# -*- coding: utf-8 -*- ''' This module provides an access to the HITRAN data. Data is downloaded and cached. This module serves as a simple database manager front end. API is aimed to be RESTful, which means that interaction between local API and remote data-server will be held via sending RESTful queries (API->remote) and receiving data preferably in text format (remote->API). Object are supposed to be implemented by structures/dicts as they are present in almost any programming language. Trying to retain functional style for this API. ''' import sys import json import os, os.path import re from os import listdir import numpy as np from numpy import zeros,array,setdiff1d,ndarray,arange from numpy import place,where,real,polyval from numpy import complex128,int64,float64,float32 from numpy import sqrt,abs,exp,pi,log,sin,cos,tan from numpy import convolve from numpy import flipud from numpy.fft import fft,fftshift from numpy import linspace,floor from numpy import any,minimum,maximum from numpy import sort as npsort from bisect import bisect from warnings import warn,simplefilter from time import time import pydoc # Enable warning repetitions simplefilter('always', UserWarning) # Python 3 compatibility try: import urllib.request as urllib2 except ImportError: import urllib2 if 'io' in sys.modules: # define open using Linux-style line endings import io def open_(*args,**argv): argv.update(dict(newline='\n')) return io.open(*args,**argv) else: open_ = open HAPI_VERSION = '1.3.0.0'; __version__ = HAPI_VERSION HAPI_HISTORY = [ 'FIXED GRID BUG (ver. 1.1.0.1)', 'FIXED OUTPUT FORMAT FOR CROSS-SECTIONS (ver. 1.1.0.1)', 'ADDED CPF BY SCHREIER (JQSRT_112_2011) (ver. 1.1.0.2)', 'OPTIMIZED EXPRESSION EVALUATIONS FOR SELECT (ver. 1.1.0.3)', 'ADDED SUPPORT FOR MIXTURES (ver. 1.1.0.4)', 'ADDED SUPPORT FOR USER-DEFINED ENV DEPENDENCES (ver. 1.1.0.5)', 'ADDED PROFILE SELECTION (ALPHA) (ver. 1.1.0.6)', 'ADDED METADATA FOR HTP, FIXED NORMALIZATION IN CONVOLVESPECTRUMSAME (ver. 1.1.0.7)', 'FIXED A "LONELY HEADER" BUG IN CACHE2STORAGE (ver. 1.1.0.7.1)', 'ADDED SUPPORT FOR PHOSGENE AND CYANOGEN (ver. 1.1.0.7.2)', 'OPTIMIZED STORAGE2CACHE (by Nils-Holger Loeber) (ver. 1.1.0.7.3)', 'ADDED SKIPABLE PARAMETERS IN HEADERS (ver. 1.1.0.7.4)', 'ADDED SUPPORT FOR FORTRAN D-NOTATION (ver. 1.1.0.7.5)', 'ADDED SUPPORT FOR WEIRD-FORMATTED INTENSITY VALUES E.G. "2.700-164" (ver. 1.1.0.7.6)', 'ADDED TIPS-2017 (ver. 1.1.0.8)', 'ADDED SUPPORT FOR CUSTOM EXTENSIONS OF THE DATA FILES (ver. 1.1.0.8.1)', 'FIXED LINK TO (2,0) ISOTOPOLOGUE IN TIPS-2017 (ver. 1.1.0.8.2)', 'ADDED SAVEHEADER FUNCTION (ver. 1.1.0.8.3)', 'ADDED METADATA FOR SF6 (ver. 1.1.0.8.4)', 'ADDED D2O ISOTOPOLOGUE OF WATER TO DESCRIPTION (ver. 1.1.0.8.5)', 'FIXED LINE ENDINGS IN STORAGE2CACHE AND QUERYHITRAN (ver. 1.1.0.8.6)', 'ADDED SUPPORT FOR NON-INTEGER LOCAL ISO IDS (ver. 1.1.0.8.7)', 'FIXED PARAMETER NAME CASE BUG (by Robert J. Hargreaves) (ver. 1.1.0.8.8)', 'CAST LOCAL_ISO_ID=0 TO 10 FOR CARBON DIOXIDE (ver. 1.1.0.8.9)', 'USING NUMPY.ARRAYS FOR NUMERIC COLUMNS OF LOCAL_TABLE_CACHE (ver. 1.1.0.9.0)', 'ADDED DESCRIPTIONS FOR BROADENING BY H2O (ver. 1.1.0.9.1)', 'ADDED PROXY SUPPORT IN FETCH AND FETCH_BY_IDS (ver. 1.1.0.9.2)', 'ADDED LIMIT FOR NUMBER OF LINES DURING TABLE READ (ver. 1.1.0.9.3)', 'FIXED ABSOLUTE PATH BUG IN TABLE NAMES (ver. 1.1.0.9.4)', 'CORRECTED ABUNDANCE OF THE HD ISOTOPOLOGUE (ver. 1.1.0.9.5)', 'ADDED UNIFIED INTERFACES FOR ABSCOEF AND XSC CALCULATIONS (ver. 1.1.0.9.6)', 'ADDED PARLISTS FOR LINE MIXING (VOIGT AND SDVOIGT) (ver. 1.1.0.9.7)', 'ADDED SUPPORT FOR ROSENKRANZ LM PARAMETERS TO PCQSDHC AND LORENTZ (ver. 1.1.1.0)', 'FIXED THE TYPEERROR IN ARANGE (ver. 1.1.2.0)', 'ADDED NEW FUNCTIONAL INTERFACES FOR ALL CROSS-SECTION CALCULATING ROUTINES (ver. 1.2.0.0)', 'ADDED CALCULATION OF THE ISO_ID TABLE ON STARTUP (ver. 1.2.1.0)', 'ADDED SUPPORT FOR TIPS-2021 (ver. 1.2.2.0)', 'FIXED BUG WITH WAVENUMBERGRID (ver. 1.2.2.1)', 'FIXED BUG WITH ZEROING OUT LINES WITH NON-STANDARD PARAMETERS (ver. 1.2.2.2)', 'ADDED SUPPORT FOR PARAMETERS ABSENT IN PARAMETER_META (ver. 1.2.2.3)', 'ADDED SUPPORT FOR 403 ERROR MESSAGE (QUERY LIMIT EXCEEDED) (ver. 1.2.2.4)', 'ADDED TIPS-2025 AND UPDATED ISO DICTIONARY (ver. 1.3.0.0)' ] # version header print('HAPI version: %s' % HAPI_VERSION) print('To get the most up-to-date version please check http://hitran.org/hapi') print('ATTENTION: Python versions of partition sums from TIPS-2021 are now available in HAPI code') #print('ATTENTION: Python versions of partition sums from TIPS-2017 are available at http://hitran.org/suppl/TIPS/') #print(' To use them in HAPI ver. 1.1.0.7, use partitionFunction parameter of the absorptionCoefficient_ routine.') print('') print(' MIT license: Copyright 2021 HITRAN team, see more at http://hitran.org. ') print('') print(' If you use HAPI in your research or software development,') print(' please cite it using the following reference:') print(' R.V. Kochanov, I.E. Gordon, L.S. Rothman, P. Wcislo, C. Hill, J.S. Wilzewski,') print(' HITRAN Application Programming Interface (HAPI): A comprehensive approach') print(' to working with spectroscopic data, J. Quant. Spectrosc. Radiat. Transfer 177, 15-30 (2016)') print(' DOI: 10.1016/j.jqsrt.2016.03.005') print('') print(' ATTENTION: This is the core version of the HITRAN Application Programming Interface.') print(' For more efficient implementation of the absorption coefficient routine, ') print(' as well as for new profiles, parameters and other functional,') print(' please consider using HAPI2 extension library.') print(' HAPI2 package is available at http://github.com/hitranonline/hapi2') print('') # define precision __ComplexType__ = complex128 __IntegerType__ = int64 __FloatType__ = float64 # define zero cZero = __FloatType__(0.) # physical constants cBolts = 1.380648813E-16 # erg/K, CGS cc = 2.99792458e10 # cm/s, CGS hh = 6.626196e-27 # erg*s, CGS # computational constants cSqrtLn2divSqrtPi = 0.469718639319144059835 cLn2 = 0.6931471805599 cSqrtLn2 = 0.8325546111577 cSqrt2Ln2 = 1.1774100225 # initialize global variables VARIABLES = {} VARIABLES['DEBUG'] = False if VARIABLES['DEBUG']: warn('DEBUG is set to True!') GLOBAL_DEBUG = False if GLOBAL_DEBUG: warn('GLOBAL_DEBUG is set to True!') FLAG_DEBUG_PROFILE = False FLAG_DEBUG_LADDER = False LOCAL_HOST = 'http://localhost' # DEBUG switch if GLOBAL_DEBUG: GLOBAL_HOST = LOCAL_HOST+':8000' # localhost else: GLOBAL_HOST = 'http://hitran.org' # default PARAMETER_META for custom user parameters PMETA_DEFAULT = { "default_fmt" : "%s", } VARIABLES['PROXY'] = {} # EXAMPLE OF PROXY: # VARIABLES['PROXY'] = {'http': '127.0.0.1:80'} # make it changeable VARIABLES['GLOBAL_HOST'] = GLOBAL_HOST # display the fetch URL (debug) VARIABLES['DISPLAY_FETCH_URL'] = False # In this "robust" version of arange the grid doesn't suffer # from the shift of the nodes due to error accumulation. # This effect is pronounced only if the step is sufficiently small. def arange_(lower,upper,step): npnt = floor((upper-lower)/step)+1 npnt = int(npnt) # cast to integer to avoid type errors upper_new = lower + step*(npnt-1) if abs((upper-upper_new)-step) < 1e-10: upper_new += step npnt += 1 return linspace(lower,upper_new,npnt) # --------------------------------------------------------------- # --------------------------------------------------------------- # LOCAL DATABASE MANAGEMENT SYSTEM # --------------------------------------------------------------- # --------------------------------------------------------------- # --------------------------------------------------------------- # DATABASE BACKEND: simple text files, parsed into a python lists # Use a directory as a database. Each table is stored in a # separate text file. Parameters in text are position-fixed. BACKEND_DATABASE_NAME_DEFAULT = '.' VARIABLES['BACKEND_DATABASE_NAME'] = BACKEND_DATABASE_NAME_DEFAULT # For this node local DB is schema-dependent! LOCAL_TABLE_CACHE = { 'sampletab' : { # table 'header' : { # header 'order' : ('column1','column2','column3'), 'format' : { 'column1' : '%10d', 'column2' : '%20f', 'column3' : '%30s' }, 'default' : { 'column1' : 0, 'column2' : 0.0, 'column3' : '' }, 'number_of_rows' : 3, 'size_in_bytes' : None, 'table_name' : 'sampletab', 'table_type' : 'strict' }, # /header 'data' : { 'column1' : [1,2,3], 'column2' : [10.5,11.5,12.5], 'column3' : ['one','two','three'] }, # /data } # /table } # hash-map of tables # FORMAT CONVERSION LAYER # converts between TRANSPORT_FORMAT and OBJECT_FORMAT HITRAN_FORMAT_160 = { 'M' : {'pos' : 1, 'len' : 2, 'format' : '%2d' }, 'I' : {'pos' : 3, 'len' : 1, 'format' : '%1d' }, 'nu' : {'pos' : 4, 'len' : 12, 'format' : '%12f'}, 'S' : {'pos' : 16, 'len' : 10, 'format' : '%10f'}, 'R' : {'pos' : 26, 'len' : 0, 'format' : '%0f' }, 'A' : {'pos' : 26, 'len' : 10, 'format' : '%10f'}, 'gamma_air' : {'pos' : 36, 'len' : 5, 'format' : '%5f' }, 'gamma_self' : {'pos' : 41, 'len' : 5, 'format' : '%5f' }, 'E_' : {'pos' : 46, 'len' : 10, 'format' : '%10f'}, 'n_air' : {'pos' : 56, 'len' : 4, 'format' : '%4f' }, 'delta_air' : {'pos' : 60, 'len' : 8, 'format' : '%8f' }, 'V' : {'pos' : 68, 'len' : 15, 'format' : '%15s'}, 'V_' : {'pos' : 83, 'len' : 15, 'format' : '%15s'}, 'Q' : {'pos' : 98, 'len' : 15, 'format' : '%15s'}, 'Q_' : {'pos' : 113, 'len' : 15, 'format' : '%15s'}, 'Ierr' : {'pos' : 128, 'len' : 6, 'format' : '%6s' }, 'Iref' : {'pos' : 134, 'len' : 12, 'format' : '%12s'}, 'flag' : {'pos' : 146, 'len' : 1, 'format' : '%1s' }, 'g' : {'pos' : 147, 'len' : 7, 'format' : '%7f' }, 'g_' : {'pos' : 154, 'len' : 7, 'format' : '%7f' } } # This should be generating from the server's response HITRAN_DEFAULT_HEADER = { "table_type": "column-fixed", "size_in_bytes": -1, "table_name": "###", "number_of_rows": -1, "order": [ "molec_id", "local_iso_id", "nu", "sw", "a", "gamma_air", "gamma_self", "elower", "n_air", "delta_air", "global_upper_quanta", "global_lower_quanta", "local_upper_quanta", "local_lower_quanta", "ierr", "iref", "line_mixing_flag", "gp", "gpp" ], "format": { "a": "%10.3E", "gamma_air": "%5.4f", "gp": "%7.1f", "local_iso_id": "%1d", "molec_id": "%2d", "sw": "%10.3E", "local_lower_quanta": "%15s", "local_upper_quanta": "%15s", "gpp": "%7.1f", "elower": "%10.4f", "n_air": "%4.2f", "delta_air": "%8.6f", "global_upper_quanta": "%15s", "iref": "%12s", "line_mixing_flag": "%1s", "ierr": "%6s", "nu": "%12.6f", "gamma_self": "%5.3f", "global_lower_quanta": "%15s" }, "default": { "a": 0.0, "gamma_air": 0.0, "gp": "FFF", "local_iso_id": 0, "molec_id": 0, "sw": 0.0, "local_lower_quanta": "000", "local_upper_quanta": "000", "gpp": "FFF", "elower": 0.0, "n_air": 0.0, "delta_air": 0.0, "global_upper_quanta": "000", "iref": "EEE", "line_mixing_flag": "EEE", "ierr": "EEE", "nu": 0.0, "gamma_self": 0.0, "global_lower_quanta": "000" }, "description": { "a": "Einstein A-coefficient in s-1", "gamma_air": "Air-broadened Lorentzian half-width at half-maximum at p = 1 atm and T = 296 K", "gp": "Upper state degeneracy", "local_iso_id": "Integer ID of a particular Isotopologue, unique only to a given molecule, in order or abundance (1 = most abundant)", "molec_id": "The HITRAN integer ID for this molecule in all its isotopologue forms", "sw": "Line intensity, multiplied by isotopologue abundance, at T = 296 K", "local_lower_quanta": "Rotational, hyperfine and other quantum numbers and labels for the lower state of a transition", "local_upper_quanta": "Rotational, hyperfine and other quantum numbers and labels for the upper state of a transition", "gpp": "Lower state degeneracy", "elower": "Lower-state energy", "n_air": "Temperature exponent for the air-broadened HWHM", "delta_air": "Pressure shift induced by air, referred to p=1 atm", "global_upper_quanta": "Electronic and vibrational quantum numbers and labels for the upper state of a transition", "iref": "Ordered list of reference identifiers for transition parameters", "line_mixing_flag": "A flag indicating the presence of additional data and code relating to line-mixing", "ierr": "Ordered list of indices corresponding to uncertainty estimates of transition parameters", "nu": "Transition wavenumber", "gamma_self": "Self-broadened HWHM at 1 atm pressure and 296 K", "global_lower_quanta": "Electronic and vibrational quantum numbers and labels for the lower state of a transition" }, "position": { "molec_id": 0, "local_iso_id": 2, "nu": 3, "sw": 15, "a": 25, "gamma_air": 35, "gamma_self": 40, "elower": 45, "n_air": 55, "delta_air": 59, "global_upper_quanta": 67, "global_lower_quanta": 82, "local_upper_quanta": 97, "local_lower_quanta": 112, "ierr": 127, "iref": 133, "line_mixing_flag": 145, "gp": 146, "gpp": 153, }, 'cast': { "molec_id": "uint8", "local_iso_id": "uint8", "nu": "float32", "sw": "float62", "a": "float62", "gamma_air": "float16", "gamma_self": "float16", "elower": "float32", "n_air": "float16", "delta_air": "float16", "global_upper_quanta": "str", "global_lower_quanta": "str", "local_upper_quanta": "str", "local_upper_quanta": "str", "ierr": "str", "iref": "str", "line_mixing_flag": "str", "gp": "int16", "gpp": "int16", } } #class CaselessDict(dict): # def __getitem__(self,key): # return super(CaselessDict,self).__getitem__(key.lower()) # def __setitem__(self,key,val): # super(CaselessDict,self).__setitem__(key.lower(),val) # def __contains__(self,key): # return super(CaselessDict,self).__contains__(key.lower()) # def has_key(self,key): # return super(CaselessDict,self).has_key(key.lower()) # def get(self,key,default=None): # return super(CaselessDict,self).get(key.lower(),default) # def __init__(self,dct=None): # if dct is not None: # for key in dct: # super(CaselessDict,self).__setitem__(key.lower(),dct[key]) class CaseInsensitiveDict(dict): """ https://gist.github.com/m000/acbb31b9eca92c1da795 (c) Manolis Stamatogiannakis. """ @classmethod def _k(cls, key): return key.lower() if isinstance(key, str) else key def __init__(self, *args, **kwargs): super(CaseInsensitiveDict, self).__init__(*args, **kwargs) self._convert_keys() def __getitem__(self, key): return super(CaseInsensitiveDict, self).__getitem__(self.__class__._k(key)) def __setitem__(self, key, value): super(CaseInsensitiveDict, self).__setitem__(self.__class__._k(key), value) def __delitem__(self, key): return super(CaseInsensitiveDict, self).__delitem__(self.__class__._k(key)) def __contains__(self, key): return super(CaseInsensitiveDict, self).__contains__(self.__class__._k(key)) def has_key(self, key): return super(CaseInsensitiveDict, self).has_key(self.__class__._k(key)) def pop(self, key, *args, **kwargs): return super(CaseInsensitiveDict, self).pop(self.__class__._k(key), *args, **kwargs) def get(self, key, *args, **kwargs): return super(CaseInsensitiveDict, self).get(self.__class__._k(key), *args, **kwargs) def setdefault(self, key, *args, **kwargs): return super(CaseInsensitiveDict, self).setdefault(self.__class__._k(key), *args, **kwargs) def update(self, E, **F): super(CaseInsensitiveDict, self).update(self.__class__(E)) super(CaseInsensitiveDict, self).update(self.__class__(**F)) def _convert_keys(self): for k in list(self.keys()): v = super(CaseInsensitiveDict, self).pop(k) self.__setitem__(k, v) CaselessDict = CaseInsensitiveDict PARAMETER_META = CaselessDict( { "global_iso_id" : { "default_fmt" : "%5d", }, "molec_id" : { "default_fmt" : "%2d", }, "local_iso_id" : { "default_fmt" : "%1d", }, "nu" : { "default_fmt" : "%12.6f", }, "sw" : { "default_fmt" : "%10.3e", }, "a" : { "default_fmt" : "%10.3e", }, "gamma_air" : { "default_fmt" : "%6.4f", }, "gamma_self" : { "default_fmt" : "%5.3f", }, "n_air" : { "default_fmt" : "%7.4f", }, "delta_air" : { "default_fmt" : "%9.6f", }, "elower" : { "default_fmt" : "%10.4f", }, "gp" : { "default_fmt" : "%5d", }, "gpp" : { "default_fmt" : "%5d", }, "global_upper_quanta" : { "default_fmt" : "%15s", }, "global_lower_quanta" : { "default_fmt" : "%15s", }, "local_upper_quanta" : { "default_fmt" : "%15s", }, "local_lower_quanta" : { "default_fmt" : "%15s", }, "line_mixing_flag" : { "default_fmt" : "%1s", }, "ierr" : { "default_fmt" : "%s", }, "iref" : { "default_fmt" : "%s", }, "deltap_air" : { "default_fmt" : "%10.3e", }, "n_self" : { "default_fmt" : "%7.4f", }, "delta_self" : { "default_fmt" : "%9.6f", }, "deltap_self" : { "default_fmt" : "%10.3e", }, "SD_air" : { "default_fmt" : "%9.6f", }, "SD_self" : { "default_fmt" : "%9.6f", }, "beta_g_air" : { "default_fmt" : "%9.6f", }, "y_self" : { "default_fmt" : "%10.3e", }, "y_air" : { "default_fmt" : "%10.3e", }, "statep" : { "default_fmt" : "%256s", }, "statepp" : { "default_fmt" : "%256s", }, "beta_g_self" : { "default_fmt" : "%9.6f", }, "trans_id" : { "default_fmt" : "%12d", }, "par_line" : { "default_fmt" : "%160s", }, "gamma_H2" : { "default_fmt" : "%6.4f", }, "n_H2" : { "default_fmt" : "%7.4f", }, "delta_H2" : { "default_fmt" : "%9.6f", }, "deltap_H2" : { "default_fmt" : "%10.3e", }, "gamma_He": { "default_fmt" : "%6.4f", }, "n_He" : { "default_fmt" : "%7.4f", }, "delta_He" : { "default_fmt" : "%9.6f", }, "gamma_CO2" : { "default_fmt" : "%6.4f", }, "n_CO2" : { "default_fmt" : "%7.4f", }, "delta_CO2" : { "default_fmt" : "%9.6f", }, "gamma_HT_0_self_50" : { "default_fmt" : "%6.4f", }, "n_HT_self_50" : { "default_fmt" : "%9.6f", }, "gamma_HT_2_self_50" : { "default_fmt" : "%6.4f", }, "delta_HT_0_self_50" : { "default_fmt" : "%9.6f", }, "deltap_HT_self_50" : { "default_fmt" : "%9.6f", }, "delta_HT_2_self_50" : { "default_fmt" : "%9.6f", }, "gamma_HT_0_self_150" : { "default_fmt" : "%6.4f", }, "n_HT_self_150" : { "default_fmt" : "%9.6f", }, "gamma_HT_2_self_150" : { "default_fmt" : "%6.4f", }, "delta_HT_0_self_150" : { "default_fmt" : "%9.6f", }, "deltap_HT_self_150" : { "default_fmt" : "%9.6f", }, "delta_HT_2_self_150" : { "default_fmt" : "%9.6f", }, "gamma_HT_0_self_296" : { "default_fmt" : "%6.4f", }, "n_HT_self_296" : { "default_fmt" : "%9.6f", }, "gamma_HT_2_self_296" : { "default_fmt" : "%6.4f", }, "delta_HT_0_self_296" : { "default_fmt" : "%9.6f", }, "deltap_HT_self_296" : { "default_fmt" : "%9.6f", }, "delta_HT_2_self_296" : { "default_fmt" : "%9.6f", }, "gamma_HT_0_self_700" : { "default_fmt" : "%6.4f", }, "n_HT_self_700" : { "default_fmt" : "%9.6f", }, "gamma_HT_2_self_700" : { "default_fmt" : "%6.4f", }, "delta_HT_0_self_700" : { "default_fmt" : "%9.6f", }, "deltap_HT_self_700" : { "default_fmt" : "%9.6f", }, "delta_HT_2_self_700" : { "default_fmt" : "%9.6f", }, "nu_HT_self" : { "default_fmt" : "%6.4f", }, "kappa_HT_self" : { "default_fmt" : "%9.6f", }, "eta_HT_self" : { "default_fmt" : "%9.6f", }, "gamma_HT_0_air_50" : { "default_fmt" : "%6.4f", }, "n_HT_air_50" : { "default_fmt" : "%9.6f", }, "gamma_HT_2_air_50" : { "default_fmt" : "%6.4f", }, "delta_HT_0_air_50" : { "default_fmt" : "%9.6f", }, "deltap_HT_air_50" : { "default_fmt" : "%9.6f", }, "delta_HT_2_air_50" : { "default_fmt" : "%9.6f", }, "gamma_HT_0_air_150" : { "default_fmt" : "%6.4f", }, "n_HT_air_150" : { "default_fmt" : "%9.6f", }, "gamma_HT_2_air_150" : { "default_fmt" : "%6.4f", }, "delta_HT_0_air_150" : { "default_fmt" : "%9.6f", }, "deltap_HT_air_150" : { "default_fmt" : "%9.6f", }, "delta_HT_2_air_150" : { "default_fmt" : "%9.6f", }, "gamma_HT_0_air_296" : { "default_fmt" : "%6.4f", }, "n_HT_air_296" : { "default_fmt" : "%9.6f", }, "gamma_HT_2_air_296" : { "default_fmt" : "%6.4f", }, "delta_HT_0_air_296" : { "default_fmt" : "%9.6f", }, "deltap_HT_air_296" : { "default_fmt" : "%9.6f", }, "delta_HT_2_air_296" : { "default_fmt" : "%9.6f", }, "gamma_HT_0_air_700" : { "default_fmt" : "%6.4f", }, "n_HT_air_700" : { "default_fmt" : "%9.6f", }, "gamma_HT_2_air_700" : { "default_fmt" : "%6.4f", }, "delta_HT_0_air_700" : { "default_fmt" : "%9.6f", }, "deltap_HT_air_700" : { "default_fmt" : "%9.6f", }, "delta_HT_2_air_700" : { "default_fmt" : "%9.6f", }, "nu_HT_air" : { "default_fmt" : "%6.4f", }, "kappa_HT_air" : { "default_fmt" : "%9.6f", }, "eta_HT_air" : { "default_fmt" : "%9.6f", }, "gamma_H2O" : { "default_fmt" : "%6.4f", }, "n_H2O" : { "default_fmt" : "%9.6f", }, "Y_SDV_air_296" : { "default_fmt" : "%10.3e", }, "Y_SDV_self_296" : { "default_fmt" : "%10.3e", }, "n_Y_SDV_air_296" : { "default_fmt" : "%6.4e", }, "n_Y_SDV_self_296" : { "default_fmt" : "%6.4e", }, "Y_HT_air_296" : { "default_fmt" : "%10.3e", }, "Y_HT_self_296" : { "default_fmt" : "%10.3e", }, "gamma_SDV_0_air_296" : { "default_fmt" : "%6.4f", }, "gamma_SDV_0_self_296" : { "default_fmt" : "%6.4f", }, "n_SDV_air_296" : { "default_fmt" : "%9.6f", }, "n_SDV_self_296" : { "default_fmt" : "%9.6f", }, "gamma_SDV_2_air_296" : { "default_fmt" : "%6.4f", }, "gamma_SDV_2_self_296" : { "default_fmt" : "%6.4f", }, "n_gamma_SDV_2_air_296" : { "default_fmt" : "%6.4f", }, "n_gamma_SDV_2_self_296" : { "default_fmt" : "%6.4f", }, "delta_SDV_0_air_296" : { "default_fmt" : "%9.6f", }, "delta_SDV_0_self_296" : { "default_fmt" : "%9.6f", }, "deltap_SDV_air_296" : { "default_fmt" : "%9.6f", }, "deltap_SDV_self_296" : { "default_fmt" : "%9.6f", }, }) def getFullTableAndHeaderName(TableName,ext=None): #print('TableName=',TableName) if ext is None: ext = 'data' flag_abspath = False # check if the supplied table name already contains absolute path if os.path.isabs(TableName): flag_abspath = True fullpath_data = TableName + '.' + ext if not flag_abspath: fullpath_data = os.path.join(VARIABLES['BACKEND_DATABASE_NAME'],fullpath_data) if not os.path.isfile(fullpath_data): fullpath_data = VARIABLES['BACKEND_DATABASE_NAME'] + '/' + TableName + '.par' if not os.path.isfile(fullpath_data) and TableName!='sampletab': raise Exception('Lonely header \"%s\"' % fullpath_data) fullpath_header = TableName + '.header' if not flag_abspath: fullpath_header = os.path.join(VARIABLES['BACKEND_DATABASE_NAME'],fullpath_header) return fullpath_data,fullpath_header def getParameterFormat(ParameterName,TableName): return LOCAL_TABLE_CACHE[TableName]['header']['format'] def getTableHeader(TableName): return LOCAL_TABLE_CACHE[TableName]['header'] def getRowObject(RowID,TableName): # return RowObject from TableObject in CACHE RowObject = [] for par_name in LOCAL_TABLE_CACHE[TableName]['header']['order']: par_value = LOCAL_TABLE_CACHE[TableName]['data'][par_name][RowID] par_format = LOCAL_TABLE_CACHE[TableName]['header']['format'][par_name] RowObject.append((par_name,par_value,par_format)) return RowObject # INCREASE ROW COUNT def addRowObject(RowObject,TableName): #print 'addRowObject: ' #print 'RowObject: '+str(RowObject) #print 'TableName:'+TableName for par_name,par_value,par_format in RowObject: #print 'par_name,par_value,par_format: '+str((par_name,par_value,par_format)) #print '>>> '+ str(LOCAL_TABLE_CACHE[TableName]['data'][par_name]) #LOCAL_TABLE_CACHE[TableName]['data'][par_name] += [par_value] LOCAL_TABLE_CACHE[TableName]['data'][par_name].append(par_value) def setRowObject(RowID,RowObject,TableName): number_of_rows = LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'] if RowID >= 0 and RowID < number_of_rows: for par_name,par_value,par_format in RowObject: LOCAL_TABLE_CACHE[TableName]['data'][par_name][RowID] = par_value else: # !!! XXX ATTENTION: THIS IS A TEMPORARY INSERTION XXX !!! LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'] += 1 addRowObject(RowObject,TableName) def getDefaultRowObject(TableName): # get a default RowObject from a table RowObject = [] for par_name in LOCAL_TABLE_CACHE[TableName]['header']['order']: par_value = LOCAL_TABLE_CACHE[TableName]['header']['default'][par_name] par_format = LOCAL_TABLE_CACHE[TableName]['header']['format'][par_name] RowObject.append((par_name,par_value,par_format)) return RowObject def subsetOfRowObject(ParameterNames,RowObject): # return a subset of RowObject according to #RowObjectNew = [] #for par_name,par_value,par_format in RowObject: # if par_name in ParameterNames: # RowObjectNew.append((par_name,par_value,par_format)) #return RowObjectNew dct = {} for par_name,par_value,par_format in RowObject: dct[par_name] = (par_name,par_value,par_format) RowObjectNew = [] for par_name in ParameterNames: RowObjectNew.append(dct[par_name]) return RowObjectNew #FORMAT_PYTHON_REGEX = '^\%([0-9]*)\.?([0-9]*)([dfs])$' FORMAT_PYTHON_REGEX = '^\%(\d*)(\.(\d*))?([edfsEDFS])$' # Fortran string formatting # based on a pythonic format string def formatString(par_format,par_value,lang='FORTRAN'): # Fortran format rules: # %M.NP # M - total field length (optional) # (minus sign included in M) # . - decimal ceparator (optional) # N - number of digits after . (optional) # P - [dfs] int/float/string # PYTHON RULE: if N is abcent, default value is 6 regex = FORMAT_PYTHON_REGEX (lng,trail,lngpnt,ty) = re.search(regex,par_format).groups() if type(par_value) is np.ma.core.MaskedConstant: result = '%%%ss' % lng % '#' return result result = par_format % par_value if ty.lower() in set(['f','e']): lng = int(lng) if lng else 0 lngpnt = int(lngpnt) if lngpnt else 0 result = par_format % par_value res = result.strip() if lng==lngpnt+1: if res[0:1]=='0': result = '%%%ds' % lng % res[1:] if par_value<0: if res[1:2]=='0': result = '%%%ds' % lng % (res[0:1]+res[2:]) return result def putRowObjectToString(RowObject): # serialize RowObject to string # TODO: support different languages (C,Fortran) output_string = '' for par_name,par_value,par_format in RowObject: # Python formatting #output_string += par_format % par_value # Fortran formatting #print 'par_name,par_value,par_format: '+str((par_name,par_value,par_format)) output_string += formatString(par_format,par_value) return output_string # Parameter nicknames are hard-coded. PARAMETER_NICKNAMES = { "a": "A", "gamma_air": "gair", "gp": "g", "local_iso_id": "I", "molec_id": "M", "sw": "S", "local_lower_quanta": "Q_", "local_upper_quanta": "Q", "gpp": "g_", "elower": "E_", "n_air": "nair", "delta_air": "dair", "global_upper_quanta": "V", "iref": "Iref", "line_mixing_flag": "f", "ierr": "ierr", "nu": "nu", "gamma_self": "gsel", "global_lower_quanta": "V_" } def putTableHeaderToString(TableName): output_string = '' regex = FORMAT_PYTHON_REGEX for par_name in LOCAL_TABLE_CACHE[TableName]['header']['order']: par_format = LOCAL_TABLE_CACHE[TableName]['header']['format'][par_name] (lng,trail,lngpnt,ty) = re.search(regex,par_format).groups() fmt = '%%%ss' % lng try: par_name_short = PARAMETER_NICKNAMES[par_name] except: par_name_short = par_name #output_string += fmt % par_name output_string += (fmt % par_name_short)[:int(lng)] return output_string def getRowObjectFromString(input_string,TableName): # restore RowObject from string, get formats and names in TableName #print 'getRowObjectFromString:' pos = 0 RowObject = [] for par_name in LOCAL_TABLE_CACHE[TableName]['header']['order']: par_format = LOCAL_TABLE_CACHE[TableName]['header']['format'][par_name] regex = '^\%([0-9]+)\.?[0-9]*([dfs])$' # regex = FORMAT_PYTHON_REGEX (lng,trail,lngpnt,ty) = re.search(regex,par_format).groups() lng = int(lng) par_value = input_string[pos:(pos+lng)] if ty=='d': # integer value par_value = int(par_value) elif ty.lower() in set(['e','f']): # float value par_value = float(par_value) elif ty=='s': # string value pass # don't strip string value else: print('err1') raise Exception('Format \"%s\" is unknown' % par_format) RowObject.append((par_name,par_value,par_format)) pos += lng # Do the same but now for extra (comma-separated) parameters if 'extra' in set(LOCAL_TABLE_CACHE[TableName]['header']): csv_chunks = input_string.split(LOCAL_TABLE_CACHE[TableName]['header'].\ get('extra_separator',',')) # Disregard the first "column-fixed" container if it presents: if LOCAL_TABLE_CACHE[TableName]['header'].get('order',[]): pos = 1 else: pos = 0 for par_name in LOCAL_TABLE_CACHE[TableName]['header']['extra']: par_format = LOCAL_TABLE_CACHE[TableName]['header']['extra_format'][par_name] #regex = '^\%([0-9]+)\.?[0-9]*([dfs])$' # regex = FORMAT_PYTHON_REGEX (lng,trail,lngpnt,ty) = re.search(regex,par_format).groups() lng = int(lng) par_value = csv_chunks[pos] if ty=='d': # integer value try: par_value = int(par_value) except ValueError: #par_value = 0 par_value = np.nan elif ty.lower() in set(['e','f']): # float value try: par_value = float(par_value) except ValueError: #par_value = 0.0 par_value = np.nan elif ty=='s': # string value pass # don't strip string value else: print('err') raise Exception('Format \"%s\" is unknown' % par_format) RowObject.append((par_name,par_value,par_format)) pos += 1 return RowObject # Conversion between OBJECT_FORMAT and STORAGE_FORMAT # This will substitute putTableToStorage and getTableFromStorage def cache2storage(TableName): try: os.mkdir(VARIABLES['BACKEND_DATABASE_NAME']) except: pass #fullpath_data,fullpath_header = getFullTableAndHeaderName(TableName) # "lonely header" bug fullpath_data = VARIABLES['BACKEND_DATABASE_NAME'] + '/' + TableName + '.data' # bugfix fullpath_header = VARIABLES['BACKEND_DATABASE_NAME'] + '/' + TableName + '.header' # bugfix OutfileData = open(fullpath_data,'w') OutfileHeader = open(fullpath_header,'w') # write table data line_count = 1 line_number = LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'] for RowID in range(0,line_number): line_count += 1 RowObject = getRowObject(RowID,TableName) raw_string = putRowObjectToString(RowObject) OutfileData.write(raw_string+'\n') # write table header TableHeader = getTableHeader(TableName) OutfileHeader.write(json.dumps(TableHeader,indent=2)) def storage2cache(TableName,cast=True,ext=None,nlines=None,pos=None): """ edited by NHL TableName: name of the HAPI table to read in ext: file extension nlines: number of line in the block; if None, read all line at once pos: file position to seek """ #print 'storage2cache:' #print('TableName',TableName) if nlines is not None: print('WARNING: storage2cache is reading the block of maximum %d lines'%nlines) fullpath_data,fullpath_header = getFullTableAndHeaderName(TableName,ext) if TableName in LOCAL_TABLE_CACHE and \ 'filehandler' in LOCAL_TABLE_CACHE[TableName] and \ LOCAL_TABLE_CACHE[TableName]['filehandler'] is not None: InfileData = LOCAL_TABLE_CACHE[TableName]['filehandler'] else: InfileData = open_(fullpath_data,'r') InfileHeader = open(fullpath_header,'r') #try: header_text = InfileHeader.read() try: Header = json.loads(header_text) except: print('HEADER:') print(header_text) raise Exception('Invalid header') #print 'Header:'+str(Header) LOCAL_TABLE_CACHE[TableName] = {} LOCAL_TABLE_CACHE[TableName]['header'] = Header LOCAL_TABLE_CACHE[TableName]['data'] = CaselessDict() LOCAL_TABLE_CACHE[TableName]['filehandler'] = InfileData # Check if Header['order'] and Header['extra'] contain # parameters with same names, raise exception if true. #intersct = set(Header['order']).intersection(set(Header.get('extra',[]))) intersct = set(Header.get('order',[])).intersection(set(Header.get('extra',[]))) if intersct: raise Exception('Parameters with the same names: {}'.format(intersct)) # initialize empty data to avoid problems glob_order = []; glob_format = {}; glob_default = {} if "order" in LOCAL_TABLE_CACHE[TableName]['header'].keys(): glob_order += LOCAL_TABLE_CACHE[TableName]['header']['order'] glob_format.update(LOCAL_TABLE_CACHE[TableName]['header']['format']) glob_default.update(LOCAL_TABLE_CACHE[TableName]['header']['default']) for par_name in LOCAL_TABLE_CACHE[TableName]['header']['order']: LOCAL_TABLE_CACHE[TableName]['data'][par_name] = [] if "extra" in LOCAL_TABLE_CACHE[TableName]['header'].keys(): glob_order += LOCAL_TABLE_CACHE[TableName]['header']['extra'] glob_format.update(LOCAL_TABLE_CACHE[TableName]['header']['extra_format']) for par_name in LOCAL_TABLE_CACHE[TableName]['header']['extra']: glob_default[par_name] = PARAMETER_META.get(par_name,PMETA_DEFAULT)['default_fmt'] LOCAL_TABLE_CACHE[TableName]['data'][par_name] = [] header = LOCAL_TABLE_CACHE[TableName]['header'] if 'extra' in header and header['extra']: line_count = 0 flag_EOF = False #line_number = LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'] #for line in InfileData: while True: #print '%d line from %d' % (line_count,line_number) #print 'line: '+line # if nlines is not None and line_count>=nlines: break line = InfileData.readline() if line=='': # end of file is represented by an empty string flag_EOF = True break try: RowObject = getRowObjectFromString(line,TableName) line_count += 1 except: continue #print 'RowObject: '+str(RowObject) addRowObject(RowObject,TableName) #except: # raise Exception('TABLE FETCHING ERROR') LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'] = line_count else: quantities = header['order'] formats = [header['format'][qnt].lower() for qnt in quantities] types = {'d':int, 'f':float, 'e':float, 's':str} converters = [] end = 0 for qnt, fmt in zip(quantities, formats): # pre-defined positions are needed to skip the existing parameters in headers (new feature) if 'position' in header: start = header['position'][qnt] else: start = end dtype = types[fmt[-1]] aux = fmt[fmt.index('%')+1:-1] if '.' in aux: aux = aux[:aux.index('.')] size = int(aux) end = start + size def cfunc(line, dtype=dtype, start=start, end=end, qnt=qnt): # return dtype(line[start:end]) # this will fail on the float number with D exponent (Fortran notation) if dtype in (float,int): # assign NaN if value is hashtagged if line[start:end].strip()=='#': return np.nan if dtype==float: try: return dtype(line[start:end]) except ValueError: # possible D exponent instead of E try: return dtype(line[start:end].replace('D','E')) except ValueError: # this is a special case and it should not be in the main version tree! # Dealing with the weird and unparsable intensity format such as "2.700-164, i.e with no E or D characters. res = re.search('(\d\.\d\d\d)\-(\d\d\d)',line[start:end]) if res: return dtype(res.group(1)+'E-'+res.group(2)) else: raise Exception('PARSE ERROR: unknown format of the par value (%s)'%line[start:end]) elif dtype==int and qnt=='local_iso_id': if line[start:end]=='0': return 10 try: return dtype(line[start:end]) except ValueError: # convert letters to numbers: A->11, B->12, etc... ; .par file must be in ASCII or Unicode. return 11+ord(line[start:end])-ord('A') else: return dtype(line[start:end]) #cfunc.__doc__ = 'converter {} {}'.format(qnt, fmt) # doesn't work in earlier versions of Python converters.append(cfunc) #start = end #data_matrix = [[cvt(line) for cvt in converters] for line in InfileData] flag_EOF = False line_count = 0 data_matrix = [] while True: if nlines is not None and line_count>=nlines: break line = InfileData.readline() if line=='': # end of file is represented by an empty string flag_EOF = True break data_matrix.append([cvt(line) for cvt in converters]) line_count += 1 data_columns = zip(*data_matrix) for qnt, col in zip(quantities, data_columns): #LOCAL_TABLE_CACHE[TableName]['data'][qnt].extend(col) # old code if type(col[0]) in {int,float}: LOCAL_TABLE_CACHE[TableName]['data'][qnt] = np.array(col) # new code else: LOCAL_TABLE_CACHE[TableName]['data'][qnt].extend(col) # old code #LOCAL_TABLE_CACHE[TableName]['data'][qnt] = list(col) #LOCAL_TABLE_CACHE[TableName]['data'][qnt] = col header['number_of_rows'] = line_count = ( len(LOCAL_TABLE_CACHE[TableName]['data'][quantities[0]])) # Convert all columns to numpy arrays par_names = LOCAL_TABLE_CACHE[TableName]['header']['order'].copy() if 'extra' in header and header['extra']: par_names += LOCAL_TABLE_CACHE[TableName]['header']['extra'] for par_name in par_names: column = LOCAL_TABLE_CACHE[TableName]['data'][par_name] LOCAL_TABLE_CACHE[TableName]['data'][par_name] = np.array(column) # Additionally: convert numeric arrays of the LOCAL_TABLE_CACHE to masked arrays. # This is done to avoid "nan" values in the arithmetic ope rations involving these columns. for par_name in LOCAL_TABLE_CACHE[TableName]['header']['order']: par_format = LOCAL_TABLE_CACHE[TableName]['header']['format'][par_name] regex = FORMAT_PYTHON_REGEX (lng,trail,lngpnt,ty) = re.search(regex,par_format).groups() if ty.lower() in ['d','e','f']: column = LOCAL_TABLE_CACHE[TableName]['data'][par_name] colmask = np.isnan(column) LOCAL_TABLE_CACHE[TableName]['data'][par_name] = np.ma.array(column,mask=colmask) if 'extra' in header and header['extra']: for par_name in LOCAL_TABLE_CACHE[TableName]['header']['extra']: par_format = LOCAL_TABLE_CACHE[TableName]['header']['extra_format'][par_name] regex = FORMAT_PYTHON_REGEX (lng,trail,lngpnt,ty) = re.search(regex,par_format).groups() if ty.lower() in ['d','e','f']: column = LOCAL_TABLE_CACHE[TableName]['data'][par_name] colmask = np.isnan(column) LOCAL_TABLE_CACHE[TableName]['data'][par_name] = np.ma.array(column,mask=colmask) # Delete all character-separated values, treat them as column-fixed. try: del LOCAL_TABLE_CACHE[TableName]['header']['extra'] del LOCAL_TABLE_CACHE[TableName]['header']['extra_format'] del LOCAL_TABLE_CACHE[TableName]['header']['extra_separator'] except: pass # Update header.order/format with header.extra/format if exist. LOCAL_TABLE_CACHE[TableName]['header']['order'] = glob_order LOCAL_TABLE_CACHE[TableName]['header']['format'] = glob_format LOCAL_TABLE_CACHE[TableName]['header']['default'] = glob_default if flag_EOF: InfileData.close() LOCAL_TABLE_CACHE[TableName]['filehandler'] = None InfileHeader.close() print(' Lines parsed: %d' % line_count) return flag_EOF ## old version based on regular expressions #def storage2cache(TableName): # fullpath_data,fullpath_header = getFullTableAndHeaderName(TableName) # InfileData = open(fullpath_data,'r') # InfileHeader = open(fullpath_header,'r') # #try: # header_text = InfileHeader.read() # try: # Header = json.loads(header_text) # except: # print('HEADER:') # print(header_text) # raise Exception('Invalid header') # LOCAL_TABLE_CACHE[TableName] = {} # LOCAL_TABLE_CACHE[TableName]['header'] = Header # LOCAL_TABLE_CACHE[TableName]['data'] = {} # # Check if Header['order'] and Header['extra'] contain # # parameters with same names, raise exception if true. # intersct = set(Header.get('order',[])).intersection(set(Header.get('extra',[]))) # if intersct: # raise Exception('Parameters with the same names: {}'.format(intersct)) # # initialize empty data to avoid problems # glob_order = []; glob_format = {}; glob_default = {} # if "order" in LOCAL_TABLE_CACHE[TableName]['header'].keys(): # glob_order += LOCAL_TABLE_CACHE[TableName]['header']['order'] # glob_format.update(LOCAL_TABLE_CACHE[TableName]['header']['format']) # glob_default.update(LOCAL_TABLE_CACHE[TableName]['header']['default']) # for par_name in LOCAL_TABLE_CACHE[TableName]['header']['order']: # LOCAL_TABLE_CACHE[TableName]['data'][par_name] = [] # if "extra" in LOCAL_TABLE_CACHE[TableName]['header'].keys(): # glob_order += LOCAL_TABLE_CACHE[TableName]['header']['extra'] # glob_format.update(LOCAL_TABLE_CACHE[TableName]['header']['extra_format']) # for par_name in LOCAL_TABLE_CACHE[TableName]['header']['extra']: # glob_default[par_name] = PARAMETER_META[par_name]['default_fmt'] # LOCAL_TABLE_CACHE[TableName]['data'][par_name] = [] # line_count = 0 # for line in InfileData: # try: # RowObject = getRowObjectFromString(line,TableName) # line_count += 1 # except: # continue # addRowObject(RowObject,TableName) # LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'] = line_count # # Delete all character-separated values, treat them as column-fixed. # try: # del LOCAL_TABLE_CACHE[TableName]['header']['extra'] # del LOCAL_TABLE_CACHE[TableName]['header']['extra_format'] # del LOCAL_TABLE_CACHE[TableName]['header']['extra_separator'] # except: # pass # # Update header.order/format with header.extra/format if exist. # LOCAL_TABLE_CACHE[TableName]['header']['order'] = glob_order # LOCAL_TABLE_CACHE[TableName]['header']['format'] = glob_format # LOCAL_TABLE_CACHE[TableName]['header']['default'] = glob_default # InfileData.close() # InfileHeader.close() # print(' Lines parsed: %d' % line_count) # pass # / FORMAT CONVERSION LAYER def getTableNamesFromStorage(StorageName): file_names = listdir(StorageName) table_names = [] for file_name in file_names: matchObject = re.search('(.+)\.header$',file_name) if matchObject: table_names.append(matchObject.group(1)) return table_names # FIX POSSIBLE BUG: SIMILAR NAMES OF .PAR AND .DATA FILES # BUG FIXED BY INTRODUCING A PRIORITY: # *.data files have more priority than *.par files # See getFullTableAndHeaderName function for explanation def scanForNewParfiles(StorageName): file_names = listdir(StorageName) headers = {} # without extensions! parfiles_without_header = [] for file_name in file_names: # create dictionary of unique headers try: fname,fext = re.search('(.+)\.(\w+)',file_name).groups() except: continue if fext == 'header': headers[fname] = True for file_name in file_names: # check if extension is 'par' and the header is absent try: fname,fext = re.search('(.+)\.(\w+)',file_name).groups() except: continue if fext == 'par' and fname not in headers: parfiles_without_header.append(fname) return parfiles_without_header def createHeader(TableName): fname = TableName+'.header' fp = open(VARIABLES['BACKEND_DATABASE_NAME']+'/'+fname,'w') if os.path.isfile(TableName): raise Exception('File \"%s\" already exists!' % fname) fp.write(json.dumps(HITRAN_DEFAULT_HEADER,indent=2)) fp.close() def loadCache(): print('Using '+VARIABLES['BACKEND_DATABASE_NAME']+'\n') LOCAL_TABLE_CACHE = {} table_names = getTableNamesFromStorage(VARIABLES['BACKEND_DATABASE_NAME']) parfiles_without_header = scanForNewParfiles(VARIABLES['BACKEND_DATABASE_NAME']) # create headers for new parfiles for tab_name in parfiles_without_header: # get name without 'par' extension createHeader(tab_name) table_names.append(tab_name) for TableName in table_names: print(TableName) storage2cache(TableName) def saveCache(): try: # delete query buffer del LOCAL_TABLE_CACHE[QUERY_BUFFER] except: pass for TableName in LOCAL_TABLE_CACHE: print(TableName) cache2storage(TableName) # DB backend level, start transaction def databaseBegin(db=None): if db: VARIABLES['BACKEND_DATABASE_NAME'] = db else: VARIABLES['BACKEND_DATABASE_NAME'] = BACKEND_DATABASE_NAME_DEFAULT if not os.path.exists(VARIABLES['BACKEND_DATABASE_NAME']): os.mkdir(VARIABLES['BACKEND_DATABASE_NAME']) loadCache() # DB backend level, end transaction def databaseCommit(): saveCache() # ---------------------------------------------------- # ---------------------------------------------------- # CONDITIONS # ---------------------------------------------------- # ---------------------------------------------------- # ---------------------------------------------------- # hierarchic query.condition language: # Conditions: CONS = ('and', ('=','p1','p2'), ('<','p1',13)) # String literals are distinguished from variable names # by using the operation ('STRING','some_string') # ---------------------------------------------------- # necessary conditions for hitranonline: SAMPLE_CONDITIONS = ('AND',('SET','internal_iso_id',[1,2,3,4,5,6]),('>=','nu',0),('<=','nu',100)) # sample hitranonline protocol # http://hitran.cloudapp.net/lbl/5?output_format_id=1&iso_ids_list=5&numin=0&numax=100&access=api&key=e20e4bd3-e12c-4931-99e0-4c06e88536bd CONDITION_OPERATIONS = set(['AND','OR','NOT','RANGE','IN','<','>','<=','>=','==','!=','LIKE','STR','+','-','*','/','MATCH','SEARCH','FINDALL']) # Operations used in Condition verification # Basic scheme: operationXXX(args), # where args - list/array of arguments (>=1) def operationAND(args): # any number if arguments for arg in args: if not arg: return False return True def operationOR(args): # any number of arguments for arg in args: if arg: return True return False def operationNOT(arg): # one argument return not arg def operationRANGE(x,x_min,x_max): return x_min <= x <= x_max def operationSUBSET(arg1,arg2): # True if arg1 is subset of arg2 # arg1 is an element # arg2 is a set return arg1 in arg2 def operationLESS(args): # any number of args for i in range(1,len(args)): if args[i-1] >= args[i]: return False return True def operationMORE(args): # any number of args for i in range(1,len(args)): if args[i-1] <= args[i]: return False return True def operationLESSOREQUAL(args): # any number of args for i in range(1,len(args)): if args[i-1] > args[i]: return False return True def operationMOREOREQUAL(args): # any number of args for i in range(1,len(args)): if args[i-1] < args[i]: return False return True def operationEQUAL(args): # any number of args for i in range(1,len(args)): if args[i] != args[i-1]: return False return True def operationNOTEQUAL(arg1,arg2): return arg1 != arg2 def operationSUM(args): # any numbers of arguments if type(args[0]) in set([int,float]): result = 0 elif type(args[0]) in set([str,unicode]): result = '' else: raise Exception('SUM error: unknown arg type') for arg in args: result += arg return result def operationDIFF(arg1,arg2): return arg1-arg2 def operationMUL(args): # any numbers of arguments if type(args[0]) in set([int,float]): result = 1 else: raise Exception('MUL error: unknown arg type') for arg in args: result *= arg return result def operationDIV(arg1,arg2): return arg1/arg2 def operationSTR(arg): # transform arg to str if type(arg)!=str: raise Exception('Type mismatch: STR') return arg def operationSET(arg): # transform arg to list if type(arg) not in set([list,tuple,set]): raise Exception('Type mismatch: SET') return list(arg) def operationMATCH(arg1,arg2): # Match regex (arg1) and string (arg2) #return bool(re.match(arg1,arg2)) # works wrong return bool(re.search(arg1,arg2)) def operationSEARCH(arg1,arg2): # Search regex (arg1) in string (arg2) # Output list of entries group = re.search(arg1,arg2).groups() result = [] for item in group: result.append(('STR',item)) return result def operationFINDALL(arg1,arg2): # Search all groups of a regex # Output a list of groups of entries # XXX: If a group has more than 1 entry, # there could be potential problems list_of_groups = re.findall(arg1,arg2) result = [] for item in list_of_groups: result.append(('STR',item)) return result def operationLIST(args): # args is a list: do nothing (almost) return list(args) # /operations # GROUPING ---------------------------------------------- GROUP_INDEX = {} # GROUP_INDEX has the following structure: # GROUP_INDEX[KEY] = VALUE # KEY = table line values # VALUE = {'FUNCTIONS':DICT,'FLAG':LOGICAL,'ROWID':INTEGER} # FUNCTIONS = {'FUNC_NAME':DICT} # FUNC_NAME = {'FLAG':LOGICAL,'NAME':STRING} # name and default value GROUP_FUNCTION_NAMES = { 'COUNT' : 0, 'SUM' : 0, 'MUL' : 1, 'AVG' : 0, 'MIN' : +1e100, 'MAX' : -1e100, 'SSQ' : 0, } def clearGroupIndex(): #GROUP_INDEX = {} for key in GROUP_INDEX.keys(): del GROUP_INDEX[key] def getValueFromGroupIndex(GroupIndexKey,FunctionName): # If no such index_key, create it and return a value if FunctionName not in GROUP_FUNCTION_NAMES: raise Exception('No such function \"%s\"' % FunctionName) # In the case if NewRowObjectDefault is requested if not GroupIndexKey: return GROUP_FUNCTION_NAMES[FunctionName] if FunctionName not in GROUP_INDEX[GroupIndexKey]['FUNCTIONS']: GROUP_INDEX[GroupIndexKey]['FUNCTIONS'][FunctionName] = {} GROUP_INDEX[GroupIndexKey]['FUNCTIONS'][FunctionName]['FLAG'] = True GROUP_INDEX[GroupIndexKey]['FUNCTIONS'][FunctionName]['VALUE'] = \ GROUP_FUNCTION_NAMES[FunctionName] return GROUP_INDEX[GroupIndexKey]['FUNCTIONS'][FunctionName]['VALUE'] def setValueToGroupIndex(GroupIndexKey,FunctionName,Value): GROUP_INDEX[GroupIndexKey]['FUNCTIONS'][FunctionName]['VALUE'] = Value GROUP_DESC = {} def initializeGroup(GroupIndexKey): if GroupIndexKey not in GROUP_INDEX: print('GROUP_DESC[COUNT]='+str(GROUP_DESC['COUNT'])) GROUP_INDEX[GroupIndexKey] = {} GROUP_INDEX[GroupIndexKey]['FUNCTIONS'] = {} GROUP_INDEX[GroupIndexKey]['ROWID'] = len(GROUP_INDEX) - 1 for FunctionName in GROUP_FUNCTION_NAMES: # initialize function flags (UpdateFlag) if FunctionName in GROUP_INDEX[GroupIndexKey]['FUNCTIONS']: GROUP_INDEX[GroupIndexKey]['FUNCTIONS'][FunctionName]['FLAG'] = True print('initializeGroup: GROUP_INDEX='+str(GROUP_INDEX)) def groupCOUNT(GroupIndexKey): FunctionName = 'COUNT' Value = getValueFromGroupIndex(GroupIndexKey,FunctionName) if GroupIndexKey: if GROUP_INDEX[GroupIndexKey]['FUNCTIONS'][FunctionName]['FLAG']: GROUP_INDEX[GroupIndexKey]['FUNCTIONS'][FunctionName]['FLAG'] = False Value = Value + 1 setValueToGroupIndex(GroupIndexKey,FunctionName,Value) return Value def groupSUM(): pass def groupMUL(): pass def groupAVG(): pass def groupMIN(): pass def groupMAX(): pass def groupSSQ(): pass OPERATORS = {\ # List 'LIST' : lambda args : operationLIST(args), # And '&' : lambda args : operationAND(args), '&&' : lambda args : operationAND(args), 'AND' : lambda args : operationAND(args), # Or '|' : lambda args : operationOR(args), '||' : lambda args : operationOR(args), 'OR' : lambda args : operationOR(args), # Not '!' : lambda args : operationNOT(args[0]), 'NOT' : lambda args : operationNOT(args[0]), # Between 'RANGE' : lambda args : operationRANGE(args[0],args[1],args[2]), 'BETWEEN' : lambda args : operationRANGE(args[0],args[1],args[2]), # Subset 'IN' : lambda args : operationSUBSET(args[0],args[1]), 'SUBSET': lambda args : operationSUBSET(args[0],args[1]), # Less '<' : lambda args : operationLESS(args), 'LESS' : lambda args : operationLESS(args), 'LT' : lambda args : operationLESS(args), # More '>' : lambda args : operationMORE(args), 'MORE' : lambda args : operationMORE(args), 'MT' : lambda args : operationMORE(args), # Less or equal '<=' : lambda args : operationLESSOREQUAL(args), 'LESSOREQUAL' : lambda args : operationLESSOREQUAL(args), 'LTE' : lambda args : operationLESSOREQUAL(args), # More or equal '>=' : lambda args : operationMOREOREQUAL(args), 'MOREOREQUAL' : lambda args : operationMOREOREQUAL(args), 'MTE' : lambda args : operationMOREOREQUAL(args), # Equal '=' : lambda args : operationEQUAL(args), '==' : lambda args : operationEQUAL(args), 'EQ' : lambda args : operationEQUAL(args), 'EQUAL' : lambda args : operationEQUAL(args), 'EQUALS' : lambda args : operationEQUAL(args), # Not equal '!=' : lambda args : operationNOTEQUAL(args[0],args[1]), '<>' : lambda args : operationNOTEQUAL(args[0],args[1]), '~=' : lambda args : operationNOTEQUAL(args[0],args[1]), 'NE' : lambda args : operationNOTEQUAL(args[0],args[1]), 'NOTEQUAL' : lambda args : operationNOTEQUAL(args[0],args[1]), # Plus '+' : lambda args : operationSUM(args), 'SUM' : lambda args : operationSUM(args), # Minus '-' : lambda args : operationDIFF(args[0],args[1]), 'DIFF' : lambda args : operationDIFF(args[0],args[1]), # Mul '*' : lambda args : operationMUL(args), 'MUL' : lambda args : operationMUL(args), # Div '/' : lambda args : operationDIV(args[0],args[1]), 'DIV' : lambda args : operationDIV(args[0],args[1]), # Regexp match 'MATCH' : lambda args : operationMATCH(args[0],args[1]), 'LIKE' : lambda args : operationMATCH(args[0],args[1]), # Regexp search 'SEARCH' : lambda args : operationSEARCH(args[0],args[1]), # Regexp findal 'FINDALL' : lambda args : operationFINDALL(args[0],args[1]), # Group count 'COUNT' : lambda args : groupCOUNT(args[0]), } # new evaluateExpression function, # accounting for groups """ def evaluateExpression(root,VarDictionary,GroupIndexKey=None): # input = local tree root # XXX: this could be very slow due to passing # every time VarDictionary as a parameter # Two special cases: 1) root=varname # 2) root=list/tuple # These cases must be processed in a separate way if type(root) in set([list,tuple]): # root is not a leaf head = root[0].upper() # string constants are treated specially if head in set(['STR','STRING']): # one arg return operationSTR(root[1]) elif head in set(['SET']): return operationSET(root[1]) tail = root[1:] args = [] # evaluate arguments recursively for element in tail: # resolve tree by recursion args.append(evaluateExpression(element,VarDictionary,GroupIndexKey)) # call functions with evaluated arguments if head in set(['LIST']): # list arg return operationLIST(args) elif head in set(['&','&&','AND']): # many args return operationAND(args) elif head in set(['|','||','OR']): # many args return operationOR(args) elif head in set(['!','NOT']): # one args return operationNOT(args[0]) elif head in set(['RANGE','BETWEEN']): # three args return operationRANGE(args[0],args[1],args[2]) elif head in set(['IN','SUBSET']): # two args return operationSUBSET(args[0],args[1]) elif head in set(['<','LESS','LT']): # many args return operationLESS(args) elif head in set(['>','MORE','MT']): # many args return operationMORE(args) elif head in set(['<=','LESSOREQUAL','LTE']): # many args return operationLESSOREQUAL(args) elif head in set(['>=','MOREOREQUAL','MTE']): # many args return operationMOREOREQUAL(args) elif head in set(['=','==','EQ','EQUAL','EQUALS']): # many args return operationEQUAL(args) elif head in set(['!=','<>','~=','NE','NOTEQUAL']): # two args return operationNOTEQUAL(args[0],args[1]) elif head in set(['+','SUM']): # many args return operationSUM(args) elif head in set(['-','DIFF']): # two args return operationDIFF(args[0],args[1]) elif head in set(['*','MUL']): # many args return operationMUL(args) elif head in set(['/','DIV']): # two args return operationDIV(args[0],args[1]) elif head in set(['MATCH','LIKE']): # two args return operationMATCH(args[0],args[1]) elif head in set(['SEARCH']): # two args return operationSEARCH(args[0],args[1]) elif head in set(['FINDALL']): # two args return operationFINDALL(args[0],args[1]) # --- GROUPING OPERATIONS --- elif head in set(['COUNT']): return groupCOUNT(GroupIndexKey) else: raise Exception('Unknown operator: %s' % root[0]) elif type(root)==str: # root is a par_name return VarDictionary[root] else: # root is a non-string constant return root """ def evaluateExpression(root,VarDictionary,GroupIndexKey=None): # input = local tree root # XXX: this could be very slow due to passing # every time VarDictionary as a parameter # Two special cases: 1) root=varname # 2) root=list/tuple # These cases must be processed in a separate way if type(root) in set([list,tuple]): # root is not a leaf head = root[0].upper() # string constants are treated specially if head in set(['STR','STRING']): # one arg return operationSTR(root[1]) elif head in set(['SET']): return operationSET(root[1]) tail = root[1:] args = [] # evaluate arguments recursively for element in tail: # resolve tree by recursion args.append(evaluateExpression(element,VarDictionary,GroupIndexKey)) # call functions with evaluated arguments try: return OPERATORS[head](args) except KeyError: raise Exception('Unknown operator: %s' % head) elif type(root)==str: # root is a par_name return VarDictionary[root] else: # root is a non-string constant return root def getVarDictionary(RowObject): # get VarDict from RowObject # VarDict: par_name => par_value VarDictionary = {} for par_name,par_value,par_format in RowObject: VarDictionary[par_name] = par_value return VarDictionary def checkRowObject(RowObject,Conditions,VarDictionary): #VarDictionary = getVarDictionary(RowObject) if Conditions: Flag = evaluateExpression(Conditions,VarDictionary) else: Flag=True return Flag # ---------------------------------------------------- # /CONDITIONS # ---------------------------------------------------- # ---------------------------------------------------- # PARAMETER NAMES (includeing creation of new ones) # ---------------------------------------------------- # Bind an expression to a new parameter # in a form: ('BIND','new_par',('some_exp',...)) def operationBIND(parname,Expression,VarDictionary): pass # This section is for more detailed processing of parlists. # Table creation must include not only subsets of # existing parameters, but also new parameters # derived from functions on a special prefix language # For this reason subsetOfRowObject(..) must be substituted # by newRowObject(ParameterNames,RowObject) # For parsing use the function evaluateExpression # Get names from expression. # Must merge this one with evaluateExrpression. # This is VERY LIMITED version of what will be # when make the language parser is implemented. # For more ideas and info see LANGUAGE_REFERENCE # more advansed version of expression evaluator def evaluateExpressionPAR(ParameterNames,VarDictionary=None): # RETURN: 1) Upper-level Expression names # 2) Upper-level Expression values # Is it reasonable to pass a Context to every parse function? # For now the function does the following: # 1) iterates through all UPPER-LEVEL list elements # 2) if element is a par name: return par name # if element is an BIND expression: return bind name # (see operationBIND) # 3) if element is an anonymous expression: return #N(=1,2,3...) # N.B. Binds can be only on the 0-th level of Expression pass def getContextFormat(RowObject): # Get context format from the whole RowObject ContextFormat = {} for par_name,par_value,par_format in RowObject: ContextFormat[par_name] = par_format return ContextFormat def getDefaultFormat(Type): if Type is int: return '%10d' elif Type is float: return '%25.15E' elif Type is str: return '%20s' elif Type is bool: return '%2d' else: raise Exception('Unknown type') def getDefaultValue(Type): if Type is int: return 0 elif Type is float: return 0.0 elif Type is str: return '' elif Type is bool: return False else: raise Exception('Unknown type') # VarDictionary = Context (this name is more suitable) # GroupIndexKey is a key to special structure/dictionary GROUP_INDEX. # GROUP_INDEX contains information needed to calculate streamed group functions # such as COUNT, AVG, MIN, MAX etc... def newRowObject(ParameterNames,RowObject,VarDictionary,ContextFormat,GroupIndexKey=None): # Return a subset of RowObject according to # ParameterNames include either par names # or expressions containing par names literals # ContextFormat contains format for ParNames anoncount = 0 RowObjectNew = [] for expr in ParameterNames: if type(expr) in set([list,tuple]): # bind head = expr[0] if head in set(['let','bind','LET','BIND']): par_name = expr[1] par_expr = expr[2] else: par_name = "#%d" % anoncount anoncount += 1 par_expr = expr par_value = evaluateExpression(par_expr,VarDictionary,GroupIndexKey) try: par_format = expr[3] except: par_format = getDefaultFormat(type(par_value)) else: # parname par_name = expr par_value = VarDictionary[par_name] par_format = ContextFormat[par_name] RowObjectNew.append((par_name,par_value,par_format)) return RowObjectNew # ---------------------------------------------------- # /PARAMETER NAMES # ---------------------------------------------------- # ---------------------------------------------------- # OPERATIONS ON TABLES # ---------------------------------------------------- QUERY_BUFFER = '__BUFFER__' def getTableList(): return LOCAL_TABLE_CACHE.keys() def describeTable(TableName): """ INPUT PARAMETERS: TableName: name of the table to describe OUTPUT PARAMETERS: none --- DESCRIPTION: Print information about table, including parameter names, formats and wavenumber range. --- EXAMPLE OF USAGE: describeTable('sampletab') --- """ print('-----------------------------------------') print(TableName+' summary:') try: print('-----------------------------------------') print('Comment: \n'+LOCAL_TABLE_CACHE[TableName]['header']['comment']) except: pass print('Number of rows: '+str(LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'])) print('Table type: '+str(LOCAL_TABLE_CACHE[TableName]['header']['table_type'])) print('-----------------------------------------') print(' PAR_NAME PAR_FORMAT') print('') for par_name in LOCAL_TABLE_CACHE[TableName]['header']['order']: par_format = LOCAL_TABLE_CACHE[TableName]['header']['format'][par_name] print('%20s %20s' % (par_name,par_format)) print('-----------------------------------------') # Write a table to File or STDOUT def outputTable(TableName,Conditions=None,File=None,Header=True): # Display or record table with condition checking if File: Header = False OutputFile = open(File,'w') if Header: headstr = putTableHeaderToString(TableName) if File: OutputFile.write(headstr) else: print(headstr) for RowID in range(0,LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows']): RowObject = getRowObject(RowID,TableName) VarDictionary = getVarDictionary(RowObject) VarDictionary['LineNumber'] = RowID if not checkRowObject(RowObject,Conditions,VarDictionary): continue raw_string = putRowObjectToString(RowObject) if File: OutputFile.write(raw_string+'\n') else: print(raw_string) # Create table "prototype-based" way def createTable(TableName,RowObjectDefault): # create a Table based on a RowObjectDefault LOCAL_TABLE_CACHE[TableName] = {} header_order = [] header_format = {} header_default = {} data = {} for par_name,par_value,par_format in RowObjectDefault: header_order.append(par_name) header_format[par_name] = par_format header_default[par_name] = par_value data[par_name] = [] #header_order = tuple(header_order) # XXX ? LOCAL_TABLE_CACHE[TableName]['header']={} LOCAL_TABLE_CACHE[TableName]['header']['order'] = header_order LOCAL_TABLE_CACHE[TableName]['header']['format'] = header_format LOCAL_TABLE_CACHE[TableName]['header']['default'] = header_default LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'] = 0 LOCAL_TABLE_CACHE[TableName]['header']['size_in_bytes'] = 0 LOCAL_TABLE_CACHE[TableName]['header']['table_name'] = TableName LOCAL_TABLE_CACHE[TableName]['header']['table_type'] = 'column-fixed' LOCAL_TABLE_CACHE[TableName]['data'] = data # simple "drop table" capability def dropTable(TableName): """ INPUT PARAMETERS: TableName: name of the table to delete OUTPUT PARAMETERS: none --- DESCRIPTION: Deletes a table from local database. --- EXAMPLE OF USAGE: dropTable('some_dummy_table') --- """ # delete Table from both Cache and Storage try: #LOCAL_TABLE_CACHE[TableName] = {} del LOCAL_TABLE_CACHE[TableName] except: pass # delete from storage pass # TODO # Returns a column corresponding to parameter name def getColumn(TableName,ParameterName): """ INPUT PARAMETERS: TableName: source table name (required) ParameterName: name of column to get (required) OUTPUT PARAMETERS: ColumnData: list of values from specified column --- DESCRIPTION: Returns a column with a name ParameterName from table TableName. Column is returned as a list of values. --- EXAMPLE OF USAGE: p1 = getColumn('sampletab','p1') --- """ return LOCAL_TABLE_CACHE[TableName]['data'][ParameterName] # Returns a list of columns corresponding to parameter names def getColumns(TableName,ParameterNames): """ INPUT PARAMETERS: TableName: source table name (required) ParameterNames: list of column names to get (required) OUTPUT PARAMETERS: ListColumnData: tuple of lists of values from specified column --- DESCRIPTION: Returns columns with a names in ParameterNames from table TableName. Columns are returned as a tuple of lists. --- EXAMPLE OF USAGE: p1,p2,p3 = getColumns('sampletab',('p1','p2','p3')) --- """ Columns = [] for par_name in ParameterNames: Columns.append(LOCAL_TABLE_CACHE[TableName]['data'][par_name]) return Columns def addColumn(TableName,ParameterName,Before=None,Expression=None,Type=None,Default=None,Format=None): if ParameterName in LOCAL_TABLE_CACHE[TableName]['header']['format']: raise Exception('Column \"%s\" already exists' % ParameterName) if not Type: Type = float if not Default: Default = getDefaultValue(Type) if not Format: Format = getDefaultFormat(Type) number_of_rows = LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'] # Mess with data if not Expression: LOCAL_TABLE_CACHE[TableName]['data'][ParameterName]=[Default for i in range(0,number_of_rows)] else: data = [] for RowID in range(0,number_of_rows): RowObject = getRowObject(RowID,TableName) VarDictionary = getVarDictionary(RowObject) VarDictionary['LineNumber'] = RowID par_value = evaluateExpression(Expression,VarDictionary) data.append(par_value) LOCAL_TABLE_CACHE[TableName]['data'][ParameterName] = data # Mess with header header_order = LOCAL_TABLE_CACHE[TableName]['header']['order'] if not Before: header_order.append(ParameterName) else: #i = 0 #for par_name in header_order: # if par_name == Before: break # i += 1 i = header_order.index(Before) header_order = header_order[:i] + [ParameterName,] + header_order[i:] LOCAL_TABLE_CACHE[TableName]['header']['order'] = header_order LOCAL_TABLE_CACHE[TableName]['header']['format'][ParameterName] = Format LOCAL_TABLE_CACHE[TableName]['header']['default'][ParameterName] = Default def deleteColumn(TableName,ParameterName): if ParameterName not in LOCAL_TABLE_CACHE[TableName]['header']['format']: raise Exception('No such column \"%s\"' % ParameterName) # Mess with data i = LOCAL_TABLE_CACHE[TableName]['header']['order'].index(ParameterName) del LOCAL_TABLE_CACHE[TableName]['header']['order'][i] del LOCAL_TABLE_CACHE[TableName]['header']['format'][ParameterName] del LOCAL_TABLE_CACHE[TableName]['header']['default'][ParameterName] if not LOCAL_TABLE_CACHE[TableName]['header']['order']: LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'] = 0 # Mess with header del LOCAL_TABLE_CACHE[TableName]['data'][ParameterName] def deleteColumns(TableName,ParameterNames): if type(ParameterNames) not in set([list,tuple,set]): ParameterNames = [ParameterNames] for ParameterName in ParameterNames: deleteColumn(TableName,ParameterName) def renameColumn(TableName,OldParameterName,NewParameterName): pass def insertRow(): pass def deleteRows(TableName,ParameterNames,Conditions): pass # select from table to another table def selectInto(DestinationTableName,TableName,ParameterNames,Conditions): # TableName must refer to an existing table in cache!! # Conditions = Restrictables in specific format # Sample conditions: cond = {'par1':{'range',[b_lo,b_hi]},'par2':b} # return structure similar to TableObject and put it to QUERY_BUFFER # if ParameterNames is '*' then all parameters are used #table_columns = LOCAL_TABLE_CACHE[TableName]['data'].keys() #table_length = len(TableObject['header']['number_of_rows']) #if ParameterNames=='*': # ParameterNames = table_columns # check if Conditions contain elements which are not in the TableObject #condition_variables = getConditionVariables(Conditions) #strange_pars = set(condition_variables)-set(table_variables) #if strange_pars: # raise Exception('The following parameters are not in the table \"%s\"' % (TableName,list(strange_pars))) # do full scan each time if DestinationTableName == TableName: raise Exception('Selecting into source table is forbidden') table_length = LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'] row_count = 0 for RowID in range(0,table_length): RowObject = getRowObject(RowID,TableName) VarDictionary = getVarDictionary(RowObject) VarDictionary['LineNumber'] = RowID ContextFormat = getContextFormat(RowObject) RowObjectNew = newRowObject(ParameterNames,RowObject,VarDictionary,ContextFormat) if checkRowObject(RowObject,Conditions,VarDictionary): addRowObject(RowObjectNew,DestinationTableName) row_count += 1 LOCAL_TABLE_CACHE[DestinationTableName]['header']['number_of_rows'] += row_count def length(TableName): tab_len = LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'] #print(str(tab_len)+' rows in '+TableName) return tab_len # Select parameters from a table with certain conditions. # Parameters can be the names or expressions. # Conditions contain a list of expressions in a special language. # Set Output to False to suppress output # Set File=FileName to redirect output to a file. def select(TableName,DestinationTableName=QUERY_BUFFER,ParameterNames=None,Conditions=None,Output=True,File=None): """ INPUT PARAMETERS: TableName: name of source table (required) DestinationTableName: name of resulting table (optional) ParameterNames: list of parameters or expressions (optional) Conditions: list of logincal expressions (optional) Output: enable (True) or suppress (False) text output (optional) File: enable (True) or suppress (False) file output (optional) OUTPUT PARAMETERS: none --- DESCRIPTION: Select or filter the data in some table either to standard output or to file (if specified) --- EXAMPLE OF USAGE: select('sampletab',DestinationTableName='outtab',ParameterNames=(p1,p2), Conditions=(('and',('>=','p1',1),('<',('*','p1','p2'),20)))) Conditions means (p1>=1 and p1*p2<20) --- """ # TODO: Variables defined in ParameterNames ('LET') MUST BE VISIBLE IN Conditions !! # check if table exists if TableName not in LOCAL_TABLE_CACHE.keys(): raise Exception('%s: no such table. Check tableList() for more info.' % TableName) if not ParameterNames: ParameterNames=LOCAL_TABLE_CACHE[TableName]['header']['order'] LOCAL_TABLE_CACHE[DestinationTableName] = {} # clear QUERY_BUFFER for the new result RowObjectDefault = getDefaultRowObject(TableName) VarDictionary = getVarDictionary(RowObjectDefault) ContextFormat = getContextFormat(RowObjectDefault) RowObjectDefaultNew = newRowObject(ParameterNames,RowObjectDefault,VarDictionary,ContextFormat) dropTable(DestinationTableName) # redundant createTable(DestinationTableName,RowObjectDefaultNew) selectInto(DestinationTableName,TableName,ParameterNames,Conditions) if DestinationTableName!=QUERY_BUFFER: if File: outputTable(DestinationTableName,File=File) elif Output: outputTable(DestinationTableName,File=File) # SORTING =========================================================== def arrangeTable(TableName,DestinationTableName=None,RowIDList=None): #print 'AT/' #print 'AT: RowIDList = '+str(RowIDList) # make a subset of table rows according to RowIDList if not DestinationTableName: DestinationTableName = TableName if DestinationTableName != TableName: dropTable(DestinationTableName) LOCAL_TABLE_CACHE[DestinationTableName]['header']=LOCAL_TABLE_CACHE[TableName]['header'] LOCAL_TABLE_CACHE[DestinationTableName]['data']={} LOCAL_TABLE_CACHE[DestinationTableName]['header']['number_of_rows'] = len(RowIDList) #print 'AT: RowIDList = '+str(RowIDList) for par_name in LOCAL_TABLE_CACHE[DestinationTableName]['header']['order']: par_data = LOCAL_TABLE_CACHE[TableName]['data'][par_name] LOCAL_TABLE_CACHE[DestinationTableName]['data'][par_name] = [par_data[i] for i in RowIDList] def compareLESS(RowObject1,RowObject2,ParameterNames): #print 'CL/' # arg1 and arg2 are RowObjects # Compare them according to ParameterNames # Simple validity check: #if len(arg1) != len(arg2): # raise Exception('Arguments have different lengths') #RowObject1Subset = subsetOfRowObject(ParameterNames,RowObject1) #RowObject2Subset = subsetOfRowObject(ParameterNames,RowObject2) #return RowObject1Subset < RowObject2Subset row1 = [] row2 = [] #n = len(RowObject1) #for i in range(0,n): # par_name1 = RowObject1[i][0] # if par_name1 in ParameterNames: # par_value1 = RowObject1[i][1] # par_value2 = RowObject2[i][1] # row1 += [par_value1] # row2 += [par_value2] VarDictionary1 = getVarDictionary(RowObject1) VarDictionary2 = getVarDictionary(RowObject2) for par_name in ParameterNames: par_value1 = VarDictionary1[par_name] par_value2 = VarDictionary2[par_name] row1 += [par_value1] row2 += [par_value2] Flag = row1 < row2 return Flag def quickSort(index,TableName,ParameterNames,Accending=True): # ParameterNames: names of parameters which are # taking part in the sorting if index == []: return [] else: PivotID = index[0] Pivot = getRowObject(PivotID,TableName) lesser_index = [] greater_index = []; for RowID in index[1:]: RowObject = getRowObject(RowID,TableName) if compareLESS(RowObject,Pivot,ParameterNames): lesser_index += [RowID] else: greater_index += [RowID] lesser = quickSort(lesser_index,TableName,ParameterNames,Accending) greater = quickSort(greater_index,TableName,ParameterNames,Accending) if Accending: return lesser + [PivotID] + greater else: return greater + [PivotID] + lesser # Sorting must work well on the table itself! def sort(TableName,DestinationTableName=None,ParameterNames=None,Accending=True,Output=False,File=None): """ INPUT PARAMETERS: TableName: name of source table (required) DestinationTableName: name of resulting table (optional) ParameterNames: list of parameters or expressions to sort by (optional) Accending: sort in ascending (True) or descending (False) order (optional) Output: enable (True) or suppress (False) text output (optional) File: enable (True) or suppress (False) file output (optional) OUTPUT PARAMETERS: none --- DESCRIPTION: Sort a table by a list of it's parameters or expressions. The sorted table is saved in DestinationTableName (if specified). --- EXAMPLE OF USAGE: sort('sampletab',ParameterNames=(p1,('+',p1,p2))) --- """ number_of_rows = LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'] index = range(0,number_of_rows) if not DestinationTableName: DestinationTableName = TableName # if names are not provided use all parameters in sorting if not ParameterNames: ParameterNames = LOCAL_TABLE_CACHE[TableName]['header']['order'] elif type(ParameterNames) not in set([list,tuple]): ParameterNames = [ParameterNames] # fix of stupid bug where ('p1',) != ('p1') index_sorted = quickSort(index,TableName,ParameterNames,Accending) arrangeTable(TableName,DestinationTableName,index_sorted) if Output: outputTable(DestinationTableName,File=File) # /SORTING ========================================================== # GROUPING ========================================================== # GROUP_INDEX global auxiliary structure is a Dictionary, # which has the following properties: # 1) Each key is a composite variable: # [array of values of ParameterNames variable # STREAM_UPDATE_FLAG] # 2) Each value is an index in LOCAL_TABLE_CACHE[TableName]['data'][...], # corresponding to this key # STREAM_UPDATE_FLAG = TRUE if value in GROUP_INDEX needs updating # = FALSE otherwise # If no grouping variables are specified (GroupParameterNames==None) # than the following key is used: "__GLOBAL__" def group(TableName,DestinationTableName=QUERY_BUFFER,ParameterNames=None,GroupParameterNames=None,File=None,Output=True): """ INPUT PARAMETERS: TableName: name of source table (required) DestinationTableName: name of resulting table (optional) ParameterNames: list of parameters or expressions to take (optional) GroupParameterNames: list of parameters or expressions to group by (optional) Accending: sort in ascending (True) or descending (False) order (optional) Output: enable (True) or suppress (False) text output (optional) OUTPUT PARAMETERS: none --- DESCRIPTION: none --- EXAMPLE OF USAGE: group('sampletab',ParameterNames=('p1',('sum','p2')),GroupParameterNames=('p1')) ... makes grouping by p1,p2. For each group it calculates sum of p2 values. --- """ # Implements such functions as: # count,sum,avg,min,max,ssq etc... # 1) ParameterNames can contain group functions # 2) GroupParameterNames can't contain group functions # 3) If ParameterNames contains parameters defined by LET directive, # it IS visible in the sub-context of GroupParameterNames # 4) Parameters defined in GroupParameterNames are NOT visible in ParameterNames # 5) ParameterNames variable represents the structure of the resulting table/collection # 6) GroupParameterNames can contain either par_names or expressions with par_names # Clear old GROUP_INDEX value clearGroupIndex() # Consistency check if TableName == DestinationTableName: raise Exception('TableName and DestinationTableName must be different') #if not ParameterNames: ParameterNames=LOCAL_TABLE_CACHE[TableName]['header']['order'] # Prepare the new DestinationTable RowObjectDefault = getDefaultRowObject(TableName) VarDictionary = getVarDictionary(RowObjectDefault) ContextFormat = getContextFormat(RowObjectDefault) RowObjectDefaultNew = newRowObject(ParameterNames,RowObjectDefault,VarDictionary,ContextFormat) dropTable(DestinationTableName) # redundant createTable(DestinationTableName,RowObjectDefaultNew) # Loop through rows of source Table # On each iteration group functions update GROUP_INDEX (see description above) number_of_rows = LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'] # STAGE 1: CREATE GROUPS print('LOOP:') for RowID in range(0,number_of_rows): print('--------------------------------') print('RowID='+str(RowID)) RowObject = getRowObject(RowID,TableName) # RowObject from source table VarDictionary = getVarDictionary(RowObject) print('VarDictionary='+str(VarDictionary)) # This is a trick which makes evaluateExpression function # not consider first expression as an operation GroupParameterNames_ = ['LIST'] + list(GroupParameterNames) GroupIndexKey = evaluateExpression(GroupParameterNames_,VarDictionary) # List is an unhashable type in Python! GroupIndexKey = tuple(GroupIndexKey) initializeGroup(GroupIndexKey) print('GROUP_INDEX='+str(GROUP_INDEX)) ContextFormat = getContextFormat(RowObject) RowObjectNew = newRowObject(ParameterNames,RowObject,VarDictionary,ContextFormat,GroupIndexKey) RowIDGroup = GROUP_INDEX[GroupIndexKey]['ROWID'] setRowObject(RowIDGroup,RowObjectNew,DestinationTableName) # Output result if required if Output and DestinationTableName==QUERY_BUFFER: outputTable(DestinationTableName,File=File) # /GROUPING ========================================================= # EXTRACTING ======================================================== REGEX_INTEGER = '[+-]?\d+' REGEX_STRING = '[^\s]+' REGEX_FLOAT_F = '[+-]?\d*\.?\d+' REGEX_FLOAT_E = '[+-]?\d*\.?\d+[eEfF]?[+-]?\d+' REGEX_INTEGER_FIXCOL = lambda n: '\d{%d}' % n REGEX_STRING_FIXCOL = lambda n: '[^\s]{%d}' % n REGEX_FLOAT_F_FIXCOL = lambda n: '[\+\-\.\d]{%d}' % n REGEX_FLOAT_E_FIXCOL = lambda n: '[\+\-\.\deEfF]{%d}' % n # Extract sub-columns from string column def extractColumns(TableName,SourceParameterName,ParameterFormats,ParameterNames=None,FixCol=False): """ INPUT PARAMETERS: TableName: name of source table (required) SourceParameterName: name of source column to process (required) ParameterFormats: c formats of unpacked parameters (required) ParameterNames: list of resulting parameter names (optional) FixCol: column-fixed (True) format of source column (optional) OUTPUT PARAMETERS: none --- DESCRIPTION: Note, that this function is aimed to do some extra job on interpreting string parameters which is normally supposed to be done by the user. --- EXAMPLE OF USAGE: extractColumns('sampletab',SourceParameterName='p5', ParameterFormats=('%d','%d','%d'), ParameterNames=('p5_1','p5_2','p5_3')) This example extracts three integer parameters from a source column 'p5' and puts results in ('p5_1','p5_2','p5_3'). --- """ # ParameterNames = just the names without expressions # ParFormats contains python formats for par extraction # Example: ParameterNames=('v1','v2','v3') # ParameterFormats=('%1s','%1s','%1s') # By default the format of parameters is column-fixed if type(LOCAL_TABLE_CACHE[TableName]['header']['default'][SourceParameterName]) not in set([str,unicode]): raise Exception('Source parameter must be a string') i=-1 # bug when (a,) != (a) if ParameterNames and type(ParameterNames) not in set([list,tuple]): ParameterNames = [ParameterNames] if ParameterFormats and type(ParameterFormats) not in set([list,tuple]): ParameterFormats = [ParameterFormats] # if ParameterNames is empty, fill it with #1-2-3-... if not ParameterNames: ParameterNames = [] # using naming convension #i, i=0,1,2,3... for par_format in ParameterFormats: while True: i+=1 par_name = '#%d' % i fmt = LOCAL_TABLE_CACHE[TableName]['header']['format'].get(par_name,None) if not fmt: break ParameterNames.append(par_name) # check if ParameterNames are valid Intersection = set(ParameterNames).intersection(LOCAL_TABLE_CACHE[TableName]['header']['order']) if Intersection: raise Exception('Parameters %s already exist' % str(list(Intersection))) # loop over ParameterNames to prepare LOCAL_TABLE_CACHE i=0 for par_name in ParameterNames: par_format = ParameterFormats[i] LOCAL_TABLE_CACHE[TableName]['header']['format'][par_name]=par_format LOCAL_TABLE_CACHE[TableName]['data'][par_name]=[] i+=1 # append new parameters in order list LOCAL_TABLE_CACHE[TableName]['header']['order'] += ParameterNames # cope with default values i=0 format_regex = [] format_types = [] for par_format in ParameterFormats: par_name = ParameterNames[i] regex = FORMAT_PYTHON_REGEX (lng,trail,lngpnt,ty) = re.search(regex,par_format).groups() ty = ty.lower() if ty == 'd': par_type = int if FixCol: format_regex_part = REGEX_INTEGER_FIXCOL(lng) else: format_regex_part = REGEX_INTEGER elif ty == 's': par_type = str if FixCol: format_regex_part = REGEX_STRING_FIXCOL(lng) else: format_regex_part = REGEX_STRING elif ty == 'f': par_type = float if FixCol: format_regex_part = REGEX_FLOAT_F_FIXCOL(lng) else: format_regex_part = REGEX_FLOAT_F elif ty == 'e': par_type = float if FixCol: format_regex_part = REGEX_FLOAT_E_FIXCOL(lng) else: format_regex_part = REGEX_FLOAT_E else: raise Exception('Unknown data type') format_regex.append('('+format_regex_part+')') format_types.append(par_type) def_val = getDefaultValue(par_type) LOCAL_TABLE_CACHE[TableName]['header']['default'][par_name]=def_val i+=1 format_regex = '\s*'.join(format_regex) # loop through values of SourceParameter for SourceParameterString in LOCAL_TABLE_CACHE[TableName]['data'][SourceParameterName]: try: ExtractedValues = list(re.search(format_regex,SourceParameterString).groups()) except: raise Exception('Error with line \"%s\"' % SourceParameterString) i=0 # loop through all parameters which are supposed to be extracted for par_name in ParameterNames: par_value = format_types[i](ExtractedValues[i]) LOCAL_TABLE_CACHE[TableName]['data'][par_name].append(par_value) i+=1 # explicitly check that number of rows are equal number_of_rows = LOCAL_TABLE_CACHE[TableName]['header']['number_of_rows'] number_of_rows2 = len(LOCAL_TABLE_CACHE[TableName]['data'][SourceParameterName]) number_of_rows3 = len(LOCAL_TABLE_CACHE[TableName]['data'][ParameterNames[0]]) if not (number_of_rows == number_of_rows2 == number_of_rows3): raise Exception('Error while extracting parameters: check your regexp') # Split string columns into sub-columns with given names def splitColumn(TableName,SourceParameterName,ParameterNames,Splitter): pass # /EXTRACTING ======================================================= # --------------------------------------------------------------- # --------------------------------------------------------------- # /LOCAL DATABASE MANAGEMENT SYSTEM # --------------------------------------------------------------- # --------------------------------------------------------------- # -------------------------------------------------------------------------- # -------------------------------------------------------------------------- # GLOBAL API FUNCTIONS # -------------------------------------------------------------------------- # -------------------------------------------------------------------------- def mergeParlist(*arg): # Merge parlists and remove duplicates. # Argument contains a list of lists/tuples. container = [] for a in arg: container += list(a) result = [] index = set() for par_name in container: if par_name not in index: index.add(par_name) result.append(par_name) return result # Define parameter groups to simplify the usage of fetch_ # "Long term" core version includes templates for the Parlists instead of listing the broadeners explicitly. # Each template parameter has '%s' in place of a broadener, i.e. 'gamma_%s' instead of 'gamma_air' # ====================================================== # CODE FOR GENERATING PARAMETER NAMES FOR LINE PROFILES # NAME: GENERATE_PARLIST # NOTE: THIS CODE DOESN'T COVER NON-PROFILE PARAMETERS # SUCH AS QUANTA, LOCAL AND GLOBAL IDS ETC... # NOTE2: THIS CODE DOESN'T GUARANTEE THAT THE GENERATED # PARAMETER NAMES WILL EXIST IN THE HITRANONLINE # DATABASE! # TO GET THE REAL PARAMETER NAMES PLEASE EITHER # USE THE EXTENSION OF THE HITRAN APPLICATION # PROGRAMMING INTERFACE: # (http://github.org/hitranonline/hapi2) ... # ... OR LOOK FOR THE CUSTOM USER FORMAT WEB PAGE # ON HITRANONLINE WEBSITE (http://hitran.org). # ====================================================== VOIGT_PROFILE_TEMPLATE = ['gamma_%s','n_%s','delta_%s','deltap_%s'] SDVOIGT_PROFILE_TEMPLATE = [ 'gamma_SDV_0_%s_%d','n_SDV_%s_%d', # HWHM AND ITS T-DEPENDENCE 'gamma_SDV_2_%s_%d','n_gamma_SDV_2_%s_%d', # SPEED-DEPENDENCE OF HWHM AND ITS T-DEPENDENCE 'delta_SDV_%s_%d','deltap_SDV_%s_%d', # SHIFT AND ITS T-DEPENDENCE 'SD_%s' # UNITLESS SDV PARAMETER ] HT_PROFILE_TEMPLATE = [ 'gamma_HT_0_%s_%d','n_HT_%s_%d', # HWHM AND ITS T-DEPENDENCE 'gamma_HT_2_%s_%d','n_gamma_HT_2_%s_%d', # SPEED-DEPENDENCE OF HWHM AND ITS T-DEPENDENCE 'delta_HT_%s_%d','deltap_HT_%s_%d', # SHIFT AND ITS T-DEPENDENCE ] def apply_env(template,broadener,Tref): args = [] if '%s' in template: args.append(broadener) if '%d' in template: args.append(Tref) return template%tuple(args) def generate_parlist(profile,broadener,Tref): PROFILE_MAP = { 'voigt': VOIGT_PROFILE_TEMPLATE, 'vp': VOIGT_PROFILE_TEMPLATE, 'sdvoigt': SDVOIGT_PROFILE_TEMPLATE, 'sdvp': SDVOIGT_PROFILE_TEMPLATE, 'ht': HT_PROFILE_TEMPLATE, 'htp': HT_PROFILE_TEMPLATE, } return [apply_env(template,broadener,Tref) \ for template in PROFILE_MAP[profile.lower()]] # generate_parlist('Voigt','air',296) => gamma_air, # ==================================================================== # PARLISTS FOR EACH BROADENER EXPLICITLY (FOR BACKWARDS COMPATIBILITY) # ==================================================================== # Define parameter groups to simplify the usage of fetch_ PARLIST_DOTPAR = ['par_line',] PARLIST_ID = ['trans_id',] PARLIST_STANDARD = ['molec_id','local_iso_id','nu','sw','a','elower','gamma_air', 'delta_air','gamma_self','n_air','n_self','gp','gpp'] PARLIST_LABELS = ['statep','statepp'] #PARLIST_LINEMIXING = ['y_air','y_self'] PARLIST_VOIGT_AIR = ['gamma_air','delta_air','deltap_air','n_air'] PARLIST_VOIGT_SELF = ['gamma_self','delta_self','deltap_self','n_self'] PARLIST_VOIGT_H2 = ['gamma_H2','delta_H2','deltap_H2','n_H2'] PARLIST_VOIGT_CO2 = ['gamma_CO2','delta_CO2','n_CO2'] PARLIST_VOIGT_HE = ['gamma_He','delta_He','n_He'] PARLIST_VOIGT_H2O = ['gamma_H2O','n_H2O'] PARLIST_VOIGT_LINEMIXING_AIR = ['y_air'] PARLIST_VOIGT_LINEMIXING_SELF = ['y_self'] PARLIST_VOIGT_LINEMIXING_ALL = mergeParlist(PARLIST_VOIGT_LINEMIXING_AIR, PARLIST_VOIGT_LINEMIXING_SELF) PARLIST_VOIGT_ALL = mergeParlist(PARLIST_VOIGT_AIR,PARLIST_VOIGT_SELF, PARLIST_VOIGT_H2,PARLIST_VOIGT_CO2, PARLIST_VOIGT_HE,PARLIST_VOIGT_H2O, PARLIST_VOIGT_LINEMIXING_ALL) #PARLIST_SDVOIGT_AIR = ['gamma_air','delta_air','deltap_air','n_air','SD_air'] #PARLIST_SDVOIGT_AIR = ['gamma_SDV_0_air_296','n_SDV_air_296', # 'gamma_SDV_2_air_296','n_gamma_SDV_2_air_296', # n_SDV_2_air_296 ? PARLIST_SDVOIGT_AIR = ['gamma_SDV_0_air_296', # don't include temperature exponents while they are absent in the database 'gamma_SDV_2_air_296', # don't include temperature exponents while they are absent in the database 'delta_SDV_0_air_296','deltap_SDV_air_296','SD_air'] #PARLIST_SDVOIGT_SELF = ['gamma_self','delta_self','deltap_self','n_self','SD_self'] #PARLIST_SDVOIGT_SELF = ['gamma_SDV_0_self_296','n_SDV_self_296', # 'gamma_SDV_2_self_296','n_gamma_SDV_2_self_296', # n_SDV_2_self_296 ? PARLIST_SDVOIGT_SELF = ['gamma_SDV_0_self_296', # don't include temperature exponents while they are absent in the database 'gamma_SDV_2_self_296', # don't include temperature exponents while they are absent in the database 'delta_SDV_0_self_296','deltap_SDV_self_296','SD_self'] PARLIST_SDVOIGT_H2 = [] PARLIST_SDVOIGT_CO2 = [] PARLIST_SDVOIGT_HE = [] #PARLIST_SDVOIGT_LINEMIXING_AIR = ['Y_SDV_air_296','n_Y_SDV_air_296'] PARLIST_SDVOIGT_LINEMIXING_AIR = ['Y_SDV_air_296'] # don't include temperature exponents while they are absent in the database #PARLIST_SDVOIGT_LINEMIXING_SELF = ['Y_SDV_self_296','n_Y_SDV_self_296'] PARLIST_SDVOIGT_LINEMIXING_SELF = ['Y_SDV_self_296'] # don't include temperature exponents while they are absent in the database PARLIST_SDVOIGT_LINEMIXING_ALL = mergeParlist(PARLIST_SDVOIGT_LINEMIXING_AIR, PARLIST_SDVOIGT_LINEMIXING_SELF) PARLIST_SDVOIGT_ALL = mergeParlist(PARLIST_SDVOIGT_AIR,PARLIST_SDVOIGT_SELF, PARLIST_SDVOIGT_H2,PARLIST_SDVOIGT_CO2, PARLIST_SDVOIGT_HE,PARLIST_SDVOIGT_LINEMIXING_ALL) PARLIST_GALATRY_AIR = ['gamma_air','delta_air','deltap_air','n_air','beta_g_air'] PARLIST_GALATRY_SELF = ['gamma_self','delta_self','deltap_self','n_self','beta_g_self'] PARLIST_GALATRY_H2 = [] PARLIST_GALATRY_CO2 = [] PARLIST_GALATRY_HE = [] PARLIST_GALATRY_ALL = mergeParlist(PARLIST_GALATRY_AIR,PARLIST_GALATRY_SELF, PARLIST_GALATRY_H2,PARLIST_GALATRY_CO2, PARLIST_GALATRY_HE) PARLIST_HT_SELF = ['gamma_HT_0_self_50','n_HT_self_50','gamma_HT_2_self_50', 'delta_HT_0_self_50','deltap_HT_self_50','delta_HT_2_self_50', 'gamma_HT_0_self_150','n_HT_self_150','gamma_HT_2_self_150', 'delta_HT_0_self_150','deltap_HT_self_150','delta_HT_2_self_150', 'gamma_HT_0_self_296','n_HT_self_296','gamma_HT_2_self_296', 'delta_HT_0_self_296','deltap_HT_self_296','delta_HT_2_self_296', 'gamma_HT_0_self_700','n_HT_self_700','gamma_HT_2_self_700', 'delta_HT_0_self_700','deltap_HT_self_700','delta_HT_2_self_700', 'nu_HT_self','kappa_HT_self','eta_HT_self','Y_HT_self_296'] #PARLIST_HT_AIR = ['gamma_HT_0_air_50','n_HT_air_50','gamma_HT_2_air_50', # 'delta_HT_0_air_50','deltap_HT_air_50','delta_HT_2_air_50', # 'gamma_HT_0_air_150','n_HT_air_150','gamma_HT_2_air_150', # 'delta_HT_0_air_150','deltap_HT_air_150','delta_HT_2_air_150', # 'gamma_HT_0_air_296','n_HT_air_296','gamma_HT_2_air_296', # 'delta_HT_0_air_296','deltap_HT_air_296','delta_HT_2_air_296', # 'gamma_HT_0_air_700','n_HT_air_700','gamma_HT_2_air_700', # 'delta_HT_0_air_700','deltap_HT_air_700','delta_HT_2_air_700', # 'nu_HT_air','kappa_HT_air','eta_HT_air'] PARLIST_HT_AIR = ['gamma_HT_0_air_296','n_HT_air_296','gamma_HT_2_air_296', 'delta_HT_0_air_296','deltap_HT_air_296','delta_HT_2_air_296', 'nu_HT_air','kappa_HT_air','eta_HT_air','Y_HT_air_296'] PARLIST_HT_ALL = mergeParlist(PARLIST_HT_SELF,PARLIST_HT_AIR) PARLIST_ALL = mergeParlist(PARLIST_ID,PARLIST_DOTPAR,PARLIST_STANDARD, PARLIST_LABELS,PARLIST_VOIGT_ALL, PARLIST_SDVOIGT_ALL,PARLIST_GALATRY_ALL, PARLIST_HT_ALL) # ==================================================================== # PARLISTS FOR EACH BROADENER EXPLICITLY (FOR BACKWARDS COMPATIBILITY) # ==================================================================== PARAMETER_GROUPS = { 'par_line' : PARLIST_DOTPAR, '160-char' : PARLIST_DOTPAR, '.par' : PARLIST_DOTPAR, 'id' : PARLIST_ID, 'standard' : PARLIST_STANDARD, 'labels' : PARLIST_LABELS, #'linemixing' : PARLIST_LINEMIXING, 'voigt_air' : PARLIST_VOIGT_AIR, 'voigt_self' : PARLIST_VOIGT_SELF, 'voigt_h2' : PARLIST_VOIGT_H2, 'voigt_co2' : PARLIST_VOIGT_CO2, 'voigt_he' : PARLIST_VOIGT_HE, 'voigt_h2o' : PARLIST_VOIGT_H2O, 'voigt_linemixing_air': PARLIST_VOIGT_LINEMIXING_AIR, 'voigt_linemixing_self': PARLIST_VOIGT_LINEMIXING_SELF, 'voigt_linemixing': PARLIST_VOIGT_LINEMIXING_ALL, 'voigt' : PARLIST_VOIGT_ALL, 'sdvoigt_air' : PARLIST_SDVOIGT_AIR, 'sdvoigt_self' : PARLIST_SDVOIGT_SELF, 'sdvoigt_h2' : PARLIST_SDVOIGT_H2, 'sdvoigt_co2' : PARLIST_SDVOIGT_CO2, 'sdvoigt_he' : PARLIST_SDVOIGT_HE, 'sdvoigt_linemixing_air': PARLIST_SDVOIGT_LINEMIXING_AIR, 'sdvoigt_linemixing_self': PARLIST_SDVOIGT_LINEMIXING_SELF, 'sdvoigt_linemixing': PARLIST_SDVOIGT_LINEMIXING_ALL, 'sdvoigt' : PARLIST_SDVOIGT_ALL, 'galatry_air' : PARLIST_GALATRY_AIR, 'galatry_self' : PARLIST_GALATRY_SELF, 'galatry_h2' : PARLIST_GALATRY_H2, 'galatry_co2' : PARLIST_GALATRY_CO2, 'galatry_he' : PARLIST_GALATRY_HE, 'galatry' : PARLIST_GALATRY_ALL, 'ht' : PARLIST_HT_ALL, 'all' : PARLIST_ALL } def prepareParlist(pargroups=[],params=[],dotpar=True): # Apply defaults parlist_default = [] if dotpar: parlist_default += ['par_line'] #parlist_default += PARAMETER_GROUPS['id'] # Make a dictionary of "assumed" parameters. ASSUMED_PARAMS = {} if 'par_line' in set(parlist_default): ASSUMED_PARAMS = HITRAN_DEFAULT_HEADER['format'] parlist = parlist_default # Iterate over parameter groups. for pargroup in pargroups: pargroup = pargroup.lower() parlist += PARAMETER_GROUPS[pargroup] # Iterate over single parameters. for param in params: #param = param.lower() parlist.append(param) # Clean up parameter list. parlist = mergeParlist(parlist) result = [] for param in parlist: if param not in ASSUMED_PARAMS: result.append(param) return result def prepareHeader(parlist): HEADER = {'table_name':'','number_of_rows':-1,'format':{}, 'default':{},'table_type':'column-fixed', 'size_in_bytes':-1,'order':[],'description':{}} # Add column-fixed 160-character part, if specified in parlist. if 'par_line' in set(parlist): HEADER['order'] = HITRAN_DEFAULT_HEADER['order'] HEADER['format'] = HITRAN_DEFAULT_HEADER['format'] HEADER['default'] = HITRAN_DEFAULT_HEADER['default'] HEADER['description'] = HITRAN_DEFAULT_HEADER['description'] HEADER['position'] = HITRAN_DEFAULT_HEADER['position'] # Insert all other parameters in the "extra" section of the header. plist = [v for v in parlist if v!='par_line'] HEADER['extra'] = [] HEADER['extra_format'] = {} HEADER['extra_separator'] = ',' for param in plist: param = param.lower() HEADER['extra'].append(param) HEADER['extra_format'][param] = PARAMETER_META.get(param,PMETA_DEFAULT)['default_fmt'] return HEADER def queryHITRAN(TableName,iso_id_list,numin,numax,pargroups=[],params=[],dotpar=True,head=False): ParameterList = prepareParlist(pargroups=pargroups,params=params,dotpar=dotpar) TableHeader = prepareHeader(ParameterList) TableHeader['table_name'] = TableName DataFileName = VARIABLES['BACKEND_DATABASE_NAME'] + '/' + TableName + '.data' HeaderFileName = VARIABLES['BACKEND_DATABASE_NAME'] + '/' + TableName + '.header' # create URL iso_id_list_str = [str(iso_id) for iso_id in iso_id_list] iso_id_list_str = ','.join(iso_id_list_str) print('\nData is fetched from %s\n'%VARIABLES['GLOBAL_HOST']) if pargroups or params: # custom par search url = VARIABLES['GLOBAL_HOST'] + '/lbl/api?' + \ 'iso_ids_list=' + iso_id_list_str + '&' + \ 'numin=' + str(numin) + '&' + \ 'numax=' + str(numax) + '&' + \ 'head=' + str(head) + '&' + \ 'fixwidth=0&sep=[comma]&' +\ 'request_params=' + ','.join(ParameterList) else: # old-fashioned .par search url = VARIABLES['GLOBAL_HOST'] + '/lbl/api?' + \ 'iso_ids_list=' + iso_id_list_str + '&' + \ 'numin=' + str(numin) + '&' + \ 'numax=' + str(numax) #raise Exception(url) # Download data by chunks. if VARIABLES['DISPLAY_FETCH_URL']: print(url+'\n') try: # Proxy handling # https://stackoverflow.com/questions/1450132/proxy-with-urllib2 if VARIABLES['PROXY']: print('Using proxy '+str(VARIABLES['PROXY'])) proxy = urllib2.ProxyHandler(VARIABLES['PROXY']) opener = urllib2.build_opener(proxy) urllib2.install_opener(opener) req = urllib2.urlopen(url) except urllib2.HTTPError as err: if err.code == 403: raise Exception('You have exceeded the daily limit of API queries.') else: raise Exception('Failed to retrieve data for given parameters.') except urllib2.URLError: raise Exception('Cannot connect to %s. Try again or edit GLOBAL_HOST variable.' % GLOBAL_HOST) CHUNK = 64 * 1024 print('BEGIN DOWNLOAD: '+TableName) with open_(DataFileName,'w') as fp: while True: chunk = req.read(CHUNK) if not chunk: break fp.write(chunk.decode('utf-8')) print(' %d bytes written to %s' % (CHUNK,DataFileName)) with open(HeaderFileName,'w') as fp: fp.write(json.dumps(TableHeader,indent=2)) print('Header written to %s' % HeaderFileName) print('END DOWNLOAD') # Set comment # Get this table to LOCAL_TABLE_CACHE storage2cache(TableName) print('PROCESSED') def saveHeader(TableName): ParameterList = prepareParlist(dotpar=True) TableHeader = prepareHeader(ParameterList) with open(TableName+'.header','w') as fp: fp.write(json.dumps(TableHeader,indent=2)) # ---------- DATABASE FRONTEND END ------------- # simple implementation of getting a line list from a remote server def getLinelist(local_name,query,api_key): return makeQuery(local_name) # ------------------------------------------------------------------- # ------------------------------------------------------------------- # / GLOBABL API FUNCTIONS # ------------------------------------------------------------------- # ------------------------------------------------------------------- # ---------------- FILTER --------------------------------------------- def filter(TableName,Conditions): select(TableName=TableName,Conditions=Conditions,Output=False) # ---------------------- ISO.PY --------------------------------------- ISO_ID_INDEX = { 'M':0, 'I':1, 'iso_name':2, 'abundance':3, 'mass':4, 'mol_name':5 } ISO_INDEX = { 'id':0, 'iso_name':1, 'abundance':2, 'mass':3, 'mol_name':4 } # M I id iso_name abundance mass mol_name ISO = { ( 1, 1 ): [ 1, 'H2(16O)', 9.973173E-01, 1.8010565E+01, 'H2O' ], ( 1, 2 ): [ 2, 'H2(18O)', 1.999827E-03, 2.0014811E+01, 'H2O' ], ( 1, 3 ): [ 3, 'H2(17O)', 3.718841E-04, 1.9014780E+01, 'H2O' ], ( 1, 4 ): [ 4, 'HD(16O)', 3.106928E-04, 1.9016740E+01, 'H2O' ], ( 1, 5 ): [ 5, 'HD(18O)', 6.230031E-07, 2.1020985E+01, 'H2O' ], ( 1, 6 ): [ 6, 'HD(17O)', 1.158526E-07, 2.0020956E+01, 'H2O' ], ( 1, 7 ): [ 129, 'D2(16O)', 2.419741E-08, 2.0022915E+01, 'H2O' ], ( 2, 1 ): [ 7, '(12C)(16O)2', 9.842043E-01, 4.3989830E+01, 'CO2' ], ( 2, 2 ): [ 8, '(13C)(16O)2', 1.105736E-02, 4.4993185E+01, 'CO2' ], ( 2, 3 ): [ 9, '(16O)(12C)(18O)', 3.947066E-03, 4.5994076E+01, 'CO2' ], ( 2, 4 ): [ 10, '(16O)(12C)(17O)', 7.339890E-04, 4.4994045E+01, 'CO2' ], ( 2, 5 ): [ 11, '(16O)(13C)(18O)', 4.434456E-05, 4.6997431E+01, 'CO2' ], ( 2, 6 ): [ 12, '(16O)(13C)(17O)', 8.246233E-06, 4.5997400E+01, 'CO2' ], ( 2, 7 ): [ 13, '(12C)(18O)2', 3.957340E-06, 4.7998320E+01, 'CO2' ], ( 2, 8 ): [ 14, '(17O)(12C)(18O)', 1.471799E-06, 4.6998291E+01, 'CO2' ], ( 2, 9 ): [ 121, '(12C)(17O)2', 1.368466E-07, 4.5998262E+01, 'CO2' ], ( 2, 10 ): [ 15, '(13C)(18O)2', 4.446000E-08, 4.9001675E+01, 'CO2' ], ( 2, 11 ): [ 120, '(18O)(13C)(17O)', 1.653540E-08, 4.8001646E+01, 'CO2' ], ( 2, 12 ): [ 122, '(13C)(17O)2', 1.537446E-09, 4.7001618E+01, 'CO2' ], ( 3, 1 ): [ 16, '(16O)3', 9.929009E-01, 4.7984745E+01, 'O3' ], ( 3, 2 ): [ 17, '(16O)(16O)(18O)', 3.981942E-03, 4.9988991E+01, 'O3' ], ( 3, 3 ): [ 18, '(16O)(18O)(16O)', 1.990971E-03, 4.9988991E+01, 'O3' ], ( 3, 4 ): [ 19, '(16O)(16O)(17O)', 7.404746E-04, 4.8988960E+01, 'O3' ], ( 3, 5 ): [ 20, '(16O)(17O)(16O)', 3.702373E-04, 4.8988960E+01, 'O3' ], ( 4, 1 ): [ 21, '(14N)2(16O)', 9.903328E-01, 4.4001062E+01, 'N2O' ], ( 4, 2 ): [ 22, '(14N)(15N)(16O)', 3.640926E-03, 4.4998096E+01, 'N2O' ], ( 4, 3 ): [ 23, '(15N)(14N)(16O)', 3.640926E-03, 4.4998096E+01, 'N2O' ], ( 4, 4 ): [ 24, '(14N)2(18O)', 1.985822E-03, 4.6005308E+01, 'N2O' ], ( 4, 5 ): [ 25, '(14N)2(17O)', 3.692797E-04, 4.5005278E+01, 'N2O' ], ( 5, 1 ): [ 26, '(12C)(16O)', 9.865444E-01, 2.7994915E+01, 'CO' ], ( 5, 2 ): [ 27, '(13C)(16O)', 1.108364E-02, 2.8998270E+01, 'CO' ], ( 5, 3 ): [ 28, '(12C)(18O)', 1.978224E-03, 2.9999161E+01, 'CO' ], ( 5, 4 ): [ 29, '(12C)(17O)', 3.678671E-04, 2.8999130E+01, 'CO' ], ( 5, 5 ): [ 30, '(13C)(18O)', 2.222500E-05, 3.1002516E+01, 'CO' ], ( 5, 6 ): [ 31, '(13C)(17O)', 4.132920E-06, 3.0002485E+01, 'CO' ], ( 6, 1 ): [ 32, '(12C)H4', 9.882741E-01, 1.6031300E+01, 'CH4' ], ( 6, 2 ): [ 33, '(13C)H4', 1.110308E-02, 1.7034655E+01, 'CH4' ], ( 6, 3 ): [ 34, '(12C)H3D', 6.157511E-04, 1.7037475E+01, 'CH4' ], ( 6, 4 ): [ 35, '(13C)H3D', 6.917852E-06, 1.8040830E+01, 'CH4' ], ( 7, 1 ): [ 36, '(16O)2', 9.952616E-01, 3.1989830E+01, 'O2' ], ( 7, 2 ): [ 37, '(16O)(18O)', 3.991410E-03, 3.3994076E+01, 'O2' ], ( 7, 3 ): [ 38, '(16O)(17O)', 7.422352E-04, 3.2994045E+01, 'O2' ], ( 8, 1 ): [ 39, '(14N)(16O)', 9.939737E-01, 2.9997989E+01, 'NO' ], ( 8, 2 ): [ 40, '(15N)(16O)', 3.654311E-03, 3.0995023E+01, 'NO' ], ( 8, 3 ): [ 41, '(14N)(18O)', 1.993122E-03, 3.2002234E+01, 'NO' ], ( 9, 1 ): [ 42, '(32S)(16O)2', 9.456777E-01, 6.3961901E+01, 'SO2' ], ( 9, 2 ): [ 43, '(34S)(16O)2', 4.195028E-02, 6.5957695E+01, 'SO2' ], ( 9, 3 ): [ 137, '(33S)(16O)2', 7.464462E-03, 6.4961286E+01, 'SO2' ], ( 9, 4 ): [ 138, '(16O)(32S)(18O)', 3.792558E-03, 6.5966146E+01, 'SO2' ], ( 10, 1 ): [ 44, '(14N)(16O)2', 9.916160E-01, 4.5992904E+01, 'NO2' ], ( 10, 2 ): [ 130, '(15N)(16O)2', 3.645643E-03, 4.6989938E+01, 'NO2' ], ( 10, 3 ): [ 149, '(14N)(16O)(18O)', 3.976789E-03, 4.7997149E+01, 'NO2' ], ( 11, 1 ): [ 45, '(14N)H3', 9.958716E-01, 1.7026549E+01, 'NH3' ], ( 11, 2 ): [ 46, '(15N)H3', 3.661289E-03, 1.8023583E+01, 'NH3' ], ( 12, 1 ): [ 47, 'H(14N)(16O)3', 9.891098E-01, 6.2995644E+01, 'HNO3' ], ( 12, 2 ): [ 117, 'H(15N)(16O)3', 3.636429E-03, 6.3992678E+01, 'HNO3' ], ( 13, 1 ): [ 48, '(16O)H', 9.974726E-01, 1.7002740E+01, 'OH' ], ( 13, 2 ): [ 49, '(18O)H', 2.000138E-03, 1.9006986E+01, 'OH' ], ( 13, 3 ): [ 50, '(16O)D', 1.553706E-04, 1.8008915E+01, 'OH' ], ( 14, 1 ): [ 51, 'H(19F)', 9.998443E-01, 2.0006229E+01, 'HF' ], ( 14, 2 ): [ 110, 'D(19F)', 1.557410E-04, 2.1012404E+01, 'HF' ], ( 15, 1 ): [ 52, 'H(35Cl)', 7.575870E-01, 3.5976678E+01, 'HCl' ], ( 15, 2 ): [ 53, 'H(37Cl)', 2.422573E-01, 3.7973729E+01, 'HCl' ], ( 15, 3 ): [ 107, 'D(35Cl)', 1.180050E-04, 3.6982853E+01, 'HCl' ], ( 15, 4 ): [ 108, 'D(37Cl)', 3.773502E-05, 3.8979904E+01, 'HCl' ], ( 16, 1 ): [ 54, 'H(79Br)', 5.067811E-01, 7.9926160E+01, 'HBr' ], ( 16, 2 ): [ 55, 'H(81Br)', 4.930632E-01, 8.1924115E+01, 'HBr' ], ( 16, 3 ): [ 111, 'D(79Br)', 7.893838E-05, 8.0932336E+01, 'HBr' ], ( 16, 4 ): [ 112, 'D(81Br)', 7.680162E-05, 8.2930289E+01, 'HBr' ], ( 17, 1 ): [ 56, 'H(127I)', 9.998443E-01, 1.2791230E+02, 'HI' ], ( 17, 2 ): [ 113, 'D(127I)', 1.557410E-04, 1.2891847E+02, 'HI' ], ( 18, 1 ): [ 57, '(35Cl)(16O)', 7.559077E-01, 5.0963768E+01, 'ClO' ], ( 18, 2 ): [ 58, '(37Cl)(16O)', 2.417203E-01, 5.2960819E+01, 'ClO' ], ( 19, 1 ): [ 59, '(16O)(12C)(32S)', 9.373947E-01, 5.9966986E+01, 'OCS' ], ( 19, 2 ): [ 60, '(16O)(12C)(34S)', 4.158284E-02, 6.1962780E+01, 'OCS' ], ( 19, 3 ): [ 61, '(16O)(13C)(32S)', 1.053146E-02, 6.0970341E+01, 'OCS' ], ( 19, 4 ): [ 62, '(16O)(12C)(33S)', 7.399083E-03, 6.0966371E+01, 'OCS' ], ( 19, 5 ): [ 63, '(18O)(12C)(32S)', 1.879670E-03, 6.1971231E+01, 'OCS' ], ( 19, 6 ): [ 135, '(16O)(13C)(34S)', 4.671757E-04, 6.2966137E+01, 'OCS' ], ( 20, 1 ): [ 64, 'H2(12C)(16O)', 9.862371E-01, 3.0010565E+01, 'H2CO' ], ( 20, 2 ): [ 65, 'H2(13C)(16O)', 1.108020E-02, 3.1013920E+01, 'H2CO' ], ( 20, 3 ): [ 66, 'H2(12C)(18O)', 1.977609E-03, 3.2014811E+01, 'H2CO' ], ( 21, 1 ): [ 67, 'H(16O)(35Cl)', 7.557900E-01, 5.1971593E+01, 'HOCl' ], ( 21, 2 ): [ 68, 'H(16O)(37Cl)', 2.416826E-01, 5.3968644E+01, 'HOCl' ], ( 22, 1 ): [ 69, '(14N)2', 9.926874E-01, 2.8006148E+01, 'N2' ], ( 22, 2 ): [ 118, '(14N)(15N)', 7.299165E-03, 2.9003182E+01, 'N2' ], ( 23, 1 ): [ 70, 'H(12C)(14N)', 9.851143E-01, 2.7010899E+01, 'HCN' ], ( 23, 2 ): [ 71, 'H(13C)(14N)', 1.106758E-02, 2.8014254E+01, 'HCN' ], ( 23, 3 ): [ 72, 'H(12C)(15N)', 3.621740E-03, 2.8007933E+01, 'HCN' ], ( 24, 1 ): [ 73, '(12C)H3(35Cl)', 7.489369E-01, 4.9992328E+01, 'CH3Cl' ], ( 24, 2 ): [ 74, '(12C)H3(37Cl)', 2.394912E-01, 5.1989379E+01, 'CH3Cl' ], ( 25, 1 ): [ 75, 'H2(16O)2', 9.949516E-01, 3.4005480E+01, 'H2O2' ], ( 26, 1 ): [ 76, '(12C)2H2', 9.775989E-01, 2.6015650E+01, 'C2H2' ], ( 26, 2 ): [ 77, '(12C)(13C)H2', 2.196629E-02, 2.7019005E+01, 'C2H2' ], ( 26, 3 ): [ 105, '(12C)2HD', 3.045499E-04, 2.7021825E+01, 'C2H2' ], ( 27, 1 ): [ 78, '(12C)2H6', 9.769900E-01, 3.0046950E+01, 'C2H6' ], ( 27, 2 ): [ 106, '(12C)H3(13C)H3', 2.195261E-02, 3.1050305E+01, 'C2H6' ], ( 28, 1 ): [ 79, '(31P)H3', 9.995329E-01, 3.3997241E+01, 'PH3' ], ( 29, 1 ): [ 80, '(12C)(16O)(19F)2', 9.865444E-01, 6.5991722E+01, 'COF2' ], ( 29, 2 ): [ 119, '(13C)(16O)(19F)2', 1.108366E-02, 6.6995078E+01, 'COF2' ], ( 30, 1 ): [ 126, '(32S)(19F)6', 9.501800E-01, 1.4596249E+02, 'SF6' ], ( 31, 1 ): [ 81, 'H2(32S)', 9.498841E-01, 3.3987721E+01, 'H2S' ], ( 31, 2 ): [ 82, 'H2(34S)', 4.213687E-02, 3.5983515E+01, 'H2S' ], ( 31, 3 ): [ 83, 'H2(33S)', 7.497664E-03, 3.4987105E+01, 'H2S' ], ( 32, 1 ): [ 84, 'H(12C)(16O)(16O)H', 9.838977E-01, 4.6005480E+01, 'HCOOH' ], ( 32, 2 ): [ 150, 'H(13C)(16O)(16O)H', 1.105391E-02, 4.7008835E+01, 'HCOOH' ], ( 33, 1 ): [ 85, 'H(16O)2', 9.951066E-01, 3.2997655E+01, 'HO2' ], ( 34, 1 ): [ 86, '(16O)', 9.976280E-01, 1.5994915E+01, 'O' ], ( 35, 1 ): [ 127, '(35Cl)(16O)(14N)(16O)2', 7.495702E-01, 9.6956672E+01, 'ClONO2' ], ( 35, 2 ): [ 128, '(37Cl)(16O)(14N)(16O)2', 2.396937E-01, 9.8953723E+01, 'ClONO2' ], ( 36, 1 ): [ 87, '(14N)(16O)+', 9.939737E-01, 2.9997989E+01, 'NOp' ], ( 37, 1 ): [ 88, 'H(16O)(79Br)', 5.055790E-01, 9.5921076E+01, 'HOBr' ], ( 37, 2 ): [ 89, 'H(16O)(81Br)', 4.918937E-01, 9.7919030E+01, 'HOBr' ], ( 38, 1 ): [ 90, '(12C)2H4', 9.772944E-01, 2.8031300E+01, 'C2H4' ], ( 38, 2 ): [ 91, '(12C)H2(13C)H2', 2.195946E-02, 2.9034655E+01, 'C2H4' ], ( 39, 1 ): [ 92, '(12C)H3(16O)H', 9.859299E-01, 3.2026215E+01, 'CH3OH' ], ( 40, 1 ): [ 93, '(12C)H3(79Br)', 5.009946E-01, 9.3941811E+01, 'CH3Br' ], ( 40, 2 ): [ 94, '(12C)H3(81Br)', 4.874334E-01, 9.5939764E+01, 'CH3Br' ], ( 41, 1 ): [ 95, '(12C)H3(12C)(14N)', 9.738662E-01, 4.1026549E+01, 'CH3CN' ], ( 42, 1 ): [ 96, '(12C)(19F)4', 9.888900E-01, 8.7993616E+01, 'CF4' ], ( 43, 1 ): [ 116, '(12C)4H2', 9.559980E-01, 5.0015650E+01, 'C4H2' ], ( 44, 1 ): [ 109, 'H(12C)3(14N)', 9.633460E-01, 5.1010899E+01, 'HC3N' ], ( 45, 1 ): [ 103, 'H2', 9.996885E-01, 2.0156500E+00, 'H2' ], ( 45, 2 ): [ 115, 'HD', 3.114316E-04, 3.0218250E+00, 'H2' ], ( 46, 1 ): [ 97, '(12C)(32S)', 9.396236E-01, 4.3972070E+01, 'CS' ], ( 46, 2 ): [ 98, '(12C)(34S)', 4.168171E-02, 4.5967866E+01, 'CS' ], ( 46, 3 ): [ 99, '(13C)(32S)', 1.055650E-02, 4.4975425E+01, 'CS' ], ( 46, 4 ): [ 100, '(12C)(33S)', 7.416675E-03, 4.4971456E+01, 'CS' ], ( 47, 1 ): [ 114, '(32S)(16O)3', 9.434345E-01, 7.9956815E+01, 'SO3' ], ( 48, 1 ): [ 123, '(12C)2(14N)2', 9.707524E-01, 5.2006148E+01, 'C2N2' ], ( 49, 1 ): [ 124, '(12C)(16O)(35Cl)2', 5.663918E-01, 9.7932620E+01, 'COCl2' ], ( 49, 2 ): [ 125, '(12C)(16O)(35Cl)(37Cl)', 3.622350E-01, 9.9929672E+01, 'COCl2' ], ( 50, 1 ): [ 146, '(32S)(16O)', 9.479262E-01, 4.7966986E+01, 'SO' ], ( 50, 2 ): [ 147, '(34S)(16O)', 4.205002E-02, 4.9962782E+01, 'SO' ], ( 50, 3 ): [ 148, '(32S)(18O)', 1.900788E-03, 4.9971231E+01, 'SO' ], ( 51, 1 ): [ 144, '(12C)H3(19F)', 9.884280E-01, 3.4021878E+01, 'CH3F' ], ( 51, 2 ): [ 151, '(13C)H3(19F)', 1.110481E-02, 3.5025234E+01, 'CH3F' ], ( 52, 1 ): [ 139, '(74Ge)H4', 3.651724E-01, 7.7952479E+01, 'GeH4' ], ( 52, 2 ): [ 140, '(72Ge)H4', 2.741292E-01, 7.5953380E+01, 'GeH4' ], ( 52, 3 ): [ 141, '(70Ge)H4', 2.050722E-01, 7.3955550E+01, 'GeH4' ], ( 52, 4 ): [ 142, '(73Ge)H4', 7.755167E-02, 7.6954764E+01, 'GeH4' ], ( 52, 5 ): [ 143, '(76Ge)H4', 7.755167E-02, 7.9952703E+01, 'GeH4' ], ( 53, 1 ): [ 131, '(12C)(32S)2', 8.928115E-01, 7.5944140E+01, 'CS2' ], ( 53, 2 ): [ 132, '(32S)(12C)(34S)', 7.921026E-02, 7.7939936E+01, 'CS2' ], ( 53, 3 ): [ 133, '(32S)(12C)(33S)', 1.409435E-02, 7.6943526E+01, 'CS2' ], ( 53, 4 ): [ 134, '(13C)(32S)2', 1.003057E-02, 7.6947495E+01, 'CS2' ], ( 54, 1 ): [ 145, '(12C)H3(127I)', 9.884280E-01, 1.4192795E+02, 'CH3I' ], ( 55, 1 ): [ 136, '(14N)(19F)3', 9.963370E-01, 7.0998286E+01, 'NF3' ], ( 56, 1 ): [ 158, 'H3+', 9.995329E-01, 3.0234750E+00, 'H3p' ], ( 57, 1 ): [ 159, '(12C)H3', 9.884280E-01, 1.5023475E+01, 'CH3' ], ( 58, 1 ): [ 152, '(32S)2', 9.028420E-01, 6.3944140E+01, 'S2' ], ( 59, 1 ): [ 153, '(12C)(16O)(19F)(35Cl)', 7.475096E-01, 8.1962172E+01, 'COFCl' ], ( 59, 2 ): [ 154, '(12C)(16O)(19F)(37Cl)', 2.390348E-01, 8.3959223E+01, 'COFCl' ], ( 60, 1 ): [ 157, 'H(16O)(14N)(16O)', 9.914615E-01, 4.7000729E+01, 'HONO' ], ( 61, 1 ): [ 155, '(35Cl)(14N)(16O)2', 7.513524E-01, 8.0961757E+01, 'ClNO2' ], ( 61, 2 ): [ 156, '(37Cl)(14N)(16O)2', 2.402636E-01, 8.2958808E+01, 'ClNO2' ], } # calculate ISO_ID instead of repeating the same information twice ISO_ID = {} for mol_id,iso_id in ISO: ln = ISO[(mol_id,iso_id)] glob_iso_id = ln[0] ln_ = [mol_id,iso_id]+ln[1:] ISO_ID[glob_iso_id] = ln_ def print_iso(): print('The dictionary \"ISO\" contains information on isotopologues in HITRAN\n') print(' M I id iso_name abundance mass mol_name') for i in ISO: ab = ISO[i][ISO_INDEX['abundance']] ma = ISO[i][ISO_INDEX['mass']] ab = ab if ab else -1 ma = ma if ma else -1 print('%4i %4i : %5i %25s %10f %10f %15s' % (i[0],i[1],ISO[i][ISO_INDEX['id']],ISO[i][ISO_INDEX['iso_name']],ab,ma,ISO[i][ISO_INDEX['mol_name']])) def print_iso_id(): print('The dictionary \"ISO_ID\" contains information on \"global\" IDs of isotopologues in HITRAN\n') print(' id M I iso_name abundance mass mol_name') for i in ISO_ID: ab = ISO_ID[i][ISO_ID_INDEX['abundance']] ma = ISO_ID[i][ISO_ID_INDEX['mass']] ab = ab if ab else -1 ma = ma if ma else -1 print('%5i : %4i %4i %25s %15.10f %10f %15s' % (i,ISO_ID[i][ISO_ID_INDEX['M']],ISO_ID[i][ISO_ID_INDEX['I']],ISO_ID[i][ISO_ID_INDEX['iso_name']],ab,ma,ISO_ID[i][ISO_ID_INDEX['mol_name']])) profiles = 'profiles' def print_profiles(): print('Profiles available:') print(' HT : PROFILE_HT') print(' SDRautian : PROFILE_SDRAUTIAN') print(' Rautian : PROFILE_RAUTIAN') print(' SDVoigt : PROFILE_SDVOIGT') print(' Voigt : PROFILE_VOIGT') print(' Lorentz : PROFILE_LORENTZ') print(' Doppler : PROFILE_DOPPLER') slit_functions = 'slit_functions' def print_slit_functions(): print(' RECTANGULAR : SLIT_RECTANGULAR') print(' TRIANGULAR : SLIT_TRIANGULAR') print(' GAUSSIAN : SLIT_GAUSSIAN') print(' DIFFRACTION : SLIT_DIFFRACTION') print(' MICHELSON : SLIT_MICHELSON') print(' DISPERSION/LORENTZ : SLIT_DISPERSION') tutorial='tutorial' units='units' index='index' data='data' spectra='spectra' plotting='plotting' python='python' python_tutorial_text = \ """ THIS TUTORIAL IS TAKEN FROM http://www.stavros.io/tutorials/python/ AUTHOR: Stavros Korokithakis ----- LEARN PYTHON IN 10 MINUTES ----- PRELIMINARY STUFF So, you want to learn the Python programming language but can't find a concise and yet full-featured tutorial. This tutorial will attempt to teach you Python in 10 minutes. It's probably not so much a tutorial as it is a cross between a tutorial and a cheatsheet, so it will just show you some basic concepts to start you off. Obviously, if you want to really learn a language you need to program in it for a while. I will assume that you are already familiar with programming and will, therefore, skip most of the non-language-specific stuff. The important keywords will be highlighted so you can easily spot them. Also, pay attention because, due to the terseness of this tutorial, some things will be introduced directly in code and only briefly commented on. PROPERTIES Python is strongly typed (i.e. types are enforced), dynamically, implicitly typed (i.e. you don't have to declare variables), case sensitive (i.e. var and VAR are two different variables) and object-oriented (i.e. everything is an object). GETTING HELP Help in Python is always available right in the interpreter. If you want to know how an object works, all you have to do is call help()! Also useful are dir(), which shows you all the object's methods, and .__doc__, which shows you its documentation string: >>> help(5) Help on int object: (etc etc) >>> dir(5) ['__abs__', '__add__', ...] >>> abs.__doc__ 'abs(number) -> number Return the absolute value of the argument.' SYNTAX Python has no mandatory statement termination characters and blocks are specified by indentation. Indent to begin a block, dedent to end one. Statements that expect an indentation level end in a colon (:). Comments start with the pound (#) sign and are single-line, multi-line strings are used for multi-line comments. Values are assigned (in fact, objects are bound to names) with the _equals_ sign ("="), and equality testing is done using two _equals_ signs ("=="). You can increment/decrement values using the += and -= operators respectively by the right-hand amount. This works on many datatypes, strings included. You can also use multiple variables on one line. For example: >>> myvar = 3 >>> myvar += 2 >>> myvar 5 >>> myvar -= 1 >>> myvar 4 \"\"\"This is a multiline comment. The following lines concatenate the two strings.\"\"\" >>> mystring = "Hello" >>> mystring += " world." >>> print mystring Hello world. # This swaps the variables in one line(!). # It doesn't violate strong typing because values aren't # actually being assigned, but new objects are bound to # the old names. >>> myvar, mystring = mystring, myvar DATA TYPES The data structures available in python are lists, tuples and dictionaries. Sets are available in the sets library (but are built-in in Python 2.5 and later). Lists are like one-dimensional arrays (but you can also have lists of other lists), dictionaries are associative arrays (a.k.a. hash tables) and tuples are immutable one-dimensional arrays (Python "arrays" can be of any type, so you can mix e.g. integers, strings, etc in lists/dictionaries/tuples). The index of the first item in all array types is 0. Negative numbers count from the end towards the beginning, -1 is the last item. Variables can point to functions. The usage is as follows: >>> sample = [1, ["another", "list"], ("a", "tuple")] >>> mylist = ["List item 1", 2, 3.14] >>> mylist[0] = "List item 1 again" # We're changing the item. >>> mylist[-1] = 3.21 # Here, we refer to the last item. >>> mydict = {"Key 1": "Value 1", 2: 3, "pi": 3.14} >>> mydict["pi"] = 3.15 # This is how you change dictionary values. >>> mytuple = (1, 2, 3) >>> myfunction = len >>> print myfunction(mylist) 3 You can access array ranges using a colon (:). Leaving the start index empty assumes the first item, leaving the end index assumes the last item. Negative indexes count from the last item backwards (thus -1 is the last item) like so: >>> mylist = ["List item 1", 2, 3.14] >>> print mylist[:] ['List item 1', 2, 3.1400000000000001] >>> print mylist[0:2] ['List item 1', 2] >>> print mylist[-3:-1] ['List item 1', 2] >>> print mylist[1:] [2, 3.14] # Adding a third parameter, "step" will have Python step in # N item increments, rather than 1. # E.g., this will return the first item, then go to the third and # return that (so, items 0 and 2 in 0-indexing). >>> print mylist[::2] ['List item 1', 3.14] STRINGS Its strings can use either single or double quotation marks, and you can have quotation marks of one kind inside a string that uses the other kind (i.e. "He said 'hello'." is valid). Multiline strings are enclosed in _triple double (or single) quotes_ (\"\"\"). Python supports Unicode out of the box, using the syntax u"This is a unicode string". To fill a string with values, you use the % (modulo) operator and a tuple. Each %s gets replaced with an item from the tuple, left to right, and you can also use dictionary substitutions, like so: >>>print "Name: %s\ Number: %s\ String: %s" % (myclass.name, 3, 3 * "-") Name: Poromenos Number: 3 String: --- strString = \"\"\"This is a multiline string.\"\"\" # WARNING: Watch out for the trailing s in "%(key)s". >>> print "This %(verb)s a %(noun)s." % {"noun": "test", "verb": "is"} This is a test. FLOW CONTROL STATEMENTS Flow control statements are if, for, and while. There is no select; instead, use if. Use for to enumerate through members of a list. To obtain a list of numbers, use range(). These statements' syntax is thus: rangelist = range(10) >>> print rangelist [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] >>> for number in rangelist: # Check if number is one of # the numbers in the tuple. if number in (3, 4, 7, 9): # "Break" terminates a for without # executing the "else" clause. break else: # "Continue" starts the next iteration # of the loop. It's rather useless here, # as it's the last statement of the loop. continue else: # The "else" clause is optional and is # executed only if the loop didn't "break". pass # Do nothing >>> if rangelist[1] == 2: print "The second item (lists are 0-based) is 2" elif rangelist[1] == 3: print "The second item (lists are 0-based) is 3" else: print "Dunno" >>> while rangelist[1] == 1: pass FUNCTIONS Functions are declared with the "def" keyword. Optional arguments are set in the function declaration after the mandatory arguments by being assigned a default value. For named arguments, the name of the argument is assigned a value. Functions can return a tuple (and using tuple unpacking you can effectively return multiple values). Lambda functions are ad hoc functions that are comprised of a single statement. Parameters are passed by reference, but immutable types (tuples, ints, strings, etc) *cannot be changed*. This is because only the memory location of the item is passed, and binding another object to a variable discards the old one, so immutable types are replaced. For example: # Same as def funcvar(x): return x + 1 >>> funcvar = lambda x: x + 1 >>> print funcvar(1) 2 # an_int and a_string are optional, they have default values # if one is not passed (2 and "A default string", respectively). >>> def passing_example(a_list, an_int=2, a_string="A default string"): a_list.append("A new item") an_int = 4 return a_list, an_int, a_string >>> my_list = [1, 2, 3] >>> my_int = 10 >>> print passing_example(my_list, my_int) ([1, 2, 3, 'A new item'], 4, "A default string") >>> my_list [1, 2, 3, 'A new item'] >>> my_int 10 CLASSES Python supports a limited form of multiple inheritance in classes. Private variables and methods can be declared (by convention, this is not enforced by the language) by adding at least two leading underscores and at most one trailing one (e.g. "__spam"). We can also bind arbitrary names to class instances. An example follows: >>> class MyClass(object): common = 10 def __init__(self): self.myvariable = 3 def myfunction(self, arg1, arg2): return self.myvariable # This is the class instantiation >>> classinstance = MyClass() >>> classinstance.myfunction(1, 2) 3 # This variable is shared by all classes. >>> classinstance2 = MyClass() >>> classinstance.common 10 >>> classinstance2.common 10 # Note how we use the class name # instead of the instance. >>> MyClass.common = 30 >>> classinstance.common 30 >>> classinstance2.common 30 # This will not update the variable on the class, # instead it will bind a new object to the old # variable name. >>> classinstance.common = 10 >>> classinstance.common 10 >>> classinstance2.common 30 >>> MyClass.common = 50 # This has not changed, because "common" is # now an instance variable. >>> classinstance.common 10 >>> classinstance2.common 50 # This class inherits from MyClass. The example # class above inherits from "object", which makes # it what's called a "new-style class". # Multiple inheritance is declared as: # class OtherClass(MyClass1, MyClass2, MyClassN) >>> class OtherClass(MyClass): # The "self" argument is passed automatically # and refers to the class instance, so you can set # instance variables as above, but from inside the class. def __init__(self, arg1): self.myvariable = 3 print arg1 >>> classinstance = OtherClass("hello") hello >>> classinstance.myfunction(1, 2) 3 # This class doesn't have a .test member, but # we can add one to the instance anyway. Note # that this will only be a member of classinstance. >>> classinstance.test = 10 >>> classinstance.test 10 EXCEPTIONS Exceptions in Python are handled with try-except [exceptionname] blocks: >>> def some_function(): try: # Division by zero raises an exception 10 / 0 except ZeroDivisionError: print "Oops, invalid." else: # Exception didn't occur, we're good. pass finally: # This is executed after the code block is run # and all exceptions have been handled, even # if a new exception is raised while handling. print "We're done with that." >>> some_function() Oops, invalid. We're done with that. IMPORTING: External libraries are used with the import [libname] keyword. You can also use from [libname] import [funcname] for individual functions. Here is an example: >>> import random >>> from time import clock >>> randomint = random.randint(1, 100) >>> print randomint 64 FILE I/O Python has a wide array of libraries built in. As an example, here is how serializing (converting data structures to strings using the pickle library) with file I/O is used: >>> import pickle >>> mylist = ["This", "is", 4, 13327] # Open the file C:\\binary.dat for writing. The letter r before the # filename string is used to prevent backslash escaping. >>> yfile = open(r"C:\\binary.dat", "w") >>> pickle.dump(mylist, myfile) >>> myfile.close() >>> myfile = open(r"C:\\text.txt", "w") >>> myfile.write("This is a sample string") >>> myfile.close() >>> myfile = open(r"C:\\text.txt") >>> print myfile.read() 'This is a sample string' >>> myfile.close() # Open the file for reading. >>> myfile = open(r"C:\\binary.dat") >>> loadedlist = pickle.load(myfile) >>> myfile.close() >>> print loadedlist ['This', 'is', 4, 13327] MISCELLANEOUS -> Conditions can be chained. 1 < a < 3 checks that a is both less than 3 and greater than 1. -> You can use del to delete variables or items in arrays. -> List comprehensions provide a powerful way to create and manipulate lists. They consist of an expression followed by a for clause followed by zero or more if or for clauses, like so: >>> lst1 = [1, 2, 3] >>> lst2 = [3, 4, 5] >>> print [x * y for x in lst1 for y in lst2] [3, 4, 5, 6, 8, 10, 9, 12, 15] >>> print [x for x in lst1 if 4 > x > 1] [2, 3] # Check if a condition is true for any items. # "any" returns true if any item in the list is true. >>> any([i % 3 for i in [3, 3, 4, 4, 3]]) True # This is because 4 % 3 = 1, and 1 is true, so any() # returns True. # Check for how many items a condition is true. >>> sum(1 for i in [3, 3, 4, 4, 3] if i == 4) 2 >>> del lst1[0] >>> print lst1 [2, 3] >>> del lst1 -> Global variables are declared outside of functions and can be read without any special declarations, but if you want to write to them you must declare them at the beginning of the function with the "global" keyword, otherwise Python will bind that object to a new local variable (be careful of that, it's a small catch that can get you if you don't know it). For example: >>> number = 5 >>> def myfunc(): # This will print 5. print number >>> def anotherfunc(): # This raises an exception because the variable has not # been bound before printing. Python knows that it an # object will be bound to it later and creates a new, local # object instead of accessing the global one. print number number = 3 >>> def yetanotherfunc(): global number # This will correctly change the global. number = 3 EPILOGUE This tutorial is not meant to be an exhaustive list of all (or even a subset) of Python. Python has a vast array of libraries and much much more functionality which you will have to discover through other means, such as the excellent book Dive into Python. I hope I have made your transition in Python easier. Please leave comments if you believe there is something that could be improved or added or if there is anything else you would like to see (classes, error handling, anything). """ def print_python_tutorial(): pydoc.pager(python_tutorial_text) data_tutorial_text = \ """ ACCESS YOUR DATA! Welcome to tutorial on retrieving and processing the data from HITRANonline. /////////////// /// PREFACE /// /////////////// HITRANonline API is a set of routines in Python which is aimed to provide a remote access to functionality and data given by a new project HITRANonline (http://hitranazure.cloudapp.net). At the present moment the API can download, filter and process data on molecular and atomic line-by-line spectra which is provided by HITRANonline portal. One of the major purposes of introducing API is extending a functionality of the main site, particularly providing a possibility to calculate several types of high- and low-resolution spectra based on a flexible HT lineshape. Each feature of API is represented by a Python function with a set of parameters providing a flexible approach to the task. /////////////////////// /// FEATURE SUMMARY /// /////////////////////// 1) Downloading line-by-line data from the HITRANonline site to local database. 2) Filtering and processing the data in SQL-like fashion. 3) Conventional Python structures (lists, tuples, dictionaries) for representing a spectroscopic data. 4) Possibility to use a large set of third-party Python libraries to work with a data 5) Python implementation of an HT (Hartmann-Tran [1]) lineshape which is used in spectra. simulations. This lineshape can also be reduced to a number of conventional line profiles such as Gaussian (Doppler), Lorentzian, Voigt, Rautian, Speed-dependent Voigt and Rautian. 6) Python implementation of total internal partition sums (TIPS-2011 [2]) which is used in spectra simulations. 7) High-resolution spectra simulation accounting pressure, temperature and optical path length. The following spectral functions can be calculated: a) absorption coefficient b) absorption spectrum c) transmittance spectrum d) radiance spectrum 8) Low-resolution spectra simulation using a number of apparatus functions. 9) Possibility to extend with the user's functionality by adding custom lineshapes, partitions sums and apparatus functions. References: [1] N.H. Ngo, D. Lisak, H. Tran, J.-M. Hartmann. An isolated line-shape model to go beyond the Voigt profile in spectroscopic databases and radiative transfer codes. JQSRT, Volume 129, November 2013, Pages 89–100 http://dx.doi.org/10.1016/j.jqsrt.2013.05.034 [2] A. L. Laraia, R. R. Gamache, J. Lamouroux, I. E. Gordon, L. S. Rothman. Total internal partition sums to support planetary remote sensing. Icarus, Volume 215, Issue 1, September 2011, Pages 391–400 http://dx.doi.org/10.1016/j.icarus.2011.06.004 _______________________________________________________________________ This tutorial will give you an insight of how to use HAPI for Python. First, let's choose a folder for our local database. Every time you start your Python project, you have to specify explicitly the name of the database folder. >>> db_begin('data') So, let's download some data from the server and do some processing on it. Suppose that we want to get line by line data on the main isotopologue of H2O. For retrieving the data to the local database, user have to specify the following parameters: 1) Name of the local table which will store the downloaded data. 2) Either a pair of molecule and isotopologue HITRAN numbers (M and I), or a "global" isotopologue ID (iso_id). 3) Wavenumber range (nu_min and nu_max) N.B. If you specify the name which already exists in the database, the existing table with that name will be overrided. To get additional information on function fetch, call getHelp: >>> getHelp(fetch) ... To download the data, simply call the function "fetch". This will establish a connection with the main server and get the data using the parameters listed above: >>> fetch('H2O',1,1,3400,4100) BEGIN DOWNLOAD: H2O 65536 bytes written to data/H2O.data 65536 bytes written to data/H2O.data 65536 bytes written to data/H2O.data ... 65536 bytes written to data/H2O.data 65536 bytes written to data/H2O.data 65536 bytes written to data/H2O.data Header written to data/H2O.header END DOWNLOAD Lines parsed: 7524 PROCESSED The output is shown right after the console line ">>>". To check the file that you've just downloaded you can open the database folder. The new plain text file should have a name "H2O.data" and it should contain line-by-line data in HITRAN format. N.B. If we want several isotopologues in one table, we should use fetch_by_ids instead of just fetch. Fetch_by_ids takes a "global" isotopologue ID numbers as an input instead of HITRAN's "local" identification. See getHelp(fetch_by_ids) to get more information on this. To get a list of tables which are already in the database, use tableList() function (it takes no arguments): >>> tableList() To learn about the table we just downloaded, let's use a function "describeTable". >>> describeTable('H2O') ----------------------------------------- H2O summary: ----------------------------------------- Comment: Contains lines for H2(16O) in 3400.000-4100.000 wavenumber range Number of rows: 7524 Table type: column-fixed ----------------------------------------- PAR_NAME PAR_FORMAT molec_id %2d local_iso_id %1d nu %12.6f sw %10.3E a %10.3E gamma_air %5.4f gamma_self %5.3f elower %10.4f n_air %4.2f delta_air %8.6f global_upper_quanta %15s global_lower_quanta %15s local_upper_quanta %15s local_lower_quanta %15s ierr %6s iref %12s line_mixing_flag %1s gp %7.1f gpp %7.1f ----------------------------------------- This output tells how many rows are currenty in the table H2O, which wavenumber range was used by fetch(). Also this gives a basic information about parameters stored in the table. So, having the table downloaded, one can perform different operations on it using API. Here is a list of operations currently available with API: 1) FILTERING 2) OUTPUTTING 3) SORTING 4) GROUPING //////////////////////////////// /// FILTERING AND OUTPUTTING /// //////////////////////////////// The table data can be filtered with the help of select() function. Use simple select() call to output the table content: >>> select('H2O') MI nu S A gair gsel E_nair dair ... 11 1000.288940 1.957E-24 2.335E-02.07100.350 1813.22270.680.008260 ... 11 1000.532321 2.190E-28 1.305E-05.04630.281 2144.04590.39-.011030 ... ... This will display the list of line parameters containing in the table "H2O". That's the simplest way of using the function select(). Full information on control parameters can be obtained via getHelp(select) statement. Suppose that we need a lines from a table within some wavenumber range. That's what filtering is for. Let's apply a simple range filter on a table. >>> select('H2O',Conditions=('between','nu',4000,4100)) MI nu S A gair gsel E_nair dair 11 4000.188800 1.513E-25 1.105E-02.03340.298 1581.33570.51-.013910 ... 11 4000.204070 3.482E-24 8.479E-03.08600.454 586.47920.61-.007000 ... 11 4000.469910 3.268E-23 1.627E+00.05410.375 1255.91150.56-.013050 ... ...... As a result of this operation, we see a list of lines of H2O table, whose wavenumbers lie between 4000 cm-1 and 4100 cm-1. The condition is taken as an input parameter to API function "select". To specify a subset of columns to display, use another control parameter - ParameterNames: >>> select('H2O',ParameterNames=('nu','sw'),Conditions=('between','nu',4000,4100)) The usage of ParameterNames is outlined below in the section "Specifying a list of parameters". So far it worth mentioning that this parameter is a part of a powerful tool for displaying and processing tables from database. In the next section we will show how to create quieries with more complex conditions. //////////////////////////// /// FILTERING CONDITIONS /// //////////////////////////// Let's analyze the last example of filtering. Condition input variable is as follows: ('between','nu',4000,4100) Thus, this is a python list (or tuple), containing logical expressions defined under column names of the table. For example, 'nu' is a name of the column in 'H2O' table, and this column contains a transition wavenumber. The structure of a simple condition is as follows: (OPERATION,ARG1,ARG2,...) Where OPERATION must be in a set of predefined operations (see below), and ARG1,ARG2 etc. are the arguments for this operation. Conditions can be nested, i.e. ARG can itself be a condition (see examples). The following operations are available in select (case insensitive): DESCRIPTION LITERAL EXAMPLE --------------------------------------------------------------------------------- Range: 'RANGE','BETWEEN': ('BETWEEN','nu',0,1000) Subset: 'IN','SUBSET': ('IN','local_iso_id',[1,2,3,4]) And: '&','&&','AND': ('AND',('<','nu',1000),('>','nu',10)) Or: '|','||','OR': ('OR',('>','nu',1000),('<','nu',10)) Not: '!','NOT': ('NOT',('IN','local_iso_id',[1,2,3])) Less than: '<','LESS','LT': ('<','nu',1000) More than: '>','MORE','MT': ('>','sw',1.0e-20) Less or equal than: '<=','LESSOREQUAL','LTE': ('<=','local_iso_id',10) More or equal than '>=','MOREOREQUAL','MTE': ('>=','sw',1e-20) Equal: '=','==','EQ','EQUAL','EQUALS': ('<=','local_iso_id',10) Not equal: '!=','<>','~=','NE','NOTEQUAL': ('!=','local_iso_id',1) Summation: '+','SUM': ('+','v1','v2','v3') Difference: '-','DIFF': ('-','nu','elow') Multiplication: '*','MUL': ('*','sw',0.98) Division: '/','DIV': ('/','A',2) Cast to string: 'STR','STRING': ('STR','some_string') Cast to Python list 'LIST': ('LIST',[1,2,3,4,5]) Match regexp 'MATCH','LIKE': ('MATCH','\w+','some string') Search single match: 'SEARCH': ('SEARCH','\d \d \d','1 2 3 4') Search all matches: 'FINDALL': ('FINDALL','\d','1 2 3 4 5') Count within group: 'COUNT' : ('COUNT','local_iso_id') --------------------------------------------------------------------------------- Let's create a query with more complex condition. Suppese that we are interested in all lines between 3500 and 4000 with 1e-19 intensity cutoff. The query will look like this: >>> Cond = ('AND',('BETWEEN','nu',3500,4000),('>=','Sw',1e-19)) >>> select('H2O',Conditions=Cond,DestinationTableName='tmp') Here, apart from other parameters, we have used a new parameter DestinationTableName. This parameter contains a name of the table where we want to put a result of the query. Thus we have chosen a name 'tmp' for a new table. //////////////////////////////////// /// ACCESSING COLUMNS IN A TABLE /// //////////////////////////////////// To get an access to particular table column (or columns) all we need is to get a column from a table and put it to Python variable. For this purpose, there exist two functions: getColumn(...) getColumns(...) The first one returns just one column at a time. The second one returns a list of solumns. So, here are some examples of how to use both: >>> nu1 = getColumn('H2O','nu') >>> nu2,sw2 = getColumns('H2O',['nu','sw']) N.B. If you don't remember exact names of columns in a particular table, use describeTable to get an info on it's structure! /////////////////////////////////////// /// SPECIFYING A LIST OF PARAMETERS /// /////////////////////////////////////// Suppose that we want not only select a set of parameters/columns from a table, but do a certain transformations with them (for example, multiply column on a coefficient, or add one column to another etc...). We can make it in two ways. First, we can extract a column from table using one of the functions (getColumn or getColumns) and do the rest in Python. The second way is to do it on the level of select. The select function has a control parameter "ParameterNames", which makes it possible to specify parameters we want to be selected, and evaluate some simple arithmetic expressions with them. Assume that we need only wavenumber and intensity from H2O table. Also we need to scale an intensity to the unitary abundance. To do so, we must divide an 'sw' parameter by it's natural abundance (0.99731) for principal isotopologue of water). Thus, we have to select two columns: wavenumber (nu) and scaled intensity (sw/0.99731) >>> select('H2O',) //////////////////////////// /// SAVING QUERY TO DISK /// //////////////////////////// To quickly save a result of a query to disk, the user can take an advantage of an additional parameter "File". If this parameter is presented in function call, then the query is saved to file with the name which was specified in "File". For example, select all lines from H2O and save the result in file 'H2O.txt': >>> select('H2O',File='H2O.txt') //////////////////////////////////////////// /// GETTING INFORMATION ON ISOTOPOLOGUES /// //////////////////////////////////////////// API provides the following auxillary information about isotopologues present in HITRAN. Corresponding functions use the standard HITRAN molecule-isotopologue notation: 1) Natural abundances >>> abundance(mol_id,iso_id) 2) Molecular masses >>> molecularMass(mol_id,iso_id) 3) Molecule names >>> moleculeName(mol_id,iso_id) 4) Isotopologue names >>> isotopologueName(mol_id,iso_id) 5) ISO_ID >>> getHelp(ISO_ID) The latter is a dictionary, which contain all information about isotopologues concentrated in one place. """ def print_data_tutorial(): pydoc.pager(data_tutorial_text) spectra_tutorial_text = \ """ CALCULATE YOUR SPECTRA! Welcome to tutorial on calculating a spectra from line-by-line data. /////////////// /// PREFACE /// /////////////// This tutorial will demonstrate how to use different lineshapes and partition functions, and how to calculate synthetic spectra with respect to different instruments. It will be shown how to combine different parameters of spectral calculation to achieve better precision and performance for cross sections. API provides a powerful tool to calculate cross-sections based on line-by-line data containing in HITRAN. This features: *) Python implementation of an HT (Hartmann-Tran [1]) lineshape which is used in spectra simulations. This lineshape can also be reduced to a number of conventional line profiles such as Gaussian (Doppler), Lorentzian, Voigt, Rautian, Speed-dependent Voigt and Rautian. *) Python implementation of total internal partition sums (TIPS-2011 [2]) which is used in spectra simulations. *) High-resolution spectra simulation accounting pressure, temperature and optical path length. The following spectral functions can be calculated: a) absorption coefficient b) absorption spectrum c) transmittance spectrum d) radiance spectrum *) Low-resolution spectra simulation using a number of apparatus functions. *) Possibility to extend with the user's functionality by adding custom lineshapes, partitions sums and apparatus functions. *) An approach to function code is aimed to be flexible enough yet hopefully intuitive. References: [1] N.H. Ngo, D. Lisak, H. Tran, J.-M. Hartmann. An isolated line-shape model to go beyond the Voigt profile in spectroscopic databases and radiative transfer codes. JQSRT, Volume 129, November 2013, Pages 89–100 http://dx.doi.org/10.1016/j.jqsrt.2013.05.034 [2] A. L. Laraia, R. R. Gamache, J. Lamouroux, I. E. Gordon, L. S. Rothman. Total internal partition sums to support planetary remote sensing. Icarus, Volume 215, Issue 1, September 2011, Pages 391–400 http://dx.doi.org/10.1016/j.icarus.2011.06.004 /////////////////////////// /// USING LINE PROFILES /// /////////////////////////// Several lineshape (line profile) families are currently available: 1) Gaussian (Doppler) profile 2) Lorentzian profile 3) Voigt profile 4) Speed-dependent Voigt profile 5) Rautian profile 6) Speed-dependent Rautian profile 7) HT profile (Hartmann-Tran) Each profile has it's own uniwue set of parameters. Normally one should use profile parameters only in conjunction with their "native" profiles. So, let's start exploring the available profiles using getHelp: >>> getHelp(profiles) Profiles available: HTP : PROFILE_HT SDRautian : PROFILE_SDRAUTIAN Rautian : PROFILE_RAUTIAN SDVoigt : PROFILE_SDVOIGT Voigt : PROFILE_VOIGT Lorentz : PROFILE_LORENTZ Doppler : PROFILE_DOPPLER Output gives all available profiles. We can get additional info on each of them just by calling getHelp(ProfileName): >>> getHelp(PROFILE_HT) Line profiles, adapted for using with HAPI, are written in Python and heavily using the numerical library "Numpy". This means that the user can calculate multiple values of particular profile at once having just pasted a numpy array as a wavenumber grid (array). Let's give a short example of how to calculate HT profile on a numpy array. >>> from numpy import arange w0 = 1000. GammaD = 0.005 Gamma0 = 0.2 Gamma2 = 0.01 * Gamma0 Delta0 = 0.002 Delta2 = 0.001 * Delta0 nuVC = 0.2 eta = 0.5 Dw = 1. ww = arange(w0-Dw, w0+Dw, 0.01) # GRID WITH THE STEP 0.01 l1 = PROFILE_HT(w0,GammaD,Gamma0,Gamma2,Delta0,Delta2,nuVC,eta,ww)[0] # now l1 contains values of HT profile calculates on the grid ww On additional information about parameters see getHelp(PROFILE_HT). It worth noting that PROFILE_HT returns 2 entities: real and imaginary part of lineshape (as it described in the article given in preface). Apart from HT, all other profiles return just one entity (the real part). //////////////////////////// /// USING PARTITION SUMS /// //////////////////////////// As it was mentioned in the preface to this tutorial, the partition sums are taken from the TIPS-2011 (the link is given above). Partition sums are taken for those isotopologues, which are present in HITRAN and in TIPS-2011 simultaneousely. N.B. Partition sums are omitted for the following isotopologues which are in HITRAN at the moment: ID M I ISO MOL -------------------------------------------------- 117 12 2 H(15N)(16O)3 HNO3 110 14 2 D(19F) HF 107 15 3 D(35Cl) HCl 108 15 4 D(37Cl) HCl 111 16 3 D(79Br) HBr 112 16 4 D(81Br) HBr 113 17 2 D(127I) HI 118 22 2 (14N)(15N) N2 119 29 2 (13C)(16O)(19F)2 COF2 86 34 1 (16O) O 92 39 1 (12C)H3(16O)H CH3OH 114 47 1 (32S)(16O)3 SO3 -------------------------------------------------- The data on these isotopologues is not present in TIPS-2011 but is present in HITRAN. We're planning to add these molecules after TIPS-2013 is released. To calculate a partition sum for most of the isotopologues in HITRAN, we will use a function partitionSum (use getHelp for detailed info). Let's just mention that The syntax is as follows: partitionSum(M,I,T), where M,I - standard HITRAN molecule-isotopologue notation, T - definition of temperature range. Usecase 1: temperatuer is defined by a list: >>> Q = partitionSum(1,1,[70,80,90]) Usecase 2: temperature is defined by bounds and the step: >>> T,Q = partiionSum(1,1,[70,3000],step=1.0) In the latter example we calculate a partition sum on a range of temperatures from 70K to 3000K using a step 1.0 K, and having arrays of temperature (T) and partition sum (Q) at the output. /////////////////////////////////////////// /// CALCULATING ABSORPTION COEFFICIENTS /// /////////////////////////////////////////// Currently API can calculate the following spectral function at arbitrary thermodynamic parameters: 1) Absorption coefficient 2) Absorption spectrum 3) Transmittance spectrum 4) Radiance spectrum All these functions can be calculated with or without accounting of an instrument properties (apparatus function, resolution, path length etc...) As it well known, the spectral functions such as absorption, transmittance, and radiance spectra, are calculated on the basis of the absorption coefficient. By that resaon, absorption coefficient is the most important part of simulating a cross section. This part of tutorial is devoted to demonstration how to calculate absorption coefficient from the HITRAN line-by-line data. Here we give a brief insight on basic parameters of calculation procedure, talk about some useful practices and precautions. To calculate an absorption coefficient, we can use one of the following functions: -> absorptionCoefficient_HT -> absorptionCoefficient_Voigt -> absorptionCoefficient_Lorentz -> absorptionCoefficient_Doppler Each of these function calculates cross sections using different lineshapes (the names a quite self-explanatory). You can get detailed information on using each of these functions by calling getHelp(function_name). Let's look more closely to the cross sections based on the Lorentz profile. For doing that, let's have a table downloaded from HITRANonline. # get data on CO2 main isotopologue in the range 2000-2100 cm-1 >>> fetch('CO2',2,1,2000,2100) OK, now we're ready to run a fast example of how to calculate an absorption coefficient cross section: >>> nu,coef = absorptionCoefficient_Lorentz(SourceTables='CO2') This example calculates a Lorentz cross section using the whole set of lines in the "co2" table. This is the simplest possible way to use these functions, because major part of parameters bound to their default values. If we have matplotlib installed, then we can visualize it using a plotter: >>> from pylab import plot >>> plot(nu,coef) API provides a flexible control over a calculation procedure. This control can be achieved by using a number of input parameters. So, let's dig into the depth of the settings. The input parameters of absorptionCoefficient_Lorentz are as follows: Name Default value ------------------------------------------------------------------- SourceTables '__BUFFER__' Components All isotopologues in SourceTables partitionFunction PYTIPS Environment {'T':296.,'p':1.} WavenumberRange depends on Components WavenumberStep 0.01 cm-1 WavenumberWing 10 cm-1 WavenumberWingHW 50 HWHMs IntensityThreshold 0 cm/molec GammaL 'gamma_air' HITRAN_units True File None Format '%e %e' ------------------------------------------------------------------- Newt we'll give a brief explanation for each parameter. After each description we'll make some notes about the usage of the correspondent parameter. SourceTables: (required parameter) List of source tables to take line-by-line data from. NOTE: User must provide at least one table in the list. Components: (optional parameter) List of tuples (M,I,D) to consider in cross section calculation. M here is a molecule number, I is an isotopologue number, D is an abundance of the component. NOTE: If this input contains more than one tuple, then the output is an absorption coefficient for mixture of corresponding gases. NOTE2: If omitted, then all data from the source tables is involved. partitionFunction: (optional parameter) Instance of partition function of the following format: Func(M,I,T), where Func - numae of function, (M,I) - HITRAN numbers for molecule and isotopologue, T - temperature. Function must return only one output - value of partition sum. NOTE: Deafult value is PYTIPS - python version of TIPS-2011 Environment: (optional parameter) Python dictionary containing value of pressure and temperature. The format is as follows: Environment = {'p':pval,'T':tval}, where "pval" and "tval" are corresponding values in atm and K respectively. NOTE: Default value is {'p':1.0,'T':296.0} WavenumberRange: (optional parameter) List containing minimum and maximum value of wavenumber to consider in cross-section calculation. All lines that are out of htese bounds will be skipped. The firmat is as follows: WavenumberRange=[wn_low,wn_high] NOTE: If this parameter os skipped, then min and max are taken from the data from SourceTables. Deprecated name is OmegaRange. WavenumberStep: (optional parameter) Value for the wavenumber step. NOTE: Default value is 0.01 cm-1. NOTE2: Normally user would want to take the step under 0.001 when calculating absorption coefficient with Doppler profile because of very narrow spectral lines. Deprecated name is OmegaStep. WavenumberWing: (optional parameter) Absolute value of the line wing in cm-1, i.e. distance from the center of each line to the most far point where the profile is considered to be non zero. Deprecated name is OmegaStep. NOTE: if omitted, then only OmegaWingHW is taken into account. WavenumberWingHW: (optional parameter) Relative value of the line wing in halfwidths. Deprecated name is OmegaWingHW. NOTE: The resulting wing is a maximum value from both OmegaWing and OmegaWingHW. IntensityThreshold: (optional parameter) Absolute value of minimum intensity in cm/molec to consider. NOTE: default value is 0. GammaL: (optional parameter) This is the name of broadening parameter to consider a "Lorentzian" part in the Voigt profile. In the current 160-char format there is a choise between "gamma_air" and "gamma_self". NOTE: If the table has custom columns with a broadening coefficients, the user can specify the name of this column in GammaL. This would let the function calculate an absorption with custom broadening parameter. HITRAN_units: (optional parameter) Logical flag for units, in which the absorption coefficient shoould be calculated. Currently, the choises are: cm^2/molec (if True) and cm-1 (if False). NOTE: to calculate other spectral functions like transmitance, radiance and absorption spectra, user should set HITRAN_units to False. File: (optional parameter) The name of the file to save the calculated absorption coefficient. The file is saved only if this parameter is specified. Format: (optional parameter) C-style format for the text data to be saved. Default value is "%e %e". NOTE: C-style output format specification (which are mostly valid for Python) can be found, for instance, by the link: http://www.gnu.org/software/libc/manual/html_node/Formatted-Output.html N.B. Other functions such as absorptionCoefficient_Voigt(_HT,_Doppler) have identical parameter sets so the description is the same for each function. /////////////////////////////////////////////////////////////////// /// CALCULATING ABSORPTION, TRANSMITTANCE, AND RADIANCE SPECTRA /// /////////////////////////////////////////////////////////////////// Let's calculate an absorption, transmittance, and radiance spectra on the basis of apsorption coefficient. In order to be consistent with internal API's units, we need to have an absorption coefficient cm-1: >>> nu,coef = absorptionCoefficient_Lorentz(SourceTables='CO2',HITRAN_units=False) To calculate absorption spectrum, use the function absorptionSpectrum(): >>> nu,absorp = absorptionSpectrum(nu,coef) To calculate transmittance spectrum, use function transmittanceSpectrum(): >>> nu,trans = transmittanceSpectrum(nu,coef) To calculate radiance spectrum, use function radianceSpectrum(): >>> nu,radi = radianceSpectrum(nu,coef) The last three commands used a default path length (1 m). To see complete info on all three functions, look for section "calculating spectra" in getHelp() Generally, all these three functions use similar set of parameters: Wavenumber: (required parameter) Wavenumber grid to for spectrum. Deprecated name is Omegas. AbsorptionCoefficient (optional parameter) Absorption coefficient as input. Environment={'T': 296.0, 'l': 100.0} (optional parameter) Environmental parameters for calculating spectrum. This parameter is a bit specific for each of functions: For absorptionSpectrum() and transmittanceSpectrum() the default value is as follows: Environment={'l': 100.0} For transmittanceSpectrum() the default value, besides path length, contains a temperature: Environment={'T': 296.0, 'l': 100.0} NOTE: temperature must be equal to that which was used in absorptionCoefficient_ routine! File (optional parameter) Filename of output file for calculated spectrum. If omitted, then the file is not created. Format (optional parameter) C-style format for spectra output file. NOTE: Default value is as follows: Format='%e %e' /////////////////////////////////////// /// APPLYING INSTRUMENTAL FUNCTIONS /// /////////////////////////////////////// For comparison of the theoretical spectra with the real-world instruments output it's necessary to take into account instrumental resolution. For this purpose HAPI has a function convolveSpectrum() which can emulate spectra with lower resolution using custom instrumental functions. The following instrumental functions are available: 1) Rectangular 2) Triangular 3) Gaussian 4) Diffraction 5) Michelson 6) Dispersion 7) Lorentz To get a description of each instrumental function we can use getHelp(): >>> getHelp(slit_functions) RECTANGULAR : SLIT_RECTANGULAR TRIANGULAR : SLIT_TRIANGULAR GAUSSIAN : SLIT_GAUSSIAN DIFFRACTION : SLIT_DIFFRACTION MICHELSON : SLIT_MICHELSON DISPERSION/LORENTZ : SLIT_DISPERSION For instance, >>> getHelp(SLIT_MICHELSON) ... will give a datailed info about Michelson's instrumental function. The function convolveSpectrum() convolutes a high-resulution spectrum with one of supplied instrumental (slit) functions. The folowing parameters of this function are provided: Wavenumber (required parameter) Array of wavenumbers in high-resolution input spectrum. Deprecated name is Omega. CrossSection (required parameter) Values of high-resolution input spectrum. Resolution (optional parameter) This parameter is passed to the slit function. It represents the resolution of corresponding instrument. NOTE: default value is 0.1 cm-1 AF_wing (optional parameter) Width of an instrument function where it is considered non-zero. NOTE: default value is 10.0 cm-1 SlitFunction (optional parameter) Custom instrumental function to convolve with spectrum. Format of the instrumental function must be as follows: Func(x,g), where Func - function name, x - wavenumber, g - resolution. NOTE: if omitted, then the default value is SLIT_RECTANGULAR Before using the convolution procedure it worth giving some practical advices and remarks: 1) Quality of a convolution depends on many things: quality of calculated spectra, width of AF_wing and WavenumberRange, Resolution, WavenumberStep etc ... Most of these factors are taken from previus stages of spectral calculation. Right choise of all these factors is crucial for the correct computation. 2) Dispersion, Diffraction and Michelson AF's don't work well in narrow wavenumber range because of their broad wings. 3) Generally one must consider WavenumberRange and AF_wing as wide as possible. 4) After applying a convolution, the resulting spectral range for the lower-resolution spectra is reduced by the doubled value of AF_wing. For this reason, try to make an initial spectral range for high-resolution spectrum (absorption, transmittance, radiance) sufficiently broad. The following command will calculate a lower-resolution spectra from the CO2 transmittance, which was calculated in a previous section. The Spectral resolution is 1 cm-1, >>> nu_,trans_,i1,i2,slit = convolveSpectrum(nu,trans) The outputs are: nu_, trans_ - wavenumbers and transmittance for the resulting low-resolution spectrum. i1,i2 - indexes for initial nu,trans spectrum denoting the part of wavenumber range which was taken for lower resolution spectrum. => Low-res spectrum is calculated on nu[i1:i2] Note, than to achieve more flexibility, one have to specify most of the optional parameters. For instance, more complete call is as follows: >>> nu_,trans_,i1,i2,slit = convolveSpectrum(nu,trans,SlitFunction=SLIT_MICHELSON,Resolution=1.0,AF_wing=20.0) """ def print_spectra_tutorial(): pydoc.pager(spectra_tutorial_text) plotting_tutorial_text = \ """ PLOTTING THE SPECTRA WITH MATPLOTLIB This tutorial briefly explains how to make plots using the Matplotlib - Python library for plotting. Prerequisites: To tun through this tutorial, user must have the following Python libraries installed: 1) Matplotlib Matplotlib can be obtained by the link http://matplotlib.org/ 2) Numpy (required by HAPI itself) Numpy can be obtained via pip: sudo pip install numpy (under Linux and Mac) pip install numpy (under Windows) Or by the link http://www.numpy.org/ As an option, user can download one of the many scientific Python distributions, such as Anaconda, Canopy etc... So, let's calculate plot the basic entities which ar provided by HAPI. To do so, we will do all necessary steps to download, filter and calculate cross sections "from scratch". To demonstrate the different possibilities of matplotlib, we will mostly use Pylab - a part of Matplotlib with the interface similar to Matlab. Please note, that it's not the only way to use Matplotlib. More information can be found on it's site. The next part is a step-by-step guide, demonstrating basic possilities of HITRANonline API in conjunction with Matplotlib. First, do some preliminary imports: >>> from hapi import * >>> from pylab import show,plot,subplot,xlim,ylim,title,legend,xlabel,ylabel,hold Start the database 'data': >>> db_begin('data') Download lines for main isotopologue of ozone in [3900,4050] range: >>> fetch('O3',3,1,3900,4050) PLot a sick spectrum using the function getStickXY() >>> x,y = getStickXY('O3') >>> plot(x,y); show() Zoom in spectral region [4020,4035] cm-1: >>> plot(x,y); xlim([4020,4035]); show() Calculate and plot difference between Voigt and Lorentzian lineshape: >>> wn = arange(3002,3008,0.01) # get wavenumber range of interest >>> voi = PROFILE_VOIGT(3005,0.1,0.3,wn)[0] # calc Voigt >>> lor = PROFILE_LORENTZ(3005,0.3,wn) # calc Lorentz >>> diff = voi-lor # calc difference >>> subplot(2,1,1) # upper panel >>> plot(wn,voi,'red',wn,lor,'blue') # plot both profiles >>> legend(['Voigt','Lorentz']) # show legend >>> title('Voigt and Lorentz profiles') # show title >>> subplot(2,1,2) # lower panel >>> plot(wn,diff) # plot diffenence >>> title('Voigt-Lorentz residual') # show title >>> show() # show all figures Calculate and plot absorption coefficients for ozone using Voigt profile. Spectra are calculated for 4 cases of thermodynamic parameters: (1 atm, 296 K), (5 atm, 296 K), (1 atm, 500 K), and (5 atm, 500 K) >>> nu1,coef1 = absorptionCoefficient_Voigt(((3,1),),'O3', WavenumberStep=0.01,HITRAN_units=False,GammaL='gamma_self', Environment={'p':1,'T':296.}) >>> nu2,coef2 = absorptionCoefficient_Voigt(((3,1),),'O3', WavenumberStep=0.01,HITRAN_units=False,GammaL='gamma_self', Environment={'p':5,'T':296.}) >>> nu3,coef3 = absorptionCoefficient_Voigt(((3,1),),'O3', WavenumberStep=0.01,HITRAN_units=False,GammaL='gamma_self', Environment={'p':1,'T':500.}) >>> nu4,coef4 = absorptionCoefficient_Voigt(((3,1),),'O3', WavenumberStep=0.01,HITRAN_units=False,GammaL='gamma_self', Environment={'p':5,'T':500.}) >>> subplot(2,2,1); plot(nu1,coef1); title('O3 k(w): p=1 atm, T=296K') >>> subplot(2,2,2); plot(nu2,coef2); title('O3 k(w): p=5 atm, T=296K') >>> subplot(2,2,3); plot(nu3,coef3); title('O3 k(w): p=1 atm, T=500K') >>> subplot(2,2,4); plot(nu4,coef4); title('O3 k(w): p=5 atm, T=500K') >>> show() Calculate and plot absorption, transmittance and radiance spectra for 1 atm and 296K. Path length is set to 10 m. >>> nu,absorp = absorptionSpectrum(nu1,coef1,Environment={'l':1000.}) >>> nu,transm = transmittanceSpectrum(nu1,coef1,Environment={'l':1000.}) >>> nu,radian = radianceSpectrum(nu1,coef1,Environment={'l':1000.,'T':296.}) >>> subplot(2,2,1); plot(nu1,coef1,'r'); title('O3 k(w): p=1 atm, T=296K') >>> subplot(2,2,2); plot(nu,absorp,'g'); title('O3 absorption: p=1 atm, T=296K') >>> subplot(2,2,3); plot(nu,transm,'b'); title('O3 transmittance: p=1 atm, T=296K') >>> subplot(2,2,4); plot(nu,radian,'y'); title('O3 radiance: p=1 atm, T=296K') >>> show() Calculate and compare high resolution spectrum for O3 with lower resolution spectrum convoluted with an instrumental function of ideal Michelson interferometer. >>> nu_,trans_,i1,i2,slit = convolveSpectrum(nu,transm,SlitFunction=SLIT_MICHELSON,Resolution=1.0,AF_wing=20.0) >>> plot(nu,transm,'red',nu_,trans_,'blue'); legend(['HI-RES','Michelson']); show() """ def print_plotting_tutorial(): pydoc.pager(plotting_tutorial_text) def getHelp(arg=None): """ This function provides interactive manuals and tutorials. """ if arg==None: print('--------------------------------------------------------------') print('Hello, this is an interactive help system of HITRANonline API.') print('--------------------------------------------------------------') print('Run getHelp(.) with one of the following arguments:') print(' tutorial - interactive tutorials on HAPI') print(' units - units used in calculations') print(' index - index of available HAPI functions') elif arg=='tutorial': print('-----------------------------------') print('This is a tutorial section of help.') print('-----------------------------------') print('Please choose the subject of tutorial:') print(' data - downloading the data and working with it') print(' spectra - calculating spectral functions') print(' plotting - visualizing data with matplotlib') print(' python - Python quick start guide') elif arg=='python': print_python_tutorial() elif arg=='data': print_data_tutorial() elif arg=='spectra': print_spectra_tutorial() elif arg=='plotting': print_plotting_tutorial() elif arg=='index': print('------------------------------') print('FETCHING DATA:') print('------------------------------') print(' fetch') print(' fetch_by_ids') print('') print('------------------------------') print('WORKING WITH DATA:') print('------------------------------') print(' db_begin') print(' db_commit') print(' tableList') print(' describe') print(' select') print(' sort') print(' extractColumns') print(' getColumn') print(' getColumns') print(' dropTable') print('') print('------------------------------') print('CALCULATING SPECTRA:') print('------------------------------') print(' profiles') print(' partitionSum') print(' absorptionCoefficient_HT') print(' absorptionCoefficient_Voigt') print(' absorptionCoefficient_SDVoigt') print(' absorptionCoefficient_Lorentz') print(' absorptionCoefficient_Doppler') print(' transmittanceSpectrum') print(' absorptionSpectrum') print(' radianceSpectrum') print('') print('------------------------------') print('CONVOLVING SPECTRA:') print('------------------------------') print(' convolveSpectrum') print(' slit_functions') print('') print('------------------------------') print('INFO ON ISOTOPOLOGUES:') print('------------------------------') print(' ISO_ID') print(' abundance') print(' molecularMass') print(' moleculeName') print(' isotopologueName') print('') print('------------------------------') print('MISCELLANEOUS:') print('------------------------------') print(' getStickXY') print(' read_hotw') elif arg == ISO: print_iso() elif arg == ISO_ID: print_iso_id() elif arg == profiles: print_profiles() elif arg == slit_functions: print_slit_functions() else: help(arg) # Get atmospheric (natural) abundance # for a specified isotopologue # M - molecule number # I - isotopologue number def abundance(M,I): """ INPUT PARAMETERS: M: HITRAN molecule number I: HITRAN isotopologue number OUTPUT PARAMETERS: Abbundance: natural abundance --- DESCRIPTION: Return natural (Earth) abundance of HITRAN isotolopogue. --- EXAMPLE OF USAGE: ab = abundance(1,1) # H2O --- """ return ISO[(M,I)][ISO_INDEX['abundance']] # Get molecular mass # for a specified isotopologue # M - molecule number # I - isotopologue number def molecularMass(M,I): """ INPUT PARAMETERS: M: HITRAN molecule number I: HITRAN isotopologue number OUTPUT PARAMETERS: MolMass: molecular mass --- DESCRIPTION: Return molecular mass of HITRAN isotolopogue. --- EXAMPLE OF USAGE: mass = molecularMass(1,1) # H2O --- """ return ISO[(M,I)][ISO_INDEX['mass']] # Get molecule name # for a specified isotopologue # M - molecule number # I - isotopologue number def moleculeName(M): """ INPUT PARAMETERS: M: HITRAN molecule number OUTPUT PARAMETERS: MolName: molecular name --- DESCRIPTION: Return name of HITRAN molecule. --- EXAMPLE OF USAGE: molname = moleculeName(1) # H2O --- """ return ISO[(M,1)][ISO_INDEX['mol_name']] # Get isotopologue name # for a specified isotopologue # M - molecule number # I - isotopologue number def isotopologueName(M,I): """ INPUT PARAMETERS: M: HITRAN molecule number I: HITRAN isotopologue number OUTPUT PARAMETERS: IsoMass: isotopologue mass --- DESCRIPTION: Return name of HITRAN isotolopogue. --- EXAMPLE OF USAGE: isoname = isotopologueName(1,1) # H2O --- """ return ISO[(M,I)][ISO_INDEX['iso_name']] # ----------------------- table list ---------------------------------- def tableList(): """ INPUT PARAMETERS: none OUTPUT PARAMETERS: TableList: a list of available tables --- DESCRIPTION: Return a list of tables present in database. --- EXAMPLE OF USAGE: lst = tableList() --- """ return getTableList() # ----------------------- describe ---------------------------------- def describe(TableName): """ INPUT PARAMETERS: TableName: name of the table to describe OUTPUT PARAMETERS: none --- DESCRIPTION: Print information about table, including parameter names, formats and wavenumber range. --- EXAMPLE OF USAGE: describe('sampletab') --- """ describeTable(TableName) # ---------------------- /ISO.PY --------------------------------------- def db_begin(db=None): """ INPUT PARAMETERS: db: database name (optional) OUTPUT PARAMETERS: none --- DESCRIPTION: Open a database connection. A database is stored in a folder given in db input parameter. Default=data --- EXAMPLE OF USAGE: db_begin('bar') --- """ databaseBegin(db) def db_commit(): """ INPUT PARAMETERS: none OUTPUT PARAMETERS: none --- DESCRIPTION: Commit all changes made to opened database. All tables will be saved in corresponding files. --- EXAMPLE OF USAGE: db_commit() --- """ databaseCommit() # ------------------ QUERY HITRAN --------------------------------------- def comment(TableName,Comment): LOCAL_TABLE_CACHE[TableName]['header']['comment'] = Comment def fetch_by_ids(TableName,iso_id_list,numin,numax,ParameterGroups=[],Parameters=[]): """ INPUT PARAMETERS: TableName: local table name to fetch in (required) iso_id_list: list of isotopologue id's (required) numin: lower wavenumber bound (required) numax: upper wavenumber bound (required) OUTPUT PARAMETERS: none --- DESCRIPTION: Download line-by-line data from HITRANonline server and save it to local table. The input parameter iso_id_list contains list of "global" isotopologue Ids (see help on ISO_ID). Note: this function is required if user wants to download multiple species into single table. --- EXAMPLE OF USAGE: fetch_by_ids('water',[1,2,3,4],4000,4100) --- """ if type(iso_id_list) not in set([list,tuple]): iso_id_list = [iso_id_list] queryHITRAN(TableName,iso_id_list,numin,numax, pargroups=ParameterGroups,params=Parameters) iso_names = [ISO_ID[i][ISO_ID_INDEX['iso_name']] for i in iso_id_list] Comment = 'Contains lines for '+','.join(iso_names) Comment += ('\n in %.3f-%.3f wavenumber range' % (numin,numax)) comment(TableName,Comment) #def queryHITRAN(TableName,iso_id_list,numin,numax): def fetch(TableName,M,I,numin,numax,ParameterGroups=[],Parameters=[]): """ INPUT PARAMETERS: TableName: local table name to fetch in (required) M: HITRAN molecule number (required) I: HITRAN isotopologue number (required) numin: lower wavenumber bound (required) numax: upper wavenumber bound (required) OUTPUT PARAMETERS: none --- DESCRIPTION: Download line-by-line data from HITRANonline server and save it to local table. The input parameters M and I are the HITRAN molecule and isotopologue numbers. This function results in a table containing single isotopologue specie. To have multiple species in a single table use fetch_by_ids instead. --- EXAMPLE OF USAGE: fetch('HOH',1,1,4000,4100) --- """ queryHITRAN(TableName,[ISO[(M,I)][ISO_INDEX['id']]],numin,numax, pargroups=ParameterGroups,params=Parameters) iso_name = ISO[(M,I)][ISO_INDEX['iso_name']] Comment = 'Contains lines for '+iso_name Comment += ('\n in %.3f-%.3f wavenumber range' % (numin,numax)) comment(TableName,Comment) # ------------------ partition sum -------------------------------------- # ------------------- LAGRANGE INTERPOLATION ---------------------- #def AtoB(aa,bb,A,B,npt) def AtoB(aa,A,B,npt): #*************************** #...LaGrange 3- and 4-point interpolation #...arrays A and B are the npt data points, given aa, a value of the #...A variable, the routine will find the corresponding bb value # #...input: aa #...output: bb for I in range(2,npt+1): if A[I-1] >= aa: if I < 3 or I == npt: J = I if I < 3: J = 3 if I == npt: J = npt J = J-1 # zero index correction A0D1=A[J-2]-A[J-1] if A0D1 == 0.0: A0D1=0.0001 A0D2=A[J-2]-A[J] if A0D2 == 0.0: A0D2=0.0000 A1D1=A[J-1]-A[J-2] if A1D1 == 0.0: A1D1=0.0001 A1D2=A[J-1]-A[J] if A1D2 == 0.0: A1D2=0.0001 A2D1=A[J]-A[J-2] if A2D1 == 0.0: A2D1=0.0001 A2D2=A[J]-A[J-1] if A2D2 == 0.0: A2D2=0.0001 A0=(aa-A[J-1])*(aa-A[J])/(A0D1*A0D2) A1=(aa-A[J-2])*(aa-A[J])/(A1D1*A1D2) A2=(aa-A[J-2])*(aa-A[J-1])/(A2D1*A2D2) bb = A0*B[J-2] + A1*B[J-1] + A2*B[J] else: J = I J = J-1 # zero index correction A0D1=A[J-2]-A[J-1] if A0D1 == 0.0: A0D1=0.0001 A0D2=A[J-2]-A[J] if A0D2 == 0.0: A0D2=0.0001 A0D3 = (A[J-2]-A[J+1]) if A0D3 == 0.0: A0D3=0.0001 A1D1=A[J-1]-A[J-2] if A1D1 == 0.0: A1D1=0.0001 A1D2=A[J-1]-A[J] if A1D2 == 0.0: A1D2=0.0001 A1D3 = A[J-1]-A[J+1] if A1D3 == 0.0: A1D3=0.0001 A2D1=A[J]-A[J-2] if A2D1 == 0.0: A2D1=0.0001 A2D2=A[J]-A[J-1] if A2D2 == 0.0: A2D2=0.0001 A2D3 = A[J]-A[J+1] if A2D3 == 0.0: A2D3=0.0001 A3D1 = A[J+1]-A[J-2] if A3D1 == 0.0: A3D1=0.0001 A3D2 = A[J+1]-A[J-1] if A3D2 == 0.0: A3D2=0.0001 A3D3 = A[J+1]-A[J] if A3D3 == 0.0: A3D3=0.0001 A0=(aa-A[J-1])*(aa-A[J])*(aa-A[J+1]) A0=A0/(A0D1*A0D2*A0D3) A1=(aa-A[J-2])*(aa-A[J])*(aa-A[J+1]) A1=A1/(A1D1*A1D2*A1D3) A2=(aa-A[J-2])*(aa-A[J-1])*(aa-A[J+1]) A2=A2/(A2D1*A2D2*A2D3) A3=(aa-A[J-2])*(aa-A[J-1])*(aa-A[J]) A3=A3/(A3D1*A3D2*A3D3) bb = A0*B[J-2] + A1*B[J-1] + A2*B[J] + A3*B[J+1] break return bb # --------------- ISOTOPOLOGUE HASH ---------------------- TIPS_ISO_HASH = {} # --------------- STATISTICAL WEIGHT HASH ---------------------- TIPS_GSI_HASH = {} # --------------- INTERPOLATION NODES ---------------------- Tdat = __FloatType__( [60., 85., 110., 135., 160., 185., 210., 235., 260., 285., 310., 335., 360., 385., 410., 435., 460., 485., 510., 535., 560., 585., 610., 635., 660., 685., 710., 735., 760., 785., 810., 835., 860., 885., 910., 935., 960., 985., 1010.,1035.,1060.,1085.,1110.,1135.,1160.,1185.,1210.,1235., 1260.,1285.,1310.,1335.,1360.,1385.,1410.,1435.,1460.,1485., 1510.,1535.,1560.,1585.,1610.,1635.,1660.,1685.,1710.,1735., 1760.,1785.,1810.,1835.,1860.,1885.,1910.,1935.,1960.,1985., 2010.,2035.,2060.,2085.,2110.,2135.,2160.,2185.,2210.,2235., 2260.,2285.,2310.,2335.,2360.,2385.,2410.,2435.,2460.,2485., 2510.,2535.,2560.,2585.,2610.,2635.,2660.,2685.,2710.,2735., 2760.,2785.,2810.,2835.,2860.,2885.,2910.,2935.,2960.,2985., 3010.] ) TIPS_NPT = len(Tdat) # REMARK # float32 gives exactly the same results as fortran TIPS, because # all constants in the fortran code given as xx.xxE+-XX, i.e. # in single precision. By this fact all unsignificant figures # over single precision are filled with digital garbage # --------------- H2O 161: M = 1, I = 1 --------------------- M = 1 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.16824E+02, 0.27771E+02, 0.40408E+02, 0.54549E+02, 0.70054E+02, 0.86817E+02, 0.10475E+03, 0.12380E+03, 0.14391E+03, 0.16503E+03, 0.18714E+03, 0.21021E+03, 0.23425E+03, 0.25924E+03, 0.28518E+03, 0.31209E+03, 0.33997E+03, 0.36883E+03, 0.39870E+03, 0.42959E+03, 0.46152E+03, 0.49452E+03, 0.52860E+03, 0.56380E+03, 0.60015E+03, 0.63766E+03, 0.67637E+03, 0.71631E+03, 0.75750E+03, 0.79999E+03, 0.84380E+03, 0.88897E+03, 0.93553E+03, 0.98353E+03, 0.10330E+04, 0.10840E+04, 0.11365E+04, 0.11906E+04, 0.12463E+04, 0.13037E+04, 0.13628E+04, 0.14237E+04, 0.14863E+04, 0.15509E+04, 0.16173E+04, 0.16856E+04, 0.17559E+04, 0.18283E+04, 0.19028E+04, 0.19793E+04, 0.20581E+04, 0.21391E+04, 0.22224E+04, 0.23080E+04, 0.24067E+04, 0.24975E+04, 0.25908E+04, 0.26867E+04, 0.27853E+04, 0.28865E+04, 0.29904E+04, 0.30972E+04, 0.32068E+04, 0.33194E+04, 0.34349E+04, 0.35535E+04, 0.36752E+04, 0.38001E+04, 0.39282E+04, 0.40597E+04, 0.41945E+04, 0.43327E+04, 0.44745E+04, 0.46199E+04, 0.47688E+04, 0.49215E+04, 0.50780E+04, 0.52384E+04, 0.54027E+04, 0.55710E+04, 0.57434E+04, 0.59200E+04, 0.61008E+04, 0.62859E+04, 0.64754E+04, 0.66693E+04, 0.68679E+04, 0.70710E+04, 0.72788E+04, 0.74915E+04, 0.77090E+04, 0.79315E+04, 0.81590E+04, 0.83917E+04, 0.86296E+04, 0.88728E+04, 0.91214E+04, 0.93755E+04, 0.96351E+04, 0.99005E+04, 0.10171E+05, 0.10448E+05, 0.10731E+05, 0.11020E+05, 0.11315E+05, 0.11617E+05, 0.11924E+05, 0.12238E+05, 0.12559E+05, 0.12886E+05, 0.13220E+05, 0.13561E+05, 0.13909E+05, 0.14263E+05, 0.14625E+05, 0.14995E+05, 0.15371E+05, 0.15755E+05, 0.16147E+05]) # --------------- H2O 181: M = 1, I = 2 --------------------- M = 1 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.15960E+02, 0.26999E+02, 0.39743E+02, 0.54003E+02, 0.69639E+02, 0.86543E+02, 0.10463E+03, 0.12384E+03, 0.14412E+03, 0.16542E+03, 0.18773E+03, 0.21103E+03, 0.23531E+03, 0.26057E+03, 0.28681E+03, 0.31406E+03, 0.34226E+03, 0.37130E+03, 0.40135E+03, 0.43243E+03, 0.46456E+03, 0.49777E+03, 0.53206E+03, 0.56748E+03, 0.60405E+03, 0.64179E+03, 0.68074E+03, 0.72093E+03, 0.76238E+03, 0.80513E+03, 0.84922E+03, 0.89467E+03, 0.94152E+03, 0.98982E+03, 0.10396E+04, 0.10909E+04, 0.11437E+04, 0.11982E+04, 0.12543E+04, 0.13120E+04, 0.13715E+04, 0.14328E+04, 0.14959E+04, 0.15608E+04, 0.16276E+04, 0.16964E+04, 0.17672E+04, 0.18401E+04, 0.19151E+04, 0.19922E+04, 0.20715E+04, 0.21531E+04, 0.22370E+04, 0.23232E+04, 0.24118E+04, 0.25030E+04, 0.25967E+04, 0.26929E+04, 0.27918E+04, 0.28934E+04, 0.29978E+04, 0.31050E+04, 0.32151E+04, 0.33281E+04, 0.34441E+04, 0.35632E+04, 0.36854E+04, 0.38108E+04, 0.39395E+04, 0.40715E+04, 0.42070E+04, 0.43459E+04, 0.44883E+04, 0.46343E+04, 0.47840E+04, 0.49374E+04, 0.50946E+04, 0.52558E+04, 0.54209E+04, 0.55900E+04, 0.57632E+04, 0.59407E+04, 0.61224E+04, 0.63084E+04, 0.64988E+04, 0.66938E+04, 0.68933E+04, 0.70975E+04, 0.73064E+04, 0.75202E+04, 0.77389E+04, 0.79625E+04, 0.81913E+04, 0.84252E+04, 0.86644E+04, 0.89089E+04, 0.91588E+04, 0.94143E+04, 0.96754E+04, 0.99422E+04, 0.10215E+05, 0.10493E+05, 0.10778E+05, 0.11068E+05, 0.11365E+05, 0.11668E+05, 0.11977E+05, 0.12293E+05, 0.12616E+05, 0.12945E+05, 0.13281E+05, 0.13624E+05, 0.13973E+05, 0.14330E+05, 0.14694E+05, 0.15066E+05, 0.15445E+05, 0.15831E+05, 0.16225E+05]) # --------------- H2O 171: M = 1, I = 3 --------------------- M = 1 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.95371E+02, 0.16134E+03, 0.23750E+03, 0.32273E+03, 0.41617E+03, 0.51722E+03, 0.62540E+03, 0.74036E+03, 0.86185E+03, 0.98970E+03, 0.11238E+04, 0.12642E+04, 0.14097E+04, 0.15599E+04, 0.17159E+04, 0.18777E+04, 0.20453E+04, 0.22188E+04, 0.23983E+04, 0.25840E+04, 0.27760E+04, 0.29743E+04, 0.31792E+04, 0.33907E+04, 0.36091E+04, 0.38346E+04, 0.40672E+04, 0.43072E+04, 0.45547E+04, 0.48100E+04, 0.50732E+04, 0.53446E+04, 0.56244E+04, 0.59128E+04, 0.62100E+04, 0.65162E+04, 0.68317E+04, 0.71567E+04, 0.74915E+04, 0.78363E+04, 0.81914E+04, 0.85571E+04, 0.89335E+04, 0.93211E+04, 0.97200E+04, 0.10131E+05, 0.10553E+05, 0.10988E+05, 0.11435E+05, 0.11895E+05, 0.12368E+05, 0.12855E+05, 0.13356E+05, 0.13870E+05, 0.14399E+05, 0.14943E+05, 0.15502E+05, 0.16076E+05, 0.16666E+05, 0.17272E+05, 0.17895E+05, 0.18534E+05, 0.19191E+05, 0.19865E+05, 0.20557E+05, 0.21267E+05, 0.21996E+05, 0.22744E+05, 0.23512E+05, 0.24299E+05, 0.25106E+05, 0.25935E+05, 0.26784E+05, 0.27655E+05, 0.28547E+05, 0.29462E+05, 0.30400E+05, 0.31361E+05, 0.32345E+05, 0.33353E+05, 0.34386E+05, 0.35444E+05, 0.36527E+05, 0.37637E+05, 0.38772E+05, 0.39934E+05, 0.41124E+05, 0.42341E+05, 0.43587E+05, 0.44861E+05, 0.46165E+05, 0.47498E+05, 0.48862E+05, 0.50256E+05, 0.51682E+05, 0.53139E+05, 0.54629E+05, 0.56152E+05, 0.57708E+05, 0.59299E+05, 0.60923E+05, 0.62583E+05, 0.64279E+05, 0.66011E+05, 0.67779E+05, 0.69585E+05, 0.71429E+05, 0.73312E+05, 0.75234E+05, 0.77195E+05, 0.79197E+05, 0.81240E+05, 0.83325E+05, 0.85452E+05, 0.87622E+05, 0.89835E+05, 0.92093E+05, 0.94395E+05, 0.96743E+05]) # --------------- H2O 162: M = 1, I = 4 --------------------- M = 1 I = 4 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.75792E+02, 0.12986E+03, 0.19244E+03, 0.26253E+03, 0.33942E+03, 0.42259E+03, 0.51161E+03, 0.60619E+03, 0.70609E+03, 0.81117E+03, 0.92132E+03, 0.10365E+04, 0.11567E+04, 0.12820E+04, 0.14124E+04, 0.15481E+04, 0.16891E+04, 0.18355E+04, 0.19876E+04, 0.21455E+04, 0.23092E+04, 0.24791E+04, 0.26551E+04, 0.28376E+04, 0.30268E+04, 0.32258E+04, 0.34288E+04, 0.36392E+04, 0.38571E+04, 0.40828E+04, 0.43165E+04, 0.45584E+04, 0.48089E+04, 0.50681E+04, 0.53363E+04, 0.56139E+04, 0.59009E+04, 0.61979E+04, 0.65049E+04, 0.68224E+04, 0.71506E+04, 0.74898E+04, 0.78403E+04, 0.82024E+04, 0.85765E+04, 0.89628E+04, 0.93618E+04, 0.97736E+04, 0.10199E+05, 0.10637E+05, 0.11090E+05, 0.11557E+05, 0.12039E+05, 0.12535E+05, 0.13047E+05, 0.13575E+05, 0.14119E+05, 0.14679E+05, 0.15257E+05, 0.15851E+05, 0.16464E+05, 0.17094E+05, 0.17743E+05, 0.18411E+05, 0.19098E+05, 0.19805E+05, 0.20532E+05, 0.21280E+05, 0.22049E+05, 0.22840E+05, 0.23652E+05, 0.24487E+05, 0.25345E+05, 0.26227E+05, 0.27132E+05, 0.28062E+05, 0.29016E+05, 0.29997E+05, 0.31002E+05, 0.32035E+05, 0.33094E+05, 0.34180E+05, 0.35295E+05, 0.36438E+05, 0.37610E+05, 0.38812E+05, 0.40044E+05, 0.41306E+05, 0.42600E+05, 0.43926E+05, 0.45284E+05, 0.46675E+05, 0.48100E+05, 0.49559E+05, 0.51053E+05, 0.52583E+05, 0.54148E+05, 0.55750E+05, 0.57390E+05, 0.59067E+05, 0.60783E+05, 0.62539E+05, 0.64334E+05, 0.66170E+05, 0.68047E+05, 0.69967E+05, 0.71929E+05, 0.73934E+05, 0.75983E+05, 0.78078E+05, 0.80217E+05, 0.82403E+05, 0.84636E+05, 0.86917E+05, 0.89246E+05, 0.91625E+05, 0.94053E+05, 0.96533E+05, 0.99064E+05]) # --------------- H2O 182: M = 1, I = 5 --------------------- M = 1 I = 5 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.82770E+02, 0.13749E+03, 0.20083E+03, 0.27176E+03, 0.34955E+03, 0.43370E+03, 0.52376E+03, 0.61944E+03, 0.72050E+03, 0.82679E+03, 0.93821E+03, 0.10547E+04, 0.11763E+04, 0.13031E+04, 0.14350E+04, 0.15723E+04, 0.17150E+04, 0.18633E+04, 0.20172E+04, 0.21770E+04, 0.23429E+04, 0.25149E+04, 0.26934E+04, 0.28784E+04, 0.30702E+04, 0.32690E+04, 0.34750E+04, 0.36885E+04, 0.39096E+04, 0.41386E+04, 0.43758E+04, 0.46213E+04, 0.48755E+04, 0.51386E+04, 0.54109E+04, 0.56927E+04, 0.59841E+04, 0.62856E+04, 0.65973E+04, 0.69197E+04, 0.72529E+04, 0.75973E+04, 0.79533E+04, 0.83210E+04, 0.87009E+04, 0.90933E+04, 0.94985E+04, 0.99168E+04, 0.10348E+05, 0.10794E+05, 0.11254E+05, 0.11728E+05, 0.12217E+05, 0.12722E+05, 0.13242E+05, 0.13778E+05, 0.14331E+05, 0.14900E+05, 0.15486E+05, 0.16091E+05, 0.16713E+05, 0.17353E+05, 0.18012E+05, 0.18691E+05, 0.19389E+05, 0.20108E+05, 0.20847E+05, 0.21607E+05, 0.22388E+05, 0.23191E+05, 0.24017E+05, 0.24866E+05, 0.25738E+05, 0.26633E+05, 0.27553E+05, 0.28498E+05, 0.29468E+05, 0.30464E+05, 0.31486E+05, 0.32536E+05, 0.33612E+05, 0.34716E+05, 0.35849E+05, 0.37011E+05, 0.38202E+05, 0.39424E+05, 0.40676E+05, 0.41959E+05, 0.43274E+05, 0.44622E+05, 0.46002E+05, 0.47416E+05, 0.48864E+05, 0.50348E+05, 0.51866E+05, 0.53421E+05, 0.55012E+05, 0.56640E+05, 0.58307E+05, 0.60012E+05, 0.61757E+05, 0.63541E+05, 0.65366E+05, 0.67233E+05, 0.69141E+05, 0.71092E+05, 0.73087E+05, 0.75125E+05, 0.77209E+05, 0.79338E+05, 0.81513E+05, 0.83736E+05, 0.86006E+05, 0.88324E+05, 0.90693E+05, 0.93111E+05, 0.95580E+05, 0.98100E+05, 0.10067E+06]) # --------------- H2O 172: M = 1, I = 6 --------------------- M = 1 I = 6 TIPS_GSI_HASH[(M,I)] = __FloatType__(36.) TIPS_ISO_HASH[(M,I)] = float32([0.49379E+03, 0.82021E+03, 0.11980E+04, 0.16211E+04, 0.20851E+04, 0.25870E+04, 0.31242E+04, 0.36949E+04, 0.42977E+04, 0.49317E+04, 0.55963E+04, 0.62911E+04, 0.70164E+04, 0.77722E+04, 0.85591E+04, 0.93777E+04, 0.10228E+05, 0.11112E+05, 0.12030E+05, 0.12983E+05, 0.13971E+05, 0.14997E+05, 0.16061E+05, 0.17163E+05, 0.18306E+05, 0.19491E+05, 0.20719E+05, 0.21991E+05, 0.23309E+05, 0.24673E+05, 0.26086E+05, 0.27549E+05, 0.29064E+05, 0.30631E+05, 0.32254E+05, 0.33932E+05, 0.35669E+05, 0.37464E+05, 0.39321E+05, 0.41242E+05, 0.43227E+05, 0.45279E+05, 0.47399E+05, 0.49589E+05, 0.51852E+05, 0.54189E+05, 0.56602E+05, 0.59094E+05, 0.61666E+05, 0.64320E+05, 0.67058E+05, 0.69883E+05, 0.72796E+05, 0.75801E+05, 0.78899E+05, 0.82092E+05, 0.85382E+05, 0.88773E+05, 0.92266E+05, 0.95863E+05, 0.99568E+05, 0.10338E+06, 0.10731E+06, 0.11135E+06, 0.11551E+06, 0.11979E+06, 0.12419E+06, 0.12871E+06, 0.13337E+06, 0.13815E+06, 0.14307E+06, 0.14812E+06, 0.15331E+06, 0.15865E+06, 0.16412E+06, 0.16975E+06, 0.17553E+06, 0.18146E+06, 0.18754E+06, 0.19379E+06, 0.20020E+06, 0.20678E+06, 0.21352E+06, 0.22044E+06, 0.22753E+06, 0.23480E+06, 0.24226E+06, 0.24990E+06, 0.25773E+06, 0.26575E+06, 0.27397E+06, 0.28239E+06, 0.29102E+06, 0.29985E+06, 0.30889E+06, 0.31814E+06, 0.32762E+06, 0.33731E+06, 0.34724E+06, 0.35739E+06, 0.36777E+06, 0.37840E+06, 0.38926E+06, 0.40038E+06, 0.41174E+06, 0.42335E+06, 0.43523E+06, 0.44737E+06, 0.45977E+06, 0.47245E+06, 0.48540E+06, 0.49863E+06, 0.51214E+06, 0.52595E+06, 0.54005E+06, 0.55444E+06, 0.56914E+06, 0.58415E+06, 0.59947E+06]) # --------------- CO2 626: M = 2, I = 1 --------------------- M = 2 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.53642E+02, 0.75947E+02, 0.98292E+02, 0.12078E+03, 0.14364E+03, 0.16714E+03, 0.19160E+03, 0.21731E+03, 0.24454E+03, 0.27355E+03, 0.30456E+03, 0.33778E+03, 0.37343E+03, 0.41170E+03, 0.45280E+03, 0.49692E+03, 0.54427E+03, 0.59505E+03, 0.64948E+03, 0.70779E+03, 0.77019E+03, 0.83693E+03, 0.90825E+03, 0.98440E+03, 0.10656E+04, 0.11522E+04, 0.12445E+04, 0.13427E+04, 0.14471E+04, 0.15580E+04, 0.16759E+04, 0.18009E+04, 0.19334E+04, 0.20739E+04, 0.22225E+04, 0.23798E+04, 0.25462E+04, 0.27219E+04, 0.29074E+04, 0.31032E+04, 0.33097E+04, 0.35272E+04, 0.37564E+04, 0.39976E+04, 0.42514E+04, 0.45181E+04, 0.47985E+04, 0.50929E+04, 0.54019E+04, 0.57260E+04, 0.60659E+04, 0.64221E+04, 0.67952E+04, 0.71859E+04, 0.75946E+04, 0.80222E+04, 0.84691E+04, 0.89362E+04, 0.94241E+04, 0.99335E+04, 0.10465E+05, 0.11020E+05, 0.11598E+05, 0.12201E+05, 0.12828E+05, 0.13482E+05, 0.14163E+05, 0.14872E+05, 0.15609E+05, 0.16376E+05, 0.17173E+05, 0.18001E+05, 0.18861E+05, 0.19754E+05, 0.20682E+05, 0.21644E+05, 0.22643E+05, 0.23678E+05, 0.24752E+05, 0.25865E+05, 0.27018E+05, 0.28212E+05, 0.29449E+05, 0.30730E+05, 0.32055E+05, 0.33426E+05, 0.34845E+05, 0.36312E+05, 0.37828E+05, 0.39395E+05, 0.41015E+05, 0.42688E+05, 0.44416E+05, 0.46199E+05, 0.48041E+05, 0.49942E+05, 0.51902E+05, 0.53925E+05, 0.56011E+05, 0.58162E+05, 0.60379E+05, 0.62664E+05, 0.65019E+05, 0.67444E+05, 0.69942E+05, 0.72515E+05, 0.75163E+05, 0.77890E+05, 0.80695E+05, 0.83582E+05, 0.86551E+05, 0.89605E+05, 0.92746E+05, 0.95975E+05, 0.99294E+05, 0.10271E+06, 0.10621E+06, 0.10981E+06, 0.11351E+06]) # --------------- CO2 636: M = 2, I = 2 --------------------- M = 2 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.10728E+03, 0.15189E+03, 0.19659E+03, 0.24164E+03, 0.28753E+03, 0.33486E+03, 0.38429E+03, 0.43643E+03, 0.49184E+03, 0.55104E+03, 0.61449E+03, 0.68263E+03, 0.75589E+03, 0.83468E+03, 0.91943E+03, 0.10106E+04, 0.11085E+04, 0.12137E+04, 0.13266E+04, 0.14477E+04, 0.15774E+04, 0.17163E+04, 0.18649E+04, 0.20237E+04, 0.21933E+04, 0.23743E+04, 0.25673E+04, 0.27729E+04, 0.29917E+04, 0.32245E+04, 0.34718E+04, 0.37345E+04, 0.40132E+04, 0.43087E+04, 0.46218E+04, 0.49533E+04, 0.53041E+04, 0.56749E+04, 0.60668E+04, 0.64805E+04, 0.69171E+04, 0.73774E+04, 0.78626E+04, 0.83736E+04, 0.89114E+04, 0.94772E+04, 0.10072E+05, 0.10697E+05, 0.11353E+05, 0.12042E+05, 0.12765E+05, 0.13523E+05, 0.14317E+05, 0.15148E+05, 0.16019E+05, 0.16930E+05, 0.17883E+05, 0.18879E+05, 0.19920E+05, 0.21008E+05, 0.22143E+05, 0.23328E+05, 0.24563E+05, 0.25852E+05, 0.27195E+05, 0.28594E+05, 0.30051E+05, 0.31568E+05, 0.33146E+05, 0.34788E+05, 0.36496E+05, 0.38271E+05, 0.40115E+05, 0.42031E+05, 0.44021E+05, 0.46086E+05, 0.48230E+05, 0.50453E+05, 0.52759E+05, 0.55150E+05, 0.57628E+05, 0.60195E+05, 0.62854E+05, 0.65608E+05, 0.68459E+05, 0.71409E+05, 0.74461E+05, 0.77618E+05, 0.80883E+05, 0.84258E+05, 0.87746E+05, 0.91350E+05, 0.95073E+05, 0.98918E+05, 0.10289E+06, 0.10698E+06, 0.11121E+06, 0.11558E+06, 0.12008E+06, 0.12472E+06, 0.12950E+06, 0.13443E+06, 0.13952E+06, 0.14475E+06, 0.15015E+06, 0.15571E+06, 0.16143E+06, 0.16732E+06, 0.17338E+06, 0.17962E+06, 0.18604E+06, 0.19264E+06, 0.19943E+06, 0.20642E+06, 0.21360E+06, 0.22098E+06, 0.22856E+06, 0.23636E+06, 0.24436E+06]) # --------------- CO2 628: M = 2, I = 3 --------------------- M = 2 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.11368E+03, 0.16096E+03, 0.20833E+03, 0.25603E+03, 0.30452E+03, 0.35442E+03, 0.40640E+03, 0.46110E+03, 0.51910E+03, 0.58093E+03, 0.64709E+03, 0.71804E+03, 0.79422E+03, 0.87607E+03, 0.96402E+03, 0.10585E+04, 0.11600E+04, 0.12689E+04, 0.13857E+04, 0.15108E+04, 0.16449E+04, 0.17883E+04, 0.19416E+04, 0.21054E+04, 0.22803E+04, 0.24668E+04, 0.26655E+04, 0.28770E+04, 0.31021E+04, 0.33414E+04, 0.35956E+04, 0.38654E+04, 0.41516E+04, 0.44549E+04, 0.47761E+04, 0.51160E+04, 0.54755E+04, 0.58555E+04, 0.62568E+04, 0.66804E+04, 0.71273E+04, 0.75982E+04, 0.80944E+04, 0.86169E+04, 0.91666E+04, 0.97446E+04, 0.10352E+05, 0.10990E+05, 0.11660E+05, 0.12363E+05, 0.13101E+05, 0.13874E+05, 0.14683E+05, 0.15531E+05, 0.16418E+05, 0.17347E+05, 0.18317E+05, 0.19332E+05, 0.20392E+05, 0.21499E+05, 0.22654E+05, 0.23859E+05, 0.25116E+05, 0.26426E+05, 0.27792E+05, 0.29214E+05, 0.30695E+05, 0.32236E+05, 0.33840E+05, 0.35508E+05, 0.37242E+05, 0.39045E+05, 0.40917E+05, 0.42862E+05, 0.44881E+05, 0.46977E+05, 0.49152E+05, 0.51407E+05, 0.53746E+05, 0.56171E+05, 0.58683E+05, 0.61286E+05, 0.63981E+05, 0.66772E+05, 0.69661E+05, 0.72650E+05, 0.75742E+05, 0.78940E+05, 0.82246E+05, 0.85664E+05, 0.89196E+05, 0.92845E+05, 0.96613E+05, 0.10050E+06, 0.10452E+06, 0.10867E+06, 0.11295E+06, 0.11736E+06, 0.12191E+06, 0.12661E+06, 0.13145E+06, 0.13643E+06, 0.14157E+06, 0.14687E+06, 0.15232E+06, 0.15794E+06, 0.16372E+06, 0.16968E+06, 0.17580E+06, 0.18211E+06, 0.18859E+06, 0.19526E+06, 0.20213E+06, 0.20918E+06, 0.21643E+06, 0.22388E+06, 0.23154E+06, 0.23941E+06, 0.24750E+06]) # --------------- CO2 627: M = 2, I = 4 --------------------- M = 2 I = 4 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.66338E+03, 0.93923E+03, 0.12156E+04, 0.14938E+04, 0.17766E+04, 0.20676E+04, 0.23705E+04, 0.26891E+04, 0.30267E+04, 0.33866E+04, 0.37714E+04, 0.41839E+04, 0.46267E+04, 0.51023E+04, 0.56132E+04, 0.61618E+04, 0.67508E+04, 0.73827E+04, 0.80603E+04, 0.87863E+04, 0.95636E+04, 0.10395E+05, 0.11284E+05, 0.12233E+05, 0.13246E+05, 0.14326E+05, 0.15477E+05, 0.16702E+05, 0.18005E+05, 0.19390E+05, 0.20861E+05, 0.22422E+05, 0.24077E+05, 0.25832E+05, 0.27689E+05, 0.29655E+05, 0.31734E+05, 0.33931E+05, 0.36250E+05, 0.38698E+05, 0.41280E+05, 0.44002E+05, 0.46869E+05, 0.49886E+05, 0.53062E+05, 0.56400E+05, 0.59909E+05, 0.63594E+05, 0.67462E+05, 0.71521E+05, 0.75777E+05, 0.80238E+05, 0.84911E+05, 0.89804E+05, 0.94925E+05, 0.10028E+06, 0.10588E+06, 0.11173E+06, 0.11785E+06, 0.12423E+06, 0.13090E+06, 0.13785E+06, 0.14510E+06, 0.15265E+06, 0.16053E+06, 0.16873E+06, 0.17727E+06, 0.18615E+06, 0.19540E+06, 0.20501E+06, 0.21501E+06, 0.22540E+06, 0.23619E+06, 0.24740E+06, 0.25904E+06, 0.27112E+06, 0.28365E+06, 0.29664E+06, 0.31012E+06, 0.32409E+06, 0.33856E+06, 0.35356E+06, 0.36908E+06, 0.38516E+06, 0.40180E+06, 0.41902E+06, 0.43683E+06, 0.45525E+06, 0.47429E+06, 0.49397E+06, 0.51431E+06, 0.53532E+06, 0.55702E+06, 0.57943E+06, 0.60256E+06, 0.62644E+06, 0.65107E+06, 0.67648E+06, 0.70269E+06, 0.72972E+06, 0.75758E+06, 0.78629E+06, 0.81588E+06, 0.84636E+06, 0.87775E+06, 0.91008E+06, 0.94337E+06, 0.97763E+06, 0.10129E+07, 0.10492E+07, 0.10865E+07, 0.11249E+07, 0.11644E+07, 0.12050E+07, 0.12467E+07, 0.12896E+07, 0.13337E+07, 0.13789E+07, 0.14255E+07]) # --------------- CO2 638: M = 2, I = 5 --------------------- M = 2 I = 5 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.22737E+03, 0.32194E+03, 0.41671E+03, 0.51226E+03, 0.60963E+03, 0.71017E+03, 0.81528E+03, 0.92628E+03, 0.10444E+04, 0.11707E+04, 0.13061E+04, 0.14518E+04, 0.16085E+04, 0.17772E+04, 0.19588E+04, 0.21542E+04, 0.23644E+04, 0.25903E+04, 0.28330E+04, 0.30934E+04, 0.33726E+04, 0.36717E+04, 0.39918E+04, 0.43342E+04, 0.47001E+04, 0.50907E+04, 0.55074E+04, 0.59515E+04, 0.64244E+04, 0.69276E+04, 0.74626E+04, 0.80310E+04, 0.86344E+04, 0.92744E+04, 0.99528E+04, 0.10671E+05, 0.11432E+05, 0.12236E+05, 0.13086E+05, 0.13984E+05, 0.14932E+05, 0.15932E+05, 0.16985E+05, 0.18096E+05, 0.19265E+05, 0.20495E+05, 0.21788E+05, 0.23148E+05, 0.24576E+05, 0.26075E+05, 0.27648E+05, 0.29298E+05, 0.31027E+05, 0.32839E+05, 0.34736E+05, 0.36721E+05, 0.38798E+05, 0.40970E+05, 0.43240E+05, 0.45611E+05, 0.48087E+05, 0.50671E+05, 0.53368E+05, 0.56180E+05, 0.59111E+05, 0.62165E+05, 0.65347E+05, 0.68659E+05, 0.72107E+05, 0.75694E+05, 0.79425E+05, 0.83303E+05, 0.87334E+05, 0.91522E+05, 0.95872E+05, 0.10039E+06, 0.10507E+06, 0.10994E+06, 0.11498E+06, 0.12021E+06, 0.12563E+06, 0.13125E+06, 0.13707E+06, 0.14309E+06, 0.14933E+06, 0.15579E+06, 0.16247E+06, 0.16938E+06, 0.17653E+06, 0.18392E+06, 0.19156E+06, 0.19946E+06, 0.20761E+06, 0.21604E+06, 0.22473E+06, 0.23371E+06, 0.24298E+06, 0.25254E+06, 0.26240E+06, 0.27258E+06, 0.28307E+06, 0.29388E+06, 0.30502E+06, 0.31651E+06, 0.32834E+06, 0.34052E+06, 0.35307E+06, 0.36599E+06, 0.37929E+06, 0.39298E+06, 0.40706E+06, 0.42155E+06, 0.43645E+06, 0.45178E+06, 0.46753E+06, 0.48373E+06, 0.50038E+06, 0.51748E+06, 0.53506E+06]) # --------------- CO2 637: M = 2, I = 6 --------------------- M = 2 I = 6 TIPS_GSI_HASH[(M,I)] = __FloatType__(12.) TIPS_ISO_HASH[(M,I)] = float32([0.13267E+04, 0.18785E+04, 0.24314E+04, 0.29888E+04, 0.35566E+04, 0.41426E+04, 0.47550E+04, 0.54013E+04, 0.60886E+04, 0.68232E+04, 0.76109E+04, 0.84574E+04, 0.93678E+04, 0.10348E+05, 0.11402E+05, 0.12536E+05, 0.13755E+05, 0.15065E+05, 0.16471E+05, 0.17980E+05, 0.19598E+05, 0.21330E+05, 0.23184E+05, 0.25166E+05, 0.27283E+05, 0.29543E+05, 0.31953E+05, 0.34521E+05, 0.37256E+05, 0.40164E+05, 0.43256E+05, 0.46541E+05, 0.50026E+05, 0.53723E+05, 0.57641E+05, 0.61790E+05, 0.66180E+05, 0.70823E+05, 0.75729E+05, 0.80910E+05, 0.86378E+05, 0.92145E+05, 0.98224E+05, 0.10463E+06, 0.11137E+06, 0.11846E+06, 0.12592E+06, 0.13375E+06, 0.14198E+06, 0.15062E+06, 0.15969E+06, 0.16920E+06, 0.17916E+06, 0.18959E+06, 0.20052E+06, 0.21196E+06, 0.22392E+06, 0.23642E+06, 0.24949E+06, 0.26314E+06, 0.27740E+06, 0.29227E+06, 0.30779E+06, 0.32398E+06, 0.34085E+06, 0.35842E+06, 0.37673E+06, 0.39579E+06, 0.41563E+06, 0.43626E+06, 0.45772E+06, 0.48003E+06, 0.50322E+06, 0.52730E+06, 0.55232E+06, 0.57829E+06, 0.60524E+06, 0.63320E+06, 0.66219E+06, 0.69226E+06, 0.72342E+06, 0.75571E+06, 0.78916E+06, 0.82380E+06, 0.85966E+06, 0.89678E+06, 0.93518E+06, 0.97490E+06, 0.10160E+07, 0.10585E+07, 0.11023E+07, 0.11477E+07, 0.11946E+07, 0.12430E+07, 0.12929E+07, 0.13445E+07, 0.13977E+07, 0.14526E+07, 0.15093E+07, 0.15677E+07, 0.16280E+07, 0.16901E+07, 0.17541E+07, 0.18200E+07, 0.18880E+07, 0.19579E+07, 0.20300E+07, 0.21042E+07, 0.21805E+07, 0.22591E+07, 0.23400E+07, 0.24232E+07, 0.25087E+07, 0.25967E+07, 0.26871E+07, 0.27801E+07, 0.28757E+07, 0.29739E+07, 0.30747E+07]) # --------------- CO2 828: M = 2, I = 7 --------------------- M = 2 I = 7 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.60334E+02, 0.85430E+02, 0.11058E+03, 0.13590E+03, 0.16167E+03, 0.18821E+03, 0.21588E+03, 0.24502E+03, 0.27595E+03, 0.30896E+03, 0.34431E+03, 0.38225E+03, 0.42301E+03, 0.46684E+03, 0.51397E+03, 0.56464E+03, 0.61907E+03, 0.67753E+03, 0.74027E+03, 0.80753E+03, 0.87961E+03, 0.95676E+03, 0.10393E+04, 0.11275E+04, 0.12217E+04, 0.13222E+04, 0.14293E+04, 0.15434E+04, 0.16648E+04, 0.17940E+04, 0.19312E+04, 0.20769E+04, 0.22315E+04, 0.23954E+04, 0.25691E+04, 0.27529E+04, 0.29474E+04, 0.31530E+04, 0.33702E+04, 0.35995E+04, 0.38414E+04, 0.40965E+04, 0.43654E+04, 0.46484E+04, 0.49464E+04, 0.52598E+04, 0.55892E+04, 0.59353E+04, 0.62988E+04, 0.66803E+04, 0.70804E+04, 0.74998E+04, 0.79394E+04, 0.83998E+04, 0.88817E+04, 0.93859E+04, 0.99132E+04, 0.10464E+05, 0.11040E+05, 0.11642E+05, 0.12270E+05, 0.12925E+05, 0.13609E+05, 0.14321E+05, 0.15064E+05, 0.15838E+05, 0.16643E+05, 0.17482E+05, 0.18355E+05, 0.19263E+05, 0.20207E+05, 0.21188E+05, 0.22208E+05, 0.23267E+05, 0.24366E+05, 0.25508E+05, 0.26692E+05, 0.27921E+05, 0.29195E+05, 0.30516E+05, 0.31886E+05, 0.33304E+05, 0.34773E+05, 0.36294E+05, 0.37869E+05, 0.39499E+05, 0.41185E+05, 0.42929E+05, 0.44732E+05, 0.46596E+05, 0.48522E+05, 0.50513E+05, 0.52569E+05, 0.54692E+05, 0.56884E+05, 0.59146E+05, 0.61481E+05, 0.63890E+05, 0.66375E+05, 0.68937E+05, 0.71578E+05, 0.74301E+05, 0.77107E+05, 0.79998E+05, 0.82976E+05, 0.86043E+05, 0.89201E+05, 0.92452E+05, 0.95799E+05, 0.99242E+05, 0.10278E+06, 0.10643E+06, 0.11018E+06, 0.11403E+06, 0.11799E+06, 0.12206E+06, 0.12625E+06, 0.13055E+06, 0.13497E+06]) # --------------- CO2 728: M = 2, I = 8 --------------------- M = 2 I = 8 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.70354E+03, 0.99615E+03, 0.12893E+04, 0.15846E+04, 0.18848E+04, 0.21940E+04, 0.25162E+04, 0.28554E+04, 0.32152E+04, 0.35991E+04, 0.40099E+04, 0.44507E+04, 0.49242E+04, 0.54332E+04, 0.59802E+04, 0.65681E+04, 0.71996E+04, 0.78776E+04, 0.86050E+04, 0.93847E+04, 0.10220E+05, 0.11114E+05, 0.12070E+05, 0.13091E+05, 0.14182E+05, 0.15345E+05, 0.16585E+05, 0.17906E+05, 0.19311E+05, 0.20805E+05, 0.22393E+05, 0.24078E+05, 0.25865E+05, 0.27760E+05, 0.29768E+05, 0.31893E+05, 0.34140E+05, 0.36516E+05, 0.39025E+05, 0.41674E+05, 0.44469E+05, 0.47416E+05, 0.50520E+05, 0.53789E+05, 0.57229E+05, 0.60847E+05, 0.64650E+05, 0.68645E+05, 0.72840E+05, 0.77242E+05, 0.81859E+05, 0.86699E+05, 0.91770E+05, 0.97081E+05, 0.10264E+06, 0.10846E+06, 0.11454E+06, 0.12090E+06, 0.12754E+06, 0.13447E+06, 0.14171E+06, 0.14927E+06, 0.15715E+06, 0.16536E+06, 0.17392E+06, 0.18284E+06, 0.19213E+06, 0.20179E+06, 0.21185E+06, 0.22231E+06, 0.23319E+06, 0.24450E+06, 0.25625E+06, 0.26845E+06, 0.28112E+06, 0.29427E+06, 0.30791E+06, 0.32206E+06, 0.33674E+06, 0.35196E+06, 0.36772E+06, 0.38406E+06, 0.40098E+06, 0.41850E+06, 0.43663E+06, 0.45539E+06, 0.47480E+06, 0.49488E+06, 0.51564E+06, 0.53710E+06, 0.55928E+06, 0.58219E+06, 0.60586E+06, 0.63029E+06, 0.65553E+06, 0.68157E+06, 0.70844E+06, 0.73616E+06, 0.76476E+06, 0.79424E+06, 0.82464E+06, 0.85597E+06, 0.88826E+06, 0.92153E+06, 0.95580E+06, 0.99108E+06, 0.10274E+07, 0.10648E+07, 0.11033E+07, 0.11429E+07, 0.11837E+07, 0.12256E+07, 0.12687E+07, 0.13131E+07, 0.13586E+07, 0.14055E+07, 0.14536E+07, 0.15031E+07, 0.15539E+07]) # --------------- CO2 727: M = 2, I = 9 --------------------- M = 2 I = 9 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.20518E+04, 0.29051E+04, 0.37601E+04, 0.46209E+04, 0.54961E+04, 0.63969E+04, 0.73353E+04, 0.83227E+04, 0.93698E+04, 0.10486E+05, 0.11681E+05, 0.12962E+05, 0.14337E+05, 0.15815E+05, 0.17403E+05, 0.19110E+05, 0.20942E+05, 0.22909E+05, 0.25018E+05, 0.27278E+05, 0.29699E+05, 0.32290E+05, 0.35060E+05, 0.38019E+05, 0.41177E+05, 0.44545E+05, 0.48135E+05, 0.51957E+05, 0.56023E+05, 0.60346E+05, 0.64938E+05, 0.69812E+05, 0.74981E+05, 0.80461E+05, 0.86264E+05, 0.92406E+05, 0.98902E+05, 0.10577E+06, 0.11302E+06, 0.12067E+06, 0.12875E+06, 0.13726E+06, 0.14622E+06, 0.15566E+06, 0.16559E+06, 0.17604E+06, 0.18702E+06, 0.19855E+06, 0.21066E+06, 0.22336E+06, 0.23669E+06, 0.25065E+06, 0.26528E+06, 0.28061E+06, 0.29664E+06, 0.31342E+06, 0.33096E+06, 0.34930E+06, 0.36845E+06, 0.38845E+06, 0.40933E+06, 0.43111E+06, 0.45383E+06, 0.47751E+06, 0.50219E+06, 0.52790E+06, 0.55466E+06, 0.58252E+06, 0.61151E+06, 0.64166E+06, 0.67300E+06, 0.70558E+06, 0.73943E+06, 0.77458E+06, 0.81108E+06, 0.84896E+06, 0.88827E+06, 0.92904E+06, 0.97131E+06, 0.10151E+07, 0.10605E+07, 0.11076E+07, 0.11563E+07, 0.12068E+07, 0.12590E+07, 0.13130E+07, 0.13689E+07, 0.14267E+07, 0.14865E+07, 0.15483E+07, 0.16121E+07, 0.16781E+07, 0.17462E+07, 0.18165E+07, 0.18892E+07, 0.19641E+07, 0.20415E+07, 0.21213E+07, 0.22036E+07, 0.22884E+07, 0.23759E+07, 0.24661E+07, 0.25590E+07, 0.26547E+07, 0.27533E+07, 0.28549E+07, 0.29594E+07, 0.30670E+07, 0.31778E+07, 0.32918E+07, 0.34090E+07, 0.35296E+07, 0.36536E+07, 0.37812E+07, 0.39123E+07, 0.40470E+07, 0.41855E+07, 0.43278E+07, 0.44739E+07]) # --------------- CO2 838: M = 2, I = 10 --------------------- M = 2 I = 10 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.12066E+03, 0.17085E+03, 0.22116E+03, 0.27190E+03, 0.32364E+03, 0.37711E+03, 0.43305E+03, 0.49219E+03, 0.55516E+03, 0.62256E+03, 0.69492E+03, 0.77276E+03, 0.85657E+03, 0.94685E+03, 0.10441E+04, 0.11488E+04, 0.12614E+04, 0.13826E+04, 0.15127E+04, 0.16525E+04, 0.18024E+04, 0.19630E+04, 0.21351E+04, 0.23191E+04, 0.25158E+04, 0.27260E+04, 0.29502E+04, 0.31892E+04, 0.34438E+04, 0.37148E+04, 0.40031E+04, 0.43094E+04, 0.46346E+04, 0.49797E+04, 0.53455E+04, 0.57331E+04, 0.61434E+04, 0.65775E+04, 0.70364E+04, 0.75212E+04, 0.80330E+04, 0.85730E+04, 0.91424E+04, 0.97423E+04, 0.10374E+05, 0.11039E+05, 0.11738E+05, 0.12474E+05, 0.13246E+05, 0.14057E+05, 0.14908E+05, 0.15801E+05, 0.16737E+05, 0.17717E+05, 0.18744E+05, 0.19819E+05, 0.20944E+05, 0.22120E+05, 0.23349E+05, 0.24634E+05, 0.25975E+05, 0.27376E+05, 0.28837E+05, 0.30361E+05, 0.31950E+05, 0.33605E+05, 0.35330E+05, 0.37126E+05, 0.38996E+05, 0.40942E+05, 0.42965E+05, 0.45069E+05, 0.47256E+05, 0.49528E+05, 0.51888E+05, 0.54338E+05, 0.56882E+05, 0.59521E+05, 0.62259E+05, 0.65097E+05, 0.68040E+05, 0.71090E+05, 0.74249E+05, 0.77522E+05, 0.80910E+05, 0.84417E+05, 0.88046E+05, 0.91801E+05, 0.95684E+05, 0.99699E+05, 0.10385E+06, 0.10814E+06, 0.11257E+06, 0.11715E+06, 0.12187E+06, 0.12675E+06, 0.13179E+06, 0.13699E+06, 0.14235E+06, 0.14788E+06, 0.15358E+06, 0.15946E+06, 0.16552E+06, 0.17176E+06, 0.17819E+06, 0.18482E+06, 0.19164E+06, 0.19867E+06, 0.20590E+06, 0.21335E+06, 0.22101E+06, 0.22889E+06, 0.23699E+06, 0.24533E+06, 0.25390E+06, 0.26271E+06, 0.27177E+06, 0.28108E+06, 0.29064E+06]) # --------------- CO2 838: M = 2, I = 0 ALIAS----------------- TIPS_GSI_HASH[(M,0)] = __FloatType__(2.) TIPS_ISO_HASH[(M,0)] = TIPS_ISO_HASH[(M,I)] # --------------- CO2 837: M = 2, I = 11 --------------------- M = 2 I = 11 TIPS_GSI_HASH[(M,I)] = __FloatType__(12.) TIPS_ISO_HASH[(M,I)] = float32([0.14071E+04, 0.19923E+04, 0.25789E+04, 0.31704E+04, 0.37733E+04, 0.43962E+04, 0.50477E+04, 0.57360E+04, 0.64687E+04, 0.72525E+04, 0.80938E+04, 0.89984E+04, 0.99723E+04, 0.11021E+05, 0.12150E+05, 0.13366E+05, 0.14673E+05, 0.16079E+05, 0.17589E+05, 0.19211E+05, 0.20949E+05, 0.22812E+05, 0.24807E+05, 0.26940E+05, 0.29221E+05, 0.31656E+05, 0.34254E+05, 0.37023E+05, 0.39972E+05, 0.43111E+05, 0.46449E+05, 0.49996E+05, 0.53762E+05, 0.57756E+05, 0.61991E+05, 0.66477E+05, 0.71226E+05, 0.76249E+05, 0.81558E+05, 0.87167E+05, 0.93088E+05, 0.99334E+05, 0.10592E+06, 0.11286E+06, 0.12016E+06, 0.12785E+06, 0.13594E+06, 0.14444E+06, 0.15337E+06, 0.16274E+06, 0.17258E+06, 0.18290E+06, 0.19371E+06, 0.20504E+06, 0.21691E+06, 0.22933E+06, 0.24233E+06, 0.25592E+06, 0.27012E+06, 0.28496E+06, 0.30046E+06, 0.31663E+06, 0.33351E+06, 0.35111E+06, 0.36946E+06, 0.38858E+06, 0.40850E+06, 0.42924E+06, 0.45083E+06, 0.47329E+06, 0.49666E+06, 0.52095E+06, 0.54620E+06, 0.57243E+06, 0.59967E+06, 0.62796E+06, 0.65732E+06, 0.68778E+06, 0.71938E+06, 0.75214E+06, 0.78611E+06, 0.82131E+06, 0.85777E+06, 0.89553E+06, 0.93463E+06, 0.97511E+06, 0.10170E+07, 0.10603E+07, 0.11051E+07, 0.11514E+07, 0.11993E+07, 0.12488E+07, 0.12999E+07, 0.13527E+07, 0.14073E+07, 0.14636E+07, 0.15217E+07, 0.15816E+07, 0.16435E+07, 0.17072E+07, 0.17730E+07, 0.18408E+07, 0.19107E+07, 0.19827E+07, 0.20569E+07, 0.21334E+07, 0.22121E+07, 0.22931E+07, 0.23765E+07, 0.24624E+07, 0.25507E+07, 0.26416E+07, 0.27351E+07, 0.28312E+07, 0.29301E+07, 0.30317E+07, 0.31361E+07, 0.32434E+07, 0.33537E+07]) # --------------- O3 666: M = 3, I = 1 --------------------- M = 3 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.30333E+03, 0.51126E+03, 0.75274E+03, 0.10241E+04, 0.13236E+04, 0.16508E+04, 0.20068E+04, 0.23935E+04, 0.28136E+04, 0.32703E+04, 0.37672E+04, 0.43082E+04, 0.48975E+04, 0.55395E+04, 0.62386E+04, 0.69996E+04, 0.78272E+04, 0.87264E+04, 0.97026E+04, 0.10761E+05, 0.11907E+05, 0.13146E+05, 0.14485E+05, 0.15929E+05, 0.17484E+05, 0.19158E+05, 0.20957E+05, 0.22887E+05, 0.24956E+05, 0.27172E+05, 0.29541E+05, 0.32072E+05, 0.34773E+05, 0.37652E+05, 0.40718E+05, 0.43979E+05, 0.47444E+05, 0.51123E+05, 0.55026E+05, 0.59161E+05, 0.63540E+05, 0.68172E+05, 0.73069E+05, 0.78240E+05, 0.83698E+05, 0.89453E+05, 0.95517E+05, 0.10190E+06, 0.10862E+06, 0.11569E+06, 0.12311E+06, 0.13091E+06, 0.13909E+06, 0.14767E+06, 0.15666E+06, 0.16608E+06, 0.17594E+06, 0.18626E+06, 0.19706E+06, 0.20834E+06, 0.22012E+06, 0.23242E+06, 0.24526E+06, 0.25866E+06, 0.27262E+06, 0.28717E+06, 0.30233E+06, 0.31811E+06, 0.33453E+06, 0.35161E+06, 0.36937E+06, 0.38784E+06, 0.40702E+06, 0.42694E+06, 0.44762E+06, 0.46909E+06, 0.49135E+06, 0.51444E+06, 0.53838E+06, 0.56318E+06, 0.58887E+06, 0.61548E+06, 0.64303E+06, 0.67153E+06, 0.70102E+06, 0.73153E+06, 0.76306E+06, 0.79566E+06, 0.82934E+06, 0.86413E+06, 0.90006E+06, 0.93716E+06, 0.97545E+06, 0.10150E+07, 0.10557E+07, 0.10977E+07, 0.11411E+07, 0.11858E+07, 0.12318E+07, 0.12792E+07, 0.13281E+07, 0.13784E+07, 0.14302E+07, 0.14835E+07, 0.15384E+07, 0.15948E+07, 0.16529E+07, 0.17126E+07, 0.17740E+07, 0.18371E+07, 0.19020E+07, 0.19686E+07, 0.20371E+07, 0.21074E+07, 0.21797E+07, 0.22538E+07, 0.23300E+07, 0.24081E+07, 0.24883E+07]) # --------------- O3 668: M = 3, I = 2 --------------------- M = 3 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.64763E+03, 0.10916E+04, 0.16073E+04, 0.21870E+04, 0.28271E+04, 0.35272E+04, 0.42900E+04, 0.51197E+04, 0.60225E+04, 0.70057E+04, 0.80771E+04, 0.92455E+04, 0.10520E+05, 0.11911E+05, 0.13427E+05, 0.15079E+05, 0.16878E+05, 0.18834E+05, 0.20960E+05, 0.23267E+05, 0.25767E+05, 0.28472E+05, 0.31397E+05, 0.34553E+05, 0.37957E+05, 0.41620E+05, 0.45559E+05, 0.49790E+05, 0.54327E+05, 0.59187E+05, 0.64387E+05, 0.69944E+05, 0.75877E+05, 0.82203E+05, 0.88943E+05, 0.96114E+05, 0.10374E+06, 0.11184E+06, 0.12043E+06, 0.12954E+06, 0.13918E+06, 0.14939E+06, 0.16018E+06, 0.17159E+06, 0.18362E+06, 0.19632E+06, 0.20970E+06, 0.22380E+06, 0.23863E+06, 0.25423E+06, 0.27063E+06, 0.28786E+06, 0.30594E+06, 0.32490E+06, 0.34478E+06, 0.36561E+06, 0.38743E+06, 0.41026E+06, 0.43413E+06, 0.45909E+06, 0.48517E+06, 0.51241E+06, 0.54084E+06, 0.57049E+06, 0.60141E+06, 0.63365E+06, 0.66722E+06, 0.70219E+06, 0.73858E+06, 0.77644E+06, 0.81581E+06, 0.85674E+06, 0.89927E+06, 0.94345E+06, 0.98932E+06, 0.10369E+07, 0.10863E+07, 0.11375E+07, 0.11906E+07, 0.12457E+07, 0.13027E+07, 0.13618E+07, 0.14229E+07, 0.14862E+07, 0.15517E+07, 0.16194E+07, 0.16894E+07, 0.17618E+07, 0.18366E+07, 0.19139E+07, 0.19937E+07, 0.20761E+07, 0.21612E+07, 0.22490E+07, 0.23395E+07, 0.24330E+07, 0.25293E+07, 0.26286E+07, 0.27309E+07, 0.28363E+07, 0.29449E+07, 0.30568E+07, 0.31720E+07, 0.32905E+07, 0.34125E+07, 0.35381E+07, 0.36672E+07, 0.38000E+07, 0.39366E+07, 0.40770E+07, 0.42213E+07, 0.43696E+07, 0.45220E+07, 0.46785E+07, 0.48392E+07, 0.50043E+07, 0.51737E+07, 0.53476E+07, 0.55261E+07]) # --------------- O3 686: M = 3, I = 3 --------------------- M = 3 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.31656E+03, 0.53355E+03, 0.78557E+03, 0.10688E+04, 0.13815E+04, 0.17235E+04, 0.20960E+04, 0.25011E+04, 0.29420E+04, 0.34223E+04, 0.39459E+04, 0.45172E+04, 0.51408E+04, 0.58213E+04, 0.65639E+04, 0.73735E+04, 0.82555E+04, 0.92152E+04, 0.10259E+05, 0.11391E+05, 0.12619E+05, 0.13949E+05, 0.15387E+05, 0.16940E+05, 0.18614E+05, 0.20417E+05, 0.22357E+05, 0.24440E+05, 0.26675E+05, 0.29070E+05, 0.31633E+05, 0.34374E+05, 0.37299E+05, 0.40420E+05, 0.43746E+05, 0.47285E+05, 0.51049E+05, 0.55047E+05, 0.59289E+05, 0.63788E+05, 0.68554E+05, 0.73598E+05, 0.78932E+05, 0.84568E+05, 0.90519E+05, 0.96796E+05, 0.10341E+06, 0.11039E+06, 0.11772E+06, 0.12544E+06, 0.13356E+06, 0.14208E+06, 0.15103E+06, 0.16041E+06, 0.17026E+06, 0.18057E+06, 0.19137E+06, 0.20268E+06, 0.21450E+06, 0.22687E+06, 0.23979E+06, 0.25328E+06, 0.26736E+06, 0.28206E+06, 0.29738E+06, 0.31336E+06, 0.33000E+06, 0.34733E+06, 0.36537E+06, 0.38414E+06, 0.40366E+06, 0.42396E+06, 0.44505E+06, 0.46696E+06, 0.48971E+06, 0.51332E+06, 0.53782E+06, 0.56323E+06, 0.58958E+06, 0.61689E+06, 0.64518E+06, 0.67448E+06, 0.70482E+06, 0.73623E+06, 0.76872E+06, 0.80234E+06, 0.83710E+06, 0.87303E+06, 0.91017E+06, 0.94853E+06, 0.98816E+06, 0.10291E+07, 0.10713E+07, 0.11149E+07, 0.11599E+07, 0.12063E+07, 0.12541E+07, 0.13034E+07, 0.13542E+07, 0.14066E+07, 0.14606E+07, 0.15161E+07, 0.15733E+07, 0.16322E+07, 0.16928E+07, 0.17552E+07, 0.18194E+07, 0.18854E+07, 0.19532E+07, 0.20230E+07, 0.20947E+07, 0.21684E+07, 0.22441E+07, 0.23219E+07, 0.24018E+07, 0.24838E+07, 0.25680E+07, 0.26545E+07, 0.27432E+07]) # --------------- O3 667: M = 3, I = 4 --------------------- M = 3 I = 4 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.37657E+04, 0.63472E+04, 0.93454E+04, 0.12715E+05, 0.16435E+05, 0.20502E+05, 0.24929E+05, 0.29742E+05, 0.34975E+05, 0.40668E+05, 0.46868E+05, 0.53624E+05, 0.60990E+05, 0.69018E+05, 0.77768E+05, 0.87296E+05, 0.97666E+05, 0.10894E+06, 0.12118E+06, 0.13446E+06, 0.14885E+06, 0.16441E+06, 0.18123E+06, 0.19938E+06, 0.21894E+06, 0.23998E+06, 0.26261E+06, 0.28690E+06, 0.31295E+06, 0.34084E+06, 0.37068E+06, 0.40256E+06, 0.43659E+06, 0.47287E+06, 0.51151E+06, 0.55262E+06, 0.59632E+06, 0.64272E+06, 0.69194E+06, 0.74412E+06, 0.79937E+06, 0.85783E+06, 0.91963E+06, 0.98492E+06, 0.10538E+07, 0.11265E+07, 0.12031E+07, 0.12837E+07, 0.13686E+07, 0.14579E+07, 0.15517E+07, 0.16502E+07, 0.17536E+07, 0.18621E+07, 0.19758E+07, 0.20949E+07, 0.22196E+07, 0.23501E+07, 0.24866E+07, 0.26292E+07, 0.27783E+07, 0.29339E+07, 0.30963E+07, 0.32658E+07, 0.34425E+07, 0.36266E+07, 0.38184E+07, 0.40181E+07, 0.42260E+07, 0.44422E+07, 0.46671E+07, 0.49008E+07, 0.51437E+07, 0.53959E+07, 0.56578E+07, 0.59296E+07, 0.62116E+07, 0.65040E+07, 0.68071E+07, 0.71213E+07, 0.74468E+07, 0.77838E+07, 0.81328E+07, 0.84939E+07, 0.88676E+07, 0.92541E+07, 0.96536E+07, 0.10067E+08, 0.10493E+08, 0.10934E+08, 0.11390E+08, 0.11860E+08, 0.12345E+08, 0.12846E+08, 0.13363E+08, 0.13895E+08, 0.14445E+08, 0.15011E+08, 0.15595E+08, 0.16196E+08, 0.16815E+08, 0.17453E+08, 0.18110E+08, 0.18786E+08, 0.19482E+08, 0.20198E+08, 0.20934E+08, 0.21691E+08, 0.22470E+08, 0.23270E+08, 0.24093E+08, 0.24939E+08, 0.25807E+08, 0.26699E+08, 0.27616E+08, 0.28556E+08, 0.29522E+08, 0.30514E+08, 0.31531E+08]) # --------------- O3 676: M = 3, I = 5 --------------------- M = 3 I = 5 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.18608E+04, 0.31363E+04, 0.46177E+04, 0.62826E+04, 0.81202E+04, 0.10129E+05, 0.12316E+05, 0.14693E+05, 0.17277E+05, 0.20089E+05, 0.23153E+05, 0.26492E+05, 0.30133E+05, 0.34103E+05, 0.38430E+05, 0.43145E+05, 0.48277E+05, 0.53858E+05, 0.59920E+05, 0.66497E+05, 0.73624E+05, 0.81336E+05, 0.89671E+05, 0.98668E+05, 0.10836E+06, 0.11880E+06, 0.13002E+06, 0.14207E+06, 0.15500E+06, 0.16884E+06, 0.18365E+06, 0.19947E+06, 0.21636E+06, 0.23438E+06, 0.25356E+06, 0.27398E+06, 0.29568E+06, 0.31873E+06, 0.34318E+06, 0.36911E+06, 0.39656E+06, 0.42561E+06, 0.45632E+06, 0.48877E+06, 0.52302E+06, 0.55914E+06, 0.59722E+06, 0.63732E+06, 0.67952E+06, 0.72390E+06, 0.77055E+06, 0.81954E+06, 0.87097E+06, 0.92491E+06, 0.98146E+06, 0.10407E+07, 0.11027E+07, 0.11677E+07, 0.12356E+07, 0.13066E+07, 0.13807E+07, 0.14582E+07, 0.15390E+07, 0.16233E+07, 0.17113E+07, 0.18029E+07, 0.18984E+07, 0.19978E+07, 0.21012E+07, 0.22089E+07, 0.23208E+07, 0.24372E+07, 0.25581E+07, 0.26837E+07, 0.28141E+07, 0.29494E+07, 0.30898E+07, 0.32354E+07, 0.33864E+07, 0.35428E+07, 0.37049E+07, 0.38728E+07, 0.40466E+07, 0.42264E+07, 0.44125E+07, 0.46050E+07, 0.48040E+07, 0.50098E+07, 0.52224E+07, 0.54420E+07, 0.56689E+07, 0.59031E+07, 0.61449E+07, 0.63943E+07, 0.66517E+07, 0.69172E+07, 0.71909E+07, 0.74731E+07, 0.77639E+07, 0.80635E+07, 0.83721E+07, 0.86900E+07, 0.90172E+07, 0.93541E+07, 0.97008E+07, 0.10058E+08, 0.10424E+08, 0.10802E+08, 0.11190E+08, 0.11589E+08, 0.11999E+08, 0.12420E+08, 0.12853E+08, 0.13298E+08, 0.13755E+08, 0.14223E+08, 0.14705E+08, 0.15199E+08, 0.15706E+08]) # --------------- O3 886: M = 3, I = 6 --------------------- M = 3 I = 6 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.67639E+03, 0.11401E+04, 0.16787E+04, 0.22843E+04, 0.29532E+04, 0.36856E+04, 0.44842E+04, 0.53545E+04, 0.63030E+04, 0.73381E+04, 0.84686E+04, 0.97040E+04, 0.11054E+05, 0.12530E+05, 0.14143E+05, 0.15903E+05, 0.17823E+05, 0.19915E+05, 0.22190E+05, 0.24663E+05, 0.27346E+05, 0.30254E+05, 0.33400E+05, 0.36800E+05, 0.40469E+05, 0.44423E+05, 0.48678E+05, 0.53251E+05, 0.58160E+05, 0.63423E+05, 0.69058E+05, 0.75085E+05, 0.81524E+05, 0.88395E+05, 0.95719E+05, 0.10352E+06, 0.11181E+06, 0.12063E+06, 0.12999E+06, 0.13991E+06, 0.15043E+06, 0.16157E+06, 0.17335E+06, 0.18580E+06, 0.19895E+06, 0.21283E+06, 0.22746E+06, 0.24288E+06, 0.25911E+06, 0.27619E+06, 0.29415E+06, 0.31301E+06, 0.33283E+06, 0.35362E+06, 0.37542E+06, 0.39827E+06, 0.42221E+06, 0.44726E+06, 0.47348E+06, 0.50089E+06, 0.52954E+06, 0.55947E+06, 0.59072E+06, 0.62332E+06, 0.65733E+06, 0.69279E+06, 0.72973E+06, 0.76821E+06, 0.80827E+06, 0.84996E+06, 0.89332E+06, 0.93840E+06, 0.98526E+06, 0.10339E+07, 0.10845E+07, 0.11370E+07, 0.11914E+07, 0.12479E+07, 0.13065E+07, 0.13672E+07, 0.14302E+07, 0.14953E+07, 0.15628E+07, 0.16327E+07, 0.17050E+07, 0.17798E+07, 0.18571E+07, 0.19371E+07, 0.20197E+07, 0.21051E+07, 0.21933E+07, 0.22844E+07, 0.23785E+07, 0.24755E+07, 0.25757E+07, 0.26790E+07, 0.27855E+07, 0.28954E+07, 0.30086E+07, 0.31253E+07, 0.32455E+07, 0.33693E+07, 0.34967E+07, 0.36280E+07, 0.37631E+07, 0.39021E+07, 0.40451E+07, 0.41922E+07, 0.43435E+07, 0.44990E+07, 0.46589E+07, 0.48232E+07, 0.49920E+07, 0.51654E+07, 0.53436E+07, 0.55265E+07, 0.57143E+07, 0.59071E+07, 0.61050E+07]) # --------------- O3 868: M = 3, I = 7 --------------------- M = 3 I = 7 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.34615E+03, 0.58348E+03, 0.85915E+03, 0.11692E+04, 0.15117E+04, 0.18868E+04, 0.22960E+04, 0.27419E+04, 0.32278E+04, 0.37579E+04, 0.43366E+04, 0.49686E+04, 0.56591E+04, 0.64134E+04, 0.72369E+04, 0.81354E+04, 0.91148E+04, 0.10181E+05, 0.11341E+05, 0.12600E+05, 0.13966E+05, 0.15446E+05, 0.17046E+05, 0.18775E+05, 0.20640E+05, 0.22649E+05, 0.24810E+05, 0.27132E+05, 0.29624E+05, 0.32295E+05, 0.35154E+05, 0.38211E+05, 0.41475E+05, 0.44958E+05, 0.48670E+05, 0.52621E+05, 0.56823E+05, 0.61288E+05, 0.66026E+05, 0.71052E+05, 0.76376E+05, 0.82011E+05, 0.87972E+05, 0.94271E+05, 0.10092E+06, 0.10794E+06, 0.11534E+06, 0.12313E+06, 0.13134E+06, 0.13997E+06, 0.14905E+06, 0.15858E+06, 0.16859E+06, 0.17909E+06, 0.19010E+06, 0.20164E+06, 0.21373E+06, 0.22638E+06, 0.23962E+06, 0.25346E+06, 0.26792E+06, 0.28302E+06, 0.29879E+06, 0.31524E+06, 0.33240E+06, 0.35029E+06, 0.36892E+06, 0.38833E+06, 0.40853E+06, 0.42956E+06, 0.45142E+06, 0.47416E+06, 0.49778E+06, 0.52233E+06, 0.54781E+06, 0.57427E+06, 0.60172E+06, 0.63019E+06, 0.65971E+06, 0.69031E+06, 0.72201E+06, 0.75485E+06, 0.78886E+06, 0.82405E+06, 0.86048E+06, 0.89815E+06, 0.93711E+06, 0.97739E+06, 0.10190E+07, 0.10620E+07, 0.11065E+07, 0.11523E+07, 0.11997E+07, 0.12485E+07, 0.12990E+07, 0.13510E+07, 0.14046E+07, 0.14599E+07, 0.15169E+07, 0.15756E+07, 0.16361E+07, 0.16984E+07, 0.17626E+07, 0.18287E+07, 0.18966E+07, 0.19666E+07, 0.20386E+07, 0.21126E+07, 0.21887E+07, 0.22669E+07, 0.23474E+07, 0.24300E+07, 0.25150E+07, 0.26022E+07, 0.26919E+07, 0.27839E+07, 0.28784E+07, 0.29753E+07, 0.30749E+07]) # --------------- O3 678: M = 3, I = 8 --------------------- M = 3 I = 8 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.39745E+04, 0.66993E+04, 0.98642E+04, 0.13422E+05, 0.17352E+05, 0.21652E+05, 0.26339E+05, 0.31442E+05, 0.37000E+05, 0.43058E+05, 0.49669E+05, 0.56885E+05, 0.64766E+05, 0.73372E+05, 0.82765E+05, 0.93011E+05, 0.10418E+06, 0.11633E+06, 0.12955E+06, 0.14390E+06, 0.15946E+06, 0.17632E+06, 0.19455E+06, 0.21424E+06, 0.23547E+06, 0.25835E+06, 0.28296E+06, 0.30939E+06, 0.33776E+06, 0.36816E+06, 0.40070E+06, 0.43549E+06, 0.47264E+06, 0.51228E+06, 0.55451E+06, 0.59947E+06, 0.64728E+06, 0.69807E+06, 0.75198E+06, 0.80915E+06, 0.86971E+06, 0.93381E+06, 0.10016E+07, 0.10733E+07, 0.11489E+07, 0.12287E+07, 0.13128E+07, 0.14015E+07, 0.14948E+07, 0.15930E+07, 0.16961E+07, 0.18045E+07, 0.19183E+07, 0.20378E+07, 0.21629E+07, 0.22942E+07, 0.24316E+07, 0.25754E+07, 0.27258E+07, 0.28831E+07, 0.30475E+07, 0.32192E+07, 0.33984E+07, 0.35855E+07, 0.37805E+07, 0.39838E+07, 0.41956E+07, 0.44162E+07, 0.46458E+07, 0.48847E+07, 0.51332E+07, 0.53916E+07, 0.56601E+07, 0.59390E+07, 0.62286E+07, 0.65292E+07, 0.68412E+07, 0.71647E+07, 0.75002E+07, 0.78479E+07, 0.82081E+07, 0.85813E+07, 0.89676E+07, 0.93676E+07, 0.97814E+07, 0.10209E+08, 0.10652E+08, 0.11110E+08, 0.11583E+08, 0.12071E+08, 0.12576E+08, 0.13097E+08, 0.13635E+08, 0.14190E+08, 0.14763E+08, 0.15354E+08, 0.15963E+08, 0.16592E+08, 0.17239E+08, 0.17906E+08, 0.18593E+08, 0.19301E+08, 0.20030E+08, 0.20780E+08, 0.21553E+08, 0.22347E+08, 0.23165E+08, 0.24006E+08, 0.24870E+08, 0.25759E+08, 0.26673E+08, 0.27612E+08, 0.28577E+08, 0.29568E+08, 0.30585E+08, 0.31631E+08, 0.32704E+08, 0.33805E+08, 0.34936E+08]) # --------------- O3 768: M = 3, I = 9 --------------------- M = 3 I = 9 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.40228E+04, 0.67808E+04, 0.99842E+04, 0.13586E+05, 0.17564E+05, 0.21919E+05, 0.26665E+05, 0.31833E+05, 0.37461E+05, 0.43596E+05, 0.50286E+05, 0.57589E+05, 0.65562E+05, 0.74264E+05, 0.83761E+05, 0.94115E+05, 0.10540E+06, 0.11767E+06, 0.13102E+06, 0.14550E+06, 0.16121E+06, 0.17822E+06, 0.19661E+06, 0.21646E+06, 0.23788E+06, 0.26094E+06, 0.28574E+06, 0.31239E+06, 0.34097E+06, 0.37160E+06, 0.40437E+06, 0.43941E+06, 0.47683E+06, 0.51673E+06, 0.55925E+06, 0.60451E+06, 0.65262E+06, 0.70374E+06, 0.75799E+06, 0.81550E+06, 0.87643E+06, 0.94092E+06, 0.10091E+07, 0.10812E+07, 0.11572E+07, 0.12375E+07, 0.13221E+07, 0.14112E+07, 0.15050E+07, 0.16037E+07, 0.17074E+07, 0.18164E+07, 0.19307E+07, 0.20507E+07, 0.21765E+07, 0.23084E+07, 0.24464E+07, 0.25909E+07, 0.27421E+07, 0.29001E+07, 0.30652E+07, 0.32377E+07, 0.34177E+07, 0.36055E+07, 0.38014E+07, 0.40055E+07, 0.42182E+07, 0.44397E+07, 0.46703E+07, 0.49102E+07, 0.51597E+07, 0.54191E+07, 0.56886E+07, 0.59686E+07, 0.62593E+07, 0.65611E+07, 0.68742E+07, 0.71989E+07, 0.75356E+07, 0.78846E+07, 0.82461E+07, 0.86206E+07, 0.90083E+07, 0.94097E+07, 0.98249E+07, 0.10254E+08, 0.10699E+08, 0.11158E+08, 0.11632E+08, 0.12123E+08, 0.12629E+08, 0.13152E+08, 0.13691E+08, 0.14248E+08, 0.14823E+08, 0.15416E+08, 0.16027E+08, 0.16657E+08, 0.17307E+08, 0.17976E+08, 0.18665E+08, 0.19375E+08, 0.20106E+08, 0.20858E+08, 0.21633E+08, 0.22430E+08, 0.23250E+08, 0.24093E+08, 0.24960E+08, 0.25851E+08, 0.26767E+08, 0.27709E+08, 0.28676E+08, 0.29670E+08, 0.30691E+08, 0.31739E+08, 0.32815E+08, 0.33919E+08, 0.35053E+08]) # --------------- O3 786: M = 3, I = 10 --------------------- M = 3 I = 10 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.39315E+04, 0.66267E+04, 0.97569E+04, 0.13276E+05, 0.17162E+05, 0.21414E+05, 0.26048E+05, 0.31094E+05, 0.36590E+05, 0.42581E+05, 0.49120E+05, 0.56260E+05, 0.64061E+05, 0.72580E+05, 0.81882E+05, 0.92031E+05, 0.10309E+06, 0.11514E+06, 0.12824E+06, 0.14247E+06, 0.15791E+06, 0.17463E+06, 0.19272E+06, 0.21226E+06, 0.23333E+06, 0.25604E+06, 0.28047E+06, 0.30673E+06, 0.33490E+06, 0.36510E+06, 0.39743E+06, 0.43200E+06, 0.46892E+06, 0.50831E+06, 0.55029E+06, 0.59498E+06, 0.64251E+06, 0.69301E+06, 0.74662E+06, 0.80347E+06, 0.86370E+06, 0.92747E+06, 0.99491E+06, 0.10662E+07, 0.11414E+07, 0.12208E+07, 0.13046E+07, 0.13928E+07, 0.14856E+07, 0.15833E+07, 0.16860E+07, 0.17939E+07, 0.19072E+07, 0.20261E+07, 0.21508E+07, 0.22814E+07, 0.24182E+07, 0.25614E+07, 0.27112E+07, 0.28679E+07, 0.30316E+07, 0.32026E+07, 0.33811E+07, 0.35674E+07, 0.37617E+07, 0.39642E+07, 0.41752E+07, 0.43950E+07, 0.46237E+07, 0.48618E+07, 0.51094E+07, 0.53668E+07, 0.56343E+07, 0.59123E+07, 0.62009E+07, 0.65005E+07, 0.68113E+07, 0.71338E+07, 0.74681E+07, 0.78147E+07, 0.81737E+07, 0.85457E+07, 0.89308E+07, 0.93295E+07, 0.97420E+07, 0.10169E+08, 0.10610E+08, 0.11066E+08, 0.11538E+08, 0.12025E+08, 0.12528E+08, 0.13048E+08, 0.13584E+08, 0.14138E+08, 0.14709E+08, 0.15298E+08, 0.15906E+08, 0.16532E+08, 0.17178E+08, 0.17843E+08, 0.18528E+08, 0.19234E+08, 0.19961E+08, 0.20710E+08, 0.21480E+08, 0.22272E+08, 0.23088E+08, 0.23926E+08, 0.24789E+08, 0.25675E+08, 0.26587E+08, 0.27523E+08, 0.28485E+08, 0.29474E+08, 0.30489E+08, 0.31532E+08, 0.32603E+08, 0.33701E+08, 0.34829E+08]) # --------------- O3 776: M = 3, I = 11 --------------------- M = 3 I = 11 TIPS_GSI_HASH[(M,I)] = __FloatType__(36.) TIPS_ISO_HASH[(M,I)] = float32([0.23106E+05, 0.38945E+05, 0.57342E+05, 0.78021E+05, 0.10085E+06, 0.12582E+06, 0.15302E+06, 0.18262E+06, 0.21482E+06, 0.24989E+06, 0.28812E+06, 0.32983E+06, 0.37535E+06, 0.42501E+06, 0.47919E+06, 0.53825E+06, 0.60258E+06, 0.67256E+06, 0.74862E+06, 0.83118E+06, 0.92069E+06, 0.10176E+07, 0.11223E+07, 0.12354E+07, 0.13574E+07, 0.14887E+07, 0.16299E+07, 0.17816E+07, 0.19443E+07, 0.21187E+07, 0.23052E+07, 0.25047E+07, 0.27176E+07, 0.29447E+07, 0.31866E+07, 0.34441E+07, 0.37179E+07, 0.40087E+07, 0.43173E+07, 0.46444E+07, 0.49910E+07, 0.53578E+07, 0.57456E+07, 0.61554E+07, 0.65880E+07, 0.70444E+07, 0.75255E+07, 0.80322E+07, 0.85656E+07, 0.91266E+07, 0.97163E+07, 0.10336E+08, 0.10986E+08, 0.11668E+08, 0.12383E+08, 0.13133E+08, 0.13918E+08, 0.14739E+08, 0.15598E+08, 0.16496E+08, 0.17435E+08, 0.18415E+08, 0.19438E+08, 0.20505E+08, 0.21619E+08, 0.22779E+08, 0.23987E+08, 0.25246E+08, 0.26556E+08, 0.27920E+08, 0.29337E+08, 0.30811E+08, 0.32343E+08, 0.33934E+08, 0.35585E+08, 0.37300E+08, 0.39079E+08, 0.40924E+08, 0.42837E+08, 0.44819E+08, 0.46873E+08, 0.49001E+08, 0.51203E+08, 0.53483E+08, 0.55842E+08, 0.58282E+08, 0.60805E+08, 0.63414E+08, 0.66109E+08, 0.68894E+08, 0.71770E+08, 0.74740E+08, 0.77806E+08, 0.80970E+08, 0.84234E+08, 0.87600E+08, 0.91072E+08, 0.94651E+08, 0.98339E+08, 0.10214E+09, 0.10605E+09, 0.11009E+09, 0.11424E+09, 0.11851E+09, 0.12291E+09, 0.12744E+09, 0.13209E+09, 0.13688E+09, 0.14180E+09, 0.14687E+09, 0.15207E+09, 0.15742E+09, 0.16291E+09, 0.16855E+09, 0.17435E+09, 0.18030E+09, 0.18641E+09, 0.19268E+09, 0.19912E+09]) # --------------- O3 767: M = 3, I = 12 --------------------- M = 3 I = 12 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.11692E+05, 0.19707E+05, 0.29017E+05, 0.39482E+05, 0.51038E+05, 0.63680E+05, 0.77450E+05, 0.92432E+05, 0.10873E+06, 0.12649E+06, 0.14584E+06, 0.16694E+06, 0.18996E+06, 0.21507E+06, 0.24245E+06, 0.27229E+06, 0.30478E+06, 0.34013E+06, 0.37853E+06, 0.42020E+06, 0.46536E+06, 0.51424E+06, 0.56708E+06, 0.62411E+06, 0.68559E+06, 0.75178E+06, 0.82296E+06, 0.89939E+06, 0.98137E+06, 0.10692E+07, 0.11631E+07, 0.12636E+07, 0.13708E+07, 0.14851E+07, 0.16069E+07, 0.17365E+07, 0.18742E+07, 0.20206E+07, 0.21758E+07, 0.23404E+07, 0.25148E+07, 0.26992E+07, 0.28943E+07, 0.31004E+07, 0.33179E+07, 0.35474E+07, 0.37892E+07, 0.40440E+07, 0.43121E+07, 0.45940E+07, 0.48904E+07, 0.52017E+07, 0.55285E+07, 0.58713E+07, 0.62306E+07, 0.66071E+07, 0.70014E+07, 0.74140E+07, 0.78456E+07, 0.82967E+07, 0.87681E+07, 0.92604E+07, 0.97742E+07, 0.10310E+08, 0.10869E+08, 0.11452E+08, 0.12059E+08, 0.12691E+08, 0.13348E+08, 0.14033E+08, 0.14745E+08, 0.15484E+08, 0.16253E+08, 0.17052E+08, 0.17881E+08, 0.18741E+08, 0.19634E+08, 0.20560E+08, 0.21520E+08, 0.22515E+08, 0.23546E+08, 0.24613E+08, 0.25718E+08, 0.26862E+08, 0.28046E+08, 0.29270E+08, 0.30536E+08, 0.31845E+08, 0.33197E+08, 0.34594E+08, 0.36037E+08, 0.37527E+08, 0.39065E+08, 0.40652E+08, 0.42289E+08, 0.43977E+08, 0.45719E+08, 0.47514E+08, 0.49363E+08, 0.51270E+08, 0.53233E+08, 0.55255E+08, 0.57337E+08, 0.59480E+08, 0.61686E+08, 0.63956E+08, 0.66290E+08, 0.68691E+08, 0.71160E+08, 0.73699E+08, 0.76307E+08, 0.78988E+08, 0.81743E+08, 0.84572E+08, 0.87478E+08, 0.90462E+08, 0.93525E+08, 0.96669E+08, 0.99896E+08]) # --------------- O3 888: M = 3, I = 13 --------------------- M = 3 I = 13 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.36175E+03, 0.60978E+03, 0.89790E+03, 0.12219E+04, 0.15802E+04, 0.19728E+04, 0.24016E+04, 0.28696E+04, 0.33807E+04, 0.39394E+04, 0.45506E+04, 0.52196E+04, 0.59521E+04, 0.67538E+04, 0.76308E+04, 0.85894E+04, 0.96361E+04, 0.10777E+05, 0.12021E+05, 0.13373E+05, 0.14841E+05, 0.16434E+05, 0.18158E+05, 0.20023E+05, 0.22037E+05, 0.24208E+05, 0.26547E+05, 0.29061E+05, 0.31762E+05, 0.34659E+05, 0.37762E+05, 0.41083E+05, 0.44632E+05, 0.48421E+05, 0.52462E+05, 0.56766E+05, 0.61346E+05, 0.66215E+05, 0.71386E+05, 0.76873E+05, 0.82688E+05, 0.88848E+05, 0.95365E+05, 0.10226E+06, 0.10954E+06, 0.11722E+06, 0.12532E+06, 0.13387E+06, 0.14286E+06, 0.15233E+06, 0.16229E+06, 0.17275E+06, 0.18374E+06, 0.19528E+06, 0.20737E+06, 0.22006E+06, 0.23335E+06, 0.24726E+06, 0.26182E+06, 0.27705E+06, 0.29297E+06, 0.30960E+06, 0.32696E+06, 0.34509E+06, 0.36399E+06, 0.38371E+06, 0.40425E+06, 0.42566E+06, 0.44794E+06, 0.47114E+06, 0.49527E+06, 0.52036E+06, 0.54644E+06, 0.57354E+06, 0.60169E+06, 0.63091E+06, 0.66124E+06, 0.69270E+06, 0.72533E+06, 0.75916E+06, 0.79421E+06, 0.83053E+06, 0.86814E+06, 0.90708E+06, 0.94737E+06, 0.98907E+06, 0.10322E+07, 0.10768E+07, 0.11229E+07, 0.11705E+07, 0.12197E+07, 0.12705E+07, 0.13230E+07, 0.13771E+07, 0.14330E+07, 0.14906E+07, 0.15501E+07, 0.16114E+07, 0.16745E+07, 0.17397E+07, 0.18067E+07, 0.18759E+07, 0.19470E+07, 0.20203E+07, 0.20957E+07, 0.21733E+07, 0.22532E+07, 0.23353E+07, 0.24198E+07, 0.25067E+07, 0.25960E+07, 0.26878E+07, 0.27821E+07, 0.28790E+07, 0.29785E+07, 0.30807E+07, 0.31857E+07, 0.32934E+07, 0.34040E+07]) # --------------- O3 887: M = 3, I = 14 --------------------- M = 3 I = 14 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.42000E+04, 0.70796E+04, 0.10424E+05, 0.14186E+05, 0.18342E+05, 0.22896E+05, 0.27866E+05, 0.33285E+05, 0.39199E+05, 0.45659E+05, 0.52720E+05, 0.60444E+05, 0.68895E+05, 0.78139E+05, 0.88246E+05, 0.99288E+05, 0.11134E+06, 0.12447E+06, 0.13877E+06, 0.15431E+06, 0.17119E+06, 0.18949E+06, 0.20930E+06, 0.23071E+06, 0.25383E+06, 0.27875E+06, 0.30558E+06, 0.33442E+06, 0.36539E+06, 0.39861E+06, 0.43418E+06, 0.47224E+06, 0.51291E+06, 0.55632E+06, 0.60260E+06, 0.65189E+06, 0.70434E+06, 0.76008E+06, 0.81927E+06, 0.88206E+06, 0.94862E+06, 0.10191E+07, 0.10937E+07, 0.11725E+07, 0.12558E+07, 0.13436E+07, 0.14363E+07, 0.15340E+07, 0.16368E+07, 0.17450E+07, 0.18588E+07, 0.19784E+07, 0.21040E+07, 0.22358E+07, 0.23741E+07, 0.25190E+07, 0.26708E+07, 0.28297E+07, 0.29961E+07, 0.31700E+07, 0.33518E+07, 0.35417E+07, 0.37400E+07, 0.39469E+07, 0.41628E+07, 0.43878E+07, 0.46224E+07, 0.48667E+07, 0.51210E+07, 0.53858E+07, 0.56611E+07, 0.59475E+07, 0.62451E+07, 0.65544E+07, 0.68755E+07, 0.72089E+07, 0.75550E+07, 0.79139E+07, 0.82861E+07, 0.86720E+07, 0.90719E+07, 0.94861E+07, 0.99151E+07, 0.10359E+08, 0.10819E+08, 0.11294E+08, 0.11786E+08, 0.12294E+08, 0.12820E+08, 0.13363E+08, 0.13924E+08, 0.14503E+08, 0.15101E+08, 0.15719E+08, 0.16356E+08, 0.17013E+08, 0.17690E+08, 0.18389E+08, 0.19109E+08, 0.19851E+08, 0.20616E+08, 0.21404E+08, 0.22215E+08, 0.23050E+08, 0.23910E+08, 0.24794E+08, 0.25704E+08, 0.26640E+08, 0.27603E+08, 0.28593E+08, 0.29610E+08, 0.30656E+08, 0.31731E+08, 0.32835E+08, 0.33969E+08, 0.35133E+08, 0.36329E+08, 0.37556E+08, 0.38816E+08]) # --------------- O3 878: M = 3, I = 15 --------------------- M = 3 I = 15 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.21250E+04, 0.35820E+04, 0.52744E+04, 0.71778E+04, 0.92814E+04, 0.11586E+05, 0.14102E+05, 0.16845E+05, 0.19839E+05, 0.23108E+05, 0.26680E+05, 0.30588E+05, 0.34861E+05, 0.39534E+05, 0.44642E+05, 0.50219E+05, 0.56305E+05, 0.62937E+05, 0.70155E+05, 0.78001E+05, 0.86516E+05, 0.95747E+05, 0.10574E+06, 0.11653E+06, 0.12819E+06, 0.14075E+06, 0.15427E+06, 0.16881E+06, 0.18441E+06, 0.20114E+06, 0.21906E+06, 0.23823E+06, 0.25871E+06, 0.28056E+06, 0.30386E+06, 0.32867E+06, 0.35507E+06, 0.38312E+06, 0.41291E+06, 0.44450E+06, 0.47799E+06, 0.51344E+06, 0.55095E+06, 0.59060E+06, 0.63248E+06, 0.67667E+06, 0.72327E+06, 0.77238E+06, 0.82409E+06, 0.87850E+06, 0.93571E+06, 0.99583E+06, 0.10590E+07, 0.11252E+07, 0.11947E+07, 0.12675E+07, 0.13438E+07, 0.14237E+07, 0.15072E+07, 0.15946E+07, 0.16859E+07, 0.17814E+07, 0.18810E+07, 0.19849E+07, 0.20934E+07, 0.22064E+07, 0.23242E+07, 0.24469E+07, 0.25747E+07, 0.27076E+07, 0.28459E+07, 0.29897E+07, 0.31391E+07, 0.32944E+07, 0.34557E+07, 0.36231E+07, 0.37968E+07, 0.39770E+07, 0.41639E+07, 0.43576E+07, 0.45583E+07, 0.47663E+07, 0.49816E+07, 0.52045E+07, 0.54352E+07, 0.56739E+07, 0.59207E+07, 0.61759E+07, 0.64396E+07, 0.67121E+07, 0.69936E+07, 0.72844E+07, 0.75845E+07, 0.78943E+07, 0.82139E+07, 0.85436E+07, 0.88837E+07, 0.92342E+07, 0.95956E+07, 0.99680E+07, 0.10352E+08, 0.10747E+08, 0.11154E+08, 0.11573E+08, 0.12004E+08, 0.12448E+08, 0.12904E+08, 0.13374E+08, 0.13857E+08, 0.14353E+08, 0.14864E+08, 0.15388E+08, 0.15927E+08, 0.16481E+08, 0.17050E+08, 0.17634E+08, 0.18234E+08, 0.18849E+08, 0.19481E+08]) # --------------- O3 778: M = 3, I = 16 --------------------- M = 3 I = 16 TIPS_GSI_HASH[(M,I)] = __FloatType__(36.) TIPS_ISO_HASH[(M,I)] = float32([0.24692E+05, 0.41621E+05, 0.61284E+05, 0.83394E+05, 0.10782E+06, 0.13457E+06, 0.16375E+06, 0.19554E+06, 0.23020E+06, 0.26801E+06, 0.30930E+06, 0.35443E+06, 0.40375E+06, 0.45763E+06, 0.51650E+06, 0.58075E+06, 0.65080E+06, 0.72711E+06, 0.81012E+06, 0.90030E+06, 0.99815E+06, 0.11042E+07, 0.12189E+07, 0.13428E+07, 0.14765E+07, 0.16206E+07, 0.17757E+07, 0.19423E+07, 0.21212E+07, 0.23129E+07, 0.25181E+07, 0.27377E+07, 0.29721E+07, 0.32223E+07, 0.34890E+07, 0.37729E+07, 0.40750E+07, 0.43959E+07, 0.47365E+07, 0.50978E+07, 0.54807E+07, 0.58860E+07, 0.63147E+07, 0.67678E+07, 0.72463E+07, 0.77512E+07, 0.82836E+07, 0.88445E+07, 0.94351E+07, 0.10056E+08, 0.10710E+08, 0.11396E+08, 0.12117E+08, 0.12873E+08, 0.13666E+08, 0.14497E+08, 0.15367E+08, 0.16279E+08, 0.17232E+08, 0.18229E+08, 0.19271E+08, 0.20359E+08, 0.21495E+08, 0.22681E+08, 0.23917E+08, 0.25206E+08, 0.26549E+08, 0.27948E+08, 0.29404E+08, 0.30920E+08, 0.32496E+08, 0.34135E+08, 0.35838E+08, 0.37608E+08, 0.39445E+08, 0.41353E+08, 0.43332E+08, 0.45385E+08, 0.47514E+08, 0.49721E+08, 0.52007E+08, 0.54376E+08, 0.56829E+08, 0.59367E+08, 0.61995E+08, 0.64712E+08, 0.67523E+08, 0.70429E+08, 0.73432E+08, 0.76535E+08, 0.79740E+08, 0.83050E+08, 0.86467E+08, 0.89993E+08, 0.93632E+08, 0.97385E+08, 0.10126E+09, 0.10525E+09, 0.10936E+09, 0.11360E+09, 0.11796E+09, 0.12246E+09, 0.12709E+09, 0.13186E+09, 0.13677E+09, 0.14182E+09, 0.14701E+09, 0.15236E+09, 0.15785E+09, 0.16350E+09, 0.16931E+09, 0.17528E+09, 0.18141E+09, 0.18771E+09, 0.19418E+09, 0.20082E+09, 0.20764E+09, 0.21465E+09, 0.22183E+09]) # --------------- O3 787: M = 3, I = 17 --------------------- M = 3 I = 17 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.12211E+05, 0.20582E+05, 0.30305E+05, 0.41237E+05, 0.53314E+05, 0.66536E+05, 0.80957E+05, 0.96672E+05, 0.11380E+06, 0.13250E+06, 0.15292E+06, 0.17524E+06, 0.19965E+06, 0.22632E+06, 0.25546E+06, 0.28728E+06, 0.32199E+06, 0.35980E+06, 0.40094E+06, 0.44565E+06, 0.49417E+06, 0.54676E+06, 0.60366E+06, 0.66516E+06, 0.73152E+06, 0.80305E+06, 0.88002E+06, 0.96276E+06, 0.10516E+07, 0.11468E+07, 0.12488E+07, 0.13578E+07, 0.14743E+07, 0.15987E+07, 0.17312E+07, 0.18723E+07, 0.20225E+07, 0.21820E+07, 0.23514E+07, 0.25310E+07, 0.27214E+07, 0.29230E+07, 0.31362E+07, 0.33616E+07, 0.35997E+07, 0.38509E+07, 0.41158E+07, 0.43949E+07, 0.46887E+07, 0.49980E+07, 0.53231E+07, 0.56647E+07, 0.60234E+07, 0.63998E+07, 0.67946E+07, 0.72084E+07, 0.76418E+07, 0.80955E+07, 0.85702E+07, 0.90666E+07, 0.95854E+07, 0.10127E+08, 0.10693E+08, 0.11284E+08, 0.11900E+08, 0.12542E+08, 0.13211E+08, 0.13907E+08, 0.14633E+08, 0.15388E+08, 0.16173E+08, 0.16990E+08, 0.17838E+08, 0.18720E+08, 0.19636E+08, 0.20586E+08, 0.21573E+08, 0.22596E+08, 0.23657E+08, 0.24757E+08, 0.25896E+08, 0.27077E+08, 0.28299E+08, 0.29565E+08, 0.30874E+08, 0.32229E+08, 0.33630E+08, 0.35079E+08, 0.36576E+08, 0.38123E+08, 0.39721E+08, 0.41371E+08, 0.43075E+08, 0.44833E+08, 0.46647E+08, 0.48518E+08, 0.50448E+08, 0.52438E+08, 0.54489E+08, 0.56603E+08, 0.58780E+08, 0.61023E+08, 0.63332E+08, 0.65710E+08, 0.68157E+08, 0.70676E+08, 0.73266E+08, 0.75931E+08, 0.78672E+08, 0.81490E+08, 0.84386E+08, 0.87363E+08, 0.90422E+08, 0.93564E+08, 0.96791E+08, 0.10011E+09, 0.10351E+09, 0.10700E+09, 0.11059E+09]) # --------------- O3 777: M = 3, I = 18 --------------------- M = 3 I = 18 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.71750E+05, 0.12094E+06, 0.17807E+06, 0.24230E+06, 0.31324E+06, 0.39088E+06, 0.47550E+06, 0.56764E+06, 0.66800E+06, 0.77740E+06, 0.89677E+06, 0.10271E+07, 0.11694E+07, 0.13249E+07, 0.14945E+07, 0.16796E+07, 0.18813E+07, 0.21009E+07, 0.23396E+07, 0.25989E+07, 0.28801E+07, 0.31847E+07, 0.35140E+07, 0.38698E+07, 0.42535E+07, 0.46669E+07, 0.51115E+07, 0.55893E+07, 0.61019E+07, 0.66513E+07, 0.72393E+07, 0.78680E+07, 0.85395E+07, 0.92558E+07, 0.10019E+08, 0.10832E+08, 0.11696E+08, 0.12614E+08, 0.13588E+08, 0.14621E+08, 0.15716E+08, 0.16875E+08, 0.18100E+08, 0.19395E+08, 0.20762E+08, 0.22205E+08, 0.23726E+08, 0.25328E+08, 0.27015E+08, 0.28789E+08, 0.30654E+08, 0.32614E+08, 0.34671E+08, 0.36830E+08, 0.39093E+08, 0.41465E+08, 0.43949E+08, 0.46549E+08, 0.49269E+08, 0.52112E+08, 0.55084E+08, 0.58188E+08, 0.61428E+08, 0.64809E+08, 0.68335E+08, 0.72010E+08, 0.75840E+08, 0.79828E+08, 0.83979E+08, 0.88299E+08, 0.92792E+08, 0.97463E+08, 0.10232E+09, 0.10736E+09, 0.11260E+09, 0.11803E+09, 0.12367E+09, 0.12952E+09, 0.13559E+09, 0.14187E+09, 0.14839E+09, 0.15513E+09, 0.16212E+09, 0.16935E+09, 0.17683E+09, 0.18457E+09, 0.19257E+09, 0.20085E+09, 0.20940E+09, 0.21824E+09, 0.22736E+09, 0.23678E+09, 0.24651E+09, 0.25655E+09, 0.26691E+09, 0.27759E+09, 0.28861E+09, 0.29997E+09, 0.31167E+09, 0.32374E+09, 0.33616E+09, 0.34896E+09, 0.36214E+09, 0.37571E+09, 0.38967E+09, 0.40404E+09, 0.41882E+09, 0.43403E+09, 0.44966E+09, 0.46573E+09, 0.48226E+09, 0.49923E+09, 0.51668E+09, 0.53460E+09, 0.55301E+09, 0.57191E+09, 0.59131E+09, 0.61123E+09, 0.63167E+09]) # --------------- N2O 446: M = 4, I = 1 --------------------- M = 4 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(9.) TIPS_ISO_HASH[(M,I)] = float32([0.89943E+03, 0.12734E+04, 0.16489E+04, 0.20293E+04, 0.24205E+04, 0.28289E+04, 0.32609E+04, 0.37222E+04, 0.42180E+04, 0.47529E+04, 0.53312E+04, 0.59572E+04, 0.66348E+04, 0.73683E+04, 0.81616E+04, 0.90190E+04, 0.99450E+04, 0.10944E+05, 0.12021E+05, 0.13180E+05, 0.14426E+05, 0.15766E+05, 0.17203E+05, 0.18745E+05, 0.20396E+05, 0.22162E+05, 0.24051E+05, 0.26069E+05, 0.28222E+05, 0.30517E+05, 0.32962E+05, 0.35564E+05, 0.38331E+05, 0.41271E+05, 0.44393E+05, 0.47704E+05, 0.51214E+05, 0.54932E+05, 0.58868E+05, 0.63030E+05, 0.67429E+05, 0.72075E+05, 0.76979E+05, 0.82151E+05, 0.87604E+05, 0.93348E+05, 0.99395E+05, 0.10576E+06, 0.11245E+06, 0.11948E+06, 0.12686E+06, 0.13461E+06, 0.14275E+06, 0.15128E+06, 0.16021E+06, 0.16958E+06, 0.17938E+06, 0.18964E+06, 0.20037E+06, 0.21159E+06, 0.22331E+06, 0.23556E+06, 0.24834E+06, 0.26169E+06, 0.27561E+06, 0.29012E+06, 0.30525E+06, 0.32101E+06, 0.33743E+06, 0.35452E+06, 0.37230E+06, 0.39080E+06, 0.41004E+06, 0.43004E+06, 0.45082E+06, 0.47241E+06, 0.49483E+06, 0.51810E+06, 0.54225E+06, 0.56730E+06, 0.59329E+06, 0.62022E+06, 0.64814E+06, 0.67707E+06, 0.70703E+06, 0.73806E+06, 0.77018E+06, 0.80342E+06, 0.83781E+06, 0.87338E+06, 0.91016E+06, 0.94818E+06, 0.98748E+06, 0.10281E+07, 0.10700E+07, 0.11133E+07, 0.11581E+07, 0.12042E+07, 0.12519E+07, 0.13010E+07, 0.13517E+07, 0.14040E+07, 0.14579E+07, 0.15134E+07, 0.15707E+07, 0.16297E+07, 0.16905E+07, 0.17530E+07, 0.18175E+07, 0.18838E+07, 0.19521E+07, 0.20224E+07, 0.20947E+07, 0.21690E+07, 0.22455E+07, 0.23242E+07, 0.24050E+07, 0.24881E+07, 0.25735E+07]) # --------------- N2O 456: M = 4, I = 2 --------------------- M = 4 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.59966E+03, 0.84903E+03, 0.10995E+04, 0.13538E+04, 0.16158E+04, 0.18903E+04, 0.21815E+04, 0.24934E+04, 0.28295E+04, 0.31927E+04, 0.35862E+04, 0.40128E+04, 0.44752E+04, 0.49763E+04, 0.55189E+04, 0.61059E+04, 0.67404E+04, 0.74256E+04, 0.81646E+04, 0.89609E+04, 0.98180E+04, 0.10740E+05, 0.11729E+05, 0.12791E+05, 0.13930E+05, 0.15149E+05, 0.16453E+05, 0.17847E+05, 0.19335E+05, 0.20922E+05, 0.22614E+05, 0.24416E+05, 0.26333E+05, 0.28371E+05, 0.30535E+05, 0.32833E+05, 0.35269E+05, 0.37851E+05, 0.40585E+05, 0.43478E+05, 0.46537E+05, 0.49769E+05, 0.53182E+05, 0.56783E+05, 0.60580E+05, 0.64582E+05, 0.68796E+05, 0.73232E+05, 0.77898E+05, 0.82803E+05, 0.87957E+05, 0.93369E+05, 0.99048E+05, 0.10501E+06, 0.11125E+06, 0.11780E+06, 0.12465E+06, 0.13182E+06, 0.13933E+06, 0.14718E+06, 0.15539E+06, 0.16396E+06, 0.17291E+06, 0.18226E+06, 0.19201E+06, 0.20218E+06, 0.21278E+06, 0.22383E+06, 0.23534E+06, 0.24733E+06, 0.25980E+06, 0.27278E+06, 0.28628E+06, 0.30032E+06, 0.31491E+06, 0.33007E+06, 0.34581E+06, 0.36216E+06, 0.37912E+06, 0.39673E+06, 0.41499E+06, 0.43392E+06, 0.45355E+06, 0.47389E+06, 0.49496E+06, 0.51678E+06, 0.53937E+06, 0.56276E+06, 0.58695E+06, 0.61199E+06, 0.63788E+06, 0.66464E+06, 0.69231E+06, 0.72090E+06, 0.75044E+06, 0.78094E+06, 0.81244E+06, 0.84496E+06, 0.87853E+06, 0.91316E+06, 0.94889E+06, 0.98573E+06, 0.10237E+07, 0.10629E+07, 0.11033E+07, 0.11449E+07, 0.11877E+07, 0.12319E+07, 0.12773E+07, 0.13241E+07, 0.13723E+07, 0.14219E+07, 0.14729E+07, 0.15254E+07, 0.15793E+07, 0.16349E+07, 0.16919E+07, 0.17506E+07, 0.18109E+07]) # --------------- N2O 546: M = 4, I = 3 --------------------- M = 4 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.62051E+03, 0.87856E+03, 0.11377E+04, 0.14003E+04, 0.16705E+04, 0.19529E+04, 0.22518E+04, 0.25713E+04, 0.29149E+04, 0.32859E+04, 0.36873E+04, 0.41220E+04, 0.45929E+04, 0.51028E+04, 0.56547E+04, 0.62515E+04, 0.68963E+04, 0.75923E+04, 0.83428E+04, 0.91511E+04, 0.10021E+05, 0.10956E+05, 0.11960E+05, 0.13036E+05, 0.14190E+05, 0.15425E+05, 0.16746E+05, 0.18158E+05, 0.19664E+05, 0.21271E+05, 0.22984E+05, 0.24806E+05, 0.26745E+05, 0.28806E+05, 0.30995E+05, 0.33317E+05, 0.35780E+05, 0.38389E+05, 0.41151E+05, 0.44073E+05, 0.47162E+05, 0.50425E+05, 0.53871E+05, 0.57505E+05, 0.61338E+05, 0.65375E+05, 0.69628E+05, 0.74102E+05, 0.78808E+05, 0.83755E+05, 0.88951E+05, 0.94407E+05, 0.10013E+06, 0.10614E+06, 0.11243E+06, 0.11902E+06, 0.12593E+06, 0.13316E+06, 0.14072E+06, 0.14862E+06, 0.15689E+06, 0.16552E+06, 0.17453E+06, 0.18394E+06, 0.19376E+06, 0.20399E+06, 0.21466E+06, 0.22578E+06, 0.23737E+06, 0.24942E+06, 0.26198E+06, 0.27503E+06, 0.28861E+06, 0.30273E+06, 0.31741E+06, 0.33265E+06, 0.34848E+06, 0.36492E+06, 0.38197E+06, 0.39967E+06, 0.41803E+06, 0.43706E+06, 0.45679E+06, 0.47723E+06, 0.49840E+06, 0.52033E+06, 0.54303E+06, 0.56653E+06, 0.59084E+06, 0.61599E+06, 0.64200E+06, 0.66888E+06, 0.69667E+06, 0.72539E+06, 0.75506E+06, 0.78569E+06, 0.81733E+06, 0.84998E+06, 0.88369E+06, 0.91846E+06, 0.95433E+06, 0.99132E+06, 0.10295E+07, 0.10688E+07, 0.11093E+07, 0.11511E+07, 0.11941E+07, 0.12384E+07, 0.12840E+07, 0.13310E+07, 0.13793E+07, 0.14291E+07, 0.14803E+07, 0.15329E+07, 0.15871E+07, 0.16428E+07, 0.17000E+07, 0.17589E+07, 0.18194E+07]) # --------------- N2O 448: M = 4, I = 4 --------------------- M = 4 I = 4 TIPS_GSI_HASH[(M,I)] = __FloatType__(9.) TIPS_ISO_HASH[(M,I)] = float32([0.95253E+03, 0.13487E+04, 0.17465E+04, 0.21498E+04, 0.25648E+04, 0.29986E+04, 0.34580E+04, 0.39493E+04, 0.44779E+04, 0.50488E+04, 0.56669E+04, 0.63366E+04, 0.70625E+04, 0.78488E+04, 0.87003E+04, 0.96216E+04, 0.10617E+05, 0.11692E+05, 0.12852E+05, 0.14102E+05, 0.15447E+05, 0.16893E+05, 0.18446E+05, 0.20112E+05, 0.21898E+05, 0.23811E+05, 0.25856E+05, 0.28042E+05, 0.30377E+05, 0.32866E+05, 0.35520E+05, 0.38345E+05, 0.41351E+05, 0.44545E+05, 0.47939E+05, 0.51540E+05, 0.55359E+05, 0.59405E+05, 0.63689E+05, 0.68222E+05, 0.73015E+05, 0.78078E+05, 0.83424E+05, 0.89064E+05, 0.95012E+05, 0.10128E+06, 0.10788E+06, 0.11482E+06, 0.12213E+06, 0.12981E+06, 0.13788E+06, 0.14635E+06, 0.15524E+06, 0.16456E+06, 0.17433E+06, 0.18457E+06, 0.19530E+06, 0.20652E+06, 0.21827E+06, 0.23055E+06, 0.24338E+06, 0.25679E+06, 0.27079E+06, 0.28541E+06, 0.30066E+06, 0.31656E+06, 0.33314E+06, 0.35042E+06, 0.36841E+06, 0.38715E+06, 0.40666E+06, 0.42695E+06, 0.44805E+06, 0.46999E+06, 0.49279E+06, 0.51649E+06, 0.54109E+06, 0.56664E+06, 0.59315E+06, 0.62066E+06, 0.64919E+06, 0.67877E+06, 0.70943E+06, 0.74121E+06, 0.77413E+06, 0.80822E+06, 0.84351E+06, 0.88004E+06, 0.91783E+06, 0.95693E+06, 0.99737E+06, 0.10392E+07, 0.10824E+07, 0.11270E+07, 0.11732E+07, 0.12208E+07, 0.12700E+07, 0.13208E+07, 0.13732E+07, 0.14272E+07, 0.14830E+07, 0.15405E+07, 0.15999E+07, 0.16610E+07, 0.17240E+07, 0.17890E+07, 0.18559E+07, 0.19248E+07, 0.19957E+07, 0.20687E+07, 0.21439E+07, 0.22213E+07, 0.23009E+07, 0.23828E+07, 0.24671E+07, 0.25537E+07, 0.26428E+07, 0.27343E+07, 0.28284E+07]) # --------------- N2O 447: M = 4, I = 5 --------------------- M = 4 I = 5 TIPS_GSI_HASH[(M,I)] = __FloatType__(54.) TIPS_ISO_HASH[(M,I)] = float32([0.55598E+04, 0.78718E+04, 0.10193E+05, 0.12546E+05, 0.14966E+05, 0.17495E+05, 0.20171E+05, 0.23031E+05, 0.26106E+05, 0.29426E+05, 0.33018E+05, 0.36908E+05, 0.41121E+05, 0.45684E+05, 0.50622E+05, 0.55962E+05, 0.61731E+05, 0.67958E+05, 0.74671E+05, 0.81902E+05, 0.89681E+05, 0.98043E+05, 0.10702E+06, 0.11665E+06, 0.12697E+06, 0.13801E+06, 0.14983E+06, 0.16244E+06, 0.17591E+06, 0.19028E+06, 0.20558E+06, 0.22188E+06, 0.23920E+06, 0.25762E+06, 0.27718E+06, 0.29793E+06, 0.31993E+06, 0.34323E+06, 0.36791E+06, 0.39401E+06, 0.42160E+06, 0.45074E+06, 0.48151E+06, 0.51397E+06, 0.54819E+06, 0.58424E+06, 0.62221E+06, 0.66215E+06, 0.70416E+06, 0.74832E+06, 0.79470E+06, 0.84340E+06, 0.89450E+06, 0.94808E+06, 0.10042E+07, 0.10631E+07, 0.11247E+07, 0.11892E+07, 0.12567E+07, 0.13272E+07, 0.14009E+07, 0.14779E+07, 0.15583E+07, 0.16422E+07, 0.17298E+07, 0.18211E+07, 0.19163E+07, 0.20154E+07, 0.21187E+07, 0.22263E+07, 0.23382E+07, 0.24546E+07, 0.25757E+07, 0.27016E+07, 0.28324E+07, 0.29683E+07, 0.31095E+07, 0.32560E+07, 0.34081E+07, 0.35659E+07, 0.37295E+07, 0.38991E+07, 0.40750E+07, 0.42572E+07, 0.44459E+07, 0.46414E+07, 0.48437E+07, 0.50531E+07, 0.52698E+07, 0.54939E+07, 0.57257E+07, 0.59653E+07, 0.62129E+07, 0.64688E+07, 0.67331E+07, 0.70061E+07, 0.72880E+07, 0.75790E+07, 0.78792E+07, 0.81891E+07, 0.85086E+07, 0.88382E+07, 0.91780E+07, 0.95283E+07, 0.98893E+07, 0.10261E+08, 0.10644E+08, 0.11039E+08, 0.11445E+08, 0.11864E+08, 0.12294E+08, 0.12738E+08, 0.13194E+08, 0.13663E+08, 0.14145E+08, 0.14641E+08, 0.15151E+08, 0.15675E+08, 0.16214E+08]) # --------------- CO 26: M = 5, I = 1 --------------------- M = 5 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.21948E+02, 0.30961E+02, 0.39980E+02, 0.49004E+02, 0.58035E+02, 0.67071E+02, 0.76112E+02, 0.85160E+02, 0.94213E+02, 0.10327E+03, 0.11234E+03, 0.12142E+03, 0.13050E+03, 0.13960E+03, 0.14872E+03, 0.15787E+03, 0.16704E+03, 0.17624E+03, 0.18548E+03, 0.19477E+03, 0.20411E+03, 0.21350E+03, 0.22295E+03, 0.23248E+03, 0.24207E+03, 0.25175E+03, 0.26151E+03, 0.27136E+03, 0.28130E+03, 0.29134E+03, 0.30148E+03, 0.31172E+03, 0.32207E+03, 0.33253E+03, 0.34312E+03, 0.35381E+03, 0.36463E+03, 0.37557E+03, 0.38663E+03, 0.39782E+03, 0.40914E+03, 0.42060E+03, 0.43218E+03, 0.44389E+03, 0.45575E+03, 0.46774E+03, 0.47987E+03, 0.49213E+03, 0.50454E+03, 0.51708E+03, 0.52978E+03, 0.54261E+03, 0.55559E+03, 0.56871E+03, 0.58198E+03, 0.59540E+03, 0.60896E+03, 0.62267E+03, 0.63653E+03, 0.65055E+03, 0.66470E+03, 0.67901E+03, 0.69347E+03, 0.70808E+03, 0.72284E+03, 0.73776E+03, 0.75283E+03, 0.76805E+03, 0.78342E+03, 0.79895E+03, 0.81463E+03, 0.83047E+03, 0.84646E+03, 0.86260E+03, 0.87891E+03, 0.89536E+03, 0.91197E+03, 0.92874E+03, 0.94566E+03, 0.96275E+03, 0.97998E+03, 0.99738E+03, 0.10149E+04, 0.10326E+04, 0.10505E+04, 0.10685E+04, 0.10867E+04, 0.11051E+04, 0.11236E+04, 0.11422E+04, 0.11611E+04, 0.11800E+04, 0.11992E+04, 0.12185E+04, 0.12380E+04, 0.12576E+04, 0.12774E+04, 0.12973E+04, 0.13174E+04, 0.13377E+04, 0.13581E+04, 0.13787E+04, 0.13994E+04, 0.14203E+04, 0.14414E+04, 0.14627E+04, 0.14841E+04, 0.15056E+04, 0.15273E+04, 0.15492E+04, 0.15713E+04, 0.15935E+04, 0.16159E+04, 0.16384E+04, 0.16611E+04, 0.16840E+04, 0.17070E+04, 0.17302E+04, 0.17536E+04]) # --------------- CO 36: M = 5, I = 2 --------------------- M = 5 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.45888E+02, 0.64745E+02, 0.83615E+02, 0.10250E+03, 0.12139E+03, 0.14030E+03, 0.15921E+03, 0.17814E+03, 0.19708E+03, 0.21604E+03, 0.23501E+03, 0.25400E+03, 0.27302E+03, 0.29207E+03, 0.31117E+03, 0.33031E+03, 0.34952E+03, 0.36880E+03, 0.38817E+03, 0.40764E+03, 0.42723E+03, 0.44694E+03, 0.46679E+03, 0.48679E+03, 0.50696E+03, 0.52730E+03, 0.54783E+03, 0.56855E+03, 0.58948E+03, 0.61061E+03, 0.63198E+03, 0.65357E+03, 0.67539E+03, 0.69747E+03, 0.71979E+03, 0.74237E+03, 0.76521E+03, 0.78832E+03, 0.81169E+03, 0.83534E+03, 0.85927E+03, 0.88348E+03, 0.90798E+03, 0.93277E+03, 0.95784E+03, 0.98322E+03, 0.10089E+04, 0.10349E+04, 0.10611E+04, 0.10877E+04, 0.11146E+04, 0.11418E+04, 0.11693E+04, 0.11971E+04, 0.12253E+04, 0.12537E+04, 0.12825E+04, 0.13115E+04, 0.13409E+04, 0.13707E+04, 0.14007E+04, 0.14311E+04, 0.14617E+04, 0.14928E+04, 0.15241E+04, 0.15558E+04, 0.15877E+04, 0.16200E+04, 0.16527E+04, 0.16857E+04, 0.17190E+04, 0.17526E+04, 0.17866E+04, 0.18209E+04, 0.18555E+04, 0.18905E+04, 0.19258E+04, 0.19614E+04, 0.19974E+04, 0.20337E+04, 0.20703E+04, 0.21073E+04, 0.21446E+04, 0.21823E+04, 0.22203E+04, 0.22586E+04, 0.22973E+04, 0.23363E+04, 0.23756E+04, 0.24153E+04, 0.24553E+04, 0.24957E+04, 0.25364E+04, 0.25775E+04, 0.26189E+04, 0.26606E+04, 0.27027E+04, 0.27451E+04, 0.27879E+04, 0.28310E+04, 0.28745E+04, 0.29183E+04, 0.29625E+04, 0.30070E+04, 0.30518E+04, 0.30970E+04, 0.31425E+04, 0.31885E+04, 0.32347E+04, 0.32813E+04, 0.33282E+04, 0.33755E+04, 0.34231E+04, 0.34711E+04, 0.35194E+04, 0.35681E+04, 0.36172E+04, 0.36666E+04, 0.37163E+04]) # --------------- CO 28: M = 5, I = 3 --------------------- M = 5 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.23030E+02, 0.32495E+02, 0.41966E+02, 0.51443E+02, 0.60926E+02, 0.70415E+02, 0.79910E+02, 0.89410E+02, 0.98918E+02, 0.10843E+03, 0.11795E+03, 0.12749E+03, 0.13703E+03, 0.14659E+03, 0.15618E+03, 0.16579E+03, 0.17543E+03, 0.18511E+03, 0.19483E+03, 0.20461E+03, 0.21444E+03, 0.22434E+03, 0.23430E+03, 0.24435E+03, 0.25447E+03, 0.26468E+03, 0.27499E+03, 0.28540E+03, 0.29591E+03, 0.30652E+03, 0.31725E+03, 0.32810E+03, 0.33906E+03, 0.35014E+03, 0.36136E+03, 0.37270E+03, 0.38417E+03, 0.39577E+03, 0.40752E+03, 0.41940E+03, 0.43142E+03, 0.44358E+03, 0.45589E+03, 0.46834E+03, 0.48094E+03, 0.49369E+03, 0.50659E+03, 0.51964E+03, 0.53284E+03, 0.54619E+03, 0.55971E+03, 0.57337E+03, 0.58719E+03, 0.60117E+03, 0.61530E+03, 0.62959E+03, 0.64405E+03, 0.65866E+03, 0.67343E+03, 0.68837E+03, 0.70346E+03, 0.71872E+03, 0.73414E+03, 0.74972E+03, 0.76547E+03, 0.78138E+03, 0.79745E+03, 0.81369E+03, 0.83010E+03, 0.84667E+03, 0.86341E+03, 0.88031E+03, 0.89738E+03, 0.91462E+03, 0.93202E+03, 0.94960E+03, 0.96734E+03, 0.98524E+03, 0.10033E+04, 0.10216E+04, 0.10400E+04, 0.10586E+04, 0.10773E+04, 0.10962E+04, 0.11153E+04, 0.11346E+04, 0.11540E+04, 0.11737E+04, 0.11934E+04, 0.12134E+04, 0.12335E+04, 0.12538E+04, 0.12743E+04, 0.12949E+04, 0.13157E+04, 0.13367E+04, 0.13578E+04, 0.13792E+04, 0.14007E+04, 0.14223E+04, 0.14442E+04, 0.14662E+04, 0.14884E+04, 0.15108E+04, 0.15333E+04, 0.15560E+04, 0.15789E+04, 0.16020E+04, 0.16252E+04, 0.16486E+04, 0.16722E+04, 0.16960E+04, 0.17199E+04, 0.17441E+04, 0.17684E+04, 0.17928E+04, 0.18175E+04, 0.18423E+04, 0.18673E+04]) # --------------- CO 27: M = 5, I = 4 --------------------- M = 5 I = 4 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.13505E+03, 0.19054E+03, 0.24606E+03, 0.30161E+03, 0.35720E+03, 0.41283E+03, 0.46848E+03, 0.52418E+03, 0.57991E+03, 0.63568E+03, 0.69149E+03, 0.74737E+03, 0.80332E+03, 0.85937E+03, 0.91553E+03, 0.97183E+03, 0.10283E+04, 0.10850E+04, 0.11420E+04, 0.11992E+04, 0.12568E+04, 0.13147E+04, 0.13730E+04, 0.14318E+04, 0.14910E+04, 0.15507E+04, 0.16110E+04, 0.16718E+04, 0.17332E+04, 0.17952E+04, 0.18579E+04, 0.19212E+04, 0.19852E+04, 0.20499E+04, 0.21153E+04, 0.21815E+04, 0.22484E+04, 0.23161E+04, 0.23846E+04, 0.24539E+04, 0.25240E+04, 0.25949E+04, 0.26666E+04, 0.27392E+04, 0.28127E+04, 0.28869E+04, 0.29621E+04, 0.30381E+04, 0.31150E+04, 0.31928E+04, 0.32715E+04, 0.33511E+04, 0.34316E+04, 0.35129E+04, 0.35952E+04, 0.36785E+04, 0.37626E+04, 0.38477E+04, 0.39336E+04, 0.40206E+04, 0.41084E+04, 0.41972E+04, 0.42869E+04, 0.43776E+04, 0.44692E+04, 0.45618E+04, 0.46553E+04, 0.47498E+04, 0.48452E+04, 0.49416E+04, 0.50390E+04, 0.51373E+04, 0.52366E+04, 0.53368E+04, 0.54381E+04, 0.55403E+04, 0.56435E+04, 0.57476E+04, 0.58527E+04, 0.59588E+04, 0.60659E+04, 0.61739E+04, 0.62829E+04, 0.63930E+04, 0.65040E+04, 0.66160E+04, 0.67290E+04, 0.68429E+04, 0.69579E+04, 0.70739E+04, 0.71908E+04, 0.73088E+04, 0.74277E+04, 0.75477E+04, 0.76686E+04, 0.77905E+04, 0.79135E+04, 0.80374E+04, 0.81624E+04, 0.82883E+04, 0.84153E+04, 0.85432E+04, 0.86722E+04, 0.88022E+04, 0.89331E+04, 0.90651E+04, 0.91982E+04, 0.93322E+04, 0.94672E+04, 0.96033E+04, 0.97404E+04, 0.98785E+04, 0.10018E+05, 0.10158E+05, 0.10299E+05, 0.10441E+05, 0.10584E+05, 0.10728E+05, 0.10874E+05]) # --------------- CO 38: M = 5, I = 5 --------------------- M = 5 I = 5 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.48264E+02, 0.68112E+02, 0.87974E+02, 0.10785E+03, 0.12773E+03, 0.14763E+03, 0.16754E+03, 0.18747E+03, 0.20741E+03, 0.22736E+03, 0.24733E+03, 0.26732E+03, 0.28735E+03, 0.30741E+03, 0.32752E+03, 0.34770E+03, 0.36794E+03, 0.38828E+03, 0.40871E+03, 0.42926E+03, 0.44994E+03, 0.47077E+03, 0.49175E+03, 0.51290E+03, 0.53424E+03, 0.55578E+03, 0.57752E+03, 0.59948E+03, 0.62166E+03, 0.64409E+03, 0.66676E+03, 0.68969E+03, 0.71287E+03, 0.73633E+03, 0.76006E+03, 0.78407E+03, 0.80836E+03, 0.83295E+03, 0.85784E+03, 0.88302E+03, 0.90851E+03, 0.93431E+03, 0.96042E+03, 0.98686E+03, 0.10136E+04, 0.10407E+04, 0.10681E+04, 0.10958E+04, 0.11238E+04, 0.11522E+04, 0.11809E+04, 0.12100E+04, 0.12393E+04, 0.12691E+04, 0.12991E+04, 0.13295E+04, 0.13603E+04, 0.13914E+04, 0.14228E+04, 0.14546E+04, 0.14867E+04, 0.15192E+04, 0.15520E+04, 0.15852E+04, 0.16187E+04, 0.16526E+04, 0.16869E+04, 0.17215E+04, 0.17564E+04, 0.17917E+04, 0.18274E+04, 0.18634E+04, 0.18998E+04, 0.19365E+04, 0.19736E+04, 0.20111E+04, 0.20489E+04, 0.20871E+04, 0.21256E+04, 0.21645E+04, 0.22038E+04, 0.22434E+04, 0.22834E+04, 0.23238E+04, 0.23645E+04, 0.24056E+04, 0.24471E+04, 0.24889E+04, 0.25311E+04, 0.25736E+04, 0.26166E+04, 0.26599E+04, 0.27035E+04, 0.27476E+04, 0.27920E+04, 0.28368E+04, 0.28819E+04, 0.29275E+04, 0.29733E+04, 0.30196E+04, 0.30662E+04, 0.31133E+04, 0.31606E+04, 0.32084E+04, 0.32565E+04, 0.33050E+04, 0.33539E+04, 0.34032E+04, 0.34528E+04, 0.35028E+04, 0.35532E+04, 0.36040E+04, 0.36551E+04, 0.37067E+04, 0.37586E+04, 0.38108E+04, 0.38635E+04, 0.39165E+04, 0.39699E+04]) # --------------- CO 37: M = 5, I = 6 --------------------- M = 5 I = 6 TIPS_GSI_HASH[(M,I)] = __FloatType__(12.) TIPS_ISO_HASH[(M,I)] = float32([0.28271E+03, 0.39894E+03, 0.51524E+03, 0.63162E+03, 0.74807E+03, 0.86459E+03, 0.98119E+03, 0.10979E+04, 0.12146E+04, 0.13314E+04, 0.14484E+04, 0.15654E+04, 0.16826E+04, 0.18000E+04, 0.19176E+04, 0.20355E+04, 0.21538E+04, 0.22725E+04, 0.23916E+04, 0.25114E+04, 0.26318E+04, 0.27529E+04, 0.28749E+04, 0.29977E+04, 0.31215E+04, 0.32463E+04, 0.33721E+04, 0.34991E+04, 0.36274E+04, 0.37568E+04, 0.38876E+04, 0.40197E+04, 0.41533E+04, 0.42882E+04, 0.44247E+04, 0.45626E+04, 0.47022E+04, 0.48433E+04, 0.49860E+04, 0.51304E+04, 0.52763E+04, 0.54240E+04, 0.55735E+04, 0.57246E+04, 0.58775E+04, 0.60321E+04, 0.61886E+04, 0.63468E+04, 0.65068E+04, 0.66687E+04, 0.68324E+04, 0.69980E+04, 0.71654E+04, 0.73347E+04, 0.75058E+04, 0.76789E+04, 0.78539E+04, 0.80307E+04, 0.82096E+04, 0.83903E+04, 0.85729E+04, 0.87576E+04, 0.89441E+04, 0.91326E+04, 0.93230E+04, 0.95154E+04, 0.97098E+04, 0.99061E+04, 0.10104E+05, 0.10305E+05, 0.10507E+05, 0.10711E+05, 0.10918E+05, 0.11126E+05, 0.11336E+05, 0.11549E+05, 0.11763E+05, 0.11979E+05, 0.12198E+05, 0.12418E+05, 0.12640E+05, 0.12865E+05, 0.13091E+05, 0.13320E+05, 0.13550E+05, 0.13783E+05, 0.14018E+05, 0.14254E+05, 0.14493E+05, 0.14734E+05, 0.14977E+05, 0.15221E+05, 0.15468E+05, 0.15718E+05, 0.15969E+05, 0.16222E+05, 0.16477E+05, 0.16734E+05, 0.16994E+05, 0.17255E+05, 0.17519E+05, 0.17784E+05, 0.18052E+05, 0.18322E+05, 0.18594E+05, 0.18868E+05, 0.19144E+05, 0.19422E+05, 0.19703E+05, 0.19985E+05, 0.20270E+05, 0.20556E+05, 0.20845E+05, 0.21136E+05, 0.21429E+05, 0.21724E+05, 0.22021E+05, 0.22320E+05, 0.22622E+05]) # --------------- CH4 211: M = 6, I = 1 --------------------- M = 6 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.54800E+02, 0.91500E+02, 0.13410E+03, 0.18180E+03, 0.23410E+03, 0.29070E+03, 0.35140E+03, 0.41600E+03, 0.48450E+03, 0.55720E+03, 0.63420E+03, 0.71600E+03, 0.80310E+03, 0.89590E+03, 0.99520E+03, 0.11017E+04, 0.12161E+04, 0.13393E+04, 0.14721E+04, 0.16155E+04, 0.17706E+04, 0.19384E+04, 0.21202E+04, 0.23172E+04, 0.25307E+04, 0.27624E+04, 0.30137E+04, 0.32864E+04, 0.35823E+04, 0.39034E+04, 0.42519E+04, 0.46300E+04, 0.50402E+04, 0.54853E+04, 0.59679E+04, 0.64913E+04, 0.70588E+04, 0.76739E+04, 0.83404E+04, 0.90625E+04, 0.98446E+04, 0.10691E+05, 0.11608E+05, 0.12600E+05, 0.13674E+05, 0.14835E+05, 0.16090E+05, 0.17447E+05, 0.18914E+05, 0.20500E+05, 0.22212E+05, 0.24063E+05, 0.26061E+05, 0.28218E+05, 0.30548E+05, 0.33063E+05, 0.35778E+05, 0.38708E+05, 0.41871E+05, 0.45284E+05, 0.48970E+05, 0.52940E+05, 0.57230E+05, 0.61860E+05, 0.66860E+05, 0.72250E+05, 0.78070E+05, 0.84350E+05, 0.91130E+05, 0.98450E+05, 0.10635E+06, 0.11488E+06, 0.12408E+06, 0.13403E+06, 0.14480E+06, 0.15640E+06, 0.16890E+06, 0.18240E+06, 0.19700E+06, 0.21280E+06, 0.22980E+06, 0.24830E+06, 0.26820E+06, 0.28970E+06, 0.31290E+06, 0.33800E+06, 0.36520E+06, 0.39450E+06, 0.42600E+06, 0.46000E+06, 0.49700E+06, 0.53700E+06, 0.58100E+06, 0.62700E+06, 0.67800E+06, 0.73300E+06, 0.79200E+06, 0.85600E+06, 0.92500E+06, 0.10000E+07, 0.10800E+07, 0.11670E+07, 0.12610E+07, 0.13620E+07, 0.14720E+07, 0.15910E+07, 0.17190E+07, 0.18600E+07, 0.20100E+07, 0.21700E+07, 0.23400E+07, 0.25300E+07, 0.27300E+07, 0.29500E+07, 0.31800E+07, 0.34300E+07, 0.37000E+07, 0.39900E+07, 0.42856E+07]) # --------------- CH4 311: M = 6, I = 2 --------------------- M = 6 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.10958E+03, 0.18304E+03, 0.26818E+03, 0.36356E+03, 0.46820E+03, 0.58141E+03, 0.70270E+03, 0.83186E+03, 0.96893E+03, 0.11142E+04, 0.12682E+04, 0.14316E+04, 0.16055E+04, 0.17909E+04, 0.19891E+04, 0.22016E+04, 0.24297E+04, 0.26752E+04, 0.29399E+04, 0.32255E+04, 0.35342E+04, 0.38680E+04, 0.42294E+04, 0.46208E+04, 0.50449E+04, 0.55046E+04, 0.60030E+04, 0.65434E+04, 0.71293E+04, 0.77646E+04, 0.84535E+04, 0.92004E+04, 0.10010E+05, 0.10888E+05, 0.11838E+05, 0.12869E+05, 0.13984E+05, 0.15193E+05, 0.16501E+05, 0.17916E+05, 0.19448E+05, 0.21104E+05, 0.22895E+05, 0.24830E+05, 0.26921E+05, 0.29180E+05, 0.31618E+05, 0.34250E+05, 0.37090E+05, 0.40152E+05, 0.43454E+05, 0.47012E+05, 0.50845E+05, 0.54973E+05, 0.59416E+05, 0.64197E+05, 0.69340E+05, 0.74870E+05, 0.80813E+05, 0.87198E+05, 0.94055E+05, 0.10142E+06, 0.10932E+06, 0.11779E+06, 0.12688E+06, 0.13662E+06, 0.14706E+06, 0.15824E+06, 0.17021E+06, 0.18302E+06, 0.19673E+06, 0.21139E+06, 0.22706E+06, 0.24381E+06, 0.26171E+06, 0.28082E+06, 0.30122E+06, 0.32299E+06, 0.34621E+06, 0.37097E+06, 0.39737E+06, 0.42551E+06, 0.45548E+06, 0.48739E+06, 0.52136E+06, 0.55752E+06, 0.59598E+06, 0.63688E+06, 0.68036E+06, 0.72657E+06, 0.77566E+06, 0.82780E+06, 0.88316E+06, 0.94191E+06, 0.10043E+07, 0.10704E+07, 0.11405E+07, 0.12148E+07, 0.12936E+07, 0.13770E+07, 0.14654E+07, 0.15589E+07, 0.16579E+07, 0.17627E+07, 0.18736E+07, 0.19908E+07, 0.21147E+07, 0.22456E+07, 0.23840E+07, 0.25301E+07, 0.26844E+07, 0.28474E+07, 0.30193E+07, 0.32007E+07, 0.33921E+07, 0.35939E+07, 0.38067E+07, 0.40310E+07, 0.42673E+07]) # --------------- CH4 212: M = 6, I = 3 --------------------- M = 6 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(3.) TIPS_ISO_HASH[(M,I)] = float32([0.44079E+03, 0.73786E+03, 0.10822E+04, 0.14679E+04, 0.18913E+04, 0.23497E+04, 0.28415E+04, 0.33665E+04, 0.39257E+04, 0.45211E+04, 0.51562E+04, 0.58349E+04, 0.65624E+04, 0.73445E+04, 0.81872E+04, 0.90978E+04, 0.10084E+05, 0.11153E+05, 0.12315E+05, 0.13579E+05, 0.14955E+05, 0.16455E+05, 0.18089E+05, 0.19871E+05, 0.21816E+05, 0.23937E+05, 0.26251E+05, 0.28776E+05, 0.31531E+05, 0.34535E+05, 0.37811E+05, 0.41384E+05, 0.45278E+05, 0.49521E+05, 0.54144E+05, 0.59178E+05, 0.64657E+05, 0.70621E+05, 0.77108E+05, 0.84161E+05, 0.91828E+05, 0.10016E+06, 0.10921E+06, 0.11903E+06, 0.12968E+06, 0.14124E+06, 0.15378E+06, 0.16736E+06, 0.18207E+06, 0.19800E+06, 0.21524E+06, 0.23389E+06, 0.25405E+06, 0.27585E+06, 0.29939E+06, 0.32482E+06, 0.35226E+06, 0.38186E+06, 0.41379E+06, 0.44821E+06, 0.48529E+06, 0.52522E+06, 0.56821E+06, 0.61447E+06, 0.66422E+06, 0.71771E+06, 0.77519E+06, 0.83693E+06, 0.90323E+06, 0.97438E+06, 0.10507E+07, 0.11326E+07, 0.12203E+07, 0.13143E+07, 0.14150E+07, 0.15228E+07, 0.16382E+07, 0.17616E+07, 0.18935E+07, 0.20346E+07, 0.21853E+07, 0.23463E+07, 0.25181E+07, 0.27016E+07, 0.28973E+07, 0.31060E+07, 0.33284E+07, 0.35655E+07, 0.38181E+07, 0.40870E+07, 0.43733E+07, 0.46780E+07, 0.50020E+07, 0.53467E+07, 0.57130E+07, 0.61023E+07, 0.65158E+07, 0.69549E+07, 0.74211E+07, 0.79158E+07, 0.84407E+07, 0.89973E+07, 0.95874E+07, 0.10213E+08, 0.10875E+08, 0.11577E+08, 0.12320E+08, 0.13107E+08, 0.13940E+08, 0.14820E+08, 0.15752E+08, 0.16736E+08, 0.17777E+08, 0.18877E+08, 0.20038E+08, 0.21265E+08, 0.22560E+08, 0.23927E+08, 0.25369E+08]) # --------------- CH4 312: M = 6, I = 4 --------------------- M = 6 I = 4 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.88231E+03, 0.14770E+04, 0.21661E+04, 0.29384E+04, 0.37859E+04, 0.47034E+04, 0.56879E+04, 0.67388E+04, 0.78581E+04, 0.90501E+04, 0.10321E+05, 0.11680E+05, 0.13136E+05, 0.14702E+05, 0.16389E+05, 0.18212E+05, 0.20186E+05, 0.22328E+05, 0.24654E+05, 0.27185E+05, 0.29941E+05, 0.32943E+05, 0.36216E+05, 0.39786E+05, 0.43681E+05, 0.47930E+05, 0.52567E+05, 0.57625E+05, 0.63144E+05, 0.69164E+05, 0.75730E+05, 0.82890E+05, 0.90693E+05, 0.99198E+05, 0.10846E+06, 0.11855E+06, 0.12954E+06, 0.14149E+06, 0.15450E+06, 0.16864E+06, 0.18402E+06, 0.20072E+06, 0.21886E+06, 0.23856E+06, 0.25993E+06, 0.28312E+06, 0.30825E+06, 0.33550E+06, 0.36501E+06, 0.39696E+06, 0.43155E+06, 0.46896E+06, 0.50942E+06, 0.55315E+06, 0.60039E+06, 0.65141E+06, 0.70648E+06, 0.76589E+06, 0.82997E+06, 0.89904E+06, 0.97346E+06, 0.10536E+07, 0.11399E+07, 0.12327E+07, 0.13326E+07, 0.14400E+07, 0.15554E+07, 0.16793E+07, 0.18124E+07, 0.19553E+07, 0.21085E+07, 0.22729E+07, 0.24490E+07, 0.26378E+07, 0.28400E+07, 0.30565E+07, 0.32881E+07, 0.35360E+07, 0.38010E+07, 0.40843E+07, 0.43870E+07, 0.47103E+07, 0.50555E+07, 0.54239E+07, 0.58169E+07, 0.62361E+07, 0.66830E+07, 0.71592E+07, 0.76666E+07, 0.82069E+07, 0.87820E+07, 0.93940E+07, 0.10045E+08, 0.10737E+08, 0.11473E+08, 0.12256E+08, 0.13086E+08, 0.13969E+08, 0.14905E+08, 0.15899E+08, 0.16954E+08, 0.18072E+08, 0.19258E+08, 0.20515E+08, 0.21847E+08, 0.23257E+08, 0.24750E+08, 0.26331E+08, 0.28004E+08, 0.29774E+08, 0.31646E+08, 0.33625E+08, 0.35716E+08, 0.37926E+08, 0.40261E+08, 0.42726E+08, 0.45329E+08, 0.48077E+08, 0.50975E+08]) # --------------- O2 66: M = 7, I = 1 --------------------- M = 7 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.44334E+02, 0.62460E+02, 0.80596E+02, 0.98738E+02, 0.11688E+03, 0.13503E+03, 0.15319E+03, 0.17136E+03, 0.18954E+03, 0.20775E+03, 0.22600E+03, 0.24431E+03, 0.26270E+03, 0.28119E+03, 0.29981E+03, 0.31857E+03, 0.33750E+03, 0.35662E+03, 0.37594E+03, 0.39550E+03, 0.41529E+03, 0.43535E+03, 0.45568E+03, 0.47630E+03, 0.49722E+03, 0.51844E+03, 0.53998E+03, 0.56185E+03, 0.58406E+03, 0.60660E+03, 0.62949E+03, 0.65274E+03, 0.67635E+03, 0.70031E+03, 0.72465E+03, 0.74936E+03, 0.77444E+03, 0.79990E+03, 0.82574E+03, 0.85197E+03, 0.87858E+03, 0.90558E+03, 0.93297E+03, 0.96076E+03, 0.98895E+03, 0.10175E+04, 0.10465E+04, 0.10759E+04, 0.11057E+04, 0.11359E+04, 0.11665E+04, 0.11976E+04, 0.12290E+04, 0.12609E+04, 0.12931E+04, 0.13258E+04, 0.13590E+04, 0.13925E+04, 0.14265E+04, 0.14609E+04, 0.14958E+04, 0.15311E+04, 0.15669E+04, 0.16031E+04, 0.16397E+04, 0.16768E+04, 0.17144E+04, 0.17524E+04, 0.17909E+04, 0.18298E+04, 0.18692E+04, 0.19091E+04, 0.19495E+04, 0.19904E+04, 0.20318E+04, 0.20736E+04, 0.21160E+04, 0.21588E+04, 0.22022E+04, 0.22461E+04, 0.22905E+04, 0.23354E+04, 0.23809E+04, 0.24268E+04, 0.24734E+04, 0.25204E+04, 0.25680E+04, 0.26162E+04, 0.26649E+04, 0.27142E+04, 0.27641E+04, 0.28145E+04, 0.28655E+04, 0.29171E+04, 0.29693E+04, 0.30221E+04, 0.30755E+04, 0.31295E+04, 0.31841E+04, 0.32393E+04, 0.32951E+04, 0.33516E+04, 0.34087E+04, 0.34665E+04, 0.35249E+04, 0.35839E+04, 0.36436E+04, 0.37040E+04, 0.37650E+04, 0.38267E+04, 0.38891E+04, 0.39522E+04, 0.40159E+04, 0.40804E+04, 0.41455E+04, 0.42114E+04, 0.42780E+04, 0.43452E+04, 0.44132E+04]) # --------------- O2 68: M = 7, I = 2 --------------------- M = 7 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.89206E+02, 0.12759E+03, 0.16600E+03, 0.20442E+03, 0.24285E+03, 0.28128E+03, 0.31973E+03, 0.35821E+03, 0.39672E+03, 0.43530E+03, 0.47398E+03, 0.51281E+03, 0.55183E+03, 0.59108E+03, 0.63062E+03, 0.67051E+03, 0.71078E+03, 0.75148E+03, 0.79265E+03, 0.83435E+03, 0.87659E+03, 0.91941E+03, 0.96285E+03, 0.10069E+04, 0.10517E+04, 0.10971E+04, 0.11432E+04, 0.11901E+04, 0.12377E+04, 0.12861E+04, 0.13352E+04, 0.13851E+04, 0.14358E+04, 0.14872E+04, 0.15395E+04, 0.15926E+04, 0.16466E+04, 0.17013E+04, 0.17569E+04, 0.18134E+04, 0.18706E+04, 0.19288E+04, 0.19877E+04, 0.20476E+04, 0.21083E+04, 0.21698E+04, 0.22323E+04, 0.22956E+04, 0.23598E+04, 0.24248E+04, 0.24908E+04, 0.25576E+04, 0.26253E+04, 0.26940E+04, 0.27635E+04, 0.28339E+04, 0.29052E+04, 0.29775E+04, 0.30506E+04, 0.31247E+04, 0.31997E+04, 0.32756E+04, 0.33524E+04, 0.34302E+04, 0.35089E+04, 0.35885E+04, 0.36691E+04, 0.37506E+04, 0.38331E+04, 0.39166E+04, 0.40010E+04, 0.40864E+04, 0.41727E+04, 0.42601E+04, 0.43484E+04, 0.44377E+04, 0.45280E+04, 0.46193E+04, 0.47116E+04, 0.48049E+04, 0.48992E+04, 0.49946E+04, 0.50909E+04, 0.51883E+04, 0.52868E+04, 0.53863E+04, 0.54868E+04, 0.55884E+04, 0.56911E+04, 0.57949E+04, 0.58997E+04, 0.60056E+04, 0.61126E+04, 0.62207E+04, 0.63298E+04, 0.64401E+04, 0.65516E+04, 0.66641E+04, 0.67778E+04, 0.68926E+04, 0.70085E+04, 0.71256E+04, 0.72439E+04, 0.73633E+04, 0.74839E+04, 0.76056E+04, 0.77286E+04, 0.78527E+04, 0.79781E+04, 0.81046E+04, 0.82324E+04, 0.83613E+04, 0.84915E+04, 0.86229E+04, 0.87556E+04, 0.88895E+04, 0.90247E+04, 0.91611E+04, 0.92988E+04]) # --------------- O2 67: M = 7, I = 3 --------------------- M = 7 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.52071E+03, 0.74484E+03, 0.96908E+03, 0.11934E+04, 0.14177E+04, 0.16422E+04, 0.18667E+04, 0.20913E+04, 0.23161E+04, 0.25413E+04, 0.27671E+04, 0.29936E+04, 0.32212E+04, 0.34501E+04, 0.36806E+04, 0.39130E+04, 0.41476E+04, 0.43846E+04, 0.46242E+04, 0.48668E+04, 0.51125E+04, 0.53615E+04, 0.56140E+04, 0.58701E+04, 0.61300E+04, 0.63938E+04, 0.66617E+04, 0.69337E+04, 0.72099E+04, 0.74904E+04, 0.77754E+04, 0.80647E+04, 0.83586E+04, 0.86571E+04, 0.89602E+04, 0.92680E+04, 0.95805E+04, 0.98977E+04, 0.10220E+05, 0.10547E+05, 0.10878E+05, 0.11215E+05, 0.11556E+05, 0.11903E+05, 0.12254E+05, 0.12611E+05, 0.12972E+05, 0.13338E+05, 0.13710E+05, 0.14086E+05, 0.14468E+05, 0.14855E+05, 0.15247E+05, 0.15644E+05, 0.16046E+05, 0.16453E+05, 0.16866E+05, 0.17283E+05, 0.17706E+05, 0.18135E+05, 0.18568E+05, 0.19007E+05, 0.19452E+05, 0.19901E+05, 0.20356E+05, 0.20817E+05, 0.21283E+05, 0.21754E+05, 0.22231E+05, 0.22713E+05, 0.23201E+05, 0.23695E+05, 0.24194E+05, 0.24699E+05, 0.25209E+05, 0.25725E+05, 0.26247E+05, 0.26775E+05, 0.27308E+05, 0.27847E+05, 0.28393E+05, 0.28944E+05, 0.29500E+05, 0.30063E+05, 0.30632E+05, 0.31207E+05, 0.31788E+05, 0.32375E+05, 0.32968E+05, 0.33568E+05, 0.34173E+05, 0.34785E+05, 0.35403E+05, 0.36028E+05, 0.36659E+05, 0.37296E+05, 0.37939E+05, 0.38590E+05, 0.39246E+05, 0.39909E+05, 0.40579E+05, 0.41256E+05, 0.41939E+05, 0.42629E+05, 0.43325E+05, 0.44029E+05, 0.44739E+05, 0.45456E+05, 0.46180E+05, 0.46911E+05, 0.47649E+05, 0.48394E+05, 0.49146E+05, 0.49905E+05, 0.50671E+05, 0.51445E+05, 0.52226E+05, 0.53014E+05, 0.53809E+05]) # --------------- NO 46: M = 8, I = 1 --------------------- M = 8 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(3.) TIPS_ISO_HASH[(M,I)] = float32([0.15840E+03, 0.23971E+03, 0.33080E+03, 0.42907E+03, 0.53251E+03, 0.63972E+03, 0.74975E+03, 0.86195E+03, 0.97582E+03, 0.10911E+04, 0.12074E+04, 0.13248E+04, 0.14430E+04, 0.15621E+04, 0.16820E+04, 0.18027E+04, 0.19243E+04, 0.20468E+04, 0.21703E+04, 0.22948E+04, 0.24204E+04, 0.25472E+04, 0.26753E+04, 0.28046E+04, 0.29354E+04, 0.30676E+04, 0.32013E+04, 0.33365E+04, 0.34734E+04, 0.36120E+04, 0.37522E+04, 0.38942E+04, 0.40379E+04, 0.41835E+04, 0.43310E+04, 0.44803E+04, 0.46316E+04, 0.47849E+04, 0.49400E+04, 0.50972E+04, 0.52564E+04, 0.54176E+04, 0.55809E+04, 0.57462E+04, 0.59137E+04, 0.60832E+04, 0.62548E+04, 0.64286E+04, 0.66045E+04, 0.67825E+04, 0.69628E+04, 0.71451E+04, 0.73297E+04, 0.75164E+04, 0.77053E+04, 0.78964E+04, 0.80897E+04, 0.82853E+04, 0.84830E+04, 0.86830E+04, 0.88852E+04, 0.90896E+04, 0.92963E+04, 0.95052E+04, 0.97164E+04, 0.99297E+04, 0.10145E+05, 0.10363E+05, 0.10583E+05, 0.10806E+05, 0.11031E+05, 0.11258E+05, 0.11487E+05, 0.11718E+05, 0.11952E+05, 0.12188E+05, 0.12426E+05, 0.12667E+05, 0.12910E+05, 0.13155E+05, 0.13403E+05, 0.13652E+05, 0.13905E+05, 0.14159E+05, 0.14416E+05, 0.14675E+05, 0.14936E+05, 0.15199E+05, 0.15465E+05, 0.15733E+05, 0.16004E+05, 0.16277E+05, 0.16552E+05, 0.16829E+05, 0.17109E+05, 0.17391E+05, 0.17675E+05, 0.17962E+05, 0.18251E+05, 0.18542E+05, 0.18836E+05, 0.19131E+05, 0.19430E+05, 0.19730E+05, 0.20033E+05, 0.20338E+05, 0.20646E+05, 0.20955E+05, 0.21268E+05, 0.21582E+05, 0.21899E+05, 0.22218E+05, 0.22539E+05, 0.22863E+05, 0.23189E+05, 0.23518E+05, 0.23848E+05, 0.24181E+05, 0.24517E+05]) # --------------- NO 56: M = 8, I = 2 --------------------- M = 8 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.10942E+03, 0.16560E+03, 0.22856E+03, 0.29647E+03, 0.36795E+03, 0.44204E+03, 0.51808E+03, 0.59561E+03, 0.67432E+03, 0.75396E+03, 0.83439E+03, 0.91551E+03, 0.99725E+03, 0.10796E+04, 0.11625E+04, 0.12460E+04, 0.13302E+04, 0.14150E+04, 0.15005E+04, 0.15868E+04, 0.16739E+04, 0.17618E+04, 0.18506E+04, 0.19404E+04, 0.20311E+04, 0.21229E+04, 0.22158E+04, 0.23098E+04, 0.24050E+04, 0.25013E+04, 0.25989E+04, 0.26976E+04, 0.27977E+04, 0.28991E+04, 0.30018E+04, 0.31058E+04, 0.32112E+04, 0.33180E+04, 0.34262E+04, 0.35358E+04, 0.36468E+04, 0.37593E+04, 0.38732E+04, 0.39885E+04, 0.41054E+04, 0.42237E+04, 0.43436E+04, 0.44649E+04, 0.45877E+04, 0.47121E+04, 0.48379E+04, 0.49654E+04, 0.50943E+04, 0.52248E+04, 0.53568E+04, 0.54904E+04, 0.56255E+04, 0.57622E+04, 0.59004E+04, 0.60403E+04, 0.61816E+04, 0.63246E+04, 0.64692E+04, 0.66152E+04, 0.67630E+04, 0.69123E+04, 0.70631E+04, 0.72156E+04, 0.73696E+04, 0.75253E+04, 0.76825E+04, 0.78414E+04, 0.80018E+04, 0.81638E+04, 0.83275E+04, 0.84927E+04, 0.86596E+04, 0.88280E+04, 0.89981E+04, 0.91698E+04, 0.93430E+04, 0.95180E+04, 0.96945E+04, 0.98726E+04, 0.10052E+05, 0.10234E+05, 0.10417E+05, 0.10601E+05, 0.10788E+05, 0.10975E+05, 0.11165E+05, 0.11356E+05, 0.11549E+05, 0.11743E+05, 0.11939E+05, 0.12137E+05, 0.12336E+05, 0.12537E+05, 0.12739E+05, 0.12943E+05, 0.13149E+05, 0.13356E+05, 0.13565E+05, 0.13776E+05, 0.13988E+05, 0.14202E+05, 0.14418E+05, 0.14635E+05, 0.14853E+05, 0.15074E+05, 0.15296E+05, 0.15520E+05, 0.15745E+05, 0.15972E+05, 0.16200E+05, 0.16431E+05, 0.16663E+05, 0.16896E+05, 0.17131E+05]) # --------------- NO 48: M = 8, I = 3 --------------------- M = 8 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(3.) TIPS_ISO_HASH[(M,I)] = float32([0.16695E+03, 0.25269E+03, 0.34876E+03, 0.45239E+03, 0.56148E+03, 0.67455E+03, 0.79059E+03, 0.90891E+03, 0.10290E+04, 0.11506E+04, 0.12733E+04, 0.13971E+04, 0.15219E+04, 0.16476E+04, 0.17742E+04, 0.19017E+04, 0.20302E+04, 0.21598E+04, 0.22904E+04, 0.24223E+04, 0.25553E+04, 0.26897E+04, 0.28255E+04, 0.29628E+04, 0.31016E+04, 0.32420E+04, 0.33842E+04, 0.35280E+04, 0.36736E+04, 0.38211E+04, 0.39704E+04, 0.41217E+04, 0.42750E+04, 0.44302E+04, 0.45876E+04, 0.47469E+04, 0.49084E+04, 0.50720E+04, 0.52378E+04, 0.54058E+04, 0.55759E+04, 0.57483E+04, 0.59230E+04, 0.60999E+04, 0.62791E+04, 0.64605E+04, 0.66443E+04, 0.68304E+04, 0.70187E+04, 0.72095E+04, 0.74026E+04, 0.75980E+04, 0.77958E+04, 0.79960E+04, 0.81986E+04, 0.84036E+04, 0.86109E+04, 0.88207E+04, 0.90328E+04, 0.92474E+04, 0.94644E+04, 0.96839E+04, 0.99057E+04, 0.10130E+05, 0.10357E+05, 0.10586E+05, 0.10817E+05, 0.11052E+05, 0.11288E+05, 0.11527E+05, 0.11768E+05, 0.12012E+05, 0.12259E+05, 0.12507E+05, 0.12759E+05, 0.13012E+05, 0.13269E+05, 0.13527E+05, 0.13788E+05, 0.14052E+05, 0.14318E+05, 0.14587E+05, 0.14858E+05, 0.15131E+05, 0.15408E+05, 0.15686E+05, 0.15967E+05, 0.16251E+05, 0.16537E+05, 0.16825E+05, 0.17116E+05, 0.17410E+05, 0.17706E+05, 0.18004E+05, 0.18305E+05, 0.18609E+05, 0.18915E+05, 0.19224E+05, 0.19535E+05, 0.19848E+05, 0.20164E+05, 0.20483E+05, 0.20804E+05, 0.21127E+05, 0.21453E+05, 0.21782E+05, 0.22113E+05, 0.22447E+05, 0.22783E+05, 0.23122E+05, 0.23463E+05, 0.23807E+05, 0.24153E+05, 0.24502E+05, 0.24853E+05, 0.25207E+05, 0.25563E+05, 0.25922E+05, 0.26283E+05]) # --------------- SO2 626: M = 9, I = 1 --------------------- M = 9 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.52899E+03, 0.89171E+03, 0.13139E+04, 0.17915E+04, 0.23246E+04, 0.29155E+04, 0.35675E+04, 0.42848E+04, 0.50723E+04, 0.59352E+04, 0.68794E+04, 0.79109E+04, 0.90366E+04, 0.10264E+05, 0.11599E+05, 0.13052E+05, 0.14629E+05, 0.16340E+05, 0.18193E+05, 0.20199E+05, 0.22366E+05, 0.24704E+05, 0.27225E+05, 0.29938E+05, 0.32855E+05, 0.35987E+05, 0.39346E+05, 0.42944E+05, 0.46794E+05, 0.50909E+05, 0.55302E+05, 0.59986E+05, 0.64977E+05, 0.70288E+05, 0.75934E+05, 0.81931E+05, 0.88294E+05, 0.95040E+05, 0.10219E+06, 0.10975E+06, 0.11774E+06, 0.12619E+06, 0.13511E+06, 0.14452E+06, 0.15443E+06, 0.16487E+06, 0.17586E+06, 0.18742E+06, 0.19957E+06, 0.21234E+06, 0.22573E+06, 0.23978E+06, 0.25451E+06, 0.26995E+06, 0.28611E+06, 0.30302E+06, 0.32071E+06, 0.33920E+06, 0.35852E+06, 0.37869E+06, 0.39974E+06, 0.42171E+06, 0.44461E+06, 0.46848E+06, 0.49334E+06, 0.51922E+06, 0.54617E+06, 0.57419E+06, 0.60334E+06, 0.63363E+06, 0.66511E+06, 0.69780E+06, 0.73174E+06, 0.76696E+06, 0.80349E+06, 0.84138E+06, 0.88066E+06, 0.92136E+06, 0.96352E+06, 0.10072E+07, 0.10524E+07, 0.10992E+07, 0.11475E+07, 0.11976E+07, 0.12493E+07, 0.13028E+07, 0.13580E+07, 0.14151E+07, 0.14741E+07, 0.15349E+07, 0.15977E+07, 0.16625E+07, 0.17293E+07, 0.17982E+07, 0.18693E+07, 0.19425E+07, 0.20180E+07, 0.20958E+07, 0.21758E+07, 0.22583E+07, 0.23432E+07, 0.24305E+07, 0.25204E+07, 0.26129E+07, 0.27080E+07, 0.28058E+07, 0.29064E+07, 0.30097E+07, 0.31159E+07, 0.32250E+07, 0.33371E+07, 0.34522E+07, 0.35705E+07, 0.36918E+07, 0.38164E+07, 0.39442E+07, 0.40754E+07, 0.42099E+07, 0.43479E+07]) # --------------- SO2 646: M = 9, I = 2 --------------------- M = 9 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.53140E+03, 0.89578E+03, 0.13199E+04, 0.17997E+04, 0.23353E+04, 0.29288E+04, 0.35837E+04, 0.43043E+04, 0.50953E+04, 0.59621E+04, 0.69104E+04, 0.79465E+04, 0.90772E+04, 0.10310E+05, 0.11651E+05, 0.13110E+05, 0.14694E+05, 0.16413E+05, 0.18274E+05, 0.20289E+05, 0.22465E+05, 0.24814E+05, 0.27345E+05, 0.30070E+05, 0.33000E+05, 0.36145E+05, 0.39519E+05, 0.43133E+05, 0.46999E+05, 0.51132E+05, 0.55544E+05, 0.60248E+05, 0.65260E+05, 0.70594E+05, 0.76264E+05, 0.82287E+05, 0.88678E+05, 0.95453E+05, 0.10263E+06, 0.11022E+06, 0.11825E+06, 0.12674E+06, 0.13569E+06, 0.14514E+06, 0.15510E+06, 0.16558E+06, 0.17662E+06, 0.18823E+06, 0.20043E+06, 0.21325E+06, 0.22670E+06, 0.24081E+06, 0.25561E+06, 0.27111E+06, 0.28733E+06, 0.30432E+06, 0.32208E+06, 0.34065E+06, 0.36005E+06, 0.38031E+06, 0.40145E+06, 0.42351E+06, 0.44651E+06, 0.47047E+06, 0.49544E+06, 0.52144E+06, 0.54849E+06, 0.57664E+06, 0.60591E+06, 0.63633E+06, 0.66794E+06, 0.70077E+06, 0.73485E+06, 0.77022E+06, 0.80691E+06, 0.84496E+06, 0.88440E+06, 0.92527E+06, 0.96761E+06, 0.10115E+07, 0.10568E+07, 0.11038E+07, 0.11524E+07, 0.12027E+07, 0.12546E+07, 0.13083E+07, 0.13638E+07, 0.14211E+07, 0.14803E+07, 0.15414E+07, 0.16045E+07, 0.16695E+07, 0.17366E+07, 0.18059E+07, 0.18772E+07, 0.19507E+07, 0.20265E+07, 0.21046E+07, 0.21850E+07, 0.22678E+07, 0.23531E+07, 0.24408E+07, 0.25310E+07, 0.26239E+07, 0.27194E+07, 0.28176E+07, 0.29186E+07, 0.30224E+07, 0.31290E+07, 0.32386E+07, 0.33512E+07, 0.34668E+07, 0.35855E+07, 0.37074E+07, 0.38324E+07, 0.39608E+07, 0.40925E+07, 0.42276E+07, 0.43662E+07]) # --------------- NO2 646: M = 10, I = 1 --------------------- M = 10 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(3.) TIPS_ISO_HASH[(M,I)] = float32([0.12046E+04, 0.20297E+04, 0.29875E+04, 0.40626E+04, 0.52463E+04, 0.65350E+04, 0.79286E+04, 0.94298E+04, 0.11043E+05, 0.12776E+05, 0.14634E+05, 0.16627E+05, 0.18765E+05, 0.21056E+05, 0.23511E+05, 0.26143E+05, 0.28961E+05, 0.31979E+05, 0.35209E+05, 0.38663E+05, 0.42355E+05, 0.46300E+05, 0.50510E+05, 0.55001E+05, 0.59787E+05, 0.64884E+05, 0.70308E+05, 0.76075E+05, 0.82201E+05, 0.88704E+05, 0.95602E+05, 0.10291E+06, 0.11065E+06, 0.11884E+06, 0.12750E+06, 0.13665E+06, 0.14631E+06, 0.15650E+06, 0.16724E+06, 0.17856E+06, 0.19047E+06, 0.20301E+06, 0.21618E+06, 0.23002E+06, 0.24456E+06, 0.25981E+06, 0.27580E+06, 0.29256E+06, 0.31012E+06, 0.32850E+06, 0.34773E+06, 0.36784E+06, 0.38886E+06, 0.41082E+06, 0.43374E+06, 0.45766E+06, 0.48262E+06, 0.50863E+06, 0.53574E+06, 0.56398E+06, 0.59339E+06, 0.62398E+06, 0.65581E+06, 0.68891E+06, 0.72331E+06, 0.75905E+06, 0.79617E+06, 0.83470E+06, 0.87469E+06, 0.91617E+06, 0.95919E+06, 0.10038E+07, 0.10500E+07, 0.10979E+07, 0.11474E+07, 0.11988E+07, 0.12519E+07, 0.13068E+07, 0.13636E+07, 0.14224E+07, 0.14831E+07, 0.15459E+07, 0.16107E+07, 0.16776E+07, 0.17467E+07, 0.18180E+07, 0.18916E+07, 0.19675E+07, 0.20458E+07, 0.21265E+07, 0.22097E+07, 0.22954E+07, 0.23837E+07, 0.24747E+07, 0.25684E+07, 0.26648E+07, 0.27641E+07, 0.28662E+07, 0.29713E+07, 0.30794E+07, 0.31905E+07, 0.33048E+07, 0.34223E+07, 0.35430E+07, 0.36670E+07, 0.37944E+07, 0.39253E+07, 0.40597E+07, 0.41976E+07, 0.43393E+07, 0.44846E+07, 0.46337E+07, 0.47867E+07, 0.49437E+07, 0.51046E+07, 0.52696E+07, 0.54388E+07, 0.56122E+07, 0.57900E+07]) # --------------- NH3 4111: M = 11, I = 1 --------------------- M = 11 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(3.) TIPS_ISO_HASH[(M,I)] = float32([0.16013E+03, 0.26692E+03, 0.39067E+03, 0.52933E+03, 0.68153E+03, 0.84641E+03, 0.10234E+04, 0.12125E+04, 0.14136E+04, 0.16272E+04, 0.18537E+04, 0.20937E+04, 0.23481E+04, 0.26177E+04, 0.29035E+04, 0.32065E+04, 0.35279E+04, 0.38688E+04, 0.42304E+04, 0.46141E+04, 0.50212E+04, 0.54531E+04, 0.59114E+04, 0.63976E+04, 0.69133E+04, 0.74602E+04, 0.80401E+04, 0.86549E+04, 0.93066E+04, 0.99971E+04, 0.10729E+05, 0.11504E+05, 0.12324E+05, 0.13193E+05, 0.14112E+05, 0.15085E+05, 0.16114E+05, 0.17201E+05, 0.18352E+05, 0.19567E+05, 0.20851E+05, 0.22208E+05, 0.23640E+05, 0.25152E+05, 0.26747E+05, 0.28430E+05, 0.30205E+05, 0.32077E+05, 0.34050E+05, 0.36128E+05, 0.38317E+05, 0.40623E+05, 0.43050E+05, 0.45605E+05, 0.48292E+05, 0.51119E+05, 0.54091E+05, 0.57215E+05, 0.60498E+05, 0.63947E+05, 0.67569E+05, 0.71372E+05, 0.75364E+05, 0.79552E+05, 0.83946E+05, 0.88553E+05, 0.93384E+05, 0.98447E+05, 0.10375E+06, 0.10931E+06, 0.11513E+06, 0.12122E+06, 0.12760E+06, 0.13427E+06, 0.14125E+06, 0.14855E+06, 0.15619E+06, 0.16417E+06, 0.17250E+06, 0.18121E+06, 0.19031E+06, 0.19981E+06, 0.20973E+06, 0.22008E+06, 0.23088E+06, 0.24215E+06, 0.25390E+06, 0.26615E+06, 0.27892E+06, 0.29223E+06, 0.30610E+06, 0.32055E+06, 0.33559E+06, 0.35125E+06, 0.36756E+06, 0.38453E+06, 0.40219E+06, 0.42056E+06, 0.43967E+06, 0.45953E+06, 0.48019E+06, 0.50165E+06, 0.52396E+06, 0.54714E+06, 0.57122E+06, 0.59622E+06, 0.62218E+06, 0.64913E+06, 0.67710E+06, 0.70613E+06, 0.73624E+06, 0.76748E+06, 0.79988E+06, 0.83347E+06, 0.86829E+06, 0.90439E+06, 0.94180E+06, 0.98056E+06, 0.10207E+07]) # --------------- NH3 5111: M = 11, I = 2 --------------------- M = 11 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.10697E+03, 0.17832E+03, 0.26100E+03, 0.35364E+03, 0.45533E+03, 0.56549E+03, 0.68377E+03, 0.81007E+03, 0.94447E+03, 0.10872E+04, 0.12385E+04, 0.13988E+04, 0.15688E+04, 0.17490E+04, 0.19399E+04, 0.21424E+04, 0.23571E+04, 0.25848E+04, 0.28264E+04, 0.30828E+04, 0.33548E+04, 0.36434E+04, 0.39496E+04, 0.42745E+04, 0.46190E+04, 0.49845E+04, 0.53720E+04, 0.57828E+04, 0.62182E+04, 0.66796E+04, 0.71684E+04, 0.76862E+04, 0.82344E+04, 0.88149E+04, 0.94292E+04, 0.10079E+05, 0.10767E+05, 0.11494E+05, 0.12262E+05, 0.13074E+05, 0.13932E+05, 0.14839E+05, 0.15796E+05, 0.16806E+05, 0.17872E+05, 0.18997E+05, 0.20183E+05, 0.21434E+05, 0.22752E+05, 0.24141E+05, 0.25604E+05, 0.27145E+05, 0.28767E+05, 0.30475E+05, 0.32271E+05, 0.34160E+05, 0.36146E+05, 0.38234E+05, 0.40428E+05, 0.42733E+05, 0.45154E+05, 0.47696E+05, 0.50364E+05, 0.53163E+05, 0.56100E+05, 0.59180E+05, 0.62408E+05, 0.65792E+05, 0.69339E+05, 0.73053E+05, 0.76943E+05, 0.81016E+05, 0.85279E+05, 0.89740E+05, 0.94406E+05, 0.99287E+05, 0.10439E+06, 0.10972E+06, 0.11530E+06, 0.12112E+06, 0.12720E+06, 0.13355E+06, 0.14018E+06, 0.14711E+06, 0.15433E+06, 0.16186E+06, 0.16971E+06, 0.17791E+06, 0.18645E+06, 0.19534E+06, 0.20462E+06, 0.21428E+06, 0.22434E+06, 0.23481E+06, 0.24572E+06, 0.25706E+06, 0.26887E+06, 0.28116E+06, 0.29393E+06, 0.30722E+06, 0.32103E+06, 0.33539E+06, 0.35031E+06, 0.36581E+06, 0.38191E+06, 0.39864E+06, 0.41600E+06, 0.43403E+06, 0.45274E+06, 0.47215E+06, 0.49230E+06, 0.51319E+06, 0.53487E+06, 0.55734E+06, 0.58064E+06, 0.60478E+06, 0.62981E+06, 0.65574E+06, 0.68260E+06]) # --------------- HNO3 146: M = 12, I = 1 --------------------- M = 12 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.15010E+05, 0.25316E+05, 0.37374E+05, 0.51216E+05, 0.67105E+05, 0.85473E+05, 0.10688E+06, 0.13201E+06, 0.16165E+06, 0.19671E+06, 0.23825E+06, 0.28749E+06, 0.34583E+06, 0.41490E+06, 0.49657E+06, 0.59302E+06, 0.70673E+06, 0.84054E+06, 0.99775E+06, 0.11821E+07, 0.13978E+07, 0.16498E+07, 0.19436E+07, 0.22855E+07, 0.26825E+07, 0.31428E+07, 0.36753E+07, 0.42903E+07, 0.49993E+07, 0.58151E+07, 0.67523E+07, 0.78269E+07, 0.90572E+07, 0.10463E+08, 0.12067E+08, 0.13895E+08, 0.15973E+08, 0.18333E+08, 0.21009E+08, 0.24039E+08, 0.27464E+08, 0.31331E+08, 0.35690E+08, 0.40597E+08, 0.46115E+08, 0.52310E+08, 0.59257E+08, 0.67037E+08, 0.75739E+08, 0.85461E+08, 0.96310E+08, 0.10840E+09, 0.12186E+09, 0.13683E+09, 0.15346E+09, 0.17191E+09, 0.19236E+09, 0.21501E+09, 0.24006E+09, 0.26774E+09, 0.29830E+09, 0.33200E+09, 0.36914E+09, 0.41002E+09, 0.45498E+09, 0.50438E+09, 0.55862E+09, 0.61812E+09, 0.68332E+09, 0.75473E+09, 0.83286E+09, 0.91828E+09, 0.10116E+10, 0.11134E+10, 0.12245E+10, 0.13456E+10, 0.14775E+10, 0.16210E+10, 0.17771E+10, 0.19467E+10, 0.21309E+10, 0.23309E+10, 0.25477E+10, 0.27827E+10, 0.30372E+10, 0.33127E+10, 0.36107E+10, 0.39329E+10, 0.42809E+10, 0.46567E+10, 0.50623E+10, 0.54997E+10, 0.59711E+10, 0.64789E+10, 0.70257E+10, 0.76140E+10, 0.82468E+10, 0.89269E+10, 0.96575E+10, 0.10442E+11, 0.11284E+11, 0.12187E+11, 0.13155E+11, 0.14193E+11, 0.15304E+11, 0.16494E+11, 0.17767E+11, 0.19129E+11, 0.20585E+11, 0.22140E+11, 0.23802E+11, 0.25576E+11, 0.27469E+11, 0.29489E+11, 0.31642E+11, 0.33937E+11, 0.36382E+11, 0.38985E+11, 0.41757E+11]) # --------------- HNO3 156: M = 12, I = 2 --------------------- NOT IN TIPS-2011 M = 12 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(0.) TIPS_ISO_HASH[(M,I)] = float32([0.]) # --------------- OH 61: M = 13, I = 1 --------------------- M = 13 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.20066E+02, 0.24774E+02, 0.30309E+02, 0.36357E+02, 0.42745E+02, 0.49371E+02, 0.56168E+02, 0.63093E+02, 0.70116E+02, 0.77217E+02, 0.84380E+02, 0.91594E+02, 0.98850E+02, 0.10614E+03, 0.11346E+03, 0.12081E+03, 0.12818E+03, 0.13557E+03, 0.14298E+03, 0.15041E+03, 0.15785E+03, 0.16531E+03, 0.17278E+03, 0.18027E+03, 0.18778E+03, 0.19530E+03, 0.20284E+03, 0.21040E+03, 0.21797E+03, 0.22556E+03, 0.23318E+03, 0.24082E+03, 0.24848E+03, 0.25617E+03, 0.26389E+03, 0.27163E+03, 0.27941E+03, 0.28721E+03, 0.29505E+03, 0.30292E+03, 0.31084E+03, 0.31878E+03, 0.32677E+03, 0.33480E+03, 0.34287E+03, 0.35099E+03, 0.35915E+03, 0.36736E+03, 0.37561E+03, 0.38391E+03, 0.39227E+03, 0.40067E+03, 0.40913E+03, 0.41764E+03, 0.42620E+03, 0.43482E+03, 0.44350E+03, 0.45223E+03, 0.46102E+03, 0.46987E+03, 0.47878E+03, 0.48775E+03, 0.49679E+03, 0.50588E+03, 0.51503E+03, 0.52425E+03, 0.53354E+03, 0.54288E+03, 0.55229E+03, 0.56177E+03, 0.57132E+03, 0.58092E+03, 0.59060E+03, 0.60035E+03, 0.61016E+03, 0.62004E+03, 0.62999E+03, 0.64001E+03, 0.65010E+03, 0.66025E+03, 0.67049E+03, 0.68078E+03, 0.69115E+03, 0.70160E+03, 0.71211E+03, 0.72269E+03, 0.73335E+03, 0.74408E+03, 0.75488E+03, 0.76576E+03, 0.77671E+03, 0.78773E+03, 0.79883E+03, 0.81000E+03, 0.82124E+03, 0.83256E+03, 0.84396E+03, 0.85542E+03, 0.86696E+03, 0.87858E+03, 0.89027E+03, 0.90204E+03, 0.91389E+03, 0.92580E+03, 0.93781E+03, 0.94988E+03, 0.96203E+03, 0.97425E+03, 0.98656E+03, 0.99893E+03, 0.10114E+04, 0.10239E+04, 0.10365E+04, 0.10492E+04, 0.10620E+04, 0.10748E+04, 0.10878E+04, 0.11007E+04, 0.11138E+04]) # --------------- OH 81: M = 13, I = 2 --------------------- M = 13 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.20124E+02, 0.24876E+02, 0.30457E+02, 0.36553E+02, 0.42991E+02, 0.49666E+02, 0.56513E+02, 0.63489E+02, 0.70563E+02, 0.77715E+02, 0.84929E+02, 0.92195E+02, 0.99504E+02, 0.10685E+03, 0.11423E+03, 0.12164E+03, 0.12907E+03, 0.13654E+03, 0.14403E+03, 0.15154E+03, 0.15909E+03, 0.16666E+03, 0.17427E+03, 0.18191E+03, 0.18959E+03, 0.19731E+03, 0.20507E+03, 0.21287E+03, 0.22073E+03, 0.22863E+03, 0.23658E+03, 0.24459E+03, 0.25266E+03, 0.26078E+03, 0.26897E+03, 0.27722E+03, 0.28554E+03, 0.29393E+03, 0.30238E+03, 0.31091E+03, 0.31952E+03, 0.32820E+03, 0.33696E+03, 0.34579E+03, 0.35471E+03, 0.36371E+03, 0.37279E+03, 0.38196E+03, 0.39121E+03, 0.40055E+03, 0.40998E+03, 0.41949E+03, 0.42910E+03, 0.43879E+03, 0.44858E+03, 0.45845E+03, 0.46843E+03, 0.47849E+03, 0.48865E+03, 0.49890E+03, 0.50924E+03, 0.51969E+03, 0.53022E+03, 0.54086E+03, 0.55159E+03, 0.56242E+03, 0.57335E+03, 0.58437E+03, 0.59550E+03, 0.60673E+03, 0.61805E+03, 0.62947E+03, 0.64100E+03, 0.65263E+03, 0.66435E+03, 0.67618E+03, 0.68811E+03, 0.70014E+03, 0.71228E+03, 0.72451E+03, 0.73685E+03, 0.74929E+03, 0.76184E+03, 0.77449E+03, 0.78724E+03, 0.80009E+03, 0.81306E+03, 0.82612E+03, 0.83929E+03, 0.85256E+03, 0.86594E+03, 0.87942E+03, 0.89301E+03, 0.90670E+03, 0.92050E+03, 0.93440E+03, 0.94841E+03, 0.96253E+03, 0.97675E+03, 0.99108E+03, 0.10055E+04, 0.10201E+04, 0.10347E+04, 0.10495E+04, 0.10643E+04, 0.10793E+04, 0.10944E+04, 0.11096E+04, 0.11248E+04, 0.11402E+04, 0.11558E+04, 0.11714E+04, 0.11871E+04, 0.12029E+04, 0.12189E+04, 0.12349E+04, 0.12511E+04, 0.12673E+04, 0.12837E+04]) # --------------- OH 62: M = 13, I = 3 --------------------- M = 13 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(3.) TIPS_ISO_HASH[(M,I)] = float32([0.41032E+02, 0.54704E+02, 0.70201E+02, 0.86985E+02, 0.10469E+03, 0.12306E+03, 0.14194E+03, 0.16119E+03, 0.18075E+03, 0.20054E+03, 0.22053E+03, 0.24068E+03, 0.26096E+03, 0.28135E+03, 0.30183E+03, 0.32241E+03, 0.34305E+03, 0.36376E+03, 0.38453E+03, 0.40535E+03, 0.42622E+03, 0.44714E+03, 0.46811E+03, 0.48913E+03, 0.51019E+03, 0.53131E+03, 0.55246E+03, 0.57368E+03, 0.59495E+03, 0.61627E+03, 0.63766E+03, 0.65912E+03, 0.68064E+03, 0.70223E+03, 0.72390E+03, 0.74565E+03, 0.76749E+03, 0.78941E+03, 0.81143E+03, 0.83355E+03, 0.85578E+03, 0.87810E+03, 0.90054E+03, 0.92310E+03, 0.94577E+03, 0.96857E+03, 0.99149E+03, 0.10145E+04, 0.10377E+04, 0.10611E+04, 0.10845E+04, 0.11081E+04, 0.11319E+04, 0.11558E+04, 0.11798E+04, 0.12040E+04, 0.12284E+04, 0.12529E+04, 0.12776E+04, 0.13025E+04, 0.13275E+04, 0.13527E+04, 0.13781E+04, 0.14036E+04, 0.14293E+04, 0.14552E+04, 0.14813E+04, 0.15076E+04, 0.15340E+04, 0.15606E+04, 0.15874E+04, 0.16144E+04, 0.16416E+04, 0.16690E+04, 0.16965E+04, 0.17243E+04, 0.17522E+04, 0.17804E+04, 0.18087E+04, 0.18373E+04, 0.18660E+04, 0.18949E+04, 0.19241E+04, 0.19534E+04, 0.19829E+04, 0.20127E+04, 0.20426E+04, 0.20727E+04, 0.21031E+04, 0.21336E+04, 0.21644E+04, 0.21954E+04, 0.22266E+04, 0.22579E+04, 0.22895E+04, 0.23213E+04, 0.23534E+04, 0.23856E+04, 0.24180E+04, 0.24506E+04, 0.24835E+04, 0.25166E+04, 0.25499E+04, 0.25834E+04, 0.26171E+04, 0.26510E+04, 0.26852E+04, 0.27195E+04, 0.27541E+04, 0.27889E+04, 0.28239E+04, 0.28592E+04, 0.28946E+04, 0.29303E+04, 0.29661E+04, 0.30023E+04, 0.30386E+04, 0.30751E+04, 0.31119E+04]) # --------------- HF 19: M = 14, I = 1 --------------------- M = 14 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(4.) TIPS_ISO_HASH[(M,I)] = float32([0.95958E+01, 0.12933E+02, 0.16295E+02, 0.19666E+02, 0.23043E+02, 0.26425E+02, 0.29809E+02, 0.33195E+02, 0.36584E+02, 0.39974E+02, 0.43366E+02, 0.46759E+02, 0.50154E+02, 0.53550E+02, 0.56947E+02, 0.60346E+02, 0.63746E+02, 0.67148E+02, 0.70550E+02, 0.73955E+02, 0.77361E+02, 0.80769E+02, 0.84179E+02, 0.87591E+02, 0.91006E+02, 0.94424E+02, 0.97846E+02, 0.10127E+03, 0.10470E+03, 0.10813E+03, 0.11157E+03, 0.11502E+03, 0.11847E+03, 0.12193E+03, 0.12540E+03, 0.12888E+03, 0.13236E+03, 0.13586E+03, 0.13936E+03, 0.14288E+03, 0.14641E+03, 0.14995E+03, 0.15351E+03, 0.15708E+03, 0.16066E+03, 0.16426E+03, 0.16788E+03, 0.17151E+03, 0.17516E+03, 0.17882E+03, 0.18251E+03, 0.18621E+03, 0.18994E+03, 0.19368E+03, 0.19745E+03, 0.20123E+03, 0.20504E+03, 0.20887E+03, 0.21272E+03, 0.21659E+03, 0.22049E+03, 0.22441E+03, 0.22836E+03, 0.23233E+03, 0.23632E+03, 0.24034E+03, 0.24439E+03, 0.24846E+03, 0.25255E+03, 0.25668E+03, 0.26083E+03, 0.26501E+03, 0.26921E+03, 0.27344E+03, 0.27770E+03, 0.28199E+03, 0.28631E+03, 0.29066E+03, 0.29503E+03, 0.29944E+03, 0.30387E+03, 0.30833E+03, 0.31282E+03, 0.31735E+03, 0.32190E+03, 0.32648E+03, 0.33110E+03, 0.33574E+03, 0.34042E+03, 0.34512E+03, 0.34986E+03, 0.35463E+03, 0.35943E+03, 0.36426E+03, 0.36913E+03, 0.37402E+03, 0.37895E+03, 0.38391E+03, 0.38891E+03, 0.39393E+03, 0.39899E+03, 0.40408E+03, 0.40921E+03, 0.41436E+03, 0.41955E+03, 0.42478E+03, 0.43004E+03, 0.43533E+03, 0.44065E+03, 0.44601E+03, 0.45140E+03, 0.45683E+03, 0.46229E+03, 0.46779E+03, 0.47332E+03, 0.47888E+03, 0.48448E+03, 0.49011E+03, 0.49578E+03]) # --------------- HF 29: M = 14, I = 2 --------------------- not in TIPS-2011 M = 14 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(0.) TIPS_ISO_HASH[(M,I)] = float32([0.]) # --------------- HСl 15: M = 15, I = 1 -------------------- M = 15 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(8.) TIPS_ISO_HASH[(M,I)] = float32([0.34775E+02, 0.48060E+02, 0.61370E+02, 0.74692E+02, 0.88024E+02, 0.10136E+03, 0.11471E+03, 0.12806E+03, 0.14141E+03, 0.15478E+03, 0.16814E+03, 0.18151E+03, 0.19489E+03, 0.20827E+03, 0.22166E+03, 0.23506E+03, 0.24847E+03, 0.26189E+03, 0.27533E+03, 0.28878E+03, 0.30225E+03, 0.31575E+03, 0.32928E+03, 0.34284E+03, 0.35645E+03, 0.37009E+03, 0.38378E+03, 0.39753E+03, 0.41134E+03, 0.42521E+03, 0.43914E+03, 0.45316E+03, 0.46725E+03, 0.48142E+03, 0.49568E+03, 0.51003E+03, 0.52448E+03, 0.53902E+03, 0.55368E+03, 0.56843E+03, 0.58330E+03, 0.59829E+03, 0.61339E+03, 0.62862E+03, 0.64396E+03, 0.65944E+03, 0.67504E+03, 0.69078E+03, 0.70665E+03, 0.72265E+03, 0.73880E+03, 0.75508E+03, 0.77151E+03, 0.78809E+03, 0.80481E+03, 0.82168E+03, 0.83870E+03, 0.85587E+03, 0.87320E+03, 0.89068E+03, 0.90832E+03, 0.92611E+03, 0.94407E+03, 0.96218E+03, 0.98046E+03, 0.99889E+03, 0.10175E+04, 0.10363E+04, 0.10552E+04, 0.10743E+04, 0.10936E+04, 0.11130E+04, 0.11326E+04, 0.11524E+04, 0.11723E+04, 0.11924E+04, 0.12127E+04, 0.12332E+04, 0.12538E+04, 0.12746E+04, 0.12956E+04, 0.13168E+04, 0.13381E+04, 0.13597E+04, 0.13814E+04, 0.14032E+04, 0.14253E+04, 0.14475E+04, 0.14700E+04, 0.14926E+04, 0.15153E+04, 0.15383E+04, 0.15615E+04, 0.15848E+04, 0.16083E+04, 0.16320E+04, 0.16559E+04, 0.16800E+04, 0.17043E+04, 0.17287E+04, 0.17533E+04, 0.17782E+04, 0.18032E+04, 0.18284E+04, 0.18538E+04, 0.18794E+04, 0.19051E+04, 0.19311E+04, 0.19573E+04, 0.19836E+04, 0.20102E+04, 0.20369E+04, 0.20638E+04, 0.20910E+04, 0.21183E+04, 0.21458E+04, 0.21735E+04, 0.22014E+04, 0.22295E+04]) # --------------- HСl 17: M = 15, I = 2 --------------------- M = 15 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(8.) TIPS_ISO_HASH[(M,I)] = float32([0.34823E+02, 0.48128E+02, 0.61458E+02, 0.74801E+02, 0.88152E+02, 0.10151E+03, 0.11488E+03, 0.12825E+03, 0.14162E+03, 0.15500E+03, 0.16839E+03, 0.18178E+03, 0.19518E+03, 0.20858E+03, 0.22199E+03, 0.23541E+03, 0.24884E+03, 0.26228E+03, 0.27574E+03, 0.28921E+03, 0.30270E+03, 0.31622E+03, 0.32977E+03, 0.34336E+03, 0.35698E+03, 0.37065E+03, 0.38436E+03, 0.39813E+03, 0.41196E+03, 0.42585E+03, 0.43981E+03, 0.45384E+03, 0.46796E+03, 0.48215E+03, 0.49644E+03, 0.51081E+03, 0.52528E+03, 0.53986E+03, 0.55453E+03, 0.56932E+03, 0.58421E+03, 0.59922E+03, 0.61435E+03, 0.62960E+03, 0.64498E+03, 0.66048E+03, 0.67611E+03, 0.69187E+03, 0.70777E+03, 0.72381E+03, 0.73998E+03, 0.75630E+03, 0.77276E+03, 0.78936E+03, 0.80612E+03, 0.82302E+03, 0.84007E+03, 0.85727E+03, 0.87463E+03, 0.89215E+03, 0.90982E+03, 0.92765E+03, 0.94563E+03, 0.96378E+03, 0.98209E+03, 0.10006E+04, 0.10192E+04, 0.10380E+04, 0.10570E+04, 0.10761E+04, 0.10954E+04, 0.11149E+04, 0.11345E+04, 0.11543E+04, 0.11743E+04, 0.11945E+04, 0.12148E+04, 0.12353E+04, 0.12560E+04, 0.12768E+04, 0.12979E+04, 0.13191E+04, 0.13405E+04, 0.13620E+04, 0.13838E+04, 0.14057E+04, 0.14278E+04, 0.14501E+04, 0.14726E+04, 0.14952E+04, 0.15180E+04, 0.15410E+04, 0.15642E+04, 0.15876E+04, 0.16112E+04, 0.16349E+04, 0.16589E+04, 0.16830E+04, 0.17073E+04, 0.17318E+04, 0.17565E+04, 0.17814E+04, 0.18064E+04, 0.18317E+04, 0.18572E+04, 0.18828E+04, 0.19086E+04, 0.19346E+04, 0.19609E+04, 0.19873E+04, 0.20139E+04, 0.20406E+04, 0.20676E+04, 0.20948E+04, 0.21222E+04, 0.21498E+04, 0.21775E+04, 0.22055E+04, 0.22337E+04]) # --------------- HСl 25: M = 15, I = 3 --------------------- not in TIPS-2011 M = 15 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(0.) TIPS_ISO_HASH[(M,I)] = float32([0.]) # --------------- HСl 27: M = 15, I = 4 --------------------- not in TIPS-2011 M = 15 I = 4 TIPS_GSI_HASH[(M,I)] = __FloatType__(0.) TIPS_ISO_HASH[(M,I)] = float32([0.]) # --------------- HBr 19: M = 16, I = 1 --------------------- M = 16 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(8.) TIPS_ISO_HASH[(M,I)] = float32([0.42744E+02, 0.59373E+02, 0.76023E+02, 0.92685E+02, 0.10936E+03, 0.12604E+03, 0.14272E+03, 0.15942E+03, 0.17612E+03, 0.19282E+03, 0.20954E+03, 0.22626E+03, 0.24299E+03, 0.25973E+03, 0.27648E+03, 0.29325E+03, 0.31004E+03, 0.32686E+03, 0.34371E+03, 0.36060E+03, 0.37753E+03, 0.39451E+03, 0.41156E+03, 0.42868E+03, 0.44587E+03, 0.46314E+03, 0.48051E+03, 0.49798E+03, 0.51556E+03, 0.53325E+03, 0.55106E+03, 0.56900E+03, 0.58708E+03, 0.60530E+03, 0.62367E+03, 0.64219E+03, 0.66088E+03, 0.67972E+03, 0.69874E+03, 0.71793E+03, 0.73730E+03, 0.75685E+03, 0.77659E+03, 0.79652E+03, 0.81664E+03, 0.83696E+03, 0.85748E+03, 0.87820E+03, 0.89914E+03, 0.92028E+03, 0.94163E+03, 0.96319E+03, 0.98498E+03, 0.10070E+04, 0.10292E+04, 0.10516E+04, 0.10743E+04, 0.10972E+04, 0.11203E+04, 0.11437E+04, 0.11673E+04, 0.11911E+04, 0.12151E+04, 0.12394E+04, 0.12640E+04, 0.12887E+04, 0.13137E+04, 0.13390E+04, 0.13645E+04, 0.13902E+04, 0.14162E+04, 0.14424E+04, 0.14689E+04, 0.14956E+04, 0.15226E+04, 0.15498E+04, 0.15773E+04, 0.16050E+04, 0.16330E+04, 0.16612E+04, 0.16897E+04, 0.17185E+04, 0.17475E+04, 0.17767E+04, 0.18062E+04, 0.18360E+04, 0.18660E+04, 0.18963E+04, 0.19269E+04, 0.19577E+04, 0.19888E+04, 0.20202E+04, 0.20518E+04, 0.20837E+04, 0.21158E+04, 0.21482E+04, 0.21809E+04, 0.22139E+04, 0.22471E+04, 0.22806E+04, 0.23143E+04, 0.23484E+04, 0.23827E+04, 0.24173E+04, 0.24521E+04, 0.24873E+04, 0.25227E+04, 0.25584E+04, 0.25943E+04, 0.26306E+04, 0.26671E+04, 0.27039E+04, 0.27409E+04, 0.27783E+04, 0.28159E+04, 0.28538E+04, 0.28920E+04, 0.29305E+04, 0.29693E+04]) # --------------- HBr 11: M = 16, I = 2 --------------------- M = 16 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(8.) TIPS_ISO_HASH[(M,I)] = float32([0.42756E+02, 0.59390E+02, 0.76045E+02, 0.92713E+02, 0.10939E+03, 0.12607E+03, 0.14277E+03, 0.15947E+03, 0.17617E+03, 0.19288E+03, 0.20960E+03, 0.22633E+03, 0.24306E+03, 0.25981E+03, 0.27656E+03, 0.29334E+03, 0.31014E+03, 0.32696E+03, 0.34381E+03, 0.36071E+03, 0.37764E+03, 0.39464E+03, 0.41169E+03, 0.42881E+03, 0.44601E+03, 0.46329E+03, 0.48066E+03, 0.49813E+03, 0.51572E+03, 0.53341E+03, 0.55123E+03, 0.56918E+03, 0.58727E+03, 0.60549E+03, 0.62387E+03, 0.64240E+03, 0.66109E+03, 0.67994E+03, 0.69896E+03, 0.71816E+03, 0.73754E+03, 0.75710E+03, 0.77684E+03, 0.79678E+03, 0.81691E+03, 0.83724E+03, 0.85776E+03, 0.87850E+03, 0.89943E+03, 0.92058E+03, 0.94194E+03, 0.96352E+03, 0.98531E+03, 0.10073E+04, 0.10295E+04, 0.10520E+04, 0.10747E+04, 0.10976E+04, 0.11207E+04, 0.11441E+04, 0.11677E+04, 0.11915E+04, 0.12156E+04, 0.12399E+04, 0.12644E+04, 0.12892E+04, 0.13142E+04, 0.13395E+04, 0.13650E+04, 0.13907E+04, 0.14167E+04, 0.14429E+04, 0.14694E+04, 0.14961E+04, 0.15231E+04, 0.15504E+04, 0.15778E+04, 0.16056E+04, 0.16336E+04, 0.16618E+04, 0.16903E+04, 0.17191E+04, 0.17481E+04, 0.17773E+04, 0.18069E+04, 0.18367E+04, 0.18667E+04, 0.18970E+04, 0.19276E+04, 0.19584E+04, 0.19895E+04, 0.20209E+04, 0.20525E+04, 0.20844E+04, 0.21166E+04, 0.21490E+04, 0.21817E+04, 0.22147E+04, 0.22479E+04, 0.22814E+04, 0.23152E+04, 0.23492E+04, 0.23835E+04, 0.24181E+04, 0.24530E+04, 0.24882E+04, 0.25236E+04, 0.25593E+04, 0.25952E+04, 0.26315E+04, 0.26680E+04, 0.27048E+04, 0.27419E+04, 0.27793E+04, 0.28169E+04, 0.28549E+04, 0.28931E+04, 0.29316E+04, 0.29703E+04]) # --------------- HBr 29: M = 16, I = 3 --------------------- not in TIPS-2011 M = 16 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(0.) TIPS_ISO_HASH[(M,I)] = float32([0.]) # --------------- HBr 21: M = 16, I = 4 --------------------- not in TIPS-2011 M = 16 I = 4 TIPS_GSI_HASH[(M,I)] = __FloatType__(0.) TIPS_ISO_HASH[(M,I)] = float32([0.]) # --------------- HI 17: M = 17, I = 1 --------------------- M = 17 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(12.) TIPS_ISO_HASH[(M,I)] = float32([0.82031E+02, 0.11447E+03, 0.14694E+03, 0.17943E+03, 0.21194E+03, 0.24445E+03, 0.27699E+03, 0.30953E+03, 0.34209E+03, 0.37466E+03, 0.40725E+03, 0.43986E+03, 0.47249E+03, 0.50517E+03, 0.53789E+03, 0.57068E+03, 0.60354E+03, 0.63650E+03, 0.66957E+03, 0.70278E+03, 0.73614E+03, 0.76967E+03, 0.80340E+03, 0.83735E+03, 0.87153E+03, 0.90596E+03, 0.94067E+03, 0.97566E+03, 0.10110E+04, 0.10466E+04, 0.10826E+04, 0.11189E+04, 0.11555E+04, 0.11926E+04, 0.12300E+04, 0.12679E+04, 0.13061E+04, 0.13448E+04, 0.13839E+04, 0.14235E+04, 0.14635E+04, 0.15039E+04, 0.15448E+04, 0.15862E+04, 0.16280E+04, 0.16704E+04, 0.17132E+04, 0.17565E+04, 0.18003E+04, 0.18446E+04, 0.18894E+04, 0.19347E+04, 0.19806E+04, 0.20269E+04, 0.20738E+04, 0.21212E+04, 0.21691E+04, 0.22176E+04, 0.22666E+04, 0.23162E+04, 0.23662E+04, 0.24169E+04, 0.24680E+04, 0.25198E+04, 0.25720E+04, 0.26249E+04, 0.26783E+04, 0.27322E+04, 0.27867E+04, 0.28418E+04, 0.28975E+04, 0.29537E+04, 0.30105E+04, 0.30678E+04, 0.31258E+04, 0.31843E+04, 0.32434E+04, 0.33031E+04, 0.33633E+04, 0.34242E+04, 0.34856E+04, 0.35477E+04, 0.36103E+04, 0.36735E+04, 0.37373E+04, 0.38018E+04, 0.38668E+04, 0.39324E+04, 0.39986E+04, 0.40654E+04, 0.41329E+04, 0.42009E+04, 0.42696E+04, 0.43388E+04, 0.44087E+04, 0.44792E+04, 0.45503E+04, 0.46221E+04, 0.46944E+04, 0.47674E+04, 0.48410E+04, 0.49152E+04, 0.49901E+04, 0.50656E+04, 0.51417E+04, 0.52185E+04, 0.52959E+04, 0.53739E+04, 0.54526E+04, 0.55319E+04, 0.56118E+04, 0.56924E+04, 0.57736E+04, 0.58555E+04, 0.59380E+04, 0.60212E+04, 0.61050E+04, 0.61895E+04, 0.62746E+04]) # --------------- HI 27: M = 17, I = 2 --------------------- not in TIPS-2011 M = 17 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(0.) TIPS_ISO_HASH[(M,I)] = float32([0.]) # --------------- ClO 56: M = 18, I = 1 --------------------- M = 18 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(4.) TIPS_ISO_HASH[(M,I)] = float32([0.53847E+03, 0.76580E+03, 0.10017E+04, 0.12511E+04, 0.15168E+04, 0.18001E+04, 0.21014E+04, 0.24206E+04, 0.27577E+04, 0.31127E+04, 0.34857E+04, 0.38765E+04, 0.42854E+04, 0.47124E+04, 0.51575E+04, 0.56208E+04, 0.61025E+04, 0.66026E+04, 0.71211E+04, 0.76582E+04, 0.82138E+04, 0.87882E+04, 0.93813E+04, 0.99932E+04, 0.10624E+05, 0.11273E+05, 0.11942E+05, 0.12629E+05, 0.13336E+05, 0.14061E+05, 0.14806E+05, 0.15570E+05, 0.16353E+05, 0.17155E+05, 0.17976E+05, 0.18816E+05, 0.19676E+05, 0.20555E+05, 0.21453E+05, 0.22371E+05, 0.23308E+05, 0.24264E+05, 0.25240E+05, 0.26236E+05, 0.27250E+05, 0.28284E+05, 0.29338E+05, 0.30412E+05, 0.31505E+05, 0.32617E+05, 0.33749E+05, 0.34901E+05, 0.36072E+05, 0.37263E+05, 0.38474E+05, 0.39705E+05, 0.40955E+05, 0.42225E+05, 0.43515E+05, 0.44825E+05, 0.46154E+05, 0.47504E+05, 0.48873E+05, 0.50262E+05, 0.51672E+05, 0.53101E+05, 0.54549E+05, 0.56019E+05, 0.57508E+05, 0.59017E+05, 0.60546E+05, 0.62095E+05, 0.63665E+05, 0.65254E+05, 0.66864E+05, 0.68494E+05, 0.70144E+05, 0.71814E+05, 0.73504E+05, 0.75215E+05, 0.76946E+05, 0.78698E+05, 0.80470E+05, 0.82261E+05, 0.84074E+05, 0.85907E+05, 0.87760E+05, 0.89633E+05, 0.91527E+05, 0.93442E+05, 0.95377E+05, 0.97333E+05, 0.99309E+05, 0.10131E+06, 0.10332E+06, 0.10536E+06, 0.10742E+06, 0.10950E+06, 0.11160E+06, 0.11372E+06, 0.11586E+06, 0.11802E+06, 0.12020E+06, 0.12241E+06, 0.12463E+06, 0.12688E+06, 0.12914E+06, 0.13143E+06, 0.13374E+06, 0.13607E+06, 0.13842E+06, 0.14079E+06, 0.14318E+06, 0.14559E+06, 0.14802E+06, 0.15048E+06, 0.15295E+06, 0.15545E+06, 0.15797E+06]) # --------------- ClO 76: M = 18, I = 2 --------------------- M = 18 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(4.) TIPS_ISO_HASH[(M,I)] = float32([0.54775E+03, 0.77899E+03, 0.10189E+04, 0.12726E+04, 0.15430E+04, 0.18313E+04, 0.21378E+04, 0.24627E+04, 0.28059E+04, 0.31674E+04, 0.35472E+04, 0.39454E+04, 0.43621E+04, 0.47972E+04, 0.52508E+04, 0.57232E+04, 0.62143E+04, 0.67242E+04, 0.72531E+04, 0.78010E+04, 0.83678E+04, 0.89537E+04, 0.95589E+04, 0.10183E+05, 0.10827E+05, 0.11490E+05, 0.12172E+05, 0.12874E+05, 0.13595E+05, 0.14335E+05, 0.15095E+05, 0.15875E+05, 0.16674E+05, 0.17493E+05, 0.18332E+05, 0.19190E+05, 0.20068E+05, 0.20965E+05, 0.21882E+05, 0.22820E+05, 0.23776E+05, 0.24753E+05, 0.25750E+05, 0.26766E+05, 0.27803E+05, 0.28859E+05, 0.29935E+05, 0.31032E+05, 0.32148E+05, 0.33284E+05, 0.34441E+05, 0.35617E+05, 0.36814E+05, 0.38031E+05, 0.39267E+05, 0.40524E+05, 0.41802E+05, 0.43099E+05, 0.44417E+05, 0.45755E+05, 0.47113E+05, 0.48492E+05, 0.49891E+05, 0.51310E+05, 0.52750E+05, 0.54210E+05, 0.55690E+05, 0.57191E+05, 0.58713E+05, 0.60255E+05, 0.61817E+05, 0.63400E+05, 0.65004E+05, 0.66628E+05, 0.68272E+05, 0.69938E+05, 0.71624E+05, 0.73331E+05, 0.75058E+05, 0.76806E+05, 0.78575E+05, 0.80364E+05, 0.82175E+05, 0.84006E+05, 0.85858E+05, 0.87731E+05, 0.89625E+05, 0.91539E+05, 0.93475E+05, 0.95431E+05, 0.97409E+05, 0.99407E+05, 0.10143E+06, 0.10347E+06, 0.10553E+06, 0.10761E+06, 0.10972E+06, 0.11184E+06, 0.11399E+06, 0.11615E+06, 0.11834E+06, 0.12055E+06, 0.12278E+06, 0.12503E+06, 0.12731E+06, 0.12960E+06, 0.13192E+06, 0.13425E+06, 0.13661E+06, 0.13899E+06, 0.14139E+06, 0.14382E+06, 0.14626E+06, 0.14873E+06, 0.15121E+06, 0.15372E+06, 0.15625E+06, 0.15880E+06, 0.16138E+06]) # --------------- OCS 622: M = 19, I = 1 --------------------- M = 19 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.20609E+03, 0.29199E+03, 0.37861E+03, 0.46737E+03, 0.56024E+03, 0.65929E+03, 0.76649E+03, 0.88361E+03, 0.10123E+04, 0.11541E+04, 0.13105E+04, 0.14829E+04, 0.16728E+04, 0.18818E+04, 0.21113E+04, 0.23629E+04, 0.26383E+04, 0.29391E+04, 0.32672E+04, 0.36245E+04, 0.40128E+04, 0.44343E+04, 0.48911E+04, 0.53853E+04, 0.59193E+04, 0.64956E+04, 0.71166E+04, 0.77849E+04, 0.85033E+04, 0.92746E+04, 0.10102E+05, 0.10988E+05, 0.11936E+05, 0.12949E+05, 0.14032E+05, 0.15186E+05, 0.16416E+05, 0.17726E+05, 0.19120E+05, 0.20601E+05, 0.22173E+05, 0.23842E+05, 0.25611E+05, 0.27484E+05, 0.29468E+05, 0.31566E+05, 0.33783E+05, 0.36124E+05, 0.38595E+05, 0.41202E+05, 0.43949E+05, 0.46842E+05, 0.49888E+05, 0.53092E+05, 0.56460E+05, 0.59999E+05, 0.63716E+05, 0.67616E+05, 0.71708E+05, 0.75997E+05, 0.80491E+05, 0.85197E+05, 0.90124E+05, 0.95278E+05, 0.10067E+06, 0.10630E+06, 0.11219E+06, 0.11833E+06, 0.12475E+06, 0.13144E+06, 0.13842E+06, 0.14570E+06, 0.15328E+06, 0.16117E+06, 0.16940E+06, 0.17795E+06, 0.18686E+06, 0.19611E+06, 0.20574E+06, 0.21574E+06, 0.22613E+06, 0.23692E+06, 0.24813E+06, 0.25975E+06, 0.27182E+06, 0.28433E+06, 0.29730E+06, 0.31074E+06, 0.32467E+06, 0.33909E+06, 0.35403E+06, 0.36950E+06, 0.38551E+06, 0.40207E+06, 0.41920E+06, 0.43691E+06, 0.45522E+06, 0.47415E+06, 0.49370E+06, 0.51390E+06, 0.53476E+06, 0.55629E+06, 0.57852E+06, 0.60146E+06, 0.62513E+06, 0.64954E+06, 0.67471E+06, 0.70067E+06, 0.72742E+06, 0.75499E+06, 0.78339E+06, 0.81265E+06, 0.84279E+06, 0.87381E+06, 0.90576E+06, 0.93863E+06, 0.97246E+06, 0.10073E+07, 0.10431E+07]) # --------------- OCS 624: M = 19, I = 2 --------------------- M = 19 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.21125E+03, 0.29930E+03, 0.38809E+03, 0.47911E+03, 0.57437E+03, 0.67603E+03, 0.78610E+03, 0.90643E+03, 0.10387E+04, 0.11846E+04, 0.13456E+04, 0.15231E+04, 0.17188E+04, 0.19342E+04, 0.21709E+04, 0.24304E+04, 0.27145E+04, 0.30250E+04, 0.33638E+04, 0.37328E+04, 0.41339E+04, 0.45694E+04, 0.50415E+04, 0.55524E+04, 0.61045E+04, 0.67004E+04, 0.73427E+04, 0.80340E+04, 0.87773E+04, 0.95755E+04, 0.10432E+05, 0.11349E+05, 0.12330E+05, 0.13380E+05, 0.14500E+05, 0.15696E+05, 0.16970E+05, 0.18327E+05, 0.19770E+05, 0.21305E+05, 0.22934E+05, 0.24663E+05, 0.26497E+05, 0.28439E+05, 0.30495E+05, 0.32669E+05, 0.34968E+05, 0.37396E+05, 0.39958E+05, 0.42661E+05, 0.45510E+05, 0.48511E+05, 0.51669E+05, 0.54993E+05, 0.58487E+05, 0.62159E+05, 0.66014E+05, 0.70061E+05, 0.74306E+05, 0.78757E+05, 0.83421E+05, 0.88305E+05, 0.93418E+05, 0.98767E+05, 0.10436E+06, 0.11021E+06, 0.11632E+06, 0.12270E+06, 0.12936E+06, 0.13631E+06, 0.14355E+06, 0.15111E+06, 0.15898E+06, 0.16718E+06, 0.17572E+06, 0.18460E+06, 0.19385E+06, 0.20346E+06, 0.21346E+06, 0.22385E+06, 0.23464E+06, 0.24585E+06, 0.25748E+06, 0.26956E+06, 0.28209E+06, 0.29509E+06, 0.30856E+06, 0.32252E+06, 0.33699E+06, 0.35198E+06, 0.36750E+06, 0.38357E+06, 0.40020E+06, 0.41741E+06, 0.43521E+06, 0.45362E+06, 0.47264E+06, 0.49231E+06, 0.51263E+06, 0.53362E+06, 0.55529E+06, 0.57768E+06, 0.60078E+06, 0.62462E+06, 0.64922E+06, 0.67459E+06, 0.70075E+06, 0.72773E+06, 0.75554E+06, 0.78419E+06, 0.81372E+06, 0.84413E+06, 0.87546E+06, 0.90771E+06, 0.94092E+06, 0.97509E+06, 0.10103E+07, 0.10464E+07, 0.10837E+07]) # --------------- OCS 632: M = 19, I = 3 --------------------- M = 19 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.41351E+03, 0.58591E+03, 0.76004E+03, 0.93907E+03, 0.11273E+04, 0.13289E+04, 0.15481E+04, 0.17884E+04, 0.20533E+04, 0.23459E+04, 0.26692E+04, 0.30264E+04, 0.34205E+04, 0.38547E+04, 0.43323E+04, 0.48565E+04, 0.54309E+04, 0.60592E+04, 0.67451E+04, 0.74928E+04, 0.83064E+04, 0.91903E+04, 0.10149E+05, 0.11187E+05, 0.12310E+05, 0.13523E+05, 0.14831E+05, 0.16240E+05, 0.17756E+05, 0.19384E+05, 0.21132E+05, 0.23005E+05, 0.25011E+05, 0.27157E+05, 0.29449E+05, 0.31896E+05, 0.34506E+05, 0.37286E+05, 0.40245E+05, 0.43392E+05, 0.46735E+05, 0.50284E+05, 0.54048E+05, 0.58038E+05, 0.62263E+05, 0.66733E+05, 0.71460E+05, 0.76455E+05, 0.81728E+05, 0.87292E+05, 0.93159E+05, 0.99341E+05, 0.10585E+06, 0.11270E+06, 0.11991E+06, 0.12748E+06, 0.13543E+06, 0.14378E+06, 0.15255E+06, 0.16174E+06, 0.17137E+06, 0.18146E+06, 0.19202E+06, 0.20308E+06, 0.21465E+06, 0.22674E+06, 0.23937E+06, 0.25257E+06, 0.26635E+06, 0.28073E+06, 0.29573E+06, 0.31137E+06, 0.32767E+06, 0.34466E+06, 0.36235E+06, 0.38076E+06, 0.39992E+06, 0.41985E+06, 0.44057E+06, 0.46211E+06, 0.48450E+06, 0.50775E+06, 0.53189E+06, 0.55695E+06, 0.58295E+06, 0.60992E+06, 0.63789E+06, 0.66688E+06, 0.69693E+06, 0.72806E+06, 0.76030E+06, 0.79368E+06, 0.82823E+06, 0.86399E+06, 0.90097E+06, 0.93923E+06, 0.97878E+06, 0.10197E+07, 0.10619E+07, 0.11056E+07, 0.11506E+07, 0.11972E+07, 0.12453E+07, 0.12949E+07, 0.13460E+07, 0.13988E+07, 0.14533E+07, 0.15094E+07, 0.15673E+07, 0.16270E+07, 0.16884E+07, 0.17518E+07, 0.18170E+07, 0.18842E+07, 0.19533E+07, 0.20245E+07, 0.20978E+07, 0.21732E+07, 0.22507E+07]) # --------------- OCS 623: M = 19, I = 4 --------------------- M = 19 I = 4 TIPS_GSI_HASH[(M,I)] = __FloatType__(4.) TIPS_ISO_HASH[(M,I)] = float32([0.83485E+03, 0.11828E+04, 0.15337E+04, 0.18934E+04, 0.22697E+04, 0.26712E+04, 0.31059E+04, 0.35809E+04, 0.41030E+04, 0.46785E+04, 0.53133E+04, 0.60135E+04, 0.67850E+04, 0.76338E+04, 0.85663E+04, 0.95888E+04, 0.10708E+05, 0.11931E+05, 0.13265E+05, 0.14718E+05, 0.16298E+05, 0.18012E+05, 0.19870E+05, 0.21881E+05, 0.24054E+05, 0.26399E+05, 0.28926E+05, 0.31646E+05, 0.34570E+05, 0.37710E+05, 0.41077E+05, 0.44685E+05, 0.48545E+05, 0.52672E+05, 0.57078E+05, 0.61780E+05, 0.66790E+05, 0.72125E+05, 0.77801E+05, 0.83833E+05, 0.90239E+05, 0.97036E+05, 0.10424E+06, 0.11188E+06, 0.11996E+06, 0.12850E+06, 0.13754E+06, 0.14708E+06, 0.15715E+06, 0.16777E+06, 0.17896E+06, 0.19076E+06, 0.20317E+06, 0.21623E+06, 0.22996E+06, 0.24438E+06, 0.25953E+06, 0.27543E+06, 0.29211E+06, 0.30959E+06, 0.32791E+06, 0.34710E+06, 0.36718E+06, 0.38820E+06, 0.41017E+06, 0.43314E+06, 0.45713E+06, 0.48219E+06, 0.50835E+06, 0.53564E+06, 0.56409E+06, 0.59376E+06, 0.62468E+06, 0.65688E+06, 0.69041E+06, 0.72530E+06, 0.76161E+06, 0.79937E+06, 0.83862E+06, 0.87941E+06, 0.92179E+06, 0.96581E+06, 0.10115E+07, 0.10589E+07, 0.11081E+07, 0.11591E+07, 0.12120E+07, 0.12669E+07, 0.13237E+07, 0.13825E+07, 0.14435E+07, 0.15066E+07, 0.15718E+07, 0.16394E+07, 0.17093E+07, 0.17815E+07, 0.18562E+07, 0.19334E+07, 0.20132E+07, 0.20956E+07, 0.21807E+07, 0.22685E+07, 0.23592E+07, 0.24528E+07, 0.25494E+07, 0.26490E+07, 0.27517E+07, 0.28576E+07, 0.29667E+07, 0.30792E+07, 0.31951E+07, 0.33145E+07, 0.34374E+07, 0.35640E+07, 0.36943E+07, 0.38285E+07, 0.39665E+07, 0.41085E+07, 0.42546E+07]) # --------------- OCS 822: M = 19, I = 5 --------------------- M = 19 I = 5 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.21967E+03, 0.31126E+03, 0.40370E+03, 0.49862E+03, 0.59823E+03, 0.70481E+03, 0.82050E+03, 0.94724E+03, 0.10868E+04, 0.12409E+04, 0.14112E+04, 0.15993E+04, 0.18067E+04, 0.20353E+04, 0.22866E+04, 0.25624E+04, 0.28645E+04, 0.31950E+04, 0.35558E+04, 0.39490E+04, 0.43767E+04, 0.48413E+04, 0.53452E+04, 0.58909E+04, 0.64810E+04, 0.71182E+04, 0.78053E+04, 0.85454E+04, 0.93413E+04, 0.10196E+05, 0.11114E+05, 0.12098E+05, 0.13151E+05, 0.14277E+05, 0.15480E+05, 0.16764E+05, 0.18133E+05, 0.19592E+05, 0.21144E+05, 0.22794E+05, 0.24548E+05, 0.26409E+05, 0.28383E+05, 0.30475E+05, 0.32689E+05, 0.35033E+05, 0.37511E+05, 0.40128E+05, 0.42892E+05, 0.45808E+05, 0.48882E+05, 0.52121E+05, 0.55532E+05, 0.59121E+05, 0.62895E+05, 0.66861E+05, 0.71028E+05, 0.75402E+05, 0.79991E+05, 0.84803E+05, 0.89847E+05, 0.95130E+05, 0.10066E+06, 0.10645E+06, 0.11251E+06, 0.11883E+06, 0.12545E+06, 0.13236E+06, 0.13957E+06, 0.14710E+06, 0.15495E+06, 0.16313E+06, 0.17166E+06, 0.18055E+06, 0.18980E+06, 0.19944E+06, 0.20946E+06, 0.21989E+06, 0.23073E+06, 0.24200E+06, 0.25371E+06, 0.26587E+06, 0.27850E+06, 0.29161E+06, 0.30521E+06, 0.31931E+06, 0.33394E+06, 0.34910E+06, 0.36482E+06, 0.38109E+06, 0.39795E+06, 0.41541E+06, 0.43348E+06, 0.45217E+06, 0.47151E+06, 0.49151E+06, 0.51219E+06, 0.53356E+06, 0.55565E+06, 0.57847E+06, 0.60204E+06, 0.62637E+06, 0.65149E+06, 0.67742E+06, 0.70417E+06, 0.73176E+06, 0.76023E+06, 0.78957E+06, 0.81982E+06, 0.85100E+06, 0.88313E+06, 0.91622E+06, 0.95031E+06, 0.98541E+06, 0.10216E+07, 0.10587E+07, 0.10970E+07, 0.11364E+07, 0.11769E+07]) # --------------- H2CO 126: M = 20, I = 2 --------------------- M = 20 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.25934E+03, 0.43623E+03, 0.64143E+03, 0.87152E+03, 0.11241E+04, 0.13975E+04, 0.16906E+04, 0.20029E+04, 0.23344E+04, 0.26857E+04, 0.30577E+04, 0.34518E+04, 0.38698E+04, 0.43138E+04, 0.47860E+04, 0.52890E+04, 0.58256E+04, 0.63985E+04, 0.70109E+04, 0.76660E+04, 0.83673E+04, 0.91184E+04, 0.99230E+04, 0.10785E+05, 0.11710E+05, 0.12700E+05, 0.13762E+05, 0.14900E+05, 0.16119E+05, 0.17425E+05, 0.18823E+05, 0.20320E+05, 0.21923E+05, 0.23637E+05, 0.25471E+05, 0.27432E+05, 0.29527E+05, 0.31765E+05, 0.34155E+05, 0.36706E+05, 0.39428E+05, 0.42330E+05, 0.45424E+05, 0.48720E+05, 0.52231E+05, 0.55968E+05, 0.59945E+05, 0.64175E+05, 0.68672E+05, 0.73450E+05, 0.78526E+05, 0.83915E+05, 0.89634E+05, 0.95701E+05, 0.10213E+06, 0.10895E+06, 0.11618E+06, 0.12383E+06, 0.13193E+06, 0.14049E+06, 0.14956E+06, 0.15914E+06, 0.16927E+06, 0.17997E+06, 0.19127E+06, 0.20320E+06, 0.21578E+06, 0.22906E+06, 0.24306E+06, 0.25782E+06, 0.27336E+06, 0.28974E+06, 0.30698E+06, 0.32513E+06, 0.34422E+06, 0.36430E+06, 0.38542E+06, 0.40761E+06, 0.43093E+06, 0.45542E+06, 0.48114E+06, 0.50813E+06, 0.53646E+06, 0.56617E+06, 0.59733E+06, 0.63000E+06, 0.66423E+06, 0.70010E+06, 0.73767E+06, 0.77701E+06, 0.81818E+06, 0.86127E+06, 0.90635E+06, 0.95349E+06, 0.10028E+07, 0.10543E+07, 0.11082E+07, 0.11644E+07, 0.12232E+07, 0.12845E+07, 0.13485E+07, 0.14154E+07, 0.14851E+07, 0.15578E+07, 0.16337E+07, 0.17127E+07, 0.17952E+07, 0.18810E+07, 0.19705E+07, 0.20637E+07, 0.21607E+07, 0.22617E+07, 0.23669E+07, 0.24763E+07, 0.25901E+07, 0.27085E+07, 0.28316E+07, 0.29596E+07, 0.30926E+07]) # --------------- H2CO 136: M = 20, I = 2 --------------------- M = 20 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.53173E+03, 0.89447E+03, 0.13153E+04, 0.17871E+04, 0.23051E+04, 0.28658E+04, 0.34669E+04, 0.41073E+04, 0.47872E+04, 0.55074E+04, 0.62702E+04, 0.70785E+04, 0.79357E+04, 0.88462E+04, 0.98147E+04, 0.10846E+05, 0.11946E+05, 0.13121E+05, 0.14377E+05, 0.15721E+05, 0.17159E+05, 0.18699E+05, 0.20349E+05, 0.22118E+05, 0.24013E+05, 0.26045E+05, 0.28222E+05, 0.30555E+05, 0.33055E+05, 0.35733E+05, 0.38601E+05, 0.41671E+05, 0.44958E+05, 0.48474E+05, 0.52235E+05, 0.56255E+05, 0.60552E+05, 0.65142E+05, 0.70043E+05, 0.75275E+05, 0.80856E+05, 0.86808E+05, 0.93152E+05, 0.99913E+05, 0.10711E+06, 0.11478E+06, 0.12293E+06, 0.13161E+06, 0.14083E+06, 0.15063E+06, 0.16104E+06, 0.17209E+06, 0.18382E+06, 0.19626E+06, 0.20945E+06, 0.22343E+06, 0.23825E+06, 0.25394E+06, 0.27054E+06, 0.28812E+06, 0.30671E+06, 0.32636E+06, 0.34713E+06, 0.36907E+06, 0.39224E+06, 0.41671E+06, 0.44252E+06, 0.46975E+06, 0.49845E+06, 0.52872E+06, 0.56060E+06, 0.59418E+06, 0.62954E+06, 0.66676E+06, 0.70591E+06, 0.74710E+06, 0.79040E+06, 0.83591E+06, 0.88373E+06, 0.93395E+06, 0.98669E+06, 0.10421E+07, 0.11001E+07, 0.11611E+07, 0.12250E+07, 0.12920E+07, 0.13622E+07, 0.14357E+07, 0.15128E+07, 0.15934E+07, 0.16779E+07, 0.17662E+07, 0.18587E+07, 0.19554E+07, 0.20565E+07, 0.21621E+07, 0.22725E+07, 0.23879E+07, 0.25084E+07, 0.26342E+07, 0.27655E+07, 0.29026E+07, 0.30456E+07, 0.31947E+07, 0.33502E+07, 0.35124E+07, 0.36814E+07, 0.38575E+07, 0.40410E+07, 0.42321E+07, 0.44311E+07, 0.46382E+07, 0.48538E+07, 0.50782E+07, 0.53116E+07, 0.55544E+07, 0.58068E+07, 0.60693E+07, 0.63421E+07]) # --------------- H2CO 128: M = 20, I = 3 --------------------- M = 20 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.27198E+03, 0.45755E+03, 0.67282E+03, 0.91421E+03, 0.11792E+04, 0.14660E+04, 0.17735E+04, 0.21012E+04, 0.24490E+04, 0.28175E+04, 0.32077E+04, 0.36212E+04, 0.40598E+04, 0.45256E+04, 0.50211E+04, 0.55488E+04, 0.61116E+04, 0.67127E+04, 0.73552E+04, 0.80426E+04, 0.87783E+04, 0.95663E+04, 0.10410E+05, 0.11315E+05, 0.12285E+05, 0.13324E+05, 0.14438E+05, 0.15632E+05, 0.16911E+05, 0.18281E+05, 0.19748E+05, 0.21319E+05, 0.23000E+05, 0.24799E+05, 0.26723E+05, 0.28780E+05, 0.30978E+05, 0.33326E+05, 0.35834E+05, 0.38510E+05, 0.41365E+05, 0.44410E+05, 0.47656E+05, 0.51115E+05, 0.54798E+05, 0.58719E+05, 0.62891E+05, 0.67329E+05, 0.72047E+05, 0.77060E+05, 0.82385E+05, 0.88039E+05, 0.94039E+05, 0.10040E+06, 0.10715E+06, 0.11431E+06, 0.12189E+06, 0.12991E+06, 0.13841E+06, 0.14740E+06, 0.15691E+06, 0.16696E+06, 0.17759E+06, 0.18882E+06, 0.20067E+06, 0.21318E+06, 0.22639E+06, 0.24032E+06, 0.25501E+06, 0.27049E+06, 0.28680E+06, 0.30398E+06, 0.32207E+06, 0.34111E+06, 0.36114E+06, 0.38221E+06, 0.40436E+06, 0.42765E+06, 0.45211E+06, 0.47781E+06, 0.50479E+06, 0.53311E+06, 0.56283E+06, 0.59400E+06, 0.62669E+06, 0.66097E+06, 0.69688E+06, 0.73451E+06, 0.77393E+06, 0.81520E+06, 0.85840E+06, 0.90360E+06, 0.95090E+06, 0.10004E+07, 0.10521E+07, 0.11061E+07, 0.11626E+07, 0.12216E+07, 0.12833E+07, 0.13476E+07, 0.14148E+07, 0.14849E+07, 0.15581E+07, 0.16344E+07, 0.17140E+07, 0.17969E+07, 0.18834E+07, 0.19735E+07, 0.20674E+07, 0.21651E+07, 0.22669E+07, 0.23729E+07, 0.24832E+07, 0.25980E+07, 0.27174E+07, 0.28416E+07, 0.29708E+07, 0.31050E+07, 0.32446E+07]) # --------------- HOCl 165: M = 21, I = 1 --------------------- M = 21 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(8.) TIPS_ISO_HASH[(M,I)] = float32([0.17041E+04, 0.28708E+04, 0.42250E+04, 0.57456E+04, 0.74211E+04, 0.92470E+04, 0.11225E+05, 0.13359E+05, 0.15657E+05, 0.18129E+05, 0.20785E+05, 0.23637E+05, 0.26696E+05, 0.29974E+05, 0.33484E+05, 0.37239E+05, 0.41252E+05, 0.45536E+05, 0.50105E+05, 0.54973E+05, 0.60152E+05, 0.65659E+05, 0.71507E+05, 0.77711E+05, 0.84286E+05, 0.91249E+05, 0.98614E+05, 0.10640E+06, 0.11462E+06, 0.12330E+06, 0.13244E+06, 0.14208E+06, 0.15222E+06, 0.16289E+06, 0.17411E+06, 0.18589E+06, 0.19825E+06, 0.21123E+06, 0.22483E+06, 0.23908E+06, 0.25400E+06, 0.26962E+06, 0.28596E+06, 0.30303E+06, 0.32087E+06, 0.33950E+06, 0.35895E+06, 0.37923E+06, 0.40038E+06, 0.42243E+06, 0.44539E+06, 0.46930E+06, 0.49419E+06, 0.52008E+06, 0.54700E+06, 0.57498E+06, 0.60406E+06, 0.63426E+06, 0.66562E+06, 0.69816E+06, 0.73192E+06, 0.76692E+06, 0.80322E+06, 0.84083E+06, 0.87979E+06, 0.92014E+06, 0.96192E+06, 0.10052E+07, 0.10499E+07, 0.10961E+07, 0.11440E+07, 0.11934E+07, 0.12445E+07, 0.12973E+07, 0.13518E+07, 0.14081E+07, 0.14661E+07, 0.15261E+07, 0.15879E+07, 0.16516E+07, 0.17174E+07, 0.17851E+07, 0.18550E+07, 0.19269E+07, 0.20010E+07, 0.20773E+07, 0.21559E+07, 0.22367E+07, 0.23200E+07, 0.24056E+07, 0.24936E+07, 0.25842E+07, 0.26773E+07, 0.27730E+07, 0.28714E+07, 0.29724E+07, 0.30763E+07, 0.31829E+07, 0.32924E+07, 0.34049E+07, 0.35203E+07, 0.36387E+07, 0.37603E+07, 0.38850E+07, 0.40129E+07, 0.41441E+07, 0.42786E+07, 0.44165E+07, 0.45579E+07, 0.47028E+07, 0.48512E+07, 0.50033E+07, 0.51592E+07, 0.53187E+07, 0.54822E+07, 0.56495E+07, 0.58208E+07, 0.59961E+07, 0.61755E+07]) # --------------- HOCl 167: M = 21, I = 2 --------------------- M = 21 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(8.) TIPS_ISO_HASH[(M,I)] = float32([0.17342E+04, 0.29215E+04, 0.42998E+04, 0.58473E+04, 0.75524E+04, 0.94107E+04, 0.11423E+05, 0.13595E+05, 0.15935E+05, 0.18450E+05, 0.21154E+05, 0.24056E+05, 0.27168E+05, 0.30505E+05, 0.34077E+05, 0.37899E+05, 0.41983E+05, 0.46343E+05, 0.50993E+05, 0.55947E+05, 0.61218E+05, 0.66822E+05, 0.72774E+05, 0.79088E+05, 0.85780E+05, 0.92866E+05, 0.10036E+06, 0.10829E+06, 0.11665E+06, 0.12548E+06, 0.13479E+06, 0.14460E+06, 0.15492E+06, 0.16578E+06, 0.17719E+06, 0.18918E+06, 0.20177E+06, 0.21497E+06, 0.22881E+06, 0.24332E+06, 0.25851E+06, 0.27440E+06, 0.29102E+06, 0.30840E+06, 0.32656E+06, 0.34552E+06, 0.36531E+06, 0.38595E+06, 0.40748E+06, 0.42991E+06, 0.45328E+06, 0.47762E+06, 0.50295E+06, 0.52929E+06, 0.55669E+06, 0.58517E+06, 0.61477E+06, 0.64550E+06, 0.67741E+06, 0.71053E+06, 0.74489E+06, 0.78052E+06, 0.81745E+06, 0.85573E+06, 0.89539E+06, 0.93645E+06, 0.97897E+06, 0.10230E+07, 0.10685E+07, 0.11156E+07, 0.11643E+07, 0.12146E+07, 0.12666E+07, 0.13203E+07, 0.13757E+07, 0.14330E+07, 0.14921E+07, 0.15531E+07, 0.16160E+07, 0.16809E+07, 0.17478E+07, 0.18168E+07, 0.18878E+07, 0.19611E+07, 0.20365E+07, 0.21141E+07, 0.21941E+07, 0.22764E+07, 0.23611E+07, 0.24482E+07, 0.25378E+07, 0.26300E+07, 0.27248E+07, 0.28222E+07, 0.29223E+07, 0.30251E+07, 0.31308E+07, 0.32393E+07, 0.33508E+07, 0.34652E+07, 0.35827E+07, 0.37032E+07, 0.38269E+07, 0.39539E+07, 0.40840E+07, 0.42176E+07, 0.43545E+07, 0.44948E+07, 0.46387E+07, 0.47861E+07, 0.49372E+07, 0.50920E+07, 0.52506E+07, 0.54130E+07, 0.55793E+07, 0.57496E+07, 0.59239E+07, 0.61024E+07, 0.62850E+07]) # --------------- N2 44: M = 22, I = 1 --------------------- M = 22 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.95487E+02, 0.13466E+03, 0.17386E+03, 0.21307E+03, 0.25230E+03, 0.29154E+03, 0.33080E+03, 0.37008E+03, 0.40937E+03, 0.44868E+03, 0.48800E+03, 0.52736E+03, 0.56674E+03, 0.60616E+03, 0.64562E+03, 0.68515E+03, 0.72475E+03, 0.76445E+03, 0.80426E+03, 0.84420E+03, 0.88430E+03, 0.92457E+03, 0.96505E+03, 0.10057E+04, 0.10467E+04, 0.10879E+04, 0.11293E+04, 0.11711E+04, 0.12132E+04, 0.12556E+04, 0.12984E+04, 0.13416E+04, 0.13851E+04, 0.14291E+04, 0.14734E+04, 0.15182E+04, 0.15635E+04, 0.16091E+04, 0.16553E+04, 0.17019E+04, 0.17490E+04, 0.17965E+04, 0.18446E+04, 0.18932E+04, 0.19422E+04, 0.19918E+04, 0.20419E+04, 0.20926E+04, 0.21437E+04, 0.21954E+04, 0.22477E+04, 0.23004E+04, 0.23538E+04, 0.24077E+04, 0.24621E+04, 0.25171E+04, 0.25727E+04, 0.26288E+04, 0.26856E+04, 0.27428E+04, 0.28007E+04, 0.28591E+04, 0.29181E+04, 0.29777E+04, 0.30379E+04, 0.30986E+04, 0.31600E+04, 0.32219E+04, 0.32844E+04, 0.33475E+04, 0.34112E+04, 0.34755E+04, 0.35404E+04, 0.36059E+04, 0.36720E+04, 0.37387E+04, 0.38060E+04, 0.38739E+04, 0.39424E+04, 0.40115E+04, 0.40812E+04, 0.41515E+04, 0.42224E+04, 0.42939E+04, 0.43661E+04, 0.44388E+04, 0.45122E+04, 0.45861E+04, 0.46607E+04, 0.47359E+04, 0.48117E+04, 0.48882E+04, 0.49652E+04, 0.50428E+04, 0.51211E+04, 0.52000E+04, 0.52795E+04, 0.53596E+04, 0.54404E+04, 0.55217E+04, 0.56037E+04, 0.56863E+04, 0.57695E+04, 0.58533E+04, 0.59378E+04, 0.60229E+04, 0.61086E+04, 0.61950E+04, 0.62819E+04, 0.63695E+04, 0.64577E+04, 0.65465E+04, 0.66360E+04, 0.67261E+04, 0.68168E+04, 0.69081E+04, 0.70001E+04, 0.70927E+04, 0.71859E+04]) # --------------- N2 45: M = 22, I = 2 --------------------- not in TIPS-2011 M = 22 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(0.) TIPS_ISO_HASH[(M,I)] = float32([0.]) # --------------- HCN 124: M = 23, I = 1 --------------------- M = 23 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.17143E+03, 0.24209E+03, 0.31285E+03, 0.38392E+03, 0.45582E+03, 0.52929E+03, 0.60515E+03, 0.68424E+03, 0.76731E+03, 0.85505E+03, 0.94805E+03, 0.10468E+04, 0.11519E+04, 0.12637E+04, 0.13826E+04, 0.15090E+04, 0.16435E+04, 0.17863E+04, 0.19378E+04, 0.20985E+04, 0.22689E+04, 0.24492E+04, 0.26401E+04, 0.28418E+04, 0.30550E+04, 0.32801E+04, 0.35176E+04, 0.37680E+04, 0.40318E+04, 0.43097E+04, 0.46021E+04, 0.49097E+04, 0.52330E+04, 0.55727E+04, 0.59294E+04, 0.63038E+04, 0.66964E+04, 0.71081E+04, 0.75396E+04, 0.79915E+04, 0.84646E+04, 0.89596E+04, 0.94774E+04, 0.10019E+05, 0.10585E+05, 0.11176E+05, 0.11793E+05, 0.12437E+05, 0.13108E+05, 0.13809E+05, 0.14540E+05, 0.15301E+05, 0.16094E+05, 0.16919E+05, 0.17779E+05, 0.18673E+05, 0.19603E+05, 0.20570E+05, 0.21575E+05, 0.22619E+05, 0.23704E+05, 0.24831E+05, 0.26000E+05, 0.27213E+05, 0.28472E+05, 0.29778E+05, 0.31131E+05, 0.32534E+05, 0.33987E+05, 0.35493E+05, 0.37052E+05, 0.38666E+05, 0.40336E+05, 0.42064E+05, 0.43852E+05, 0.45701E+05, 0.47612E+05, 0.49587E+05, 0.51629E+05, 0.53738E+05, 0.55916E+05, 0.58165E+05, 0.60486E+05, 0.62883E+05, 0.65355E+05, 0.67905E+05, 0.70536E+05, 0.73249E+05, 0.76045E+05, 0.78927E+05, 0.81897E+05, 0.84957E+05, 0.88108E+05, 0.91354E+05, 0.94696E+05, 0.98136E+05, 0.10168E+06, 0.10532E+06, 0.10907E+06, 0.11292E+06, 0.11689E+06, 0.12096E+06, 0.12516E+06, 0.12946E+06, 0.13389E+06, 0.13844E+06, 0.14311E+06, 0.14791E+06, 0.15284E+06, 0.15790E+06, 0.16310E+06, 0.16843E+06, 0.17391E+06, 0.17953E+06, 0.18529E+06, 0.19120E+06, 0.19726E+06, 0.20348E+06, 0.20986E+06]) # --------------- HCN 134: M = 23, I = 2 --------------------- M = 23 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(12.) TIPS_ISO_HASH[(M,I)] = float32([0.35186E+03, 0.49693E+03, 0.64221E+03, 0.78815E+03, 0.93585E+03, 0.10868E+04, 0.12428E+04, 0.14056E+04, 0.15766E+04, 0.17574E+04, 0.19491E+04, 0.21528E+04, 0.23695E+04, 0.26002E+04, 0.28457E+04, 0.31068E+04, 0.33845E+04, 0.36795E+04, 0.39926E+04, 0.43249E+04, 0.46770E+04, 0.50500E+04, 0.54447E+04, 0.58621E+04, 0.63032E+04, 0.67690E+04, 0.72606E+04, 0.77789E+04, 0.83252E+04, 0.89005E+04, 0.95062E+04, 0.10143E+05, 0.10813E+05, 0.11517E+05, 0.12256E+05, 0.13032E+05, 0.13846E+05, 0.14699E+05, 0.15593E+05, 0.16530E+05, 0.17511E+05, 0.18538E+05, 0.19612E+05, 0.20734E+05, 0.21908E+05, 0.23134E+05, 0.24414E+05, 0.25750E+05, 0.27145E+05, 0.28599E+05, 0.30115E+05, 0.31694E+05, 0.33340E+05, 0.35054E+05, 0.36838E+05, 0.38694E+05, 0.40625E+05, 0.42633E+05, 0.44720E+05, 0.46889E+05, 0.49142E+05, 0.51481E+05, 0.53910E+05, 0.56430E+05, 0.59045E+05, 0.61757E+05, 0.64568E+05, 0.67482E+05, 0.70502E+05, 0.73630E+05, 0.76869E+05, 0.80223E+05, 0.83694E+05, 0.87285E+05, 0.91000E+05, 0.94843E+05, 0.98815E+05, 0.10292E+06, 0.10716E+06, 0.11155E+06, 0.11608E+06, 0.12075E+06, 0.12558E+06, 0.13056E+06, 0.13570E+06, 0.14100E+06, 0.14647E+06, 0.15211E+06, 0.15793E+06, 0.16392E+06, 0.17009E+06, 0.17646E+06, 0.18301E+06, 0.18976E+06, 0.19671E+06, 0.20387E+06, 0.21123E+06, 0.21881E+06, 0.22660E+06, 0.23462E+06, 0.24287E+06, 0.25135E+06, 0.26007E+06, 0.26903E+06, 0.27824E+06, 0.28771E+06, 0.29743E+06, 0.30742E+06, 0.31767E+06, 0.32820E+06, 0.33901E+06, 0.35011E+06, 0.36150E+06, 0.37319E+06, 0.38518E+06, 0.39749E+06, 0.41010E+06, 0.42304E+06, 0.43631E+06]) # --------------- HCN 135: M = 23, I = 3 --------------------- M = 23 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(4.) TIPS_ISO_HASH[(M,I)] = float32([0.11863E+03, 0.16755E+03, 0.21653E+03, 0.26576E+03, 0.31559E+03, 0.36656E+03, 0.41926E+03, 0.47428E+03, 0.53214E+03, 0.59333E+03, 0.65824E+03, 0.72727E+03, 0.80074E+03, 0.87898E+03, 0.96227E+03, 0.10509E+04, 0.11452E+04, 0.12454E+04, 0.13518E+04, 0.14647E+04, 0.15844E+04, 0.17112E+04, 0.18455E+04, 0.19875E+04, 0.21377E+04, 0.22962E+04, 0.24636E+04, 0.26402E+04, 0.28263E+04, 0.30224E+04, 0.32289E+04, 0.34461E+04, 0.36745E+04, 0.39145E+04, 0.41667E+04, 0.44314E+04, 0.47092E+04, 0.50005E+04, 0.53059E+04, 0.56259E+04, 0.59609E+04, 0.63116E+04, 0.66785E+04, 0.70622E+04, 0.74633E+04, 0.78823E+04, 0.83200E+04, 0.87769E+04, 0.92536E+04, 0.97509E+04, 0.10269E+05, 0.10810E+05, 0.11373E+05, 0.11959E+05, 0.12570E+05, 0.13205E+05, 0.13866E+05, 0.14554E+05, 0.15268E+05, 0.16011E+05, 0.16782E+05, 0.17583E+05, 0.18415E+05, 0.19279E+05, 0.20174E+05, 0.21103E+05, 0.22067E+05, 0.23065E+05, 0.24100E+05, 0.25172E+05, 0.26282E+05, 0.27432E+05, 0.28622E+05, 0.29853E+05, 0.31127E+05, 0.32445E+05, 0.33807E+05, 0.35215E+05, 0.36670E+05, 0.38174E+05, 0.39727E+05, 0.41330E+05, 0.42986E+05, 0.44695E+05, 0.46459E+05, 0.48278E+05, 0.50155E+05, 0.52091E+05, 0.54086E+05, 0.56143E+05, 0.58263E+05, 0.60447E+05, 0.62696E+05, 0.65013E+05, 0.67399E+05, 0.69856E+05, 0.72384E+05, 0.74986E+05, 0.77663E+05, 0.80416E+05, 0.83249E+05, 0.86161E+05, 0.89156E+05, 0.92233E+05, 0.95397E+05, 0.98648E+05, 0.10199E+06, 0.10542E+06, 0.10894E+06, 0.11256E+06, 0.11627E+06, 0.12009E+06, 0.12400E+06, 0.12802E+06, 0.13214E+06, 0.13636E+06, 0.14070E+06, 0.14515E+06, 0.14971E+06]) # --------------- CH3Cl 215: M = 24, I = 1 --------------------- M = 24 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(4.) TIPS_ISO_HASH[(M,I)] = float32([0.50529E+04, 0.85123E+04, 0.12528E+05, 0.17036E+05, 0.22005E+05, 0.27429E+05, 0.33325E+05, 0.39734E+05, 0.46713E+05, 0.54336E+05, 0.62690E+05, 0.71876E+05, 0.82006E+05, 0.93204E+05, 0.10560E+06, 0.11936E+06, 0.13463E+06, 0.15158E+06, 0.17043E+06, 0.19137E+06, 0.21464E+06, 0.24049E+06, 0.26920E+06, 0.30107E+06, 0.33642E+06, 0.37563E+06, 0.41907E+06, 0.46719E+06, 0.52045E+06, 0.57936E+06, 0.64448E+06, 0.71641E+06, 0.79582E+06, 0.88341E+06, 0.97997E+06, 0.10863E+07, 0.12034E+07, 0.13323E+07, 0.14739E+07, 0.16295E+07, 0.18003E+07, 0.19877E+07, 0.21932E+07, 0.24183E+07, 0.26649E+07, 0.29346E+07, 0.32296E+07, 0.35519E+07, 0.39039E+07, 0.42881E+07, 0.47072E+07, 0.51639E+07, 0.56615E+07, 0.62032E+07, 0.67926E+07, 0.74335E+07, 0.81299E+07, 0.88862E+07, 0.97071E+07, 0.10598E+08, 0.11563E+08, 0.12609E+08, 0.13742E+08, 0.14968E+08, 0.16294E+08, 0.17728E+08, 0.19277E+08, 0.20950E+08, 0.22756E+08, 0.24704E+08, 0.26805E+08, 0.29069E+08, 0.31507E+08, 0.34132E+08, 0.36957E+08, 0.39995E+08, 0.43260E+08, 0.46769E+08, 0.50538E+08, 0.54583E+08, 0.58923E+08, 0.63578E+08, 0.68568E+08, 0.73914E+08, 0.79640E+08, 0.85770E+08, 0.92329E+08, 0.99345E+08, 0.10685E+09, 0.11486E+09, 0.12342E+09, 0.13257E+09, 0.14233E+09, 0.15274E+09, 0.16384E+09, 0.17568E+09, 0.18829E+09, 0.20173E+09, 0.21604E+09, 0.23127E+09, 0.24748E+09, 0.26471E+09, 0.28304E+09, 0.30252E+09, 0.32322E+09, 0.34520E+09, 0.36853E+09, 0.39330E+09, 0.41958E+09, 0.44745E+09, 0.47701E+09, 0.50833E+09, 0.54151E+09, 0.57667E+09, 0.61389E+09, 0.65329E+09, 0.69498E+09, 0.73909E+09, 0.78573E+09]) # --------------- CH3Cl 217: M = 24, I = 2 --------------------- M = 24 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(4.) TIPS_ISO_HASH[(M,I)] = float32([0.51327E+04, 0.86469E+04, 0.12726E+05, 0.17306E+05, 0.22354E+05, 0.27863E+05, 0.33853E+05, 0.40364E+05, 0.47453E+05, 0.55197E+05, 0.63684E+05, 0.73016E+05, 0.83306E+05, 0.94681E+05, 0.10728E+06, 0.12125E+06, 0.13676E+06, 0.15399E+06, 0.17313E+06, 0.19441E+06, 0.21804E+06, 0.24430E+06, 0.27347E+06, 0.30584E+06, 0.34176E+06, 0.38158E+06, 0.42572E+06, 0.47460E+06, 0.52871E+06, 0.58855E+06, 0.65471E+06, 0.72778E+06, 0.80844E+06, 0.89743E+06, 0.99552E+06, 0.11036E+07, 0.12225E+07, 0.13534E+07, 0.14973E+07, 0.16553E+07, 0.18289E+07, 0.20193E+07, 0.22280E+07, 0.24567E+07, 0.27072E+07, 0.29812E+07, 0.32808E+07, 0.36083E+07, 0.39659E+07, 0.43562E+07, 0.47819E+07, 0.52459E+07, 0.57514E+07, 0.63017E+07, 0.69005E+07, 0.75515E+07, 0.82590E+07, 0.90273E+07, 0.98613E+07, 0.10766E+08, 0.11747E+08, 0.12809E+08, 0.13960E+08, 0.15206E+08, 0.16553E+08, 0.18010E+08, 0.19584E+08, 0.21283E+08, 0.23118E+08, 0.25097E+08, 0.27231E+08, 0.29531E+08, 0.32008E+08, 0.34674E+08, 0.37544E+08, 0.40630E+08, 0.43948E+08, 0.47513E+08, 0.51341E+08, 0.55451E+08, 0.59860E+08, 0.64589E+08, 0.69658E+08, 0.75089E+08, 0.80906E+08, 0.87134E+08, 0.93797E+08, 0.10092E+09, 0.10854E+09, 0.11669E+09, 0.12539E+09, 0.13467E+09, 0.14459E+09, 0.15517E+09, 0.16645E+09, 0.17847E+09, 0.19129E+09, 0.20494E+09, 0.21948E+09, 0.23495E+09, 0.25141E+09, 0.26893E+09, 0.28754E+09, 0.30733E+09, 0.32836E+09, 0.35069E+09, 0.37440E+09, 0.39956E+09, 0.42626E+09, 0.45457E+09, 0.48460E+09, 0.51642E+09, 0.55013E+09, 0.58585E+09, 0.62366E+09, 0.66369E+09, 0.70605E+09, 0.75085E+09, 0.79824E+09]) # --------------- H2O2 1661: M = 25, I = 1 --------------------- M = 25 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.62392E+03, 0.10958E+04, 0.16692E+04, 0.23492E+04, 0.31427E+04, 0.40574E+04, 0.51014E+04, 0.62840E+04, 0.76157E+04, 0.91085E+04, 0.10776E+05, 0.12633E+05, 0.14696E+05, 0.16983E+05, 0.19515E+05, 0.22312E+05, 0.25396E+05, 0.28792E+05, 0.32526E+05, 0.36625E+05, 0.41118E+05, 0.46036E+05, 0.51410E+05, 0.57275E+05, 0.63667E+05, 0.70623E+05, 0.78185E+05, 0.86394E+05, 0.95295E+05, 0.10493E+06, 0.11536E+06, 0.12662E+06, 0.13878E+06, 0.15188E+06, 0.16600E+06, 0.18118E+06, 0.19750E+06, 0.21503E+06, 0.23383E+06, 0.25398E+06, 0.27556E+06, 0.29864E+06, 0.32333E+06, 0.34970E+06, 0.37784E+06, 0.40786E+06, 0.43985E+06, 0.47392E+06, 0.51018E+06, 0.54874E+06, 0.58972E+06, 0.63324E+06, 0.67943E+06, 0.72843E+06, 0.78037E+06, 0.83540E+06, 0.89366E+06, 0.95530E+06, 0.10205E+07, 0.10894E+07, 0.11622E+07, 0.12391E+07, 0.13202E+07, 0.14057E+07, 0.14959E+07, 0.15909E+07, 0.16910E+07, 0.17963E+07, 0.19072E+07, 0.20237E+07, 0.21463E+07, 0.22750E+07, 0.24102E+07, 0.25522E+07, 0.27012E+07, 0.28575E+07, 0.30213E+07, 0.31931E+07, 0.33730E+07, 0.35615E+07, 0.37588E+07, 0.39653E+07, 0.41813E+07, 0.44072E+07, 0.46433E+07, 0.48901E+07, 0.51479E+07, 0.54171E+07, 0.56982E+07, 0.59915E+07, 0.62976E+07, 0.66167E+07, 0.69495E+07, 0.72963E+07, 0.76577E+07, 0.80342E+07, 0.84262E+07, 0.88343E+07, 0.92591E+07, 0.97011E+07, 0.10161E+08, 0.10639E+08, 0.11136E+08, 0.11652E+08, 0.12189E+08, 0.12746E+08, 0.13325E+08, 0.13926E+08, 0.14550E+08, 0.15198E+08, 0.15870E+08, 0.16566E+08, 0.17289E+08, 0.18038E+08, 0.18814E+08, 0.19619E+08, 0.20452E+08, 0.21315E+08, 0.22209E+08]) # --------------- C2H2 1221: M = 26, I = 1 --------------------- M = 26 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.71617E+02, 0.10121E+03, 0.13092E+03, 0.16104E+03, 0.19218E+03, 0.22509E+03, 0.26062E+03, 0.29959E+03, 0.34281E+03, 0.39103E+03, 0.44503E+03, 0.50558E+03, 0.57346E+03, 0.64950E+03, 0.73457E+03, 0.82960E+03, 0.93557E+03, 0.10535E+04, 0.11846E+04, 0.13301E+04, 0.14911E+04, 0.16692E+04, 0.18658E+04, 0.20825E+04, 0.23211E+04, 0.25833E+04, 0.28711E+04, 0.31867E+04, 0.35323E+04, 0.39102E+04, 0.43230E+04, 0.47735E+04, 0.52645E+04, 0.57991E+04, 0.63807E+04, 0.70127E+04, 0.76988E+04, 0.84430E+04, 0.92495E+04, 0.10123E+05, 0.11067E+05, 0.12088E+05, 0.13191E+05, 0.14381E+05, 0.15664E+05, 0.17047E+05, 0.18536E+05, 0.20137E+05, 0.21859E+05, 0.23710E+05, 0.25696E+05, 0.27827E+05, 0.30112E+05, 0.32561E+05, 0.35183E+05, 0.37990E+05, 0.40991E+05, 0.44199E+05, 0.47626E+05, 0.51285E+05, 0.55189E+05, 0.59353E+05, 0.63791E+05, 0.68518E+05, 0.73551E+05, 0.78908E+05, 0.84604E+05, 0.90661E+05, 0.97095E+05, 0.10393E+06, 0.11118E+06, 0.11888E+06, 0.12704E+06, 0.13569E+06, 0.14486E+06, 0.15457E+06, 0.16485E+06, 0.17572E+06, 0.18722E+06, 0.19938E+06, 0.21223E+06, 0.22581E+06, 0.24014E+06, 0.25527E+06, 0.27123E+06, 0.28807E+06, 0.30582E+06, 0.32452E+06, 0.34423E+06, 0.36498E+06, 0.38683E+06, 0.40982E+06, 0.43401E+06, 0.45944E+06, 0.48618E+06, 0.51428E+06, 0.54380E+06, 0.57480E+06, 0.60735E+06, 0.64151E+06, 0.67735E+06, 0.71494E+06, 0.75436E+06, 0.79568E+06, 0.83898E+06, 0.88434E+06, 0.93184E+06, 0.98158E+06, 0.10336E+07, 0.10881E+07, 0.11451E+07, 0.12047E+07, 0.12670E+07, 0.13321E+07, 0.14002E+07, 0.14713E+07, 0.15455E+07, 0.16231E+07, 0.17040E+07]) # --------------- C2H2 1231: M = 26, I = 2 --------------------- M = 26 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(8.) TIPS_ISO_HASH[(M,I)] = float32([0.28647E+03, 0.40486E+03, 0.52369E+03, 0.64419E+03, 0.76874E+03, 0.90040E+03, 0.10425E+04, 0.11984E+04, 0.13713E+04, 0.15642E+04, 0.17802E+04, 0.20223E+04, 0.22939E+04, 0.25981E+04, 0.29384E+04, 0.33185E+04, 0.37424E+04, 0.42142E+04, 0.47386E+04, 0.53203E+04, 0.59646E+04, 0.66769E+04, 0.74633E+04, 0.83302E+04, 0.92845E+04, 0.10333E+05, 0.11485E+05, 0.12747E+05, 0.14129E+05, 0.15641E+05, 0.17292E+05, 0.19094E+05, 0.21058E+05, 0.23197E+05, 0.25523E+05, 0.28051E+05, 0.30796E+05, 0.33773E+05, 0.36999E+05, 0.40492E+05, 0.44270E+05, 0.48354E+05, 0.52765E+05, 0.57525E+05, 0.62658E+05, 0.68189E+05, 0.74144E+05, 0.80551E+05, 0.87439E+05, 0.94840E+05, 0.10279E+06, 0.11131E+06, 0.12045E+06, 0.13025E+06, 0.14074E+06, 0.15196E+06, 0.16397E+06, 0.17680E+06, 0.19051E+06, 0.20514E+06, 0.22076E+06, 0.23742E+06, 0.25517E+06, 0.27408E+06, 0.29421E+06, 0.31564E+06, 0.33842E+06, 0.36265E+06, 0.38839E+06, 0.41572E+06, 0.44474E+06, 0.47553E+06, 0.50818E+06, 0.54278E+06, 0.57945E+06, 0.61829E+06, 0.65940E+06, 0.70289E+06, 0.74890E+06, 0.79754E+06, 0.84894E+06, 0.90324E+06, 0.96057E+06, 0.10211E+07, 0.10849E+07, 0.11523E+07, 0.12233E+07, 0.12981E+07, 0.13769E+07, 0.14599E+07, 0.15473E+07, 0.16393E+07, 0.17361E+07, 0.18378E+07, 0.19447E+07, 0.20571E+07, 0.21752E+07, 0.22992E+07, 0.24294E+07, 0.25661E+07, 0.27094E+07, 0.28598E+07, 0.30175E+07, 0.31828E+07, 0.33560E+07, 0.35374E+07, 0.37274E+07, 0.39264E+07, 0.41346E+07, 0.43525E+07, 0.45805E+07, 0.48188E+07, 0.50681E+07, 0.53286E+07, 0.56008E+07, 0.58852E+07, 0.61823E+07, 0.64924E+07, 0.68162E+07]) # --------------- C2H2 1222: M = 26, I = 3 --------------------- M = 26 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.24843E+03, 0.35373E+03, 0.45997E+03, 0.56930E+03, 0.68497E+03, 0.81065E+03, 0.94999E+03, 0.11065E+04, 0.12837E+04, 0.14848E+04, 0.17135E+04, 0.19731E+04, 0.22675E+04, 0.26205E+04, 0.29999E+04, 0.34276E+04, 0.39086E+04, 0.44486E+04, 0.50533E+04, 0.57294E+04, 0.64837E+04, 0.73237E+04, 0.82576E+04, 0.92941E+04, 0.10443E+05, 0.11714E+05, 0.13117E+05, 0.14666E+05, 0.16373E+05, 0.18250E+05, 0.20313E+05, 0.22578E+05, 0.25060E+05, 0.27777E+05, 0.30750E+05, 0.33997E+05, 0.37541E+05, 0.41405E+05, 0.45614E+05, 0.50192E+05, 0.55170E+05, 0.60576E+05, 0.66441E+05, 0.72799E+05, 0.79686E+05, 0.87140E+05, 0.95199E+05, 0.10391E+06, 0.11331E+06, 0.12345E+06, 0.13438E+06, 0.14615E+06, 0.15882E+06, 0.17245E+06, 0.18710E+06, 0.20283E+06, 0.21972E+06, 0.23783E+06, 0.25724E+06, 0.27804E+06, 0.30030E+06, 0.32411E+06, 0.34958E+06, 0.37679E+06, 0.40585E+06, 0.43686E+06, 0.46994E+06, 0.50521E+06, 0.54280E+06, 0.58282E+06, 0.62542E+06, 0.67074E+06, 0.71892E+06, 0.77013E+06, 0.82453E+06, 0.88228E+06, 0.94356E+06, 0.10086E+07, 0.10775E+07, 0.11505E+07, 0.12279E+07, 0.13098E+07, 0.13964E+07, 0.14881E+07, 0.15850E+07, 0.16875E+07, 0.17957E+07, 0.19100E+07, 0.20307E+07, 0.21580E+07, 0.22923E+07, 0.24339E+07, 0.25831E+07, 0.27404E+07, 0.29060E+07, 0.30803E+07, 0.32638E+07, 0.34568E+07, 0.36598E+07, 0.38733E+07, 0.40976E+07, 0.43332E+07, 0.45807E+07, 0.48406E+07, 0.51133E+07, 0.53995E+07, 0.56997E+07, 0.60144E+07, 0.63444E+07, 0.66901E+07, 0.70524E+07, 0.74317E+07, 0.78289E+07, 0.82447E+07, 0.86797E+07, 0.91348E+07, 0.96108E+07, 0.10108E+08, 0.10629E+08]) # --------------- C2H6 1221: M = 27, I = 1 --------------------- M = 27 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.47267E+04, 0.80011E+04, 0.11928E+05, 0.16564E+05, 0.21985E+05, 0.28287E+05, 0.35590E+05, 0.44049E+05, 0.53862E+05, 0.65277E+05, 0.78597E+05, 0.94191E+05, 0.11250E+06, 0.13407E+06, 0.15952E+06, 0.18962E+06, 0.22526E+06, 0.26751E+06, 0.31763E+06, 0.37714E+06, 0.44780E+06, 0.53174E+06, 0.63145E+06, 0.74989E+06, 0.89056E+06, 0.10576E+07, 0.12559E+07, 0.14912E+07, 0.17704E+07, 0.21013E+07, 0.24936E+07, 0.29582E+07, 0.35083E+07, 0.41591E+07, 0.49286E+07, 0.58379E+07, 0.69116E+07, 0.81787E+07, 0.96728E+07, 0.11433E+08, 0.13506E+08, 0.15945E+08, 0.18812E+08, 0.22180E+08, 0.26134E+08, 0.30770E+08, 0.36204E+08, 0.42565E+08, 0.50008E+08, 0.58708E+08, 0.68868E+08, 0.80725E+08, 0.94548E+08, 0.11065E+09, 0.12940E+09, 0.15119E+09, 0.17652E+09, 0.20593E+09, 0.24003E+09, 0.27956E+09, 0.32533E+09, 0.37829E+09, 0.43951E+09, 0.51021E+09, 0.59180E+09, 0.68588E+09, 0.79427E+09, 0.91904E+09, 0.10625E+10, 0.12275E+10, 0.14168E+10, 0.16341E+10, 0.18831E+10, 0.21684E+10, 0.24949E+10, 0.28684E+10, 0.32951E+10, 0.37823E+10, 0.43382E+10, 0.49719E+10, 0.56938E+10, 0.65156E+10, 0.74502E+10, 0.85125E+10, 0.97190E+10, 0.11088E+11, 0.12641E+11, 0.14401E+11, 0.16393E+11, 0.18648E+11, 0.21198E+11, 0.24079E+11, 0.27332E+11, 0.31003E+11, 0.35142E+11, 0.39807E+11, 0.45060E+11, 0.50972E+11, 0.57620E+11, 0.65091E+11, 0.73483E+11, 0.82902E+11, 0.93467E+11, 0.10531E+12, 0.11858E+12, 0.13343E+12, 0.15005E+12, 0.16864E+12, 0.18941E+12, 0.21260E+12, 0.23849E+12, 0.26737E+12, 0.29957E+12, 0.33545E+12, 0.37541E+12, 0.41987E+12, 0.46934E+12, 0.52432E+12, 0.58542E+12]) # --------------- C2H6 1231: M = 27, I = 2 --------------------- M = 27 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.24128E+04, 0.40845E+04, 0.60896E+04, 0.84564E+04, 0.11224E+05, 0.14442E+05, 0.18170E+05, 0.22490E+05, 0.27501E+05, 0.33329E+05, 0.40131E+05, 0.48094E+05, 0.57446E+05, 0.68459E+05, 0.81458E+05, 0.96828E+05, 0.11503E+06, 0.13661E+06, 0.16221E+06, 0.19260E+06, 0.22869E+06, 0.27156E+06, 0.32249E+06, 0.38298E+06, 0.45483E+06, 0.54015E+06, 0.64144E+06, 0.76164E+06, 0.90423E+06, 0.10733E+07, 0.12737E+07, 0.15110E+07, 0.17920E+07, 0.21245E+07, 0.25176E+07, 0.29821E+07, 0.35307E+07, 0.41780E+07, 0.49414E+07, 0.58408E+07, 0.68999E+07, 0.81461E+07, 0.96110E+07, 0.11332E+08, 0.13352E+08, 0.15721E+08, 0.18497E+08, 0.21748E+08, 0.25551E+08, 0.29997E+08, 0.35189E+08, 0.41248E+08, 0.48313E+08, 0.56542E+08, 0.66122E+08, 0.77262E+08, 0.90206E+08, 0.10523E+09, 0.12267E+09, 0.14287E+09, 0.16626E+09, 0.19333E+09, 0.22462E+09, 0.26076E+09, 0.30247E+09, 0.35056E+09, 0.40596E+09, 0.46974E+09, 0.54310E+09, 0.62740E+09, 0.72420E+09, 0.83527E+09, 0.96260E+09, 0.11084E+10, 0.12754E+10, 0.14663E+10, 0.16845E+10, 0.19336E+10, 0.22178E+10, 0.25418E+10, 0.29109E+10, 0.33311E+10, 0.38090E+10, 0.43522E+10, 0.49691E+10, 0.56693E+10, 0.64633E+10, 0.73631E+10, 0.83821E+10, 0.95352E+10, 0.10839E+11, 0.12312E+11, 0.13976E+11, 0.15854E+11, 0.17971E+11, 0.20357E+11, 0.23043E+11, 0.26067E+11, 0.29467E+11, 0.33289E+11, 0.37581E+11, 0.42399E+11, 0.47804E+11, 0.53862E+11, 0.60649E+11, 0.68247E+11, 0.76750E+11, 0.86257E+11, 0.96882E+11, 0.10875E+12, 0.12199E+12, 0.13677E+12, 0.15325E+12, 0.17160E+12, 0.19204E+12, 0.21480E+12, 0.24010E+12, 0.26824E+12, 0.29950E+12]) # --------------- PH3 1111: M = 28, I = 1 --------------------- M = 28 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.29652E+03, 0.49643E+03, 0.72810E+03, 0.98777E+03, 0.12729E+04, 0.15820E+04, 0.19145E+04, 0.22708E+04, 0.26520E+04, 0.30600E+04, 0.34971E+04, 0.39662E+04, 0.44702E+04, 0.50126E+04, 0.55970E+04, 0.62273E+04, 0.69075E+04, 0.76421E+04, 0.84357E+04, 0.92933E+04, 0.10220E+05, 0.11222E+05, 0.12304E+05, 0.13473E+05, 0.14736E+05, 0.16099E+05, 0.17571E+05, 0.19160E+05, 0.20873E+05, 0.22720E+05, 0.24710E+05, 0.26854E+05, 0.29162E+05, 0.31646E+05, 0.34317E+05, 0.37188E+05, 0.40273E+05, 0.43585E+05, 0.47140E+05, 0.50953E+05, 0.55040E+05, 0.59419E+05, 0.64108E+05, 0.69127E+05, 0.74496E+05, 0.80236E+05, 0.86369E+05, 0.92918E+05, 0.99909E+05, 0.10737E+06, 0.11532E+06, 0.12380E+06, 0.13282E+06, 0.14244E+06, 0.15266E+06, 0.16354E+06, 0.17511E+06, 0.18739E+06, 0.20044E+06, 0.21430E+06, 0.22900E+06, 0.24459E+06, 0.26111E+06, 0.27862E+06, 0.29716E+06, 0.31680E+06, 0.33757E+06, 0.35954E+06, 0.38277E+06, 0.40733E+06, 0.43326E+06, 0.46065E+06, 0.48955E+06, 0.52005E+06, 0.55222E+06, 0.58614E+06, 0.62188E+06, 0.65953E+06, 0.69917E+06, 0.74091E+06, 0.78483E+06, 0.83103E+06, 0.87960E+06, 0.93067E+06, 0.98432E+06, 0.10407E+07, 0.10999E+07, 0.11620E+07, 0.12272E+07, 0.12956E+07, 0.13673E+07, 0.14425E+07, 0.15212E+07, 0.16038E+07, 0.16902E+07, 0.17808E+07, 0.18755E+07, 0.19746E+07, 0.20784E+07, 0.21868E+07, 0.23002E+07, 0.24187E+07, 0.25425E+07, 0.26719E+07, 0.28070E+07, 0.29480E+07, 0.30952E+07, 0.32488E+07, 0.34091E+07, 0.35762E+07, 0.37504E+07, 0.39320E+07, 0.41213E+07, 0.43185E+07, 0.45239E+07, 0.47378E+07, 0.49605E+07, 0.51923E+07, 0.54335E+07]) # --------------- COF2 269: M = 29, I = 1 --------------------- M = 29 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.54999E+04, 0.92749E+04, 0.13668E+05, 0.18643E+05, 0.24224E+05, 0.30487E+05, 0.37547E+05, 0.45543E+05, 0.54639E+05, 0.65019E+05, 0.76886E+05, 0.90462E+05, 0.10600E+06, 0.12377E+06, 0.14407E+06, 0.16723E+06, 0.19363E+06, 0.22367E+06, 0.25780E+06, 0.29650E+06, 0.34031E+06, 0.38982E+06, 0.44568E+06, 0.50859E+06, 0.57932E+06, 0.65872E+06, 0.74770E+06, 0.84724E+06, 0.95844E+06, 0.10825E+07, 0.12205E+07, 0.13741E+07, 0.15446E+07, 0.17336E+07, 0.19428E+07, 0.21742E+07, 0.24296E+07, 0.27113E+07, 0.30214E+07, 0.33626E+07, 0.37373E+07, 0.41484E+07, 0.45989E+07, 0.50921E+07, 0.56313E+07, 0.62202E+07, 0.68626E+07, 0.75628E+07, 0.83251E+07, 0.91542E+07, 0.10055E+08, 0.11033E+08, 0.12093E+08, 0.13242E+08, 0.14486E+08, 0.15831E+08, 0.17284E+08, 0.18853E+08, 0.20546E+08, 0.22371E+08, 0.24335E+08, 0.26450E+08, 0.28724E+08, 0.31167E+08, 0.33790E+08, 0.36605E+08, 0.39623E+08, 0.42856E+08, 0.46318E+08, 0.50022E+08, 0.53983E+08, 0.58215E+08, 0.62735E+08, 0.67558E+08, 0.72702E+08, 0.78186E+08, 0.84028E+08, 0.90247E+08, 0.96865E+08, 0.10390E+09, 0.11138E+09, 0.11933E+09, 0.12777E+09, 0.13672E+09, 0.14622E+09, 0.15629E+09, 0.16695E+09, 0.17825E+09, 0.19021E+09, 0.20287E+09, 0.21625E+09, 0.23039E+09, 0.24534E+09, 0.26113E+09, 0.27779E+09, 0.29538E+09, 0.31392E+09, 0.33348E+09, 0.35409E+09, 0.37580E+09, 0.39867E+09, 0.42274E+09, 0.44806E+09, 0.47470E+09, 0.50271E+09, 0.53215E+09, 0.56308E+09, 0.59557E+09, 0.62968E+09, 0.66548E+09, 0.70304E+09, 0.74243E+09, 0.78374E+09, 0.82703E+09, 0.87240E+09, 0.91992E+09, 0.96967E+09, 0.10218E+10, 0.10763E+10]) # --------------- COF2 369: M = 29, I = 2 --------------------- not in TIPS-2011 M = 29 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(0.) TIPS_ISO_HASH[(M,I)] = float32([0.]) # --------------- SF6 29: M = 30, I = 1 --------------------- M = 30 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.46373E+05, 0.78844E+05, 0.11939E+06, 0.17183E+06, 0.24247E+06, 0.34059E+06, 0.47963E+06, 0.67906E+06, 0.96713E+06, 0.13848E+07, 0.19911E+07, 0.28714E+07, 0.41481E+07, 0.59956E+07, 0.86617E+07, 0.12496E+08, 0.17991E+08, 0.25832E+08, 0.36971E+08, 0.52724E+08, 0.74895E+08, 0.10595E+09, 0.14923E+09, 0.20925E+09, 0.29208E+09, 0.40582E+09, 0.56124E+09, 0.77259E+09, 0.10586E+10, 0.14439E+10, 0.19605E+10, 0.26500E+10, 0.35662E+10, 0.47781E+10, 0.63747E+10, 0.84689E+10, 0.11205E+11, 0.14765E+11, 0.19378E+11, 0.25336E+11, 0.32998E+11, 0.42819E+11, 0.55361E+11, 0.71323E+11, 0.91569E+11, 0.11716E+12, 0.14941E+12, 0.18992E+12, 0.24065E+12, 0.30398E+12, 0.38283E+12, 0.48069E+12, 0.60182E+12, 0.75136E+12, 0.93546E+12, 0.11615E+13, 0.14384E+13, 0.17767E+13, 0.21890E+13, 0.26903E+13, 0.32984E+13, 0.40344E+13, 0.49232E+13, 0.59942E+13, 0.72819E+13, 0.88272E+13, 0.10678E+14, 0.12889E+14, 0.15527E+14, 0.18666E+14, 0.22397E+14, 0.26823E+14, 0.32062E+14, 0.38253E+14, 0.45558E+14, 0.54161E+14, 0.64277E+14, 0.76153E+14, 0.90072E+14, 0.10636E+15, 0.12539E+15, 0.14759E+15, 0.17345E+15, 0.20354E+15, 0.23848E+15, 0.27902E+15, 0.32597E+15, 0.38028E+15, 0.44303E+15, 0.51542E+15, 0.59883E+15, 0.69482E+15, 0.80516E+15, 0.93182E+15, 0.10770E+16, 0.12434E+16, 0.14336E+16, 0.16511E+16, 0.18992E+16, 0.21821E+16, 0.25043E+16, 0.28709E+16, 0.32875E+16, 0.37604E+16, 0.42968E+16, 0.49046E+16, 0.55925E+16, 0.63704E+16, 0.72492E+16, 0.82411E+16, 0.93596E+16, 0.10620E+17, 0.12038E+17, 0.13633E+17, 0.15425E+17, 0.17438E+17, 0.19694E+17, 0.22224E+17, 0.25057E+17]) # --------------- H2S 121: M = 31, I = 1 --------------------- M = 31 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.47192E+02, 0.78671E+02, 0.11510E+03, 0.15589E+03, 0.20061E+03, 0.24896E+03, 0.30070E+03, 0.35571E+03, 0.41386E+03, 0.47513E+03, 0.53951E+03, 0.60703E+03, 0.67772E+03, 0.75167E+03, 0.82896E+03, 0.90969E+03, 0.99396E+03, 0.10819E+04, 0.11736E+04, 0.12692E+04, 0.13689E+04, 0.14727E+04, 0.15809E+04, 0.16937E+04, 0.18111E+04, 0.19333E+04, 0.20606E+04, 0.21931E+04, 0.23309E+04, 0.24744E+04, 0.26236E+04, 0.27788E+04, 0.29403E+04, 0.31081E+04, 0.32825E+04, 0.34638E+04, 0.36522E+04, 0.38478E+04, 0.40510E+04, 0.42619E+04, 0.44808E+04, 0.47080E+04, 0.49437E+04, 0.51881E+04, 0.54415E+04, 0.57042E+04, 0.59764E+04, 0.62584E+04, 0.65505E+04, 0.68529E+04, 0.71660E+04, 0.74899E+04, 0.78251E+04, 0.81718E+04, 0.85303E+04, 0.89008E+04, 0.92838E+04, 0.96795E+04, 0.10088E+05, 0.10510E+05, 0.10946E+05, 0.11396E+05, 0.11860E+05, 0.12339E+05, 0.12833E+05, 0.13342E+05, 0.13867E+05, 0.14408E+05, 0.14966E+05, 0.15540E+05, 0.16132E+05, 0.16741E+05, 0.17368E+05, 0.18013E+05, 0.18677E+05, 0.19361E+05, 0.20064E+05, 0.20786E+05, 0.21529E+05, 0.22293E+05, 0.23078E+05, 0.23885E+05, 0.24714E+05, 0.25565E+05, 0.26439E+05, 0.27337E+05, 0.28258E+05, 0.29204E+05, 0.30174E+05, 0.31170E+05, 0.32191E+05, 0.33239E+05, 0.34313E+05, 0.35414E+05, 0.36543E+05, 0.37700E+05, 0.38886E+05, 0.40101E+05, 0.41346E+05, 0.42621E+05, 0.43926E+05, 0.45263E+05, 0.46631E+05, 0.48033E+05, 0.49466E+05, 0.50934E+05, 0.52435E+05, 0.53971E+05, 0.55542E+05, 0.57149E+05, 0.58792E+05, 0.60472E+05, 0.62190E+05, 0.63946E+05, 0.65740E+05, 0.67574E+05, 0.69448E+05, 0.71362E+05, 0.73318E+05]) # --------------- H2S 141: M = 31, I = 2 --------------------- M = 31 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.47310E+02, 0.78869E+02, 0.11539E+03, 0.15628E+03, 0.20112E+03, 0.24959E+03, 0.30147E+03, 0.35661E+03, 0.41491E+03, 0.47634E+03, 0.54088E+03, 0.60857E+03, 0.67945E+03, 0.75359E+03, 0.83107E+03, 0.91201E+03, 0.99649E+03, 0.10846E+04, 0.11766E+04, 0.12724E+04, 0.13724E+04, 0.14765E+04, 0.15850E+04, 0.16980E+04, 0.18157E+04, 0.19382E+04, 0.20658E+04, 0.21987E+04, 0.23369E+04, 0.24807E+04, 0.26303E+04, 0.27859E+04, 0.29478E+04, 0.31160E+04, 0.32909E+04, 0.34727E+04, 0.36615E+04, 0.38576E+04, 0.40613E+04, 0.42728E+04, 0.44923E+04, 0.47200E+04, 0.49563E+04, 0.52013E+04, 0.54554E+04, 0.57188E+04, 0.59917E+04, 0.62744E+04, 0.65672E+04, 0.68704E+04, 0.71843E+04, 0.75090E+04, 0.78451E+04, 0.81926E+04, 0.85520E+04, 0.89236E+04, 0.93075E+04, 0.97042E+04, 0.10114E+05, 0.10537E+05, 0.10974E+05, 0.11425E+05, 0.11890E+05, 0.12370E+05, 0.12866E+05, 0.13376E+05, 0.13903E+05, 0.14445E+05, 0.15004E+05, 0.15580E+05, 0.16173E+05, 0.16784E+05, 0.17412E+05, 0.18059E+05, 0.18725E+05, 0.19410E+05, 0.20115E+05, 0.20839E+05, 0.21584E+05, 0.22350E+05, 0.23137E+05, 0.23946E+05, 0.24777E+05, 0.25630E+05, 0.26507E+05, 0.27407E+05, 0.28330E+05, 0.29278E+05, 0.30251E+05, 0.31249E+05, 0.32273E+05, 0.33324E+05, 0.34401E+05, 0.35505E+05, 0.36637E+05, 0.37797E+05, 0.38985E+05, 0.40204E+05, 0.41451E+05, 0.42729E+05, 0.44038E+05, 0.45379E+05, 0.46751E+05, 0.48155E+05, 0.49593E+05, 0.51064E+05, 0.52569E+05, 0.54109E+05, 0.55684E+05, 0.57295E+05, 0.58943E+05, 0.60627E+05, 0.62349E+05, 0.64109E+05, 0.65908E+05, 0.67747E+05, 0.69625E+05, 0.71544E+05, 0.73505E+05]) # --------------- H2S 131: M = 30, I = 3 --------------------- M = 31 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(4.) TIPS_ISO_HASH[(M,I)] = float32([0.18901E+03, 0.31509E+03, 0.46102E+03, 0.62437E+03, 0.80349E+03, 0.99713E+03, 0.12044E+04, 0.14247E+04, 0.16576E+04, 0.19030E+04, 0.21609E+04, 0.24313E+04, 0.27145E+04, 0.30106E+04, 0.33202E+04, 0.36436E+04, 0.39811E+04, 0.43332E+04, 0.47005E+04, 0.50835E+04, 0.54827E+04, 0.58987E+04, 0.63321E+04, 0.67836E+04, 0.72538E+04, 0.77434E+04, 0.82532E+04, 0.87838E+04, 0.93360E+04, 0.99106E+04, 0.10508E+05, 0.11130E+05, 0.11777E+05, 0.12449E+05, 0.13147E+05, 0.13874E+05, 0.14628E+05, 0.15412E+05, 0.16225E+05, 0.17070E+05, 0.17947E+05, 0.18857E+05, 0.19801E+05, 0.20780E+05, 0.21795E+05, 0.22847E+05, 0.23937E+05, 0.25067E+05, 0.26236E+05, 0.27448E+05, 0.28702E+05, 0.29999E+05, 0.31342E+05, 0.32730E+05, 0.34166E+05, 0.35650E+05, 0.37184E+05, 0.38769E+05, 0.40406E+05, 0.42097E+05, 0.43842E+05, 0.45644E+05, 0.47503E+05, 0.49421E+05, 0.51399E+05, 0.53439E+05, 0.55542E+05, 0.57709E+05, 0.59942E+05, 0.62242E+05, 0.64611E+05, 0.67051E+05, 0.69563E+05, 0.72148E+05, 0.74808E+05, 0.77545E+05, 0.80360E+05, 0.83255E+05, 0.86232E+05, 0.89291E+05, 0.92435E+05, 0.95667E+05, 0.98986E+05, 0.10240E+06, 0.10590E+06, 0.10949E+06, 0.11318E+06, 0.11697E+06, 0.12086E+06, 0.12484E+06, 0.12893E+06, 0.13313E+06, 0.13743E+06, 0.14184E+06, 0.14637E+06, 0.15100E+06, 0.15575E+06, 0.16062E+06, 0.16560E+06, 0.17071E+06, 0.17594E+06, 0.18129E+06, 0.18677E+06, 0.19238E+06, 0.19813E+06, 0.20400E+06, 0.21002E+06, 0.21617E+06, 0.22246E+06, 0.22890E+06, 0.23548E+06, 0.24221E+06, 0.24909E+06, 0.25612E+06, 0.26331E+06, 0.27065E+06, 0.27816E+06, 0.28583E+06, 0.29366E+06]) # --------------- HCOOH 126: M = 32, I = 1 --------------------- M = 32 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(4.) TIPS_ISO_HASH[(M,I)] = float32([0.31899E+04, 0.53773E+04, 0.79205E+04, 0.10792E+05, 0.13993E+05, 0.17550E+05, 0.21509E+05, 0.25930E+05, 0.30885E+05, 0.36460E+05, 0.42750E+05, 0.49864E+05, 0.57926E+05, 0.67071E+05, 0.77453E+05, 0.89243E+05, 0.10263E+06, 0.11783E+06, 0.13507E+06, 0.15462E+06, 0.17676E+06, 0.20183E+06, 0.23018E+06, 0.26221E+06, 0.29836E+06, 0.33911E+06, 0.38501E+06, 0.43664E+06, 0.49467E+06, 0.55981E+06, 0.63286E+06, 0.71470E+06, 0.80628E+06, 0.90865E+06, 0.10230E+07, 0.11505E+07, 0.12927E+07, 0.14509E+07, 0.16269E+07, 0.18225E+07, 0.20396E+07, 0.22804E+07, 0.25472E+07, 0.28425E+07, 0.31692E+07, 0.35301E+07, 0.39285E+07, 0.43681E+07, 0.48525E+07, 0.53858E+07, 0.59727E+07, 0.66178E+07, 0.73265E+07, 0.81042E+07, 0.89571E+07, 0.98918E+07, 0.10915E+08, 0.12035E+08, 0.13259E+08, 0.14597E+08, 0.16057E+08, 0.17650E+08, 0.19387E+08, 0.21279E+08, 0.23339E+08, 0.25579E+08, 0.28016E+08, 0.30663E+08, 0.33536E+08, 0.36655E+08, 0.40037E+08, 0.43701E+08, 0.47671E+08, 0.51967E+08, 0.56614E+08, 0.61639E+08, 0.67068E+08, 0.72930E+08, 0.79257E+08, 0.86082E+08, 0.93439E+08, 0.10137E+09, 0.10990E+09, 0.11909E+09, 0.12898E+09, 0.13960E+09, 0.15102E+09, 0.16329E+09, 0.17646E+09, 0.19059E+09, 0.20575E+09, 0.22200E+09, 0.23941E+09, 0.25806E+09, 0.27802E+09, 0.29938E+09, 0.32223E+09, 0.34666E+09, 0.37276E+09, 0.40064E+09, 0.43041E+09, 0.46218E+09, 0.49607E+09, 0.53221E+09, 0.57074E+09, 0.61179E+09, 0.65551E+09, 0.70206E+09, 0.75159E+09, 0.80430E+09, 0.86034E+09, 0.91992E+09, 0.98324E+09, 0.10505E+10, 0.11219E+10, 0.11977E+10, 0.12782E+10, 0.13635E+10, 0.14540E+10]) # --------------- HO2 166: M = 33, I = 1 --------------------- M = 33 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.39277E+03, 0.66062E+03, 0.97123E+03, 0.13194E+04, 0.17014E+04, 0.21148E+04, 0.25578E+04, 0.30296E+04, 0.35297E+04, 0.40585E+04, 0.46167E+04, 0.52055E+04, 0.58264E+04, 0.64809E+04, 0.71707E+04, 0.78978E+04, 0.86641E+04, 0.94715E+04, 0.10322E+05, 0.11218E+05, 0.12161E+05, 0.13154E+05, 0.14198E+05, 0.15296E+05, 0.16449E+05, 0.17661E+05, 0.18933E+05, 0.20267E+05, 0.21666E+05, 0.23133E+05, 0.24669E+05, 0.26277E+05, 0.27960E+05, 0.29720E+05, 0.31560E+05, 0.33482E+05, 0.35489E+05, 0.37584E+05, 0.39769E+05, 0.42048E+05, 0.44423E+05, 0.46898E+05, 0.49475E+05, 0.52157E+05, 0.54948E+05, 0.57850E+05, 0.60868E+05, 0.64003E+05, 0.67261E+05, 0.70643E+05, 0.74154E+05, 0.77797E+05, 0.81575E+05, 0.85492E+05, 0.89553E+05, 0.93760E+05, 0.98118E+05, 0.10263E+06, 0.10730E+06, 0.11213E+06, 0.11713E+06, 0.12230E+06, 0.12765E+06, 0.13317E+06, 0.13888E+06, 0.14478E+06, 0.15086E+06, 0.15715E+06, 0.16363E+06, 0.17032E+06, 0.17723E+06, 0.18434E+06, 0.19168E+06, 0.19924E+06, 0.20704E+06, 0.21506E+06, 0.22333E+06, 0.23185E+06, 0.24061E+06, 0.24963E+06, 0.25891E+06, 0.26846E+06, 0.27828E+06, 0.28838E+06, 0.29876E+06, 0.30943E+06, 0.32039E+06, 0.33166E+06, 0.34323E+06, 0.35512E+06, 0.36732E+06, 0.37985E+06, 0.39271E+06, 0.40590E+06, 0.41944E+06, 0.43333E+06, 0.44758E+06, 0.46219E+06, 0.47717E+06, 0.49252E+06, 0.50826E+06, 0.52439E+06, 0.54091E+06, 0.55784E+06, 0.57518E+06, 0.59293E+06, 0.61112E+06, 0.62973E+06, 0.64878E+06, 0.66828E+06, 0.68824E+06, 0.70866E+06, 0.72955E+06, 0.75091E+06, 0.77276E+06, 0.79511E+06, 0.81795E+06, 0.84131E+06, 0.86518E+06]) # --------------- O 6: M = 34, I = 1 --------------------- not in TIPS-2011 M = 34 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(0.) TIPS_ISO_HASH[(M,I)] = float32([0.]) # --------------- ClONO2 5646: M = 35, I = 1 --------------------- M = 35 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(12.) TIPS_ISO_HASH[(M,I)] = float32([0.11444E+06, 0.21121E+06, 0.34858E+06, 0.53934E+06, 0.80041E+06, 0.11539E+07, 0.16286E+07, 0.22614E+07, 0.30992E+07, 0.42015E+07, 0.56426E+07, 0.75152E+07, 0.99344E+07, 0.13042E+08, 0.17012E+08, 0.22058E+08, 0.28437E+08, 0.36463E+08, 0.46514E+08, 0.59042E+08, 0.74589E+08, 0.93801E+08, 0.11744E+09, 0.14643E+09, 0.18181E+09, 0.22486E+09, 0.27705E+09, 0.34009E+09, 0.41598E+09, 0.50705E+09, 0.61599E+09, 0.74590E+09, 0.90037E+09, 0.10835E+10, 0.13001E+10, 0.15554E+10, 0.18556E+10, 0.22079E+10, 0.26200E+10, 0.31012E+10, 0.36615E+10, 0.43126E+10, 0.50675E+10, 0.59409E+10, 0.69492E+10, 0.81110E+10, 0.94469E+10, 0.10980E+11, 0.12736E+11, 0.14745E+11, 0.17037E+11, 0.19649E+11, 0.22620E+11, 0.25994E+11, 0.29819E+11, 0.34150E+11, 0.39044E+11, 0.44568E+11, 0.50794E+11, 0.57799E+11, 0.65672E+11, 0.74506E+11, 0.84408E+11, 0.95490E+11, 0.10788E+12, 0.12171E+12, 0.13713E+12, 0.15431E+12, 0.17342E+12, 0.19465E+12, 0.21822E+12, 0.24435E+12, 0.27329E+12, 0.30530E+12, 0.34069E+12, 0.37976E+12, 0.42286E+12, 0.47034E+12, 0.52262E+12, 0.58012E+12, 0.64330E+12, 0.71267E+12, 0.78875E+12, 0.87214E+12, 0.96344E+12, 0.10633E+13, 0.11725E+13, 0.12918E+13, 0.14220E+13, 0.15640E+13, 0.17188E+13, 0.18873E+13, 0.20706E+13, 0.22700E+13, 0.24866E+13, 0.27218E+13, 0.29771E+13, 0.32538E+13, 0.35537E+13, 0.38784E+13, 0.42299E+13, 0.46100E+13, 0.50208E+13, 0.54645E+13, 0.59435E+13, 0.64603E+13, 0.70175E+13, 0.76180E+13, 0.82647E+13, 0.89608E+13, 0.97097E+13, 0.10515E+14, 0.11380E+14, 0.12310E+14, 0.13307E+14, 0.14378E+14, 0.15526E+14, 0.16756E+14, 0.18075E+14]) # --------------- ClONO2 7646: M = 35, I = 2 --------------------- M = 35 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(12.) TIPS_ISO_HASH[(M,I)] = float32([0.11735E+06, 0.21659E+06, 0.35745E+06, 0.55307E+06, 0.82078E+06, 0.11833E+07, 0.16700E+07, 0.23189E+07, 0.31781E+07, 0.43084E+07, 0.57862E+07, 0.77065E+07, 0.10187E+08, 0.13374E+08, 0.17445E+08, 0.22619E+08, 0.29161E+08, 0.37391E+08, 0.47698E+08, 0.60545E+08, 0.76487E+08, 0.96188E+08, 0.12043E+09, 0.15015E+09, 0.18644E+09, 0.23059E+09, 0.28410E+09, 0.34874E+09, 0.42657E+09, 0.51995E+09, 0.63167E+09, 0.76489E+09, 0.92329E+09, 0.11111E+10, 0.13331E+10, 0.15950E+10, 0.19029E+10, 0.22641E+10, 0.26867E+10, 0.31801E+10, 0.37547E+10, 0.44224E+10, 0.51965E+10, 0.60921E+10, 0.71261E+10, 0.83174E+10, 0.96873E+10, 0.11260E+11, 0.13061E+11, 0.15120E+11, 0.17471E+11, 0.20149E+11, 0.23196E+11, 0.26656E+11, 0.30578E+11, 0.35019E+11, 0.40038E+11, 0.45703E+11, 0.52087E+11, 0.59270E+11, 0.67343E+11, 0.76403E+11, 0.86556E+11, 0.97921E+11, 0.11062E+12, 0.12481E+12, 0.14062E+12, 0.15824E+12, 0.17783E+12, 0.19961E+12, 0.22377E+12, 0.25057E+12, 0.28024E+12, 0.31308E+12, 0.34936E+12, 0.38943E+12, 0.43362E+12, 0.48232E+12, 0.53593E+12, 0.59489E+12, 0.65968E+12, 0.73081E+12, 0.80883E+12, 0.89434E+12, 0.98797E+12, 0.10904E+13, 0.12024E+13, 0.13247E+13, 0.14582E+13, 0.16038E+13, 0.17625E+13, 0.19353E+13, 0.21233E+13, 0.23278E+13, 0.25499E+13, 0.27911E+13, 0.30528E+13, 0.33366E+13, 0.36442E+13, 0.39772E+13, 0.43376E+13, 0.47273E+13, 0.51486E+13, 0.56036E+13, 0.60948E+13, 0.66248E+13, 0.71962E+13, 0.78119E+13, 0.84751E+13, 0.91889E+13, 0.99569E+13, 0.10783E+14, 0.11670E+14, 0.12623E+14, 0.13646E+14, 0.14744E+14, 0.15921E+14, 0.17183E+14, 0.18535E+14]) # --------------- NOp 46: M = 36, I = 1 --------------------- M = 36 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(3.) TIPS_ISO_HASH[(M,I)] = float32([0.63956E+02, 0.90185E+02, 0.11642E+03, 0.14265E+03, 0.16889E+03, 0.19513E+03, 0.22138E+03, 0.24763E+03, 0.27388E+03, 0.30013E+03, 0.32639E+03, 0.35266E+03, 0.37894E+03, 0.40523E+03, 0.43155E+03, 0.45790E+03, 0.48429E+03, 0.51074E+03, 0.53725E+03, 0.56383E+03, 0.59052E+03, 0.61731E+03, 0.64422E+03, 0.67127E+03, 0.69846E+03, 0.72582E+03, 0.75335E+03, 0.78108E+03, 0.80901E+03, 0.83715E+03, 0.86552E+03, 0.89413E+03, 0.92298E+03, 0.95208E+03, 0.98144E+03, 0.10111E+04, 0.10410E+04, 0.10712E+04, 0.11017E+04, 0.11325E+04, 0.11636E+04, 0.11950E+04, 0.12268E+04, 0.12588E+04, 0.12912E+04, 0.13239E+04, 0.13570E+04, 0.13903E+04, 0.14241E+04, 0.14581E+04, 0.14926E+04, 0.15273E+04, 0.15624E+04, 0.15979E+04, 0.16337E+04, 0.16699E+04, 0.17065E+04, 0.17434E+04, 0.17806E+04, 0.18183E+04, 0.18563E+04, 0.18947E+04, 0.19334E+04, 0.19725E+04, 0.20120E+04, 0.20519E+04, 0.20921E+04, 0.21327E+04, 0.21737E+04, 0.22151E+04, 0.22568E+04, 0.22990E+04, 0.23415E+04, 0.23844E+04, 0.24276E+04, 0.24713E+04, 0.25153E+04, 0.25598E+04, 0.26046E+04, 0.26497E+04, 0.26953E+04, 0.27413E+04, 0.27876E+04, 0.28343E+04, 0.28815E+04, 0.29290E+04, 0.29769E+04, 0.30251E+04, 0.30738E+04, 0.31229E+04, 0.31723E+04, 0.32222E+04, 0.32724E+04, 0.33230E+04, 0.33740E+04, 0.34254E+04, 0.34772E+04, 0.35294E+04, 0.35819E+04, 0.36349E+04, 0.36883E+04, 0.37420E+04, 0.37961E+04, 0.38507E+04, 0.39056E+04, 0.39609E+04, 0.40166E+04, 0.40727E+04, 0.41292E+04, 0.41861E+04, 0.42434E+04, 0.43010E+04, 0.43591E+04, 0.44176E+04, 0.44764E+04, 0.45357E+04, 0.45953E+04, 0.46554E+04, 0.47158E+04]) # --------------- HOBr 169: M = 37, I = 1 --------------------- M = 37 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(8.) TIPS_ISO_HASH[(M,I)] = float32([0.24445E+04, 0.41206E+04, 0.60683E+04, 0.82610E+04, 0.10689E+05, 0.13352E+05, 0.16261E+05, 0.19427E+05, 0.22867E+05, 0.26600E+05, 0.30643E+05, 0.35018E+05, 0.39745E+05, 0.44844E+05, 0.50338E+05, 0.56249E+05, 0.62599E+05, 0.69410E+05, 0.76706E+05, 0.84509E+05, 0.92845E+05, 0.10174E+06, 0.11121E+06, 0.12128E+06, 0.13199E+06, 0.14335E+06, 0.15540E+06, 0.16815E+06, 0.18165E+06, 0.19591E+06, 0.21096E+06, 0.22684E+06, 0.24358E+06, 0.26120E+06, 0.27974E+06, 0.29922E+06, 0.31969E+06, 0.34118E+06, 0.36372E+06, 0.38735E+06, 0.41210E+06, 0.43800E+06, 0.46511E+06, 0.49345E+06, 0.52307E+06, 0.55400E+06, 0.58628E+06, 0.61997E+06, 0.65509E+06, 0.69170E+06, 0.72984E+06, 0.76954E+06, 0.81087E+06, 0.85386E+06, 0.89856E+06, 0.94502E+06, 0.99329E+06, 0.10434E+07, 0.10955E+07, 0.11495E+07, 0.12055E+07, 0.12636E+07, 0.13238E+07, 0.13862E+07, 0.14508E+07, 0.15177E+07, 0.15870E+07, 0.16587E+07, 0.17328E+07, 0.18095E+07, 0.18888E+07, 0.19707E+07, 0.20554E+07, 0.21428E+07, 0.22331E+07, 0.23263E+07, 0.24225E+07, 0.25217E+07, 0.26241E+07, 0.27296E+07, 0.28385E+07, 0.29506E+07, 0.30662E+07, 0.31853E+07, 0.33079E+07, 0.34341E+07, 0.35641E+07, 0.36979E+07, 0.38355E+07, 0.39771E+07, 0.41228E+07, 0.42725E+07, 0.44265E+07, 0.45848E+07, 0.47474E+07, 0.49145E+07, 0.50862E+07, 0.52624E+07, 0.54435E+07, 0.56293E+07, 0.58201E+07, 0.60159E+07, 0.62168E+07, 0.64229E+07, 0.66343E+07, 0.68511E+07, 0.70734E+07, 0.73013E+07, 0.75349E+07, 0.77742E+07, 0.80196E+07, 0.82709E+07, 0.85283E+07, 0.87920E+07, 0.90620E+07, 0.93385E+07, 0.96215E+07, 0.99112E+07, 0.10208E+08]) # --------------- HOBr 161: M = 37, I = 2 --------------------- M = 37 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(8.) TIPS_ISO_HASH[(M,I)] = float32([0.24350E+04, 0.41047E+04, 0.60448E+04, 0.82291E+04, 0.10648E+05, 0.13301E+05, 0.16200E+05, 0.19355E+05, 0.22784E+05, 0.26504E+05, 0.30534E+05, 0.34895E+05, 0.39607E+05, 0.44691E+05, 0.50169E+05, 0.56063E+05, 0.62394E+05, 0.69186E+05, 0.76461E+05, 0.84243E+05, 0.92555E+05, 0.10142E+06, 0.11087E+06, 0.12091E+06, 0.13159E+06, 0.14292E+06, 0.15494E+06, 0.16766E+06, 0.18112E+06, 0.19534E+06, 0.21036E+06, 0.22620E+06, 0.24289E+06, 0.26047E+06, 0.27896E+06, 0.29840E+06, 0.31882E+06, 0.34025E+06, 0.36274E+06, 0.38630E+06, 0.41099E+06, 0.43683E+06, 0.46387E+06, 0.49215E+06, 0.52169E+06, 0.55255E+06, 0.58475E+06, 0.61836E+06, 0.65340E+06, 0.68992E+06, 0.72796E+06, 0.76757E+06, 0.80880E+06, 0.85169E+06, 0.89628E+06, 0.94263E+06, 0.99079E+06, 0.10408E+07, 0.10927E+07, 0.11466E+07, 0.12025E+07, 0.12605E+07, 0.13205E+07, 0.13828E+07, 0.14472E+07, 0.15140E+07, 0.15831E+07, 0.16546E+07, 0.17286E+07, 0.18051E+07, 0.18842E+07, 0.19660E+07, 0.20504E+07, 0.21377E+07, 0.22277E+07, 0.23207E+07, 0.24167E+07, 0.25157E+07, 0.26178E+07, 0.27231E+07, 0.28317E+07, 0.29436E+07, 0.30589E+07, 0.31777E+07, 0.33001E+07, 0.34260E+07, 0.35557E+07, 0.36892E+07, 0.38265E+07, 0.39678E+07, 0.41131E+07, 0.42626E+07, 0.44162E+07, 0.45741E+07, 0.47364E+07, 0.49031E+07, 0.50744E+07, 0.52503E+07, 0.54309E+07, 0.56164E+07, 0.58067E+07, 0.60021E+07, 0.62025E+07, 0.64081E+07, 0.66191E+07, 0.68354E+07, 0.70572E+07, 0.72846E+07, 0.75177E+07, 0.77565E+07, 0.80013E+07, 0.82521E+07, 0.85090E+07, 0.87721E+07, 0.90415E+07, 0.93173E+07, 0.95997E+07, 0.98888E+07, 0.10185E+08]) # --------------- C2H4 221: M = 38, I = 1 --------------------- M = 38 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.95843E+03, 0.16137E+04, 0.23744E+04, 0.32285E+04, 0.41694E+04, 0.51963E+04, 0.63143E+04, 0.75337E+04, 0.88702E+04, 0.10344E+05, 0.11978E+05, 0.13802E+05, 0.15846E+05, 0.18145E+05, 0.20740E+05, 0.23675E+05, 0.27000E+05, 0.30770E+05, 0.35048E+05, 0.39905E+05, 0.45420E+05, 0.51680E+05, 0.58786E+05, 0.66850E+05, 0.75997E+05, 0.86369E+05, 0.98123E+05, 0.11144E+06, 0.12651E+06, 0.14356E+06, 0.16284E+06, 0.18463E+06, 0.20923E+06, 0.23699E+06, 0.26831E+06, 0.30360E+06, 0.34334E+06, 0.38808E+06, 0.43840E+06, 0.49495E+06, 0.55847E+06, 0.62976E+06, 0.70973E+06, 0.79935E+06, 0.89973E+06, 0.10121E+07, 0.11378E+07, 0.12782E+07, 0.14351E+07, 0.16102E+07, 0.18055E+07, 0.20231E+07, 0.22656E+07, 0.25354E+07, 0.28356E+07, 0.31692E+07, 0.35398E+07, 0.39511E+07, 0.44074E+07, 0.49132E+07, 0.54736E+07, 0.60940E+07, 0.67803E+07, 0.75392E+07, 0.83776E+07, 0.93035E+07, 0.10325E+08, 0.11452E+08, 0.12694E+08, 0.14062E+08, 0.15567E+08, 0.17224E+08, 0.19045E+08, 0.21046E+08, 0.23243E+08, 0.25655E+08, 0.28300E+08, 0.31200E+08, 0.34377E+08, 0.37856E+08, 0.41662E+08, 0.45826E+08, 0.50378E+08, 0.55351E+08, 0.60781E+08, 0.66707E+08, 0.73172E+08, 0.80219E+08, 0.87899E+08, 0.96262E+08, 0.10537E+09, 0.11527E+09, 0.12604E+09, 0.13775E+09, 0.15047E+09, 0.16428E+09, 0.17927E+09, 0.19553E+09, 0.21316E+09, 0.23226E+09, 0.25296E+09, 0.27537E+09, 0.29963E+09, 0.32587E+09, 0.35425E+09, 0.38492E+09, 0.41805E+09, 0.45383E+09, 0.49246E+09, 0.53413E+09, 0.57908E+09, 0.62754E+09, 0.67977E+09, 0.73602E+09, 0.79660E+09, 0.86179E+09, 0.93194E+09, 0.10074E+10, 0.10885E+10]) # --------------- C2H4 231: M = 38, I = 2 --------------------- M = 38 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.39228E+04, 0.66051E+04, 0.97190E+04, 0.13215E+05, 0.17066E+05, 0.21270E+05, 0.25846E+05, 0.30838E+05, 0.36309E+05, 0.42341E+05, 0.49032E+05, 0.56496E+05, 0.64862E+05, 0.74275E+05, 0.84897E+05, 0.96912E+05, 0.11052E+06, 0.12595E+06, 0.14347E+06, 0.16335E+06, 0.18592E+06, 0.21155E+06, 0.24064E+06, 0.27365E+06, 0.31109E+06, 0.35354E+06, 0.40166E+06, 0.45615E+06, 0.51785E+06, 0.58765E+06, 0.66657E+06, 0.75575E+06, 0.85646E+06, 0.97011E+06, 0.10983E+07, 0.12428E+07, 0.14055E+07, 0.15886E+07, 0.17945E+07, 0.20260E+07, 0.22861E+07, 0.25779E+07, 0.29052E+07, 0.32721E+07, 0.36830E+07, 0.41429E+07, 0.46573E+07, 0.52323E+07, 0.58744E+07, 0.65912E+07, 0.73906E+07, 0.82816E+07, 0.92740E+07, 0.10379E+08, 0.11607E+08, 0.12973E+08, 0.14490E+08, 0.16174E+08, 0.18042E+08, 0.20112E+08, 0.22406E+08, 0.24945E+08, 0.27755E+08, 0.30861E+08, 0.34293E+08, 0.38083E+08, 0.42266E+08, 0.46878E+08, 0.51961E+08, 0.57560E+08, 0.63724E+08, 0.70504E+08, 0.77959E+08, 0.86150E+08, 0.95145E+08, 0.10502E+09, 0.11585E+09, 0.12772E+09, 0.14072E+09, 0.15496E+09, 0.17054E+09, 0.18759E+09, 0.20622E+09, 0.22658E+09, 0.24880E+09, 0.27306E+09, 0.29952E+09, 0.32837E+09, 0.35981E+09, 0.39404E+09, 0.43131E+09, 0.47186E+09, 0.51595E+09, 0.56387E+09, 0.61594E+09, 0.67247E+09, 0.73382E+09, 0.80038E+09, 0.87255E+09, 0.95076E+09, 0.10355E+10, 0.11272E+10, 0.12265E+10, 0.13339E+10, 0.14501E+10, 0.15756E+10, 0.17113E+10, 0.18577E+10, 0.20159E+10, 0.21865E+10, 0.23705E+10, 0.25688E+10, 0.27826E+10, 0.30129E+10, 0.32608E+10, 0.35277E+10, 0.38149E+10, 0.41237E+10, 0.44557E+10]) # --------------- CH3OH 2161: M = 39, I = 1 --------------------- not in TIPS-2011 M = 39 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(0.) TIPS_ISO_HASH[(M,I)] = float32([0.]) # --------------- CH3Br 219: M = 40, I = 1 --------------------- M = 40 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(4.) TIPS_ISO_HASH[(M,I)] = float32([0.70299E+04, 0.11847E+05, 0.17442E+05, 0.23741E+05, 0.30723E+05, 0.38408E+05, 0.46851E+05, 0.56138E+05, 0.66375E+05, 0.77692E+05, 0.90239E+05, 0.10418E+06, 0.11972E+06, 0.13704E+06, 0.15639E+06, 0.17801E+06, 0.20218E+06, 0.22920E+06, 0.25940E+06, 0.29316E+06, 0.33087E+06, 0.37296E+06, 0.41992E+06, 0.47229E+06, 0.53062E+06, 0.59557E+06, 0.66781E+06, 0.74812E+06, 0.83731E+06, 0.93629E+06, 0.10461E+07, 0.11677E+07, 0.13023E+07, 0.14513E+07, 0.16159E+07, 0.17978E+07, 0.19985E+07, 0.22199E+07, 0.24638E+07, 0.27324E+07, 0.30280E+07, 0.33529E+07, 0.37099E+07, 0.41019E+07, 0.45319E+07, 0.50034E+07, 0.55199E+07, 0.60853E+07, 0.67039E+07, 0.73801E+07, 0.81189E+07, 0.89255E+07, 0.98056E+07, 0.10765E+08, 0.11811E+08, 0.12949E+08, 0.14188E+08, 0.15535E+08, 0.17000E+08, 0.18590E+08, 0.20317E+08, 0.22190E+08, 0.24220E+08, 0.26421E+08, 0.28804E+08, 0.31383E+08, 0.34173E+08, 0.37189E+08, 0.40448E+08, 0.43967E+08, 0.47765E+08, 0.51862E+08, 0.56280E+08, 0.61040E+08, 0.66167E+08, 0.71686E+08, 0.77624E+08, 0.84009E+08, 0.90873E+08, 0.98247E+08, 0.10616E+09, 0.11466E+09, 0.12378E+09, 0.13356E+09, 0.14403E+09, 0.15526E+09, 0.16728E+09, 0.18014E+09, 0.19391E+09, 0.20863E+09, 0.22436E+09, 0.24117E+09, 0.25913E+09, 0.27830E+09, 0.29875E+09, 0.32057E+09, 0.34384E+09, 0.36864E+09, 0.39506E+09, 0.42320E+09, 0.45316E+09, 0.48504E+09, 0.51896E+09, 0.55502E+09, 0.59336E+09, 0.63410E+09, 0.67738E+09, 0.72334E+09, 0.77212E+09, 0.82388E+09, 0.87879E+09, 0.93701E+09, 0.99873E+09, 0.10641E+10, 0.11334E+10, 0.12068E+10, 0.12845E+10, 0.13667E+10, 0.14536E+10]) # --------------- CH3Br 211: M = 40, I = 2 --------------------- M = 40 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(4.) TIPS_ISO_HASH[(M,I)] = float32([0.70566E+04, 0.11892E+05, 0.17508E+05, 0.23832E+05, 0.30841E+05, 0.38557E+05, 0.47036E+05, 0.56362E+05, 0.66644E+05, 0.78011E+05, 0.90615E+05, 0.10462E+06, 0.12023E+06, 0.13763E+06, 0.15707E+06, 0.17880E+06, 0.20308E+06, 0.23023E+06, 0.26059E+06, 0.29451E+06, 0.33240E+06, 0.37471E+06, 0.42191E+06, 0.47453E+06, 0.53316E+06, 0.59843E+06, 0.67104E+06, 0.75176E+06, 0.84141E+06, 0.94090E+06, 0.10512E+07, 0.11735E+07, 0.13088E+07, 0.14585E+07, 0.16241E+07, 0.18069E+07, 0.20086E+07, 0.22312E+07, 0.24764E+07, 0.27464E+07, 0.30435E+07, 0.33702E+07, 0.37291E+07, 0.41231E+07, 0.45554E+07, 0.50294E+07, 0.55486E+07, 0.61171E+07, 0.67389E+07, 0.74188E+07, 0.81616E+07, 0.89725E+07, 0.98573E+07, 0.10822E+08, 0.11873E+08, 0.13018E+08, 0.14263E+08, 0.15618E+08, 0.17090E+08, 0.18689E+08, 0.20425E+08, 0.22308E+08, 0.24350E+08, 0.26563E+08, 0.28959E+08, 0.31552E+08, 0.34357E+08, 0.37389E+08, 0.40666E+08, 0.44204E+08, 0.48023E+08, 0.52143E+08, 0.56585E+08, 0.61371E+08, 0.66526E+08, 0.72076E+08, 0.78046E+08, 0.84467E+08, 0.91369E+08, 0.98783E+08, 0.10674E+09, 0.11529E+09, 0.12446E+09, 0.13429E+09, 0.14482E+09, 0.15611E+09, 0.16820E+09, 0.18113E+09, 0.19497E+09, 0.20978E+09, 0.22560E+09, 0.24250E+09, 0.26056E+09, 0.27983E+09, 0.30040E+09, 0.32234E+09, 0.34574E+09, 0.37068E+09, 0.39725E+09, 0.42555E+09, 0.45567E+09, 0.48773E+09, 0.52184E+09, 0.55811E+09, 0.59666E+09, 0.63763E+09, 0.68115E+09, 0.72736E+09, 0.77642E+09, 0.82847E+09, 0.88368E+09, 0.94223E+09, 0.10043E+10, 0.10701E+10, 0.11397E+10, 0.12135E+10, 0.12916E+10, 0.13743E+10, 0.14618E+10]) # --------------- CH3CN 2124: M = 41, I = 1 --------------------- M = 41 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(3.) TIPS_ISO_HASH[(M,I)] = float32([0.54361E+04, 0.91953E+04, 0.13708E+05, 0.19097E+05, 0.25531E+05, 0.33206E+05, 0.42337E+05, 0.53173E+05, 0.66002E+05, 0.81163E+05, 0.99053E+05, 0.12014E+06, 0.14496E+06, 0.17414E+06, 0.20843E+06, 0.24866E+06, 0.29580E+06, 0.35099E+06, 0.41551E+06, 0.49085E+06, 0.57871E+06, 0.68104E+06, 0.80008E+06, 0.93836E+06, 0.10988E+07, 0.12848E+07, 0.14999E+07, 0.17487E+07, 0.20359E+07, 0.23670E+07, 0.27484E+07, 0.31871E+07, 0.36912E+07, 0.42697E+07, 0.49328E+07, 0.56921E+07, 0.65605E+07, 0.75526E+07, 0.86847E+07, 0.99753E+07, 0.11445E+08, 0.13116E+08, 0.15016E+08, 0.17172E+08, 0.19617E+08, 0.22386E+08, 0.25520E+08, 0.29063E+08, 0.33064E+08, 0.37578E+08, 0.42667E+08, 0.48397E+08, 0.54844E+08, 0.62090E+08, 0.70228E+08, 0.79358E+08, 0.89592E+08, 0.10105E+09, 0.11388E+09, 0.12822E+09, 0.14424E+09, 0.16212E+09, 0.18205E+09, 0.20427E+09, 0.22900E+09, 0.25652E+09, 0.28710E+09, 0.32107E+09, 0.35877E+09, 0.40059E+09, 0.44692E+09, 0.49822E+09, 0.55500E+09, 0.61777E+09, 0.68712E+09, 0.76370E+09, 0.84819E+09, 0.94135E+09, 0.10440E+10, 0.11570E+10, 0.12814E+10, 0.14181E+10, 0.15684E+10, 0.17334E+10, 0.19145E+10, 0.21131E+10, 0.23308E+10, 0.25693E+10, 0.28304E+10, 0.31161E+10, 0.34285E+10, 0.37698E+10, 0.41426E+10, 0.45496E+10, 0.49935E+10, 0.54776E+10, 0.60051E+10, 0.65796E+10, 0.72049E+10, 0.78853E+10, 0.86251E+10, 0.94291E+10, 0.10303E+11, 0.11251E+11, 0.12280E+11, 0.13396E+11, 0.14606E+11, 0.15916E+11, 0.17336E+11, 0.18873E+11, 0.20536E+11, 0.22334E+11, 0.24278E+11, 0.26379E+11, 0.28647E+11, 0.31096E+11, 0.33739E+11, 0.36589E+11, 0.39661E+11]) # --------------- CH3CN 2134: M = 41, I = 2 --------------------- not in HITRAN-2012 M = 41 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.10906E+05, 0.18458E+05, 0.27552E+05, 0.38455E+05, 0.51523E+05, 0.67161E+05, 0.85818E+05, 0.10801E+06, 0.13434E+06, 0.16550E+06, 0.20234E+06, 0.24581E+06, 0.29705E+06, 0.35737E+06, 0.42831E+06, 0.51162E+06, 0.60936E+06, 0.72387E+06, 0.85786E+06, 0.10145E+07, 0.11972E+07, 0.14102E+07, 0.16582E+07, 0.19465E+07, 0.22813E+07, 0.26695E+07, 0.31190E+07, 0.36390E+07, 0.42397E+07, 0.49328E+07, 0.57314E+07, 0.66507E+07, 0.77076E+07, 0.89211E+07, 0.10313E+08, 0.11907E+08, 0.13732E+08, 0.15817E+08, 0.18198E+08, 0.20914E+08, 0.24007E+08, 0.27527E+08, 0.31529E+08, 0.36073E+08, 0.41228E+08, 0.47070E+08, 0.53683E+08, 0.61162E+08, 0.69612E+08, 0.79149E+08, 0.89903E+08, 0.10202E+09, 0.11565E+09, 0.13098E+09, 0.14820E+09, 0.16753E+09, 0.18921E+09, 0.21349E+09, 0.24066E+09, 0.27106E+09, 0.30502E+09, 0.34293E+09, 0.38523E+09, 0.43237E+09, 0.48486E+09, 0.54328E+09, 0.60823E+09, 0.68039E+09, 0.76049E+09, 0.84935E+09, 0.94784E+09, 0.10569E+10, 0.11777E+10, 0.13112E+10, 0.14588E+10, 0.16217E+10, 0.18016E+10, 0.19999E+10, 0.22185E+10, 0.24592E+10, 0.27241E+10, 0.30155E+10, 0.33357E+10, 0.36875E+10, 0.40736E+10, 0.44971E+10, 0.49615E+10, 0.54702E+10, 0.60273E+10, 0.66369E+10, 0.73035E+10, 0.80322E+10, 0.88282E+10, 0.96972E+10, 0.10645E+11, 0.11679E+11, 0.12806E+11, 0.14034E+11, 0.15370E+11, 0.16824E+11, 0.18406E+11, 0.20125E+11, 0.21992E+11, 0.24020E+11, 0.26221E+11, 0.28608E+11, 0.31197E+11, 0.34002E+11, 0.37040E+11, 0.40330E+11, 0.43889E+11, 0.47739E+11, 0.51902E+11, 0.56400E+11, 0.61259E+11, 0.66504E+11, 0.72165E+11, 0.78272E+11, 0.84856E+11]) # --------------- CH3CN 3124: M = 41, I = 3 --------------------- not in HITRAN-2012 M = 41 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.11223E+05, 0.18985E+05, 0.28307E+05, 0.39441E+05, 0.52744E+05, 0.68620E+05, 0.87523E+05, 0.10997E+06, 0.13658E+06, 0.16806E+06, 0.20524E+06, 0.24910E+06, 0.30080E+06, 0.36165E+06, 0.43319E+06, 0.51722E+06, 0.61579E+06, 0.73127E+06, 0.86640E+06, 0.10243E+07, 0.12086E+07, 0.14234E+07, 0.16735E+07, 0.19642E+07, 0.23017E+07, 0.26931E+07, 0.31464E+07, 0.36706E+07, 0.42762E+07, 0.49749E+07, 0.57801E+07, 0.67069E+07, 0.77722E+07, 0.89955E+07, 0.10398E+08, 0.12006E+08, 0.13845E+08, 0.15947E+08, 0.18346E+08, 0.21083E+08, 0.24201E+08, 0.27748E+08, 0.31781E+08, 0.36361E+08, 0.41556E+08, 0.47442E+08, 0.54106E+08, 0.61643E+08, 0.70157E+08, 0.79767E+08, 0.90604E+08, 0.10281E+09, 0.11655E+09, 0.13199E+09, 0.14935E+09, 0.16882E+09, 0.19065E+09, 0.21512E+09, 0.24250E+09, 0.27312E+09, 0.30733E+09, 0.34553E+09, 0.38814E+09, 0.43562E+09, 0.48851E+09, 0.54736E+09, 0.61279E+09, 0.68548E+09, 0.76617E+09, 0.85568E+09, 0.95489E+09, 0.10648E+10, 0.11864E+10, 0.13209E+10, 0.14695E+10, 0.16337E+10, 0.18148E+10, 0.20146E+10, 0.22348E+10, 0.24772E+10, 0.27441E+10, 0.30375E+10, 0.33601E+10, 0.37143E+10, 0.41032E+10, 0.45298E+10, 0.49975E+10, 0.55099E+10, 0.60709E+10, 0.66849E+10, 0.73563E+10, 0.80902E+10, 0.88918E+10, 0.97670E+10, 0.10722E+11, 0.11763E+11, 0.12898E+11, 0.14134E+11, 0.15480E+11, 0.16945E+11, 0.18537E+11, 0.20269E+11, 0.22149E+11, 0.24191E+11, 0.26408E+11, 0.28812E+11, 0.31419E+11, 0.34244E+11, 0.37303E+11, 0.40616E+11, 0.44201E+11, 0.48078E+11, 0.52269E+11, 0.56799E+11, 0.61692E+11, 0.66974E+11, 0.72675E+11, 0.78824E+11, 0.85454E+11]) # --------------- CH3CN 3134: M = 41, I = 4 --------------------- not in HITRAN-2012 M = 41 I = 4 TIPS_GSI_HASH[(M,I)] = __FloatType__(12.) TIPS_ISO_HASH[(M,I)] = float32([0.22522E+05, 0.38117E+05, 0.56899E+05, 0.79412E+05, 0.10640E+06, 0.13870E+06, 0.17726E+06, 0.22314E+06, 0.27761E+06, 0.34214E+06, 0.41847E+06, 0.50862E+06, 0.61497E+06, 0.74028E+06, 0.88774E+06, 0.10611E+07, 0.12646E+07, 0.15031E+07, 0.17825E+07, 0.21092E+07, 0.24908E+07, 0.29358E+07, 0.34541E+07, 0.40571E+07, 0.47576E+07, 0.55703E+07, 0.65120E+07, 0.76018E+07, 0.88614E+07, 0.10315E+08, 0.11992E+08, 0.13922E+08, 0.16142E+08, 0.18693E+08, 0.21619E+08, 0.24973E+08, 0.28812E+08, 0.33202E+08, 0.38216E+08, 0.43936E+08, 0.50455E+08, 0.57876E+08, 0.66315E+08, 0.75901E+08, 0.86779E+08, 0.99110E+08, 0.11307E+09, 0.12887E+09, 0.14672E+09, 0.16688E+09, 0.18961E+09, 0.21523E+09, 0.24407E+09, 0.27651E+09, 0.31295E+09, 0.35387E+09, 0.39975E+09, 0.45118E+09, 0.50875E+09, 0.57315E+09, 0.64512E+09, 0.72549E+09, 0.81517E+09, 0.91514E+09, 0.10265E+10, 0.11504E+10, 0.12883E+10, 0.14414E+10, 0.16115E+10, 0.18001E+10, 0.20093E+10, 0.22410E+10, 0.24975E+10, 0.27812E+10, 0.30948E+10, 0.34412E+10, 0.38235E+10, 0.42452E+10, 0.47101E+10, 0.52220E+10, 0.57856E+10, 0.64055E+10, 0.70869E+10, 0.78355E+10, 0.86574E+10, 0.95591E+10, 0.10548E+11, 0.11631E+11, 0.12817E+11, 0.14116E+11, 0.15536E+11, 0.17088E+11, 0.18785E+11, 0.20636E+11, 0.22657E+11, 0.24861E+11, 0.27264E+11, 0.29881E+11, 0.32730E+11, 0.35832E+11, 0.39205E+11, 0.42871E+11, 0.46855E+11, 0.51182E+11, 0.55878E+11, 0.60973E+11, 0.66497E+11, 0.72484E+11, 0.78970E+11, 0.85992E+11, 0.93592E+11, 0.10181E+12, 0.11070E+12, 0.12031E+12, 0.13069E+12, 0.14189E+12, 0.15398E+12, 0.16703E+12, 0.18110E+12]) # --------------- CF4 29: M = 42, I = 1 --------------------- M = 42 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.76233E+04, 0.12867E+05, 0.19059E+05, 0.26316E+05, 0.34895E+05, 0.45145E+05, 0.57461E+05, 0.72259E+05, 0.89950E+05, 0.11092E+06, 0.13550E+06, 0.16399E+06, 0.19658E+06, 0.23341E+06, 0.27457E+06, 0.32004E+06, 0.36978E+06, 0.42369E+06, 0.48161E+06, 0.54338E+06, 0.60880E+06, 0.67764E+06, 0.55684E+07, 0.71250E+07, 0.90615E+07, 0.11458E+08, 0.14407E+08, 0.18021E+08, 0.22428E+08, 0.27778E+08, 0.34247E+08, 0.42038E+08, 0.51386E+08, 0.62559E+08, 0.75869E+08, 0.91670E+08, 0.11037E+09, 0.13242E+09, 0.15836E+09, 0.18878E+09, 0.22436E+09, 0.26584E+09, 0.31410E+09, 0.37008E+09, 0.43488E+09, 0.50970E+09, 0.59589E+09, 0.69496E+09, 0.80858E+09, 0.93863E+09, 0.10872E+10, 0.12565E+10, 0.14491E+10, 0.16679E+10, 0.19159E+10, 0.21966E+10, 0.25136E+10, 0.28711E+10, 0.32740E+10, 0.37260E+10, 0.42340E+10, 0.48030E+10, 0.54400E+10, 0.61520E+10, 0.69470E+10, 0.78320E+10, 0.88170E+10, 0.99120E+10, 0.11130E+11, 0.12470E+11, 0.13970E+11, 0.15620E+11, 0.17440E+11, 0.19450E+11, 0.21670E+11, 0.24100E+11, 0.26790E+11, 0.29730E+11, 0.33000E+11, 0.36500E+11, 0.40400E+11, 0.44600E+11, 0.49300E+11, 0.54300E+11, 0.59800E+11, 0.65800E+11, 0.72400E+11, 0.79500E+11, 0.87200E+11, 0.95500E+11, 0.10500E+12, 0.11400E+12, 0.12500E+12, 0.13600E+12, 0.14900E+12, 0.16200E+12, 0.17700E+12, 0.19200E+12, 0.21000E+12, 0.23000E+12, 0.25000E+12, 0.27000E+12, 0.29000E+12, 0.31000E+12, 0.34000E+12, 0.36000E+12, 0.39000E+12, 0.42000E+12, 0.46000E+12, 0.49000E+12, 0.53000E+12, 0.57000E+12, 0.61000E+12, 0.66000E+12, 0.70000E+12, 0.75000E+12, 0.81000E+12, 0.86000E+12, 0.93000E+12]) # --------------- C4H2 1221: M = 43, I = 1 --------------------- M = 43 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.57628E+03, 0.84874E+03, 0.11789E+04, 0.15952E+04, 0.21317E+04, 0.28324E+04, 0.37543E+04, 0.49705E+04, 0.65754E+04, 0.86894E+04, 0.11466E+05, 0.15099E+05, 0.19834E+05, 0.25980E+05, 0.33920E+05, 0.44132E+05, 0.57210E+05, 0.73884E+05, 0.95049E+05, 0.12180E+06, 0.15548E+06, 0.19771E+06, 0.25045E+06, 0.31606E+06, 0.39739E+06, 0.49786E+06, 0.62152E+06, 0.77324E+06, 0.95878E+06, 0.11850E+07, 0.14599E+07, 0.17930E+07, 0.21956E+07, 0.26807E+07, 0.32637E+07, 0.39626E+07, 0.47983E+07, 0.57951E+07, 0.69813E+07, 0.83896E+07, 0.10058E+08, 0.12030E+08, 0.14356E+08, 0.17093E+08, 0.20309E+08, 0.24079E+08, 0.28491E+08, 0.33644E+08, 0.39651E+08, 0.46642E+08, 0.54764E+08, 0.64184E+08, 0.75091E+08, 0.87699E+08, 0.10225E+09, 0.11902E+09, 0.13832E+09, 0.16049E+09, 0.18593E+09, 0.21507E+09, 0.24841E+09, 0.28650E+09, 0.32996E+09, 0.37949E+09, 0.43586E+09, 0.49993E+09, 0.57266E+09, 0.65513E+09, 0.74852E+09, 0.85418E+09, 0.97356E+09, 0.11083E+10, 0.12602E+10, 0.14313E+10, 0.16238E+10, 0.18401E+10, 0.20829E+10, 0.23553E+10, 0.26605E+10, 0.30021E+10, 0.33841E+10, 0.38109E+10, 0.42874E+10, 0.48187E+10, 0.54107E+10, 0.60698E+10, 0.68029E+10, 0.76176E+10, 0.85223E+10, 0.95260E+10, 0.10639E+11, 0.11871E+11, 0.13236E+11, 0.14744E+11, 0.16412E+11, 0.18253E+11, 0.20285E+11, 0.22526E+11, 0.24995E+11, 0.27714E+11, 0.30705E+11, 0.33995E+11, 0.37609E+11, 0.41579E+11, 0.45934E+11, 0.50711E+11, 0.55947E+11, 0.61681E+11, 0.67957E+11, 0.74824E+11, 0.82330E+11, 0.90532E+11, 0.99487E+11, 0.10926E+12, 0.11992E+12, 0.13154E+12, 0.14420E+12, 0.15799E+12, 0.17299E+12]) # --------------- HC3N 12224: M = 44, I = 1 --------------------- 1224 in HITRAN, 12224 in TIPS M = 44 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.16683E+04, 0.24538E+04, 0.33995E+04, 0.45769E+04, 0.60637E+04, 0.79533E+04, 0.10360E+05, 0.13422E+05, 0.17311E+05, 0.22232E+05, 0.28434E+05, 0.36215E+05, 0.45932E+05, 0.58011E+05, 0.72958E+05, 0.91370E+05, 0.11395E+06, 0.14153E+06, 0.17507E+06, 0.21570E+06, 0.26475E+06, 0.32372E+06, 0.39440E+06, 0.47881E+06, 0.57930E+06, 0.69856E+06, 0.83968E+06, 0.10062E+07, 0.12021E+07, 0.14320E+07, 0.17011E+07, 0.20153E+07, 0.23812E+07, 0.28065E+07, 0.32996E+07, 0.38701E+07, 0.45287E+07, 0.52876E+07, 0.61602E+07, 0.71616E+07, 0.83088E+07, 0.96206E+07, 0.11118E+08, 0.12824E+08, 0.14765E+08, 0.16969E+08, 0.19469E+08, 0.22299E+08, 0.25498E+08, 0.29110E+08, 0.33181E+08, 0.37763E+08, 0.42914E+08, 0.48697E+08, 0.55180E+08, 0.62440E+08, 0.70558E+08, 0.79627E+08, 0.89743E+08, 0.10102E+09, 0.11356E+09, 0.12752E+09, 0.14301E+09, 0.16020E+09, 0.17925E+09, 0.20035E+09, 0.22367E+09, 0.24945E+09, 0.27790E+09, 0.30928E+09, 0.34385E+09, 0.38191E+09, 0.42376E+09, 0.46975E+09, 0.52023E+09, 0.57562E+09, 0.63632E+09, 0.70279E+09, 0.77553E+09, 0.85506E+09, 0.94195E+09, 0.10368E+10, 0.11403E+10, 0.12531E+10, 0.13759E+10, 0.15097E+10, 0.16552E+10, 0.18133E+10, 0.19851E+10, 0.21715E+10, 0.23738E+10, 0.25931E+10, 0.28307E+10, 0.30879E+10, 0.33662E+10, 0.36672E+10, 0.39926E+10, 0.43439E+10, 0.47233E+10, 0.51325E+10, 0.55738E+10, 0.60493E+10, 0.65615E+10, 0.71129E+10, 0.77061E+10, 0.83441E+10, 0.90298E+10, 0.97664E+10, 0.10557E+11, 0.11406E+11, 0.12317E+11, 0.13293E+11, 0.14339E+11, 0.15459E+11, 0.16659E+11, 0.17942E+11, 0.19316E+11, 0.20784E+11, 0.22353E+11]) # --------------- HC3N 12234: M = 44, I = 2 --------------------- see above M = 44 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(12.) TIPS_ISO_HASH[(M,I)] = float32([0.33507E+04, 0.49290E+04, 0.68293E+04, 0.91959E+04, 0.12185E+05, 0.15986E+05, 0.20828E+05, 0.26993E+05, 0.34824E+05, 0.44739E+05, 0.57239E+05, 0.72931E+05, 0.92539E+05, 0.11693E+06, 0.14713E+06, 0.18435E+06, 0.23004E+06, 0.28588E+06, 0.35384E+06, 0.43625E+06, 0.53580E+06, 0.65562E+06, 0.79933E+06, 0.97115E+06, 0.11759E+07, 0.14191E+07, 0.17073E+07, 0.20476E+07, 0.24486E+07, 0.29196E+07, 0.34716E+07, 0.41169E+07, 0.48696E+07, 0.57453E+07, 0.67621E+07, 0.79402E+07, 0.93022E+07, 0.10874E+08, 0.12684E+08, 0.14764E+08, 0.17150E+08, 0.19884E+08, 0.23009E+08, 0.26576E+08, 0.30641E+08, 0.35265E+08, 0.40518E+08, 0.46477E+08, 0.53225E+08, 0.60856E+08, 0.69475E+08, 0.79195E+08, 0.90143E+08, 0.10246E+09, 0.11629E+09, 0.13182E+09, 0.14921E+09, 0.16868E+09, 0.19045E+09, 0.21477E+09, 0.24189E+09, 0.27211E+09, 0.30575E+09, 0.34316E+09, 0.38471E+09, 0.43083E+09, 0.48196E+09, 0.53858E+09, 0.60125E+09, 0.67052E+09, 0.74704E+09, 0.83148E+09, 0.92459E+09, 0.10272E+10, 0.11401E+10, 0.12643E+10, 0.14007E+10, 0.15506E+10, 0.17150E+10, 0.18953E+10, 0.20928E+10, 0.23090E+10, 0.25456E+10, 0.28042E+10, 0.30867E+10, 0.33951E+10, 0.37316E+10, 0.40984E+10, 0.44981E+10, 0.49332E+10, 0.54067E+10, 0.59216E+10, 0.64812E+10, 0.70890E+10, 0.77488E+10, 0.84645E+10, 0.92405E+10, 0.10081E+11, 0.10992E+11, 0.11978E+11, 0.13044E+11, 0.14197E+11, 0.15443E+11, 0.16789E+11, 0.18243E+11, 0.19810E+11, 0.21501E+11, 0.23324E+11, 0.25288E+11, 0.27403E+11, 0.29680E+11, 0.32130E+11, 0.34764E+11, 0.37596E+11, 0.40639E+11, 0.43907E+11, 0.47416E+11, 0.51181E+11, 0.55220E+11]) # --------------- HC3N 12324: M = 44, I = 3 --------------------- see above M = 44 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(12.) TIPS_ISO_HASH[(M,I)] = float32([0.33506E+04, 0.49280E+04, 0.68267E+04, 0.91901E+04, 0.12174E+05, 0.15966E+05, 0.20793E+05, 0.26936E+05, 0.34734E+05, 0.44598E+05, 0.57026E+05, 0.72612E+05, 0.92071E+05, 0.11625E+06, 0.14616E+06, 0.18298E+06, 0.22813E+06, 0.28323E+06, 0.35022E+06, 0.43133E+06, 0.52918E+06, 0.64677E+06, 0.78761E+06, 0.95571E+06, 0.11557E+07, 0.13929E+07, 0.16734E+07, 0.20041E+07, 0.23929E+07, 0.28488E+07, 0.33820E+07, 0.40040E+07, 0.47280E+07, 0.55686E+07, 0.65423E+07, 0.76678E+07, 0.89661E+07, 0.10460E+08, 0.12177E+08, 0.14145E+08, 0.16397E+08, 0.18970E+08, 0.21903E+08, 0.25242E+08, 0.29036E+08, 0.33339E+08, 0.38214E+08, 0.43726E+08, 0.49949E+08, 0.56965E+08, 0.64864E+08, 0.73743E+08, 0.83711E+08, 0.94886E+08, 0.10740E+09, 0.12139E+09, 0.13701E+09, 0.15443E+09, 0.17384E+09, 0.19543E+09, 0.21943E+09, 0.24607E+09, 0.27561E+09, 0.30832E+09, 0.34452E+09, 0.38453E+09, 0.42870E+09, 0.47742E+09, 0.53110E+09, 0.59020E+09, 0.65518E+09, 0.72659E+09, 0.80496E+09, 0.89092E+09, 0.98510E+09, 0.10882E+10, 0.12010E+10, 0.13242E+10, 0.14588E+10, 0.16056E+10, 0.17657E+10, 0.19401E+10, 0.21299E+10, 0.23363E+10, 0.25606E+10, 0.28043E+10, 0.30687E+10, 0.33553E+10, 0.36660E+10, 0.40024E+10, 0.43665E+10, 0.47601E+10, 0.51856E+10, 0.56450E+10, 0.61408E+10, 0.66756E+10, 0.72520E+10, 0.78729E+10, 0.85413E+10, 0.92604E+10, 0.10034E+11, 0.10864E+11, 0.11757E+11, 0.12714E+11, 0.13742E+11, 0.14843E+11, 0.16023E+11, 0.17287E+11, 0.18640E+11, 0.20087E+11, 0.21634E+11, 0.23288E+11, 0.25054E+11, 0.26939E+11, 0.28950E+11, 0.31096E+11, 0.33382E+11, 0.35819E+11, 0.38413E+11]) # --------------- HC3N 13224: M = 44, I = 4 --------------------- see above M = 44 I = 4 TIPS_GSI_HASH[(M,I)] = __FloatType__(12.) TIPS_ISO_HASH[(M,I)] = float32([0.34439E+04, 0.50672E+04, 0.70230E+04, 0.94603E+04, 0.12542E+05, 0.16462E+05, 0.21461E+05, 0.27833E+05, 0.35935E+05, 0.46204E+05, 0.59168E+05, 0.75463E+05, 0.95854E+05, 0.12126E+06, 0.15276E+06, 0.19165E+06, 0.23947E+06, 0.29802E+06, 0.36943E+06, 0.45619E+06, 0.56121E+06, 0.68789E+06, 0.84018E+06, 0.10227E+07, 0.12407E+07, 0.15003E+07, 0.18086E+07, 0.21738E+07, 0.26052E+07, 0.31134E+07, 0.37106E+07, 0.44109E+07, 0.52300E+07, 0.61861E+07, 0.72996E+07, 0.85939E+07, 0.10095E+08, 0.11833E+08, 0.13841E+08, 0.16158E+08, 0.18825E+08, 0.21890E+08, 0.25407E+08, 0.29436E+08, 0.34045E+08, 0.39308E+08, 0.45309E+08, 0.52143E+08, 0.59912E+08, 0.68734E+08, 0.78737E+08, 0.90065E+08, 0.10288E+09, 0.11735E+09, 0.13367E+09, 0.15206E+09, 0.17277E+09, 0.19604E+09, 0.22217E+09, 0.25148E+09, 0.28432E+09, 0.32108E+09, 0.36218E+09, 0.40809E+09, 0.45932E+09, 0.51644E+09, 0.58004E+09, 0.65082E+09, 0.72950E+09, 0.81690E+09, 0.91388E+09, 0.10214E+10, 0.11405E+10, 0.12724E+10, 0.14182E+10, 0.15794E+10, 0.17573E+10, 0.19536E+10, 0.21701E+10, 0.24086E+10, 0.26711E+10, 0.29599E+10, 0.32774E+10, 0.36262E+10, 0.40090E+10, 0.44290E+10, 0.48895E+10, 0.53939E+10, 0.59462E+10, 0.65504E+10, 0.72111E+10, 0.79332E+10, 0.87217E+10, 0.95823E+10, 0.10521E+11, 0.11544E+11, 0.12659E+11, 0.13874E+11, 0.15195E+11, 0.16632E+11, 0.18194E+11, 0.19892E+11, 0.21735E+11, 0.23736E+11, 0.25907E+11, 0.28260E+11, 0.30810E+11, 0.33572E+11, 0.36563E+11, 0.39799E+11, 0.43299E+11, 0.47083E+11, 0.51172E+11, 0.55588E+11, 0.60355E+11, 0.65500E+11, 0.71049E+11, 0.77031E+11, 0.83478E+11]) # --------------- HC3N 12225: M = 44, I = 5 --------------------- see above M = 44 I = 5 TIPS_GSI_HASH[(M,I)] = __FloatType__(4.) TIPS_ISO_HASH[(M,I)] = float32([0.11455E+04, 0.16850E+04, 0.23345E+04, 0.31432E+04, 0.41647E+04, 0.54630E+04, 0.71168E+04, 0.92219E+04, 0.11895E+05, 0.15279E+05, 0.19545E+05, 0.24897E+05, 0.31584E+05, 0.39899E+05, 0.50190E+05, 0.62871E+05, 0.78428E+05, 0.97434E+05, 0.12056E+06, 0.14859E+06, 0.18243E+06, 0.22314E+06, 0.27194E+06, 0.33026E+06, 0.39972E+06, 0.48219E+06, 0.57983E+06, 0.69509E+06, 0.83077E+06, 0.99009E+06, 0.11767E+07, 0.13946E+07, 0.16487E+07, 0.19441E+07, 0.22868E+07, 0.26836E+07, 0.31420E+07, 0.36704E+07, 0.42786E+07, 0.49770E+07, 0.57776E+07, 0.66938E+07, 0.77404E+07, 0.89339E+07, 0.10293E+08, 0.11837E+08, 0.13590E+08, 0.15576E+08, 0.17823E+08, 0.20362E+08, 0.23227E+08, 0.26454E+08, 0.30085E+08, 0.34166E+08, 0.38745E+08, 0.43877E+08, 0.49622E+08, 0.56046E+08, 0.63219E+08, 0.71222E+08, 0.80138E+08, 0.90062E+08, 0.10110E+09, 0.11335E+09, 0.12695E+09, 0.14202E+09, 0.15870E+09, 0.17716E+09, 0.19756E+09, 0.22009E+09, 0.24493E+09, 0.27232E+09, 0.30247E+09, 0.33565E+09, 0.37211E+09, 0.41217E+09, 0.45613E+09, 0.50433E+09, 0.55714E+09, 0.61497E+09, 0.67823E+09, 0.74739E+09, 0.82293E+09, 0.90540E+09, 0.99536E+09, 0.10934E+10, 0.12002E+10, 0.13165E+10, 0.14430E+10, 0.15805E+10, 0.17299E+10, 0.18922E+10, 0.20682E+10, 0.22591E+10, 0.24660E+10, 0.26901E+10, 0.29326E+10, 0.31951E+10, 0.34788E+10, 0.37854E+10, 0.41166E+10, 0.44741E+10, 0.48598E+10, 0.52758E+10, 0.57240E+10, 0.62069E+10, 0.67269E+10, 0.72864E+10, 0.78882E+10, 0.85352E+10, 0.92305E+10, 0.99773E+10, 0.10779E+11, 0.11639E+11, 0.12562E+11, 0.13552E+11, 0.14612E+11, 0.15748E+11, 0.16964E+11]) # --------------- HC3N 22224: M = 44, I = 6 --------------------- see above M = 44 I = 6 TIPS_GSI_HASH[(M,I)] = __FloatType__(9.) TIPS_ISO_HASH[(M,I)] = float32([0.27029E+04, 0.39999E+04, 0.55894E+04, 0.76092E+04, 0.10219E+05, 0.13616E+05, 0.18042E+05, 0.23798E+05, 0.31255E+05, 0.40867E+05, 0.53189E+05, 0.68897E+05, 0.88807E+05, 0.11390E+06, 0.14537E+06, 0.18461E+06, 0.23330E+06, 0.29342E+06, 0.36733E+06, 0.45779E+06, 0.56802E+06, 0.70182E+06, 0.86361E+06, 0.10585E+07, 0.12925E+07, 0.15725E+07, 0.19064E+07, 0.23034E+07, 0.27739E+07, 0.33302E+07, 0.39858E+07, 0.47566E+07, 0.56604E+07, 0.67176E+07, 0.79511E+07, 0.93872E+07, 0.11055E+08, 0.12989E+08, 0.15225E+08, 0.17806E+08, 0.20779E+08, 0.24197E+08, 0.28119E+08, 0.32612E+08, 0.37749E+08, 0.43612E+08, 0.50294E+08, 0.57895E+08, 0.66528E+08, 0.76318E+08, 0.87403E+08, 0.99937E+08, 0.11409E+09, 0.13004E+09, 0.14800E+09, 0.16819E+09, 0.19086E+09, 0.21629E+09, 0.24476E+09, 0.27661E+09, 0.31219E+09, 0.35189E+09, 0.39615E+09, 0.44542E+09, 0.50021E+09, 0.56108E+09, 0.62862E+09, 0.70350E+09, 0.78641E+09, 0.87814E+09, 0.97952E+09, 0.10915E+10, 0.12149E+10, 0.13510E+10, 0.15008E+10, 0.16656E+10, 0.18468E+10, 0.20457E+10, 0.22640E+10, 0.25032E+10, 0.27653E+10, 0.30522E+10, 0.33659E+10, 0.37088E+10, 0.40832E+10, 0.44917E+10, 0.49371E+10, 0.54224E+10, 0.59508E+10, 0.65256E+10, 0.71507E+10, 0.78298E+10, 0.85671E+10, 0.93672E+10, 0.10235E+11, 0.11175E+11, 0.12193E+11, 0.13295E+11, 0.14487E+11, 0.15776E+11, 0.17168E+11, 0.18671E+11, 0.20293E+11, 0.22043E+11, 0.23929E+11, 0.25960E+11, 0.28148E+11, 0.30502E+11, 0.33034E+11, 0.35756E+11, 0.38681E+11, 0.41823E+11, 0.45195E+11, 0.48812E+11, 0.52692E+11, 0.56850E+11, 0.61306E+11, 0.66076E+11, 0.71183E+11]) # --------------- H2 11: M = 45, I = 1 --------------------- M = 45 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.15265E+01, 0.22243E+01, 0.29619E+01, 0.36724E+01, 0.43456E+01, 0.49880E+01, 0.56090E+01, 0.62165E+01, 0.68161E+01, 0.74113E+01, 0.80044E+01, 0.85966E+01, 0.91887E+01, 0.97810E+01, 0.10374E+02, 0.10967E+02, 0.11561E+02, 0.12156E+02, 0.12751E+02, 0.13347E+02, 0.13944E+02, 0.14541E+02, 0.15139E+02, 0.15738E+02, 0.16337E+02, 0.16937E+02, 0.17538E+02, 0.18140E+02, 0.18743E+02, 0.19346E+02, 0.19951E+02, 0.20556E+02, 0.21163E+02, 0.21771E+02, 0.22379E+02, 0.22990E+02, 0.23601E+02, 0.24214E+02, 0.24829E+02, 0.25445E+02, 0.26063E+02, 0.26683E+02, 0.27304E+02, 0.27928E+02, 0.28553E+02, 0.29181E+02, 0.29811E+02, 0.30443E+02, 0.31078E+02, 0.31715E+02, 0.32355E+02, 0.32997E+02, 0.33643E+02, 0.34291E+02, 0.34942E+02, 0.35596E+02, 0.36253E+02, 0.36914E+02, 0.37578E+02, 0.38245E+02, 0.38916E+02, 0.39590E+02, 0.40268E+02, 0.40949E+02, 0.41635E+02, 0.42324E+02, 0.43017E+02, 0.43715E+02, 0.44416E+02, 0.45122E+02, 0.45831E+02, 0.46546E+02, 0.47264E+02, 0.47987E+02, 0.48714E+02, 0.49446E+02, 0.50183E+02, 0.50925E+02, 0.51671E+02, 0.52422E+02, 0.53178E+02, 0.53939E+02, 0.54705E+02, 0.55476E+02, 0.56252E+02, 0.57033E+02, 0.57820E+02, 0.58612E+02, 0.59409E+02, 0.60212E+02, 0.61020E+02, 0.61833E+02, 0.62652E+02, 0.63477E+02, 0.64308E+02, 0.65144E+02, 0.65986E+02, 0.66833E+02, 0.67687E+02, 0.68546E+02, 0.69411E+02, 0.70283E+02, 0.71160E+02, 0.72043E+02, 0.72933E+02, 0.73829E+02, 0.74730E+02, 0.75638E+02, 0.76553E+02, 0.77473E+02, 0.78400E+02, 0.79333E+02, 0.80273E+02, 0.81219E+02, 0.82172E+02, 0.83131E+02, 0.84097E+02, 0.85069E+02, 0.86048E+02]) # --------------- H2 12: M = 45, I = 2 --------------------- M = 45 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(6.) TIPS_ISO_HASH[(M,I)] = float32([0.81692E+01, 0.10308E+02, 0.12557E+02, 0.14848E+02, 0.17159E+02, 0.19482E+02, 0.21815E+02, 0.24153E+02, 0.26497E+02, 0.28845E+02, 0.31197E+02, 0.33552E+02, 0.35910E+02, 0.38272E+02, 0.40636E+02, 0.43002E+02, 0.45372E+02, 0.47744E+02, 0.50119E+02, 0.52496E+02, 0.54877E+02, 0.57261E+02, 0.59649E+02, 0.62040E+02, 0.64435E+02, 0.66835E+02, 0.69240E+02, 0.71650E+02, 0.74066E+02, 0.76489E+02, 0.78918E+02, 0.81354E+02, 0.83799E+02, 0.86252E+02, 0.88715E+02, 0.91187E+02, 0.93669E+02, 0.96163E+02, 0.98668E+02, 0.10118E+03, 0.10371E+03, 0.10626E+03, 0.10881E+03, 0.11138E+03, 0.11397E+03, 0.11657E+03, 0.11919E+03, 0.12182E+03, 0.12447E+03, 0.12714E+03, 0.12982E+03, 0.13252E+03, 0.13524E+03, 0.13798E+03, 0.14074E+03, 0.14352E+03, 0.14632E+03, 0.14914E+03, 0.15198E+03, 0.15484E+03, 0.15772E+03, 0.16062E+03, 0.16355E+03, 0.16649E+03, 0.16946E+03, 0.17246E+03, 0.17547E+03, 0.17851E+03, 0.18157E+03, 0.18466E+03, 0.18777E+03, 0.19090E+03, 0.19406E+03, 0.19725E+03, 0.20045E+03, 0.20369E+03, 0.20695E+03, 0.21023E+03, 0.21354E+03, 0.21687E+03, 0.22024E+03, 0.22362E+03, 0.22704E+03, 0.23048E+03, 0.23394E+03, 0.23744E+03, 0.24096E+03, 0.24451E+03, 0.24808E+03, 0.25169E+03, 0.25532E+03, 0.25897E+03, 0.26266E+03, 0.26638E+03, 0.27012E+03, 0.27389E+03, 0.27769E+03, 0.28152E+03, 0.28537E+03, 0.28926E+03, 0.29317E+03, 0.29712E+03, 0.30109E+03, 0.30509E+03, 0.30913E+03, 0.31319E+03, 0.31728E+03, 0.32140E+03, 0.32555E+03, 0.32974E+03, 0.33395E+03, 0.33819E+03, 0.34246E+03, 0.34677E+03, 0.35110E+03, 0.35547E+03, 0.35987E+03, 0.36429E+03, 0.36875E+03]) # --------------- CS 22: M = 46, I = 1 --------------------- M = 46 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.51416E+02, 0.72723E+02, 0.94044E+02, 0.11538E+03, 0.13673E+03, 0.15810E+03, 0.17949E+03, 0.20093E+03, 0.22245E+03, 0.24407E+03, 0.26582E+03, 0.28776E+03, 0.30992E+03, 0.33233E+03, 0.35504E+03, 0.37807E+03, 0.40147E+03, 0.42525E+03, 0.44944E+03, 0.47406E+03, 0.49914E+03, 0.52468E+03, 0.55071E+03, 0.57723E+03, 0.60427E+03, 0.63183E+03, 0.65991E+03, 0.68854E+03, 0.71771E+03, 0.74743E+03, 0.77771E+03, 0.80855E+03, 0.83996E+03, 0.87193E+03, 0.90449E+03, 0.93762E+03, 0.97134E+03, 0.10056E+04, 0.10405E+04, 0.10760E+04, 0.11121E+04, 0.11487E+04, 0.11860E+04, 0.12239E+04, 0.12623E+04, 0.13014E+04, 0.13410E+04, 0.13813E+04, 0.14222E+04, 0.14637E+04, 0.15057E+04, 0.15484E+04, 0.15917E+04, 0.16357E+04, 0.16802E+04, 0.17253E+04, 0.17711E+04, 0.18175E+04, 0.18645E+04, 0.19121E+04, 0.19603E+04, 0.20091E+04, 0.20586E+04, 0.21087E+04, 0.21594E+04, 0.22107E+04, 0.22626E+04, 0.23152E+04, 0.23684E+04, 0.24222E+04, 0.24767E+04, 0.25317E+04, 0.25874E+04, 0.26438E+04, 0.27007E+04, 0.27583E+04, 0.28165E+04, 0.28754E+04, 0.29348E+04, 0.29949E+04, 0.30557E+04, 0.31170E+04, 0.31790E+04, 0.32417E+04, 0.33049E+04, 0.33688E+04, 0.34334E+04, 0.34986E+04, 0.35644E+04, 0.36308E+04, 0.36979E+04, 0.37656E+04, 0.38340E+04, 0.39030E+04, 0.39727E+04, 0.40430E+04, 0.41139E+04, 0.41855E+04, 0.42577E+04, 0.43306E+04, 0.44041E+04, 0.44782E+04, 0.45530E+04, 0.46284E+04, 0.47045E+04, 0.47813E+04, 0.48587E+04, 0.49367E+04, 0.50154E+04, 0.50947E+04, 0.51747E+04, 0.52553E+04, 0.53366E+04, 0.54185E+04, 0.55011E+04, 0.55844E+04, 0.56683E+04, 0.57528E+04, 0.58380E+04]) # --------------- CS 24: M = 46, I = 2 --------------------- M = 46 I = 2 TIPS_GSI_HASH[(M,I)] = __FloatType__(1.) TIPS_ISO_HASH[(M,I)] = float32([0.52247E+02, 0.73900E+02, 0.95568E+02, 0.11725E+03, 0.13895E+03, 0.16066E+03, 0.18241E+03, 0.20420E+03, 0.22607E+03, 0.24805E+03, 0.27018E+03, 0.29249E+03, 0.31503E+03, 0.33784E+03, 0.36096E+03, 0.38442E+03, 0.40824E+03, 0.43247E+03, 0.45712E+03, 0.48221E+03, 0.50778E+03, 0.53382E+03, 0.56037E+03, 0.58743E+03, 0.61501E+03, 0.64312E+03, 0.67179E+03, 0.70100E+03, 0.73077E+03, 0.76111E+03, 0.79202E+03, 0.82351E+03, 0.85559E+03, 0.88824E+03, 0.92149E+03, 0.95533E+03, 0.98977E+03, 0.10248E+04, 0.10605E+04, 0.10967E+04, 0.11336E+04, 0.11710E+04, 0.12091E+04, 0.12478E+04, 0.12871E+04, 0.13270E+04, 0.13675E+04, 0.14087E+04, 0.14505E+04, 0.14929E+04, 0.15359E+04, 0.15795E+04, 0.16238E+04, 0.16687E+04, 0.17142E+04, 0.17604E+04, 0.18071E+04, 0.18546E+04, 0.19026E+04, 0.19513E+04, 0.20006E+04, 0.20505E+04, 0.21011E+04, 0.21523E+04, 0.22042E+04, 0.22566E+04, 0.23098E+04, 0.23635E+04, 0.24179E+04, 0.24730E+04, 0.25286E+04, 0.25850E+04, 0.26419E+04, 0.26995E+04, 0.27578E+04, 0.28167E+04, 0.28762E+04, 0.29364E+04, 0.29972E+04, 0.30587E+04, 0.31208E+04, 0.31836E+04, 0.32470E+04, 0.33111E+04, 0.33758E+04, 0.34412E+04, 0.35072E+04, 0.35739E+04, 0.36412E+04, 0.37092E+04, 0.37778E+04, 0.38471E+04, 0.39171E+04, 0.39877E+04, 0.40589E+04, 0.41309E+04, 0.42034E+04, 0.42767E+04, 0.43505E+04, 0.44251E+04, 0.45003E+04, 0.45762E+04, 0.46527E+04, 0.47299E+04, 0.48077E+04, 0.48863E+04, 0.49654E+04, 0.50453E+04, 0.51258E+04, 0.52070E+04, 0.52888E+04, 0.53713E+04, 0.54545E+04, 0.55383E+04, 0.56229E+04, 0.57080E+04, 0.57939E+04, 0.58804E+04, 0.59676E+04]) # --------------- CS 32: M = 46, I = 3 --------------------- M = 46 I = 3 TIPS_GSI_HASH[(M,I)] = __FloatType__(2.) TIPS_ISO_HASH[(M,I)] = float32([0.10889E+03, 0.15403E+03, 0.19920E+03, 0.24440E+03, 0.28964E+03, 0.33491E+03, 0.38026E+03, 0.42571E+03, 0.47134E+03, 0.51722E+03, 0.56342E+03, 0.61005E+03, 0.65719E+03, 0.70493E+03, 0.75334E+03, 0.80249E+03, 0.85245E+03, 0.90329E+03, 0.95504E+03, 0.10078E+04, 0.10615E+04, 0.11163E+04, 0.11721E+04, 0.12291E+04, 0.12872E+04, 0.13464E+04, 0.14068E+04, 0.14684E+04, 0.15311E+04, 0.15951E+04, 0.16604E+04, 0.17268E+04, 0.17945E+04, 0.18635E+04, 0.19337E+04, 0.20051E+04, 0.20779E+04, 0.21519E+04, 0.22272E+04, 0.23038E+04, 0.23817E+04, 0.24609E+04, 0.25414E+04, 0.26232E+04, 0.27064E+04, 0.27908E+04, 0.28765E+04, 0.29636E+04, 0.30520E+04, 0.31417E+04, 0.32327E+04, 0.33251E+04, 0.34188E+04, 0.35138E+04, 0.36102E+04, 0.37079E+04, 0.38070E+04, 0.39074E+04, 0.40091E+04, 0.41122E+04, 0.42166E+04, 0.43224E+04, 0.44295E+04, 0.45380E+04, 0.46478E+04, 0.47590E+04, 0.48715E+04, 0.49854E+04, 0.51007E+04, 0.52173E+04, 0.53353E+04, 0.54547E+04, 0.55754E+04, 0.56975E+04, 0.58210E+04, 0.59458E+04, 0.60720E+04, 0.61996E+04, 0.63285E+04, 0.64589E+04, 0.65906E+04, 0.67236E+04, 0.68581E+04, 0.69940E+04, 0.71312E+04, 0.72698E+04, 0.74098E+04, 0.75512E+04, 0.76940E+04, 0.78381E+04, 0.79837E+04, 0.81307E+04, 0.82790E+04, 0.84287E+04, 0.85799E+04, 0.87324E+04, 0.88864E+04, 0.90417E+04, 0.91984E+04, 0.93566E+04, 0.95161E+04, 0.96771E+04, 0.98394E+04, 0.10003E+05, 0.10168E+05, 0.10335E+05, 0.10503E+05, 0.10672E+05, 0.10843E+05, 0.11015E+05, 0.11189E+05, 0.11364E+05, 0.11541E+05, 0.11719E+05, 0.11898E+05, 0.12079E+05, 0.12261E+05, 0.12444E+05, 0.12630E+05]) # --------------- CS 23: M = 46, I = 4 --------------------- M = 46 I = 4 TIPS_GSI_HASH[(M,I)] = __FloatType__(4.) TIPS_ISO_HASH[(M,I)] = float32([0.20737E+03, 0.29330E+03, 0.37930E+03, 0.46535E+03, 0.55145E+03, 0.63764E+03, 0.72394E+03, 0.81043E+03, 0.89722E+03, 0.98443E+03, 0.10722E+04, 0.11607E+04, 0.12501E+04, 0.13406E+04, 0.14323E+04, 0.15253E+04, 0.16197E+04, 0.17158E+04, 0.18135E+04, 0.19129E+04, 0.20142E+04, 0.21174E+04, 0.22226E+04, 0.23298E+04, 0.24391E+04, 0.25504E+04, 0.26639E+04, 0.27796E+04, 0.28976E+04, 0.30177E+04, 0.31401E+04, 0.32648E+04, 0.33918E+04, 0.35211E+04, 0.36527E+04, 0.37867E+04, 0.39231E+04, 0.40618E+04, 0.42029E+04, 0.43463E+04, 0.44922E+04, 0.46405E+04, 0.47912E+04, 0.49443E+04, 0.50999E+04, 0.52579E+04, 0.54183E+04, 0.55812E+04, 0.57465E+04, 0.59143E+04, 0.60846E+04, 0.62573E+04, 0.64325E+04, 0.66102E+04, 0.67903E+04, 0.69729E+04, 0.71581E+04, 0.73457E+04, 0.75358E+04, 0.77284E+04, 0.79235E+04, 0.81211E+04, 0.83212E+04, 0.85239E+04, 0.87290E+04, 0.89367E+04, 0.91469E+04, 0.93596E+04, 0.95748E+04, 0.97926E+04, 0.10013E+05, 0.10236E+05, 0.10461E+05, 0.10689E+05, 0.10920E+05, 0.11153E+05, 0.11388E+05, 0.11626E+05, 0.11867E+05, 0.12110E+05, 0.12356E+05, 0.12604E+05, 0.12855E+05, 0.13109E+05, 0.13365E+05, 0.13623E+05, 0.13884E+05, 0.14148E+05, 0.14415E+05, 0.14683E+05, 0.14955E+05, 0.15229E+05, 0.15506E+05, 0.15785E+05, 0.16067E+05, 0.16351E+05, 0.16638E+05, 0.16928E+05, 0.17220E+05, 0.17515E+05, 0.17813E+05, 0.18113E+05, 0.18416E+05, 0.18721E+05, 0.19029E+05, 0.19340E+05, 0.19653E+05, 0.19969E+05, 0.20287E+05, 0.20608E+05, 0.20932E+05, 0.21258E+05, 0.21587E+05, 0.21919E+05, 0.22253E+05, 0.22590E+05, 0.22930E+05, 0.23272E+05, 0.23617E+05]) # --------------- SO3 26: M = 46, I = 1 --------------------- not in TIPS-2011 M = 47 I = 1 TIPS_GSI_HASH[(M,I)] = __FloatType__(0.) TIPS_ISO_HASH[(M,I)] = float32([0.]) # NOT IN HITRAN, BUT PRESENT IN TIPS-2011 # ... extracted from iso_comparison # # id M I COMMENT TIPS_M TIPS_I iso_name abundance mass mol_name #101 1001 1 not in HITRAN 45 H \N \N H # #102 1002 1 not in HITRAN 45 He \N \N He # #104 1018 1 not in HITRAN 45 Ar \N \N Ar # # not in HITRAN 45 4224 C2N2 # not in HITRAN 45 5225 C2N2 # # not in HITRAN 48 26 SO # not in HITRAN 48 46 SO # not in HITRAN 48 28 SO # # not in HITRAN 49 1221 C3H4 # # not in HITRAN 50 2111 CH3 # # not in HITRAN 51 222 CS2 # not in HITRAN 51 224 CS2 # not in HITRAN 51 223 CS2 # not in HITRAN 51 232 CS2 def BD_TIPS_2011_PYTHON(M,I,T): # out of temperature range if T<70. or T>3000.: raise Exception('TIPS: T must be between 70K and 3000K.') try: # get statistical weight for specified isotopologue gi = TIPS_GSI_HASH[(M,I)] # interpolate partition sum for specified isotopologue Qt = AtoB(T,Tdat,TIPS_ISO_HASH[(M,I)],TIPS_NPT) except KeyError: raise Exception('TIPS: no data for M,I = %d,%d.' % (M,I)) return gi,Qt # --------------- /TIPS-2011 IMPLEMENTATION ---------------------- # --------------- TIPS-2017 IMPLEMENTATION ---------------------- # --------------- TIPS-2017 GRID TABLE -------------------------- TIPS_2017_ISOT = {} TIPS_2017_ISOT[0] = float64([ 1.0, 20.0, 40.0, 60.0, 80.0, 100.0, 120.0, 140.0, 160.0, 180.0, 200.0, 220.0, 240.0, 260.0, 280.0, 300.0, 320.0, 340.0, 360.0, 380.0, 400.0, 420.0, 440.0, 460.0, 480.0, 500.0, 520.0, 540.0, 560.0, 580.0, 600.0, 620.0, 640.0, 660.0, 680.0, 700.0, 720.0, 740.0, 760.0, 780.0, 800.0, 820.0, 840.0, 860.0, 880.0, 900.0, 920.0, 940.0, 960.0, 980.0, 1000.0, 1020.0, 1040.0, 1060.0, 1080.0, 1100.0, 1120.0, 1140.0, 1160.0, 1180.0, 1200.0, 1220.0, 1240.0, 1260.0, 1280.0, 1300.0, 1320.0, 1340.0, 1360.0, 1380.0, 1400.0, 1420.0, 1440.0, 1460.0, 1480.0, 1500.0, 1520.0, 1540.0, 1560.0, 1580.0, 1600.0, 1620.0, 1640.0, 1660.0, 1680.0, 1700.0, 1720.0, 1740.0, 1760.0, 1780.0, 1800.0, 1820.0, 1840.0, 1860.0, 1880.0, 1900.0, 1920.0, 1940.0, 1960.0, 1980.0, 2000.0, 2020.0, 2040.0, 2060.0, 2080.0, 2100.0, 2120.0, 2140.0, 2160.0, 2180.0, 2200.0, 2220.0, 2240.0, 2260.0, 2280.0, 2300.0, 2320.0, 2340.0, 2360.0, 2380.0, 2400.0, 2420.0, 2440.0, 2460.0, 2480.0, 2500.0, 2520.0, 2540.0, 2560.0, 2580.0, 2600.0, 2620.0, 2640.0, 2660.0, 2680.0, 2700.0, 2720.0, 2740.0, 2760.0, 2780.0, 2800.0, 2820.0, 2840.0, 2860.0, 2880.0, 2900.0, 2920.0, 2940.0, 2960.0, 2980.0, 3000.0, 3020.0, 3040.0, 3060.0, 3080.0, 3100.0, 3120.0, 3140.0, 3160.0, 3180.0, 3200.0, 3220.0, 3240.0, 3260.0, 3280.0, 3300.0, 3320.0, 3340.0, 3360.0, 3380.0, 3400.0, 3420.0, 3440.0, 3460.0, 3480.0, 3500.0, 3520.0, 3540.0, 3560.0, 3580.0, 3600.0, 3620.0, 3640.0, 3660.0, 3680.0, 3700.0, 3720.0, 3740.0, 3760.0, 3780.0, 3800.0, 3820.0, 3840.0, 3860.0, 3880.0, 3900.0, 3920.0, 3940.0, 3960.0, 3980.0, 4000.0, 4020.0, 4040.0, 4060.0, 4080.0, 4100.0, 4120.0, 4140.0, 4160.0, 4180.0, 4200.0, 4220.0, 4240.0, 4260.0, 4280.0, 4300.0, 4320.0, 4340.0, 4360.0, 4380.0, 4400.0, 4420.0, 4440.0, 4460.0, 4480.0, 4500.0, 4520.0, 4540.0, 4560.0, 4580.0, 4600.0, 4620.0, 4640.0, 4660.0, 4680.0, 4700.0, 4720.0, 4740.0, 4760.0, 4780.0, 4800.0, 4820.0, 4840.0, 4860.0, 4880.0, 4900.0, 4920.0, 4940.0, 4960.0, 4980.0, 5000.0, ]) TIPS_2017_ISOT[1] = float64([ 1.0, 20.0, 40.0, 60.0, 80.0, 100.0, 120.0, 140.0, 160.0, 180.0, 200.0, 220.0, 240.0, 260.0, 280.0, 300.0, 320.0, 340.0, 360.0, 380.0, 400.0, 420.0, 440.0, 460.0, 480.0, 500.0, 520.0, 540.0, 560.0, 580.0, 600.0, 620.0, 640.0, 660.0, 680.0, 700.0, 720.0, 740.0, 760.0, 780.0, 800.0, 820.0, 840.0, 860.0, 880.0, 900.0, 920.0, 940.0, 960.0, 980.0, 1000.0, 1020.0, 1040.0, 1060.0, 1080.0, 1100.0, 1120.0, 1140.0, 1160.0, 1180.0, 1200.0, 1220.0, 1240.0, 1260.0, 1280.0, 1300.0, 1320.0, 1340.0, 1360.0, 1380.0, 1400.0, 1420.0, 1440.0, 1460.0, 1480.0, 1500.0, 1520.0, 1540.0, 1560.0, 1580.0, 1600.0, 1620.0, 1640.0, 1660.0, 1680.0, 1700.0, 1720.0, 1740.0, 1760.0, 1780.0, 1800.0, 1820.0, 1840.0, 1860.0, 1880.0, 1900.0, 1920.0, 1940.0, 1960.0, 1980.0, 2000.0, 2020.0, 2040.0, 2060.0, 2080.0, 2100.0, 2120.0, 2140.0, 2160.0, 2180.0, 2200.0, 2220.0, 2240.0, 2260.0, 2280.0, 2300.0, 2320.0, 2340.0, 2360.0, 2380.0, 2400.0, 2420.0, 2440.0, 2460.0, 2480.0, 2500.0, 2520.0, 2540.0, 2560.0, 2580.0, 2600.0, 2620.0, 2640.0, 2660.0, 2680.0, 2700.0, 2720.0, 2740.0, 2760.0, 2780.0, 2800.0, 2820.0, 2840.0, 2860.0, 2880.0, 2900.0, 2920.0, 2940.0, 2960.0, 2980.0, 3000.0, 3020.0, 3040.0, 3060.0, 3080.0, 3100.0, 3120.0, 3140.0, 3160.0, 3180.0, 3200.0, 3220.0, 3240.0, 3260.0, 3280.0, 3300.0, 3320.0, 3340.0, 3360.0, 3380.0, 3400.0, 3420.0, 3440.0, 3460.0, 3480.0, 3500.0, 3520.0, 3540.0, 3560.0, 3580.0, 3600.0, 3620.0, 3640.0, 3660.0, 3680.0, 3700.0, 3720.0, 3740.0, 3760.0, 3780.0, 3800.0, 3820.0, 3840.0, 3860.0, 3880.0, 3900.0, 3920.0, 3940.0, 3960.0, 3980.0, 4000.0, 4020.0, 4040.0, 4060.0, 4080.0, 4100.0, 4120.0, 4140.0, 4160.0, 4180.0, 4200.0, 4220.0, 4240.0, 4260.0, 4280.0, 4300.0, 4320.0, 4340.0, 4360.0, 4380.0, 4400.0, 4420.0, 4440.0, 4460.0, 4480.0, 4500.0, 4520.0, 4540.0, 4560.0, 4580.0, 4600.0, 4620.0, 4640.0, 4660.0, 4680.0, 4700.0, 4720.0, 4740.0, 4760.0, 4780.0, 4800.0, 4820.0, 4840.0, 4860.0, 4880.0, 4900.0, 4920.0, 4940.0, 4960.0, 4980.0, 5000.0, 5020.0, 5040.0, 5060.0, 5080.0, 5100.0, 5120.0, 5140.0, 5160.0, 5180.0, 5200.0, 5220.0, 5240.0, 5260.0, 5280.0, 5300.0, 5320.0, 5340.0, 5360.0, 5380.0, 5400.0, 5420.0, 5440.0, 5460.0, 5480.0, 5500.0, 5520.0, 5540.0, 5560.0, 5580.0, 5600.0, 5620.0, 5640.0, 5660.0, 5680.0, 5700.0, 5720.0, 5740.0, 5760.0, 5780.0, 5800.0, 5820.0, 5840.0, 5860.0, 5880.0, 5900.0, 5920.0, 5940.0, 5960.0, 5980.0, 6000.0, ]) TIPS_2017_ISOT[2] = float64([ 1.0, 20.0, 40.0, 60.0, 80.0, 100.0, 120.0, 140.0, 160.0, 180.0, 200.0, 220.0, 240.0, 260.0, 280.0, 300.0, 320.0, 340.0, 360.0, 380.0, 400.0, 420.0, 440.0, 460.0, 480.0, 500.0, 520.0, 540.0, 560.0, 580.0, 600.0, 620.0, 640.0, 660.0, 680.0, 700.0, 720.0, 740.0, 760.0, 780.0, 800.0, 820.0, 840.0, 860.0, 880.0, 900.0, 920.0, 940.0, 960.0, 980.0, 1000.0, 1020.0, 1040.0, 1060.0, 1080.0, 1100.0, 1120.0, 1140.0, 1160.0, 1180.0, 1200.0, 1220.0, 1240.0, 1260.0, 1280.0, 1300.0, 1320.0, 1340.0, 1360.0, 1380.0, 1400.0, 1420.0, 1440.0, 1460.0, 1480.0, 1500.0, 1520.0, 1540.0, 1560.0, 1580.0, 1600.0, 1620.0, 1640.0, 1660.0, 1680.0, 1700.0, 1720.0, 1740.0, 1760.0, 1780.0, 1800.0, 1820.0, 1840.0, 1860.0, 1880.0, 1900.0, 1920.0, 1940.0, 1960.0, 1980.0, 2000.0, 2020.0, 2040.0, 2060.0, 2080.0, 2100.0, 2120.0, 2140.0, 2160.0, 2180.0, 2200.0, 2220.0, 2240.0, 2260.0, 2280.0, 2300.0, 2320.0, 2340.0, 2360.0, 2380.0, 2400.0, 2420.0, 2440.0, 2460.0, 2480.0, 2500.0, 2520.0, 2540.0, 2560.0, 2580.0, 2600.0, 2620.0, 2640.0, 2660.0, 2680.0, 2700.0, 2720.0, 2740.0, 2760.0, 2780.0, 2800.0, 2820.0, 2840.0, 2860.0, 2880.0, 2900.0, 2920.0, 2940.0, 2960.0, 2980.0, 3000.0, 3020.0, 3040.0, 3060.0, 3080.0, 3100.0, 3120.0, 3140.0, 3160.0, 3180.0, 3200.0, 3220.0, 3240.0, 3260.0, 3280.0, 3300.0, 3320.0, 3340.0, 3360.0, 3380.0, 3400.0, 3420.0, 3440.0, 3460.0, 3480.0, 3500.0, ]) TIPS_2017_ISOT[3] = float64([ 1.0, 20.0, 40.0, 60.0, 80.0, 100.0, 120.0, 140.0, 160.0, 180.0, 200.0, 220.0, 240.0, 260.0, 280.0, 300.0, 320.0, 340.0, 360.0, 380.0, 400.0, 420.0, 440.0, 460.0, 480.0, 500.0, 520.0, 540.0, 560.0, 580.0, 600.0, 620.0, 640.0, 660.0, 680.0, 700.0, 720.0, 740.0, 760.0, 780.0, 800.0, 820.0, 840.0, 860.0, 880.0, 900.0, 920.0, 940.0, 960.0, 980.0, 1000.0, 1020.0, 1040.0, 1060.0, 1080.0, 1100.0, 1120.0, 1140.0, 1160.0, 1180.0, 1200.0, 1220.0, 1240.0, 1260.0, 1280.0, 1300.0, 1320.0, 1340.0, 1360.0, 1380.0, 1400.0, 1420.0, 1440.0, 1460.0, 1480.0, 1500.0, 1520.0, 1540.0, 1560.0, 1580.0, 1600.0, 1620.0, 1640.0, 1660.0, 1680.0, 1700.0, 1720.0, 1740.0, 1760.0, 1780.0, 1800.0, 1820.0, 1840.0, 1860.0, 1880.0, 1900.0, 1920.0, 1940.0, 1960.0, 1980.0, 2000.0, 2020.0, 2040.0, 2060.0, 2080.0, 2100.0, 2120.0, 2140.0, 2160.0, 2180.0, 2200.0, 2220.0, 2240.0, 2260.0, 2280.0, 2300.0, 2320.0, 2340.0, 2360.0, 2380.0, 2400.0, 2420.0, 2440.0, 2460.0, 2480.0, 2500.0, 2520.0, 2540.0, 2560.0, 2580.0, 2600.0, 2620.0, 2640.0, 2660.0, 2680.0, 2700.0, 2720.0, 2740.0, 2760.0, 2780.0, 2800.0, 2820.0, 2840.0, 2860.0, 2880.0, 2900.0, 2920.0, 2940.0, 2960.0, 2980.0, 3000.0, 3020.0, 3040.0, 3060.0, 3080.0, 3100.0, 3120.0, 3140.0, 3160.0, 3180.0, 3200.0, 3220.0, 3240.0, 3260.0, 3280.0, 3300.0, 3320.0, 3340.0, 3360.0, 3380.0, 3400.0, 3420.0, 3440.0, 3460.0, 3480.0, 3500.0, 3520.0, 3540.0, 3560.0, 3580.0, 3600.0, 3620.0, 3640.0, 3660.0, 3680.0, 3700.0, 3720.0, 3740.0, 3760.0, 3780.0, 3800.0, 3820.0, 3840.0, 3860.0, 3880.0, 3900.0, 3920.0, 3940.0, 3960.0, 3980.0, 4000.0, 4020.0, 4040.0, 4060.0, 4080.0, 4100.0, 4120.0, 4140.0, 4160.0, 4180.0, 4200.0, 4220.0, 4240.0, 4260.0, 4280.0, 4300.0, 4320.0, 4340.0, 4360.0, 4380.0, 4400.0, 4420.0, 4440.0, 4460.0, 4480.0, 4500.0, 4520.0, 4540.0, 4560.0, 4580.0, 4600.0, 4620.0, 4640.0, 4660.0, 4680.0, 4700.0, 4720.0, 4740.0, 4760.0, 4780.0, 4800.0, 4820.0, 4840.0, 4860.0, 4880.0, 4900.0, 4920.0, 4940.0, 4960.0, 4980.0, 5000.0, 5020.0, 5040.0, 5060.0, 5080.0, 5100.0, 5120.0, 5140.0, 5160.0, 5180.0, 5200.0, 5220.0, 5240.0, 5260.0, 5280.0, 5300.0, 5320.0, 5340.0, 5360.0, 5380.0, 5400.0, 5420.0, 5440.0, 5460.0, 5480.0, 5500.0, 5520.0, 5540.0, 5560.0, 5580.0, 5600.0, 5620.0, 5640.0, 5660.0, 5680.0, 5700.0, 5720.0, 5740.0, 5760.0, 5780.0, 5800.0, 5820.0, 5840.0, 5860.0, 5880.0, 5900.0, 5920.0, 5940.0, 5960.0, 5980.0, 6000.0, 6020.0, 6040.0, 6060.0, 6080.0, 6100.0, 6120.0, 6140.0, 6160.0, 6180.0, 6200.0, 6220.0, 6240.0, 6260.0, 6280.0, 6300.0, 6320.0, 6340.0, 6360.0, 6380.0, 6400.0, 6420.0, 6440.0, 6460.0, 6480.0, 6500.0, 6520.0, 6540.0, 6560.0, 6580.0, 6600.0, 6620.0, 6640.0, 6660.0, 6680.0, 6700.0, 6720.0, 6740.0, 6760.0, 6780.0, 6800.0, 6820.0, 6840.0, 6860.0, 6880.0, 6900.0, 6920.0, 6940.0, 6960.0, 6980.0, 7000.0, 7020.0, 7040.0, 7060.0, 7080.0, 7100.0, 7120.0, 7140.0, 7160.0, 7180.0, 7200.0, 7220.0, 7240.0, 7260.0, 7280.0, 7300.0, 7320.0, 7340.0, 7360.0, 7380.0, 7400.0, 7420.0, 7440.0, 7460.0, 7480.0, 7500.0, 7520.0, 7540.0, 7560.0, 7580.0, 7600.0, 7620.0, 7640.0, 7660.0, 7680.0, 7700.0, 7720.0, 7740.0, 7760.0, 7780.0, 7800.0, 7820.0, 7840.0, 7860.0, 7880.0, 7900.0, 7920.0, 7940.0, 7960.0, 7980.0, 8000.0, 8020.0, 8040.0, 8060.0, 8080.0, 8100.0, 8120.0, 8140.0, 8160.0, 8180.0, 8200.0, 8220.0, 8240.0, 8260.0, 8280.0, 8300.0, 8320.0, 8340.0, 8360.0, 8380.0, 8400.0, 8420.0, 8440.0, 8460.0, 8480.0, 8500.0, 8520.0, 8540.0, 8560.0, 8580.0, 8600.0, 8620.0, 8640.0, 8660.0, 8680.0, 8700.0, 8720.0, 8740.0, 8760.0, 8780.0, 8800.0, 8820.0, 8840.0, 8860.0, 8880.0, 8900.0, 8920.0, 8940.0, 8960.0, 8980.0, 9000.0, ]) TIPS_2017_ISOT[4] = float64([ 1.0, 20.0, 40.0, 60.0, 80.0, 100.0, 120.0, 140.0, 160.0, 180.0, 200.0, 220.0, 240.0, 260.0, 280.0, 300.0, 320.0, 340.0, 360.0, 380.0, 400.0, 420.0, 440.0, 460.0, 480.0, 500.0, 520.0, 540.0, 560.0, 580.0, 600.0, 620.0, 640.0, 660.0, 680.0, 700.0, 720.0, 740.0, 760.0, 780.0, 800.0, 820.0, 840.0, 860.0, 880.0, 900.0, 920.0, 940.0, 960.0, 980.0, 1000.0, 1020.0, 1040.0, 1060.0, 1080.0, 1100.0, 1120.0, 1140.0, 1160.0, 1180.0, 1200.0, 1220.0, 1240.0, 1260.0, 1280.0, 1300.0, 1320.0, 1340.0, 1360.0, 1380.0, 1400.0, 1420.0, 1440.0, 1460.0, 1480.0, 1500.0, 1520.0, 1540.0, 1560.0, 1580.0, 1600.0, 1620.0, 1640.0, 1660.0, 1680.0, 1700.0, 1720.0, 1740.0, 1760.0, 1780.0, 1800.0, 1820.0, 1840.0, 1860.0, 1880.0, 1900.0, 1920.0, 1940.0, 1960.0, 1980.0, 2000.0, 2020.0, 2040.0, 2060.0, 2080.0, 2100.0, 2120.0, 2140.0, 2160.0, 2180.0, 2200.0, 2220.0, 2240.0, 2260.0, 2280.0, 2300.0, 2320.0, 2340.0, 2360.0, 2380.0, 2400.0, 2420.0, 2440.0, 2460.0, 2480.0, 2500.0, 2520.0, 2540.0, 2560.0, 2580.0, 2600.0, 2620.0, 2640.0, 2660.0, 2680.0, 2700.0, 2720.0, 2740.0, 2760.0, 2780.0, 2800.0, 2820.0, 2840.0, 2860.0, 2880.0, 2900.0, 2920.0, 2940.0, 2960.0, 2980.0, 3000.0, 3020.0, 3040.0, 3060.0, 3080.0, 3100.0, 3120.0, 3140.0, 3160.0, 3180.0, 3200.0, 3220.0, 3240.0, 3260.0, 3280.0, 3300.0, 3320.0, 3340.0, 3360.0, 3380.0, 3400.0, 3420.0, 3440.0, 3460.0, 3480.0, 3500.0, 3520.0, 3540.0, 3560.0, 3580.0, 3600.0, 3620.0, 3640.0, 3660.0, 3680.0, 3700.0, 3720.0, 3740.0, 3760.0, 3780.0, 3800.0, 3820.0, 3840.0, 3860.0, 3880.0, 3900.0, 3920.0, 3940.0, 3960.0, 3980.0, 4000.0, 4020.0, 4040.0, 4060.0, 4080.0, 4100.0, 4120.0, 4140.0, 4160.0, 4180.0, 4200.0, 4220.0, 4240.0, 4260.0, 4280.0, 4300.0, 4320.0, 4340.0, 4360.0, 4380.0, 4400.0, 4420.0, 4440.0, 4460.0, 4480.0, 4500.0, ]) TIPS_2017_ISOT[5] = float64([ 1.0, 20.0, 40.0, 60.0, 80.0, 100.0, 120.0, 140.0, 160.0, 180.0, 200.0, 220.0, 240.0, 260.0, 280.0, 300.0, 320.0, 340.0, 360.0, 380.0, 400.0, 420.0, 440.0, 460.0, 480.0, 500.0, 520.0, 540.0, 560.0, 580.0, 600.0, 620.0, 640.0, 660.0, 680.0, 700.0, 720.0, 740.0, 760.0, 780.0, 800.0, 820.0, 840.0, 860.0, 880.0, 900.0, 920.0, 940.0, 960.0, 980.0, 1000.0, 1020.0, 1040.0, 1060.0, 1080.0, 1100.0, 1120.0, 1140.0, 1160.0, 1180.0, 1200.0, 1220.0, 1240.0, 1260.0, 1280.0, 1300.0, 1320.0, 1340.0, 1360.0, 1380.0, 1400.0, 1420.0, 1440.0, 1460.0, 1480.0, 1500.0, 1520.0, 1540.0, 1560.0, 1580.0, 1600.0, 1620.0, 1640.0, 1660.0, 1680.0, 1700.0, 1720.0, 1740.0, 1760.0, 1780.0, 1800.0, 1820.0, 1840.0, 1860.0, 1880.0, 1900.0, 1920.0, 1940.0, 1960.0, 1980.0, 2000.0, 2020.0, 2040.0, 2060.0, 2080.0, 2100.0, 2120.0, 2140.0, 2160.0, 2180.0, 2200.0, 2220.0, 2240.0, 2260.0, 2280.0, 2300.0, 2320.0, 2340.0, 2360.0, 2380.0, 2400.0, 2420.0, 2440.0, 2460.0, 2480.0, 2500.0, 2520.0, 2540.0, 2560.0, 2580.0, 2600.0, 2620.0, 2640.0, 2660.0, 2680.0, 2700.0, 2720.0, 2740.0, 2760.0, 2780.0, 2800.0, 2820.0, 2840.0, 2860.0, 2880.0, 2900.0, 2920.0, 2940.0, 2960.0, 2980.0, 3000.0, 3020.0, 3040.0, 3060.0, 3080.0, 3100.0, 3120.0, 3140.0, 3160.0, 3180.0, 3200.0, 3220.0, 3240.0, 3260.0, 3280.0, 3300.0, 3320.0, 3340.0, 3360.0, 3380.0, 3400.0, 3420.0, 3440.0, 3460.0, 3480.0, 3500.0, 3520.0, 3540.0, 3560.0, 3580.0, 3600.0, 3620.0, 3640.0, 3660.0, 3680.0, 3700.0, 3720.0, 3740.0, 3760.0, 3780.0, 3800.0, 3820.0, 3840.0, 3860.0, 3880.0, 3900.0, 3920.0, 3940.0, 3960.0, 3980.0, 4000.0, 4020.0, 4040.0, 4060.0, 4080.0, 4100.0, 4120.0, 4140.0, 4160.0, 4180.0, 4200.0, 4220.0, 4240.0, 4260.0, 4280.0, 4300.0, 4320.0, 4340.0, 4360.0, 4380.0, 4400.0, 4420.0, 4440.0, 4460.0, 4480.0, 4500.0, 4520.0, 4540.0, 4560.0, 4580.0, 4600.0, 4620.0, 4640.0, 4660.0, 4680.0, 4700.0, 4720.0, 4740.0, 4760.0, 4780.0, 4800.0, 4820.0, 4840.0, 4860.0, 4880.0, 4900.0, 4920.0, 4940.0, 4960.0, 4980.0, 5000.0, 5020.0, 5040.0, 5060.0, 5080.0, 5100.0, 5120.0, 5140.0, 5160.0, 5180.0, 5200.0, 5220.0, 5240.0, 5260.0, 5280.0, 5300.0, 5320.0, 5340.0, 5360.0, 5380.0, 5400.0, 5420.0, 5440.0, 5460.0, 5480.0, 5500.0, 5520.0, 5540.0, 5560.0, 5580.0, 5600.0, 5620.0, 5640.0, 5660.0, 5680.0, 5700.0, 5720.0, 5740.0, 5760.0, 5780.0, 5800.0, 5820.0, 5840.0, 5860.0, 5880.0, 5900.0, 5920.0, 5940.0, 5960.0, 5980.0, 6000.0, 6020.0, 6040.0, 6060.0, 6080.0, 6100.0, 6120.0, 6140.0, 6160.0, 6180.0, 6200.0, 6220.0, 6240.0, 6260.0, 6280.0, 6300.0, 6320.0, 6340.0, 6360.0, 6380.0, 6400.0, 6420.0, 6440.0, 6460.0, 6480.0, 6500.0, 6520.0, 6540.0, 6560.0, 6580.0, 6600.0, 6620.0, 6640.0, 6660.0, 6680.0, 6700.0, 6720.0, 6740.0, 6760.0, 6780.0, 6800.0, 6820.0, 6840.0, 6860.0, 6880.0, 6900.0, 6920.0, 6940.0, 6960.0, 6980.0, 7000.0, 7020.0, 7040.0, 7060.0, 7080.0, 7100.0, 7120.0, 7140.0, 7160.0, 7180.0, 7200.0, 7220.0, 7240.0, 7260.0, 7280.0, 7300.0, 7320.0, 7340.0, 7360.0, 7380.0, 7400.0, 7420.0, 7440.0, 7460.0, 7480.0, 7500.0, ]) TIPS_2017_ISOT[6] = float64([ 1.0, 20.0, 40.0, 60.0, 80.0, 100.0, 120.0, 140.0, 160.0, 180.0, 200.0, 220.0, 240.0, 260.0, 280.0, 300.0, 320.0, 340.0, 360.0, 380.0, 400.0, 420.0, 440.0, 460.0, 480.0, 500.0, 520.0, 540.0, 560.0, 580.0, 600.0, 620.0, 640.0, 660.0, 680.0, 700.0, 720.0, 740.0, 760.0, 780.0, 800.0, 820.0, 840.0, 860.0, 880.0, 900.0, 920.0, 940.0, 960.0, 980.0, 1000.0, 1020.0, 1040.0, 1060.0, 1080.0, 1100.0, 1120.0, 1140.0, 1160.0, 1180.0, 1200.0, 1220.0, 1240.0, 1260.0, 1280.0, 1300.0, 1320.0, 1340.0, 1360.0, 1380.0, 1400.0, 1420.0, 1440.0, 1460.0, 1480.0, 1500.0, 1520.0, 1540.0, 1560.0, 1580.0, 1600.0, 1620.0, 1640.0, 1660.0, 1680.0, 1700.0, 1720.0, 1740.0, 1760.0, 1780.0, 1800.0, 1820.0, 1840.0, 1860.0, 1880.0, 1900.0, 1920.0, 1940.0, 1960.0, 1980.0, 2000.0, 2020.0, 2040.0, 2060.0, 2080.0, 2100.0, 2120.0, 2140.0, 2160.0, 2180.0, 2200.0, 2220.0, 2240.0, 2260.0, 2280.0, 2300.0, 2320.0, 2340.0, 2360.0, 2380.0, 2400.0, 2420.0, 2440.0, 2460.0, 2480.0, 2500.0, 2520.0, 2540.0, 2560.0, 2580.0, 2600.0, 2620.0, 2640.0, 2660.0, 2680.0, 2700.0, 2720.0, 2740.0, 2760.0, 2780.0, 2800.0, 2820.0, 2840.0, 2860.0, 2880.0, 2900.0, 2920.0, 2940.0, 2960.0, 2980.0, 3000.0, 3020.0, 3040.0, 3060.0, 3080.0, 3100.0, 3120.0, 3140.0, 3160.0, 3180.0, 3200.0, 3220.0, 3240.0, 3260.0, 3280.0, 3300.0, 3320.0, 3340.0, 3360.0, 3380.0, 3400.0, 3420.0, 3440.0, 3460.0, 3480.0, 3500.0, 3520.0, 3540.0, 3560.0, 3580.0, 3600.0, 3620.0, 3640.0, 3660.0, 3680.0, 3700.0, 3720.0, 3740.0, 3760.0, 3780.0, 3800.0, 3820.0, 3840.0, 3860.0, 3880.0, 3900.0, 3920.0, 3940.0, 3960.0, 3980.0, 4000.0, ]) # --------------- TIPS-2017 PARTITION SUMS ---------------------- TIPS_2017_ISOT_HASH = {} TIPS_2017_ISOQ_HASH = {} # ---------------------- M = 1, I = 1 --------------------------- M = 1 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.000000E+00, 3.348920E+00, 9.416960E+00, 1.681863E+01, 2.543182E+01, 3.515313E+01, 4.587953E+01, 5.752827E+01, 7.003401E+01, 8.334408E+01, 9.741515E+01, 1.122112E+02, 1.277022E+02, 1.438633E+02, 1.606747E+02, 1.781206E+02, 1.961892E+02, 2.148721E+02, 2.341643E+02, 2.540633E+02, 2.745691E+02, 2.956837E+02, 3.174110E+02, 3.397563E+02, 3.627261E+02, 3.863281E+02, 4.105710E+02, 4.354642E+02, 4.610180E+02, 4.872432E+02, 5.141514E+02, 5.417546E+02, 5.700656E+02, 5.990973E+02, 6.288636E+02, 6.593787E+02, 6.906572E+02, 7.227143E+02, 7.555656E+02, 7.892274E+02, 8.237162E+02, 8.590491E+02, 8.952437E+02, 9.323179E+02, 9.702901E+02, 1.009179E+03, 1.049005E+03, 1.089786E+03, 1.131543E+03, 1.174297E+03, 1.218069E+03, 1.262880E+03, 1.308752E+03, 1.355706E+03, 1.403766E+03, 1.452954E+03, 1.503294E+03, 1.554809E+03, 1.607523E+03, 1.661461E+03, 1.716647E+03, 1.773106E+03, 1.830864E+03, 1.889947E+03, 1.950381E+03, 2.012191E+03, 2.075405E+03, 2.140051E+03, 2.206155E+03, 2.273745E+03, 2.342850E+03, 2.413498E+03, 2.485717E+03, 2.559538E+03, 2.634989E+03, 2.712101E+03, 2.790904E+03, 2.871427E+03, 2.953704E+03, 3.037763E+03, 3.123638E+03, 3.211360E+03, 3.300961E+03, 3.392475E+03, 3.485933E+03, 3.581371E+03, 3.678821E+03, 3.778318E+03, 3.879895E+03, 3.983589E+03, 4.089435E+03, 4.197467E+03, 4.307722E+03, 4.420237E+03, 4.535049E+03, 4.652193E+03, 4.771709E+03, 4.893634E+03, 5.018006E+03, 5.144865E+03, 5.274249E+03, 5.406197E+03, 5.540751E+03, 5.677950E+03, 5.817835E+03, 5.960448E+03, 6.105829E+03, 6.254022E+03, 6.405068E+03, 6.559010E+03, 6.715891E+03, 6.875757E+03, 7.038649E+03, 7.204614E+03, 7.373696E+03, 7.545940E+03, 7.721393E+03, 7.900101E+03, 8.082111E+03, 8.267469E+03, 8.456223E+03, 8.648422E+03, 8.844114E+03, 9.043348E+03, 9.246173E+03, 9.452640E+03, 9.662798E+03, 9.876698E+03, 1.009439E+04, 1.031593E+04, 1.054137E+04, 1.077075E+04, 1.100414E+04, 1.124158E+04, 1.148314E+04, 1.172886E+04, 1.197879E+04, 1.223300E+04, 1.249154E+04, 1.275447E+04, 1.302184E+04, 1.329370E+04, 1.357012E+04, 1.385116E+04, 1.413687E+04, 1.442730E+04, 1.472253E+04, 1.502260E+04, 1.532759E+04, 1.563754E+04, 1.595251E+04, 1.627258E+04, 1.659780E+04, 1.692823E+04, 1.726394E+04, 1.760498E+04, 1.795142E+04, 1.830332E+04, 1.866075E+04, 1.902377E+04, 1.939243E+04, 1.976682E+04, 2.014699E+04, 2.053301E+04, 2.092493E+04, 2.132284E+04, 2.172678E+04, 2.213684E+04, 2.255307E+04, 2.297555E+04, 2.340433E+04, 2.383949E+04, 2.428109E+04, 2.472920E+04, 2.518388E+04, 2.564522E+04, 2.611326E+04, 2.658809E+04, 2.706977E+04, 2.755836E+04, 2.805395E+04, 2.855658E+04, 2.906634E+04, 2.958330E+04, 3.010751E+04, 3.063906E+04, 3.117801E+04, 3.172442E+04, 3.227838E+04, 3.283994E+04, 3.340917E+04, 3.398616E+04, 3.457096E+04, 3.516364E+04, 3.576428E+04, 3.637294E+04, 3.698969E+04, 3.761461E+04, 3.824775E+04, 3.888919E+04, 3.953900E+04, 4.019725E+04, 4.086401E+04, 4.153933E+04, 4.222330E+04, 4.291598E+04, 4.361744E+04, 4.432774E+04, 4.504696E+04, 4.577516E+04, 4.651241E+04, 4.725878E+04, 4.801433E+04, 4.877912E+04, 4.955323E+04, 5.033673E+04, 5.112967E+04, 5.193213E+04, 5.274416E+04, 5.356584E+04, 5.439722E+04, 5.523838E+04, 5.608937E+04, 5.695027E+04, 5.782113E+04, 5.870201E+04, 5.959298E+04, 6.049411E+04, 6.140545E+04, 6.232706E+04, 6.325900E+04, 6.420135E+04, 6.515415E+04, 6.611746E+04, 6.709136E+04, 6.807588E+04, 6.907110E+04, 7.007707E+04, 7.109385E+04, 7.212149E+04, 7.316006E+04, 7.420960E+04, 7.527018E+04, 7.634185E+04, 7.742466E+04, 7.851867E+04, 7.962393E+04, 8.074050E+04, 8.186842E+04, 8.300775E+04, 8.415854E+04, ]) # ---------------------- M = 1, I = 2 --------------------------- M = 1 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.000000E+00, 3.372790E+00, 9.492280E+00, 1.695557E+01, 2.564104E+01, 3.544414E+01, 4.626091E+01, 5.800788E+01, 7.061916E+01, 8.404163E+01, 9.823160E+01, 1.131528E+02, 1.287749E+02, 1.450731E+02, 1.620274E+02, 1.796219E+02, 1.978450E+02, 2.166883E+02, 2.361468E+02, 2.562183E+02, 2.769027E+02, 2.982024E+02, 3.201213E+02, 3.426649E+02, 3.658398E+02, 3.896541E+02, 4.141165E+02, 4.392366E+02, 4.650249E+02, 4.914924E+02, 5.186508E+02, 5.465124E+02, 5.750899E+02, 6.043966E+02, 6.344463E+02, 6.652532E+02, 6.968322E+02, 7.291983E+02, 7.623672E+02, 7.963551E+02, 8.311783E+02, 8.668538E+02, 9.033990E+02, 9.408315E+02, 9.791695E+02, 1.018432E+03, 1.058637E+03, 1.099804E+03, 1.141952E+03, 1.185103E+03, 1.229276E+03, 1.274491E+03, 1.320770E+03, 1.368133E+03, 1.416603E+03, 1.466202E+03, 1.516951E+03, 1.568873E+03, 1.621992E+03, 1.676329E+03, 1.731908E+03, 1.788753E+03, 1.846888E+03, 1.906337E+03, 1.967124E+03, 2.029275E+03, 2.092814E+03, 2.157766E+03, 2.224157E+03, 2.292012E+03, 2.361359E+03, 2.432222E+03, 2.504629E+03, 2.578606E+03, 2.654181E+03, 2.731380E+03, 2.810232E+03, 2.890764E+03, 2.973005E+03, 3.056982E+03, 3.142725E+03, 3.230262E+03, 3.319623E+03, 3.410837E+03, 3.503933E+03, 3.598943E+03, 3.695895E+03, 3.794822E+03, 3.895752E+03, 3.998719E+03, 4.103752E+03, 4.210885E+03, 4.320147E+03, 4.431573E+03, 4.545194E+03, 4.661044E+03, 4.779155E+03, 4.899561E+03, 5.022295E+03, 5.147392E+03, 5.274886E+03, 5.404811E+03, 5.537202E+03, 5.672095E+03, 5.809525E+03, 5.949527E+03, 6.092139E+03, 6.237395E+03, 6.385334E+03, 6.535992E+03, 6.689406E+03, 6.845614E+03, 7.004655E+03, 7.166565E+03, 7.331385E+03, 7.499153E+03, 7.669907E+03, 7.843689E+03, 8.020537E+03, 8.200491E+03, 8.383594E+03, 8.569884E+03, 8.759404E+03, 8.952195E+03, 9.148299E+03, 9.347757E+03, 9.550614E+03, 9.756911E+03, 9.966691E+03, 1.018000E+04, 1.039688E+04, 1.061737E+04, 1.084152E+04, 1.106938E+04, 1.130099E+04, 1.153639E+04, 1.177564E+04, 1.201877E+04, 1.226583E+04, 1.251688E+04, 1.277195E+04, 1.303110E+04, 1.329438E+04, 1.356182E+04, 1.383348E+04, 1.410942E+04, 1.438967E+04, 1.467429E+04, 1.496333E+04, 1.525683E+04, 1.555486E+04, 1.585745E+04, 1.616467E+04, 1.647655E+04, 1.679316E+04, 1.711455E+04, 1.744077E+04, 1.777186E+04, 1.810790E+04, 1.844892E+04, 1.879498E+04, 1.914614E+04, 1.950245E+04, 1.986396E+04, 2.023074E+04, 2.060283E+04, 2.098029E+04, 2.136318E+04, 2.175156E+04, 2.214547E+04, 2.254498E+04, 2.295015E+04, 2.336103E+04, 2.377768E+04, 2.420015E+04, 2.462851E+04, 2.506282E+04, 2.550313E+04, 2.594950E+04, 2.640200E+04, 2.686067E+04, 2.732559E+04, 2.779681E+04, 2.827439E+04, 2.875840E+04, 2.924889E+04, 2.974592E+04, 3.024956E+04, 3.075987E+04, 3.127691E+04, 3.180074E+04, 3.233143E+04, 3.286903E+04, 3.341361E+04, 3.396524E+04, 3.452397E+04, 3.508988E+04, 3.566301E+04, 3.624345E+04, 3.683124E+04, 3.742646E+04, 3.802917E+04, 3.863943E+04, 3.925731E+04, 3.988288E+04, 4.051619E+04, 4.115732E+04, 4.180633E+04, 4.246328E+04, 4.312824E+04, 4.380128E+04, 4.448245E+04, 4.517184E+04, 4.586950E+04, 4.657550E+04, 4.728991E+04, 4.801279E+04, 4.874421E+04, 4.948423E+04, 5.023293E+04, 5.099037E+04, 5.175661E+04, 5.253172E+04, 5.331578E+04, 5.410884E+04, 5.491098E+04, 5.572226E+04, 5.654275E+04, 5.737251E+04, 5.821161E+04, 5.906013E+04, 5.991812E+04, 6.078566E+04, 6.166281E+04, 6.254964E+04, 6.344622E+04, 6.435261E+04, 6.526889E+04, 6.619511E+04, 6.713135E+04, 6.807767E+04, 6.903414E+04, 7.000083E+04, 7.097781E+04, 7.196513E+04, 7.296288E+04, 7.397111E+04, 7.498990E+04, 7.601930E+04, 7.705940E+04, 7.811024E+04, ]) # ---------------------- M = 1, I = 3 --------------------------- M = 1 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 2.016901E+01, 5.674024E+01, 1.013453E+02, 1.532533E+02, 2.118401E+02, 2.764846E+02, 3.466880E+02, 4.220566E+02, 5.022729E+02, 5.870757E+02, 6.762480E+02, 7.696091E+02, 8.670100E+02, 9.683305E+02, 1.073476E+03, 1.182375E+03, 1.294979E+03, 1.411255E+03, 1.531189E+03, 1.654781E+03, 1.782042E+03, 1.912994E+03, 2.047669E+03, 2.186104E+03, 2.328346E+03, 2.474446E+03, 2.624459E+03, 2.778445E+03, 2.936469E+03, 3.098600E+03, 3.264908E+03, 3.435470E+03, 3.610362E+03, 3.789666E+03, 3.973467E+03, 4.161852E+03, 4.354909E+03, 4.552733E+03, 4.755418E+03, 4.963062E+03, 5.175767E+03, 5.393635E+03, 5.616772E+03, 5.845286E+03, 6.079288E+03, 6.318891E+03, 6.564209E+03, 6.815361E+03, 7.072464E+03, 7.335642E+03, 7.605018E+03, 7.880717E+03, 8.162866E+03, 8.451596E+03, 8.747038E+03, 9.049324E+03, 9.358591E+03, 9.674973E+03, 9.998611E+03, 1.032964E+04, 1.066821E+04, 1.101447E+04, 1.136854E+04, 1.173059E+04, 1.210077E+04, 1.247921E+04, 1.286608E+04, 1.326152E+04, 1.366570E+04, 1.407876E+04, 1.450087E+04, 1.493219E+04, 1.537288E+04, 1.582310E+04, 1.628301E+04, 1.675279E+04, 1.723259E+04, 1.772260E+04, 1.822297E+04, 1.873389E+04, 1.925553E+04, 1.978806E+04, 2.033166E+04, 2.088651E+04, 2.145280E+04, 2.203069E+04, 2.262039E+04, 2.322207E+04, 2.383593E+04, 2.446215E+04, 2.510092E+04, 2.575244E+04, 2.641690E+04, 2.709449E+04, 2.778543E+04, 2.848989E+04, 2.920810E+04, 2.994025E+04, 3.068655E+04, 3.144720E+04, 3.222241E+04, 3.301240E+04, 3.381738E+04, 3.463755E+04, 3.547315E+04, 3.632438E+04, 3.719147E+04, 3.807464E+04, 3.897411E+04, 3.989012E+04, 4.082287E+04, 4.177262E+04, 4.273959E+04, 4.372400E+04, 4.472611E+04, 4.574614E+04, 4.678433E+04, 4.784094E+04, 4.891619E+04, 5.001034E+04, 5.112363E+04, 5.225631E+04, 5.340864E+04, 5.458086E+04, 5.577324E+04, 5.698602E+04, 5.821948E+04, 5.947386E+04, 6.074944E+04, 6.204648E+04, 6.336525E+04, 6.470602E+04, 6.606905E+04, 6.745462E+04, 6.886301E+04, 7.029450E+04, 7.174936E+04, 7.322787E+04, 7.473032E+04, 7.625700E+04, 7.780820E+04, 7.938419E+04, 8.098528E+04, 8.261176E+04, 8.426392E+04, 8.594206E+04, 8.764648E+04, 8.937748E+04, 9.113537E+04, 9.292045E+04, 9.473303E+04, 9.657342E+04, 9.844193E+04, 1.003389E+05, 1.022646E+05, 1.042193E+05, 1.062035E+05, 1.082173E+05, 1.102612E+05, 1.123354E+05, 1.144403E+05, 1.165763E+05, 1.187435E+05, 1.209425E+05, 1.231734E+05, 1.254367E+05, 1.277326E+05, 1.300616E+05, 1.324240E+05, 1.348200E+05, 1.372501E+05, 1.397146E+05, 1.422138E+05, 1.447482E+05, 1.473179E+05, 1.499235E+05, 1.525652E+05, 1.552435E+05, 1.579586E+05, 1.607109E+05, 1.635008E+05, 1.663287E+05, 1.691948E+05, 1.720997E+05, 1.750436E+05, 1.780269E+05, 1.810500E+05, 1.841132E+05, 1.872170E+05, 1.903617E+05, 1.935477E+05, 1.967753E+05, 2.000449E+05, 2.033570E+05, 2.067118E+05, 2.101098E+05, 2.135514E+05, 2.170369E+05, 2.205667E+05, 2.241412E+05, 2.277608E+05, 2.314260E+05, 2.351369E+05, 2.388942E+05, 2.426981E+05, 2.465490E+05, 2.504474E+05, 2.543936E+05, 2.583880E+05, 2.624310E+05, 2.665231E+05, 2.706645E+05, 2.748558E+05, 2.790973E+05, 2.833893E+05, 2.877324E+05, 2.921269E+05, 2.965732E+05, 3.010717E+05, 3.056228E+05, 3.102268E+05, 3.148843E+05, 3.195956E+05, 3.243612E+05, 3.291813E+05, 3.340565E+05, 3.389870E+05, 3.439734E+05, 3.490161E+05, 3.541153E+05, 3.592716E+05, 3.644854E+05, 3.697570E+05, 3.750868E+05, 3.804753E+05, 3.859229E+05, 3.914300E+05, 3.969969E+05, 4.026240E+05, 4.083119E+05, 4.140609E+05, 4.198713E+05, 4.257436E+05, 4.316783E+05, 4.376756E+05, 4.437360E+05, 4.498599E+05, 4.560478E+05, 4.622999E+05, 4.686168E+05, ]) # ---------------------- M = 1, I = 4 --------------------------- M = 1 I = 4 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 1.766833E+01, 4.570241E+01, 8.177074E+01, 1.242917E+02, 1.724141E+02, 2.255614E+02, 2.833095E+02, 3.453297E+02, 4.113595E+02, 4.811860E+02, 5.546366E+02, 6.315735E+02, 7.118902E+02, 7.955081E+02, 8.823735E+02, 9.724548E+02, 1.065740E+03, 1.162232E+03, 1.261951E+03, 1.364927E+03, 1.471199E+03, 1.580818E+03, 1.693839E+03, 1.810326E+03, 1.930347E+03, 2.053977E+03, 2.181293E+03, 2.312379E+03, 2.447320E+03, 2.586208E+03, 2.729136E+03, 2.876201E+03, 3.027504E+03, 3.183148E+03, 3.343240E+03, 3.507890E+03, 3.677211E+03, 3.851318E+03, 4.030329E+03, 4.214365E+03, 4.403551E+03, 4.598012E+03, 4.797878E+03, 5.003279E+03, 5.214351E+03, 5.431230E+03, 5.654054E+03, 5.882966E+03, 6.118108E+03, 6.359628E+03, 6.607674E+03, 6.862397E+03, 7.123950E+03, 7.392489E+03, 7.668172E+03, 7.951159E+03, 8.241613E+03, 8.539699E+03, 8.845584E+03, 9.159437E+03, 9.481431E+03, 9.811739E+03, 1.015054E+04, 1.049801E+04, 1.085433E+04, 1.121969E+04, 1.159426E+04, 1.197825E+04, 1.237183E+04, 1.277521E+04, 1.318858E+04, 1.361213E+04, 1.404607E+04, 1.449060E+04, 1.494593E+04, 1.541225E+04, 1.588979E+04, 1.637875E+04, 1.687936E+04, 1.739182E+04, 1.791635E+04, 1.845319E+04, 1.900254E+04, 1.956465E+04, 2.013974E+04, 2.072804E+04, 2.132979E+04, 2.194522E+04, 2.257457E+04, 2.321808E+04, 2.387600E+04, 2.454858E+04, 2.523606E+04, 2.593868E+04, 2.665672E+04, 2.739041E+04, 2.814002E+04, 2.890581E+04, 2.968803E+04, 3.048695E+04, 3.130284E+04, 3.213596E+04, 3.298659E+04, 3.385498E+04, 3.474142E+04, 3.564619E+04, 3.656955E+04, 3.751178E+04, 3.847316E+04, 3.945398E+04, 4.045452E+04, 4.147505E+04, 4.251587E+04, 4.357726E+04, 4.465950E+04, 4.576289E+04, 4.688772E+04, 4.803426E+04, 4.920283E+04, 5.039369E+04, 5.160716E+04, 5.284352E+04, 5.410306E+04, 5.538609E+04, 5.669288E+04, 5.802374E+04, 5.937896E+04, 6.075884E+04, 6.216367E+04, 6.359374E+04, 6.504935E+04, 6.653080E+04, 6.803837E+04, 6.957236E+04, 7.113307E+04, 7.272078E+04, 7.433578E+04, 7.597838E+04, 7.764885E+04, 7.934749E+04, 8.107459E+04, 8.283042E+04, 8.461529E+04, 8.642947E+04, 8.827324E+04, 9.014689E+04, 9.205070E+04, 9.398494E+04, 9.594990E+04, 9.794585E+04, 9.997307E+04, 1.020318E+05, 1.041224E+05, 1.062450E+05, 1.084000E+05, 1.105876E+05, 1.128080E+05, 1.150616E+05, 1.173485E+05, 1.196691E+05, 1.220236E+05, 1.244122E+05, 1.268353E+05, 1.292929E+05, 1.317854E+05, 1.343131E+05, 1.368761E+05, 1.394747E+05, 1.421091E+05, 1.447796E+05, 1.474863E+05, 1.502295E+05, 1.530095E+05, 1.558264E+05, 1.586804E+05, 1.615718E+05, 1.645008E+05, 1.674676E+05, 1.704723E+05, 1.735152E+05, 1.765964E+05, 1.797163E+05, 1.828748E+05, 1.860723E+05, 1.893090E+05, 1.925849E+05, 1.959003E+05, 1.992553E+05, 2.026501E+05, 2.060849E+05, 2.095599E+05, 2.130751E+05, 2.166308E+05, 2.202271E+05, 2.238641E+05, 2.275421E+05, 2.312610E+05, 2.350212E+05, 2.388226E+05, 2.426655E+05, 2.465499E+05, 2.504760E+05, 2.544439E+05, 2.584538E+05, 2.625057E+05, 2.665997E+05, 2.707359E+05, 2.749145E+05, 2.791356E+05, 2.833992E+05, 2.877055E+05, 2.920544E+05, 2.964462E+05, 3.008809E+05, 3.053586E+05, 3.098792E+05, 3.144431E+05, 3.190500E+05, 3.237003E+05, 3.283938E+05, 3.331308E+05, 3.379111E+05, 3.427350E+05, 3.476023E+05, 3.525132E+05, 3.574677E+05, 3.624659E+05, 3.675078E+05, 3.725934E+05, 3.777227E+05, 3.828958E+05, 3.881127E+05, 3.933734E+05, 3.986779E+05, 4.040263E+05, 4.094186E+05, 4.148547E+05, 4.203346E+05, 4.258585E+05, 4.314262E+05, 4.370377E+05, 4.426932E+05, 4.483925E+05, 4.541356E+05, 4.599225E+05, 4.657532E+05, 4.716277E+05, 4.775460E+05, 4.835080E+05, 4.895137E+05, ]) # ---------------------- M = 1, I = 5 --------------------------- M = 1 I = 5 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 1.786086E+01, 4.625151E+01, 8.276956E+01, 1.258219E+02, 1.745467E+02, 2.283599E+02, 2.868320E+02, 3.496303E+02, 4.164889E+02, 4.871921E+02, 5.615653E+02, 6.394690E+02, 7.207956E+02, 8.054658E+02, 8.934261E+02, 9.846456E+02, 1.079113E+03, 1.176835E+03, 1.277832E+03, 1.382138E+03, 1.489795E+03, 1.600858E+03, 1.715385E+03, 1.833446E+03, 1.955112E+03, 2.080462E+03, 2.209579E+03, 2.342549E+03, 2.479463E+03, 2.620417E+03, 2.765507E+03, 2.914836E+03, 3.068509E+03, 3.226632E+03, 3.389316E+03, 3.556674E+03, 3.728824E+03, 3.905883E+03, 4.087973E+03, 4.275219E+03, 4.467747E+03, 4.665685E+03, 4.869166E+03, 5.078323E+03, 5.293293E+03, 5.514213E+03, 5.741224E+03, 5.974468E+03, 6.214091E+03, 6.460239E+03, 6.713060E+03, 6.972705E+03, 7.239327E+03, 7.513080E+03, 7.794120E+03, 8.082606E+03, 8.378697E+03, 8.682555E+03, 8.994343E+03, 9.314226E+03, 9.642370E+03, 9.978944E+03, 1.032412E+04, 1.067806E+04, 1.104095E+04, 1.141296E+04, 1.179427E+04, 1.218504E+04, 1.258547E+04, 1.299573E+04, 1.341601E+04, 1.384648E+04, 1.428733E+04, 1.473876E+04, 1.520094E+04, 1.567407E+04, 1.615834E+04, 1.665393E+04, 1.716105E+04, 1.767988E+04, 1.821063E+04, 1.875349E+04, 1.930866E+04, 1.987633E+04, 2.045672E+04, 2.105002E+04, 2.165643E+04, 2.227617E+04, 2.290944E+04, 2.355644E+04, 2.421738E+04, 2.489248E+04, 2.558195E+04, 2.628600E+04, 2.700484E+04, 2.773869E+04, 2.848776E+04, 2.925227E+04, 3.003245E+04, 3.082850E+04, 3.164066E+04, 3.246914E+04, 3.331417E+04, 3.417596E+04, 3.505476E+04, 3.595078E+04, 3.686425E+04, 3.779540E+04, 3.874447E+04, 3.971168E+04, 4.069726E+04, 4.170145E+04, 4.272449E+04, 4.376661E+04, 4.482804E+04, 4.590903E+04, 4.700981E+04, 4.813063E+04, 4.927172E+04, 5.043333E+04, 5.161570E+04, 5.281908E+04, 5.404371E+04, 5.528984E+04, 5.655772E+04, 5.784759E+04, 5.915970E+04, 6.049431E+04, 6.185167E+04, 6.323202E+04, 6.463563E+04, 6.606275E+04, 6.751363E+04, 6.898853E+04, 7.048770E+04, 7.201142E+04, 7.355993E+04, 7.513350E+04, 7.673238E+04, 7.835685E+04, 8.000716E+04, 8.168358E+04, 8.338637E+04, 8.511579E+04, 8.687212E+04, 8.865563E+04, 9.046658E+04, 9.230523E+04, 9.417187E+04, 9.606675E+04, 9.799016E+04, 9.994237E+04, 1.019236E+05, 1.039343E+05, 1.059745E+05, 1.080446E+05, 1.101449E+05, 1.122756E+05, 1.144371E+05, 1.166295E+05, 1.188533E+05, 1.211086E+05, 1.233957E+05, 1.257149E+05, 1.280666E+05, 1.304509E+05, 1.328682E+05, 1.353187E+05, 1.378027E+05, 1.403206E+05, 1.428725E+05, 1.454589E+05, 1.480799E+05, 1.507358E+05, 1.534269E+05, 1.561536E+05, 1.589161E+05, 1.617147E+05, 1.645496E+05, 1.674212E+05, 1.703297E+05, 1.732755E+05, 1.762588E+05, 1.792799E+05, 1.823391E+05, 1.854366E+05, 1.885729E+05, 1.917480E+05, 1.949625E+05, 1.982164E+05, 2.015102E+05, 2.048440E+05, 2.082182E+05, 2.116331E+05, 2.150890E+05, 2.185861E+05, 2.221247E+05, 2.257051E+05, 2.293277E+05, 2.329926E+05, 2.367001E+05, 2.404506E+05, 2.442444E+05, 2.480816E+05, 2.519626E+05, 2.558877E+05, 2.598572E+05, 2.638713E+05, 2.679303E+05, 2.720345E+05, 2.761841E+05, 2.803795E+05, 2.846209E+05, 2.889086E+05, 2.932429E+05, 2.976240E+05, 3.020522E+05, 3.065279E+05, 3.110511E+05, 3.156223E+05, 3.202417E+05, 3.249096E+05, 3.296262E+05, 3.343917E+05, 3.392066E+05, 3.440709E+05, 3.489851E+05, 3.539492E+05, 3.589637E+05, 3.640287E+05, 3.691446E+05, 3.743115E+05, 3.795298E+05, 3.847996E+05, 3.901213E+05, 3.954950E+05, 4.009211E+05, 4.063997E+05, 4.119311E+05, 4.175156E+05, 4.231535E+05, 4.288448E+05, 4.345899E+05, 4.403891E+05, 4.462425E+05, 4.521504E+05, 4.581130E+05, 4.641305E+05, 4.702033E+05, 4.763314E+05, ]) # ---------------------- M = 1, I = 6 --------------------------- M = 1 I = 6 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.600000E+01, 1.066180E+02, 2.759495E+02, 4.937802E+02, 7.505847E+02, 1.041223E+03, 1.362217E+03, 1.711020E+03, 2.085674E+03, 2.484623E+03, 2.906617E+03, 3.350642E+03, 3.815891E+03, 4.301738E+03, 4.807723E+03, 5.333532E+03, 5.878982E+03, 6.444007E+03, 7.028640E+03, 7.633001E+03, 8.257283E+03, 8.901742E+03, 9.566686E+03, 1.025247E+04, 1.095949E+04, 1.168818E+04, 1.243899E+04, 1.321241E+04, 1.400896E+04, 1.482918E+04, 1.567361E+04, 1.654285E+04, 1.743748E+04, 1.835812E+04, 1.930541E+04, 2.027999E+04, 2.128254E+04, 2.231374E+04, 2.337427E+04, 2.446487E+04, 2.558624E+04, 2.673914E+04, 2.792432E+04, 2.914254E+04, 3.039459E+04, 3.168126E+04, 3.300335E+04, 3.436168E+04, 3.575707E+04, 3.719038E+04, 3.866244E+04, 4.017412E+04, 4.172629E+04, 4.331984E+04, 4.495565E+04, 4.663462E+04, 4.835768E+04, 5.012574E+04, 5.193973E+04, 5.380059E+04, 5.570927E+04, 5.766673E+04, 5.967393E+04, 6.173186E+04, 6.384149E+04, 6.600381E+04, 6.821984E+04, 7.049057E+04, 7.281703E+04, 7.520023E+04, 7.764122E+04, 8.014104E+04, 8.270072E+04, 8.532134E+04, 8.800395E+04, 9.074963E+04, 9.355945E+04, 9.643451E+04, 9.937589E+04, 1.023847E+05, 1.054620E+05, 1.086090E+05, 1.118268E+05, 1.151165E+05, 1.184792E+05, 1.219162E+05, 1.254284E+05, 1.290172E+05, 1.326836E+05, 1.364289E+05, 1.402542E+05, 1.441607E+05, 1.481496E+05, 1.522221E+05, 1.563793E+05, 1.606226E+05, 1.649532E+05, 1.693722E+05, 1.738809E+05, 1.784805E+05, 1.831723E+05, 1.879575E+05, 1.928374E+05, 1.978133E+05, 2.028864E+05, 2.080579E+05, 2.133293E+05, 2.187018E+05, 2.241766E+05, 2.297550E+05, 2.354385E+05, 2.412283E+05, 2.471256E+05, 2.531319E+05, 2.592485E+05, 2.654767E+05, 2.718178E+05, 2.782733E+05, 2.848444E+05, 2.915325E+05, 2.983391E+05, 3.052654E+05, 3.123128E+05, 3.194828E+05, 3.267767E+05, 3.341959E+05, 3.417418E+05, 3.494159E+05, 3.572195E+05, 3.651541E+05, 3.732210E+05, 3.814218E+05, 3.897578E+05, 3.982305E+05, 4.068414E+05, 4.155918E+05, 4.244833E+05, 4.335172E+05, 4.426952E+05, 4.520186E+05, 4.614889E+05, 4.711076E+05, 4.808762E+05, 4.907962E+05, 5.008691E+05, 5.110963E+05, 5.214794E+05, 5.320199E+05, 5.427193E+05, 5.535792E+05, 5.646009E+05, 5.757862E+05, 5.871364E+05, 5.986532E+05, 6.103381E+05, 6.221926E+05, 6.342182E+05, 6.464166E+05, 6.587892E+05, 6.713377E+05, 6.840635E+05, 6.969684E+05, 7.100537E+05, 7.233211E+05, 7.367722E+05, 7.504086E+05, 7.642317E+05, 7.782433E+05, 7.924449E+05, 8.068380E+05, 8.214243E+05, 8.362053E+05, 8.511827E+05, 8.663581E+05, 8.817330E+05, 8.973090E+05, 9.130878E+05, 9.290709E+05, 9.452599E+05, 9.616565E+05, 9.782622E+05, 9.950787E+05, 1.012108E+06, 1.029350E+06, 1.046809E+06, 1.064484E+06, 1.082379E+06, 1.100493E+06, 1.118830E+06, 1.137390E+06, 1.156176E+06, 1.175188E+06, 1.194429E+06, 1.213900E+06, 1.233602E+06, 1.253538E+06, 1.273708E+06, 1.294115E+06, 1.314760E+06, 1.335644E+06, 1.356770E+06, 1.378138E+06, 1.399750E+06, 1.421609E+06, 1.443715E+06, 1.466070E+06, 1.488676E+06, 1.511534E+06, 1.534646E+06, 1.558013E+06, 1.581636E+06, 1.605519E+06, 1.629661E+06, 1.654065E+06, 1.678732E+06, 1.703663E+06, 1.728861E+06, 1.754326E+06, 1.780061E+06, 1.806066E+06, 1.832343E+06, 1.858894E+06, 1.885720E+06, 1.912822E+06, 1.940203E+06, 1.967863E+06, 1.995805E+06, 2.024028E+06, 2.052536E+06, 2.081329E+06, 2.110410E+06, 2.139778E+06, 2.169436E+06, 2.199385E+06, 2.229627E+06, 2.260162E+06, 2.290993E+06, 2.322120E+06, 2.353546E+06, 2.385271E+06, 2.417296E+06, 2.449624E+06, 2.482255E+06, 2.515191E+06, 2.548433E+06, 2.581982E+06, 2.615840E+06, 2.650008E+06, 2.684487E+06, 2.719279E+06, 2.754384E+06, ]) # ---------------------- M = 1, I = 7 --------------------------- M = 1 I = 7 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 2.020566E+01, 5.328177E+01, 9.597421E+01, 1.463666E+02, 2.034368E+02, 2.664953E+02, 3.350360E+02, 4.086708E+02, 4.870968E+02, 5.700805E+02, 6.574474E+02, 7.490750E+02, 8.448862E+02, 9.448428E+02, 1.048939E+03, 1.157194E+03, 1.269651E+03, 1.386368E+03, 1.507418E+03, 1.632887E+03, 1.762868E+03, 1.897464E+03, 2.036785E+03, 2.180948E+03, 2.330078E+03, 2.484305E+03, 2.643764E+03, 2.808599E+03, 2.978957E+03, 3.154991E+03, 3.336863E+03, 3.524736E+03, 3.718782E+03, 3.919176E+03, 4.126099E+03, 4.339738E+03, 4.560283E+03, 4.787929E+03, 5.022879E+03, 5.265336E+03, 5.515511E+03, 5.773617E+03, 6.039873E+03, 6.314501E+03, 6.597728E+03, 6.889787E+03, 7.190910E+03, 7.501338E+03, 7.821315E+03, 8.151087E+03, 8.490906E+03, 8.841027E+03, 9.201709E+03, 9.573217E+03, 9.955817E+03, 1.034978E+04, 1.075538E+04, 1.117291E+04, 1.160263E+04, 1.204485E+04, 1.249984E+04, 1.296792E+04, 1.344937E+04, 1.394451E+04, 1.445364E+04, 1.497708E+04, 1.551513E+04, 1.606813E+04, 1.663640E+04, 1.722027E+04, 1.782008E+04, 1.843615E+04, 1.906885E+04, 1.971852E+04, 2.038550E+04, 2.107016E+04, 2.177286E+04, 2.249397E+04, 2.323386E+04, 2.399290E+04, 2.477148E+04, 2.556999E+04, 2.638881E+04, 2.722834E+04, 2.808898E+04, 2.897114E+04, 2.987523E+04, 3.080167E+04, 3.175088E+04, 3.272328E+04, 3.371931E+04, 3.473940E+04, 3.578400E+04, 3.685355E+04, 3.794852E+04, 3.906935E+04, 4.021651E+04, 4.139047E+04, 4.259171E+04, 4.382070E+04, 4.507794E+04, 4.636392E+04, 4.767913E+04, 4.902407E+04, 5.039927E+04, 5.180522E+04, 5.324247E+04, 5.471152E+04, 5.621291E+04, 5.774719E+04, 5.931490E+04, 6.091658E+04, 6.255280E+04, 6.422412E+04, 6.593111E+04, 6.767435E+04, 6.945442E+04, 7.127190E+04, 7.312739E+04, 7.502150E+04, 7.695482E+04, 7.892798E+04, 8.094160E+04, 8.299630E+04, 8.509271E+04, 8.723149E+04, 8.941326E+04, 9.163870E+04, 9.390846E+04, 9.622320E+04, 9.858361E+04, 1.009904E+05, 1.034441E+05, 1.059457E+05, 1.084956E+05, 1.110947E+05, 1.137436E+05, 1.164431E+05, 1.191939E+05, 1.219968E+05, 1.248525E+05, 1.277617E+05, 1.307252E+05, 1.337438E+05, 1.368183E+05, 1.399493E+05, 1.431378E+05, 1.463845E+05, 1.496903E+05, 1.530558E+05, 1.564820E+05, 1.599697E+05, 1.635197E+05, 1.671329E+05, 1.708101E+05, 1.745521E+05, 1.783599E+05, 1.822343E+05, 1.861762E+05, 1.901864E+05, 1.942659E+05, 1.984156E+05, 2.026364E+05, 2.069291E+05, 2.112949E+05, 2.157345E+05, 2.202489E+05, 2.248391E+05, 2.295060E+05, 2.342506E+05, 2.390739E+05, 2.439768E+05, 2.489604E+05, 2.540256E+05, 2.591735E+05, 2.644051E+05, 2.697213E+05, 2.751233E+05, 2.806120E+05, 2.861886E+05, 2.918540E+05, 2.976093E+05, 3.034557E+05, 3.093941E+05, 3.154257E+05, 3.215515E+05, 3.277727E+05, 3.340904E+05, 3.405057E+05, 3.470196E+05, 3.536334E+05, 3.603482E+05, 3.671652E+05, 3.740854E+05, 3.811100E+05, 3.882403E+05, 3.954774E+05, 4.028224E+05, 4.102766E+05, 4.178412E+05, 4.255174E+05, 4.333064E+05, 4.412094E+05, 4.492276E+05, 4.573623E+05, 4.656147E+05, 4.739861E+05, 4.824777E+05, 4.910907E+05, 4.998266E+05, 5.086864E+05, 5.176716E+05, 5.267833E+05, 5.360229E+05, 5.453917E+05, 5.548910E+05, 5.645222E+05, 5.742864E+05, 5.841851E+05, 5.942195E+05, 6.043911E+05, 6.147011E+05, 6.251509E+05, 6.357419E+05, 6.464753E+05, 6.573526E+05, 6.683752E+05, 6.795444E+05, 6.908615E+05, 7.023280E+05, 7.139453E+05, 7.257147E+05, 7.376376E+05, 7.497155E+05, 7.619497E+05, 7.743416E+05, 7.868928E+05, 7.996044E+05, 8.124781E+05, 8.255152E+05, 8.387171E+05, 8.520852E+05, 8.656211E+05, 8.793261E+05, 8.932017E+05, 9.072493E+05, 9.214703E+05, 9.358662E+05, 9.504385E+05, 9.651886E+05, 9.801180E+05, 9.952280E+05, 1.010520E+06, 1.025996E+06, 1.041657E+06, 1.057504E+06, 1.073540E+06, 1.089765E+06, 1.106181E+06, 1.122789E+06, 1.139591E+06, 1.156589E+06, 1.173783E+06, 1.191175E+06, 1.208768E+06, 1.226561E+06, 1.244557E+06, 1.262758E+06, 1.281164E+06, 1.299777E+06, 1.318598E+06, 1.337630E+06, 1.356873E+06, 1.376329E+06, 1.396000E+06, 1.415886E+06, 1.435990E+06, 1.456312E+06, 1.476855E+06, 1.497619E+06, 1.518607E+06, 1.539819E+06, 1.561257E+06, 1.582923E+06, 1.604818E+06, 1.626943E+06, 1.649300E+06, 1.671891E+06, 1.694716E+06, 1.717777E+06, 1.741076E+06, 1.764614E+06, 1.788392E+06, 1.812412E+06, 1.836675E+06, 1.861184E+06, 1.885938E+06, 1.910939E+06, 1.936190E+06, 1.961691E+06, ]) # ---------------------- M = 1, I = 8 --------------------------- M = 1 I = 8 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 2.048931E+01, 5.406267E+01, 9.739573E+01, 1.485457E+02, 2.064750E+02, 2.704833E+02, 3.400571E+02, 4.148027E+02, 4.944135E+02, 5.786535E+02, 6.673477E+02, 7.603741E+02, 8.576570E+02, 9.591602E+02, 1.064880E+03, 1.174840E+03, 1.289086E+03, 1.407678E+03, 1.530695E+03, 1.658222E+03, 1.790360E+03, 1.927213E+03, 2.068896E+03, 2.215529E+03, 2.367241E+03, 2.524165E+03, 2.686441E+03, 2.854217E+03, 3.027645E+03, 3.206883E+03, 3.392094E+03, 3.583450E+03, 3.781124E+03, 3.985298E+03, 4.196157E+03, 4.413893E+03, 4.638702E+03, 4.870784E+03, 5.110345E+03, 5.357596E+03, 5.612751E+03, 5.876031E+03, 6.147658E+03, 6.427862E+03, 6.716875E+03, 7.014934E+03, 7.322280E+03, 7.639158E+03, 7.965818E+03, 8.302513E+03, 8.649501E+03, 9.007044E+03, 9.375407E+03, 9.754862E+03, 1.014568E+04, 1.054814E+04, 1.096253E+04, 1.138913E+04, 1.182824E+04, 1.228015E+04, 1.274515E+04, 1.322355E+04, 1.371567E+04, 1.422181E+04, 1.474229E+04, 1.527743E+04, 1.582755E+04, 1.639299E+04, 1.697409E+04, 1.757117E+04, 1.818460E+04, 1.881470E+04, 1.946184E+04, 2.012638E+04, 2.080867E+04, 2.150909E+04, 2.222801E+04, 2.296581E+04, 2.372286E+04, 2.449955E+04, 2.529629E+04, 2.611346E+04, 2.695146E+04, 2.781071E+04, 2.869162E+04, 2.959460E+04, 3.052008E+04, 3.146849E+04, 3.244026E+04, 3.343582E+04, 3.445564E+04, 3.550014E+04, 3.656980E+04, 3.766507E+04, 3.878642E+04, 3.993432E+04, 4.110925E+04, 4.231169E+04, 4.354213E+04, 4.480107E+04, 4.608901E+04, 4.740645E+04, 4.875391E+04, 5.013191E+04, 5.154097E+04, 5.298163E+04, 5.445442E+04, 5.595988E+04, 5.749856E+04, 5.907103E+04, 6.067783E+04, 6.231955E+04, 6.399675E+04, 6.571001E+04, 6.745993E+04, 6.924709E+04, 7.107210E+04, 7.293556E+04, 7.483809E+04, 7.678030E+04, 7.876284E+04, 8.078632E+04, 8.285139E+04, 8.495869E+04, 8.710888E+04, 8.930263E+04, 9.154060E+04, 9.382346E+04, 9.615189E+04, 9.852659E+04, 1.009483E+05, 1.034176E+05, 1.059353E+05, 1.085021E+05, 1.111187E+05, 1.137859E+05, 1.165043E+05, 1.192748E+05, 1.220981E+05, 1.249750E+05, 1.279061E+05, 1.308924E+05, 1.339345E+05, 1.370334E+05, 1.401897E+05, 1.434043E+05, 1.466780E+05, 1.500116E+05, 1.534060E+05, 1.568620E+05, 1.603804E+05, 1.639621E+05, 1.676080E+05, 1.713189E+05, 1.750957E+05, 1.789393E+05, 1.828506E+05, 1.868305E+05, 1.908799E+05, 1.949997E+05, 1.991908E+05, 2.034543E+05, 2.077909E+05, 2.122018E+05, 2.166877E+05, 2.212498E+05, 2.258889E+05, 2.306061E+05, 2.354024E+05, 2.402787E+05, 2.452361E+05, 2.502755E+05, 2.553980E+05, 2.606047E+05, 2.658966E+05, 2.712746E+05, 2.767400E+05, 2.822937E+05, 2.879368E+05, 2.936704E+05, 2.994957E+05, 3.054136E+05, 3.114253E+05, 3.175319E+05, 3.237345E+05, 3.300344E+05, 3.364325E+05, 3.429300E+05, 3.495282E+05, 3.562281E+05, 3.630310E+05, 3.699380E+05, 3.769503E+05, 3.840690E+05, 3.912955E+05, 3.986309E+05, 4.060763E+05, 4.136332E+05, 4.213026E+05, 4.290858E+05, 4.369840E+05, 4.449986E+05, 4.531307E+05, 4.613817E+05, 4.697528E+05, 4.782453E+05, 4.868605E+05, 4.955996E+05, 5.044641E+05, 5.134551E+05, 5.225741E+05, 5.318222E+05, 5.412010E+05, 5.507116E+05, 5.603555E+05, 5.701339E+05, 5.800483E+05, 5.901000E+05, 6.002904E+05, 6.106208E+05, 6.210926E+05, 6.317072E+05, 6.424660E+05, 6.533704E+05, 6.644218E+05, 6.756215E+05, 6.869711E+05, 6.984719E+05, 7.101253E+05, 7.219327E+05, 7.338957E+05, 7.460156E+05, 7.582938E+05, 7.707319E+05, 7.833312E+05, 7.960932E+05, 8.090193E+05, 8.221111E+05, 8.353700E+05, 8.487974E+05, 8.623948E+05, 8.761637E+05, 8.901056E+05, 9.042219E+05, 9.185141E+05, 9.329838E+05, 9.476323E+05, 9.624612E+05, 9.774720E+05, 9.926662E+05, 1.008045E+06, 1.023611E+06, 1.039364E+06, 1.055307E+06, 1.071440E+06, 1.087766E+06, 1.104286E+06, 1.121001E+06, 1.137913E+06, 1.155024E+06, 1.172334E+06, 1.189846E+06, 1.207561E+06, 1.225480E+06, 1.243606E+06, 1.261938E+06, 1.280480E+06, 1.299233E+06, 1.318197E+06, 1.337375E+06, 1.356767E+06, 1.376377E+06, 1.396204E+06, 1.416251E+06, 1.436519E+06, 1.457010E+06, 1.477725E+06, 1.498665E+06, 1.519833E+06, 1.541229E+06, 1.562855E+06, 1.584712E+06, 1.606803E+06, 1.629128E+06, 1.651689E+06, 1.674488E+06, 1.697526E+06, 1.720804E+06, 1.744324E+06, 1.768088E+06, 1.792097E+06, 1.816351E+06, 1.840854E+06, 1.865606E+06, 1.890609E+06, 1.915864E+06, 1.941372E+06, 1.967136E+06, 1.993156E+06, 2.019434E+06, ]) # ---------------------- M = 1, I = 9 --------------------------- M = 1 I = 9 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.600000E+01, 1.221318E+02, 3.221607E+02, 5.803382E+02, 8.850833E+02, 1.230215E+03, 1.611562E+03, 2.026065E+03, 2.471377E+03, 2.945671E+03, 3.447538E+03, 3.975930E+03, 4.530112E+03, 5.109629E+03, 5.714256E+03, 6.343965E+03, 6.998887E+03, 7.679283E+03, 8.385518E+03, 9.118039E+03, 9.877365E+03, 1.066407E+04, 1.147879E+04, 1.232218E+04, 1.319497E+04, 1.409792E+04, 1.503180E+04, 1.599746E+04, 1.699576E+04, 1.802760E+04, 1.909392E+04, 2.019568E+04, 2.133390E+04, 2.250960E+04, 2.372386E+04, 2.497778E+04, 2.627249E+04, 2.760915E+04, 2.898894E+04, 3.041308E+04, 3.188283E+04, 3.339945E+04, 3.496424E+04, 3.657853E+04, 3.824366E+04, 3.996102E+04, 4.173201E+04, 4.355806E+04, 4.544061E+04, 4.738114E+04, 4.938116E+04, 5.144219E+04, 5.356578E+04, 5.575351E+04, 5.800696E+04, 6.032778E+04, 6.271759E+04, 6.517809E+04, 6.771096E+04, 7.031792E+04, 7.300073E+04, 7.576115E+04, 7.860099E+04, 8.152207E+04, 8.452624E+04, 8.761536E+04, 9.079135E+04, 9.405614E+04, 9.741167E+04, 1.008599E+05, 1.044029E+05, 1.080427E+05, 1.117813E+05, 1.156208E+05, 1.195634E+05, 1.236111E+05, 1.277662E+05, 1.320309E+05, 1.364074E+05, 1.408980E+05, 1.455049E+05, 1.502304E+05, 1.550770E+05, 1.600471E+05, 1.651429E+05, 1.703670E+05, 1.757218E+05, 1.812099E+05, 1.868337E+05, 1.925958E+05, 1.984989E+05, 2.045456E+05, 2.107385E+05, 2.170803E+05, 2.235737E+05, 2.302216E+05, 2.370267E+05, 2.439918E+05, 2.511198E+05, 2.584135E+05, 2.658760E+05, 2.735102E+05, 2.813191E+05, 2.893056E+05, 2.974730E+05, 3.058242E+05, 3.143624E+05, 3.230909E+05, 3.320128E+05, 3.411313E+05, 3.504498E+05, 3.599715E+05, 3.696999E+05, 3.796383E+05, 3.897902E+05, 4.001590E+05, 4.107482E+05, 4.215615E+05, 4.326023E+05, 4.438744E+05, 4.553813E+05, 4.671268E+05, 4.791146E+05, 4.913485E+05, 5.038324E+05, 5.165701E+05, 5.295655E+05, 5.428226E+05, 5.563453E+05, 5.701377E+05, 5.842039E+05, 5.985480E+05, 6.131740E+05, 6.280863E+05, 6.432891E+05, 6.587866E+05, 6.745832E+05, 6.906833E+05, 7.070913E+05, 7.238115E+05, 7.408486E+05, 7.582071E+05, 7.758916E+05, 7.939067E+05, 8.122571E+05, 8.309475E+05, 8.499827E+05, 8.693675E+05, 8.891068E+05, 9.092054E+05, 9.296684E+05, 9.505008E+05, 9.717075E+05, 9.932938E+05, 1.015265E+06, 1.037625E+06, 1.060381E+06, 1.083537E+06, 1.107099E+06, 1.131072E+06, 1.155461E+06, 1.180272E+06, 1.205511E+06, 1.231183E+06, 1.257293E+06, 1.283848E+06, 1.310853E+06, 1.338313E+06, 1.366236E+06, 1.394625E+06, 1.423488E+06, 1.452831E+06, 1.482659E+06, 1.512978E+06, 1.543794E+06, 1.575115E+06, 1.606945E+06, 1.639291E+06, 1.672160E+06, 1.705557E+06, 1.739489E+06, 1.773963E+06, 1.808986E+06, 1.844562E+06, 1.880700E+06, 1.917406E+06, 1.954686E+06, 1.992547E+06, 2.030996E+06, 2.070041E+06, 2.109686E+06, 2.149941E+06, 2.190810E+06, 2.232303E+06, 2.274425E+06, 2.317183E+06, 2.360586E+06, 2.404639E+06, 2.449351E+06, 2.494728E+06, 2.540778E+06, 2.587508E+06, 2.634926E+06, 2.683039E+06, 2.731855E+06, 2.781380E+06, 2.831623E+06, 2.882592E+06, 2.934293E+06, 2.986735E+06, 3.039925E+06, 3.093872E+06, 3.148582E+06, 3.204065E+06, 3.260327E+06, 3.317376E+06, 3.375221E+06, 3.433870E+06, 3.493331E+06, 3.553611E+06, 3.614719E+06, 3.676663E+06, 3.739451E+06, 3.803092E+06, 3.867593E+06, 3.932963E+06, 3.999210E+06, 4.066343E+06, 4.134370E+06, 4.203299E+06, 4.273139E+06, 4.343898E+06, 4.415584E+06, 4.488207E+06, 4.561774E+06, 4.636295E+06, 4.711778E+06, 4.788230E+06, 4.865663E+06, 4.944082E+06, 5.023498E+06, 5.103920E+06, 5.185355E+06, 5.267812E+06, 5.351301E+06, 5.435830E+06, 5.521408E+06, 5.608043E+06, 5.695745E+06, 5.784521E+06, 5.874383E+06, 5.965337E+06, 6.057392E+06, 6.150559E+06, 6.244845E+06, 6.340260E+06, 6.436812E+06, 6.534510E+06, 6.633364E+06, 6.733382E+06, 6.834573E+06, 6.936945E+06, 7.040509E+06, 7.145273E+06, 7.251246E+06, 7.358436E+06, 7.466853E+06, 7.576506E+06, 7.687404E+06, 7.799555E+06, 7.912969E+06, 8.027654E+06, 8.143620E+06, 8.260875E+06, 8.379428E+06, 8.499289E+06, 8.620465E+06, 8.742967E+06, 8.866803E+06, 8.991981E+06, 9.118511E+06, 9.246401E+06, 9.375661E+06, 9.506299E+06, 9.638324E+06, 9.771745E+06, 9.906570E+06, 1.004281E+07, 1.018047E+07, 1.031956E+07, 1.046009E+07, 1.060207E+07, 1.074551E+07, 1.089041E+07, 1.103679E+07, 1.118465E+07, 1.133400E+07, 1.148485E+07, 1.163721E+07, 1.179108E+07, 1.194648E+07, ]) # ---------------------- M = 2, I = 1 --------------------------- M = 2 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.172300E+00, 1.797937E+01, 3.579152E+01, 5.360487E+01, 7.142001E+01, 8.924629E+01, 1.071216E+02, 1.251286E+02, 1.433912E+02, 1.620592E+02, 1.812909E+02, 2.012420E+02, 2.220599E+02, 2.438818E+02, 2.668355E+02, 2.910405E+02, 3.166103E+02, 3.436540E+02, 3.722775E+02, 4.025853E+02, 4.346809E+02, 4.686683E+02, 5.046524E+02, 5.427394E+02, 5.830375E+02, 6.256573E+02, 6.707119E+02, 7.183172E+02, 7.685924E+02, 8.216598E+02, 8.776450E+02, 9.366774E+02, 9.988899E+02, 1.064419E+03, 1.133406E+03, 1.205995E+03, 1.282335E+03, 1.362579E+03, 1.446883E+03, 1.535408E+03, 1.628322E+03, 1.725793E+03, 1.827996E+03, 1.935111E+03, 2.047321E+03, 2.164814E+03, 2.287785E+03, 2.416430E+03, 2.550954E+03, 2.691564E+03, 2.838473E+03, 2.991899E+03, 3.152065E+03, 3.319200E+03, 3.493538E+03, 3.675317E+03, 3.864782E+03, 4.062182E+03, 4.267774E+03, 4.481819E+03, 4.704582E+03, 4.936336E+03, 5.177359E+03, 5.427935E+03, 5.688354E+03, 5.958911E+03, 6.239909E+03, 6.531654E+03, 6.834460E+03, 7.148647E+03, 7.474541E+03, 7.812474E+03, 8.162786E+03, 8.525820E+03, 8.901928E+03, 9.291468E+03, 9.694803E+03, 1.011231E+04, 1.054435E+04, 1.099132E+04, 1.145362E+04, 1.193162E+04, 1.242575E+04, 1.293641E+04, 1.346401E+04, 1.400899E+04, 1.457177E+04, 1.515280E+04, 1.575251E+04, 1.637136E+04, 1.700982E+04, 1.766834E+04, 1.834740E+04, 1.904748E+04, 1.976907E+04, 2.051267E+04, 2.127878E+04, 2.206790E+04, 2.288057E+04, 2.371729E+04, 2.457861E+04, 2.546506E+04, 2.637719E+04, 2.731556E+04, 2.828073E+04, 2.927327E+04, 3.029376E+04, 3.134277E+04, 3.242091E+04, 3.352878E+04, 3.466698E+04, 3.583614E+04, 3.703686E+04, 3.826979E+04, 3.953557E+04, 4.083483E+04, 4.216825E+04, 4.353647E+04, 4.494018E+04, 4.638004E+04, 4.785674E+04, 4.937098E+04, 5.092347E+04, 5.251490E+04, 5.414600E+04, 5.581749E+04, 5.753010E+04, 5.928458E+04, 6.108167E+04, 6.292213E+04, 6.480672E+04, 6.673621E+04, 6.871139E+04, 7.073304E+04, 7.280195E+04, 7.491893E+04, 7.708478E+04, 7.930032E+04, 8.156638E+04, 8.388379E+04, 8.625338E+04, 8.867600E+04, 9.115251E+04, 9.368376E+04, 9.627062E+04, 9.891397E+04, 1.016147E+05, 1.043737E+05, 1.071918E+05, 1.100700E+05, 1.130091E+05, 1.160101E+05, 1.190739E+05, 1.222014E+05, 1.253936E+05, 1.286514E+05, 1.319757E+05, 1.353675E+05, 1.388278E+05, 1.423574E+05, 1.459575E+05, 1.496289E+05, 1.533726E+05, 1.571897E+05, 1.610810E+05, 1.650477E+05, 1.690906E+05, 1.732109E+05, 1.774094E+05, 1.816873E+05, 1.860455E+05, 1.904851E+05, 1.950070E+05, 1.996124E+05, 2.043022E+05, 2.090774E+05, 2.139392E+05, 2.188885E+05, 2.239265E+05, 2.290540E+05, 2.342723E+05, 2.395823E+05, 2.449850E+05, 2.504817E+05, 2.560732E+05, 2.617607E+05, 2.675453E+05, 2.734279E+05, 2.794097E+05, 2.854917E+05, 2.916749E+05, 2.979606E+05, 3.043496E+05, 3.108431E+05, 3.174422E+05, 3.241479E+05, 3.309613E+05, 3.378834E+05, 3.449153E+05, 3.520581E+05, 3.593129E+05, 3.666806E+05, 3.741624E+05, 3.817594E+05, 3.894725E+05, 3.973029E+05, 4.052515E+05, 4.133195E+05, 4.215079E+05, 4.298178E+05, 4.382501E+05, 4.468060E+05, 4.554865E+05, 4.642925E+05, 4.732252E+05, 4.822856E+05, 4.914747E+05, 5.007935E+05, 5.102430E+05, 5.198243E+05, 5.295383E+05, 5.393861E+05, 5.493687E+05, 5.594870E+05, 5.697421E+05, 5.801349E+05, 5.906665E+05, 6.013377E+05, 6.121497E+05, 6.231032E+05, 6.341994E+05, 6.454391E+05, 6.568232E+05, 6.683529E+05, 6.800289E+05, 6.918522E+05, 7.038237E+05, 7.159444E+05, 7.282151E+05, 7.406368E+05, 7.532103E+05, 7.659366E+05, 7.788165E+05, 7.918509E+05, 8.050406E+05, 8.183866E+05, 8.318897E+05, 8.455507E+05, 8.593704E+05, 8.733498E+05, 8.874895E+05, ]) # ---------------------- M = 2, I = 2 --------------------------- M = 2 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.344550E+00, 3.595709E+01, 7.157976E+01, 1.072048E+02, 1.428342E+02, 1.784919E+02, 2.142697E+02, 2.503579E+02, 2.870319E+02, 3.246141E+02, 3.634386E+02, 4.038283E+02, 4.460854E+02, 4.904894E+02, 5.372995E+02, 5.867589E+02, 6.390984E+02, 6.945407E+02, 7.533034E+02, 8.156015E+02, 8.816500E+02, 9.516650E+02, 1.025865E+03, 1.104474E+03, 1.187719E+03, 1.275832E+03, 1.369052E+03, 1.467626E+03, 1.571805E+03, 1.681848E+03, 1.798023E+03, 1.920605E+03, 2.049877E+03, 2.186128E+03, 2.329660E+03, 2.480780E+03, 2.639806E+03, 2.807062E+03, 2.982884E+03, 3.167617E+03, 3.361614E+03, 3.565239E+03, 3.778863E+03, 4.002871E+03, 4.237655E+03, 4.483619E+03, 4.741175E+03, 5.010747E+03, 5.292769E+03, 5.587687E+03, 5.895957E+03, 6.218045E+03, 6.554429E+03, 6.905599E+03, 7.272055E+03, 7.654309E+03, 8.052885E+03, 8.468319E+03, 8.901159E+03, 9.351963E+03, 9.821303E+03, 1.030976E+04, 1.081794E+04, 1.134645E+04, 1.189590E+04, 1.246693E+04, 1.306020E+04, 1.367635E+04, 1.431607E+04, 1.498004E+04, 1.566896E+04, 1.638355E+04, 1.712453E+04, 1.789264E+04, 1.868864E+04, 1.951329E+04, 2.036739E+04, 2.125172E+04, 2.216710E+04, 2.311436E+04, 2.409433E+04, 2.510787E+04, 2.615584E+04, 2.723914E+04, 2.835866E+04, 2.951531E+04, 3.071003E+04, 3.194376E+04, 3.321745E+04, 3.453208E+04, 3.588864E+04, 3.728814E+04, 3.873160E+04, 4.022005E+04, 4.175454E+04, 4.333615E+04, 4.496596E+04, 4.664506E+04, 4.837457E+04, 5.015563E+04, 5.198938E+04, 5.387698E+04, 5.581962E+04, 5.781850E+04, 5.987482E+04, 6.198981E+04, 6.416473E+04, 6.640083E+04, 6.869940E+04, 7.106172E+04, 7.348912E+04, 7.598292E+04, 7.854447E+04, 8.117512E+04, 8.387627E+04, 8.664930E+04, 8.949564E+04, 9.241670E+04, 9.541394E+04, 9.848883E+04, 1.016428E+05, 1.048775E+05, 1.081942E+05, 1.115947E+05, 1.150803E+05, 1.186528E+05, 1.223136E+05, 1.260644E+05, 1.299067E+05, 1.338423E+05, 1.378728E+05, 1.419997E+05, 1.462249E+05, 1.505501E+05, 1.549768E+05, 1.595069E+05, 1.641422E+05, 1.688843E+05, 1.737350E+05, 1.786963E+05, 1.837698E+05, 1.889574E+05, 1.942609E+05, 1.996823E+05, 2.052233E+05, 2.108859E+05, 2.166720E+05, 2.225835E+05, 2.286223E+05, 2.347904E+05, 2.410897E+05, 2.475223E+05, 2.540900E+05, 2.607950E+05, 2.676393E+05, 2.746248E+05, 2.817536E+05, 2.890278E+05, 2.964495E+05, 3.040207E+05, 3.117435E+05, 3.196200E+05, 3.276524E+05, 3.358427E+05, 3.441932E+05, 3.527060E+05, 3.613832E+05, 3.702270E+05, 3.792395E+05, 3.884231E+05, 3.977798E+05, 4.073119E+05, 4.170216E+05, 4.269111E+05, 4.369827E+05, 4.472386E+05, 4.576810E+05, 4.683123E+05, 4.791346E+05, 4.901502E+05, 5.013614E+05, 5.127705E+05, 5.243797E+05, 5.361914E+05, 5.482078E+05, 5.604312E+05, 5.728640E+05, 5.855084E+05, 5.983667E+05, 6.114413E+05, 6.247344E+05, 6.382484E+05, 6.519855E+05, 6.659481E+05, 6.801385E+05, 6.945590E+05, 7.092119E+05, 7.240996E+05, 7.392243E+05, 7.545883E+05, 7.701940E+05, 7.860436E+05, 8.021395E+05, 8.184840E+05, 8.350793E+05, 8.519277E+05, 8.690316E+05, 8.863932E+05, 9.040148E+05, 9.218986E+05, 9.400470E+05, 9.584622E+05, 9.771464E+05, 9.961019E+05, 1.015331E+06, 1.034836E+06, 1.054619E+06, 1.074682E+06, 1.095027E+06, 1.115657E+06, 1.136574E+06, 1.157780E+06, 1.179277E+06, 1.201067E+06, 1.223153E+06, 1.245537E+06, 1.268220E+06, 1.291205E+06, 1.314494E+06, 1.338089E+06, 1.361993E+06, 1.386206E+06, 1.410732E+06, 1.435573E+06, 1.460729E+06, 1.486204E+06, 1.512000E+06, 1.538118E+06, 1.564560E+06, 1.591328E+06, 1.618425E+06, 1.645852E+06, 1.673611E+06, 1.701705E+06, 1.730134E+06, 1.758901E+06, 1.788007E+06, 1.817455E+06, 1.847247E+06, 1.877383E+06, 1.907867E+06, ]) # ---------------------- M = 2, I = 3 --------------------------- M = 2 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.260550E+00, 3.809072E+01, 7.584727E+01, 1.136063E+02, 1.513692E+02, 1.891574E+02, 2.270552E+02, 2.652444E+02, 3.039959E+02, 3.436341E+02, 3.845016E+02, 4.269345E+02, 4.712510E+02, 5.177476E+02, 5.667010E+02, 6.183711E+02, 6.730046E+02, 7.308391E+02, 7.921059E+02, 8.570332E+02, 9.258477E+02, 9.987770E+02, 1.076051E+03, 1.157902E+03, 1.244567E+03, 1.336290E+03, 1.433318E+03, 1.535906E+03, 1.644315E+03, 1.758814E+03, 1.879680E+03, 2.007196E+03, 2.141654E+03, 2.283356E+03, 2.432611E+03, 2.589737E+03, 2.755060E+03, 2.928918E+03, 3.111655E+03, 3.303627E+03, 3.505199E+03, 3.716746E+03, 3.938651E+03, 4.171310E+03, 4.415128E+03, 4.670521E+03, 4.937913E+03, 5.217743E+03, 5.510457E+03, 5.816514E+03, 6.136385E+03, 6.470548E+03, 6.819498E+03, 7.183738E+03, 7.563783E+03, 7.960160E+03, 8.373410E+03, 8.804082E+03, 9.252740E+03, 9.719961E+03, 1.020633E+04, 1.071245E+04, 1.123894E+04, 1.178641E+04, 1.235551E+04, 1.294689E+04, 1.356122E+04, 1.419917E+04, 1.486143E+04, 1.554872E+04, 1.626173E+04, 1.700122E+04, 1.776792E+04, 1.856258E+04, 1.938600E+04, 2.023894E+04, 2.112221E+04, 2.203662E+04, 2.298300E+04, 2.396219E+04, 2.497505E+04, 2.602245E+04, 2.710526E+04, 2.822438E+04, 2.938072E+04, 3.057522E+04, 3.180880E+04, 3.308241E+04, 3.439702E+04, 3.575361E+04, 3.715316E+04, 3.859669E+04, 4.008520E+04, 4.161973E+04, 4.320132E+04, 4.483101E+04, 4.650988E+04, 4.823901E+04, 5.001948E+04, 5.185240E+04, 5.373887E+04, 5.568001E+04, 5.767697E+04, 5.973088E+04, 6.184289E+04, 6.401416E+04, 6.624588E+04, 6.853920E+04, 7.089533E+04, 7.331546E+04, 7.580078E+04, 7.835251E+04, 8.097186E+04, 8.366006E+04, 8.641834E+04, 8.924792E+04, 9.215004E+04, 9.512594E+04, 9.817687E+04, 1.013041E+05, 1.045088E+05, 1.077923E+05, 1.111559E+05, 1.146007E+05, 1.181281E+05, 1.217393E+05, 1.254356E+05, 1.292182E+05, 1.330883E+05, 1.370473E+05, 1.410964E+05, 1.452368E+05, 1.494697E+05, 1.537965E+05, 1.582183E+05, 1.627364E+05, 1.673520E+05, 1.720663E+05, 1.768805E+05, 1.817959E+05, 1.868137E+05, 1.919349E+05, 1.971610E+05, 2.024929E+05, 2.079318E+05, 2.134791E+05, 2.191356E+05, 2.249027E+05, 2.307815E+05, 2.367730E+05, 2.428784E+05, 2.490987E+05, 2.554351E+05, 2.618886E+05, 2.684603E+05, 2.751512E+05, 2.819624E+05, 2.888948E+05, 2.959496E+05, 3.031276E+05, 3.104298E+05, 3.178573E+05, 3.254109E+05, 3.330916E+05, 3.409004E+05, 3.488380E+05, 3.569055E+05, 3.651036E+05, 3.734333E+05, 3.818953E+05, 3.904905E+05, 3.992197E+05, 4.080837E+05, 4.170833E+05, 4.262192E+05, 4.354922E+05, ]) # ---------------------- M = 2, I = 4 --------------------------- M = 2 I = 4 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.325894E+01, 2.223057E+02, 4.426057E+02, 6.629202E+02, 8.832573E+02, 1.103737E+03, 1.324841E+03, 1.547611E+03, 1.773607E+03, 2.004700E+03, 2.242871E+03, 2.490065E+03, 2.748119E+03, 3.018750E+03, 3.303554E+03, 3.604030E+03, 3.921599E+03, 4.257630E+03, 4.613454E+03, 4.990381E+03, 5.389715E+03, 5.812764E+03, 6.260847E+03, 6.735300E+03, 7.237487E+03, 7.768800E+03, 8.330662E+03, 8.924535E+03, 9.551919E+03, 1.021436E+04, 1.091343E+04, 1.165077E+04, 1.242805E+04, 1.324700E+04, 1.410938E+04, 1.501703E+04, 1.597182E+04, 1.697567E+04, 1.803057E+04, 1.913855E+04, 2.030170E+04, 2.152217E+04, 2.280215E+04, 2.414392E+04, 2.554979E+04, 2.702215E+04, 2.856342E+04, 3.017611E+04, 3.186279E+04, 3.362608E+04, 3.546867E+04, 3.739332E+04, 3.940283E+04, 4.150010E+04, 4.368808E+04, 4.596979E+04, 4.834831E+04, 5.082679E+04, 5.340848E+04, 5.609665E+04, 5.889468E+04, 6.180600E+04, 6.483413E+04, 6.798265E+04, 7.125521E+04, 7.465556E+04, 7.818749E+04, 8.185488E+04, 8.566170E+04, 8.961199E+04, 9.370984E+04, 9.795946E+04, 1.023651E+05, 1.069311E+05, 1.116619E+05, 1.165621E+05, 1.216361E+05, 1.268886E+05, 1.323244E+05, 1.379484E+05, 1.437653E+05, 1.497802E+05, 1.559982E+05, 1.624244E+05, 1.690639E+05, 1.759222E+05, 1.830045E+05, 1.903164E+05, 1.978633E+05, 2.056509E+05, 2.136848E+05, 2.219708E+05, 2.305147E+05, 2.393225E+05, 2.484001E+05, 2.577535E+05, 2.673889E+05, 2.773125E+05, 2.875304E+05, 2.980491E+05, 3.088749E+05, 3.200142E+05, 3.314736E+05, 3.432596E+05, 3.553788E+05, 3.678379E+05, 3.806436E+05, 3.938026E+05, 4.073219E+05, 4.212082E+05, 4.354685E+05, 4.501096E+05, 4.651387E+05, 4.805627E+05, 4.963887E+05, 5.126236E+05, 5.292748E+05, 5.463492E+05, 5.638540E+05, 5.817965E+05, 6.001837E+05, 6.190230E+05, 6.383214E+05, 6.580863E+05, 6.783248E+05, 6.990442E+05, 7.202517E+05, 7.419545E+05, 7.641599E+05, 7.868749E+05, 8.101069E+05, 8.338629E+05, 8.581502E+05, 8.829758E+05, 9.083470E+05, 9.342706E+05, 9.607539E+05, 9.878038E+05, 1.015427E+06, 1.043631E+06, 1.072423E+06, 1.101809E+06, 1.131795E+06, 1.162390E+06, 1.193600E+06, 1.225430E+06, 1.257889E+06, 1.290982E+06, 1.324715E+06, 1.359096E+06, 1.394131E+06, 1.429826E+06, 1.466187E+06, 1.503220E+06, 1.540932E+06, 1.579328E+06, 1.618415E+06, 1.658198E+06, 1.698683E+06, 1.739876E+06, 1.781782E+06, 1.824407E+06, 1.867756E+06, 1.911835E+06, 1.956650E+06, 2.002204E+06, 2.048503E+06, 2.095553E+06, 2.143358E+06, 2.191923E+06, 2.241253E+06, 2.291353E+06, 2.342226E+06, 2.393878E+06, 2.446312E+06, 2.499534E+06, ]) # ---------------------- M = 2, I = 5 --------------------------- M = 2 I = 5 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 4.521080E+00, 7.618089E+01, 1.516935E+02, 2.272111E+02, 3.027382E+02, 3.783295E+02, 4.541900E+02, 5.307384E+02, 6.085758E+02, 6.884015E+02, 7.709370E+02, 8.568792E+02, 9.468802E+02, 1.041544E+03, 1.141433E+03, 1.247075E+03, 1.358972E+03, 1.477611E+03, 1.603466E+03, 1.737009E+03, 1.878710E+03, 2.029043E+03, 2.188489E+03, 2.357536E+03, 2.536684E+03, 2.726445E+03, 2.927343E+03, 3.139917E+03, 3.364724E+03, 3.602332E+03, 3.853330E+03, 4.118322E+03, 4.397931E+03, 4.692798E+03, 5.003582E+03, 5.330962E+03, 5.675636E+03, 6.038323E+03, 6.419760E+03, 6.820707E+03, 7.241943E+03, 7.684269E+03, 8.148509E+03, 8.635506E+03, 9.146128E+03, 9.681264E+03, 1.024183E+04, 1.082875E+04, 1.144299E+04, 1.208554E+04, 1.275739E+04, 1.345959E+04, 1.419317E+04, 1.495924E+04, 1.575889E+04, 1.659324E+04, 1.746347E+04, 1.837075E+04, 1.931629E+04, 2.030133E+04, 2.132713E+04, 2.239497E+04, 2.350618E+04, 2.466211E+04, 2.586412E+04, 2.711361E+04, 2.841201E+04, 2.976079E+04, 3.116142E+04, 3.261543E+04, 3.412435E+04, 3.568975E+04, 3.731326E+04, 3.899648E+04, 4.074109E+04, 4.254878E+04, 4.442127E+04, 4.636031E+04, 4.836769E+04, 5.044520E+04, 5.259471E+04, 5.481807E+04, 5.711720E+04, 5.949401E+04, 6.195048E+04, 6.448859E+04, 6.711037E+04, 6.981786E+04, 7.261315E+04, 7.549834E+04, 7.847557E+04, 8.154701E+04, 8.471484E+04, 8.798130E+04, 9.134862E+04, 9.481909E+04, 9.839500E+04, 1.020787E+05, 1.058725E+05, 1.097788E+05, 1.138000E+05, 1.179385E+05, 1.221969E+05, 1.265774E+05, 1.310827E+05, 1.357152E+05, 1.404776E+05, 1.453722E+05, 1.504017E+05, 1.555688E+05, 1.608759E+05, 1.663257E+05, 1.719208E+05, 1.776640E+05, 1.835577E+05, 1.896048E+05, 1.958079E+05, 2.021696E+05, 2.086927E+05, 2.153799E+05, 2.222339E+05, 2.292574E+05, 2.364532E+05, 2.438239E+05, 2.513722E+05, 2.591010E+05, 2.670130E+05, 2.751108E+05, 2.833972E+05, 2.918749E+05, 3.005467E+05, 3.094152E+05, 3.184831E+05, 3.277532E+05, 3.372281E+05, 3.469105E+05, 3.568031E+05, 3.669086E+05, 3.772295E+05, 3.877685E+05, 3.985282E+05, 4.095113E+05, 4.207202E+05, 4.321576E+05, 4.438260E+05, 4.557279E+05, 4.678659E+05, 4.802424E+05, 4.928599E+05, 5.057207E+05, 5.188275E+05, 5.321824E+05, 5.457879E+05, 5.596464E+05, 5.737601E+05, 5.881313E+05, 6.027624E+05, 6.176554E+05, 6.328126E+05, 6.482363E+05, 6.639284E+05, 6.798912E+05, 6.961267E+05, 7.126369E+05, 7.294239E+05, 7.464896E+05, 7.638361E+05, 7.814651E+05, 7.993786E+05, 8.175784E+05, 8.360663E+05, 8.548442E+05, 8.739137E+05, 8.932765E+05, 9.129343E+05, 9.328888E+05, ]) # ---------------------- M = 2, I = 6 --------------------------- M = 2 I = 6 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.651606E+01, 4.445925E+02, 8.851739E+02, 1.325785E+03, 1.766449E+03, 2.207477E+03, 2.650035E+03, 3.096522E+03, 3.550398E+03, 4.015699E+03, 4.496597E+03, 4.997122E+03, 5.521046E+03, 6.071862E+03, 6.652812E+03, 7.266940E+03, 7.917143E+03, 8.606215E+03, 9.336891E+03, 1.011188E+04, 1.093387E+04, 1.180560E+04, 1.272982E+04, 1.370933E+04, 1.474700E+04, 1.584577E+04, 1.700865E+04, 1.823873E+04, 1.953919E+04, 2.091330E+04, 2.236443E+04, 2.389604E+04, 2.551171E+04, 2.721511E+04, 2.901001E+04, 3.090030E+04, 3.288998E+04, 3.498317E+04, 3.718410E+04, 3.949710E+04, 4.192665E+04, 4.447733E+04, 4.715386E+04, 4.996106E+04, 5.290390E+04, 5.598748E+04, 5.921700E+04, 6.259783E+04, 6.613544E+04, 6.983547E+04, 7.370367E+04, 7.774594E+04, 8.196832E+04, 8.637699E+04, 9.097828E+04, 9.577865E+04, 1.007847E+05, 1.060033E+05, 1.114413E+05, 1.171057E+05, 1.230038E+05, 1.291430E+05, 1.355307E+05, 1.421748E+05, 1.490831E+05, 1.562635E+05, 1.637242E+05, 1.714737E+05, 1.795203E+05, 1.878728E+05, 1.965400E+05, 2.055309E+05, 2.148547E+05, 2.245208E+05, 2.345385E+05, 2.449177E+05, 2.556682E+05, 2.668000E+05, 2.783233E+05, 2.902486E+05, 3.025862E+05, 3.153471E+05, 3.285420E+05, 3.421821E+05, 3.562785E+05, 3.708427E+05, 3.858862E+05, 4.014209E+05, 4.174586E+05, 4.340114E+05, 4.510916E+05, 4.687115E+05, 4.868838E+05, 5.056212E+05, 5.249365E+05, 5.448429E+05, 5.653535E+05, 5.864817E+05, 6.082409E+05, 6.306448E+05, 6.537072E+05, 6.774420E+05, 7.018632E+05, 7.269850E+05, 7.528217E+05, 7.793877E+05, 8.066975E+05, 8.347658E+05, 8.636073E+05, 8.932368E+05, 9.236693E+05, 9.549198E+05, 9.870035E+05, 1.019935E+06, 1.053731E+06, 1.088405E+06, 1.123974E+06, 1.160452E+06, 1.197856E+06, 1.236200E+06, 1.275501E+06, 1.315774E+06, 1.357034E+06, 1.399297E+06, 1.442580E+06, 1.486897E+06, 1.532264E+06, 1.578697E+06, 1.626211E+06, 1.674823E+06, 1.724548E+06, 1.775400E+06, 1.827397E+06, 1.880553E+06, 1.934884E+06, 1.990405E+06, 2.047132E+06, 2.105079E+06, 2.164262E+06, 2.224697E+06, 2.286397E+06, 2.349379E+06, 2.413656E+06, 2.479244E+06, 2.546157E+06, 2.614410E+06, 2.684016E+06, 2.754992E+06, 2.827349E+06, 2.901104E+06, 2.976268E+06, 3.052857E+06, 3.130883E+06, 3.210361E+06, 3.291303E+06, 3.373723E+06, 3.457633E+06, 3.543047E+06, 3.629976E+06, 3.718434E+06, 3.808433E+06, 3.899985E+06, 3.993102E+06, 4.087795E+06, 4.184076E+06, 4.281956E+06, 4.381448E+06, 4.482561E+06, 4.585306E+06, 4.689695E+06, 4.795737E+06, 4.903442E+06, 5.012821E+06, 5.123884E+06, 5.236639E+06, 5.351097E+06, ]) # ---------------------- M = 2, I = 7 --------------------------- M = 2 I = 7 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.250890E+00, 2.020899E+01, 4.025104E+01, 6.029436E+01, 8.033986E+01, 1.003996E+02, 1.205209E+02, 1.408040E+02, 1.613971E+02, 1.824767E+02, 2.042283E+02, 2.268340E+02, 2.504658E+02, 2.752848E+02, 3.014409E+02, 3.290757E+02, 3.583237E+02, 3.893145E+02, 4.221748E+02, 4.570293E+02, 4.940023E+02, 5.332187E+02, 5.748044E+02, 6.188873E+02, 6.655979E+02, 7.150694E+02, 7.674382E+02, 8.228445E+02, 8.814321E+02, 9.433489E+02, 1.008747E+03, 1.077783E+03, 1.150618E+03, 1.227417E+03, 1.308352E+03, 1.393596E+03, 1.483332E+03, 1.577744E+03, 1.677024E+03, 1.781366E+03, 1.890973E+03, 2.006051E+03, 2.126813E+03, 2.253477E+03, 2.386266E+03, 2.525410E+03, 2.671145E+03, 2.823711E+03, 2.983356E+03, 3.150333E+03, 3.324902E+03, 3.507329E+03, 3.697886E+03, 3.896851E+03, 4.104509E+03, 4.321152E+03, 4.547077E+03, 4.782590E+03, 5.028001E+03, 5.283630E+03, 5.549800E+03, 5.826843E+03, 6.115099E+03, 6.414913E+03, 6.726639E+03, 7.050636E+03, 7.387272E+03, 7.736920E+03, 8.099964E+03, 8.476792E+03, 8.867801E+03, 9.273394E+03, 9.693984E+03, 1.012999E+04, 1.058184E+04, 1.104996E+04, 1.153481E+04, 1.203682E+04, 1.255646E+04, 1.309419E+04, 1.365049E+04, 1.422584E+04, 1.482072E+04, 1.543563E+04, 1.607109E+04, 1.672760E+04, 1.740569E+04, 1.810588E+04, 1.882871E+04, 1.957473E+04, 2.034450E+04, 2.113858E+04, 2.195754E+04, 2.280195E+04, 2.367242E+04, 2.456953E+04, 2.549389E+04, 2.644612E+04, 2.742683E+04, 2.843666E+04, 2.947625E+04, 3.054624E+04, 3.164730E+04, 3.278009E+04, 3.394529E+04, 3.514357E+04, 3.637564E+04, 3.764218E+04, 3.894392E+04, 4.028157E+04, 4.165585E+04, 4.306751E+04, 4.451729E+04, 4.600595E+04, 4.753424E+04, 4.910294E+04, 5.071284E+04, 5.236471E+04, 5.405937E+04, 5.579761E+04, 5.758027E+04, 5.940815E+04, 6.128210E+04, 6.320296E+04, 6.517158E+04, 6.718883E+04, 6.925557E+04, 7.137269E+04, 7.354107E+04, 7.576161E+04, 7.803522E+04, 8.036280E+04, 8.274529E+04, 8.518362E+04, 8.767872E+04, 9.023154E+04, 9.284305E+04, 9.551420E+04, 9.824598E+04, 1.010394E+05, 1.038953E+05, 1.068149E+05, 1.097991E+05, 1.128489E+05, 1.159653E+05, 1.191494E+05, 1.224023E+05, 1.257249E+05, 1.291182E+05, 1.325835E+05, 1.361217E+05, 1.397340E+05, 1.434213E+05, 1.471849E+05, 1.510257E+05, 1.549449E+05, 1.589437E+05, 1.630231E+05, 1.671842E+05, 1.714282E+05, 1.757562E+05, 1.801694E+05, 1.846689E+05, 1.892559E+05, 1.939315E+05, 1.986969E+05, 2.035533E+05, 2.085017E+05, 2.135436E+05, 2.186799E+05, 2.239119E+05, 2.292408E+05, 2.346678E+05, 2.401941E+05, 2.458208E+05, 2.515493E+05, 2.573807E+05, 2.633163E+05, 2.693572E+05, 2.755047E+05, 2.817600E+05, 2.881243E+05, 2.945989E+05, 3.011850E+05, 3.078838E+05, 3.146966E+05, 3.216246E+05, 3.286691E+05, 3.358312E+05, 3.431123E+05, 3.505135E+05, 3.580362E+05, 3.656815E+05, 3.734508E+05, 3.813451E+05, 3.893659E+05, 3.975143E+05, 4.057916E+05, 4.141989E+05, 4.227377E+05, 4.314090E+05, 4.402142E+05, 4.491544E+05, 4.582309E+05, 4.674450E+05, 4.767978E+05, 4.862906E+05, 4.959246E+05, 5.057011E+05, 5.156212E+05, 5.256861E+05, 5.358972E+05, 5.462555E+05, 5.567623E+05, 5.674188E+05, 5.782262E+05, 5.891856E+05, 6.002984E+05, 6.115655E+05, 6.229883E+05, 6.345679E+05, 6.463054E+05, 6.582021E+05, 6.702590E+05, 6.824774E+05, 6.948584E+05, 7.074030E+05, 7.201125E+05, 7.329880E+05, 7.460305E+05, 7.592412E+05, 7.726213E+05, 7.861717E+05, 7.998937E+05, 8.137882E+05, 8.278563E+05, 8.420992E+05, 8.565179E+05, 8.711134E+05, 8.858868E+05, 9.008391E+05, 9.159714E+05, 9.312846E+05, 9.467798E+05, 9.624580E+05, 9.783202E+05, 9.943673E+05, 1.010600E+06, 1.027020E+06, 1.043628E+06, 1.060425E+06, ]) # ---------------------- M = 2, I = 8 --------------------------- M = 2 I = 8 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.391189E+01, 2.356850E+02, 4.693664E+02, 7.030628E+02, 9.367842E+02, 1.170667E+03, 1.405248E+03, 1.641677E+03, 1.881655E+03, 2.127217E+03, 2.380506E+03, 2.643624E+03, 2.918557E+03, 3.207165E+03, 3.511177E+03, 3.832224E+03, 4.171854E+03, 4.531559E+03, 4.912793E+03, 5.316991E+03, 5.745580E+03, 6.199992E+03, 6.681674E+03, 7.192093E+03, 7.732745E+03, 8.305157E+03, 8.910895E+03, 9.551564E+03, 1.022881E+04, 1.094434E+04, 1.169988E+04, 1.249723E+04, 1.333824E+04, 1.422480E+04, 1.515886E+04, 1.614244E+04, 1.717760E+04, 1.826646E+04, 1.941121E+04, 2.061408E+04, 2.187739E+04, 2.320350E+04, 2.459484E+04, 2.605391E+04, 2.758326E+04, 2.918551E+04, 3.086338E+04, 3.261960E+04, 3.445702E+04, 3.637852E+04, 3.838709E+04, 4.048575E+04, 4.267762E+04, 4.496589E+04, 4.735382E+04, 4.984473E+04, 5.244204E+04, 5.514923E+04, 5.796986E+04, 6.090757E+04, 6.396608E+04, 6.714918E+04, 7.046075E+04, 7.390475E+04, 7.748521E+04, 8.120625E+04, 8.507207E+04, 8.908696E+04, 9.325528E+04, 9.758148E+04, 1.020701E+05, 1.067258E+05, 1.115532E+05, 1.165571E+05, 1.217425E+05, 1.271142E+05, 1.326774E+05, 1.384371E+05, 1.443986E+05, 1.505672E+05, 1.569483E+05, 1.635474E+05, 1.703700E+05, 1.774218E+05, 1.847086E+05, 1.922361E+05, 2.000103E+05, 2.080372E+05, 2.163229E+05, 2.248735E+05, 2.336952E+05, 2.427945E+05, 2.521776E+05, 2.618512E+05, 2.718217E+05, 2.820959E+05, 2.926803E+05, 3.035819E+05, 3.148074E+05, 3.263639E+05, 3.382582E+05, 3.504976E+05, 3.630890E+05, 3.760398E+05, 3.893571E+05, 4.030483E+05, 4.171208E+05, 4.315819E+05, 4.464392E+05, 4.617002E+05, 4.773724E+05, 4.934635E+05, 5.099811E+05, 5.269329E+05, 5.443266E+05, 5.621700E+05, 5.804710E+05, 5.992372E+05, 6.184765E+05, 6.381968E+05, 6.584059E+05, 6.791119E+05, 7.003224E+05, 7.220455E+05, 7.442890E+05, 7.670610E+05, 7.903691E+05, 8.142215E+05, 8.386259E+05, 8.635903E+05, 8.891225E+05, 9.152303E+05, 9.419216E+05, 9.692043E+05, 9.970860E+05, 1.025575E+06, 1.054678E+06, 1.084403E+06, 1.114758E+06, 1.145751E+06, 1.177388E+06, 1.209678E+06, 1.242628E+06, 1.276246E+06, 1.310538E+06, 1.345512E+06, 1.381175E+06, 1.417535E+06, 1.454598E+06, 1.492372E+06, 1.530863E+06, 1.570079E+06, 1.610026E+06, 1.650710E+06, 1.692140E+06, 1.734320E+06, 1.777258E+06, 1.820960E+06, 1.865433E+06, 1.910682E+06, 1.956714E+06, 2.003535E+06, 2.051150E+06, 2.099566E+06, 2.148789E+06, 2.198824E+06, 2.249676E+06, 2.301352E+06, 2.353856E+06, 2.407194E+06, 2.461371E+06, 2.516392E+06, 2.572262E+06, 2.628986E+06, 2.686569E+06, 2.745015E+06, ]) # ---------------------- M = 2, I = 9 --------------------------- M = 2 I = 9 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 4.124397E+01, 6.874652E+02, 1.368916E+03, 2.050410E+03, 2.731976E+03, 3.413998E+03, 4.098007E+03, 4.787289E+03, 5.486743E+03, 6.202233E+03, 6.939947E+03, 7.705959E+03, 8.506016E+03, 9.345477E+03, 1.022934E+04, 1.116230E+04, 1.214882E+04, 1.319320E+04, 1.429960E+04, 1.547216E+04, 1.671497E+04, 1.803216E+04, 1.942786E+04, 2.090629E+04, 2.247174E+04, 2.412860E+04, 2.588134E+04, 2.773459E+04, 2.969305E+04, 3.176160E+04, 3.394522E+04, 3.624906E+04, 3.867840E+04, 4.123867E+04, 4.393547E+04, 4.677456E+04, 4.976184E+04, 5.290340E+04, 5.620549E+04, 5.967453E+04, 6.331712E+04, 6.714003E+04, 7.115023E+04, 7.535485E+04, 7.976121E+04, 8.437683E+04, 8.920942E+04, 9.426687E+04, 9.955728E+04, 1.050889E+05, 1.108703E+05, 1.169102E+05, 1.232174E+05, 1.298010E+05, 1.366705E+05, 1.438352E+05, 1.513051E+05, 1.590899E+05, 1.672000E+05, 1.756458E+05, 1.844378E+05, 1.935870E+05, 2.031044E+05, 2.130014E+05, 2.232894E+05, 2.339804E+05, 2.450863E+05, 2.566195E+05, 2.685923E+05, 2.810176E+05, 2.939083E+05, 3.072777E+05, 3.211394E+05, 3.355069E+05, 3.503944E+05, 3.658161E+05, 3.817865E+05, 3.983203E+05, 4.154326E+05, 4.331386E+05, 4.514539E+05, 4.703944E+05, 4.899760E+05, 5.102151E+05, 5.311284E+05, 5.527328E+05, 5.750453E+05, 5.980834E+05, 6.218648E+05, 6.464075E+05, 6.717298E+05, 6.978501E+05, 7.247874E+05, 7.525606E+05, 7.811893E+05, 8.106929E+05, 8.410916E+05, 8.724056E+05, 9.046553E+05, 9.378615E+05, 9.720455E+05, 1.007229E+06, 1.043432E+06, 1.080679E+06, 1.118991E+06, 1.158390E+06, 1.198899E+06, 1.240543E+06, 1.283343E+06, 1.327324E+06, 1.372511E+06, 1.418926E+06, 1.466595E+06, 1.515544E+06, 1.565796E+06, 1.617378E+06, 1.670316E+06, 1.724635E+06, 1.780363E+06, 1.837526E+06, 1.896150E+06, 1.956265E+06, 2.017896E+06, 2.081072E+06, 2.145822E+06, 2.212173E+06, 2.280156E+06, 2.349798E+06, 2.421130E+06, 2.494182E+06, 2.568982E+06, 2.645562E+06, 2.723953E+06, 2.804185E+06, 2.886290E+06, 2.970298E+06, 3.056243E+06, 3.144156E+06, 3.234069E+06, 3.326015E+06, 3.420028E+06, 3.516140E+06, 3.614384E+06, 3.714796E+06, 3.817408E+06, 3.922256E+06, 4.029373E+06, 4.138795E+06, 4.250556E+06, 4.364693E+06, 4.481240E+06, 4.600234E+06, 4.721710E+06, 4.845706E+06, 4.972258E+06, 5.101402E+06, 5.233175E+06, 5.367616E+06, 5.504761E+06, 5.644648E+06, 5.787315E+06, 5.932800E+06, 6.081142E+06, 6.232379E+06, 6.386550E+06, 6.543694E+06, 6.703849E+06, 6.867056E+06, 7.033353E+06, 7.202781E+06, 7.375378E+06, 7.551186E+06, 7.730243E+06, 7.912590E+06, 8.098268E+06, 8.287317E+06, 8.479777E+06, 8.675690E+06, 8.875095E+06, 9.078035E+06, 9.284549E+06, 9.494679E+06, 9.708467E+06, 9.925953E+06, 1.014718E+07, 1.037219E+07, 1.060102E+07, 1.083371E+07, 1.107031E+07, 1.131086E+07, 1.155539E+07, 1.180396E+07, 1.205660E+07, 1.231335E+07, 1.257426E+07, 1.283936E+07, 1.310870E+07, 1.338233E+07, 1.366027E+07, 1.394258E+07, 1.422929E+07, 1.452045E+07, 1.481610E+07, 1.511628E+07, 1.542103E+07, 1.573039E+07, 1.604440E+07, 1.636310E+07, 1.668655E+07, 1.701476E+07, 1.734779E+07, 1.768569E+07, 1.802847E+07, 1.837620E+07, 1.872890E+07, 1.908663E+07, 1.944941E+07, 1.981729E+07, 2.019030E+07, 2.056850E+07, 2.095191E+07, 2.134058E+07, 2.173454E+07, 2.213383E+07, 2.253850E+07, 2.294858E+07, 2.336411E+07, 2.378512E+07, 2.421166E+07, 2.464377E+07, 2.508147E+07, 2.552481E+07, 2.597382E+07, 2.642854E+07, 2.688901E+07, 2.735527E+07, 2.782734E+07, 2.830527E+07, 2.878909E+07, 2.927883E+07, 2.977453E+07, 3.027623E+07, 3.078396E+07, 3.129774E+07, 3.181763E+07, 3.234365E+07, 3.287583E+07, 3.341421E+07, 3.395881E+07, 3.450968E+07, 3.506684E+07, ]) # ---------------------- M = 2, I = 10 --------------------------- M = 2 I = 10 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.501700E+00, 4.041606E+01, 8.049824E+01, 1.205830E+02, 1.606730E+02, 2.007995E+02, 2.410771E+02, 2.817371E+02, 3.231082E+02, 3.655703E+02, 4.095143E+02, 4.553170E+02, 5.033312E+02, 5.538845E+02, 6.072820E+02, 6.638110E+02, 7.237459E+02, 7.873522E+02, 8.548902E+02, 9.266178E+02, 1.002793E+03, 1.083677E+03, 1.169533E+03, 1.260630E+03, 1.357243E+03, 1.459653E+03, 1.568150E+03, 1.683030E+03, 1.804598E+03, 1.933171E+03, 2.069070E+03, 2.212630E+03, 2.364195E+03, 2.524117E+03, 2.692761E+03, 2.870501E+03, 3.057723E+03, 3.254823E+03, 3.462209E+03, 3.680301E+03, 3.909530E+03, 4.150338E+03, 4.403179E+03, 4.668522E+03, 4.946845E+03, 5.238639E+03, 5.544410E+03, 5.864675E+03, 6.199964E+03, 6.550821E+03, 6.917802E+03, 7.301478E+03, 7.702433E+03, 8.121265E+03, 8.558585E+03, 9.015020E+03, 9.491209E+03, 9.987807E+03, 1.050548E+04, 1.104492E+04, 1.160682E+04, 1.219189E+04, 1.280087E+04, 1.343449E+04, 1.409352E+04, 1.477873E+04, 1.549091E+04, 1.623087E+04, 1.699943E+04, 1.779742E+04, 1.862571E+04, 1.948515E+04, 2.037665E+04, 2.130110E+04, 2.225942E+04, 2.325254E+04, 2.428143E+04, 2.534705E+04, 2.645038E+04, 2.759244E+04, 2.877424E+04, 2.999682E+04, 3.126123E+04, 3.256856E+04, 3.391989E+04, 3.531632E+04, 3.675900E+04, 3.824905E+04, 3.978765E+04, 4.137597E+04, 4.301520E+04, 4.470658E+04, 4.645132E+04, 4.825069E+04, 5.010596E+04, 5.201841E+04, 5.398935E+04, 5.602011E+04, 5.811204E+04, 6.026650E+04, 6.248487E+04, 6.476855E+04, 6.711897E+04, 6.953757E+04, 7.202580E+04, 7.458515E+04, 7.721711E+04, 7.992319E+04, 8.270494E+04, 8.556390E+04, 8.850166E+04, 9.151980E+04, 9.461994E+04, 9.780372E+04, 1.010728E+05, 1.044288E+05, 1.078734E+05, 1.114085E+05, 1.150356E+05, 1.187565E+05, 1.225730E+05, 1.264870E+05, 1.305001E+05, 1.346143E+05, 1.388313E+05, 1.431531E+05, 1.475815E+05, 1.521185E+05, 1.567659E+05, 1.615257E+05, 1.663998E+05, 1.713903E+05, 1.764992E+05, 1.817284E+05, 1.870800E+05, 1.925560E+05, 1.981586E+05, 2.038898E+05, 2.097518E+05, 2.157466E+05, 2.218764E+05, 2.281434E+05, 2.345498E+05, 2.410978E+05, 2.477895E+05, 2.546272E+05, 2.616132E+05, 2.687498E+05, 2.760392E+05, 2.834837E+05, 2.910857E+05, 2.988474E+05, 3.067713E+05, 3.148597E+05, 3.231150E+05, 3.315396E+05, 3.401358E+05, 3.489062E+05, 3.578531E+05, 3.669790E+05, 3.762864E+05, 3.857777E+05, 3.954555E+05, 4.053222E+05, 4.153804E+05, 4.256326E+05, 4.360813E+05, 4.467291E+05, 4.575786E+05, 4.686322E+05, 4.798927E+05, 4.913626E+05, 5.030444E+05, 5.149409E+05, 5.270546E+05, 5.393881E+05, 5.519441E+05, 5.647252E+05, 5.777342E+05, 5.909735E+05, 6.044459E+05, 6.181541E+05, 6.321007E+05, 6.462885E+05, 6.607200E+05, 6.753979E+05, 6.903251E+05, 7.055041E+05, 7.209376E+05, 7.366284E+05, 7.525791E+05, 7.687924E+05, 7.852711E+05, 8.020178E+05, 8.190353E+05, 8.363262E+05, 8.538932E+05, 8.717391E+05, 8.898665E+05, 9.082781E+05, 9.269767E+05, 9.459648E+05, 9.652453E+05, 9.848207E+05, 1.004694E+06, 1.024867E+06, 1.045343E+06, 1.066125E+06, 1.087216E+06, 1.108617E+06, 1.130332E+06, 1.152363E+06, 1.174712E+06, 1.197384E+06, 1.220379E+06, 1.243701E+06, 1.267352E+06, 1.291335E+06, 1.315653E+06, 1.340307E+06, 1.365301E+06, 1.390637E+06, 1.416318E+06, 1.442345E+06, 1.468723E+06, 1.495452E+06, 1.522536E+06, 1.549977E+06, 1.577777E+06, 1.605939E+06, 1.634466E+06, 1.663359E+06, 1.692621E+06, 1.722255E+06, 1.752263E+06, 1.782647E+06, 1.813409E+06, 1.844552E+06, 1.876079E+06, 1.907990E+06, 1.940290E+06, 1.972979E+06, 2.006060E+06, 2.039536E+06, 2.073408E+06, 2.107678E+06, 2.142350E+06, 2.177424E+06, 2.212904E+06, 2.248791E+06, 2.285086E+06, ]) # --------------- CO2 838: M = 2, I = 0 ALIAS----------------- TIPS_2017_ISOT_HASH[(M,0)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,0)] = TIPS_2017_ISOQ_HASH[(M,I)] # ---------------------- M = 2, I = 11 --------------------------- M = 2 I = 11 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.782335E+01, 4.713557E+02, 9.387029E+02, 1.406080E+03, 1.873518E+03, 2.341368E+03, 2.810932E+03, 3.284859E+03, 3.766925E+03, 4.261513E+03, 4.773136E+03, 5.306147E+03, 5.864623E+03, 6.452344E+03, 7.072828E+03, 7.729387E+03, 8.425175E+03, 9.163245E+03, 9.946589E+03, 1.077817E+04, 1.166095E+04, 1.259791E+04, 1.359209E+04, 1.464656E+04, 1.576448E+04, 1.694906E+04, 1.820363E+04, 1.953159E+04, 2.093643E+04, 2.242176E+04, 2.399128E+04, 2.564882E+04, 2.739831E+04, 2.924378E+04, 3.118942E+04, 3.323950E+04, 3.539843E+04, 3.767076E+04, 4.006115E+04, 4.257440E+04, 4.521543E+04, 4.798931E+04, 5.090124E+04, 5.395655E+04, 5.716074E+04, 6.051942E+04, 6.403836E+04, 6.772347E+04, 7.158083E+04, 7.561663E+04, 7.983725E+04, 8.424921E+04, 8.885918E+04, 9.367400E+04, 9.870066E+04, 1.039463E+05, 1.094183E+05, 1.151240E+05, 1.210712E+05, 1.272677E+05, 1.337214E+05, 1.404405E+05, 1.474333E+05, 1.547084E+05, 1.622744E+05, 1.701402E+05, 1.783147E+05, 1.868073E+05, 1.956274E+05, 2.047844E+05, 2.142882E+05, 2.241486E+05, 2.343760E+05, 2.449804E+05, 2.559725E+05, 2.673630E+05, 2.791627E+05, 2.913827E+05, 3.040342E+05, 3.171288E+05, 3.306779E+05, 3.446935E+05, 3.591876E+05, 3.741723E+05, 3.896601E+05, 4.056634E+05, 4.221951E+05, 4.392682E+05, 4.568957E+05, 4.750909E+05, 4.938673E+05, 5.132387E+05, 5.332187E+05, 5.538215E+05, 5.750612E+05, 5.969522E+05, 6.195090E+05, 6.427462E+05, 6.666788E+05, 6.913216E+05, 7.166898E+05, 7.427988E+05, 7.696639E+05, 7.973007E+05, 8.257250E+05, 8.549525E+05, 8.849992E+05, 9.158811E+05, 9.476145E+05, 9.802157E+05, 1.013701E+06, 1.048087E+06, 1.083390E+06, 1.119627E+06, 1.156815E+06, 1.194970E+06, 1.234110E+06, 1.274250E+06, 1.315409E+06, 1.357604E+06, 1.400851E+06, 1.445167E+06, 1.490570E+06, 1.537077E+06, 1.584704E+06, 1.633470E+06, 1.683392E+06, 1.734485E+06, 1.786769E+06, 1.840259E+06, 1.894973E+06, 1.950928E+06, 2.008141E+06, 2.066630E+06, 2.126410E+06, 2.187498E+06, 2.249913E+06, 2.313669E+06, 2.378785E+06, 2.445276E+06, 2.513159E+06, 2.582450E+06, 2.653165E+06, 2.725322E+06, 2.798935E+06, 2.874020E+06, 2.950594E+06, 3.028672E+06, 3.108269E+06, 3.189401E+06, 3.272083E+06, 3.356330E+06, 3.442157E+06, 3.529579E+06, 3.618610E+06, 3.709264E+06, 3.801557E+06, 3.895501E+06, 3.991111E+06, 4.088400E+06, 4.187382E+06, 4.288070E+06, 4.390478E+06, 4.494617E+06, 4.600501E+06, 4.708142E+06, 4.817553E+06, 4.928745E+06, 5.041730E+06, 5.156520E+06, 5.273126E+06, 5.391560E+06, 5.511832E+06, 5.633953E+06, 5.757934E+06, 5.883784E+06, ]) # ---------------------- M = 2, I = 12 --------------------------- M = 2 I = 12 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 8.248682E+01, 1.374885E+03, 2.737741E+03, 4.100686E+03, 5.463802E+03, 6.828082E+03, 8.197234E+03, 9.578835E+03, 1.098375E+04, 1.242462E+04, 1.391448E+04, 1.546591E+04, 1.709070E+04, 1.879977E+04, 2.060326E+04, 2.251071E+04, 2.453122E+04, 2.667355E+04, 2.894631E+04, 3.135799E+04, 3.391712E+04, 3.663224E+04, 3.951206E+04, 4.256541E+04, 4.580131E+04, 4.922903E+04, 5.285804E+04, 5.669811E+04, 6.075926E+04, 6.505180E+04, 6.958637E+04, 7.437390E+04, 7.942564E+04, 8.475318E+04, 9.036846E+04, 9.628373E+04, 1.025116E+05, 1.090652E+05, 1.159576E+05, 1.232028E+05, 1.308148E+05, 1.388081E+05, 1.471975E+05, 1.559983E+05, 1.652263E+05, 1.748975E+05, 1.850284E+05, 1.956358E+05, 2.067372E+05, 2.183504E+05, 2.304934E+05, 2.431851E+05, 2.564443E+05, 2.702908E+05, 2.847445E+05, 2.998258E+05, 3.155556E+05, 3.319555E+05, 3.490472E+05, 3.668531E+05, 3.853960E+05, 4.046992E+05, 4.247867E+05, 4.456827E+05, 4.674120E+05, 4.900000E+05, 5.134725E+05, 5.378560E+05, 5.631772E+05, 5.894637E+05, 6.167433E+05, 6.450447E+05, 6.743967E+05, 7.048290E+05, 7.363717E+05, 7.690554E+05, 8.029115E+05, 8.379716E+05, 8.742681E+05, 9.118340E+05, 9.507027E+05, 9.909083E+05, 1.032485E+06, 1.075469E+06, 1.119896E+06, 1.165801E+06, 1.213222E+06, 1.262197E+06, 1.312763E+06, 1.364960E+06, 1.418826E+06, 1.474402E+06, 1.531729E+06, 1.590847E+06, 1.651799E+06, 1.714626E+06, 1.779372E+06, 1.846081E+06, 1.914797E+06, 1.985564E+06, 2.058429E+06, 2.133437E+06, 2.210636E+06, 2.290073E+06, 2.371795E+06, 2.455852E+06, 2.542294E+06, 2.631169E+06, 2.722529E+06, 2.816425E+06, 2.912910E+06, 3.012035E+06, 3.113855E+06, 3.218422E+06, 3.325792E+06, 3.436020E+06, 3.549161E+06, 3.665273E+06, 3.784412E+06, 3.906637E+06, 4.032006E+06, 4.160578E+06, 4.292413E+06, 4.427572E+06, 4.566115E+06, 4.708105E+06, 4.853604E+06, 5.002674E+06, 5.155381E+06, 5.311788E+06, 5.471961E+06, 5.635964E+06, 5.803865E+06, 5.975731E+06, 6.151628E+06, 6.331626E+06, 6.515793E+06, 6.704199E+06, 6.896914E+06, 7.094009E+06, 7.295554E+06, 7.501623E+06, 7.712287E+06, 7.927620E+06, 8.147695E+06, 8.372588E+06, 8.602372E+06, 8.837123E+06, 9.076918E+06, 9.321833E+06, 9.571945E+06, 9.827332E+06, 1.008807E+07, 1.035424E+07, 1.062593E+07, 1.090320E+07, 1.118615E+07, 1.147484E+07, 1.176937E+07, 1.206982E+07, 1.237626E+07, 1.268879E+07, 1.300747E+07, 1.333241E+07, 1.366367E+07, 1.400135E+07, 1.434553E+07, 1.469629E+07, 1.505372E+07, 1.541791E+07, 1.578894E+07, 1.616690E+07, 1.655188E+07, 1.694395E+07, 1.734322E+07, 1.774977E+07, 1.816368E+07, 1.858505E+07, 1.901396E+07, 1.945050E+07, 1.989476E+07, 2.034683E+07, 2.080679E+07, 2.127475E+07, 2.175079E+07, 2.223499E+07, 2.272745E+07, 2.322825E+07, 2.373750E+07, 2.425527E+07, 2.478166E+07, 2.531676E+07, 2.586066E+07, 2.641344E+07, 2.697521E+07, 2.754605E+07, 2.812604E+07, 2.871529E+07, 2.931387E+07, 2.992189E+07, 3.053943E+07, 3.116658E+07, 3.180343E+07, 3.245007E+07, 3.310659E+07, 3.377308E+07, 3.444963E+07, 3.513633E+07, 3.583326E+07, 3.654053E+07, 3.725820E+07, 3.798638E+07, 3.872515E+07, 3.947459E+07, 4.023480E+07, 4.100587E+07, 4.178787E+07, 4.258090E+07, 4.338505E+07, 4.420039E+07, 4.502701E+07, 4.586501E+07, 4.671445E+07, 4.757544E+07, 4.844805E+07, 4.933236E+07, 5.022846E+07, 5.113643E+07, 5.205636E+07, 5.298832E+07, 5.393239E+07, 5.488867E+07, 5.585722E+07, 5.683812E+07, 5.783147E+07, 5.883732E+07, 5.985577E+07, 6.088689E+07, 6.193076E+07, 6.298745E+07, 6.405704E+07, 6.513961E+07, 6.623523E+07, 6.734397E+07, 6.846590E+07, 6.960111E+07, 7.074966E+07, 7.191162E+07, 7.308707E+07, 7.427607E+07, 7.547870E+07, ]) # ---------------------- M = 2, I = 13 --------------------------- M = 2 I = 13 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.172250E+00, 1.797782E+01, 3.578844E+01, 5.360026E+01, 7.141461E+01, 8.924655E+01, 1.071502E+02, 1.252330E+02, 1.436455E+02, 1.625593E+02, 1.821490E+02, 2.025809E+02, 2.240094E+02, 2.465762E+02, 2.704128E+02, 2.956425E+02, 3.223827E+02, 3.507470E+02, 3.808470E+02, 4.127935E+02, 4.466974E+02, 4.826712E+02, 5.208288E+02, 5.612866E+02, 6.041637E+02, 6.495824E+02, 6.976684E+02, 7.485507E+02, 8.023624E+02, 8.592405E+02, 9.193259E+02, 9.827640E+02, 1.049704E+03, 1.120301E+03, 1.194713E+03, 1.273103E+03, 1.355638E+03, 1.442493E+03, 1.533844E+03, 1.629875E+03, 1.730772E+03, 1.836729E+03, 1.947943E+03, 2.064618E+03, 2.186963E+03, 2.315191E+03, 2.449522E+03, 2.590182E+03, 2.737401E+03, 2.891416E+03, 3.052469E+03, 3.220808E+03, 3.396688E+03, 3.580369E+03, 3.772118E+03, 3.972206E+03, 4.180913E+03, 4.398524E+03, 4.625331E+03, 4.861631E+03, 5.107729E+03, 5.363936E+03, 5.630570E+03, 5.907955E+03, 6.196423E+03, 6.496312E+03, 6.807968E+03, 7.131742E+03, 7.467993E+03, 7.817088E+03, 8.179401E+03, 8.555312E+03, 8.945209E+03, 9.349488E+03, 9.768552E+03, 1.020281E+04, 1.065268E+04, 1.111859E+04, 1.160098E+04, 1.210027E+04, 1.261693E+04, 1.315140E+04, 1.370416E+04, 1.427567E+04, 1.486641E+04, 1.547688E+04, 1.610757E+04, 1.675898E+04, 1.743163E+04, 1.812603E+04, 1.884273E+04, 1.958224E+04, 2.034513E+04, 2.113194E+04, 2.194324E+04, 2.277960E+04, 2.364159E+04, 2.452981E+04, 2.544485E+04, 2.638733E+04, 2.735784E+04, 2.835702E+04, 2.938550E+04, 3.044392E+04, 3.153292E+04, 3.265317E+04, 3.380534E+04, 3.499009E+04, 3.620811E+04, 3.746011E+04, 3.874677E+04, 4.006882E+04, 4.142697E+04, 4.282196E+04, 4.425451E+04, 4.572539E+04, 4.723535E+04, 4.878515E+04, 5.037557E+04, 5.200740E+04, 5.368142E+04, 5.539845E+04, 5.715929E+04, 5.896477E+04, 6.081571E+04, 6.271296E+04, 6.465735E+04, 6.664976E+04, 6.869105E+04, 7.078209E+04, 7.292377E+04, 7.511697E+04, 7.736262E+04, 7.966160E+04, 8.201486E+04, 8.442330E+04, 8.688789E+04, 8.940955E+04, 9.198924E+04, 9.462794E+04, 9.732660E+04, 1.000862E+05, 1.029078E+05, 1.057923E+05, 1.087407E+05, 1.117541E+05, 1.148335E+05, 1.179799E+05, 1.211944E+05, 1.244779E+05, 1.278316E+05, 1.312566E+05, 1.347538E+05, 1.383243E+05, 1.419693E+05, 1.456898E+05, 1.494870E+05, 1.533619E+05, 1.573156E+05, 1.613494E+05, 1.654642E+05, 1.696612E+05, 1.739416E+05, 1.783064E+05, 1.827570E+05, 1.872943E+05, 1.919196E+05, 1.966340E+05, 2.014388E+05, 2.063350E+05, 2.113239E+05, 2.164066E+05, 2.215843E+05, 2.268583E+05, 2.322298E+05, 2.376998E+05, 2.432697E+05, 2.489407E+05, 2.547139E+05, 2.605906E+05, 2.665720E+05, 2.726593E+05, 2.788538E+05, 2.851567E+05, 2.915692E+05, 2.980925E+05, 3.047279E+05, 3.114766E+05, 3.183399E+05, 3.253190E+05, 3.324151E+05, 3.396295E+05, 3.469634E+05, 3.544181E+05, 3.619948E+05, 3.696947E+05, 3.775191E+05, 3.854693E+05, 3.935464E+05, 4.017517E+05, 4.100865E+05, 4.185520E+05, 4.271494E+05, 4.358800E+05, 4.447450E+05, 4.537456E+05, 4.628831E+05, 4.721587E+05, 4.815736E+05, 4.911291E+05, 5.008263E+05, 5.106664E+05, 5.206508E+05, 5.307806E+05, 5.410569E+05, 5.514811E+05, 5.620543E+05, 5.727776E+05, 5.836524E+05, 5.946797E+05, 6.058608E+05, 6.171968E+05, 6.286889E+05, 6.403382E+05, 6.521460E+05, 6.641133E+05, 6.762413E+05, 6.885312E+05, 7.009841E+05, 7.136011E+05, 7.263834E+05, 7.393320E+05, 7.524481E+05, 7.657327E+05, 7.791870E+05, 7.928120E+05, 8.066089E+05, 8.205787E+05, 8.347224E+05, 8.490412E+05, 8.635361E+05, 8.782080E+05, 8.930581E+05, 9.080874E+05, 9.232969E+05, 9.386875E+05, 9.542604E+05, 9.700165E+05, 9.859567E+05, 1.002082E+06, 1.018394E+06, ]) # ---------------------- M = 3, I = 1 --------------------------- M = 3 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 7.847400E-01, 5.870075E+01, 1.653093E+02, 3.033348E+02, 4.668337E+02, 6.523999E+02, 8.578395E+02, 1.081788E+03, 1.323572E+03, 1.583129E+03, 1.860885E+03, 2.157688E+03, 2.474797E+03, 2.813601E+03, 3.175846E+03, 3.563351E+03, 3.978042E+03, 4.422045E+03, 4.897528E+03, 5.406676E+03, 5.951807E+03, 6.535268E+03, 7.159589E+03, 7.827197E+03, 8.540615E+03, 9.302558E+03, 1.011573E+04, 1.098290E+04, 1.190686E+04, 1.289056E+04, 1.393708E+04, 1.504939E+04, 1.623081E+04, 1.748441E+04, 1.881364E+04, 2.022192E+04, 2.171273E+04, 2.328963E+04, 2.495636E+04, 2.671676E+04, 2.857462E+04, 3.053392E+04, 3.259874E+04, 3.477325E+04, 3.706184E+04, 3.946872E+04, 4.199829E+04, 4.465523E+04, 4.744417E+04, 5.037000E+04, 5.343750E+04, 5.665155E+04, 6.001736E+04, 6.354022E+04, 6.722531E+04, 7.107790E+04, 7.510385E+04, 7.930836E+04, 8.369781E+04, 8.827733E+04, 9.305350E+04, 9.803196E+04, 1.032190E+05, 1.086212E+05, 1.142448E+05, 1.200965E+05, 1.261830E+05, 1.325109E+05, 1.390870E+05, 1.459185E+05, 1.530127E+05, 1.603767E+05, 1.680182E+05, 1.759443E+05, 1.841627E+05, 1.926817E+05, 2.015087E+05, 2.106519E+05, 2.201195E+05, 2.299199E+05, 2.400610E+05, 2.505524E+05, 2.614014E+05, 2.726184E+05, 2.842108E+05, 2.961892E+05, 3.085615E+05, 3.213380E+05, 3.345278E+05, 3.481407E+05, 3.621862E+05, 3.766745E+05, 3.916156E+05, 4.070192E+05, 4.228968E+05, 4.392584E+05, 4.561139E+05, 4.734750E+05, 4.913523E+05, 5.097566E+05, 5.286996E+05, 5.481927E+05, 5.682468E+05, 5.888737E+05, 6.100856E+05, 6.318949E+05, 6.543128E+05, 6.773516E+05, 7.010245E+05, 7.253433E+05, 7.503210E+05, 7.759709E+05, 8.023056E+05, 8.293382E+05, 8.570820E+05, 8.855514E+05, 9.147587E+05, 9.447191E+05, 9.754458E+05, 1.006954E+06, 1.039256E+06, 1.072368E+06, 1.106304E+06, 1.141080E+06, 1.176708E+06, 1.213207E+06, 1.250589E+06, 1.288871E+06, 1.328070E+06, 1.368200E+06, 1.409276E+06, 1.451317E+06, 1.494338E+06, 1.538354E+06, 1.583385E+06, 1.629444E+06, 1.676552E+06, 1.724723E+06, 1.773976E+06, 1.824329E+06, 1.875798E+06, 1.928402E+06, 1.982159E+06, 2.037088E+06, 2.093206E+06, 2.150533E+06, 2.209086E+06, 2.268887E+06, 2.329953E+06, 2.392303E+06, 2.455959E+06, 2.520938E+06, 2.587261E+06, 2.654949E+06, 2.724021E+06, 2.794498E+06, 2.866401E+06, 2.939752E+06, 3.014570E+06, 3.090877E+06, 3.168695E+06, 3.248044E+06, 3.328948E+06, 3.411429E+06, 3.495507E+06, 3.581206E+06, 3.668550E+06, 3.757559E+06, 3.848259E+06, 3.940671E+06, 4.034818E+06, 4.130727E+06, 4.228419E+06, 4.327918E+06, 4.429248E+06, 4.532437E+06, ]) # ---------------------- M = 3, I = 2 --------------------------- M = 3 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.659650E+00, 1.252867E+02, 3.529131E+02, 6.476329E+02, 9.967517E+02, 1.393009E+03, 1.831769E+03, 2.310206E+03, 2.827051E+03, 3.382309E+03, 3.977121E+03, 4.613505E+03, 5.294212E+03, 6.022501E+03, 6.802194E+03, 7.637375E+03, 8.532274E+03, 9.491628E+03, 1.052016E+04, 1.162272E+04, 1.280444E+04, 1.407051E+04, 1.542641E+04, 1.687762E+04, 1.842974E+04, 2.008860E+04, 2.186018E+04, 2.375072E+04, 2.576662E+04, 2.791400E+04, 3.019968E+04, 3.263083E+04, 3.521391E+04, 3.795663E+04, 4.086590E+04, 4.394976E+04, 4.721594E+04, 5.067202E+04, 5.432657E+04, 5.818808E+04, 6.226493E+04, 6.656593E+04, 7.110012E+04, 7.587705E+04, 8.090577E+04, 8.619627E+04, 9.175872E+04, 9.760273E+04, 1.037389E+05, 1.101777E+05, 1.169305E+05, 1.240078E+05, 1.314214E+05, 1.391823E+05, 1.473028E+05, 1.557947E+05, 1.646703E+05, 1.739424E+05, 1.836239E+05, 1.937268E+05, 2.042656E+05, 2.152535E+05, 2.267043E+05, 2.386323E+05, 2.510512E+05, 2.639756E+05, 2.774213E+05, 2.914026E+05, 3.059358E+05, 3.210359E+05, 3.367181E+05, 3.530002E+05, 3.698980E+05, 3.874283E+05, 4.056074E+05, 4.244543E+05, 4.439858E+05, 4.642198E+05, 4.851738E+05, 5.068680E+05, 5.293193E+05, 5.525478E+05, 5.765737E+05, 6.014149E+05, 6.270935E+05, 6.536272E+05, 6.810391E+05, 7.093488E+05, 7.385776E+05, 7.687471E+05, 7.998788E+05, 8.319959E+05, 8.651198E+05, 8.992744E+05, 9.344815E+05, 9.707647E+05, 1.008148E+06, 1.046657E+06, 1.086313E+06, 1.127143E+06, 1.169172E+06, 1.212425E+06, 1.256927E+06, 1.302705E+06, 1.349784E+06, 1.398192E+06, 1.447956E+06, 1.499104E+06, 1.551662E+06, 1.605658E+06, 1.661122E+06, 1.718084E+06, 1.776569E+06, 1.836610E+06, 1.898235E+06, 1.961475E+06, 2.026362E+06, 2.092923E+06, 2.161193E+06, 2.231202E+06, 2.302981E+06, 2.376565E+06, 2.451985E+06, 2.529274E+06, 2.608467E+06, 2.689597E+06, 2.772695E+06, 2.857802E+06, 2.944948E+06, 3.034171E+06, 3.125505E+06, 3.218987E+06, 3.314654E+06, 3.412542E+06, 3.512687E+06, 3.615129E+06, 3.719906E+06, 3.827055E+06, 3.936617E+06, 4.048628E+06, 4.163130E+06, 4.280164E+06, 4.399769E+06, 4.521984E+06, 4.646853E+06, 4.774418E+06, 4.904720E+06, 5.037801E+06, 5.173705E+06, 5.312474E+06, 5.454153E+06, 5.598785E+06, 5.746414E+06, 5.897090E+06, 6.050851E+06, 6.207749E+06, 6.367826E+06, 6.531132E+06, 6.697714E+06, 6.867614E+06, 7.040889E+06, 7.217578E+06, 7.397739E+06, 7.581418E+06, 7.768659E+06, 7.959519E+06, 8.154048E+06, 8.352294E+06, 8.554311E+06, 8.760149E+06, 8.969865E+06, 9.183502E+06, 9.401127E+06, 9.622785E+06, 9.848527E+06, 1.007842E+07, ]) # ---------------------- M = 3, I = 3 --------------------------- M = 3 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 8.185900E-01, 6.125610E+01, 1.725127E+02, 3.165570E+02, 4.871861E+02, 6.808519E+02, 8.952625E+02, 1.129039E+03, 1.381537E+03, 1.652726E+03, 1.943193E+03, 2.253943E+03, 2.586326E+03, 2.942026E+03, 3.322888E+03, 3.730960E+03, 4.168424E+03, 4.637562E+03, 5.140769E+03, 5.680414E+03, 6.259100E+03, 6.879368E+03, 7.543867E+03, 8.255453E+03, 9.016771E+03, 9.830870E+03, 1.070057E+04, 1.162904E+04, 1.261929E+04, 1.367462E+04, 1.479833E+04, 1.599377E+04, 1.726436E+04, 1.861379E+04, 2.004575E+04, 2.156398E+04, 2.317217E+04, 2.487462E+04, 2.667503E+04, 2.857789E+04, 3.058721E+04, 3.270766E+04, 3.494358E+04, 3.729938E+04, 3.978003E+04, 4.239034E+04, 4.513515E+04, 4.801943E+04, 5.104863E+04, 5.422773E+04, 5.756221E+04, 6.105763E+04, 6.471951E+04, 6.855364E+04, 7.256596E+04, 7.676252E+04, 8.114927E+04, 8.573247E+04, 9.051853E+04, 9.551399E+04, 1.007252E+05, 1.061593E+05, 1.118231E+05, 1.177230E+05, 1.238669E+05, 1.302620E+05, 1.369151E+05, 1.438344E+05, 1.510269E+05, 1.585011E+05, 1.662646E+05, 1.743254E+05, 1.826918E+05, 1.913721E+05, 2.003749E+05, 2.097086E+05, 2.193821E+05, 2.294048E+05, 2.397852E+05, 2.505325E+05, 2.616565E+05, 2.731663E+05, 2.850718E+05, 2.973825E+05, 3.101087E+05, 3.232600E+05, 3.368470E+05, 3.508807E+05, 3.653706E+05, 3.803279E+05, 3.957632E+05, 4.116883E+05, 4.281136E+05, 4.450504E+05, 4.625108E+05, 4.805059E+05, 4.990478E+05, 5.181485E+05, 5.378202E+05, 5.580750E+05, 5.789261E+05, 6.003846E+05, 6.224646E+05, 6.451784E+05, 6.685396E+05, 6.925614E+05, 7.172569E+05, 7.426405E+05, 7.687248E+05, 7.955251E+05, 8.230548E+05, 8.513281E+05, 8.803602E+05, 9.101655E+05, 9.407590E+05, 9.721548E+05, 1.004370E+06, 1.037418E+06, 1.071315E+06, 1.106078E+06, 1.141721E+06, 1.178261E+06, 1.215715E+06, 1.254098E+06, 1.293428E+06, 1.333722E+06, 1.374996E+06, 1.417268E+06, 1.460554E+06, 1.504874E+06, 1.550244E+06, 1.596682E+06, 1.644207E+06, 1.692838E+06, 1.742592E+06, 1.793488E+06, 1.845546E+06, 1.898785E+06, 1.953223E+06, 2.008881E+06, 2.065779E+06, 2.123935E+06, 2.183371E+06, 2.244106E+06, 2.306163E+06, 2.369560E+06, 2.434319E+06, 2.500462E+06, 2.568009E+06, 2.636982E+06, 2.707404E+06, 2.779295E+06, 2.852679E+06, 2.927578E+06, 3.004013E+06, 3.082010E+06, 3.161589E+06, 3.242776E+06, 3.325591E+06, 3.410061E+06, 3.496209E+06, 3.584059E+06, 3.673634E+06, 3.764960E+06, 3.858061E+06, 3.952965E+06, 4.049693E+06, 4.148272E+06, 4.248730E+06, 4.351088E+06, 4.455377E+06, 4.561620E+06, 4.669848E+06, 4.780082E+06, 4.892352E+06, 5.006686E+06, ]) # ---------------------- M = 3, I = 4 --------------------------- M = 3 I = 4 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 9.693860E+00, 7.286110E+02, 2.052138E+03, 3.765742E+03, 5.795622E+03, 8.099566E+03, 1.065031E+04, 1.343144E+04, 1.643497E+04, 1.966034E+04, 2.311386E+04, 2.680652E+04, 3.075398E+04, 3.497494E+04, 3.949041E+04, 4.432421E+04, 4.950089E+04, 5.504705E+04, 6.098959E+04, 6.735674E+04, 7.417719E+04, 8.148200E+04, 8.930109E+04, 9.766575E+04, 1.066095E+05, 1.161652E+05, 1.263658E+05, 1.372482E+05, 1.488478E+05, 1.612019E+05, 1.743472E+05, 1.883247E+05, 2.031740E+05, 2.189350E+05, 2.356501E+05, 2.533639E+05, 2.721204E+05, 2.919662E+05, 3.129454E+05, 3.351083E+05, 3.585027E+05, 3.831788E+05, 4.091905E+05, 4.365882E+05, 4.654258E+05, 4.957624E+05, 5.276496E+05, 5.611468E+05, 5.963170E+05, 6.332148E+05, 6.719059E+05, 7.124520E+05, 7.549189E+05, 7.993710E+05, 8.458764E+05, 8.945049E+05, 9.453249E+05, 9.984083E+05, 1.053826E+06, 1.111656E+06, 1.171972E+06, 1.234856E+06, 1.300379E+06, 1.368623E+06, 1.439674E+06, 1.513611E+06, 1.590524E+06, 1.670492E+06, 1.753610E+06, 1.839962E+06, 1.929642E+06, 2.022739E+06, 2.119351E+06, 2.219570E+06, 2.323499E+06, 2.431227E+06, 2.542864E+06, 2.658513E+06, 2.778268E+06, 2.902239E+06, 3.030540E+06, 3.163267E+06, 3.300539E+06, 3.442465E+06, 3.589168E+06, 3.740750E+06, 3.897328E+06, 4.059035E+06, 4.225983E+06, 4.398292E+06, 4.576090E+06, 4.759502E+06, 4.948660E+06, 5.143690E+06, 5.344725E+06, 5.551892E+06, 5.765331E+06, 5.985180E+06, 6.211579E+06, 6.444666E+06, 6.684586E+06, 6.931482E+06, 7.185500E+06, 7.446782E+06, 7.715490E+06, 7.991764E+06, 8.275772E+06, 8.567664E+06, 8.867593E+06, 9.175712E+06, 9.492203E+06, 9.817227E+06, 1.015093E+07, 1.049349E+07, 1.084509E+07, 1.120589E+07, 1.157607E+07, 1.195579E+07, 1.234524E+07, 1.274460E+07, 1.315405E+07, 1.357378E+07, 1.400397E+07, 1.444480E+07, 1.489648E+07, 1.535919E+07, 1.583314E+07, 1.631850E+07, 1.681549E+07, 1.732430E+07, 1.784514E+07, 1.837821E+07, 1.892372E+07, 1.948191E+07, 2.005293E+07, 2.063704E+07, 2.123444E+07, 2.184536E+07, 2.247001E+07, 2.310862E+07, 2.376142E+07, 2.442864E+07, 2.511048E+07, 2.580720E+07, 2.651904E+07, 2.724621E+07, 2.798898E+07, 2.874757E+07, 2.952224E+07, 3.031321E+07, 3.112077E+07, 3.194514E+07, 3.278657E+07, 3.364534E+07, 3.452170E+07, 3.541590E+07, 3.632821E+07, 3.725890E+07, 3.820824E+07, 3.917648E+07, 4.016391E+07, 4.117082E+07, 4.219747E+07, 4.324413E+07, 4.431109E+07, 4.539866E+07, 4.650710E+07, 4.763672E+07, 4.878780E+07, 4.996063E+07, 5.115550E+07, 5.237277E+07, 5.361268E+07, 5.487554E+07, 5.616170E+07, 5.747145E+07, ]) # ---------------------- M = 3, I = 5 --------------------------- M = 3 I = 5 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 4.813030E+00, 3.600892E+02, 1.014082E+03, 1.860805E+03, 2.863799E+03, 4.002166E+03, 5.262502E+03, 6.636539E+03, 8.120243E+03, 9.713429E+03, 1.141910E+04, 1.324287E+04, 1.519237E+04, 1.727719E+04, 1.950780E+04, 2.189589E+04, 2.445388E+04, 2.719480E+04, 3.013257E+04, 3.328074E+04, 3.665424E+04, 4.026795E+04, 4.413675E+04, 4.827698E+04, 5.270423E+04, 5.743513E+04, 6.248716E+04, 6.787719E+04, 7.362388E+04, 7.974527E+04, 8.626022E+04, 9.318860E+04, 1.005494E+05, 1.083638E+05, 1.166537E+05, 1.254391E+05, 1.347427E+05, 1.445876E+05, 1.549967E+05, 1.659941E+05, 1.776035E+05, 1.898519E+05, 2.027633E+05, 2.163637E+05, 2.306819E+05, 2.457443E+05, 2.615788E+05, 2.782148E+05, 2.956814E+05, 3.140094E+05, 3.332292E+05, 3.533726E+05, 3.744711E+05, 3.965582E+05, 4.196678E+05, 4.438332E+05, 4.690883E+05, 4.954722E+05, 5.230185E+05, 5.517647E+05, 5.817489E+05, 6.130100E+05, 6.455856E+05, 6.795180E+05, 7.148483E+05, 7.516143E+05, 7.898604E+05, 8.296320E+05, 8.709688E+05, 9.139178E+05, 9.585242E+05, 1.004832E+06, 1.052892E+06, 1.102747E+06, 1.154451E+06, 1.208049E+06, 1.263593E+06, 1.321131E+06, 1.380722E+06, 1.442410E+06, 1.506255E+06, 1.572304E+06, 1.640622E+06, 1.711256E+06, 1.784265E+06, 1.859711E+06, 1.937648E+06, 2.018139E+06, 2.101238E+06, 2.187013E+06, 2.275522E+06, 2.366832E+06, 2.461001E+06, 2.558097E+06, 2.658186E+06, 2.761333E+06, 2.867604E+06, 2.977071E+06, 3.089804E+06, 3.205868E+06, 3.325339E+06, 3.448284E+06, 3.574781E+06, 3.704902E+06, 3.838724E+06, 3.976317E+06, 4.117767E+06, 4.263141E+06, 4.412525E+06, 4.565996E+06, 4.723636E+06, 4.885531E+06, 5.051753E+06, 5.222396E+06, 5.397538E+06, 5.577272E+06, 5.761674E+06, 5.950846E+06, 6.144860E+06, 6.343822E+06, 6.547813E+06, 6.756924E+06, 6.971254E+06, 7.190894E+06, 7.415940E+06, 7.646489E+06, 7.882637E+06, 8.124482E+06, 8.372123E+06, 8.625660E+06, 8.885193E+06, 9.150831E+06, 9.422673E+06, 9.700822E+06, 9.985389E+06, 1.027648E+07, 1.057420E+07, 1.087865E+07, 1.118997E+07, 1.150823E+07, 1.183358E+07, 1.216611E+07, 1.250594E+07, 1.285320E+07, 1.320799E+07, 1.357043E+07, 1.394065E+07, 1.431876E+07, 1.470489E+07, 1.509916E+07, 1.550169E+07, 1.591261E+07, 1.633204E+07, 1.676013E+07, 1.719697E+07, 1.764274E+07, 1.809752E+07, 1.856147E+07, 1.903474E+07, 1.951743E+07, 2.000969E+07, 2.051167E+07, 2.102349E+07, 2.154530E+07, 2.207724E+07, 2.261945E+07, 2.317208E+07, 2.373528E+07, 2.430918E+07, 2.489392E+07, 2.548968E+07, 2.609659E+07, 2.671481E+07, 2.734449E+07, 2.798577E+07, 2.863883E+07, ]) # ---------------------- M = 3, I = 6 --------------------------- M = 3 I = 6 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.732560E+00, 1.308439E+02, 3.685813E+02, 6.763945E+02, 1.041035E+03, 1.454902E+03, 1.913200E+03, 2.413032E+03, 2.953209E+03, 3.533915E+03, 4.156499E+03, 4.823380E+03, 5.537674E+03, 6.303045E+03, 7.123765E+03, 8.004388E+03, 8.949564E+03, 9.964533E+03, 1.105444E+04, 1.222466E+04, 1.348084E+04, 1.482862E+04, 1.627401E+04, 1.782304E+04, 1.948187E+04, 2.125695E+04, 2.315481E+04, 2.518216E+04, 2.734599E+04, 2.965343E+04, 3.211177E+04, 3.472865E+04, 3.751164E+04, 4.046894E+04, 4.360818E+04, 4.693842E+04, 5.046789E+04, 5.420551E+04, 5.816009E+04, 6.234127E+04, 6.675826E+04, 7.142107E+04, 7.633970E+04, 8.152423E+04, 8.698542E+04, 9.273349E+04, 9.877997E+04, 1.051355E+05, 1.118121E+05, 1.188218E+05, 1.261758E+05, 1.338869E+05, 1.419674E+05, 1.504307E+05, 1.592888E+05, 1.685564E+05, 1.782460E+05, 1.883721E+05, 1.989491E+05, 2.099906E+05, 2.215123E+05, 2.335285E+05, 2.460551E+05, 2.591078E+05, 2.727019E+05, 2.868541E+05, 3.015810E+05, 3.168993E+05, 3.328262E+05, 3.493782E+05, 3.665743E+05, 3.844320E+05, 4.029702E+05, 4.222066E+05, 4.421602E+05, 4.628517E+05, 4.842990E+05, 5.065236E+05, 5.295438E+05, 5.533829E+05, 5.780588E+05, 6.035954E+05, 6.300121E+05, 6.573328E+05, 6.855785E+05, 7.147714E+05, 7.449354E+05, 7.760936E+05, 8.082695E+05, 8.414866E+05, 8.757691E+05, 9.111436E+05, 9.476326E+05, 9.852625E+05, 1.024060E+06, 1.064049E+06, 1.105257E+06, 1.147712E+06, 1.191440E+06, 1.236468E+06, 1.282825E+06, 1.330539E+06, 1.379637E+06, 1.430151E+06, 1.482109E+06, 1.535539E+06, 1.590474E+06, 1.646944E+06, 1.704977E+06, 1.764609E+06, 1.825868E+06, 1.888788E+06, 1.953399E+06, 2.019738E+06, 2.087834E+06, 2.157723E+06, 2.229439E+06, 2.303016E+06, 2.378487E+06, 2.455892E+06, 2.535263E+06, 2.616637E+06, 2.700050E+06, 2.785540E+06, 2.873144E+06, 2.962900E+06, 3.054845E+06, 3.149018E+06, 3.245459E+06, 3.344205E+06, 3.445299E+06, 3.548780E+06, 3.654689E+06, 3.763068E+06, 3.873955E+06, 3.987395E+06, 4.103430E+06, 4.222104E+06, 4.343458E+06, 4.467538E+06, 4.594386E+06, 4.724049E+06, 4.856572E+06, 4.991999E+06, 5.130375E+06, 5.271750E+06, 5.416171E+06, 5.563681E+06, 5.714331E+06, 5.868170E+06, 6.025247E+06, 6.185609E+06, 6.349307E+06, 6.516392E+06, 6.686913E+06, 6.860922E+06, 7.038471E+06, 7.219613E+06, 7.404399E+06, 7.592883E+06, 7.785118E+06, 7.981157E+06, 8.181058E+06, 8.384875E+06, 8.592660E+06, 8.804475E+06, 9.020369E+06, 9.240407E+06, 9.464641E+06, 9.693130E+06, 9.925935E+06, 1.016311E+07, 1.040473E+07, 1.065083E+07, 1.090149E+07, 1.115676E+07, ]) # ---------------------- M = 3, I = 7 --------------------------- M = 3 I = 7 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 8.789300E-01, 6.694173E+01, 1.886102E+02, 3.461476E+02, 5.327717E+02, 7.445995E+02, 9.791830E+02, 1.235085E+03, 1.511700E+03, 1.809143E+03, 2.128107E+03, 2.469769E+03, 2.835738E+03, 3.227819E+03, 3.648133E+03, 4.098969E+03, 4.582699E+03, 5.101875E+03, 5.659118E+03, 6.257169E+03, 6.898826E+03, 7.586970E+03, 8.324625E+03, 9.114762E+03, 9.960542E+03, 1.086520E+04, 1.183213E+04, 1.286461E+04, 1.396617E+04, 1.514050E+04, 1.639117E+04, 1.772203E+04, 1.913689E+04, 2.064001E+04, 2.223524E+04, 2.392689E+04, 2.571922E+04, 2.761689E+04, 2.962419E+04, 3.174614E+04, 3.398705E+04, 3.635233E+04, 3.884663E+04, 4.147543E+04, 4.424376E+04, 4.715716E+04, 5.022104E+04, 5.344119E+04, 5.682326E+04, 6.037348E+04, 6.409755E+04, 6.800167E+04, 7.209225E+04, 7.637581E+04, 8.085871E+04, 8.554797E+04, 9.045026E+04, 9.557287E+04, 1.009224E+05, 1.065065E+05, 1.123325E+05, 1.184081E+05, 1.247407E+05, 1.313384E+05, 1.382093E+05, 1.453615E+05, 1.528030E+05, 1.605426E+05, 1.685888E+05, 1.769504E+05, 1.856360E+05, 1.946552E+05, 2.040167E+05, 2.137304E+05, 2.238055E+05, 2.342516E+05, 2.450786E+05, 2.562968E+05, 2.679164E+05, 2.799473E+05, 2.924003E+05, 3.052861E+05, 3.186154E+05, 3.323992E+05, 3.466491E+05, 3.613758E+05, 3.765914E+05, 3.923068E+05, 4.085344E+05, 4.252868E+05, 4.425748E+05, 4.604120E+05, 4.788108E+05, 4.977832E+05, 5.173427E+05, 5.375024E+05, 5.582752E+05, 5.796753E+05, 6.017155E+05, 6.244101E+05, 6.477726E+05, 6.718181E+05, 6.965603E+05, 7.220136E+05, 7.481935E+05, 7.751140E+05, 8.027916E+05, 8.312397E+05, 8.604757E+05, 8.905141E+05, 9.213715E+05, 9.530639E+05, 9.856067E+05, 1.019018E+06, 1.053313E+06, 1.088509E+06, 1.124624E+06, 1.161674E+06, 1.199678E+06, 1.238652E+06, 1.278615E+06, 1.319584E+06, 1.361580E+06, 1.404619E+06, 1.448720E+06, 1.493902E+06, 1.540186E+06, 1.587589E+06, 1.636131E+06, 1.685832E+06, 1.736714E+06, 1.788795E+06, 1.842095E+06, 1.896636E+06, 1.952439E+06, 2.009525E+06, 2.067914E+06, 2.127629E+06, 2.188690E+06, 2.251121E+06, 2.314944E+06, 2.380180E+06, 2.446852E+06, 2.514985E+06, 2.584598E+06, 2.655719E+06, 2.728370E+06, 2.802572E+06, 2.878352E+06, 2.955734E+06, 3.034741E+06, 3.115400E+06, 3.197733E+06, 3.281769E+06, 3.367530E+06, 3.455043E+06, 3.544334E+06, 3.635429E+06, 3.728356E+06, 3.823139E+06, 3.919806E+06, 4.018383E+06, 4.118900E+06, 4.221384E+06, 4.325860E+06, 4.432360E+06, 4.540909E+06, 4.651539E+06, 4.764276E+06, 4.879150E+06, 4.996191E+06, 5.115428E+06, 5.236890E+06, 5.360610E+06, 5.486615E+06, 5.614939E+06, ]) # ---------------------- M = 3, I = 8 --------------------------- M = 3 I = 8 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.018317E+01, 7.688685E+02, 2.165826E+03, 3.974547E+03, 6.117122E+03, 8.549075E+03, 1.124182E+04, 1.417849E+04, 1.735159E+04, 2.076146E+04, 2.441595E+04, 2.832833E+04, 3.251593E+04, 3.699983E+04, 4.180437E+04, 4.695509E+04, 5.247930E+04, 5.840655E+04, 6.476616E+04, 7.158997E+04, 7.890924E+04, 8.675751E+04, 9.516855E+04, 1.041762E+05, 1.138172E+05, 1.241287E+05, 1.351464E+05, 1.469105E+05, 1.594614E+05, 1.728378E+05, 1.870849E+05, 2.022417E+05, 2.183567E+05, 2.354731E+05, 2.536375E+05, 2.728988E+05, 2.933058E+05, 3.149078E+05, 3.377591E+05, 3.619112E+05, 3.874208E+05, 4.143397E+05, 4.427289E+05, 4.726444E+05, 5.041454E+05, 5.372972E+05, 5.721616E+05, 6.087995E+05, 6.472799E+05, 6.876690E+05, 7.300362E+05, 7.744501E+05, 8.209831E+05, 8.697093E+05, 9.207011E+05, 9.740386E+05, 1.029797E+06, 1.088057E+06, 1.148900E+06, 1.212405E+06, 1.278663E+06, 1.347752E+06, 1.419769E+06, 1.494792E+06, 1.572920E+06, 1.654247E+06, 1.738862E+06, 1.826861E+06, 1.918342E+06, 2.013409E+06, 2.112162E+06, 2.214696E+06, 2.321129E+06, 2.431558E+06, 2.546090E+06, 2.664846E+06, 2.787926E+06, 2.915445E+06, 3.047527E+06, 3.184286E+06, 3.325838E+06, 3.472305E+06, 3.623810E+06, 3.780482E+06, 3.942443E+06, 4.109824E+06, 4.282759E+06, 4.461371E+06, 4.645800E+06, 4.836192E+06, 5.032673E+06, 5.235386E+06, 5.444471E+06, 5.660087E+06, 5.882366E+06, 6.111462E+06, 6.347516E+06, 6.590696E+06, 6.841155E+06, 7.099044E+06, 7.364517E+06, 7.637744E+06, 7.918894E+06, 8.208116E+06, 8.505584E+06, 8.811474E+06, 9.125951E+06, 9.449192E+06, 9.781375E+06, 1.012267E+07, 1.047327E+07, 1.083334E+07, 1.120309E+07, 1.158269E+07, 1.197233E+07, 1.237221E+07, 1.278251E+07, 1.320344E+07, 1.363520E+07, 1.407798E+07, 1.453199E+07, 1.499743E+07, 1.547452E+07, 1.596346E+07, 1.646446E+07, 1.697775E+07, 1.750353E+07, 1.804203E+07, 1.859347E+07, 1.915807E+07, 1.973607E+07, 2.032768E+07, 2.093316E+07, 2.155272E+07, 2.218661E+07, 2.283506E+07, 2.349832E+07, 2.417662E+07, 2.487023E+07, 2.557938E+07, 2.630433E+07, 2.704534E+07, 2.780265E+07, 2.857654E+07, 2.936727E+07, 3.017509E+07, 3.100027E+07, 3.184310E+07, 3.270384E+07, 3.358276E+07, 3.448014E+07, 3.539626E+07, 3.633142E+07, 3.728588E+07, 3.825994E+07, 3.925390E+07, 4.026805E+07, 4.130268E+07, 4.235810E+07, 4.343460E+07, 4.453249E+07, 4.565210E+07, 4.679370E+07, 4.795764E+07, 4.914420E+07, 5.035375E+07, 5.158655E+07, 5.284297E+07, 5.412334E+07, 5.542796E+07, 5.675719E+07, 5.811133E+07, 5.949078E+07, 6.089583E+07, 6.232682E+07, 6.378415E+07, ]) # ---------------------- M = 3, I = 9 --------------------------- M = 3 I = 9 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.025939E+01, 7.780853E+02, 2.192024E+03, 4.022766E+03, 6.191507E+03, 8.653040E+03, 1.137884E+04, 1.435181E+04, 1.756428E+04, 2.101726E+04, 2.471805E+04, 2.867999E+04, 3.292087E+04, 3.746130E+04, 4.232569E+04, 4.753963E+04, 5.313097E+04, 5.912840E+04, 6.556172E+04, 7.246219E+04, 7.986305E+04, 8.779593E+04, 9.629532E+04, 1.053959E+05, 1.151338E+05, 1.255461E+05, 1.366706E+05, 1.485447E+05, 1.612110E+05, 1.747082E+05, 1.890807E+05, 2.043701E+05, 2.206199E+05, 2.378786E+05, 2.561919E+05, 2.756073E+05, 2.961737E+05, 3.179441E+05, 3.409693E+05, 3.653014E+05, 3.909969E+05, 4.181098E+05, 4.467016E+05, 4.768262E+05, 5.085454E+05, 5.419201E+05, 5.770169E+05, 6.138970E+05, 6.526250E+05, 6.932718E+05, 7.359051E+05, 7.805932E+05, 8.274118E+05, 8.764327E+05, 9.277281E+05, 9.813788E+05, 1.037460E+06, 1.096053E+06, 1.157238E+06, 1.221100E+06, 1.287723E+06, 1.357190E+06, 1.429589E+06, 1.505014E+06, 1.583553E+06, 1.665298E+06, 1.750344E+06, 1.838791E+06, 1.930734E+06, 2.026272E+06, 2.125506E+06, 2.228539E+06, 2.335477E+06, 2.446431E+06, 2.561504E+06, 2.680806E+06, 2.804454E+06, 2.932553E+06, 3.065232E+06, 3.202599E+06, 3.344773E+06, 3.491880E+06, 3.644044E+06, 3.801383E+06, 3.964036E+06, 4.132119E+06, 4.305769E+06, 4.485124E+06, 4.670306E+06, 4.861464E+06, 5.058736E+06, 5.262256E+06, 5.472173E+06, 5.688624E+06, 5.911762E+06, 6.141735E+06, 6.378700E+06, 6.622796E+06, 6.874190E+06, 7.133033E+06, 7.399489E+06, 7.673712E+06, 7.955873E+06, 8.246134E+06, 8.544672E+06, 8.851639E+06, 9.167217E+06, 9.491582E+06, 9.824914E+06, 1.016738E+07, 1.051917E+07, 1.088046E+07, 1.125145E+07, 1.163231E+07, 1.202323E+07, 1.242442E+07, 1.283606E+07, 1.325835E+07, 1.369150E+07, 1.413568E+07, 1.459113E+07, 1.505804E+07, 1.553661E+07, 1.602706E+07, 1.652961E+07, 1.704446E+07, 1.757184E+07, 1.811196E+07, 1.866504E+07, 1.923134E+07, 1.981104E+07, 2.040440E+07, 2.101163E+07, 2.163299E+07, 2.226870E+07, 2.291900E+07, 2.358413E+07, 2.426437E+07, 2.495991E+07, 2.567104E+07, 2.639800E+07, 2.714105E+07, 2.790045E+07, 2.867645E+07, 2.946930E+07, 3.027929E+07, 3.110670E+07, 3.195175E+07, 3.281477E+07, 3.369600E+07, 3.459571E+07, 3.551422E+07, 3.645178E+07, 3.740870E+07, 3.838525E+07, 3.938174E+07, 4.039843E+07, 4.143568E+07, 4.249373E+07, 4.357290E+07, 4.467351E+07, 4.579585E+07, 4.694025E+07, 4.810702E+07, 4.929646E+07, 5.050889E+07, 5.174464E+07, 5.300407E+07, 5.428747E+07, 5.559516E+07, 5.692750E+07, 5.828480E+07, 5.966743E+07, 6.107572E+07, 6.251002E+07, 6.397068E+07, ]) # ---------------------- M = 3, I = 10 --------------------------- M = 3 I = 10 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.011611E+01, 7.606432E+02, 2.142444E+03, 3.931508E+03, 6.050781E+03, 8.456192E+03, 1.111961E+04, 1.402401E+04, 1.716179E+04, 2.053370E+04, 2.414710E+04, 2.801498E+04, 3.215563E+04, 3.658950E+04, 4.134081E+04, 4.643537E+04, 5.190096E+04, 5.776617E+04, 6.406074E+04, 7.081585E+04, 7.806331E+04, 8.583661E+04, 9.416875E+04, 1.030942E+05, 1.126489E+05, 1.228698E+05, 1.337943E+05, 1.454598E+05, 1.579072E+05, 1.711776E+05, 1.853113E+05, 2.003519E+05, 2.163455E+05, 2.333335E+05, 2.513666E+05, 2.704892E+05, 2.907529E+05, 3.122071E+05, 3.349040E+05, 3.588951E+05, 3.842348E+05, 4.109803E+05, 4.391888E+05, 4.689179E+05, 5.002271E+05, 5.331765E+05, 5.678301E+05, 6.042531E+05, 6.425100E+05, 6.826686E+05, 7.247962E+05, 7.689631E+05, 8.152419E+05, 8.637038E+05, 9.144236E+05, 9.674780E+05, 1.022945E+06, 1.080905E+06, 1.141440E+06, 1.204627E+06, 1.270556E+06, 1.339309E+06, 1.410973E+06, 1.485641E+06, 1.563401E+06, 1.644344E+06, 1.728569E+06, 1.816162E+06, 1.907235E+06, 2.001877E+06, 2.100190E+06, 2.202280E+06, 2.308247E+06, 2.418202E+06, 2.532251E+06, 2.650506E+06, 2.773076E+06, 2.900076E+06, 3.031614E+06, 3.167824E+06, 3.308806E+06, 3.454693E+06, 3.605607E+06, 3.761672E+06, 3.923009E+06, 4.089756E+06, 4.262030E+06, 4.439977E+06, 4.623729E+06, 4.813416E+06, 5.009182E+06, 5.211159E+06, 5.419501E+06, 5.634346E+06, 5.855846E+06, 6.084142E+06, 6.319381E+06, 6.561730E+06, 6.811327E+06, 7.068344E+06, 7.332930E+06, 7.605253E+06, 7.885465E+06, 8.173747E+06, 8.470249E+06, 8.775154E+06, 9.088627E+06, 9.410835E+06, 9.741974E+06, 1.008220E+07, 1.043171E+07, 1.079068E+07, 1.115929E+07, 1.153774E+07, 1.192620E+07, 1.232488E+07, 1.273397E+07, 1.315366E+07, 1.358416E+07, 1.402564E+07, 1.447834E+07, 1.494244E+07, 1.541817E+07, 1.590572E+07, 1.640531E+07, 1.691716E+07, 1.744149E+07, 1.797850E+07, 1.852842E+07, 1.909149E+07, 1.966793E+07, 2.025794E+07, 2.086181E+07, 2.147971E+07, 2.211193E+07, 2.275867E+07, 2.342019E+07, 2.409675E+07, 2.478856E+07, 2.549589E+07, 2.621900E+07, 2.695813E+07, 2.771354E+07, 2.848549E+07, 2.927424E+07, 3.008006E+07, 3.090322E+07, 3.174399E+07, 3.260262E+07, 3.347942E+07, 3.437463E+07, 3.528858E+07, 3.622149E+07, 3.717369E+07, 3.814547E+07, 3.913711E+07, 4.014888E+07, 4.118112E+07, 4.223410E+07, 4.330813E+07, 4.440353E+07, 4.552057E+07, 4.665960E+07, 4.782093E+07, 4.900486E+07, 5.021170E+07, 5.144178E+07, 5.269544E+07, 5.397301E+07, 5.527477E+07, 5.660111E+07, 5.795235E+07, 5.932882E+07, 6.073086E+07, 6.215883E+07, 6.361306E+07, ]) # ---------------------- M = 3, I = 11 --------------------------- M = 3 I = 11 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 5.946791E+01, 4.470503E+03, 1.259147E+04, 2.310592E+04, 3.556102E+04, 4.969775E+04, 6.535012E+04, 8.241681E+04, 1.008519E+05, 1.206550E+05, 1.418675E+05, 1.645612E+05, 1.888379E+05, 2.148151E+05, 2.426307E+05, 2.724293E+05, 3.043712E+05, 3.386193E+05, 3.753466E+05, 4.147317E+05, 4.569565E+05, 5.022089E+05, 5.506812E+05, 6.025756E+05, 6.580938E+05, 7.174414E+05, 7.808443E+05, 8.485166E+05, 9.206880E+05, 9.975858E+05, 1.079455E+06, 1.166548E+06, 1.259104E+06, 1.357392E+06, 1.461671E+06, 1.572220E+06, 1.689327E+06, 1.813266E+06, 1.944345E+06, 2.082848E+06, 2.229110E+06, 2.383425E+06, 2.546143E+06, 2.717572E+06, 2.898074E+06, 3.087996E+06, 3.287693E+06, 3.497522E+06, 3.717868E+06, 3.949102E+06, 4.191641E+06, 4.445858E+06, 4.712167E+06, 4.991009E+06, 5.282761E+06, 5.587915E+06, 5.906867E+06, 6.240090E+06, 6.588050E+06, 6.951201E+06, 7.330046E+06, 7.725058E+06, 8.136736E+06, 8.565590E+06, 9.012166E+06, 9.476920E+06, 9.960460E+06, 1.046329E+07, 1.098601E+07, 1.152911E+07, 1.209326E+07, 1.267897E+07, 1.328686E+07, 1.391754E+07, 1.457164E+07, 1.524976E+07, 1.595255E+07, 1.668068E+07, 1.743475E+07, 1.821548E+07, 1.902353E+07, 1.985957E+07, 2.072435E+07, 2.161852E+07, 2.254284E+07, 2.349807E+07, 2.448487E+07, 2.550405E+07, 2.655638E+07, 2.764263E+07, 2.876356E+07, 2.992002E+07, 3.111277E+07, 3.234267E+07, 3.361055E+07, 3.491722E+07, 3.626357E+07, 3.765045E+07, 3.907876E+07, 4.054937E+07, 4.206321E+07, 4.362119E+07, 4.522422E+07, 4.687322E+07, 4.856921E+07, 5.031312E+07, 5.210590E+07, 5.394861E+07, 5.584216E+07, 5.778765E+07, 5.978600E+07, 6.183837E+07, 6.394578E+07, 6.610924E+07, 6.832982E+07, 7.060868E+07, 7.294696E+07, 7.534565E+07, 7.780593E+07, 8.032895E+07, 8.291590E+07, 8.556789E+07, 8.828611E+07, 9.107179E+07, 9.392614E+07, 9.685037E+07, 9.984571E+07, 1.029134E+08, 1.060547E+08, 1.092709E+08, 1.125633E+08, 1.159332E+08, 1.193819E+08, 1.229108E+08, 1.265212E+08, 1.302143E+08, 1.339918E+08, 1.378548E+08, 1.418050E+08, 1.458435E+08, 1.499719E+08, 1.541916E+08, 1.585041E+08, 1.629109E+08, 1.674134E+08, 1.720131E+08, 1.767117E+08, 1.815105E+08, 1.864112E+08, 1.914154E+08, 1.965245E+08, 2.017402E+08, 2.070642E+08, 2.124980E+08, 2.180433E+08, 2.237017E+08, 2.294748E+08, 2.353645E+08, 2.413725E+08, 2.475002E+08, 2.537497E+08, 2.601226E+08, 2.666206E+08, 2.732456E+08, 2.799992E+08, 2.868835E+08, 2.939002E+08, 3.010511E+08, 3.083381E+08, 3.157630E+08, 3.233278E+08, 3.310344E+08, 3.388847E+08, 3.468806E+08, 3.550242E+08, 3.633173E+08, ]) # ---------------------- M = 3, I = 12 --------------------------- M = 3 I = 12 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.995096E+01, 2.261799E+03, 6.371201E+03, 1.169187E+04, 1.799462E+04, 2.514837E+04, 3.306945E+04, 4.170726E+04, 5.103813E+04, 6.106308E+04, 7.180236E+04, 8.329235E+04, 9.558279E+04, 1.087346E+05, 1.228140E+05, 1.378944E+05, 1.540562E+05, 1.713824E+05, 1.899567E+05, 2.098700E+05, 2.312133E+05, 2.540827E+05, 2.785728E+05, 3.047847E+05, 3.328220E+05, 3.627880E+05, 3.947933E+05, 4.289450E+05, 4.653615E+05, 5.041570E+05, 5.454511E+05, 5.893697E+05, 6.360411E+05, 6.855926E+05, 7.381579E+05, 7.938731E+05, 8.528868E+05, 9.153318E+05, 9.813678E+05, 1.051138E+06, 1.124804E+06, 1.202521E+06, 1.284451E+06, 1.370767E+06, 1.461638E+06, 1.557240E+06, 1.657755E+06, 1.763358E+06, 1.874240E+06, 1.990604E+06, 2.112627E+06, 2.240529E+06, 2.374501E+06, 2.514755E+06, 2.661508E+06, 2.814979E+06, 2.975376E+06, 3.142946E+06, 3.317913E+06, 3.500504E+06, 3.690974E+06, 3.889547E+06, 4.096506E+06, 4.312075E+06, 4.536516E+06, 4.770115E+06, 5.013131E+06, 5.265828E+06, 5.528484E+06, 5.801396E+06, 6.084839E+06, 6.379123E+06, 6.684533E+06, 7.001385E+06, 7.329976E+06, 7.670618E+06, 8.023632E+06, 8.389355E+06, 8.768103E+06, 9.160211E+06, 9.566016E+06, 9.985881E+06, 1.042016E+07, 1.086916E+07, 1.133330E+07, 1.181291E+07, 1.230839E+07, 1.282011E+07, 1.334843E+07, 1.389376E+07, 1.445651E+07, 1.503703E+07, 1.563578E+07, 1.625316E+07, 1.688956E+07, 1.754542E+07, 1.822117E+07, 1.891726E+07, 1.963410E+07, 2.037217E+07, 2.113191E+07, 2.191375E+07, 2.271818E+07, 2.354568E+07, 2.439673E+07, 2.527179E+07, 2.617137E+07, 2.709593E+07, 2.804603E+07, 2.902211E+07, 3.002473E+07, 3.105443E+07, 3.211166E+07, 3.319703E+07, 3.431104E+07, 3.545426E+07, 3.662721E+07, 3.783046E+07, 3.906458E+07, 4.033016E+07, 4.162776E+07, 4.295797E+07, 4.432139E+07, 4.571860E+07, 4.715020E+07, 4.861682E+07, 5.011909E+07, 5.165761E+07, 5.323299E+07, 5.484596E+07, 5.649708E+07, 5.818704E+07, 5.991646E+07, 6.168607E+07, 6.349652E+07, 6.534847E+07, 6.724265E+07, 6.917967E+07, 7.116036E+07, 7.318530E+07, 7.525531E+07, 7.737105E+07, 7.953329E+07, 8.174279E+07, 8.400021E+07, 8.630635E+07, 8.866200E+07, 9.106790E+07, 9.352481E+07, 9.603355E+07, 9.859486E+07, 1.012096E+08, 1.038786E+08, 1.066026E+08, 1.093824E+08, 1.122189E+08, 1.151128E+08, 1.180652E+08, 1.210768E+08, 1.241484E+08, 1.272810E+08, 1.304754E+08, 1.337324E+08, 1.370531E+08, 1.404382E+08, 1.438888E+08, 1.474056E+08, 1.509897E+08, 1.546420E+08, 1.583634E+08, 1.621548E+08, 1.660172E+08, 1.699516E+08, 1.739590E+08, 1.780403E+08, 1.821965E+08, ]) # ---------------------- M = 3, I = 13 --------------------------- M = 3 I = 13 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 9.181300E-01, 6.995503E+01, 1.971073E+02, 3.617463E+02, 5.567837E+02, 7.781615E+02, 1.023352E+03, 1.290876E+03, 1.580177E+03, 1.891452E+03, 2.225587E+03, 2.583933E+03, 2.968275E+03, 3.380727E+03, 3.823605E+03, 4.299458E+03, 4.810934E+03, 5.360874E+03, 5.952091E+03, 6.587671E+03, 7.270592E+03, 8.004158E+03, 8.791511E+03, 9.636056E+03, 1.054129E+04, 1.151069E+04, 1.254790E+04, 1.365681E+04, 1.484101E+04, 1.610476E+04, 1.745189E+04, 1.888674E+04, 2.041352E+04, 2.203664E+04, 2.376087E+04, 2.559056E+04, 2.753068E+04, 2.958620E+04, 3.176202E+04, 3.406331E+04, 3.649554E+04, 3.906410E+04, 4.177453E+04, 4.463243E+04, 4.764399E+04, 5.081487E+04, 5.415128E+04, 5.765957E+04, 6.134601E+04, 6.521766E+04, 6.928060E+04, 7.354192E+04, 7.800896E+04, 8.268836E+04, 8.758771E+04, 9.271449E+04, 9.807632E+04, 1.036807E+05, 1.095361E+05, 1.156503E+05, 1.220315E+05, 1.286881E+05, 1.356287E+05, 1.428623E+05, 1.503977E+05, 1.582439E+05, 1.664102E+05, 1.749058E+05, 1.837406E+05, 1.929240E+05, 2.024661E+05, 2.123774E+05, 2.226672E+05, 2.333470E+05, 2.444267E+05, 2.559177E+05, 2.678304E+05, 2.801759E+05, 2.929662E+05, 3.062125E+05, 3.199267E+05, 3.341200E+05, 3.488054E+05, 3.639945E+05, 3.797001E+05, 3.959348E+05, 4.127111E+05, 4.300426E+05, 4.479421E+05, 4.664231E+05, 4.854994E+05, 5.051847E+05, 5.254935E+05, 5.464391E+05, 5.680363E+05, 5.902997E+05, 6.132443E+05, 6.368844E+05, 6.612361E+05, 6.863149E+05, 7.121362E+05, 7.387153E+05, 7.660688E+05, 7.942129E+05, 8.231639E+05, 8.529386E+05, 8.835533E+05, 9.150268E+05, 9.473747E+05, 9.806152E+05, 1.014766E+06, 1.049845E+06, 1.085871E+06, 1.122862E+06, 1.160837E+06, 1.199813E+06, 1.239812E+06, 1.280852E+06, 1.322952E+06, 1.366132E+06, 1.410413E+06, 1.455814E+06, 1.502357E+06, 1.550060E+06, 1.598947E+06, 1.649037E+06, 1.700354E+06, 1.752916E+06, 1.806748E+06, 1.861869E+06, 1.918305E+06, 1.976076E+06, 2.035207E+06, 2.095720E+06, 2.157636E+06, 2.220983E+06, 2.285782E+06, 2.352058E+06, 2.419834E+06, 2.489135E+06, 2.559988E+06, 2.632416E+06, 2.706446E+06, 2.782102E+06, 2.859408E+06, 2.938395E+06, 3.019085E+06, 3.101507E+06, 3.185689E+06, 3.271654E+06, 3.359434E+06, 3.449053E+06, 3.540540E+06, 3.633925E+06, 3.729233E+06, 3.826498E+06, 3.925744E+06, 4.027002E+06, 4.130304E+06, 4.235674E+06, 4.343148E+06, 4.452752E+06, 4.564520E+06, 4.678482E+06, 4.794667E+06, 4.913111E+06, 5.033839E+06, 5.156890E+06, 5.282292E+06, 5.410079E+06, 5.540285E+06, 5.672941E+06, 5.808079E+06, 5.945739E+06, 6.085949E+06, 6.228746E+06, ]) # ---------------------- M = 3, I = 14 --------------------------- M = 3 I = 14 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.070955E+01, 8.123365E+02, 2.288590E+03, 4.200027E+03, 6.464366E+03, 9.034498E+03, 1.188072E+04, 1.498574E+04, 1.834233E+04, 2.195242E+04, 2.582553E+04, 2.997699E+04, 3.442690E+04, 3.919918E+04, 4.432047E+04, 4.981933E+04, 5.572680E+04, 6.207426E+04, 6.889543E+04, 7.622379E+04, 8.409527E+04, 9.254631E+04, 1.016143E+05, 1.113367E+05, 1.217532E+05, 1.329047E+05, 1.448337E+05, 1.575806E+05, 1.711918E+05, 1.857116E+05, 2.011872E+05, 2.176646E+05, 2.351958E+05, 2.538270E+05, 2.736142E+05, 2.946102E+05, 3.168671E+05, 3.404431E+05, 3.653942E+05, 3.917795E+05, 4.196636E+05, 4.491018E+05, 4.801635E+05, 5.129110E+05, 5.474123E+05, 5.837346E+05, 6.219462E+05, 6.621222E+05, 7.043368E+05, 7.486602E+05, 7.951695E+05, 8.439459E+05, 8.950674E+05, 9.486189E+05, 1.004678E+06, 1.063332E+06, 1.124673E+06, 1.188782E+06, 1.255752E+06, 1.325673E+06, 1.398645E+06, 1.474761E+06, 1.554118E+06, 1.636818E+06, 1.722956E+06, 1.812642E+06, 1.905980E+06, 2.003073E+06, 2.104038E+06, 2.208977E+06, 2.318006E+06, 2.431244E+06, 2.548807E+06, 2.670808E+06, 2.797373E+06, 2.928627E+06, 3.064690E+06, 3.205688E+06, 3.351759E+06, 3.503023E+06, 3.659621E+06, 3.821690E+06, 3.989358E+06, 4.162770E+06, 4.342073E+06, 4.527402E+06, 4.718908E+06, 4.916745E+06, 5.121048E+06, 5.331982E+06, 5.549699E+06, 5.774354E+06, 6.006112E+06, 6.245127E+06, 6.491574E+06, 6.745604E+06, 7.007404E+06, 7.277128E+06, 7.554956E+06, 7.841067E+06, 8.135632E+06, 8.438833E+06, 8.750860E+06, 9.071888E+06, 9.402110E+06, 9.741713E+06, 1.009090E+07, 1.044984E+07, 1.081877E+07, 1.119784E+07, 1.158730E+07, 1.198732E+07, 1.239813E+07, 1.281992E+07, 1.325293E+07, 1.369734E+07, 1.415340E+07, 1.462130E+07, 1.510128E+07, 1.559357E+07, 1.609838E+07, 1.661596E+07, 1.714652E+07, 1.769032E+07, 1.824757E+07, 1.881854E+07, 1.940346E+07, 2.000258E+07, 2.061614E+07, 2.124441E+07, 2.188760E+07, 2.254603E+07, 2.321992E+07, 2.390954E+07, 2.461516E+07, 2.533705E+07, 2.607547E+07, 2.683070E+07, 2.760302E+07, 2.839271E+07, 2.920004E+07, 3.002532E+07, 3.086881E+07, 3.173082E+07, 3.261163E+07, 3.351154E+07, 3.443087E+07, 3.536991E+07, 3.632895E+07, 3.730831E+07, 3.830832E+07, 3.932926E+07, 4.037147E+07, 4.143527E+07, 4.252097E+07, 4.362893E+07, 4.475943E+07, 4.591285E+07, 4.708949E+07, 4.828972E+07, 4.951385E+07, 5.076226E+07, 5.203526E+07, 5.333325E+07, 5.465654E+07, 5.600550E+07, 5.738049E+07, 5.878190E+07, 6.021006E+07, 6.166536E+07, 6.314819E+07, 6.465888E+07, 6.619786E+07, 6.776550E+07, 6.936214E+07, 7.098826E+07, ]) # ---------------------- M = 3, I = 15 --------------------------- M = 3 I = 15 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 5.394640E+00, 4.109442E+02, 1.157868E+03, 2.124994E+03, 3.270687E+03, 4.571107E+03, 6.011346E+03, 7.582597E+03, 9.281391E+03, 1.110871E+04, 1.306931E+04, 1.517082E+04, 1.742335E+04, 1.983895E+04, 2.243062E+04, 2.521306E+04, 2.820139E+04, 3.141182E+04, 3.486102E+04, 3.856575E+04, 4.254401E+04, 4.681405E+04, 5.139459E+04, 5.630527E+04, 6.156522E+04, 6.719486E+04, 7.321552E+04, 7.964854E+04, 8.651617E+04, 9.384115E+04, 1.016460E+05, 1.099563E+05, 1.187949E+05, 1.281892E+05, 1.381630E+05, 1.487449E+05, 1.599612E+05, 1.718402E+05, 1.844110E+05, 1.977042E+05, 2.117483E+05, 2.265752E+05, 2.422176E+05, 2.587079E+05, 2.760779E+05, 2.943649E+05, 3.136008E+05, 3.338232E+05, 3.550696E+05, 3.773763E+05, 4.007822E+05, 4.253252E+05, 4.510473E+05, 4.779882E+05, 5.061912E+05, 5.356961E+05, 5.665499E+05, 5.987935E+05, 6.324759E+05, 6.676398E+05, 7.043359E+05, 7.426104E+05, 7.825101E+05, 8.240889E+05, 8.673977E+05, 9.124835E+05, 9.594033E+05, 1.008211E+06, 1.058958E+06, 1.111704E+06, 1.166502E+06, 1.223411E+06, 1.282491E+06, 1.343799E+06, 1.407399E+06, 1.473350E+06, 1.541716E+06, 1.612559E+06, 1.685944E+06, 1.761942E+06, 1.840612E+06, 1.922026E+06, 2.006251E+06, 2.093359E+06, 2.183422E+06, 2.276511E+06, 2.372694E+06, 2.472055E+06, 2.574663E+06, 2.680597E+06, 2.789932E+06, 2.902747E+06, 3.019125E+06, 3.139149E+06, 3.262894E+06, 3.390446E+06, 3.521894E+06, 3.657318E+06, 3.796809E+06, 3.940448E+06, 4.088333E+06, 4.240552E+06, 4.397193E+06, 4.558348E+06, 4.724115E+06, 4.894587E+06, 5.069865E+06, 5.250039E+06, 5.435212E+06, 5.625483E+06, 5.820957E+06, 6.021730E+06, 6.227909E+06, 6.439603E+06, 6.656912E+06, 6.879946E+06, 7.108816E+06, 7.343626E+06, 7.584494E+06, 7.831525E+06, 8.084849E+06, 8.344561E+06, 8.610791E+06, 8.883657E+06, 9.163268E+06, 9.449758E+06, 9.743239E+06, 1.004384E+07, 1.035168E+07, 1.066689E+07, 1.098959E+07, 1.131992E+07, 1.165801E+07, 1.200399E+07, 1.235798E+07, 1.272013E+07, 1.309056E+07, 1.346943E+07, 1.385686E+07, 1.425299E+07, 1.465797E+07, 1.507195E+07, 1.549505E+07, 1.592745E+07, 1.636926E+07, 1.682065E+07, 1.728178E+07, 1.775276E+07, 1.823379E+07, 1.872501E+07, 1.922656E+07, 1.973862E+07, 2.026134E+07, 2.079487E+07, 2.133938E+07, 2.189504E+07, 2.246202E+07, 2.304046E+07, 2.363056E+07, 2.423247E+07, 2.484636E+07, 2.547242E+07, 2.611081E+07, 2.676171E+07, 2.742530E+07, 2.810175E+07, 2.879126E+07, 2.949400E+07, 3.021015E+07, 3.093989E+07, 3.168343E+07, 3.244094E+07, 3.321261E+07, 3.399866E+07, 3.479924E+07, 3.561458E+07, ]) # ---------------------- M = 3, I = 16 --------------------------- M = 3 I = 16 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.295915E+01, 4.775780E+03, 1.345460E+04, 2.469181E+04, 3.800370E+04, 5.311278E+04, 6.984465E+04, 8.809583E+04, 1.078215E+05, 1.290311E+05, 1.517738E+05, 1.761371E+05, 2.022330E+05, 2.301970E+05, 2.601801E+05, 2.923500E+05, 3.268756E+05, 3.639441E+05, 4.037454E+05, 4.464741E+05, 4.923320E+05, 5.415271E+05, 5.942775E+05, 6.508028E+05, 7.113265E+05, 7.760820E+05, 8.453078E+05, 9.192467E+05, 9.981526E+05, 1.082292E+06, 1.171923E+06, 1.267315E+06, 1.368758E+06, 1.476543E+06, 1.590956E+06, 1.712308E+06, 1.840917E+06, 1.977087E+06, 2.121159E+06, 2.273473E+06, 2.434375E+06, 2.604205E+06, 2.783338E+06, 2.972142E+06, 3.171006E+06, 3.380315E+06, 3.600476E+06, 3.831875E+06, 4.074950E+06, 4.330119E+06, 4.597824E+06, 4.878515E+06, 5.172635E+06, 5.480655E+06, 5.803069E+06, 6.140331E+06, 6.492956E+06, 6.861430E+06, 7.246294E+06, 7.648073E+06, 8.067282E+06, 8.504471E+06, 8.960216E+06, 9.435065E+06, 9.929615E+06, 1.044443E+07, 1.098014E+07, 1.153735E+07, 1.211666E+07, 1.271871E+07, 1.334416E+07, 1.399362E+07, 1.466782E+07, 1.536741E+07, 1.609309E+07, 1.684551E+07, 1.762546E+07, 1.843360E+07, 1.927066E+07, 2.013746E+07, 2.103470E+07, 2.196320E+07, 2.292366E+07, 2.391697E+07, 2.494387E+07, 2.600520E+07, 2.710179E+07, 2.823452E+07, 2.940420E+07, 3.061173E+07, 3.185798E+07, 3.314380E+07, 3.447017E+07, 3.583801E+07, 3.724820E+07, 3.870172E+07, 4.019952E+07, 4.174256E+07, 4.333188E+07, 4.496840E+07, 4.665318E+07, 4.838728E+07, 5.017165E+07, 5.200740E+07, 5.389561E+07, 5.583735E+07, 5.783364E+07, 5.988569E+07, 6.199461E+07, 6.416146E+07, 6.638749E+07, 6.867377E+07, 7.102154E+07, 7.343199E+07, 7.590634E+07, 7.844571E+07, 8.105146E+07, 8.372481E+07, 8.646697E+07, 8.927926E+07, 9.216301E+07, 9.511942E+07, 9.814997E+07, 1.012559E+08, 1.044386E+08, 1.076993E+08, 1.110396E+08, 1.144608E+08, 1.179644E+08, 1.215516E+08, 1.252241E+08, 1.289833E+08, 1.328306E+08, 1.367675E+08, 1.407957E+08, 1.449164E+08, 1.491314E+08, 1.534422E+08, 1.578503E+08, 1.623573E+08, 1.669650E+08, 1.716746E+08, 1.764882E+08, 1.814073E+08, 1.864334E+08, 1.915684E+08, 1.968138E+08, 2.021716E+08, 2.076433E+08, 2.132308E+08, 2.189357E+08, 2.247600E+08, 2.307054E+08, 2.367737E+08, 2.429668E+08, 2.492865E+08, 2.557347E+08, 2.623134E+08, 2.690243E+08, 2.758695E+08, 2.828508E+08, 2.899701E+08, 2.972298E+08, 3.046315E+08, 3.121773E+08, 3.198694E+08, 3.277097E+08, 3.357002E+08, 3.438432E+08, 3.521405E+08, 3.605945E+08, 3.692073E+08, 3.779810E+08, 3.869178E+08, 3.960200E+08, 4.052896E+08, ]) # ---------------------- M = 3, I = 17 --------------------------- M = 3 I = 17 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.126567E+01, 2.362010E+03, 6.653739E+03, 1.221051E+04, 1.879316E+04, 2.626447E+04, 3.453787E+04, 4.356149E+04, 5.331364E+04, 6.379765E+04, 7.503938E+04, 8.708147E+04, 9.998024E+04, 1.138041E+05, 1.286285E+05, 1.445357E+05, 1.616128E+05, 1.799519E+05, 1.996462E+05, 2.207944E+05, 2.434973E+05, 2.678588E+05, 2.939855E+05, 3.219866E+05, 3.519763E+05, 3.840710E+05, 4.183868E+05, 4.550447E+05, 4.941742E+05, 5.359053E+05, 5.803658E+05, 6.276941E+05, 6.780312E+05, 7.315213E+05, 7.883119E+05, 8.485581E+05, 9.124080E+05, 9.800237E+05, 1.051575E+06, 1.127220E+06, 1.207142E+06, 1.291512E+06, 1.380510E+06, 1.474325E+06, 1.573144E+06, 1.677168E+06, 1.786591E+06, 1.901612E+06, 2.022451E+06, 2.149307E+06, 2.282409E+06, 2.421973E+06, 2.568228E+06, 2.721418E+06, 2.881762E+06, 3.049503E+06, 3.224910E+06, 3.408205E+06, 3.599666E+06, 3.799557E+06, 4.008133E+06, 4.225669E+06, 4.452440E+06, 4.688742E+06, 4.934864E+06, 5.191084E+06, 5.457716E+06, 5.735050E+06, 6.023406E+06, 6.323116E+06, 6.634468E+06, 6.957803E+06, 7.293467E+06, 7.641780E+06, 8.003085E+06, 8.377742E+06, 8.766122E+06, 9.168553E+06, 9.585412E+06, 1.001709E+07, 1.046394E+07, 1.092639E+07, 1.140478E+07, 1.189953E+07, 1.241103E+07, 1.293971E+07, 1.348598E+07, 1.405025E+07, 1.463297E+07, 1.523455E+07, 1.585545E+07, 1.649609E+07, 1.715694E+07, 1.783848E+07, 1.854115E+07, 1.926541E+07, 2.001179E+07, 2.078071E+07, 2.157272E+07, 2.238827E+07, 2.322791E+07, 2.409212E+07, 2.498146E+07, 2.589638E+07, 2.683750E+07, 2.780528E+07, 2.880035E+07, 2.982319E+07, 3.087441E+07, 3.195455E+07, 3.306416E+07, 3.420390E+07, 3.537427E+07, 3.657594E+07, 3.780946E+07, 3.907546E+07, 4.037457E+07, 4.170740E+07, 4.307458E+07, 4.447674E+07, 4.591456E+07, 4.738867E+07, 4.889974E+07, 5.044841E+07, 5.203540E+07, 5.366135E+07, 5.532700E+07, 5.703306E+07, 5.878013E+07, 6.056905E+07, 6.240048E+07, 6.427519E+07, 6.619386E+07, 6.815728E+07, 7.016617E+07, 7.222130E+07, 7.432351E+07, 7.647348E+07, 7.867203E+07, 8.091997E+07, 8.321813E+07, 8.556722E+07, 8.796816E+07, 9.042171E+07, 9.292876E+07, 9.549011E+07, 9.810667E+07, 1.007792E+08, 1.035087E+08, 1.062959E+08, 1.091418E+08, 1.120472E+08, 1.150131E+08, 1.180403E+08, 1.211298E+08, 1.242826E+08, 1.274995E+08, 1.307815E+08, 1.341295E+08, 1.375446E+08, 1.410276E+08, 1.445796E+08, 1.482015E+08, 1.518944E+08, 1.556593E+08, 1.594971E+08, 1.634089E+08, 1.673958E+08, 1.714587E+08, 1.755987E+08, 1.798170E+08, 1.841145E+08, 1.884924E+08, 1.929516E+08, 1.974934E+08, 2.021189E+08, ]) # ---------------------- M = 3, I = 18 --------------------------- M = 3 I = 18 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.837627E+02, 1.387967E+04, 3.909803E+04, 7.174973E+04, 1.104283E+05, 1.543309E+05, 2.029434E+05, 2.559580E+05, 3.132406E+05, 3.748050E+05, 4.407836E+05, 5.114192E+05, 5.870305E+05, 6.680003E+05, 7.547560E+05, 8.477726E+05, 9.475368E+05, 1.054582E+06, 1.169449E+06, 1.292692E+06, 1.424898E+06, 1.566662E+06, 1.718594E+06, 1.881319E+06, 2.055491E+06, 2.241760E+06, 2.440823E+06, 2.653357E+06, 2.880106E+06, 3.121812E+06, 3.379209E+06, 3.653089E+06, 3.944236E+06, 4.253526E+06, 4.581753E+06, 4.929803E+06, 5.298553E+06, 5.688930E+06, 6.101879E+06, 6.538337E+06, 6.999325E+06, 7.485814E+06, 7.998834E+06, 8.539473E+06, 9.108804E+06, 9.707966E+06, 1.033803E+07, 1.100023E+07, 1.169569E+07, 1.242568E+07, 1.319142E+07, 1.399419E+07, 1.483526E+07, 1.571596E+07, 1.663761E+07, 1.760170E+07, 1.860954E+07, 1.966258E+07, 2.076236E+07, 2.191031E+07, 2.310791E+07, 2.435683E+07, 2.565854E+07, 2.701471E+07, 2.842701E+07, 2.989710E+07, 3.142661E+07, 3.301744E+07, 3.467120E+07, 3.638967E+07, 3.817485E+07, 4.002844E+07, 4.195248E+07, 4.394874E+07, 4.601924E+07, 4.816607E+07, 5.039106E+07, 5.269646E+07, 5.508422E+07, 5.755659E+07, 6.011559E+07, 6.276353E+07, 6.550260E+07, 6.833496E+07, 7.126300E+07, 7.428912E+07, 7.741560E+07, 8.064479E+07, 8.397913E+07, 8.742121E+07, 9.097347E+07, 9.463835E+07, 9.841865E+07, 1.023169E+08, 1.063354E+08, 1.104775E+08, 1.147455E+08, 1.191421E+08, 1.236703E+08, 1.283330E+08, 1.331328E+08, 1.380728E+08, 1.431559E+08, 1.483852E+08, 1.537637E+08, 1.592942E+08, 1.649801E+08, 1.708245E+08, 1.768305E+08, 1.830015E+08, 1.893405E+08, 1.958510E+08, 2.025364E+08, 2.093999E+08, 2.164450E+08, 2.236751E+08, 2.310939E+08, 2.387049E+08, 2.465116E+08, 2.545176E+08, 2.627268E+08, 2.711426E+08, 2.797689E+08, 2.886098E+08, 2.976687E+08, 3.069497E+08, 3.164567E+08, 3.261937E+08, 3.361646E+08, 3.463737E+08, 3.568248E+08, 3.675224E+08, 3.784706E+08, 3.896733E+08, 4.011353E+08, 4.128607E+08, 4.248538E+08, 4.371189E+08, 4.496609E+08, 4.624839E+08, 4.755926E+08, 4.889916E+08, 5.026858E+08, 5.166797E+08, 5.309777E+08, 5.455850E+08, 5.605064E+08, 5.757467E+08, 5.913112E+08, 6.072043E+08, 6.234311E+08, 6.399973E+08, 6.569072E+08, 6.741666E+08, 6.917803E+08, 7.097538E+08, 7.280923E+08, 7.468014E+08, 7.658867E+08, 7.853528E+08, 8.052060E+08, 8.254517E+08, 8.460953E+08, 8.671429E+08, 8.885996E+08, 9.104718E+08, 9.327650E+08, 9.554851E+08, 9.786380E+08, 1.002230E+09, 1.026267E+09, 1.050754E+09, 1.075698E+09, 1.101107E+09, 1.126984E+09, 1.153337E+09, ]) # ---------------------- M = 4, I = 1 --------------------------- M = 4 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.834054E+01, 3.016016E+02, 6.001924E+02, 8.988074E+02, 1.197498E+03, 1.496709E+03, 1.797823E+03, 2.103285E+03, 2.416237E+03, 2.740046E+03, 3.077980E+03, 3.433067E+03, 3.808070E+03, 4.205517E+03, 4.627758E+03, 5.077011E+03, 5.555411E+03, 6.065047E+03, 6.607987E+03, 7.186308E+03, 7.802105E+03, 8.457512E+03, 9.154706E+03, 9.895923E+03, 1.068346E+04, 1.151968E+04, 1.240701E+04, 1.334798E+04, 1.434516E+04, 1.540125E+04, 1.651898E+04, 1.770123E+04, 1.895091E+04, 2.027106E+04, 2.166480E+04, 2.313534E+04, 2.468602E+04, 2.632023E+04, 2.804150E+04, 2.985343E+04, 3.175977E+04, 3.376432E+04, 3.587102E+04, 3.808392E+04, 4.040717E+04, 4.284502E+04, 4.540186E+04, 4.808216E+04, 5.089054E+04, 5.383169E+04, 5.691045E+04, 6.013176E+04, 6.350068E+04, 6.702236E+04, 7.070211E+04, 7.454531E+04, 7.855746E+04, 8.274419E+04, 8.711122E+04, 9.166437E+04, 9.640958E+04, 1.013529E+05, 1.065004E+05, 1.118584E+05, 1.174331E+05, 1.232310E+05, 1.292585E+05, 1.355222E+05, 1.420287E+05, 1.487848E+05, 1.557971E+05, 1.630726E+05, 1.706179E+05, 1.784402E+05, 1.865463E+05, 1.949432E+05, 2.036378E+05, 2.126373E+05, 2.219487E+05, 2.315789E+05, 2.415351E+05, 2.518242E+05, 2.624534E+05, 2.734295E+05, 2.847595E+05, 2.964505E+05, 3.085092E+05, 3.209425E+05, 3.337573E+05, 3.469602E+05, 3.605579E+05, 3.745571E+05, 3.889642E+05, 4.037857E+05, 4.190280E+05, 4.346973E+05, 4.507998E+05, 4.673415E+05, 4.843284E+05, 5.017665E+05, 5.196613E+05, 5.380185E+05, 5.568437E+05, 5.761421E+05, 5.959191E+05, 6.161798E+05, 6.369291E+05, 6.581719E+05, 6.799128E+05, 7.021566E+05, 7.249075E+05, 7.481698E+05, 7.719478E+05, 7.962454E+05, 8.210663E+05, 8.464145E+05, 8.722932E+05, 8.987061E+05, 9.256562E+05, 9.531467E+05, 9.811806E+05, 1.009761E+06, 1.038889E+06, 1.068569E+06, 1.098803E+06, 1.129593E+06, 1.160940E+06, 1.192847E+06, 1.225316E+06, 1.258347E+06, 1.291944E+06, 1.326106E+06, 1.360835E+06, 1.396133E+06, 1.431999E+06, 1.468436E+06, 1.505443E+06, 1.543020E+06, 1.581169E+06, 1.619890E+06, 1.659183E+06, 1.699047E+06, 1.739482E+06, 1.780489E+06, 1.822067E+06, 1.864215E+06, 1.906934E+06, 1.950221E+06, 1.994077E+06, 2.038500E+06, 2.083489E+06, 2.129044E+06, 2.175162E+06, 2.221843E+06, 2.269086E+06, 2.316888E+06, 2.365247E+06, 2.414164E+06, 2.463635E+06, 2.513658E+06, 2.564232E+06, 2.615355E+06, 2.667024E+06, 2.719237E+06, 2.771992E+06, 2.825287E+06, 2.879119E+06, 2.933486E+06, 2.988385E+06, 3.043814E+06, 3.099769E+06, 3.156248E+06, 3.213249E+06, 3.270768E+06, 3.328803E+06, 3.387350E+06, 3.446406E+06, 3.505969E+06, 3.566036E+06, 3.626603E+06, 3.687666E+06, 3.749224E+06, 3.811272E+06, 3.873807E+06, 3.936826E+06, 4.000325E+06, 4.064302E+06, 4.128752E+06, 4.193672E+06, 4.259058E+06, 4.324908E+06, 4.391217E+06, 4.457982E+06, 4.525200E+06, 4.592866E+06, 4.660977E+06, 4.729530E+06, 4.798520E+06, 4.867944E+06, 4.937799E+06, 5.008080E+06, 5.078784E+06, 5.149907E+06, 5.221446E+06, 5.293396E+06, 5.365753E+06, 5.438515E+06, 5.511677E+06, 5.585236E+06, 5.659187E+06, 5.733527E+06, 5.808252E+06, 5.883358E+06, 5.958842E+06, 6.034699E+06, 6.110926E+06, 6.187520E+06, 6.264475E+06, 6.341789E+06, 6.419458E+06, 6.497478E+06, 6.575844E+06, 6.654554E+06, 6.733604E+06, 6.812990E+06, 6.892708E+06, 6.972754E+06, 7.053125E+06, 7.133816E+06, 7.214826E+06, 7.296148E+06, 7.377781E+06, 7.459719E+06, 7.541961E+06, 7.624501E+06, 7.707336E+06, 7.790463E+06, 7.873879E+06, 7.957578E+06, 8.041559E+06, 8.125817E+06, 8.210349E+06, 8.295151E+06, 8.380220E+06, 8.465552E+06, 8.551144E+06, 8.636993E+06, 8.723094E+06, 8.809445E+06, 8.896042E+06, 8.982882E+06, ]) # ---------------------- M = 4, I = 2 --------------------------- M = 4 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.222856E+01, 2.011405E+02, 4.003536E+02, 5.996615E+02, 7.991092E+02, 9.990614E+02, 1.200554E+03, 1.405397E+03, 1.615831E+03, 1.834200E+03, 2.062784E+03, 2.303629E+03, 2.558624E+03, 2.829471E+03, 3.117766E+03, 3.425050E+03, 3.752753E+03, 4.102350E+03, 4.475234E+03, 4.872840E+03, 5.296650E+03, 5.748165E+03, 6.228913E+03, 6.740417E+03, 7.284339E+03, 7.862305E+03, 8.476054E+03, 9.127358E+03, 9.818007E+03, 1.054988E+04, 1.132500E+04, 1.214527E+04, 1.301286E+04, 1.392980E+04, 1.489831E+04, 1.592072E+04, 1.699933E+04, 1.813650E+04, 1.933465E+04, 2.059648E+04, 2.192444E+04, 2.332135E+04, 2.478986E+04, 2.633284E+04, 2.795313E+04, 2.965383E+04, 3.143800E+04, 3.330869E+04, 3.526918E+04, 3.732275E+04, 3.947275E+04, 4.172267E+04, 4.407610E+04, 4.653671E+04, 4.910823E+04, 5.179425E+04, 5.459898E+04, 5.752616E+04, 6.058007E+04, 6.376470E+04, 6.708449E+04, 7.054360E+04, 7.414663E+04, 7.789815E+04, 8.180281E+04, 8.586522E+04, 9.009033E+04, 9.448303E+04, 9.904846E+04, 1.037917E+05, 1.087180E+05, 1.138327E+05, 1.191414E+05, 1.246497E+05, 1.303630E+05, 1.362872E+05, 1.424284E+05, 1.487924E+05, 1.553853E+05, 1.622135E+05, 1.692834E+05, 1.766012E+05, 1.841737E+05, 1.920075E+05, 2.001097E+05, 2.084867E+05, 2.171461E+05, 2.260948E+05, 2.353401E+05, 2.448897E+05, 2.547509E+05, 2.649314E+05, 2.754390E+05, 2.862820E+05, 2.974681E+05, 3.090057E+05, 3.209029E+05, 3.331687E+05, 3.458111E+05, 3.588390E+05, 3.722616E+05, 3.860877E+05, 4.003264E+05, 4.149873E+05, 4.300793E+05, 4.456126E+05, 4.615966E+05, 4.780413E+05, 4.949566E+05, 5.123527E+05, 5.302399E+05, 5.486289E+05, 5.675301E+05, 5.869545E+05, 6.069124E+05, 6.274157E+05, 6.484752E+05, 6.701022E+05, 6.923088E+05, 7.151059E+05, 7.385061E+05, 7.625212E+05, 7.871631E+05, 8.124445E+05, 8.383776E+05, 8.649755E+05, 8.922511E+05, 9.202168E+05, 9.488864E+05, 9.782731E+05, 1.008390E+06, 1.039252E+06, 1.070871E+06, 1.103263E+06, 1.136442E+06, 1.170421E+06, 1.205216E+06, 1.240841E+06, 1.277312E+06, 1.314642E+06, 1.352849E+06, 1.391947E+06, 1.431951E+06, 1.472878E+06, 1.514745E+06, 1.557566E+06, 1.601359E+06, 1.646140E+06, 1.691926E+06, 1.738734E+06, 1.786582E+06, 1.835486E+06, 1.885465E+06, 1.936536E+06, 1.988717E+06, 2.042026E+06, 2.096482E+06, 2.152104E+06, 2.208910E+06, 2.266919E+06, 2.326151E+06, 2.386625E+06, 2.448361E+06, 2.511378E+06, 2.575697E+06, 2.641338E+06, 2.708322E+06, 2.776668E+06, 2.846400E+06, 2.917536E+06, 2.990100E+06, 3.064111E+06, 3.139593E+06, 3.216567E+06, 3.295056E+06, 3.375082E+06, ]) # ---------------------- M = 4, I = 3 --------------------------- M = 4 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.256526E+01, 2.080869E+02, 4.142500E+02, 6.205111E+02, 8.269083E+02, 1.033772E+03, 1.242093E+03, 1.453602E+03, 1.670525E+03, 1.895214E+03, 2.129981E+03, 2.376914E+03, 2.637982E+03, 2.914901E+03, 3.209368E+03, 3.522887E+03, 3.857001E+03, 4.213185E+03, 4.592889E+03, 4.997581E+03, 5.428733E+03, 5.887874E+03, 6.376560E+03, 6.896343E+03, 7.448865E+03, 8.035829E+03, 8.658960E+03, 9.319999E+03, 1.002082E+04, 1.076333E+04, 1.154942E+04, 1.238119E+04, 1.326072E+04, 1.419008E+04, 1.517143E+04, 1.620721E+04, 1.729969E+04, 1.845127E+04, 1.966438E+04, 2.094161E+04, 2.228561E+04, 2.369906E+04, 2.518473E+04, 2.674545E+04, 2.838410E+04, 3.010380E+04, 3.190749E+04, 3.379832E+04, 3.577964E+04, 3.785476E+04, 4.002697E+04, 4.229982E+04, 4.467683E+04, 4.716170E+04, 4.975823E+04, 5.247004E+04, 5.530117E+04, 5.825564E+04, 6.133755E+04, 6.455106E+04, 6.790052E+04, 7.139005E+04, 7.502442E+04, 7.880813E+04, 8.274562E+04, 8.684195E+04, 9.110174E+04, 9.553009E+04, 1.001320E+05, 1.049128E+05, 1.098775E+05, 1.150316E+05, 1.203805E+05, 1.259299E+05, 1.316857E+05, 1.376532E+05, 1.438385E+05, 1.502479E+05, 1.568873E+05, 1.637628E+05, 1.708812E+05, 1.782486E+05, 1.858719E+05, 1.937574E+05, 2.019124E+05, 2.103435E+05, 2.190582E+05, 2.280632E+05, 2.373661E+05, 2.469743E+05, 2.568955E+05, 2.671372E+05, 2.777073E+05, 2.886138E+05, 2.998648E+05, 3.114686E+05, 3.234334E+05, 3.357677E+05, 3.484802E+05, 3.615796E+05, 3.750749E+05, 3.889752E+05, 4.032894E+05, 4.180269E+05, 4.331973E+05, 4.488102E+05, 4.648751E+05, 4.814022E+05, 4.984014E+05, 5.158830E+05, 5.338571E+05, 5.523341E+05, 5.713253E+05, 5.908406E+05, 6.108916E+05, 6.314891E+05, 6.526444E+05, 6.743689E+05, 6.966742E+05, 7.195719E+05, 7.430743E+05, 7.671928E+05, 7.919402E+05, 8.173284E+05, 8.433701E+05, 8.700783E+05, 8.974653E+05, 9.255449E+05, 9.543294E+05, 9.838329E+05, 1.014069E+06, 1.045050E+06, 1.076792E+06, 1.109308E+06, 1.142611E+06, 1.176718E+06, 1.211642E+06, 1.247397E+06, 1.284000E+06, 1.321465E+06, 1.359807E+06, 1.399043E+06, 1.439187E+06, 1.480256E+06, 1.522265E+06, 1.565232E+06, 1.609171E+06, 1.654101E+06, 1.700038E+06, 1.746998E+06, 1.795000E+06, 1.844060E+06, 1.894197E+06, 1.945428E+06, 1.997770E+06, 2.051243E+06, 2.105865E+06, 2.161654E+06, 2.218630E+06, 2.276810E+06, 2.336216E+06, 2.396864E+06, 2.458777E+06, 2.521974E+06, 2.586474E+06, 2.652298E+06, 2.719466E+06, 2.788000E+06, 2.857920E+06, 2.929247E+06, 3.002003E+06, 3.076209E+06, 3.151888E+06, 3.229061E+06, 3.307750E+06, 3.387980E+06, ]) # ---------------------- M = 4, I = 4 --------------------------- M = 4 I = 4 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.920009E+01, 3.193816E+02, 6.358818E+02, 9.525320E+02, 1.269392E+03, 1.586983E+03, 1.906819E+03, 2.231621E+03, 2.564811E+03, 2.910018E+03, 3.270780E+03, 3.650417E+03, 4.051873E+03, 4.477876E+03, 4.931017E+03, 5.413766E+03, 5.928387E+03, 6.477164E+03, 7.062454E+03, 7.686493E+03, 8.351633E+03, 9.060190E+03, 9.814583E+03, 1.061722E+04, 1.147081E+04, 1.237778E+04, 1.334087E+04, 1.436287E+04, 1.544662E+04, 1.659506E+04, 1.781131E+04, 1.909836E+04, 2.045953E+04, 2.189821E+04, 2.341770E+04, 2.502151E+04, 2.671353E+04, 2.849723E+04, 3.037651E+04, 3.235551E+04, 3.443819E+04, 3.662862E+04, 3.893132E+04, 4.135055E+04, 4.389090E+04, 4.655709E+04, 4.935379E+04, 5.228607E+04, 5.535866E+04, 5.857697E+04, 6.194628E+04, 6.547190E+04, 6.915948E+04, 7.301461E+04, 7.704295E+04, 8.125083E+04, 8.564401E+04, 9.022885E+04, 9.501173E+04, 9.999909E+04, 1.051977E+05, 1.106143E+05, 1.162557E+05, 1.221292E+05, 1.282420E+05, 1.346015E+05, 1.412153E+05, 1.480910E+05, 1.552365E+05, 1.626599E+05, 1.703693E+05, 1.783731E+05, 1.866800E+05, 1.952985E+05, 2.042375E+05, 2.135062E+05, 2.231135E+05, 2.330688E+05, 2.433819E+05, 2.540625E+05, 2.651203E+05, 2.765653E+05, 2.884082E+05, 3.006592E+05, 3.133289E+05, 3.264282E+05, 3.399683E+05, 3.539598E+05, 3.684149E+05, 3.833445E+05, 3.987610E+05, 4.146759E+05, 4.311017E+05, 4.480505E+05, 4.655352E+05, 4.835685E+05, 5.021632E+05, 5.213328E+05, 5.410906E+05, 5.614503E+05, 5.824256E+05, 6.040307E+05, 6.262797E+05, 6.491874E+05, 6.727680E+05, 6.970374E+05, 7.220099E+05, 7.477012E+05, 7.741267E+05, 8.013024E+05, 8.292446E+05, 8.579696E+05, 8.874938E+05, 9.178335E+05, 9.490066E+05, 9.810301E+05, 1.013921E+06, 1.047698E+06, 1.082378E+06, 1.117980E+06, 1.154522E+06, 1.192024E+06, 1.230503E+06, 1.269980E+06, 1.310473E+06, 1.352004E+06, 1.394590E+06, 1.438254E+06, 1.483015E+06, 1.528894E+06, 1.575913E+06, 1.624092E+06, 1.673454E+06, 1.724020E+06, 1.775813E+06, 1.828855E+06, 1.883168E+06, 1.938776E+06, 1.995702E+06, 2.053969E+06, 2.113602E+06, 2.174624E+06, 2.237060E+06, 2.300936E+06, 2.366274E+06, 2.433103E+06, 2.501445E+06, 2.571329E+06, 2.642780E+06, 2.715823E+06, 2.790487E+06, 2.866799E+06, 2.944785E+06, 3.024473E+06, 3.105892E+06, 3.189071E+06, 3.274037E+06, 3.360820E+06, 3.449449E+06, 3.539953E+06, 3.632364E+06, 3.726710E+06, 3.823023E+06, 3.921334E+06, 4.021673E+06, 4.124073E+06, 4.228565E+06, 4.335183E+06, 4.443957E+06, 4.554922E+06, 4.668111E+06, 4.783556E+06, 4.901294E+06, 5.021357E+06, 5.143780E+06, 5.268599E+06, ]) # ---------------------- M = 4, I = 5 --------------------------- M = 4 I = 5 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.126859E+02, 1.864509E+03, 3.711701E+03, 5.559770E+03, 7.409060E+03, 9.262436E+03, 1.112884E+04, 1.302350E+04, 1.496642E+04, 1.697860E+04, 1.908053E+04, 2.129100E+04, 2.362782E+04, 2.610612E+04, 2.874132E+04, 3.154718E+04, 3.453696E+04, 3.772415E+04, 4.112140E+04, 4.474253E+04, 4.860004E+04, 5.270834E+04, 5.708061E+04, 6.173070E+04, 6.667417E+04, 7.192540E+04, 7.749930E+04, 8.341287E+04, 8.968139E+04, 9.632295E+04, 1.033539E+05, 1.107929E+05, 1.186581E+05, 1.269691E+05, 1.357447E+05, 1.450058E+05, 1.547736E+05, 1.650686E+05, 1.759141E+05, 1.873318E+05, 1.993451E+05, 2.119782E+05, 2.252566E+05, 2.392045E+05, 2.538486E+05, 2.692152E+05, 2.853310E+05, 3.022263E+05, 3.199273E+05, 3.384653E+05, 3.578704E+05, 3.781728E+05, 3.994046E+05, 4.215990E+05, 4.447877E+05, 4.690061E+05, 4.942895E+05, 5.206713E+05, 5.481903E+05, 5.768826E+05, 6.067872E+05, 6.379417E+05, 6.703877E+05, 7.041640E+05, 7.393128E+05, 7.758767E+05, 8.138982E+05, 8.534227E+05, 8.944954E+05, 9.371609E+05, 9.814658E+05, 1.027460E+06, 1.075192E+06, 1.124709E+06, 1.176064E+06, 1.229308E+06, 1.284495E+06, 1.341676E+06, 1.400908E+06, 1.462245E+06, 1.525743E+06, 1.591463E+06, 1.659462E+06, 1.729799E+06, 1.802536E+06, 1.877734E+06, 1.955456E+06, 2.035768E+06, 2.118733E+06, 2.204417E+06, 2.292890E+06, 2.384219E+06, 2.478473E+06, 2.575724E+06, 2.676044E+06, 2.779507E+06, 2.886184E+06, 2.996153E+06, 3.109493E+06, 3.226277E+06, 3.346586E+06, 3.470502E+06, 3.598108E+06, 3.729483E+06, 3.864712E+06, 4.003881E+06, 4.147080E+06, 4.294392E+06, 4.445907E+06, 4.601719E+06, 4.761916E+06, 4.926595E+06, 5.095849E+06, 5.269773E+06, 5.448463E+06, 5.632024E+06, 5.820548E+06, 6.014144E+06, 6.212908E+06, 6.416949E+06, 6.626371E+06, 6.841280E+06, 7.061789E+06, 7.288003E+06, 7.520035E+06, 7.758000E+06, 8.002011E+06, 8.252184E+06, 8.508638E+06, 8.771489E+06, 9.040859E+06, 9.316869E+06, 9.599643E+06, 9.889311E+06, 1.018599E+07, 1.048982E+07, 1.080092E+07, 1.111943E+07, 1.144548E+07, 1.177920E+07, 1.212074E+07, 1.247022E+07, 1.282778E+07, 1.319359E+07, 1.356776E+07, 1.395045E+07, 1.434180E+07, 1.474197E+07, 1.515110E+07, 1.556933E+07, 1.599684E+07, 1.643377E+07, 1.688027E+07, 1.733652E+07, 1.780266E+07, 1.827886E+07, 1.876528E+07, 1.926210E+07, 1.976946E+07, 2.028756E+07, 2.081655E+07, 2.135661E+07, 2.190792E+07, 2.247066E+07, 2.304498E+07, 2.363109E+07, 2.422917E+07, 2.483940E+07, 2.546196E+07, 2.609704E+07, 2.674484E+07, 2.740554E+07, 2.807935E+07, 2.876645E+07, 2.946704E+07, 3.018133E+07, ]) # ---------------------- M = 5, I = 1 --------------------------- M = 5 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[3] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.011870E+00, 7.573520E+00, 1.480009E+01, 2.203056E+01, 2.926249E+01, 3.649540E+01, 4.372913E+01, 5.096362E+01, 5.819883E+01, 6.543475E+01, 7.267137E+01, 7.990872E+01, 8.714687E+01, 9.438597E+01, 1.016263E+02, 1.088684E+02, 1.161130E+02, 1.233610E+02, 1.306138E+02, 1.378730E+02, 1.451405E+02, 1.524185E+02, 1.597093E+02, 1.670157E+02, 1.743404E+02, 1.816863E+02, 1.890565E+02, 1.964539E+02, 2.038817E+02, 2.113428E+02, 2.188405E+02, 2.263775E+02, 2.339567E+02, 2.415811E+02, 2.492532E+02, 2.569757E+02, 2.647511E+02, 2.725817E+02, 2.804698E+02, 2.884176E+02, 2.964271E+02, 3.045004E+02, 3.126391E+02, 3.208450E+02, 3.291199E+02, 3.374652E+02, 3.458824E+02, 3.543729E+02, 3.629381E+02, 3.715790E+02, 3.802970E+02, 3.890930E+02, 3.979682E+02, 4.069234E+02, 4.159597E+02, 4.250779E+02, 4.342787E+02, 4.435630E+02, 4.529316E+02, 4.623850E+02, 4.719240E+02, 4.815492E+02, 4.912611E+02, 5.010603E+02, 5.109473E+02, 5.209227E+02, 5.309869E+02, 5.411404E+02, 5.513836E+02, 5.617168E+02, 5.721405E+02, 5.826552E+02, 5.932609E+02, 6.039583E+02, 6.147475E+02, 6.256289E+02, 6.366028E+02, 6.476694E+02, 6.588291E+02, 6.700820E+02, 6.814285E+02, 6.928687E+02, 7.044030E+02, 7.160315E+02, 7.277544E+02, 7.395719E+02, 7.514843E+02, 7.634917E+02, 7.755944E+02, 7.877924E+02, 8.000860E+02, 8.124754E+02, 8.249606E+02, 8.375419E+02, 8.502194E+02, 8.629933E+02, 8.758637E+02, 8.888307E+02, 9.018945E+02, 9.150553E+02, 9.283131E+02, 9.416680E+02, 9.551203E+02, 9.686700E+02, 9.823173E+02, 9.960622E+02, 1.009905E+03, 1.023845E+03, 1.037884E+03, 1.052021E+03, 1.066256E+03, 1.080589E+03, 1.095020E+03, 1.109551E+03, 1.124179E+03, 1.138907E+03, 1.153733E+03, 1.168658E+03, 1.183682E+03, 1.198806E+03, 1.214028E+03, 1.229350E+03, 1.244771E+03, 1.260292E+03, 1.275912E+03, 1.291632E+03, 1.307451E+03, 1.323370E+03, 1.339390E+03, 1.355509E+03, 1.371728E+03, 1.388047E+03, 1.404467E+03, 1.420987E+03, 1.437607E+03, 1.454327E+03, 1.471149E+03, 1.488070E+03, 1.505093E+03, 1.522216E+03, 1.539440E+03, 1.556765E+03, 1.574191E+03, 1.591718E+03, 1.609346E+03, 1.627076E+03, 1.644907E+03, 1.662839E+03, 1.680872E+03, 1.699007E+03, 1.717244E+03, 1.735582E+03, 1.754022E+03, 1.772564E+03, 1.791208E+03, 1.809954E+03, 1.828801E+03, 1.847751E+03, 1.866803E+03, 1.885957E+03, 1.905214E+03, 1.924573E+03, 1.944034E+03, 1.963598E+03, 1.983264E+03, 2.003034E+03, 2.022906E+03, 2.042880E+03, 2.062958E+03, 2.083138E+03, 2.103422E+03, 2.123809E+03, 2.144299E+03, 2.164892E+03, 2.185588E+03, 2.206388E+03, 2.227291E+03, 2.248298E+03, 2.269408E+03, 2.290622E+03, 2.311939E+03, 2.333361E+03, 2.354886E+03, 2.376515E+03, 2.398249E+03, 2.420086E+03, 2.442027E+03, 2.464073E+03, 2.486223E+03, 2.508477E+03, 2.530836E+03, 2.553299E+03, 2.575867E+03, 2.598539E+03, 2.621316E+03, 2.644198E+03, 2.667185E+03, 2.690276E+03, 2.713473E+03, 2.736775E+03, 2.760181E+03, 2.783693E+03, 2.807310E+03, 2.831033E+03, 2.854861E+03, 2.878794E+03, 2.902833E+03, 2.926977E+03, 2.951227E+03, 2.975583E+03, 3.000045E+03, 3.024612E+03, 3.049286E+03, 3.074065E+03, 3.098951E+03, 3.123943E+03, 3.149041E+03, 3.174245E+03, 3.199555E+03, 3.224973E+03, 3.250496E+03, 3.276126E+03, 3.301863E+03, 3.327706E+03, 3.353657E+03, 3.379714E+03, 3.405878E+03, 3.432149E+03, 3.458527E+03, 3.485012E+03, 3.511605E+03, 3.538304E+03, 3.565111E+03, 3.592026E+03, 3.619048E+03, 3.646177E+03, 3.673414E+03, 3.700759E+03, 3.728212E+03, 3.755772E+03, 3.783440E+03, 3.811216E+03, 3.839101E+03, 3.867093E+03, 3.895193E+03, 3.923402E+03, 3.951719E+03, 3.980145E+03, 4.008679E+03, 4.037321E+03, 4.066072E+03, 4.094932E+03, 4.123900E+03, 4.152977E+03, 4.182163E+03, 4.211458E+03, 4.240862E+03, 4.270375E+03, 4.299997E+03, 4.329729E+03, 4.359569E+03, 4.389519E+03, 4.419579E+03, 4.449747E+03, 4.480026E+03, 4.510414E+03, 4.540912E+03, 4.571519E+03, 4.602236E+03, 4.633064E+03, 4.664001E+03, 4.695048E+03, 4.726205E+03, 4.757472E+03, 4.788850E+03, 4.820338E+03, 4.851936E+03, 4.883645E+03, 4.915464E+03, 4.947394E+03, 4.979434E+03, 5.011585E+03, 5.043847E+03, 5.076220E+03, 5.108703E+03, 5.141298E+03, 5.174003E+03, 5.206820E+03, 5.239748E+03, 5.272787E+03, 5.305937E+03, 5.339199E+03, 5.372572E+03, 5.406056E+03, 5.439652E+03, 5.473360E+03, 5.507179E+03, 5.541110E+03, 5.575153E+03, 5.609308E+03, 5.643574E+03, 5.677953E+03, 5.712444E+03, 5.747047E+03, 5.781762E+03, 5.816589E+03, 5.851528E+03, 5.886580E+03, 5.921745E+03, 5.957021E+03, 5.992411E+03, 6.027913E+03, 6.063527E+03, 6.099255E+03, 6.135095E+03, 6.171048E+03, 6.207114E+03, 6.243293E+03, 6.279585E+03, 6.315990E+03, 6.352508E+03, 6.389140E+03, 6.425885E+03, 6.462743E+03, 6.499714E+03, 6.536799E+03, 6.573998E+03, 6.611310E+03, 6.648735E+03, 6.686275E+03, 6.723928E+03, 6.761694E+03, 6.799575E+03, 6.837570E+03, 6.875678E+03, 6.913901E+03, 6.952238E+03, 6.990688E+03, 7.029253E+03, 7.067933E+03, 7.106726E+03, 7.145634E+03, 7.184656E+03, 7.223793E+03, 7.263044E+03, 7.302410E+03, 7.341891E+03, 7.381486E+03, 7.421195E+03, 7.461020E+03, 7.500959E+03, 7.541014E+03, 7.581183E+03, 7.621467E+03, 7.661866E+03, 7.702380E+03, 7.743010E+03, 7.783754E+03, 7.824614E+03, 7.865589E+03, 7.906680E+03, 7.947885E+03, 7.989206E+03, 8.030643E+03, 8.072195E+03, 8.113863E+03, 8.155646E+03, 8.197545E+03, 8.239560E+03, 8.281690E+03, 8.323936E+03, 8.366298E+03, 8.408776E+03, 8.451369E+03, 8.494079E+03, 8.536905E+03, 8.579847E+03, 8.622904E+03, 8.666078E+03, 8.709368E+03, 8.752775E+03, 8.796297E+03, 8.839936E+03, 8.883691E+03, 8.927563E+03, 8.971551E+03, 9.015655E+03, 9.059876E+03, 9.104213E+03, 9.148667E+03, 9.193238E+03, 9.237925E+03, 9.282729E+03, 9.327650E+03, 9.372687E+03, 9.417841E+03, 9.463112E+03, 9.508500E+03, 9.554005E+03, 9.599626E+03, 9.645365E+03, 9.691221E+03, 9.737193E+03, 9.783283E+03, 9.829489E+03, 9.875813E+03, 9.922254E+03, 9.968812E+03, 1.001549E+04, 1.006228E+04, 1.010919E+04, 1.015622E+04, 1.020336E+04, 1.025062E+04, 1.029800E+04, 1.034550E+04, 1.039311E+04, 1.044085E+04, 1.048869E+04, 1.053666E+04, 1.058475E+04, 1.063295E+04, 1.068127E+04, 1.072970E+04, 1.077826E+04, 1.082693E+04, 1.087572E+04, 1.092463E+04, 1.097365E+04, 1.102280E+04, 1.107206E+04, 1.112144E+04, 1.117093E+04, 1.122055E+04, 1.127028E+04, 1.132013E+04, 1.137010E+04, 1.142018E+04, 1.147039E+04, 1.152071E+04, 1.157115E+04, 1.162170E+04, 1.167238E+04, 1.172317E+04, 1.177409E+04, 1.182512E+04, 1.187626E+04, 1.192753E+04, 1.197891E+04, 1.203042E+04, 1.208204E+04, ]) # ---------------------- M = 5, I = 2 --------------------------- M = 5 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[3] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.030290E+00, 1.581148E+01, 3.093044E+01, 4.605695E+01, 6.118637E+01, 7.631778E+01, 9.145088E+01, 1.065855E+02, 1.217217E+02, 1.368594E+02, 1.519985E+02, 1.671392E+02, 1.822816E+02, 1.974261E+02, 2.125736E+02, 2.277251E+02, 2.428826E+02, 2.580484E+02, 2.732257E+02, 2.884181E+02, 3.036302E+02, 3.188669E+02, 3.341338E+02, 3.494367E+02, 3.647819E+02, 3.801760E+02, 3.956256E+02, 4.111372E+02, 4.267178E+02, 4.423738E+02, 4.581119E+02, 4.739383E+02, 4.898593E+02, 5.058809E+02, 5.220087E+02, 5.382483E+02, 5.546050E+02, 5.710838E+02, 5.876893E+02, 6.044262E+02, 6.212987E+02, 6.383109E+02, 6.554665E+02, 6.727693E+02, 6.902226E+02, 7.078295E+02, 7.255932E+02, 7.435165E+02, 7.616020E+02, 7.798524E+02, 7.982699E+02, 8.168568E+02, 8.356152E+02, 8.545471E+02, 8.736544E+02, 8.929388E+02, 9.124020E+02, 9.320457E+02, 9.518712E+02, 9.718800E+02, 9.920733E+02, 1.012453E+03, 1.033019E+03, 1.053773E+03, 1.074717E+03, 1.095851E+03, 1.117176E+03, 1.138693E+03, 1.160404E+03, 1.182308E+03, 1.204406E+03, 1.226700E+03, 1.249191E+03, 1.271877E+03, 1.294762E+03, 1.317844E+03, 1.341125E+03, 1.364605E+03, 1.388285E+03, 1.412165E+03, 1.436246E+03, 1.460528E+03, 1.485012E+03, 1.509698E+03, 1.534586E+03, 1.559678E+03, 1.584973E+03, 1.610472E+03, 1.636175E+03, 1.662083E+03, 1.688195E+03, 1.714513E+03, 1.741037E+03, 1.767766E+03, 1.794701E+03, 1.821843E+03, 1.849192E+03, 1.876748E+03, 1.904512E+03, 1.932483E+03, 1.960662E+03, 1.989049E+03, 2.017644E+03, 2.046449E+03, 2.075462E+03, 2.104685E+03, 2.134116E+03, 2.163758E+03, 2.193609E+03, 2.223671E+03, 2.253943E+03, 2.284425E+03, 2.315119E+03, 2.346023E+03, 2.377138E+03, 2.408465E+03, 2.440003E+03, 2.471753E+03, 2.503715E+03, 2.535889E+03, 2.568276E+03, 2.600875E+03, 2.633687E+03, 2.666711E+03, 2.699949E+03, 2.733400E+03, 2.767065E+03, 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1.513439E+04, 1.521740E+04, 1.530066E+04, 1.538416E+04, 1.546791E+04, 1.555190E+04, 1.563614E+04, 1.572061E+04, 1.580534E+04, 1.589030E+04, 1.597551E+04, 1.606097E+04, 1.614667E+04, 1.623262E+04, 1.631881E+04, 1.640524E+04, 1.649192E+04, 1.657885E+04, 1.666602E+04, 1.675344E+04, 1.684110E+04, 1.692901E+04, 1.701716E+04, 1.710556E+04, 1.719420E+04, 1.728309E+04, 1.737222E+04, 1.746161E+04, 1.755123E+04, 1.764111E+04, 1.773123E+04, 1.782159E+04, 1.791221E+04, 1.800306E+04, 1.809417E+04, 1.818552E+04, 1.827712E+04, 1.836897E+04, 1.846106E+04, 1.855340E+04, 1.864598E+04, 1.873882E+04, 1.883190E+04, 1.892522E+04, 1.901880E+04, 1.911262E+04, 1.920669E+04, 1.930100E+04, 1.939557E+04, 1.949038E+04, 1.958544E+04, 1.968074E+04, 1.977629E+04, 1.987210E+04, 1.996815E+04, 2.006444E+04, 2.016099E+04, 2.025778E+04, 2.035482E+04, 2.045211E+04, 2.054965E+04, 2.064743E+04, 2.074547E+04, 2.084375E+04, 2.094228E+04, 2.104106E+04, 2.114008E+04, 2.123936E+04, 2.133888E+04, 2.143865E+04, 2.153867E+04, 2.163894E+04, 2.173946E+04, 2.184022E+04, 2.194124E+04, 2.204250E+04, 2.214402E+04, 2.224578E+04, 2.234779E+04, 2.245005E+04, 2.255255E+04, 2.265531E+04, 2.275832E+04, 2.286157E+04, 2.296507E+04, 2.306883E+04, 2.317283E+04, 2.327708E+04, 2.338158E+04, 2.348633E+04, 2.359133E+04, 2.369657E+04, 2.380207E+04, 2.390782E+04, 2.401381E+04, 2.412006E+04, 2.422655E+04, 2.433329E+04, 2.444028E+04, 2.454752E+04, 2.465502E+04, 2.476276E+04, 2.487074E+04, 2.497898E+04, 2.508747E+04, 2.519621E+04, 2.530519E+04, 2.541443E+04, 2.552392E+04, 2.563365E+04, 2.574363E+04, ]) # ---------------------- M = 5, I = 3 --------------------------- M = 5 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[3] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.015450E+00, 7.934590E+00, 1.552296E+01, 2.311511E+01, 3.070871E+01, 3.830330E+01, 4.589875E+01, 5.349498E+01, 6.109197E+01, 6.868969E+01, 7.628815E+01, 8.388739E+01, 9.148750E+01, 9.908871E+01, 1.066914E+02, 1.142961E+02, 1.219039E+02, 1.295159E+02, 1.371337E+02, 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1.266580E+04, 1.272059E+04, 1.277550E+04, 1.283053E+04, 1.288570E+04, 1.294098E+04, ]) # ---------------------- M = 5, I = 4 --------------------------- M = 5 I = 4 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[3] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.081920E+00, 4.656398E+01, 9.104865E+01, 1.355563E+02, 1.800726E+02, 2.245949E+02, 2.691223E+02, 3.136542E+02, 3.581906E+02, 4.027313E+02, 4.472763E+02, 4.918259E+02, 5.363805E+02, 5.809412E+02, 6.255100E+02, 6.700904E+02, 7.146872E+02, 7.593070E+02, 8.039587E+02, 8.486526E+02, 8.934013E+02, 9.382189E+02, 9.831211E+02, 1.028125E+03, 1.073248E+03, 1.118509E+03, 1.163927E+03, 1.209521E+03, 1.255311E+03, 1.301316E+03, 1.347555E+03, 1.394046E+03, 1.440807E+03, 1.487857E+03, 1.535211E+03, 1.582885E+03, 1.630896E+03, 1.679258E+03, 1.727985E+03, 1.777089E+03, 1.826585E+03, 1.876483E+03, 1.926795E+03, 1.977532E+03, 2.028704E+03, 2.080320E+03, 2.132389E+03, 2.184919E+03, 2.237919E+03, 2.291396E+03, 2.345357E+03, 2.399809E+03, 2.454758E+03, 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4.346796E+04, 4.370802E+04, 4.394880E+04, 4.419028E+04, 4.443248E+04, 4.467539E+04, 4.491901E+04, 4.516335E+04, 4.540839E+04, 4.565415E+04, 4.590062E+04, 4.614781E+04, 4.639571E+04, 4.664432E+04, 4.689365E+04, 4.714369E+04, 4.739445E+04, 4.764592E+04, 4.789811E+04, 4.815101E+04, 4.840463E+04, 4.865897E+04, 4.891402E+04, 4.916979E+04, 4.942627E+04, 4.968348E+04, 4.994140E+04, 5.020004E+04, 5.045939E+04, 5.071947E+04, 5.098026E+04, 5.124178E+04, 5.150401E+04, 5.176696E+04, 5.203063E+04, 5.229502E+04, 5.256014E+04, 5.282597E+04, 5.309252E+04, 5.335979E+04, 5.362779E+04, 5.389650E+04, 5.416594E+04, 5.443610E+04, 5.470698E+04, 5.497858E+04, 5.525091E+04, 5.552396E+04, 5.579773E+04, 5.607222E+04, 5.634744E+04, 5.662338E+04, 5.690004E+04, 5.717743E+04, 5.745555E+04, 5.773438E+04, 5.801394E+04, 5.829423E+04, 5.857524E+04, 5.885698E+04, 5.913944E+04, 5.942262E+04, 5.970654E+04, 5.999117E+04, 6.027654E+04, 6.056263E+04, 6.084944E+04, 6.113698E+04, 6.142525E+04, 6.171425E+04, 6.200397E+04, 6.229442E+04, 6.258560E+04, 6.287750E+04, 6.317013E+04, 6.346349E+04, 6.375758E+04, 6.405239E+04, 6.434794E+04, 6.464421E+04, 6.494121E+04, 6.523894E+04, 6.553739E+04, 6.583658E+04, 6.613649E+04, 6.643713E+04, 6.673850E+04, 6.704060E+04, 6.734343E+04, 6.764699E+04, 6.795128E+04, 6.825630E+04, 6.856205E+04, 6.886853E+04, 6.917573E+04, 6.948367E+04, 6.979234E+04, 7.010173E+04, 7.041186E+04, 7.072272E+04, 7.103431E+04, 7.134663E+04, 7.165967E+04, 7.197345E+04, 7.228796E+04, 7.260320E+04, 7.291917E+04, 7.323588E+04, 7.355331E+04, 7.387147E+04, 7.419036E+04, 7.450999E+04, 7.483035E+04, 7.515143E+04, ]) # ---------------------- M = 5, I = 5 --------------------------- M = 5 I = 5 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[3] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.039420E+00, 1.660365E+01, 3.251624E+01, 4.843614E+01, 6.435894E+01, 8.028378E+01, 9.621037E+01, 1.121386E+02, 1.280684E+02, 1.439997E+02, 1.599326E+02, 1.758672E+02, 1.918036E+02, 2.077426E+02, 2.236851E+02, 2.396326E+02, 2.555873E+02, 2.715523E+02, 2.875312E+02, 3.035287E+02, 3.195498E+02, 3.356005E+02, 3.516871E+02, 3.678163E+02, 3.839953E+02, 4.002313E+02, 4.165317E+02, 4.329040E+02, 4.493555E+02, 4.658935E+02, 4.825251E+02, 4.992572E+02, 5.160964E+02, 5.330491E+02, 5.501215E+02, 5.673195E+02, 5.846486E+02, 6.021141E+02, 6.197210E+02, 6.374741E+02, 6.553778E+02, 6.734364E+02, 6.916539E+02, 7.100339E+02, 7.285802E+02, 7.472958E+02, 7.661840E+02, 7.852478E+02, 8.044898E+02, 8.239127E+02, 8.435189E+02, 8.633107E+02, 8.832903E+02, 9.034597E+02, 9.238208E+02, 9.443754E+02, 9.651252E+02, 9.860718E+02, 1.007217E+03, 1.028562E+03, 1.050107E+03, 1.071856E+03, 1.093807E+03, 1.115964E+03, 1.138326E+03, 1.160895E+03, 1.183672E+03, 1.206658E+03, 1.229853E+03, 1.253259E+03, 1.276876E+03, 1.300705E+03, 1.324747E+03, 1.349002E+03, 1.373471E+03, 1.398155E+03, 1.423054E+03, 1.448169E+03, 1.473501E+03, 1.499050E+03, 1.524816E+03, 1.550800E+03, 1.577002E+03, 1.603424E+03, 1.630065E+03, 1.656925E+03, 1.684006E+03, 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1.914562E+04, 1.924309E+04, 1.934083E+04, 1.943883E+04, 1.953710E+04, 1.963563E+04, 1.973443E+04, 1.983348E+04, 1.993281E+04, 2.003239E+04, 2.013224E+04, 2.023236E+04, 2.033273E+04, 2.043338E+04, 2.053428E+04, 2.063546E+04, 2.073689E+04, 2.083859E+04, 2.094056E+04, 2.104279E+04, 2.114528E+04, 2.124804E+04, 2.135106E+04, 2.145435E+04, 2.155790E+04, 2.166172E+04, 2.176580E+04, 2.187014E+04, 2.197476E+04, 2.207963E+04, 2.218477E+04, 2.229018E+04, 2.239585E+04, 2.250178E+04, 2.260798E+04, 2.271445E+04, 2.282118E+04, 2.292817E+04, 2.303543E+04, 2.314296E+04, 2.325075E+04, 2.335880E+04, 2.346712E+04, 2.357571E+04, 2.368455E+04, 2.379367E+04, 2.390305E+04, 2.401269E+04, 2.412260E+04, 2.423278E+04, 2.434322E+04, 2.445392E+04, 2.456489E+04, 2.467613E+04, 2.478763E+04, 2.489939E+04, 2.501142E+04, 2.512372E+04, 2.523628E+04, 2.534910E+04, 2.546220E+04, 2.557555E+04, 2.568917E+04, 2.580306E+04, 2.591721E+04, 2.603162E+04, 2.614630E+04, 2.626125E+04, 2.637646E+04, 2.649193E+04, 2.660767E+04, 2.672367E+04, 2.683994E+04, 2.695648E+04, 2.707328E+04, 2.719034E+04, 2.730767E+04, 2.742526E+04, 2.754312E+04, 2.766124E+04, ]) # ---------------------- M = 5, I = 6 --------------------------- M = 5 I = 6 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[3] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.220898E+01, 9.732970E+01, 1.905089E+02, 2.837327E+02, 3.769738E+02, 4.702271E+02, 5.634907E+02, 6.567639E+02, 7.500463E+02, 8.433378E+02, 9.366383E+02, 1.029949E+03, 1.123270E+03, 1.216605E+03, 1.309959E+03, 1.403341E+03, 1.496762E+03, 1.590239E+03, 1.683792E+03, 1.777446E+03, 1.871230E+03, 1.965177E+03, 2.059322E+03, 2.153704E+03, 2.248362E+03, 2.343338E+03, 2.438674E+03, 2.534412E+03, 2.630596E+03, 2.727266E+03, 2.824463E+03, 2.922228E+03, 3.020599E+03, 3.119613E+03, 3.219306E+03, 3.319712E+03, 3.420863E+03, 3.522791E+03, 3.625525E+03, 3.729092E+03, 3.833519E+03, 3.938831E+03, 4.045052E+03, 4.152203E+03, 4.260305E+03, 4.369377E+03, 4.479439E+03, 4.590508E+03, 4.702599E+03, 4.815729E+03, 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9.119393E+04, 9.170245E+04, 9.221249E+04, 9.272404E+04, 9.323710E+04, 9.375169E+04, 9.426779E+04, 9.478540E+04, 9.530454E+04, 9.582519E+04, 9.634736E+04, 9.687105E+04, 9.739626E+04, 9.792299E+04, 9.845125E+04, 9.898102E+04, 9.951232E+04, 1.000451E+05, 1.005795E+05, 1.011153E+05, 1.016527E+05, 1.021916E+05, 1.027321E+05, 1.032740E+05, 1.038175E+05, 1.043626E+05, 1.049091E+05, 1.054572E+05, 1.060068E+05, 1.065579E+05, 1.071105E+05, 1.076647E+05, 1.082204E+05, 1.087777E+05, 1.093365E+05, 1.098968E+05, 1.104586E+05, 1.110220E+05, 1.115869E+05, 1.121533E+05, 1.127213E+05, 1.132908E+05, 1.138618E+05, 1.144344E+05, 1.150085E+05, 1.155841E+05, 1.161613E+05, 1.167400E+05, 1.173202E+05, 1.179020E+05, 1.184853E+05, 1.190701E+05, 1.196565E+05, 1.202444E+05, 1.208339E+05, 1.214249E+05, 1.220174E+05, 1.226115E+05, 1.232071E+05, 1.238043E+05, 1.244030E+05, 1.250032E+05, 1.256050E+05, 1.262083E+05, 1.268131E+05, 1.274195E+05, 1.280275E+05, 1.286369E+05, 1.292479E+05, 1.298605E+05, 1.304746E+05, 1.310902E+05, 1.317074E+05, 1.323261E+05, 1.329464E+05, 1.335682E+05, 1.341915E+05, 1.348164E+05, 1.354429E+05, 1.360708E+05, 1.367004E+05, 1.373314E+05, 1.379640E+05, 1.385982E+05, 1.392339E+05, 1.398711E+05, 1.405099E+05, 1.411502E+05, 1.417921E+05, 1.424355E+05, 1.430804E+05, 1.437269E+05, 1.443750E+05, 1.450246E+05, 1.456757E+05, 1.463284E+05, 1.469826E+05, 1.476384E+05, 1.482957E+05, 1.489545E+05, 1.496149E+05, 1.502769E+05, 1.509404E+05, 1.516054E+05, 1.522720E+05, 1.529401E+05, 1.536098E+05, 1.542810E+05, 1.549538E+05, 1.556281E+05, 1.563039E+05, 1.569813E+05, 1.576602E+05, 1.583407E+05, 1.590227E+05, 1.597063E+05, 1.603914E+05, ]) # ---------------------- M = 5, I = 7 --------------------------- M = 5 I = 7 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[3] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.018640E+00, 8.214730E+00, 1.608377E+01, 2.395650E+01, 3.183067E+01, 3.970586E+01, 4.758192E+01, 5.545878E+01, 6.333642E+01, 7.121483E+01, 7.909401E+01, 8.697401E+01, 9.485494E+01, 1.027371E+02, 1.106209E+02, 1.185071E+02, 1.263968E+02, 1.342914E+02, 1.421927E+02, 1.501028E+02, 1.580244E+02, 1.659601E+02, 1.739131E+02, 1.818867E+02, 1.898844E+02, 1.979096E+02, 2.059660E+02, 2.140572E+02, 2.221869E+02, 2.303586E+02, 2.385758E+02, 2.468418E+02, 2.551601E+02, 2.635336E+02, 2.719655E+02, 2.804586E+02, 2.890157E+02, 2.976394E+02, 3.063322E+02, 3.150964E+02, 3.239342E+02, 3.328478E+02, 3.418392E+02, 3.509100E+02, 3.600623E+02, 3.692975E+02, 3.786172E+02, 3.880229E+02, 3.975159E+02, 4.070976E+02, 4.167692E+02, 4.265318E+02, 4.363864E+02, 4.463342E+02, 4.563759E+02, 4.665126E+02, 4.767451E+02, 4.870742E+02, 4.975006E+02, 5.080251E+02, 5.186483E+02, 5.293708E+02, 5.401933E+02, 5.511163E+02, 5.621404E+02, 5.732661E+02, 5.844938E+02, 5.958240E+02, 6.072572E+02, 6.187938E+02, 6.304342E+02, 6.421787E+02, 6.540277E+02, 6.659816E+02, 6.780407E+02, 6.902053E+02, 7.024757E+02, 7.148522E+02, 7.273350E+02, 7.399245E+02, 7.526209E+02, 7.654244E+02, 7.783353E+02, 7.913538E+02, 8.044801E+02, 8.177145E+02, 8.310571E+02, 8.445081E+02, 8.580677E+02, 8.717362E+02, 8.855137E+02, 8.994003E+02, 9.133963E+02, 9.275017E+02, 9.417169E+02, 9.560418E+02, 9.704767E+02, 9.850217E+02, 9.996770E+02, 1.014443E+03, 1.029319E+03, 1.044306E+03, 1.059403E+03, 1.074612E+03, 1.089932E+03, 1.105363E+03, 1.120905E+03, 1.136558E+03, 1.152323E+03, 1.168200E+03, 1.184189E+03, 1.200289E+03, 1.216502E+03, 1.232826E+03, 1.249263E+03, 1.265812E+03, 1.282473E+03, 1.299247E+03, 1.316134E+03, 1.333133E+03, 1.350245E+03, 1.367470E+03, 1.384808E+03, 1.402259E+03, 1.419823E+03, 1.437501E+03, 1.455292E+03, 1.473196E+03, 1.491214E+03, 1.509346E+03, 1.527592E+03, 1.545951E+03, 1.564424E+03, 1.583011E+03, 1.601713E+03, 1.620528E+03, 1.639458E+03, 1.658502E+03, 1.677661E+03, 1.696934E+03, 1.716321E+03, 1.735824E+03, 1.755441E+03, 1.775173E+03, 1.795020E+03, 1.814982E+03, 1.835060E+03, 1.855252E+03, 1.875560E+03, 1.895983E+03, 1.916521E+03, 1.937175E+03, 1.957945E+03, 1.978830E+03, 1.999832E+03, 2.020949E+03, 2.042182E+03, 2.063530E+03, 2.084995E+03, 2.106577E+03, 2.128274E+03, 2.150088E+03, 2.172018E+03, 2.194065E+03, 2.216228E+03, 2.238508E+03, 2.260905E+03, 2.283418E+03, 2.306048E+03, 2.328796E+03, 2.351660E+03, 2.374642E+03, 2.397740E+03, 2.420956E+03, 2.444290E+03, 2.467740E+03, 2.491309E+03, 2.514994E+03, 2.538798E+03, 2.562719E+03, 2.586758E+03, 2.610915E+03, 2.635190E+03, 2.659584E+03, 2.684095E+03, 2.708724E+03, 2.733472E+03, 2.758338E+03, 2.783322E+03, 2.808426E+03, 2.833647E+03, 2.858988E+03, 2.884447E+03, 2.910025E+03, 2.935722E+03, 2.961537E+03, 2.987472E+03, 3.013526E+03, 3.039700E+03, 3.065992E+03, 3.092404E+03, 3.118936E+03, 3.145587E+03, 3.172357E+03, 3.199248E+03, 3.226258E+03, 3.253388E+03, 3.280638E+03, 3.308007E+03, 3.335497E+03, 3.363107E+03, 3.390838E+03, 3.418688E+03, 3.446659E+03, 3.474751E+03, 3.502963E+03, 3.531296E+03, 3.559749E+03, 3.588323E+03, 3.617018E+03, 3.645834E+03, 3.674771E+03, 3.703829E+03, 3.733008E+03, 3.762308E+03, 3.791730E+03, 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9.282931E+03, 9.330519E+03, 9.378237E+03, 9.426085E+03, 9.474063E+03, 9.522171E+03, 9.570408E+03, 9.618776E+03, 9.667274E+03, 9.715902E+03, 9.764660E+03, 9.813548E+03, 9.862566E+03, 9.911715E+03, 9.960994E+03, 1.001040E+04, 1.005994E+04, 1.010961E+04, 1.015941E+04, 1.020934E+04, 1.025940E+04, 1.030959E+04, 1.035991E+04, 1.041037E+04, 1.046095E+04, 1.051166E+04, 1.056250E+04, 1.061348E+04, 1.066458E+04, 1.071581E+04, 1.076718E+04, 1.081867E+04, 1.087030E+04, 1.092206E+04, 1.097395E+04, 1.102596E+04, 1.107811E+04, 1.113039E+04, 1.118280E+04, 1.123534E+04, 1.128801E+04, 1.134081E+04, 1.139375E+04, 1.144681E+04, 1.150000E+04, 1.155333E+04, 1.160678E+04, 1.166037E+04, 1.171409E+04, 1.176793E+04, 1.182191E+04, 1.187602E+04, 1.193026E+04, 1.198463E+04, 1.203913E+04, 1.209377E+04, 1.214853E+04, 1.220342E+04, 1.225845E+04, 1.231360E+04, 1.236889E+04, 1.242431E+04, 1.247985E+04, 1.253553E+04, 1.259134E+04, 1.264728E+04, 1.270335E+04, 1.275955E+04, 1.281589E+04, 1.287235E+04, 1.292894E+04, 1.298567E+04, 1.304252E+04, 1.309951E+04, 1.315662E+04, 1.321387E+04, 1.327125E+04, 1.332876E+04, 1.338640E+04, 1.344417E+04, 1.350207E+04, 1.356010E+04, 1.361826E+04, ]) # ---------------------- M = 5, I = 8 --------------------------- M = 5 I = 8 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[3] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.024260E+00, 8.644900E+00, 1.694486E+01, 2.524838E+01, 3.355335E+01, 4.185935E+01, 5.016626E+01, 5.847401E+01, 6.678257E+01, 7.509194E+01, 8.340213E+01, 9.171321E+01, 1.000254E+02, 1.083389E+02, 1.166545E+02, 1.249731E+02, 1.332960E+02, 1.416249E+02, 1.499621E+02, 1.583101E+02, 1.666720E+02, 1.750509E+02, 1.834505E+02, 1.918746E+02, 2.003270E+02, 2.088118E+02, 2.173329E+02, 2.258944E+02, 2.345004E+02, 2.431546E+02, 2.518609E+02, 2.606229E+02, 2.694442E+02, 2.783282E+02, 2.872781E+02, 2.962969E+02, 3.053877E+02, 3.145531E+02, 3.237958E+02, 3.331182E+02, 3.425226E+02, 3.520113E+02, 3.615863E+02, 3.712495E+02, 3.810028E+02, 3.908478E+02, 4.007862E+02, 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8.200801E+03, 8.247006E+03, 8.293350E+03, 8.339832E+03, 8.386452E+03, 8.433210E+03, 8.480107E+03, 8.527142E+03, 8.574316E+03, 8.621628E+03, 8.669078E+03, 8.716667E+03, 8.764395E+03, 8.812261E+03, 8.860266E+03, 8.908409E+03, 8.956691E+03, 9.005112E+03, 9.053671E+03, 9.102369E+03, 9.151206E+03, 9.200182E+03, 9.249297E+03, 9.298551E+03, 9.347943E+03, 9.397474E+03, 9.447145E+03, 9.496954E+03, 9.546902E+03, 9.596990E+03, 9.647216E+03, 9.697582E+03, 9.748087E+03, 9.798730E+03, 9.849513E+03, 9.900435E+03, 9.951496E+03, 1.000270E+04, 1.005404E+04, 1.010552E+04, 1.015713E+04, 1.020889E+04, 1.026079E+04, 1.031282E+04, 1.036500E+04, 1.041731E+04, 1.046977E+04, 1.052236E+04, 1.057509E+04, 1.062797E+04, 1.068098E+04, 1.073413E+04, 1.078742E+04, 1.084085E+04, 1.089442E+04, 1.094813E+04, 1.100198E+04, 1.105596E+04, 1.111009E+04, 1.116436E+04, 1.121876E+04, 1.127331E+04, 1.132799E+04, 1.138282E+04, 1.143778E+04, 1.149289E+04, 1.154813E+04, 1.160351E+04, 1.165903E+04, 1.171470E+04, 1.177050E+04, 1.182644E+04, 1.188252E+04, 1.193874E+04, 1.199510E+04, 1.205159E+04, 1.210823E+04, 1.216501E+04, 1.222193E+04, 1.227898E+04, 1.233618E+04, 1.239351E+04, 1.245099E+04, 1.250860E+04, 1.256636E+04, 1.262425E+04, 1.268228E+04, 1.274045E+04, 1.279876E+04, 1.285722E+04, 1.291581E+04, 1.297453E+04, 1.303340E+04, 1.309241E+04, 1.315156E+04, 1.321084E+04, 1.327027E+04, 1.332983E+04, 1.338954E+04, 1.344938E+04, 1.350936E+04, 1.356949E+04, 1.362975E+04, 1.369015E+04, 1.375069E+04, 1.381136E+04, 1.387218E+04, 1.393314E+04, 1.399423E+04, 1.405547E+04, 1.411684E+04, 1.417835E+04, 1.424000E+04, 1.430179E+04, 1.436372E+04, 1.442579E+04, 1.448799E+04, 1.455034E+04, 1.461282E+04, 1.467545E+04, ]) # ---------------------- M = 5, I = 9 --------------------------- M = 5 I = 9 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[3] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.128630E+00, 5.062329E+01, 9.917483E+01, 1.477481E+02, 1.963300E+02, 2.449180E+02, 2.935114E+02, 3.421098E+02, 3.907129E+02, 4.393208E+02, 4.879334E+02, 5.365511E+02, 5.851749E+02, 6.338065E+02, 6.824492E+02, 7.311080E+02, 7.797902E+02, 8.285052E+02, 8.772651E+02, 9.260840E+02, 9.749786E+02, 1.023967E+03, 1.073070E+03, 1.122307E+03, 1.171702E+03, 1.221277E+03, 1.271055E+03, 1.321059E+03, 1.371312E+03, 1.421836E+03, 1.472653E+03, 1.523784E+03, 1.575250E+03, 1.627071E+03, 1.679265E+03, 1.731850E+03, 1.784843E+03, 1.838260E+03, 1.892117E+03, 1.946428E+03, 2.001207E+03, 2.056467E+03, 2.112219E+03, 2.168475E+03, 2.225246E+03, 2.282542E+03, 2.340373E+03, 2.398746E+03, 2.457671E+03, 2.517156E+03, 2.577207E+03, 2.637832E+03, 2.699037E+03, 2.760829E+03, 2.823213E+03, 2.886195E+03, 2.949779E+03, 3.013971E+03, 3.078775E+03, 3.144196E+03, 3.210237E+03, 3.276902E+03, 3.344196E+03, 3.412121E+03, 3.480680E+03, 3.549878E+03, 3.619716E+03, 3.690198E+03, 3.761326E+03, 3.833102E+03, 3.905530E+03, 3.978611E+03, 4.052348E+03, 4.126742E+03, 4.201796E+03, 4.277511E+03, 4.353890E+03, 4.430934E+03, 4.508645E+03, 4.587024E+03, 4.666073E+03, 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1.218075E+04, 1.231106E+04, 1.244209E+04, 1.257385E+04, 1.270633E+04, 1.283954E+04, 1.297348E+04, 1.310814E+04, 1.324353E+04, 1.337965E+04, 1.351649E+04, 1.365407E+04, 1.379237E+04, 1.393140E+04, 1.407117E+04, 1.421166E+04, 1.435289E+04, 1.449485E+04, 1.463754E+04, 1.478096E+04, 1.492512E+04, 1.507001E+04, 1.521563E+04, 1.536199E+04, 1.550909E+04, 1.565692E+04, 1.580548E+04, 1.595479E+04, 1.610483E+04, 1.625560E+04, 1.640712E+04, 1.655937E+04, 1.671237E+04, 1.686610E+04, 1.702057E+04, 1.717579E+04, 1.733174E+04, 1.748844E+04, 1.764588E+04, 1.780406E+04, 1.796298E+04, 1.812265E+04, 1.828306E+04, 1.844421E+04, 1.860611E+04, 1.876876E+04, 1.893215E+04, 1.909629E+04, 1.926117E+04, 1.942680E+04, 1.959318E+04, 1.976031E+04, 1.992819E+04, 2.009681E+04, 2.026619E+04, 2.043631E+04, 2.060719E+04, 2.077882E+04, 2.095120E+04, 2.112433E+04, 2.129821E+04, 2.147285E+04, 2.164824E+04, 2.182438E+04, 2.200128E+04, 2.217893E+04, 2.235734E+04, 2.253651E+04, 2.271643E+04, 2.289711E+04, 2.307854E+04, 2.326073E+04, 2.344368E+04, 2.362739E+04, 2.381186E+04, 2.399709E+04, 2.418308E+04, 2.436983E+04, 2.455734E+04, 2.474561E+04, 2.493464E+04, 2.512444E+04, 2.531500E+04, 2.550632E+04, 2.569841E+04, 2.589126E+04, 2.608487E+04, 2.627925E+04, 2.647440E+04, 2.667031E+04, 2.686699E+04, 2.706444E+04, 2.726265E+04, 2.746163E+04, 2.766138E+04, 2.786190E+04, 2.806319E+04, 2.826524E+04, 2.846807E+04, 2.867167E+04, 2.887604E+04, 2.908118E+04, 2.928709E+04, 2.949378E+04, 2.970124E+04, 2.990947E+04, 3.011847E+04, 3.032825E+04, 3.053880E+04, 3.075013E+04, 3.096224E+04, 3.117512E+04, 3.138877E+04, 3.160321E+04, 3.181842E+04, 3.203441E+04, 3.225117E+04, 3.246872E+04, 3.268704E+04, 3.290614E+04, 3.312602E+04, 3.334669E+04, 3.356813E+04, 3.379035E+04, 3.401336E+04, 3.423714E+04, 3.446171E+04, 3.468706E+04, 3.491320E+04, 3.514011E+04, 3.536782E+04, 3.559630E+04, 3.582557E+04, 3.605563E+04, 3.628647E+04, 3.651809E+04, 3.675050E+04, 3.698370E+04, 3.721769E+04, 3.745246E+04, 3.768802E+04, 3.792437E+04, 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5.703311E+04, 5.732781E+04, 5.762331E+04, 5.791962E+04, 5.821674E+04, 5.851467E+04, 5.881341E+04, 5.911295E+04, 5.941331E+04, 5.971447E+04, 6.001644E+04, 6.031922E+04, 6.062281E+04, 6.092721E+04, 6.123242E+04, 6.153844E+04, 6.184527E+04, 6.215291E+04, 6.246136E+04, 6.277062E+04, 6.308069E+04, 6.339157E+04, 6.370326E+04, 6.401576E+04, 6.432907E+04, 6.464320E+04, 6.495813E+04, 6.527387E+04, 6.559043E+04, 6.590779E+04, 6.622597E+04, 6.654496E+04, 6.686476E+04, 6.718537E+04, 6.750679E+04, 6.782902E+04, 6.815206E+04, 6.847592E+04, 6.880058E+04, 6.912606E+04, 6.945235E+04, 6.977945E+04, 7.010736E+04, 7.043609E+04, 7.076562E+04, 7.109597E+04, 7.142713E+04, 7.175910E+04, 7.209188E+04, 7.242547E+04, 7.275988E+04, 7.309509E+04, 7.343112E+04, 7.376796E+04, 7.410561E+04, 7.444407E+04, 7.478335E+04, 7.512343E+04, 7.546433E+04, 7.580603E+04, 7.614855E+04, 7.649188E+04, 7.683602E+04, 7.718098E+04, 7.752674E+04, 7.787331E+04, 7.822070E+04, 7.856889E+04, 7.891790E+04, 7.926772E+04, 7.961835E+04, 7.996979E+04, 8.032204E+04, 8.067510E+04, 8.102897E+04, 8.138365E+04, 8.173914E+04, 8.209544E+04, 8.245255E+04, 8.281047E+04, 8.316920E+04, 8.352874E+04, 8.388909E+04, 8.425025E+04, 8.461221E+04, 8.497499E+04, ]) # ---------------------- M = 6, I = 1 --------------------------- M = 6 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 5.000000E+00, 1.273695E+01, 3.049472E+01, 5.478766E+01, 8.367753E+01, 1.164151E+02, 1.525835E+02, 1.918873E+02, 2.341011E+02, 2.790524E+02, 3.266165E+02, 3.767179E+02, 4.293326E+02, 4.844902E+02, 5.422734E+02, 6.028155E+02, 6.662963E+02, 7.329384E+02, 8.030016E+02, 8.767796E+02, 9.545964E+02, 1.036804E+03, 1.123780E+03, 1.215929E+03, 1.313679E+03, 1.417485E+03, 1.527828E+03, 1.645218E+03, 1.770193E+03, 1.903324E+03, 2.045215E+03, 2.196504E+03, 2.357871E+03, 2.530032E+03, 2.713751E+03, 2.909836E+03, 3.119144E+03, 3.342585E+03, 3.581125E+03, 3.835788E+03, 4.107662E+03, 4.397900E+03, 4.707726E+03, 5.038440E+03, 5.391417E+03, 5.768118E+03, 6.170091E+03, 6.598978E+03, 7.056516E+03, 7.544548E+03, 8.065026E+03, 8.620015E+03, 9.211704E+03, 9.842405E+03, 1.051457E+04, 1.123079E+04, 1.199379E+04, 1.280649E+04, 1.367192E+04, 1.459334E+04, 1.557414E+04, 1.661792E+04, 1.772850E+04, 1.890986E+04, 2.016624E+04, 2.150208E+04, 2.292207E+04, 2.443115E+04, 2.603450E+04, 2.773758E+04, 2.954614E+04, 3.150651E+04, 3.355181E+04, 3.572292E+04, 3.802703E+04, 4.047168E+04, 4.306485E+04, 4.581488E+04, 4.873055E+04, 5.182111E+04, 5.509623E+04, 5.856610E+04, 6.224140E+04, 6.613336E+04, 7.025373E+04, 7.461487E+04, 7.922970E+04, 8.411182E+04, 8.927543E+04, 9.473544E+04, 1.005075E+05, 1.066079E+05, 1.130538E+05, 1.198631E+05, 1.270545E+05, 1.346478E+05, 1.426634E+05, 1.511227E+05, 1.600483E+05, 1.694635E+05, 1.793929E+05, 1.898620E+05, 2.008977E+05, 2.125277E+05, 2.247814E+05, 2.376890E+05, 2.512823E+05, 2.655945E+05, 2.806600E+05, 2.965148E+05, 3.131965E+05, 3.307442E+05, 3.491987E+05, 3.686022E+05, 3.889992E+05, 4.104356E+05, 4.329593E+05, 4.566203E+05, 4.814703E+05, 5.075634E+05, 5.349557E+05, 5.637057E+05, 5.938740E+05, 6.255236E+05, 6.587202E+05, 6.935319E+05, 7.300294E+05, 7.682862E+05, 8.083785E+05, 8.503856E+05, 8.943897E+05, 9.404760E+05, 9.887330E+05, 1.039252E+06, 1.092129E+06, 1.147463E+06, 1.205355E+06, 1.265911E+06, 1.329242E+06, 1.395461E+06, 1.464686E+06, 1.537038E+06, 1.612646E+06, 1.691638E+06, 1.774151E+06, 1.860324E+06, 1.950303E+06, 2.044237E+06, 2.142281E+06, 2.244596E+06, 2.351347E+06, 2.462706E+06, 2.578850E+06, 2.699960E+06, 2.826228E+06, 2.957846E+06, 3.095017E+06, 3.237950E+06, 3.386857E+06, 3.541963E+06, 3.703494E+06, 3.871687E+06, 4.046785E+06, 4.229040E+06, 4.418710E+06, 4.616063E+06, 4.821373E+06, 5.034924E+06, 5.257009E+06, 5.487928E+06, 5.727992E+06, 5.977520E+06, 6.236841E+06, 6.506295E+06, 6.786230E+06, 7.077006E+06, ]) # ---------------------- M = 6, I = 2 --------------------------- M = 6 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.000001E+01, 2.547411E+01, 6.098959E+01, 1.095756E+02, 1.673556E+02, 2.328309E+02, 3.051677E+02, 3.837737E+02, 4.682005E+02, 5.581019E+02, 6.532270E+02, 7.534273E+02, 8.586439E+02, 9.689291E+02, 1.084461E+03, 1.205482E+03, 1.332363E+03, 1.465530E+03, 1.605503E+03, 1.752860E+03, 1.908229E+03, 2.072336E+03, 2.245903E+03, 2.429737E+03, 2.624664E+03, 2.831592E+03, 3.051489E+03, 3.285303E+03, 3.534174E+03, 3.799126E+03, 4.081393E+03, 4.382239E+03, 4.702959E+03, 5.044945E+03, 5.409694E+03, 5.798822E+03, 6.213891E+03, 6.656804E+03, 7.129283E+03, 7.633410E+03, 8.171277E+03, 8.745069E+03, 9.357183E+03, 1.001001E+04, 1.070636E+04, 1.144891E+04, 1.224067E+04, 1.308471E+04, 1.398443E+04, 1.494334E+04, 1.596502E+04, 1.705351E+04, 1.821287E+04, 1.944758E+04, 2.076216E+04, 2.216156E+04, 2.365078E+04, 2.523547E+04, 2.692124E+04, 2.871415E+04, 3.062057E+04, 3.264725E+04, 3.480122E+04, 3.708988E+04, 3.952125E+04, 4.210358E+04, 4.484543E+04, 4.775615E+04, 5.084522E+04, 5.412274E+04, 5.759952E+04, 6.128669E+04, 6.519606E+04, 6.933999E+04, 7.373142E+04, 7.838393E+04, 8.331199E+04, 8.853045E+04, 9.405527E+04, 9.990284E+04, 1.060906E+05, 1.126365E+05, 1.195598E+05, 1.268805E+05, 1.346193E+05, 1.427982E+05, 1.514402E+05, 1.605692E+05, 1.702104E+05, 1.803902E+05, 1.911358E+05, 2.024762E+05, 2.144415E+05, 2.270628E+05, 2.403733E+05, 2.544072E+05, 2.692002E+05, 2.847901E+05, 3.012156E+05, 3.185180E+05, 3.367395E+05, 3.559247E+05, 3.761201E+05, 3.973740E+05, 4.197368E+05, 4.432611E+05, 4.680017E+05, 4.940161E+05, 5.213635E+05, 5.501059E+05, 5.803083E+05, 6.120376E+05, 6.453640E+05, 6.803606E+05, 7.171028E+05, 7.556704E+05, 7.961449E+05, 8.386119E+05, 8.831604E+05, 9.298828E+05, 9.788752E+05, 1.030238E+06, 1.084073E+06, 1.140491E+06, 1.199602E+06, 1.261522E+06, 1.326373E+06, 1.394281E+06, 1.465374E+06, 1.539790E+06, 1.617667E+06, 1.699151E+06, 1.784394E+06, 1.873552E+06, 1.966787E+06, 2.064268E+06, 2.166169E+06, 2.272673E+06, 2.383965E+06, 2.500240E+06, 2.621701E+06, 2.748556E+06, 2.881020E+06, 3.019317E+06, 3.163680E+06, 3.314348E+06, 3.471569E+06, 3.635602E+06, 3.806711E+06, 3.985172E+06, 4.171270E+06, 4.365299E+06, 4.567564E+06, 4.778380E+06, 4.998073E+06, 5.226979E+06, 5.465447E+06, 5.713837E+06, 5.972520E+06, 6.241880E+06, 6.522314E+06, 6.814234E+06, 7.118060E+06, 7.434232E+06, 7.763201E+06, 8.105433E+06, 8.461408E+06, 8.831625E+06, 9.216596E+06, 9.616850E+06, 1.003293E+07, 1.046541E+07, 1.091485E+07, 1.138187E+07, 1.186708E+07, 1.237112E+07, ]) # ---------------------- M = 6, I = 3 --------------------------- M = 6 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[4] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 8.136790E+00, 9.190122E+01, 2.433209E+02, 4.407898E+02, 6.744479E+02, 9.391965E+02, 1.231752E+03, 1.549735E+03, 1.891357E+03, 2.255315E+03, 2.640780E+03, 3.047413E+03, 3.475380E+03, 3.925354E+03, 4.398488E+03, 4.896378E+03, 5.421024E+03, 5.974778E+03, 6.560313E+03, 7.180591E+03, 7.838835E+03, 8.538523E+03, 9.283379E+03, 1.007737E+04, 1.092472E+04, 1.182991E+04, 1.279770E+04, 1.383315E+04, 1.494161E+04, 1.612880E+04, 1.740075E+04, 1.876392E+04, 2.022515E+04, 2.179171E+04, 2.347136E+04, 2.527233E+04, 2.720338E+04, 2.927384E+04, 3.149364E+04, 3.387330E+04, 3.642407E+04, 3.915786E+04, 4.208734E+04, 4.522600E+04, 4.858815E+04, 5.218897E+04, 5.604463E+04, 6.017224E+04, 6.458999E+04, 6.931716E+04, 7.437420E+04, 7.978279E+04, 8.556591E+04, 9.174789E+04, 9.835451E+04, 1.054131E+05, 1.129524E+05, 1.210032E+05, 1.295976E+05, 1.387699E+05, 1.485562E+05, 1.589946E+05, 1.701255E+05, 1.819914E+05, 1.946373E+05, 2.081105E+05, 2.224612E+05, 2.377420E+05, 2.540087E+05, 2.713198E+05, 2.897370E+05, 3.093255E+05, 3.301538E+05, 3.522940E+05, 3.758220E+05, 4.008176E+05, 4.273649E+05, 4.555521E+05, 4.854721E+05, 5.172225E+05, 5.509057E+05, 5.866294E+05, 6.245067E+05, 6.646560E+05, 7.072021E+05, 7.522754E+05, 8.000130E+05, 8.505587E+05, 9.040628E+05, 9.606834E+05, 1.020586E+06, 1.083943E+06, 1.150937E+06, 1.221758E+06, 1.296603E+06, 1.375682E+06, 1.459212E+06, 1.547420E+06, 1.640545E+06, 1.738836E+06, 1.842553E+06, 1.951967E+06, 2.067363E+06, 2.189037E+06, 2.317299E+06, 2.452473E+06, 2.594895E+06, 2.744919E+06, 2.902912E+06, 3.069257E+06, 3.244354E+06, 3.428620E+06, 3.622489E+06, 3.826415E+06, 4.040869E+06, 4.266343E+06, 4.503349E+06, 4.752420E+06, 5.014112E+06, 5.289002E+06, 5.577692E+06, 5.880808E+06, 6.199001E+06, 6.532948E+06, 6.883354E+06, 7.250950E+06, 7.636499E+06, 8.040792E+06, 8.464650E+06, 8.908929E+06, 9.374515E+06, 9.862331E+06, 1.037333E+07, 1.090852E+07, 1.146891E+07, 1.205559E+07, 1.266966E+07, 1.331228E+07, 1.398464E+07, 1.468798E+07, 1.542360E+07, 1.619281E+07, 1.699702E+07, 1.783764E+07, 1.871616E+07, 1.963413E+07, 2.059313E+07, 2.159483E+07, 2.264092E+07, 2.373319E+07, 2.487345E+07, 2.606363E+07, 2.730567E+07, 2.860161E+07, 2.995356E+07, 3.136369E+07, 3.283426E+07, 3.436760E+07, 3.596611E+07, 3.763229E+07, 3.936871E+07, 4.117804E+07, 4.306303E+07, 4.502651E+07, 4.707144E+07, 4.920084E+07, 5.141786E+07, 5.372573E+07, 5.612780E+07, 5.862752E+07, 6.122847E+07, 6.393432E+07, 6.674887E+07, 6.967606E+07, 7.271992E+07, 7.588465E+07, 7.917453E+07, 8.259403E+07, 8.614773E+07, 8.984036E+07, 9.367680E+07, 9.766207E+07, 1.018014E+08, 1.061000E+08, 1.105636E+08, 1.151977E+08, 1.200082E+08, 1.250011E+08, 1.301826E+08, 1.355593E+08, 1.411375E+08, 1.469242E+08, 1.529262E+08, 1.591509E+08, 1.656056E+08, 1.722979E+08, 1.792357E+08, 1.864271E+08, 1.938803E+08, 2.016041E+08, 2.096070E+08, 2.178983E+08, 2.264872E+08, 2.353833E+08, 2.445965E+08, 2.541369E+08, 2.640150E+08, 2.742414E+08, 2.848271E+08, 2.957836E+08, 3.071224E+08, 3.188555E+08, 3.309952E+08, 3.435542E+08, 3.565454E+08, 3.699822E+08, 3.838782E+08, 3.982476E+08, 4.131049E+08, 4.284647E+08, 4.443425E+08, 4.607539E+08, 4.777149E+08, 4.952421E+08, 5.133524E+08, 5.320631E+08, ]) # ---------------------- M = 6, I = 4 --------------------------- M = 6 I = 4 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.626998E+01, 1.839479E+02, 4.870414E+02, 8.823115E+02, 1.350022E+03, 1.879967E+03, 2.465569E+03, 3.102094E+03, 3.785903E+03, 4.514479E+03, 5.286106E+03, 6.100196E+03, 6.957045E+03, 7.858055E+03, 8.805535E+03, 9.802766E+03, 1.085371E+04, 1.196313E+04, 1.313628E+04, 1.437935E+04, 1.569859E+04, 1.710107E+04, 1.859418E+04, 2.018607E+04, 2.188496E+04, 2.370019E+04, 2.564086E+04, 2.771745E+04, 2.994063E+04, 3.232161E+04, 3.487298E+04, 3.760723E+04, 4.053859E+04, 4.368088E+04, 4.705047E+04, 5.066330E+04, 5.453713E+04, 5.869100E+04, 6.314418E+04, 6.791804E+04, 7.303545E+04, 7.852005E+04, 8.439702E+04, 9.069327E+04, 9.743844E+04, 1.046622E+05, 1.123971E+05, 1.206774E+05, 1.295392E+05, 1.390219E+05, 1.491664E+05, 1.600155E+05, 1.716162E+05, 1.840160E+05, 1.972679E+05, 2.114260E+05, 2.265476E+05, 2.426952E+05, 2.599326E+05, 2.783288E+05, 2.979556E+05, 3.188895E+05, 3.412118E+05, 3.650082E+05, 3.903670E+05, 4.173853E+05, 4.461617E+05, 4.768023E+05, 5.094192E+05, 5.441294E+05, 5.810569E+05, 6.203311E+05, 6.620900E+05, 7.064783E+05, 7.536471E+05, 8.037577E+05, 8.569763E+05, 9.134819E+05, 9.734592E+05, 1.037104E+06, 1.104621E+06, 1.176227E+06, 1.252147E+06, 1.332619E+06, 1.417893E+06, 1.508228E+06, 1.603903E+06, 1.705201E+06, 1.812425E+06, 1.925893E+06, 2.045933E+06, 2.172894E+06, 2.307139E+06, 2.449047E+06, 2.599017E+06, 2.757465E+06, 2.924828E+06, 3.101559E+06, 3.288137E+06, 3.485058E+06, 3.692845E+06, 3.912041E+06, 4.143216E+06, 4.386961E+06, 4.643897E+06, 4.914672E+06, 5.199959E+06, 5.500466E+06, 5.816930E+06, 6.150113E+06, 6.500818E+06, 6.869878E+06, 7.258162E+06, 7.666580E+06, 8.096072E+06, 8.547624E+06, 9.022260E+06, 9.521045E+06, 1.004509E+07, 1.059556E+07, 1.117365E+07, 1.178061E+07, 1.241774E+07, 1.308641E+07, 1.378802E+07, 1.452403E+07, 1.529597E+07, 1.610542E+07, 1.695402E+07, 1.784349E+07, 1.877560E+07, 1.975219E+07, 2.077518E+07, 2.184655E+07, 2.296837E+07, 2.414278E+07, 2.537200E+07, 2.665835E+07, 2.800420E+07, 2.941204E+07, 3.088444E+07, 3.242407E+07, 3.403370E+07, 3.571618E+07, 3.747450E+07, 3.931172E+07, 4.123103E+07, 4.323575E+07, 4.532928E+07, 4.751517E+07, 4.979709E+07, 5.217884E+07, 5.466433E+07, 5.725764E+07, 5.996298E+07, 6.278469E+07, 6.572729E+07, 6.879543E+07, 7.199392E+07, 7.532775E+07, 7.880208E+07, 8.242220E+07, 8.619364E+07, 9.012207E+07, 9.421338E+07, 9.847362E+07, 1.029091E+08, 1.075262E+08, 1.123317E+08, 1.173325E+08, 1.225357E+08, 1.279487E+08, 1.335791E+08, 1.394346E+08, 1.455235E+08, 1.518540E+08, ]) # ---------------------- M = 7, I = 1 --------------------------- M = 7 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[5] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.259272E+00, 1.541160E+01, 2.984283E+01, 4.432568E+01, 5.882297E+01, 7.332720E+01, 8.783584E+01, 1.023478E+02, 1.168627E+02, 1.313804E+02, 1.459015E+02, 1.604275E+02, 1.749609E+02, 1.895058E+02, 2.040679E+02, 2.186540E+02, 2.332724E+02, 2.479320E+02, 2.626424E+02, 2.774132E+02, 2.922540E+02, 3.071739E+02, 3.221816E+02, 3.372850E+02, 3.524912E+02, 3.678063E+02, 3.832358E+02, 3.987841E+02, 4.144551E+02, 4.302515E+02, 4.461757E+02, 4.622292E+02, 4.784130E+02, 4.947276E+02, 5.111729E+02, 5.277485E+02, 5.444538E+02, 5.612875E+02, 5.782484E+02, 5.953349E+02, 6.125453E+02, 6.298776E+02, 6.473299E+02, 6.649000E+02, 6.825859E+02, 7.003851E+02, 7.182956E+02, 7.363149E+02, 7.544408E+02, 7.726710E+02, 7.910032E+02, 8.094352E+02, 8.279648E+02, 8.465897E+02, 8.653078E+02, 8.841171E+02, 9.030155E+02, 9.220009E+02, 9.410715E+02, 9.602254E+02, 9.794607E+02, 9.987757E+02, 1.018169E+03, 1.037638E+03, 1.057182E+03, 1.076799E+03, 1.096488E+03, 1.116247E+03, 1.136075E+03, 1.155971E+03, 1.175934E+03, 1.195961E+03, 1.216053E+03, 1.236207E+03, 1.256424E+03, 1.276701E+03, 1.297039E+03, 1.317435E+03, 1.337890E+03, 1.358403E+03, 1.378972E+03, 1.399598E+03, 1.420279E+03, 1.441014E+03, 1.461804E+03, 1.482647E+03, 1.503544E+03, 1.524493E+03, 1.545494E+03, 1.566547E+03, 1.587651E+03, 1.608806E+03, 1.630012E+03, 1.651268E+03, 1.672575E+03, 1.693931E+03, 1.715336E+03, 1.736791E+03, 1.758295E+03, 1.779848E+03, 1.801450E+03, 1.823100E+03, 1.844800E+03, 1.866547E+03, 1.888343E+03, 1.910188E+03, 1.932080E+03, 1.954021E+03, 1.976010E+03, 1.998048E+03, 2.020133E+03, 2.042267E+03, 2.064449E+03, 2.086680E+03, 2.108959E+03, 2.131286E+03, 2.153662E+03, 2.176086E+03, 2.198559E+03, 2.221081E+03, 2.243651E+03, 2.266271E+03, 2.288939E+03, 2.311657E+03, 2.334424E+03, 2.357240E+03, 2.380105E+03, 2.403021E+03, 2.425986E+03, 2.449001E+03, 2.472066E+03, 2.495181E+03, 2.518346E+03, 2.541562E+03, 2.564828E+03, 2.588145E+03, 2.611513E+03, 2.634932E+03, 2.658402E+03, 2.681924E+03, 2.705497E+03, 2.729122E+03, 2.752798E+03, 2.776526E+03, 2.800307E+03, 2.824140E+03, 2.848025E+03, 2.871962E+03, 2.895953E+03, 2.919996E+03, 2.944092E+03, 2.968242E+03, 2.992444E+03, 3.016701E+03, 3.041010E+03, 3.065374E+03, 3.089791E+03, 3.114262E+03, 3.138788E+03, 3.163367E+03, 3.188002E+03, 3.212690E+03, 3.237434E+03, 3.262232E+03, 3.287085E+03, 3.311993E+03, 3.336957E+03, 3.361975E+03, 3.387050E+03, 3.412179E+03, 3.437365E+03, 3.462606E+03, 3.487903E+03, 3.513256E+03, 3.538665E+03, 3.564130E+03, 3.589652E+03, 3.615230E+03, 3.640865E+03, 3.666556E+03, 3.692304E+03, 3.718109E+03, 3.743970E+03, 3.769889E+03, 3.795864E+03, 3.821897E+03, 3.847987E+03, 3.874134E+03, 3.900338E+03, 3.926600E+03, 3.952920E+03, 3.979297E+03, 4.005731E+03, 4.032224E+03, 4.058774E+03, 4.085382E+03, 4.112047E+03, 4.138771E+03, 4.165553E+03, 4.192392E+03, 4.219290E+03, 4.246246E+03, 4.273260E+03, 4.300332E+03, 4.327463E+03, 4.354651E+03, 4.381898E+03, 4.409204E+03, 4.436567E+03, 4.463989E+03, 4.491470E+03, 4.519009E+03, 4.546606E+03, 4.574262E+03, 4.601977E+03, 4.629750E+03, 4.657581E+03, 4.685471E+03, 4.713419E+03, 4.741426E+03, 4.769492E+03, 4.797616E+03, 4.825799E+03, 4.854040E+03, 4.882340E+03, 4.910698E+03, 4.939115E+03, 4.967591E+03, 4.996125E+03, 5.024717E+03, 5.053368E+03, 5.082078E+03, 5.110846E+03, 5.139672E+03, 5.168557E+03, 5.197500E+03, 5.226502E+03, 5.255562E+03, 5.284680E+03, 5.313857E+03, 5.343091E+03, 5.372384E+03, 5.401736E+03, 5.431145E+03, 5.460613E+03, 5.490138E+03, 5.519722E+03, 5.549364E+03, 5.579063E+03, 5.608821E+03, 5.638636E+03, 5.668509E+03, 5.698440E+03, 5.728429E+03, 5.758475E+03, 5.788579E+03, 5.818741E+03, 5.848960E+03, 5.879236E+03, 5.909570E+03, 5.939961E+03, 5.970409E+03, 6.000915E+03, 6.031477E+03, 6.062097E+03, 6.092774E+03, 6.123507E+03, 6.154298E+03, 6.185145E+03, 6.216049E+03, 6.247009E+03, 6.278026E+03, 6.309100E+03, 6.340229E+03, 6.371416E+03, 6.402658E+03, 6.433957E+03, 6.465311E+03, 6.496722E+03, 6.528188E+03, 6.559710E+03, 6.591288E+03, 6.622922E+03, 6.654611E+03, 6.686355E+03, 6.718155E+03, 6.750010E+03, 6.781920E+03, 6.813886E+03, 6.845906E+03, 6.877981E+03, 6.910111E+03, 6.942296E+03, 6.974535E+03, 7.006828E+03, 7.039176E+03, 7.071578E+03, 7.104035E+03, 7.136545E+03, 7.169109E+03, 7.201728E+03, 7.234399E+03, 7.267125E+03, 7.299904E+03, 7.332736E+03, 7.365622E+03, 7.398560E+03, 7.431552E+03, 7.464597E+03, 7.497694E+03, 7.530844E+03, 7.564047E+03, 7.597302E+03, 7.630610E+03, 7.663969E+03, 7.697381E+03, 7.730845E+03, 7.764360E+03, 7.797928E+03, 7.831547E+03, 7.865217E+03, 7.898939E+03, 7.932712E+03, 7.966535E+03, 8.000410E+03, 8.034336E+03, 8.068313E+03, 8.102340E+03, 8.136417E+03, 8.170545E+03, 8.204723E+03, 8.238951E+03, 8.273228E+03, 8.307556E+03, 8.341933E+03, 8.376360E+03, 8.410836E+03, 8.445361E+03, 8.479935E+03, 8.514559E+03, 8.549231E+03, 8.583951E+03, 8.618721E+03, 8.653538E+03, 8.688404E+03, 8.723318E+03, 8.758280E+03, 8.793289E+03, 8.828347E+03, 8.863452E+03, 8.898604E+03, 8.933803E+03, 8.969050E+03, 9.004343E+03, 9.039683E+03, 9.075070E+03, 9.110503E+03, 9.145983E+03, 9.181509E+03, 9.217080E+03, 9.252698E+03, 9.288362E+03, 9.324071E+03, 9.359825E+03, 9.395625E+03, 9.431470E+03, 9.467359E+03, 9.503294E+03, 9.539273E+03, 9.575297E+03, 9.611365E+03, 9.647478E+03, 9.683634E+03, 9.719834E+03, 9.756078E+03, 9.792366E+03, ]) # ---------------------- M = 7, I = 2 --------------------------- M = 7 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[5] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.562445E+00, 3.092123E+01, 6.151168E+01, 9.218904E+01, 1.228922E+02, 1.536083E+02, 1.843329E+02, 2.150641E+02, 2.458012E+02, 2.765444E+02, 3.072954E+02, 3.380581E+02, 3.688395E+02, 3.996500E+02, 4.305039E+02, 4.614188E+02, 4.924152E+02, 5.235163E+02, 5.547468E+02, 5.861323E+02, 6.176990E+02, 6.494730E+02, 6.814797E+02, 7.137437E+02, 7.462888E+02, 7.791373E+02, 8.123102E+02, 8.458274E+02, 8.797073E+02, 9.139671E+02, 9.486225E+02, 9.836883E+02, 1.019178E+03, 1.055104E+03, 1.091478E+03, 1.128311E+03, 1.165612E+03, 1.203390E+03, 1.241654E+03, 1.280411E+03, 1.319669E+03, 1.359433E+03, 1.399711E+03, 1.440506E+03, 1.481826E+03, 1.523674E+03, 1.566055E+03, 1.608973E+03, 1.652432E+03, 1.696437E+03, 1.740989E+03, 1.786093E+03, 1.831752E+03, 1.877969E+03, 1.924746E+03, 1.972085E+03, 2.019991E+03, 2.068465E+03, 2.117509E+03, 2.167125E+03, 2.217317E+03, 2.268085E+03, 2.319433E+03, 2.371362E+03, 2.423874E+03, 2.476971E+03, 2.530656E+03, 2.584929E+03, 2.639793E+03, 2.695250E+03, 2.751302E+03, 2.807950E+03, 2.865197E+03, 2.923044E+03, 2.981493E+03, 3.040546E+03, 3.100206E+03, 3.160473E+03, 3.221350E+03, 3.282838E+03, 3.344940E+03, 3.407658E+03, 3.470993E+03, 3.534948E+03, 3.599524E+03, 3.664723E+03, 3.730548E+03, 3.797000E+03, 3.864082E+03, 3.931795E+03, 4.000141E+03, 4.069124E+03, 4.138744E+03, 4.209003E+03, 4.279905E+03, 4.351450E+03, 4.423642E+03, 4.496482E+03, 4.569972E+03, 4.644115E+03, 4.718912E+03, 4.794367E+03, 4.870480E+03, 4.947254E+03, 5.024692E+03, 5.102796E+03, 5.181567E+03, 5.261008E+03, 5.341122E+03, 5.421910E+03, 5.503374E+03, 5.585517E+03, 5.668341E+03, 5.751848E+03, 5.836040E+03, 5.920920E+03, 6.006490E+03, 6.092751E+03, 6.179707E+03, 6.267359E+03, 6.355709E+03, 6.444760E+03, 6.534513E+03, 6.624971E+03, 6.716136E+03, 6.808010E+03, 6.900596E+03, 6.993894E+03, 7.087908E+03, 7.182639E+03, 7.278090E+03, 7.374263E+03, 7.471159E+03, 7.568780E+03, 7.667129E+03, 7.766208E+03, 7.866019E+03, 7.966563E+03, 8.067842E+03, 8.169859E+03, 8.272615E+03, 8.376113E+03, 8.480353E+03, 8.585339E+03, 8.691071E+03, 8.797553E+03, 8.904784E+03, 9.012769E+03, 9.121507E+03, 9.231001E+03, 9.341252E+03, 9.452263E+03, 9.564035E+03, 9.676570E+03, 9.789869E+03, 9.903935E+03, 1.001877E+04, 1.013437E+04, 1.025074E+04, 1.036789E+04, 1.048581E+04, 1.060450E+04, 1.072397E+04, 1.084422E+04, 1.096526E+04, 1.108707E+04, 1.120966E+04, 1.133304E+04, 1.145721E+04, 1.158216E+04, 1.170790E+04, 1.183443E+04, 1.196175E+04, 1.208986E+04, 1.221877E+04, 1.234847E+04, 1.247897E+04, 1.261026E+04, 1.274236E+04, 1.287525E+04, 1.300894E+04, 1.314344E+04, 1.327874E+04, 1.341484E+04, 1.355175E+04, 1.368946E+04, 1.382798E+04, 1.396731E+04, 1.410745E+04, 1.424840E+04, 1.439016E+04, 1.453273E+04, 1.467611E+04, 1.482031E+04, 1.496532E+04, 1.511115E+04, 1.525780E+04, 1.540526E+04, 1.555354E+04, 1.570264E+04, 1.585255E+04, 1.600329E+04, 1.615485E+04, 1.630723E+04, 1.646043E+04, 1.661446E+04, 1.676931E+04, 1.692498E+04, 1.708148E+04, 1.723880E+04, 1.739695E+04, 1.755593E+04, 1.771573E+04, 1.787636E+04, 1.803782E+04, 1.820010E+04, 1.836322E+04, 1.852716E+04, 1.869193E+04, 1.885754E+04, 1.902397E+04, 1.919124E+04, 1.935933E+04, 1.952826E+04, 1.969802E+04, 1.986861E+04, 2.004004E+04, 2.021229E+04, 2.038538E+04, 2.055931E+04, 2.073406E+04, 2.090965E+04, 2.108607E+04, 2.126333E+04, 2.144142E+04, 2.162034E+04, 2.180010E+04, 2.198070E+04, 2.216212E+04, 2.234438E+04, 2.252748E+04, 2.271141E+04, 2.289618E+04, 2.308177E+04, 2.326821E+04, 2.345548E+04, 2.364358E+04, 2.383251E+04, 2.402229E+04, 2.421289E+04, 2.440433E+04, 2.459660E+04, 2.478971E+04, 2.498365E+04, 2.517842E+04, 2.537403E+04, 2.557046E+04, 2.576774E+04, 2.596584E+04, 2.616477E+04, 2.636454E+04, 2.656514E+04, 2.676657E+04, 2.696883E+04, 2.717193E+04, 2.737585E+04, 2.758060E+04, 2.778618E+04, 2.799260E+04, 2.819984E+04, 2.840791E+04, 2.861680E+04, 2.882653E+04, 2.903708E+04, 2.924846E+04, 2.946066E+04, 2.967369E+04, 2.988754E+04, 3.010222E+04, 3.031773E+04, 3.053405E+04, 3.075120E+04, 3.096917E+04, 3.118797E+04, 3.140758E+04, 3.162802E+04, 3.184927E+04, 3.207135E+04, 3.229424E+04, 3.251795E+04, 3.274248E+04, 3.296783E+04, 3.319399E+04, 3.342096E+04, 3.364875E+04, 3.387736E+04, 3.410677E+04, 3.433700E+04, 3.456804E+04, 3.479989E+04, 3.503255E+04, 3.526602E+04, 3.550030E+04, 3.573539E+04, 3.597128E+04, 3.620797E+04, 3.644547E+04, 3.668378E+04, 3.692289E+04, 3.716280E+04, 3.740351E+04, 3.764502E+04, 3.788733E+04, 3.813044E+04, 3.837434E+04, 3.861904E+04, 3.886454E+04, 3.911083E+04, 3.935791E+04, 3.960579E+04, 3.985445E+04, 4.010391E+04, 4.035416E+04, 4.060519E+04, 4.085701E+04, 4.110962E+04, 4.136301E+04, 4.161719E+04, 4.187214E+04, 4.212788E+04, 4.238440E+04, 4.264170E+04, 4.289977E+04, 4.315863E+04, 4.341825E+04, 4.367866E+04, 4.393983E+04, 4.420178E+04, 4.446450E+04, 4.472798E+04, 4.499224E+04, 4.525726E+04, 4.552305E+04, 4.578960E+04, 4.605692E+04, 4.632499E+04, 4.659383E+04, 4.686343E+04, 4.713378E+04, 4.740489E+04, 4.767676E+04, 4.794938E+04, 4.822276E+04, 4.849688E+04, 4.877176E+04, 4.904738E+04, 4.932375E+04, 4.960087E+04, 4.987873E+04, 5.015733E+04, 5.043668E+04, 5.071676E+04, 5.099758E+04, 5.127915E+04, 5.156144E+04, 5.184447E+04, 5.212824E+04, 5.241273E+04, 5.269796E+04, 5.298391E+04, 5.327059E+04, 5.355800E+04, 5.384613E+04, 5.413498E+04, 5.442456E+04, 5.471485E+04, ]) # ---------------------- M = 7, I = 3 --------------------------- M = 7 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[5] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.092314E+01, 1.808102E+02, 3.594239E+02, 5.385443E+02, 7.178153E+02, 8.971617E+02, 1.076558E+03, 1.255992E+03, 1.435461E+03, 1.614965E+03, 1.794512E+03, 1.974123E+03, 2.153834E+03, 2.333703E+03, 2.513805E+03, 2.694239E+03, 2.875119E+03, 3.056572E+03, 3.238738E+03, 3.421762E+03, 3.605792E+03, 3.790976E+03, 3.977461E+03, 4.165389E+03, 4.354895E+03, 4.546108E+03, 4.739152E+03, 4.934142E+03, 5.131184E+03, 5.330380E+03, 5.531821E+03, 5.735595E+03, 5.941780E+03, 6.150451E+03, 6.361674E+03, 6.575513E+03, 6.792026E+03, 7.011265E+03, 7.233281E+03, 7.458117E+03, 7.685816E+03, 7.916417E+03, 8.149955E+03, 8.386465E+03, 8.625976E+03, 8.868517E+03, 9.114116E+03, 9.362797E+03, 9.614584E+03, 9.869498E+03, 1.012756E+04, 1.038879E+04, 1.065321E+04, 1.092083E+04, 1.119167E+04, 1.146574E+04, 1.174307E+04, 1.202366E+04, 1.230753E+04, 1.259470E+04, 1.288517E+04, 1.317895E+04, 1.347607E+04, 1.377654E+04, 1.408035E+04, 1.438754E+04, 1.469810E+04, 1.501205E+04, 1.532940E+04, 1.565016E+04, 1.597435E+04, 1.630197E+04, 1.663303E+04, 1.696755E+04, 1.730554E+04, 1.764700E+04, 1.799195E+04, 1.834041E+04, 1.869237E+04, 1.904786E+04, 1.940687E+04, 1.976944E+04, 2.013556E+04, 2.050525E+04, 2.087851E+04, 2.125537E+04, 2.163583E+04, 2.201990E+04, 2.240760E+04, 2.279894E+04, 2.319392E+04, 2.359257E+04, 2.399490E+04, 2.440090E+04, 2.481061E+04, 2.522403E+04, 2.564117E+04, 2.606205E+04, 2.648668E+04, 2.691506E+04, 2.734723E+04, 2.778317E+04, 2.822292E+04, 2.866648E+04, 2.911386E+04, 2.956508E+04, 3.002015E+04, 3.047908E+04, 3.094189E+04, 3.140859E+04, 3.187919E+04, 3.235370E+04, 3.283214E+04, 3.331452E+04, 3.380086E+04, 3.429116E+04, 3.478544E+04, 3.528371E+04, 3.578598E+04, 3.629228E+04, 3.680260E+04, 3.731697E+04, 3.783539E+04, 3.835788E+04, 3.888445E+04, 3.941511E+04, 3.994988E+04, 4.048877E+04, 4.103179E+04, 4.157894E+04, 4.213026E+04, 4.268574E+04, 4.324540E+04, 4.380925E+04, 4.437731E+04, 4.494957E+04, 4.552607E+04, 4.610680E+04, 4.669179E+04, 4.728103E+04, 4.787455E+04, 4.847235E+04, 4.907444E+04, 4.968084E+04, 5.029156E+04, 5.090661E+04, 5.152600E+04, 5.214974E+04, 5.277783E+04, 5.341030E+04, 5.404715E+04, 5.468839E+04, 5.533403E+04, 5.598409E+04, 5.663857E+04, 5.729748E+04, 5.796083E+04, 5.862863E+04, 5.930089E+04, 5.997762E+04, 6.065884E+04, 6.134454E+04, 6.203474E+04, 6.272945E+04, 6.342867E+04, 6.413242E+04, 6.484070E+04, 6.555352E+04, 6.627089E+04, 6.699282E+04, 6.771932E+04, 6.845039E+04, 6.918604E+04, 6.992629E+04, 7.067113E+04, 7.142058E+04, 7.217464E+04, 7.293332E+04, 7.369663E+04, 7.446457E+04, 7.523716E+04, 7.601439E+04, 7.679628E+04, 7.758283E+04, 7.837405E+04, 7.916995E+04, 7.997052E+04, 8.077579E+04, 8.158575E+04, 8.240040E+04, 8.321976E+04, 8.404384E+04, 8.487263E+04, 8.570614E+04, 8.654437E+04, 8.738735E+04, 8.823506E+04, 8.908751E+04, 8.994471E+04, 9.080666E+04, 9.167337E+04, 9.254484E+04, 9.342108E+04, 9.430209E+04, 9.518787E+04, 9.607843E+04, 9.697378E+04, 9.787391E+04, 9.877883E+04, 9.968855E+04, 1.006031E+05, 1.015224E+05, 1.024465E+05, 1.033754E+05, 1.043092E+05, 1.052477E+05, 1.061911E+05, 1.071393E+05, 1.080923E+05, 1.090502E+05, 1.100128E+05, 1.109803E+05, 1.119527E+05, 1.129299E+05, 1.139119E+05, 1.148987E+05, 1.158904E+05, 1.168869E+05, 1.178883E+05, 1.188945E+05, 1.199056E+05, 1.209215E+05, 1.219423E+05, 1.229679E+05, 1.239984E+05, 1.250338E+05, 1.260739E+05, 1.271190E+05, 1.281689E+05, 1.292237E+05, 1.302833E+05, 1.313477E+05, 1.324171E+05, 1.334913E+05, 1.345703E+05, 1.356543E+05, 1.367430E+05, 1.378367E+05, 1.389352E+05, 1.400385E+05, 1.411467E+05, 1.422598E+05, 1.433777E+05, 1.445005E+05, 1.456282E+05, 1.467607E+05, 1.478980E+05, 1.490402E+05, 1.501873E+05, 1.513392E+05, 1.524960E+05, 1.536576E+05, 1.548240E+05, 1.559954E+05, 1.571715E+05, 1.583525E+05, 1.595383E+05, 1.607290E+05, 1.619245E+05, 1.631249E+05, 1.643301E+05, 1.655401E+05, 1.667549E+05, 1.679746E+05, 1.691991E+05, 1.704284E+05, 1.716626E+05, 1.729015E+05, 1.741453E+05, 1.753939E+05, 1.766473E+05, 1.779055E+05, 1.791685E+05, 1.804363E+05, 1.817088E+05, 1.829862E+05, 1.842684E+05, 1.855554E+05, 1.868471E+05, 1.881436E+05, 1.894449E+05, 1.907510E+05, 1.920619E+05, 1.933775E+05, 1.946978E+05, 1.960229E+05, 1.973528E+05, 1.986874E+05, 2.000268E+05, 2.013709E+05, 2.027197E+05, 2.040733E+05, 2.054316E+05, 2.067946E+05, 2.081624E+05, 2.095348E+05, 2.109120E+05, 2.122938E+05, 2.136804E+05, 2.150716E+05, 2.164676E+05, 2.178682E+05, 2.192735E+05, 2.206834E+05, 2.220981E+05, 2.235174E+05, 2.249413E+05, 2.263699E+05, 2.278031E+05, 2.292410E+05, 2.306835E+05, 2.321307E+05, 2.335825E+05, 2.350388E+05, 2.364998E+05, 2.379654E+05, 2.394356E+05, 2.409104E+05, 2.423898E+05, 2.438737E+05, 2.453622E+05, 2.468553E+05, 2.483530E+05, 2.498552E+05, 2.513619E+05, 2.528732E+05, 2.543890E+05, 2.559094E+05, 2.574342E+05, 2.589636E+05, 2.604975E+05, 2.620359E+05, 2.635788E+05, 2.651261E+05, 2.666780E+05, 2.682343E+05, 2.697950E+05, 2.713603E+05, 2.729299E+05, 2.745041E+05, 2.760826E+05, 2.776656E+05, 2.792530E+05, 2.808448E+05, 2.824410E+05, 2.840416E+05, 2.856466E+05, 2.872560E+05, 2.888698E+05, 2.904879E+05, 2.921104E+05, 2.937372E+05, 2.953684E+05, 2.970038E+05, 2.986437E+05, 3.002878E+05, 3.019362E+05, 3.035890E+05, 3.052460E+05, 3.069073E+05, 3.085729E+05, 3.102428E+05, 3.119169E+05, 3.135953E+05, 3.152779E+05, 3.169647E+05, ]) # ---------------------- M = 7, I = 3 --------------------------- M = 7 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[5] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.092314E+01, 1.808102E+02, 3.594239E+02, 5.385443E+02, 7.178153E+02, 8.971617E+02, 1.076558E+03, 1.255992E+03, 1.435461E+03, 1.614965E+03, 1.794512E+03, 1.974123E+03, 2.153834E+03, 2.333703E+03, 2.513805E+03, 2.694239E+03, 2.875119E+03, 3.056572E+03, 3.238738E+03, 3.421762E+03, 3.605792E+03, 3.790976E+03, 3.977461E+03, 4.165389E+03, 4.354895E+03, 4.546108E+03, 4.739152E+03, 4.934142E+03, 5.131184E+03, 5.330380E+03, 5.531821E+03, 5.735595E+03, 5.941780E+03, 6.150451E+03, 6.361674E+03, 6.575513E+03, 6.792026E+03, 7.011265E+03, 7.233281E+03, 7.458117E+03, 7.685816E+03, 7.916417E+03, 8.149955E+03, 8.386465E+03, 8.625976E+03, 8.868517E+03, 9.114116E+03, 9.362797E+03, 9.614584E+03, 9.869498E+03, 1.012756E+04, 1.038879E+04, 1.065321E+04, 1.092083E+04, 1.119167E+04, 1.146574E+04, 1.174307E+04, 1.202366E+04, 1.230753E+04, 1.259470E+04, 1.288517E+04, 1.317895E+04, 1.347607E+04, 1.377654E+04, 1.408035E+04, 1.438754E+04, 1.469810E+04, 1.501205E+04, 1.532940E+04, 1.565016E+04, 1.597435E+04, 1.630197E+04, 1.663303E+04, 1.696755E+04, 1.730554E+04, 1.764700E+04, 1.799195E+04, 1.834041E+04, 1.869237E+04, 1.904786E+04, 1.940687E+04, 1.976944E+04, 2.013556E+04, 2.050525E+04, 2.087851E+04, 2.125537E+04, 2.163583E+04, 2.201990E+04, 2.240760E+04, 2.279894E+04, 2.319392E+04, 2.359257E+04, 2.399490E+04, 2.440090E+04, 2.481061E+04, 2.522403E+04, 2.564117E+04, 2.606205E+04, 2.648668E+04, 2.691506E+04, 2.734723E+04, 2.778317E+04, 2.822292E+04, 2.866648E+04, 2.911386E+04, 2.956508E+04, 3.002015E+04, 3.047908E+04, 3.094189E+04, 3.140859E+04, 3.187919E+04, 3.235370E+04, 3.283214E+04, 3.331452E+04, 3.380086E+04, 3.429116E+04, 3.478544E+04, 3.528371E+04, 3.578598E+04, 3.629228E+04, 3.680260E+04, 3.731697E+04, 3.783539E+04, 3.835788E+04, 3.888445E+04, 3.941511E+04, 3.994988E+04, 4.048877E+04, 4.103179E+04, 4.157894E+04, 4.213026E+04, 4.268574E+04, 4.324540E+04, 4.380925E+04, 4.437731E+04, 4.494957E+04, 4.552607E+04, 4.610680E+04, 4.669179E+04, 4.728103E+04, 4.787455E+04, 4.847235E+04, 4.907444E+04, 4.968084E+04, 5.029156E+04, 5.090661E+04, 5.152600E+04, 5.214974E+04, 5.277783E+04, 5.341030E+04, 5.404715E+04, 5.468839E+04, 5.533403E+04, 5.598409E+04, 5.663857E+04, 5.729748E+04, 5.796083E+04, 5.862863E+04, 5.930089E+04, 5.997762E+04, 6.065884E+04, 6.134454E+04, 6.203474E+04, 6.272945E+04, 6.342867E+04, 6.413242E+04, 6.484070E+04, 6.555352E+04, 6.627089E+04, 6.699282E+04, 6.771932E+04, 6.845039E+04, 6.918604E+04, 6.992629E+04, 7.067113E+04, 7.142058E+04, 7.217464E+04, 7.293332E+04, 7.369663E+04, 7.446457E+04, 7.523716E+04, 7.601439E+04, 7.679628E+04, 7.758283E+04, 7.837405E+04, 7.916995E+04, 7.997052E+04, 8.077579E+04, 8.158575E+04, 8.240040E+04, 8.321976E+04, 8.404384E+04, 8.487263E+04, 8.570614E+04, 8.654437E+04, 8.738735E+04, 8.823506E+04, 8.908751E+04, 8.994471E+04, 9.080666E+04, 9.167337E+04, 9.254484E+04, 9.342108E+04, 9.430209E+04, 9.518787E+04, 9.607843E+04, 9.697378E+04, 9.787391E+04, 9.877883E+04, 9.968855E+04, 1.006031E+05, 1.015224E+05, 1.024465E+05, 1.033754E+05, 1.043092E+05, 1.052477E+05, 1.061911E+05, 1.071393E+05, 1.080923E+05, 1.090502E+05, 1.100128E+05, 1.109803E+05, 1.119527E+05, 1.129299E+05, 1.139119E+05, 1.148987E+05, 1.158904E+05, 1.168869E+05, 1.178883E+05, 1.188945E+05, 1.199056E+05, 1.209215E+05, 1.219423E+05, 1.229679E+05, 1.239984E+05, 1.250338E+05, 1.260739E+05, 1.271190E+05, 1.281689E+05, 1.292237E+05, 1.302833E+05, 1.313477E+05, 1.324171E+05, 1.334913E+05, 1.345703E+05, 1.356543E+05, 1.367430E+05, 1.378367E+05, 1.389352E+05, 1.400385E+05, 1.411467E+05, 1.422598E+05, 1.433777E+05, 1.445005E+05, 1.456282E+05, 1.467607E+05, 1.478980E+05, 1.490402E+05, 1.501873E+05, 1.513392E+05, 1.524960E+05, 1.536576E+05, 1.548240E+05, 1.559954E+05, 1.571715E+05, 1.583525E+05, 1.595383E+05, 1.607290E+05, 1.619245E+05, 1.631249E+05, 1.643301E+05, 1.655401E+05, 1.667549E+05, 1.679746E+05, 1.691991E+05, 1.704284E+05, 1.716626E+05, 1.729015E+05, 1.741453E+05, 1.753939E+05, 1.766473E+05, 1.779055E+05, 1.791685E+05, 1.804363E+05, 1.817088E+05, 1.829862E+05, 1.842684E+05, 1.855554E+05, 1.868471E+05, 1.881436E+05, 1.894449E+05, 1.907510E+05, 1.920619E+05, 1.933775E+05, 1.946978E+05, 1.960229E+05, 1.973528E+05, 1.986874E+05, 2.000268E+05, 2.013709E+05, 2.027197E+05, 2.040733E+05, 2.054316E+05, 2.067946E+05, 2.081624E+05, 2.095348E+05, 2.109120E+05, 2.122938E+05, 2.136804E+05, 2.150716E+05, 2.164676E+05, 2.178682E+05, 2.192735E+05, 2.206834E+05, 2.220981E+05, 2.235174E+05, 2.249413E+05, 2.263699E+05, 2.278031E+05, 2.292410E+05, 2.306835E+05, 2.321307E+05, 2.335825E+05, 2.350388E+05, 2.364998E+05, 2.379654E+05, 2.394356E+05, 2.409104E+05, 2.423898E+05, 2.438737E+05, 2.453622E+05, 2.468553E+05, 2.483530E+05, 2.498552E+05, 2.513619E+05, 2.528732E+05, 2.543890E+05, 2.559094E+05, 2.574342E+05, 2.589636E+05, 2.604975E+05, 2.620359E+05, 2.635788E+05, 2.651261E+05, 2.666780E+05, 2.682343E+05, 2.697950E+05, 2.713603E+05, 2.729299E+05, 2.745041E+05, 2.760826E+05, 2.776656E+05, 2.792530E+05, 2.808448E+05, 2.824410E+05, 2.840416E+05, 2.856466E+05, 2.872560E+05, 2.888698E+05, 2.904879E+05, 2.921104E+05, 2.937372E+05, 2.953684E+05, 2.970038E+05, 2.986437E+05, 3.002878E+05, 3.019362E+05, 3.035890E+05, 3.052460E+05, 3.069073E+05, 3.085729E+05, 3.102428E+05, 3.119169E+05, 3.135953E+05, 3.152779E+05, 3.169647E+05, ]) # ---------------------- M = 7, I = 4 --------------------------- M = 7 I = 4 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[5] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.270969E+00, 1.687773E+01, 3.312258E+01, 4.941808E+01, 6.572814E+01, 8.204535E+01, 9.836721E+01, 1.146927E+02, 1.310214E+02, 1.473535E+02, 1.636904E+02, 1.800346E+02, 1.963907E+02, 2.127654E+02, 2.291674E+02, 2.456073E+02, 2.620976E+02, 2.786516E+02, 2.952836E+02, 3.120083E+02, 3.288405E+02, 3.457946E+02, 3.628847E+02, 3.801244E+02, 3.975266E+02, 4.151032E+02, 4.328657E+02, 4.508247E+02, 4.689898E+02, 4.873702E+02, 5.059742E+02, 5.248095E+02, 5.438832E+02, 5.632018E+02, 5.827712E+02, 6.025970E+02, 6.226842E+02, 6.430374E+02, 6.636609E+02, 6.845586E+02, 7.057342E+02, 7.271909E+02, 7.489318E+02, 7.709599E+02, 7.932777E+02, 8.158878E+02, 8.387923E+02, 8.619935E+02, 8.854934E+02, 9.092938E+02, 9.333964E+02, 9.578031E+02, 9.825153E+02, 1.007535E+03, 1.032862E+03, 1.058500E+03, 1.084448E+03, 1.110709E+03, 1.137284E+03, 1.164173E+03, 1.191378E+03, 1.218900E+03, 1.246741E+03, 1.274900E+03, 1.303379E+03, 1.332180E+03, 1.361303E+03, 1.390749E+03, 1.420519E+03, 1.450614E+03, 1.481036E+03, 1.511784E+03, 1.542861E+03, 1.574267E+03, 1.606003E+03, 1.638069E+03, 1.670468E+03, 1.703200E+03, 1.736266E+03, 1.769667E+03, 1.803403E+03, 1.837477E+03, 1.871889E+03, 1.906639E+03, 1.941730E+03, 1.977162E+03, 2.012936E+03, 2.049053E+03, 2.085515E+03, 2.122321E+03, 2.159474E+03, 2.196974E+03, 2.234823E+03, 2.273021E+03, 2.311570E+03, 2.350471E+03, 2.389724E+03, 2.429331E+03, 2.469293E+03, 2.509612E+03, 2.550287E+03, 2.591320E+03, 2.632713E+03, 2.674467E+03, 2.716582E+03, 2.759059E+03, 2.801900E+03, 2.845107E+03, 2.888679E+03, 2.932618E+03, 2.976925E+03, 3.021602E+03, 3.066649E+03, 3.112067E+03, 3.157858E+03, 3.204022E+03, 3.250562E+03, 3.297476E+03, 3.344768E+03, 3.392438E+03, 3.440486E+03, 3.488915E+03, 3.537724E+03, 3.586916E+03, 3.636491E+03, 3.686450E+03, 3.736794E+03, 3.787524E+03, 3.838641E+03, 3.890147E+03, 3.942042E+03, 3.994327E+03, 4.047003E+03, 4.100071E+03, 4.153533E+03, 4.207388E+03, 4.261638E+03, 4.316284E+03, 4.371327E+03, 4.426768E+03, 4.482608E+03, 4.538846E+03, 4.595486E+03, 4.652526E+03, 4.709969E+03, 4.767815E+03, 4.826064E+03, 4.884718E+03, 4.943778E+03, 5.003244E+03, 5.063117E+03, 5.123398E+03, 5.184088E+03, 5.245187E+03, 5.306697E+03, 5.368617E+03, 5.430949E+03, 5.493693E+03, 5.556851E+03, 5.620423E+03, 5.684409E+03, 5.748810E+03, 5.813627E+03, 5.878861E+03, 5.944512E+03, 6.010580E+03, 6.077068E+03, 6.143974E+03, 6.211300E+03, 6.279047E+03, 6.347214E+03, 6.415803E+03, 6.484814E+03, 6.554247E+03, 6.624104E+03, 6.694384E+03, 6.765089E+03, 6.836218E+03, 6.907772E+03, 6.979752E+03, 7.052159E+03, 7.124992E+03, 7.198252E+03, 7.271939E+03, 7.346055E+03, 7.420599E+03, 7.495571E+03, 7.570973E+03, 7.646805E+03, 7.723066E+03, 7.799758E+03, 7.876881E+03, 7.954435E+03, 8.032420E+03, 8.110837E+03, 8.189686E+03, 8.268968E+03, 8.348682E+03, 8.428830E+03, 8.509410E+03, 8.590424E+03, 8.671872E+03, 8.753754E+03, 8.836071E+03, 8.918822E+03, 9.002007E+03, 9.085628E+03, 9.169684E+03, 9.254175E+03, 9.339102E+03, 9.424465E+03, 9.510263E+03, 9.596498E+03, 9.683169E+03, 9.770276E+03, 9.857820E+03, 9.945801E+03, 1.003422E+04, 1.012307E+04, 1.021236E+04, 1.030209E+04, 1.039226E+04, 1.048286E+04, 1.057390E+04, 1.066537E+04, 1.075729E+04, 1.084964E+04, 1.094243E+04, 1.103566E+04, 1.112932E+04, 1.122342E+04, 1.131796E+04, 1.141293E+04, 1.150835E+04, 1.160420E+04, 1.170048E+04, 1.179721E+04, 1.189437E+04, 1.199197E+04, 1.209001E+04, 1.218848E+04, 1.228739E+04, 1.238673E+04, 1.248652E+04, 1.258674E+04, 1.268739E+04, 1.278848E+04, 1.289001E+04, 1.299198E+04, 1.309438E+04, 1.319721E+04, 1.330048E+04, 1.340419E+04, 1.350833E+04, 1.361290E+04, 1.371791E+04, 1.382336E+04, 1.392924E+04, 1.403555E+04, 1.414230E+04, 1.424948E+04, 1.435709E+04, 1.446514E+04, 1.457362E+04, 1.468253E+04, 1.479187E+04, 1.490165E+04, 1.501185E+04, 1.512249E+04, 1.523356E+04, 1.534506E+04, 1.545699E+04, 1.556935E+04, 1.568214E+04, 1.579536E+04, 1.590901E+04, 1.602309E+04, 1.613759E+04, 1.625253E+04, 1.636789E+04, 1.648367E+04, 1.659989E+04, 1.671653E+04, 1.683360E+04, 1.695109E+04, 1.706900E+04, 1.718735E+04, 1.730611E+04, 1.742530E+04, 1.754492E+04, 1.766495E+04, 1.778541E+04, 1.790629E+04, 1.802759E+04, 1.814932E+04, 1.827146E+04, 1.839402E+04, 1.851701E+04, 1.864041E+04, 1.876423E+04, 1.888847E+04, 1.901313E+04, 1.913820E+04, 1.926369E+04, 1.938959E+04, 1.951592E+04, 1.964265E+04, 1.976980E+04, 1.989737E+04, 2.002534E+04, 2.015373E+04, 2.028253E+04, 2.041175E+04, 2.054137E+04, 2.067141E+04, 2.080185E+04, 2.093270E+04, 2.106396E+04, 2.119563E+04, 2.132771E+04, 2.146019E+04, 2.159308E+04, 2.172638E+04, 2.186007E+04, 2.199418E+04, 2.212868E+04, 2.226359E+04, 2.239890E+04, 2.253461E+04, 2.267073E+04, 2.280724E+04, 2.294415E+04, 2.308146E+04, 2.321917E+04, 2.335728E+04, 2.349578E+04, 2.363468E+04, 2.377397E+04, 2.391366E+04, 2.405374E+04, 2.419421E+04, 2.433508E+04, 2.447634E+04, 2.461799E+04, 2.476002E+04, 2.490245E+04, 2.504527E+04, 2.518847E+04, 2.533206E+04, 2.547604E+04, 2.562040E+04, 2.576515E+04, 2.591028E+04, 2.605580E+04, 2.620169E+04, 2.634797E+04, 2.649463E+04, 2.664167E+04, 2.678908E+04, 2.693688E+04, 2.708505E+04, 2.723360E+04, 2.738253E+04, 2.753183E+04, 2.768151E+04, 2.783155E+04, 2.798198E+04, 2.813277E+04, 2.828393E+04, 2.843547E+04, 2.858737E+04, 2.873964E+04, 2.889228E+04, 2.904528E+04, 2.919865E+04, 2.935239E+04, ]) # ---------------------- M = 7, I = 5 --------------------------- M = 7 I = 5 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[5] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.157469E+01, 1.910172E+02, 3.804688E+02, 5.704593E+02, 7.606097E+02, 9.508401E+02, 1.141123E+03, 1.331447E+03, 1.521808E+03, 1.712208E+03, 1.902659E+03, 2.093190E+03, 2.283847E+03, 2.474702E+03, 2.665851E+03, 2.857410E+03, 3.049515E+03, 3.242316E+03, 3.435973E+03, 3.630652E+03, 3.826519E+03, 4.023741E+03, 4.222477E+03, 4.422884E+03, 4.625110E+03, 4.829294E+03, 5.035569E+03, 5.244058E+03, 5.454873E+03, 5.668122E+03, 5.883902E+03, 6.102304E+03, 6.323410E+03, 6.547298E+03, 6.774037E+03, 7.003694E+03, 7.236326E+03, 7.471990E+03, 7.710735E+03, 7.952609E+03, 8.197654E+03, 8.445909E+03, 8.697412E+03, 8.952197E+03, 9.210295E+03, 9.471735E+03, 9.736545E+03, 1.000475E+04, 1.027637E+04, 1.055144E+04, 1.082997E+04, 1.111198E+04, 1.139749E+04, 1.168652E+04, 1.197908E+04, 1.227520E+04, 1.257488E+04, 1.287815E+04, 1.318501E+04, 1.349548E+04, 1.380958E+04, 1.412731E+04, 1.444869E+04, 1.477374E+04, 1.510246E+04, 1.543486E+04, 1.577096E+04, 1.611078E+04, 1.645431E+04, 1.680158E+04, 1.715259E+04, 1.750736E+04, 1.786589E+04, 1.822821E+04, 1.859431E+04, 1.896422E+04, 1.933794E+04, 1.971548E+04, 2.009687E+04, 2.048210E+04, 2.087119E+04, 2.126415E+04, 2.166100E+04, 2.206174E+04, 2.246639E+04, 2.287496E+04, 2.328746E+04, 2.370391E+04, 2.412431E+04, 2.454868E+04, 2.497703E+04, 2.540938E+04, 2.584574E+04, 2.628611E+04, 2.673051E+04, 2.717896E+04, 2.763147E+04, 2.808804E+04, 2.854870E+04, 2.901346E+04, 2.948232E+04, 2.995531E+04, 3.043243E+04, 3.091370E+04, 3.139913E+04, 3.188873E+04, 3.238252E+04, 3.288051E+04, 3.338272E+04, 3.388915E+04, 3.439982E+04, 3.491474E+04, 3.543392E+04, 3.595739E+04, 3.648514E+04, 3.701720E+04, 3.755358E+04, 3.809428E+04, 3.863933E+04, 3.918873E+04, 3.974250E+04, 4.030065E+04, 4.086319E+04, 4.143014E+04, 4.200151E+04, 4.257730E+04, 4.315754E+04, 4.374223E+04, 4.433139E+04, 4.492502E+04, 4.552315E+04, 4.612578E+04, 4.673292E+04, 4.734459E+04, 4.796079E+04, 4.858154E+04, 4.920686E+04, 4.983674E+04, 5.047121E+04, 5.111027E+04, 5.175393E+04, 5.240221E+04, 5.305511E+04, 5.371265E+04, 5.437484E+04, 5.504169E+04, 5.571320E+04, 5.638939E+04, 5.707027E+04, 5.775584E+04, 5.844613E+04, 5.914113E+04, 5.984085E+04, 6.054532E+04, 6.125452E+04, 6.196849E+04, 6.268721E+04, 6.341071E+04, 6.413899E+04, 6.487206E+04, 6.560993E+04, 6.635261E+04, 6.710010E+04, 6.785242E+04, 6.860957E+04, 6.937155E+04, 7.013839E+04, 7.091008E+04, 7.168663E+04, 7.246805E+04, 7.325435E+04, 7.404554E+04, 7.484161E+04, 7.564259E+04, 7.644847E+04, 7.725926E+04, 7.807497E+04, 7.889561E+04, 7.972118E+04, 8.055169E+04, 8.138714E+04, 8.222754E+04, 8.307289E+04, 8.392321E+04, 8.477849E+04, 8.563874E+04, 8.650398E+04, 8.737419E+04, 8.824940E+04, 8.912959E+04, 9.001479E+04, 9.090498E+04, 9.180018E+04, 9.270040E+04, 9.360563E+04, 9.451588E+04, 9.543115E+04, 9.635146E+04, 9.727679E+04, 9.820716E+04, 9.914257E+04, 1.000830E+05, 1.010285E+05, 1.019791E+05, 1.029347E+05, 1.038953E+05, 1.048611E+05, 1.058318E+05, 1.068077E+05, 1.077886E+05, 1.087746E+05, 1.097656E+05, 1.107617E+05, 1.117630E+05, 1.127692E+05, 1.137806E+05, 1.147971E+05, 1.158186E+05, 1.168452E+05, 1.178769E+05, 1.189137E+05, 1.199556E+05, 1.210026E+05, 1.220546E+05, 1.231118E+05, 1.241741E+05, 1.252414E+05, 1.263139E+05, 1.273914E+05, 1.284741E+05, 1.295618E+05, 1.306547E+05, 1.317526E+05, 1.328556E+05, 1.339638E+05, 1.350770E+05, 1.361953E+05, 1.373188E+05, 1.384473E+05, 1.395809E+05, 1.407197E+05, 1.418635E+05, 1.430124E+05, 1.441664E+05, 1.453255E+05, 1.464897E+05, 1.476590E+05, 1.488334E+05, 1.500129E+05, 1.511974E+05, 1.523871E+05, 1.535818E+05, 1.547816E+05, 1.559865E+05, 1.571964E+05, 1.584115E+05, 1.596316E+05, 1.608568E+05, 1.620871E+05, 1.633224E+05, 1.645628E+05, 1.658083E+05, 1.670588E+05, 1.683144E+05, 1.695750E+05, 1.708407E+05, 1.721114E+05, 1.733872E+05, 1.746680E+05, 1.759539E+05, 1.772448E+05, 1.785407E+05, 1.798417E+05, 1.811477E+05, 1.824587E+05, 1.837748E+05, 1.850958E+05, 1.864219E+05, 1.877530E+05, 1.890890E+05, 1.904301E+05, 1.917762E+05, 1.931273E+05, 1.944833E+05, 1.958443E+05, 1.972104E+05, 1.985814E+05, 1.999573E+05, 2.013382E+05, 2.027241E+05, 2.041150E+05, 2.055107E+05, 2.069115E+05, 2.083171E+05, 2.097278E+05, 2.111433E+05, 2.125638E+05, 2.139891E+05, 2.154194E+05, 2.168546E+05, 2.182947E+05, 2.197397E+05, 2.211896E+05, 2.226444E+05, 2.241041E+05, 2.255686E+05, 2.270380E+05, 2.285122E+05, 2.299914E+05, 2.314753E+05, 2.329641E+05, 2.344578E+05, 2.359562E+05, 2.374595E+05, 2.389676E+05, 2.404806E+05, 2.419983E+05, 2.435208E+05, 2.450481E+05, 2.465802E+05, 2.481171E+05, 2.496587E+05, 2.512051E+05, 2.527563E+05, 2.543122E+05, 2.558729E+05, 2.574382E+05, 2.590083E+05, 2.605832E+05, 2.621627E+05, 2.637469E+05, 2.653359E+05, 2.669295E+05, 2.685278E+05, 2.701308E+05, 2.717384E+05, 2.733507E+05, 2.749677E+05, 2.765893E+05, 2.782155E+05, 2.798463E+05, 2.814818E+05, 2.831219E+05, 2.847665E+05, 2.864158E+05, 2.880697E+05, 2.897281E+05, 2.913911E+05, 2.930586E+05, 2.947307E+05, 2.964074E+05, 2.980885E+05, 2.997742E+05, 3.014644E+05, 3.031591E+05, 3.048584E+05, 3.065620E+05, 3.082702E+05, 3.099829E+05, 3.117000E+05, 3.134215E+05, 3.151475E+05, 3.168780E+05, 3.186128E+05, 3.203521E+05, 3.220958E+05, 3.238439E+05, 3.255963E+05, 3.273532E+05, 3.291144E+05, 3.308799E+05, 3.326499E+05, 3.344241E+05, 3.362027E+05, 3.379856E+05, 3.397728E+05, ]) # ---------------------- M = 7, I = 5 --------------------------- M = 7 I = 5 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[5] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.157469E+01, 1.910172E+02, 3.804688E+02, 5.704593E+02, 7.606097E+02, 9.508401E+02, 1.141123E+03, 1.331447E+03, 1.521808E+03, 1.712208E+03, 1.902659E+03, 2.093190E+03, 2.283847E+03, 2.474702E+03, 2.665851E+03, 2.857410E+03, 3.049515E+03, 3.242316E+03, 3.435973E+03, 3.630652E+03, 3.826519E+03, 4.023741E+03, 4.222477E+03, 4.422884E+03, 4.625110E+03, 4.829294E+03, 5.035569E+03, 5.244058E+03, 5.454873E+03, 5.668122E+03, 5.883902E+03, 6.102304E+03, 6.323410E+03, 6.547298E+03, 6.774037E+03, 7.003694E+03, 7.236326E+03, 7.471990E+03, 7.710735E+03, 7.952609E+03, 8.197654E+03, 8.445909E+03, 8.697412E+03, 8.952197E+03, 9.210295E+03, 9.471735E+03, 9.736545E+03, 1.000475E+04, 1.027637E+04, 1.055144E+04, 1.082997E+04, 1.111198E+04, 1.139749E+04, 1.168652E+04, 1.197908E+04, 1.227520E+04, 1.257488E+04, 1.287815E+04, 1.318501E+04, 1.349548E+04, 1.380958E+04, 1.412731E+04, 1.444869E+04, 1.477374E+04, 1.510246E+04, 1.543486E+04, 1.577096E+04, 1.611078E+04, 1.645431E+04, 1.680158E+04, 1.715259E+04, 1.750736E+04, 1.786589E+04, 1.822821E+04, 1.859431E+04, 1.896422E+04, 1.933794E+04, 1.971548E+04, 2.009687E+04, 2.048210E+04, 2.087119E+04, 2.126415E+04, 2.166100E+04, 2.206174E+04, 2.246639E+04, 2.287496E+04, 2.328746E+04, 2.370391E+04, 2.412431E+04, 2.454868E+04, 2.497703E+04, 2.540938E+04, 2.584574E+04, 2.628611E+04, 2.673051E+04, 2.717896E+04, 2.763147E+04, 2.808804E+04, 2.854870E+04, 2.901346E+04, 2.948232E+04, 2.995531E+04, 3.043243E+04, 3.091370E+04, 3.139913E+04, 3.188873E+04, 3.238252E+04, 3.288051E+04, 3.338272E+04, 3.388915E+04, 3.439982E+04, 3.491474E+04, 3.543392E+04, 3.595739E+04, 3.648514E+04, 3.701720E+04, 3.755358E+04, 3.809428E+04, 3.863933E+04, 3.918873E+04, 3.974250E+04, 4.030065E+04, 4.086319E+04, 4.143014E+04, 4.200151E+04, 4.257730E+04, 4.315754E+04, 4.374223E+04, 4.433139E+04, 4.492502E+04, 4.552315E+04, 4.612578E+04, 4.673292E+04, 4.734459E+04, 4.796079E+04, 4.858154E+04, 4.920686E+04, 4.983674E+04, 5.047121E+04, 5.111027E+04, 5.175393E+04, 5.240221E+04, 5.305511E+04, 5.371265E+04, 5.437484E+04, 5.504169E+04, 5.571320E+04, 5.638939E+04, 5.707027E+04, 5.775584E+04, 5.844613E+04, 5.914113E+04, 5.984085E+04, 6.054532E+04, 6.125452E+04, 6.196849E+04, 6.268721E+04, 6.341071E+04, 6.413899E+04, 6.487206E+04, 6.560993E+04, 6.635261E+04, 6.710010E+04, 6.785242E+04, 6.860957E+04, 6.937155E+04, 7.013839E+04, 7.091008E+04, 7.168663E+04, 7.246805E+04, 7.325435E+04, 7.404554E+04, 7.484161E+04, 7.564259E+04, 7.644847E+04, 7.725926E+04, 7.807497E+04, 7.889561E+04, 7.972118E+04, 8.055169E+04, 8.138714E+04, 8.222754E+04, 8.307289E+04, 8.392321E+04, 8.477849E+04, 8.563874E+04, 8.650398E+04, 8.737419E+04, 8.824940E+04, 8.912959E+04, 9.001479E+04, 9.090498E+04, 9.180018E+04, 9.270040E+04, 9.360563E+04, 9.451588E+04, 9.543115E+04, 9.635146E+04, 9.727679E+04, 9.820716E+04, 9.914257E+04, 1.000830E+05, 1.010285E+05, 1.019791E+05, 1.029347E+05, 1.038953E+05, 1.048611E+05, 1.058318E+05, 1.068077E+05, 1.077886E+05, 1.087746E+05, 1.097656E+05, 1.107617E+05, 1.117630E+05, 1.127692E+05, 1.137806E+05, 1.147971E+05, 1.158186E+05, 1.168452E+05, 1.178769E+05, 1.189137E+05, 1.199556E+05, 1.210026E+05, 1.220546E+05, 1.231118E+05, 1.241741E+05, 1.252414E+05, 1.263139E+05, 1.273914E+05, 1.284741E+05, 1.295618E+05, 1.306547E+05, 1.317526E+05, 1.328556E+05, 1.339638E+05, 1.350770E+05, 1.361953E+05, 1.373188E+05, 1.384473E+05, 1.395809E+05, 1.407197E+05, 1.418635E+05, 1.430124E+05, 1.441664E+05, 1.453255E+05, 1.464897E+05, 1.476590E+05, 1.488334E+05, 1.500129E+05, 1.511974E+05, 1.523871E+05, 1.535818E+05, 1.547816E+05, 1.559865E+05, 1.571964E+05, 1.584115E+05, 1.596316E+05, 1.608568E+05, 1.620871E+05, 1.633224E+05, 1.645628E+05, 1.658083E+05, 1.670588E+05, 1.683144E+05, 1.695750E+05, 1.708407E+05, 1.721114E+05, 1.733872E+05, 1.746680E+05, 1.759539E+05, 1.772448E+05, 1.785407E+05, 1.798417E+05, 1.811477E+05, 1.824587E+05, 1.837748E+05, 1.850958E+05, 1.864219E+05, 1.877530E+05, 1.890890E+05, 1.904301E+05, 1.917762E+05, 1.931273E+05, 1.944833E+05, 1.958443E+05, 1.972104E+05, 1.985814E+05, 1.999573E+05, 2.013382E+05, 2.027241E+05, 2.041150E+05, 2.055107E+05, 2.069115E+05, 2.083171E+05, 2.097278E+05, 2.111433E+05, 2.125638E+05, 2.139891E+05, 2.154194E+05, 2.168546E+05, 2.182947E+05, 2.197397E+05, 2.211896E+05, 2.226444E+05, 2.241041E+05, 2.255686E+05, 2.270380E+05, 2.285122E+05, 2.299914E+05, 2.314753E+05, 2.329641E+05, 2.344578E+05, 2.359562E+05, 2.374595E+05, 2.389676E+05, 2.404806E+05, 2.419983E+05, 2.435208E+05, 2.450481E+05, 2.465802E+05, 2.481171E+05, 2.496587E+05, 2.512051E+05, 2.527563E+05, 2.543122E+05, 2.558729E+05, 2.574382E+05, 2.590083E+05, 2.605832E+05, 2.621627E+05, 2.637469E+05, 2.653359E+05, 2.669295E+05, 2.685278E+05, 2.701308E+05, 2.717384E+05, 2.733507E+05, 2.749677E+05, 2.765893E+05, 2.782155E+05, 2.798463E+05, 2.814818E+05, 2.831219E+05, 2.847665E+05, 2.864158E+05, 2.880697E+05, 2.897281E+05, 2.913911E+05, 2.930586E+05, 2.947307E+05, 2.964074E+05, 2.980885E+05, 2.997742E+05, 3.014644E+05, 3.031591E+05, 3.048584E+05, 3.065620E+05, 3.082702E+05, 3.099829E+05, 3.117000E+05, 3.134215E+05, 3.151475E+05, 3.168780E+05, 3.186128E+05, 3.203521E+05, 3.220958E+05, 3.238439E+05, 3.255963E+05, 3.273532E+05, 3.291144E+05, 3.308799E+05, 3.326499E+05, 3.344241E+05, 3.362027E+05, 3.379856E+05, 3.397728E+05, ]) # ---------------------- M = 7, I = 6 --------------------------- M = 7 I = 6 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[5] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 7.197400E+01, 5.586187E+02, 1.111229E+03, 1.665410E+03, 2.220057E+03, 2.774938E+03, 3.329973E+03, 3.885127E+03, 4.440388E+03, 4.995759E+03, 5.551272E+03, 6.106999E+03, 6.663066E+03, 7.219666E+03, 7.777057E+03, 8.335560E+03, 8.895550E+03, 9.457446E+03, 1.002170E+04, 1.058877E+04, 1.115914E+04, 1.173327E+04, 1.231163E+04, 1.289467E+04, 1.348281E+04, 1.407645E+04, 1.467598E+04, 1.528176E+04, 1.589412E+04, 1.651337E+04, 1.713979E+04, 1.777365E+04, 1.841520E+04, 1.906465E+04, 1.972223E+04, 2.038811E+04, 2.106247E+04, 2.174549E+04, 2.243730E+04, 2.313805E+04, 2.384786E+04, 2.456684E+04, 2.529512E+04, 2.603279E+04, 2.677994E+04, 2.753666E+04, 2.830303E+04, 2.907913E+04, 2.986503E+04, 3.066080E+04, 3.146649E+04, 3.228216E+04, 3.310788E+04, 3.394370E+04, 3.478965E+04, 3.564581E+04, 3.651220E+04, 3.738887E+04, 3.827587E+04, 3.917323E+04, 4.008100E+04, 4.099922E+04, 4.192792E+04, 4.286713E+04, 4.381690E+04, 4.477727E+04, 4.574825E+04, 4.672990E+04, 4.772225E+04, 4.872532E+04, 4.973916E+04, 5.076379E+04, 5.179925E+04, 5.284558E+04, 5.390280E+04, 5.497096E+04, 5.605008E+04, 5.714021E+04, 5.824136E+04, 5.935359E+04, 6.047692E+04, 6.161139E+04, 6.275703E+04, 6.391387E+04, 6.508197E+04, 6.626134E+04, 6.745202E+04, 6.865406E+04, 6.986749E+04, 7.109234E+04, 7.232865E+04, 7.357646E+04, 7.483581E+04, 7.610672E+04, 7.738925E+04, 7.868343E+04, 7.998930E+04, 8.130689E+04, 8.263624E+04, 8.397740E+04, 8.533040E+04, 8.669528E+04, 8.807207E+04, 8.946082E+04, 9.086157E+04, 9.227436E+04, 9.369922E+04, 9.513619E+04, 9.658532E+04, 9.804664E+04, 9.952019E+04, 1.010060E+05, 1.025041E+05, 1.040146E+05, 1.055375E+05, 1.070728E+05, 1.086206E+05, 1.101808E+05, 1.117536E+05, 1.133390E+05, 1.149371E+05, 1.165477E+05, 1.181711E+05, 1.198072E+05, 1.214561E+05, 1.231178E+05, 1.247924E+05, 1.264798E+05, 1.281802E+05, 1.298935E+05, 1.316198E+05, 1.333592E+05, 1.351116E+05, 1.368771E+05, 1.386558E+05, 1.404477E+05, 1.422528E+05, 1.440711E+05, 1.459027E+05, 1.477476E+05, 1.496059E+05, 1.514775E+05, 1.533626E+05, 1.552611E+05, 1.571732E+05, 1.590987E+05, 1.610378E+05, 1.629905E+05, 1.649567E+05, 1.669367E+05, 1.689303E+05, 1.709376E+05, 1.729586E+05, 1.749935E+05, 1.770421E+05, 1.791045E+05, 1.811808E+05, 1.832710E+05, 1.853751E+05, 1.874931E+05, 1.896251E+05, 1.917711E+05, 1.939311E+05, 1.961052E+05, 1.982934E+05, 2.004956E+05, 2.027120E+05, 2.049425E+05, 2.071872E+05, 2.094461E+05, 2.117192E+05, 2.140066E+05, 2.163082E+05, 2.186241E+05, 2.209544E+05, 2.232989E+05, 2.256579E+05, 2.280312E+05, 2.304189E+05, 2.328211E+05, 2.352376E+05, 2.376687E+05, 2.401142E+05, 2.425742E+05, 2.450488E+05, 2.475379E+05, 2.500415E+05, 2.525597E+05, 2.550925E+05, 2.576400E+05, 2.602020E+05, 2.627787E+05, 2.653700E+05, 2.679761E+05, 2.705968E+05, 2.732322E+05, 2.758823E+05, 2.785471E+05, 2.812268E+05, 2.839211E+05, 2.866302E+05, 2.893542E+05, 2.920929E+05, 2.948464E+05, 2.976148E+05, 3.003980E+05, 3.031960E+05, 3.060089E+05, 3.088366E+05, 3.116792E+05, 3.145368E+05, 3.174092E+05, 3.202965E+05, 3.231987E+05, 3.261158E+05, 3.290479E+05, 3.319949E+05, 3.349569E+05, 3.379338E+05, 3.409257E+05, 3.439325E+05, 3.469543E+05, 3.499911E+05, 3.530429E+05, 3.561096E+05, 3.591914E+05, 3.622881E+05, 3.653999E+05, 3.685267E+05, 3.716684E+05, 3.748252E+05, 3.779970E+05, 3.811839E+05, 3.843857E+05, 3.876026E+05, 3.908345E+05, 3.940814E+05, 3.973434E+05, 4.006204E+05, 4.039124E+05, 4.072195E+05, 4.105416E+05, 4.138787E+05, 4.172308E+05, 4.205980E+05, 4.239803E+05, 4.273775E+05, 4.307898E+05, 4.342171E+05, 4.376594E+05, 4.411168E+05, 4.445892E+05, 4.480765E+05, 4.515790E+05, 4.550964E+05, 4.586288E+05, 4.621762E+05, 4.657386E+05, 4.693160E+05, 4.729085E+05, 4.765158E+05, 4.801382E+05, 4.837756E+05, 4.874279E+05, 4.910951E+05, 4.947774E+05, 4.984745E+05, 5.021866E+05, 5.059137E+05, 5.096557E+05, 5.134126E+05, 5.171844E+05, 5.209711E+05, 5.247727E+05, 5.285892E+05, 5.324206E+05, 5.362668E+05, 5.401279E+05, 5.440038E+05, 5.478946E+05, 5.518002E+05, 5.557207E+05, 5.596559E+05, 5.636060E+05, 5.675708E+05, 5.715504E+05, 5.755448E+05, 5.795539E+05, 5.835777E+05, 5.876163E+05, 5.916696E+05, 5.957376E+05, 5.998203E+05, 6.039177E+05, 6.080298E+05, 6.121564E+05, 6.162978E+05, 6.204537E+05, 6.246243E+05, 6.288094E+05, 6.330091E+05, 6.372234E+05, 6.414523E+05, 6.456957E+05, 6.499535E+05, 6.542259E+05, 6.585128E+05, 6.628142E+05, 6.671300E+05, 6.714602E+05, 6.758049E+05, 6.801639E+05, 6.845374E+05, 6.889252E+05, 6.933274E+05, 6.977439E+05, 7.021747E+05, 7.066198E+05, 7.110792E+05, 7.155528E+05, 7.200407E+05, 7.245429E+05, 7.290592E+05, 7.335897E+05, 7.381343E+05, 7.426932E+05, 7.472661E+05, 7.518531E+05, 7.564543E+05, 7.610694E+05, 7.656987E+05, 7.703419E+05, 7.749992E+05, 7.796704E+05, 7.843556E+05, 7.890547E+05, 7.937678E+05, 7.984947E+05, 8.032355E+05, 8.079901E+05, 8.127586E+05, 8.175409E+05, 8.223370E+05, 8.271468E+05, 8.319703E+05, 8.368076E+05, 8.416586E+05, 8.465232E+05, 8.514015E+05, 8.562933E+05, 8.611988E+05, 8.661178E+05, 8.710504E+05, 8.759965E+05, 8.809561E+05, 8.859292E+05, 8.909157E+05, 8.959156E+05, 9.009290E+05, 9.059557E+05, 9.109957E+05, 9.160491E+05, 9.211157E+05, 9.261956E+05, 9.312888E+05, 9.363952E+05, 9.415147E+05, 9.466474E+05, 9.517933E+05, 9.569522E+05, 9.621243E+05, 9.673094E+05, 9.725075E+05, 9.777186E+05, 9.829427E+05, 9.881797E+05, ]) # ---------------------- M = 8, I = 1 --------------------------- M = 8 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.187882E+01, 5.438944E+01, 1.046755E+02, 1.605493E+02, 2.237848E+02, 2.936074E+02, 3.693790E+02, 4.493987E+02, 5.325091E+02, 6.180282E+02, 7.054511E+02, 7.943992E+02, 8.845954E+02, 9.758218E+02, 1.067921E+03, 1.160750E+03, 1.254256E+03, 1.348352E+03, 1.443007E+03, 1.538179E+03, 1.633904E+03, 1.730134E+03, 1.826913E+03, 1.924263E+03, 2.022194E+03, 2.120743E+03, 2.219926E+03, 2.319814E+03, 2.420412E+03, 2.521749E+03, 2.623906E+03, 2.726868E+03, 2.830696E+03, 2.935398E+03, 3.041038E+03, 3.147623E+03, 3.255221E+03, 3.363806E+03, 3.473413E+03, 3.584110E+03, 3.695900E+03, 3.808781E+03, 3.922787E+03, 4.037949E+03, 4.154301E+03, 4.271797E+03, 4.390503E+03, 4.510451E+03, 4.631630E+03, 4.754023E+03, 4.877700E+03, 5.002642E+03, 5.128876E+03, 5.256379E+03, 5.385224E+03, 5.515334E+03, 5.646783E+03, 5.779540E+03, 5.913678E+03, 6.049113E+03, 6.185916E+03, 6.324108E+03, 6.463595E+03, 6.604508E+03, 6.746748E+03, 6.890451E+03, 7.035454E+03, 7.181892E+03, 7.329656E+03, 7.478888E+03, 7.629473E+03, 7.781490E+03, 7.934955E+03, 8.089742E+03, 8.246004E+03, 8.403681E+03, 8.562787E+03, 8.723261E+03, 8.885184E+03, 9.048571E+03, 9.213358E+03, 9.379626E+03, 9.547237E+03, 9.716351E+03, 9.886903E+03, 1.005890E+04, 1.023227E+04, 1.040718E+04, 1.058348E+04, 1.076127E+04, 1.094045E+04, 1.112113E+04, 1.130323E+04, 1.148684E+04, 1.167188E+04, 1.185836E+04, 1.204629E+04, 1.223566E+04, 1.242649E+04, 1.261887E+04, 1.281263E+04, 1.300787E+04, 1.320458E+04, 1.340278E+04, 1.360238E+04, 1.380347E+04, 1.400606E+04, 1.421006E+04, 1.441557E+04, 1.462260E+04, 1.483105E+04, 1.504093E+04, 1.525234E+04, 1.546529E+04, 1.567956E+04, 1.589539E+04, 1.611265E+04, 1.633148E+04, 1.655176E+04, 1.677349E+04, 1.699667E+04, 1.722133E+04, 1.744744E+04, 1.767514E+04, 1.790419E+04, 1.813483E+04, 1.836696E+04, 1.860044E+04, 1.883553E+04, 1.907199E+04, 1.931006E+04, 1.954950E+04, 1.979055E+04, 2.003299E+04, 2.027692E+04, 2.052237E+04, 2.076931E+04, 2.101764E+04, 2.126762E+04, 2.151898E+04, 2.177186E+04, 2.202612E+04, 2.228205E+04, 2.253936E+04, 2.279821E+04, 2.305845E+04, 2.332023E+04, 2.358354E+04, 2.384840E+04, 2.411465E+04, 2.438245E+04, 2.465165E+04, 2.492240E+04, 2.519456E+04, 2.546842E+04, 2.574354E+04, 2.602037E+04, 2.629846E+04, 2.657826E+04, 2.685948E+04, 2.714211E+04, 2.742631E+04, 2.771194E+04, 2.799913E+04, 2.828791E+04, 2.857810E+04, 2.886972E+04, 2.916292E+04, 2.945755E+04, 2.975376E+04, 3.005141E+04, 3.035064E+04, 3.065130E+04, 3.095340E+04, 3.125708E+04, 3.156221E+04, ]) # ---------------------- M = 8, I = 2 --------------------------- M = 8 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 7.941320E+00, 3.745917E+01, 7.221608E+01, 1.108280E+02, 1.545250E+02, 2.027736E+02, 2.552148E+02, 3.105134E+02, 3.679482E+02, 4.270480E+02, 4.874637E+02, 5.489392E+02, 6.112725E+02, 6.743180E+02, 7.379665E+02, 8.021363E+02, 8.667588E+02, 9.318076E+02, 9.972455E+02, 1.063065E+03, 1.129260E+03, 1.195844E+03, 1.262803E+03, 1.330177E+03, 1.397975E+03, 1.466208E+03, 1.534920E+03, 1.604131E+03, 1.673861E+03, 1.744132E+03, 1.814968E+03, 1.886392E+03, 1.958449E+03, 2.031145E+03, 2.104487E+03, 2.178540E+03, 2.253291E+03, 2.328765E+03, 2.404963E+03, 2.481933E+03, 2.559679E+03, 2.638222E+03, 2.717563E+03, 2.797724E+03, 2.878728E+03, 2.960569E+03, 3.043241E+03, 3.126792E+03, 3.211244E+03, 3.296556E+03, 3.382746E+03, 3.469862E+03, 3.557861E+03, 3.646792E+03, 3.736671E+03, 3.827446E+03, 3.919168E+03, 4.011816E+03, 4.105405E+03, 4.199946E+03, 4.295455E+03, 4.391908E+03, 4.489355E+03, 4.587730E+03, 4.687084E+03, 4.787429E+03, 4.888735E+03, 4.991012E+03, 5.094314E+03, 5.198564E+03, 5.303815E+03, 5.410032E+03, 5.517270E+03, 5.625490E+03, 5.734750E+03, 5.844962E+03, 5.956183E+03, 6.068418E+03, 6.181628E+03, 6.295921E+03, 6.411150E+03, 6.527425E+03, 6.644701E+03, 6.762984E+03, 6.882281E+03, 7.002598E+03, 7.123940E+03, 7.246257E+03, 7.369611E+03, 7.494009E+03, 7.619456E+03, 7.745839E+03, 7.873343E+03, 8.001789E+03, 8.131307E+03, 8.261840E+03, 8.393389E+03, 8.525963E+03, 8.659562E+03, 8.794193E+03, 8.929860E+03, 9.066566E+03, 9.204314E+03, 9.343044E+03, 9.482892E+03, 9.623727E+03, 9.765553E+03, 9.908441E+03, 1.005239E+04, 1.019735E+04, 1.034337E+04, 1.049040E+04, 1.063844E+04, 1.078756E+04, 1.093769E+04, 1.108883E+04, 1.124107E+04, 1.139433E+04, 1.154862E+04, 1.170400E+04, 1.186034E+04, 1.201778E+04, 1.217626E+04, 1.233577E+04, 1.249631E+04, 1.265790E+04, 1.282053E+04, 1.298420E+04, 1.314892E+04, 1.331460E+04, 1.348141E+04, 1.364928E+04, 1.381820E+04, 1.398809E+04, 1.415904E+04, 1.433114E+04, 1.450421E+04, 1.467825E+04, 1.485345E+04, 1.502963E+04, 1.520687E+04, 1.538519E+04, 1.556458E+04, 1.574495E+04, 1.592640E+04, 1.610883E+04, 1.629244E+04, 1.647703E+04, 1.666261E+04, 1.684928E+04, 1.703703E+04, 1.722587E+04, 1.741570E+04, 1.760653E+04, 1.779854E+04, 1.799145E+04, 1.818556E+04, 1.838056E+04, 1.857677E+04, 1.877397E+04, 1.897217E+04, 1.917148E+04, 1.937178E+04, 1.957319E+04, 1.977572E+04, 1.997924E+04, 2.018376E+04, 2.038940E+04, 2.059605E+04, 2.080370E+04, 2.101258E+04, 2.122235E+04, 2.143324E+04, 2.164514E+04, 2.185817E+04, 2.207220E+04, ]) # ---------------------- M = 8, I = 3 --------------------------- M = 8 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.189184E+01, 5.706583E+01, 1.101111E+02, 1.690336E+02, 2.357137E+02, 3.093392E+02, 3.894382E+02, 4.738273E+02, 5.614765E+02, 6.516668E+02, 7.438655E+02, 8.376816E+02, 9.328071E+02, 1.029019E+03, 1.126152E+03, 1.224093E+03, 1.322726E+03, 1.422012E+03, 1.521894E+03, 1.622376E+03, 1.723436E+03, 1.825094E+03, 1.927347E+03, 2.030239E+03, 2.133784E+03, 2.238044E+03, 2.343022E+03, 2.448769E+03, 2.555318E+03, 2.662726E+03, 2.771034E+03, 2.880252E+03, 2.990447E+03, 3.101631E+03, 3.213843E+03, 3.327092E+03, 3.441482E+03, 3.556955E+03, 3.673617E+03, 3.791438E+03, 3.910456E+03, 4.030706E+03, 4.152188E+03, 4.274977E+03, 4.399026E+03, 4.524369E+03, 4.651037E+03, 4.779063E+03, 4.908435E+03, 5.039134E+03, 5.171234E+03, 5.304767E+03, 5.439664E+03, 5.575945E+03, 5.713690E+03, 5.852870E+03, 5.993512E+03, 6.135528E+03, 6.279050E+03, 6.424044E+03, 6.570531E+03, 6.718415E+03, 6.867831E+03, 7.018739E+03, 7.171158E+03, 7.325106E+03, 7.480473E+03, 7.637402E+03, 7.795844E+03, 7.955817E+03, 8.117334E+03, 8.280340E+03, 8.444852E+03, 8.610949E+03, 8.778504E+03, 8.947672E+03, 9.118396E+03, 9.290609E+03, 9.464401E+03, 9.639785E+03, 9.816691E+03, 9.995128E+03, 1.017511E+04, 1.035664E+04, 1.053982E+04, 1.072449E+04, 1.091073E+04, 1.109857E+04, 1.128800E+04, 1.147896E+04, 1.167153E+04, 1.186564E+04, 1.206128E+04, 1.225857E+04, 1.245741E+04, 1.265782E+04, 1.285979E+04, 1.306344E+04, 1.326857E+04, 1.347539E+04, 1.368371E+04, 1.389363E+04, 1.410515E+04, 1.431819E+04, 1.453295E+04, 1.474923E+04, 1.496703E+04, 1.518647E+04, 1.540755E+04, 1.563017E+04, 1.585444E+04, 1.608026E+04, 1.630775E+04, 1.653679E+04, 1.676739E+04, 1.699955E+04, 1.723340E+04, 1.746882E+04, 1.770581E+04, 1.794450E+04, 1.818465E+04, 1.842652E+04, 1.866997E+04, 1.891501E+04, 1.916153E+04, 1.940978E+04, 1.965962E+04, 1.991107E+04, 2.016414E+04, 2.041882E+04, 2.067511E+04, 2.093290E+04, 2.119244E+04, 2.145347E+04, 2.171627E+04, 2.198056E+04, 2.224635E+04, 2.251392E+04, 2.278313E+04, 2.305384E+04, 2.332620E+04, 2.360007E+04, 2.387573E+04, 2.415291E+04, 2.443174E+04, 2.471209E+04, 2.499410E+04, 2.527778E+04, 2.556313E+04, 2.584999E+04, 2.613838E+04, 2.642845E+04, 2.672019E+04, 2.701361E+04, 2.730857E+04, 2.760506E+04, 2.790322E+04, 2.820309E+04, 2.850449E+04, 2.880758E+04, 2.911222E+04, 2.941855E+04, 2.972642E+04, 3.003600E+04, 3.034711E+04, 3.065978E+04, 3.097415E+04, 3.129023E+04, 3.160787E+04, 3.192705E+04, 3.224796E+04, 3.257041E+04, 3.289459E+04, 3.322032E+04, 3.354777E+04, 3.387661E+04, ]) # ---------------------- M = 9, I = 1 --------------------------- M = 9 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.454300E+00, 1.022319E+02, 2.882009E+02, 5.289590E+02, 8.141879E+02, 1.138246E+03, 1.498364E+03, 1.893680E+03, 2.324649E+03, 2.792534E+03, 3.299086E+03, 3.846299E+03, 4.436548E+03, 5.072346E+03, 5.756332E+03, 6.491539E+03, 7.281118E+03, 8.128285E+03, 9.036571E+03, 1.000965E+04, 1.105141E+04, 1.216570E+04, 1.335683E+04, 1.462901E+04, 1.598660E+04, 1.743436E+04, 1.897692E+04, 2.061904E+04, 2.236584E+04, 2.422246E+04, 2.619414E+04, 2.828645E+04, 3.050468E+04, 3.285482E+04, 3.534284E+04, 3.797440E+04, 4.075593E+04, 4.369377E+04, 4.679420E+04, 5.006431E+04, 5.351042E+04, 5.713968E+04, 6.095944E+04, 6.497664E+04, 6.919892E+04, 7.363414E+04, 7.828963E+04, 8.317352E+04, 8.829416E+04, 9.365966E+04, 9.927870E+04, 1.051597E+05, 1.113113E+05, 1.177434E+05, 1.244642E+05, 1.314837E+05, 1.388114E+05, 1.464570E+05, 1.544299E+05, 1.627414E+05, 1.714005E+05, 1.804188E+05, 1.898065E+05, 1.995743E+05, 2.097337E+05, 2.202957E+05, 2.312719E+05, 2.426739E+05, 2.545138E+05, 2.668032E+05, 2.795549E+05, 2.927811E+05, 3.064944E+05, 3.207079E+05, 3.354346E+05, 3.506881E+05, 3.664818E+05, 3.828290E+05, 3.997436E+05, 4.172406E+05, 4.353337E+05, 4.540374E+05, 4.733667E+05, 4.933375E+05, 5.139636E+05, 5.352603E+05, 5.572451E+05, 5.799322E+05, 6.033387E+05, 6.274802E+05, 6.523742E+05, 6.780366E+05, 7.044845E+05, 7.317353E+05, 7.598073E+05, 7.887176E+05, 8.184840E+05, 8.491238E+05, 8.806575E+05, 9.131028E+05, 9.464777E+05, 9.808023E+05, 1.016096E+06, 1.052379E+06, 1.089669E+06, 1.127988E+06, 1.167357E+06, 1.207794E+06, 1.249321E+06, 1.291961E+06, 1.335732E+06, 1.380659E+06, 1.426761E+06, 1.474061E+06, 1.522583E+06, 1.572347E+06, 1.623377E+06, 1.675696E+06, 1.729329E+06, 1.784297E+06, 1.840624E+06, 1.898336E+06, 1.957457E+06, 2.018012E+06, 2.080025E+06, 2.143521E+06, 2.208524E+06, 2.275064E+06, 2.343163E+06, 2.412851E+06, 2.484152E+06, 2.557091E+06, 2.631700E+06, 2.708003E+06, 2.786027E+06, 2.865802E+06, 2.947356E+06, 3.030718E+06, 3.115914E+06, 3.202976E+06, 3.291932E+06, 3.382810E+06, 3.475643E+06, 3.570459E+06, 3.667290E+06, 3.766164E+06, 3.867117E+06, 3.970174E+06, 4.075372E+06, 4.182739E+06, 4.292312E+06, 4.404117E+06, 4.518192E+06, 4.634568E+06, 4.753277E+06, 4.874358E+06, 4.997837E+06, 5.123754E+06, 5.252144E+06, 5.383038E+06, 5.516472E+06, 5.652484E+06, 5.791109E+06, 5.932381E+06, 6.076339E+06, 6.223016E+06, 6.372454E+06, 6.524687E+06, 6.679752E+06, 6.837689E+06, 6.998536E+06, 7.162331E+06, 7.329112E+06, 7.498922E+06, 7.671795E+06, 7.847772E+06, ]) # ---------------------- M = 9, I = 2 --------------------------- M = 9 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.314830E+00, 1.027046E+02, 2.895361E+02, 5.313995E+02, 8.179047E+02, 1.143446E+03, 1.505213E+03, 1.902320E+03, 2.335259E+03, 2.805284E+03, 3.314118E+03, 3.863828E+03, 4.456728E+03, 5.095327E+03, 5.782419E+03, 6.520963E+03, 7.314000E+03, 8.164932E+03, 9.077250E+03, 1.005464E+04, 1.110102E+04, 1.222023E+04, 1.341664E+04, 1.469432E+04, 1.605802E+04, 1.751204E+04, 1.906127E+04, 2.071061E+04, 2.246511E+04, 2.432974E+04, 2.631009E+04, 2.841143E+04, 3.063941E+04, 3.299970E+04, 3.549845E+04, 3.814136E+04, 4.093511E+04, 4.388563E+04, 4.699944E+04, 5.028368E+04, 5.374467E+04, 5.738960E+04, 6.122559E+04, 6.526014E+04, 6.950067E+04, 7.395475E+04, 7.863036E+04, 8.353538E+04, 8.867784E+04, 9.406655E+04, 9.970955E+04, 1.056157E+05, 1.117939E+05, 1.182531E+05, 1.250031E+05, 1.320525E+05, 1.394112E+05, 1.470895E+05, 1.550966E+05, 1.634432E+05, 1.721394E+05, 1.811964E+05, 1.906239E+05, 2.004330E+05, 2.106356E+05, 2.212424E+05, 2.322657E+05, 2.437162E+05, 2.556059E+05, 2.679482E+05, 2.807536E+05, 2.940361E+05, 3.078079E+05, 3.220813E+05, 3.368710E+05, 3.521889E+05, 3.680495E+05, 3.844658E+05, 4.014520E+05, 4.190232E+05, 4.371929E+05, 4.559761E+05, 4.753874E+05, 4.954424E+05, 5.161552E+05, 5.375425E+05, 5.596200E+05, 5.824029E+05, 6.059083E+05, 6.301519E+05, 6.551502E+05, 6.809212E+05, 7.074811E+05, 7.348473E+05, 7.630374E+05, 7.920695E+05, 8.219613E+05, 8.527311E+05, 8.843978E+05, 9.169790E+05, 9.504949E+05, 9.849644E+05, 1.020406E+06, 1.056841E+06, 1.094290E+06, 1.132770E+06, 1.172304E+06, 1.212911E+06, 1.254614E+06, 1.297432E+06, 1.341388E+06, 1.386503E+06, 1.432799E+06, 1.480299E+06, 1.529023E+06, 1.578997E+06, 1.630242E+06, 1.682781E+06, 1.736639E+06, 1.791837E+06, 1.848402E+06, 1.906357E+06, 1.965726E+06, 2.026534E+06, 2.088807E+06, 2.152569E+06, 2.217847E+06, 2.284665E+06, 2.353051E+06, 2.423030E+06, 2.494629E+06, 2.567875E+06, 2.642796E+06, 2.719418E+06, 2.797771E+06, 2.877882E+06, 2.959776E+06, 3.043487E+06, 3.129040E+06, 3.216467E+06, 3.305794E+06, 3.397055E+06, 3.490276E+06, 3.585490E+06, 3.682726E+06, 3.782016E+06, 3.883388E+06, 3.986878E+06, 4.092517E+06, 4.200333E+06, 4.310363E+06, 4.422637E+06, 4.537190E+06, 4.654052E+06, 4.773258E+06, 4.894845E+06, 5.018842E+06, 5.145286E+06, 5.274211E+06, 5.405652E+06, 5.539647E+06, 5.676225E+06, 5.815431E+06, 5.957293E+06, 6.101851E+06, 6.249144E+06, 6.399204E+06, 6.552073E+06, 6.707787E+06, 6.866385E+06, 7.027904E+06, 7.192382E+06, 7.359862E+06, 7.530380E+06, 7.703973E+06, 7.880689E+06, ]) # ---------------------- M = 10, I = 1 --------------------------- M = 10 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.067800E+00, 2.332671E+02, 6.566540E+02, 1.204608E+03, 1.853462E+03, 2.589584E+03, 3.403999E+03, 4.290795E+03, 5.246348E+03, 6.268939E+03, 7.358458E+03, 8.515917E+03, 9.743304E+03, 1.104335E+04, 1.241945E+04, 1.387519E+04, 1.541486E+04, 1.704306E+04, 1.876472E+04, 2.058489E+04, 2.250873E+04, 2.454224E+04, 2.669106E+04, 2.896127E+04, 3.135884E+04, 3.389046E+04, 3.656272E+04, 3.938207E+04, 4.235539E+04, 4.549001E+04, 4.879273E+04, 5.227161E+04, 5.593368E+04, 5.978687E+04, 6.383887E+04, 6.809790E+04, 7.257236E+04, 7.727028E+04, 8.220086E+04, 8.737241E+04, 9.279450E+04, 9.847505E+04, 1.044246E+05, 1.106525E+05, 1.171684E+05, 1.239821E+05, 1.311035E+05, 1.385434E+05, 1.463120E+05, 1.544204E+05, 1.628794E+05, 1.717004E+05, 1.808944E+05, 1.904724E+05, 2.004476E+05, 2.108313E+05, 2.216352E+05, 2.328730E+05, 2.445559E+05, 2.566978E+05, 2.693113E+05, 2.824111E+05, 2.960088E+05, 3.101196E+05, 3.247566E+05, 3.399344E+05, 3.556676E+05, 3.719701E+05, 3.888595E+05, 4.063475E+05, 4.244521E+05, 4.431882E+05, 4.625704E+05, 4.826163E+05, 5.033429E+05, 5.247666E+05, 5.469033E+05, 5.697703E+05, 5.933851E+05, 6.177656E+05, 6.429297E+05, 6.688959E+05, 6.956828E+05, 7.233073E+05, 7.517906E+05, 7.811517E+05, 8.114085E+05, 8.425809E+05, 8.746909E+05, 9.077571E+05, 9.417998E+05, 9.768401E+05, 1.012899E+06, 1.050001E+06, 1.088162E+06, 1.127407E+06, 1.167759E+06, 1.209239E+06, 1.251871E+06, 1.295677E+06, 1.340680E+06, 1.386904E+06, 1.434373E+06, 1.483110E+06, 1.533142E+06, 1.584490E+06, 1.637182E+06, 1.691244E+06, 1.746699E+06, 1.803572E+06, 1.861893E+06, 1.921685E+06, 1.982978E+06, 2.045797E+06, 2.110167E+06, 2.176121E+06, 2.243683E+06, 2.312882E+06, 2.383749E+06, 2.456307E+06, 2.530594E+06, 2.606631E+06, 2.684450E+06, 2.764086E+06, 2.845564E+06, 2.928916E+06, 3.014177E+06, 3.101370E+06, 3.190535E+06, 3.281700E+06, 3.374897E+06, 3.470160E+06, 3.567520E+06, 3.667012E+06, 3.768671E+06, 3.872526E+06, 3.978618E+06, 4.086977E+06, 4.197639E+06, 4.310638E+06, 4.426011E+06, 4.543793E+06, 4.664020E+06, 4.786729E+06, 4.911957E+06, 5.039746E+06, 5.170124E+06, 5.303134E+06, 5.438818E+06, 5.577205E+06, 5.718344E+06, 5.862272E+06, 6.009019E+06, 6.158638E+06, 6.311162E+06, 6.466636E+06, 6.625096E+06, 6.786586E+06, 6.951149E+06, 7.118822E+06, 7.289654E+06, 7.463683E+06, 7.640954E+06, 7.821510E+06, 8.005394E+06, 8.192658E+06, 8.383334E+06, 8.577472E+06, 8.775125E+06, 8.976324E+06, 9.181131E+06, 9.389576E+06, 9.601719E+06, 9.817605E+06, 1.003727E+07, 1.026078E+07, ]) # ---------------------- M = 11, I = 1 --------------------------- M = 11 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.834090E+00, 3.544986E+01, 8.933083E+01, 1.601234E+02, 2.441067E+02, 3.392668E+02, 4.443978E+02, 5.586602E+02, 6.814457E+02, 8.123287E+02, 9.510416E+02, 1.097456E+03, 1.251567E+03, 1.413475E+03, 1.583372E+03, 1.761529E+03, 1.948287E+03, 2.144046E+03, 2.349255E+03, 2.564410E+03, 2.790043E+03, 3.026722E+03, 3.275047E+03, 3.535644E+03, 3.809167E+03, 4.096297E+03, 4.397737E+03, 4.714220E+03, 5.046499E+03, 5.395358E+03, 5.761605E+03, 6.146077E+03, 6.549640E+03, 6.973192E+03, 7.417660E+03, 7.884006E+03, 8.373224E+03, 8.886347E+03, 9.424443E+03, 9.988617E+03, 1.058002E+04, 1.119983E+04, 1.184929E+04, 1.252967E+04, 1.324228E+04, 1.398851E+04, 1.476975E+04, 1.558747E+04, 1.644319E+04, 1.733848E+04, 1.827495E+04, 1.925429E+04, 2.027822E+04, 2.134854E+04, 2.246709E+04, 2.363579E+04, 2.485661E+04, 2.613158E+04, 2.746282E+04, 2.885248E+04, 3.030281E+04, 3.181610E+04, 3.339475E+04, 3.504120E+04, 3.675797E+04, 3.854766E+04, 4.041296E+04, 4.235662E+04, 4.438148E+04, 4.649045E+04, 4.868654E+04, 5.097282E+04, 5.335248E+04, 5.582878E+04, 5.840505E+04, 6.108474E+04, 6.387137E+04, 6.676857E+04, 6.978004E+04, 7.290961E+04, 7.616117E+04, 7.953873E+04, 8.304638E+04, 8.668833E+04, 9.046886E+04, 9.439239E+04, 9.846341E+04, 1.026865E+05, 1.070664E+05, 1.116079E+05, 1.163160E+05, 1.211955E+05, 1.262517E+05, 1.314898E+05, 1.369150E+05, 1.425329E+05, 1.483489E+05, 1.543688E+05, 1.605982E+05, 1.670429E+05, 1.737090E+05, 1.806025E+05, 1.877295E+05, 1.950963E+05, 2.027093E+05, 2.105748E+05, 2.186995E+05, 2.270900E+05, 2.357531E+05, 2.446956E+05, 2.539243E+05, 2.634465E+05, 2.732691E+05, 2.833994E+05, 2.938447E+05, 3.046123E+05, 3.157098E+05, 3.271446E+05, 3.389245E+05, 3.510570E+05, 3.635501E+05, 3.764116E+05, 3.896493E+05, 4.032714E+05, 4.172859E+05, 4.317008E+05, 4.465246E+05, 4.617653E+05, 4.774313E+05, 4.935310E+05, 5.100729E+05, 5.270654E+05, 5.445171E+05, 5.624366E+05, 5.808324E+05, 5.997132E+05, 6.190879E+05, 6.389651E+05, 6.593535E+05, 6.802621E+05, 7.016996E+05, 7.236749E+05, 7.461970E+05, 7.692747E+05, 7.929169E+05, 8.171327E+05, 8.419309E+05, 8.673206E+05, 8.933106E+05, 9.199101E+05, 9.471280E+05, 9.749732E+05, 1.003455E+06, 1.032582E+06, 1.062363E+06, 1.092807E+06, 1.123924E+06, 1.155722E+06, 1.188210E+06, 1.221397E+06, 1.255292E+06, 1.289903E+06, 1.325240E+06, 1.361311E+06, 1.398126E+06, 1.435692E+06, 1.474019E+06, 1.513114E+06, 1.552988E+06, 1.593648E+06, 1.635103E+06, 1.677361E+06, 1.720431E+06, 1.764321E+06, 1.809040E+06, 1.854596E+06, 1.900996E+06, 1.948250E+06, 1.996365E+06, 2.045349E+06, 2.095211E+06, 2.145958E+06, 2.197599E+06, 2.250140E+06, 2.303590E+06, 2.357956E+06, 2.413246E+06, 2.469467E+06, 2.526627E+06, 2.584734E+06, 2.643794E+06, 2.703815E+06, 2.764803E+06, 2.826766E+06, 2.889712E+06, 2.953646E+06, 3.018575E+06, 3.084507E+06, 3.151448E+06, 3.219404E+06, 3.288382E+06, 3.358388E+06, 3.429429E+06, 3.501511E+06, 3.574640E+06, 3.648822E+06, 3.724062E+06, 3.800367E+06, 3.877743E+06, 3.956195E+06, 4.035729E+06, 4.116350E+06, 4.198063E+06, 4.280875E+06, 4.364789E+06, 4.449812E+06, 4.535948E+06, 4.623202E+06, 4.711579E+06, 4.801083E+06, 4.891720E+06, 4.983494E+06, 5.076409E+06, 5.170470E+06, 5.265680E+06, 5.362045E+06, 5.459568E+06, 5.558252E+06, 5.658103E+06, 5.759124E+06, 5.861317E+06, 5.964688E+06, 6.069240E+06, 6.174975E+06, 6.281898E+06, 6.390011E+06, 6.499317E+06, 6.609820E+06, 6.721523E+06, 6.834428E+06, 6.948538E+06, 7.063856E+06, 7.180384E+06, 7.298125E+06, 7.417081E+06, 7.537255E+06, 7.658648E+06, 7.781264E+06, 7.905103E+06, 8.030168E+06, 8.156460E+06, 8.283982E+06, 8.412735E+06, 8.542721E+06, 8.673941E+06, 8.806397E+06, 8.940089E+06, 9.075020E+06, 9.211190E+06, 9.348600E+06, 9.487252E+06, 9.627147E+06, 9.768284E+06, 9.910666E+06, 1.005429E+07, 1.019916E+07, 1.034528E+07, 1.049264E+07, 1.064125E+07, 1.079111E+07, 1.094222E+07, 1.109457E+07, 1.124817E+07, 1.140301E+07, 1.155911E+07, 1.171645E+07, 1.187503E+07, 1.203487E+07, 1.219595E+07, 1.235827E+07, 1.252184E+07, 1.268666E+07, 1.285272E+07, 1.302002E+07, 1.318857E+07, 1.335836E+07, 1.352938E+07, 1.370165E+07, 1.387516E+07, 1.404990E+07, 1.422589E+07, 1.440310E+07, 1.458155E+07, 1.476124E+07, 1.494215E+07, 1.512430E+07, 1.530767E+07, 1.549227E+07, 1.567809E+07, 1.586514E+07, 1.605341E+07, ]) # ---------------------- M = 11, I = 2 --------------------------- M = 11 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.689360E+00, 2.371743E+01, 5.973090E+01, 1.070476E+02, 1.631783E+02, 2.267778E+02, 2.970405E+02, 3.734061E+02, 4.554693E+02, 5.429478E+02, 6.356653E+02, 7.335395E+02, 8.365694E+02, 9.448250E+02, 1.058437E+03, 1.177588E+03, 1.302505E+03, 1.433451E+03, 1.570721E+03, 1.714634E+03, 1.865531E+03, 2.023770E+03, 2.189723E+03, 2.363775E+03, 2.546320E+03, 2.737759E+03, 2.938503E+03, 3.148970E+03, 3.369585E+03, 3.600778E+03, 3.842989E+03, 4.096664E+03, 4.362256E+03, 4.640230E+03, 4.931055E+03, 5.235214E+03, 5.553197E+03, 5.885507E+03, 6.232655E+03, 6.595167E+03, 6.973580E+03, 7.368444E+03, 7.780322E+03, 8.209792E+03, 8.657444E+03, 9.123885E+03, 9.609736E+03, 1.011563E+04, 1.064223E+04, 1.119020E+04, 1.176022E+04, 1.235300E+04, 1.296927E+04, 1.360974E+04, 1.427520E+04, 1.496640E+04, 1.568415E+04, 1.642926E+04, 1.720255E+04, 1.800489E+04, 1.883715E+04, 1.970021E+04, 2.059500E+04, 2.152244E+04, 2.248350E+04, 2.347915E+04, 2.451040E+04, 2.557826E+04, 2.668378E+04, 2.782802E+04, 2.901208E+04, 3.023707E+04, 3.150413E+04, 3.281442E+04, 3.416912E+04, 3.556945E+04, 3.701663E+04, 3.851194E+04, 4.005664E+04, 4.165205E+04, 4.329951E+04, 4.500037E+04, 4.675603E+04, 4.856789E+04, 5.043739E+04, 5.236600E+04, 5.435520E+04, 5.640652E+04, 5.852151E+04, 6.070172E+04, 6.294876E+04, 6.526426E+04, 6.764987E+04, 7.010727E+04, 7.263815E+04, 7.524427E+04, 7.792737E+04, 8.068925E+04, 8.353171E+04, 8.645661E+04, 8.946581E+04, 9.256120E+04, 9.574471E+04, 9.901829E+04, 1.023839E+05, 1.058436E+05, 1.093993E+05, 1.130531E+05, 1.168072E+05, 1.206635E+05, 1.246243E+05, 1.286917E+05, 1.328678E+05, 1.371549E+05, 1.415551E+05, 1.460708E+05, 1.507042E+05, 1.554576E+05, 1.603333E+05, 1.653337E+05, 1.704610E+05, 1.757178E+05, 1.811063E+05, 1.866290E+05, 1.922883E+05, 1.980868E+05, 2.040268E+05, 2.101108E+05, 2.163414E+05, 2.227210E+05, 2.292523E+05, 2.359378E+05, 2.427799E+05, 2.497814E+05, 2.569448E+05, 2.642727E+05, 2.717677E+05, 2.794324E+05, 2.872695E+05, 2.952817E+05, 3.034715E+05, 3.118417E+05, 3.203948E+05, 3.291337E+05, 3.380608E+05, 3.471791E+05, 3.564910E+05, 3.659994E+05, 3.757069E+05, 3.856162E+05, 3.957300E+05, 4.060510E+05, 4.165819E+05, 4.273253E+05, 4.382841E+05, 4.494608E+05, 4.608582E+05, 4.724789E+05, 4.843256E+05, 4.964010E+05, 5.087078E+05, 5.212486E+05, 5.340260E+05, 5.470427E+05, 5.603014E+05, 5.738046E+05, 5.875549E+05, 6.015551E+05, 6.158075E+05, 6.303150E+05, 6.450799E+05, 6.601048E+05, 6.753923E+05, 6.909449E+05, 7.067651E+05, 7.228554E+05, 7.392182E+05, 7.558561E+05, 7.727714E+05, 7.899665E+05, 8.074439E+05, 8.252060E+05, 8.432551E+05, 8.615934E+05, 8.802235E+05, 8.991475E+05, 9.183677E+05, 9.378864E+05, 9.577058E+05, 9.778282E+05, 9.982556E+05, 1.018990E+06, 1.040034E+06, 1.061390E+06, 1.083059E+06, 1.105044E+06, 1.127346E+06, 1.149969E+06, 1.172913E+06, 1.196180E+06, 1.219773E+06, 1.243694E+06, 1.267944E+06, 1.292525E+06, 1.317439E+06, 1.342688E+06, 1.368273E+06, 1.394197E+06, 1.420461E+06, 1.447066E+06, 1.474015E+06, 1.501309E+06, 1.528949E+06, 1.556938E+06, 1.585276E+06, 1.613965E+06, 1.643007E+06, 1.672403E+06, 1.702154E+06, 1.732262E+06, 1.762729E+06, 1.793555E+06, 1.824742E+06, 1.856291E+06, 1.888203E+06, 1.920480E+06, 1.953123E+06, 1.986132E+06, 2.019510E+06, 2.053256E+06, 2.087373E+06, 2.121861E+06, 2.156721E+06, 2.191954E+06, 2.227562E+06, 2.263544E+06, 2.299902E+06, 2.336637E+06, 2.373749E+06, 2.411240E+06, 2.449110E+06, 2.487359E+06, 2.525989E+06, 2.565001E+06, 2.604394E+06, 2.644169E+06, 2.684328E+06, 2.724871E+06, 2.765797E+06, 2.807108E+06, 2.848805E+06, 2.890886E+06, 2.933354E+06, 2.976209E+06, 3.019450E+06, 3.063078E+06, 3.107094E+06, 3.151498E+06, 3.196289E+06, 3.241469E+06, 3.287037E+06, 3.332994E+06, 3.379340E+06, 3.426074E+06, 3.473198E+06, 3.520711E+06, 3.568613E+06, 3.616905E+06, 3.665585E+06, 3.714655E+06, 3.764114E+06, 3.813962E+06, 3.864200E+06, 3.914826E+06, 3.965841E+06, 4.017245E+06, 4.069037E+06, 4.121218E+06, 4.173787E+06, 4.226743E+06, 4.280088E+06, 4.333819E+06, 4.387938E+06, 4.442443E+06, 4.497335E+06, 4.552613E+06, 4.608276E+06, 4.664325E+06, 4.720758E+06, 4.777576E+06, 4.834778E+06, 4.892363E+06, 4.950330E+06, 5.008681E+06, 5.067413E+06, 5.126526E+06, 5.186021E+06, 5.245895E+06, 5.306149E+06, 5.366782E+06, 5.427793E+06, ]) # ---------------------- M = 12, I = 1 --------------------------- M = 12 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.573524E+01, 2.896824E+03, 8.174539E+03, 1.500830E+04, 2.310835E+04, 3.233901E+04, 4.267884E+04, 5.420733E+04, 6.708747E+04, 8.154826E+04, 9.787188E+04, 1.163871E+05, 1.374678E+05, 1.615349E+05, 1.890610E+05, 2.205764E+05, 2.566761E+05, 2.980283E+05, 3.453830E+05, 3.995815E+05, 4.615675E+05, 5.323980E+05, 6.132560E+05, 7.054636E+05, 8.104973E+05, 9.300032E+05, 1.065814E+06, 1.219969E+06, 1.394732E+06, 1.592616E+06, 1.816403E+06, 2.069175E+06, 2.354336E+06, 2.675644E+06, 3.037246E+06, 3.443706E+06, 3.900048E+06, 4.411790E+06, 4.984997E+06, 5.626315E+06, 6.343026E+06, 7.143101E+06, 8.035255E+06, 9.029012E+06, 1.013476E+07, 1.136382E+07, 1.272855E+07, 1.424236E+07, 1.591986E+07, 1.777692E+07, 1.983076E+07, 2.210007E+07, 2.460508E+07, 2.736772E+07, 3.041171E+07, 3.376270E+07, 3.744839E+07, 4.149872E+07, 4.594593E+07, 5.082484E+07, 5.617291E+07, 6.203049E+07, 6.844098E+07, 7.545107E+07, 8.311086E+07, 9.147421E+07, 1.005989E+08, 1.105468E+08, 1.213843E+08, 1.331825E+08, 1.460176E+08, 1.599709E+08, 1.751294E+08, 1.915862E+08, 2.094406E+08, 2.287987E+08, 2.497734E+08, 2.724856E+08, 2.970635E+08, 3.236443E+08, 3.523735E+08, 3.834064E+08, 4.169078E+08, 4.530531E+08, 4.920286E+08, 5.340321E+08, 5.792739E+08, 6.279767E+08, 6.803770E+08, 7.367252E+08, 7.972871E+08, 8.623440E+08, 9.321937E+08, 1.007151E+09, 1.087551E+09, 1.173744E+09, 1.266104E+09, 1.365025E+09, 1.470923E+09, 1.584237E+09, 1.705430E+09, 1.834993E+09, 1.973439E+09, 2.121315E+09, 2.279192E+09, 2.447675E+09, 2.627399E+09, 2.819035E+09, 3.023286E+09, 3.240894E+09, 3.472638E+09, 3.719338E+09, 3.981857E+09, 4.261099E+09, 4.558015E+09, 4.873603E+09, 5.208913E+09, 5.565043E+09, 5.943148E+09, 6.344438E+09, 6.770183E+09, 7.221711E+09, 7.700418E+09, 8.207763E+09, 8.745275E+09, 9.314557E+09, 9.917283E+09, 1.055521E+10, 1.123017E+10, 1.194408E+10, 1.269895E+10, 1.349688E+10, 1.434006E+10, 1.523078E+10, 1.617143E+10, 1.716451E+10, 1.821263E+10, 1.931852E+10, 2.048501E+10, 2.171506E+10, 2.301179E+10, 2.437840E+10, 2.581826E+10, 2.733487E+10, 2.893189E+10, 3.061313E+10, 3.238254E+10, 3.424425E+10, 3.620258E+10, 3.826198E+10, 4.042712E+10, 4.270285E+10, 4.509420E+10, 4.760643E+10, 5.024498E+10, 5.301553E+10, 5.592397E+10, 5.897644E+10, 6.217929E+10, 6.553915E+10, 6.906289E+10, 7.275761E+10, 7.663079E+10, 8.069007E+10, 8.494343E+10, 8.939920E+10, 9.406595E+10, 9.895261E+10, 1.040684E+11, 1.094230E+11, 1.150262E+11, 1.208886E+11, 1.270205E+11, 1.334333E+11, 1.401384E+11, 1.471476E+11, ]) # ---------------------- M = 12, I = 2 --------------------------- M = 12 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.382603E+01, 1.931437E+03, 5.450319E+03, 1.000669E+04, 1.540736E+04, 2.156205E+04, 2.845720E+04, 3.614739E+04, 4.474377E+04, 5.440219E+04, 6.531440E+04, 7.770355E+04, 9.182310E+04, 1.079584E+05, 1.264298E+05, 1.475967E+05, 1.718627E+05, 1.996812E+05, 2.315613E+05, 2.680746E+05, 3.098624E+05, 3.576437E+05, 4.122233E+05, 4.745014E+05, 5.454834E+05, 6.262912E+05, 7.181744E+05, 8.225232E+05, 9.408828E+05, 1.074968E+06, 1.226680E+06, 1.398121E+06, 1.591620E+06, 1.809745E+06, 2.055330E+06, 2.331499E+06, 2.641689E+06, 2.989677E+06, 3.379614E+06, 3.816053E+06, 4.303982E+06, 4.848864E+06, 5.456671E+06, 6.133931E+06, 6.887769E+06, 7.725955E+06, 8.656957E+06, 9.689991E+06, 1.083508E+07, 1.210311E+07, 1.350592E+07, 1.505634E+07, 1.676827E+07, 1.865678E+07, 2.073817E+07, 2.303008E+07, 2.555154E+07, 2.832314E+07, 3.136707E+07, 3.470727E+07, 3.836952E+07, 4.238158E+07, 4.677333E+07, 5.157688E+07, 5.682677E+07, 6.256005E+07, 6.881650E+07, 7.563878E+07, 8.307263E+07, 9.116702E+07, 9.997437E+07, 1.095508E+08, 1.199563E+08, 1.312550E+08, 1.435154E+08, 1.568106E+08, 1.712185E+08, 1.868225E+08, 2.037110E+08, 2.219786E+08, 2.417258E+08, 2.630596E+08, 2.860939E+08, 3.109496E+08, 3.377555E+08, 3.666480E+08, 3.977722E+08, 4.312820E+08, 4.673407E+08, 5.061213E+08, 5.478072E+08, 5.925928E+08, 6.406837E+08, 6.922978E+08, 7.476655E+08, 8.070303E+08, 8.706501E+08, 9.387968E+08, 1.011758E+09, 1.089838E+09, 1.173356E+09, 1.262651E+09, 1.358080E+09, 1.460018E+09, 1.568862E+09, 1.685029E+09, 1.808960E+09, 1.941117E+09, 2.081987E+09, 2.232084E+09, 2.391947E+09, 2.562142E+09, 2.743268E+09, 2.935948E+09, 3.140842E+09, 3.358640E+09, 3.590069E+09, 3.835888E+09, 4.096897E+09, 4.373935E+09, 4.667879E+09, 4.979648E+09, 5.310211E+09, 5.660576E+09, 6.031804E+09, 6.425001E+09, 6.841331E+09, 7.282006E+09, 7.748297E+09, 8.241535E+09, 8.763108E+09, 9.314471E+09, 9.897139E+09, 1.051270E+10, 1.116282E+10, 1.184921E+10, 1.257370E+10, 1.333817E+10, 1.414458E+10, 1.499499E+10, 1.589154E+10, 1.683648E+10, 1.783212E+10, 1.888090E+10, 1.998535E+10, 2.114810E+10, 2.237192E+10, 2.365965E+10, 2.501428E+10, 2.643891E+10, 2.793676E+10, 2.951121E+10, 3.116574E+10, 3.290399E+10, 3.472976E+10, 3.664695E+10, 3.865967E+10, 4.077217E+10, 4.298886E+10, 4.531432E+10, 4.775333E+10, 5.031083E+10, 5.299197E+10, 5.580208E+10, 5.874669E+10, 6.183156E+10, 6.506265E+10, 6.844617E+10, 7.198850E+10, 7.569632E+10, 7.957652E+10, 8.363629E+10, 8.788300E+10, 9.232438E+10, 9.696836E+10, 1.018233E+11, ]) # ---------------------- M = 13, I = 1 --------------------------- M = 13 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[3] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.538496E+01, 1.602673E+01, 1.728778E+01, 2.005293E+01, 2.374009E+01, 2.800797E+01, 3.266623E+01, 3.759941E+01, 4.273326E+01, 4.801797E+01, 5.341894E+01, 5.891142E+01, 6.447729E+01, 7.010295E+01, 7.577806E+01, 8.149456E+01, 8.724613E+01, 9.302771E+01, 9.883525E+01, 1.046654E+02, 1.105156E+02, 1.163834E+02, 1.222671E+02, 1.281652E+02, 1.340764E+02, 1.399998E+02, 1.459345E+02, 1.518800E+02, 1.578359E+02, 1.638019E+02, 1.697777E+02, 1.757636E+02, 1.817594E+02, 1.877655E+02, 1.937821E+02, 1.998096E+02, 2.058484E+02, 2.118992E+02, 2.179624E+02, 2.240388E+02, 2.301290E+02, 2.362337E+02, 2.423537E+02, 2.484898E+02, 2.546428E+02, 2.608134E+02, 2.670027E+02, 2.732114E+02, 2.794403E+02, 2.856903E+02, 2.919624E+02, 2.982572E+02, 3.045757E+02, 3.109188E+02, 3.172871E+02, 3.236817E+02, 3.301032E+02, 3.365525E+02, 3.430303E+02, 3.495374E+02, 3.560745E+02, 3.626425E+02, 3.692419E+02, 3.758735E+02, 3.825380E+02, 3.892360E+02, 3.959682E+02, 4.027353E+02, 4.095377E+02, 4.163762E+02, 4.232513E+02, 4.301635E+02, 4.371135E+02, 4.441017E+02, 4.511287E+02, 4.581950E+02, 4.653011E+02, 4.724475E+02, 4.796345E+02, 4.868628E+02, 4.941326E+02, 5.014445E+02, 5.087989E+02, 5.161961E+02, 5.236366E+02, 5.311207E+02, 5.386489E+02, 5.462214E+02, 5.538387E+02, 5.615011E+02, 5.692089E+02, 5.769624E+02, 5.847620E+02, 5.926080E+02, 6.005006E+02, 6.084403E+02, 6.164272E+02, 6.244617E+02, 6.325440E+02, 6.406744E+02, 6.488532E+02, 6.570806E+02, 6.653569E+02, 6.736823E+02, 6.820571E+02, 6.904815E+02, 6.989557E+02, 7.074801E+02, 7.160547E+02, 7.246798E+02, 7.333557E+02, 7.420826E+02, 7.508606E+02, 7.596900E+02, 7.685709E+02, 7.775036E+02, 7.864883E+02, 7.955252E+02, 8.046144E+02, 8.137561E+02, 8.229506E+02, 8.321980E+02, 8.414985E+02, 8.508522E+02, 8.602594E+02, 8.697202E+02, 8.792348E+02, 8.888034E+02, 8.984261E+02, 9.081031E+02, 9.178345E+02, 9.276206E+02, 9.374615E+02, 9.473573E+02, 9.573083E+02, 9.673144E+02, 9.773761E+02, 9.874933E+02, 9.976662E+02, 1.007895E+03, 1.018180E+03, 1.028521E+03, 1.038918E+03, 1.049372E+03, 1.059883E+03, 1.070450E+03, 1.081075E+03, 1.091756E+03, 1.102495E+03, 1.113291E+03, 1.124144E+03, 1.135055E+03, 1.146024E+03, 1.157051E+03, 1.168136E+03, 1.179280E+03, 1.190482E+03, 1.201742E+03, 1.213061E+03, 1.224439E+03, 1.235875E+03, 1.247371E+03, 1.258926E+03, 1.270541E+03, 1.282215E+03, 1.293948E+03, 1.305742E+03, 1.317595E+03, 1.329509E+03, 1.341483E+03, 1.353517E+03, 1.365612E+03, 1.377767E+03, 1.389983E+03, 1.402260E+03, 1.414599E+03, 1.426998E+03, 1.439459E+03, 1.451981E+03, 1.464566E+03, 1.477211E+03, 1.489919E+03, 1.502689E+03, 1.515521E+03, 1.528416E+03, 1.541373E+03, 1.554393E+03, 1.567476E+03, 1.580621E+03, 1.593830E+03, 1.607102E+03, 1.620437E+03, 1.633836E+03, 1.647299E+03, 1.660825E+03, 1.674416E+03, 1.688070E+03, 1.701789E+03, 1.715573E+03, 1.729421E+03, 1.743334E+03, 1.757311E+03, 1.771354E+03, 1.785462E+03, 1.799635E+03, 1.813874E+03, 1.828179E+03, 1.842549E+03, 1.856985E+03, 1.871488E+03, 1.886056E+03, 1.900691E+03, 1.915393E+03, 1.930162E+03, 1.944997E+03, 1.959899E+03, 1.974869E+03, 1.989906E+03, 2.005010E+03, 2.020183E+03, 2.035423E+03, 2.050731E+03, 2.066107E+03, 2.081552E+03, 2.097065E+03, 2.112647E+03, 2.128297E+03, 2.144017E+03, 2.159805E+03, 2.175663E+03, 2.191591E+03, 2.207588E+03, 2.223654E+03, 2.239791E+03, 2.255998E+03, 2.272275E+03, 2.288623E+03, 2.305041E+03, 2.321530E+03, 2.338090E+03, 2.354721E+03, 2.371423E+03, 2.388197E+03, 2.405042E+03, 2.421959E+03, 2.438948E+03, 2.456009E+03, 2.473143E+03, 2.490349E+03, 2.507627E+03, 2.524978E+03, 2.542402E+03, 2.559899E+03, 2.577470E+03, 2.595114E+03, 2.612831E+03, 2.630622E+03, 2.648488E+03, 2.666427E+03, 2.684441E+03, 2.702529E+03, 2.720691E+03, 2.738929E+03, 2.757241E+03, 2.775629E+03, 2.794091E+03, 2.812630E+03, 2.831243E+03, 2.849933E+03, 2.868698E+03, 2.887540E+03, 2.906458E+03, 2.925453E+03, 2.944524E+03, 2.963671E+03, 2.982896E+03, 3.002198E+03, 3.021577E+03, 3.041034E+03, 3.060568E+03, 3.080180E+03, 3.099870E+03, 3.119638E+03, 3.139484E+03, 3.159409E+03, 3.179412E+03, 3.199494E+03, 3.219655E+03, 3.239895E+03, 3.260214E+03, 3.280613E+03, 3.301091E+03, 3.321649E+03, 3.342287E+03, 3.363005E+03, 3.383803E+03, 3.404681E+03, 3.425640E+03, 3.446680E+03, 3.467800E+03, 3.489001E+03, 3.510284E+03, 3.531647E+03, 3.553093E+03, 3.574619E+03, 3.596228E+03, 3.617918E+03, 3.639691E+03, 3.661545E+03, 3.683482E+03, 3.705502E+03, 3.727604E+03, 3.749788E+03, 3.772056E+03, 3.794407E+03, 3.816841E+03, 3.839358E+03, 3.861959E+03, 3.884644E+03, 3.907412E+03, 3.930264E+03, 3.953201E+03, 3.976221E+03, 3.999326E+03, 4.022515E+03, 4.045789E+03, 4.069147E+03, 4.092591E+03, 4.116119E+03, 4.139733E+03, 4.163432E+03, 4.187216E+03, 4.211086E+03, 4.235041E+03, 4.259082E+03, 4.283209E+03, 4.307422E+03, 4.331721E+03, 4.356107E+03, 4.380578E+03, 4.405137E+03, 4.429781E+03, 4.454513E+03, 4.479331E+03, 4.504237E+03, 4.529229E+03, 4.554309E+03, 4.579476E+03, 4.604730E+03, 4.630072E+03, 4.655502E+03, 4.681019E+03, 4.706624E+03, 4.732317E+03, 4.758098E+03, 4.783967E+03, 4.809924E+03, 4.835970E+03, 4.862104E+03, 4.888326E+03, 4.914637E+03, 4.941037E+03, 4.967526E+03, 4.994104E+03, 5.020770E+03, 5.047526E+03, 5.074371E+03, 5.101305E+03, 5.128328E+03, 5.155441E+03, 5.182643E+03, 5.209935E+03, 5.237316E+03, 5.264787E+03, 5.292348E+03, 5.319999E+03, 5.347739E+03, 5.375570E+03, 5.403491E+03, 5.431502E+03, 5.459603E+03, 5.487794E+03, 5.516076E+03, 5.544448E+03, 5.572910E+03, 5.601464E+03, 5.630107E+03, 5.658842E+03, 5.687667E+03, 5.716582E+03, 5.745589E+03, 5.774686E+03, 5.803874E+03, 5.833154E+03, 5.862524E+03, 5.891985E+03, 5.921537E+03, 5.951181E+03, 5.980916E+03, 6.010741E+03, 6.040658E+03, 6.070667E+03, 6.100766E+03, 6.130957E+03, 6.161240E+03, 6.191614E+03, 6.222079E+03, 6.252635E+03, 6.283284E+03, 6.314023E+03, 6.344855E+03, 6.375777E+03, 6.406792E+03, 6.437898E+03, 6.469095E+03, 6.500385E+03, 6.531765E+03, 6.563238E+03, 6.594802E+03, 6.626458E+03, 6.658206E+03, 6.690045E+03, 6.721976E+03, 6.753999E+03, 6.786113E+03, 6.818319E+03, 6.850617E+03, 6.883007E+03, 6.915488E+03, 6.948061E+03, 6.980726E+03, 7.013482E+03, 7.046330E+03, 7.079270E+03, 7.112302E+03, 7.145425E+03, 7.178640E+03, 7.211946E+03, 7.245344E+03, 7.278834E+03, 7.312415E+03, 7.346088E+03, 7.379852E+03, 7.413708E+03, 7.447655E+03, 7.481694E+03, 7.515824E+03, 7.550045E+03, 7.584358E+03, 7.618763E+03, 7.653258E+03, ]) # ---------------------- M = 13, I = 2 --------------------------- M = 13 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.597389E+01, 1.605971E+01, 1.732986E+01, 2.012387E+01, 2.384501E+01, 2.814934E+01, 3.284552E+01, 3.781754E+01, 4.299087E+01, 4.831550E+01, 5.375673E+01, 5.928972E+01, 6.489630E+01, 7.056284E+01, 7.627897E+01, 8.203662E+01, 8.783033E+01, 9.365333E+01, 9.950433E+01, 1.053783E+02, 1.112735E+02, 1.171880E+02, 1.231211E+02, 1.290729E+02, 1.350413E+02, 1.410255E+02, 1.470291E+02, 1.530492E+02, 1.590887E+02, 1.651462E+02, 1.712253E+02, 1.773248E+02, 1.834470E+02, 1.895945E+02, 1.957642E+02, 2.019629E+02, 2.081875E+02, 2.144411E+02, 2.207268E+02, 2.270436E+02, 2.333928E+02, 2.397777E+02, 2.461972E+02, 2.526550E+02, 2.591499E+02, 2.656857E+02, 2.722610E+02, 2.788770E+02, 2.855378E+02, 2.922419E+02, 2.989905E+02, 3.057878E+02, 3.126291E+02, 3.195186E+02, 3.264576E+02, 3.334441E+02, 3.404823E+02, 3.475737E+02, 3.547126E+02, 3.619069E+02, 3.691508E+02, 3.764523E+02, 3.838055E+02, 3.912149E+02, 3.986779E+02, 4.061993E+02, 4.137762E+02, 4.214096E+02, 4.290963E+02, 4.368453E+02, 4.446536E+02, 4.525179E+02, 4.604431E+02, 4.684258E+02, 4.764670E+02, 4.845716E+02, 4.927317E+02, 5.009570E+02, 5.092437E+02, 5.175879E+02, 5.259950E+02, 5.344656E+02, 5.429958E+02, 5.515910E+02, 5.602469E+02, 5.689641E+02, 5.777484E+02, 5.865952E+02, 5.955001E+02, 6.044738E+02, 6.135065E+02, 6.226095E+02, 6.317725E+02, 6.410014E+02, 6.502913E+02, 6.596482E+02, 6.690726E+02, 6.785594E+02, 6.881090E+02, 6.977277E+02, 7.074100E+02, 7.171565E+02, 7.269735E+02, 7.368494E+02, 7.467968E+02, 7.568101E+02, 7.668831E+02, 7.770291E+02, 7.872422E+02, 7.975161E+02, 8.078577E+02, 8.182674E+02, 8.287457E+02, 8.392861E+02, 8.498957E+02, 8.605749E+02, 8.713171E+02, 8.821296E+02, 8.930058E+02, 9.039529E+02, 9.149714E+02, 9.260471E+02, 9.372022E+02, 9.484149E+02, 9.597003E+02, 9.710512E+02, 9.824755E+02, 9.939582E+02, 1.005515E+03, 1.017146E+03, 1.028836E+03, 1.040601E+03, 1.052425E+03, 1.064325E+03, 1.076292E+03, 1.088328E+03, 1.100432E+03, 1.112604E+03, 1.124845E+03, 1.137155E+03, 1.149542E+03, 1.161991E+03, 1.174509E+03, 1.187097E+03, 1.199746E+03, 1.212474E+03, 1.225273E+03, 1.238133E+03, 1.251065E+03, 1.264076E+03, 1.277150E+03, 1.290286E+03, 1.303503E+03, 1.316783E+03, 1.330135E+03, 1.343559E+03, 1.357046E+03, 1.370616E+03, 1.384249E+03, 1.397945E+03, 1.411724E+03, 1.425567E+03, 1.439474E+03, 1.453465E+03, 1.467520E+03, 1.481639E+03, 1.495832E+03, 1.510100E+03, 1.524443E+03, 1.538850E+03, 1.553323E+03, 1.567870E+03, 1.582494E+03, 1.597182E+03, 1.611947E+03, 1.626776E+03, ]) # ---------------------- M = 13, I = 3 --------------------------- M = 13 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.398602E+01, 2.529396E+01, 3.190248E+01, 4.103232E+01, 5.180328E+01, 6.382165E+01, 7.678389E+01, 9.046186E+01, 1.046887E+02, 1.193429E+02, 1.343350E+02, 1.495984E+02, 1.650827E+02, 1.807493E+02, 1.965682E+02, 2.125155E+02, 2.285724E+02, 2.447236E+02, 2.609566E+02, 2.772613E+02, 2.936290E+02, 3.100527E+02, 3.265296E+02, 3.430483E+02, 3.596111E+02, 3.762111E+02, 3.928490E+02, 4.095183E+02, 4.262208E+02, 4.429551E+02, 4.597196E+02, 4.765132E+02, 4.933399E+02, 5.101943E+02, 5.270811E+02, 5.439947E+02, 5.609459E+02, 5.779297E+02, 5.949463E+02, 6.120082E+02, 6.290982E+02, 6.462353E+02, 6.634146E+02, 6.806371E+02, 6.979040E+02, 7.152234E+02, 7.325899E+02, 7.500121E+02, 7.674917E+02, 7.850226E+02, 8.026143E+02, 8.202684E+02, 8.379869E+02, 8.557801E+02, 8.736330E+02, 8.915558E+02, 9.095506E+02, 9.276191E+02, 9.457727E+02, 9.639948E+02, 9.823062E+02, 1.000699E+03, 1.019167E+03, 1.037730E+03, 1.056380E+03, 1.075110E+03, 1.093943E+03, 1.112858E+03, 1.131880E+03, 1.150989E+03, 1.170197E+03, 1.189507E+03, 1.208908E+03, 1.228415E+03, 1.248030E+03, 1.267742E+03, 1.287565E+03, 1.307488E+03, 1.327527E+03, 1.347670E+03, 1.367918E+03, 1.388287E+03, 1.408751E+03, 1.429339E+03, 1.450040E+03, 1.470854E+03, 1.491784E+03, 1.512831E+03, 1.533996E+03, 1.555282E+03, 1.576689E+03, 1.598204E+03, 1.619844E+03, 1.641594E+03, 1.663488E+03, 1.685495E+03, 1.707617E+03, 1.729870E+03, 1.752241E+03, 1.774729E+03, 1.797354E+03, 1.820116E+03, 1.842984E+03, 1.865991E+03, 1.889123E+03, 1.912380E+03, 1.935764E+03, 1.959275E+03, 1.982915E+03, 2.006703E+03, 2.030604E+03, 2.054636E+03, 2.078802E+03, 2.103083E+03, 2.127519E+03, 2.152071E+03, 2.176760E+03, 2.201588E+03, 2.226555E+03, 2.251642E+03, 2.276871E+03, 2.302222E+03, 2.327716E+03, 2.353353E+03, 2.379116E+03, 2.405003E+03, 2.431038E+03, 2.457199E+03, 2.483508E+03, 2.509946E+03, 2.536534E+03, 2.563252E+03, 2.590101E+03, 2.617102E+03, 2.644213E+03, 2.671478E+03, 2.698899E+03, 2.726432E+03, 2.754121E+03, 2.781922E+03, 2.809883E+03, 2.837979E+03, 2.866213E+03, 2.894608E+03, 2.923117E+03, 2.951765E+03, 2.980577E+03, 3.009504E+03, 3.038597E+03, 3.067806E+03, 3.097157E+03, 3.126676E+03, 3.156312E+03, 3.186092E+03, 3.216016E+03, 3.246085E+03, 3.276300E+03, 3.306660E+03, 3.337166E+03, 3.367793E+03, 3.398568E+03, 3.429490E+03, 3.460562E+03, 3.491782E+03, 3.523124E+03, 3.554617E+03, 3.586261E+03, 3.618055E+03, 3.649974E+03, 3.682073E+03, 3.714268E+03, 3.746645E+03, 3.779146E+03, 3.811803E+03, 3.844614E+03, 3.877551E+03, ]) # ---------------------- M = 14, I = 1 --------------------------- M = 14 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 4.000000E+00, 4.626210E+00, 6.976320E+00, 9.595800E+00, 1.226348E+01, 1.494872E+01, 1.764266E+01, 2.034174E+01, 2.304424E+01, 2.574926E+01, 2.845624E+01, 3.116485E+01, 3.387487E+01, 3.658615E+01, 3.929857E+01, 4.201207E+01, 4.472657E+01, 4.744205E+01, 5.015846E+01, 5.287579E+01, 5.559401E+01, 5.831312E+01, 6.103312E+01, 6.375401E+01, 6.647583E+01, 6.919858E+01, 7.192233E+01, 7.464713E+01, 7.737305E+01, 8.010018E+01, 8.282863E+01, 8.555853E+01, 8.829002E+01, 9.102328E+01, 9.375848E+01, 9.649584E+01, 9.923557E+01, 1.019779E+02, 1.047231E+02, 1.074715E+02, 1.102232E+02, 1.129788E+02, 1.157383E+02, 1.185022E+02, 1.212707E+02, 1.240443E+02, 1.268232E+02, 1.296079E+02, 1.323986E+02, 1.351957E+02, 1.379995E+02, 1.408105E+02, 1.436289E+02, 1.464552E+02, 1.492896E+02, 1.521325E+02, 1.549843E+02, 1.578453E+02, 1.607158E+02, 1.635962E+02, 1.664868E+02, 1.693878E+02, 1.722998E+02, 1.752228E+02, 1.781573E+02, 1.811035E+02, 1.840617E+02, 1.870323E+02, 1.900154E+02, 1.930114E+02, 1.960205E+02, 1.990429E+02, 2.020790E+02, 2.051289E+02, 2.081930E+02, 2.112714E+02, 2.143644E+02, 2.174721E+02, 2.205948E+02, 2.237328E+02, 2.268862E+02, 2.300551E+02, 2.332399E+02, 2.364407E+02, 2.396577E+02, 2.428910E+02, 2.461408E+02, 2.494073E+02, 2.526907E+02, 2.559911E+02, 2.593087E+02, 2.626436E+02, 2.659960E+02, 2.693660E+02, 2.727538E+02, 2.761594E+02, 2.795831E+02, 2.830250E+02, 2.864851E+02, 2.899636E+02, 2.934607E+02, 2.969764E+02, 3.005109E+02, 3.040643E+02, 3.076367E+02, 3.112281E+02, 3.148388E+02, 3.184687E+02, 3.221181E+02, 3.257869E+02, 3.294754E+02, 3.331835E+02, 3.369115E+02, 3.406592E+02, 3.444270E+02, 3.482148E+02, 3.520228E+02, 3.558509E+02, 3.596994E+02, 3.635682E+02, 3.674576E+02, 3.713674E+02, 3.752979E+02, 3.792490E+02, 3.832209E+02, 3.872136E+02, 3.912273E+02, 3.952619E+02, 3.993176E+02, 4.033944E+02, 4.074924E+02, 4.116116E+02, 4.157521E+02, 4.199140E+02, 4.240974E+02, 4.283022E+02, 4.325286E+02, 4.367767E+02, 4.410464E+02, 4.453379E+02, 4.496512E+02, 4.539863E+02, 4.583434E+02, 4.627224E+02, 4.671235E+02, 4.715467E+02, 4.759920E+02, 4.804595E+02, 4.849493E+02, 4.894613E+02, 4.939958E+02, 4.985526E+02, 5.031320E+02, 5.077338E+02, 5.123582E+02, 5.170052E+02, 5.216749E+02, 5.263673E+02, 5.310825E+02, 5.358205E+02, 5.405813E+02, 5.453651E+02, 5.501718E+02, 5.550016E+02, 5.598544E+02, 5.647303E+02, 5.696293E+02, 5.745516E+02, 5.794971E+02, 5.844659E+02, 5.894580E+02, 5.944735E+02, 5.995124E+02, 6.045748E+02, 6.096607E+02, 6.147701E+02, 6.199032E+02, 6.250599E+02, 6.302403E+02, 6.354444E+02, 6.406723E+02, 6.459240E+02, 6.511995E+02, 6.564990E+02, 6.618224E+02, 6.671698E+02, 6.725412E+02, 6.779366E+02, 6.833562E+02, 6.887999E+02, 6.942678E+02, 6.997600E+02, 7.052764E+02, 7.108171E+02, 7.163821E+02, 7.219715E+02, 7.275854E+02, 7.332237E+02, 7.388865E+02, 7.445739E+02, 7.502858E+02, 7.560223E+02, 7.617835E+02, 7.675694E+02, 7.733800E+02, 7.792153E+02, 7.850755E+02, 7.909605E+02, 7.968704E+02, 8.028052E+02, 8.087649E+02, 8.147496E+02, 8.207593E+02, 8.267940E+02, 8.328539E+02, 8.389388E+02, 8.450490E+02, 8.511843E+02, 8.573448E+02, 8.635306E+02, 8.697416E+02, 8.759780E+02, 8.822397E+02, 8.885269E+02, 8.948394E+02, 9.011774E+02, 9.075409E+02, 9.139299E+02, 9.203444E+02, 9.267845E+02, 9.332502E+02, 9.397416E+02, 9.462586E+02, 9.528014E+02, 9.593698E+02, 9.659640E+02, 9.725841E+02, 9.792299E+02, 9.859015E+02, 9.925991E+02, 9.993225E+02, 1.006072E+03, 1.012847E+03, 1.019649E+03, 1.026476E+03, 1.033329E+03, 1.040209E+03, 1.047114E+03, 1.054046E+03, 1.061004E+03, 1.067988E+03, 1.074998E+03, 1.082034E+03, 1.089097E+03, 1.096186E+03, 1.103301E+03, 1.110443E+03, 1.117611E+03, 1.124805E+03, 1.132026E+03, 1.139273E+03, 1.146546E+03, 1.153846E+03, 1.161173E+03, 1.168525E+03, 1.175905E+03, 1.183311E+03, 1.190743E+03, 1.198203E+03, 1.205688E+03, 1.213201E+03, 1.220740E+03, 1.228306E+03, 1.235898E+03, 1.243517E+03, 1.251163E+03, 1.258835E+03, 1.266535E+03, 1.274261E+03, 1.282013E+03, 1.289793E+03, 1.297600E+03, 1.305433E+03, 1.313293E+03, 1.321180E+03, 1.329094E+03, 1.337035E+03, 1.345003E+03, 1.352997E+03, 1.361019E+03, 1.369067E+03, 1.377143E+03, 1.385245E+03, 1.393375E+03, 1.401531E+03, 1.409715E+03, 1.417925E+03, 1.426163E+03, 1.434428E+03, 1.442719E+03, 1.451038E+03, ]) # ---------------------- M = 14, I = 2 --------------------------- M = 14 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 1.005366E+01, 1.753287E+01, 2.515838E+01, 3.281701E+01, 4.048954E+01, 4.816994E+01, 5.585570E+01, 6.354558E+01, 7.123892E+01, 7.893531E+01, 8.663450E+01, 9.433634E+01, 1.020407E+02, 1.097475E+02, 1.174568E+02, 1.251685E+02, 1.328827E+02, 1.405995E+02, 1.483191E+02, 1.560419E+02, 1.637681E+02, 1.714984E+02, 1.792334E+02, 1.869738E+02, 1.947206E+02, 2.024749E+02, 2.102378E+02, 2.180106E+02, 2.257947E+02, 2.335917E+02, 2.414030E+02, 2.492305E+02, 2.570757E+02, 2.649405E+02, 2.728267E+02, 2.807361E+02, 2.886704E+02, 2.966316E+02, 3.046215E+02, 3.126418E+02, 3.206944E+02, 3.287810E+02, 3.369034E+02, 3.450632E+02, 3.532621E+02, 3.615017E+02, 3.697836E+02, 3.781092E+02, 3.864802E+02, 3.948978E+02, 4.033635E+02, 4.118787E+02, 4.204445E+02, 4.290623E+02, 4.377333E+02, 4.464585E+02, 4.552392E+02, 4.640764E+02, 4.729710E+02, 4.819242E+02, 4.909369E+02, 5.000099E+02, 5.091442E+02, 5.183406E+02, 5.276000E+02, 5.369230E+02, 5.463105E+02, 5.557632E+02, 5.652818E+02, 5.748670E+02, 5.845194E+02, 5.942396E+02, 6.040283E+02, 6.138860E+02, 6.238133E+02, 6.338107E+02, 6.438787E+02, 6.540179E+02, 6.642288E+02, 6.745117E+02, 6.848672E+02, 6.952957E+02, 7.057977E+02, 7.163734E+02, 7.270235E+02, 7.377481E+02, 7.485477E+02, 7.594228E+02, 7.703735E+02, 7.814004E+02, 7.925036E+02, 8.036835E+02, 8.149406E+02, 8.262749E+02, 8.376870E+02, 8.491770E+02, 8.607452E+02, 8.723920E+02, 8.841176E+02, 8.959222E+02, 9.078062E+02, 9.197698E+02, 9.318132E+02, 9.439367E+02, 9.561405E+02, 9.684249E+02, 9.807901E+02, 9.932363E+02, 1.005764E+03, 1.018373E+03, 1.031063E+03, 1.043836E+03, 1.056690E+03, 1.069627E+03, 1.082647E+03, 1.095749E+03, 1.108934E+03, 1.122202E+03, 1.135553E+03, 1.148988E+03, 1.162506E+03, 1.176109E+03, 1.189795E+03, 1.203566E+03, 1.217421E+03, 1.231360E+03, 1.245384E+03, 1.259493E+03, 1.273688E+03, 1.287967E+03, 1.302332E+03, 1.316782E+03, 1.331318E+03, 1.345940E+03, 1.360648E+03, 1.375442E+03, 1.390322E+03, 1.405289E+03, 1.420342E+03, 1.435482E+03, 1.450709E+03, 1.466023E+03, 1.481425E+03, 1.496913E+03, 1.512490E+03, 1.528153E+03, 1.543905E+03, 1.559744E+03, 1.575672E+03, 1.591687E+03, 1.607791E+03, 1.623983E+03, 1.640264E+03, 1.656633E+03, 1.673092E+03, 1.689639E+03, 1.706275E+03, 1.723000E+03, 1.739815E+03, 1.756718E+03, 1.773712E+03, 1.790795E+03, 1.807968E+03, 1.825230E+03, 1.842583E+03, 1.860025E+03, 1.877558E+03, 1.895181E+03, 1.912894E+03, 1.930698E+03, 1.948593E+03, 1.966578E+03, 1.984654E+03, 2.002820E+03, 2.021078E+03, 2.039427E+03, 2.057867E+03, 2.076398E+03, 2.095020E+03, 2.113734E+03, 2.132540E+03, 2.151437E+03, 2.170425E+03, 2.189506E+03, 2.208678E+03, 2.227942E+03, 2.247298E+03, 2.266747E+03, 2.286287E+03, 2.305920E+03, 2.325645E+03, 2.345462E+03, 2.365371E+03, 2.385374E+03, 2.405468E+03, 2.425656E+03, 2.445936E+03, 2.466309E+03, 2.486774E+03, 2.507333E+03, 2.527984E+03, 2.548729E+03, 2.569566E+03, 2.590496E+03, 2.611520E+03, 2.632637E+03, 2.653847E+03, 2.675150E+03, 2.696547E+03, 2.718037E+03, 2.739621E+03, 2.761298E+03, 2.783068E+03, 2.804932E+03, 2.826890E+03, 2.848941E+03, 2.871086E+03, 2.893324E+03, 2.915656E+03, 2.938082E+03, 2.960602E+03, 2.983215E+03, 3.005923E+03, 3.028724E+03, 3.051619E+03, 3.074608E+03, 3.097690E+03, 3.120867E+03, 3.144138E+03, 3.167502E+03, 3.190961E+03, 3.214513E+03, 3.238160E+03, 3.261900E+03, 3.285735E+03, 3.309663E+03, 3.333686E+03, 3.357802E+03, 3.382013E+03, 3.406318E+03, 3.430716E+03, 3.455209E+03, 3.479796E+03, 3.504477E+03, 3.529252E+03, 3.554120E+03, 3.579083E+03, 3.604140E+03, 3.629291E+03, 3.654536E+03, 3.679875E+03, 3.705308E+03, 3.730835E+03, 3.756455E+03, 3.782170E+03, 3.807979E+03, 3.833881E+03, 3.859877E+03, 3.885968E+03, 3.912152E+03, 3.938429E+03, 3.964801E+03, 3.991266E+03, 4.017826E+03, 4.044478E+03, 4.071225E+03, 4.098065E+03, 4.124999E+03, 4.152026E+03, 4.179147E+03, 4.206362E+03, 4.233670E+03, 4.261071E+03, 4.288566E+03, 4.316154E+03, 4.343836E+03, 4.371610E+03, 4.399478E+03, 4.427440E+03, 4.455494E+03, 4.483642E+03, 4.511883E+03, 4.540216E+03, 4.568643E+03, 4.597163E+03, 4.625776E+03, 4.654481E+03, 4.683279E+03, 4.712171E+03, 4.741154E+03, 4.770231E+03, 4.799400E+03, 4.828661E+03, 4.858015E+03, 4.887462E+03, 4.917001E+03, 4.946632E+03, 4.976356E+03, 5.006171E+03, 5.036079E+03, ]) # ---------------------- M = 15, I = 1 --------------------------- M = 15 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 8.000000E+00, 1.379368E+01, 2.419193E+01, 3.477493E+01, 4.540023E+01, 5.604342E+01, 6.669682E+01, 7.735721E+01, 8.802303E+01, 9.869341E+01, 1.093679E+02, 1.200460E+02, 1.307278E+02, 1.414129E+02, 1.521013E+02, 1.627930E+02, 1.734880E+02, 1.841863E+02, 1.948883E+02, 2.055941E+02, 2.163042E+02, 2.270192E+02, 2.377399E+02, 2.484672E+02, 2.592022E+02, 2.699463E+02, 2.807009E+02, 2.914679E+02, 3.022490E+02, 3.130462E+02, 3.238617E+02, 3.346978E+02, 3.455568E+02, 3.564412E+02, 3.673535E+02, 3.782961E+02, 3.892717E+02, 4.002829E+02, 4.113322E+02, 4.224223E+02, 4.335555E+02, 4.447346E+02, 4.559619E+02, 4.672398E+02, 4.785708E+02, 4.899571E+02, 5.014011E+02, 5.129049E+02, 5.244706E+02, 5.361002E+02, 5.477959E+02, 5.595596E+02, 5.713930E+02, 5.832980E+02, 5.952764E+02, 6.073297E+02, 6.194597E+02, 6.316679E+02, 6.439557E+02, 6.563247E+02, 6.687761E+02, 6.813114E+02, 6.939317E+02, 7.066385E+02, 7.194327E+02, 7.323156E+02, 7.452883E+02, 7.583518E+02, 7.715072E+02, 7.847553E+02, 7.980973E+02, 8.115339E+02, 8.250660E+02, 8.386946E+02, 8.524203E+02, 8.662441E+02, 8.801667E+02, 8.941887E+02, 9.083110E+02, 9.225341E+02, 9.368588E+02, 9.512857E+02, 9.658154E+02, 9.804486E+02, 9.951858E+02, 1.010028E+03, 1.024974E+03, 1.040027E+03, 1.055186E+03, 1.070451E+03, 1.085824E+03, 1.101304E+03, 1.116893E+03, 1.132590E+03, 1.148396E+03, 1.164312E+03, 1.180338E+03, 1.196474E+03, 1.212720E+03, 1.229078E+03, 1.245547E+03, 1.262129E+03, 1.278822E+03, 1.295628E+03, 1.312548E+03, 1.329580E+03, 1.346727E+03, 1.363987E+03, 1.381362E+03, 1.398851E+03, 1.416456E+03, 1.434176E+03, 1.452011E+03, 1.469963E+03, 1.488031E+03, 1.506216E+03, 1.524517E+03, 1.542936E+03, 1.561472E+03, 1.580126E+03, 1.598899E+03, 1.617789E+03, 1.636798E+03, 1.655927E+03, 1.675174E+03, 1.694541E+03, 1.714027E+03, 1.733634E+03, 1.753361E+03, 1.773209E+03, 1.793177E+03, 1.813266E+03, 1.833477E+03, 1.853809E+03, 1.874263E+03, 1.894840E+03, 1.915538E+03, 1.936359E+03, 1.957303E+03, 1.978370E+03, 1.999561E+03, 2.020875E+03, 2.042312E+03, 2.063874E+03, 2.085560E+03, 2.107371E+03, 2.129306E+03, 2.151366E+03, 2.173551E+03, 2.195862E+03, 2.218299E+03, 2.240861E+03, 2.263549E+03, 2.286364E+03, 2.309305E+03, 2.332374E+03, 2.355569E+03, 2.378891E+03, 2.402340E+03, 2.425918E+03, 2.449623E+03, 2.473456E+03, 2.497418E+03, 2.521507E+03, 2.545726E+03, 2.570074E+03, 2.594550E+03, 2.619156E+03, 2.643891E+03, 2.668756E+03, 2.693751E+03, 2.718877E+03, 2.744132E+03, 2.769518E+03, 2.795034E+03, 2.820682E+03, 2.846460E+03, 2.872370E+03, 2.898411E+03, 2.924584E+03, 2.950888E+03, 2.977325E+03, 3.003893E+03, 3.030594E+03, 3.057428E+03, 3.084394E+03, 3.111494E+03, 3.138726E+03, 3.166091E+03, 3.193590E+03, 3.221223E+03, 3.248989E+03, 3.276889E+03, 3.304923E+03, 3.333091E+03, 3.361394E+03, 3.389831E+03, 3.418403E+03, 3.447110E+03, 3.475952E+03, 3.504929E+03, 3.534041E+03, 3.563288E+03, 3.592672E+03, 3.622191E+03, 3.651846E+03, 3.681637E+03, 3.711564E+03, 3.741627E+03, 3.771827E+03, 3.802164E+03, 3.832637E+03, 3.863247E+03, 3.893994E+03, 3.924878E+03, 3.955899E+03, 3.987057E+03, 4.018353E+03, 4.049787E+03, 4.081358E+03, 4.113067E+03, 4.144914E+03, 4.176899E+03, 4.209023E+03, 4.241284E+03, 4.273684E+03, 4.306222E+03, 4.338898E+03, 4.371714E+03, 4.404668E+03, 4.437761E+03, 4.470993E+03, 4.504364E+03, 4.537874E+03, 4.571523E+03, 4.605311E+03, 4.639239E+03, 4.673306E+03, 4.707513E+03, 4.741860E+03, 4.776346E+03, 4.810971E+03, 4.845737E+03, 4.880642E+03, 4.915688E+03, 4.950873E+03, 4.986199E+03, 5.021664E+03, 5.057270E+03, 5.093016E+03, 5.128903E+03, 5.164930E+03, 5.201097E+03, 5.237404E+03, 5.273852E+03, 5.310441E+03, 5.347170E+03, 5.384040E+03, 5.421050E+03, 5.458201E+03, 5.495493E+03, 5.532926E+03, 5.570499E+03, 5.608213E+03, 5.646068E+03, 5.684064E+03, 5.722201E+03, 5.760479E+03, 5.798897E+03, 5.837457E+03, 5.876157E+03, 5.914998E+03, 5.953981E+03, 5.993104E+03, 6.032368E+03, 6.071773E+03, 6.111319E+03, 6.151006E+03, 6.190834E+03, 6.230803E+03, 6.270913E+03, 6.311164E+03, 6.351555E+03, 6.392088E+03, 6.432761E+03, 6.473575E+03, 6.514531E+03, 6.555626E+03, 6.596863E+03, 6.638241E+03, 6.679759E+03, 6.721418E+03, 6.763217E+03, 6.805157E+03, 6.847238E+03, 6.889459E+03, 6.931821E+03, 6.974323E+03, 7.016966E+03, 7.059749E+03, 7.102672E+03, ]) # ---------------------- M = 15, I = 2 --------------------------- M = 15 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 8.000000E+00, 1.380884E+01, 2.422364E+01, 3.482280E+01, 4.546420E+01, 5.612347E+01, 6.679294E+01, 7.746940E+01, 8.815129E+01, 9.883774E+01, 1.095283E+02, 1.202225E+02, 1.309203E+02, 1.416215E+02, 1.523260E+02, 1.630338E+02, 1.737449E+02, 1.844594E+02, 1.951774E+02, 2.058993E+02, 2.166256E+02, 2.273568E+02, 2.380936E+02, 2.488371E+02, 2.595884E+02, 2.703487E+02, 2.811197E+02, 2.919031E+02, 3.027006E+02, 3.135144E+02, 3.243465E+02, 3.351994E+02, 3.460752E+02, 3.569765E+02, 3.679058E+02, 3.788657E+02, 3.898586E+02, 4.008872E+02, 4.119542E+02, 4.230620E+02, 4.342132E+02, 4.454103E+02, 4.566559E+02, 4.679523E+02, 4.793019E+02, 4.907071E+02, 5.021701E+02, 5.136932E+02, 5.252783E+02, 5.369277E+02, 5.486432E+02, 5.604270E+02, 5.722807E+02, 5.842062E+02, 5.962054E+02, 6.082797E+02, 6.204309E+02, 6.326605E+02, 6.449701E+02, 6.573609E+02, 6.698345E+02, 6.823922E+02, 6.950352E+02, 7.077648E+02, 7.205821E+02, 7.334884E+02, 7.464847E+02, 7.595720E+02, 7.727515E+02, 7.860240E+02, 7.993905E+02, 8.128519E+02, 8.264092E+02, 8.400631E+02, 8.538144E+02, 8.676641E+02, 8.816127E+02, 8.956611E+02, 9.098099E+02, 9.240599E+02, 9.384118E+02, 9.528660E+02, 9.674234E+02, 9.820845E+02, 9.968498E+02, 1.011720E+03, 1.026696E+03, 1.041777E+03, 1.056965E+03, 1.072260E+03, 1.087662E+03, 1.103173E+03, 1.118791E+03, 1.134519E+03, 1.150356E+03, 1.166303E+03, 1.182360E+03, 1.198527E+03, 1.214806E+03, 1.231195E+03, 1.247697E+03, 1.264311E+03, 1.281037E+03, 1.297877E+03, 1.314829E+03, 1.331896E+03, 1.349076E+03, 1.366370E+03, 1.383780E+03, 1.401304E+03, 1.418943E+03, 1.436699E+03, 1.454570E+03, 1.472557E+03, 1.490661E+03, 1.508882E+03, 1.527220E+03, 1.545676E+03, 1.564249E+03, 1.582941E+03, 1.601751E+03, 1.620679E+03, 1.639727E+03, 1.658894E+03, 1.678180E+03, 1.697586E+03, 1.717112E+03, 1.736758E+03, 1.756525E+03, 1.776412E+03, 1.796421E+03, 1.816551E+03, 1.836803E+03, 1.857176E+03, 1.877672E+03, 1.898290E+03, 1.919031E+03, 1.939894E+03, 1.960881E+03, 1.981991E+03, 2.003225E+03, 2.024582E+03, 2.046063E+03, 2.067669E+03, 2.089399E+03, 2.111255E+03, 2.133235E+03, 2.155340E+03, 2.177571E+03, 2.199928E+03, 2.222410E+03, 2.245019E+03, 2.267754E+03, 2.290615E+03, 2.313604E+03, 2.336719E+03, 2.359962E+03, 2.383332E+03, 2.406830E+03, 2.430456E+03, 2.454210E+03, 2.478092E+03, 2.502103E+03, 2.526243E+03, 2.550512E+03, 2.574909E+03, 2.599436E+03, 2.624093E+03, 2.648880E+03, 2.673796E+03, 2.698843E+03, 2.724020E+03, 2.749328E+03, 2.774766E+03, 2.800335E+03, 2.826036E+03, 2.851868E+03, 2.877831E+03, 2.903926E+03, 2.930154E+03, 2.956513E+03, 2.983004E+03, 3.009628E+03, 3.036385E+03, 3.063274E+03, 3.090296E+03, 3.117452E+03, 3.144741E+03, 3.172163E+03, 3.199719E+03, 3.227409E+03, 3.255233E+03, 3.283191E+03, 3.311284E+03, 3.339510E+03, 3.367872E+03, 3.396369E+03, 3.425000E+03, 3.453767E+03, 3.482669E+03, 3.511706E+03, 3.540879E+03, 3.570188E+03, 3.599632E+03, 3.629213E+03, 3.658929E+03, 3.688783E+03, 3.718772E+03, 3.748898E+03, 3.779161E+03, 3.809561E+03, 3.840098E+03, 3.870771E+03, 3.901583E+03, 3.932531E+03, 3.963617E+03, 3.994841E+03, 4.026202E+03, 4.057701E+03, 4.089338E+03, 4.121113E+03, 4.153027E+03, 4.185079E+03, 4.217269E+03, 4.249598E+03, 4.282065E+03, 4.314671E+03, 4.347416E+03, 4.380300E+03, 4.413323E+03, 4.446485E+03, 4.479786E+03, 4.513226E+03, 4.546806E+03, 4.580526E+03, 4.614385E+03, 4.648383E+03, 4.682522E+03, 4.716800E+03, 4.751218E+03, 4.785776E+03, 4.820474E+03, 4.855312E+03, 4.890290E+03, 4.925409E+03, 4.960667E+03, 4.996067E+03, 5.031606E+03, 5.067286E+03, 5.103107E+03, 5.139068E+03, 5.175170E+03, 5.211412E+03, 5.247795E+03, 5.284319E+03, 5.320984E+03, 5.357790E+03, 5.394736E+03, 5.431824E+03, 5.469052E+03, 5.506421E+03, 5.543932E+03, 5.581583E+03, 5.619376E+03, 5.657310E+03, 5.695385E+03, 5.733601E+03, 5.771958E+03, 5.810456E+03, 5.849096E+03, 5.887876E+03, 5.926798E+03, 5.965862E+03, 6.005066E+03, 6.044412E+03, 6.083898E+03, 6.123527E+03, 6.163296E+03, 6.203206E+03, 6.243258E+03, 6.283451E+03, 6.323785E+03, 6.364261E+03, 6.404877E+03, 6.445635E+03, 6.486534E+03, 6.527574E+03, 6.568755E+03, 6.610077E+03, 6.651540E+03, 6.693144E+03, 6.734889E+03, 6.776775E+03, 6.818802E+03, 6.860969E+03, 6.903278E+03, 6.945727E+03, 6.988317E+03, 7.031048E+03, 7.073919E+03, 7.116931E+03, ]) # ---------------------- M = 15, I = 3 --------------------------- M = 15 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.200001E+01, 3.527472E+01, 6.604716E+01, 9.694745E+01, 1.278841E+02, 1.588401E+02, 1.898098E+02, 2.207909E+02, 2.517823E+02, 2.827832E+02, 3.137934E+02, 3.448129E+02, 3.758418E+02, 4.068811E+02, 4.379322E+02, 4.689977E+02, 5.000812E+02, 5.311880E+02, 5.623246E+02, 5.934988E+02, 6.247200E+02, 6.559986E+02, 6.873464E+02, 7.187757E+02, 7.502996E+02, 7.819318E+02, 8.136862E+02, 8.455769E+02, 8.776178E+02, 9.098230E+02, 9.422062E+02, 9.747808E+02, 1.007560E+03, 1.040555E+03, 1.073780E+03, 1.107246E+03, 1.140963E+03, 1.174943E+03, 1.209195E+03, 1.243729E+03, 1.278555E+03, 1.313680E+03, 1.349113E+03, 1.384862E+03, 1.420935E+03, 1.457337E+03, 1.494076E+03, 1.531157E+03, 1.568588E+03, 1.606372E+03, 1.644516E+03, 1.683025E+03, 1.721902E+03, 1.761153E+03, 1.800782E+03, 1.840792E+03, 1.881188E+03, 1.921974E+03, 1.963151E+03, 2.004725E+03, 2.046697E+03, 2.089072E+03, 2.131851E+03, 2.175038E+03, 2.218634E+03, 2.262643E+03, 2.307067E+03, 2.351908E+03, 2.397169E+03, 2.442851E+03, 2.488956E+03, 2.535486E+03, 2.582444E+03, 2.629831E+03, 2.677648E+03, 2.725898E+03, 2.774582E+03, 2.823702E+03, 2.873259E+03, 2.923254E+03, 2.973690E+03, 3.024567E+03, 3.075888E+03, 3.127652E+03, 3.179862E+03, 3.232519E+03, 3.285625E+03, 3.339179E+03, 3.393184E+03, 3.447641E+03, 3.502550E+03, 3.557914E+03, 3.613733E+03, 3.670008E+03, 3.726740E+03, 3.783930E+03, 3.841580E+03, 3.899690E+03, 3.958261E+03, 4.017295E+03, 4.076791E+03, 4.136753E+03, 4.197179E+03, 4.258071E+03, 4.319431E+03, 4.381258E+03, 4.443554E+03, 4.506320E+03, 4.569557E+03, 4.633264E+03, 4.697444E+03, 4.762098E+03, 4.827225E+03, 4.892827E+03, 4.958904E+03, 5.025457E+03, 5.092488E+03, 5.159997E+03, 5.227984E+03, 5.296451E+03, 5.365397E+03, 5.434825E+03, 5.504734E+03, 5.575125E+03, 5.646000E+03, 5.717358E+03, 5.789200E+03, 5.861527E+03, 5.934340E+03, 6.007640E+03, 6.081426E+03, 6.155700E+03, 6.230462E+03, 6.305713E+03, 6.381453E+03, 6.457684E+03, 6.534405E+03, 6.611617E+03, 6.689320E+03, 6.767516E+03, 6.846205E+03, 6.925387E+03, 7.005063E+03, 7.085233E+03, 7.165898E+03, 7.247058E+03, 7.328713E+03, 7.410865E+03, 7.493514E+03, 7.576660E+03, 7.660303E+03, 7.744444E+03, 7.829083E+03, 7.914221E+03, 7.999858E+03, 8.085994E+03, 8.172630E+03, 8.259766E+03, 8.347402E+03, 8.435540E+03, 8.524178E+03, 8.613317E+03, 8.702958E+03, 8.793101E+03, 8.883746E+03, 8.974893E+03, 9.066542E+03, 9.158695E+03, 9.251350E+03, 9.344509E+03, 9.438170E+03, 9.532336E+03, 9.627005E+03, 9.722177E+03, 9.817854E+03, 9.914034E+03, 1.001072E+04, 1.010791E+04, 1.020560E+04, 1.030380E+04, 1.040250E+04, 1.050171E+04, 1.060142E+04, 1.070163E+04, 1.080235E+04, 1.090358E+04, 1.100530E+04, 1.110754E+04, 1.121027E+04, 1.131352E+04, 1.141726E+04, 1.152151E+04, 1.162627E+04, 1.173152E+04, 1.183728E+04, 1.194355E+04, 1.205032E+04, 1.215759E+04, 1.226537E+04, 1.237364E+04, 1.248242E+04, 1.259171E+04, 1.270149E+04, 1.281178E+04, 1.292257E+04, 1.303386E+04, 1.314566E+04, 1.325795E+04, 1.337075E+04, 1.348404E+04, 1.359784E+04, 1.371213E+04, 1.382693E+04, 1.394222E+04, 1.405802E+04, 1.417431E+04, 1.429110E+04, 1.440838E+04, 1.452617E+04, 1.464445E+04, 1.476323E+04, 1.488250E+04, 1.500227E+04, 1.512254E+04, 1.524329E+04, 1.536455E+04, 1.548629E+04, 1.560853E+04, 1.573127E+04, 1.585449E+04, 1.597821E+04, 1.610241E+04, 1.622711E+04, 1.635230E+04, 1.647798E+04, 1.660414E+04, 1.673080E+04, 1.685794E+04, 1.698556E+04, 1.711368E+04, 1.724228E+04, 1.737136E+04, 1.750093E+04, 1.763099E+04, 1.776152E+04, 1.789254E+04, 1.802404E+04, 1.815602E+04, 1.828848E+04, 1.842142E+04, 1.855484E+04, 1.868874E+04, 1.882311E+04, 1.895796E+04, 1.909329E+04, 1.922909E+04, 1.936536E+04, 1.950211E+04, 1.963933E+04, 1.977703E+04, 1.991519E+04, 2.005382E+04, 2.019293E+04, 2.033250E+04, 2.047254E+04, 2.061304E+04, 2.075401E+04, 2.089545E+04, 2.103735E+04, 2.117971E+04, 2.132254E+04, 2.146582E+04, 2.160957E+04, 2.175378E+04, 2.189844E+04, 2.204356E+04, 2.218914E+04, 2.233518E+04, 2.248166E+04, 2.262861E+04, 2.277600E+04, 2.292385E+04, 2.307215E+04, 2.322090E+04, 2.337009E+04, 2.351974E+04, 2.366983E+04, 2.382036E+04, 2.397134E+04, 2.412277E+04, 2.427464E+04, 2.442694E+04, 2.457969E+04, 2.473288E+04, 2.488651E+04, 2.504057E+04, 2.519507E+04, 2.535001E+04, 2.550537E+04, 2.566118E+04, 2.581741E+04, ]) # ---------------------- M = 15, I = 4 --------------------------- M = 15 I = 4 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.200001E+01, 3.536447E+01, 6.622832E+01, 9.721965E+01, 1.282473E+02, 1.592942E+02, 1.903549E+02, 2.214270E+02, 2.525093E+02, 2.836013E+02, 3.147026E+02, 3.458131E+02, 3.769332E+02, 4.080636E+02, 4.392059E+02, 4.703627E+02, 5.015378E+02, 5.327363E+02, 5.639649E+02, 5.952315E+02, 6.265456E+02, 6.579177E+02, 6.893595E+02, 7.208836E+02, 7.525032E+02, 7.842320E+02, 8.160840E+02, 8.480734E+02, 8.802143E+02, 9.125207E+02, 9.450063E+02, 9.776848E+02, 1.010569E+03, 1.043672E+03, 1.077005E+03, 1.110580E+03, 1.144409E+03, 1.178502E+03, 1.212869E+03, 1.247520E+03, 1.282464E+03, 1.317709E+03, 1.353264E+03, 1.389137E+03, 1.425335E+03, 1.461864E+03, 1.498732E+03, 1.535944E+03, 1.573507E+03, 1.611425E+03, 1.649705E+03, 1.688351E+03, 1.727367E+03, 1.766759E+03, 1.806529E+03, 1.846683E+03, 1.887223E+03, 1.928154E+03, 1.969478E+03, 2.011199E+03, 2.053320E+03, 2.095842E+03, 2.138770E+03, 2.182105E+03, 2.225850E+03, 2.270007E+03, 2.314578E+03, 2.359564E+03, 2.404969E+03, 2.450792E+03, 2.497037E+03, 2.543704E+03, 2.590795E+03, 2.638311E+03, 2.686254E+03, 2.734623E+03, 2.783422E+03, 2.832649E+03, 2.882307E+03, 2.932396E+03, 2.982916E+03, 3.033868E+03, 3.085254E+03, 3.137072E+03, 3.189325E+03, 3.242011E+03, 3.295131E+03, 3.348686E+03, 3.402676E+03, 3.457100E+03, 3.511959E+03, 3.567253E+03, 3.622981E+03, 3.679143E+03, 3.735740E+03, 3.792771E+03, 3.850235E+03, 3.908133E+03, 3.966464E+03, 4.025226E+03, 4.084421E+03, 4.144048E+03, 4.204105E+03, 4.264592E+03, 4.325508E+03, 4.386854E+03, 4.448627E+03, 4.510828E+03, 4.573454E+03, 4.636507E+03, 4.699984E+03, 4.763884E+03, 4.828207E+03, 4.892952E+03, 4.958117E+03, 5.023701E+03, 5.089704E+03, 5.156124E+03, 5.222959E+03, 5.290210E+03, 5.357874E+03, 5.425950E+03, 5.494437E+03, 5.563333E+03, 5.632638E+03, 5.702349E+03, 5.772466E+03, 5.842987E+03, 5.913910E+03, 5.985234E+03, 6.056957E+03, 6.129079E+03, 6.201596E+03, 6.274509E+03, 6.347814E+03, 6.421511E+03, 6.495598E+03, 6.570073E+03, 6.644935E+03, 6.720182E+03, 6.795811E+03, 6.871822E+03, 6.948213E+03, 7.024981E+03, 7.102125E+03, 7.179643E+03, 7.257534E+03, 7.335796E+03, 7.414426E+03, 7.493422E+03, 7.572784E+03, 7.652509E+03, 7.732594E+03, 7.813039E+03, 7.893841E+03, 7.974999E+03, 8.056509E+03, 8.138371E+03, 8.220583E+03, 8.303141E+03, 8.386045E+03, 8.469292E+03, 8.552881E+03, 8.636808E+03, 8.721073E+03, 8.805673E+03, 8.890606E+03, 8.975870E+03, 9.061463E+03, 9.147383E+03, 9.233628E+03, 9.320195E+03, 9.407082E+03, 9.494288E+03, 9.581810E+03, 9.669647E+03, 9.757795E+03, 9.846253E+03, 9.935019E+03, 1.002409E+04, 1.011347E+04, 1.020314E+04, 1.029312E+04, 1.038339E+04, 1.047396E+04, 1.056482E+04, 1.065597E+04, 1.074740E+04, 1.083913E+04, 1.093114E+04, 1.102343E+04, 1.111600E+04, 1.120884E+04, 1.130197E+04, 1.139536E+04, 1.148903E+04, 1.158296E+04, 1.167716E+04, 1.177163E+04, 1.186635E+04, 1.196134E+04, 1.205658E+04, 1.215208E+04, 1.224784E+04, 1.234384E+04, 1.244010E+04, 1.253660E+04, 1.263334E+04, 1.273033E+04, 1.282756E+04, 1.292502E+04, 1.302272E+04, 1.312066E+04, 1.321883E+04, 1.331722E+04, 1.341585E+04, 1.351469E+04, 1.361377E+04, 1.371306E+04, 1.381257E+04, 1.391230E+04, 1.401224E+04, 1.411240E+04, 1.421276E+04, 1.431333E+04, 1.441411E+04, 1.451509E+04, 1.461628E+04, 1.471766E+04, 1.481925E+04, 1.492102E+04, 1.502299E+04, 1.512516E+04, 1.522751E+04, 1.533005E+04, 1.543277E+04, 1.553568E+04, 1.563877E+04, 1.574203E+04, 1.584548E+04, 1.594910E+04, 1.605289E+04, 1.615685E+04, 1.626099E+04, 1.636528E+04, 1.646975E+04, 1.657438E+04, 1.667916E+04, 1.678411E+04, 1.688922E+04, 1.699448E+04, 1.709989E+04, 1.720545E+04, 1.731117E+04, 1.741703E+04, 1.752304E+04, 1.762919E+04, 1.773548E+04, 1.784191E+04, 1.794848E+04, 1.805519E+04, 1.816203E+04, 1.826900E+04, 1.837611E+04, 1.848334E+04, 1.859070E+04, 1.869818E+04, 1.880579E+04, 1.891352E+04, 1.902137E+04, 1.912934E+04, 1.923742E+04, 1.934562E+04, 1.945393E+04, 1.956235E+04, 1.967088E+04, 1.977952E+04, 1.988826E+04, 1.999711E+04, 2.010606E+04, 2.021511E+04, 2.032426E+04, 2.043350E+04, 2.054284E+04, 2.065228E+04, 2.076181E+04, 2.087143E+04, 2.098113E+04, 2.109093E+04, 2.120081E+04, 2.131078E+04, 2.142082E+04, 2.153095E+04, 2.164116E+04, 2.175144E+04, 2.186181E+04, 2.197224E+04, 2.208275E+04, 2.219333E+04, 2.230399E+04, 2.241471E+04, ]) # ---------------------- M = 16, I = 1 --------------------------- M = 16 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 8.000000E+00, 1.634928E+01, 2.947690E+01, 4.274338E+01, 5.604397E+01, 6.935994E+01, 8.268533E+01, 9.601763E+01, 1.093556E+02, 1.226986E+02, 1.360462E+02, 1.493982E+02, 1.627544E+02, 1.761147E+02, 1.894792E+02, 2.028480E+02, 2.162214E+02, 2.295997E+02, 2.429839E+02, 2.563748E+02, 2.697738E+02, 2.831826E+02, 2.966031E+02, 3.100376E+02, 3.234889E+02, 3.369598E+02, 3.504537E+02, 3.639739E+02, 3.775240E+02, 3.911080E+02, 4.047298E+02, 4.183933E+02, 4.321026E+02, 4.458619E+02, 4.596752E+02, 4.735466E+02, 4.874801E+02, 5.014796E+02, 5.155490E+02, 5.296922E+02, 5.439127E+02, 5.582142E+02, 5.726001E+02, 5.870738E+02, 6.016384E+02, 6.162971E+02, 6.310528E+02, 6.459085E+02, 6.608669E+02, 6.759306E+02, 6.911022E+02, 7.063841E+02, 7.217786E+02, 7.372879E+02, 7.529142E+02, 7.686595E+02, 7.845258E+02, 8.005148E+02, 8.166285E+02, 8.328685E+02, 8.492364E+02, 8.657339E+02, 8.823623E+02, 8.991233E+02, 9.160180E+02, 9.330480E+02, 9.502144E+02, 9.675184E+02, 9.849613E+02, 1.002544E+03, 1.020268E+03, 1.038134E+03, 1.056143E+03, 1.074296E+03, 1.092594E+03, 1.111039E+03, 1.129630E+03, 1.148368E+03, 1.167255E+03, 1.186292E+03, 1.205478E+03, 1.224815E+03, 1.244304E+03, 1.263945E+03, 1.283738E+03, 1.303686E+03, 1.323787E+03, 1.344044E+03, 1.364456E+03, 1.385024E+03, 1.405748E+03, 1.426630E+03, 1.447670E+03, 1.468868E+03, 1.490225E+03, 1.511742E+03, 1.533418E+03, 1.555255E+03, 1.577253E+03, 1.599413E+03, 1.621734E+03, 1.644218E+03, 1.666865E+03, 1.689675E+03, 1.712649E+03, 1.735787E+03, 1.759090E+03, 1.782559E+03, 1.806192E+03, 1.829993E+03, 1.853959E+03, 1.878093E+03, 1.902393E+03, 1.926862E+03, 1.951499E+03, 1.976304E+03, 2.001279E+03, 2.026423E+03, 2.051737E+03, 2.077221E+03, 2.102875E+03, 2.128701E+03, 2.154698E+03, 2.180867E+03, 2.207208E+03, 2.233722E+03, 2.260408E+03, 2.287269E+03, 2.314302E+03, 2.341510E+03, 2.368893E+03, 2.396450E+03, 2.424183E+03, 2.452091E+03, 2.480175E+03, 2.508436E+03, 2.536873E+03, 2.565488E+03, 2.594280E+03, 2.623250E+03, 2.652398E+03, 2.681725E+03, 2.711231E+03, 2.740916E+03, 2.770781E+03, 2.800826E+03, 2.831052E+03, 2.861458E+03, 2.892045E+03, 2.922814E+03, 2.953765E+03, 2.984899E+03, 3.016214E+03, 3.047713E+03, 3.079395E+03, 3.111261E+03, 3.143311E+03, 3.175545E+03, 3.207964E+03, 3.240568E+03, 3.273358E+03, 3.306334E+03, 3.339495E+03, 3.372843E+03, 3.406378E+03, 3.440101E+03, 3.474010E+03, 3.508108E+03, 3.542394E+03, 3.576869E+03, 3.611532E+03, 3.646385E+03, 3.681428E+03, 3.716660E+03, 3.752083E+03, 3.787696E+03, 3.823500E+03, 3.859496E+03, 3.895683E+03, 3.932063E+03, 3.968634E+03, 4.005398E+03, 4.042355E+03, 4.079506E+03, 4.116850E+03, 4.154388E+03, 4.192120E+03, 4.230046E+03, 4.268168E+03, 4.306485E+03, 4.344997E+03, 4.383705E+03, 4.422609E+03, 4.461709E+03, 4.501007E+03, 4.540501E+03, 4.580192E+03, 4.620081E+03, 4.660168E+03, 4.700454E+03, 4.740937E+03, 4.781620E+03, 4.822501E+03, 4.863582E+03, 4.904862E+03, 4.946342E+03, 4.988023E+03, 5.029903E+03, 5.071985E+03, 5.114267E+03, 5.156751E+03, 5.199436E+03, 5.242323E+03, 5.285411E+03, 5.328702E+03, 5.372196E+03, 5.415892E+03, 5.459791E+03, 5.503893E+03, 5.548199E+03, 5.592708E+03, 5.637422E+03, 5.682339E+03, 5.727461E+03, 5.772787E+03, 5.818318E+03, 5.864053E+03, 5.909994E+03, 5.956141E+03, 6.002493E+03, 6.049051E+03, 6.095814E+03, 6.142784E+03, 6.189960E+03, 6.237343E+03, 6.284932E+03, 6.332728E+03, 6.380732E+03, 6.428942E+03, 6.477360E+03, 6.525985E+03, 6.574818E+03, 6.623859E+03, 6.673107E+03, 6.722564E+03, 6.772229E+03, 6.822102E+03, 6.872184E+03, 6.922475E+03, 6.972974E+03, 7.023682E+03, 7.074599E+03, 7.125725E+03, 7.177060E+03, 7.228605E+03, 7.280359E+03, 7.332322E+03, 7.384495E+03, 7.436877E+03, 7.489470E+03, 7.542272E+03, 7.595283E+03, 7.648505E+03, 7.701937E+03, 7.755579E+03, 7.809431E+03, 7.863493E+03, 7.917765E+03, 7.972247E+03, 8.026940E+03, 8.081842E+03, 8.136956E+03, 8.192279E+03, 8.247813E+03, 8.303557E+03, 8.359511E+03, 8.415676E+03, 8.472051E+03, 8.528637E+03, 8.585433E+03, 8.642439E+03, 8.699655E+03, 8.757082E+03, 8.814719E+03, 8.872566E+03, 8.930624E+03, 8.988891E+03, 9.047369E+03, 9.106056E+03, 9.164954E+03, 9.224061E+03, 9.283378E+03, 9.342905E+03, 9.402642E+03, 9.462588E+03, 9.522744E+03, 9.583109E+03, 9.643684E+03, 9.704468E+03, 9.765461E+03, 9.826663E+03, ]) # ---------------------- M = 16, I = 2 --------------------------- M = 16 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 8.000000E+00, 1.635327E+01, 2.948508E+01, 4.275570E+01, 5.606042E+01, 6.938053E+01, 8.271004E+01, 9.604648E+01, 1.093886E+02, 1.227357E+02, 1.360875E+02, 1.494436E+02, 1.628039E+02, 1.761684E+02, 1.895370E+02, 2.029099E+02, 2.162874E+02, 2.296699E+02, 2.430582E+02, 2.564533E+02, 2.698565E+02, 2.832694E+02, 2.966941E+02, 3.101328E+02, 3.235883E+02, 3.370634E+02, 3.505615E+02, 3.640860E+02, 3.776405E+02, 3.912288E+02, 4.048549E+02, 4.185229E+02, 4.322366E+02, 4.460004E+02, 4.598182E+02, 4.736942E+02, 4.876323E+02, 5.016365E+02, 5.157107E+02, 5.298586E+02, 5.440840E+02, 5.583904E+02, 5.727812E+02, 5.872599E+02, 6.018296E+02, 6.164934E+02, 6.312544E+02, 6.461153E+02, 6.610791E+02, 6.761482E+02, 6.913252E+02, 7.066126E+02, 7.220127E+02, 7.375277E+02, 7.531597E+02, 7.689108E+02, 7.847830E+02, 8.007780E+02, 8.168977E+02, 8.331437E+02, 8.495178E+02, 8.660215E+02, 8.826562E+02, 8.994235E+02, 9.163248E+02, 9.333612E+02, 9.505342E+02, 9.678449E+02, 9.852945E+02, 1.002884E+03, 1.020615E+03, 1.038488E+03, 1.056504E+03, 1.074664E+03, 1.092970E+03, 1.111421E+03, 1.130019E+03, 1.148765E+03, 1.167660E+03, 1.186704E+03, 1.205898E+03, 1.225242E+03, 1.244739E+03, 1.264388E+03, 1.284189E+03, 1.304145E+03, 1.324254E+03, 1.344519E+03, 1.364939E+03, 1.385515E+03, 1.406248E+03, 1.427139E+03, 1.448187E+03, 1.469393E+03, 1.490759E+03, 1.512284E+03, 1.533969E+03, 1.555815E+03, 1.577822E+03, 1.599990E+03, 1.622320E+03, 1.644813E+03, 1.667469E+03, 1.690288E+03, 1.713271E+03, 1.736419E+03, 1.759731E+03, 1.783208E+03, 1.806851E+03, 1.830660E+03, 1.854636E+03, 1.878779E+03, 1.903089E+03, 1.927566E+03, 1.952212E+03, 1.977026E+03, 2.002010E+03, 2.027162E+03, 2.052485E+03, 2.077977E+03, 2.103640E+03, 2.129474E+03, 2.155479E+03, 2.181656E+03, 2.208005E+03, 2.234526E+03, 2.261220E+03, 2.288087E+03, 2.315127E+03, 2.342341E+03, 2.369730E+03, 2.397293E+03, 2.425030E+03, 2.452943E+03, 2.481032E+03, 2.509296E+03, 2.537737E+03, 2.566354E+03, 2.595148E+03, 2.624119E+03, 2.653268E+03, 2.682595E+03, 2.712100E+03, 2.741783E+03, 2.771646E+03, 2.801687E+03, 2.831908E+03, 2.862308E+03, 2.892889E+03, 2.923650E+03, 2.954592E+03, 2.985715E+03, 3.017019E+03, 3.048505E+03, 3.080172E+03, 3.112022E+03, 3.144054E+03, 3.176269E+03, 3.208667E+03, 3.241248E+03, 3.274013E+03, 3.306962E+03, 3.340095E+03, 3.373412E+03, 3.406913E+03, 3.440600E+03, 3.474472E+03, 3.508529E+03, 3.542772E+03, 3.577201E+03, 3.611816E+03, 3.646618E+03, 3.681606E+03, 3.716781E+03, 3.752144E+03, 3.787693E+03, 3.823430E+03, 3.859355E+03, 3.895469E+03, 3.931770E+03, 3.968260E+03, 4.004938E+03, 4.041806E+03, 4.078862E+03, 4.116108E+03, 4.153544E+03, 4.191169E+03, 4.228984E+03, 4.266989E+03, 4.305184E+03, 4.343570E+03, 4.382146E+03, 4.420914E+03, 4.459872E+03, 4.499021E+03, 4.538362E+03, 4.577894E+03, 4.617618E+03, 4.657534E+03, 4.697641E+03, 4.737941E+03, 4.778433E+03, 4.819117E+03, 4.859994E+03, 4.901064E+03, 4.942326E+03, 4.983781E+03, 5.025429E+03, 5.067270E+03, 5.109305E+03, 5.151533E+03, 5.193954E+03, 5.236569E+03, 5.279378E+03, 5.322380E+03, 5.365577E+03, 5.408967E+03, 5.452551E+03, 5.496329E+03, 5.540302E+03, 5.584469E+03, 5.628830E+03, 5.673385E+03, 5.718135E+03, 5.763080E+03, 5.808219E+03, 5.853552E+03, 5.899081E+03, 5.944804E+03, 5.990722E+03, 6.036834E+03, 6.083141E+03, 6.129644E+03, 6.176341E+03, 6.223233E+03, 6.270319E+03, 6.317601E+03, 6.365078E+03, 6.412749E+03, 6.460616E+03, 6.508677E+03, 6.556933E+03, 6.605384E+03, 6.654030E+03, 6.702871E+03, 6.751907E+03, 6.801137E+03, 6.850563E+03, 6.900183E+03, 6.949997E+03, 7.000007E+03, 7.050211E+03, 7.100609E+03, 7.151202E+03, 7.201990E+03, 7.252972E+03, 7.304148E+03, 7.355518E+03, 7.407083E+03, 7.458842E+03, 7.510794E+03, 7.562941E+03, 7.615282E+03, 7.667816E+03, 7.720544E+03, 7.773466E+03, 7.826581E+03, 7.879889E+03, 7.933391E+03, 7.987085E+03, 8.040973E+03, 8.095054E+03, 8.149327E+03, 8.203793E+03, 8.258452E+03, 8.313303E+03, 8.368346E+03, 8.423581E+03, 8.479008E+03, 8.534627E+03, 8.590438E+03, 8.646440E+03, 8.702634E+03, 8.759019E+03, 8.815594E+03, 8.872361E+03, 8.929318E+03, 8.986466E+03, 9.043803E+03, 9.101331E+03, 9.159049E+03, 9.216957E+03, 9.275054E+03, 9.333341E+03, 9.391817E+03, 9.450481E+03, 9.509335E+03, 9.568377E+03, 9.627607E+03, 9.687025E+03, 9.746631E+03, ]) # ---------------------- M = 16, I = 3 --------------------------- M = 16 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.200018E+01, 4.353101E+01, 8.267877E+01, 1.219284E+02, 1.612106E+02, 2.005120E+02, 2.398284E+02, 2.791580E+02, 3.184998E+02, 3.578535E+02, 3.972192E+02, 4.365975E+02, 4.759903E+02, 5.154010E+02, 5.548351E+02, 5.943007E+02, 6.338083E+02, 6.733713E+02, 7.130053E+02, 7.527282E+02, 7.925598E+02, 8.325212E+02, 8.726345E+02, 9.129224E+02, 9.534080E+02, 9.941141E+02, 1.035064E+03, 1.076278E+03, 1.117780E+03, 1.159590E+03, 1.201727E+03, 1.244211E+03, 1.287059E+03, 1.330289E+03, 1.373916E+03, 1.417957E+03, 1.462425E+03, 1.507334E+03, 1.552696E+03, 1.598524E+03, 1.644828E+03, 1.691619E+03, 1.738907E+03, 1.786701E+03, 1.835009E+03, 1.883840E+03, 1.933201E+03, 1.983100E+03, 2.033542E+03, 2.084536E+03, 2.136085E+03, 2.188197E+03, 2.240876E+03, 2.294127E+03, 2.347956E+03, 2.402366E+03, 2.457362E+03, 2.512948E+03, 2.569127E+03, 2.625905E+03, 2.683283E+03, 2.741265E+03, 2.799856E+03, 2.859056E+03, 2.918871E+03, 2.979301E+03, 3.040351E+03, 3.102023E+03, 3.164318E+03, 3.227241E+03, 3.290792E+03, 3.354975E+03, 3.419791E+03, 3.485243E+03, 3.551333E+03, 3.618062E+03, 3.685434E+03, 3.753448E+03, 3.822109E+03, 3.891417E+03, 3.961373E+03, 4.031981E+03, 4.103242E+03, 4.175156E+03, 4.247727E+03, 4.320955E+03, 4.394842E+03, 4.469390E+03, 4.544599E+03, 4.620473E+03, 4.697012E+03, 4.774217E+03, 4.852090E+03, 4.930633E+03, 5.009846E+03, 5.089732E+03, 5.170291E+03, 5.251524E+03, 5.333434E+03, 5.416021E+03, 5.499287E+03, 5.583232E+03, 5.667858E+03, 5.753167E+03, 5.839159E+03, 5.925836E+03, 6.013198E+03, 6.101247E+03, 6.189984E+03, 6.279409E+03, 6.369525E+03, 6.460332E+03, 6.551831E+03, 6.644024E+03, 6.736910E+03, 6.830491E+03, 6.924769E+03, 7.019743E+03, 7.115415E+03, 7.211786E+03, 7.308857E+03, 7.406628E+03, 7.505101E+03, 7.604275E+03, 7.704153E+03, 7.804734E+03, 7.906020E+03, 8.008011E+03, 8.110707E+03, 8.214111E+03, 8.318221E+03, 8.423040E+03, 8.528567E+03, 8.634803E+03, 8.741749E+03, 8.849406E+03, 8.957773E+03, 9.066852E+03, 9.176642E+03, 9.287145E+03, 9.398361E+03, 9.510290E+03, 9.622933E+03, 9.736290E+03, 9.850361E+03, 9.965148E+03, 1.008065E+04, 1.019687E+04, 1.031380E+04, 1.043145E+04, 1.054981E+04, 1.066889E+04, 1.078869E+04, 1.090921E+04, 1.103044E+04, 1.115239E+04, 1.127506E+04, 1.139844E+04, 1.152254E+04, 1.164736E+04, 1.177290E+04, 1.189916E+04, 1.202613E+04, 1.215382E+04, 1.228223E+04, 1.241135E+04, 1.254120E+04, 1.267176E+04, 1.280303E+04, 1.293503E+04, 1.306774E+04, 1.320117E+04, 1.333531E+04, 1.347018E+04, 1.360575E+04, 1.374205E+04, 1.387906E+04, 1.401678E+04, 1.415522E+04, 1.429438E+04, 1.443424E+04, 1.457483E+04, 1.471612E+04, 1.485813E+04, 1.500085E+04, 1.514429E+04, 1.528843E+04, 1.543329E+04, 1.557886E+04, 1.572514E+04, 1.587213E+04, 1.601983E+04, 1.616823E+04, 1.631735E+04, 1.646717E+04, 1.661770E+04, 1.676894E+04, 1.692088E+04, 1.707353E+04, 1.722688E+04, 1.738094E+04, 1.753570E+04, 1.769116E+04, 1.784733E+04, 1.800419E+04, 1.816176E+04, 1.832002E+04, 1.847899E+04, 1.863865E+04, 1.879901E+04, 1.896006E+04, 1.912181E+04, 1.928426E+04, 1.944740E+04, 1.961123E+04, 1.977575E+04, 1.994097E+04, 2.010688E+04, 2.027347E+04, 2.044076E+04, 2.060873E+04, 2.077739E+04, 2.094673E+04, 2.111676E+04, 2.128747E+04, 2.145887E+04, 2.163095E+04, 2.180371E+04, 2.197714E+04, 2.215126E+04, 2.232606E+04, 2.250153E+04, 2.267767E+04, 2.285449E+04, 2.303199E+04, 2.321016E+04, 2.338899E+04, 2.356850E+04, 2.374868E+04, 2.392952E+04, 2.411104E+04, 2.429321E+04, 2.447606E+04, 2.465956E+04, 2.484373E+04, 2.502856E+04, 2.521404E+04, 2.540019E+04, 2.558699E+04, 2.577445E+04, 2.596257E+04, 2.615133E+04, 2.634075E+04, 2.653083E+04, 2.672155E+04, 2.691292E+04, 2.710493E+04, 2.729760E+04, 2.749091E+04, 2.768486E+04, 2.787945E+04, 2.807469E+04, 2.827056E+04, 2.846707E+04, 2.866422E+04, 2.886201E+04, 2.906042E+04, 2.925948E+04, 2.945916E+04, 2.965947E+04, 2.986042E+04, 3.006199E+04, 3.026418E+04, 3.046700E+04, 3.067045E+04, 3.087451E+04, 3.107920E+04, 3.128450E+04, 3.149043E+04, 3.169697E+04, 3.190412E+04, 3.211189E+04, 3.232027E+04, 3.252925E+04, 3.273885E+04, 3.294906E+04, 3.315987E+04, 3.337129E+04, 3.358331E+04, 3.379593E+04, 3.400915E+04, 3.422297E+04, 3.443739E+04, 3.465240E+04, 3.486801E+04, 3.508421E+04, 3.530100E+04, 3.551839E+04, 3.573636E+04, 3.595491E+04, 3.617405E+04, ]) # ---------------------- M = 16, I = 4 --------------------------- M = 16 I = 4 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.200018E+01, 4.355487E+01, 8.272675E+01, 1.220005E+02, 1.613067E+02, 2.006322E+02, 2.399726E+02, 2.793263E+02, 3.186922E+02, 3.580700E+02, 3.974597E+02, 4.368621E+02, 4.762790E+02, 5.157139E+02, 5.551722E+02, 5.946621E+02, 6.341940E+02, 6.737815E+02, 7.134401E+02, 7.531878E+02, 7.930444E+02, 8.330310E+02, 8.731698E+02, 9.134835E+02, 9.539953E+02, 9.947280E+02, 1.035704E+03, 1.076947E+03, 1.118476E+03, 1.160314E+03, 1.202480E+03, 1.244992E+03, 1.287870E+03, 1.331130E+03, 1.374788E+03, 1.418860E+03, 1.463360E+03, 1.508301E+03, 1.553696E+03, 1.599557E+03, 1.645895E+03, 1.692720E+03, 1.740043E+03, 1.787872E+03, 1.836217E+03, 1.885084E+03, 1.934483E+03, 1.984419E+03, 2.034900E+03, 2.085932E+03, 2.137521E+03, 2.189673E+03, 2.242393E+03, 2.295685E+03, 2.349556E+03, 2.404008E+03, 2.459047E+03, 2.514677E+03, 2.570901E+03, 2.627723E+03, 2.685146E+03, 2.743175E+03, 2.801812E+03, 2.861060E+03, 2.920922E+03, 2.981401E+03, 3.042499E+03, 3.104220E+03, 3.166566E+03, 3.229539E+03, 3.293142E+03, 3.357377E+03, 3.422246E+03, 3.487751E+03, 3.553894E+03, 3.620678E+03, 3.688104E+03, 3.756175E+03, 3.824891E+03, 3.894256E+03, 3.964270E+03, 4.034936E+03, 4.106255E+03, 4.178229E+03, 4.250859E+03, 4.324148E+03, 4.398096E+03, 4.472705E+03, 4.547977E+03, 4.623914E+03, 4.700516E+03, 4.777785E+03, 4.855723E+03, 4.934331E+03, 5.013611E+03, 5.093563E+03, 5.174189E+03, 5.255491E+03, 5.337469E+03, 5.420125E+03, 5.503460E+03, 5.587476E+03, 5.672173E+03, 5.757554E+03, 5.843618E+03, 5.930367E+03, 6.017803E+03, 6.105926E+03, 6.194737E+03, 6.284239E+03, 6.374431E+03, 6.465314E+03, 6.556890E+03, 6.649160E+03, 6.742125E+03, 6.835786E+03, 6.930143E+03, 7.025198E+03, 7.120951E+03, 7.217404E+03, 7.314556E+03, 7.412410E+03, 7.510966E+03, 7.610225E+03, 7.710187E+03, 7.810854E+03, 7.912226E+03, 8.014303E+03, 8.117087E+03, 8.220578E+03, 8.324778E+03, 8.429685E+03, 8.535302E+03, 8.641629E+03, 8.748666E+03, 8.856414E+03, 8.964874E+03, 9.074045E+03, 9.183929E+03, 9.294526E+03, 9.405837E+03, 9.517861E+03, 9.630600E+03, 9.744054E+03, 9.858222E+03, 9.973107E+03, 1.008871E+04, 1.020502E+04, 1.032206E+04, 1.043980E+04, 1.055827E+04, 1.067745E+04, 1.079735E+04, 1.091797E+04, 1.103931E+04, 1.116136E+04, 1.128413E+04, 1.140762E+04, 1.153183E+04, 1.165676E+04, 1.178240E+04, 1.190877E+04, 1.203585E+04, 1.216365E+04, 1.229217E+04, 1.242140E+04, 1.255136E+04, 1.268203E+04, 1.281342E+04, 1.294553E+04, 1.307835E+04, 1.321189E+04, 1.334615E+04, 1.348113E+04, 1.361683E+04, 1.375324E+04, 1.389036E+04, 1.402821E+04, 1.416676E+04, 1.430604E+04, 1.444603E+04, 1.458673E+04, 1.472815E+04, 1.487028E+04, 1.501313E+04, 1.515669E+04, 1.530096E+04, 1.544594E+04, 1.559163E+04, 1.573804E+04, 1.588516E+04, 1.603299E+04, 1.618152E+04, 1.633077E+04, 1.648072E+04, 1.663138E+04, 1.678275E+04, 1.693483E+04, 1.708761E+04, 1.724110E+04, 1.739530E+04, 1.755019E+04, 1.770579E+04, 1.786210E+04, 1.801910E+04, 1.817681E+04, 1.833522E+04, 1.849432E+04, 1.865413E+04, 1.881464E+04, 1.897584E+04, 1.913774E+04, 1.930033E+04, 1.946362E+04, 1.962761E+04, 1.979228E+04, 1.995766E+04, 2.012372E+04, 2.029047E+04, 2.045791E+04, 2.062605E+04, 2.079487E+04, 2.096438E+04, 2.113457E+04, 2.130545E+04, 2.147701E+04, 2.164926E+04, 2.182219E+04, 2.199580E+04, 2.217009E+04, 2.234507E+04, 2.252072E+04, 2.269704E+04, 2.287405E+04, 2.305173E+04, 2.323008E+04, 2.340911E+04, 2.358881E+04, 2.376918E+04, 2.395022E+04, 2.413193E+04, 2.431431E+04, 2.449736E+04, 2.468107E+04, 2.486545E+04, 2.505049E+04, 2.523619E+04, 2.542255E+04, 2.560958E+04, 2.579726E+04, 2.598560E+04, 2.617460E+04, 2.636425E+04, 2.655456E+04, 2.674552E+04, 2.693713E+04, 2.712940E+04, 2.732231E+04, 2.751587E+04, 2.771008E+04, 2.790494E+04, 2.810044E+04, 2.829658E+04, 2.849337E+04, 2.869080E+04, 2.888886E+04, 2.908757E+04, 2.928691E+04, 2.948689E+04, 2.968751E+04, 2.988876E+04, 3.009064E+04, 3.029315E+04, 3.049629E+04, 3.070006E+04, 3.090446E+04, 3.110948E+04, 3.131513E+04, 3.152140E+04, 3.172830E+04, 3.193581E+04, 3.214394E+04, 3.235270E+04, 3.256206E+04, 3.277205E+04, 3.298265E+04, 3.319386E+04, 3.340568E+04, 3.361811E+04, 3.383115E+04, 3.404480E+04, 3.425905E+04, 3.447391E+04, 3.468937E+04, 3.490544E+04, 3.512210E+04, 3.533937E+04, 3.555723E+04, 3.577568E+04, 3.599474E+04, 3.621438E+04, ]) # ---------------------- M = 17, I = 1 --------------------------- M = 17 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.200000E+01, 3.036750E+01, 5.612178E+01, 8.203022E+01, 1.079799E+02, 1.339502E+02, 1.599342E+02, 1.859291E+02, 2.119337E+02, 2.379470E+02, 2.639687E+02, 2.899986E+02, 3.160366E+02, 3.420830E+02, 3.681386E+02, 3.942045E+02, 4.202826E+02, 4.463759E+02, 4.724880E+02, 4.986238E+02, 5.247889E+02, 5.509901E+02, 5.772350E+02, 6.035318E+02, 6.298897E+02, 6.563182E+02, 6.828272E+02, 7.094270E+02, 7.361281E+02, 7.629408E+02, 7.898758E+02, 8.169433E+02, 8.441535E+02, 8.715165E+02, 8.990419E+02, 9.267392E+02, 9.546175E+02, 9.826856E+02, 1.010952E+03, 1.039424E+03, 1.068111E+03, 1.097019E+03, 1.126156E+03, 1.155527E+03, 1.185141E+03, 1.215002E+03, 1.245116E+03, 1.275490E+03, 1.306128E+03, 1.337035E+03, 1.368216E+03, 1.399675E+03, 1.431417E+03, 1.463446E+03, 1.495766E+03, 1.528380E+03, 1.561292E+03, 1.594505E+03, 1.628022E+03, 1.661847E+03, 1.695982E+03, 1.730431E+03, 1.765195E+03, 1.800278E+03, 1.835682E+03, 1.871408E+03, 1.907461E+03, 1.943841E+03, 1.980550E+03, 2.017592E+03, 2.054967E+03, 2.092677E+03, 2.130725E+03, 2.169112E+03, 2.207840E+03, 2.246911E+03, 2.286325E+03, 2.326085E+03, 2.366192E+03, 2.406647E+03, 2.447452E+03, 2.488609E+03, 2.530118E+03, 2.571981E+03, 2.614199E+03, 2.656774E+03, 2.699706E+03, 2.742997E+03, 2.786647E+03, 2.830659E+03, 2.875033E+03, 2.919770E+03, 2.964871E+03, 3.010338E+03, 3.056170E+03, 3.102370E+03, 3.148938E+03, 3.195875E+03, 3.243182E+03, 3.290860E+03, 3.338910E+03, 3.387332E+03, 3.436128E+03, 3.485298E+03, 3.534843E+03, 3.584764E+03, 3.635061E+03, 3.685735E+03, 3.736788E+03, 3.788220E+03, 3.840030E+03, 3.892221E+03, 3.944793E+03, 3.997746E+03, 4.051081E+03, 4.104799E+03, 4.158899E+03, 4.213384E+03, 4.268253E+03, 4.323507E+03, 4.379146E+03, 4.435171E+03, 4.491582E+03, 4.548380E+03, 4.605566E+03, 4.663139E+03, 4.721100E+03, 4.779450E+03, 4.838189E+03, 4.897317E+03, 4.956835E+03, 5.016743E+03, 5.077042E+03, 5.137731E+03, 5.198811E+03, 5.260282E+03, 5.322144E+03, 5.384399E+03, 5.447045E+03, 5.510084E+03, 5.573515E+03, 5.637339E+03, 5.701556E+03, 5.766165E+03, 5.831168E+03, 5.896563E+03, 5.962352E+03, 6.028535E+03, 6.095111E+03, 6.162081E+03, 6.229444E+03, 6.297201E+03, 6.365351E+03, 6.433896E+03, 6.502834E+03, 6.572165E+03, 6.641891E+03, 6.712010E+03, 6.782522E+03, 6.853428E+03, 6.924728E+03, 6.996420E+03, 7.068506E+03, 7.140985E+03, 7.213857E+03, 7.287122E+03, 7.360779E+03, 7.434829E+03, 7.509271E+03, 7.584105E+03, 7.659331E+03, 7.734948E+03, 7.810957E+03, 7.887357E+03, 7.964148E+03, 8.041329E+03, 8.118901E+03, 8.196862E+03, 8.275214E+03, 8.353954E+03, 8.433084E+03, 8.512603E+03, 8.592509E+03, 8.672804E+03, 8.753486E+03, 8.834556E+03, 8.916012E+03, 8.997855E+03, 9.080084E+03, 9.162699E+03, 9.245698E+03, 9.329082E+03, 9.412851E+03, 9.497003E+03, 9.581539E+03, 9.666457E+03, 9.751757E+03, 9.837440E+03, 9.923503E+03, 1.000995E+04, 1.009677E+04, 1.018398E+04, 1.027156E+04, 1.035952E+04, 1.044786E+04, 1.053658E+04, 1.062567E+04, 1.071515E+04, 1.080499E+04, 1.089521E+04, 1.098581E+04, 1.107678E+04, 1.116812E+04, 1.125984E+04, 1.135192E+04, 1.144438E+04, 1.153721E+04, 1.163041E+04, 1.172398E+04, 1.181791E+04, 1.191222E+04, 1.200689E+04, 1.210193E+04, 1.219733E+04, 1.229310E+04, 1.238923E+04, 1.248573E+04, 1.258259E+04, 1.267981E+04, 1.277739E+04, 1.287533E+04, 1.297363E+04, 1.307230E+04, 1.317132E+04, 1.327069E+04, 1.337043E+04, 1.347052E+04, 1.357096E+04, 1.367176E+04, 1.377291E+04, 1.387441E+04, 1.397627E+04, 1.407848E+04, 1.418103E+04, 1.428394E+04, 1.438719E+04, 1.449080E+04, 1.459474E+04, 1.469904E+04, 1.480368E+04, 1.490866E+04, 1.501399E+04, 1.511966E+04, 1.522567E+04, 1.533202E+04, 1.543871E+04, 1.554573E+04, 1.565310E+04, 1.576080E+04, 1.586884E+04, 1.597722E+04, 1.608592E+04, 1.619497E+04, 1.630434E+04, 1.641404E+04, 1.652408E+04, 1.663444E+04, 1.674513E+04, 1.685615E+04, 1.696750E+04, 1.707917E+04, 1.719117E+04, 1.730349E+04, 1.741613E+04, 1.752909E+04, 1.764238E+04, 1.775598E+04, 1.786991E+04, 1.798415E+04, 1.809870E+04, 1.821358E+04, 1.832876E+04, 1.844426E+04, 1.856008E+04, 1.867620E+04, 1.879264E+04, 1.890938E+04, 1.902644E+04, 1.914380E+04, 1.926147E+04, 1.937944E+04, 1.949772E+04, 1.961630E+04, 1.973518E+04, 1.985437E+04, 1.997385E+04, 2.009364E+04, 2.021372E+04, 2.033410E+04, 2.045477E+04, 2.057574E+04, ]) # ---------------------- M = 17, I = 2 --------------------------- M = 17 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.800464E+01, 8.321075E+01, 1.599981E+02, 2.369086E+02, 3.138651E+02, 3.908526E+02, 4.678662E+02, 5.449041E+02, 6.219653E+02, 6.990504E+02, 7.761621E+02, 8.533068E+02, 9.304964E+02, 1.007750E+03, 1.085094E+03, 1.162563E+03, 1.240199E+03, 1.318049E+03, 1.396167E+03, 1.474609E+03, 1.553433E+03, 1.632699E+03, 1.712467E+03, 1.792793E+03, 1.873736E+03, 1.955349E+03, 2.037686E+03, 2.120794E+03, 2.204722E+03, 2.289512E+03, 2.375206E+03, 2.461843E+03, 2.549457E+03, 2.638082E+03, 2.727749E+03, 2.818487E+03, 2.910323E+03, 3.003280E+03, 3.097383E+03, 3.192652E+03, 3.289107E+03, 3.386767E+03, 3.485650E+03, 3.585770E+03, 3.687143E+03, 3.789784E+03, 3.893705E+03, 3.998918E+03, 4.105435E+03, 4.213267E+03, 4.322425E+03, 4.432917E+03, 4.544753E+03, 4.657942E+03, 4.772491E+03, 4.888409E+03, 5.005702E+03, 5.124379E+03, 5.244445E+03, 5.365907E+03, 5.488771E+03, 5.613043E+03, 5.738728E+03, 5.865832E+03, 5.994360E+03, 6.124317E+03, 6.255707E+03, 6.388535E+03, 6.522805E+03, 6.658522E+03, 6.795690E+03, 6.934312E+03, 7.074392E+03, 7.215933E+03, 7.358940E+03, 7.503415E+03, 7.649362E+03, 7.796783E+03, 7.945681E+03, 8.096060E+03, 8.247921E+03, 8.401268E+03, 8.556102E+03, 8.712426E+03, 8.870242E+03, 9.029552E+03, 9.190358E+03, 9.352662E+03, 9.516465E+03, 9.681769E+03, 9.848576E+03, 1.001689E+04, 1.018670E+04, 1.035802E+04, 1.053085E+04, 1.070519E+04, 1.088103E+04, 1.105839E+04, 1.123725E+04, 1.141763E+04, 1.159951E+04, 1.178291E+04, 1.196781E+04, 1.215423E+04, 1.234216E+04, 1.253160E+04, 1.272255E+04, 1.291501E+04, 1.310899E+04, 1.330447E+04, 1.350145E+04, 1.369995E+04, 1.389995E+04, 1.410146E+04, 1.430448E+04, 1.450899E+04, 1.471501E+04, 1.492253E+04, 1.513156E+04, 1.534207E+04, 1.555409E+04, 1.576760E+04, 1.598261E+04, 1.619910E+04, 1.641709E+04, 1.663656E+04, 1.685752E+04, 1.707996E+04, 1.730388E+04, 1.752928E+04, 1.775616E+04, 1.798452E+04, 1.821434E+04, 1.844564E+04, 1.867840E+04, 1.891262E+04, 1.914831E+04, 1.938545E+04, 1.962405E+04, 1.986410E+04, 2.010561E+04, 2.034856E+04, 2.059295E+04, 2.083878E+04, 2.108605E+04, 2.133476E+04, 2.158489E+04, 2.183646E+04, 2.208945E+04, 2.234386E+04, 2.259968E+04, 2.285692E+04, 2.311558E+04, 2.337563E+04, 2.363710E+04, 2.389996E+04, 2.416422E+04, 2.442987E+04, 2.469691E+04, 2.496533E+04, 2.523514E+04, 2.550632E+04, 2.577888E+04, 2.605280E+04, 2.632810E+04, 2.660475E+04, 2.688276E+04, 2.716213E+04, 2.744285E+04, 2.772491E+04, 2.800832E+04, 2.829306E+04, 2.857914E+04, 2.886655E+04, 2.915528E+04, 2.944534E+04, 2.973671E+04, 3.002940E+04, 3.032340E+04, 3.061870E+04, 3.091531E+04, 3.121321E+04, 3.151240E+04, 3.181289E+04, 3.211465E+04, 3.241770E+04, 3.272203E+04, 3.302762E+04, 3.333449E+04, 3.364262E+04, 3.395200E+04, 3.426265E+04, 3.457454E+04, 3.488768E+04, 3.520206E+04, 3.551768E+04, 3.583454E+04, 3.615262E+04, 3.647193E+04, 3.679246E+04, 3.711421E+04, 3.743717E+04, 3.776134E+04, 3.808672E+04, 3.841329E+04, 3.874106E+04, 3.907002E+04, 3.940017E+04, 3.973150E+04, 4.006401E+04, 4.039770E+04, 4.073255E+04, 4.106857E+04, 4.140576E+04, 4.174410E+04, 4.208359E+04, 4.242424E+04, 4.276602E+04, 4.310895E+04, 4.345302E+04, 4.379822E+04, 4.414455E+04, 4.449200E+04, 4.484057E+04, 4.519026E+04, 4.554105E+04, 4.589296E+04, 4.624597E+04, 4.660008E+04, 4.695528E+04, 4.731158E+04, 4.766896E+04, 4.802742E+04, 4.838697E+04, 4.874758E+04, 4.910927E+04, 4.947202E+04, 4.983584E+04, 5.020071E+04, 5.056664E+04, 5.093362E+04, 5.130164E+04, 5.167071E+04, 5.204081E+04, 5.241195E+04, 5.278412E+04, 5.315731E+04, 5.353153E+04, 5.390676E+04, 5.428300E+04, 5.466026E+04, 5.503852E+04, 5.541778E+04, 5.579805E+04, 5.617930E+04, 5.656155E+04, 5.694478E+04, 5.732899E+04, 5.771418E+04, 5.810034E+04, 5.848748E+04, 5.887558E+04, 5.926464E+04, 5.965467E+04, 6.004564E+04, 6.043757E+04, 6.083045E+04, 6.122426E+04, 6.161902E+04, 6.201471E+04, 6.241133E+04, 6.280888E+04, 6.320736E+04, 6.360675E+04, 6.400706E+04, 6.440828E+04, 6.481042E+04, 6.521345E+04, 6.561739E+04, 6.602222E+04, 6.642795E+04, 6.683456E+04, 6.724206E+04, 6.765045E+04, 6.805971E+04, 6.846985E+04, 6.888085E+04, 6.929273E+04, 6.970546E+04, 7.011906E+04, 7.053351E+04, 7.094882E+04, 7.136497E+04, 7.178197E+04, 7.219981E+04, 7.261848E+04, 7.303799E+04, 7.345833E+04, 7.387950E+04, 7.430148E+04, 7.472429E+04, ]) # ---------------------- M = 18, I = 1 --------------------------- M = 18 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 9.761590E+00, 1.797541E+02, 3.589432E+02, 5.384749E+02, 7.198461E+02, 9.059401E+02, 1.099605E+03, 1.302867E+03, 1.516834E+03, 1.742050E+03, 1.978735E+03, 2.226901E+03, 2.486580E+03, 2.757704E+03, 3.040307E+03, 3.334331E+03, 3.639872E+03, 3.956877E+03, 4.285427E+03, 4.625509E+03, 4.977243E+03, 5.340628E+03, 5.715693E+03, 6.102457E+03, 6.501039E+03, 6.911435E+03, 7.333681E+03, 7.767794E+03, 8.213845E+03, 8.671895E+03, 9.141829E+03, 9.623827E+03, 1.011782E+04, 1.062389E+04, 1.114211E+04, 1.167236E+04, 1.221467E+04, 1.276928E+04, 1.333592E+04, 1.391481E+04, 1.450597E+04, 1.510916E+04, 1.572473E+04, 1.635254E+04, 1.699269E+04, 1.764503E+04, 1.830963E+04, 1.898657E+04, 1.967596E+04, 2.037757E+04, 2.109164E+04, 2.181793E+04, 2.255682E+04, 2.330792E+04, 2.407159E+04, 2.484758E+04, 2.563595E+04, 2.643692E+04, 2.725021E+04, 2.807621E+04, 2.891445E+04, 2.976534E+04, 3.062873E+04, 3.150468E+04, 3.239304E+04, 3.329404E+04, 3.420753E+04, 3.513376E+04, 3.607234E+04, 3.702375E+04, 3.798758E+04, 3.896408E+04, 3.995331E+04, 4.095507E+04, 4.196962E+04, 4.299675E+04, 4.403651E+04, 4.508917E+04, 4.615426E+04, 4.723232E+04, 4.832287E+04, 4.942645E+04, 5.054257E+04, 5.167152E+04, 5.281306E+04, 5.396749E+04, 5.513482E+04, 5.631483E+04, 5.750780E+04, 5.871349E+04, 5.993189E+04, 6.116335E+04, 6.240759E+04, 6.366463E+04, 6.493478E+04, 6.621748E+04, 6.751335E+04, 6.882212E+04, 7.014378E+04, 7.147838E+04, 7.282593E+04, 7.418643E+04, 7.555994E+04, 7.694646E+04, 7.834567E+04, 7.975826E+04, 8.118359E+04, 8.262236E+04, 8.407389E+04, 8.553818E+04, 8.701598E+04, 8.850660E+04, 9.001039E+04, 9.152739E+04, 9.305725E+04, 9.460073E+04, 9.615671E+04, 9.772636E+04, 9.930890E+04, 1.009044E+05, 1.025132E+05, 1.041354E+05, 1.057705E+05, 1.074191E+05, 1.090806E+05, 1.107556E+05, 1.124435E+05, 1.141450E+05, 1.158599E+05, 1.175875E+05, 1.193290E+05, 1.210832E+05, 1.228509E+05, 1.246323E+05, 1.264267E+05, 1.282343E+05, 1.300555E+05, 1.318899E+05, 1.337380E+05, 1.355993E+05, 1.374737E+05, 1.393619E+05, 1.412634E+05, 1.431781E+05, 1.451065E+05, 1.470483E+05, 1.490034E+05, 1.509722E+05, 1.529544E+05, 1.549505E+05, 1.569593E+05, 1.589821E+05, 1.610182E+05, 1.630683E+05, 1.651312E+05, 1.672086E+05, 1.692989E+05, 1.714027E+05, 1.735204E+05, 1.756516E+05, 1.777969E+05, 1.799551E+05, 1.821273E+05, 1.843131E+05, 1.865124E+05, 1.887258E+05, 1.909522E+05, 1.931928E+05, 1.954469E+05, 1.977152E+05, 1.999966E+05, 2.022921E+05, 2.046013E+05, 2.069242E+05, 2.092612E+05, 2.116114E+05, ]) # ---------------------- M = 18, I = 2 --------------------------- M = 18 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 9.912400E+00, 1.828410E+02, 3.651190E+02, 5.477455E+02, 7.322431E+02, 9.215448E+02, 1.118548E+03, 1.325314E+03, 1.543000E+03, 1.772137E+03, 2.012972E+03, 2.265546E+03, 2.529857E+03, 2.805894E+03, 3.093647E+03, 3.393126E+03, 3.704301E+03, 4.027259E+03, 4.362060E+03, 4.708654E+03, 5.067118E+03, 5.437544E+03, 5.819917E+03, 6.214315E+03, 6.620748E+03, 7.039331E+03, 7.469975E+03, 7.912762E+03, 8.367835E+03, 8.835036E+03, 9.314552E+03, 9.806333E+03, 1.031039E+04, 1.082689E+04, 1.135564E+04, 1.189679E+04, 1.245038E+04, 1.301635E+04, 1.359485E+04, 1.418577E+04, 1.478913E+04, 1.540504E+04, 1.603337E+04, 1.667435E+04, 1.732783E+04, 1.799389E+04, 1.867251E+04, 1.936376E+04, 2.006759E+04, 2.078409E+04, 2.151317E+04, 2.225490E+04, 2.300937E+04, 2.377649E+04, 2.455631E+04, 2.534873E+04, 2.615398E+04, 2.697195E+04, 2.780269E+04, 2.864608E+04, 2.950235E+04, 3.037136E+04, 3.125337E+04, 3.214803E+04, 3.305538E+04, 3.397565E+04, 3.490891E+04, 3.585478E+04, 3.681371E+04, 3.778554E+04, 3.877029E+04, 3.976780E+04, 4.077831E+04, 4.180164E+04, 4.283805E+04, 4.388733E+04, 4.494977E+04, 4.602491E+04, 4.711326E+04, 4.821437E+04, 4.932877E+04, 5.045597E+04, 5.159626E+04, 5.274966E+04, 5.391623E+04, 5.509570E+04, 5.628837E+04, 5.749399E+04, 5.871259E+04, 5.994477E+04, 6.118969E+04, 6.244793E+04, 6.371925E+04, 6.500366E+04, 6.630117E+04, 6.761214E+04, 6.893627E+04, 7.027357E+04, 7.162408E+04, 7.298748E+04, 7.436445E+04, 7.575468E+04, 7.715820E+04, 7.857503E+04, 8.000484E+04, 8.144834E+04, 8.290486E+04, 8.437476E+04, 8.585806E+04, 8.735480E+04, 8.886462E+04, 9.038828E+04, 9.192505E+04, 9.347494E+04, 9.503836E+04, 9.661531E+04, 9.820585E+04, 9.980955E+04, 1.014269E+05, 1.030574E+05, 1.047016E+05, 1.063594E+05, 1.080305E+05, 1.097153E+05, 1.114134E+05, 1.131248E+05, 1.148503E+05, 1.165888E+05, 1.183415E+05, 1.201071E+05, 1.218866E+05, 1.236798E+05, 1.254865E+05, 1.273067E+05, 1.291407E+05, 1.309881E+05, 1.328495E+05, 1.347244E+05, 1.366128E+05, 1.385151E+05, 1.404309E+05, 1.423608E+05, 1.443038E+05, 1.462613E+05, 1.482318E+05, 1.502165E+05, 1.522147E+05, 1.542271E+05, 1.562526E+05, 1.582928E+05, 1.603461E+05, 1.624136E+05, 1.644948E+05, 1.665896E+05, 1.686987E+05, 1.708211E+05, 1.729576E+05, 1.751085E+05, 1.772726E+05, 1.794510E+05, 1.816432E+05, 1.838497E+05, 1.860695E+05, 1.883038E+05, 1.905518E+05, 1.928137E+05, 1.950900E+05, 1.973803E+05, 1.996838E+05, 2.020024E+05, 2.043343E+05, 2.066802E+05, 2.090406E+05, 2.114150E+05, 2.138033E+05, 2.162063E+05, ]) # ---------------------- M = 19, I = 1 --------------------------- M = 19 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.780860E+00, 6.888728E+01, 1.374712E+02, 2.060890E+02, 2.747808E+02, 3.438010E+02, 4.137509E+02, 4.855483E+02, 5.602403E+02, 6.388943E+02, 7.225221E+02, 8.120553E+02, 9.083745E+02, 1.012293E+03, 1.124615E+03, 1.246077E+03, 1.377438E+03, 1.519448E+03, 1.672847E+03, 1.838414E+03, 2.016938E+03, 2.209189E+03, 2.416025E+03, 2.638267E+03, 2.876824E+03, 3.132602E+03, 3.406543E+03, 3.699623E+03, 4.012839E+03, 4.347286E+03, 4.703992E+03, 5.084126E+03, 5.488848E+03, 5.919326E+03, 6.376821E+03, 6.862632E+03, 7.378065E+03, 7.924484E+03, 8.503314E+03, 9.115988E+03, 9.764033E+03, 1.044898E+04, 1.117241E+04, 1.193599E+04, 1.274135E+04, 1.359026E+04, 1.448448E+04, 1.542590E+04, 1.641632E+04, 1.745769E+04, 1.855200E+04, 1.970131E+04, 2.090764E+04, 2.217321E+04, 2.350017E+04, 2.489078E+04, 2.634733E+04, 2.787217E+04, 2.946776E+04, 3.113658E+04, 3.288109E+04, 3.470398E+04, 3.660778E+04, 3.859534E+04, 4.066933E+04, 4.283266E+04, 4.508820E+04, 4.743892E+04, 4.988780E+04, 5.243797E+04, 5.509261E+04, 5.785493E+04, 6.072821E+04, 6.371578E+04, 6.682109E+04, 7.004764E+04, 7.339906E+04, 7.687883E+04, 8.049086E+04, 8.423872E+04, 8.812646E+04, 9.215786E+04, 9.633693E+04, 1.006678E+05, 1.051547E+05, 1.098017E+05, 1.146132E+05, 1.195935E+05, 1.247472E+05, 1.300787E+05, 1.355927E+05, 1.412939E+05, 1.471870E+05, 1.532770E+05, 1.595687E+05, 1.660673E+05, 1.727778E+05, 1.797055E+05, 1.868555E+05, 1.942334E+05, 2.018446E+05, 2.096945E+05, 2.177890E+05, 2.261336E+05, 2.347342E+05, 2.435967E+05, 2.527273E+05, 2.621318E+05, 2.718165E+05, 2.817878E+05, 2.920519E+05, 3.026154E+05, 3.134849E+05, 3.246670E+05, 3.361684E+05, 3.479962E+05, 3.601571E+05, 3.726584E+05, 3.855070E+05, 3.987105E+05, 4.122760E+05, 4.262112E+05, 4.405236E+05, 4.552207E+05, 4.703105E+05, 4.858008E+05, 5.016998E+05, 5.180154E+05, 5.347559E+05, 5.519297E+05, 5.695451E+05, 5.876108E+05, 6.061353E+05, 6.251276E+05, 6.445965E+05, 6.645510E+05, 6.850001E+05, 7.059533E+05, 7.274196E+05, 7.494089E+05, 7.719305E+05, 7.949943E+05, 8.186099E+05, 8.427874E+05, 8.675368E+05, 8.928685E+05, 9.187926E+05, 9.453196E+05, 9.724601E+05, 1.000225E+06, 1.028624E+06, 1.057670E+06, 1.087373E+06, 1.117744E+06, 1.148794E+06, 1.180535E+06, 1.212979E+06, 1.246138E+06, 1.280022E+06, 1.314645E+06, 1.350018E+06, 1.386153E+06, 1.423064E+06, 1.460762E+06, 1.499260E+06, 1.538571E+06, 1.578708E+06, 1.619685E+06, 1.661513E+06, 1.704207E+06, 1.747780E+06, 1.792246E+06, 1.837618E+06, 1.883911E+06, 1.931138E+06, 1.979315E+06, ]) # ---------------------- M = 19, I = 2 --------------------------- M = 19 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.866200E+00, 7.060513E+01, 1.409078E+02, 2.112453E+02, 2.816616E+02, 3.524124E+02, 4.241291E+02, 4.977537E+02, 5.743694E+02, 6.550831E+02, 7.409406E+02, 8.329051E+02, 9.318879E+02, 1.038741E+03, 1.154268E+03, 1.279272E+03, 1.414522E+03, 1.560780E+03, 1.718840E+03, 1.889483E+03, 2.073538E+03, 2.271818E+03, 2.485183E+03, 2.714529E+03, 2.960748E+03, 3.224797E+03, 3.507665E+03, 3.810366E+03, 4.133950E+03, 4.479493E+03, 4.848138E+03, 5.241034E+03, 5.659402E+03, 6.104497E+03, 6.577577E+03, 7.080010E+03, 7.613174E+03, 8.178454E+03, 8.777326E+03, 9.411328E+03, 1.008198E+04, 1.079091E+04, 1.153976E+04, 1.233025E+04, 1.316410E+04, 1.404310E+04, 1.496915E+04, 1.594410E+04, 1.696994E+04, 1.804866E+04, 1.918233E+04, 2.037303E+04, 2.162293E+04, 2.293432E+04, 2.430941E+04, 2.575059E+04, 2.726019E+04, 2.884073E+04, 3.049469E+04, 3.222463E+04, 3.403321E+04, 3.592313E+04, 3.789715E+04, 3.995806E+04, 4.210879E+04, 4.435223E+04, 4.669141E+04, 4.912946E+04, 5.166950E+04, 5.431473E+04, 5.706844E+04, 5.993400E+04, 6.291482E+04, 6.601437E+04, 6.923620E+04, 7.258402E+04, 7.606148E+04, 7.967242E+04, 8.342064E+04, 8.731008E+04, 9.134474E+04, 9.552874E+04, 9.986620E+04, 1.043614E+05, 1.090186E+05, 1.138423E+05, 1.188369E+05, 1.240069E+05, 1.293571E+05, 1.348921E+05, 1.406168E+05, 1.465359E+05, 1.526546E+05, 1.589779E+05, 1.655109E+05, 1.722588E+05, 1.792271E+05, 1.864210E+05, 1.938462E+05, 2.015082E+05, 2.094126E+05, 2.175653E+05, 2.259721E+05, 2.346390E+05, 2.435721E+05, 2.527774E+05, 2.622614E+05, 2.720302E+05, 2.820903E+05, 2.924483E+05, 3.031110E+05, 3.140847E+05, 3.253767E+05, 3.369937E+05, 3.489427E+05, 3.612310E+05, 3.738659E+05, 3.868545E+05, 4.002045E+05, 4.139232E+05, 4.280186E+05, 4.424983E+05, 4.573703E+05, 4.726424E+05, 4.883229E+05, 5.044200E+05, 5.209419E+05, 5.378972E+05, 5.552945E+05, 5.731422E+05, 5.914493E+05, 6.102247E+05, 6.294775E+05, 6.492166E+05, 6.694515E+05, 6.901914E+05, 7.114458E+05, 7.332246E+05, 7.555370E+05, 7.783934E+05, 8.018036E+05, 8.257776E+05, 8.503257E+05, 8.754583E+05, 9.011859E+05, 9.275190E+05, 9.544684E+05, 9.820450E+05, 1.010260E+06, 1.039124E+06, 1.068649E+06, 1.098845E+06, 1.129726E+06, 1.161301E+06, 1.193583E+06, 1.226584E+06, 1.260317E+06, 1.294792E+06, 1.330023E+06, 1.366022E+06, 1.402801E+06, 1.440374E+06, 1.478753E+06, 1.517952E+06, 1.557983E+06, 1.598860E+06, 1.640596E+06, 1.683205E+06, 1.726701E+06, 1.771098E+06, 1.816409E+06, 1.862649E+06, 1.909833E+06, 1.957974E+06, 2.007088E+06, 2.057189E+06, ]) # ---------------------- M = 19, I = 3 --------------------------- M = 19 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 7.583710E+00, 1.382173E+02, 2.758282E+02, 4.135070E+02, 5.513676E+02, 6.900135E+02, 8.308340E+02, 9.758329E+02, 1.127263E+03, 1.287312E+03, 1.458080E+03, 1.641493E+03, 1.839335E+03, 2.053277E+03, 2.284972E+03, 2.535982E+03, 2.807868E+03, 3.102189E+03, 3.420546E+03, 3.764540E+03, 4.135842E+03, 4.536154E+03, 4.967247E+03, 5.430907E+03, 5.929040E+03, 6.463587E+03, 7.036596E+03, 7.650158E+03, 8.306416E+03, 9.007672E+03, 9.756218E+03, 1.055447E+04, 1.140497E+04, 1.231027E+04, 1.327302E+04, 1.429603E+04, 1.538213E+04, 1.653432E+04, 1.775555E+04, 1.904896E+04, 2.041788E+04, 2.186555E+04, 2.339541E+04, 2.501105E+04, 2.671603E+04, 2.851411E+04, 3.040920E+04, 3.240513E+04, 3.450607E+04, 3.671615E+04, 3.903959E+04, 4.148094E+04, 4.404455E+04, 4.673515E+04, 4.955745E+04, 5.251625E+04, 5.561666E+04, 5.886377E+04, 6.226278E+04, 6.581899E+04, 6.953795E+04, 7.342535E+04, 7.748685E+04, 8.172822E+04, 8.615570E+04, 9.077534E+04, 9.559340E+04, 1.006162E+05, 1.058507E+05, 1.113031E+05, 1.169806E+05, 1.228899E+05, 1.290384E+05, 1.354334E+05, 1.420821E+05, 1.489923E+05, 1.561716E+05, 1.636280E+05, 1.713695E+05, 1.794043E+05, 1.877407E+05, 1.963875E+05, 2.053530E+05, 2.146464E+05, 2.242765E+05, 2.342527E+05, 2.445840E+05, 2.552802E+05, 2.663510E+05, 2.778062E+05, 2.896558E+05, 3.019102E+05, 3.145796E+05, 3.276747E+05, 3.412063E+05, 3.551851E+05, 3.696226E+05, 3.845298E+05, 3.999184E+05, 4.158000E+05, 4.321865E+05, 4.490901E+05, 4.665230E+05, 4.844975E+05, 5.030266E+05, 5.221230E+05, 5.417996E+05, 5.620701E+05, 5.829476E+05, 6.044458E+05, 6.265791E+05, 6.493608E+05, 6.728060E+05, 6.969287E+05, 7.217437E+05, 7.472664E+05, 7.735113E+05, 8.004945E+05, 8.282311E+05, 8.567373E+05, 8.860289E+05, 9.161222E+05, 9.470339E+05, 9.787808E+05, 1.011380E+06, 1.044848E+06, 1.079203E+06, 1.114462E+06, 1.150644E+06, 1.187766E+06, 1.225847E+06, 1.264906E+06, 1.304961E+06, 1.346032E+06, 1.388138E+06, 1.431299E+06, 1.475534E+06, 1.520864E+06, 1.567309E+06, 1.614891E+06, 1.663628E+06, 1.713544E+06, 1.764659E+06, 1.816995E+06, 1.870575E+06, 1.925419E+06, 1.981552E+06, 2.038995E+06, 2.097772E+06, 2.157905E+06, 2.219420E+06, 2.282339E+06, 2.346687E+06, 2.412488E+06, 2.479766E+06, 2.548548E+06, 2.618858E+06, 2.690721E+06, 2.764165E+06, 2.839214E+06, 2.915895E+06, 2.994236E+06, 3.074263E+06, 3.156003E+06, 3.239484E+06, 3.324735E+06, 3.411783E+06, 3.500657E+06, 3.591387E+06, 3.683999E+06, 3.778527E+06, 3.874996E+06, 3.973440E+06, 4.073888E+06, 4.176370E+06, 4.280919E+06, ]) # ---------------------- M = 19, I = 4 --------------------------- M = 19 I = 4 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.529716E+01, 2.790462E+02, 5.568808E+02, 8.348524E+02, 1.113124E+03, 1.392726E+03, 1.676127E+03, 1.967024E+03, 2.269724E+03, 2.588528E+03, 2.927570E+03, 3.290640E+03, 3.681356E+03, 4.103003E+03, 4.558813E+03, 5.051868E+03, 5.585175E+03, 6.161870E+03, 6.784985E+03, 7.457593E+03, 8.182895E+03, 8.964139E+03, 9.804763E+03, 1.070818E+04, 1.167802E+04, 1.271790E+04, 1.383181E+04, 1.502371E+04, 1.629759E+04, 1.765790E+04, 1.910900E+04, 2.065548E+04, 2.230214E+04, 2.405374E+04, 2.591542E+04, 2.789238E+04, 2.999010E+04, 3.221416E+04, 3.457015E+04, 3.706422E+04, 3.970237E+04, 4.249085E+04, 4.543618E+04, 4.854516E+04, 5.182439E+04, 5.528126E+04, 5.892283E+04, 6.275655E+04, 6.679011E+04, 7.103145E+04, 7.548857E+04, 8.016983E+04, 8.508371E+04, 9.023910E+04, 9.564456E+04, 1.013096E+05, 1.072436E+05, 1.134560E+05, 1.199569E+05, 1.267562E+05, 1.338645E+05, 1.412920E+05, 1.490498E+05, 1.571490E+05, 1.656006E+05, 1.744166E+05, 1.836087E+05, 1.931887E+05, 2.031692E+05, 2.135629E+05, 2.243826E+05, 2.356413E+05, 2.473527E+05, 2.595302E+05, 2.721881E+05, 2.853405E+05, 2.990019E+05, 3.131871E+05, 3.279114E+05, 3.431903E+05, 3.590394E+05, 3.754746E+05, 3.925124E+05, 4.101694E+05, 4.284625E+05, 4.474091E+05, 4.670263E+05, 4.873326E+05, 5.083460E+05, 5.300849E+05, 5.525683E+05, 5.758153E+05, 5.998453E+05, 6.246787E+05, 6.503350E+05, 6.768352E+05, 7.042000E+05, 7.324508E+05, 7.616091E+05, 7.916970E+05, 8.227364E+05, 8.547503E+05, 8.877616E+05, 9.217938E+05, 9.568705E+05, 9.930163E+05, 1.030255E+06, 1.068612E+06, 1.108113E+06, 1.148782E+06, 1.190646E+06, 1.233733E+06, 1.278068E+06, 1.323678E+06, 1.370591E+06, 1.418836E+06, 1.468441E+06, 1.519434E+06, 1.571845E+06, 1.625704E+06, 1.681041E+06, 1.737886E+06, 1.796270E+06, 1.856224E+06, 1.917781E+06, 1.980972E+06, 2.045832E+06, 2.112391E+06, 2.180684E+06, 2.250746E+06, 2.322610E+06, 2.396312E+06, 2.471886E+06, 2.549370E+06, 2.628798E+06, 2.710208E+06, 2.793637E+06, 2.879123E+06, 2.966704E+06, 3.056419E+06, 3.148307E+06, 3.242406E+06, 3.338759E+06, 3.437405E+06, 3.538386E+06, 3.641742E+06, 3.747517E+06, 3.855753E+06, 3.966492E+06, 4.079779E+06, 4.195658E+06, 4.314174E+06, 4.435371E+06, 4.559296E+06, 4.685994E+06, 4.815512E+06, 4.947899E+06, 5.083202E+06, 5.221468E+06, 5.362749E+06, 5.507091E+06, 5.654546E+06, 5.805164E+06, 5.958997E+06, 6.116096E+06, 6.276514E+06, 6.440302E+06, 6.607517E+06, 6.778209E+06, 6.952435E+06, 7.130249E+06, 7.311707E+06, 7.496867E+06, 7.685785E+06, 7.878517E+06, 8.075122E+06, ]) # ---------------------- M = 19, I = 5 --------------------------- M = 19 I = 5 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 4.005750E+00, 7.341299E+01, 1.465248E+02, 2.196725E+02, 2.929080E+02, 3.665343E+02, 4.412543E+02, 5.180980E+02, 5.982340E+02, 6.828353E+02, 7.730027E+02, 8.697668E+02, 9.740684E+02, 1.086823E+03, 1.208879E+03, 1.341069E+03, 1.484232E+03, 1.639180E+03, 1.806745E+03, 1.987801E+03, 2.183188E+03, 2.393832E+03, 2.620622E+03, 2.864546E+03, 3.126558E+03, 3.407697E+03, 3.709043E+03, 4.031658E+03, 4.376687E+03, 4.745342E+03, 5.138807E+03, 5.558356E+03, 6.005318E+03, 6.481015E+03, 6.986846E+03, 7.524300E+03, 8.094828E+03, 8.699968E+03, 9.341331E+03, 1.002056E+04, 1.073933E+04, 1.149937E+04, 1.230251E+04, 1.315057E+04, 1.404547E+04, 1.498914E+04, 1.598358E+04, 1.703092E+04, 1.813322E+04, 1.929266E+04, 2.051152E+04, 2.179207E+04, 2.313669E+04, 2.454777E+04, 2.602783E+04, 2.757939E+04, 2.920503E+04, 3.090744E+04, 3.268941E+04, 3.455366E+04, 3.650309E+04, 3.854064E+04, 4.066930E+04, 4.289217E+04, 4.521234E+04, 4.763307E+04, 5.015761E+04, 5.278935E+04, 5.553171E+04, 5.838817E+04, 6.136237E+04, 6.445786E+04, 6.767842E+04, 7.102788E+04, 7.451010E+04, 7.812908E+04, 8.188878E+04, 8.579338E+04, 8.984714E+04, 9.405423E+04, 9.841911E+04, 1.029462E+05, 1.076400E+05, 1.125052E+05, 1.175464E+05, 1.227686E+05, 1.281765E+05, 1.337751E+05, 1.395696E+05, 1.455650E+05, 1.517667E+05, 1.581798E+05, 1.648099E+05, 1.716626E+05, 1.787433E+05, 1.860579E+05, 1.936120E+05, 2.014118E+05, 2.094632E+05, 2.177721E+05, 2.263450E+05, 2.351881E+05, 2.443078E+05, 2.537105E+05, 2.634030E+05, 2.733918E+05, 2.836841E+05, 2.942864E+05, 3.052060E+05, 3.164500E+05, 3.280255E+05, 3.399401E+05, 3.522011E+05, 3.648163E+05, 3.777931E+05, 3.911396E+05, 4.048633E+05, 4.189728E+05, 4.334758E+05, 4.483808E+05, 4.636960E+05, 4.794302E+05, 4.955917E+05, 5.121894E+05, 5.292323E+05, 5.467291E+05, 5.646892E+05, 5.831215E+05, 6.020357E+05, 6.214410E+05, 6.413472E+05, 6.617640E+05, 6.827011E+05, 7.041687E+05, 7.261769E+05, 7.487358E+05, 7.718559E+05, 7.955477E+05, 8.198219E+05, 8.446893E+05, 8.701605E+05, 8.962469E+05, 9.229596E+05, 9.503098E+05, 9.783092E+05, 1.006969E+06, 1.036302E+06, 1.066319E+06, 1.097032E+06, 1.128454E+06, 1.160596E+06, 1.193472E+06, 1.227094E+06, 1.261474E+06, 1.296626E+06, 1.332563E+06, 1.369297E+06, 1.406843E+06, 1.445213E+06, 1.484422E+06, 1.524483E+06, 1.565410E+06, 1.607217E+06, 1.649919E+06, 1.693530E+06, 1.738064E+06, 1.783536E+06, 1.829962E+06, 1.877355E+06, 1.925733E+06, 1.975109E+06, 2.025500E+06, 2.076920E+06, 2.129387E+06, 2.182916E+06, 2.237523E+06, ]) # ---------------------- M = 20, I = 1 --------------------------- M = 20 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.091110E+00, 4.947081E+01, 1.416480E+02, 2.592507E+02, 3.983023E+02, 5.559709E+02, 7.302920E+02, 9.198257E+02, 1.123477E+03, 1.340418E+03, 1.570058E+03, 1.812038E+03, 2.066230E+03, 2.332728E+03, 2.611836E+03, 2.904051E+03, 3.210045E+03, 3.530639E+03, 3.866789E+03, 4.219566E+03, 4.590146E+03, 4.979793E+03, 5.389860E+03, 5.821776E+03, 6.277046E+03, 6.757251E+03, 7.264045E+03, 7.799159E+03, 8.364401E+03, 8.961659E+03, 9.592904E+03, 1.026019E+04, 1.096512E+04, 1.170966E+04, 1.249659E+04, 1.332840E+04, 1.420757E+04, 1.513680E+04, 1.611862E+04, 1.715616E+04, 1.825218E+04, 1.940974E+04, 2.063218E+04, 2.192282E+04, 2.328522E+04, 2.472293E+04, 2.623979E+04, 2.783973E+04, 2.952702E+04, 3.130573E+04, 3.318041E+04, 3.515575E+04, 3.723663E+04, 3.942790E+04, 4.173473E+04, 4.416289E+04, 4.671773E+04, 4.940519E+04, 5.223118E+04, 5.520223E+04, 5.832512E+04, 6.160614E+04, 6.505245E+04, 6.867173E+04, 7.247112E+04, 7.645903E+04, 8.064278E+04, 8.503157E+04, 8.963402E+04, 9.445875E+04, 9.951574E+04, 1.048142E+05, 1.103643E+05, 1.161765E+05, 1.222616E+05, 1.286309E+05, 1.352955E+05, 1.422674E+05, 1.495587E+05, 1.571827E+05, 1.651519E+05, 1.734802E+05, 1.821813E+05, 1.912699E+05, 2.007604E+05, 2.106690E+05, 2.210108E+05, 2.318027E+05, 2.430609E+05, 2.548036E+05, 2.670483E+05, 2.798136E+05, 2.931184E+05, 3.069823E+05, 3.214256E+05, 3.364693E+05, 3.521348E+05, 3.684439E+05, 3.854199E+05, 4.030855E+05, 4.214650E+05, 4.405834E+05, 4.604660E+05, 4.811396E+05, 5.026303E+05, 5.249660E+05, 5.481756E+05, 5.722878E+05, 5.973333E+05, 6.233430E+05, 6.503482E+05, 6.783817E+05, 7.074775E+05, 7.376698E+05, 7.689940E+05, 8.014861E+05, 8.351831E+05, 8.701245E+05, 9.063479E+05, 9.438955E+05, 9.828070E+05, 1.023125E+06, 1.064895E+06, 1.108158E+06, 1.152963E+06, 1.199355E+06, 1.247383E+06, 1.297095E+06, 1.348543E+06, 1.401778E+06, 1.456853E+06, 1.513823E+06, 1.572742E+06, 1.633669E+06, 1.696660E+06, 1.761777E+06, 1.829081E+06, 1.898632E+06, 1.970497E+06, 2.044741E+06, 2.121430E+06, 2.200634E+06, 2.282422E+06, 2.366867E+06, 2.454042E+06, 2.544023E+06, 2.636886E+06, 2.732710E+06, 2.831576E+06, 2.933566E+06, 3.038763E+06, 3.147255E+06, 3.259128E+06, 3.374473E+06, 3.493381E+06, 3.615946E+06, 3.742264E+06, 3.872434E+06, 4.006554E+06, 4.144726E+06, 4.287056E+06, 4.433650E+06, 4.584616E+06, 4.740066E+06, 4.900110E+06, 5.064870E+06, 5.234458E+06, 5.408999E+06, 5.588613E+06, 5.773427E+06, 5.963569E+06, 6.159169E+06, 6.360361E+06, 6.567283E+06, 6.780068E+06, 6.998864E+06, ]) # ---------------------- M = 20, I = 2 --------------------------- M = 20 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.519830E+00, 1.041424E+02, 2.906766E+02, 5.317342E+02, 8.170004E+02, 1.140498E+03, 1.498191E+03, 1.887134E+03, 2.305068E+03, 2.750313E+03, 3.221668E+03, 3.718356E+03, 4.240095E+03, 4.787152E+03, 5.360055E+03, 5.959825E+03, 6.587858E+03, 7.245886E+03, 7.935732E+03, 8.659593E+03, 9.420003E+03, 1.021942E+04, 1.106064E+04, 1.194646E+04, 1.288013E+04, 1.386475E+04, 1.490370E+04, 1.600056E+04, 1.715893E+04, 1.838256E+04, 1.967551E+04, 2.104202E+04, 2.248633E+04, 2.401319E+04, 2.562698E+04, 2.733280E+04, 2.913575E+04, 3.104133E+04, 3.305479E+04, 3.518252E+04, 3.743016E+04, 3.980401E+04, 4.231092E+04, 4.495767E+04, 4.775159E+04, 5.069997E+04, 5.381064E+04, 5.709169E+04, 6.055190E+04, 6.419956E+04, 6.804403E+04, 7.209494E+04, 7.636229E+04, 8.085600E+04, 8.558671E+04, 9.056622E+04, 9.580554E+04, 1.013168E+05, 1.071122E+05, 1.132050E+05, 1.196093E+05, 1.263378E+05, 1.334053E+05, 1.408275E+05, 1.486191E+05, 1.567972E+05, 1.653770E+05, 1.743773E+05, 1.838157E+05, 1.937100E+05, 2.040806E+05, 2.149463E+05, 2.263282E+05, 2.382475E+05, 2.507265E+05, 2.637882E+05, 2.774557E+05, 2.917531E+05, 3.067057E+05, 3.223406E+05, 3.386834E+05, 3.557626E+05, 3.736064E+05, 3.922448E+05, 4.117074E+05, 4.320273E+05, 4.532358E+05, 4.753672E+05, 4.984549E+05, 5.225361E+05, 5.476468E+05, 5.738251E+05, 6.011099E+05, 6.295411E+05, 6.591607E+05, 6.900115E+05, 7.221373E+05, 7.555835E+05, 7.903966E+05, 8.266243E+05, 8.643161E+05, 9.035230E+05, 9.442971E+05, 9.866935E+05, 1.030765E+06, 1.076570E+06, 1.124167E+06, 1.173615E+06, 1.224977E+06, 1.278317E+06, 1.333697E+06, 1.391187E+06, 1.450855E+06, 1.512772E+06, 1.577010E+06, 1.643643E+06, 1.712747E+06, 1.784403E+06, 1.858688E+06, 1.935688E+06, 2.015486E+06, 2.098169E+06, 2.183827E+06, 2.272550E+06, 2.364432E+06, 2.459570E+06, 2.558063E+06, 2.660012E+06, 2.765517E+06, 2.874690E+06, 2.987634E+06, 3.104464E+06, 3.225293E+06, 3.350239E+06, 3.479418E+06, 3.612957E+06, 3.750979E+06, 3.893612E+06, 4.040990E+06, 4.193245E+06, 4.350513E+06, 4.512941E+06, 4.680667E+06, 4.853844E+06, 5.032618E+06, 5.217145E+06, 5.407584E+06, 5.604095E+06, 5.806845E+06, 6.016000E+06, 6.231733E+06, 6.454222E+06, 6.683645E+06, 6.920189E+06, 7.164040E+06, 7.415389E+06, 7.674437E+06, 7.941381E+06, 8.216427E+06, 8.499785E+06, 8.791667E+06, 9.092294E+06, 9.401888E+06, 9.720676E+06, 1.004889E+07, 1.038677E+07, 1.073455E+07, 1.109249E+07, 1.146083E+07, 1.183984E+07, 1.222977E+07, 1.263090E+07, 1.304350E+07, 1.346784E+07, 1.390421E+07, 1.435290E+07, ]) # ---------------------- M = 20, I = 3 --------------------------- M = 20 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 7.773000E-01, 5.324867E+01, 1.486677E+02, 2.719834E+02, 4.179176E+02, 5.834117E+02, 7.664008E+02, 9.653781E+02, 1.179188E+03, 1.406969E+03, 1.648109E+03, 1.902210E+03, 2.169127E+03, 2.448996E+03, 2.742088E+03, 3.048926E+03, 3.370223E+03, 3.706865E+03, 4.059785E+03, 4.430108E+03, 4.819128E+03, 5.228105E+03, 5.658465E+03, 6.111648E+03, 6.589308E+03, 7.093032E+03, 7.624553E+03, 8.185700E+03, 8.778316E+03, 9.404317E+03, 1.006578E+04, 1.076488E+04, 1.150378E+04, 1.228491E+04, 1.311052E+04, 1.398321E+04, 1.490558E+04, 1.588047E+04, 1.691055E+04, 1.799908E+04, 1.914896E+04, 2.036341E+04, 2.164594E+04, 2.300000E+04, 2.442935E+04, 2.593773E+04, 2.752913E+04, 2.920771E+04, 3.097792E+04, 3.284406E+04, 3.481086E+04, 3.688330E+04, 3.906645E+04, 4.136541E+04, 4.378561E+04, 4.633311E+04, 4.901353E+04, 5.183307E+04, 5.479795E+04, 5.791503E+04, 6.119141E+04, 6.463369E+04, 6.824939E+04, 7.204656E+04, 7.603270E+04, 8.021661E+04, 8.460600E+04, 8.921050E+04, 9.403916E+04, 9.910103E+04, 1.044066E+05, 1.099654E+05, 1.157884E+05, 1.218862E+05, 1.282704E+05, 1.349528E+05, 1.419450E+05, 1.492595E+05, 1.569092E+05, 1.649080E+05, 1.732688E+05, 1.820065E+05, 1.911353E+05, 2.006707E+05, 2.106276E+05, 2.210232E+05, 2.318735E+05, 2.431958E+05, 2.550074E+05, 2.673273E+05, 2.801738E+05, 2.935665E+05, 3.075254E+05, 3.220707E+05, 3.372240E+05, 3.530071E+05, 3.694426E+05, 3.865535E+05, 4.043638E+05, 4.228977E+05, 4.421807E+05, 4.622389E+05, 4.830988E+05, 5.047886E+05, 5.273357E+05, 5.507693E+05, 5.751197E+05, 6.004172E+05, 6.266939E+05, 6.539820E+05, 6.823147E+05, 7.117262E+05, 7.422522E+05, 7.739285E+05, 8.067927E+05, 8.408819E+05, 8.762352E+05, 9.128942E+05, 9.508983E+05, 9.902916E+05, 1.031116E+06, 1.073416E+06, 1.117238E+06, 1.162629E+06, 1.209636E+06, 1.258308E+06, 1.308697E+06, 1.360853E+06, 1.414829E+06, 1.470682E+06, 1.528464E+06, 1.588234E+06, 1.650050E+06, 1.713972E+06, 1.780059E+06, 1.848378E+06, 1.918989E+06, 1.991960E+06, 2.067358E+06, 2.145251E+06, 2.225709E+06, 2.308807E+06, 2.394615E+06, 2.483212E+06, 2.574672E+06, 2.669076E+06, 2.766504E+06, 2.867038E+06, 2.970764E+06, 3.077768E+06, 3.188136E+06, 3.301961E+06, 3.419333E+06, 3.540348E+06, 3.665102E+06, 3.793692E+06, 3.926220E+06, 4.062788E+06, 4.203501E+06, 4.348466E+06, 4.497792E+06, 4.651592E+06, 4.809980E+06, 4.973071E+06, 5.140983E+06, 5.313842E+06, 5.491767E+06, 5.674888E+06, 5.863331E+06, 6.057231E+06, 6.256719E+06, 6.461935E+06, 6.673017E+06, 6.890111E+06, 7.113357E+06, 7.342907E+06, ]) # ---------------------- M = 21, I = 1 --------------------------- M = 21 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.981460E+00, 3.304167E+02, 9.292313E+02, 1.704088E+03, 2.621559E+03, 3.662421E+03, 4.814121E+03, 6.068541E+03, 7.421071E+03, 8.869781E+03, 1.041512E+04, 1.205911E+04, 1.380519E+04, 1.565730E+04, 1.762056E+04, 1.970014E+04, 2.190181E+04, 2.423163E+04, 2.669554E+04, 2.929991E+04, 3.205132E+04, 3.495586E+04, 3.802056E+04, 4.125226E+04, 4.465708E+04, 4.824259E+04, 5.201564E+04, 5.598309E+04, 6.015219E+04, 6.453072E+04, 6.912550E+04, 7.394438E+04, 7.899525E+04, 8.428610E+04, 8.982435E+04, 9.561869E+04, 1.016773E+05, 1.080083E+05, 1.146215E+05, 1.215237E+05, 1.287266E+05, 1.362371E+05, 1.440654E+05, 1.522203E+05, 1.607132E+05, 1.695523E+05, 1.787484E+05, 1.883127E+05, 1.982535E+05, 2.085833E+05, 2.193115E+05, 2.304511E+05, 2.420107E+05, 2.540037E+05, 2.664413E+05, 2.793348E+05, 2.926958E+05, 3.065372E+05, 3.208723E+05, 3.357116E+05, 3.510703E+05, 3.669592E+05, 3.833922E+05, 4.003837E+05, 4.179467E+05, 4.360939E+05, 4.548404E+05, 4.741996E+05, 4.941865E+05, 5.148171E+05, 5.361032E+05, 5.580627E+05, 5.807100E+05, 6.040616E+05, 6.281301E+05, 6.529321E+05, 6.784872E+05, 7.048083E+05, 7.319154E+05, 7.598219E+05, 7.885455E+05, 8.181023E+05, 8.485133E+05, 8.797949E+05, 9.119639E+05, 9.450366E+05, 9.790353E+05, 1.013977E+06, 1.049882E+06, 1.086768E+06, 1.124652E+06, 1.163556E+06, 1.203500E+06, 1.244505E+06, 1.286588E+06, 1.329770E+06, 1.374075E+06, 1.419521E+06, 1.466130E+06, 1.513921E+06, 1.562920E+06, 1.613148E+06, 1.664626E+06, 1.717375E+06, 1.771419E+06, 1.826780E+06, 1.883484E+06, 1.941552E+06, 2.001009E+06, 2.061877E+06, 2.124181E+06, 2.187948E+06, 2.253196E+06, 2.319956E+06, 2.388251E+06, 2.458107E+06, 2.529549E+06, 2.602607E+06, 2.677298E+06, 2.753658E+06, 2.831706E+06, 2.911473E+06, 2.992987E+06, 3.076272E+06, 3.161364E+06, 3.248277E+06, 3.337053E+06, 3.427717E+06, 3.520289E+06, 3.614807E+06, 3.711301E+06, 3.809798E+06, 3.910326E+06, 4.012918E+06, 4.117603E+06, 4.224413E+06, 4.333378E+06, 4.444528E+06, 4.557903E+06, 4.673519E+06, 4.791422E+06, 4.911642E+06, 5.034208E+06, 5.159155E+06, 5.286513E+06, 5.416319E+06, 5.548609E+06, 5.683412E+06, 5.820768E+06, 5.960706E+06, 6.103265E+06, 6.248481E+06, 6.396387E+06, 6.547017E+06, 6.700413E+06, 6.856604E+06, 7.015634E+06, 7.177539E+06, 7.342350E+06, 7.510115E+06, 7.680862E+06, 7.854632E+06, 8.031473E+06, 8.211412E+06, 8.394491E+06, 8.580756E+06, 8.770230E+06, 8.962977E+06, 9.159022E+06, 9.358408E+06, 9.561181E+06, 9.767369E+06, 9.977034E+06, 1.019021E+07, 1.040692E+07, 1.062723E+07, ]) # ---------------------- M = 21, I = 2 --------------------------- M = 21 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 4.058120E+00, 3.362054E+02, 9.456074E+02, 1.734179E+03, 2.667896E+03, 3.727193E+03, 4.899294E+03, 6.175937E+03, 7.552431E+03, 9.026809E+03, 1.059953E+04, 1.227265E+04, 1.404968E+04, 1.593461E+04, 1.793265E+04, 2.004908E+04, 2.228977E+04, 2.466088E+04, 2.716846E+04, 2.981898E+04, 3.261916E+04, 3.557517E+04, 3.869418E+04, 4.198316E+04, 4.544832E+04, 4.909737E+04, 5.293730E+04, 5.697506E+04, 6.121805E+04, 6.567419E+04, 7.035040E+04, 7.525467E+04, 8.039507E+04, 8.577969E+04, 9.141609E+04, 9.731312E+04, 1.034791E+05, 1.099223E+05, 1.166527E+05, 1.236773E+05, 1.310079E+05, 1.386514E+05, 1.466185E+05, 1.549179E+05, 1.635614E+05, 1.725571E+05, 1.819162E+05, 1.916501E+05, 2.017671E+05, 2.122799E+05, 2.231982E+05, 2.345353E+05, 2.462997E+05, 2.585053E+05, 2.711634E+05, 2.842854E+05, 2.978833E+05, 3.119700E+05, 3.265592E+05, 3.416615E+05, 3.572924E+05, 3.734629E+05, 3.901872E+05, 4.074799E+05, 4.253541E+05, 4.438230E+05, 4.629018E+05, 4.826041E+05, 5.029453E+05, 5.239416E+05, 5.456049E+05, 5.679538E+05, 5.910025E+05, 6.147679E+05, 6.392630E+05, 6.645047E+05, 6.905128E+05, 7.173004E+05, 7.448879E+05, 7.732890E+05, 8.025217E+05, 8.326025E+05, 8.635525E+05, 8.953886E+05, 9.281278E+05, 9.617867E+05, 9.963880E+05, 1.031949E+06, 1.068491E+06, 1.106030E+06, 1.144586E+06, 1.184179E+06, 1.224831E+06, 1.266563E+06, 1.309392E+06, 1.353339E+06, 1.398430E+06, 1.444682E+06, 1.492116E+06, 1.540754E+06, 1.590622E+06, 1.641741E+06, 1.694130E+06, 1.747816E+06, 1.802817E+06, 1.859159E+06, 1.916869E+06, 1.975965E+06, 2.036476E+06, 2.098423E+06, 2.161832E+06, 2.226729E+06, 2.293134E+06, 2.361077E+06, 2.430583E+06, 2.501677E+06, 2.574385E+06, 2.648739E+06, 2.724753E+06, 2.802466E+06, 2.881898E+06, 2.963079E+06, 3.046038E+06, 3.130799E+06, 3.217399E+06, 3.305853E+06, 3.396203E+06, 3.488473E+06, 3.582687E+06, 3.678880E+06, 3.777084E+06, 3.877327E+06, 3.979638E+06, 4.084047E+06, 4.190589E+06, 4.299291E+06, 4.410188E+06, 4.523309E+06, 4.638693E+06, 4.756358E+06, 4.876351E+06, 4.998702E+06, 5.123440E+06, 5.250602E+06, 5.380218E+06, 5.512325E+06, 5.646960E+06, 5.784152E+06, 5.923943E+06, 6.066361E+06, 6.211446E+06, 6.359237E+06, 6.509766E+06, 6.663065E+06, 6.819180E+06, 6.978140E+06, 7.139989E+06, 7.304764E+06, 7.472497E+06, 7.643236E+06, 7.817009E+06, 7.993858E+06, 8.173833E+06, 8.356963E+06, 8.543287E+06, 8.732853E+06, 8.925687E+06, 9.121849E+06, 9.321369E+06, 9.524290E+06, 9.730657E+06, 9.940501E+06, 1.015388E+07, 1.037083E+07, 1.059139E+07, 1.081561E+07, ]) # ---------------------- M = 22, I = 1 --------------------------- M = 22 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[3] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.029370E+00, 3.298562E+01, 6.440722E+01, 9.584644E+01, 1.272919E+02, 1.587414E+02, 1.901941E+02, 2.216498E+02, 2.531083E+02, 2.845695E+02, 3.160334E+02, 3.475000E+02, 3.789694E+02, 4.104418E+02, 4.419180E+02, 4.733988E+02, 5.048860E+02, 5.363820E+02, 5.678901E+02, 5.994148E+02, 6.309613E+02, 6.625362E+02, 6.941467E+02, 7.258012E+02, 7.575086E+02, 7.892788E+02, 8.211221E+02, 8.530492E+02, 8.850710E+02, 9.171988E+02, 9.494439E+02, 9.818175E+02, 1.014331E+03, 1.046995E+03, 1.079820E+03, 1.112818E+03, 1.145998E+03, 1.179370E+03, 1.212943E+03, 1.246728E+03, 1.280732E+03, 1.314964E+03, 1.349432E+03, 1.384144E+03, 1.419107E+03, 1.454327E+03, 1.489813E+03, 1.525569E+03, 1.561602E+03, 1.597917E+03, 1.634520E+03, 1.671416E+03, 1.708610E+03, 1.746106E+03, 1.783909E+03, 1.822022E+03, 1.860449E+03, 1.899195E+03, 1.938262E+03, 1.977654E+03, 2.017374E+03, 2.057425E+03, 2.097810E+03, 2.138531E+03, 2.179590E+03, 2.220991E+03, 2.262736E+03, 2.304826E+03, 2.347264E+03, 2.390051E+03, 2.433189E+03, 2.476681E+03, 2.520527E+03, 2.564729E+03, 2.609289E+03, 2.654208E+03, 2.699487E+03, 2.745128E+03, 2.791131E+03, 2.837498E+03, 2.884230E+03, 2.931327E+03, 2.978791E+03, 3.026622E+03, 3.074822E+03, 3.123390E+03, 3.172328E+03, 3.221636E+03, 3.271315E+03, 3.321366E+03, 3.371788E+03, 3.422582E+03, 3.473749E+03, 3.525290E+03, 3.577203E+03, 3.629490E+03, 3.682151E+03, 3.735186E+03, 3.788596E+03, 3.842379E+03, 3.896538E+03, 3.951070E+03, 4.005977E+03, 4.061259E+03, 4.116915E+03, 4.172946E+03, 4.229351E+03, 4.286130E+03, 4.343283E+03, 4.400810E+03, 4.458710E+03, 4.516984E+03, 4.575631E+03, 4.634651E+03, 4.694043E+03, 4.753807E+03, 4.813944E+03, 4.874451E+03, 4.935329E+03, 4.996578E+03, 5.058196E+03, 5.120184E+03, 5.182541E+03, 5.245267E+03, 5.308360E+03, 5.371821E+03, 5.435648E+03, 5.499841E+03, 5.564399E+03, 5.629323E+03, 5.694610E+03, 5.760261E+03, 5.826274E+03, 5.892649E+03, 5.959385E+03, 6.026482E+03, 6.093938E+03, 6.161753E+03, 6.229926E+03, 6.298457E+03, 6.367343E+03, 6.436585E+03, 6.506181E+03, 6.576131E+03, 6.646434E+03, 6.717089E+03, 6.788095E+03, 6.859450E+03, 6.931155E+03, 7.003207E+03, 7.075607E+03, 7.148353E+03, 7.221444E+03, 7.294879E+03, 7.368657E+03, 7.442778E+03, 7.517239E+03, 7.592040E+03, 7.667180E+03, 7.742658E+03, 7.818473E+03, 7.894623E+03, 7.971108E+03, 8.047926E+03, 8.125077E+03, 8.202560E+03, 8.280372E+03, 8.358513E+03, 8.436983E+03, 8.515779E+03, 8.594900E+03, 8.674346E+03, 8.754116E+03, 8.834207E+03, 8.914620E+03, 8.995352E+03, 9.076403E+03, 9.157772E+03, 9.239456E+03, 9.321456E+03, 9.403770E+03, 9.486396E+03, 9.569334E+03, 9.652582E+03, 9.736138E+03, 9.820003E+03, 9.904175E+03, 9.988651E+03, 1.007343E+04, 1.015852E+04, 1.024390E+04, 1.032959E+04, 1.041557E+04, 1.050186E+04, 1.058844E+04, 1.067531E+04, 1.076248E+04, 1.084994E+04, 1.093770E+04, 1.102574E+04, 1.111408E+04, 1.120270E+04, 1.129161E+04, 1.138080E+04, 1.147028E+04, 1.156004E+04, 1.165009E+04, 1.174041E+04, 1.183101E+04, 1.192189E+04, 1.201305E+04, 1.210448E+04, 1.219619E+04, 1.228817E+04, 1.238042E+04, 1.247295E+04, 1.256574E+04, 1.265880E+04, 1.275212E+04, 1.284571E+04, 1.293957E+04, 1.303369E+04, 1.312807E+04, 1.322271E+04, 1.331760E+04, 1.341276E+04, 1.350817E+04, 1.360384E+04, 1.369976E+04, 1.379594E+04, 1.389237E+04, 1.398904E+04, 1.408597E+04, 1.418314E+04, 1.428056E+04, 1.437823E+04, 1.447614E+04, 1.457429E+04, 1.467269E+04, 1.477132E+04, 1.487019E+04, 1.496930E+04, 1.506865E+04, 1.516823E+04, 1.526805E+04, 1.536810E+04, 1.546838E+04, 1.556890E+04, 1.566964E+04, 1.577061E+04, 1.587180E+04, 1.597322E+04, 1.607487E+04, 1.617674E+04, 1.627883E+04, 1.638114E+04, 1.648367E+04, 1.658642E+04, 1.668939E+04, 1.679257E+04, 1.689597E+04, 1.699958E+04, 1.710340E+04, 1.720744E+04, 1.731168E+04, 1.741613E+04, 1.752079E+04, 1.762566E+04, 1.773073E+04, 1.783601E+04, 1.794149E+04, 1.804717E+04, 1.815305E+04, 1.825913E+04, 1.836541E+04, 1.847189E+04, 1.857856E+04, 1.868542E+04, 1.879248E+04, 1.889974E+04, 1.900718E+04, 1.911481E+04, 1.922264E+04, 1.933065E+04, 1.943885E+04, 1.954723E+04, 1.965580E+04, 1.976455E+04, 1.987348E+04, 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2.812754E+04, 2.824700E+04, 2.836657E+04, 2.848625E+04, 2.860603E+04, 2.872592E+04, 2.884592E+04, 2.896602E+04, 2.908623E+04, 2.920654E+04, 2.932695E+04, 2.944746E+04, 2.956808E+04, 2.968880E+04, 2.980961E+04, 2.993053E+04, 3.005154E+04, 3.017265E+04, 3.029385E+04, 3.041515E+04, 3.053655E+04, 3.065804E+04, 3.077962E+04, 3.090129E+04, 3.102306E+04, 3.114492E+04, 3.126686E+04, 3.138890E+04, 3.151103E+04, 3.163324E+04, 3.175554E+04, 3.187793E+04, 3.200040E+04, 3.212295E+04, 3.224560E+04, 3.236832E+04, 3.249113E+04, 3.261402E+04, 3.273698E+04, 3.286004E+04, 3.298317E+04, 3.310637E+04, 3.322966E+04, 3.335303E+04, 3.347647E+04, 3.359999E+04, 3.372358E+04, 3.384725E+04, 3.397099E+04, 3.409481E+04, 3.421870E+04, 3.434266E+04, 3.446669E+04, 3.459079E+04, 3.471497E+04, 3.483921E+04, 3.496352E+04, 3.508790E+04, 3.521235E+04, 3.533686E+04, 3.546144E+04, 3.558609E+04, 3.571080E+04, 3.583558E+04, 3.596041E+04, 3.608532E+04, 3.621028E+04, 3.633531E+04, 3.646039E+04, 3.658554E+04, 3.671075E+04, 3.683601E+04, 3.696134E+04, 3.708672E+04, 3.721216E+04, 3.733766E+04, 3.746321E+04, 3.758882E+04, 3.771449E+04, 3.784021E+04, 3.796598E+04, 3.809181E+04, 3.821769E+04, 3.834362E+04, 3.846960E+04, 3.859563E+04, 3.872172E+04, 3.884785E+04, 3.897404E+04, 3.910027E+04, 3.922655E+04, ]) # ---------------------- M = 22, I = 2 --------------------------- M = 22 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[3] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.071020E+00, 4.541678E+01, 8.875137E+01, 1.321089E+02, 1.754746E+02, 2.188458E+02, 2.622213E+02, 3.056010E+02, 3.489845E+02, 3.923717E+02, 4.357626E+02, 4.791572E+02, 5.225558E+02, 5.659587E+02, 6.093669E+02, 6.527822E+02, 6.962070E+02, 7.396453E+02, 7.831022E+02, 8.265842E+02, 8.700997E+02, 9.136581E+02, 9.572704E+02, 1.000949E+03, 1.044707E+03, 1.088558E+03, 1.132518E+03, 1.176603E+03, 1.220827E+03, 1.265207E+03, 1.309760E+03, 1.354500E+03, 1.399444E+03, 1.444608E+03, 1.490006E+03, 1.535654E+03, 1.581565E+03, 1.627754E+03, 1.674233E+03, 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4.463213E+04, 4.480073E+04, 4.496943E+04, 4.513823E+04, 4.530714E+04, 4.547615E+04, 4.564526E+04, 4.581448E+04, 4.598379E+04, 4.615320E+04, 4.632272E+04, 4.649233E+04, 4.666203E+04, 4.683183E+04, 4.700173E+04, 4.717172E+04, 4.734180E+04, 4.751197E+04, 4.768224E+04, 4.785259E+04, 4.802304E+04, 4.819357E+04, 4.836419E+04, 4.853489E+04, 4.870568E+04, 4.887656E+04, 4.904752E+04, 4.921856E+04, 4.938969E+04, 4.956089E+04, 4.973218E+04, 4.990354E+04, 5.007499E+04, 5.024651E+04, 5.041811E+04, 5.058978E+04, 5.076153E+04, 5.093336E+04, 5.110526E+04, 5.127723E+04, 5.144927E+04, 5.162139E+04, 5.179357E+04, 5.196583E+04, 5.213815E+04, 5.231054E+04, 5.248300E+04, 5.265553E+04, 5.282812E+04, 5.300078E+04, 5.317350E+04, 5.334628E+04, 5.351913E+04, 5.369204E+04, 5.386501E+04, 5.403804E+04, 5.421113E+04, ]) # ---------------------- M = 22, I = 3 --------------------------- M = 22 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[3] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.042930E+00, 1.565169E+01, 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3.218040E+03, 3.252390E+03, 3.286907E+03, 3.321592E+03, 3.356443E+03, 3.391461E+03, 3.426643E+03, 3.461991E+03, 3.497504E+03, 3.533180E+03, 3.569019E+03, 3.605021E+03, 3.641186E+03, 3.677511E+03, 3.713998E+03, 3.750645E+03, 3.787452E+03, 3.824418E+03, 3.861542E+03, 3.898825E+03, 3.936265E+03, 3.973861E+03, 4.011614E+03, 4.049522E+03, 4.087585E+03, 4.125803E+03, 4.164174E+03, 4.202698E+03, 4.241375E+03, 4.280203E+03, 4.319182E+03, 4.358312E+03, 4.397592E+03, 4.437021E+03, 4.476599E+03, 4.516325E+03, 4.556198E+03, 4.596218E+03, 4.636384E+03, 4.676695E+03, 4.717151E+03, 4.757752E+03, 4.798495E+03, 4.839382E+03, 4.880411E+03, 4.921581E+03, 4.962892E+03, 5.004344E+03, 5.045935E+03, 5.087665E+03, 5.129534E+03, 5.171540E+03, 5.213683E+03, 5.255963E+03, 5.298378E+03, 5.340928E+03, 5.383613E+03, 5.426432E+03, 5.469384E+03, 5.512468E+03, 5.555684E+03, 5.599031E+03, 5.642509E+03, 5.686116E+03, 5.729853E+03, 5.773719E+03, 5.817712E+03, 5.861833E+03, 5.906080E+03, 5.950453E+03, 5.994952E+03, 6.039576E+03, 6.084323E+03, 6.129194E+03, 6.174188E+03, 6.219304E+03, 6.264541E+03, 6.309899E+03, 6.355378E+03, 6.400976E+03, 6.446693E+03, 6.492528E+03, 6.538481E+03, 6.584551E+03, 6.630738E+03, 6.677040E+03, 6.723457E+03, 6.769989E+03, 6.816635E+03, 6.863394E+03, 6.910266E+03, 6.957250E+03, 7.004345E+03, 7.051551E+03, 7.098867E+03, 7.146292E+03, 7.193827E+03, 7.241469E+03, 7.289220E+03, 7.337077E+03, 7.385041E+03, 7.433111E+03, 7.481286E+03, 7.529565E+03, 7.577949E+03, 7.626436E+03, 7.675025E+03, 7.723717E+03, 7.772511E+03, 7.821405E+03, 7.870400E+03, 7.919495E+03, 7.968689E+03, 8.017981E+03, 8.067371E+03, 8.116859E+03, 8.166444E+03, 8.216125E+03, 8.265901E+03, 8.315773E+03, 8.365739E+03, 8.415798E+03, 8.465952E+03, 8.516198E+03, 8.566536E+03, 8.616965E+03, 8.667486E+03, 8.718097E+03, 8.768798E+03, 8.819588E+03, 8.870467E+03, 8.921434E+03, 8.972489E+03, 9.023631E+03, 9.074859E+03, 9.126174E+03, 9.177573E+03, 9.229058E+03, 9.280626E+03, 9.332279E+03, 9.384014E+03, 9.435833E+03, 9.487733E+03, 9.539715E+03, 9.591778E+03, 9.643921E+03, 9.696144E+03, 9.748447E+03, 9.800828E+03, 9.853288E+03, 9.905826E+03, 9.958440E+03, 1.001113E+04, 1.006390E+04, 1.011674E+04, 1.016966E+04, 1.022266E+04, 1.027572E+04, 1.032886E+04, 1.038208E+04, 1.043536E+04, 1.048872E+04, 1.054215E+04, 1.059566E+04, 1.064923E+04, 1.070287E+04, 1.075658E+04, 1.081036E+04, 1.086421E+04, 1.091813E+04, 1.097212E+04, 1.102617E+04, 1.108029E+04, 1.113447E+04, 1.118872E+04, 1.124304E+04, 1.129742E+04, 1.135187E+04, 1.140637E+04, 1.146095E+04, 1.151558E+04, 1.157028E+04, 1.162504E+04, 1.167986E+04, 1.173474E+04, 1.178968E+04, 1.184468E+04, 1.189975E+04, 1.195487E+04, 1.201005E+04, 1.206528E+04, 1.212058E+04, 1.217593E+04, 1.223134E+04, 1.228681E+04, 1.234233E+04, 1.239791E+04, 1.245354E+04, 1.250923E+04, 1.256497E+04, 1.262077E+04, 1.267661E+04, 1.273252E+04, 1.278847E+04, 1.284448E+04, 1.290054E+04, 1.295665E+04, 1.301281E+04, 1.306902E+04, 1.312528E+04, 1.318159E+04, 1.323795E+04, 1.329436E+04, 1.335081E+04, 1.340732E+04, 1.346387E+04, 1.352047E+04, 1.357712E+04, 1.363381E+04, 1.369055E+04, 1.374734E+04, 1.380417E+04, 1.386104E+04, 1.391796E+04, 1.397492E+04, 1.403193E+04, 1.408898E+04, 1.414607E+04, 1.420321E+04, 1.426039E+04, 1.431761E+04, 1.437487E+04, 1.443217E+04, 1.448951E+04, 1.454690E+04, 1.460432E+04, 1.466178E+04, 1.471928E+04, 1.477682E+04, 1.483440E+04, 1.489202E+04, 1.494968E+04, 1.500737E+04, 1.506510E+04, 1.512287E+04, 1.518067E+04, 1.523851E+04, 1.529638E+04, 1.535429E+04, 1.541224E+04, 1.547022E+04, 1.552823E+04, 1.558628E+04, 1.564436E+04, 1.570248E+04, 1.576063E+04, 1.581881E+04, 1.587702E+04, 1.593527E+04, 1.599354E+04, 1.605185E+04, 1.611019E+04, 1.616856E+04, 1.622697E+04, 1.628540E+04, 1.634386E+04, 1.640235E+04, 1.646087E+04, 1.651942E+04, 1.657800E+04, 1.663660E+04, 1.669524E+04, 1.675390E+04, 1.681259E+04, 1.687130E+04, 1.693005E+04, 1.698882E+04, 1.704761E+04, 1.710643E+04, 1.716528E+04, 1.722415E+04, 1.728305E+04, 1.734197E+04, 1.740092E+04, 1.745989E+04, 1.751889E+04, 1.757791E+04, 1.763695E+04, 1.769602E+04, 1.775510E+04, 1.781422E+04, 1.787335E+04, 1.793250E+04, 1.799168E+04, 1.805088E+04, 1.811010E+04, 1.816934E+04, 1.822860E+04, 1.828789E+04, 1.834719E+04, 1.840651E+04, 1.846585E+04, 1.852522E+04, 1.858460E+04, 1.864400E+04, 1.870342E+04, 1.876285E+04, ]) # ---------------------- M = 23, I = 1 --------------------------- M = 23 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.255910E+00, 5.846743E+01, 1.148737E+02, 1.712988E+02, 2.277330E+02, 2.841901E+02, 3.407448E+02, 3.975806E+02, 4.549981E+02, 5.133834E+02, 5.731623E+02, 6.347625E+02, 6.985902E+02, 7.650186E+02, 8.343861E+02, 9.069982E+02, 9.831325E+02, 1.063044E+03, 1.146969E+03, 1.235132E+03, 1.327747E+03, 1.425022E+03, 1.527162E+03, 1.634371E+03, 1.746850E+03, 1.864805E+03, 1.988442E+03, 2.117972E+03, 2.253608E+03, 2.395569E+03, 2.544078E+03, 2.699363E+03, 2.861660E+03, 3.031206E+03, 3.208249E+03, 3.393039E+03, 3.585834E+03, 3.786899E+03, 3.996503E+03, 4.214924E+03, 4.442444E+03, 4.679352E+03, 4.925946E+03, 5.182528E+03, 5.449407E+03, 5.726899E+03, 6.015328E+03, 6.315021E+03, 6.626316E+03, 6.949556E+03, 7.285090E+03, 7.644438E+03, 8.017771E+03, 8.405197E+03, 8.807106E+03, 9.223898E+03, 9.655973E+03, 1.010375E+04, 1.056765E+04, 1.104809E+04, 1.154553E+04, 1.206039E+04, 1.259313E+04, 1.314422E+04, 1.371412E+04, 1.430330E+04, 1.491225E+04, 1.554147E+04, 1.619144E+04, 1.686268E+04, 1.755572E+04, 1.827106E+04, 1.900924E+04, 1.977081E+04, 2.055631E+04, 2.136630E+04, 2.220136E+04, 2.306204E+04, 2.394895E+04, 2.486265E+04, 2.580377E+04, 2.677291E+04, 2.777069E+04, 2.879773E+04, 2.985468E+04, 3.094216E+04, 3.206084E+04, 3.321139E+04, 3.439446E+04, 3.561075E+04, 3.686094E+04, 3.814573E+04, 3.946582E+04, 4.082193E+04, 4.221480E+04, 4.364516E+04, 4.511375E+04, 4.662130E+04, 4.816861E+04, 4.975646E+04, 5.138558E+04, 5.305681E+04, 5.477092E+04, 5.652873E+04, 5.833107E+04, 6.017876E+04, 6.207265E+04, 6.401357E+04, 6.600238E+04, 6.803996E+04, 7.012718E+04, 7.226494E+04, 7.445411E+04, 7.669563E+04, 7.899039E+04, 8.133932E+04, 8.374336E+04, 8.620347E+04, 8.872059E+04, 9.129568E+04, 9.392974E+04, 9.662374E+04, 9.937866E+04, 1.021955E+05, 1.050753E+05, 1.080191E+05, 1.110280E+05, 1.141028E+05, 1.172448E+05, 1.204550E+05, 1.237344E+05, 1.270842E+05, 1.305054E+05, 1.339991E+05, 1.375665E+05, 1.412087E+05, 1.449268E+05, 1.487220E+05, 1.525953E+05, 1.565481E+05, 1.605814E+05, 1.646964E+05, 1.688944E+05, 1.731765E+05, 1.775439E+05, 1.819979E+05, 1.865398E+05, 1.911707E+05, 1.958919E+05, 2.007047E+05, 2.056102E+05, 2.106100E+05, 2.157051E+05, 2.208970E+05, 2.261869E+05, 2.315762E+05, 2.370662E+05, 2.426582E+05, 2.483535E+05, 2.541537E+05, 2.600599E+05, 2.660736E+05, 2.721962E+05, 2.784291E+05, 2.847737E+05, 2.912314E+05, 2.978036E+05, 3.044918E+05, 3.112975E+05, 3.182219E+05, 3.252667E+05, 3.324334E+05, 3.397233E+05, 3.471381E+05, 3.546790E+05, 3.623478E+05, ]) # ---------------------- M = 23, I = 2 --------------------------- M = 23 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.256912E+01, 1.198179E+02, 2.355169E+02, 3.512532E+02, 4.670077E+02, 5.828098E+02, 6.988156E+02, 8.154062E+02, 9.332049E+02, 1.053010E+03, 1.175699E+03, 1.302157E+03, 1.433218E+03, 1.569655E+03, 1.712166E+03, 1.861382E+03, 2.017879E+03, 2.182186E+03, 2.354797E+03, 2.536179E+03, 2.726782E+03, 2.927041E+03, 3.137388E+03, 3.358249E+03, 3.590052E+03, 3.833228E+03, 4.088213E+03, 4.355451E+03, 4.635393E+03, 4.928501E+03, 5.235245E+03, 5.556109E+03, 5.891584E+03, 6.242178E+03, 6.608407E+03, 6.990802E+03, 7.389906E+03, 7.806274E+03, 8.240476E+03, 8.693093E+03, 9.164721E+03, 9.655968E+03, 1.016746E+04, 1.069982E+04, 1.125372E+04, 1.182980E+04, 1.242875E+04, 1.305125E+04, 1.369802E+04, 1.436977E+04, 1.506723E+04, 1.581858E+04, 1.659528E+04, 1.740150E+04, 1.823806E+04, 1.910581E+04, 2.000560E+04, 2.093831E+04, 2.190483E+04, 2.290607E+04, 2.394295E+04, 2.501642E+04, 2.612743E+04, 2.727695E+04, 2.846597E+04, 2.969552E+04, 3.096661E+04, 3.228030E+04, 3.363762E+04, 3.503967E+04, 3.648755E+04, 3.798238E+04, 3.952527E+04, 4.111738E+04, 4.275989E+04, 4.445397E+04, 4.620085E+04, 4.800173E+04, 4.985785E+04, 5.177049E+04, 5.374092E+04, 5.577045E+04, 5.786038E+04, 6.001205E+04, 6.222683E+04, 6.450609E+04, 6.685123E+04, 6.926364E+04, 7.174476E+04, 7.429607E+04, 7.691903E+04, 7.961513E+04, 8.238587E+04, 8.523279E+04, 8.815748E+04, 9.116146E+04, 9.424635E+04, 9.741373E+04, 1.006653E+05, 1.040027E+05, 1.074275E+05, 1.109415E+05, 1.145465E+05, 1.182440E+05, 1.220360E+05, 1.259241E+05, 1.299102E+05, 1.339961E+05, 1.381836E+05, 1.424746E+05, 1.468710E+05, 1.513747E+05, 1.559876E+05, 1.607117E+05, 1.655489E+05, 1.705012E+05, 1.755707E+05, 1.807593E+05, 1.860692E+05, 1.915024E+05, 1.970610E+05, 2.027471E+05, 2.085628E+05, 2.145104E+05, 2.205921E+05, 2.268099E+05, 2.331663E+05, 2.396632E+05, 2.463032E+05, 2.530885E+05, 2.600213E+05, 2.671041E+05, 2.743392E+05, 2.817289E+05, 2.892757E+05, 2.969820E+05, 3.048502E+05, 3.128829E+05, 3.210824E+05, 3.294513E+05, 3.379922E+05, 3.467075E+05, 3.556000E+05, 3.646721E+05, 3.739265E+05, 3.833658E+05, 3.929927E+05, 4.028098E+05, 4.128199E+05, 4.230257E+05, 4.334300E+05, 4.440355E+05, 4.548450E+05, 4.658613E+05, 4.770871E+05, 4.885256E+05, 5.001793E+05, 5.120512E+05, 5.241444E+05, 5.364618E+05, 5.490060E+05, 5.617803E+05, 5.747876E+05, 5.880310E+05, 6.015134E+05, 6.152380E+05, 6.292077E+05, 6.434256E+05, 6.578952E+05, 6.726192E+05, 6.876007E+05, 7.028432E+05, 7.183499E+05, 7.341236E+05, 7.501680E+05, 7.664860E+05, ]) # ---------------------- M = 23, I = 3 --------------------------- M = 23 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 4.705510E+00, 4.011176E+01, 7.886627E+01, 1.176487E+02, 1.564527E+02, 1.952881E+02, 2.342069E+02, 2.733368E+02, 3.128870E+02, 3.531270E+02, 3.943565E+02, 4.368808E+02, 4.809954E+02, 5.269788E+02, 5.750913E+02, 6.255753E+02, 6.786581E+02, 7.345535E+02, 7.934654E+02, 8.555889E+02, 9.211128E+02, 9.902210E+02, 1.063094E+03, 1.139909E+03, 1.220842E+03, 1.306069E+03, 1.395765E+03, 1.490107E+03, 1.589273E+03, 1.693442E+03, 1.802795E+03, 1.917518E+03, 2.037796E+03, 2.163821E+03, 2.295788E+03, 2.433892E+03, 2.578337E+03, 2.729329E+03, 2.887077E+03, 3.051796E+03, 3.223707E+03, 3.403033E+03, 3.590003E+03, 3.784852E+03, 3.987816E+03, 4.199140E+03, 4.419076E+03, 4.647874E+03, 4.885797E+03, 5.133106E+03, 5.390076E+03, 5.656980E+03, 5.934099E+03, 6.221720E+03, 6.520136E+03, 6.829645E+03, 7.150549E+03, 7.483158E+03, 7.827786E+03, 8.184755E+03, 8.554390E+03, 8.937025E+03, 9.332999E+03, 9.742652E+03, 1.016634E+04, 1.060441E+04, 1.105723E+04, 1.152517E+04, 1.200860E+04, 1.250790E+04, 1.302346E+04, 1.355567E+04, 1.410492E+04, 1.467163E+04, 1.525621E+04, 1.585907E+04, 1.648063E+04, 1.712133E+04, 1.778161E+04, 1.846190E+04, 1.916266E+04, 1.988433E+04, 2.062740E+04, 2.139232E+04, 2.217957E+04, 2.298962E+04, 2.382298E+04, 2.468014E+04, 2.556160E+04, 2.646787E+04, 2.739946E+04, 2.835689E+04, 2.934071E+04, 3.035144E+04, 3.138963E+04, 3.245582E+04, 3.355059E+04, 3.467448E+04, 3.582807E+04, 3.701195E+04, 3.822668E+04, 3.947288E+04, 4.075113E+04, 4.206204E+04, 4.340624E+04, 4.478434E+04, 4.619696E+04, 4.764476E+04, 4.912835E+04, 5.064840E+04, 5.220557E+04, 5.380051E+04, 5.543391E+04, 5.710644E+04, 5.881878E+04, 6.057165E+04, 6.236571E+04, 6.420171E+04, 6.608034E+04, 6.800233E+04, 6.996841E+04, 7.197933E+04, 7.403584E+04, 7.613867E+04, 7.828858E+04, 8.048637E+04, 8.273280E+04, 8.502866E+04, 8.737470E+04, 8.977178E+04, 9.222067E+04, 9.472220E+04, 9.727719E+04, 9.988645E+04, 1.025508E+05, 1.052712E+05, 1.080484E+05, 1.108832E+05, 1.137766E+05, 1.167294E+05, 1.197425E+05, 1.228168E+05, 1.259531E+05, 1.291525E+05, 1.324157E+05, 1.357438E+05, 1.391376E+05, 1.425981E+05, 1.461262E+05, 1.497229E+05, 1.533892E+05, 1.571259E+05, 1.609341E+05, 1.648147E+05, 1.687687E+05, 1.727973E+05, 1.769011E+05, 1.810815E+05, 1.853392E+05, 1.896755E+05, 1.940913E+05, 1.985876E+05, 2.031654E+05, 2.078260E+05, 2.125702E+05, 2.173992E+05, 2.223140E+05, 2.273157E+05, 2.324055E+05, 2.375843E+05, 2.428533E+05, 2.482137E+05, 2.536665E+05, 2.592128E+05, 2.648538E+05, 2.705906E+05, ]) # ---------------------- M = 24, I = 1 --------------------------- M = 24 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.292033E+01, 1.005064E+03, 2.758565E+03, 5.052901E+03, 7.773275E+03, 1.085963E+04, 1.427439E+04, 1.799370E+04, 2.200520E+04, 2.630720E+04, 3.090790E+04, 3.582448E+04, 4.108212E+04, 4.671306E+04, 5.275584E+04, 5.925467E+04, 6.625898E+04, 7.382313E+04, 8.200629E+04, 9.087247E+04, 1.004906E+05, 1.109347E+05, 1.222845E+05, 1.346250E+05, 1.480481E+05, 1.626518E+05, 1.785416E+05, 1.958306E+05, 2.146405E+05, 2.351016E+05, 2.573542E+05, 2.815485E+05, 3.078462E+05, 3.364206E+05, 3.674579E+05, 4.011576E+05, 4.377339E+05, 4.774164E+05, 5.204511E+05, 5.671017E+05, 6.176507E+05, 6.724001E+05, 7.316734E+05, 7.958165E+05, 8.651993E+05, 9.402168E+05, 1.021291E+06, 1.108873E+06, 1.203444E+06, 1.305515E+06, 1.415636E+06, 1.534387E+06, 1.662391E+06, 1.800308E+06, 1.948842E+06, 2.108742E+06, 2.280804E+06, 2.465875E+06, 2.664853E+06, 2.878694E+06, 3.108412E+06, 3.355083E+06, 3.619849E+06, 3.903920E+06, 4.208579E+06, 4.535186E+06, 4.885181E+06, 5.260089E+06, 5.661522E+06, 6.091189E+06, 6.550894E+06, 7.042545E+06, 7.568161E+06, 8.129872E+06, 8.729927E+06, 9.370703E+06, 1.005471E+07, 1.078458E+07, 1.156312E+07, 1.239325E+07, 1.327809E+07, 1.422089E+07, 1.522509E+07, 1.629431E+07, 1.743237E+07, 1.864327E+07, 1.993123E+07, 2.130068E+07, 2.275629E+07, 2.430295E+07, 2.594581E+07, 2.769028E+07, 2.954203E+07, 3.150702E+07, 3.359151E+07, 3.580204E+07, 3.814551E+07, 4.062912E+07, 4.326044E+07, 4.604738E+07, 4.899825E+07, 5.212174E+07, 5.542695E+07, 5.892342E+07, 6.262112E+07, 6.653048E+07, 7.066241E+07, 7.502834E+07, 7.964020E+07, 8.451045E+07, 8.965214E+07, 9.507889E+07, 1.008049E+08, 1.068451E+08, 1.132149E+08, 1.199306E+08, 1.270089E+08, 1.344676E+08, 1.423251E+08, 1.506005E+08, 1.593137E+08, 1.684857E+08, 1.781381E+08, 1.882936E+08, 1.989757E+08, 2.102091E+08, 2.220191E+08, 2.344325E+08, 2.474770E+08, 2.611813E+08, 2.755755E+08, 2.906907E+08, 3.065595E+08, 3.232155E+08, 3.406938E+08, 3.590310E+08, 3.782647E+08, 3.984346E+08, 4.195814E+08, 4.417476E+08, 4.649774E+08, 4.893165E+08, 5.148126E+08, 5.415149E+08, 5.694747E+08, 5.987452E+08, 6.293814E+08, 6.614407E+08, 6.949822E+08, 7.300674E+08, 7.667602E+08, 8.051266E+08, 8.452350E+08, 8.871565E+08, 9.309645E+08, 9.767353E+08, 1.024548E+09, 1.074483E+09, 1.126626E+09, 1.181065E+09, 1.237890E+09, 1.297194E+09, 1.359076E+09, 1.423634E+09, 1.490973E+09, 1.561201E+09, 1.634429E+09, 1.710770E+09, 1.790345E+09, 1.873276E+09, 1.959690E+09, 2.049717E+09, 2.143494E+09, 2.241160E+09, 2.342859E+09, 2.448743E+09, ]) # ---------------------- M = 24, I = 2 --------------------------- M = 24 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.320610E+01, 1.020802E+03, 2.802064E+03, 5.132731E+03, 7.896193E+03, 1.103144E+04, 1.450032E+04, 1.827857E+04, 2.235364E+04, 2.672383E+04, 3.139746E+04, 3.639199E+04, 4.173298E+04, 4.745320E+04, 5.359179E+04, 6.019368E+04, 6.730905E+04, 7.499315E+04, 8.330609E+04, 9.231288E+04, 1.020835E+05, 1.126934E+05, 1.242231E+05, 1.367594E+05, 1.503953E+05, 1.652307E+05, 1.813726E+05, 1.989359E+05, 2.180442E+05, 2.388299E+05, 2.614355E+05, 2.860137E+05, 3.127287E+05, 3.417565E+05, 3.732862E+05, 4.075207E+05, 4.446774E+05, 4.849896E+05, 5.287073E+05, 5.760983E+05, 6.274494E+05, 6.830678E+05, 7.432819E+05, 8.084431E+05, 8.789272E+05, 9.551356E+05, 1.037497E+06, 1.126469E+06, 1.222541E+06, 1.326233E+06, 1.438102E+06, 1.558738E+06, 1.688774E+06, 1.828881E+06, 1.979774E+06, 2.142213E+06, 2.317007E+06, 2.505017E+06, 2.707155E+06, 2.924392E+06, 3.157758E+06, 3.408347E+06, 3.677317E+06, 3.965900E+06, 4.275399E+06, 4.607193E+06, 4.962748E+06, 5.343611E+06, 5.751421E+06, 6.187913E+06, 6.654922E+06, 7.154384E+06, 7.688351E+06, 8.258986E+06, 8.868575E+06, 9.519533E+06, 1.021440E+07, 1.095588E+07, 1.174678E+07, 1.259011E+07, 1.348901E+07, 1.444679E+07, 1.546695E+07, 1.655317E+07, 1.770932E+07, 1.893946E+07, 2.024790E+07, 2.163912E+07, 2.311786E+07, 2.468911E+07, 2.635809E+07, 2.813029E+07, 3.001148E+07, 3.200771E+07, 3.412534E+07, 3.637102E+07, 3.875175E+07, 4.127485E+07, 4.394801E+07, 4.677927E+07, 4.977706E+07, 5.295023E+07, 5.630800E+07, 5.986008E+07, 6.361659E+07, 6.758813E+07, 7.178578E+07, 7.622116E+07, 8.090637E+07, 8.585410E+07, 9.107759E+07, 9.659067E+07, 1.024078E+08, 1.085441E+08, 1.150152E+08, 1.218377E+08, 1.290287E+08, 1.366061E+08, 1.445886E+08, 1.529956E+08, 1.618476E+08, 1.711655E+08, 1.809715E+08, 1.912887E+08, 2.021408E+08, 2.135529E+08, 2.255509E+08, 2.381619E+08, 2.514140E+08, 2.653365E+08, 2.799598E+08, 2.953157E+08, 3.114371E+08, 3.283583E+08, 3.461149E+08, 3.647439E+08, 3.842840E+08, 4.047750E+08, 4.262585E+08, 4.487777E+08, 4.723774E+08, 4.971041E+08, 5.230062E+08, 5.501338E+08, 5.785389E+08, 6.082756E+08, 6.393998E+08, 6.719697E+08, 7.060455E+08, 7.416896E+08, 7.789669E+08, 8.179445E+08, 8.586919E+08, 9.012813E+08, 9.457873E+08, 9.922872E+08, 1.040861E+09, 1.091593E+09, 1.144567E+09, 1.199873E+09, 1.257603E+09, 1.317853E+09, 1.380720E+09, 1.446308E+09, 1.514720E+09, 1.586067E+09, 1.660462E+09, 1.738021E+09, 1.818864E+09, 1.903117E+09, 1.990908E+09, 2.082370E+09, 2.177642E+09, 2.276865E+09, 2.380187E+09, 2.487758E+09, ]) # ---------------------- M = 25, I = 1 --------------------------- M = 25 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.770090E+00, 9.937734E+01, 3.215728E+02, 6.242169E+02, 9.940464E+02, 1.428783E+03, 1.930438E+03, 2.502407E+03, 3.148468E+03, 3.872571E+03, 4.678893E+03, 5.571933E+03, 6.556583E+03, 7.638169E+03, 8.822458E+03, 1.011566E+04, 1.152440E+04, 1.305573E+04, 1.471706E+04, 1.651621E+04, 1.846133E+04, 2.056093E+04, 2.282389E+04, 2.525940E+04, 2.787700E+04, 3.068660E+04, 3.369842E+04, 3.692304E+04, 4.037142E+04, 4.405485E+04, 4.798501E+04, 5.217394E+04, 5.663409E+04, 6.137826E+04, 6.641968E+04, 7.177196E+04, 7.744912E+04, 8.346559E+04, 8.983619E+04, 9.657618E+04, 1.037012E+05, 1.112273E+05, 1.191709E+05, 1.275489E+05, 1.363785E+05, 1.456772E+05, 1.554631E+05, 1.657543E+05, 1.765695E+05, 1.879275E+05, 1.998476E+05, 2.123492E+05, 2.254519E+05, 2.391757E+05, 2.535406E+05, 2.685667E+05, 2.842744E+05, 3.006842E+05, 3.178165E+05, 3.356919E+05, 3.543309E+05, 3.737539E+05, 3.939815E+05, 4.150340E+05, 4.369316E+05, 4.596945E+05, 4.833425E+05, 5.078955E+05, 5.333729E+05, 5.597939E+05, 5.871776E+05, 6.155426E+05, 6.449072E+05, 6.752896E+05, 7.067073E+05, 7.391776E+05, 7.727174E+05, 8.073431E+05, 8.430708E+05, 8.799161E+05, 9.178940E+05, 9.570193E+05, 9.973060E+05, 1.038768E+06, 1.081418E+06, 1.125270E+06, 1.170335E+06, 1.216625E+06, 1.264150E+06, 1.312923E+06, 1.362953E+06, 1.414249E+06, 1.466821E+06, 1.520677E+06, 1.575826E+06, 1.632274E+06, 1.690030E+06, 1.749098E+06, 1.809486E+06, 1.871200E+06, 1.934243E+06, 1.998620E+06, 2.064337E+06, 2.131395E+06, 2.199799E+06, 2.269551E+06, 2.340654E+06, 2.413108E+06, 2.486916E+06, 2.562078E+06, 2.638594E+06, 2.716466E+06, 2.795692E+06, 2.876272E+06, 2.958205E+06, 3.041488E+06, 3.126122E+06, 3.212102E+06, 3.299428E+06, 3.388095E+06, 3.478101E+06, 3.569442E+06, 3.662114E+06, 3.756113E+06, 3.851435E+06, 3.948076E+06, 4.046029E+06, 4.145290E+06, 4.245854E+06, 4.347714E+06, 4.450865E+06, 4.555301E+06, 4.661014E+06, 4.767999E+06, 4.876249E+06, 4.985756E+06, 5.096513E+06, 5.208514E+06, 5.321749E+06, 5.436213E+06, 5.551896E+06, 5.668791E+06, 5.786890E+06, 5.906183E+06, 6.026663E+06, 6.148322E+06, 6.271150E+06, 6.395138E+06, 6.520279E+06, 6.646561E+06, 6.773978E+06, 6.902519E+06, 7.032175E+06, 7.162937E+06, 7.294795E+06, 7.427739E+06, 7.561761E+06, 7.696851E+06, 7.832999E+06, 7.970195E+06, 8.108429E+06, 8.247692E+06, 8.387974E+06, 8.529265E+06, 8.671555E+06, 8.814834E+06, 8.959093E+06, 9.104320E+06, 9.250507E+06, 9.397644E+06, 9.545720E+06, 9.694725E+06, 9.844650E+06, 9.995484E+06, 1.014722E+07, 1.029984E+07, 1.045334E+07, 1.060772E+07, 1.076295E+07, 1.091903E+07, 1.107595E+07, 1.123370E+07, 1.139227E+07, 1.155166E+07, 1.171184E+07, 1.187281E+07, 1.203457E+07, 1.219709E+07, 1.236038E+07, 1.252442E+07, 1.268921E+07, 1.285472E+07, 1.302096E+07, 1.318792E+07, 1.335558E+07, 1.352393E+07, 1.369297E+07, 1.386269E+07, 1.403307E+07, 1.420412E+07, 1.437581E+07, 1.454814E+07, 1.472111E+07, 1.489470E+07, 1.506890E+07, 1.524370E+07, 1.541910E+07, 1.559509E+07, 1.577166E+07, 1.594880E+07, 1.612649E+07, 1.630475E+07, 1.648354E+07, 1.666287E+07, 1.684273E+07, 1.702311E+07, 1.720400E+07, 1.738539E+07, 1.756728E+07, 1.774966E+07, 1.793251E+07, 1.811584E+07, 1.829962E+07, 1.848387E+07, 1.866856E+07, 1.885369E+07, 1.903926E+07, 1.922525E+07, 1.941166E+07, 1.959847E+07, 1.978569E+07, 1.997331E+07, 2.016131E+07, 2.034970E+07, 2.053846E+07, 2.072759E+07, 2.091708E+07, 2.110692E+07, 2.129710E+07, 2.148763E+07, 2.167849E+07, 2.186967E+07, 2.206118E+07, 2.225300E+07, 2.244512E+07, 2.263755E+07, 2.283027E+07, 2.302327E+07, 2.321656E+07, 2.341012E+07, 2.360396E+07, 2.379805E+07, 2.399240E+07, 2.418700E+07, 2.438185E+07, 2.457694E+07, 2.477226E+07, 2.496781E+07, 2.516358E+07, 2.535956E+07, 2.555576E+07, 2.575216E+07, 2.594876E+07, 2.614556E+07, 2.634255E+07, 2.653972E+07, 2.673707E+07, 2.693459E+07, 2.713228E+07, 2.733013E+07, 2.752815E+07, 2.772631E+07, 2.792462E+07, 2.812308E+07, 2.832168E+07, 2.852041E+07, 2.871927E+07, 2.891825E+07, 2.911736E+07, 2.931658E+07, 2.951591E+07, 2.971535E+07, 2.991488E+07, 3.011452E+07, 3.031425E+07, 3.051407E+07, 3.071398E+07, 3.091396E+07, 3.111402E+07, 3.131416E+07, 3.151436E+07, 3.171463E+07, 3.191495E+07, 3.211534E+07, 3.231577E+07, 3.251626E+07, 3.271679E+07, 3.291736E+07, 3.311797E+07, 3.331861E+07, 3.351929E+07, ]) # ---------------------- M = 26, I = 1 --------------------------- M = 26 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.304830E+00, 2.430655E+01, 4.793073E+01, 7.156039E+01, 9.519594E+01, 1.188684E+02, 1.426920E+02, 1.668995E+02, 1.918282E+02, 2.178787E+02, 2.454753E+02, 2.750411E+02, 3.069871E+02, 3.417113E+02, 3.796013E+02, 4.210401E+02, 4.664113E+02, 5.161047E+02, 5.705201E+02, 6.300721E+02, 6.951927E+02, 7.663344E+02, 8.439731E+02, 9.286097E+02, 1.020773E+03, 1.121022E+03, 1.229946E+03, 1.348169E+03, 1.476351E+03, 1.615189E+03, 1.765420E+03, 1.927822E+03, 2.103220E+03, 2.292482E+03, 2.496526E+03, 2.716320E+03, 2.952886E+03, 3.207303E+03, 3.480706E+03, 3.774293E+03, 4.089326E+03, 4.427131E+03, 4.789107E+03, 5.176724E+03, 5.591528E+03, 6.035144E+03, 6.509280E+03, 7.015728E+03, 7.556371E+03, 8.133184E+03, 8.748238E+03, 9.403705E+03, 1.010186E+04, 1.084508E+04, 1.163587E+04, 1.247683E+04, 1.337069E+04, 1.432031E+04, 1.532865E+04, 1.639884E+04, 1.753411E+04, 1.873786E+04, 2.001359E+04, 2.136500E+04, 2.279588E+04, 2.431024E+04, 2.591218E+04, 2.760600E+04, 2.939617E+04, 3.128728E+04, 3.328414E+04, 3.539170E+04, 3.761510E+04, 3.995963E+04, 4.243078E+04, 4.503422E+04, 4.777578E+04, 5.066149E+04, 5.369755E+04, 5.689035E+04, 6.024647E+04, 6.377264E+04, 6.747581E+04, 7.136309E+04, 7.544178E+04, 7.971935E+04, 8.420347E+04, 8.890196E+04, 9.382283E+04, 9.897425E+04, 1.043646E+05, 1.100024E+05, 1.158962E+05, 1.220551E+05, 1.284878E+05, 1.352037E+05, 1.422121E+05, 1.495223E+05, 1.571439E+05, 1.650868E+05, 1.733608E+05, 1.819759E+05, 1.909421E+05, 2.002699E+05, 2.099695E+05, 2.200513E+05, 2.305261E+05, 2.414044E+05, 2.526970E+05, 2.644148E+05, 2.765688E+05, 2.891699E+05, 3.022293E+05, 3.157581E+05, 3.297675E+05, 3.442689E+05, 3.592735E+05, 3.747927E+05, 3.908380E+05, 4.074208E+05, 4.245525E+05, 4.422448E+05, 4.605090E+05, 4.793568E+05, 4.987996E+05, 5.188490E+05, 5.395165E+05, 5.608137E+05, 5.827520E+05, 6.053430E+05, 6.285981E+05, 6.525288E+05, 6.771464E+05, 7.024624E+05, 7.284880E+05, 7.552345E+05, 7.827132E+05, 8.109352E+05, 8.399115E+05, 8.696534E+05, 9.001717E+05, 9.314773E+05, 9.635811E+05, 9.964938E+05, 1.030226E+06, 1.064788E+06, 1.100191E+06, 1.136445E+06, 1.173561E+06, 1.211548E+06, 1.250416E+06, 1.290176E+06, 1.330837E+06, 1.372410E+06, 1.414904E+06, 1.458328E+06, 1.502692E+06, 1.548005E+06, 1.594276E+06, 1.641515E+06, 1.689730E+06, 1.738930E+06, 1.789124E+06, 1.840321E+06, 1.892528E+06, 1.945754E+06, 2.000007E+06, 2.055296E+06, 2.111627E+06, 2.169010E+06, 2.227450E+06, 2.286957E+06, 2.347537E+06, 2.409197E+06, 2.471944E+06, 2.535786E+06, 2.600728E+06, 2.666778E+06, 2.733942E+06, 2.802227E+06, 2.871638E+06, 2.942181E+06, 3.013863E+06, 3.086689E+06, 3.160664E+06, 3.235795E+06, 3.312086E+06, 3.389542E+06, 3.468170E+06, 3.547972E+06, 3.628955E+06, 3.711122E+06, 3.794479E+06, 3.879029E+06, 3.964776E+06, 4.051725E+06, 4.139880E+06, 4.229243E+06, 4.319820E+06, 4.411612E+06, 4.504625E+06, 4.598859E+06, 4.694320E+06, 4.791009E+06, 4.888930E+06, 4.988084E+06, 5.088475E+06, 5.190105E+06, 5.292976E+06, 5.397090E+06, 5.502450E+06, 5.609057E+06, 5.716912E+06, 5.826018E+06, 5.936376E+06, 6.047987E+06, 6.160852E+06, 6.274973E+06, 6.390351E+06, 6.506986E+06, 6.624880E+06, 6.744032E+06, 6.864444E+06, 6.986115E+06, 7.109047E+06, 7.233239E+06, 7.358692E+06, 7.485405E+06, 7.613378E+06, 7.742611E+06, 7.873104E+06, 8.004857E+06, 8.137868E+06, 8.272137E+06, 8.407663E+06, 8.544446E+06, 8.682485E+06, 8.821778E+06, 8.962325E+06, 9.104124E+06, 9.247174E+06, 9.391473E+06, 9.537021E+06, 9.683815E+06, 9.831853E+06, 9.981135E+06, 1.013166E+07, 1.028342E+07, 1.043642E+07, 1.059066E+07, 1.074612E+07, ]) # ---------------------- M = 26, I = 2 --------------------------- M = 26 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 8.814510E+00, 9.724635E+01, 1.917632E+02, 2.864734E+02, 3.811700E+02, 4.760528E+02, 5.715776E+02, 6.686900E+02, 7.687384E+02, 8.733388E+02, 9.841987E+02, 1.103046E+03, 1.231520E+03, 1.371261E+03, 1.523833E+03, 1.690802E+03, 1.873730E+03, 2.074207E+03, 2.293885E+03, 2.534441E+03, 2.797671E+03, 3.085414E+03, 3.399618E+03, 3.742372E+03, 4.115810E+03, 4.522255E+03, 4.964139E+03, 5.444011E+03, 5.964565E+03, 6.528734E+03, 7.139491E+03, 7.800087E+03, 8.513884E+03, 9.284496E+03, 1.011567E+04, 1.101143E+04, 1.197594E+04, 1.301371E+04, 1.412933E+04, 1.532784E+04, 1.661437E+04, 1.799441E+04, 1.947370E+04, 2.105830E+04, 2.275461E+04, 2.456929E+04, 2.650943E+04, 2.858230E+04, 3.079576E+04, 3.315789E+04, 3.567723E+04, 3.836273E+04, 4.122372E+04, 4.427006E+04, 4.751198E+04, 5.096026E+04, 5.462619E+04, 5.852141E+04, 6.265841E+04, 6.704991E+04, 7.170941E+04, 7.665096E+04, 8.188914E+04, 8.743929E+04, 9.331736E+04, 9.953997E+04, 1.061245E+05, 1.130890E+05, 1.204523E+05, 1.282340E+05, 1.364547E+05, 1.451355E+05, 1.542986E+05, 1.639671E+05, 1.741648E+05, 1.849166E+05, 1.962486E+05, 2.081876E+05, 2.207615E+05, 2.339994E+05, 2.479314E+05, 2.625888E+05, 2.780041E+05, 2.942110E+05, 3.112445E+05, 3.291406E+05, 3.479371E+05, 3.676729E+05, 3.883884E+05, 4.101252E+05, 4.329270E+05, 4.568381E+05, 4.819053E+05, 5.081766E+05, 5.357017E+05, 5.645321E+05, 5.947207E+05, 6.263228E+05, 6.593952E+05, 6.939969E+05, 7.301883E+05, 7.680325E+05, 8.075944E+05, 8.489406E+05, 8.921407E+05, 9.372660E+05, 9.843902E+05, 1.033589E+06, 1.084942E+06, 1.138530E+06, 1.194435E+06, 1.252745E+06, 1.313548E+06, 1.376935E+06, 1.443002E+06, 1.511846E+06, 1.583566E+06, 1.658265E+06, 1.736052E+06, 1.817034E+06, 1.901325E+06, 1.989042E+06, 2.080302E+06, 2.175231E+06, 2.273953E+06, 2.376600E+06, 2.483305E+06, 2.594207E+06, 2.709447E+06, 2.829171E+06, 2.953528E+06, 3.082674E+06, 3.216765E+06, 3.355965E+06, 3.500442E+06, 3.650366E+06, 3.805915E+06, 3.967268E+06, 4.134614E+06, 4.308144E+06, 4.488050E+06, 4.674537E+06, 4.867812E+06, 5.068086E+06, 5.275577E+06, 5.490508E+06, 5.713108E+06, 5.943613E+06, 6.182262E+06, 6.429305E+06, 6.684995E+06, 6.949588E+06, 7.223356E+06, 7.506568E+06, 7.799506E+06, 8.102456E+06, 8.415711E+06, 8.739574E+06, 9.074353E+06, 9.420361E+06, 9.777928E+06, 1.014738E+07, 1.052905E+07, 1.092330E+07, 1.133048E+07, 1.175095E+07, 1.218509E+07, 1.263327E+07, 1.309589E+07, 1.357335E+07, 1.406605E+07, 1.457441E+07, 1.509887E+07, 1.563985E+07, 1.619781E+07, 1.677320E+07, ]) # ---------------------- M = 26, I = 3 --------------------------- M = 26 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.044140E+00, 8.016384E+01, 1.642897E+02, 2.484331E+02, 3.326393E+02, 4.172555E+02, 5.031646E+02, 5.918139E+02, 6.849749E+02, 7.845357E+02, 8.923827E+02, 1.010349E+03, 1.140206E+03, 1.283685E+03, 1.442530E+03, 1.618488E+03, 1.813370E+03, 2.029067E+03, 2.267536E+03, 2.550029E+03, 2.842636E+03, 3.164913E+03, 3.519348E+03, 3.908620E+03, 4.335576E+03, 4.803251E+03, 5.314814E+03, 5.873741E+03, 6.483650E+03, 7.148457E+03, 7.872235E+03, 8.659382E+03, 9.514548E+03, 1.044272E+04, 1.144906E+04, 1.253918E+04, 1.371897E+04, 1.499462E+04, 1.637280E+04, 1.786041E+04, 1.946491E+04, 2.119405E+04, 2.305609E+04, 2.505975E+04, 2.721420E+04, 2.952910E+04, 3.201468E+04, 3.468164E+04, 3.754137E+04, 4.060572E+04, 4.388721E+04, 4.739912E+04, 5.115514E+04, 5.516994E+04, 5.945871E+04, 6.403752E+04, 6.892318E+04, 7.413333E+04, 7.968642E+04, 8.560184E+04, 9.189984E+04, 9.860168E+04, 1.057296E+05, 1.133067E+05, 1.213575E+05, 1.299074E+05, 1.389828E+05, 1.486115E+05, 1.588224E+05, 1.696459E+05, 1.811134E+05, 1.932580E+05, 2.061137E+05, 2.197165E+05, 2.341036E+05, 2.493138E+05, 2.653877E+05, 2.823672E+05, 3.002963E+05, 3.192205E+05, 3.391872E+05, 3.602457E+05, 3.824474E+05, 4.058456E+05, 4.304954E+05, 4.564546E+05, 4.837827E+05, 5.125418E+05, 5.427962E+05, 5.746128E+05, 6.080607E+05, 6.432115E+05, 6.801401E+05, 7.189233E+05, 7.596412E+05, 8.023769E+05, 8.472160E+05, 8.942474E+05, 9.435629E+05, 9.952583E+05, 1.049431E+06, 1.106185E+06, 1.165624E+06, 1.227858E+06, 1.292999E+06, 1.361164E+06, 1.432473E+06, 1.507052E+06, 1.585028E+06, 1.666535E+06, 1.751710E+06, 1.840694E+06, 1.933633E+06, 2.030680E+06, 2.131987E+06, 2.237718E+06, 2.348038E+06, 2.463117E+06, 2.583132E+06, 2.708264E+06, 2.838701E+06, 2.974635E+06, 3.116266E+06, 3.263798E+06, 3.417442E+06, 3.577415E+06, 3.743943E+06, 3.917253E+06, 4.097585E+06, 4.285180E+06, 4.480292E+06, 4.683179E+06, 4.894105E+06, 5.113345E+06, 5.341180E+06, 5.577898E+06, 5.823797E+06, 6.079183E+06, 6.344370E+06, 6.619679E+06, 6.905443E+06, 7.202001E+06, 7.509705E+06, 7.828915E+06, 8.159999E+06, 8.503333E+06, 8.859312E+06, 9.228330E+06, 9.610799E+06, 1.000714E+07, 1.041778E+07, 1.084317E+07, 1.128377E+07, 1.174002E+07, 1.221242E+07, 1.270146E+07, 1.320763E+07, 1.373146E+07, 1.427346E+07, 1.483419E+07, 1.541419E+07, 1.601404E+07, 1.663432E+07, 1.727563E+07, 1.793856E+07, 1.862376E+07, 1.933187E+07, 2.006354E+07, 2.081943E+07, 2.160025E+07, 2.240670E+07, 2.323950E+07, 2.409938E+07, 2.498711E+07, 2.590344E+07, 2.684920E+07, ]) # ---------------------- M = 27, I = 1 --------------------------- M = 27 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.500304E+01, 9.183261E+02, 2.577299E+03, 4.726665E+03, 7.295077E+03, 1.027634E+04, 1.369384E+04, 1.758296E+04, 2.198535E+04, 2.695083E+04, 3.253906E+04, 3.882423E+04, 4.589599E+04, 5.386197E+04, 6.285216E+04, 7.301797E+04, 8.453841E+04, 9.762032E+04, 1.125046E+05, 1.294682E+05, 1.488302E+05, 1.709580E+05, 1.962724E+05, 2.252593E+05, 2.584720E+05, 2.965481E+05, 3.402164E+05, 3.903158E+05, 4.478043E+05, 5.137787E+05, 5.894956E+05, 6.763969E+05, 7.761243E+05, 8.905622E+05, 1.021863E+06, 1.172482E+06, 1.345229E+06, 1.543303E+06, 1.770360E+06, 2.030568E+06, 2.328675E+06, 2.670086E+06, 3.060957E+06, 3.508289E+06, 4.020046E+06, 4.605271E+06, 5.274240E+06, 6.038612E+06, 6.911616E+06, 7.908245E+06, 9.045487E+06, 1.034258E+07, 1.182128E+07, 1.350621E+07, 1.542519E+07, 1.760965E+07, 2.009505E+07, 2.292142E+07, 2.613387E+07, 2.978325E+07, 3.392680E+07, 3.862896E+07, 4.396218E+07, 5.000792E+07, 5.685769E+07, 6.461421E+07, 7.339274E+07, 8.332252E+07, 9.454840E+07, 1.072326E+08, 1.215567E+08, 1.377238E+08, 1.559610E+08, 1.765221E+08, 1.996904E+08, 2.257822E+08, 2.551502E+08, 2.881877E+08, 3.253328E+08, 3.670735E+08, 4.139525E+08, 4.665738E+08, 5.256087E+08, 5.918032E+08, 6.659852E+08, 7.490741E+08, 8.420894E+08, 9.461613E+08, 1.062542E+09, 1.192619E+09, 1.337927E+09, 1.500164E+09, 1.681208E+09, 1.883134E+09, 2.108234E+09, 2.359039E+09, 2.638341E+09, 2.949219E+09, 3.295067E+09, 3.679627E+09, 4.107016E+09, 4.581768E+09, 5.108871E+09, 5.693809E+09, 6.342612E+09, 7.061902E+09, 7.858951E+09, 8.741742E+09, 9.719033E+09, 1.080043E+10, 1.199645E+10, 1.331863E+10, 1.477960E+10, 1.639318E+10, 1.817449E+10, 2.014008E+10, 2.230804E+10, 2.469810E+10, 2.733187E+10, 3.023290E+10, 3.342690E+10, 3.694193E+10, 4.080858E+10, 4.506017E+10, 4.973304E+10, 5.486675E+10, 6.050436E+10, 6.669275E+10, 7.348290E+10, 8.093024E+10, 8.909503E+10, 9.804276E+10, 1.078445E+11, 1.185775E+11, 1.303256E+11, 1.431796E+11, 1.572382E+11, 1.726082E+11, 1.894054E+11, 2.077554E+11, 2.277941E+11, 2.496685E+11, 2.735379E+11, 2.995744E+11, 3.279644E+11, 3.589092E+11, 3.926263E+11, 4.293508E+11, 4.693366E+11, 5.128578E+11, 5.602101E+11, 6.117127E+11, 6.677096E+11, 7.285721E+11, 7.947001E+11, 8.665246E+11, 9.445098E+11, 1.029156E+12, 1.121000E+12, 1.220623E+12, 1.328646E+12, 1.445740E+12, 1.572626E+12, 1.710077E+12, 1.858927E+12, 2.020068E+12, 2.194462E+12, 2.383137E+12, 2.587201E+12, 2.807841E+12, 3.046329E+12, 3.304031E+12, 3.582410E+12, 3.883036E+12, 4.207589E+12, 4.557870E+12, ]) # ---------------------- M = 27, I = 2 --------------------------- M = 27 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 7.614480E+00, 4.686721E+02, 1.315543E+03, 2.412801E+03, 3.724027E+03, 5.246064E+03, 6.990860E+03, 8.976483E+03, 1.122421E+04, 1.375949E+04, 1.661280E+04, 1.982202E+04, 2.343294E+04, 2.750053E+04, 3.209119E+04, 3.728225E+04, 4.316512E+04, 4.984547E+04, 5.744633E+04, 6.610916E+04, 7.599690E+04, 8.729731E+04, 1.002252E+05, 1.150289E+05, 1.319909E+05, 1.514370E+05, 1.737394E+05, 1.993267E+05, 2.286883E+05, 2.623844E+05, 3.010571E+05, 3.454428E+05, 3.963803E+05, 4.548324E+05, 5.218983E+05, 5.988332E+05, 6.870716E+05, 7.882488E+05, 9.042323E+05, 1.037152E+06, 1.189433E+06, 1.363837E+06, 1.563510E+06, 1.792029E+06, 2.053463E+06, 2.352434E+06, 2.694190E+06, 3.084692E+06, 3.530698E+06, 4.039869E+06, 4.620887E+06, 5.283581E+06, 6.039074E+06, 6.899946E+06, 7.880414E+06, 8.996537E+06, 1.026644E+07, 1.171059E+07, 1.335203E+07, 1.521675E+07, 1.733400E+07, 1.973673E+07, 2.246196E+07, 2.555133E+07, 2.905161E+07, 3.301531E+07, 3.750133E+07, 4.257574E+07, 4.831258E+07, 5.479478E+07, 6.211514E+07, 7.037750E+07, 7.969796E+07, 9.020622E+07, 1.020472E+08, 1.153824E+08, 1.303924E+08, 1.472781E+08, 1.662635E+08, 1.875980E+08, 2.115592E+08, 2.384560E+08, 2.686314E+08, 3.024668E+08, 3.403857E+08, 3.828581E+08, 4.304053E+08, 4.836051E+08, 5.430980E+08, 6.095931E+08, 6.838754E+08, 7.668134E+08, 8.593671E+08, 9.625978E+08, 1.077678E+09, 1.205900E+09, 1.348694E+09, 1.507634E+09, 1.684456E+09, 1.881072E+09, 2.099589E+09, 2.342326E+09, 2.611834E+09, 2.910918E+09, 3.242661E+09, 3.610451E+09, 4.018007E+09, 4.469413E+09, 4.969148E+09, 5.522123E+09, 6.133724E+09, 6.809848E+09, 7.556956E+09, 8.382119E+09, 9.293073E+09, 1.029828E+10, 1.140699E+10, 1.262932E+10, 1.397629E+10, 1.545998E+10, 1.709352E+10, 1.889128E+10, 2.086891E+10, 2.304345E+10, 2.543350E+10, 2.805929E+10, 3.094287E+10, 3.410821E+10, 3.758140E+10, 4.139081E+10, 4.556728E+10, 5.014429E+10, 5.515826E+10, 6.064867E+10, 6.665842E+10, 7.323403E+10, 8.042594E+10, 8.828887E+10, 9.688209E+10, 1.062698E+11, 1.165216E+11, 1.277127E+11, 1.399247E+11, 1.532456E+11, 1.677709E+11, 1.836035E+11, 2.008548E+11, 2.196451E+11, 2.401044E+11, 2.623730E+11, 2.866023E+11, 3.129555E+11, 3.416090E+11, 3.727526E+11, 4.065911E+11, 4.433452E+11, 4.832525E+11, 5.265688E+11, 5.735698E+11, 6.245518E+11, 6.798340E+11, 7.397592E+11, 8.046964E+11, 8.750421E+11, 9.512223E+11, 1.033695E+12, 1.122951E+12, 1.219518E+12, 1.323963E+12, 1.436894E+12, 1.558962E+12, 1.690867E+12, 1.833358E+12, 1.987238E+12, 2.153368E+12, 2.332671E+12, ]) # ---------------------- M = 28, I = 1 --------------------------- M = 28 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[4] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 8.000210E+00, 6.080058E+01, 1.634756E+02, 2.965282E+02, 4.537635E+02, 6.319162E+02, 8.288067E+02, 1.042867E+03, 1.272974E+03, 1.518410E+03, 1.778850E+03, 2.054349E+03, 2.345319E+03, 2.652478E+03, 2.976809E+03, 3.319511E+03, 3.681956E+03, 4.065668E+03, 4.472291E+03, 4.903585E+03, 5.361415E+03, 5.847747E+03, 6.364650E+03, 6.914302E+03, 7.498988E+03, 8.121115E+03, 8.783208E+03, 9.487927E+03, 1.023807E+04, 1.103656E+04, 1.188652E+04, 1.279117E+04, 1.375395E+04, 1.477846E+04, 1.586846E+04, 1.702794E+04, 1.826107E+04, 1.957224E+04, 2.096604E+04, 2.244732E+04, 2.402115E+04, 2.569284E+04, 2.746798E+04, 2.935242E+04, 3.135229E+04, 3.347401E+04, 3.572430E+04, 3.811021E+04, 4.063911E+04, 4.331870E+04, 4.615704E+04, 4.916257E+04, 5.234409E+04, 5.571079E+04, 5.927230E+04, 6.303863E+04, 6.702025E+04, 7.122808E+04, 7.567351E+04, 8.036840E+04, 8.532511E+04, 9.055653E+04, 9.607607E+04, 1.018977E+05, 1.080359E+05, 1.145057E+05, 1.213230E+05, 1.285039E+05, 1.360654E+05, 1.440252E+05, 1.524013E+05, 1.612128E+05, 1.704793E+05, 1.802210E+05, 1.904590E+05, 2.012151E+05, 2.125118E+05, 2.243723E+05, 2.368209E+05, 2.498822E+05, 2.635820E+05, 2.779468E+05, 2.930039E+05, 3.087813E+05, 3.253080E+05, 3.426140E+05, 3.607297E+05, 3.796869E+05, 3.995178E+05, 4.202557E+05, 4.419347E+05, 4.645899E+05, 4.882572E+05, 5.129732E+05, 5.387755E+05, 5.657027E+05, 5.937941E+05, 6.230898E+05, 6.536308E+05, 6.854591E+05, 7.186173E+05, 7.531488E+05, 7.890981E+05, 8.265101E+05, 8.654309E+05, 9.059069E+05, 9.479856E+05, 9.917151E+05, 1.037144E+06, 1.084322E+06, 1.133300E+06, 1.184128E+06, 1.236857E+06, 1.291540E+06, 1.348229E+06, 1.406978E+06, 1.467840E+06, 1.530870E+06, 1.596122E+06, 1.663652E+06, 1.733515E+06, 1.805768E+06, 1.880466E+06, 1.957667E+06, 2.037427E+06, 2.119805E+06, 2.204858E+06, 2.292643E+06, 2.383220E+06, 2.476646E+06, 2.572979E+06, 2.672280E+06, 2.774606E+06, 2.880016E+06, 2.988569E+06, 3.100324E+06, 3.215340E+06, 3.333676E+06, 3.455390E+06, 3.580542E+06, 3.709190E+06, 3.841392E+06, 3.977207E+06, 4.116693E+06, 4.259908E+06, 4.406909E+06, 4.557755E+06, 4.712501E+06, 4.871206E+06, 5.033924E+06, 5.200714E+06, 5.371630E+06, 5.546727E+06, 5.726062E+06, 5.909687E+06, 6.097659E+06, 6.290029E+06, 6.486851E+06, 6.688177E+06, 6.894061E+06, 7.104553E+06, 7.319705E+06, 7.539566E+06, 7.764186E+06, 7.993616E+06, 8.227903E+06, 8.467096E+06, 8.711241E+06, 8.960386E+06, 9.214576E+06, 9.473858E+06, 9.738275E+06, 1.000787E+07, 1.028269E+07, 1.056277E+07, 1.084817E+07, 1.113891E+07, 1.143504E+07, 1.173659E+07, 1.204362E+07, 1.235615E+07, 1.267422E+07, 1.299787E+07, 1.332714E+07, 1.366206E+07, 1.400266E+07, 1.434898E+07, 1.470106E+07, 1.505891E+07, 1.542258E+07, 1.579209E+07, 1.616748E+07, 1.654877E+07, 1.693599E+07, 1.732917E+07, 1.772834E+07, 1.813351E+07, 1.854472E+07, 1.896199E+07, 1.938534E+07, 1.981480E+07, 2.025039E+07, 2.069212E+07, 2.114002E+07, 2.159411E+07, 2.205441E+07, 2.252093E+07, 2.299369E+07, 2.347271E+07, 2.395800E+07, 2.444958E+07, 2.494747E+07, 2.545167E+07, 2.596220E+07, 2.647907E+07, 2.700230E+07, 2.753188E+07, 2.806784E+07, 2.861019E+07, 2.915892E+07, 2.971405E+07, 3.027559E+07, 3.084354E+07, 3.141790E+07, 3.199869E+07, 3.258591E+07, ]) # ---------------------- M = 29, I = 1 --------------------------- M = 29 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.300330E+01, 1.060780E+03, 2.994480E+03, 5.499119E+03, 8.466905E+03, 1.183885E+04, 1.558590E+04, 1.970577E+04, 2.422011E+04, 2.917030E+04, 3.461299E+04, 4.061669E+04, 4.725957E+04, 5.462826E+04, 6.281747E+04, 7.193003E+04, 8.207734E+04, 9.337996E+04, 1.059684E+05, 1.199837E+05, 1.355789E+05, 1.529192E+05, 1.721835E+05, 1.935653E+05, 2.172735E+05, 2.435340E+05, 2.725902E+05, 3.047047E+05, 3.401604E+05, 3.792616E+05, 4.223355E+05, 4.697336E+05, 5.218332E+05, 5.790385E+05, 6.417827E+05, 7.105294E+05, 7.857744E+05, 8.680471E+05, 9.579127E+05, 1.055974E+06, 1.162873E+06, 1.279295E+06, 1.405966E+06, 1.543660E+06, 1.693200E+06, 1.855457E+06, 2.031357E+06, 2.221881E+06, 2.428067E+06, 2.651016E+06, 2.891891E+06, 3.151923E+06, 3.432411E+06, 3.734728E+06, 4.060320E+06, 4.410715E+06, 4.787525E+06, 5.192441E+06, 5.627252E+06, 6.093834E+06, 6.594162E+06, 7.130313E+06, 7.704467E+06, 8.318917E+06, 8.976065E+06, 9.678431E+06, 1.042866E+07, 1.122953E+07, 1.208393E+07, 1.299491E+07, 1.396564E+07, 1.499946E+07, 1.609985E+07, 1.727043E+07, 1.851502E+07, 1.983759E+07, 2.124227E+07, 2.273339E+07, 2.431547E+07, 2.599322E+07, 2.777152E+07, 2.965551E+07, 3.165049E+07, 3.376202E+07, 3.599588E+07, 3.835806E+07, 4.085482E+07, 4.349265E+07, 4.627831E+07, 4.921882E+07, 5.232149E+07, 5.559387E+07, 5.904385E+07, 6.267958E+07, 6.650956E+07, 7.054254E+07, 7.478767E+07, 7.925441E+07, 8.395253E+07, 8.889220E+07, 9.408394E+07, 9.953866E+07, 1.052676E+08, 1.112825E+08, 1.175954E+08, 1.242189E+08, 1.311658E+08, 1.384496E+08, 1.460840E+08, 1.540834E+08, 1.624626E+08, 1.712367E+08, 1.804217E+08, 1.900338E+08, 2.000898E+08, 2.106070E+08, 2.216035E+08, 2.330976E+08, 2.451085E+08, 2.576558E+08, 2.707598E+08, 2.844415E+08, 2.987224E+08, 3.136247E+08, 3.291713E+08, 3.453860E+08, 3.622928E+08, 3.799169E+08, 3.982840E+08, 4.174208E+08, 4.373543E+08, 4.581129E+08, 4.797253E+08, 5.022216E+08, 5.256319E+08, 5.499880E+08, 5.753222E+08, 6.016678E+08, 6.290589E+08, 6.575307E+08, 6.871194E+08, 7.178619E+08, 7.497965E+08, 7.829623E+08, 8.173995E+08, 8.531493E+08, 8.902543E+08, 9.287578E+08, 9.687047E+08, 1.010141E+09, 1.053113E+09, 1.097669E+09, 1.143859E+09, 1.191734E+09, 1.241345E+09, 1.292747E+09, 1.345992E+09, 1.401139E+09, 1.458245E+09, 1.517367E+09, 1.578567E+09, 1.641907E+09, 1.707449E+09, 1.775259E+09, 1.845404E+09, 1.917950E+09, 1.992969E+09, 2.070532E+09, 2.150711E+09, 2.233580E+09, 2.319218E+09, 2.407703E+09, 2.499113E+09, 2.593533E+09, 2.691044E+09, 2.791734E+09, ]) # ---------------------- M = 29, I = 2 --------------------------- M = 29 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.600659E+01, 2.121560E+03, 5.988960E+03, 1.099824E+04, 1.693381E+04, 2.367770E+04, 3.117187E+04, 3.941173E+04, 4.844066E+04, 5.834143E+04, 6.922734E+04, 8.123543E+04, 9.452204E+04, 1.092604E+05, 1.256400E+05, 1.438665E+05, 1.641626E+05, 1.867695E+05, 2.119482E+05, 2.399810E+05, 2.711735E+05, 3.058566E+05, 3.443879E+05, 3.871544E+05, 4.345740E+05, 4.870983E+05, 5.452144E+05, 6.094476E+05, 6.803632E+05, 7.585704E+05, 8.447233E+05, 9.395250E+05, 1.043730E+06, 1.158147E+06, 1.283642E+06, 1.421143E+06, 1.571641E+06, 1.736195E+06, 1.915934E+06, 2.112067E+06, 2.325876E+06, 2.558730E+06, 2.812083E+06, 3.087485E+06, 3.386577E+06, 3.711105E+06, 4.062920E+06, 4.443983E+06, 4.856372E+06, 5.302289E+06, 5.784058E+06, 6.304143E+06, 6.865140E+06, 7.469795E+06, 8.121003E+06, 8.821819E+06, 9.575464E+06, 1.038532E+07, 1.125497E+07, 1.218817E+07, 1.318886E+07, 1.426120E+07, 1.540954E+07, 1.663848E+07, 1.795281E+07, 1.935759E+07, 2.085809E+07, 2.245987E+07, 2.416872E+07, 2.599072E+07, 2.793224E+07, 2.999994E+07, 3.220077E+07, 3.454200E+07, 3.703124E+07, 3.967644E+07, 4.248586E+07, 4.546818E+07, 4.863242E+07, 5.198798E+07, 5.554466E+07, 5.931272E+07, 6.330278E+07, 6.752592E+07, 7.199374E+07, 7.671818E+07, 8.171180E+07, 8.698757E+07, 9.255900E+07, 9.844013E+07, 1.046456E+08, 1.111905E+08, 1.180905E+08, 1.253621E+08, 1.330222E+08, 1.410883E+08, 1.495787E+08, 1.585123E+08, 1.679087E+08, 1.777882E+08, 1.881719E+08, 1.990815E+08, 2.105395E+08, 2.225695E+08, 2.351955E+08, 2.484426E+08, 2.623366E+08, 2.769043E+08, 2.921733E+08, 3.081724E+08, 3.249309E+08, 3.424795E+08, 3.608497E+08, 3.800740E+08, 4.001862E+08, 4.212210E+08, 4.432141E+08, 4.662025E+08, 4.902245E+08, 5.153195E+08, 5.415277E+08, 5.688914E+08, 5.974535E+08, 6.272584E+08, 6.583520E+08, 6.907814E+08, 7.245953E+08, 7.598439E+08, 7.965784E+08, 8.348521E+08, 8.747197E+08, 9.162371E+08, 9.594623E+08, 1.004455E+09, 1.051276E+09, 1.099989E+09, 1.150657E+09, 1.203349E+09, 1.258132E+09, 1.315075E+09, 1.374253E+09, 1.435738E+09, 1.499608E+09, 1.565940E+09, 1.634815E+09, 1.706315E+09, 1.780525E+09, 1.857533E+09, 1.937427E+09, 2.020299E+09, 2.106243E+09, 2.195356E+09, 2.287737E+09, 2.383486E+09, 2.482710E+09, 2.585513E+09, 2.692005E+09, 2.802299E+09, 2.916510E+09, 3.034755E+09, 3.157156E+09, 3.283835E+09, 3.414921E+09, 3.550541E+09, 3.690830E+09, 3.835924E+09, 3.985962E+09, 4.141087E+09, 4.301445E+09, 4.467185E+09, 4.638461E+09, 4.815431E+09, 4.998252E+09, 5.187090E+09, 5.382113E+09, 5.583493E+09, ]) # ---------------------- M = 30, I = 1 --------------------------- M = 30 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.021972E+02, 8.926883E+03, 2.522955E+04, 4.637336E+04, 7.178418E+04, 1.020099E+05, 1.386432E+05, 1.842557E+05, 2.424692E+05, 3.181910E+05, 4.180157E+05, 5.508060E+05, 7.284907E+05, 9.671311E+05, 1.288340E+06, 1.721151E+06, 2.304480E+06, 3.090346E+06, 4.148075E+06, 5.569754E+06, 7.477295E+06, 1.003153E+07, 1.344388E+07, 1.799125E+07, 2.403505E+07, 3.204519E+07, 4.263047E+07, 5.657681E+07, 7.489511E+07, 9.888099E+07, 1.301893E+08, 1.709260E+08, 2.237627E+08, 2.920765E+08, 3.801222E+08, 4.932437E+08, 6.381305E+08, 8.231307E+08, 1.058630E+09, 1.357512E+09, 1.735707E+09, 2.212863E+09, 2.813136E+09, 3.566151E+09, 4.508136E+09, 5.683276E+09, 7.145326E+09, 8.959512E+09, 1.120479E+10, 1.397648E+10, 1.738943E+10, 2.158165E+10, 2.671863E+10, 3.299836E+10, 4.065719E+10, 4.997670E+10, 6.129157E+10, 7.499890E+10, 9.156880E+10, 1.115568E+11, 1.356180E+11, 1.645237E+11, 1.991801E+11, 2.406500E+11, 2.901778E+11, 3.492179E+11, 4.194675E+11, 5.029034E+11, 6.018245E+11, 7.189005E+11, 8.572261E+11, 1.020383E+12, 1.212513E+12, 1.438393E+12, 1.703531E+12, 2.014262E+12, 2.377871E+12, 2.802713E+12, 3.298368E+12, 3.875798E+12, 4.547536E+12, 5.327887E+12, 6.233164E+12, 7.281945E+12, 8.495361E+12, 9.897418E+12, 1.151536E+13, 1.338007E+13, 1.552651E+13, 1.799421E+13, 2.082787E+13, 2.407789E+13, 2.780112E+13, 3.206156E+13, 3.693125E+13, 4.249113E+13, 4.883210E+13, 5.605613E+13, 6.427748E+13, 7.362411E+13, 8.423914E+13, 9.628255E+13, 1.099330E+14, 1.253896E+14, 1.428748E+14, 1.626357E+14, 1.849479E+14, 2.101173E+14, 2.384842E+14, 2.704260E+14, 3.063617E+14, 3.467555E+14, 3.921214E+14, 4.430285E+14, 5.001060E+14, 5.640492E+14, 6.356260E+14, 7.156838E+14, 8.051568E+14, 9.050747E+14, 1.016571E+15, 1.140894E+15, 1.279415E+15, 1.433643E+15, 1.605233E+15, 1.796004E+15, 2.007949E+15, 2.243255E+15, 2.504315E+15, 2.793752E+15, 3.114435E+15, 3.469502E+15, 3.862381E+15, 4.296819E+15, 4.776905E+15, 5.307101E+15, 5.892273E+15, 6.537723E+15, 7.249229E+15, 8.033080E+15, 8.896120E+15, 9.845792E+15, 1.089019E+16, 1.203810E+16, 1.329907E+16, 1.468347E+16, 1.620253E+16, 1.786845E+16, 1.969444E+16, 2.169481E+16, 2.388505E+16, 2.628195E+16, 2.890364E+16, 3.176975E+16, 3.490150E+16, 3.832178E+16, 4.205536E+16, 4.612893E+16, 5.057131E+16, 5.541360E+16, 6.068930E+16, 6.643451E+16, 7.268815E+16, 7.949209E+16, 8.689142E+16, 9.493463E+16, 1.036739E+17, 1.131653E+17, 1.234691E+17, 1.346500E+17, 1.467777E+17, 1.599265E+17, 1.741768E+17, 1.896144E+17, 2.063313E+17, 2.244263E+17, ]) # ---------------------- M = 31, I = 1 --------------------------- M = 31 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[6] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.000000E+00, 9.577640E+00, 2.619804E+01, 4.723879E+01, 7.205446E+01, 1.001556E+02, 1.312023E+02, 1.649444E+02, 2.011901E+02, 2.397898E+02, 2.806276E+02, 3.236172E+02, 3.686976E+02, 4.158306E+02, 4.649971E+02, 5.161940E+02, 5.694318E+02, 6.247317E+02, 6.821239E+02, 7.416459E+02, 8.033414E+02, 8.672592E+02, 9.334532E+02, 1.001981E+03, 1.072904E+03, 1.146289E+03, 1.222203E+03, 1.300719E+03, 1.381913E+03, 1.465863E+03, 1.552650E+03, 1.642361E+03, 1.735081E+03, 1.830901E+03, 1.929915E+03, 2.032218E+03, 2.137907E+03, 2.247085E+03, 2.359854E+03, 2.476320E+03, 2.596589E+03, 2.720774E+03, 2.848985E+03, 2.981338E+03, 3.117948E+03, 3.258936E+03, 3.404422E+03, 3.554529E+03, 3.709382E+03, 3.869109E+03, 4.033838E+03, 4.203702E+03, 4.378833E+03, 4.559368E+03, 4.745444E+03, 4.937200E+03, 5.134779E+03, 5.338325E+03, 5.547982E+03, 5.763900E+03, 5.986229E+03, 6.215121E+03, 6.450730E+03, 6.693213E+03, 6.942728E+03, 7.199438E+03, 7.463503E+03, 7.735091E+03, 8.014367E+03, 8.301502E+03, 8.596667E+03, 8.900036E+03, 9.211786E+03, 9.532093E+03, 9.861140E+03, 1.019911E+04, 1.054618E+04, 1.090255E+04, 1.126840E+04, 1.164392E+04, 1.202931E+04, 1.242476E+04, 1.283047E+04, 1.324664E+04, 1.367348E+04, 1.411118E+04, 1.455995E+04, 1.502000E+04, 1.549154E+04, 1.597478E+04, 1.646995E+04, 1.697724E+04, 1.749688E+04, 1.802909E+04, 1.857410E+04, 1.913212E+04, 1.970338E+04, 2.028811E+04, 2.088653E+04, 2.149888E+04, 2.212539E+04, 2.276628E+04, 2.342180E+04, 2.409219E+04, 2.477767E+04, 2.547848E+04, 2.619488E+04, 2.692709E+04, 2.767536E+04, 2.843993E+04, 2.922104E+04, 3.001895E+04, 3.083389E+04, 3.166610E+04, 3.251585E+04, 3.338337E+04, 3.426891E+04, 3.517272E+04, 3.609505E+04, 3.703614E+04, 3.799625E+04, 3.897562E+04, 3.997449E+04, 4.099313E+04, 4.203177E+04, 4.309066E+04, 4.417005E+04, 4.527018E+04, 4.639131E+04, 4.753367E+04, 4.869751E+04, 4.988308E+04, 5.109061E+04, 5.232035E+04, 5.357253E+04, 5.484740E+04, 5.614520E+04, 5.746615E+04, 5.881050E+04, 6.017847E+04, 6.157031E+04, 6.298623E+04, 6.442647E+04, 6.589125E+04, 6.738080E+04, 6.889533E+04, 7.043508E+04, 7.200025E+04, 7.359107E+04, 7.520774E+04, 7.685048E+04, 7.851950E+04, 8.021500E+04, 8.193718E+04, 8.368625E+04, 8.546241E+04, 8.726584E+04, 8.909676E+04, 9.095533E+04, 9.284176E+04, 9.475623E+04, 9.669891E+04, 9.866999E+04, 1.006696E+05, 1.026980E+05, 1.047553E+05, 1.068417E+05, 1.089574E+05, 1.111024E+05, 1.132770E+05, 1.154813E+05, 1.177155E+05, 1.199797E+05, 1.222740E+05, 1.245986E+05, 1.269537E+05, 1.293393E+05, 1.317557E+05, 1.342028E+05, 1.366809E+05, 1.391901E+05, 1.417304E+05, 1.443021E+05, 1.469051E+05, 1.495397E+05, 1.522058E+05, 1.549037E+05, 1.576334E+05, 1.603950E+05, 1.631886E+05, 1.660143E+05, 1.688721E+05, 1.717622E+05, 1.746846E+05, 1.776393E+05, 1.806266E+05, 1.836463E+05, 1.866986E+05, 1.897836E+05, 1.929013E+05, 1.960517E+05, ]) # ---------------------- M = 31, I = 2 --------------------------- M = 31 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.000000E+00, 9.858680E+00, 2.626126E+01, 4.730993E+01, 7.213596E+01, 1.002319E+02, 1.312533E+02, 1.649477E+02, 2.011172E+02, 2.396146E+02, 2.803171E+02, 3.231407E+02, 3.680172E+02, 4.149141E+02, 4.638055E+02, 5.146919E+02, 5.675764E+02, 6.224870E+02, 6.794483E+02, 7.384938E+02, 7.996744E+02, 8.630347E+02, 9.286157E+02, 9.964913E+02, 1.066714E+03, 1.139338E+03, 1.214443E+03, 1.292091E+03, 1.372359E+03, 1.455313E+03, 1.541049E+03, 1.629623E+03, 1.721154E+03, 1.815684E+03, 1.913338E+03, 2.014177E+03, 2.118315E+03, 2.225852E+03, 2.336870E+03, 2.451471E+03, 2.569761E+03, 2.691824E+03, 2.817792E+03, 2.947774E+03, 3.081835E+03, 3.220139E+03, 3.362775E+03, 3.509861E+03, 3.661488E+03, 3.817802E+03, 3.978929E+03, 4.144958E+03, 4.316016E+03, 4.492262E+03, 4.673789E+03, 4.860762E+03, 5.053242E+03, 5.251395E+03, 5.455392E+03, 5.665333E+03, 5.881313E+03, 6.103551E+03, 6.332104E+03, 6.567196E+03, 6.808930E+03, 7.057402E+03, 7.312850E+03, 7.575326E+03, 7.845073E+03, 8.122195E+03, 8.406841E+03, 8.699164E+03, 8.999319E+03, 9.307513E+03, 9.623851E+03, 9.948547E+03, 1.028170E+04, 1.062348E+04, 1.097410E+04, 1.133374E+04, 1.170255E+04, 1.208063E+04, 1.246830E+04, 1.286558E+04, 1.327280E+04, 1.369003E+04, 1.411755E+04, 1.455545E+04, 1.500391E+04, 1.546326E+04, 1.593352E+04, 1.641497E+04, 1.690779E+04, 1.741224E+04, 1.792835E+04, 1.845655E+04, 1.899688E+04, 1.954952E+04, 2.011484E+04, 2.069287E+04, 2.128398E+04, 2.188828E+04, 2.250597E+04, 2.313735E+04, 2.378263E+04, 2.444192E+04, 2.511562E+04, 2.580384E+04, 2.650680E+04, 2.722481E+04, 2.795798E+04, 2.870665E+04, 2.947101E+04, 3.025131E+04, 3.104787E+04, 3.186080E+04, 3.269035E+04, 3.353694E+04, 3.440060E+04, 3.528166E+04, 3.618048E+04, 3.709719E+04, 3.803214E+04, 3.898543E+04, 3.995757E+04, 4.094855E+04, 4.195886E+04, 4.298876E+04, 4.403836E+04, 4.510792E+04, 4.619795E+04, 4.730858E+04, 4.844006E+04, 4.959280E+04, 5.076704E+04, 5.196291E+04, 5.318083E+04, 5.442120E+04, 5.568414E+04, 5.697007E+04, 5.827913E+04, 5.961172E+04, 6.096828E+04, 6.234896E+04, 6.375399E+04, 6.518386E+04, 6.663882E+04, 6.811918E+04, 6.962521E+04, 7.115721E+04, 7.271564E+04, 7.430080E+04, 7.591297E+04, 7.755248E+04, 7.921976E+04, 8.091481E+04, 8.263842E+04, 8.439059E+04, 8.617196E+04, 8.798264E+04, 8.982298E+04, 9.169347E+04, 9.359443E+04, 9.552618E+04, 9.748903E+04, 9.948332E+04, 1.015096E+05, 1.035681E+05, 1.056590E+05, 1.077831E+05, 1.099405E+05, 1.121316E+05, 1.143570E+05, 1.166166E+05, 1.189111E+05, 1.212410E+05, ]) # ---------------------- M = 31, I = 3 --------------------------- M = 31 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 4.000000E+00, 3.938981E+01, 1.049203E+02, 1.890120E+02, 2.881945E+02, 4.004404E+02, 5.243733E+02, 6.589857E+02, 8.034856E+02, 9.572857E+02, 1.119896E+03, 1.290979E+03, 1.470264E+03, 1.657621E+03, 1.852946E+03, 2.056241E+03, 2.267518E+03, 2.486890E+03, 2.714455E+03, 2.950346E+03, 3.194767E+03, 3.447896E+03, 3.709897E+03, 3.981065E+03, 4.261609E+03, 4.551747E+03, 4.851797E+03, 5.162008E+03, 5.482685E+03, 5.814092E+03, 6.156613E+03, 6.510473E+03, 6.876144E+03, 7.253798E+03, 7.643934E+03, 8.046793E+03, 8.462831E+03, 8.892449E+03, 9.335972E+03, 9.793812E+03, 1.026639E+04, 1.075404E+04, 1.125729E+04, 1.177658E+04, 1.231216E+04, 1.286470E+04, 1.343454E+04, 1.402216E+04, 1.462791E+04, 1.525240E+04, 1.589611E+04, 1.655942E+04, 1.724280E+04, 1.794692E+04, 1.867213E+04, 1.941910E+04, 2.018807E+04, 2.097971E+04, 2.179469E+04, 2.263342E+04, 2.349628E+04, 2.438413E+04, 2.529722E+04, 2.623643E+04, 2.720217E+04, 2.819483E+04, 2.921536E+04, 3.026397E+04, 3.134163E+04, 3.244875E+04, 3.358594E+04, 3.475379E+04, 3.595293E+04, 3.718418E+04, 3.844797E+04, 3.974515E+04, 4.107614E+04, 4.244157E+04, 4.384233E+04, 4.527909E+04, 4.675250E+04, 4.826299E+04, 4.981175E+04, 5.139893E+04, 5.302576E+04, 5.469267E+04, 5.640061E+04, 5.815005E+04, 5.994168E+04, 6.177680E+04, 6.365556E+04, 6.557899E+04, 6.754782E+04, 6.956311E+04, 7.162501E+04, 7.373522E+04, 7.589386E+04, 7.810171E+04, 8.036020E+04, 8.266947E+04, 8.503099E+04, 8.744521E+04, 8.991295E+04, 9.243536E+04, 9.501329E+04, 9.764719E+04, 1.003387E+05, 1.030882E+05, 1.058965E+05, 1.087650E+05, 1.116941E+05, 1.146851E+05, 1.177388E+05, 1.208561E+05, 1.240384E+05, 1.272861E+05, 1.306002E+05, 1.339824E+05, 1.374328E+05, 1.409527E+05, 1.445436E+05, 1.482059E+05, 1.519411E+05, 1.557495E+05, 1.596333E+05, 1.635923E+05, 1.676286E+05, 1.717431E+05, 1.759363E+05, 1.802093E+05, 1.845641E+05, 1.890011E+05, 1.935214E+05, 1.981267E+05, 2.028178E+05, 2.075955E+05, 2.124611E+05, 2.174165E+05, 2.224620E+05, 2.275994E+05, 2.328292E+05, 2.381530E+05, 2.435725E+05, 2.490884E+05, 2.547017E+05, 2.604140E+05, 2.662267E+05, 2.721408E+05, 2.781576E+05, 2.842780E+05, 2.905041E+05, 2.968369E+05, 3.032776E+05, 3.098275E+05, 3.164884E+05, 3.232603E+05, 3.301462E+05, 3.371462E+05, 3.442629E+05, 3.514967E+05, 3.588490E+05, 3.663217E+05, 3.739162E+05, 3.816337E+05, 3.894754E+05, 3.974428E+05, 4.055377E+05, 4.137616E+05, 4.221151E+05, 4.306009E+05, 4.392197E+05, 4.479736E+05, 4.568640E+05, 4.658915E+05, 4.750581E+05, 4.843661E+05, ]) # ---------------------- M = 32, I = 1 --------------------------- M = 32 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 8.098530E+00, 6.168274E+02, 1.738066E+03, 3.189875E+03, 4.909798E+03, 6.862997E+03, 9.030079E+03, 1.140495E+04, 1.399259E+04, 1.680815E+04, 1.987372E+04, 2.321812E+04, 2.687559E+04, 3.088517E+04, 3.529073E+04, 4.014075E+04, 4.548994E+04, 5.139632E+04, 5.792593E+04, 6.514813E+04, 7.314122E+04, 8.198985E+04, 9.178577E+04, 1.026295E+05, 1.146311E+05, 1.279089E+05, 1.425943E+05, 1.588277E+05, 1.767626E+05, 1.965672E+05, 2.184237E+05, 2.425277E+05, 2.690945E+05, 2.983565E+05, 3.305651E+05, 3.659933E+05, 4.049357E+05, 4.477128E+05, 4.946682E+05, 5.461776E+05, 6.026400E+05, 6.644928E+05, 7.322038E+05, 8.062787E+05, 8.872603E+05, 9.757342E+05, 1.072333E+06, 1.177728E+06, 1.292652E+06, 1.417886E+06, 1.554264E+06, 1.702691E+06, 1.864125E+06, 2.039604E+06, 2.230231E+06, 2.437189E+06, 2.661747E+06, 2.905255E+06, 3.169158E+06, 3.455004E+06, 3.764439E+06, 4.099224E+06, 4.461229E+06, 4.852460E+06, 5.275039E+06, 5.731238E+06, 6.223470E+06, 6.754297E+06, 7.326455E+06, 7.942838E+06, 8.606536E+06, 9.320818E+06, 1.008916E+07, 1.091524E+07, 1.180298E+07, 1.275651E+07, 1.378023E+07, 1.487879E+07, 1.605711E+07, 1.732042E+07, 1.867421E+07, 2.012433E+07, 2.167694E+07, 2.333855E+07, 2.511606E+07, 2.701671E+07, 2.904820E+07, 3.121862E+07, 3.353650E+07, 3.601086E+07, 3.865118E+07, 4.146747E+07, 4.447026E+07, 4.767066E+07, 5.108035E+07, 5.471163E+07, 5.857740E+07, 6.269129E+07, 6.706761E+07, 7.172137E+07, 7.666838E+07, 8.192520E+07, 8.750927E+07, 9.343889E+07, 9.973322E+07, 1.064124E+08, 1.134976E+08, 1.210109E+08, 1.289756E+08, 1.374159E+08, 1.463573E+08, 1.558267E+08, 1.658518E+08, 1.764620E+08, 1.876879E+08, 1.995616E+08, 2.121165E+08, 2.253878E+08, 2.394120E+08, 2.542275E+08, 2.698744E+08, 2.863944E+08, 3.038314E+08, 3.222307E+08, 3.416402E+08, 3.621095E+08, 3.836906E+08, 4.064374E+08, 4.304066E+08, 4.556569E+08, 4.822498E+08, 5.102492E+08, 5.397218E+08, 5.707372E+08, 6.033677E+08, 6.376886E+08, 6.737783E+08, 7.117187E+08, 7.515949E+08, 7.934953E+08, 8.375118E+08, 8.837404E+08, 9.322806E+08, 9.832362E+08, 1.036715E+09, 1.092828E+09, 1.151692E+09, 1.213428E+09, 1.278162E+09, 1.346024E+09, 1.417150E+09, 1.491679E+09, 1.569758E+09, 1.651538E+09, 1.737177E+09, 1.826838E+09, 1.920689E+09, 2.018907E+09, 2.121673E+09, 2.229176E+09, 2.341612E+09, 2.459182E+09, 2.582099E+09, 2.710579E+09, 2.844846E+09, 2.985137E+09, 3.131691E+09, 3.284760E+09, 3.444603E+09, 3.611489E+09, 3.785695E+09, 3.967509E+09, 4.157229E+09, 4.355164E+09, 4.561629E+09, 4.776956E+09, ]) # ---------------------- M = 33, I = 1 --------------------------- M = 33 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 5.594200E-01, 7.688782E+01, 2.147062E+02, 3.927665E+02, 6.034216E+02, 8.422352E+02, 1.106209E+03, 1.393154E+03, 1.701421E+03, 2.029715E+03, 2.377155E+03, 2.743100E+03, 3.127307E+03, 3.529659E+03, 3.950367E+03, 4.389807E+03, 4.848487E+03, 5.327087E+03, 5.826359E+03, 6.347192E+03, 6.890410E+03, 7.456986E+03, 8.047900E+03, 8.664120E+03, 9.306654E+03, 9.976636E+03, 1.067496E+04, 1.140281E+04, 1.216121E+04, 1.295117E+04, 1.377383E+04, 1.463032E+04, 1.552167E+04, 1.644903E+04, 1.741356E+04, 1.841643E+04, 1.945864E+04, 2.054151E+04, 2.166621E+04, 2.283391E+04, 2.404598E+04, 2.530358E+04, 2.660771E+04, 2.796015E+04, 2.936189E+04, 3.081411E+04, 3.231868E+04, 3.387635E+04, 3.548880E+04, 3.715773E+04, 3.888414E+04, 4.066950E+04, 4.251530E+04, 4.442335E+04, 4.639489E+04, 4.843149E+04, 5.053503E+04, 5.270646E+04, 5.494802E+04, 5.726067E+04, 5.964671E+04, 6.210782E+04, 6.464494E+04, 6.726087E+04, 6.995658E+04, 7.273377E+04, 7.559498E+04, 7.854117E+04, 8.157495E+04, 8.469771E+04, 8.791125E+04, 9.121830E+04, 9.461985E+04, 9.811822E+04, 1.017153E+05, 1.054135E+05, 1.092148E+05, 1.131206E+05, 1.171339E+05, 1.212563E+05, 1.254897E+05, 1.298368E+05, 1.342996E+05, 1.388801E+05, 1.435812E+05, 1.484048E+05, 1.533526E+05, 1.584280E+05, 1.636325E+05, 1.689691E+05, 1.744392E+05, 1.800464E+05, 1.857931E+05, 1.916809E+05, 1.977128E+05, 2.038912E+05, 2.102190E+05, 2.166981E+05, 2.233322E+05, 2.301232E+05, 2.370735E+05, 2.441870E+05, 2.514648E+05, 2.589109E+05, 2.665280E+05, 2.743178E+05, 2.822846E+05, 2.904301E+05, 2.987578E+05, 3.072706E+05, 3.159718E+05, 3.248634E+05, 3.339491E+05, 3.432315E+05, 3.527136E+05, 3.623999E+05, 3.722915E+05, 3.823931E+05, 3.927067E+05, 4.032371E+05, 4.139854E+05, 4.249565E+05, 4.361534E+05, 4.475791E+05, 4.592368E+05, 4.711305E+05, 4.832632E+05, 4.956373E+05, 5.082588E+05, 5.211290E+05, 5.342531E+05, 5.476335E+05, 5.612732E+05, 5.751779E+05, 5.893485E+05, 6.037919E+05, 6.185091E+05, 6.335047E+05, 6.487834E+05, 6.643485E+05, 6.802023E+05, 6.963508E+05, 7.127974E+05, 7.295461E+05, 7.465986E+05, 7.639627E+05, 7.816395E+05, 7.996338E+05, 8.179508E+05, 8.365924E+05, 8.555657E+05, 8.748729E+05, 8.945175E+05, 9.145066E+05, 9.348407E+05, 9.555269E+05, 9.765689E+05, 9.979710E+05, 1.019738E+06, 1.041873E+06, 1.064382E+06, 1.087269E+06, 1.110538E+06, 1.134193E+06, 1.158240E+06, 1.182684E+06, 1.207529E+06, 1.232780E+06, 1.258440E+06, 1.284515E+06, 1.311010E+06, 1.337930E+06, 1.365279E+06, 1.393063E+06, 1.421286E+06, 1.449955E+06, ]) # ---------------------- M = 35, I = 1 --------------------------- M = 35 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.408818E+02, 2.081987E+04, 5.959366E+04, 1.144363E+05, 1.889620E+05, 2.880202E+05, 4.176320E+05, 5.853070E+05, 8.004051E+05, 1.074538E+06, 1.422010E+06, 1.860338E+06, 2.410828E+06, 3.099228E+06, 3.956556E+06, 5.019996E+06, 6.333930E+06, 7.951208E+06, 9.934433E+06, 1.235765E+07, 1.530808E+07, 1.888813E+07, 2.321778E+07, 2.843710E+07, 3.470920E+07, 4.222351E+07, 5.119940E+07, 6.189045E+07, 7.458876E+07, 8.963031E+07, 1.074004E+08, 1.283401E+08, 1.529530E+08, 1.818133E+08, 2.155737E+08, 2.549750E+08, 3.008566E+08, 3.541675E+08, 4.159785E+08, 4.874961E+08, 5.700773E+08, 6.652451E+08, 7.747069E+08, 9.003730E+08, 1.044378E+09, 1.209104E+09, 1.397202E+09, 1.611625E+09, 1.855648E+09, 2.132908E+09, 2.447432E+09, 2.803673E+09, 3.206556E+09, 3.661513E+09, 4.174529E+09, 4.752195E+09, 5.401760E+09, 6.131182E+09, 6.949194E+09, 7.865367E+09, 8.890177E+09, 1.003509E+10, 1.131261E+10, 1.273641E+10, 1.432140E+10, 1.608379E+10, 1.804126E+10, 2.021301E+10, 2.261991E+10, 2.528461E+10, 2.823167E+10, 3.148772E+10, 3.508157E+10, 3.904440E+10, 4.340993E+10, 4.821455E+10, 5.349755E+10, 5.930134E+10, 6.567158E+10, 7.265748E+10, 8.031197E+10, 8.869200E+10, 9.785877E+10, 1.078780E+11, 1.188203E+11, 1.307613E+11, 1.437821E+11, 1.579696E+11, 1.734170E+11, 1.902238E+11, 2.084964E+11, 2.283487E+11, 2.499022E+11, 2.732868E+11, 2.986409E+11, 3.261123E+11, 3.558583E+11, 3.880465E+11, 4.228556E+11, 4.604755E+11, 5.011085E+11, 5.449694E+11, 5.922865E+11, 6.433023E+11, 6.982744E+11, 7.574760E+11, 8.211970E+11, 8.897447E+11, 9.634444E+11, 1.042642E+12, 1.127701E+12, 1.219010E+12, 1.316977E+12, 1.422034E+12, 1.534639E+12, 1.655275E+12, 1.784452E+12, 1.922709E+12, 2.070615E+12, 2.228770E+12, 2.397806E+12, 2.578390E+12, 2.771227E+12, 2.977056E+12, 3.196658E+12, 3.430854E+12, 3.680508E+12, 3.946531E+12, 4.229878E+12, 4.531554E+12, 4.852619E+12, 5.194181E+12, 5.557407E+12, 5.943522E+12, 6.353813E+12, 6.789628E+12, 7.252383E+12, 7.743565E+12, 8.264728E+12, 8.817504E+12, 9.403604E+12, 1.002482E+13, 1.068303E+13, 1.138019E+13, 1.211836E+13, 1.289970E+13, 1.372645E+13, 1.460097E+13, 1.552571E+13, 1.650326E+13, 1.753631E+13, 1.862765E+13, 1.978023E+13, 2.099711E+13, 2.228149E+13, 2.363672E+13, 2.506627E+13, 2.657379E+13, 2.816307E+13, 2.983806E+13, 3.160289E+13, 3.346185E+13, 3.541944E+13, 3.748031E+13, 3.964933E+13, 4.193156E+13, 4.433228E+13, 4.685697E+13, 4.951135E+13, 5.230137E+13, 5.523320E+13, 5.831329E+13, 6.154832E+13, 6.494525E+13, 6.851131E+13, 7.225402E+13, ]) # ---------------------- M = 35, I = 2 --------------------------- M = 35 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.468098E+02, 2.134900E+04, 6.110945E+04, 1.173478E+05, 1.937703E+05, 2.953497E+05, 4.282605E+05, 6.002031E+05, 8.207761E+05, 1.101887E+06, 1.458203E+06, 1.907688E+06, 2.472190E+06, 3.178113E+06, 4.057263E+06, 5.147772E+06, 6.495151E+06, 8.153595E+06, 1.018730E+07, 1.267221E+07, 1.569774E+07, 1.936891E+07, 2.380877E+07, 2.916094E+07, 3.559270E+07, 4.329828E+07, 5.250266E+07, 6.346585E+07, 7.648739E+07, 9.191183E+07, 1.101343E+08, 1.316070E+08, 1.568465E+08, 1.864414E+08, 2.210611E+08, 2.614653E+08, 3.085149E+08, 3.631828E+08, 4.265672E+08, 4.999054E+08, 5.845887E+08, 6.821789E+08, 7.944272E+08, 9.232921E+08, 1.070963E+09, 1.239882E+09, 1.432769E+09, 1.652649E+09, 1.902884E+09, 2.187202E+09, 2.509732E+09, 2.875042E+09, 3.288180E+09, 3.754718E+09, 4.280793E+09, 4.873164E+09, 5.539263E+09, 6.287254E+09, 7.126088E+09, 8.065583E+09, 9.116481E+09, 1.029053E+10, 1.160058E+10, 1.306063E+10, 1.468596E+10, 1.649322E+10, 1.850051E+10, 2.072754E+10, 2.319571E+10, 2.592825E+10, 2.895033E+10, 3.228926E+10, 3.597459E+10, 4.003830E+10, 4.451495E+10, 4.944187E+10, 5.485937E+10, 6.081089E+10, 6.734329E+10, 7.450702E+10, 8.235636E+10, 9.094971E+10, 1.003498E+11, 1.106241E+11, 1.218449E+11, 1.340899E+11, 1.474421E+11, 1.619909E+11, 1.778314E+11, 1.950660E+11, 2.138038E+11, 2.341615E+11, 2.562637E+11, 2.802435E+11, 3.062431E+11, 3.344137E+11, 3.649168E+11, 3.979245E+11, 4.336196E+11, 4.721973E+11, 5.138646E+11, 5.588420E+11, 6.073635E+11, 6.596780E+11, 7.160494E+11, 7.767581E+11, 8.421012E+11, 9.123937E+11, 9.879697E+11, 1.069183E+12, 1.156408E+12, 1.250041E+12, 1.350501E+12, 1.458233E+12, 1.573704E+12, 1.697411E+12, 1.829877E+12, 1.971654E+12, 2.123324E+12, 2.285505E+12, 2.458844E+12, 2.644025E+12, 2.841771E+12, 3.052839E+12, 3.278031E+12, 3.518189E+12, 3.774199E+12, 4.046993E+12, 4.337553E+12, 4.646909E+12, 4.976146E+12, 5.326403E+12, 5.698874E+12, 6.094819E+12, 6.515555E+12, 6.962464E+12, 7.436999E+12, 7.940684E+12, 8.475113E+12, 9.041962E+12, 9.642982E+12, 1.028001E+13, 1.095497E+13, 1.166988E+13, 1.242685E+13, 1.322807E+13, 1.407587E+13, 1.497265E+13, 1.592093E+13, 1.692337E+13, 1.798271E+13, 1.910183E+13, 2.028375E+13, 2.153161E+13, 2.284869E+13, 2.423842E+13, 2.570436E+13, 2.725025E+13, 2.887999E+13, 3.059761E+13, 3.240737E+13, 3.431365E+13, 3.632107E+13, 3.843441E+13, 4.065863E+13, 4.299897E+13, 4.546079E+13, 4.804976E+13, 5.077171E+13, 5.363275E+13, 5.663921E+13, 5.979770E+13, 6.311508E+13, 6.659849E+13, 7.025532E+13, 7.409331E+13, ]) # ---------------------- M = 36, I = 1 --------------------------- M = 36 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.029540E+00, 2.200969E+01, 4.297675E+01, 6.395552E+01, 8.493845E+01, 1.059240E+02, 1.269117E+02, 1.479015E+02, 1.688930E+02, 1.898864E+02, 2.108815E+02, 2.318784E+02, 2.528769E+02, 2.738772E+02, 2.948822E+02, 3.158861E+02, 3.368985E+02, 3.579134E+02, 3.789385E+02, 3.999708E+02, 4.210197E+02, 4.420868E+02, 4.631741E+02, 4.842933E+02, 5.054422E+02, 5.266341E+02, 5.478727E+02, 5.691675E+02, 5.905169E+02, 6.119432E+02, 6.334393E+02, 6.550162E+02, 6.766925E+02, 6.984603E+02, 7.203322E+02, 7.423211E+02, 7.644255E+02, 7.866515E+02, 8.090126E+02, 8.315068E+02, 8.541484E+02, 8.769350E+02, 8.998723E+02, 9.229750E+02, 9.462310E+02, 9.696643E+02, 9.932616E+02, 1.017048E+03, 1.041000E+03, 1.065141E+03, 1.089479E+03, 1.113997E+03, 1.138710E+03, 1.163612E+03, 1.188731E+03, 1.214038E+03, 1.239547E+03, 1.265277E+03, 1.291206E+03, 1.317352E+03, 1.343706E+03, 1.370272E+03, 1.397067E+03, 1.424069E+03, 1.451294E+03, 1.478747E+03, 1.506416E+03, 1.534307E+03, 1.562435E+03, 1.590776E+03, 1.619347E+03, 1.648150E+03, 1.677191E+03, 1.706455E+03, 1.735962E+03, 1.765682E+03, 1.795650E+03, 1.825853E+03, 1.856277E+03, 1.886958E+03, 1.917863E+03, 1.949013E+03, 1.980393E+03, 2.012022E+03, 2.043868E+03, 2.075985E+03, 2.108322E+03, 2.140900E+03, 2.173719E+03, 2.206782E+03, 2.240090E+03, 2.273646E+03, 2.307451E+03, 2.341488E+03, 2.375759E+03, 2.410284E+03, 2.445065E+03, 2.480064E+03, 2.515321E+03, 2.550840E+03, 2.586581E+03, 2.622585E+03, 2.658813E+03, 2.695308E+03, 2.732051E+03, 2.769042E+03, 2.806260E+03, 2.843730E+03, 2.881473E+03, 2.919448E+03, 2.957655E+03, 2.996140E+03, 3.034859E+03, 3.073813E+03, 3.113025E+03, 3.152497E+03, 3.192207E+03, 3.232179E+03, 3.272390E+03, 3.312840E+03, 3.353556E+03, 3.394513E+03, 3.435739E+03, 3.477180E+03, 3.518892E+03, 3.560874E+03, 3.603075E+03, 3.645548E+03, 3.688268E+03, 3.731208E+03, 3.774424E+03, 3.817915E+03, 3.861629E+03, 3.905593E+03, 3.949807E+03, 3.994273E+03, 4.039020E+03, 4.083990E+03, 4.129214E+03, 4.174693E+03, 4.220425E+03, 4.266414E+03, 4.312628E+03, 4.359128E+03, 4.405856E+03, 4.452842E+03, 4.500085E+03, 4.547587E+03, 4.595349E+03, 4.643340E+03, 4.691592E+03, 4.740104E+03, 4.788878E+03, 4.837883E+03, 4.887149E+03, 4.936647E+03, 4.986441E+03, 5.036467E+03, 5.086725E+03, 5.137247E+03, 5.188036E+03, 5.239091E+03, 5.290379E+03, 5.341935E+03, 5.393723E+03, 5.445780E+03, 5.498071E+03, 5.550631E+03, 5.603462E+03, 5.656527E+03, 5.709827E+03, 5.763397E+03, 5.817240E+03, 5.871319E+03, 5.925670E+03, 5.980257E+03, ]) # ---------------------- M = 37, I = 1 --------------------------- M = 37 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 5.785130E+00, 4.726760E+02, 1.331909E+03, 2.444466E+03, 3.762449E+03, 5.258748E+03, 6.916853E+03, 8.727864E+03, 1.068858E+04, 1.280031E+04, 1.506728E+04, 1.749553E+04, 2.009268E+04, 2.286748E+04, 2.582902E+04, 2.898719E+04, 3.235219E+04, 3.593458E+04, 3.974451E+04, 4.379322E+04, 4.809173E+04, 5.265152E+04, 5.748313E+04, 6.259898E+04, 6.800999E+04, 7.372804E+04, 7.976499E+04, 8.613334E+04, 9.284498E+04, 9.991164E+04, 1.073465E+05, 1.151622E+05, 1.233719E+05, 1.319883E+05, 1.410250E+05, 1.504953E+05, 1.604130E+05, 1.707918E+05, 1.816466E+05, 1.929925E+05, 2.048425E+05, 2.172130E+05, 2.301186E+05, 2.435762E+05, 2.576005E+05, 2.722077E+05, 2.874142E+05, 3.032379E+05, 3.196943E+05, 3.368020E+05, 3.545764E+05, 3.730385E+05, 3.922061E+05, 4.120955E+05, 4.327284E+05, 4.541215E+05, 4.762955E+05, 4.992694E+05, 5.230665E+05, 5.477044E+05, 5.732050E+05, 5.995885E+05, 6.268775E+05, 6.550925E+05, 6.842570E+05, 7.143946E+05, 7.455270E+05, 7.776759E+05, 8.108659E+05, 8.451225E+05, 8.804679E+05, 9.169282E+05, 9.545270E+05, 9.932902E+05, 1.033245E+06, 1.074416E+06, 1.116828E+06, 1.160511E+06, 1.205491E+06, 1.251794E+06, 1.299452E+06, 1.348487E+06, 1.398931E+06, 1.450812E+06, 1.504163E+06, 1.559011E+06, 1.615386E+06, 1.673318E+06, 1.732838E+06, 1.793976E+06, 1.856768E+06, 1.921245E+06, 1.987436E+06, 2.055375E+06, 2.125098E+06, 2.196636E+06, 2.270020E+06, 2.345293E+06, 2.422481E+06, 2.501629E+06, 2.582761E+06, 2.665923E+06, 2.751144E+06, 2.838463E+06, 2.927919E+06, 3.019552E+06, 3.113392E+06, 3.209490E+06, 3.307870E+06, 3.408585E+06, 3.511666E+06, 3.617155E+06, 3.725094E+06, 3.835528E+06, 3.948487E+06, 4.064024E+06, 4.182175E+06, 4.302986E+06, 4.426502E+06, 4.552764E+06, 4.681813E+06, 4.813699E+06, 4.948460E+06, 5.086155E+06, 5.226813E+06, 5.370497E+06, 5.517235E+06, 5.667093E+06, 5.820104E+06, 5.976328E+06, 6.135809E+06, 6.298591E+06, 6.464727E+06, 6.634271E+06, 6.807274E+06, 6.983775E+06, 7.163838E+06, 7.347517E+06, 7.534852E+06, 7.725898E+06, 7.920720E+06, 8.119366E+06, 8.321879E+06, 8.528331E+06, 8.738766E+06, 8.953250E+06, 9.171827E+06, 9.394565E+06, 9.621507E+06, 9.852731E+06, 1.008828E+07, 1.032821E+07, 1.057259E+07, 1.082148E+07, 1.107494E+07, 1.133303E+07, 1.159581E+07, 1.186333E+07, 1.213567E+07, 1.241289E+07, 1.269505E+07, 1.298221E+07, 1.327444E+07, 1.357180E+07, 1.387436E+07, 1.418219E+07, 1.449535E+07, 1.481390E+07, 1.513792E+07, 1.546748E+07, 1.580263E+07, 1.614346E+07, 1.649004E+07, 1.684241E+07, 1.720068E+07, 1.756490E+07, ]) # ---------------------- M = 37, I = 2 --------------------------- M = 37 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 5.739990E+00, 4.708308E+02, 1.326733E+03, 2.434981E+03, 3.747861E+03, 5.238419E+03, 6.890124E+03, 8.694231E+03, 1.064761E+04, 1.275163E+04, 1.501028E+04, 1.743002E+04, 2.001840E+04, 2.278379E+04, 2.573568E+04, 2.888372E+04, 3.223779E+04, 3.580868E+04, 3.960721E+04, 4.364360E+04, 4.792918E+04, 5.247539E+04, 5.729323E+04, 6.239415E+04, 6.778948E+04, 7.349165E+04, 7.951198E+04, 8.586227E+04, 9.255496E+04, 9.960247E+04, 1.070173E+05, 1.148120E+05, 1.229998E+05, 1.315924E+05, 1.406050E+05, 1.500502E+05, 1.599417E+05, 1.702941E+05, 1.811203E+05, 1.924363E+05, 2.042563E+05, 2.165956E+05, 2.294686E+05, 2.428909E+05, 2.568798E+05, 2.714501E+05, 2.866181E+05, 3.024019E+05, 3.188166E+05, 3.358826E+05, 3.536137E+05, 3.720290E+05, 3.911480E+05, 4.109904E+05, 4.315709E+05, 4.529114E+05, 4.750329E+05, 4.979522E+05, 5.216906E+05, 5.462676E+05, 5.717072E+05, 5.980275E+05, 6.252486E+05, 6.533981E+05, 6.824923E+05, 7.125570E+05, 7.436139E+05, 7.756873E+05, 8.087991E+05, 8.429747E+05, 8.782365E+05, 9.146103E+05, 9.521193E+05, 9.907930E+05, 1.030652E+06, 1.071728E+06, 1.114040E+06, 1.157621E+06, 1.202496E+06, 1.248693E+06, 1.296235E+06, 1.345157E+06, 1.395485E+06, 1.447246E+06, 1.500473E+06, 1.555196E+06, 1.611440E+06, 1.669235E+06, 1.728620E+06, 1.789621E+06, 1.852269E+06, 1.916593E+06, 1.982635E+06, 2.050416E+06, 2.119981E+06, 2.191356E+06, 2.264576E+06, 2.339672E+06, 2.416687E+06, 2.495652E+06, 2.576605E+06, 2.659573E+06, 2.744601E+06, 2.831725E+06, 2.920982E+06, 3.012404E+06, 3.106038E+06, 3.201913E+06, 3.300075E+06, 3.400561E+06, 3.503412E+06, 3.608665E+06, 3.716362E+06, 3.826546E+06, 3.939250E+06, 4.054530E+06, 4.172418E+06, 4.292959E+06, 4.416198E+06, 4.542175E+06, 4.670937E+06, 4.802531E+06, 4.936999E+06, 5.074379E+06, 5.214727E+06, 5.358088E+06, 5.504508E+06, 5.654031E+06, 5.806702E+06, 5.962583E+06, 6.121705E+06, 6.284127E+06, 6.449902E+06, 6.619068E+06, 6.791685E+06, 6.967806E+06, 7.147471E+06, 7.330735E+06, 7.517662E+06, 7.708297E+06, 7.902682E+06, 8.100891E+06, 8.302962E+06, 8.508957E+06, 8.718940E+06, 8.932943E+06, 9.151047E+06, 9.373291E+06, 9.599747E+06, 9.830455E+06, 1.006549E+07, 1.030491E+07, 1.054875E+07, 1.079710E+07, 1.105000E+07, 1.130753E+07, 1.156973E+07, 1.183667E+07, 1.210843E+07, 1.238504E+07, 1.266658E+07, 1.295312E+07, 1.324472E+07, 1.354143E+07, 1.384333E+07, 1.415049E+07, 1.446297E+07, 1.478083E+07, 1.510415E+07, 1.543299E+07, 1.576743E+07, 1.610752E+07, 1.645334E+07, 1.680496E+07, 1.716245E+07, 1.752589E+07, ]) # ---------------------- M = 38, I = 1 --------------------------- M = 38 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.964040E+00, 1.867813E+02, 5.232315E+02, 9.584283E+02, 1.473741E+03, 2.058415E+03, 2.705341E+03, 3.409831E+03, 4.169420E+03, 4.983909E+03, 5.855633E+03, 6.789060E+03, 7.791043E+03, 8.870171E+03, 1.003696E+04, 1.130344E+04, 1.268335E+04, 1.419187E+04, 1.584565E+04, 1.766292E+04, 1.966394E+04, 2.187063E+04, 2.430711E+04, 2.699984E+04, 2.997740E+04, 3.327167E+04, 3.691750E+04, 4.095290E+04, 4.541954E+04, 5.036362E+04, 5.583538E+04, 6.189039E+04, 6.858858E+04, 7.599728E+04, 8.418919E+04, 9.324438E+04, 1.032502E+05, 1.143029E+05, 1.265073E+05, 1.399784E+05, 1.548424E+05, 1.712363E+05, 1.893101E+05, 2.092280E+05, 2.311692E+05, 2.553286E+05, 2.819194E+05, 3.111737E+05, 3.433445E+05, 3.787068E+05, 4.175601E+05, 4.602299E+05, 5.070709E+05, 5.584681E+05, 6.148394E+05, 6.766383E+05, 7.443566E+05, 8.185285E+05, 8.997333E+05, 9.885977E+05, 1.085799E+06, 1.192073E+06, 1.308215E+06, 1.435085E+06, 1.573609E+06, 1.724794E+06, 1.889722E+06, 2.069561E+06, 2.265577E+06, 2.479128E+06, 2.711680E+06, 2.964814E+06, 3.240234E+06, 3.539768E+06, 3.865391E+06, 4.219220E+06, 4.603536E+06, 5.020787E+06, 5.473605E+06, 5.964816E+06, 6.497450E+06, 7.074761E+06, 7.700237E+06, 8.377621E+06, 9.110918E+06, 9.904421E+06, 1.076273E+07, 1.169076E+07, 1.269377E+07, 1.377741E+07, 1.494767E+07, 1.621101E+07, 1.757429E+07, 1.904485E+07, 2.063052E+07, 2.233968E+07, 2.418123E+07, 2.616470E+07, 2.830021E+07, 3.059859E+07, 3.307135E+07, 3.573073E+07, 3.858981E+07, 4.166247E+07, 4.496350E+07, 4.850860E+07, 5.231451E+07, 5.639898E+07, 6.078088E+07, 6.548028E+07, 7.051845E+07, 7.591801E+07, 8.170292E+07, 8.789865E+07, 9.453217E+07, 1.016321E+08, 1.092288E+08, 1.173543E+08, 1.260428E+08, 1.353302E+08, 1.452548E+08, 1.558569E+08, 1.671794E+08, 1.792673E+08, 1.921686E+08, 2.059338E+08, 2.206164E+08, 2.362728E+08, 2.529626E+08, 2.707490E+08, 2.896984E+08, 3.098811E+08, 3.313711E+08, 3.542468E+08, 3.785905E+08, 4.044891E+08, 4.320345E+08, 4.613233E+08, 4.924573E+08, 5.255437E+08, 5.606957E+08, 5.980320E+08, 6.376782E+08, 6.797660E+08, 7.244340E+08, 7.718283E+08, 8.221023E+08, 8.754174E+08, 9.319435E+08, 9.918586E+08, 1.055351E+09, 1.122616E+09, 1.193862E+09, 1.269305E+09, 1.349174E+09, 1.433708E+09, 1.523159E+09, 1.617789E+09, 1.717876E+09, 1.823709E+09, 1.935593E+09, 2.053846E+09, 2.178804E+09, 2.310816E+09, 2.450248E+09, 2.597487E+09, 2.752934E+09, 2.917011E+09, 3.090161E+09, 3.272845E+09, 3.465547E+09, 3.668772E+09, 3.883052E+09, 4.108941E+09, 4.347015E+09, 4.597885E+09, ]) # ---------------------- M = 38, I = 2 --------------------------- M = 38 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.204615E+01, 7.642634E+02, 2.141386E+03, 3.922752E+03, 6.032083E+03, 8.425355E+03, 1.107346E+04, 1.395721E+04, 1.706650E+04, 2.040053E+04, 2.396885E+04, 2.778974E+04, 3.189127E+04, 3.630859E+04, 4.108475E+04, 4.626896E+04, 5.191754E+04, 5.809252E+04, 6.486214E+04, 7.230097E+04, 8.049201E+04, 8.952494E+04, 9.949845E+04, 1.105209E+05, 1.227093E+05, 1.361942E+05, 1.511181E+05, 1.676367E+05, 1.859206E+05, 2.061588E+05, 2.285571E+05, 2.533428E+05, 2.807614E+05, 3.110884E+05, 3.446214E+05, 3.816882E+05, 4.226462E+05, 4.678897E+05, 5.178476E+05, 5.729908E+05, 6.338355E+05, 7.009427E+05, 7.749268E+05, 8.564597E+05, 9.462743E+05, 1.045169E+06, 1.154017E+06, 1.273768E+06, 1.405457E+06, 1.550210E+06, 1.709254E+06, 1.883920E+06, 2.075661E+06, 2.286052E+06, 2.516805E+06, 2.769775E+06, 3.046976E+06, 3.350594E+06, 3.683001E+06, 4.046763E+06, 4.444651E+06, 4.879678E+06, 5.355099E+06, 5.874432E+06, 6.441474E+06, 7.060342E+06, 7.735464E+06, 8.471627E+06, 9.274007E+06, 1.014816E+07, 1.110010E+07, 1.213630E+07, 1.326371E+07, 1.448984E+07, 1.582276E+07, 1.727114E+07, 1.884431E+07, 2.055231E+07, 2.240589E+07, 2.441664E+07, 2.659695E+07, 2.896014E+07, 3.152050E+07, 3.429333E+07, 3.729505E+07, 4.054321E+07, 4.405664E+07, 4.785548E+07, 5.196127E+07, 5.639707E+07, 6.118750E+07, 6.635891E+07, 7.193943E+07, 7.795909E+07, 8.444997E+07, 9.144632E+07, 9.898462E+07, 1.071038E+08, 1.158455E+08, 1.252538E+08, 1.353759E+08, 1.462619E+08, 1.579654E+08, 1.705432E+08, 1.840558E+08, 1.985675E+08, 2.141468E+08, 2.308664E+08, 2.488035E+08, 2.680402E+08, 2.886638E+08, 3.107666E+08, 3.344469E+08, 3.598088E+08, 3.869628E+08, 4.160260E+08, 4.471227E+08, 4.803842E+08, 5.159500E+08, 5.539677E+08, 5.945935E+08, 6.379928E+08, 6.843406E+08, 7.338221E+08, 7.866329E+08, 8.429801E+08, 9.030826E+08, 9.671712E+08, 1.035490E+09, 1.108298E+09, 1.185867E+09, 1.268484E+09, 1.356452E+09, 1.450092E+09, 1.549742E+09, 1.655757E+09, 1.768513E+09, 1.888406E+09, 2.015851E+09, 2.151289E+09, 2.295182E+09, 2.448017E+09, 2.610306E+09, 2.782591E+09, 2.965437E+09, 3.159443E+09, 3.365238E+09, 3.583481E+09, 3.814868E+09, 4.060128E+09, 4.320030E+09, 4.595378E+09, 4.887019E+09, 5.195844E+09, 5.522783E+09, 5.868820E+09, 6.234981E+09, 6.622346E+09, 7.032047E+09, 7.465271E+09, 7.923262E+09, 8.407328E+09, 8.918836E+09, 9.459220E+09, 1.002998E+10, 1.063270E+10, 1.126901E+10, 1.194066E+10, 1.264944E+10, 1.339724E+10, 1.418606E+10, 1.501796E+10, 1.589510E+10, 1.681977E+10, 1.779432E+10, 1.882124E+10, ]) # ---------------------- M = 39, I = 1 --------------------------- M = 39 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.441130E+01, 8.984785E+02, 2.519098E+03, 4.622384E+03, 7.153276E+03, 1.012212E+04, 1.356235E+04, 1.751151E+04, 2.200662E+04, 2.708504E+04, 3.278708E+04, 3.915884E+04, 4.625465E+04, 5.413906E+04, 6.288836E+04, 7.259164E+04, 8.335181E+04, 9.528638E+04, 1.085284E+05, 1.232272E+05, 1.395500E+05, 1.576826E+05, 1.778316E+05, 2.002254E+05, 2.251168E+05, 2.527848E+05, 2.835372E+05, 3.177134E+05, 3.556871E+05, 3.978696E+05, 4.447142E+05, 4.967184E+05, 5.544300E+05, 6.184503E+05, 6.894398E+05, 7.681233E+05, 8.552960E+05, 9.518298E+05, 1.058680E+06, 1.176894E+06, 1.307616E+06, 1.452099E+06, 1.611715E+06, 1.787960E+06, 1.982471E+06, 2.197034E+06, 2.433598E+06, 2.694287E+06, 2.981419E+06, 3.297516E+06, 3.645326E+06, 4.027840E+06, 4.448308E+06, 4.910266E+06, 5.417556E+06, 5.974349E+06, 6.585171E+06, 7.254935E+06, 7.988968E+06, 8.793039E+06, 9.673404E+06, 1.063683E+07, 1.169064E+07, 1.284277E+07, 1.410177E+07, 1.547691E+07, 1.697818E+07, 1.861638E+07, 2.040317E+07, 2.235109E+07, 2.447370E+07, 2.678560E+07, 2.930251E+07, 3.204136E+07, 3.502035E+07, 3.825912E+07, 4.177870E+07, 4.560178E+07, 4.975264E+07, 5.425747E+07, 5.914429E+07, 6.444319E+07, 7.018647E+07, 7.640872E+07, 8.314707E+07, 9.044122E+07, 9.833376E+07, 1.068702E+08, 1.160993E+08, 1.260732E+08, 1.368476E+08, 1.484821E+08, 1.610404E+08, 1.745904E+08, 1.892048E+08, 2.049609E+08, 2.219414E+08, 2.402345E+08, 2.599341E+08, 2.811403E+08, 3.039598E+08, 3.285064E+08, 3.549009E+08, 3.832720E+08, 4.137567E+08, 4.465008E+08, 4.816591E+08, 5.193963E+08, 5.598872E+08, 6.033178E+08, 6.498853E+08, 6.997992E+08, 7.532821E+08, 8.105694E+08, 8.719115E+08, 9.375733E+08, 1.007836E+09, 1.082998E+09, 1.163375E+09, 1.249300E+09, 1.341128E+09, 1.439233E+09, 1.544011E+09, 1.655881E+09, 1.775287E+09, 1.902698E+09, 2.038608E+09, 2.183542E+09, 2.338052E+09, 2.502722E+09, 2.678169E+09, 2.865044E+09, 3.064034E+09, 3.275863E+09, 3.501296E+09, 3.741140E+09, 3.996242E+09, 4.267501E+09, 4.555859E+09, 4.862310E+09, 5.187903E+09, 5.533738E+09, 5.900977E+09, 6.290843E+09, 6.704620E+09, 7.143662E+09, 7.609388E+09, 8.103298E+09, 8.626961E+09, 9.182033E+09, 9.770245E+09, 1.039343E+10, 1.105349E+10, 1.175245E+10, 1.249242E+10, 1.327562E+10, 1.410437E+10, 1.498112E+10, 1.590843E+10, 1.688899E+10, 1.792560E+10, 1.902123E+10, 2.017898E+10, 2.140208E+10, 2.269394E+10, 2.405813E+10, 2.549835E+10, 2.701854E+10, 2.862278E+10, 3.031533E+10, 3.210070E+10, 3.398356E+10, 3.596882E+10, 3.806161E+10, 4.026729E+10, 4.259149E+10, ]) # ---------------------- M = 40, I = 1 --------------------------- M = 40 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.004878E+01, 1.395096E+03, 3.835885E+03, 7.029882E+03, 1.081742E+04, 1.511632E+04, 1.987927E+04, 2.508270E+04, 3.072275E+04, 3.681224E+04, 4.337811E+04, 5.045934E+04, 5.810536E+04, 6.637497E+04, 7.533555E+04, 8.506260E+04, 9.563945E+04, 1.071573E+05, 1.197152E+05, 1.334205E+05, 1.483892E+05, 1.647463E+05, 1.826266E+05, 2.021755E+05, 2.235493E+05, 2.469166E+05, 2.724590E+05, 3.003719E+05, 3.308659E+05, 3.641678E+05, 4.005214E+05, 4.401896E+05, 4.834550E+05, 5.306217E+05, 5.820165E+05, 6.379909E+05, 6.989225E+05, 7.652168E+05, 8.373091E+05, 9.156666E+05, 1.000790E+06, 1.093217E+06, 1.193523E+06, 1.302323E+06, 1.420279E+06, 1.548095E+06, 1.686527E+06, 1.836381E+06, 1.998520E+06, 2.173864E+06, 2.363397E+06, 2.568166E+06, 2.789290E+06, 3.027961E+06, 3.285448E+06, 3.563104E+06, 3.862368E+06, 4.184771E+06, 4.531944E+06, 4.905616E+06, 5.307629E+06, 5.739936E+06, 6.204613E+06, 6.703863E+06, 7.240020E+06, 7.815564E+06, 8.433119E+06, 9.095469E+06, 9.805559E+06, 1.056651E+07, 1.138163E+07, 1.225440E+07, 1.318853E+07, 1.418791E+07, 1.525668E+07, 1.639920E+07, 1.762006E+07, 1.892414E+07, 2.031655E+07, 2.180272E+07, 2.338834E+07, 2.507943E+07, 2.688234E+07, 2.880373E+07, 3.085064E+07, 3.303048E+07, 3.535103E+07, 3.782050E+07, 4.044751E+07, 4.324112E+07, 4.621087E+07, 4.936677E+07, 5.271934E+07, 5.627963E+07, 6.005924E+07, 6.407034E+07, 6.832572E+07, 7.283878E+07, 7.762356E+07, 8.269480E+07, 8.806795E+07, 9.375919E+07, 9.978547E+07, 1.061645E+08, 1.129150E+08, 1.200563E+08, 1.276088E+08, 1.355938E+08, 1.440336E+08, 1.529514E+08, 1.623717E+08, 1.723198E+08, 1.828225E+08, 1.939074E+08, 2.056036E+08, 2.179413E+08, 2.309523E+08, 2.446695E+08, 2.591273E+08, 2.743617E+08, 2.904102E+08, 3.073119E+08, 3.251074E+08, 3.438393E+08, 3.635518E+08, 3.842910E+08, 4.061049E+08, 4.290435E+08, 4.531588E+08, 4.785052E+08, 5.051389E+08, 5.331187E+08, 5.625056E+08, 5.933632E+08, 6.257574E+08, 6.597570E+08, 6.954334E+08, 7.328607E+08, 7.721161E+08, 8.132796E+08, 8.564345E+08, 9.016672E+08, 9.490674E+08, 9.987283E+08, 1.050747E+09, 1.105223E+09, 1.162261E+09, 1.221968E+09, 1.284458E+09, 1.349847E+09, 1.418253E+09, 1.489804E+09, 1.564628E+09, 1.642860E+09, 1.724638E+09, 1.810107E+09, 1.899416E+09, 1.992720E+09, 2.090179E+09, 2.191959E+09, 2.298231E+09, 2.409173E+09, 2.524970E+09, 2.645811E+09, 2.771894E+09, 2.903422E+09, 3.040606E+09, 3.183664E+09, 3.332821E+09, 3.488310E+09, 3.650373E+09, 3.819257E+09, 3.995222E+09, 4.178531E+09, 4.369461E+09, 4.568295E+09, ]) # ---------------------- M = 40, I = 2 --------------------------- M = 40 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.014586E+01, 1.400380E+03, 3.850470E+03, 7.056645E+03, 1.085863E+04, 1.517397E+04, 1.995524E+04, 2.517891E+04, 3.084126E+04, 3.695530E+04, 4.354822E+04, 5.065922E+04, 5.833802E+04, 6.664374E+04, 7.564409E+04, 8.541493E+04, 9.604001E+04, 1.076110E+05, 1.202274E+05, 1.339971E+05, 1.490367E+05, 1.654718E+05, 1.834380E+05, 2.030813E+05, 2.245589E+05, 2.480404E+05, 2.737081E+05, 3.017585E+05, 3.324034E+05, 3.658707E+05, 4.024056E+05, 4.422723E+05, 4.857550E+05, 5.331592E+05, 5.848137E+05, 6.410718E+05, 7.023131E+05, 7.689453E+05, 8.414060E+05, 9.201650E+05, 1.005726E+06, 1.098629E+06, 1.199452E+06, 1.308815E+06, 1.427382E+06, 1.555862E+06, 1.695014E+06, 1.845650E+06, 2.008636E+06, 2.184898E+06, 2.375424E+06, 2.581269E+06, 2.803557E+06, 3.043485E+06, 3.302331E+06, 3.581455E+06, 3.882303E+06, 4.206416E+06, 4.555432E+06, 4.931091E+06, 5.335245E+06, 5.769857E+06, 6.237015E+06, 6.738933E+06, 7.277960E+06, 7.856588E+06, 8.477456E+06, 9.143363E+06, 9.857272E+06, 1.062232E+07, 1.144183E+07, 1.231931E+07, 1.325848E+07, 1.426327E+07, 1.533782E+07, 1.648652E+07, 1.771400E+07, 1.902515E+07, 2.042513E+07, 2.191937E+07, 2.351362E+07, 2.521392E+07, 2.702665E+07, 2.895852E+07, 3.101660E+07, 3.320835E+07, 3.554159E+07, 3.802456E+07, 4.066595E+07, 4.347487E+07, 4.646089E+07, 4.963410E+07, 5.300508E+07, 5.658492E+07, 6.038531E+07, 6.441848E+07, 6.869728E+07, 7.323518E+07, 7.804633E+07, 8.314553E+07, 8.854833E+07, 9.427099E+07, 1.003306E+08, 1.067449E+08, 1.135327E+08, 1.207135E+08, 1.283078E+08, 1.363370E+08, 1.448235E+08, 1.537908E+08, 1.632633E+08, 1.732667E+08, 1.838276E+08, 1.949741E+08, 2.067353E+08, 2.191416E+08, 2.322250E+08, 2.460185E+08, 2.605568E+08, 2.758761E+08, 2.920141E+08, 3.090099E+08, 3.269047E+08, 3.457411E+08, 3.655636E+08, 3.864186E+08, 4.083543E+08, 4.314211E+08, 4.556712E+08, 4.811593E+08, 5.079420E+08, 5.360784E+08, 5.656298E+08, 5.966602E+08, 6.292359E+08, 6.634261E+08, 6.993024E+08, 7.369397E+08, 7.764152E+08, 8.178097E+08, 8.612069E+08, 9.066936E+08, 9.543600E+08, 1.004300E+09, 1.056611E+09, 1.111393E+09, 1.168752E+09, 1.228795E+09, 1.291637E+09, 1.357393E+09, 1.426185E+09, 1.498139E+09, 1.573384E+09, 1.652057E+09, 1.734296E+09, 1.820247E+09, 1.910060E+09, 2.003890E+09, 2.101899E+09, 2.204253E+09, 2.311125E+09, 2.422694E+09, 2.539145E+09, 2.660669E+09, 2.787464E+09, 2.919735E+09, 3.057694E+09, 3.201561E+09, 3.351562E+09, 3.507931E+09, 3.670911E+09, 3.840752E+09, 4.017712E+09, 4.202060E+09, 4.394071E+09, 4.594031E+09, ]) # ---------------------- M = 41, I = 1 --------------------------- M = 41 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.315131E+01, 1.079811E+03, 2.965691E+03, 5.436069E+03, 8.385490E+03, 1.180644E+04, 1.574958E+04, 2.029388E+04, 2.553119E+04, 3.156166E+04, 3.849468E+04, 4.645162E+04, 5.556906E+04, 6.600179E+04, 7.792578E+04, 9.154102E+04, 1.070745E+05, 1.247831E+05, 1.449571E+05, 1.679240E+05, 1.940520E+05, 2.237552E+05, 2.574980E+05, 2.958013E+05, 3.392479E+05, 3.884899E+05, 4.442559E+05, 5.073594E+05, 5.787080E+05, 6.593131E+05, 7.503014E+05, 8.529264E+05, 9.685822E+05, 1.098818E+06, 1.245353E+06, 1.410094E+06, 1.595158E+06, 1.802885E+06, 2.035868E+06, 2.296976E+06, 2.589376E+06, 2.916568E+06, 3.282415E+06, 3.691174E+06, 4.147540E+06, 4.656680E+06, 5.224279E+06, 5.856591E+06, 6.560485E+06, 7.343508E+06, 8.213936E+06, 9.180849E+06, 1.025420E+07, 1.144487E+07, 1.276479E+07, 1.422701E+07, 1.584577E+07, 1.763664E+07, 1.961662E+07, 2.180426E+07, 2.421975E+07, 2.688513E+07, 2.982439E+07, 3.306362E+07, 3.663123E+07, 4.055806E+07, 4.487764E+07, 4.962639E+07, 5.484381E+07, 6.057274E+07, 6.685963E+07, 7.375479E+07, 8.131271E+07, 8.959236E+07, 9.865750E+07, 1.085771E+08, 1.194257E+08, 1.312836E+08, 1.442379E+08, 1.583821E+08, 1.738174E+08, 1.906527E+08, 2.090052E+08, 2.290015E+08, 2.507774E+08, 2.744793E+08, 3.002646E+08, 3.283022E+08, 3.587741E+08, 3.918751E+08, 4.278148E+08, 4.668179E+08, 5.091253E+08, 5.549954E+08, 6.047049E+08, 6.585505E+08, 7.168495E+08, 7.799418E+08, 8.481907E+08, 9.219851E+08, 1.001740E+09, 1.087900E+09, 1.180939E+09, 1.281364E+09, 1.389714E+09, 1.506566E+09, 1.632536E+09, 1.768278E+09, 1.914492E+09, 2.071922E+09, 2.241360E+09, 2.423650E+09, 2.619690E+09, 2.830436E+09, 3.056904E+09, 3.300174E+09, 3.561394E+09, 3.841784E+09, 4.142639E+09, 4.465335E+09, 4.811331E+09, 5.182177E+09, 5.579515E+09, 6.005089E+09, 6.460744E+09, 6.948439E+09, 7.470246E+09, 8.028363E+09, 8.625114E+09, 9.262960E+09, 9.944506E+09, 1.067251E+10, 1.144988E+10, 1.227970E+10, 1.316522E+10, 1.410990E+10, 1.511735E+10, 1.619142E+10, 1.733617E+10, 1.855587E+10, 1.985503E+10, 2.123842E+10, 2.271106E+10, 2.427825E+10, 2.594556E+10, 2.771889E+10, 2.960444E+10, 3.160873E+10, 3.373864E+10, 3.600142E+10, 3.840468E+10, 4.095644E+10, 4.366516E+10, 4.653969E+10, 4.958938E+10, 5.282404E+10, 5.625398E+10, 5.989006E+10, 6.374364E+10, 6.782671E+10, 7.215183E+10, 7.673218E+10, 8.158161E+10, 8.671466E+10, 9.214658E+10, 9.789336E+10, 1.039718E+11, 1.103994E+11, 1.171948E+11, 1.243772E+11, 1.319668E+11, 1.399850E+11, 1.484539E+11, 1.573968E+11, 1.668382E+11, 1.768036E+11, ]) # ---------------------- M = 41, I = 2 --------------------------- M = 41 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 4.756468E+01, 2.228120E+03, 6.122297E+03, 1.122300E+04, 1.731317E+04, 2.437845E+04, 3.252465E+04, 4.191614E+04, 5.274423E+04, 6.521817E+04, 7.956715E+04, 9.604612E+04, 1.149423E+05, 1.365814E+05, 1.613342E+05, 1.896217E+05, 2.219220E+05, 2.587765E+05, 3.007971E+05, 3.486737E+05, 4.031834E+05, 4.651993E+05, 5.357021E+05, 6.157912E+05, 7.066979E+05, 8.098005E+05, 9.266395E+05, 1.058936E+06, 1.208610E+06, 1.377803E+06, 1.568902E+06, 1.784563E+06, 2.027740E+06, 2.301720E+06, 2.610149E+06, 2.957077E+06, 3.346993E+06, 3.784872E+06, 4.276222E+06, 4.827137E+06, 5.444356E+06, 6.135322E+06, 6.908250E+06, 7.772205E+06, 8.737178E+06, 9.814173E+06, 1.101530E+07, 1.235389E+07, 1.384459E+07, 1.550347E+07, 1.734820E+07, 1.939814E+07, 2.167453E+07, 2.420060E+07, 2.700184E+07, 3.010607E+07, 3.354375E+07, 3.734815E+07, 4.155558E+07, 4.620567E+07, 5.134166E+07, 5.701064E+07, 6.326393E+07, 7.015737E+07, 7.775173E+07, 8.611306E+07, 9.531315E+07, 1.054300E+08, 1.165481E+08, 1.287594E+08, 1.421633E+08, 1.568678E+08, 1.729895E+08, 1.906549E+08, 2.100008E+08, 2.311751E+08, 2.543376E+08, 2.796608E+08, 3.073314E+08, 3.375503E+08, 3.705345E+08, 4.065179E+08, 4.457524E+08, 4.885096E+08, 5.350814E+08, 5.857824E+08, 6.409505E+08, 7.009493E+08, 7.661692E+08, 8.370298E+08, 9.139812E+08, 9.975068E+08, 1.088125E+09, 1.186391E+09, 1.292901E+09, 1.408292E+09, 1.533248E+09, 1.668500E+09, 1.814831E+09, 1.973077E+09, 2.144133E+09, 2.328955E+09, 2.528564E+09, 2.744052E+09, 2.976580E+09, 3.227394E+09, 3.497816E+09, 3.789260E+09, 4.103232E+09, 4.441336E+09, 4.805281E+09, 5.196886E+09, 5.618088E+09, 6.070948E+09, 6.557656E+09, 7.080543E+09, 7.642086E+09, 8.244916E+09, 8.891828E+09, 9.585791E+09, 1.032996E+10, 1.112766E+10, 1.198246E+10, 1.289812E+10, 1.387861E+10, 1.492818E+10, 1.605128E+10, 1.725268E+10, 1.853739E+10, 1.991072E+10, 2.137831E+10, 2.294611E+10, 2.462041E+10, 2.640788E+10, 2.831554E+10, 3.035083E+10, 3.252162E+10, 3.483620E+10, 3.730333E+10, 3.993226E+10, 4.273276E+10, 4.571512E+10, 4.889021E+10, 5.226948E+10, 5.586501E+10, 5.968954E+10, 6.375646E+10, 6.807992E+10, 7.267480E+10, 7.755676E+10, 8.274231E+10, 8.824879E+10, 9.409449E+10, 1.002986E+11, 1.068814E+11, 1.138640E+11, 1.212689E+11, 1.291194E+11, 1.374404E+11, 1.462576E+11, 1.555982E+11, 1.654910E+11, 1.759658E+11, 1.870541E+11, 1.987891E+11, 2.112053E+11, 2.243391E+11, 2.382286E+11, 2.529139E+11, 2.684368E+11, 2.848412E+11, 3.021733E+11, 3.204811E+11, 3.398152E+11, 3.602284E+11, 3.817762E+11, ]) # ---------------------- M = 41, I = 3 --------------------------- M = 41 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 4.640829E+01, 2.165303E+03, 5.949088E+03, 1.090578E+04, 1.682930E+04, 2.371551E+04, 3.167737E+04, 4.088260E+04, 5.152311E+04, 6.380713E+04, 7.796181E+04, 9.423931E+04, 1.129235E+05, 1.343366E+05, 1.588447E+05, 1.868645E+05, 2.188692E+05, 2.553945E+05, 2.970463E+05, 3.445084E+05, 3.985504E+05, 4.600380E+05, 5.299431E+05, 6.093559E+05, 6.994976E+05, 8.017346E+05, 9.175952E+05, 1.048786E+06, 1.197212E+06, 1.364999E+06, 1.554512E+06, 1.768388E+06, 2.009559E+06, 2.281283E+06, 2.587180E+06, 2.931268E+06, 3.318001E+06, 3.752316E+06, 4.239679E+06, 4.786137E+06, 5.398376E+06, 6.083784E+06, 6.850514E+06, 7.707561E+06, 8.664841E+06, 9.733275E+06, 1.092489E+07, 1.225290E+07, 1.373184E+07, 1.537769E+07, 1.720796E+07, 1.924188E+07, 2.150051E+07, 2.400695E+07, 2.678645E+07, 2.986667E+07, 3.327782E+07, 3.705292E+07, 4.122803E+07, 4.584250E+07, 5.093921E+07, 5.656495E+07, 6.277064E+07, 6.961172E+07, 7.714850E+07, 8.544659E+07, 9.457722E+07, 1.046178E+08, 1.156524E+08, 1.277720E+08, 1.410755E+08, 1.556700E+08, 1.716714E+08, 1.892051E+08, 2.084071E+08, 2.294241E+08, 2.524148E+08, 2.775507E+08, 3.050167E+08, 3.350126E+08, 3.677537E+08, 4.034723E+08, 4.424186E+08, 4.848620E+08, 5.310927E+08, 5.814227E+08, 6.361877E+08, 6.957486E+08, 7.604932E+08, 8.308379E+08, 9.072299E+08, 9.901490E+08, 1.080110E+09, 1.177664E+09, 1.283403E+09, 1.397960E+09, 1.522014E+09, 1.656291E+09, 1.801568E+09, 1.958675E+09, 2.128501E+09, 2.311996E+09, 2.510172E+09, 2.724114E+09, 2.954978E+09, 3.203997E+09, 3.472486E+09, 3.761848E+09, 4.073580E+09, 4.409273E+09, 4.770625E+09, 5.159443E+09, 5.577650E+09, 6.027291E+09, 6.510543E+09, 7.029720E+09, 7.587282E+09, 8.185841E+09, 8.828174E+09, 9.517228E+09, 1.025613E+10, 1.104820E+10, 1.189697E+10, 1.280617E+10, 1.377975E+10, 1.482192E+10, 1.593712E+10, 1.713006E+10, 1.840573E+10, 1.976942E+10, 2.122670E+10, 2.278350E+10, 2.444605E+10, 2.622098E+10, 2.811528E+10, 3.013632E+10, 3.229192E+10, 3.459030E+10, 3.704019E+10, 3.965075E+10, 4.243169E+10, 4.539323E+10, 4.854616E+10, 5.190187E+10, 5.547234E+10, 5.927022E+10, 6.330882E+10, 6.760219E+10, 7.216510E+10, 7.701311E+10, 8.216261E+10, 8.763084E+10, 9.343594E+10, 9.959700E+10, 1.061341E+11, 1.130683E+11, 1.204218E+11, 1.282180E+11, 1.364812E+11, 1.452374E+11, 1.545134E+11, 1.643377E+11, 1.747400E+11, 1.857517E+11, 1.974056E+11, 2.097360E+11, 2.227790E+11, 2.365727E+11, 2.511566E+11, 2.665724E+11, 2.828637E+11, 3.000762E+11, 3.182578E+11, 3.374587E+11, 3.577313E+11, 3.791307E+11, ]) # ---------------------- M = 41, I = 4 --------------------------- M = 41 I = 4 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 9.539916E+01, 4.470892E+03, 1.228501E+04, 2.252154E+04, 3.475468E+04, 4.897554E+04, 6.541725E+04, 8.442665E+04, 1.064017E+05, 1.317753E+05, 1.610212E+05, 1.946663E+05, 2.333045E+05, 2.776101E+05, 3.283502E+05, 3.863976E+05, 4.527432E+05, 5.285101E+05, 6.149681E+05, 7.135503E+05, 8.258710E+05, 9.537460E+05, 1.099215E+06, 1.264566E+06, 1.452364E+06, 1.665478E+06, 1.907122E+06, 2.180882E+06, 2.490766E+06, 2.841242E+06, 3.237293E+06, 3.684466E+06, 4.188938E+06, 4.757571E+06, 5.397996E+06, 6.118680E+06, 6.929018E+06, 7.839421E+06, 8.861424E+06, 1.000779E+07, 1.129264E+07, 1.273156E+07, 1.434179E+07, 1.614232E+07, 1.815412E+07, 2.040028E+07, 2.290621E+07, 2.569988E+07, 2.881206E+07, 3.227651E+07, 3.613034E+07, 4.041424E+07, 4.517284E+07, 5.045502E+07, 5.631431E+07, 6.280930E+07, 7.000402E+07, 7.796850E+07, 8.677916E+07, 9.651945E+07, 1.072804E+08, 1.191612E+08, 1.322698E+08, 1.467241E+08, 1.626520E+08, 1.801928E+08, 1.994978E+08, 2.207313E+08, 2.440718E+08, 2.697130E+08, 2.978648E+08, 3.287546E+08, 3.626291E+08, 3.997549E+08, 4.404208E+08, 4.849391E+08, 5.336473E+08, 5.869099E+08, 6.451208E+08, 7.087047E+08, 7.781201E+08, 8.538612E+08, 9.364606E+08, 1.026492E+09, 1.124573E+09, 1.231368E+09, 1.347593E+09, 1.474015E+09, 1.611462E+09, 1.760820E+09, 1.923041E+09, 2.099150E+09, 2.290241E+09, 2.497492E+09, 2.722164E+09, 2.965606E+09, 3.229265E+09, 3.514690E+09, 3.823537E+09, 4.157580E+09, 4.518712E+09, 4.908959E+09, 5.330485E+09, 5.785601E+09, 6.276774E+09, 6.806635E+09, 7.377994E+09, 7.993846E+09, 8.657381E+09, 9.372002E+09, 1.014133E+10, 1.096923E+10, 1.185980E+10, 1.281742E+10, 1.384672E+10, 1.495267E+10, 1.614050E+10, 1.741580E+10, 1.878451E+10, 2.025292E+10, 2.182772E+10, 2.351600E+10, 2.532529E+10, 2.726358E+10, 2.933934E+10, 3.156152E+10, 3.393966E+10, 3.648380E+10, 3.920463E+10, 4.211343E+10, 4.522214E+10, 4.854343E+10, 5.209065E+10, 5.587795E+10, 5.992028E+10, 6.423345E+10, 6.883414E+10, 7.373998E+10, 7.896960E+10, 8.454265E+10, 9.047989E+10, 9.680319E+10, 1.035357E+11, 1.107016E+11, 1.183268E+11, 1.264382E+11, 1.350644E+11, 1.442354E+11, 1.539828E+11, 1.643401E+11, 1.753422E+11, 1.870260E+11, 1.994305E+11, 2.125965E+11, 2.265670E+11, 2.413872E+11, 2.571045E+11, 2.737690E+11, 2.914332E+11, 3.101521E+11, 3.299836E+11, 3.509886E+11, 3.732309E+11, 3.967775E+11, 4.216988E+11, 4.480684E+11, 4.759638E+11, 5.054661E+11, 5.366605E+11, 5.696362E+11, 6.044865E+11, 6.413096E+11, 6.802081E+11, 7.212894E+11, 7.646663E+11, 8.104566E+11, ]) # ---------------------- M = 42, I = 1 --------------------------- M = 42 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, ]) # ---------------------- M = 43, I = 1 --------------------------- M = 43 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.019112E+01, 1.905753E+02, 3.807665E+02, 5.762817E+02, 7.905060E+02, 1.038159E+03, 1.333345E+03, 1.691617E+03, 2.131702E+03, 2.676627E+03, 3.354709E+03, 4.200671E+03, 5.256974E+03, 6.575423E+03, 8.219051E+03, 1.026434E+04, 1.280384E+04, 1.594915E+04, 1.983447E+04, 2.462068E+04, 3.050003E+04, 3.770160E+04, 4.649756E+04, 5.721039E+04, 7.022113E+04, 8.597887E+04, 1.050115E+05, 1.279381E+05, 1.554830E+05, 1.884915E+05, 2.279483E+05, 2.749977E+05, 3.309668E+05, 3.973918E+05, 4.760472E+05, 5.689788E+05, 6.785415E+05, 8.074402E+05, 9.587774E+05, 1.136105E+06, 1.343483E+06, 1.585544E+06, 1.867567E+06, 2.195558E+06, 2.576338E+06, 3.017647E+06, 3.528251E+06, 4.118066E+06, 4.798292E+06, 5.581567E+06, 6.482126E+06, 7.515994E+06, 8.701176E+06, 1.005789E+07, 1.160879E+07, 1.337926E+07, 1.539769E+07, 1.769582E+07, 2.030904E+07, 2.327685E+07, 2.664322E+07, 3.045709E+07, 3.477285E+07, 3.965090E+07, 4.515827E+07, 5.136922E+07, 5.836599E+07, 6.623958E+07, 7.509054E+07, 8.502994E+07, 9.618032E+07, 1.086768E+08, 1.226681E+08, 1.383180E+08, 1.558067E+08, 1.753321E+08, 1.971114E+08, 2.213829E+08, 2.484083E+08, 2.784735E+08, 3.118921E+08, 3.490069E+08, 3.901925E+08, 4.358585E+08, 4.864516E+08, 5.424591E+08, 6.044125E+08, 6.728905E+08, 7.485237E+08, 8.319970E+08, 9.240564E+08, 1.025512E+09, 1.137243E+09, 1.260205E+09, 1.395433E+09, 1.544051E+09, 1.707273E+09, 1.886418E+09, 2.082910E+09, 2.298291E+09, 2.534229E+09, 2.792522E+09, 3.075116E+09, 3.384109E+09, 3.721764E+09, 4.090522E+09, 4.493014E+09, 4.932072E+09, 5.410747E+09, 5.932319E+09, 6.500319E+09, 7.118541E+09, 7.791064E+09, 8.522268E+09, 9.316850E+09, 1.017986E+10, 1.111670E+10, 1.213319E+10, 1.323554E+10, 1.443039E+10, 1.572490E+10, 1.712669E+10, 1.864393E+10, 2.028536E+10, 2.206030E+10, 2.397874E+10, 2.605133E+10, 2.828946E+10, 3.070527E+10, 3.331171E+10, 3.612261E+10, 3.915271E+10, 4.241771E+10, 4.593434E+10, 4.972043E+10, 5.379494E+10, 5.817805E+10, 6.289125E+10, 6.795741E+10, 7.340077E+10, 7.924717E+10, 8.552402E+10, 9.226047E+10, 9.948742E+10, 1.072377E+11, 1.155462E+11, 1.244497E+11, 1.339876E+11, 1.442013E+11, 1.551348E+11, 1.668348E+11, 1.793507E+11, 1.927348E+11, 2.070423E+11, 2.223319E+11, 2.386657E+11, 2.561090E+11, 2.747312E+11, 2.946056E+11, 3.158095E+11, 3.384248E+11, 3.625376E+11, 3.882395E+11, 4.156265E+11, 4.448002E+11, 4.758678E+11, 5.089422E+11, 5.441429E+11, 5.815953E+11, 6.214321E+11, 6.637927E+11, 7.088241E+11, 7.566812E+11, 8.075271E+11, 8.615336E+11, 9.188811E+11, ]) # ---------------------- M = 44, I = 1 --------------------------- M = 44 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.957662E+01, 5.518291E+02, 1.102633E+03, 1.668279E+03, 2.286281E+03, 2.997450E+03, 3.838554E+03, 4.846743E+03, 6.063697E+03, 7.537981E+03, 9.326765E+03, 1.149723E+04, 1.412808E+04, 1.731129E+04, 2.115428E+04, 2.578174E+04, 3.133815E+04, 3.799064E+04, 4.593183E+04, 5.538330E+04, 6.659913E+04, 7.986998E+04, 9.552786E+04, 1.139507E+05, 1.355685E+05, 1.608685E+05, 1.904027E+05, 2.247946E+05, 2.647478E+05, 3.110535E+05, 3.646019E+05, 4.263913E+05, 4.975399E+05, 5.792987E+05, 6.730643E+05, 7.803938E+05, 9.030217E+05, 1.042876E+06, 1.202097E+06, 1.383060E+06, 1.588392E+06, 1.821003E+06, 2.084105E+06, 2.381241E+06, 2.716320E+06, 3.093641E+06, 3.517933E+06, 3.994391E+06, 4.528714E+06, 5.127151E+06, 5.796541E+06, 6.544370E+06, 7.378816E+06, 8.308808E+06, 9.344088E+06, 1.049527E+07, 1.177392E+07, 1.319260E+07, 1.476499E+07, 1.650593E+07, 1.843154E+07, 2.055927E+07, 2.290806E+07, 2.549840E+07, 2.835243E+07, 3.149414E+07, 3.494939E+07, 3.874612E+07, 4.291446E+07, 4.748690E+07, 5.249840E+07, 5.798665E+07, 6.399214E+07, 7.055842E+07, 7.773230E+07, 8.556400E+07, 9.410744E+07, 1.034204E+08, 1.135649E+08, 1.246073E+08, 1.366186E+08, 1.496748E+08, 1.638572E+08, 1.792528E+08, 1.959542E+08, 2.140605E+08, 2.336775E+08, 2.549180E+08, 2.779020E+08, 3.027576E+08, 3.296212E+08, 3.586378E+08, 3.899621E+08, 4.237580E+08, 4.602001E+08, 4.994740E+08, 5.417764E+08, 5.873165E+08, 6.363159E+08, 6.890100E+08, 7.456480E+08, 8.064942E+08, 8.718285E+08, 9.419473E+08, 1.017164E+09, 1.097811E+09, 1.184239E+09, 1.276819E+09, 1.375943E+09, 1.482026E+09, 1.595504E+09, 1.716839E+09, 1.846519E+09, 1.985058E+09, 2.132997E+09, 2.290908E+09, 2.459392E+09, 2.639085E+09, 2.830653E+09, 3.034800E+09, 3.252265E+09, 3.483827E+09, 3.730304E+09, 3.992557E+09, 4.271490E+09, 4.568055E+09, 4.883248E+09, 5.218118E+09, 5.573767E+09, 5.951348E+09, 6.352075E+09, 6.777217E+09, 7.228108E+09, 7.706145E+09, 8.212792E+09, 8.749583E+09, 9.318127E+09, 9.920104E+09, 1.055728E+10, 1.123149E+10, 1.194468E+10, 1.269885E+10, 1.349612E+10, 1.433869E+10, 1.522888E+10, 1.616909E+10, 1.716185E+10, 1.820978E+10, 1.931564E+10, 2.048228E+10, 2.171272E+10, 2.301006E+10, 2.437758E+10, 2.581868E+10, 2.733690E+10, 2.893594E+10, 3.061966E+10, 3.239208E+10, 3.425739E+10, 3.621994E+10, 3.828429E+10, 4.045517E+10, 4.273749E+10, 4.513640E+10, 4.765723E+10, 5.030553E+10, 5.308708E+10, 5.600790E+10, 5.907422E+10, 6.229255E+10, 6.566964E+10, 6.921252E+10, 7.292848E+10, 7.682509E+10, 8.091023E+10, 8.519208E+10, ]) # ---------------------- M = 44, I = 2 --------------------------- M = 44 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.026479E+01, 3.788677E+02, 7.570816E+02, 1.145507E+03, 1.569915E+03, 2.058345E+03, 2.636068E+03, 3.328628E+03, 4.164690E+03, 5.177665E+03, 6.406892E+03, 7.898611E+03, 9.707022E+03, 1.189546E+04, 1.453793E+04, 1.772040E+04, 2.154245E+04, 2.611938E+04, 3.158409E+04, 3.808955E+04, 4.581120E+04, 5.494989E+04, 6.573509E+04, 7.842821E+04, 9.332667E+04, 1.107679E+05, 1.311340E+05, 1.548574E+05, 1.824256E+05, 2.143877E+05, 2.513616E+05, 2.940409E+05, 3.432024E+05, 3.997164E+05, 4.645548E+05, 5.388019E+05, 6.236663E+05, 7.204925E+05, 8.307742E+05, 9.561694E+05, 1.098515E+06, 1.259846E+06, 1.442409E+06, 1.648688E+06, 1.881421E+06, 2.143626E+06, 2.438622E+06, 2.770061E+06, 3.141951E+06, 3.558689E+06, 4.025097E+06, 4.546452E+06, 5.128527E+06, 5.777632E+06, 6.500654E+06, 7.305109E+06, 8.199187E+06, 9.191807E+06, 1.029267E+07, 1.151234E+07, 1.286226E+07, 1.435488E+07, 1.600369E+07, 1.782331E+07, 1.982959E+07, 2.203965E+07, 2.447203E+07, 2.714675E+07, 3.008544E+07, 3.331144E+07, 3.684992E+07, 4.072800E+07, 4.497489E+07, 4.962204E+07, 5.470328E+07, 6.025497E+07, 6.631617E+07, 7.292885E+07, 8.013801E+07, 8.799194E+07, 9.654241E+07, 1.058449E+08, 1.159587E+08, 1.269474E+08, 1.388789E+08, 1.518261E+08, 1.658664E+08, 1.810828E+08, 1.975638E+08, 2.154040E+08, 2.347039E+08, 2.555711E+08, 2.781199E+08, 3.024721E+08, 3.287576E+08, 3.571142E+08, 3.876889E+08, 4.206376E+08, 4.561262E+08, 4.943310E+08, 5.354389E+08, 5.796485E+08, 6.271706E+08, 6.782284E+08, 7.330590E+08, 7.919132E+08, 8.550571E+08, 9.227721E+08, 9.953563E+08, 1.073125E+09, 1.156413E+09, 1.245571E+09, 1.340974E+09, 1.443015E+09, 1.552110E+09, 1.668700E+09, 1.793248E+09, 1.926244E+09, 2.068205E+09, 2.219676E+09, 2.381232E+09, 2.553477E+09, 2.737051E+09, 2.932625E+09, 3.140908E+09, 3.362643E+09, 3.598617E+09, 3.849653E+09, 4.116620E+09, 4.400430E+09, 4.702043E+09, 5.022468E+09, 5.362763E+09, 5.724042E+09, 6.107473E+09, 6.514284E+09, 6.945762E+09, 7.403258E+09, 7.888191E+09, 8.402048E+09, 8.946386E+09, 9.522842E+09, 1.013313E+10, 1.077904E+10, 1.146245E+10, 1.218534E+10, 1.294977E+10, 1.375789E+10, 1.461196E+10, 1.551435E+10, 1.646753E+10, 1.747409E+10, 1.853673E+10, 1.965827E+10, 2.084169E+10, 2.209005E+10, 2.340660E+10, 2.479470E+10, 2.625787E+10, 2.779978E+10, 2.942429E+10, 3.113539E+10, 3.293726E+10, 3.483426E+10, 3.683096E+10, 3.893208E+10, 4.114258E+10, 4.346763E+10, 4.591259E+10, 4.848308E+10, 5.118493E+10, 5.402423E+10, 5.700733E+10, 6.014081E+10, 6.343157E+10, 6.688675E+10, ]) # ---------------------- M = 44, I = 3 --------------------------- M = 44 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 5.938131E+01, 1.108247E+03, 2.214517E+03, 3.350727E+03, 4.592300E+03, 6.021313E+03, 7.711766E+03, 9.738490E+03, 1.218549E+04, 1.515071E+04, 1.874951E+04, 2.311752E+04, 2.841381E+04, 3.482427E+04, 4.256628E+04, 5.189234E+04, 6.309521E+04, 7.651387E+04, 9.253932E+04, 1.116218E+05, 1.342779E+05, 1.610995E+05, 1.927630E+05, 2.300395E+05, 2.738067E+05, 3.250609E+05, 3.849317E+05, 4.546970E+05, 5.357995E+05, 6.298651E+05, 7.387238E+05, 8.644319E+05, 1.009295E+06, 1.175895E+06, 1.367122E+06, 1.586198E+06, 1.836720E+06, 2.122693E+06, 2.448568E+06, 2.819290E+06, 3.240346E+06, 3.717812E+06, 4.258411E+06, 4.869576E+06, 5.559511E+06, 6.337263E+06, 7.212800E+06, 8.197089E+06, 9.302184E+06, 1.054133E+07, 1.192904E+07, 1.348124E+07, 1.521536E+07, 1.715048E+07, 1.930742E+07, 2.170896E+07, 2.437993E+07, 2.734741E+07, 3.064087E+07, 3.429243E+07, 3.833699E+07, 4.281248E+07, 4.776010E+07, 5.322453E+07, 5.925423E+07, 6.590171E+07, 7.322381E+07, 8.128204E+07, 9.014290E+07, 9.987824E+07, 1.105657E+08, 1.222889E+08, 1.351382E+08, 1.492109E+08, 1.646119E+08, 1.814539E+08, 1.998583E+08, 2.199558E+08, 2.418865E+08, 2.658011E+08, 2.918612E+08, 3.202405E+08, 3.511248E+08, 3.847136E+08, 4.212204E+08, 4.608738E+08, 5.039185E+08, 5.506162E+08, 6.012466E+08, 6.561088E+08, 7.155218E+08, 7.798268E+08, 8.493872E+08, 9.245912E+08, 1.005852E+09, 1.093611E+09, 1.188338E+09, 1.290532E+09, 1.400726E+09, 1.519485E+09, 1.647413E+09, 1.785148E+09, 1.933372E+09, 2.092806E+09, 2.264219E+09, 2.448424E+09, 2.646286E+09, 2.858721E+09, 3.086701E+09, 3.331257E+09, 3.593479E+09, 3.874525E+09, 4.175617E+09, 4.498052E+09, 4.843200E+09, 5.212513E+09, 5.607523E+09, 6.029851E+09, 6.481212E+09, 6.963415E+09, 7.478371E+09, 8.028099E+09, 8.614729E+09, 9.240508E+09, 9.907808E+09, 1.061913E+10, 1.137711E+10, 1.218453E+10, 1.304431E+10, 1.395953E+10, 1.493346E+10, 1.596950E+10, 1.707126E+10, 1.824252E+10, 1.948726E+10, 2.080968E+10, 2.221419E+10, 2.370541E+10, 2.528822E+10, 2.696772E+10, 2.874930E+10, 3.063859E+10, 3.264151E+10, 3.476429E+10, 3.701345E+10, 3.939584E+10, 4.191864E+10, 4.458939E+10, 4.741597E+10, 5.040668E+10, 5.357018E+10, 5.691557E+10, 6.045237E+10, 6.419056E+10, 6.814058E+10, 7.231337E+10, 7.672038E+10, 8.137359E+10, 8.628553E+10, 9.146932E+10, 9.693866E+10, 1.027079E+11, 1.087920E+11, 1.152067E+11, 1.219684E+11, 1.290941E+11, 1.366017E+11, 1.445099E+11, 1.528383E+11, 1.616071E+11, 1.708377E+11, 1.805521E+11, 1.907737E+11, 2.015265E+11, 2.128357E+11, 2.247276E+11, ]) # ---------------------- M = 44, I = 4 --------------------------- M = 44 I = 4 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 5.938661E+01, 1.108336E+03, 2.214589E+03, 3.350570E+03, 4.591574E+03, 6.019498E+03, 7.708091E+03, 9.731833E+03, 1.217425E+04, 1.513263E+04, 1.872146E+04, 2.307521E+04, 2.835138E+04, 3.473390E+04, 4.243751E+04, 5.171140E+04, 6.284408E+04, 7.616915E+04, 9.207088E+04, 1.109911E+05, 1.334360E+05, 1.599844E+05, 1.912971E+05, 2.281258E+05, 2.713248E+05, 3.218620E+05, 3.808325E+05, 4.494733E+05, 5.291779E+05, 6.215133E+05, 7.282402E+05, 8.513320E+05, 9.929969E+05, 1.155703E+06, 1.342204E+06, 1.555566E+06, 1.799202E+06, 2.076901E+06, 2.392867E+06, 2.751758E+06, 3.158724E+06, 3.619459E+06, 4.140242E+06, 4.727999E+06, 5.390348E+06, 6.135671E+06, 6.973171E+06, 7.912946E+06, 8.966061E+06, 1.014463E+07, 1.146190E+07, 1.293235E+07, 1.457177E+07, 1.639738E+07, 1.842795E+07, 2.068389E+07, 2.318741E+07, 2.596262E+07, 2.903569E+07, 3.243502E+07, 3.619134E+07, 4.033796E+07, 4.491089E+07, 4.994905E+07, 5.549449E+07, 6.159258E+07, 6.829223E+07, 7.564616E+07, 8.371114E+07, 9.254824E+07, 1.022231E+08, 1.128064E+08, 1.243737E+08, 1.370064E+08, 1.507918E+08, 1.658230E+08, 1.822004E+08, 2.000307E+08, 2.194287E+08, 2.405167E+08, 2.634254E+08, 2.882945E+08, 3.152730E+08, 3.445196E+08, 3.762037E+08, 4.105057E+08, 4.476175E+08, 4.877435E+08, 5.311009E+08, 5.779207E+08, 6.284482E+08, 6.829439E+08, 7.416843E+08, 8.049627E+08, 8.730900E+08, 9.463957E+08, 1.025229E+09, 1.109959E+09, 1.200977E+09, 1.298696E+09, 1.403554E+09, 1.516013E+09, 1.636560E+09, 1.765712E+09, 1.904012E+09, 2.052033E+09, 2.210381E+09, 2.379692E+09, 2.560640E+09, 2.753931E+09, 2.960311E+09, 3.180562E+09, 3.415509E+09, 3.666020E+09, 3.933004E+09, 4.217420E+09, 4.520273E+09, 4.842618E+09, 5.185562E+09, 5.550269E+09, 5.937956E+09, 6.349900E+09, 6.787441E+09, 7.251982E+09, 7.744989E+09, 8.268002E+09, 8.822629E+09, 9.410552E+09, 1.003353E+10, 1.069341E+10, 1.139211E+10, 1.213163E+10, 1.291408E+10, 1.374165E+10, 1.461662E+10, 1.554138E+10, 1.651842E+10, 1.755032E+10, 1.863980E+10, 1.978967E+10, 2.100286E+10, 2.228244E+10, 2.363158E+10, 2.505360E+10, 2.655195E+10, 2.813020E+10, 2.979208E+10, 3.154147E+10, 3.338240E+10, 3.531905E+10, 3.735576E+10, 3.949704E+10, 4.174758E+10, 4.411223E+10, 4.659605E+10, 4.920424E+10, 5.194225E+10, 5.481567E+10, 5.783035E+10, 6.099230E+10, 6.430779E+10, 6.778327E+10, 7.142544E+10, 7.524123E+10, 7.923781E+10, 8.342260E+10, 8.780325E+10, 9.238769E+10, 9.718412E+10, 1.022010E+11, 1.074470E+11, 1.129313E+11, 1.186630E+11, 1.246519E+11, 1.309079E+11, 1.374411E+11, ]) # ---------------------- M = 44, I = 5 --------------------------- M = 44 I = 5 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.090077E+01, 1.138773E+03, 2.275792E+03, 3.443921E+03, 4.720878E+03, 6.191305E+03, 7.931657E+03, 1.001940E+04, 1.254164E+04, 1.560008E+04, 1.931466E+04, 2.382667E+04, 2.930200E+04, 3.593494E+04, 4.395300E+04, 5.362102E+04, 6.524665E+04, 7.918681E+04, 9.585408E+04, 1.157246E+05, 1.393459E+05, 1.673468E+05, 2.004476E+05, 2.394715E+05, 2.853580E+05, 3.391763E+05, 4.021417E+05, 4.756331E+05, 5.612115E+05, 6.606413E+05, 7.759143E+05, 9.092750E+05, 1.063248E+06, 1.240670E+06, 1.444723E+06, 1.678972E+06, 1.947406E+06, 2.254480E+06, 2.605165E+06, 3.005004E+06, 3.460163E+06, 3.977501E+06, 4.564632E+06, 5.230003E+06, 5.982976E+06, 6.833909E+06, 7.794262E+06, 8.876687E+06, 1.009515E+07, 1.146505E+07, 1.300334E+07, 1.472869E+07, 1.666160E+07, 1.882462E+07, 2.124247E+07, 2.394228E+07, 2.695376E+07, 3.030945E+07, 3.404492E+07, 3.819908E+07, 4.281440E+07, 4.793725E+07, 5.361820E+07, 5.991235E+07, 6.687972E+07, 7.458561E+07, 8.310104E+07, 9.250322E+07, 1.028760E+08, 1.143103E+08, 1.269049E+08, 1.407668E+08, 1.560118E+08, 1.727656E+08, 1.911638E+08, 2.113534E+08, 2.334931E+08, 2.577542E+08, 2.843221E+08, 3.133963E+08, 3.451922E+08, 3.799422E+08, 4.178961E+08, 4.593235E+08, 5.045140E+08, 5.537796E+08, 6.074553E+08, 6.659014E+08, 7.295048E+08, 7.986808E+08, 8.738752E+08, 9.555661E+08, 1.044266E+09, 1.140524E+09, 1.244930E+09, 1.358112E+09, 1.480745E+09, 1.613551E+09, 1.757301E+09, 1.912819E+09, 2.080987E+09, 2.262745E+09, 2.459099E+09, 2.671121E+09, 2.899954E+09, 3.146818E+09, 3.413014E+09, 3.699928E+09, 4.009035E+09, 4.341907E+09, 4.700218E+09, 5.085748E+09, 5.500390E+09, 5.946158E+09, 6.425194E+09, 6.939770E+09, 7.492304E+09, 8.085362E+09, 8.721666E+09, 9.404108E+09, 1.013575E+10, 1.091986E+10, 1.175986E+10, 1.265943E+10, 1.362243E+10, 1.465296E+10, 1.575536E+10, 1.693424E+10, 1.819446E+10, 1.954117E+10, 2.097981E+10, 2.251614E+10, 2.415625E+10, 2.590657E+10, 2.777389E+10, 2.976540E+10, 3.188867E+10, 3.415170E+10, 3.656294E+10, 3.913129E+10, 4.186616E+10, 4.477745E+10, 4.787562E+10, 5.117167E+10, 5.467720E+10, 5.840445E+10, 6.236629E+10, 6.657628E+10, 7.104869E+10, 7.579854E+10, 8.084163E+10, 8.619460E+10, 9.187493E+10, 9.790101E+10, 1.042922E+11, 1.110687E+11, 1.182520E+11, 1.258645E+11, 1.339296E+11, 1.424723E+11, 1.515183E+11, 1.610951E+11, 1.712311E+11, 1.819564E+11, 1.933025E+11, 2.053023E+11, 2.179905E+11, 2.314034E+11, 2.455790E+11, 2.605572E+11, 2.763796E+11, 2.930901E+11, 3.107345E+11, 3.293607E+11, 3.490188E+11, 3.697615E+11, ]) # ---------------------- M = 44, I = 6 --------------------------- M = 44 I = 6 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 4.755283E+01, 8.917192E+02, 1.782495E+03, 2.702949E+03, 3.721375E+03, 4.909994E+03, 6.337485E+03, 8.078305E+03, 1.021922E+04, 1.286259E+04, 1.613004E+04, 2.016576E+04, 2.514031E+04, 3.125496E+04, 3.874699E+04, 4.789457E+04, 5.902344E+04, 7.251376E+04, 8.880723E+04, 1.084165E+05, 1.319339E+05, 1.600430E+05, 1.935301E+05, 2.332972E+05, 2.803772E+05, 3.359502E+05, 4.013610E+05, 4.781392E+05, 5.680217E+05, 6.729762E+05, 7.952284E+05, 9.372903E+05, 1.101993E+06, 1.292522E+06, 1.512454E+06, 1.765801E+06, 2.057055E+06, 2.391235E+06, 2.773948E+06, 3.211440E+06, 3.710667E+06, 4.279359E+06, 4.926097E+06, 5.660397E+06, 6.492793E+06, 7.434939E+06, 8.499703E+06, 9.701287E+06, 1.105534E+07, 1.257909E+07, 1.429147E+07, 1.621329E+07, 1.836739E+07, 2.077878E+07, 2.347487E+07, 2.648563E+07, 2.984384E+07, 3.358525E+07, 3.774889E+07, 4.237729E+07, 4.751677E+07, 5.321771E+07, 5.953488E+07, 6.652777E+07, 7.426095E+07, 8.280442E+07, 9.223405E+07, 1.026320E+08, 1.140870E+08, 1.266953E+08, 1.405605E+08, 1.557947E+08, 1.725188E+08, 1.908630E+08, 2.109676E+08, 2.329838E+08, 2.570740E+08, 2.834131E+08, 3.121888E+08, 3.436027E+08, 3.778713E+08, 4.152266E+08, 4.559173E+08, 5.002100E+08, 5.483899E+08, 6.007624E+08, 6.576539E+08, 7.194134E+08, 7.864137E+08, 8.590528E+08, 9.377556E+08, 1.022975E+09, 1.115194E+09, 1.214928E+09, 1.322724E+09, 1.439167E+09, 1.564877E+09, 1.700514E+09, 1.846781E+09, 2.004423E+09, 2.174233E+09, 2.357051E+09, 2.553770E+09, 2.765338E+09, 2.992756E+09, 3.237090E+09, 3.499466E+09, 3.781077E+09, 4.083186E+09, 4.407130E+09, 4.754323E+09, 5.126259E+09, 5.524518E+09, 5.950769E+09, 6.406775E+09, 6.894396E+09, 7.415596E+09, 7.972447E+09, 8.567134E+09, 9.201960E+09, 9.879354E+09, 1.060187E+10, 1.137221E+10, 1.219320E+10, 1.306783E+10, 1.399924E+10, 1.499073E+10, 1.604578E+10, 1.716804E+10, 1.836135E+10, 1.962973E+10, 2.097741E+10, 2.240886E+10, 2.392872E+10, 2.554190E+10, 2.725353E+10, 2.906899E+10, 3.099394E+10, 3.303430E+10, 3.519625E+10, 3.748631E+10, 3.991127E+10, 4.247826E+10, 4.519474E+10, 4.806852E+10, 5.110775E+10, 5.432098E+10, 5.771714E+10, 6.130557E+10, 6.509603E+10, 6.909872E+10, 7.332428E+10, 7.778385E+10, 8.248906E+10, 8.745202E+10, 9.268540E+10, 9.820242E+10, 1.040169E+11, 1.101431E+11, 1.165961E+11, 1.233916E+11, 1.305458E+11, 1.380757E+11, 1.459989E+11, 1.543341E+11, 1.631002E+11, 1.723174E+11, 1.820064E+11, 1.921888E+11, 2.028874E+11, 2.141254E+11, 2.259273E+11, 2.383185E+11, 2.513254E+11, 2.649754E+11, 2.792970E+11, ]) # ---------------------- M = 45, I = 1 --------------------------- M = 45 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.000000E+00, 1.001788E+00, 1.126881E+00, 1.526206E+00, 2.077149E+00, 2.667730E+00, 3.249956E+00, 3.809254E+00, 4.344827E+00, 4.860660E+00, 5.361676E+00, 5.852264E+00, 6.335855E+00, 6.814950E+00, 7.291287E+00, 7.766034E+00, 8.239959E+00, 8.713552E+00, 9.187121E+00, 9.660856E+00, 1.013487E+01, 1.060924E+01, 1.108399E+01, 1.155914E+01, 1.203472E+01, 1.251071E+01, 1.298713E+01, 1.346397E+01, 1.394124E+01, 1.441895E+01, 1.489709E+01, 1.537567E+01, 1.585471E+01, 1.633422E+01, 1.681420E+01, 1.729468E+01, 1.777567E+01, 1.825719E+01, 1.873927E+01, 1.922193E+01, 1.970520E+01, 2.018910E+01, 2.067367E+01, 2.115894E+01, 2.164494E+01, 2.213171E+01, 2.261929E+01, 2.310771E+01, 2.359701E+01, 2.408724E+01, 2.457844E+01, 2.507064E+01, 2.556390E+01, 2.605825E+01, 2.655374E+01, 2.705042E+01, 2.754832E+01, 2.804751E+01, 2.854802E+01, 2.904991E+01, 2.955321E+01, 3.005797E+01, 3.056425E+01, 3.107208E+01, 3.158152E+01, 3.209261E+01, 3.260540E+01, 3.311994E+01, 3.363627E+01, 3.415443E+01, 3.467448E+01, 3.519645E+01, 3.572040E+01, 3.624636E+01, 3.677439E+01, 3.730452E+01, 3.783680E+01, 3.837127E+01, 3.890798E+01, 3.944696E+01, 3.998826E+01, 4.053192E+01, 4.107798E+01, 4.162648E+01, 4.217746E+01, 4.273095E+01, 4.328701E+01, 4.384566E+01, 4.440694E+01, 4.497089E+01, 4.553755E+01, 4.610696E+01, 4.667914E+01, 4.725414E+01, 4.783199E+01, 4.841272E+01, 4.899637E+01, 4.958297E+01, 5.017256E+01, 5.076516E+01, 5.136081E+01, 5.195955E+01, 5.256139E+01, 5.316638E+01, 5.377454E+01, 5.438591E+01, 5.500051E+01, 5.561837E+01, 5.623952E+01, 5.686400E+01, 5.749182E+01, 5.812302E+01, 5.875762E+01, 5.939565E+01, 6.003713E+01, 6.068210E+01, 6.133059E+01, 6.198260E+01, 6.263818E+01, 6.329734E+01, 6.396011E+01, 6.462652E+01, 6.529658E+01, 6.597033E+01, 6.664778E+01, 6.732897E+01, 6.801391E+01, 6.870262E+01, 6.939513E+01, 7.009147E+01, 7.079164E+01, 7.149568E+01, 7.220361E+01, 7.291544E+01, 7.363121E+01, 7.435092E+01, 7.507461E+01, 7.580228E+01, 7.653397E+01, 7.726969E+01, 7.800946E+01, 7.875330E+01, 7.950123E+01, 8.025328E+01, 8.100945E+01, 8.176978E+01, 8.253427E+01, 8.330295E+01, 8.407583E+01, 8.485294E+01, 8.563429E+01, 8.641990E+01, 8.720979E+01, 8.800398E+01, 8.880249E+01, 8.960532E+01, 9.041251E+01, 9.122406E+01, 9.204000E+01, 9.286034E+01, 9.368510E+01, 9.451430E+01, 9.534795E+01, 9.618607E+01, 9.702868E+01, 9.787579E+01, 9.872743E+01, 9.958360E+01, 1.004443E+02, 1.013096E+02, 1.021795E+02, 1.030540E+02, 1.039331E+02, 1.048168E+02, 1.057052E+02, 1.065983E+02, 1.074960E+02, 1.083984E+02, 1.093056E+02, 1.102175E+02, 1.111341E+02, 1.120555E+02, 1.129816E+02, 1.139126E+02, 1.148484E+02, 1.157890E+02, 1.167344E+02, 1.176847E+02, 1.186398E+02, 1.195998E+02, 1.205648E+02, 1.215346E+02, 1.225094E+02, 1.234891E+02, 1.244738E+02, 1.254635E+02, 1.264581E+02, 1.274578E+02, 1.284624E+02, 1.294721E+02, 1.304869E+02, 1.315067E+02, 1.325316E+02, 1.335616E+02, 1.345967E+02, 1.356369E+02, 1.366822E+02, 1.377327E+02, 1.387884E+02, 1.398492E+02, 1.409153E+02, 1.419865E+02, 1.430630E+02, 1.441447E+02, 1.452317E+02, 1.463239E+02, 1.474214E+02, 1.485242E+02, 1.496323E+02, 1.507458E+02, 1.518645E+02, 1.529887E+02, 1.541181E+02, 1.552530E+02, 1.563932E+02, 1.575389E+02, 1.586900E+02, 1.598465E+02, 1.610084E+02, 1.621758E+02, 1.633487E+02, 1.645271E+02, 1.657110E+02, 1.669004E+02, 1.680953E+02, 1.692957E+02, 1.705017E+02, 1.717133E+02, 1.729305E+02, 1.741532E+02, 1.753815E+02, 1.766155E+02, 1.778551E+02, 1.791004E+02, 1.803513E+02, 1.816078E+02, 1.828701E+02, 1.841380E+02, 1.854117E+02, 1.866910E+02, 1.879761E+02, 1.892670E+02, 1.905636E+02, 1.918659E+02, 1.931741E+02, 1.944880E+02, 1.958078E+02, 1.971333E+02, 1.984647E+02, 1.998019E+02, 2.011450E+02, 2.024939E+02, 2.038487E+02, 2.052094E+02, 2.065760E+02, 2.079485E+02, 2.093269E+02, 2.107112E+02, 2.121014E+02, 2.134977E+02, 2.148998E+02, 2.163080E+02, 2.177221E+02, 2.191422E+02, 2.205683E+02, 2.220004E+02, 2.234386E+02, 2.248827E+02, 2.263329E+02, 2.277892E+02, 2.292515E+02, 2.307199E+02, 2.321943E+02, 2.336749E+02, 2.351615E+02, 2.366543E+02, 2.381531E+02, 2.396581E+02, 2.411692E+02, 2.426864E+02, 2.442098E+02, 2.457394E+02, 2.472751E+02, 2.488169E+02, 2.503650E+02, 2.519192E+02, 2.534797E+02, 2.550463E+02, 2.566191E+02, 2.581982E+02, 2.597835E+02, ]) # ---------------------- M = 45, I = 2 --------------------------- M = 45 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[1] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 6.029347E+00, 6.728818E+00, 8.168283E+00, 9.865998E+00, 1.164890E+01, 1.346792E+01, 1.530608E+01, 1.715597E+01, 1.901383E+01, 2.087753E+01, 2.274575E+01, 2.461767E+01, 2.649271E+01, 2.837047E+01, 3.025068E+01, 3.213312E+01, 3.401765E+01, 3.590412E+01, 3.779247E+01, 3.968262E+01, 4.157454E+01, 4.346818E+01, 4.536356E+01, 4.726067E+01, 4.915955E+01, 5.106023E+01, 5.296280E+01, 5.486733E+01, 5.677392E+01, 5.868270E+01, 6.059382E+01, 6.250744E+01, 6.442372E+01, 6.634288E+01, 6.826512E+01, 7.019067E+01, 7.211977E+01, 7.405266E+01, 7.598962E+01, 7.793091E+01, 7.987682E+01, 8.182762E+01, 8.378361E+01, 8.574509E+01, 8.771234E+01, 8.968568E+01, 9.166539E+01, 9.365178E+01, 9.564515E+01, 9.764579E+01, 9.965399E+01, 1.016701E+02, 1.036943E+02, 1.057269E+02, 1.077682E+02, 1.098186E+02, 1.118781E+02, 1.139472E+02, 1.160261E+02, 1.181150E+02, 1.202141E+02, 1.223238E+02, 1.244442E+02, 1.265756E+02, 1.287182E+02, 1.308723E+02, 1.330380E+02, 1.352155E+02, 1.374051E+02, 1.396070E+02, 1.418213E+02, 1.440482E+02, 1.462879E+02, 1.485407E+02, 1.508066E+02, 1.530859E+02, 1.553786E+02, 1.576850E+02, 1.600053E+02, 1.623395E+02, 1.646878E+02, 1.670504E+02, 1.694274E+02, 1.718190E+02, 1.742252E+02, 1.766463E+02, 1.790823E+02, 1.815333E+02, 1.839996E+02, 1.864811E+02, 1.889781E+02, 1.914906E+02, 1.940188E+02, 1.965627E+02, 1.991225E+02, 2.016983E+02, 2.042901E+02, 2.068981E+02, 2.095224E+02, 2.121631E+02, 2.148202E+02, 2.174939E+02, 2.201843E+02, 2.228913E+02, 2.256153E+02, 2.283561E+02, 2.311140E+02, 2.338889E+02, 2.366811E+02, 2.394905E+02, 2.423172E+02, 2.451614E+02, 2.480230E+02, 2.509023E+02, 2.537992E+02, 2.567138E+02, 2.596462E+02, 2.625966E+02, 2.655649E+02, 2.685512E+02, 2.715556E+02, 2.745782E+02, 2.776191E+02, 2.806782E+02, 2.837558E+02, 2.868518E+02, 2.899664E+02, 2.930995E+02, 2.962513E+02, 2.994219E+02, 3.026112E+02, 3.058195E+02, 3.090466E+02, 3.122928E+02, 3.155580E+02, 3.188423E+02, 3.221459E+02, 3.254687E+02, 3.288109E+02, 3.321724E+02, 3.355534E+02, 3.389539E+02, 3.423740E+02, 3.458138E+02, 3.492732E+02, 3.527525E+02, 3.562516E+02, 3.597706E+02, 3.633095E+02, 3.668685E+02, 3.704476E+02, 3.740468E+02, 3.776663E+02, 3.813061E+02, 3.849662E+02, 3.886467E+02, 3.923476E+02, 3.960692E+02, 3.998113E+02, 4.035740E+02, 4.073576E+02, 4.111618E+02, 4.149870E+02, 4.188330E+02, 4.227001E+02, 4.265882E+02, 4.304974E+02, 4.344277E+02, 4.383793E+02, 4.423522E+02, 4.463464E+02, 4.503621E+02, 4.543992E+02, 4.584579E+02, 4.625383E+02, 4.666403E+02, 4.707640E+02, 4.749095E+02, 4.790770E+02, 4.832663E+02, 4.874777E+02, 4.917111E+02, 4.959667E+02, 5.002444E+02, 5.045444E+02, 5.088667E+02, 5.132115E+02, 5.175787E+02, 5.219684E+02, 5.263806E+02, 5.308156E+02, 5.352732E+02, 5.397537E+02, 5.442570E+02, 5.487832E+02, 5.533323E+02, 5.579046E+02, 5.624999E+02, 5.671184E+02, 5.717602E+02, 5.764253E+02, 5.811137E+02, 5.858256E+02, 5.905610E+02, 5.953200E+02, 6.001026E+02, 6.049090E+02, 6.097391E+02, 6.145930E+02, 6.194709E+02, 6.243727E+02, 6.292986E+02, 6.342486E+02, 6.392228E+02, 6.442212E+02, 6.492439E+02, 6.542909E+02, 6.593625E+02, 6.644585E+02, 6.695791E+02, 6.747243E+02, 6.798943E+02, 6.850890E+02, 6.903085E+02, 6.955530E+02, 7.008224E+02, 7.061168E+02, 7.114364E+02, 7.167811E+02, 7.221510E+02, 7.275463E+02, 7.329669E+02, 7.384129E+02, 7.438844E+02, 7.493815E+02, 7.549042E+02, 7.604525E+02, 7.660266E+02, 7.716266E+02, 7.772523E+02, 7.829041E+02, 7.885818E+02, 7.942856E+02, 8.000155E+02, 8.057716E+02, 8.115539E+02, 8.173626E+02, 8.231976E+02, 8.290591E+02, 8.349470E+02, 8.408615E+02, 8.468026E+02, 8.527704E+02, 8.587650E+02, 8.647863E+02, 8.708345E+02, 8.769095E+02, 8.830116E+02, 8.891406E+02, 8.952968E+02, 9.014801E+02, 9.076906E+02, 9.139283E+02, 9.201934E+02, 9.264858E+02, 9.328056E+02, 9.391529E+02, 9.455278E+02, 9.519302E+02, 9.583602E+02, 9.648179E+02, 9.713034E+02, 9.778167E+02, 9.843578E+02, 9.909268E+02, 9.975237E+02, 1.004149E+03, 1.010802E+03, 1.017483E+03, 1.024192E+03, 1.030929E+03, 1.037695E+03, 1.044489E+03, 1.051311E+03, 1.058162E+03, 1.065041E+03, 1.071948E+03, 1.078884E+03, 1.085849E+03, 1.092842E+03, 1.099863E+03, 1.106914E+03, 1.113993E+03, 1.121101E+03, 1.128237E+03, 1.135403E+03, 1.142597E+03, 1.149821E+03, 1.157073E+03, 1.164354E+03, ]) # ---------------------- M = 46, I = 1 --------------------------- M = 46 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.290560E+00, 1.735586E+01, 3.438114E+01, 5.141645E+01, 6.846079E+01, 8.551397E+01, 1.025760E+02, 1.196469E+02, 1.367275E+02, 1.538201E+02, 1.709292E+02, 1.880624E+02, 2.052309E+02, 2.224487E+02, 2.397327E+02, 2.571016E+02, 2.745752E+02, 2.921739E+02, 3.099177E+02, 3.278264E+02, 3.459187E+02, 3.642124E+02, 3.827237E+02, 4.014681E+02, 4.204596E+02, 4.397109E+02, 4.592337E+02, 4.790386E+02, 4.991353E+02, 5.195323E+02, 5.402377E+02, 5.612585E+02, 5.826011E+02, 6.042715E+02, 6.262748E+02, 6.486160E+02, 6.712993E+02, 6.943287E+02, 7.177078E+02, 7.414400E+02, 7.655282E+02, 7.899751E+02, 8.147835E+02, 8.399554E+02, 8.654931E+02, 8.913986E+02, 9.176737E+02, 9.443201E+02, 9.713393E+02, 9.987328E+02, 1.026502E+03, 1.054648E+03, 1.083173E+03, 1.112076E+03, 1.141360E+03, 1.171026E+03, 1.201073E+03, 1.231504E+03, 1.262319E+03, 1.293518E+03, 1.325104E+03, 1.357075E+03, 1.389434E+03, 1.422180E+03, 1.455315E+03, 1.488838E+03, 1.522751E+03, 1.557055E+03, 1.591749E+03, 1.626834E+03, 1.662311E+03, 1.698180E+03, 1.734442E+03, 1.771097E+03, 1.808146E+03, 1.845590E+03, 1.883427E+03, 1.921660E+03, 1.960288E+03, 1.999313E+03, 2.038733E+03, 2.078551E+03, 2.118765E+03, 2.159377E+03, 2.200387E+03, 2.241795E+03, 2.283602E+03, 2.325808E+03, 2.368413E+03, 2.411418E+03, 2.454824E+03, 2.498630E+03, 2.542836E+03, 2.587444E+03, 2.632454E+03, 2.677865E+03, 2.723679E+03, 2.769895E+03, 2.816514E+03, 2.863536E+03, 2.910962E+03, 2.958792E+03, 3.007026E+03, 3.055665E+03, 3.104709E+03, 3.154158E+03, 3.204012E+03, 3.254272E+03, 3.304939E+03, 3.356012E+03, 3.407492E+03, 3.459379E+03, 3.511673E+03, 3.564376E+03, 3.617486E+03, 3.671005E+03, 3.724933E+03, 3.779269E+03, 3.834015E+03, 3.889171E+03, 3.944736E+03, 4.000712E+03, 4.057099E+03, 4.113896E+03, 4.171105E+03, 4.228725E+03, 4.286756E+03, 4.345200E+03, 4.404057E+03, 4.463326E+03, 4.523008E+03, 4.583104E+03, 4.643613E+03, 4.704536E+03, 4.765873E+03, 4.827625E+03, 4.889792E+03, 4.952374E+03, 5.015371E+03, 5.078784E+03, 5.142613E+03, 5.206859E+03, 5.271521E+03, 5.336600E+03, 5.402097E+03, 5.468011E+03, 5.534343E+03, 5.601093E+03, 5.668261E+03, 5.735848E+03, 5.803855E+03, 5.872280E+03, 5.941126E+03, 6.010391E+03, 6.080076E+03, 6.150183E+03, 6.220709E+03, 6.291658E+03, 6.363027E+03, 6.434819E+03, 6.507032E+03, 6.579668E+03, 6.652726E+03, 6.726207E+03, 6.800112E+03, 6.874440E+03, 6.949192E+03, 7.024368E+03, 7.099969E+03, 7.175994E+03, 7.252444E+03, 7.329320E+03, 7.406621E+03, 7.484349E+03, 7.562502E+03, 7.641082E+03, ]) # ---------------------- M = 46, I = 2 --------------------------- M = 46 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.301900E+00, 1.763255E+01, 3.493474E+01, 5.224710E+01, 6.956862E+01, 8.689912E+01, 1.042386E+02, 1.215871E+02, 1.389456E+02, 1.563165E+02, 1.737047E+02, 1.911184E+02, 2.085692E+02, 2.260721E+02, 2.436447E+02, 2.613063E+02, 2.790777E+02, 2.969798E+02, 3.150333E+02, 3.332584E+02, 3.516744E+02, 3.702993E+02, 3.891500E+02, 4.082419E+02, 4.275893E+02, 4.472052E+02, 4.671014E+02, 4.872886E+02, 5.077767E+02, 5.285742E+02, 5.496893E+02, 5.711290E+02, 5.928998E+02, 6.150077E+02, 6.374580E+02, 6.602555E+02, 6.834045E+02, 7.069091E+02, 7.307729E+02, 7.549992E+02, 7.795910E+02, 8.045510E+02, 8.298819E+02, 8.555859E+02, 8.816653E+02, 9.081219E+02, 9.349576E+02, 9.621742E+02, 9.897732E+02, 1.017756E+03, 1.046124E+03, 1.074879E+03, 1.104021E+03, 1.133552E+03, 1.163473E+03, 1.193785E+03, 1.224489E+03, 1.255586E+03, 1.287076E+03, 1.318961E+03, 1.351240E+03, 1.383916E+03, 1.416989E+03, 1.450458E+03, 1.484326E+03, 1.518592E+03, 1.553258E+03, 1.588323E+03, 1.623789E+03, 1.659656E+03, 1.695923E+03, 1.732593E+03, 1.769666E+03, 1.807141E+03, 1.845020E+03, 1.883302E+03, 1.921989E+03, 1.961081E+03, 2.000577E+03, 2.040480E+03, 2.080788E+03, 2.121503E+03, 2.162625E+03, 2.204154E+03, 2.246091E+03, 2.288436E+03, 2.331189E+03, 2.374352E+03, 2.417923E+03, 2.461904E+03, 2.506295E+03, 2.551096E+03, 2.596308E+03, 2.641930E+03, 2.687965E+03, 2.734411E+03, 2.781269E+03, 2.828539E+03, 2.876222E+03, 2.924319E+03, 2.972829E+03, 3.021752E+03, 3.071090E+03, 3.120842E+03, 3.171009E+03, 3.221591E+03, 3.272589E+03, 3.324002E+03, 3.375832E+03, 3.428078E+03, 3.480740E+03, 3.533820E+03, 3.587317E+03, 3.641232E+03, 3.695565E+03, 3.750317E+03, 3.805487E+03, 3.861076E+03, 3.917084E+03, 3.973512E+03, 4.030360E+03, 4.087629E+03, 4.145318E+03, 4.203427E+03, 4.261959E+03, 4.320911E+03, 4.380286E+03, 4.440082E+03, 4.500301E+03, 4.560943E+03, 4.622008E+03, 4.683497E+03, 4.745409E+03, 4.807745E+03, 4.870506E+03, 4.933691E+03, 4.997301E+03, 5.061336E+03, 5.125797E+03, 5.190684E+03, 5.255997E+03, 5.321737E+03, 5.387903E+03, 5.454497E+03, 5.521518E+03, 5.588967E+03, 5.656843E+03, 5.725148E+03, 5.793882E+03, 5.863045E+03, 5.932637E+03, 6.002659E+03, 6.073110E+03, 6.143992E+03, 6.215304E+03, 6.287047E+03, 6.359221E+03, 6.431827E+03, 6.504864E+03, 6.578333E+03, 6.652235E+03, 6.726569E+03, 6.801336E+03, 6.876537E+03, 6.952171E+03, 7.028239E+03, 7.104741E+03, 7.181677E+03, 7.259049E+03, 7.336855E+03, 7.415097E+03, 7.493774E+03, 7.572888E+03, 7.652438E+03, 7.732424E+03, 7.812847E+03, ]) # ---------------------- M = 46, I = 3 --------------------------- M = 46 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.665010E+00, 3.673026E+01, 7.280106E+01, 1.088928E+02, 1.450036E+02, 1.811332E+02, 2.172814E+02, 2.534487E+02, 2.896373E+02, 3.258533E+02, 3.621084E+02, 3.984219E+02, 4.348208E+02, 4.713391E+02, 5.080160E+02, 5.448948E+02, 5.820205E+02, 6.194387E+02, 6.571942E+02, 6.953301E+02, 7.338872E+02, 7.729036E+02, 8.124146E+02, 8.524529E+02, 8.930479E+02, 9.342266E+02, 9.760135E+02, 1.018431E+03, 1.061498E+03, 1.105234E+03, 1.149654E+03, 1.194773E+03, 1.240604E+03, 1.287160E+03, 1.334451E+03, 1.382487E+03, 1.431277E+03, 1.480828E+03, 1.531149E+03, 1.582246E+03, 1.634124E+03, 1.686790E+03, 1.740249E+03, 1.794505E+03, 1.849563E+03, 1.905427E+03, 1.962100E+03, 2.019586E+03, 2.077888E+03, 2.137009E+03, 2.196951E+03, 2.257718E+03, 2.319312E+03, 2.381735E+03, 2.444990E+03, 2.509077E+03, 2.574000E+03, 2.639760E+03, 2.706358E+03, 2.773797E+03, 2.842078E+03, 2.911202E+03, 2.981172E+03, 3.051987E+03, 3.123651E+03, 3.196163E+03, 3.269525E+03, 3.343739E+03, 3.418805E+03, 3.494725E+03, 3.571500E+03, 3.649130E+03, 3.727618E+03, 3.806963E+03, 3.887167E+03, 3.968231E+03, 4.050155E+03, 4.132942E+03, 4.216590E+03, 4.301103E+03, 4.386479E+03, 4.472721E+03, 4.559829E+03, 4.647804E+03, 4.736646E+03, 4.826357E+03, 4.916938E+03, 5.008388E+03, 5.100710E+03, 5.193903E+03, 5.287969E+03, 5.382908E+03, 5.478720E+03, 5.575408E+03, 5.672971E+03, 5.771411E+03, 5.870727E+03, 5.970921E+03, 6.071993E+03, 6.173945E+03, 6.276777E+03, 6.380489E+03, 6.485082E+03, 6.590557E+03, 6.696916E+03, 6.804157E+03, 6.912283E+03, 7.021293E+03, 7.131189E+03, 7.241971E+03, 7.353640E+03, 7.466197E+03, 7.579641E+03, 7.693975E+03, 7.809198E+03, 7.925312E+03, 8.042316E+03, 8.160212E+03, 8.279001E+03, 8.398682E+03, 8.519257E+03, 8.640727E+03, 8.763091E+03, 8.886351E+03, 9.010508E+03, 9.135561E+03, 9.261512E+03, 9.388361E+03, 9.516109E+03, 9.644757E+03, 9.774306E+03, 9.904755E+03, 1.003611E+04, 1.016836E+04, 1.030151E+04, 1.043557E+04, 1.057054E+04, 1.070641E+04, 1.084318E+04, 1.098086E+04, 1.111945E+04, 1.125894E+04, 1.139935E+04, 1.154066E+04, 1.168288E+04, 1.182601E+04, 1.197005E+04, 1.211501E+04, 1.226087E+04, 1.240765E+04, 1.255535E+04, 1.270395E+04, 1.285347E+04, 1.300391E+04, 1.315526E+04, 1.330753E+04, 1.346072E+04, 1.361482E+04, 1.376984E+04, 1.392579E+04, 1.408265E+04, 1.424043E+04, 1.439914E+04, 1.455876E+04, 1.471931E+04, 1.488078E+04, 1.504318E+04, 1.520650E+04, 1.537074E+04, 1.553591E+04, 1.570201E+04, 1.586903E+04, 1.603699E+04, 1.620587E+04, 1.637567E+04, 1.654641E+04, ]) # ---------------------- M = 46, I = 4 --------------------------- M = 46 I = 4 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 5.185410E+00, 6.999021E+01, 1.386585E+02, 2.073673E+02, 2.761123E+02, 3.448931E+02, 4.137093E+02, 4.825616E+02, 5.514533E+02, 6.203936E+02, 6.894014E+02, 7.585087E+02, 8.277606E+02, 8.972156E+02, 9.669423E+02, 1.037017E+03, 1.107521E+03, 1.178536E+03, 1.250145E+03, 1.322428E+03, 1.395459E+03, 1.469311E+03, 1.544051E+03, 1.619739E+03, 1.696433E+03, 1.774184E+03, 1.853038E+03, 1.933040E+03, 2.014227E+03, 2.096634E+03, 2.180293E+03, 2.265233E+03, 2.351479E+03, 2.439054E+03, 2.527982E+03, 2.618279E+03, 2.709964E+03, 2.803053E+03, 2.897560E+03, 2.993499E+03, 3.090881E+03, 3.189718E+03, 3.290019E+03, 3.391794E+03, 3.495052E+03, 3.599800E+03, 3.706046E+03, 3.813797E+03, 3.923059E+03, 4.033837E+03, 4.146138E+03, 4.259966E+03, 4.375326E+03, 4.492223E+03, 4.610661E+03, 4.730643E+03, 4.852175E+03, 4.975258E+03, 5.099898E+03, 5.226096E+03, 5.353856E+03, 5.483181E+03, 5.614074E+03, 5.746537E+03, 5.880573E+03, 6.016185E+03, 6.153375E+03, 6.292145E+03, 6.432497E+03, 6.574434E+03, 6.717958E+03, 6.863070E+03, 7.009774E+03, 7.158070E+03, 7.307961E+03, 7.459448E+03, 7.612533E+03, 7.767219E+03, 7.923506E+03, 8.081397E+03, 8.240893E+03, 8.401995E+03, 8.564707E+03, 8.729028E+03, 8.894960E+03, 9.062506E+03, 9.231667E+03, 9.402443E+03, 9.574837E+03, 9.748851E+03, 9.924485E+03, 1.010174E+04, 1.028062E+04, 1.046112E+04, 1.064325E+04, 1.082701E+04, 1.101240E+04, 1.119942E+04, 1.138807E+04, 1.157835E+04, 1.177027E+04, 1.196382E+04, 1.215901E+04, 1.235584E+04, 1.255431E+04, 1.275442E+04, 1.295617E+04, 1.315956E+04, 1.336460E+04, 1.357129E+04, 1.377962E+04, 1.398961E+04, 1.420124E+04, 1.441453E+04, 1.462946E+04, 1.484606E+04, 1.506430E+04, 1.528421E+04, 1.550577E+04, 1.572899E+04, 1.595387E+04, 1.618041E+04, 1.640861E+04, 1.663848E+04, 1.687002E+04, 1.710322E+04, 1.733808E+04, 1.757462E+04, 1.781283E+04, 1.805271E+04, 1.829426E+04, 1.853748E+04, 1.878238E+04, 1.902896E+04, 1.927721E+04, 1.952715E+04, 1.977876E+04, 2.003205E+04, 2.028703E+04, 2.054369E+04, 2.080203E+04, 2.106207E+04, 2.132378E+04, 2.158719E+04, 2.185229E+04, 2.211908E+04, 2.238756E+04, 2.265773E+04, 2.292960E+04, 2.320316E+04, 2.347842E+04, 2.375538E+04, 2.403404E+04, 2.431440E+04, 2.459646E+04, 2.488023E+04, 2.516569E+04, 2.545287E+04, 2.574175E+04, 2.603234E+04, 2.632464E+04, 2.661864E+04, 2.691436E+04, 2.721180E+04, 2.751094E+04, 2.781181E+04, 2.811438E+04, 2.841868E+04, 2.872470E+04, 2.903243E+04, 2.934189E+04, 2.965306E+04, 2.996597E+04, 3.028059E+04, 3.059695E+04, 3.091503E+04, ]) # ---------------------- M = 47, I = 1 --------------------------- M = 47 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.414270E+00, 1.057361E+02, 2.984678E+02, 5.479928E+02, 8.436907E+02, 1.180696E+03, 1.558672E+03, 1.981177E+03, 2.454584E+03, 2.987094E+03, 3.588121E+03, 4.268040E+03, 5.038147E+03, 5.910737E+03, 6.899230E+03, 8.018317E+03, 9.284110E+03, 1.071430E+04, 1.232829E+04, 1.414738E+04, 1.619491E+04, 1.849642E+04, 2.107982E+04, 2.397557E+04, 2.721685E+04, 3.083979E+04, 3.488362E+04, 3.939089E+04, 4.440770E+04, 4.998392E+04, 5.617341E+04, 6.303426E+04, 7.062902E+04, 7.884530E+04, 8.807839E+04, 9.825772E+04, 1.094663E+05, 1.217930E+05, 1.353330E+05, 1.501882E+05, 1.664674E+05, 1.842866E+05, 2.037697E+05, 2.250484E+05, 2.482633E+05, 2.735634E+05, 3.011073E+05, 3.310633E+05, 3.636098E+05, 3.989359E+05, 4.372419E+05, 4.787394E+05, 5.236525E+05, 5.722175E+05, 6.246841E+05, 6.813156E+05, 7.423894E+05, 8.081977E+05, 8.790482E+05, 9.552643E+05, 1.037186E+06, 1.125171E+06, 1.219593E+06, 1.320847E+06, 1.429344E+06, 1.545517E+06, 1.669818E+06, 1.802721E+06, 1.944721E+06, 2.096336E+06, 2.258109E+06, 2.430603E+06, 2.614408E+06, 2.810141E+06, 3.018444E+06, 3.239985E+06, 3.475461E+06, 3.725598E+06, 3.991152E+06, 4.272907E+06, 4.571682E+06, 4.888326E+06, 5.223722E+06, 5.578785E+06, 5.954468E+06, 6.351757E+06, 6.771677E+06, 7.215291E+06, 7.683698E+06, 8.178039E+06, 8.699497E+06, 9.249293E+06, 9.828694E+06, 1.043901E+07, 1.108160E+07, 1.175785E+07, 1.246923E+07, 1.321721E+07, 1.400336E+07, 1.482927E+07, 1.569657E+07, 1.660698E+07, 1.756225E+07, 1.856419E+07, 1.961465E+07, 2.071558E+07, 2.186893E+07, 2.307677E+07, 2.434119E+07, 2.566435E+07, 2.704850E+07, 2.849591E+07, 3.000895E+07, 3.159005E+07, 3.324171E+07, 3.496649E+07, 3.676703E+07, 3.864605E+07, 4.060633E+07, 4.265074E+07, 4.478221E+07, 4.700377E+07, 4.931851E+07, 5.172961E+07, 5.424035E+07, 5.685405E+07, 5.957418E+07, 6.240423E+07, 6.534783E+07, 6.840867E+07, 7.159056E+07, 7.489738E+07, 7.833310E+07, 8.190183E+07, 8.560772E+07, 8.945507E+07, 9.344824E+07, 9.759174E+07, 1.018901E+08, 1.063481E+08, 1.109706E+08, 1.157623E+08, 1.207284E+08, 1.258740E+08, 1.312043E+08, 1.367248E+08, 1.424409E+08, 1.483582E+08, 1.544824E+08, 1.608195E+08, 1.673754E+08, 1.741563E+08, 1.811683E+08, 1.884179E+08, 1.959115E+08, 2.036558E+08, 2.116577E+08, 2.199239E+08, 2.284616E+08, 2.372780E+08, 2.463805E+08, 2.557765E+08, 2.654736E+08, 2.754798E+08, 2.858029E+08, 2.964510E+08, 3.074325E+08, 3.187557E+08, 3.304293E+08, 3.424619E+08, 3.548625E+08, 3.676402E+08, 3.808043E+08, 3.943641E+08, 4.083293E+08, 4.227097E+08, ]) # ---------------------- M = 48, I = 1 --------------------------- M = 48 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.147898E+01, 3.996775E+02, 7.982281E+02, 1.204932E+03, 1.643306E+03, 2.140834E+03, 2.722097E+03, 3.410126E+03, 4.228639E+03, 5.203092E+03, 6.361663E+03, 7.735468E+03, 9.359297E+03, 1.127186E+04, 1.351617E+04, 1.614009E+04, 1.919639E+04, 2.274374E+04, 2.684666E+04, 3.157632E+04, 3.701089E+04, 4.323629E+04, 5.034661E+04, 5.844492E+04, 6.764383E+04, 7.806626E+04, 8.984612E+04, 1.031293E+05, 1.180743E+05, 1.348531E+05, 1.536525E+05, 1.746748E+05, 1.981385E+05, 2.242802E+05, 2.533549E+05, 2.856378E+05, 3.214253E+05, 3.610363E+05, 4.048136E+05, 4.531253E+05, 5.063665E+05, 5.649605E+05, 6.293605E+05, 7.000516E+05, 7.775523E+05, 8.624165E+05, 9.552351E+05, 1.056639E+06, 1.167298E+06, 1.287929E+06, 1.419291E+06, 1.562193E+06, 1.717494E+06, 1.886106E+06, 2.068996E+06, 2.267189E+06, 2.481773E+06, 2.713896E+06, 2.964776E+06, 3.235699E+06, 3.528026E+06, 3.843193E+06, 4.182715E+06, 4.548192E+06, 4.941312E+06, 5.363849E+06, 5.817677E+06, 6.304765E+06, 6.827188E+06, 7.387122E+06, 7.986861E+06, 8.628813E+06, 9.315504E+06, 1.004959E+07, 1.083385E+07, 1.167121E+07, 1.256472E+07, 1.351760E+07, 1.453319E+07, 1.561502E+07, 1.676676E+07, 1.799226E+07, 1.929555E+07, 2.068082E+07, 2.215247E+07, 2.371510E+07, 2.537348E+07, 2.713262E+07, 2.899773E+07, 3.097426E+07, 3.306787E+07, 3.528449E+07, 3.763024E+07, 4.011156E+07, 4.273513E+07, 4.550790E+07, 4.843709E+07, 5.153021E+07, 5.479511E+07, 5.823992E+07, 6.187306E+07, 6.570334E+07, 6.973986E+07, 7.399210E+07, 7.846990E+07, 8.318344E+07, 8.814330E+07, 9.336047E+07, 9.884634E+07, 1.046127E+08, 1.106718E+08, 1.170363E+08, 1.237193E+08, 1.307344E+08, 1.380958E+08, 1.458179E+08, 1.539159E+08, 1.624053E+08, 1.713024E+08, 1.806237E+08, 1.903866E+08, 2.006089E+08, 2.113091E+08, 2.225062E+08, 2.342199E+08, 2.464705E+08, 2.592791E+08, 2.726673E+08, 2.866575E+08, 3.012728E+08, 3.165370E+08, 3.324747E+08, 3.491113E+08, 3.664730E+08, 3.845867E+08, 4.034802E+08, 4.231821E+08, 4.437221E+08, 4.651304E+08, 4.874384E+08, 5.106785E+08, 5.348838E+08, 5.600887E+08, 5.863282E+08, 6.136387E+08, 6.420574E+08, 6.716228E+08, 7.023745E+08, 7.343529E+08, 7.675998E+08, 8.021584E+08, 8.380725E+08, 8.753878E+08, 9.141511E+08, 9.544098E+08, 9.962137E+08, 1.039613E+09, 1.084660E+09, 1.131409E+09, 1.179913E+09, 1.230230E+09, 1.282416E+09, 1.336532E+09, 1.392638E+09, 1.450797E+09, 1.511073E+09, 1.573532E+09, 1.638241E+09, 1.705270E+09, 1.774690E+09, 1.846572E+09, 1.920993E+09, 1.998028E+09, 2.077756E+09, 2.160258E+09, 2.245616E+09, ]) # ---------------------- M = 48, I = 2 --------------------------- M = 48 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.010601E+01, 1.888698E+02, 3.772493E+02, 5.694819E+02, 7.766830E+02, 1.011842E+03, 1.286579E+03, 1.611778E+03, 1.998651E+03, 2.459229E+03, 3.006830E+03, 3.656162E+03, 4.423668E+03, 5.327646E+03, 6.388423E+03, 7.628619E+03, 9.073184E+03, 1.074984E+04, 1.268909E+04, 1.492457E+04, 1.749322E+04, 2.043566E+04, 2.379635E+04, 2.762402E+04, 3.197188E+04, 3.689804E+04, 4.246576E+04, 4.874404E+04, 5.580776E+04, 6.373828E+04, 7.262379E+04, 8.255991E+04, 9.364995E+04, 1.060058E+05, 1.197478E+05, 1.350062E+05, 1.519210E+05, 1.706431E+05, 1.913342E+05, 2.141685E+05, 2.393327E+05, 2.670268E+05, 2.974652E+05, 3.308769E+05, 3.675071E+05, 4.076176E+05, 4.514877E+05, 4.994153E+05, 5.517179E+05, 6.087329E+05, 6.708202E+05, 7.383616E+05, 8.117633E+05, 8.914563E+05, 9.778976E+05, 1.071572E+06, 1.172993E+06, 1.282703E+06, 1.401279E+06, 1.529328E+06, 1.667493E+06, 1.816453E+06, 1.976924E+06, 2.149662E+06, 2.335465E+06, 2.535172E+06, 2.749668E+06, 2.979884E+06, 3.226799E+06, 3.491445E+06, 3.774903E+06, 4.078312E+06, 4.402866E+06, 4.749820E+06, 5.120489E+06, 5.516252E+06, 5.938556E+06, 6.388917E+06, 6.868920E+06, 7.380229E+06, 7.924578E+06, 8.503790E+06, 9.119763E+06, 9.774486E+06, 1.047004E+07, 1.120858E+07, 1.199238E+07, 1.282380E+07, 1.370531E+07, 1.463948E+07, 1.562898E+07, 1.667661E+07, 1.778528E+07, 1.895802E+07, 2.019800E+07, 2.150848E+07, 2.289289E+07, 2.435479E+07, 2.589786E+07, 2.752596E+07, 2.924309E+07, 3.105337E+07, 3.296113E+07, 3.497084E+07, 3.708715E+07, 3.931488E+07, 4.165904E+07, 4.412480E+07, 4.671754E+07, 4.944286E+07, 5.230652E+07, 5.531451E+07, 5.847304E+07, 6.178856E+07, 6.526767E+07, 6.891730E+07, 7.274457E+07, 7.675684E+07, 8.096177E+07, 8.536722E+07, 8.998134E+07, 9.481260E+07, 9.986970E+07, 1.051616E+08, 1.106977E+08, 1.164876E+08, 1.225411E+08, 1.288686E+08, 1.354806E+08, 1.423880E+08, 1.496021E+08, 1.571345E+08, 1.649972E+08, 1.732026E+08, 1.817634E+08, 1.906927E+08, 2.000042E+08, 2.097116E+08, 2.198294E+08, 2.303725E+08, 2.413560E+08, 2.527958E+08, 2.647078E+08, 2.771089E+08, 2.900161E+08, 3.034471E+08, 3.174201E+08, 3.319536E+08, 3.470669E+08, 3.627796E+08, 3.791123E+08, 3.960856E+08, 4.137211E+08, 4.320410E+08, 4.510675E+08, 4.708244E+08, 4.913352E+08, 5.126249E+08, 5.347184E+08, 5.576418E+08, 5.814215E+08, 6.060851E+08, 6.316606E+08, 6.581766E+08, 6.856628E+08, 7.141496E+08, 7.436678E+08, 7.742496E+08, 8.059274E+08, 8.387350E+08, 8.727071E+08, 9.078783E+08, 9.442853E+08, 9.819650E+08, 1.020955E+09, 1.061295E+09, ]) # ---------------------- M = 49, I = 1 --------------------------- M = 49 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.721481E+02, 1.484065E+04, 4.195358E+04, 7.716245E+04, 1.194582E+05, 1.691203E+05, 2.272411E+05, 2.954664E+05, 3.758697E+05, 4.709005E+05, 5.833741E+05, 7.164874E+05, 8.738508E+05, 1.059529E+06, 1.278091E+06, 1.534657E+06, 1.834964E+06, 2.185421E+06, 2.593175E+06, 3.066183E+06, 3.613284E+06, 4.244280E+06, 4.970014E+06, 5.802462E+06, 6.754827E+06, 7.841634E+06, 9.078840E+06, 1.048393E+07, 1.207606E+07, 1.387613E+07, 1.590698E+07, 1.819346E+07, 2.076262E+07, 2.364381E+07, 2.686889E+07, 3.047235E+07, 3.449152E+07, 3.896669E+07, 4.394135E+07, 4.946237E+07, 5.558021E+07, 6.234908E+07, 6.982725E+07, 7.807722E+07, 8.716595E+07, 9.716517E+07, 1.081516E+08, 1.202071E+08, 1.334193E+08, 1.478815E+08, 1.636932E+08, 1.809603E+08, 1.997955E+08, 2.203186E+08, 2.426568E+08, 2.669453E+08, 2.933272E+08, 3.219545E+08, 3.529879E+08, 3.865976E+08, 4.229636E+08, 4.622762E+08, 5.047363E+08, 5.505561E+08, 5.999592E+08, 6.531817E+08, 7.104720E+08, 7.720921E+08, 8.383173E+08, 9.094375E+08, 9.857572E+08, 1.067597E+09, 1.155292E+09, 1.249196E+09, 1.349679E+09, 1.457130E+09, 1.571954E+09, 1.694580E+09, 1.825452E+09, 1.965038E+09, 2.113827E+09, 2.272331E+09, 2.441083E+09, 2.620643E+09, 2.811592E+09, 3.014541E+09, 3.230126E+09, 3.459007E+09, 3.701878E+09, 3.959458E+09, 4.232500E+09, 4.521784E+09, 4.828127E+09, 5.152375E+09, 5.495412E+09, 5.858154E+09, 6.241558E+09, 6.646615E+09, 7.074357E+09, 7.525854E+09, 8.002221E+09, 8.504613E+09, 9.034227E+09, 9.592310E+09, 1.018015E+10, 1.079909E+10, 1.145051E+10, 1.213586E+10, 1.285662E+10, 1.361435E+10, 1.441063E+10, 1.524712E+10, 1.612554E+10, 1.704766E+10, 1.801533E+10, 1.903042E+10, 2.009491E+10, 2.121083E+10, 2.238027E+10, 2.360541E+10, 2.488848E+10, 2.623178E+10, 2.763772E+10, 2.910876E+10, 3.064744E+10, 3.225639E+10, 3.393831E+10, 3.569601E+10, 3.753238E+10, 3.945037E+10, 4.145306E+10, 4.354361E+10, 4.572526E+10, 4.800138E+10, 5.037543E+10, 5.285095E+10, 5.543162E+10, 5.812120E+10, 6.092359E+10, 6.384278E+10, 6.688289E+10, 7.004814E+10, 7.334289E+10, 7.677162E+10, 8.033894E+10, 8.404958E+10, 8.790839E+10, 9.192039E+10, 9.609072E+10, 1.004247E+11, 1.049276E+11, 1.096052E+11, 1.144631E+11, 1.195073E+11, 1.247437E+11, 1.301785E+11, 1.358181E+11, 1.416690E+11, 1.477380E+11, 1.540319E+11, 1.605577E+11, 1.673227E+11, 1.743343E+11, 1.816000E+11, 1.891278E+11, 1.969255E+11, 2.050014E+11, 2.133638E+11, 2.220214E+11, 2.309830E+11, 2.402576E+11, 2.498545E+11, 2.597830E+11, 2.700530E+11, 2.806744E+11, 2.916573E+11, 3.030122E+11, 3.147497E+11, 3.268807E+11, 3.394164E+11, 3.523683E+11, 3.657479E+11, 3.795672E+11, 3.938387E+11, 4.085747E+11, 4.237879E+11, 4.394915E+11, 4.556990E+11, 4.724240E+11, 4.896804E+11, 5.074825E+11, 5.258451E+11, 5.447830E+11, 5.643114E+11, 5.844460E+11, 6.052027E+11, 6.265977E+11, 6.486480E+11, 6.713700E+11, 6.947814E+11, 7.188998E+11, 7.437436E+11, 7.693308E+11, 7.956805E+11, 8.228118E+11, 8.507446E+11, 8.794988E+11, 9.090947E+11, 9.395534E+11, 9.708961E+11, 1.003145E+12, 1.036321E+12, 1.070448E+12, 1.105549E+12, 1.141647E+12, 1.178766E+12, 1.216931E+12, 1.256166E+12, 1.296498E+12, 1.337952E+12, 1.380554E+12, 1.424331E+12, 1.469312E+12, 1.515524E+12, 1.562995E+12, 1.611755E+12, 1.661833E+12, 1.713259E+12, 1.766065E+12, 1.820282E+12, 1.875941E+12, 1.933075E+12, 1.991718E+12, 2.051902E+12, 2.113663E+12, 2.177035E+12, 2.242055E+12, 2.308758E+12, 2.377181E+12, 2.447362E+12, 2.519339E+12, 2.593152E+12, 2.668840E+12, 2.746443E+12, 2.826002E+12, 2.907559E+12, 2.991157E+12, 3.076840E+12, 3.164651E+12, 3.254635E+12, 3.346837E+12, ]) # ---------------------- M = 49, I = 2 --------------------------- M = 49 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[0] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.536788E+02, 3.051435E+04, 8.626393E+04, 1.586606E+05, 2.456296E+05, 3.477452E+05, 4.672541E+05, 6.075406E+05, 7.728694E+05, 9.682784E+05, 1.199558E+06, 1.473286E+06, 1.796889E+06, 2.178729E+06, 2.628202E+06, 3.155848E+06, 3.773466E+06, 4.494242E+06, 5.332883E+06, 6.305759E+06, 7.431058E+06, 8.728947E+06, 1.022174E+07, 1.193408E+07, 1.389313E+07, 1.612879E+07, 1.867388E+07, 2.156440E+07, 2.483975E+07, 2.854298E+07, 3.272105E+07, 3.742513E+07, 4.271087E+07, 4.863870E+07, 5.527418E+07, 6.268830E+07, 7.095785E+07, 8.016580E+07, 9.040167E+07, 1.017619E+08, 1.143503E+08, 1.282786E+08, 1.436666E+08, 1.606431E+08, 1.793457E+08, 1.999222E+08, 2.225305E+08, 2.473392E+08, 2.745284E+08, 3.042904E+08, 3.368300E+08, 3.723651E+08, 4.111276E+08, 4.533644E+08, 4.993372E+08, 5.493242E+08, 6.036203E+08, 6.625380E+08, 7.264084E+08, 7.955819E+08, 8.704289E+08, 9.513412E+08, 1.038732E+09, 1.133039E+09, 1.234722E+09, 1.344267E+09, 1.462186E+09, 1.589017E+09, 1.725329E+09, 1.871716E+09, 2.028808E+09, 2.197261E+09, 2.377770E+09, 2.571060E+09, 2.777894E+09, 2.999070E+09, 3.235427E+09, 3.487843E+09, 3.757235E+09, 4.044568E+09, 4.350846E+09, 4.677124E+09, 5.024499E+09, 5.394123E+09, 5.787198E+09, 6.204973E+09, 6.648762E+09, 7.119927E+09, 7.619892E+09, 8.150140E+09, 8.712220E+09, 9.307740E+09, 9.938379E+09, 1.060588E+10, 1.131207E+10, 1.205882E+10, 1.284811E+10, 1.368199E+10, 1.456256E+10, 1.549205E+10, 1.647274E+10, 1.750701E+10, 1.859732E+10, 1.974625E+10, 2.095645E+10, 2.223068E+10, 2.357178E+10, 2.498274E+10, 2.646661E+10, 2.802658E+10, 2.966593E+10, 3.138808E+10, 3.319655E+10, 3.509501E+10, 3.708723E+10, 3.917710E+10, 4.136869E+10, 4.366616E+10, 4.607384E+10, 4.859618E+10, 5.123780E+10, 5.400345E+10, 5.689808E+10, 5.992673E+10, 6.309465E+10, 6.640727E+10, 6.987015E+10, 7.348904E+10, 7.726990E+10, 8.121884E+10, 8.534217E+10, 8.964640E+10, 9.413822E+10, 9.882455E+10, 1.037125E+11, 1.088094E+11, 1.141229E+11, 1.196605E+11, 1.254305E+11, 1.314410E+11, 1.377004E+11, 1.442175E+11, 1.510013E+11, 1.580609E+11, 1.654059E+11, 1.730460E+11, 1.809912E+11, 1.892519E+11, 1.978386E+11, 2.067621E+11, 2.160338E+11, 2.256649E+11, 2.356674E+11, 2.460533E+11, 2.568351E+11, 2.680255E+11, 2.796376E+11, 2.916849E+11, 3.041811E+11, 3.171404E+11, 3.305773E+11, 3.445067E+11, 3.589439E+11, 3.739045E+11, 3.894045E+11, 4.054605E+11, 4.220892E+11, 4.393081E+11, 4.571347E+11, 4.755873E+11, 4.946844E+11, 5.144452E+11, 5.348889E+11, 5.560357E+11, 5.779061E+11, 6.005211E+11, 6.239019E+11, 6.480705E+11, 6.730496E+11, 6.988620E+11, 7.255312E+11, 7.530815E+11, 7.815372E+11, 8.109238E+11, 8.412671E+11, 8.725931E+11, 9.049290E+11, 9.383023E+11, 9.727413E+11, 1.008275E+12, 1.044932E+12, 1.082743E+12, 1.121739E+12, 1.161951E+12, 1.203411E+12, 1.246152E+12, 1.290208E+12, 1.335613E+12, 1.382402E+12, 1.430610E+12, 1.480274E+12, 1.531431E+12, 1.584120E+12, 1.638379E+12, 1.694247E+12, 1.751766E+12, 1.810976E+12, 1.871920E+12, 1.934640E+12, 1.999181E+12, 2.065587E+12, 2.133904E+12, 2.204179E+12, 2.276458E+12, 2.350791E+12, 2.427227E+12, 2.505817E+12, 2.586611E+12, 2.669663E+12, 2.755024E+12, 2.842752E+12, 2.932900E+12, 3.025525E+12, 3.120685E+12, 3.218439E+12, 3.318847E+12, 3.421969E+12, 3.527869E+12, 3.636609E+12, 3.748253E+12, 3.862869E+12, 3.980522E+12, 4.101281E+12, 4.225217E+12, 4.352398E+12, 4.482897E+12, 4.616789E+12, 4.754148E+12, 4.895049E+12, 5.039569E+12, 5.187790E+12, 5.339789E+12, 5.495649E+12, 5.655455E+12, 5.819289E+12, 5.987238E+12, 6.159389E+12, 6.335833E+12, 6.516660E+12, 6.701962E+12, 6.891832E+12, ]) # ---------------------- M = 50, I = 1 --------------------------- M = 50 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.769600E+00, 4.269987E+01, 9.814561E+01, 1.552356E+02, 2.128150E+02, 2.706077E+02, 3.285146E+02, 3.864951E+02, 4.445326E+02, 5.026278E+02, 5.608132E+02, 6.191261E+02, 6.776212E+02, 7.363736E+02, 7.954647E+02, 8.549797E+02, 9.149952E+02, 9.755928E+02, 1.036859E+03, 1.098863E+03, 1.161685E+03, 1.225362E+03, 1.289972E+03, 1.355557E+03, 1.422167E+03, 1.489851E+03, 1.558626E+03, 1.628532E+03, 1.699607E+03, 1.771871E+03, 1.845355E+03, 1.920070E+03, 1.996043E+03, 2.073277E+03, 2.151791E+03, 2.231603E+03, 2.312747E+03, 2.395195E+03, 2.478975E+03, 2.564097E+03, 2.650564E+03, 2.738380E+03, 2.827570E+03, 2.918108E+03, 3.010041E+03, 3.103340E+03, 3.198024E+03, 3.294087E+03, 3.391545E+03, 3.490387E+03, 3.590631E+03, 3.692292E+03, 3.795325E+03, 3.899805E+03, 4.005654E+03, 4.112914E+03, 4.221598E+03, 4.331719E+03, 4.443221E+03, 4.556148E+03, 4.670476E+03, 4.786249E+03, 4.903443E+03, 5.022065E+03, 5.142089E+03, 5.263558E+03, 5.386445E+03, 5.510755E+03, 5.636496E+03, 5.763636E+03, 5.892261E+03, 6.022257E+03, 6.153753E+03, 6.286630E+03, 6.420936E+03, 6.556719E+03, 6.693898E+03, 6.832523E+03, 6.972598E+03, 7.114083E+03, 7.257028E+03, 7.401392E+03, 7.547226E+03, 7.694488E+03, 7.843181E+03, 7.993308E+03, 8.144875E+03, 8.297883E+03, 8.452338E+03, 8.608242E+03, 8.765548E+03, 8.924362E+03, 9.084530E+03, 9.246215E+03, 9.409312E+03, 9.573879E+03, 9.739863E+03, 9.907323E+03, 1.007621E+04, 1.024651E+04, 1.041830E+04, 1.059152E+04, 1.076618E+04, 1.094226E+04, 1.111984E+04, 1.129880E+04, 1.147925E+04, 1.166115E+04, 1.184449E+04, 1.202927E+04, 1.221551E+04, 1.240319E+04, 1.259232E+04, 1.278283E+04, 1.297487E+04, 1.316836E+04, 1.336323E+04, 1.355957E+04, 1.375736E+04, 1.395662E+04, 1.415733E+04, 1.435944E+04, 1.456301E+04, 1.476805E+04, 1.497455E+04, 1.518245E+04, 1.539182E+04, 1.560258E+04, 1.581489E+04, 1.602852E+04, 1.624369E+04, 1.646026E+04, 1.667823E+04, 1.689775E+04, 1.711859E+04, 1.734099E+04, 1.756470E+04, 1.778997E+04, 1.801664E+04, 1.824470E+04, 1.847424E+04, 1.870518E+04, 1.893760E+04, 1.917141E+04, 1.940670E+04, 1.964339E+04, 1.988156E+04, 2.012112E+04, 2.036208E+04, 2.060452E+04, 2.084835E+04, 2.109366E+04, 2.134037E+04, 2.158846E+04, 2.183804E+04, 2.208901E+04, 2.234136E+04, 2.259519E+04, 2.285042E+04, 2.310712E+04, 2.336520E+04, 2.362467E+04, 2.388553E+04, 2.414786E+04, 2.441157E+04, 2.467677E+04, 2.494324E+04, 2.521119E+04, 2.548061E+04, 2.575131E+04, 2.602348E+04, 2.629703E+04, 2.657195E+04, 2.684834E+04, 2.712610E+04, 2.740522E+04, ]) # ---------------------- M = 50, I = 2 --------------------------- M = 50 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.784190E+00, 4.344159E+01, 9.997170E+01, 1.581917E+02, 2.169147E+02, 2.758572E+02, 3.349170E+02, 3.940525E+02, 4.532464E+02, 5.125045E+02, 5.718560E+02, 6.313451E+02, 6.910295E+02, 7.509947E+02, 8.113115E+02, 8.720752E+02, 9.333752E+02, 9.952881E+02, 1.057893E+03, 1.121284E+03, 1.185511E+03, 1.250646E+03, 1.316747E+03, 1.383869E+03, 1.452039E+03, 1.521334E+03, 1.591771E+03, 1.663379E+03, 1.736195E+03, 1.810241E+03, 1.885547E+03, 1.962127E+03, 2.039987E+03, 2.119187E+03, 2.199692E+03, 2.281556E+03, 2.364777E+03, 2.449343E+03, 2.535286E+03, 2.622613E+03, 2.711330E+03, 2.801463E+03, 2.892990E+03, 2.985909E+03, 3.080268E+03, 3.176036E+03, 3.273235E+03, 3.371855E+03, 3.471916E+03, 3.573406E+03, 3.676342E+03, 3.780709E+03, 3.886523E+03, 3.993797E+03, 4.102516E+03, 4.212690E+03, 4.324334E+03, 4.437392E+03, 4.551942E+03, 4.667963E+03, 4.785429E+03, 4.904350E+03, 5.024735E+03, 5.146593E+03, 5.269896E+03, 5.394689E+03, 5.520982E+03, 5.648704E+03, 5.777902E+03, 5.908582E+03, 6.040712E+03, 6.174338E+03, 6.309425E+03, 6.446022E+03, 6.584049E+03, 6.723599E+03, 6.864589E+03, 7.007068E+03, 7.151042E+03, 7.296470E+03, 7.443403E+03, 7.591798E+03, 7.741660E+03, 7.893042E+03, 8.045899E+03, 8.200235E+03, 8.356054E+03, 8.513307E+03, 8.672103E+03, 8.832393E+03, 8.994127E+03, 9.157362E+03, 9.322101E+03, 9.488294E+03, 9.655997E+03, 9.825158E+03, 9.995836E+03, 1.016798E+04, 1.034164E+04, 1.051677E+04, 1.069338E+04, 1.087151E+04, 1.105106E+04, 1.123214E+04, 1.141471E+04, 1.159882E+04, 1.178434E+04, 1.197142E+04, 1.215991E+04, 1.234990E+04, 1.254144E+04, 1.273440E+04, 1.292893E+04, 1.312488E+04, 1.332233E+04, 1.352128E+04, 1.372172E+04, 1.392367E+04, 1.412705E+04, 1.433200E+04, 1.453839E+04, 1.474621E+04, 1.495561E+04, 1.516644E+04, 1.537878E+04, 1.559263E+04, 1.580792E+04, 1.602472E+04, 1.624304E+04, 1.646279E+04, 1.668405E+04, 1.690675E+04, 1.713097E+04, 1.735671E+04, 1.758388E+04, 1.781249E+04, 1.804261E+04, 1.827426E+04, 1.850734E+04, 1.874195E+04, 1.897798E+04, 1.921554E+04, 1.945454E+04, 1.969497E+04, 1.993692E+04, 2.018039E+04, 2.042530E+04, 2.067164E+04, 2.091950E+04, 2.116879E+04, 2.141952E+04, 2.167176E+04, 2.192553E+04, 2.218063E+04, 2.243725E+04, 2.269540E+04, 2.295488E+04, 2.321596E+04, 2.347839E+04, 2.374232E+04, 2.400769E+04, 2.427447E+04, 2.454277E+04, 2.481249E+04, 2.508362E+04, 2.535627E+04, 2.563034E+04, 2.590582E+04, 2.618281E+04, 2.646111E+04, 2.674103E+04, 2.702225E+04, 2.730487E+04, 2.758901E+04, 2.787455E+04, 2.816159E+04, ]) # ---------------------- M = 50, I = 3 --------------------------- M = 50 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 1.829360E+00, 4.567662E+01, 1.054716E+02, 1.670941E+02, 2.292611E+02, 2.916655E+02, 3.541968E+02, 4.168097E+02, 4.794904E+02, 5.422517E+02, 6.051222E+02, 6.681570E+02, 7.314428E+02, 7.950479E+02, 8.590830E+02, 9.236403E+02, 9.888198E+02, 1.054709E+03, 1.121396E+03, 1.188975E+03, 1.257504E+03, 1.327060E+03, 1.397697E+03, 1.469475E+03, 1.542453E+03, 1.616657E+03, 1.692120E+03, 1.768904E+03, 1.847020E+03, 1.926507E+03, 2.007363E+03, 2.089638E+03, 2.173342E+03, 2.258478E+03, 2.345089E+03, 2.433172E+03, 2.522743E+03, 2.613793E+03, 2.706354E+03, 2.800433E+03, 2.896036E+03, 2.993166E+03, 3.091851E+03, 3.192062E+03, 3.293823E+03, 3.397129E+03, 3.502001E+03, 3.608430E+03, 3.716436E+03, 3.826007E+03, 3.937129E+03, 4.049850E+03, 4.164154E+03, 4.280024E+03, 4.397473E+03, 4.516514E+03, 4.637127E+03, 4.759358E+03, 4.883149E+03, 5.008545E+03, 5.135559E+03, 5.264164E+03, 5.394332E+03, 5.526108E+03, 5.659504E+03, 5.794488E+03, 5.931067E+03, 6.069251E+03, 6.209046E+03, 6.350461E+03, 6.493459E+03, 6.638047E+03, 6.784276E+03, 6.932107E+03, 7.081546E+03, 7.232601E+03, 7.385228E+03, 7.539480E+03, 7.695363E+03, 7.852884E+03, 8.011947E+03, 8.172707E+03, 8.335018E+03, 8.498934E+03, 8.664511E+03, 8.831702E+03, 9.000458E+03, 9.170889E+03, 9.342891E+03, 9.516521E+03, 9.691784E+03, 9.868684E+03, 1.004717E+04, 1.022729E+04, 1.040901E+04, 1.059237E+04, 1.077733E+04, 1.096388E+04, 1.115209E+04, 1.134190E+04, 1.153338E+04, 1.172646E+04, 1.192108E+04, 1.211738E+04, 1.231535E+04, 1.251487E+04, 1.271601E+04, 1.291883E+04, 1.312320E+04, 1.332925E+04, 1.353687E+04, 1.374610E+04, 1.395703E+04, 1.416951E+04, 1.438362E+04, 1.459936E+04, 1.481666E+04, 1.503566E+04, 1.525623E+04, 1.547842E+04, 1.570225E+04, 1.592764E+04, 1.615467E+04, 1.638333E+04, 1.661363E+04, 1.684549E+04, 1.707899E+04, 1.731414E+04, 1.755084E+04, 1.778910E+04, 1.802909E+04, 1.827064E+04, 1.851375E+04, 1.875850E+04, 1.900489E+04, 1.925285E+04, 1.950236E+04, 1.975360E+04, 2.000631E+04, 2.026067E+04, 2.051667E+04, 2.077423E+04, 2.103334E+04, 2.129409E+04, 2.155649E+04, 2.182035E+04, 2.208594E+04, 2.235299E+04, 2.262168E+04, 2.289202E+04, 2.316380E+04, 2.343732E+04, 2.371229E+04, 2.398890E+04, 2.426705E+04, 2.454684E+04, 2.482816E+04, 2.511102E+04, 2.539552E+04, 2.568155E+04, 2.596912E+04, 2.625831E+04, 2.654893E+04, 2.684129E+04, 2.713506E+04, 2.743046E+04, 2.772739E+04, 2.802583E+04, 2.832590E+04, 2.862748E+04, 2.893058E+04, 2.923518E+04, 2.954141E+04, 2.984914E+04, 3.015838E+04, 3.046922E+04, ]) # ---------------------- M = 51, I = 1 --------------------------- M = 51 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.242436E+01, 7.725486E+02, 2.121419E+03, 3.890178E+03, 6.013062E+03, 8.504252E+03, 1.142366E+04, 1.485658E+04, 1.890626E+04, 2.369326E+04, 2.935867E+04, 3.606709E+04, 4.401067E+04, 5.341521E+04, 6.454346E+04, 7.771136E+04, 9.328406E+04, 1.116825E+05, 1.334005E+05, 1.590135E+05, 1.891903E+05, 2.247090E+05, 2.664698E+05, 3.155170E+05, 3.730570E+05, 4.404840E+05, 5.194095E+05, 6.116882E+05, 7.194554E+05, 8.451682E+05, 9.916491E+05, 1.162137E+06, 1.360343E+06, 1.590521E+06, 1.857532E+06, 2.166934E+06, 2.525070E+06, 2.939175E+06, 3.417490E+06, 3.969394E+06, 4.605551E+06, 5.338073E+06, 6.180709E+06, 7.149044E+06, 8.260724E+06, 9.535725E+06, 1.099663E+07, 1.266894E+07, 1.458144E+07, 1.676658E+07, 1.926092E+07, 2.210560E+07, 2.534690E+07, 2.903680E+07, 3.323367E+07, 3.800297E+07, 4.341808E+07, 4.956117E+07, 5.652419E+07, 6.440992E+07, 7.333322E+07, 8.342230E+07, 9.482017E+07, 1.076862E+08, 1.221980E+08, 1.385530E+08, 1.569711E+08, 1.776964E+08, 2.010001E+08, 2.271832E+08, 2.565793E+08, 2.895582E+08, 3.265296E+08, 3.679465E+08, 4.143103E+08, 4.661747E+08, 5.241516E+08, 5.889162E+08, 6.612133E+08, 7.418637E+08, 8.317719E+08, 9.319336E+08, 1.043444E+09, 1.167508E+09, 1.305450E+09, 1.458722E+09, 1.628922E+09, 1.817798E+09, 2.027272E+09, 2.259444E+09, 2.516619E+09, 2.801317E+09, 3.116294E+09, 3.464566E+09, 3.849427E+09, 4.274473E+09, 4.743631E+09, 5.261186E+09, 5.831808E+09, 6.460589E+09, 7.153075E+09, 7.915304E+09, 8.753845E+09, 9.675848E+09, 1.068908E+10, 1.180199E+10, 1.302374E+10, 1.436429E+10, 1.583444E+10, 1.744592E+10, 1.921141E+10, 2.114470E+10, 2.326068E+10, 2.557551E+10, 2.810664E+10, 3.087298E+10, 3.389497E+10, 3.719468E+10, 4.079597E+10, 4.472462E+10, 4.900843E+10, 5.367742E+10, 5.876395E+10, 6.430294E+10, 7.033198E+10, 7.689160E+10, 8.402544E+10, 9.178048E+10, 1.002073E+11, 1.093602E+11, 1.192976E+11, 1.300825E+11, 1.417824E+11, 1.544698E+11, 1.682225E+11, 1.831241E+11, 1.992643E+11, 2.167394E+11, 2.356524E+11, 2.561139E+11, 2.782424E+11, 3.021646E+11, 3.280164E+11, 3.559434E+11, 3.861009E+11, 4.186556E+11, 4.537853E+11, 4.916803E+11, 5.325440E+11, 5.765937E+11, 6.240612E+11, 6.751945E+11, 7.302577E+11, 7.895332E+11, 8.533219E+11, 9.219446E+11, 9.957437E+11, 1.075084E+12, 1.160353E+12, 1.251966E+12, 1.350364E+12, 1.456014E+12, 1.569417E+12, 1.691105E+12, 1.821642E+12, 1.961629E+12, 2.111705E+12, 2.272549E+12, 2.444884E+12, 2.629474E+12, 2.827135E+12, 3.038731E+12, 3.265180E+12, 3.507453E+12, 3.766586E+12, 4.043672E+12, ]) # ---------------------- M = 52, I = 1 --------------------------- M = 52 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.000000E-06, 9.439835E+00, 2.871728E+01, 5.406319E+01, 8.449555E+01, 1.193488E+02, 1.582205E+02, 2.008949E+02, 2.472961E+02, 2.974472E+02, 3.514358E+02, 4.093897E+02, 4.714617E+02, 5.378208E+02, 6.086474E+02, 6.841307E+02, 7.644677E+02, 8.498620E+02, 9.405242E+02, 1.036671E+03, 1.138525E+03, 1.246317E+03, 1.360281E+03, 1.480661E+03, 1.607706E+03, 1.741671E+03, 1.882822E+03, 2.031428E+03, 2.187770E+03, 2.352137E+03, 2.524823E+03, 2.706136E+03, 2.896391E+03, 3.095913E+03, 3.305037E+03, 3.524108E+03, 3.753482E+03, 3.993526E+03, 4.244617E+03, 4.507146E+03, 4.781511E+03, 5.068125E+03, 5.367413E+03, 5.679810E+03, 6.005763E+03, 6.345735E+03, 6.700197E+03, 7.069636E+03, 7.454550E+03, 7.855452E+03, 8.272866E+03, 8.707330E+03, 9.159397E+03, 9.629633E+03, 1.011862E+04, 1.062694E+04, 1.115522E+04, 1.170407E+04, 1.227414E+04, 1.286606E+04, 1.348052E+04, 1.411819E+04, 1.477977E+04, 1.546598E+04, 1.617755E+04, 1.691522E+04, 1.767975E+04, 1.847193E+04, 1.929255E+04, 2.014242E+04, 2.102237E+04, 2.193326E+04, 2.287594E+04, 2.385130E+04, 2.486024E+04, 2.590368E+04, 2.698256E+04, 2.809783E+04, 2.925048E+04, 3.044150E+04, 3.167190E+04, 3.294272E+04, 3.425501E+04, 3.560985E+04, 3.700835E+04, 3.845160E+04, 3.994076E+04, 4.147698E+04, 4.306145E+04, 4.469536E+04, 4.637995E+04, 4.811646E+04, 4.990616E+04, 5.175035E+04, 5.365034E+04, 5.560747E+04, 5.762312E+04, 5.969865E+04, 6.183550E+04, 6.403509E+04, 6.629888E+04, 6.862837E+04, 7.102507E+04, 7.349051E+04, 7.602625E+04, 7.863389E+04, 8.131504E+04, 8.407135E+04, 8.690448E+04, 8.981613E+04, 9.280803E+04, 9.588192E+04, 9.903959E+04, 1.022828E+05, 1.056135E+05, 1.090335E+05, 1.125446E+05, 1.161488E+05, 1.198481E+05, 1.236444E+05, 1.275397E+05, 1.315362E+05, 1.356358E+05, 1.398406E+05, 1.441529E+05, 1.485747E+05, 1.531082E+05, 1.577558E+05, 1.625195E+05, 1.674018E+05, 1.724050E+05, 1.775314E+05, 1.827833E+05, 1.881633E+05, 1.936738E+05, 1.993172E+05, 2.050961E+05, 2.110130E+05, 2.170706E+05, 2.232714E+05, 2.296181E+05, 2.361134E+05, 2.427600E+05, 2.495607E+05, 2.565183E+05, 2.636356E+05, 2.709155E+05, 2.783609E+05, 2.859747E+05, 2.937599E+05, 3.017195E+05, 3.098566E+05, 3.181742E+05, 3.266755E+05, 3.353636E+05, 3.442417E+05, 3.533131E+05, 3.625811E+05, 3.720488E+05, 3.817198E+05, 3.915973E+05, 4.016848E+05, 4.119858E+05, 4.225038E+05, 4.332422E+05, 4.442047E+05, 4.553950E+05, 4.668165E+05, 4.784731E+05, 4.903685E+05, 5.025065E+05, 5.148908E+05, 5.275254E+05, 5.404141E+05, 5.535608E+05, 5.669696E+05, ]) # ---------------------- M = 53, I = 1 --------------------------- M = 53 I = 1 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 3.357230E+00, 6.388395E+01, 1.276299E+02, 1.914331E+02, 2.556212E+02, 3.212115E+02, 3.897614E+02, 4.629667E+02, 5.424324E+02, 6.296189E+02, 7.258625E+02, 8.324166E+02, 9.504891E+02, 1.081274E+03, 1.225973E+03, 1.385815E+03, 1.562070E+03, 1.756055E+03, 1.969145E+03, 2.202779E+03, 2.458461E+03, 2.737768E+03, 3.042351E+03, 3.373938E+03, 3.734336E+03, 4.125436E+03, 4.549211E+03, 5.007721E+03, 5.503115E+03, 6.037631E+03, 6.613599E+03, 7.233444E+03, 7.899685E+03, 8.614941E+03, 9.381928E+03, 1.020347E+04, 1.108248E+04, 1.202199E+04, 1.302514E+04, 1.409517E+04, 1.523543E+04, 1.644939E+04, 1.774064E+04, 1.911288E+04, 2.056992E+04, 2.211570E+04, 2.375428E+04, 2.548986E+04, 2.732674E+04, 2.926936E+04, 3.132230E+04, 3.349026E+04, 3.577808E+04, 3.819073E+04, 4.073333E+04, 4.341113E+04, 4.622952E+04, 4.919405E+04, 5.231040E+04, 5.558441E+04, 5.902205E+04, 6.262946E+04, 6.641295E+04, 7.037894E+04, 7.453405E+04, 7.888504E+04, 8.343883E+04, 8.820253E+04, 9.318338E+04, 9.838881E+04, 1.038264E+05, 1.095040E+05, 1.154294E+05, 1.216108E+05, 1.280566E+05, 1.347751E+05, 1.417750E+05, 1.490652E+05, 1.566547E+05, 1.645527E+05, 1.727687E+05, 1.813122E+05, 1.901930E+05, 1.994211E+05, 2.090067E+05, 2.189602E+05, 2.292922E+05, 2.400135E+05, 2.511350E+05, 2.626681E+05, 2.746241E+05, 2.870146E+05, 2.998515E+05, 3.131469E+05, 3.269131E+05, 3.411625E+05, 3.559080E+05, 3.711624E+05, 3.869389E+05, 4.032510E+05, 4.201123E+05, 4.375367E+05, 4.555383E+05, 4.741314E+05, 4.933307E+05, 5.131510E+05, 5.336073E+05, 5.547150E+05, 5.764896E+05, 5.989470E+05, 6.221033E+05, 6.459748E+05, 6.705781E+05, 6.959299E+05, 7.220475E+05, 7.489482E+05, 7.766496E+05, 8.051697E+05, 8.345266E+05, 8.647387E+05, 8.958248E+05, 9.278039E+05, 9.606952E+05, 9.945184E+05, 1.029293E+06, 1.065040E+06, 1.101778E+06, 1.139530E+06, 1.178315E+06, 1.218156E+06, 1.259073E+06, 1.301088E+06, 1.344225E+06, 1.388504E+06, 1.433950E+06, 1.480585E+06, 1.528432E+06, 1.577515E+06, 1.627859E+06, 1.679487E+06, 1.732424E+06, 1.786695E+06, 1.842326E+06, 1.899341E+06, 1.957768E+06, 2.017632E+06, 2.078959E+06, 2.141778E+06, 2.206114E+06, 2.271996E+06, 2.339451E+06, 2.408509E+06, 2.479196E+06, 2.551543E+06, 2.625579E+06, 2.701333E+06, 2.778836E+06, 2.858117E+06, 2.939208E+06, 3.022139E+06, 3.106942E+06, 3.193650E+06, 3.282293E+06, 3.372905E+06, 3.465518E+06, 3.560166E+06, 3.656882E+06, 3.755701E+06, 3.856657E+06, 3.959784E+06, 4.065119E+06, 4.172696E+06, 4.282551E+06, 4.394721E+06, 4.509242E+06, 4.626152E+06, ]) # ---------------------- M = 53, I = 2 --------------------------- M = 53 I = 2 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.908470E+00, 1.316557E+02, 2.630372E+02, 3.945385E+02, 5.268460E+02, 6.620835E+02, 8.034970E+02, 9.546200E+02, 1.118799E+03, 1.299078E+03, 1.498248E+03, 1.718924E+03, 1.963631E+03, 2.234865E+03, 2.535144E+03, 2.867044E+03, 3.233225E+03, 3.636454E+03, 4.079620E+03, 4.565744E+03, 5.097990E+03, 5.679674E+03, 6.314270E+03, 7.005414E+03, 7.756911E+03, 8.572742E+03, 9.457061E+03, 1.041421E+04, 1.144871E+04, 1.256529E+04, 1.376884E+04, 1.506449E+04, 1.645754E+04, 1.795352E+04, 1.955815E+04, 2.127738E+04, 2.311737E+04, 2.508451E+04, 2.718541E+04, 2.942693E+04, 3.181613E+04, 3.436034E+04, 3.706712E+04, 3.994428E+04, 4.299988E+04, 4.624224E+04, 4.967993E+04, 5.332180E+04, 5.717695E+04, 6.125477E+04, 6.556491E+04, 7.011731E+04, 7.492218E+04, 7.999005E+04, 8.533172E+04, 9.095828E+04, 9.688115E+04, 1.031120E+05, 1.096629E+05, 1.165462E+05, 1.237744E+05, 1.313607E+05, 1.393182E+05, 1.476606E+05, 1.564019E+05, 1.655564E+05, 1.751387E+05, 1.851638E+05, 1.956471E+05, 2.066043E+05, 2.180514E+05, 2.300049E+05, 2.424815E+05, 2.554985E+05, 2.690734E+05, 2.832241E+05, 2.979690E+05, 3.133267E+05, 3.293164E+05, 3.459575E+05, 3.632700E+05, 3.812742E+05, 3.999909E+05, 4.194410E+05, 4.396463E+05, 4.606288E+05, 4.824107E+05, 5.050151E+05, 5.284651E+05, 5.527846E+05, 5.779977E+05, 6.041290E+05, 6.312037E+05, 6.592472E+05, 6.882857E+05, 7.183455E+05, 7.494537E+05, 7.816377E+05, 8.149253E+05, 8.493451E+05, 8.849259E+05, 9.216971E+05, 9.596886E+05, 9.989308E+05, 1.039455E+06, 1.081291E+06, 1.124473E+06, 1.169032E+06, 1.215002E+06, 1.262415E+06, 1.311307E+06, 1.361711E+06, 1.413663E+06, 1.467198E+06, 1.522353E+06, 1.579164E+06, 1.637669E+06, 1.697906E+06, 1.759913E+06, 1.823730E+06, 1.889395E+06, 1.956950E+06, 2.026435E+06, 2.097891E+06, 2.171361E+06, 2.246887E+06, 2.324512E+06, 2.404281E+06, 2.486237E+06, 2.570426E+06, 2.656894E+06, 2.745687E+06, 2.836852E+06, 2.930436E+06, 3.026488E+06, 3.125057E+06, 3.226192E+06, 3.329943E+06, 3.436362E+06, 3.545501E+06, 3.657410E+06, 3.772143E+06, 3.889755E+06, 4.010298E+06, 4.133829E+06, 4.260402E+06, 4.390074E+06, 4.522903E+06, 4.658945E+06, 4.798260E+06, 4.940907E+06, 5.086945E+06, 5.236436E+06, 5.389440E+06, 5.546021E+06, 5.706240E+06, 5.870161E+06, 6.037850E+06, 6.209371E+06, 6.384789E+06, 6.564172E+06, 6.747587E+06, 6.935102E+06, 7.126787E+06, 7.322711E+06, 7.522944E+06, 7.727559E+06, 7.936627E+06, 8.150221E+06, 8.368415E+06, 8.591283E+06, 8.818902E+06, 9.051347E+06, 9.288696E+06, 9.531026E+06, 9.778416E+06, ]) # ---------------------- M = 53, I = 3 --------------------------- M = 53 I = 3 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 2.724759E+01, 5.188821E+02, 1.036664E+03, 1.554914E+03, 2.076315E+03, 2.609185E+03, 3.166242E+03, 3.761337E+03, 4.407580E+03, 5.116904E+03, 5.900230E+03, 6.767805E+03, 7.729507E+03, 8.795104E+03, 9.974440E+03, 1.127758E+04, 1.271492E+04, 1.429726E+04, 1.603589E+04, 1.794258E+04, 2.002969E+04, 2.231015E+04, 2.479752E+04, 2.750597E+04, 3.045034E+04, 3.364615E+04, 3.710960E+04, 4.085761E+04, 4.490782E+04, 4.927862E+04, 5.398913E+04, 5.905927E+04, 6.450975E+04, 7.036207E+04, 7.663855E+04, 8.336236E+04, 9.055751E+04, 9.824887E+04, 1.064622E+05, 1.152242E+05, 1.245624E+05, 1.345053E+05, 1.450823E+05, 1.563239E+05, 1.682615E+05, 1.809275E+05, 1.943551E+05, 2.085790E+05, 2.236344E+05, 2.395580E+05, 2.563872E+05, 2.741609E+05, 2.929188E+05, 3.127018E+05, 3.335519E+05, 3.555124E+05, 3.786276E+05, 4.029431E+05, 4.285056E+05, 4.553632E+05, 4.835651E+05, 5.131617E+05, 5.442048E+05, 5.767474E+05, 6.108439E+05, 6.465498E+05, 6.839223E+05, 7.230196E+05, 7.639014E+05, 8.066289E+05, 8.512645E+05, 8.978721E+05, 9.465171E+05, 9.972663E+05, 1.050188E+06, 1.105352E+06, 1.162829E+06, 1.222692E+06, 1.285016E+06, 1.349877E+06, 1.417351E+06, 1.487518E+06, 1.560458E+06, 1.636254E+06, 1.714990E+06, 1.796750E+06, 1.881623E+06, 1.969697E+06, 2.061062E+06, 2.155812E+06, 2.254039E+06, 2.355840E+06, 2.461313E+06, 2.570556E+06, 2.683671E+06, 2.800761E+06, 2.921930E+06, 3.047286E+06, 3.176937E+06, 3.310992E+06, 3.449566E+06, 3.592771E+06, 3.740724E+06, 3.893544E+06, 4.051350E+06, 4.214264E+06, 4.382412E+06, 4.555918E+06, 4.734911E+06, 4.919521E+06, 5.109882E+06, 5.306126E+06, 5.508392E+06, 5.716817E+06, 5.931542E+06, 6.152711E+06, 6.380469E+06, 6.614963E+06, 6.856342E+06, 7.104760E+06, 7.360369E+06, 7.623326E+06, 7.893790E+06, 8.171922E+06, 8.457886E+06, 8.751846E+06, 9.053972E+06, 9.364433E+06, 9.683403E+06, 1.001106E+07, 1.034757E+07, 1.069313E+07, 1.104791E+07, 1.141209E+07, 1.178588E+07, 1.216945E+07, 1.256300E+07, 1.296673E+07, 1.338083E+07, 1.380550E+07, 1.424095E+07, 1.468738E+07, 1.514500E+07, 1.561402E+07, 1.609465E+07, 1.658712E+07, 1.709163E+07, 1.760842E+07, 1.813770E+07, 1.867971E+07, 1.923467E+07, 1.980281E+07, 2.038438E+07, 2.097961E+07, 2.158874E+07, 2.221202E+07, 2.284969E+07, 2.350201E+07, 2.416922E+07, 2.485159E+07, 2.554937E+07, 2.626282E+07, 2.699222E+07, 2.773782E+07, 2.849990E+07, 2.927873E+07, 3.007460E+07, 3.088777E+07, 3.171854E+07, 3.256719E+07, 3.343401E+07, 3.431930E+07, 3.522335E+07, 3.614645E+07, 3.708892E+07, 3.805106E+07, ]) # ---------------------- M = 53, I = 4 --------------------------- M = 53 I = 4 TIPS_2017_ISOT_HASH[(M,I)] = TIPS_2017_ISOT[2] TIPS_2017_ISOQ_HASH[(M,I)] = float64([ 6.713360E+00, 1.277459E+02, 2.552158E+02, 3.828120E+02, 5.112785E+02, 6.428265E+02, 7.807297E+02, 9.284754E+02, 1.089325E+03, 1.266231E+03, 1.461891E+03, 1.678831E+03, 1.919481E+03, 2.186220E+03, 2.481426E+03, 2.807498E+03, 3.166878E+03, 3.562071E+03, 3.995649E+03, 4.470269E+03, 4.988676E+03, 5.553712E+03, 6.168321E+03, 6.835557E+03, 7.558585E+03, 8.340692E+03, 9.185283E+03, 1.009589E+04, 1.107619E+04, 1.212996E+04, 1.326116E+04, 1.447384E+04, 1.577225E+04, 1.716074E+04, 1.864383E+04, 2.022620E+04, 2.191268E+04, 2.370826E+04, 2.561808E+04, 2.764746E+04, 2.980188E+04, 3.208700E+04, 3.450865E+04, 3.707282E+04, 3.978569E+04, 4.265362E+04, 4.568317E+04, 4.888106E+04, 5.225421E+04, 5.580974E+04, 5.955495E+04, 6.349734E+04, 6.764462E+04, 7.200469E+04, 7.658567E+04, 8.139588E+04, 8.644384E+04, 9.173829E+04, 9.728821E+04, 1.031028E+05, 1.091913E+05, 1.155636E+05, 1.222293E+05, 1.291987E+05, 1.364819E+05, 1.440896E+05, 1.520325E+05, 1.603216E+05, 1.689683E+05, 1.779840E+05, 1.873805E+05, 1.971699E+05, 2.073643E+05, 2.179763E+05, 2.290187E+05, 2.405046E+05, 2.524472E+05, 2.648602E+05, 2.777574E+05, 2.911528E+05, 3.050611E+05, 3.194967E+05, 3.344747E+05, 3.500103E+05, 3.661191E+05, 3.828169E+05, 4.001198E+05, 4.180442E+05, 4.366069E+05, 4.558248E+05, 4.757153E+05, 4.962961E+05, 5.175850E+05, 5.396004E+05, 5.623607E+05, 5.858850E+05, 6.101923E+05, 6.353023E+05, 6.612348E+05, 6.880100E+05, 7.156484E+05, 7.441709E+05, 7.735987E+05, 8.039534E+05, 8.352568E+05, 8.675311E+05, 9.007991E+05, 9.350835E+05, 9.704078E+05, 1.006796E+06, 1.044271E+06, 1.082858E+06, 1.122582E+06, 1.163467E+06, 1.205540E+06, 1.248826E+06, 1.293351E+06, 1.339142E+06, 1.386227E+06, 1.434632E+06, 1.484385E+06, 1.535514E+06, 1.588049E+06, 1.642018E+06, 1.697450E+06, 1.754375E+06, 1.812824E+06, 1.872828E+06, 1.934416E+06, 1.997621E+06, 2.062474E+06, 2.129008E+06, 2.197256E+06, 2.267251E+06, 2.339026E+06, 2.412615E+06, 2.488053E+06, 2.565375E+06, 2.644616E+06, 2.725811E+06, 2.808998E+06, 2.894213E+06, 2.981493E+06, 3.070876E+06, 3.162399E+06, 3.256102E+06, 3.352023E+06, 3.450202E+06, 3.550679E+06, 3.653494E+06, 3.758688E+06, 3.866303E+06, 3.976381E+06, 4.088964E+06, 4.204094E+06, 4.321816E+06, 4.442173E+06, 4.565209E+06, 4.690970E+06, 4.819501E+06, 4.950847E+06, 5.085056E+06, 5.222174E+06, 5.362248E+06, 5.505328E+06, 5.651460E+06, 5.800694E+06, 5.953081E+06, 6.108669E+06, 6.267510E+06, 6.429655E+06, 6.595155E+06, 6.764063E+06, 6.936432E+06, 7.112315E+06, 7.291766E+06, ]) def BD_TIPS_2017_PYTHON(M,I,T): # get temperature grid TT = TIPS_2017_ISOT_HASH[(M,I)] Tmin = min(TT); Tmax = max(TT) # out of temperature range if TTmax: raise Exception('TIPS2017: T(%.1fK) must be between %.1fK and %.1fK.'%(T,Tmin,Tmax)) try: # get statistical weight for specified isotopologue #gi = TIPS_GSI_HASH[(M,I)] # Take from TIPS-2011? # interpolate partition sum for specified isotopologue Qt = AtoB(T,TT,TIPS_2017_ISOQ_HASH[(M,I)],len(TT)) except KeyError: raise Exception('TIPS2017: no data for M,I = %d,%d.' % (M,I)) return None,Qt def BD_TIPS_2017_PYTHON_SLICE(M,I,T,n=20): # testing """ Calculate partition sum using Lagrange interpolation with slicing algorithm, taking (i_T-n,i_T+n) points, where i_T is the index of the array value closest to T. """ # get temperature grid TT = TIPS_2017_ISOT_HASH[(M,I)] Tmin = min(TT); Tmax = max(TT); NT = len(TT) # get partition sum QQ = TIPS_2017_ISOQ_HASH[(M,I)] # slice temperature grid and partition sum i_T = np.searchsorted(TT,T) TT_ = TT[max(i_T-n,0):min(i_T+n,NT)] QQ_ = QQ[max(i_T-n,0):min(i_T+n,NT)] # out of temperature range if TTmax: raise Exception('TIPS2017: T(%.1fK) must be between %.1fK and %.1fK.'%(T,Tmin,Tmax)) try: # get statistical weight for specified isotopologue #gi = TIPS_GSI_HASH[(M,I)] # Take from TIPS-2011? # interpolate partition sum for specified isotopologue Qt = AtoB(T,TT_,QQ_,len(TT_)) except KeyError: raise Exception('TIPS2017: no data for M,I = %d,%d.' % (M,I)) return None,Qt # --------------- /TIPS-2017 IMPLEMENTATION ---------------------- # ========================= TIPS2021 PARTITION SUMS ========================= # Gamache et al. (2021), JQSRT 271, 107713 (doi: 10.1016/j.jqsrt.2021.107713) # Data obtained from: https://zenodo.org/record/4708099 # =========================================================================== TIPS_2021_ISOT_HASH = {} TIPS_2021_ISOQ_HASH = {} TIPS_2021_ISOT = {} TIPS_2021_ISOT[0] = float64([ 1.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 170.0, 180.0, 190.0, 200.0, 210.0, 220.0, 230.0, 240.0, 250.0, 260.0, 270.0, 280.0, 290.0, 300.0, 310.0, 320.0, 330.0, 340.0, 350.0, 360.0, 370.0, 380.0, 390.0, 400.0, 410.0, 420.0, 430.0, 440.0, 450.0, 460.0, 470.0, 480.0, 490.0, 500.0, 510.0, 520.0, 530.0, 540.0, 550.0, 560.0, 570.0, 580.0, 590.0, 600.0, 610.0, 620.0, 630.0, 640.0, 650.0, 660.0, 670.0, 680.0, 690.0, 700.0, 710.0, 720.0, 730.0, 740.0, 750.0, 760.0, 770.0, 780.0, 790.0, 800.0, 810.0, 820.0, 830.0, 840.0, 850.0, 860.0, 870.0, 880.0, 890.0, 900.0, 910.0, 920.0, 930.0, 940.0, 950.0, 960.0, 970.0, 980.0, 990.0, 1000.0, ]) TIPS_2021_ISOT[1] = float64([ 1.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 170.0, 180.0, 190.0, 200.0, 210.0, 220.0, 230.0, 240.0, 250.0, 260.0, 270.0, 280.0, 290.0, 300.0, 310.0, 320.0, 330.0, 340.0, 350.0, 360.0, 370.0, 380.0, 390.0, 400.0, 410.0, 420.0, 430.0, 440.0, 450.0, 460.0, 470.0, 480.0, 490.0, 500.0, 510.0, 520.0, 530.0, 540.0, 550.0, 560.0, 570.0, 580.0, 590.0, 600.0, 610.0, 620.0, 630.0, 640.0, 650.0, 660.0, 670.0, 680.0, 690.0, 700.0, 710.0, 720.0, 730.0, 740.0, 750.0, 760.0, 770.0, 780.0, 790.0, 800.0, 810.0, 820.0, 830.0, 840.0, 850.0, 860.0, 870.0, 880.0, 890.0, 900.0, 910.0, 920.0, 930.0, 940.0, 950.0, 960.0, 970.0, 980.0, 990.0, 1000.0, 1010.0, 1020.0, 1030.0, 1040.0, 1050.0, 1060.0, 1070.0, 1080.0, 1090.0, 1100.0, 1110.0, 1120.0, 1130.0, 1140.0, 1150.0, 1160.0, 1170.0, 1180.0, 1190.0, 1200.0, 1210.0, 1220.0, 1230.0, 1240.0, 1250.0, 1260.0, 1270.0, 1280.0, 1290.0, 1300.0, 1310.0, 1320.0, 1330.0, 1340.0, 1350.0, 1360.0, 1370.0, 1380.0, 1390.0, 1400.0, 1410.0, 1420.0, 1430.0, 1440.0, 1450.0, 1460.0, 1470.0, 1480.0, 1490.0, 1500.0, 1510.0, 1520.0, 1530.0, 1540.0, 1550.0, 1560.0, 1570.0, 1580.0, 1590.0, 1600.0, 1610.0, 1620.0, 1630.0, 1640.0, 1650.0, 1660.0, 1670.0, 1680.0, 1690.0, 1700.0, 1710.0, 1720.0, 1730.0, 1740.0, 1750.0, 1760.0, 1770.0, 1780.0, 1790.0, 1800.0, 1810.0, 1820.0, 1830.0, 1840.0, 1850.0, 1860.0, 1870.0, 1880.0, 1890.0, 1900.0, 1910.0, 1920.0, 1930.0, 1940.0, 1950.0, 1960.0, 1970.0, 1980.0, 1990.0, 2000.0, 2010.0, 2020.0, 2030.0, 2040.0, 2050.0, 2060.0, 2070.0, 2080.0, 2090.0, 2100.0, 2110.0, 2120.0, 2130.0, 2140.0, 2150.0, 2160.0, 2170.0, 2180.0, 2190.0, 2200.0, 2210.0, 2220.0, 2230.0, 2240.0, 2250.0, 2260.0, 2270.0, 2280.0, 2290.0, 2300.0, 2310.0, 2320.0, 2330.0, 2340.0, 2350.0, 2360.0, 2370.0, 2380.0, 2390.0, 2400.0, 2410.0, 2420.0, 2430.0, 2440.0, 2450.0, 2460.0, 2470.0, 2480.0, 2490.0, 2500.0, ]) TIPS_2021_ISOT[2] = float64([ 1.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 170.0, 180.0, 190.0, 200.0, 210.0, 220.0, 230.0, 240.0, 250.0, 260.0, 270.0, 280.0, 290.0, 300.0, 310.0, 320.0, 330.0, 340.0, 350.0, 360.0, 370.0, 380.0, 390.0, 400.0, 410.0, 420.0, 430.0, 440.0, 450.0, 460.0, 470.0, 480.0, 490.0, 500.0, 510.0, 520.0, 530.0, 540.0, 550.0, 560.0, 570.0, 580.0, 590.0, 600.0, 610.0, 620.0, 630.0, 640.0, 650.0, 660.0, 670.0, 680.0, 690.0, 700.0, 710.0, 720.0, 730.0, 740.0, 750.0, 760.0, 770.0, 780.0, 790.0, 800.0, 810.0, 820.0, 830.0, 840.0, 850.0, 860.0, 870.0, 880.0, 890.0, 900.0, 910.0, 920.0, 930.0, 940.0, 950.0, 960.0, 970.0, 980.0, 990.0, 1000.0, 1010.0, 1020.0, 1030.0, 1040.0, 1050.0, 1060.0, 1070.0, 1080.0, 1090.0, 1100.0, 1110.0, 1120.0, 1130.0, 1140.0, 1150.0, 1160.0, 1170.0, 1180.0, 1190.0, 1200.0, 1210.0, 1220.0, 1230.0, 1240.0, 1250.0, 1260.0, 1270.0, 1280.0, 1290.0, 1300.0, 1310.0, 1320.0, 1330.0, 1340.0, 1350.0, 1360.0, 1370.0, 1380.0, 1390.0, 1400.0, 1410.0, 1420.0, 1430.0, 1440.0, 1450.0, 1460.0, 1470.0, 1480.0, 1490.0, 1500.0, 1510.0, 1520.0, 1530.0, 1540.0, 1550.0, 1560.0, 1570.0, 1580.0, 1590.0, 1600.0, 1610.0, 1620.0, 1630.0, 1640.0, 1650.0, 1660.0, 1670.0, 1680.0, 1690.0, 1700.0, 1710.0, 1720.0, 1730.0, 1740.0, 1750.0, 1760.0, 1770.0, 1780.0, 1790.0, 1800.0, 1810.0, 1820.0, 1830.0, 1840.0, 1850.0, 1860.0, 1870.0, 1880.0, 1890.0, 1900.0, 1910.0, 1920.0, 1930.0, 1940.0, 1950.0, 1960.0, 1970.0, 1980.0, 1990.0, 2000.0, 2010.0, 2020.0, 2030.0, 2040.0, 2050.0, 2060.0, 2070.0, 2080.0, 2090.0, 2100.0, 2110.0, 2120.0, 2130.0, 2140.0, 2150.0, 2160.0, 2170.0, 2180.0, 2190.0, 2200.0, 2210.0, 2220.0, 2230.0, 2240.0, 2250.0, 2260.0, 2270.0, 2280.0, 2290.0, 2300.0, 2310.0, 2320.0, 2330.0, 2340.0, 2350.0, 2360.0, 2370.0, 2380.0, 2390.0, 2400.0, 2410.0, 2420.0, 2430.0, 2440.0, 2450.0, 2460.0, 2470.0, 2480.0, 2490.0, 2500.0, 2510.0, 2520.0, 2530.0, 2540.0, 2550.0, 2560.0, 2570.0, 2580.0, 2590.0, 2600.0, 2610.0, 2620.0, 2630.0, 2640.0, 2650.0, 2660.0, 2670.0, 2680.0, 2690.0, 2700.0, 2710.0, 2720.0, 2730.0, 2740.0, 2750.0, 2760.0, 2770.0, 2780.0, 2790.0, 2800.0, 2810.0, 2820.0, 2830.0, 2840.0, 2850.0, 2860.0, 2870.0, 2880.0, 2890.0, 2900.0, 2910.0, 2920.0, 2930.0, 2940.0, 2950.0, 2960.0, 2970.0, 2980.0, 2990.0, 3000.0, 3010.0, ]) TIPS_2021_ISOT[3] = float64([ 1.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 170.0, 180.0, 190.0, 200.0, 210.0, 220.0, 230.0, 240.0, 250.0, 260.0, 270.0, 280.0, 290.0, 300.0, 310.0, 320.0, 330.0, 340.0, 350.0, 360.0, 370.0, 380.0, 390.0, 400.0, 410.0, 420.0, 430.0, 440.0, 450.0, 460.0, 470.0, 480.0, 490.0, 500.0, 510.0, 520.0, 530.0, 540.0, 550.0, 560.0, 570.0, 580.0, 590.0, 600.0, 610.0, 620.0, 630.0, 640.0, 650.0, 660.0, 670.0, 680.0, 690.0, 700.0, 710.0, 720.0, 730.0, 740.0, 750.0, 760.0, 770.0, 780.0, 790.0, 800.0, 810.0, 820.0, 830.0, 840.0, 850.0, 860.0, 870.0, 880.0, 890.0, 900.0, 910.0, 920.0, 930.0, 940.0, 950.0, 960.0, 970.0, 980.0, 990.0, 1000.0, 1010.0, 1020.0, 1030.0, 1040.0, 1050.0, 1060.0, 1070.0, 1080.0, 1090.0, 1100.0, 1110.0, 1120.0, 1130.0, 1140.0, 1150.0, 1160.0, 1170.0, 1180.0, 1190.0, 1200.0, 1210.0, 1220.0, 1230.0, 1240.0, 1250.0, 1260.0, 1270.0, 1280.0, 1290.0, 1300.0, 1310.0, 1320.0, 1330.0, 1340.0, 1350.0, 1360.0, 1370.0, 1380.0, 1390.0, 1400.0, 1410.0, 1420.0, 1430.0, 1440.0, 1450.0, 1460.0, 1470.0, 1480.0, 1490.0, 1500.0, 1510.0, 1520.0, 1530.0, 1540.0, 1550.0, 1560.0, 1570.0, 1580.0, 1590.0, 1600.0, 1610.0, 1620.0, 1630.0, 1640.0, 1650.0, 1660.0, 1670.0, 1680.0, 1690.0, 1700.0, 1710.0, 1720.0, 1730.0, 1740.0, 1750.0, 1760.0, 1770.0, 1780.0, 1790.0, 1800.0, 1810.0, 1820.0, 1830.0, 1840.0, 1850.0, 1860.0, 1870.0, 1880.0, 1890.0, 1900.0, 1910.0, 1920.0, 1930.0, 1940.0, 1950.0, 1960.0, 1970.0, 1980.0, 1990.0, 2000.0, 2010.0, 2020.0, 2030.0, 2040.0, 2050.0, 2060.0, 2070.0, 2080.0, 2090.0, 2100.0, 2110.0, 2120.0, 2130.0, 2140.0, 2150.0, 2160.0, 2170.0, 2180.0, 2190.0, 2200.0, 2210.0, 2220.0, 2230.0, 2240.0, 2250.0, 2260.0, 2270.0, 2280.0, 2290.0, 2300.0, 2310.0, 2320.0, 2330.0, 2340.0, 2350.0, 2360.0, 2370.0, 2380.0, 2390.0, 2400.0, 2410.0, 2420.0, 2430.0, 2440.0, 2450.0, 2460.0, 2470.0, 2480.0, 2490.0, 2500.0, 2510.0, 2520.0, 2530.0, 2540.0, 2550.0, 2560.0, 2570.0, 2580.0, 2590.0, 2600.0, 2610.0, 2620.0, 2630.0, 2640.0, 2650.0, 2660.0, 2670.0, 2680.0, 2690.0, 2700.0, 2710.0, 2720.0, 2730.0, 2740.0, 2750.0, 2760.0, 2770.0, 2780.0, 2790.0, 2800.0, 2810.0, 2820.0, 2830.0, 2840.0, 2850.0, 2860.0, 2870.0, 2880.0, 2890.0, 2900.0, 2910.0, 2920.0, 2930.0, 2940.0, 2950.0, 2960.0, 2970.0, 2980.0, 2990.0, 3000.0, 3010.0, 3020.0, 3030.0, 3040.0, 3050.0, 3060.0, 3070.0, 3080.0, 3090.0, 3100.0, 3110.0, 3120.0, 3130.0, 3140.0, 3150.0, 3160.0, 3170.0, 3180.0, 3190.0, 3200.0, 3210.0, 3220.0, 3230.0, 3240.0, 3250.0, 3260.0, 3270.0, 3280.0, 3290.0, 3300.0, 3310.0, 3320.0, 3330.0, 3340.0, 3350.0, 3360.0, 3370.0, 3380.0, 3390.0, 3400.0, 3410.0, 3420.0, 3430.0, 3440.0, 3450.0, 3460.0, 3470.0, 3480.0, 3490.0, 3500.0, ]) TIPS_2021_ISOT[4] = float64([ 1.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 170.0, 180.0, 190.0, 200.0, 210.0, 220.0, 230.0, 240.0, 250.0, 260.0, 270.0, 280.0, 290.0, 300.0, 310.0, 320.0, 330.0, 340.0, 350.0, 360.0, 370.0, 380.0, 390.0, 400.0, 410.0, 420.0, 430.0, 440.0, 450.0, 460.0, 470.0, 480.0, 490.0, 500.0, 510.0, 520.0, 530.0, 540.0, 550.0, 560.0, 570.0, 580.0, 590.0, 600.0, 610.0, 620.0, 630.0, 640.0, 650.0, 660.0, 670.0, 680.0, 690.0, 700.0, 710.0, 720.0, 730.0, 740.0, 750.0, 760.0, 770.0, 780.0, 790.0, 800.0, 810.0, 820.0, 830.0, 840.0, 850.0, 860.0, 870.0, 880.0, 890.0, 900.0, 910.0, 920.0, 930.0, 940.0, 950.0, 960.0, 970.0, 980.0, 990.0, 1000.0, 1010.0, 1020.0, 1030.0, 1040.0, 1050.0, 1060.0, 1070.0, 1080.0, 1090.0, 1100.0, 1110.0, 1120.0, 1130.0, 1140.0, 1150.0, 1160.0, 1170.0, 1180.0, 1190.0, 1200.0, 1210.0, 1220.0, 1230.0, 1240.0, 1250.0, 1260.0, 1270.0, 1280.0, 1290.0, 1300.0, 1310.0, 1320.0, 1330.0, 1340.0, 1350.0, 1360.0, 1370.0, 1380.0, 1390.0, 1400.0, 1410.0, 1420.0, 1430.0, 1440.0, 1450.0, 1460.0, 1470.0, 1480.0, 1490.0, 1500.0, 1510.0, 1520.0, 1530.0, 1540.0, 1550.0, 1560.0, 1570.0, 1580.0, 1590.0, 1600.0, 1610.0, 1620.0, 1630.0, 1640.0, 1650.0, 1660.0, 1670.0, 1680.0, 1690.0, 1700.0, 1710.0, 1720.0, 1730.0, 1740.0, 1750.0, 1760.0, 1770.0, 1780.0, 1790.0, 1800.0, 1810.0, 1820.0, 1830.0, 1840.0, 1850.0, 1860.0, 1870.0, 1880.0, 1890.0, 1900.0, 1910.0, 1920.0, 1930.0, 1940.0, 1950.0, 1960.0, 1970.0, 1980.0, 1990.0, 2000.0, 2010.0, 2020.0, 2030.0, 2040.0, 2050.0, 2060.0, 2070.0, 2080.0, 2090.0, 2100.0, 2110.0, 2120.0, 2130.0, 2140.0, 2150.0, 2160.0, 2170.0, 2180.0, 2190.0, 2200.0, 2210.0, 2220.0, 2230.0, 2240.0, 2250.0, 2260.0, 2270.0, 2280.0, 2290.0, 2300.0, 2310.0, 2320.0, 2330.0, 2340.0, 2350.0, 2360.0, 2370.0, 2380.0, 2390.0, 2400.0, 2410.0, 2420.0, 2430.0, 2440.0, 2450.0, 2460.0, 2470.0, 2480.0, 2490.0, 2500.0, 2510.0, 2520.0, 2530.0, 2540.0, 2550.0, 2560.0, 2570.0, 2580.0, 2590.0, 2600.0, 2610.0, 2620.0, 2630.0, 2640.0, 2650.0, 2660.0, 2670.0, 2680.0, 2690.0, 2700.0, 2710.0, 2720.0, 2730.0, 2740.0, 2750.0, 2760.0, 2770.0, 2780.0, 2790.0, 2800.0, 2810.0, 2820.0, 2830.0, 2840.0, 2850.0, 2860.0, 2870.0, 2880.0, 2890.0, 2900.0, 2910.0, 2920.0, 2930.0, 2940.0, 2950.0, 2960.0, 2970.0, 2980.0, 2990.0, 3000.0, 3010.0, 3020.0, 3030.0, 3040.0, 3050.0, 3060.0, 3070.0, 3080.0, 3090.0, 3100.0, 3110.0, 3120.0, 3130.0, 3140.0, 3150.0, 3160.0, 3170.0, 3180.0, 3190.0, 3200.0, 3210.0, 3220.0, 3230.0, 3240.0, 3250.0, 3260.0, 3270.0, 3280.0, 3290.0, 3300.0, 3310.0, 3320.0, 3330.0, 3340.0, 3350.0, 3360.0, 3370.0, 3380.0, 3390.0, 3400.0, 3410.0, 3420.0, 3430.0, 3440.0, 3450.0, 3460.0, 3470.0, 3480.0, 3490.0, 3500.0, 3510.0, 3520.0, 3530.0, 3540.0, 3550.0, 3560.0, 3570.0, 3580.0, 3590.0, 3600.0, 3610.0, 3620.0, 3630.0, 3640.0, 3650.0, 3660.0, 3670.0, 3680.0, 3690.0, 3700.0, 3710.0, 3720.0, 3730.0, 3740.0, 3750.0, 3760.0, 3770.0, 3780.0, 3790.0, 3800.0, 3810.0, 3820.0, 3830.0, 3840.0, 3850.0, 3860.0, 3870.0, 3880.0, 3890.0, 3900.0, 3910.0, 3920.0, 3930.0, 3940.0, 3950.0, 3960.0, 3970.0, 3980.0, 3990.0, 4000.0, ]) TIPS_2021_ISOT[5] = float64([ 1.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 170.0, 180.0, 190.0, 200.0, 210.0, 220.0, 230.0, 240.0, 250.0, 260.0, 270.0, 280.0, 290.0, 300.0, 310.0, 320.0, 330.0, 340.0, 350.0, 360.0, 370.0, 380.0, 390.0, 400.0, 410.0, 420.0, 430.0, 440.0, 450.0, 460.0, 470.0, 480.0, 490.0, 500.0, 510.0, 520.0, 530.0, 540.0, 550.0, 560.0, 570.0, 580.0, 590.0, 600.0, 610.0, 620.0, 630.0, 640.0, 650.0, 660.0, 670.0, 680.0, 690.0, 700.0, 710.0, 720.0, 730.0, 740.0, 750.0, 760.0, 770.0, 780.0, 790.0, 800.0, 810.0, 820.0, 830.0, 840.0, 850.0, 860.0, 870.0, 880.0, 890.0, 900.0, 910.0, 920.0, 930.0, 940.0, 950.0, 960.0, 970.0, 980.0, 990.0, 1000.0, 1010.0, 1020.0, 1030.0, 1040.0, 1050.0, 1060.0, 1070.0, 1080.0, 1090.0, 1100.0, 1110.0, 1120.0, 1130.0, 1140.0, 1150.0, 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8480.0, 8490.0, 8500.0, 8510.0, 8520.0, 8530.0, 8540.0, 8550.0, 8560.0, 8570.0, 8580.0, 8590.0, 8600.0, 8610.0, 8620.0, 8630.0, 8640.0, 8650.0, 8660.0, 8670.0, 8680.0, 8690.0, 8700.0, 8710.0, 8720.0, 8730.0, 8740.0, 8750.0, 8760.0, 8770.0, 8780.0, 8790.0, 8800.0, 8810.0, 8820.0, 8830.0, 8840.0, 8850.0, 8860.0, 8870.0, 8880.0, 8890.0, 8900.0, 8910.0, 8920.0, 8930.0, 8940.0, 8950.0, 8960.0, 8970.0, 8980.0, 8990.0, 9000.0, ]) # =========================================================================== # ============================ M = 1, I = 1 ============================ M = 1 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.000000E+00, 1.328370E+00, 3.348920E+00, 6.191840E+00, 9.416960E+00, 1.296157E+01, 1.681863E+01, 2.097967E+01, 2.543182E+01, 3.016085E+01, 3.515313E+01, 4.039634E+01, 4.587953E+01, 5.159304E+01, 5.752827E+01, 6.367755E+01, 7.003401E+01, 7.659140E+01, 8.334408E+01, 9.028689E+01, 9.741515E+01, 1.047245E+02, 1.122112E+02, 1.198714E+02, 1.277022E+02, 1.357003E+02, 1.438633E+02, 1.521888E+02, 1.606747E+02, 1.693192E+02, 1.781206E+02, 1.870777E+02, 1.961892E+02, 2.054543E+02, 2.148721E+02, 2.244423E+02, 2.341643E+02, 2.440380E+02, 2.540633E+02, 2.642403E+02, 2.745691E+02, 2.850501E+02, 2.956837E+02, 3.064705E+02, 3.174110E+02, 3.285060E+02, 3.397563E+02, 3.511627E+02, 3.627261E+02, 3.744476E+02, 3.863281E+02, 3.983689E+02, 4.105710E+02, 4.229357E+02, 4.354642E+02, 4.481579E+02, 4.610180E+02, 4.740460E+02, 4.872432E+02, 5.006112E+02, 5.141514E+02, 5.278654E+02, 5.417546E+02, 5.558208E+02, 5.700656E+02, 5.844905E+02, 5.990973E+02, 6.138878E+02, 6.288636E+02, 6.440267E+02, 6.593787E+02, 6.749216E+02, 6.906572E+02, 7.065874E+02, 7.227143E+02, 7.390397E+02, 7.555656E+02, 7.722942E+02, 7.892274E+02, 8.063674E+02, 8.237162E+02, 8.412761E+02, 8.590491E+02, 8.770376E+02, 8.952437E+02, 9.136697E+02, 9.323179E+02, 9.511905E+02, 9.702901E+02, 9.896188E+02, 1.009179E+03, 1.028974E+03, 1.049005E+03, 1.069275E+03, 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5.826031E+04, 5.870201E+04, 5.914623E+04, 5.959298E+04, 6.004227E+04, 6.049411E+04, 6.094850E+04, 6.140545E+04, 6.186496E+04, 6.232706E+04, 6.279173E+04, 6.325900E+04, 6.372887E+04, 6.420135E+04, 6.467644E+04, 6.515415E+04, 6.563449E+04, 6.611746E+04, 6.660308E+04, 6.709136E+04, 6.758229E+04, 6.807588E+04, 6.857215E+04, 6.907110E+04, 6.957274E+04, 7.007707E+04, 7.058411E+04, 7.109385E+04, 7.160631E+04, 7.212149E+04, 7.263941E+04, 7.316006E+04, 7.368346E+04, 7.420960E+04, 7.473851E+04, 7.527018E+04, 7.580463E+04, 7.634185E+04, 7.688186E+04, 7.742466E+04, 7.797026E+04, 7.851867E+04, 7.906989E+04, 7.962393E+04, 8.018080E+04, 8.074050E+04, 8.130304E+04, 8.186842E+04, 8.243666E+04, 8.300775E+04, 8.358171E+04, 8.415854E+04, ]) # ============================ M = 1, I = 2 ============================ M = 1 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.000000E+00, 1.331920E+00, 3.372790E+00, 6.240440E+00, 9.492280E+00, 1.306630E+01, 1.695557E+01, 2.115149E+01, 2.564104E+01, 3.040983E+01, 3.544414E+01, 4.073150E+01, 4.626091E+01, 5.202258E+01, 5.800788E+01, 6.420905E+01, 7.061916E+01, 7.723191E+01, 8.404163E+01, 9.104310E+01, 9.823160E+01, 1.056028E+02, 1.131528E+02, 1.208779E+02, 1.287749E+02, 1.368409E+02, 1.450731E+02, 1.534693E+02, 1.620274E+02, 1.707455E+02, 1.796219E+02, 1.886555E+02, 1.978450E+02, 2.071895E+02, 2.166883E+02, 2.263409E+02, 2.361468E+02, 2.461060E+02, 2.562183E+02, 2.664838E+02, 2.769027E+02, 2.874755E+02, 2.982024E+02, 3.090842E+02, 3.201213E+02, 3.313146E+02, 3.426649E+02, 3.541729E+02, 3.658398E+02, 3.776665E+02, 3.896541E+02, 4.018037E+02, 4.141165E+02, 4.265937E+02, 4.392366E+02, 4.520466E+02, 4.650249E+02, 4.781730E+02, 4.914924E+02, 5.049845E+02, 5.186508E+02, 5.324929E+02, 5.465124E+02, 5.607108E+02, 5.750899E+02, 5.896512E+02, 6.043966E+02, 6.193277E+02, 6.344463E+02, 6.497542E+02, 6.652532E+02, 6.809452E+02, 6.968322E+02, 7.129159E+02, 7.291983E+02, 7.456814E+02, 7.623672E+02, 7.792578E+02, 7.963551E+02, 8.136612E+02, 8.311783E+02, 8.489084E+02, 8.668538E+02, 8.850166E+02, 9.033990E+02, 9.220032E+02, 9.408315E+02, 9.598862E+02, 9.791695E+02, 9.986839E+02, 1.018432E+03, 1.038415E+03, 1.058637E+03, 1.079099E+03, 1.099804E+03, 1.120754E+03, 1.141952E+03, 1.163401E+03, 1.185103E+03, 1.207060E+03, 1.229276E+03, 1.251751E+03, 1.274491E+03, 1.297496E+03, 1.320770E+03, 1.344314E+03, 1.368133E+03, 1.392229E+03, 1.416603E+03, 1.441260E+03, 1.466202E+03, 1.491431E+03, 1.516951E+03, 1.542764E+03, 1.568873E+03, 1.595282E+03, 1.621992E+03, 1.649006E+03, 1.676329E+03, 1.703961E+03, 1.731908E+03, 1.760171E+03, 1.788753E+03, 1.817658E+03, 1.846888E+03, 1.876447E+03, 1.906337E+03, 1.936562E+03, 1.967124E+03, 1.998028E+03, 2.029275E+03, 2.060869E+03, 2.092814E+03, 2.125112E+03, 2.157766E+03, 2.190780E+03, 2.224157E+03, 2.257900E+03, 2.292012E+03, 2.326498E+03, 2.361359E+03, 2.396599E+03, 2.432222E+03, 2.468231E+03, 2.504629E+03, 2.541420E+03, 2.578606E+03, 2.616192E+03, 2.654181E+03, 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6.689406E+03, 6.767159E+03, 6.845614E+03, 6.924778E+03, 7.004655E+03, 7.085249E+03, 7.166565E+03, 7.248609E+03, 7.331385E+03, 7.414898E+03, 7.499153E+03, 7.584154E+03, 7.669907E+03, 7.756417E+03, 7.843689E+03, 7.931727E+03, 8.020537E+03, 8.110123E+03, 8.200491E+03, 8.291647E+03, 8.383594E+03, 8.476338E+03, 8.569884E+03, 8.664238E+03, 8.759404E+03, 8.855388E+03, 8.952195E+03, 9.049830E+03, 9.148299E+03, 9.247606E+03, 9.347757E+03, 9.448758E+03, 9.550614E+03, 9.653329E+03, 9.756911E+03, 9.861363E+03, 9.966691E+03, 1.007290E+04, 1.018000E+04, 1.028799E+04, 1.039688E+04, 1.050667E+04, 1.061737E+04, 1.072899E+04, 1.084152E+04, 1.095499E+04, 1.106938E+04, 1.118471E+04, 1.130099E+04, 1.141821E+04, 1.153639E+04, 1.165553E+04, 1.177564E+04, 1.189671E+04, 1.201877E+04, 1.214181E+04, 1.226583E+04, 1.239086E+04, 1.251688E+04, 1.264391E+04, 1.277195E+04, 1.290101E+04, 1.303110E+04, 1.316222E+04, 1.329438E+04, 1.342757E+04, 1.356182E+04, 1.369712E+04, 1.383348E+04, 1.397091E+04, 1.410942E+04, 1.424900E+04, 1.438967E+04, 1.453143E+04, 1.467429E+04, 1.481825E+04, 1.496333E+04, 1.510952E+04, 1.525683E+04, 1.540528E+04, 1.555486E+04, 1.570558E+04, 1.585745E+04, 1.601048E+04, 1.616467E+04, 1.632002E+04, 1.647655E+04, 1.663426E+04, 1.679316E+04, 1.695326E+04, 1.711455E+04, 1.727705E+04, 1.744077E+04, 1.760570E+04, 1.777186E+04, 1.793926E+04, 1.810790E+04, 1.827778E+04, 1.844892E+04, 1.862131E+04, 1.879498E+04, 1.896992E+04, 1.914614E+04, 1.932364E+04, 1.950245E+04, 1.968255E+04, 1.986396E+04, 2.004669E+04, 2.023074E+04, 2.041611E+04, 2.060283E+04, 2.079089E+04, 2.098029E+04, 2.117105E+04, 2.136318E+04, 2.155668E+04, 2.175156E+04, 2.194782E+04, 2.214547E+04, 2.234452E+04, 2.254498E+04, 2.274686E+04, 2.295015E+04, 2.315487E+04, 2.336103E+04, 2.356863E+04, 2.377768E+04, 2.398818E+04, 2.420015E+04, 2.441359E+04, 2.462851E+04, 2.484492E+04, 2.506282E+04, 2.528222E+04, 2.550313E+04, 2.572555E+04, 2.594950E+04, 2.617498E+04, 2.640200E+04, 2.663056E+04, 2.686067E+04, 2.709235E+04, 2.732559E+04, 2.756041E+04, 2.779681E+04, 2.803480E+04, 2.827439E+04, 2.851559E+04, 2.875840E+04, 2.900283E+04, 2.924889E+04, 2.949658E+04, 2.974592E+04, 2.999691E+04, 3.024956E+04, 3.050388E+04, 3.075987E+04, 3.101754E+04, 3.127691E+04, 3.153797E+04, 3.180074E+04, 3.206522E+04, 3.233143E+04, 3.259936E+04, 3.286903E+04, 3.314045E+04, 3.341361E+04, 3.368854E+04, 3.396524E+04, 3.424371E+04, 3.452397E+04, 3.480602E+04, 3.508988E+04, 3.537554E+04, 3.566301E+04, 3.595231E+04, 3.624345E+04, 3.653642E+04, 3.683124E+04, 3.712792E+04, 3.742646E+04, 3.772687E+04, 3.802917E+04, 3.833335E+04, 3.863943E+04, 3.894741E+04, 3.925731E+04, 3.956913E+04, 3.988288E+04, 4.019856E+04, 4.051619E+04, 4.083577E+04, 4.115732E+04, 4.148083E+04, 4.180633E+04, 4.213380E+04, 4.246328E+04, 4.279475E+04, 4.312824E+04, 4.346374E+04, 4.380128E+04, 4.414084E+04, 4.448245E+04, 4.482612E+04, 4.517184E+04, 4.551963E+04, 4.586950E+04, 4.622146E+04, 4.657550E+04, 4.693165E+04, 4.728991E+04, 4.765029E+04, 4.801279E+04, 4.837743E+04, 4.874421E+04, 4.911314E+04, 4.948423E+04, 4.985749E+04, 5.023293E+04, 5.061055E+04, 5.099037E+04, 5.137238E+04, 5.175661E+04, 5.214305E+04, 5.253172E+04, 5.292263E+04, 5.331578E+04, 5.371118E+04, 5.410884E+04, 5.450877E+04, 5.491098E+04, 5.531547E+04, 5.572226E+04, 5.613135E+04, 5.654275E+04, 5.695646E+04, 5.737251E+04, 5.779089E+04, 5.821161E+04, 5.863469E+04, 5.906013E+04, 5.948794E+04, 5.991812E+04, 6.035070E+04, 6.078566E+04, 6.122303E+04, 6.166281E+04, 6.210501E+04, 6.254964E+04, 6.299671E+04, 6.344622E+04, 6.389819E+04, 6.435261E+04, 6.480951E+04, 6.526889E+04, 6.573075E+04, 6.619511E+04, 6.666197E+04, 6.713135E+04, 6.760324E+04, 6.807767E+04, 6.855463E+04, 6.903414E+04, 6.951620E+04, 7.000083E+04, 7.048803E+04, 7.097781E+04, 7.147017E+04, 7.196513E+04, 7.246270E+04, 7.296288E+04, 7.346568E+04, 7.397111E+04, 7.447918E+04, 7.498990E+04, 7.550327E+04, 7.601930E+04, 7.653801E+04, 7.705940E+04, 7.758347E+04, 7.811024E+04, ]) # ============================ M = 1, I = 3 ============================ M = 1 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 7.981410E+00, 2.016901E+01, 3.730489E+01, 5.674024E+01, 7.810101E+01, 1.013453E+02, 1.264220E+02, 1.532533E+02, 1.817534E+02, 2.118401E+02, 2.434392E+02, 2.764846E+02, 3.109182E+02, 3.466880E+02, 3.837480E+02, 4.220566E+02, 4.615762E+02, 5.022729E+02, 5.441155E+02, 5.870757E+02, 6.311277E+02, 6.762480E+02, 7.224149E+02, 7.696091E+02, 8.178127E+02, 8.670100E+02, 9.171868E+02, 9.683305E+02, 1.020430E+03, 1.073476E+03, 1.127460E+03, 1.182375E+03, 1.238216E+03, 1.294979E+03, 1.352659E+03, 1.411255E+03, 1.470765E+03, 1.531189E+03, 1.592527E+03, 1.654781E+03, 1.717952E+03, 1.782042E+03, 1.847055E+03, 1.912994E+03, 1.979864E+03, 2.047669E+03, 2.116414E+03, 2.186104E+03, 2.256747E+03, 2.328346E+03, 2.400911E+03, 2.474446E+03, 2.548959E+03, 2.624459E+03, 2.700951E+03, 2.778445E+03, 2.856948E+03, 2.936469E+03, 3.017017E+03, 3.098600E+03, 3.181227E+03, 3.264908E+03, 3.349652E+03, 3.435470E+03, 3.522369E+03, 3.610362E+03, 3.699457E+03, 3.789666E+03, 3.880999E+03, 3.973467E+03, 4.067081E+03, 4.161852E+03, 4.257790E+03, 4.354909E+03, 4.453219E+03, 4.552733E+03, 4.653462E+03, 4.755418E+03, 4.858614E+03, 4.963062E+03, 5.068776E+03, 5.175767E+03, 5.284049E+03, 5.393635E+03, 5.504538E+03, 5.616772E+03, 5.730350E+03, 5.845286E+03, 5.961594E+03, 6.079288E+03, 6.198382E+03, 6.318891E+03, 6.440828E+03, 6.564209E+03, 6.689048E+03, 6.815361E+03, 6.943161E+03, 7.072464E+03, 7.203286E+03, 7.335642E+03, 7.469548E+03, 7.605018E+03, 7.742069E+03, 7.880717E+03, 8.020977E+03, 8.162866E+03, 8.306401E+03, 8.451596E+03, 8.598470E+03, 8.747038E+03, 8.897317E+03, 9.049324E+03, 9.203076E+03, 9.358591E+03, 9.515884E+03, 9.674973E+03, 9.835877E+03, 9.998611E+03, 1.016319E+04, 1.032964E+04, 1.049798E+04, 1.066821E+04, 1.084037E+04, 1.101447E+04, 1.119052E+04, 1.136854E+04, 1.154856E+04, 1.173059E+04, 1.191465E+04, 1.210077E+04, 1.228894E+04, 1.247921E+04, 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3.301240E+04, 3.341300E+04, 3.381738E+04, 3.422555E+04, 3.463755E+04, 3.505341E+04, 3.547315E+04, 3.589680E+04, 3.632438E+04, 3.675593E+04, 3.719147E+04, 3.763103E+04, 3.807464E+04, 3.852233E+04, 3.897411E+04, 3.943003E+04, 3.989012E+04, 4.035439E+04, 4.082287E+04, 4.129561E+04, 4.177262E+04, 4.225394E+04, 4.273959E+04, 4.322960E+04, 4.372400E+04, 4.422283E+04, 4.472611E+04, 4.523387E+04, 4.574614E+04, 4.626295E+04, 4.678433E+04, 4.731032E+04, 4.784094E+04, 4.837621E+04, 4.891619E+04, 4.946088E+04, 5.001034E+04, 5.056457E+04, 5.112363E+04, 5.168753E+04, 5.225631E+04, 5.283000E+04, 5.340864E+04, 5.399224E+04, 5.458086E+04, 5.517451E+04, 5.577324E+04, 5.637706E+04, 5.698602E+04, 5.760015E+04, 5.821948E+04, 5.884404E+04, 5.947386E+04, 6.010899E+04, 6.074944E+04, 6.139527E+04, 6.204648E+04, 6.270314E+04, 6.336525E+04, 6.403287E+04, 6.470602E+04, 6.538473E+04, 6.606905E+04, 6.675900E+04, 6.745462E+04, 6.815595E+04, 6.886301E+04, 6.957585E+04, 7.029450E+04, 7.101899E+04, 7.174936E+04, 7.248564E+04, 7.322787E+04, 7.397609E+04, 7.473032E+04, 7.549062E+04, 7.625700E+04, 7.702952E+04, 7.780820E+04, 7.859308E+04, 7.938419E+04, 8.018158E+04, 8.098528E+04, 8.179533E+04, 8.261176E+04, 8.343461E+04, 8.426392E+04, 8.509972E+04, 8.594206E+04, 8.679096E+04, 8.764648E+04, 8.850864E+04, 8.937748E+04, 9.025305E+04, 9.113537E+04, 9.202449E+04, 9.292045E+04, 9.382328E+04, 9.473303E+04, 9.564973E+04, 9.657342E+04, 9.750414E+04, 9.844193E+04, 9.938683E+04, 1.003389E+05, 1.012981E+05, 1.022646E+05, 1.032383E+05, 1.042193E+05, 1.052077E+05, 1.062035E+05, 1.072067E+05, 1.082173E+05, 1.092355E+05, 1.102612E+05, 1.112945E+05, 1.123354E+05, 1.133840E+05, 1.144403E+05, 1.155044E+05, 1.165763E+05, 1.176559E+05, 1.187435E+05, 1.198390E+05, 1.209425E+05, 1.220539E+05, 1.231734E+05, 1.243010E+05, 1.254367E+05, 1.265806E+05, 1.277326E+05, 1.288930E+05, 1.300616E+05, 1.312386E+05, 1.324240E+05, 1.336178E+05, 1.348200E+05, 1.360308E+05, 1.372501E+05, 1.384780E+05, 1.397146E+05, 1.409599E+05, 1.422138E+05, 1.434766E+05, 1.447482E+05, 1.460286E+05, 1.473179E+05, 1.486162E+05, 1.499235E+05, 1.512398E+05, 1.525652E+05, 1.538998E+05, 1.552435E+05, 1.565964E+05, 1.579586E+05, 1.593301E+05, 1.607109E+05, 1.621011E+05, 1.635008E+05, 1.649100E+05, 1.663287E+05, 1.677569E+05, 1.691948E+05, 1.706424E+05, 1.720997E+05, 1.735667E+05, 1.750436E+05, 1.765303E+05, 1.780269E+05, 1.795334E+05, 1.810500E+05, 1.825766E+05, 1.841132E+05, 1.856600E+05, 1.872170E+05, 1.887842E+05, 1.903617E+05, 1.919495E+05, 1.935477E+05, 1.951562E+05, 1.967753E+05, 1.984048E+05, 2.000449E+05, 2.016956E+05, 2.033570E+05, 2.050290E+05, 2.067118E+05, 2.084054E+05, 2.101098E+05, 2.118251E+05, 2.135514E+05, 2.152886E+05, 2.170369E+05, 2.187962E+05, 2.205667E+05, 2.223483E+05, 2.241412E+05, 2.259454E+05, 2.277608E+05, 2.295877E+05, 2.314260E+05, 2.332757E+05, 2.351369E+05, 2.370097E+05, 2.388942E+05, 2.407903E+05, 2.426981E+05, 2.446176E+05, 2.465490E+05, 2.484922E+05, 2.504474E+05, 2.524145E+05, 2.543936E+05, 2.563847E+05, 2.583880E+05, 2.604034E+05, 2.624310E+05, 2.644709E+05, 2.665231E+05, 2.685876E+05, 2.706645E+05, 2.727539E+05, 2.748558E+05, 2.769702E+05, 2.790973E+05, 2.812370E+05, 2.833893E+05, 2.855545E+05, 2.877324E+05, 2.899232E+05, 2.921269E+05, 2.943435E+05, 2.965732E+05, 2.988159E+05, 3.010717E+05, 3.033406E+05, 3.056228E+05, 3.079181E+05, 3.102268E+05, 3.125489E+05, 3.148843E+05, 3.172332E+05, 3.195956E+05, 3.219716E+05, 3.243612E+05, 3.267644E+05, 3.291813E+05, 3.316120E+05, 3.340565E+05, 3.365148E+05, 3.389870E+05, 3.414732E+05, 3.439734E+05, 3.464877E+05, 3.490161E+05, 3.515586E+05, 3.541153E+05, 3.566863E+05, 3.592716E+05, 3.618713E+05, 3.644854E+05, 3.671139E+05, 3.697570E+05, 3.724146E+05, 3.750868E+05, 3.777737E+05, 3.804753E+05, 3.831917E+05, 3.859229E+05, 3.886690E+05, 3.914300E+05, 3.942059E+05, 3.969969E+05, 3.998029E+05, 4.026240E+05, 4.054604E+05, 4.083119E+05, 4.111787E+05, 4.140609E+05, 4.169584E+05, 4.198713E+05, 4.227997E+05, 4.257436E+05, 4.287031E+05, 4.316783E+05, 4.346691E+05, 4.376756E+05, 4.406979E+05, 4.437360E+05, 4.467900E+05, 4.498599E+05, 4.529458E+05, 4.560478E+05, 4.591658E+05, 4.622999E+05, 4.654502E+05, 4.686168E+05, ]) # ============================ M = 1, I = 4 ============================ M = 1 I = 4 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 8.396180E+00, 1.766833E+01, 3.050885E+01, 4.570241E+01, 6.285970E+01, 8.177074E+01, 1.022865E+02, 1.242917E+02, 1.476933E+02, 1.724141E+02, 1.983889E+02, 2.255614E+02, 2.538827E+02, 2.833095E+02, 3.138033E+02, 3.453297E+02, 3.778577E+02, 4.113595E+02, 4.458098E+02, 4.811860E+02, 5.174676E+02, 5.546366E+02, 5.926766E+02, 6.315735E+02, 6.713149E+02, 7.118902E+02, 7.532904E+02, 7.955081E+02, 8.385373E+02, 8.823735E+02, 9.270133E+02, 9.724548E+02, 1.018697E+03, 1.065740E+03, 1.113584E+03, 1.162232E+03, 1.211687E+03, 1.261951E+03, 1.313030E+03, 1.364927E+03, 1.417648E+03, 1.471199E+03, 1.525587E+03, 1.580818E+03, 1.636899E+03, 1.693839E+03, 1.751645E+03, 1.810326E+03, 1.869890E+03, 1.930347E+03, 1.991706E+03, 2.053977E+03, 2.117169E+03, 2.181293E+03, 2.246359E+03, 2.312379E+03, 2.379362E+03, 2.447320E+03, 2.516265E+03, 2.586208E+03, 2.657161E+03, 2.729136E+03, 2.802145E+03, 2.876201E+03, 2.951316E+03, 3.027504E+03, 3.104777E+03, 3.183148E+03, 3.262631E+03, 3.343240E+03, 3.424989E+03, 3.507890E+03, 3.591960E+03, 3.677211E+03, 3.763659E+03, 3.851318E+03, 3.940203E+03, 4.030329E+03, 4.121711E+03, 4.214365E+03, 4.308307E+03, 4.403551E+03, 4.500114E+03, 4.598012E+03, 4.697261E+03, 4.797878E+03, 4.899878E+03, 5.003279E+03, 5.108098E+03, 5.214351E+03, 5.322056E+03, 5.431230E+03, 5.541890E+03, 5.654054E+03, 5.767740E+03, 5.882966E+03, 5.999749E+03, 6.118108E+03, 6.238062E+03, 6.359628E+03, 6.482826E+03, 6.607674E+03, 6.734191E+03, 6.862397E+03, 6.992310E+03, 7.123950E+03, 7.257337E+03, 7.392489E+03, 7.529428E+03, 7.668172E+03, 7.808743E+03, 7.951159E+03, 8.095443E+03, 8.241613E+03, 8.389692E+03, 8.539699E+03, 8.691656E+03, 8.845584E+03, 9.001504E+03, 9.159437E+03, 9.319406E+03, 9.481431E+03, 9.645535E+03, 9.811739E+03, 9.980067E+03, 1.015054E+04, 1.032318E+04, 1.049801E+04, 1.067505E+04, 1.085433E+04, 1.103587E+04, 1.121969E+04, 1.140581E+04, 1.159426E+04, 1.178507E+04, 1.197825E+04, 1.217383E+04, 1.237183E+04, 1.257229E+04, 1.277521E+04, 1.298064E+04, 1.318858E+04, 1.339907E+04, 1.361213E+04, 1.382779E+04, 1.404607E+04, 1.426700E+04, 1.449060E+04, 1.471690E+04, 1.494593E+04, 1.517770E+04, 1.541225E+04, 1.564961E+04, 1.588979E+04, 1.613283E+04, 1.637875E+04, 1.662759E+04, 1.687936E+04, 1.713409E+04, 1.739182E+04, 1.765256E+04, 1.791635E+04, 1.818322E+04, 1.845319E+04, 1.872628E+04, 1.900254E+04, 1.928199E+04, 1.956465E+04, 1.985056E+04, 2.013974E+04, 2.043222E+04, 2.072804E+04, 2.102722E+04, 2.132979E+04, 2.163578E+04, 2.194522E+04, 2.225814E+04, 2.257457E+04, 2.289454E+04, 2.321808E+04, 2.354523E+04, 2.387600E+04, 2.421045E+04, 2.454858E+04, 2.489044E+04, 2.523606E+04, 2.558546E+04, 2.593868E+04, 2.629576E+04, 2.665672E+04, 2.702159E+04, 2.739041E+04, 2.776321E+04, 2.814002E+04, 2.852087E+04, 2.890581E+04, 2.929485E+04, 2.968803E+04, 3.008539E+04, 3.048695E+04, 3.089276E+04, 3.130284E+04, 3.171723E+04, 3.213596E+04, 3.255907E+04, 3.298659E+04, 3.341855E+04, 3.385498E+04, 3.429593E+04, 3.474142E+04, 3.519150E+04, 3.564619E+04, 3.610552E+04, 3.656955E+04, 3.703829E+04, 3.751178E+04, 3.799006E+04, 3.847316E+04, 3.896113E+04, 3.945398E+04, 3.995177E+04, 4.045452E+04, 4.096227E+04, 4.147505E+04, 4.199291E+04, 4.251587E+04, 4.304397E+04, 4.357726E+04, 4.411575E+04, 4.465950E+04, 4.520854E+04, 4.576289E+04, 4.632261E+04, 4.688772E+04, 4.745826E+04, 4.803426E+04, 4.861577E+04, 4.920283E+04, 4.979545E+04, 5.039369E+04, 5.099758E+04, 5.160716E+04, 5.222246E+04, 5.284352E+04, 5.347038E+04, 5.410306E+04, 5.474162E+04, 5.538609E+04, 5.603649E+04, 5.669288E+04, 5.735528E+04, 5.802374E+04, 5.869829E+04, 5.937896E+04, 6.006580E+04, 6.075884E+04, 6.145812E+04, 6.216367E+04, 6.287553E+04, 6.359374E+04, 6.431833E+04, 6.504935E+04, 6.578683E+04, 6.653080E+04, 6.728130E+04, 6.803837E+04, 6.880204E+04, 6.957236E+04, 7.034936E+04, 7.113307E+04, 7.192353E+04, 7.272078E+04, 7.352485E+04, 7.433578E+04, 7.515361E+04, 7.597838E+04, 7.681011E+04, 7.764885E+04, 7.849463E+04, 7.934749E+04, 8.020746E+04, 8.107459E+04, 8.194889E+04, 8.283042E+04, 8.371921E+04, 8.461529E+04, 8.551870E+04, 8.642947E+04, 8.734763E+04, 8.827324E+04, 8.920631E+04, 9.014689E+04, 9.109501E+04, 9.205070E+04, 9.301400E+04, 9.398494E+04, 9.496357E+04, 9.594990E+04, 9.694399E+04, 9.794585E+04, 9.895554E+04, 9.997307E+04, 1.009985E+05, 1.020318E+05, 1.030731E+05, 1.041224E+05, 1.051797E+05, 1.062450E+05, 1.073184E+05, 1.084000E+05, 1.094897E+05, 1.105876E+05, 1.116937E+05, 1.128080E+05, 1.139306E+05, 1.150616E+05, 1.162009E+05, 1.173485E+05, 1.185046E+05, 1.196691E+05, 1.208421E+05, 1.220236E+05, 1.232136E+05, 1.244122E+05, 1.256194E+05, 1.268353E+05, 1.280597E+05, 1.292929E+05, 1.305348E+05, 1.317854E+05, 1.330449E+05, 1.343131E+05, 1.355901E+05, 1.368761E+05, 1.381709E+05, 1.394747E+05, 1.407874E+05, 1.421091E+05, 1.434398E+05, 1.447796E+05, 1.461284E+05, 1.474863E+05, 1.488533E+05, 1.502295E+05, 1.516149E+05, 1.530095E+05, 1.544133E+05, 1.558264E+05, 1.572487E+05, 1.586804E+05, 1.601214E+05, 1.615718E+05, 1.630316E+05, 1.645008E+05, 1.659794E+05, 1.674676E+05, 1.689652E+05, 1.704723E+05, 1.719889E+05, 1.735152E+05, 1.750510E+05, 1.765964E+05, 1.781515E+05, 1.797163E+05, 1.812907E+05, 1.828748E+05, 1.844687E+05, 1.860723E+05, 1.876857E+05, 1.893090E+05, 1.909420E+05, 1.925849E+05, 1.942376E+05, 1.959003E+05, 1.975728E+05, 1.992553E+05, 2.009477E+05, 2.026501E+05, 2.043625E+05, 2.060849E+05, 2.078174E+05, 2.095599E+05, 2.113125E+05, 2.130751E+05, 2.148479E+05, 2.166308E+05, 2.184239E+05, 2.202271E+05, 2.220405E+05, 2.238641E+05, 2.256980E+05, 2.275421E+05, 2.293964E+05, 2.312610E+05, 2.331359E+05, 2.350212E+05, 2.369167E+05, 2.388226E+05, 2.407388E+05, 2.426655E+05, 2.446025E+05, 2.465499E+05, 2.485077E+05, 2.504760E+05, 2.524547E+05, 2.544439E+05, 2.564436E+05, 2.584538E+05, 2.604745E+05, 2.625057E+05, 2.645474E+05, 2.665997E+05, 2.686625E+05, 2.707359E+05, 2.728199E+05, 2.749145E+05, 2.770198E+05, 2.791356E+05, 2.812621E+05, 2.833992E+05, 2.855470E+05, 2.877055E+05, 2.898746E+05, 2.920544E+05, 2.942450E+05, 2.964462E+05, 2.986582E+05, 3.008809E+05, 3.031144E+05, 3.053586E+05, 3.076135E+05, 3.098792E+05, 3.121558E+05, 3.144431E+05, 3.167411E+05, 3.190500E+05, 3.213698E+05, 3.237003E+05, 3.260417E+05, 3.283938E+05, 3.307569E+05, 3.331308E+05, 3.355155E+05, 3.379111E+05, 3.403176E+05, 3.427350E+05, 3.451632E+05, 3.476023E+05, 3.500523E+05, 3.525132E+05, 3.549850E+05, 3.574677E+05, 3.599614E+05, 3.624659E+05, 3.649814E+05, 3.675078E+05, 3.700451E+05, 3.725934E+05, 3.751526E+05, 3.777227E+05, 3.803038E+05, 3.828958E+05, 3.854988E+05, 3.881127E+05, 3.907376E+05, 3.933734E+05, 3.960202E+05, 3.986779E+05, 4.013466E+05, 4.040263E+05, 4.067170E+05, 4.094186E+05, 4.121311E+05, 4.148547E+05, 4.175892E+05, 4.203346E+05, 4.230911E+05, 4.258585E+05, 4.286368E+05, 4.314262E+05, 4.342265E+05, 4.370377E+05, 4.398600E+05, 4.426932E+05, 4.455373E+05, 4.483925E+05, 4.512585E+05, 4.541356E+05, 4.570235E+05, 4.599225E+05, 4.628324E+05, 4.657532E+05, 4.686850E+05, 4.716277E+05, 4.745814E+05, 4.775460E+05, 4.805215E+05, 4.835080E+05, 4.865054E+05, 4.895137E+05, ]) # ============================ M = 1, I = 5 ============================ M = 1 I = 5 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 8.444960E+00, 1.786086E+01, 3.086810E+01, 4.625151E+01, 6.362259E+01, 8.276956E+01, 1.035416E+02, 1.258219E+02, 1.495163E+02, 1.745467E+02, 2.008468E+02, 2.283599E+02, 2.570362E+02, 2.868320E+02, 3.177083E+02, 3.496303E+02, 3.825666E+02, 4.164889E+02, 4.513717E+02, 4.871921E+02, 5.239294E+02, 5.615653E+02, 6.000832E+02, 6.394690E+02, 6.797100E+02, 7.207956E+02, 7.627166E+02, 8.054658E+02, 8.490371E+02, 8.934261E+02, 9.386295E+02, 9.846456E+02, 1.031473E+03, 1.079113E+03, 1.127566E+03, 1.176835E+03, 1.226923E+03, 1.277832E+03, 1.329569E+03, 1.382138E+03, 1.435544E+03, 1.489795E+03, 1.544897E+03, 1.600858E+03, 1.657684E+03, 1.715385E+03, 1.773970E+03, 1.833446E+03, 1.893824E+03, 1.955112E+03, 2.017322E+03, 2.080462E+03, 2.144544E+03, 2.209579E+03, 2.275576E+03, 2.342549E+03, 2.410507E+03, 2.479463E+03, 2.549429E+03, 2.620417E+03, 2.692439E+03, 2.765507E+03, 2.839636E+03, 2.914836E+03, 2.991123E+03, 3.068509E+03, 3.147007E+03, 3.226632E+03, 3.307397E+03, 3.389316E+03, 3.472404E+03, 3.556674E+03, 3.642143E+03, 3.728824E+03, 3.816732E+03, 3.905883E+03, 3.996292E+03, 4.087973E+03, 4.180944E+03, 4.275219E+03, 4.370815E+03, 4.467747E+03, 4.566031E+03, 4.665685E+03, 4.766725E+03, 4.869166E+03, 4.973027E+03, 5.078323E+03, 5.185073E+03, 5.293293E+03, 5.403000E+03, 5.514213E+03, 5.626948E+03, 5.741224E+03, 5.857058E+03, 5.974468E+03, 6.093473E+03, 6.214091E+03, 6.336340E+03, 6.460239E+03, 6.585806E+03, 6.713060E+03, 6.842020E+03, 6.972705E+03, 7.105134E+03, 7.239327E+03, 7.375302E+03, 7.513080E+03, 7.652679E+03, 7.794120E+03, 7.937423E+03, 8.082606E+03, 8.229691E+03, 8.378697E+03, 8.529645E+03, 8.682555E+03, 8.837447E+03, 8.994343E+03, 9.153262E+03, 9.314226E+03, 9.477255E+03, 9.642370E+03, 9.809593E+03, 9.978944E+03, 1.015045E+04, 1.032412E+04, 1.049998E+04, 1.067806E+04, 1.085838E+04, 1.104095E+04, 1.122581E+04, 1.141296E+04, 1.160244E+04, 1.179427E+04, 1.198846E+04, 1.218504E+04, 1.238404E+04, 1.258547E+04, 1.278936E+04, 1.299573E+04, 1.320460E+04, 1.341601E+04, 1.362996E+04, 1.384648E+04, 1.406560E+04, 1.428733E+04, 1.451171E+04, 1.473876E+04, 1.496849E+04, 1.520094E+04, 1.543613E+04, 1.567407E+04, 1.591480E+04, 1.615834E+04, 1.640471E+04, 1.665393E+04, 1.690604E+04, 1.716105E+04, 1.741899E+04, 1.767988E+04, 1.794376E+04, 1.821063E+04, 1.848053E+04, 1.875349E+04, 1.902952E+04, 1.930866E+04, 1.959092E+04, 1.987633E+04, 2.016492E+04, 2.045672E+04, 2.075174E+04, 2.105002E+04, 2.135157E+04, 2.165643E+04, 2.196462E+04, 2.227617E+04, 2.259110E+04, 2.290944E+04, 2.323121E+04, 2.355644E+04, 2.388515E+04, 2.421738E+04, 2.455315E+04, 2.489248E+04, 2.523541E+04, 2.558195E+04, 2.593214E+04, 2.628600E+04, 2.664356E+04, 2.700484E+04, 2.736987E+04, 2.773869E+04, 2.811131E+04, 2.848776E+04, 2.886807E+04, 2.925227E+04, 2.964039E+04, 3.003245E+04, 3.042848E+04, 3.082850E+04, 3.123255E+04, 3.164066E+04, 3.205284E+04, 3.246914E+04, 3.288957E+04, 3.331417E+04, 3.374295E+04, 3.417596E+04, 3.461322E+04, 3.505476E+04, 3.550060E+04, 3.595078E+04, 3.640532E+04, 3.686425E+04, 3.732760E+04, 3.779540E+04, 3.826768E+04, 3.874447E+04, 3.922579E+04, 3.971168E+04, 4.020216E+04, 4.069726E+04, 4.119701E+04, 4.170145E+04, 4.221060E+04, 4.272449E+04, 4.324315E+04, 4.376661E+04, 4.429489E+04, 4.482804E+04, 4.536607E+04, 4.590903E+04, 4.645693E+04, 4.700981E+04, 4.756770E+04, 4.813063E+04, 4.869862E+04, 4.927172E+04, 4.984995E+04, 5.043333E+04, 5.102191E+04, 5.161570E+04, 5.221475E+04, 5.281908E+04, 5.342873E+04, 5.404371E+04, 5.466408E+04, 5.528984E+04, 5.592105E+04, 5.655772E+04, 5.719989E+04, 5.784759E+04, 5.850085E+04, 5.915970E+04, 5.982418E+04, 6.049431E+04, 6.117013E+04, 6.185167E+04, 6.253895E+04, 6.323202E+04, 6.393090E+04, 6.463563E+04, 6.534623E+04, 6.606275E+04, 6.678520E+04, 6.751363E+04, 6.824806E+04, 6.898853E+04, 6.973506E+04, 7.048770E+04, 7.124648E+04, 7.201142E+04, 7.278256E+04, 7.355993E+04, 7.434357E+04, 7.513350E+04, 7.592976E+04, 7.673238E+04, 7.754140E+04, 7.835685E+04, 7.917876E+04, 8.000716E+04, 8.084209E+04, 8.168358E+04, 8.253166E+04, 8.338637E+04, 8.424773E+04, 8.511579E+04, 8.599058E+04, 8.687212E+04, 8.776046E+04, 8.865563E+04, 8.955766E+04, 9.046658E+04, 9.138242E+04, 9.230523E+04, 9.323504E+04, 9.417187E+04, 9.511576E+04, 9.606675E+04, 9.702488E+04, 9.799016E+04, 9.896265E+04, 9.994237E+04, 1.009294E+05, 1.019236E+05, 1.029253E+05, 1.039343E+05, 1.049507E+05, 1.059745E+05, 1.070058E+05, 1.080446E+05, 1.090910E+05, 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2.065261E+05, 2.082182E+05, 2.099206E+05, 2.116331E+05, 2.133559E+05, 2.150890E+05, 2.168324E+05, 2.185861E+05, 2.203502E+05, 2.221247E+05, 2.239097E+05, 2.257051E+05, 2.275111E+05, 2.293277E+05, 2.311548E+05, 2.329926E+05, 2.348410E+05, 2.367001E+05, 2.385700E+05, 2.404506E+05, 2.423421E+05, 2.442444E+05, 2.461575E+05, 2.480816E+05, 2.500166E+05, 2.519626E+05, 2.539197E+05, 2.558877E+05, 2.578669E+05, 2.598572E+05, 2.618586E+05, 2.638713E+05, 2.658951E+05, 2.679303E+05, 2.699767E+05, 2.720345E+05, 2.741036E+05, 2.761841E+05, 2.782761E+05, 2.803795E+05, 2.824944E+05, 2.846209E+05, 2.867590E+05, 2.889086E+05, 2.910699E+05, 2.932429E+05, 2.954276E+05, 2.976240E+05, 2.998322E+05, 3.020522E+05, 3.042841E+05, 3.065279E+05, 3.087835E+05, 3.110511E+05, 3.133307E+05, 3.156223E+05, 3.179260E+05, 3.202417E+05, 3.225696E+05, 3.249096E+05, 3.272618E+05, 3.296262E+05, 3.320028E+05, 3.343917E+05, 3.367930E+05, 3.392066E+05, 3.416325E+05, 3.440709E+05, 3.465217E+05, 3.489851E+05, 3.514609E+05, 3.539492E+05, 3.564502E+05, 3.589637E+05, 3.614899E+05, 3.640287E+05, 3.665803E+05, 3.691446E+05, 3.717217E+05, 3.743115E+05, 3.769142E+05, 3.795298E+05, 3.821582E+05, 3.847996E+05, 3.874539E+05, 3.901213E+05, 3.928016E+05, 3.954950E+05, 3.982015E+05, 4.009211E+05, 4.036538E+05, 4.063997E+05, 4.091588E+05, 4.119311E+05, 4.147167E+05, 4.175156E+05, 4.203279E+05, 4.231535E+05, 4.259924E+05, 4.288448E+05, 4.317106E+05, 4.345899E+05, 4.374828E+05, 4.403891E+05, 4.433090E+05, 4.462425E+05, 4.491896E+05, 4.521504E+05, 4.551248E+05, 4.581130E+05, 4.611149E+05, 4.641305E+05, 4.671600E+05, 4.702033E+05, 4.732604E+05, 4.763314E+05, ]) # ============================ M = 1, I = 6 ============================ M = 1 I = 6 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 3.600000E+01, 5.053060E+01, 1.066180E+02, 1.841882E+02, 2.759495E+02, 3.795687E+02, 4.937802E+02, 6.176844E+02, 7.505847E+02, 8.919192E+02, 1.041223E+03, 1.198101E+03, 1.362217E+03, 1.533276E+03, 1.711020E+03, 1.895221E+03, 2.085674E+03, 2.282196E+03, 2.484623E+03, 2.692808E+03, 2.906617E+03, 3.125930E+03, 3.350642E+03, 3.580657E+03, 3.815891E+03, 4.056272E+03, 4.301738E+03, 4.552237E+03, 4.807723E+03, 5.068164E+03, 5.333532E+03, 5.603809E+03, 5.878982E+03, 6.159048E+03, 6.444007E+03, 6.733867E+03, 7.028640E+03, 7.328344E+03, 7.633001E+03, 7.942638E+03, 8.257283E+03, 8.576972E+03, 8.901742E+03, 9.231632E+03, 9.566686E+03, 9.906950E+03, 1.025247E+04, 1.060330E+04, 1.095949E+04, 1.132110E+04, 1.168818E+04, 1.206079E+04, 1.243899E+04, 1.282284E+04, 1.321241E+04, 1.360777E+04, 1.400896E+04, 1.441608E+04, 1.482918E+04, 1.524833E+04, 1.567361E+04, 1.610509E+04, 1.654285E+04, 1.698695E+04, 1.743748E+04, 1.789451E+04, 1.835812E+04, 1.882839E+04, 1.930541E+04, 1.978925E+04, 2.027999E+04, 2.077773E+04, 2.128254E+04, 2.179452E+04, 2.231374E+04, 2.284029E+04, 2.337427E+04, 2.391577E+04, 2.446487E+04, 2.502166E+04, 2.558624E+04, 2.615871E+04, 2.673914E+04, 2.732765E+04, 2.792432E+04, 2.852925E+04, 2.914254E+04, 2.976429E+04, 3.039459E+04, 3.103355E+04, 3.168126E+04, 3.233782E+04, 3.300335E+04, 3.367793E+04, 3.436168E+04, 3.505469E+04, 3.575707E+04, 3.646893E+04, 3.719038E+04, 3.792151E+04, 3.866244E+04, 3.941327E+04, 4.017412E+04, 4.094509E+04, 4.172629E+04, 4.251784E+04, 4.331984E+04, 4.413240E+04, 4.495565E+04, 4.578968E+04, 4.663462E+04, 4.749058E+04, 4.835768E+04, 4.923603E+04, 5.012574E+04, 5.102693E+04, 5.193973E+04, 5.286424E+04, 5.380059E+04, 5.474889E+04, 5.570927E+04, 5.668184E+04, 5.766673E+04, 5.866405E+04, 5.967393E+04, 6.069649E+04, 6.173186E+04, 6.278015E+04, 6.384149E+04, 6.491600E+04, 6.600381E+04, 6.710505E+04, 6.821984E+04, 6.934830E+04, 7.049057E+04, 7.164677E+04, 7.281703E+04, 7.400147E+04, 7.520023E+04, 7.641344E+04, 7.764122E+04, 7.888371E+04, 8.014104E+04, 8.141333E+04, 8.270072E+04, 8.400335E+04, 8.532134E+04, 8.665483E+04, 8.800395E+04, 8.936884E+04, 9.074963E+04, 9.214645E+04, 9.355945E+04, 9.498876E+04, 9.643451E+04, 9.789684E+04, 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2.561764E+05, 2.592485E+05, 2.623486E+05, 2.654767E+05, 2.686331E+05, 2.718178E+05, 2.750312E+05, 2.782733E+05, 2.815443E+05, 2.848444E+05, 2.881738E+05, 2.915325E+05, 2.949209E+05, 2.983391E+05, 3.017872E+05, 3.052654E+05, 3.087739E+05, 3.123128E+05, 3.158824E+05, 3.194828E+05, 3.231142E+05, 3.267767E+05, 3.304705E+05, 3.341959E+05, 3.379529E+05, 3.417418E+05, 3.455628E+05, 3.494159E+05, 3.533014E+05, 3.572195E+05, 3.611703E+05, 3.651541E+05, 3.691709E+05, 3.732210E+05, 3.773046E+05, 3.814218E+05, 3.855728E+05, 3.897578E+05, 3.939770E+05, 3.982305E+05, 4.025186E+05, 4.068414E+05, 4.111990E+05, 4.155918E+05, 4.200198E+05, 4.244833E+05, 4.289823E+05, 4.335172E+05, 4.380881E+05, 4.426952E+05, 4.473386E+05, 4.520186E+05, 4.567353E+05, 4.614889E+05, 4.662796E+05, 4.711076E+05, 4.759731E+05, 4.808762E+05, 4.858172E+05, 4.907962E+05, 4.958134E+05, 5.008691E+05, 5.059633E+05, 5.110963E+05, 5.162683E+05, 5.214794E+05, 5.267299E+05, 5.320199E+05, 5.373497E+05, 5.427193E+05, 5.481291E+05, 5.535792E+05, 5.590697E+05, 5.646009E+05, 5.701730E+05, 5.757862E+05, 5.814406E+05, 5.871364E+05, 5.928739E+05, 5.986532E+05, 6.044745E+05, 6.103381E+05, 6.162440E+05, 6.221926E+05, 6.281839E+05, 6.342182E+05, 6.402957E+05, 6.464166E+05, 6.525810E+05, 6.587892E+05, 6.650414E+05, 6.713377E+05, 6.776783E+05, 6.840635E+05, 6.904935E+05, 6.969684E+05, 7.034884E+05, 7.100537E+05, 7.166646E+05, 7.233211E+05, 7.300236E+05, 7.367722E+05, 7.435671E+05, 7.504086E+05, 7.572967E+05, 7.642317E+05, 7.712139E+05, 7.782433E+05, 7.853202E+05, 7.924449E+05, 7.996174E+05, 8.068380E+05, 8.141069E+05, 8.214243E+05, 8.287904E+05, 8.362053E+05, 8.436694E+05, 8.511827E+05, 8.587456E+05, 8.663581E+05, 8.740205E+05, 8.817330E+05, 8.894957E+05, 8.973090E+05, 9.051729E+05, 9.130878E+05, 9.210537E+05, 9.290709E+05, 9.371395E+05, 9.452599E+05, 9.534322E+05, 9.616565E+05, 9.699331E+05, 9.782622E+05, 9.866440E+05, 9.950787E+05, 1.003566E+06, 1.012108E+06, 1.020702E+06, 1.029350E+06, 1.038053E+06, 1.046809E+06, 1.055619E+06, 1.064484E+06, 1.073404E+06, 1.082379E+06, 1.091408E+06, 1.100493E+06, 1.109634E+06, 1.118830E+06, 1.128082E+06, 1.137390E+06, 1.146755E+06, 1.156176E+06, 1.165654E+06, 1.175188E+06, 1.184780E+06, 1.194429E+06, 1.204136E+06, 1.213900E+06, 1.223722E+06, 1.233602E+06, 1.243541E+06, 1.253538E+06, 1.263593E+06, 1.273708E+06, 1.283882E+06, 1.294115E+06, 1.304407E+06, 1.314760E+06, 1.325172E+06, 1.335644E+06, 1.346177E+06, 1.356770E+06, 1.367423E+06, 1.378138E+06, 1.388913E+06, 1.399750E+06, 1.410649E+06, 1.421609E+06, 1.432631E+06, 1.443715E+06, 1.454861E+06, 1.466070E+06, 1.477342E+06, 1.488676E+06, 1.500073E+06, 1.511534E+06, 1.523058E+06, 1.534646E+06, 1.546297E+06, 1.558013E+06, 1.569792E+06, 1.581636E+06, 1.593545E+06, 1.605519E+06, 1.617557E+06, 1.629661E+06, 1.641830E+06, 1.654065E+06, 1.666365E+06, 1.678732E+06, 1.691164E+06, 1.703663E+06, 1.716229E+06, 1.728861E+06, 1.741560E+06, 1.754326E+06, 1.767160E+06, 1.780061E+06, 1.793029E+06, 1.806066E+06, 1.819170E+06, 1.832343E+06, 1.845584E+06, 1.858894E+06, 1.872272E+06, 1.885720E+06, 1.899236E+06, 1.912822E+06, 1.926478E+06, 1.940203E+06, 1.953998E+06, 1.967863E+06, 1.981799E+06, 1.995805E+06, 2.009881E+06, 2.024028E+06, 2.038247E+06, 2.052536E+06, 2.066897E+06, 2.081329E+06, 2.095834E+06, 2.110410E+06, 2.125058E+06, 2.139778E+06, 2.154571E+06, 2.169436E+06, 2.184374E+06, 2.199385E+06, 2.214469E+06, 2.229627E+06, 2.244857E+06, 2.260162E+06, 2.275540E+06, 2.290993E+06, 2.306519E+06, 2.322120E+06, 2.337796E+06, 2.353546E+06, 2.369371E+06, 2.385271E+06, 2.401246E+06, 2.417296E+06, 2.433422E+06, 2.449624E+06, 2.465901E+06, 2.482255E+06, 2.498685E+06, 2.515191E+06, 2.531773E+06, 2.548433E+06, 2.565169E+06, 2.581982E+06, 2.598872E+06, 2.615840E+06, 2.632885E+06, 2.650008E+06, 2.667209E+06, 2.684487E+06, 2.701844E+06, 2.719279E+06, 2.736792E+06, 2.754384E+06, ]) # ============================ M = 1, I = 7 ============================ M = 1 I = 7 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 9.129250E+00, 2.020566E+01, 3.533602E+01, 5.328177E+01, 7.358062E+01, 9.597421E+01, 1.202823E+02, 1.463666E+02, 1.741155E+02, 2.034368E+02, 2.342525E+02, 2.664953E+02, 3.001069E+02, 3.350360E+02, 3.712373E+02, 4.086708E+02, 4.473010E+02, 4.870968E+02, 5.280312E+02, 5.700805E+02, 6.132248E+02, 6.574474E+02, 7.027344E+02, 7.490750E+02, 7.964609E+02, 8.448862E+02, 8.943474E+02, 9.448428E+02, 9.963726E+02, 1.048939E+03, 1.102544E+03, 1.157194E+03, 1.212894E+03, 1.269651E+03, 1.327472E+03, 1.386368E+03, 1.446346E+03, 1.507418E+03, 1.569595E+03, 1.632887E+03, 1.697307E+03, 1.762868E+03, 1.829582E+03, 1.897464E+03, 1.966526E+03, 2.036785E+03, 2.108254E+03, 2.180948E+03, 2.254885E+03, 2.330078E+03, 2.406546E+03, 2.484305E+03, 2.563372E+03, 2.643764E+03, 2.725501E+03, 2.808599E+03, 2.893078E+03, 2.978957E+03, 3.066254E+03, 3.154991E+03, 3.245187E+03, 3.336863E+03, 3.430039E+03, 3.524736E+03, 3.620977E+03, 3.718782E+03, 3.818174E+03, 3.919176E+03, 4.021810E+03, 4.126099E+03, 4.232067E+03, 4.339738E+03, 4.449135E+03, 4.560283E+03, 4.673206E+03, 4.787929E+03, 4.904479E+03, 5.022879E+03, 5.143156E+03, 5.265336E+03, 5.389446E+03, 5.515511E+03, 5.643559E+03, 5.773617E+03, 5.905712E+03, 6.039873E+03, 6.176126E+03, 6.314501E+03, 6.455025E+03, 6.597728E+03, 6.742639E+03, 6.889787E+03, 7.039200E+03, 7.190910E+03, 7.344946E+03, 7.501338E+03, 7.660118E+03, 7.821315E+03, 7.984961E+03, 8.151087E+03, 8.319725E+03, 8.490906E+03, 8.664662E+03, 8.841027E+03, 9.020031E+03, 9.201709E+03, 9.386093E+03, 9.573217E+03, 9.763113E+03, 9.955817E+03, 1.015136E+04, 1.034978E+04, 1.055111E+04, 1.075538E+04, 1.096264E+04, 1.117291E+04, 1.138623E+04, 1.160263E+04, 1.182216E+04, 1.204485E+04, 1.227073E+04, 1.249984E+04, 1.273223E+04, 1.296792E+04, 1.320696E+04, 1.344937E+04, 1.369521E+04, 1.394451E+04, 1.419731E+04, 1.445364E+04, 1.471355E+04, 1.497708E+04, 1.524426E+04, 1.551513E+04, 1.578974E+04, 1.606813E+04, 1.635034E+04, 1.663640E+04, 1.692637E+04, 1.722027E+04, 1.751816E+04, 1.782008E+04, 1.812606E+04, 1.843615E+04, 1.875040E+04, 1.906885E+04, 1.939154E+04, 1.971852E+04, 2.004982E+04, 2.038550E+04, 2.072560E+04, 2.107016E+04, 2.141923E+04, 2.177286E+04, 2.213109E+04, 2.249397E+04, 2.286155E+04, 2.323386E+04, 2.361096E+04, 2.399290E+04, 2.437973E+04, 2.477148E+04, 2.516822E+04, 2.556999E+04, 2.597683E+04, 2.638881E+04, 2.680596E+04, 2.722834E+04, 2.765600E+04, 2.808898E+04, 2.852735E+04, 2.897114E+04, 2.942042E+04, 2.987523E+04, 3.033563E+04, 3.080167E+04, 3.127340E+04, 3.175088E+04, 3.223415E+04, 3.272328E+04, 3.321831E+04, 3.371931E+04, 3.422632E+04, 3.473940E+04, 3.525861E+04, 3.578400E+04, 3.631563E+04, 3.685355E+04, 3.739783E+04, 3.794852E+04, 3.850567E+04, 3.906935E+04, 3.963961E+04, 4.021651E+04, 4.080011E+04, 4.139047E+04, 4.198765E+04, 4.259171E+04, 4.320271E+04, 4.382070E+04, 4.444576E+04, 4.507794E+04, 4.571731E+04, 4.636392E+04, 4.701784E+04, 4.767913E+04, 4.834785E+04, 4.902407E+04, 4.970786E+04, 5.039927E+04, 5.109837E+04, 5.180522E+04, 5.251990E+04, 5.324247E+04, 5.397298E+04, 5.471152E+04, 5.545814E+04, 5.621291E+04, 5.697591E+04, 5.774719E+04, 5.852683E+04, 5.931490E+04, 6.011146E+04, 6.091658E+04, 6.173034E+04, 6.255280E+04, 6.338404E+04, 6.422412E+04, 6.507312E+04, 6.593111E+04, 6.679817E+04, 6.767435E+04, 6.855974E+04, 6.945442E+04, 7.035844E+04, 7.127190E+04, 7.219486E+04, 7.312739E+04, 7.406958E+04, 7.502150E+04, 7.598322E+04, 7.695482E+04, 7.793638E+04, 7.892798E+04, 7.992969E+04, 8.094160E+04, 8.196377E+04, 8.299630E+04, 8.403925E+04, 8.509271E+04, 8.615676E+04, 8.723149E+04, 8.831696E+04, 8.941326E+04, 9.052048E+04, 9.163870E+04, 9.276800E+04, 9.390846E+04, 9.506016E+04, 9.622320E+04, 9.739766E+04, 9.858361E+04, 9.978115E+04, 1.009904E+05, 1.022113E+05, 1.034441E+05, 1.046889E+05, 1.059457E+05, 1.072145E+05, 1.084956E+05, 1.097889E+05, 1.110947E+05, 1.124129E+05, 1.137436E+05, 1.150870E+05, 1.164431E+05, 1.178121E+05, 1.191939E+05, 1.205888E+05, 1.219968E+05, 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5.131632E+05, 5.176716E+05, 5.222115E+05, 5.267833E+05, 5.313870E+05, 5.360229E+05, 5.406911E+05, 5.453917E+05, 5.501250E+05, 5.548910E+05, 5.596900E+05, 5.645222E+05, 5.693876E+05, 5.742864E+05, 5.792188E+05, 5.841851E+05, 5.891852E+05, 5.942195E+05, 5.992881E+05, 6.043911E+05, 6.095287E+05, 6.147011E+05, 6.199084E+05, 6.251509E+05, 6.304286E+05, 6.357419E+05, 6.410907E+05, 6.464753E+05, 6.518959E+05, 6.573526E+05, 6.628457E+05, 6.683752E+05, 6.739414E+05, 6.795444E+05, 6.851844E+05, 6.908615E+05, 6.965760E+05, 7.023280E+05, 7.081177E+05, 7.139453E+05, 7.198109E+05, 7.257147E+05, 7.316569E+05, 7.376376E+05, 7.436571E+05, 7.497155E+05, 7.558130E+05, 7.619497E+05, 7.681259E+05, 7.743416E+05, 7.805972E+05, 7.868928E+05, 7.932284E+05, 7.996044E+05, 8.060209E+05, 8.124781E+05, 8.189761E+05, 8.255152E+05, 8.320954E+05, 8.387171E+05, 8.453803E+05, 8.520852E+05, 8.588321E+05, 8.656211E+05, 8.724524E+05, 8.793261E+05, 8.862425E+05, 8.932017E+05, 9.002039E+05, 9.072493E+05, 9.143380E+05, 9.214703E+05, 9.286463E+05, 9.358662E+05, 9.431303E+05, 9.504385E+05, 9.577913E+05, 9.651886E+05, 9.726308E+05, 9.801180E+05, 9.876503E+05, 9.952280E+05, 1.002851E+06, 1.010520E+06, 1.018235E+06, 1.025996E+06, 1.033803E+06, 1.041657E+06, 1.049557E+06, 1.057504E+06, 1.065499E+06, 1.073540E+06, 1.081629E+06, 1.089765E+06, 1.097949E+06, 1.106181E+06, 1.114461E+06, 1.122789E+06, 1.131166E+06, 1.139591E+06, 1.148065E+06, 1.156589E+06, 1.165161E+06, 1.173783E+06, 1.182454E+06, 1.191175E+06, 1.199946E+06, 1.208768E+06, 1.217639E+06, 1.226561E+06, 1.235534E+06, 1.244557E+06, 1.253632E+06, 1.262758E+06, 1.271935E+06, 1.281164E+06, 1.290444E+06, 1.299777E+06, 1.309161E+06, 1.318598E+06, 1.328088E+06, 1.337630E+06, 1.347225E+06, 1.356873E+06, 1.366574E+06, 1.376329E+06, 1.386137E+06, 1.396000E+06, 1.405916E+06, 1.415886E+06, 1.425910E+06, 1.435990E+06, 1.446123E+06, 1.456312E+06, 1.466556E+06, 1.476855E+06, 1.487209E+06, 1.497619E+06, 1.508085E+06, 1.518607E+06, 1.529185E+06, 1.539819E+06, 1.550510E+06, 1.561257E+06, 1.572062E+06, 1.582923E+06, 1.593842E+06, 1.604818E+06, 1.615852E+06, 1.626943E+06, 1.638093E+06, 1.649300E+06, 1.660566E+06, 1.671891E+06, 1.683274E+06, 1.694716E+06, 1.706217E+06, 1.717777E+06, 1.729397E+06, 1.741076E+06, 1.752815E+06, 1.764614E+06, 1.776473E+06, 1.788392E+06, 1.800372E+06, 1.812412E+06, 1.824513E+06, 1.836675E+06, 1.848899E+06, 1.861184E+06, 1.873530E+06, 1.885938E+06, 1.898407E+06, 1.910939E+06, 1.923533E+06, 1.936190E+06, 1.948909E+06, 1.961691E+06, ]) # ============================ M = 1, I = 8 ============================ #M = 1 #I = 8 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 6.000000E+00, 9.217470E+00, 2.048931E+01, 3.584812E+01, 5.406267E+01, 7.466592E+01, # 9.739573E+01, 1.220692E+02, 1.485457E+02, 1.767122E+02, 2.064750E+02, 2.377547E+02, # 2.704833E+02, 3.046015E+02, 3.400571E+02, 3.768044E+02, 4.148027E+02, 4.540162E+02, # 4.944135E+02, 5.359671E+02, 5.786535E+02, 6.224527E+02, 6.673477E+02, 7.133251E+02, # 7.603741E+02, 8.084866E+02, 8.576570E+02, 9.078819E+02, 9.591602E+02, 1.011492E+03, # 1.064880E+03, 1.119328E+03, 1.174840E+03, 1.231424E+03, 1.289086E+03, 1.347834E+03, # 1.407678E+03, 1.468628E+03, 1.530695E+03, 1.593889E+03, 1.658222E+03, 1.723709E+03, # 1.790360E+03, 1.858190E+03, 1.927213E+03, 1.997443E+03, 2.068896E+03, 2.141586E+03, # 2.215529E+03, 2.290742E+03, 2.367241E+03, 2.445042E+03, 2.524165E+03, 2.604625E+03, # 2.686441E+03, 2.769633E+03, 2.854217E+03, 2.940215E+03, 3.027645E+03, 3.116527E+03, # 3.206883E+03, 3.298731E+03, 3.392094E+03, 3.486993E+03, 3.583450E+03, 3.681486E+03, # 3.781124E+03, 3.882387E+03, 3.985298E+03, 4.089880E+03, 4.196157E+03, 4.304154E+03, # 4.413893E+03, 4.525401E+03, 4.638702E+03, 4.753821E+03, 4.870784E+03, 4.989616E+03, # 5.110345E+03, 5.232996E+03, 5.357596E+03, 5.484172E+03, 5.612751E+03, 5.743362E+03, # 5.876031E+03, 6.010787E+03, 6.147658E+03, 6.286674E+03, 6.427862E+03, 6.571253E+03, # 6.716875E+03, 6.864759E+03, 7.014934E+03, 7.167431E+03, 7.322280E+03, 7.479512E+03, # 7.639158E+03, 7.801250E+03, 7.965818E+03, 8.132895E+03, 8.302513E+03, 8.474704E+03, # 8.649501E+03, 8.826937E+03, 9.007044E+03, 9.189856E+03, 9.375407E+03, 9.563731E+03, # 9.754862E+03, 9.948834E+03, 1.014568E+04, 1.034544E+04, 1.054814E+04, 1.075383E+04, # 1.096253E+04, 1.117429E+04, 1.138913E+04, 1.160711E+04, 1.182824E+04, 1.205257E+04, # 1.228015E+04, 1.251099E+04, 1.274515E+04, 1.298266E+04, 1.322355E+04, 1.346788E+04, # 1.371567E+04, 1.396697E+04, 1.422181E+04, 1.448023E+04, 1.474229E+04, 1.500800E+04, # 1.527743E+04, 1.555059E+04, 1.582755E+04, 1.610834E+04, 1.639299E+04, 1.668156E+04, # 1.697409E+04, 1.727061E+04, 1.757117E+04, 1.787582E+04, 1.818460E+04, 1.849754E+04, # 1.881470E+04, 1.913612E+04, 1.946184E+04, 1.979191E+04, 2.012638E+04, 2.046528E+04, # 2.080867E+04, 2.115660E+04, 2.150909E+04, 2.186622E+04, 2.222801E+04, 2.259453E+04, # 2.296581E+04, 2.334190E+04, 2.372286E+04, 2.410873E+04, 2.449955E+04, 2.489539E+04, # 2.529629E+04, 2.570229E+04, 2.611346E+04, 2.652983E+04, 2.695146E+04, 2.737840E+04, # 2.781071E+04, 2.824843E+04, 2.869162E+04, 2.914032E+04, 2.959460E+04, 3.005450E+04, # 3.052008E+04, 3.099139E+04, 3.146849E+04, 3.195142E+04, 3.244026E+04, 3.293504E+04, # 3.343582E+04, 3.394267E+04, 3.445564E+04, 3.497478E+04, 3.550014E+04, 3.603180E+04, # 3.656980E+04, 3.711421E+04, 3.766507E+04, 3.822246E+04, 3.878642E+04, 3.935702E+04, # 3.993432E+04, 4.051837E+04, 4.110925E+04, 4.170700E+04, 4.231169E+04, 4.292338E+04, # 4.354213E+04, 4.416800E+04, 4.480107E+04, 4.544138E+04, 4.608901E+04, 4.674401E+04, # 4.740645E+04, 4.807640E+04, 4.875391E+04, 4.943906E+04, 5.013191E+04, 5.083253E+04, # 5.154097E+04, 5.225732E+04, 5.298163E+04, 5.371397E+04, 5.445442E+04, 5.520303E+04, # 5.595988E+04, 5.672503E+04, 5.749856E+04, 5.828054E+04, 5.907103E+04, 5.987010E+04, # 6.067783E+04, 6.149429E+04, 6.231955E+04, 6.315368E+04, 6.399675E+04, 6.484883E+04, # 6.571001E+04, 6.658035E+04, 6.745993E+04, 6.834881E+04, 6.924709E+04, 7.015482E+04, # 7.107210E+04, 7.199898E+04, 7.293556E+04, 7.388190E+04, 7.483809E+04, 7.580420E+04, # 7.678030E+04, 7.776649E+04, 7.876284E+04, 7.976942E+04, 8.078632E+04, 8.181361E+04, # 8.285139E+04, 8.389972E+04, 8.495869E+04, 8.602838E+04, 8.710888E+04, 8.820027E+04, # 8.930263E+04, 9.041604E+04, 9.154060E+04, 9.267637E+04, 9.382346E+04, 9.498193E+04, # 9.615189E+04, 9.733342E+04, 9.852659E+04, 9.973151E+04, 1.009483E+05, 1.021769E+05, # 1.034176E+05, 1.046703E+05, 1.059353E+05, 1.072125E+05, 1.085021E+05, 1.098041E+05, # 1.111187E+05, 1.124459E+05, 1.137859E+05, 1.151386E+05, 1.165043E+05, 1.178830E+05, # 1.192748E+05, 1.206798E+05, 1.220981E+05, 1.235298E+05, 1.249750E+05, 1.264337E+05, # 1.279061E+05, 1.293923E+05, 1.308924E+05, 1.324064E+05, 1.339345E+05, 1.354768E+05, # 1.370334E+05, 1.386043E+05, 1.401897E+05, 1.417897E+05, 1.434043E+05, 1.450337E+05, # 1.466780E+05, 1.483373E+05, 1.500116E+05, 1.517012E+05, 1.534060E+05, 1.551263E+05, # 1.568620E+05, 1.586133E+05, 1.603804E+05, 1.621633E+05, 1.639621E+05, 1.657770E+05, # 1.676080E+05, 1.694553E+05, 1.713189E+05, 1.731990E+05, 1.750957E+05, 1.770091E+05, # 1.789393E+05, 1.808865E+05, 1.828506E+05, 1.848319E+05, 1.868305E+05, 1.888465E+05, # 1.908799E+05, 1.929309E+05, 1.949997E+05, 1.970863E+05, 1.991908E+05, 2.013135E+05, # 2.034543E+05, 2.056134E+05, 2.077909E+05, 2.099870E+05, 2.122018E+05, 2.144353E+05, # 2.166877E+05, 2.189592E+05, 2.212498E+05, 2.235597E+05, 2.258889E+05, 2.282377E+05, # 2.306061E+05, 2.329943E+05, 2.354024E+05, 2.378305E+05, 2.402787E+05, 2.427472E+05, # 2.452361E+05, 2.477454E+05, 2.502755E+05, 2.528263E+05, 2.553980E+05, 2.579908E+05, # 2.606047E+05, 2.632399E+05, 2.658966E+05, 2.685748E+05, 2.712746E+05, 2.739963E+05, # 2.767400E+05, 2.795057E+05, 2.822937E+05, 2.851040E+05, 2.879368E+05, 2.907922E+05, # 2.936704E+05, 2.965715E+05, 2.994957E+05, 3.024430E+05, 3.054136E+05, 3.084076E+05, # 3.114253E+05, 3.144667E+05, 3.175319E+05, 3.206211E+05, 3.237345E+05, 3.268722E+05, # 3.300344E+05, 3.332211E+05, 3.364325E+05, 3.396688E+05, 3.429300E+05, 3.462165E+05, # 3.495282E+05, 3.528654E+05, 3.562281E+05, 3.596166E+05, 3.630310E+05, 3.664714E+05, # 3.699380E+05, 3.734309E+05, 3.769503E+05, 3.804963E+05, 3.840690E+05, 3.876687E+05, # 3.912955E+05, 3.949495E+05, 3.986309E+05, 4.023398E+05, 4.060763E+05, 4.098408E+05, # 4.136332E+05, 4.174537E+05, 4.213026E+05, 4.251799E+05, 4.290858E+05, 4.330204E+05, # 4.369840E+05, 4.409767E+05, 4.449986E+05, 4.490499E+05, 4.531307E+05, 4.572413E+05, # 4.613817E+05, 4.655522E+05, 4.697528E+05, 4.739838E+05, 4.782453E+05, 4.825375E+05, # 4.868605E+05, 4.912145E+05, 4.955996E+05, 5.000161E+05, 5.044641E+05, 5.089437E+05, # 5.134551E+05, 5.179985E+05, 5.225741E+05, 5.271819E+05, 5.318222E+05, 5.364952E+05, # 5.412010E+05, 5.459397E+05, 5.507116E+05, 5.555168E+05, 5.603555E+05, 5.652278E+05, # 5.701339E+05, 5.750740E+05, 5.800483E+05, 5.850569E+05, 5.901000E+05, 5.951778E+05, # 6.002904E+05, 6.054380E+05, 6.106208E+05, 6.158389E+05, 6.210926E+05, 6.263819E+05, # 6.317072E+05, 6.370685E+05, 6.424660E+05, 6.478999E+05, 6.533704E+05, 6.588776E+05, # 6.644218E+05, 6.700030E+05, 6.756215E+05, 6.812775E+05, 6.869711E+05, 6.927025E+05, # 6.984719E+05, 7.042794E+05, 7.101253E+05, 7.160097E+05, 7.219327E+05, 7.278947E+05, # 7.338957E+05, 7.399359E+05, 7.460156E+05, 7.521348E+05, 7.582938E+05, 7.644928E+05, # 7.707319E+05, 7.770113E+05, 7.833312E+05, 7.896917E+05, 7.960932E+05, 8.025356E+05, # 8.090193E+05, 8.155444E+05, 8.221111E+05, 8.287196E+05, 8.353700E+05, 8.420625E+05, # 8.487974E+05, 8.555747E+05, 8.623948E+05, 8.692577E+05, 8.761637E+05, 8.831129E+05, # 8.901056E+05, 8.971418E+05, 9.042219E+05, 9.113459E+05, 9.185141E+05, 9.257267E+05, # 9.329838E+05, 9.402856E+05, 9.476323E+05, 9.550241E+05, 9.624612E+05, 9.699438E+05, # 9.774720E+05, 9.850461E+05, 9.926662E+05, 1.000333E+06, 1.008045E+06, 1.015805E+06, # 1.023611E+06, 1.031464E+06, 1.039364E+06, 1.047312E+06, 1.055307E+06, 1.063350E+06, # 1.071440E+06, 1.079579E+06, 1.087766E+06, 1.096002E+06, 1.104286E+06, 1.112619E+06, # 1.121001E+06, 1.129433E+06, 1.137913E+06, 1.146444E+06, 1.155024E+06, 1.163654E+06, # 1.172334E+06, 1.181065E+06, 1.189846E+06, 1.198678E+06, 1.207561E+06, 1.216495E+06, # 1.225480E+06, 1.234517E+06, 1.243606E+06, 1.252746E+06, 1.261938E+06, 1.271183E+06, # 1.280480E+06, 1.289830E+06, 1.299233E+06, 1.308688E+06, 1.318197E+06, 1.327759E+06, # 1.337375E+06, 1.347044E+06, 1.356767E+06, 1.366545E+06, 1.376377E+06, 1.386263E+06, # 1.396204E+06, 1.406200E+06, 1.416251E+06, 1.426358E+06, 1.436519E+06, 1.446737E+06, # 1.457010E+06, 1.467339E+06, 1.477725E+06, 1.488167E+06, 1.498665E+06, 1.509220E+06, # 1.519833E+06, 1.530502E+06, 1.541229E+06, 1.552013E+06, 1.562855E+06, 1.573754E+06, # 1.584712E+06, 1.595728E+06, 1.606803E+06, 1.617936E+06, 1.629128E+06, 1.640379E+06, # 1.651689E+06, 1.663059E+06, 1.674488E+06, 1.685977E+06, 1.697526E+06, 1.709135E+06, # 1.720804E+06, 1.732534E+06, 1.744324E+06, 1.756176E+06, 1.768088E+06, 1.780062E+06, # 1.792097E+06, 1.804193E+06, 1.816351E+06, 1.828572E+06, 1.840854E+06, 1.853199E+06, # 1.865606E+06, 1.878076E+06, 1.890609E+06, 1.903205E+06, 1.915864E+06, 1.928586E+06, # 1.941372E+06, 1.954222E+06, 1.967136E+06, 1.980113E+06, 1.993156E+06, 2.006262E+06, # 2.019434E+06, #]) # ============================ M = 1, I = 9 ============================ #M = 1 #I = 9 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 3.600000E+01, 5.505365E+01, 1.221318E+02, 2.136367E+02, 3.221607E+02, 4.449152E+02, # 5.803382E+02, 7.273400E+02, 8.850833E+02, 1.052894E+03, 1.230215E+03, 1.416572E+03, # 1.611562E+03, 1.814829E+03, 2.026065E+03, 2.244995E+03, 2.471377E+03, 2.704998E+03, # 2.945671E+03, 3.193232E+03, 3.447538E+03, 3.708471E+03, 3.975930E+03, 4.249832E+03, # 4.530112E+03, 4.816723E+03, 5.109629E+03, 5.408810E+03, 5.714256E+03, 6.025970E+03, # 6.343965E+03, 6.668261E+03, 6.998887E+03, 7.335880E+03, 7.679283E+03, 8.029144E+03, # 8.385518E+03, 8.748461E+03, 9.118039E+03, 9.494316E+03, 9.877365E+03, 1.026726E+04, # 1.066407E+04, 1.106789E+04, 1.147879E+04, 1.189686E+04, 1.232218E+04, 1.275486E+04, # 1.319497E+04, 1.364263E+04, 1.409792E+04, 1.456094E+04, 1.503180E+04, 1.551061E+04, # 1.599746E+04, 1.649247E+04, 1.699576E+04, 1.750743E+04, 1.802760E+04, 1.855639E+04, # 1.909392E+04, 1.964030E+04, 2.019568E+04, 2.076017E+04, 2.133390E+04, 2.191700E+04, # 2.250960E+04, 2.311185E+04, 2.372386E+04, 2.434580E+04, 2.497778E+04, 2.561997E+04, # 2.627249E+04, 2.693550E+04, 2.760915E+04, 2.829357E+04, 2.898894E+04, 2.969539E+04, # 3.041308E+04, 3.114218E+04, 3.188283E+04, 3.263520E+04, 3.339945E+04, 3.417574E+04, # 3.496424E+04, 3.576511E+04, 3.657853E+04, 3.740465E+04, 3.824366E+04, 3.909573E+04, # 3.996102E+04, 4.083973E+04, 4.173201E+04, 4.263806E+04, 4.355806E+04, 4.449218E+04, # 4.544061E+04, 4.640354E+04, 4.738114E+04, 4.837362E+04, 4.938116E+04, 5.040396E+04, # 5.144219E+04, 5.249607E+04, 5.356578E+04, 5.465153E+04, 5.575351E+04, 5.687192E+04, # 5.800696E+04, 5.915885E+04, 6.032778E+04, 6.151395E+04, 6.271759E+04, 6.393890E+04, # 6.517809E+04, 6.643537E+04, 6.771096E+04, 6.900507E+04, 7.031792E+04, 7.164973E+04, # 7.300073E+04, 7.437113E+04, 7.576115E+04, 7.717103E+04, 7.860099E+04, 8.005126E+04, # 8.152207E+04, 8.301365E+04, 8.452624E+04, 8.606006E+04, 8.761536E+04, 8.919238E+04, # 9.079135E+04, 9.241253E+04, 9.405614E+04, 9.572244E+04, 9.741167E+04, 9.912408E+04, # 1.008599E+05, 1.026194E+05, 1.044029E+05, 1.062106E+05, 1.080427E+05, 1.098995E+05, # 1.117813E+05, 1.136883E+05, 1.156208E+05, 1.175791E+05, 1.195634E+05, 1.215739E+05, # 1.236111E+05, 1.256751E+05, 1.277662E+05, 1.298847E+05, 1.320309E+05, 1.342050E+05, # 1.364074E+05, 1.386383E+05, 1.408980E+05, 1.431867E+05, 1.455049E+05, 1.478527E+05, # 1.502304E+05, 1.526385E+05, 1.550770E+05, 1.575465E+05, 1.600471E+05, 1.625791E+05, # 1.651429E+05, 1.677387E+05, 1.703670E+05, 1.730279E+05, 1.757218E+05, 1.784490E+05, # 1.812099E+05, 1.840046E+05, 1.868337E+05, 1.896973E+05, 1.925958E+05, 1.955296E+05, # 1.984989E+05, 2.015042E+05, 2.045456E+05, 2.076236E+05, 2.107385E+05, 2.138906E+05, # 2.170803E+05, 2.203079E+05, 2.235737E+05, 2.268782E+05, 2.302216E+05, 2.336043E+05, # 2.370267E+05, 2.404890E+05, 2.439918E+05, 2.475352E+05, 2.511198E+05, 2.547457E+05, # 2.584135E+05, 2.621235E+05, 2.658760E+05, 2.696715E+05, 2.735102E+05, 2.773926E+05, # 2.813191E+05, 2.852899E+05, 2.893056E+05, 2.933665E+05, 2.974730E+05, 3.016254E+05, # 3.058242E+05, 3.100697E+05, 3.143624E+05, 3.187027E+05, 3.230909E+05, 3.275275E+05, # 3.320128E+05, 3.365473E+05, 3.411313E+05, 3.457653E+05, 3.504498E+05, 3.551850E+05, # 3.599715E+05, 3.648097E+05, 3.696999E+05, 3.746427E+05, 3.796383E+05, 3.846874E+05, # 3.897902E+05, 3.949473E+05, 4.001590E+05, 4.054258E+05, 4.107482E+05, 4.161266E+05, # 4.215615E+05, 4.270532E+05, 4.326023E+05, 4.382092E+05, 4.438744E+05, 4.495982E+05, # 4.553813E+05, 4.612240E+05, 4.671268E+05, 4.730902E+05, 4.791146E+05, 4.852006E+05, # 4.913485E+05, 4.975590E+05, 5.038324E+05, 5.101693E+05, 5.165701E+05, 5.230354E+05, # 5.295655E+05, 5.361611E+05, 5.428226E+05, 5.495505E+05, 5.563453E+05, 5.632076E+05, # 5.701377E+05, 5.771363E+05, 5.842039E+05, 5.913409E+05, 5.985480E+05, 6.058255E+05, # 6.131740E+05, 6.205941E+05, 6.280863E+05, 6.356511E+05, 6.432891E+05, 6.510007E+05, # 6.587866E+05, 6.666473E+05, 6.745832E+05, 6.825951E+05, 6.906833E+05, 6.988485E+05, # 7.070913E+05, 7.154121E+05, 7.238115E+05, 7.322902E+05, 7.408486E+05, 7.494874E+05, # 7.582071E+05, 7.670083E+05, 7.758916E+05, 7.848575E+05, 7.939067E+05, 8.030397E+05, # 8.122571E+05, 8.215595E+05, 8.309475E+05, 8.404217E+05, 8.499827E+05, 8.596311E+05, # 8.693675E+05, 8.791925E+05, 8.891068E+05, 8.991109E+05, 9.092054E+05, 9.193911E+05, # 9.296684E+05, 9.400381E+05, 9.505008E+05, 9.610571E+05, 9.717075E+05, 9.824529E+05, # 9.932938E+05, 1.004231E+06, 1.015265E+06, 1.026396E+06, 1.037625E+06, 1.048954E+06, # 1.060381E+06, 1.071909E+06, 1.083537E+06, 1.095267E+06, 1.107099E+06, 1.119034E+06, # 1.131072E+06, 1.143214E+06, 1.155461E+06, 1.167814E+06, 1.180272E+06, 1.192838E+06, # 1.205511E+06, 1.218292E+06, 1.231183E+06, 1.244183E+06, 1.257293E+06, 1.270515E+06, # 1.283848E+06, 1.297294E+06, 1.310853E+06, 1.324526E+06, 1.338313E+06, 1.352216E+06, # 1.366236E+06, 1.380372E+06, 1.394625E+06, 1.408997E+06, 1.423488E+06, 1.438099E+06, # 1.452831E+06, 1.467684E+06, 1.482659E+06, 1.497756E+06, 1.512978E+06, 1.528323E+06, # 1.543794E+06, 1.559391E+06, 1.575115E+06, 1.590966E+06, 1.606945E+06, 1.623053E+06, # 1.639291E+06, 1.655660E+06, 1.672160E+06, 1.688792E+06, 1.705557E+06, 1.722456E+06, # 1.739489E+06, 1.756658E+06, 1.773963E+06, 1.791406E+06, 1.808986E+06, 1.826704E+06, # 1.844562E+06, 1.862561E+06, 1.880700E+06, 1.898982E+06, 1.917406E+06, 1.935974E+06, # 1.954686E+06, 1.973543E+06, 1.992547E+06, 2.011698E+06, 2.030996E+06, 2.050444E+06, # 2.070041E+06, 2.089788E+06, 2.109686E+06, 2.129737E+06, 2.149941E+06, 2.170298E+06, # 2.190810E+06, 2.211478E+06, 2.232303E+06, 2.253285E+06, 2.274425E+06, 2.295724E+06, # 2.317183E+06, 2.338804E+06, 2.360586E+06, 2.382531E+06, 2.404639E+06, 2.426912E+06, # 2.449351E+06, 2.471956E+06, 2.494728E+06, 2.517669E+06, 2.540778E+06, 2.564058E+06, # 2.587508E+06, 2.611131E+06, 2.634926E+06, 2.658895E+06, 2.683039E+06, 2.707359E+06, # 2.731855E+06, 2.756528E+06, 2.781380E+06, 2.806411E+06, 2.831623E+06, 2.857016E+06, # 2.882592E+06, 2.908350E+06, 2.934293E+06, 2.960421E+06, 2.986735E+06, 3.013236E+06, # 3.039925E+06, 3.066804E+06, 3.093872E+06, 3.121131E+06, 3.148582E+06, 3.176226E+06, # 3.204065E+06, 3.232098E+06, 3.260327E+06, 3.288752E+06, 3.317376E+06, 3.346199E+06, # 3.375221E+06, 3.404445E+06, 3.433870E+06, 3.463498E+06, 3.493331E+06, 3.523368E+06, # 3.553611E+06, 3.584061E+06, 3.614719E+06, 3.645586E+06, 3.676663E+06, 3.707951E+06, # 3.739451E+06, 3.771164E+06, 3.803092E+06, 3.835234E+06, 3.867593E+06, 3.900169E+06, # 3.932963E+06, 3.965976E+06, 3.999210E+06, 4.032665E+06, 4.066343E+06, 4.100244E+06, # 4.134370E+06, 4.168721E+06, 4.203299E+06, 4.238104E+06, 4.273139E+06, 4.308403E+06, # 4.343898E+06, 4.379624E+06, 4.415584E+06, 4.451778E+06, 4.488207E+06, 4.524872E+06, # 4.561774E+06, 4.598915E+06, 4.636295E+06, 4.673915E+06, 4.711778E+06, 4.749882E+06, # 4.788230E+06, 4.826824E+06, 4.865663E+06, 4.904748E+06, 4.944082E+06, 4.983665E+06, # 5.023498E+06, 5.063583E+06, 5.103920E+06, 5.144510E+06, 5.185355E+06, 5.226455E+06, # 5.267812E+06, 5.309427E+06, 5.351301E+06, 5.393435E+06, 5.435830E+06, 5.478487E+06, # 5.521408E+06, 5.564592E+06, 5.608043E+06, 5.651760E+06, 5.695745E+06, 5.739998E+06, # 5.784521E+06, 5.829316E+06, 5.874383E+06, 5.919722E+06, 5.965337E+06, 6.011226E+06, # 6.057392E+06, 6.103836E+06, 6.150559E+06, 6.197562E+06, 6.244845E+06, 6.292411E+06, # 6.340260E+06, 6.388393E+06, 6.436812E+06, 6.485517E+06, 6.534510E+06, 6.583792E+06, # 6.633364E+06, 6.683227E+06, 6.733382E+06, 6.783830E+06, 6.834573E+06, 6.885611E+06, # 6.936945E+06, 6.988578E+06, 7.040509E+06, 7.092741E+06, 7.145273E+06, 7.198108E+06, # 7.251246E+06, 7.304688E+06, 7.358436E+06, 7.412491E+06, 7.466853E+06, 7.521525E+06, # 7.576506E+06, 7.631799E+06, 7.687404E+06, 7.743322E+06, 7.799555E+06, 7.856104E+06, # 7.912969E+06, 7.970152E+06, 8.027654E+06, 8.085477E+06, 8.143620E+06, 8.202086E+06, # 8.260875E+06, 8.319989E+06, 8.379428E+06, 8.439195E+06, 8.499289E+06, 8.559712E+06, # 8.620465E+06, 8.681550E+06, 8.742967E+06, 8.804718E+06, 8.866803E+06, 8.929223E+06, # 8.991981E+06, 9.055076E+06, 9.118511E+06, 9.182285E+06, 9.246401E+06, 9.310859E+06, # 9.375661E+06, 9.440807E+06, 9.506299E+06, 9.572137E+06, 9.638324E+06, 9.704859E+06, # 9.771745E+06, 9.838981E+06, 9.906570E+06, 9.974512E+06, 1.004281E+07, 1.011146E+07, # 1.018047E+07, 1.024984E+07, 1.031956E+07, 1.038965E+07, 1.046009E+07, 1.053090E+07, # 1.060207E+07, 1.067361E+07, 1.074551E+07, 1.081778E+07, 1.089041E+07, 1.096341E+07, # 1.103679E+07, 1.111053E+07, 1.118465E+07, 1.125913E+07, 1.133400E+07, 1.140923E+07, # 1.148485E+07, 1.156084E+07, 1.163721E+07, 1.171395E+07, 1.179108E+07, 1.186859E+07, # 1.194648E+07, #]) # ============================ M = 2, I = 1 ============================ M = 2 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.172300E+00, 9.074330E+00, 1.797937E+01, 2.688526E+01, 3.579152E+01, 4.469806E+01, 5.360487E+01, 6.251202E+01, 7.142001E+01, 8.033032E+01, 8.924629E+01, 9.817378E+01, 1.071216E+02, 1.161017E+02, 1.251286E+02, 1.342190E+02, 1.433912E+02, 1.526647E+02, 1.620592E+02, 1.715947E+02, 1.812909E+02, 1.911671E+02, 2.012420E+02, 2.115338E+02, 2.220599E+02, 2.328372E+02, 2.438818E+02, 2.552095E+02, 2.668355E+02, 2.787743E+02, 2.910405E+02, 3.036479E+02, 3.166103E+02, 3.299412E+02, 3.436540E+02, 3.577617E+02, 3.722775E+02, 3.872144E+02, 4.025853E+02, 4.184031E+02, 4.346809E+02, 4.514316E+02, 4.686683E+02, 4.864042E+02, 5.046524E+02, 5.234263E+02, 5.427394E+02, 5.626052E+02, 5.830375E+02, 6.040502E+02, 6.256573E+02, 6.478731E+02, 6.707119E+02, 6.941884E+02, 7.183172E+02, 7.431135E+02, 7.685924E+02, 7.947693E+02, 8.216598E+02, 8.492796E+02, 8.776450E+02, 9.067721E+02, 9.366774E+02, 9.673777E+02, 9.988899E+02, 1.031231E+03, 1.064419E+03, 1.098472E+03, 1.133406E+03, 1.169241E+03, 1.205995E+03, 1.243687E+03, 1.282335E+03, 1.321959E+03, 1.362579E+03, 1.404213E+03, 1.446883E+03, 1.490607E+03, 1.535408E+03, 1.581306E+03, 1.628322E+03, 1.676477E+03, 1.725793E+03, 1.776292E+03, 1.827996E+03, 1.880928E+03, 1.935111E+03, 1.990567E+03, 2.047321E+03, 2.105395E+03, 2.164814E+03, 2.225603E+03, 2.287785E+03, 2.351386E+03, 2.416430E+03, 2.482945E+03, 2.550954E+03, 2.620485E+03, 2.691564E+03, 2.764217E+03, 2.838473E+03, 2.914357E+03, 2.991899E+03, 3.071125E+03, 3.152065E+03, 3.234747E+03, 3.319200E+03, 3.405454E+03, 3.493538E+03, 3.583482E+03, 3.675317E+03, 3.769073E+03, 3.864782E+03, 3.962474E+03, 4.062182E+03, 4.163938E+03, 4.267774E+03, 4.373723E+03, 4.481819E+03, 4.592093E+03, 4.704582E+03, 4.819317E+03, 4.936336E+03, 5.055671E+03, 5.177359E+03, 5.301435E+03, 5.427935E+03, 5.556896E+03, 5.688354E+03, 5.822347E+03, 5.958911E+03, 6.098086E+03, 6.239909E+03, 6.384418E+03, 6.531654E+03, 6.681654E+03, 6.834460E+03, 6.990110E+03, 7.148647E+03, 7.310110E+03, 7.474541E+03, 7.641982E+03, 7.812474E+03, 7.986061E+03, 8.162786E+03, 8.342691E+03, 8.525820E+03, 8.712217E+03, 8.901928E+03, 9.094996E+03, 9.291468E+03, 9.491388E+03, 9.694803E+03, 9.901760E+03, 1.011231E+04, 1.032649E+04, 1.054435E+04, 1.076595E+04, 1.099132E+04, 1.122053E+04, 1.145362E+04, 1.169063E+04, 1.193162E+04, 1.217665E+04, 1.242575E+04, 1.267899E+04, 1.293641E+04, 1.319807E+04, 1.346401E+04, 1.373430E+04, 1.400899E+04, 1.428813E+04, 1.457177E+04, 1.485998E+04, 1.515280E+04, 1.545029E+04, 1.575251E+04, 1.605951E+04, 1.637136E+04, 1.668811E+04, 1.700982E+04, 1.733654E+04, 1.766834E+04, 1.800527E+04, 1.834740E+04, 1.869478E+04, 1.904748E+04, 1.940556E+04, 1.976907E+04, 2.013809E+04, 2.051267E+04, 2.089288E+04, 2.127878E+04, 2.167043E+04, 2.206790E+04, 2.247126E+04, 2.288057E+04, 2.329589E+04, 2.371729E+04, 2.414484E+04, 2.457861E+04, 2.501866E+04, 2.546506E+04, 2.591788E+04, 2.637719E+04, 2.684306E+04, 2.731556E+04, 2.779476E+04, 2.828073E+04, 2.877355E+04, 2.927327E+04, 2.977998E+04, 3.029376E+04, 3.081466E+04, 3.134277E+04, 3.187817E+04, 3.242091E+04, 3.297109E+04, 3.352878E+04, 3.409405E+04, 3.466698E+04, 3.524765E+04, 3.583614E+04, 3.643251E+04, 3.703686E+04, 3.764926E+04, 3.826979E+04, 3.889853E+04, 3.953557E+04, 4.018097E+04, 4.083483E+04, 4.149723E+04, 4.216825E+04, 4.284797E+04, 4.353647E+04, 4.423385E+04, 4.494018E+04, 4.565554E+04, 4.638004E+04, 4.711374E+04, 4.785674E+04, 4.860913E+04, 4.937098E+04, 5.014240E+04, 5.092347E+04, 5.171427E+04, 5.251490E+04, 5.332544E+04, 5.414600E+04, 5.497665E+04, 5.581749E+04, 5.666861E+04, 5.753010E+04, 5.840206E+04, 5.928458E+04, 6.017775E+04, 6.108167E+04, 6.199643E+04, 6.292213E+04, 6.385886E+04, 6.480672E+04, 6.576580E+04, 6.673621E+04, 6.771804E+04, 6.871139E+04, 6.971636E+04, 7.073304E+04, 7.176154E+04, 7.280195E+04, 7.385438E+04, 7.491893E+04, 7.599570E+04, 7.708478E+04, 7.818629E+04, 7.930032E+04, 8.042699E+04, 8.156638E+04, 8.271861E+04, 8.388379E+04, 8.506201E+04, 8.625338E+04, 8.745801E+04, 8.867600E+04, 8.990746E+04, 9.115251E+04, 9.241124E+04, 9.368376E+04, 9.497018E+04, 9.627062E+04, 9.758518E+04, 9.891397E+04, 1.002571E+05, 1.016147E+05, 1.029868E+05, 1.043737E+05, 1.057753E+05, 1.071918E+05, 1.086233E+05, 1.100700E+05, 1.115319E+05, 1.130091E+05, 1.145018E+05, 1.160101E+05, 1.175341E+05, 1.190739E+05, 1.206296E+05, 1.222014E+05, 1.237894E+05, 1.253936E+05, 1.270142E+05, 1.286514E+05, 1.303052E+05, 1.319757E+05, 1.336631E+05, 1.353675E+05, 1.370890E+05, 1.388278E+05, 1.405839E+05, 1.423574E+05, 1.441486E+05, 1.459575E+05, 1.477842E+05, 1.496289E+05, 1.514917E+05, 1.533726E+05, 1.552719E+05, 1.571897E+05, 1.591260E+05, 1.610810E+05, 1.630549E+05, 1.650477E+05, 1.670596E+05, 1.690906E+05, 1.711410E+05, 1.732109E+05, 1.753003E+05, 1.774094E+05, 1.795384E+05, 1.816873E+05, 1.838563E+05, 1.860455E+05, 1.882551E+05, 1.904851E+05, 1.927357E+05, 1.950070E+05, 1.972992E+05, 1.996124E+05, 2.019467E+05, 2.043022E+05, 2.066791E+05, 2.090774E+05, 2.114975E+05, 2.139392E+05, 2.164029E+05, 2.188885E+05, 2.213964E+05, 2.239265E+05, 2.264790E+05, 2.290540E+05, 2.316517E+05, 2.342723E+05, 2.369157E+05, 2.395823E+05, 2.422720E+05, 2.449850E+05, 2.477216E+05, 2.504817E+05, 2.532655E+05, 2.560732E+05, 2.589049E+05, 2.617607E+05, 2.646408E+05, 2.675453E+05, 2.704743E+05, 2.734279E+05, 2.764063E+05, 2.794097E+05, 2.824381E+05, 2.854917E+05, 2.885706E+05, 2.916749E+05, 2.948049E+05, 2.979606E+05, 3.011421E+05, 3.043496E+05, 3.075833E+05, 3.108431E+05, 3.141294E+05, 3.174422E+05, 3.207817E+05, 3.241479E+05, 3.275411E+05, 3.309613E+05, 3.344087E+05, 3.378834E+05, 3.413856E+05, 3.449153E+05, 3.484728E+05, 3.520581E+05, 3.556714E+05, 3.593129E+05, 3.629825E+05, 3.666806E+05, 3.704072E+05, 3.741624E+05, 3.779464E+05, 3.817594E+05, 3.856013E+05, 3.894725E+05, 3.933730E+05, 3.973029E+05, 4.012623E+05, 4.052515E+05, 4.092705E+05, 4.133195E+05, 4.173986E+05, 4.215079E+05, 4.256476E+05, 4.298178E+05, 4.340186E+05, 4.382501E+05, 4.425126E+05, 4.468060E+05, 4.511306E+05, 4.554865E+05, 4.598737E+05, 4.642925E+05, 4.687430E+05, 4.732252E+05, 4.777394E+05, 4.822856E+05, 4.868640E+05, 4.914747E+05, 4.961178E+05, 5.007935E+05, 5.055018E+05, 5.102430E+05, 5.150171E+05, 5.198243E+05, 5.246646E+05, 5.295383E+05, 5.344454E+05, 5.393861E+05, 5.443605E+05, 5.493687E+05, 5.544108E+05, 5.594870E+05, 5.645974E+05, 5.697421E+05, 5.749212E+05, 5.801349E+05, 5.853833E+05, 5.906665E+05, 5.959846E+05, 6.013377E+05, 6.067261E+05, 6.121497E+05, 6.176087E+05, 6.231032E+05, 6.286334E+05, 6.341994E+05, 6.398012E+05, 6.454391E+05, 6.511130E+05, 6.568232E+05, 6.625698E+05, 6.683529E+05, 6.741725E+05, 6.800289E+05, 6.859221E+05, 6.918522E+05, 6.978194E+05, 7.038237E+05, 7.098653E+05, 7.159444E+05, 7.220609E+05, 7.282151E+05, 7.344070E+05, 7.406368E+05, 7.469045E+05, 7.532103E+05, 7.595543E+05, 7.659366E+05, 7.723573E+05, 7.788165E+05, 7.853143E+05, 7.918509E+05, 7.984263E+05, 8.050406E+05, 8.116940E+05, 8.183866E+05, 8.251184E+05, 8.318897E+05, 8.387004E+05, 8.455507E+05, 8.524406E+05, 8.593704E+05, 8.663401E+05, 8.733498E+05, 8.803995E+05, 8.874895E+05, ]) # ============================ M = 2, I = 2 ============================ M = 2 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.344550E+00, 1.814784E+01, 3.595709E+01, 5.376805E+01, 7.157976E+01, 8.939203E+01, 1.072048E+02, 1.250184E+02, 1.428342E+02, 1.606559E+02, 1.784919E+02, 1.963562E+02, 2.142697E+02, 2.322594E+02, 2.503579E+02, 2.686022E+02, 2.870319E+02, 3.056885E+02, 3.246141E+02, 3.438505E+02, 3.634386E+02, 3.834184E+02, 4.038283E+02, 4.247054E+02, 4.460854E+02, 4.680024E+02, 4.904894E+02, 5.135781E+02, 5.372995E+02, 5.616834E+02, 5.867589E+02, 6.125545E+02, 6.390984E+02, 6.664180E+02, 6.945407E+02, 7.234935E+02, 7.533034E+02, 7.839971E+02, 8.156015E+02, 8.481435E+02, 8.816500E+02, 9.161481E+02, 9.516650E+02, 9.882282E+02, 1.025865E+03, 1.064605E+03, 1.104474E+03, 1.145503E+03, 1.187719E+03, 1.231152E+03, 1.275832E+03, 1.321788E+03, 1.369052E+03, 1.417654E+03, 1.467626E+03, 1.518999E+03, 1.571805E+03, 1.626077E+03, 1.681848E+03, 1.739152E+03, 1.798023E+03, 1.858496E+03, 1.920605E+03, 1.984387E+03, 2.049877E+03, 2.117111E+03, 2.186128E+03, 2.256965E+03, 2.329660E+03, 2.404252E+03, 2.480780E+03, 2.559285E+03, 2.639806E+03, 2.722384E+03, 2.807062E+03, 2.893881E+03, 2.982884E+03, 3.074115E+03, 3.167617E+03, 3.263435E+03, 3.361614E+03, 3.462200E+03, 3.565239E+03, 3.670777E+03, 3.778863E+03, 3.889545E+03, 4.002871E+03, 4.118891E+03, 4.237655E+03, 4.359214E+03, 4.483619E+03, 4.610921E+03, 4.741175E+03, 4.874432E+03, 5.010747E+03, 5.150174E+03, 5.292769E+03, 5.438588E+03, 5.587687E+03, 5.740124E+03, 5.895957E+03, 6.055244E+03, 6.218045E+03, 6.384420E+03, 6.554429E+03, 6.728135E+03, 6.905599E+03, 7.086884E+03, 7.272055E+03, 7.461175E+03, 7.654309E+03, 7.851524E+03, 8.052885E+03, 8.258461E+03, 8.468319E+03, 8.682529E+03, 8.901159E+03, 9.124280E+03, 9.351963E+03, 9.584280E+03, 9.821303E+03, 1.006311E+04, 1.030976E+04, 1.056135E+04, 1.081794E+04, 1.107962E+04, 1.134645E+04, 1.161852E+04, 1.189590E+04, 1.217868E+04, 1.246693E+04, 1.276075E+04, 1.306020E+04, 1.336537E+04, 1.367635E+04, 1.399323E+04, 1.431607E+04, 1.464498E+04, 1.498004E+04, 1.532134E+04, 1.566896E+04, 1.602300E+04, 1.638355E+04, 1.675069E+04, 1.712453E+04, 1.750514E+04, 1.789264E+04, 1.828710E+04, 1.868864E+04, 1.909733E+04, 1.951329E+04, 1.993661E+04, 2.036739E+04, 2.080572E+04, 2.125172E+04, 2.170548E+04, 2.216710E+04, 2.263669E+04, 2.311436E+04, 2.360020E+04, 2.409433E+04, 2.459685E+04, 2.510787E+04, 2.562749E+04, 2.615584E+04, 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9.541394E+04, 9.694159E+04, 9.848883E+04, 1.000559E+05, 1.016428E+05, 1.032500E+05, 1.048775E+05, 1.065255E+05, 1.081942E+05, 1.098839E+05, 1.115947E+05, 1.133268E+05, 1.150803E+05, 1.168556E+05, 1.186528E+05, 1.204720E+05, 1.223136E+05, 1.241776E+05, 1.260644E+05, 1.279740E+05, 1.299067E+05, 1.318628E+05, 1.338423E+05, 1.358456E+05, 1.378728E+05, 1.399241E+05, 1.419997E+05, 1.441000E+05, 1.462249E+05, 1.483749E+05, 1.505501E+05, 1.527506E+05, 1.549768E+05, 1.572288E+05, 1.595069E+05, 1.618113E+05, 1.641422E+05, 1.664997E+05, 1.688843E+05, 1.712960E+05, 1.737350E+05, 1.762017E+05, 1.786963E+05, 1.812189E+05, 1.837698E+05, 1.863492E+05, 1.889574E+05, 1.915945E+05, 1.942609E+05, 1.969568E+05, 1.996823E+05, 2.024377E+05, 2.052233E+05, 2.080393E+05, 2.108859E+05, 2.137634E+05, 2.166720E+05, 2.196119E+05, 2.225835E+05, 2.255868E+05, 2.286223E+05, 2.316900E+05, 2.347904E+05, 2.379235E+05, 2.410897E+05, 2.442892E+05, 2.475223E+05, 2.507891E+05, 2.540900E+05, 2.574253E+05, 2.607950E+05, 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6.114413E+05, 6.180604E+05, 6.247344E+05, 6.314636E+05, 6.382484E+05, 6.450889E+05, 6.519855E+05, 6.589385E+05, 6.659481E+05, 6.730147E+05, 6.801385E+05, 6.873199E+05, 6.945590E+05, 7.018563E+05, 7.092119E+05, 7.166263E+05, 7.240996E+05, 7.316322E+05, 7.392243E+05, 7.468762E+05, 7.545883E+05, 7.623608E+05, 7.701940E+05, 7.780882E+05, 7.860436E+05, 7.940607E+05, 8.021395E+05, 8.102805E+05, 8.184840E+05, 8.267501E+05, 8.350793E+05, 8.434717E+05, 8.519277E+05, 8.604476E+05, 8.690316E+05, 8.776800E+05, 8.863932E+05, 8.951713E+05, 9.040148E+05, 9.129238E+05, 9.218986E+05, 9.309396E+05, 9.400470E+05, 9.492211E+05, 9.584622E+05, 9.677705E+05, 9.771464E+05, 9.865901E+05, 9.961019E+05, 1.005682E+06, 1.015331E+06, 1.025049E+06, 1.034836E+06, 1.044692E+06, 1.054619E+06, 1.064615E+06, 1.074682E+06, 1.084819E+06, 1.095027E+06, 1.105306E+06, 1.115657E+06, 1.126080E+06, 1.136574E+06, 1.147141E+06, 1.157780E+06, 1.168492E+06, 1.179277E+06, 1.190135E+06, 1.201067E+06, 1.212073E+06, 1.223153E+06, 1.234308E+06, 1.245537E+06, 1.256841E+06, 1.268220E+06, 1.279675E+06, 1.291205E+06, 1.302812E+06, 1.314494E+06, 1.326253E+06, 1.338089E+06, 1.350003E+06, 1.361993E+06, 1.374061E+06, 1.386206E+06, 1.398430E+06, 1.410732E+06, 1.423113E+06, 1.435573E+06, 1.448111E+06, 1.460729E+06, 1.473427E+06, 1.486204E+06, 1.499062E+06, 1.512000E+06, 1.525018E+06, 1.538118E+06, 1.551298E+06, 1.564560E+06, 1.577903E+06, 1.591328E+06, 1.604836E+06, 1.618425E+06, 1.632097E+06, 1.645852E+06, 1.659690E+06, 1.673611E+06, 1.687616E+06, 1.701705E+06, 1.715877E+06, 1.730134E+06, 1.744475E+06, 1.758901E+06, 1.773411E+06, 1.788007E+06, 1.802689E+06, 1.817455E+06, 1.832308E+06, 1.847247E+06, 1.862272E+06, 1.877383E+06, 1.892581E+06, 1.907867E+06, ]) # ============================ M = 2, I = 3 ============================ M = 2 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.260550E+00, 1.921448E+01, 3.809072E+01, 5.696862E+01, 7.584727E+01, 9.472651E+01, 1.136063E+02, 1.324868E+02, 1.513692E+02, 1.702569E+02, 1.891574E+02, 2.080836E+02, 2.270552E+02, 2.460982E+02, 2.652444E+02, 2.845304E+02, 3.039959E+02, 3.236828E+02, 3.436341E+02, 3.638929E+02, 3.845016E+02, 4.055020E+02, 4.269345E+02, 4.488383E+02, 4.712510E+02, 4.942090E+02, 5.177476E+02, 5.419006E+02, 5.667010E+02, 5.921808E+02, 6.183711E+02, 6.453024E+02, 6.730046E+02, 7.015071E+02, 7.308391E+02, 7.610291E+02, 7.921059E+02, 8.240978E+02, 8.570332E+02, 8.909404E+02, 9.258477E+02, 9.617837E+02, 9.987770E+02, 1.036856E+03, 1.076051E+03, 1.116389E+03, 1.157902E+03, 1.200617E+03, 1.244567E+03, 1.289781E+03, 1.336290E+03, 1.384125E+03, 1.433318E+03, 1.483901E+03, 1.535906E+03, 1.589366E+03, 1.644315E+03, 1.700786E+03, 1.758814E+03, 1.818434E+03, 1.879680E+03, 1.942588E+03, 2.007196E+03, 2.073539E+03, 2.141654E+03, 2.211581E+03, 2.283356E+03, 2.357020E+03, 2.432611E+03, 2.510170E+03, 2.589737E+03, 2.671353E+03, 2.755060E+03, 2.840901E+03, 2.928918E+03, 3.019154E+03, 3.111655E+03, 3.206464E+03, 3.303627E+03, 3.403190E+03, 3.505199E+03, 3.609702E+03, 3.716746E+03, 3.826379E+03, 3.938651E+03, 4.053611E+03, 4.171310E+03, 4.291799E+03, 4.415128E+03, 4.541351E+03, 4.670521E+03, 4.802690E+03, 4.937913E+03, 5.076246E+03, 5.217743E+03, 5.362461E+03, 5.510457E+03, 5.661789E+03, 5.816514E+03, 5.974693E+03, 6.136385E+03, 6.301649E+03, 6.470548E+03, 6.643144E+03, 6.819498E+03, 6.999675E+03, 7.183738E+03, 7.371752E+03, 7.563783E+03, 7.759897E+03, 7.960160E+03, 8.164642E+03, 8.373410E+03, 8.586533E+03, 8.804082E+03, 9.026127E+03, 9.252740E+03, 9.483994E+03, 9.719961E+03, 9.960715E+03, 1.020633E+04, 1.045688E+04, 1.071245E+04, 1.097311E+04, 1.123894E+04, 1.151001E+04, 1.178641E+04, 1.206822E+04, 1.235551E+04, 1.264838E+04, 1.294689E+04, 1.325115E+04, 1.356122E+04, 1.387720E+04, 1.419917E+04, 1.452722E+04, 1.486143E+04, 1.520190E+04, 1.554872E+04, 1.590196E+04, 1.626173E+04, 1.662812E+04, 1.700122E+04, 1.738112E+04, 1.776792E+04, 1.816171E+04, 1.856258E+04, 1.897065E+04, 1.938600E+04, 1.980873E+04, 2.023894E+04, 2.067673E+04, 2.112221E+04, 2.157547E+04, 2.203662E+04, 2.250576E+04, 2.298300E+04, 2.346844E+04, 2.396219E+04, 2.446436E+04, 2.497505E+04, 2.549438E+04, 2.602245E+04, 2.655937E+04, 2.710526E+04, 2.766022E+04, 2.822438E+04, 2.879784E+04, 2.938072E+04, 2.997314E+04, 3.057522E+04, 3.118706E+04, 3.180880E+04, 3.244054E+04, 3.308241E+04, 3.373453E+04, 3.439702E+04, 3.507001E+04, 3.575361E+04, 3.644795E+04, 3.715316E+04, 3.786937E+04, 3.859669E+04, 3.933526E+04, 4.008520E+04, 4.084665E+04, 4.161973E+04, 4.240457E+04, 4.320132E+04, 4.401008E+04, 4.483101E+04, 4.566423E+04, 4.650988E+04, 4.736810E+04, 4.823901E+04, 4.912276E+04, 5.001948E+04, 5.092932E+04, 5.185240E+04, 5.278887E+04, 5.373887E+04, 5.470254E+04, 5.568001E+04, 5.667144E+04, 5.767697E+04, 5.869673E+04, 5.973088E+04, 6.077955E+04, 6.184289E+04, 6.292105E+04, 6.401416E+04, 6.512239E+04, 6.624588E+04, 6.738476E+04, 6.853920E+04, 6.970934E+04, 7.089533E+04, 7.209732E+04, 7.331546E+04, 7.454989E+04, 7.580078E+04, 7.706827E+04, 7.835251E+04, 7.965366E+04, 8.097186E+04, 8.230728E+04, 8.366006E+04, 8.503037E+04, 8.641834E+04, 8.782414E+04, 8.924792E+04, 9.068983E+04, 9.215004E+04, 9.362869E+04, 9.512594E+04, 9.664195E+04, 9.817687E+04, 9.973087E+04, 1.013041E+05, 1.028967E+05, 1.045088E+05, 1.061407E+05, 1.077923E+05, 1.094640E+05, 1.111559E+05, 1.128681E+05, 1.146007E+05, 1.163540E+05, 1.181281E+05, 1.199232E+05, 1.217393E+05, 1.235768E+05, 1.254356E+05, 1.273160E+05, 1.292182E+05, 1.311422E+05, 1.330883E+05, 1.350567E+05, 1.370473E+05, 1.390605E+05, 1.410964E+05, 1.431551E+05, 1.452368E+05, 1.473416E+05, 1.494697E+05, 1.516213E+05, 1.537965E+05, 1.559954E+05, 1.582183E+05, 1.604652E+05, 1.627364E+05, 1.650319E+05, 1.673520E+05, 1.696967E+05, 1.720663E+05, 1.744608E+05, 1.768805E+05, 1.793255E+05, 1.817959E+05, 1.842919E+05, 1.868137E+05, 1.893613E+05, 1.919349E+05, 1.945348E+05, 1.971610E+05, 1.998136E+05, 2.024929E+05, 2.051989E+05, 2.079318E+05, 2.106918E+05, 2.134791E+05, 2.162936E+05, 2.191356E+05, 2.220053E+05, 2.249027E+05, 2.278281E+05, 2.307815E+05, 2.337631E+05, 2.367730E+05, 2.398114E+05, 2.428784E+05, 2.459741E+05, 2.490987E+05, 2.522523E+05, 2.554351E+05, 2.586472E+05, 2.618886E+05, 2.651596E+05, 2.684603E+05, 2.717908E+05, 2.751512E+05, 2.785417E+05, 2.819624E+05, 2.854134E+05, 2.888948E+05, 2.924069E+05, 2.959496E+05, 2.995231E+05, 3.031276E+05, 3.067631E+05, 3.104298E+05, 3.141278E+05, 3.178573E+05, 3.216183E+05, 3.254109E+05, 3.292353E+05, 3.330916E+05, 3.369799E+05, 3.409004E+05, 3.448530E+05, 3.488380E+05, 3.528555E+05, 3.569055E+05, 3.609881E+05, 3.651036E+05, 3.692519E+05, 3.734333E+05, 3.776477E+05, 3.818953E+05, 3.861762E+05, 3.904905E+05, 3.948383E+05, 3.992197E+05, 4.036348E+05, 4.080837E+05, 4.125665E+05, 4.170833E+05, 4.216342E+05, 4.262192E+05, 4.308385E+05, 4.354922E+05, ]) # ============================ M = 2, I = 4 ============================ M = 2 I = 4 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.325894E+01, 1.121680E+02, 2.223057E+02, 3.324534E+02, 4.426057E+02, 5.527613E+02, 6.629202E+02, 7.730834E+02, 8.832573E+02, 9.934611E+02, 1.103737E+03, 1.214160E+03, 1.324841E+03, 1.435931E+03, 1.547611E+03, 1.660093E+03, 1.773607E+03, 1.888393E+03, 2.004700E+03, 2.122777E+03, 2.242871E+03, 2.365222E+03, 2.490065E+03, 2.617624E+03, 2.748119E+03, 2.881760E+03, 3.018750E+03, 3.159285E+03, 3.303554E+03, 3.451743E+03, 3.604030E+03, 3.760591E+03, 3.921599E+03, 4.087223E+03, 4.257630E+03, 4.432986E+03, 4.613454E+03, 4.799198E+03, 4.990381E+03, 5.187166E+03, 5.389715E+03, 5.598193E+03, 5.812764E+03, 6.033593E+03, 6.260847E+03, 6.494692E+03, 6.735300E+03, 6.982841E+03, 7.237487E+03, 7.499415E+03, 7.768800E+03, 8.045822E+03, 8.330662E+03, 8.623505E+03, 8.924535E+03, 9.233943E+03, 9.551919E+03, 9.878658E+03, 1.021436E+04, 1.055921E+04, 1.091343E+04, 1.127721E+04, 1.165077E+04, 1.203431E+04, 1.242805E+04, 1.283220E+04, 1.324700E+04, 1.367265E+04, 1.410938E+04, 1.455743E+04, 1.501703E+04, 1.548842E+04, 1.597182E+04, 1.646749E+04, 1.697567E+04, 1.749662E+04, 1.803057E+04, 1.857780E+04, 1.913855E+04, 1.971310E+04, 2.030170E+04, 2.090463E+04, 2.152217E+04, 2.215458E+04, 2.280215E+04, 2.346517E+04, 2.414392E+04, 2.483870E+04, 2.554979E+04, 2.627751E+04, 2.702215E+04, 2.778401E+04, 2.856342E+04, 2.936068E+04, 3.017611E+04, 3.101004E+04, 3.186279E+04, 3.273469E+04, 3.362608E+04, 3.453729E+04, 3.546867E+04, 3.642056E+04, 3.739332E+04, 3.838729E+04, 3.940283E+04, 4.044031E+04, 4.150010E+04, 4.258257E+04, 4.368808E+04, 4.481703E+04, 4.596979E+04, 4.714675E+04, 4.834831E+04, 4.957485E+04, 5.082679E+04, 5.210453E+04, 5.340848E+04, 5.473904E+04, 5.609665E+04, 5.748172E+04, 5.889468E+04, 6.033596E+04, 6.180600E+04, 6.330524E+04, 6.483413E+04, 6.639311E+04, 6.798265E+04, 6.960319E+04, 7.125521E+04, 7.293918E+04, 7.465556E+04, 7.640483E+04, 7.818749E+04, 8.000400E+04, 8.185488E+04, 8.374061E+04, 8.566170E+04, 8.761866E+04, 8.961199E+04, 9.164221E+04, 9.370984E+04, 9.581541E+04, 9.795946E+04, 1.001425E+05, 1.023651E+05, 1.046278E+05, 1.069311E+05, 1.092756E+05, 1.116619E+05, 1.140905E+05, 1.165621E+05, 1.190770E+05, 1.216361E+05, 1.242397E+05, 1.268886E+05, 1.295833E+05, 1.323244E+05, 1.351126E+05, 1.379484E+05, 1.408324E+05, 1.437653E+05, 1.467477E+05, 1.497802E+05, 1.528635E+05, 1.559982E+05, 1.591849E+05, 1.624244E+05, 1.657172E+05, 1.690639E+05, 1.724654E+05, 1.759222E+05, 1.794350E+05, 1.830045E+05, 1.866314E+05, 1.903164E+05, 1.940601E+05, 1.978633E+05, 2.017266E+05, 2.056509E+05, 2.096367E+05, 2.136848E+05, 2.177959E+05, 2.219708E+05, 2.262101E+05, 2.305147E+05, 2.348853E+05, 2.393225E+05, 2.438272E+05, 2.484001E+05, 2.530419E+05, 2.577535E+05, 2.625356E+05, 2.673889E+05, 2.723143E+05, 2.773125E+05, 2.823843E+05, 2.875304E+05, 2.927518E+05, 2.980491E+05, 3.034232E+05, 3.088749E+05, 3.144050E+05, 3.200142E+05, 3.257035E+05, 3.314736E+05, 3.373254E+05, 3.432596E+05, 3.492771E+05, 3.553788E+05, 3.615654E+05, 3.678379E+05, 3.741970E+05, 3.806436E+05, 3.871785E+05, 3.938026E+05, 4.005168E+05, 4.073219E+05, 4.142187E+05, 4.212082E+05, 4.282911E+05, 4.354685E+05, 4.427410E+05, 4.501096E+05, 4.575753E+05, 4.651387E+05, 4.728009E+05, 4.805627E+05, 4.884250E+05, 4.963887E+05, 5.044546E+05, 5.126236E+05, 5.208967E+05, 5.292748E+05, 5.377586E+05, 5.463492E+05, 5.550474E+05, 5.638540E+05, 5.727701E+05, 5.817965E+05, 5.909341E+05, 6.001837E+05, 6.095464E+05, 6.190230E+05, 6.286144E+05, 6.383214E+05, 6.481451E+05, 6.580863E+05, 6.681459E+05, 6.783248E+05, 6.886240E+05, 6.990442E+05, 7.095865E+05, 7.202517E+05, 7.310408E+05, 7.419545E+05, 7.529939E+05, 7.641599E+05, 7.754532E+05, 7.868749E+05, 7.984258E+05, 8.101069E+05, 8.219189E+05, 8.338629E+05, 8.459397E+05, 8.581502E+05, 8.704953E+05, 8.829758E+05, 8.955928E+05, 9.083470E+05, 9.212393E+05, 9.342706E+05, 9.474419E+05, 9.607539E+05, 9.742076E+05, 9.878038E+05, 1.001543E+06, 1.015427E+06, 1.029456E+06, 1.043631E+06, 1.057953E+06, 1.072423E+06, 1.087041E+06, 1.101809E+06, 1.116726E+06, 1.131795E+06, 1.147016E+06, 1.162390E+06, 1.177918E+06, 1.193600E+06, 1.209437E+06, 1.225430E+06, 1.241581E+06, 1.257889E+06, 1.274355E+06, 1.290982E+06, 1.307768E+06, 1.324715E+06, 1.341825E+06, 1.359096E+06, 1.376532E+06, 1.394131E+06, 1.411896E+06, 1.429826E+06, 1.447923E+06, 1.466187E+06, 1.484619E+06, 1.503220E+06, 1.521991E+06, 1.540932E+06, 1.560044E+06, 1.579328E+06, 1.598785E+06, 1.618415E+06, 1.638219E+06, 1.658198E+06, 1.678352E+06, 1.698683E+06, 1.719191E+06, 1.739876E+06, 1.760739E+06, 1.781782E+06, 1.803004E+06, 1.824407E+06, 1.845991E+06, 1.867756E+06, 1.889704E+06, 1.911835E+06, 1.934150E+06, 1.956650E+06, 1.979334E+06, 2.002204E+06, 2.025260E+06, 2.048503E+06, 2.071934E+06, 2.095553E+06, 2.119361E+06, 2.143358E+06, 2.167546E+06, 2.191923E+06, 2.216493E+06, 2.241253E+06, 2.266207E+06, 2.291353E+06, 2.316692E+06, 2.342226E+06, 2.367954E+06, 2.393878E+06, 2.419997E+06, 2.446312E+06, 2.472824E+06, 2.499534E+06, ]) # ============================ M = 2, I = 5 ============================ M = 2 I = 5 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 4.521080E+00, 3.842867E+01, 7.618089E+01, 1.139364E+02, 1.516935E+02, 1.894517E+02, 2.272111E+02, 2.649722E+02, 3.027382E+02, 3.405178E+02, 3.783295E+02, 4.162050E+02, 4.541900E+02, 4.923440E+02, 5.307384E+02, 5.694535E+02, 6.085758E+02, 6.481948E+02, 6.884015E+02, 7.292860E+02, 7.709370E+02, 8.134404E+02, 8.568792E+02, 9.013335E+02, 9.468802E+02, 9.935933E+02, 1.041544E+03, 1.090802E+03, 1.141433E+03, 1.193503E+03, 1.247075E+03, 1.302211E+03, 1.358972E+03, 1.417419E+03, 1.477611E+03, 1.539607E+03, 1.603466E+03, 1.669247E+03, 1.737009E+03, 1.806810E+03, 1.878710E+03, 1.952768E+03, 2.029043E+03, 2.107597E+03, 2.188489E+03, 2.271781E+03, 2.357536E+03, 2.445816E+03, 2.536684E+03, 2.630205E+03, 2.726445E+03, 2.825468E+03, 2.927343E+03, 3.032136E+03, 3.139917E+03, 3.250756E+03, 3.364724E+03, 3.481891E+03, 3.602332E+03, 3.726120E+03, 3.853330E+03, 3.984038E+03, 4.118322E+03, 4.256260E+03, 4.397931E+03, 4.543417E+03, 4.692798E+03, 4.846159E+03, 5.003582E+03, 5.165155E+03, 5.330962E+03, 5.501093E+03, 5.675636E+03, 5.854682E+03, 6.038323E+03, 6.226651E+03, 6.419760E+03, 6.617746E+03, 6.820707E+03, 7.028739E+03, 7.241943E+03, 7.460419E+03, 7.684269E+03, 7.913597E+03, 8.148509E+03, 8.389109E+03, 8.635506E+03, 8.887809E+03, 9.146128E+03, 9.410575E+03, 9.681264E+03, 9.958309E+03, 1.024183E+04, 1.053193E+04, 1.082875E+04, 1.113239E+04, 1.144299E+04, 1.176066E+04, 1.208554E+04, 1.241774E+04, 1.275739E+04, 1.310463E+04, 1.345959E+04, 1.382239E+04, 1.419317E+04, 1.457208E+04, 1.495924E+04, 1.535479E+04, 1.575889E+04, 1.617165E+04, 1.659324E+04, 1.702380E+04, 1.746347E+04, 1.791240E+04, 1.837075E+04, 1.883866E+04, 1.931629E+04, 1.980379E+04, 2.030133E+04, 2.080905E+04, 2.132713E+04, 2.185571E+04, 2.239497E+04, 2.294507E+04, 2.350618E+04, 2.407847E+04, 2.466211E+04, 2.525727E+04, 2.586412E+04, 2.648284E+04, 2.711361E+04, 2.775661E+04, 2.841201E+04, 2.908001E+04, 2.976079E+04, 3.045453E+04, 3.116142E+04, 3.188166E+04, 3.261543E+04, 3.336292E+04, 3.412435E+04, 3.489989E+04, 3.568975E+04, 3.649414E+04, 3.731326E+04, 3.814730E+04, 3.899648E+04, 3.986101E+04, 4.074109E+04, 4.163695E+04, 4.254878E+04, 4.347682E+04, 4.442127E+04, 4.538236E+04, 4.636031E+04, 4.735535E+04, 4.836769E+04, 4.939756E+04, 5.044520E+04, 5.151084E+04, 5.259471E+04, 5.369704E+04, 5.481807E+04, 5.595804E+04, 5.711720E+04, 5.829577E+04, 5.949401E+04, 6.071216E+04, 6.195048E+04, 6.320920E+04, 6.448859E+04, 6.578889E+04, 6.711037E+04, 6.845327E+04, 6.981786E+04, 7.120440E+04, 7.261315E+04, 7.404437E+04, 7.549834E+04, 7.697532E+04, 7.847557E+04, 7.999938E+04, 8.154701E+04, 8.311874E+04, 8.471484E+04, 8.633560E+04, 8.798130E+04, 8.965221E+04, 9.134862E+04, 9.307082E+04, 9.481909E+04, 9.659372E+04, 9.839500E+04, 1.002232E+05, 1.020787E+05, 1.039617E+05, 1.058725E+05, 1.078114E+05, 1.097788E+05, 1.117749E+05, 1.138000E+05, 1.158545E+05, 1.179385E+05, 1.200526E+05, 1.221969E+05, 1.243717E+05, 1.265774E+05, 1.288143E+05, 1.310827E+05, 1.333829E+05, 1.357152E+05, 1.380800E+05, 1.404776E+05, 1.429082E+05, 1.453722E+05, 1.478700E+05, 1.504017E+05, 1.529679E+05, 1.555688E+05, 1.582047E+05, 1.608759E+05, 1.635828E+05, 1.663257E+05, 1.691049E+05, 1.719208E+05, 1.747737E+05, 1.776640E+05, 1.805919E+05, 1.835577E+05, 1.865619E+05, 1.896048E+05, 1.926867E+05, 1.958079E+05, 1.989687E+05, 2.021696E+05, 2.054108E+05, 2.086927E+05, 2.120156E+05, 2.153799E+05, 2.187859E+05, 2.222339E+05, 2.257243E+05, 2.292574E+05, 2.328336E+05, 2.364532E+05, 2.401165E+05, 2.438239E+05, 2.475757E+05, 2.513722E+05, 2.552139E+05, 2.591010E+05, 2.630340E+05, 2.670130E+05, 2.710385E+05, 2.751108E+05, 2.792303E+05, 2.833972E+05, 2.876120E+05, 2.918749E+05, 2.961864E+05, 3.005467E+05, 3.049562E+05, 3.094152E+05, 3.139241E+05, 3.184831E+05, 3.230927E+05, 3.277532E+05, 3.324649E+05, 3.372281E+05, 3.420432E+05, 3.469105E+05, 3.518304E+05, 3.568031E+05, 3.618291E+05, 3.669086E+05, 3.720419E+05, 3.772295E+05, 3.824716E+05, 3.877685E+05, 3.931206E+05, 3.985282E+05, 4.039917E+05, 4.095113E+05, 4.150873E+05, 4.207202E+05, 4.264102E+05, 4.321576E+05, 4.379628E+05, 4.438260E+05, 4.497476E+05, 4.557279E+05, 4.617673E+05, 4.678659E+05, 4.740242E+05, 4.802424E+05, 4.865208E+05, 4.928599E+05, 4.992597E+05, 5.057207E+05, 5.122432E+05, 5.188275E+05, 5.254738E+05, 5.321824E+05, 5.389537E+05, 5.457879E+05, 5.526854E+05, 5.596464E+05, 5.666712E+05, 5.737601E+05, 5.809134E+05, 5.881313E+05, 5.954142E+05, 6.027624E+05, 6.101760E+05, 6.176554E+05, 6.252009E+05, 6.328126E+05, 6.404910E+05, 6.482363E+05, 6.560486E+05, 6.639284E+05, 6.718758E+05, 6.798912E+05, 6.879747E+05, 6.961267E+05, 7.043473E+05, 7.126369E+05, 7.209957E+05, 7.294239E+05, 7.379218E+05, 7.464896E+05, 7.551276E+05, 7.638361E+05, 7.726151E+05, 7.814651E+05, 7.903861E+05, 7.993786E+05, 8.084426E+05, 8.175784E+05, 8.267862E+05, 8.360663E+05, 8.454189E+05, 8.548442E+05, 8.643423E+05, 8.739137E+05, 8.835583E+05, 8.932765E+05, 9.030684E+05, 9.129343E+05, 9.228744E+05, 9.328888E+05, ]) # ============================ M = 2, I = 6 ============================ M = 2 I = 6 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.651606E+01, 2.243264E+02, 4.445925E+02, 6.648787E+02, 8.851739E+02, 1.105476E+03, 1.325785E+03, 1.546103E+03, 1.766449E+03, 1.986872E+03, 2.207477E+03, 2.428444E+03, 2.650035E+03, 2.872591E+03, 3.096522E+03, 3.322292E+03, 3.550398E+03, 3.781359E+03, 4.015699E+03, 4.253941E+03, 4.496597E+03, 4.744163E+03, 4.997122E+03, 5.255935E+03, 5.521046E+03, 5.792885E+03, 6.071862E+03, 6.358376E+03, 6.652812E+03, 6.955545E+03, 7.266940E+03, 7.587356E+03, 7.917143E+03, 8.256649E+03, 8.606215E+03, 8.966183E+03, 9.336891E+03, 9.718676E+03, 1.011188E+04, 1.051683E+04, 1.093387E+04, 1.136335E+04, 1.180560E+04, 1.226097E+04, 1.272982E+04, 1.321248E+04, 1.370933E+04, 1.422071E+04, 1.474700E+04, 1.528857E+04, 1.584577E+04, 1.641901E+04, 1.700865E+04, 1.761510E+04, 1.823873E+04, 1.887996E+04, 1.953919E+04, 2.021683E+04, 2.091330E+04, 2.162902E+04, 2.236443E+04, 2.311996E+04, 2.389604E+04, 2.469315E+04, 2.551171E+04, 2.635221E+04, 2.721511E+04, 2.810088E+04, 2.901001E+04, 2.994298E+04, 3.090030E+04, 3.188246E+04, 3.288998E+04, 3.392338E+04, 3.498317E+04, 3.606990E+04, 3.718410E+04, 3.832631E+04, 3.949710E+04, 4.069702E+04, 4.192665E+04, 4.318656E+04, 4.447733E+04, 4.579957E+04, 4.715386E+04, 4.854082E+04, 4.996106E+04, 5.141521E+04, 5.290390E+04, 5.442778E+04, 5.598748E+04, 5.758366E+04, 5.921700E+04, 6.088816E+04, 6.259783E+04, 6.434669E+04, 6.613544E+04, 6.796480E+04, 6.983547E+04, 7.174818E+04, 7.370367E+04, 7.570267E+04, 7.774594E+04, 7.983423E+04, 8.196832E+04, 8.414897E+04, 8.637699E+04, 8.865315E+04, 9.097828E+04, 9.335317E+04, 9.577865E+04, 9.825556E+04, 1.007847E+05, 1.033670E+05, 1.060033E+05, 1.086944E+05, 1.114413E+05, 1.142447E+05, 1.171057E+05, 1.200251E+05, 1.230038E+05, 1.260428E+05, 1.291430E+05, 1.323053E+05, 1.355307E+05, 1.388203E+05, 1.421748E+05, 1.455954E+05, 1.490831E+05, 1.526388E+05, 1.562635E+05, 1.599583E+05, 1.637242E+05, 1.675624E+05, 1.714737E+05, 1.754593E+05, 1.795203E+05, 1.836578E+05, 1.878728E+05, 1.921665E+05, 1.965400E+05, 2.009945E+05, 2.055309E+05, 2.101506E+05, 2.148547E+05, 2.196444E+05, 2.245208E+05, 2.294851E+05, 2.345385E+05, 2.396823E+05, 2.449177E+05, 2.502459E+05, 2.556682E+05, 2.611858E+05, 2.668000E+05, 2.725121E+05, 2.783233E+05, 2.842351E+05, 2.902486E+05, 2.963652E+05, 3.025862E+05, 3.089131E+05, 3.153471E+05, 3.218896E+05, 3.285420E+05, 3.353057E+05, 3.421821E+05, 3.491725E+05, 3.562785E+05, 3.635014E+05, 3.708427E+05, 3.783038E+05, 3.858862E+05, 3.935914E+05, 4.014209E+05, 4.093761E+05, 4.174586E+05, 4.256698E+05, 4.340114E+05, 4.424848E+05, 4.510916E+05, 4.598333E+05, 4.687115E+05, 4.777278E+05, 4.868838E+05, 4.961810E+05, 5.056212E+05, 5.152058E+05, 5.249365E+05, 5.348150E+05, 5.448429E+05, 5.550219E+05, 5.653535E+05, 5.758396E+05, 5.864817E+05, 5.972816E+05, 6.082409E+05, 6.193614E+05, 6.306448E+05, 6.420929E+05, 6.537072E+05, 6.654897E+05, 6.774420E+05, 6.895660E+05, 7.018632E+05, 7.143357E+05, 7.269850E+05, 7.398131E+05, 7.528217E+05, 7.660127E+05, 7.793877E+05, 7.929487E+05, 8.066975E+05, 8.206359E+05, 8.347658E+05, 8.490890E+05, 8.636073E+05, 8.783226E+05, 8.932368E+05, 9.083518E+05, 9.236693E+05, 9.391914E+05, 9.549198E+05, 9.708566E+05, 9.870035E+05, 1.003362E+06, 1.019935E+06, 1.036724E+06, 1.053731E+06, 1.070957E+06, 1.088405E+06, 1.106077E+06, 1.123974E+06, 1.142098E+06, 1.160452E+06, 1.179038E+06, 1.197856E+06, 1.216910E+06, 1.236200E+06, 1.255730E+06, 1.275501E+06, 1.295515E+06, 1.315774E+06, 1.336279E+06, 1.357034E+06, 1.378039E+06, 1.399297E+06, 1.420810E+06, 1.442580E+06, 1.464608E+06, 1.486897E+06, 1.509448E+06, 1.532264E+06, 1.555346E+06, 1.578697E+06, 1.602318E+06, 1.626211E+06, 1.650379E+06, 1.674823E+06, 1.699545E+06, 1.724548E+06, 1.749832E+06, 1.775400E+06, 1.801255E+06, 1.827397E+06, 1.853829E+06, 1.880553E+06, 1.907571E+06, 1.934884E+06, 1.962495E+06, 1.990405E+06, 2.018617E+06, 2.047132E+06, 2.075952E+06, 2.105079E+06, 2.134515E+06, 2.164262E+06, 2.194322E+06, 2.224697E+06, 2.255388E+06, 2.286397E+06, 2.317727E+06, 2.349379E+06, 2.381354E+06, 2.413656E+06, 2.446285E+06, 2.479244E+06, 2.512534E+06, 2.546157E+06, 2.580115E+06, 2.614410E+06, 2.649043E+06, 2.684016E+06, 2.719332E+06, 2.754992E+06, 2.790997E+06, 2.827349E+06, 2.864051E+06, 2.901104E+06, 2.938509E+06, 2.976268E+06, 3.014384E+06, 3.052857E+06, 3.091690E+06, 3.130883E+06, 3.170440E+06, 3.210361E+06, 3.250648E+06, 3.291303E+06, 3.332328E+06, 3.373723E+06, 3.415491E+06, 3.457633E+06, 3.500151E+06, 3.543047E+06, 3.586321E+06, 3.629976E+06, 3.674014E+06, 3.718434E+06, 3.763241E+06, 3.808433E+06, 3.854014E+06, 3.899985E+06, 3.946347E+06, 3.993102E+06, 4.040250E+06, 4.087795E+06, 4.135736E+06, 4.184076E+06, 4.232815E+06, 4.281956E+06, 4.331500E+06, 4.381448E+06, 4.431801E+06, 4.482561E+06, 4.533729E+06, 4.585306E+06, 4.637294E+06, 4.689695E+06, 4.742508E+06, 4.795737E+06, 4.849381E+06, 4.903442E+06, 4.957922E+06, 5.012821E+06, 5.068142E+06, 5.123884E+06, 5.180049E+06, 5.236639E+06, 5.293655E+06, 5.351097E+06, ]) # ============================ M = 2, I = 7 ============================ M = 2 I = 7 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.250890E+00, 1.018897E+01, 2.020899E+01, 3.022982E+01, 4.025104E+01, 5.027255E+01, 6.029436E+01, 7.031658E+01, 8.033986E+01, 9.036614E+01, 1.003996E+02, 1.104476E+02, 1.205209E+02, 1.306339E+02, 1.408040E+02, 1.510512E+02, 1.613971E+02, 1.718645E+02, 1.824767E+02, 1.932569E+02, 2.042283E+02, 2.154134E+02, 2.268340E+02, 2.385113E+02, 2.504658E+02, 2.627173E+02, 2.752848E+02, 2.881867E+02, 3.014409E+02, 3.150649E+02, 3.290757E+02, 3.434898E+02, 3.583237E+02, 3.735933E+02, 3.893145E+02, 4.055031E+02, 4.221748E+02, 4.393450E+02, 4.570293E+02, 4.752432E+02, 4.940023E+02, 5.133222E+02, 5.332187E+02, 5.537074E+02, 5.748044E+02, 5.965256E+02, 6.188873E+02, 6.419059E+02, 6.655979E+02, 6.899801E+02, 7.150694E+02, 7.408830E+02, 7.674382E+02, 7.947528E+02, 8.228445E+02, 8.517315E+02, 8.814321E+02, 9.119649E+02, 9.433489E+02, 9.756031E+02, 1.008747E+03, 1.042800E+03, 1.077783E+03, 1.113715E+03, 1.150618E+03, 1.188511E+03, 1.227417E+03, 1.267357E+03, 1.308352E+03, 1.350424E+03, 1.393596E+03, 1.437891E+03, 1.483332E+03, 1.529942E+03, 1.577744E+03, 1.626764E+03, 1.677024E+03, 1.728550E+03, 1.781366E+03, 1.835499E+03, 1.890973E+03, 1.947815E+03, 2.006051E+03, 2.065708E+03, 2.126813E+03, 2.189394E+03, 2.253477E+03, 2.319092E+03, 2.386266E+03, 2.455029E+03, 2.525410E+03, 2.597439E+03, 2.671145E+03, 2.746558E+03, 2.823711E+03, 2.902633E+03, 2.983356E+03, 3.065912E+03, 3.150333E+03, 3.236652E+03, 3.324902E+03, 3.415117E+03, 3.507329E+03, 3.601574E+03, 3.697886E+03, 3.796300E+03, 3.896851E+03, 3.999575E+03, 4.104509E+03, 4.211689E+03, 4.321152E+03, 4.432935E+03, 4.547077E+03, 4.663616E+03, 4.782590E+03, 4.904039E+03, 5.028001E+03, 5.154518E+03, 5.283630E+03, 5.415376E+03, 5.549800E+03, 5.686941E+03, 5.826843E+03, 5.969548E+03, 6.115099E+03, 6.263540E+03, 6.414913E+03, 6.569265E+03, 6.726639E+03, 6.887081E+03, 7.050636E+03, 7.217351E+03, 7.387272E+03, 7.560446E+03, 7.736920E+03, 7.916744E+03, 8.099964E+03, 8.286630E+03, 8.476792E+03, 8.670499E+03, 8.867801E+03, 9.068749E+03, 9.273394E+03, 9.481789E+03, 9.693984E+03, 9.910034E+03, 1.012999E+04, 1.035391E+04, 1.058184E+04, 1.081384E+04, 1.104996E+04, 1.129027E+04, 1.153481E+04, 1.178364E+04, 1.203682E+04, 1.229441E+04, 1.255646E+04, 1.282303E+04, 1.309419E+04, 1.336999E+04, 1.365049E+04, 1.393575E+04, 1.422584E+04, 1.452080E+04, 1.482072E+04, 1.512564E+04, 1.543563E+04, 1.575076E+04, 1.607109E+04, 1.639668E+04, 1.672760E+04, 1.706391E+04, 1.740569E+04, 1.775298E+04, 1.810588E+04, 1.846443E+04, 1.882871E+04, 1.919879E+04, 1.957473E+04, 1.995662E+04, 2.034450E+04, 2.073847E+04, 2.113858E+04, 2.154491E+04, 2.195754E+04, 2.237653E+04, 2.280195E+04, 2.323389E+04, 2.367242E+04, 2.411761E+04, 2.456953E+04, 2.502826E+04, 2.549389E+04, 2.596648E+04, 2.644612E+04, 2.693287E+04, 2.742683E+04, 2.792806E+04, 2.843666E+04, 2.895269E+04, 2.947625E+04, 3.000740E+04, 3.054624E+04, 3.109285E+04, 3.164730E+04, 3.220969E+04, 3.278009E+04, 3.335860E+04, 3.394529E+04, 3.454025E+04, 3.514357E+04, 3.575534E+04, 3.637564E+04, 3.700455E+04, 3.764218E+04, 3.828861E+04, 3.894392E+04, 3.960821E+04, 4.028157E+04, 4.096408E+04, 4.165585E+04, 4.235696E+04, 4.306751E+04, 4.378759E+04, 4.451729E+04, 4.525671E+04, 4.600595E+04, 4.676509E+04, 4.753424E+04, 4.831349E+04, 4.910294E+04, 4.990269E+04, 5.071284E+04, 5.153348E+04, 5.236471E+04, 5.320664E+04, 5.405937E+04, 5.492299E+04, 5.579761E+04, 5.668334E+04, 5.758027E+04, 5.848850E+04, 5.940815E+04, 6.033931E+04, 6.128210E+04, 6.223661E+04, 6.320296E+04, 6.418125E+04, 6.517158E+04, 6.617407E+04, 6.718883E+04, 6.821596E+04, 6.925557E+04, 7.030778E+04, 7.137269E+04, 7.245042E+04, 7.354107E+04, 7.464476E+04, 7.576161E+04, 7.689172E+04, 7.803522E+04, 7.919220E+04, 8.036280E+04, 8.154713E+04, 8.274529E+04, 8.395742E+04, 8.518362E+04, 8.642401E+04, 8.767872E+04, 8.894785E+04, 9.023154E+04, 9.152990E+04, 9.284305E+04, 9.417111E+04, 9.551420E+04, 9.687245E+04, 9.824598E+04, 9.963491E+04, 1.010394E+05, 1.024595E+05, 1.038953E+05, 1.053471E+05, 1.068149E+05, 1.082989E+05, 1.097991E+05, 1.113157E+05, 1.128489E+05, 1.143987E+05, 1.159653E+05, 1.175489E+05, 1.191494E+05, 1.207672E+05, 1.224023E+05, 1.240548E+05, 1.257249E+05, 1.274126E+05, 1.291182E+05, 1.308418E+05, 1.325835E+05, 1.343434E+05, 1.361217E+05, 1.379185E+05, 1.397340E+05, 1.415682E+05, 1.434213E+05, 1.452935E+05, 1.471849E+05, 1.490956E+05, 1.510257E+05, 1.529755E+05, 1.549449E+05, 1.569343E+05, 1.589437E+05, 1.609732E+05, 1.630231E+05, 1.650933E+05, 1.671842E+05, 1.692958E+05, 1.714282E+05, 1.735816E+05, 1.757562E+05, 1.779521E+05, 1.801694E+05, 1.824083E+05, 1.846689E+05, 1.869514E+05, 1.892559E+05, 1.915826E+05, 1.939315E+05, 1.963029E+05, 1.986969E+05, 2.011136E+05, 2.035533E+05, 2.060159E+05, 2.085017E+05, 2.110109E+05, 2.135436E+05, 2.160998E+05, 2.186799E+05, 2.212838E+05, 2.239119E+05, 2.265642E+05, 2.292408E+05, 2.319420E+05, 2.346678E+05, 2.374184E+05, 2.401941E+05, 2.429948E+05, 2.458208E+05, 2.486723E+05, 2.515493E+05, 2.544521E+05, 2.573807E+05, 2.603354E+05, 2.633163E+05, 2.663235E+05, 2.693572E+05, 2.724175E+05, 2.755047E+05, 2.786188E+05, 2.817600E+05, 2.849284E+05, 2.881243E+05, 2.913477E+05, 2.945989E+05, 2.978779E+05, 3.011850E+05, 3.045202E+05, 3.078838E+05, 3.112759E+05, 3.146966E+05, 3.181461E+05, 3.216246E+05, 3.251322E+05, 3.286691E+05, 3.322353E+05, 3.358312E+05, 3.394568E+05, 3.431123E+05, 3.467978E+05, 3.505135E+05, 3.542596E+05, 3.580362E+05, 3.618435E+05, 3.656815E+05, 3.695506E+05, 3.734508E+05, 3.773822E+05, 3.813451E+05, 3.853396E+05, 3.893659E+05, 3.934241E+05, 3.975143E+05, 4.016367E+05, 4.057916E+05, 4.099789E+05, 4.141989E+05, 4.184518E+05, 4.227377E+05, 4.270567E+05, 4.314090E+05, 4.357948E+05, 4.402142E+05, 4.446673E+05, 4.491544E+05, 4.536755E+05, 4.582309E+05, 4.628207E+05, 4.674450E+05, 4.721040E+05, 4.767978E+05, 4.815266E+05, 4.862906E+05, 4.910899E+05, 4.959246E+05, 5.007950E+05, 5.057011E+05, 5.106431E+05, 5.156212E+05, 5.206355E+05, 5.256861E+05, 5.307733E+05, 5.358972E+05, 5.410578E+05, 5.462555E+05, 5.514903E+05, 5.567623E+05, 5.620718E+05, 5.674188E+05, 5.728036E+05, 5.782262E+05, 5.836868E+05, 5.891856E+05, 5.947228E+05, 6.002984E+05, 6.059126E+05, 6.115655E+05, 6.172574E+05, 6.229883E+05, 6.287584E+05, 6.345679E+05, 6.404169E+05, 6.463054E+05, 6.522338E+05, 6.582021E+05, 6.642105E+05, 6.702590E+05, 6.763480E+05, 6.824774E+05, 6.886475E+05, 6.948584E+05, 7.011101E+05, 7.074030E+05, 7.137371E+05, 7.201125E+05, 7.265294E+05, 7.329880E+05, 7.394883E+05, 7.460305E+05, 7.526148E+05, 7.592412E+05, 7.659100E+05, 7.726213E+05, 7.793751E+05, 7.861717E+05, 7.930112E+05, 7.998937E+05, 8.068193E+05, 8.137882E+05, 8.208005E+05, 8.278563E+05, 8.349559E+05, 8.420992E+05, 8.492865E+05, 8.565179E+05, 8.637935E+05, 8.711134E+05, 8.784778E+05, 8.858868E+05, 8.933405E+05, 9.008391E+05, 9.083827E+05, 9.159714E+05, 9.236053E+05, 9.312846E+05, 9.390094E+05, 9.467798E+05, 9.545960E+05, 9.624580E+05, 9.703660E+05, 9.783202E+05, 9.863206E+05, 9.943673E+05, 1.002461E+06, 1.010600E+06, 1.018787E+06, 1.027020E+06, 1.035301E+06, 1.043628E+06, 1.052003E+06, 1.060425E+06, ]) # ============================ M = 2, I = 8 ============================ M = 2 I = 8 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.391189E+01, 1.188565E+02, 2.356850E+02, 3.525234E+02, 4.693664E+02, 5.862129E+02, 7.030628E+02, 8.199175E+02, 9.367842E+02, 1.053685E+03, 1.170667E+03, 1.287813E+03, 1.405248E+03, 1.523136E+03, 1.641677E+03, 1.761100E+03, 1.881655E+03, 2.003605E+03, 2.127217E+03, 2.252763E+03, 2.380506E+03, 2.510709E+03, 2.643624E+03, 2.779494E+03, 2.918557E+03, 3.061041E+03, 3.207165E+03, 3.357141E+03, 3.511177E+03, 3.669473E+03, 3.832224E+03, 3.999622E+03, 4.171854E+03, 4.349105E+03, 4.531559E+03, 4.719395E+03, 4.912793E+03, 5.111932E+03, 5.316991E+03, 5.528147E+03, 5.745580E+03, 5.969468E+03, 6.199992E+03, 6.437333E+03, 6.681674E+03, 6.933199E+03, 7.192093E+03, 7.458545E+03, 7.732745E+03, 8.014884E+03, 8.305157E+03, 8.603761E+03, 8.910895E+03, 9.226761E+03, 9.551564E+03, 9.885512E+03, 1.022881E+04, 1.058168E+04, 1.094434E+04, 1.131699E+04, 1.169988E+04, 1.209321E+04, 1.249723E+04, 1.291216E+04, 1.333824E+04, 1.377570E+04, 1.422480E+04, 1.468577E+04, 1.515886E+04, 1.564434E+04, 1.614244E+04, 1.665344E+04, 1.717760E+04, 1.771518E+04, 1.826646E+04, 1.883171E+04, 1.941121E+04, 2.000524E+04, 2.061408E+04, 2.123804E+04, 2.187739E+04, 2.253245E+04, 2.320350E+04, 2.389086E+04, 2.459484E+04, 2.531575E+04, 2.605391E+04, 2.680963E+04, 2.758326E+04, 2.837510E+04, 2.918551E+04, 3.001482E+04, 3.086338E+04, 3.173152E+04, 3.261960E+04, 3.352798E+04, 3.445702E+04, 3.540707E+04, 3.637852E+04, 3.737173E+04, 3.838709E+04, 3.942496E+04, 4.048575E+04, 4.156984E+04, 4.267762E+04, 4.380951E+04, 4.496589E+04, 4.614719E+04, 4.735382E+04, 4.858619E+04, 4.984473E+04, 5.112987E+04, 5.244204E+04, 5.378168E+04, 5.514923E+04, 5.654514E+04, 5.796986E+04, 5.942385E+04, 6.090757E+04, 6.242149E+04, 6.396608E+04, 6.554182E+04, 6.714918E+04, 6.878866E+04, 7.046075E+04, 7.216595E+04, 7.390475E+04, 7.567767E+04, 7.748521E+04, 7.932790E+04, 8.120625E+04, 8.312080E+04, 8.507207E+04, 8.706061E+04, 8.908696E+04, 9.115166E+04, 9.325528E+04, 9.539836E+04, 9.758148E+04, 9.980520E+04, 1.020701E+05, 1.043768E+05, 1.067258E+05, 1.091177E+05, 1.115532E+05, 1.140328E+05, 1.165571E+05, 1.191268E+05, 1.217425E+05, 1.244047E+05, 1.271142E+05, 1.298715E+05, 1.326774E+05, 1.355323E+05, 1.384371E+05, 1.413923E+05, 1.443986E+05, 1.474567E+05, 1.505672E+05, 1.537308E+05, 1.569483E+05, 1.602202E+05, 1.635474E+05, 1.669304E+05, 1.703700E+05, 1.738669E+05, 1.774218E+05, 1.810355E+05, 1.847086E+05, 1.884419E+05, 1.922361E+05, 1.960920E+05, 2.000103E+05, 2.039918E+05, 2.080372E+05, 2.121473E+05, 2.163229E+05, 2.205647E+05, 2.248735E+05, 2.292500E+05, 2.336952E+05, 2.382098E+05, 2.427945E+05, 2.474502E+05, 2.521776E+05, 2.569777E+05, 2.618512E+05, 2.667989E+05, 2.718217E+05, 2.769204E+05, 2.820959E+05, 2.873489E+05, 2.926803E+05, 2.980910E+05, 3.035819E+05, 3.091537E+05, 3.148074E+05, 3.205439E+05, 3.263639E+05, 3.322684E+05, 3.382582E+05, 3.443343E+05, 3.504976E+05, 3.567488E+05, 3.630890E+05, 3.695190E+05, 3.760398E+05, 3.826522E+05, 3.893571E+05, 3.961555E+05, 4.030483E+05, 4.100364E+05, 4.171208E+05, 4.243023E+05, 4.315819E+05, 4.389606E+05, 4.464392E+05, 4.540188E+05, 4.617002E+05, 4.694844E+05, 4.773724E+05, 4.853651E+05, 4.934635E+05, 5.016685E+05, 5.099811E+05, 5.184022E+05, 5.269329E+05, 5.355740E+05, 5.443266E+05, 5.531916E+05, 5.621700E+05, 5.712628E+05, 5.804710E+05, 5.897954E+05, 5.992372E+05, 6.087972E+05, 6.184765E+05, 6.282760E+05, 6.381968E+05, 6.482398E+05, 6.584059E+05, 6.686963E+05, 6.791119E+05, 6.896536E+05, 7.003224E+05, 7.111194E+05, 7.220455E+05, 7.331017E+05, 7.442890E+05, 7.556085E+05, 7.670610E+05, 7.786475E+05, 7.903691E+05, 8.022268E+05, 8.142215E+05, 8.263542E+05, 8.386259E+05, 8.510376E+05, 8.635903E+05, 8.762849E+05, 8.891225E+05, 9.021039E+05, 9.152303E+05, 9.285025E+05, 9.419216E+05, 9.554886E+05, 9.692043E+05, 9.830698E+05, 9.970860E+05, 1.011254E+06, 1.025575E+06, 1.040049E+06, 1.054678E+06, 1.069462E+06, 1.084403E+06, 1.099501E+06, 1.114758E+06, 1.130174E+06, 1.145751E+06, 1.161488E+06, 1.177388E+06, 1.193451E+06, 1.209678E+06, 1.226070E+06, 1.242628E+06, 1.259353E+06, 1.276246E+06, 1.293307E+06, 1.310538E+06, 1.327939E+06, 1.345512E+06, 1.363257E+06, 1.381175E+06, 1.399268E+06, 1.417535E+06, 1.435978E+06, 1.454598E+06, 1.473396E+06, 1.492372E+06, 1.511528E+06, 1.530863E+06, 1.550380E+06, 1.570079E+06, 1.589961E+06, 1.610026E+06, 1.630275E+06, 1.650710E+06, 1.671332E+06, 1.692140E+06, 1.713136E+06, 1.734320E+06, 1.755694E+06, 1.777258E+06, 1.799013E+06, 1.820960E+06, 1.843100E+06, 1.865433E+06, 1.887960E+06, 1.910682E+06, 1.933600E+06, 1.956714E+06, 1.980025E+06, 2.003535E+06, 2.027243E+06, 2.051150E+06, 2.075258E+06, 2.099566E+06, 2.124076E+06, 2.148789E+06, 2.173704E+06, 2.198824E+06, 2.224147E+06, 2.249676E+06, 2.275411E+06, 2.301352E+06, 2.327500E+06, 2.353856E+06, 2.380420E+06, 2.407194E+06, 2.434177E+06, 2.461371E+06, 2.488775E+06, 2.516392E+06, 2.544220E+06, 2.572262E+06, 2.600517E+06, 2.628986E+06, 2.657670E+06, 2.686569E+06, 2.715684E+06, 2.745015E+06, ]) # ============================ M = 2, I = 9 ============================ M = 2 I = 9 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 4.124397E+01, 3.467766E+02, 6.874652E+02, 1.028184E+03, 1.368916E+03, 1.709658E+03, 2.050410E+03, 2.391176E+03, 2.731976E+03, 3.072872E+03, 3.413998E+03, 3.755592E+03, 4.098007E+03, 4.441714E+03, 4.787289E+03, 5.135392E+03, 5.486743E+03, 5.842097E+03, 6.202233E+03, 6.567926E+03, 6.939947E+03, 7.319048E+03, 7.705959E+03, 8.101388E+03, 8.506016E+03, 8.920501E+03, 9.345477E+03, 9.781559E+03, 1.022934E+04, 1.068940E+04, 1.116230E+04, 1.164860E+04, 1.214882E+04, 1.266352E+04, 1.319320E+04, 1.373839E+04, 1.429960E+04, 1.487735E+04, 1.547216E+04, 1.608453E+04, 1.671497E+04, 1.736401E+04, 1.803216E+04, 1.871993E+04, 1.942786E+04, 2.015647E+04, 2.090629E+04, 2.167787E+04, 2.247174E+04, 2.328846E+04, 2.412860E+04, 2.499270E+04, 2.588134E+04, 2.679511E+04, 2.773459E+04, 2.870037E+04, 2.969305E+04, 3.071326E+04, 3.176160E+04, 3.283871E+04, 3.394522E+04, 3.508179E+04, 3.624906E+04, 3.744771E+04, 3.867840E+04, 3.994182E+04, 4.123867E+04, 4.256965E+04, 4.393547E+04, 4.533686E+04, 4.677456E+04, 4.824930E+04, 4.976184E+04, 5.131295E+04, 5.290340E+04, 5.453398E+04, 5.620549E+04, 5.791873E+04, 5.967453E+04, 6.147371E+04, 6.331712E+04, 6.520560E+04, 6.714003E+04, 6.912128E+04, 7.115023E+04, 7.322778E+04, 7.535485E+04, 7.753234E+04, 7.976121E+04, 8.204239E+04, 8.437683E+04, 8.676552E+04, 8.920942E+04, 9.170953E+04, 9.426687E+04, 9.688244E+04, 9.955728E+04, 1.022924E+05, 1.050889E+05, 1.079479E+05, 1.108703E+05, 1.138574E+05, 1.169102E+05, 1.200298E+05, 1.232174E+05, 1.264741E+05, 1.298010E+05, 1.331994E+05, 1.366705E+05, 1.402153E+05, 1.438352E+05, 1.475314E+05, 1.513051E+05, 1.551575E+05, 1.590899E+05, 1.631037E+05, 1.672000E+05, 1.713803E+05, 1.756458E+05, 1.799979E+05, 1.844378E+05, 1.889671E+05, 1.935870E+05, 1.982990E+05, 2.031044E+05, 2.080047E+05, 2.130014E+05, 2.180958E+05, 2.232894E+05, 2.285838E+05, 2.339804E+05, 2.394808E+05, 2.450863E+05, 2.507987E+05, 2.566195E+05, 2.625501E+05, 2.685923E+05, 2.747476E+05, 2.810176E+05, 2.874039E+05, 2.939083E+05, 3.005323E+05, 3.072777E+05, 3.141462E+05, 3.211394E+05, 3.282590E+05, 3.355069E+05, 3.428848E+05, 3.503944E+05, 3.580376E+05, 3.658161E+05, 3.737318E+05, 3.817865E+05, 3.899820E+05, 3.983203E+05, 4.068032E+05, 4.154326E+05, 4.242104E+05, 4.331386E+05, 4.422191E+05, 4.514539E+05, 4.608450E+05, 4.703944E+05, 4.801040E+05, 4.899760E+05, 5.000123E+05, 5.102151E+05, 5.205865E+05, 5.311284E+05, 5.418432E+05, 5.527328E+05, 5.637994E+05, 5.750453E+05, 5.864725E+05, 5.980834E+05, 6.098801E+05, 6.218648E+05, 6.340399E+05, 6.464075E+05, 6.589700E+05, 6.717298E+05, 6.846890E+05, 6.978501E+05, 7.112154E+05, 7.247874E+05, 7.385683E+05, 7.525606E+05, 7.667668E+05, 7.811893E+05, 7.958305E+05, 8.106929E+05, 8.257792E+05, 8.410916E+05, 8.566329E+05, 8.724056E+05, 8.884121E+05, 9.046553E+05, 9.211375E+05, 9.378615E+05, 9.548300E+05, 9.720455E+05, 9.895108E+05, 1.007229E+06, 1.025201E+06, 1.043432E+06, 1.061924E+06, 1.080679E+06, 1.099700E+06, 1.118991E+06, 1.138553E+06, 1.158390E+06, 1.178504E+06, 1.198899E+06, 1.219578E+06, 1.240543E+06, 1.261797E+06, 1.283343E+06, 1.305185E+06, 1.327324E+06, 1.349765E+06, 1.372511E+06, 1.395563E+06, 1.418926E+06, 1.442602E+06, 1.466595E+06, 1.490908E+06, 1.515544E+06, 1.540505E+06, 1.565796E+06, 1.591419E+06, 1.617378E+06, 1.643676E+06, 1.670316E+06, 1.697301E+06, 1.724635E+06, 1.752322E+06, 1.780363E+06, 1.808763E+06, 1.837526E+06, 1.866654E+06, 1.896150E+06, 1.926020E+06, 1.956265E+06, 1.986889E+06, 2.017896E+06, 2.049289E+06, 2.081072E+06, 2.113249E+06, 2.145822E+06, 2.178796E+06, 2.212173E+06, 2.245959E+06, 2.280156E+06, 2.314768E+06, 2.349798E+06, 2.385251E+06, 2.421130E+06, 2.457439E+06, 2.494182E+06, 2.531361E+06, 2.568982E+06, 2.607048E+06, 2.645562E+06, 2.684529E+06, 2.723953E+06, 2.763837E+06, 2.804185E+06, 2.845001E+06, 2.886290E+06, 2.928054E+06, 2.970298E+06, 3.013027E+06, 3.056243E+06, 3.099951E+06, 3.144156E+06, 3.188860E+06, 3.234069E+06, 3.279786E+06, 3.326015E+06, 3.372761E+06, 3.420028E+06, 3.467819E+06, 3.516140E+06, 3.564993E+06, 3.614384E+06, 3.664317E+06, 3.714796E+06, 3.765825E+06, 3.817408E+06, 3.869550E+06, 3.922256E+06, 3.975528E+06, 4.029373E+06, 4.083794E+06, 4.138795E+06, 4.194381E+06, 4.250556E+06, 4.307325E+06, 4.364693E+06, 4.422663E+06, 4.481240E+06, 4.540429E+06, 4.600234E+06, 4.660660E+06, 4.721710E+06, 4.783391E+06, 4.845706E+06, 4.908660E+06, 4.972258E+06, 5.036503E+06, 5.101402E+06, 5.166957E+06, 5.233175E+06, 5.300060E+06, 5.367616E+06, 5.435848E+06, 5.504761E+06, 5.574359E+06, 5.644648E+06, 5.715631E+06, 5.787315E+06, 5.859703E+06, 5.932800E+06, 6.006612E+06, 6.081142E+06, 6.156396E+06, 6.232379E+06, 6.309096E+06, 6.386550E+06, 6.464748E+06, 6.543694E+06, 6.623393E+06, 6.703849E+06, 6.785069E+06, 6.867056E+06, 6.949816E+06, 7.033353E+06, 7.117673E+06, 7.202781E+06, 7.288681E+06, 7.375378E+06, 7.462878E+06, 7.551186E+06, 7.640306E+06, 7.730243E+06, 7.821003E+06, 7.912590E+06, 8.005010E+06, 8.098268E+06, 8.192369E+06, 8.287317E+06, 8.383118E+06, 8.479777E+06, 8.577299E+06, 8.675690E+06, 8.774953E+06, 8.875095E+06, 8.976120E+06, 9.078035E+06, 9.180842E+06, 9.284549E+06, 9.389160E+06, 9.494679E+06, 9.601113E+06, 9.708467E+06, 9.816745E+06, 9.925953E+06, 1.003610E+07, 1.014718E+07, 1.025921E+07, 1.037219E+07, 1.048612E+07, 1.060102E+07, 1.071688E+07, 1.083371E+07, 1.095152E+07, 1.107031E+07, 1.119009E+07, 1.131086E+07, 1.143262E+07, 1.155539E+07, 1.167917E+07, 1.180396E+07, 1.192977E+07, 1.205660E+07, 1.218446E+07, 1.231335E+07, 1.244328E+07, 1.257426E+07, 1.270628E+07, 1.283936E+07, 1.297350E+07, 1.310870E+07, 1.324498E+07, 1.338233E+07, 1.352076E+07, 1.366027E+07, 1.380088E+07, 1.394258E+07, 1.408538E+07, 1.422929E+07, 1.437432E+07, 1.452045E+07, 1.466771E+07, 1.481610E+07, 1.496562E+07, 1.511628E+07, 1.526808E+07, 1.542103E+07, 1.557513E+07, 1.573039E+07, 1.588681E+07, 1.604440E+07, 1.620316E+07, 1.636310E+07, 1.652423E+07, 1.668655E+07, 1.685005E+07, 1.701476E+07, 1.718067E+07, 1.734779E+07, 1.751613E+07, 1.768569E+07, 1.785646E+07, 1.802847E+07, 1.820172E+07, 1.837620E+07, 1.855193E+07, 1.872890E+07, 1.890713E+07, 1.908663E+07, 1.926738E+07, 1.944941E+07, 1.963271E+07, 1.981729E+07, 2.000315E+07, 2.019030E+07, 2.037875E+07, 2.056850E+07, 2.075955E+07, 2.095191E+07, 2.114558E+07, 2.134058E+07, 2.153689E+07, 2.173454E+07, 2.193352E+07, 2.213383E+07, 2.233549E+07, 2.253850E+07, 2.274286E+07, 2.294858E+07, 2.315566E+07, 2.336411E+07, 2.357393E+07, 2.378512E+07, 2.399770E+07, 2.421166E+07, 2.442702E+07, 2.464377E+07, 2.486192E+07, 2.508147E+07, 2.530243E+07, 2.552481E+07, 2.574860E+07, 2.597382E+07, 2.620047E+07, 2.642854E+07, 2.665806E+07, 2.688901E+07, 2.712142E+07, 2.735527E+07, 2.759057E+07, 2.782734E+07, 2.806557E+07, 2.830527E+07, 2.854644E+07, 2.878909E+07, 2.903321E+07, 2.927883E+07, 2.952593E+07, 2.977453E+07, 3.002463E+07, 3.027623E+07, 3.052934E+07, 3.078396E+07, 3.104009E+07, 3.129774E+07, 3.155692E+07, 3.181763E+07, 3.207987E+07, 3.234365E+07, 3.260897E+07, 3.287583E+07, 3.314424E+07, 3.341421E+07, 3.368573E+07, 3.395881E+07, 3.423346E+07, 3.450968E+07, 3.478747E+07, 3.506684E+07, ]) # ============================ M = 2, I = 10 ============================ M = 2 I = 10 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.501700E+00, 2.037698E+01, 4.041606E+01, 6.045677E+01, 8.049824E+01, 1.005403E+02, 1.205830E+02, 1.406266E+02, 1.606730E+02, 1.807271E+02, 2.007995E+02, 2.209077E+02, 2.410771E+02, 2.613406E+02, 2.817371E+02, 3.023107E+02, 3.231082E+02, 3.441783E+02, 3.655703E+02, 3.873330E+02, 4.095143E+02, 4.321606E+02, 4.553170E+02, 4.790266E+02, 5.033312E+02, 5.282709E+02, 5.538845E+02, 5.802094E+02, 6.072820E+02, 6.351377E+02, 6.638110E+02, 6.933360E+02, 7.237459E+02, 7.550738E+02, 7.873522E+02, 8.206136E+02, 8.548902E+02, 8.902142E+02, 9.266178E+02, 9.641335E+02, 1.002793E+03, 1.042630E+03, 1.083677E+03, 1.125967E+03, 1.169533E+03, 1.214410E+03, 1.260630E+03, 1.308230E+03, 1.357243E+03, 1.407706E+03, 1.459653E+03, 1.513122E+03, 1.568150E+03, 1.624773E+03, 1.683030E+03, 1.742958E+03, 1.804598E+03, 1.867989E+03, 1.933171E+03, 2.000184E+03, 2.069070E+03, 2.139871E+03, 2.212630E+03, 2.287390E+03, 2.364195E+03, 2.443089E+03, 2.524117E+03, 2.607325E+03, 2.692761E+03, 2.780470E+03, 2.870501E+03, 2.962902E+03, 3.057723E+03, 3.155013E+03, 3.254823E+03, 3.357204E+03, 3.462209E+03, 3.569891E+03, 3.680301E+03, 3.793496E+03, 3.909530E+03, 4.028458E+03, 4.150338E+03, 4.275225E+03, 4.403179E+03, 4.534258E+03, 4.668522E+03, 4.806030E+03, 4.946845E+03, 5.091027E+03, 5.238639E+03, 5.389746E+03, 5.544410E+03, 5.702698E+03, 5.864675E+03, 6.030408E+03, 6.199964E+03, 6.373412E+03, 6.550821E+03, 6.732261E+03, 6.917802E+03, 7.107517E+03, 7.301478E+03, 7.499759E+03, 7.702433E+03, 7.909577E+03, 8.121265E+03, 8.337575E+03, 8.558585E+03, 8.784373E+03, 9.015020E+03, 9.250604E+03, 9.491209E+03, 9.736915E+03, 9.987807E+03, 1.024397E+04, 1.050548E+04, 1.077244E+04, 1.104492E+04, 1.132302E+04, 1.160682E+04, 1.189642E+04, 1.219189E+04, 1.249335E+04, 1.280087E+04, 1.311455E+04, 1.343449E+04, 1.376078E+04, 1.409352E+04, 1.443280E+04, 1.477873E+04, 1.513140E+04, 1.549091E+04, 1.585737E+04, 1.623087E+04, 1.661152E+04, 1.699943E+04, 1.739469E+04, 1.779742E+04, 1.820772E+04, 1.862571E+04, 1.905148E+04, 1.948515E+04, 1.992684E+04, 2.037665E+04, 2.083470E+04, 2.130110E+04, 2.177597E+04, 2.225942E+04, 2.275157E+04, 2.325254E+04, 2.376246E+04, 2.428143E+04, 2.480959E+04, 2.534705E+04, 2.589394E+04, 2.645038E+04, 2.701651E+04, 2.759244E+04, 2.817830E+04, 2.877424E+04, 2.938036E+04, 2.999682E+04, 3.062373E+04, 3.126123E+04, 3.190946E+04, 3.256856E+04, 3.323865E+04, 3.391989E+04, 3.461240E+04, 3.531632E+04, 3.603181E+04, 3.675900E+04, 3.749803E+04, 3.824905E+04, 3.901221E+04, 3.978765E+04, 4.057552E+04, 4.137597E+04, 4.218914E+04, 4.301520E+04, 4.385430E+04, 4.470658E+04, 4.557220E+04, 4.645132E+04, 4.734410E+04, 4.825069E+04, 4.917126E+04, 5.010596E+04, 5.105495E+04, 5.201841E+04, 5.299648E+04, 5.398935E+04, 5.499717E+04, 5.602011E+04, 5.705834E+04, 5.811204E+04, 5.918136E+04, 6.026650E+04, 6.136760E+04, 6.248487E+04, 6.361846E+04, 6.476855E+04, 6.593533E+04, 6.711897E+04, 6.831966E+04, 6.953757E+04, 7.077289E+04, 7.202580E+04, 7.329650E+04, 7.458515E+04, 7.589196E+04, 7.721711E+04, 7.856079E+04, 7.992319E+04, 8.130451E+04, 8.270494E+04, 8.412467E+04, 8.556390E+04, 8.702283E+04, 8.850166E+04, 9.000058E+04, 9.151980E+04, 9.305952E+04, 9.461994E+04, 9.620127E+04, 9.780372E+04, 9.942748E+04, 1.010728E+05, 1.027398E+05, 1.044288E+05, 1.061399E+05, 1.078734E+05, 1.096296E+05, 1.114085E+05, 1.132104E+05, 1.150356E+05, 1.168842E+05, 1.187565E+05, 1.206527E+05, 1.225730E+05, 1.245177E+05, 1.264870E+05, 1.284810E+05, 1.305001E+05, 1.325445E+05, 1.346143E+05, 1.367098E+05, 1.388313E+05, 1.409790E+05, 1.431531E+05, 1.453539E+05, 1.475815E+05, 1.498363E+05, 1.521185E+05, 1.544282E+05, 1.567659E+05, 1.591316E+05, 1.615257E+05, 1.639483E+05, 1.663998E+05, 1.688804E+05, 1.713903E+05, 1.739298E+05, 1.764992E+05, 1.790986E+05, 1.817284E+05, 1.843887E+05, 1.870800E+05, 1.898023E+05, 1.925560E+05, 1.953414E+05, 1.981586E+05, 2.010080E+05, 2.038898E+05, 2.068043E+05, 2.097518E+05, 2.127324E+05, 2.157466E+05, 2.187945E+05, 2.218764E+05, 2.249926E+05, 2.281434E+05, 2.313291E+05, 2.345498E+05, 2.378059E+05, 2.410978E+05, 2.444255E+05, 2.477895E+05, 2.511900E+05, 2.546272E+05, 2.581016E+05, 2.616132E+05, 2.651626E+05, 2.687498E+05, 2.723753E+05, 2.760392E+05, 2.797419E+05, 2.834837E+05, 2.872649E+05, 2.910857E+05, 2.949464E+05, 2.988474E+05, 3.027890E+05, 3.067713E+05, 3.107948E+05, 3.148597E+05, 3.189664E+05, 3.231150E+05, 3.273060E+05, 3.315396E+05, 3.358161E+05, 3.401358E+05, 3.444991E+05, 3.489062E+05, 3.533574E+05, 3.578531E+05, 3.623935E+05, 3.669790E+05, 3.716099E+05, 3.762864E+05, 3.810089E+05, 3.857777E+05, 3.905932E+05, 3.954555E+05, 4.003651E+05, 4.053222E+05, 4.103272E+05, 4.153804E+05, 4.204821E+05, 4.256326E+05, 4.308322E+05, 4.360813E+05, 4.413802E+05, 4.467291E+05, 4.521285E+05, 4.575786E+05, 4.630797E+05, 4.686322E+05, 4.742365E+05, 4.798927E+05, 4.856013E+05, 4.913626E+05, 4.971768E+05, 5.030444E+05, 5.089657E+05, 5.149409E+05, 5.209704E+05, 5.270546E+05, 5.331937E+05, 5.393881E+05, 5.456381E+05, 5.519441E+05, 5.583064E+05, 5.647252E+05, 5.712011E+05, 5.777342E+05, 5.843249E+05, 5.909735E+05, 5.976804E+05, 6.044459E+05, 6.112704E+05, 6.181541E+05, 6.250975E+05, 6.321007E+05, 6.391643E+05, 6.462885E+05, 6.534736E+05, 6.607200E+05, 6.680280E+05, 6.753979E+05, 6.828302E+05, 6.903251E+05, 6.978829E+05, 7.055041E+05, 7.131888E+05, 7.209376E+05, 7.287507E+05, 7.366284E+05, 7.445711E+05, 7.525791E+05, 7.606528E+05, 7.687924E+05, 7.769984E+05, 7.852711E+05, 7.936108E+05, 8.020178E+05, 8.104926E+05, 8.190353E+05, 8.276464E+05, 8.363262E+05, 8.450750E+05, 8.538932E+05, 8.627812E+05, 8.717391E+05, 8.807675E+05, 8.898665E+05, 8.990366E+05, 9.082781E+05, 9.175914E+05, 9.269767E+05, 9.364344E+05, 9.459648E+05, 9.555683E+05, 9.652453E+05, 9.749959E+05, 9.848207E+05, 9.947198E+05, 1.004694E+06, 1.014743E+06, 1.024867E+06, 1.035067E+06, 1.045343E+06, 1.055696E+06, 1.066125E+06, 1.076632E+06, 1.087216E+06, 1.097877E+06, 1.108617E+06, 1.119435E+06, 1.130332E+06, 1.141307E+06, 1.152363E+06, 1.163497E+06, 1.174712E+06, 1.186008E+06, 1.197384E+06, 1.208841E+06, 1.220379E+06, 1.231999E+06, 1.243701E+06, 1.255485E+06, 1.267352E+06, 1.279302E+06, 1.291335E+06, 1.303452E+06, 1.315653E+06, 1.327938E+06, 1.340307E+06, 1.352762E+06, 1.365301E+06, 1.377926E+06, 1.390637E+06, 1.403434E+06, 1.416318E+06, 1.429288E+06, 1.442345E+06, 1.455490E+06, 1.468723E+06, 1.482043E+06, 1.495452E+06, 1.508949E+06, 1.522536E+06, 1.536212E+06, 1.549977E+06, 1.563832E+06, 1.577777E+06, 1.591813E+06, 1.605939E+06, 1.620157E+06, 1.634466E+06, 1.648866E+06, 1.663359E+06, 1.677944E+06, 1.692621E+06, 1.707392E+06, 1.722255E+06, 1.737212E+06, 1.752263E+06, 1.767408E+06, 1.782647E+06, 1.797981E+06, 1.813409E+06, 1.828933E+06, 1.844552E+06, 1.860267E+06, 1.876079E+06, 1.891986E+06, 1.907990E+06, 1.924091E+06, 1.940290E+06, 1.956585E+06, 1.972979E+06, 1.989470E+06, 2.006060E+06, 2.022748E+06, 2.039536E+06, 2.056422E+06, 2.073408E+06, 2.090493E+06, 2.107678E+06, 2.124964E+06, 2.142350E+06, 2.159837E+06, 2.177424E+06, 2.195113E+06, 2.212904E+06, 2.230796E+06, 2.248791E+06, 2.266887E+06, 2.285086E+06, ]) # ============================ M = 2, I = 11 ============================ M = 2 I = 11 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.782335E+01, 2.377062E+02, 4.713557E+02, 7.050247E+02, 9.387029E+02, 1.172388E+03, 1.406080E+03, 1.639784E+03, 1.873518E+03, 2.107340E+03, 2.341368E+03, 2.575802E+03, 2.810932E+03, 3.047135E+03, 3.284859E+03, 3.524608E+03, 3.766925E+03, 4.012371E+03, 4.261513E+03, 4.514917E+03, 4.773136E+03, 5.036706E+03, 5.306147E+03, 5.581959E+03, 5.864623E+03, 6.154603E+03, 6.452344E+03, 6.758280E+03, 7.072828E+03, 7.396398E+03, 7.729387E+03, 8.072184E+03, 8.425175E+03, 8.788737E+03, 9.163245E+03, 9.549073E+03, 9.946589E+03, 1.035616E+04, 1.077817E+04, 1.121297E+04, 1.166095E+04, 1.212247E+04, 1.259791E+04, 1.308766E+04, 1.359209E+04, 1.411159E+04, 1.464656E+04, 1.519739E+04, 1.576448E+04, 1.634823E+04, 1.694906E+04, 1.756739E+04, 1.820363E+04, 1.885822E+04, 1.953159E+04, 2.022417E+04, 2.093643E+04, 2.166880E+04, 2.242176E+04, 2.319576E+04, 2.399128E+04, 2.480881E+04, 2.564882E+04, 2.651182E+04, 2.739831E+04, 2.830879E+04, 2.924378E+04, 3.020382E+04, 3.118942E+04, 3.220113E+04, 3.323950E+04, 3.430508E+04, 3.539843E+04, 3.652014E+04, 3.767076E+04, 3.885090E+04, 4.006115E+04, 4.130211E+04, 4.257440E+04, 4.387863E+04, 4.521543E+04, 4.658544E+04, 4.798931E+04, 4.942769E+04, 5.090124E+04, 5.241063E+04, 5.395655E+04, 5.553969E+04, 5.716074E+04, 5.882041E+04, 6.051942E+04, 6.225849E+04, 6.403836E+04, 6.585977E+04, 6.772347E+04, 6.963024E+04, 7.158083E+04, 7.357603E+04, 7.561663E+04, 7.770343E+04, 7.983725E+04, 8.201890E+04, 8.424921E+04, 8.652902E+04, 8.885918E+04, 9.124055E+04, 9.367400E+04, 9.616040E+04, 9.870066E+04, 1.012957E+05, 1.039463E+05, 1.066535E+05, 1.094183E+05, 1.122415E+05, 1.151240E+05, 1.180670E+05, 1.210712E+05, 1.241378E+05, 1.272677E+05, 1.304619E+05, 1.337214E+05, 1.370473E+05, 1.404405E+05, 1.439022E+05, 1.474333E+05, 1.510351E+05, 1.547084E+05, 1.584545E+05, 1.622744E+05, 1.661693E+05, 1.701402E+05, 1.741883E+05, 1.783147E+05, 1.825207E+05, 1.868073E+05, 1.911758E+05, 1.956274E+05, 2.001631E+05, 2.047844E+05, 2.094923E+05, 2.142882E+05, 2.191732E+05, 2.241486E+05, 2.292158E+05, 2.343760E+05, 2.396304E+05, 2.449804E+05, 2.504274E+05, 2.559725E+05, 2.616173E+05, 2.673630E+05, 2.732110E+05, 2.791627E+05, 2.852195E+05, 2.913827E+05, 2.976538E+05, 3.040342E+05, 3.105254E+05, 3.171288E+05, 3.238458E+05, 3.306779E+05, 3.376267E+05, 3.446935E+05, 3.518800E+05, 3.591876E+05, 3.666178E+05, 3.741723E+05, 3.818525E+05, 3.896601E+05, 3.975965E+05, 4.056634E+05, 4.138624E+05, 4.221951E+05, 4.306632E+05, 4.392682E+05, 4.480118E+05, 4.568957E+05, 4.659215E+05, 4.750909E+05, 4.844056E+05, 4.938673E+05, 5.034778E+05, 5.132387E+05, 5.231517E+05, 5.332187E+05, 5.434414E+05, 5.538215E+05, 5.643609E+05, 5.750612E+05, 5.859244E+05, 5.969522E+05, 6.081465E+05, 6.195090E+05, 6.310416E+05, 6.427462E+05, 6.546246E+05, 6.666788E+05, 6.789104E+05, 6.913216E+05, 7.039141E+05, 7.166898E+05, 7.296508E+05, 7.427988E+05, 7.561359E+05, 7.696639E+05, 7.833849E+05, 7.973007E+05, 8.114135E+05, 8.257250E+05, 8.402373E+05, 8.549525E+05, 8.698724E+05, 8.849992E+05, 9.003347E+05, 9.158811E+05, 9.316404E+05, 9.476145E+05, 9.638056E+05, 9.802157E+05, 9.968468E+05, 1.013701E+06, 1.030780E+06, 1.048087E+06, 1.065623E+06, 1.083390E+06, 1.101391E+06, 1.119627E+06, 1.138101E+06, 1.156815E+06, 1.175770E+06, 1.194970E+06, 1.214416E+06, 1.234110E+06, 1.254054E+06, 1.274250E+06, 1.294702E+06, 1.315409E+06, 1.336376E+06, 1.357604E+06, 1.379095E+06, 1.400851E+06, 1.422874E+06, 1.445167E+06, 1.467731E+06, 1.490570E+06, 1.513684E+06, 1.537077E+06, 1.560749E+06, 1.584704E+06, 1.608944E+06, 1.633470E+06, 1.658285E+06, 1.683392E+06, 1.708791E+06, 1.734485E+06, 1.760477E+06, 1.786769E+06, 1.813362E+06, 1.840259E+06, 1.867462E+06, 1.894973E+06, 1.922795E+06, 1.950928E+06, 1.979377E+06, 2.008141E+06, 2.037225E+06, 2.066630E+06, 2.096357E+06, 2.126410E+06, 2.156789E+06, 2.187498E+06, 2.218539E+06, 2.249913E+06, 2.281622E+06, 2.313669E+06, 2.346056E+06, 2.378785E+06, 2.411857E+06, 2.445276E+06, 2.479042E+06, 2.513159E+06, 2.547627E+06, 2.582450E+06, 2.617628E+06, 2.653165E+06, 2.689062E+06, 2.725322E+06, 2.761945E+06, 2.798935E+06, 2.836292E+06, 2.874020E+06, 2.912120E+06, 2.950594E+06, 2.989444E+06, 3.028672E+06, 3.068279E+06, 3.108269E+06, 3.148642E+06, 3.189401E+06, 3.230547E+06, 3.272083E+06, 3.314010E+06, 3.356330E+06, 3.399045E+06, 3.442157E+06, 3.485668E+06, 3.529579E+06, 3.573892E+06, 3.618610E+06, 3.663733E+06, 3.709264E+06, 3.755205E+06, 3.801557E+06, 3.848321E+06, 3.895501E+06, 3.943097E+06, 3.991111E+06, 4.039545E+06, 4.088400E+06, 4.137679E+06, 4.187382E+06, 4.237512E+06, 4.288070E+06, 4.339058E+06, 4.390478E+06, 4.442330E+06, 4.494617E+06, 4.547340E+06, 4.600501E+06, 4.654101E+06, 4.708142E+06, 4.762626E+06, 4.817553E+06, 4.872925E+06, 4.928745E+06, 4.985012E+06, 5.041730E+06, 5.098899E+06, 5.156520E+06, 5.214595E+06, 5.273126E+06, 5.332114E+06, 5.391560E+06, 5.451466E+06, 5.511832E+06, 5.572661E+06, 5.633953E+06, 5.695710E+06, 5.757934E+06, 5.820625E+06, 5.883784E+06, ]) # ============================ M = 2, I = 12 ============================ M = 2 I = 12 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 8.248682E+01, 6.935304E+02, 1.374885E+03, 2.056299E+03, 2.737741E+03, 3.419203E+03, 4.100686E+03, 4.782200E+03, 5.463802E+03, 6.145650E+03, 6.828082E+03, 7.511667E+03, 8.197234E+03, 8.885860E+03, 9.578835E+03, 1.027761E+04, 1.098375E+04, 1.169887E+04, 1.242462E+04, 1.316262E+04, 1.391448E+04, 1.468174E+04, 1.546591E+04, 1.626843E+04, 1.709070E+04, 1.793405E+04, 1.879977E+04, 1.968910E+04, 2.060326E+04, 2.154342E+04, 2.251071E+04, 2.350628E+04, 2.453122E+04, 2.558662E+04, 2.667355E+04, 2.779309E+04, 2.894631E+04, 3.013425E+04, 3.135799E+04, 3.261859E+04, 3.391712E+04, 3.525464E+04, 3.663224E+04, 3.805102E+04, 3.951206E+04, 4.101648E+04, 4.256541E+04, 4.415997E+04, 4.580131E+04, 4.749061E+04, 4.922903E+04, 5.101777E+04, 5.285804E+04, 5.475107E+04, 5.669811E+04, 5.870041E+04, 6.075926E+04, 6.287595E+04, 6.505180E+04, 6.728816E+04, 6.958637E+04, 7.194782E+04, 7.437390E+04, 7.686603E+04, 7.942564E+04, 8.205420E+04, 8.475318E+04, 8.752410E+04, 9.036846E+04, 9.328781E+04, 9.628373E+04, 9.935780E+04, 1.025116E+05, 1.057469E+05, 1.090652E+05, 1.124682E+05, 1.159576E+05, 1.195353E+05, 1.232028E+05, 1.269621E+05, 1.308148E+05, 1.347629E+05, 1.388081E+05, 1.429523E+05, 1.471975E+05, 1.515455E+05, 1.559983E+05, 1.605580E+05, 1.652263E+05, 1.700055E+05, 1.748975E+05, 1.799044E+05, 1.850284E+05, 1.902714E+05, 1.956358E+05, 2.011237E+05, 2.067372E+05, 2.124787E+05, 2.183504E+05, 2.243545E+05, 2.304934E+05, 2.367695E+05, 2.431851E+05, 2.497425E+05, 2.564443E+05, 2.632929E+05, 2.702908E+05, 2.774405E+05, 2.847445E+05, 2.922054E+05, 2.998258E+05, 3.076083E+05, 3.155556E+05, 3.236705E+05, 3.319555E+05, 3.404135E+05, 3.490472E+05, 3.578594E+05, 3.668531E+05, 3.760309E+05, 3.853960E+05, 3.949511E+05, 4.046992E+05, 4.146434E+05, 4.247867E+05, 4.351321E+05, 4.456827E+05, 4.564416E+05, 4.674120E+05, 4.785970E+05, 4.900000E+05, 5.016240E+05, 5.134725E+05, 5.255487E+05, 5.378560E+05, 5.503977E+05, 5.631772E+05, 5.761981E+05, 5.894637E+05, 6.029776E+05, 6.167433E+05, 6.307645E+05, 6.450447E+05, 6.595875E+05, 6.743967E+05, 6.894759E+05, 7.048290E+05, 7.204596E+05, 7.363717E+05, 7.525690E+05, 7.690554E+05, 7.858350E+05, 8.029115E+05, 8.202890E+05, 8.379716E+05, 8.559633E+05, 8.742681E+05, 8.928903E+05, 9.118340E+05, 9.311034E+05, 9.507027E+05, 9.706362E+05, 9.909083E+05, 1.011523E+06, 1.032485E+06, 1.053799E+06, 1.075469E+06, 1.097500E+06, 1.119896E+06, 1.142661E+06, 1.165801E+06, 1.189320E+06, 1.213222E+06, 1.237513E+06, 1.262197E+06, 1.287278E+06, 1.312763E+06, 1.338655E+06, 1.364960E+06, 1.391682E+06, 1.418826E+06, 1.446398E+06, 1.474402E+06, 1.502844E+06, 1.531729E+06, 1.561062E+06, 1.590847E+06, 1.621091E+06, 1.651799E+06, 1.682975E+06, 1.714626E+06, 1.746757E+06, 1.779372E+06, 1.812479E+06, 1.846081E+06, 1.880185E+06, 1.914797E+06, 1.949921E+06, 1.985564E+06, 2.021732E+06, 2.058429E+06, 2.095662E+06, 2.133437E+06, 2.171760E+06, 2.210636E+06, 2.250072E+06, 2.290073E+06, 2.330645E+06, 2.371795E+06, 2.413529E+06, 2.455852E+06, 2.498772E+06, 2.542294E+06, 2.586424E+06, 2.631169E+06, 2.676535E+06, 2.722529E+06, 2.769157E+06, 2.816425E+06, 2.864341E+06, 2.912910E+06, 2.962139E+06, 3.012035E+06, 3.062605E+06, 3.113855E+06, 3.165791E+06, 3.218422E+06, 3.271753E+06, 3.325792E+06, 3.380545E+06, 3.436020E+06, 3.492223E+06, 3.549161E+06, 3.606842E+06, 3.665273E+06, 3.724461E+06, 3.784412E+06, 3.845136E+06, 3.906637E+06, 3.968925E+06, 4.032006E+06, 4.095888E+06, 4.160578E+06, 4.226084E+06, 4.292413E+06, 4.359573E+06, 4.427572E+06, 4.496416E+06, 4.566115E+06, 4.636675E+06, 4.708105E+06, 4.780412E+06, 4.853604E+06, 4.927689E+06, 5.002674E+06, 5.078569E+06, 5.155381E+06, 5.233118E+06, 5.311788E+06, 5.391400E+06, 5.471961E+06, 5.553480E+06, 5.635964E+06, 5.719423E+06, 5.803865E+06, 5.889298E+06, 5.975731E+06, 6.063171E+06, 6.151628E+06, 6.241111E+06, 6.331626E+06, 6.423184E+06, 6.515793E+06, 6.609462E+06, 6.704199E+06, 6.800014E+06, 6.896914E+06, 6.994910E+06, 7.094009E+06, 7.194221E+06, 7.295554E+06, 7.398019E+06, 7.501623E+06, 7.606376E+06, 7.712287E+06, 7.819365E+06, 7.927620E+06, 8.037060E+06, 8.147695E+06, 8.259535E+06, 8.372588E+06, 8.486864E+06, 8.602372E+06, 8.719122E+06, 8.837123E+06, 8.956385E+06, 9.076918E+06, 9.198731E+06, 9.321833E+06, 9.446234E+06, 9.571945E+06, 9.698974E+06, 9.827332E+06, 9.957028E+06, 1.008807E+07, 1.022047E+07, 1.035424E+07, 1.048939E+07, 1.062593E+07, 1.076386E+07, 1.090320E+07, 1.104396E+07, 1.118615E+07, 1.132977E+07, 1.147484E+07, 1.162137E+07, 1.176937E+07, 1.191885E+07, 1.206982E+07, 1.222229E+07, 1.237626E+07, 1.253176E+07, 1.268879E+07, 1.284735E+07, 1.300747E+07, 1.316915E+07, 1.333241E+07, 1.349724E+07, 1.366367E+07, 1.383170E+07, 1.400135E+07, 1.417262E+07, 1.434553E+07, 1.452008E+07, 1.469629E+07, 1.487417E+07, 1.505372E+07, 1.523497E+07, 1.541791E+07, 1.560256E+07, 1.578894E+07, 1.597705E+07, 1.616690E+07, 1.635851E+07, 1.655188E+07, 1.674702E+07, 1.694395E+07, 1.714268E+07, 1.734322E+07, 1.754558E+07, 1.774977E+07, 1.795580E+07, 1.816368E+07, 1.837343E+07, 1.858505E+07, 1.879855E+07, 1.901396E+07, 1.923127E+07, 1.945050E+07, 1.967166E+07, 1.989476E+07, 2.011981E+07, 2.034683E+07, 2.057582E+07, 2.080679E+07, 2.103977E+07, 2.127475E+07, 2.151175E+07, 2.175079E+07, 2.199186E+07, 2.223499E+07, 2.248018E+07, 2.272745E+07, 2.297680E+07, 2.322825E+07, 2.348182E+07, 2.373750E+07, 2.399531E+07, 2.425527E+07, 2.451738E+07, 2.478166E+07, 2.504812E+07, 2.531676E+07, 2.558760E+07, 2.586066E+07, 2.613593E+07, 2.641344E+07, 2.669320E+07, 2.697521E+07, 2.725949E+07, 2.754605E+07, 2.783489E+07, 2.812604E+07, 2.841950E+07, 2.871529E+07, 2.901341E+07, 2.931387E+07, 2.961670E+07, 2.992189E+07, 3.022947E+07, 3.053943E+07, 3.085180E+07, 3.116658E+07, 3.148379E+07, 3.180343E+07, 3.212552E+07, 3.245007E+07, 3.277709E+07, 3.310659E+07, 3.343858E+07, 3.377308E+07, 3.411009E+07, 3.444963E+07, 3.479171E+07, 3.513633E+07, 3.548351E+07, 3.583326E+07, 3.618560E+07, 3.654053E+07, 3.689806E+07, 3.725820E+07, 3.762097E+07, 3.798638E+07, 3.835443E+07, 3.872515E+07, 3.909853E+07, 3.947459E+07, 3.985335E+07, 4.023480E+07, 4.061897E+07, 4.100587E+07, 4.139550E+07, 4.178787E+07, 4.218300E+07, 4.258090E+07, 4.298158E+07, 4.338505E+07, 4.379131E+07, 4.420039E+07, 4.461229E+07, 4.502701E+07, 4.544458E+07, 4.586501E+07, 4.628829E+07, 4.671445E+07, 4.714350E+07, 4.757544E+07, 4.801029E+07, 4.844805E+07, 4.888874E+07, 4.933236E+07, 4.977893E+07, 5.022846E+07, 5.068096E+07, 5.113643E+07, 5.159490E+07, 5.205636E+07, 5.252083E+07, 5.298832E+07, 5.345884E+07, 5.393239E+07, 5.440900E+07, 5.488867E+07, 5.537140E+07, 5.585722E+07, 5.634612E+07, 5.683812E+07, 5.733324E+07, 5.783147E+07, 5.833283E+07, 5.883732E+07, 5.934497E+07, 5.985577E+07, 6.036974E+07, 6.088689E+07, 6.140723E+07, 6.193076E+07, 6.245750E+07, 6.298745E+07, 6.352063E+07, 6.405704E+07, 6.459670E+07, 6.513961E+07, 6.568578E+07, 6.623523E+07, 6.678795E+07, 6.734397E+07, 6.790328E+07, 6.846590E+07, 6.903184E+07, 6.960111E+07, 7.017371E+07, 7.074966E+07, 7.132896E+07, 7.191162E+07, 7.249765E+07, 7.308707E+07, 7.367987E+07, 7.427607E+07, 7.487568E+07, 7.547870E+07, ]) # ============================ M = 2, I = 13 ============================ #M = 2 #I = 13 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 1.172250E+00, 9.073560E+00, 1.797782E+01, 2.688294E+01, 3.578844E+01, 4.469421E+01, # 5.360026E+01, 6.250677E+01, 7.141461E+01, 8.032621E+01, 8.924655E+01, 9.818393E+01, # 1.071502E+02, 1.161606E+02, 1.252330E+02, 1.343876E+02, 1.436455E+02, 1.530287E+02, # 1.625593E+02, 1.722590E+02, 1.821490E+02, 1.922497E+02, 2.025809E+02, 2.131615E+02, # 2.240094E+02, 2.351421E+02, 2.465762E+02, 2.583279E+02, 2.704128E+02, 2.828461E+02, # 2.956425E+02, 3.088166E+02, 3.223827E+02, 3.363548E+02, 3.507470E+02, 3.655731E+02, # 3.808470E+02, 3.965825E+02, 4.127935E+02, 4.294938E+02, 4.466974E+02, 4.644185E+02, # 4.826712E+02, 5.014698E+02, 5.208288E+02, 5.407628E+02, 5.612866E+02, 5.824152E+02, # 6.041637E+02, 6.265476E+02, 6.495824E+02, 6.732840E+02, 6.976684E+02, 7.227518E+02, # 7.485507E+02, 7.750819E+02, 8.023624E+02, 8.304094E+02, 8.592405E+02, 8.888733E+02, # 9.193259E+02, 9.506167E+02, 9.827640E+02, 1.015787E+03, 1.049704E+03, 1.084536E+03, # 1.120301E+03, 1.157020E+03, 1.194713E+03, 1.233400E+03, 1.273103E+03, 1.313842E+03, # 1.355638E+03, 1.398515E+03, 1.442493E+03, 1.487596E+03, 1.533844E+03, 1.581263E+03, # 1.629875E+03, 1.679703E+03, 1.730772E+03, 1.783106E+03, 1.836729E+03, 1.891666E+03, # 1.947943E+03, 2.005585E+03, 2.064618E+03, 2.125069E+03, 2.186963E+03, 2.250328E+03, # 2.315191E+03, 2.381580E+03, 2.449522E+03, 2.519047E+03, 2.590182E+03, 2.662957E+03, # 2.737401E+03, 2.813544E+03, 2.891416E+03, 2.971047E+03, 3.052469E+03, 3.135712E+03, # 3.220808E+03, 3.307789E+03, 3.396688E+03, 3.487537E+03, 3.580369E+03, 3.675218E+03, # 3.772118E+03, 3.871102E+03, 3.972206E+03, 4.075465E+03, 4.180913E+03, 4.288588E+03, # 4.398524E+03, 4.510760E+03, 4.625331E+03, 4.742275E+03, 4.861631E+03, 4.983436E+03, # 5.107729E+03, 5.234549E+03, 5.363936E+03, 5.495929E+03, 5.630570E+03, 5.767898E+03, # 5.907955E+03, 6.050783E+03, 6.196423E+03, 6.344919E+03, 6.496312E+03, 6.650647E+03, # 6.807968E+03, 6.968318E+03, 7.131742E+03, 7.298285E+03, 7.467993E+03, 7.640912E+03, # 7.817088E+03, 7.996569E+03, 8.179401E+03, 8.365632E+03, 8.555312E+03, 8.748488E+03, # 8.945209E+03, 9.145526E+03, 9.349488E+03, 9.557146E+03, 9.768552E+03, 9.983756E+03, # 1.020281E+04, 1.042577E+04, 1.065268E+04, 1.088361E+04, 1.111859E+04, 1.135770E+04, # 1.160098E+04, 1.184848E+04, 1.210027E+04, 1.235640E+04, 1.261693E+04, 1.288191E+04, # 1.315140E+04, 1.342546E+04, 1.370416E+04, 1.398754E+04, 1.427567E+04, 1.456860E+04, # 1.486641E+04, 1.516915E+04, 1.547688E+04, 1.578967E+04, 1.610757E+04, 1.643065E+04, # 1.675898E+04, 1.709262E+04, 1.743163E+04, 1.777608E+04, 1.812603E+04, 1.848156E+04, # 1.884273E+04, 1.920960E+04, 1.958224E+04, 1.996073E+04, 2.034513E+04, 2.073551E+04, # 2.113194E+04, 2.153449E+04, 2.194324E+04, 2.235825E+04, 2.277960E+04, 2.320735E+04, # 2.364159E+04, 2.408238E+04, 2.452981E+04, 2.498394E+04, 2.544485E+04, 2.591262E+04, # 2.638733E+04, 2.686904E+04, 2.735784E+04, 2.785381E+04, 2.835702E+04, 2.886756E+04, # 2.938550E+04, 2.991093E+04, 3.044392E+04, 3.098456E+04, 3.153292E+04, 3.208910E+04, # 3.265317E+04, 3.322522E+04, 3.380534E+04, 3.439360E+04, 3.499009E+04, 3.559490E+04, # 3.620811E+04, 3.682982E+04, 3.746011E+04, 3.809906E+04, 3.874677E+04, 3.940333E+04, # 4.006882E+04, 4.074334E+04, 4.142697E+04, 4.211981E+04, 4.282196E+04, 4.353349E+04, # 4.425451E+04, 4.498512E+04, 4.572539E+04, 4.647544E+04, 4.723535E+04, 4.800522E+04, # 4.878515E+04, 4.957523E+04, 5.037557E+04, 5.118626E+04, 5.200740E+04, 5.283909E+04, # 5.368142E+04, 5.453451E+04, 5.539845E+04, 5.627334E+04, 5.715929E+04, 5.805640E+04, # 5.896477E+04, 5.988450E+04, 6.081571E+04, 6.175849E+04, 6.271296E+04, 6.367921E+04, # 6.465735E+04, 6.564750E+04, 6.664976E+04, 6.766424E+04, 6.869105E+04, 6.973030E+04, # 7.078209E+04, 7.184654E+04, 7.292377E+04, 7.401387E+04, 7.511697E+04, 7.623318E+04, # 7.736262E+04, 7.850538E+04, 7.966160E+04, 8.083139E+04, 8.201486E+04, 8.321212E+04, # 8.442330E+04, 8.564852E+04, 8.688789E+04, 8.814152E+04, 8.940955E+04, 9.069208E+04, # 9.198924E+04, 9.330115E+04, 9.462794E+04, 9.596971E+04, 9.732660E+04, 9.869873E+04, # 1.000862E+05, 1.014892E+05, 1.029078E+05, 1.043421E+05, 1.057923E+05, 1.072584E+05, # 1.087407E+05, 1.102392E+05, 1.117541E+05, 1.132855E+05, 1.148335E+05, 1.163983E+05, # 1.179799E+05, 1.195786E+05, 1.211944E+05, 1.228275E+05, 1.244779E+05, 1.261460E+05, # 1.278316E+05, 1.295351E+05, 1.312566E+05, 1.329961E+05, 1.347538E+05, 1.365298E+05, # 1.383243E+05, 1.401374E+05, 1.419693E+05, 1.438201E+05, 1.456898E+05, 1.475788E+05, # 1.494870E+05, 1.514147E+05, 1.533619E+05, 1.553289E+05, 1.573156E+05, 1.593224E+05, # 1.613494E+05, 1.633966E+05, 1.654642E+05, 1.675523E+05, 1.696612E+05, 1.717909E+05, # 1.739416E+05, 1.761134E+05, 1.783064E+05, 1.805209E+05, 1.827570E+05, 1.850147E+05, # 1.872943E+05, 1.895959E+05, 1.919196E+05, 1.942656E+05, 1.966340E+05, 1.990250E+05, # 2.014388E+05, 2.038754E+05, 2.063350E+05, 2.088178E+05, 2.113239E+05, 2.138534E+05, # 2.164066E+05, 2.189835E+05, 2.215843E+05, 2.242092E+05, 2.268583E+05, 2.295318E+05, # 2.322298E+05, 2.349524E+05, 2.376998E+05, 2.404722E+05, 2.432697E+05, 2.460925E+05, # 2.489407E+05, 2.518144E+05, 2.547139E+05, 2.576392E+05, 2.605906E+05, 2.635681E+05, # 2.665720E+05, 2.696023E+05, 2.726593E+05, 2.757431E+05, 2.788538E+05, 2.819916E+05, # 2.851567E+05, 2.883491E+05, 2.915692E+05, 2.948169E+05, 2.980925E+05, 3.013961E+05, # 3.047279E+05, 3.080880E+05, 3.114766E+05, 3.148939E+05, 3.183399E+05, 3.218149E+05, # 3.253190E+05, 3.288523E+05, 3.324151E+05, 3.360074E+05, 3.396295E+05, 3.432814E+05, # 3.469634E+05, 3.506756E+05, 3.544181E+05, 3.581911E+05, 3.619948E+05, 3.658292E+05, # 3.696947E+05, 3.735913E+05, 3.775191E+05, 3.814784E+05, 3.854693E+05, 3.894919E+05, # 3.935464E+05, 3.976329E+05, 4.017517E+05, 4.059029E+05, 4.100865E+05, 4.143028E+05, # 4.185520E+05, 4.228342E+05, 4.271494E+05, 4.314980E+05, 4.358800E+05, 4.402956E+05, # 4.447450E+05, 4.492283E+05, 4.537456E+05, 4.582972E+05, 4.628831E+05, 4.675036E+05, # 4.721587E+05, 4.768487E+05, 4.815736E+05, 4.863337E+05, 4.911291E+05, 4.959599E+05, # 5.008263E+05, 5.057284E+05, 5.106664E+05, 5.156405E+05, 5.206508E+05, 5.256974E+05, # 5.307806E+05, 5.359003E+05, 5.410569E+05, 5.462505E+05, 5.514811E+05, 5.567490E+05, # 5.620543E+05, 5.673971E+05, 5.727776E+05, 5.781960E+05, 5.836524E+05, 5.891469E+05, # 5.946797E+05, 6.002510E+05, 6.058608E+05, 6.115093E+05, 6.171968E+05, 6.229232E+05, # 6.286889E+05, 6.344938E+05, 6.403382E+05, 6.462222E+05, 6.521460E+05, 6.581096E+05, # 6.641133E+05, 6.701572E+05, 6.762413E+05, 6.823660E+05, 6.885312E+05, 6.947372E+05, # 7.009841E+05, 7.072721E+05, 7.136011E+05, 7.199715E+05, 7.263834E+05, 7.328368E+05, # 7.393320E+05, 7.458690E+05, 7.524481E+05, 7.590692E+05, 7.657327E+05, 7.724386E+05, # 7.791870E+05, 7.859781E+05, 7.928120E+05, 7.996889E+05, 8.066089E+05, 8.135721E+05, # 8.205787E+05, 8.276288E+05, 8.347224E+05, 8.418599E+05, 8.490412E+05, 8.562666E+05, # 8.635361E+05, 8.708498E+05, 8.782080E+05, 8.856107E+05, 8.930581E+05, 9.005503E+05, # 9.080874E+05, 9.156695E+05, 9.232969E+05, 9.309695E+05, 9.386875E+05, 9.464511E+05, # 9.542604E+05, 9.621155E+05, 9.700165E+05, 9.779635E+05, 9.859567E+05, 9.939962E+05, # 1.002082E+06, 1.010214E+06, 1.018394E+06, #]) # ============================ M = 3, I = 1 ============================ M = 3 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 7.816030E-01, 2.089358E+01, 5.855067E+01, 1.072484E+02, 1.648941E+02, 2.302763E+02, 3.025774E+02, 3.811977E+02, 4.656732E+02, 5.556340E+02, 6.507802E+02, 7.508695E+02, 8.557101E+02, 9.651560E+02, 1.079104E+03, 1.197490E+03, 1.320290E+03, 1.447512E+03, 1.579196E+03, 1.715412E+03, 1.856257E+03, 2.001851E+03, 2.152334E+03, 2.307866E+03, 2.468623E+03, 2.634796E+03, 2.806589E+03, 2.984217E+03, 3.167905E+03, 3.357887E+03, 3.554405E+03, 3.757709E+03, 3.968052E+03, 4.185698E+03, 4.410912E+03, 4.643966E+03, 4.885137E+03, 5.134702E+03, 5.392953E+03, 5.660173E+03, 5.936659E+03, 6.222707E+03, 6.518619E+03, 6.824701E+03, 7.141263E+03, 7.468618E+03, 7.807082E+03, 8.156980E+03, 8.518638E+03, 8.892386E+03, 9.278557E+03, 9.677494E+03, 1.008954E+04, 1.051504E+04, 1.095435E+04, 1.140783E+04, 1.187583E+04, 1.235874E+04, 1.285691E+04, 1.337073E+04, 1.390058E+04, 1.444684E+04, 1.500991E+04, 1.559018E+04, 1.618806E+04, 1.680395E+04, 1.743827E+04, 1.809144E+04, 1.876388E+04, 1.945601E+04, 2.016828E+04, 2.090112E+04, 2.165499E+04, 2.243032E+04, 2.322758E+04, 2.404724E+04, 2.488975E+04, 2.575560E+04, 2.664527E+04, 2.755924E+04, 2.849799E+04, 2.946205E+04, 3.045190E+04, 3.146805E+04, 3.251103E+04, 3.358135E+04, 3.467954E+04, 3.580614E+04, 3.696169E+04, 3.814674E+04, 3.936183E+04, 4.060753E+04, 4.188440E+04, 4.319302E+04, 4.453396E+04, 4.590782E+04, 4.731517E+04, 4.875663E+04, 5.023278E+04, 5.174425E+04, 5.329165E+04, ]) # ============================ M = 3, I = 2 ============================ M = 3 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.683569E+00, 4.539552E+01, 1.272772E+02, 2.331750E+02, 3.585355E+02, 5.007233E+02, 6.579601E+02, 8.289410E+02, 1.012658E+03, 1.208308E+03, 1.415243E+03, 1.632943E+03, 1.861003E+03, 2.099119E+03, 2.347084E+03, 2.604780E+03, 2.872173E+03, 3.149307E+03, 3.436292E+03, 3.733305E+03, 4.040579E+03, 4.358398E+03, 4.687091E+03, 5.027027E+03, 5.378612E+03, 5.742285E+03, 6.118504E+03, 6.507762E+03, 6.910567E+03, 7.327449E+03, 7.758952E+03, 8.205636E+03, 8.668079E+03, 9.146869E+03, 9.642602E+03, 1.015589E+04, 1.068735E+04, 1.123762E+04, 1.180733E+04, 1.239714E+04, 1.300771E+04, 1.363970E+04, 1.429379E+04, 1.497067E+04, 1.567103E+04, 1.639558E+04, 1.714504E+04, 1.792012E+04, 1.872157E+04, 1.955013E+04, 2.040655E+04, 2.129160E+04, 2.220604E+04, 2.315067E+04, 2.412629E+04, 2.513369E+04, 2.617369E+04, 2.724713E+04, 2.835484E+04, 2.949767E+04, 3.067649E+04, 3.189216E+04, 3.314558E+04, 3.443763E+04, 3.576924E+04, 3.714132E+04, 3.855479E+04, 4.001062E+04, 4.150976E+04, 4.305316E+04, 4.464183E+04, 4.627675E+04, 4.795894E+04, 4.968941E+04, 5.146918E+04, 5.329933E+04, 5.518090E+04, 5.711498E+04, 5.910263E+04, 6.114498E+04, 6.324310E+04, 6.539817E+04, 6.761130E+04, 6.988364E+04, 7.221639E+04, 7.461069E+04, 7.706777E+04, 7.958882E+04, 8.217510E+04, 8.482778E+04, 8.754817E+04, 9.033753E+04, 9.319712E+04, 9.612825E+04, 9.913224E+04, 1.022104E+05, 1.053641E+05, 1.085946E+05, 1.119034E+05, 1.152918E+05, 1.187612E+05, ]) # ============================ M = 3, I = 3 ============================ M = 3 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 8.301881E-01, 2.219188E+01, 6.219313E+01, 1.139229E+02, 1.751581E+02, 2.446117E+02, 3.214152E+02, 4.049315E+02, 4.946679E+02, 5.902319E+02, 6.913059E+02, 7.976344E+02, 9.090165E+02, 1.025302E+03, 1.146386E+03, 1.272209E+03, 1.402753E+03, 1.538037E+03, 1.678117E+03, 1.823079E+03, 1.973040E+03, 2.128140E+03, 2.288545E+03, 2.454439E+03, 2.626025E+03, 2.803521E+03, 2.987161E+03, 3.177186E+03, 3.373852E+03, 3.577422E+03, 3.788169E+03, 4.006372E+03, 4.232318E+03, 4.466299E+03, 4.708611E+03, 4.959560E+03, 5.219453E+03, 5.488603E+03, 5.767329E+03, 6.055951E+03, 6.354800E+03, 6.664202E+03, 6.984496E+03, 7.316023E+03, 7.659127E+03, 8.014158E+03, 8.381470E+03, 8.761421E+03, 9.154375E+03, 9.560701E+03, 9.980776E+03, 1.041497E+04, 1.086368E+04, 1.132728E+04, 1.180618E+04, 1.230077E+04, 1.281145E+04, 1.333864E+04, 1.388275E+04, 1.444420E+04, 1.502342E+04, 1.562085E+04, 1.623692E+04, 1.687208E+04, 1.752678E+04, 1.820147E+04, 1.889662E+04, 1.961270E+04, 2.035017E+04, 2.110953E+04, 2.189126E+04, 2.269585E+04, 2.352380E+04, 2.437562E+04, 2.525183E+04, 2.615294E+04, 2.707947E+04, 2.803197E+04, 2.901096E+04, 3.001700E+04, 3.105064E+04, 3.211244E+04, 3.320296E+04, 3.432278E+04, 3.547248E+04, 3.665263E+04, 3.786386E+04, 3.910673E+04, 4.038187E+04, 4.168989E+04, 4.303142E+04, 4.440708E+04, 4.581751E+04, 4.726335E+04, 4.874526E+04, 5.026387E+04, 5.181988E+04, 5.341396E+04, 5.504676E+04, 5.671901E+04, 5.843137E+04, ]) # ============================ M = 3, I = 4 ============================ M = 3 I = 4 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 9.840201E+00, 2.642019E+02, 7.405728E+02, 1.356639E+03, 2.085916E+03, 2.913078E+03, 3.827779E+03, 4.822429E+03, 5.891163E+03, 7.029303E+03, 8.233069E+03, 9.499418E+03, 1.082595E+04, 1.221087E+04, 1.365291E+04, 1.515134E+04, 1.670589E+04, 1.831676E+04, 1.998452E+04, 2.171011E+04, 2.349486E+04, 2.534032E+04, 2.724836E+04, 2.922106E+04, 3.126072E+04, 3.336981E+04, 3.555100E+04, 3.780703E+04, 4.014084E+04, 4.255544E+04, 4.505396E+04, 4.763958E+04, 5.031563E+04, 5.308546E+04, 5.595247E+04, 5.892020E+04, 6.199219E+04, 6.517203E+04, 6.846342E+04, 7.187008E+04, 7.539576E+04, 7.904431E+04, 8.281961E+04, 8.672558E+04, 9.076623E+04, 9.494557E+04, 9.926772E+04, 1.037368E+05, 1.083570E+05, 1.131326E+05, 1.180680E+05, 1.231674E+05, 1.284354E+05, 1.338764E+05, 1.394949E+05, 1.452956E+05, 1.512831E+05, 1.574623E+05, 1.638378E+05, 1.704145E+05, 1.771974E+05, 1.841915E+05, 1.914018E+05, 1.988333E+05, 2.064915E+05, 2.143814E+05, 2.225085E+05, 2.308780E+05, 2.394956E+05, 2.483667E+05, 2.574970E+05, 2.668921E+05, 2.765578E+05, 2.864998E+05, 2.967242E+05, 3.072369E+05, 3.180439E+05, 3.291515E+05, 3.405656E+05, 3.522928E+05, 3.643393E+05, 3.767116E+05, 3.894161E+05, 4.024593E+05, 4.158482E+05, 4.295894E+05, 4.436896E+05, 4.581558E+05, 4.729950E+05, 4.882142E+05, 5.038208E+05, 5.198216E+05, 5.362242E+05, 5.530360E+05, 5.702644E+05, 5.879170E+05, 6.060012E+05, 6.245253E+05, 6.434964E+05, 6.629231E+05, 6.828128E+05, ]) # ============================ M = 3, I = 5 ============================ M = 3 I = 5 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 4.883311E+00, 1.305120E+02, 3.657480E+02, 6.699543E+02, 1.030057E+03, 1.438490E+03, 1.890143E+03, 2.381272E+03, 2.908979E+03, 3.470953E+03, 4.065325E+03, 4.690586E+03, 5.345546E+03, 6.029306E+03, 6.741237E+03, 7.480967E+03, 8.248361E+03, 9.043504E+03, 9.866689E+03, 1.071838E+04, 1.159924E+04, 1.251003E+04, 1.345171E+04, 1.442529E+04, 1.543194E+04, 1.647289E+04, 1.754946E+04, 1.866305E+04, 1.981511E+04, 2.100714E+04, 2.224070E+04, 2.351740E+04, 2.483886E+04, 2.620679E+04, 2.762287E+04, 2.908886E+04, 3.060652E+04, 3.217765E+04, 3.380409E+04, 3.548768E+04, 3.723030E+04, 3.903386E+04, 4.090028E+04, 4.283153E+04, 4.482960E+04, 4.689647E+04, 4.903420E+04, 5.124486E+04, 5.353051E+04, 5.589329E+04, 5.833534E+04, 6.085884E+04, 6.346599E+04, 6.615902E+04, 6.894021E+04, 7.181183E+04, 7.477620E+04, 7.783571E+04, 8.099271E+04, 8.424964E+04, 8.760896E+04, 9.107312E+04, 9.464465E+04, 9.832612E+04, 1.021201E+05, 1.060292E+05, 1.100561E+05, 1.142034E+05, 1.184740E+05, 1.228705E+05, 1.273957E+05, 1.320525E+05, 1.368437E+05, 1.417723E+05, 1.468411E+05, 1.520532E+05, 1.574116E+05, 1.629192E+05, 1.685793E+05, 1.743949E+05, 1.803692E+05, 1.865054E+05, 1.928067E+05, 1.992764E+05, 2.059179E+05, 2.127344E+05, 2.197295E+05, 2.269065E+05, 2.342689E+05, 2.418202E+05, 2.495641E+05, 2.575040E+05, 2.656436E+05, 2.739867E+05, 2.825370E+05, 2.912980E+05, 3.002738E+05, 3.094683E+05, 3.188851E+05, 3.285283E+05, 3.384019E+05, ]) # ============================ M = 3, I = 6 ============================ #M = 3 #I = 6 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 1.756011E+00, 4.734568E+01, 1.327529E+02, 2.432114E+02, 3.739714E+02, 5.222839E+02, # 6.862938E+02, 8.646401E+02, 1.056272E+03, 1.260352E+03, 1.476207E+03, 1.703301E+03, # 1.941215E+03, 2.189644E+03, 2.448384E+03, 2.717332E+03, 2.996469E+03, 3.285865E+03, # 3.585662E+03, 3.896072E+03, 4.217370E+03, 4.549883E+03, 4.893989E+03, 5.250108E+03, # 5.618697E+03, 6.000244E+03, 6.395271E+03, 6.804318E+03, 7.227954E+03, 7.666765E+03, # 8.121350E+03, 8.592331E+03, 9.080340E+03, 9.586021E+03, 1.011003E+04, 1.065305E+04, # 1.121575E+04, 1.179882E+04, 1.240297E+04, 1.302890E+04, 1.367735E+04, 1.434903E+04, # 1.504470E+04, 1.576510E+04, 1.651100E+04, 1.728317E+04, 1.808239E+04, 1.890946E+04, # 1.976518E+04, 2.065037E+04, 2.156585E+04, 2.251248E+04, 2.349108E+04, 2.450253E+04, # 2.554770E+04, 2.662747E+04, 2.774274E+04, 2.889443E+04, 3.008345E+04, 3.131075E+04, # 3.257725E+04, 3.388394E+04, 3.523177E+04, 3.662175E+04, 3.805487E+04, 3.953214E+04, # 4.105459E+04, 4.262327E+04, 4.423923E+04, 4.590353E+04, 4.761726E+04, 4.938152E+04, # 5.119742E+04, 5.306609E+04, 5.498866E+04, 5.696630E+04, 5.900016E+04, 6.109145E+04, # 6.324133E+04, 6.545106E+04, 6.772185E+04, 7.005494E+04, 7.245158E+04, 7.491306E+04, # 7.744069E+04, 8.003574E+04, 8.269957E+04, 8.543347E+04, 8.823884E+04, 9.111701E+04, # 9.406939E+04, 9.709738E+04, 1.002024E+05, 1.033859E+05, 1.066492E+05, 1.099940E+05, # 1.134216E+05, 1.169335E+05, 1.205313E+05, 1.242165E+05, 1.279907E+05, #]) # ============================ M = 3, I = 7 ============================ #M = 3 #I = 7 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 8.920031E-01, 2.424564E+01, 6.801072E+01, 1.246169E+02, 1.916289E+02, 2.676376E+02, # 3.516918E+02, 4.430943E+02, 5.413061E+02, 6.458996E+02, 7.565312E+02, 8.729275E+02, # 9.948782E+02, 1.122230E+03, 1.254882E+03, 1.392784E+03, 1.535929E+03, 1.684354E+03, # 1.838131E+03, 1.997367E+03, 2.162201E+03, 2.332797E+03, 2.509343E+03, 2.692050E+03, # 2.881145E+03, 3.076875E+03, 3.279498E+03, 3.489287E+03, 3.706525E+03, 3.931506E+03, # 4.164532E+03, 4.405913E+03, 4.655968E+03, 4.915024E+03, 5.183409E+03, 5.461461E+03, # 5.749523E+03, 6.047944E+03, 6.357078E+03, 6.677283E+03, 7.008925E+03, 7.352372E+03, # 7.707999E+03, 8.076186E+03, 8.457316E+03, 8.851784E+03, 9.259981E+03, 9.682310E+03, # 1.011918E+04, 1.057100E+04, 1.103818E+04, 1.152116E+04, 1.202036E+04, 1.253622E+04, # 1.306917E+04, 1.361967E+04, 1.418816E+04, 1.477512E+04, 1.538099E+04, 1.600626E+04, # 1.665141E+04, 1.731692E+04, 1.800327E+04, 1.871098E+04, 1.944054E+04, 2.019247E+04, # 2.096727E+04, 2.176549E+04, 2.258766E+04, 2.343431E+04, 2.430598E+04, 2.520323E+04, # 2.612663E+04, 2.707674E+04, 2.805413E+04, 2.905940E+04, 3.009312E+04, 3.115590E+04, # 3.224834E+04, 3.337106E+04, 3.452466E+04, 3.570979E+04, 3.692707E+04, 3.817715E+04, # 3.946069E+04, 4.077833E+04, 4.213075E+04, 4.351861E+04, 4.494261E+04, 4.640342E+04, # 4.790177E+04, 4.943833E+04, 5.101383E+04, 5.262900E+04, 5.428456E+04, 5.598125E+04, # 5.771981E+04, 5.950102E+04, 6.132561E+04, 6.319439E+04, 6.510810E+04, #]) # ============================ M = 3, I = 8 ============================ #M = 3 #I = 8 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 1.032224E+01, 2.782087E+02, 7.800385E+02, 1.429057E+03, 2.197359E+03, 3.068793E+03, # 4.032456E+03, 5.080355E+03, 6.206310E+03, 7.405404E+03, 8.673675E+03, 1.000795E+04, # 1.140576E+04, 1.286528E+04, 1.438527E+04, 1.596507E+04, 1.760453E+04, 1.930398E+04, # 2.106417E+04, 2.288629E+04, 2.477185E+04, 2.672268E+04, 2.874091E+04, 3.082890E+04, # 3.298924E+04, 3.522472E+04, 3.753828E+04, 3.993302E+04, 4.241217E+04, 4.497907E+04, # 4.763717E+04, 5.039000E+04, 5.324121E+04, 5.619448E+04, 5.925359E+04, 6.242237E+04, # 6.570476E+04, 6.910467E+04, 7.262618E+04, 7.627334E+04, 8.005032E+04, 8.396132E+04, # 8.801058E+04, 9.220244E+04, 9.654126E+04, 1.010315E+05, 1.056776E+05, 1.104842E+05, # 1.154558E+05, 1.205972E+05, 1.259131E+05, 1.314083E+05, 1.370877E+05, 1.429562E+05, # 1.490188E+05, 1.552807E+05, 1.617469E+05, 1.684226E+05, 1.753132E+05, 1.824241E+05, # 1.897605E+05, 1.973282E+05, 2.051324E+05, 2.131792E+05, 2.214740E+05, 2.300227E+05, # 2.388312E+05, 2.479055E+05, 2.572516E+05, 2.668755E+05, 2.767837E+05, 2.869822E+05, # 2.974773E+05, 3.082758E+05, 3.193840E+05, 3.308084E+05, 3.425559E+05, 3.546332E+05, # 3.670472E+05, 3.798047E+05, 3.929128E+05, 4.063788E+05, 4.202095E+05, 4.344126E+05, # 4.489953E+05, 4.639651E+05, 4.793296E+05, 4.950962E+05, 5.112730E+05, 5.278675E+05, # 5.448879E+05, 5.623420E+05, 5.802379E+05, 5.985839E+05, 6.173884E+05, 6.366594E+05, # 6.564056E+05, 6.766356E+05, 6.973580E+05, 7.185816E+05, 7.403151E+05, #]) # ============================ M = 3, I = 9 ============================ #M = 3 #I = 9 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 1.040186E+01, 2.814360E+02, 7.892482E+02, 1.446027E+03, 2.223527E+03, 3.105399E+03, # 4.080613E+03, 5.141076E+03, 6.280535E+03, 7.494020E+03, 8.777526E+03, 1.012786E+04, # 1.154254E+04, 1.301974E+04, 1.455823E+04, 1.615736E+04, 1.781698E+04, 1.953744E+04, # 2.131951E+04, 2.316436E+04, 2.507351E+04, 2.704881E+04, 2.909238E+04, 3.120656E+04, # 3.339397E+04, 3.565736E+04, 3.799969E+04, 4.042406E+04, 4.293369E+04, 4.553192E+04, # 4.822222E+04, 5.100811E+04, 5.389324E+04, 5.688131E+04, 5.997610E+04, 6.318146E+04, # 6.650132E+04, 6.993964E+04, 7.350048E+04, 7.718793E+04, 8.100616E+04, 8.495937E+04, # 8.905185E+04, 9.328794E+04, 9.767201E+04, 1.022086E+05, 1.069021E+05, 1.117571E+05, # 1.167783E+05, 1.219705E+05, 1.273382E+05, 1.328865E+05, 1.386201E+05, 1.445441E+05, # 1.506634E+05, 1.569832E+05, 1.635086E+05, 1.702449E+05, 1.771973E+05, 1.843714E+05, # 1.917724E+05, 1.994060E+05, 2.072776E+05, 2.153932E+05, 2.237582E+05, 2.323787E+05, # 2.412605E+05, 2.504095E+05, 2.598319E+05, 2.695338E+05, 2.795214E+05, 2.898010E+05, # 3.003790E+05, 3.112619E+05, 3.224561E+05, 3.339684E+05, 3.458054E+05, 3.579741E+05, # 3.704811E+05, 3.833336E+05, 3.965384E+05, 4.101031E+05, 4.240344E+05, 4.383398E+05, # 4.530269E+05, 4.681029E+05, 4.835757E+05, 4.994527E+05, 5.157418E+05, 5.324506E+05, # 5.495875E+05, 5.671601E+05, 5.851768E+05, 6.036457E+05, 6.225750E+05, 6.419733E+05, # 6.618490E+05, 6.822109E+05, 7.030672E+05, 7.244271E+05, 7.462993E+05, #]) # ============================ M = 3, I = 10 ============================ #M = 3 #I = 10 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 1.025754E+01, 2.754415E+02, 7.721314E+02, 1.414482E+03, 2.174879E+03, 3.037341E+03, # 3.991077E+03, 5.028178E+03, 6.142526E+03, 7.329254E+03, 8.584430E+03, 9.904907E+03, # 1.128822E+04, 1.273256E+04, 1.423667E+04, 1.579990E+04, 1.742206E+04, 1.910351E+04, # 2.084498E+04, 2.264764E+04, 2.451302E+04, 2.644295E+04, 2.843953E+04, 3.050517E+04, # 3.264244E+04, 3.485413E+04, 3.714319E+04, 3.951272E+04, 4.196595E+04, 4.450622E+04, # 4.713698E+04, 4.986176E+04, 5.268419E+04, 5.560797E+04, 5.863687E+04, 6.177470E+04, # 6.502539E+04, 6.839284E+04, 7.188114E+04, 7.549432E+04, 7.923653E+04, 8.311195E+04, # 8.712481E+04, 9.127946E+04, 9.558022E+04, 1.000315E+05, 1.046379E+05, 1.094038E+05, # 1.143338E+05, 1.194328E+05, 1.247052E+05, 1.301561E+05, 1.357901E+05, 1.416124E+05, # 1.476277E+05, 1.538412E+05, 1.602581E+05, 1.668834E+05, 1.737226E+05, 1.807809E+05, # 1.880637E+05, 1.955766E+05, 2.033251E+05, 2.113147E+05, 2.195514E+05, 2.280407E+05, # 2.367887E+05, 2.458012E+05, 2.550843E+05, 2.646440E+05, 2.744866E+05, 2.846183E+05, # 2.950454E+05, 3.057745E+05, 3.168118E+05, 3.281642E+05, 3.398382E+05, 3.518407E+05, # 3.641783E+05, 3.768582E+05, 3.898872E+05, 4.032725E+05, 4.170214E+05, 4.311409E+05, # 4.456386E+05, 4.605218E+05, 4.757982E+05, 4.914751E+05, 5.075607E+05, 5.240624E+05, # 5.409882E+05, 5.583462E+05, 5.761445E+05, 5.943911E+05, 6.130944E+05, 6.322626E+05, # 6.519042E+05, 6.720280E+05, 6.926425E+05, 7.137563E+05, 7.353782E+05, #]) # ============================ M = 3, I = 11 ============================ #M = 3 #I = 11 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 6.033293E+01, 1.619938E+03, 4.540936E+03, 8.318534E+03, 1.279034E+04, 1.786236E+04, # 2.347116E+04, 2.957020E+04, 3.612352E+04, 4.310246E+04, 5.048387E+04, 5.824916E+04, # 6.638374E+04, 7.487670E+04, 8.372060E+04, 9.291114E+04, 1.024470E+05, 1.123298E+05, # 1.225635E+05, 1.331545E+05, 1.441111E+05, 1.554437E+05, 1.671642E+05, 1.792859E+05, # 1.918235E+05, 2.047929E+05, 2.182108E+05, 2.320949E+05, 2.464635E+05, 2.613360E+05, # 2.767318E+05, 2.926713E+05, 3.091753E+05, 3.262649E+05, 3.439618E+05, 3.622879E+05, # 3.812657E+05, 4.009177E+05, 4.212672E+05, 4.423375E+05, 4.641525E+05, 4.867360E+05, # 5.101126E+05, 5.343069E+05, 5.593441E+05, 5.852495E+05, 6.120488E+05, 6.397681E+05, # 6.684339E+05, 6.980729E+05, 7.287124E+05, 7.603799E+05, 7.931029E+05, 8.269102E+05, # 8.618301E+05, 8.978916E+05, 9.351243E+05, 9.735580E+05, 1.013223E+06, 1.054149E+06, # 1.096369E+06, 1.139913E+06, 1.184812E+06, 1.231100E+06, 1.278810E+06, 1.327974E+06, # 1.378625E+06, 1.430799E+06, 1.484529E+06, 1.539851E+06, 1.596799E+06, 1.655410E+06, # 1.715720E+06, 1.777766E+06, 1.841585E+06, 1.907215E+06, 1.974694E+06, 2.044060E+06, # 2.115352E+06, 2.188612E+06, 2.263878E+06, 2.341191E+06, 2.420593E+06, 2.502124E+06, # 2.585828E+06, 2.671745E+06, 2.759921E+06, 2.850398E+06, 2.943220E+06, 3.038432E+06, # 3.136080E+06, 3.236209E+06, 3.338866E+06, 3.444095E+06, 3.551946E+06, 3.662466E+06, # 3.775702E+06, 3.891706E+06, 4.010524E+06, 4.132208E+06, 4.256807E+06, #]) # ============================ M = 3, I = 12 ============================ #M = 3 #I = 12 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 3.040601E+01, 8.200722E+02, 2.299310E+03, 4.212419E+03, 6.477137E+03, 9.045854E+03, # 1.188644E+04, 1.497532E+04, 1.829429E+04, 2.182884E+04, 2.556727E+04, 2.950019E+04, # 3.362029E+04, 3.792207E+04, 4.240184E+04, 4.705745E+04, 5.188832E+04, 5.689523E+04, # 6.208021E+04, 6.744646E+04, 7.299821E+04, 7.874060E+04, 8.467959E+04, 9.082188E+04, # 9.717478E+04, 1.037462E+05, 1.105446E+05, 1.175788E+05, 1.248579E+05, 1.323916E+05, # 1.401898E+05, 1.482625E+05, 1.566202E+05, 1.652735E+05, 1.742332E+05, 1.835105E+05, # 1.931165E+05, 2.030626E+05, 2.133604E+05, 2.240217E+05, 2.350584E+05, 2.464826E+05, # 2.583066E+05, 2.705427E+05, 2.832036E+05, 2.963021E+05, 3.098510E+05, 3.238634E+05, # 3.383528E+05, 3.533325E+05, 3.688162E+05, 3.848176E+05, 4.013509E+05, 4.184302E+05, # 4.360700E+05, 4.542847E+05, 4.730893E+05, 4.924985E+05, 5.125278E+05, 5.331923E+05, # 5.545078E+05, 5.764901E+05, 5.991551E+05, 6.225192E+05, 6.465987E+05, 6.714103E+05, # 6.969709E+05, 7.232976E+05, 7.504077E+05, 7.783188E+05, 8.070487E+05, 8.366153E+05, # 8.670370E+05, 8.983321E+05, 9.305194E+05, 9.636180E+05, 9.976467E+05, 1.032625E+06, # 1.068574E+06, 1.105511E+06, 1.143458E+06, 1.182434E+06, 1.222462E+06, 1.263560E+06, # 1.305752E+06, 1.349057E+06, 1.393498E+06, 1.439096E+06, 1.485874E+06, 1.533854E+06, # 1.583059E+06, 1.633511E+06, 1.685235E+06, 1.738253E+06, 1.792589E+06, 1.848267E+06, # 1.905310E+06, 1.963746E+06, 2.023596E+06, 2.084888E+06, 2.147645E+06, #]) # ============================ M = 3, I = 13 ============================ #M = 3 #I = 13 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 9.309759E-01, 2.531152E+01, 7.100520E+01, 1.301065E+02, 2.000728E+02, 2.794324E+02, # 3.671926E+02, 4.626250E+02, 5.651676E+02, 6.743742E+02, 7.898873E+02, 9.114249E+02, # 1.038771E+03, 1.171770E+03, 1.310326E+03, 1.454395E+03, 1.603982E+03, 1.759137E+03, # 1.919951E+03, 2.086553E+03, 2.259104E+03, 2.437793E+03, 2.622836E+03, 2.814471E+03, # 3.012957E+03, 3.218568E+03, 3.431595E+03, 3.652341E+03, 3.881122E+03, 4.118263E+03, # 4.364099E+03, 4.618972E+03, 4.883234E+03, 5.157244E+03, 5.441365E+03, 5.735966E+03, # 6.041427E+03, 6.358130E+03, 6.686463E+03, 7.026818E+03, 7.379600E+03, 7.745210E+03, # 8.124060E+03, 8.516567E+03, 8.923154E+03, 9.344249E+03, 9.780287E+03, 1.023171E+04, # 1.069896E+04, 1.118249E+04, 1.168277E+04, 1.220025E+04, 1.273542E+04, 1.328874E+04, # 1.386071E+04, 1.445181E+04, 1.506255E+04, 1.569343E+04, 1.634497E+04, 1.701768E+04, # 1.771209E+04, 1.842874E+04, 1.916817E+04, 1.993093E+04, 2.071758E+04, 2.152868E+04, # 2.236480E+04, 2.322653E+04, 2.411444E+04, 2.502915E+04, 2.597125E+04, 2.694135E+04, # 2.794008E+04, 2.896806E+04, 3.002592E+04, 3.111432E+04, 3.223390E+04, 3.338532E+04, # 3.456926E+04, 3.578639E+04, 3.703740E+04, 3.832299E+04, 3.964384E+04, 4.100069E+04, # 4.239425E+04, 4.382524E+04, 4.529440E+04, 4.680250E+04, 4.835027E+04, 4.993848E+04, # 5.156791E+04, 5.323933E+04, 5.495356E+04, 5.671137E+04, 5.851359E+04, 6.036102E+04, # 6.225450E+04, 6.419488E+04, 6.618297E+04, 6.821968E+04, 7.030582E+04, #]) # ============================ M = 3, I = 14 ============================ #M = 3 #I = 14 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 1.084643E+01, 2.934593E+02, 8.230106E+02, 1.507912E+03, 2.318707E+03, 3.238346E+03, # 4.255325E+03, 5.361204E+03, 6.549469E+03, 7.814941E+03, 9.153461E+03, 1.056173E+04, # 1.203721E+04, 1.357805E+04, 1.518306E+04, 1.685167E+04, 1.858386E+04, 2.038015E+04, # 2.224151E+04, 2.416933E+04, 2.616542E+04, 2.823190E+04, 3.037120E+04, 3.258599E+04, # 3.487921E+04, 3.725396E+04, 3.971354E+04, 4.226142E+04, 4.490118E+04, 4.763651E+04, # 5.047125E+04, 5.340928E+04, 5.645462E+04, 5.961137E+04, 6.288366E+04, 6.627573E+04, # 6.979188E+04, 7.343648E+04, 7.721396E+04, 8.112881E+04, 8.518561E+04, 8.938897E+04, # 9.374358E+04, 9.825419E+04, 1.029256E+05, 1.077628E+05, 1.127706E+05, 1.179541E+05, # 1.233183E+05, 1.288685E+05, 1.346099E+05, 1.405477E+05, 1.466874E+05, 1.530344E+05, # 1.595943E+05, 1.663725E+05, 1.733749E+05, 1.806072E+05, 1.880752E+05, 1.957849E+05, # 2.037422E+05, 2.119532E+05, 2.204242E+05, 2.291613E+05, 2.381710E+05, 2.474596E+05, # 2.570336E+05, 2.668997E+05, 2.770645E+05, 2.875348E+05, 2.983175E+05, 3.094196E+05, # 3.208480E+05, 3.326100E+05, 3.447128E+05, 3.571637E+05, 3.699700E+05, 3.831393E+05, # 3.966793E+05, 4.105977E+05, 4.249020E+05, 4.396007E+05, 4.547011E+05, 4.702117E+05, # 4.861407E+05, 5.024963E+05, 5.192868E+05, 5.365208E+05, 5.542069E+05, 5.723538E+05, # 5.909702E+05, 6.100649E+05, 6.296473E+05, 6.497260E+05, 6.703105E+05, 6.914101E+05, # 7.130340E+05, 7.351921E+05, 7.578936E+05, 7.811485E+05, 8.049666E+05, #]) # ============================ M = 3, I = 15 ============================ #M = 3 #I = 15 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 5.470224E+00, 1.486652E+02, 4.170261E+02, 7.641279E+02, 1.175038E+03, 1.641114E+03, # 2.156526E+03, 2.716996E+03, 3.319223E+03, 3.960583E+03, 4.638976E+03, 5.352734E+03, # 6.100578E+03, 6.881587E+03, 7.695167E+03, 8.541034E+03, 9.419186E+03, 1.032988E+04, # 1.127362E+04, 1.225110E+04, 1.326323E+04, 1.431106E+04, 1.539582E+04, 1.651885E+04, # 1.768160E+04, 1.888566E+04, 2.013266E+04, 2.142433E+04, 2.276248E+04, 2.414896E+04, # 2.558568E+04, 2.707462E+04, 2.861777E+04, 3.021720E+04, 3.187499E+04, 3.359326E+04, # 3.537418E+04, 3.721994E+04, 3.913277E+04, 4.111494E+04, 4.316873E+04, 4.529647E+04, # 4.750054E+04, 4.978331E+04, 5.214721E+04, 5.459470E+04, 5.712827E+04, 5.975045E+04, # 6.246379E+04, 6.527091E+04, 6.817443E+04, 7.117702E+04, 7.428139E+04, 7.749029E+04, # 8.080648E+04, 8.423280E+04, 8.777211E+04, 9.142730E+04, 9.520132E+04, 9.909715E+04, # 1.031178E+05, 1.072663E+05, 1.115459E+05, 1.159595E+05, 1.205105E+05, 1.252021E+05, # 1.300375E+05, 1.350201E+05, 1.401531E+05, 1.454401E+05, 1.508845E+05, 1.564898E+05, # 1.622595E+05, 1.681973E+05, 1.743066E+05, 1.805914E+05, 1.870552E+05, 1.937019E+05, # 2.005352E+05, 2.075591E+05, 2.147775E+05, 2.221943E+05, 2.298136E+05, 2.376394E+05, # 2.456758E+05, 2.539271E+05, 2.623974E+05, 2.710910E+05, 2.800123E+05, 2.891655E+05, # 2.985552E+05, 3.081856E+05, 3.180616E+05, 3.281874E+05, 3.385680E+05, 3.492077E+05, # 3.601115E+05, 3.712840E+05, 3.827302E+05, 3.944550E+05, 4.064631E+05, #]) # ============================ M = 3, I = 16 ============================ #M = 3 #I = 16 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 6.265142E+01, 1.678857E+03, 4.706439E+03, 8.621861E+03, 1.325682E+04, 1.851389E+04, # 2.432733E+04, 3.064889E+04, 3.744135E+04, 4.467509E+04, 5.232627E+04, 6.037598E+04, # 6.880951E+04, 7.761618E+04, 8.678894E+04, 9.632416E+04, 1.062214E+05, 1.164832E+05, # 1.271145E+05, 1.381229E+05, 1.495182E+05, 1.613118E+05, 1.735170E+05, 1.861485E+05, # 1.992225E+05, 2.127561E+05, 2.267676E+05, 2.412761E+05, 2.563014E+05, 2.718642E+05, # 2.879857E+05, 3.046875E+05, 3.219921E+05, 3.399222E+05, 3.585010E+05, 3.777519E+05, # 3.976990E+05, 4.183668E+05, 4.397797E+05, 4.619632E+05, 4.849424E+05, 5.087433E+05, # 5.333921E+05, 5.589152E+05, 5.853396E+05, 6.126924E+05, 6.410015E+05, 6.702946E+05, # 7.006002E+05, 7.319472E+05, 7.643648E+05, 7.978824E+05, 8.325302E+05, 8.683383E+05, # 9.053377E+05, 9.435596E+05, 9.830358E+05, 1.023798E+06, 1.065879E+06, 1.109312E+06, # 1.154130E+06, 1.200368E+06, 1.248059E+06, 1.297238E+06, 1.347940E+06, 1.400203E+06, # 1.454060E+06, 1.509550E+06, 1.566710E+06, 1.625577E+06, 1.686189E+06, 1.748585E+06, # 1.812805E+06, 1.878888E+06, 1.946874E+06, 2.016804E+06, 2.088719E+06, 2.162662E+06, # 2.238673E+06, 2.316797E+06, 2.397076E+06, 2.479555E+06, 2.564277E+06, 2.651288E+06, # 2.740634E+06, 2.832359E+06, 2.926512E+06, 3.023138E+06, 3.122288E+06, 3.224005E+06, # 3.328343E+06, 3.435348E+06, 3.545073E+06, 3.657565E+06, 3.772878E+06, 3.891062E+06, # 4.012169E+06, 4.136253E+06, 4.263368E+06, 4.393567E+06, 4.526904E+06, #]) # ============================ M = 3, I = 17 ============================ #M = 3 #I = 17 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 3.170713E+01, 8.552206E+02, 2.398013E+03, 4.393338E+03, 6.755395E+03, 9.434524E+03, # 1.239721E+04, 1.561888E+04, 1.908053E+04, 2.276706E+04, 2.666631E+04, 3.076859E+04, # 3.506635E+04, 3.955411E+04, 4.422821E+04, 4.908676E+04, 5.412950E+04, 5.935768E+04, # 6.477392E+04, 7.038207E+04, 7.618711E+04, 8.219498E+04, 8.841255E+04, 9.484741E+04, # 1.015078E+05, 1.084028E+05, 1.155415E+05, 1.229339E+05, 1.305904E+05, 1.385213E+05, # 1.467377E+05, 1.552509E+05, 1.640721E+05, 1.732132E+05, 1.826860E+05, 1.925028E+05, # 2.026757E+05, 2.132173E+05, 2.241404E+05, 2.354578E+05, 2.471825E+05, 2.593279E+05, # 2.719073E+05, 2.849344E+05, 2.984231E+05, 3.123871E+05, 3.268408E+05, 3.417987E+05, # 3.572751E+05, 3.732849E+05, 3.898431E+05, 4.069648E+05, 4.246656E+05, 4.429608E+05, # 4.618663E+05, 4.813983E+05, 5.015729E+05, 5.224067E+05, 5.439163E+05, 5.661186E+05, # 5.890311E+05, 6.126706E+05, 6.370552E+05, 6.622028E+05, 6.881313E+05, 7.148591E+05, # 7.424048E+05, 7.707874E+05, 8.000261E+05, 8.301398E+05, 8.611487E+05, 8.930721E+05, # 9.259307E+05, 9.597445E+05, 9.945342E+05, 1.030321E+06, 1.067126E+06, 1.104970E+06, # 1.143875E+06, 1.183865E+06, 1.224959E+06, 1.267181E+06, 1.310554E+06, 1.355102E+06, # 1.400847E+06, 1.447813E+06, 1.496024E+06, 1.545504E+06, 1.596278E+06, 1.648370E+06, # 1.701806E+06, 1.756611E+06, 1.812811E+06, 1.870432E+06, 1.929499E+06, 1.990040E+06, # 2.052081E+06, 2.115650E+06, 2.180773E+06, 2.247480E+06, 2.315797E+06, #]) # ============================ M = 3, I = 18 ============================ #M = 3 #I = 18 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 1.864598E+02, 5.029074E+03, 1.410094E+04, 2.583372E+04, 3.972289E+04, 5.547647E+04, # 7.289739E+04, 9.184110E+04, 1.121959E+05, 1.338730E+05, 1.568006E+05, 1.809216E+05, # 2.061912E+05, 2.325766E+05, 2.600555E+05, 2.886161E+05, 3.182556E+05, 3.489801E+05, # 3.808036E+05, 4.137473E+05, 4.478387E+05, 4.831112E+05, 5.196032E+05, 5.573578E+05, # 5.964214E+05, 6.368451E+05, 6.786818E+05, 7.219878E+05, 7.668217E+05, 8.132437E+05, # 8.613168E+05, 9.111043E+05, 9.626726E+05, 1.016088E+06, 1.071420E+06, 1.128737E+06, # 1.188111E+06, 1.249612E+06, 1.313314E+06, 1.379291E+06, 1.447618E+06, 1.518371E+06, # 1.591628E+06, 1.667465E+06, 1.745963E+06, 1.827203E+06, 1.911265E+06, 1.998231E+06, # 2.088186E+06, 2.181214E+06, 2.277402E+06, 2.376836E+06, 2.479605E+06, 2.585797E+06, # 2.695505E+06, 2.808819E+06, 2.925833E+06, 3.046641E+06, 3.171340E+06, 3.300026E+06, # 3.432797E+06, 3.569753E+06, 3.710995E+06, 3.856626E+06, 4.006750E+06, 4.161471E+06, # 4.320895E+06, 4.485133E+06, 4.654292E+06, 4.828483E+06, 5.007818E+06, 5.192412E+06, # 5.382378E+06, 5.577837E+06, 5.778902E+06, 5.985696E+06, 6.198339E+06, 6.416956E+06, # 6.641666E+06, 6.872600E+06, 7.109881E+06, 7.353643E+06, 7.604013E+06, 7.861122E+06, # 8.125110E+06, 8.396104E+06, 8.674247E+06, 8.959673E+06, 9.252525E+06, 9.552945E+06, # 9.861075E+06, 1.017706E+07, 1.050105E+07, 1.083318E+07, 1.117362E+07, 1.152251E+07, # 1.188001E+07, 1.224627E+07, 1.262144E+07, 1.300569E+07, 1.339918E+07, #]) # ============================ M = 4, I = 1 ============================ M = 4 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.834054E+01, 1.523262E+02, 3.016016E+02, 4.508934E+02, 6.001924E+02, 7.494969E+02, 8.988074E+02, 1.048131E+03, 1.197498E+03, 1.346979E+03, 1.496709E+03, 1.646898E+03, 1.797823E+03, 1.949825E+03, 2.103285E+03, 2.258615E+03, 2.416237E+03, 2.576575E+03, 2.740046E+03, 2.907051E+03, 3.077980E+03, 3.253200E+03, 3.433067E+03, 3.617916E+03, 3.808070E+03, 4.003838E+03, 4.205517E+03, 4.413398E+03, 4.627758E+03, 4.848873E+03, 5.077011E+03, 5.312437E+03, 5.555411E+03, 5.806195E+03, 6.065047E+03, 6.332224E+03, 6.607987E+03, 6.892595E+03, 7.186308E+03, 7.489390E+03, 7.802105E+03, 8.124722E+03, 8.457512E+03, 8.800747E+03, 9.154706E+03, 9.519670E+03, 9.895923E+03, 1.028375E+04, 1.068346E+04, 1.109533E+04, 1.151968E+04, 1.195680E+04, 1.240701E+04, 1.287063E+04, 1.334798E+04, 1.383938E+04, 1.434516E+04, 1.486567E+04, 1.540125E+04, 1.595223E+04, 1.651898E+04, 1.710186E+04, 1.770123E+04, 1.831745E+04, 1.895091E+04, 1.960198E+04, 2.027106E+04, 2.095853E+04, 2.166480E+04, 2.239026E+04, 2.313534E+04, 2.390046E+04, 2.468602E+04, 2.549246E+04, 2.632023E+04, 2.716976E+04, 2.804150E+04, 2.893590E+04, 2.985343E+04, 3.079456E+04, 3.175977E+04, 3.274952E+04, 3.376432E+04, 3.480465E+04, 3.587102E+04, 3.696394E+04, 3.808392E+04, 3.923149E+04, 4.040717E+04, 4.161150E+04, 4.284502E+04, 4.410829E+04, 4.540186E+04, 4.672629E+04, 4.808216E+04, 4.947005E+04, 5.089054E+04, 5.234422E+04, 5.383169E+04, 5.535356E+04, 5.691045E+04, 5.850297E+04, 6.013176E+04, 6.179745E+04, 6.350068E+04, 6.524210E+04, 6.702236E+04, 6.884215E+04, 7.070211E+04, 7.260294E+04, 7.454531E+04, 7.652992E+04, 7.855746E+04, 8.062865E+04, 8.274419E+04, 8.490480E+04, 8.711122E+04, 8.936416E+04, 9.166437E+04, 9.401259E+04, 9.640958E+04, 9.885608E+04, 1.013529E+05, 1.039007E+05, 1.065004E+05, 1.091527E+05, 1.118584E+05, 1.146182E+05, 1.174331E+05, 1.203037E+05, 1.232310E+05, 1.262156E+05, 1.292585E+05, 1.323604E+05, 1.355222E+05, 1.387447E+05, 1.420287E+05, 1.453751E+05, 1.487848E+05, 1.522585E+05, 1.557971E+05, 1.594015E+05, 1.630726E+05, 1.668111E+05, 1.706179E+05, 1.744940E+05, 1.784402E+05, 1.824573E+05, 1.865463E+05, 1.907079E+05, 1.949432E+05, 1.992528E+05, 2.036378E+05, 2.080990E+05, 2.126373E+05, 2.172536E+05, 2.219487E+05, 2.267235E+05, 2.315789E+05, 2.365158E+05, 2.415351E+05, 2.466376E+05, 2.518242E+05, 2.570959E+05, 2.624534E+05, 2.678976E+05, 2.734295E+05, 2.790498E+05, 2.847595E+05, 2.905594E+05, 2.964505E+05, 3.024334E+05, 3.085092E+05, 3.146786E+05, 3.209425E+05, 3.273018E+05, 3.337573E+05, 3.403098E+05, 3.469602E+05, 3.537093E+05, 3.605579E+05, 3.675069E+05, 3.745571E+05, 3.817092E+05, 3.889642E+05, 3.963228E+05, 4.037857E+05, 4.113539E+05, 4.190280E+05, 4.268089E+05, 4.346973E+05, 4.426940E+05, 4.507998E+05, 4.590153E+05, 4.673415E+05, 4.757789E+05, 4.843284E+05, 4.929907E+05, 5.017665E+05, 5.106564E+05, 5.196613E+05, 5.287817E+05, 5.380185E+05, 5.473723E+05, 5.568437E+05, 5.664334E+05, 5.761421E+05, 5.859705E+05, 5.959191E+05, 6.059887E+05, 6.161798E+05, 6.264931E+05, 6.369291E+05, 6.474885E+05, 6.581719E+05, 6.689798E+05, 6.799128E+05, 6.909716E+05, 7.021566E+05, 7.134683E+05, 7.249075E+05, 7.364745E+05, 7.481698E+05, 7.599941E+05, 7.719478E+05, 7.840314E+05, 7.962454E+05, 8.085902E+05, 8.210663E+05, 8.336743E+05, 8.464145E+05, 8.592873E+05, 8.722932E+05, 8.854327E+05, 8.987061E+05, 9.121138E+05, 9.256562E+05, 9.393337E+05, 9.531467E+05, 9.670956E+05, 9.811806E+05, 9.954022E+05, 1.009761E+06, 1.024256E+06, 1.038889E+06, 1.053660E+06, 1.068569E+06, 1.083617E+06, 1.098803E+06, 1.114128E+06, 1.129593E+06, 1.145196E+06, 1.160940E+06, 1.176823E+06, 1.192847E+06, 1.209011E+06, 1.225316E+06, 1.241761E+06, 1.258347E+06, 1.275075E+06, 1.291944E+06, 1.308954E+06, 1.326106E+06, 1.343400E+06, 1.360835E+06, 1.378413E+06, 1.396133E+06, 1.413995E+06, 1.431999E+06, 1.450146E+06, 1.468436E+06, 1.486868E+06, 1.505443E+06, 1.524160E+06, 1.543020E+06, 1.562023E+06, 1.581169E+06, 1.600458E+06, 1.619890E+06, 1.639465E+06, 1.659183E+06, 1.679043E+06, 1.699047E+06, 1.719193E+06, 1.739482E+06, 1.759914E+06, 1.780489E+06, 1.801207E+06, 1.822067E+06, 1.843070E+06, 1.864215E+06, 1.885503E+06, 1.906934E+06, 1.928506E+06, 1.950221E+06, 1.972078E+06, 1.994077E+06, 2.016217E+06, 2.038500E+06, 2.060924E+06, 2.083489E+06, 2.106196E+06, 2.129044E+06, 2.152032E+06, 2.175162E+06, 2.198432E+06, 2.221843E+06, 2.245394E+06, 2.269086E+06, 2.292917E+06, 2.316888E+06, 2.340998E+06, 2.365247E+06, 2.389636E+06, 2.414164E+06, 2.438830E+06, 2.463635E+06, 2.488577E+06, 2.513658E+06, 2.538876E+06, 2.564232E+06, 2.589725E+06, 2.615355E+06, 2.641121E+06, 2.667024E+06, 2.693063E+06, 2.719237E+06, 2.745547E+06, 2.771992E+06, 2.798573E+06, 2.825287E+06, 2.852136E+06, 2.879119E+06, 2.906236E+06, 2.933486E+06, 2.960869E+06, 2.988385E+06, 3.016033E+06, 3.043814E+06, 3.071726E+06, 3.099769E+06, 3.127943E+06, 3.156248E+06, 3.184684E+06, 3.213249E+06, 3.241944E+06, 3.270768E+06, 3.299721E+06, 3.328803E+06, 3.358012E+06, 3.387350E+06, 3.416815E+06, 3.446406E+06, 3.476125E+06, 3.505969E+06, 3.535940E+06, 3.566036E+06, 3.596257E+06, 3.626603E+06, 3.657073E+06, 3.687666E+06, 3.718384E+06, 3.749224E+06, 3.780187E+06, 3.811272E+06, 3.842479E+06, 3.873807E+06, 3.905256E+06, 3.936826E+06, 3.968516E+06, 4.000325E+06, 4.032254E+06, 4.064302E+06, 4.096468E+06, 4.128752E+06, 4.161153E+06, 4.193672E+06, 4.226307E+06, 4.259058E+06, 4.291926E+06, 4.324908E+06, 4.358006E+06, 4.391217E+06, 4.424543E+06, 4.457982E+06, 4.491535E+06, 4.525200E+06, 4.558977E+06, 4.592866E+06, 4.626866E+06, 4.660977E+06, 4.695199E+06, 4.729530E+06, 4.763971E+06, 4.798520E+06, 4.833178E+06, 4.867944E+06, 4.902818E+06, 4.937799E+06, 4.972887E+06, 5.008080E+06, 5.043380E+06, 5.078784E+06, 5.114294E+06, 5.149907E+06, 5.185625E+06, 5.221446E+06, 5.257369E+06, 5.293396E+06, 5.329524E+06, 5.365753E+06, 5.402084E+06, 5.438515E+06, 5.475046E+06, 5.511677E+06, 5.548407E+06, 5.585236E+06, 5.622162E+06, 5.659187E+06, 5.696308E+06, 5.733527E+06, 5.770841E+06, 5.808252E+06, 5.845757E+06, 5.883358E+06, 5.921053E+06, 5.958842E+06, 5.996724E+06, 6.034699E+06, 6.072767E+06, 6.110926E+06, 6.149177E+06, 6.187520E+06, 6.225952E+06, 6.264475E+06, 6.303088E+06, 6.341789E+06, 6.380579E+06, 6.419458E+06, 6.458424E+06, 6.497478E+06, 6.536618E+06, 6.575844E+06, 6.615157E+06, 6.654554E+06, 6.694037E+06, 6.733604E+06, 6.773255E+06, 6.812990E+06, 6.852807E+06, 6.892708E+06, 6.932690E+06, 6.972754E+06, 7.012899E+06, 7.053125E+06, 7.093431E+06, 7.133816E+06, 7.174282E+06, 7.214826E+06, 7.255448E+06, 7.296148E+06, 7.336926E+06, 7.377781E+06, 7.418712E+06, 7.459719E+06, 7.500802E+06, 7.541961E+06, 7.583194E+06, 7.624501E+06, 7.665882E+06, 7.707336E+06, 7.748864E+06, 7.790463E+06, 7.832135E+06, 7.873879E+06, 7.915693E+06, 7.957578E+06, 7.999534E+06, 8.041559E+06, 8.083654E+06, 8.125817E+06, 8.168049E+06, 8.210349E+06, 8.252716E+06, 8.295151E+06, 8.337652E+06, 8.380220E+06, 8.422853E+06, 8.465552E+06, 8.508316E+06, 8.551144E+06, 8.594036E+06, 8.636993E+06, 8.680012E+06, 8.723094E+06, 8.766238E+06, 8.809445E+06, 8.852713E+06, 8.896042E+06, 8.939432E+06, 8.982882E+06, ]) # ============================ M = 4, I = 2 ============================ M = 4 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.222765E+01, 1.015679E+02, 2.011218E+02, 3.007066E+02, 4.003161E+02, 4.999492E+02, 5.996065E+02, 6.992945E+02, 7.990374E+02, 8.988927E+02, 9.989652E+02, 1.099412E+03, 1.200442E+03, 1.302300E+03, 1.405262E+03, 1.509620E+03, 1.615671E+03, 1.723709E+03, 1.834022E+03, 1.946887E+03, 2.062569E+03, 2.181320E+03, 2.303380E+03, 2.428977E+03, 2.558331E+03, 2.691651E+03, 2.829140E+03, 2.970992E+03, 3.117401E+03, 3.268551E+03, 3.424627E+03, 3.585810E+03, 3.752280E+03, 3.924217E+03, 4.101798E+03, 4.285203E+03, 4.474610E+03, 4.670201E+03, 4.872157E+03, 5.080660E+03, 5.295897E+03, 5.518054E+03, 5.747321E+03, 5.983889E+03, 6.227952E+03, 6.479709E+03, 6.739359E+03, 7.007105E+03, 7.283152E+03, 7.567711E+03, 7.860994E+03, 8.163217E+03, 8.474598E+03, 8.795360E+03, 9.125730E+03, 9.465938E+03, 9.816216E+03, 1.017680E+04, 1.054794E+04, 1.092987E+04, 1.132284E+04, 1.172710E+04, 1.214292E+04, 1.257055E+04, 1.301025E+04, 1.346229E+04, 1.392695E+04, 1.440451E+04, 1.489523E+04, 1.539942E+04, 1.591734E+04, 1.644931E+04, 1.699562E+04, 1.755656E+04, 1.813245E+04, 1.872360E+04, 1.933031E+04, 1.995292E+04, 2.059174E+04, 2.124710E+04, 2.191933E+04, 2.260878E+04, 2.331578E+04, 2.404068E+04, 2.478383E+04, 2.554560E+04, 2.632633E+04, 2.712640E+04, 2.794617E+04, 2.878602E+04, 2.964634E+04, 3.052750E+04, 3.142989E+04, 3.235392E+04, 3.329997E+04, 3.426846E+04, 3.525980E+04, 3.627440E+04, 3.731268E+04, 3.837507E+04, 3.946199E+04, 4.057389E+04, 4.171120E+04, 4.287437E+04, 4.406385E+04, 4.528011E+04, 4.652359E+04, 4.779478E+04, 4.909414E+04, 5.042215E+04, 5.177930E+04, 5.316608E+04, 5.458298E+04, 5.603051E+04, 5.750917E+04, 5.901947E+04, 6.056193E+04, 6.213708E+04, 6.374545E+04, 6.538757E+04, 6.706399E+04, 6.877525E+04, 7.052190E+04, 7.230451E+04, 7.412364E+04, 7.597986E+04, 7.787375E+04, 7.980590E+04, 8.177689E+04, 8.378732E+04, 8.583780E+04, 8.792892E+04, 9.006131E+04, 9.223559E+04, 9.445238E+04, 9.671232E+04, 9.901605E+04, 1.013642E+05, 1.037575E+05, 1.061965E+05, 1.086819E+05, 1.112144E+05, 1.137947E+05, 1.164234E+05, 1.191013E+05, 1.218290E+05, 1.246073E+05, 1.274368E+05, 1.303184E+05, 1.332526E+05, 1.362403E+05, 1.392821E+05, 1.423790E+05, 1.455315E+05, 1.487404E+05, 1.520066E+05, 1.553308E+05, 1.587137E+05, 1.621562E+05, 1.656591E+05, 1.692232E+05, 1.728492E+05, 1.765380E+05, 1.802905E+05, 1.841075E+05, 1.879897E+05, 1.919381E+05, 1.959535E+05, 2.000368E+05, 2.041888E+05, 2.084104E+05, 2.127026E+05, 2.170661E+05, 2.215020E+05, 2.260111E+05, 2.305943E+05, 2.352526E+05, 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2.295330E+06, 2.325085E+06, 2.355151E+06, 2.385530E+06, 2.416224E+06, 2.447235E+06, 2.478567E+06, 2.510222E+06, 2.542202E+06, 2.574509E+06, 2.607147E+06, 2.640118E+06, 2.673424E+06, 2.707069E+06, 2.741054E+06, 2.775382E+06, 2.810056E+06, 2.845079E+06, 2.880452E+06, 2.916180E+06, 2.952264E+06, 2.988708E+06, 3.025513E+06, 3.062683E+06, 3.100220E+06, 3.138127E+06, 3.176408E+06, 3.215064E+06, 3.254098E+06, 3.293514E+06, 3.333313E+06, 3.373500E+06, 3.414076E+06, 3.455045E+06, 3.496410E+06, 3.538172E+06, 3.580337E+06, 3.622905E+06, 3.665880E+06, 3.709266E+06, 3.753065E+06, 3.797280E+06, 3.841913E+06, 3.886969E+06, 3.932450E+06, 3.978359E+06, 4.024699E+06, 4.071473E+06, 4.118685E+06, 4.166337E+06, 4.214432E+06, 4.262975E+06, 4.311966E+06, 4.361411E+06, 4.411312E+06, 4.461673E+06, 4.512495E+06, 4.563784E+06, 4.615541E+06, 4.667771E+06, 4.720476E+06, 4.773660E+06, 4.827325E+06, 4.881476E+06, 4.936116E+06, 4.991248E+06, 5.046875E+06, 5.103001E+06, 5.159629E+06, 5.216762E+06, 5.274405E+06, 5.332559E+06, 5.391230E+06, 5.450420E+06, 5.510132E+06, 5.570371E+06, 5.631140E+06, 5.692442E+06, 5.754281E+06, 5.816660E+06, 5.879583E+06, 5.943054E+06, 6.007076E+06, 6.071653E+06, 6.136788E+06, 6.202486E+06, 6.268749E+06, 6.335581E+06, 6.402987E+06, 6.470970E+06, 6.539534E+06, 6.608682E+06, 6.678418E+06, 6.748746E+06, 6.819670E+06, 6.891193E+06, 6.963320E+06, 7.036054E+06, 7.109400E+06, 7.183360E+06, 7.257940E+06, 7.333142E+06, 7.408972E+06, 7.485432E+06, 7.562527E+06, 7.640261E+06, 7.718638E+06, 7.797661E+06, 7.877335E+06, 7.957665E+06, 8.038653E+06, 8.120304E+06, 8.202623E+06, 8.285613E+06, 8.369279E+06, 8.453624E+06, 8.538653E+06, 8.624370E+06, 8.710780E+06, 8.797886E+06, 8.885692E+06, 8.974204E+06, 9.063426E+06, 9.153360E+06, 9.244013E+06, 9.335389E+06, 9.427491E+06, 9.520324E+06, 9.613892E+06, 9.708201E+06, 9.803253E+06, 9.899055E+06, 9.995610E+06, 1.009292E+07, 1.019100E+07, 1.028984E+07, 1.038945E+07, 1.048984E+07, 1.059101E+07, 1.069296E+07, 1.079571E+07, 1.089925E+07, 1.100358E+07, 1.110872E+07, 1.121467E+07, 1.132144E+07, 1.142902E+07, 1.153742E+07, 1.164665E+07, 1.175671E+07, 1.186761E+07, 1.197935E+07, 1.209194E+07, 1.220538E+07, 1.231967E+07, 1.243483E+07, 1.255085E+07, 1.266775E+07, 1.278552E+07, 1.290417E+07, 1.302370E+07, 1.314413E+07, 1.326546E+07, 1.338768E+07, 1.351081E+07, 1.363486E+07, 1.375982E+07, 1.388570E+07, 1.401250E+07, 1.414024E+07, 1.426892E+07, 1.439854E+07, 1.452910E+07, 1.466062E+07, 1.479310E+07, 1.492654E+07, 1.506095E+07, 1.519633E+07, 1.533270E+07, 1.547004E+07, 1.560838E+07, 1.574771E+07, ]) # ============================ M = 4, I = 3 ============================ M = 4 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.256432E+01, 1.050397E+02, 2.080675E+02, 3.111266E+02, 4.142112E+02, 5.173201E+02, 6.204538E+02, 7.236178E+02, 8.268336E+02, 9.301535E+02, 1.033675E+03, 1.137547E+03, 1.241969E+03, 1.347182E+03, 1.453455E+03, 1.561078E+03, 1.670348E+03, 1.781563E+03, 1.895012E+03, 2.010979E+03, 2.129734E+03, 2.251535E+03, 2.376628E+03, 2.505250E+03, 2.637625E+03, 2.773970E+03, 2.914492E+03, 3.059395E+03, 3.208875E+03, 3.363124E+03, 3.522331E+03, 3.686683E+03, 3.856363E+03, 4.031555E+03, 4.212441E+03, 4.399205E+03, 4.592030E+03, 4.791098E+03, 4.996595E+03, 5.208707E+03, 5.427621E+03, 5.653529E+03, 5.886621E+03, 6.127092E+03, 6.375138E+03, 6.630959E+03, 6.894758E+03, 7.166739E+03, 7.447109E+03, 7.736081E+03, 8.033869E+03, 8.340690E+03, 8.656764E+03, 8.982318E+03, 9.317577E+03, 9.662775E+03, 1.001815E+04, 1.038393E+04, 1.076036E+04, 1.114770E+04, 1.154618E+04, 1.195607E+04, 1.237762E+04, 1.281110E+04, 1.325676E+04, 1.371488E+04, 1.418573E+04, 1.466960E+04, 1.516675E+04, 1.567749E+04, 1.620209E+04, 1.674086E+04, 1.729409E+04, 1.786208E+04, 1.844515E+04, 1.904360E+04, 1.965775E+04, 2.028792E+04, 2.093445E+04, 2.159765E+04, 2.227785E+04, 2.297542E+04, 2.369067E+04, 2.442396E+04, 2.517565E+04, 2.594610E+04, 2.673565E+04, 2.754469E+04, 2.837358E+04, 2.922271E+04, 3.009244E+04, 3.098317E+04, 3.189529E+04, 3.282920E+04, 3.378529E+04, 3.476398E+04, 3.576568E+04, 3.679079E+04, 3.783975E+04, 3.891298E+04, 4.001092E+04, 4.113399E+04, 4.228265E+04, 4.345734E+04, 4.465851E+04, 4.588663E+04, 4.714215E+04, 4.842555E+04, 4.973730E+04, 5.107789E+04, 5.244779E+04, 5.384750E+04, 5.527752E+04, 5.673835E+04, 5.823050E+04, 5.975448E+04, 6.131082E+04, 6.290003E+04, 6.452265E+04, 6.617922E+04, 6.787028E+04, 6.959638E+04, 7.135808E+04, 7.315593E+04, 7.499051E+04, 7.686238E+04, 7.877212E+04, 8.072034E+04, 8.270760E+04, 8.473451E+04, 8.680168E+04, 8.890971E+04, 9.105922E+04, 9.325084E+04, 9.548518E+04, 9.776290E+04, 1.000846E+05, 1.024510E+05, 1.048627E+05, 1.073204E+05, 1.098247E+05, 1.123763E+05, 1.149760E+05, 1.176243E+05, 1.203220E+05, 1.230698E+05, 1.258683E+05, 1.287184E+05, 1.316207E+05, 1.345760E+05, 1.375849E+05, 1.406483E+05, 1.437668E+05, 1.469413E+05, 1.501725E+05, 1.534612E+05, 1.568081E+05, 1.602140E+05, 1.636798E+05, 1.672062E+05, 1.707940E+05, 1.744441E+05, 1.781572E+05, 1.819343E+05, 1.857760E+05, 1.896833E+05, 1.936571E+05, 1.976981E+05, 2.018073E+05, 2.059855E+05, 2.102336E+05, 2.145524E+05, 2.189430E+05, 2.234061E+05, 2.279428E+05, 2.325538E+05, 2.372402E+05, 2.420029E+05, 2.468428E+05, 2.517608E+05, 2.567580E+05, 2.618353E+05, 2.669937E+05, 2.722341E+05, 2.775575E+05, 2.829650E+05, 2.884575E+05, 2.940361E+05, 2.997018E+05, 3.054556E+05, 3.112985E+05, 3.172317E+05, 3.232561E+05, 3.293729E+05, 3.355830E+05, 3.418876E+05, 3.482878E+05, 3.547847E+05, 3.613793E+05, 3.680728E+05, 3.748664E+05, 3.817611E+05, 3.887581E+05, 3.958585E+05, 4.030635E+05, 4.103743E+05, 4.177921E+05, 4.253180E+05, 4.329532E+05, 4.406989E+05, 4.485564E+05, 4.565268E+05, 4.646115E+05, 4.728115E+05, 4.811283E+05, 4.895630E+05, 4.981170E+05, 5.067914E+05, 5.155875E+05, 5.245068E+05, 5.335504E+05, 5.427198E+05, 5.520161E+05, 5.614408E+05, 5.709952E+05, 5.806806E+05, 5.904984E+05, 6.004500E+05, 6.105367E+05, 6.207600E+05, 6.311213E+05, 6.416218E+05, 6.522632E+05, 6.630468E+05, 6.739740E+05, 6.850463E+05, 6.962652E+05, 7.076321E+05, 7.191485E+05, 7.308159E+05, 7.426357E+05, 7.546096E+05, 7.667390E+05, 7.790255E+05, 7.914705E+05, 8.040757E+05, 8.168426E+05, 8.297727E+05, 8.428677E+05, 8.561292E+05, 8.695587E+05, 8.831578E+05, 8.969282E+05, 9.108716E+05, 9.249895E+05, 9.392837E+05, 9.537557E+05, 9.684073E+05, 9.832401E+05, 9.982558E+05, 1.013456E+06, 1.028843E+06, 1.044418E+06, 1.060183E+06, 1.076139E+06, 1.092289E+06, 1.108634E+06, 1.125175E+06, 1.141916E+06, 1.158857E+06, 1.176000E+06, 1.193347E+06, 1.210901E+06, 1.228662E+06, 1.246633E+06, 1.264816E+06, 1.283212E+06, 1.301824E+06, 1.320653E+06, 1.339701E+06, 1.358970E+06, 1.378462E+06, 1.398180E+06, 1.418124E+06, 1.438297E+06, 1.458702E+06, 1.479339E+06, 1.500211E+06, 1.521321E+06, 1.542669E+06, 1.564259E+06, 1.586091E+06, 1.608169E+06, 1.630495E+06, 1.653069E+06, 1.675896E+06, 1.698976E+06, 1.722311E+06, 1.745905E+06, 1.769759E+06, 1.793875E+06, 1.818256E+06, 1.842903E+06, 1.867819E+06, 1.893006E+06, 1.918466E+06, 1.944202E+06, 1.970216E+06, 1.996510E+06, 2.023087E+06, 2.049948E+06, 2.077096E+06, 2.104533E+06, 2.132262E+06, 2.160285E+06, 2.188604E+06, 2.217222E+06, 2.246141E+06, 2.275364E+06, 2.304892E+06, 2.334729E+06, 2.364876E+06, 2.395337E+06, 2.426114E+06, 2.457208E+06, 2.488624E+06, 2.520362E+06, 2.552426E+06, 2.584819E+06, 2.617542E+06, 2.650598E+06, 2.683990E+06, 2.717721E+06, 2.751793E+06, 2.786209E+06, 2.820970E+06, 2.856081E+06, 2.891544E+06, 2.927360E+06, 2.963534E+06, 3.000067E+06, 3.036962E+06, 3.074223E+06, 3.111851E+06, 3.149850E+06, 3.188222E+06, 3.226970E+06, 3.266098E+06, 3.305606E+06, 3.345500E+06, 3.385780E+06, 3.426451E+06, 3.467515E+06, 3.508975E+06, 3.550833E+06, 3.593094E+06, 3.635759E+06, 3.678831E+06, 3.722314E+06, 3.766211E+06, 3.810524E+06, 3.855256E+06, 3.900411E+06, 3.945991E+06, 3.992000E+06, 4.038440E+06, 4.085316E+06, 4.132628E+06, 4.180382E+06, 4.228579E+06, 4.277224E+06, 4.326318E+06, 4.375866E+06, 4.425871E+06, 4.476335E+06, 4.527262E+06, 4.578656E+06, 4.630518E+06, 4.682854E+06, 4.735665E+06, 4.788955E+06, 4.842728E+06, 4.896986E+06, 4.951733E+06, 5.006973E+06, 5.062709E+06, 5.118943E+06, 5.175680E+06, 5.232924E+06, 5.290676E+06, 5.348941E+06, 5.407723E+06, 5.467024E+06, 5.526848E+06, 5.587199E+06, 5.648080E+06, 5.709494E+06, 5.771446E+06, 5.833939E+06, 5.896976E+06, 5.960561E+06, 6.024698E+06, 6.089390E+06, 6.154641E+06, 6.220454E+06, 6.286833E+06, 6.353782E+06, 6.421305E+06, 6.489405E+06, 6.558086E+06, 6.627352E+06, 6.697207E+06, 6.767654E+06, 6.838697E+06, 6.910340E+06, 6.982586E+06, 7.055441E+06, 7.128907E+06, 7.202988E+06, 7.277689E+06, 7.353013E+06, 7.428965E+06, 7.505547E+06, 7.582765E+06, 7.660622E+06, 7.739122E+06, 7.818269E+06, 7.898067E+06, 7.978520E+06, 8.059634E+06, 8.141410E+06, 8.223854E+06, 8.306970E+06, 8.390761E+06, 8.475232E+06, 8.560388E+06, 8.646232E+06, 8.732769E+06, 8.820003E+06, 8.907937E+06, 8.996577E+06, 9.085927E+06, 9.175991E+06, 9.266773E+06, 9.358277E+06, 9.450509E+06, 9.543472E+06, 9.637171E+06, 9.731610E+06, 9.826793E+06, 9.922726E+06, 1.001941E+07, 1.011686E+07, 1.021506E+07, 1.031404E+07, 1.041378E+07, 1.051430E+07, 1.061561E+07, 1.071769E+07, 1.082057E+07, 1.092424E+07, 1.102872E+07, 1.113399E+07, 1.124007E+07, 1.134697E+07, 1.145469E+07, 1.156322E+07, 1.167259E+07, 1.178279E+07, 1.189382E+07, 1.200570E+07, 1.211842E+07, 1.223200E+07, 1.234643E+07, 1.246173E+07, 1.257789E+07, 1.269492E+07, 1.281282E+07, 1.293161E+07, 1.305129E+07, 1.317185E+07, 1.329332E+07, 1.341568E+07, 1.353895E+07, 1.366313E+07, 1.378823E+07, 1.391425E+07, 1.404120E+07, 1.416908E+07, 1.429789E+07, 1.442765E+07, 1.455836E+07, 1.469002E+07, 1.482264E+07, 1.495622E+07, 1.509077E+07, 1.522629E+07, 1.536279E+07, 1.550028E+07, 1.563876E+07, 1.577824E+07, ]) # ============================ M = 4, I = 4 ============================ M = 4 I = 4 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.919864E+01, 1.611838E+02, 3.193518E+02, 4.775675E+02, 6.358222E+02, 7.941142E+02, 9.524442E+02, 1.110821E+03, 1.269278E+03, 1.427897E+03, 1.586830E+03, 1.746306E+03, 1.906636E+03, 2.068189E+03, 2.231386E+03, 2.396671E+03, 2.564504E+03, 2.735343E+03, 2.909637E+03, 3.087823E+03, 3.270318E+03, 3.457522E+03, 3.649817E+03, 3.847567E+03, 4.051122E+03, 4.260818E+03, 4.476979E+03, 4.699920E+03, 4.929946E+03, 5.167356E+03, 5.412446E+03, 5.665505E+03, 5.926820E+03, 6.196678E+03, 6.475363E+03, 6.763159E+03, 7.060351E+03, 7.367227E+03, 7.684073E+03, 8.011180E+03, 8.348840E+03, 8.697348E+03, 9.057004E+03, 9.428110E+03, 9.810971E+03, 1.020590E+04, 1.061321E+04, 1.103321E+04, 1.146624E+04, 1.191262E+04, 1.237268E+04, 1.284677E+04, 1.333522E+04, 1.383839E+04, 1.435662E+04, 1.489028E+04, 1.543974E+04, 1.600536E+04, 1.658752E+04, 1.718660E+04, 1.780300E+04, 1.843710E+04, 1.908931E+04, 1.976004E+04, 2.044969E+04, 2.115868E+04, 2.188745E+04, 2.263642E+04, 2.340603E+04, 2.419672E+04, 2.500896E+04, 2.584319E+04, 2.669987E+04, 2.757949E+04, 2.848252E+04, 2.940944E+04, 3.036075E+04, 3.133694E+04, 3.233852E+04, 3.336601E+04, 3.441992E+04, 3.550077E+04, 3.660911E+04, 3.774548E+04, 3.891041E+04, 4.010448E+04, 4.132824E+04, 4.258226E+04, 4.386713E+04, 4.518342E+04, 4.653173E+04, 4.791267E+04, 4.932683E+04, 5.077484E+04, 5.225733E+04, 5.377492E+04, 5.532825E+04, 5.691797E+04, 5.854474E+04, 6.020923E+04, 6.191209E+04, 6.365403E+04, 6.543571E+04, 6.725785E+04, 6.912113E+04, 7.102629E+04, 7.297404E+04, 7.496511E+04, 7.700024E+04, 7.908018E+04, 8.120568E+04, 8.337751E+04, 8.559644E+04, 8.786326E+04, 9.017875E+04, 9.254372E+04, 9.495897E+04, 9.742533E+04, 9.994361E+04, 1.025147E+05, 1.051393E+05, 1.078184E+05, 1.105529E+05, 1.133436E+05, 1.161913E+05, 1.190970E+05, 1.220616E+05, 1.250860E+05, 1.281711E+05, 1.313179E+05, 1.345272E+05, 1.378000E+05, 1.411374E+05, 1.445402E+05, 1.480094E+05, 1.515460E+05, 1.551511E+05, 1.588256E+05, 1.625706E+05, 1.663870E+05, 1.702760E+05, 1.742385E+05, 1.782757E+05, 1.823886E+05, 1.865782E+05, 1.908458E+05, 1.951923E+05, 1.996189E+05, 2.041266E+05, 2.087168E+05, 2.133904E+05, 2.181487E+05, 2.229928E+05, 2.279238E+05, 2.329431E+05, 2.380517E+05, 2.432509E+05, 2.485419E+05, 2.539260E+05, 2.594043E+05, 2.649782E+05, 2.706488E+05, 2.764176E+05, 2.822857E+05, 2.882545E+05, 2.943252E+05, 3.004993E+05, 3.067780E+05, 3.131627E+05, 3.196548E+05, 3.262555E+05, 3.329664E+05, 3.397888E+05, 3.467240E+05, 3.537736E+05, 3.609389E+05, 3.682214E+05, 3.756226E+05, 3.831439E+05, 3.907868E+05, 3.985527E+05, 4.064433E+05, 4.144600E+05, 4.226042E+05, 4.308777E+05, 4.392819E+05, 4.478184E+05, 4.564888E+05, 4.652947E+05, 4.742376E+05, 4.833193E+05, 4.925412E+05, 5.019052E+05, 5.114128E+05, 5.210656E+05, 5.308655E+05, 5.408140E+05, 5.509129E+05, 5.611640E+05, 5.715689E+05, 5.821294E+05, 5.928473E+05, 6.037243E+05, 6.147623E+05, 6.259630E+05, 6.373283E+05, 6.488599E+05, 6.605598E+05, 6.724298E+05, 6.844718E+05, 6.966877E+05, 7.090793E+05, 7.216486E+05, 7.343975E+05, 7.473280E+05, 7.604419E+05, 7.737414E+05, 7.872284E+05, 8.009048E+05, 8.147728E+05, 8.288343E+05, 8.430913E+05, 8.575460E+05, 8.722004E+05, 8.870566E+05, 9.021168E+05, 9.173829E+05, 9.328572E+05, 9.485419E+05, 9.644390E+05, 9.805508E+05, 9.968794E+05, 1.013427E+06, 1.030196E+06, 1.047189E+06, 1.064407E+06, 1.081853E+06, 1.099530E+06, 1.117440E+06, 1.135584E+06, 1.153966E+06, 1.172587E+06, 1.191450E+06, 1.210558E+06, 1.229913E+06, 1.249516E+06, 1.269372E+06, 1.289482E+06, 1.309848E+06, 1.330473E+06, 1.351359E+06, 1.372510E+06, 1.393928E+06, 1.415614E+06, 1.437572E+06, 1.459804E+06, 1.482314E+06, 1.505102E+06, 1.528173E+06, 1.551529E+06, 1.575172E+06, 1.599104E+06, 1.623330E+06, 1.647851E+06, 1.672671E+06, 1.697791E+06, 1.723215E+06, 1.748946E+06, 1.774986E+06, 1.801338E+06, 1.828004E+06, 1.854989E+06, 1.882294E+06, 1.909923E+06, 1.937879E+06, 1.966163E+06, 1.994780E+06, 2.023732E+06, 2.053023E+06, 2.082655E+06, 2.112631E+06, 2.142954E+06, 2.173627E+06, 2.204654E+06, 2.236037E+06, 2.267780E+06, 2.299886E+06, 2.332357E+06, 2.365197E+06, 2.398410E+06, 2.431997E+06, 2.465964E+06, 2.500312E+06, 2.535045E+06, 2.570166E+06, 2.605679E+06, 2.641586E+06, 2.677892E+06, 2.714600E+06, 2.751712E+06, 2.789233E+06, 2.827165E+06, 2.865513E+06, 2.904279E+06, 2.943467E+06, 2.983080E+06, 3.023123E+06, 3.063598E+06, 3.104509E+06, 3.145860E+06, 3.187653E+06, 3.229894E+06, 3.272585E+06, 3.315730E+06, 3.359332E+06, 3.403396E+06, 3.447925E+06, 3.492923E+06, 3.538393E+06, 3.584339E+06, 3.630766E+06, 3.677676E+06, 3.725074E+06, 3.772963E+06, 3.821348E+06, 3.870232E+06, 3.919619E+06, 3.969513E+06, 4.019918E+06, 4.070838E+06, 4.122277E+06, 4.174238E+06, 4.226727E+06, 4.279747E+06, 4.333302E+06, 4.387396E+06, 4.442033E+06, 4.497218E+06, 4.552954E+06, 4.609246E+06, 4.666097E+06, 4.723513E+06, 4.781498E+06, 4.840054E+06, 4.899188E+06, 4.958903E+06, 5.019204E+06, 5.080094E+06, 5.141579E+06, 5.203662E+06, 5.266349E+06, 5.329643E+06, 5.393548E+06, 5.458071E+06, 5.523214E+06, 5.588983E+06, 5.655381E+06, 5.722415E+06, 5.790087E+06, 5.858403E+06, 5.927368E+06, 5.996986E+06, 6.067262E+06, 6.138200E+06, 6.209805E+06, 6.282082E+06, 6.355036E+06, 6.428672E+06, 6.502993E+06, 6.578006E+06, 6.653716E+06, 6.730126E+06, 6.807242E+06, 6.885069E+06, 6.963611E+06, 7.042875E+06, 7.122864E+06, 7.203584E+06, 7.285040E+06, 7.367236E+06, 7.450179E+06, 7.533873E+06, 7.618324E+06, 7.703536E+06, 7.789514E+06, 7.876265E+06, 7.963793E+06, 8.052103E+06, 8.141201E+06, 8.231092E+06, 8.321782E+06, 8.413275E+06, 8.505578E+06, 8.598695E+06, 8.692632E+06, 8.787395E+06, 8.882989E+06, 8.979420E+06, 9.076692E+06, 9.174812E+06, 9.273786E+06, 9.373618E+06, 9.474316E+06, 9.575883E+06, 9.678326E+06, 9.781651E+06, 9.885863E+06, 9.990968E+06, 1.009697E+07, 1.020388E+07, 1.031170E+07, 1.042044E+07, 1.053010E+07, 1.064068E+07, 1.075221E+07, 1.086467E+07, 1.097808E+07, 1.109244E+07, 1.120776E+07, 1.132404E+07, 1.144129E+07, 1.155952E+07, 1.167874E+07, 1.179894E+07, 1.192014E+07, 1.204234E+07, 1.216554E+07, 1.228977E+07, 1.241501E+07, 1.254128E+07, 1.266858E+07, 1.279692E+07, 1.292631E+07, 1.305675E+07, 1.318825E+07, 1.332081E+07, 1.345445E+07, 1.358916E+07, 1.372496E+07, 1.386186E+07, 1.399985E+07, 1.413894E+07, 1.427915E+07, 1.442048E+07, 1.456293E+07, 1.470651E+07, 1.485124E+07, 1.499711E+07, 1.514413E+07, 1.529231E+07, 1.544166E+07, 1.559218E+07, 1.574388E+07, 1.589677E+07, 1.605086E+07, 1.620614E+07, 1.636264E+07, 1.652035E+07, 1.667928E+07, 1.683944E+07, 1.700085E+07, 1.716349E+07, 1.732739E+07, 1.749255E+07, 1.765897E+07, 1.782667E+07, 1.799565E+07, 1.816592E+07, 1.833748E+07, 1.851035E+07, 1.868453E+07, 1.886003E+07, 1.903686E+07, 1.921502E+07, 1.939452E+07, 1.957537E+07, 1.975757E+07, 1.994115E+07, 2.012609E+07, 2.031242E+07, 2.050013E+07, 2.068924E+07, 2.087975E+07, 2.107167E+07, 2.126502E+07, 2.145979E+07, 2.165600E+07, 2.185365E+07, 2.205275E+07, 2.225331E+07, 2.245534E+07, 2.265885E+07, 2.286384E+07, 2.307032E+07, 2.327830E+07, 2.348780E+07, 2.369880E+07, 2.391134E+07, 2.412541E+07, 2.434102E+07, 2.455818E+07, ]) # ============================ M = 4, I = 5 ============================ M = 4 I = 5 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.126775E+02, 9.412225E+02, 1.864335E+03, 2.787730E+03, 3.711353E+03, 4.635194E+03, 5.559257E+03, 6.483591E+03, 7.408383E+03, 8.334099E+03, 9.261600E+03, 1.019221E+04, 1.112770E+04, 1.207021E+04, 1.302215E+04, 1.398610E+04, 1.496471E+04, 1.596064E+04, 1.697650E+04, 1.801479E+04, 1.907796E+04, 2.016831E+04, 2.128805E+04, 2.243929E+04, 2.362406E+04, 2.484430E+04, 2.610187E+04, 2.739858E+04, 2.873621E+04, 3.011648E+04, 3.154108E+04, 3.301168E+04, 3.452994E+04, 3.609750E+04, 3.771599E+04, 3.938705E+04, 4.111232E+04, 4.289345E+04, 4.473208E+04, 4.662989E+04, 4.858855E+04, 5.060976E+04, 5.269524E+04, 5.484671E+04, 5.706596E+04, 5.935474E+04, 6.171486E+04, 6.414817E+04, 6.665651E+04, 6.924177E+04, 7.190586E+04, 7.465073E+04, 7.747834E+04, 8.039070E+04, 8.338985E+04, 8.647784E+04, 8.965677E+04, 9.292877E+04, 9.629601E+04, 9.976067E+04, 1.033250E+05, 1.069912E+05, 1.107617E+05, 1.146388E+05, 1.186247E+05, 1.227220E+05, 1.269330E+05, 1.312604E+05, 1.357064E+05, 1.402738E+05, 1.449651E+05, 1.497829E+05, 1.547299E+05, 1.598088E+05, 1.650224E+05, 1.703734E+05, 1.758646E+05, 1.814989E+05, 1.872792E+05, 1.932085E+05, 1.992897E+05, 2.055258E+05, 2.119200E+05, 2.184752E+05, 2.251947E+05, 2.320817E+05, 2.391393E+05, 2.463709E+05, 2.537797E+05, 2.613692E+05, 2.691427E+05, 2.771036E+05, 2.852555E+05, 2.936019E+05, 3.021463E+05, 3.108925E+05, 3.198440E+05, 3.290046E+05, 3.383780E+05, 3.479680E+05, 3.577786E+05, 3.678135E+05, 3.780768E+05, 3.885723E+05, 3.993043E+05, 4.102767E+05, 4.214937E+05, 4.329595E+05, 4.446783E+05, 4.566544E+05, 4.688921E+05, 4.813958E+05, 4.941699E+05, 5.072190E+05, 5.205475E+05, 5.341601E+05, 5.480613E+05, 5.622559E+05, 5.767486E+05, 5.915441E+05, 6.066474E+05, 6.220632E+05, 6.377967E+05, 6.538527E+05, 6.702363E+05, 6.869526E+05, 7.040069E+05, 7.214042E+05, 7.391499E+05, 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3.346125E+06, 3.407622E+06, 3.470030E+06, 3.533361E+06, 3.597624E+06, 3.662829E+06, 3.728988E+06, 3.796110E+06, 3.864207E+06, 3.933288E+06, 4.003366E+06, 4.074450E+06, 4.146552E+06, 4.219682E+06, 4.293852E+06, 4.369074E+06, 4.445357E+06, 4.522714E+06, 4.601157E+06, 4.680696E+06, 4.761344E+06, 4.843111E+06, 4.926010E+06, 5.010053E+06, 5.095252E+06, 5.181618E+06, 5.269164E+06, 5.357902E+06, 5.447844E+06, 5.539003E+06, 5.631391E+06, 5.725020E+06, 5.819904E+06, 5.916056E+06, 6.013486E+06, 6.112210E+06, 6.212240E+06, 6.313588E+06, 6.416268E+06, 6.520294E+06, 6.625678E+06, 6.732434E+06, 6.840576E+06, 6.950117E+06, 7.061071E+06, 7.173452E+06, 7.287273E+06, 7.402549E+06, 7.519294E+06, 7.637522E+06, 7.757246E+06, 7.878482E+06, 8.001244E+06, 8.125547E+06, 8.251405E+06, 8.378832E+06, 8.507845E+06, 8.638456E+06, 8.770683E+06, 8.904539E+06, 9.040040E+06, 9.177202E+06, 9.316039E+06, 9.456567E+06, 9.598802E+06, 9.742760E+06, 9.888455E+06, 1.003590E+07, 1.018512E+07, 1.033613E+07, 1.048894E+07, 1.064357E+07, 1.080003E+07, 1.095834E+07, 1.111853E+07, 1.128059E+07, 1.144456E+07, 1.161045E+07, 1.177827E+07, 1.194805E+07, 1.211979E+07, 1.229352E+07, 1.246926E+07, 1.264702E+07, 1.282682E+07, 1.300868E+07, 1.319261E+07, 1.337863E+07, 1.356677E+07, 1.375703E+07, 1.394944E+07, 1.414402E+07, 1.434079E+07, 1.453975E+07, 1.474094E+07, 1.494437E+07, 1.515006E+07, 1.535802E+07, 1.556828E+07, 1.578086E+07, 1.599578E+07, 1.621305E+07, 1.643270E+07, 1.665474E+07, 1.687919E+07, 1.710608E+07, 1.733542E+07, 1.756724E+07, 1.780156E+07, 1.803838E+07, 1.827774E+07, 1.851966E+07, 1.876416E+07, 1.901125E+07, 1.926096E+07, 1.951331E+07, 1.976832E+07, 2.002601E+07, 2.028640E+07, 2.054952E+07, 2.081539E+07, 2.108402E+07, 2.135544E+07, 2.162967E+07, 2.190674E+07, 2.218666E+07, 2.246946E+07, 2.275516E+07, 2.304378E+07, 2.333535E+07, 2.362989E+07, 2.392741E+07, 2.422796E+07, 2.453153E+07, 2.483817E+07, 2.514790E+07, 2.546073E+07, 2.577669E+07, 2.609580E+07, 2.641810E+07, 2.674359E+07, 2.707232E+07, 2.740429E+07, 2.773954E+07, 2.807809E+07, 2.841996E+07, 2.876518E+07, 2.911378E+07, 2.946577E+07, 2.982119E+07, 3.018006E+07, 3.054240E+07, 3.090824E+07, 3.127760E+07, 3.165052E+07, 3.202702E+07, 3.240711E+07, 3.279084E+07, 3.317822E+07, 3.356928E+07, 3.396406E+07, 3.436256E+07, 3.476483E+07, 3.517089E+07, 3.558076E+07, 3.599447E+07, 3.641206E+07, 3.683354E+07, 3.725895E+07, 3.768831E+07, 3.812165E+07, 3.855900E+07, 3.900038E+07, 3.944583E+07, 3.989537E+07, 4.034904E+07, 4.080685E+07, 4.126884E+07, 4.173504E+07, 4.220548E+07, 4.268019E+07, 4.315918E+07, 4.364251E+07, 4.413019E+07, 4.462225E+07, 4.511872E+07, 4.561964E+07, 4.612504E+07, 4.663494E+07, 4.714937E+07, 4.766837E+07, 4.819196E+07, 4.872018E+07, 4.925306E+07, 4.979063E+07, 5.033292E+07, 5.087995E+07, 5.143178E+07, 5.198841E+07, 5.254990E+07, 5.311626E+07, 5.368753E+07, 5.426375E+07, 5.484494E+07, 5.543114E+07, 5.602237E+07, 5.661869E+07, 5.722011E+07, 5.782666E+07, 5.843840E+07, 5.905533E+07, 5.967751E+07, 6.030496E+07, 6.093772E+07, 6.157582E+07, 6.221930E+07, 6.286818E+07, 6.352251E+07, 6.418232E+07, 6.484764E+07, 6.551851E+07, 6.619497E+07, 6.687704E+07, 6.756477E+07, 6.825819E+07, 6.895733E+07, 6.966224E+07, 7.037294E+07, 7.108947E+07, 7.181188E+07, 7.254019E+07, 7.327444E+07, 7.401468E+07, 7.476093E+07, 7.551324E+07, 7.627163E+07, 7.703615E+07, 7.780684E+07, 7.858374E+07, 7.936687E+07, 8.015628E+07, 8.095201E+07, 8.175410E+07, 8.256258E+07, 8.337749E+07, 8.419888E+07, 8.502677E+07, 8.586122E+07, 8.670225E+07, 8.754991E+07, 8.840424E+07, 8.926528E+07, 9.013307E+07, 9.100764E+07, 9.188905E+07, 9.277732E+07, 9.367250E+07, 9.457463E+07, 9.548375E+07, 9.639990E+07, 9.732313E+07, 9.825347E+07, 9.919096E+07, 1.001357E+08, 1.010876E+08, 1.020468E+08, 1.030134E+08, 1.039872E+08, 1.049686E+08, 1.059573E+08, 1.069536E+08, 1.079574E+08, 1.089688E+08, 1.099878E+08, 1.110144E+08, 1.120488E+08, 1.130910E+08, 1.141409E+08, 1.151987E+08, 1.162644E+08, 1.173380E+08, 1.184196E+08, 1.195092E+08, 1.206068E+08, 1.217126E+08, 1.228266E+08, 1.239487E+08, 1.250791E+08, 1.262178E+08, 1.273649E+08, 1.285203E+08, 1.296842E+08, 1.308565E+08, 1.320374E+08, 1.332268E+08, 1.344249E+08, 1.356317E+08, 1.368471E+08, 1.380714E+08, 1.393044E+08, 1.405463E+08, ]) # ============================ M = 5, I = 1 ============================ M = 5 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[9] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.011872E+00, 3.968093E+00, 7.573516E+00, 1.118591E+01, 1.480009E+01, 1.841509E+01, 2.203056E+01, 2.564639E+01, 2.926249E+01, 3.287884E+01, 3.649540E+01, 4.011217E+01, 4.372913E+01, 4.734629E+01, 5.096362E+01, 5.458114E+01, 5.819883E+01, 6.181670E+01, 6.543475E+01, 6.905297E+01, 7.267137E+01, 7.628995E+01, 7.990872E+01, 8.352769E+01, 8.714687E+01, 9.076628E+01, 9.438597E+01, 9.800596E+01, 1.016263E+02, 1.052471E+02, 1.088684E+02, 1.124903E+02, 1.161130E+02, 1.197365E+02, 1.233610E+02, 1.269867E+02, 1.306138E+02, 1.342425E+02, 1.378730E+02, 1.415056E+02, 1.451405E+02, 1.487781E+02, 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1.192753E+04, 1.195321E+04, 1.197891E+04, 1.200465E+04, 1.203042E+04, 1.205621E+04, 1.208204E+04, ]) # ============================ M = 5, I = 2 ============================ M = 5 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[9] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.030286E+00, 8.267022E+00, 1.581148E+01, 2.336923E+01, 3.093044E+01, 3.849322E+01, 4.605695E+01, 5.362138E+01, 6.118637E+01, 6.875185E+01, 7.631778E+01, 8.388413E+01, 9.145088E+01, 9.901802E+01, 1.065855E+02, 1.141535E+02, 1.217217E+02, 1.292904E+02, 1.368594E+02, 1.444287E+02, 1.519985E+02, 1.595686E+02, 1.671392E+02, 1.747101E+02, 1.822815E+02, 1.898535E+02, 1.974261E+02, 2.049994E+02, 2.125736E+02, 2.201487E+02, 2.277251E+02, 2.353030E+02, 2.428826E+02, 2.504643E+02, 2.580484E+02, 2.656354E+02, 2.732257E+02, 2.808197E+02, 2.884181E+02, 2.960214E+02, 3.036302E+02, 3.112452E+02, 3.188669E+02, 3.264962E+02, 3.341338E+02, 3.417803E+02, 3.494367E+02, 3.571036E+02, 3.647819E+02, 3.724725E+02, 3.801760E+02, 3.878934E+02, 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2.219487E+04, 2.224578E+04, 2.229675E+04, 2.234779E+04, 2.239889E+04, 2.245005E+04, 2.250127E+04, 2.255255E+04, 2.260390E+04, 2.265531E+04, 2.270678E+04, 2.275832E+04, 2.280991E+04, 2.286157E+04, 2.291329E+04, 2.296507E+04, 2.301692E+04, 2.306883E+04, 2.312080E+04, 2.317283E+04, 2.322492E+04, 2.327708E+04, 2.332930E+04, 2.338158E+04, 2.343392E+04, 2.348633E+04, 2.353880E+04, 2.359133E+04, 2.364392E+04, 2.369657E+04, 2.374929E+04, 2.380207E+04, 2.385491E+04, 2.390782E+04, 2.396078E+04, 2.401381E+04, 2.406690E+04, 2.412006E+04, 2.417327E+04, 2.422655E+04, 2.427989E+04, 2.433329E+04, 2.438676E+04, 2.444028E+04, 2.449387E+04, 2.454752E+04, 2.460124E+04, 2.465502E+04, 2.470885E+04, 2.476276E+04, 2.481672E+04, 2.487074E+04, 2.492483E+04, 2.497898E+04, 2.503320E+04, 2.508747E+04, 2.514181E+04, 2.519621E+04, 2.525067E+04, 2.530519E+04, 2.535978E+04, 2.541443E+04, 2.546914E+04, 2.552392E+04, 2.557875E+04, 2.563365E+04, 2.568861E+04, 2.574363E+04, ]) # ============================ M = 5, I = 3 ============================ M = 5 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[9] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.015451E+00, 4.147875E+00, 7.934585E+00, 1.172791E+01, 1.552296E+01, 1.931880E+01, 2.311511E+01, 2.691177E+01, 3.070871E+01, 3.450589E+01, 3.830330E+01, 4.210093E+01, 4.589875E+01, 4.969677E+01, 5.349498E+01, 5.729338E+01, 6.109197E+01, 6.489073E+01, 6.868969E+01, 7.248883E+01, 7.628815E+01, 8.008767E+01, 8.388739E+01, 8.768733E+01, 9.148750E+01, 9.528795E+01, 9.908871E+01, 1.028898E+02, 1.066914E+02, 1.104934E+02, 1.142961E+02, 1.180996E+02, 1.219039E+02, 1.257093E+02, 1.295159E+02, 1.333240E+02, 1.371337E+02, 1.409454E+02, 1.447592E+02, 1.485755E+02, 1.523947E+02, 1.562169E+02, 1.600426E+02, 1.638721E+02, 1.677058E+02, 1.715441E+02, 1.753873E+02, 1.792359E+02, 1.830902E+02, 1.869507E+02, 1.908178E+02, 1.946919E+02, 1.985735E+02, 2.024629E+02, 2.063605E+02, 2.102669E+02, 2.141824E+02, 2.181074E+02, 2.220424E+02, 2.259877E+02, 2.299438E+02, 2.339111E+02, 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6.779905E+04, 6.795128E+04, 6.810370E+04, 6.825630E+04, 6.840908E+04, 6.856205E+04, 6.871520E+04, 6.886853E+04, 6.902204E+04, 6.917573E+04, 6.932961E+04, 6.948367E+04, 6.963791E+04, 6.979234E+04, 6.994694E+04, 7.010173E+04, 7.025671E+04, 7.041186E+04, 7.056720E+04, 7.072272E+04, 7.087842E+04, 7.103431E+04, 7.119037E+04, 7.134663E+04, 7.150306E+04, 7.165967E+04, 7.181647E+04, 7.197345E+04, 7.213062E+04, 7.228796E+04, 7.244549E+04, 7.260320E+04, 7.276110E+04, 7.291917E+04, 7.307743E+04, 7.323588E+04, 7.339450E+04, 7.355331E+04, 7.371230E+04, 7.387147E+04, 7.403083E+04, 7.419036E+04, 7.435009E+04, 7.450999E+04, 7.467008E+04, 7.483035E+04, 7.499080E+04, 7.515143E+04, ]) # ============================ M = 5, I = 5 ============================ M = 5 I = 5 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[9] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.039417E+00, 8.661610E+00, 1.660365E+01, 2.455829E+01, 3.251624E+01, 4.047572E+01, 4.843614E+01, 5.639726E+01, 6.435894E+01, 7.232113E+01, 8.028378E+01, 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2.551884E+04, 2.557555E+04, 2.563233E+04, 2.568917E+04, 2.574608E+04, 2.580306E+04, 2.586010E+04, 2.591721E+04, 2.597438E+04, 2.603162E+04, 2.608893E+04, 2.614630E+04, 2.620374E+04, 2.626125E+04, 2.631882E+04, 2.637646E+04, 2.643416E+04, 2.649193E+04, 2.654977E+04, 2.660767E+04, 2.666564E+04, 2.672367E+04, 2.678178E+04, 2.683994E+04, 2.689818E+04, 2.695648E+04, 2.701484E+04, 2.707328E+04, 2.713177E+04, 2.719034E+04, 2.724897E+04, 2.730767E+04, 2.736643E+04, 2.742526E+04, 2.748416E+04, 2.754312E+04, 2.760215E+04, 2.766124E+04, ]) # ============================ M = 5, I = 6 ============================ M = 5 I = 6 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[9] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.220898E+01, 5.082776E+01, 9.732970E+01, 1.439092E+02, 1.905089E+02, 2.371180E+02, 2.837327E+02, 3.303516E+02, 3.769738E+02, 4.235991E+02, 4.702271E+02, 5.168577E+02, 5.634907E+02, 6.101261E+02, 6.567639E+02, 7.034039E+02, 7.500463E+02, 7.966909E+02, 8.433378E+02, 8.899869E+02, 9.366383E+02, 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1.286369E+05, 1.289422E+05, 1.292479E+05, 1.295540E+05, 1.298605E+05, 1.301673E+05, 1.304746E+05, 1.307822E+05, 1.310902E+05, 1.313986E+05, 1.317074E+05, 1.320166E+05, 1.323261E+05, 1.326361E+05, 1.329464E+05, 1.332571E+05, 1.335682E+05, 1.338797E+05, 1.341915E+05, 1.345038E+05, 1.348164E+05, 1.351295E+05, 1.354429E+05, 1.357567E+05, 1.360708E+05, 1.363854E+05, 1.367004E+05, 1.370157E+05, 1.373314E+05, 1.376475E+05, 1.379640E+05, 1.382809E+05, 1.385982E+05, 1.389158E+05, 1.392339E+05, 1.395523E+05, 1.398711E+05, 1.401903E+05, 1.405099E+05, 1.408299E+05, 1.411502E+05, 1.414709E+05, 1.417921E+05, 1.421136E+05, 1.424355E+05, 1.427578E+05, 1.430804E+05, 1.434035E+05, 1.437269E+05, 1.440508E+05, 1.443750E+05, 1.446996E+05, 1.450246E+05, 1.453499E+05, 1.456757E+05, 1.460019E+05, 1.463284E+05, 1.466553E+05, 1.469826E+05, 1.473103E+05, 1.476384E+05, 1.479668E+05, 1.482957E+05, 1.486249E+05, 1.489545E+05, 1.492846E+05, 1.496149E+05, 1.499457E+05, 1.502769E+05, 1.506084E+05, 1.509404E+05, 1.512727E+05, 1.516054E+05, 1.519385E+05, 1.522720E+05, 1.526059E+05, 1.529401E+05, 1.532748E+05, 1.536098E+05, 1.539452E+05, 1.542810E+05, 1.546172E+05, 1.549538E+05, 1.552907E+05, 1.556281E+05, 1.559658E+05, 1.563039E+05, 1.566424E+05, 1.569813E+05, 1.573206E+05, 1.576602E+05, 1.580003E+05, 1.583407E+05, 1.586815E+05, 1.590227E+05, 1.593643E+05, 1.597063E+05, 1.600486E+05, 1.603914E+05, ]) # ============================ M = 5, I = 7 ============================ #M = 5 #I = 7 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[9] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 1.018641E+00, 4.287414E+00, 8.214728E+00, 1.214842E+01, 1.608377E+01, 2.001990E+01, # 2.395650E+01, 2.789344E+01, 3.183067E+01, 3.576815E+01, 3.970586E+01, 4.364378E+01, # 4.758192E+01, 5.152025E+01, 5.545878E+01, 5.939751E+01, 6.333642E+01, 6.727553E+01, # 7.121483E+01, 7.515432E+01, 7.909401E+01, 8.303390E+01, 8.697401E+01, 9.091434E+01, # 9.485494E+01, 9.879584E+01, 1.027371E+02, 1.066787E+02, 1.106209E+02, 1.145637E+02, # 1.185071E+02, 1.224515E+02, 1.263968E+02, 1.303434E+02, 1.342914E+02, 1.382411E+02, # 1.421927E+02, 1.461465E+02, 1.501028E+02, 1.540620E+02, 1.580244E+02, 1.619903E+02, # 1.659601E+02, 1.699343E+02, 1.739131E+02, 1.778971E+02, 1.818867E+02, 1.858823E+02, # 1.898844E+02, 1.938933E+02, 1.979096E+02, 2.019336E+02, 2.059660E+02, 2.100070E+02, # 2.140572E+02, 2.181170E+02, 2.221869E+02, 2.262673E+02, 2.303586E+02, 2.344613E+02, # 2.385758E+02, 2.427025E+02, 2.468418E+02, 2.509942E+02, 2.551601E+02, 2.593397E+02, # 2.635336E+02, 2.677421E+02, 2.719655E+02, 2.762042E+02, 2.804586E+02, 2.847290E+02, # 2.890157E+02, 2.933191E+02, 2.976394E+02, 3.019770E+02, 3.063322E+02, 3.107052E+02, # 3.150964E+02, 3.195060E+02, 3.239342E+02, 3.283814E+02, 3.328478E+02, 3.373337E+02, # 3.418391E+02, 3.463645E+02, 3.509100E+02, 3.554759E+02, 3.600623E+02, 3.646694E+02, # 3.692974E+02, 3.739466E+02, 3.786172E+02, 3.833092E+02, 3.880229E+02, 3.927584E+02, # 3.975159E+02, 4.022956E+02, 4.070976E+02, 4.119221E+02, 4.167692E+02, 4.216390E+02, # 4.265318E+02, 4.314475E+02, 4.363864E+02, 4.413486E+02, 4.463342E+02, 4.513432E+02, # 4.563759E+02, 4.614324E+02, 4.665126E+02, 4.716169E+02, 4.767451E+02, 4.818976E+02, # 4.870742E+02, 4.922752E+02, 4.975006E+02, 5.027506E+02, 5.080251E+02, 5.133243E+02, # 5.186483E+02, 5.239971E+02, 5.293708E+02, 5.347695E+02, 5.401933E+02, 5.456422E+02, # 5.511163E+02, 5.566157E+02, 5.621404E+02, 5.676905E+02, 5.732661E+02, 5.788672E+02, # 5.844938E+02, 5.901461E+02, 5.958240E+02, 6.015277E+02, 6.072572E+02, 6.130126E+02, # 6.187938E+02, 6.246010E+02, 6.304342E+02, 6.362934E+02, 6.421787E+02, 6.480901E+02, # 6.540277E+02, 6.599916E+02, 6.659816E+02, 6.719980E+02, 6.780407E+02, 6.841098E+02, # 6.902053E+02, 6.963272E+02, 7.024757E+02, 7.086506E+02, 7.148522E+02, 7.210803E+02, # 7.273350E+02, 7.336164E+02, 7.399245E+02, 7.462593E+02, 7.526209E+02, 7.590092E+02, # 7.654244E+02, 7.718664E+02, 7.783353E+02, 7.848311E+02, 7.913538E+02, 7.979035E+02, # 8.044801E+02, 8.110838E+02, 8.177145E+02, 8.243722E+02, 8.310571E+02, 8.377690E+02, # 8.445081E+02, 8.512743E+02, 8.580677E+02, 8.648884E+02, 8.717362E+02, 8.786113E+02, # 8.855137E+02, 8.924433E+02, 8.994003E+02, 9.063846E+02, 9.133963E+02, 9.204353E+02, # 9.275017E+02, 9.345956E+02, 9.417168E+02, 9.488656E+02, 9.560418E+02, 9.632455E+02, # 9.704767E+02, 9.777354E+02, 9.850217E+02, 9.923356E+02, 9.996770E+02, 1.007046E+03, # 1.014443E+03, 1.021867E+03, 1.029319E+03, 1.036798E+03, 1.044306E+03, 1.051841E+03, # 1.059403E+03, 1.066994E+03, 1.074612E+03, 1.082258E+03, 1.089932E+03, 1.097633E+03, # 1.105363E+03, 1.113120E+03, 1.120905E+03, 1.128718E+03, 1.136558E+03, 1.144427E+03, # 1.152323E+03, 1.160248E+03, 1.168200E+03, 1.176181E+03, 1.184189E+03, 1.192225E+03, # 1.200289E+03, 1.208381E+03, 1.216502E+03, 1.224650E+03, 1.232826E+03, 1.241030E+03, # 1.249263E+03, 1.257523E+03, 1.265812E+03, 1.274128E+03, 1.282473E+03, 1.290846E+03, # 1.299247E+03, 1.307676E+03, 1.316134E+03, 1.324619E+03, 1.333133E+03, 1.341675E+03, # 1.350245E+03, 1.358843E+03, 1.367470E+03, 1.376125E+03, 1.384808E+03, 1.393519E+03, # 1.402259E+03, 1.411027E+03, 1.419823E+03, 1.428648E+03, 1.437501E+03, 1.446382E+03, # 1.455292E+03, 1.464230E+03, 1.473196E+03, 1.482191E+03, 1.491214E+03, 1.500266E+03, # 1.509346E+03, 1.518455E+03, 1.527592E+03, 1.536757E+03, 1.545951E+03, 1.555173E+03, # 1.564424E+03, 1.573703E+03, 1.583011E+03, 1.592348E+03, 1.601713E+03, 1.611106E+03, # 1.620528E+03, 1.629979E+03, 1.639458E+03, 1.648966E+03, 1.658502E+03, 1.668067E+03, # 1.677661E+03, 1.687283E+03, 1.696934E+03, 1.706613E+03, 1.716321E+03, 1.726058E+03, # 1.735824E+03, 1.745618E+03, 1.755441E+03, 1.765293E+03, 1.775173E+03, 1.785082E+03, # 1.795020E+03, 1.804987E+03, 1.814982E+03, 1.825007E+03, 1.835060E+03, 1.845141E+03, # 1.855252E+03, 1.865392E+03, 1.875560E+03, 1.885757E+03, 1.895983E+03, 1.906238E+03, # 1.916521E+03, 1.926834E+03, 1.937175E+03, 1.947546E+03, 1.957945E+03, 1.968373E+03, # 1.978830E+03, 1.989317E+03, 1.999832E+03, 2.010376E+03, 2.020949E+03, 2.031551E+03, # 2.042182E+03, 2.052841E+03, 2.063530E+03, 2.074248E+03, 2.084995E+03, 2.095772E+03, # 2.106577E+03, 2.117411E+03, 2.128274E+03, 2.139167E+03, 2.150088E+03, 2.161039E+03, # 2.172018E+03, 2.183027E+03, 2.194065E+03, 2.205132E+03, 2.216228E+03, 2.227354E+03, # 2.238508E+03, 2.249692E+03, 2.260905E+03, 2.272147E+03, 2.283418E+03, 2.294719E+03, # 2.306048E+03, 2.317408E+03, 2.328796E+03, 2.340213E+03, 2.351660E+03, 2.363136E+03, # 2.374642E+03, 2.386176E+03, 2.397740E+03, 2.409334E+03, 2.420956E+03, 2.432608E+03, # 2.444290E+03, 2.456000E+03, 2.467740E+03, 2.479510E+03, 2.491309E+03, 2.503137E+03, # 2.514994E+03, 2.526882E+03, 2.538798E+03, 2.550744E+03, 2.562719E+03, 2.574724E+03, # 2.586758E+03, 2.598822E+03, 2.610915E+03, 2.623038E+03, 2.635190E+03, 2.647372E+03, # 2.659584E+03, 2.671824E+03, 2.684095E+03, 2.696395E+03, 2.708724E+03, 2.721083E+03, # 2.733472E+03, 2.745890E+03, 2.758338E+03, 2.770815E+03, 2.783322E+03, 2.795859E+03, # 2.808426E+03, 2.821022E+03, 2.833647E+03, 2.846303E+03, 2.858988E+03, 2.871702E+03, # 2.884447E+03, 2.897221E+03, 2.910025E+03, 2.922858E+03, 2.935722E+03, 2.948615E+03, # 2.961537E+03, 2.974490E+03, 2.987472E+03, 3.000484E+03, 3.013526E+03, 3.026598E+03, # 3.039700E+03, 3.052831E+03, 3.065992E+03, 3.079183E+03, 3.092404E+03, 3.105655E+03, # 3.118936E+03, 3.132246E+03, 3.145587E+03, 3.158957E+03, 3.172357E+03, 3.185788E+03, # 3.199248E+03, 3.212738E+03, 3.226258E+03, 3.239808E+03, 3.253388E+03, 3.266998E+03, # 3.280638E+03, 3.294308E+03, 3.308007E+03, 3.321737E+03, 3.335497E+03, 3.349287E+03, # 3.363107E+03, 3.376958E+03, 3.390838E+03, 3.404748E+03, 3.418688E+03, 3.432659E+03, # 3.446659E+03, 3.460690E+03, 3.474751E+03, 3.488842E+03, 3.502963E+03, 3.517114E+03, # 3.531296E+03, 3.545507E+03, 3.559749E+03, 3.574021E+03, 3.588323E+03, 3.602655E+03, # 3.617018E+03, 3.631411E+03, 3.645834E+03, 3.660287E+03, 3.674771E+03, 3.689284E+03, # 3.703829E+03, 3.718403E+03, 3.733008E+03, 3.747643E+03, 3.762308E+03, 3.777004E+03, # 3.791730E+03, 3.806486E+03, 3.821273E+03, 3.836090E+03, 3.850937E+03, 3.865815E+03, # 3.880723E+03, 3.895662E+03, 3.910631E+03, 3.925630E+03, 3.940660E+03, 3.955720E+03, # 3.970811E+03, 3.985932E+03, 4.001084E+03, 4.016266E+03, 4.031479E+03, 4.046722E+03, # 4.061996E+03, 4.077300E+03, 4.092635E+03, 4.108000E+03, 4.123396E+03, 4.138822E+03, # 4.154279E+03, 4.169766E+03, 4.185284E+03, 4.200833E+03, 4.216412E+03, 4.232022E+03, # 4.247663E+03, 4.263334E+03, 4.279035E+03, 4.294768E+03, 4.310531E+03, 4.326325E+03, # 4.342149E+03, 4.358004E+03, 4.373890E+03, 4.389806E+03, 4.405753E+03, 4.421731E+03, # 4.437740E+03, 4.453779E+03, 4.469850E+03, 4.485950E+03, 4.502082E+03, 4.518245E+03, # 4.534438E+03, 4.550662E+03, 4.566917E+03, 4.583202E+03, 4.599519E+03, 4.615866E+03, # 4.632244E+03, 4.648653E+03, 4.665093E+03, 4.681564E+03, 4.698065E+03, 4.714598E+03, # 4.731161E+03, 4.747756E+03, 4.764381E+03, 4.781037E+03, 4.797724E+03, 4.814442E+03, # 4.831191E+03, 4.847971E+03, 4.864782E+03, 4.881623E+03, 4.898496E+03, 4.915400E+03, # 4.932335E+03, 4.949301E+03, 4.966298E+03, 4.983326E+03, 5.000385E+03, 5.017475E+03, # 5.034596E+03, 5.051748E+03, 5.068931E+03, 5.086145E+03, 5.103391E+03, 5.120667E+03, # 5.137975E+03, 5.155314E+03, 5.172683E+03, 5.190084E+03, 5.207516E+03, 5.224980E+03, # 5.242474E+03, 5.260000E+03, 5.277557E+03, 5.295145E+03, 5.312764E+03, 5.330414E+03, # 5.348096E+03, 5.365809E+03, 5.383553E+03, 5.401328E+03, 5.419135E+03, 5.436972E+03, # 5.454842E+03, 5.472742E+03, 5.490674E+03, 5.508636E+03, 5.526631E+03, 5.544656E+03, # 5.562713E+03, 5.580801E+03, 5.598921E+03, 5.617072E+03, 5.635254E+03, 5.653467E+03, # 5.671712E+03, 5.689989E+03, 5.708296E+03, 5.726636E+03, 5.745006E+03, 5.763408E+03, # 5.781841E+03, 5.800306E+03, 5.818802E+03, 5.837330E+03, 5.855889E+03, 5.874480E+03, # 5.893102E+03, 5.911755E+03, 5.930440E+03, 5.949156E+03, 5.967904E+03, 5.986684E+03, # 6.005495E+03, 6.024337E+03, 6.043211E+03, 6.062117E+03, 6.081054E+03, 6.100023E+03, # 6.119023E+03, 6.138055E+03, 6.157118E+03, 6.176213E+03, 6.195340E+03, 6.214498E+03, # 6.233688E+03, 6.252909E+03, 6.272162E+03, 6.291447E+03, 6.310763E+03, 6.330111E+03, # 6.349490E+03, 6.368902E+03, 6.388345E+03, 6.407819E+03, 6.427325E+03, 6.446863E+03, # 6.466433E+03, 6.486035E+03, 6.505668E+03, 6.525332E+03, 6.545029E+03, 6.564757E+03, # 6.584517E+03, 6.604309E+03, 6.624133E+03, 6.643988E+03, 6.663875E+03, 6.683794E+03, # 6.703745E+03, 6.723727E+03, 6.743741E+03, 6.763787E+03, 6.783865E+03, 6.803975E+03, # 6.824117E+03, 6.844290E+03, 6.864495E+03, 6.884732E+03, 6.905001E+03, 6.925302E+03, # 6.945635E+03, 6.965999E+03, 6.986396E+03, 7.006824E+03, 7.027284E+03, 7.047777E+03, # 7.068301E+03, 7.088857E+03, 7.109445E+03, 7.130064E+03, 7.150716E+03, 7.171400E+03, # 7.192116E+03, 7.212863E+03, 7.233643E+03, 7.254455E+03, 7.275298E+03, 7.296174E+03, # 7.317081E+03, 7.338021E+03, 7.358993E+03, 7.379996E+03, 7.401032E+03, 7.422099E+03, # 7.443199E+03, 7.464331E+03, 7.485495E+03, 7.506690E+03, 7.527918E+03, 7.549178E+03, # 7.570470E+03, 7.591794E+03, 7.613151E+03, 7.634539E+03, 7.655959E+03, 7.677412E+03, # 7.698896E+03, 7.720413E+03, 7.741962E+03, 7.763543E+03, 7.785156E+03, 7.806801E+03, # 7.828478E+03, 7.850188E+03, 7.871929E+03, 7.893703E+03, 7.915509E+03, 7.937347E+03, # 7.959218E+03, 7.981120E+03, 8.003055E+03, 8.025022E+03, 8.047021E+03, 8.069052E+03, # 8.091116E+03, 8.113211E+03, 8.135339E+03, 8.157499E+03, 8.179692E+03, 8.201916E+03, # 8.224173E+03, 8.246462E+03, 8.268784E+03, 8.291137E+03, 8.313523E+03, 8.335941E+03, # 8.358392E+03, 8.380875E+03, 8.403390E+03, 8.425937E+03, 8.448517E+03, 8.471128E+03, # 8.493773E+03, 8.516449E+03, 8.539158E+03, 8.561899E+03, 8.584673E+03, 8.607478E+03, # 8.630317E+03, 8.653187E+03, 8.676090E+03, 8.699025E+03, 8.721993E+03, 8.744993E+03, # 8.768025E+03, 8.791089E+03, 8.814186E+03, 8.837316E+03, 8.860478E+03, 8.883672E+03, # 8.906898E+03, 8.930157E+03, 8.953448E+03, 8.976772E+03, 9.000128E+03, 9.023517E+03, # 9.046938E+03, 9.070391E+03, 9.093877E+03, 9.117395E+03, 9.140946E+03, 9.164529E+03, # 9.188144E+03, 9.211792E+03, 9.235473E+03, 9.259186E+03, 9.282931E+03, 9.306709E+03, # 9.330519E+03, 9.354362E+03, 9.378237E+03, 9.402145E+03, 9.426085E+03, 9.450058E+03, # 9.474063E+03, 9.498100E+03, 9.522171E+03, 9.546273E+03, 9.570408E+03, 9.594576E+03, # 9.618776E+03, 9.643009E+03, 9.667274E+03, 9.691572E+03, 9.715902E+03, 9.740265E+03, # 9.764660E+03, 9.789088E+03, 9.813548E+03, 9.838041E+03, 9.862566E+03, 9.887124E+03, # 9.911715E+03, 9.936338E+03, 9.960994E+03, 9.985682E+03, 1.001040E+04, 1.003516E+04, # 1.005994E+04, 1.008476E+04, 1.010961E+04, 1.013449E+04, 1.015941E+04, 1.018436E+04, # 1.020934E+04, 1.023435E+04, 1.025940E+04, 1.028448E+04, 1.030959E+04, 1.033474E+04, # 1.035991E+04, 1.038512E+04, 1.041037E+04, 1.043564E+04, 1.046095E+04, 1.048629E+04, # 1.051166E+04, 1.053706E+04, 1.056250E+04, 1.058797E+04, 1.061348E+04, 1.063901E+04, # 1.066458E+04, 1.069018E+04, 1.071581E+04, 1.074148E+04, 1.076718E+04, 1.079291E+04, # 1.081867E+04, 1.084447E+04, 1.087030E+04, 1.089616E+04, 1.092206E+04, 1.094799E+04, # 1.097395E+04, 1.099994E+04, 1.102596E+04, 1.105202E+04, 1.107811E+04, 1.110423E+04, # 1.113039E+04, 1.115658E+04, 1.118280E+04, 1.120905E+04, 1.123534E+04, 1.126166E+04, # 1.128801E+04, 1.131440E+04, 1.134081E+04, 1.136726E+04, 1.139375E+04, 1.142026E+04, # 1.144681E+04, 1.147339E+04, 1.150000E+04, 1.152665E+04, 1.155333E+04, 1.158004E+04, # 1.160678E+04, 1.163356E+04, 1.166037E+04, 1.168721E+04, 1.171409E+04, 1.174099E+04, # 1.176793E+04, 1.179491E+04, 1.182191E+04, 1.184895E+04, 1.187602E+04, 1.190313E+04, # 1.193026E+04, 1.195743E+04, 1.198463E+04, 1.201187E+04, 1.203913E+04, 1.206643E+04, # 1.209377E+04, 1.212113E+04, 1.214853E+04, 1.217596E+04, 1.220342E+04, 1.223092E+04, # 1.225845E+04, 1.228601E+04, 1.231360E+04, 1.234123E+04, 1.236889E+04, 1.239658E+04, # 1.242431E+04, 1.245206E+04, 1.247985E+04, 1.250768E+04, 1.253553E+04, 1.256342E+04, # 1.259134E+04, 1.261929E+04, 1.264728E+04, 1.267530E+04, 1.270335E+04, 1.273144E+04, # 1.275955E+04, 1.278770E+04, 1.281589E+04, 1.284410E+04, 1.287235E+04, 1.290063E+04, # 1.292894E+04, 1.295729E+04, 1.298567E+04, 1.301408E+04, 1.304252E+04, 1.307100E+04, # 1.309951E+04, 1.312805E+04, 1.315662E+04, 1.318523E+04, 1.321387E+04, 1.324254E+04, # 1.327125E+04, 1.329999E+04, 1.332876E+04, 1.335756E+04, 1.338640E+04, 1.341527E+04, # 1.344417E+04, 1.347310E+04, 1.350207E+04, 1.353107E+04, 1.356010E+04, 1.358917E+04, # 1.361826E+04, #]) # ============================ M = 5, I = 8 ============================ #M = 5 #I = 8 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[9] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 1.024263E+00, 4.501758E+00, 8.644905E+00, 1.279408E+01, 1.694486E+01, 2.109639E+01, # 2.524838E+01, 2.940072E+01, 3.355335E+01, 3.770623E+01, 4.185935E+01, 4.601270E+01, # 5.016626E+01, 5.432003E+01, 5.847401E+01, 6.262819E+01, 6.678257E+01, 7.093716E+01, # 7.509194E+01, 7.924693E+01, 8.340213E+01, 8.755755E+01, 9.171321E+01, 9.586913E+01, # 1.000254E+02, 1.041819E+02, 1.083389E+02, 1.124964E+02, 1.166545E+02, 1.208133E+02, # 1.249731E+02, 1.291339E+02, 1.332960E+02, 1.374595E+02, 1.416249E+02, 1.457923E+02, # 1.499621E+02, 1.541346E+02, 1.583101E+02, 1.624891E+02, 1.666720E+02, 1.708591E+02, # 1.750509E+02, 1.792479E+02, 1.834505E+02, 1.876593E+02, 1.918746E+02, 1.960970E+02, # 2.003270E+02, 2.045651E+02, 2.088118E+02, 2.130675E+02, 2.173329E+02, 2.216084E+02, # 2.258944E+02, 2.301916E+02, 2.345004E+02, 2.388212E+02, 2.431546E+02, 2.475010E+02, # 2.518609E+02, 2.562347E+02, 2.606229E+02, 2.650259E+02, 2.694442E+02, 2.738782E+02, # 2.783282E+02, 2.827947E+02, 2.872781E+02, 2.917787E+02, 2.962969E+02, 3.008331E+02, # 3.053877E+02, 3.099609E+02, 3.145531E+02, 3.191646E+02, 3.237958E+02, 3.284468E+02, # 3.331182E+02, 3.378100E+02, 3.425226E+02, 3.472563E+02, 3.520113E+02, 3.567879E+02, # 3.615863E+02, 3.664068E+02, 3.712495E+02, 3.761148E+02, 3.810028E+02, 3.859137E+02, # 3.908478E+02, 3.958052E+02, 4.007862E+02, 4.057909E+02, 4.108194E+02, 4.158720E+02, # 4.209489E+02, 4.260502E+02, 4.311760E+02, 4.363265E+02, 4.415019E+02, 4.467023E+02, # 4.519278E+02, 4.571786E+02, 4.624548E+02, 4.677566E+02, 4.730840E+02, 4.784372E+02, # 4.838163E+02, 4.892213E+02, 4.946525E+02, 5.001100E+02, 5.055937E+02, 5.111039E+02, # 5.166406E+02, 5.222039E+02, 5.277939E+02, 5.334108E+02, 5.390545E+02, 5.447252E+02, # 5.504229E+02, 5.561477E+02, 5.618998E+02, 5.676792E+02, 5.734859E+02, 5.793200E+02, # 5.851816E+02, 5.910708E+02, 5.969876E+02, 6.029321E+02, 6.089044E+02, 6.149045E+02, # 6.209324E+02, 6.269883E+02, 6.330722E+02, 6.391841E+02, 6.453241E+02, 6.514923E+02, # 6.576887E+02, 6.639133E+02, 6.701662E+02, 6.764475E+02, 6.827571E+02, 6.890952E+02, # 6.954618E+02, 7.018569E+02, 7.082806E+02, 7.147328E+02, 7.212138E+02, 7.277234E+02, # 7.342617E+02, 7.408288E+02, 7.474247E+02, 7.540495E+02, 7.607031E+02, 7.673856E+02, # 7.740971E+02, 7.808375E+02, 7.876070E+02, 7.944055E+02, 8.012330E+02, 8.080897E+02, # 8.149755E+02, 8.218905E+02, 8.288346E+02, 8.358080E+02, 8.428107E+02, 8.498426E+02, # 8.569038E+02, 8.639943E+02, 8.711142E+02, 8.782635E+02, 8.854422E+02, 8.926503E+02, # 8.998879E+02, 9.071550E+02, 9.144515E+02, 9.217777E+02, 9.291333E+02, 9.365185E+02, # 9.439334E+02, 9.513778E+02, 9.588519E+02, 9.663557E+02, 9.738891E+02, 9.814523E+02, # 9.890452E+02, 9.966678E+02, 1.004320E+03, 1.012002E+03, 1.019714E+03, 1.027456E+03, # 1.035228E+03, 1.043029E+03, 1.050861E+03, 1.058722E+03, 1.066613E+03, 1.074535E+03, # 1.082486E+03, 1.090467E+03, 1.098478E+03, 1.106519E+03, 1.114590E+03, 1.122691E+03, # 1.130822E+03, 1.138984E+03, 1.147175E+03, 1.155397E+03, 1.163648E+03, 1.171930E+03, # 1.180242E+03, 1.188584E+03, 1.196956E+03, 1.205359E+03, 1.213792E+03, 1.222254E+03, # 1.230748E+03, 1.239271E+03, 1.247825E+03, 1.256409E+03, 1.265023E+03, 1.273668E+03, # 1.282343E+03, 1.291048E+03, 1.299784E+03, 1.308550E+03, 1.317346E+03, 1.326173E+03, # 1.335031E+03, 1.343918E+03, 1.352836E+03, 1.361785E+03, 1.370764E+03, 1.379774E+03, # 1.388814E+03, 1.397885E+03, 1.406986E+03, 1.416117E+03, 1.425280E+03, 1.434472E+03, # 1.443696E+03, 1.452950E+03, 1.462234E+03, 1.471550E+03, 1.480895E+03, 1.490272E+03, # 1.499679E+03, 1.509117E+03, 1.518585E+03, 1.528084E+03, 1.537614E+03, 1.547175E+03, # 1.556766E+03, 1.566388E+03, 1.576041E+03, 1.585725E+03, 1.595439E+03, 1.605184E+03, # 1.614960E+03, 1.624767E+03, 1.634605E+03, 1.644473E+03, 1.654372E+03, 1.664303E+03, # 1.674264E+03, 1.684256E+03, 1.694278E+03, 1.704332E+03, 1.714417E+03, 1.724532E+03, # 1.734679E+03, 1.744856E+03, 1.755065E+03, 1.765304E+03, 1.775574E+03, 1.785876E+03, # 1.796208E+03, 1.806572E+03, 1.816966E+03, 1.827392E+03, 1.837848E+03, 1.848336E+03, # 1.858855E+03, 1.869404E+03, 1.879985E+03, 1.890597E+03, 1.901240E+03, 1.911915E+03, # 1.922620E+03, 1.933357E+03, 1.944124E+03, 1.954923E+03, 1.965753E+03, 1.976615E+03, # 1.987507E+03, 1.998431E+03, 2.009386E+03, 2.020372E+03, 2.031390E+03, 2.042438E+03, # 2.053519E+03, 2.064630E+03, 2.075772E+03, 2.086946E+03, 2.098152E+03, 2.109388E+03, # 2.120656E+03, 2.131955E+03, 2.143286E+03, 2.154648E+03, 2.166041E+03, 2.177466E+03, # 2.188922E+03, 2.200410E+03, 2.211929E+03, 2.223479E+03, 2.235061E+03, 2.246675E+03, # 2.258320E+03, 2.269996E+03, 2.281704E+03, 2.293443E+03, 2.305214E+03, 2.317016E+03, # 2.328850E+03, 2.340716E+03, 2.352613E+03, 2.364541E+03, 2.376502E+03, 2.388493E+03, # 2.400517E+03, 2.412572E+03, 2.424658E+03, 2.436776E+03, 2.448926E+03, 2.461108E+03, # 2.473321E+03, 2.485566E+03, 2.497842E+03, 2.510150E+03, 2.522490E+03, 2.534862E+03, # 2.547265E+03, 2.559700E+03, 2.572167E+03, 2.584666E+03, 2.597196E+03, 2.609758E+03, # 2.622352E+03, 2.634978E+03, 2.647635E+03, 2.660325E+03, 2.673046E+03, 2.685799E+03, # 2.698584E+03, 2.711401E+03, 2.724249E+03, 2.737130E+03, 2.750042E+03, 2.762986E+03, # 2.775962E+03, 2.788971E+03, 2.802011E+03, 2.815083E+03, 2.828187E+03, 2.841323E+03, # 2.854490E+03, 2.867690E+03, 2.880922E+03, 2.894186E+03, 2.907482E+03, 2.920810E+03, # 2.934170E+03, 2.947562E+03, 2.960986E+03, 2.974442E+03, 2.987930E+03, 3.001451E+03, # 3.015003E+03, 3.028588E+03, 3.042204E+03, 3.055853E+03, 3.069534E+03, 3.083247E+03, # 3.096992E+03, 3.110770E+03, 3.124579E+03, 3.138421E+03, 3.152295E+03, 3.166201E+03, # 3.180140E+03, 3.194110E+03, 3.208113E+03, 3.222149E+03, 3.236216E+03, 3.250316E+03, # 3.264448E+03, 3.278612E+03, 3.292809E+03, 3.307038E+03, 3.321299E+03, 3.335593E+03, # 3.349918E+03, 3.364277E+03, 3.378667E+03, 3.393091E+03, 3.407546E+03, 3.422034E+03, # 3.436554E+03, 3.451107E+03, 3.465692E+03, 3.480309E+03, 3.494959E+03, 3.509642E+03, # 3.524357E+03, 3.539104E+03, 3.553884E+03, 3.568697E+03, 3.583542E+03, 3.598419E+03, # 3.613329E+03, 3.628272E+03, 3.643247E+03, 3.658254E+03, 3.673295E+03, 3.688367E+03, # 3.703473E+03, 3.718611E+03, 3.733781E+03, 3.748985E+03, 3.764221E+03, 3.779489E+03, # 3.794790E+03, 3.810124E+03, 3.825491E+03, 3.840890E+03, 3.856322E+03, 3.871786E+03, # 3.887284E+03, 3.902814E+03, 3.918377E+03, 3.933972E+03, 3.949600E+03, 3.965261E+03, # 3.980955E+03, 3.996682E+03, 4.012441E+03, 4.028234E+03, 4.044059E+03, 4.059917E+03, # 4.075807E+03, 4.091731E+03, 4.107687E+03, 4.123676E+03, 4.139699E+03, 4.155754E+03, # 4.171842E+03, 4.187962E+03, 4.204116E+03, 4.220303E+03, 4.236523E+03, 4.252775E+03, # 4.269061E+03, 4.285379E+03, 4.301731E+03, 4.318115E+03, 4.334532E+03, 4.350983E+03, # 4.367466E+03, 4.383983E+03, 4.400532E+03, 4.417115E+03, 4.433731E+03, 4.450379E+03, # 4.467061E+03, 4.483776E+03, 4.500524E+03, 4.517305E+03, 4.534119E+03, 4.550966E+03, # 4.567847E+03, 4.584760E+03, 4.601707E+03, 4.618687E+03, 4.635700E+03, 4.652746E+03, # 4.669825E+03, 4.686938E+03, 4.704084E+03, 4.721263E+03, 4.738475E+03, 4.755720E+03, # 4.772999E+03, 4.790311E+03, 4.807656E+03, 4.825035E+03, 4.842447E+03, 4.859892E+03, # 4.877370E+03, 4.894882E+03, 4.912427E+03, 4.930005E+03, 4.947617E+03, 4.965262E+03, # 4.982940E+03, 5.000652E+03, 5.018397E+03, 5.036176E+03, 5.053988E+03, 5.071833E+03, # 5.089712E+03, 5.107624E+03, 5.125570E+03, 5.143549E+03, 5.161561E+03, 5.179607E+03, # 5.197686E+03, 5.215799E+03, 5.233946E+03, 5.252126E+03, 5.270339E+03, 5.288586E+03, # 5.306866E+03, 5.325180E+03, 5.343528E+03, 5.361909E+03, 5.380323E+03, 5.398772E+03, # 5.417253E+03, 5.435769E+03, 5.454318E+03, 5.472900E+03, 5.491516E+03, 5.510166E+03, # 5.528849E+03, 5.547566E+03, 5.566317E+03, 5.585101E+03, 5.603919E+03, 5.622771E+03, # 5.641656E+03, 5.660575E+03, 5.679528E+03, 5.698515E+03, 5.717535E+03, 5.736589E+03, # 5.755676E+03, 5.774798E+03, 5.793953E+03, 5.813142E+03, 5.832364E+03, 5.851621E+03, # 5.870911E+03, 5.890235E+03, 5.909592E+03, 5.928984E+03, 5.948409E+03, 5.967869E+03, # 5.987362E+03, 6.006889E+03, 6.026449E+03, 6.046044E+03, 6.065672E+03, 6.085335E+03, # 6.105031E+03, 6.124761E+03, 6.144525E+03, 6.164323E+03, 6.184155E+03, 6.204020E+03, # 6.223920E+03, 6.243854E+03, 6.263821E+03, 6.283823E+03, 6.303858E+03, 6.323927E+03, # 6.344031E+03, 6.364168E+03, 6.384340E+03, 6.404545E+03, 6.424784E+03, 6.445058E+03, # 6.465365E+03, 6.485707E+03, 6.506082E+03, 6.526491E+03, 6.546935E+03, 6.567413E+03, # 6.587924E+03, 6.608470E+03, 6.629050E+03, 6.649664E+03, 6.670312E+03, 6.690994E+03, # 6.711710E+03, 6.732461E+03, 6.753245E+03, 6.774064E+03, 6.794916E+03, 6.815803E+03, # 6.836724E+03, 6.857679E+03, 6.878669E+03, 6.899692E+03, 6.920750E+03, 6.941842E+03, # 6.962968E+03, 6.984128E+03, 7.005323E+03, 7.026551E+03, 7.047814E+03, 7.069112E+03, # 7.090443E+03, 7.111809E+03, 7.133208E+03, 7.154643E+03, 7.176111E+03, 7.197614E+03, # 7.219151E+03, 7.240722E+03, 7.262327E+03, 7.283967E+03, 7.305641E+03, 7.327350E+03, # 7.349092E+03, 7.370869E+03, 7.392681E+03, 7.414526E+03, 7.436407E+03, 7.458321E+03, # 7.480270E+03, 7.502253E+03, 7.524270E+03, 7.546322E+03, 7.568408E+03, 7.590529E+03, # 7.612684E+03, 7.634873E+03, 7.657097E+03, 7.679355E+03, 7.701647E+03, 7.723974E+03, # 7.746336E+03, 7.768732E+03, 7.791162E+03, 7.813627E+03, 7.836126E+03, 7.858659E+03, # 7.881227E+03, 7.903830E+03, 7.926467E+03, 7.949138E+03, 7.971844E+03, 7.994584E+03, # 8.017359E+03, 8.040169E+03, 8.063013E+03, 8.085891E+03, 8.108804E+03, 8.131751E+03, # 8.154733E+03, 8.177750E+03, 8.200801E+03, 8.223886E+03, 8.247006E+03, 8.270161E+03, # 8.293350E+03, 8.316573E+03, 8.339832E+03, 8.363125E+03, 8.386452E+03, 8.409814E+03, # 8.433210E+03, 8.456641E+03, 8.480107E+03, 8.503607E+03, 8.527142E+03, 8.550712E+03, # 8.574316E+03, 8.597955E+03, 8.621628E+03, 8.645336E+03, 8.669078E+03, 8.692856E+03, # 8.716667E+03, 8.740514E+03, 8.764395E+03, 8.788311E+03, 8.812261E+03, 8.836246E+03, # 8.860266E+03, 8.884320E+03, 8.908409E+03, 8.932533E+03, 8.956691E+03, 8.980884E+03, # 9.005112E+03, 9.029374E+03, 9.053671E+03, 9.078003E+03, 9.102369E+03, 9.126771E+03, # 9.151206E+03, 9.175677E+03, 9.200182E+03, 9.224722E+03, 9.249297E+03, 9.273906E+03, # 9.298551E+03, 9.323229E+03, 9.347943E+03, 9.372691E+03, 9.397474E+03, 9.422292E+03, # 9.447145E+03, 9.472032E+03, 9.496954E+03, 9.521911E+03, 9.546902E+03, 9.571929E+03, # 9.596990E+03, 9.622086E+03, 9.647216E+03, 9.672382E+03, 9.697582E+03, 9.722817E+03, # 9.748087E+03, 9.773391E+03, 9.798730E+03, 9.824104E+03, 9.849513E+03, 9.874957E+03, # 9.900435E+03, 9.925948E+03, 9.951496E+03, 9.977079E+03, 1.000270E+04, 1.002835E+04, # 1.005404E+04, 1.007976E+04, 1.010552E+04, 1.013131E+04, 1.015713E+04, 1.018300E+04, # 1.020889E+04, 1.023482E+04, 1.026079E+04, 1.028679E+04, 1.031282E+04, 1.033889E+04, # 1.036500E+04, 1.039114E+04, 1.041731E+04, 1.044352E+04, 1.046977E+04, 1.049605E+04, # 1.052236E+04, 1.054871E+04, 1.057509E+04, 1.060151E+04, 1.062797E+04, 1.065445E+04, # 1.068098E+04, 1.070754E+04, 1.073413E+04, 1.076076E+04, 1.078742E+04, 1.081412E+04, # 1.084085E+04, 1.086762E+04, 1.089442E+04, 1.092126E+04, 1.094813E+04, 1.097503E+04, # 1.100198E+04, 1.102895E+04, 1.105596E+04, 1.108301E+04, 1.111009E+04, 1.113721E+04, # 1.116436E+04, 1.119154E+04, 1.121876E+04, 1.124602E+04, 1.127331E+04, 1.130063E+04, # 1.132799E+04, 1.135539E+04, 1.138282E+04, 1.141028E+04, 1.143778E+04, 1.146532E+04, # 1.149289E+04, 1.152049E+04, 1.154813E+04, 1.157580E+04, 1.160351E+04, 1.163126E+04, # 1.165903E+04, 1.168685E+04, 1.171470E+04, 1.174258E+04, 1.177050E+04, 1.179845E+04, # 1.182644E+04, 1.185446E+04, 1.188252E+04, 1.191061E+04, 1.193874E+04, 1.196690E+04, # 1.199510E+04, 1.202333E+04, 1.205159E+04, 1.207990E+04, 1.210823E+04, 1.213660E+04, # 1.216501E+04, 1.219345E+04, 1.222193E+04, 1.225044E+04, 1.227898E+04, 1.230756E+04, # 1.233618E+04, 1.236483E+04, 1.239351E+04, 1.242223E+04, 1.245099E+04, 1.247978E+04, # 1.250860E+04, 1.253746E+04, 1.256636E+04, 1.259529E+04, 1.262425E+04, 1.265325E+04, # 1.268228E+04, 1.271135E+04, 1.274045E+04, 1.276959E+04, 1.279876E+04, 1.282797E+04, # 1.285722E+04, 1.288649E+04, 1.291581E+04, 1.294515E+04, 1.297453E+04, 1.300395E+04, # 1.303340E+04, 1.306289E+04, 1.309241E+04, 1.312197E+04, 1.315156E+04, 1.318118E+04, # 1.321084E+04, 1.324054E+04, 1.327027E+04, 1.330004E+04, 1.332983E+04, 1.335967E+04, # 1.338954E+04, 1.341944E+04, 1.344938E+04, 1.347936E+04, 1.350936E+04, 1.353941E+04, # 1.356949E+04, 1.359960E+04, 1.362975E+04, 1.365993E+04, 1.369015E+04, 1.372040E+04, # 1.375069E+04, 1.378101E+04, 1.381136E+04, 1.384176E+04, 1.387218E+04, 1.390264E+04, # 1.393314E+04, 1.396367E+04, 1.399423E+04, 1.402483E+04, 1.405547E+04, 1.408614E+04, # 1.411684E+04, 1.414758E+04, 1.417835E+04, 1.420916E+04, 1.424000E+04, 1.427088E+04, # 1.430179E+04, 1.433274E+04, 1.436372E+04, 1.439474E+04, 1.442579E+04, 1.445687E+04, # 1.448799E+04, 1.451915E+04, 1.455034E+04, 1.458156E+04, 1.461282E+04, 1.464412E+04, # 1.467545E+04, #]) # ============================ M = 5, I = 9 ============================ #M = 5 #I = 9 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[9] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 6.128633E+00, 2.638957E+01, 5.062329E+01, 7.489416E+01, 9.917483E+01, 1.234600E+02, # 1.477480E+02, 1.720382E+02, 1.963300E+02, 2.206233E+02, 2.449180E+02, 2.692141E+02, # 2.935114E+02, 3.178100E+02, 3.421098E+02, 3.664108E+02, 3.907129E+02, 4.150162E+02, # 4.393208E+02, 4.636265E+02, 4.879334E+02, 5.122416E+02, 5.365511E+02, 5.608621E+02, # 5.851749E+02, 6.094895E+02, 6.338065E+02, 6.581262E+02, 6.824492E+02, 7.067762E+02, # 7.311080E+02, 7.554457E+02, 7.797902E+02, 8.041429E+02, 8.285052E+02, 8.528787E+02, # 8.772651E+02, 9.016662E+02, 9.260840E+02, 9.505208E+02, 9.749786E+02, 9.994600E+02, # 1.023967E+03, 1.048503E+03, 1.073070E+03, 1.097670E+03, 1.122307E+03, 1.146984E+03, # 1.171702E+03, 1.196466E+03, 1.221277E+03, 1.246140E+03, 1.271055E+03, 1.296028E+03, # 1.321059E+03, 1.346153E+03, 1.371312E+03, 1.396539E+03, 1.421836E+03, 1.447207E+03, # 1.472653E+03, 1.498178E+03, 1.523784E+03, 1.549474E+03, 1.575250E+03, 1.601115E+03, # 1.627071E+03, 1.653120E+03, 1.679265E+03, 1.705507E+03, 1.731850E+03, 1.758294E+03, # 1.784843E+03, 1.811497E+03, 1.838260E+03, 1.865133E+03, 1.892117E+03, 1.919215E+03, # 1.946428E+03, 1.973759E+03, 2.001207E+03, 2.028776E+03, 2.056467E+03, 2.084281E+03, # 2.112219E+03, 2.140284E+03, 2.168475E+03, 2.196796E+03, 2.225246E+03, 2.253828E+03, # 2.282542E+03, 2.311390E+03, 2.340373E+03, 2.369491E+03, 2.398746E+03, 2.428139E+03, # 2.457671E+03, 2.487343E+03, 2.517156E+03, 2.547110E+03, 2.577207E+03, 2.607447E+03, # 2.637832E+03, 2.668362E+03, 2.699037E+03, 2.729860E+03, 2.760829E+03, 2.791947E+03, # 2.823213E+03, 2.854629E+03, 2.886195E+03, 2.917911E+03, 2.949779E+03, 2.981799E+03, # 3.013971E+03, 3.046296E+03, 3.078775E+03, 3.111408E+03, 3.144196E+03, 3.177138E+03, # 3.210237E+03, 3.243491E+03, 3.276902E+03, 3.310470E+03, 3.344196E+03, 3.378079E+03, # 3.412121E+03, 3.446321E+03, 3.480680E+03, 3.515199E+03, 3.549878E+03, 3.584717E+03, # 3.619716E+03, 3.654876E+03, 3.690198E+03, 3.725681E+03, 3.761326E+03, 3.797133E+03, # 3.833102E+03, 3.869235E+03, 3.905530E+03, 3.941989E+03, 3.978611E+03, 4.015397E+03, # 4.052348E+03, 4.089462E+03, 4.126742E+03, 4.164186E+03, 4.201796E+03, 4.239571E+03, # 4.277511E+03, 4.315618E+03, 4.353890E+03, 4.392329E+03, 4.430934E+03, 4.469706E+03, # 4.508645E+03, 4.547751E+03, 4.587024E+03, 4.626464E+03, 4.666073E+03, 4.705849E+03, # 4.745793E+03, 4.785906E+03, 4.826187E+03, 4.866636E+03, 4.907254E+03, 4.948041E+03, # 4.988997E+03, 5.030123E+03, 5.071417E+03, 5.112881E+03, 5.154515E+03, 5.196319E+03, # 5.238293E+03, 5.280437E+03, 5.322751E+03, 5.365235E+03, 5.407890E+03, 5.450716E+03, # 5.493712E+03, 5.536879E+03, 5.580218E+03, 5.623727E+03, 5.667408E+03, 5.711261E+03, # 5.755285E+03, 5.799480E+03, 5.843848E+03, 5.888387E+03, 5.933099E+03, 5.977982E+03, # 6.023038E+03, 6.068266E+03, 6.113667E+03, 6.159240E+03, 6.204986E+03, 6.250905E+03, # 6.296996E+03, 6.343261E+03, 6.389699E+03, 6.436310E+03, 6.483094E+03, 6.530052E+03, # 6.577183E+03, 6.624488E+03, 6.671967E+03, 6.719619E+03, 6.767446E+03, 6.815446E+03, # 6.863621E+03, 6.911969E+03, 6.960492E+03, 7.009189E+03, 7.058061E+03, 7.107108E+03, # 7.156329E+03, 7.205724E+03, 7.255295E+03, 7.305040E+03, 7.354961E+03, 7.405056E+03, # 7.455327E+03, 7.505772E+03, 7.556394E+03, 7.607190E+03, 7.658162E+03, 7.709310E+03, # 7.760633E+03, 7.812132E+03, 7.863807E+03, 7.915658E+03, 7.967684E+03, 8.019887E+03, # 8.072266E+03, 8.124821E+03, 8.177552E+03, 8.230460E+03, 8.283544E+03, 8.336805E+03, # 8.390242E+03, 8.443856E+03, 8.497647E+03, 8.551614E+03, 8.605758E+03, 8.660080E+03, # 8.714578E+03, 8.769253E+03, 8.824106E+03, 8.879136E+03, 8.934343E+03, 8.989727E+03, # 9.045289E+03, 9.101029E+03, 9.156946E+03, 9.213041E+03, 9.269313E+03, 9.325764E+03, # 9.382392E+03, 9.439198E+03, 9.496182E+03, 9.553344E+03, 9.610685E+03, 9.668204E+03, # 9.725901E+03, 9.783776E+03, 9.841830E+03, 9.900062E+03, 9.958473E+03, 1.001706E+04, # 1.007583E+04, 1.013478E+04, 1.019390E+04, 1.025321E+04, 1.031269E+04, 1.037235E+04, # 1.043220E+04, 1.049222E+04, 1.055242E+04, 1.061280E+04, 1.067336E+04, 1.073409E+04, # 1.079501E+04, 1.085611E+04, 1.091739E+04, 1.097884E+04, 1.104048E+04, 1.110230E+04, # 1.116429E+04, 1.122647E+04, 1.128882E+04, 1.135136E+04, 1.141408E+04, 1.147697E+04, # 1.154005E+04, 1.160331E+04, 1.166674E+04, 1.173036E+04, 1.179416E+04, 1.185814E+04, # 1.192230E+04, 1.198664E+04, 1.205116E+04, 1.211586E+04, 1.218075E+04, 1.224581E+04, # 1.231106E+04, 1.237648E+04, 1.244209E+04, 1.250788E+04, 1.257385E+04, 1.264000E+04, # 1.270633E+04, 1.277284E+04, 1.283954E+04, 1.290642E+04, 1.297348E+04, 1.304072E+04, # 1.310814E+04, 1.317574E+04, 1.324353E+04, 1.331150E+04, 1.337965E+04, 1.344798E+04, # 1.351649E+04, 1.358519E+04, 1.365407E+04, 1.372313E+04, 1.379237E+04, 1.386180E+04, # 1.393140E+04, 1.400120E+04, 1.407117E+04, 1.414133E+04, 1.421166E+04, 1.428219E+04, # 1.435289E+04, 1.442378E+04, 1.449485E+04, 1.456610E+04, 1.463754E+04, 1.470916E+04, # 1.478096E+04, 1.485295E+04, 1.492512E+04, 1.499747E+04, 1.507001E+04, 1.514273E+04, # 1.521563E+04, 1.528872E+04, 1.536199E+04, 1.543545E+04, 1.550909E+04, 1.558291E+04, # 1.565692E+04, 1.573111E+04, 1.580548E+04, 1.588004E+04, 1.595479E+04, 1.602971E+04, # 1.610483E+04, 1.618012E+04, 1.625560E+04, 1.633127E+04, 1.640712E+04, 1.648315E+04, # 1.655937E+04, 1.663578E+04, 1.671237E+04, 1.678914E+04, 1.686610E+04, 1.694325E+04, # 1.702057E+04, 1.709809E+04, 1.717579E+04, 1.725367E+04, 1.733174E+04, 1.741000E+04, # 1.748844E+04, 1.756706E+04, 1.764588E+04, 1.772487E+04, 1.780406E+04, 1.788343E+04, # 1.796298E+04, 1.804272E+04, 1.812265E+04, 1.820276E+04, 1.828306E+04, 1.836354E+04, # 1.844421E+04, 1.852507E+04, 1.860611E+04, 1.868734E+04, 1.876876E+04, 1.885036E+04, # 1.893215E+04, 1.901413E+04, 1.909629E+04, 1.917864E+04, 1.926117E+04, 1.934390E+04, # 1.942680E+04, 1.950990E+04, 1.959318E+04, 1.967665E+04, 1.976031E+04, 1.984416E+04, # 1.992819E+04, 2.001241E+04, 2.009681E+04, 2.018141E+04, 2.026619E+04, 2.035116E+04, # 2.043631E+04, 2.052166E+04, 2.060719E+04, 2.069291E+04, 2.077882E+04, 2.086491E+04, # 2.095120E+04, 2.103767E+04, 2.112433E+04, 2.121118E+04, 2.129821E+04, 2.138544E+04, # 2.147285E+04, 2.156045E+04, 2.164824E+04, 2.173622E+04, 2.182438E+04, 2.191274E+04, # 2.200128E+04, 2.209001E+04, 2.217893E+04, 2.226804E+04, 2.235734E+04, 2.244683E+04, # 2.253651E+04, 2.262637E+04, 2.271643E+04, 2.280667E+04, 2.289711E+04, 2.298773E+04, # 2.307854E+04, 2.316954E+04, 2.326073E+04, 2.335211E+04, 2.344368E+04, 2.353544E+04, # 2.362739E+04, 2.371953E+04, 2.381186E+04, 2.390438E+04, 2.399709E+04, 2.408999E+04, # 2.418308E+04, 2.427636E+04, 2.436983E+04, 2.446349E+04, 2.455734E+04, 2.465138E+04, # 2.474561E+04, 2.484003E+04, 2.493464E+04, 2.502945E+04, 2.512444E+04, 2.521962E+04, # 2.531500E+04, 2.541056E+04, 2.550632E+04, 2.560227E+04, 2.569841E+04, 2.579474E+04, # 2.589126E+04, 2.598797E+04, 2.608487E+04, 2.618197E+04, 2.627925E+04, 2.637673E+04, # 2.647440E+04, 2.657226E+04, 2.667031E+04, 2.676856E+04, 2.686699E+04, 2.696562E+04, # 2.706444E+04, 2.716345E+04, 2.726265E+04, 2.736204E+04, 2.746163E+04, 2.756141E+04, # 2.766138E+04, 2.776154E+04, 2.786190E+04, 2.796245E+04, 2.806319E+04, 2.816412E+04, # 2.826524E+04, 2.836656E+04, 2.846807E+04, 2.856977E+04, 2.867167E+04, 2.877376E+04, # 2.887604E+04, 2.897851E+04, 2.908118E+04, 2.918404E+04, 2.928709E+04, 2.939034E+04, # 2.949378E+04, 2.959741E+04, 2.970124E+04, 2.980525E+04, 2.990947E+04, 3.001387E+04, # 3.011847E+04, 3.022326E+04, 3.032825E+04, 3.043343E+04, 3.053880E+04, 3.064437E+04, # 3.075013E+04, 3.085609E+04, 3.096224E+04, 3.106858E+04, 3.117512E+04, 3.128185E+04, # 3.138877E+04, 3.149589E+04, 3.160321E+04, 3.171072E+04, 3.181842E+04, 3.192631E+04, # 3.203441E+04, 3.214269E+04, 3.225117E+04, 3.235985E+04, 3.246872E+04, 3.257778E+04, # 3.268704E+04, 3.279649E+04, 3.290614E+04, 3.301598E+04, 3.312602E+04, 3.323626E+04, # 3.334669E+04, 3.345731E+04, 3.356813E+04, 3.367914E+04, 3.379035E+04, 3.390176E+04, # 3.401336E+04, 3.412515E+04, 3.423714E+04, 3.434933E+04, 3.446171E+04, 3.457429E+04, # 3.468706E+04, 3.480003E+04, 3.491320E+04, 3.502656E+04, 3.514011E+04, 3.525387E+04, # 3.536782E+04, 3.548196E+04, 3.559630E+04, 3.571084E+04, 3.582557E+04, 3.594050E+04, # 3.605563E+04, 3.617095E+04, 3.628647E+04, 3.640218E+04, 3.651809E+04, 3.663420E+04, # 3.675050E+04, 3.686700E+04, 3.698370E+04, 3.710060E+04, 3.721769E+04, 3.733497E+04, # 3.745246E+04, 3.757014E+04, 3.768802E+04, 3.780609E+04, 3.792437E+04, 3.804283E+04, # 3.816150E+04, 3.828036E+04, 3.839943E+04, 3.851868E+04, 3.863814E+04, 3.875779E+04, # 3.887764E+04, 3.899769E+04, 3.911794E+04, 3.923838E+04, 3.935902E+04, 3.947986E+04, # 3.960089E+04, 3.972212E+04, 3.984356E+04, 3.996518E+04, 4.008701E+04, 4.020904E+04, # 4.033126E+04, 4.045368E+04, 4.057630E+04, 4.069911E+04, 4.082213E+04, 4.094534E+04, # 4.106875E+04, 4.119236E+04, 4.131617E+04, 4.144017E+04, 4.156438E+04, 4.168878E+04, # 4.181338E+04, 4.193818E+04, 4.206318E+04, 4.218837E+04, 4.231377E+04, 4.243936E+04, # 4.256515E+04, 4.269115E+04, 4.281734E+04, 4.294372E+04, 4.307031E+04, 4.319710E+04, # 4.332408E+04, 4.345127E+04, 4.357865E+04, 4.370623E+04, 4.383401E+04, 4.396199E+04, # 4.409017E+04, 4.421855E+04, 4.434713E+04, 4.447591E+04, 4.460488E+04, 4.473406E+04, # 4.486344E+04, 4.499301E+04, 4.512278E+04, 4.525276E+04, 4.538293E+04, 4.551330E+04, # 4.564388E+04, 4.577465E+04, 4.590562E+04, 4.603679E+04, 4.616816E+04, 4.629973E+04, # 4.643150E+04, 4.656347E+04, 4.669564E+04, 4.682801E+04, 4.696058E+04, 4.709335E+04, # 4.722632E+04, 4.735949E+04, 4.749286E+04, 4.762643E+04, 4.776021E+04, 4.789418E+04, # 4.802835E+04, 4.816272E+04, 4.829729E+04, 4.843206E+04, 4.856703E+04, 4.870221E+04, # 4.883758E+04, 4.897315E+04, 4.910893E+04, 4.924490E+04, 4.938108E+04, 4.951745E+04, # 4.965403E+04, 4.979080E+04, 4.992778E+04, 5.006496E+04, 5.020234E+04, 5.033992E+04, # 5.047770E+04, 5.061568E+04, 5.075386E+04, 5.089225E+04, 5.103083E+04, 5.116961E+04, # 5.130860E+04, 5.144779E+04, 5.158717E+04, 5.172676E+04, 5.186655E+04, 5.200654E+04, # 5.214674E+04, 5.228713E+04, 5.242772E+04, 5.256852E+04, 5.270951E+04, 5.285071E+04, # 5.299211E+04, 5.313371E+04, 5.327551E+04, 5.341752E+04, 5.355972E+04, 5.370213E+04, # 5.384474E+04, 5.398754E+04, 5.413056E+04, 5.427377E+04, 5.441718E+04, 5.456080E+04, # 5.470461E+04, 5.484863E+04, 5.499285E+04, 5.513727E+04, 5.528189E+04, 5.542672E+04, # 5.557175E+04, 5.571697E+04, 5.586240E+04, 5.600804E+04, 5.615387E+04, 5.629991E+04, # 5.644614E+04, 5.659258E+04, 5.673922E+04, 5.688607E+04, 5.703311E+04, 5.718036E+04, # 5.732781E+04, 5.747546E+04, 5.762331E+04, 5.777136E+04, 5.791962E+04, 5.806808E+04, # 5.821674E+04, 5.836560E+04, 5.851467E+04, 5.866394E+04, 5.881341E+04, 5.896308E+04, # 5.911295E+04, 5.926303E+04, 5.941331E+04, 5.956379E+04, 5.971447E+04, 5.986535E+04, # 6.001644E+04, 6.016773E+04, 6.031922E+04, 6.047092E+04, 6.062281E+04, 6.077491E+04, # 6.092721E+04, 6.107972E+04, 6.123242E+04, 6.138533E+04, 6.153844E+04, 6.169176E+04, # 6.184527E+04, 6.199899E+04, 6.215291E+04, 6.230704E+04, 6.246136E+04, 6.261589E+04, # 6.277062E+04, 6.292555E+04, 6.308069E+04, 6.323603E+04, 6.339157E+04, 6.354732E+04, # 6.370326E+04, 6.385941E+04, 6.401576E+04, 6.417232E+04, 6.432907E+04, 6.448603E+04, # 6.464320E+04, 6.480056E+04, 6.495813E+04, 6.511590E+04, 6.527387E+04, 6.543205E+04, # 6.559043E+04, 6.574901E+04, 6.590779E+04, 6.606678E+04, 6.622597E+04, 6.638536E+04, # 6.654496E+04, 6.670475E+04, 6.686476E+04, 6.702496E+04, 6.718537E+04, 6.734597E+04, # 6.750679E+04, 6.766780E+04, 6.782902E+04, 6.799044E+04, 6.815206E+04, 6.831389E+04, # 6.847592E+04, 6.863815E+04, 6.880058E+04, 6.896322E+04, 6.912606E+04, 6.928911E+04, # 6.945235E+04, 6.961580E+04, 6.977945E+04, 6.994331E+04, 7.010736E+04, 7.027162E+04, # 7.043609E+04, 7.060075E+04, 7.076562E+04, 7.093070E+04, 7.109597E+04, 7.126145E+04, # 7.142713E+04, 7.159301E+04, 7.175910E+04, 7.192539E+04, 7.209188E+04, 7.225857E+04, # 7.242547E+04, 7.259257E+04, 7.275988E+04, 7.292738E+04, 7.309509E+04, 7.326301E+04, # 7.343112E+04, 7.359944E+04, 7.376796E+04, 7.393668E+04, 7.410561E+04, 7.427474E+04, # 7.444407E+04, 7.461361E+04, 7.478335E+04, 7.495329E+04, 7.512343E+04, 7.529378E+04, # 7.546433E+04, 7.563508E+04, 7.580603E+04, 7.597719E+04, 7.614855E+04, 7.632012E+04, # 7.649188E+04, 7.666385E+04, 7.683602E+04, 7.700840E+04, 7.718098E+04, 7.735376E+04, # 7.752674E+04, 7.769992E+04, 7.787331E+04, 7.804690E+04, 7.822070E+04, 7.839470E+04, # 7.856889E+04, 7.874330E+04, 7.891790E+04, 7.909271E+04, 7.926772E+04, 7.944293E+04, # 7.961835E+04, 7.979397E+04, 7.996979E+04, 8.014581E+04, 8.032204E+04, 8.049846E+04, # 8.067510E+04, 8.085193E+04, 8.102897E+04, 8.120620E+04, 8.138365E+04, 8.156129E+04, # 8.173914E+04, 8.191719E+04, 8.209544E+04, 8.227389E+04, 8.245255E+04, 8.263141E+04, # 8.281047E+04, 8.298973E+04, 8.316920E+04, 8.334887E+04, 8.352874E+04, 8.370881E+04, # 8.388909E+04, 8.406956E+04, 8.425025E+04, 8.443113E+04, 8.461221E+04, 8.479350E+04, # 8.497499E+04, #]) # ============================ M = 6, I = 1 ============================ M = 6 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[1] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 5.000003E+00, 7.272368E+00, 1.273767E+01, 2.059396E+01, 3.049704E+01, 4.199408E+01, 5.479199E+01, 6.872307E+01, 8.368420E+01, 9.960328E+01, 1.164244E+02, 1.341017E+02, 1.525958E+02, 1.718728E+02, 1.919028E+02, 2.126595E+02, 2.341200E+02, 2.562642E+02, 2.790750E+02, 3.025383E+02, 3.266430E+02, 3.513813E+02, 3.767486E+02, 4.027434E+02, 4.293678E+02, 4.566272E+02, 4.845303E+02, 5.130891E+02, 5.423188E+02, 5.722376E+02, 6.028667E+02, 6.342299E+02, 6.663540E+02, 6.992679E+02, 7.330031E+02, 7.675933E+02, 8.030742E+02, 8.394836E+02, 8.768610E+02, 9.152480E+02, 9.546876E+02, 9.952248E+02, 1.036906E+03, 1.079779E+03, 1.123895E+03, 1.169303E+03, 1.216057E+03, 1.264211E+03, 1.313822E+03, 1.364947E+03, 1.417645E+03, 1.471977E+03, 1.528007E+03, 1.585798E+03, 1.645417E+03, 1.706933E+03, 1.770415E+03, 1.835937E+03, 1.903571E+03, 1.973396E+03, 2.045490E+03, 2.119933E+03, 2.196810E+03, 2.276206E+03, 2.358210E+03, 2.442914E+03, 2.530410E+03, 2.620795E+03, 2.714170E+03, 2.810636E+03, 2.910300E+03, 3.013269E+03, 3.119657E+03, 3.229578E+03, 3.343152E+03, 3.460500E+03, 3.581750E+03, 3.707031E+03, 3.836476E+03, 3.970225E+03, 4.108418E+03, 4.251203E+03, 4.398729E+03, 4.551153E+03, 4.708633E+03, 4.871335E+03, 5.039427E+03, 5.213084E+03, 5.392486E+03, 5.577818E+03, 5.769269E+03, 5.967037E+03, 6.171321E+03, 6.382330E+03, 6.600278E+03, 6.825383E+03, 7.057872E+03, 7.297977E+03, 7.545937E+03, 7.801998E+03, 8.066413E+03, 8.339441E+03, 8.621350E+03, 8.912415E+03, 9.212917E+03, 9.523146E+03, 9.843401E+03, 1.017399E+04, 1.051522E+04, 1.086742E+04, 1.123092E+04, 1.160606E+04, 1.199319E+04, 1.239267E+04, 1.280487E+04, 1.323015E+04, 1.366892E+04, 1.412156E+04, 1.458849E+04, 1.507012E+04, 1.556688E+04, 1.607920E+04, 1.660754E+04, 1.715235E+04, 1.771410E+04, 1.829329E+04, 1.889039E+04, 1.950591E+04, 2.014038E+04, 2.079431E+04, 2.146826E+04, 2.216335E+04, 2.287987E+04, 2.361843E+04, 2.437969E+04, 2.516428E+04, 2.597287E+04, 2.680616E+04, 2.766484E+04, 2.854964E+04, 2.946131E+04, 3.040060E+04, 3.136829E+04, 3.236518E+04, 3.339210E+04, 3.444989E+04, 3.553941E+04, 3.666155E+04, 3.781722E+04, 3.900735E+04, 4.023289E+04, 4.149482E+04, 4.279415E+04, 4.413190E+04, 4.550914E+04, 4.692694E+04, 4.838640E+04, 4.988867E+04, 5.143491E+04, 5.302631E+04, 5.466408E+04, 5.634949E+04, 5.808381E+04, 5.986835E+04, 6.170446E+04, 6.359351E+04, 6.553691E+04, 6.753612E+04, 6.959259E+04, 7.170786E+04, 7.388346E+04, 7.612098E+04, 7.842204E+04, 8.078831E+04, 8.322148E+04, 8.572329E+04, 8.829553E+04, 9.094001E+04, 9.365859E+04, 9.645319E+04, 9.932574E+04, 1.022783E+05, 1.053128E+05, 1.084313E+05, 1.116361E+05, 1.149293E+05, 1.183131E+05, 1.217898E+05, 1.253617E+05, 1.290312E+05, 1.328007E+05, 1.366728E+05, 1.406500E+05, 1.447348E+05, 1.489299E+05, 1.532380E+05, 1.576620E+05, 1.622045E+05, 1.668686E+05, 1.716571E+05, 1.765730E+05, 1.816196E+05, 1.867998E+05, 1.921168E+05, 1.975741E+05, 2.031748E+05, 2.089224E+05, 2.148204E+05, 2.208724E+05, 2.270819E+05, 2.334526E+05, 2.399884E+05, 2.466930E+05, 2.535704E+05, 2.606246E+05, 2.678596E+05, 2.752797E+05, 2.828890E+05, 2.906919E+05, 2.986928E+05, 3.068962E+05, 3.153067E+05, 3.239289E+05, 3.327676E+05, 3.418276E+05, 3.511140E+05, 3.606316E+05, 3.703857E+05, 3.803814E+05, 3.906241E+05, 4.011192E+05, 4.118722E+05, 4.228887E+05, 4.341745E+05, 4.457354E+05, 4.575772E+05, 4.697061E+05, 4.821281E+05, 4.948496E+05, 5.078768E+05, 5.212163E+05, 5.348746E+05, 5.488584E+05, 5.631746E+05, 5.778300E+05, 5.928318E+05, 6.081870E+05, 6.239031E+05, 6.399873E+05, 6.564473E+05, 6.732906E+05, ]) # ============================ M = 6, I = 2 ============================ M = 6 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[1] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.000001E+01, 1.454474E+01, 2.547534E+01, 4.118793E+01, 6.099408E+01, 8.398817E+01, 1.095840E+02, 1.374461E+02, 1.673684E+02, 1.992066E+02, 2.328489E+02, 2.682034E+02, 3.051916E+02, 3.437455E+02, 3.838055E+02, 4.253190E+02, 4.682400E+02, 5.125284E+02, 5.581499E+02, 6.050765E+02, 6.532860E+02, 7.027627E+02, 7.534972E+02, 8.054868E+02, 8.587356E+02, 9.132544E+02, 9.690606E+02, 1.026178E+03, 1.084638E+03, 1.144475E+03, 1.205733E+03, 1.268460E+03, 1.332708E+03, 1.398536E+03, 1.466006E+03, 1.535187E+03, 1.606148E+03, 1.678967E+03, 1.753722E+03, 1.830496E+03, 1.909375E+03, 1.990450E+03, 2.073812E+03, 2.159559E+03, 2.247789E+03, 2.338605E+03, 2.432114E+03, 2.528422E+03, 2.627644E+03, 2.729893E+03, 2.835289E+03, 2.943954E+03, 3.056013E+03, 3.171595E+03, 3.290834E+03, 3.413865E+03, 3.540830E+03, 3.671873E+03, 3.807143E+03, 3.946792E+03, 4.090980E+03, 4.239867E+03, 4.393620E+03, 4.552413E+03, 4.716421E+03, 4.885827E+03, 5.060819E+03, 5.241590E+03, 5.428340E+03, 5.621272E+03, 5.820599E+03, 6.026538E+03, 6.239313E+03, 6.459156E+03, 6.686303E+03, 6.921000E+03, 7.163500E+03, 7.414061E+03, 7.672953E+03, 7.940450E+03, 8.216837E+03, 8.502406E+03, 8.797459E+03, 9.102306E+03, 9.417266E+03, 9.742669E+03, 1.007885E+04, 1.042617E+04, 1.078497E+04, 1.115564E+04, 1.153854E+04, 1.193407E+04, 1.234264E+04, 1.276466E+04, 1.320056E+04, 1.365077E+04, 1.411574E+04, 1.459595E+04, 1.509187E+04, 1.560400E+04, 1.613283E+04, 1.667888E+04, 1.724270E+04, 1.782483E+04, 1.842583E+04, 1.904629E+04, 1.968680E+04, 2.034797E+04, 2.103044E+04, 2.173484E+04, 2.246184E+04, 2.321212E+04, 2.398638E+04, 2.478534E+04, 2.560973E+04, 2.646031E+04, 2.733784E+04, 2.824313E+04, 2.917699E+04, 3.014024E+04, 3.113375E+04, 3.215840E+04, 3.321507E+04, 3.430470E+04, 3.542821E+04, 3.658657E+04, 3.778077E+04, 3.901183E+04, 4.028076E+04, 4.158863E+04, 4.293652E+04, 4.432669E+04, 4.575973E+04, 4.723687E+04, 4.875937E+04, 5.032855E+04, 5.194574E+04, 5.361231E+04, 5.532968E+04, 5.709929E+04, 5.892262E+04, 6.080119E+04, 6.273657E+04, 6.473036E+04, 6.678420E+04, 6.889978E+04, 7.107883E+04, 7.332311E+04, 7.563444E+04, 7.801469E+04, 8.046577E+04, 8.298964E+04, 8.558830E+04, 8.826381E+04, 9.101828E+04, 9.385387E+04, 9.677280E+04, 9.977734E+04, 1.028698E+05, 1.060526E+05, 1.093282E+05, 1.126990E+05, 1.161676E+05, 1.197367E+05, 1.234089E+05, 1.271870E+05, 1.310738E+05, 1.350722E+05, 1.391852E+05, 1.434157E+05, 1.477669E+05, 1.522420E+05, 1.568441E+05, 1.615766E+05, 1.664430E+05, 1.714466E+05, 1.765911E+05, 1.818800E+05, 1.873172E+05, 1.929064E+05, 1.986515E+05, 2.045565E+05, 2.106255E+05, 2.168627E+05, 2.232722E+05, 2.298586E+05, 2.366262E+05, 2.435795E+05, 2.507234E+05, 2.580624E+05, 2.656015E+05, 2.733457E+05, 2.812999E+05, 2.894696E+05, 2.978598E+05, 3.064761E+05, 3.153239E+05, 3.244090E+05, 3.337371E+05, 3.433142E+05, 3.531461E+05, 3.632391E+05, 3.735995E+05, 3.842337E+05, 3.951481E+05, 4.063496E+05, 4.178448E+05, 4.296409E+05, 4.417448E+05, 4.541637E+05, 4.669052E+05, 4.799767E+05, 4.933860E+05, 5.071408E+05, 5.212491E+05, 5.357192E+05, 5.505593E+05, 5.657780E+05, 5.813838E+05, 5.973857E+05, 6.137925E+05, 6.306134E+05, 6.478578E+05, 6.655352E+05, 6.836553E+05, 7.022279E+05, 7.212632E+05, 7.407713E+05, 7.607628E+05, 7.812482E+05, 8.022384E+05, 8.237444E+05, 8.457775E+05, 8.683491E+05, 8.914708E+05, 9.151544E+05, 9.394122E+05, 9.642562E+05, 9.896991E+05, 1.015754E+06, 1.042433E+06, 1.069749E+06, 1.097717E+06, 1.126349E+06, 1.155660E+06, 1.185664E+06, 1.216374E+06, 1.247806E+06, 1.279975E+06, 1.312895E+06, 1.346581E+06, ]) # ============================ M = 6, I = 3 ============================ M = 6 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[1] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 8.136787E+00, 3.851666E+01, 9.190122E+01, 1.609080E+02, 2.433209E+02, 3.370859E+02, 4.407898E+02, 5.534753E+02, 6.744479E+02, 8.031682E+02, 9.391965E+02, 1.082163E+03, 1.231752E+03, 1.387689E+03, 1.549735E+03, 1.717683E+03, 1.891357E+03, 2.070607E+03, 2.255315E+03, 2.445393E+03, 2.640781E+03, 2.841453E+03, 3.047414E+03, 3.258701E+03, 3.475383E+03, 3.697559E+03, 3.925360E+03, 4.158944E+03, 4.398498E+03, 4.644236E+03, 4.896397E+03, 5.155242E+03, 5.421056E+03, 5.694144E+03, 5.974832E+03, 6.263464E+03, 6.560403E+03, 6.866029E+03, 7.180737E+03, 7.504940E+03, 7.839066E+03, 8.183561E+03, 8.538882E+03, 8.905506E+03, 9.283922E+03, 9.674638E+03, 1.007817E+04, 1.049507E+04, 1.092588E+04, 1.137118E+04, 1.183156E+04, 1.230763E+04, 1.280000E+04, 1.330934E+04, 1.383631E+04, 1.438158E+04, 1.494588E+04, 1.552992E+04, 1.613447E+04, 1.676030E+04, 1.740822E+04, 1.807904E+04, 1.877362E+04, 1.949285E+04, 2.023763E+04, 2.100889E+04, 2.180760E+04, 2.263477E+04, 2.349142E+04, 2.437860E+04, 2.529743E+04, 2.624903E+04, 2.723457E+04, 2.825525E+04, 2.931231E+04, 3.040705E+04, 3.154077E+04, 3.271486E+04, 3.393072E+04, 3.518980E+04, 3.649361E+04, 3.784369E+04, 3.924164E+04, 4.068910E+04, 4.218778E+04, 4.373944E+04, 4.534586E+04, 4.700893E+04, 4.873057E+04, 5.051275E+04, 5.235752E+04, 5.426699E+04, 5.624333E+04, 5.828878E+04, 6.040565E+04, 6.259631E+04, 6.486323E+04, 6.720893E+04, 6.963601E+04, 7.214715E+04, 7.474512E+04, 7.743278E+04, 8.021305E+04, 8.308895E+04, 8.606361E+04, 8.914022E+04, 9.232209E+04, 9.561261E+04, 9.901529E+04, 1.025337E+05, 1.061716E+05, 1.099329E+05, 1.138213E+05, 1.178410E+05, 1.219961E+05, 1.262910E+05, 1.307299E+05, 1.353176E+05, 1.400585E+05, 1.449576E+05, 1.500198E+05, 1.552501E+05, 1.606538E+05, 1.662362E+05, 1.720029E+05, 1.779595E+05, 1.841120E+05, 1.904661E+05, 1.970283E+05, 2.038047E+05, 2.108019E+05, 2.180266E+05, 2.254857E+05, 2.331862E+05, 2.411354E+05, 2.493408E+05, 2.578100E+05, 2.665509E+05, 2.755716E+05, 2.848803E+05, 2.944856E+05, 3.043962E+05, 3.146212E+05, 3.251696E+05, 3.360510E+05, 3.472752E+05, 3.588519E+05, 3.707915E+05, 3.831045E+05, 3.958015E+05, 4.088938E+05, 4.223924E+05, 4.363091E+05, 4.506558E+05, 4.654446E+05, 4.806881E+05, 4.963991E+05, 5.125907E+05, 5.292765E+05, 5.464702E+05, 5.641859E+05, 5.824382E+05, 6.012420E+05, 6.206123E+05, 6.405649E+05, 6.611157E+05, 6.822811E+05, 7.040776E+05, 7.265226E+05, 7.496336E+05, 7.734284E+05, 7.979255E+05, 8.231438E+05, 8.491023E+05, 8.758210E+05, 9.033198E+05, 9.316194E+05, 9.607409E+05, 9.907059E+05, 1.021536E+06, 1.053255E+06, 1.085885E+06, 1.119449E+06, 1.153972E+06, 1.189478E+06, 1.225993E+06, 1.263543E+06, 1.302152E+06, 1.341850E+06, 1.382661E+06, 1.424616E+06, 1.467742E+06, 1.512068E+06, 1.557625E+06, 1.604443E+06, 1.652552E+06, 1.701986E+06, 1.752774E+06, 1.804952E+06, 1.858553E+06, 1.913610E+06, 1.970160E+06, 2.028237E+06, 2.087878E+06, 2.149122E+06, 2.212004E+06, 2.276564E+06, 2.342842E+06, 2.410878E+06, 2.480712E+06, 2.552386E+06, 2.625943E+06, 2.701426E+06, 2.778879E+06, 2.858348E+06, 2.939877E+06, 3.023513E+06, 3.109305E+06, 3.197300E+06, 3.287547E+06, 3.380097E+06, 3.475000E+06, 3.572308E+06, 3.672075E+06, 3.774353E+06, 3.879197E+06, 3.986664E+06, 4.096808E+06, 4.209689E+06, 4.325364E+06, 4.443893E+06, 4.565335E+06, 4.689754E+06, 4.817210E+06, 4.947767E+06, 5.081491E+06, 5.218445E+06, 5.358698E+06, 5.502316E+06, 5.649368E+06, 5.799924E+06, 5.954055E+06, 6.111833E+06, 6.273330E+06, 6.438622E+06, 6.607782E+06, 6.780888E+06, 6.958018E+06, 7.139249E+06, 7.324662E+06, 7.514338E+06, ]) # ============================ M = 6, I = 4 ============================ M = 6 I = 4 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[1] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.626995E+01, 7.708984E+01, 1.839494E+02, 3.220799E+02, 4.870457E+02, 6.747349E+02, 8.823193E+02, 1.107882E+03, 1.350034E+03, 1.607694E+03, 1.879984E+03, 2.166162E+03, 2.465597E+03, 2.777738E+03, 3.102111E+03, 3.438300E+03, 3.785955E+03, 4.144780E+03, 4.514542E+03, 4.895066E+03, 5.286243E+03, 5.688022E+03, 6.100423E+03, 6.523527E+03, 6.957478E+03, 7.402486E+03, 7.858818E+03, 8.326804E+03, 8.806825E+03, 9.299319E+03, 9.804771E+03, 1.032372E+04, 1.085674E+04, 1.140444E+04, 1.196751E+04, 1.254662E+04, 1.314253E+04, 1.375599E+04, 1.438781E+04, 1.503882E+04, 1.570990E+04, 1.640194E+04, 1.711587E+04, 1.785265E+04, 1.861328E+04, 1.939879E+04, 2.021022E+04, 2.104867E+04, 2.191527E+04, 2.281118E+04, 2.373758E+04, 2.469571E+04, 2.568685E+04, 2.671229E+04, 2.777339E+04, 2.887155E+04, 3.000820E+04, 3.118481E+04, 3.240292E+04, 3.366410E+04, 3.496997E+04, 3.632222E+04, 3.772257E+04, 3.917280E+04, 4.067477E+04, 4.223037E+04, 4.384156E+04, 4.551036E+04, 4.723888E+04, 4.902926E+04, 5.088373E+04, 5.280458E+04, 5.479420E+04, 5.685503E+04, 5.898958E+04, 6.120048E+04, 6.349040E+04, 6.586213E+04, 6.831854E+04, 7.086256E+04, 7.349727E+04, 7.622579E+04, 7.905139E+04, 8.197741E+04, 8.500730E+04, 8.814462E+04, 9.139307E+04, 9.475642E+04, 9.823858E+04, 1.018436E+05, 1.055756E+05, 1.094389E+05, 1.134380E+05, 1.175773E+05, 1.218615E+05, 1.262956E+05, 1.308845E+05, 1.356333E+05, 1.405474E+05, 1.456322E+05, 1.508933E+05, 1.563366E+05, 1.619680E+05, 1.677936E+05, 1.738199E+05, 1.800533E+05, 1.865005E+05, 1.931686E+05, 2.000645E+05, 2.071957E+05, 2.145697E+05, 2.221944E+05, 2.300776E+05, 2.382276E+05, 2.466530E+05, 2.553625E+05, 2.643650E+05, 2.736698E+05, 2.832864E+05, 2.932246E+05, 3.034944E+05, 3.141063E+05, 3.250708E+05, 3.363989E+05, 3.481018E+05, 3.601912E+05, 3.726790E+05, 3.855773E+05, 3.988987E+05, 4.126562E+05, 4.268631E+05, 4.415330E+05, 4.566800E+05, 4.723184E+05, 4.884630E+05, 5.051292E+05, 5.223324E+05, 5.400888E+05, 5.584149E+05, 5.773275E+05, 5.968440E+05, 6.169823E+05, 6.377607E+05, 6.591980E+05, 6.813135E+05, 7.041270E+05, 7.276588E+05, 7.519298E+05, 7.769614E+05, 8.027755E+05, 8.293946E+05, 8.568419E+05, 8.851410E+05, 9.143162E+05, 9.443924E+05, 9.753951E+05, 1.007351E+06, 1.040286E+06, 1.074228E+06, 1.109205E+06, 1.145246E+06, 1.182382E+06, 1.220641E+06, 1.260055E+06, 1.300656E+06, 1.342477E+06, 1.385551E+06, 1.429911E+06, 1.475594E+06, 1.522634E+06, 1.571069E+06, 1.620936E+06, 1.672273E+06, 1.725120E+06, 1.779518E+06, 1.835506E+06, 1.893127E+06, 1.952424E+06, 2.013442E+06, 2.076224E+06, 2.140819E+06, 2.207271E+06, 2.275630E+06, 2.345944E+06, 2.418264E+06, 2.492642E+06, 2.569129E+06, 2.647780E+06, 2.728648E+06, 2.811791E+06, 2.897265E+06, 2.985128E+06, 3.075441E+06, 3.168264E+06, 3.263659E+06, 3.361689E+06, 3.462420E+06, 3.565917E+06, 3.672247E+06, 3.781480E+06, 3.893686E+06, 4.008936E+06, 4.127303E+06, 4.248861E+06, 4.373687E+06, 4.501858E+06, 4.633453E+06, 4.768551E+06, 4.907236E+06, 5.049590E+06, 5.195700E+06, 5.345650E+06, 5.499531E+06, 5.657431E+06, 5.819443E+06, 5.985660E+06, 6.156177E+06, 6.331090E+06, 6.510499E+06, 6.694504E+06, 6.883206E+06, 7.076710E+06, 7.275122E+06, 7.478548E+06, 7.687099E+06, 7.900887E+06, 8.120023E+06, 8.344624E+06, 8.574806E+06, 8.810690E+06, 9.052395E+06, 9.300046E+06, 9.553767E+06, 9.813686E+06, 1.007993E+07, 1.035264E+07, 1.063193E+07, 1.091796E+07, 1.121084E+07, 1.151074E+07, 1.181778E+07, 1.213212E+07, 1.245389E+07, 1.278325E+07, 1.312035E+07, 1.346534E+07, 1.381838E+07, 1.417962E+07, 1.454923E+07, 1.492737E+07, 1.531421E+07, ]) # ============================ M = 7, I = 1 ============================ M = 7 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[8] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.259272E+00, 8.305762E+00, 1.541160E+01, 2.261460E+01, 2.984283E+01, 3.708152E+01, 4.432568E+01, 5.157319E+01, 5.882297E+01, 6.607443E+01, 7.332720E+01, 8.058105E+01, 8.783584E+01, 9.509146E+01, 1.023478E+02, 1.096049E+02, 1.168627E+02, 1.241212E+02, 1.313804E+02, 1.386405E+02, 1.459015E+02, 1.531638E+02, 1.604275E+02, 1.676930E+02, 1.749609E+02, 1.822316E+02, 1.895058E+02, 1.967843E+02, 2.040679E+02, 2.113575E+02, 2.186540E+02, 2.259587E+02, 2.332724E+02, 2.405965E+02, 2.479320E+02, 2.552803E+02, 2.626424E+02, 2.700196E+02, 2.774132E+02, 2.848242E+02, 2.922540E+02, 2.997035E+02, 3.071739E+02, 3.146663E+02, 3.221816E+02, 3.297209E+02, 3.372850E+02, 3.448749E+02, 3.524912E+02, 3.601348E+02, 3.678063E+02, 3.755064E+02, 3.832358E+02, 3.909948E+02, 3.987841E+02, 4.066041E+02, 4.144551E+02, 4.223374E+02, 4.302515E+02, 4.381975E+02, 4.461757E+02, 4.541862E+02, 4.622292E+02, 4.703048E+02, 4.784130E+02, 4.865539E+02, 4.947276E+02, 5.029339E+02, 5.111729E+02, 5.194445E+02, 5.277485E+02, 5.360850E+02, 5.444538E+02, 5.528547E+02, 5.612875E+02, 5.697522E+02, 5.782484E+02, 5.867761E+02, 5.953349E+02, 6.039247E+02, 6.125453E+02, 6.211963E+02, 6.298776E+02, 6.385889E+02, 6.473299E+02, 6.561004E+02, 6.649000E+02, 6.737286E+02, 6.825859E+02, 6.914715E+02, 7.003851E+02, 7.093266E+02, 7.182956E+02, 7.272917E+02, 7.363149E+02, 7.453646E+02, 7.544408E+02, 7.635430E+02, 7.726710E+02, 7.818245E+02, 7.910032E+02, 8.002069E+02, 8.094352E+02, 8.186879E+02, 8.279648E+02, 8.372654E+02, 8.465897E+02, 8.559372E+02, 8.653078E+02, 8.747012E+02, 8.841171E+02, 8.935553E+02, 9.030155E+02, 9.124974E+02, 9.220009E+02, 9.315257E+02, 9.410715E+02, 9.506382E+02, 9.602254E+02, 9.698330E+02, 9.794607E+02, 9.891084E+02, 9.987757E+02, 1.008463E+03, 1.018169E+03, 1.027894E+03, 1.037638E+03, 1.047401E+03, 1.057182E+03, 1.066981E+03, 1.076799E+03, 1.086635E+03, 1.096488E+03, 1.106359E+03, 1.116247E+03, 1.126153E+03, 1.136075E+03, 1.146015E+03, 1.155971E+03, 1.165944E+03, 1.175934E+03, 1.185939E+03, 1.195961E+03, 1.205999E+03, 1.216053E+03, 1.226122E+03, 1.236207E+03, 1.246308E+03, 1.256424E+03, 1.266555E+03, 1.276701E+03, 1.286862E+03, 1.297039E+03, 1.307230E+03, 1.317435E+03, 1.327656E+03, 1.337890E+03, 1.348140E+03, 1.358403E+03, 1.368681E+03, 1.378972E+03, 1.389278E+03, 1.399598E+03, 1.409931E+03, 1.420279E+03, 1.430640E+03, 1.441014E+03, 1.451402E+03, 1.461804E+03, 1.472219E+03, 1.482647E+03, 1.493089E+03, 1.503544E+03, 1.514012E+03, 1.524493E+03, 1.534987E+03, 1.545494E+03, 1.556014E+03, 1.566547E+03, 1.577093E+03, 1.587651E+03, 1.598222E+03, 1.608806E+03, 1.619403E+03, 1.630012E+03, 1.640634E+03, 1.651268E+03, 1.661915E+03, 1.672575E+03, 1.683246E+03, 1.693931E+03, 1.704627E+03, 1.715336E+03, 1.726057E+03, 1.736791E+03, 1.747537E+03, 1.758295E+03, 1.769065E+03, 1.779848E+03, 1.790643E+03, 1.801450E+03, 1.812269E+03, 1.823100E+03, 1.833944E+03, 1.844800E+03, 1.855667E+03, 1.866547E+03, 1.877439E+03, 1.888343E+03, 1.899259E+03, 1.910188E+03, 1.921128E+03, 1.932080E+03, 1.943045E+03, 1.954021E+03, 1.965010E+03, 1.976010E+03, 1.987023E+03, 1.998048E+03, 2.009084E+03, 2.020133E+03, 2.031194E+03, 2.042267E+03, 2.053352E+03, 2.064449E+03, 2.075559E+03, 2.086680E+03, 2.097813E+03, 2.108959E+03, 2.120116E+03, 2.131286E+03, 2.142468E+03, 2.153662E+03, 2.164868E+03, 2.176086E+03, 2.187317E+03, 2.198559E+03, 2.209814E+03, 2.221081E+03, 2.232360E+03, 2.243651E+03, 2.254955E+03, 2.266271E+03, 2.277599E+03, 2.288939E+03, 2.300292E+03, 2.311657E+03, 2.323034E+03, 2.334424E+03, 2.345826E+03, 2.357240E+03, 2.368666E+03, 2.380105E+03, 2.391557E+03, 2.403021E+03, 2.414497E+03, 2.425986E+03, 2.437487E+03, 2.449001E+03, 2.460527E+03, 2.472066E+03, 2.483617E+03, 2.495181E+03, 2.506757E+03, 2.518346E+03, 2.529947E+03, 2.541562E+03, 2.553189E+03, 2.564828E+03, 2.576480E+03, 2.588145E+03, 2.599823E+03, 2.611513E+03, 2.623216E+03, 2.634932E+03, 2.646661E+03, 2.658402E+03, 2.670157E+03, 2.681924E+03, 2.693704E+03, 2.705497E+03, 2.717303E+03, 2.729122E+03, 2.740953E+03, 2.752798E+03, 2.764656E+03, 2.776526E+03, 2.788410E+03, 2.800307E+03, 2.812217E+03, 2.824140E+03, 2.836076E+03, 2.848025E+03, 2.859987E+03, 2.871962E+03, 2.883951E+03, 2.895953E+03, 2.907968E+03, 2.919996E+03, 2.932038E+03, 2.944092E+03, 2.956160E+03, 2.968242E+03, 2.980336E+03, 2.992444E+03, 3.004566E+03, 3.016701E+03, 3.028849E+03, 3.041010E+03, 3.053185E+03, 3.065374E+03, 3.077576E+03, 3.089791E+03, 3.102020E+03, 3.114262E+03, 3.126518E+03, 3.138788E+03, 3.151071E+03, 3.163367E+03, 3.175678E+03, 3.188002E+03, 3.200339E+03, 3.212690E+03, 3.225055E+03, 3.237434E+03, 3.249826E+03, 3.262232E+03, 3.274652E+03, 3.287085E+03, 3.299532E+03, 3.311993E+03, 3.324468E+03, 3.336957E+03, 3.349459E+03, 3.361975E+03, 3.374506E+03, 3.387050E+03, 3.399608E+03, 3.412179E+03, 3.424765E+03, 3.437365E+03, 3.449978E+03, 3.462606E+03, 3.475247E+03, 3.487903E+03, 3.500572E+03, 3.513256E+03, 3.525954E+03, 3.538665E+03, 3.551391E+03, 3.564130E+03, 3.576884E+03, 3.589652E+03, 3.602434E+03, 3.615230E+03, 3.628040E+03, 3.640865E+03, 3.653703E+03, 3.666556E+03, 3.679423E+03, 3.692304E+03, 3.705199E+03, 3.718109E+03, 3.731032E+03, 3.743970E+03, 3.756922E+03, 3.769889E+03, 3.782869E+03, 3.795864E+03, 3.808873E+03, 3.821897E+03, 3.834935E+03, 3.847987E+03, 3.861053E+03, 3.874134E+03, 3.887229E+03, 3.900338E+03, 3.913462E+03, 3.926600E+03, 3.939753E+03, 3.952920E+03, 3.966101E+03, 3.979297E+03, 3.992507E+03, 4.005731E+03, 4.018970E+03, 4.032224E+03, 4.045491E+03, 4.058774E+03, 4.072070E+03, 4.085382E+03, 4.098707E+03, 4.112047E+03, 4.125402E+03, 4.138771E+03, 4.152155E+03, 4.165553E+03, 4.178965E+03, 4.192392E+03, 4.205834E+03, 4.219290E+03, 4.232761E+03, 4.246246E+03, 4.259746E+03, 4.273260E+03, 4.286789E+03, 4.300332E+03, 4.313890E+03, 4.327463E+03, 4.341050E+03, 4.354651E+03, 4.368268E+03, 4.381898E+03, 4.395544E+03, 4.409204E+03, 4.422878E+03, 4.436567E+03, 4.450271E+03, 4.463989E+03, 4.477722E+03, 4.491470E+03, 4.505232E+03, 4.519009E+03, 4.532800E+03, 4.546606E+03, 4.560427E+03, 4.574262E+03, 4.588112E+03, 4.601977E+03, 4.615856E+03, 4.629750E+03, 4.643658E+03, 4.657581E+03, 4.671519E+03, 4.685471E+03, 4.699438E+03, 4.713419E+03, 4.727416E+03, 4.741426E+03, 4.755452E+03, 4.769492E+03, 4.783547E+03, 4.797616E+03, 4.811700E+03, 4.825799E+03, 4.839912E+03, 4.854040E+03, 4.868183E+03, 4.882340E+03, 4.896512E+03, 4.910698E+03, 4.924900E+03, 4.939115E+03, 4.953346E+03, 4.967591E+03, 4.981850E+03, 4.996125E+03, 5.010414E+03, 5.024717E+03, 5.039035E+03, 5.053368E+03, 5.067716E+03, 5.082078E+03, 5.096454E+03, 5.110846E+03, 5.125252E+03, 5.139672E+03, 5.154107E+03, 5.168557E+03, 5.183021E+03, 5.197500E+03, 5.211994E+03, 5.226502E+03, 5.241024E+03, 5.255562E+03, 5.270114E+03, 5.284680E+03, 5.299261E+03, 5.313857E+03, 5.328467E+03, 5.343091E+03, 5.357731E+03, 5.372384E+03, 5.387053E+03, 5.401736E+03, 5.416433E+03, 5.431145E+03, 5.445872E+03, 5.460613E+03, 5.475368E+03, 5.490138E+03, 5.504923E+03, 5.519722E+03, 5.534536E+03, 5.549364E+03, 5.564206E+03, 5.579063E+03, 5.593935E+03, 5.608821E+03, 5.623721E+03, 5.638636E+03, 5.653566E+03, 5.668509E+03, 5.683468E+03, 5.698440E+03, 5.713428E+03, 5.728429E+03, 5.743445E+03, 5.758475E+03, 5.773520E+03, 5.788579E+03, 5.803653E+03, 5.818741E+03, 5.833843E+03, 5.848960E+03, 5.864091E+03, 5.879236E+03, 5.894396E+03, 5.909570E+03, 5.924758E+03, 5.939961E+03, 5.955178E+03, 5.970409E+03, 5.985655E+03, 6.000915E+03, 6.016189E+03, 6.031477E+03, 6.046780E+03, 6.062097E+03, 6.077428E+03, 6.092774E+03, 6.108133E+03, 6.123507E+03, 6.138895E+03, 6.154298E+03, 6.169714E+03, 6.185145E+03, 6.200590E+03, 6.216049E+03, 6.231522E+03, 6.247009E+03, 6.262511E+03, 6.278026E+03, 6.293556E+03, 6.309100E+03, 6.324658E+03, 6.340229E+03, 6.355816E+03, 6.371416E+03, 6.387030E+03, 6.402658E+03, 6.418300E+03, 6.433957E+03, 6.449627E+03, 6.465311E+03, 6.481009E+03, 6.496722E+03, 6.512448E+03, 6.528188E+03, 6.543942E+03, 6.559710E+03, 6.575492E+03, 6.591288E+03, 6.607098E+03, 6.622922E+03, 6.638759E+03, 6.654611E+03, 6.670476E+03, 6.686355E+03, 6.702248E+03, 6.718155E+03, 6.734076E+03, 6.750010E+03, 6.765958E+03, 6.781920E+03, 6.797896E+03, 6.813886E+03, 6.829889E+03, 6.845906E+03, 6.861937E+03, 6.877981E+03, 6.894039E+03, 6.910111E+03, 6.926197E+03, 6.942296E+03, 6.958408E+03, 6.974535E+03, 6.990675E+03, 7.006828E+03, 7.022996E+03, 7.039176E+03, 7.055371E+03, 7.071578E+03, 7.087800E+03, 7.104035E+03, 7.120283E+03, 7.136545E+03, 7.152821E+03, 7.169109E+03, 7.185412E+03, 7.201728E+03, 7.218057E+03, 7.234399E+03, 7.250755E+03, 7.267125E+03, 7.283508E+03, 7.299904E+03, 7.316313E+03, 7.332736E+03, 7.349172E+03, 7.365622E+03, 7.382084E+03, 7.398560E+03, 7.415049E+03, 7.431552E+03, 7.448068E+03, 7.464597E+03, 7.481139E+03, 7.497694E+03, 7.514263E+03, 7.530844E+03, 7.547439E+03, 7.564047E+03, 7.580668E+03, 7.597302E+03, 7.613949E+03, 7.630610E+03, 7.647283E+03, 7.663969E+03, 7.680669E+03, 7.697381E+03, 7.714106E+03, 7.730845E+03, 7.747596E+03, 7.764360E+03, 7.781138E+03, 7.797928E+03, 7.814731E+03, 7.831547E+03, 7.848375E+03, 7.865217E+03, 7.882071E+03, 7.898939E+03, 7.915819E+03, 7.932712E+03, 7.949617E+03, 7.966535E+03, 7.983467E+03, 8.000410E+03, 8.017367E+03, 8.034336E+03, 8.051318E+03, 8.068313E+03, 8.085320E+03, 8.102340E+03, 8.119372E+03, 8.136417E+03, 8.153475E+03, 8.170545E+03, 8.187627E+03, 8.204723E+03, 8.221830E+03, 8.238951E+03, 8.256083E+03, 8.273228E+03, 8.290386E+03, 8.307556E+03, 8.324738E+03, 8.341933E+03, 8.359140E+03, 8.376360E+03, 8.393592E+03, 8.410836E+03, 8.428092E+03, 8.445361E+03, 8.462642E+03, 8.479935E+03, 8.497241E+03, 8.514559E+03, 8.531889E+03, 8.549231E+03, 8.566585E+03, 8.583951E+03, 8.601330E+03, 8.618721E+03, 8.636123E+03, 8.653538E+03, 8.670965E+03, 8.688404E+03, 8.705855E+03, 8.723318E+03, 8.740793E+03, 8.758280E+03, 8.775779E+03, 8.793289E+03, 8.810812E+03, 8.828347E+03, 8.845893E+03, 8.863452E+03, 8.881022E+03, 8.898604E+03, 8.916198E+03, 8.933803E+03, 8.951421E+03, 8.969050E+03, 8.986690E+03, 9.004343E+03, 9.022007E+03, 9.039683E+03, 9.057371E+03, 9.075070E+03, 9.092781E+03, 9.110503E+03, 9.128237E+03, 9.145983E+03, 9.163740E+03, 9.181509E+03, 9.199289E+03, 9.217080E+03, 9.234884E+03, 9.252698E+03, 9.270524E+03, 9.288362E+03, 9.306210E+03, 9.324071E+03, 9.341942E+03, 9.359825E+03, 9.377719E+03, 9.395625E+03, 9.413542E+03, 9.431470E+03, 9.449409E+03, 9.467359E+03, 9.485321E+03, 9.503294E+03, 9.521278E+03, 9.539273E+03, 9.557280E+03, 9.575297E+03, 9.593326E+03, 9.611365E+03, 9.629416E+03, 9.647478E+03, 9.665550E+03, 9.683634E+03, 9.701729E+03, 9.719834E+03, 9.737951E+03, 9.756078E+03, 9.774217E+03, 9.792366E+03, ]) # ============================ M = 7, I = 2 ============================ M = 7 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[8] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 3.562445E+00, 1.579406E+01, 3.092123E+01, 4.619570E+01, 6.151168E+01, 7.684554E+01, 9.218904E+01, 1.075385E+02, 1.228922E+02, 1.382490E+02, 1.536083E+02, 1.689697E+02, 1.843329E+02, 1.996977E+02, 2.150641E+02, 2.304319E+02, 2.458012E+02, 2.611720E+02, 2.765444E+02, 2.919187E+02, 3.072954E+02, 3.226749E+02, 3.380581E+02, 3.534459E+02, 3.688395E+02, 3.842403E+02, 3.996500E+02, 4.150705E+02, 4.305039E+02, 4.459525E+02, 4.614188E+02, 4.769054E+02, 4.924152E+02, 5.079512E+02, 5.235163E+02, 5.391138E+02, 5.547468E+02, 5.704185E+02, 5.861323E+02, 6.018914E+02, 6.176990E+02, 6.335585E+02, 6.494730E+02, 6.654457E+02, 6.814797E+02, 6.975780E+02, 7.137437E+02, 7.299797E+02, 7.462888E+02, 7.626738E+02, 7.791373E+02, 7.956819E+02, 8.123102E+02, 8.290246E+02, 8.458274E+02, 8.627209E+02, 8.797073E+02, 8.967887E+02, 9.139671E+02, 9.312444E+02, 9.486225E+02, 9.661033E+02, 9.836883E+02, 1.001379E+03, 1.019178E+03, 1.037086E+03, 1.055104E+03, 1.073235E+03, 1.091478E+03, 1.109837E+03, 1.128311E+03, 1.146902E+03, 1.165612E+03, 1.184441E+03, 1.203390E+03, 1.222461E+03, 1.241654E+03, 1.260971E+03, 1.280411E+03, 1.299977E+03, 1.319669E+03, 1.339487E+03, 1.359433E+03, 1.379507E+03, 1.399711E+03, 1.420043E+03, 1.440506E+03, 1.461100E+03, 1.481826E+03, 1.502683E+03, 1.523674E+03, 1.544797E+03, 1.566055E+03, 1.587446E+03, 1.608973E+03, 1.630635E+03, 1.652432E+03, 1.674366E+03, 1.696437E+03, 1.718644E+03, 1.740989E+03, 1.763472E+03, 1.786093E+03, 1.808853E+03, 1.831752E+03, 1.854791E+03, 1.877969E+03, 1.901287E+03, 1.924746E+03, 1.948345E+03, 1.972085E+03, 1.995967E+03, 2.019991E+03, 2.044157E+03, 2.068465E+03, 2.092915E+03, 2.117509E+03, 2.142245E+03, 2.167125E+03, 2.192149E+03, 2.217317E+03, 2.242629E+03, 2.268085E+03, 2.293687E+03, 2.319433E+03, 2.345325E+03, 2.371362E+03, 2.397545E+03, 2.423874E+03, 2.450349E+03, 2.476971E+03, 2.503740E+03, 2.530656E+03, 2.557718E+03, 2.584929E+03, 2.612287E+03, 2.639793E+03, 2.667447E+03, 2.695250E+03, 2.723201E+03, 2.751302E+03, 2.779551E+03, 2.807950E+03, 2.836498E+03, 2.865197E+03, 2.894045E+03, 2.923044E+03, 2.952193E+03, 2.981493E+03, 3.010944E+03, 3.040546E+03, 3.070300E+03, 3.100206E+03, 3.130263E+03, 3.160473E+03, 3.190835E+03, 3.221350E+03, 3.252017E+03, 3.282838E+03, 3.313812E+03, 3.344940E+03, 3.376222E+03, 3.407658E+03, 3.439248E+03, 3.470993E+03, 3.502893E+03, 3.534948E+03, 3.567158E+03, 3.599524E+03, 3.632045E+03, 3.664723E+03, 3.697557E+03, 3.730548E+03, 3.763695E+03, 3.797000E+03, 3.830462E+03, 3.864082E+03, 3.897859E+03, 3.931795E+03, 3.965889E+03, 4.000141E+03, 4.034553E+03, 4.069124E+03, 4.103854E+03, 4.138744E+03, 4.173793E+03, 4.209003E+03, 4.244374E+03, 4.279905E+03, 4.315597E+03, 4.351450E+03, 4.387465E+03, 4.423642E+03, 4.459981E+03, 4.496482E+03, 4.533145E+03, 4.569972E+03, 4.606962E+03, 4.644115E+03, 4.681432E+03, 4.718912E+03, 4.756557E+03, 4.794367E+03, 4.832341E+03, 4.870480E+03, 4.908784E+03, 4.947254E+03, 4.985890E+03, 5.024692E+03, 5.063661E+03, 5.102796E+03, 5.142098E+03, 5.181567E+03, 5.221204E+03, 5.261008E+03, 5.300981E+03, 5.341122E+03, 5.381431E+03, 5.421910E+03, 5.462557E+03, 5.503374E+03, 5.544360E+03, 5.585517E+03, 5.626844E+03, 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2.517842E+04, 2.527612E+04, 2.537403E+04, 2.547214E+04, 2.557046E+04, 2.566900E+04, 2.576774E+04, 2.586668E+04, 2.596584E+04, 2.606520E+04, 2.616477E+04, 2.626455E+04, 2.636454E+04, 2.646474E+04, 2.656514E+04, 2.666575E+04, 2.676657E+04, 2.686760E+04, 2.696883E+04, 2.707028E+04, 2.717193E+04, 2.727378E+04, 2.737585E+04, 2.747812E+04, 2.758060E+04, 2.768329E+04, 2.778618E+04, 2.788929E+04, 2.799260E+04, 2.809611E+04, 2.819984E+04, 2.830377E+04, 2.840791E+04, 2.851225E+04, 2.861680E+04, 2.872156E+04, 2.882653E+04, 2.893170E+04, 2.903708E+04, 2.914266E+04, 2.924846E+04, 2.935445E+04, 2.946066E+04, 2.956707E+04, 2.967369E+04, 2.978051E+04, 2.988754E+04, 2.999478E+04, 3.010222E+04, 3.020987E+04, 3.031773E+04, 3.042579E+04, 3.053405E+04, 3.064253E+04, 3.075120E+04, 3.086009E+04, 3.096917E+04, 3.107847E+04, 3.118797E+04, 3.129767E+04, 3.140758E+04, 3.151770E+04, 3.162802E+04, 3.173854E+04, 3.184927E+04, 3.196021E+04, 3.207135E+04, 3.218269E+04, 3.229424E+04, 3.240600E+04, 3.251795E+04, 3.263012E+04, 3.274248E+04, 3.285505E+04, 3.296783E+04, 3.308081E+04, 3.319399E+04, 3.330737E+04, 3.342096E+04, 3.353476E+04, 3.364875E+04, 3.376295E+04, 3.387736E+04, 3.399196E+04, 3.410677E+04, 3.422179E+04, 3.433700E+04, 3.445242E+04, 3.456804E+04, 3.468387E+04, 3.479989E+04, 3.491612E+04, 3.503255E+04, 3.514919E+04, 3.526602E+04, 3.538306E+04, 3.550030E+04, 3.561774E+04, 3.573539E+04, 3.585323E+04, 3.597128E+04, 3.608952E+04, 3.620797E+04, 3.632662E+04, 3.644547E+04, 3.656453E+04, 3.668378E+04, 3.680323E+04, 3.692289E+04, 3.704274E+04, 3.716280E+04, 3.728305E+04, 3.740351E+04, 3.752416E+04, 3.764502E+04, 3.776607E+04, 3.788733E+04, 3.800878E+04, 3.813044E+04, 3.825229E+04, 3.837434E+04, 3.849659E+04, 3.861904E+04, 3.874169E+04, 3.886454E+04, 3.898758E+04, 3.911083E+04, 3.923427E+04, 3.935791E+04, 3.948175E+04, 3.960579E+04, 3.973002E+04, 3.985445E+04, 3.997908E+04, 4.010391E+04, 4.022894E+04, 4.035416E+04, 4.047958E+04, 4.060519E+04, 4.073100E+04, 4.085701E+04, 4.098322E+04, 4.110962E+04, 4.123622E+04, 4.136301E+04, 4.149000E+04, 4.161719E+04, 4.174457E+04, 4.187214E+04, 4.199991E+04, 4.212788E+04, 4.225604E+04, 4.238440E+04, 4.251295E+04, 4.264170E+04, 4.277064E+04, 4.289977E+04, 4.302910E+04, 4.315863E+04, 4.328834E+04, 4.341825E+04, 4.354836E+04, 4.367866E+04, 4.380915E+04, 4.393983E+04, 4.407071E+04, 4.420178E+04, 4.433304E+04, 4.446450E+04, 4.459614E+04, 4.472798E+04, 4.486001E+04, 4.499224E+04, 4.512465E+04, 4.525726E+04, 4.539006E+04, 4.552305E+04, 4.565623E+04, 4.578960E+04, 4.592316E+04, 4.605692E+04, 4.619086E+04, 4.632499E+04, 4.645932E+04, 4.659383E+04, 4.672853E+04, 4.686343E+04, 4.699851E+04, 4.713378E+04, 4.726924E+04, 4.740489E+04, 4.754073E+04, 4.767676E+04, 4.781298E+04, 4.794938E+04, 4.808598E+04, 4.822276E+04, 4.835973E+04, 4.849688E+04, 4.863423E+04, 4.877176E+04, 4.890947E+04, 4.904738E+04, 4.918547E+04, 4.932375E+04, 4.946222E+04, 4.960087E+04, 4.973970E+04, 4.987873E+04, 5.001794E+04, 5.015733E+04, 5.029691E+04, 5.043668E+04, 5.057663E+04, 5.071676E+04, 5.085708E+04, 5.099758E+04, 5.113827E+04, 5.127915E+04, 5.142020E+04, 5.156144E+04, 5.170287E+04, 5.184447E+04, 5.198626E+04, 5.212824E+04, 5.227039E+04, 5.241273E+04, 5.255525E+04, 5.269796E+04, 5.284084E+04, 5.298391E+04, 5.312716E+04, 5.327059E+04, 5.341421E+04, 5.355800E+04, 5.370197E+04, 5.384613E+04, 5.399047E+04, 5.413498E+04, 5.427968E+04, 5.442456E+04, 5.456961E+04, 5.471485E+04, ]) # ============================ M = 7, I = 3 ============================ M = 7 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[8] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.092314E+01, 9.248086E+01, 1.808102E+02, 2.699961E+02, 3.594239E+02, 4.489560E+02, 5.385443E+02, 6.281677E+02, 7.178153E+02, 8.074812E+02, 8.971617E+02, 9.868544E+02, 1.076558E+03, 1.166271E+03, 1.255992E+03, 1.345723E+03, 1.435461E+03, 1.525209E+03, 1.614965E+03, 1.704732E+03, 1.794512E+03, 1.884307E+03, 1.974123E+03, 2.063963E+03, 2.153834E+03, 2.243744E+03, 2.333703E+03, 2.423719E+03, 2.513805E+03, 2.603974E+03, 2.694239E+03, 2.784616E+03, 2.875119E+03, 2.965765E+03, 3.056572E+03, 3.147557E+03, 3.238738E+03, 3.330133E+03, 3.421762E+03, 3.513642E+03, 3.605792E+03, 3.698231E+03, 3.790976E+03, 3.884047E+03, 3.977461E+03, 4.071236E+03, 4.165389E+03, 4.259936E+03, 4.354895E+03, 4.450280E+03, 4.546108E+03, 4.642394E+03, 4.739152E+03, 4.836397E+03, 4.934142E+03, 5.032400E+03, 5.131184E+03, 5.230507E+03, 5.330380E+03, 5.430814E+03, 5.531821E+03, 5.633411E+03, 5.735595E+03, 5.838381E+03, 5.941780E+03, 6.045800E+03, 6.150451E+03, 6.255739E+03, 6.361674E+03, 6.468263E+03, 6.575513E+03, 6.683432E+03, 6.792026E+03, 6.901302E+03, 7.011265E+03, 7.121923E+03, 7.233281E+03, 7.345343E+03, 7.458117E+03, 7.571606E+03, 7.685816E+03, 7.800751E+03, 7.916417E+03, 8.032817E+03, 8.149955E+03, 8.267837E+03, 8.386465E+03, 8.505843E+03, 8.625976E+03, 8.746866E+03, 8.868517E+03, 8.990933E+03, 9.114116E+03, 9.238070E+03, 9.362797E+03, 9.488301E+03, 9.614584E+03, 9.741649E+03, 9.869498E+03, 9.998135E+03, 1.012756E+04, 1.025778E+04, 1.038879E+04, 1.052060E+04, 1.065321E+04, 1.078662E+04, 1.092083E+04, 1.105584E+04, 1.119167E+04, 1.132830E+04, 1.146574E+04, 1.160400E+04, 1.174307E+04, 1.188296E+04, 1.202366E+04, 1.216519E+04, 1.230753E+04, 1.245070E+04, 1.259470E+04, 1.273952E+04, 1.288517E+04, 1.303164E+04, 1.317895E+04, 1.332710E+04, 1.347607E+04, 1.362589E+04, 1.377654E+04, 1.392802E+04, 1.408035E+04, 1.423352E+04, 1.438754E+04, 1.454239E+04, 1.469810E+04, 1.485465E+04, 1.501205E+04, 1.517030E+04, 1.532940E+04, 1.548935E+04, 1.565016E+04, 1.581183E+04, 1.597435E+04, 1.613773E+04, 1.630197E+04, 1.646707E+04, 1.663303E+04, 1.679986E+04, 1.696755E+04, 1.713611E+04, 1.730554E+04, 1.747583E+04, 1.764700E+04, 1.781904E+04, 1.799195E+04, 1.816574E+04, 1.834041E+04, 1.851595E+04, 1.869237E+04, 1.886967E+04, 1.904786E+04, 1.922692E+04, 1.940687E+04, 1.958771E+04, 1.976944E+04, 1.995205E+04, 2.013556E+04, 2.031996E+04, 2.050525E+04, 2.069143E+04, 2.087851E+04, 2.106649E+04, 2.125537E+04, 2.144515E+04, 2.163583E+04, 2.182741E+04, 2.201990E+04, 2.221330E+04, 2.240760E+04, 2.260281E+04, 2.279894E+04, 2.299597E+04, 2.319392E+04, 2.339279E+04, 2.359257E+04, 2.379327E+04, 2.399490E+04, 2.419744E+04, 2.440090E+04, 2.460530E+04, 2.481061E+04, 2.501686E+04, 2.522403E+04, 2.543214E+04, 2.564117E+04, 2.585114E+04, 2.606205E+04, 2.627389E+04, 2.648668E+04, 2.670040E+04, 2.691506E+04, 2.713067E+04, 2.734723E+04, 2.756472E+04, 2.778317E+04, 2.800257E+04, 2.822292E+04, 2.844422E+04, 2.866648E+04, 2.888969E+04, 2.911386E+04, 2.933899E+04, 2.956508E+04, 2.979213E+04, 3.002015E+04, 3.024913E+04, 3.047908E+04, 3.071000E+04, 3.094189E+04, 3.117475E+04, 3.140859E+04, 3.164340E+04, 3.187919E+04, 3.211595E+04, 3.235370E+04, 3.259243E+04, 3.283214E+04, 3.307284E+04, 3.331452E+04, 3.355719E+04, 3.380086E+04, 3.404551E+04, 3.429116E+04, 3.453780E+04, 3.478544E+04, 3.503407E+04, 3.528371E+04, 3.553435E+04, 3.578598E+04, 3.603863E+04, 3.629228E+04, 3.654694E+04, 3.680260E+04, 3.705928E+04, 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1.173870E+05, 1.178883E+05, 1.183908E+05, 1.188945E+05, 1.193995E+05, 1.199056E+05, 1.204130E+05, 1.209215E+05, 1.214313E+05, 1.219423E+05, 1.224545E+05, 1.229679E+05, 1.234826E+05, 1.239984E+05, 1.245155E+05, 1.250338E+05, 1.255532E+05, 1.260739E+05, 1.265959E+05, 1.271190E+05, 1.276433E+05, 1.281689E+05, 1.286957E+05, 1.292237E+05, 1.297529E+05, 1.302833E+05, 1.308149E+05, 1.313477E+05, 1.318818E+05, 1.324171E+05, 1.329536E+05, 1.334913E+05, 1.340302E+05, 1.345703E+05, 1.351117E+05, 1.356543E+05, 1.361980E+05, 1.367430E+05, 1.372892E+05, 1.378367E+05, 1.383853E+05, 1.389352E+05, 1.394862E+05, 1.400385E+05, 1.405920E+05, 1.411467E+05, 1.417027E+05, 1.422598E+05, 1.428182E+05, 1.433777E+05, 1.439385E+05, 1.445005E+05, 1.450637E+05, 1.456282E+05, 1.461938E+05, 1.467607E+05, 1.473287E+05, 1.478980E+05, 1.484685E+05, 1.490402E+05, 1.496132E+05, 1.501873E+05, 1.507626E+05, 1.513392E+05, 1.519170E+05, 1.524960E+05, 1.530762E+05, 1.536576E+05, 1.542402E+05, 1.548240E+05, 1.554091E+05, 1.559954E+05, 1.565828E+05, 1.571715E+05, 1.577614E+05, 1.583525E+05, 1.589448E+05, 1.595383E+05, 1.601331E+05, 1.607290E+05, 1.613262E+05, 1.619245E+05, 1.625241E+05, 1.631249E+05, 1.637269E+05, 1.643301E+05, 1.649345E+05, 1.655401E+05, 1.661469E+05, 1.667549E+05, 1.673642E+05, 1.679746E+05, 1.685863E+05, 1.691991E+05, 1.698132E+05, 1.704284E+05, 1.710449E+05, 1.716626E+05, 1.722814E+05, 1.729015E+05, 1.735228E+05, 1.741453E+05, 1.747690E+05, 1.753939E+05, 1.760200E+05, 1.766473E+05, 1.772758E+05, 1.779055E+05, 1.785364E+05, 1.791685E+05, 1.798018E+05, 1.804363E+05, 1.810720E+05, 1.817088E+05, 1.823469E+05, 1.829862E+05, 1.836267E+05, 1.842684E+05, 1.849113E+05, 1.855554E+05, 1.862006E+05, 1.868471E+05, 1.874948E+05, 1.881436E+05, 1.887937E+05, 1.894449E+05, 1.900974E+05, 1.907510E+05, 1.914058E+05, 1.920619E+05, 1.927191E+05, 1.933775E+05, 1.940370E+05, 1.946978E+05, 1.953598E+05, 1.960229E+05, 1.966873E+05, 1.973528E+05, 1.980195E+05, 1.986874E+05, 1.993565E+05, 2.000268E+05, 2.006983E+05, 2.013709E+05, 2.020447E+05, 2.027197E+05, 2.033959E+05, 2.040733E+05, 2.047519E+05, 2.054316E+05, 2.061125E+05, 2.067946E+05, 2.074779E+05, 2.081624E+05, 2.088480E+05, 2.095348E+05, 2.102228E+05, 2.109120E+05, 2.116023E+05, 2.122938E+05, 2.129865E+05, 2.136804E+05, 2.143754E+05, 2.150716E+05, 2.157690E+05, 2.164676E+05, 2.171673E+05, 2.178682E+05, 2.185702E+05, 2.192735E+05, 2.199779E+05, 2.206834E+05, 2.213902E+05, 2.220981E+05, 2.228071E+05, 2.235174E+05, 2.242287E+05, 2.249413E+05, 2.256550E+05, 2.263699E+05, 2.270859E+05, 2.278031E+05, 2.285215E+05, 2.292410E+05, 2.299617E+05, 2.306835E+05, 2.314065E+05, 2.321307E+05, 2.328560E+05, 2.335825E+05, 2.343101E+05, 2.350388E+05, 2.357688E+05, 2.364998E+05, 2.372320E+05, 2.379654E+05, 2.386999E+05, 2.394356E+05, 2.401724E+05, 2.409104E+05, 2.416495E+05, 2.423898E+05, 2.431312E+05, 2.438737E+05, 2.446174E+05, 2.453622E+05, 2.461082E+05, 2.468553E+05, 2.476036E+05, 2.483530E+05, 2.491035E+05, 2.498552E+05, 2.506080E+05, 2.513619E+05, 2.521170E+05, 2.528732E+05, 2.536305E+05, 2.543890E+05, 2.551486E+05, 2.559094E+05, 2.566712E+05, 2.574342E+05, 2.581984E+05, 2.589636E+05, 2.597300E+05, 2.604975E+05, 2.612661E+05, 2.620359E+05, 2.628068E+05, 2.635788E+05, 2.643519E+05, 2.651261E+05, 2.659015E+05, 2.666780E+05, 2.674556E+05, 2.682343E+05, 2.690141E+05, 2.697950E+05, 2.705771E+05, 2.713603E+05, 2.721446E+05, 2.729299E+05, 2.737165E+05, 2.745041E+05, 2.752928E+05, 2.760826E+05, 2.768736E+05, 2.776656E+05, 2.784588E+05, 2.792530E+05, 2.800484E+05, 2.808448E+05, 2.816424E+05, 2.824410E+05, 2.832408E+05, 2.840416E+05, 2.848436E+05, 2.856466E+05, 2.864508E+05, 2.872560E+05, 2.880624E+05, 2.888698E+05, 2.896783E+05, 2.904879E+05, 2.912986E+05, 2.921104E+05, 2.929232E+05, 2.937372E+05, 2.945522E+05, 2.953684E+05, 2.961856E+05, 2.970038E+05, 2.978232E+05, 2.986437E+05, 2.994652E+05, 3.002878E+05, 3.011115E+05, 3.019362E+05, 3.027621E+05, 3.035890E+05, 3.044170E+05, 3.052460E+05, 3.060762E+05, 3.069073E+05, 3.077396E+05, 3.085729E+05, 3.094073E+05, 3.102428E+05, 3.110793E+05, 3.119169E+05, 3.127556E+05, 3.135953E+05, 3.144361E+05, 3.152779E+05, 3.161208E+05, 3.169647E+05, ]) # ============================ M = 7, I = 4 ============================ #M = 7 #I = 4 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[8] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 1.270969E+00, 8.859605E+00, 1.687773E+01, 2.498788E+01, 3.312258E+01, 4.126759E+01, # 4.941808E+01, 5.757195E+01, 6.572814E+01, 7.388606E+01, 8.204535E+01, 9.020578E+01, # 9.836721E+01, 1.065295E+02, 1.146927E+02, 1.228566E+02, 1.310214E+02, 1.391870E+02, # 1.473535E+02, 1.555212E+02, 1.636904E+02, 1.718613E+02, 1.800346E+02, 1.882108E+02, # 1.963907E+02, 2.045752E+02, 2.127654E+02, 2.209623E+02, 2.291674E+02, 2.373819E+02, # 2.456073E+02, 2.538453E+02, 2.620976E+02, 2.703657E+02, 2.786516E+02, 2.869569E+02, # 2.952836E+02, 3.036334E+02, 3.120083E+02, 3.204100E+02, 3.288405E+02, 3.373014E+02, # 3.457946E+02, 3.543218E+02, 3.628847E+02, 3.714850E+02, 3.801244E+02, 3.888044E+02, # 3.975266E+02, 4.062923E+02, 4.151032E+02, 4.239606E+02, 4.328657E+02, 4.418200E+02, # 4.508247E+02, 4.598809E+02, 4.689898E+02, 4.781525E+02, 4.873702E+02, 4.966437E+02, # 5.059742E+02, 5.153625E+02, 5.248095E+02, 5.343161E+02, 5.438832E+02, 5.535115E+02, # 5.632018E+02, 5.729548E+02, 5.827712E+02, 5.926518E+02, 6.025970E+02, 6.126077E+02, # 6.226842E+02, 6.328273E+02, 6.430374E+02, 6.533151E+02, 6.636609E+02, 6.740753E+02, # 6.845586E+02, 6.951115E+02, 7.057342E+02, 7.164272E+02, 7.271909E+02, 7.380256E+02, # 7.489318E+02, 7.599098E+02, 7.709599E+02, 7.820824E+02, 7.932777E+02, 8.045461E+02, # 8.158878E+02, 8.273031E+02, 8.387923E+02, 8.503557E+02, 8.619935E+02, 8.737060E+02, # 8.854934E+02, 8.973559E+02, 9.092938E+02, 9.213072E+02, 9.333964E+02, 9.455617E+02, # 9.578031E+02, 9.701209E+02, 9.825153E+02, 9.949864E+02, 1.007535E+03, 1.020160E+03, # 1.032862E+03, 1.045642E+03, 1.058500E+03, 1.071435E+03, 1.084448E+03, 1.097540E+03, # 1.110709E+03, 1.123957E+03, 1.137284E+03, 1.150689E+03, 1.164173E+03, 1.177736E+03, # 1.191378E+03, 1.205100E+03, 1.218900E+03, 1.232781E+03, 1.246741E+03, 1.260780E+03, # 1.274900E+03, 1.289100E+03, 1.303379E+03, 1.317740E+03, 1.332180E+03, 1.346701E+03, # 1.361303E+03, 1.375985E+03, 1.390749E+03, 1.405593E+03, 1.420519E+03, 1.435526E+03, # 1.450614E+03, 1.465784E+03, 1.481036E+03, 1.496369E+03, 1.511784E+03, 1.527282E+03, # 1.542861E+03, 1.558523E+03, 1.574267E+03, 1.590093E+03, 1.606003E+03, 1.621995E+03, # 1.638069E+03, 1.654227E+03, 1.670468E+03, 1.686792E+03, 1.703200E+03, 1.719691E+03, # 1.736266E+03, 1.752924E+03, 1.769667E+03, 1.786493E+03, 1.803403E+03, 1.820398E+03, # 1.837477E+03, 1.854641E+03, 1.871889E+03, 1.889222E+03, 1.906639E+03, 1.924142E+03, # 1.941730E+03, 1.959403E+03, 1.977162E+03, 1.995006E+03, 2.012936E+03, 2.030952E+03, # 2.049053E+03, 2.067241E+03, 2.085515E+03, 2.103875E+03, 2.122321E+03, 2.140854E+03, # 2.159474E+03, 2.178181E+03, 2.196974E+03, 2.215855E+03, 2.234823E+03, 2.253878E+03, # 2.273021E+03, 2.292252E+03, 2.311570E+03, 2.330976E+03, 2.350471E+03, 2.370053E+03, # 2.389724E+03, 2.409483E+03, 2.429331E+03, 2.449268E+03, 2.469293E+03, 2.489408E+03, # 2.509612E+03, 2.529904E+03, 2.550287E+03, 2.570759E+03, 2.591320E+03, 2.611972E+03, # 2.632713E+03, 2.653545E+03, 2.674467E+03, 2.695479E+03, 2.716582E+03, 2.737775E+03, # 2.759059E+03, 2.780434E+03, 2.801900E+03, 2.823458E+03, 2.845107E+03, 2.866847E+03, # 2.888679E+03, 2.910602E+03, 2.932618E+03, 2.954725E+03, 2.976925E+03, 2.999217E+03, # 3.021602E+03, 3.044079E+03, 3.066649E+03, 3.089311E+03, 3.112067E+03, 3.134916E+03, # 3.157858E+03, 3.180893E+03, 3.204022E+03, 3.227245E+03, 3.250562E+03, 3.273972E+03, # 3.297476E+03, 3.321075E+03, 3.344768E+03, 3.368556E+03, 3.392438E+03, 3.416414E+03, # 3.440486E+03, 3.464653E+03, 3.488915E+03, 3.513272E+03, 3.537724E+03, 3.562272E+03, # 3.586916E+03, 3.611655E+03, 3.636491E+03, 3.661422E+03, 3.686450E+03, 3.711573E+03, # 3.736794E+03, 3.762110E+03, 3.787524E+03, 3.813034E+03, 3.838641E+03, 3.864346E+03, # 3.890147E+03, 3.916046E+03, 3.942042E+03, 3.968136E+03, 3.994327E+03, 4.020616E+03, # 4.047003E+03, 4.073488E+03, 4.100071E+03, 4.126753E+03, 4.153533E+03, 4.180411E+03, # 4.207388E+03, 4.234464E+03, 4.261638E+03, 4.288912E+03, 4.316284E+03, 4.343756E+03, # 4.371327E+03, 4.398998E+03, 4.426768E+03, 4.454638E+03, 4.482608E+03, 4.510677E+03, # 4.538846E+03, 4.567116E+03, 4.595486E+03, 4.623956E+03, 4.652526E+03, 4.681197E+03, # 4.709969E+03, 4.738841E+03, 4.767815E+03, 4.796889E+03, 4.826064E+03, 4.855341E+03, # 4.884718E+03, 4.914198E+03, 4.943778E+03, 4.973460E+03, 5.003244E+03, 5.033130E+03, # 5.063117E+03, 5.093207E+03, 5.123398E+03, 5.153692E+03, 5.184088E+03, 5.214586E+03, # 5.245187E+03, 5.275891E+03, 5.306697E+03, 5.337605E+03, 5.368617E+03, 5.399731E+03, # 5.430949E+03, 5.462270E+03, 5.493693E+03, 5.525221E+03, 5.556851E+03, 5.588585E+03, # 5.620423E+03, 5.652364E+03, 5.684409E+03, 5.716557E+03, 5.748810E+03, 5.781166E+03, # 5.813627E+03, 5.846192E+03, 5.878861E+03, 5.911634E+03, 5.944512E+03, 5.977494E+03, # 6.010580E+03, 6.043772E+03, 6.077068E+03, 6.110469E+03, 6.143974E+03, 6.177585E+03, # 6.211300E+03, 6.245121E+03, 6.279047E+03, 6.313078E+03, 6.347214E+03, 6.381456E+03, # 6.415803E+03, 6.450256E+03, 6.484814E+03, 6.519478E+03, 6.554247E+03, 6.589123E+03, # 6.624104E+03, 6.659191E+03, 6.694384E+03, 6.729683E+03, 6.765089E+03, 6.800600E+03, # 6.836218E+03, 6.871942E+03, 6.907772E+03, 6.943709E+03, 6.979752E+03, 7.015902E+03, # 7.052159E+03, 7.088522E+03, 7.124992E+03, 7.161568E+03, 7.198252E+03, 7.235042E+03, # 7.271939E+03, 7.308943E+03, 7.346055E+03, 7.383273E+03, 7.420599E+03, 7.458031E+03, # 7.495571E+03, 7.533219E+03, 7.570973E+03, 7.608835E+03, 7.646805E+03, 7.684882E+03, # 7.723066E+03, 7.761359E+03, 7.799758E+03, 7.838266E+03, 7.876881E+03, 7.915604E+03, # 7.954435E+03, 7.993374E+03, 8.032420E+03, 8.071575E+03, 8.110837E+03, 8.150208E+03, # 8.189686E+03, 8.229273E+03, 8.268968E+03, 8.308771E+03, 8.348682E+03, 8.388702E+03, # 8.428830E+03, 8.469066E+03, 8.509410E+03, 8.549863E+03, 8.590424E+03, 8.631094E+03, # 8.671872E+03, 8.712759E+03, 8.753754E+03, 8.794858E+03, 8.836071E+03, 8.877392E+03, # 8.918822E+03, 8.960360E+03, 9.002007E+03, 9.043763E+03, 9.085628E+03, 9.127602E+03, # 9.169684E+03, 9.211875E+03, 9.254175E+03, 9.296584E+03, 9.339102E+03, 9.381729E+03, # 9.424465E+03, 9.467310E+03, 9.510263E+03, 9.553326E+03, 9.596498E+03, 9.639779E+03, # 9.683169E+03, 9.726668E+03, 9.770276E+03, 9.813994E+03, 9.857820E+03, 9.901756E+03, # 9.945801E+03, 9.989955E+03, 1.003422E+04, 1.007859E+04, 1.012307E+04, 1.016766E+04, # 1.021236E+04, 1.025717E+04, 1.030209E+04, 1.034712E+04, 1.039226E+04, 1.043750E+04, # 1.048286E+04, 1.052832E+04, 1.057390E+04, 1.061958E+04, 1.066537E+04, 1.071128E+04, # 1.075729E+04, 1.080341E+04, 1.084964E+04, 1.089598E+04, 1.094243E+04, 1.098899E+04, # 1.103566E+04, 1.108243E+04, 1.112932E+04, 1.117631E+04, 1.122342E+04, 1.127063E+04, # 1.131796E+04, 1.136539E+04, 1.141293E+04, 1.146059E+04, 1.150835E+04, 1.155622E+04, # 1.160420E+04, 1.165229E+04, 1.170048E+04, 1.174879E+04, 1.179721E+04, 1.184574E+04, # 1.189437E+04, 1.194312E+04, 1.199197E+04, 1.204093E+04, 1.209001E+04, 1.213919E+04, # 1.218848E+04, 1.223788E+04, 1.228739E+04, 1.233701E+04, 1.238673E+04, 1.243657E+04, # 1.248652E+04, 1.253657E+04, 1.258674E+04, 1.263701E+04, 1.268739E+04, 1.273788E+04, # 1.278848E+04, 1.283919E+04, 1.289001E+04, 1.294094E+04, 1.299198E+04, 1.304312E+04, # 1.309438E+04, 1.314574E+04, 1.319721E+04, 1.324879E+04, 1.330048E+04, 1.335228E+04, # 1.340419E+04, 1.345620E+04, 1.350833E+04, 1.356056E+04, 1.361290E+04, 1.366535E+04, # 1.371791E+04, 1.377058E+04, 1.382336E+04, 1.387624E+04, 1.392924E+04, 1.398234E+04, # 1.403555E+04, 1.408887E+04, 1.414230E+04, 1.419583E+04, 1.424948E+04, 1.430323E+04, # 1.435709E+04, 1.441106E+04, 1.446514E+04, 1.451932E+04, 1.457362E+04, 1.462802E+04, # 1.468253E+04, 1.473715E+04, 1.479187E+04, 1.484670E+04, 1.490165E+04, 1.495670E+04, # 1.501185E+04, 1.506712E+04, 1.512249E+04, 1.517797E+04, 1.523356E+04, 1.528926E+04, # 1.534506E+04, 1.540097E+04, 1.545699E+04, 1.551312E+04, 1.556935E+04, 1.562569E+04, # 1.568214E+04, 1.573870E+04, 1.579536E+04, 1.585213E+04, 1.590901E+04, 1.596599E+04, # 1.602309E+04, 1.608029E+04, 1.613759E+04, 1.619501E+04, 1.625253E+04, 1.631015E+04, # 1.636789E+04, 1.642573E+04, 1.648367E+04, 1.654173E+04, 1.659989E+04, 1.665815E+04, # 1.671653E+04, 1.677501E+04, 1.683360E+04, 1.689229E+04, 1.695109E+04, 1.700999E+04, # 1.706900E+04, 1.712812E+04, 1.718735E+04, 1.724668E+04, 1.730611E+04, 1.736565E+04, # 1.742530E+04, 1.748506E+04, 1.754492E+04, 1.760488E+04, 1.766495E+04, 1.772513E+04, # 1.778541E+04, 1.784580E+04, 1.790629E+04, 1.796689E+04, 1.802759E+04, 1.808840E+04, # 1.814932E+04, 1.821034E+04, 1.827146E+04, 1.833269E+04, 1.839402E+04, 1.845546E+04, # 1.851701E+04, 1.857866E+04, 1.864041E+04, 1.870227E+04, 1.876423E+04, 1.882630E+04, # 1.888847E+04, 1.895074E+04, 1.901313E+04, 1.907561E+04, 1.913820E+04, 1.920089E+04, # 1.926369E+04, 1.932659E+04, 1.938959E+04, 1.945270E+04, 1.951592E+04, 1.957923E+04, # 1.964265E+04, 1.970618E+04, 1.976980E+04, 1.983353E+04, 1.989737E+04, 1.996130E+04, # 2.002534E+04, 2.008949E+04, 2.015373E+04, 2.021808E+04, 2.028253E+04, 2.034709E+04, # 2.041175E+04, 2.047651E+04, 2.054137E+04, 2.060634E+04, 2.067141E+04, 2.073658E+04, # 2.080185E+04, 2.086723E+04, 2.093270E+04, 2.099828E+04, 2.106396E+04, 2.112975E+04, # 2.119563E+04, 2.126162E+04, 2.132771E+04, 2.139390E+04, 2.146019E+04, 2.152659E+04, # 2.159308E+04, 2.165968E+04, 2.172638E+04, 2.179317E+04, 2.186007E+04, 2.192708E+04, # 2.199418E+04, 2.206138E+04, 2.212868E+04, 2.219609E+04, 2.226359E+04, 2.233120E+04, # 2.239890E+04, 2.246671E+04, 2.253461E+04, 2.260262E+04, 2.267073E+04, 2.273893E+04, # 2.280724E+04, 2.287565E+04, 2.294415E+04, 2.301276E+04, 2.308146E+04, 2.315027E+04, # 2.321917E+04, 2.328817E+04, 2.335728E+04, 2.342648E+04, 2.349578E+04, 2.356518E+04, # 2.363468E+04, 2.370427E+04, 2.377397E+04, 2.384376E+04, 2.391366E+04, 2.398365E+04, # 2.405374E+04, 2.412393E+04, 2.419421E+04, 2.426460E+04, 2.433508E+04, 2.440566E+04, # 2.447634E+04, 2.454711E+04, 2.461799E+04, 2.468896E+04, 2.476002E+04, 2.483119E+04, # 2.490245E+04, 2.497381E+04, 2.504527E+04, 2.511682E+04, 2.518847E+04, 2.526022E+04, # 2.533206E+04, 2.540400E+04, 2.547604E+04, 2.554817E+04, 2.562040E+04, 2.569273E+04, # 2.576515E+04, 2.583767E+04, 2.591028E+04, 2.598299E+04, 2.605580E+04, 2.612870E+04, # 2.620169E+04, 2.627478E+04, 2.634797E+04, 2.642125E+04, 2.649463E+04, 2.656810E+04, # 2.664167E+04, 2.671533E+04, 2.678908E+04, 2.686294E+04, 2.693688E+04, 2.701092E+04, # 2.708505E+04, 2.715928E+04, 2.723360E+04, 2.730802E+04, 2.738253E+04, 2.745713E+04, # 2.753183E+04, 2.760662E+04, 2.768151E+04, 2.775648E+04, 2.783155E+04, 2.790672E+04, # 2.798198E+04, 2.805733E+04, 2.813277E+04, 2.820830E+04, 2.828393E+04, 2.835965E+04, # 2.843547E+04, 2.851137E+04, 2.858737E+04, 2.866346E+04, 2.873964E+04, 2.881591E+04, # 2.889228E+04, 2.896873E+04, 2.904528E+04, 2.912192E+04, 2.919865E+04, 2.927548E+04, # 2.935239E+04, #]) # ============================ M = 7, I = 5 ============================ #M = 7 #I = 5 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[8] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 2.157469E+01, 9.733414E+01, 1.910172E+02, 2.856143E+02, 3.804688E+02, 4.754342E+02, # 5.704593E+02, 6.655216E+02, 7.606097E+02, 8.557171E+02, 9.508401E+02, 1.045976E+03, # 1.141123E+03, 1.236281E+03, 1.331447E+03, 1.426623E+03, 1.521808E+03, 1.617003E+03, # 1.712208E+03, 1.807426E+03, 1.902659E+03, 1.997912E+03, 2.093190E+03, 2.188498E+03, # 2.283847E+03, 2.379244E+03, 2.474702E+03, 2.570233E+03, 2.665851E+03, 2.761571E+03, # 2.857410E+03, 2.953385E+03, 3.049515E+03, 3.145819E+03, 3.242316E+03, 3.339028E+03, # 3.435973E+03, 3.533175E+03, 3.630652E+03, 3.728427E+03, 3.826519E+03, 3.924950E+03, # 4.023741E+03, 4.122909E+03, 4.222477E+03, 4.322462E+03, 4.422884E+03, 4.523761E+03, # 4.625110E+03, 4.726949E+03, 4.829294E+03, 4.932163E+03, 5.035569E+03, 5.139530E+03, # 5.244058E+03, 5.349168E+03, 5.454873E+03, 5.561187E+03, 5.668122E+03, 5.775690E+03, # 5.883902E+03, 5.992770E+03, 6.102304E+03, 6.212514E+03, 6.323410E+03, 6.435002E+03, # 6.547298E+03, 6.660307E+03, 6.774037E+03, 6.888497E+03, 7.003694E+03, 7.119634E+03, # 7.236326E+03, 7.353776E+03, 7.471990E+03, 7.590974E+03, 7.710735E+03, 7.831278E+03, # 7.952609E+03, 8.074732E+03, 8.197654E+03, 8.321378E+03, 8.445909E+03, 8.571253E+03, # 8.697412E+03, 8.824393E+03, 8.952197E+03, 9.080830E+03, 9.210295E+03, 9.340596E+03, # 9.471735E+03, 9.603717E+03, 9.736545E+03, 9.870222E+03, 1.000475E+04, 1.014013E+04, # 1.027637E+04, 1.041348E+04, 1.055144E+04, 1.069027E+04, 1.082997E+04, 1.097054E+04, # 1.111198E+04, 1.125429E+04, 1.139749E+04, 1.154156E+04, 1.168652E+04, 1.183236E+04, # 1.197908E+04, 1.212670E+04, 1.227520E+04, 1.242459E+04, 1.257488E+04, 1.272607E+04, # 1.287815E+04, 1.303113E+04, 1.318501E+04, 1.333979E+04, 1.349548E+04, 1.365208E+04, # 1.380958E+04, 1.396799E+04, 1.412731E+04, 1.428755E+04, 1.444869E+04, 1.461076E+04, # 1.477374E+04, 1.493764E+04, 1.510246E+04, 1.526820E+04, 1.543486E+04, 1.560245E+04, # 1.577096E+04, 1.594041E+04, 1.611078E+04, 1.628208E+04, 1.645431E+04, 1.662748E+04, # 1.680158E+04, 1.697661E+04, 1.715259E+04, 1.732950E+04, 1.750736E+04, 1.768615E+04, # 1.786589E+04, 1.804658E+04, 1.822821E+04, 1.841078E+04, 1.859431E+04, 1.877879E+04, # 1.896422E+04, 1.915060E+04, 1.933794E+04, 1.952623E+04, 1.971548E+04, 1.990569E+04, # 2.009687E+04, 2.028900E+04, 2.048210E+04, 2.067616E+04, 2.087119E+04, 2.106718E+04, # 2.126415E+04, 2.146209E+04, 2.166100E+04, 2.186088E+04, 2.206174E+04, 2.226357E+04, # 2.246639E+04, 2.267018E+04, 2.287496E+04, 2.308072E+04, 2.328746E+04, 2.349519E+04, # 2.370391E+04, 2.391361E+04, 2.412431E+04, 2.433600E+04, 2.454868E+04, 2.476236E+04, # 2.497703E+04, 2.519271E+04, 2.540938E+04, 2.562706E+04, 2.584574E+04, 2.606542E+04, # 2.628611E+04, 2.650781E+04, 2.673051E+04, 2.695423E+04, 2.717896E+04, 2.740471E+04, # 2.763147E+04, 2.785925E+04, 2.808804E+04, 2.831786E+04, 2.854870E+04, 2.878057E+04, # 2.901346E+04, 2.924738E+04, 2.948232E+04, 2.971830E+04, 2.995531E+04, 3.019335E+04, # 3.043243E+04, 3.067255E+04, 3.091370E+04, 3.115589E+04, 3.139913E+04, 3.164341E+04, # 3.188873E+04, 3.213510E+04, 3.238252E+04, 3.263099E+04, 3.288051E+04, 3.313109E+04, # 3.338272E+04, 3.363540E+04, 3.388915E+04, 3.414395E+04, 3.439982E+04, 3.465675E+04, # 3.491474E+04, 3.517380E+04, 3.543392E+04, 3.569512E+04, 3.595739E+04, 3.622073E+04, # 3.648514E+04, 3.675063E+04, 3.701720E+04, 3.728485E+04, 3.755358E+04, 3.782339E+04, # 3.809428E+04, 3.836626E+04, 3.863933E+04, 3.891349E+04, 3.918873E+04, 3.946507E+04, # 3.974250E+04, 4.002103E+04, 4.030065E+04, 4.058137E+04, 4.086319E+04, 4.114612E+04, # 4.143014E+04, 4.171527E+04, 4.200151E+04, 4.228885E+04, 4.257730E+04, 4.286686E+04, # 4.315754E+04, 4.344933E+04, 4.374223E+04, 4.403625E+04, 4.433139E+04, 4.462764E+04, # 4.492502E+04, 4.522352E+04, 4.552315E+04, 4.582390E+04, 4.612578E+04, 4.642878E+04, # 4.673292E+04, 4.703819E+04, 4.734459E+04, 4.765212E+04, 4.796079E+04, 4.827060E+04, # 4.858154E+04, 4.889363E+04, 4.920686E+04, 4.952123E+04, 4.983674E+04, 5.015340E+04, # 5.047121E+04, 5.079016E+04, 5.111027E+04, 5.143152E+04, 5.175393E+04, 5.207749E+04, # 5.240221E+04, 5.272808E+04, 5.305511E+04, 5.338330E+04, 5.371265E+04, 5.404317E+04, # 5.437484E+04, 5.470768E+04, 5.504169E+04, 5.537686E+04, 5.571320E+04, 5.605071E+04, # 5.638939E+04, 5.672924E+04, 5.707027E+04, 5.741247E+04, 5.775584E+04, 5.810040E+04, # 5.844613E+04, 5.879304E+04, 5.914113E+04, 5.949040E+04, 5.984085E+04, 6.019249E+04, # 6.054532E+04, 6.089933E+04, 6.125452E+04, 6.161091E+04, 6.196849E+04, 6.232725E+04, # 6.268721E+04, 6.304837E+04, 6.341071E+04, 6.377426E+04, 6.413899E+04, 6.450493E+04, # 6.487206E+04, 6.524040E+04, 6.560993E+04, 6.598067E+04, 6.635261E+04, 6.672575E+04, # 6.710010E+04, 6.747566E+04, 6.785242E+04, 6.823039E+04, 6.860957E+04, 6.898995E+04, # 6.937155E+04, 6.975436E+04, 7.013839E+04, 7.052362E+04, 7.091008E+04, 7.129775E+04, # 7.168663E+04, 7.207673E+04, 7.246805E+04, 7.286059E+04, 7.325435E+04, 7.364933E+04, # 7.404554E+04, 7.444296E+04, 7.484161E+04, 7.524149E+04, 7.564259E+04, 7.604492E+04, # 7.644847E+04, 7.685325E+04, 7.725926E+04, 7.766650E+04, 7.807497E+04, 7.848468E+04, # 7.889561E+04, 7.930778E+04, 7.972118E+04, 8.013582E+04, 8.055169E+04, 8.096879E+04, # 8.138714E+04, 8.180672E+04, 8.222754E+04, 8.264959E+04, 8.307289E+04, 8.349743E+04, # 8.392321E+04, 8.435023E+04, 8.477849E+04, 8.520800E+04, 8.563874E+04, 8.607074E+04, # 8.650398E+04, 8.693846E+04, 8.737419E+04, 8.781117E+04, 8.824940E+04, 8.868887E+04, # 8.912959E+04, 8.957156E+04, 9.001479E+04, 9.045926E+04, 9.090498E+04, 9.135196E+04, # 9.180018E+04, 9.224966E+04, 9.270040E+04, 9.315239E+04, 9.360563E+04, 9.406013E+04, # 9.451588E+04, 9.497289E+04, 9.543115E+04, 9.589068E+04, 9.635146E+04, 9.681349E+04, # 9.727679E+04, 9.774135E+04, 9.820716E+04, 9.867424E+04, 9.914257E+04, 9.961217E+04, # 1.000830E+05, 1.005551E+05, 1.010285E+05, 1.015032E+05, 1.019791E+05, 1.024562E+05, # 1.029347E+05, 1.034144E+05, 1.038953E+05, 1.043776E+05, 1.048611E+05, 1.053458E+05, # 1.058318E+05, 1.063191E+05, 1.068077E+05, 1.072975E+05, 1.077886E+05, 1.082809E+05, # 1.087746E+05, 1.092695E+05, 1.097656E+05, 1.102631E+05, 1.107617E+05, 1.112617E+05, # 1.117630E+05, 1.122655E+05, 1.127692E+05, 1.132743E+05, 1.137806E+05, 1.142882E+05, # 1.147971E+05, 1.153072E+05, 1.158186E+05, 1.163313E+05, 1.168452E+05, 1.173604E+05, # 1.178769E+05, 1.183947E+05, 1.189137E+05, 1.194340E+05, 1.199556E+05, 1.204784E+05, # 1.210026E+05, 1.215280E+05, 1.220546E+05, 1.225826E+05, 1.231118E+05, 1.236423E+05, # 1.241741E+05, 1.247071E+05, 1.252414E+05, 1.257770E+05, 1.263139E+05, 1.268520E+05, # 1.273914E+05, 1.279321E+05, 1.284741E+05, 1.290173E+05, 1.295618E+05, 1.301076E+05, # 1.306547E+05, 1.312030E+05, 1.317526E+05, 1.323035E+05, 1.328556E+05, 1.334091E+05, # 1.339638E+05, 1.345198E+05, 1.350770E+05, 1.356355E+05, 1.361953E+05, 1.367564E+05, # 1.373188E+05, 1.378824E+05, 1.384473E+05, 1.390135E+05, 1.395809E+05, 1.401497E+05, # 1.407197E+05, 1.412909E+05, 1.418635E+05, 1.424373E+05, 1.430124E+05, 1.435888E+05, # 1.441664E+05, 1.447453E+05, 1.453255E+05, 1.459070E+05, 1.464897E+05, 1.470737E+05, # 1.476590E+05, 1.482456E+05, 1.488334E+05, 1.494225E+05, 1.500129E+05, 1.506045E+05, # 1.511974E+05, 1.517916E+05, 1.523871E+05, 1.529838E+05, 1.535818E+05, 1.541810E+05, # 1.547816E+05, 1.553834E+05, 1.559865E+05, 1.565908E+05, 1.571964E+05, 1.578033E+05, # 1.584115E+05, 1.590209E+05, 1.596316E+05, 1.602436E+05, 1.608568E+05, 1.614713E+05, # 1.620871E+05, 1.627041E+05, 1.633224E+05, 1.639420E+05, 1.645628E+05, 1.651849E+05, # 1.658083E+05, 1.664329E+05, 1.670588E+05, 1.676859E+05, 1.683144E+05, 1.689440E+05, # 1.695750E+05, 1.702072E+05, 1.708407E+05, 1.714754E+05, 1.721114E+05, 1.727487E+05, # 1.733872E+05, 1.740270E+05, 1.746680E+05, 1.753103E+05, 1.759539E+05, 1.765987E+05, # 1.772448E+05, 1.778921E+05, 1.785407E+05, 1.791906E+05, 1.798417E+05, 1.804941E+05, # 1.811477E+05, 1.818026E+05, 1.824587E+05, 1.831161E+05, 1.837748E+05, 1.844347E+05, # 1.850958E+05, 1.857582E+05, 1.864219E+05, 1.870868E+05, 1.877530E+05, 1.884204E+05, # 1.890890E+05, 1.897590E+05, 1.904301E+05, 1.911025E+05, 1.917762E+05, 1.924511E+05, # 1.931273E+05, 1.938047E+05, 1.944833E+05, 1.951632E+05, 1.958443E+05, 1.965267E+05, # 1.972104E+05, 1.978952E+05, 1.985814E+05, 1.992687E+05, 1.999573E+05, 2.006472E+05, # 2.013382E+05, 2.020306E+05, 2.027241E+05, 2.034189E+05, 2.041150E+05, 2.048122E+05, # 2.055107E+05, 2.062105E+05, 2.069115E+05, 2.076137E+05, 2.083171E+05, 2.090218E+05, # 2.097278E+05, 2.104349E+05, 2.111433E+05, 2.118529E+05, 2.125638E+05, 2.132758E+05, # 2.139891E+05, 2.147037E+05, 2.154194E+05, 2.161364E+05, 2.168546E+05, 2.175741E+05, # 2.182947E+05, 2.190166E+05, 2.197397E+05, 2.204641E+05, 2.211896E+05, 2.219164E+05, # 2.226444E+05, 2.233736E+05, 2.241041E+05, 2.248357E+05, 2.255686E+05, 2.263027E+05, # 2.270380E+05, 2.277745E+05, 2.285122E+05, 2.292512E+05, 2.299914E+05, 2.307327E+05, # 2.314753E+05, 2.322191E+05, 2.329641E+05, 2.337103E+05, 2.344578E+05, 2.352064E+05, # 2.359562E+05, 2.367073E+05, 2.374595E+05, 2.382130E+05, 2.389676E+05, 2.397235E+05, # 2.404806E+05, 2.412388E+05, 2.419983E+05, 2.427590E+05, 2.435208E+05, 2.442839E+05, # 2.450481E+05, 2.458136E+05, 2.465802E+05, 2.473481E+05, 2.481171E+05, 2.488873E+05, # 2.496587E+05, 2.504313E+05, 2.512051E+05, 2.519801E+05, 2.527563E+05, 2.535337E+05, # 2.543122E+05, 2.550919E+05, 2.558729E+05, 2.566550E+05, 2.574382E+05, 2.582227E+05, # 2.590083E+05, 2.597952E+05, 2.605832E+05, 2.613723E+05, 2.621627E+05, 2.629542E+05, # 2.637469E+05, 2.645408E+05, 2.653359E+05, 2.661321E+05, 2.669295E+05, 2.677281E+05, # 2.685278E+05, 2.693287E+05, 2.701308E+05, 2.709340E+05, 2.717384E+05, 2.725440E+05, # 2.733507E+05, 2.741586E+05, 2.749677E+05, 2.757779E+05, 2.765893E+05, 2.774018E+05, # 2.782155E+05, 2.790303E+05, 2.798463E+05, 2.806635E+05, 2.814818E+05, 2.823013E+05, # 2.831219E+05, 2.839436E+05, 2.847665E+05, 2.855906E+05, 2.864158E+05, 2.872422E+05, # 2.880697E+05, 2.888983E+05, 2.897281E+05, 2.905590E+05, 2.913911E+05, 2.922243E+05, # 2.930586E+05, 2.938941E+05, 2.947307E+05, 2.955685E+05, 2.964074E+05, 2.972474E+05, # 2.980885E+05, 2.989308E+05, 2.997742E+05, 3.006188E+05, 3.014644E+05, 3.023112E+05, # 3.031591E+05, 3.040082E+05, 3.048584E+05, 3.057096E+05, 3.065620E+05, 3.074156E+05, # 3.082702E+05, 3.091260E+05, 3.099829E+05, 3.108409E+05, 3.117000E+05, 3.125602E+05, # 3.134215E+05, 3.142840E+05, 3.151475E+05, 3.160122E+05, 3.168780E+05, 3.177449E+05, # 3.186128E+05, 3.194819E+05, 3.203521E+05, 3.212234E+05, 3.220958E+05, 3.229693E+05, # 3.238439E+05, 3.247196E+05, 3.255963E+05, 3.264742E+05, 3.273532E+05, 3.282332E+05, # 3.291144E+05, 3.299966E+05, 3.308799E+05, 3.317644E+05, 3.326499E+05, 3.335364E+05, # 3.344241E+05, 3.353129E+05, 3.362027E+05, 3.370936E+05, 3.379856E+05, 3.388787E+05, # 3.397728E+05, #]) # ============================ M = 7, I = 6 ============================ #M = 7 #I = 6 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[8] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 7.197400E+01, 2.853555E+02, 5.586187E+02, 8.345484E+02, 1.111229E+03, 1.388232E+03, # 1.665410E+03, 1.942696E+03, 2.220057E+03, 2.497475E+03, 2.774938E+03, 3.052439E+03, # 3.329973E+03, 3.607536E+03, 3.885127E+03, 4.162745E+03, 4.440388E+03, 4.718059E+03, # 4.995759E+03, 5.273495E+03, 5.551272E+03, 5.829102E+03, 6.106999E+03, 6.384979E+03, # 6.663066E+03, 6.941285E+03, 7.219666E+03, 7.498244E+03, 7.777057E+03, 8.056147E+03, # 8.335560E+03, 8.615344E+03, 8.895550E+03, 9.176232E+03, 9.457446E+03, 9.739248E+03, # 1.002170E+04, 1.030485E+04, 1.058877E+04, 1.087351E+04, 1.115914E+04, 1.144570E+04, # 1.173327E+04, 1.202189E+04, 1.231163E+04, 1.260254E+04, 1.289467E+04, 1.318807E+04, # 1.348281E+04, 1.377892E+04, 1.407645E+04, 1.437546E+04, 1.467598E+04, 1.497807E+04, # 1.528176E+04, 1.558710E+04, 1.589412E+04, 1.620287E+04, 1.651337E+04, 1.682567E+04, # 1.713979E+04, 1.745577E+04, 1.777365E+04, 1.809345E+04, 1.841520E+04, 1.873892E+04, # 1.906465E+04, 1.939241E+04, 1.972223E+04, 2.005412E+04, 2.038811E+04, 2.072422E+04, # 2.106247E+04, 2.140289E+04, 2.174549E+04, 2.209029E+04, 2.243730E+04, 2.278655E+04, # 2.313805E+04, 2.349181E+04, 2.384786E+04, 2.420620E+04, 2.456684E+04, 2.492982E+04, # 2.529512E+04, 2.566278E+04, 2.603279E+04, 2.640517E+04, 2.677994E+04, 2.715710E+04, # 2.753666E+04, 2.791864E+04, 2.830303E+04, 2.868986E+04, 2.907913E+04, 2.947085E+04, # 2.986503E+04, 3.026168E+04, 3.066080E+04, 3.106240E+04, 3.146649E+04, 3.187307E+04, # 3.228216E+04, 3.269376E+04, 3.310788E+04, 3.352452E+04, 3.394370E+04, 3.436540E+04, # 3.478965E+04, 3.521645E+04, 3.564581E+04, 3.607772E+04, 3.651220E+04, 3.694925E+04, # 3.738887E+04, 3.783108E+04, 3.827587E+04, 3.872325E+04, 3.917323E+04, 3.962582E+04, # 4.008100E+04, 4.053880E+04, 4.099922E+04, 4.146225E+04, 4.192792E+04, 4.239621E+04, # 4.286713E+04, 4.334070E+04, 4.381690E+04, 4.429576E+04, 4.477727E+04, 4.526143E+04, # 4.574825E+04, 4.623774E+04, 4.672990E+04, 4.722474E+04, 4.772225E+04, 4.822244E+04, # 4.872532E+04, 4.923089E+04, 4.973916E+04, 5.025012E+04, 5.076379E+04, 5.128016E+04, # 5.179925E+04, 5.232105E+04, 5.284558E+04, 5.337283E+04, 5.390280E+04, 5.443551E+04, # 5.497096E+04, 5.550915E+04, 5.605008E+04, 5.659377E+04, 5.714021E+04, 5.768940E+04, # 5.824136E+04, 5.879609E+04, 5.935359E+04, 5.991386E+04, 6.047692E+04, 6.104276E+04, # 6.161139E+04, 6.218281E+04, 6.275703E+04, 6.333405E+04, 6.391387E+04, 6.449651E+04, # 6.508197E+04, 6.567024E+04, 6.626134E+04, 6.685526E+04, 6.745202E+04, 6.805162E+04, # 6.865406E+04, 6.925935E+04, 6.986749E+04, 7.047848E+04, 7.109234E+04, 7.170906E+04, # 7.232865E+04, 7.295112E+04, 7.357646E+04, 7.420469E+04, 7.483581E+04, 7.546982E+04, # 7.610672E+04, 7.674654E+04, 7.738925E+04, 7.803489E+04, 7.868343E+04, 7.933490E+04, # 7.998930E+04, 8.064663E+04, 8.130689E+04, 8.197009E+04, 8.263624E+04, 8.330535E+04, # 8.397740E+04, 8.465242E+04, 8.533040E+04, 8.601135E+04, 8.669528E+04, 8.738218E+04, # 8.807207E+04, 8.876495E+04, 8.946082E+04, 9.015970E+04, 9.086157E+04, 9.156646E+04, # 9.227436E+04, 9.298527E+04, 9.369922E+04, 9.441619E+04, 9.513619E+04, 9.585923E+04, # 9.658532E+04, 9.731445E+04, 9.804664E+04, 9.878188E+04, 9.952019E+04, 1.002616E+05, # 1.010060E+05, 1.017535E+05, 1.025041E+05, 1.032578E+05, 1.040146E+05, 1.047745E+05, # 1.055375E+05, 1.063036E+05, 1.070728E+05, 1.078451E+05, 1.086206E+05, 1.093991E+05, # 1.101808E+05, 1.109657E+05, 1.117536E+05, 1.125448E+05, 1.133390E+05, 1.141365E+05, # 1.149371E+05, 1.157408E+05, 1.165477E+05, 1.173578E+05, 1.181711E+05, 1.189876E+05, # 1.198072E+05, 1.206301E+05, 1.214561E+05, 1.222854E+05, 1.231178E+05, 1.239535E+05, # 1.247924E+05, 1.256345E+05, 1.264798E+05, 1.273284E+05, 1.281802E+05, 1.290352E+05, # 1.298935E+05, 1.307550E+05, 1.316198E+05, 1.324879E+05, 1.333592E+05, 1.342338E+05, # 1.351116E+05, 1.359927E+05, 1.368771E+05, 1.377648E+05, 1.386558E+05, 1.395501E+05, # 1.404477E+05, 1.413486E+05, 1.422528E+05, 1.431603E+05, 1.440711E+05, 1.449852E+05, # 1.459027E+05, 1.468235E+05, 1.477476E+05, 1.486751E+05, 1.496059E+05, 1.505400E+05, # 1.514775E+05, 1.524184E+05, 1.533626E+05, 1.543102E+05, 1.552611E+05, 1.562155E+05, # 1.571732E+05, 1.581342E+05, 1.590987E+05, 1.600665E+05, 1.610378E+05, 1.620124E+05, # 1.629905E+05, 1.639719E+05, 1.649567E+05, 1.659450E+05, 1.669367E+05, 1.679318E+05, # 1.689303E+05, 1.699322E+05, 1.709376E+05, 1.719464E+05, 1.729586E+05, 1.739743E+05, # 1.749935E+05, 1.760160E+05, 1.770421E+05, 1.780716E+05, 1.791045E+05, 1.801409E+05, # 1.811808E+05, 1.822242E+05, 1.832710E+05, 1.843213E+05, 1.853751E+05, 1.864324E+05, # 1.874931E+05, 1.885574E+05, 1.896251E+05, 1.906964E+05, 1.917711E+05, 1.928494E+05, # 1.939311E+05, 1.950164E+05, 1.961052E+05, 1.971975E+05, 1.982934E+05, 1.993927E+05, # 2.004956E+05, 2.016020E+05, 2.027120E+05, 2.038255E+05, 2.049425E+05, 2.060631E+05, # 2.071872E+05, 2.083149E+05, 2.094461E+05, 2.105809E+05, 2.117192E+05, 2.128611E+05, # 2.140066E+05, 2.151556E+05, 2.163082E+05, 2.174644E+05, 2.186241E+05, 2.197874E+05, # 2.209544E+05, 2.221249E+05, 2.232989E+05, 2.244766E+05, 2.256579E+05, 2.268427E+05, # 2.280312E+05, 2.292232E+05, 2.304189E+05, 2.316182E+05, 2.328211E+05, 2.340275E+05, # 2.352376E+05, 2.364514E+05, 2.376687E+05, 2.388896E+05, 2.401142E+05, 2.413424E+05, # 2.425742E+05, 2.438097E+05, 2.450488E+05, 2.462915E+05, 2.475379E+05, 2.487879E+05, # 2.500415E+05, 2.512988E+05, 2.525597E+05, 2.538243E+05, 2.550925E+05, 2.563644E+05, # 2.576400E+05, 2.589192E+05, 2.602020E+05, 2.614885E+05, 2.627787E+05, 2.640725E+05, # 2.653700E+05, 2.666712E+05, 2.679761E+05, 2.692846E+05, 2.705968E+05, 2.719126E+05, # 2.732322E+05, 2.745554E+05, 2.758823E+05, 2.772129E+05, 2.785471E+05, 2.798851E+05, # 2.812268E+05, 2.825721E+05, 2.839211E+05, 2.852738E+05, 2.866302E+05, 2.879904E+05, # 2.893542E+05, 2.907217E+05, 2.920929E+05, 2.934678E+05, 2.948464E+05, 2.962287E+05, # 2.976148E+05, 2.990045E+05, 3.003980E+05, 3.017951E+05, 3.031960E+05, 3.046006E+05, # 3.060089E+05, 3.074209E+05, 3.088366E+05, 3.102561E+05, 3.116792E+05, 3.131061E+05, # 3.145368E+05, 3.159711E+05, 3.174092E+05, 3.188509E+05, 3.202965E+05, 3.217457E+05, # 3.231987E+05, 3.246554E+05, 3.261158E+05, 3.275800E+05, 3.290479E+05, 3.305196E+05, # 3.319949E+05, 3.334740E+05, 3.349569E+05, 3.364435E+05, 3.379338E+05, 3.394279E+05, # 3.409257E+05, 3.424272E+05, 3.439325E+05, 3.454415E+05, 3.469543E+05, 3.484708E+05, # 3.499911E+05, 3.515151E+05, 3.530429E+05, 3.545744E+05, 3.561096E+05, 3.576486E+05, # 3.591914E+05, 3.607379E+05, 3.622881E+05, 3.638421E+05, 3.653999E+05, 3.669614E+05, # 3.685267E+05, 3.700957E+05, 3.716684E+05, 3.732450E+05, 3.748252E+05, 3.764093E+05, # 3.779970E+05, 3.795886E+05, 3.811839E+05, 3.827829E+05, 3.843857E+05, 3.859923E+05, # 3.876026E+05, 3.892167E+05, 3.908345E+05, 3.924561E+05, 3.940814E+05, 3.957105E+05, # 3.973434E+05, 3.989800E+05, 4.006204E+05, 4.022645E+05, 4.039124E+05, 4.055641E+05, # 4.072195E+05, 4.088786E+05, 4.105416E+05, 4.122082E+05, 4.138787E+05, 4.155529E+05, # 4.172308E+05, 4.189126E+05, 4.205980E+05, 4.222873E+05, 4.239803E+05, 4.256770E+05, # 4.273775E+05, 4.290818E+05, 4.307898E+05, 4.325016E+05, 4.342171E+05, 4.359364E+05, # 4.376594E+05, 4.393862E+05, 4.411168E+05, 4.428511E+05, 4.445892E+05, 4.463310E+05, # 4.480765E+05, 4.498259E+05, 4.515790E+05, 4.533358E+05, 4.550964E+05, 4.568607E+05, # 4.586288E+05, 4.604006E+05, 4.621762E+05, 4.639555E+05, 4.657386E+05, 4.675255E+05, # 4.693160E+05, 4.711104E+05, 4.729085E+05, 4.747103E+05, 4.765158E+05, 4.783252E+05, # 4.801382E+05, 4.819550E+05, 4.837756E+05, 4.855998E+05, 4.874279E+05, 4.892596E+05, # 4.910951E+05, 4.929344E+05, 4.947774E+05, 4.966241E+05, 4.984745E+05, 5.003287E+05, # 5.021866E+05, 5.040483E+05, 5.059137E+05, 5.077828E+05, 5.096557E+05, 5.115323E+05, # 5.134126E+05, 5.152966E+05, 5.171844E+05, 5.190759E+05, 5.209711E+05, 5.228700E+05, # 5.247727E+05, 5.266791E+05, 5.285892E+05, 5.305030E+05, 5.324206E+05, 5.343418E+05, # 5.362668E+05, 5.381955E+05, 5.401279E+05, 5.420640E+05, 5.440038E+05, 5.459474E+05, # 5.478946E+05, 5.498456E+05, 5.518002E+05, 5.537586E+05, 5.557207E+05, 5.576864E+05, # 5.596559E+05, 5.616291E+05, 5.636060E+05, 5.655865E+05, 5.675708E+05, 5.695587E+05, # 5.715504E+05, 5.735457E+05, 5.755448E+05, 5.775475E+05, 5.795539E+05, 5.815640E+05, # 5.835777E+05, 5.855952E+05, 5.876163E+05, 5.896411E+05, 5.916696E+05, 5.937018E+05, # 5.957376E+05, 5.977772E+05, 5.998203E+05, 6.018672E+05, 6.039177E+05, 6.059719E+05, # 6.080298E+05, 6.100913E+05, 6.121564E+05, 6.142253E+05, 6.162978E+05, 6.183739E+05, # 6.204537E+05, 6.225372E+05, 6.246243E+05, 6.267150E+05, 6.288094E+05, 6.309075E+05, # 6.330091E+05, 6.351145E+05, 6.372234E+05, 6.393360E+05, 6.414523E+05, 6.435722E+05, # 6.456957E+05, 6.478228E+05, 6.499535E+05, 6.520879E+05, 6.542259E+05, 6.563676E+05, # 6.585128E+05, 6.606617E+05, 6.628142E+05, 6.649703E+05, 6.671300E+05, 6.692933E+05, # 6.714602E+05, 6.736307E+05, 6.758049E+05, 6.779826E+05, 6.801639E+05, 6.823489E+05, # 6.845374E+05, 6.867295E+05, 6.889252E+05, 6.911245E+05, 6.933274E+05, 6.955338E+05, # 6.977439E+05, 6.999575E+05, 7.021747E+05, 7.043955E+05, 7.066198E+05, 7.088477E+05, # 7.110792E+05, 7.133142E+05, 7.155528E+05, 7.177950E+05, 7.200407E+05, 7.222900E+05, # 7.245429E+05, 7.267992E+05, 7.290592E+05, 7.313227E+05, 7.335897E+05, 7.358602E+05, # 7.381343E+05, 7.404120E+05, 7.426932E+05, 7.449779E+05, 7.472661E+05, 7.495578E+05, # 7.518531E+05, 7.541519E+05, 7.564543E+05, 7.587601E+05, 7.610694E+05, 7.633823E+05, # 7.656987E+05, 7.680185E+05, 7.703419E+05, 7.726688E+05, 7.749992E+05, 7.773330E+05, # 7.796704E+05, 7.820113E+05, 7.843556E+05, 7.867034E+05, 7.890547E+05, 7.914095E+05, # 7.937678E+05, 7.961295E+05, 7.984947E+05, 8.008634E+05, 8.032355E+05, 8.056111E+05, # 8.079901E+05, 8.103727E+05, 8.127586E+05, 8.151480E+05, 8.175409E+05, 8.199372E+05, # 8.223370E+05, 8.247402E+05, 8.271468E+05, 8.295569E+05, 8.319703E+05, 8.343873E+05, # 8.368076E+05, 8.392314E+05, 8.416586E+05, 8.440892E+05, 8.465232E+05, 8.489606E+05, # 8.514015E+05, 8.538457E+05, 8.562933E+05, 8.587444E+05, 8.611988E+05, 8.636566E+05, # 8.661178E+05, 8.685824E+05, 8.710504E+05, 8.735218E+05, 8.759965E+05, 8.784746E+05, # 8.809561E+05, 8.834410E+05, 8.859292E+05, 8.884208E+05, 8.909157E+05, 8.934140E+05, # 8.959156E+05, 8.984206E+05, 9.009290E+05, 9.034406E+05, 9.059557E+05, 9.084740E+05, # 9.109957E+05, 9.135207E+05, 9.160491E+05, 9.185807E+05, 9.211157E+05, 9.236540E+05, # 9.261956E+05, 9.287405E+05, 9.312888E+05, 9.338403E+05, 9.363952E+05, 9.389533E+05, # 9.415147E+05, 9.440794E+05, 9.466474E+05, 9.492187E+05, 9.517933E+05, 9.543711E+05, # 9.569522E+05, 9.595366E+05, 9.621243E+05, 9.647152E+05, 9.673094E+05, 9.699068E+05, # 9.725075E+05, 9.751114E+05, 9.777186E+05, 9.803290E+05, 9.829427E+05, 9.855596E+05, # 9.881797E+05, #]) # ============================ M = 8, I = 1 ============================ M = 8 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.191251E+01, 3.039419E+01, 5.510160E+01, 8.016892E+01, 1.060748E+02, 1.334249E+02, 1.625521E+02, 1.935309E+02, 2.262845E+02, 2.606669E+02, 2.965100E+02, 3.336478E+02, 3.719268E+02, 4.112102E+02, 4.513776E+02, 4.923247E+02, 5.339612E+02, 5.762089E+02, 6.190004E+02, 6.622774E+02, 7.059892E+02, 7.500918E+02, 7.945471E+02, 8.393216E+02, 8.843864E+02, 9.297160E+02, 9.752885E+02, 1.021085E+03, 1.067088E+03, 1.113283E+03, 1.159659E+03, 1.206206E+03, 1.252913E+03, 1.299774E+03, 1.346783E+03, 1.393935E+03, 1.441227E+03, 1.488656E+03, 1.536220E+03, 1.583919E+03, 1.631753E+03, 1.679722E+03, 1.727827E+03, 1.776070E+03, 1.824453E+03, 1.872979E+03, 1.921651E+03, 1.970471E+03, 2.019443E+03, 2.068572E+03, 2.117860E+03, 2.167312E+03, 2.216932E+03, 2.266724E+03, 2.316693E+03, 2.366843E+03, 2.417177E+03, 2.467702E+03, 2.518421E+03, 2.569338E+03, 2.620458E+03, 2.671785E+03, 2.723323E+03, 2.775077E+03, 2.827051E+03, 2.879248E+03, 2.931673E+03, 2.984330E+03, 3.037222E+03, 3.090354E+03, 3.143729E+03, 3.197350E+03, 3.251221E+03, 3.305345E+03, 3.359727E+03, 3.414368E+03, 3.469272E+03, 3.524443E+03, 3.579882E+03, 3.635594E+03, 3.691580E+03, 3.747844E+03, 3.804389E+03, 3.861216E+03, 3.918328E+03, 3.975728E+03, 4.033418E+03, 4.091400E+03, 4.149677E+03, 4.208250E+03, 4.267123E+03, 4.326295E+03, 4.385771E+03, 4.445551E+03, 4.505637E+03, 4.566032E+03, 4.626736E+03, 4.687752E+03, 4.749081E+03, 4.810724E+03, 4.872684E+03, 4.934962E+03, 4.997558E+03, 5.060475E+03, 5.123714E+03, 5.187276E+03, 5.251162E+03, 5.315374E+03, 5.379913E+03, 5.444779E+03, 5.509975E+03, 5.575500E+03, 5.641357E+03, 5.707545E+03, 5.774067E+03, 5.840923E+03, 5.908114E+03, 5.975641E+03, 6.043504E+03, 6.111706E+03, 6.180245E+03, 6.249124E+03, 6.318343E+03, 6.387902E+03, 6.457803E+03, 6.528046E+03, 6.598632E+03, 6.669562E+03, 6.740836E+03, 6.812455E+03, 6.884419E+03, 6.956729E+03, 7.029386E+03, 7.102390E+03, 7.175742E+03, 7.249442E+03, 7.323491E+03, 7.397889E+03, 7.472637E+03, 7.547736E+03, 7.623185E+03, 7.698986E+03, 7.775138E+03, 7.851642E+03, 7.928499E+03, 8.005709E+03, 8.083272E+03, 8.161189E+03, 8.239460E+03, 8.318086E+03, 8.397066E+03, 8.476402E+03, 8.556093E+03, 8.636141E+03, 8.716544E+03, 8.797304E+03, 8.878421E+03, 8.959895E+03, 9.041727E+03, 9.123916E+03, 9.206464E+03, 9.289370E+03, 9.372635E+03, 9.456258E+03, 9.540241E+03, 9.624583E+03, 9.709284E+03, 9.794346E+03, 9.879768E+03, 9.965550E+03, 1.005169E+04, 1.013820E+04, 1.022506E+04, 1.031229E+04, 1.039988E+04, 1.048783E+04, 1.057614E+04, 1.066481E+04, 1.075384E+04, 1.084324E+04, 1.093300E+04, 1.102313E+04, 1.111361E+04, 1.120447E+04, 1.129568E+04, 1.138725E+04, 1.147920E+04, 1.157150E+04, 1.166417E+04, 1.175720E+04, 1.185060E+04, 1.194436E+04, 1.203849E+04, 1.213298E+04, 1.222784E+04, 1.232306E+04, 1.241864E+04, 1.251460E+04, 1.261091E+04, 1.270760E+04, 1.280465E+04, 1.290206E+04, 1.299984E+04, 1.309799E+04, 1.319650E+04, 1.329538E+04, 1.339463E+04, 1.349424E+04, 1.359422E+04, 1.369457E+04, 1.379528E+04, 1.389637E+04, 1.399781E+04, 1.409963E+04, 1.420181E+04, 1.430436E+04, 1.440728E+04, 1.451057E+04, 1.461422E+04, 1.471824E+04, 1.482263E+04, 1.492739E+04, 1.503252E+04, 1.513801E+04, 1.524387E+04, 1.535010E+04, 1.545670E+04, 1.556367E+04, 1.567101E+04, 1.577872E+04, 1.588679E+04, 1.599524E+04, 1.610405E+04, 1.621323E+04, 1.632278E+04, 1.643271E+04, 1.654300E+04, 1.665366E+04, 1.676469E+04, 1.687608E+04, 1.698785E+04, 1.709999E+04, 1.721250E+04, 1.732538E+04, 1.743863E+04, 1.755225E+04, 1.766624E+04, 1.778060E+04, 1.789533E+04, 1.801043E+04, 1.812590E+04, 1.824174E+04, 1.835795E+04, 1.847453E+04, 1.859149E+04, 1.870881E+04, 1.882651E+04, 1.894457E+04, 1.906301E+04, 1.918182E+04, 1.930099E+04, 1.942054E+04, 1.954047E+04, 1.966076E+04, 1.978142E+04, 1.990246E+04, 2.002387E+04, 2.014565E+04, 2.026779E+04, 2.039032E+04, 2.051321E+04, 2.063648E+04, 2.076011E+04, 2.088412E+04, 2.100850E+04, 2.113326E+04, 2.125838E+04, 2.138388E+04, 2.150975E+04, 2.163599E+04, 2.176260E+04, 2.188959E+04, 2.201695E+04, 2.214468E+04, 2.227279E+04, 2.240126E+04, 2.253011E+04, 2.265933E+04, 2.278893E+04, 2.291890E+04, 2.304924E+04, 2.317995E+04, 2.331103E+04, 2.344249E+04, 2.357433E+04, 2.370653E+04, 2.383911E+04, 2.397206E+04, 2.410538E+04, 2.423908E+04, 2.437315E+04, 2.450760E+04, 2.464242E+04, 2.477761E+04, 2.491317E+04, 2.504911E+04, 2.518542E+04, 2.532211E+04, 2.545917E+04, 2.559660E+04, 2.573441E+04, 2.587259E+04, 2.601114E+04, 2.615007E+04, 2.628938E+04, 2.642905E+04, 2.656910E+04, 2.670953E+04, 2.685033E+04, 2.699150E+04, 2.713305E+04, 2.727497E+04, 2.741727E+04, 2.755994E+04, 2.770298E+04, 2.784640E+04, 2.799019E+04, 2.813436E+04, 2.827891E+04, 2.842383E+04, 2.856912E+04, 2.871478E+04, 2.886083E+04, 2.900724E+04, 2.915404E+04, 2.930120E+04, 2.944874E+04, 2.959666E+04, 2.974495E+04, 2.989362E+04, 3.004266E+04, 3.019208E+04, 3.034187E+04, 3.049204E+04, 3.064258E+04, 3.079350E+04, 3.094479E+04, 3.109646E+04, 3.124851E+04, 3.140093E+04, 3.155372E+04, 3.170690E+04, 3.186044E+04, 3.201436E+04, 3.216866E+04, 3.232334E+04, 3.247839E+04, 3.263381E+04, 3.278961E+04, 3.294579E+04, 3.310234E+04, 3.325927E+04, 3.341658E+04, 3.357426E+04, 3.373232E+04, 3.389075E+04, 3.404956E+04, 3.420875E+04, 3.436831E+04, 3.452825E+04, 3.468856E+04, 3.484925E+04, 3.501032E+04, 3.517177E+04, 3.533359E+04, 3.549578E+04, 3.565836E+04, 3.582131E+04, 3.598464E+04, 3.614834E+04, 3.631242E+04, 3.647688E+04, 3.664171E+04, 3.680692E+04, 3.697251E+04, 3.713848E+04, 3.730482E+04, 3.747154E+04, 3.763863E+04, 3.780611E+04, 3.797396E+04, 3.814218E+04, 3.831079E+04, 3.847977E+04, 3.864913E+04, 3.881886E+04, 3.898898E+04, 3.915947E+04, 3.933034E+04, 3.950158E+04, 3.967321E+04, 3.984521E+04, 4.001759E+04, 4.019034E+04, 4.036348E+04, 4.053699E+04, 4.071088E+04, 4.088515E+04, 4.105979E+04, 4.123481E+04, 4.141021E+04, 4.158599E+04, 4.176215E+04, 4.193868E+04, 4.211560E+04, 4.229289E+04, 4.247056E+04, 4.264860E+04, 4.282703E+04, 4.300583E+04, 4.318501E+04, 4.336457E+04, 4.354451E+04, 4.372483E+04, 4.390552E+04, 4.408660E+04, 4.426805E+04, 4.444988E+04, 4.463209E+04, 4.481468E+04, 4.499764E+04, 4.518099E+04, 4.536471E+04, 4.554881E+04, 4.573329E+04, 4.591815E+04, 4.610339E+04, 4.628901E+04, 4.647501E+04, 4.666138E+04, 4.684814E+04, 4.703527E+04, 4.722278E+04, 4.741068E+04, 4.759895E+04, 4.778760E+04, 4.797663E+04, 4.816604E+04, 4.835582E+04, 4.854599E+04, 4.873654E+04, 4.892746E+04, 4.911877E+04, 4.931045E+04, 4.950252E+04, 4.969496E+04, 4.988779E+04, 5.008099E+04, 5.027457E+04, 5.046853E+04, 5.066288E+04, 5.085760E+04, 5.105270E+04, 5.124818E+04, 5.144404E+04, 5.164028E+04, 5.183691E+04, 5.203391E+04, 5.223129E+04, 5.242905E+04, 5.262719E+04, 5.282571E+04, 5.302462E+04, 5.322390E+04, 5.342356E+04, 5.362360E+04, 5.382403E+04, 5.402483E+04, 5.422601E+04, 5.442758E+04, 5.462952E+04, 5.483185E+04, 5.503455E+04, 5.523764E+04, 5.544110E+04, 5.564495E+04, 5.584918E+04, 5.605379E+04, 5.625878E+04, 5.646415E+04, 5.666990E+04, 5.687603E+04, 5.708254E+04, 5.728944E+04, 5.749671E+04, 5.770437E+04, 5.791240E+04, 5.812082E+04, 5.832962E+04, 5.853880E+04, 5.874836E+04, ]) # ============================ M = 8, I = 2 ============================ M = 8 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 7.968254E+00, 2.085297E+01, 3.792990E+01, 5.524809E+01, 7.314363E+01, 9.203618E+01, 1.121564E+02, 1.335562E+02, 1.561829E+02, 1.799356E+02, 2.046983E+02, 2.303563E+02, 2.568035E+02, 2.839452E+02, 3.116984E+02, 3.399909E+02, 3.687601E+02, 3.979521E+02, 4.275203E+02, 4.574244E+02, 4.876292E+02, 5.181045E+02, 5.488239E+02, 5.797642E+02, 6.109056E+02, 6.422306E+02, 6.737239E+02, 7.053725E+02, 7.371650E+02, 7.690917E+02, 8.011441E+02, 8.333154E+02, 8.655995E+02, 8.979917E+02, 9.304882E+02, 9.630858E+02, 9.957823E+02, 1.028576E+03, 1.061467E+03, 1.094454E+03, 1.127536E+03, 1.160716E+03, 1.193994E+03, 1.227372E+03, 1.260850E+03, 1.294431E+03, 1.328118E+03, 1.361912E+03, 1.395816E+03, 1.429833E+03, 1.463965E+03, 1.498216E+03, 1.532589E+03, 1.567086E+03, 1.601711E+03, 1.636466E+03, 1.671355E+03, 1.706382E+03, 1.741548E+03, 1.776858E+03, 1.812314E+03, 1.847919E+03, 1.883676E+03, 1.919589E+03, 1.955659E+03, 1.991891E+03, 2.028286E+03, 2.064847E+03, 2.101578E+03, 2.138480E+03, 2.175556E+03, 2.212809E+03, 2.250241E+03, 2.287854E+03, 2.325651E+03, 2.363634E+03, 2.401805E+03, 2.440166E+03, 2.478720E+03, 2.517467E+03, 2.556411E+03, 2.595552E+03, 2.634894E+03, 2.674437E+03, 2.714183E+03, 2.754134E+03, 2.794291E+03, 2.834657E+03, 2.875231E+03, 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1.115777E+04, 1.123396E+04, 1.131042E+04, 1.138713E+04, 1.146411E+04, 1.154134E+04, 1.161883E+04, 1.169658E+04, 1.177458E+04, 1.185285E+04, 1.193138E+04, 1.201016E+04, 1.208920E+04, 1.216850E+04, 1.224806E+04, 1.232788E+04, 1.240796E+04, 1.248829E+04, 1.256889E+04, 1.264974E+04, 1.273085E+04, 1.281222E+04, 1.289385E+04, 1.297574E+04, 1.305789E+04, 1.314029E+04, 1.322295E+04, 1.330588E+04, 1.338906E+04, 1.347249E+04, 1.355619E+04, 1.364015E+04, 1.372436E+04, 1.380883E+04, 1.389356E+04, 1.397855E+04, 1.406380E+04, 1.414931E+04, 1.423507E+04, 1.432109E+04, 1.440737E+04, 1.449391E+04, 1.458070E+04, 1.466776E+04, 1.475507E+04, 1.484264E+04, 1.493047E+04, 1.501855E+04, 1.510690E+04, 1.519550E+04, 1.528435E+04, 1.537347E+04, 1.546284E+04, 1.555247E+04, 1.564236E+04, 1.573251E+04, 1.582291E+04, 1.591357E+04, 1.600448E+04, 1.609566E+04, 1.618709E+04, 1.627877E+04, 1.637072E+04, 1.646292E+04, 1.655538E+04, 1.664809E+04, 1.674106E+04, 1.683429E+04, 1.692777E+04, 1.702151E+04, 1.711550E+04, 1.720975E+04, 1.730426E+04, 1.739902E+04, 1.749404E+04, 1.758932E+04, 1.768485E+04, 1.778063E+04, 1.787667E+04, 1.797297E+04, 1.806952E+04, 1.816632E+04, 1.826338E+04, 1.836070E+04, 1.845827E+04, 1.855609E+04, 1.865417E+04, 1.875251E+04, 1.885109E+04, 1.894994E+04, 1.904903E+04, 1.914838E+04, 1.924798E+04, 1.934784E+04, 1.944795E+04, 1.954831E+04, 1.964893E+04, 1.974980E+04, 1.985093E+04, 1.995230E+04, 2.005393E+04, 2.015581E+04, 2.025795E+04, 2.036033E+04, 2.046297E+04, 2.056586E+04, 2.066900E+04, 2.077240E+04, 2.087604E+04, 2.097994E+04, 2.108409E+04, 2.118849E+04, 2.129314E+04, 2.139804E+04, 2.150319E+04, 2.160860E+04, 2.171425E+04, 2.182015E+04, 2.192631E+04, 2.203271E+04, 2.213936E+04, 2.224627E+04, 2.235342E+04, 2.246082E+04, 2.256847E+04, 2.267637E+04, 2.278452E+04, 2.289292E+04, 2.300156E+04, 2.311046E+04, 2.321960E+04, 2.332899E+04, 2.343862E+04, 2.354851E+04, 2.365864E+04, 2.376902E+04, 2.387965E+04, 2.399052E+04, 2.410165E+04, 2.421301E+04, 2.432462E+04, 2.443649E+04, 2.454859E+04, 2.466094E+04, 2.477354E+04, 2.488638E+04, 2.499947E+04, 2.511280E+04, 2.522638E+04, 2.534020E+04, 2.545426E+04, 2.556858E+04, 2.568313E+04, 2.579793E+04, 2.591297E+04, 2.602826E+04, 2.614378E+04, 2.625956E+04, 2.637557E+04, 2.649183E+04, 2.660833E+04, 2.672507E+04, 2.684205E+04, 2.695928E+04, 2.707674E+04, 2.719445E+04, 2.731240E+04, 2.743059E+04, 2.754902E+04, 2.766769E+04, 2.778660E+04, 2.790575E+04, 2.802515E+04, 2.814478E+04, 2.826465E+04, 2.838476E+04, 2.850511E+04, 2.862569E+04, 2.874652E+04, 2.886758E+04, 2.898888E+04, 2.911042E+04, 2.923220E+04, 2.935422E+04, 2.947647E+04, 2.959896E+04, 2.972169E+04, 2.984465E+04, 2.996785E+04, 3.009128E+04, 3.021495E+04, 3.033886E+04, 3.046300E+04, 3.058737E+04, 3.071199E+04, 3.083683E+04, 3.096191E+04, 3.108722E+04, 3.121277E+04, 3.133855E+04, 3.146457E+04, 3.159082E+04, 3.171730E+04, 3.184401E+04, 3.197096E+04, 3.209814E+04, 3.222555E+04, 3.235319E+04, 3.248106E+04, 3.260917E+04, 3.273750E+04, 3.286607E+04, 3.299486E+04, 3.312389E+04, 3.325315E+04, 3.338263E+04, 3.351235E+04, 3.364229E+04, 3.377247E+04, 3.390287E+04, 3.403350E+04, 3.416436E+04, 3.429545E+04, 3.442676E+04, 3.455830E+04, 3.469007E+04, 3.482207E+04, 3.495429E+04, 3.508674E+04, 3.521942E+04, 3.535232E+04, 3.548545E+04, 3.561880E+04, 3.575238E+04, 3.588618E+04, 3.602020E+04, 3.615446E+04, 3.628893E+04, 3.642363E+04, 3.655855E+04, 3.669370E+04, 3.682907E+04, 3.696466E+04, 3.710047E+04, 3.723650E+04, 3.737276E+04, 3.750924E+04, 3.764594E+04, 3.778286E+04, 3.792001E+04, 3.805737E+04, 3.819495E+04, 3.833276E+04, 3.847078E+04, 3.860902E+04, 3.874749E+04, 3.888617E+04, 3.902507E+04, 3.916419E+04, 3.930352E+04, 3.944308E+04, 3.958285E+04, 3.972284E+04, 3.986304E+04, 4.000347E+04, 4.014411E+04, 4.028496E+04, 4.042603E+04, 4.056732E+04, 4.070882E+04, ]) # ============================ M = 8, I = 3 ============================ M = 8 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.189636E+01, 3.127447E+01, 5.689275E+01, 8.287098E+01, 1.097148E+02, 1.380539E+02, 1.682344E+02, 2.003343E+02, 2.342745E+02, 2.699036E+02, 3.070478E+02, 3.455348E+02, 3.852056E+02, 4.259183E+02, 4.675481E+02, 5.099868E+02, 5.531407E+02, 5.969288E+02, 6.412812E+02, 6.861373E+02, 7.314446E+02, 7.771578E+02, 8.232370E+02, 8.696480E+02, 9.163606E+02, 9.633488E+02, 1.010590E+03, 1.058065E+03, 1.105755E+03, 1.153648E+03, 1.201731E+03, 1.249992E+03, 1.298424E+03, 1.347019E+03, 1.395772E+03, 1.444679E+03, 1.493735E+03, 1.542940E+03, 1.592292E+03, 1.641790E+03, 1.691435E+03, 1.741228E+03, 1.791171E+03, 1.841266E+03, 1.891516E+03, 1.941923E+03, 1.992492E+03, 2.043225E+03, 2.094127E+03, 2.145202E+03, 2.196454E+03, 2.247888E+03, 2.299508E+03, 2.351319E+03, 2.403326E+03, 2.455533E+03, 2.507945E+03, 2.560567E+03, 2.613403E+03, 2.666459E+03, 2.719738E+03, 2.773245E+03, 2.826986E+03, 2.880964E+03, 2.935183E+03, 2.989648E+03, 3.044363E+03, 3.099333E+03, 3.154560E+03, 3.210050E+03, 3.265805E+03, 3.321830E+03, 3.378128E+03, 3.434703E+03, 3.491557E+03, 3.548695E+03, 3.606120E+03, 3.663834E+03, 3.721842E+03, 3.780145E+03, 3.838746E+03, 3.897649E+03, 3.956856E+03, 4.016370E+03, 4.076193E+03, 4.136328E+03, 4.196777E+03, 4.257542E+03, 4.318625E+03, 4.380030E+03, 4.441757E+03, 4.503809E+03, 4.566188E+03, 4.628896E+03, 4.691934E+03, 4.755305E+03, 4.819009E+03, 4.883050E+03, 4.947427E+03, 5.012144E+03, 5.077201E+03, 5.142600E+03, 5.208342E+03, 5.274429E+03, 5.340863E+03, 5.407643E+03, 5.474772E+03, 5.542251E+03, 5.610081E+03, 5.678262E+03, 5.746798E+03, 5.815687E+03, 5.884932E+03, 5.954533E+03, 6.024492E+03, 6.094809E+03, 6.165485E+03, 6.236521E+03, 6.307918E+03, 6.379677E+03, 6.451799E+03, 6.524283E+03, 6.597133E+03, 6.670347E+03, 6.743927E+03, 6.817873E+03, 6.892186E+03, 6.966867E+03, 7.041916E+03, 7.117334E+03, 7.193122E+03, 7.269280E+03, 7.345809E+03, 7.422709E+03, 7.499982E+03, 7.577626E+03, 7.655644E+03, 7.734034E+03, 7.812799E+03, 7.891939E+03, 7.971453E+03, 8.051342E+03, 8.131608E+03, 8.212249E+03, 8.293267E+03, 8.374662E+03, 8.456435E+03, 8.538585E+03, 8.621114E+03, 8.704021E+03, 8.787307E+03, 8.870972E+03, 8.955017E+03, 9.039442E+03, 9.124247E+03, 9.209433E+03, 9.294999E+03, 9.380947E+03, 9.467277E+03, 9.553988E+03, 9.641081E+03, 9.728557E+03, 9.816415E+03, 9.904656E+03, 9.993280E+03, 1.008229E+04, 1.017168E+04, 1.026145E+04, 1.035161E+04, 1.044216E+04, 1.053308E+04, 1.062440E+04, 1.071609E+04, 1.080818E+04, 1.090065E+04, 1.099350E+04, 1.108674E+04, 1.118036E+04, 1.127438E+04, 1.136877E+04, 1.146356E+04, 1.155873E+04, 1.165429E+04, 1.175023E+04, 1.184657E+04, 1.194328E+04, 1.204039E+04, 1.213789E+04, 1.223577E+04, 1.233404E+04, 1.243270E+04, 1.253174E+04, 1.263118E+04, 1.273100E+04, 1.283121E+04, 1.293181E+04, 1.303280E+04, 1.313418E+04, 1.323595E+04, 1.333811E+04, 1.344065E+04, 1.354359E+04, 1.364691E+04, 1.375063E+04, 1.385473E+04, 1.395922E+04, 1.406411E+04, 1.416938E+04, 1.427504E+04, 1.438110E+04, 1.448754E+04, 1.459438E+04, 1.470160E+04, 1.480922E+04, 1.491722E+04, 1.502562E+04, 1.513440E+04, 1.524358E+04, 1.535315E+04, 1.546311E+04, 1.557346E+04, 1.568420E+04, 1.579533E+04, 1.590685E+04, 1.601876E+04, 1.613107E+04, 1.624376E+04, 1.635685E+04, 1.647033E+04, 1.658420E+04, 1.669846E+04, 1.681311E+04, 1.692815E+04, 1.704359E+04, 1.715942E+04, 1.727563E+04, 1.739224E+04, 1.750924E+04, 1.762663E+04, 1.774442E+04, 1.786259E+04, 1.798116E+04, 1.810011E+04, 1.821946E+04, 1.833920E+04, 1.845933E+04, 1.857986E+04, 1.870077E+04, 1.882208E+04, 1.894378E+04, 1.906587E+04, 1.918835E+04, 1.931122E+04, 1.943448E+04, 1.955813E+04, 1.968218E+04, 1.980662E+04, 1.993144E+04, 2.005666E+04, 2.018227E+04, 2.030827E+04, 2.043467E+04, 2.056145E+04, 2.068862E+04, 2.081619E+04, 2.094414E+04, 2.107249E+04, 2.120123E+04, 2.133036E+04, 2.145988E+04, 2.158978E+04, 2.172008E+04, 2.185078E+04, 2.198186E+04, 2.211333E+04, 2.224519E+04, 2.237744E+04, 2.251008E+04, 2.264311E+04, 2.277653E+04, 2.291035E+04, 2.304455E+04, 2.317914E+04, 2.331412E+04, 2.344949E+04, 2.358524E+04, 2.372139E+04, 2.385793E+04, 2.399486E+04, 2.413217E+04, 2.426988E+04, 2.440797E+04, 2.454645E+04, 2.468532E+04, 2.482458E+04, 2.496422E+04, 2.510426E+04, 2.524468E+04, 2.538549E+04, 2.552669E+04, 2.566828E+04, 2.581025E+04, 2.595261E+04, 2.609536E+04, 2.623849E+04, 2.638201E+04, 2.652592E+04, 2.667022E+04, 2.681490E+04, 2.695997E+04, 2.710542E+04, 2.725126E+04, 2.739749E+04, 2.754410E+04, 2.769109E+04, 2.783848E+04, 2.798624E+04, 2.813440E+04, 2.828293E+04, 2.843186E+04, 2.858116E+04, 2.873085E+04, 2.888093E+04, 2.903139E+04, 2.918223E+04, 2.933346E+04, 2.948506E+04, 2.963706E+04, 2.978943E+04, 2.994219E+04, 3.009533E+04, 3.024886E+04, 3.040276E+04, 3.055705E+04, 3.071172E+04, 3.086677E+04, 3.102220E+04, 3.117802E+04, 3.133421E+04, 3.149078E+04, 3.164774E+04, 3.180508E+04, 3.196279E+04, 3.212089E+04, 3.227936E+04, 3.243822E+04, 3.259745E+04, 3.275706E+04, 3.291706E+04, 3.307743E+04, 3.323817E+04, 3.339930E+04, 3.356080E+04, 3.372268E+04, 3.388494E+04, 3.404758E+04, 3.421059E+04, 3.437398E+04, 3.453774E+04, 3.470188E+04, 3.486640E+04, 3.503129E+04, 3.519656E+04, 3.536220E+04, 3.552821E+04, 3.569460E+04, 3.586137E+04, 3.602851E+04, 3.619602E+04, 3.636390E+04, 3.653216E+04, 3.670079E+04, 3.686979E+04, 3.703917E+04, 3.720892E+04, 3.737904E+04, 3.754953E+04, 3.772039E+04, 3.789162E+04, 3.806322E+04, 3.823519E+04, 3.840753E+04, 3.858025E+04, 3.875333E+04, 3.892678E+04, 3.910059E+04, 3.927478E+04, 3.944933E+04, 3.962426E+04, 3.979955E+04, 3.997520E+04, 4.015123E+04, 4.032762E+04, 4.050437E+04, 4.068150E+04, 4.085898E+04, 4.103684E+04, 4.121505E+04, 4.139364E+04, 4.157258E+04, 4.175189E+04, 4.193157E+04, 4.211160E+04, 4.229200E+04, 4.247276E+04, 4.265389E+04, 4.283538E+04, 4.301722E+04, 4.319943E+04, 4.338200E+04, 4.356493E+04, 4.374822E+04, 4.393188E+04, 4.411589E+04, 4.430026E+04, 4.448498E+04, 4.467007E+04, 4.485552E+04, 4.504132E+04, 4.522748E+04, 4.541400E+04, 4.560087E+04, 4.578810E+04, 4.597569E+04, 4.616363E+04, 4.635193E+04, 4.654058E+04, 4.672959E+04, 4.691895E+04, 4.710867E+04, 4.729874E+04, 4.748916E+04, 4.767993E+04, 4.787106E+04, 4.806254E+04, 4.825437E+04, 4.844655E+04, 4.863908E+04, 4.883197E+04, 4.902520E+04, 4.921879E+04, 4.941272E+04, 4.960700E+04, 4.980164E+04, 4.999661E+04, 5.019194E+04, 5.038762E+04, 5.058364E+04, 5.078001E+04, 5.097672E+04, 5.117379E+04, 5.137119E+04, 5.156894E+04, 5.176704E+04, 5.196548E+04, 5.216427E+04, 5.236340E+04, 5.256287E+04, 5.276269E+04, 5.296285E+04, 5.316335E+04, 5.336419E+04, 5.356538E+04, 5.376690E+04, 5.396876E+04, 5.417097E+04, 5.437352E+04, 5.457640E+04, 5.477962E+04, 5.498319E+04, 5.518709E+04, 5.539133E+04, 5.559590E+04, 5.580082E+04, 5.600607E+04, 5.621165E+04, 5.641757E+04, 5.662383E+04, 5.683042E+04, 5.703735E+04, 5.724461E+04, 5.745221E+04, 5.766013E+04, 5.786839E+04, 5.807699E+04, 5.828592E+04, 5.849517E+04, 5.870476E+04, 5.891468E+04, 5.912493E+04, 5.933551E+04, 5.954642E+04, 5.975766E+04, 5.996923E+04, 6.018113E+04, 6.039335E+04, 6.060591E+04, 6.081879E+04, 6.103199E+04, 6.124553E+04, 6.145939E+04, ]) # ============================ M = 9, I = 1 ============================ M = 9 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.310610E+00, 3.639717E+01, 1.022291E+02, 1.873834E+02, 2.881851E+02, 4.025072E+02, 5.289155E+02, 6.663657E+02, 8.140731E+02, 9.714526E+02, 1.138087E+03, 1.313701E+03, 1.498146E+03, 1.691369E+03, 1.893400E+03, 2.104331E+03, 2.324303E+03, 2.553493E+03, 2.792108E+03, 3.040377E+03, 3.298550E+03, 3.566891E+03, 3.845682E+03, 4.135217E+03, 4.435804E+03, 4.747766E+03, 5.071436E+03, 5.407162E+03, 5.755305E+03, 6.116236E+03, 6.490342E+03, 6.878017E+03, 7.279673E+03, 7.695728E+03, 8.126614E+03, 8.572774E+03, 9.034660E+03, 9.512737E+03, 1.000748E+04, 1.051937E+04, 1.104890E+04, 1.159658E+04, 1.216291E+04, 1.274842E+04, 1.335365E+04, 1.397913E+04, 1.462541E+04, 1.529305E+04, 1.598262E+04, 1.669469E+04, 1.742985E+04, 1.818870E+04, 1.897183E+04, 1.977986E+04, 2.061341E+04, 2.147311E+04, 2.235959E+04, 2.327351E+04, 2.421552E+04, 2.518629E+04, 2.618649E+04, 2.721680E+04, 2.827792E+04, 2.937055E+04, 3.049540E+04, 3.165319E+04, 3.284465E+04, 3.407052E+04, 3.533155E+04, 3.662849E+04, 3.796211E+04, 3.933320E+04, 4.074253E+04, 4.219090E+04, 4.367913E+04, 4.520802E+04, 4.677839E+04, 4.839110E+04, 5.004697E+04, 5.174688E+04, 5.349167E+04, 5.528224E+04, 5.711946E+04, 5.900423E+04, 6.093745E+04, 6.292005E+04, 6.495295E+04, 6.703709E+04, 6.917341E+04, 7.136288E+04, 7.360646E+04, 7.590513E+04, 7.825988E+04, 8.067172E+04, 8.314165E+04, 8.567070E+04, 8.825990E+04, 9.091029E+04, 9.362293E+04, 9.639888E+04, 9.923923E+04, 1.021451E+05, 1.051175E+05, 1.081576E+05, 1.112665E+05, 1.144453E+05, 1.176953E+05, 1.210175E+05, 1.244131E+05, 1.278832E+05, 1.314292E+05, 1.350521E+05, 1.387533E+05, 1.425338E+05, 1.463950E+05, 1.503381E+05, 1.543644E+05, 1.584750E+05, 1.626714E+05, 1.669548E+05, 1.713266E+05, 1.757879E+05, 1.803402E+05, 1.849848E+05, 1.897231E+05, 1.945564E+05, 1.994861E+05, 2.045136E+05, 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1.506661E+07, 1.521510E+07, 1.536475E+07, 1.551554E+07, 1.566749E+07, 1.582060E+07, 1.597488E+07, 1.613034E+07, 1.628698E+07, 1.644481E+07, 1.660383E+07, 1.676406E+07, 1.692549E+07, 1.708814E+07, 1.725201E+07, 1.741711E+07, 1.758345E+07, 1.775102E+07, 1.791985E+07, 1.808993E+07, 1.826127E+07, 1.843388E+07, 1.860776E+07, 1.878293E+07, 1.895939E+07, 1.913714E+07, 1.931620E+07, 1.949656E+07, 1.967824E+07, 1.986125E+07, 2.004558E+07, 2.023125E+07, 2.041827E+07, 2.060664E+07, 2.079637E+07, 2.098746E+07, 2.117992E+07, 2.137377E+07, 2.156900E+07, 2.176563E+07, 2.196366E+07, 2.216309E+07, 2.236394E+07, 2.256622E+07, 2.276992E+07, 2.297507E+07, 2.318166E+07, 2.338970E+07, 2.359920E+07, 2.381016E+07, 2.402260E+07, 2.423653E+07, 2.445194E+07, 2.466885E+07, 2.488727E+07, 2.510719E+07, 2.532864E+07, 2.555161E+07, 2.577612E+07, 2.600217E+07, 2.622978E+07, 2.645894E+07, 2.668966E+07, 2.692196E+07, 2.715584E+07, 2.739130E+07, 2.762837E+07, 2.786704E+07, 2.810732E+07, 2.834922E+07, 2.859275E+07, 2.883791E+07, 2.908472E+07, 2.933318E+07, 2.958330E+07, 2.983509E+07, 3.008856E+07, 3.034371E+07, 3.060055E+07, 3.085909E+07, 3.111934E+07, 3.138131E+07, 3.164500E+07, 3.191042E+07, 3.217759E+07, 3.244650E+07, 3.271717E+07, 3.298961E+07, 3.326382E+07, ]) # ============================ M = 9, I = 2 ============================ M = 9 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.314657E+00, 3.655868E+01, 1.026901E+02, 1.882330E+02, 2.894953E+02, 4.043401E+02, 5.313267E+02, 6.694059E+02, 8.177892E+02, 9.758889E+02, 1.143285E+03, 1.319703E+03, 1.504990E+03, 1.699095E+03, 1.902048E+03, 2.113940E+03, 2.334913E+03, 2.565144E+03, 2.804842E+03, 3.054236E+03, 3.313578E+03, 3.583132E+03, 3.863182E+03, 4.154022E+03, 4.455963E+03, 4.769328E+03, 5.094451E+03, 5.431684E+03, 5.781386E+03, 6.143932E+03, 6.519709E+03, 6.909116E+03, 7.312562E+03, 7.730470E+03, 8.163273E+03, 8.611415E+03, 9.075352E+03, 9.555549E+03, 1.005248E+04, 1.056664E+04, 1.109851E+04, 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1.289484E+07, 1.302643E+07, 1.315907E+07, 1.329277E+07, 1.342752E+07, 1.356335E+07, 1.370024E+07, 1.383822E+07, 1.397729E+07, 1.411744E+07, 1.425870E+07, 1.440105E+07, 1.454452E+07, 1.468911E+07, 1.483482E+07, 1.498166E+07, 1.512963E+07, 1.527875E+07, 1.542902E+07, 1.558044E+07, 1.573302E+07, 1.588677E+07, 1.604169E+07, 1.619780E+07, 1.635509E+07, 1.651358E+07, 1.667326E+07, 1.683416E+07, 1.699627E+07, 1.715959E+07, 1.732415E+07, 1.748994E+07, 1.765696E+07, 1.782524E+07, 1.799476E+07, 1.816555E+07, 1.833761E+07, 1.851094E+07, 1.868555E+07, 1.886144E+07, 1.903864E+07, 1.921713E+07, 1.939693E+07, 1.957804E+07, 1.976048E+07, 1.994425E+07, 2.012935E+07, 2.031580E+07, 2.050359E+07, 2.069275E+07, 2.088326E+07, 2.107515E+07, 2.126842E+07, 2.146307E+07, 2.165912E+07, 2.185656E+07, 2.205541E+07, 2.225568E+07, 2.245737E+07, 2.266048E+07, 2.286504E+07, 2.307104E+07, 2.327848E+07, 2.348739E+07, 2.369776E+07, 2.390961E+07, 2.412294E+07, 2.433775E+07, 2.455406E+07, 2.477187E+07, 2.499120E+07, 2.521204E+07, 2.543441E+07, 2.565831E+07, 2.588375E+07, 2.611074E+07, 2.633929E+07, 2.656941E+07, 2.680109E+07, 2.703436E+07, 2.726921E+07, 2.750566E+07, 2.774371E+07, 2.798337E+07, 2.822465E+07, 2.846756E+07, 2.871210E+07, 2.895828E+07, 2.920612E+07, 2.945562E+07, 2.970678E+07, 2.995961E+07, 3.021413E+07, 3.047034E+07, 3.072825E+07, 3.098787E+07, 3.124920E+07, 3.151226E+07, 3.177705E+07, 3.204358E+07, 3.231185E+07, 3.258189E+07, 3.285368E+07, 3.312726E+07, 3.340261E+07, ]) # ============================ M = 9, I = 3 ============================ M = 9 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 5.287149E+00, 1.468630E+02, 4.125020E+02, 7.561100E+02, 1.162858E+03, 1.624162E+03, 2.134236E+03, 2.688869E+03, 3.284897E+03, 3.919968E+03, 4.592410E+03, 5.301132E+03, 6.045541E+03, 6.825447E+03, 7.640986E+03, 8.492544E+03, 9.380702E+03, 1.030619E+04, 1.126986E+04, 1.227264E+04, 1.331555E+04, 1.439968E+04, 1.552617E+04, 1.669621E+04, 1.791108E+04, 1.917208E+04, 2.048057E+04, 2.183797E+04, 2.324576E+04, 2.470544E+04, 2.621858E+04, 2.778681E+04, 2.941180E+04, 3.109524E+04, 3.283891E+04, 3.464460E+04, 3.651417E+04, 3.844949E+04, 4.045251E+04, 4.252519E+04, 4.466954E+04, 4.688762E+04, 4.918151E+04, 5.155334E+04, 5.400528E+04, 5.653952E+04, 5.915831E+04, 6.186393E+04, 6.465867E+04, 6.754490E+04, 7.052499E+04, 7.360137E+04, 7.677649E+04, 8.005285E+04, 8.343296E+04, 8.691941E+04, 9.051479E+04, 9.422174E+04, 9.804292E+04, 1.019811E+05, 1.060389E+05, 1.102192E+05, 1.145249E+05, 1.189587E+05, 1.235236E+05, 1.282224E+05, 1.330583E+05, 1.380341E+05, 1.431530E+05, 1.484180E+05, 1.538322E+05, 1.593989E+05, 1.651212E+05, 1.710024E+05, 1.770457E+05, 1.832545E+05, 1.896321E+05, 1.961821E+05, 2.029077E+05, 2.098125E+05, 2.169000E+05, 2.241738E+05, 2.316375E+05, 2.392948E+05, 2.471493E+05, 2.552048E+05, 2.634651E+05, 2.719340E+05, 2.806152E+05, 2.895129E+05, 2.986309E+05, 3.079732E+05, 3.175438E+05, 3.273468E+05, 3.373864E+05, 3.476667E+05, 3.581919E+05, 3.689663E+05, 3.799942E+05, 3.912800E+05, 4.028279E+05, 4.146426E+05, 4.267283E+05, 4.390898E+05, 4.517315E+05, 4.646581E+05, 4.778742E+05, 4.913845E+05, 5.051939E+05, 5.193071E+05, 5.337289E+05, 5.484644E+05, 5.635183E+05, 5.788957E+05, 5.946017E+05, 6.106413E+05, 6.270197E+05, 6.437420E+05, 6.608135E+05, 6.782395E+05, 6.960253E+05, 7.141763E+05, 7.326979E+05, 7.515955E+05, 7.708748E+05, 7.905413E+05, 8.106006E+05, 8.310583E+05, 8.519203E+05, 8.731922E+05, 8.948800E+05, 9.169894E+05, 9.395265E+05, 9.624971E+05, 9.859074E+05, 1.009763E+06, 1.034071E+06, 1.058837E+06, 1.084067E+06, 1.109767E+06, 1.135945E+06, 1.162605E+06, 1.189756E+06, 1.217402E+06, 1.245551E+06, 1.274210E+06, 1.303384E+06, 1.333081E+06, 1.363308E+06, 1.394071E+06, 1.425377E+06, 1.457232E+06, 1.489646E+06, 1.522622E+06, 1.556170E+06, 1.590297E+06, 1.625008E+06, 1.660312E+06, 1.696217E+06, 1.732728E+06, 1.769854E+06, 1.807603E+06, 1.845981E+06, 1.884996E+06, 1.924656E+06, 1.964969E+06, 2.005942E+06, 2.047584E+06, 2.089901E+06, 2.132902E+06, 2.176594E+06, 2.220987E+06, 2.266088E+06, 2.311904E+06, 2.358445E+06, 2.405718E+06, 2.453733E+06, 2.502496E+06, 2.552017E+06, 2.602304E+06, 2.653365E+06, 2.705210E+06, 2.757847E+06, 2.811284E+06, 2.865530E+06, 2.920595E+06, 2.976487E+06, 3.033215E+06, 3.090787E+06, 3.149214E+06, 3.208504E+06, 3.268667E+06, 3.329711E+06, 3.391646E+06, 3.454481E+06, 3.518226E+06, 3.582890E+06, 3.648483E+06, 3.715015E+06, 3.782494E+06, 3.850931E+06, 3.920336E+06, 3.990718E+06, 4.062088E+06, 4.134454E+06, 4.207828E+06, 4.282220E+06, 4.357639E+06, 4.434096E+06, 4.511600E+06, 4.590164E+06, 4.669796E+06, 4.750508E+06, 4.832309E+06, 4.915211E+06, 4.999224E+06, 5.084358E+06, 5.170626E+06, 5.258036E+06, 5.346602E+06, 5.436332E+06, 5.527239E+06, 5.619334E+06, 5.712627E+06, 5.807130E+06, 5.902854E+06, 5.999811E+06, 6.098012E+06, 6.197468E+06, 6.298191E+06, 6.400193E+06, 6.503486E+06, 6.608080E+06, 6.713988E+06, 6.821223E+06, 6.929795E+06, 7.039716E+06, 7.151000E+06, 7.263658E+06, 7.377702E+06, 7.493144E+06, 7.609997E+06, 7.728274E+06, 7.847986E+06, 7.969147E+06, 8.091769E+06, 8.215864E+06, 8.341446E+06, 8.468526E+06, 8.597119E+06, 8.727238E+06, 8.858894E+06, 8.992101E+06, 9.126872E+06, 9.263222E+06, 9.401162E+06, 9.540706E+06, 9.681868E+06, 9.824661E+06, 9.969099E+06, 1.011520E+07, 1.026296E+07, 1.041242E+07, 1.056357E+07, 1.071644E+07, 1.087103E+07, 1.102737E+07, 1.118546E+07, 1.134533E+07, 1.150697E+07, 1.167042E+07, 1.183568E+07, 1.200277E+07, 1.217169E+07, 1.234248E+07, 1.251514E+07, 1.268968E+07, 1.286612E+07, 1.304448E+07, 1.322478E+07, 1.340701E+07, 1.359121E+07, 1.377739E+07, 1.396555E+07, 1.415573E+07, 1.434792E+07, 1.454216E+07, 1.473844E+07, 1.493680E+07, 1.513724E+07, 1.533979E+07, 1.554444E+07, 1.575124E+07, 1.596018E+07, 1.617128E+07, 1.638456E+07, 1.660005E+07, 1.681774E+07, 1.703767E+07, 1.725984E+07, 1.748427E+07, 1.771098E+07, 1.793999E+07, 1.817131E+07, 1.840496E+07, 1.864096E+07, 1.887932E+07, 1.912006E+07, 1.936320E+07, 1.960875E+07, 1.985674E+07, 2.010717E+07, 2.036007E+07, 2.061546E+07, 2.087335E+07, 2.113375E+07, 2.139670E+07, 2.166220E+07, 2.193027E+07, 2.220093E+07, 2.247421E+07, 2.275011E+07, 2.302865E+07, 2.330986E+07, 2.359375E+07, 2.388034E+07, 2.416966E+07, 2.446170E+07, 2.475651E+07, 2.505409E+07, 2.535446E+07, 2.565765E+07, 2.596367E+07, 2.627254E+07, 2.658428E+07, 2.689890E+07, 2.721644E+07, 2.753691E+07, 2.786032E+07, 2.818670E+07, 2.851606E+07, 2.884844E+07, 2.918384E+07, 2.952228E+07, 2.986379E+07, 3.020839E+07, 3.055609E+07, 3.090692E+07, 3.126089E+07, 3.161803E+07, 3.197836E+07, 3.234190E+07, 3.270866E+07, 3.307868E+07, 3.345196E+07, 3.382854E+07, 3.420842E+07, 3.459164E+07, 3.497822E+07, 3.536816E+07, 3.576151E+07, 3.615827E+07, 3.655847E+07, 3.696213E+07, 3.736927E+07, 3.777992E+07, 3.819409E+07, 3.861181E+07, 3.903310E+07, 3.945797E+07, 3.988647E+07, 4.031859E+07, 4.075438E+07, 4.119384E+07, 4.163701E+07, 4.208390E+07, 4.253454E+07, 4.298895E+07, 4.344716E+07, 4.390918E+07, 4.437503E+07, 4.484475E+07, 4.531836E+07, 4.579587E+07, 4.627731E+07, 4.676271E+07, 4.725208E+07, 4.774546E+07, 4.824287E+07, 4.874432E+07, 4.924984E+07, 4.975946E+07, 5.027321E+07, 5.079109E+07, 5.131315E+07, 5.183940E+07, 5.236986E+07, 5.290457E+07, 5.344354E+07, 5.398681E+07, 5.453439E+07, 5.508631E+07, 5.564259E+07, 5.620326E+07, 5.676835E+07, 5.733788E+07, 5.791188E+07, 5.849036E+07, 5.907336E+07, 5.966091E+07, 6.025302E+07, 6.084972E+07, 6.145104E+07, 6.205700E+07, 6.266764E+07, 6.328297E+07, 6.390302E+07, 6.452782E+07, 6.515739E+07, 6.579177E+07, 6.643097E+07, 6.707503E+07, 6.772396E+07, 6.837780E+07, 6.903658E+07, 6.970032E+07, 7.036905E+07, 7.104279E+07, 7.172157E+07, 7.240542E+07, 7.309437E+07, 7.378844E+07, 7.448766E+07, 7.519207E+07, 7.590168E+07, 7.661652E+07, 7.733663E+07, 7.806203E+07, 7.879274E+07, 7.952881E+07, 8.027024E+07, 8.101709E+07, 8.176936E+07, 8.252710E+07, 8.329032E+07, 8.405906E+07, 8.483335E+07, 8.561321E+07, 8.639868E+07, 8.718978E+07, 8.798654E+07, 8.878900E+07, 8.959718E+07, 9.041111E+07, 9.123082E+07, 9.205634E+07, 9.288770E+07, 9.372493E+07, 9.456806E+07, 9.541712E+07, 9.627214E+07, 9.713315E+07, 9.800018E+07, 9.887326E+07, 9.975242E+07, 1.006377E+08, 1.015291E+08, 1.024267E+08, 1.033305E+08, 1.042405E+08, 1.051568E+08, 1.060794E+08, 1.070084E+08, 1.079436E+08, 1.088853E+08, 1.098334E+08, 1.107880E+08, 1.117490E+08, 1.127166E+08, 1.136907E+08, 1.146714E+08, 1.156587E+08, 1.166527E+08, 1.176534E+08, 1.186607E+08, 1.196748E+08, 1.206957E+08, 1.217234E+08, 1.227579E+08, 1.237993E+08, 1.248476E+08, 1.259029E+08, 1.269651E+08, 1.280344E+08, 1.291106E+08, 1.301940E+08, 1.312845E+08, 1.323821E+08, 1.334869E+08, 1.345989E+08, 1.357182E+08, ]) # ============================ M = 9, I = 4 ============================ M = 9 I = 4 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.792284E+00, 7.808710E+01, 2.194074E+02, 4.022190E+02, 6.186290E+02, 8.640697E+02, 1.135463E+03, 1.430569E+03, 1.747716E+03, 2.085669E+03, 2.443562E+03, 2.820844E+03, 3.217232E+03, 3.632658E+03, 4.067225E+03, 4.521171E+03, 4.994831E+03, 5.488622E+03, 6.003019E+03, 6.538547E+03, 7.095771E+03, 7.675295E+03, 8.277751E+03, 8.903807E+03, 9.554158E+03, 1.022953E+04, 1.093068E+04, 1.165838E+04, 1.241346E+04, 1.319675E+04, 1.400911E+04, 1.485145E+04, 1.572467E+04, 1.662972E+04, 1.756759E+04, 1.853924E+04, 1.954572E+04, 2.058805E+04, 2.166730E+04, 2.278456E+04, 2.394093E+04, 2.513755E+04, 2.637555E+04, 2.765612E+04, 2.898045E+04, 3.034975E+04, 3.176524E+04, 3.322819E+04, 3.473986E+04, 3.630155E+04, 3.791457E+04, 3.958025E+04, 4.129994E+04, 4.307503E+04, 4.490689E+04, 4.679695E+04, 4.874663E+04, 5.075739E+04, 5.283070E+04, 5.496806E+04, 5.717097E+04, 5.944098E+04, 6.177964E+04, 6.418853E+04, 6.666924E+04, 6.922338E+04, 7.185261E+04, 7.455858E+04, 7.734298E+04, 8.020750E+04, 8.315387E+04, 8.618384E+04, 8.929918E+04, 9.250167E+04, 9.579314E+04, 9.917541E+04, 1.026504E+05, 1.062198E+05, 1.098858E+05, 1.136501E+05, 1.175147E+05, 1.214816E+05, 1.255528E+05, 1.297303E+05, 1.340161E+05, 1.384124E+05, 1.429211E+05, 1.475445E+05, 1.522845E+05, 1.571435E+05, 1.621236E+05, 1.672269E+05, 1.724558E+05, 1.778124E+05, 1.832991E+05, 1.889182E+05, 1.946719E+05, 2.005627E+05, 2.065929E+05, 2.127649E+05, 2.190812E+05, 2.255442E+05, 2.321563E+05, 2.389202E+05, 2.458382E+05, 2.529130E+05, 2.601472E+05, 2.675433E+05, 2.751040E+05, 2.828320E+05, 2.907298E+05, 2.988004E+05, 3.070462E+05, 3.154703E+05, 3.240752E+05, 3.328639E+05, 3.418392E+05, 3.510039E+05, 3.603610E+05, 3.699134E+05, 3.796639E+05, 3.896157E+05, 3.997717E+05, 4.101349E+05, 4.207083E+05, 4.314952E+05, 4.424986E+05, 4.537215E+05, 4.651673E+05, 4.768391E+05, 4.887401E+05, 5.008735E+05, 5.132428E+05, 5.258511E+05, 5.387017E+05, 5.517982E+05, 5.651438E+05, 5.787419E+05, 5.925962E+05, 6.067099E+05, 6.210866E+05, 6.357299E+05, 6.506433E+05, 6.658305E+05, 6.812949E+05, 6.970404E+05, 7.130706E+05, 7.293892E+05, 7.459998E+05, 7.629065E+05, 7.801128E+05, 7.976226E+05, 8.154399E+05, 8.335685E+05, 8.520122E+05, 8.707752E+05, 8.898613E+05, 9.092745E+05, 9.290190E+05, 9.490988E+05, 9.695179E+05, 9.902805E+05, 1.011391E+06, 1.032853E+06, 1.054671E+06, 1.076850E+06, 1.099393E+06, 1.122306E+06, 1.145591E+06, 1.169254E+06, 1.193300E+06, 1.217732E+06, 1.242555E+06, 1.267774E+06, 1.293392E+06, 1.319416E+06, 1.345848E+06, 1.372695E+06, 1.399960E+06, 1.427648E+06, 1.455764E+06, 1.484314E+06, 1.513300E+06, 1.542729E+06, 1.572606E+06, 1.602934E+06, 1.633720E+06, 1.664967E+06, 1.696682E+06, 1.728869E+06, 1.761533E+06, 1.794679E+06, 1.828312E+06, 1.862438E+06, 1.897062E+06, 1.932188E+06, 1.967823E+06, 2.003971E+06, 2.040638E+06, 2.077829E+06, 2.115550E+06, 2.153806E+06, 2.192602E+06, 2.231944E+06, 2.271838E+06, 2.312288E+06, 2.353302E+06, 2.394884E+06, 2.437039E+06, 2.479774E+06, 2.523095E+06, 2.567007E+06, 2.611515E+06, 2.656627E+06, 2.702347E+06, 2.748682E+06, 2.795638E+06, 2.843220E+06, 2.891434E+06, 2.940287E+06, 2.989785E+06, 3.039934E+06, 3.090740E+06, 3.142209E+06, 3.194347E+06, 3.247161E+06, 3.300657E+06, 3.354842E+06, 3.409721E+06, 3.465301E+06, 3.521589E+06, 3.578590E+06, 3.636313E+06, 3.694762E+06, 3.753946E+06, 3.813869E+06, 3.874540E+06, 3.935965E+06, 3.998150E+06, 4.061102E+06, 4.124828E+06, 4.189335E+06, 4.254630E+06, 4.320720E+06, 4.387612E+06, 4.455312E+06, 4.523828E+06, 4.593167E+06, 4.663336E+06, 4.734342E+06, 4.806192E+06, 4.878894E+06, 4.952454E+06, 5.026881E+06, 5.102181E+06, 5.178362E+06, 5.255431E+06, 5.333396E+06, 5.412264E+06, 5.492042E+06, 5.572739E+06, 5.654362E+06, 5.736919E+06, 5.820417E+06, 5.904864E+06, 5.990267E+06, 6.076635E+06, 6.163976E+06, 6.252296E+06, 6.341606E+06, 6.431911E+06, 6.523220E+06, 6.615542E+06, 6.708884E+06, 6.803254E+06, 6.898661E+06, 6.995112E+06, 7.092617E+06, 7.191183E+06, 7.290819E+06, 7.391533E+06, 7.493333E+06, 7.596228E+06, 7.700226E+06, 7.805336E+06, 7.911566E+06, 8.018926E+06, 8.127423E+06, 8.237066E+06, 8.347865E+06, 8.459827E+06, 8.572962E+06, 8.687279E+06, 8.802786E+06, 8.919492E+06, 9.037406E+06, 9.156538E+06, 9.276896E+06, 9.398489E+06, 9.521327E+06, 9.645419E+06, 9.770774E+06, 9.897401E+06, 1.002531E+07, 1.015451E+07, 1.028501E+07, 1.041682E+07, 1.054995E+07, 1.068440E+07, 1.082020E+07, 1.095734E+07, 1.109584E+07, 1.123571E+07, 1.137696E+07, 1.151959E+07, 1.166362E+07, 1.180905E+07, 1.195590E+07, 1.210418E+07, 1.225389E+07, 1.240505E+07, 1.255766E+07, 1.271174E+07, 1.286730E+07, 1.302435E+07, 1.318289E+07, 1.334294E+07, 1.350450E+07, 1.366760E+07, 1.383223E+07, 1.399841E+07, 1.416616E+07, 1.433547E+07, 1.450636E+07, 1.467884E+07, 1.485292E+07, 1.502862E+07, 1.520594E+07, 1.538489E+07, 1.556549E+07, 1.574775E+07, 1.593167E+07, 1.611727E+07, 1.630456E+07, 1.649354E+07, 1.668424E+07, 1.687666E+07, 1.707082E+07, 1.726672E+07, 1.746437E+07, 1.766380E+07, 1.786500E+07, 1.806799E+07, 1.827278E+07, 1.847939E+07, 1.868782E+07, 1.889808E+07, 1.911020E+07, 1.932418E+07, 1.954002E+07, 1.975775E+07, 1.997738E+07, 2.019891E+07, 2.042236E+07, 2.064774E+07, 2.087507E+07, 2.110435E+07, 2.133560E+07, 2.156882E+07, 2.180404E+07, 2.204126E+07, 2.228050E+07, 2.252177E+07, 2.276508E+07, 2.301044E+07, 2.325787E+07, 2.350738E+07, 2.375898E+07, 2.401268E+07, 2.426849E+07, 2.452644E+07, 2.478653E+07, 2.504878E+07, 2.531319E+07, 2.557978E+07, 2.584857E+07, 2.611956E+07, 2.639277E+07, 2.666822E+07, 2.694591E+07, 2.722586E+07, 2.750808E+07, 2.779259E+07, 2.807940E+07, 2.836852E+07, 2.865997E+07, 2.895376E+07, 2.924990E+07, 2.954840E+07, 2.984929E+07, 3.015257E+07, 3.045826E+07, 3.076637E+07, 3.107692E+07, 3.138991E+07, 3.170537E+07, 3.202330E+07, 3.234373E+07, 3.266666E+07, 3.299212E+07, 3.332010E+07, 3.365064E+07, 3.398374E+07, 3.431941E+07, 3.465767E+07, 3.499854E+07, 3.534203E+07, 3.568816E+07, 3.603693E+07, 3.638837E+07, 3.674248E+07, 3.709930E+07, 3.745881E+07, 3.782105E+07, 3.818603E+07, 3.855376E+07, 3.892426E+07, 3.929754E+07, 3.967362E+07, 4.005251E+07, 4.043423E+07, 4.081880E+07, 4.120622E+07, 4.159652E+07, 4.198970E+07, 4.238579E+07, 4.278480E+07, 4.318675E+07, 4.359165E+07, 4.399952E+07, 4.441037E+07, 4.482421E+07, 4.524108E+07, 4.566097E+07, 4.608391E+07, 4.650991E+07, 4.693899E+07, 4.737116E+07, 4.780645E+07, 4.824486E+07, 4.868642E+07, 4.913113E+07, 4.957902E+07, 5.003010E+07, 5.048439E+07, 5.094191E+07, 5.140266E+07, 5.186668E+07, 5.233397E+07, 5.280455E+07, 5.327843E+07, 5.375565E+07, 5.423620E+07, 5.472012E+07, 5.520741E+07, 5.569809E+07, 5.619218E+07, 5.668970E+07, 5.719066E+07, 5.769509E+07, 5.820299E+07, 5.871439E+07, 5.922930E+07, 5.974774E+07, 6.026974E+07, 6.079529E+07, 6.132443E+07, 6.185718E+07, 6.239354E+07, 6.293353E+07, 6.347719E+07, 6.402451E+07, 6.457552E+07, 6.513025E+07, 6.568870E+07, 6.625089E+07, 6.681685E+07, 6.738658E+07, 6.796012E+07, 6.853747E+07, 6.911866E+07, 6.970371E+07, 7.029262E+07, 7.088543E+07, 7.148215E+07, 7.208279E+07, 7.268739E+07, 7.329594E+07, 7.390849E+07, 7.452504E+07, 7.514560E+07, ]) # ============================ M = 10, I = 1 ============================ M = 10 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 3.067397E+00, 8.327548E+01, 2.332343E+02, 4.271098E+02, 6.565616E+02, 9.167586E+02, 1.204438E+03, 1.517205E+03, 1.853203E+03, 2.210947E+03, 2.589220E+03, 2.987022E+03, 3.403534E+03, 3.838095E+03, 4.290193E+03, 4.759444E+03, 5.245589E+03, 5.748470E+03, 6.268031E+03, 6.804295E+03, 7.357364E+03, 7.927403E+03, 8.514637E+03, 9.119340E+03, 9.741831E+03, 1.038247E+04, 1.104166E+04, 1.171982E+04, 1.241742E+04, 1.313495E+04, 1.387291E+04, 1.463185E+04, 1.541232E+04, 1.621490E+04, 1.704019E+04, 1.788881E+04, 1.876139E+04, 1.965859E+04, 2.058106E+04, 2.152949E+04, 2.250457E+04, 2.350701E+04, 2.453754E+04, 2.559688E+04, 2.668578E+04, 2.780500E+04, 2.895531E+04, 3.013749E+04, 3.135233E+04, 3.260064E+04, 3.388322E+04, 3.520090E+04, 3.655452E+04, 3.794493E+04, 3.937297E+04, 4.083951E+04, 4.234544E+04, 4.389163E+04, 4.547899E+04, 4.710842E+04, 4.878084E+04, 5.049718E+04, 5.225838E+04, 5.406539E+04, 5.591917E+04, 5.782069E+04, 5.977093E+04, 6.177088E+04, 6.382155E+04, 6.592396E+04, 6.807912E+04, 7.028808E+04, 7.255188E+04, 7.487158E+04, 7.724825E+04, 7.968297E+04, 8.217684E+04, 8.473095E+04, 8.734644E+04, 9.002441E+04, 9.276602E+04, 9.557241E+04, 9.844475E+04, 1.013842E+05, 1.043920E+05, 1.074692E+05, 1.106172E+05, 1.138372E+05, 1.171303E+05, 1.204978E+05, 1.239411E+05, 1.274612E+05, 1.310596E+05, 1.347376E+05, 1.384964E+05, 1.423374E+05, 1.462619E+05, 1.502713E+05, 1.543669E+05, 1.585500E+05, 1.628222E+05, ]) # ============================ M = 10, I = 2 ============================ M = 10 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[0] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.100026E+00, 5.691524E+01, 1.594094E+02, 2.919203E+02, 4.487475E+02, 6.265887E+02, 8.232140E+02, 1.036986E+03, 1.266637E+03, 1.511152E+03, 1.769702E+03, 2.041605E+03, 2.326307E+03, 2.623366E+03, 2.932438E+03, 3.253273E+03, 3.585704E+03, 3.929639E+03, 4.285049E+03, 4.651965E+03, 5.030470E+03, 5.420691E+03, 5.822792E+03, 6.236977E+03, 6.663477E+03, 7.102552E+03, 7.554488E+03, 8.019592E+03, 8.498193E+03, 8.990638E+03, 9.497292E+03, 1.001854E+04, 1.055477E+04, 1.110640E+04, 1.167386E+04, 1.225758E+04, 1.285800E+04, 1.347560E+04, 1.411084E+04, 1.476420E+04, 1.543617E+04, 1.612726E+04, 1.683798E+04, 1.756883E+04, 1.832035E+04, 1.909308E+04, 1.988756E+04, 2.070433E+04, 2.154397E+04, 2.240702E+04, 2.329408E+04, 2.420572E+04, 2.514253E+04, 2.610511E+04, 2.709406E+04, 2.810999E+04, 2.915352E+04, 3.022528E+04, 3.132590E+04, 3.245603E+04, 3.361630E+04, 3.480738E+04, 3.602994E+04, 3.728463E+04, 3.857214E+04, 3.989316E+04, 4.124838E+04, 4.263850E+04, 4.406422E+04, 4.552628E+04, 4.702538E+04, 4.856227E+04, 5.013768E+04, 5.175237E+04, 5.340708E+04, 5.510259E+04, 5.683966E+04, 5.861909E+04, 6.044165E+04, 6.230814E+04, 6.421938E+04, 6.617618E+04, 6.817935E+04, 7.022973E+04, 7.232816E+04, 7.447549E+04, 7.667258E+04, 7.892029E+04, 8.121949E+04, 8.357108E+04, 8.597593E+04, 8.843497E+04, 9.094908E+04, 9.351921E+04, 9.614626E+04, 9.883118E+04, 1.015749E+05, 1.043784E+05, 1.072427E+05, 1.101686E+05, 1.131573E+05, ]) # ============================ M = 11, I = 1 ============================ M = 11 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 3.834090E+00, 1.620772E+01, 3.544986E+01, 5.997985E+01, 8.933083E+01, 1.228953E+02, 1.601234E+02, 2.006201E+02, 2.441067E+02, 2.903764E+02, 3.392668E+02, 3.906447E+02, 4.443978E+02, 5.004302E+02, 5.586602E+02, 6.190181E+02, 6.814457E+02, 7.458952E+02, 8.123287E+02, 8.807174E+02, 9.510416E+02, 1.023289E+03, 1.097456E+03, 1.173546E+03, 1.251567E+03, 1.331537E+03, 1.413475E+03, 1.497409E+03, 1.583372E+03, 1.671398E+03, 1.761529E+03, 1.853809E+03, 1.948287E+03, 2.045015E+03, 2.144046E+03, 2.245439E+03, 2.349255E+03, 2.455557E+03, 2.564410E+03, 2.675882E+03, 2.790043E+03, 2.906965E+03, 3.026722E+03, 3.149390E+03, 3.275047E+03, 3.403771E+03, 3.535644E+03, 3.670748E+03, 3.809167E+03, 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1.140301E+07, 1.148090E+07, 1.155911E+07, 1.163762E+07, 1.171645E+07, 1.179558E+07, 1.187503E+07, 1.195479E+07, 1.203487E+07, 1.211525E+07, 1.219595E+07, 1.227695E+07, 1.235827E+07, 1.243990E+07, 1.252184E+07, 1.260410E+07, 1.268666E+07, 1.276953E+07, 1.285272E+07, 1.293622E+07, 1.302002E+07, 1.310414E+07, 1.318857E+07, 1.327331E+07, 1.335836E+07, 1.344372E+07, 1.352938E+07, 1.361536E+07, 1.370165E+07, 1.378825E+07, 1.387516E+07, 1.396238E+07, 1.404990E+07, 1.413774E+07, 1.422589E+07, 1.431434E+07, 1.440310E+07, 1.449217E+07, 1.458155E+07, 1.467124E+07, 1.476124E+07, 1.485154E+07, 1.494215E+07, 1.503307E+07, 1.512430E+07, 1.521583E+07, 1.530767E+07, 1.539982E+07, 1.549227E+07, 1.558503E+07, 1.567809E+07, 1.577146E+07, 1.586514E+07, 1.595912E+07, 1.605341E+07, ]) # ============================ M = 11, I = 2 ============================ M = 11 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.689360E+00, 1.086509E+01, 2.371743E+01, 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7.899665E+05, 7.986698E+05, 8.074439E+05, 8.162892E+05, 8.252060E+05, 8.341945E+05, 8.432551E+05, 8.523879E+05, 8.615934E+05, 8.708719E+05, 8.802235E+05, 8.896486E+05, 8.991475E+05, 9.087204E+05, 9.183677E+05, 9.280896E+05, 9.378864E+05, 9.477584E+05, 9.577058E+05, 9.677290E+05, 9.778282E+05, 9.880036E+05, 9.982556E+05, 1.008584E+06, 1.018990E+06, 1.029474E+06, 1.040034E+06, 1.050673E+06, 1.061390E+06, 1.072185E+06, 1.083059E+06, 1.094012E+06, 1.105044E+06, 1.116155E+06, 1.127346E+06, 1.138618E+06, 1.149969E+06, 1.161400E+06, 1.172913E+06, 1.184506E+06, 1.196180E+06, 1.207936E+06, 1.219773E+06, 1.231692E+06, 1.243694E+06, 1.255777E+06, 1.267944E+06, 1.280193E+06, 1.292525E+06, 1.304940E+06, 1.317439E+06, 1.330021E+06, 1.342688E+06, 1.355438E+06, 1.368273E+06, 1.381193E+06, 1.394197E+06, 1.407286E+06, 1.420461E+06, 1.433721E+06, 1.447066E+06, 1.460498E+06, 1.474015E+06, 1.487619E+06, 1.501309E+06, 1.515086E+06, 1.528949E+06, 1.542900E+06, 1.556938E+06, 1.571063E+06, 1.585276E+06, 1.599576E+06, 1.613965E+06, 1.628442E+06, 1.643007E+06, 1.657660E+06, 1.672403E+06, 1.687234E+06, 1.702154E+06, 1.717163E+06, 1.732262E+06, 1.747451E+06, 1.762729E+06, 1.778097E+06, 1.793555E+06, 1.809103E+06, 1.824742E+06, 1.840471E+06, 1.856291E+06, 1.872201E+06, 1.888203E+06, 1.904296E+06, 1.920480E+06, 1.936756E+06, 1.953123E+06, 1.969581E+06, 1.986132E+06, 2.002775E+06, 2.019510E+06, 2.036337E+06, 2.053256E+06, 2.070268E+06, 2.087373E+06, 2.104571E+06, 2.121861E+06, 2.139244E+06, 2.156721E+06, 2.174291E+06, 2.191954E+06, 2.209711E+06, 2.227562E+06, 2.245506E+06, 2.263544E+06, 2.281676E+06, 2.299902E+06, 2.318222E+06, 2.336637E+06, 2.355146E+06, 2.373749E+06, 2.392447E+06, 2.411240E+06, 2.430127E+06, 2.449110E+06, 2.468187E+06, 2.487359E+06, 2.506627E+06, 2.525989E+06, 2.545447E+06, 2.565001E+06, 2.584649E+06, 2.604394E+06, 2.624234E+06, 2.644169E+06, 2.664201E+06, 2.684328E+06, 2.704551E+06, 2.724871E+06, 2.745286E+06, 2.765797E+06, 2.786405E+06, 2.807108E+06, 2.827908E+06, 2.848805E+06, 2.869797E+06, 2.890886E+06, 2.912072E+06, 2.933354E+06, 2.954733E+06, 2.976209E+06, 2.997781E+06, 3.019450E+06, 3.041216E+06, 3.063078E+06, 3.085038E+06, 3.107094E+06, 3.129247E+06, 3.151498E+06, 3.173845E+06, 3.196289E+06, 3.218831E+06, 3.241469E+06, 3.264205E+06, 3.287037E+06, 3.309967E+06, 3.332994E+06, 3.356118E+06, 3.379340E+06, 3.402659E+06, 3.426074E+06, 3.449588E+06, 3.473198E+06, 3.496906E+06, 3.520711E+06, 3.544614E+06, 3.568613E+06, 3.592710E+06, 3.616905E+06, 3.641196E+06, 3.665585E+06, 3.690071E+06, 3.714655E+06, 3.739336E+06, 3.764114E+06, 3.788990E+06, 3.813962E+06, 3.839032E+06, 3.864200E+06, 3.889464E+06, 3.914826E+06, 3.940285E+06, 3.965841E+06, 3.991494E+06, 4.017245E+06, 4.043093E+06, 4.069037E+06, 4.095079E+06, 4.121218E+06, 4.147454E+06, 4.173787E+06, 4.200217E+06, 4.226743E+06, 4.253367E+06, 4.280088E+06, 4.306905E+06, 4.333819E+06, 4.360830E+06, 4.387938E+06, 4.415142E+06, 4.442443E+06, 4.469841E+06, 4.497335E+06, 4.524926E+06, 4.552613E+06, 4.580396E+06, 4.608276E+06, 4.636252E+06, 4.664325E+06, 4.692493E+06, 4.720758E+06, 4.749119E+06, 4.777576E+06, 4.806129E+06, 4.834778E+06, 4.863522E+06, 4.892363E+06, 4.921299E+06, 4.950330E+06, 4.979458E+06, 5.008681E+06, 5.037999E+06, 5.067413E+06, 5.096922E+06, 5.126526E+06, 5.156226E+06, 5.186021E+06, 5.215910E+06, 5.245895E+06, 5.275975E+06, 5.306149E+06, 5.336418E+06, 5.366782E+06, 5.397240E+06, 5.427793E+06, ]) # ============================ M = 12, I = 1 ============================ M = 12 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 3.573524E+01, 1.029251E+03, 2.896824E+03, 5.313431E+03, 8.174539E+03, 1.141970E+04, 1.500830E+04, 1.891136E+04, 2.310835E+04, 2.758623E+04, 3.233901E+04, 3.736750E+04, 4.267884E+04, 4.828605E+04, 5.420733E+04, 6.046551E+04, 6.708747E+04, 7.410380E+04, 8.154826E+04, 8.945771E+04, 9.787188E+04, 1.068332E+05, 1.163871E+05, 1.265816E+05, 1.374678E+05, 1.490998E+05, 1.615349E+05, 1.748339E+05, 1.890610E+05, 2.042845E+05, 2.205764E+05, 2.380133E+05, 2.566761E+05, 2.766508E+05, 2.980283E+05, 3.209051E+05, 3.453830E+05, 3.715702E+05, 3.995815E+05, 4.295378E+05, 4.615675E+05, 4.958063E+05, 5.323980E+05, 5.714943E+05, 6.132560E+05, 6.578525E+05, 7.054636E+05, 7.562786E+05, 8.104973E+05, 8.683312E+05, 9.300032E+05, 9.957481E+05, 1.065814E+06, 1.140462E+06, 1.219969E+06, 1.304624E+06, 1.394732E+06, 1.490616E+06, 1.592616E+06, 1.701086E+06, 1.816403E+06, 1.938961E+06, 2.069175E+06, 2.207481E+06, 2.354336E+06, 2.510222E+06, 2.675644E+06, 2.851134E+06, 3.037246E+06, 3.234567E+06, 3.443706E+06, 3.665308E+06, 3.900048E+06, 4.148628E+06, 4.411790E+06, 4.690310E+06, 4.984997E+06, 5.296703E+06, 5.626315E+06, 5.974766E+06, 6.343026E+06, 6.732116E+06, 7.143101E+06, 7.577092E+06, 8.035255E+06, 8.518805E+06, 9.029012E+06, 9.567200E+06, 1.013476E+07, 1.073313E+07, 1.136382E+07, 1.202841E+07, 1.272855E+07, 1.346593E+07, 1.424236E+07, 1.505969E+07, 1.591986E+07, 1.682490E+07, 1.777692E+07, 1.877811E+07, 1.983076E+07, 2.093726E+07, 2.210007E+07, 2.332178E+07, 2.460508E+07, 2.595275E+07, 2.736772E+07, 2.885299E+07, 3.041171E+07, 3.204715E+07, 3.376270E+07, 3.556189E+07, 3.744839E+07, 3.942602E+07, 4.149872E+07, 4.367060E+07, 4.594593E+07, 4.832914E+07, 5.082484E+07, 5.343777E+07, 5.617291E+07, 5.903537E+07, 6.203049E+07, 6.516378E+07, 6.844098E+07, 7.186803E+07, 7.545107E+07, 7.919648E+07, 8.311086E+07, 8.720108E+07, 9.147421E+07, 9.593761E+07, 1.005989E+08, 1.054659E+08, 1.105468E+08, 1.158500E+08, 1.213843E+08, 1.271587E+08, 1.331825E+08, 1.394655E+08, 1.460176E+08, 1.528491E+08, 1.599709E+08, 1.673938E+08, 1.751294E+08, 1.831894E+08, 1.915862E+08, 2.003323E+08, 2.094406E+08, 2.189248E+08, 2.287987E+08, 2.390766E+08, 2.497734E+08, 2.609045E+08, 2.724856E+08, 2.845330E+08, 2.970635E+08, 3.100947E+08, 3.236443E+08, 3.377309E+08, 3.523735E+08, 3.675919E+08, 3.834064E+08, 3.998378E+08, 4.169078E+08, 4.346385E+08, 4.530531E+08, 4.721750E+08, 4.920286E+08, 5.126390E+08, 5.340321E+08, 5.562347E+08, 5.792739E+08, 6.031782E+08, 6.279767E+08, 6.536994E+08, 6.803770E+08, 7.080413E+08, 7.367252E+08, 7.664622E+08, 7.972871E+08, 8.292355E+08, 8.623440E+08, 8.966504E+08, 9.321937E+08, 9.690135E+08, 1.007151E+09, 1.046649E+09, 1.087551E+09, 1.129900E+09, 1.173744E+09, 1.219129E+09, 1.266104E+09, 1.314719E+09, 1.365025E+09, 1.417075E+09, 1.470923E+09, 1.526624E+09, 1.584237E+09, 1.643818E+09, 1.705430E+09, 1.769134E+09, 1.834993E+09, 1.903072E+09, 1.973439E+09, 2.046164E+09, 2.121315E+09, 2.198967E+09, 2.279192E+09, 2.362069E+09, 2.447675E+09, 2.536091E+09, 2.627399E+09, 2.721685E+09, 2.819035E+09, 2.919538E+09, 3.023286E+09, 3.130372E+09, 3.240894E+09, 3.354949E+09, 3.472638E+09, 3.594066E+09, 3.719338E+09, 3.848565E+09, 3.981857E+09, 4.119329E+09, 4.261099E+09, 4.407286E+09, 4.558015E+09, 4.713411E+09, 4.873603E+09, 5.038726E+09, 5.208913E+09, 5.384305E+09, 5.565043E+09, 5.751275E+09, 5.943148E+09, 6.140818E+09, 6.344438E+09, 6.554173E+09, 6.770183E+09, 6.992639E+09, 7.221711E+09, 7.457578E+09, 7.700418E+09, 7.950417E+09, 8.207763E+09, 8.472650E+09, 8.745275E+09, 9.025842E+09, 9.314557E+09, 9.611632E+09, 9.917283E+09, 1.023173E+10, 1.055521E+10, 1.088794E+10, 1.123017E+10, 1.158213E+10, 1.194408E+10, 1.231627E+10, 1.269895E+10, 1.309240E+10, 1.349688E+10, 1.391267E+10, 1.434006E+10, 1.477933E+10, 1.523078E+10, 1.569471E+10, 1.617143E+10, 1.666125E+10, 1.716451E+10, 1.768152E+10, 1.821263E+10, 1.875818E+10, 1.931852E+10, 1.989400E+10, 2.048501E+10, 2.109190E+10, 2.171506E+10, 2.235490E+10, 2.301179E+10, 2.368615E+10, 2.437840E+10, 2.508896E+10, 2.581826E+10, 2.656675E+10, 2.733487E+10, 2.812310E+10, 2.893189E+10, 2.976174E+10, 3.061313E+10, 3.148656E+10, 3.238254E+10, 3.330159E+10, 3.424425E+10, 3.521108E+10, 3.620258E+10, 3.721936E+10, 3.826198E+10, 3.933104E+10, 4.042712E+10, 4.155085E+10, 4.270285E+10, 4.388375E+10, 4.509420E+10, 4.633487E+10, 4.760643E+10, 4.890956E+10, 5.024498E+10, 5.161339E+10, 5.301553E+10, 5.445214E+10, 5.592397E+10, 5.743180E+10, 5.897644E+10, 6.055866E+10, 6.217929E+10, 6.383916E+10, 6.553915E+10, 6.728008E+10, 6.906289E+10, 7.088842E+10, 7.275761E+10, 7.467143E+10, 7.663079E+10, 7.863667E+10, 8.069007E+10, 8.279197E+10, 8.494343E+10, 8.714550E+10, 8.939920E+10, 9.170566E+10, 9.406595E+10, 9.648122E+10, 9.895261E+10, 1.014813E+11, 1.040684E+11, 1.067153E+11, 1.094230E+11, 1.121929E+11, 1.150262E+11, 1.179243E+11, 1.208886E+11, 1.239201E+11, 1.270205E+11, 1.301911E+11, 1.334333E+11, 1.367486E+11, 1.401384E+11, 1.436042E+11, 1.471476E+11, ]) # ============================ M = 12, I = 2 ============================ M = 12 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.382603E+01, 6.862459E+02, 1.931437E+03, 3.542694E+03, 5.450319E+03, 7.614008E+03, 1.000669E+04, 1.260902E+04, 1.540736E+04, 1.839301E+04, 2.156205E+04, 2.491514E+04, 2.845720E+04, 3.219714E+04, 3.614739E+04, 4.032349E+04, 4.474377E+04, 4.942902E+04, 5.440219E+04, 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3.032824E+10, 3.116574E+10, 3.202417E+10, 3.290399E+10, 3.380569E+10, 3.472976E+10, 3.567667E+10, 3.664695E+10, 3.764111E+10, 3.865967E+10, 3.970318E+10, 4.077217E+10, 4.186721E+10, 4.298886E+10, 4.413769E+10, 4.531432E+10, 4.651932E+10, 4.775333E+10, 4.901696E+10, 5.031083E+10, 5.163562E+10, 5.299197E+10, 5.438056E+10, 5.580208E+10, 5.725721E+10, 5.874669E+10, 6.027123E+10, 6.183156E+10, 6.342845E+10, 6.506265E+10, 6.673496E+10, 6.844617E+10, 7.019706E+10, 7.198850E+10, 7.382129E+10, 7.569632E+10, 7.761444E+10, 7.957652E+10, 8.158351E+10, 8.363629E+10, 8.573579E+10, 8.788300E+10, 9.007886E+10, 9.232438E+10, 9.462054E+10, 9.696836E+10, 9.936892E+10, 1.018233E+11, ]) # ============================ M = 13, I = 1 ============================ M = 13 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[9] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.538496E+01, 1.593640E+01, 1.602673E+01, 1.643215E+01, 1.728778E+01, 1.852414E+01, 2.005293E+01, 2.180752E+01, 2.374009E+01, 2.581568E+01, 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5.906750E+03, 5.921537E+03, 5.936348E+03, 5.951181E+03, 5.966037E+03, 5.980916E+03, 5.995817E+03, 6.010741E+03, 6.025688E+03, 6.040658E+03, 6.055651E+03, 6.070667E+03, 6.085705E+03, 6.100766E+03, 6.115850E+03, 6.130957E+03, 6.146087E+03, 6.161240E+03, 6.176415E+03, 6.191614E+03, 6.206835E+03, 6.222079E+03, 6.237346E+03, 6.252635E+03, 6.267948E+03, 6.283284E+03, 6.298642E+03, 6.314023E+03, 6.329427E+03, 6.344855E+03, 6.360305E+03, 6.375777E+03, 6.391273E+03, 6.406792E+03, 6.422333E+03, 6.437898E+03, 6.453485E+03, 6.469095E+03, 6.484728E+03, 6.500385E+03, 6.516064E+03, 6.531765E+03, 6.547490E+03, 6.563238E+03, 6.579009E+03, 6.594802E+03, 6.610619E+03, 6.626458E+03, 6.642320E+03, 6.658206E+03, 6.674114E+03, 6.690045E+03, 6.705999E+03, 6.721976E+03, 6.737976E+03, 6.753999E+03, 6.770044E+03, 6.786113E+03, 6.802205E+03, 6.818319E+03, 6.834457E+03, 6.850617E+03, 6.866801E+03, 6.883007E+03, 6.899236E+03, 6.915488E+03, 6.931763E+03, 6.948061E+03, 6.964382E+03, 6.980726E+03, 6.997093E+03, 7.013482E+03, 7.029895E+03, 7.046330E+03, 7.062789E+03, 7.079270E+03, 7.095774E+03, 7.112302E+03, 7.128852E+03, 7.145425E+03, 7.162021E+03, 7.178640E+03, 7.195281E+03, 7.211946E+03, 7.228634E+03, 7.245344E+03, 7.262077E+03, 7.278834E+03, 7.295613E+03, 7.312415E+03, 7.329240E+03, 7.346088E+03, 7.362958E+03, 7.379852E+03, 7.396768E+03, 7.413708E+03, 7.430670E+03, 7.447655E+03, 7.464663E+03, 7.481694E+03, 7.498747E+03, 7.515824E+03, 7.532923E+03, 7.550045E+03, 7.567190E+03, 7.584358E+03, 7.601549E+03, 7.618763E+03, 7.635999E+03, 7.653258E+03, ]) # ============================ M = 13, I = 2 ============================ M = 13 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.597389E+01, 1.599754E+01, 1.605971E+01, 1.646471E+01, 1.732980E+01, 1.857958E+01, 2.012374E+01, 2.189487E+01, 2.384480E+01, 2.593834E+01, 2.814905E+01, 3.045662E+01, 3.284515E+01, 3.530202E+01, 3.781709E+01, 4.038212E+01, 4.299034E+01, 4.563615E+01, 4.831489E+01, 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1.296749E+03, 1.303364E+03, 1.309995E+03, 1.316644E+03, 1.323310E+03, 1.329994E+03, 1.336696E+03, 1.343415E+03, 1.350151E+03, 1.356905E+03, 1.363676E+03, 1.370465E+03, 1.377272E+03, 1.384095E+03, 1.390937E+03, 1.397796E+03, 1.404673E+03, 1.411567E+03, 1.418478E+03, 1.425408E+03, 1.432355E+03, 1.439319E+03, 1.446301E+03, 1.453301E+03, 1.460318E+03, 1.467353E+03, 1.474405E+03, 1.481475E+03, 1.488563E+03, 1.495669E+03, 1.502792E+03, 1.509932E+03, 1.517091E+03, 1.524267E+03, 1.531461E+03, 1.538672E+03, 1.545901E+03, 1.553148E+03, 1.560413E+03, 1.567695E+03, 1.574995E+03, 1.582313E+03, 1.589648E+03, 1.597001E+03, 1.604372E+03, 1.611761E+03, 1.619168E+03, 1.626592E+03, 1.634034E+03, 1.641494E+03, 1.648971E+03, 1.656467E+03, 1.663980E+03, 1.671511E+03, 1.679060E+03, 1.686627E+03, 1.694211E+03, 1.701814E+03, 1.709434E+03, 1.717072E+03, 1.724728E+03, 1.732402E+03, 1.740094E+03, 1.747804E+03, 1.755531E+03, 1.763277E+03, 1.771040E+03, 1.778821E+03, 1.786621E+03, 1.794438E+03, 1.802273E+03, 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2.414021E+03, 2.423185E+03, 2.432368E+03, 2.441570E+03, 2.450790E+03, 2.460029E+03, 2.469286E+03, 2.478562E+03, 2.487856E+03, 2.497169E+03, 2.506501E+03, 2.515851E+03, 2.525219E+03, 2.534606E+03, 2.544012E+03, 2.553436E+03, 2.562879E+03, 2.572341E+03, 2.581821E+03, 2.591320E+03, 2.600838E+03, 2.610374E+03, 2.619928E+03, 2.629502E+03, 2.639094E+03, 2.648705E+03, 2.658335E+03, 2.667983E+03, 2.677650E+03, 2.687335E+03, 2.697040E+03, 2.706763E+03, 2.716505E+03, 2.726266E+03, 2.736045E+03, 2.745843E+03, 2.755660E+03, 2.765496E+03, 2.775350E+03, 2.785224E+03, 2.795116E+03, 2.805027E+03, 2.814957E+03, 2.824906E+03, 2.834873E+03, 2.844859E+03, 2.854865E+03, 2.864889E+03, 2.874932E+03, 2.884994E+03, 2.895075E+03, 2.905174E+03, 2.915293E+03, 2.925431E+03, 2.935587E+03, 2.945763E+03, ]) # ============================ M = 13, I = 3 ============================ M = 13 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.398602E+01, 2.404395E+01, 2.529391E+01, 2.815478E+01, 3.190227E+01, 3.623179E+01, 4.103194E+01, 4.623929E+01, 5.180270E+01, 5.767669E+01, 6.382085E+01, 7.019978E+01, 7.678288E+01, 8.354395E+01, 9.046062E+01, 9.751381E+01, 1.046873E+02, 1.119670E+02, 1.193412E+02, 1.267995E+02, 1.343330E+02, 1.419342E+02, 1.495962E+02, 1.573133E+02, 1.650803E+02, 1.728928E+02, 1.807468E+02, 1.886387E+02, 1.965655E+02, 2.045244E+02, 2.125129E+02, 2.205288E+02, 2.285702E+02, 2.366353E+02, 2.447225E+02, 2.528305E+02, 2.609579E+02, 2.691036E+02, 2.772666E+02, 2.854462E+02, 2.936413E+02, 3.018515E+02, 3.100761E+02, 3.183146E+02, 3.265665E+02, 3.348315E+02, 3.431093E+02, 3.513996E+02, 3.597024E+02, 3.680174E+02, 3.763446E+02, 3.846839E+02, 3.930355E+02, 4.013993E+02, 4.097755E+02, 4.181642E+02, 4.265656E+02, 4.349798E+02, 4.434071E+02, 4.518478E+02, 4.603021E+02, 4.687704E+02, 4.772529E+02, 4.857500E+02, 4.942620E+02, 5.027894E+02, 5.113324E+02, 5.198916E+02, 5.284672E+02, 5.370597E+02, 5.456695E+02, 5.542971E+02, 5.629428E+02, 5.716071E+02, 5.802905E+02, 5.889933E+02, 5.977160E+02, 6.064591E+02, 6.152229E+02, 6.240080E+02, 6.328147E+02, 6.416434E+02, 6.504947E+02, 6.593690E+02, 6.682665E+02, 6.771879E+02, 6.861335E+02, 6.951037E+02, 7.040989E+02, 7.131195E+02, 7.221659E+02, 7.312386E+02, 7.403378E+02, 7.494640E+02, 7.586176E+02, 7.677989E+02, 7.770082E+02, 7.862460E+02, 7.955126E+02, 8.048082E+02, 8.141334E+02, 8.234883E+02, 8.328734E+02, 8.422889E+02, 8.517352E+02, 8.612126E+02, 8.707213E+02, 8.802617E+02, 8.898340E+02, 8.994386E+02, 9.090757E+02, 9.187456E+02, 9.284485E+02, 9.381848E+02, 9.479546E+02, 9.577583E+02, 9.675961E+02, 9.774682E+02, 9.873748E+02, 9.973162E+02, 1.007293E+03, 1.017304E+03, 1.027352E+03, 1.037434E+03, 1.047553E+03, 1.057708E+03, 1.067899E+03, 1.078126E+03, 1.088390E+03, 1.098692E+03, 1.109030E+03, 1.119405E+03, 1.129818E+03, 1.140268E+03, 1.150756E+03, 1.161282E+03, 1.171845E+03, 1.182448E+03, 1.193088E+03, 1.203767E+03, 1.214485E+03, 1.225241E+03, 1.236037E+03, 1.246871E+03, 1.257745E+03, 1.268658E+03, 1.279610E+03, 1.290603E+03, 1.301635E+03, 1.312706E+03, 1.323818E+03, 1.334970E+03, 1.346162E+03, 1.357395E+03, 1.368668E+03, 1.379981E+03, 1.391335E+03, 1.402730E+03, 1.414166E+03, 1.425643E+03, 1.437160E+03, 1.448719E+03, 1.460320E+03, 1.471961E+03, 1.483644E+03, 1.495369E+03, 1.507135E+03, 1.518943E+03, 1.530792E+03, 1.542684E+03, 1.554617E+03, 1.566593E+03, 1.578610E+03, 1.590670E+03, 1.602772E+03, 1.614916E+03, 1.627103E+03, 1.639332E+03, 1.651604E+03, 1.663919E+03, 1.676276E+03, 1.688676E+03, 1.701119E+03, 1.713604E+03, 1.726133E+03, 1.738704E+03, 1.751319E+03, 1.763977E+03, 1.776678E+03, 1.789422E+03, 1.802210E+03, 1.815041E+03, 1.827915E+03, 1.840833E+03, 1.853794E+03, 1.866799E+03, 1.879848E+03, 1.892940E+03, 1.906076E+03, 1.919256E+03, 1.932480E+03, 1.945748E+03, 1.959059E+03, 1.972415E+03, 1.985814E+03, 1.999258E+03, 2.012746E+03, 2.026278E+03, 2.039854E+03, 2.053474E+03, 2.067139E+03, 2.080848E+03, 2.094602E+03, 2.108400E+03, 2.122242E+03, 2.136129E+03, 2.150061E+03, 2.164037E+03, 2.178057E+03, 2.192123E+03, 2.206233E+03, 2.220388E+03, 2.234587E+03, 2.248832E+03, 2.263121E+03, 2.277455E+03, 2.291834E+03, 2.306258E+03, 2.320728E+03, 2.335242E+03, 2.349801E+03, 2.364405E+03, 2.379055E+03, 2.393749E+03, 2.408489E+03, 2.423274E+03, 2.438104E+03, 2.452980E+03, 2.467901E+03, 2.482867E+03, 2.497879E+03, 2.512936E+03, 2.528038E+03, 2.543186E+03, 2.558380E+03, 2.573619E+03, 2.588903E+03, 2.604233E+03, 2.619609E+03, 2.635031E+03, 2.650498E+03, 2.666011E+03, 2.681569E+03, 2.697174E+03, 2.712824E+03, 2.728520E+03, 2.744262E+03, 2.760049E+03, 2.775883E+03, 2.791763E+03, 2.807688E+03, 2.823660E+03, 2.839677E+03, 2.855740E+03, 2.871850E+03, 2.888006E+03, 2.904207E+03, 2.920455E+03, 2.936749E+03, 2.953089E+03, 2.969476E+03, 2.985908E+03, 3.002387E+03, 3.018912E+03, 3.035484E+03, 3.052101E+03, 3.068766E+03, 3.085476E+03, 3.102233E+03, 3.119036E+03, 3.135886E+03, 3.152782E+03, 3.169725E+03, 3.186714E+03, 3.203750E+03, 3.220832E+03, 3.237961E+03, 3.255136E+03, 3.272358E+03, 3.289627E+03, 3.306942E+03, 3.324304E+03, 3.341713E+03, 3.359168E+03, 3.376671E+03, 3.394220E+03, 3.411815E+03, 3.429458E+03, 3.447147E+03, 3.464884E+03, 3.482667E+03, 3.500497E+03, 3.518374E+03, 3.536298E+03, 3.554269E+03, 3.572287E+03, 3.590352E+03, 3.608463E+03, 3.626622E+03, 3.644828E+03, 3.663082E+03, 3.681382E+03, 3.699729E+03, 3.718124E+03, 3.736565E+03, 3.755054E+03, 3.773590E+03, 3.792173E+03, 3.810804E+03, 3.829482E+03, 3.848207E+03, 3.866979E+03, 3.885799E+03, 3.904666E+03, 3.923581E+03, 3.942542E+03, 3.961552E+03, 3.980608E+03, 3.999712E+03, 4.018864E+03, 4.038063E+03, 4.057309E+03, 4.076604E+03, 4.095945E+03, 4.115334E+03, 4.134771E+03, 4.154256E+03, 4.173788E+03, 4.193367E+03, 4.212994E+03, 4.232669E+03, 4.252392E+03, 4.272162E+03, 4.291981E+03, 4.311846E+03, 4.331760E+03, 4.351722E+03, 4.371731E+03, 4.391788E+03, 4.411893E+03, 4.432046E+03, 4.452246E+03, 4.472495E+03, 4.492791E+03, 4.513136E+03, 4.533528E+03, 4.553969E+03, 4.574457E+03, 4.594994E+03, 4.615578E+03, 4.636211E+03, 4.656891E+03, 4.677620E+03, 4.698397E+03, 4.719222E+03, 4.740095E+03, 4.761016E+03, 4.781986E+03, 4.803003E+03, 4.824069E+03, 4.845183E+03, 4.866346E+03, 4.887556E+03, 4.908815E+03, 4.930123E+03, 4.951478E+03, 4.972882E+03, 4.994335E+03, 5.015836E+03, 5.037385E+03, 5.058982E+03, 5.080628E+03, 5.102323E+03, 5.124066E+03, 5.145858E+03, 5.167698E+03, 5.189586E+03, 5.211523E+03, 5.233509E+03, 5.255544E+03, 5.277627E+03, 5.299758E+03, 5.321938E+03, 5.344167E+03, 5.366445E+03, 5.388771E+03, 5.411146E+03, 5.433570E+03, 5.456043E+03, 5.478564E+03, 5.501134E+03, 5.523753E+03, 5.546421E+03, 5.569138E+03, 5.591904E+03, 5.614718E+03, 5.637581E+03, 5.660494E+03, 5.683455E+03, 5.706465E+03, 5.729525E+03, 5.752633E+03, 5.775790E+03, 5.798996E+03, 5.822252E+03, 5.845556E+03, 5.868910E+03, 5.892313E+03, 5.915764E+03, 5.939265E+03, 5.962816E+03, 5.986415E+03, 6.010064E+03, 6.033761E+03, 6.057509E+03, 6.081305E+03, 6.105151E+03, 6.129045E+03, 6.152990E+03, 6.176983E+03, 6.201026E+03, 6.225119E+03, 6.249261E+03, 6.273452E+03, 6.297692E+03, 6.321982E+03, 6.346322E+03, 6.370711E+03, 6.395150E+03, 6.419638E+03, 6.444175E+03, 6.468763E+03, 6.493399E+03, 6.518086E+03, 6.542822E+03, 6.567608E+03, 6.592443E+03, 6.617328E+03, 6.642263E+03, 6.667247E+03, 6.692281E+03, 6.717365E+03, 6.742499E+03, 6.767683E+03, 6.792916E+03, 6.818199E+03, 6.843532E+03, 6.868915E+03, 6.894348E+03, 6.919831E+03, 6.945363E+03, 6.970946E+03, 6.996578E+03, 7.022261E+03, 7.047993E+03, 7.073776E+03, 7.099608E+03, 7.125491E+03, 7.151424E+03, 7.177407E+03, 7.203440E+03, 7.229523E+03, 7.255656E+03, 7.281839E+03, 7.308073E+03, 7.334357E+03, 7.360691E+03, 7.387075E+03, 7.413510E+03, 7.439994E+03, 7.466529E+03, 7.493115E+03, 7.519751E+03, 7.546437E+03, 7.573173E+03, 7.599960E+03, 7.626798E+03, 7.653686E+03, 7.680624E+03, 7.707613E+03, 7.734652E+03, 7.761742E+03, 7.788882E+03, 7.816073E+03, 7.843314E+03, 7.870606E+03, 7.897949E+03, 7.925342E+03, 7.952786E+03, 7.980280E+03, 8.007825E+03, ]) # ============================ M = 14, I = 1 ============================ M = 14 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 4.000000E+00, 4.032390E+00, 4.626210E+00, 5.725030E+00, 6.976320E+00, 8.275850E+00, 9.595800E+00, 1.092645E+01, 1.226348E+01, 1.360466E+01, 1.494872E+01, 1.629489E+01, 1.764266E+01, 1.899169E+01, 2.034174E+01, 2.169263E+01, 2.304424E+01, 2.439648E+01, 2.574926E+01, 2.710253E+01, 2.845624E+01, 2.981036E+01, 3.116485E+01, 3.251970E+01, 3.387487E+01, 3.523036E+01, 3.658615E+01, 3.794222E+01, 3.929857E+01, 4.065519E+01, 4.201207E+01, 4.336920E+01, 4.472657E+01, 4.608419E+01, 4.744205E+01, 4.880014E+01, 5.015846E+01, 5.151701E+01, 5.287579E+01, 5.423478E+01, 5.559401E+01, 5.695345E+01, 5.831312E+01, 5.967301E+01, 6.103312E+01, 6.239345E+01, 6.375401E+01, 6.511480E+01, 6.647583E+01, 6.783708E+01, 6.919858E+01, 7.056033E+01, 7.192233E+01, 7.328460E+01, 7.464713E+01, 7.600994E+01, 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1.262682E+03, 1.266535E+03, 1.270394E+03, 1.274261E+03, 1.278134E+03, 1.282013E+03, 1.285900E+03, 1.289793E+03, 1.293693E+03, 1.297600E+03, 1.301513E+03, 1.305433E+03, 1.309360E+03, 1.313293E+03, 1.317233E+03, 1.321180E+03, 1.325134E+03, 1.329094E+03, 1.333061E+03, 1.337035E+03, 1.341015E+03, 1.345003E+03, 1.348997E+03, 1.352997E+03, 1.357005E+03, 1.361019E+03, 1.365040E+03, 1.369067E+03, 1.373102E+03, 1.377143E+03, 1.381191E+03, 1.385245E+03, 1.389307E+03, 1.393375E+03, 1.397450E+03, 1.401531E+03, 1.405620E+03, 1.409715E+03, 1.413817E+03, 1.417925E+03, 1.422041E+03, 1.426163E+03, 1.430292E+03, 1.434428E+03, 1.438570E+03, 1.442719E+03, 1.446875E+03, 1.451038E+03, ]) # ============================ M = 14, I = 2 ============================ M = 14 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 6.793590E+00, 1.005366E+01, 1.375436E+01, 1.753287E+01, 2.133900E+01, 2.515838E+01, 2.898529E+01, 3.281701E+01, 3.665204E+01, 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4.712171E+03, 4.726651E+03, 4.741154E+03, 4.755681E+03, 4.770231E+03, 4.784804E+03, 4.799400E+03, 4.814019E+03, 4.828661E+03, 4.843327E+03, 4.858015E+03, 4.872727E+03, 4.887462E+03, 4.902220E+03, 4.917001E+03, 4.931805E+03, 4.946632E+03, 4.961482E+03, 4.976356E+03, 4.991252E+03, 5.006171E+03, 5.021114E+03, 5.036079E+03, ]) # ============================ M = 15, I = 1 ============================ M = 15 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 8.000000E+00, 9.195100E+00, 1.379368E+01, 1.894390E+01, 2.419193E+01, 2.947499E+01, 3.477493E+01, 4.008450E+01, 4.540023E+01, 5.072023E+01, 5.604342E+01, 6.136910E+01, 6.669682E+01, 7.202626E+01, 7.735721E+01, 8.268950E+01, 8.802303E+01, 9.335769E+01, 9.869341E+01, 1.040302E+02, 1.093679E+02, 1.147065E+02, 1.200460E+02, 1.253865E+02, 1.307278E+02, 1.360699E+02, 1.414129E+02, 1.467567E+02, 1.521013E+02, 1.574467E+02, 1.627930E+02, 1.681401E+02, 1.734880E+02, 1.788367E+02, 1.841863E+02, 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5.722201E+03, 5.741322E+03, 5.760479E+03, 5.779670E+03, 5.798897E+03, 5.818159E+03, 5.837457E+03, 5.856789E+03, 5.876157E+03, 5.895560E+03, 5.914998E+03, 5.934472E+03, 5.953981E+03, 5.973525E+03, 5.993104E+03, 6.012718E+03, 6.032368E+03, 6.052053E+03, 6.071773E+03, 6.091528E+03, 6.111319E+03, 6.131145E+03, 6.151006E+03, 6.170902E+03, 6.190834E+03, 6.210801E+03, 6.230803E+03, 6.250840E+03, 6.270913E+03, 6.291021E+03, 6.311164E+03, 6.331342E+03, 6.351555E+03, 6.371804E+03, 6.392088E+03, 6.412407E+03, 6.432761E+03, 6.453151E+03, 6.473575E+03, 6.494035E+03, 6.514531E+03, 6.535061E+03, 6.555626E+03, 6.576227E+03, 6.596863E+03, 6.617534E+03, 6.638241E+03, 6.658982E+03, 6.679759E+03, 6.700571E+03, 6.721418E+03, 6.742300E+03, 6.763217E+03, 6.784170E+03, 6.805157E+03, 6.826180E+03, 6.847238E+03, 6.868331E+03, 6.889459E+03, 6.910623E+03, 6.931821E+03, 6.953055E+03, 6.974323E+03, 6.995627E+03, 7.016966E+03, 7.038340E+03, 7.059749E+03, 7.081193E+03, 7.102672E+03, ]) # ============================ M = 15, I = 2 ============================ M = 15 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 8.000000E+00, 9.200550E+00, 1.380884E+01, 1.896745E+01, 2.422364E+01, 2.951479E+01, 3.482280E+01, 4.014042E+01, 4.546420E+01, 5.079225E+01, 5.612347E+01, 6.145719E+01, 6.679294E+01, 7.213042E+01, 7.746940E+01, 8.280973E+01, 8.815129E+01, 9.349398E+01, 9.883774E+01, 1.041825E+02, 1.095283E+02, 1.148749E+02, 1.202225E+02, 1.255710E+02, 1.309203E+02, 1.362705E+02, 1.416215E+02, 1.469734E+02, 1.523260E+02, 1.576795E+02, 1.630338E+02, 1.683889E+02, 1.737449E+02, 1.791017E+02, 1.844594E+02, 1.898179E+02, 1.951774E+02, 2.005379E+02, 2.058993E+02, 2.112619E+02, 2.166256E+02, 2.219905E+02, 2.273568E+02, 2.327244E+02, 2.380936E+02, 2.434645E+02, 2.488371E+02, 2.542117E+02, 2.595884E+02, 2.649673E+02, 2.703487E+02, 2.757328E+02, 2.811197E+02, 2.865097E+02, 2.919031E+02, 2.973000E+02, 3.027006E+02, 3.081053E+02, 3.135144E+02, 3.189280E+02, 3.243465E+02, 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7.464847E+02, 7.530169E+02, 7.595720E+02, 7.661502E+02, 7.727515E+02, 7.793760E+02, 7.860240E+02, 7.926954E+02, 7.993905E+02, 8.061093E+02, 8.128519E+02, 8.196185E+02, 8.264092E+02, 8.332240E+02, 8.400631E+02, 8.469265E+02, 8.538144E+02, 8.607269E+02, 8.676641E+02, 8.746260E+02, 8.816127E+02, 8.886244E+02, 8.956611E+02, 9.027229E+02, 9.098099E+02, 9.169223E+02, 9.240599E+02, 9.312231E+02, 9.384118E+02, 9.456261E+02, 9.528660E+02, 9.601318E+02, 9.674234E+02, 9.747409E+02, 9.820845E+02, 9.894541E+02, 9.968498E+02, 1.004272E+03, 1.011720E+03, 1.019195E+03, 1.026696E+03, 1.034223E+03, 1.041777E+03, 1.049358E+03, 1.056965E+03, 1.064599E+03, 1.072260E+03, 1.079948E+03, 1.087662E+03, 1.095404E+03, 1.103173E+03, 1.110968E+03, 1.118791E+03, 1.126642E+03, 1.134519E+03, 1.142424E+03, 1.150356E+03, 1.158316E+03, 1.166303E+03, 1.174317E+03, 1.182360E+03, 1.190429E+03, 1.198527E+03, 1.206652E+03, 1.214806E+03, 1.222986E+03, 1.231195E+03, 1.239432E+03, 1.247697E+03, 1.255990E+03, 1.264311E+03, 1.272660E+03, 1.281037E+03, 1.289443E+03, 1.297877E+03, 1.306339E+03, 1.314829E+03, 1.323348E+03, 1.331896E+03, 1.340471E+03, 1.349076E+03, 1.357709E+03, 1.366370E+03, 1.375061E+03, 1.383780E+03, 1.392527E+03, 1.401304E+03, 1.410109E+03, 1.418943E+03, 1.427806E+03, 1.436699E+03, 1.445620E+03, 1.454570E+03, 1.463549E+03, 1.472557E+03, 1.481595E+03, 1.490661E+03, 1.499757E+03, 1.508882E+03, 1.518037E+03, 1.527220E+03, 1.536434E+03, 1.545676E+03, 1.554948E+03, 1.564249E+03, 1.573580E+03, 1.582941E+03, 1.592331E+03, 1.601751E+03, 1.611200E+03, 1.620679E+03, 1.630188E+03, 1.639727E+03, 1.649295E+03, 1.658894E+03, 1.668522E+03, 1.678180E+03, 1.687868E+03, 1.697586E+03, 1.707334E+03, 1.717112E+03, 1.726920E+03, 1.736758E+03, 1.746626E+03, 1.756525E+03, 1.766453E+03, 1.776412E+03, 1.786402E+03, 1.796421E+03, 1.806471E+03, 1.816551E+03, 1.826662E+03, 1.836803E+03, 1.846974E+03, 1.857176E+03, 1.867409E+03, 1.877672E+03, 1.887966E+03, 1.898290E+03, 1.908645E+03, 1.919031E+03, 1.929447E+03, 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2.762031E+03, 2.774766E+03, 2.787534E+03, 2.800335E+03, 2.813169E+03, 2.826036E+03, 2.838936E+03, 2.851868E+03, 2.864833E+03, 2.877831E+03, 2.890862E+03, 2.903926E+03, 2.917024E+03, 2.930154E+03, 2.943317E+03, 2.956513E+03, 2.969742E+03, 2.983004E+03, 2.996300E+03, 3.009628E+03, 3.022990E+03, 3.036385E+03, 3.049813E+03, 3.063274E+03, 3.076768E+03, 3.090296E+03, 3.103857E+03, 3.117452E+03, 3.131080E+03, 3.144741E+03, 3.158435E+03, 3.172163E+03, 3.185924E+03, 3.199719E+03, 3.213547E+03, 3.227409E+03, 3.241304E+03, 3.255233E+03, 3.269195E+03, 3.283191E+03, 3.297220E+03, 3.311284E+03, 3.325380E+03, 3.339510E+03, 3.353674E+03, 3.367872E+03, 3.382104E+03, 3.396369E+03, 3.410667E+03, 3.425000E+03, 3.439366E+03, 3.453767E+03, 3.468201E+03, 3.482669E+03, 3.497170E+03, 3.511706E+03, 3.526275E+03, 3.540879E+03, 3.555516E+03, 3.570188E+03, 3.584893E+03, 3.599632E+03, 3.614405E+03, 3.629213E+03, 3.644054E+03, 3.658929E+03, 3.673839E+03, 3.688783E+03, 3.703760E+03, 3.718772E+03, 3.733818E+03, 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4.907832E+03, 4.925409E+03, 4.943020E+03, 4.960667E+03, 4.978349E+03, 4.996067E+03, 5.013819E+03, 5.031606E+03, 5.049429E+03, 5.067286E+03, 5.085179E+03, 5.103107E+03, 5.121070E+03, 5.139068E+03, 5.157101E+03, 5.175170E+03, 5.193273E+03, 5.211412E+03, 5.229586E+03, 5.247795E+03, 5.266040E+03, 5.284319E+03, 5.302634E+03, 5.320984E+03, 5.339369E+03, 5.357790E+03, 5.376245E+03, 5.394736E+03, 5.413262E+03, 5.431824E+03, 5.450420E+03, 5.469052E+03, 5.487719E+03, 5.506421E+03, 5.525159E+03, 5.543932E+03, 5.562740E+03, 5.581583E+03, 5.600462E+03, 5.619376E+03, 5.638325E+03, 5.657310E+03, 5.676330E+03, 5.695385E+03, 5.714475E+03, 5.733601E+03, 5.752762E+03, 5.771958E+03, 5.791189E+03, 5.810456E+03, 5.829758E+03, 5.849096E+03, 5.868468E+03, 5.887876E+03, 5.907320E+03, 5.926798E+03, 5.946312E+03, 5.965862E+03, 5.985446E+03, 6.005066E+03, 6.024721E+03, 6.044412E+03, 6.064137E+03, 6.083898E+03, 6.103695E+03, 6.123527E+03, 6.143394E+03, 6.163296E+03, 6.183234E+03, 6.203206E+03, 6.223215E+03, 6.243258E+03, 6.263337E+03, 6.283451E+03, 6.303601E+03, 6.323785E+03, 6.344005E+03, 6.364261E+03, 6.384551E+03, 6.404877E+03, 6.425238E+03, 6.445635E+03, 6.466067E+03, 6.486534E+03, 6.507036E+03, 6.527574E+03, 6.548146E+03, 6.568755E+03, 6.589398E+03, 6.610077E+03, 6.630791E+03, 6.651540E+03, 6.672324E+03, 6.693144E+03, 6.713999E+03, 6.734889E+03, 6.755814E+03, 6.776775E+03, 6.797771E+03, 6.818802E+03, 6.839868E+03, 6.860969E+03, 6.882106E+03, 6.903278E+03, 6.924485E+03, 6.945727E+03, 6.967005E+03, 6.988317E+03, 7.009665E+03, 7.031048E+03, 7.052466E+03, 7.073919E+03, 7.095408E+03, 7.116931E+03, ]) # ============================ M = 15, I = 3 ============================ M = 15 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.200001E+01, 2.020781E+01, 3.527472E+01, 5.062917E+01, 6.604716E+01, 8.149058E+01, 9.694745E+01, 1.124128E+02, 1.278841E+02, 1.433602E+02, 1.588401E+02, 1.743234E+02, 1.898098E+02, 2.052990E+02, 2.207909E+02, 2.362853E+02, 2.517823E+02, 2.672815E+02, 2.827832E+02, 2.982872E+02, 3.137934E+02, 3.293020E+02, 3.448129E+02, 3.603261E+02, 3.758418E+02, 3.913601E+02, 4.068811E+02, 4.224050E+02, 4.379322E+02, 4.534629E+02, 4.689977E+02, 4.845369E+02, 5.000812E+02, 5.156314E+02, 5.311880E+02, 5.467521E+02, 5.623246E+02, 5.779064E+02, 5.934988E+02, 6.091029E+02, 6.247200E+02, 6.403514E+02, 6.559986E+02, 6.716631E+02, 6.873464E+02, 7.030500E+02, 7.187757E+02, 7.345250E+02, 7.502996E+02, 7.661013E+02, 7.819318E+02, 7.977929E+02, 8.136862E+02, 8.296136E+02, 8.455769E+02, 8.615777E+02, 8.776178E+02, 8.936991E+02, 9.098230E+02, 9.259915E+02, 9.422062E+02, 9.584688E+02, 9.747808E+02, 9.911439E+02, 1.007560E+03, 1.024030E+03, 1.040555E+03, 1.057138E+03, 1.073780E+03, 1.090482E+03, 1.107246E+03, 1.124072E+03, 1.140963E+03, 1.157919E+03, 1.174943E+03, 1.192034E+03, 1.209195E+03, 1.226426E+03, 1.243729E+03, 1.261105E+03, 1.278555E+03, 1.296079E+03, 1.313680E+03, 1.331358E+03, 1.349113E+03, 1.366948E+03, 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2.898202E+03, 2.923254E+03, 2.948417E+03, 2.973690E+03, 2.999074E+03, 3.024567E+03, 3.050172E+03, 3.075888E+03, 3.101714E+03, 3.127652E+03, 3.153702E+03, 3.179862E+03, 3.206135E+03, 3.232519E+03, 3.259016E+03, 3.285625E+03, 3.312346E+03, 3.339179E+03, 3.366125E+03, 3.393184E+03, 3.420356E+03, 3.447641E+03, 3.475039E+03, 3.502550E+03, 3.530175E+03, 3.557914E+03, 3.585766E+03, 3.613733E+03, 3.641813E+03, 3.670008E+03, 3.698316E+03, 3.726740E+03, 3.755277E+03, 3.783930E+03, 3.812697E+03, 3.841580E+03, 3.870577E+03, 3.899690E+03, 3.928918E+03, 3.958261E+03, 3.987720E+03, 4.017295E+03, 4.046985E+03, 4.076791E+03, 4.106714E+03, 4.136753E+03, 4.166908E+03, 4.197179E+03, 4.227567E+03, 4.258071E+03, 4.288693E+03, 4.319431E+03, 4.350286E+03, 4.381258E+03, 4.412348E+03, 4.443554E+03, 4.474878E+03, 4.506320E+03, 4.537880E+03, 4.569557E+03, 4.601352E+03, 4.633264E+03, 4.665295E+03, 4.697444E+03, 4.729712E+03, 4.762098E+03, 4.794602E+03, 4.827225E+03, 4.859966E+03, 4.892827E+03, 4.925806E+03, 4.958904E+03, 4.992121E+03, 5.025457E+03, 5.058913E+03, 5.092488E+03, 5.126183E+03, 5.159997E+03, 5.193930E+03, 5.227984E+03, 5.262157E+03, 5.296451E+03, 5.330864E+03, 5.365397E+03, 5.400051E+03, 5.434825E+03, 5.469719E+03, 5.504734E+03, 5.539869E+03, 5.575125E+03, 5.610502E+03, 5.646000E+03, 5.681618E+03, 5.717358E+03, 5.753218E+03, 5.789200E+03, 5.825303E+03, 5.861527E+03, 5.897873E+03, 5.934340E+03, 5.970929E+03, 6.007640E+03, 6.044472E+03, 6.081426E+03, 6.118502E+03, 6.155700E+03, 6.193020E+03, 6.230462E+03, 6.268026E+03, 6.305713E+03, 6.343522E+03, 6.381453E+03, 6.419507E+03, 6.457684E+03, 6.495983E+03, 6.534405E+03, 6.572949E+03, 6.611617E+03, 6.650407E+03, 6.689320E+03, 6.728357E+03, 6.767516E+03, 6.806799E+03, 6.846205E+03, 6.885734E+03, 6.925387E+03, 6.965163E+03, 7.005063E+03, 7.045086E+03, 7.085233E+03, 7.125503E+03, 7.165898E+03, 7.206416E+03, 7.247058E+03, 7.287824E+03, 7.328713E+03, 7.369727E+03, 7.410865E+03, 7.452128E+03, 7.493514E+03, 7.535025E+03, 7.576660E+03, 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1.090358E+04, 1.095438E+04, 1.100530E+04, 1.105636E+04, 1.110754E+04, 1.115884E+04, 1.121027E+04, 1.126183E+04, 1.131352E+04, 1.136533E+04, 1.141726E+04, 1.146932E+04, 1.152151E+04, 1.157383E+04, 1.162627E+04, 1.167883E+04, 1.173152E+04, 1.178434E+04, 1.183728E+04, 1.189035E+04, 1.194355E+04, 1.199687E+04, 1.205032E+04, 1.210389E+04, 1.215759E+04, 1.221142E+04, 1.226537E+04, 1.231944E+04, 1.237364E+04, 1.242797E+04, 1.248242E+04, 1.253700E+04, 1.259171E+04, 1.264654E+04, 1.270149E+04, 1.275658E+04, 1.281178E+04, 1.286711E+04, 1.292257E+04, 1.297816E+04, 1.303386E+04, 1.308970E+04, 1.314566E+04, 1.320174E+04, 1.325795E+04, 1.331429E+04, 1.337075E+04, 1.342733E+04, 1.348404E+04, 1.354088E+04, 1.359784E+04, 1.365492E+04, 1.371213E+04, 1.376947E+04, 1.382693E+04, 1.388451E+04, 1.394222E+04, 1.400006E+04, 1.405802E+04, 1.411610E+04, 1.417431E+04, 1.423264E+04, 1.429110E+04, 1.434968E+04, 1.440838E+04, 1.446721E+04, 1.452617E+04, 1.458525E+04, 1.464445E+04, 1.470378E+04, 1.476323E+04, 1.482280E+04, 1.488250E+04, 1.494232E+04, 1.500227E+04, 1.506234E+04, 1.512254E+04, 1.518285E+04, 1.524329E+04, 1.530386E+04, 1.536455E+04, 1.542536E+04, 1.548629E+04, 1.554735E+04, 1.560853E+04, 1.566984E+04, 1.573127E+04, 1.579282E+04, 1.585449E+04, 1.591629E+04, 1.597821E+04, 1.604025E+04, 1.610241E+04, 1.616470E+04, 1.622711E+04, 1.628964E+04, 1.635230E+04, 1.641508E+04, 1.647798E+04, 1.654100E+04, 1.660414E+04, 1.666741E+04, 1.673080E+04, 1.679430E+04, 1.685794E+04, 1.692169E+04, 1.698556E+04, 1.704956E+04, 1.711368E+04, 1.717792E+04, 1.724228E+04, 1.730676E+04, 1.737136E+04, 1.743609E+04, 1.750093E+04, 1.756590E+04, 1.763099E+04, 1.769619E+04, 1.776152E+04, 1.782697E+04, 1.789254E+04, 1.795823E+04, 1.802404E+04, 1.808997E+04, 1.815602E+04, 1.822219E+04, 1.828848E+04, 1.835489E+04, 1.842142E+04, 1.848807E+04, 1.855484E+04, 1.862173E+04, 1.868874E+04, 1.875586E+04, 1.882311E+04, 1.889048E+04, 1.895796E+04, 1.902556E+04, 1.909329E+04, 1.916113E+04, 1.922909E+04, 1.929717E+04, 1.936536E+04, 1.943368E+04, 1.950211E+04, 1.957066E+04, 1.963933E+04, 1.970812E+04, 1.977703E+04, 1.984605E+04, 1.991519E+04, 1.998445E+04, 2.005382E+04, 2.012332E+04, 2.019293E+04, 2.026265E+04, 2.033250E+04, 2.040246E+04, 2.047254E+04, 2.054273E+04, 2.061304E+04, 2.068347E+04, 2.075401E+04, 2.082467E+04, 2.089545E+04, 2.096634E+04, 2.103735E+04, 2.110847E+04, 2.117971E+04, 2.125107E+04, 2.132254E+04, 2.139412E+04, 2.146582E+04, 2.153764E+04, 2.160957E+04, 2.168161E+04, 2.175378E+04, 2.182605E+04, 2.189844E+04, 2.197094E+04, 2.204356E+04, 2.211629E+04, 2.218914E+04, 2.226210E+04, 2.233518E+04, 2.240836E+04, 2.248166E+04, 2.255508E+04, 2.262861E+04, 2.270225E+04, 2.277600E+04, 2.284987E+04, 2.292385E+04, 2.299794E+04, 2.307215E+04, 2.314647E+04, 2.322090E+04, 2.329544E+04, 2.337009E+04, 2.344486E+04, 2.351974E+04, 2.359473E+04, 2.366983E+04, 2.374504E+04, 2.382036E+04, 2.389580E+04, 2.397134E+04, 2.404700E+04, 2.412277E+04, 2.419865E+04, 2.427464E+04, 2.435074E+04, 2.442694E+04, 2.450326E+04, 2.457969E+04, 2.465623E+04, 2.473288E+04, 2.480964E+04, 2.488651E+04, 2.496349E+04, 2.504057E+04, 2.511777E+04, 2.519507E+04, 2.527248E+04, 2.535001E+04, 2.542764E+04, 2.550537E+04, 2.558322E+04, 2.566118E+04, 2.573924E+04, 2.581741E+04, ]) # ============================ M = 15, I = 4 ============================ M = 15 I = 4 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.200001E+01, 2.025058E+01, 3.536447E+01, 5.076473E+01, 6.622832E+01, 8.171728E+01, 9.721965E+01, 1.127305E+02, 1.282473E+02, 1.437688E+02, 1.592942E+02, 1.748230E+02, 1.903549E+02, 2.058896E+02, 2.214270E+02, 2.369669E+02, 2.525093E+02, 2.680541E+02, 2.836013E+02, 2.991508E+02, 3.147026E+02, 3.302567E+02, 3.458131E+02, 3.613719E+02, 3.769332E+02, 3.924970E+02, 4.080636E+02, 4.236331E+02, 4.392059E+02, 4.547823E+02, 4.703627E+02, 4.859477E+02, 5.015378E+02, 5.171338E+02, 5.327363E+02, 5.483464E+02, 5.639649E+02, 5.795929E+02, 5.952315E+02, 6.108820E+02, 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1.522751E+04, 1.527875E+04, 1.533005E+04, 1.538139E+04, 1.543277E+04, 1.548420E+04, 1.553568E+04, 1.558720E+04, 1.563877E+04, 1.569038E+04, 1.574203E+04, 1.579373E+04, 1.584548E+04, 1.589727E+04, 1.594910E+04, 1.600097E+04, 1.605289E+04, 1.610485E+04, 1.615685E+04, 1.620890E+04, 1.626099E+04, 1.631311E+04, 1.636528E+04, 1.641750E+04, 1.646975E+04, 1.652204E+04, 1.657438E+04, 1.662675E+04, 1.667916E+04, 1.673162E+04, 1.678411E+04, 1.683665E+04, 1.688922E+04, 1.694183E+04, 1.699448E+04, 1.704716E+04, 1.709989E+04, 1.715265E+04, 1.720545E+04, 1.725829E+04, 1.731117E+04, 1.736408E+04, 1.741703E+04, 1.747002E+04, 1.752304E+04, 1.757609E+04, 1.762919E+04, 1.768232E+04, 1.773548E+04, 1.778868E+04, 1.784191E+04, 1.789518E+04, 1.794848E+04, 1.800182E+04, 1.805519E+04, 1.810859E+04, 1.816203E+04, 1.821550E+04, 1.826900E+04, 1.832254E+04, 1.837611E+04, 1.842971E+04, 1.848334E+04, 1.853700E+04, 1.859070E+04, 1.864443E+04, 1.869818E+04, 1.875197E+04, 1.880579E+04, 1.885964E+04, 1.891352E+04, 1.896743E+04, 1.902137E+04, 1.907534E+04, 1.912934E+04, 1.918336E+04, 1.923742E+04, 1.929150E+04, 1.934562E+04, 1.939976E+04, 1.945393E+04, 1.950812E+04, 1.956235E+04, 1.961660E+04, 1.967088E+04, 1.972518E+04, 1.977952E+04, 1.983387E+04, 1.988826E+04, 1.994267E+04, 1.999711E+04, 2.005157E+04, 2.010606E+04, 2.016057E+04, 2.021511E+04, 2.026967E+04, 2.032426E+04, 2.037887E+04, 2.043350E+04, 2.048816E+04, 2.054284E+04, 2.059755E+04, 2.065228E+04, 2.070703E+04, 2.076181E+04, 2.081661E+04, 2.087143E+04, 2.092627E+04, 2.098113E+04, 2.103602E+04, 2.109093E+04, 2.114586E+04, 2.120081E+04, 2.125578E+04, 2.131078E+04, 2.136579E+04, 2.142082E+04, 2.147588E+04, 2.153095E+04, 2.158605E+04, 2.164116E+04, 2.169629E+04, 2.175144E+04, 2.180662E+04, 2.186181E+04, 2.191702E+04, 2.197224E+04, 2.202749E+04, 2.208275E+04, 2.213804E+04, 2.219333E+04, 2.224865E+04, 2.230399E+04, 2.235934E+04, 2.241471E+04, ]) # ============================ M = 16, I = 1 ============================ M = 16 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 8.000000E+00, 1.020069E+01, 1.634928E+01, 2.287719E+01, 2.947690E+01, 3.610348E+01, 4.274338E+01, 4.939110E+01, 5.604397E+01, 6.270053E+01, 6.935994E+01, 7.602166E+01, 8.268533E+01, 8.935071E+01, 9.601763E+01, 1.026860E+02, 1.093556E+02, 1.160265E+02, 1.226986E+02, 1.293719E+02, 1.360462E+02, 1.427217E+02, 1.493982E+02, 1.560758E+02, 1.627544E+02, 1.694341E+02, 1.761147E+02, 1.827964E+02, 1.894792E+02, 1.961631E+02, 2.028480E+02, 2.095341E+02, 2.162214E+02, 2.229099E+02, 2.295997E+02, 2.362911E+02, 2.429839E+02, 2.496784E+02, 2.563748E+02, 2.630732E+02, 2.697738E+02, 2.764769E+02, 2.831826E+02, 2.898912E+02, 2.966031E+02, 3.033184E+02, 3.100376E+02, 3.167610E+02, 3.234889E+02, 3.302217E+02, 3.369598E+02, 3.437037E+02, 3.504537E+02, 3.572102E+02, 3.639739E+02, 3.707450E+02, 3.775240E+02, 3.843116E+02, 3.911080E+02, 3.979139E+02, 4.047298E+02, 4.115561E+02, 4.183933E+02, 4.252420E+02, 4.321026E+02, 4.389758E+02, 4.458619E+02, 4.527615E+02, 4.596752E+02, 4.666034E+02, 4.735466E+02, 4.805053E+02, 4.874801E+02, 4.944713E+02, 5.014796E+02, 5.085053E+02, 5.155490E+02, 5.226112E+02, 5.296922E+02, 5.367926E+02, 5.439127E+02, 5.510531E+02, 5.582142E+02, 5.653964E+02, 5.726001E+02, 5.798257E+02, 5.870738E+02, 5.943445E+02, 6.016384E+02, 6.089558E+02, 6.162971E+02, 6.236626E+02, 6.310528E+02, 6.384680E+02, 6.459085E+02, 6.533747E+02, 6.608669E+02, 6.683854E+02, 6.759306E+02, 6.835028E+02, 6.911022E+02, 6.987292E+02, 7.063841E+02, 7.140671E+02, 7.217786E+02, 7.295188E+02, 7.372879E+02, 7.450863E+02, 7.529142E+02, 7.607719E+02, 7.686595E+02, 7.765774E+02, 7.845258E+02, 7.925048E+02, 8.005148E+02, 8.085560E+02, 8.166285E+02, 8.247326E+02, 8.328685E+02, 8.410364E+02, 8.492364E+02, 8.574689E+02, 8.657339E+02, 8.740316E+02, 8.823623E+02, 8.907262E+02, 8.991233E+02, 9.075538E+02, 9.160180E+02, 9.245160E+02, 9.330480E+02, 9.416140E+02, 9.502144E+02, 9.588491E+02, 9.675184E+02, 9.762224E+02, 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6.797140E+03, 6.822102E+03, 6.847117E+03, 6.872184E+03, 6.897303E+03, 6.922475E+03, 6.947698E+03, 6.972974E+03, 6.998302E+03, 7.023682E+03, 7.049114E+03, 7.074599E+03, 7.100136E+03, 7.125725E+03, 7.151366E+03, 7.177060E+03, 7.202806E+03, 7.228605E+03, 7.254455E+03, 7.280359E+03, 7.306314E+03, 7.332322E+03, 7.358382E+03, 7.384495E+03, 7.410660E+03, 7.436877E+03, 7.463147E+03, 7.489470E+03, 7.515844E+03, 7.542272E+03, 7.568751E+03, 7.595283E+03, 7.621868E+03, 7.648505E+03, 7.675195E+03, 7.701937E+03, 7.728732E+03, 7.755579E+03, 7.782478E+03, 7.809431E+03, 7.836435E+03, 7.863493E+03, 7.890602E+03, 7.917765E+03, 7.944980E+03, 7.972247E+03, 7.999567E+03, 8.026940E+03, 8.054365E+03, 8.081842E+03, 8.109373E+03, 8.136956E+03, 8.164591E+03, 8.192279E+03, 8.220020E+03, 8.247813E+03, 8.275659E+03, 8.303557E+03, 8.331508E+03, 8.359511E+03, 8.387568E+03, 8.415676E+03, 8.443838E+03, 8.472051E+03, 8.500318E+03, 8.528637E+03, 8.557009E+03, 8.585433E+03, 8.613910E+03, 8.642439E+03, 8.671021E+03, 8.699655E+03, 8.728342E+03, 8.757082E+03, 8.785874E+03, 8.814719E+03, 8.843616E+03, 8.872566E+03, 8.901569E+03, 8.930624E+03, 8.959731E+03, 8.988891E+03, 9.018103E+03, 9.047369E+03, 9.076686E+03, 9.106056E+03, 9.135479E+03, 9.164954E+03, 9.194481E+03, 9.224061E+03, 9.253693E+03, 9.283378E+03, 9.313116E+03, 9.342905E+03, 9.372747E+03, 9.402642E+03, 9.432589E+03, 9.462588E+03, 9.492640E+03, 9.522744E+03, 9.552901E+03, 9.583109E+03, 9.613371E+03, 9.643684E+03, 9.674050E+03, 9.704468E+03, 9.734938E+03, 9.765461E+03, 9.796036E+03, 9.826663E+03, ]) # ============================ M = 16, I = 2 ============================ M = 16 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 8.000000E+00, 1.020237E+01, 1.635327E+01, 2.288329E+01, 2.948508E+01, 3.611373E+01, 4.275570E+01, 4.940549E+01, 5.606042E+01, 6.271905E+01, 6.938053E+01, 7.604431E+01, 8.271004E+01, 8.937749E+01, 9.604648E+01, 1.027169E+02, 1.093886E+02, 1.160616E+02, 1.227357E+02, 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7.407083E+03, 7.432938E+03, 7.458842E+03, 7.484794E+03, 7.510794E+03, 7.536844E+03, 7.562941E+03, 7.589087E+03, 7.615282E+03, 7.641525E+03, 7.667816E+03, 7.694156E+03, 7.720544E+03, 7.746981E+03, 7.773466E+03, 7.799999E+03, 7.826581E+03, 7.853211E+03, 7.879889E+03, 7.906616E+03, 7.933391E+03, 7.960214E+03, 7.987085E+03, 8.014005E+03, 8.040973E+03, 8.067989E+03, 8.095054E+03, 8.122166E+03, 8.149327E+03, 8.176536E+03, 8.203793E+03, 8.231098E+03, 8.258452E+03, 8.285853E+03, 8.313303E+03, 8.340800E+03, 8.368346E+03, 8.395940E+03, 8.423581E+03, 8.451271E+03, 8.479008E+03, 8.506794E+03, 8.534627E+03, 8.562509E+03, 8.590438E+03, 8.618415E+03, 8.646440E+03, 8.674513E+03, 8.702634E+03, 8.730802E+03, 8.759019E+03, 8.787283E+03, 8.815594E+03, 8.843954E+03, 8.872361E+03, 8.900815E+03, 8.929318E+03, 8.957868E+03, 8.986466E+03, 9.015111E+03, 9.043803E+03, 9.072544E+03, 9.101331E+03, 9.130167E+03, 9.159049E+03, 9.187980E+03, 9.216957E+03, 9.245982E+03, 9.275054E+03, 9.304174E+03, 9.333341E+03, 9.362555E+03, 9.391817E+03, 9.421125E+03, 9.450481E+03, 9.479884E+03, 9.509335E+03, 9.538832E+03, 9.568377E+03, 9.597968E+03, 9.627607E+03, 9.657292E+03, 9.687025E+03, 9.716805E+03, 9.746631E+03, ]) # ============================ M = 16, I = 3 ============================ M = 16 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.200018E+01, 2.419175E+01, 4.353101E+01, 6.308027E+01, 8.267877E+01, 1.022979E+02, 1.219284E+02, 1.415666E+02, 1.612106E+02, 1.808592E+02, 2.005120E+02, 2.201685E+02, 2.398284E+02, 2.594916E+02, 2.791580E+02, 2.988274E+02, 3.184998E+02, 3.381752E+02, 3.578535E+02, 3.775348E+02, 3.972192E+02, 4.169067E+02, 4.365975E+02, 4.562919E+02, 4.759903E+02, 4.956931E+02, 5.154010E+02, 5.351147E+02, 5.548351E+02, 5.745634E+02, 5.943007E+02, 6.140485E+02, 6.338083E+02, 6.535820E+02, 6.733713E+02, 6.931783E+02, 7.130053E+02, 7.328544E+02, 7.527282E+02, 7.726291E+02, 7.925598E+02, 8.125229E+02, 8.325212E+02, 8.525574E+02, 8.726345E+02, 8.927551E+02, 9.129224E+02, 9.331390E+02, 9.534080E+02, 9.737320E+02, 9.941141E+02, 1.014557E+03, 1.035064E+03, 1.055637E+03, 1.076278E+03, 1.096992E+03, 1.117780E+03, 1.138645E+03, 1.159590E+03, 1.180616E+03, 1.201727E+03, 1.222924E+03, 1.244211E+03, 1.265588E+03, 1.287059E+03, 1.308625E+03, 1.330289E+03, 1.352052E+03, 1.373916E+03, 1.395884E+03, 1.417957E+03, 1.440137E+03, 1.462425E+03, 1.484823E+03, 1.507334E+03, 1.529958E+03, 1.552696E+03, 1.575551E+03, 1.598524E+03, 1.621616E+03, 1.644828E+03, 1.668162E+03, 1.691619E+03, 1.715200E+03, 1.738907E+03, 1.762740E+03, 1.786701E+03, 1.810790E+03, 1.835009E+03, 1.859359E+03, 1.883840E+03, 1.908454E+03, 1.933201E+03, 1.958083E+03, 1.983100E+03, 2.008253E+03, 2.033542E+03, 2.058970E+03, 2.084536E+03, 2.110241E+03, 2.136085E+03, 2.162070E+03, 2.188197E+03, 2.214465E+03, 2.240876E+03, 2.267430E+03, 2.294127E+03, 2.320969E+03, 2.347956E+03, 2.375088E+03, 2.402366E+03, 2.429790E+03, 2.457362E+03, 2.485081E+03, 2.512948E+03, 2.540963E+03, 2.569127E+03, 2.597441E+03, 2.625905E+03, 2.654518E+03, 2.683283E+03, 2.712198E+03, 2.741265E+03, 2.770484E+03, 2.799856E+03, 2.829379E+03, 2.859056E+03, 2.888887E+03, 2.918871E+03, 2.949009E+03, 2.979301E+03, 3.009749E+03, 3.040351E+03, 3.071109E+03, 3.102023E+03, 3.133092E+03, 3.164318E+03, 3.195701E+03, 3.227241E+03, 3.258938E+03, 3.290792E+03, 3.322805E+03, 3.354975E+03, 3.387304E+03, 3.419791E+03, 3.452438E+03, 3.485243E+03, 3.518208E+03, 3.551333E+03, 3.584618E+03, 3.618062E+03, 3.651668E+03, 3.685434E+03, 3.719360E+03, 3.753448E+03, 3.787698E+03, 3.822109E+03, 3.856682E+03, 3.891417E+03, 3.926314E+03, 3.961373E+03, 3.996596E+03, 4.031981E+03, 4.067530E+03, 4.103242E+03, 4.139117E+03, 4.175156E+03, 4.211359E+03, 4.247727E+03, 4.284258E+03, 4.320955E+03, 4.357816E+03, 4.394842E+03, 4.432033E+03, 4.469390E+03, 4.506912E+03, 4.544599E+03, 4.582453E+03, 4.620473E+03, 4.658659E+03, 4.697012E+03, 4.735531E+03, 4.774217E+03, 4.813070E+03, 4.852090E+03, 4.891278E+03, 4.930633E+03, 4.970156E+03, 5.009846E+03, 5.049705E+03, 5.089732E+03, 5.129927E+03, 5.170291E+03, 5.210823E+03, 5.251524E+03, 5.292395E+03, 5.333434E+03, 5.374643E+03, 5.416021E+03, 5.457569E+03, 5.499287E+03, 5.541174E+03, 5.583232E+03, 5.625460E+03, 5.667858E+03, 5.710427E+03, 5.753167E+03, 5.796077E+03, 5.839159E+03, 5.882412E+03, 5.925836E+03, 5.969431E+03, 6.013198E+03, 6.057136E+03, 6.101247E+03, 6.145529E+03, 6.189984E+03, 6.234610E+03, 6.279409E+03, 6.324381E+03, 6.369525E+03, 6.414842E+03, 6.460332E+03, 6.505995E+03, 6.551831E+03, 6.597841E+03, 6.644024E+03, 6.690380E+03, 6.736910E+03, 6.783614E+03, 6.830491E+03, 6.877543E+03, 6.924769E+03, 6.972169E+03, 7.019743E+03, 7.067492E+03, 7.115415E+03, 7.163514E+03, 7.211786E+03, 7.260234E+03, 7.308857E+03, 7.357655E+03, 7.406628E+03, 7.455777E+03, 7.505101E+03, 7.554600E+03, 7.604275E+03, 7.654126E+03, 7.704153E+03, 7.754355E+03, 7.804734E+03, 7.855289E+03, 7.906020E+03, 7.956927E+03, 8.008011E+03, 8.059271E+03, 8.110707E+03, 8.162321E+03, 8.214111E+03, 8.266078E+03, 8.318221E+03, 8.370542E+03, 8.423040E+03, 8.475715E+03, 8.528567E+03, 8.581597E+03, 8.634803E+03, 8.688188E+03, 8.741749E+03, 8.795489E+03, 8.849406E+03, 8.903501E+03, 8.957773E+03, 9.012224E+03, 9.066852E+03, 9.121658E+03, 9.176642E+03, 9.231805E+03, 9.287145E+03, 9.342664E+03, 9.398361E+03, 9.454236E+03, 9.510290E+03, 9.566522E+03, 9.622933E+03, 9.679522E+03, 9.736290E+03, 9.793236E+03, 9.850361E+03, 9.907665E+03, 9.965148E+03, 1.002281E+04, 1.008065E+04, 1.013867E+04, 1.019687E+04, 1.025524E+04, 1.031380E+04, 1.037253E+04, 1.043145E+04, 1.049054E+04, 1.054981E+04, 1.060926E+04, 1.066889E+04, 1.072870E+04, 1.078869E+04, 1.084886E+04, 1.090921E+04, 1.096973E+04, 1.103044E+04, 1.109133E+04, 1.115239E+04, 1.121363E+04, 1.127506E+04, 1.133666E+04, 1.139844E+04, 1.146040E+04, 1.152254E+04, 1.158486E+04, 1.164736E+04, 1.171004E+04, 1.177290E+04, 1.183594E+04, 1.189916E+04, 1.196255E+04, 1.202613E+04, 1.208988E+04, 1.215382E+04, 1.221793E+04, 1.228223E+04, 1.234670E+04, 1.241135E+04, 1.247619E+04, 1.254120E+04, 1.260639E+04, 1.267176E+04, 1.273731E+04, 1.280303E+04, 1.286894E+04, 1.293503E+04, 1.300130E+04, 1.306774E+04, 1.313437E+04, 1.320117E+04, 1.326815E+04, 1.333531E+04, 1.340266E+04, 1.347018E+04, 1.353788E+04, 1.360575E+04, 1.367381E+04, 1.374205E+04, 1.381046E+04, 1.387906E+04, 1.394783E+04, 1.401678E+04, 1.408591E+04, 1.415522E+04, 1.422471E+04, 1.429438E+04, 1.436422E+04, 1.443424E+04, 1.450445E+04, 1.457483E+04, 1.464539E+04, 1.471612E+04, 1.478704E+04, 1.485813E+04, 1.492940E+04, 1.500085E+04, 1.507248E+04, 1.514429E+04, 1.521627E+04, 1.528843E+04, 1.536077E+04, 1.543329E+04, 1.550599E+04, 1.557886E+04, 1.565191E+04, 1.572514E+04, 1.579855E+04, 1.587213E+04, 1.594589E+04, 1.601983E+04, 1.609394E+04, 1.616823E+04, 1.624270E+04, 1.631735E+04, 1.639217E+04, 1.646717E+04, 1.654235E+04, 1.661770E+04, 1.669323E+04, 1.676894E+04, 1.684482E+04, 1.692088E+04, 1.699712E+04, 1.707353E+04, 1.715012E+04, 1.722688E+04, 1.730382E+04, 1.738094E+04, 1.745823E+04, 1.753570E+04, 1.761334E+04, 1.769116E+04, 1.776916E+04, 1.784733E+04, 1.792567E+04, 1.800419E+04, 1.808289E+04, 1.816176E+04, 1.824080E+04, 1.832002E+04, 1.839942E+04, 1.847899E+04, 1.855873E+04, 1.863865E+04, 1.871874E+04, 1.879901E+04, 1.887945E+04, 1.896006E+04, 1.904085E+04, 1.912181E+04, 1.920295E+04, 1.928426E+04, 1.936574E+04, 1.944740E+04, 1.952923E+04, 1.961123E+04, 1.969341E+04, 1.977575E+04, 1.985828E+04, 1.994097E+04, 2.002384E+04, 2.010688E+04, 2.019009E+04, 2.027347E+04, 2.035703E+04, 2.044076E+04, 2.052466E+04, 2.060873E+04, 2.069297E+04, 2.077739E+04, 2.086197E+04, 2.094673E+04, 2.103166E+04, 2.111676E+04, 2.120203E+04, 2.128747E+04, 2.137309E+04, 2.145887E+04, 2.154482E+04, 2.163095E+04, 2.171724E+04, 2.180371E+04, 2.189034E+04, 2.197714E+04, 2.206412E+04, 2.215126E+04, 2.223857E+04, 2.232606E+04, 2.241371E+04, 2.250153E+04, 2.258952E+04, 2.267767E+04, 2.276600E+04, 2.285449E+04, 2.294316E+04, 2.303199E+04, 2.312099E+04, 2.321016E+04, 2.329949E+04, 2.338899E+04, 2.347866E+04, 2.356850E+04, 2.365851E+04, 2.374868E+04, 2.383902E+04, 2.392952E+04, 2.402020E+04, 2.411104E+04, 2.420204E+04, 2.429321E+04, 2.438455E+04, 2.447606E+04, 2.456773E+04, 2.465956E+04, 2.475156E+04, 2.484373E+04, 2.493606E+04, 2.502856E+04, 2.512122E+04, 2.521404E+04, 2.530703E+04, 2.540019E+04, 2.549351E+04, 2.558699E+04, 2.568064E+04, 2.577445E+04, 2.586843E+04, 2.596257E+04, 2.605687E+04, 2.615133E+04, 2.624596E+04, 2.634075E+04, 2.643571E+04, 2.653083E+04, 2.662611E+04, 2.672155E+04, 2.681715E+04, 2.691292E+04, 2.700884E+04, 2.710493E+04, 2.720119E+04, 2.729760E+04, 2.739417E+04, 2.749091E+04, 2.758780E+04, 2.768486E+04, 2.778207E+04, 2.787945E+04, 2.797699E+04, 2.807469E+04, 2.817254E+04, 2.827056E+04, 2.836874E+04, 2.846707E+04, 2.856557E+04, 2.866422E+04, 2.876303E+04, 2.886201E+04, 2.896114E+04, 2.906042E+04, 2.915987E+04, 2.925948E+04, 2.935924E+04, 2.945916E+04, 2.955924E+04, 2.965947E+04, 2.975987E+04, 2.986042E+04, 2.996112E+04, 3.006199E+04, 3.016301E+04, 3.026418E+04, 3.036551E+04, 3.046700E+04, 3.056865E+04, 3.067045E+04, 3.077240E+04, 3.087451E+04, 3.097678E+04, 3.107920E+04, 3.118177E+04, 3.128450E+04, 3.138739E+04, 3.149043E+04, 3.159362E+04, 3.169697E+04, 3.180047E+04, 3.190412E+04, 3.200793E+04, 3.211189E+04, 3.221600E+04, 3.232027E+04, 3.242468E+04, 3.252925E+04, 3.263398E+04, 3.273885E+04, 3.284388E+04, 3.294906E+04, 3.305439E+04, 3.315987E+04, 3.326550E+04, 3.337129E+04, 3.347722E+04, 3.358331E+04, 3.368954E+04, 3.379593E+04, 3.390247E+04, 3.400915E+04, 3.411599E+04, 3.422297E+04, 3.433011E+04, 3.443739E+04, 3.454482E+04, 3.465240E+04, 3.476013E+04, 3.486801E+04, 3.497604E+04, 3.508421E+04, 3.519253E+04, 3.530100E+04, 3.540962E+04, 3.551839E+04, 3.562730E+04, 3.573636E+04, 3.584556E+04, 3.595491E+04, 3.606441E+04, 3.617405E+04, ]) # ============================ M = 16, I = 4 ============================ M = 16 I = 4 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.200018E+01, 2.420337E+01, 4.355487E+01, 6.311620E+01, 8.272675E+01, 1.023579E+02, 1.220005E+02, 1.416507E+02, 1.613067E+02, 1.809674E+02, 2.006322E+02, 2.203007E+02, 2.399726E+02, 2.596479E+02, 2.793263E+02, 2.990077E+02, 3.186922E+02, 3.383796E+02, 3.580700E+02, 3.777633E+02, 3.974597E+02, 4.171592E+02, 4.368621E+02, 4.565686E+02, 4.762790E+02, 4.959939E+02, 5.157139E+02, 5.354397E+02, 5.551722E+02, 5.749126E+02, 5.946621E+02, 6.144220E+02, 6.341940E+02, 6.539799E+02, 6.737815E+02, 6.936008E+02, 7.134401E+02, 7.333016E+02, 7.531878E+02, 7.731012E+02, 7.930444E+02, 8.130200E+02, 8.330310E+02, 8.530799E+02, 8.731698E+02, 8.933034E+02, 9.134835E+02, 9.337132E+02, 9.539953E+02, 9.743326E+02, 9.947280E+02, 1.015184E+03, 1.035704E+03, 1.056291E+03, 1.076947E+03, 1.097674E+03, 1.118476E+03, 1.139355E+03, 1.160314E+03, 1.181354E+03, 1.202480E+03, 1.223691E+03, 1.244992E+03, 1.266384E+03, 1.287870E+03, 1.309451E+03, 1.331130E+03, 1.352908E+03, 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2.542255E+04, 2.551598E+04, 2.560958E+04, 2.570333E+04, 2.579726E+04, 2.589135E+04, 2.598560E+04, 2.608002E+04, 2.617460E+04, 2.626934E+04, 2.636425E+04, 2.645932E+04, 2.655456E+04, 2.664996E+04, 2.674552E+04, 2.684124E+04, 2.693713E+04, 2.703318E+04, 2.712940E+04, 2.722577E+04, 2.732231E+04, 2.741901E+04, 2.751587E+04, 2.761290E+04, 2.771008E+04, 2.780743E+04, 2.790494E+04, 2.800261E+04, 2.810044E+04, 2.819843E+04, 2.829658E+04, 2.839490E+04, 2.849337E+04, 2.859200E+04, 2.869080E+04, 2.878975E+04, 2.888886E+04, 2.898814E+04, 2.908757E+04, 2.918716E+04, 2.928691E+04, 2.938683E+04, 2.948689E+04, 2.958712E+04, 2.968751E+04, 2.978805E+04, 2.988876E+04, 2.998962E+04, 3.009064E+04, 3.019182E+04, 3.029315E+04, 3.039464E+04, 3.049629E+04, 3.059810E+04, 3.070006E+04, 3.080218E+04, 3.090446E+04, 3.100689E+04, 3.110948E+04, 3.121223E+04, 3.131513E+04, 3.141819E+04, 3.152140E+04, 3.162477E+04, 3.172830E+04, 3.183198E+04, 3.193581E+04, 3.203980E+04, 3.214394E+04, 3.224824E+04, 3.235270E+04, 3.245730E+04, 3.256206E+04, 3.266698E+04, 3.277205E+04, 3.287727E+04, 3.298265E+04, 3.308817E+04, 3.319386E+04, 3.329969E+04, 3.340568E+04, 3.351182E+04, 3.361811E+04, 3.372455E+04, 3.383115E+04, 3.393790E+04, 3.404480E+04, 3.415185E+04, 3.425905E+04, 3.436641E+04, 3.447391E+04, 3.458157E+04, 3.468937E+04, 3.479733E+04, 3.490544E+04, 3.501369E+04, 3.512210E+04, 3.523066E+04, 3.533937E+04, 3.544822E+04, 3.555723E+04, 3.566638E+04, 3.577568E+04, 3.588514E+04, 3.599474E+04, 3.610449E+04, 3.621438E+04, ]) # ============================ M = 17, I = 1 ============================ M = 17 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.200000E+01, 1.790094E+01, 3.036750E+01, 4.320574E+01, 5.612178E+01, 6.906819E+01, 8.203022E+01, 9.500179E+01, 1.079799E+02, 1.209630E+02, 1.339502E+02, 1.469407E+02, 1.599342E+02, 1.729304E+02, 1.859291E+02, 1.989303E+02, 2.119337E+02, 2.249393E+02, 2.379470E+02, 2.509568E+02, 2.639687E+02, 2.769826E+02, 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1.592299E+04, 1.597722E+04, 1.603153E+04, 1.608592E+04, 1.614040E+04, 1.619497E+04, 1.624961E+04, 1.630434E+04, 1.635915E+04, 1.641404E+04, 1.646902E+04, 1.652408E+04, 1.657922E+04, 1.663444E+04, 1.668975E+04, 1.674513E+04, 1.680060E+04, 1.685615E+04, 1.691179E+04, 1.696750E+04, 1.702330E+04, 1.707917E+04, 1.713513E+04, 1.719117E+04, 1.724729E+04, 1.730349E+04, 1.735977E+04, 1.741613E+04, 1.747257E+04, 1.752909E+04, 1.758570E+04, 1.764238E+04, 1.769914E+04, 1.775598E+04, 1.781290E+04, 1.786991E+04, 1.792699E+04, 1.798415E+04, 1.804139E+04, 1.809870E+04, 1.815610E+04, 1.821358E+04, 1.827113E+04, 1.832876E+04, 1.838647E+04, 1.844426E+04, 1.850213E+04, 1.856008E+04, 1.861810E+04, 1.867620E+04, 1.873438E+04, 1.879264E+04, 1.885097E+04, 1.890938E+04, 1.896787E+04, 1.902644E+04, 1.908508E+04, 1.914380E+04, 1.920260E+04, 1.926147E+04, 1.932042E+04, 1.937944E+04, 1.943854E+04, 1.949772E+04, 1.955697E+04, 1.961630E+04, 1.967570E+04, 1.973518E+04, 1.979474E+04, 1.985437E+04, 1.991407E+04, 1.997385E+04, 2.003371E+04, 2.009364E+04, 2.015364E+04, 2.021372E+04, 2.027387E+04, 2.033410E+04, 2.039440E+04, 2.045477E+04, 2.051522E+04, 2.057574E+04, ]) # ============================ M = 17, I = 2 ============================ M = 17 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.800464E+01, 4.507463E+01, 8.321075E+01, 1.215759E+02, 1.599981E+02, 1.984457E+02, 2.369086E+02, 2.753824E+02, 3.138651E+02, 3.523553E+02, 3.908526E+02, 4.293563E+02, 4.678662E+02, 5.063822E+02, 5.449041E+02, 5.834318E+02, 6.219653E+02, 6.605048E+02, 6.990504E+02, 7.376026E+02, 7.761621E+02, 8.147297E+02, 8.533068E+02, 8.918950E+02, 9.304964E+02, 9.691138E+02, 1.007750E+03, 1.046409E+03, 1.085094E+03, 1.123811E+03, 1.162563E+03, 1.201357E+03, 1.240199E+03, 1.279094E+03, 1.318049E+03, 1.357072E+03, 1.396167E+03, 1.435344E+03, 1.474609E+03, 1.513970E+03, 1.553433E+03, 1.593008E+03, 1.632699E+03, 1.672517E+03, 1.712467E+03, 1.752556E+03, 1.792793E+03, 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4.965380E+04, 4.983584E+04, 5.001814E+04, 5.020071E+04, 5.038355E+04, 5.056664E+04, 5.075000E+04, 5.093362E+04, 5.111750E+04, 5.130164E+04, 5.148605E+04, 5.167071E+04, 5.185563E+04, 5.204081E+04, 5.222625E+04, 5.241195E+04, 5.259791E+04, 5.278412E+04, 5.297059E+04, 5.315731E+04, 5.334429E+04, 5.353153E+04, 5.371901E+04, 5.390676E+04, 5.409475E+04, 5.428300E+04, 5.447151E+04, 5.466026E+04, 5.484926E+04, 5.503852E+04, 5.522803E+04, 5.541778E+04, 5.560779E+04, 5.579805E+04, 5.598855E+04, 5.617930E+04, 5.637030E+04, 5.656155E+04, 5.675304E+04, 5.694478E+04, 5.713676E+04, 5.732899E+04, 5.752146E+04, 5.771418E+04, 5.790714E+04, 5.810034E+04, 5.829379E+04, 5.848748E+04, 5.868141E+04, 5.887558E+04, 5.906999E+04, 5.926464E+04, 5.945954E+04, 5.965467E+04, 5.985004E+04, 6.004564E+04, 6.024149E+04, 6.043757E+04, 6.063389E+04, 6.083045E+04, 6.102724E+04, 6.122426E+04, 6.142152E+04, 6.161902E+04, 6.181675E+04, 6.201471E+04, 6.221291E+04, 6.241133E+04, 6.260999E+04, 6.280888E+04, 6.300801E+04, 6.320736E+04, 6.340694E+04, 6.360675E+04, 6.380679E+04, 6.400706E+04, 6.420756E+04, 6.440828E+04, 6.460924E+04, 6.481042E+04, 6.501182E+04, 6.521345E+04, 6.541531E+04, 6.561739E+04, 6.581969E+04, 6.602222E+04, 6.622497E+04, 6.642795E+04, 6.663114E+04, 6.683456E+04, 6.703820E+04, 6.724206E+04, 6.744615E+04, 6.765045E+04, 6.785497E+04, 6.805971E+04, 6.826467E+04, 6.846985E+04, 6.867524E+04, 6.888085E+04, 6.908668E+04, 6.929273E+04, 6.949899E+04, 6.970546E+04, 6.991215E+04, 7.011906E+04, 7.032618E+04, 7.053351E+04, 7.074106E+04, 7.094882E+04, 7.115679E+04, 7.136497E+04, 7.157336E+04, 7.178197E+04, 7.199078E+04, 7.219981E+04, 7.240904E+04, 7.261848E+04, 7.282813E+04, 7.303799E+04, 7.324806E+04, 7.345833E+04, 7.366881E+04, 7.387950E+04, 7.409039E+04, 7.430148E+04, 7.451279E+04, 7.472429E+04, ]) # ============================ M = 18, I = 1 ============================ M = 18 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 3.214341E+01, 1.052089E+02, 1.944698E+02, 2.840543E+02, 3.737290E+02, 4.634821E+02, 5.534263E+02, 6.438126E+02, 7.349974E+02, 8.273813E+02, 9.213526E+02, 1.017252E+03, 1.115359E+03, 1.215886E+03, 1.318993E+03, 1.424790E+03, 1.533350E+03, 1.644721E+03, 1.758929E+03, 1.875989E+03, 1.995905E+03, 2.118677E+03, 2.244300E+03, 2.372771E+03, 2.504084E+03, 2.638235E+03, 2.775220E+03, 2.915035E+03, 3.057681E+03, 3.203155E+03, 3.351458E+03, 3.502591E+03, 3.656557E+03, 3.813358E+03, 3.972996E+03, 4.135477E+03, 4.300803E+03, 4.468978E+03, 4.640008E+03, 4.813896E+03, 4.990647E+03, 5.170265E+03, 5.352756E+03, 5.538122E+03, 5.726370E+03, 5.917503E+03, 6.111526E+03, 6.308442E+03, 6.508256E+03, 6.710971E+03, 6.916592E+03, 7.125122E+03, 7.336564E+03, 7.550922E+03, 7.768200E+03, 7.988401E+03, 8.211527E+03, 8.437581E+03, 8.666567E+03, 8.898488E+03, 9.133345E+03, 9.371142E+03, 9.611880E+03, 9.855563E+03, 1.010219E+04, 1.035177E+04, 1.060430E+04, 1.085978E+04, 1.111822E+04, 1.137961E+04, 1.164397E+04, 1.191128E+04, 1.218155E+04, 1.245479E+04, 1.273100E+04, 1.301017E+04, 1.329231E+04, 1.357742E+04, 1.386550E+04, 1.415656E+04, 1.445059E+04, 1.474759E+04, 1.504758E+04, 1.535054E+04, 1.565648E+04, 1.596540E+04, 1.627730E+04, 1.659219E+04, 1.691006E+04, 1.723091E+04, 1.755475E+04, 1.788158E+04, 1.821140E+04, 1.854420E+04, 1.888000E+04, 1.921878E+04, 1.956056E+04, 1.990533E+04, 2.025310E+04, 2.060386E+04, 2.095761E+04, 2.131436E+04, 2.167411E+04, 2.203686E+04, 2.240261E+04, 2.277135E+04, 2.314310E+04, 2.351785E+04, 2.389560E+04, 2.427635E+04, 2.466010E+04, 2.504686E+04, 2.543663E+04, 2.582940E+04, 2.622518E+04, 2.662396E+04, 2.702575E+04, 2.743055E+04, 2.783836E+04, 2.824918E+04, 2.866301E+04, 2.907985E+04, 2.949971E+04, 2.992257E+04, 3.034845E+04, 3.077734E+04, 3.120925E+04, 3.164417E+04, 3.208211E+04, 3.252306E+04, 3.296703E+04, 3.341402E+04, 3.386403E+04, 3.431705E+04, 3.477310E+04, 3.523216E+04, 3.569424E+04, 3.615935E+04, 3.662748E+04, 3.709863E+04, 3.757280E+04, 3.805000E+04, 3.853021E+04, 3.901346E+04, 3.949973E+04, 3.998902E+04, 4.048135E+04, 4.097669E+04, 4.147507E+04, 4.197647E+04, 4.248091E+04, 4.298837E+04, 4.349886E+04, 4.401238E+04, 4.452893E+04, 4.504851E+04, 4.557113E+04, 4.609678E+04, 4.662546E+04, 4.715717E+04, 4.769192E+04, 4.822970E+04, 4.877052E+04, 4.931437E+04, 4.986126E+04, 5.041119E+04, 5.096415E+04, 5.152015E+04, 5.207919E+04, 5.264127E+04, 5.320639E+04, 5.377454E+04, 5.434574E+04, 5.491998E+04, 5.549726E+04, 5.607758E+04, 5.666095E+04, 5.724736E+04, 5.783681E+04, 5.842930E+04, 5.902484E+04, 5.962343E+04, 6.022506E+04, 6.082974E+04, 6.143746E+04, 6.204823E+04, 6.266205E+04, 6.327892E+04, 6.389884E+04, 6.452180E+04, 6.514782E+04, 6.577688E+04, 6.640900E+04, 6.704417E+04, 6.768239E+04, 6.832366E+04, 6.896799E+04, 6.961537E+04, 7.026580E+04, 7.091929E+04, 7.157583E+04, 7.223543E+04, 7.289808E+04, 7.356379E+04, 7.423256E+04, 7.490438E+04, 7.557927E+04, 7.625721E+04, 7.693821E+04, 7.762227E+04, 7.830939E+04, 7.899957E+04, 7.969282E+04, 8.038912E+04, 8.108849E+04, 8.179092E+04, 8.249641E+04, 8.320497E+04, 8.391659E+04, 8.463128E+04, 8.534903E+04, 8.606985E+04, 8.679373E+04, 8.752068E+04, 8.825070E+04, 8.898379E+04, 8.971994E+04, 9.045917E+04, 9.120146E+04, 9.194682E+04, 9.269526E+04, 9.344676E+04, 9.420134E+04, 9.495899E+04, 9.571971E+04, 9.648350E+04, 9.725037E+04, 9.802031E+04, 9.879333E+04, 9.956942E+04, 1.003486E+05, 1.011308E+05, 1.019161E+05, 1.027046E+05, 1.034960E+05, 1.042906E+05, 1.050882E+05, 1.058889E+05, 1.066927E+05, 1.074996E+05, 1.083095E+05, 1.091226E+05, 1.099387E+05, 1.107579E+05, 1.115802E+05, 1.124055E+05, 1.132340E+05, 1.140655E+05, 1.149001E+05, 1.157378E+05, 1.165786E+05, 1.174225E+05, 1.182695E+05, 1.191195E+05, 1.199727E+05, 1.208289E+05, 1.216882E+05, 1.225506E+05, 1.234161E+05, 1.242847E+05, 1.251564E+05, 1.260311E+05, 1.269090E+05, 1.277900E+05, 1.286740E+05, 1.295612E+05, 1.304514E+05, 1.313447E+05, 1.322412E+05, 1.331407E+05, 1.340433E+05, 1.349490E+05, 1.358579E+05, 1.367698E+05, 1.376848E+05, 1.386029E+05, 1.395241E+05, 1.404484E+05, 1.413758E+05, 1.423064E+05, 1.432400E+05, 1.441767E+05, 1.451165E+05, 1.460594E+05, 1.470055E+05, 1.479546E+05, 1.489068E+05, 1.498622E+05, 1.508206E+05, 1.517822E+05, 1.527469E+05, 1.537146E+05, 1.546855E+05, 1.556595E+05, 1.566366E+05, 1.576168E+05, 1.586001E+05, 1.595865E+05, 1.605761E+05, 1.615687E+05, 1.625645E+05, 1.635634E+05, 1.645654E+05, 1.655705E+05, 1.665787E+05, 1.675900E+05, 1.686045E+05, 1.696221E+05, 1.706427E+05, 1.716665E+05, 1.726935E+05, 1.737235E+05, 1.747567E+05, 1.757929E+05, 1.768323E+05, 1.778749E+05, 1.789205E+05, 1.799692E+05, 1.810211E+05, 1.820761E+05, 1.831343E+05, 1.841955E+05, 1.852599E+05, 1.863274E+05, 1.873980E+05, 1.884718E+05, 1.895486E+05, 1.906286E+05, 1.917118E+05, 1.927980E+05, 1.938874E+05, 1.949800E+05, 1.960756E+05, 1.971744E+05, 1.982763E+05, 1.993813E+05, 2.004895E+05, 2.016008E+05, 2.027152E+05, 2.038328E+05, 2.049535E+05, 2.060774E+05, 2.072043E+05, 2.083344E+05, 2.094677E+05, 2.106041E+05, 2.117436E+05, 2.128862E+05, 2.140320E+05, 2.151810E+05, 2.163330E+05, 2.174883E+05, 2.186466E+05, 2.198081E+05, 2.209727E+05, 2.221405E+05, 2.233114E+05, 2.244855E+05, 2.256627E+05, 2.268431E+05, 2.280266E+05, 2.292132E+05, 2.304030E+05, 2.315959E+05, 2.327920E+05, 2.339912E+05, 2.351936E+05, 2.363991E+05, 2.376078E+05, 2.388196E+05, 2.400346E+05, 2.412527E+05, 2.424740E+05, 2.436984E+05, 2.449260E+05, 2.461567E+05, 2.473906E+05, 2.486276E+05, 2.498678E+05, 2.511112E+05, 2.523577E+05, 2.536073E+05, 2.548601E+05, 2.561161E+05, 2.573752E+05, 2.586375E+05, 2.599030E+05, 2.611716E+05, 2.624433E+05, 2.637183E+05, 2.649963E+05, 2.662776E+05, 2.675620E+05, 2.688496E+05, 2.701403E+05, 2.714342E+05, 2.727312E+05, 2.740315E+05, 2.753349E+05, 2.766414E+05, 2.779511E+05, 2.792640E+05, 2.805801E+05, 2.818993E+05, 2.832217E+05, 2.845472E+05, 2.858759E+05, 2.872078E+05, 2.885429E+05, 2.898811E+05, 2.912225E+05, 2.925671E+05, 2.939148E+05, 2.952658E+05, 2.966199E+05, 2.979771E+05, 2.993376E+05, 3.007012E+05, 3.020680E+05, 3.034379E+05, 3.048111E+05, 3.061874E+05, 3.075669E+05, 3.089495E+05, 3.103354E+05, 3.117244E+05, 3.131166E+05, 3.145120E+05, 3.159105E+05, 3.173123E+05, 3.187172E+05, 3.201253E+05, 3.215366E+05, 3.229511E+05, 3.243687E+05, 3.257896E+05, 3.272136E+05, 3.286408E+05, 3.300712E+05, 3.315047E+05, 3.329415E+05, 3.343814E+05, 3.358246E+05, 3.372709E+05, 3.387204E+05, 3.401731E+05, 3.416290E+05, 3.430880E+05, 3.445503E+05, 3.460157E+05, 3.474844E+05, 3.489562E+05, 3.504312E+05, 3.519094E+05, 3.533908E+05, 3.548754E+05, 3.563632E+05, 3.578542E+05, 3.593483E+05, 3.608457E+05, 3.623463E+05, 3.638500E+05, 3.653570E+05, 3.668671E+05, 3.683805E+05, 3.698970E+05, 3.714167E+05, 3.729397E+05, 3.744658E+05, 3.759951E+05, 3.775277E+05, 3.790634E+05, 3.806023E+05, 3.821445E+05, 3.836898E+05, 3.852383E+05, 3.867900E+05, 3.883450E+05, 3.899031E+05, 3.914644E+05, 3.930290E+05, 3.945967E+05, 3.961677E+05, 3.977418E+05, 3.993192E+05, 4.008997E+05, 4.024835E+05, 4.040705E+05, 4.056606E+05, 4.072540E+05, 4.088506E+05, ]) # ============================ M = 18, I = 2 ============================ M = 18 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 3.225498E+01, 1.067540E+02, 1.975622E+02, 2.886898E+02, 3.799068E+02, 4.712024E+02, 5.626919E+02, 6.546304E+02, 7.473806E+02, 8.413500E+02, 9.369337E+02, 1.034479E+03, 1.134269E+03, 1.236522E+03, 1.341401E+03, 1.449019E+03, 1.559453E+03, 1.672751E+03, 1.788942E+03, 1.908041E+03, 2.030055E+03, 2.154984E+03, 2.282825E+03, 2.413576E+03, 2.547231E+03, 2.683787E+03, 2.823240E+03, 2.965589E+03, 3.110831E+03, 3.258968E+03, 3.409999E+03, 3.563927E+03, 3.720753E+03, 3.880480E+03, 4.043111E+03, 4.208652E+03, 4.377104E+03, 4.548474E+03, 4.722764E+03, 4.899980E+03, 5.080127E+03, 5.263208E+03, 5.449229E+03, 5.638194E+03, 5.830108E+03, 6.024974E+03, 6.222797E+03, 6.423582E+03, 6.627332E+03, 6.834052E+03, 7.043744E+03, 7.256414E+03, 7.472064E+03, 7.690698E+03, 7.912318E+03, 8.136929E+03, 8.364534E+03, 8.595135E+03, 8.828735E+03, 9.065337E+03, 9.304944E+03, 9.547558E+03, 9.793182E+03, 1.004182E+04, 1.029347E+04, 1.054814E+04, 1.080582E+04, 1.106653E+04, 1.133026E+04, 1.159701E+04, 1.186679E+04, 1.213960E+04, 1.241544E+04, 1.269431E+04, 1.297621E+04, 1.326115E+04, 1.354913E+04, 1.384014E+04, 1.413419E+04, 1.443129E+04, 1.473142E+04, 1.503460E+04, 1.534083E+04, 1.565010E+04, 1.596242E+04, 1.627778E+04, 1.659620E+04, 1.691766E+04, 1.724218E+04, 1.756975E+04, 1.790038E+04, 1.823406E+04, 1.857080E+04, 1.891059E+04, 1.925344E+04, 1.959935E+04, 1.994832E+04, 2.030035E+04, 2.065545E+04, 2.101360E+04, 2.137482E+04, 2.173911E+04, 2.210646E+04, 2.247687E+04, 2.285035E+04, 2.322690E+04, 2.360652E+04, 2.398921E+04, 2.437497E+04, 2.476379E+04, 2.515569E+04, 2.555066E+04, 2.594871E+04, 2.634983E+04, 2.675402E+04, 2.716129E+04, 2.757163E+04, 2.798505E+04, 2.840155E+04, 2.882113E+04, 2.924378E+04, 2.966952E+04, 3.009833E+04, 3.053022E+04, 3.096520E+04, 3.140326E+04, 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7.108088E+04, 7.174548E+04, 7.241320E+04, 7.308405E+04, 7.375802E+04, 7.443511E+04, 7.511534E+04, 7.579868E+04, 7.648516E+04, 7.717476E+04, 7.786749E+04, 7.856334E+04, 7.926233E+04, 7.996444E+04, 8.066969E+04, 8.137806E+04, 8.208957E+04, 8.280421E+04, 8.352198E+04, 8.424288E+04, 8.496691E+04, 8.569408E+04, 8.642438E+04, 8.715782E+04, 8.789439E+04, 8.863409E+04, 8.937693E+04, 9.012291E+04, 9.087203E+04, 9.162429E+04, 9.237968E+04, 9.313821E+04, 9.389988E+04, 9.466469E+04, 9.543264E+04, 9.620373E+04, 9.697796E+04, 9.775533E+04, 9.853585E+04, 9.931951E+04, 1.001063E+05, 1.008963E+05, 1.016894E+05, 1.024856E+05, 1.032850E+05, 1.040875E+05, 1.048932E+05, 1.057020E+05, 1.065140E+05, 1.073291E+05, 1.081474E+05, 1.089688E+05, 1.097933E+05, 1.106210E+05, 1.114519E+05, 1.122859E+05, 1.131231E+05, 1.139634E+05, 1.148069E+05, 1.156535E+05, 1.165033E+05, 1.173562E+05, 1.182123E+05, 1.190716E+05, 1.199340E+05, 1.207996E+05, 1.216683E+05, 1.225401E+05, 1.234152E+05, 1.242934E+05, 1.251747E+05, 1.260592E+05, 1.269469E+05, 1.278378E+05, 1.287318E+05, 1.296289E+05, 1.305292E+05, 1.314327E+05, 1.323394E+05, 1.332492E+05, 1.341621E+05, 1.350783E+05, 1.359976E+05, 1.369201E+05, 1.378457E+05, 1.387745E+05, 1.397065E+05, 1.406416E+05, 1.415800E+05, 1.425214E+05, 1.434661E+05, 1.444139E+05, 1.453649E+05, 1.463191E+05, 1.472764E+05, 1.482369E+05, 1.492006E+05, 1.501675E+05, 1.511375E+05, 1.521107E+05, 1.530871E+05, 1.540667E+05, 1.550494E+05, 1.560353E+05, 1.570244E+05, 1.580167E+05, 1.590121E+05, 1.600108E+05, 1.610126E+05, 1.620176E+05, 1.630257E+05, 1.640371E+05, 1.650516E+05, 1.660693E+05, 1.670902E+05, 1.681143E+05, 1.691416E+05, 1.701720E+05, 1.712057E+05, 1.722425E+05, 1.732825E+05, 1.743257E+05, 1.753721E+05, 1.764217E+05, 1.774744E+05, 1.785304E+05, 1.795895E+05, 1.806519E+05, 1.817174E+05, 1.827861E+05, 1.838580E+05, 1.849331E+05, 1.860114E+05, 1.870929E+05, 1.881775E+05, 1.892654E+05, 1.903565E+05, 1.914507E+05, 1.925482E+05, 1.936489E+05, 1.947527E+05, 1.958598E+05, 1.969700E+05, 1.980835E+05, 1.992001E+05, 2.003200E+05, 2.014430E+05, 2.025693E+05, 2.036987E+05, 2.048314E+05, 2.059672E+05, 2.071063E+05, 2.082485E+05, 2.093940E+05, 2.105427E+05, 2.116946E+05, 2.128497E+05, 2.140080E+05, 2.151695E+05, 2.163342E+05, 2.175021E+05, 2.186732E+05, 2.198475E+05, 2.210251E+05, 2.222058E+05, 2.233898E+05, 2.245770E+05, 2.257674E+05, 2.269610E+05, 2.281578E+05, 2.293578E+05, 2.305611E+05, 2.317675E+05, 2.329772E+05, 2.341901E+05, 2.354062E+05, 2.366255E+05, 2.378480E+05, 2.390738E+05, 2.403028E+05, 2.415350E+05, 2.427704E+05, 2.440090E+05, 2.452509E+05, 2.464960E+05, 2.477443E+05, 2.489958E+05, 2.502505E+05, 2.515085E+05, 2.527697E+05, 2.540341E+05, 2.553018E+05, 2.565726E+05, 2.578467E+05, 2.591240E+05, 2.604046E+05, 2.616884E+05, 2.629754E+05, 2.642656E+05, 2.655591E+05, 2.668558E+05, 2.681557E+05, 2.694588E+05, 2.707652E+05, 2.720748E+05, 2.733877E+05, 2.747038E+05, 2.760231E+05, 2.773457E+05, 2.786714E+05, 2.800005E+05, 2.813327E+05, 2.826682E+05, 2.840069E+05, 2.853489E+05, 2.866941E+05, 2.880425E+05, 2.893942E+05, 2.907492E+05, 2.921073E+05, 2.934687E+05, 2.948333E+05, 2.962012E+05, 2.975723E+05, 2.989467E+05, 3.003243E+05, 3.017052E+05, 3.030893E+05, 3.044766E+05, 3.058672E+05, 3.072610E+05, 3.086581E+05, 3.100584E+05, 3.114620E+05, 3.128688E+05, 3.142789E+05, 3.156922E+05, 3.171087E+05, 3.185285E+05, 3.199516E+05, 3.213779E+05, 3.228075E+05, 3.242403E+05, 3.256764E+05, 3.271157E+05, 3.285582E+05, 3.300041E+05, 3.314531E+05, 3.329055E+05, 3.343610E+05, 3.358199E+05, 3.372820E+05, 3.387473E+05, 3.402159E+05, 3.416878E+05, 3.431629E+05, 3.446413E+05, 3.461229E+05, 3.476078E+05, 3.490960E+05, 3.505874E+05, 3.520820E+05, 3.535800E+05, 3.550812E+05, 3.565856E+05, 3.580933E+05, 3.596043E+05, 3.611186E+05, 3.626361E+05, 3.641568E+05, 3.656809E+05, 3.672082E+05, 3.687387E+05, 3.702726E+05, 3.718097E+05, 3.733500E+05, 3.748936E+05, 3.764405E+05, 3.779907E+05, 3.795441E+05, 3.811008E+05, 3.826608E+05, 3.842240E+05, 3.857905E+05, 3.873603E+05, 3.889333E+05, 3.905096E+05, 3.920892E+05, 3.936721E+05, 3.952582E+05, 3.968476E+05, 3.984403E+05, 4.000362E+05, 4.016354E+05, 4.032379E+05, 4.048437E+05, 4.064527E+05, 4.080650E+05, 4.096806E+05, 4.112995E+05, 4.129216E+05, 4.145470E+05, 4.161757E+05, 4.178077E+05, ]) # ============================ M = 19, I = 1 ============================ M = 19 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 3.780234E+00, 3.460154E+01, 6.887468E+01, 1.031563E+02, 1.374460E+02, 1.717437E+02, 2.060506E+02, 2.403733E+02, 2.747311E+02, 3.091638E+02, 3.437361E+02, 3.785364E+02, 4.136732E+02, 4.492686E+02, 4.854534E+02, 5.223618E+02, 5.601283E+02, 5.988851E+02, 6.387607E+02, 6.798792E+02, 7.223604E+02, 7.663192E+02, 8.118666E+02, 8.591097E+02, 9.081526E+02, 9.590961E+02, 1.012039E+03, 1.067079E+03, 1.124310E+03, 1.183828E+03, 1.245726E+03, 1.310098E+03, 1.377035E+03, 1.446633E+03, 1.518984E+03, 1.594183E+03, 1.672325E+03, 1.753505E+03, 1.837821E+03, 1.925370E+03, 2.016253E+03, 2.110570E+03, 2.208422E+03, 2.309915E+03, 2.415154E+03, 2.524246E+03, 2.637300E+03, 2.754428E+03, 2.875742E+03, 3.001357E+03, 3.131390E+03, 3.265961E+03, 3.405190E+03, 3.549200E+03, 3.698117E+03, 3.852069E+03, 4.011185E+03, 4.175599E+03, 4.345443E+03, 4.520855E+03, 4.701974E+03, 4.888942E+03, 5.081903E+03, 5.281002E+03, 5.486390E+03, 5.698217E+03, 5.916637E+03, 6.141807E+03, 6.373885E+03, 6.613034E+03, 6.859417E+03, 7.113201E+03, 7.374555E+03, 7.643653E+03, 7.920667E+03, 8.205777E+03, 8.499162E+03, 8.801004E+03, 9.111491E+03, 9.430811E+03, 9.759155E+03, 1.009672E+04, 1.044369E+04, 1.080029E+04, 1.116670E+04, 1.154313E+04, 1.192980E+04, 1.232691E+04, 1.273468E+04, 1.315333E+04, 1.358308E+04, 1.402415E+04, 1.447676E+04, 1.494116E+04, 1.541757E+04, 1.590623E+04, 1.640737E+04, 1.692124E+04, 1.744810E+04, 1.798817E+04, 1.854172E+04, 1.910901E+04, 1.969029E+04, 2.028583E+04, 2.089588E+04, 2.152072E+04, 2.216063E+04, 2.281587E+04, 2.348673E+04, 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1.385080E+06, 1.403423E+06, 1.421961E+06, 1.440696E+06, 1.459629E+06, 1.478762E+06, 1.498096E+06, 1.517633E+06, 1.537376E+06, 1.557324E+06, 1.577480E+06, 1.597846E+06, 1.618423E+06, 1.639213E+06, 1.660218E+06, 1.681438E+06, 1.702877E+06, 1.724535E+06, 1.746415E+06, 1.768517E+06, 1.790845E+06, 1.813398E+06, 1.836180E+06, 1.859192E+06, 1.882436E+06, 1.905912E+06, 1.929625E+06, 1.953574E+06, 1.977762E+06, 2.002190E+06, 2.026862E+06, 2.051777E+06, 2.076938E+06, 2.102347E+06, 2.128006E+06, 2.153917E+06, 2.180081E+06, 2.206500E+06, 2.233176E+06, 2.260112E+06, 2.287309E+06, 2.314769E+06, 2.342493E+06, 2.370484E+06, 2.398744E+06, 2.427275E+06, 2.456078E+06, 2.485156E+06, 2.514511E+06, 2.544144E+06, 2.574058E+06, 2.604254E+06, 2.634736E+06, 2.665503E+06, 2.696560E+06, 2.727906E+06, 2.759546E+06, 2.791481E+06, 2.823713E+06, 2.856244E+06, 2.889076E+06, 2.922211E+06, 2.955651E+06, 2.989399E+06, 3.023457E+06, 3.057826E+06, 3.092509E+06, 3.127509E+06, 3.162827E+06, 3.198465E+06, 3.234426E+06, 3.270712E+06, 3.307324E+06, 3.344267E+06, 3.381541E+06, 3.419148E+06, 3.457092E+06, 3.495374E+06, 3.533997E+06, 3.572963E+06, 3.612274E+06, 3.651933E+06, 3.691941E+06, 3.732302E+06, 3.773018E+06, 3.814090E+06, 3.855522E+06, 3.897315E+06, 3.939472E+06, 3.981996E+06, 4.024889E+06, 4.068153E+06, 4.111791E+06, 4.155805E+06, 4.200198E+06, 4.244972E+06, 4.290130E+06, 4.335673E+06, 4.381605E+06, 4.427929E+06, 4.474646E+06, 4.521758E+06, 4.569270E+06, 4.617183E+06, 4.665500E+06, 4.714223E+06, 4.763355E+06, 4.812899E+06, 4.862857E+06, 4.913232E+06, 4.964026E+06, 5.015242E+06, 5.066883E+06, 5.118952E+06, 5.171450E+06, 5.224381E+06, 5.277748E+06, 5.331553E+06, 5.385799E+06, 5.440488E+06, 5.495624E+06, 5.551210E+06, 5.607247E+06, 5.663738E+06, 5.720688E+06, 5.778097E+06, 5.835970E+06, 5.894309E+06, 5.953116E+06, 6.012396E+06, 6.072149E+06, 6.132381E+06, 6.193092E+06, 6.254287E+06, 6.315968E+06, 6.378137E+06, 6.440799E+06, 6.503956E+06, 6.567610E+06, 6.631766E+06, 6.696425E+06, 6.761591E+06, 6.827267E+06, 6.893456E+06, 6.960161E+06, 7.027385E+06, 7.095131E+06, 7.163402E+06, 7.232201E+06, 7.301531E+06, 7.371396E+06, 7.441798E+06, 7.512741E+06, 7.584227E+06, 7.656261E+06, 7.728845E+06, 7.801982E+06, 7.875675E+06, 7.949928E+06, 8.024744E+06, 8.100126E+06, 8.176078E+06, 8.252602E+06, 8.329703E+06, 8.407382E+06, 8.485644E+06, 8.564492E+06, 8.643929E+06, 8.723958E+06, 8.804584E+06, 8.885808E+06, 8.967635E+06, 9.050068E+06, 9.133110E+06, 9.216766E+06, 9.301037E+06, 9.385928E+06, 9.471442E+06, 9.557583E+06, ]) # ============================ M = 19, I = 2 ============================ M = 19 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 3.865556E+00, 3.546016E+01, 7.059221E+01, 1.057330E+02, 1.408820E+02, 1.760392E+02, 2.112060E+02, 2.463891E+02, 2.816084E+02, 3.169054E+02, 3.523467E+02, 3.880240E+02, 4.240491E+02, 4.605482E+02, 4.976565E+02, 5.355128E+02, 5.742562E+02, 6.140234E+02, 6.549474E+02, 6.971567E+02, 7.407752E+02, 7.859220E+02, 8.327119E+02, 8.812560E+02, 9.316618E+02, 9.840340E+02, 1.038475E+03, 1.095085E+03, 1.153964E+03, 1.215208E+03, 1.278915E+03, 1.345181E+03, 1.414104E+03, 1.485780E+03, 1.560305E+03, 1.637778E+03, 1.718297E+03, 1.801961E+03, 1.888871E+03, 1.979129E+03, 2.072837E+03, 2.170100E+03, 2.271025E+03, 2.375719E+03, 2.484291E+03, 2.596854E+03, 2.713520E+03, 2.834404E+03, 2.959624E+03, 3.089299E+03, 3.223550E+03, 3.362501E+03, 3.506277E+03, 3.655007E+03, 3.808820E+03, 3.967848E+03, 4.132228E+03, 4.302096E+03, 4.477591E+03, 4.658856E+03, 4.846035E+03, 5.039275E+03, 5.238725E+03, 5.444538E+03, 5.656868E+03, 5.875872E+03, 6.101710E+03, 6.334545E+03, 6.574542E+03, 6.821867E+03, 7.076693E+03, 7.339191E+03, 7.609539E+03, 7.887914E+03, 8.174499E+03, 8.469477E+03, 8.773036E+03, 9.085367E+03, 9.406661E+03, 9.737115E+03, 1.007693E+04, 1.042630E+04, 1.078544E+04, 1.115455E+04, 1.153385E+04, 1.192354E+04, 1.232385E+04, 1.273499E+04, 1.315719E+04, 1.359067E+04, 1.403567E+04, 1.449242E+04, 1.496114E+04, 1.544209E+04, 1.593550E+04, 1.644162E+04, 1.696069E+04, 1.749298E+04, 1.803873E+04, 1.859821E+04, 1.917167E+04, 1.975938E+04, 2.036162E+04, 2.097865E+04, 2.161075E+04, 2.225819E+04, 2.292128E+04, 2.360028E+04, 2.429549E+04, 2.500720E+04, 2.573571E+04, 2.648132E+04, 2.724434E+04, 2.802508E+04, 2.882384E+04, 2.964094E+04, 3.047671E+04, 3.133145E+04, 3.220552E+04, 3.309922E+04, 3.401290E+04, 3.494690E+04, 3.590156E+04, 3.687722E+04, 3.787424E+04, 3.889297E+04, 3.993376E+04, 4.099699E+04, 4.208302E+04, 4.319221E+04, 4.432494E+04, 4.548160E+04, 4.666255E+04, 4.786820E+04, 4.909893E+04, 5.035513E+04, 5.163721E+04, 5.294557E+04, 5.428062E+04, 5.564277E+04, 5.703243E+04, 5.845003E+04, 5.989599E+04, 6.137074E+04, 6.287471E+04, 6.440836E+04, 6.597210E+04, 6.756641E+04, 6.919171E+04, 7.084848E+04, 7.253718E+04, 7.425826E+04, 7.601220E+04, 7.779947E+04, 7.962056E+04, 8.147594E+04, 8.336611E+04, 8.529156E+04, 8.725278E+04, 8.925029E+04, 9.128458E+04, 9.335617E+04, 9.546557E+04, 9.761332E+04, 9.979993E+04, 1.020259E+05, 1.042919E+05, 1.065983E+05, 1.089458E+05, 1.113348E+05, 1.137659E+05, 1.162398E+05, 1.187569E+05, 1.213178E+05, 1.239232E+05, 1.265735E+05, 1.292694E+05, 1.320115E+05, 1.348004E+05, 1.376366E+05, 1.405209E+05, 1.434537E+05, 1.464357E+05, 1.494676E+05, 1.525499E+05, 1.556834E+05, 1.588685E+05, 1.621061E+05, 1.653967E+05, 1.687410E+05, 1.721397E+05, 1.755934E+05, 1.791028E+05, 1.826685E+05, 1.862914E+05, 1.899720E+05, 1.937110E+05, 1.975092E+05, 2.013672E+05, 2.052859E+05, 2.092658E+05, 2.133077E+05, 2.174124E+05, 2.215805E+05, 2.258129E+05, 2.301102E+05, 2.344733E+05, 2.389028E+05, 2.433996E+05, 2.479644E+05, 2.525980E+05, 2.573012E+05, 2.620748E+05, 2.669195E+05, 2.718362E+05, 2.768257E+05, 2.818888E+05, 2.870262E+05, 2.922389E+05, 2.975277E+05, 3.028934E+05, 3.083368E+05, 3.138588E+05, 3.194603E+05, 3.251422E+05, 3.309052E+05, 3.367503E+05, 3.426783E+05, 3.486902E+05, 3.547868E+05, 3.609691E+05, 3.672379E+05, 3.735942E+05, 3.800389E+05, 3.865728E+05, 3.931971E+05, 3.999125E+05, 4.067201E+05, 4.136208E+05, 4.206155E+05, 4.277053E+05, 4.348910E+05, 4.421738E+05, 4.495545E+05, 4.570342E+05, 4.646139E+05, 4.722946E+05, 4.800772E+05, 4.879629E+05, 4.959527E+05, 5.040475E+05, 5.122484E+05, 5.205566E+05, 5.289730E+05, 5.374987E+05, 5.461348E+05, 5.548823E+05, 5.637424E+05, 5.727162E+05, 5.818047E+05, 5.910090E+05, 6.003303E+05, 6.097698E+05, 6.193284E+05, 6.290074E+05, 6.388079E+05, 6.487310E+05, 6.587780E+05, 6.689500E+05, 6.792481E+05, 6.896736E+05, 7.002276E+05, 7.109113E+05, 7.217260E+05, 7.326728E+05, 7.437531E+05, 7.549678E+05, 7.663185E+05, 7.778062E+05, 7.894322E+05, 8.011978E+05, 8.131043E+05, 8.251529E+05, 8.373449E+05, 8.496816E+05, 8.621642E+05, 8.747942E+05, 8.875729E+05, 9.005014E+05, 9.135812E+05, 9.268136E+05, 9.402000E+05, 9.537417E+05, 9.674400E+05, 9.812964E+05, 9.953122E+05, 1.009489E+06, 1.023828E+06, 1.038330E+06, 1.052997E+06, 1.067831E+06, 1.082833E+06, 1.098004E+06, 1.113345E+06, 1.128859E+06, 1.144547E+06, 1.160409E+06, 1.176448E+06, 1.192666E+06, 1.209063E+06, 1.225641E+06, 1.242401E+06, 1.259346E+06, 1.276476E+06, 1.293793E+06, 1.311300E+06, 1.328996E+06, 1.346884E+06, 1.364966E+06, 1.383243E+06, 1.401716E+06, 1.420387E+06, 1.439258E+06, 1.458331E+06, 1.477607E+06, 1.497087E+06, 1.516774E+06, 1.536668E+06, 1.556772E+06, 1.577088E+06, 1.597616E+06, 1.618359E+06, 1.639319E+06, 1.660496E+06, 1.681894E+06, 1.703512E+06, 1.725354E+06, 1.747421E+06, 1.769715E+06, 1.792237E+06, 1.814989E+06, 1.837974E+06, 1.861192E+06, 1.884646E+06, 1.908337E+06, 1.932268E+06, 1.956440E+06, 1.980854E+06, 2.005514E+06, 2.030420E+06, 2.055574E+06, 2.080979E+06, 2.106636E+06, 2.132547E+06, 2.158714E+06, 2.185140E+06, 2.211825E+06, 2.238772E+06, 2.265982E+06, 2.293458E+06, 2.321202E+06, 2.349216E+06, 2.377501E+06, 2.406060E+06, 2.434895E+06, 2.464007E+06, 2.493399E+06, 2.523072E+06, 2.553029E+06, 2.583272E+06, 2.613803E+06, 2.644624E+06, 2.675737E+06, 2.707143E+06, 2.738846E+06, 2.770848E+06, 2.803150E+06, 2.835754E+06, 2.868663E+06, 2.901879E+06, 2.935404E+06, 2.969240E+06, 3.003389E+06, 3.037854E+06, 3.072637E+06, 3.107740E+06, 3.143165E+06, 3.178915E+06, 3.214991E+06, 3.251396E+06, 3.288133E+06, 3.325203E+06, 3.362609E+06, 3.400353E+06, 3.438437E+06, 3.476865E+06, 3.515637E+06, 3.554757E+06, 3.594226E+06, 3.634048E+06, 3.674224E+06, 3.714758E+06, 3.755650E+06, 3.796905E+06, 3.838523E+06, 3.880508E+06, 3.922862E+06, 3.965588E+06, 4.008688E+06, 4.052164E+06, 4.096019E+06, 4.140255E+06, 4.184876E+06, 4.229883E+06, 4.275279E+06, 4.321066E+06, 4.367248E+06, 4.413826E+06, 4.460803E+06, 4.508183E+06, 4.555966E+06, 4.604157E+06, 4.652758E+06, 4.701771E+06, 4.751198E+06, 4.801044E+06, 4.851310E+06, 4.901998E+06, 4.953113E+06, 5.004656E+06, 5.056630E+06, 5.109038E+06, 5.161882E+06, 5.215166E+06, 5.268892E+06, 5.323062E+06, 5.377681E+06, 5.432749E+06, 5.488272E+06, 5.544250E+06, 5.600687E+06, 5.657586E+06, 5.714950E+06, 5.772781E+06, 5.831083E+06, 5.889858E+06, 5.949109E+06, 6.008839E+06, 6.069052E+06, 6.129749E+06, 6.190934E+06, 6.252611E+06, 6.314781E+06, 6.377449E+06, 6.440616E+06, 6.504286E+06, 6.568462E+06, 6.633148E+06, 6.698345E+06, 6.764058E+06, 6.830289E+06, 6.897041E+06, 6.964318E+06, 7.032123E+06, 7.100458E+06, 7.169327E+06, 7.238733E+06, 7.308679E+06, 7.379169E+06, 7.450205E+06, 7.521791E+06, 7.593931E+06, 7.666626E+06, 7.739881E+06, 7.813699E+06, 7.888083E+06, 7.963036E+06, 8.038562E+06, 8.114664E+06, 8.191345E+06, 8.268609E+06, 8.346459E+06, 8.424898E+06, 8.503930E+06, 8.583558E+06, 8.663786E+06, 8.744616E+06, 8.826053E+06, 8.908100E+06, 8.990761E+06, 9.074038E+06, 9.157935E+06, 9.242456E+06, 9.327605E+06, 9.413384E+06, 9.499798E+06, 9.586849E+06, 9.674542E+06, 9.762881E+06, 9.851868E+06, 9.941507E+06, ]) # ============================ M = 19, I = 3 ============================ M = 19 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 7.582456E+00, 6.942440E+01, 1.381920E+02, 2.069768E+02, 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============================ M = 19, I = 4 ============================ M = 19 I = 4 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.529462E+01, 1.401541E+02, 2.789952E+02, 4.178707E+02, 5.567786E+02, 6.957191E+02, 8.346971E+02, 9.737391E+02, 1.112924E+03, 1.252414E+03, 1.392472E+03, 1.533458E+03, 1.675813E+03, 1.820034E+03, 1.966653E+03, 2.116216E+03, 2.269270E+03, 2.426353E+03, 2.587989E+03, 2.754683E+03, 2.926922E+03, 3.105175E+03, 3.289892E+03, 3.481511E+03, 3.680455E+03, 3.887136E+03, 4.101956E+03, 4.325309E+03, 4.557584E+03, 4.799167E+03, 5.050438E+03, 5.311777E+03, 5.583565E+03, 5.866181E+03, 6.160007E+03, 6.465426E+03, 6.782826E+03, 7.112598E+03, 7.455135E+03, 7.810838E+03, 8.180113E+03, 8.563370E+03, 8.961026E+03, 9.373505E+03, 9.801237E+03, 1.024466E+04, 1.070422E+04, 1.118036E+04, 1.167356E+04, 1.218427E+04, 1.271298E+04, 1.326016E+04, 1.382632E+04, 1.441195E+04, 1.501757E+04, 1.564369E+04, 1.629085E+04, 1.695959E+04, 1.765045E+04, 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1.677817E+07, 1.695781E+07, 1.713900E+07, 1.732174E+07, 1.750606E+07, 1.769194E+07, 1.787942E+07, 1.806849E+07, 1.825917E+07, 1.845146E+07, 1.864538E+07, 1.884094E+07, 1.903815E+07, 1.923702E+07, 1.943756E+07, 1.963978E+07, 1.984369E+07, 2.004930E+07, 2.025662E+07, 2.046567E+07, 2.067645E+07, 2.088898E+07, 2.110326E+07, 2.131930E+07, 2.153713E+07, 2.175674E+07, 2.197816E+07, 2.220139E+07, 2.242644E+07, 2.265332E+07, 2.288205E+07, 2.311263E+07, 2.334508E+07, 2.357941E+07, 2.381564E+07, 2.405376E+07, 2.429380E+07, 2.453576E+07, 2.477967E+07, 2.502552E+07, 2.527333E+07, 2.552311E+07, 2.577488E+07, 2.602865E+07, 2.628442E+07, 2.654222E+07, 2.680204E+07, 2.706392E+07, 2.732784E+07, 2.759384E+07, 2.786192E+07, 2.813210E+07, 2.840438E+07, 2.867878E+07, 2.895531E+07, 2.923398E+07, 2.951482E+07, 2.979782E+07, 3.008300E+07, 3.037037E+07, 3.065996E+07, 3.095176E+07, 3.124580E+07, 3.154208E+07, 3.184062E+07, 3.214143E+07, 3.244453E+07, 3.274993E+07, 3.305764E+07, 3.336767E+07, 3.368004E+07, 3.399476E+07, 3.431185E+07, 3.463132E+07, 3.495318E+07, 3.527744E+07, 3.560412E+07, 3.593324E+07, 3.626480E+07, 3.659882E+07, 3.693531E+07, 3.727430E+07, 3.761578E+07, 3.795978E+07, 3.830632E+07, 3.865539E+07, 3.900702E+07, ]) # ============================ M = 19, I = 5 ============================ M = 19 I = 5 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 4.005081E+00, 3.686364E+01, 7.339955E+01, 1.099445E+02, 1.464979E+02, 1.830599E+02, 2.196320E+02, 2.562227E+02, 2.928554E+02, 3.295781E+02, 3.664665E+02, 4.036226E+02, 4.411696E+02, 4.792452E+02, 5.179950E+02, 5.575679E+02, 5.981119E+02, 6.397721E+02, 6.826893E+02, 7.269988E+02, 7.728312E+02, 8.203119E+02, 8.695619E+02, 9.206981E+02, 9.738340E+02, 1.029080E+03, 1.086544E+03, 1.146334E+03, 1.208552E+03, 1.273304E+03, 1.340693E+03, 1.410821E+03, 1.483792E+03, 1.559709E+03, 1.638675E+03, 1.720796E+03, 1.806176E+03, 1.894923E+03, 1.987145E+03, 2.082950E+03, 2.182450E+03, 2.285757E+03, 2.392986E+03, 2.504253E+03, 2.619676E+03, 2.739375E+03, 2.863472E+03, 2.992093E+03, 3.125362E+03, 3.263410E+03, 3.406368E+03, 3.554369E+03, 3.707548E+03, 3.866045E+03, 4.030001E+03, 4.199558E+03, 4.374862E+03, 4.556063E+03, 4.743312E+03, 4.936762E+03, 5.136569E+03, 5.342894E+03, 5.555898E+03, 5.775745E+03, 6.002604E+03, 6.236645E+03, 6.478041E+03, 6.726968E+03, 6.983605E+03, 7.248135E+03, 7.520742E+03, 7.801614E+03, 8.090941E+03, 8.388919E+03, 8.695744E+03, 9.011616E+03, 9.336738E+03, 9.671317E+03, 1.001556E+04, 1.036969E+04, 1.073391E+04, 1.110844E+04, 1.149351E+04, 1.188934E+04, 1.229616E+04, 1.271420E+04, 1.314371E+04, 1.358491E+04, 1.403805E+04, 1.450338E+04, 1.498114E+04, 1.547159E+04, 1.597499E+04, 1.649159E+04, 1.702165E+04, 1.756546E+04, 1.812326E+04, 1.869535E+04, 1.928199E+04, 1.988347E+04, 2.050008E+04, 2.113210E+04, 2.177982E+04, 2.244355E+04, 2.312357E+04, 2.382021E+04, 2.453375E+04, 2.526453E+04, 2.601284E+04, 2.677901E+04, 2.756337E+04, 2.836625E+04, 2.918796E+04, 3.002885E+04, 3.088927E+04, 3.176954E+04, 3.267003E+04, 3.359108E+04, 3.453304E+04, 3.549629E+04, 3.648117E+04, 3.748807E+04, 3.851735E+04, 3.956940E+04, 4.064458E+04, 4.174330E+04, 4.286594E+04, 4.401289E+04, 4.518455E+04, 4.638133E+04, 4.760363E+04, 4.885187E+04, 5.012646E+04, 5.142783E+04, 5.275639E+04, 5.411259E+04, 5.549686E+04, 5.690963E+04, 5.835135E+04, 5.982247E+04, 6.132344E+04, 6.285473E+04, 6.441679E+04, 6.601010E+04, 6.763512E+04, 6.929234E+04, 7.098224E+04, 7.270529E+04, 7.446201E+04, 7.625288E+04, 7.807841E+04, 7.993911E+04, 8.183548E+04, 8.376804E+04, 8.573732E+04, 8.774385E+04, 8.978816E+04, 9.187078E+04, 9.399226E+04, 9.615315E+04, 9.835399E+04, 1.005954E+05, 1.028778E+05, 1.052019E+05, 1.075682E+05, 1.099774E+05, 1.124299E+05, 1.149264E+05, 1.174676E+05, 1.200538E+05, 1.226859E+05, 1.253644E+05, 1.280899E+05, 1.308630E+05, 1.336845E+05, 1.365548E+05, 1.394747E+05, 1.424448E+05, 1.454657E+05, 1.485381E+05, 1.516628E+05, 1.548402E+05, 1.580712E+05, 1.613564E+05, 1.646964E+05, 1.680921E+05, 1.715440E+05, 1.750529E+05, 1.786195E+05, 1.822445E+05, 1.859286E+05, 1.896726E+05, 1.934772E+05, 1.973432E+05, 2.012712E+05, 2.052621E+05, 2.093165E+05, 2.134354E+05, 2.176193E+05, 2.218692E+05, 2.261858E+05, 2.305698E+05, 2.350222E+05, 2.395436E+05, 2.441350E+05, 2.487970E+05, 2.535307E+05, 2.583366E+05, 2.632158E+05, 2.681690E+05, 2.731972E+05, 2.783011E+05, 2.834815E+05, 2.887395E+05, 2.940759E+05, 2.994915E+05, 3.049872E+05, 3.105639E+05, 3.162226E+05, 3.219641E+05, 3.277893E+05, 3.336993E+05, 3.396948E+05, 3.457769E+05, 3.519465E+05, 3.582045E+05, 3.645519E+05, 3.709897E+05, 3.775188E+05, 3.841402E+05, 3.908550E+05, 3.976640E+05, 4.045683E+05, 4.115689E+05, 4.186668E+05, 4.258630E+05, 4.331586E+05, 4.405546E+05, 4.480521E+05, 4.556520E+05, 4.633555E+05, 4.711637E+05, 4.790775E+05, 4.870980E+05, 4.952265E+05, 5.034639E+05, 5.118114E+05, 5.202700E+05, 5.288409E+05, 5.375253E+05, 5.463242E+05, 5.552388E+05, 5.642702E+05, 5.734196E+05, 5.826882E+05, 5.920771E+05, 6.015876E+05, 6.112207E+05, 6.209778E+05, 6.308599E+05, 6.408684E+05, 6.510044E+05, 6.612691E+05, 6.716639E+05, 6.821899E+05, 6.928484E+05, 7.036406E+05, 7.145679E+05, 7.256314E+05, 7.368326E+05, 7.481726E+05, 7.596528E+05, 7.712745E+05, 7.830390E+05, 7.949476E+05, 8.070017E+05, 8.192026E+05, 8.315516E+05, 8.440502E+05, 8.566996E+05, 8.695013E+05, 8.824567E+05, 8.955671E+05, 9.088339E+05, 9.222586E+05, 9.358425E+05, 9.495872E+05, 9.634939E+05, 9.775643E+05, 9.917997E+05, 1.006202E+06, 1.020771E+06, 1.035511E+06, 1.050421E+06, 1.065504E+06, 1.080760E+06, 1.096192E+06, 1.111801E+06, 1.127589E+06, 1.143557E+06, 1.159706E+06, 1.176038E+06, 1.192555E+06, 1.209259E+06, 1.226150E+06, 1.243231E+06, 1.260503E+06, 1.277968E+06, 1.295627E+06, 1.313482E+06, 1.331535E+06, 1.349787E+06, 1.368240E+06, 1.386895E+06, 1.405755E+06, 1.424821E+06, 1.444095E+06, 1.463578E+06, 1.483272E+06, 1.503179E+06, 1.523301E+06, 1.543638E+06, 1.564194E+06, 1.584970E+06, 1.605968E+06, 1.627189E+06, 1.648635E+06, 1.670308E+06, 1.692211E+06, 1.714343E+06, 1.736709E+06, 1.759308E+06, 1.782144E+06, 1.805218E+06, 1.828532E+06, 1.852088E+06, 1.875888E+06, 1.899933E+06, 1.924226E+06, 1.948768E+06, 1.973562E+06, 1.998609E+06, 2.023912E+06, 2.049472E+06, 2.075291E+06, 2.101371E+06, 2.127715E+06, 2.154324E+06, 2.181200E+06, 2.208346E+06, 2.235763E+06, 2.263453E+06, 2.291419E+06, 2.319663E+06, 2.348186E+06, 2.376991E+06, 2.406080E+06, 2.435455E+06, 2.465118E+06, 2.495071E+06, 2.525316E+06, 2.555856E+06, 2.586693E+06, 2.617829E+06, 2.649266E+06, 2.681006E+06, 2.713051E+06, 2.745404E+06, 2.778068E+06, 2.811043E+06, 2.844333E+06, 2.877939E+06, 2.911865E+06, 2.946112E+06, 2.980682E+06, 3.015579E+06, 3.050803E+06, 3.086359E+06, 3.122247E+06, 3.158470E+06, 3.195031E+06, 3.231932E+06, 3.269176E+06, 3.306764E+06, 3.344700E+06, 3.382985E+06, 3.421622E+06, 3.460614E+06, 3.499963E+06, 3.539672E+06, 3.579742E+06, 3.620177E+06, 3.660979E+06, 3.702150E+06, 3.743694E+06, 3.785612E+06, 3.827907E+06, 3.870582E+06, 3.913639E+06, 3.957081E+06, 4.000910E+06, 4.045130E+06, 4.089742E+06, 4.134750E+06, 4.180156E+06, 4.225962E+06, 4.272172E+06, 4.318787E+06, 4.365812E+06, 4.413248E+06, 4.461098E+06, 4.509365E+06, 4.558052E+06, 4.607161E+06, 4.656695E+06, 4.706658E+06, 4.757051E+06, 4.807877E+06, 4.859141E+06, 4.910843E+06, 4.962988E+06, 5.015577E+06, 5.068614E+06, 5.122102E+06, 5.176044E+06, 5.230442E+06, 5.285300E+06, 5.340620E+06, 5.396406E+06, 5.452660E+06, 5.509385E+06, 5.566584E+06, 5.624261E+06, 5.682418E+06, 5.741059E+06, 5.800185E+06, 5.859802E+06, 5.919910E+06, 5.980515E+06, 6.041618E+06, 6.103223E+06, 6.165332E+06, 6.227950E+06, 6.291079E+06, 6.354722E+06, 6.418883E+06, 6.483565E+06, 6.548770E+06, 6.614503E+06, 6.680766E+06, 6.747562E+06, 6.814896E+06, 6.882769E+06, 6.951186E+06, 7.020150E+06, 7.089663E+06, 7.159730E+06, 7.230354E+06, 7.301537E+06, 7.373284E+06, 7.445598E+06, 7.518482E+06, 7.591940E+06, 7.665974E+06, 7.740589E+06, 7.815788E+06, 7.891574E+06, 7.967950E+06, 8.044921E+06, 8.122490E+06, 8.200660E+06, 8.279435E+06, 8.358819E+06, 8.438814E+06, 8.519425E+06, 8.600655E+06, 8.682507E+06, 8.764986E+06, 8.848095E+06, 8.931838E+06, 9.016218E+06, 9.101238E+06, 9.186904E+06, 9.273217E+06, 9.360183E+06, 9.447804E+06, 9.536085E+06, 9.625030E+06, 9.714641E+06, 9.804923E+06, 9.895880E+06, 9.987515E+06, 1.007983E+07, 1.017284E+07, 1.026653E+07, 1.036092E+07, 1.045600E+07, 1.055179E+07, 1.064828E+07, 1.074549E+07, 1.084340E+07, ]) # ============================ M = 19, I = 6 ============================ M = 19 I = 6 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 7.756030E+00, 7.117103E+01, 1.416858E+02, 2.122181E+02, 2.827669E+02, 3.533324E+02, 4.239180E+02, 4.945416E+02, 5.652532E+02, 6.361519E+02, 7.073925E+02, 7.791810E+02, 8.517638E+02, 9.254135E+02, 1.000417E+03, 1.077065E+03, 1.155646E+03, 1.236441E+03, 1.319721E+03, 1.405749E+03, 1.494775E+03, 1.587042E+03, 1.682782E+03, 1.782219E+03, 1.885574E+03, 1.993059E+03, 2.104883E+03, 2.221252E+03, 2.342368E+03, 2.468433E+03, 2.599647E+03, 2.736210E+03, 2.878322E+03, 3.026185E+03, 3.180000E+03, 3.339970E+03, 3.506303E+03, 3.679206E+03, 3.858889E+03, 4.045567E+03, 4.239456E+03, 4.440775E+03, 4.649749E+03, 4.866605E+03, 5.091574E+03, 5.324891E+03, 5.566795E+03, 5.817530E+03, 6.077344E+03, 6.346489E+03, 6.625222E+03, 6.913804E+03, 7.212502E+03, 7.521587E+03, 7.841334E+03, 8.172026E+03, 8.513947E+03, 8.867389E+03, 9.232649E+03, 9.610028E+03, 9.999832E+03, 1.040237E+04, 1.081797E+04, 1.124694E+04, 1.168963E+04, 1.214635E+04, 1.261745E+04, 1.310328E+04, 1.360419E+04, 1.412052E+04, 1.465266E+04, 1.520096E+04, 1.576580E+04, 1.634755E+04, 1.694662E+04, 1.756338E+04, 1.819823E+04, 1.885159E+04, 1.952386E+04, 2.021546E+04, 2.092681E+04, 2.165834E+04, 2.241049E+04, 2.318370E+04, 2.397843E+04, 2.479511E+04, 2.563423E+04, 2.649624E+04, 2.738162E+04, 2.829086E+04, 2.922444E+04, 3.018286E+04, 3.116663E+04, 3.217624E+04, 3.321222E+04, 3.427510E+04, 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2.248752E+05, 2.298537E+05, 2.349208E+05, 2.400777E+05, 2.453257E+05, 2.506660E+05, 2.560997E+05, 2.616281E+05, 2.672525E+05, 2.729741E+05, 2.787942E+05, 2.847140E+05, 2.907349E+05, 2.968582E+05, 3.030852E+05, 3.094172E+05, 3.158555E+05, 3.224015E+05, 3.290566E+05, 3.358222E+05, 3.426995E+05, 3.496900E+05, 3.567952E+05, 3.640164E+05, 3.713551E+05, 3.788127E+05, 3.863907E+05, 3.940905E+05, 4.019137E+05, 4.098617E+05, 4.179360E+05, 4.261381E+05, 4.344696E+05, 4.429320E+05, 4.515268E+05, 4.602557E+05, 4.691202E+05, 4.781219E+05, 4.872624E+05, 4.965433E+05, 5.059663E+05, 5.155330E+05, 5.252450E+05, 5.351040E+05, 5.451117E+05, 5.552698E+05, 5.655801E+05, 5.760441E+05, 5.866637E+05, 5.974406E+05, 6.083766E+05, 6.194733E+05, 6.307328E+05, 6.421566E+05, 6.537467E+05, 6.655048E+05, 6.774329E+05, 6.895327E+05, 7.018061E+05, 7.142550E+05, 7.268814E+05, 7.396870E+05, 7.526739E+05, 7.658440E+05, 7.791992E+05, 7.927415E+05, 8.064729E+05, 8.203953E+05, 8.345108E+05, 8.488215E+05, 8.633292E+05, 8.780362E+05, 8.929444E+05, 9.080559E+05, 9.233728E+05, 9.388973E+05, 9.546315E+05, 9.705775E+05, 9.867374E+05, 1.003114E+06, 1.019708E+06, 1.036523E+06, 1.053560E+06, 1.070823E+06, 1.088312E+06, 1.106032E+06, 1.123983E+06, 1.142168E+06, 1.160589E+06, 1.179249E+06, 1.198150E+06, 1.217294E+06, 1.236684E+06, 1.256322E+06, 1.276210E+06, 1.296351E+06, 1.316748E+06, 1.337402E+06, 1.358317E+06, 1.379494E+06, 1.400937E+06, 1.422647E+06, 1.444627E+06, 1.466881E+06, 1.489409E+06, 1.512216E+06, 1.535302E+06, 1.558672E+06, 1.582328E+06, 1.606272E+06, 1.630507E+06, 1.655036E+06, 1.679861E+06, 1.704986E+06, 1.730412E+06, 1.756142E+06, 1.782180E+06, 1.808528E+06, 1.835189E+06, 1.862165E+06, 1.889460E+06, 1.917076E+06, 1.945017E+06, 1.973284E+06, 2.001882E+06, 2.030812E+06, 2.060079E+06, 2.089684E+06, 2.119630E+06, 2.149922E+06, 2.180560E+06, 2.211550E+06, 2.242894E+06, 2.274594E+06, 2.306654E+06, 2.339077E+06, 2.371866E+06, 2.405024E+06, 2.438555E+06, 2.472461E+06, 2.506746E+06, 2.541412E+06, 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6.271325E+06, 6.343805E+06, 6.416958E+06, 6.490788E+06, 6.565302E+06, 6.640502E+06, 6.716395E+06, 6.792984E+06, 6.870276E+06, 6.948274E+06, 7.026983E+06, 7.106409E+06, 7.186556E+06, 7.267429E+06, 7.349034E+06, 7.431375E+06, 7.514457E+06, 7.598286E+06, 7.682866E+06, 7.768202E+06, 7.854301E+06, 7.941166E+06, 8.028803E+06, 8.117217E+06, 8.206414E+06, 8.296398E+06, 8.387175E+06, 8.478750E+06, 8.571129E+06, 8.664316E+06, 8.758318E+06, 8.853139E+06, 8.948786E+06, 9.045262E+06, 9.142575E+06, 9.240729E+06, 9.339729E+06, 9.439582E+06, 9.540293E+06, 9.641868E+06, 9.744311E+06, 9.847630E+06, 9.951828E+06, 1.005691E+07, 1.016289E+07, 1.026976E+07, 1.037754E+07, 1.048623E+07, 1.059583E+07, 1.070635E+07, 1.081780E+07, 1.093018E+07, 1.104350E+07, 1.115776E+07, 1.127298E+07, 1.138915E+07, 1.150628E+07, 1.162438E+07, 1.174346E+07, 1.186351E+07, 1.198455E+07, 1.210659E+07, 1.222962E+07, 1.235366E+07, 1.247871E+07, 1.260477E+07, 1.273186E+07, 1.285998E+07, 1.298914E+07, 1.311934E+07, 1.325059E+07, 1.338290E+07, 1.351626E+07, 1.365070E+07, 1.378620E+07, 1.392280E+07, 1.406048E+07, 1.419925E+07, 1.433912E+07, 1.448010E+07, 1.462220E+07, 1.476542E+07, 1.490976E+07, 1.505524E+07, 1.520186E+07, 1.534963E+07, 1.549855E+07, 1.564864E+07, 1.579989E+07, 1.595232E+07, 1.610593E+07, 1.626073E+07, 1.641673E+07, 1.657393E+07, 1.673234E+07, 1.689196E+07, 1.705281E+07, 1.721490E+07, 1.737822E+07, 1.754279E+07, 1.770861E+07, 1.787569E+07, 1.804404E+07, 1.821366E+07, 1.838456E+07, 1.855676E+07, 1.873025E+07, 1.890504E+07, 1.908115E+07, 1.925858E+07, 1.943733E+07, 1.961742E+07, 1.979885E+07, 1.998162E+07, 2.016576E+07, 2.035126E+07, 2.053813E+07, 2.072638E+07, 2.091602E+07, 2.110705E+07, 2.129949E+07, ]) # ============================ M = 20, I = 1 ============================ M = 20 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.091110E+00, 1.549359E+01, 4.947081E+01, 9.209028E+01, 1.416480E+02, 1.975455E+02, 2.592507E+02, 3.262979E+02, 3.983023E+02, 4.749476E+02, 5.559709E+02, 6.411494E+02, 7.302920E+02, 8.232325E+02, 9.198257E+02, 1.019944E+03, 1.123477E+03, 1.230329E+03, 1.340418E+03, 1.453678E+03, 1.570058E+03, 1.689519E+03, 1.812038E+03, 1.937607E+03, 2.066230E+03, 2.197927E+03, 2.332728E+03, 2.470679E+03, 2.611836E+03, 2.756267E+03, 2.904051E+03, 3.055278E+03, 3.210045E+03, 3.368460E+03, 3.530639E+03, 3.696705E+03, 3.866789E+03, 4.041028E+03, 4.219566E+03, 4.402554E+03, 4.590146E+03, 4.782503E+03, 4.979793E+03, 5.182187E+03, 5.389860E+03, 5.602994E+03, 5.821776E+03, 6.046395E+03, 6.277046E+03, 6.513930E+03, 6.757251E+03, 7.007218E+03, 7.264045E+03, 7.527951E+03, 7.799159E+03, 8.077898E+03, 8.364401E+03, 8.658907E+03, 8.961659E+03, 9.272906E+03, 9.592904E+03, 9.921911E+03, 1.026019E+04, 1.060802E+04, 1.096512E+04, 1.133220E+04, 1.170966E+04, 1.209767E+04, 1.249659E+04, 1.290671E+04, 1.332840E+04, 1.376186E+04, 1.420757E+04, 1.466575E+04, 1.513680E+04, 1.562090E+04, 1.611862E+04, 1.663026E+04, 1.715616E+04, 1.769665E+04, 1.825218E+04, 1.882296E+04, 1.940974E+04, 2.001261E+04, 2.063218E+04, 2.126884E+04, 2.192282E+04, 2.259491E+04, 2.328522E+04, 2.399443E+04, 2.472293E+04, 2.547130E+04, 2.623979E+04, 2.702912E+04, 2.783973E+04, 2.867222E+04, 2.952702E+04, 3.040459E+04, 3.130573E+04, 3.223073E+04, 3.318041E+04, 3.415525E+04, 3.515575E+04, 3.618259E+04, 3.723663E+04, 3.831804E+04, 3.942790E+04, 4.056655E+04, 4.173473E+04, 4.293338E+04, 4.416289E+04, 4.542400E+04, 4.671773E+04, 4.804445E+04, 4.940519E+04, 5.080033E+04, 5.223118E+04, 5.369833E+04, 5.520223E+04, 5.674442E+04, 5.832512E+04, 5.994522E+04, 6.160614E+04, 6.330807E+04, 6.505245E+04, 6.684001E+04, 6.867173E+04, 7.054835E+04, 7.247112E+04, 7.444108E+04, 7.645903E+04, 7.852572E+04, 8.064278E+04, 8.281104E+04, 8.503157E+04, 8.730552E+04, 8.963402E+04, 9.201794E+04, 9.445875E+04, 9.695761E+04, 9.951574E+04, 1.021341E+05, 1.048142E+05, 1.075573E+05, 1.103643E+05, 1.132370E+05, 1.161765E+05, 1.191842E+05, 1.222616E+05, 1.254099E+05, 1.286309E+05, 1.319253E+05, 1.352955E+05, 1.387421E+05, 1.422674E+05, 1.458723E+05, 1.495587E+05, 1.533284E+05, 1.571827E+05, 1.611234E+05, 1.651519E+05, 1.692703E+05, 1.734802E+05, 1.777830E+05, 1.821813E+05, 1.866760E+05, 1.912699E+05, 1.959638E+05, 2.007604E+05, 2.056616E+05, 2.106690E+05, 2.157846E+05, 2.210108E+05, 2.263496E+05, 2.318027E+05, 2.373722E+05, 2.430609E+05, 2.488709E+05, 2.548036E+05, 2.608620E+05, 2.670483E+05, 2.733644E+05, 2.798136E+05, 2.863973E+05, 2.931184E+05, 2.999790E+05, 3.069823E+05, 3.141301E+05, 3.214256E+05, 3.288712E+05, 3.364693E+05, 3.442231E+05, 3.521348E+05, 3.602075E+05, 3.684439E+05, 3.768471E+05, 3.854199E+05, 3.941650E+05, 4.030855E+05, 4.121846E+05, 4.214650E+05, 4.309303E+05, 4.405834E+05, 4.504275E+05, 4.604660E+05, 4.707023E+05, 4.811396E+05, 4.917806E+05, 5.026303E+05, 5.136905E+05, 5.249660E+05, 5.364598E+05, 5.481756E+05, 5.601169E+05, 5.722878E+05, 5.846917E+05, 5.973333E+05, 6.102159E+05, 6.233430E+05, 6.367190E+05, 6.503482E+05, 6.642343E+05, 6.783817E+05, 6.927947E+05, 7.074775E+05, 7.224342E+05, 7.376698E+05, 7.531879E+05, 7.689940E+05, 7.850917E+05, 8.014861E+05, 8.181815E+05, 8.351831E+05, 8.524957E+05, 8.701245E+05, 8.880732E+05, 9.063479E+05, 9.249535E+05, 9.438955E+05, 9.631783E+05, 9.828070E+05, 1.002788E+06, 1.023125E+06, 1.043826E+06, 1.064895E+06, 1.086337E+06, 1.108158E+06, 1.130365E+06, 1.152963E+06, 1.175957E+06, 1.199355E+06, 1.223161E+06, 1.247383E+06, 1.272025E+06, 1.297095E+06, 1.322599E+06, 1.348543E+06, 1.374934E+06, 1.401778E+06, 1.429082E+06, 1.456853E+06, 1.485098E+06, 1.513823E+06, 1.543035E+06, 1.572742E+06, 1.602951E+06, 1.633669E+06, 1.664902E+06, 1.696660E+06, 1.728950E+06, 1.761777E+06, 1.795151E+06, 1.829081E+06, 1.863571E+06, 1.898632E+06, 1.934272E+06, 1.970497E+06, 2.007318E+06, 2.044741E+06, 2.082776E+06, 2.121430E+06, 2.160713E+06, 2.200634E+06, 2.241201E+06, 2.282422E+06, 2.324308E+06, 2.366867E+06, 2.410109E+06, 2.454042E+06, 2.498677E+06, 2.544023E+06, 2.590089E+06, 2.636886E+06, 2.684423E+06, 2.732710E+06, 2.781758E+06, 2.831576E+06, 2.882175E+06, 2.933566E+06, 2.985758E+06, 3.038763E+06, 3.092591E+06, 3.147255E+06, 3.202763E+06, 3.259128E+06, 3.316360E+06, 3.374473E+06, 3.433476E+06, 3.493381E+06, 3.554201E+06, 3.615946E+06, 3.678630E+06, 3.742264E+06, 3.806862E+06, 3.872434E+06, 3.938993E+06, 4.006554E+06, 4.075126E+06, 4.144726E+06, 4.215365E+06, 4.287056E+06, 4.359812E+06, 4.433650E+06, 4.508580E+06, 4.584616E+06, 4.661773E+06, 4.740066E+06, 4.819506E+06, 4.900110E+06, 4.981894E+06, 5.064870E+06, 5.149052E+06, 5.234458E+06, 5.321103E+06, 5.408999E+06, 5.498163E+06, 5.588613E+06, 5.680362E+06, 5.773427E+06, 5.867824E+06, 5.963569E+06, 6.060679E+06, 6.159169E+06, 6.259059E+06, 6.360361E+06, 6.463098E+06, 6.567283E+06, 6.672933E+06, 6.780068E+06, 6.888706E+06, 6.998864E+06, ]) # ============================ M = 20, I = 2 ============================ M = 20 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.519557E+00, 3.782502E+01, 1.041280E+02, 1.896019E+02, 2.906359E+02, 4.051291E+02, 5.316596E+02, 6.691821E+02, 8.168855E+02, 9.741174E+02, 1.140338E+03, 1.315089E+03, 1.497981E+03, 1.688673E+03, 1.886866E+03, 2.092301E+03, 2.304749E+03, 2.524015E+03, 2.749931E+03, 2.982361E+03, 3.221198E+03, 3.466365E+03, 3.717812E+03, 3.975520E+03, 4.239498E+03, 4.509784E+03, 4.786442E+03, 5.069561E+03, 5.359256E+03, 5.655666E+03, 5.958950E+03, 6.269290E+03, 6.586886E+03, 6.911958E+03, 7.244739E+03, 7.585482E+03, 7.934453E+03, 8.291932E+03, 8.658212E+03, 9.033599E+03, 9.418409E+03, 9.812970E+03, 1.021762E+04, 1.063271E+04, 1.105860E+04, 1.149566E+04, 1.194426E+04, 1.240479E+04, 1.287765E+04, 1.336324E+04, 1.386199E+04, 1.437431E+04, 1.490064E+04, 1.544142E+04, 1.599711E+04, 1.656817E+04, 1.715506E+04, 1.775828E+04, 1.837832E+04, 1.901569E+04, 1.967088E+04, 2.034444E+04, 2.103690E+04, 2.174880E+04, 2.248071E+04, 2.323319E+04, 2.400684E+04, 2.480225E+04, 2.562002E+04, 2.646078E+04, 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4.341313E+07, 4.401504E+07, 4.462423E+07, 4.524076E+07, 4.586471E+07, 4.649617E+07, 4.713520E+07, 4.778188E+07, 4.843630E+07, 4.909852E+07, 4.976863E+07, 5.044671E+07, 5.113284E+07, 5.182711E+07, 5.252958E+07, 5.324036E+07, 5.395951E+07, 5.468712E+07, 5.542328E+07, 5.616808E+07, 5.692159E+07, 5.768392E+07, 5.845513E+07, 5.923533E+07, 6.002460E+07, 6.082303E+07, 6.163072E+07, 6.244774E+07, 6.327421E+07, 6.411020E+07, 6.495581E+07, 6.581113E+07, 6.667627E+07, 6.755131E+07, 6.843636E+07, 6.933150E+07, 7.023685E+07, 7.115249E+07, 7.207852E+07, 7.301506E+07, 7.396219E+07, 7.492003E+07, 7.588866E+07, 7.686821E+07, 7.785876E+07, 7.886044E+07, 7.987333E+07, 8.089756E+07, 8.193322E+07, 8.298043E+07, 8.403929E+07, 8.510993E+07, 8.619244E+07, 8.728694E+07, 8.839354E+07, 8.951236E+07, 9.064351E+07, 9.178711E+07, 9.294327E+07, 9.411211E+07, 9.529375E+07, 9.648831E+07, 9.769591E+07, 9.891667E+07, 1.001507E+08, 1.013982E+08, 1.026591E+08, 1.039338E+08, 1.052222E+08, 1.065245E+08, 1.078408E+08, 1.091713E+08, 1.105161E+08, 1.118754E+08, 1.132492E+08, 1.146376E+08, ]) # ============================ M = 20, I = 3 ============================ M = 20 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 7.771648E-01, 1.932880E+01, 5.324128E+01, 9.696334E+01, 1.486468E+02, 2.072166E+02, 2.719452E+02, 3.422976E+02, 4.178588E+02, 4.982949E+02, 5.833296E+02, 6.727294E+02, 7.662937E+02, 8.638484E+02, 9.652412E+02, 1.070339E+03, 1.179024E+03, 1.291198E+03, 1.406774E+03, 1.525683E+03, 1.647869E+03, 1.773294E+03, 1.901931E+03, 2.033772E+03, 2.168821E+03, 2.307097E+03, 2.448633E+03, 2.593474E+03, 2.741680E+03, 2.893320E+03, 3.048479E+03, 3.207246E+03, 3.369726E+03, 3.536030E+03, 3.706278E+03, 3.880600E+03, 4.059131E+03, 4.242015E+03, 4.429401E+03, 4.621447E+03, 4.818313E+03, 5.020168E+03, 5.227185E+03, 5.439542E+03, 5.657424E+03, 5.881019E+03, 6.110520E+03, 6.346125E+03, 6.588037E+03, 6.836465E+03, 7.091620E+03, 7.353720E+03, 7.622987E+03, 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5.954422E+06, 6.051972E+06, 6.150918E+06, 6.251276E+06, 6.353065E+06, 6.456302E+06, 6.561003E+06, 6.667188E+06, 6.774874E+06, 6.884078E+06, 6.994820E+06, 7.107117E+06, 7.220988E+06, 7.336453E+06, 7.453530E+06, 7.572238E+06, 7.692596E+06, 7.814625E+06, 7.938344E+06, 8.063772E+06, 8.190931E+06, 8.319840E+06, 8.450520E+06, 8.582992E+06, 8.717276E+06, 8.853394E+06, 8.991367E+06, 9.131217E+06, 9.272965E+06, 9.416634E+06, 9.562245E+06, 9.709820E+06, 9.859384E+06, 1.001096E+07, 1.016456E+07, 1.032023E+07, 1.047797E+07, 1.063782E+07, 1.079979E+07, 1.096392E+07, 1.113022E+07, 1.129873E+07, 1.146946E+07, 1.164244E+07, 1.181769E+07, 1.199525E+07, 1.217513E+07, 1.235737E+07, 1.254198E+07, 1.272900E+07, 1.291846E+07, 1.311037E+07, 1.330477E+07, 1.350168E+07, 1.370114E+07, 1.390316E+07, 1.410779E+07, 1.431504E+07, 1.452494E+07, 1.473753E+07, 1.495283E+07, 1.517087E+07, 1.539169E+07, 1.561531E+07, 1.584176E+07, 1.607108E+07, 1.630328E+07, 1.653842E+07, 1.677651E+07, 1.701759E+07, 1.726169E+07, 1.750884E+07, 1.775907E+07, 1.801243E+07, 1.826893E+07, 1.852862E+07, 1.879153E+07, 1.905769E+07, 1.932713E+07, 1.959990E+07, 1.987602E+07, 2.015553E+07, 2.043846E+07, 2.072486E+07, 2.101476E+07, 2.130819E+07, 2.160519E+07, 2.190580E+07, 2.221006E+07, 2.251799E+07, 2.282965E+07, 2.314507E+07, 2.346428E+07, 2.378733E+07, 2.411426E+07, 2.444510E+07, 2.477990E+07, 2.511869E+07, 2.546152E+07, 2.580842E+07, 2.615944E+07, 2.651463E+07, 2.687401E+07, 2.723764E+07, 2.760556E+07, 2.797780E+07, 2.835442E+07, 2.873546E+07, 2.912096E+07, 2.951096E+07, 2.990551E+07, 3.030466E+07, 3.070845E+07, 3.111692E+07, 3.153013E+07, 3.194812E+07, 3.237094E+07, 3.279863E+07, 3.323124E+07, 3.366882E+07, 3.411143E+07, 3.455910E+07, 3.501188E+07, 3.546984E+07, 3.593301E+07, 3.640145E+07, 3.687521E+07, 3.735434E+07, 3.783889E+07, 3.832892E+07, 3.882447E+07, 3.932560E+07, 3.983237E+07, 4.034482E+07, 4.086302E+07, 4.138701E+07, 4.191685E+07, 4.245260E+07, 4.299432E+07, 4.354205E+07, 4.409586E+07, 4.465580E+07, 4.522194E+07, 4.579432E+07, 4.637302E+07, 4.695808E+07, 4.754957E+07, 4.814755E+07, 4.875207E+07, 4.936321E+07, 4.998101E+07, 5.060555E+07, 5.123688E+07, 5.187508E+07, 5.252019E+07, 5.317228E+07, 5.383143E+07, 5.449769E+07, 5.517113E+07, 5.585182E+07, 5.653982E+07, 5.723520E+07, 5.793802E+07, 5.864835E+07, ]) # ============================ M = 21, I = 1 ============================ M = 21 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 3.980795E+00, 1.181810E+02, 3.303703E+02, 6.045991E+02, 9.291006E+02, 1.297053E+03, 1.703849E+03, 2.146102E+03, 2.621196E+03, 3.127032E+03, 3.661905E+03, 4.224417E+03, 4.813442E+03, 5.428090E+03, 6.067686E+03, 6.731751E+03, 7.419983E+03, 8.132235E+03, 8.868498E+03, 9.628884E+03, 1.041361E+04, 1.122298E+04, 1.205737E+04, 1.291723E+04, 1.380307E+04, 1.471544E+04, 1.565492E+04, 1.662215E+04, 1.761778E+04, 1.864248E+04, 1.969697E+04, 2.078197E+04, 2.189821E+04, 2.304644E+04, 2.422742E+04, 2.544194E+04, 2.669077E+04, 2.797470E+04, 2.929454E+04, 3.065108E+04, 3.204514E+04, 3.347754E+04, 3.494911E+04, 3.646067E+04, 3.801305E+04, 3.960711E+04, 4.124368E+04, 4.292363E+04, 4.464780E+04, 4.641707E+04, 4.823229E+04, 5.009436E+04, 5.200416E+04, 5.396257E+04, 5.597049E+04, 5.802883E+04, 6.013850E+04, 6.230042E+04, 6.451551E+04, 6.678472E+04, 6.910899E+04, 7.148926E+04, 7.392650E+04, 7.642168E+04, 7.897577E+04, 8.158977E+04, 8.426467E+04, 8.700148E+04, 8.980122E+04, 9.266490E+04, 9.559357E+04, 9.858828E+04, 1.016501E+05, 1.047800E+05, 1.079792E+05, 1.112487E+05, 1.145896E+05, 1.180030E+05, 1.214901E+05, 1.250519E+05, 1.286896E+05, 1.324045E+05, 1.361975E+05, 1.400699E+05, 1.440229E+05, 1.480577E+05, 1.521755E+05, 1.563775E+05, 1.606649E+05, 1.650390E+05, 1.695010E+05, 1.740522E+05, 1.786939E+05, 1.834273E+05, 1.882538E+05, 1.931747E+05, 1.981912E+05, 2.033048E+05, 2.085168E+05, 2.138284E+05, 2.192412E+05, 2.247565E+05, 2.303756E+05, 2.361000E+05, 2.419312E+05, 2.478704E+05, 2.539193E+05, 2.600791E+05, 2.663515E+05, 2.727379E+05, 2.792397E+05, 2.858585E+05, 2.925958E+05, 2.994531E+05, 3.064319E+05, 3.135339E+05, 3.207606E+05, 3.281135E+05, 3.355943E+05, 3.432045E+05, 3.509458E+05, 3.588198E+05, 3.668282E+05, 3.749725E+05, 3.832545E+05, 3.916759E+05, 4.002382E+05, 4.089434E+05, 4.177930E+05, 4.267888E+05, 4.359325E+05, 4.452259E+05, 4.546708E+05, 4.642689E+05, 4.740221E+05, 4.839321E+05, 4.940008E+05, 5.042300E+05, 5.146216E+05, 5.251774E+05, 5.358992E+05, 5.467891E+05, 5.578489E+05, 5.690805E+05, 5.804858E+05, 5.920667E+05, 6.038253E+05, 6.157635E+05, 6.278833E+05, 6.401867E+05, 6.526756E+05, 6.653522E+05, 6.782183E+05, 6.912762E+05, 7.045279E+05, 7.179754E+05, 7.316208E+05, 7.454662E+05, 7.595138E+05, 7.737657E+05, 7.882240E+05, 8.028909E+05, 8.177686E+05, 8.328593E+05, 8.481651E+05, 8.636882E+05, 8.794310E+05, 8.953956E+05, 9.115844E+05, 9.279995E+05, 9.446433E+05, 9.615181E+05, 9.786261E+05, 9.959698E+05, 1.013551E+06, 1.031373E+06, 1.049438E+06, 1.067748E+06, 1.086305E+06, 1.105112E+06, 1.124172E+06, 1.143486E+06, 1.163057E+06, 1.182888E+06, 1.202982E+06, 1.223340E+06, 1.243965E+06, 1.264860E+06, 1.286028E+06, 1.307470E+06, 1.329190E+06, 1.351190E+06, 1.373472E+06, 1.396040E+06, 1.418895E+06, 1.442042E+06, 1.465481E+06, 1.489216E+06, 1.513250E+06, 1.537586E+06, 1.562225E+06, 1.587171E+06, 1.612427E+06, 1.637995E+06, 1.663878E+06, 1.690079E+06, 1.716601E+06, 1.743446E+06, 1.770618E+06, 1.798119E+06, 1.825953E+06, 1.854121E+06, 1.882628E+06, 1.911475E+06, 1.940666E+06, 1.970204E+06, 2.000092E+06, 2.030333E+06, 2.060929E+06, 2.091884E+06, 2.123202E+06, 2.154884E+06, 2.186934E+06, 2.219355E+06, 2.252150E+06, 2.285323E+06, 2.318876E+06, 2.352813E+06, 2.387136E+06, 2.421849E+06, 2.456956E+06, 2.492459E+06, 2.528361E+06, 2.564666E+06, 2.601378E+06, 2.638498E+06, 2.676031E+06, 2.713981E+06, 2.752349E+06, 2.791140E+06, 2.830358E+06, 2.870004E+06, 2.910084E+06, 2.950599E+06, 2.991555E+06, 3.032953E+06, 3.074798E+06, 3.117092E+06, 3.159841E+06, 3.203046E+06, 3.246712E+06, 3.290842E+06, 3.335440E+06, 3.380508E+06, 3.426052E+06, 3.472074E+06, 3.518578E+06, 3.565568E+06, 3.613047E+06, 3.661019E+06, 3.709488E+06, 3.758458E+06, 3.807931E+06, 3.857913E+06, 3.908406E+06, 3.959415E+06, 4.010943E+06, 4.062994E+06, 4.115572E+06, 4.168680E+06, 4.222324E+06, 4.276506E+06, 4.331230E+06, 4.386501E+06, 4.442322E+06, 4.498698E+06, 4.555631E+06, 4.613127E+06, 4.671189E+06, 4.729822E+06, 4.789028E+06, 4.848813E+06, 4.909181E+06, 4.970135E+06, 5.031679E+06, 5.093819E+06, 5.156557E+06, 5.219899E+06, 5.283848E+06, 5.348408E+06, 5.413584E+06, 5.479380E+06, 5.545800E+06, 5.612849E+06, 5.680531E+06, 5.748850E+06, 5.817810E+06, 5.887416E+06, 5.957672E+06, 6.028582E+06, 6.100152E+06, 6.172385E+06, 6.245286E+06, 6.318859E+06, 6.393109E+06, 6.468040E+06, 6.543657E+06, 6.619964E+06, 6.696966E+06, 6.774668E+06, 6.853073E+06, 6.932187E+06, 7.012015E+06, 7.092560E+06, 7.173828E+06, 7.255823E+06, 7.338550E+06, 7.422013E+06, 7.506218E+06, 7.591169E+06, 7.676872E+06, 7.763329E+06, 7.850548E+06, 7.938531E+06, 8.027285E+06, 8.116814E+06, 8.207123E+06, 8.298217E+06, 8.390101E+06, 8.482780E+06, 8.576258E+06, 8.670541E+06, 8.765634E+06, 8.861541E+06, 8.958268E+06, 9.055820E+06, 9.154202E+06, 9.253419E+06, 9.353477E+06, 9.454379E+06, 9.556132E+06, 9.658741E+06, 9.762210E+06, 9.866546E+06, 9.971753E+06, 1.007784E+07, 1.018480E+07, 1.029265E+07, 1.040140E+07, 1.051104E+07, 1.062159E+07, 1.073304E+07, 1.084541E+07, 1.095870E+07, 1.107291E+07, 1.118805E+07, 1.130413E+07, 1.142115E+07, 1.153912E+07, 1.165803E+07, 1.177791E+07, 1.189875E+07, 1.202056E+07, 1.214334E+07, 1.226710E+07, 1.239185E+07, 1.251759E+07, 1.264433E+07, 1.277207E+07, 1.290082E+07, 1.303059E+07, 1.316137E+07, 1.329318E+07, 1.342602E+07, 1.355990E+07, 1.369483E+07, 1.383080E+07, 1.396783E+07, 1.410592E+07, 1.424507E+07, 1.438530E+07, 1.452661E+07, 1.466901E+07, 1.481249E+07, 1.495708E+07, 1.510276E+07, 1.524956E+07, 1.539747E+07, 1.554650E+07, 1.569666E+07, 1.584795E+07, 1.600039E+07, 1.615397E+07, 1.630870E+07, 1.646459E+07, 1.662165E+07, 1.677988E+07, 1.693928E+07, 1.709988E+07, 1.726166E+07, 1.742463E+07, 1.758882E+07, 1.775420E+07, 1.792081E+07, 1.808864E+07, 1.825770E+07, 1.842799E+07, 1.859953E+07, 1.877231E+07, 1.894635E+07, 1.912165E+07, 1.929822E+07, 1.947607E+07, 1.965519E+07, 1.983561E+07, 2.001732E+07, 2.020033E+07, 2.038465E+07, 2.057029E+07, 2.075724E+07, 2.094553E+07, 2.113515E+07, 2.132612E+07, 2.151843E+07, 2.171210E+07, 2.190714E+07, 2.210354E+07, 2.230133E+07, 2.250049E+07, 2.270105E+07, 2.290301E+07, 2.310637E+07, 2.331114E+07, 2.351733E+07, 2.372495E+07, 2.393401E+07, 2.414450E+07, 2.435644E+07, 2.456984E+07, 2.478470E+07, 2.500103E+07, 2.521884E+07, 2.543813E+07, 2.565891E+07, 2.588120E+07, 2.610498E+07, 2.633029E+07, 2.655711E+07, 2.678546E+07, 2.701535E+07, 2.724678E+07, 2.747977E+07, 2.771431E+07, 2.795042E+07, 2.818810E+07, 2.842736E+07, 2.866822E+07, 2.891066E+07, 2.915472E+07, 2.940038E+07, 2.964767E+07, 2.989658E+07, 3.014713E+07, 3.039932E+07, 3.065316E+07, 3.090866E+07, 3.116582E+07, 3.142466E+07, 3.168518E+07, 3.194740E+07, 3.221131E+07, 3.247692E+07, 3.274425E+07, 3.301330E+07, 3.328409E+07, 3.355661E+07, 3.383087E+07, 3.410689E+07, 3.438468E+07, 3.466423E+07, 3.494556E+07, 3.522868E+07, 3.551359E+07, 3.580031E+07, 3.608884E+07, 3.637919E+07, 3.667136E+07, 3.696538E+07, 3.726124E+07, 3.755895E+07, 3.785852E+07, 3.815996E+07, 3.846328E+07, 3.876849E+07, 3.907560E+07, 3.938461E+07, 3.969553E+07, 4.000837E+07, 4.032314E+07, 4.063985E+07, 4.095851E+07, ]) # ============================ M = 21, I = 2 ============================ M = 21 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 4.057442E+00, 1.202269E+02, 3.361583E+02, 6.152332E+02, 9.454744E+02, 1.319938E+03, 1.733935E+03, 2.184019E+03, 2.667526E+03, 3.182321E+03, 3.726667E+03, 4.299144E+03, 4.898603E+03, 5.524140E+03, 6.175067E+03, 6.850898E+03, 7.551324E+03, 8.276195E+03, 9.025504E+03, 9.799363E+03, 1.059799E+04, 1.142170E+04, 1.227088E+04, 1.314598E+04, 1.404752E+04, 1.497605E+04, 1.593218E+04, 1.691655E+04, 1.792982E+04, 1.897269E+04, 2.004587E+04, 2.115009E+04, 2.228611E+04, 2.345469E+04, 2.465660E+04, 2.589264E+04, 2.716360E+04, 2.847029E+04, 2.981351E+04, 3.119410E+04, 3.261287E+04, 3.407065E+04, 3.556830E+04, 3.710664E+04, 3.868654E+04, 4.030885E+04, 4.197443E+04, 4.368415E+04, 4.543888E+04, 4.723950E+04, 4.908690E+04, 5.098197E+04, 5.292561E+04, 5.491873E+04, 5.696224E+04, 5.905706E+04, 6.120411E+04, 6.340435E+04, 6.565870E+04, 6.796813E+04, 7.033358E+04, 7.275604E+04, 7.523648E+04, 7.777588E+04, 8.037524E+04, 8.303557E+04, 8.575788E+04, 8.854320E+04, 9.139255E+04, 9.430699E+04, 9.728757E+04, 1.003354E+05, 1.034514E+05, 1.066368E+05, 1.098927E+05, 1.132201E+05, 1.166202E+05, 1.200942E+05, 1.236430E+05, 1.272680E+05, 1.309702E+05, 1.347509E+05, 1.386111E+05, 1.425522E+05, 1.465753E+05, 1.506816E+05, 1.548723E+05, 1.591488E+05, 1.635122E+05, 1.679638E+05, 1.725049E+05, 1.771368E+05, 1.818607E+05, 1.866781E+05, 1.915901E+05, 1.965982E+05, 2.017036E+05, 2.069079E+05, 2.122122E+05, 2.176180E+05, 2.231267E+05, 2.287398E+05, 2.344585E+05, 2.402844E+05, 2.462189E+05, 2.522634E+05, 2.584194E+05, 2.646885E+05, 2.710720E+05, 2.775716E+05, 2.841886E+05, 2.909247E+05, 2.977814E+05, 3.047603E+05, 3.118628E+05, 3.190907E+05, 3.264455E+05, 3.339287E+05, 3.415421E+05, 3.492872E+05, 3.571657E+05, 3.651793E+05, 3.733296E+05, 3.816183E+05, 3.900471E+05, 3.986177E+05, 4.073318E+05, 4.161912E+05, 4.251977E+05, 4.343529E+05, 4.436587E+05, 4.531169E+05, 4.627291E+05, 4.724974E+05, 4.824234E+05, 4.925091E+05, 5.027563E+05, 5.131668E+05, 5.237426E+05, 5.344854E+05, 5.453974E+05, 5.564803E+05, 5.677361E+05, 5.791667E+05, 5.907742E+05, 6.025604E+05, 6.145274E+05, 6.266772E+05, 6.390118E+05, 6.515333E+05, 6.642436E+05, 6.771448E+05, 6.902391E+05, 7.035284E+05, 7.170149E+05, 7.307008E+05, 7.445881E+05, 7.586789E+05, 7.729755E+05, 7.874800E+05, 8.021946E+05, 8.171215E+05, 8.322629E+05, 8.476210E+05, 8.631981E+05, 8.789964E+05, 8.950182E+05, 9.112658E+05, 9.277415E+05, 9.444476E+05, 9.613864E+05, 9.785602E+05, 9.959715E+05, 1.013623E+06, 1.031516E+06, 1.049654E+06, 1.068039E+06, 1.086673E+06, 1.105559E+06, 1.124700E+06, 1.144097E+06, 1.163753E+06, 1.183672E+06, 1.203854E+06, 1.224304E+06, 1.245023E+06, 1.266014E+06, 1.287279E+06, 1.308822E+06, 1.330644E+06, 1.352749E+06, 1.375139E+06, 1.397816E+06, 1.420784E+06, 1.444045E+06, 1.467601E+06, 1.491456E+06, 1.515612E+06, 1.540072E+06, 1.564839E+06, 1.589915E+06, 1.615303E+06, 1.641006E+06, 1.667028E+06, 1.693370E+06, 1.720035E+06, 1.747027E+06, 1.774348E+06, 1.802002E+06, 1.829990E+06, 1.858317E+06, 1.886985E+06, 1.915997E+06, 1.945355E+06, 1.975064E+06, 2.005126E+06, 2.035543E+06, 2.066320E+06, 2.097459E+06, 2.128963E+06, 2.160835E+06, 2.193079E+06, 2.225697E+06, 2.258693E+06, 2.292069E+06, 2.325830E+06, 2.359978E+06, 2.394516E+06, 2.429448E+06, 2.464776E+06, 2.500505E+06, 2.536637E+06, 2.573176E+06, 2.610125E+06, 2.647487E+06, 2.685265E+06, 2.723464E+06, 2.762086E+06, 2.801134E+06, 2.840613E+06, 2.880526E+06, 2.920875E+06, 2.961665E+06, 3.002899E+06, 3.044580E+06, 3.086712E+06, 3.129298E+06, 3.172343E+06, 3.215849E+06, 3.259820E+06, 3.304260E+06, 3.349172E+06, 3.394560E+06, 3.440428E+06, 3.486779E+06, 3.533617E+06, 3.580945E+06, 3.628768E+06, 3.677089E+06, 3.725911E+06, 3.775239E+06, 3.825077E+06, 3.875427E+06, 3.926295E+06, 3.977683E+06, 4.029596E+06, 4.082037E+06, 4.135011E+06, 4.188521E+06, 4.242571E+06, 4.297165E+06, 4.352308E+06, 4.408002E+06, 4.464253E+06, 4.521063E+06, 4.578438E+06, 4.636381E+06, 4.694896E+06, 4.753987E+06, 4.813658E+06, 4.873915E+06, 4.934759E+06, 4.996197E+06, 5.058231E+06, 5.120867E+06, 5.184108E+06, 5.247958E+06, 5.312423E+06, 5.377505E+06, 5.443210E+06, 5.509541E+06, 5.576504E+06, 5.644101E+06, 5.712338E+06, 5.781220E+06, 5.850749E+06, 5.920932E+06, 5.991772E+06, 6.063273E+06, 6.135441E+06, 6.208279E+06, 6.281792E+06, 6.355986E+06, 6.430863E+06, 6.506429E+06, 6.582688E+06, 6.659645E+06, 6.737305E+06, 6.815672E+06, 6.894751E+06, 6.974546E+06, 7.055063E+06, 7.136305E+06, 7.218278E+06, 7.300986E+06, 7.384435E+06, 7.468628E+06, 7.553571E+06, 7.639269E+06, 7.725726E+06, 7.812947E+06, 7.900937E+06, 7.989702E+06, 8.079245E+06, 8.169572E+06, 8.260688E+06, 8.352598E+06, 8.445307E+06, 8.538819E+06, 8.633140E+06, 8.728276E+06, 8.824230E+06, 8.921008E+06, 9.018616E+06, 9.117057E+06, 9.216339E+06, 9.316465E+06, 9.417440E+06, 9.519271E+06, 9.621962E+06, 9.725519E+06, 9.829946E+06, 9.935250E+06, 1.004144E+07, 1.014851E+07, 1.025647E+07, 1.036533E+07, 1.047510E+07, 1.058577E+07, 1.069735E+07, 1.080986E+07, 1.092329E+07, 1.103765E+07, 1.115294E+07, 1.126918E+07, 1.138636E+07, 1.150450E+07, 1.162360E+07, 1.174365E+07, 1.186468E+07, 1.198668E+07, 1.210966E+07, 1.223363E+07, 1.235859E+07, 1.248454E+07, 1.261150E+07, 1.273948E+07, 1.286846E+07, 1.299846E+07, 1.312950E+07, 1.326156E+07, 1.339466E+07, 1.352881E+07, 1.366401E+07, 1.380026E+07, 1.393758E+07, 1.407596E+07, 1.421542E+07, 1.435595E+07, 1.449758E+07, 1.464029E+07, 1.478410E+07, 1.492902E+07, 1.507505E+07, 1.522220E+07, 1.537047E+07, 1.551986E+07, 1.567040E+07, 1.582207E+07, 1.597489E+07, 1.612887E+07, 1.628400E+07, 1.644031E+07, 1.659778E+07, 1.675644E+07, 1.691628E+07, 1.707731E+07, 1.723954E+07, 1.740298E+07, 1.756763E+07, 1.773350E+07, 1.790059E+07, 1.806891E+07, 1.823847E+07, 1.840927E+07, 1.858133E+07, 1.875464E+07, 1.892922E+07, 1.910506E+07, 1.928219E+07, 1.946060E+07, 1.964030E+07, 1.982129E+07, 2.000360E+07, 2.018721E+07, 2.037214E+07, 2.055840E+07, 2.074598E+07, 2.093491E+07, 2.112518E+07, 2.131680E+07, 2.150979E+07, 2.170414E+07, 2.189986E+07, 2.209697E+07, 2.229546E+07, 2.249534E+07, 2.269663E+07, 2.289933E+07, 2.310344E+07, 2.330898E+07, 2.351594E+07, 2.372435E+07, 2.393420E+07, 2.414550E+07, 2.435825E+07, 2.457248E+07, 2.478818E+07, 2.500536E+07, 2.522403E+07, 2.544419E+07, 2.566586E+07, 2.588904E+07, 2.611374E+07, 2.633996E+07, 2.656772E+07, 2.679701E+07, 2.702786E+07, 2.726026E+07, 2.749422E+07, 2.772976E+07, 2.796687E+07, 2.820557E+07, 2.844586E+07, 2.868776E+07, 2.893126E+07, 2.917638E+07, 2.942313E+07, 2.967151E+07, 2.992153E+07, 3.017320E+07, 3.042652E+07, 3.068151E+07, 3.093817E+07, 3.119651E+07, 3.145654E+07, 3.171826E+07, 3.198169E+07, 3.224683E+07, 3.251369E+07, 3.278228E+07, 3.305260E+07, 3.332467E+07, 3.359849E+07, 3.387407E+07, 3.415142E+07, 3.443055E+07, 3.471146E+07, 3.499417E+07, 3.527868E+07, 3.556500E+07, 3.585314E+07, 3.614310E+07, 3.643490E+07, 3.672854E+07, 3.702404E+07, 3.732139E+07, 3.762062E+07, 3.792172E+07, 3.822471E+07, 3.852959E+07, 3.883638E+07, 3.914508E+07, 3.945570E+07, 3.976825E+07, 4.008273E+07, 4.039916E+07, 4.071755E+07, 4.103790E+07, 4.136023E+07, 4.168454E+07, ]) # ============================ M = 22, I = 1 ============================ M = 22 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[9] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 6.029370E+00, 1.732193E+01, 3.298562E+01, 4.869230E+01, 6.440722E+01, 8.012577E+01, 9.584644E+01, 1.115686E+02, 1.272919E+02, 1.430162E+02, 1.587414E+02, 1.744673E+02, 1.901941E+02, 2.059216E+02, 2.216498E+02, 2.373787E+02, 2.531083E+02, 2.688385E+02, 2.845695E+02, 3.003011E+02, 3.160334E+02, 3.317664E+02, 3.475000E+02, 3.632343E+02, 3.789694E+02, 3.947052E+02, 4.104418E+02, 4.261794E+02, 4.419180E+02, 4.576577E+02, 4.733988E+02, 4.891415E+02, 5.048860E+02, 5.206327E+02, 5.363820E+02, 5.521343E+02, 5.678901E+02, 5.836501E+02, 5.994148E+02, 6.151849E+02, 6.309613E+02, 6.467448E+02, 6.625362E+02, 6.783365E+02, 6.941467E+02, 7.099679E+02, 7.258012E+02, 7.416477E+02, 7.575086E+02, 7.733853E+02, 7.892788E+02, 8.051907E+02, 8.211221E+02, 8.370745E+02, 8.530492E+02, 8.690475E+02, 8.850710E+02, 9.011209E+02, 9.171988E+02, 9.333060E+02, 9.494439E+02, 9.656139E+02, 9.818175E+02, 9.980560E+02, 1.014331E+03, 1.030643E+03, 1.046995E+03, 1.063387E+03, 1.079820E+03, 1.096297E+03, 1.112818E+03, 1.129385E+03, 1.145998E+03, 1.162659E+03, 1.179370E+03, 1.196131E+03, 1.212943E+03, 1.229809E+03, 1.246728E+03, 1.263702E+03, 1.280732E+03, 1.297819E+03, 1.314964E+03, 1.332168E+03, 1.349432E+03, 1.366757E+03, 1.384144E+03, 1.401593E+03, 1.419107E+03, 1.436684E+03, 1.454327E+03, 1.472037E+03, 1.489813E+03, 1.507657E+03, 1.525569E+03, 1.543550E+03, 1.561602E+03, 1.579724E+03, 1.597917E+03, 1.616183E+03, 1.634520E+03, 1.652932E+03, 1.671416E+03, 1.689976E+03, 1.708610E+03, 1.727320E+03, 1.746106E+03, 1.764969E+03, 1.783909E+03, 1.802926E+03, 1.822022E+03, 1.841196E+03, 1.860449E+03, 1.879782E+03, 1.899195E+03, 1.918688E+03, 1.938262E+03, 1.957917E+03, 1.977654E+03, 1.997473E+03, 2.017374E+03, 2.037358E+03, 2.057425E+03, 2.077575E+03, 2.097810E+03, 2.118128E+03, 2.138531E+03, 2.159018E+03, 2.179590E+03, 2.200248E+03, 2.220991E+03, 2.241821E+03, 2.262736E+03, 2.283738E+03, 2.304826E+03, 2.326001E+03, 2.347264E+03, 2.368614E+03, 2.390051E+03, 2.411576E+03, 2.433189E+03, 2.454891E+03, 2.476681E+03, 2.498560E+03, 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3.633531E+04, 3.639784E+04, 3.646039E+04, 3.652296E+04, 3.658554E+04, 3.664814E+04, 3.671075E+04, 3.677337E+04, 3.683601E+04, 3.689867E+04, 3.696134E+04, 3.702402E+04, 3.708672E+04, 3.714943E+04, 3.721216E+04, 3.727490E+04, 3.733766E+04, 3.740043E+04, 3.746321E+04, 3.752601E+04, 3.758882E+04, 3.765165E+04, 3.771449E+04, 3.777734E+04, 3.784021E+04, 3.790309E+04, 3.796598E+04, 3.802889E+04, 3.809181E+04, 3.815474E+04, 3.821769E+04, 3.828064E+04, 3.834362E+04, 3.840660E+04, 3.846960E+04, 3.853261E+04, 3.859563E+04, 3.865867E+04, 3.872172E+04, 3.878478E+04, 3.884785E+04, 3.891094E+04, 3.897404E+04, 3.903715E+04, 3.910027E+04, 3.916340E+04, 3.922655E+04, ]) # ============================ M = 22, I = 2 ============================ M = 22 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[9] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 6.071020E+00, 2.379651E+01, 4.541678E+01, 6.707875E+01, 8.875137E+01, 1.104287E+02, 1.321089E+02, 1.537910E+02, 1.754746E+02, 1.971596E+02, 2.188458E+02, 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4.496943E+04, 4.505381E+04, 4.513823E+04, 4.522267E+04, 4.530714E+04, 4.539163E+04, 4.547615E+04, 4.556069E+04, 4.564526E+04, 4.572986E+04, 4.581448E+04, 4.589912E+04, 4.598379E+04, 4.606849E+04, 4.615320E+04, 4.623795E+04, 4.632272E+04, 4.640751E+04, 4.649233E+04, 4.657717E+04, 4.666203E+04, 4.674692E+04, 4.683183E+04, 4.691677E+04, 4.700173E+04, 4.708671E+04, 4.717172E+04, 4.725675E+04, 4.734180E+04, 4.742688E+04, 4.751197E+04, 4.759709E+04, 4.768224E+04, 4.776740E+04, 4.785259E+04, 4.793780E+04, 4.802304E+04, 4.810829E+04, 4.819357E+04, 4.827887E+04, 4.836419E+04, 4.844953E+04, 4.853489E+04, 4.862028E+04, 4.870568E+04, 4.879111E+04, 4.887656E+04, 4.896203E+04, 4.904752E+04, 4.913303E+04, 4.921856E+04, 4.930411E+04, 4.938969E+04, 4.947528E+04, 4.956089E+04, 4.964653E+04, 4.973218E+04, 4.981785E+04, 4.990354E+04, 4.998926E+04, 5.007499E+04, 5.016074E+04, 5.024651E+04, 5.033230E+04, 5.041811E+04, 5.050394E+04, 5.058978E+04, 5.067565E+04, 5.076153E+04, 5.084744E+04, 5.093336E+04, 5.101930E+04, 5.110526E+04, 5.119123E+04, 5.127723E+04, 5.136324E+04, 5.144927E+04, 5.153532E+04, 5.162139E+04, 5.170747E+04, 5.179357E+04, 5.187969E+04, 5.196583E+04, 5.205198E+04, 5.213815E+04, 5.222434E+04, 5.231054E+04, 5.239676E+04, 5.248300E+04, 5.256926E+04, 5.265553E+04, 5.274182E+04, 5.282812E+04, 5.291444E+04, 5.300078E+04, 5.308713E+04, 5.317350E+04, 5.325988E+04, 5.334628E+04, 5.343270E+04, 5.351913E+04, 5.360557E+04, 5.369204E+04, 5.377851E+04, 5.386501E+04, 5.395151E+04, 5.403804E+04, 5.412457E+04, 5.421113E+04, ]) # ============================ M = 22, I = 3 ============================ #M = 22 #I = 3 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[9] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 1.042930E+00, 8.183250E+00, 1.565169E+01, 2.312931E+01, 3.061038E+01, 3.809298E+01, # 4.557650E+01, 5.306067E+01, 6.054536E+01, 6.803050E+01, 7.551604E+01, 8.300195E+01, # 9.048823E+01, 9.797485E+01, 1.054618E+02, 1.129491E+02, 1.204367E+02, 1.279246E+02, # 1.354129E+02, 1.429015E+02, 1.503903E+02, 1.578795E+02, 1.653691E+02, 1.728590E+02, # 1.803492E+02, 1.878398E+02, 1.953309E+02, 2.028224E+02, 2.103145E+02, 2.178073E+02, # 2.253008E+02, 2.327952E+02, 2.402907E+02, 2.477875E+02, 2.552858E+02, 2.627859E+02, # 2.702880E+02, 2.777926E+02, 2.852999E+02, 2.928104E+02, 3.003246E+02, 3.078428E+02, # 3.153656E+02, 3.228934E+02, 3.304270E+02, 3.379668E+02, 3.455134E+02, 3.530674E+02, # 3.606296E+02, 3.682005E+02, 3.757809E+02, 3.833713E+02, 3.909726E+02, 3.985854E+02, # 4.062104E+02, 4.138483E+02, 4.214999E+02, 4.291659E+02, 4.368470E+02, 4.445439E+02, # 4.522573E+02, 4.599880E+02, 4.677366E+02, 4.755038E+02, 4.832903E+02, 4.910969E+02, # 4.989241E+02, 5.067727E+02, 5.146432E+02, 5.225364E+02, 5.304529E+02, 5.383932E+02, # 5.463581E+02, 5.543480E+02, 5.623636E+02, 5.704054E+02, 5.784740E+02, 5.865700E+02, # 5.946939E+02, 6.028461E+02, 6.110273E+02, 6.192378E+02, 6.274783E+02, 6.357491E+02, # 6.440507E+02, 6.523836E+02, 6.607482E+02, 6.691450E+02, 6.775743E+02, 6.860365E+02, # 6.945321E+02, 7.030614E+02, 7.116249E+02, 7.202227E+02, 7.288554E+02, 7.375233E+02, # 7.462266E+02, 7.549658E+02, 7.637410E+02, 7.725528E+02, 7.814012E+02, 7.902867E+02, # 7.992095E+02, 8.081698E+02, 8.171680E+02, 8.262043E+02, 8.352790E+02, 8.443922E+02, # 8.535443E+02, 8.627355E+02, 8.719660E+02, 8.812359E+02, 8.905456E+02, 8.998952E+02, # 9.092849E+02, 9.187150E+02, 9.281856E+02, 9.376968E+02, 9.472490E+02, 9.568422E+02, # 9.664766E+02, 9.761523E+02, 9.858697E+02, 9.956287E+02, 1.005430E+03, 1.015272E+03, # 1.025157E+03, 1.035085E+03, 1.045054E+03, 1.055067E+03, 1.065122E+03, 1.075219E+03, # 1.085360E+03, 1.095543E+03, 1.105770E+03, 1.116040E+03, 1.126354E+03, 1.136710E+03, # 1.147111E+03, 1.157555E+03, 1.168043E+03, 1.178574E+03, 1.189150E+03, 1.199769E+03, # 1.210433E+03, 1.221141E+03, 1.231893E+03, 1.242690E+03, 1.253530E+03, 1.264416E+03, # 1.275346E+03, 1.286320E+03, 1.297340E+03, 1.308404E+03, 1.319512E+03, 1.330666E+03, # 1.341865E+03, 1.353108E+03, 1.364397E+03, 1.375731E+03, 1.387110E+03, 1.398534E+03, # 1.410003E+03, 1.421517E+03, 1.433077E+03, 1.444682E+03, 1.456333E+03, 1.468029E+03, # 1.479771E+03, 1.491558E+03, 1.503390E+03, 1.515268E+03, 1.527192E+03, 1.539161E+03, # 1.551176E+03, 1.563237E+03, 1.575343E+03, 1.587495E+03, 1.599692E+03, 1.611936E+03, # 1.624225E+03, 1.636560E+03, 1.648941E+03, 1.661367E+03, 1.673840E+03, 1.686358E+03, # 1.698922E+03, 1.711532E+03, 1.724188E+03, 1.736889E+03, 1.749637E+03, 1.762430E+03, # 1.775269E+03, 1.788154E+03, 1.801085E+03, 1.814062E+03, 1.827085E+03, 1.840153E+03, # 1.853267E+03, 1.866428E+03, 1.879634E+03, 1.892885E+03, 1.906183E+03, 1.919527E+03, # 1.932916E+03, 1.946351E+03, 1.959832E+03, 1.973358E+03, 1.986931E+03, 2.000549E+03, # 2.014212E+03, 2.027922E+03, 2.041677E+03, 2.055478E+03, 2.069324E+03, 2.083216E+03, # 2.097154E+03, 2.111137E+03, 2.125166E+03, 2.139240E+03, 2.153359E+03, 2.167525E+03, # 2.181735E+03, 2.195991E+03, 2.210292E+03, 2.224639E+03, 2.239031E+03, 2.253468E+03, # 2.267951E+03, 2.282478E+03, 2.297051E+03, 2.311669E+03, 2.326332E+03, 2.341041E+03, # 2.355794E+03, 2.370592E+03, 2.385435E+03, 2.400323E+03, 2.415256E+03, 2.430234E+03, # 2.445256E+03, 2.460324E+03, 2.475436E+03, 2.490592E+03, 2.505794E+03, 2.521039E+03, # 2.536330E+03, 2.551665E+03, 2.567044E+03, 2.582467E+03, 2.597935E+03, 2.613448E+03, # 2.629004E+03, 2.644605E+03, 2.660250E+03, 2.675939E+03, 2.691671E+03, 2.707448E+03, # 2.723269E+03, 2.739134E+03, 2.755043E+03, 2.770995E+03, 2.786991E+03, 2.803031E+03, # 2.819114E+03, 2.835241E+03, 2.851411E+03, 2.867625E+03, 2.883882E+03, 2.900182E+03, # 2.916526E+03, 2.932913E+03, 2.949343E+03, 2.965816E+03, 2.982332E+03, 2.998891E+03, # 3.015493E+03, 3.032138E+03, 3.048826E+03, 3.065556E+03, 3.082329E+03, 3.099144E+03, # 3.116002E+03, 3.132903E+03, 3.149846E+03, 3.166831E+03, 3.183859E+03, 3.200928E+03, # 3.218040E+03, 3.235194E+03, 3.252390E+03, 3.269628E+03, 3.286907E+03, 3.304229E+03, # 3.321592E+03, 3.338997E+03, 3.356443E+03, 3.373931E+03, 3.391461E+03, 3.409031E+03, # 3.426643E+03, 3.444297E+03, 3.461991E+03, 3.479727E+03, 3.497504E+03, 3.515321E+03, # 3.533180E+03, 3.551079E+03, 3.569019E+03, 3.587000E+03, 3.605021E+03, 3.623083E+03, # 3.641186E+03, 3.659328E+03, 3.677511E+03, 3.695735E+03, 3.713998E+03, 3.732301E+03, # 3.750645E+03, 3.769028E+03, 3.787452E+03, 3.805915E+03, 3.824418E+03, 3.842960E+03, # 3.861542E+03, 3.880164E+03, 3.898825E+03, 3.917525E+03, 3.936265E+03, 3.955043E+03, # 3.973861E+03, 3.992718E+03, 4.011614E+03, 4.030549E+03, 4.049522E+03, 4.068534E+03, # 4.087585E+03, 4.106675E+03, 4.125803E+03, 4.144969E+03, 4.164174E+03, 4.183417E+03, # 4.202698E+03, 4.222017E+03, 4.241375E+03, 4.260770E+03, 4.280203E+03, 4.299674E+03, # 4.319182E+03, 4.338729E+03, 4.358312E+03, 4.377934E+03, 4.397592E+03, 4.417288E+03, # 4.437021E+03, 4.456792E+03, 4.476599E+03, 4.496444E+03, 4.516325E+03, 4.536243E+03, # 4.556198E+03, 4.576190E+03, 4.596218E+03, 4.616283E+03, 4.636384E+03, 4.656521E+03, # 4.676695E+03, 4.696905E+03, 4.717151E+03, 4.737433E+03, 4.757752E+03, 4.778106E+03, # 4.798495E+03, 4.818921E+03, 4.839382E+03, 4.859879E+03, 4.880411E+03, 4.900978E+03, # 4.921581E+03, 4.942219E+03, 4.962892E+03, 4.983601E+03, 5.004344E+03, 5.025122E+03, # 5.045935E+03, 5.066783E+03, 5.087665E+03, 5.108582E+03, 5.129534E+03, 5.150520E+03, # 5.171540E+03, 5.192595E+03, 5.213683E+03, 5.234806E+03, 5.255963E+03, 5.277154E+03, # 5.298378E+03, 5.319636E+03, 5.340928E+03, 5.362254E+03, 5.383613E+03, 5.405006E+03, # 5.426432E+03, 5.447891E+03, 5.469384E+03, 5.490909E+03, 5.512468E+03, 5.534059E+03, # 5.555684E+03, 5.577341E+03, 5.599031E+03, 5.620754E+03, 5.642509E+03, 5.664296E+03, # 5.686116E+03, 5.707969E+03, 5.729853E+03, 5.751770E+03, 5.773719E+03, 5.795699E+03, # 5.817712E+03, 5.839756E+03, 5.861833E+03, 5.883941E+03, 5.906080E+03, 5.928251E+03, # 5.950453E+03, 5.972687E+03, 5.994952E+03, 6.017248E+03, 6.039576E+03, 6.061934E+03, # 6.084323E+03, 6.106743E+03, 6.129194E+03, 6.151676E+03, 6.174188E+03, 6.196730E+03, # 6.219304E+03, 6.241907E+03, 6.264541E+03, 6.287205E+03, 6.309899E+03, 6.332623E+03, # 6.355378E+03, 6.378162E+03, 6.400976E+03, 6.423819E+03, 6.446693E+03, 6.469596E+03, # 6.492528E+03, 6.515490E+03, 6.538481E+03, 6.561502E+03, 6.584551E+03, 6.607630E+03, # 6.630738E+03, 6.653874E+03, 6.677040E+03, 6.700234E+03, 6.723457E+03, 6.746709E+03, # 6.769989E+03, 6.793298E+03, 6.816635E+03, 6.840000E+03, 6.863394E+03, 6.886816E+03, # 6.910266E+03, 6.933744E+03, 6.957250E+03, 6.980783E+03, 7.004345E+03, 7.027934E+03, # 7.051551E+03, 7.075195E+03, 7.098867E+03, 7.122566E+03, 7.146292E+03, 7.170046E+03, # 7.193827E+03, 7.217635E+03, 7.241469E+03, 7.265331E+03, 7.289220E+03, 7.313135E+03, # 7.337077E+03, 7.361046E+03, 7.385041E+03, 7.409063E+03, 7.433111E+03, 7.457185E+03, # 7.481286E+03, 7.505413E+03, 7.529565E+03, 7.553744E+03, 7.577949E+03, 7.602179E+03, # 7.626436E+03, 7.650718E+03, 7.675025E+03, 7.699359E+03, 7.723717E+03, 7.748101E+03, # 7.772511E+03, 7.796946E+03, 7.821405E+03, 7.845890E+03, 7.870400E+03, 7.894935E+03, # 7.919495E+03, 7.944079E+03, 7.968689E+03, 7.993322E+03, 8.017981E+03, 8.042664E+03, # 8.067371E+03, 8.092103E+03, 8.116859E+03, 8.141639E+03, 8.166444E+03, 8.191272E+03, # 8.216125E+03, 8.241001E+03, 8.265901E+03, 8.290825E+03, 8.315773E+03, 8.340744E+03, # 8.365739E+03, 8.390757E+03, 8.415798E+03, 8.440863E+03, 8.465952E+03, 8.491063E+03, # 8.516198E+03, 8.541355E+03, 8.566536E+03, 8.591739E+03, 8.616965E+03, 8.642214E+03, # 8.667486E+03, 8.692780E+03, 8.718097E+03, 8.743436E+03, 8.768798E+03, 8.794182E+03, # 8.819588E+03, 8.845017E+03, 8.870467E+03, 8.895940E+03, 8.921434E+03, 8.946951E+03, # 8.972489E+03, 8.998049E+03, 9.023631E+03, 9.049234E+03, 9.074859E+03, 9.100506E+03, # 9.126174E+03, 9.151863E+03, 9.177573E+03, 9.203305E+03, 9.229058E+03, 9.254832E+03, # 9.280626E+03, 9.306442E+03, 9.332279E+03, 9.358136E+03, 9.384014E+03, 9.409913E+03, # 9.435833E+03, 9.461773E+03, 9.487733E+03, 9.513714E+03, 9.539715E+03, 9.565736E+03, # 9.591778E+03, 9.617839E+03, 9.643921E+03, 9.670023E+03, 9.696144E+03, 9.722286E+03, # 9.748447E+03, 9.774628E+03, 9.800828E+03, 9.827048E+03, 9.853288E+03, 9.879547E+03, # 9.905826E+03, 9.932123E+03, 9.958440E+03, 9.984777E+03, 1.001113E+04, 1.003751E+04, # 1.006390E+04, 1.009031E+04, 1.011674E+04, 1.014319E+04, 1.016966E+04, 1.019615E+04, # 1.022266E+04, 1.024918E+04, 1.027572E+04, 1.030228E+04, 1.032886E+04, 1.035546E+04, # 1.038208E+04, 1.040871E+04, 1.043536E+04, 1.046204E+04, 1.048872E+04, 1.051543E+04, # 1.054215E+04, 1.056890E+04, 1.059566E+04, 1.062243E+04, 1.064923E+04, 1.067604E+04, # 1.070287E+04, 1.072972E+04, 1.075658E+04, 1.078346E+04, 1.081036E+04, 1.083728E+04, # 1.086421E+04, 1.089116E+04, 1.091813E+04, 1.094511E+04, 1.097212E+04, 1.099913E+04, # 1.102617E+04, 1.105322E+04, 1.108029E+04, 1.110737E+04, 1.113447E+04, 1.116159E+04, # 1.118872E+04, 1.121587E+04, 1.124304E+04, 1.127022E+04, 1.129742E+04, 1.132464E+04, # 1.135187E+04, 1.137911E+04, 1.140637E+04, 1.143365E+04, 1.146095E+04, 1.148826E+04, # 1.151558E+04, 1.154292E+04, 1.157028E+04, 1.159765E+04, 1.162504E+04, 1.165244E+04, # 1.167986E+04, 1.170729E+04, 1.173474E+04, 1.176220E+04, 1.178968E+04, 1.181718E+04, # 1.184468E+04, 1.187221E+04, 1.189975E+04, 1.192730E+04, 1.195487E+04, 1.198245E+04, # 1.201005E+04, 1.203766E+04, 1.206528E+04, 1.209292E+04, 1.212058E+04, 1.214825E+04, # 1.217593E+04, 1.220363E+04, 1.223134E+04, 1.225907E+04, 1.228681E+04, 1.231456E+04, # 1.234233E+04, 1.237011E+04, 1.239791E+04, 1.242572E+04, 1.245354E+04, 1.248138E+04, # 1.250923E+04, 1.253709E+04, 1.256497E+04, 1.259286E+04, 1.262077E+04, 1.264868E+04, # 1.267661E+04, 1.270456E+04, 1.273252E+04, 1.276049E+04, 1.278847E+04, 1.281647E+04, # 1.284448E+04, 1.287250E+04, 1.290054E+04, 1.292858E+04, 1.295665E+04, 1.298472E+04, # 1.301281E+04, 1.304091E+04, 1.306902E+04, 1.309714E+04, 1.312528E+04, 1.315343E+04, # 1.318159E+04, 1.320976E+04, 1.323795E+04, 1.326615E+04, 1.329436E+04, 1.332258E+04, # 1.335081E+04, 1.337906E+04, 1.340732E+04, 1.343559E+04, 1.346387E+04, 1.349217E+04, # 1.352047E+04, 1.354879E+04, 1.357712E+04, 1.360546E+04, 1.363381E+04, 1.366218E+04, # 1.369055E+04, 1.371894E+04, 1.374734E+04, 1.377574E+04, 1.380417E+04, 1.383260E+04, # 1.386104E+04, 1.388949E+04, 1.391796E+04, 1.394644E+04, 1.397492E+04, 1.400342E+04, # 1.403193E+04, 1.406045E+04, 1.408898E+04, 1.411752E+04, 1.414607E+04, 1.417464E+04, # 1.420321E+04, 1.423179E+04, 1.426039E+04, 1.428899E+04, 1.431761E+04, 1.434623E+04, # 1.437487E+04, 1.440351E+04, 1.443217E+04, 1.446084E+04, 1.448951E+04, 1.451820E+04, # 1.454690E+04, 1.457560E+04, 1.460432E+04, 1.463304E+04, 1.466178E+04, 1.469053E+04, # 1.471928E+04, 1.474805E+04, 1.477682E+04, 1.480561E+04, 1.483440E+04, 1.486321E+04, # 1.489202E+04, 1.492084E+04, 1.494968E+04, 1.497852E+04, 1.500737E+04, 1.503623E+04, # 1.506510E+04, 1.509398E+04, 1.512287E+04, 1.515176E+04, 1.518067E+04, 1.520958E+04, # 1.523851E+04, 1.526744E+04, 1.529638E+04, 1.532533E+04, 1.535429E+04, 1.538326E+04, # 1.541224E+04, 1.544122E+04, 1.547022E+04, 1.549922E+04, 1.552823E+04, 1.555725E+04, # 1.558628E+04, 1.561532E+04, 1.564436E+04, 1.567342E+04, 1.570248E+04, 1.573155E+04, # 1.576063E+04, 1.578971E+04, 1.581881E+04, 1.584791E+04, 1.587702E+04, 1.590614E+04, # 1.593527E+04, 1.596440E+04, 1.599354E+04, 1.602269E+04, 1.605185E+04, 1.608102E+04, # 1.611019E+04, 1.613937E+04, 1.616856E+04, 1.619776E+04, 1.622697E+04, 1.625618E+04, # 1.628540E+04, 1.631462E+04, 1.634386E+04, 1.637310E+04, 1.640235E+04, 1.643161E+04, # 1.646087E+04, 1.649014E+04, 1.651942E+04, 1.654870E+04, 1.657800E+04, 1.660729E+04, # 1.663660E+04, 1.666591E+04, 1.669524E+04, 1.672456E+04, 1.675390E+04, 1.678324E+04, # 1.681259E+04, 1.684194E+04, 1.687130E+04, 1.690067E+04, 1.693005E+04, 1.695943E+04, # 1.698882E+04, 1.701821E+04, 1.704761E+04, 1.707702E+04, 1.710643E+04, 1.713585E+04, # 1.716528E+04, 1.719471E+04, 1.722415E+04, 1.725360E+04, 1.728305E+04, 1.731251E+04, # 1.734197E+04, 1.737144E+04, 1.740092E+04, 1.743040E+04, 1.745989E+04, 1.748939E+04, # 1.751889E+04, 1.754840E+04, 1.757791E+04, 1.760743E+04, 1.763695E+04, 1.766648E+04, # 1.769602E+04, 1.772556E+04, 1.775510E+04, 1.778466E+04, 1.781422E+04, 1.784378E+04, # 1.787335E+04, 1.790292E+04, 1.793250E+04, 1.796209E+04, 1.799168E+04, 1.802128E+04, # 1.805088E+04, 1.808049E+04, 1.811010E+04, 1.813972E+04, 1.816934E+04, 1.819897E+04, # 1.822860E+04, 1.825824E+04, 1.828789E+04, 1.831754E+04, 1.834719E+04, 1.837685E+04, # 1.840651E+04, 1.843618E+04, 1.846585E+04, 1.849553E+04, 1.852522E+04, 1.855490E+04, # 1.858460E+04, 1.861429E+04, 1.864400E+04, 1.867370E+04, 1.870342E+04, 1.873313E+04, # 1.876285E+04, #]) # ============================ M = 23, I = 1 ============================ M = 23 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 6.255910E+00, 3.030021E+01, 5.846743E+01, 8.666632E+01, 1.148737E+02, 1.430850E+02, 1.712988E+02, 1.995147E+02, 2.277330E+02, 2.559561E+02, 2.841901E+02, 3.124467E+02, 3.407448E+02, 3.691113E+02, 3.975806E+02, 4.261940E+02, 4.549981E+02, 4.840436E+02, 5.133834E+02, 5.430716E+02, 5.731623E+02, 6.037087E+02, 6.347625E+02, 6.663738E+02, 6.985902E+02, 7.314574E+02, 7.650186E+02, 7.993152E+02, 8.343861E+02, 8.702687E+02, 9.069982E+02, 9.446087E+02, 9.831325E+02, 1.022601E+03, 1.063044E+03, 1.104490E+03, 1.146969E+03, 1.190507E+03, 1.235132E+03, 1.280869E+03, 1.327747E+03, 1.375789E+03, 1.425022E+03, 1.475471E+03, 1.527162E+03, 1.580120E+03, 1.634371E+03, 1.689939E+03, 1.746850E+03, 1.805130E+03, 1.864805E+03, 1.925900E+03, 1.988442E+03, 2.052457E+03, 2.117972E+03, 2.185013E+03, 2.253608E+03, 2.323784E+03, 2.395569E+03, 2.468990E+03, 2.544078E+03, 2.620859E+03, 2.699363E+03, 2.779620E+03, 2.861660E+03, 2.945511E+03, 3.031206E+03, 3.118775E+03, 3.208249E+03, 3.299660E+03, 3.393039E+03, 3.488420E+03, 3.585834E+03, 3.685316E+03, 3.786899E+03, 3.890617E+03, 3.996503E+03, 4.104594E+03, 4.214924E+03, 4.327528E+03, 4.442444E+03, 4.559706E+03, 4.679352E+03, 4.801420E+03, 4.925946E+03, 5.052970E+03, 5.182528E+03, 5.314661E+03, 5.449407E+03, 5.586807E+03, 5.726899E+03, 5.869726E+03, 6.015328E+03, 6.163745E+03, 6.315021E+03, 6.469197E+03, 6.626316E+03, 6.786421E+03, 6.949556E+03, 7.115764E+03, 7.285090E+03, 7.462934E+03, 7.644438E+03, 7.829368E+03, 8.017771E+03, 8.209700E+03, 8.405197E+03, 8.604317E+03, 8.807106E+03, 9.013616E+03, 9.223898E+03, 9.437998E+03, 9.655973E+03, 9.877874E+03, 1.010375E+04, 1.033366E+04, 1.056765E+04, 1.080577E+04, 1.104809E+04, 1.129466E+04, 1.154553E+04, 1.180075E+04, 1.206039E+04, 1.232450E+04, 1.259313E+04, 1.286636E+04, 1.314422E+04, 1.342679E+04, 1.371412E+04, 1.400627E+04, 1.430330E+04, 1.460527E+04, 1.491225E+04, 1.522429E+04, 1.554147E+04, 1.586383E+04, 1.619144E+04, 1.652437E+04, 1.686268E+04, 1.720645E+04, 1.755572E+04, 1.791056E+04, 1.827106E+04, 1.863726E+04, 1.900924E+04, 1.938706E+04, 1.977081E+04, 2.016053E+04, 2.055631E+04, 2.095821E+04, 2.136630E+04, 2.178066E+04, 2.220136E+04, 2.262846E+04, 2.306204E+04, 2.350218E+04, 2.394895E+04, 2.440241E+04, 2.486265E+04, 2.532975E+04, 2.580377E+04, 2.628481E+04, 2.677291E+04, 2.726818E+04, 2.777069E+04, 2.828052E+04, 2.879773E+04, 2.932242E+04, 2.985468E+04, 3.039456E+04, 3.094216E+04, 3.149756E+04, 3.206084E+04, 3.263209E+04, 3.321139E+04, 3.379881E+04, 3.439446E+04, 3.499841E+04, 3.561075E+04, 3.623156E+04, 3.686094E+04, 3.749896E+04, 3.814573E+04, 3.880131E+04, 3.946582E+04, 4.013933E+04, 4.082193E+04, 4.151373E+04, 4.221480E+04, 4.292525E+04, 4.364516E+04, 4.437462E+04, 4.511375E+04, 4.586260E+04, 4.662130E+04, 4.738994E+04, 4.816861E+04, 4.895742E+04, 4.975646E+04, 5.056580E+04, 5.138558E+04, 5.221588E+04, 5.305681E+04, 5.390845E+04, 5.477092E+04, 5.564432E+04, 5.652873E+04, 5.742429E+04, 5.833107E+04, 5.924920E+04, 6.017876E+04, 6.111988E+04, 6.207265E+04, 6.303717E+04, 6.401357E+04, 6.500193E+04, 6.600238E+04, 6.701501E+04, 6.803996E+04, 6.907732E+04, 7.012718E+04, 7.118969E+04, 7.226494E+04, 7.335304E+04, 7.445411E+04, 7.556827E+04, 7.669563E+04, 7.783629E+04, 7.899039E+04, 8.015801E+04, 8.133932E+04, 8.253439E+04, 8.374336E+04, 8.496635E+04, 8.620347E+04, 8.745484E+04, 8.872059E+04, 9.000083E+04, 9.129568E+04, 9.260529E+04, 9.392974E+04, 9.526917E+04, 9.662374E+04, 9.799352E+04, 9.937866E+04, 1.007793E+05, 1.021955E+05, 1.036275E+05, 1.050753E+05, 1.065392E+05, 1.080191E+05, 1.095154E+05, 1.110280E+05, 1.125571E+05, 1.141028E+05, 1.156654E+05, 1.172448E+05, 1.188413E+05, 1.204550E+05, 1.220860E+05, 1.237344E+05, 1.254005E+05, 1.270842E+05, 1.287858E+05, 1.305054E+05, 1.322431E+05, 1.339991E+05, 1.357736E+05, 1.375665E+05, 1.393782E+05, 1.412087E+05, 1.430582E+05, 1.449268E+05, 1.468147E+05, 1.487220E+05, 1.506488E+05, 1.525953E+05, 1.545617E+05, 1.565481E+05, 1.585546E+05, 1.605814E+05, 1.626286E+05, 1.646964E+05, 1.667849E+05, 1.688944E+05, 1.710248E+05, 1.731765E+05, 1.753495E+05, 1.775439E+05, 1.797600E+05, 1.819979E+05, 1.842578E+05, 1.865398E+05, 1.888440E+05, 1.911707E+05, 1.935199E+05, 1.958919E+05, 1.982867E+05, 2.007047E+05, 2.031458E+05, 2.056102E+05, 2.080983E+05, 2.106100E+05, 2.131455E+05, 2.157051E+05, 2.182889E+05, 2.208970E+05, 2.235296E+05, 2.261869E+05, 2.288691E+05, 2.315762E+05, 2.343085E+05, 2.370662E+05, 2.398493E+05, 2.426582E+05, 2.454929E+05, 2.483535E+05, 2.512404E+05, 2.541537E+05, 2.570935E+05, 2.600599E+05, 2.630532E+05, 2.660736E+05, 2.691212E+05, 2.721962E+05, 2.752988E+05, 2.784291E+05, 2.815874E+05, 2.847737E+05, 2.879883E+05, 2.912314E+05, 2.945031E+05, 2.978036E+05, 3.011331E+05, 3.044918E+05, 3.078799E+05, 3.112975E+05, 3.147447E+05, 3.182219E+05, 3.217292E+05, 3.252667E+05, 3.288348E+05, 3.324334E+05, 3.360629E+05, 3.397233E+05, 3.434150E+05, 3.471381E+05, 3.508926E+05, 3.546790E+05, 3.584974E+05, 3.623478E+05, ]) # ============================ M = 23, I = 2 ============================ M = 23 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.256912E+01, 6.203839E+01, 1.198179E+02, 1.776591E+02, 2.355169E+02, 2.933826E+02, 3.512532E+02, 4.091279E+02, 4.670077E+02, 5.248974E+02, 5.828098E+02, 6.407694E+02, 6.988156E+02, 7.570040E+02, 8.154062E+02, 8.741077E+02, 9.332049E+02, 9.928024E+02, 1.053010E+03, 1.113938E+03, 1.175699E+03, 1.238403E+03, 1.302157E+03, 1.367062E+03, 1.433218E+03, 1.500720E+03, 1.569655E+03, 1.640110E+03, 1.712166E+03, 1.785898E+03, 1.861382E+03, 1.938686E+03, 2.017879E+03, 2.099024E+03, 2.182186E+03, 2.267424E+03, 2.354797E+03, 2.444363E+03, 2.536179E+03, 2.630300E+03, 2.726782E+03, 2.825678E+03, 2.927041E+03, 3.030927E+03, 3.137388E+03, 3.246478E+03, 3.358249E+03, 3.472756E+03, 3.590052E+03, 3.710191E+03, 3.833228E+03, 3.959216E+03, 4.088213E+03, 4.220272E+03, 4.355451E+03, 4.493805E+03, 4.635393E+03, 4.780272E+03, 4.928501E+03, 5.080139E+03, 5.235245E+03, 5.393882E+03, 5.556109E+03, 5.721989E+03, 5.891584E+03, 6.064959E+03, 6.242178E+03, 6.423305E+03, 6.608407E+03, 6.797551E+03, 6.990802E+03, 7.188231E+03, 7.389906E+03, 7.595897E+03, 7.806274E+03, 8.021110E+03, 8.240476E+03, 8.464446E+03, 8.693093E+03, 8.926493E+03, 9.164721E+03, 9.407853E+03, 9.655968E+03, 9.909143E+03, 1.016746E+04, 1.043099E+04, 1.069982E+04, 1.097404E+04, 1.125372E+04, 1.153894E+04, 1.182980E+04, 1.212637E+04, 1.242875E+04, 1.273701E+04, 1.305125E+04, 1.337156E+04, 1.369802E+04, 1.403073E+04, 1.436977E+04, 1.471524E+04, 1.506723E+04, 1.544104E+04, 1.581858E+04, 1.620329E+04, 1.659528E+04, 1.699465E+04, 1.740150E+04, 1.781594E+04, 1.823806E+04, 1.866798E+04, 1.910581E+04, 1.955164E+04, 2.000560E+04, 2.046778E+04, 2.093831E+04, 2.141729E+04, 2.190483E+04, 2.240105E+04, 2.290607E+04, 2.342000E+04, 2.394295E+04, 2.447505E+04, 2.501642E+04, 2.556717E+04, 2.612743E+04, 2.669731E+04, 2.727695E+04, 2.786646E+04, 2.846597E+04, 2.907562E+04, 2.969552E+04, 3.032581E+04, 3.096661E+04, 3.161806E+04, 3.228030E+04, 3.295343E+04, 3.363762E+04, 3.433299E+04, 3.503967E+04, 3.575782E+04, 3.648755E+04, 3.722902E+04, 3.798238E+04, 3.874774E+04, 3.952527E+04, 4.031510E+04, 4.111738E+04, 4.193226E+04, 4.275989E+04, 4.360041E+04, 4.445397E+04, 4.532073E+04, 4.620085E+04, 4.709445E+04, 4.800173E+04, 4.892280E+04, 4.985785E+04, 5.080703E+04, 5.177049E+04, 5.274841E+04, 5.374092E+04, 5.474821E+04, 5.577045E+04, 5.680777E+04, 5.786038E+04, 5.892842E+04, 6.001205E+04, 6.111146E+04, 6.222683E+04, 6.335832E+04, 6.450609E+04, 6.567033E+04, 6.685123E+04, 6.804893E+04, 6.926364E+04, 7.049552E+04, 7.174476E+04, 7.301155E+04, 7.429607E+04, 7.559851E+04, 7.691903E+04, 7.825783E+04, 7.961513E+04, 8.099106E+04, 8.238587E+04, 8.379971E+04, 8.523279E+04, 8.668532E+04, 8.815748E+04, 8.964944E+04, 9.116146E+04, 9.269367E+04, 9.424635E+04, 9.581962E+04, 9.741373E+04, 9.902889E+04, 1.006653E+05, 1.023232E+05, 1.040027E+05, 1.057040E+05, 1.074275E+05, 1.091733E+05, 1.109415E+05, 1.127325E+05, 1.145465E+05, 1.163836E+05, 1.182440E+05, 1.201281E+05, 1.220360E+05, 1.239679E+05, 1.259241E+05, 1.279048E+05, 1.299102E+05, 1.319406E+05, 1.339961E+05, 1.360770E+05, 1.381836E+05, 1.403161E+05, 1.424746E+05, 1.446595E+05, 1.468710E+05, 1.491093E+05, 1.513747E+05, 1.536674E+05, 1.559876E+05, 1.583356E+05, 1.607117E+05, 1.631160E+05, 1.655489E+05, 1.680105E+05, 1.705012E+05, 1.730212E+05, 1.755707E+05, 1.781500E+05, 1.807593E+05, 1.833990E+05, 1.860692E+05, 1.887702E+05, 1.915024E+05, 1.942658E+05, 1.970610E+05, 1.998879E+05, 2.027471E+05, 2.056386E+05, 2.085628E+05, 2.115200E+05, 2.145104E+05, 2.175344E+05, 2.205921E+05, 2.236838E+05, 2.268099E+05, 2.299706E+05, 2.331663E+05, 2.363970E+05, 2.396632E+05, 2.429652E+05, 2.463032E+05, 2.496775E+05, 2.530885E+05, 2.565363E+05, 2.600213E+05, 2.635438E+05, 2.671041E+05, 2.707024E+05, 2.743392E+05, 2.780146E+05, 2.817289E+05, 2.854825E+05, 2.892757E+05, 2.931087E+05, 2.969820E+05, 3.008957E+05, 3.048502E+05, 3.088458E+05, 3.128829E+05, 3.169616E+05, 3.210824E+05, 3.252455E+05, 3.294513E+05, 3.337001E+05, 3.379922E+05, 3.423279E+05, 3.467075E+05, 3.511314E+05, 3.556000E+05, 3.601134E+05, 3.646721E+05, 3.692763E+05, 3.739265E+05, 3.786228E+05, 3.833658E+05, 3.881556E+05, 3.929927E+05, 3.978773E+05, 4.028098E+05, 4.077906E+05, 4.128199E+05, 4.178982E+05, 4.230257E+05, 4.282029E+05, 4.334300E+05, 4.387075E+05, 4.440355E+05, 4.494145E+05, 4.548450E+05, 4.603270E+05, 4.658613E+05, 4.714479E+05, 4.770871E+05, 4.827796E+05, 4.885256E+05, 4.943252E+05, 5.001793E+05, 5.060878E+05, 5.120512E+05, 5.180700E+05, 5.241444E+05, 5.302749E+05, 5.364618E+05, 5.427052E+05, 5.490060E+05, 5.553642E+05, 5.617803E+05, 5.682546E+05, 5.747876E+05, 5.813797E+05, 5.880310E+05, 5.947421E+05, 6.015134E+05, 6.083451E+05, 6.152380E+05, 6.221920E+05, 6.292077E+05, 6.362855E+05, 6.434256E+05, 6.506287E+05, 6.578952E+05, 6.652251E+05, 6.726192E+05, 6.800774E+05, 6.876007E+05, 6.951892E+05, 7.028432E+05, 7.105633E+05, 7.183499E+05, 7.262031E+05, 7.341236E+05, 7.421119E+05, 7.501680E+05, 7.582926E+05, 7.664860E+05, ]) # ============================ M = 23, I = 3 ============================ M = 23 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 4.705510E+00, 2.076356E+01, 4.011176E+01, 5.948433E+01, 7.886627E+01, 9.825473E+01, 1.176487E+02, 1.370479E+02, 1.564527E+02, 1.758646E+02, 1.952881E+02, 2.147311E+02, 2.342069E+02, 2.537341E+02, 2.733368E+02, 2.930436E+02, 3.128870E+02, 3.329024E+02, 3.531270E+02, 3.735989E+02, 3.943565E+02, 4.154380E+02, 4.368808E+02, 4.587215E+02, 4.809954E+02, 5.037367E+02, 5.269788E+02, 5.507533E+02, 5.750913E+02, 6.000224E+02, 6.255753E+02, 6.517782E+02, 6.786581E+02, 7.062413E+02, 7.345535E+02, 7.636201E+02, 7.934654E+02, 8.241137E+02, 8.555889E+02, 8.879144E+02, 9.211128E+02, 9.552075E+02, 9.902210E+02, 1.026176E+03, 1.063094E+03, 1.100997E+03, 1.139909E+03, 1.179849E+03, 1.220842E+03, 1.262907E+03, 1.306069E+03, 1.350347E+03, 1.395765E+03, 1.442344E+03, 1.490107E+03, 1.539076E+03, 1.589273E+03, 1.640721E+03, 1.693442E+03, 1.747459E+03, 1.802795E+03, 1.859474E+03, 1.917518E+03, 1.976950E+03, 2.037796E+03, 2.100078E+03, 2.163821E+03, 2.229049E+03, 2.295788E+03, 2.364060E+03, 2.433892E+03, 2.505309E+03, 2.578337E+03, 2.653001E+03, 2.729329E+03, 2.807344E+03, 2.887077E+03, 2.968551E+03, 3.051796E+03, 3.136839E+03, 3.223707E+03, 3.312429E+03, 3.403033E+03, 3.495548E+03, 3.590003E+03, 3.686428E+03, 3.784852E+03, 3.885304E+03, 3.987816E+03, 4.092418E+03, 4.199140E+03, 4.308016E+03, 4.419076E+03, 4.532350E+03, 4.647874E+03, 4.765678E+03, 4.885797E+03, 5.008261E+03, 5.133106E+03, 5.260367E+03, 5.390076E+03, 5.522268E+03, 5.656980E+03, 5.794245E+03, 5.934099E+03, 6.076579E+03, 6.221720E+03, 6.369560E+03, 6.520136E+03, 6.673485E+03, 6.829645E+03, 6.988653E+03, 7.150549E+03, 7.315370E+03, 7.483158E+03, 7.653950E+03, 7.827786E+03, 8.004708E+03, 8.184755E+03, 8.367969E+03, 8.554390E+03, 8.744063E+03, 8.937025E+03, 9.133324E+03, 9.332999E+03, 9.536096E+03, 9.742652E+03, 9.952720E+03, 1.016634E+04, 1.038355E+04, 1.060441E+04, 1.082895E+04, 1.105723E+04, 1.128929E+04, 1.152517E+04, 1.176492E+04, 1.200860E+04, 1.225624E+04, 1.250790E+04, 1.276362E+04, 1.302346E+04, 1.328745E+04, 1.355567E+04, 1.382814E+04, 1.410492E+04, 1.438607E+04, 1.467163E+04, 1.496166E+04, 1.525621E+04, 1.555533E+04, 1.585907E+04, 1.616749E+04, 1.648063E+04, 1.679856E+04, 1.712133E+04, 1.744900E+04, 1.778161E+04, 1.811922E+04, 1.846190E+04, 1.880969E+04, 1.916266E+04, 1.952085E+04, 1.988433E+04, 2.025316E+04, 2.062740E+04, 2.100710E+04, 2.139232E+04, 2.178312E+04, 2.217957E+04, 2.258171E+04, 2.298962E+04, 2.340336E+04, 2.382298E+04, 2.424856E+04, 2.468014E+04, 2.511780E+04, 2.556160E+04, 2.601160E+04, 2.646787E+04, 2.693046E+04, 2.739946E+04, 2.787491E+04, 2.835689E+04, 2.884547E+04, 2.934071E+04, 2.984268E+04, 3.035144E+04, 3.086706E+04, 3.138963E+04, 3.191919E+04, 3.245582E+04, 3.299960E+04, 3.355059E+04, 3.410885E+04, 3.467448E+04, 3.524753E+04, 3.582807E+04, 3.641619E+04, 3.701195E+04, 3.761541E+04, 3.822668E+04, 3.884581E+04, 3.947288E+04, 4.010796E+04, 4.075113E+04, 4.140247E+04, 4.206204E+04, 4.272995E+04, 4.340624E+04, 4.409102E+04, 4.478434E+04, 4.548630E+04, 4.619696E+04, 4.691643E+04, 4.764476E+04, 4.838204E+04, 4.912835E+04, 4.988378E+04, 5.064840E+04, 5.142230E+04, 5.220557E+04, 5.299828E+04, 5.380051E+04, 5.461237E+04, 5.543391E+04, 5.626524E+04, 5.710644E+04, 5.795759E+04, 5.881878E+04, 5.969010E+04, 6.057165E+04, 6.146348E+04, 6.236571E+04, 6.327842E+04, 6.420171E+04, 6.513564E+04, 6.608034E+04, 6.703586E+04, 6.800233E+04, 6.897980E+04, 6.996841E+04, 7.096821E+04, 7.197933E+04, 7.300183E+04, 7.403584E+04, 7.508140E+04, 7.613867E+04, 7.720769E+04, 7.828858E+04, 7.938144E+04, 8.048637E+04, 8.160346E+04, 8.273280E+04, 8.387449E+04, 8.502866E+04, 8.619536E+04, 8.737470E+04, 8.856682E+04, 8.977178E+04, 9.098972E+04, 9.222067E+04, 9.346482E+04, 9.472220E+04, 9.599299E+04, 9.727719E+04, 9.857499E+04, 9.988645E+04, 1.012117E+05, 1.025508E+05, 1.039040E+05, 1.052712E+05, 1.066526E+05, 1.080484E+05, 1.094585E+05, 1.108832E+05, 1.123225E+05, 1.137766E+05, 1.152455E+05, 1.167294E+05, 1.182283E+05, 1.197425E+05, 1.212719E+05, 1.228168E+05, 1.243771E+05, 1.259531E+05, 1.275449E+05, 1.291525E+05, 1.307761E+05, 1.324157E+05, 1.340716E+05, 1.357438E+05, 1.374324E+05, 1.391376E+05, 1.408595E+05, 1.425981E+05, 1.443537E+05, 1.461262E+05, 1.479160E+05, 1.497229E+05, 1.515473E+05, 1.533892E+05, 1.552487E+05, 1.571259E+05, 1.590210E+05, 1.609341E+05, 1.628653E+05, 1.648147E+05, 1.667825E+05, 1.687687E+05, 1.707737E+05, 1.727973E+05, 1.748397E+05, 1.769011E+05, 1.789817E+05, 1.810815E+05, 1.832006E+05, 1.853392E+05, 1.874975E+05, 1.896755E+05, 1.918734E+05, 1.940913E+05, 1.963293E+05, 1.985876E+05, 2.008663E+05, 2.031654E+05, 2.054853E+05, 2.078260E+05, 2.101876E+05, 2.125702E+05, 2.149740E+05, 2.173992E+05, 2.198458E+05, 2.223140E+05, 2.248039E+05, 2.273157E+05, 2.298495E+05, 2.324055E+05, 2.349837E+05, 2.375843E+05, 2.402075E+05, 2.428533E+05, 2.455220E+05, 2.482137E+05, 2.509285E+05, 2.536665E+05, 2.564279E+05, 2.592128E+05, 2.620214E+05, 2.648538E+05, 2.677102E+05, 2.705906E+05, ]) # ============================ M = 24, I = 1 ============================ M = 24 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.292049E+01, 3.906739E+02, 1.005073E+03, 1.803271E+03, 2.758590E+03, 3.847277E+03, 5.052946E+03, 6.364370E+03, 7.773345E+03, 9.273505E+03, 1.085973E+04, 1.252785E+04, 1.427452E+04, 1.609715E+04, 1.799385E+04, 1.996343E+04, 2.200535E+04, 2.411974E+04, 2.630733E+04, 2.856944E+04, 3.090796E+04, 3.332531E+04, 3.582441E+04, 3.840864E+04, 4.108182E+04, 4.384821E+04, 4.671244E+04, 4.967950E+04, 5.275476E+04, 5.594391E+04, 5.925297E+04, 6.268828E+04, 6.625647E+04, 6.996450E+04, 7.381960E+04, 7.782932E+04, 8.200151E+04, 8.634430E+04, 9.086615E+04, 9.557583E+04, 1.004824E+05, 1.055954E+05, 1.109244E+05, 1.164796E+05, 1.222715E+05, 1.283109E+05, 1.346091E+05, 1.411776E+05, 1.480286E+05, 1.551745E+05, 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2.982315E+08, 3.062536E+08, 3.144722E+08, 3.228917E+08, 3.315166E+08, 3.403513E+08, 3.494004E+08, 3.586686E+08, 3.681608E+08, 3.778816E+08, 3.878362E+08, 3.980296E+08, 4.084669E+08, 4.191534E+08, 4.300945E+08, 4.412955E+08, 4.527621E+08, 4.644999E+08, 4.765147E+08, 4.888123E+08, 5.013988E+08, 5.142804E+08, 5.274630E+08, 5.409532E+08, 5.547574E+08, 5.688822E+08, 5.833342E+08, 5.981202E+08, 6.132473E+08, 6.287224E+08, 6.445529E+08, 6.607459E+08, 6.773091E+08, 6.942500E+08, 7.115763E+08, 7.292960E+08, 7.474170E+08, 7.659476E+08, 7.848960E+08, 8.042708E+08, 8.240805E+08, 8.443340E+08, 8.650402E+08, 8.862081E+08, 9.078471E+08, 9.299665E+08, 9.525760E+08, 9.756852E+08, 9.993043E+08, 1.023443E+09, 1.048112E+09, 1.073322E+09, 1.099082E+09, 1.125406E+09, 1.152302E+09, 1.179782E+09, 1.207858E+09, 1.236541E+09, 1.265844E+09, 1.295777E+09, 1.326354E+09, 1.357587E+09, 1.389488E+09, 1.422071E+09, 1.455348E+09, 1.489332E+09, 1.524038E+09, 1.559479E+09, 1.595668E+09, 1.632621E+09, 1.670351E+09, 1.708874E+09, 1.748204E+09, 1.788356E+09, 1.829346E+09, 1.871190E+09, 1.913903E+09, 1.957502E+09, 2.002003E+09, 2.047423E+09, 2.093780E+09, 2.141090E+09, 2.189371E+09, 2.238641E+09, 2.288918E+09, 2.340220E+09, 2.392568E+09, 2.445978E+09, 2.500472E+09, 2.556068E+09, 2.612787E+09, 2.670649E+09, 2.729675E+09, 2.789885E+09, 2.851302E+09, 2.913946E+09, 2.977841E+09, 3.043007E+09, 3.109469E+09, 3.177248E+09, 3.246370E+09, 3.316856E+09, 3.388733E+09, 3.462023E+09, 3.536753E+09, 3.612947E+09, 3.690632E+09, 3.769834E+09, 3.850578E+09, 3.932892E+09, 4.016805E+09, 4.102342E+09, 4.189533E+09, 4.278407E+09, 4.368992E+09, 4.461318E+09, 4.555415E+09, 4.651313E+09, 4.749044E+09, 4.848640E+09, 4.950131E+09, 5.053550E+09, 5.158931E+09, 5.266306E+09, 5.375710E+09, 5.487177E+09, 5.600741E+09, 5.716439E+09, 5.834306E+09, 5.954378E+09, 6.076694E+09, 6.201289E+09, 6.328203E+09, 6.457475E+09, 6.589142E+09, 6.723247E+09, 6.859828E+09, 6.998927E+09, 7.140585E+09, 7.284846E+09, 7.431751E+09, 7.581344E+09, 7.733670E+09, 7.888773E+09, 8.046698E+09, 8.207493E+09, 8.371202E+09, 8.537875E+09, 8.707558E+09, 8.880302E+09, 9.056155E+09, 9.235167E+09, 9.417390E+09, 9.602875E+09, 9.791675E+09, 9.983842E+09, 1.017943E+10, 1.037850E+10, 1.058109E+10, 1.078728E+10, 1.099711E+10, 1.121064E+10, 1.142794E+10, 1.164905E+10, 1.187405E+10, 1.210299E+10, 1.233593E+10, 1.257294E+10, 1.281408E+10, 1.305942E+10, 1.330901E+10, 1.356294E+10, 1.382126E+10, 1.408404E+10, 1.435135E+10, 1.462327E+10, 1.489986E+10, 1.518119E+10, 1.546734E+10, 1.575839E+10, 1.605440E+10, 1.635546E+10, 1.666163E+10, 1.697301E+10, 1.728966E+10, 1.761167E+10, 1.793912E+10, 1.827210E+10, 1.861067E+10, 1.895494E+10, 1.930498E+10, 1.966089E+10, 2.002275E+10, 2.039064E+10, 2.076467E+10, 2.114492E+10, 2.153149E+10, 2.192446E+10, 2.232394E+10, 2.273002E+10, 2.314280E+10, 2.356237E+10, 2.398885E+10, 2.442232E+10, 2.486290E+10, 2.531068E+10, 2.576578E+10, 2.622830E+10, 2.669835E+10, 2.717604E+10, 2.766147E+10, 2.815477E+10, 2.865605E+10, 2.916542E+10, 2.968300E+10, 3.020891E+10, 3.074327E+10, 3.128620E+10, 3.183782E+10, 3.239826E+10, 3.296765E+10, 3.354611E+10, 3.413378E+10, 3.473078E+10, 3.533724E+10, 3.595331E+10, 3.657912E+10, 3.721481E+10, 3.786051E+10, 3.851636E+10, 3.918252E+10, 3.985913E+10, 4.054633E+10, 4.124427E+10, 4.195311E+10, 4.267299E+10, 4.340407E+10, 4.414650E+10, ]) # ============================ M = 24, I = 2 ============================ M = 24 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.320626E+01, 3.967139E+02, 1.020811E+03, 1.831643E+03, 2.802089E+03, 3.908016E+03, 5.132777E+03, 6.464971E+03, 7.896264E+03, 9.420189E+03, 1.103154E+04, 1.272609E+04, 1.450044E+04, 1.635196E+04, 1.827872E+04, 2.027951E+04, 2.235380E+04, 2.450170E+04, 2.672396E+04, 2.902193E+04, 3.139753E+04, 3.385320E+04, 3.639192E+04, 3.901711E+04, 4.173268E+04, 4.454293E+04, 4.745257E+04, 5.046667E+04, 5.359069E+04, 5.683041E+04, 6.019195E+04, 6.368173E+04, 6.730651E+04, 7.107334E+04, 7.498957E+04, 7.906288E+04, 8.330123E+04, 8.771290E+04, 9.230646E+04, 9.709084E+04, 1.020752E+05, 1.072693E+05, 1.126828E+05, 1.183261E+05, 1.242099E+05, 1.303451E+05, 1.367432E+05, 1.434159E+05, 1.503755E+05, 1.576348E+05, 1.652068E+05, 1.731051E+05, 1.813439E+05, 1.899377E+05, 1.989018E+05, 2.082518E+05, 2.180039E+05, 2.281750E+05, 2.387826E+05, 2.498447E+05, 2.613802E+05, 2.734084E+05, 2.859494E+05, 2.990242E+05, 3.126542E+05, 3.268620E+05, 3.416706E+05, 3.571042E+05, 3.731875E+05, 3.899465E+05, 4.074077E+05, 4.255988E+05, 4.445484E+05, 4.642861E+05, 4.848427E+05, 5.062498E+05, 5.285405E+05, 5.517486E+05, 5.759093E+05, 6.010592E+05, 6.272359E+05, 6.544784E+05, 6.828270E+05, 7.123234E+05, 7.430109E+05, 7.749339E+05, 8.081387E+05, 8.426729E+05, 8.785858E+05, 9.159285E+05, 9.547534E+05, 9.951152E+05, 1.037070E+06, 1.080676E+06, 1.125993E+06, 1.173083E+06, 1.222010E+06, 1.272841E+06, 1.325643E+06, 1.380487E+06, 1.437446E+06, 1.496594E+06, 1.558010E+06, 1.621774E+06, 1.687968E+06, 1.756676E+06, 1.827988E+06, 1.901994E+06, 1.978787E+06, 2.058463E+06, 2.141123E+06, 2.226868E+06, 2.315805E+06, 2.408042E+06, 2.503692E+06, 2.602870E+06, 2.705696E+06, 2.812293E+06, 2.922788E+06, 3.037310E+06, 3.155996E+06, 3.278982E+06, 3.406412E+06, 3.538433E+06, 3.675196E+06, 3.816857E+06, 3.963576E+06, 4.115518E+06, 4.272854E+06, 4.435758E+06, 4.604410E+06, 4.778996E+06, 4.959706E+06, 5.146737E+06, 5.340289E+06, 5.540572E+06, 5.747797E+06, 5.962185E+06, 6.183962E+06, 6.413359E+06, 6.650616E+06, 6.895978E+06, 7.149697E+06, 7.412032E+06, 7.683251E+06, 7.963627E+06, 8.253442E+06, 8.552984E+06, 8.862552E+06, 9.182450E+06, 9.512992E+06, 9.854501E+06, 1.020731E+07, 1.057175E+07, 1.094818E+07, 1.133696E+07, 1.173845E+07, 1.215302E+07, 1.258108E+07, 1.302302E+07, 1.347924E+07, 1.395016E+07, 1.443622E+07, 1.493786E+07, 1.545553E+07, 1.598969E+07, 1.654083E+07, 1.710943E+07, 1.769599E+07, 1.830103E+07, 1.892508E+07, 1.956868E+07, 2.023238E+07, 2.091676E+07, 2.162240E+07, 2.234989E+07, 2.309985E+07, 2.387291E+07, 2.466971E+07, 2.549092E+07, 2.633721E+07, 2.720928E+07, 2.810783E+07, 2.903360E+07, 2.998734E+07, 3.096980E+07, 3.198177E+07, 3.302405E+07, 3.409747E+07, 3.520287E+07, 3.634110E+07, 3.751306E+07, 3.871965E+07, 3.996178E+07, 4.124042E+07, 4.255652E+07, 4.391109E+07, 4.530514E+07, 4.673971E+07, 4.821586E+07, 4.973469E+07, 5.129731E+07, 5.290486E+07, 5.455852E+07, 5.625946E+07, 5.800892E+07, 5.980815E+07, 6.165843E+07, 6.356106E+07, 6.551739E+07, 6.752878E+07, 6.959663E+07, 7.172238E+07, 7.390749E+07, 7.615345E+07, 7.846180E+07, 8.083409E+07, 8.327194E+07, 8.577697E+07, 8.835086E+07, 9.099532E+07, 9.371209E+07, 9.650295E+07, 9.936973E+07, 1.023143E+08, 1.053386E+08, 1.084444E+08, 1.116340E+08, 1.149091E+08, 1.182720E+08, 1.217248E+08, 1.252695E+08, 1.289085E+08, 1.326440E+08, 1.364782E+08, 1.404136E+08, 1.444526E+08, 1.485976E+08, 1.528511E+08, 1.572156E+08, 1.616939E+08, 1.662885E+08, 1.710023E+08, 1.758379E+08, 1.807982E+08, 1.858861E+08, 1.911046E+08, 1.964567E+08, 2.019455E+08, 2.075740E+08, 2.133456E+08, 2.192636E+08, 2.253311E+08, 2.315517E+08, 2.379289E+08, 2.444661E+08, 2.511670E+08, 2.580353E+08, 2.650747E+08, 2.722892E+08, 2.796826E+08, 2.872588E+08, 2.950221E+08, 3.029765E+08, 3.111263E+08, 3.194757E+08, 3.280293E+08, 3.367915E+08, 3.457668E+08, 3.549600E+08, 3.643758E+08, 3.740191E+08, 3.838948E+08, 3.940079E+08, 4.043636E+08, 4.149671E+08, 4.258237E+08, 4.369390E+08, 4.483184E+08, 4.599676E+08, 4.718923E+08, 4.840984E+08, 4.965919E+08, 5.093789E+08, 5.224655E+08, 5.358581E+08, 5.495632E+08, 5.635872E+08, 5.779369E+08, 5.926191E+08, 6.076407E+08, 6.230087E+08, 6.387303E+08, 6.548129E+08, 6.712639E+08, 6.880909E+08, 7.053016E+08, 7.229040E+08, 7.409059E+08, 7.593156E+08, 7.781413E+08, 7.973916E+08, 8.170751E+08, 8.372004E+08, 8.577765E+08, 8.788126E+08, 9.003178E+08, 9.223015E+08, 9.447733E+08, 9.677430E+08, 9.912205E+08, 1.015216E+09, 1.039739E+09, 1.064801E+09, 1.090413E+09, 1.116584E+09, 1.143326E+09, 1.170651E+09, 1.198569E+09, 1.227093E+09, 1.256233E+09, 1.286003E+09, 1.316413E+09, 1.347478E+09, 1.379208E+09, 1.411618E+09, 1.444720E+09, 1.478527E+09, 1.513053E+09, 1.548312E+09, 1.584318E+09, 1.621084E+09, 1.658626E+09, 1.696957E+09, 1.736094E+09, 1.776050E+09, 1.816843E+09, 1.858486E+09, 1.900997E+09, 1.944391E+09, 1.988685E+09, 2.033896E+09, 2.080040E+09, 2.127136E+09, 2.175200E+09, 2.224251E+09, 2.274306E+09, 2.325385E+09, 2.377505E+09, 2.430687E+09, 2.484949E+09, 2.540312E+09, 2.596795E+09, 2.654418E+09, 2.713203E+09, 2.773170E+09, 2.834340E+09, 2.896736E+09, 2.960380E+09, 3.025293E+09, 3.091499E+09, 3.159020E+09, 3.227881E+09, 3.298105E+09, 3.369715E+09, 3.442738E+09, 3.517198E+09, 3.593119E+09, 3.670529E+09, 3.749453E+09, 3.829917E+09, 3.911950E+09, 3.995577E+09, 4.080828E+09, 4.167730E+09, 4.256312E+09, 4.346603E+09, 4.438633E+09, 4.532432E+09, 4.628030E+09, 4.725459E+09, 4.824749E+09, 4.925933E+09, 5.029044E+09, 5.134113E+09, 5.241175E+09, 5.350264E+09, 5.461413E+09, 5.574658E+09, 5.690035E+09, 5.807578E+09, 5.927326E+09, 6.049314E+09, 6.173582E+09, 6.300165E+09, 6.429105E+09, 6.560439E+09, 6.694208E+09, 6.830452E+09, 6.969213E+09, 7.110532E+09, 7.254452E+09, 7.401014E+09, 7.550264E+09, 7.702245E+09, 7.857002E+09, 8.014581E+09, 8.175027E+09, 8.338388E+09, 8.504710E+09, 8.674044E+09, 8.846436E+09, 9.021937E+09, 9.200597E+09, 9.382467E+09, 9.567599E+09, 9.756045E+09, 9.947859E+09, 1.014309E+10, 1.034181E+10, 1.054405E+10, 1.074988E+10, 1.095936E+10, 1.117254E+10, 1.138948E+10, 1.161024E+10, 1.183489E+10, 1.206348E+10, 1.229607E+10, 1.253274E+10, 1.277353E+10, 1.301852E+10, 1.326778E+10, 1.352136E+10, 1.377934E+10, 1.404178E+10, 1.430876E+10, 1.458034E+10, 1.485660E+10, 1.513761E+10, 1.542344E+10, 1.571416E+10, 1.600985E+10, 1.631060E+10, 1.661646E+10, 1.692753E+10, 1.724388E+10, 1.756559E+10, 1.789274E+10, 1.822542E+10, 1.856371E+10, 1.890770E+10, 1.925747E+10, 1.961310E+10, 1.997469E+10, 2.034233E+10, 2.071611E+10, 2.109611E+10, 2.148244E+10, 2.187518E+10, 2.227443E+10, 2.268029E+10, 2.309286E+10, 2.351223E+10, 2.393851E+10, 2.437180E+10, 2.481220E+10, 2.525982E+10, 2.571476E+10, 2.617713E+10, 2.664704E+10, 2.712460E+10, 2.760992E+10, 2.810312E+10, 2.860430E+10, 2.911359E+10, 2.963110E+10, 3.015696E+10, 3.069127E+10, 3.123417E+10, 3.178578E+10, 3.234622E+10, 3.291562E+10, 3.349411E+10, 3.408182E+10, 3.467888E+10, 3.528542E+10, 3.590158E+10, 3.652750E+10, 3.716331E+10, 3.780916E+10, 3.846518E+10, 3.913153E+10, 3.980834E+10, 4.049576E+10, 4.119395E+10, 4.190305E+10, 4.262322E+10, 4.335461E+10, 4.409738E+10, 4.485168E+10, ]) # ============================ M = 25, I = 1 ============================ M = 25 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.770090E+00, 2.977857E+01, 9.937734E+01, 1.988320E+02, 3.215728E+02, 4.640427E+02, 6.242169E+02, 8.010302E+02, 9.940464E+02, 1.203229E+03, 1.428783E+03, 1.671048E+03, 1.930438E+03, 2.207401E+03, 2.502407E+03, 2.815933E+03, 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3.191495E+07, 3.201514E+07, 3.211534E+07, 3.221555E+07, 3.231577E+07, 3.241601E+07, 3.251626E+07, 3.261652E+07, 3.271679E+07, 3.281707E+07, 3.291736E+07, 3.301766E+07, 3.311797E+07, 3.321829E+07, 3.331861E+07, 3.341895E+07, 3.351929E+07, ]) # ============================ M = 26, I = 1 ============================ M = 26 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.304830E+00, 1.250398E+01, 2.430655E+01, 3.611747E+01, 4.793073E+01, 5.974515E+01, 7.156039E+01, 8.337674E+01, 9.519594E+01, 1.070230E+02, 1.188684E+02, 1.307497E+02, 1.426920E+02, 1.547287E+02, 1.668995E+02, 1.792496E+02, 1.918282E+02, 2.046869E+02, 2.178787E+02, 2.314571E+02, 2.454753E+02, 2.599860E+02, 2.750411E+02, 2.906914E+02, 3.069871E+02, 3.239775E+02, 3.417113E+02, 3.602366E+02, 3.796013E+02, 3.998532E+02, 4.210401E+02, 4.432100E+02, 4.664113E+02, 4.906930E+02, 5.161047E+02, 5.426966E+02, 5.705201E+02, 5.996275E+02, 6.300721E+02, 6.619086E+02, 6.951927E+02, 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1.814597E+06, 1.840321E+06, 1.866297E+06, 1.892528E+06, 1.919013E+06, 1.945754E+06, 1.972752E+06, 2.000007E+06, 2.027522E+06, 2.055296E+06, 2.083331E+06, 2.111627E+06, 2.140187E+06, 2.169010E+06, 2.198097E+06, 2.227450E+06, 2.257070E+06, 2.286957E+06, 2.317112E+06, 2.347537E+06, 2.378231E+06, 2.409197E+06, 2.440434E+06, 2.471944E+06, 2.503728E+06, 2.535786E+06, 2.568119E+06, 2.600728E+06, 2.633614E+06, 2.666778E+06, 2.700221E+06, 2.733942E+06, 2.767944E+06, 2.802227E+06, 2.836791E+06, 2.871638E+06, 2.906768E+06, 2.942181E+06, 2.977879E+06, 3.013863E+06, 3.050132E+06, 3.086689E+06, 3.123532E+06, 3.160664E+06, 3.198085E+06, 3.235795E+06, 3.273795E+06, 3.312086E+06, 3.350668E+06, 3.389542E+06, 3.428709E+06, 3.468170E+06, 3.507924E+06, 3.547972E+06, 3.588316E+06, 3.628955E+06, 3.669890E+06, 3.711122E+06, 3.752652E+06, 3.794479E+06, 3.836604E+06, 3.879029E+06, 3.921752E+06, 3.964776E+06, 4.008100E+06, 4.051725E+06, 4.095652E+06, 4.139880E+06, 4.184410E+06, 4.229243E+06, 4.274380E+06, 4.319820E+06, 4.365564E+06, 4.411612E+06, 4.457966E+06, 4.504625E+06, 4.551589E+06, 4.598859E+06, 4.646436E+06, 4.694320E+06, 4.742511E+06, 4.791009E+06, 4.839815E+06, 4.888930E+06, 4.938352E+06, 4.988084E+06, 5.038125E+06, 5.088475E+06, 5.139135E+06, 5.190105E+06, 5.241385E+06, 5.292976E+06, 5.344878E+06, 5.397090E+06, 5.449614E+06, 5.502450E+06, 5.555597E+06, 5.609057E+06, 5.662828E+06, 5.716912E+06, 5.771309E+06, 5.826018E+06, 5.881040E+06, 5.936376E+06, 5.992024E+06, 6.047987E+06, 6.104263E+06, 6.160852E+06, 6.217756E+06, 6.274973E+06, 6.332505E+06, 6.390351E+06, 6.448511E+06, 6.506986E+06, 6.565776E+06, 6.624880E+06, 6.684298E+06, 6.744032E+06, 6.804080E+06, 6.864444E+06, 6.925122E+06, 6.986115E+06, 7.047424E+06, 7.109047E+06, 7.170986E+06, 7.233239E+06, 7.295808E+06, 7.358692E+06, 7.421891E+06, 7.485405E+06, 7.549234E+06, 7.613378E+06, 7.677837E+06, 7.742611E+06, 7.807700E+06, 7.873104E+06, 7.938823E+06, 8.004857E+06, 8.071205E+06, 8.137868E+06, 8.204845E+06, 8.272137E+06, 8.339743E+06, 8.407663E+06, 8.475898E+06, 8.544446E+06, 8.613309E+06, 8.682485E+06, 8.751975E+06, 8.821778E+06, 8.891895E+06, 8.962325E+06, 9.033068E+06, 9.104124E+06, 9.175493E+06, 9.247174E+06, 9.319167E+06, 9.391473E+06, 9.464091E+06, 9.537021E+06, 9.610262E+06, 9.683815E+06, 9.757679E+06, 9.831853E+06, 9.906339E+06, 9.981135E+06, 1.005624E+07, 1.013166E+07, 1.020738E+07, 1.028342E+07, 1.035977E+07, 1.043642E+07, 1.051338E+07, 1.059066E+07, 1.066824E+07, 1.074612E+07, ]) # ============================ M = 26, I = 2 ============================ M = 26 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 9.038610E+00, 5.002244E+01, 9.724841E+01, 1.445173E+02, 1.918051E+02, 2.391069E+02, 2.864215E+02, 3.337499E+02, 3.810993E+02, 4.284898E+02, 4.759633E+02, 5.235902E+02, 5.714723E+02, 6.197426E+02, 6.685611E+02, 7.181097E+02, 7.685861E+02, 8.201983E+02, 8.731597E+02, 9.276860E+02, 9.839923E+02, 1.042292E+03, 1.102794E+03, 1.165705E+03, 1.231229E+03, 1.299565E+03, 1.370912E+03, 1.445466E+03, 1.523421E+03, 1.604972E+03, 1.690315E+03, 1.779645E+03, 1.873161E+03, 1.971061E+03, 2.073550E+03, 2.180833E+03, 2.293119E+03, 2.410624E+03, 2.533565E+03, 2.662166E+03, 2.796657E+03, 2.937272E+03, 3.084251E+03, 3.237843E+03, 3.398300E+03, 3.565882E+03, 3.740858E+03, 3.923503E+03, 4.114100E+03, 4.312938E+03, 4.520318E+03, 4.736546E+03, 4.961938E+03, 5.196819E+03, 5.441525E+03, 5.696398E+03, 5.961792E+03, 6.238071E+03, 6.525608E+03, 6.824787E+03, 7.136004E+03, 7.459665E+03, 7.796187E+03, 8.146000E+03, 8.509544E+03, 8.887273E+03, 9.279654E+03, 9.687163E+03, 1.011029E+04, 1.054955E+04, 1.100545E+04, 1.147853E+04, 1.196934E+04, 1.247843E+04, 1.300639E+04, 1.355381E+04, 1.412129E+04, 1.470945E+04, 1.531895E+04, 1.595044E+04, 1.660458E+04, 1.728208E+04, 1.798365E+04, 1.871000E+04, 1.946190E+04, 2.024009E+04, 2.104538E+04, 2.187856E+04, 2.274046E+04, 2.363193E+04, 2.455383E+04, 2.550705E+04, 2.649250E+04, 2.751112E+04, 2.856386E+04, 2.965170E+04, 3.077565E+04, 3.193672E+04, 3.313599E+04, 3.437451E+04, 3.565339E+04, 3.697377E+04, 3.833680E+04, 3.974367E+04, 4.119557E+04, 4.269376E+04, 4.423951E+04, 4.583410E+04, 4.747887E+04, 4.917518E+04, 5.092441E+04, 5.272799E+04, 5.458736E+04, 5.650403E+04, 5.847949E+04, 6.051532E+04, 6.261309E+04, 6.477443E+04, 6.700100E+04, 6.929450E+04, 7.165665E+04, 7.408924E+04, 7.659406E+04, 7.917297E+04, 8.182786E+04, 8.456065E+04, 8.737333E+04, 9.026789E+04, 9.324640E+04, 9.631096E+04, 9.946370E+04, 1.027068E+05, 1.060426E+05, 1.094732E+05, 1.130010E+05, 1.166285E+05, 1.203579E+05, 1.241919E+05, 1.281329E+05, 1.321835E+05, 1.363463E+05, 1.406241E+05, 1.450195E+05, 1.495353E+05, 1.541744E+05, 1.589397E+05, 1.638342E+05, 1.688609E+05, 1.740228E+05, 1.793231E+05, 1.847650E+05, 1.903517E+05, 1.960867E+05, 2.019732E+05, 2.080148E+05, 2.142149E+05, 2.205771E+05, 2.271052E+05, 2.338029E+05, 2.406738E+05, 2.477220E+05, 2.549513E+05, 2.623658E+05, 2.699695E+05, 2.777667E+05, 2.857616E+05, 2.939584E+05, 3.023617E+05, 3.109758E+05, 3.198054E+05, 3.288550E+05, 3.381296E+05, 3.476337E+05, 3.573724E+05, 3.673507E+05, 3.775736E+05, 3.880463E+05, 3.987741E+05, 4.097623E+05, 4.210165E+05, 4.325420E+05, 4.443446E+05, 4.564301E+05, 4.688042E+05, 4.814730E+05, 4.944424E+05, 5.077186E+05, 5.213080E+05, 5.352168E+05, 5.494515E+05, 5.640187E+05, 5.789252E+05, 5.941777E+05, 6.097831E+05, 6.257486E+05, 6.420812E+05, 6.587882E+05, 6.758771E+05, 6.933553E+05, 7.112306E+05, 7.295107E+05, 7.482035E+05, 7.673170E+05, 7.868594E+05, 8.068390E+05, 8.272642E+05, 8.481436E+05, 8.694859E+05, 8.913000E+05, 9.135948E+05, 9.363795E+05, 9.596633E+05, 9.834557E+05, 1.007766E+06, 1.032605E+06, 1.057981E+06, 1.083905E+06, 1.110387E+06, 1.137437E+06, 1.165066E+06, 1.193285E+06, 1.222104E+06, 1.251535E+06, 1.281588E+06, 1.312275E+06, 1.343607E+06, 1.375597E+06, 1.408255E+06, 1.441595E+06, 1.475628E+06, 1.510366E+06, 1.545823E+06, 1.582011E+06, 1.618944E+06, 1.656633E+06, 1.695093E+06, 1.734338E+06, 1.774380E+06, 1.815235E+06, 1.856916E+06, 1.899437E+06, 1.942814E+06, 1.987060E+06, 2.032192E+06, 2.078224E+06, 2.125172E+06, 2.173052E+06, 2.221878E+06, 2.271669E+06, 2.322439E+06, 2.374206E+06, 2.426986E+06, 2.480797E+06, 2.535656E+06, 2.591580E+06, 2.648587E+06, 2.706696E+06, 2.765924E+06, 2.826291E+06, 2.887814E+06, 2.950514E+06, 3.014409E+06, 3.079519E+06, 3.145865E+06, 3.213465E+06, 3.282342E+06, 3.352514E+06, 3.424005E+06, 3.496834E+06, 3.571023E+06, 3.646594E+06, 3.723570E+06, 3.801973E+06, 3.881825E+06, 3.963150E+06, 4.045971E+06, 4.130312E+06, 4.216197E+06, 4.303650E+06, 4.392696E+06, 4.483359E+06, 4.575666E+06, 4.669641E+06, 4.765311E+06, 4.862702E+06, 4.961840E+06, 5.062754E+06, 5.165469E+06, 5.270014E+06, 5.376417E+06, 5.484706E+06, 5.594910E+06, 5.707059E+06, 5.821181E+06, 5.937306E+06, 6.055466E+06, 6.175690E+06, 6.298009E+06, 6.422456E+06, 6.549062E+06, 6.677858E+06, 6.808879E+06, 6.942156E+06, 7.077723E+06, 7.215615E+06, 7.355865E+06, 7.498509E+06, 7.643580E+06, 7.791116E+06, 7.941152E+06, 8.093724E+06, 8.248869E+06, 8.406625E+06, 8.567030E+06, 8.730121E+06, 8.895938E+06, 9.064519E+06, 9.235905E+06, 9.410136E+06, 9.587251E+06, 9.767293E+06, 9.950303E+06, 1.013632E+07, 1.032540E+07, 1.051756E+07, 1.071287E+07, 1.091136E+07, 1.111308E+07, 1.131808E+07, 1.152639E+07, 1.173806E+07, 1.195315E+07, 1.217170E+07, 1.239376E+07, 1.261937E+07, 1.284859E+07, 1.308146E+07, 1.331803E+07, 1.355836E+07, 1.380250E+07, 1.405050E+07, 1.430240E+07, 1.455827E+07, 1.481816E+07, 1.508212E+07, 1.535021E+07, 1.562248E+07, 1.589898E+07, 1.617979E+07, 1.646494E+07, 1.675451E+07, 1.704854E+07, 1.734711E+07, 1.765026E+07, 1.795807E+07, 1.827058E+07, 1.858787E+07, 1.890999E+07, 1.923701E+07, 1.956900E+07, 1.990601E+07, 2.024812E+07, 2.059538E+07, 2.094787E+07, 2.130566E+07, 2.166881E+07, 2.203739E+07, 2.241148E+07, 2.279114E+07, 2.317644E+07, 2.356745E+07, 2.396426E+07, 2.436693E+07, 2.477554E+07, 2.519016E+07, 2.561086E+07, 2.603774E+07, 2.647086E+07, 2.691030E+07, 2.735614E+07, 2.780846E+07, 2.826735E+07, 2.873288E+07, 2.920514E+07, 2.968422E+07, 3.017018E+07, 3.066313E+07, 3.116315E+07, 3.167032E+07, 3.218473E+07, 3.270648E+07, 3.323564E+07, 3.377232E+07, 3.431661E+07, 3.486859E+07, 3.542836E+07, 3.599602E+07, 3.657166E+07, 3.715537E+07, 3.774726E+07, 3.834743E+07, 3.895596E+07, 3.957298E+07, 4.019856E+07, 4.083282E+07, 4.147587E+07, 4.212780E+07, 4.278872E+07, 4.345874E+07, 4.413796E+07, 4.482650E+07, 4.552446E+07, 4.623196E+07, 4.694911E+07, 4.767602E+07, 4.841280E+07, 4.915957E+07, 4.991645E+07, 5.068356E+07, 5.146100E+07, 5.224892E+07, 5.304741E+07, 5.385662E+07, 5.467665E+07, 5.550764E+07, 5.634971E+07, 5.720298E+07, 5.806760E+07, 5.894368E+07, 5.983136E+07, 6.073076E+07, 6.164203E+07, 6.256530E+07, 6.350070E+07, 6.444836E+07, 6.540844E+07, 6.638107E+07, 6.736638E+07, 6.836453E+07, 6.937565E+07, 7.039989E+07, 7.143740E+07, 7.248833E+07, 7.355282E+07, 7.463102E+07, 7.572309E+07, 7.682918E+07, 7.794945E+07, 7.908405E+07, 8.023313E+07, 8.139687E+07, 8.257541E+07, 8.376893E+07, 8.497758E+07, 8.620153E+07, 8.744094E+07, 8.869600E+07, 8.996685E+07, 9.125368E+07, 9.255666E+07, 9.387596E+07, 9.521176E+07, 9.656424E+07, 9.793357E+07, 9.931994E+07, 1.007235E+08, 1.021445E+08, 1.035831E+08, 1.050394E+08, 1.065138E+08, 1.080062E+08, 1.095170E+08, 1.110464E+08, 1.125945E+08, 1.141615E+08, 1.157477E+08, 1.173532E+08, 1.189782E+08, 1.206230E+08, 1.222877E+08, 1.239726E+08, 1.256778E+08, 1.274037E+08, 1.291503E+08, 1.309179E+08, 1.327067E+08, 1.345170E+08, 1.363490E+08, 1.382028E+08, 1.400788E+08, 1.419771E+08, 1.438980E+08, 1.458416E+08, 1.478083E+08, 1.497983E+08, 1.518117E+08, 1.538490E+08, 1.559102E+08, 1.579956E+08, 1.601055E+08, 1.622401E+08, ]) # ============================ M = 26, I = 3 ============================ M = 26 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 7.079366E+00, 4.412216E+01, 8.616565E+01, 1.282389E+02, 1.703269E+02, 2.124266E+02, 2.545389E+02, 2.966716E+02, 3.388507E+02, 3.811314E+02, 4.236068E+02, 4.664096E+02, 5.097084E+02, 5.537007E+02, 5.986048E+02, 6.446518E+02, 6.920797E+02, 7.411282E+02, 7.920360E+02, 8.450387E+02, 9.003680E+02, 9.582516E+02, 1.018913E+03, 1.082575E+03, 1.149455E+03, 1.219772E+03, 1.293742E+03, 1.371586E+03, 1.453522E+03, 1.539774E+03, 1.630566E+03, 1.726130E+03, 1.826698E+03, 1.932512E+03, 2.043815E+03, 2.160860E+03, 2.283904E+03, 2.413214E+03, 2.549063E+03, 2.691732E+03, 2.841512E+03, 2.998700E+03, 3.163606E+03, 3.336546E+03, 3.517849E+03, 3.707854E+03, 3.906908E+03, 4.115372E+03, 4.333618E+03, 4.562029E+03, 4.801000E+03, 5.050941E+03, 5.312271E+03, 5.585426E+03, 5.870854E+03, 6.169016E+03, 6.480391E+03, 6.805469E+03, 7.144758E+03, 7.498780E+03, 7.868074E+03, 8.253196E+03, 8.654717E+03, 9.073228E+03, 9.509336E+03, 9.963667E+03, 1.043687E+04, 1.092960E+04, 1.144254E+04, 1.197641E+04, 1.253192E+04, 1.310982E+04, 1.371088E+04, 1.433588E+04, 1.498565E+04, 1.566100E+04, 1.636282E+04, 1.709198E+04, 1.784938E+04, 1.863597E+04, 1.945270E+04, 2.030057E+04, 2.118058E+04, 2.209378E+04, 2.304125E+04, 2.402408E+04, 2.504340E+04, 2.610038E+04, 2.719621E+04, 2.833211E+04, 2.950934E+04, 3.072919E+04, 3.199299E+04, 3.330209E+04, 3.465789E+04, 3.606182E+04, 3.751535E+04, 3.901999E+04, 4.057727E+04, 4.218879E+04, 4.385617E+04, 4.558107E+04, 4.736520E+04, 4.921032E+04, 5.111820E+04, 5.309070E+04, 5.512970E+04, 5.723712E+04, 5.941494E+04, 6.166519E+04, 6.398995E+04, 6.639133E+04, 6.887151E+04, 7.143272E+04, 7.407724E+04, 7.680741E+04, 7.962561E+04, 8.253429E+04, 8.553596E+04, 8.863316E+04, 9.182854E+04, 9.512476E+04, 9.852457E+04, 1.020308E+05, 1.056462E+05, 1.093739E+05, 1.132168E+05, 1.171779E+05, 1.212605E+05, 1.254677E+05, 1.298027E+05, 1.342690E+05, 1.388700E+05, 1.436092E+05, 1.484901E+05, 1.535164E+05, 1.586918E+05, 1.640202E+05, 1.695055E+05, 1.751515E+05, 1.809625E+05, 1.869426E+05, 1.930959E+05, 1.994268E+05, 2.059398E+05, 2.126393E+05, 2.195300E+05, 2.266165E+05, 2.339037E+05, 2.413964E+05, 2.490997E+05, 2.570186E+05, 2.651584E+05, 2.735244E+05, 2.821219E+05, 2.909566E+05, 3.000340E+05, 3.093599E+05, 3.189401E+05, 3.287807E+05, 3.388878E+05, 3.492674E+05, 3.599261E+05, 3.708702E+05, 3.821064E+05, 3.936413E+05, 4.054818E+05, 4.176349E+05, 4.301077E+05, 4.429075E+05, 4.560416E+05, 4.695175E+05, 4.833429E+05, 4.975257E+05, 5.120738E+05, 5.269952E+05, 5.422983E+05, 5.579915E+05, 5.740833E+05, 5.905825E+05, 6.074979E+05, 6.248386E+05, 6.426138E+05, 6.608329E+05, 6.795053E+05, 6.986410E+05, 7.182497E+05, 7.383415E+05, 7.589267E+05, 7.800157E+05, 8.016191E+05, 8.237478E+05, 8.464127E+05, 8.696250E+05, 8.933962E+05, 9.177378E+05, 9.426615E+05, 9.681795E+05, 9.943038E+05, 1.021047E+06, 1.048422E+06, 1.076440E+06, 1.105117E+06, 1.134463E+06, 1.164494E+06, 1.195223E+06, 1.226664E+06, 1.258830E+06, 1.291737E+06, 1.325399E+06, 1.359831E+06, 1.395048E+06, 1.431066E+06, 1.467901E+06, 1.505567E+06, 1.544082E+06, 1.583462E+06, 1.623723E+06, 1.664883E+06, 1.706959E+06, 1.749968E+06, 1.793928E+06, 1.838858E+06, 1.884775E+06, 1.931699E+06, 1.979648E+06, 2.028642E+06, 2.078700E+06, 2.129842E+06, 2.182089E+06, 2.235461E+06, 2.289978E+06, 2.345662E+06, 2.402535E+06, 2.460618E+06, 2.519934E+06, 2.580504E+06, 2.642352E+06, 2.705502E+06, 2.769976E+06, 2.835798E+06, 2.902993E+06, 2.971585E+06, 3.041600E+06, 3.113063E+06, 3.185999E+06, 3.260435E+06, 3.336397E+06, 3.413912E+06, 3.493008E+06, 3.573712E+06, 3.656052E+06, 3.740057E+06, 3.825756E+06, 3.913178E+06, 4.002353E+06, 4.093312E+06, 4.186085E+06, 4.280702E+06, 4.377197E+06, 4.475600E+06, 4.575944E+06, 4.678263E+06, 4.782589E+06, 4.888957E+06, 4.997400E+06, 5.107955E+06, 5.220655E+06, 5.335537E+06, 5.452638E+06, 5.571993E+06, 5.693641E+06, 5.817619E+06, 5.943966E+06, 6.072721E+06, 6.203923E+06, 6.337612E+06, 6.473828E+06, 6.612614E+06, 6.754010E+06, 6.898059E+06, 7.044803E+06, 7.194286E+06, 7.346552E+06, 7.501646E+06, 7.659612E+06, 7.820497E+06, 7.984346E+06, 8.151208E+06, 8.321128E+06, 8.494157E+06, 8.670342E+06, 8.849733E+06, 9.032380E+06, 9.218335E+06, 9.407648E+06, 9.600372E+06, 9.796559E+06, 9.996264E+06, 1.019954E+07, 1.040644E+07, 1.061703E+07, 1.083135E+07, 1.104947E+07, 1.127144E+07, 1.149732E+07, 1.172718E+07, 1.196106E+07, 1.219904E+07, 1.244117E+07, 1.268752E+07, 1.293815E+07, 1.319312E+07, 1.345249E+07, 1.371634E+07, 1.398473E+07, 1.425773E+07, 1.453540E+07, 1.481781E+07, 1.510504E+07, 1.539715E+07, 1.569422E+07, 1.599631E+07, 1.630351E+07, 1.661588E+07, 1.693349E+07, 1.725644E+07, 1.758479E+07, 1.791861E+07, 1.825800E+07, 1.860302E+07, 1.895377E+07, 1.931031E+07, 1.967274E+07, 2.004113E+07, 2.041557E+07, 2.079615E+07, 2.118296E+07, 2.157607E+07, 2.197558E+07, 2.238158E+07, 2.279416E+07, 2.321341E+07, 2.363942E+07, 2.407229E+07, 2.451212E+07, 2.495899E+07, 2.541300E+07, 2.587426E+07, 2.634286E+07, 2.681891E+07, 2.730250E+07, 2.779374E+07, 2.829273E+07, 2.879958E+07, 2.931439E+07, 2.983727E+07, 3.036834E+07, 3.090769E+07, 3.145544E+07, 3.201171E+07, 3.257660E+07, 3.315024E+07, 3.373274E+07, 3.432421E+07, 3.492478E+07, 3.553456E+07, 3.615369E+07, 3.678227E+07, 3.742044E+07, 3.806831E+07, 3.872603E+07, 3.939371E+07, 4.007148E+07, 4.075949E+07, 4.145785E+07, 4.216671E+07, 4.288619E+07, 4.361645E+07, 4.435760E+07, 4.510980E+07, 4.587319E+07, 4.664791E+07, 4.743410E+07, 4.823192E+07, 4.904150E+07, 4.986299E+07, 5.069656E+07, 5.154234E+07, 5.240050E+07, 5.327119E+07, 5.415457E+07, 5.505080E+07, 5.596003E+07, 5.688243E+07, 5.781816E+07, 5.876739E+07, 5.973029E+07, 6.070703E+07, 6.169777E+07, 6.270269E+07, 6.372196E+07, 6.475577E+07, 6.580428E+07, 6.686768E+07, 6.794616E+07, 6.903988E+07, 7.014905E+07, 7.127384E+07, 7.241444E+07, 7.357106E+07, 7.474387E+07, 7.593308E+07, 7.713888E+07, 7.836147E+07, 7.960106E+07, 8.085784E+07, 8.213202E+07, 8.342381E+07, 8.473341E+07, 8.606105E+07, 8.740692E+07, 8.877125E+07, 9.015426E+07, 9.155616E+07, 9.297718E+07, 9.441754E+07, 9.587747E+07, 9.735719E+07, 9.885694E+07, 1.003770E+08, 1.019174E+08, 1.034787E+08, 1.050609E+08, 1.066643E+08, 1.082892E+08, 1.099358E+08, 1.116043E+08, 1.132951E+08, 1.150083E+08, 1.167442E+08, 1.185031E+08, 1.202853E+08, 1.220909E+08, 1.239203E+08, 1.257738E+08, 1.276515E+08, 1.295539E+08, 1.314811E+08, 1.334334E+08, 1.354112E+08, 1.374147E+08, 1.394442E+08, 1.414999E+08, 1.435822E+08, 1.456914E+08, 1.478278E+08, 1.499916E+08, 1.521833E+08, 1.544030E+08, 1.566510E+08, 1.589278E+08, 1.612336E+08, 1.635688E+08, 1.659336E+08, 1.683284E+08, 1.707535E+08, 1.732092E+08, 1.756959E+08, 1.782139E+08, 1.807635E+08, 1.833452E+08, 1.859591E+08, 1.886058E+08, 1.912855E+08, 1.939985E+08, 1.967453E+08, 1.995262E+08, 2.023416E+08, 2.051918E+08, 2.080773E+08, 2.109983E+08, 2.139552E+08, 2.169486E+08, 2.199786E+08, 2.230457E+08, 2.261504E+08, 2.292929E+08, 2.324737E+08, 2.356932E+08, 2.389518E+08, 2.422500E+08, 2.455880E+08, 2.489664E+08, 2.523855E+08, 2.558458E+08, 2.593478E+08, 2.628917E+08, 2.664781E+08, 2.701074E+08, 2.737801E+08, ]) # ============================ M = 27, I = 1 ============================ M = 27 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.500294E+01, 3.318138E+02, 9.183182E+02, 1.678091E+03, 2.577273E+03, 3.597153E+03, 4.726621E+03, 5.959861E+03, 7.295001E+03, 8.732893E+03, 1.027611E+04, 1.192824E+04, 1.369350E+04, 1.557652E+04, 1.758232E+04, 1.971631E+04, 2.198438E+04, 2.439298E+04, 2.694922E+04, 2.966098E+04, 3.253697E+04, 3.558683E+04, 3.882120E+04, 4.225182E+04, 4.589158E+04, 4.975458E+04, 5.385624E+04, 5.821335E+04, 6.284415E+04, 6.776843E+04, 7.300756E+04, 7.858467E+04, 8.452468E+04, 9.085443E+04, 9.760282E+04, 1.048009E+05, 1.124821E+05, 1.206821E+05, 1.294394E+05, 1.387952E+05, 1.487938E+05, 1.594826E+05, 1.709122E+05, 1.831372E+05, 1.962158E+05, 2.102105E+05, 2.251881E+05, 2.412204E+05, 2.583840E+05, 2.767611E+05, 2.964396E+05, 3.175138E+05, 3.400844E+05, 3.642594E+05, 3.901542E+05, 4.178926E+05, 4.476068E+05, 4.794385E+05, 5.135390E+05, 5.500706E+05, 5.892066E+05, 6.311326E+05, 6.760469E+05, 7.241617E+05, 7.757040E+05, 8.309162E+05, 8.900580E+05, 9.534064E+05, 1.021258E+06, 1.093929E+06, 1.171759E+06, 1.255108E+06, 1.344364E+06, 1.439939E+06, 1.542274E+06, 1.651839E+06, 1.769138E+06, 1.894706E+06, 2.029117E+06, 2.172982E+06, 2.326954E+06, 2.491728E+06, 2.668048E+06, 2.856707E+06, 3.058549E+06, 3.274476E+06, 3.505448E+06, 3.752492E+06, 4.016697E+06, 4.299230E+06, 4.601331E+06, 4.924321E+06, 5.269609E+06, 5.638695E+06, 6.033176E+06, 6.454755E+06, 6.905242E+06, 7.386566E+06, 7.900779E+06, 8.450067E+06, 9.036753E+06, 9.663310E+06, 1.033237E+07, 1.104673E+07, 1.180937E+07, 1.262344E+07, 1.349232E+07, 1.441958E+07, 1.540901E+07, 1.646467E+07, 1.759082E+07, 1.879204E+07, 2.007317E+07, 2.143934E+07, 2.289601E+07, 2.444898E+07, 2.610439E+07, 2.786878E+07, 2.974908E+07, 3.175263E+07, 3.388724E+07, 3.616117E+07, 3.858319E+07, 4.116261E+07, 4.390929E+07, 4.683367E+07, 4.994685E+07, 5.326056E+07, 5.678723E+07, 6.054006E+07, 6.453300E+07, 6.878083E+07, 7.329921E+07, 7.810472E+07, 8.321491E+07, 8.864834E+07, 9.442468E+07, 1.005647E+08, 1.070905E+08, 1.140252E+08, 1.213936E+08, 1.292216E+08, 1.375367E+08, 1.463682E+08, 1.557467E+08, 1.657047E+08, 1.762767E+08, 1.874989E+08, 1.994097E+08, 2.120496E+08, 2.254614E+08, 2.396902E+08, 2.547838E+08, 2.707925E+08, 2.877695E+08, 3.057709E+08, 3.248559E+08, 3.450870E+08, 3.665300E+08, 3.892544E+08, 4.133336E+08, 4.388449E+08, 4.658696E+08, 4.944939E+08, 5.248081E+08, 5.569078E+08, 5.908935E+08, 6.268712E+08, 6.649525E+08, 7.052550E+08, 7.479025E+08, 7.930254E+08, 8.407611E+08, 8.912540E+08, 9.446564E+08, 1.001128E+09, 1.060838E+09, 1.123964E+09, 1.190692E+09, 1.261217E+09, 1.335748E+09, 1.414500E+09, 1.497702E+09, 1.585594E+09, 1.678428E+09, 1.776470E+09, 1.879998E+09, 1.989304E+09, 2.104698E+09, 2.226501E+09, 2.355054E+09, 2.490713E+09, 2.633853E+09, 2.784867E+09, 2.944168E+09, 3.112190E+09, 3.289387E+09, 3.476237E+09, 3.673242E+09, 3.880927E+09, 4.099844E+09, 4.330572E+09, 4.573717E+09, 4.829917E+09, 5.099839E+09, 5.384183E+09, 5.683683E+09, 5.999108E+09, 6.331265E+09, 6.680999E+09, 7.049195E+09, 7.436781E+09, 7.844730E+09, 8.274059E+09, 8.725835E+09, 9.201175E+09, 9.701250E+09, 1.022728E+10, 1.078056E+10, 1.136242E+10, 1.197426E+10, 1.261757E+10, 1.329387E+10, 1.400478E+10, 1.475198E+10, 1.553724E+10, 1.636239E+10, 1.722937E+10, 1.814019E+10, 1.909696E+10, 2.010189E+10, 2.115728E+10, 2.226553E+10, 2.342917E+10, 2.465082E+10, 2.593324E+10, 2.727931E+10, 2.869201E+10, 3.017449E+10, 3.173003E+10, 3.336204E+10, 3.507409E+10, 3.686993E+10, 3.875344E+10, 4.072869E+10, 4.279993E+10, 4.497158E+10, 4.724829E+10, 4.963486E+10, 5.213634E+10, 5.475798E+10, 5.750528E+10, 6.038394E+10, 6.339993E+10, 6.655947E+10, 6.986907E+10, 7.333547E+10, 7.696574E+10, 8.076724E+10, 8.474763E+10, 8.891490E+10, 9.327739E+10, 9.784379E+10, 1.026231E+11, 1.076248E+11, 1.128588E+11, 1.183351E+11, 1.240646E+11, 1.300582E+11, 1.363276E+11, 1.428848E+11, 1.497423E+11, 1.569133E+11, 1.644112E+11, 1.722503E+11, 1.804452E+11, 1.890114E+11, 1.979647E+11, 2.073218E+11, 2.170999E+11, 2.273170E+11, 2.379919E+11, 2.491439E+11, 2.607934E+11, 2.729613E+11, 2.856696E+11, 2.989410E+11, 3.127992E+11, 3.272688E+11, 3.423753E+11, 3.581455E+11, 3.746069E+11, 3.917884E+11, 4.097196E+11, 4.284318E+11, 4.479570E+11, 4.683290E+11, 4.895824E+11, 5.117535E+11, 5.348798E+11, 5.590004E+11, 5.841557E+11, 6.103880E+11, 6.377408E+11, 6.662596E+11, 6.959916E+11, 7.269856E+11, 7.592924E+11, 7.929648E+11, 8.280575E+11, 8.646273E+11, 9.027332E+11, 9.424362E+11, 9.838000E+11, 1.026890E+12, 1.071775E+12, 1.118526E+12, 1.167216E+12, 1.217922E+12, 1.270722E+12, 1.325699E+12, 1.382937E+12, 1.442525E+12, 1.504555E+12, 1.569120E+12, 1.636320E+12, 1.706256E+12, 1.779034E+12, 1.854763E+12, 1.933557E+12, 2.015532E+12, 2.100812E+12, 2.189522E+12, 2.281794E+12, 2.377761E+12, 2.477565E+12, 2.581351E+12, 2.689270E+12, 2.801477E+12, 2.918135E+12, 3.039409E+12, 3.165474E+12, 3.296509E+12, 3.432699E+12, 3.574237E+12, 3.721321E+12, 3.874158E+12, 4.032960E+12, 4.197948E+12, 4.369351E+12, 4.547404E+12, 4.732353E+12, 4.924450E+12, 5.123956E+12, 5.331144E+12, 5.546292E+12, 5.769691E+12, 6.001640E+12, 6.242449E+12, 6.492439E+12, 6.751942E+12, 7.021300E+12, 7.300868E+12, 7.591012E+12, 7.892111E+12, 8.204558E+12, 8.528758E+12, 8.865128E+12, 9.214102E+12, 9.576127E+12, 9.951665E+12, 1.034119E+13, 1.074521E+13, 1.116422E+13, 1.159875E+13, 1.204935E+13, 1.251657E+13, 1.300101E+13, 1.350326E+13, 1.402394E+13, 1.456369E+13, 1.512317E+13, 1.570307E+13, 1.630409E+13, 1.692696E+13, 1.757244E+13, 1.824129E+13, 1.893432E+13, 1.965236E+13, 2.039627E+13, 2.116692E+13, 2.196523E+13, 2.279213E+13, 2.364860E+13, 2.453564E+13, 2.545427E+13, 2.640557E+13, 2.739064E+13, 2.841061E+13, 2.946664E+13, 3.055996E+13, 3.169180E+13, 3.286345E+13, 3.407624E+13, 3.533152E+13, 3.663073E+13, 3.797530E+13, 3.936673E+13, 4.080659E+13, 4.229645E+13, 4.383796E+13, 4.543282E+13, 4.708278E+13, 4.878964E+13, 5.055526E+13, 5.238155E+13, 5.427048E+13, 5.622409E+13, 5.824448E+13, 6.033380E+13, 6.249429E+13, 6.472824E+13, 6.703800E+13, 6.942603E+13, 7.189482E+13, 7.444698E+13, 7.708514E+13, 7.981207E+13, 8.263059E+13, 8.554362E+13, 8.855414E+13, 9.166525E+13, 9.488014E+13, 9.820207E+13, 1.016344E+14, 1.051807E+14, 1.088444E+14, 1.126293E+14, 1.165391E+14, 1.205778E+14, 1.247494E+14, 1.290580E+14, 1.335078E+14, 1.381033E+14, 1.428490E+14, 1.477494E+14, 1.528095E+14, 1.580341E+14, 1.634283E+14, 1.689972E+14, 1.747463E+14, 1.806810E+14, 1.868071E+14, 1.931304E+14, 1.996568E+14, 2.063926E+14, 2.133440E+14, 2.205178E+14, 2.279205E+14, 2.355591E+14, 2.434407E+14, 2.515727E+14, 2.599624E+14, 2.686178E+14, 2.775467E+14, 2.867574E+14, 2.962581E+14, 3.060577E+14, 3.161649E+14, 3.265890E+14, 3.373392E+14, 3.484254E+14, 3.598573E+14, 3.716452E+14, 3.837997E+14, 3.963315E+14, 4.092516E+14, 4.225715E+14, 4.363029E+14, 4.504578E+14, 4.650485E+14, 4.800878E+14, 4.955887E+14, 5.115646E+14, 5.280294E+14, 5.449970E+14, 5.624822E+14, 5.804997E+14, 5.990650E+14, 6.181939E+14, 6.379024E+14, 6.582073E+14, 6.791255E+14, 7.006747E+14, 7.228728E+14, 7.457384E+14, 7.692904E+14, 7.935483E+14, 8.185322E+14, 8.442625E+14, 8.707605E+14, ]) # ============================ M = 27, I = 2 ============================ M = 27 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 7.613755E+00, 1.692742E+02, 4.686227E+02, 8.564268E+02, 1.315402E+03, 1.835998E+03, 2.412544E+03, 3.042071E+03, 3.723626E+03, 4.457642E+03, 5.245434E+03, 6.088837E+03, 6.990003E+03, 7.951299E+03, 8.975284E+03, 1.006472E+04, 1.122262E+04, 1.245228E+04, 1.375733E+04, 1.514179E+04, 1.661011E+04, 1.816721E+04, 1.981853E+04, 2.157007E+04, 2.342840E+04, 2.540072E+04, 2.749492E+04, 2.971957E+04, 3.208397E+04, 3.459824E+04, 3.727329E+04, 4.012094E+04, 4.315390E+04, 4.638589E+04, 4.983167E+04, 5.350710E+04, 5.742921E+04, 6.161629E+04, 6.608798E+04, 7.086534E+04, 7.597093E+04, 8.142897E+04, 8.726538E+04, 9.350797E+04, 1.001865E+05, 1.073329E+05, 1.149813E+05, 1.231683E+05, 1.319330E+05, 1.413176E+05, 1.513668E+05, 1.621288E+05, 1.736550E+05, 1.860007E+05, 1.992248E+05, 2.133904E+05, 2.285651E+05, 2.448214E+05, 2.622364E+05, 2.808931E+05, 3.008801E+05, 3.222920E+05, 3.452303E+05, 3.698033E+05, 3.961270E+05, 4.243251E+05, 4.545304E+05, 4.868844E+05, 5.215384E+05, 5.586544E+05, 5.984052E+05, 6.409756E+05, 6.865629E+05, 7.353781E+05, 7.876461E+05, 8.436077E+05, 9.035194E+05, 9.676556E+05, 1.036309E+06, 1.109791E+06, 1.188437E+06, 1.272601E+06, 1.362663E+06, 1.459028E+06, 1.562127E+06, 1.672422E+06, 1.790403E+06, 1.916593E+06, 2.051552E+06, 2.195873E+06, 2.350191E+06, 2.515180E+06, 2.691561E+06, 2.880100E+06, 3.081613E+06, 3.296970E+06, 3.527096E+06, 3.772976E+06, 4.035660E+06, 4.316263E+06, 4.615973E+06, 4.936054E+06, 5.277850E+06, 5.642791E+06, 6.032397E+06, 6.448285E+06, 6.892174E+06, 7.365891E+06, 7.871376E+06, 8.410695E+06, 8.986038E+06, 9.599734E+06, 1.025426E+07, 1.095224E+07, 1.169646E+07, 1.248988E+07, 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1.016776E+09, 1.075764E+09, 1.138029E+09, 1.203745E+09, 1.273094E+09, 1.346267E+09, 1.423467E+09, 1.504904E+09, 1.590799E+09, 1.681386E+09, 1.776909E+09, 1.877623E+09, 1.983798E+09, 2.095716E+09, 2.213674E+09, 2.337980E+09, 2.468962E+09, 2.606960E+09, 2.752332E+09, 2.905454E+09, 3.066720E+09, 3.236541E+09, 3.415349E+09, 3.603599E+09, 3.801763E+09, 4.010340E+09, 4.229851E+09, 4.460840E+09, 4.703879E+09, 4.959566E+09, 5.228528E+09, 5.511421E+09, 5.808931E+09, 6.121776E+09, 6.450709E+09, 6.796518E+09, 7.160024E+09, 7.542091E+09, 7.943619E+09, 8.365552E+09, 8.808875E+09, 9.274620E+09, 9.763865E+09, 1.027774E+10, 1.081742E+10, 1.138413E+10, 1.197918E+10, 1.260390E+10, 1.325969E+10, 1.394804E+10, 1.467047E+10, 1.542858E+10, 1.622407E+10, 1.705867E+10, 1.793421E+10, 1.885260E+10, 1.981583E+10, 2.082600E+10, 2.188525E+10, 2.299587E+10, 2.416023E+10, 2.538078E+10, 2.666011E+10, 2.800090E+10, 2.940596E+10, 3.087823E+10, 3.242074E+10, 3.403668E+10, 3.572938E+10, 3.750230E+10, 3.935904E+10, 4.130336E+10, 4.333921E+10, 4.547065E+10, 4.770196E+10, 5.003758E+10, 5.248214E+10, 5.504045E+10, 5.771756E+10, 6.051869E+10, 6.344930E+10, 6.651507E+10, 6.972192E+10, 7.307600E+10, 7.658374E+10, 8.025182E+10, 8.408719E+10, 8.809709E+10, 9.228907E+10, 9.667096E+10, 1.012509E+11, 1.060375E+11, 1.110395E+11, 1.162660E+11, 1.217268E+11, 1.274318E+11, 1.333912E+11, 1.396159E+11, 1.461171E+11, 1.529064E+11, 1.599960E+11, 1.673984E+11, 1.751268E+11, 1.831946E+11, 1.916162E+11, 2.004062E+11, 2.095799E+11, 2.191532E+11, 2.291426E+11, 2.395652E+11, 2.504388E+11, 2.617821E+11, 2.736142E+11, 2.859550E+11, 2.988254E+11, 3.122468E+11, 3.262417E+11, 3.408333E+11, 3.560457E+11, 3.719040E+11, 3.884341E+11, 4.056630E+11, 4.236188E+11, 4.423306E+11, 4.618284E+11, 4.821437E+11, 5.033088E+11, 5.253576E+11, 5.483250E+11, 5.722472E+11, 5.971619E+11, 6.231081E+11, 6.501264E+11, 6.782586E+11, 7.075484E+11, 7.380409E+11, 7.697828E+11, 8.028228E+11, 8.372111E+11, 8.729999E+11, 9.102433E+11, 9.489972E+11, 9.893198E+11, 1.031271E+12, 1.074914E+12, 1.120312E+12, 1.167533E+12, 1.216646E+12, 1.267723E+12, 1.320838E+12, 1.376069E+12, 1.433495E+12, 1.493199E+12, 1.555267E+12, 1.619786E+12, 1.686850E+12, 1.756553E+12, 1.828993E+12, 1.904273E+12, 1.982497E+12, 2.063776E+12, 2.148221E+12, 2.235950E+12, 2.327083E+12, 2.421747E+12, 2.520070E+12, 2.622187E+12, 2.728236E+12, 2.838360E+12, 2.952708E+12, 3.071434E+12, 3.194696E+12, 3.322659E+12, 3.455492E+12, 3.593370E+12, 3.736476E+12, 3.884997E+12, 4.039127E+12, 4.199067E+12, 4.365024E+12, 4.537213E+12, 4.715855E+12, 4.901179E+12, 5.093423E+12, 5.292830E+12, 5.499655E+12, 5.714157E+12, 5.936607E+12, 6.167284E+12, 6.406476E+12, 6.654480E+12, 6.911605E+12, 7.178167E+12, 7.454496E+12, 7.740929E+12, 8.037816E+12, 8.345520E+12, 8.664413E+12, 8.994880E+12, 9.337319E+12, 9.692142E+12, 1.005977E+13, 1.044065E+13, 1.083522E+13, 1.124395E+13, 1.166733E+13, 1.210585E+13, 1.256002E+13, 1.303038E+13, 1.351747E+13, 1.402185E+13, 1.454410E+13, 1.508483E+13, 1.564465E+13, 1.622420E+13, 1.682414E+13, 1.744514E+13, 1.808792E+13, 1.875319E+13, 1.944169E+13, 2.015420E+13, 2.089150E+13, 2.165443E+13, 2.244380E+13, 2.326051E+13, 2.410543E+13, 2.497950E+13, 2.588366E+13, 2.681890E+13, 2.778623E+13, 2.878669E+13, 2.982136E+13, 3.089134E+13, 3.199777E+13, 3.314182E+13, 3.432472E+13, 3.554771E+13, 3.681207E+13, 3.811913E+13, 3.947026E+13, 4.086685E+13, 4.231037E+13, 4.380230E+13, 4.534417E+13, 4.693758E+13, 4.858415E+13, 5.028556E+13, 5.204354E+13, 5.385986E+13, 5.573638E+13, 5.767496E+13, 5.967756E+13, 6.174617E+13, 6.388286E+13, 6.608974E+13, 6.836901E+13, 7.072290E+13, 7.315372E+13, 7.566387E+13, 7.825578E+13, 8.093198E+13, 8.369506E+13, 8.654770E+13, 8.949264E+13, 9.253271E+13, 9.567081E+13, 9.890994E+13, 1.022532E+14, 1.057037E+14, 1.092647E+14, 1.129397E+14, 1.167319E+14, 1.206450E+14, 1.246827E+14, 1.288486E+14, 1.331466E+14, 1.375808E+14, 1.421551E+14, 1.468738E+14, 1.517411E+14, 1.567616E+14, 1.619397E+14, 1.672802E+14, 1.727879E+14, 1.784677E+14, 1.843247E+14, 1.903642E+14, 1.965914E+14, 2.030121E+14, 2.096318E+14, 2.164563E+14, 2.234918E+14, 2.307442E+14, 2.382201E+14, 2.459259E+14, 2.538682E+14, 2.620540E+14, 2.704903E+14, 2.791844E+14, 2.881437E+14, 2.973759E+14, 3.068888E+14, 3.166906E+14, 3.267895E+14, 3.371941E+14, 3.479130E+14, 3.589554E+14, 3.703304E+14, 3.820474E+14, 3.941164E+14, 4.065472E+14, 4.193500E+14, 4.325356E+14, 4.461146E+14, ]) # ============================ M = 27, I = 3 ============================ #M = 27 #I = 3 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 6.936192E+01, 1.700790E+03, 4.744332E+03, 8.675783E+03, 1.332721E+04, 1.860613E+04, # 2.446259E+04, 3.087723E+04, 3.785166E+04, 4.540032E+04, 5.354483E+04, 6.231068E+04, # 7.172576E+04, 8.181995E+04, 9.262527E+04, 1.041764E+05, 1.165112E+05, 1.296713E+05, # 1.437028E+05, 1.586566E+05, 1.745892E+05, 1.915630E+05, 2.096469E+05, 2.289166E+05, # 2.494555E+05, 2.713544E+05, 2.947129E+05, 3.196395E+05, 3.462520E+05, 3.746783E+05, # 4.050570E+05, 4.375383E+05, 4.722842E+05, 5.094698E+05, 5.492839E+05, 5.919303E+05, # 6.376282E+05, 6.866139E+05, 7.391416E+05, 7.954850E+05, 8.559384E+05, 9.208183E+05, # 9.904651E+05, 1.065245E+06, 1.145550E+06, 1.231805E+06, 1.324463E+06, 1.424012E+06, # 1.530977E+06, 1.645920E+06, 1.769449E+06, 1.902211E+06, 2.044906E+06, 2.198282E+06, # 2.363146E+06, 2.540360E+06, 2.730853E+06, 2.935619E+06, 3.155728E+06, 3.392327E+06, # 3.646645E+06, 3.920002E+06, 4.213815E+06, 4.529601E+06, 4.868990E+06, 5.233729E+06, # 5.625688E+06, 6.046875E+06, 6.499442E+06, 6.985693E+06, 7.508100E+06, 8.069308E+06, # 8.672152E+06, 9.319669E+06, 1.001511E+07, 1.076196E+07, 1.156394E+07, 1.242504E+07, # 1.334954E+07, 1.434200E+07, 1.540730E+07, 1.655068E+07, 1.777774E+07, 1.909444E+07, # 2.050719E+07, 2.202282E+07, 2.364864E+07, 2.539245E+07, 2.726260E+07, 2.926800E+07, # 3.141817E+07, 3.372328E+07, 3.619418E+07, 3.884247E+07, 4.168051E+07, 4.472152E+07, # 4.797958E+07, 5.146973E+07, 5.520800E+07, 5.921149E+07, 6.349845E+07, 6.808832E+07, # 7.300183E+07, 7.826107E+07, 8.388959E+07, 8.991247E+07, 9.635644E+07, 1.032500E+08, # 1.106234E+08, 1.185089E+08, 1.269409E+08, 1.359560E+08, 1.455930E+08, 1.558935E+08, # 1.669015E+08, 1.786637E+08, 1.912301E+08, 2.046537E+08, 2.189907E+08, 2.343012E+08, # 2.506486E+08, 2.681007E+08, 2.867294E+08, 3.066109E+08, 3.278263E+08, 3.504617E+08, # 3.746085E+08, 4.003637E+08, 4.278304E+08, 4.571178E+08, 4.883418E+08, 5.216256E+08, # 5.570995E+08, 5.949020E+08, 6.351798E+08, 6.780884E+08, 7.237927E+08, 7.724676E+08, # 8.242981E+08, 8.794806E+08, 9.382227E+08, 1.000745E+09, 1.067280E+09, 1.138075E+09, # 1.213391E+09, 1.293505E+09, 1.378709E+09, 1.469314E+09, 1.565646E+09, 1.668054E+09, # 1.776902E+09, 1.892580E+09, 2.015496E+09, 2.146085E+09, 2.284804E+09, 2.432138E+09, # 2.588599E+09, 2.754726E+09, 2.931091E+09, 3.118297E+09, 3.316980E+09, 3.527814E+09, # 3.751508E+09, 3.988812E+09, 4.240516E+09, 4.507456E+09, 4.790512E+09, 5.090613E+09, # 5.408739E+09, 5.745924E+09, 6.103257E+09, 6.481888E+09, 6.883028E+09, 7.307954E+09, # 7.758011E+09, 8.234619E+09, 8.739270E+09, 9.273539E+09, 9.839083E+09, 1.043765E+10, # 1.107107E+10, 1.174129E+10, 1.245035E+10, 1.320038E+10, 1.399364E+10, 1.483252E+10, # 1.571950E+10, 1.665723E+10, 1.764846E+10, 1.869609E+10, 1.980320E+10, 2.097300E+10, # 2.220886E+10, 2.351434E+10, 2.489318E+10, 2.634929E+10, 2.788681E+10, 2.951007E+10, # 3.122361E+10, 3.303222E+10, 3.494092E+10, 3.695498E+10, 3.907993E+10, 4.132158E+10, # 4.368605E+10, 4.617972E+10, 4.880931E+10, 5.158187E+10, 5.450480E+10, 5.758585E+10, # 6.083316E+10, 6.425526E+10, 6.786110E+10, 7.166007E+10, 7.566199E+10, 7.987718E+10, # 8.431644E+10, 8.899110E+10, 9.391302E+10, 9.909465E+10, 1.045490E+11, 1.102897E+11, # 1.163311E+11, 1.226881E+11, 1.293764E+11, 1.364123E+11, 1.438132E+11, 1.515969E+11, # 1.597823E+11, 1.683890E+11, 1.774378E+11, 1.869501E+11, 1.969484E+11, 2.074565E+11, # 2.184989E+11, 2.301015E+11, 2.422913E+11, 2.550965E+11, 2.685465E+11, 2.826723E+11, # 2.975061E+11, 3.130816E+11, 3.294339E+11, 3.465999E+11, 3.646180E+11, 3.835284E+11, # 4.033730E+11, 4.241956E+11, 4.460421E+11, 4.689601E+11, 4.929995E+11, 5.182125E+11, # 5.446534E+11, 5.723790E+11, 6.014485E+11, 6.319237E+11, 6.638692E+11, 6.973522E+11, # 7.324430E+11, 7.692148E+11, 8.077440E+11, 8.481104E+11, 8.903970E+11, 9.346905E+11, # 9.810813E+11, 1.029664E+12, 1.080535E+12, 1.133799E+12, 1.189562E+12, 1.247934E+12, # 1.309033E+12, 1.372978E+12, 1.439895E+12, 1.509915E+12, 1.583176E+12, 1.659818E+12, # 1.739990E+12, 1.823847E+12, 1.911548E+12, 2.003261E+12, 2.099160E+12, 2.199427E+12, # 2.304249E+12, 2.413823E+12, 2.528353E+12, 2.648052E+12, 2.773141E+12, 2.903849E+12, # 3.040418E+12, 3.183094E+12, 3.332138E+12, 3.487818E+12, 3.650416E+12, 3.820222E+12, # 3.997538E+12, 4.182681E+12, 4.375977E+12, 4.577767E+12, 4.788404E+12, 5.008257E+12, # 5.237706E+12, 5.477150E+12, 5.727001E+12, 5.987687E+12, 6.259654E+12, 6.543365E+12, # 6.839299E+12, 7.147956E+12, 7.469855E+12, 7.805533E+12, 8.155550E+12, 8.520486E+12, # 8.900943E+12, 9.297547E+12, 9.710947E+12, 1.014182E+13, 1.059086E+13, 1.105879E+13, # 1.154638E+13, 1.205439E+13, 1.258365E+13, 1.313499E+13, 1.370928E+13, 1.430744E+13, # 1.493039E+13, 1.557912E+13, 1.625464E+13, 1.695798E+13, 1.769025E+13, 1.845256E+13, # 1.924608E+13, 2.007203E+13, 2.093165E+13, 2.182625E+13, 2.275718E+13, 2.372583E+13, # 2.473365E+13, 2.578214E+13, 2.687286E+13, 2.800741E+13, 2.918747E+13, 3.041476E+13, # 3.169107E+13, 3.301827E+13, 3.439826E+13, 3.583304E+13, 3.732466E+13, 3.887527E+13, # 4.048707E+13, 4.216234E+13, 4.390345E+13, 4.571286E+13, 4.759310E+13, 4.954678E+13, # 5.157665E+13, 5.368549E+13, 5.587623E+13, 5.815188E+13, 6.051554E+13, 6.297045E+13, # 6.551994E+13, 6.816746E+13, 7.091657E+13, 7.377097E+13, 7.673448E+13, 7.981105E+13, # 8.300475E+13, 8.631981E+13, 8.976060E+13, 9.333163E+13, 9.703756E+13, 1.008832E+14, # 1.048736E+14, 1.090139E+14, 1.133094E+14, 1.177655E+14, 1.223881E+14, 1.271830E+14, # 1.321562E+14, 1.373141E+14, 1.426631E+14, 1.482100E+14, 1.539616E+14, 1.599251E+14, # 1.661080E+14, 1.725177E+14, 1.791624E+14, 1.860500E+14, 1.931889E+14, 2.005880E+14, # 2.082560E+14, 2.162024E+14, 2.244366E+14, 2.329686E+14, 2.418084E+14, 2.509667E+14, # 2.604542E+14, 2.702823E+14, 2.804624E+14, 2.910064E+14, 3.019268E+14, 3.132362E+14, # 3.249478E+14, 3.370749E+14, 3.496317E+14, 3.626326E+14, 3.760923E+14, 3.900262E+14, # 4.044502E+14, 4.193804E+14, 4.348339E+14, 4.508278E+14, 4.673801E+14, 4.845093E+14, # 5.022343E+14, 5.205748E+14, 5.395510E+14, 5.591837E+14, 5.794945E+14, 6.005055E+14, # 6.222395E+14, 6.447202E+14, 6.679716E+14, 6.920190E+14, 7.168880E+14, 7.426052E+14, # 7.691980E+14, 7.966946E+14, 8.251240E+14, 8.545162E+14, 8.849021E+14, 9.163135E+14, # 9.487830E+14, 9.823444E+14, 1.017032E+15, 1.052883E+15, 1.089933E+15, 1.128220E+15, # 1.167783E+15, 1.208663E+15, 1.250902E+15, 1.294540E+15, 1.339624E+15, 1.386198E+15, # 1.434308E+15, 1.484002E+15, 1.535330E+15, 1.588344E+15, 1.643094E+15, 1.699635E+15, # 1.758022E+15, 1.818313E+15, 1.880565E+15, 1.944840E+15, 2.011200E+15, 2.079708E+15, # 2.150431E+15, 2.223435E+15, 2.298791E+15, 2.376571E+15, 2.456848E+15, 2.539698E+15, # 2.625198E+15, 2.713430E+15, 2.804476E+15, 2.898421E+15, 2.995351E+15, 3.095357E+15, # 3.198532E+15, 3.304969E+15, 3.414766E+15, 3.528025E+15, 3.644848E+15, 3.765342E+15, # 3.889615E+15, 4.017779E+15, 4.149950E+15, 4.286247E+15, 4.426790E+15, 4.571706E+15, # 4.721123E+15, 4.875173E+15, 5.033992E+15, 5.197720E+15, 5.366501E+15, 5.540481E+15, # 5.719812E+15, 5.904650E+15, 6.095156E+15, 6.291492E+15, 6.493829E+15, 6.702340E+15, # 6.917202E+15, 7.138599E+15, 7.366718E+15, 7.601754E+15, 7.843904E+15, 8.093372E+15, # 8.350366E+15, 8.615103E+15, 8.887802E+15, #]) # ============================ M = 28, I = 1 ============================ M = 28 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[5] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 8.000210E+00, 2.500325E+01, 6.080058E+01, 1.076993E+02, 1.634756E+02, 2.267043E+02, 2.965282E+02, 3.723620E+02, 4.537635E+02, 5.403790E+02, 6.319162E+02, 7.281288E+02, 8.288067E+02, 9.337702E+02, 1.042867E+03, 1.155969E+03, 1.272974E+03, 1.393806E+03, 1.518410E+03, 1.646760E+03, 1.778850E+03, 1.914699E+03, 2.054349E+03, 2.197862E+03, 2.345319E+03, 2.496819E+03, 2.652478E+03, 2.812427E+03, 2.976809E+03, 3.145782E+03, 3.319511E+03, 3.498174E+03, 3.681956E+03, 3.871054E+03, 4.065668E+03, 4.266008E+03, 4.472291E+03, 4.684740E+03, 4.903585E+03, 5.129063E+03, 5.361415E+03, 5.600891E+03, 5.847747E+03, 6.102244E+03, 6.364650E+03, 6.635242E+03, 6.914302E+03, 7.202118E+03, 7.498988E+03, 7.805217E+03, 8.121115E+03, 8.447003E+03, 8.783208E+03, 9.130068E+03, 9.487927E+03, 9.857139E+03, 1.023807E+04, 1.063108E+04, 1.103656E+04, 1.145491E+04, 1.188652E+04, 1.233180E+04, 1.279117E+04, 1.326508E+04, 1.375395E+04, 1.425826E+04, 1.477846E+04, 1.531503E+04, 1.586846E+04, 1.643926E+04, 1.702794E+04, 1.763503E+04, 1.826107E+04, 1.890662E+04, 1.957224E+04, 2.025851E+04, 2.096604E+04, 2.169544E+04, 2.244732E+04, 2.322234E+04, 2.402115E+04, 2.484442E+04, 2.569284E+04, 2.656712E+04, 2.746798E+04, 2.839616E+04, 2.935242E+04, 3.033753E+04, 3.135229E+04, 3.239750E+04, 3.347401E+04, 3.458265E+04, 3.572430E+04, 3.689985E+04, 3.811021E+04, 3.935631E+04, 4.063911E+04, 4.195957E+04, 4.331870E+04, 4.471751E+04, 4.615704E+04, 4.763836E+04, 4.916257E+04, 5.073076E+04, 5.234409E+04, 5.400370E+04, 5.571079E+04, 5.746658E+04, 5.927230E+04, 6.112921E+04, 6.303863E+04, 6.500185E+04, 6.702025E+04, 6.909519E+04, 7.122808E+04, 7.342037E+04, 7.567351E+04, 7.798901E+04, 8.036840E+04, 8.281323E+04, 8.532511E+04, 8.790566E+04, 9.055653E+04, 9.327943E+04, 9.607607E+04, 9.894822E+04, 1.018977E+05, 1.049263E+05, 1.080359E+05, 1.112284E+05, 1.145057E+05, 1.178699E+05, 1.213230E+05, 1.248669E+05, 1.285039E+05, 1.322360E+05, 1.360654E+05, 1.399944E+05, 1.440252E+05, 1.481600E+05, 1.524013E+05, 1.567515E+05, 1.612128E+05, 1.657879E+05, 1.704793E+05, 1.752894E+05, 1.802210E+05, 1.852766E+05, 1.904590E+05, 1.957709E+05, 2.012151E+05, 2.067944E+05, 2.125118E+05, 2.183701E+05, 2.243723E+05, 2.305216E+05, 2.368209E+05, 2.432733E+05, 2.498822E+05, 2.566507E+05, 2.635820E+05, 2.706796E+05, 2.779468E+05, 2.853871E+05, 2.930039E+05, 3.008007E+05, 3.087813E+05, 3.169491E+05, 3.253080E+05, 3.338617E+05, 3.426140E+05, 3.515687E+05, 3.607297E+05, 3.701011E+05, 3.796869E+05, 3.894910E+05, 3.995178E+05, 4.097712E+05, 4.202557E+05, 4.309754E+05, 4.419347E+05, 4.531381E+05, 4.645899E+05, 4.762948E+05, 4.882572E+05, 5.004818E+05, 5.129732E+05, 5.257362E+05, 5.387755E+05, 5.520961E+05, 5.657027E+05, 5.796004E+05, 5.937941E+05, 6.082889E+05, 6.230898E+05, 6.382020E+05, 6.536308E+05, 6.693814E+05, 6.854591E+05, 7.018692E+05, 7.186173E+05, 7.357086E+05, 7.531488E+05, 7.709434E+05, 7.890981E+05, 8.076184E+05, 8.265101E+05, 8.457790E+05, 8.654309E+05, 8.854715E+05, 9.059069E+05, 9.267429E+05, 9.479856E+05, 9.696410E+05, 9.917151E+05, 1.014214E+06, 1.037144E+06, 1.060512E+06, 1.084322E+06, 1.108583E+06, 1.133300E+06, 1.158479E+06, 1.184128E+06, 1.210251E+06, 1.236857E+06, 1.263951E+06, 1.291540E+06, 1.319630E+06, 1.348229E+06, 1.377343E+06, 1.406978E+06, 1.437142E+06, 1.467840E+06, 1.499081E+06, 1.530870E+06, 1.563215E+06, 1.596122E+06, 1.629599E+06, 1.663652E+06, 1.698289E+06, 1.733515E+06, 1.769339E+06, 1.805768E+06, 1.842808E+06, 1.880466E+06, 1.918750E+06, 1.957667E+06, 1.997223E+06, 2.037427E+06, 2.078285E+06, 2.119805E+06, 2.161993E+06, 2.204858E+06, 2.248405E+06, 2.292643E+06, 2.337579E+06, 2.383220E+06, 2.429573E+06, 2.476646E+06, 2.524445E+06, 2.572979E+06, 2.622255E+06, 2.672280E+06, 2.723061E+06, 2.774606E+06, 2.826921E+06, 2.880016E+06, 2.933896E+06, 2.988569E+06, 3.044042E+06, 3.100324E+06, 3.157421E+06, 3.215340E+06, 3.274089E+06, 3.333676E+06, 3.394107E+06, 3.455390E+06, 3.517533E+06, 3.580542E+06, 3.644425E+06, 3.709190E+06, 3.774843E+06, 3.841392E+06, 3.908844E+06, 3.977207E+06, 4.046488E+06, 4.116693E+06, 4.187831E+06, 4.259908E+06, 4.332932E+06, 4.406909E+06, 4.481848E+06, 4.557755E+06, 4.634637E+06, 4.712501E+06, 4.791355E+06, 4.871206E+06, 4.952060E+06, 5.033924E+06, 5.116807E+06, 5.200714E+06, 5.285653E+06, 5.371630E+06, 5.458652E+06, 5.546727E+06, 5.635862E+06, 5.726062E+06, 5.817335E+06, 5.909687E+06, 6.003126E+06, 6.097659E+06, 6.193290E+06, 6.290029E+06, 6.387880E+06, 6.486851E+06, 6.586948E+06, 6.688177E+06, 6.790546E+06, 6.894061E+06, 6.998728E+06, 7.104553E+06, 7.211543E+06, 7.319705E+06, 7.429043E+06, 7.539566E+06, 7.651278E+06, 7.764186E+06, 7.878297E+06, 7.993616E+06, 8.110149E+06, 8.227903E+06, 8.346883E+06, 8.467096E+06, 8.588546E+06, 8.711241E+06, 8.835186E+06, 8.960386E+06, 9.086848E+06, 9.214576E+06, 9.343578E+06, 9.473858E+06, 9.605421E+06, 9.738275E+06, 9.872423E+06, 1.000787E+07, 1.014463E+07, 1.028269E+07, 1.042207E+07, 1.056277E+07, 1.070480E+07, 1.084817E+07, 1.099287E+07, 1.113891E+07, 1.128630E+07, 1.143504E+07, 1.158513E+07, 1.173659E+07, 1.188942E+07, 1.204362E+07, 1.219919E+07, 1.235615E+07, 1.251449E+07, 1.267422E+07, 1.283535E+07, 1.299787E+07, 1.316180E+07, 1.332714E+07, 1.349389E+07, 1.366206E+07, 1.383165E+07, 1.400266E+07, 1.417511E+07, 1.434898E+07, 1.452430E+07, 1.470106E+07, 1.487926E+07, 1.505891E+07, 1.524002E+07, 1.542258E+07, 1.560660E+07, 1.579209E+07, 1.597905E+07, 1.616748E+07, 1.635739E+07, 1.654877E+07, 1.674164E+07, 1.693599E+07, 1.713184E+07, 1.732917E+07, 1.752801E+07, 1.772834E+07, 1.793017E+07, 1.813351E+07, 1.833836E+07, 1.854472E+07, 1.875260E+07, 1.896199E+07, 1.917291E+07, 1.938534E+07, 1.959931E+07, 1.981480E+07, 2.003183E+07, 2.025039E+07, 2.047048E+07, 2.069212E+07, 2.091530E+07, 2.114002E+07, 2.136629E+07, 2.159411E+07, 2.182348E+07, 2.205441E+07, 2.228689E+07, 2.252093E+07, 2.275653E+07, 2.299369E+07, 2.323241E+07, 2.347271E+07, 2.371457E+07, 2.395800E+07, 2.420300E+07, 2.444958E+07, 2.469774E+07, 2.494747E+07, 2.519878E+07, 2.545167E+07, 2.570614E+07, 2.596220E+07, 2.621984E+07, 2.647907E+07, 2.673989E+07, 2.700230E+07, 2.726629E+07, 2.753188E+07, 2.779907E+07, 2.806784E+07, 2.833822E+07, 2.861019E+07, 2.888375E+07, 2.915892E+07, 2.943568E+07, 2.971405E+07, 2.999402E+07, 3.027559E+07, 3.055876E+07, 3.084354E+07, 3.112992E+07, 3.141790E+07, 3.170749E+07, 3.199869E+07, 3.229150E+07, 3.258591E+07, ]) # ============================ M = 29, I = 1 ============================ M = 29 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.300330E+01, 3.767447E+02, 1.060780E+03, 1.946108E+03, 2.994480E+03, 4.183786E+03, 5.499119E+03, 6.929584E+03, 8.466905E+03, 1.010482E+04, 1.183885E+04, 1.366623E+04, 1.558590E+04, 1.759839E+04, 1.970577E+04, 2.191145E+04, 2.422011E+04, 2.663750E+04, 2.917030E+04, 3.182605E+04, 3.461299E+04, 3.754004E+04, 4.061669E+04, 4.385301E+04, 4.725957E+04, 5.084745E+04, 5.462826E+04, 5.861406E+04, 6.281747E+04, 6.725158E+04, 7.193003E+04, 7.686702E+04, 8.207734E+04, 8.757632E+04, 9.337996E+04, 9.950488E+04, 1.059684E+05, 1.127884E+05, 1.199837E+05, 1.275738E+05, 1.355789E+05, 1.440200E+05, 1.529192E+05, 1.622991E+05, 1.721835E+05, 1.825970E+05, 1.935653E+05, 2.051149E+05, 2.172735E+05, 2.300699E+05, 2.435340E+05, 2.576967E+05, 2.725902E+05, 2.882480E+05, 3.047047E+05, 3.219964E+05, 3.401604E+05, 3.592355E+05, 3.792616E+05, 4.002806E+05, 4.223355E+05, 4.454712E+05, 4.697336E+05, 4.951711E+05, 5.218332E+05, 5.497712E+05, 5.790385E+05, 6.096900E+05, 6.417827E+05, 6.753756E+05, 7.105294E+05, 7.473075E+05, 7.857744E+05, 8.259978E+05, 8.680471E+05, 9.119940E+05, 9.579127E+05, 1.005880E+06, 1.055974E+06, 1.108277E+06, 1.162873E+06, 1.219850E+06, 1.279295E+06, 1.341302E+06, 1.405966E+06, 1.473385E+06, 1.543660E+06, 1.616896E+06, 1.693200E+06, 1.772682E+06, 1.855457E+06, 1.941641E+06, 2.031357E+06, 2.124727E+06, 2.221881E+06, 2.322949E+06, 2.428067E+06, 2.537375E+06, 2.651016E+06, 2.769138E+06, 2.891891E+06, 3.019433E+06, 3.151923E+06, 3.289526E+06, 3.432411E+06, 3.580752E+06, 3.734728E+06, 3.894521E+06, 4.060320E+06, 4.232319E+06, 4.410715E+06, 4.595715E+06, 4.787525E+06, 4.986359E+06, 5.192441E+06, 5.405994E+06, 5.627252E+06, 5.856450E+06, 6.093834E+06, 6.339652E+06, 6.594162E+06, 6.857625E+06, 7.130313E+06, 7.412500E+06, 7.704467E+06, 8.006508E+06, 8.318917E+06, 8.641998E+06, 8.976065E+06, 9.321433E+06, 9.678431E+06, 1.004739E+07, 1.042866E+07, 1.082259E+07, 1.122953E+07, 1.164985E+07, 1.208393E+07, 1.253215E+07, 1.299491E+07, 1.347260E+07, 1.396564E+07, 1.447445E+07, 1.499946E+07, 1.554111E+07, 1.609985E+07, 1.667613E+07, 1.727043E+07, 1.788323E+07, 1.851502E+07, 1.916631E+07, 1.983759E+07, 2.052940E+07, 2.124227E+07, 2.197675E+07, 2.273339E+07, 2.351277E+07, 2.431547E+07, 2.514208E+07, 2.599322E+07, 2.686948E+07, 2.777152E+07, 2.869997E+07, 2.965551E+07, 3.063878E+07, 3.165049E+07, 3.269133E+07, 3.376202E+07, 3.486330E+07, 3.599588E+07, 3.716054E+07, 3.835806E+07, 3.958922E+07, 4.085482E+07, 4.215568E+07, 4.349265E+07, 4.486657E+07, 4.627831E+07, 4.772876E+07, 4.921882E+07, 5.074942E+07, 5.232149E+07, 5.393598E+07, 5.559387E+07, 5.729615E+07, 5.904385E+07, 6.083798E+07, 6.267958E+07, 6.456974E+07, 6.650956E+07, 6.850011E+07, 7.054254E+07, 7.263800E+07, 7.478767E+07, 7.699273E+07, 7.925441E+07, 8.157392E+07, 8.395253E+07, 8.639153E+07, 8.889220E+07, 9.145590E+07, 9.408394E+07, 9.677775E+07, 9.953866E+07, 1.023681E+08, 1.052676E+08, 1.082386E+08, 1.112825E+08, 1.144010E+08, 1.175954E+08, 1.208675E+08, 1.242189E+08, 1.276511E+08, 1.311658E+08, 1.347647E+08, 1.384496E+08, 1.422220E+08, 1.460840E+08, 1.500371E+08, 1.540834E+08, 1.582245E+08, 1.624626E+08, 1.667993E+08, 1.712367E+08, 1.757769E+08, 1.804217E+08, 1.851733E+08, 1.900338E+08, 1.950053E+08, 2.000898E+08, 2.052897E+08, 2.106070E+08, 2.160442E+08, 2.216035E+08, 2.272871E+08, 2.330976E+08, 2.390372E+08, 2.451085E+08, 2.513138E+08, 2.576558E+08, 2.641369E+08, 2.707598E+08, 2.775271E+08, 2.844415E+08, 2.915056E+08, 2.987224E+08, 3.060944E+08, 3.136247E+08, 3.213160E+08, 3.291713E+08, 3.371937E+08, 3.453860E+08, 3.537512E+08, 3.622928E+08, 3.710136E+08, 3.799169E+08, 3.890059E+08, 3.982840E+08, 4.077545E+08, 4.174208E+08, 4.272862E+08, 4.373543E+08, 4.476286E+08, 4.581129E+08, 4.688105E+08, 4.797253E+08, 4.908611E+08, 5.022216E+08, 5.138105E+08, 5.256319E+08, 5.376897E+08, 5.499880E+08, 5.625309E+08, 5.753222E+08, 5.883665E+08, 6.016678E+08, 6.152305E+08, 6.290589E+08, 6.431575E+08, 6.575307E+08, 6.721832E+08, 6.871194E+08, 7.023441E+08, 7.178619E+08, 7.336778E+08, 7.497965E+08, 7.662230E+08, 7.829623E+08, 8.000195E+08, 8.173995E+08, 8.351077E+08, 8.531493E+08, 8.715297E+08, 8.902543E+08, 9.093285E+08, 9.287578E+08, 9.485481E+08, 9.687047E+08, 9.892336E+08, 1.010141E+09, 1.031432E+09, 1.053113E+09, 1.075190E+09, 1.097669E+09, 1.120557E+09, 1.143859E+09, 1.167583E+09, 1.191734E+09, 1.216319E+09, 1.241345E+09, 1.266819E+09, 1.292747E+09, 1.319136E+09, 1.345992E+09, 1.373325E+09, 1.401139E+09, 1.429444E+09, 1.458245E+09, 1.487550E+09, 1.517367E+09, 1.547703E+09, 1.578567E+09, 1.609966E+09, 1.641907E+09, 1.674399E+09, 1.707449E+09, 1.741067E+09, 1.775259E+09, 1.810035E+09, 1.845404E+09, 1.881373E+09, 1.917950E+09, 1.955147E+09, 1.992969E+09, 2.031428E+09, 2.070532E+09, 2.110289E+09, 2.150711E+09, 2.191804E+09, 2.233580E+09, 2.276049E+09, 2.319218E+09, 2.363100E+09, 2.407703E+09, 2.453037E+09, 2.499113E+09, 2.545942E+09, 2.593533E+09, 2.641897E+09, 2.691044E+09, 2.740986E+09, 2.791734E+09, ]) # ============================ M = 29, I = 2 ============================ M = 29 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.600659E+01, 7.534893E+02, 2.121560E+03, 3.892216E+03, 5.988960E+03, 8.367572E+03, 1.099824E+04, 1.385917E+04, 1.693381E+04, 2.020964E+04, 2.367770E+04, 2.733250E+04, 3.117187E+04, 3.519691E+04, 3.941173E+04, 4.382320E+04, 4.844066E+04, 5.327561E+04, 5.834143E+04, 6.365316E+04, 6.922734E+04, 7.508175E+04, 8.123543E+04, 8.770848E+04, 9.452204E+04, 1.016983E+05, 1.092604E+05, 1.172326E+05, 1.256400E+05, 1.345089E+05, 1.438665E+05, 1.537412E+05, 1.641626E+05, 1.751614E+05, 1.867695E+05, 1.990203E+05, 2.119482E+05, 2.255893E+05, 2.399810E+05, 2.551622E+05, 2.711735E+05, 2.880570E+05, 3.058566E+05, 3.246177E+05, 3.443879E+05, 3.652164E+05, 3.871544E+05, 4.102551E+05, 4.345740E+05, 4.601685E+05, 4.870983E+05, 5.154256E+05, 5.452144E+05, 5.765320E+05, 6.094476E+05, 6.440331E+05, 6.803632E+05, 7.185157E+05, 7.585704E+05, 8.006109E+05, 8.447233E+05, 8.909973E+05, 9.395250E+05, 9.904028E+05, 1.043730E+06, 1.099609E+06, 1.158147E+06, 1.219453E+06, 1.283642E+06, 1.350832E+06, 1.421143E+06, 1.494703E+06, 1.571641E+06, 1.652092E+06, 1.736195E+06, 1.824093E+06, 1.915934E+06, 2.011873E+06, 2.112067E+06, 2.216678E+06, 2.325876E+06, 2.439833E+06, 2.558730E+06, 2.682749E+06, 2.812083E+06, 2.946927E+06, 3.087485E+06, 3.233963E+06, 3.386577E+06, 3.545548E+06, 3.711105E+06, 3.883481E+06, 4.062920E+06, 4.249668E+06, 4.443983E+06, 4.646127E+06, 4.856372E+06, 5.074998E+06, 5.302289E+06, 5.538541E+06, 5.784058E+06, 6.039152E+06, 6.304143E+06, 6.579359E+06, 6.865140E+06, 7.161833E+06, 7.469795E+06, 7.789393E+06, 8.121003E+06, 8.465013E+06, 8.821819E+06, 9.191830E+06, 9.575464E+06, 9.973147E+06, 1.038532E+07, 1.081245E+07, 1.125497E+07, 1.171339E+07, 1.218817E+07, 1.267982E+07, 1.318886E+07, 1.371580E+07, 1.426120E+07, 1.482559E+07, 1.540954E+07, 1.601364E+07, 1.663848E+07, 1.728466E+07, 1.795281E+07, 1.864357E+07, 1.935759E+07, 2.009553E+07, 2.085809E+07, 2.164596E+07, 2.245987E+07, 2.330053E+07, 2.416872E+07, 2.506518E+07, 2.599072E+07, 2.694613E+07, 2.793224E+07, 2.894989E+07, 2.999994E+07, 3.108326E+07, 3.220077E+07, 3.335336E+07, 3.454200E+07, 3.576763E+07, 3.703124E+07, 3.833384E+07, 3.967644E+07, 4.106009E+07, 4.248586E+07, 4.395486E+07, 4.546818E+07, 4.702698E+07, 4.863242E+07, 5.028568E+07, 5.198798E+07, 5.374055E+07, 5.554466E+07, 5.740161E+07, 5.931272E+07, 6.127931E+07, 6.330278E+07, 6.538450E+07, 6.752592E+07, 6.972852E+07, 7.199374E+07, 7.432310E+07, 7.671818E+07, 7.918056E+07, 8.171180E+07, 8.431358E+07, 8.698757E+07, 8.973546E+07, 9.255900E+07, 9.545995E+07, 9.844013E+07, 1.015014E+08, 1.046456E+08, 1.078746E+08, 1.111905E+08, 1.145951E+08, 1.180905E+08, 1.216789E+08, 1.253621E+08, 1.291425E+08, 1.330222E+08, 1.370034E+08, 1.410883E+08, 1.452793E+08, 1.495787E+08, 1.539889E+08, 1.585123E+08, 1.631514E+08, 1.679087E+08, 1.727868E+08, 1.777882E+08, 1.829157E+08, 1.881719E+08, 1.935595E+08, 1.990815E+08, 2.047405E+08, 2.105395E+08, 2.164816E+08, 2.225695E+08, 2.288065E+08, 2.351955E+08, 2.417398E+08, 2.484426E+08, 2.553071E+08, 2.623366E+08, 2.695345E+08, 2.769043E+08, 2.844494E+08, 2.921733E+08, 3.000798E+08, 3.081724E+08, 3.164548E+08, 3.249309E+08, 3.336044E+08, 3.424795E+08, 3.515598E+08, 3.608497E+08, 3.703530E+08, 3.800740E+08, 3.900171E+08, 4.001862E+08, 4.105861E+08, 4.212210E+08, 4.320955E+08, 4.432141E+08, 4.545816E+08, 4.662025E+08, 4.780819E+08, 4.902245E+08, 5.026354E+08, 5.153195E+08, 5.282818E+08, 5.415277E+08, 5.550625E+08, 5.688914E+08, 5.830199E+08, 5.974535E+08, 6.121977E+08, 6.272584E+08, 6.426412E+08, 6.583520E+08, 6.743967E+08, 6.907814E+08, 7.075121E+08, 7.245953E+08, 7.420372E+08, 7.598439E+08, 7.780220E+08, 7.965784E+08, 8.155195E+08, 8.348521E+08, 8.545832E+08, 8.747197E+08, 8.952684E+08, 9.162371E+08, 9.376325E+08, 9.594623E+08, 9.817339E+08, 1.004455E+09, 1.027633E+09, 1.051276E+09, 1.075392E+09, 1.099989E+09, 1.125074E+09, 1.150657E+09, 1.176746E+09, 1.203349E+09, 1.230475E+09, 1.258132E+09, 1.286329E+09, 1.315075E+09, 1.344380E+09, 1.374253E+09, 1.404703E+09, 1.435738E+09, 1.467371E+09, 1.499608E+09, 1.532461E+09, 1.565940E+09, 1.600055E+09, 1.634815E+09, 1.670231E+09, 1.706315E+09, 1.743076E+09, 1.780525E+09, 1.818674E+09, 1.857533E+09, 1.897113E+09, 1.937427E+09, 1.978485E+09, 2.020299E+09, 2.062881E+09, 2.106243E+09, 2.150397E+09, 2.195356E+09, 2.241132E+09, 2.287737E+09, 2.335184E+09, 2.383486E+09, 2.432657E+09, 2.482710E+09, 2.533657E+09, 2.585513E+09, 2.638291E+09, 2.692005E+09, 2.746670E+09, 2.802299E+09, 2.858908E+09, 2.916510E+09, 2.975121E+09, 3.034755E+09, 3.095428E+09, 3.157156E+09, 3.219953E+09, 3.283835E+09, 3.348819E+09, 3.414921E+09, 3.482156E+09, 3.550541E+09, 3.620094E+09, 3.690830E+09, 3.762768E+09, 3.835924E+09, 3.910316E+09, 3.985962E+09, 4.062879E+09, 4.141087E+09, 4.220602E+09, 4.301445E+09, 4.383633E+09, 4.467185E+09, 4.552122E+09, 4.638461E+09, 4.726224E+09, 4.815431E+09, 4.906099E+09, 4.998252E+09, 5.091908E+09, 5.187090E+09, 5.283818E+09, 5.382113E+09, 5.481997E+09, 5.583493E+09, ]) # ============================ M = 30, I = 1 ============================ M = 30 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.030200E+02, 3.161421E+03, 8.927419E+03, 1.639214E+04, 2.523132E+04, 3.526128E+04, 4.637565E+04, 5.853672E+04, 7.177676E+04, 8.619683E+04, 1.019630E+05, 1.193027E+05, 1.385034E+05, 1.599127E+05, 1.839423E+05, 2.110738E+05, 2.418668E+05, 2.769703E+05, 3.171359E+05, 3.632343E+05, 4.162746E+05, 4.774265E+05, 5.480466E+05, 6.297090E+05, 7.242394E+05, 8.337559E+05, 9.607151E+05, 1.107965E+06, 1.278807E+06, 1.477063E+06, 1.707158E+06, 1.974214E+06, 2.284147E+06, 2.643794E+06, 3.061047E+06, 3.545009E+06, 4.106167E+06, 4.756601E+06, 5.510207E+06, 6.382958E+06, 7.393198E+06, 8.561980E+06, 9.913436E+06, 1.147521E+07, 1.327894E+07, 1.536079E+07, 1.776208E+07, 2.052996E+07, 2.371822E+07, 2.738808E+07, 3.160928E+07, 3.646110E+07, 4.203360E+07, 4.842902E+07, 5.576332E+07, 6.416786E+07, 7.379138E+07, 8.480210E+07, 9.739014E+07, 1.117701E+08, 1.281842E+08, 1.469054E+08, 1.682410E+08, 1.925370E+08, 2.201823E+08, 2.516136E+08, 2.873214E+08, 3.278556E+08, 3.738326E+08, 4.259424E+08, 4.849571E+08, 5.517399E+08, 6.272550E+08, 7.125787E+08, 8.089114E+08, 9.175913E+08, 1.040108E+09, 1.178121E+09, 1.333472E+09, 1.508213E+09, 1.704618E+09, 1.925212E+09, 2.172795E+09, 2.450471E+09, 2.761674E+09, 3.110207E+09, 3.500274E+09, 3.936522E+09, 4.424082E+09, 4.968616E+09, 5.576371E+09, 6.254232E+09, 7.009782E+09, 7.851370E+09, 8.788182E+09, 9.830316E+09, 1.098887E+10, 1.227603E+10, 1.370517E+10, 1.529096E+10, 1.704949E+10, 1.899838E+10, 2.115692E+10, 2.354623E+10, 2.618941E+10, 2.911170E+10, 3.234070E+10, 3.590654E+10, 3.984208E+10, 4.418321E+10, 4.896903E+10, 5.424216E+10, 6.004900E+10, 6.644010E+10, 7.347043E+10, 8.119980E+10, 8.969319E+10, 9.902123E+10, 1.092606E+11, 1.204946E+11, 1.328135E+11, 1.463153E+11, 1.611061E+11, 1.773009E+11, 1.950245E+11, 2.144115E+11, 2.356080E+11, 2.587718E+11, 2.840735E+11, 3.116975E+11, 3.418429E+11, 3.747248E+11, 4.105754E+11, 4.496450E+11, 4.922036E+11, 5.385424E+11, 5.889749E+11, 6.438391E+11, 7.034988E+11, 7.683454E+11, 8.388001E+11, 9.153161E+11, 9.983803E+11, 1.088516E+12, 1.186286E+12, 1.292294E+12, 1.407187E+12, 1.531662E+12, 1.666465E+12, 1.812396E+12, 1.970312E+12, 2.141134E+12, 2.325846E+12, 2.525502E+12, 2.741231E+12, 2.974242E+12, 3.225827E+12, 3.497369E+12, 3.790346E+12, 4.106337E+12, 4.447031E+12, 4.814230E+12, 5.209859E+12, 5.635974E+12, 6.094768E+12, 6.588580E+12, 7.119906E+12, 7.691405E+12, 8.305914E+12, 8.966455E+12, 9.676246E+12, 1.043872E+13, 1.125751E+13, 1.213652E+13, 1.307988E+13, 1.409197E+13, 1.517749E+13, 1.634139E+13, 1.758897E+13, 1.892584E+13, 2.035796E+13, 2.189167E+13, 2.353370E+13, 2.529118E+13, 2.717170E+13, 2.918329E+13, 3.133448E+13, 3.363431E+13, 3.609238E+13, 3.871883E+13, 4.152444E+13, 4.452062E+13, 4.771944E+13, 5.113370E+13, 5.477695E+13, 5.866351E+13, 6.280855E+13, 6.722812E+13, 7.193919E+13, 7.695971E+13, 8.230863E+13, 8.800602E+13, 9.407307E+13, 1.005322E+14, 1.074069E+14, 1.147223E+14, 1.225048E+14, 1.307820E+14, 1.395835E+14, 1.489402E+14, 1.588847E+14, 1.694516E+14, 1.806772E+14, 1.925998E+14, 2.052598E+14, 2.186998E+14, 2.329647E+14, 2.481017E+14, 2.641605E+14, 2.811935E+14, 2.992560E+14, 3.184059E+14, 3.387044E+14, 3.602159E+14, 3.830078E+14, 4.071514E+14, 4.327215E+14, 4.597968E+14, 4.884599E+14, 5.187977E+14, 5.509017E+14, 5.848676E+14, 6.207965E+14, 6.587940E+14, 6.989715E+14, 7.414456E+14, 7.863388E+14, 8.337797E+14, 8.839034E+14, 9.368513E+14, 9.927720E+14, 1.051821E+15, 1.114163E+15, 1.179967E+15, 1.249415E+15, 1.322693E+15, 1.400000E+15, 1.481542E+15, 1.567536E+15, 1.658207E+15, 1.753795E+15, 1.854548E+15, 1.960726E+15, 2.072601E+15, 2.190460E+15, 2.314601E+15, 2.445337E+15, 2.582994E+15, 2.727914E+15, 2.880455E+15, 3.040992E+15, 3.209916E+15, 3.387634E+15, 3.574576E+15, 3.771187E+15, 3.977935E+15, 4.195307E+15, 4.423813E+15, 4.663985E+15, 4.916380E+15, 5.181576E+15, 5.460182E+15, 5.752830E+15, 6.060180E+15, 6.382922E+15, 6.721775E+15, 7.077491E+15, 7.450851E+15, 7.842674E+15, 8.253812E+15, 8.685153E+15, 9.137623E+15, 9.612190E+15, 1.010986E+16, 1.063168E+16, 1.117876E+16, 1.175222E+16, 1.235325E+16, 1.298310E+16, 1.364306E+16, 1.433446E+16, 1.505870E+16, 1.581725E+16, 1.661161E+16, 1.744338E+16, 1.831418E+16, 1.922573E+16, 2.017982E+16, 2.117829E+16, 2.222307E+16, 2.331617E+16, 2.445967E+16, 2.565575E+16, 2.690665E+16, 2.821473E+16, 2.958242E+16, 3.101226E+16, 3.250689E+16, 3.406905E+16, 3.570158E+16, 3.740745E+16, 3.918974E+16, 4.105162E+16, 4.299644E+16, 4.502763E+16, 4.714877E+16, 4.936359E+16, 5.167594E+16, 5.408984E+16, 5.660946E+16, 5.923910E+16, 6.198326E+16, 6.484659E+16, 6.783393E+16, 7.095029E+16, 7.420086E+16, 7.759106E+16, 8.112647E+16, 8.481291E+16, 8.865639E+16, 9.266317E+16, 9.683972E+16, 1.011928E+17, 1.057292E+17, 1.104564E+17, 1.153817E+17, 1.205129E+17, 1.258580E+17, 1.314254E+17, 1.372237E+17, 1.432619E+17, 1.495491E+17, 1.560951E+17, 1.629096E+17, 1.700031E+17, 1.773862E+17, 1.850699E+17, 1.930657E+17, 2.013853E+17, 2.100411E+17, 2.190456E+17, 2.284122E+17, 2.381542E+17, 2.482858E+17, 2.588216E+17, 2.697765E+17, 2.811661E+17, 2.930066E+17, 3.053147E+17, 3.181074E+17, 3.314028E+17, 3.452192E+17, 3.595756E+17, 3.744919E+17, 3.899883E+17, 4.060860E+17, 4.228067E+17, 4.401729E+17, 4.582079E+17, 4.769358E+17, 4.963815E+17, 5.165705E+17, 5.375294E+17, 5.592857E+17, 5.818677E+17, 6.053046E+17, 6.296267E+17, 6.548652E+17, 6.810523E+17, 7.082212E+17, 7.364065E+17, 7.656436E+17, 7.959691E+17, 8.274209E+17, 8.600380E+17, 8.938607E+17, 9.289308E+17, 9.652910E+17, 1.002986E+18, 1.042061E+18, 1.082563E+18, 1.124542E+18, 1.168047E+18, 1.213131E+18, 1.259846E+18, 1.308248E+18, 1.358393E+18, 1.410341E+18, 1.464152E+18, 1.519889E+18, 1.577614E+18, 1.637396E+18, 1.699302E+18, 1.763403E+18, 1.829772E+18, 1.898482E+18, 1.969613E+18, 2.043242E+18, 2.119453E+18, 2.198329E+18, 2.279958E+18, 2.364429E+18, 2.451835E+18, 2.542272E+18, 2.635836E+18, 2.732630E+18, 2.832757E+18, 2.936324E+18, 3.043442E+18, 3.154225E+18, 3.268790E+18, 3.387257E+18, 3.509750E+18, 3.636398E+18, 3.767331E+18, 3.902685E+18, 4.042600E+18, 4.187219E+18, 4.336690E+18, 4.491164E+18, 4.650800E+18, 4.815756E+18, 4.986199E+18, 5.162300E+18, 5.344233E+18, 5.532179E+18, 5.726325E+18, 5.926860E+18, 6.133981E+18, 6.347890E+18, 6.568796E+18, 6.796911E+18, 7.032455E+18, 7.275655E+18, 7.526742E+18, 7.785956E+18, 8.053543E+18, 8.329754E+18, 8.614850E+18, 8.909098E+18, 9.212771E+18, 9.526152E+18, 9.849531E+18, 1.018321E+19, 1.052748E+19, 1.088267E+19, 1.124911E+19, 1.162711E+19, 1.201703E+19, 1.241921E+19, 1.283401E+19, 1.326181E+19, 1.370299E+19, 1.415792E+19, 1.462703E+19, 1.511071E+19, 1.560940E+19, 1.612351E+19, 1.665352E+19, 1.719986E+19, 1.776301E+19, 1.834346E+19, 1.894169E+19, 1.955823E+19, 2.019358E+19, 2.084830E+19, 2.152293E+19, 2.221803E+19, 2.293419E+19, 2.367199E+19, 2.443207E+19, 2.521503E+19, 2.602152E+19, 2.685221E+19, 2.770778E+19, 2.858891E+19, 2.949632E+19, 3.043075E+19, 3.139295E+19, 3.238368E+19, 3.340374E+19, 3.445394E+19, 3.553510E+19, 3.664809E+19, 3.779378E+19, 3.897306E+19, 4.018686E+19, 4.143611E+19, 4.272179E+19, 4.404489E+19, 4.540643E+19, ]) # ============================ M = 31, I = 1 ============================ M = 31 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[4] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.000000E+00, 3.233990E+00, 9.577640E+00, 1.729643E+01, 2.619804E+01, 3.620815E+01, 4.723879E+01, 5.920975E+01, 7.205446E+01, 8.571826E+01, 1.001556E+02, 1.153280E+02, 1.312023E+02, 1.477495E+02, 1.649444E+02, 1.827645E+02, 2.011901E+02, 2.202037E+02, 2.397898E+02, 2.599350E+02, 2.806276E+02, 3.018578E+02, 3.236172E+02, 3.458989E+02, 3.686976E+02, 3.920091E+02, 4.158306E+02, 4.401602E+02, 4.649971E+02, 4.903414E+02, 5.161940E+02, 5.425567E+02, 5.694318E+02, 5.968223E+02, 6.247317E+02, 6.531641E+02, 6.821239E+02, 7.116161E+02, 7.416459E+02, 7.722190E+02, 8.033414E+02, 8.350192E+02, 8.672592E+02, 9.000682E+02, 9.334532E+02, 9.674216E+02, 1.001981E+03, 1.037139E+03, 1.072904E+03, 1.109285E+03, 1.146289E+03, 1.183925E+03, 1.222203E+03, 1.261131E+03, 1.300719E+03, 1.340976E+03, 1.381913E+03, 1.423538E+03, 1.465863E+03, 1.508897E+03, 1.552650E+03, 1.597135E+03, 1.642361E+03, 1.688339E+03, 1.735081E+03, 1.782598E+03, 1.830901E+03, 1.880003E+03, 1.929915E+03, 1.980649E+03, 2.032218E+03, 2.084633E+03, 2.137907E+03, 2.192054E+03, 2.247085E+03, 2.303014E+03, 2.359854E+03, 2.417618E+03, 2.476320E+03, 2.535972E+03, 2.596589E+03, 2.658185E+03, 2.720774E+03, 2.784369E+03, 2.848985E+03, 2.914636E+03, 2.981338E+03, 3.049103E+03, 3.117948E+03, 3.187888E+03, 3.258936E+03, 3.331109E+03, 3.404422E+03, 3.478890E+03, 3.554529E+03, 3.631354E+03, 3.709382E+03, 3.788628E+03, 3.869109E+03, 3.950840E+03, 4.033838E+03, 4.118120E+03, 4.203702E+03, 4.290601E+03, 4.378833E+03, 4.468417E+03, 4.559368E+03, 4.651705E+03, 4.745444E+03, 4.840603E+03, 4.937200E+03, 5.035253E+03, 5.134779E+03, 5.235797E+03, 5.338325E+03, 5.442380E+03, 5.547982E+03, 5.655149E+03, 5.763900E+03, 5.874254E+03, 5.986229E+03, 6.099845E+03, 6.215121E+03, 6.332076E+03, 6.450730E+03, 6.571102E+03, 6.693213E+03, 6.817082E+03, 6.942728E+03, 7.070174E+03, 7.199438E+03, 7.330541E+03, 7.463503E+03, 7.598346E+03, 7.735091E+03, 7.873757E+03, 8.014367E+03, 8.156942E+03, 8.301502E+03, 8.448070E+03, 8.596667E+03, 8.747315E+03, 8.900036E+03, 9.054852E+03, 9.211786E+03, 9.370859E+03, 9.532093E+03, 9.695513E+03, 9.861140E+03, 1.002900E+04, 1.019911E+04, 1.037149E+04, 1.054618E+04, 1.072319E+04, 1.090255E+04, 1.108428E+04, 1.126840E+04, 1.145494E+04, 1.164392E+04, 1.183537E+04, 1.202931E+04, 1.222576E+04, 1.242476E+04, 1.262632E+04, 1.283047E+04, 1.303724E+04, 1.324664E+04, 1.345872E+04, 1.367348E+04, 1.389096E+04, 1.411118E+04, 1.433417E+04, 1.455995E+04, 1.478855E+04, 1.502000E+04, 1.525432E+04, 1.549154E+04, 1.573169E+04, 1.597478E+04, 1.622086E+04, 1.646995E+04, 1.672206E+04, 1.697724E+04, 1.723550E+04, 1.749688E+04, 1.776140E+04, 1.802909E+04, 1.829998E+04, 1.857410E+04, 1.885147E+04, 1.913212E+04, 1.941608E+04, 1.970338E+04, 1.999405E+04, 2.028811E+04, 2.058559E+04, 2.088653E+04, 2.119095E+04, 2.149888E+04, 2.181035E+04, 2.212539E+04, 2.244402E+04, 2.276628E+04, 2.309220E+04, 2.342180E+04, 2.375512E+04, 2.409219E+04, 2.443303E+04, 2.477767E+04, 2.512614E+04, 2.547848E+04, 2.583472E+04, 2.619488E+04, 2.655899E+04, 2.692709E+04, 2.729920E+04, 2.767536E+04, 2.805559E+04, 2.843993E+04, 2.882840E+04, 2.922104E+04, 2.961788E+04, 3.001895E+04, 3.042427E+04, 3.083389E+04, 3.124782E+04, 3.166610E+04, 3.208877E+04, 3.251585E+04, 3.294737E+04, 3.338337E+04, 3.382387E+04, 3.426891E+04, 3.471852E+04, 3.517272E+04, 3.563156E+04, 3.609505E+04, 3.656324E+04, 3.703614E+04, 3.751381E+04, 3.799625E+04, 3.848351E+04, 3.897562E+04, 3.947260E+04, 3.997449E+04, 4.048133E+04, 4.099313E+04, 4.150993E+04, 4.203177E+04, 4.255866E+04, 4.309066E+04, 4.362777E+04, 4.417005E+04, 4.471751E+04, 4.527018E+04, 4.582811E+04, 4.639131E+04, 4.695982E+04, 4.753367E+04, 4.811289E+04, 4.869751E+04, 4.928756E+04, 4.988308E+04, 5.048408E+04, 5.109061E+04, 5.170269E+04, 5.232035E+04, 5.294362E+04, 5.357253E+04, 5.420712E+04, 5.484740E+04, 5.549342E+04, 5.614520E+04, 5.680276E+04, 5.746615E+04, 5.813538E+04, 5.881050E+04, 5.949152E+04, 6.017847E+04, 6.087139E+04, 6.157031E+04, 6.227524E+04, 6.298623E+04, 6.370329E+04, 6.442647E+04, 6.515578E+04, 6.589125E+04, 6.663291E+04, 6.738080E+04, 6.813493E+04, 6.889533E+04, 6.966204E+04, 7.043508E+04, 7.121448E+04, 7.200025E+04, 7.279244E+04, 7.359107E+04, 7.439616E+04, 7.520774E+04, 7.602584E+04, 7.685048E+04, 7.768169E+04, 7.851950E+04, 7.936392E+04, 8.021500E+04, 8.107274E+04, 8.193718E+04, 8.280834E+04, 8.368625E+04, 8.457093E+04, 8.546241E+04, 8.636070E+04, 8.726584E+04, 8.817785E+04, 8.909676E+04, 9.002257E+04, 9.095533E+04, 9.189505E+04, 9.284176E+04, 9.379548E+04, 9.475623E+04, 9.572403E+04, 9.669891E+04, 9.768089E+04, 9.866999E+04, 9.966623E+04, 1.006696E+05, 1.016802E+05, 1.026980E+05, 1.037231E+05, 1.047553E+05, 1.057949E+05, 1.068417E+05, 1.078959E+05, 1.089574E+05, 1.100262E+05, 1.111024E+05, 1.121860E+05, 1.132770E+05, 1.143754E+05, 1.154813E+05, 1.165947E+05, 1.177155E+05, 1.188438E+05, 1.199797E+05, 1.211231E+05, 1.222740E+05, 1.234325E+05, 1.245986E+05, 1.257724E+05, 1.269537E+05, 1.281427E+05, 1.293393E+05, 1.305437E+05, 1.317557E+05, 1.329754E+05, 1.342028E+05, 1.354380E+05, 1.366809E+05, 1.379316E+05, 1.391901E+05, 1.404563E+05, 1.417304E+05, 1.430123E+05, 1.443021E+05, 1.455997E+05, 1.469051E+05, 1.482184E+05, 1.495397E+05, 1.508688E+05, 1.522058E+05, 1.535508E+05, 1.549037E+05, 1.562646E+05, 1.576334E+05, 1.590102E+05, 1.603950E+05, 1.617878E+05, 1.631886E+05, 1.645974E+05, 1.660143E+05, 1.674392E+05, 1.688721E+05, 1.703131E+05, 1.717622E+05, 1.732193E+05, 1.746846E+05, 1.761579E+05, 1.776393E+05, 1.791289E+05, 1.806266E+05, 1.821324E+05, 1.836463E+05, 1.851684E+05, 1.866986E+05, 1.882370E+05, 1.897836E+05, 1.913384E+05, 1.929013E+05, 1.944724E+05, 1.960517E+05, ]) # ============================ M = 31, I = 2 ============================ M = 31 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ -4.868110E+00, 3.941117E+00, 9.857399E+00, 1.739600E+01, 2.625769E+01, 3.626671E+01, 4.730342E+01, 5.927943E+01, 7.212597E+01, 8.578750E+01, 1.002180E+02, 1.153783E+02, 1.312350E+02, 1.477588E+02, 1.649239E+02, 1.827076E+02, 2.010899E+02, 2.200527E+02, 2.395806E+02, 2.596597E+02, 2.802782E+02, 3.014260E+02, 3.230944E+02, 3.452764E+02, 3.679665E+02, 3.911605E+02, 4.148552E+02, 4.390486E+02, 4.637399E+02, 4.889290E+02, 5.146167E+02, 5.408047E+02, 5.674950E+02, 5.946907E+02, 6.223951E+02, 6.506122E+02, 6.793462E+02, 7.086019E+02, 7.383846E+02, 7.686996E+02, 7.995527E+02, 8.309502E+02, 8.628982E+02, 8.954036E+02, 9.284731E+02, 9.621139E+02, 9.963333E+02, 1.031139E+03, 1.066539E+03, 1.102540E+03, 1.139152E+03, 1.176383E+03, 1.214241E+03, 1.252734E+03, 1.291873E+03, 1.331666E+03, 1.372122E+03, 1.413251E+03, 1.455062E+03, 1.497566E+03, 1.540773E+03, 1.584692E+03, 1.629335E+03, 1.674710E+03, 1.720830E+03, 1.767705E+03, 1.815346E+03, 1.863764E+03, 1.912970E+03, 1.962976E+03, 2.013793E+03, 2.065433E+03, 2.117908E+03, 2.171230E+03, 2.225410E+03, 2.280461E+03, 2.336395E+03, 2.393226E+03, 2.450964E+03, 2.509624E+03, 2.569217E+03, 2.629757E+03, 2.691257E+03, 2.753730E+03, 2.817189E+03, 2.881648E+03, 2.947121E+03, 3.013620E+03, 3.081160E+03, 3.149754E+03, 3.219417E+03, 3.290162E+03, 3.362004E+03, 3.434957E+03, 3.509035E+03, 3.584253E+03, 3.660625E+03, 3.738167E+03, 3.816892E+03, 3.896817E+03, 3.977955E+03, 4.060322E+03, 4.143934E+03, 4.228805E+03, 4.314951E+03, 4.402388E+03, 4.491131E+03, 4.581196E+03, 4.672599E+03, 4.765355E+03, 4.859481E+03, 4.954994E+03, 5.051908E+03, 5.150242E+03, 5.250010E+03, 5.351231E+03, 5.453919E+03, 5.558093E+03, 5.663769E+03, 5.770965E+03, 5.879696E+03, 5.989981E+03, 6.101837E+03, 6.215281E+03, 6.330331E+03, 6.447004E+03, 6.565319E+03, 6.685292E+03, 6.806943E+03, 6.930289E+03, 7.055348E+03, 7.182139E+03, 7.310680E+03, 7.440989E+03, 7.573086E+03, 7.706988E+03, 7.842715E+03, 7.980287E+03, 8.119721E+03, 8.261036E+03, 8.404254E+03, 8.549392E+03, 8.696470E+03, 8.845508E+03, 8.996526E+03, 9.149544E+03, 9.304581E+03, 9.461657E+03, 9.620793E+03, 9.782010E+03, 9.945327E+03, 1.011076E+04, 1.027834E+04, 1.044809E+04, 1.062001E+04, 1.079414E+04, 1.097050E+04, 1.114910E+04, 1.132997E+04, 1.151314E+04, 1.169861E+04, 1.188641E+04, 1.207657E+04, 1.226911E+04, 1.246405E+04, 1.266141E+04, 1.286121E+04, 1.306347E+04, 1.326823E+04, 1.347550E+04, 1.368530E+04, 1.389766E+04, 1.411259E+04, 1.433013E+04, 1.455030E+04, 1.477312E+04, 1.499861E+04, 1.522680E+04, 1.545771E+04, 1.569136E+04, 1.592778E+04, 1.616700E+04, 1.640903E+04, 1.665391E+04, 1.690165E+04, 1.715228E+04, 1.740583E+04, 1.766232E+04, 1.792177E+04, 1.818422E+04, 1.844968E+04, 1.871818E+04, 1.898975E+04, 1.926441E+04, 1.954219E+04, 1.982312E+04, 2.010722E+04, 2.039451E+04, 2.068503E+04, 2.097879E+04, 2.127583E+04, 2.157618E+04, 2.187985E+04, 2.218689E+04, 2.249730E+04, 2.281113E+04, 2.312839E+04, 2.344912E+04, 2.377335E+04, 2.410109E+04, 2.443239E+04, 2.476726E+04, 2.510573E+04, 2.544785E+04, 2.579362E+04, 2.614308E+04, 2.649626E+04, 2.685319E+04, 2.721390E+04, 2.757841E+04, 2.794676E+04, 2.831897E+04, 2.869508E+04, 2.907511E+04, 2.945910E+04, 2.984706E+04, 3.023904E+04, 3.063507E+04, 3.103517E+04, 3.143937E+04, 3.184771E+04, 3.226021E+04, 3.267691E+04, 3.309784E+04, 3.352303E+04, 3.395250E+04, 3.438630E+04, 3.482445E+04, 3.526699E+04, 3.571394E+04, 3.616534E+04, 3.662121E+04, 3.708161E+04, 3.754654E+04, 3.801606E+04, 3.849018E+04, 3.896895E+04, 3.945239E+04, 3.994054E+04, 4.043344E+04, 4.093111E+04, 4.143358E+04, 4.194090E+04, 4.245310E+04, 4.297021E+04, 4.349226E+04, 4.401929E+04, 4.455133E+04, 4.508842E+04, 4.563059E+04, 4.617788E+04, 4.673032E+04, 4.728795E+04, 4.785080E+04, 4.841890E+04, 4.899230E+04, 4.957103E+04, 5.015512E+04, 5.074461E+04, 5.133954E+04, 5.193994E+04, 5.254584E+04, 5.315730E+04, 5.377433E+04, 5.439699E+04, 5.502529E+04, 5.565930E+04, 5.629903E+04, 5.694453E+04, 5.759583E+04, 5.825298E+04, 5.891600E+04, 5.958495E+04, 6.025985E+04, 6.094075E+04, 6.162768E+04, 6.232068E+04, 6.301979E+04, 6.372505E+04, 6.443649E+04, 6.515417E+04, 6.587811E+04, 6.660836E+04, 6.734495E+04, 6.808793E+04, 6.883734E+04, 6.959321E+04, 7.035558E+04, 7.112450E+04, 7.190001E+04, 7.268215E+04, 7.347095E+04, 7.426646E+04, 7.506872E+04, 7.587778E+04, 7.669366E+04, 7.751642E+04, 7.834610E+04, 7.918273E+04, 8.002637E+04, 8.087704E+04, 8.173480E+04, 8.259969E+04, 8.347174E+04, 8.435101E+04, 8.523754E+04, 8.613136E+04, 8.703252E+04, 8.794107E+04, 8.885705E+04, 8.978050E+04, 9.071147E+04, 9.164999E+04, 9.259612E+04, 9.354990E+04, 9.451137E+04, 9.548058E+04, 9.645757E+04, 9.744240E+04, 9.843509E+04, 9.943570E+04, 1.004443E+05, 1.014609E+05, 1.024855E+05, 1.035182E+05, 1.045591E+05, 1.056082E+05, 1.066655E+05, 1.077311E+05, 1.088051E+05, 1.098874E+05, 1.109781E+05, 1.120773E+05, 1.131851E+05, 1.143014E+05, 1.154263E+05, 1.165599E+05, 1.177022E+05, 1.188532E+05, 1.200131E+05, 1.211818E+05, 1.223594E+05, 1.235460E+05, 1.247416E+05, 1.259462E+05, 1.271600E+05, 1.283829E+05, 1.296149E+05, 1.308563E+05, 1.321069E+05, 1.333669E+05, 1.346363E+05, 1.359151E+05, 1.372035E+05, 1.385014E+05, 1.398089E+05, 1.411260E+05, 1.424529E+05, 1.437895E+05, 1.451359E+05, 1.464922E+05, 1.478584E+05, 1.492345E+05, 1.506207E+05, 1.520169E+05, 1.534232E+05, 1.548398E+05, 1.562665E+05, 1.577036E+05, 1.591509E+05, 1.606087E+05, 1.620769E+05, 1.635556E+05, 1.650448E+05, 1.665446E+05, 1.680551E+05, 1.695763E+05, 1.711082E+05, 1.726510E+05, 1.742047E+05, 1.757692E+05, 1.773448E+05, 1.789314E+05, 1.805291E+05, 1.821379E+05, 1.837580E+05, 1.853893E+05, 1.870319E+05, 1.886859E+05, 1.903513E+05, 1.920283E+05, 1.937167E+05, 1.954168E+05, 1.971285E+05, 1.988519E+05, 2.005872E+05, 2.023342E+05, 2.040931E+05, 2.058640E+05, 2.076469E+05, 2.094418E+05, 2.112489E+05, 2.130681E+05, 2.148996E+05, 2.167434E+05, 2.185996E+05, 2.204681E+05, 2.223492E+05, 2.242428E+05, 2.261489E+05, 2.280678E+05, 2.299993E+05, 2.319436E+05, 2.339008E+05, 2.358708E+05, 2.378539E+05, 2.398499E+05, 2.418590E+05, 2.438813E+05, 2.459168E+05, 2.479655E+05, 2.500276E+05, 2.521030E+05, 2.541920E+05, 2.562944E+05, 2.584104E+05, 2.605401E+05, 2.626834E+05, 2.648405E+05, 2.670115E+05, 2.691963E+05, 2.713952E+05, 2.736080E+05, 2.758349E+05, 2.780760E+05, 2.803313E+05, 2.826009E+05, 2.848848E+05, 2.871831E+05, 2.894959E+05, 2.918232E+05, 2.941652E+05, 2.965218E+05, 2.988932E+05, 3.012793E+05, 3.036804E+05, 3.060963E+05, 3.085273E+05, 3.109734E+05, 3.134345E+05, 3.159109E+05, 3.184026E+05, 3.209096E+05, 3.234320E+05, 3.259698E+05, 3.285233E+05, 3.310923E+05, 3.336770E+05, 3.362775E+05, 3.388937E+05, 3.415259E+05, 3.441740E+05, 3.468381E+05, 3.495184E+05, 3.522148E+05, 3.549274E+05, 3.576563E+05, 3.604016E+05, 3.631634E+05, 3.659416E+05, 3.687365E+05, 3.715480E+05, 3.743762E+05, 3.772212E+05, 3.800831E+05, 3.829619E+05, 3.858578E+05, 3.887707E+05, 3.917008E+05, 3.946481E+05, 3.976127E+05, 4.005947E+05, 4.035942E+05, 4.066111E+05, 4.096457E+05, 4.126979E+05, 4.157679E+05, 4.188557E+05, 4.219613E+05, 4.250850E+05, 4.282267E+05, ]) # ============================ M = 31, I = 3 ============================ M = 31 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ -1.955262E+01, 1.574803E+01, 3.938469E+01, 6.950250E+01, 1.049061E+02, 1.448932E+02, 1.889860E+02, 2.368314E+02, 2.881546E+02, 3.427337E+02, 4.003847E+02, 4.609517E+02, 5.243006E+02, 5.903144E+02, 6.588905E+02, 7.299379E+02, 8.033764E+02, 8.791346E+02, 9.571500E+02, 1.037368E+03, 1.119740E+03, 1.204227E+03, 1.290794E+03, 1.379413E+03, 1.470062E+03, 1.562724E+03, 1.657386E+03, 1.754040E+03, 1.852684E+03, 1.953316E+03, 2.055940E+03, 2.160563E+03, 2.267193E+03, 2.375842E+03, 2.486523E+03, 2.599252E+03, 2.714047E+03, 2.830926E+03, 2.949910E+03, 3.071020E+03, 3.194281E+03, 3.319716E+03, 3.447351E+03, 3.577212E+03, 3.709327E+03, 3.843724E+03, 3.980434E+03, 4.119485E+03, 4.260909E+03, 4.404739E+03, 4.551006E+03, 4.699744E+03, 4.850989E+03, 5.004774E+03, 5.161135E+03, 5.320110E+03, 5.481735E+03, 5.646049E+03, 5.813090E+03, 5.982897E+03, 6.155510E+03, 6.330971E+03, 6.509320E+03, 6.690599E+03, 6.874852E+03, 7.062120E+03, 7.252449E+03, 7.445882E+03, 7.642464E+03, 7.842242E+03, 8.045260E+03, 8.251565E+03, 8.461206E+03, 8.674229E+03, 8.890683E+03, 9.110616E+03, 9.334078E+03, 9.561118E+03, 9.791788E+03, 1.002614E+04, 1.026422E+04, 1.050608E+04, 1.075177E+04, 1.100136E+04, 1.125488E+04, 1.151240E+04, 1.177397E+04, 1.203964E+04, 1.230947E+04, 1.258350E+04, 1.286181E+04, 1.314444E+04, 1.343146E+04, 1.372291E+04, 1.401886E+04, 1.431936E+04, 1.462447E+04, 1.493425E+04, 1.524877E+04, 1.556807E+04, 1.589223E+04, 1.622129E+04, 1.655532E+04, 1.689439E+04, 1.723855E+04, 1.758786E+04, 1.794240E+04, 1.830221E+04, 1.866737E+04, 1.903794E+04, 1.941399E+04, 1.979556E+04, 2.018274E+04, 2.057559E+04, 2.097418E+04, 2.137856E+04, 2.178881E+04, 2.220499E+04, 2.262717E+04, 2.305542E+04, 2.348981E+04, 2.393041E+04, 2.437728E+04, 2.483050E+04, 2.529013E+04, 2.575625E+04, 2.622892E+04, 2.670823E+04, 2.719423E+04, 2.768701E+04, 2.818663E+04, 2.869316E+04, 2.920669E+04, 2.972729E+04, 3.025502E+04, 3.078997E+04, 3.133221E+04, 3.188182E+04, 3.243887E+04, 3.300344E+04, 3.357560E+04, 3.415544E+04, 3.474302E+04, 3.533844E+04, 3.594177E+04, 3.655308E+04, 3.717247E+04, 3.780000E+04, 3.843576E+04, 3.907983E+04, 3.973229E+04, 4.039323E+04, 4.106272E+04, 4.174086E+04, 4.242771E+04, 4.312338E+04, 4.382793E+04, 4.454146E+04, 4.526406E+04, 4.599580E+04, 4.673677E+04, 4.748707E+04, 4.824677E+04, 4.901597E+04, 4.979476E+04, 5.058322E+04, 5.138143E+04, 5.218951E+04, 5.300752E+04, 5.383557E+04, 5.467373E+04, 5.552212E+04, 5.638081E+04, 5.724990E+04, 5.812949E+04, 5.901966E+04, 5.992051E+04, 6.083214E+04, 6.175464E+04, 6.268810E+04, 6.363262E+04, 6.458831E+04, 6.555525E+04, 6.653354E+04, 6.752328E+04, 6.852457E+04, 6.953752E+04, 7.056221E+04, 7.159874E+04, 7.264723E+04, 7.370777E+04, 7.478045E+04, 7.586539E+04, 7.696269E+04, 7.807245E+04, 7.919476E+04, 8.032975E+04, 8.147751E+04, 8.263814E+04, 8.381176E+04, 8.499846E+04, 8.619836E+04, 8.741156E+04, 8.863817E+04, 8.987830E+04, 9.113206E+04, 9.239956E+04, 9.368090E+04, 9.497619E+04, 9.628556E+04, 9.760910E+04, 9.894694E+04, 1.002992E+05, 1.016659E+05, 1.030473E+05, 1.044434E+05, 1.058544E+05, 1.072804E+05, 1.087214E+05, 1.101777E+05, 1.116493E+05, 1.131363E+05, 1.146389E+05, 1.161571E+05, 1.176912E+05, 1.192411E+05, 1.208071E+05, 1.223892E+05, 1.239877E+05, 1.256025E+05, 1.272338E+05, 1.288818E+05, 1.305466E+05, 1.322282E+05, 1.339268E+05, 1.356426E+05, 1.373757E+05, 1.391261E+05, 1.408941E+05, 1.426797E+05, 1.444830E+05, 1.463043E+05, 1.481436E+05, 1.500011E+05, 1.518768E+05, 1.537710E+05, 1.556837E+05, 1.576151E+05, 1.595653E+05, 1.615344E+05, 1.635226E+05, 1.655301E+05, 1.675568E+05, 1.696031E+05, 1.716690E+05, 1.737546E+05, 1.758601E+05, 1.779857E+05, 1.801314E+05, 1.822974E+05, 1.844839E+05, 1.866909E+05, 1.889186E+05, 1.911673E+05, 1.934369E+05, 1.957276E+05, 1.980397E+05, 2.003732E+05, 2.027282E+05, 2.051050E+05, 2.075037E+05, 2.099243E+05, 2.123671E+05, 2.148322E+05, 2.173197E+05, 2.198299E+05, 2.223628E+05, 2.249185E+05, 2.274974E+05, 2.300994E+05, 2.327247E+05, 2.353735E+05, 2.380460E+05, 2.407423E+05, 2.434625E+05, 2.462068E+05, 2.489754E+05, 2.517684E+05, 2.545860E+05, 2.574283E+05, 2.602954E+05, 2.631876E+05, 2.661050E+05, 2.690478E+05, 2.720160E+05, 2.750099E+05, 2.780297E+05, 2.810754E+05, 2.841473E+05, 2.872455E+05, 2.903702E+05, 2.935215E+05, 2.966997E+05, 2.999048E+05, 3.031370E+05, 3.063965E+05, 3.096835E+05, 3.129981E+05, 3.163405E+05, 3.197109E+05, 3.231094E+05, 3.265362E+05, 3.299915E+05, 3.334754E+05, 3.369881E+05, 3.405299E+05, 3.441008E+05, 3.477010E+05, 3.513307E+05, 3.549901E+05, 3.586793E+05, 3.623986E+05, 3.661480E+05, 3.699279E+05, 3.737383E+05, 3.775795E+05, 3.814515E+05, 3.853547E+05, 3.892891E+05, 3.932550E+05, 3.972525E+05, 4.012818E+05, 4.053431E+05, 4.094366E+05, 4.135625E+05, 4.177209E+05, 4.219120E+05, 4.261361E+05, 4.303932E+05, 4.346837E+05, 4.390076E+05, 4.433652E+05, 4.477567E+05, 4.521821E+05, 4.566418E+05, 4.611360E+05, 4.656647E+05, 4.702283E+05, 4.748268E+05, 4.794606E+05, 4.841297E+05, 4.888344E+05, 4.935748E+05, 4.983513E+05, 5.031639E+05, 5.080128E+05, 5.128984E+05, 5.178206E+05, 5.227799E+05, 5.277762E+05, 5.328100E+05, 5.378813E+05, 5.429903E+05, 5.481373E+05, 5.533225E+05, 5.585460E+05, 5.638081E+05, 5.691090E+05, 5.744488E+05, 5.798278E+05, 5.852463E+05, 5.907043E+05, 5.962021E+05, 6.017399E+05, 6.073180E+05, 6.129365E+05, 6.185956E+05, 6.242956E+05, 6.300366E+05, 6.358189E+05, 6.416428E+05, 6.475083E+05, 6.534157E+05, 6.593653E+05, 6.653572E+05, 6.713917E+05, 6.774689E+05, 6.835892E+05, 6.897527E+05, 6.959596E+05, 7.022102E+05, 7.085047E+05, 7.148432E+05, 7.212261E+05, 7.276536E+05, 7.341258E+05, 7.406429E+05, 7.472053E+05, 7.538132E+05, 7.604667E+05, 7.671661E+05, 7.739116E+05, 7.807035E+05, 7.875419E+05, 7.944272E+05, 8.013595E+05, 8.083390E+05, 8.153661E+05, 8.224408E+05, 8.295636E+05, 8.367345E+05, 8.439539E+05, 8.512219E+05, 8.585388E+05, 8.659049E+05, 8.733203E+05, 8.807853E+05, 8.883002E+05, 8.958652E+05, 9.034805E+05, 9.111463E+05, 9.188630E+05, 9.266307E+05, 9.344497E+05, 9.423202E+05, 9.502425E+05, 9.582168E+05, 9.662434E+05, 9.743225E+05, 9.824544E+05, 9.906392E+05, 9.988773E+05, 1.007169E+06, 1.015514E+06, 1.023914E+06, 1.032367E+06, 1.040875E+06, 1.049438E+06, 1.058056E+06, 1.066729E+06, 1.075458E+06, 1.084242E+06, 1.093083E+06, 1.101979E+06, 1.110933E+06, 1.119943E+06, 1.129010E+06, 1.138134E+06, 1.147316E+06, 1.156556E+06, 1.165854E+06, 1.175210E+06, 1.184625E+06, 1.194099E+06, 1.203632E+06, 1.213224E+06, 1.222876E+06, 1.232588E+06, 1.242360E+06, 1.252192E+06, 1.262086E+06, 1.272040E+06, 1.282056E+06, 1.292133E+06, 1.302272E+06, 1.312473E+06, 1.322736E+06, 1.333062E+06, 1.343452E+06, 1.353904E+06, 1.364419E+06, 1.374999E+06, 1.385642E+06, 1.396350E+06, 1.407122E+06, 1.417959E+06, 1.428862E+06, 1.439829E+06, 1.450862E+06, 1.461962E+06, 1.473127E+06, 1.484360E+06, 1.495658E+06, 1.507024E+06, 1.518458E+06, 1.529959E+06, 1.541528E+06, 1.553166E+06, 1.564872E+06, 1.576646E+06, 1.588490E+06, 1.600403E+06, 1.612386E+06, 1.624439E+06, 1.636563E+06, 1.648756E+06, 1.661021E+06, 1.673357E+06, 1.685764E+06, 1.698244E+06, 1.710795E+06, ]) # ============================ M = 32, I = 1 ============================ M = 32 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 8.097515E+00, 2.198477E+02, 6.167408E+02, 1.130094E+03, 1.737821E+03, 2.427140E+03, 3.189427E+03, 4.018367E+03, 4.909123E+03, 5.857947E+03, 6.862015E+03, 7.919354E+03, 9.028806E+03, 1.018999E+04, 1.140324E+04, 1.266956E+04, 1.399055E+04, 1.536833E+04, 1.680549E+04, 1.830508E+04, 1.987048E+04, 2.150549E+04, 2.321420E+04, 2.500105E+04, 2.687076E+04, 2.882837E+04, 3.087922E+04, 3.302895E+04, 3.528349E+04, 3.764910E+04, 4.013233E+04, 4.274006E+04, 4.547951E+04, 4.835822E+04, 5.138411E+04, 5.456544E+04, 5.791086E+04, 6.142941E+04, 6.513055E+04, 6.902415E+04, 7.312052E+04, 7.743045E+04, 8.196521E+04, 8.673653E+04, 9.175672E+04, 9.703858E+04, 1.025955E+05, 1.084414E+05, 1.145910E+05, 1.210594E+05, 1.278626E+05, 1.350170E+05, 1.425399E+05, 1.504495E+05, 1.587645E+05, 1.675045E+05, 1.766900E+05, 1.863423E+05, 1.964836E+05, 2.071370E+05, 2.183268E+05, 2.300780E+05, 2.424168E+05, 2.553706E+05, 2.689677E+05, 2.832377E+05, 2.982114E+05, 3.139210E+05, 3.303996E+05, 3.476822E+05, 3.658048E+05, 3.848049E+05, 4.047217E+05, 4.255958E+05, 4.474696E+05, 4.703868E+05, 4.943933E+05, 5.195364E+05, 5.458655E+05, 5.734318E+05, 6.022886E+05, 6.324912E+05, 6.640968E+05, 6.971652E+05, 7.317583E+05, 7.679402E+05, 8.057776E+05, 8.453396E+05, 8.866981E+05, 9.299274E+05, 9.751048E+05, 1.022310E+06, 1.071627E+06, 1.123141E+06, 1.176941E+06, 1.233120E+06, 1.291773E+06, 1.353001E+06, 1.416905E+06, 1.483592E+06, 1.553172E+06, 1.625761E+06, 1.701475E+06, 1.780438E+06, 1.862775E+06, 1.948619E+06, 2.038105E+06, 2.131373E+06, 2.228568E+06, 2.329842E+06, 2.435348E+06, 2.545248E+06, 2.659708E+06, 2.778900E+06, 2.903001E+06, 3.032194E+06, 3.166670E+06, 3.306624E+06, 3.452259E+06, 3.603783E+06, 3.761413E+06, 3.925372E+06, 4.095890E+06, 4.273205E+06, 4.457562E+06, 4.649215E+06, 4.848426E+06, 5.055464E+06, 5.270609E+06, 5.494147E+06, 5.726375E+06, 5.967599E+06, 6.218135E+06, 6.478307E+06, 6.748452E+06, 7.028915E+06, 7.320053E+06, 7.622234E+06, 7.935836E+06, 8.261250E+06, 8.598879E+06, 8.949137E+06, 9.312452E+06, 9.689262E+06, 1.008002E+07, 1.048520E+07, 1.090528E+07, 1.134074E+07, 1.179211E+07, 1.225991E+07, 1.274467E+07, 1.324696E+07, 1.376734E+07, 1.430641E+07, 1.486477E+07, 1.544304E+07, 1.604187E+07, 1.666192E+07, 1.730386E+07, 1.796839E+07, 1.865623E+07, 1.936812E+07, 2.010481E+07, 2.086710E+07, 2.165577E+07, 2.247166E+07, 2.331561E+07, 2.418850E+07, 2.509121E+07, 2.602466E+07, 2.698981E+07, 2.798763E+07, 2.901910E+07, 3.008526E+07, 3.118715E+07, 3.232586E+07, 3.350249E+07, 3.471819E+07, 3.597412E+07, 3.727148E+07, 3.861152E+07, 3.999548E+07, 4.142468E+07, 4.290043E+07, 4.442412E+07, 4.599714E+07, 4.762093E+07, 4.929697E+07, 5.102678E+07, 5.281190E+07, 5.465393E+07, 5.655452E+07, 5.851532E+07, 6.053807E+07, 6.262452E+07, 6.477649E+07, 6.699582E+07, 6.928441E+07, 7.164422E+07, 7.407724E+07, 7.658550E+07, 7.917112E+07, 8.183623E+07, 8.458304E+07, 8.741381E+07, 9.033083E+07, 9.333649E+07, 9.643320E+07, 9.962344E+07, 1.029098E+08, 1.062948E+08, 1.097811E+08, 1.133716E+08, 1.170689E+08, 1.208760E+08, 1.247957E+08, 1.288312E+08, 1.329853E+08, 1.372614E+08, 1.416626E+08, 1.461921E+08, 1.508535E+08, 1.556501E+08, 1.605854E+08, 1.656631E+08, 1.708869E+08, 1.762605E+08, 1.817878E+08, 1.874728E+08, 1.933194E+08, 1.993320E+08, 2.055146E+08, 2.118716E+08, 2.184074E+08, 2.251266E+08, 2.320337E+08, 2.391336E+08, 2.464310E+08, 2.539309E+08, 2.616383E+08, 2.695584E+08, 2.776965E+08, 2.860580E+08, 2.946483E+08, 3.034732E+08, 3.125384E+08, 3.218497E+08, 3.314131E+08, 3.412349E+08, 3.513212E+08, 3.616786E+08, 3.723134E+08, 3.832325E+08, 3.944426E+08, 4.059507E+08, 4.177640E+08, 4.298896E+08, 4.423351E+08, 4.551080E+08, 4.682160E+08, 4.816671E+08, 4.954694E+08, 5.096310E+08, 5.241603E+08, 5.390660E+08, 5.543568E+08, 5.700417E+08, 5.861298E+08, 6.026304E+08, 6.195529E+08, 6.369072E+08, 6.547030E+08, 6.729505E+08, 6.916600E+08, 7.108420E+08, 7.305072E+08, 7.506666E+08, 7.713312E+08, 7.925126E+08, 8.142222E+08, 8.364720E+08, 8.592740E+08, 8.826405E+08, 9.065840E+08, 9.311174E+08, 9.562538E+08, 9.820063E+08, 1.008389E+09, 1.035415E+09, 1.063098E+09, 1.091454E+09, 1.120497E+09, 1.150241E+09, 1.180703E+09, 1.211896E+09, 1.243838E+09, 1.276545E+09, 1.310032E+09, 1.344317E+09, 1.379416E+09, 1.415348E+09, 1.452129E+09, 1.489778E+09, 1.528313E+09, 1.567753E+09, 1.608117E+09, 1.649425E+09, 1.691695E+09, 1.734949E+09, 1.779207E+09, 1.824490E+09, 1.870819E+09, 1.918216E+09, 1.966703E+09, 2.016302E+09, 2.067036E+09, 2.118930E+09, 2.172006E+09, 2.226288E+09, 2.281802E+09, 2.338572E+09, 2.396624E+09, 2.455984E+09, 2.516678E+09, 2.578734E+09, 2.642178E+09, 2.707039E+09, 2.773345E+09, 2.841125E+09, 2.910408E+09, 2.981224E+09, 3.053604E+09, 3.127579E+09, 3.203180E+09, 3.280439E+09, 3.359389E+09, 3.440064E+09, 3.522496E+09, 3.606721E+09, 3.692773E+09, 3.780688E+09, 3.870503E+09, 3.962253E+09, 4.055977E+09, 4.151712E+09, 4.249498E+09, 4.349374E+09, 4.451379E+09, 4.555555E+09, 4.661943E+09, 4.770585E+09, 4.881524E+09, 4.994804E+09, 5.110469E+09, 5.228564E+09, 5.349135E+09, 5.472228E+09, 5.597892E+09, 5.726173E+09, 5.857121E+09, 5.990786E+09, 6.127218E+09, 6.266469E+09, 6.408591E+09, 6.553638E+09, 6.701662E+09, 6.852719E+09, 7.006865E+09, 7.164156E+09, 7.324651E+09, 7.488407E+09, 7.655484E+09, 7.825943E+09, 7.999845E+09, 8.177252E+09, 8.358228E+09, 8.542837E+09, 8.731145E+09, 8.923218E+09, 9.119124E+09, 9.318931E+09, 9.522709E+09, 9.730529E+09, 9.942463E+09, 1.015858E+10, 1.037897E+10, 1.060368E+10, 1.083282E+10, 1.106644E+10, 1.130463E+10, 1.154747E+10, 1.179505E+10, 1.204744E+10, 1.230472E+10, 1.256700E+10, 1.283434E+10, 1.310684E+10, 1.338458E+10, 1.366767E+10, 1.395618E+10, 1.425022E+10, 1.454988E+10, 1.485525E+10, 1.516644E+10, 1.548353E+10, 1.580664E+10, 1.613587E+10, 1.647131E+10, 1.681308E+10, 1.716128E+10, 1.751602E+10, 1.787742E+10, 1.824557E+10, 1.862060E+10, 1.900262E+10, 1.939174E+10, 1.978810E+10, 2.019180E+10, 2.060297E+10, 2.102173E+10, 2.144821E+10, 2.188254E+10, 2.232484E+10, 2.277526E+10, 2.323391E+10, 2.370094E+10, 2.417648E+10, 2.466068E+10, 2.515367E+10, 2.565559E+10, 2.616660E+10, 2.668684E+10, 2.721646E+10, 2.775561E+10, 2.830445E+10, 2.886312E+10, 2.943180E+10, 3.001064E+10, 3.059980E+10, 3.119945E+10, 3.180976E+10, 3.243089E+10, 3.306302E+10, 3.370632E+10, 3.436097E+10, 3.502715E+10, 3.570505E+10, 3.639484E+10, 3.709671E+10, 3.781086E+10, 3.853748E+10, 3.927676E+10, 4.002889E+10, 4.079409E+10, 4.157255E+10, 4.236448E+10, 4.317010E+10, 4.398960E+10, 4.482321E+10, 4.567114E+10, 4.653362E+10, 4.741087E+10, 4.830311E+10, 4.921058E+10, 5.013351E+10, 5.107213E+10, 5.202669E+10, 5.299743E+10, 5.398459E+10, 5.498842E+10, 5.600917E+10, 5.704711E+10, 5.810249E+10, 5.917557E+10, 6.026663E+10, 6.137592E+10, 6.250373E+10, 6.365032E+10, 6.481600E+10, 6.600102E+10, 6.720569E+10, 6.843030E+10, 6.967514E+10, 7.094052E+10, 7.222673E+10, 7.353409E+10, 7.486290E+10, 7.621349E+10, 7.758617E+10, 7.898126E+10, 8.039910E+10, 8.184002E+10, 8.330436E+10, 8.479245E+10, 8.630464E+10, 8.784129E+10, 8.940274E+10, 9.098936E+10, 9.260152E+10, 9.423956E+10, 9.590389E+10, ]) # ============================ M = 33, I = 1 ============================ M = 33 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 5.591148E-01, 2.788376E+01, 7.687714E+01, 1.400317E+02, 2.146761E+02, 2.992540E+02, 3.927114E+02, 4.942728E+02, 6.033367E+02, 7.194184E+02, 8.421168E+02, 9.710929E+02, 1.106056E+03, 1.246752E+03, 1.392962E+03, 1.544492E+03, 1.701173E+03, 1.862860E+03, 2.029427E+03, 2.200772E+03, 2.376810E+03, 2.557476E+03, 2.742721E+03, 2.932517E+03, 3.126849E+03, 3.325720E+03, 3.529145E+03, 3.737153E+03, 3.949787E+03, 4.167097E+03, 4.389147E+03, 4.616008E+03, 4.847759E+03, 5.084485E+03, 5.326281E+03, 5.573243E+03, 5.825474E+03, 6.083082E+03, 6.346176E+03, 6.614871E+03, 6.889284E+03, 7.169532E+03, 7.455737E+03, 7.748021E+03, 8.046508E+03, 8.351325E+03, 8.662596E+03, 8.980451E+03, 9.305017E+03, 9.636424E+03, 9.974801E+03, 1.032028E+04, 1.067299E+04, 1.103307E+04, 1.140064E+04, 1.177585E+04, 1.215882E+04, 1.254969E+04, 1.294859E+04, 1.335566E+04, 1.377104E+04, 1.419487E+04, 1.462727E+04, 1.506840E+04, 1.551839E+04, 1.597737E+04, 1.644549E+04, 1.692290E+04, 1.740974E+04, 1.790614E+04, 1.841225E+04, 1.892823E+04, 1.945421E+04, 1.999034E+04, 2.053677E+04, 2.109366E+04, 2.166114E+04, 2.223938E+04, 2.282852E+04, 2.342873E+04, 2.404014E+04, 2.466293E+04, 2.529725E+04, 2.594325E+04, 2.660110E+04, 2.727096E+04, 2.795299E+04, 2.864735E+04, 2.935421E+04, 3.007373E+04, 3.080609E+04, 3.155144E+04, 3.230997E+04, 3.308183E+04, 3.386721E+04, 3.466628E+04, 3.547921E+04, 3.630618E+04, 3.714737E+04, 3.800296E+04, 3.887312E+04, 3.975804E+04, 4.065790E+04, 4.157289E+04, 4.250320E+04, 4.344900E+04, 4.441050E+04, 4.538788E+04, 4.638132E+04, 4.739104E+04, 4.841721E+04, 4.946004E+04, 5.051973E+04, 5.159647E+04, 5.269046E+04, 5.380191E+04, 5.493101E+04, 5.607798E+04, 5.724301E+04, 5.842633E+04, 5.962813E+04, 6.084862E+04, 6.208803E+04, 6.334656E+04, 6.462442E+04, 6.592184E+04, 6.723903E+04, 6.857621E+04, 6.993360E+04, 7.131142E+04, 7.270991E+04, 7.412928E+04, 7.556976E+04, 7.703157E+04, 7.851496E+04, 8.002015E+04, 8.154737E+04, 8.309686E+04, 8.466885E+04, 8.626359E+04, 8.788130E+04, 8.952224E+04, 9.118664E+04, 9.287475E+04, 9.458681E+04, 9.632307E+04, 9.808378E+04, 9.986918E+04, 1.016795E+05, 1.035151E+05, 1.053761E+05, 1.072628E+05, 1.091755E+05, 1.111145E+05, 1.130799E+05, 1.150720E+05, 1.170912E+05, 1.191377E+05, 1.212117E+05, 1.233136E+05, 1.254435E+05, 1.276018E+05, 1.297887E+05, 1.320045E+05, 1.342495E+05, 1.365240E+05, 1.388282E+05, 1.411625E+05, 1.435270E+05, 1.459222E+05, 1.483482E+05, 1.508054E+05, 1.532941E+05, 1.558145E+05, 1.583670E+05, 1.609518E+05, 1.635692E+05, 1.662195E+05, 1.689031E+05, 1.716202E+05, 1.743712E+05, 1.771563E+05, 1.799758E+05, 1.828301E+05, 1.857194E+05, 1.886441E+05, 1.916045E+05, 1.946010E+05, 1.976337E+05, 2.007030E+05, 2.038094E+05, 2.069529E+05, 2.101341E+05, 2.133532E+05, 2.166106E+05, 2.199065E+05, 2.232413E+05, 2.266154E+05, 2.300290E+05, 2.334826E+05, 2.369764E+05, 2.405108E+05, 2.440860E+05, 2.477026E+05, 2.513607E+05, 2.550608E+05, 2.588032E+05, 2.625883E+05, 2.664163E+05, 2.702877E+05, 2.742028E+05, 2.781619E+05, 2.821654E+05, 2.862138E+05, 2.903072E+05, 2.944462E+05, 2.986310E+05, 3.028620E+05, 3.071396E+05, 3.114642E+05, 3.158361E+05, 3.202557E+05, 3.247234E+05, 3.292396E+05, 3.338046E+05, 3.384188E+05, 3.430826E+05, 3.477964E+05, 3.525605E+05, 3.573754E+05, 3.622415E+05, 3.671591E+05, 3.721286E+05, 3.771504E+05, 3.822250E+05, 3.873526E+05, 3.925338E+05, 3.977689E+05, 4.030583E+05, 4.084024E+05, 4.138017E+05, 4.192565E+05, 4.247673E+05, 4.303344E+05, 4.359583E+05, 4.416394E+05, 4.473781E+05, 4.531748E+05, 4.590300E+05, 4.649441E+05, 4.709175E+05, 4.769506E+05, 4.830439E+05, 4.891978E+05, 4.954127E+05, 5.016890E+05, 5.080273E+05, 5.144278E+05, 5.208912E+05, 5.274178E+05, 5.340080E+05, 5.406623E+05, 5.473812E+05, 5.541652E+05, 5.610145E+05, 5.679298E+05, 5.749114E+05, 5.819599E+05, 5.890756E+05, 5.962591E+05, 6.035108E+05, 6.108312E+05, 6.182207E+05, 6.256798E+05, 6.332090E+05, 6.408087E+05, 6.484795E+05, 6.562217E+05, 6.640360E+05, 6.719227E+05, 6.798823E+05, 6.879154E+05, 6.960224E+05, 7.042038E+05, 7.124600E+05, 7.207917E+05, 7.291992E+05, 7.376831E+05, 7.462439E+05, 7.548821E+05, 7.635981E+05, 7.723925E+05, 7.812657E+05, 7.902184E+05, 7.992510E+05, 8.083639E+05, 8.175578E+05, 8.268332E+05, 8.361904E+05, 8.456302E+05, 8.551529E+05, 8.647592E+05, 8.744495E+05, 8.842244E+05, 8.940844E+05, 9.040300E+05, 9.140618E+05, 9.241803E+05, 9.343860E+05, 9.446796E+05, 9.550614E+05, 9.655321E+05, 9.760922E+05, 9.867422E+05, 9.974828E+05, 1.008314E+06, 1.019238E+06, 1.030253E+06, 1.041361E+06, 1.052562E+06, 1.063858E+06, 1.075247E+06, 1.086732E+06, 1.098312E+06, 1.109988E+06, 1.121761E+06, 1.133632E+06, 1.145600E+06, 1.157666E+06, 1.169831E+06, 1.182096E+06, 1.194462E+06, 1.206927E+06, 1.219495E+06, 1.232164E+06, 1.244935E+06, 1.257810E+06, 1.270788E+06, 1.283871E+06, 1.297059E+06, 1.310352E+06, 1.323751E+06, 1.337257E+06, 1.350871E+06, 1.364592E+06, 1.378422E+06, 1.392360E+06, 1.406409E+06, 1.420568E+06, 1.434838E+06, 1.449220E+06, 1.463714E+06, 1.478321E+06, 1.493042E+06, 1.507876E+06, 1.522826E+06, 1.537891E+06, 1.553072E+06, 1.568369E+06, 1.583784E+06, 1.599317E+06, 1.614969E+06, 1.630740E+06, 1.646631E+06, 1.662642E+06, 1.678775E+06, 1.695029E+06, 1.711406E+06, 1.727907E+06, 1.744531E+06, 1.761280E+06, 1.778154E+06, 1.795154E+06, 1.812281E+06, 1.829535E+06, 1.846916E+06, 1.864427E+06, 1.882066E+06, 1.899836E+06, 1.917736E+06, 1.935768E+06, 1.953931E+06, 1.972228E+06, 1.990657E+06, 2.009221E+06, 2.027920E+06, 2.046754E+06, 2.065724E+06, 2.084832E+06, 2.104077E+06, 2.123460E+06, 2.142982E+06, 2.162645E+06, 2.182447E+06, 2.202391E+06, 2.222477E+06, 2.242705E+06, 2.263077E+06, 2.283592E+06, 2.304253E+06, 2.325059E+06, 2.346012E+06, 2.367111E+06, 2.388359E+06, 2.409754E+06, 2.431299E+06, 2.452994E+06, 2.474840E+06, 2.496837E+06, 2.518987E+06, 2.541289E+06, 2.563746E+06, 2.586356E+06, 2.609122E+06, 2.632044E+06, 2.655123E+06, 2.678360E+06, 2.701754E+06, 2.725308E+06, 2.749022E+06, 2.772896E+06, 2.796932E+06, 2.821130E+06, 2.845491E+06, 2.870016E+06, 2.894706E+06, 2.919560E+06, 2.944581E+06, 2.969769E+06, 2.995125E+06, 3.020649E+06, 3.046343E+06, 3.072206E+06, 3.098241E+06, 3.124448E+06, 3.150826E+06, 3.177379E+06, 3.204106E+06, 3.231007E+06, 3.258085E+06, 3.285339E+06, 3.312771E+06, 3.340380E+06, 3.368170E+06, 3.396139E+06, 3.424289E+06, 3.452620E+06, 3.481134E+06, 3.509832E+06, 3.538713E+06, 3.567780E+06, 3.597032E+06, 3.626472E+06, 3.656098E+06, 3.685914E+06, 3.715918E+06, 3.746113E+06, 3.776498E+06, 3.807076E+06, 3.837846E+06, 3.868810E+06, 3.899968E+06, 3.931322E+06, 3.962872E+06, 3.994619E+06, 4.026564E+06, 4.058708E+06, 4.091051E+06, 4.123595E+06, 4.156341E+06, 4.189289E+06, 4.222441E+06, 4.255797E+06, 4.289357E+06, 4.323124E+06, 4.357098E+06, 4.391280E+06, 4.425670E+06, 4.460270E+06, 4.495080E+06, 4.530103E+06, 4.565337E+06, 4.600785E+06, 4.636447E+06, 4.672324E+06, 4.708417E+06, 4.744728E+06, 4.781256E+06, 4.818003E+06, 4.854970E+06, 4.892158E+06, 4.929567E+06, 4.967199E+06, 5.005055E+06, 5.043135E+06, 5.081441E+06, 5.119974E+06, 5.158733E+06, 5.197721E+06, 5.236939E+06, 5.276387E+06, ]) # ============================ M = 35, I = 1 ============================ M = 35 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.408486E+02, 7.370638E+03, 2.081703E+04, 3.833246E+04, 5.958466E+04, 8.480327E+04, 1.144161E+05, 1.489328E+05, 1.889250E+05, 2.350292E+05, 2.879545E+05, 3.484919E+05, 4.175250E+05, 4.960407E+05, 5.851411E+05, 6.860561E+05, 8.001556E+05, 9.289633E+05, 1.074171E+06, 1.237654E+06, 1.421487E+06, 1.627960E+06, 1.859601E+06, 2.119192E+06, 2.409795E+06, 2.734771E+06, 3.097810E+06, 3.502956E+06, 3.954635E+06, 4.457691E+06, 5.017416E+06, 5.639588E+06, 6.330509E+06, 7.097050E+06, 7.946691E+06, 8.887570E+06, 9.928538E+06, 1.107920E+07, 1.235001E+07, 1.375226E+07, 1.529822E+07, 1.700119E+07, 1.887552E+07, 2.093678E+07, 2.320174E+07, 2.568856E+07, 2.841681E+07, 3.140759E+07, 3.468367E+07, 3.826953E+07, 4.219154E+07, 4.647808E+07, 5.115962E+07, 5.626891E+07, 6.184111E+07, 6.791395E+07, 7.452788E+07, 8.172624E+07, 8.955546E+07, 9.806526E+07, 1.073088E+08, 1.173429E+08, 1.282284E+08, 1.400301E+08, 1.528173E+08, 1.666640E+08, 1.816490E+08, 1.978563E+08, 2.153754E+08, 2.343017E+08, 2.547366E+08, 2.767880E+08, 3.005708E+08, 3.262069E+08, 3.538259E+08, 3.835654E+08, 4.155714E+08, 4.499991E+08, 4.870125E+08, 5.267860E+08, 5.695042E+08, 6.153624E+08, 6.645677E+08, 7.173392E+08, 7.739084E+08, 8.345204E+08, 8.994342E+08, 9.689234E+08, 1.043277E+09, 1.122800E+09, 1.207815E+09, 1.298662E+09, 1.395698E+09, 1.499302E+09, 1.609872E+09, 1.727828E+09, 1.853610E+09, 1.987686E+09, 2.130544E+09, 2.282700E+09, 2.444694E+09, 2.617099E+09, 2.800511E+09, 2.995561E+09, 3.202910E+09, 3.423251E+09, 3.657315E+09, 3.905865E+09, 4.169705E+09, 4.449677E+09, 4.746663E+09, 5.061590E+09, 5.395426E+09, 5.749188E+09, 6.123942E+09, 6.520801E+09, 6.940932E+09, 7.385557E+09, 7.855954E+09, 8.353459E+09, 8.879471E+09, 9.435450E+09, 1.002293E+10, 1.064349E+10, 1.129882E+10, 1.199065E+10, 1.272080E+10, 1.349117E+10, 1.430374E+10, 1.516058E+10, 1.606385E+10, 1.701580E+10, 1.801877E+10, 1.907522E+10, 2.018768E+10, 2.135883E+10, 2.259142E+10, 2.388835E+10, 2.525261E+10, 2.668733E+10, 2.819577E+10, 2.978131E+10, 3.144749E+10, 3.319796E+10, 3.503654E+10, 3.696720E+10, 3.899407E+10, 4.112142E+10, 4.335372E+10, 4.569560E+10, 4.815186E+10, 5.072750E+10, 5.342772E+10, 5.625789E+10, 5.922362E+10, 6.233070E+10, 6.558517E+10, 6.899328E+10, 7.256151E+10, 7.629659E+10, 8.020550E+10, 8.429546E+10, 8.857399E+10, 9.304885E+10, 9.772811E+10, 1.026201E+11, 1.077335E+11, 1.130772E+11, 1.186605E+11, 1.244931E+11, 1.305849E+11, 1.369461E+11, 1.435875E+11, 1.505201E+11, 1.577552E+11, 1.653047E+11, 1.731809E+11, 1.813963E+11, 1.899640E+11, 1.988975E+11, 2.082108E+11, 2.179183E+11, 2.280350E+11, 2.385762E+11, 2.495580E+11, 2.609966E+11, 2.729093E+11, 2.853135E+11, 2.982273E+11, 3.116694E+11, 3.256593E+11, 3.402169E+11, 3.553627E+11, 3.711180E+11, 3.875047E+11, 4.045455E+11, 4.222638E+11, 4.406835E+11, 4.598295E+11, 4.797274E+11, 5.004038E+11, 5.218856E+11, 5.442011E+11, 5.673791E+11, 5.914495E+11, 6.164430E+11, 6.423912E+11, 6.693268E+11, 6.972832E+11, 7.262953E+11, 7.563985E+11, 7.876296E+11, 8.200263E+11, 8.536276E+11, 8.884735E+11, 9.246053E+11, 9.620653E+11, 1.000897E+12, 1.041146E+12, 1.082858E+12, 1.126080E+12, 1.170862E+12, 1.217254E+12, 1.265308E+12, 1.315076E+12, 1.366614E+12, 1.419978E+12, 1.475226E+12, 1.532416E+12, 1.591611E+12, 1.652873E+12, 1.716267E+12, 1.781858E+12, 1.849716E+12, 1.919909E+12, 1.992511E+12, 2.067594E+12, 2.145236E+12, 2.225513E+12, 2.308506E+12, 2.394296E+12, 2.482969E+12, 2.574610E+12, 2.669309E+12, 2.767157E+12, 2.868248E+12, 2.972677E+12, 3.080544E+12, 3.191949E+12, 3.306996E+12, 3.425792E+12, 3.548446E+12, 3.675069E+12, 3.805778E+12, 3.940690E+12, 4.079925E+12, 4.223608E+12, 4.371866E+12, 4.524828E+12, 4.682629E+12, 4.845405E+12, 5.013297E+12, 5.186448E+12, 5.365006E+12, 5.549122E+12, 5.738950E+12, 5.934650E+12, 6.136382E+12, 6.344315E+12, 6.558618E+12, 6.779465E+12, 7.007036E+12, 7.241514E+12, 7.483086E+12, 7.731943E+12, 7.988284E+12, 8.252308E+12, 8.524222E+12, 8.804237E+12, 9.092569E+12, 9.389438E+12, 9.695071E+12, 1.000970E+13, 1.033356E+13, 1.066689E+13, 1.100995E+13, 1.136298E+13, 1.172625E+13, 1.210002E+13, 1.248456E+13, 1.288015E+13, 1.328707E+13, 1.370562E+13, 1.413609E+13, 1.457879E+13, 1.503402E+13, 1.550210E+13, 1.598337E+13, 1.647814E+13, 1.698676E+13, 1.750958E+13, 1.804695E+13, 1.859923E+13, 1.916680E+13, 1.975002E+13, 2.034930E+13, 2.096501E+13, 2.159757E+13, 2.224740E+13, 2.291490E+13, 2.360051E+13, 2.430468E+13, 2.502784E+13, 2.577046E+13, 2.653300E+13, 2.731595E+13, 2.811980E+13, 2.894503E+13, 2.979217E+13, 3.066173E+13, 3.155424E+13, 3.247024E+13, 3.341029E+13, 3.437496E+13, 3.536481E+13, 3.638044E+13, 3.742245E+13, 3.849145E+13, 3.958806E+13, 4.071293E+13, 4.186671E+13, 4.305006E+13, 4.426365E+13, 4.550819E+13, 4.678437E+13, 4.809292E+13, 4.943458E+13, 5.081008E+13, 5.222020E+13, 5.366571E+13, 5.514740E+13, 5.666610E+13, 5.822263E+13, 5.981783E+13, 6.145255E+13, 6.312768E+13, 6.484411E+13, 6.660275E+13, 6.840453E+13, 7.025040E+13, 7.214132E+13, 7.407827E+13, 7.606226E+13, 7.809432E+13, 8.017547E+13, 8.230679E+13, 8.448936E+13, 8.672428E+13, 8.901267E+13, 9.135567E+13, 9.375447E+13, 9.621023E+13, 9.872418E+13, 1.012976E+14, 1.039316E+14, 1.066276E+14, 1.093868E+14, 1.122107E+14, 1.151005E+14, 1.180576E+14, 1.210834E+14, 1.241794E+14, 1.273470E+14, 1.305876E+14, 1.339029E+14, 1.372943E+14, 1.407634E+14, 1.443118E+14, 1.479412E+14, 1.516530E+14, 1.554492E+14, 1.593313E+14, 1.633011E+14, 1.673603E+14, 1.715109E+14, 1.757546E+14, 1.800932E+14, 1.845288E+14, 1.890632E+14, 1.936984E+14, 1.984363E+14, 2.032792E+14, 2.082289E+14, 2.132877E+14, 2.184577E+14, 2.237410E+14, 2.291400E+14, 2.346568E+14, 2.402938E+14, 2.460532E+14, 2.519376E+14, 2.579493E+14, 2.640908E+14, 2.703646E+14, 2.767732E+14, 2.833192E+14, 2.900053E+14, 2.968342E+14, 3.038085E+14, 3.109312E+14, 3.182048E+14, 3.256325E+14, 3.332170E+14, 3.409614E+14, 3.488685E+14, 3.569416E+14, 3.651838E+14, 3.735981E+14, 3.821879E+14, 3.909563E+14, 3.999068E+14, 4.090427E+14, 4.183674E+14, 4.278845E+14, 4.375974E+14, 4.475098E+14, 4.576255E+14, 4.679480E+14, 4.784812E+14, 4.892289E+14, 5.001951E+14, 5.113837E+14, 5.227987E+14, 5.344443E+14, 5.463247E+14, 5.584440E+14, 5.708066E+14, 5.834168E+14, 5.962792E+14, 6.093981E+14, 6.227782E+14, 6.364242E+14, 6.503407E+14, 6.645326E+14, 6.790047E+14, 6.937621E+14, 7.088097E+14, 7.241526E+14, 7.397961E+14, 7.557454E+14, 7.720058E+14, 7.885829E+14, 8.054821E+14, 8.227090E+14, 8.402693E+14, 8.581688E+14, 8.764134E+14, 8.950090E+14, 9.139616E+14, 9.332775E+14, 9.529628E+14, 9.730239E+14, 9.934671E+14, 1.014299E+15, 1.035526E+15, 1.057156E+15, 1.079194E+15, 1.101648E+15, 1.124525E+15, 1.147832E+15, 1.171575E+15, 1.195764E+15, 1.220404E+15, 1.245504E+15, 1.271071E+15, 1.297114E+15, 1.323639E+15, 1.350655E+15, 1.378170E+15, 1.406192E+15, 1.434730E+15, 1.463792E+15, 1.493387E+15, 1.523524E+15, 1.554211E+15, 1.585458E+15, 1.617273E+15, 1.649666E+15, 1.682646E+15, 1.716223E+15, 1.750406E+15, 1.785206E+15, 1.820632E+15, 1.856694E+15, 1.893402E+15, 1.930768E+15, 1.968801E+15, 2.007512E+15, 2.046912E+15, 2.087013E+15, 2.127824E+15, ]) # ============================ M = 35, I = 2 ============================ M = 35 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.467757E+02, 7.557655E+03, 2.134608E+04, 3.930720E+04, 6.110022E+04, 8.696063E+04, 1.173271E+05, 1.527223E+05, 1.937324E+05, 2.410100E+05, 2.952823E+05, 3.573605E+05, 4.281507E+05, 5.086648E+05, 6.000331E+05, 7.035166E+05, 8.205203E+05, 9.526066E+05, 1.101510E+06, 1.269155E+06, 1.457666E+06, 1.669395E+06, 1.906932E+06, 2.173131E+06, 2.471131E+06, 2.804379E+06, 3.176659E+06, 3.592117E+06, 4.055293E+06, 4.571154E+06, 5.145126E+06, 5.783135E+06, 6.491643E+06, 7.277696E+06, 8.148963E+06, 9.113792E+06, 1.018126E+07, 1.136121E+07, 1.266436E+07, 1.410231E+07, 1.568762E+07, 1.743394E+07, 1.935598E+07, 2.146970E+07, 2.379232E+07, 2.634244E+07, 2.914014E+07, 3.220705E+07, 3.556652E+07, 3.924366E+07, 4.326551E+07, 4.766115E+07, 5.246186E+07, 5.770121E+07, 6.341525E+07, 6.964268E+07, 7.642496E+07, 8.380655E+07, 9.183507E+07, 1.005615E+08, 1.100403E+08, 1.203298E+08, 1.314924E+08, 1.435945E+08, 1.567073E+08, 1.709064E+08, 1.862728E+08, 2.028927E+08, 2.208578E+08, 2.402658E+08, 2.612209E+08, 2.838336E+08, 3.082218E+08, 3.345105E+08, 3.628325E+08, 3.933290E+08, 4.261498E+08, 4.614538E+08, 4.994094E+08, 5.401954E+08, 5.840010E+08, 6.310265E+08, 6.814844E+08, 7.355991E+08, 7.936083E+08, 8.557632E+08, 9.223294E+08, 9.935875E+08, 1.069834E+09, 1.151381E+09, 1.238560E+09, 1.331719E+09, 1.431226E+09, 1.537467E+09, 1.650852E+09, 1.771810E+09, 1.900795E+09, 2.038283E+09, 2.184778E+09, 2.340806E+09, 2.506925E+09, 2.683718E+09, 2.871799E+09, 3.071814E+09, 3.284440E+09, 3.510391E+09, 3.750413E+09, 4.005290E+09, 4.275846E+09, 4.562945E+09, 4.867491E+09, 5.190434E+09, 5.532768E+09, 5.895536E+09, 6.279829E+09, 6.686790E+09, 7.117616E+09, 7.573560E+09, 8.055931E+09, 8.566100E+09, 9.105502E+09, 9.675634E+09, 1.027806E+10, 1.091443E+10, 1.158644E+10, 1.229588E+10, 1.304461E+10, 1.383459E+10, 1.466785E+10, 1.554650E+10, 1.647276E+10, 1.744894E+10, 1.847745E+10, 1.956078E+10, 2.070157E+10, 2.190253E+10, 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6.863650E+11, 7.150331E+11, 7.447836E+11, 7.756532E+11, 8.076792E+11, 8.409007E+11, 8.753573E+11, 9.110903E+11, 9.481418E+11, 9.865553E+11, 1.026376E+12, 1.067649E+12, 1.110423E+12, 1.154746E+12, 1.200668E+12, 1.248240E+12, 1.297517E+12, 1.348553E+12, 1.401402E+12, 1.456125E+12, 1.512779E+12, 1.571425E+12, 1.632127E+12, 1.694948E+12, 1.759956E+12, 1.827217E+12, 1.896802E+12, 1.968782E+12, 2.043232E+12, 2.120227E+12, 2.199844E+12, 2.282165E+12, 2.367270E+12, 2.455245E+12, 2.546174E+12, 2.640149E+12, 2.737259E+12, 2.837598E+12, 2.941261E+12, 3.048349E+12, 3.158961E+12, 3.273202E+12, 3.391178E+12, 3.512998E+12, 3.638774E+12, 3.768621E+12, 3.902657E+12, 4.041003E+12, 4.183783E+12, 4.331123E+12, 4.483155E+12, 4.640011E+12, 4.801829E+12, 4.968749E+12, 5.140914E+12, 5.318473E+12, 5.501577E+12, 5.690379E+12, 5.885040E+12, 6.085721E+12, 6.292589E+12, 6.505815E+12, 6.725572E+12, 6.952042E+12, 7.185406E+12, 7.425852E+12, 7.673574E+12, 7.928766E+12, 8.191632E+12, 8.462377E+12, 8.741213E+12, 9.028356E+12, 9.324028E+12, 9.628454E+12, 9.941867E+12, 1.026450E+13, 1.059661E+13, 1.093843E+13, 1.129022E+13, 1.165224E+13, 1.202475E+13, 1.240803E+13, 1.280236E+13, 1.320802E+13, 1.362531E+13, 1.405451E+13, 1.449594E+13, 1.494990E+13, 1.541672E+13, 1.589672E+13, 1.639024E+13, 1.689760E+13, 1.741918E+13, 1.795530E+13, 1.850635E+13, 1.907269E+13, 1.965470E+13, 2.025277E+13, 2.086730E+13, 2.149869E+13, 2.214736E+13, 2.281372E+13, 2.349822E+13, 2.420128E+13, 2.492337E+13, 2.566494E+13, 2.642647E+13, 2.720842E+13, 2.801130E+13, 2.883561E+13, 2.968185E+13, 3.055056E+13, 3.144225E+13, 3.235748E+13, 3.329680E+13, 3.426078E+13, 3.525000E+13, 3.626505E+13, 3.730654E+13, 3.837507E+13, 3.947128E+13, 4.059581E+13, 4.174932E+13, 4.293246E+13, 4.414593E+13, 4.539042E+13, 4.666664E+13, 4.797531E+13, 4.931717E+13, 5.069298E+13, 5.210349E+13, 5.354950E+13, 5.503181E+13, 5.655123E+13, 5.810859E+13, 5.970474E+13, 6.134054E+13, 6.301688E+13, 6.473465E+13, 6.649478E+13, 6.829818E+13, 7.014583E+13, 7.203868E+13, 7.397774E+13, 7.596400E+13, 7.799850E+13, 8.008228E+13, 8.221641E+13, 8.440198E+13, 8.664011E+13, 8.893192E+13, 9.127856E+13, 9.368121E+13, 9.614107E+13, 9.865935E+13, 1.012373E+14, 1.038762E+14, 1.065773E+14, 1.093419E+14, 1.121714E+14, 1.150671E+14, 1.180305E+14, 1.210628E+14, 1.241657E+14, 1.273405E+14, 1.305887E+14, 1.339119E+14, 1.373115E+14, 1.407893E+14, 1.443467E+14, 1.479854E+14, 1.517071E+14, 1.555135E+14, 1.594063E+14, 1.633872E+14, 1.674580E+14, 1.716206E+14, 1.758769E+14, 1.802286E+14, 1.846777E+14, 1.892261E+14, 1.938759E+14, 1.986291E+14, 2.034877E+14, 2.084538E+14, 2.135296E+14, 2.187172E+14, 2.240187E+14, 2.294366E+14, 2.349730E+14, 2.406302E+14, 2.464107E+14, 2.523168E+14, 2.583509E+14, 2.645156E+14, 2.708135E+14, 2.772469E+14, 2.838187E+14, 2.905314E+14, 2.973877E+14, 3.043904E+14, 3.115423E+14, 3.188462E+14, 3.263050E+14, 3.339218E+14, 3.416994E+14, 3.496408E+14, 3.577493E+14, 3.660279E+14, 3.744799E+14, 3.831084E+14, 3.919168E+14, 4.009085E+14, 4.100868E+14, 4.194552E+14, 4.290173E+14, 4.387766E+14, 4.487368E+14, 4.589016E+14, 4.692747E+14, 4.798600E+14, 4.906613E+14, 5.016827E+14, 5.129280E+14, 5.244014E+14, 5.361070E+14, 5.480491E+14, 5.602319E+14, 5.726597E+14, 5.853370E+14, 5.982683E+14, 6.114580E+14, 6.249109E+14, 6.386316E+14, 6.526249E+14, 6.668957E+14, 6.814489E+14, 6.962894E+14, 7.114224E+14, 7.268531E+14, 7.425866E+14, 7.586283E+14, 7.749836E+14, 7.916580E+14, 8.086570E+14, 8.259864E+14, 8.436518E+14, 8.616591E+14, 8.800143E+14, 8.987233E+14, 9.177923E+14, 9.372274E+14, 9.570350E+14, 9.772214E+14, 9.977931E+14, 1.018757E+15, 1.040119E+15, 1.061887E+15, 1.084067E+15, 1.106666E+15, 1.129691E+15, 1.153151E+15, 1.177051E+15, 1.201399E+15, 1.226203E+15, 1.251471E+15, 1.277210E+15, 1.303428E+15, 1.330133E+15, 1.357333E+15, 1.385037E+15, 1.413252E+15, 1.441988E+15, 1.471252E+15, 1.501054E+15, 1.531403E+15, 1.562307E+15, 1.593775E+15, 1.625817E+15, 1.658442E+15, 1.691659E+15, 1.725479E+15, 1.759911E+15, 1.794964E+15, 1.830650E+15, 1.866978E+15, 1.903958E+15, 1.941601E+15, 1.979918E+15, 2.018919E+15, 2.058616E+15, 2.099019E+15, 2.140140E+15, 2.181990E+15, ]) # ============================ M = 36, I = 1 ============================ M = 36 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 6.869088E+00, 1.154951E+01, 2.200772E+01, 3.248752E+01, 4.297280E+01, 5.346050E+01, 6.394960E+01, 7.443968E+01, 8.493054E+01, 9.542204E+01, 1.059141E+02, 1.164068E+02, 1.268999E+02, 1.373935E+02, 1.478876E+02, 1.583822E+02, 1.688772E+02, 1.793727E+02, 1.898686E+02, 2.003649E+02, 2.108617E+02, 2.213590E+02, 2.318567E+02, 2.423548E+02, 2.528534E+02, 2.633525E+02, 2.738522E+02, 2.843524E+02, 2.948533E+02, 3.053550E+02, 3.158575E+02, 3.263610E+02, 3.368657E+02, 3.473718E+02, 3.578795E+02, 3.683892E+02, 3.789011E+02, 3.894156E+02, 3.999332E+02, 4.104542E+02, 4.209792E+02, 4.315088E+02, 4.420433E+02, 4.525836E+02, 4.631302E+02, 4.736839E+02, 4.842453E+02, 4.948152E+02, 5.053943E+02, 5.159835E+02, 5.265836E+02, 5.371955E+02, 5.478199E+02, 5.584578E+02, 5.691101E+02, 5.797777E+02, 5.904614E+02, 6.011622E+02, 6.118811E+02, 6.226188E+02, 6.333765E+02, 6.441549E+02, 6.549550E+02, 6.657776E+02, 6.766238E+02, 6.874944E+02, 6.983902E+02, 7.093122E+02, 7.202613E+02, 7.312382E+02, 7.422438E+02, 7.532790E+02, 7.643445E+02, 7.754412E+02, 7.865699E+02, 7.977312E+02, 8.089261E+02, 8.201552E+02, 8.314192E+02, 8.427188E+02, 8.540549E+02, 8.654280E+02, 8.768387E+02, 8.882878E+02, 8.997759E+02, 9.113036E+02, 9.228715E+02, 9.344802E+02, 9.461303E+02, 9.578223E+02, 9.695567E+02, 9.813342E+02, 9.931551E+02, 1.005020E+03, 1.016930E+03, 1.028884E+03, 1.040884E+03, 1.052930E+03, 1.065022E+03, 1.077161E+03, 1.089347E+03, 1.101581E+03, 1.113863E+03, 1.126193E+03, 1.138572E+03, 1.151000E+03, 1.163478E+03, 1.176005E+03, 1.188582E+03, 1.201210E+03, 1.213889E+03, 1.226619E+03, 1.239400E+03, 1.252233E+03, 1.265118E+03, 1.278055E+03, 1.291045E+03, 1.304087E+03, 1.317182E+03, 1.330331E+03, 1.343533E+03, 1.356789E+03, 1.370099E+03, 1.383463E+03, 1.396881E+03, 1.410354E+03, 1.423882E+03, 1.437465E+03, 1.451103E+03, 1.464796E+03, 1.478545E+03, 1.492350E+03, 1.506211E+03, 1.520127E+03, 1.534100E+03, 1.548130E+03, 1.562215E+03, 1.576358E+03, 1.590557E+03, 1.604814E+03, 1.619127E+03, 1.633498E+03, 1.647926E+03, 1.662412E+03, 1.676955E+03, 1.691556E+03, 1.706215E+03, 1.720932E+03, 1.735707E+03, 1.750541E+03, 1.765432E+03, 1.780382E+03, 1.795391E+03, 1.810458E+03, 1.825584E+03, 1.840769E+03, 1.856013E+03, 1.871316E+03, 1.886678E+03, 1.902099E+03, 1.917579E+03, 1.933119E+03, 1.948718E+03, 1.964377E+03, 1.980095E+03, 1.995873E+03, 2.011711E+03, 2.027608E+03, 2.043565E+03, 2.059583E+03, 2.075660E+03, 2.091797E+03, 2.107995E+03, 2.124253E+03, 2.140570E+03, 2.156949E+03, 2.173387E+03, 2.189887E+03, 2.206446E+03, 2.223066E+03, 2.239747E+03, 2.256488E+03, 2.273290E+03, 2.290153E+03, 2.307077E+03, 2.324061E+03, 2.341106E+03, 2.358213E+03, 2.375380E+03, 2.392608E+03, 2.409897E+03, 2.427248E+03, 2.444659E+03, 2.462132E+03, 2.479666E+03, 2.497261E+03, 2.514918E+03, 2.532636E+03, 2.550415E+03, 2.568255E+03, 2.586157E+03, 2.604121E+03, 2.622146E+03, 2.640233E+03, 2.658381E+03, 2.676591E+03, 2.694862E+03, 2.713195E+03, 2.731590E+03, 2.750047E+03, 2.768565E+03, 2.787145E+03, 2.805787E+03, 2.824491E+03, 2.843257E+03, 2.862084E+03, 2.880974E+03, 2.899925E+03, 2.918939E+03, 2.938014E+03, 2.957151E+03, 2.976351E+03, 2.995612E+03, 3.014936E+03, 3.034322E+03, 3.053770E+03, 3.073280E+03, 3.092852E+03, 3.112486E+03, 3.132183E+03, 3.151942E+03, 3.171763E+03, 3.191646E+03, 3.211592E+03, 3.231600E+03, 3.251670E+03, 3.271803E+03, 3.291998E+03, 3.312256E+03, 3.332576E+03, 3.352958E+03, 3.373403E+03, 3.393910E+03, 3.414480E+03, 3.435112E+03, 3.455807E+03, 3.476564E+03, 3.497384E+03, 3.518266E+03, 3.539211E+03, 3.560219E+03, 3.581289E+03, 3.602422E+03, 3.623617E+03, 3.644875E+03, 3.666196E+03, 3.687579E+03, 3.709026E+03, 3.730534E+03, 3.752106E+03, 3.773740E+03, 3.795437E+03, 3.817197E+03, 3.839019E+03, 3.860905E+03, 3.882853E+03, 3.904864E+03, 3.926938E+03, 3.949074E+03, 3.971273E+03, 3.993536E+03, 4.015861E+03, 4.038249E+03, 4.060700E+03, 4.083214E+03, 4.105790E+03, 4.128430E+03, 4.151133E+03, 4.173898E+03, 4.196727E+03, 4.219618E+03, 4.242573E+03, 4.265590E+03, 4.288670E+03, 4.311814E+03, 4.335020E+03, 4.358290E+03, 4.381622E+03, 4.405018E+03, 4.428476E+03, 4.451998E+03, 4.475583E+03, 4.499231E+03, 4.522942E+03, 4.546716E+03, 4.570553E+03, 4.594453E+03, 4.618417E+03, 4.642443E+03, 4.666533E+03, 4.690685E+03, 4.714901E+03, 4.739181E+03, 4.763523E+03, 4.787929E+03, 4.812397E+03, 4.836929E+03, 4.861524E+03, 4.886183E+03, 4.910904E+03, 4.935689E+03, 4.960537E+03, 4.985449E+03, 5.010423E+03, 5.035461E+03, 5.060562E+03, 5.085727E+03, 5.110954E+03, 5.136245E+03, 5.161600E+03, 5.187017E+03, 5.212498E+03, 5.238043E+03, 5.263650E+03, 5.289321E+03, 5.315056E+03, 5.340853E+03, 5.366715E+03, 5.392639E+03, 5.418627E+03, 5.444678E+03, 5.470792E+03, 5.496970E+03, 5.523212E+03, 5.549517E+03, 5.575885E+03, 5.602316E+03, 5.628811E+03, 5.655370E+03, 5.681992E+03, 5.708677E+03, 5.735426E+03, 5.762239E+03, 5.789114E+03, 5.816054E+03, 5.843056E+03, 5.870123E+03, 5.897252E+03, 5.924445E+03, 5.951702E+03, 5.979023E+03, 6.006406E+03, 6.033854E+03, 6.061364E+03, 6.088939E+03, 6.116577E+03, 6.144278E+03, 6.172043E+03, 6.199872E+03, 6.227764E+03, 6.255720E+03, 6.283739E+03, 6.311822E+03, 6.339968E+03, 6.368178E+03, 6.396452E+03, 6.424789E+03, 6.453190E+03, 6.481655E+03, 6.510183E+03, 6.538775E+03, 6.567430E+03, 6.596149E+03, 6.624932E+03, 6.653778E+03, 6.682688E+03, 6.711662E+03, 6.740699E+03, 6.769800E+03, 6.798965E+03, 6.828193E+03, 6.857485E+03, 6.886841E+03, 6.916261E+03, 6.945744E+03, 6.975291E+03, 7.004901E+03, 7.034575E+03, 7.064313E+03, 7.094115E+03, 7.123981E+03, 7.153910E+03, 7.183903E+03, 7.213960E+03, 7.244080E+03, 7.274264E+03, 7.304512E+03, 7.334824E+03, 7.365200E+03, 7.395639E+03, 7.426142E+03, 7.456709E+03, 7.487340E+03, 7.518034E+03, 7.548793E+03, 7.579615E+03, 7.610501E+03, 7.641451E+03, 7.672464E+03, 7.703542E+03, 7.734683E+03, 7.765888E+03, 7.797157E+03, 7.828490E+03, 7.859887E+03, 7.891347E+03, 7.922872E+03, 7.954460E+03, 7.986112E+03, 8.017828E+03, 8.049608E+03, 8.081452E+03, 8.113360E+03, 8.145331E+03, 8.177367E+03, 8.209466E+03, 8.241630E+03, 8.273857E+03, 8.306148E+03, 8.338503E+03, 8.370922E+03, 8.403405E+03, 8.435952E+03, 8.468563E+03, 8.501238E+03, 8.533976E+03, 8.566779E+03, 8.599646E+03, 8.632576E+03, 8.665571E+03, 8.698630E+03, 8.731752E+03, 8.764939E+03, 8.798190E+03, 8.831504E+03, 8.864883E+03, 8.898325E+03, 8.931832E+03, 8.965402E+03, 8.999037E+03, 9.032736E+03, 9.066498E+03, 9.100325E+03, 9.134216E+03, 9.168170E+03, 9.202189E+03, 9.236272E+03, 9.270419E+03, 9.304630E+03, 9.338905E+03, 9.373244E+03, 9.407647E+03, 9.442115E+03, 9.476646E+03, 9.511241E+03, 9.545901E+03, 9.580624E+03, 9.615412E+03, 9.650264E+03, 9.685180E+03, 9.720160E+03, 9.755204E+03, 9.790312E+03, 9.825485E+03, 9.860721E+03, 9.896022E+03, 9.931387E+03, 9.966816E+03, 1.000231E+04, 1.003787E+04, 1.007349E+04, 1.010917E+04, 1.014492E+04, 1.018074E+04, 1.021661E+04, 1.025256E+04, 1.028856E+04, 1.032463E+04, 1.036077E+04, 1.039697E+04, 1.043323E+04, 1.046956E+04, 1.050595E+04, 1.054241E+04, 1.057892E+04, 1.061551E+04, 1.065216E+04, 1.068887E+04, 1.072565E+04, 1.076249E+04, 1.079939E+04, ]) # ============================ M = 37, I = 1 ============================ M = 37 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 5.784286E+00, 1.684562E+02, 4.726096E+02, 8.660051E+02, 1.331721E+03, 1.859963E+03, 2.444122E+03, 3.079355E+03, 3.761935E+03, 4.488927E+03, 5.258023E+03, 6.067445E+03, 6.915884E+03, 7.802444E+03, 8.726593E+03, 9.688113E+03, 1.068705E+04, 1.172368E+04, 1.279844E+04, 1.391196E+04, 1.506494E+04, 1.625824E+04, 1.749277E+04, 1.876951E+04, 2.008951E+04, 2.145388E+04, 2.286376E+04, 2.432031E+04, 2.582475E+04, 2.737832E+04, 2.898227E+04, 3.063788E+04, 3.234645E+04, 3.410930E+04, 3.592775E+04, 3.780314E+04, 3.973684E+04, 4.173019E+04, 4.378459E+04, 4.590140E+04, 4.808204E+04, 5.032789E+04, 5.264038E+04, 5.502091E+04, 5.747093E+04, 5.999186E+04, 6.258515E+04, 6.525225E+04, 6.799463E+04, 7.081375E+04, 7.371110E+04, 7.668816E+04, 7.974644E+04, 8.288743E+04, 8.611266E+04, 8.942365E+04, 9.282194E+04, 9.630908E+04, 9.988663E+04, 1.035562E+05, 1.073192E+05, 1.111775E+05, 1.151325E+05, 1.191859E+05, 1.233393E+05, 1.275944E+05, 1.319528E+05, 1.364162E+05, 1.409862E+05, 1.456647E+05, 1.504532E+05, 1.553536E+05, 1.603675E+05, 1.654967E+05, 1.707431E+05, 1.761083E+05, 1.815943E+05, 1.872027E+05, 1.929355E+05, 1.987946E+05, 2.047817E+05, 2.108988E+05, 2.171478E+05, 2.235306E+05, 2.300491E+05, 2.367054E+05, 2.435013E+05, 2.504389E+05, 2.575201E+05, 2.647471E+05, 2.721218E+05, 2.796464E+05, 2.873228E+05, 2.951533E+05, 3.031399E+05, 3.112848E+05, 3.195900E+05, 3.280579E+05, 3.366906E+05, 3.454903E+05, 3.544593E+05, 3.635998E+05, 3.729140E+05, 3.824044E+05, 3.920731E+05, 4.019225E+05, 4.119550E+05, 4.221730E+05, 4.325788E+05, 4.431748E+05, 4.539635E+05, 4.649474E+05, 4.761289E+05, 4.875104E+05, 4.990946E+05, 5.108839E+05, 5.228810E+05, 5.350883E+05, 5.475085E+05, 5.601441E+05, 5.729979E+05, 5.860725E+05, 5.993706E+05, 6.128948E+05, 6.266479E+05, 6.406326E+05, 6.548518E+05, 6.693081E+05, 6.840043E+05, 6.989434E+05, 7.141282E+05, 7.295614E+05, 7.452461E+05, 7.611852E+05, 7.773814E+05, 7.938380E+05, 8.105577E+05, 8.275436E+05, 8.447987E+05, 8.623261E+05, 8.801289E+05, 8.982100E+05, 9.165727E+05, 9.352201E+05, 9.541552E+05, 9.733814E+05, 9.929017E+05, 1.012720E+06, 1.032838E+06, 1.053260E+06, 1.073990E+06, 1.095030E+06, 1.116384E+06, 1.138055E+06, 1.160047E+06, 1.182362E+06, 1.205006E+06, 1.227980E+06, 1.251288E+06, 1.274934E+06, 1.298922E+06, 1.323254E+06, 1.347935E+06, 1.372968E+06, 1.398356E+06, 1.424104E+06, 1.450215E+06, 1.476692E+06, 1.503540E+06, 1.530762E+06, 1.558361E+06, 1.586342E+06, 1.614709E+06, 1.643464E+06, 1.672613E+06, 1.702159E+06, 1.732105E+06, 1.762456E+06, 1.793216E+06, 1.824389E+06, 1.855978E+06, 1.887988E+06, 1.920422E+06, 1.953285E+06, 1.986581E+06, 2.020314E+06, 2.054488E+06, 2.089108E+06, 2.124177E+06, 2.159699E+06, 2.195679E+06, 2.232122E+06, 2.269031E+06, 2.306410E+06, 2.344265E+06, 2.382600E+06, 2.421418E+06, 2.460724E+06, 2.500523E+06, 2.540819E+06, 2.581617E+06, 2.622921E+06, 2.664735E+06, 2.707065E+06, 2.749915E+06, 2.793289E+06, 2.837192E+06, 2.881630E+06, 2.926605E+06, 2.972124E+06, 3.018190E+06, 3.064810E+06, 3.111987E+06, 3.159726E+06, 3.208032E+06, 3.256911E+06, 3.306366E+06, 3.356404E+06, 3.407028E+06, 3.458244E+06, 3.510057E+06, 3.562472E+06, 3.615493E+06, 3.669127E+06, 3.723378E+06, 3.778251E+06, 3.833752E+06, 3.889885E+06, 3.946656E+06, 4.004071E+06, 4.062133E+06, 4.120850E+06, 4.180225E+06, 4.240265E+06, 4.300975E+06, 4.362360E+06, 4.424425E+06, 4.487177E+06, 4.550620E+06, 4.614761E+06, 4.679604E+06, 4.745156E+06, 4.811421E+06, 4.878406E+06, 4.946116E+06, 5.014557E+06, 5.083735E+06, 5.153655E+06, 5.224323E+06, 5.295745E+06, 5.367927E+06, 5.440874E+06, 5.514593E+06, 5.589090E+06, 5.664370E+06, 5.740439E+06, 5.817304E+06, 5.894970E+06, 5.973444E+06, 6.052731E+06, 6.132838E+06, 6.213771E+06, 6.295535E+06, 6.378138E+06, 6.461586E+06, 6.545884E+06, 6.631040E+06, 6.717058E+06, 6.803947E+06, 6.891711E+06, 6.980358E+06, 7.069894E+06, 7.160326E+06, 7.251659E+06, 7.343901E+06, 7.437058E+06, 7.531137E+06, 7.626144E+06, 7.722085E+06, 7.818969E+06, 7.916800E+06, 8.015587E+06, 8.115336E+06, 8.216053E+06, 8.317745E+06, 8.420420E+06, 8.524084E+06, 8.628745E+06, 8.734408E+06, 8.841082E+06, 8.948772E+06, 9.057487E+06, 9.167233E+06, 9.278017E+06, 9.389847E+06, 9.502730E+06, 9.616672E+06, 9.731681E+06, 9.847765E+06, 9.964930E+06, 1.008318E+07, 1.020254E+07, 1.032299E+07, 1.044456E+07, 1.056724E+07, 1.069105E+07, 1.081599E+07, 1.094208E+07, 1.106931E+07, 1.119770E+07, 1.132726E+07, 1.145798E+07, 1.158989E+07, 1.172298E+07, 1.185727E+07, 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2.521013E+07, 2.545488E+07, 2.570150E+07, 2.594999E+07, 2.620036E+07, 2.645263E+07, 2.670681E+07, 2.696290E+07, 2.722091E+07, 2.748086E+07, 2.774276E+07, 2.800662E+07, 2.827245E+07, 2.854025E+07, 2.881005E+07, 2.908184E+07, 2.935565E+07, 2.963148E+07, 2.990934E+07, 3.018925E+07, 3.047122E+07, 3.075524E+07, 3.104135E+07, 3.132955E+07, 3.161984E+07, 3.191225E+07, 3.220678E+07, 3.250344E+07, 3.280224E+07, 3.310320E+07, 3.340633E+07, 3.371164E+07, 3.401914E+07, 3.432883E+07, 3.464074E+07, 3.495488E+07, 3.527125E+07, 3.558987E+07, 3.591075E+07, 3.623390E+07, 3.655934E+07, 3.688707E+07, 3.721710E+07, 3.754946E+07, 3.788414E+07, 3.822116E+07, 3.856054E+07, 3.890229E+07, 3.924642E+07, 3.959293E+07, 3.994185E+07, 4.029318E+07, 4.064694E+07, 4.100314E+07, 4.136179E+07, 4.172290E+07, 4.208649E+07, 4.245257E+07, 4.282114E+07, 4.319224E+07, 4.356586E+07, 4.394201E+07, 4.432072E+07, 4.470199E+07, 4.508584E+07, 4.547228E+07, 4.586132E+07, 4.625297E+07, 4.664726E+07, 4.704418E+07, 4.744376E+07, 4.784600E+07, 4.825092E+07, 4.865854E+07, 4.906886E+07, 4.948190E+07, 4.989767E+07, 5.031619E+07, 5.073746E+07, 5.116151E+07, 5.158834E+07, 5.201797E+07, 5.245041E+07, 5.288568E+07, 5.332379E+07, 5.376475E+07, 5.420857E+07, 5.465528E+07, 5.510488E+07, 5.555738E+07, 5.601281E+07, 5.647117E+07, 5.693248E+07, 5.739675E+07, 5.786400E+07, 5.833424E+07, 5.880748E+07, 5.928374E+07, 5.976303E+07, 6.024537E+07, 6.073077E+07, 6.121924E+07, 6.171081E+07, 6.220548E+07, 6.270326E+07, 6.320418E+07, 6.370824E+07, 6.421547E+07, 6.472587E+07, 6.523946E+07, 6.575625E+07, 6.627627E+07, 6.679952E+07, 6.732602E+07, 6.785578E+07, ]) # ============================ M = 37, I = 2 ============================ M = 37 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 5.739142E+00, 1.677924E+02, 4.707646E+02, 8.626346E+02, 1.326546E+03, 1.852742E+03, 2.434639E+03, 3.067412E+03, 3.747349E+03, 4.471530E+03, 5.237657E+03, 6.043962E+03, 6.889145E+03, 7.772320E+03, 8.692963E+03, 9.650864E+03, 1.064607E+04, 1.167887E+04, 1.274970E+04, 1.385918E+04, 1.500805E+04, 1.619712E+04, 1.742732E+04, 1.869965E+04, 2.001513E+04, 2.137488E+04, 2.278003E+04, 2.423176E+04, 2.573126E+04, 2.727978E+04, 2.887857E+04, 3.052890E+04, 3.223207E+04, 3.398939E+04, 3.580218E+04, 3.767179E+04, 3.959956E+04, 4.158685E+04, 4.363504E+04, 4.574551E+04, 4.791964E+04, 5.015885E+04, 5.246452E+04, 5.483809E+04, 5.728097E+04, 5.979460E+04, 6.238042E+04, 6.503988E+04, 6.777443E+04, 7.058555E+04, 7.347471E+04, 7.644339E+04, 7.949309E+04, 8.262532E+04, 8.584158E+04, 8.914340E+04, 9.253232E+04, 9.600988E+04, 9.957763E+04, 1.032371E+05, 1.069900E+05, 1.108378E+05, 1.147821E+05, 1.188246E+05, 1.229669E+05, 1.272106E+05, 1.315573E+05, 1.360088E+05, 1.405668E+05, 1.452328E+05, 1.500087E+05, 1.548962E+05, 1.598969E+05, 1.650127E+05, 1.702454E+05, 1.755966E+05, 1.810683E+05, 1.866622E+05, 1.923802E+05, 1.982241E+05, 2.041958E+05, 2.102972E+05, 2.165302E+05, 2.228966E+05, 2.293985E+05, 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3.880781E+06, 3.937425E+06, 3.994711E+06, 4.052644E+06, 4.111229E+06, 4.170472E+06, 4.230377E+06, 4.290951E+06, 4.352199E+06, 4.414126E+06, 4.476738E+06, 4.540040E+06, 4.604037E+06, 4.668736E+06, 4.734141E+06, 4.800259E+06, 4.867095E+06, 4.934654E+06, 5.002943E+06, 5.071967E+06, 5.141731E+06, 5.212242E+06, 5.283506E+06, 5.355528E+06, 5.428313E+06, 5.501869E+06, 5.576200E+06, 5.651313E+06, 5.727214E+06, 5.803908E+06, 5.881402E+06, 5.959702E+06, 6.038814E+06, 6.118743E+06, 6.199497E+06, 6.281081E+06, 6.363502E+06, 6.446765E+06, 6.530877E+06, 6.615844E+06, 6.701673E+06, 6.788370E+06, 6.875940E+06, 6.964392E+06, 7.053731E+06, 7.143963E+06, 7.235095E+06, 7.327134E+06, 7.420086E+06, 7.513957E+06, 7.608755E+06, 7.704486E+06, 7.801156E+06, 7.898772E+06, 7.997342E+06, 8.096872E+06, 8.197367E+06, 8.298837E+06, 8.401286E+06, 8.504723E+06, 8.609154E+06, 8.714585E+06, 8.821025E+06, 8.928479E+06, 9.036956E+06, 9.146462E+06, 9.257003E+06, 9.368588E+06, 9.481224E+06, 9.594917E+06, 9.709674E+06, 9.825504E+06, 9.942414E+06, 1.006041E+07, 1.017950E+07, 1.029969E+07, 1.042099E+07, 1.054341E+07, 1.066695E+07, 1.079162E+07, 1.091743E+07, 1.104438E+07, 1.117250E+07, 1.130177E+07, 1.143221E+07, 1.156383E+07, 1.169663E+07, 1.183062E+07, 1.196582E+07, 1.210222E+07, 1.223984E+07, 1.237868E+07, 1.251876E+07, 1.266007E+07, 1.280263E+07, 1.294645E+07, 1.309153E+07, 1.323788E+07, 1.338551E+07, 1.353443E+07, 1.368465E+07, 1.383617E+07, 1.398900E+07, 1.414316E+07, 1.429864E+07, 1.445546E+07, 1.461363E+07, 1.477315E+07, 1.493403E+07, 1.509629E+07, 1.525992E+07, 1.542494E+07, 1.559136E+07, 1.575919E+07, 1.592843E+07, 1.609909E+07, 1.627118E+07, 1.644472E+07, 1.661970E+07, 1.679614E+07, 1.697405E+07, 1.715343E+07, 1.733430E+07, 1.751666E+07, 1.770053E+07, 1.788590E+07, 1.807280E+07, 1.826122E+07, 1.845119E+07, 1.864270E+07, 1.883577E+07, 1.903040E+07, 1.922661E+07, 1.942441E+07, 1.962380E+07, 1.982479E+07, 2.002740E+07, 2.023163E+07, 2.043749E+07, 2.064499E+07, 2.085414E+07, 2.106495E+07, 2.127744E+07, 2.149160E+07, 2.170745E+07, 2.192500E+07, 2.214426E+07, 2.236524E+07, 2.258795E+07, 2.281240E+07, 2.303859E+07, 2.326654E+07, 2.349626E+07, 2.372776E+07, 2.396105E+07, 2.419613E+07, 2.443302E+07, 2.467174E+07, 2.491228E+07, 2.515466E+07, 2.539888E+07, 2.564497E+07, 2.589293E+07, 2.614277E+07, 2.639450E+07, 2.664813E+07, 2.690367E+07, 2.716113E+07, 2.742052E+07, 2.768186E+07, 2.794516E+07, 2.821041E+07, 2.847764E+07, 2.874686E+07, 2.901808E+07, 2.929130E+07, 2.956654E+07, 2.984381E+07, 3.012312E+07, 3.040448E+07, 3.068790E+07, 3.097339E+07, 3.126097E+07, 3.155065E+07, 3.184243E+07, 3.213633E+07, 3.243236E+07, 3.273052E+07, 3.303084E+07, 3.333332E+07, 3.363798E+07, 3.394482E+07, 3.425386E+07, 3.456510E+07, 3.487857E+07, 3.519427E+07, 3.551221E+07, 3.583240E+07, 3.615486E+07, 3.647960E+07, 3.680664E+07, 3.713597E+07, 3.746761E+07, 3.780158E+07, 3.813789E+07, 3.847655E+07, 3.881757E+07, 3.916096E+07, 3.950674E+07, 3.985491E+07, 4.020549E+07, 4.055850E+07, 4.091394E+07, 4.127183E+07, 4.163217E+07, 4.199499E+07, 4.236029E+07, 4.272808E+07, 4.309839E+07, 4.347121E+07, 4.384657E+07, 4.422447E+07, 4.460493E+07, 4.498797E+07, 4.537358E+07, 4.576180E+07, 4.615262E+07, 4.654606E+07, 4.694214E+07, 4.734087E+07, 4.774226E+07, 4.814632E+07, 4.855308E+07, 4.896253E+07, 4.937469E+07, 4.978958E+07, 5.020721E+07, 5.062759E+07, 5.105074E+07, 5.147666E+07, 5.190538E+07, 5.233691E+07, 5.277126E+07, 5.320844E+07, 5.364846E+07, 5.409134E+07, 5.453710E+07, 5.498575E+07, 5.543730E+07, 5.589176E+07, 5.634915E+07, 5.680948E+07, 5.727277E+07, 5.773903E+07, 5.820827E+07, 5.868051E+07, 5.915577E+07, 5.963404E+07, 6.011536E+07, 6.059974E+07, 6.108718E+07, 6.157770E+07, 6.207132E+07, 6.256806E+07, 6.306792E+07, 6.357092E+07, 6.407707E+07, 6.458639E+07, 6.509890E+07, 6.561460E+07, 6.613352E+07, 6.665566E+07, 6.718105E+07, 6.770969E+07, ]) # ============================ M = 38, I = 1 ============================ M = 38 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.963689E+00, 6.736587E+01, 1.867552E+02, 3.408688E+02, 5.231580E+02, 7.298226E+02, 9.582935E+02, 1.206685E+03, 1.473534E+03, 1.757668E+03, 2.058124E+03, 2.374105E+03, 2.704958E+03, 3.050165E+03, 3.409349E+03, 3.782269E+03, 4.168832E+03, 4.569097E+03, 4.983270E+03, 5.411709E+03, 5.854921E+03, 6.313548E+03, 6.788379E+03, 7.280320E+03, 7.790408E+03, 8.319793E+03, 8.869736E+03, 9.441602E+03, 1.003686E+04, 1.065708E+04, 1.130392E+04, 1.197913E+04, 1.268457E+04, 1.342219E+04, 1.419404E+04, 1.500224E+04, 1.584907E+04, 1.673685E+04, 1.766805E+04, 1.864525E+04, 1.967114E+04, 2.074854E+04, 2.188040E+04, 2.306979E+04, 2.431996E+04, 2.563427E+04, 2.701627E+04, 2.846965E+04, 2.999831E+04, 3.160629E+04, 3.329786E+04, 3.507746E+04, 3.694978E+04, 3.891969E+04, 4.099232E+04, 4.317304E+04, 4.546747E+04, 4.788149E+04, 5.042130E+04, 5.309333E+04, 5.590439E+04, 5.886155E+04, 6.197225E+04, 6.524427E+04, 6.868579E+04, 7.230534E+04, 7.611183E+04, 8.011466E+04, 8.432362E+04, 8.874898E+04, 9.340146E+04, 9.829237E+04, 1.034334E+05, 1.088369E+05, 1.145158E+05, 1.204835E+05, 1.267541E+05, 1.333425E+05, 1.402640E+05, 1.475348E+05, 1.551716E+05, 1.631923E+05, 1.716151E+05, 1.804594E+05, 1.897453E+05, 1.994939E+05, 2.097271E+05, 2.204679E+05, 2.317403E+05, 2.435694E+05, 2.559813E+05, 2.690033E+05, 2.826640E+05, 2.969931E+05, 3.120218E+05, 3.277823E+05, 3.443087E+05, 3.616362E+05, 3.798016E+05, 3.988435E+05, 4.188016E+05, 4.397181E+05, 4.616364E+05, 4.846019E+05, 5.086620E+05, 5.338660E+05, 5.602653E+05, 5.879138E+05, 6.168670E+05, 6.471835E+05, 6.789234E+05, 7.121501E+05, 7.469294E+05, 7.833296E+05, 8.214221E+05, 8.612809E+05, 9.029835E+05, 9.466101E+05, 9.922444E+05, 1.039973E+06, 1.089888E+06, 1.142081E+06, 1.196652E+06, 1.253703E+06, 1.313339E+06, 1.375670E+06, 1.440811E+06, 1.508882E+06, 1.580005E+06, 1.654310E+06, 1.731930E+06, 1.813004E+06, 1.897676E+06, 1.986097E+06, 2.078422E+06, 2.174813E+06, 2.275437E+06, 2.380469E+06, 2.490091E+06, 2.604490E+06, 2.723861E+06, 2.848406E+06, 2.978337E+06, 3.113870E+06, 3.255233E+06, 3.402660E+06, 3.556394E+06, 3.716688E+06, 3.883803E+06, 4.058014E+06, 4.239598E+06, 4.428850E+06, 4.626072E+06, 4.831577E+06, 5.045691E+06, 5.268752E+06, 5.501107E+06, 5.743119E+06, 5.995166E+06, 6.257629E+06, 6.530917E+06, 6.815444E+06, 7.111643E+06, 7.419959E+06, 7.740854E+06, 8.074809E+06, 8.422321E+06, 8.783900E+06, 9.160078E+06, 9.551407E+06, 9.958454E+06, 1.038181E+07, 1.082208E+07, 1.127989E+07, 1.175591E+07, 1.225079E+07, 1.276524E+07, 1.329999E+07, 1.385576E+07, 1.443335E+07, 1.503353E+07, 1.565715E+07, 1.630504E+07, 1.697808E+07, 1.767719E+07, 1.840331E+07, 1.915740E+07, 1.994048E+07, 2.075357E+07, 2.159775E+07, 2.247411E+07, 2.338381E+07, 2.432803E+07, 2.530798E+07, 2.632491E+07, 2.738012E+07, 2.847496E+07, 2.961082E+07, 3.078911E+07, 3.201130E+07, 3.327893E+07, 3.459356E+07, 3.595680E+07, 3.737034E+07, 3.883588E+07, 4.035522E+07, 4.193018E+07, 4.356266E+07, 4.525460E+07, 4.700801E+07, 4.882499E+07, 5.070765E+07, 5.265821E+07, 5.467893E+07, 5.677216E+07, 5.894032E+07, 6.118588E+07, 6.351143E+07, 6.591961E+07, 6.841312E+07, 7.099478E+07, 7.366750E+07, 7.643423E+07, 7.929806E+07, 8.226213E+07, 8.532970E+07, 8.850412E+07, 9.178888E+07, 9.518748E+07, 9.870360E+07, 1.023410E+08, 1.061036E+08, 1.099953E+08, 1.140203E+08, 1.181829E+08, 1.224872E+08, 1.269380E+08, 1.315396E+08, 1.362969E+08, 1.412148E+08, 1.462984E+08, 1.515526E+08, 1.569830E+08, 1.625948E+08, 1.683939E+08, 1.743859E+08, 1.805768E+08, 1.869727E+08, 1.935798E+08, 2.004048E+08, 2.074542E+08, 2.147347E+08, 2.222536E+08, 2.300179E+08, 2.380352E+08, 2.463129E+08, 2.548590E+08, 2.636816E+08, 2.727889E+08, 2.821894E+08, 2.918918E+08, 3.019051E+08, 3.122386E+08, 3.229017E+08, 3.339041E+08, 3.452558E+08, 3.569673E+08, 3.690488E+08, 3.815113E+08, 3.943659E+08, 4.076240E+08, 4.212973E+08, 4.353979E+08, 4.499380E+08, 4.649306E+08, 4.803883E+08, 4.963248E+08, 5.127536E+08, 5.296887E+08, 5.471449E+08, 5.651367E+08, 5.836795E+08, 6.027886E+08, 6.224803E+08, 6.427710E+08, 6.636774E+08, 6.852169E+08, 7.074071E+08, 7.302664E+08, 7.538133E+08, 7.780668E+08, 8.030466E+08, 8.287730E+08, 8.552664E+08, 8.825481E+08, 9.106398E+08, 9.395634E+08, 9.693421E+08, 9.999990E+08, 1.031558E+09, 1.064044E+09, 1.097482E+09, 1.131897E+09, 1.167317E+09, 1.203768E+09, 1.241277E+09, 1.279874E+09, 1.319588E+09, 1.360448E+09, 1.402484E+09, 1.445730E+09, 1.490215E+09, 1.535974E+09, 1.583039E+09, 1.631446E+09, 1.681230E+09, 1.732426E+09, 1.785072E+09, 1.839206E+09, 1.894867E+09, 1.952094E+09, 2.010929E+09, 2.071412E+09, 2.133587E+09, 2.197497E+09, 2.263187E+09, 2.330704E+09, 2.400092E+09, 2.471402E+09, 2.544681E+09, 2.619980E+09, 2.697350E+09, 2.776844E+09, 2.858518E+09, 2.942423E+09, 3.028618E+09, 3.117161E+09, 3.208109E+09, 3.301524E+09, 3.397467E+09, 3.496001E+09, 3.597192E+09, 3.701105E+09, 3.807808E+09, 3.917370E+09, 4.029861E+09, 4.145355E+09, 4.263925E+09, 4.385646E+09, 4.510596E+09, 4.638855E+09, 4.770503E+09, 4.905622E+09, 5.044298E+09, 5.186615E+09, 5.332664E+09, 5.482535E+09, 5.636319E+09, 5.794110E+09, 5.956006E+09, 6.122104E+09, 6.292508E+09, 6.467316E+09, 6.646638E+09, 6.830576E+09, 7.019245E+09, 7.212754E+09, 7.411221E+09, 7.614760E+09, 7.823491E+09, 8.037537E+09, 8.257023E+09, 8.482078E+09, 8.712829E+09, 8.949411E+09, 9.191960E+09, 9.440617E+09, 9.695519E+09, 9.956814E+09, 1.022465E+10, 1.049918E+10, 1.078055E+10, 1.106893E+10, 1.136447E+10, 1.166734E+10, 1.197770E+10, 1.229574E+10, 1.262161E+10, 1.295551E+10, 1.329761E+10, 1.364810E+10, 1.400716E+10, 1.437500E+10, 1.475181E+10, 1.513779E+10, 1.553314E+10, 1.593809E+10, 1.635284E+10, 1.677761E+10, 1.721263E+10, 1.765811E+10, 1.811431E+10, 1.858145E+10, 1.905977E+10, 1.954952E+10, 2.005096E+10, 2.056434E+10, 2.108992E+10, 2.162798E+10, 2.217878E+10, 2.274260E+10, 2.331973E+10, 2.391046E+10, 2.451507E+10, 2.513389E+10, 2.576720E+10, 2.641533E+10, 2.707859E+10, 2.775730E+10, 2.845182E+10, 2.916247E+10, 2.988959E+10, 3.063354E+10, 3.139469E+10, 3.217338E+10, 3.297001E+10, 3.378494E+10, 3.461857E+10, 3.547130E+10, 3.634352E+10, 3.723565E+10, 3.814810E+10, 3.908131E+10, 4.003572E+10, 4.101175E+10, 4.200987E+10, 4.303054E+10, 4.407421E+10, 4.514139E+10, 4.623255E+10, 4.734819E+10, 4.848882E+10, 4.965494E+10, 5.084709E+10, 5.206581E+10, 5.331165E+10, 5.458514E+10, 5.588687E+10, 5.721741E+10, 5.857734E+10, 5.996727E+10, 6.138782E+10, 6.283958E+10, 6.432321E+10, 6.583936E+10, 6.738865E+10, 6.897179E+10, 7.058944E+10, 7.224229E+10, 7.393108E+10, 7.565646E+10, 7.741924E+10, 7.922012E+10, 8.105989E+10, 8.293929E+10, 8.485912E+10, 8.682021E+10, 8.882334E+10, 9.086936E+10, 9.295910E+10, 9.509344E+10, 9.727327E+10, 9.949944E+10, 1.017729E+11, 1.040946E+11, 1.064653E+11, 1.088862E+11, 1.113582E+11, 1.138823E+11, 1.164594E+11, 1.190906E+11, 1.217770E+11, 1.245196E+11, 1.273196E+11, 1.301779E+11, 1.330958E+11, 1.360744E+11, 1.391148E+11, 1.422183E+11, 1.453859E+11, 1.486191E+11, 1.519189E+11, 1.552868E+11, 1.587239E+11, 1.622315E+11, 1.658112E+11, 1.694640E+11, 1.731915E+11, 1.769952E+11, 1.808762E+11, 1.848363E+11, ]) # ============================ M = 38, I = 2 ============================ M = 38 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.204473E+01, 2.755267E+02, 7.641567E+02, 1.394948E+03, 2.141085E+03, 2.987009E+03, 3.922200E+03, 4.938938E+03, 6.031238E+03, 7.194295E+03, 8.424168E+03, 9.717596E+03, 1.107191E+04, 1.248500E+04, 1.395534E+04, 1.548194E+04, 1.706447E+04, 1.870318E+04, 2.039895E+04, 2.215330E+04, 2.396833E+04, 2.584673E+04, 2.779177E+04, 2.980724E+04, 3.189742E+04, 3.406710E+04, 3.632151E+04, 3.866631E+04, 4.110759E+04, 4.365183E+04, 4.630594E+04, 4.907716E+04, 5.197322E+04, 5.500216E+04, 5.817247E+04, 6.149302E+04, 6.497313E+04, 6.862252E+04, 7.245142E+04, 7.647050E+04, 8.069093E+04, 8.512437E+04, 8.978312E+04, 9.467991E+04, 9.982819E+04, 1.052420E+05, 1.109359E+05, 1.169255E+05, 1.232266E+05, 1.298564E+05, 1.368325E+05, 1.441732E+05, 1.518982E+05, 1.600276E+05, 1.685828E+05, 1.775862E+05, 1.870611E+05, 1.970320E+05, 2.075246E+05, 2.185659E+05, 2.301840E+05, 2.424085E+05, 2.552703E+05, 2.688020E+05, 2.830374E+05, 2.980120E+05, 3.137633E+05, 3.303302E+05, 3.477537E+05, 3.660763E+05, 3.853432E+05, 4.056010E+05, 4.268988E+05, 4.492882E+05, 4.728228E+05, 4.975589E+05, 5.235553E+05, 5.508737E+05, 5.795783E+05, 6.097369E+05, 6.414194E+05, 6.746999E+05, 7.096551E+05, 7.463656E+05, 7.849158E+05, 8.253932E+05, 8.678898E+05, 9.125018E+05, 9.593294E+05, 1.008477E+06, 1.060055E+06, 1.114176E+06, 1.170961E+06, 1.230534E+06, 1.293024E+06, 1.358568E+06, 1.427307E+06, 1.499389E+06, 1.574968E+06, 1.654205E+06, 1.737268E+06, 1.824331E+06, 1.915577E+06, 2.011197E+06, 2.111388E+06, 2.216358E+06, 2.326321E+06, 2.441503E+06, 2.562138E+06, 2.688469E+06, 2.820750E+06, 2.959246E+06, 3.104232E+06, 3.255996E+06, 3.414837E+06, 3.581064E+06, 3.755003E+06, 3.936990E+06, 4.127376E+06, 4.326526E+06, 4.534820E+06, 4.752652E+06, 4.980435E+06, 5.218597E+06, 5.467579E+06, 5.727848E+06, 5.999882E+06, 6.284182E+06, 6.581266E+06, 6.891677E+06, 7.215974E+06, 7.554741E+06, 7.908583E+06, 8.278131E+06, 8.664039E+06, 9.066986E+06, 9.487676E+06, 9.926844E+06, 1.038525E+07, 1.086368E+07, 1.136296E+07, 1.188394E+07, 1.242751E+07, 1.299457E+07, 1.358608E+07, 1.420302E+07, 1.484643E+07, 1.551736E+07, 1.621691E+07, 1.694623E+07, 1.770650E+07, 1.849895E+07, 1.932485E+07, 2.018552E+07, 2.108234E+07, 2.201671E+07, 2.299010E+07, 2.400405E+07, 2.506014E+07, 2.615998E+07, 2.730527E+07, 2.849778E+07, 2.973931E+07, 3.103175E+07, 3.237704E+07, 3.377721E+07, 3.523434E+07, 3.675059E+07, 3.832819E+07, 3.996947E+07, 4.167682E+07, 4.345272E+07, 4.529972E+07, 4.722050E+07, 4.921779E+07, 5.129444E+07, 5.345337E+07, 5.569762E+07, 5.803035E+07, 6.045479E+07, 6.297432E+07, 6.559237E+07, 6.831256E+07, 7.113858E+07, 7.407429E+07, 7.712364E+07, 8.029069E+07, 8.357972E+07, 8.699506E+07, 9.054124E+07, 9.422293E+07, 9.804492E+07, 1.020122E+08, 1.061299E+08, 1.104034E+08, 1.148380E+08, 1.194395E+08, 1.242137E+08, 1.291666E+08, 1.343044E+08, 1.396335E+08, 1.451606E+08, 1.508926E+08, 1.568364E+08, 1.629992E+08, 1.693887E+08, 1.760126E+08, 1.828788E+08, 1.899956E+08, 1.973714E+08, 2.050152E+08, 2.129356E+08, 2.211423E+08, 2.296448E+08, 2.384528E+08, 2.475767E+08, 2.570270E+08, 2.668144E+08, 2.769503E+08, 2.874459E+08, 2.983132E+08, 3.095644E+08, 3.212122E+08, 3.332694E+08, 3.457494E+08, 3.586659E+08, 3.720331E+08, 3.858657E+08, 4.001785E+08, 4.149871E+08, 4.303074E+08, 4.461558E+08, 4.625492E+08, 4.795048E+08, 4.970406E+08, 5.151751E+08, 5.339271E+08, 5.533161E+08, 5.733622E+08, 5.940859E+08, 6.155087E+08, 6.376523E+08, 6.605390E+08, 6.841921E+08, 7.086354E+08, 7.338932E+08, 7.599906E+08, 7.869537E+08, 8.148090E+08, 8.435838E+08, 8.733061E+08, 9.040050E+08, 9.357100E+08, 9.684518E+08, 1.002262E+09, 1.037172E+09, 1.073216E+09, 1.110427E+09, 1.148842E+09, 1.188494E+09, 1.229422E+09, 1.271664E+09, 1.315259E+09, 1.360246E+09, 1.406666E+09, 1.454563E+09, 1.503980E+09, 1.554961E+09, 1.607551E+09, 1.661799E+09, 1.717752E+09, 1.775460E+09, 1.834973E+09, 1.896345E+09, 1.959629E+09, 2.024880E+09, 2.092153E+09, 2.161509E+09, 2.233005E+09, 2.306703E+09, 2.382667E+09, 2.460959E+09, 2.541647E+09, 2.624798E+09, 2.710481E+09, 2.798769E+09, 2.889733E+09, 2.983450E+09, 3.079995E+09, 3.179449E+09, 3.281892E+09, 3.387406E+09, 3.496079E+09, 3.607996E+09, 3.723247E+09, 3.841924E+09, 3.964121E+09, 4.089935E+09, 4.219465E+09, 4.352811E+09, 4.490078E+09, 4.631374E+09, 4.776806E+09, 4.926487E+09, 5.080530E+09, 5.239056E+09, 5.402182E+09, 5.570034E+09, 5.742737E+09, 5.920420E+09, 6.103217E+09, 6.291265E+09, 6.484700E+09, 6.683667E+09, 6.888311E+09, 7.098785E+09, 7.315238E+09, 7.537828E+09, 7.766718E+09, 8.002069E+09, 8.244055E+09, 8.492843E+09, 8.748612E+09, 9.011546E+09, 9.281825E+09, 9.559641E+09, 9.845188E+09, 1.013866E+10, 1.044028E+10, 1.075023E+10, 1.106873E+10, 1.139601E+10, 1.173229E+10, 1.207779E+10, 1.243274E+10, 1.279739E+10, 1.317199E+10, 1.355678E+10, 1.395200E+10, 1.435795E+10, 1.477487E+10, 1.520304E+10, 1.564275E+10, 1.609427E+10, 1.655791E+10, 1.703396E+10, 1.752272E+10, 1.802452E+10, 1.853967E+10, 1.906851E+10, 1.961136E+10, 2.016858E+10, 2.074050E+10, 2.132749E+10, 2.192992E+10, 2.254816E+10, 2.318259E+10, 2.383362E+10, 2.450162E+10, 2.518702E+10, 2.589023E+10, 2.661168E+10, 2.735181E+10, 2.811107E+10, 2.888990E+10, 2.968877E+10, 3.050817E+10, 3.134858E+10, 3.221049E+10, 3.309441E+10, 3.400087E+10, 3.493038E+10, 3.588350E+10, 3.686078E+10, 3.786278E+10, 3.889008E+10, 3.994327E+10, 4.102294E+10, 4.212972E+10, 4.326423E+10, 4.442713E+10, 4.561905E+10, 4.684066E+10, 4.809266E+10, 4.937573E+10, 5.069060E+10, 5.203798E+10, 5.341862E+10, 5.483328E+10, 5.628273E+10, 5.776775E+10, 5.928915E+10, 6.084777E+10, 6.244443E+10, 6.408001E+10, 6.575535E+10, 6.747136E+10, 6.922897E+10, 7.102908E+10, 7.287265E+10, 7.476064E+10, 7.669406E+10, 7.867389E+10, 8.070118E+10, 8.277699E+10, 8.490233E+10, 8.707838E+10, 8.930618E+10, 9.158690E+10, 9.392171E+10, 9.631174E+10, 9.875825E+10, 1.012625E+11, 1.038256E+11, 1.064490E+11, 1.091340E+11, 1.118817E+11, 1.146937E+11, 1.175714E+11, 1.205160E+11, 1.235291E+11, 1.266122E+11, 1.297666E+11, 1.329940E+11, 1.362959E+11, 1.396740E+11, 1.431297E+11, 1.466648E+11, 1.502809E+11, 1.539798E+11, 1.577632E+11, 1.616328E+11, 1.655906E+11, 1.696383E+11, 1.737779E+11, 1.780112E+11, 1.823402E+11, 1.867670E+11, 1.912934E+11, 1.959217E+11, 2.006539E+11, 2.054922E+11, 2.104388E+11, 2.154959E+11, 2.206657E+11, 2.259507E+11, 2.313531E+11, 2.368755E+11, 2.425201E+11, 2.482896E+11, 2.541865E+11, 2.602133E+11, 2.663727E+11, 2.726675E+11, 2.791002E+11, 2.856738E+11, 2.923911E+11, 2.992550E+11, 3.062683E+11, 3.134342E+11, 3.207557E+11, 3.282359E+11, 3.358780E+11, 3.436851E+11, 3.516606E+11, 3.598080E+11, 3.681304E+11, 3.766314E+11, 3.853147E+11, 3.941836E+11, 4.032420E+11, 4.124935E+11, 4.219420E+11, 4.315913E+11, 4.414453E+11, 4.515082E+11, 4.617838E+11, 4.722764E+11, 4.829902E+11, 4.939296E+11, 5.050988E+11, 5.165024E+11, 5.281448E+11, 5.400307E+11, 5.521648E+11, 5.645520E+11, 5.771968E+11, 5.901045E+11, 6.032800E+11, 6.167283E+11, 6.304549E+11, 6.444647E+11, 6.587637E+11, 6.733568E+11, 6.882497E+11, 7.034485E+11, 7.189586E+11, 7.347858E+11, 7.509365E+11, 7.674164E+11, 7.842318E+11, ]) # ============================ M = 38, I = 3 ============================ #M = 38 #I = 3 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 2.114267E+01, 4.891941E+02, 1.359005E+03, 2.482187E+03, 3.810911E+03, 5.317433E+03, # 6.983007E+03, 8.793869E+03, 1.073937E+04, 1.281100E+04, 1.500189E+04, 1.730652E+04, # 1.972067E+04, 2.224136E+04, 2.486690E+04, 2.759692E+04, 3.043232E+04, 3.337534E+04, # 3.642945E+04, 3.959935E+04, 4.289090E+04, 4.631105E+04, 4.986778E+04, 5.357006E+04, # 5.742776E+04, 6.145165E+04, 6.565336E+04, 7.004533E+04, 7.464078E+04, 7.945381E+04, # 8.449930E+04, 8.979288E+04, 9.535112E+04, 1.011914E+05, 1.073320E+05, 1.137921E+05, # 1.205918E+05, 1.277524E+05, 1.352961E+05, 1.432463E+05, 1.516274E+05, 1.604653E+05, # 1.697869E+05, 1.796207E+05, 1.899966E+05, 2.009459E+05, 2.125016E+05, 2.246984E+05, # 2.375726E+05, 2.511625E+05, 2.655085E+05, 2.806526E+05, 2.966394E+05, 3.135155E+05, # 3.313302E+05, 3.501348E+05, 3.699837E+05, 3.909338E+05, 4.130450E+05, 4.363800E+05, # 4.610053E+05, 4.869899E+05, 5.144068E+05, 5.433326E+05, 5.738477E+05, 6.060365E+05, # 6.399877E+05, 6.757943E+05, 7.135540E+05, 7.533691E+05, 7.953475E+05, 8.396016E+05, # 8.862501E+05, 9.354170E+05, 9.872326E+05, 1.041834E+06, 1.099362E+06, 1.159970E+06, # 1.223814E+06, 1.291058E+06, 1.361875E+06, 1.436448E+06, 1.514963E+06, 1.597622E+06, # 1.684631E+06, 1.776208E+06, 1.872582E+06, 1.973991E+06, 2.080685E+06, 2.192925E+06, # 2.310985E+06, 2.435151E+06, 2.565723E+06, 2.703013E+06, 2.847349E+06, 2.999073E+06, # 3.158544E+06, 3.326135E+06, 3.502238E+06, 3.687262E+06, 3.881632E+06, 4.085795E+06, # 4.300218E+06, 4.525386E+06, 4.761808E+06, 5.010015E+06, 5.270561E+06, 5.544023E+06, # 5.831005E+06, 6.132139E+06, 6.448077E+06, 6.779509E+06, 7.127149E+06, 7.491742E+06, # 7.874068E+06, 8.274934E+06, 8.695188E+06, 9.135714E+06, 9.597426E+06, 1.008128E+07, # 1.058828E+07, 1.111946E+07, 1.167591E+07, 1.225875E+07, 1.286916E+07, 1.350836E+07, # 1.417762E+07, 1.487827E+07, 1.561169E+07, 1.637931E+07, 1.718264E+07, 1.802322E+07, # 1.890268E+07, 1.982269E+07, 2.078502E+07, 2.179147E+07, 2.284394E+07, 2.394440E+07, # 2.509491E+07, 2.629758E+07, 2.755463E+07, 2.886836E+07, 3.024115E+07, 3.167549E+07, # 3.317396E+07, 3.473923E+07, 3.637408E+07, 3.808140E+07, 3.986421E+07, 4.172560E+07, # 4.366881E+07, 4.569720E+07, 4.781425E+07, 5.002358E+07, 5.232895E+07, 5.473423E+07, # 5.724346E+07, 5.986087E+07, 6.259076E+07, 6.543765E+07, 6.840621E+07, 7.150130E+07, # 7.472796E+07, 7.809134E+07, 8.159689E+07, 8.525018E+07, 8.905702E+07, 9.302344E+07, # 9.715561E+07, 1.014600E+08, 1.059434E+08, 1.106125E+08, 1.154747E+08, 1.205373E+08, # 1.258080E+08, 1.312948E+08, 1.370058E+08, 1.429498E+08, 1.491353E+08, 1.555717E+08, # 1.622683E+08, 1.692349E+08, 1.764817E+08, 1.840192E+08, 1.918581E+08, 2.000096E+08, # 2.084854E+08, 2.172974E+08, 2.264580E+08, 2.359800E+08, 2.458768E+08, 2.561618E+08, # 2.668494E+08, 2.779541E+08, 2.894910E+08, 3.014758E+08, 3.139247E+08, 3.268542E+08, # 3.402816E+08, 3.542247E+08, 3.687019E+08, 3.837322E+08, 3.993351E+08, 4.155309E+08, # 4.323406E+08, 4.497856E+08, 4.678883E+08, 4.866716E+08, 5.061593E+08, 5.263759E+08, # 5.473466E+08, 5.690976E+08, 5.916558E+08, 6.150488E+08, 6.393054E+08, 6.644552E+08, # 6.905285E+08, 7.175569E+08, 7.455728E+08, 7.746095E+08, 8.047015E+08, 8.358844E+08, # 8.681948E+08, 9.016707E+08, 9.363506E+08, 9.722748E+08, 1.009485E+09, 1.048023E+09, # 1.087934E+09, 1.129262E+09, 1.172054E+09, 1.216359E+09, 1.262225E+09, 1.309703E+09, # 1.358847E+09, 1.409710E+09, 1.462348E+09, 1.516818E+09, 1.573179E+09, 1.631492E+09, # 1.691820E+09, 1.754226E+09, 1.818778E+09, 1.885543E+09, 1.954593E+09, 2.025997E+09, # 2.099833E+09, 2.176176E+09, 2.255104E+09, 2.336699E+09, 2.421044E+09, 2.508225E+09, # 2.598330E+09, 2.691450E+09, 2.787677E+09, 2.887110E+09, 2.989844E+09, 3.095983E+09, # 3.205630E+09, 3.318893E+09, 3.435882E+09, 3.556711E+09, 3.681495E+09, 3.810355E+09, # 3.943413E+09, 4.080797E+09, 4.222636E+09, 4.369064E+09, 4.520218E+09, 4.676237E+09, # 4.837271E+09, 5.003464E+09, 5.174971E+09, 5.351948E+09, 5.534557E+09, 5.722964E+09, # 5.917339E+09, 6.117857E+09, 6.324694E+09, 6.538040E+09, 6.758080E+09, 6.985008E+09, # 7.219026E+09, 7.460336E+09, 7.709151E+09, 7.965683E+09, 8.230156E+09, 8.502798E+09, # 8.783835E+09, 9.073514E+09, 9.372076E+09, 9.679778E+09, 9.996872E+09, 1.032362E+10, # 1.066031E+10, 1.100720E+10, 1.136460E+10, 1.173278E+10, 1.211205E+10, 1.250272E+10, # 1.290510E+10, 1.331953E+10, 1.374632E+10, 1.418584E+10, 1.463841E+10, 1.510441E+10, # 1.558419E+10, 1.607815E+10, 1.658665E+10, 1.711010E+10, 1.764891E+10, 1.820349E+10, # 1.877426E+10, 1.936167E+10, 1.996616E+10, 2.058819E+10, 2.122823E+10, 2.188675E+10, # 2.256426E+10, 2.326126E+10, 2.397827E+10, 2.471582E+10, 2.547443E+10, 2.625469E+10, # 2.705716E+10, 2.788242E+10, 2.873105E+10, 2.960369E+10, 3.050095E+10, 3.142348E+10, # 3.237193E+10, 3.334698E+10, 3.434930E+10, 3.537963E+10, 3.643865E+10, 3.752712E+10, # 3.864580E+10, 3.979546E+10, 4.097687E+10, 4.219088E+10, 4.343828E+10, 4.471995E+10, # 4.603674E+10, 4.738953E+10, 4.877926E+10, 5.020682E+10, 5.167320E+10, 5.317935E+10, # 5.472628E+10, 5.631499E+10, 5.794654E+10, 5.962198E+10, 6.134241E+10, 6.310893E+10, # 6.492270E+10, 6.678488E+10, 6.869666E+10, 7.065925E+10, 7.267391E+10, 7.474191E+10, # 7.686454E+10, 7.904315E+10, 8.127909E+10, 8.357376E+10, 8.592858E+10, 8.834501E+10, # 9.082452E+10, 9.336865E+10, 9.597894E+10, 9.865699E+10, 1.014044E+11, 1.042228E+11, # 1.071140E+11, 1.100797E+11, 1.131215E+11, 1.162414E+11, 1.194412E+11, 1.227227E+11, # 1.260879E+11, 1.295388E+11, 1.330774E+11, 1.367056E+11, 1.404258E+11, 1.442398E+11, # 1.481501E+11, 1.521587E+11, 1.562681E+11, 1.604804E+11, 1.647981E+11, 1.692236E+11, # 1.737595E+11, 1.784082E+11, 1.831723E+11, 1.880545E+11, 1.930575E+11, 1.981840E+11, # 2.034369E+11, 2.088190E+11, 2.143331E+11, 2.199825E+11, 2.257700E+11, 2.316989E+11, # 2.377723E+11, 2.439934E+11, 2.503655E+11, 2.568921E+11, 2.635765E+11, 2.704224E+11, # 2.774333E+11, 2.846129E+11, 2.919649E+11, 2.994930E+11, 3.072014E+11, 3.150938E+11, # 3.231745E+11, 3.314473E+11, 3.399166E+11, 3.485869E+11, 3.574623E+11, 3.665474E+11, # 3.758468E+11, 3.853650E+11, 3.951070E+11, 4.050774E+11, 4.152814E+11, 4.257237E+11, # 4.364097E+11, 4.473446E+11, 4.585337E+11, 4.699825E+11, 4.816965E+11, 4.936812E+11, # 5.059430E+11, 5.184869E+11, 5.313196E+11, 5.444469E+11, 5.578752E+11, 5.716107E+11, # 5.856598E+11, 6.000295E+11, 6.147262E+11, 6.297569E+11, 6.451285E+11, 6.608482E+11, # 6.769232E+11, 6.933610E+11, 7.101692E+11, 7.273552E+11, 7.449272E+11, 7.628930E+11, # 7.812608E+11, 8.000387E+11, 8.192353E+11, 8.388593E+11, 8.589193E+11, 8.794245E+11, # 9.003836E+11, 9.218060E+11, 9.437014E+11, 9.660792E+11, 9.889492E+11, 1.012321E+12, # 1.036206E+12, 1.060613E+12, 1.085554E+12, 1.111039E+12, 1.137078E+12, 1.163684E+12, # 1.190867E+12, 1.218639E+12, 1.247012E+12, 1.275998E+12, 1.305609E+12, 1.335857E+12, # 1.366755E+12, 1.398316E+12, 1.430553E+12, 1.463479E+12, 1.497108E+12, 1.531454E+12, # 1.566531E+12, 1.602353E+12, 1.638935E+12, 1.676291E+12, 1.714437E+12, 1.753389E+12, # 1.793160E+12, 1.833769E+12, 1.875231E+12, 1.917562E+12, 1.960780E+12, 2.004901E+12, # 2.049943E+12, 2.095923E+12, 2.142860E+12, 2.190772E+12, 2.239677E+12, 2.289595E+12, # 2.340545E+12, 2.392546E+12, 2.445619E+12, #]) # ============================ M = 39, I = 1 ============================ M = 39 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.441130E+01, 3.235283E+02, 8.984785E+02, 1.640815E+03, 2.519098E+03, 3.516040E+03, 4.622384E+03, 5.834648E+03, 7.153276E+03, 8.581086E+03, 1.012212E+04, 1.178096E+04, 1.356235E+04, 1.547098E+04, 1.751151E+04, 1.968852E+04, 2.200662E+04, 2.447049E+04, 2.708504E+04, 2.985539E+04, 3.278708E+04, 3.588607E+04, 3.915884E+04, 4.261247E+04, 4.625465E+04, 5.009380E+04, 5.413906E+04, 5.840034E+04, 6.288836E+04, 6.761466E+04, 7.259164E+04, 7.783262E+04, 8.335181E+04, 8.916436E+04, 9.528638E+04, 1.017350E+05, 1.085284E+05, 1.156856E+05, 1.232272E+05, 1.311744E+05, 1.395500E+05, 1.483776E+05, 1.576826E+05, 1.674913E+05, 1.778316E+05, 1.887327E+05, 2.002254E+05, 2.123422E+05, 2.251168E+05, 2.385852E+05, 2.527848E+05, 2.677551E+05, 2.835372E+05, 3.001748E+05, 3.177134E+05, 3.362007E+05, 3.556871E+05, 3.762249E+05, 3.978696E+05, 4.206792E+05, 4.447142E+05, 4.700384E+05, 4.967184E+05, 5.248246E+05, 5.544300E+05, 5.856118E+05, 6.184503E+05, 6.530302E+05, 6.894398E+05, 7.277718E+05, 7.681233E+05, 8.105959E+05, 8.552960E+05, 9.023352E+05, 9.518298E+05, 1.003902E+06, 1.058680E+06, 1.116298E+06, 1.176894E+06, 1.240615E+06, 1.307616E+06, 1.378054E+06, 1.452099E+06, 1.529924E+06, 1.611715E+06, 1.697660E+06, 1.787960E+06, 1.882824E+06, 1.982471E+06, 2.087128E+06, 2.197034E+06, 2.312437E+06, 2.433598E+06, 2.560787E+06, 2.694287E+06, 2.834395E+06, 2.981419E+06, 3.135681E+06, 3.297516E+06, 3.467276E+06, 3.645326E+06, 3.832048E+06, 4.027840E+06, 4.233115E+06, 4.448308E+06, 4.673869E+06, 4.910266E+06, 5.157993E+06, 5.417556E+06, 5.689491E+06, 5.974349E+06, 6.272709E+06, 6.585171E+06, 6.912363E+06, 7.254935E+06, 7.613568E+06, 7.988968E+06, 8.381869E+06, 8.793039E+06, 9.223274E+06, 9.673404E+06, 1.014429E+07, 1.063683E+07, 1.115196E+07, 1.169064E+07, 1.225390E+07, 1.284277E+07, 1.345835E+07, 1.410177E+07, 1.477422E+07, 1.547691E+07, 1.621112E+07, 1.697818E+07, 1.777946E+07, 1.861638E+07, 1.949044E+07, 2.040317E+07, 2.135616E+07, 2.235109E+07, 2.338967E+07, 2.447370E+07, 2.560503E+07, 2.678560E+07, 2.801740E+07, 2.930251E+07, 3.064308E+07, 3.204136E+07, 3.349965E+07, 3.502035E+07, 3.660599E+07, 3.825912E+07, 3.998243E+07, 4.177870E+07, 4.365082E+07, 4.560178E+07, 4.763465E+07, 4.975264E+07, 5.195911E+07, 5.425747E+07, 5.665129E+07, 5.914429E+07, 6.174025E+07, 6.444319E+07, 6.725716E+07, 7.018647E+07, 7.323546E+07, 7.640872E+07, 7.971097E+07, 8.314707E+07, 8.672208E+07, 9.044122E+07, 9.430991E+07, 9.833376E+07, 1.025185E+08, 1.068702E+08, 1.113950E+08, 1.160993E+08, 1.209897E+08, 1.260732E+08, 1.313567E+08, 1.368476E+08, 1.425535E+08, 1.484821E+08, 1.546416E+08, 1.610404E+08, 1.676870E+08, 1.745904E+08, 1.817598E+08, 1.892048E+08, 1.969350E+08, 2.049609E+08, 2.132927E+08, 2.219414E+08, 2.309181E+08, 2.402345E+08, 2.499023E+08, 2.599341E+08, 2.703424E+08, 2.811403E+08, 2.923415E+08, 3.039598E+08, 3.160099E+08, 3.285064E+08, 3.414648E+08, 3.549009E+08, 3.688310E+08, 3.832720E+08, 3.982413E+08, 4.137567E+08, 4.298369E+08, 4.465008E+08, 4.637681E+08, 4.816591E+08, 5.001946E+08, 5.193963E+08, 5.392861E+08, 5.598872E+08, 5.812229E+08, 6.033178E+08, 6.261966E+08, 6.498853E+08, 6.744104E+08, 6.997992E+08, 7.260801E+08, 7.532821E+08, 7.814349E+08, 8.105694E+08, 8.407173E+08, 8.719115E+08, 9.041853E+08, 9.375733E+08, 9.721116E+08, 1.007836E+09, 1.044786E+09, 1.082998E+09, 1.122514E+09, 1.163375E+09, 1.205622E+09, 1.249300E+09, 1.294453E+09, 1.341128E+09, 1.389371E+09, 1.439233E+09, 1.490762E+09, 1.544011E+09, 1.599032E+09, 1.655881E+09, 1.714614E+09, 1.775287E+09, 1.837962E+09, 1.902698E+09, 1.969558E+09, 2.038608E+09, 2.109914E+09, 2.183542E+09, 2.259564E+09, 2.338052E+09, 2.419079E+09, 2.502722E+09, 2.589058E+09, 2.678169E+09, 2.770136E+09, 2.865044E+09, 2.962980E+09, 3.064034E+09, 3.168297E+09, 3.275863E+09, 3.386830E+09, 3.501296E+09, 3.619364E+09, 3.741140E+09, 3.866729E+09, 3.996242E+09, 4.129794E+09, 4.267501E+09, 4.409482E+09, 4.555859E+09, 4.706759E+09, 4.862310E+09, 5.022647E+09, 5.187903E+09, 5.358218E+09, 5.533738E+09, 5.714608E+09, 5.900977E+09, 6.093003E+09, 6.290843E+09, 6.494661E+09, 6.704620E+09, 6.920895E+09, 7.143662E+09, 7.373097E+09, 7.609388E+09, 7.852725E+09, 8.103298E+09, 8.361310E+09, 8.626961E+09, 8.900465E+09, 9.182033E+09, 9.471883E+09, 9.770245E+09, 1.007735E+10, 1.039343E+10, 1.071873E+10, 1.105349E+10, 1.139798E+10, 1.175245E+10, 1.211718E+10, 1.249242E+10, 1.287848E+10, 1.327562E+10, 1.368416E+10, 1.410437E+10, 1.453659E+10, 1.498112E+10, 1.543829E+10, 1.590843E+10, 1.639188E+10, 1.688899E+10, 1.740010E+10, 1.792560E+10, 1.846585E+10, 1.902123E+10, 1.959214E+10, 2.017898E+10, 2.078215E+10, 2.140208E+10, 2.203920E+10, 2.269394E+10, 2.336677E+10, 2.405813E+10, 2.476850E+10, 2.549835E+10, 2.624820E+10, 2.701854E+10, 2.780989E+10, 2.862278E+10, 2.945774E+10, 3.031533E+10, 3.119613E+10, 3.210070E+10, 3.302964E+10, 3.398356E+10, 3.496307E+10, 3.596882E+10, 3.700144E+10, 3.806161E+10, 3.915000E+10, 4.026729E+10, 4.141422E+10, 4.259149E+10, ]) # ============================ M = 40, I = 1 ============================ M = 40 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 3.004900E+01, 5.404774E+02, 1.395108E+03, 2.506082E+03, 3.835919E+03, 5.351474E+03, 7.029945E+03, 8.855735E+03, 1.081751E+04, 1.290664E+04, 1.511646E+04, 1.744192E+04, 1.987944E+04, 2.242676E+04, 2.508287E+04, 2.784786E+04, 3.072288E+04, 3.371002E+04, 3.681226E+04, 4.003339E+04, 4.337794E+04, 4.685113E+04, 5.045884E+04, 5.420757E+04, 5.810439E+04, 6.215692E+04, 6.637333E+04, 7.076230E+04, 7.533301E+04, 8.009516E+04, 8.505890E+04, 9.023489E+04, 9.563428E+04, 1.012687E+05, 1.071503E+05, 1.132916E+05, 1.197059E+05, 1.264068E+05, 1.334085E+05, 1.407258E+05, 1.483740E+05, 1.563690E+05, 1.647273E+05, 1.734661E+05, 1.826031E+05, 1.921570E+05, 2.021467E+05, 2.125924E+05, 2.235145E+05, 2.349346E+05, 2.468748E+05, 2.593584E+05, 2.724092E+05, 2.860521E+05, 3.003129E+05, 3.152184E+05, 3.307964E+05, 3.470757E+05, 3.640863E+05, 3.818591E+05, 4.004264E+05, 4.198216E+05, 4.400793E+05, 4.612355E+05, 4.833274E+05, 5.063938E+05, 5.304746E+05, 5.556115E+05, 5.818476E+05, 6.092275E+05, 6.377975E+05, 6.676056E+05, 6.987017E+05, 7.311371E+05, 7.649653E+05, 8.002417E+05, 8.370235E+05, 8.753701E+05, 9.153429E+05, 9.570057E+05, 1.000424E+06, 1.045667E+06, 1.092804E+06, 1.141909E+06, 1.193058E+06, 1.246328E+06, 1.301800E+06, 1.359560E+06, 1.419692E+06, 1.482287E+06, 1.547438E+06, 1.615239E+06, 1.685791E+06, 1.759196E+06, 1.835560E+06, 1.914992E+06, 1.997604E+06, 2.083515E+06, 2.172845E+06, 2.265718E+06, 2.362263E+06, 2.462614E+06, 2.566907E+06, 2.675284E+06, 2.787893E+06, 2.904884E+06, 3.026413E+06, 3.152641E+06, 3.283735E+06, 3.419866E+06, 3.561210E+06, 3.707951E+06, 3.860277E+06, 4.018381E+06, 4.182465E+06, 4.352734E+06, 4.529402E+06, 4.712688E+06, 4.902818E+06, 5.100026E+06, 5.304552E+06, 5.516643E+06, 5.736555E+06, 5.964552E+06, 6.200902E+06, 6.445887E+06, 6.699793E+06, 6.962916E+06, 7.235561E+06, 7.518042E+06, 7.810681E+06, 8.113813E+06, 8.427778E+06, 8.752930E+06, 9.089631E+06, 9.438254E+06, 9.799183E+06, 1.017282E+07, 1.055955E+07, 1.095982E+07, 1.137404E+07, 1.180266E+07, 1.224613E+07, 1.270493E+07, 1.317952E+07, 1.367042E+07, 1.417812E+07, 1.470314E+07, 1.524603E+07, 1.580733E+07, 1.638762E+07, 1.698747E+07, 1.760749E+07, 1.824829E+07, 1.891050E+07, 1.959476E+07, 2.030176E+07, 2.103216E+07, 2.178669E+07, 2.256604E+07, 2.337098E+07, 2.420225E+07, 2.506064E+07, 2.594695E+07, 2.686200E+07, 2.780665E+07, 2.878175E+07, 2.978819E+07, 3.082689E+07, 3.189878E+07, 3.300483E+07, 3.414602E+07, 3.532335E+07, 3.653787E+07, 3.779064E+07, 3.908275E+07, 4.041532E+07, 4.178948E+07, 4.320643E+07, 4.466736E+07, 4.617351E+07, 4.772614E+07, 4.932655E+07, 5.097607E+07, 5.267607E+07, 5.442794E+07, 5.623310E+07, 5.809303E+07, 6.000923E+07, 6.198324E+07, 6.401663E+07, 6.611101E+07, 6.826805E+07, 7.048942E+07, 7.277688E+07, 7.513218E+07, 7.755716E+07, 8.005366E+07, 8.262360E+07, 8.526894E+07, 8.799165E+07, 9.079379E+07, 9.367745E+07, 9.664478E+07, 9.969795E+07, 1.028392E+08, 1.060709E+08, 1.093953E+08, 1.128148E+08, 1.163319E+08, 1.199491E+08, 1.236690E+08, 1.274942E+08, 1.314274E+08, 1.354714E+08, 1.396289E+08, 1.439028E+08, 1.482961E+08, 1.528118E+08, 1.574530E+08, 1.622227E+08, 1.671243E+08, 1.721609E+08, 1.773360E+08, 1.826530E+08, 1.881154E+08, 1.937268E+08, 1.994907E+08, 2.054111E+08, 2.114916E+08, 2.177363E+08, 2.241491E+08, 2.307340E+08, 2.374953E+08, 2.444371E+08, 2.515639E+08, 2.588801E+08, 2.663902E+08, 2.740988E+08, 2.820107E+08, 2.901307E+08, 2.984638E+08, 3.070148E+08, 3.157891E+08, 3.247918E+08, 3.340283E+08, 3.435041E+08, 3.532247E+08, 3.631959E+08, 3.734234E+08, 3.839132E+08, 3.946713E+08, 4.057040E+08, 4.170175E+08, 4.286183E+08, 4.405129E+08, 4.527080E+08, 4.652104E+08, 4.780272E+08, 4.911655E+08, 5.046324E+08, 5.184355E+08, 5.325822E+08, 5.470802E+08, 5.619374E+08, 5.771618E+08, 5.927616E+08, 6.087451E+08, 6.251208E+08, 6.418972E+08, 6.590834E+08, 6.766882E+08, 6.947209E+08, 7.131907E+08, 7.321073E+08, 7.514802E+08, 7.713196E+08, 7.916353E+08, 8.124378E+08, 8.337375E+08, 8.555451E+08, 8.778715E+08, 9.007278E+08, 9.241253E+08, 9.480754E+08, 9.725901E+08, 9.976811E+08, 1.023361E+09, 1.049641E+09, 1.076536E+09, 1.104057E+09, 1.132217E+09, 1.161031E+09, 1.190511E+09, 1.220672E+09, 1.251527E+09, 1.283091E+09, 1.315379E+09, 1.348405E+09, 1.382186E+09, 1.416735E+09, 1.452069E+09, 1.488205E+09, 1.525157E+09, 1.562944E+09, 1.601581E+09, 1.641086E+09, 1.681477E+09, 1.722771E+09, 1.764986E+09, 1.808142E+09, 1.852256E+09, 1.897349E+09, 1.943438E+09, 1.990545E+09, 2.038690E+09, 2.087892E+09, 2.138173E+09, 2.189554E+09, 2.242057E+09, 2.295703E+09, 2.350516E+09, 2.406517E+09, 2.463730E+09, 2.522179E+09, 2.581888E+09, 2.642880E+09, 2.705181E+09, 2.768815E+09, 2.833810E+09, 2.900190E+09, 2.967982E+09, 3.037213E+09, 3.107910E+09, 3.180103E+09, 3.253818E+09, 3.329084E+09, 3.405932E+09, 3.484391E+09, 3.564490E+09, 3.646262E+09, 3.729737E+09, 3.814947E+09, 3.901925E+09, 3.990703E+09, 4.081315E+09, 4.173795E+09, 4.268177E+09, 4.364498E+09, 4.462791E+09, 4.563094E+09, 4.665444E+09, 4.769878E+09, 4.876434E+09, 4.985151E+09, 5.096068E+09, 5.209225E+09, 5.324663E+09, 5.442423E+09, 5.562547E+09, 5.685077E+09, 5.810058E+09, 5.937532E+09, 6.067544E+09, 6.200141E+09, 6.335367E+09, 6.473270E+09, 6.613898E+09, 6.757298E+09, 6.903520E+09, 7.052613E+09, 7.204628E+09, 7.359617E+09, 7.517632E+09, 7.678725E+09, 7.842951E+09, 8.010364E+09, 8.181020E+09, 8.354976E+09, 8.532287E+09, 8.713013E+09, 8.897212E+09, 9.084945E+09, 9.276272E+09, 9.471255E+09, 9.669957E+09, 9.872441E+09, 1.007877E+10, 1.028902E+10, 1.050324E+10, 1.072151E+10, 1.094389E+10, 1.117046E+10, 1.140128E+10, 1.163644E+10, 1.187599E+10, 1.212001E+10, 1.236859E+10, 1.262179E+10, 1.287969E+10, 1.314237E+10, 1.340991E+10, 1.368239E+10, 1.395990E+10, 1.424251E+10, 1.453031E+10, 1.482338E+10, 1.512182E+10, 1.542571E+10, 1.573514E+10, 1.605019E+10, 1.637097E+10, 1.669757E+10, 1.703007E+10, 1.736858E+10, 1.771319E+10, 1.806400E+10, 1.842112E+10, 1.878464E+10, 1.915466E+10, 1.953130E+10, 1.991465E+10, 2.030483E+10, 2.070194E+10, 2.110609E+10, 2.151740E+10, 2.193598E+10, 2.236194E+10, 2.279540E+10, 2.323649E+10, 2.368531E+10, 2.414200E+10, 2.460667E+10, 2.507945E+10, 2.556047E+10, 2.604986E+10, 2.654774E+10, 2.705425E+10, 2.756952E+10, 2.809370E+10, 2.862691E+10, 2.916930E+10, 2.972101E+10, 3.028218E+10, 3.085295E+10, 3.143349E+10, 3.202392E+10, 3.262442E+10, 3.323512E+10, 3.385619E+10, 3.448778E+10, 3.513006E+10, 3.578318E+10, 3.644732E+10, 3.712262E+10, 3.780928E+10, 3.850744E+10, 3.921730E+10, 3.993903E+10, 4.067279E+10, 4.141878E+10, 4.217717E+10, 4.294815E+10, 4.373191E+10, 4.452864E+10, 4.533853E+10, 4.616177E+10, 4.699857E+10, 4.784912E+10, 4.871362E+10, 4.959228E+10, 5.048531E+10, 5.139292E+10, 5.231533E+10, 5.325274E+10, 5.420538E+10, 5.517347E+10, 5.615724E+10, 5.715690E+10, 5.817270E+10, 5.920486E+10, 6.025363E+10, 6.131924E+10, 6.240194E+10, 6.350196E+10, 6.461956E+10, 6.575499E+10, 6.690851E+10, 6.808037E+10, 6.927084E+10, 7.048018E+10, 7.170866E+10, 7.295655E+10, 7.422412E+10, 7.551166E+10, 7.681944E+10, 7.814776E+10, 7.949689E+10, 8.086714E+10, 8.225879E+10, 8.367216E+10, ]) # ============================ M = 40, I = 2 ============================ M = 40 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 3.014608E+01, 5.425089E+02, 1.400392E+03, 2.515599E+03, 3.850504E+03, 5.371838E+03, 7.056709E+03, 8.889462E+03, 1.085873E+04, 1.295583E+04, 1.517410E+04, 1.750849E+04, 1.995540E+04, 2.251260E+04, 2.517908E+04, 2.795495E+04, 3.084138E+04, 3.384051E+04, 3.695533E+04, 4.018965E+04, 4.354804E+04, 4.703576E+04, 5.065872E+04, 5.442344E+04, 5.833704E+04, 6.240719E+04, 6.664209E+04, 7.105046E+04, 7.564153E+04, 8.042504E+04, 8.541120E+04, 9.061072E+04, 9.603480E+04, 1.016951E+05, 1.076039E+05, 1.137738E+05, 1.202181E+05, 1.269504E+05, 1.339851E+05, 1.413369E+05, 1.490214E+05, 1.570545E+05, 1.654527E+05, 1.742334E+05, 1.834144E+05, 1.930143E+05, 2.030524E+05, 2.135487E+05, 2.245240E+05, 2.359997E+05, 2.479984E+05, 2.605431E+05, 2.736580E+05, 2.873680E+05, 3.016992E+05, 3.166784E+05, 3.323335E+05, 3.486937E+05, 3.657888E+05, 3.836501E+05, 4.023101E+05, 4.218022E+05, 4.421614E+05, 4.634237E+05, 4.856267E+05, 5.088091E+05, 5.330114E+05, 5.582752E+05, 5.846439E+05, 6.121625E+05, 6.408774E+05, 6.708369E+05, 7.020911E+05, 7.346917E+05, 7.686925E+05, 8.041490E+05, 8.411189E+05, 8.796618E+05, 9.198396E+05, 9.617162E+05, 1.005358E+06, 1.050833E+06, 1.098213E+06, 1.147572E+06, 1.198984E+06, 1.252530E+06, 1.308289E+06, 1.366348E+06, 1.426792E+06, 1.489712E+06, 1.555201E+06, 1.623355E+06, 1.694275E+06, 1.768062E+06, 1.844824E+06, 1.924670E+06, 2.007715E+06, 2.094075E+06, 2.183873E+06, 2.277232E+06, 2.374284E+06, 2.475162E+06, 2.580003E+06, 2.688950E+06, 2.802152E+06, 2.919759E+06, 3.041929E+06, 3.168823E+06, 3.300609E+06, 3.437459E+06, 3.579551E+06, 3.727068E+06, 3.880201E+06, 4.039143E+06, 4.204097E+06, 4.375270E+06, 4.552876E+06, 4.737137E+06, 4.928278E+06, 5.126536E+06, 5.332151E+06, 5.545373E+06, 5.766458E+06, 5.995671E+06, 6.233284E+06, 6.479578E+06, 6.734841E+06, 6.999372E+06, 7.273476E+06, 7.557470E+06, 7.851679E+06, 8.156436E+06, 8.472086E+06, 8.798983E+06, 9.137493E+06, 9.487990E+06, 9.850861E+06, 1.022650E+07, 1.061532E+07, 1.101774E+07, 1.143420E+07, 1.186513E+07, 1.231100E+07, 1.277227E+07, 1.324943E+07, 1.374297E+07, 1.425342E+07, 1.478128E+07, 1.532711E+07, 1.589145E+07, 1.647488E+07, 1.707798E+07, 1.770136E+07, 1.834564E+07, 1.901144E+07, 1.969942E+07, 2.041026E+07, 2.114463E+07, 2.190325E+07, 2.268685E+07, 2.349616E+07, 2.433196E+07, 2.519502E+07, 2.608616E+07, 2.700621E+07, 2.795600E+07, 2.893642E+07, 2.994835E+07, 3.099272E+07, 3.207047E+07, 3.318256E+07, 3.432998E+07, 3.551375E+07, 3.673491E+07, 3.799454E+07, 3.929372E+07, 4.063358E+07, 4.201527E+07, 4.343998E+07, 4.490892E+07, 4.642332E+07, 4.798447E+07, 4.959366E+07, 5.125224E+07, 5.296157E+07, 5.472306E+07, 5.653814E+07, 5.840829E+07, 6.033503E+07, 6.231989E+07, 6.436446E+07, 6.647037E+07, 6.863928E+07, 7.087289E+07, 7.317294E+07, 7.554122E+07, 7.797956E+07, 8.048983E+07, 8.307394E+07, 8.573387E+07, 8.847160E+07, 9.128921E+07, 9.418879E+07, 9.717250E+07, 1.002425E+08, 1.034012E+08, 1.066507E+08, 1.099934E+08, 1.134319E+08, 1.169685E+08, 1.206057E+08, 1.243462E+08, 1.281926E+08, 1.321476E+08, 1.362139E+08, 1.403944E+08, 1.446921E+08, 1.491097E+08, 1.536505E+08, 1.583174E+08, 1.631136E+08, 1.680423E+08, 1.731069E+08, 1.783108E+08, 1.836573E+08, 1.891500E+08, 1.947925E+08, 2.005885E+08, 2.065418E+08, 2.126561E+08, 2.189355E+08, 2.253839E+08, 2.320055E+08, 2.388044E+08, 2.457849E+08, 2.529514E+08, 2.603083E+08, 2.678602E+08, 2.756118E+08, 2.835677E+08, 2.917330E+08, 3.001124E+08, 3.087112E+08, 3.175344E+08, 3.265873E+08, 3.358753E+08, 3.454040E+08, 3.551788E+08, 3.652057E+08, 3.754903E+08, 3.860387E+08, 3.968569E+08, 4.079512E+08, 4.193279E+08, 4.309935E+08, 4.429546E+08, 4.552179E+08, 4.677902E+08, 4.806787E+08, 4.938905E+08, 5.074327E+08, 5.213130E+08, 5.355389E+08, 5.501181E+08, 5.650585E+08, 5.803681E+08, 5.960553E+08, 6.121283E+08, 6.285957E+08, 6.454662E+08, 6.627487E+08, 6.804522E+08, 6.985859E+08, 7.171593E+08, 7.361820E+08, 7.556636E+08, 7.756142E+08, 7.960440E+08, 8.169632E+08, 8.383825E+08, 8.603125E+08, 8.827642E+08, 9.057489E+08, 9.292778E+08, 9.533625E+08, 9.780148E+08, 1.003247E+09, 1.029071E+09, 1.055499E+09, 1.082545E+09, 1.110220E+09, 1.138539E+09, 1.167515E+09, 1.197161E+09, 1.227491E+09, 1.258520E+09, 1.290262E+09, 1.322732E+09, 1.355944E+09, 1.389914E+09, 1.424658E+09, 1.460191E+09, 1.496530E+09, 1.533691E+09, 1.571690E+09, 1.610545E+09, 1.650273E+09, 1.690891E+09, 1.732418E+09, 1.774872E+09, 1.818271E+09, 1.862634E+09, 1.907980E+09, 1.954330E+09, 2.001703E+09, 2.050119E+09, 2.099599E+09, 2.150164E+09, 2.201835E+09, 2.254634E+09, 2.308583E+09, 2.363705E+09, 2.420023E+09, 2.477559E+09, 2.536338E+09, 2.596384E+09, 2.657720E+09, 2.720373E+09, 2.784368E+09, 2.849729E+09, 2.916484E+09, 2.984660E+09, 3.054282E+09, 3.125380E+09, 3.197980E+09, 3.272112E+09, 3.347805E+09, 3.425087E+09, 3.503990E+09, 3.584542E+09, 3.666777E+09, 3.750724E+09, 3.836417E+09, 3.923887E+09, 4.013167E+09, 4.104292E+09, 4.197296E+09, 4.292213E+09, 4.389079E+09, 4.487929E+09, 4.588801E+09, 4.691730E+09, 4.796756E+09, 4.903916E+09, 5.013249E+09, 5.124794E+09, 5.238593E+09, 5.354686E+09, 5.473113E+09, 5.593918E+09, 5.717144E+09, 5.842833E+09, 5.971030E+09, 6.101780E+09, 6.235129E+09, 6.371123E+09, 6.509808E+09, 6.651234E+09, 6.795448E+09, 6.942500E+09, 7.092439E+09, 7.245318E+09, 7.401186E+09, 7.560098E+09, 7.722107E+09, 7.887265E+09, 8.055629E+09, 8.227255E+09, 8.402198E+09, 8.580517E+09, 8.762270E+09, 8.947516E+09, 9.136316E+09, 9.328730E+09, 9.524821E+09, 9.724652E+09, 9.928287E+09, 1.013579E+10, 1.034723E+10, 1.056267E+10, 1.078218E+10, 1.100583E+10, 1.123369E+10, 1.146582E+10, 1.170231E+10, 1.194323E+10, 1.218864E+10, 1.243863E+10, 1.269327E+10, 1.295264E+10, 1.321682E+10, 1.348588E+10, 1.375992E+10, 1.403900E+10, 1.432322E+10, 1.461266E+10, 1.490740E+10, 1.520754E+10, 1.551316E+10, 1.582435E+10, 1.614120E+10, 1.646381E+10, 1.679226E+10, 1.712666E+10, 1.746710E+10, 1.781367E+10, 1.816649E+10, 1.852564E+10, 1.889123E+10, 1.926336E+10, 1.964214E+10, 2.002768E+10, 2.042008E+10, 2.081946E+10, 2.122592E+10, 2.163957E+10, 2.206054E+10, 2.248893E+10, 2.292486E+10, 2.336846E+10, 2.381985E+10, 2.427914E+10, 2.474646E+10, 2.522194E+10, 2.570571E+10, 2.619789E+10, 2.669861E+10, 2.720801E+10, 2.772623E+10, 2.825340E+10, 2.878965E+10, 2.933514E+10, 2.989000E+10, 3.045437E+10, 3.102841E+10, 3.161226E+10, 3.220606E+10, 3.280999E+10, 3.342418E+10, 3.404880E+10, 3.468400E+10, 3.532995E+10, 3.598680E+10, 3.665473E+10, 3.733390E+10, 3.802447E+10, 3.872663E+10, 3.944055E+10, 4.016639E+10, 4.090435E+10, 4.165460E+10, 4.241733E+10, 4.319272E+10, 4.398097E+10, 4.478225E+10, 4.559677E+10, 4.642472E+10, 4.726630E+10, 4.812171E+10, 4.899116E+10, 4.987485E+10, 5.077299E+10, 5.168580E+10, 5.261348E+10, 5.355625E+10, 5.451434E+10, 5.548797E+10, 5.647737E+10, 5.748276E+10, 5.850437E+10, 5.954244E+10, 6.059721E+10, 6.166892E+10, 6.275781E+10, 6.386413E+10, 6.498814E+10, 6.613007E+10, 6.729019E+10, 6.846877E+10, 6.966605E+10, 7.088232E+10, 7.211783E+10, 7.337287E+10, 7.464770E+10, 7.594261E+10, 7.725789E+10, 7.859381E+10, 7.995068E+10, 8.132878E+10, 8.272841E+10, 8.414987E+10, ]) # ============================ M = 41, I = 1 ============================ M = 41 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.315148E+01, 4.188337E+02, 1.079820E+03, 1.938155E+03, 2.965718E+03, 4.137253E+03, 5.436115E+03, 6.853217E+03, 8.385537E+03, 1.003483E+04, 1.180643E+04, 1.370813E+04, 1.574939E+04, 1.794074E+04, 2.029339E+04, 2.281913E+04, 2.553020E+04, 2.843938E+04, 3.155996E+04, 3.490593E+04, 3.849199E+04, 4.233373E+04, 4.644764E+04, 5.085129E+04, 5.556339E+04, 6.060385E+04, 6.599395E+04, 7.175635E+04, 7.791521E+04, 8.449629E+04, 9.152703E+04, 9.903665E+04, 1.070562E+05, 1.156188E+05, 1.247596E+05, 1.345159E+05, 1.449272E+05, 1.560359E+05, 1.678863E+05, 1.805260E+05, 1.940049E+05, 2.083765E+05, 2.236968E+05, 2.400256E+05, 2.574261E+05, 2.759651E+05, 2.957132E+05, 3.167454E+05, 3.391407E+05, 3.629827E+05, 3.883600E+05, 4.153658E+05, 4.440992E+05, 4.746642E+05, 5.071712E+05, 5.417365E+05, 5.784829E+05, 6.175400E+05, 6.590448E+05, 7.031416E+05, 7.499827E+05, 7.997288E+05, 8.525491E+05, 9.086224E+05, 9.681369E+05, 1.031291E+06, 1.098294E+06, 1.169365E+06, 1.244737E+06, 1.324654E+06, 1.409374E+06, 1.499166E+06, 1.594316E+06, 1.695123E+06, 1.801903E+06, 1.914988E+06, 2.034727E+06, 2.161486E+06, 2.295651E+06, 2.437627E+06, 2.587841E+06, 2.746740E+06, 2.914794E+06, 3.092497E+06, 3.280367E+06, 3.478950E+06, 3.688816E+06, 3.910565E+06, 4.144827E+06, 4.392262E+06, 4.653564E+06, 4.929458E+06, 5.220707E+06, 5.528108E+06, 5.852501E+06, 6.194762E+06, 6.555810E+06, 6.936611E+06, 7.338171E+06, 7.761550E+06, 8.207853E+06, 8.678240E+06, 9.173924E+06, 9.696175E+06, 1.024632E+07, 1.082575E+07, 1.143593E+07, 1.207836E+07, 1.275465E+07, 1.346646E+07, 1.421552E+07, 1.500366E+07, 1.583278E+07, 1.670485E+07, 1.762196E+07, 1.858627E+07, 1.960005E+07, 2.066566E+07, 2.178556E+07, 2.296235E+07, 2.419870E+07, 2.549742E+07, 2.686144E+07, 2.829383E+07, 2.979776E+07, 3.137657E+07, 3.303372E+07, 3.477283E+07, 3.659768E+07, 3.851219E+07, 4.052046E+07, 4.262676E+07, 4.483554E+07, 4.715145E+07, 4.957930E+07, 5.212413E+07, 5.479117E+07, 5.758589E+07, 6.051396E+07, 6.358130E+07, 6.679405E+07, 7.015863E+07, 7.368170E+07, 7.737018E+07, 8.123130E+07, 8.527256E+07, 8.950176E+07, 9.392702E+07, 9.855678E+07, 1.033998E+08, 1.084652E+08, 1.137625E+08, 1.193014E+08, 1.250923E+08, 1.311458E+08, 1.374729E+08, 1.440852E+08, 1.509944E+08, 1.582130E+08, 1.657538E+08, 1.736302E+08, 1.818560E+08, 1.904456E+08, 1.994139E+08, 2.087764E+08, 2.185491E+08, 2.287488E+08, 2.393926E+08, 2.504985E+08, 2.620851E+08, 2.741717E+08, 2.867783E+08, 2.999256E+08, 3.136350E+08, 3.279289E+08, 3.428303E+08, 3.583632E+08, 3.745523E+08, 3.914232E+08, 4.090026E+08, 4.273181E+08, 4.463981E+08, 4.662723E+08, 4.869711E+08, 5.085263E+08, 5.309707E+08, 5.543382E+08, 5.786640E+08, 6.039844E+08, 6.303371E+08, 6.577610E+08, 6.862964E+08, 7.159850E+08, 7.468698E+08, 7.789955E+08, 8.124083E+08, 8.471557E+08, 8.832871E+08, 9.208535E+08, 9.599076E+08, 1.000504E+09, 1.042699E+09, 1.086550E+09, 1.132119E+09, 1.179466E+09, 1.228656E+09, 1.279757E+09, 1.332835E+09, 1.387962E+09, 1.445211E+09, 1.504657E+09, 1.566379E+09, 1.630457E+09, 1.696974E+09, 1.766015E+09, 1.837670E+09, 1.912030E+09, 1.989189E+09, 2.069244E+09, 2.152297E+09, 2.238450E+09, 2.327810E+09, 2.420489E+09, 2.516599E+09, 2.616258E+09, 2.719587E+09, 2.826711E+09, 2.937759E+09, 3.052864E+09, 3.172161E+09, 3.295793E+09, 3.423905E+09, 3.556646E+09, 3.694172E+09, 3.836641E+09, 3.984218E+09, 4.137071E+09, 4.295375E+09, 4.459309E+09, 4.629058E+09, 4.804812E+09, 4.986768E+09, 5.175128E+09, 5.370100E+09, 5.571897E+09, 5.780741E+09, 5.996859E+09, 6.220484E+09, 6.451857E+09, 6.691226E+09, 6.938845E+09, 7.194978E+09, 7.459895E+09, 7.733873E+09, 8.017199E+09, 8.310166E+09, 8.613078E+09, 8.926245E+09, 9.249989E+09, 9.584639E+09, 9.930534E+09, 1.028802E+10, 1.065746E+10, 1.103922E+10, 1.143368E+10, 1.184123E+10, 1.226227E+10, 1.269722E+10, 1.314648E+10, 1.361051E+10, 1.408975E+10, 1.458465E+10, 1.509570E+10, 1.562337E+10, 1.616816E+10, 1.673059E+10, 1.731119E+10, 1.791048E+10, 1.852904E+10, 1.916744E+10, 1.982624E+10, 2.050607E+10, 2.120754E+10, 2.193128E+10, 2.267794E+10, 2.344820E+10, 2.424274E+10, 2.506227E+10, 2.590752E+10, 2.677922E+10, 2.767814E+10, 2.860506E+10, 2.956079E+10, 3.054615E+10, 3.156200E+10, 3.260919E+10, 3.368863E+10, 3.480122E+10, 3.594791E+10, 3.712966E+10, 3.834746E+10, 3.960231E+10, 4.089526E+10, 4.222739E+10, 4.359977E+10, 4.501353E+10, 4.646982E+10, 4.796983E+10, 4.951475E+10, 5.110584E+10, 5.274435E+10, 5.443160E+10, 5.616892E+10, 5.795768E+10, 5.979928E+10, 6.169517E+10, 6.364681E+10, 6.565571E+10, 6.772344E+10, 6.985156E+10, 7.204171E+10, 7.429556E+10, 7.661481E+10, 7.900121E+10, 8.145655E+10, 8.398267E+10, 8.658144E+10, 8.925480E+10, 9.200471E+10, 9.483320E+10, 9.774232E+10, 1.007342E+11, 1.038110E+11, 1.069750E+11, 1.102284E+11, 1.135736E+11, 1.170128E+11, 1.205487E+11, 1.241837E+11, 1.279203E+11, 1.317611E+11, 1.357089E+11, 1.397663E+11, 1.439363E+11, 1.482216E+11, 1.526251E+11, 1.571500E+11, 1.617993E+11, 1.665761E+11, 1.714836E+11, 1.765253E+11, 1.817043E+11, 1.870242E+11, 1.924885E+11, 1.981008E+11, 2.038649E+11, 2.097844E+11, 2.158632E+11, 2.221054E+11, 2.285149E+11, 2.350959E+11, 2.418525E+11, 2.487892E+11, 2.559103E+11, 2.632204E+11, 2.707240E+11, 2.784260E+11, 2.863310E+11, 2.944441E+11, 3.027703E+11, 3.113147E+11, 3.200826E+11, 3.290794E+11, 3.383107E+11, 3.477819E+11, 3.574989E+11, 3.674676E+11, 3.776939E+11, 3.881840E+11, 3.989442E+11, 4.099807E+11, 4.213003E+11, 4.329096E+11, 4.448153E+11, 4.570245E+11, 4.695443E+11, 4.823819E+11, 4.955449E+11, 5.090407E+11, 5.228772E+11, 5.370622E+11, 5.516039E+11, 5.665105E+11, 5.817904E+11, 5.974522E+11, 6.135048E+11, 6.299571E+11, 6.468182E+11, 6.640976E+11, 6.818047E+11, 6.999494E+11, 7.185415E+11, 7.375913E+11, 7.571091E+11, 7.771055E+11, 7.975913E+11, 8.185775E+11, 8.400754E+11, 8.620965E+11, 8.846525E+11, 9.077553E+11, 9.314172E+11, 9.556506E+11, 9.804683E+11, 1.005883E+12, 1.031908E+12, 1.058558E+12, 1.085844E+12, 1.113783E+12, 1.142388E+12, 1.171673E+12, 1.201654E+12, 1.232346E+12, 1.263764E+12, 1.295924E+12, 1.328843E+12, 1.362536E+12, 1.397021E+12, 1.432315E+12, 1.468434E+12, 1.505398E+12, 1.543224E+12, 1.581930E+12, 1.621535E+12, 1.662060E+12, 1.703522E+12, 1.745943E+12, 1.789343E+12, 1.833742E+12, 1.879162E+12, 1.925624E+12, 1.973150E+12, 2.021763E+12, 2.071485E+12, 2.122341E+12, 2.174353E+12, 2.227546E+12, 2.281945E+12, 2.337574E+12, 2.394459E+12, 2.452628E+12, 2.512105E+12, 2.572918E+12, 2.635095E+12, 2.698664E+12, 2.763654E+12, 2.830093E+12, 2.898013E+12, 2.967442E+12, 3.038412E+12, 3.110954E+12, 3.185101E+12, 3.260885E+12, 3.338339E+12, 3.417498E+12, 3.498395E+12, 3.581066E+12, 3.665547E+12, 3.751874E+12, 3.840084E+12, 3.930216E+12, 4.022307E+12, 4.116396E+12, 4.212525E+12, 4.310733E+12, 4.411062E+12, 4.513554E+12, 4.618251E+12, 4.725199E+12, 4.834440E+12, 4.946021E+12, 5.059987E+12, 5.176385E+12, 5.295264E+12, 5.416672E+12, 5.540658E+12, 5.667272E+12, 5.796567E+12, 5.928594E+12, 6.063406E+12, 6.201058E+12, 6.341604E+12, 6.485100E+12, 6.631605E+12, 6.781174E+12, 6.933869E+12, 7.089748E+12, 7.248872E+12, 7.411305E+12, 7.577108E+12, 7.746348E+12, ]) # ============================ M = 41, I = 2 ============================ #M = 41 #I = 2 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 4.756503E+01, 8.636953E+02, 2.228139E+03, 4.000548E+03, 6.122352E+03, 8.541298E+03, # 1.122310E+04, 1.414912E+04, 1.731326E+04, 2.071932E+04, 2.437842E+04, 2.830685E+04, # 3.252426E+04, 3.705256E+04, 4.191510E+04, 4.713645E+04, 5.274217E+04, 5.875893E+04, # 6.521462E+04, 7.213853E+04, 7.956156E+04, 8.751641E+04, 9.603781E+04, 1.051627E+05, # 1.149304E+05, 1.253830E+05, 1.365651E+05, 1.485245E+05, 1.613121E+05, 1.749821E+05, # 1.895924E+05, 2.052045E+05, 2.218838E+05, 2.397001E+05, 2.587273E+05, 2.790443E+05, # 3.007345E+05, 3.238866E+05, 3.485948E+05, 3.749588E+05, 4.030846E+05, 4.330843E+05, # 4.650768E+05, 4.991880E+05, 5.355511E+05, 5.743074E+05, 6.156062E+05, 6.596055E+05, # 7.064725E+05, 7.563841E+05, 8.095273E+05, 8.660995E+05, 9.263098E+05, 9.903787E+05, # 1.058540E+06, 1.131038E+06, 1.208136E+06, 1.290106E+06, 1.377238E+06, 1.469838E+06, # 1.568230E+06, 1.672754E+06, 1.783767E+06, 1.901650E+06, 2.026801E+06, 2.159641E+06, # 2.300614E+06, 2.450186E+06, 2.608850E+06, 2.777125E+06, 2.955555E+06, 3.144717E+06, # 3.345214E+06, 3.557685E+06, 3.782798E+06, 4.021259E+06, 4.273809E+06, 4.541228E+06, # 4.824336E+06, 5.123995E+06, 5.441110E+06, 5.776634E+06, 6.131567E+06, 6.506960E+06, # 6.903915E+06, 7.323593E+06, 7.767209E+06, 8.236041E+06, 8.731430E+06, 9.254781E+06, # 9.807570E+06, 1.039135E+07, 1.100773E+07, 1.165843E+07, 1.234522E+07, 1.306998E+07, # 1.383467E+07, 1.464134E+07, 1.549215E+07, 1.638934E+07, 1.733529E+07, 1.833246E+07, # 1.938344E+07, 2.049094E+07, 2.165780E+07, 2.288699E+07, 2.418161E+07, 2.554491E+07, # 2.698029E+07, 2.849130E+07, 3.008166E+07, 3.175524E+07, 3.351612E+07, 3.536853E+07, # 3.731691E+07, 3.936589E+07, 4.152031E+07, 4.378522E+07, 4.616589E+07, 4.866785E+07, # 5.129684E+07, 5.405887E+07, 5.696020E+07, 6.000737E+07, 6.320721E+07, 6.656684E+07, # 7.009367E+07, 7.379544E+07, 7.768024E+07, 8.175648E+07, 8.603292E+07, 9.051872E+07, # 9.522340E+07, 1.001569E+08, 1.053295E+08, 1.107521E+08, 1.164358E+08, 1.223924E+08, # 1.286340E+08, 1.351733E+08, 1.420234E+08, 1.491981E+08, 1.567118E+08, 1.645791E+08, # 1.728157E+08, 1.814376E+08, 1.904615E+08, 1.999048E+08, 2.097857E+08, 2.201229E+08, # 2.309360E+08, 2.422454E+08, 2.540721E+08, 2.664381E+08, 2.793663E+08, 2.928804E+08, # 3.070049E+08, 3.217654E+08, 3.371886E+08, 3.533019E+08, 3.701341E+08, 3.877148E+08, # 4.060750E+08, 4.252466E+08, 4.452629E+08, 4.661584E+08, 4.879688E+08, 5.107314E+08, # 5.344846E+08, 5.592683E+08, 5.851240E+08, 6.120947E+08, 6.402248E+08, 6.695606E+08, # 7.001500E+08, 7.320424E+08, 7.652893E+08, 7.999441E+08, 8.360618E+08, 8.736998E+08, # 9.129171E+08, 9.537752E+08, 9.963377E+08, 1.040670E+09, 1.086841E+09, 1.134921E+09, # 1.184982E+09, 1.237101E+09, 1.291356E+09, 1.347827E+09, 1.406599E+09, 1.467758E+09, # 1.531394E+09, 1.597600E+09, 1.666471E+09, 1.738107E+09, 1.812611E+09, 1.890089E+09, # 1.970650E+09, 2.054408E+09, 2.141481E+09, 2.231989E+09, 2.326058E+09, 2.423818E+09, # 2.525402E+09, 2.630949E+09, 2.740601E+09, 2.854507E+09, 2.972819E+09, 3.095693E+09, # 3.223294E+09, 3.355789E+09, 3.493351E+09, 3.636159E+09, 3.784399E+09, 3.938261E+09, # 4.097943E+09, 4.263647E+09, 4.435584E+09, 4.613970E+09, 4.799028E+09, 4.990990E+09, # 5.190093E+09, 5.396582E+09, 5.610712E+09, 5.832741E+09, 6.062941E+09, 6.301588E+09, # 6.548970E+09, 6.805380E+09, 7.071124E+09, 7.346515E+09, 7.631877E+09, 7.927543E+09, # 8.233856E+09, 8.551171E+09, 8.879852E+09, 9.220276E+09, 9.572828E+09, 9.937910E+09, # 1.031593E+10, 1.070732E+10, 1.111250E+10, 1.153193E+10, 1.196607E+10, 1.241540E+10, # 1.288041E+10, 1.336159E+10, 1.385948E+10, 1.437461E+10, 1.490752E+10, 1.545879E+10, # 1.602900E+10, 1.661874E+10, 1.722864E+10, 1.785933E+10, 1.851147E+10, 1.918572E+10, # 1.988279E+10, 2.060338E+10, 2.134822E+10, 2.211807E+10, 2.291370E+10, 2.373591E+10, # 2.458552E+10, 2.546338E+10, 2.637033E+10, 2.730729E+10, 2.827515E+10, 2.927487E+10, # 3.030741E+10, 3.137376E+10, 3.247495E+10, 3.361202E+10, 3.478605E+10, 3.599816E+10, # 3.724947E+10, 3.854116E+10, 3.987444E+10, 4.125053E+10, 4.267070E+10, 4.413626E+10, # 4.564854E+10, 4.720891E+10, 4.881880E+10, 5.047964E+10, 5.219292E+10, 5.396017E+10, # 5.578296E+10, 5.766289E+10, 5.960162E+10, 6.160084E+10, 6.366230E+10, 6.578778E+10, # 6.797911E+10, 7.023817E+10, 7.256690E+10, 7.496727E+10, 7.744131E+10, 7.999112E+10, # 8.261882E+10, 8.532662E+10, 8.811676E+10, 9.099155E+10, 9.395336E+10, 9.700462E+10, # 1.001478E+11, 1.033855E+11, 1.067203E+11, 1.101549E+11, 1.136920E+11, 1.173345E+11, # 1.210852E+11, 1.249472E+11, 1.289234E+11, 1.330170E+11, 1.372312E+11, 1.415693E+11, # 1.460345E+11, 1.506304E+11, 1.553604E+11, 1.602282E+11, 1.652375E+11, 1.703920E+11, # 1.756956E+11, 1.811524E+11, 1.867663E+11, 1.925416E+11, 1.984826E+11, 2.045935E+11, # 2.108789E+11, 2.173434E+11, 2.239917E+11, 2.308286E+11, 2.378590E+11, 2.450880E+11, # 2.525207E+11, 2.601624E+11, 2.680186E+11, 2.760948E+11, 2.843966E+11, 2.929299E+11, # 3.017006E+11, 3.107148E+11, 3.199788E+11, 3.294989E+11, 3.392816E+11, 3.493335E+11, # 3.596617E+11, 3.702729E+11, 3.811744E+11, 3.923735E+11, 4.038777E+11, 4.156946E+11, # 4.278320E+11, 4.402980E+11, 4.531007E+11, 4.662486E+11, 4.797502E+11, 4.936142E+11, # 5.078497E+11, 5.224658E+11, 5.374718E+11, 5.528774E+11, 5.686924E+11, 5.849267E+11, # 6.015906E+11, 6.186947E+11, 6.362495E+11, 6.542660E+11, 6.727555E+11, 6.917293E+11, # 7.111991E+11, 7.311769E+11, 7.516749E+11, 7.727056E+11, 7.942816E+11, 8.164161E+11, # 8.391224E+11, 8.624140E+11, 8.863048E+11, 9.108091E+11, 9.359413E+11, 9.617163E+11, # 9.881491E+11, 1.015255E+12, 1.043051E+12, 1.071552E+12, 1.100774E+12, 1.130735E+12, # 1.161452E+12, 1.192942E+12, 1.225224E+12, 1.258315E+12, 1.292234E+12, 1.327001E+12, # 1.362635E+12, 1.399156E+12, 1.436583E+12, 1.474939E+12, 1.514243E+12, 1.554519E+12, # 1.595787E+12, 1.638070E+12, 1.681391E+12, 1.725774E+12, 1.771243E+12, 1.817822E+12, # 1.865537E+12, 1.914411E+12, 1.964473E+12, 2.015747E+12, 2.068262E+12, 2.122044E+12, # 2.177122E+12, 2.233526E+12, 2.291283E+12, 2.350424E+12, 2.410979E+12, 2.472981E+12, # 2.536459E+12, 2.601448E+12, 2.667979E+12, 2.736088E+12, 2.805807E+12, 2.877172E+12, # 2.950219E+12, 3.024985E+12, 3.101506E+12, 3.179821E+12, 3.259968E+12, 3.341987E+12, # 3.425918E+12, 3.511801E+12, 3.599680E+12, 3.689596E+12, 3.781594E+12, 3.875716E+12, # 3.972009E+12, 4.070519E+12, 4.171293E+12, 4.274378E+12, 4.379823E+12, 4.487678E+12, # 4.597994E+12, 4.710823E+12, 4.826216E+12, 4.944229E+12, 5.064915E+12, 5.188330E+12, # 5.314532E+12, 5.443577E+12, 5.575526E+12, 5.710437E+12, 5.848373E+12, 5.989396E+12, # 6.133569E+12, 6.280958E+12, 6.431628E+12, 6.585646E+12, 6.743080E+12, 6.904002E+12, # 7.068482E+12, 7.236591E+12, 7.408405E+12, 7.583998E+12, 7.763446E+12, 7.946828E+12, # 8.134223E+12, 8.325712E+12, 8.521376E+12, 8.721301E+12, 8.925571E+12, 9.134273E+12, # 9.347495E+12, 9.565329E+12, 9.787865E+12, 1.001520E+13, 1.024742E+13, 1.048463E+13, # 1.072693E+13, 1.097442E+13, 1.122719E+13, 1.148536E+13, 1.174903E+13, 1.201830E+13, # 1.229330E+13, 1.257412E+13, 1.286088E+13, 1.315370E+13, 1.345270E+13, 1.375799E+13, # 1.406970E+13, 1.438795E+13, 1.471287E+13, 1.504459E+13, 1.538324E+13, 1.572894E+13, # 1.608185E+13, 1.644208E+13, 1.680980E+13, #]) # ============================ M = 41, I = 3 ============================ #M = 41 #I = 3 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 4.640863E+01, 8.395187E+02, 2.165321E+03, 3.887494E+03, 5.949141E+03, 8.299582E+03, # 1.090587E+04, 1.375072E+04, 1.682938E+04, 2.014691E+04, 2.371546E+04, 2.755208E+04, # 3.167695E+04, 3.611225E+04, 4.088151E+04, 4.600925E+04, 5.152098E+04, 5.744318E+04, # 6.380350E+04, 7.063096E+04, 7.795612E+04, 8.581133E+04, 9.423091E+04, 1.032514E+05, # 1.129116E+05, 1.232531E+05, 1.343201E+05, 1.461598E+05, 1.588225E+05, 1.723620E+05, # 1.868353E+05, 2.023033E+05, 2.188310E+05, 2.364873E+05, 2.553454E+05, 2.754834E+05, # 2.969840E+05, 3.199350E+05, 3.444298E+05, 3.705672E+05, 3.984522E+05, 4.281959E+05, # 4.599161E+05, 4.937378E+05, 5.297930E+05, 5.682218E+05, 6.091721E+05, 6.528008E+05, # 6.992737E+05, 7.487660E+05, 8.014633E+05, 8.575615E+05, 9.172679E+05, 9.808012E+05, # 1.048393E+06, 1.120287E+06, 1.196742E+06, 1.278030E+06, 1.364438E+06, 1.456270E+06, # 1.553846E+06, 1.657504E+06, 1.767599E+06, 1.884508E+06, 2.008627E+06, 2.140373E+06, # 2.280186E+06, 2.428529E+06, 2.585892E+06, 2.752788E+06, 2.929758E+06, 3.117375E+06, # 3.316237E+06, 3.526977E+06, 3.750259E+06, 3.986783E+06, 4.237285E+06, 4.502539E+06, # 4.783358E+06, 5.080597E+06, 5.395156E+06, 5.727979E+06, 6.080059E+06, 6.452439E+06, # 6.846214E+06, 7.262533E+06, 7.702605E+06, 8.167696E+06, 8.659138E+06, 9.178326E+06, # 9.726724E+06, 1.030587E+07, 1.091737E+07, 1.156292E+07, 1.224429E+07, 1.296334E+07, # 1.372200E+07, 1.452233E+07, 1.536645E+07, 1.625661E+07, 1.719514E+07, 1.818451E+07, # 1.922728E+07, 2.032615E+07, 2.148392E+07, 2.270354E+07, 2.398810E+07, 2.534082E+07, # 2.676507E+07, 2.826438E+07, 2.984244E+07, 3.150310E+07, 3.325040E+07, 3.508854E+07, # 3.702193E+07, 3.905516E+07, 4.119303E+07, 4.344058E+07, 4.580302E+07, 4.828584E+07, # 5.089474E+07, 5.363568E+07, 5.651489E+07, 5.953885E+07, 6.271435E+07, 6.604844E+07, # 6.954849E+07, 7.322219E+07, 7.707756E+07, 8.112294E+07, 8.536705E+07, 8.981896E+07, # 9.448814E+07, 9.938445E+07, 1.045181E+08, 1.098999E+08, 1.155409E+08, 1.214528E+08, # 1.276475E+08, 1.341378E+08, 1.409366E+08, 1.480577E+08, 1.555151E+08, 1.633237E+08, # 1.714988E+08, 1.800564E+08, 1.890131E+08, 1.983862E+08, 2.081936E+08, 2.184540E+08, # 2.291868E+08, 2.404123E+08, 2.521513E+08, 2.644258E+08, 2.772583E+08, 2.906724E+08, # 3.046926E+08, 3.193441E+08, 3.346535E+08, 3.506481E+08, 3.673563E+08, 3.848076E+08, # 4.030327E+08, 4.220634E+08, 4.419326E+08, 4.626748E+08, 4.843252E+08, 5.069210E+08, # 5.305002E+08, 5.551025E+08, 5.807691E+08, 6.075426E+08, 6.354673E+08, 6.645889E+08, # 6.949551E+08, 7.266150E+08, 7.596197E+08, 7.940221E+08, 8.298770E+08, 8.672412E+08, # 9.061735E+08, 9.467349E+08, 9.889884E+08, 1.032999E+09, 1.078835E+09, 1.126567E+09, # 1.176266E+09, 1.228007E+09, 1.281870E+09, 1.337933E+09, 1.396280E+09, 1.456997E+09, # 1.520174E+09, 1.585902E+09, 1.654276E+09, 1.725396E+09, 1.799364E+09, 1.876283E+09, # 1.956265E+09, 2.039421E+09, 2.125867E+09, 2.215725E+09, 2.309119E+09, 2.406177E+09, # 2.507032E+09, 2.611822E+09, 2.720689E+09, 2.833779E+09, 2.951243E+09, 3.073238E+09, # 3.199926E+09, 3.331473E+09, 3.468052E+09, 3.609840E+09, 3.757022E+09, 3.909786E+09, # 4.068328E+09, 4.232850E+09, 4.403562E+09, 4.580676E+09, 4.764417E+09, 4.955012E+09, # 5.152698E+09, 5.357718E+09, 5.570325E+09, 5.790777E+09, 6.019341E+09, 6.256293E+09, # 6.501918E+09, 6.756509E+09, 7.020368E+09, 7.293806E+09, 7.577145E+09, 7.870716E+09, # 8.174859E+09, 8.489927E+09, 8.816282E+09, 9.154297E+09, 9.504356E+09, 9.866856E+09, # 1.024221E+10, 1.063082E+10, 1.103315E+10, 1.144962E+10, 1.188069E+10, 1.232685E+10, # 1.278858E+10, 1.326637E+10, 1.376075E+10, 1.427225E+10, 1.480141E+10, 1.534880E+10, # 1.591499E+10, 1.650058E+10, 1.710619E+10, 1.773244E+10, 1.838000E+10, 1.904951E+10, # 1.974168E+10, 2.045721E+10, 2.119682E+10, 2.196126E+10, 2.275131E+10, 2.356776E+10, # 2.441141E+10, 2.528310E+10, 2.618370E+10, 2.711409E+10, 2.807518E+10, 2.906789E+10, # 3.009320E+10, 3.115209E+10, 3.224557E+10, 3.337469E+10, 3.454051E+10, 3.574414E+10, # 3.698670E+10, 3.826937E+10, 3.959333E+10, 4.095980E+10, 4.237006E+10, 4.382538E+10, # 4.532711E+10, 4.687660E+10, 4.847525E+10, 5.012450E+10, 5.182584E+10, 5.358077E+10, # 5.539085E+10, 5.725769E+10, 5.918291E+10, 6.116821E+10, 6.321532E+10, 6.532600E+10, # 6.750208E+10, 6.974542E+10, 7.205795E+10, 7.444162E+10, 7.689846E+10, 7.943054E+10, # 8.203999E+10, 8.472897E+10, 8.749973E+10, 9.035455E+10, 9.329579E+10, 9.632586E+10, # 9.944724E+10, 1.026624E+11, 1.059741E+11, 1.093849E+11, 1.128974E+11, 1.165147E+11, # 1.202394E+11, 1.240746E+11, 1.280233E+11, 1.320886E+11, 1.362736E+11, 1.405816E+11, # 1.450159E+11, 1.495799E+11, 1.542772E+11, 1.591113E+11, 1.640859E+11, 1.692048E+11, # 1.744718E+11, 1.798908E+11, 1.854659E+11, 1.912013E+11, 1.971012E+11, 2.031699E+11, # 2.094119E+11, 2.158317E+11, 2.224341E+11, 2.292237E+11, 2.362056E+11, 2.433847E+11, # 2.507661E+11, 2.583551E+11, 2.661571E+11, 2.741775E+11, 2.824221E+11, 2.908966E+11, # 2.996068E+11, 3.085589E+11, 3.177590E+11, 3.272134E+11, 3.369287E+11, 3.469115E+11, # 3.571685E+11, 3.677066E+11, 3.785331E+11, 3.896550E+11, 4.010800E+11, 4.128156E+11, # 4.248695E+11, 4.372497E+11, 4.499644E+11, 4.630218E+11, 4.764305E+11, 4.901992E+11, # 5.043368E+11, 5.188524E+11, 5.337553E+11, 5.490551E+11, 5.647613E+11, 5.808841E+11, # 5.974336E+11, 6.144201E+11, 6.318544E+11, 6.497472E+11, 6.681097E+11, 6.869532E+11, # 7.062894E+11, 7.261301E+11, 7.464875E+11, 7.673738E+11, 7.888019E+11, 8.107846E+11, # 8.333351E+11, 8.564669E+11, 8.801940E+11, 9.045302E+11, 9.294902E+11, 9.550885E+11, # 9.813402E+11, 1.008261E+12, 1.035866E+12, 1.064171E+12, 1.093193E+12, 1.122949E+12, # 1.153456E+12, 1.184731E+12, 1.216791E+12, 1.249656E+12, 1.283343E+12, 1.317872E+12, # 1.353262E+12, 1.389532E+12, 1.426704E+12, 1.464797E+12, 1.503833E+12, 1.543833E+12, # 1.584818E+12, 1.626812E+12, 1.669838E+12, 1.713918E+12, 1.759076E+12, 1.805336E+12, # 1.852724E+12, 1.901265E+12, 1.950984E+12, 2.001909E+12, 2.054064E+12, 2.107480E+12, # 2.162182E+12, 2.218200E+12, 2.275562E+12, 2.334300E+12, 2.394442E+12, 2.456020E+12, # 2.519065E+12, 2.583610E+12, 2.649688E+12, 2.717331E+12, 2.786574E+12, 2.857453E+12, # 2.930002E+12, 3.004257E+12, 3.080257E+12, 3.158038E+12, 3.237638E+12, 3.319098E+12, # 3.402456E+12, 3.487755E+12, 3.575034E+12, 3.664338E+12, 3.755708E+12, 3.849189E+12, # 3.944826E+12, 4.042665E+12, 4.142752E+12, 4.245134E+12, 4.349861E+12, 4.456982E+12, # 4.566547E+12, 4.678607E+12, 4.793215E+12, 4.910424E+12, 5.030288E+12, 5.152864E+12, # 5.278206E+12, 5.406373E+12, 5.537424E+12, 5.671417E+12, 5.808414E+12, 5.948478E+12, # 6.091670E+12, 6.238056E+12, 6.387700E+12, 6.540671E+12, 6.697035E+12, 6.856862E+12, # 7.020224E+12, 7.187190E+12, 7.357836E+12, 7.532234E+12, 7.710463E+12, 7.892598E+12, # 8.078719E+12, 8.268906E+12, 8.463241E+12, 8.661807E+12, 8.864689E+12, 9.071973E+12, # 9.283747E+12, 9.500101E+12, 9.721125E+12, 9.946914E+12, 1.017756E+13, 1.041316E+13, # 1.065381E+13, 1.089962E+13, 1.115068E+13, 1.140709E+13, 1.166897E+13, 1.193642E+13, # 1.220954E+13, 1.248846E+13, 1.277327E+13, 1.306411E+13, 1.336107E+13, 1.366430E+13, # 1.397389E+13, 1.428998E+13, 1.461270E+13, 1.494217E+13, 1.527852E+13, 1.562188E+13, # 1.597239E+13, 1.633018E+13, 1.669540E+13, #]) # ============================ M = 41, I = 4 ============================ #M = 41 #I = 4 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 9.539986E+01, 1.733030E+03, 4.470930E+03, 8.027465E+03, 1.228512E+04, 1.713923E+04, # 2.252173E+04, 2.839688E+04, 3.475486E+04, 4.160600E+04, 4.897544E+04, 5.689833E+04, # 6.541639E+04, 7.457551E+04, 8.442441E+04, 9.501401E+04, 1.063973E+05, 1.186293E+05, # 1.317678E+05, 1.458732E+05, 1.610094E+05, 1.772441E+05, 1.946489E+05, 2.133003E+05, # 2.332798E+05, 2.546741E+05, 2.775759E+05, 3.020842E+05, 3.283042E+05, 3.563484E+05, # 3.863367E+05, 4.183965E+05, 4.526638E+05, 4.892830E+05, 5.284079E+05, 5.702017E+05, # 6.148381E+05, 6.625011E+05, 7.133863E+05, 7.677013E+05, 8.256660E+05, 8.875137E+05, # 9.534916E+05, 1.023862E+06, 1.098901E+06, 1.178904E+06, 1.264182E+06, 1.355063E+06, # 1.451896E+06, 1.555048E+06, 1.664911E+06, 1.781896E+06, 1.906437E+06, 2.038996E+06, # 2.180059E+06, 2.330140E+06, 2.489781E+06, 2.659555E+06, 2.840067E+06, 3.031956E+06, # 3.235896E+06, 3.452598E+06, 3.682812E+06, 3.927329E+06, 4.186983E+06, 4.462654E+06, # 4.755270E+06, 5.065806E+06, 5.395292E+06, 5.744813E+06, 6.115511E+06, 6.508589E+06, # 6.925313E+06, 7.367016E+06, 7.835100E+06, 8.331043E+06, 8.856395E+06, 9.412792E+06, # 1.000195E+07, 1.062568E+07, 1.128587E+07, 1.198452E+07, 1.272373E+07, 1.350570E+07, # 1.433274E+07, 1.520729E+07, 1.613189E+07, 1.710923E+07, 1.814212E+07, 1.923350E+07, # 2.038648E+07, 2.160431E+07, 2.289038E+07, 2.424828E+07, 2.568176E+07, 2.719473E+07, # 2.879132E+07, 3.047585E+07, 3.225283E+07, 3.412700E+07, 3.610333E+07, 3.818701E+07, # 4.038348E+07, 4.269843E+07, 4.513784E+07, 4.770794E+07, 5.041525E+07, 5.326662E+07, # 5.626919E+07, 5.943043E+07, 6.275815E+07, 6.626054E+07, 6.994613E+07, 7.382385E+07, # 7.790304E+07, 8.219343E+07, 8.670523E+07, 9.144906E+07, 9.643604E+07, 1.016778E+08, # 1.071864E+08, 1.129745E+08, 1.190553E+08, 1.254426E+08, 1.321508E+08, 1.391949E+08, # 1.465904E+08, 1.543538E+08, 1.625020E+08, 1.710527E+08, 1.800245E+08, 1.894367E+08, # 1.993093E+08, 2.096632E+08, 2.205203E+08, 2.319034E+08, 2.438360E+08, 2.563428E+08, # 2.694495E+08, 2.831829E+08, 2.975706E+08, 3.126419E+08, 3.284266E+08, 3.449563E+08, # 3.622636E+08, 3.803824E+08, 3.993480E+08, 4.191972E+08, 4.399683E+08, 4.617008E+08, # 4.844361E+08, 5.082172E+08, 5.330887E+08, 5.590969E+08, 5.862900E+08, 6.147182E+08, # 6.444334E+08, 6.754896E+08, 7.079431E+08, 7.418520E+08, 7.772769E+08, 8.142806E+08, # 8.529283E+08, 8.932878E+08, 9.354293E+08, 9.794256E+08, 1.025353E+09, 1.073289E+09, # 1.123315E+09, 1.175517E+09, 1.229981E+09, 1.286798E+09, 1.346063E+09, 1.407873E+09, # 1.472330E+09, 1.539538E+09, 1.609606E+09, 1.682647E+09, 1.758778E+09, 1.838120E+09, # 1.920797E+09, 2.006940E+09, 2.096683E+09, 2.190166E+09, 2.287533E+09, 2.388933E+09, # 2.494520E+09, 2.604455E+09, 2.718904E+09, 2.838037E+09, 2.962033E+09, 3.091074E+09, # 3.225351E+09, 3.365060E+09, 3.510405E+09, 3.661595E+09, 3.818849E+09, 3.982390E+09, # 4.152453E+09, 4.329276E+09, 4.513109E+09, 4.704208E+09, 4.902839E+09, 5.109276E+09, # 5.323804E+09, 5.546715E+09, 5.778311E+09, 6.018907E+09, 6.268824E+09, 6.528397E+09, # 6.797971E+09, 7.077901E+09, 7.368556E+09, 7.670315E+09, 7.983569E+09, 8.308724E+09, # 8.646198E+09, 8.996421E+09, 9.359839E+09, 9.736910E+09, 1.012811E+10, 1.053392E+10, # 1.095486E+10, 1.139144E+10, 1.184420E+10, 1.231369E+10, 1.280048E+10, 1.330516E+10, # 1.382835E+10, 1.437066E+10, 1.493274E+10, 1.551525E+10, 1.611889E+10, 1.674436E+10, # 1.739239E+10, 1.806374E+10, 1.875916E+10, 1.947947E+10, 2.022548E+10, 2.099804E+10, # 2.179803E+10, 2.262633E+10, 2.348389E+10, 2.437164E+10, 2.529058E+10, 2.624171E+10, # 2.722607E+10, 2.824474E+10, 2.929882E+10, 3.038945E+10, 3.151778E+10, 3.268504E+10, # 3.389245E+10, 3.514130E+10, 3.643288E+10, 3.776856E+10, 3.914972E+10, 4.057779E+10, # 4.205424E+10, 4.358058E+10, 4.515838E+10, 4.678922E+10, 4.847475E+10, 5.021667E+10, # 5.201671E+10, 5.387667E+10, 5.579838E+10, 5.778374E+10, 5.983469E+10, 6.195322E+10, # 6.414140E+10, 6.640134E+10, 6.873519E+10, 7.114520E+10, 7.363366E+10, 7.620292E+10, # 7.885540E+10, 8.159358E+10, 8.442003E+10, 8.733736E+10, 9.034827E+10, 9.345553E+10, # 9.666197E+10, 9.997052E+10, 1.033842E+11, 1.069060E+11, 1.105392E+11, 1.142870E+11, # 1.181527E+11, 1.221398E+11, 1.262517E+11, 1.304921E+11, 1.348646E+11, 1.393731E+11, # 1.440215E+11, 1.488137E+11, 1.537539E+11, 1.588462E+11, 1.640951E+11, 1.695048E+11, # 1.750801E+11, 1.808255E+11, 1.867458E+11, 1.928460E+11, 1.991310E+11, 2.056060E+11, # 2.122764E+11, 2.191476E+11, 2.262250E+11, 2.335145E+11, 2.410220E+11, 2.487533E+11, # 2.567146E+11, 2.649123E+11, 2.733529E+11, 2.820429E+11, 2.909892E+11, 3.001986E+11, # 3.096784E+11, 3.194359E+11, 3.294786E+11, 3.398140E+11, 3.504502E+11, 3.613952E+11, # 3.726572E+11, 3.842446E+11, 3.961662E+11, 4.084309E+11, 4.210477E+11, 4.340259E+11, # 4.473751E+11, 4.611051E+11, 4.752258E+11, 4.897476E+11, 5.046808E+11, 5.200363E+11, # 5.358250E+11, 5.520583E+11, 5.687475E+11, 5.859046E+11, 6.035417E+11, 6.216710E+11, # 6.403052E+11, 6.594574E+11, 6.791407E+11, 6.993687E+11, 7.201554E+11, 7.415149E+11, # 7.634618E+11, 7.860109E+11, 8.091775E+11, 8.329771E+11, 8.574257E+11, 8.825396E+11, # 9.083355E+11, 9.348304E+11, 9.620417E+11, 9.899874E+11, 1.018686E+12, 1.048155E+12, # 1.078415E+12, 1.109484E+12, 1.141384E+12, 1.174134E+12, 1.207754E+12, 1.242267E+12, # 1.277695E+12, 1.314059E+12, 1.351382E+12, 1.389688E+12, 1.429000E+12, 1.469344E+12, # 1.510743E+12, 1.553223E+12, 1.596810E+12, 1.641532E+12, 1.687414E+12, 1.734485E+12, # 1.782772E+12, 1.832306E+12, 1.883116E+12, 1.935231E+12, 1.988683E+12, 2.043504E+12, # 2.099725E+12, 2.157380E+12, 2.216502E+12, 2.277126E+12, 2.339286E+12, 2.403019E+12, # 2.468361E+12, 2.535350E+12, 2.604024E+12, 2.674422E+12, 2.746583E+12, 2.820549E+12, # 2.896361E+12, 2.974062E+12, 3.053694E+12, 3.135302E+12, 3.218931E+12, 3.304627E+12, # 3.392438E+12, 3.482411E+12, 3.574595E+12, 3.669040E+12, 3.765798E+12, 3.864921E+12, # 3.966461E+12, 4.070473E+12, 4.177013E+12, 4.286137E+12, 4.397902E+12, 4.512368E+12, # 4.629595E+12, 4.749644E+12, 4.872577E+12, 4.998459E+12, 5.127354E+12, 5.259328E+12, # 5.394451E+12, 5.532790E+12, 5.674417E+12, 5.819402E+12, 5.967820E+12, 6.119746E+12, # 6.275255E+12, 6.434425E+12, 6.597336E+12, 6.764069E+12, 6.934707E+12, 7.109332E+12, # 7.288032E+12, 7.470894E+12, 7.658007E+12, 7.849462E+12, 8.045351E+12, 8.245770E+12, # 8.450815E+12, 8.660584E+12, 8.875177E+12, 9.094696E+12, 9.319246E+12, 9.548932E+12, # 9.783863E+12, 1.002415E+13, 1.026990E+13, 1.052124E+13, 1.077827E+13, 1.104112E+13, # 1.130991E+13, 1.158477E+13, 1.186581E+13, 1.215316E+13, 1.244697E+13, 1.274735E+13, # 1.305445E+13, 1.336841E+13, 1.368936E+13, 1.401745E+13, 1.435282E+13, 1.469562E+13, # 1.504602E+13, 1.540415E+13, 1.577018E+13, 1.614426E+13, 1.652656E+13, 1.691726E+13, # 1.731651E+13, 1.772448E+13, 1.814136E+13, 1.856733E+13, 1.900256E+13, 1.944724E+13, # 1.990156E+13, 2.036571E+13, 2.083990E+13, 2.132430E+13, 2.181914E+13, 2.232462E+13, # 2.284094E+13, 2.336833E+13, 2.390699E+13, 2.445716E+13, 2.501906E+13, 2.559291E+13, # 2.617896E+13, 2.677744E+13, 2.738859E+13, 2.801266E+13, 2.864991E+13, 2.930058E+13, # 2.996495E+13, 3.064326E+13, 3.133580E+13, 3.204284E+13, 3.276466E+13, 3.350153E+13, # 3.425376E+13, 3.502164E+13, 3.580545E+13, #]) # ============================ M = 42, I = 1 ============================ M = 42 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[2] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.833894E+01, 5.215695E+02, 1.470224E+03, 2.698003E+03, 4.151658E+03, 5.800427E+03, 7.623855E+03, 9.608013E+03, 1.174445E+04, 1.403001E+04, 1.646668E+04, 1.906129E+04, 2.182505E+04, 2.477304E+04, 2.792373E+04, 3.129858E+04, 3.492171E+04, 3.881978E+04, 4.302183E+04, 4.755933E+04, 5.246621E+04, 5.777900E+04, 6.353697E+04, 6.978236E+04, 7.656059E+04, 8.392052E+04, 9.191471E+04, 1.005997E+05, 1.100365E+05, 1.202906E+05, 1.314325E+05, 1.435383E+05, 1.566897E+05, 1.709747E+05, 1.864878E+05, 2.033308E+05, 2.216130E+05, 2.414519E+05, 2.629737E+05, 2.863138E+05, 3.116176E+05, 3.390410E+05, 3.687510E+05, 4.009267E+05, 4.357599E+05, 4.734560E+05, 5.142346E+05, 5.583308E+05, 6.059957E+05, 6.574979E+05, 7.131240E+05, 7.731800E+05, 8.379927E+05, 9.079104E+05, 9.833044E+05, 1.064571E+06, 1.152130E+06, 1.246433E+06, 1.347956E+06, 1.457207E+06, 1.574726E+06, 1.701089E+06, 1.836904E+06, 1.982821E+06, 2.139526E+06, 2.307750E+06, 2.488267E+06, 2.681897E+06, 2.889511E+06, 3.112030E+06, 3.350430E+06, 3.605744E+06, 3.879066E+06, 4.171552E+06, 4.484425E+06, 4.818979E+06, 5.176578E+06, 5.558666E+06, 5.966767E+06, 6.402489E+06, 6.867528E+06, 7.363674E+06, 7.892816E+06, 8.456941E+06, 9.058148E+06, 9.698643E+06, 1.038075E+07, 1.110692E+07, 1.187974E+07, 1.270190E+07, 1.357626E+07, 1.450581E+07, 1.549372E+07, 1.654328E+07, 1.765797E+07, 1.884145E+07, 2.009755E+07, 2.143029E+07, 2.284390E+07, 2.434279E+07, 2.593162E+07, 2.761525E+07, 2.939878E+07, 3.128757E+07, 3.328720E+07, 3.540354E+07, 3.764272E+07, 4.001119E+07, 4.251565E+07, 4.516314E+07, 4.796102E+07, 5.091697E+07, 5.403904E+07, 5.733564E+07, 6.081553E+07, 6.448789E+07, 6.836230E+07, 7.244875E+07, 7.675769E+07, 8.130001E+07, 8.608707E+07, 9.113073E+07, 9.644335E+07, 1.020378E+08, 1.079276E+08, 1.141267E+08, 1.206496E+08, 1.275117E+08, 1.347287E+08, 1.423172E+08, 1.502942E+08, 1.586777E+08, 1.674862E+08, 1.767392E+08, 1.864567E+08, 1.966597E+08, 2.073700E+08, 2.186101E+08, 2.304036E+08, 2.427751E+08, 2.557498E+08, 2.693541E+08, 2.836156E+08, 2.985626E+08, 3.142247E+08, 3.306326E+08, 3.478183E+08, 3.658146E+08, 3.846560E+08, 4.043779E+08, 4.250174E+08, 4.466126E+08, 4.692033E+08, 4.928306E+08, 5.175372E+08, 5.433672E+08, 5.703664E+08, 5.985823E+08, 6.280640E+08, 6.588624E+08, 6.910301E+08, 7.246219E+08, 7.596941E+08, 7.963052E+08, 8.345157E+08, 8.743882E+08, 9.159875E+08, 9.593806E+08, 1.004637E+09, 1.051828E+09, 1.101027E+09, 1.152312E+09, 1.205762E+09, 1.261458E+09, 1.319485E+09, 1.379931E+09, 1.442885E+09, 1.508441E+09, 1.576695E+09, 1.647746E+09, 1.721698E+09, 1.798657E+09, 1.878730E+09, 1.962033E+09, 2.048680E+09, 2.138794E+09, 2.232496E+09, 2.329916E+09, 2.431186E+09, 2.536442E+09, 2.645823E+09, 2.759476E+09, 2.877549E+09, 3.000196E+09, 3.127576E+09, 3.259852E+09, 3.397192E+09, 3.539771E+09, 3.687767E+09, 3.841364E+09, 4.000752E+09, 4.166126E+09, 4.337688E+09, 4.515644E+09, 4.700209E+09, 4.891601E+09, 5.090047E+09, 5.295779E+09, 5.509036E+09, 5.730066E+09, 5.959120E+09, 6.196461E+09, 6.442356E+09, 6.697081E+09, 6.960920E+09, 7.234165E+09, 7.517115E+09, 7.810079E+09, 8.113374E+09, 8.427326E+09, 8.752271E+09, 9.088551E+09, 9.436522E+09, 9.796546E+09, 1.016900E+10, 1.055426E+10, 1.095273E+10, 1.136480E+10, 1.179091E+10, 1.223146E+10, 1.268691E+10, 1.315770E+10, 1.364429E+10, 1.414716E+10, 1.466680E+10, 1.520370E+10, 1.575838E+10, 1.633137E+10, 1.692320E+10, 1.753443E+10, 1.816563E+10, 1.881738E+10, 1.949028E+10, 2.018495E+10, 2.090201E+10, 2.164211E+10, 2.240591E+10, 2.319410E+10, 2.400736E+10, 2.484641E+10, 2.571198E+10, 2.660482E+10, 2.752570E+10, 2.847541E+10, 2.945476E+10, 3.046456E+10, 3.150568E+10, 3.257897E+10, 3.368533E+10, 3.482566E+10, 3.600091E+10, 3.721202E+10, 3.845998E+10, 3.974578E+10, 4.107046E+10, 4.243506E+10, 4.384066E+10, 4.528836E+10, 4.677930E+10, 4.831462E+10, 4.989550E+10, 5.152316E+10, 5.319884E+10, 5.492379E+10, 5.669931E+10, 5.852674E+10, 6.040743E+10, 6.234276E+10, 6.433416E+10, 6.638307E+10, 6.849099E+10, 7.065942E+10, 7.288994E+10, 7.518412E+10, 7.754359E+10, 7.997001E+10, 8.246509E+10, 8.503055E+10, 8.766817E+10, 9.037977E+10, 9.316720E+10, 9.603236E+10, 9.897719E+10, 1.020037E+11, 1.051138E+11, 1.083097E+11, 1.115934E+11, 1.149672E+11, 1.184332E+11, 1.219936E+11, 1.256508E+11, 1.294072E+11, ]) # ============================ M = 43, I = 1 ============================ M = 43 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.019023E+01, 9.561317E+01, 1.905574E+02, 2.855193E+02, 3.807311E+02, 4.770977E+02, 5.762323E+02, 6.800505E+02, 7.904508E+02, 9.092264E+02, 1.038109E+03, 1.178855E+03, 1.333314E+03, 1.503499E+03, 1.691624E+03, 1.900142E+03, 2.131775E+03, 2.389546E+03, 2.676806E+03, 2.997267E+03, 3.355044E+03, 3.754687E+03, 4.201231E+03, 4.700238E+03, 5.257853E+03, 5.880860E+03, 6.576743E+03, 7.353751E+03, 8.220972E+03, 9.188411E+03, 1.026707E+04, 1.146905E+04, 1.280764E+04, 1.429741E+04, 1.595436E+04, 1.779601E+04, 1.984153E+04, 2.211192E+04, 2.463013E+04, 2.742122E+04, 3.051255E+04, 3.393398E+04, 3.771805E+04, 4.190019E+04, 4.651899E+04, 5.161643E+04, 5.723813E+04, 6.343364E+04, 7.025678E+04, 7.776594E+04, 8.602440E+04, 9.510077E+04, 1.050693E+05, 1.160105E+05, 1.280112E+05, 1.411654E+05, 1.555748E+05, 1.713490E+05, 1.886064E+05, 2.074746E+05, 2.280914E+05, 2.506051E+05, 2.751752E+05, 3.019740E+05, 3.311862E+05, 3.630108E+05, 3.976618E+05, 4.353687E+05, 4.763782E+05, 5.209551E+05, 5.693834E+05, 6.219676E+05, 6.790341E+05, 7.409330E+05, 8.080384E+05, 8.807517E+05, 9.595015E+05, 1.044747E+06, 1.136979E+06, 1.236722E+06, 1.344534E+06, 1.461017E+06, 1.586806E+06, 1.722584E+06, 1.869078E+06, 2.027062E+06, 2.197362E+06, 2.380858E+06, 2.578487E+06, 2.791247E+06, 3.020201E+06, 3.266477E+06, 3.531278E+06, 3.815881E+06, 4.121646E+06, 4.450013E+06, 4.802517E+06, 5.180784E+06, 5.586543E+06, 6.021625E+06, 6.487975E+06, 6.987658E+06, 7.522856E+06, 8.095890E+06, 8.709211E+06, 9.365423E+06, 1.006728E+07, 1.081769E+07, 1.161974E+07, 1.247670E+07, 1.339201E+07, 1.436933E+07, 1.541252E+07, 1.652564E+07, 1.771302E+07, 1.897920E+07, 2.032898E+07, 2.176742E+07, 2.329990E+07, 2.493206E+07, 2.666985E+07, 2.851955E+07, 3.048780E+07, 3.258156E+07, 3.480820E+07, 3.717548E+07, 3.969155E+07, 4.236502E+07, 4.520494E+07, 4.822084E+07, 5.142273E+07, 5.482117E+07, 5.842725E+07, 6.225265E+07, 6.630963E+07, 7.061106E+07, 7.517052E+07, 8.000223E+07, 8.512116E+07, 9.054299E+07, 9.628422E+07, 1.023622E+08, 1.087950E+08, 1.156017E+08, 1.228024E+08, 1.304180E+08, 1.384705E+08, 1.469829E+08, 1.559795E+08, 1.654856E+08, 1.755278E+08, 1.861337E+08, 1.973326E+08, 2.091551E+08, 2.216330E+08, 2.347997E+08, 2.486904E+08, 2.633416E+08, 2.787916E+08, 2.950805E+08, 3.122504E+08, 3.303449E+08, 3.494100E+08, 3.694936E+08, 3.906456E+08, 4.129187E+08, 4.363673E+08, 4.610487E+08, 4.870224E+08, 5.143507E+08, 5.430988E+08, 5.733345E+08, 6.051288E+08, 6.385555E+08, 6.736920E+08, 7.106185E+08, 7.494191E+08, 7.901817E+08, 8.329972E+08, 8.779609E+08, 9.251722E+08, 9.747347E+08, 1.026756E+09, 1.081348E+09, 1.138629E+09, 1.198719E+09, 1.261747E+09, 1.327844E+09, 1.397148E+09, 1.469802E+09, 1.545956E+09, 1.625764E+09, 1.709388E+09, 1.796997E+09, 1.888764E+09, 1.984873E+09, 2.085511E+09, 2.190876E+09, 2.301173E+09, 2.416613E+09, 2.537418E+09, 2.663817E+09, 2.796049E+09, 2.934362E+09, 3.079014E+09, 3.230272E+09, 3.388414E+09, 3.553729E+09, 3.726516E+09, 3.907086E+09, 4.095764E+09, 4.292882E+09, 4.498791E+09, 4.713850E+09, 4.938435E+09, 5.172934E+09, 5.417751E+09, 5.673301E+09, 5.940022E+09, 6.218363E+09, 6.508787E+09, 6.811782E+09, 7.127845E+09, 7.457498E+09, 7.801278E+09, 8.159746E+09, 8.533474E+09, 8.923065E+09, 9.329138E+09, 9.752337E+09, 1.019332E+10, 1.065279E+10, 1.113146E+10, 1.163005E+10, 1.214934E+10, 1.269011E+10, 1.325320E+10, 1.383943E+10, 1.444970E+10, 1.508491E+10, 1.574600E+10, 1.643394E+10, 1.714974E+10, 1.789443E+10, 1.866909E+10, 1.947482E+10, 2.031280E+10, 2.118418E+10, 2.209022E+10, 2.303217E+10, 2.401134E+10, 2.502910E+10, 2.608684E+10, 2.718602E+10, 2.832812E+10, 2.951468E+10, 3.074732E+10, 3.202768E+10, 3.335744E+10, 3.473839E+10, 3.617233E+10, 3.766113E+10, 3.920672E+10, 4.081112E+10, 4.247636E+10, 4.420459E+10, 4.599800E+10, 4.785887E+10, 4.978950E+10, 5.179232E+10, 5.386983E+10, 5.602458E+10, 5.825923E+10, 6.057649E+10, 6.297920E+10, 6.547025E+10, 6.805263E+10, 7.072944E+10, 7.350384E+10, 7.637913E+10, 7.935868E+10, 8.244599E+10, 8.564462E+10, 8.895830E+10, 9.239082E+10, 9.594615E+10, 9.962826E+10, 1.034414E+11, 1.073898E+11, 1.114780E+11, 1.157104E+11, 1.200918E+11, 1.246270E+11, 1.293209E+11, 1.341788E+11, 1.392058E+11, 1.444074E+11, 1.497892E+11, 1.553570E+11, 1.611166E+11, 1.670742E+11, 1.732360E+11, 1.796085E+11, 1.861983E+11, 1.930123E+11, 2.000574E+11, 2.073409E+11, 2.148703E+11, 2.226532E+11, 2.306975E+11, 2.390111E+11, 2.476026E+11, 2.564803E+11, 2.656532E+11, 2.751302E+11, 2.849207E+11, 2.950342E+11, 3.054805E+11, 3.162697E+11, 3.274122E+11, 3.389187E+11, 3.508002E+11, 3.630677E+11, 3.757330E+11, 3.888080E+11, 4.023048E+11, 4.162361E+11, 4.306145E+11, 4.454535E+11, 4.607667E+11, 4.765678E+11, 4.928714E+11, 5.096920E+11, 5.270451E+11, 5.449458E+11, 5.634102E+11, 5.824548E+11, 6.020963E+11, 6.223516E+11, 6.432391E+11, 6.647764E+11, 6.869824E+11, 7.098760E+11, 7.334772E+11, 7.578059E+11, 7.828826E+11, 8.087291E+11, 8.353667E+11, 8.628175E+11, 8.911051E+11, 9.202524E+11, 9.502837E+11, 9.812237E+11, 1.013098E+12, 1.045932E+12, 1.079753E+12, 1.114588E+12, 1.150465E+12, 1.187412E+12, 1.225460E+12, 1.264639E+12, 1.304979E+12, 1.346512E+12, 1.389271E+12, 1.433289E+12, 1.478600E+12, 1.525239E+12, 1.573243E+12, 1.622647E+12, 1.673490E+12, 1.725810E+12, 1.779647E+12, 1.835041E+12, 1.892034E+12, 1.950669E+12, 2.010988E+12, 2.073037E+12, 2.136861E+12, 2.202508E+12, 2.270024E+12, 2.339459E+12, 2.410865E+12, 2.484291E+12, 2.559791E+12, 2.637418E+12, 2.717229E+12, 2.799279E+12, 2.883626E+12, 2.970331E+12, 3.059452E+12, 3.151054E+12, 3.245198E+12, 3.341951E+12, 3.441379E+12, 3.543550E+12, 3.648534E+12, 3.756402E+12, 3.867227E+12, 3.981085E+12, 4.098051E+12, 4.218203E+12, 4.341624E+12, 4.468393E+12, 4.598593E+12, 4.732312E+12, 4.869637E+12, 5.010657E+12, 5.155464E+12, 5.304152E+12, 5.456817E+12, 5.613557E+12, 5.774471E+12, 5.939664E+12, 6.109239E+12, 6.283303E+12, 6.461967E+12, 6.645342E+12, 6.833542E+12, 7.026684E+12, 7.224891E+12, 7.428281E+12, 7.636981E+12, 7.851120E+12, 8.070825E+12, 8.296233E+12, 8.527479E+12, 8.764702E+12, 9.008046E+12, 9.257655E+12, 9.513680E+12, 9.776270E+12, 1.004558E+13, 1.032177E+13, 1.060501E+13, 1.089545E+13, 1.119326E+13, 1.149863E+13, 1.181173E+13, 1.213272E+13, 1.246182E+13, 1.279919E+13, 1.314502E+13, 1.349953E+13, 1.386290E+13, 1.423534E+13, 1.461706E+13, 1.500828E+13, 1.540921E+13, 1.582006E+13, 1.624108E+13, 1.667249E+13, 1.711453E+13, 1.756743E+13, 1.803146E+13, 1.850684E+13, 1.899385E+13, 1.949275E+13, 2.000380E+13, 2.052728E+13, 2.106346E+13, 2.161263E+13, 2.217508E+13, 2.275111E+13, 2.334101E+13, 2.394510E+13, 2.456368E+13, 2.519709E+13, 2.584565E+13, 2.650969E+13, 2.718955E+13, 2.788558E+13, 2.859814E+13, 2.932759E+13, 3.007429E+13, 3.083862E+13, 3.162097E+13, 3.242172E+13, 3.324128E+13, 3.408006E+13, 3.493848E+13, 3.581694E+13, 3.671588E+13, 3.763575E+13, 3.857700E+13, 3.954008E+13, 4.052545E+13, 4.153361E+13, 4.256502E+13, 4.362020E+13, 4.469962E+13, 4.580383E+13, 4.693334E+13, 4.808868E+13, 4.927039E+13, 5.047903E+13, 5.171518E+13, 5.297940E+13, 5.427230E+13, 5.559444E+13, 5.694647E+13, 5.832900E+13, ]) # ============================ M = 44, I = 1 ============================ M = 44 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.957404E+01, 2.768648E+02, 5.517775E+02, 8.267910E+02, 1.102515E+03, 1.381400E+03, 1.667911E+03, 1.967411E+03, 2.285213E+03, 2.626251E+03, 2.995131E+03, 3.396321E+03, 3.834329E+03, 4.313851E+03, 4.839876E+03, 5.417769E+03, 6.053325E+03, 6.752828E+03, 7.523094E+03, 8.371515E+03, 9.306105E+03, 1.033555E+04, 1.146925E+04, 1.271738E+04, 1.409094E+04, 1.560182E+04, 1.726285E+04, 1.908786E+04, 2.109179E+04, 2.329072E+04, 2.570195E+04, 2.834412E+04, 3.123725E+04, 3.440286E+04, 3.786404E+04, 4.164560E+04, 4.577410E+04, 5.027805E+04, 5.518795E+04, 6.053646E+04, 6.635852E+04, 7.269147E+04, 7.957522E+04, 8.705239E+04, 9.516846E+04, 1.039719E+05, 1.135146E+05, 1.238515E+05, 1.350414E+05, 1.471467E+05, 1.602341E+05, 1.743741E+05, 1.896420E+05, 2.061176E+05, 2.238858E+05, 2.430366E+05, 2.636655E+05, 2.858739E+05, 3.097692E+05, 3.354652E+05, 3.630825E+05, 3.927487E+05, 4.245990E+05, 4.587763E+05, 4.954319E+05, 5.347255E+05, 5.768260E+05, 6.219118E+05, 6.701713E+05, 7.218035E+05, 7.770181E+05, 8.360364E+05, 8.990920E+05, 9.664307E+05, 1.038312E+06, 1.115009E+06, 1.196809E+06, 1.284014E+06, 1.376945E+06, 1.475935E+06, 1.581337E+06, 1.693522E+06, 1.812879E+06, 1.939818E+06, 2.074769E+06, 2.218183E+06, 2.370534E+06, 2.532319E+06, 2.704061E+06, 2.886307E+06, 3.079631E+06, 3.284635E+06, 3.501949E+06, 3.732236E+06, 3.976187E+06, 4.234526E+06, 4.508015E+06, 4.797446E+06, 5.103651E+06, 5.427500E+06, 5.769904E+06, 6.131812E+06, 6.514221E+06, 6.918169E+06, 7.344742E+06, 7.795075E+06, 8.270354E+06, 8.771815E+06, 9.300750E+06, 9.858508E+06, 1.044650E+07, 1.106618E+07, 1.171909E+07, 1.240683E+07, 1.313106E+07, 1.389351E+07, 1.469599E+07, 1.554039E+07, 1.642867E+07, 1.736287E+07, 1.834512E+07, 1.937764E+07, 2.046273E+07, 2.160280E+07, 2.280034E+07, 2.405794E+07, 2.537832E+07, 2.676428E+07, 2.821874E+07, 2.974474E+07, 3.134544E+07, 3.302411E+07, 3.478417E+07, 3.662916E+07, 3.856274E+07, 4.058874E+07, 4.271113E+07, 4.493400E+07, 4.726165E+07, 4.969849E+07, 5.224913E+07, 5.491833E+07, 5.771104E+07, 6.063239E+07, 6.368769E+07, 6.688247E+07, 7.022244E+07, 7.371351E+07, 7.736182E+07, 8.117374E+07, 8.515586E+07, 8.931498E+07, 9.365818E+07, 9.819277E+07, 1.029263E+08, 1.078667E+08, 1.130219E+08, 1.184005E+08, 1.240111E+08, 1.298626E+08, 1.359644E+08, 1.423261E+08, 1.489576E+08, 1.558693E+08, 1.630716E+08, 1.705757E+08, 1.783928E+08, 1.865347E+08, 1.950135E+08, 2.038418E+08, 2.130324E+08, 2.225987E+08, 2.325545E+08, 2.429141E+08, 2.536922E+08, 2.649039E+08, 2.765650E+08, 2.886916E+08, 3.013003E+08, 3.144085E+08, 3.280338E+08, 3.421947E+08, 3.569100E+08, 3.721992E+08, 3.880824E+08, 4.045804E+08, 4.217145E+08, 4.395068E+08, 4.579800E+08, 4.771575E+08, 4.970634E+08, 5.177226E+08, 5.391606E+08, 5.614040E+08, 5.844797E+08, 6.084159E+08, 6.332413E+08, 6.589857E+08, 6.856796E+08, 7.133544E+08, 7.420426E+08, 7.717774E+08, 8.025933E+08, 8.345254E+08, 8.676102E+08, 9.018850E+08, 9.373883E+08, 9.741596E+08, 1.012240E+09, 1.051670E+09, 1.092495E+09, 1.134757E+09, 1.178502E+09, 1.223778E+09, 1.270632E+09, 1.319114E+09, 1.369274E+09, 1.421165E+09, 1.474840E+09, 1.530355E+09, 1.587766E+09, 1.647132E+09, 1.708511E+09, 1.771966E+09, 1.837560E+09, 1.905357E+09, 1.975424E+09, 2.047830E+09, 2.122643E+09, 2.199937E+09, 2.279785E+09, 2.362263E+09, 2.447449E+09, 2.535423E+09, 2.626266E+09, 2.720064E+09, 2.816901E+09, 2.916868E+09, 3.020054E+09, 3.126552E+09, 3.236459E+09, 3.349872E+09, 3.466892E+09, 3.587623E+09, 3.712168E+09, 3.840638E+09, 3.973143E+09, 4.109797E+09, 4.250716E+09, 4.396022E+09, 4.545835E+09, 4.700282E+09, 4.859491E+09, 5.023595E+09, 5.192728E+09, 5.367030E+09, 5.546642E+09, 5.731710E+09, 5.922382E+09, 6.118812E+09, 6.321154E+09, 6.529569E+09, 6.744222E+09, 6.965279E+09, 7.192913E+09, 7.427299E+09, 7.668617E+09, 7.917052E+09, 8.172792E+09, 8.436030E+09, 8.706964E+09, 8.985796E+09, 9.272732E+09, 9.567985E+09, 9.871772E+09, 1.018431E+10, 1.050584E+10, 1.083657E+10, 1.117676E+10, 1.152664E+10, 1.188646E+10, 1.225648E+10, 1.263695E+10, 1.302814E+10, 1.343032E+10, 1.384378E+10, 1.426879E+10, 1.470564E+10, 1.515463E+10, 1.561606E+10, 1.609025E+10, 1.657751E+10, 1.707816E+10, 1.759253E+10, 1.812097E+10, 1.866382E+10, 1.922142E+10, 1.979415E+10, 2.038237E+10, 2.098646E+10, 2.160679E+10, 2.224378E+10, 2.289780E+10, 2.356928E+10, 2.425864E+10, 2.496630E+10, 2.569270E+10, 2.643828E+10, 2.720350E+10, 2.798882E+10, 2.879473E+10, 2.962169E+10, 3.047022E+10, 3.134081E+10, 3.223398E+10, 3.315025E+10, 3.409017E+10, 3.505428E+10, 3.604313E+10, 3.705731E+10, 3.809739E+10, 3.916397E+10, 4.025766E+10, 4.137906E+10, 4.252883E+10, 4.370759E+10, 4.491601E+10, 4.615476E+10, 4.742452E+10, 4.872598E+10, 5.005987E+10, 5.142691E+10, 5.282783E+10, 5.426339E+10, 5.573436E+10, 5.724153E+10, 5.878570E+10, 6.036767E+10, 6.198829E+10, 6.364841E+10, 6.534888E+10, 6.709059E+10, 6.887443E+10, 7.070133E+10, 7.257222E+10, 7.448805E+10, 7.644978E+10, 7.845841E+10, 8.051495E+10, 8.262042E+10, 8.477586E+10, 8.698235E+10, 8.924097E+10, 9.155283E+10, 9.391904E+10, 9.634078E+10, 9.881919E+10, 1.013555E+11, 1.039508E+11, 1.066066E+11, 1.093238E+11, 1.121040E+11, 1.149483E+11, 1.178582E+11, 1.208349E+11, 1.238798E+11, 1.269944E+11, 1.301801E+11, 1.334383E+11, 1.367706E+11, 1.401783E+11, 1.436632E+11, 1.472266E+11, 1.508704E+11, 1.545959E+11, 1.584050E+11, 1.622992E+11, 1.662804E+11, 1.703502E+11, 1.745104E+11, 1.787629E+11, 1.831094E+11, 1.875518E+11, 1.920921E+11, 1.967321E+11, 2.014738E+11, 2.063193E+11, 2.112706E+11, 2.163297E+11, 2.214988E+11, 2.267800E+11, 2.321755E+11, 2.376875E+11, 2.433183E+11, 2.490702E+11, 2.549454E+11, 2.609465E+11, 2.670758E+11, 2.733358E+11, 2.797289E+11, 2.862578E+11, 2.929250E+11, 2.997331E+11, 3.066848E+11, 3.137829E+11, 3.210302E+11, 3.284293E+11, 3.359832E+11, 3.436948E+11, 3.515671E+11, 3.596030E+11, 3.678057E+11, 3.761782E+11, 3.847236E+11, 3.934453E+11, 4.023464E+11, 4.114303E+11, 4.207003E+11, 4.301600E+11, 4.398126E+11, 4.496619E+11, 4.597113E+11, 4.699646E+11, 4.804255E+11, 4.910977E+11, 5.019851E+11, 5.130915E+11, 5.244210E+11, 5.359775E+11, 5.477652E+11, 5.597881E+11, 5.720506E+11, 5.845569E+11, 5.973113E+11, 6.103183E+11, 6.235823E+11, 6.371080E+11, 6.509000E+11, 6.649629E+11, 6.793016E+11, 6.939209E+11, 7.088257E+11, 7.240211E+11, 7.395121E+11, 7.553040E+11, 7.714019E+11, 7.878112E+11, 8.045373E+11, 8.215857E+11, 8.389619E+11, 8.566717E+11, 8.747207E+11, 8.931149E+11, 9.118601E+11, 9.309624E+11, 9.504278E+11, 9.702626E+11, 9.904731E+11, 1.011066E+12, 1.032047E+12, 1.053423E+12, 1.075201E+12, 1.097388E+12, 1.119990E+12, 1.143014E+12, 1.166468E+12, 1.190359E+12, 1.214694E+12, 1.239481E+12, 1.264726E+12, 1.290438E+12, 1.316625E+12, 1.343294E+12, 1.370452E+12, 1.398110E+12, 1.426273E+12, 1.454952E+12, 1.484154E+12, 1.513888E+12, 1.544162E+12, 1.574986E+12, 1.606368E+12, 1.638317E+12, 1.670843E+12, 1.703956E+12, 1.737663E+12, 1.771976E+12, 1.806904E+12, 1.842456E+12, 1.878643E+12, 1.915475E+12, 1.952962E+12, 1.991115E+12, 2.029945E+12, 2.069461E+12, 2.109676E+12, 2.150600E+12, 2.192244E+12, 2.234620E+12, 2.277739E+12, 2.321613E+12, ]) # ============================ M = 44, I = 2 ============================ #M = 44 #I = 2 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 2.026302E+01, 1.900655E+02, 3.788323E+02, 5.676714E+02, 7.570114E+02, 9.485593E+02, # 1.145410E+03, 1.351269E+03, 1.569800E+03, 1.804400E+03, 2.058243E+03, 2.334406E+03, # 2.635997E+03, 2.966254E+03, 3.328620E+03, 3.726796E+03, 4.164787E+03, 4.646930E+03, # 5.177937E+03, 5.762915E+03, 6.407404E+03, 7.117410E+03, 7.899435E+03, 8.760518E+03, # 9.708269E+03, 1.075091E+04, 1.189733E+04, 1.315711E+04, 1.454059E+04, 1.605890E+04, # 1.772403E+04, 1.954891E+04, 2.154740E+04, 2.373442E+04, 2.612599E+04, 2.873931E+04, # 3.159281E+04, 3.470627E+04, 3.810087E+04, 4.179926E+04, 4.582572E+04, 5.020619E+04, # 5.496838E+04, 6.014192E+04, 6.575841E+04, 7.185160E+04, 7.845746E+04, 8.561432E+04, # 9.336306E+04, 1.017472E+05, 1.108129E+05, 1.206096E+05, 1.311895E+05, 1.426084E+05, # 1.549253E+05, 1.682030E+05, 1.825082E+05, 1.979115E+05, 2.144880E+05, 2.323170E+05, # 2.514827E+05, 2.720744E+05, 2.941864E+05, 3.179187E+05, 3.433769E+05, 3.706728E+05, # 3.999246E+05, 4.312572E+05, 4.648025E+05, 5.006996E+05, 5.390956E+05, 5.801458E+05, # 6.240135E+05, 6.708716E+05, 7.209017E+05, 7.742956E+05, 8.312552E+05, 8.919931E+05, # 9.567332E+05, 1.025711E+06, 1.099175E+06, 1.177384E+06, 1.260615E+06, 1.349154E+06, # 1.443304E+06, 1.543384E+06, 1.649727E+06, 1.762684E+06, 1.882624E+06, 2.009933E+06, # 2.145017E+06, 2.288299E+06, 2.440226E+06, 2.601266E+06, 2.771908E+06, 2.952664E+06, # 3.144072E+06, 3.346695E+06, 3.561122E+06, 3.787970E+06, 4.027883E+06, 4.281536E+06, # 4.549635E+06, 4.832919E+06, 5.132159E+06, 5.448161E+06, 5.781768E+06, 6.133860E+06, # 6.505357E+06, 6.897219E+06, 7.310449E+06, 7.746092E+06, 8.205240E+06, 8.689034E+06, # 9.198659E+06, 9.735357E+06, 1.030042E+07, 1.089519E+07, 1.152108E+07, 1.217955E+07, # 1.287212E+07, 1.360037E+07, 1.436597E+07, 1.517064E+07, 1.601616E+07, 1.690441E+07, # 1.783732E+07, 1.881692E+07, 1.984530E+07, 2.092465E+07, 2.205724E+07, 2.324544E+07, # 2.449171E+07, 2.579859E+07, 2.716875E+07, 2.860493E+07, 3.011000E+07, 3.168693E+07, # 3.333882E+07, 3.506887E+07, 3.688041E+07, 3.877690E+07, 4.076193E+07, 4.283921E+07, # 4.501260E+07, 4.728612E+07, 4.966392E+07, 5.215030E+07, 5.474973E+07, 5.746685E+07, # 6.030645E+07, 6.327350E+07, 6.637317E+07, 6.961079E+07, 7.299189E+07, 7.652221E+07, # 8.020768E+07, 8.405444E+07, 8.806886E+07, 9.225753E+07, 9.662726E+07, 1.011851E+08, # 1.059384E+08, 1.108946E+08, 1.160617E+08, 1.214476E+08, 1.270607E+08, 1.329097E+08, # 1.390036E+08, 1.453514E+08, 1.519630E+08, 1.588479E+08, 1.660166E+08, 1.734795E+08, # 1.812476E+08, 1.893320E+08, 1.977444E+08, 2.064969E+08, 2.156018E+08, 2.250719E+08, # 2.349204E+08, 2.451611E+08, 2.558079E+08, 2.668754E+08, 2.783786E+08, 2.903331E+08, # 3.027547E+08, 3.156600E+08, 3.290660E+08, 3.429901E+08, 3.574505E+08, 3.724659E+08, # 3.880554E+08, 4.042389E+08, 4.210368E+08, 4.384702E+08, 4.565608E+08, 4.753309E+08, # 4.948036E+08, 5.150027E+08, 5.359527E+08, 5.576787E+08, 5.802068E+08, 6.035636E+08, # 6.277767E+08, 6.528745E+08, 6.788861E+08, 7.058418E+08, 7.337722E+08, 7.627095E+08, # 7.926863E+08, 8.237364E+08, 8.558945E+08, 8.891963E+08, 9.236787E+08, 9.593794E+08, # 9.963373E+08, 1.034592E+09, 1.074186E+09, 1.115161E+09, 1.157559E+09, 1.201427E+09, # 1.246810E+09, 1.293755E+09, 1.342311E+09, 1.392528E+09, 1.444458E+09, 1.498153E+09, # 1.553667E+09, 1.611056E+09, 1.670378E+09, 1.731692E+09, 1.795057E+09, 1.860536E+09, # 1.928192E+09, 1.998092E+09, 2.070302E+09, 2.144892E+09, 2.221933E+09, 2.301497E+09, # 2.383659E+09, 2.468496E+09, 2.556086E+09, 2.646512E+09, 2.739855E+09, 2.836200E+09, # 2.935636E+09, 3.038252E+09, 3.144140E+09, 3.253395E+09, 3.366113E+09, 3.482393E+09, # 3.602338E+09, 3.726052E+09, 3.853643E+09, 3.985220E+09, 4.120896E+09, 4.260787E+09, # 4.405012E+09, 4.553691E+09, 4.706949E+09, 4.864915E+09, 5.027720E+09, 5.195496E+09, # 5.368382E+09, 5.546520E+09, 5.730052E+09, 5.919128E+09, 6.113899E+09, 6.314521E+09, # 6.521152E+09, 6.733956E+09, 6.953099E+09, 7.178754E+09, 7.411094E+09, 7.650300E+09, # 7.896556E+09, 8.150050E+09, 8.410974E+09, 8.679527E+09, 8.955909E+09, 9.240329E+09, # 9.532997E+09, 9.834131E+09, 1.014395E+10, 1.046269E+10, 1.079057E+10, 1.112784E+10, # 1.147474E+10, 1.183152E+10, 1.219843E+10, 1.257573E+10, 1.296370E+10, 1.336260E+10, # 1.377271E+10, 1.419433E+10, 1.462773E+10, 1.507323E+10, 1.553112E+10, 1.600173E+10, # 1.648536E+10, 1.698236E+10, 1.749304E+10, 1.801776E+10, 1.855686E+10, 1.911071E+10, # 1.967966E+10, 2.026410E+10, 2.086440E+10, 2.148095E+10, 2.211416E+10, 2.276443E+10, # 2.343218E+10, 2.411784E+10, 2.482184E+10, 2.554462E+10, 2.628665E+10, 2.704839E+10, # 2.783030E+10, 2.863289E+10, 2.945664E+10, 3.030206E+10, 3.116966E+10, 3.205999E+10, # 3.297357E+10, 3.391096E+10, 3.487272E+10, 3.585942E+10, 3.687167E+10, 3.791004E+10, # 3.897517E+10, 4.006767E+10, 4.118818E+10, 4.233735E+10, 4.351586E+10, 4.472438E+10, # 4.596360E+10, 4.723424E+10, 4.853701E+10, 4.987266E+10, 5.124194E+10, 5.264561E+10, # 5.408448E+10, 5.555932E+10, 5.707097E+10, 5.862026E+10, 6.020804E+10, 6.183518E+10, # 6.350256E+10, 6.521109E+10, 6.696169E+10, 6.875531E+10, 7.059291E+10, 7.247546E+10, # 7.440396E+10, 7.637944E+10, 7.840294E+10, 8.047551E+10, 8.259824E+10, 8.477224E+10, # 8.699862E+10, 8.927854E+10, 9.161316E+10, 9.400368E+10, 9.645133E+10, 9.895733E+10, # 1.015230E+11, 1.041495E+11, 1.068383E+11, 1.095906E+11, 1.124079E+11, 1.152915E+11, # 1.182429E+11, 1.212634E+11, 1.243547E+11, 1.275181E+11, 1.307553E+11, 1.340677E+11, # 1.374570E+11, 1.409248E+11, 1.444727E+11, 1.481025E+11, 1.518158E+11, 1.556144E+11, # 1.595002E+11, 1.634748E+11, 1.675402E+11, 1.716982E+11, 1.759508E+11, 1.802999E+11, # 1.847475E+11, 1.892956E+11, 1.939464E+11, 1.987020E+11, 2.035643E+11, 2.085358E+11, # 2.136185E+11, 2.188148E+11, 2.241269E+11, 2.295573E+11, 2.351083E+11, 2.407823E+11, # 2.465819E+11, 2.525095E+11, 2.585678E+11, 2.647593E+11, 2.710868E+11, 2.775530E+11, # 2.841605E+11, 2.909123E+11, 2.978112E+11, 3.048602E+11, 3.120621E+11, 3.194201E+11, # 3.269372E+11, 3.346165E+11, 3.424613E+11, 3.504747E+11, 3.586602E+11, 3.670209E+11, # 3.755605E+11, 3.842823E+11, 3.931900E+11, 4.022870E+11, 4.115771E+11, 4.210641E+11, # 4.307516E+11, 4.406437E+11, 4.507442E+11, 4.610571E+11, 4.715865E+11, 4.823366E+11, # 4.933115E+11, 5.045156E+11, 5.159531E+11, 5.276287E+11, 5.395467E+11, 5.517117E+11, # 5.641285E+11, 5.768018E+11, 5.897364E+11, 6.029372E+11, 6.164092E+11, 6.301575E+11, # 6.441873E+11, 6.585039E+11, 6.731125E+11, 6.880186E+11, 7.032278E+11, 7.187456E+11, # 7.345778E+11, 7.507302E+11, 7.672087E+11, 7.840193E+11, 8.011682E+11, 8.186614E+11, # 8.365054E+11, 8.547065E+11, 8.732713E+11, 8.922064E+11, 9.115186E+11, 9.312146E+11, # 9.513016E+11, 9.717865E+11, 9.926765E+11, 1.013979E+12, 1.035701E+12, 1.057851E+12, # 1.080436E+12, 1.103464E+12, 1.126943E+12, 1.150880E+12, 1.175285E+12, 1.200166E+12, # 1.225530E+12, 1.251386E+12, 1.277744E+12, 1.304612E+12, 1.331999E+12, 1.359914E+12, # 1.388367E+12, 1.417367E+12, 1.446924E+12, 1.477047E+12, 1.507746E+12, 1.539032E+12, # 1.570914E+12, 1.603404E+12, 1.636510E+12, 1.670246E+12, 1.704620E+12, 1.739644E+12, # 1.775330E+12, 1.811690E+12, 1.848733E+12, 1.886473E+12, 1.924921E+12, 1.964089E+12, # 2.003990E+12, 2.044637E+12, 2.086041E+12, #]) # ============================ M = 44, I = 3 ============================ #M = 44 #I = 3 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 5.937613E+01, 5.560196E+02, 1.108143E+03, 1.660488E+03, 2.214311E+03, 2.774611E+03, # 3.350442E+03, 3.952652E+03, 4.591963E+03, 5.278320E+03, 6.021014E+03, 6.829058E+03, # 7.711556E+03, 8.677996E+03, 9.738464E+03, 1.090381E+04, 1.218577E+04, 1.359706E+04, # 1.515150E+04, 1.686406E+04, 1.875100E+04, 2.082993E+04, 2.311993E+04, 2.564166E+04, # 2.841745E+04, 3.147146E+04, 3.482975E+04, 3.852050E+04, 4.257404E+04, 4.702312E+04, # 5.190298E+04, 5.725156E+04, 6.310967E+04, 6.952117E+04, 7.653320E+04, 8.419632E+04, # 9.256483E+04, 1.016969E+05, 1.116549E+05, 1.225056E+05, 1.343204E+05, 1.471759E+05, # 1.611536E+05, 1.763410E+05, 1.928313E+05, 2.107240E+05, 2.301251E+05, 2.511480E+05, # 2.739133E+05, 2.985493E+05, 3.251929E+05, 3.539897E+05, 3.850943E+05, 4.186715E+05, # 4.548961E+05, 4.939538E+05, 5.360418E+05, 5.813696E+05, 6.301590E+05, 6.826456E+05, # 7.390789E+05, 7.997234E+05, 8.648589E+05, 9.347821E+05, 1.009807E+06, 1.090265E+06, # 1.176507E+06, 1.268904E+06, 1.367849E+06, 1.473755E+06, 1.587061E+06, 1.708227E+06, # 1.837741E+06, 1.976116E+06, 2.123896E+06, 2.281650E+06, 2.449982E+06, 2.629525E+06, # 2.820949E+06, 3.024955E+06, 3.242286E+06, 3.473719E+06, 3.720074E+06, 3.982214E+06, # 4.261045E+06, 4.557518E+06, 4.872634E+06, 5.207446E+06, 5.563055E+06, 5.940622E+06, # 6.341362E+06, 6.766551E+06, 7.217530E+06, 7.695700E+06, 8.202535E+06, 8.739577E+06, # 9.308444E+06, 9.910830E+06, 1.054851E+07, 1.122334E+07, 1.193726E+07, 1.269232E+07, # 1.349064E+07, 1.433446E+07, 1.522610E+07, 1.616800E+07, 1.716271E+07, 1.821289E+07, # 1.932134E+07, 2.049095E+07, 2.172477E+07, 2.302597E+07, 2.439786E+07, 2.584390E+07, # 2.736771E+07, 2.897304E+07, 3.066383E+07, 3.244418E+07, 3.431836E+07, 3.629083E+07, # 3.836623E+07, 4.054942E+07, 4.284542E+07, 4.525950E+07, 4.779714E+07, 5.046405E+07, # 5.326615E+07, 5.620963E+07, 5.930093E+07, 6.254675E+07, 6.595405E+07, 6.953009E+07, # 7.328240E+07, 7.721884E+07, 8.134755E+07, 8.567703E+07, 9.021607E+07, 9.497385E+07, # 9.995988E+07, 1.051840E+08, 1.106566E+08, 1.163883E+08, 1.223902E+08, 1.286737E+08, # 1.352508E+08, 1.421340E+08, 1.493361E+08, 1.568704E+08, 1.647508E+08, 1.729917E+08, # 1.816079E+08, 1.906150E+08, 2.000290E+08, 2.098665E+08, 2.201447E+08, 2.308815E+08, # 2.420954E+08, 2.538056E+08, 2.660319E+08, 2.787949E+08, 2.921160E+08, 3.060172E+08, # 3.205215E+08, 3.356524E+08, 3.514345E+08, 3.678931E+08, 3.850546E+08, 4.029460E+08, # 4.215955E+08, 4.410322E+08, 4.612862E+08, 4.823886E+08, 5.043715E+08, 5.272684E+08, # 5.511135E+08, 5.759424E+08, 6.017921E+08, 6.287003E+08, 6.567066E+08, 6.858513E+08, # 7.161766E+08, 7.477256E+08, 7.805433E+08, 8.146758E+08, 8.501709E+08, 8.870778E+08, # 9.254476E+08, 9.653328E+08, 1.006788E+09, 1.049868E+09, 1.094632E+09, 1.141140E+09, # 1.189452E+09, 1.239632E+09, 1.291746E+09, 1.345861E+09, 1.402048E+09, 1.460378E+09, # 1.520924E+09, 1.583765E+09, 1.648979E+09, 1.716646E+09, 1.786851E+09, 1.859680E+09, # 1.935222E+09, 2.013569E+09, 2.094816E+09, 2.179059E+09, 2.266400E+09, 2.356942E+09, # 2.450790E+09, 2.548056E+09, 2.648851E+09, 2.753293E+09, 2.861501E+09, 2.973598E+09, # 3.089712E+09, 3.209973E+09, 3.334516E+09, 3.463478E+09, 3.597004E+09, 3.735240E+09, # 3.878336E+09, 4.026448E+09, 4.179736E+09, 4.338364E+09, 4.502501E+09, 4.672321E+09, # 4.848004E+09, 5.029732E+09, 5.217696E+09, 5.412090E+09, 5.613114E+09, 5.820973E+09, # 6.035879E+09, 6.258049E+09, 6.487707E+09, 6.725082E+09, 6.970410E+09, 7.223933E+09, # 7.485901E+09, 7.756570E+09, 8.036202E+09, 8.325067E+09, 8.623444E+09, 8.931616E+09, # 9.249878E+09, 9.578528E+09, 9.917877E+09, 1.026824E+10, 1.062995E+10, 1.100333E+10, # 1.138872E+10, 1.178649E+10, 1.219699E+10, 1.262059E+10, 1.305768E+10, 1.350864E+10, # 1.397387E+10, 1.445380E+10, 1.494883E+10, 1.545941E+10, 1.598597E+10, 1.652898E+10, # 1.708890E+10, 1.766621E+10, 1.826140E+10, 1.887499E+10, 1.950748E+10, 2.015940E+10, # 2.083131E+10, 2.152376E+10, 2.223732E+10, 2.297258E+10, 2.373014E+10, 2.451062E+10, # 2.531464E+10, 2.614287E+10, 2.699595E+10, 2.787458E+10, 2.877944E+10, 2.971126E+10, # 3.067077E+10, 3.165871E+10, 3.267586E+10, 3.372299E+10, 3.480093E+10, 3.591049E+10, # 3.705252E+10, 3.822790E+10, 3.943750E+10, 4.068223E+10, 4.196303E+10, 4.328086E+10, # 4.463668E+10, 4.603150E+10, 4.746634E+10, 4.894225E+10, 5.046030E+10, 5.202159E+10, # 5.362725E+10, 5.527842E+10, 5.697629E+10, 5.872206E+10, 6.051696E+10, 6.236225E+10, # 6.425924E+10, 6.620923E+10, 6.821359E+10, 7.027369E+10, 7.239096E+10, 7.456684E+10, # 7.680281E+10, 7.910039E+10, 8.146113E+10, 8.388662E+10, 8.637848E+10, 8.893836E+10, # 9.156797E+10, 9.426904E+10, 9.704335E+10, 9.989270E+10, 1.028190E+11, 1.058240E+11, # 1.089098E+11, 1.120783E+11, 1.153316E+11, 1.186717E+11, 1.221007E+11, 1.256209E+11, # 1.292343E+11, 1.329434E+11, 1.367503E+11, 1.406575E+11, 1.446673E+11, 1.487823E+11, # 1.530049E+11, 1.573378E+11, 1.617835E+11, 1.663448E+11, 1.710243E+11, 1.758250E+11, # 1.807496E+11, 1.858012E+11, 1.909826E+11, 1.962970E+11, 2.017474E+11, 2.073370E+11, # 2.130692E+11, 2.189472E+11, 2.249745E+11, 2.311544E+11, 2.374905E+11, 2.439865E+11, # 2.506460E+11, 2.574728E+11, 2.644708E+11, 2.716438E+11, 2.789960E+11, 2.865313E+11, # 2.942539E+11, 3.021682E+11, 3.102784E+11, 3.185890E+11, 3.271046E+11, 3.358298E+11, # 3.447692E+11, 3.539278E+11, 3.633104E+11, 3.729220E+11, 3.827678E+11, 3.928530E+11, # 4.031829E+11, 4.137630E+11, 4.245987E+11, 4.356959E+11, 4.470602E+11, 4.586975E+11, # 4.706138E+11, 4.828154E+11, 4.953083E+11, 5.080990E+11, 5.211941E+11, 5.346001E+11, # 5.483237E+11, 5.623720E+11, 5.767519E+11, 5.914706E+11, 6.065354E+11, 6.219538E+11, # 6.377333E+11, 6.538818E+11, 6.704071E+11, 6.873174E+11, 7.046207E+11, 7.223255E+11, # 7.404404E+11, 7.589739E+11, 7.779351E+11, 7.973329E+11, 8.171766E+11, 8.374755E+11, # 8.582393E+11, 8.794777E+11, 9.012006E+11, 9.234181E+11, 9.461407E+11, 9.693788E+11, # 9.931431E+11, 1.017445E+12, 1.042294E+12, 1.067704E+12, 1.093684E+12, 1.120248E+12, # 1.147407E+12, 1.175173E+12, 1.203558E+12, 1.232576E+12, 1.262239E+12, 1.292561E+12, # 1.323554E+12, 1.355233E+12, 1.387611E+12, 1.420703E+12, 1.454523E+12, 1.489085E+12, # 1.524405E+12, 1.560498E+12, 1.597380E+12, 1.635065E+12, 1.673571E+12, 1.712914E+12, # 1.753109E+12, 1.794176E+12, 1.836129E+12, 1.878988E+12, 1.922771E+12, 1.967494E+12, # 2.013178E+12, 2.059840E+12, 2.107501E+12, 2.156179E+12, 2.205895E+12, 2.256669E+12, # 2.308522E+12, 2.361474E+12, 2.415548E+12, 2.470764E+12, 2.527145E+12, 2.584714E+12, # 2.643494E+12, 2.703507E+12, 2.764779E+12, 2.827332E+12, 2.891192E+12, 2.956383E+12, # 3.022932E+12, 3.090864E+12, 3.160205E+12, 3.230982E+12, 3.303223E+12, 3.376956E+12, # 3.452208E+12, 3.529009E+12, 3.607388E+12, 3.687374E+12, 3.768997E+12, 3.852290E+12, # 3.937282E+12, 4.024006E+12, 4.112494E+12, 4.202780E+12, 4.294896E+12, 4.388877E+12, # 4.484757E+12, 4.582572E+12, 4.682358E+12, 4.784151E+12, 4.887988E+12, 4.993906E+12, # 5.101945E+12, 5.212143E+12, 5.324540E+12, 5.439176E+12, 5.556093E+12, 5.675331E+12, # 5.796933E+12, 5.920943E+12, 6.047403E+12, 6.176359E+12, 6.307856E+12, 6.441940E+12, # 6.578657E+12, 6.718056E+12, 6.860184E+12, 7.005090E+12, 7.152825E+12, 7.303439E+12, # 7.456984E+12, 7.613512E+12, 7.773076E+12, #]) # ============================ M = 44, I = 4 ============================ #M = 44 #I = 4 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 5.938143E+01, 5.560705E+02, 1.108232E+03, 1.660589E+03, 2.214384E+03, 2.774602E+03, # 3.350285E+03, 3.952263E+03, 4.591237E+03, 5.277128E+03, 6.019200E+03, 6.826430E+03, # 7.707882E+03, 8.672998E+03, 9.731808E+03, 1.089510E+04, 1.217453E+04, 1.358274E+04, # 1.513342E+04, 1.684146E+04, 1.872296E+04, 2.079538E+04, 2.307762E+04, 2.559014E+04, # 2.835503E+04, 3.139619E+04, 3.473939E+04, 3.841242E+04, 4.244528E+04, 4.687023E+04, # 5.172204E+04, 5.703808E+04, 6.285853E+04, 6.922654E+04, 7.618846E+04, 8.379396E+04, # 9.209635E+04, 1.011527E+05, 1.110241E+05, 1.217760E+05, 1.334784E+05, 1.462059E+05, # 1.600384E+05, 1.750612E+05, 1.913652E+05, 2.090474E+05, 2.282111E+05, 2.489666E+05, # 2.714309E+05, 2.957289E+05, 3.219933E+05, 3.503651E+05, 3.809942E+05, 4.140399E+05, # 4.496711E+05, 4.880672E+05, 5.294185E+05, 5.739265E+05, 6.218050E+05, 6.732803E+05, # 7.285922E+05, 7.879944E+05, 8.517551E+05, 9.201581E+05, 9.935036E+05, 1.072108E+06, # 1.156308E+06, 1.246455E+06, 1.342922E+06, 1.446105E+06, 1.556418E+06, 1.674298E+06, # 1.800208E+06, 1.934634E+06, 2.078086E+06, 2.231106E+06, 2.394260E+06, 2.568145E+06, # 2.753389E+06, 2.950653E+06, 3.160630E+06, 3.384050E+06, 3.621680E+06, 3.874323E+06, # 4.142825E+06, 4.428072E+06, 4.730995E+06, 5.052568E+06, 5.393816E+06, 5.755811E+06, # 6.139677E+06, 6.546591E+06, 6.977788E+06, 7.434559E+06, 7.918256E+06, 8.430295E+06, # 8.972157E+06, 9.545390E+06, 1.015162E+07, 1.079252E+07, 1.146989E+07, 1.218556E+07, # 1.294147E+07, 1.373964E+07, 1.458216E+07, 1.547126E+07, 1.640921E+07, 1.739842E+07, # 1.844139E+07, 1.954073E+07, 2.069914E+07, 2.191948E+07, 2.320468E+07, 2.455784E+07, # 2.598215E+07, 2.748096E+07, 2.905775E+07, 3.071613E+07, 3.245988E+07, 3.429292E+07, # 3.621934E+07, 3.824337E+07, 4.036944E+07, 4.260214E+07, 4.494624E+07, 4.740672E+07, # 4.998871E+07, 5.269759E+07, 5.553892E+07, 5.851848E+07, 6.164228E+07, 6.491656E+07, # 6.834778E+07, 7.194266E+07, 7.570816E+07, 7.965154E+07, 8.378027E+07, 8.810214E+07, # 9.262522E+07, 9.735787E+07, 1.023088E+08, 1.074869E+08, 1.129015E+08, 1.185623E+08, # 1.244793E+08, 1.306628E+08, 1.371236E+08, 1.438726E+08, 1.509215E+08, 1.582821E+08, # 1.659666E+08, 1.739880E+08, 1.823591E+08, 1.910938E+08, 2.002061E+08, 2.097106E+08, # 2.196223E+08, 2.299567E+08, 2.407301E+08, 2.519589E+08, 2.636605E+08, 2.758525E+08, # 2.885532E+08, 3.017817E+08, 3.155574E+08, 3.299006E+08, 3.448321E+08, 3.603734E+08, # 3.765468E+08, 3.933751E+08, 4.108820E+08, 4.290919E+08, 4.480299E+08, 4.677221E+08, # 4.881951E+08, 5.094766E+08, 5.315951E+08, 5.545798E+08, 5.784610E+08, 6.032699E+08, # 6.290386E+08, 6.558001E+08, 6.835885E+08, 7.124389E+08, 7.423875E+08, 7.734716E+08, # 8.057294E+08, 8.392004E+08, 8.739252E+08, 9.099458E+08, 9.473050E+08, 9.860472E+08, # 1.026218E+09, 1.067864E+09, 1.111034E+09, 1.155778E+09, 1.202145E+09, 1.250190E+09, # 1.299965E+09, 1.351526E+09, 1.404931E+09, 1.460237E+09, 1.517506E+09, 1.576798E+09, # 1.638178E+09, 1.701711E+09, 1.767464E+09, 1.835506E+09, 1.905908E+09, 1.978742E+09, # 2.054084E+09, 2.132010E+09, 2.212598E+09, 2.295930E+09, 2.382088E+09, 2.471159E+09, # 2.563228E+09, 2.658385E+09, 2.756724E+09, 2.858337E+09, 2.963323E+09, 3.071779E+09, # 3.183809E+09, 3.299516E+09, 3.419008E+09, 3.542394E+09, 3.669787E+09, 3.801303E+09, # 3.937060E+09, 4.077178E+09, 4.221783E+09, 4.371001E+09, 4.524963E+09, 4.683804E+09, # 4.847658E+09, 5.016668E+09, 5.190976E+09, 5.370731E+09, 5.556081E+09, 5.747183E+09, # 5.944193E+09, 6.147273E+09, 6.356590E+09, 6.572312E+09, 6.794613E+09, 7.023670E+09, # 7.259666E+09, 7.502786E+09, 7.753220E+09, 8.011162E+09, 8.276813E+09, 8.550375E+09, # 8.832057E+09, 9.122072E+09, 9.420636E+09, 9.727975E+09, 1.004431E+10, 1.036989E+10, # 1.070493E+10, 1.104969E+10, 1.140441E+10, 1.176935E+10, 1.214477E+10, 1.253093E+10, # 1.292811E+10, 1.333657E+10, 1.375661E+10, 1.418852E+10, 1.463258E+10, 1.508910E+10, # 1.555839E+10, 1.604076E+10, 1.653654E+10, 1.704605E+10, 1.756962E+10, 1.810761E+10, # 1.866035E+10, 1.922820E+10, 1.981154E+10, 2.041072E+10, 2.102613E+10, 2.165815E+10, # 2.230718E+10, 2.297363E+10, 2.365789E+10, 2.436039E+10, 2.508156E+10, 2.582182E+10, # 2.658164E+10, 2.736145E+10, 2.816173E+10, 2.898293E+10, 2.982555E+10, 3.069007E+10, # 3.157699E+10, 3.248682E+10, 3.342008E+10, 3.437729E+10, 3.535900E+10, 3.636575E+10, # 3.739810E+10, 3.845663E+10, 3.954191E+10, 4.065454E+10, 4.179511E+10, 4.296424E+10, # 4.416256E+10, 4.539071E+10, 4.664932E+10, 4.793907E+10, 4.926062E+10, 5.061466E+10, # 5.200189E+10, 5.342301E+10, 5.487874E+10, 5.636984E+10, 5.789703E+10, 5.946108E+10, # 6.106278E+10, 6.270289E+10, 6.438224E+10, 6.610163E+10, 6.786190E+10, 6.966390E+10, # 7.150847E+10, 7.339650E+10, 7.532887E+10, 7.730650E+10, 7.933029E+10, 8.140119E+10, # 8.352015E+10, 8.568814E+10, 8.790613E+10, 9.017513E+10, 9.249616E+10, 9.487025E+10, # 9.729844E+10, 9.978181E+10, 1.023214E+11, 1.049184E+11, 1.075739E+11, 1.102890E+11, # 1.130649E+11, 1.159027E+11, 1.188037E+11, 1.217690E+11, 1.248000E+11, 1.278978E+11, # 1.310636E+11, 1.342989E+11, 1.376050E+11, 1.409830E+11, 1.444344E+11, 1.479606E+11, # 1.515630E+11, 1.552430E+11, 1.590019E+11, 1.628413E+11, 1.667626E+11, 1.707674E+11, # 1.748572E+11, 1.790334E+11, 1.832978E+11, 1.876518E+11, 1.920970E+11, 1.966352E+11, # 2.012680E+11, 2.059970E+11, 2.108239E+11, 2.157506E+11, 2.207787E+11, 2.259100E+11, # 2.311464E+11, 2.364897E+11, 2.419416E+11, 2.475042E+11, 2.531793E+11, 2.589688E+11, # 2.648748E+11, 2.708991E+11, 2.770438E+11, 2.833110E+11, 2.897027E+11, 2.962209E+11, # 3.028679E+11, 3.096458E+11, 3.165567E+11, 3.236029E+11, 3.307865E+11, 3.381099E+11, # 3.455753E+11, 3.531851E+11, 3.609416E+11, 3.688471E+11, 3.769042E+11, 3.851151E+11, # 3.934824E+11, 4.020087E+11, 4.106963E+11, 4.195479E+11, 4.285660E+11, 4.377533E+11, # 4.471124E+11, 4.566460E+11, 4.663568E+11, 4.762476E+11, 4.863211E+11, 4.965801E+11, # 5.070275E+11, 5.176661E+11, 5.284988E+11, 5.395286E+11, 5.507584E+11, 5.621913E+11, # 5.738302E+11, 5.856782E+11, 5.977384E+11, 6.100140E+11, 6.225080E+11, 6.352238E+11, # 6.481645E+11, 6.613334E+11, 6.747337E+11, 6.883689E+11, 7.022422E+11, 7.163570E+11, # 7.307169E+11, 7.453251E+11, 7.601854E+11, 7.753010E+11, 7.906757E+11, 8.063130E+11, # 8.222165E+11, 8.383899E+11, 8.548370E+11, 8.715613E+11, 8.885667E+11, 9.058569E+11, # 9.234359E+11, 9.413074E+11, 9.594754E+11, 9.779437E+11, 9.967163E+11, 1.015797E+12, # 1.035191E+12, 1.054900E+12, 1.074930E+12, 1.095285E+12, 1.115969E+12, 1.136985E+12, # 1.158338E+12, 1.180033E+12, 1.202074E+12, 1.224464E+12, 1.247209E+12, 1.270313E+12, # 1.293779E+12, 1.317613E+12, 1.341819E+12, 1.366401E+12, 1.391364E+12, 1.416713E+12, # 1.442451E+12, 1.468585E+12, 1.495117E+12, 1.522053E+12, 1.549398E+12, 1.577156E+12, # 1.605332E+12, 1.633930E+12, 1.662956E+12, 1.692414E+12, 1.722309E+12, 1.752646E+12, # 1.783430E+12, 1.814665E+12, 1.846357E+12, 1.878510E+12, 1.911130E+12, 1.944220E+12, # 1.977787E+12, 2.011835E+12, 2.046369E+12, 2.081394E+12, 2.116916E+12, 2.152938E+12, # 2.189467E+12, 2.226507E+12, 2.264063E+12, 2.302141E+12, 2.340746E+12, 2.379881E+12, # 2.419554E+12, 2.459768E+12, 2.500528E+12, 2.541841E+12, 2.583711E+12, 2.626142E+12, # 2.669141E+12, 2.712712E+12, 2.756860E+12, #]) # ============================ M = 44, I = 5 ============================ #M = 44 #I = 5 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 6.089545E+01, 5.712682E+02, 1.138666E+03, 1.706332E+03, 2.275581E+03, 2.851569E+03, # 3.443628E+03, 4.062932E+03, 4.720532E+03, 5.426688E+03, 6.190997E+03, 7.022774E+03, # 7.931441E+03, 8.926822E+03, 1.001937E+04, 1.122035E+04, 1.254193E+04, 1.399732E+04, # 1.560089E+04, 1.736821E+04, 1.931620E+04, 2.146321E+04, 2.382914E+04, 2.643554E+04, # 2.930574E+04, 3.246499E+04, 3.594057E+04, 3.976195E+04, 4.396098E+04, 4.857198E+04, # 5.363197E+04, 5.918083E+04, 6.526153E+04, 7.192025E+04, 7.920670E+04, 8.717429E+04, # 9.588037E+04, 1.053865E+05, 1.157587E+05, 1.270679E+05, 1.393898E+05, 1.528058E+05, # 1.674027E+05, 1.832737E+05, 2.005182E+05, 2.192425E+05, 2.395601E+05, 2.615923E+05, # 2.854683E+05, 3.113262E+05, 3.393131E+05, 3.695855E+05, 4.023103E+05, 4.376654E+05, # 4.758397E+05, 5.170344E+05, 5.614634E+05, 6.093538E+05, 6.609472E+05, 7.164999E+05, # 7.762842E+05, 8.405888E+05, 9.097202E+05, 9.840032E+05, 1.063782E+06, 1.149422E+06, # 1.241309E+06, 1.339852E+06, 1.445484E+06, 1.558664E+06, 1.679876E+06, 1.809633E+06, # 1.948476E+06, 2.096978E+06, 2.255744E+06, 2.425410E+06, 2.606653E+06, 2.800184E+06, # 3.006751E+06, 3.227149E+06, 3.462210E+06, 3.712816E+06, 3.979893E+06, 4.264418E+06, # 4.567420E+06, 4.889983E+06, 5.233246E+06, 5.598411E+06, 5.986740E+06, 6.399560E+06, # 6.838269E+06, 7.304335E+06, 7.799301E+06, 8.324789E+06, 8.882501E+06, 9.474227E+06, # 1.010185E+07, 1.076733E+07, 1.147274E+07, 1.222027E+07, 1.301217E+07, 1.385085E+07, # 1.473880E+07, 1.567865E+07, 1.667316E+07, 1.772521E+07, 1.883782E+07, 2.001415E+07, # 2.125752E+07, 2.257140E+07, 2.395941E+07, 2.542536E+07, 2.697323E+07, 2.860718E+07, # 3.033154E+07, 3.215089E+07, 3.406996E+07, 3.609374E+07, 3.822742E+07, 4.047642E+07, # 4.284643E+07, 4.534336E+07, 4.797341E+07, 5.074303E+07, 5.365896E+07, 5.672826E+07, # 5.995825E+07, 6.335661E+07, 6.693134E+07, 7.069077E+07, 7.464359E+07, 7.879889E+07, # 8.316611E+07, 8.775511E+07, 9.257615E+07, 9.763994E+07, 1.029576E+08, 1.085408E+08, # 1.144016E+08, 1.205526E+08, 1.270069E+08, 1.337782E+08, 1.408806E+08, 1.483290E+08, # 1.561388E+08, 1.643259E+08, 1.729070E+08, 1.818994E+08, 1.913212E+08, 2.011910E+08, # 2.115284E+08, 2.223535E+08, 2.336874E+08, 2.455520E+08, 2.579699E+08, 2.709648E+08, # 2.845612E+08, 2.987845E+08, 3.136612E+08, 3.292187E+08, 3.454855E+08, 3.624912E+08, # 3.802665E+08, 3.988432E+08, 4.182545E+08, 4.385346E+08, 4.597192E+08, 4.818451E+08, # 5.049506E+08, 5.290755E+08, 5.542609E+08, 5.805495E+08, 6.079855E+08, 6.366149E+08, # 6.664850E+08, 6.976453E+08, 7.301468E+08, 7.640422E+08, 7.993865E+08, 8.362363E+08, # 8.746503E+08, 9.146896E+08, 9.564169E+08, 9.998977E+08, 1.045199E+09, 1.092392E+09, # 1.141548E+09, 1.192741E+09, 1.246050E+09, 1.301555E+09, 1.359339E+09, 1.419486E+09, # 1.482087E+09, 1.547233E+09, 1.615018E+09, 1.685542E+09, 1.758904E+09, 1.835211E+09, # 1.914570E+09, 1.997094E+09, 2.082898E+09, 2.172102E+09, 2.264830E+09, 2.361209E+09, # 2.461371E+09, 2.565453E+09, 2.673596E+09, 2.785944E+09, 2.902649E+09, 3.023864E+09, # 3.149751E+09, 3.280474E+09, 3.416204E+09, 3.557117E+09, 3.703395E+09, 3.855225E+09, # 4.012802E+09, 4.176324E+09, 4.345997E+09, 4.522035E+09, 4.704657E+09, 4.894088E+09, # 5.090563E+09, 5.294321E+09, 5.505610E+09, 5.724687E+09, 5.951816E+09, 6.187267E+09, # 6.431321E+09, 6.684267E+09, 6.946404E+09, 7.218037E+09, 7.499482E+09, 7.791067E+09, # 8.093125E+09, 8.406004E+09, 8.730059E+09, 9.065658E+09, 9.413178E+09, 9.773008E+09, # 1.014555E+10, 1.053122E+10, 1.093043E+10, 1.134364E+10, 1.177128E+10, 1.221382E+10, # 1.267174E+10, 1.314553E+10, 1.363570E+10, 1.414276E+10, 1.466726E+10, 1.520974E+10, # 1.577077E+10, 1.635094E+10, 1.695084E+10, 1.757109E+10, 1.821232E+10, 1.887520E+10, # 1.956039E+10, 2.026858E+10, 2.100048E+10, 2.175682E+10, 2.253836E+10, 2.334587E+10, # 2.418013E+10, 2.504197E+10, 2.593222E+10, 2.685175E+10, 2.780144E+10, 2.878221E+10, # 2.979498E+10, 3.084071E+10, 3.192040E+10, 3.303507E+10, 3.418574E+10, 3.537350E+10, # 3.659944E+10, 3.786469E+10, 3.917042E+10, 4.051781E+10, 4.190809E+10, 4.334251E+10, # 4.482236E+10, 4.634897E+10, 4.792370E+10, 4.954794E+10, 5.122313E+10, 5.295074E+10, # 5.473227E+10, 5.656928E+10, 5.846336E+10, 6.041614E+10, 6.242928E+10, 6.450452E+10, # 6.664361E+10, 6.884837E+10, 7.112064E+10, 7.346233E+10, 7.587540E+10, 7.836184E+10, # 8.092371E+10, 8.356312E+10, 8.628222E+10, 8.908324E+10, 9.196845E+10, 9.494016E+10, # 9.800078E+10, 1.011528E+11, 1.043986E+11, 1.077408E+11, 1.111822E+11, 1.147253E+11, # 1.183730E+11, 1.221280E+11, 1.259934E+11, 1.299720E+11, 1.340670E+11, 1.382814E+11, # 1.426185E+11, 1.470816E+11, 1.516740E+11, 1.563992E+11, 1.612608E+11, 1.662623E+11, # 1.714074E+11, 1.767000E+11, 1.821440E+11, 1.877432E+11, 1.935019E+11, 1.994242E+11, # 2.055144E+11, 2.117768E+11, 2.182159E+11, 2.248364E+11, 2.316429E+11, 2.386403E+11, # 2.458335E+11, 2.532274E+11, 2.608274E+11, 2.686386E+11, 2.766666E+11, 2.849167E+11, # 2.933947E+11, 3.021064E+11, 3.110577E+11, 3.202547E+11, 3.297036E+11, 3.394107E+11, # 3.493825E+11, 3.596258E+11, 3.701472E+11, 3.809538E+11, 3.920527E+11, 4.034511E+11, # 4.151565E+11, 4.271765E+11, 4.395189E+11, 4.521917E+11, 4.652030E+11, 4.785611E+11, # 4.922745E+11, 5.063521E+11, 5.208025E+11, 5.356351E+11, 5.508590E+11, 5.664837E+11, # 5.825191E+11, 5.989750E+11, 6.158615E+11, 6.331892E+11, 6.509685E+11, 6.692103E+11, # 6.879258E+11, 7.071261E+11, 7.268230E+11, 7.470282E+11, 7.677538E+11, 7.890122E+11, # 8.108159E+11, 8.331779E+11, 8.561113E+11, 8.796295E+11, 9.037464E+11, 9.284759E+11, # 9.538324E+11, 9.798305E+11, 1.006485E+12, 1.033812E+12, 1.061826E+12, 1.090543E+12, # 1.119980E+12, 1.150153E+12, 1.181079E+12, 1.212776E+12, 1.245261E+12, 1.278552E+12, # 1.312668E+12, 1.347628E+12, 1.383450E+12, 1.420154E+12, 1.457761E+12, 1.496290E+12, # 1.535763E+12, 1.576201E+12, 1.617626E+12, 1.660059E+12, 1.703524E+12, 1.748043E+12, # 1.793640E+12, 1.840340E+12, 1.888166E+12, 1.937143E+12, 1.987298E+12, 2.038656E+12, # 2.091244E+12, 2.145089E+12, 2.200218E+12, 2.256661E+12, 2.314445E+12, 2.373600E+12, # 2.434156E+12, 2.496144E+12, 2.559594E+12, 2.624539E+12, 2.691011E+12, 2.759043E+12, # 2.828668E+12, 2.899922E+12, 2.972839E+12, 3.047454E+12, 3.123805E+12, 3.201929E+12, # 3.281863E+12, 3.363646E+12, 3.447318E+12, 3.532918E+12, 3.620488E+12, 3.710069E+12, # 3.801704E+12, 3.895436E+12, 3.991309E+12, 4.089369E+12, 4.189662E+12, 4.292233E+12, # 4.397132E+12, 4.504406E+12, 4.614105E+12, 4.726280E+12, 4.840981E+12, 4.958262E+12, # 5.078176E+12, 5.200777E+12, 5.326121E+12, 5.454264E+12, 5.585264E+12, 5.719179E+12, # 5.856069E+12, 5.995996E+12, 6.139020E+12, 6.285206E+12, 6.434618E+12, 6.587320E+12, # 6.743380E+12, 6.902867E+12, 7.065848E+12, 7.232395E+12, 7.402580E+12, 7.576475E+12, # 7.754156E+12, 7.935697E+12, 8.121177E+12, 8.310674E+12, 8.504267E+12, 8.702040E+12, # 8.904074E+12, 9.110455E+12, 9.321268E+12, 9.536600E+12, 9.756542E+12, 9.981185E+12, # 1.021062E+13, 1.044494E+13, 1.068425E+13, 1.092863E+13, 1.117819E+13, 1.143304E+13, # 1.169327E+13, 1.195898E+13, 1.223029E+13, 1.250731E+13, 1.279014E+13, 1.307889E+13, # 1.337368E+13, 1.367463E+13, 1.398186E+13, 1.429548E+13, 1.461562E+13, 1.494240E+13, # 1.527595E+13, 1.561640E+13, 1.596388E+13, #]) # ============================ M = 44, I = 6 ============================ #M = 44 #I = 6 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 4.754866E+01, 4.472778E+02, 8.916359E+02, 1.336193E+03, 1.782331E+03, 2.235042E+03, # 2.702729E+03, 3.194988E+03, 3.721133E+03, 4.289909E+03, 4.909770E+03, 5.589265E+03, # 6.337351E+03, 7.163609E+03, 8.078399E+03, 9.092975E+03, 1.021958E+04, 1.147157E+04, # 1.286346E+04, 1.441108E+04, 1.613167E+04, 1.804397E+04, 2.016839E+04, 2.252712E+04, # 2.514428E+04, 2.804603E+04, 3.126081E+04, 3.481940E+04, 3.875522E+04, 4.310438E+04, # 4.790601E+04, 5.320235E+04, 5.903908E+04, 6.546546E+04, 7.253463E+04, 8.030386E+04, # 8.883483E+04, 9.819391E+04, 1.084525E+05, 1.196872E+05, 1.319805E+05, 1.454207E+05, # 1.601027E+05, 1.761282E+05, 1.936059E+05, 2.126526E+05, 2.333929E+05, 2.559602E+05, # 2.804972E+05, 3.071560E+05, 3.360995E+05, 3.675010E+05, 4.015457E+05, 4.384308E+05, # 4.783667E+05, 5.215771E+05, 5.683005E+05, 6.187903E+05, 6.733163E+05, 7.321651E+05, # 7.956413E+05, 8.640683E+05, 9.377896E+05, 1.017170E+06, 1.102595E+06, 1.194475E+06, # 1.293244E+06, 1.399362E+06, 1.513318E+06, 1.635625E+06, 1.766830E+06, 1.907511E+06, # 2.058278E+06, 2.219775E+06, 2.392684E+06, 2.577726E+06, 2.775660E+06, 2.987288E+06, # 3.213457E+06, 3.455059E+06, 3.713036E+06, 3.988380E+06, 4.282135E+06, 4.595403E+06, # 4.929342E+06, 5.285174E+06, 5.664181E+06, 6.067715E+06, 6.497197E+06, 6.954119E+06, # 7.440051E+06, 7.956642E+06, 8.505626E+06, 9.088820E+06, 9.708134E+06, 1.036557E+07, # 1.106324E+07, 1.180334E+07, 1.258818E+07, 1.342020E+07, 1.430192E+07, 1.523602E+07, # 1.622529E+07, 1.727264E+07, 1.838112E+07, 1.955396E+07, 2.079448E+07, 2.210621E+07, # 2.349279E+07, 2.495808E+07, 2.650606E+07, 2.814093E+07, 2.986707E+07, 3.168905E+07, # 3.361164E+07, 3.563983E+07, 3.777883E+07, 4.003406E+07, 4.241120E+07, 4.491616E+07, # 4.755512E+07, 5.033450E+07, 5.326102E+07, 5.634166E+07, 5.958372E+07, 6.299479E+07, # 6.658278E+07, 7.035593E+07, 7.432283E+07, 7.849239E+07, 8.287394E+07, 8.747713E+07, # 9.231204E+07, 9.738916E+07, 1.027194E+08, 1.083140E+08, 1.141848E+08, 1.203442E+08, # 1.268047E+08, 1.335796E+08, 1.406827E+08, 1.481282E+08, 1.559310E+08, 1.641065E+08, # 1.726706E+08, 1.816401E+08, 1.910320E+08, 2.008643E+08, 2.111556E+08, 2.219250E+08, # 2.331926E+08, 2.449790E+08, 2.573058E+08, 2.701951E+08, 2.836700E+08, 2.977545E+08, # 3.124733E+08, 3.278522E+08, 3.439176E+08, 3.606972E+08, 3.782194E+08, 3.965138E+08, # 4.156110E+08, 4.355427E+08, 4.563416E+08, 4.780415E+08, 5.006777E+08, 5.242864E+08, # 5.489052E+08, 5.745728E+08, 6.013295E+08, 6.292168E+08, 6.582776E+08, 6.885562E+08, # 7.200987E+08, 7.529523E+08, 7.871661E+08, 8.227907E+08, 8.598783E+08, 8.984830E+08, # 9.386606E+08, 9.804685E+08, 1.023966E+09, 1.069216E+09, 1.116280E+09, 1.165223E+09, # 1.216115E+09, 1.269024E+09, 1.324022E+09, 1.381183E+09, 1.440584E+09, 1.502304E+09, # 1.566423E+09, 1.633027E+09, 1.702201E+09, 1.774034E+09, 1.848619E+09, 1.926051E+09, # 2.006426E+09, 2.089845E+09, 2.176413E+09, 2.266235E+09, 2.359422E+09, 2.456088E+09, # 2.556348E+09, 2.660324E+09, 2.768139E+09, 2.879919E+09, 2.995797E+09, 3.115908E+09, # 3.240390E+09, 3.369386E+09, 3.503044E+09, 3.641515E+09, 3.784955E+09, 3.933524E+09, # 4.087387E+09, 4.246714E+09, 4.411678E+09, 4.582460E+09, 4.759244E+09, 4.942219E+09, # 5.131581E+09, 5.327529E+09, 5.530270E+09, 5.740015E+09, 5.956982E+09, 6.181394E+09, # 6.413482E+09, 6.653480E+09, 6.901632E+09, 7.158187E+09, 7.423400E+09, 7.697535E+09, # 7.980860E+09, 8.273652E+09, 8.576198E+09, 8.888787E+09, 9.211721E+09, 9.545306E+09, # 9.889859E+09, 1.024570E+10, 1.061317E+10, 1.099261E+10, 1.138436E+10, 1.178879E+10, # 1.220626E+10, 1.263716E+10, 1.308186E+10, 1.354078E+10, 1.401431E+10, 1.450287E+10, # 1.500690E+10, 1.552684E+10, 1.606313E+10, 1.661624E+10, 1.718664E+10, 1.777482E+10, # 1.838128E+10, 1.900653E+10, 1.965108E+10, 2.031549E+10, 2.100029E+10, 2.170605E+10, # 2.243334E+10, 2.318277E+10, 2.395492E+10, 2.475043E+10, 2.556992E+10, 2.641406E+10, # 2.728349E+10, 2.817891E+10, 2.910102E+10, 3.005052E+10, 3.102816E+10, 3.203467E+10, # 3.307083E+10, 3.413742E+10, 3.523525E+10, 3.636514E+10, 3.752792E+10, 3.872447E+10, # 3.995566E+10, 4.122239E+10, 4.252559E+10, 4.386620E+10, 4.524519E+10, 4.666354E+10, # 4.812227E+10, 4.962240E+10, 5.116500E+10, 5.275114E+10, 5.438193E+10, 5.605851E+10, # 5.778202E+10, 5.955364E+10, 6.137460E+10, 6.324611E+10, 6.516944E+10, 6.714589E+10, # 6.917677E+10, 7.126343E+10, 7.340724E+10, 7.560962E+10, 7.787200E+10, 8.019586E+10, # 8.258268E+10, 8.503402E+10, 8.755144E+10, 9.013653E+10, 9.279093E+10, 9.551632E+10, # 9.831441E+10, 1.011869E+11, 1.041357E+11, 1.071624E+11, 1.102691E+11, 1.134575E+11, # 1.167297E+11, 1.200876E+11, 1.235331E+11, 1.270685E+11, 1.306957E+11, 1.344170E+11, # 1.382345E+11, 1.421504E+11, 1.461671E+11, 1.502869E+11, 1.545121E+11, 1.588452E+11, # 1.632886E+11, 1.678449E+11, 1.725167E+11, 1.773065E+11, 1.822172E+11, 1.872513E+11, # 1.924118E+11, 1.977014E+11, 2.031230E+11, 2.086797E+11, 2.143744E+11, 2.202103E+11, # 2.261904E+11, 2.323180E+11, 2.385964E+11, 2.450288E+11, 2.516188E+11, 2.583697E+11, # 2.652851E+11, 2.723686E+11, 2.796238E+11, 2.870546E+11, 2.946647E+11, 3.024580E+11, # 3.104386E+11, 3.186103E+11, 3.269774E+11, 3.355441E+11, 3.443146E+11, 3.532933E+11, # 3.624846E+11, 3.718931E+11, 3.815234E+11, 3.913801E+11, 4.014681E+11, 4.117923E+11, # 4.223576E+11, 4.331691E+11, 4.442319E+11, 4.555513E+11, 4.671327E+11, 4.789815E+11, # 4.911032E+11, 5.035035E+11, 5.161882E+11, 5.291631E+11, 5.424342E+11, 5.560076E+11, # 5.698895E+11, 5.840861E+11, 5.986039E+11, 6.134495E+11, 6.286294E+11, 6.441505E+11, # 6.600196E+11, 6.762438E+11, 6.928302E+11, 7.097860E+11, 7.271188E+11, 7.448359E+11, # 7.629452E+11, 7.814543E+11, 8.003712E+11, 8.197040E+11, 8.394610E+11, 8.596504E+11, # 8.802809E+11, 9.013610E+11, 9.228996E+11, 9.449056E+11, 9.673882E+11, 9.903566E+11, # 1.013820E+12, 1.037789E+12, 1.062272E+12, 1.087280E+12, 1.112823E+12, 1.138910E+12, # 1.165553E+12, 1.192762E+12, 1.220548E+12, 1.248922E+12, 1.277895E+12, 1.307479E+12, # 1.337684E+12, 1.368523E+12, 1.400008E+12, 1.432151E+12, 1.464964E+12, 1.498460E+12, # 1.532652E+12, 1.567552E+12, 1.603174E+12, 1.639531E+12, 1.676637E+12, 1.714506E+12, # 1.753151E+12, 1.792588E+12, 1.832830E+12, 1.873893E+12, 1.915792E+12, 1.958541E+12, # 2.002157E+12, 2.046655E+12, 2.092051E+12, 2.138362E+12, 2.185604E+12, 2.233794E+12, # 2.282949E+12, 2.333086E+12, 2.384224E+12, 2.436380E+12, 2.489571E+12, 2.543818E+12, # 2.599138E+12, 2.655551E+12, 2.713076E+12, 2.771732E+12, 2.831541E+12, 2.892522E+12, # 2.954695E+12, 3.018082E+12, 3.082705E+12, 3.148584E+12, 3.215742E+12, 3.284201E+12, # 3.353984E+12, 3.425113E+12, 3.497613E+12, 3.571506E+12, 3.646818E+12, 3.723572E+12, # 3.801792E+12, 3.881506E+12, 3.962738E+12, 4.045513E+12, 4.129860E+12, 4.215803E+12, # 4.303371E+12, 4.392591E+12, 4.483491E+12, 4.576100E+12, 4.670446E+12, 4.766559E+12, # 4.864468E+12, 4.964204E+12, 5.065797E+12, 5.169279E+12, 5.274681E+12, 5.382035E+12, # 5.491373E+12, 5.602729E+12, 5.716136E+12, 5.831628E+12, 5.949240E+12, 6.069006E+12, # 6.190962E+12, 6.315144E+12, 6.441588E+12, 6.570332E+12, 6.701413E+12, 6.834869E+12, # 6.970739E+12, 7.109063E+12, 7.249879E+12, 7.393230E+12, 7.539154E+12, 7.687695E+12, # 7.838894E+12, 7.992794E+12, 8.149438E+12, #]) # ============================ M = 45, I = 1 ============================ M = 45 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.000000E+00, 1.000000E+00, 1.001788E+00, 1.030647E+00, 1.126881E+00, 1.297714E+00, 1.526206E+00, 1.791557E+00, 2.077149E+00, 2.371603E+00, 2.667730E+00, 2.961282E+00, 3.249956E+00, 3.532703E+00, 3.809254E+00, 4.079808E+00, 4.344827E+00, 4.604900E+00, 4.860660E+00, 5.112725E+00, 5.361676E+00, 5.608036E+00, 5.852264E+00, 6.094758E+00, 6.335855E+00, 6.575840E+00, 6.814950E+00, 7.053379E+00, 7.291287E+00, 7.528804E+00, 7.766034E+00, 8.003064E+00, 8.239959E+00, 8.476774E+00, 8.713552E+00, 8.950325E+00, 9.187121E+00, 9.423959E+00, 9.660856E+00, 9.897824E+00, 1.013487E+01, 1.037201E+01, 1.060924E+01, 1.084656E+01, 1.108399E+01, 1.132151E+01, 1.155914E+01, 1.179688E+01, 1.203472E+01, 1.227266E+01, 1.251071E+01, 1.274887E+01, 1.298713E+01, 1.322550E+01, 1.346397E+01, 1.370255E+01, 1.394124E+01, 1.418004E+01, 1.441895E+01, 1.465796E+01, 1.489709E+01, 1.513633E+01, 1.537567E+01, 1.561514E+01, 1.585471E+01, 1.609441E+01, 1.633422E+01, 1.657415E+01, 1.681420E+01, 1.705438E+01, 1.729468E+01, 1.753511E+01, 1.777567E+01, 1.801636E+01, 1.825719E+01, 1.849816E+01, 1.873927E+01, 1.898053E+01, 1.922193E+01, 1.946348E+01, 1.970520E+01, 1.994707E+01, 2.018910E+01, 2.043130E+01, 2.067367E+01, 2.091622E+01, 2.115894E+01, 2.140185E+01, 2.164494E+01, 2.188823E+01, 2.213171E+01, 2.237540E+01, 2.261929E+01, 2.286339E+01, 2.310771E+01, 2.335225E+01, 2.359701E+01, 2.384201E+01, 2.408724E+01, 2.433272E+01, 2.457844E+01, 2.482441E+01, 2.507064E+01, 2.531713E+01, 2.556390E+01, 2.581093E+01, 2.605825E+01, 2.630585E+01, 2.655374E+01, 2.680193E+01, 2.705042E+01, 2.729921E+01, 2.754832E+01, 2.779776E+01, 2.804751E+01, 2.829760E+01, 2.854802E+01, 2.879879E+01, 2.904991E+01, 2.930138E+01, 2.955321E+01, 2.980540E+01, 3.005797E+01, 3.031092E+01, 3.056425E+01, 3.081797E+01, 3.107208E+01, 3.132660E+01, 3.158152E+01, 3.183686E+01, 3.209261E+01, 3.234879E+01, 3.260540E+01, 3.286245E+01, 3.311994E+01, 3.337788E+01, 3.363627E+01, 3.389511E+01, 3.415443E+01, 3.441421E+01, 3.467448E+01, 3.493522E+01, 3.519645E+01, 3.545817E+01, 3.572040E+01, 3.598312E+01, 3.624636E+01, 3.651011E+01, 3.677439E+01, 3.703919E+01, 3.730452E+01, 3.757039E+01, 3.783680E+01, 3.810376E+01, 3.837127E+01, 3.863934E+01, 3.890798E+01, 3.917718E+01, 3.944696E+01, 3.971732E+01, 3.998826E+01, 4.025979E+01, 4.053192E+01, 4.080465E+01, 4.107798E+01, 4.135192E+01, 4.162648E+01, 4.190165E+01, 4.217746E+01, 4.245389E+01, 4.273095E+01, 4.300866E+01, 4.328701E+01, 4.356600E+01, 4.384566E+01, 4.412597E+01, 4.440694E+01, 4.468858E+01, 4.497089E+01, 4.525388E+01, 4.553755E+01, 4.582191E+01, 4.610696E+01, 4.639270E+01, 4.667914E+01, 4.696629E+01, 4.725414E+01, 4.754270E+01, 4.783199E+01, 4.812199E+01, 4.841272E+01, 4.870418E+01, 4.899637E+01, 4.928930E+01, 4.958297E+01, 4.987739E+01, 5.017256E+01, 5.046848E+01, 5.076516E+01, 5.106260E+01, 5.136081E+01, 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2.263329E+02, 2.270603E+02, 2.277892E+02, 2.285196E+02, 2.292515E+02, 2.299849E+02, 2.307199E+02, 2.314563E+02, 2.321943E+02, 2.329338E+02, 2.336749E+02, 2.344174E+02, 2.351615E+02, 2.359071E+02, 2.366543E+02, 2.374029E+02, 2.381531E+02, 2.389048E+02, 2.396581E+02, 2.404129E+02, 2.411692E+02, 2.419270E+02, 2.426864E+02, 2.434474E+02, 2.442098E+02, 2.449738E+02, 2.457394E+02, 2.465064E+02, 2.472751E+02, 2.480452E+02, 2.488169E+02, 2.495902E+02, 2.503650E+02, 2.511413E+02, 2.519192E+02, 2.526987E+02, 2.534797E+02, 2.542622E+02, 2.550463E+02, 2.558319E+02, 2.566191E+02, 2.574079E+02, 2.581982E+02, 2.589900E+02, 2.597835E+02, ]) # ============================ M = 45, I = 2 ============================ M = 45 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[7] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 6.000048E+00, 6.029347E+00, 6.249424E+00, 6.728818E+00, 7.394774E+00, 8.168283E+00, 9.000618E+00, 9.865998E+00, 1.075112E+01, 1.164890E+01, 1.255531E+01, 1.346792E+01, 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5.002444E+02, 5.023916E+02, 5.045444E+02, 5.067028E+02, 5.088667E+02, 5.110363E+02, 5.132115E+02, 5.153923E+02, 5.175787E+02, 5.197707E+02, 5.219684E+02, 5.241717E+02, 5.263806E+02, 5.285953E+02, 5.308156E+02, 5.330416E+02, 5.352732E+02, 5.375106E+02, 5.397537E+02, 5.420025E+02, 5.442570E+02, 5.465172E+02, 5.487832E+02, 5.510549E+02, 5.533323E+02, 5.556156E+02, 5.579046E+02, 5.601994E+02, 5.624999E+02, 5.648063E+02, 5.671184E+02, 5.694364E+02, 5.717602E+02, 5.740898E+02, 5.764253E+02, 5.787666E+02, 5.811137E+02, 5.834667E+02, 5.858256E+02, 5.881904E+02, 5.905610E+02, 5.929376E+02, 5.953200E+02, 5.977084E+02, 6.001026E+02, 6.025028E+02, 6.049090E+02, 6.073211E+02, 6.097391E+02, 6.121631E+02, 6.145930E+02, 6.170290E+02, 6.194709E+02, 6.219188E+02, 6.243727E+02, 6.268327E+02, 6.292986E+02, 6.317706E+02, 6.342486E+02, 6.367326E+02, 6.392228E+02, 6.417189E+02, 6.442212E+02, 6.467295E+02, 6.492439E+02, 6.517643E+02, 6.542909E+02, 6.568236E+02, 6.593625E+02, 6.619074E+02, 6.644585E+02, 6.670157E+02, 6.695791E+02, 6.721486E+02, 6.747243E+02, 6.773062E+02, 6.798943E+02, 6.824885E+02, 6.850890E+02, 6.876956E+02, 6.903085E+02, 6.929276E+02, 6.955530E+02, 6.981845E+02, 7.008224E+02, 7.034665E+02, 7.061168E+02, 7.087735E+02, 7.114364E+02, 7.141056E+02, 7.167811E+02, 7.194629E+02, 7.221510E+02, 7.248455E+02, 7.275463E+02, 7.302534E+02, 7.329669E+02, 7.356867E+02, 7.384129E+02, 7.411455E+02, 7.438844E+02, 7.466297E+02, 7.493815E+02, 7.521396E+02, 7.549042E+02, 7.576751E+02, 7.604525E+02, 7.632364E+02, 7.660266E+02, 7.688234E+02, 7.716266E+02, 7.744362E+02, 7.772523E+02, 7.800750E+02, 7.829041E+02, 7.857397E+02, 7.885818E+02, 7.914304E+02, 7.942856E+02, 7.971473E+02, 8.000155E+02, 8.028903E+02, 8.057716E+02, 8.086595E+02, 8.115539E+02, 8.144550E+02, 8.173626E+02, 8.202768E+02, 8.231976E+02, 8.261250E+02, 8.290591E+02, 8.319997E+02, 8.349470E+02, 8.379010E+02, 8.408615E+02, 8.438288E+02, 8.468026E+02, 8.497832E+02, 8.527704E+02, 8.557644E+02, 8.587650E+02, 8.617723E+02, 8.647863E+02, 8.678070E+02, 8.708345E+02, 8.738686E+02, 8.769095E+02, 8.799572E+02, 8.830116E+02, 8.860727E+02, 8.891406E+02, 8.922153E+02, 8.952968E+02, 8.983851E+02, 9.014801E+02, 9.045819E+02, 9.076906E+02, 9.108060E+02, 9.139283E+02, 9.170574E+02, 9.201934E+02, 9.233362E+02, 9.264858E+02, 9.296423E+02, 9.328056E+02, 9.359758E+02, 9.391529E+02, 9.423369E+02, 9.455278E+02, 9.487255E+02, 9.519302E+02, 9.551417E+02, 9.583602E+02, 9.615856E+02, 9.648179E+02, 9.680572E+02, 9.713034E+02, 9.745566E+02, 9.778167E+02, 9.810837E+02, 9.843578E+02, 9.876388E+02, 9.909268E+02, 9.942217E+02, 9.975237E+02, 1.000833E+03, 1.004149E+03, 1.007472E+03, 1.010802E+03, 1.014139E+03, 1.017483E+03, 1.020834E+03, 1.024192E+03, 1.027557E+03, 1.030929E+03, 1.034309E+03, 1.037695E+03, 1.041088E+03, 1.044489E+03, 1.047896E+03, 1.051311E+03, 1.054733E+03, 1.058162E+03, 1.061597E+03, 1.065041E+03, 1.068491E+03, 1.071948E+03, 1.075412E+03, 1.078884E+03, 1.082363E+03, 1.085849E+03, 1.089341E+03, 1.092842E+03, 1.096349E+03, 1.099863E+03, 1.103385E+03, 1.106914E+03, 1.110450E+03, 1.113993E+03, 1.117543E+03, 1.121101E+03, 1.124665E+03, 1.128237E+03, 1.131817E+03, 1.135403E+03, 1.138996E+03, 1.142597E+03, 1.146205E+03, 1.149821E+03, 1.153443E+03, 1.157073E+03, 1.160710E+03, 1.164354E+03, ]) # ============================ M = 46, I = 1 ============================ M = 46 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.290490E+00, 8.848274E+00, 1.735237E+01, 2.586041E+01, 3.437036E+01, 4.288179E+01, 5.139459E+01, 5.990868E+01, 6.842405E+01, 7.694069E+01, 8.545856E+01, 9.397769E+01, 1.024981E+02, 1.110197E+02, 1.195427E+02, 1.280672E+02, 1.365933E+02, 1.451214E+02, 1.536520E+02, 1.621857E+02, 1.707234E+02, 1.792661E+02, 1.878151E+02, 1.963719E+02, 2.049382E+02, 2.135158E+02, 2.221069E+02, 2.307134E+02, 2.393378E+02, 2.479824E+02, 2.566497E+02, 2.653421E+02, 2.740623E+02, 2.828127E+02, 2.915958E+02, 3.004143E+02, 3.092705E+02, 3.181669E+02, 3.271058E+02, 3.360895E+02, 3.451203E+02, 3.542004E+02, 3.633317E+02, 3.725165E+02, 3.817564E+02, 3.910535E+02, 4.004095E+02, 4.098261E+02, 4.193048E+02, 4.288474E+02, 4.384552E+02, 4.481296E+02, 4.578720E+02, 4.676837E+02, 4.775659E+02, 4.875197E+02, 4.975462E+02, 5.076465E+02, 5.178215E+02, 5.280723E+02, 5.383997E+02, 5.488045E+02, 5.592877E+02, 5.698498E+02, 5.804917E+02, 5.912141E+02, 6.020176E+02, 6.129029E+02, 6.238705E+02, 6.349210E+02, 6.460550E+02, 6.572730E+02, 6.685754E+02, 6.799628E+02, 6.914355E+02, 7.029941E+02, 7.146388E+02, 7.263701E+02, 7.381885E+02, 7.500941E+02, 7.620874E+02, 7.741686E+02, 7.863381E+02, 7.985962E+02, 8.109431E+02, 8.233791E+02, 8.359046E+02, 8.485196E+02, 8.612245E+02, 8.740195E+02, 8.869047E+02, 8.998805E+02, 9.129470E+02, 9.261043E+02, 9.393528E+02, 9.526924E+02, 9.661236E+02, 9.796463E+02, 9.932607E+02, 1.006967E+03, 1.020765E+03, 1.034656E+03, 1.048639E+03, 1.062714E+03, 1.076882E+03, 1.091143E+03, 1.105496E+03, 1.119943E+03, 1.134482E+03, 1.149114E+03, 1.163840E+03, 1.178659E+03, 1.193572E+03, 1.208578E+03, 1.223678E+03, 1.238871E+03, 1.254158E+03, 1.269539E+03, 1.285014E+03, 1.300584E+03, 1.316247E+03, 1.332004E+03, 1.347856E+03, 1.363802E+03, 1.379842E+03, 1.395977E+03, 1.412207E+03, 1.428531E+03, 1.444949E+03, 1.461463E+03, 1.478071E+03, 1.494774E+03, 1.511572E+03, 1.528465E+03, 1.545453E+03, 1.562536E+03, 1.579714E+03, 1.596987E+03, 1.614355E+03, 1.631819E+03, 1.649378E+03, 1.667032E+03, 1.684782E+03, 1.702627E+03, 1.720567E+03, 1.738603E+03, 1.756735E+03, 1.774962E+03, 1.793285E+03, 1.811704E+03, 1.830218E+03, 1.848828E+03, 1.867534E+03, 1.886336E+03, 1.905233E+03, 1.924227E+03, 1.943316E+03, 1.962502E+03, 1.981784E+03, 2.001161E+03, 2.020635E+03, 2.040205E+03, 2.059870E+03, 2.079633E+03, 2.099491E+03, 2.119446E+03, 2.139497E+03, 2.159644E+03, 2.179887E+03, 2.200227E+03, 2.220664E+03, 2.241197E+03, 2.261826E+03, 2.282552E+03, 2.303374E+03, 2.324293E+03, 2.345309E+03, 2.366421E+03, 2.387630E+03, 2.408935E+03, 2.430337E+03, 2.451836E+03, 2.473432E+03, 2.495124E+03, 2.516914E+03, 2.538800E+03, 2.560783E+03, 2.582863E+03, 2.605040E+03, 2.627314E+03, 2.649684E+03, 2.672152E+03, 2.694717E+03, 2.717379E+03, 2.740138E+03, 2.762994E+03, 2.785947E+03, 2.808997E+03, 2.832145E+03, 2.855389E+03, 2.878731E+03, 2.902170E+03, 2.925707E+03, 2.949341E+03, 2.973072E+03, 2.996900E+03, 3.020826E+03, 3.044849E+03, 3.068970E+03, 3.093188E+03, 3.117503E+03, 3.141916E+03, 3.166427E+03, 3.191035E+03, 3.215740E+03, 3.240544E+03, 3.265444E+03, 3.290443E+03, 3.315539E+03, 3.340733E+03, 3.366024E+03, 3.391413E+03, 3.416900E+03, 3.442485E+03, 3.468167E+03, 3.493947E+03, 3.519825E+03, 3.545801E+03, 3.571875E+03, 3.598047E+03, 3.624316E+03, 3.650684E+03, 3.677149E+03, 3.703713E+03, 3.730374E+03, 3.757134E+03, 3.783991E+03, 3.810947E+03, 3.838001E+03, 3.865152E+03, 3.892402E+03, 3.919751E+03, 3.947197E+03, 3.974741E+03, 4.002384E+03, 4.030125E+03, 4.057964E+03, 4.085901E+03, 4.113937E+03, 4.142071E+03, 4.170304E+03, 4.198635E+03, 4.227064E+03, 4.255591E+03, 4.284217E+03, 4.312942E+03, 4.341765E+03, 4.370686E+03, 4.399706E+03, 4.428824E+03, 4.458042E+03, 4.487357E+03, 4.516771E+03, 4.546284E+03, 4.575895E+03, 4.605605E+03, 4.635414E+03, 4.665322E+03, 4.695328E+03, 4.725433E+03, 4.755636E+03, 4.785939E+03, 4.816340E+03, 4.846840E+03, 4.877439E+03, 4.908136E+03, 4.938933E+03, 4.969829E+03, 5.000823E+03, 5.031916E+03, 5.063109E+03, 5.094400E+03, 5.125790E+03, 5.157279E+03, 5.188868E+03, 5.220555E+03, 5.252342E+03, 5.284227E+03, 5.316212E+03, 5.348296E+03, 5.380479E+03, 5.412761E+03, 5.445142E+03, 5.477623E+03, 5.510202E+03, 5.542881E+03, 5.575660E+03, 5.608537E+03, 5.641514E+03, 5.674591E+03, 5.707766E+03, 5.741041E+03, 5.774416E+03, 5.807889E+03, 5.841463E+03, 5.875135E+03, 5.908907E+03, 5.942779E+03, 5.976750E+03, 6.010821E+03, 6.044991E+03, 6.079261E+03, 6.113630E+03, 6.148099E+03, 6.182668E+03, 6.217336E+03, 6.252104E+03, 6.286972E+03, 6.321939E+03, 6.357006E+03, 6.392173E+03, 6.427440E+03, 6.462806E+03, 6.498272E+03, 6.533838E+03, 6.569504E+03, 6.605270E+03, 6.641136E+03, 6.677101E+03, 6.713167E+03, 6.749332E+03, 6.785597E+03, 6.821962E+03, 6.858428E+03, 6.894993E+03, 6.931658E+03, 6.968424E+03, 7.005289E+03, 7.042255E+03, 7.079321E+03, 7.116486E+03, 7.153752E+03, 7.191119E+03, 7.228585E+03, 7.266151E+03, 7.303818E+03, 7.341585E+03, 7.379453E+03, 7.417420E+03, 7.455488E+03, 7.493656E+03, 7.531925E+03, 7.570294E+03, 7.608763E+03, 7.647333E+03, 7.686003E+03, 7.724774E+03, 7.763645E+03, 7.802616E+03, 7.841688E+03, 7.880861E+03, 7.920134E+03, 7.959507E+03, 7.998982E+03, 8.038556E+03, 8.078232E+03, 8.118008E+03, 8.157884E+03, 8.197862E+03, 8.237940E+03, 8.278119E+03, 8.318398E+03, 8.358778E+03, 8.399259E+03, 8.439841E+03, 8.480524E+03, 8.521307E+03, 8.562191E+03, 8.603176E+03, 8.644262E+03, 8.685449E+03, 8.726737E+03, 8.768126E+03, 8.809615E+03, 8.851206E+03, 8.892897E+03, 8.934690E+03, 8.976584E+03, 9.018578E+03, 9.060674E+03, 9.102871E+03, 9.145169E+03, 9.187568E+03, 9.230068E+03, 9.272670E+03, 9.315372E+03, 9.358176E+03, 9.401081E+03, 9.444087E+03, 9.487195E+03, 9.530404E+03, 9.573714E+03, 9.617125E+03, 9.660638E+03, 9.704252E+03, 9.747967E+03, 9.791784E+03, 9.835702E+03, 9.879722E+03, 9.923843E+03, 9.968066E+03, 1.001239E+04, 1.005682E+04, 1.010134E+04, 1.014597E+04, 1.019070E+04, 1.023553E+04, 1.028047E+04, 1.032550E+04, 1.037064E+04, 1.041588E+04, 1.046122E+04, 1.050666E+04, 1.055220E+04, 1.059784E+04, 1.064359E+04, 1.068944E+04, 1.073539E+04, 1.078144E+04, 1.082760E+04, 1.087385E+04, 1.092021E+04, 1.096667E+04, 1.101323E+04, 1.105989E+04, 1.110666E+04, 1.115353E+04, 1.120050E+04, 1.124757E+04, 1.129474E+04, 1.134201E+04, 1.138939E+04, 1.143687E+04, 1.148445E+04, 1.153214E+04, 1.157992E+04, 1.162781E+04, 1.167580E+04, 1.172389E+04, 1.177208E+04, 1.182038E+04, 1.186878E+04, 1.191728E+04, 1.196588E+04, 1.201459E+04, 1.206340E+04, 1.211231E+04, 1.216132E+04, 1.221043E+04, 1.225965E+04, 1.230897E+04, 1.235839E+04, 1.240792E+04, 1.245754E+04, 1.250727E+04, 1.255710E+04, 1.260704E+04, 1.265708E+04, 1.270721E+04, 1.275746E+04, 1.280780E+04, 1.285825E+04, 1.290880E+04, 1.295945E+04, 1.301020E+04, 1.306106E+04, 1.311202E+04, 1.316308E+04, 1.321425E+04, 1.326552E+04, 1.331689E+04, 1.336836E+04, 1.341994E+04, 1.347162E+04, 1.352340E+04, 1.357529E+04, 1.362728E+04, 1.367937E+04, 1.373156E+04, 1.378386E+04, 1.383626E+04, 1.388876E+04, 1.394137E+04, 1.399408E+04, 1.404689E+04, 1.409980E+04, 1.415282E+04, 1.420594E+04, 1.425917E+04, 1.431249E+04, 1.436592E+04, ]) # ============================ M = 46, I = 2 ============================ M = 46 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.301835E+00, 8.986958E+00, 1.763092E+01, 2.627977E+01, 3.493149E+01, 4.358568E+01, 5.224221E+01, 6.090102E+01, 6.956210E+01, 7.822542E+01, 8.689097E+01, 9.555875E+01, 1.042288E+02, 1.129011E+02, 1.215757E+02, 1.302528E+02, 1.389326E+02, 1.476154E+02, 1.563019E+02, 1.649925E+02, 1.736884E+02, 1.823906E+02, 1.911005E+02, 1.998196E+02, 2.085497E+02, 2.172928E+02, 2.260511E+02, 2.348267E+02, 2.436221E+02, 2.524398E+02, 2.612823E+02, 2.701523E+02, 2.790523E+02, 2.879850E+02, 2.969530E+02, 3.059589E+02, 3.150052E+02, 3.240945E+02, 3.332291E+02, 3.424115E+02, 3.516440E+02, 3.609287E+02, 3.702678E+02, 3.796633E+02, 3.891174E+02, 3.986318E+02, 4.082083E+02, 4.178488E+02, 4.275548E+02, 4.373280E+02, 4.471699E+02, 4.570818E+02, 4.670653E+02, 4.771216E+02, 4.872518E+02, 4.974573E+02, 5.077392E+02, 5.180984E+02, 5.285361E+02, 5.390532E+02, 5.496506E+02, 5.603291E+02, 5.710897E+02, 5.819332E+02, 5.928601E+02, 6.038714E+02, 6.149676E+02, 6.261495E+02, 6.374175E+02, 6.487724E+02, 6.602146E+02, 6.717448E+02, 6.833634E+02, 6.950709E+02, 7.068677E+02, 7.187544E+02, 7.307313E+02, 7.427988E+02, 7.549574E+02, 7.672073E+02, 7.795490E+02, 7.919828E+02, 8.045089E+02, 8.171278E+02, 8.298397E+02, 8.426449E+02, 8.555437E+02, 8.685363E+02, 8.816231E+02, 8.948041E+02, 9.080797E+02, 9.214501E+02, 9.349155E+02, 9.484761E+02, 9.621321E+02, 9.758838E+02, 9.897312E+02, 1.003675E+03, 1.017714E+03, 1.031850E+03, 1.046082E+03, 1.060411E+03, 1.074837E+03, 1.089360E+03, 1.103980E+03, 1.118697E+03, 1.133511E+03, 1.148423E+03, 1.163433E+03, 1.178540E+03, 1.193745E+03, 1.209048E+03, 1.224449E+03, 1.239948E+03, 1.255546E+03, 1.271242E+03, 1.287037E+03, 1.302930E+03, 1.318922E+03, 1.335013E+03, 1.351202E+03, 1.367491E+03, 1.383878E+03, 1.400365E+03, 1.416951E+03, 1.433637E+03, 1.450422E+03, 1.467306E+03, 1.484290E+03, 1.501374E+03, 1.518557E+03, 1.535840E+03, 1.553223E+03, 1.570706E+03, 1.588289E+03, 1.605972E+03, 1.623755E+03, 1.641639E+03, 1.659623E+03, 1.677707E+03, 1.695891E+03, 1.714176E+03, 1.732562E+03, 1.751048E+03, 1.769635E+03, 1.788323E+03, 1.807111E+03, 1.826000E+03, 1.844991E+03, 1.864082E+03, 1.883274E+03, 1.902567E+03, 1.921962E+03, 1.941457E+03, 1.961054E+03, 1.980752E+03, 2.000552E+03, 2.020453E+03, 2.040455E+03, 2.060559E+03, 2.080765E+03, 2.101072E+03, 2.121481E+03, 2.141991E+03, 2.162604E+03, 2.183318E+03, 2.204134E+03, 2.225052E+03, 2.246072E+03, 2.267194E+03, 2.288418E+03, 2.309744E+03, 2.331172E+03, 2.352703E+03, 2.374335E+03, 2.396070E+03, 2.417908E+03, 2.439848E+03, 2.461890E+03, 2.484035E+03, 2.506282E+03, 2.528632E+03, 2.551084E+03, 2.573640E+03, 2.596298E+03, 2.619058E+03, 2.641922E+03, 2.664888E+03, 2.687957E+03, 2.711129E+03, 2.734405E+03, 2.757783E+03, 2.781264E+03, 2.804848E+03, 2.828536E+03, 2.852327E+03, 2.876220E+03, 2.900218E+03, 2.924318E+03, 2.948522E+03, 2.972830E+03, 2.997240E+03, 3.021755E+03, 3.046372E+03, 3.071094E+03, 3.095919E+03, 3.120848E+03, 3.145880E+03, 3.171016E+03, 3.196256E+03, 3.221600E+03, 3.247048E+03, 3.272599E+03, 3.298255E+03, 3.324014E+03, 3.349878E+03, 3.375845E+03, 3.401917E+03, 3.428093E+03, 3.454373E+03, 3.480757E+03, 3.507246E+03, 3.533839E+03, 3.560536E+03, 3.587338E+03, 3.614244E+03, 3.641255E+03, 3.668370E+03, 3.695589E+03, 3.722914E+03, 3.750343E+03, 3.777876E+03, 3.805514E+03, 3.833258E+03, 3.861105E+03, 3.889058E+03, 3.917116E+03, 3.945278E+03, 3.973546E+03, 4.001918E+03, 4.030396E+03, 4.058978E+03, 4.087666E+03, 4.116459E+03, 4.145357E+03, 4.174360E+03, 4.203469E+03, 4.232683E+03, 4.262002E+03, 4.291426E+03, 4.320957E+03, 4.350592E+03, 4.380333E+03, 4.410180E+03, 4.440132E+03, 4.470190E+03, 4.500353E+03, 4.530622E+03, 4.560997E+03, 4.591478E+03, 4.622064E+03, 4.652757E+03, 4.683555E+03, 4.714459E+03, 4.745469E+03, 4.776586E+03, 4.807808E+03, 4.839136E+03, 4.870571E+03, 4.902111E+03, 4.933758E+03, 4.965511E+03, 4.997370E+03, 5.029336E+03, 5.061408E+03, 5.093587E+03, 5.125872E+03, 5.158263E+03, 5.190761E+03, 5.223365E+03, 5.256077E+03, 5.288894E+03, 5.321819E+03, 5.354850E+03, 5.387988E+03, 5.421232E+03, 5.454583E+03, 5.488042E+03, 5.521607E+03, 5.555279E+03, 5.589058E+03, 5.622944E+03, 5.656938E+03, 5.691038E+03, 5.725245E+03, 5.759560E+03, 5.793982E+03, 5.828511E+03, 5.863147E+03, 5.897891E+03, 5.932742E+03, 5.967700E+03, 6.002766E+03, 6.037940E+03, 6.073220E+03, 6.108609E+03, 6.144105E+03, 6.179708E+03, 6.215420E+03, 6.251239E+03, 6.287166E+03, 6.323200E+03, 6.359342E+03, 6.395593E+03, 6.431951E+03, 6.468417E+03, 6.504991E+03, 6.541673E+03, 6.578463E+03, 6.615361E+03, 6.652368E+03, 6.689482E+03, 6.726705E+03, 6.764036E+03, 6.801475E+03, 6.839023E+03, 6.876678E+03, 6.914443E+03, 6.952316E+03, 6.990297E+03, 7.028386E+03, 7.066585E+03, 7.104892E+03, 7.143307E+03, 7.181831E+03, 7.220464E+03, 7.259206E+03, 7.298056E+03, 7.337015E+03, 7.376083E+03, 7.415260E+03, 7.454546E+03, 7.493941E+03, 7.533445E+03, 7.573058E+03, 7.612780E+03, 7.652611E+03, 7.692551E+03, 7.732600E+03, 7.772759E+03, 7.813027E+03, 7.853404E+03, 7.893891E+03, 7.934487E+03, 7.975192E+03, 8.016007E+03, 8.056932E+03, 8.097966E+03, 8.139109E+03, 8.180362E+03, 8.221725E+03, 8.263198E+03, 8.304780E+03, 8.346472E+03, 8.388274E+03, 8.430185E+03, 8.472207E+03, 8.514338E+03, 8.556580E+03, 8.598931E+03, 8.641392E+03, 8.683964E+03, 8.726646E+03, 8.769437E+03, 8.812339E+03, 8.855352E+03, 8.898474E+03, 8.941707E+03, 8.985050E+03, 9.028504E+03, 9.072067E+03, 9.115742E+03, 9.159527E+03, 9.203422E+03, 9.247428E+03, 9.291545E+03, 9.335772E+03, 9.380110E+03, 9.424558E+03, 9.469118E+03, 9.513788E+03, 9.558569E+03, 9.603461E+03, 9.648464E+03, 9.693578E+03, 9.738802E+03, 9.784138E+03, 9.829585E+03, 9.875143E+03, 9.920812E+03, 9.966593E+03, 1.001248E+04, 1.005849E+04, 1.010460E+04, 1.015083E+04, 1.019716E+04, 1.024361E+04, 1.029017E+04, 1.033684E+04, 1.038362E+04, 1.043052E+04, 1.047752E+04, 1.052464E+04, 1.057187E+04, 1.061921E+04, 1.066667E+04, 1.071423E+04, 1.076191E+04, 1.080969E+04, 1.085759E+04, 1.090561E+04, 1.095373E+04, 1.100197E+04, 1.105031E+04, 1.109877E+04, 1.114735E+04, 1.119603E+04, 1.124483E+04, 1.129374E+04, 1.134276E+04, 1.139189E+04, 1.144114E+04, 1.149050E+04, 1.153997E+04, 1.158955E+04, 1.163925E+04, 1.168905E+04, 1.173898E+04, 1.178901E+04, 1.183916E+04, 1.188941E+04, 1.193979E+04, 1.199027E+04, 1.204087E+04, 1.209158E+04, 1.214240E+04, 1.219334E+04, 1.224439E+04, 1.229555E+04, 1.234682E+04, 1.239821E+04, 1.244971E+04, 1.250133E+04, 1.255306E+04, 1.260490E+04, 1.265685E+04, 1.270892E+04, 1.276110E+04, 1.281339E+04, 1.286580E+04, 1.291832E+04, 1.297096E+04, 1.302370E+04, 1.307657E+04, 1.312954E+04, 1.318263E+04, 1.323583E+04, 1.328915E+04, 1.334258E+04, 1.339613E+04, 1.344978E+04, 1.350356E+04, 1.355744E+04, 1.361144E+04, 1.366556E+04, 1.371978E+04, 1.377413E+04, 1.382858E+04, 1.388315E+04, 1.393784E+04, 1.399264E+04, 1.404755E+04, 1.410258E+04, 1.415772E+04, 1.421298E+04, 1.426835E+04, 1.432383E+04, 1.437943E+04, 1.443515E+04, 1.449098E+04, 1.454692E+04, 1.460298E+04, 1.465915E+04, 1.471544E+04, 1.477184E+04, 1.482836E+04, 1.488499E+04, 1.494174E+04, 1.499860E+04, 1.505558E+04, 1.511267E+04, ]) # ============================ M = 46, I = 3 ============================ M = 46 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.664867E+00, 1.870584E+01, 3.672687E+01, 5.475763E+01, 7.279427E+01, 9.083602E+01, 1.088826E+02, 1.269340E+02, 1.449901E+02, 1.630508E+02, 1.811162E+02, 1.991862E+02, 2.172610E+02, 2.353405E+02, 2.534249E+02, 2.715146E+02, 2.896101E+02, 3.077124E+02, 3.258227E+02, 3.439426E+02, 3.620744E+02, 3.802207E+02, 3.983846E+02, 4.165698E+02, 4.347802E+02, 4.530205E+02, 4.712953E+02, 4.896097E+02, 5.079691E+02, 5.263789E+02, 5.448448E+02, 5.633725E+02, 5.819677E+02, 6.006360E+02, 6.193831E+02, 6.382146E+02, 6.571360E+02, 6.761525E+02, 6.952693E+02, 7.144916E+02, 7.338240E+02, 7.532714E+02, 7.728382E+02, 7.925288E+02, 8.123472E+02, 8.322975E+02, 8.523835E+02, 8.726087E+02, 8.929766E+02, 9.134906E+02, 9.341537E+02, 9.549688E+02, 9.759390E+02, 9.970667E+02, 1.018355E+03, 1.039805E+03, 1.061421E+03, 1.083203E+03, 1.105155E+03, 1.127278E+03, 1.149574E+03, 1.172045E+03, 1.194692E+03, 1.217518E+03, 1.240523E+03, 1.263709E+03, 1.287078E+03, 1.310630E+03, 1.334368E+03, 1.358292E+03, 1.382403E+03, 1.406703E+03, 1.431193E+03, 1.455872E+03, 1.480744E+03, 1.505807E+03, 1.531064E+03, 1.556515E+03, 1.582160E+03, 1.608001E+03, 1.634038E+03, 1.660273E+03, 1.686704E+03, 1.713334E+03, 1.740163E+03, 1.767191E+03, 1.794419E+03, 1.821848E+03, 1.849477E+03, 1.877308E+03, 1.905341E+03, 1.933576E+03, 1.962014E+03, 1.990655E+03, 2.019500E+03, 2.048549E+03, 2.077802E+03, 2.107260E+03, 2.136924E+03, 2.166792E+03, 2.196867E+03, 2.227147E+03, 2.257634E+03, 2.288328E+03, 2.319229E+03, 2.350337E+03, 2.381653E+03, 2.413176E+03, 2.444907E+03, 2.476847E+03, 2.508996E+03, 2.541353E+03, 2.573919E+03, 2.606695E+03, 2.639680E+03, 2.672875E+03, 2.706279E+03, 2.739894E+03, 2.773719E+03, 2.807755E+03, 2.842001E+03, 2.876458E+03, 2.911127E+03, 2.946006E+03, 2.981097E+03, 3.016400E+03, 3.051914E+03, 3.087640E+03, 3.123579E+03, 3.159729E+03, 3.196092E+03, 3.232668E+03, 3.269456E+03, 3.306457E+03, 3.343671E+03, 3.381098E+03, 3.418739E+03, 3.456593E+03, 3.494660E+03, 3.532941E+03, 3.571436E+03, 3.610146E+03, 3.649069E+03, 3.688206E+03, 3.727558E+03, 3.767124E+03, 3.806905E+03, 3.846900E+03, 3.887110E+03, 3.927536E+03, 3.968176E+03, 4.009032E+03, 4.050102E+03, 4.091389E+03, 4.132891E+03, 4.174608E+03, 4.216542E+03, 4.258691E+03, 4.301056E+03, 4.343637E+03, 4.386435E+03, 4.429448E+03, 4.472679E+03, 4.516125E+03, 4.559789E+03, 4.603669E+03, 4.647766E+03, 4.692080E+03, 4.736611E+03, 4.781359E+03, 4.826324E+03, 4.871507E+03, 4.916907E+03, 4.962525E+03, 5.008360E+03, 5.054413E+03, 5.100684E+03, 5.147173E+03, 5.193880E+03, 5.240805E+03, 5.287948E+03, 5.335309E+03, 5.382889E+03, 5.430688E+03, 5.478705E+03, 5.526941E+03, 5.575395E+03, 5.624069E+03, 5.672961E+03, 5.722073E+03, 5.771404E+03, 5.820954E+03, 5.870723E+03, 5.920712E+03, 5.970920E+03, 6.021348E+03, 6.071996E+03, 6.122863E+03, 6.173950E+03, 6.225258E+03, 6.276785E+03, 6.328533E+03, 6.380500E+03, 6.432688E+03, 6.485097E+03, 6.537726E+03, 6.590576E+03, 6.643646E+03, 6.696937E+03, 6.750449E+03, 6.804182E+03, 6.858136E+03, 6.912311E+03, 6.966707E+03, 7.021325E+03, 7.076164E+03, 7.131224E+03, 7.186507E+03, 7.242010E+03, 7.297735E+03, 7.353683E+03, 7.409852E+03, 7.466243E+03, 7.522856E+03, 7.579691E+03, 7.636749E+03, 7.694029E+03, 7.751531E+03, 7.809256E+03, 7.867203E+03, 7.925374E+03, 7.983766E+03, 8.042382E+03, 8.101221E+03, 8.160282E+03, 8.219567E+03, 8.279075E+03, 8.338806E+03, 8.398760E+03, 8.458938E+03, 8.519340E+03, 8.579965E+03, 8.640813E+03, 8.701886E+03, 8.763182E+03, 8.824702E+03, 8.886446E+03, 8.948415E+03, 9.010607E+03, 9.073024E+03, 9.135665E+03, 9.198530E+03, 9.261620E+03, 9.324935E+03, 9.388474E+03, 9.452238E+03, 9.516227E+03, 9.580441E+03, 9.644879E+03, 9.709543E+03, 9.774432E+03, 9.839547E+03, 9.904886E+03, 9.970451E+03, 1.003624E+04, 1.010226E+04, 1.016850E+04, 1.023497E+04, 1.030166E+04, 1.036858E+04, 1.043573E+04, 1.050310E+04, 1.057069E+04, 1.063852E+04, 1.070657E+04, 1.077484E+04, 1.084335E+04, 1.091208E+04, 1.098103E+04, 1.105022E+04, 1.111963E+04, 1.118926E+04, 1.125913E+04, 1.132922E+04, 1.139953E+04, 1.147008E+04, 1.154085E+04, 1.161185E+04, 1.168308E+04, 1.175453E+04, 1.182622E+04, 1.189813E+04, 1.197026E+04, 1.204263E+04, 1.211522E+04, 1.218805E+04, 1.226109E+04, 1.233437E+04, 1.240788E+04, 1.248161E+04, 1.255558E+04, 1.262977E+04, 1.270419E+04, 1.277884E+04, 1.285372E+04, 1.292882E+04, 1.300416E+04, 1.307972E+04, 1.315552E+04, 1.323154E+04, 1.330779E+04, 1.338427E+04, 1.346098E+04, 1.353792E+04, 1.361509E+04, 1.369249E+04, 1.377012E+04, 1.384798E+04, 1.392607E+04, 1.400439E+04, 1.408294E+04, 1.416172E+04, 1.424073E+04, 1.431997E+04, 1.439944E+04, 1.447914E+04, 1.455907E+04, 1.463923E+04, 1.471963E+04, 1.480025E+04, 1.488110E+04, 1.496219E+04, 1.504351E+04, 1.512505E+04, 1.520683E+04, 1.528884E+04, 1.537108E+04, 1.545356E+04, 1.553626E+04, 1.561920E+04, 1.570237E+04, 1.578577E+04, 1.586940E+04, 1.595326E+04, 1.603736E+04, 1.612168E+04, 1.620624E+04, 1.629103E+04, 1.637606E+04, 1.646132E+04, 1.654681E+04, 1.663253E+04, 1.671848E+04, 1.680467E+04, 1.689109E+04, 1.697774E+04, 1.706463E+04, 1.715175E+04, 1.723910E+04, 1.732669E+04, 1.741450E+04, 1.750256E+04, 1.759084E+04, 1.767936E+04, 1.776811E+04, 1.785710E+04, 1.794632E+04, 1.803578E+04, 1.812546E+04, 1.821539E+04, 1.830554E+04, 1.839593E+04, 1.848656E+04, 1.857742E+04, 1.866851E+04, 1.875984E+04, 1.885140E+04, 1.894320E+04, 1.903523E+04, 1.912750E+04, 1.922000E+04, 1.931274E+04, 1.940571E+04, 1.949892E+04, 1.959236E+04, 1.968604E+04, 1.977996E+04, 1.987411E+04, 1.996849E+04, 2.006311E+04, 2.015797E+04, 2.025306E+04, 2.034839E+04, 2.044395E+04, 2.053975E+04, 2.063579E+04, 2.073206E+04, 2.082857E+04, 2.092531E+04, 2.102230E+04, 2.111951E+04, 2.121697E+04, 2.131466E+04, 2.141259E+04, 2.151076E+04, 2.160916E+04, 2.170780E+04, 2.180667E+04, 2.190579E+04, 2.200514E+04, 2.210473E+04, 2.220455E+04, 2.230462E+04, 2.240492E+04, 2.250546E+04, 2.260624E+04, 2.270725E+04, 2.280850E+04, 2.290999E+04, 2.301172E+04, 2.311369E+04, 2.321589E+04, 2.331834E+04, 2.342102E+04, 2.352394E+04, 2.362710E+04, 2.373050E+04, 2.383413E+04, 2.393801E+04, 2.404212E+04, 2.414648E+04, 2.425107E+04, 2.435590E+04, 2.446097E+04, 2.456628E+04, 2.467183E+04, 2.477762E+04, 2.488365E+04, 2.498992E+04, 2.509643E+04, 2.520317E+04, 2.531016E+04, 2.541739E+04, 2.552486E+04, 2.563256E+04, 2.574051E+04, 2.584870E+04, 2.595713E+04, 2.606580E+04, 2.617471E+04, 2.628386E+04, 2.639325E+04, 2.650289E+04, 2.661276E+04, 2.672287E+04, 2.683323E+04, 2.694383E+04, 2.705466E+04, 2.716574E+04, 2.727706E+04, 2.738862E+04, 2.750043E+04, 2.761247E+04, 2.772476E+04, 2.783729E+04, 2.795006E+04, 2.806307E+04, 2.817632E+04, 2.828982E+04, 2.840356E+04, 2.851754E+04, 2.863176E+04, 2.874623E+04, 2.886094E+04, 2.897589E+04, 2.909108E+04, 2.920652E+04, 2.932219E+04, 2.943812E+04, 2.955428E+04, 2.967069E+04, 2.978734E+04, 2.990424E+04, 3.002137E+04, 3.013876E+04, 3.025638E+04, 3.037425E+04, 3.049236E+04, 3.061072E+04, 3.072931E+04, 3.084816E+04, 3.096725E+04, 3.108658E+04, 3.120615E+04, 3.132597E+04, 3.144604E+04, 3.156635E+04, 3.168690E+04, 3.180770E+04, 3.192874E+04, 3.205003E+04, ]) # ============================ M = 46, I = 4 ============================ M = 46 I = 4 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 5.185142E+00, 3.567810E+01, 6.998375E+01, 1.043090E+02, 1.386456E+02, 1.729921E+02, 2.073478E+02, 2.417127E+02, 2.760865E+02, 3.104692E+02, 3.448607E+02, 3.792611E+02, 4.136704E+02, 4.480887E+02, 4.825163E+02, 5.169535E+02, 5.514015E+02, 5.858614E+02, 6.203353E+02, 6.548259E+02, 6.893367E+02, 7.238722E+02, 7.584376E+02, 7.930390E+02, 8.276833E+02, 8.623782E+02, 8.971321E+02, 9.319538E+02, 9.668528E+02, 1.001839E+03, 1.036922E+03, 1.072112E+03, 1.107420E+03, 1.142856E+03, 1.178430E+03, 1.214153E+03, 1.250034E+03, 1.286084E+03, 1.322311E+03, 1.358726E+03, 1.395338E+03, 1.432155E+03, 1.469186E+03, 1.506439E+03, 1.543921E+03, 1.581641E+03, 1.619606E+03, 1.657822E+03, 1.696296E+03, 1.735034E+03, 1.774043E+03, 1.813328E+03, 1.852895E+03, 1.892748E+03, 1.932893E+03, 1.973335E+03, 2.014078E+03, 2.055125E+03, 2.096482E+03, 2.138152E+03, 2.180139E+03, 2.222446E+03, 2.265077E+03, 2.308034E+03, 2.351321E+03, 2.394940E+03, 2.438895E+03, 2.483187E+03, 2.527820E+03, 2.572796E+03, 2.618116E+03, 2.663784E+03, 2.709800E+03, 2.756168E+03, 2.802888E+03, 2.849963E+03, 2.897394E+03, 2.945184E+03, 2.993332E+03, 3.041842E+03, 3.090714E+03, 3.139949E+03, 3.189550E+03, 3.239517E+03, 3.289851E+03, 3.340554E+03, 3.391626E+03, 3.443069E+03, 3.494884E+03, 3.547071E+03, 3.599632E+03, 3.652568E+03, 3.705878E+03, 3.759566E+03, 3.813630E+03, 3.868071E+03, 3.922892E+03, 3.978091E+03, 4.033671E+03, 4.089631E+03, 4.145972E+03, 4.202695E+03, 4.259801E+03, 4.317290E+03, 4.375162E+03, 4.433418E+03, 4.492060E+03, 4.551086E+03, 4.610499E+03, 4.670297E+03, 4.730483E+03, 4.791055E+03, 4.852015E+03, 4.913364E+03, 4.975100E+03, 5.037226E+03, 5.099741E+03, 5.162646E+03, 5.225941E+03, 5.289627E+03, 5.353703E+03, 5.418171E+03, 5.483030E+03, 5.548282E+03, 5.613925E+03, 5.679961E+03, 5.746390E+03, 5.813213E+03, 5.880429E+03, 5.948039E+03, 6.016043E+03, 6.084442E+03, 6.153235E+03, 6.222423E+03, 6.292007E+03, 6.361987E+03, 6.432362E+03, 6.503134E+03, 6.574302E+03, 6.645867E+03, 6.717829E+03, 6.790188E+03, 6.862944E+03, 6.936099E+03, 7.009651E+03, 7.083601E+03, 7.157950E+03, 7.232697E+03, 7.307844E+03, 7.383389E+03, 7.459334E+03, 7.535679E+03, 7.612423E+03, 7.689568E+03, 7.767112E+03, 7.845057E+03, 7.923403E+03, 8.002150E+03, 8.081298E+03, 8.160847E+03, 8.240797E+03, 8.321150E+03, 8.401904E+03, 8.483060E+03, 8.564619E+03, 8.646580E+03, 8.728944E+03, 8.811711E+03, 8.894881E+03, 8.978454E+03, 9.062431E+03, 9.146812E+03, 9.231596E+03, 9.316785E+03, 9.402377E+03, 9.488374E+03, 9.574776E+03, 9.661583E+03, 9.748794E+03, 9.836411E+03, 9.924433E+03, 1.001286E+04, 1.010169E+04, 1.019093E+04, 1.028058E+04, 1.037063E+04, 1.046109E+04, 1.055195E+04, 1.064322E+04, 1.073490E+04, 1.082699E+04, 1.091948E+04, 1.101238E+04, 1.110569E+04, 1.119940E+04, 1.129352E+04, 1.138806E+04, 1.148300E+04, 1.157834E+04, 1.167410E+04, 1.177027E+04, 1.186684E+04, 1.196383E+04, 1.206122E+04, 1.215902E+04, 1.225724E+04, 1.235586E+04, 1.245489E+04, 1.255433E+04, 1.265418E+04, 1.275445E+04, 1.285512E+04, 1.295620E+04, 1.305770E+04, 1.315961E+04, 1.326192E+04, 1.336465E+04, 1.346780E+04, 1.357135E+04, 1.367531E+04, 1.377969E+04, 1.388448E+04, 1.398968E+04, 1.409529E+04, 1.420132E+04, 1.430776E+04, 1.441461E+04, 1.452188E+04, 1.462956E+04, 1.473765E+04, 1.484616E+04, 1.495508E+04, 1.506441E+04, 1.517416E+04, 1.528432E+04, 1.539490E+04, 1.550589E+04, 1.561729E+04, 1.572912E+04, 1.584135E+04, 1.595400E+04, 1.606707E+04, 1.618055E+04, 1.629445E+04, 1.640877E+04, 1.652350E+04, 1.663864E+04, 1.675421E+04, 1.687018E+04, 1.698658E+04, 1.710339E+04, 1.722062E+04, 1.733827E+04, 1.745633E+04, 1.757481E+04, 1.769371E+04, 1.781303E+04, 1.793276E+04, 1.805292E+04, 1.817349E+04, 1.829448E+04, 1.841588E+04, 1.853771E+04, 1.865996E+04, 1.878262E+04, 1.890570E+04, 1.902920E+04, 1.915313E+04, 1.927747E+04, 1.940223E+04, 1.952741E+04, 1.965301E+04, 1.977903E+04, 1.990547E+04, 2.003233E+04, 2.015962E+04, 2.028732E+04, 2.041544E+04, 2.054399E+04, 2.067296E+04, 2.080235E+04, 2.093215E+04, 2.106239E+04, 2.119304E+04, 2.132411E+04, 2.145561E+04, 2.158753E+04, 2.171987E+04, 2.185264E+04, 2.198583E+04, 2.211944E+04, 2.225347E+04, 2.238793E+04, 2.252281E+04, 2.265811E+04, 2.279384E+04, 2.292999E+04, 2.306656E+04, 2.320356E+04, 2.334099E+04, 2.347883E+04, 2.361711E+04, 2.375580E+04, 2.389493E+04, 2.403447E+04, 2.417445E+04, 2.431484E+04, 2.445567E+04, 2.459692E+04, 2.473859E+04, 2.488069E+04, 2.502322E+04, 2.516617E+04, 2.530955E+04, 2.545336E+04, 2.559759E+04, 2.574225E+04, 2.588734E+04, 2.603285E+04, 2.617879E+04, 2.632516E+04, 2.647196E+04, 2.661918E+04, 2.676683E+04, 2.691491E+04, 2.706342E+04, 2.721235E+04, 2.736172E+04, 2.751151E+04, 2.766174E+04, 2.781239E+04, 2.796347E+04, 2.811498E+04, 2.826692E+04, 2.841929E+04, 2.857208E+04, 2.872531E+04, 2.887897E+04, 2.903306E+04, 2.918758E+04, 2.934253E+04, 2.949791E+04, 2.965372E+04, 2.980996E+04, 2.996663E+04, 3.012374E+04, 3.028128E+04, 3.043924E+04, 3.059764E+04, 3.075647E+04, 3.091573E+04, 3.107543E+04, 3.123556E+04, 3.139612E+04, 3.155711E+04, 3.171853E+04, 3.188039E+04, 3.204268E+04, 3.220540E+04, 3.236856E+04, 3.253215E+04, 3.269618E+04, 3.286064E+04, 3.302553E+04, 3.319085E+04, 3.335661E+04, 3.352281E+04, 3.368944E+04, 3.385650E+04, 3.402400E+04, 3.419194E+04, 3.436031E+04, 3.452911E+04, 3.469835E+04, 3.486803E+04, 3.503814E+04, 3.520868E+04, 3.537967E+04, 3.555109E+04, 3.572294E+04, 3.589524E+04, 3.606796E+04, 3.624113E+04, 3.641473E+04, 3.658877E+04, 3.676325E+04, 3.693817E+04, 3.711352E+04, 3.728931E+04, 3.746554E+04, 3.764220E+04, 3.781931E+04, 3.799685E+04, 3.817483E+04, 3.835325E+04, 3.853211E+04, 3.871140E+04, 3.889114E+04, 3.907132E+04, 3.925193E+04, 3.943299E+04, 3.961448E+04, 3.979641E+04, 3.997879E+04, 4.016160E+04, 4.034486E+04, 4.052855E+04, 4.071269E+04, 4.089726E+04, 4.108228E+04, 4.126774E+04, 4.145364E+04, 4.163998E+04, 4.182676E+04, 4.201398E+04, 4.220165E+04, 4.238976E+04, 4.257831E+04, 4.276730E+04, 4.295673E+04, 4.314661E+04, 4.333693E+04, 4.352769E+04, 4.371889E+04, 4.391054E+04, 4.410264E+04, 4.429517E+04, 4.448815E+04, 4.468157E+04, 4.487544E+04, 4.506975E+04, 4.526450E+04, 4.545970E+04, 4.565535E+04, 4.585144E+04, 4.604797E+04, 4.624495E+04, 4.644237E+04, 4.664024E+04, 4.683855E+04, 4.703731E+04, 4.723652E+04, 4.743617E+04, 4.763627E+04, 4.783681E+04, 4.803780E+04, 4.823924E+04, 4.844112E+04, 4.864345E+04, 4.884622E+04, 4.904945E+04, 4.925312E+04, 4.945724E+04, 4.966180E+04, 4.986682E+04, 5.007228E+04, 5.027819E+04, 5.048455E+04, 5.069135E+04, 5.089861E+04, 5.110631E+04, 5.131446E+04, 5.152306E+04, 5.173211E+04, 5.194161E+04, 5.215156E+04, 5.236196E+04, 5.257280E+04, 5.278410E+04, 5.299585E+04, 5.320804E+04, 5.342069E+04, 5.363379E+04, 5.384734E+04, 5.406134E+04, 5.427579E+04, 5.449069E+04, 5.470604E+04, 5.492185E+04, 5.513810E+04, 5.535481E+04, 5.557197E+04, 5.578958E+04, 5.600764E+04, 5.622616E+04, 5.644512E+04, 5.666454E+04, 5.688442E+04, 5.710474E+04, 5.732552E+04, 5.754675E+04, 5.776844E+04, 5.799058E+04, 5.821317E+04, 5.843621E+04, 5.865971E+04, 5.888367E+04, 5.910807E+04, 5.933294E+04, 5.955825E+04, 5.978403E+04, ]) # ============================ M = 47, I = 1 ============================ M = 47 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[3] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.414270E+00, 3.753885E+01, 1.057361E+02, 1.939873E+02, 2.984678E+02, 4.169656E+02, 5.479928E+02, 6.904842E+02, 8.436907E+02, 1.007153E+03, 1.180696E+03, 1.364420E+03, 1.558672E+03, 1.764013E+03, 1.981177E+03, 2.211039E+03, 2.454584E+03, 2.712887E+03, 2.987094E+03, 3.278415E+03, 3.588121E+03, 3.917535E+03, 4.268040E+03, 4.641076E+03, 5.038147E+03, 5.460821E+03, 5.910737E+03, 6.389609E+03, 6.899230E+03, 7.441478E+03, 8.018317E+03, 8.631809E+03, 9.284110E+03, 9.977483E+03, 1.071430E+04, 1.149703E+04, 1.232829E+04, 1.321079E+04, 1.414738E+04, 1.514105E+04, 1.619491E+04, 1.731223E+04, 1.849642E+04, 1.975104E+04, 2.107982E+04, 2.248664E+04, 2.397557E+04, 2.555083E+04, 2.721685E+04, 2.897824E+04, 3.083979E+04, 3.280651E+04, 3.488362E+04, 3.707653E+04, 3.939089E+04, 4.183257E+04, 4.440770E+04, 4.712262E+04, 4.998392E+04, 5.299848E+04, 5.617341E+04, 5.951611E+04, 6.303426E+04, 6.673581E+04, 7.062902E+04, 7.472245E+04, 7.884530E+04, 8.334853E+04, 8.807839E+04, 9.304473E+04, 9.825772E+04, 1.037279E+05, 1.094663E+05, 1.154840E+05, 1.217930E+05, 1.284051E+05, 1.353330E+05, 1.425896E+05, 1.501882E+05, 1.581427E+05, 1.664674E+05, 1.751769E+05, 1.842866E+05, 1.938121E+05, 2.037697E+05, 2.141760E+05, 2.250484E+05, 2.364047E+05, 2.482633E+05, 2.606430E+05, 2.735634E+05, 2.870446E+05, 3.011073E+05, 3.157729E+05, 3.310633E+05, 3.470012E+05, 3.636098E+05, 3.809132E+05, 3.989359E+05, 4.177035E+05, 4.372419E+05, 4.575780E+05, 4.787394E+05, 5.007546E+05, 5.236525E+05, 5.474632E+05, 5.722175E+05, 5.979470E+05, 6.246841E+05, 6.524622E+05, 6.813156E+05, 7.112793E+05, 7.423894E+05, 7.746829E+05, 8.081977E+05, 8.429729E+05, 8.790482E+05, 9.164647E+05, 9.552643E+05, 9.954901E+05, 1.037186E+06, 1.080398E+06, 1.125171E+06, 1.171553E+06, 1.219593E+06, 1.269341E+06, 1.320847E+06, 1.374163E+06, 1.429344E+06, 1.486443E+06, 1.545517E+06, 1.606622E+06, 1.669818E+06, 1.735164E+06, 1.802721E+06, 1.872552E+06, 1.944721E+06, 2.019294E+06, 2.096336E+06, 2.175918E+06, 2.258109E+06, 2.342979E+06, 2.430603E+06, 2.521054E+06, 2.614408E+06, 2.710744E+06, 2.810141E+06, 2.912680E+06, 3.018444E+06, 3.127517E+06, 3.239985E+06, 3.355936E+06, 3.475461E+06, 3.598650E+06, 3.725598E+06, 3.856399E+06, 3.991152E+06, 4.129954E+06, 4.272907E+06, 4.420115E+06, 4.571682E+06, 4.727716E+06, 4.888326E+06, 5.053624E+06, 5.223722E+06, 5.398736E+06, 5.578785E+06, 5.763988E+06, 5.954468E+06, 6.150348E+06, 6.351757E+06, 6.558823E+06, 6.771677E+06, 6.990454E+06, 7.215291E+06, 7.446325E+06, 7.683698E+06, 7.927554E+06, 8.178039E+06, 8.435303E+06, 8.699497E+06, 8.970774E+06, 9.249293E+06, 9.535212E+06, 9.828694E+06, 1.012990E+07, 1.043901E+07, 1.075618E+07, 1.108160E+07, 1.141543E+07, 1.175785E+07, 1.210906E+07, 1.246923E+07, 1.283855E+07, 1.321721E+07, 1.360542E+07, 1.400336E+07, 1.441124E+07, 1.482927E+07, 1.525764E+07, 1.569657E+07, 1.614628E+07, 1.660698E+07, 1.707890E+07, 1.756225E+07, 1.805727E+07, 1.856419E+07, 1.908323E+07, 1.961465E+07, 2.015869E+07, 2.071558E+07, 2.128557E+07, 2.186893E+07, 2.246591E+07, 2.307677E+07, 2.370177E+07, 2.434119E+07, 2.499529E+07, 2.566435E+07, 2.634866E+07, 2.704850E+07, 2.776415E+07, 2.849591E+07, 2.924407E+07, 3.000895E+07, 3.079084E+07, 3.159005E+07, 3.240690E+07, 3.324171E+07, 3.409479E+07, 3.496649E+07, 3.585712E+07, 3.676703E+07, 3.769656E+07, 3.864605E+07, 3.961586E+07, 4.060633E+07, 4.161784E+07, 4.265074E+07, 4.370540E+07, 4.478221E+07, 4.588154E+07, 4.700377E+07, 4.814929E+07, 4.931851E+07, 5.051181E+07, 5.172961E+07, 5.297232E+07, 5.424035E+07, 5.553412E+07, 5.685405E+07, 5.820060E+07, 5.957418E+07, 6.097524E+07, 6.240423E+07, 6.386161E+07, 6.534783E+07, 6.686336E+07, 6.840867E+07, 6.998425E+07, 7.159056E+07, 7.322811E+07, 7.489738E+07, 7.659887E+07, 7.833310E+07, 8.010058E+07, 8.190183E+07, 8.373736E+07, 8.560772E+07, 8.751344E+07, 8.945507E+07, 9.143315E+07, 9.344824E+07, 9.550092E+07, 9.759174E+07, 9.972129E+07, 1.018901E+08, 1.040989E+08, 1.063481E+08, 1.086385E+08, 1.109706E+08, 1.133450E+08, 1.157623E+08, 1.182232E+08, 1.207284E+08, 1.232784E+08, 1.258740E+08, 1.285157E+08, 1.312043E+08, 1.339404E+08, 1.367248E+08, 1.395580E+08, 1.424409E+08, 1.453740E+08, 1.483582E+08, 1.513941E+08, 1.544824E+08, 1.576240E+08, 1.608195E+08, 1.640698E+08, 1.673754E+08, 1.707374E+08, 1.741563E+08, 1.776330E+08, 1.811683E+08, 1.847630E+08, 1.884179E+08, 1.921338E+08, 1.959115E+08, 1.997519E+08, 2.036558E+08, 2.076241E+08, 2.116577E+08, 2.157573E+08, 2.199239E+08, 2.241584E+08, 2.284616E+08, 2.328345E+08, 2.372780E+08, 2.417930E+08, 2.463805E+08, 2.510413E+08, 2.557765E+08, 2.605869E+08, 2.654736E+08, 2.704376E+08, 2.754798E+08, 2.806012E+08, 2.858029E+08, 2.910858E+08, 2.964510E+08, 3.018996E+08, 3.074325E+08, 3.130509E+08, 3.187557E+08, 3.245481E+08, 3.304293E+08, 3.364001E+08, 3.424619E+08, 3.486156E+08, 3.548625E+08, 3.612037E+08, 3.676402E+08, 3.741734E+08, 3.808043E+08, 3.875341E+08, 3.943641E+08, 4.012954E+08, 4.083293E+08, 4.154670E+08, 4.227097E+08, ]) # ============================ M = 48, I = 1 ============================ M = 48 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.147711E+01, 2.005718E+02, 3.996401E+02, 5.987334E+02, 7.981562E+02, 9.992792E+02, 1.204822E+03, 1.418261E+03, 1.643178E+03, 1.882951E+03, 2.140717E+03, 2.419440E+03, 2.721994E+03, 3.051242E+03, 3.410091E+03, 3.801534E+03, 4.228684E+03, 4.694797E+03, 5.203291E+03, 5.757766E+03, 6.362016E+03, 7.020045E+03, 7.736076E+03, 8.514573E+03, 9.360239E+03, 1.027804E+04, 1.127322E+04, 1.235130E+04, 1.351808E+04, 1.477971E+04, 1.614262E+04, 1.761360E+04, 1.919979E+04, 2.090867E+04, 2.274813E+04, 2.472644E+04, 2.685226E+04, 2.913472E+04, 3.158336E+04, 3.420818E+04, 3.701967E+04, 4.002882E+04, 4.324713E+04, 4.668663E+04, 5.035992E+04, 5.428016E+04, 5.846110E+04, 6.291717E+04, 6.766336E+04, 7.271542E+04, 7.808968E+04, 8.380330E+04, 8.987409E+04, 9.632066E+04, 1.031625E+05, 1.104197E+05, 1.181134E+05, 1.262656E+05, 1.348992E+05, 1.440379E+05, 1.537066E+05, 1.639309E+05, 1.747378E+05, 1.861551E+05, 1.982118E+05, 2.109380E+05, 2.243651E+05, 2.385255E+05, 2.534530E+05, 2.691826E+05, 2.857507E+05, 3.031951E+05, 3.215550E+05, 3.408708E+05, 3.611847E+05, 3.825405E+05, 4.049831E+05, 4.285597E+05, 4.533185E+05, 4.793100E+05, 5.065860E+05, 5.352006E+05, 5.652093E+05, 5.966700E+05, 6.296422E+05, 6.641874E+05, 7.003696E+05, 7.382547E+05, 7.779108E+05, 8.194081E+05, 8.628197E+05, 9.082204E+05, 9.556878E+05, 1.005302E+06, 1.057146E+06, 1.111304E+06, 1.167865E+06, 1.226920E+06, 1.288562E+06, 1.352888E+06, 1.419997E+06, 1.489992E+06, 1.562979E+06, 1.639067E+06, 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1.156339E+09, 1.180834E+09, 1.205782E+09, 1.231191E+09, 1.257068E+09, 1.283419E+09, 1.310254E+09, 1.337579E+09, 1.365402E+09, 1.393731E+09, 1.422573E+09, 1.451937E+09, 1.481831E+09, 1.512262E+09, 1.543240E+09, 1.574772E+09, 1.606867E+09, 1.639534E+09, 1.672781E+09, 1.706617E+09, 1.741051E+09, 1.776093E+09, 1.811751E+09, 1.848034E+09, 1.884953E+09, 1.922516E+09, 1.960733E+09, 1.999614E+09, 2.039169E+09, 2.079408E+09, 2.120340E+09, 2.161977E+09, 2.204328E+09, 2.247405E+09, 2.291216E+09, 2.335775E+09, 2.381090E+09, 2.427175E+09, 2.474038E+09, 2.521692E+09, 2.570149E+09, 2.619418E+09, 2.669515E+09, 2.720448E+09, 2.772230E+09, 2.824873E+09, 2.878390E+09, 2.932794E+09, 2.988096E+09, 3.044309E+09, 3.101446E+09, 3.159522E+09, 3.218546E+09, 3.278535E+09, 3.339501E+09, 3.401459E+09, 3.464421E+09, 3.528400E+09, 3.593413E+09, 3.659474E+09, 3.726594E+09, 3.794791E+09, 3.864078E+09, 3.934472E+09, 4.005987E+09, 4.078637E+09, 4.152439E+09, 4.227409E+09, 4.303560E+09, 4.380912E+09, 4.459477E+09, 4.539276E+09, 4.620321E+09, 4.702631E+09, 4.786224E+09, 4.871113E+09, 4.957321E+09, 5.044860E+09, 5.133752E+09, 5.224012E+09, 5.315659E+09, 5.408711E+09, 5.503187E+09, 5.599105E+09, 5.696486E+09, 5.795346E+09, 5.895705E+09, 5.997584E+09, 6.101001E+09, 6.205977E+09, 6.312532E+09, 6.420685E+09, 6.530459E+09, 6.641874E+09, 6.754949E+09, 6.869706E+09, 6.986168E+09, 7.104355E+09, 7.224291E+09, 7.345996E+09, 7.469493E+09, 7.594804E+09, 7.721954E+09, 7.850965E+09, 7.981859E+09, 8.114660E+09, 8.249393E+09, 8.386082E+09, 8.524748E+09, 8.665420E+09, 8.808122E+09, 8.952878E+09, 9.099711E+09, 9.248652E+09, 9.399720E+09, 9.552948E+09, 9.708360E+09, 9.865981E+09, 1.002584E+10, 1.018796E+10, 1.035237E+10, 1.051910E+10, 1.068818E+10, 1.085964E+10, 1.103350E+10, 1.120979E+10, 1.138855E+10, 1.156979E+10, 1.175356E+10, 1.193988E+10, 1.212878E+10, 1.232029E+10, 1.251445E+10, 1.271128E+10, 1.291082E+10, 1.311310E+10, 1.331814E+10, 1.352599E+10, 1.373667E+10, 1.395023E+10, 1.416668E+10, 1.438607E+10, 1.460843E+10, 1.483380E+10, 1.506220E+10, 1.529368E+10, 1.552827E+10, 1.576600E+10, 1.600692E+10, 1.625105E+10, 1.649844E+10, 1.674912E+10, 1.700313E+10, 1.726050E+10, 1.752129E+10, 1.778552E+10, 1.805323E+10, 1.832446E+10, 1.859926E+10, 1.887765E+10, 1.915969E+10, 1.944542E+10, 1.973487E+10, 2.002808E+10, 2.032510E+10, 2.062598E+10, 2.093075E+10, 2.123945E+10, 2.155214E+10, 2.186885E+10, 2.218963E+10, 2.251452E+10, 2.284357E+10, 2.317682E+10, 2.351433E+10, 2.385613E+10, 2.420227E+10, 2.455280E+10, 2.490778E+10, 2.526724E+10, 2.563123E+10, 2.599981E+10, 2.637302E+10, 2.675092E+10, ]) # ============================ M = 48, I = 2 ============================ #M = 48 #I = 2 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 1.010512E+01, 9.475994E+01, 1.888521E+02, 2.829559E+02, 3.772153E+02, 4.722782E+02, # 5.694299E+02, 6.703137E+02, 7.766221E+02, 8.899526E+02, 1.011787E+03, 1.143527E+03, # 1.286531E+03, 1.442151E+03, 1.611762E+03, 1.796779E+03, 1.998672E+03, 2.218982E+03, # 2.459323E+03, 2.721397E+03, 3.006997E+03, 3.318016E+03, 3.656450E+03, 4.024408E+03, # 4.424113E+03, 4.857915E+03, 5.328287E+03, 5.837842E+03, 6.389325E+03, 6.985635E+03, # 7.629816E+03, 8.325077E+03, 9.074791E+03, 9.882496E+03, 1.075192E+04, 1.168697E+04, # 1.269174E+04, 1.377055E+04, 1.492790E+04, 1.616852E+04, 1.749737E+04, 1.891965E+04, # 2.044078E+04, 2.206646E+04, 2.380264E+04, 2.565554E+04, 2.763167E+04, 2.973783E+04, # 3.198112E+04, 3.436896E+04, 3.690911E+04, 3.960964E+04, 4.247899E+04, 4.552596E+04, # 4.875972E+04, 5.218984E+04, 5.582627E+04, 5.967942E+04, 6.376005E+04, 6.807945E+04, # 7.264931E+04, 7.748183E+04, 8.258968E+04, 8.798604E+04, 9.368460E+04, 9.969961E+04, # 1.060459E+05, 1.127387E+05, 1.197942E+05, 1.272287E+05, 1.350596E+05, 1.433046E+05, # 1.519823E+05, 1.611119E+05, 1.707132E+05, 1.808069E+05, 1.914143E+05, 2.025577E+05, # 2.142598E+05, 2.265446E+05, 2.394365E+05, 2.529610E+05, 2.671445E+05, 2.820142E+05, # 2.975983E+05, 3.139258E+05, 3.310272E+05, 3.489334E+05, 3.676765E+05, 3.872900E+05, # 4.078082E+05, 4.292665E+05, 4.517017E+05, 4.751515E+05, 4.996550E+05, 5.252526E+05, # 5.519859E+05, 5.798977E+05, 6.090323E+05, 6.394353E+05, 6.711538E+05, 7.042367E+05, # 7.387332E+05, 7.746956E+05, 8.121765E+05, 8.512309E+05, 8.919148E+05, 9.342868E+05, # 9.784057E+05, 1.024334E+06, 1.072134E+06, 1.121872E+06, 1.173614E+06, 1.227430E+06, # 1.283389E+06, 1.341566E+06, 1.402035E+06, 1.464874E+06, 1.530161E+06, 1.597978E+06, # 1.668409E+06, 1.741540E+06, 1.817459E+06, 1.896257E+06, 1.978028E+06, 2.062868E+06, # 2.150873E+06, 2.242146E+06, 2.336791E+06, 2.434913E+06, 2.536622E+06, 2.642030E+06, # 2.751252E+06, 2.864406E+06, 2.981613E+06, 3.102996E+06, 3.228684E+06, 3.358807E+06, # 3.493499E+06, 3.632895E+06, 3.777138E+06, 3.926371E+06, 4.080743E+06, 4.240403E+06, # 4.405507E+06, 4.576214E+06, 4.752686E+06, 4.935090E+06, 5.123597E+06, 5.318382E+06, # 5.519621E+06, 5.727500E+06, 5.942204E+06, 6.163926E+06, 6.392864E+06, 6.629215E+06, # 6.873186E+06, 7.124989E+06, 7.384837E+06, 7.652950E+06, 7.929553E+06, 8.214876E+06, # 8.509155E+06, 8.812631E+06, 9.125547E+06, 9.448157E+06, 9.780716E+06, 1.012349E+07, # 1.047674E+07, 1.084075E+07, 1.121579E+07, 1.160215E+07, 1.200013E+07, 1.241002E+07, # 1.283213E+07, 1.326677E+07, 1.371425E+07, 1.417490E+07, 1.464906E+07, 1.513707E+07, # 1.563926E+07, 1.615599E+07, 1.668762E+07, 1.723453E+07, 1.779708E+07, 1.837565E+07, # 1.897065E+07, 1.958246E+07, 2.021150E+07, 2.085818E+07, 2.152292E+07, 2.220614E+07, # 2.290831E+07, 2.362986E+07, 2.437125E+07, 2.513296E+07, 2.591543E+07, 2.671919E+07, # 2.754471E+07, 2.839250E+07, 2.926307E+07, 3.015695E+07, 3.107467E+07, 3.201677E+07, # 3.298381E+07, 3.397636E+07, 3.499499E+07, 3.604028E+07, 3.711284E+07, 3.821327E+07, # 3.934220E+07, 4.050026E+07, 4.168807E+07, 4.290632E+07, 4.415565E+07, 4.543675E+07, # 4.675031E+07, 4.809703E+07, 4.947764E+07, 5.089285E+07, 5.234342E+07, 5.383009E+07, # 5.535364E+07, 5.691486E+07, 5.851453E+07, 6.015348E+07, 6.183251E+07, 6.355250E+07, # 6.531424E+07, 6.711866E+07, 6.896660E+07, 7.085900E+07, 7.279675E+07, 7.478078E+07, # 7.681205E+07, 7.889150E+07, 8.102015E+07, 8.319894E+07, 8.542891E+07, 8.771111E+07, # 9.004656E+07, 9.243633E+07, 9.488148E+07, 9.738314E+07, 9.994243E+07, 1.025605E+08, # 1.052384E+08, 1.079774E+08, 1.107787E+08, 1.136435E+08, 1.165730E+08, 1.195685E+08, # 1.226312E+08, 1.257625E+08, 1.289635E+08, 1.322358E+08, 1.355806E+08, 1.389994E+08, # 1.424934E+08, 1.460641E+08, 1.497131E+08, 1.534416E+08, 1.572513E+08, 1.611436E+08, # 1.651201E+08, 1.691823E+08, 1.733319E+08, 1.775703E+08, 1.818993E+08, 1.863205E+08, # 1.908356E+08, 1.954463E+08, 2.001543E+08, 2.049614E+08, 2.098693E+08, 2.148799E+08, # 2.199950E+08, 2.252166E+08, 2.305464E+08, 2.359864E+08, 2.415386E+08, 2.472049E+08, # 2.529873E+08, 2.588879E+08, 2.649087E+08, 2.710520E+08, 2.773196E+08, 2.837140E+08, # 2.902370E+08, 2.968913E+08, 3.036787E+08, 3.106017E+08, 3.176627E+08, 3.248639E+08, # 3.322077E+08, 3.396966E+08, 3.473330E+08, 3.551194E+08, 3.630583E+08, 3.711523E+08, # 3.794040E+08, 3.878160E+08, 3.963910E+08, 4.051316E+08, 4.140405E+08, 4.231207E+08, # 4.323749E+08, 4.418060E+08, 4.514169E+08, 4.612103E+08, 4.711895E+08, 4.813573E+08, # 4.917170E+08, 5.022713E+08, 5.130236E+08, 5.239772E+08, 5.351349E+08, 5.465004E+08, # 5.580768E+08, 5.698675E+08, 5.818759E+08, 5.941053E+08, 6.065594E+08, 6.192415E+08, # 6.321555E+08, 6.453048E+08, 6.586930E+08, 6.723240E+08, 6.862016E+08, 7.003295E+08, # 7.147113E+08, 7.293516E+08, 7.442536E+08, 7.594218E+08, 7.748604E+08, 7.905730E+08, # 8.065641E+08, 8.228378E+08, 8.393985E+08, 8.562504E+08, 8.733981E+08, 8.908458E+08, # 9.085983E+08, 9.266595E+08, 9.450350E+08, 9.637285E+08, 9.827454E+08, 1.002090E+09, # 1.021768E+09, 1.041783E+09, 1.062141E+09, 1.082846E+09, 1.103904E+09, 1.125320E+09, # 1.147100E+09, 1.169248E+09, 1.191769E+09, 1.214669E+09, 1.237954E+09, 1.261630E+09, # 1.285700E+09, 1.310172E+09, 1.335052E+09, 1.360344E+09, 1.386055E+09, 1.412190E+09, # 1.438756E+09, 1.465760E+09, 1.493206E+09, 1.521101E+09, 1.549451E+09, 1.578264E+09, # 1.607544E+09, 1.637300E+09, 1.667537E+09, 1.698261E+09, 1.729481E+09, 1.761202E+09, # 1.793431E+09, 1.826176E+09, 1.859444E+09, 1.893242E+09, 1.927576E+09, 1.962454E+09, # 1.997884E+09, 2.033873E+09, 2.070429E+09, 2.107558E+09, 2.145270E+09, 2.183572E+09, # 2.222471E+09, 2.261976E+09, 2.302095E+09, 2.342835E+09, 2.384206E+09, 2.426216E+09, # 2.468872E+09, 2.512184E+09, 2.556159E+09, 2.600808E+09, 2.646138E+09, 2.692159E+09, # 2.738880E+09, 2.786308E+09, 2.834455E+09, 2.883329E+09, 2.932940E+09, 2.983297E+09, # 3.034409E+09, 3.086287E+09, 3.138940E+09, 3.192378E+09, 3.246611E+09, 3.301650E+09, # 3.357504E+09, 3.414184E+09, 3.471701E+09, 3.530064E+09, 3.589285E+09, 3.649375E+09, # 3.710344E+09, 3.772202E+09, 3.834962E+09, 3.898636E+09, 3.963232E+09, 4.028765E+09, # 4.095245E+09, 4.162683E+09, 4.231092E+09, 4.300485E+09, 4.370872E+09, 4.442265E+09, # 4.514679E+09, 4.588124E+09, 4.662613E+09, 4.738159E+09, 4.814775E+09, 4.892474E+09, # 4.971270E+09, 5.051174E+09, 5.132201E+09, 5.214365E+09, 5.297678E+09, 5.382154E+09, # 5.467808E+09, 5.554654E+09, 5.642705E+09, 5.731977E+09, 5.822484E+09, 5.914238E+09, # 6.007257E+09, 6.101556E+09, 6.197146E+09, 6.294048E+09, 6.392273E+09, 6.491839E+09, # 6.592760E+09, 6.695052E+09, 6.798733E+09, 6.903816E+09, 7.010319E+09, 7.118258E+09, # 7.227651E+09, 7.338512E+09, 7.450861E+09, 7.564713E+09, 7.680085E+09, 7.796996E+09, # 7.915462E+09, 8.035503E+09, 8.157132E+09, 8.280373E+09, 8.405242E+09, 8.531757E+09, # 8.659935E+09, 8.789798E+09, 8.921362E+09, 9.054650E+09, 9.189675E+09, 9.326464E+09, # 9.465031E+09, 9.605397E+09, 9.747583E+09, 9.891610E+09, 1.003750E+10, 1.018527E+10, # 1.033493E+10, 1.048653E+10, 1.064006E+10, 1.079556E+10, 1.095305E+10, 1.111255E+10, # 1.127407E+10, 1.143765E+10, 1.160331E+10, 1.177106E+10, 1.194093E+10, 1.211294E+10, # 1.228712E+10, 1.246350E+10, 1.264208E+10, #]) # ============================ M = 49, I = 1 ============================ M = 49 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.721481E+02, 5.256056E+03, 1.484065E+04, 2.725198E+04, 4.195358E+04, 5.864663E+04, 7.716245E+04, 9.743043E+04, 1.194582E+05, 1.433153E+05, 1.691203E+05, 1.970315E+05, 2.272411E+05, 2.599702E+05, 2.954664E+05, 3.340012E+05, 3.758697E+05, 4.213894E+05, 4.709005E+05, 5.247664E+05, 5.833741E+05, 6.471352E+05, 7.164874E+05, 7.918951E+05, 8.738508E+05, 9.628776E+05, 1.059529E+06, 1.164393E+06, 1.278091E+06, 1.401280E+06, 1.534657E+06, 1.678959E+06, 1.834964E+06, 2.003495E+06, 2.185421E+06, 2.381658E+06, 2.593175E+06, 2.820991E+06, 3.066183E+06, 3.329883E+06, 3.613284E+06, 3.917643E+06, 4.244280E+06, 4.594584E+06, 4.970014E+06, 5.372103E+06, 5.802462E+06, 6.262780E+06, 6.754827E+06, 7.280464E+06, 7.841634E+06, 8.440382E+06, 9.078840E+06, 9.759244E+06, 1.048393E+07, 1.125535E+07, 1.207606E+07, 1.294872E+07, 1.387613E+07, 1.486120E+07, 1.590698E+07, 1.701663E+07, 1.819346E+07, 1.944093E+07, 2.076262E+07, 2.216227E+07, 2.364381E+07, 2.521127E+07, 2.686889E+07, 2.862106E+07, 3.047235E+07, 3.242753E+07, 3.449152E+07, 3.666946E+07, 3.896669E+07, 4.138874E+07, 4.394135E+07, 4.663050E+07, 4.946237E+07, 5.244340E+07, 5.558021E+07, 5.887973E+07, 6.234908E+07, 6.599570E+07, 6.982725E+07, 7.385167E+07, 7.807722E+07, 8.251236E+07, 8.716595E+07, 9.204707E+07, 9.716517E+07, 1.025300E+08, 1.081516E+08, 1.140404E+08, 1.202071E+08, 1.266630E+08, 1.334193E+08, 1.404881E+08, 1.478815E+08, 1.556122E+08, 1.636932E+08, 1.721380E+08, 1.809603E+08, 1.901746E+08, 1.997955E+08, 2.098383E+08, 2.203186E+08, 2.312526E+08, 2.426568E+08, 2.545485E+08, 2.669453E+08, 2.798652E+08, 2.933272E+08, 3.073503E+08, 3.219545E+08, 3.371600E+08, 3.529879E+08, 3.694597E+08, 3.865976E+08, 4.044244E+08, 4.229636E+08, 4.422393E+08, 4.622762E+08, 4.830998E+08, 5.047363E+08, 5.272126E+08, 5.505561E+08, 5.747953E+08, 5.999592E+08, 6.260778E+08, 6.531817E+08, 6.813024E+08, 7.104720E+08, 7.407239E+08, 7.720921E+08, 8.046114E+08, 8.383173E+08, 8.732467E+08, 9.094375E+08, 9.469277E+08, 9.857572E+08, 1.025966E+09, 1.067597E+09, 1.110691E+09, 1.155292E+09, 1.201445E+09, 1.249196E+09, 1.298592E+09, 1.349679E+09, 1.402509E+09, 1.457130E+09, 1.513594E+09, 1.571954E+09, 1.632264E+09, 1.694580E+09, 1.758956E+09, 1.825452E+09, 1.894125E+09, 1.965038E+09, 2.038251E+09, 2.113827E+09, 2.191832E+09, 2.272331E+09, 2.355392E+09, 2.441083E+09, 2.529476E+09, 2.620643E+09, 2.714656E+09, 2.811592E+09, 2.911528E+09, 3.014541E+09, 3.120714E+09, 3.230126E+09, 3.342861E+09, 3.459007E+09, 3.578649E+09, 3.701878E+09, 3.828783E+09, 3.959458E+09, 4.093998E+09, 4.232500E+09, 4.375062E+09, 4.521784E+09, 4.672771E+09, 4.828127E+09, 4.987958E+09, 5.152375E+09, 5.321488E+09, 5.495412E+09, 5.674260E+09, 5.858154E+09, 6.047212E+09, 6.241558E+09, 6.441317E+09, 6.646615E+09, 6.857584E+09, 7.074357E+09, 7.297068E+09, 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2.593152E+12, 2.630759E+12, 2.668840E+12, 2.707399E+12, 2.746443E+12, 2.785975E+12, 2.826002E+12, 2.866528E+12, 2.907559E+12, 2.949101E+12, 2.991157E+12, 3.033736E+12, 3.076840E+12, 3.120476E+12, 3.164651E+12, 3.209368E+12, 3.254635E+12, 3.300455E+12, 3.346837E+12, ]) # ============================ M = 49, I = 2 ============================ M = 49 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 3.536788E+02, 1.080671E+04, 3.051435E+04, 5.603449E+04, 8.626393E+04, 1.205883E+05, 1.586606E+05, 2.003358E+05, 2.456296E+05, 2.946848E+05, 3.477452E+05, 4.051367E+05, 4.672541E+05, 5.345525E+05, 6.075406E+05, 6.867774E+05, 7.728694E+05, 8.664697E+05, 9.682784E+05, 1.079043E+06, 1.199558E+06, 1.330673E+06, 1.473286E+06, 1.628354E+06, 1.796889E+06, 1.979967E+06, 2.178729E+06, 2.394381E+06, 2.628202E+06, 2.881547E+06, 3.155848E+06, 3.452620E+06, 3.773466E+06, 4.120077E+06, 4.494242E+06, 4.897847E+06, 5.332883E+06, 5.801449E+06, 6.305759E+06, 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1.335613E+12, 1.358832E+12, 1.382402E+12, 1.406326E+12, 1.430610E+12, 1.455258E+12, 1.480274E+12, 1.505664E+12, 1.531431E+12, 1.557582E+12, 1.584120E+12, 1.611050E+12, 1.638379E+12, 1.666109E+12, 1.694247E+12, 1.722798E+12, 1.751766E+12, 1.781157E+12, 1.810976E+12, 1.841228E+12, 1.871920E+12, 1.903055E+12, 1.934640E+12, 1.966680E+12, 1.999181E+12, 2.032148E+12, 2.065587E+12, 2.099503E+12, 2.133904E+12, 2.168794E+12, 2.204179E+12, 2.240065E+12, 2.276458E+12, 2.313365E+12, 2.350791E+12, 2.388743E+12, 2.427227E+12, 2.466250E+12, 2.505817E+12, 2.545935E+12, 2.586611E+12, 2.627851E+12, 2.669663E+12, 2.712052E+12, 2.755024E+12, 2.798589E+12, 2.842752E+12, 2.887520E+12, 2.932900E+12, 2.978899E+12, 3.025525E+12, 3.072784E+12, 3.120685E+12, 3.169234E+12, 3.218439E+12, 3.268308E+12, 3.318847E+12, 3.370065E+12, 3.421969E+12, 3.474568E+12, 3.527869E+12, 3.581880E+12, 3.636609E+12, 3.692063E+12, 3.748253E+12, 3.805186E+12, 3.862869E+12, 3.921312E+12, 3.980522E+12, 4.040509E+12, 4.101281E+12, 4.162847E+12, 4.225217E+12, 4.288397E+12, 4.352398E+12, 4.417229E+12, 4.482897E+12, 4.549414E+12, 4.616789E+12, 4.685030E+12, 4.754148E+12, 4.824151E+12, 4.895049E+12, 4.966851E+12, 5.039569E+12, 5.113212E+12, 5.187790E+12, 5.263312E+12, 5.339789E+12, 5.417232E+12, 5.495649E+12, 5.575054E+12, 5.655455E+12, 5.736863E+12, 5.819289E+12, 5.902744E+12, 5.987238E+12, 6.072783E+12, 6.159389E+12, 6.247069E+12, 6.335833E+12, 6.425694E+12, 6.516660E+12, 6.608746E+12, 6.701962E+12, 6.796320E+12, 6.891832E+12, ]) # ============================ M = 50, I = 1 ============================ M = 50 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.769359E+00, 1.755338E+01, 4.269006E+01, 7.002747E+01, 9.812478E+01, 1.265702E+02, 1.552039E+02, 1.839512E+02, 2.127725E+02, 2.416450E+02, 2.705545E+02, 2.994919E+02, 3.284510E+02, 3.574278E+02, 3.864198E+02, 4.154257E+02, 4.444454E+02, 4.734803E+02, 5.025327E+02, 5.316061E+02, 5.607054E+02, 5.898365E+02, 6.190061E+02, 6.482221E+02, 6.774931E+02, 7.068283E+02, 7.362375E+02, 7.657308E+02, 7.953185E+02, 8.250112E+02, 8.548195E+02, 8.847539E+02, 9.148248E+02, 9.450425E+02, 9.754168E+02, 1.005958E+03, 1.036674E+03, 1.067576E+03, 1.098671E+03, 1.129968E+03, 1.161475E+03, 1.193199E+03, 1.225149E+03, 1.257330E+03, 1.289749E+03, 1.322413E+03, 1.355327E+03, 1.388497E+03, 1.421929E+03, 1.455627E+03, 1.489596E+03, 1.523841E+03, 1.558365E+03, 1.593173E+03, 1.628268E+03, 1.663655E+03, 1.699336E+03, 1.735314E+03, 1.771594E+03, 1.808176E+03, 1.845065E+03, 1.882262E+03, 1.919771E+03, 1.957592E+03, 1.995729E+03, 2.034184E+03, 2.072958E+03, 2.112053E+03, 2.151471E+03, 2.191213E+03, 2.231282E+03, 2.271678E+03, 2.312403E+03, 2.353459E+03, 2.394845E+03, 2.436565E+03, 2.478618E+03, 2.521006E+03, 2.563730E+03, 2.606791E+03, 2.650189E+03, 2.693927E+03, 2.738003E+03, 2.782420E+03, 2.827178E+03, 2.872278E+03, 2.917720E+03, 2.963506E+03, 3.009635E+03, 3.056108E+03, 3.102927E+03, 3.150091E+03, 3.197601E+03, 3.245457E+03, 3.293661E+03, 3.342212E+03, 3.391111E+03, 3.440358E+03, 3.489954E+03, 3.539899E+03, 3.590194E+03, 3.640838E+03, 3.691833E+03, 3.743179E+03, 3.794875E+03, 3.846922E+03, 3.899321E+03, 3.952072E+03, 4.005175E+03, 4.058630E+03, 4.112438E+03, 4.166599E+03, 4.221112E+03, 4.275979E+03, 4.331200E+03, 4.386775E+03, 4.442703E+03, 4.498985E+03, 4.555622E+03, 4.612614E+03, 4.669960E+03, 4.727661E+03, 4.785718E+03, 4.844129E+03, 4.902896E+03, 4.962019E+03, 5.021498E+03, 5.081332E+03, 5.141523E+03, 5.202069E+03, 5.262972E+03, 5.324232E+03, 5.385848E+03, 5.447821E+03, 5.510150E+03, 5.572837E+03, 5.635881E+03, 5.699282E+03, 5.763041E+03, 5.827157E+03, 5.891630E+03, 5.956461E+03, 6.021650E+03, 6.087197E+03, 6.153102E+03, 6.219364E+03, 6.285985E+03, 6.352965E+03, 6.420302E+03, 6.487998E+03, 6.556053E+03, 6.624466E+03, 6.693238E+03, 6.762369E+03, 6.831859E+03, 6.901707E+03, 6.971915E+03, 7.042481E+03, 7.113407E+03, 7.184693E+03, 7.256337E+03, 7.328341E+03, 7.400704E+03, 7.473427E+03, 7.546510E+03, 7.619952E+03, 7.693754E+03, 7.767916E+03, 7.842438E+03, 7.917320E+03, 7.992561E+03, 8.068163E+03, 8.144125E+03, 8.220447E+03, 8.297130E+03, 8.374173E+03, 8.451576E+03, 8.529340E+03, 8.607464E+03, 8.685949E+03, 8.764794E+03, 8.844000E+03, 8.923567E+03, 9.003495E+03, 9.083783E+03, 9.164433E+03, 9.245443E+03, 9.326815E+03, 9.408547E+03, 9.490641E+03, 9.573096E+03, 9.655912E+03, 9.739089E+03, 9.822628E+03, 9.906528E+03, 9.990790E+03, 1.007541E+04, 1.016040E+04, 1.024574E+04, 1.033145E+04, 1.041752E+04, 1.050395E+04, 1.059075E+04, 1.067790E+04, 1.076542E+04, 1.085330E+04, 1.094154E+04, 1.103014E+04, 1.111910E+04, 1.120843E+04, 1.129812E+04, 1.138817E+04, 1.147858E+04, 1.156936E+04, 1.166050E+04, 1.175200E+04, 1.184386E+04, 1.193609E+04, 1.202867E+04, 1.212162E+04, 1.221494E+04, 1.230861E+04, 1.240265E+04, 1.249705E+04, 1.259182E+04, 1.268694E+04, 1.278243E+04, 1.287829E+04, 1.297450E+04, 1.307108E+04, 1.316802E+04, 1.326533E+04, 1.336300E+04, 1.346103E+04, 1.355942E+04, 1.365818E+04, 1.375730E+04, 1.385678E+04, 1.395663E+04, 1.405684E+04, 1.415742E+04, 1.425835E+04, 1.435966E+04, 1.446132E+04, 1.456335E+04, 1.466574E+04, 1.476850E+04, 1.487162E+04, 1.497510E+04, 1.507895E+04, 1.518316E+04, 1.528774E+04, 1.539268E+04, 1.549798E+04, 1.560365E+04, 1.570968E+04, 1.581608E+04, 1.592283E+04, 1.602996E+04, 1.613745E+04, 1.624530E+04, 1.635352E+04, 1.646210E+04, 1.657104E+04, 1.668035E+04, 1.679003E+04, 1.690007E+04, 1.701047E+04, 1.712124E+04, 1.723237E+04, 1.734387E+04, 1.745573E+04, 1.756796E+04, 1.768055E+04, 1.779351E+04, 1.790683E+04, 1.802051E+04, 1.813457E+04, 1.824898E+04, 1.836376E+04, 1.847891E+04, 1.859442E+04, 1.871030E+04, 1.882654E+04, 1.894315E+04, 1.906012E+04, 1.917746E+04, 1.929516E+04, 1.941323E+04, 1.953167E+04, 1.965046E+04, 1.976963E+04, 1.988916E+04, 2.000906E+04, 2.012932E+04, 2.024994E+04, 2.037094E+04, 2.049230E+04, 2.061402E+04, 2.073611E+04, 2.085857E+04, 2.098139E+04, 2.110458E+04, 2.122813E+04, 2.135205E+04, 2.147634E+04, 2.160099E+04, 2.172601E+04, 2.185139E+04, 2.197715E+04, 2.210326E+04, 2.222974E+04, 2.235660E+04, 2.248381E+04, 2.261139E+04, 2.273934E+04, 2.286766E+04, 2.299634E+04, 2.312539E+04, 2.325480E+04, 2.338458E+04, 2.351473E+04, 2.364525E+04, 2.377613E+04, 2.390738E+04, 2.403899E+04, 2.417097E+04, 2.430332E+04, 2.443604E+04, 2.456912E+04, 2.470257E+04, 2.483639E+04, 2.497057E+04, 2.510512E+04, 2.524004E+04, 2.537533E+04, 2.551098E+04, 2.564700E+04, 2.578339E+04, 2.592014E+04, 2.605726E+04, 2.619475E+04, 2.633261E+04, 2.647084E+04, 2.660943E+04, 2.674839E+04, 2.688772E+04, 2.702741E+04, 2.716747E+04, 2.730790E+04, 2.744870E+04, 2.758987E+04, 2.773140E+04, 2.787330E+04, 2.801557E+04, 2.815821E+04, 2.830122E+04, 2.844459E+04, 2.858833E+04, 2.873244E+04, 2.887692E+04, 2.902177E+04, 2.916698E+04, 2.931256E+04, 2.945852E+04, 2.960483E+04, 2.975152E+04, 2.989858E+04, 3.004601E+04, 3.019380E+04, 3.034196E+04, 3.049049E+04, 3.063939E+04, 3.078866E+04, 3.093829E+04, 3.108830E+04, 3.123867E+04, 3.138942E+04, 3.154053E+04, 3.169201E+04, 3.184386E+04, 3.199608E+04, 3.214867E+04, 3.230162E+04, 3.245495E+04, 3.260864E+04, 3.276271E+04, 3.291714E+04, 3.307194E+04, 3.322711E+04, 3.338266E+04, 3.353857E+04, 3.369485E+04, 3.385150E+04, 3.400851E+04, 3.416590E+04, 3.432366E+04, 3.448179E+04, 3.464029E+04, 3.479915E+04, 3.495839E+04, 3.511800E+04, 3.527797E+04, 3.543832E+04, 3.559903E+04, 3.576012E+04, 3.592158E+04, 3.608340E+04, 3.624560E+04, 3.640816E+04, 3.657110E+04, 3.673440E+04, 3.689808E+04, 3.706213E+04, 3.722654E+04, 3.739133E+04, 3.755649E+04, 3.772202E+04, 3.788792E+04, 3.805418E+04, 3.822082E+04, 3.838783E+04, 3.855521E+04, 3.872296E+04, 3.889108E+04, 3.905958E+04, 3.922844E+04, 3.939767E+04, 3.956728E+04, 3.973725E+04, 3.990760E+04, 4.007832E+04, 4.024941E+04, 4.042086E+04, 4.059270E+04, 4.076490E+04, 4.093747E+04, 4.111041E+04, 4.128373E+04, 4.145741E+04, 4.163147E+04, 4.180590E+04, 4.198070E+04, 4.215587E+04, 4.233141E+04, 4.250733E+04, 4.268361E+04, 4.286027E+04, 4.303730E+04, 4.321470E+04, 4.339247E+04, 4.357062E+04, 4.374913E+04, 4.392802E+04, 4.410728E+04, 4.428691E+04, 4.446692E+04, 4.464729E+04, 4.482804E+04, 4.500916E+04, 4.519065E+04, 4.537251E+04, 4.555475E+04, 4.573736E+04, 4.592033E+04, 4.610369E+04, 4.628741E+04, 4.647151E+04, 4.665598E+04, 4.684082E+04, 4.702603E+04, 4.721162E+04, 4.739758E+04, 4.758391E+04, 4.777062E+04, 4.795769E+04, 4.814514E+04, 4.833297E+04, 4.852116E+04, 4.870973E+04, 4.889867E+04, 4.908799E+04, 4.927767E+04, 4.946773E+04, 4.965817E+04, 4.984897E+04, 5.004015E+04, 5.023170E+04, 5.042363E+04, 5.061593E+04, 5.080860E+04, 5.100164E+04, 5.119506E+04, 5.138886E+04, 5.158302E+04, 5.177756E+04, 5.197247E+04, 5.216776E+04, 5.236342E+04, 5.255945E+04, 5.275586E+04, ]) # ============================ M = 50, I = 2 ============================ M = 50 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.783955E+00, 1.782252E+01, 4.343160E+01, 7.130060E+01, 9.995046E+01, 1.289581E+02, 1.581593E+02, 1.874773E+02, 2.168715E+02, 2.463182E+02, 2.758030E+02, 3.053164E+02, 3.348523E+02, 3.644063E+02, 3.939761E+02, 4.235603E+02, 4.531592E+02, 4.827741E+02, 5.124077E+02, 5.420639E+02, 5.717478E+02, 6.014659E+02, 6.312253E+02, 6.610344E+02, 6.909022E+02, 7.208386E+02, 7.508536E+02, 7.809580E+02, 8.111625E+02, 8.414781E+02, 8.719159E+02, 9.024867E+02, 9.332014E+02, 9.640703E+02, 9.951040E+02, 1.026312E+03, 1.057705E+03, 1.089291E+03, 1.121080E+03, 1.153080E+03, 1.185299E+03, 1.217745E+03, 1.250425E+03, 1.283347E+03, 1.316517E+03, 1.349942E+03, 1.383627E+03, 1.417578E+03, 1.451801E+03, 1.486300E+03, 1.521081E+03, 1.556148E+03, 1.591504E+03, 1.627155E+03, 1.663104E+03, 1.699355E+03, 1.735910E+03, 1.772774E+03, 1.809949E+03, 1.847438E+03, 1.885244E+03, 1.923369E+03, 1.961816E+03, 2.000587E+03, 2.039684E+03, 2.079109E+03, 2.118864E+03, 2.158952E+03, 2.199372E+03, 2.240128E+03, 2.281222E+03, 2.322653E+03, 2.364424E+03, 2.406536E+03, 2.448990E+03, 2.491787E+03, 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============================ M = 50, I = 3 ============================ M = 50 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 1.829108E+00, 1.863492E+01, 4.566606E+01, 7.513556E+01, 1.054492E+02, 1.361498E+02, 1.670599E+02, 1.980964E+02, 2.292152E+02, 2.603910E+02, 2.916080E+02, 3.228561E+02, 3.541284E+02, 3.854207E+02, 4.167303E+02, 4.480564E+02, 4.793995E+02, 5.107617E+02, 5.421465E+02, 5.735591E+02, 6.050057E+02, 6.364940E+02, 6.680330E+02, 6.996323E+02, 7.313026E+02, 7.630552E+02, 7.949018E+02, 8.268545E+02, 8.589255E+02, 8.911272E+02, 9.234718E+02, 9.559713E+02, 9.886376E+02, 1.021482E+03, 1.054517E+03, 1.087751E+03, 1.121197E+03, 1.154863E+03, 1.188760E+03, 1.222896E+03, 1.257280E+03, 1.291921E+03, 1.326826E+03, 1.362002E+03, 1.397457E+03, 1.433198E+03, 1.469230E+03, 1.505559E+03, 1.542191E+03, 1.579132E+03, 1.616386E+03, 1.653958E+03, 1.691851E+03, 1.730072E+03, 1.768623E+03, 1.807507E+03, 1.846730E+03, 1.886293E+03, 1.926200E+03, 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4.147682E+04, 4.166108E+04, 4.184575E+04, 4.203083E+04, 4.221633E+04, 4.240224E+04, 4.258857E+04, 4.277532E+04, 4.296248E+04, 4.315006E+04, 4.333805E+04, 4.352646E+04, 4.371529E+04, 4.390453E+04, 4.409418E+04, 4.428426E+04, 4.447475E+04, 4.466565E+04, 4.485697E+04, 4.504871E+04, 4.524086E+04, 4.543343E+04, 4.562642E+04, 4.581982E+04, 4.601364E+04, 4.620788E+04, 4.640253E+04, 4.659760E+04, 4.679309E+04, 4.698899E+04, 4.718531E+04, 4.738204E+04, 4.757919E+04, 4.777676E+04, 4.797475E+04, 4.817315E+04, 4.837197E+04, 4.857121E+04, 4.877086E+04, 4.897093E+04, 4.917142E+04, 4.937233E+04, 4.957365E+04, 4.977539E+04, 4.997755E+04, 5.018012E+04, 5.038311E+04, 5.058652E+04, 5.079035E+04, 5.099460E+04, 5.119926E+04, 5.140434E+04, 5.160983E+04, 5.181575E+04, 5.202208E+04, 5.222883E+04, 5.243600E+04, 5.264359E+04, 5.285159E+04, 5.306001E+04, 5.326885E+04, 5.347811E+04, 5.368779E+04, 5.389788E+04, 5.410839E+04, 5.431933E+04, 5.453068E+04, 5.474244E+04, 5.495463E+04, 5.516723E+04, 5.538026E+04, 5.559370E+04, 5.580756E+04, 5.602184E+04, 5.623653E+04, 5.645165E+04, 5.666718E+04, 5.688314E+04, 5.709951E+04, 5.731630E+04, 5.753351E+04, 5.775114E+04, 5.796919E+04, 5.818765E+04, 5.840654E+04, 5.862584E+04, 5.884557E+04, ]) # ============================ M = 51, I = 1 ============================ M = 51 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 7.261809E+00, 1.037883E+02, 2.646059E+02, 4.734199E+02, 7.232493E+02, 1.007900E+03, 1.323118E+03, 1.665993E+03, 2.034397E+03, 2.426674E+03, 2.841470E+03, 3.277651E+03, 3.734246E+03, 4.210423E+03, 4.705465E+03, 5.218762E+03, 5.749809E+03, 6.298203E+03, 6.863649E+03, 7.445962E+03, 8.045069E+03, 8.661013E+03, 9.293949E+03, 9.944151E+03, 1.061200E+04, 1.129801E+04, 1.200276E+04, 1.272698E+04, 1.347146E+04, 1.423709E+04, 1.502487E+04, 1.583586E+04, 1.667120E+04, 1.753211E+04, 1.841989E+04, 1.933588E+04, 2.028152E+04, 2.125828E+04, 2.226771E+04, 2.331142E+04, 2.439107E+04, 2.550839E+04, 2.666516E+04, 2.786323E+04, 2.910451E+04, 3.039095E+04, 3.172460E+04, 3.310756E+04, 3.454198E+04, 3.603011E+04, 3.757425E+04, 3.917679E+04, 4.084019E+04, 4.256698E+04, 4.435979E+04, 4.622133E+04, 4.815440E+04, 5.016189E+04, 5.224677E+04, 5.441215E+04, 5.666121E+04, 5.899725E+04, 6.142367E+04, 6.394399E+04, 6.656185E+04, 6.928101E+04, 7.210536E+04, 7.503891E+04, 7.808584E+04, 8.125041E+04, 8.453707E+04, 8.795042E+04, 9.149518E+04, 9.517626E+04, 9.899873E+04, 1.029678E+05, 1.070889E+05, 1.113676E+05, 1.158097E+05, 1.204212E+05, 1.252081E+05, 1.301769E+05, 1.353342E+05, 1.406867E+05, 1.462415E+05, 1.520057E+05, 1.579870E+05, 1.641929E+05, 1.706315E+05, 1.773110E+05, 1.842399E+05, 1.914270E+05, 1.988812E+05, 2.066120E+05, 2.146290E+05, 2.229421E+05, 2.315616E+05, 2.404981E+05, 2.497624E+05, 2.593659E+05, 2.693200E+05, 2.796369E+05, 2.903288E+05, 3.014085E+05, 3.128891E+05, 3.247841E+05, 3.371074E+05, 3.498734E+05, 3.630969E+05, 3.767931E+05, 3.909778E+05, 4.056671E+05, 4.208778E+05, 4.366269E+05, 4.529322E+05, 4.698118E+05, 4.872846E+05, 5.053698E+05, 5.240874E+05, 5.434578E+05, 5.635020E+05, 5.842418E+05, 6.056994E+05, 6.278979E+05, 6.508608E+05, 6.746125E+05, 6.991780E+05, 7.245831E+05, 7.508541E+05, 7.780184E+05, 8.061038E+05, 8.351393E+05, 8.651545E+05, 8.961797E+05, 9.282462E+05, 9.613864E+05, 9.956331E+05, 1.031020E+06, 1.067583E+06, 1.105358E+06, 1.144380E+06, 1.184689E+06, 1.226324E+06, 1.269323E+06, 1.313729E+06, 1.359583E+06, 1.406929E+06, 1.455812E+06, 1.506276E+06, 1.558370E+06, 1.612142E+06, 1.667640E+06, 1.724916E+06, 1.784021E+06, 1.845010E+06, 1.907938E+06, 1.972860E+06, 2.039834E+06, 2.108921E+06, 2.180181E+06, 2.253676E+06, 2.329470E+06, 2.407631E+06, 2.488224E+06, 2.571319E+06, 2.656987E+06, 2.745301E+06, 2.836336E+06, 2.930167E+06, 3.026874E+06, 3.126538E+06, 3.229240E+06, 3.335064E+06, 3.444099E+06, 3.556432E+06, 3.672155E+06, 3.791361E+06, 3.914145E+06, 4.040606E+06, 4.170843E+06, 4.304960E+06, 4.443062E+06, 4.585257E+06, 4.731656E+06, 4.882370E+06, 5.037518E+06, 5.197216E+06, 5.361588E+06, 5.530757E+06, 5.704851E+06, 5.884000E+06, 6.068337E+06, 6.258001E+06, 6.453130E+06, 6.653869E+06, 6.860363E+06, 7.072762E+06, 7.291222E+06, 7.515898E+06, 7.746951E+06, 7.984547E+06, 8.228852E+06, 8.480041E+06, 8.738289E+06, 9.003776E+06, 9.276687E+06, 9.557210E+06, 9.845538E+06, 1.014187E+07, 1.044640E+07, 1.075935E+07, 1.108092E+07, 1.141132E+07, 1.175078E+07, 1.209953E+07, 1.245779E+07, 1.282579E+07, 1.320379E+07, 1.359203E+07, 1.399075E+07, 1.440022E+07, 1.482069E+07, 1.525244E+07, 1.569574E+07, 1.615087E+07, 1.661812E+07, 1.709778E+07, 1.759014E+07, 1.809552E+07, 1.861423E+07, 1.914658E+07, 1.969290E+07, 2.025352E+07, 2.082879E+07, 2.141904E+07, 2.202463E+07, 2.264593E+07, 2.328330E+07, 2.393712E+07, 2.460778E+07, 2.529566E+07, 2.600117E+07, 2.672472E+07, 2.746672E+07, 2.822760E+07, 2.900780E+07, 2.980776E+07, 3.062794E+07, 3.146879E+07, 3.233079E+07, 3.321442E+07, 3.412018E+07, 3.504855E+07, 3.600007E+07, 3.697524E+07, 3.797460E+07, 3.899869E+07, 4.004808E+07, 4.112331E+07, 4.222497E+07, 4.335365E+07, 4.450995E+07, 4.569448E+07, 4.690786E+07, 4.815072E+07, 4.942372E+07, 5.072753E+07, 5.206280E+07, 5.343024E+07, 5.483053E+07, 5.626440E+07, 5.773257E+07, 5.923579E+07, 6.077481E+07, 6.235041E+07, 6.396337E+07, 6.561449E+07, 6.730458E+07, 6.903449E+07, 7.080506E+07, 7.261715E+07, 7.447165E+07, 7.636945E+07, 7.831146E+07, 8.029863E+07, 8.233189E+07, 8.441221E+07, 8.654058E+07, 8.871801E+07, 9.094551E+07, 9.322413E+07, 9.555492E+07, 9.793898E+07, 1.003774E+08, 1.028713E+08, 1.054218E+08, 1.080301E+08, 1.106973E+08, 1.134248E+08, 1.162136E+08, 1.190650E+08, 1.219804E+08, 1.249610E+08, 1.280082E+08, 1.311232E+08, 1.343074E+08, 1.375623E+08, 1.408892E+08, 1.442897E+08, 1.477650E+08, 1.513169E+08, 1.549467E+08, 1.586560E+08, 1.624464E+08, 1.663195E+08, 1.702770E+08, 1.743204E+08, 1.784515E+08, 1.826720E+08, 1.869836E+08, 1.913881E+08, 1.958874E+08, 2.004832E+08, 2.051775E+08, 2.099721E+08, 2.148690E+08, 2.198702E+08, 2.249776E+08, 2.301933E+08, 2.355194E+08, 2.409580E+08, 2.465113E+08, 2.521813E+08, 2.579704E+08, 2.638808E+08, 2.699148E+08, 2.760747E+08, 2.823629E+08, 2.887818E+08, 2.953339E+08, 3.020216E+08, 3.088476E+08, 3.158144E+08, 3.229245E+08, 3.301808E+08, 3.375858E+08, 3.451424E+08, 3.528533E+08, 3.607215E+08, 3.687497E+08, 3.769410E+08, 3.852982E+08, 3.938246E+08, 4.025231E+08, 4.113969E+08, 4.204492E+08, 4.296832E+08, 4.391022E+08, 4.487097E+08, 4.585089E+08, 4.685033E+08, 4.786965E+08, 4.890920E+08, 4.996935E+08, 5.105046E+08, 5.215292E+08, 5.327708E+08, 5.442336E+08, 5.559213E+08, 5.678380E+08, 5.799878E+08, 5.923746E+08, 6.050028E+08, 6.178766E+08, 6.310003E+08, 6.443782E+08, 6.580148E+08, 6.719147E+08, 6.860824E+08, 7.005226E+08, 7.152401E+08, 7.302395E+08, 7.455259E+08, 7.611042E+08, 7.769794E+08, 7.931566E+08, 8.096410E+08, 8.264379E+08, 8.435527E+08, 8.609907E+08, 8.787576E+08, 8.968588E+08, 9.153001E+08, 9.340872E+08, 9.532261E+08, 9.727227E+08, 9.925829E+08, 1.012813E+09, 1.033419E+09, 1.054408E+09, 1.075785E+09, 1.097558E+09, 1.119732E+09, 1.142315E+09, 1.165314E+09, 1.188734E+09, 1.212584E+09, 1.236871E+09, 1.261601E+09, 1.286782E+09, 1.312422E+09, 1.338528E+09, 1.365107E+09, 1.392167E+09, 1.419717E+09, 1.447764E+09, 1.476316E+09, 1.505382E+09, 1.534970E+09, 1.565088E+09, 1.595745E+09, 1.626950E+09, 1.658711E+09, 1.691038E+09, 1.723939E+09, 1.757424E+09, 1.791503E+09, 1.826184E+09, 1.861478E+09, 1.897394E+09, 1.933941E+09, 1.971131E+09, 2.008973E+09, 2.047478E+09, 2.086655E+09, 2.126517E+09, 2.167073E+09, 2.208334E+09, 2.250312E+09, 2.293018E+09, 2.336463E+09, 2.380659E+09, 2.425618E+09, 2.471350E+09, 2.517870E+09, 2.565187E+09, 2.613316E+09, 2.662269E+09, 2.712058E+09, 2.762696E+09, 2.814197E+09, 2.866574E+09, 2.919839E+09, 2.974008E+09, 3.029093E+09, 3.085109E+09, 3.142069E+09, 3.199989E+09, 3.258883E+09, 3.318766E+09, 3.379652E+09, 3.441557E+09, 3.504497E+09, 3.568487E+09, 3.633542E+09, 3.699680E+09, 3.766915E+09, 3.835265E+09, 3.904747E+09, 3.975377E+09, 4.047172E+09, 4.120150E+09, 4.194329E+09, 4.269726E+09, 4.346360E+09, 4.424248E+09, 4.503410E+09, 4.583864E+09, 4.665629E+09, 4.748725E+09, 4.833171E+09, 4.918987E+09, 5.006193E+09, 5.094810E+09, 5.184858E+09, 5.276358E+09, 5.369332E+09, 5.463800E+09, 5.559784E+09, 5.657308E+09, 5.756392E+09, 5.857059E+09, 5.959333E+09, 6.063236E+09, 6.168792E+09, 6.276025E+09, 6.384959E+09, 6.495619E+09, 6.608028E+09, 6.722212E+09, 6.838198E+09, ]) # ============================ M = 52, I = 1 ============================ M = 52 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 4.594113E+00, 1.236785E+01, 2.929862E+01, 5.254960E+01, 8.022606E+01, 1.115873E+02, 1.462292E+02, 1.838669E+02, 2.242806E+02, 2.672935E+02, 3.127603E+02, 3.605600E+02, 4.105925E+02, 4.627760E+02, 5.170464E+02, 5.733560E+02, 6.316733E+02, 6.919821E+02, 7.542802E+02, 8.185783E+02, 8.848991E+02, 9.532754E+02, 1.023749E+03, 1.096370E+03, 1.171196E+03, 1.248287E+03, 1.327711E+03, 1.409540E+03, 1.493846E+03, 1.580709E+03, 1.670208E+03, 1.762425E+03, 1.857444E+03, 1.955351E+03, 2.056234E+03, 2.160182E+03, 2.267286E+03, 2.377638E+03, 2.491332E+03, 2.608465E+03, 2.729132E+03, 2.853433E+03, 2.981468E+03, 3.113341E+03, 3.249154E+03, 3.389014E+03, 3.533028E+03, 3.681307E+03, 3.833963E+03, 3.991109E+03, 4.152860E+03, 4.319337E+03, 4.490657E+03, 4.666945E+03, 4.848324E+03, 5.034922E+03, 5.226868E+03, 5.424293E+03, 5.627332E+03, 5.836120E+03, 6.050798E+03, 6.271505E+03, 6.498386E+03, 6.731588E+03, 6.971258E+03, 7.217549E+03, 7.470614E+03, 7.730610E+03, 7.997697E+03, 8.272036E+03, 8.553793E+03, 8.843133E+03, 9.140229E+03, 9.445252E+03, 9.758379E+03, 1.007979E+04, 1.040966E+04, 1.074818E+04, 1.109554E+04, 1.145192E+04, 1.181752E+04, 1.219254E+04, 1.257717E+04, 1.297162E+04, 1.337609E+04, 1.379079E+04, 1.421593E+04, 1.465174E+04, 1.509841E+04, 1.555619E+04, 1.602529E+04, 1.650593E+04, 1.699836E+04, 1.750281E+04, 1.801950E+04, 1.854869E+04, 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6.956769E+06, 7.029369E+06, 7.102592E+06, 7.176442E+06, 7.250924E+06, 7.326043E+06, 7.401802E+06, 7.478205E+06, 7.555257E+06, 7.632962E+06, 7.711325E+06, 7.790349E+06, 7.870040E+06, 7.950402E+06, 8.031438E+06, 8.113155E+06, 8.195555E+06, 8.278644E+06, 8.362426E+06, 8.446906E+06, 8.532087E+06, 8.617976E+06, 8.704576E+06, 8.791892E+06, 8.879928E+06, 8.968690E+06, 9.058182E+06, 9.148408E+06, 9.239374E+06, 9.331084E+06, 9.423543E+06, 9.516756E+06, 9.610727E+06, 9.705462E+06, 9.800965E+06, 9.897241E+06, 9.994296E+06, 1.009213E+07, 1.019076E+07, 1.029018E+07, 1.039039E+07, 1.049141E+07, 1.059324E+07, 1.069588E+07, 1.079934E+07, 1.090362E+07, 1.100873E+07, 1.111468E+07, 1.122146E+07, 1.132909E+07, ]) # ============================ M = 52, I = 2 ============================ M = 52 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 4.594113E+00, 1.236785E+01, 2.929862E+01, 5.254960E+01, 8.022606E+01, 1.115873E+02, 1.462292E+02, 1.838669E+02, 2.242806E+02, 2.672935E+02, 3.127603E+02, 3.605600E+02, 4.105924E+02, 4.627758E+02, 5.170459E+02, 5.733551E+02, 6.316719E+02, 6.919799E+02, 7.542767E+02, 8.185733E+02, 8.848920E+02, 9.532658E+02, 1.023737E+03, 1.096354E+03, 1.171175E+03, 1.248261E+03, 1.327679E+03, 1.409501E+03, 1.493800E+03, 1.580655E+03, 1.670144E+03, 1.762350E+03, 1.857358E+03, 1.955252E+03, 2.056122E+03, 2.160055E+03, 2.267142E+03, 2.377477E+03, 2.491153E+03, 2.608266E+03, 2.728912E+03, 2.853191E+03, 2.981202E+03, 3.113049E+03, 3.248836E+03, 3.388667E+03, 3.532652E+03, 3.680900E+03, 3.833522E+03, 3.990633E+03, 4.152348E+03, 4.318786E+03, 4.490066E+03, 4.666311E+03, 4.847646E+03, 5.034198E+03, 5.226095E+03, 5.423470E+03, 5.626456E+03, 5.835189E+03, 6.049809E+03, 6.270457E+03, 6.497276E+03, 6.730412E+03, 6.970015E+03, 7.216235E+03, 7.469228E+03, 7.729148E+03, 7.996156E+03, 8.270413E+03, 8.552085E+03, 8.841337E+03, 9.138341E+03, 9.443270E+03, 9.756299E+03, 1.007761E+04, 1.040737E+04, 1.074578E+04, 1.109303E+04, 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2.566051E+06, 2.597975E+06, 2.630227E+06, 2.662807E+06, 2.695720E+06, 2.728968E+06, 2.762553E+06, 2.796478E+06, 2.830746E+06, 2.865360E+06, 2.900322E+06, 2.935635E+06, 2.971302E+06, 3.007325E+06, 3.043708E+06, 3.080453E+06, 3.117563E+06, 3.155041E+06, 3.192890E+06, 3.231112E+06, 3.269712E+06, 3.308690E+06, 3.348050E+06, 3.387796E+06, 3.427931E+06, 3.468456E+06, 3.509376E+06, 3.550693E+06, 3.592410E+06, 3.634531E+06, 3.677058E+06, 3.719994E+06, 3.763343E+06, 3.807108E+06, 3.851291E+06, 3.895896E+06, 3.940927E+06, 3.986385E+06, 4.032275E+06, 4.078600E+06, 4.125363E+06, 4.172566E+06, 4.220215E+06, 4.268311E+06, 4.316858E+06, 4.365859E+06, 4.415318E+06, 4.465238E+06, 4.515622E+06, 4.566474E+06, 4.617797E+06, 4.669595E+06, 4.721871E+06, 4.774628E+06, 4.827871E+06, 4.881602E+06, 4.935825E+06, 4.990543E+06, 5.045761E+06, 5.101481E+06, 5.157708E+06, 5.214444E+06, 5.271694E+06, 5.329461E+06, 5.387749E+06, 5.446561E+06, 5.505902E+06, 5.565774E+06, 5.626182E+06, 5.687130E+06, 5.748621E+06, 5.810659E+06, 5.873247E+06, 5.936391E+06, 6.000092E+06, 6.064357E+06, 6.129187E+06, 6.194588E+06, 6.260563E+06, 6.327116E+06, 6.394251E+06, 6.461973E+06, 6.530284E+06, 6.599190E+06, 6.668693E+06, 6.738799E+06, 6.809511E+06, 6.880834E+06, 6.952772E+06, 7.025328E+06, 7.098507E+06, 7.172313E+06, 7.246751E+06, 7.321824E+06, 7.397537E+06, 7.473895E+06, 7.550900E+06, 7.628559E+06, 7.706875E+06, 7.785852E+06, 7.865495E+06, 7.945808E+06, 8.026796E+06, 8.108463E+06, 8.190814E+06, 8.273853E+06, 8.357585E+06, 8.442013E+06, 8.527144E+06, 8.612980E+06, 8.699528E+06, 8.786791E+06, 8.874775E+06, 8.963483E+06, 9.052920E+06, 9.143092E+06, 9.234003E+06, 9.325658E+06, 9.418061E+06, 9.511218E+06, 9.605132E+06, 9.699810E+06, 9.795255E+06, 9.891473E+06, 9.988469E+06, 1.008625E+07, 1.018481E+07, 1.028417E+07, 1.038433E+07, 1.048528E+07, 1.058705E+07, 1.068963E+07, 1.079303E+07, 1.089724E+07, 1.100229E+07, 1.110817E+07, 1.121489E+07, 1.132245E+07, ]) # ============================ M = 52, I = 3 ============================ M = 52 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 4.594113E+00, 1.236785E+01, 2.929862E+01, 5.254960E+01, 8.022606E+01, 1.115873E+02, 1.462292E+02, 1.838669E+02, 2.242806E+02, 2.672935E+02, 3.127602E+02, 3.605599E+02, 4.105923E+02, 4.627755E+02, 5.170454E+02, 5.733542E+02, 6.316704E+02, 6.919775E+02, 7.542731E+02, 8.185680E+02, 8.848847E+02, 9.532558E+02, 1.023723E+03, 1.096337E+03, 1.171153E+03, 1.248234E+03, 1.327646E+03, 1.409460E+03, 1.493751E+03, 1.580597E+03, 1.670076E+03, 1.762271E+03, 1.857267E+03, 1.955148E+03, 2.056003E+03, 2.159920E+03, 2.266991E+03, 2.377308E+03, 2.490965E+03, 2.608056E+03, 2.728680E+03, 2.852935E+03, 2.980922E+03, 3.112742E+03, 3.248500E+03, 3.388302E+03, 3.532256E+03, 3.680470E+03, 3.833057E+03, 3.990131E+03, 4.151808E+03, 4.318205E+03, 4.489443E+03, 4.665644E+03, 4.846932E+03, 5.033435E+03, 5.225281E+03, 5.422602E+03, 5.625533E+03, 5.834208E+03, 6.048767E+03, 6.269352E+03, 6.496105E+03, 6.729173E+03, 6.968704E+03, 7.214851E+03, 7.467766E+03, 7.727606E+03, 7.994531E+03, 8.268702E+03, 8.550284E+03, 8.839444E+03, 9.136352E+03, 9.441180E+03, 9.754105E+03, 1.007531E+04, 1.040496E+04, 1.074326E+04, 1.109038E+04, 1.144653E+04, 1.181188E+04, 1.218664E+04, 1.257101E+04, 1.296518E+04, 1.336937E+04, 1.378378E+04, 1.420862E+04, 1.464411E+04, 1.509047E+04, 1.554791E+04, 1.601667E+04, 1.649696E+04, 1.698903E+04, 1.749310E+04, 1.800941E+04, 1.853820E+04, 1.907973E+04, 1.963423E+04, 2.020195E+04, 2.078316E+04, 2.137812E+04, 2.198707E+04, 2.261030E+04, 2.324806E+04, 2.390064E+04, 2.456831E+04, 2.525135E+04, 2.595004E+04, 2.666468E+04, 2.739555E+04, 2.814296E+04, 2.890719E+04, 2.968856E+04, 3.048738E+04, 3.130395E+04, 3.213860E+04, 3.299163E+04, 3.386338E+04, 3.475418E+04, 3.566435E+04, 3.659424E+04, 3.754418E+04, 3.851453E+04, 3.950562E+04, 4.051781E+04, 4.155147E+04, 4.260696E+04, 4.368463E+04, 4.478487E+04, 4.590805E+04, 4.705455E+04, 4.822475E+04, 4.941905E+04, 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2.302932E+05, 2.346583E+05, 2.390917E+05, 2.435943E+05, 2.481669E+05, 2.528104E+05, 2.575256E+05, 2.623135E+05, 2.671749E+05, 2.721107E+05, 2.771218E+05, 2.822091E+05, 2.873735E+05, 2.926160E+05, 2.979373E+05, 3.033386E+05, 3.088207E+05, 3.143846E+05, 3.200313E+05, 3.257616E+05, 3.315767E+05, 3.374774E+05, 3.434648E+05, 3.495398E+05, 3.557036E+05, 3.619570E+05, 3.683011E+05, 3.747370E+05, 3.812657E+05, 3.878883E+05, 3.946057E+05, 4.014192E+05, 4.083297E+05, 4.153383E+05, 4.224462E+05, 4.296544E+05, 4.369641E+05, 4.443763E+05, 4.518923E+05, 4.595131E+05, 4.672399E+05, 4.750739E+05, 4.830162E+05, 4.910680E+05, 4.992305E+05, 5.075049E+05, 5.158924E+05, 5.243942E+05, 5.330115E+05, 5.417455E+05, 5.505976E+05, 5.595689E+05, 5.686608E+05, 5.778744E+05, 5.872111E+05, 5.966722E+05, 6.062589E+05, 6.159727E+05, 6.258147E+05, 6.357863E+05, 6.458889E+05, 6.561238E+05, 6.664924E+05, 6.769961E+05, 6.876362E+05, 6.984141E+05, 7.093312E+05, 7.203890E+05, 7.315888E+05, 7.429321E+05, 7.544204E+05, 7.660550E+05, 7.778375E+05, 7.897694E+05, 8.018520E+05, 8.140870E+05, 8.264758E+05, 8.390199E+05, 8.517209E+05, 8.645803E+05, 8.775997E+05, 8.907806E+05, 9.041246E+05, 9.176332E+05, 9.313082E+05, 9.451510E+05, 9.591633E+05, 9.733467E+05, 9.877029E+05, 1.002234E+06, 1.016940E+06, 1.031825E+06, 1.046889E+06, 1.062134E+06, 1.077562E+06, 1.093174E+06, 1.108973E+06, 1.124960E+06, 1.141136E+06, 1.157505E+06, 1.174066E+06, 1.190823E+06, 1.207777E+06, 1.224929E+06, 1.242282E+06, 1.259838E+06, 1.277598E+06, 1.295564E+06, 1.313738E+06, 1.332122E+06, 1.350718E+06, 1.369527E+06, 1.388552E+06, 1.407795E+06, 1.427258E+06, 1.446942E+06, 1.466849E+06, 1.486982E+06, 1.507343E+06, 1.527933E+06, 1.548754E+06, 1.569810E+06, 1.591100E+06, 1.612629E+06, 1.634398E+06, 1.656408E+06, 1.678662E+06, 1.701163E+06, 1.723912E+06, 1.746911E+06, 1.770163E+06, 1.793669E+06, 1.817433E+06, 1.841456E+06, 1.865740E+06, 1.890288E+06, 1.915101E+06, 1.940183E+06, 1.965535E+06, 1.991160E+06, 2.017060E+06, 2.043237E+06, 2.069693E+06, 2.096432E+06, 2.123455E+06, 2.150765E+06, 2.178364E+06, 2.206254E+06, 2.234438E+06, 2.262919E+06, 2.291698E+06, 2.320779E+06, 2.350163E+06, 2.379854E+06, 2.409853E+06, 2.440163E+06, 2.470788E+06, 2.501728E+06, 2.532987E+06, 2.564568E+06, 2.596473E+06, 2.628705E+06, 2.661266E+06, 2.694158E+06, 2.727386E+06, 2.760950E+06, 2.794855E+06, 2.829102E+06, 2.863694E+06, 2.898635E+06, 2.933926E+06, 2.969571E+06, 3.005573E+06, 3.041933E+06, 3.078656E+06, 3.115743E+06, 3.153198E+06, 3.191024E+06, 3.229223E+06, 3.267798E+06, 3.306752E+06, 3.346089E+06, 3.385810E+06, 3.425920E+06, 3.466420E+06, 3.507315E+06, 3.548606E+06, 3.590298E+06, 3.632392E+06, 3.674893E+06, 3.717803E+06, 3.761125E+06, 3.804862E+06, 3.849018E+06, 3.893596E+06, 3.938598E+06, 3.984029E+06, 4.029890E+06, 4.076186E+06, 4.122920E+06, 4.170095E+06, 4.217713E+06, 4.265779E+06, 4.314296E+06, 4.363267E+06, 4.412695E+06, 4.462584E+06, 4.512937E+06, 4.563757E+06, 4.615048E+06, 4.666814E+06, 4.719057E+06, 4.771782E+06, 4.824991E+06, 4.878688E+06, 4.932878E+06, 4.987562E+06, 5.042745E+06, 5.098430E+06, 5.154622E+06, 5.211323E+06, 5.268537E+06, 5.326268E+06, 5.384519E+06, 5.443294E+06, 5.502598E+06, 5.562433E+06, 5.622803E+06, 5.683712E+06, 5.745165E+06, 5.807164E+06, 5.869713E+06, 5.932816E+06, 5.996478E+06, 6.060702E+06, 6.125492E+06, 6.190852E+06, 6.256785E+06, 6.323296E+06, 6.390389E+06, 6.458068E+06, 6.526336E+06, 6.595198E+06, 6.664658E+06, 6.734720E+06, 6.805387E+06, 6.876665E+06, 6.948557E+06, 7.021068E+06, 7.094200E+06, 7.167960E+06, 7.242351E+06, 7.317376E+06, 7.393042E+06, 7.469351E+06, 7.546308E+06, 7.623917E+06, 7.702183E+06, 7.781110E+06, 7.860703E+06, 7.940965E+06, 8.021902E+06, 8.103517E+06, 8.185816E+06, 8.268802E+06, 8.352480E+06, 8.436855E+06, 8.521931E+06, 8.607714E+06, 8.694206E+06, 8.781414E+06, 8.869341E+06, 8.957993E+06, 9.047374E+06, 9.137488E+06, 9.228341E+06, 9.319937E+06, 9.412282E+06, 9.505379E+06, 9.599233E+06, 9.693850E+06, 9.789235E+06, 9.885391E+06, 9.982325E+06, 1.008004E+07, 1.017854E+07, 1.027784E+07, 1.037793E+07, 1.047882E+07, 1.058052E+07, 1.068304E+07, 1.078637E+07, 1.089052E+07, 1.099550E+07, 1.110131E+07, 1.120796E+07, 1.131546E+07, ]) # ============================ M = 52, I = 4 ============================ M = 52 I = 4 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 4.594113E+01, 1.236785E+02, 2.929862E+02, 5.254960E+02, 8.022606E+02, 1.115873E+03, 1.462292E+03, 1.838669E+03, 2.242806E+03, 2.672935E+03, 3.127603E+03, 3.605600E+03, 4.105924E+03, 4.627759E+03, 5.170461E+03, 5.733556E+03, 6.316726E+03, 6.919810E+03, 7.542785E+03, 8.185758E+03, 8.848956E+03, 9.532707E+03, 1.023743E+04, 1.096362E+04, 1.171185E+04, 1.248274E+04, 1.327695E+04, 1.409520E+04, 1.493824E+04, 1.580682E+04, 1.670176E+04, 1.762388E+04, 1.857401E+04, 1.955303E+04, 2.056179E+04, 2.160119E+04, 2.267215E+04, 2.377559E+04, 2.491244E+04, 2.608367E+04, 2.729023E+04, 2.853313E+04, 2.981337E+04, 3.113197E+04, 3.248997E+04, 3.388843E+04, 3.532843E+04, 3.681107E+04, 3.833746E+04, 3.990874E+04, 4.152608E+04, 4.319065E+04, 4.490366E+04, 4.666633E+04, 4.847990E+04, 5.034565E+04, 5.226487E+04, 5.423888E+04, 5.626900E+04, 5.835662E+04, 6.050311E+04, 6.270989E+04, 6.497839E+04, 6.731009E+04, 6.970646E+04, 7.216902E+04, 7.469931E+04, 7.729890E+04, 7.996938E+04, 8.271237E+04, 8.552951E+04, 8.842248E+04, 9.139299E+04, 9.444276E+04, 9.757354E+04, 1.007871E+05, 1.040853E+05, 1.074700E+05, 1.109430E+05, 1.145063E+05, 1.181617E+05, 1.219112E+05, 1.257569E+05, 1.297007E+05, 1.337448E+05, 1.378911E+05, 1.421418E+05, 1.464991E+05, 1.509651E+05, 1.555420E+05, 1.602322E+05, 1.650378E+05, 1.699612E+05, 1.750048E+05, 1.801708E+05, 1.854618E+05, 1.908801E+05, 1.964283E+05, 2.021089E+05, 2.079244E+05, 2.138774E+05, 2.199706E+05, 2.262065E+05, 2.325880E+05, 2.391177E+05, 2.457984E+05, 2.526329E+05, 2.596241E+05, 2.667749E+05, 2.740881E+05, 2.815668E+05, 2.892138E+05, 2.970324E+05, 3.050256E+05, 3.131965E+05, 3.215482E+05, 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1.657791E+07, 1.680065E+07, 1.702586E+07, 1.725355E+07, 1.748374E+07, 1.771647E+07, 1.795174E+07, 1.818959E+07, 1.843003E+07, 1.867309E+07, 1.891879E+07, 1.916714E+07, 1.941818E+07, 1.967193E+07, 1.992841E+07, 2.018764E+07, 2.044964E+07, 2.071445E+07, 2.098208E+07, 2.125255E+07, 2.152589E+07, 2.180212E+07, 2.208128E+07, 2.236337E+07, 2.264844E+07, 2.293649E+07, 2.322756E+07, 2.352166E+07, 2.381884E+07, 2.411910E+07, 2.442248E+07, 2.472899E+07, 2.503868E+07, 2.535156E+07, 2.566765E+07, 2.598699E+07, 2.630959E+07, 2.663550E+07, 2.696472E+07, 2.729730E+07, 2.763324E+07, 2.797260E+07, 2.831538E+07, 2.866162E+07, 2.901134E+07, 2.936458E+07, 2.972135E+07, 3.008169E+07, 3.044563E+07, 3.081319E+07, 3.118440E+07, 3.155929E+07, 3.193789E+07, 3.232022E+07, 3.270633E+07, 3.309623E+07, 3.348995E+07, 3.388753E+07, 3.428899E+07, 3.469437E+07, 3.510368E+07, 3.551698E+07, 3.593427E+07, 3.635560E+07, 3.678100E+07, 3.721049E+07, 3.764411E+07, 3.808189E+07, 3.852385E+07, 3.897004E+07, 3.942048E+07, 3.987520E+07, 4.033423E+07, 4.079762E+07, 4.126539E+07, 4.173757E+07, 4.221419E+07, 4.269529E+07, 4.318091E+07, 4.367107E+07, 4.416580E+07, 4.466515E+07, 4.516915E+07, 4.567782E+07, 4.619121E+07, 4.670934E+07, 4.723226E+07, 4.775999E+07, 4.829257E+07, 4.883004E+07, 4.937244E+07, 4.991978E+07, 5.047213E+07, 5.102950E+07, 5.159193E+07, 5.215947E+07, 5.273214E+07, 5.330998E+07, 5.389304E+07, 5.448134E+07, 5.507492E+07, 5.567383E+07, 5.627809E+07, 5.688775E+07, 5.750285E+07, 5.812341E+07, 5.874949E+07, 5.938111E+07, 6.001832E+07, 6.066116E+07, 6.130966E+07, 6.196387E+07, 6.262382E+07, 6.328955E+07, 6.396111E+07, 6.463852E+07, 6.532185E+07, 6.601111E+07, 6.670636E+07, 6.740763E+07, 6.811497E+07, 6.882841E+07, 6.954801E+07, 7.027379E+07, 7.100580E+07, 7.174409E+07, 7.248870E+07, 7.323966E+07, 7.399702E+07, 7.476082E+07, 7.553112E+07, 7.630794E+07, 7.709133E+07, 7.788135E+07, 7.867802E+07, 7.948140E+07, 8.029153E+07, 8.110845E+07, 8.193221E+07, 8.276285E+07, 8.360042E+07, 8.444497E+07, 8.529653E+07, 8.615516E+07, 8.702090E+07, 8.789380E+07, 8.877390E+07, 8.966126E+07, 9.055591E+07, 9.145791E+07, 9.236729E+07, 9.328412E+07, 9.420844E+07, 9.514029E+07, 9.607972E+07, 9.702679E+07, 9.798153E+07, 9.894401E+07, 9.991426E+07, 1.008924E+08, 1.018783E+08, 1.028722E+08, 1.038741E+08, 1.048840E+08, 1.059019E+08, 1.069280E+08, 1.079623E+08, 1.090048E+08, 1.100556E+08, 1.111148E+08, 1.121823E+08, 1.132582E+08, ]) # ============================ M = 52, I = 5 ============================ M = 52 I = 5 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 4.594113E+00, 1.236785E+01, 2.929862E+01, 5.254960E+01, 8.022606E+01, 1.115873E+02, 1.462292E+02, 1.838669E+02, 2.242806E+02, 2.672935E+02, 3.127603E+02, 3.605601E+02, 4.105926E+02, 4.627762E+02, 5.170468E+02, 5.733568E+02, 6.316747E+02, 6.919843E+02, 7.542835E+02, 8.185831E+02, 8.849057E+02, 9.532845E+02, 1.023761E+03, 1.096386E+03, 1.171215E+03, 1.248312E+03, 1.327742E+03, 1.409576E+03, 1.493890E+03, 1.580762E+03, 1.670269E+03, 1.762496E+03, 1.857526E+03, 1.955445E+03, 2.056341E+03, 2.160303E+03, 2.267422E+03, 2.377791E+03, 2.491503E+03, 2.608654E+03, 2.729341E+03, 2.853663E+03, 2.981721E+03, 3.113618E+03, 3.249456E+03, 3.389343E+03, 3.533386E+03, 3.681695E+03, 3.834382E+03, 3.991561E+03, 4.153348E+03, 4.319860E+03, 4.491220E+03, 4.667547E+03, 4.848969E+03, 5.035610E+03, 5.227602E+03, 5.425076E+03, 5.628165E+03, 5.837006E+03, 6.051738E+03, 6.272502E+03, 6.499443E+03, 6.732706E+03, 6.972440E+03, 7.218798E+03, 7.471932E+03, 7.732001E+03, 7.999162E+03, 8.273579E+03, 8.555416E+03, 8.844841E+03, 9.142023E+03, 9.447137E+03, 9.760357E+03, 1.008186E+04, 1.041183E+04, 1.075046E+04, 1.109792E+04, 1.145442E+04, 1.182013E+04, 1.219527E+04, 1.258002E+04, 1.297459E+04, 1.337920E+04, 1.379403E+04, 1.421932E+04, 1.465526E+04, 1.510209E+04, 1.556002E+04, 1.602927E+04, 1.651008E+04, 1.700268E+04, 1.750730E+04, 1.802417E+04, 1.855355E+04, 1.909567E+04, 1.965079E+04, 2.021915E+04, 2.080101E+04, 2.139664E+04, 2.200629E+04, 2.263023E+04, 2.326872E+04, 2.392206E+04, 2.459050E+04, 2.527433E+04, 2.597385E+04, 2.668932E+04, 2.742106E+04, 2.816935E+04, 2.893450E+04, 2.971681E+04, 3.051659E+04, 3.133415E+04, 3.216980E+04, 3.302388E+04, 3.389670E+04, 3.478859E+04, 3.569988E+04, 3.663092E+04, 3.758204E+04, 3.855360E+04, 3.954593E+04, 4.055940E+04, 4.159436E+04, 4.265118E+04, 4.373023E+04, 4.483187E+04, 4.595648E+04, 4.710445E+04, 4.827617E+04, 4.947201E+04, 5.069238E+04, 5.193768E+04, 5.320832E+04, 5.450469E+04, 5.582722E+04, 5.717632E+04, 5.855243E+04, 5.995596E+04, 6.138735E+04, 6.284705E+04, 6.433549E+04, 6.585312E+04, 6.740040E+04, 6.897779E+04, 7.058575E+04, 7.222475E+04, 7.389526E+04, 7.559777E+04, 7.733276E+04, 7.910073E+04, 8.090216E+04, 8.273756E+04, 8.460743E+04, 8.651230E+04, 8.845267E+04, 9.042907E+04, 9.244203E+04, 9.449208E+04, 9.657977E+04, 9.870563E+04, 1.008702E+05, 1.030741E+05, 1.053179E+05, 1.076020E+05, 1.099272E+05, 1.122939E+05, 1.147029E+05, 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4.450227E+05, 4.525506E+05, 4.601835E+05, 4.679227E+05, 4.757691E+05, 4.837241E+05, 4.917888E+05, 4.999643E+05, 5.082520E+05, 5.166529E+05, 5.251683E+05, 5.337994E+05, 5.425475E+05, 5.514138E+05, 5.603996E+05, 5.695061E+05, 5.787346E+05, 5.880864E+05, 5.975628E+05, 6.071650E+05, 6.168945E+05, 6.267524E+05, 6.367403E+05, 6.468593E+05, 6.571108E+05, 6.674963E+05, 6.780171E+05, 6.886745E+05, 6.994700E+05, 7.104049E+05, 7.214808E+05, 7.326989E+05, 7.440608E+05, 7.555679E+05, 7.672216E+05, 7.790235E+05, 7.909749E+05, 8.030774E+05, 8.153326E+05, 8.277418E+05, 8.403066E+05, 8.530285E+05, 8.659091E+05, 8.789500E+05, 8.921527E+05, 9.055188E+05, 9.190498E+05, 9.327474E+05, 9.466132E+05, 9.606488E+05, 9.748558E+05, 9.892359E+05, 1.003791E+06, 1.018522E+06, 1.033431E+06, 1.048520E+06, 1.063791E+06, 1.079244E+06, 1.094883E+06, 1.110708E+06, 1.126722E+06, 1.142926E+06, 1.159321E+06, 1.175911E+06, 1.192696E+06, 1.209678E+06, 1.226859E+06, 1.244241E+06, 1.261826E+06, 1.279616E+06, 1.297612E+06, 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3.273252E+06, 3.312274E+06, 3.351680E+06, 3.391471E+06, 3.431651E+06, 3.472223E+06, 3.513190E+06, 3.554554E+06, 3.596319E+06, 3.638487E+06, 3.681063E+06, 3.724048E+06, 3.767447E+06, 3.811261E+06, 3.855495E+06, 3.900152E+06, 3.945234E+06, 3.990744E+06, 4.036687E+06, 4.083065E+06, 4.129881E+06, 4.177139E+06, 4.224842E+06, 4.272994E+06, 4.321596E+06, 4.370654E+06, 4.420170E+06, 4.470147E+06, 4.520589E+06, 4.571500E+06, 4.622882E+06, 4.674740E+06, 4.727076E+06, 4.779894E+06, 4.833198E+06, 4.886991E+06, 4.941277E+06, 4.996059E+06, 5.051340E+06, 5.107125E+06, 5.163416E+06, 5.220218E+06, 5.277534E+06, 5.335368E+06, 5.393724E+06, 5.452604E+06, 5.512014E+06, 5.571956E+06, 5.632434E+06, 5.693452E+06, 5.755014E+06, 5.817124E+06, 5.879786E+06, 5.943003E+06, 6.006778E+06, 6.071118E+06, 6.136024E+06, 6.201500E+06, 6.267552E+06, 6.334183E+06, 6.401396E+06, 6.469196E+06, 6.537588E+06, 6.606573E+06, 6.676158E+06, 6.746346E+06, 6.817141E+06, 6.888547E+06, 6.960568E+06, 7.033209E+06, 7.106474E+06, 7.180367E+06, 7.254891E+06, 7.330053E+06, 7.405854E+06, 7.482301E+06, 7.559397E+06, 7.637147E+06, 7.715554E+06, 7.794624E+06, 7.874360E+06, 7.954768E+06, 8.035851E+06, 8.117614E+06, 8.200061E+06, 8.283198E+06, 8.367028E+06, 8.451556E+06, 8.536786E+06, 8.622724E+06, 8.709373E+06, 8.796739E+06, 8.884826E+06, 8.973639E+06, 9.063182E+06, 9.153460E+06, 9.244478E+06, 9.336241E+06, 9.428753E+06, 9.522019E+06, 9.616045E+06, 9.710834E+06, 9.806392E+06, 9.902724E+06, 9.999834E+06, 1.009773E+07, 1.019641E+07, 1.029589E+07, 1.039616E+07, 1.049724E+07, 1.059912E+07, 1.070182E+07, 1.080534E+07, 1.090968E+07, 1.101486E+07, 1.112086E+07, 1.122771E+07, 1.133540E+07, ]) # ============================ M = 53, I = 1 ============================ M = 53 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 3.356653E+00, 3.201634E+01, 6.387248E+01, 9.573604E+01, 1.276072E+02, 1.594922E+02, 1.914279E+02, 2.235240E+02, 2.559897E+02, 2.891286E+02, 3.233114E+02, 3.589429E+02, 3.964357E+02, 4.361925E+02, 4.785969E+02, 5.240104E+02, 5.727728E+02, 6.252045E+02, 6.816097E+02, 7.422802E+02, 8.074983E+02, 8.775397E+02, 9.526762E+02, 1.033178E+03, 1.119315E+03, 1.211358E+03, 1.309582E+03, 1.414265E+03, 1.525689E+03, 1.644142E+03, 1.769918E+03, 1.903318E+03, 2.044649E+03, 2.194227E+03, 2.352373E+03, 2.519419E+03, 2.695705E+03, 2.881577E+03, 3.077393E+03, 3.283518E+03, 3.500327E+03, 3.728206E+03, 3.967546E+03, 4.218753E+03, 4.482240E+03, 4.758431E+03, 5.047759E+03, 5.350669E+03, 5.667614E+03, 5.999061E+03, 6.345484E+03, 6.707371E+03, 7.085219E+03, 7.479536E+03, 7.890842E+03, 8.319668E+03, 8.766557E+03, 9.232062E+03, 9.716749E+03, 1.022119E+04, 1.074599E+04, 1.129173E+04, 1.185903E+04, 1.244853E+04, 1.306084E+04, 1.369663E+04, 1.435656E+04, 1.504130E+04, 1.575154E+04, 1.648799E+04, 1.725134E+04, 1.804234E+04, 1.886172E+04, 1.971024E+04, 2.058865E+04, 2.149775E+04, 2.243833E+04, 2.341119E+04, 2.441716E+04, 2.545708E+04, 2.653178E+04, 2.764214E+04, 2.878904E+04, 2.997337E+04, 3.119604E+04, 3.245796E+04, 3.376009E+04, 3.510336E+04, 3.648876E+04, 3.791725E+04, 3.938985E+04, 4.090756E+04, 4.247141E+04, 4.408245E+04, 4.574174E+04, 4.745036E+04, 4.920940E+04, 5.101997E+04, 5.288319E+04, 5.480021E+04, 5.677218E+04, 5.880029E+04, 6.088571E+04, 6.302967E+04, 6.523339E+04, 6.749811E+04, 6.982510E+04, 7.221562E+04, 7.467098E+04, 7.719249E+04, 7.978148E+04, 8.243931E+04, 8.516732E+04, 8.796693E+04, 9.083951E+04, 9.378651E+04, 9.680936E+04, 9.990951E+04, 1.030884E+05, 1.063477E+05, 1.096887E+05, 1.131131E+05, 1.166223E+05, 1.202180E+05, 1.239018E+05, 1.276752E+05, 1.315399E+05, 1.354976E+05, 1.395499E+05, 1.436986E+05, 1.479452E+05, 1.522917E+05, 1.567396E+05, 1.612909E+05, 1.659473E+05, 1.707105E+05, 1.755825E+05, 1.805651E+05, 1.856602E+05, 1.908697E+05, 1.961955E+05, 2.016395E+05, 2.072038E+05, 2.128903E+05, 2.187010E+05, 2.246379E+05, 2.307031E+05, 2.368988E+05, 2.432269E+05, 2.496896E+05, 2.562891E+05, 2.630275E+05, 2.699070E+05, 2.769298E+05, 2.840982E+05, 2.914145E+05, 2.988808E+05, 3.064995E+05, 3.142730E+05, 3.222036E+05, 3.302937E+05, 3.385457E+05, 3.469620E+05, 3.555451E+05, 3.642974E+05, 3.732215E+05, 3.823198E+05, 3.915950E+05, 4.010497E+05, 4.106863E+05, 4.205075E+05, 4.305161E+05, 4.407147E+05, 4.511059E+05, 4.616925E+05, 4.724773E+05, 4.834630E+05, 4.946525E+05, 5.060486E+05, 5.176542E+05, 5.294721E+05, 5.415053E+05, 5.537566E+05, 5.662292E+05, 5.789259E+05, 5.918498E+05, 6.050039E+05, 6.183914E+05, 6.320153E+05, 6.458788E+05, 6.599849E+05, 6.743371E+05, 6.889383E+05, 7.037919E+05, 7.189012E+05, 7.342694E+05, 7.498999E+05, 7.657961E+05, 7.819613E+05, 7.983990E+05, 8.151126E+05, 8.321056E+05, 8.493814E+05, 8.669437E+05, 8.847960E+05, 9.029419E+05, 9.213850E+05, 9.401290E+05, 9.591776E+05, 9.785344E+05, 9.982033E+05, 1.018188E+06, 1.038492E+06, 1.059120E+06, 1.080075E+06, 1.101361E+06, 1.122983E+06, 1.144943E+06, 1.167247E+06, 1.189898E+06, 1.212900E+06, 1.236258E+06, 1.259974E+06, 1.284055E+06, 1.308503E+06, 1.333323E+06, 1.358519E+06, 1.384096E+06, 1.410058E+06, 1.436409E+06, 1.463154E+06, 1.490296E+06, 1.517841E+06, 1.545793E+06, 1.574156E+06, 1.602936E+06, 1.632136E+06, 1.661761E+06, 1.691816E+06, 1.722306E+06, 1.753235E+06, 1.784608E+06, 1.816429E+06, 1.848705E+06, 1.881439E+06, 1.914636E+06, 1.948302E+06, 1.982441E+06, 2.017058E+06, 2.052159E+06, 2.087748E+06, 2.123830E+06, 2.160412E+06, 2.197497E+06, 2.235091E+06, 2.273199E+06, 2.311827E+06, 2.350980E+06, 2.390664E+06, 2.430883E+06, 2.471643E+06, 2.512950E+06, 2.554809E+06, 2.597225E+06, 2.640205E+06, 2.683754E+06, 2.727877E+06, 2.772580E+06, 2.817870E+06, 2.863751E+06, 2.910229E+06, 2.957311E+06, 3.005002E+06, 3.053309E+06, 3.102237E+06, 3.151792E+06, 3.201980E+06, 3.252807E+06, 3.304280E+06, 3.356404E+06, 3.409186E+06, 3.462632E+06, 3.516748E+06, 3.571541E+06, 3.627017E+06, 3.683183E+06, 3.740044E+06, 3.797607E+06, 3.855879E+06, 3.914866E+06, 3.974576E+06, 4.035014E+06, 4.096187E+06, 4.158102E+06, 4.220766E+06, 4.284186E+06, 4.348367E+06, 4.413318E+06, 4.479046E+06, 4.545556E+06, 4.612856E+06, 4.680954E+06, 4.749856E+06, 4.819570E+06, 4.890102E+06, 4.961460E+06, 5.033650E+06, 5.106682E+06, 5.180561E+06, 5.255295E+06, 5.330892E+06, 5.407358E+06, 5.484703E+06, 5.562932E+06, 5.642054E+06, 5.722076E+06, 5.803007E+06, 5.884853E+06, 5.967622E+06, 6.051323E+06, 6.135964E+06, 6.221551E+06, 6.308093E+06, 6.395598E+06, 6.484075E+06, 6.573530E+06, 6.663973E+06, 6.755412E+06, 6.847854E+06, 6.941308E+06, 7.035782E+06, 7.131285E+06, 7.227825E+06, 7.325410E+06, 7.424049E+06, 7.523751E+06, 7.624523E+06, 7.726375E+06, 7.829316E+06, 7.933354E+06, 8.038497E+06, 8.144755E+06, 8.252136E+06, 8.360650E+06, 8.470304E+06, 8.581110E+06, 8.693074E+06, 8.806207E+06, 8.920517E+06, 9.036014E+06, 9.152706E+06, 9.270604E+06, 9.389716E+06, 9.510052E+06, 9.631622E+06, 9.754434E+06, 9.878498E+06, 1.000382E+07, 1.013042E+07, 1.025830E+07, 1.038747E+07, 1.051794E+07, 1.064972E+07, 1.078282E+07, 1.091724E+07, 1.105301E+07, 1.119013E+07, 1.132861E+07, 1.146846E+07, 1.160969E+07, 1.175231E+07, 1.189632E+07, 1.204175E+07, 1.218860E+07, 1.233689E+07, 1.248661E+07, 1.263779E+07, 1.279042E+07, 1.294454E+07, 1.310013E+07, 1.325722E+07, 1.341582E+07, 1.357593E+07, 1.373757E+07, 1.390074E+07, 1.406547E+07, 1.423175E+07, 1.439961E+07, 1.456904E+07, 1.474007E+07, 1.491270E+07, 1.508695E+07, 1.526282E+07, 1.544033E+07, 1.561949E+07, 1.580032E+07, 1.598281E+07, 1.616698E+07, 1.635285E+07, 1.654043E+07, 1.672972E+07, 1.692075E+07, 1.711351E+07, 1.730803E+07, 1.750432E+07, 1.770238E+07, 1.790223E+07, 1.810388E+07, 1.830734E+07, 1.851264E+07, 1.871976E+07, 1.892874E+07, 1.913958E+07, 1.935229E+07, 1.956689E+07, 1.978339E+07, 2.000180E+07, 2.022213E+07, 2.044440E+07, 2.066862E+07, 2.089480E+07, 2.112296E+07, 2.135310E+07, 2.158524E+07, 2.181940E+07, 2.205558E+07, 2.229380E+07, 2.253407E+07, 2.277641E+07, 2.302082E+07, 2.326733E+07, 2.351594E+07, 2.376667E+07, 2.401953E+07, 2.427454E+07, 2.453170E+07, 2.479103E+07, 2.505255E+07, 2.531627E+07, 2.558220E+07, 2.585036E+07, 2.612076E+07, 2.639341E+07, 2.666833E+07, 2.694553E+07, 2.722502E+07, 2.750683E+07, 2.779096E+07, 2.807742E+07, 2.836624E+07, 2.865742E+07, 2.895099E+07, 2.924695E+07, 2.954532E+07, 2.984611E+07, 3.014934E+07, 3.045502E+07, 3.076317E+07, 3.107380E+07, 3.138693E+07, 3.170257E+07, 3.202074E+07, 3.234145E+07, 3.266471E+07, 3.299055E+07, 3.331897E+07, 3.364999E+07, 3.398363E+07, 3.431990E+07, 3.465882E+07, 3.500040E+07, 3.534465E+07, 3.569160E+07, 3.604126E+07, 3.639364E+07, 3.674876E+07, 3.710664E+07, 3.746729E+07, 3.783072E+07, 3.819696E+07, 3.856601E+07, 3.893790E+07, 3.931263E+07, 3.969024E+07, 4.007072E+07, 4.045410E+07, 4.084040E+07, 4.122963E+07, 4.162181E+07, 4.201694E+07, 4.241506E+07, 4.281617E+07, 4.322030E+07, 4.362745E+07, 4.403765E+07, 4.445091E+07, 4.486726E+07, 4.528669E+07, 4.570924E+07, 4.613492E+07, 4.656374E+07, ]) # ============================ M = 53, I = 2 ============================ M = 53 I = 2 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 6.906550E+00, 6.596858E+01, 1.316172E+02, 1.972811E+02, 2.629603E+02, 3.286614E+02, 3.944232E+02, 4.603607E+02, 5.266934E+02, 5.937410E+02, 6.618964E+02, 7.315933E+02, 8.032792E+02, 8.773970E+02, 9.543752E+02, 1.034623E+03, 1.118530E+03, 1.206466E+03, 1.298787E+03, 1.395833E+03, 1.497934E+03, 1.605413E+03, 1.718586E+03, 1.837766E+03, 1.963264E+03, 2.095392E+03, 2.234461E+03, 2.380787E+03, 2.534688E+03, 2.696489E+03, 2.866516E+03, 3.045106E+03, 3.232598E+03, 3.429341E+03, 3.635691E+03, 3.852012E+03, 4.078674E+03, 4.316060E+03, 4.564557E+03, 4.824565E+03, 5.096492E+03, 5.380755E+03, 5.677781E+03, 5.988008E+03, 6.311883E+03, 6.649864E+03, 7.002420E+03, 7.370028E+03, 7.753179E+03, 8.152373E+03, 8.568122E+03, 9.000949E+03, 9.451387E+03, 9.919983E+03, 1.040729E+04, 1.091389E+04, 1.144035E+04, 1.198726E+04, 1.255524E+04, 1.314489E+04, 1.375686E+04, 1.439177E+04, 1.505029E+04, 1.573308E+04, 1.644082E+04, 1.717420E+04, 1.793394E+04, 1.872074E+04, 1.953535E+04, 2.037851E+04, 2.125097E+04, 2.215352E+04, 2.308693E+04, 2.405201E+04, 2.504958E+04, 2.608047E+04, 2.714551E+04, 2.824557E+04, 2.938152E+04, 3.055424E+04, 3.176465E+04, 3.301365E+04, 3.430218E+04, 3.563119E+04, 3.700164E+04, 3.841451E+04, 3.987080E+04, 4.137150E+04, 4.291766E+04, 4.451031E+04, 4.615050E+04, 4.783932E+04, 4.957786E+04, 5.136721E+04, 5.320851E+04, 5.510290E+04, 5.705153E+04, 5.905557E+04, 6.111623E+04, 6.323470E+04, 6.541221E+04, 6.765001E+04, 6.994937E+04, 7.231155E+04, 7.473785E+04, 7.722960E+04, 7.978812E+04, 8.241476E+04, 8.511090E+04, 8.787793E+04, 9.071724E+04, 9.363028E+04, 9.661848E+04, 9.968331E+04, 1.028262E+05, 1.060488E+05, 1.093525E+05, 1.127389E+05, 1.162095E+05, 1.197659E+05, 1.234098E+05, 1.271426E+05, 1.309662E+05, 1.348822E+05, 1.388921E+05, 1.429978E+05, 1.472010E+05, 1.515034E+05, 1.559067E+05, 1.604128E+05, 1.650235E+05, 1.697406E+05, 1.745659E+05, 1.795014E+05, 1.845488E+05, 1.897102E+05, 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3.526037E+06, 3.581305E+06, 3.637268E+06, 3.693933E+06, 3.751305E+06, 3.809392E+06, 3.868200E+06, 3.927737E+06, 3.988008E+06, 4.049022E+06, 4.110784E+06, 4.173301E+06, 4.236581E+06, 4.300631E+06, 4.365457E+06, 4.431068E+06, 4.497468E+06, 4.564668E+06, 4.632672E+06, 4.701489E+06, 4.771126E+06, 4.841590E+06, 4.912890E+06, 4.985031E+06, 5.058022E+06, 5.131870E+06, 5.206583E+06, 5.282169E+06, 5.358634E+06, 5.435988E+06, 5.514238E+06, 5.593390E+06, 5.673455E+06, 5.754439E+06, 5.836350E+06, 5.919196E+06, 6.002986E+06, 6.087727E+06, 6.173428E+06, 6.260096E+06, 6.347741E+06, 6.436370E+06, 6.525992E+06, 6.616615E+06, 6.708247E+06, 6.800898E+06, 6.894575E+06, 6.989288E+06, 7.085044E+06, 7.181852E+06, 7.279722E+06, 7.378662E+06, 7.478681E+06, 7.579788E+06, 7.681991E+06, 7.785300E+06, 7.889724E+06, 7.995271E+06, 8.101951E+06, 8.209774E+06, 8.318747E+06, 8.428882E+06, 8.540186E+06, 8.652669E+06, 8.766342E+06, 8.881212E+06, 8.997290E+06, 9.114586E+06, 9.233109E+06, 9.352868E+06, 9.473874E+06, 9.596136E+06, 9.719664E+06, 9.844468E+06, 9.970558E+06, 1.009794E+07, 1.022664E+07, 1.035664E+07, 1.048798E+07, 1.062065E+07, 1.075467E+07, 1.089004E+07, 1.102679E+07, 1.116491E+07, 1.130442E+07, 1.144532E+07, 1.158764E+07, 1.173138E+07, 1.187655E+07, 1.202316E+07, 1.217122E+07, 1.232075E+07, 1.247175E+07, 1.262423E+07, 1.277822E+07, 1.293370E+07, 1.309071E+07, 1.324925E+07, 1.340933E+07, 1.357096E+07, 1.373416E+07, 1.389893E+07, 1.406528E+07, 1.423324E+07, 1.440281E+07, 1.457399E+07, 1.474681E+07, 1.492128E+07, 1.509740E+07, 1.527519E+07, 1.545466E+07, 1.563582E+07, 1.581869E+07, 1.600328E+07, 1.618959E+07, 1.637765E+07, 1.656746E+07, 1.675903E+07, 1.695239E+07, 1.714753E+07, 1.734448E+07, 1.754324E+07, 1.774384E+07, 1.794627E+07, 1.815056E+07, 1.835671E+07, 1.856475E+07, 1.877468E+07, 1.898651E+07, 1.920026E+07, 1.941595E+07, 1.963358E+07, 1.985317E+07, 2.007473E+07, 2.029827E+07, 2.052382E+07, 2.075137E+07, 2.098096E+07, 2.121258E+07, 2.144625E+07, 2.168200E+07, 2.191982E+07, 2.215974E+07, 2.240176E+07, 2.264591E+07, 2.289220E+07, 2.314063E+07, 2.339124E+07, 2.364402E+07, 2.389899E+07, 2.415617E+07, 2.441558E+07, 2.467722E+07, 2.494111E+07, 2.520727E+07, 2.547572E+07, 2.574645E+07, 2.601950E+07, 2.629487E+07, 2.657259E+07, 2.685266E+07, 2.713510E+07, 2.741992E+07, 2.770715E+07, 2.799679E+07, 2.828887E+07, 2.858339E+07, 2.888038E+07, 2.917984E+07, 2.948180E+07, 2.978626E+07, 3.009326E+07, 3.040279E+07, 3.071489E+07, 3.102955E+07, 3.134681E+07, 3.166667E+07, 3.198915E+07, 3.231427E+07, 3.264204E+07, 3.297249E+07, 3.330562E+07, 3.364146E+07, 3.398001E+07, 3.432131E+07, 3.466535E+07, 3.501217E+07, 3.536178E+07, 3.571418E+07, 3.606942E+07, 3.642748E+07, 3.678841E+07, 3.715221E+07, 3.751890E+07, 3.788849E+07, 3.826101E+07, 3.863648E+07, 3.901490E+07, 3.939630E+07, 3.978070E+07, 4.016811E+07, 4.055855E+07, 4.095204E+07, 4.134860E+07, 4.174825E+07, 4.215100E+07, 4.255686E+07, 4.296587E+07, 4.337804E+07, 4.379339E+07, 4.421193E+07, 4.463368E+07, 4.505867E+07, 4.548691E+07, 4.591842E+07, 4.635322E+07, 4.679133E+07, 4.723277E+07, 4.767755E+07, 4.812570E+07, 4.857723E+07, 4.903217E+07, 4.949053E+07, ]) # ============================ M = 53, I = 3 ============================ M = 53 I = 3 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 2.724569E+01, 2.600625E+02, 5.188440E+02, 7.776856E+02, 1.036588E+03, 1.295575E+03, 1.554801E+03, 1.814713E+03, 2.076173E+03, 2.340434E+03, 2.609037E+03, 2.883683E+03, 3.166126E+03, 3.458104E+03, 3.761298E+03, 4.077310E+03, 4.407669E+03, 4.753826E+03, 5.117172E+03, 5.499043E+03, 5.900734E+03, 6.323506E+03, 6.768600E+03, 7.237241E+03, 7.730649E+03, 8.250043E+03, 8.796647E+03, 9.371695E+03, 9.976435E+03, 1.061213E+04, 1.128007E+04, 1.198157E+04, 1.271795E+04, 1.349058E+04, 1.430086E+04, 1.515020E+04, 1.604006E+04, 1.697194E+04, 1.794735E+04, 1.896785E+04, 2.003504E+04, 2.115056E+04, 2.231607E+04, 2.353328E+04, 2.480395E+04, 2.612987E+04, 2.751286E+04, 2.895481E+04, 3.045762E+04, 3.202325E+04, 3.365371E+04, 3.535104E+04, 3.711733E+04, 3.895470E+04, 4.086535E+04, 4.285149E+04, 4.491540E+04, 4.705939E+04, 4.928583E+04, 5.159713E+04, 5.399576E+04, 5.648421E+04, 5.906505E+04, 6.174089E+04, 6.451439E+04, 6.738825E+04, 7.036524E+04, 7.344816E+04, 7.663989E+04, 7.994333E+04, 8.336146E+04, 8.689731E+04, 9.055394E+04, 9.433449E+04, 9.824214E+04, 1.022801E+05, 1.064518E+05, 1.107604E+05, 1.152095E+05, 1.198025E+05, 1.245428E+05, 1.294342E+05, 1.344802E+05, 1.396845E+05, 1.450510E+05, 1.505834E+05, 1.562856E+05, 1.621615E+05, 1.682153E+05, 1.744509E+05, 1.808724E+05, 1.874842E+05, 1.942904E+05, 2.012953E+05, 2.085035E+05, 2.159192E+05, 2.235471E+05, 2.313917E+05, 2.394576E+05, 2.477497E+05, 2.562727E+05, 2.650315E+05, 2.740309E+05, 2.832760E+05, 2.927719E+05, 3.025236E+05, 3.125365E+05, 3.228157E+05, 3.333667E+05, 3.441948E+05, 3.553056E+05, 3.667047E+05, 3.783976E+05, 3.903901E+05, 4.026880E+05, 4.152972E+05, 4.282236E+05, 4.414732E+05, 4.550522E+05, 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2.796950E+06, 2.856916E+06, 2.917914E+06, 2.979956E+06, 3.043055E+06, 3.107226E+06, 3.172483E+06, 3.238838E+06, 3.306306E+06, 3.374902E+06, 3.444638E+06, 3.515531E+06, 3.587593E+06, 3.660839E+06, 3.735285E+06, 3.810945E+06, 3.887834E+06, 3.965966E+06, 4.045358E+06, 4.126024E+06, 4.207980E+06, 4.291241E+06, 4.375824E+06, 4.461743E+06, 4.549015E+06, 4.637656E+06, 4.727682E+06, 4.819109E+06, 4.911954E+06, 5.006233E+06, 5.101963E+06, 5.199161E+06, 5.297844E+06, 5.398029E+06, 5.499733E+06, 5.602973E+06, 5.707768E+06, 5.814134E+06, 5.922089E+06, 6.031652E+06, 6.142840E+06, 6.255672E+06, 6.370166E+06, 6.486339E+06, 6.604212E+06, 6.723802E+06, 6.845129E+06, 6.968212E+06, 7.093069E+06, 7.219720E+06, 7.348184E+06, 7.478481E+06, 7.610631E+06, 7.744654E+06, 7.880569E+06, 8.018396E+06, 8.158157E+06, 8.299871E+06, 8.443559E+06, 8.589242E+06, 8.736940E+06, 8.886675E+06, 9.038468E+06, 9.192340E+06, 9.348312E+06, 9.506407E+06, 9.666646E+06, 9.829050E+06, 9.993643E+06, 1.016045E+07, 1.032948E+07, 1.050077E+07, 1.067434E+07, 1.085021E+07, 1.102840E+07, 1.120894E+07, 1.139185E+07, 1.157716E+07, 1.176488E+07, 1.195504E+07, 1.214767E+07, 1.234278E+07, 1.254041E+07, 1.274058E+07, 1.294331E+07, 1.314862E+07, 1.335655E+07, 1.356712E+07, 1.378035E+07, 1.399626E+07, 1.421489E+07, 1.443626E+07, 1.466039E+07, 1.488731E+07, 1.511705E+07, 1.534964E+07, 1.558509E+07, 1.582344E+07, 1.606472E+07, 1.630894E+07, 1.655614E+07, 1.680635E+07, 1.705959E+07, 1.731589E+07, 1.757528E+07, 1.783779E+07, 1.810344E+07, 1.837227E+07, 1.864429E+07, 1.891955E+07, 1.919807E+07, 1.947987E+07, 1.976500E+07, 2.005347E+07, 2.034532E+07, 2.064057E+07, 2.093927E+07, 2.124143E+07, 2.154708E+07, 2.185627E+07, 2.216901E+07, 2.248535E+07, 2.280530E+07, 2.312891E+07, 2.345620E+07, 2.378721E+07, 2.412196E+07, 2.446050E+07, 2.480284E+07, 2.514903E+07, 2.549909E+07, 2.585307E+07, 2.621098E+07, 2.657287E+07, 2.693877E+07, 2.730871E+07, 2.768273E+07, 2.806086E+07, 2.844313E+07, 2.882958E+07, 2.922024E+07, 2.961515E+07, 3.001434E+07, 3.041785E+07, 3.082571E+07, 3.123796E+07, 3.165463E+07, 3.207576E+07, 3.250138E+07, 3.293154E+07, 3.336627E+07, 3.380560E+07, 3.424957E+07, 3.469822E+07, 3.515159E+07, 3.560971E+07, 3.607262E+07, 3.654036E+07, 3.701296E+07, 3.749047E+07, 3.797292E+07, 3.846036E+07, 3.895282E+07, 3.945033E+07, 3.995295E+07, 4.046070E+07, 4.097364E+07, 4.149179E+07, 4.201520E+07, 4.254391E+07, 4.307796E+07, 4.361738E+07, 4.416223E+07, 4.471254E+07, 4.526836E+07, 4.582972E+07, 4.639666E+07, 4.696924E+07, 4.754748E+07, 4.813144E+07, 4.872116E+07, 4.931667E+07, 4.991803E+07, 5.052527E+07, 5.113844E+07, 5.175758E+07, 5.238274E+07, 5.301396E+07, 5.365129E+07, 5.429476E+07, 5.494443E+07, 5.560034E+07, 5.626254E+07, 5.693106E+07, 5.760597E+07, 5.828729E+07, 5.897508E+07, 5.966939E+07, 6.037026E+07, 6.107774E+07, 6.179187E+07, 6.251270E+07, 6.324029E+07, 6.397467E+07, 6.471590E+07, 6.546403E+07, 6.621909E+07, 6.698115E+07, 6.775025E+07, 6.852644E+07, 6.930977E+07, 7.010028E+07, 7.089804E+07, 7.170308E+07, 7.251546E+07, 7.333524E+07, 7.416245E+07, 7.499715E+07, 7.583940E+07, 7.668924E+07, 7.754673E+07, 7.841192E+07, 7.928485E+07, 8.016559E+07, 8.105418E+07, 8.195069E+07, 8.285515E+07, 8.376763E+07, 8.468818E+07, 8.561685E+07, 8.655370E+07, 8.749878E+07, 8.845215E+07, 8.941386E+07, 9.038396E+07, 9.136252E+07, 9.234958E+07, 9.334521E+07, 9.434946E+07, 9.536238E+07, 9.638404E+07, 9.741449E+07, 9.845378E+07, 9.950198E+07, 1.005591E+08, 1.016253E+08, 1.027006E+08, 1.037850E+08, 1.048786E+08, 1.059814E+08, 1.070936E+08, 1.082151E+08, 1.093461E+08, 1.104865E+08, 1.116366E+08, 1.127962E+08, 1.139655E+08, 1.151445E+08, 1.163334E+08, 1.175321E+08, 1.187407E+08, 1.199593E+08, 1.211879E+08, 1.224267E+08, 1.236756E+08, 1.249348E+08, 1.262042E+08, 1.274840E+08, 1.287743E+08, 1.300750E+08, 1.313863E+08, 1.327082E+08, 1.340408E+08, 1.353841E+08, 1.367383E+08, 1.381033E+08, 1.394793E+08, 1.408663E+08, 1.422643E+08, 1.436736E+08, 1.450940E+08, 1.465257E+08, 1.479688E+08, 1.494233E+08, 1.508892E+08, 1.523668E+08, 1.538559E+08, 1.553568E+08, 1.568694E+08, 1.583938E+08, 1.599302E+08, 1.614785E+08, 1.630388E+08, 1.646113E+08, 1.661960E+08, 1.677929E+08, 1.694022E+08, 1.710238E+08, 1.726579E+08, 1.743046E+08, 1.759639E+08, 1.776359E+08, 1.793206E+08, 1.810182E+08, 1.827287E+08, 1.844522E+08, 1.861887E+08, 1.879384E+08, 1.897013E+08, 1.914775E+08, 1.932671E+08, ]) # ============================ M = 53, I = 4 ============================ M = 53 I = 4 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 6.713027E+00, 6.402990E+01, 1.277394E+02, 1.914638E+02, 2.552037E+02, 3.189770E+02, 3.828815E+02, 4.471891E+02, 5.123940E+02, 5.791861E+02, 6.483815E+02, 7.208506E+02, 7.974636E+02, 8.790581E+02, 9.664246E+02, 1.060303E+03, 1.161388E+03, 1.270333E+03, 1.387761E+03, 1.514270E+03, 1.650442E+03, 1.796845E+03, 1.954047E+03, 2.122608E+03, 2.303095E+03, 2.496078E+03, 2.702135E+03, 2.921855E+03, 3.155835E+03, 3.404688E+03, 3.669041E+03, 3.949533E+03, 4.246824E+03, 4.561585E+03, 4.894510E+03, 5.246306E+03, 5.617704E+03, 6.009449E+03, 6.422310E+03, 6.857072E+03, 7.314543E+03, 7.795551E+03, 8.300946E+03, 8.831598E+03, 9.388399E+03, 9.972263E+03, 1.058413E+04, 1.122495E+04, 1.189571E+04, 1.259742E+04, 1.333111E+04, 1.409782E+04, 1.489863E+04, 1.573465E+04, 1.660699E+04, 1.751681E+04, 1.846528E+04, 1.945360E+04, 2.048299E+04, 2.155471E+04, 2.267003E+04, 2.383025E+04, 2.503670E+04, 2.629074E+04, 2.759375E+04, 2.894713E+04, 3.035233E+04, 3.181081E+04, 3.332406E+04, 3.489361E+04, 3.652100E+04, 3.820780E+04, 3.995563E+04, 4.176613E+04, 4.364095E+04, 4.558180E+04, 4.759039E+04, 4.966849E+04, 5.181787E+04, 5.404036E+04, 5.633781E+04, 5.871209E+04, 6.116511E+04, 6.369882E+04, 6.631519E+04, 6.901623E+04, 7.180397E+04, 7.468049E+04, 7.764790E+04, 8.070834E+04, 8.386397E+04, 8.711700E+04, 9.046968E+04, 9.392428E+04, 9.748311E+04, 1.011485E+05, 1.049229E+05, 1.088086E+05, 1.128082E+05, 1.169240E+05, 1.211587E+05, 1.255148E+05, 1.299949E+05, 1.346017E+05, 1.393377E+05, 1.442058E+05, 1.492086E+05, 1.543489E+05, 1.596296E+05, 1.650536E+05, 1.706237E+05, 1.763429E+05, 1.822142E+05, 1.882405E+05, 1.944251E+05, 2.007708E+05, 2.072810E+05, 2.139587E+05, 2.208072E+05, 2.278299E+05, 2.350299E+05, 2.424106E+05, 2.499755E+05, 2.577279E+05, 2.656713E+05, 2.738094E+05, 2.821456E+05, 2.906835E+05, 2.994268E+05, 3.083792E+05, 3.175444E+05, 3.269263E+05, 3.365286E+05, 3.463552E+05, 3.564102E+05, 3.666973E+05, 3.772207E+05, 3.879843E+05, 3.989925E+05, 4.102491E+05, 4.217586E+05, 4.335251E+05, 4.455529E+05, 4.578463E+05, 4.704099E+05, 4.832479E+05, 4.963650E+05, 5.097656E+05, 5.234544E+05, 5.374360E+05, 5.517150E+05, 5.662962E+05, 5.811845E+05, 5.963847E+05, 6.119015E+05, 6.277401E+05, 6.439054E+05, 6.604025E+05, 6.772364E+05, 6.944124E+05, 7.119355E+05, 7.298112E+05, 7.480446E+05, 7.666413E+05, 7.856065E+05, 8.049458E+05, 8.246648E+05, 8.447689E+05, 8.652639E+05, 8.861554E+05, 9.074493E+05, 9.291512E+05, 9.512672E+05, 9.738030E+05, 9.967647E+05, 1.020158E+06, 1.043990E+06, 1.068266E+06, 1.092992E+06, 1.118175E+06, 1.143821E+06, 1.169936E+06, 1.196527E+06, 1.223600E+06, 1.251162E+06, 1.279220E+06, 1.307780E+06, 1.336849E+06, 1.366434E+06, 1.396541E+06, 1.427178E+06, 1.458351E+06, 1.490068E+06, 1.522336E+06, 1.555161E+06, 1.588552E+06, 1.622515E+06, 1.657058E+06, 1.692188E+06, 1.727913E+06, 1.764240E+06, 1.801178E+06, 1.838732E+06, 1.876913E+06, 1.915726E+06, 1.955180E+06, 1.995284E+06, 2.036044E+06, 2.077470E+06, 2.119569E+06, 2.162349E+06, 2.205819E+06, 2.249988E+06, 2.294863E+06, 2.340453E+06, 2.386766E+06, 2.433812E+06, 2.481599E+06, 2.530135E+06, 2.579430E+06, 2.629493E+06, 2.680332E+06, 2.731956E+06, 2.784375E+06, 2.837598E+06, 2.891634E+06, 2.946492E+06, 3.002182E+06, 3.058713E+06, 3.116095E+06, 3.174338E+06, 3.233450E+06, 3.293443E+06, 3.354325E+06, 3.416107E+06, 3.478798E+06, 3.542410E+06, 3.606951E+06, 3.672432E+06, 3.738863E+06, 3.806255E+06, 3.874619E+06, 3.943964E+06, 4.014301E+06, 4.085641E+06, 4.157995E+06, 4.231373E+06, 4.305787E+06, 4.381247E+06, 4.457764E+06, 4.535351E+06, 4.614016E+06, 4.693774E+06, 4.774633E+06, 4.856606E+06, 4.939705E+06, 5.023941E+06, 5.109325E+06, 5.195870E+06, 5.283588E+06, 5.372490E+06, 5.462587E+06, 5.553894E+06, 5.646421E+06, 5.740181E+06, 5.835186E+06, 5.931448E+06, 6.028981E+06, 6.127796E+06, 6.227907E+06, 6.329326E+06, 6.432066E+06, 6.536140E+06, 6.641561E+06, 6.748341E+06, 6.856495E+06, 6.966036E+06, 7.076976E+06, 7.189329E+06, 7.303110E+06, 7.418330E+06, 7.535005E+06, 7.653147E+06, 7.772771E+06, 7.893891E+06, 8.016521E+06, 8.140674E+06, 8.266366E+06, 8.393610E+06, 8.522420E+06, 8.652812E+06, 8.784800E+06, 8.918398E+06, 9.053621E+06, 9.190484E+06, 9.329003E+06, 9.469192E+06, 9.611065E+06, 9.754639E+06, 9.899929E+06, 1.004695E+07, 1.019572E+07, 1.034624E+07, 1.049855E+07, 1.065265E+07, 1.080856E+07, 1.096630E+07, 1.112587E+07, 1.128731E+07, 1.145061E+07, 1.161581E+07, 1.178291E+07, 1.195194E+07, 1.212291E+07, 1.229583E+07, 1.247072E+07, 1.264761E+07, 1.282650E+07, 1.300741E+07, 1.319037E+07, 1.337538E+07, 1.356247E+07, 1.375165E+07, 1.394295E+07, 1.413637E+07, 1.433193E+07, 1.452966E+07, 1.472958E+07, 1.493169E+07, 1.513602E+07, 1.534258E+07, 1.555140E+07, 1.576250E+07, 1.597588E+07, 1.619158E+07, 1.640960E+07, 1.662997E+07, 1.685270E+07, 1.707783E+07, 1.730535E+07, 1.753530E+07, 1.776770E+07, 1.800255E+07, 1.823989E+07, 1.847973E+07, 1.872209E+07, 1.896699E+07, 1.921445E+07, 1.946449E+07, 1.971714E+07, 1.997240E+07, 2.023031E+07, 2.049088E+07, 2.075413E+07, 2.102008E+07, 2.128876E+07, 2.156018E+07, 2.183437E+07, 2.211135E+07, 2.239113E+07, 2.267374E+07, 2.295920E+07, 2.324754E+07, 2.353877E+07, 2.383291E+07, 2.412999E+07, 2.443003E+07, 2.473305E+07, 2.503907E+07, 2.534812E+07, 2.566022E+07, 2.597538E+07, 2.629364E+07, 2.661501E+07, 2.693952E+07, 2.726718E+07, 2.759804E+07, 2.793210E+07, 2.826938E+07, 2.860992E+07, 2.895374E+07, 2.930086E+07, 2.965129E+07, 3.000508E+07, 3.036224E+07, 3.072278E+07, 3.108675E+07, 3.145416E+07, 3.182504E+07, 3.219941E+07, 3.257729E+07, 3.295872E+07, 3.334370E+07, 3.373228E+07, 3.412447E+07, 3.452030E+07, 3.491980E+07, 3.532298E+07, 3.572988E+07, 3.614051E+07, 3.655492E+07, 3.697311E+07, 3.739512E+07, 3.782098E+07, 3.825070E+07, 3.868432E+07, 3.912185E+07, 3.956334E+07, 4.000880E+07, 4.045825E+07, 4.091174E+07, 4.136928E+07, 4.183090E+07, 4.229662E+07, 4.276648E+07, 4.324050E+07, 4.371871E+07, 4.420113E+07, 4.468780E+07, 4.517874E+07, 4.567398E+07, 4.617354E+07, 4.667746E+07, 4.718576E+07, 4.769848E+07, 4.821563E+07, 4.873725E+07, 4.926336E+07, 4.979400E+07, 5.032919E+07, 5.086896E+07, 5.141335E+07, 5.196238E+07, 5.251607E+07, 5.307446E+07, 5.363758E+07, 5.420546E+07, 5.477812E+07, 5.535560E+07, 5.593793E+07, 5.652514E+07, 5.711725E+07, 5.771430E+07, 5.831631E+07, 5.892332E+07, 5.953536E+07, 6.015246E+07, 6.077465E+07, 6.140196E+07, 6.203442E+07, 6.267206E+07, 6.331492E+07, 6.396302E+07, 6.461640E+07, 6.527508E+07, 6.593911E+07, 6.660850E+07, 6.728330E+07, 6.796354E+07, 6.864924E+07, 6.934044E+07, 7.003718E+07, 7.073947E+07, 7.144737E+07, 7.216089E+07, 7.288008E+07, 7.360496E+07, 7.433558E+07, 7.507195E+07, 7.581412E+07, 7.656211E+07, 7.731597E+07, 7.807572E+07, 7.884140E+07, 7.961305E+07, 8.039069E+07, 8.117436E+07, 8.196410E+07, 8.275994E+07, 8.356191E+07, 8.437005E+07, 8.518439E+07, 8.600497E+07, 8.683182E+07, 8.766498E+07, 8.850449E+07, 8.935037E+07, 9.020266E+07, 9.106141E+07, 9.192664E+07, 9.279838E+07, 9.367669E+07, 9.456158E+07, 9.545310E+07, 9.635129E+07, 9.725618E+07, 9.816780E+07, 9.908620E+07, 1.000114E+08, 1.009435E+08, 1.018824E+08, ]) # ============================ M = 54, I = 1 ============================ M = 54 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 5.564399E+01, 1.031202E+03, 2.666439E+03, 4.792731E+03, 7.338129E+03, 1.023914E+04, 1.345214E+04, 1.694741E+04, 2.070371E+04, 2.470550E+04, 2.894160E+04, 3.340460E+04, 3.809039E+04, 4.299775E+04, 4.812807E+04, 5.348497E+04, 5.907413E+04, 6.490301E+04, 7.098070E+04, 7.731780E+04, 8.392626E+04, 9.081932E+04, 9.801144E+04, 1.055183E+05, 1.133565E+05, 1.215441E+05, 1.300998E+05, 1.390438E+05, 1.483969E+05, 1.581814E+05, 1.684204E+05, 1.791381E+05, 1.903600E+05, 2.021124E+05, 2.144229E+05, 2.273204E+05, 2.408347E+05, 2.549972E+05, 2.698402E+05, 2.853977E+05, 3.017048E+05, 3.187980E+05, 3.367155E+05, 3.554967E+05, 3.751828E+05, 3.958167E+05, 4.174426E+05, 4.401069E+05, 4.638576E+05, 4.887447E+05, 5.148199E+05, 5.421372E+05, 5.707527E+05, 6.007245E+05, 6.321132E+05, 6.649816E+05, 6.993951E+05, 7.354214E+05, 7.731309E+05, 8.125970E+05, 8.538955E+05, 8.971053E+05, 9.423084E+05, 9.895898E+05, 1.039038E+06, 1.090744E+06, 1.144804E+06, 1.201316E+06, 1.260382E+06, 1.322110E+06, 1.386608E+06, 1.453991E+06, 1.524379E+06, 1.597893E+06, 1.674662E+06, 1.754818E+06, 1.838496E+06, 1.925841E+06, 2.016999E+06, 2.112121E+06, 2.211367E+06, 2.314900E+06, 2.422890E+06, 2.535511E+06, 2.652946E+06, 2.775384E+06, 2.903018E+06, 3.036051E+06, 3.174692E+06, 3.319156E+06, 3.469668E+06, 3.626458E+06, 3.789765E+06, 3.959838E+06, 4.136932E+06, 4.321312E+06, 4.513252E+06, 4.713034E+06, 4.920951E+06, 5.137305E+06, 5.362408E+06, 5.596584E+06, 5.840166E+06, 6.093498E+06, 6.356936E+06, 6.630848E+06, 6.915613E+06, 7.211623E+06, 7.519283E+06, 7.839010E+06, 8.171236E+06, 8.516406E+06, 8.874978E+06, 9.247427E+06, 9.634242E+06, 1.003593E+07, 1.045300E+07, 1.088600E+07, 1.133548E+07, 1.180201E+07, 1.228618E+07, 1.278860E+07, 1.330988E+07, 1.385068E+07, 1.441166E+07, 1.499350E+07, 1.559690E+07, 1.622261E+07, 1.687135E+07, 1.754391E+07, 1.824107E+07, 1.896366E+07, 1.971252E+07, 2.048851E+07, 2.129253E+07, 2.212549E+07, 2.298834E+07, 2.388205E+07, 2.480763E+07, 2.576610E+07, 2.675853E+07, 2.778601E+07, 2.884966E+07, 2.995062E+07, 3.109010E+07, 3.226932E+07, 3.348952E+07, 3.475199E+07, 3.605808E+07, 3.740913E+07, 3.880656E+07, 4.025180E+07, 4.174634E+07, 4.329170E+07, 4.488944E+07, 4.654118E+07, 4.824856E+07, 5.001328E+07, 5.183708E+07, 5.372176E+07, 5.566915E+07, 5.768114E+07, 5.975967E+07, 6.190674E+07, 6.412437E+07, 6.641468E+07, 6.877982E+07, 7.122200E+07, 7.374348E+07, 7.634659E+07, 7.903373E+07, 8.180734E+07, 8.466995E+07, 8.762413E+07, 9.067253E+07, 9.381786E+07, 9.706291E+07, 1.004105E+08, 1.038637E+08, 1.074253E+08, 1.110986E+08, 1.148865E+08, 1.187925E+08, 1.228198E+08, 1.269717E+08, 1.312519E+08, 1.356638E+08, 1.402111E+08, 1.448977E+08, 1.497272E+08, 1.547037E+08, 1.598312E+08, 1.651139E+08, 1.705559E+08, 1.761616E+08, 1.819354E+08, 1.878820E+08, 1.940059E+08, 2.003120E+08, 2.068050E+08, 2.134901E+08, 2.203724E+08, 2.274570E+08, 2.347493E+08, 2.422549E+08, 2.499794E+08, 2.579284E+08, 2.661080E+08, 2.745241E+08, 2.831830E+08, 2.920908E+08, 3.012540E+08, 3.106794E+08, 3.203735E+08, 3.303434E+08, 3.405961E+08, 3.511388E+08, 3.619788E+08, 3.731239E+08, 3.845817E+08, 3.963600E+08, 4.084671E+08, 4.209111E+08, 4.337004E+08, 4.468438E+08, 4.603501E+08, 4.742282E+08, 4.884874E+08, 5.031371E+08, 5.181870E+08, 5.336468E+08, 5.495267E+08, 5.658369E+08, 5.825879E+08, 5.997905E+08, 6.174555E+08, 6.355943E+08, 6.542181E+08, 6.733388E+08, 6.929681E+08, 7.131184E+08, 7.338020E+08, 7.550316E+08, 7.768203E+08, 7.991813E+08, 8.221280E+08, 8.456743E+08, 8.698344E+08, 8.946224E+08, 9.200533E+08, 9.461420E+08, 9.729037E+08, 1.000354E+09, 1.028509E+09, 1.057385E+09, 1.086998E+09, 1.117366E+09, 1.148506E+09, 1.180435E+09, 1.213171E+09, 1.246733E+09, 1.281140E+09, 1.316410E+09, 1.352563E+09, 1.389619E+09, 1.427598E+09, 1.466521E+09, 1.506410E+09, 1.547284E+09, 1.589167E+09, 1.632081E+09, 1.676048E+09, 1.721092E+09, 1.767237E+09, 1.814506E+09, 1.862925E+09, 1.912518E+09, 1.963312E+09, 2.015331E+09, 2.068603E+09, 2.123156E+09, 2.179015E+09, 2.236211E+09, 2.294770E+09, 2.354724E+09, 2.416100E+09, 2.478931E+09, 2.543246E+09, 2.609078E+09, 2.676458E+09, 2.745419E+09, 2.815995E+09, 2.888219E+09, 2.962126E+09, 3.037751E+09, 3.115130E+09, 3.194300E+09, 3.275298E+09, 3.358162E+09, 3.442930E+09, 3.529642E+09, 3.618337E+09, 3.709057E+09, 3.801843E+09, 3.896738E+09, 3.993783E+09, 4.093024E+09, 4.194504E+09, 4.298270E+09, 4.404367E+09, 4.512842E+09, 4.623744E+09, 4.737120E+09, 4.853021E+09, 4.971497E+09, 5.092599E+09, 5.216380E+09, 5.342893E+09, 5.472192E+09, 5.604332E+09, 5.739370E+09, 5.877361E+09, 6.018365E+09, 6.162440E+09, 6.309646E+09, 6.460045E+09, 6.613698E+09, 6.770669E+09, 6.931022E+09, 7.094823E+09, 7.262138E+09, 7.433035E+09, 7.607582E+09, 7.785850E+09, 7.967909E+09, 8.153833E+09, 8.343695E+09, 8.537569E+09, 8.735532E+09, 8.937661E+09, 9.144036E+09, 9.354734E+09, 9.569840E+09, 9.789434E+09, 1.001360E+10, 1.024243E+10, 1.047600E+10, 1.071440E+10, 1.095773E+10, 1.120608E+10, 1.145953E+10, 1.171818E+10, 1.198213E+10, 1.225147E+10, 1.252631E+10, 1.280674E+10, 1.309288E+10, 1.338480E+10, 1.368264E+10, 1.398649E+10, 1.429646E+10, 1.461267E+10, 1.493522E+10, 1.526423E+10, 1.559981E+10, 1.594209E+10, 1.629118E+10, 1.664721E+10, 1.701030E+10, 1.738056E+10, 1.775815E+10, 1.814317E+10, 1.853577E+10, 1.893607E+10, 1.934421E+10, 1.976034E+10, 2.018458E+10, 2.061709E+10, 2.105800E+10, 2.150747E+10, 2.196564E+10, 2.243266E+10, 2.290869E+10, 2.339388E+10, 2.388839E+10, 2.439238E+10, 2.490602E+10, 2.542946E+10, 2.596289E+10, 2.650646E+10, 2.706036E+10, 2.762475E+10, 2.819982E+10, 2.878574E+10, 2.938271E+10, 2.999090E+10, 3.061052E+10, 3.124174E+10, 3.188476E+10, 3.253979E+10, 3.320702E+10, 3.388666E+10, 3.457891E+10, 3.528399E+10, 3.600210E+10, 3.673347E+10, 3.747831E+10, 3.823684E+10, 3.900930E+10, 3.979591E+10, 4.059690E+10, 4.141251E+10, 4.224298E+10, 4.308855E+10, 4.394946E+10, 4.482598E+10, 4.571834E+10, 4.662681E+10, 4.755165E+10, 4.849312E+10, 4.945150E+10, 5.042704E+10, 5.142004E+10, 5.243076E+10, 5.345950E+10, 5.450654E+10, 5.557217E+10, 5.665669E+10, 5.776040E+10, 5.888360E+10, 6.002660E+10, 6.118972E+10, 6.237327E+10, 6.357758E+10, 6.480297E+10, 6.604977E+10, 6.731832E+10, 6.860895E+10, 6.992202E+10, 7.125787E+10, 7.261685E+10, 7.399933E+10, 7.540568E+10, 7.683625E+10, 7.829142E+10, 7.977158E+10, 8.127710E+10, 8.280839E+10, 8.436582E+10, 8.594981E+10, 8.756076E+10, 8.919908E+10, 9.086518E+10, 9.255950E+10, 9.428245E+10, 9.603448E+10, 9.781602E+10, 9.962752E+10, 1.014694E+11, 1.033422E+11, 1.052463E+11, 1.071822E+11, 1.091504E+11, 1.111513E+11, 1.131855E+11, 1.152535E+11, 1.173556E+11, 1.194926E+11, 1.216648E+11, 1.238728E+11, 1.261171E+11, 1.283983E+11, 1.307169E+11, 1.330734E+11, 1.354684E+11, 1.379025E+11, 1.403762E+11, 1.428902E+11, 1.454450E+11, 1.480411E+11, 1.506793E+11, 1.533601E+11, 1.560841E+11, 1.588519E+11, 1.616643E+11, 1.645217E+11, 1.674250E+11, 1.703746E+11, 1.733714E+11, 1.764160E+11, 1.795090E+11, 1.826511E+11, 1.858431E+11, 1.890857E+11, 1.923795E+11, 1.957253E+11, 1.991239E+11, 2.025759E+11, 2.060822E+11, 2.096435E+11, 2.132606E+11, ]) # ============================ M = 54, I = 2 ============================ #M = 54 #I = 2 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 1.165434E+02, 2.171779E+03, 5.617372E+03, 1.009780E+04, 1.546146E+04, 2.157454E+04, # 2.834514E+04, 3.571078E+04, 4.362707E+04, 5.206194E+04, 6.099299E+04, 7.040600E+04, # 8.029393E+04, 9.065605E+04, 1.014971E+05, 1.128269E+05, 1.246590E+05, 1.370113E+05, # 1.499049E+05, 1.633639E+05, 1.774154E+05, 1.920894E+05, 2.074180E+05, 2.234362E+05, # 2.401812E+05, 2.576925E+05, 2.760120E+05, 2.951838E+05, 3.152544E+05, 3.362725E+05, # 3.582893E+05, 3.813582E+05, 4.055350E+05, 4.308780E+05, 4.574482E+05, 4.853090E+05, # 5.145265E+05, 5.451697E+05, 5.773102E+05, 6.110227E+05, 6.463851E+05, 6.834780E+05, # 7.223858E+05, 7.631960E+05, 8.059995E+05, 8.508913E+05, 8.979697E+05, 9.473372E+05, # 9.991003E+05, 1.053370E+06, 1.110261E+06, 1.169893E+06, 1.232391E+06, 1.297884E+06, # 1.366506E+06, 1.438398E+06, 1.513704E+06, 1.592576E+06, 1.675169E+06, 1.761648E+06, # 1.852181E+06, 1.946943E+06, 2.046118E+06, 2.149895E+06, 2.258471E+06, 2.372050E+06, # 2.490844E+06, 2.615074E+06, 2.744967E+06, 2.880762E+06, 3.022703E+06, 3.171047E+06, # 3.326059E+06, 3.488012E+06, 3.657192E+06, 3.833894E+06, 4.018424E+06, 4.211101E+06, # 4.412252E+06, 4.622219E+06, 4.841356E+06, 5.070028E+06, 5.308615E+06, 5.557510E+06, # 5.817121E+06, 6.087867E+06, 6.370187E+06, 6.664531E+06, 6.971367E+06, 7.291180E+06, # 7.624471E+06, 7.971758E+06, 8.333577E+06, 8.710484E+06, 9.103052E+06, 9.511874E+06, # 9.937566E+06, 1.038076E+07, 1.084212E+07, 1.132231E+07, 1.182204E+07, 1.234204E+07, # 1.288305E+07, 1.344584E+07, 1.403123E+07, 1.464002E+07, 1.527308E+07, 1.593128E+07, # 1.661553E+07, 1.732678E+07, 1.806599E+07, 1.883416E+07, 1.963233E+07, 2.046156E+07, # 2.132294E+07, 2.221763E+07, 2.314677E+07, 2.411159E+07, 2.511333E+07, 2.615326E+07, # 2.723272E+07, 2.835308E+07, 2.951573E+07, 3.072212E+07, 3.197377E+07, 3.327220E+07, # 3.461900E+07, 3.601581E+07, 3.746432E+07, 3.896626E+07, 4.052342E+07, 4.213765E+07, # 4.381084E+07, 4.554494E+07, 4.734198E+07, 4.920401E+07, 5.113318E+07, 5.313167E+07, # 5.520175E+07, 5.734575E+07, 5.956604E+07, 6.186510E+07, 6.424547E+07, 6.670973E+07, # 6.926058E+07, 7.190076E+07, 7.463312E+07, 7.746057E+07, 8.038611E+07, 8.341281E+07, # 8.654385E+07, 8.978248E+07, 9.313205E+07, 9.659600E+07, 1.001779E+08, 1.038813E+08, # 1.077100E+08, 1.116678E+08, 1.157586E+08, 1.199866E+08, 1.243558E+08, 1.288706E+08, # 1.335352E+08, 1.383543E+08, 1.433324E+08, 1.484742E+08, 1.537848E+08, 1.592689E+08, # 1.649319E+08, 1.707789E+08, 1.768154E+08, 1.830468E+08, 1.894790E+08, 1.961177E+08, # 2.029689E+08, 2.100388E+08, 2.173336E+08, 2.248600E+08, 2.326243E+08, 2.406336E+08, # 2.488947E+08, 2.574148E+08, 2.662012E+08, 2.752615E+08, 2.846033E+08, 2.942346E+08, # 3.041634E+08, 3.143981E+08, 3.249471E+08, 3.358191E+08, 3.470231E+08, 3.585682E+08, # 3.704639E+08, 3.827196E+08, 3.953452E+08, 4.083509E+08, 4.217468E+08, 4.355436E+08, # 4.497521E+08, 4.643834E+08, 4.794488E+08, 4.949598E+08, 5.109286E+08, 5.273671E+08, # 5.442878E+08, 5.617035E+08, 5.796273E+08, 5.980725E+08, 6.170527E+08, 6.365820E+08, # 6.566747E+08, 6.773454E+08, 6.986091E+08, 7.204811E+08, 7.429772E+08, 7.661132E+08, # 7.899058E+08, 8.143715E+08, 8.395276E+08, 8.653917E+08, 8.919816E+08, 9.193158E+08, # 9.474129E+08, 9.762922E+08, 1.005973E+09, 1.036476E+09, 1.067821E+09, 1.100030E+09, # 1.133123E+09, 1.167122E+09, 1.202051E+09, 1.237931E+09, 1.274786E+09, 1.312640E+09, # 1.351517E+09, 1.391443E+09, 1.432442E+09, 1.474540E+09, 1.517765E+09, 1.562143E+09, # 1.607702E+09, 1.654470E+09, 1.702476E+09, 1.751750E+09, 1.802321E+09, 1.854220E+09, # 1.907480E+09, 1.962131E+09, 2.018207E+09, 2.075741E+09, 2.134766E+09, 2.195319E+09, # 2.257434E+09, 2.321147E+09, 2.386496E+09, 2.453519E+09, 2.522254E+09, 2.592739E+09, # 2.665016E+09, 2.739125E+09, 2.815109E+09, 2.893009E+09, 2.972869E+09, 3.054733E+09, # 3.138648E+09, 3.224658E+09, 3.312810E+09, 3.403154E+09, 3.495738E+09, 3.590611E+09, # 3.687825E+09, 3.787432E+09, 3.889484E+09, 3.994035E+09, 4.101141E+09, 4.210858E+09, # 4.323242E+09, 4.438352E+09, 4.556247E+09, 4.676989E+09, 4.800638E+09, 4.927258E+09, # 5.056913E+09, 5.189667E+09, 5.325589E+09, 5.464745E+09, 5.607205E+09, 5.753039E+09, # 5.902319E+09, 6.055118E+09, 6.211512E+09, 6.371574E+09, 6.535384E+09, 6.703019E+09, # 6.874561E+09, 7.050090E+09, 7.229690E+09, 7.413447E+09, 7.601445E+09, 7.793774E+09, # 7.990522E+09, 8.191782E+09, 8.397645E+09, 8.608207E+09, 8.823564E+09, 9.043813E+09, # 9.269056E+09, 9.499392E+09, 9.734926E+09, 9.975764E+09, 1.022201E+10, 1.047378E+10, # 1.073118E+10, 1.099432E+10, 1.126332E+10, 1.153829E+10, 1.181936E+10, 1.210665E+10, # 1.240028E+10, 1.270037E+10, 1.300706E+10, 1.332046E+10, 1.364073E+10, 1.396798E+10, # 1.430236E+10, 1.464401E+10, 1.499307E+10, 1.534967E+10, 1.571398E+10, 1.608614E+10, # 1.646629E+10, 1.685460E+10, 1.725122E+10, 1.765632E+10, 1.807004E+10, 1.849256E+10, # 1.892406E+10, 1.936468E+10, 1.981462E+10, 2.027405E+10, 2.074314E+10, 2.122209E+10, # 2.171107E+10, 2.221027E+10, 2.271989E+10, 2.324012E+10, 2.377116E+10, 2.431321E+10, # 2.486647E+10, 2.543116E+10, 2.600749E+10, 2.659566E+10, 2.719591E+10, 2.780844E+10, # 2.843350E+10, 2.907130E+10, 2.972208E+10, 3.038608E+10, 3.106353E+10, 3.175469E+10, # 3.245980E+10, 3.317912E+10, 3.391290E+10, 3.466139E+10, 3.542488E+10, 3.620362E+10, # 3.699789E+10, 3.780796E+10, 3.863413E+10, 3.947668E+10, 4.033589E+10, 4.121206E+10, # 4.210550E+10, 4.301651E+10, 4.394539E+10, 4.489247E+10, 4.585806E+10, 4.684250E+10, # 4.784609E+10, 4.886920E+10, 4.991214E+10, 5.097527E+10, 5.205894E+10, 5.316350E+10, # 5.428932E+10, 5.543676E+10, 5.660620E+10, 5.779801E+10, 5.901258E+10, 6.025029E+10, # 6.151155E+10, 6.279675E+10, 6.410630E+10, 6.544062E+10, 6.680012E+10, 6.818523E+10, # 6.959639E+10, 7.103404E+10, 7.249861E+10, 7.399057E+10, 7.551037E+10, 7.705848E+10, # 7.863536E+10, 8.024151E+10, 8.187741E+10, 8.354354E+10, 8.524042E+10, 8.696855E+10, # 8.872845E+10, 9.052064E+10, 9.234565E+10, 9.420403E+10, 9.609631E+10, 9.802306E+10, # 9.998484E+10, 1.019822E+11, 1.040158E+11, 1.060861E+11, 1.081938E+11, 1.103394E+11, # 1.125236E+11, 1.147470E+11, 1.170103E+11, 1.193140E+11, 1.216588E+11, 1.240455E+11, # 1.264745E+11, 1.289467E+11, 1.314627E+11, 1.340232E+11, 1.366289E+11, 1.392806E+11, # 1.419789E+11, 1.447246E+11, 1.475184E+11, 1.503611E+11, 1.532535E+11, 1.561963E+11, # 1.591903E+11, 1.622364E+11, 1.653353E+11, 1.684879E+11, 1.716949E+11, 1.749573E+11, # 1.782759E+11, 1.816515E+11, 1.850851E+11, 1.885775E+11, 1.921296E+11, 1.957424E+11, # 1.994168E+11, 2.031537E+11, 2.069541E+11, 2.108189E+11, 2.147491E+11, 2.187458E+11, # 2.228098E+11, 2.269423E+11, 2.311443E+11, 2.354168E+11, 2.397608E+11, 2.441776E+11, # 2.486681E+11, 2.532334E+11, 2.578747E+11, 2.625931E+11, 2.673897E+11, 2.722658E+11, # 2.772224E+11, 2.822609E+11, 2.873823E+11, 2.925880E+11, 2.978791E+11, 3.032570E+11, # 3.087228E+11, 3.142779E+11, 3.199236E+11, 3.256613E+11, 3.314922E+11, 3.374177E+11, # 3.434392E+11, 3.495581E+11, 3.557758E+11, 3.620938E+11, 3.685134E+11, 3.750362E+11, # 3.816636E+11, 3.883971E+11, 3.952384E+11, 4.021888E+11, 4.092500E+11, 4.164235E+11, # 4.237110E+11, 4.311141E+11, 4.386344E+11, 4.462735E+11, 4.540333E+11, 4.619153E+11, # 4.699213E+11, 4.780531E+11, 4.863124E+11, #]) # ============================ M = 55, I = 1 ============================ M = 55 I = 1 TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] TIPS_2021_ISOQ_HASH[(M,I)] = float64([ 5.845627E+01, 1.667025E+03, 4.693504E+03, 8.609801E+03, 1.324637E+04, 1.850516E+04, 2.432025E+04, 3.064452E+04, 3.744479E+04, 4.470036E+04, 5.240261E+04, 6.055436E+04, 6.916896E+04, 7.826912E+04, 8.788573E+04, 9.805669E+04, 1.088261E+05, 1.202434E+05, 1.323631E+05, 1.452442E+05, 1.589504E+05, 1.735492E+05, 1.891130E+05, 2.057181E+05, 2.234454E+05, 2.423806E+05, 2.626138E+05, 2.842404E+05, 3.073608E+05, 3.320810E+05, 3.585126E+05, 3.867731E+05, 4.169863E+05, 4.492827E+05, 4.837994E+05, 5.206808E+05, 5.600788E+05, 6.021530E+05, 6.470715E+05, 6.950106E+05, 7.461558E+05, 8.007016E+05, 8.588524E+05, 9.208227E+05, 9.868374E+05, 1.057132E+06, 1.131955E+06, 1.211564E+06, 1.296231E+06, 1.386241E+06, 1.481889E+06, 1.583488E+06, 1.691363E+06, 1.805854E+06, 1.927316E+06, 2.056120E+06, 2.192654E+06, 2.337323E+06, 2.490550E+06, 2.652773E+06, 2.824453E+06, 3.006069E+06, 3.198119E+06, 3.401123E+06, 3.615623E+06, 3.842180E+06, 4.081382E+06, 4.333839E+06, 4.600184E+06, 4.881077E+06, 5.177203E+06, 5.489274E+06, 5.818030E+06, 6.164238E+06, 6.528697E+06, 6.912232E+06, 7.315703E+06, 7.740000E+06, 8.186046E+06, 8.654798E+06, 9.147247E+06, 9.664422E+06, 1.020739E+07, 1.077724E+07, 1.137513E+07, 1.200224E+07, 1.265978E+07, 1.334902E+07, 1.407126E+07, 1.482787E+07, 1.562024E+07, 1.644981E+07, 1.731807E+07, 1.822658E+07, 1.917691E+07, 2.017072E+07, 2.120970E+07, 2.229561E+07, 2.343025E+07, 2.461550E+07, 2.585327E+07, 2.714555E+07, 2.849439E+07, 2.990190E+07, 3.137025E+07, 3.290169E+07, 3.449852E+07, 3.616312E+07, 3.789795E+07, 3.970552E+07, 4.158844E+07, 4.354937E+07, 4.559106E+07, 4.771636E+07, 4.992817E+07, 5.222949E+07, 5.462340E+07, 5.711306E+07, 5.970175E+07, 6.239280E+07, 6.518965E+07, 6.809586E+07, 7.111503E+07, 7.425092E+07, 7.750736E+07, 8.088828E+07, 8.439773E+07, 8.803986E+07, 9.181894E+07, 9.573932E+07, 9.980551E+07, 1.040221E+08, 1.083938E+08, 1.129256E+08, 1.176222E+08, 1.224890E+08, 1.275310E+08, 1.327536E+08, 1.381624E+08, 1.437629E+08, 1.495609E+08, 1.555624E+08, 1.617734E+08, 1.682002E+08, 1.748489E+08, 1.817263E+08, 1.888389E+08, 1.961935E+08, 2.037972E+08, 2.116572E+08, 2.197806E+08, 2.281751E+08, 2.368483E+08, 2.458080E+08, 2.550623E+08, 2.646194E+08, 2.744877E+08, 2.846757E+08, 2.951924E+08, 3.060465E+08, 3.172474E+08, 3.288044E+08, 3.407271E+08, 3.530254E+08, 3.657092E+08, 3.787888E+08, 3.922746E+08, 4.061775E+08, 4.205082E+08, 4.352780E+08, 4.504982E+08, 4.661805E+08, 4.823368E+08, 4.989793E+08, 5.161202E+08, 5.337723E+08, 5.519485E+08, 5.706619E+08, 5.899261E+08, 6.097547E+08, 6.301618E+08, 6.511617E+08, 6.727689E+08, 6.949983E+08, 7.178651E+08, 7.413848E+08, 7.655732E+08, 7.904464E+08, 8.160208E+08, 8.423132E+08, 8.693405E+08, 8.971203E+08, 9.256702E+08, 9.550084E+08, 9.851533E+08, 1.016124E+09, 1.047938E+09, 1.080618E+09, 1.114181E+09, 1.148648E+09, 1.184040E+09, 1.220378E+09, 1.257683E+09, 1.295978E+09, 1.335284E+09, 1.375623E+09, 1.417020E+09, 1.459497E+09, 1.503078E+09, 1.547788E+09, 1.593651E+09, 1.640693E+09, 1.688939E+09, 1.738415E+09, 1.789148E+09, 1.841164E+09, 1.894492E+09, 1.949160E+09, 2.005195E+09, 2.062627E+09, 2.121486E+09, 2.181800E+09, 2.243602E+09, 2.306921E+09, 2.371789E+09, 2.438239E+09, 2.506303E+09, 2.576014E+09, 2.647407E+09, 2.720514E+09, 2.795372E+09, 2.872016E+09, 2.950481E+09, 3.030805E+09, 3.113024E+09, 3.197177E+09, 3.283302E+09, 3.371438E+09, 3.461625E+09, 3.553903E+09, 3.648314E+09, 3.744898E+09, 3.843699E+09, 3.944760E+09, 4.048124E+09, 4.153835E+09, 4.261939E+09, 4.372482E+09, 4.485510E+09, 4.601071E+09, 4.719212E+09, 4.839982E+09, 4.963432E+09, 5.089610E+09, 5.218568E+09, 5.350359E+09, 5.485034E+09, 5.622647E+09, 5.763253E+09, 5.906906E+09, 6.053663E+09, 6.203579E+09, 6.356714E+09, 6.513124E+09, 6.672870E+09, 6.836011E+09, 7.002610E+09, 7.172727E+09, 7.346426E+09, 7.523770E+09, 7.704824E+09, 7.889655E+09, 8.078328E+09, 8.270911E+09, 8.467473E+09, 8.668083E+09, 8.872813E+09, 9.081732E+09, 9.294915E+09, 9.512435E+09, 9.734366E+09, 9.960785E+09, 1.019177E+10, 1.042739E+10, 1.066774E+10, 1.091288E+10, 1.116291E+10, 1.141790E+10, 1.167794E+10, 1.194311E+10, 1.221350E+10, 1.248920E+10, 1.277028E+10, 1.305685E+10, 1.334900E+10, 1.364680E+10, 1.395037E+10, 1.425978E+10, 1.457514E+10, 1.489655E+10, 1.522410E+10, 1.555789E+10, 1.589802E+10, 1.624460E+10, 1.659772E+10, 1.695749E+10, 1.732403E+10, 1.769742E+10, 1.807780E+10, 1.846525E+10, 1.885990E+10, 1.926187E+10, 1.967125E+10, 2.008818E+10, 2.051276E+10, 2.094512E+10, 2.138538E+10, 2.183365E+10, 2.229007E+10, 2.275476E+10, 2.322784E+10, 2.370944E+10, 2.419970E+10, 2.469874E+10, 2.520670E+10, 2.572371E+10, 2.624991E+10, 2.678544E+10, 2.733043E+10, 2.788504E+10, 2.844939E+10, 2.902365E+10, 2.960794E+10, 3.020244E+10, 3.080727E+10, 3.142261E+10, 3.204859E+10, 3.268538E+10, 3.333313E+10, 3.399201E+10, 3.466217E+10, 3.534378E+10, 3.603701E+10, 3.674202E+10, 3.745898E+10, 3.818806E+10, 3.892944E+10, 3.968330E+10, 4.044980E+10, 4.122914E+10, 4.202148E+10, 4.282702E+10, 4.364594E+10, 4.447844E+10, 4.532469E+10, 4.618489E+10, 4.705924E+10, 4.794794E+10, 4.885118E+10, 4.976916E+10, 5.070210E+10, 5.165018E+10, 5.261363E+10, 5.359265E+10, 5.458746E+10, 5.559828E+10, 5.662531E+10, 5.766878E+10, 5.872892E+10, 5.980594E+10, 6.090008E+10, 6.201157E+10, 6.314064E+10, 6.428752E+10, 6.545245E+10, 6.663568E+10, 6.783744E+10, 6.905799E+10, 7.029757E+10, 7.155642E+10, 7.283482E+10, 7.413301E+10, 7.545124E+10, 7.678980E+10, 7.814893E+10, 7.952890E+10, 8.093000E+10, 8.235249E+10, 8.379664E+10, 8.526274E+10, 8.675107E+10, 8.826192E+10, 8.979556E+10, 9.135230E+10, 9.293244E+10, 9.453625E+10, 9.616406E+10, 9.781615E+10, 9.949284E+10, 1.011944E+11, 1.029213E+11, 1.046736E+11, 1.064518E+11, 1.082562E+11, 1.100871E+11, 1.119449E+11, 1.138298E+11, 1.157422E+11, 1.176824E+11, 1.196509E+11, 1.216478E+11, 1.236737E+11, 1.257288E+11, 1.278135E+11, 1.299282E+11, 1.320731E+11, 1.342488E+11, 1.364555E+11, 1.386937E+11, 1.409637E+11, 1.432658E+11, 1.456006E+11, 1.479683E+11, 1.503694E+11, 1.528043E+11, 1.552734E+11, 1.577770E+11, 1.603156E+11, 1.628896E+11, 1.654994E+11, 1.681455E+11, 1.708282E+11, 1.735481E+11, 1.763054E+11, 1.791008E+11, 1.819345E+11, 1.848071E+11, 1.877190E+11, 1.906707E+11, 1.936626E+11, 1.966952E+11, 1.997690E+11, 2.028844E+11, 2.060419E+11, 2.092420E+11, 2.124851E+11, 2.157718E+11, 2.191026E+11, 2.224780E+11, 2.258984E+11, 2.293644E+11, 2.328765E+11, 2.364352E+11, 2.400411E+11, 2.436946E+11, 2.473963E+11, 2.511467E+11, 2.549465E+11, 2.587960E+11, 2.626959E+11, 2.666468E+11, 2.706492E+11, 2.747036E+11, 2.788107E+11, 2.829710E+11, 2.871852E+11, 2.914537E+11, 2.957772E+11, 3.001563E+11, 3.045916E+11, 3.090837E+11, 3.136332E+11, 3.182408E+11, 3.229070E+11, 3.276326E+11, 3.324180E+11, 3.372641E+11, 3.421714E+11, 3.471406E+11, 3.521724E+11, 3.572674E+11, 3.624263E+11, 3.676497E+11, 3.729384E+11, 3.782930E+11, 3.837143E+11, 3.892030E+11, 3.947597E+11, 4.003851E+11, 4.060800E+11, 4.118452E+11, 4.176813E+11, 4.235891E+11, 4.295693E+11, 4.356227E+11, 4.417501E+11, 4.479522E+11, 4.542297E+11, 4.605835E+11, 4.670144E+11, 4.735230E+11, ]) # ============================ M = 56, I = 1 ============================ #M = 56 #I = 1 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 1.640085E+01, 2.995820E+02, 7.723531E+02, 1.386065E+03, 2.120849E+03, 2.958902E+03, # 3.889100E+03, 4.906556E+03, 6.011409E+03, 7.207592E+03, 8.501785E+03, 9.902625E+03, # 1.142022E+04, 1.306585E+04, 1.485188E+04, 1.679172E+04, 1.889985E+04, 2.119191E+04, # 2.368480E+04, 2.639677E+04, 2.934758E+04, 3.255859E+04, 3.605292E+04, 3.985562E+04, # 4.399380E+04, 4.849681E+04, 5.339642E+04, 5.872701E+04, 6.452581E+04, 7.083304E+04, # 7.769223E+04, 8.515043E+04, 9.325845E+04, 1.020712E+05, 1.116480E+05, 1.220528E+05, # 1.333548E+05, 1.456282E+05, 1.589536E+05, 1.734175E+05, 1.891131E+05, 2.061411E+05, # 2.246095E+05, 2.446350E+05, 2.663429E+05, 2.898682E+05, 3.153558E+05, 3.429619E+05, # 3.728541E+05, 4.052125E+05, 4.402309E+05, 4.781170E+05, 5.190940E+05, 5.634015E+05, # 6.112965E+05, 6.630548E+05, 7.189721E+05, 7.793653E+05, 8.445742E+05, 9.149631E+05, # 9.909218E+05, 1.072868E+06, 1.161250E+06, 1.256544E+06, 1.359265E+06, 1.469959E+06, # 1.589214E+06, 1.717655E+06, 1.855952E+06, 2.004822E+06, 2.165030E+06, 2.337392E+06, # 2.522782E+06, 2.722130E+06, 2.936432E+06, 3.166747E+06, 3.414209E+06, 3.680024E+06, # 3.965479E+06, 4.271947E+06, 4.600890E+06, 4.953867E+06, 5.332538E+06, 5.738670E+06, # 6.174147E+06, 6.640972E+06, 7.141278E+06, 7.677334E+06, 8.251553E+06, 8.866504E+06, # 9.524915E+06, 1.022969E+07, 1.098391E+07, 1.179085E+07, 1.265400E+07, 1.357704E+07, # 1.456391E+07, 1.561878E+07, 1.674606E+07, 1.795046E+07, 1.923694E+07, 2.061079E+07, # 2.207761E+07, 2.364334E+07, 2.531428E+07, 2.709709E+07, 2.899884E+07, 3.102702E+07, # 3.318956E+07, 3.549485E+07, 3.795178E+07, 4.056976E+07, 4.335875E+07, 4.632929E+07, # 4.949250E+07, 5.286019E+07, 5.644481E+07, 6.025953E+07, 6.431828E+07, 6.863578E+07, # 7.322756E+07, 7.811006E+07, 8.330062E+07, 8.881755E+07, 9.468019E+07, 1.009090E+08, # 1.075254E+08, 1.145522E+08, 1.220134E+08, 1.299342E+08, 1.383414E+08, 1.472631E+08, # 1.567288E+08, 1.667699E+08, 1.774193E+08, 1.887116E+08, 2.006834E+08, 2.133733E+08, # 2.268217E+08, 2.410713E+08, 2.561671E+08, 2.721563E+08, 2.890887E+08, 3.070166E+08, # 3.259952E+08, 3.460824E+08, 3.673390E+08, 3.898291E+08, 4.136202E+08, 4.387829E+08, # 4.653916E+08, 4.935246E+08, 5.232638E+08, 5.546956E+08, 5.879106E+08, 6.230038E+08, # 6.600752E+08, 6.992295E+08, 7.405769E+08, 7.842327E+08, 8.303182E+08, 8.789605E+08, # 9.302928E+08, 9.844550E+08, 1.041594E+09, 1.101863E+09, 1.165423E+09, 1.232444E+09, # 1.303102E+09, 1.377583E+09, 1.456081E+09, 1.538800E+09, 1.625953E+09, 1.717763E+09, # 1.814464E+09, 1.916300E+09, 2.023529E+09, 2.136418E+09, 2.255247E+09, 2.380310E+09, # 2.511916E+09, 2.650383E+09, 2.796050E+09, 2.949266E+09, 3.110401E+09, 3.279837E+09, # 3.457976E+09, 3.645239E+09, 3.842064E+09, 4.048908E+09, 4.266252E+09, 4.494594E+09, # 4.734458E+09, 4.986390E+09, 5.250958E+09, 5.528758E+09, 5.820412E+09, 6.126567E+09, # 6.447900E+09, 6.785117E+09, 7.138955E+09, 7.510183E+09, 7.899602E+09, 8.308049E+09, # 8.736397E+09, 9.185554E+09, 9.656470E+09, 1.015013E+10, 1.066757E+10, 1.120987E+10, # 1.177813E+10, 1.237354E+10, 1.299730E+10, 1.365068E+10, 1.433500E+10, 1.505163E+10, # 1.580201E+10, 1.658763E+10, 1.741003E+10, 1.827084E+10, 1.917173E+10, 2.011446E+10, # 2.110084E+10, 2.213278E+10, 2.321224E+10, 2.434128E+10, 2.552204E+10, 2.675672E+10, # 2.804765E+10, 2.939722E+10, 3.080794E+10, 3.228239E+10, 3.382328E+10, 3.543342E+10, # 3.711572E+10, 3.887322E+10, 4.070906E+10, 4.262652E+10, 4.462899E+10, 4.672002E+10, # 4.890327E+10, 5.118256E+10, 5.356184E+10, 5.604522E+10, 5.863699E+10, 6.134155E+10, # 6.416353E+10, 6.710769E+10, 7.017899E+10, 7.338258E+10, 7.672380E+10, 8.020818E+10, # 8.384148E+10, 8.762966E+10, 9.157890E+10, 9.569562E+10, 9.998648E+10, 1.044584E+11, # 1.091185E+11, 1.139742E+11, 1.190332E+11, 1.243035E+11, 1.297933E+11, 1.355113E+11, # 1.414662E+11, 1.476674E+11, 1.541243E+11, 1.608468E+11, 1.678452E+11, 1.751300E+11, # 1.827122E+11, 1.906033E+11, 1.988149E+11, 2.073594E+11, 2.162492E+11, 2.254976E+11, # 2.351180E+11, 2.451245E+11, 2.555316E+11, 2.663542E+11, 2.776080E+11, 2.893090E+11, # 3.014739E+11, 3.141199E+11, 3.272648E+11, 3.409270E+11, 3.551256E+11, 3.698804E+11, # 3.852117E+11, 4.011406E+11, 4.176890E+11, 4.348794E+11, 4.527350E+11, 4.712802E+11, # 4.905396E+11, 5.105393E+11, 5.313056E+11, 5.528663E+11, 5.752497E+11, 5.984853E+11, # 6.226033E+11, 6.476352E+11, 6.736135E+11, 7.005715E+11, 7.285440E+11, 7.575666E+11, # 7.876762E+11, 8.189111E+11, 8.513105E+11, 8.849150E+11, 9.197668E+11, 9.559090E+11, # 9.933865E+11, 1.032245E+12, 1.072533E+12, 1.114300E+12, 1.157595E+12, 1.202472E+12, # 1.248984E+12, 1.297188E+12, 1.347140E+12, 1.398901E+12, 1.452532E+12, 1.508095E+12, # 1.565656E+12, 1.625283E+12, 1.687044E+12, 1.751012E+12, 1.817259E+12, 1.885862E+12, # 1.956900E+12, 2.030453E+12, 2.106605E+12, 2.185442E+12, 2.267051E+12, 2.351525E+12, # 2.438958E+12, 2.529446E+12, 2.623089E+12, 2.719991E+12, 2.820258E+12, 2.923999E+12, # 3.031326E+12, 3.142356E+12, 3.257208E+12, 3.376006E+12, 3.498876E+12, 3.625948E+12, # 3.757358E+12, 3.893245E+12, 4.033749E+12, 4.179020E+12, 4.329207E+12, 4.484466E+12, # 4.644959E+12, 4.810849E+12, 4.982308E+12, 5.159509E+12, 5.342633E+12, 5.531865E+12, # 5.727395E+12, 5.929421E+12, 6.138143E+12, 6.353770E+12, 6.576514E+12, 6.806597E+12, # 7.044245E+12, 7.289689E+12, 7.543170E+12, 7.804933E+12, 8.075232E+12, 8.354328E+12, # 8.642488E+12, 8.939987E+12, 9.247110E+12, 9.564146E+12, 9.891397E+12, 1.022917E+13, # 1.057778E+13, 1.093755E+13, 1.130882E+13, 1.169194E+13, 1.208725E+13, 1.249511E+13, # 1.291591E+13, 1.335003E+13, 1.379785E+13, 1.425979E+13, 1.473626E+13, 1.522769E+13, # 1.573451E+13, 1.625719E+13, 1.679618E+13, 1.735196E+13, 1.792502E+13, 1.851586E+13, # 1.912500E+13, 1.975296E+13, 2.040030E+13, 2.106757E+13, 2.175535E+13, 2.246422E+13, # 2.319479E+13, 2.394768E+13, 2.472354E+13, 2.552301E+13, 2.634677E+13, 2.719551E+13, # 2.806993E+13, 2.897077E+13, 2.989877E+13, 3.085470E+13, 3.183934E+13, 3.285350E+13, # 3.389801E+13, 3.497372E+13, 3.608150E+13, 3.722224E+13, 3.839686E+13, 3.960631E+13, # 4.085154E+13, 4.213356E+13, 4.345337E+13, 4.481202E+13, 4.621058E+13, 4.765015E+13, # 4.913184E+13, 5.065681E+13, 5.222626E+13, 5.384137E+13, 5.550342E+13, 5.721366E+13, # 5.897340E+13, 6.078399E+13, 6.264680E+13, 6.456324E+13, 6.653475E+13, 6.856281E+13, # 7.064895E+13, 7.279471E+13, 7.500169E+13, 7.727153E+13, 7.960590E+13, 8.200651E+13, # 8.447513E+13, 8.701355E+13, 8.962363E+13, 9.230725E+13, 9.506636E+13, 9.790293E+13, # 1.008190E+14, 1.038167E+14, 1.068981E+14, 1.100654E+14, 1.133208E+14, 1.166667E+14, # 1.201054E+14, 1.236393E+14, 1.272709E+14, 1.310027E+14, 1.348372E+14, 1.387772E+14, # 1.428254E+14, 1.469844E+14, 1.512572E+14, 1.556467E+14, 1.601558E+14, 1.647877E+14, # 1.695453E+14, 1.744320E+14, 1.794510E+14, 1.846056E+14, 1.898993E+14, 1.953356E+14, # 2.009181E+14, 2.066504E+14, 2.125364E+14, 2.185798E+14, 2.247846E+14, 2.311548E+14, # 2.376947E+14, 2.444083E+14, 2.513000E+14, 2.583743E+14, 2.656356E+14, 2.730886E+14, # 2.807380E+14, 2.885886E+14, 2.966455E+14, 3.049136E+14, 3.133982E+14, 3.221045E+14, # 3.310380E+14, 3.402042E+14, 3.496088E+14, 3.592576E+14, 3.691566E+14, 3.793116E+14, # 3.897291E+14, 4.004153E+14, 4.113768E+14, #]) # ============================ M = 57, I = 1 ============================ #M = 57 #I = 1 #TIPS_2021_ISOT_HASH[(M,I)] = TIPS_2021_ISOT[6] #TIPS_2021_ISOQ_HASH[(M,I)] = float64([ # 0.000000E+00, 2.387312E+00, 9.439835E+00, 1.825869E+01, 2.871728E+01, 4.069890E+01, # 5.406319E+01, 6.869271E+01, 8.449555E+01, 1.013997E+02, 1.193488E+02, 1.382996E+02, # 1.582205E+02, 1.790899E+02, 2.008949E+02, 2.236301E+02, 2.472961E+02, 2.718986E+02, # 2.974472E+02, 3.239546E+02, 3.514358E+02, 3.799080E+02, 4.093897E+02, 4.399006E+02, # 4.714617E+02, 5.040943E+02, 5.378208E+02, 5.726640E+02, 6.086474E+02, 6.457948E+02, # 6.841307E+02, 7.236799E+02, 7.644677E+02, 8.065197E+02, 8.498620E+02, 8.945212E+02, # 9.405242E+02, 9.878982E+02, 1.036671E+03, 1.086871E+03, 1.138525E+03, 1.191664E+03, # 1.246317E+03, 1.302513E+03, 1.360281E+03, 1.419654E+03, 1.480661E+03, 1.543335E+03, # 1.607706E+03, 1.673807E+03, 1.741671E+03, 1.811332E+03, 1.882822E+03, 1.956176E+03, # 2.031428E+03, 2.108615E+03, 2.187770E+03, 2.268932E+03, 2.352137E+03, 2.437421E+03, # 2.524823E+03, 2.614382E+03, 2.706136E+03, 2.800126E+03, 2.896391E+03, 2.994973E+03, # 3.095913E+03, 3.199253E+03, 3.305037E+03, 3.413307E+03, 3.524108E+03, 3.637484E+03, # 3.753482E+03, 3.872147E+03, 3.993526E+03, 4.117667E+03, 4.244617E+03, 4.374427E+03, # 4.507146E+03, 4.642823E+03, 4.781511E+03, 4.923261E+03, 5.068125E+03, 5.216158E+03, # 5.367413E+03, 5.521945E+03, 5.679810E+03, 5.841063E+03, 6.005763E+03, 6.173968E+03, # 6.345735E+03, 6.521125E+03, 6.700197E+03, 6.883014E+03, 7.069636E+03, 7.260127E+03, # 7.454550E+03, 7.652970E+03, 7.855452E+03, 8.062061E+03, 8.272866E+03, 8.487932E+03, # 8.707330E+03, 8.931128E+03, 9.159397E+03, 9.392208E+03, 9.629633E+03, 9.871745E+03, # 1.011862E+04, 1.037033E+04, 1.062694E+04, 1.088855E+04, 1.115522E+04, 1.142704E+04, # 1.170407E+04, 1.198641E+04, 1.227414E+04, 1.256732E+04, 1.286606E+04, 1.317043E+04, # 1.348052E+04, 1.379641E+04, 1.411819E+04, 1.444595E+04, 1.477977E+04, 1.511975E+04, # 1.546598E+04, 1.581855E+04, 1.617755E+04, 1.654307E+04, 1.691522E+04, 1.729408E+04, # 1.767975E+04, 1.807234E+04, 1.847193E+04, 1.887863E+04, 1.929255E+04, 1.971377E+04, # 2.014242E+04, 2.057858E+04, 2.102237E+04, 2.147389E+04, 2.193326E+04, 2.240057E+04, # 2.287594E+04, 2.335948E+04, 2.385130E+04, 2.435151E+04, 2.486024E+04, 2.537759E+04, # 2.590368E+04, 2.643863E+04, 2.698256E+04, 2.753558E+04, 2.809783E+04, 2.866942E+04, # 2.925048E+04, 2.984113E+04, 3.044150E+04, 3.105171E+04, 3.167190E+04, 3.230219E+04, # 3.294272E+04, 3.359361E+04, 3.425501E+04, 3.492705E+04, 3.560985E+04, 3.630358E+04, # 3.700835E+04, 3.772431E+04, 3.845160E+04, 3.919037E+04, 3.994076E+04, 4.070292E+04, # 4.147698E+04, 4.226311E+04, 4.306145E+04, 4.387215E+04, 4.469536E+04, 4.553125E+04, # 4.637995E+04, 4.724164E+04, 4.811646E+04, 4.900458E+04, 4.990616E+04, 5.082136E+04, # 5.175035E+04, 5.269329E+04, 5.365034E+04, 5.462168E+04, 5.560747E+04, 5.660790E+04, # 5.762312E+04, 5.865331E+04, 5.969865E+04, 6.075932E+04, 6.183550E+04, 6.292736E+04, # 6.403509E+04, 6.515887E+04, 6.629888E+04, 6.745532E+04, 6.862837E+04, 6.981822E+04, # 7.102507E+04, 7.224910E+04, 7.349051E+04, 7.474949E+04, 7.602625E+04, 7.732098E+04, # 7.863389E+04, 7.996518E+04, 8.131504E+04, 8.268370E+04, 8.407135E+04, 8.547821E+04, # 8.690448E+04, 8.835039E+04, 8.981613E+04, 9.130194E+04, 9.280803E+04, 9.433461E+04, # 9.588192E+04, 9.745017E+04, 9.903959E+04, 1.006504E+05, 1.022828E+05, 1.039371E+05, # 1.056135E+05, 1.073122E+05, 1.090335E+05, 1.107775E+05, 1.125446E+05, 1.143349E+05, # 1.161488E+05, 1.179864E+05, 1.198481E+05, 1.217340E+05, 1.236444E+05, 1.255796E+05, # 1.275397E+05, 1.295252E+05, 1.315362E+05, 1.335729E+05, 1.356358E+05, 1.377249E+05, # 1.398406E+05, 1.419832E+05, 1.441529E+05, 1.463499E+05, 1.485747E+05, 1.508273E+05, # 1.531082E+05, 1.554176E+05, 1.577558E+05, 1.601230E+05, 1.625195E+05, 1.649457E+05, # 1.674018E+05, 1.698882E+05, 1.724050E+05, 1.749526E+05, 1.775314E+05, 1.801415E+05, # 1.827833E+05, 1.854572E+05, 1.881633E+05, 1.909021E+05, 1.936738E+05, 1.964787E+05, # 1.993172E+05, 2.021895E+05, 2.050961E+05, 2.080371E+05, 2.110130E+05, 2.140240E+05, # 2.170706E+05, 2.201529E+05, 2.232714E+05, 2.264263E+05, 2.296181E+05, 2.328470E+05, # 2.361134E+05, 2.394176E+05, 2.427600E+05, 2.461409E+05, 2.495607E+05, 2.530197E+05, # 2.565183E+05, 2.600568E+05, 2.636356E+05, 2.672551E+05, 2.709155E+05, 2.746173E+05, # 2.783609E+05, 2.821465E+05, 2.859747E+05, 2.898457E+05, 2.937599E+05, 2.977177E+05, # 3.017195E+05, 3.057656E+05, 3.098566E+05, 3.139926E+05, 3.181742E+05, 3.224017E+05, # 3.266755E+05, 3.309960E+05, 3.353636E+05, 3.397787E+05, 3.442417E+05, 3.487531E+05, # 3.533131E+05, 3.579223E+05, 3.625811E+05, 3.672898E+05, 3.720488E+05, 3.768587E+05, # 3.817198E+05, 3.866325E+05, 3.915973E+05, 3.966146E+05, 4.016848E+05, 4.068084E+05, # 4.119858E+05, 4.172175E+05, 4.225038E+05, 4.278452E+05, 4.332422E+05, 4.386952E+05, # 4.442047E+05, 4.497712E+05, 4.553950E+05, 4.610766E+05, 4.668165E+05, 4.726152E+05, # 4.784731E+05, 4.843907E+05, 4.903685E+05, 4.964070E+05, 5.025065E+05, 5.086676E+05, # 5.148908E+05, 5.211766E+05, 5.275254E+05, 5.339377E+05, 5.404141E+05, 5.469549E+05, # 5.535608E+05, 5.602322E+05, 5.669696E+05, 5.737735E+05, 5.806444E+05, 5.875829E+05, # 5.945894E+05, 6.016644E+05, 6.088085E+05, 6.160222E+05, 6.233060E+05, 6.306605E+05, # 6.380861E+05, 6.455834E+05, 6.531529E+05, 6.607951E+05, 6.685107E+05, 6.763000E+05, # 6.841638E+05, 6.921024E+05, 7.001166E+05, 7.082067E+05, 7.163734E+05, 7.246172E+05, # 7.329387E+05, 7.413384E+05, 7.498170E+05, 7.583749E+05, 7.670127E+05, 7.757311E+05, # 7.845305E+05, 7.934115E+05, 8.023748E+05, 8.114210E+05, 8.205505E+05, 8.297640E+05, # 8.390621E+05, 8.484453E+05, 8.579143E+05, 8.674697E+05, 8.771120E+05, 8.868419E+05, # 8.966600E+05, 9.065668E+05, 9.165630E+05, 9.266492E+05, 9.368261E+05, 9.470942E+05, # 9.574541E+05, 9.679065E+05, 9.784520E+05, 9.890913E+05, 9.998249E+05, 1.010654E+06, # 1.021578E+06, 1.032598E+06, 1.043716E+06, 1.054931E+06, 1.066244E+06, 1.077656E+06, # 1.089168E+06, 1.100780E+06, 1.112493E+06, 1.124307E+06, 1.136223E+06, 1.148243E+06, # 1.160365E+06, 1.172592E+06, 1.184924E+06, 1.197362E+06, 1.209905E+06, 1.222556E+06, # 1.235314E+06, 1.248180E+06, 1.261156E+06, 1.274241E+06, 1.287436E+06, 1.300743E+06, # 1.314161E+06, 1.327692E+06, 1.341336E+06, 1.355094E+06, 1.368966E+06, 1.382954E+06, # 1.397058E+06, 1.411279E+06, 1.425617E+06, 1.440074E+06, 1.454649E+06, 1.469344E+06, # 1.484160E+06, 1.499097E+06, 1.514156E+06, 1.529337E+06, 1.544642E+06, 1.560071E+06, # 1.575625E+06, 1.591305E+06, 1.607111E+06, 1.623045E+06, 1.639106E+06, 1.655296E+06, # 1.671616E+06, 1.688066E+06, 1.704647E+06, 1.721360E+06, 1.738206E+06, 1.755185E+06, # 1.772298E+06, 1.789547E+06, 1.806931E+06, 1.824451E+06, 1.842110E+06, 1.859906E+06, # 1.877841E+06, 1.895917E+06, 1.914133E+06, 1.932490E+06, 1.950989E+06, 1.969632E+06, # 1.988419E+06, 2.007350E+06, 2.026427E+06, 2.045651E+06, 2.065021E+06, 2.084540E+06, # 2.104208E+06, 2.124025E+06, 2.143993E+06, 2.164113E+06, 2.184385E+06, 2.204810E+06, # 2.225389E+06, 2.246123E+06, 2.267013E+06, 2.288059E+06, 2.309263E+06, 2.330625E+06, # 2.352147E+06, 2.373828E+06, 2.395671E+06, 2.417676E+06, 2.439843E+06, 2.462174E+06, # 2.484670E+06, 2.507331E+06, 2.530158E+06, 2.553153E+06, 2.576316E+06, 2.599648E+06, # 2.623150E+06, 2.646823E+06, 2.670668E+06, #]) def BD_TIPS_2021_PYTHON(M,I,T): # get temperature grid TT = TIPS_2021_ISOT_HASH[(M,I)] Tmin = min(TT); Tmax = max(TT) # out of temperature range if TTmax: raise Exception('TIPS2021: T(%.1fK) must be between %.1fK and %.1fK.'%(T,Tmin,Tmax)) try: # get statistical weight for specified isotopologue #gi = TIPS_GSI_HASH[(M,I)] # Take from TIPS-2011? # interpolate partition sum for specified isotopologue Qt = AtoB(T,TT,TIPS_2021_ISOQ_HASH[(M,I)],len(TT)) except KeyError: raise Exception('TIPS2021: no data for M,I = %d,%d.' % (M,I)) return None,Qt # =========================/TIPS2021 PARTITION SUMS ========================= # ========================= TIPS2025 PARTITION SUMS ========================= # Gamache et al. (2025), JQSRT 345, 109568 (doi: 10.1016/j.jqsrt.2025.109568) # Data obtained from: https://zenodo.org/records/17191976 # =========================================================================== TIPS_2025_ISOT_HASH = {} TIPS_2025_ISOQ_HASH = {} TIPS_2025_ISOT = {} TIPS_2025_ISOT[0] = float64([ 1.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 170.0, 180.0, 190.0, 200.0, 210.0, 220.0, 230.0, 240.0, 250.0, 260.0, 270.0, 280.0, 290.0, 300.0, 310.0, 320.0, 330.0, 340.0, 350.0, 360.0, 370.0, 380.0, 390.0, 400.0, 410.0, 420.0, 430.0, 440.0, 450.0, 460.0, 470.0, 480.0, 490.0, 500.0, 510.0, 520.0, 530.0, 540.0, 550.0, 560.0, 570.0, 580.0, 590.0, 600.0, 610.0, 620.0, 630.0, 640.0, 650.0, 660.0, 670.0, 680.0, 690.0, 700.0, 710.0, 720.0, 730.0, 740.0, 750.0, 760.0, 770.0, 780.0, 790.0, 800.0, 810.0, 820.0, 830.0, 840.0, 850.0, 860.0, 870.0, 880.0, 890.0, 900.0, 910.0, 920.0, 930.0, 940.0, 950.0, 960.0, 970.0, 980.0, 990.0, 1000.0, ]) TIPS_2025_ISOT[1] = float64([ 1.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 170.0, 180.0, 190.0, 200.0, 210.0, 220.0, 230.0, 240.0, 250.0, 260.0, 270.0, 280.0, 290.0, 300.0, 310.0, 320.0, 330.0, 340.0, 350.0, 360.0, 370.0, 380.0, 390.0, 400.0, 410.0, 420.0, 430.0, 440.0, 450.0, 460.0, 470.0, 480.0, 490.0, 500.0, 510.0, 520.0, 530.0, 540.0, 550.0, 560.0, 570.0, 580.0, 590.0, 600.0, 610.0, 620.0, 630.0, 640.0, 650.0, 660.0, 670.0, 680.0, 690.0, 700.0, 710.0, 720.0, 730.0, 740.0, 750.0, 760.0, 770.0, 780.0, 790.0, 800.0, 810.0, 820.0, 830.0, 840.0, 850.0, 860.0, 870.0, 880.0, 890.0, 900.0, 910.0, 920.0, 930.0, 940.0, 950.0, 960.0, 970.0, 980.0, 990.0, 1000.0, 1010.0, 1020.0, 1030.0, 1040.0, 1050.0, 1060.0, 1070.0, 1080.0, 1090.0, 1100.0, 1110.0, 1120.0, 1130.0, 1140.0, 1150.0, 1160.0, 1170.0, 1180.0, 1190.0, 1200.0, 1210.0, 1220.0, 1230.0, 1240.0, 1250.0, 1260.0, 1270.0, 1280.0, 1290.0, 1300.0, 1310.0, 1320.0, 1330.0, 1340.0, 1350.0, 1360.0, 1370.0, 1380.0, 1390.0, 1400.0, 1410.0, 1420.0, 1430.0, 1440.0, 1450.0, 1460.0, 1470.0, 1480.0, 1490.0, 1500.0, 1510.0, 1520.0, 1530.0, 1540.0, 1550.0, 1560.0, 1570.0, 1580.0, 1590.0, 1600.0, ]) TIPS_2025_ISOT[2] = float64([ 1.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 170.0, 180.0, 190.0, 200.0, 210.0, 220.0, 230.0, 240.0, 250.0, 260.0, 270.0, 280.0, 290.0, 300.0, 310.0, 320.0, 330.0, 340.0, 350.0, 360.0, 370.0, 380.0, 390.0, 400.0, 410.0, 420.0, 430.0, 440.0, 450.0, 460.0, 470.0, 480.0, 490.0, 500.0, 510.0, 520.0, 530.0, 540.0, 550.0, 560.0, 570.0, 580.0, 590.0, 600.0, 610.0, 620.0, 630.0, 640.0, 650.0, 660.0, 670.0, 680.0, 690.0, 700.0, 710.0, 720.0, 730.0, 740.0, 750.0, 760.0, 770.0, 780.0, 790.0, 800.0, 810.0, 820.0, 830.0, 840.0, 850.0, 860.0, 870.0, 880.0, 890.0, 900.0, 910.0, 920.0, 930.0, 940.0, 950.0, 960.0, 970.0, 980.0, 990.0, 1000.0, 1010.0, 1020.0, 1030.0, 1040.0, 1050.0, 1060.0, 1070.0, 1080.0, 1090.0, 1100.0, 1110.0, 1120.0, 1130.0, 1140.0, 1150.0, 1160.0, 1170.0, 1180.0, 1190.0, 1200.0, 1210.0, 1220.0, 1230.0, 1240.0, 1250.0, 1260.0, 1270.0, 1280.0, 1290.0, 1300.0, 1310.0, 1320.0, 1330.0, 1340.0, 1350.0, 1360.0, 1370.0, 1380.0, 1390.0, 1400.0, 1410.0, 1420.0, 1430.0, 1440.0, 1450.0, 1460.0, 1470.0, 1480.0, 1490.0, 1500.0, 1510.0, 1520.0, 1530.0, 1540.0, 1550.0, 1560.0, 1570.0, 1580.0, 1590.0, 1600.0, 1610.0, 1620.0, 1630.0, 1640.0, 1650.0, 1660.0, 1670.0, 1680.0, 1690.0, 1700.0, 1710.0, 1720.0, 1730.0, 1740.0, 1750.0, 1760.0, 1770.0, 1780.0, 1790.0, 1800.0, 1810.0, 1820.0, 1830.0, 1840.0, 1850.0, 1860.0, 1870.0, 1880.0, 1890.0, 1900.0, 1910.0, 1920.0, 1930.0, 1940.0, 1950.0, 1960.0, 1970.0, 1980.0, 1990.0, 2000.0, 2010.0, ]) TIPS_2025_ISOT[3] = float64([ 1.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 170.0, 180.0, 190.0, 200.0, 210.0, 220.0, 230.0, 240.0, 250.0, 260.0, 270.0, 280.0, 290.0, 300.0, 310.0, 320.0, 330.0, 340.0, 350.0, 360.0, 370.0, 380.0, 390.0, 400.0, 410.0, 420.0, 430.0, 440.0, 450.0, 460.0, 470.0, 480.0, 490.0, 500.0, 510.0, 520.0, 530.0, 540.0, 550.0, 560.0, 570.0, 580.0, 590.0, 600.0, 610.0, 620.0, 630.0, 640.0, 650.0, 660.0, 670.0, 680.0, 690.0, 700.0, 710.0, 720.0, 730.0, 740.0, 750.0, 760.0, 770.0, 780.0, 790.0, 800.0, 810.0, 820.0, 830.0, 840.0, 850.0, 860.0, 870.0, 880.0, 890.0, 900.0, 910.0, 920.0, 930.0, 940.0, 950.0, 960.0, 970.0, 980.0, 990.0, 1000.0, 1010.0, 1020.0, 1030.0, 1040.0, 1050.0, 1060.0, 1070.0, 1080.0, 1090.0, 1100.0, 1110.0, 1120.0, 1130.0, 1140.0, 1150.0, 1160.0, 1170.0, 1180.0, 1190.0, 1200.0, 1210.0, 1220.0, 1230.0, 1240.0, 1250.0, 1260.0, 1270.0, 1280.0, 1290.0, 1300.0, 1310.0, 1320.0, 1330.0, 1340.0, 1350.0, 1360.0, 1370.0, 1380.0, 1390.0, 1400.0, 1410.0, 1420.0, 1430.0, 1440.0, 1450.0, 1460.0, 1470.0, 1480.0, 1490.0, 1500.0, 1510.0, 1520.0, 1530.0, 1540.0, 1550.0, 1560.0, 1570.0, 1580.0, 1590.0, 1600.0, 1610.0, 1620.0, 1630.0, 1640.0, 1650.0, 1660.0, 1670.0, 1680.0, 1690.0, 1700.0, 1710.0, 1720.0, 1730.0, 1740.0, 1750.0, 1760.0, 1770.0, 1780.0, 1790.0, 1800.0, 1810.0, 1820.0, 1830.0, 1840.0, 1850.0, 1860.0, 1870.0, 1880.0, 1890.0, 1900.0, 1910.0, 1920.0, 1930.0, 1940.0, 1950.0, 1960.0, 1970.0, 1980.0, 1990.0, 2000.0, 2010.0, 2020.0, 2030.0, 2040.0, 2050.0, 2060.0, 2070.0, 2080.0, 2090.0, 2100.0, 2110.0, 2120.0, 2130.0, 2140.0, 2150.0, 2160.0, 2170.0, 2180.0, 2190.0, 2200.0, 2210.0, 2220.0, 2230.0, 2240.0, 2250.0, 2260.0, 2270.0, 2280.0, 2290.0, 2300.0, 2310.0, 2320.0, 2330.0, 2340.0, 2350.0, 2360.0, 2370.0, 2380.0, 2390.0, 2400.0, 2410.0, 2420.0, 2430.0, 2440.0, 2450.0, 2460.0, 2470.0, 2480.0, 2490.0, 2500.0, ]) TIPS_2025_ISOT[4] = float64([ 1.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 170.0, 180.0, 190.0, 200.0, 210.0, 220.0, 230.0, 240.0, 250.0, 260.0, 270.0, 280.0, 290.0, 300.0, 310.0, 320.0, 330.0, 340.0, 350.0, 360.0, 370.0, 380.0, 390.0, 400.0, 410.0, 420.0, 430.0, 440.0, 450.0, 460.0, 470.0, 480.0, 490.0, 500.0, 510.0, 520.0, 530.0, 540.0, 550.0, 560.0, 570.0, 580.0, 590.0, 600.0, 610.0, 620.0, 630.0, 640.0, 650.0, 660.0, 670.0, 680.0, 690.0, 700.0, 710.0, 720.0, 730.0, 740.0, 750.0, 760.0, 770.0, 780.0, 790.0, 800.0, 810.0, 820.0, 830.0, 840.0, 850.0, 860.0, 870.0, 880.0, 890.0, 900.0, 910.0, 920.0, 930.0, 940.0, 950.0, 960.0, 970.0, 980.0, 990.0, 1000.0, 1010.0, 1020.0, 1030.0, 1040.0, 1050.0, 1060.0, 1070.0, 1080.0, 1090.0, 1100.0, 1110.0, 1120.0, 1130.0, 1140.0, 1150.0, 1160.0, 1170.0, 1180.0, 1190.0, 1200.0, 1210.0, 1220.0, 1230.0, 1240.0, 1250.0, 1260.0, 1270.0, 1280.0, 1290.0, 1300.0, 1310.0, 1320.0, 1330.0, 1340.0, 1350.0, 1360.0, 1370.0, 1380.0, 1390.0, 1400.0, 1410.0, 1420.0, 1430.0, 1440.0, 1450.0, 1460.0, 1470.0, 1480.0, 1490.0, 1500.0, 1510.0, 1520.0, 1530.0, 1540.0, 1550.0, 1560.0, 1570.0, 1580.0, 1590.0, 1600.0, 1610.0, 1620.0, 1630.0, 1640.0, 1650.0, 1660.0, 1670.0, 1680.0, 1690.0, 1700.0, 1710.0, 1720.0, 1730.0, 1740.0, 1750.0, 1760.0, 1770.0, 1780.0, 1790.0, 1800.0, 1810.0, 1820.0, 1830.0, 1840.0, 1850.0, 1860.0, 1870.0, 1880.0, 1890.0, 1900.0, 1910.0, 1920.0, 1930.0, 1940.0, 1950.0, 1960.0, 1970.0, 1980.0, 1990.0, 2000.0, 2010.0, 2020.0, 2030.0, 2040.0, 2050.0, 2060.0, 2070.0, 2080.0, 2090.0, 2100.0, 2110.0, 2120.0, 2130.0, 2140.0, 2150.0, 2160.0, 2170.0, 2180.0, 2190.0, 2200.0, 2210.0, 2220.0, 2230.0, 2240.0, 2250.0, 2260.0, 2270.0, 2280.0, 2290.0, 2300.0, 2310.0, 2320.0, 2330.0, 2340.0, 2350.0, 2360.0, 2370.0, 2380.0, 2390.0, 2400.0, 2410.0, 2420.0, 2430.0, 2440.0, 2450.0, 2460.0, 2470.0, 2480.0, 2490.0, 2500.0, 2510.0, 2520.0, 2530.0, 2540.0, 2550.0, 2560.0, 2570.0, 2580.0, 2590.0, 2600.0, 2610.0, 2620.0, 2630.0, 2640.0, 2650.0, 2660.0, 2670.0, 2680.0, 2690.0, 2700.0, 2710.0, 2720.0, 2730.0, 2740.0, 2750.0, 2760.0, 2770.0, 2780.0, 2790.0, 2800.0, 2810.0, 2820.0, 2830.0, 2840.0, 2850.0, 2860.0, 2870.0, 2880.0, 2890.0, 2900.0, 2910.0, 2920.0, 2930.0, 2940.0, 2950.0, 2960.0, 2970.0, 2980.0, 2990.0, 3000.0, 3010.0, 3020.0, 3030.0, 3040.0, 3050.0, 3060.0, 3070.0, 3080.0, 3090.0, 3100.0, 3110.0, 3120.0, 3130.0, 3140.0, 3150.0, 3160.0, 3170.0, 3180.0, 3190.0, 3200.0, 3210.0, 3220.0, 3230.0, 3240.0, 3250.0, 3260.0, 3270.0, 3280.0, 3290.0, 3300.0, 3310.0, 3320.0, 3330.0, 3340.0, 3350.0, 3360.0, 3370.0, 3380.0, 3390.0, 3400.0, 3410.0, 3420.0, 3430.0, 3440.0, 3450.0, 3460.0, ]) TIPS_2025_ISOT[5] = float64([ 1.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 170.0, 180.0, 190.0, 200.0, 210.0, 220.0, 230.0, 240.0, 250.0, 260.0, 270.0, 280.0, 290.0, 300.0, 310.0, 320.0, 330.0, 340.0, 350.0, 360.0, 370.0, 380.0, 390.0, 400.0, 410.0, 420.0, 430.0, 440.0, 450.0, 460.0, 470.0, 480.0, 490.0, 500.0, 510.0, 520.0, 530.0, 540.0, 550.0, 560.0, 570.0, 580.0, 590.0, 600.0, 610.0, 620.0, 630.0, 640.0, 650.0, 660.0, 670.0, 680.0, 690.0, 700.0, 710.0, 720.0, 730.0, 740.0, 750.0, 760.0, 770.0, 780.0, 790.0, 800.0, 810.0, 820.0, 830.0, 840.0, 850.0, 860.0, 870.0, 880.0, 890.0, 900.0, 910.0, 920.0, 930.0, 940.0, 950.0, 960.0, 970.0, 980.0, 990.0, 1000.0, 1010.0, 1020.0, 1030.0, 1040.0, 1050.0, 1060.0, 1070.0, 1080.0, 1090.0, 1100.0, 1110.0, 1120.0, 1130.0, 1140.0, 1150.0, 1160.0, 1170.0, 1180.0, 1190.0, 1200.0, 1210.0, 1220.0, 1230.0, 1240.0, 1250.0, 1260.0, 1270.0, 1280.0, 1290.0, 1300.0, 1310.0, 1320.0, 1330.0, 1340.0, 1350.0, 1360.0, 1370.0, 1380.0, 1390.0, 1400.0, 1410.0, 1420.0, 1430.0, 1440.0, 1450.0, 1460.0, 1470.0, 1480.0, 1490.0, 1500.0, 1510.0, 1520.0, 1530.0, 1540.0, 1550.0, 1560.0, 1570.0, 1580.0, 1590.0, 1600.0, 1610.0, 1620.0, 1630.0, 1640.0, 1650.0, 1660.0, 1670.0, 1680.0, 1690.0, 1700.0, 1710.0, 1720.0, 1730.0, 1740.0, 1750.0, 1760.0, 1770.0, 1780.0, 1790.0, 1800.0, 1810.0, 1820.0, 1830.0, 1840.0, 1850.0, 1860.0, 1870.0, 1880.0, 1890.0, 1900.0, 1910.0, 1920.0, 1930.0, 1940.0, 1950.0, 1960.0, 1970.0, 1980.0, 1990.0, 2000.0, 2010.0, 2020.0, 2030.0, 2040.0, 2050.0, 2060.0, 2070.0, 2080.0, 2090.0, 2100.0, 2110.0, 2120.0, 2130.0, 2140.0, 2150.0, 2160.0, 2170.0, 2180.0, 2190.0, 2200.0, 2210.0, 2220.0, 2230.0, 2240.0, 2250.0, 2260.0, 2270.0, 2280.0, 2290.0, 2300.0, 2310.0, 2320.0, 2330.0, 2340.0, 2350.0, 2360.0, 2370.0, 2380.0, 2390.0, 2400.0, 2410.0, 2420.0, 2430.0, 2440.0, 2450.0, 2460.0, 2470.0, 2480.0, 2490.0, 2500.0, 2510.0, 2520.0, 2530.0, 2540.0, 2550.0, 2560.0, 2570.0, 2580.0, 2590.0, 2600.0, 2610.0, 2620.0, 2630.0, 2640.0, 2650.0, 2660.0, 2670.0, 2680.0, 2690.0, 2700.0, 2710.0, 2720.0, 2730.0, 2740.0, 2750.0, 2760.0, 2770.0, 2780.0, 2790.0, 2800.0, 2810.0, 2820.0, 2830.0, 2840.0, 2850.0, 2860.0, 2870.0, 2880.0, 2890.0, 2900.0, 2910.0, 2920.0, 2930.0, 2940.0, 2950.0, 2960.0, 2970.0, 2980.0, 2990.0, 3000.0, 3010.0, 3020.0, 3030.0, 3040.0, 3050.0, 3060.0, 3070.0, 3080.0, 3090.0, 3100.0, 3110.0, 3120.0, 3130.0, 3140.0, 3150.0, 3160.0, 3170.0, 3180.0, 3190.0, 3200.0, 3210.0, 3220.0, 3230.0, 3240.0, 3250.0, 3260.0, 3270.0, 3280.0, 3290.0, 3300.0, 3310.0, 3320.0, 3330.0, 3340.0, 3350.0, 3360.0, 3370.0, 3380.0, 3390.0, 3400.0, 3410.0, 3420.0, 3430.0, 3440.0, 3450.0, 3460.0, 3470.0, 3480.0, 3490.0, 3500.0, ]) TIPS_2025_ISOT[6] = float64([ 1.0, 10.0, 20.0, 30.0, 40.0, 50.0, 60.0, 70.0, 80.0, 90.0, 100.0, 110.0, 120.0, 130.0, 140.0, 150.0, 160.0, 170.0, 180.0, 190.0, 200.0, 210.0, 220.0, 230.0, 240.0, 250.0, 260.0, 270.0, 280.0, 290.0, 300.0, 310.0, 320.0, 330.0, 340.0, 350.0, 360.0, 370.0, 380.0, 390.0, 400.0, 410.0, 420.0, 430.0, 440.0, 450.0, 460.0, 470.0, 480.0, 490.0, 500.0, 510.0, 520.0, 530.0, 540.0, 550.0, 560.0, 570.0, 580.0, 590.0, 600.0, 610.0, 620.0, 630.0, 640.0, 650.0, 660.0, 670.0, 680.0, 690.0, 700.0, 710.0, 720.0, 730.0, 740.0, 750.0, 760.0, 770.0, 780.0, 790.0, 800.0, 810.0, 820.0, 830.0, 840.0, 850.0, 860.0, 870.0, 880.0, 890.0, 900.0, 910.0, 920.0, 930.0, 940.0, 950.0, 960.0, 970.0, 980.0, 990.0, 1000.0, 1010.0, 1020.0, 1030.0, 1040.0, 1050.0, 1060.0, 1070.0, 1080.0, 1090.0, 1100.0, 1110.0, 1120.0, 1130.0, 1140.0, 1150.0, 1160.0, 1170.0, 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8690.0, 8700.0, 8710.0, 8720.0, 8730.0, 8740.0, 8750.0, 8760.0, 8770.0, 8780.0, 8790.0, 8800.0, 8810.0, 8820.0, 8830.0, 8840.0, 8850.0, 8860.0, 8870.0, 8880.0, 8890.0, 8900.0, 8910.0, 8920.0, 8930.0, 8940.0, 8950.0, 8960.0, 8970.0, 8980.0, 8990.0, 9000.0, ]) # =========================================================================== # ============================ M = 1, I = 1 ============================ M = 1 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.000000E+00, 1.328368E+00, 3.348917E+00, 6.191846E+00, 9.416966E+00, 1.296157E+01, 1.681863E+01, 2.097968E+01, 2.543183E+01, 3.016086E+01, 3.515314E+01, 4.039635E+01, 4.587954E+01, 5.159305E+01, 5.752828E+01, 6.367757E+01, 7.003402E+01, 7.659142E+01, 8.334410E+01, 9.028691E+01, 9.741517E+01, 1.047246E+02, 1.122112E+02, 1.198715E+02, 1.277022E+02, 1.357004E+02, 1.438634E+02, 1.521889E+02, 1.606748E+02, 1.693192E+02, 1.781207E+02, 1.870777E+02, 1.961892E+02, 2.054543E+02, 2.148722E+02, 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3.637296E+04, 3.668032E+04, 3.698971E+04, 3.730114E+04, 3.761462E+04, 3.793016E+04, 3.824777E+04, 3.856745E+04, 3.888921E+04, 3.921307E+04, 3.953903E+04, 3.986709E+04, 4.019727E+04, 4.052958E+04, 4.086403E+04, 4.120061E+04, 4.153935E+04, 4.188025E+04, 4.222332E+04, 4.256857E+04, 4.291600E+04, 4.326563E+04, 4.361746E+04, 4.397151E+04, 4.432777E+04, 4.468626E+04, 4.504699E+04, 4.540996E+04, 4.577519E+04, 4.614268E+04, 4.651244E+04, 4.688448E+04, 4.725880E+04, 4.763543E+04, 4.801435E+04, 4.839559E+04, 4.877915E+04, 4.916504E+04, 4.955326E+04, 4.994383E+04, 5.033676E+04, 5.073204E+04, 5.112970E+04, 5.152973E+04, 5.193215E+04, 5.233697E+04, 5.274419E+04, 5.315382E+04, 5.356587E+04, 5.398034E+04, 5.439725E+04, 5.481661E+04, 5.523841E+04, 5.566267E+04, 5.608940E+04, 5.651861E+04, 5.695030E+04, 5.738448E+04, 5.782116E+04, 5.826034E+04, 5.870204E+04, 5.914626E+04, 5.959302E+04, 6.004231E+04, 6.049414E+04, 6.094853E+04, 6.140548E+04, 6.186500E+04, 6.232709E+04, 6.279177E+04, 6.325904E+04, 6.372891E+04, 6.420138E+04, 6.467647E+04, 6.515418E+04, 6.563452E+04, 6.611750E+04, 6.660312E+04, 6.709139E+04, 6.758232E+04, 6.807592E+04, 6.857219E+04, 6.907114E+04, 6.957278E+04, 7.007711E+04, 7.058414E+04, 7.109389E+04, 7.160635E+04, 7.212153E+04, 7.263945E+04, 7.316010E+04, 7.368350E+04, 7.420965E+04, 7.473855E+04, 7.527022E+04, 7.580467E+04, 7.634189E+04, 7.688190E+04, 7.742471E+04, 7.797031E+04, 7.851871E+04, 7.906994E+04, 7.962398E+04, 8.018084E+04, 8.074054E+04, 8.130308E+04, 8.186846E+04, 8.243670E+04, 8.300780E+04, 8.358176E+04, 8.415859E+04, ]) # ============================ M = 1, I = 2 ============================ M = 1 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.000000E+00, 1.331921E+00, 3.372792E+00, 6.240439E+00, 9.492282E+00, 1.306630E+01, 1.695557E+01, 2.115150E+01, 2.564104E+01, 3.040984E+01, 3.544414E+01, 4.073151E+01, 4.626092E+01, 5.202260E+01, 5.800789E+01, 6.420906E+01, 7.061917E+01, 7.723193E+01, 8.404165E+01, 9.104312E+01, 9.823162E+01, 1.056028E+02, 1.131528E+02, 1.208779E+02, 1.287749E+02, 1.368409E+02, 1.450732E+02, 1.534694E+02, 1.620274E+02, 1.707455E+02, 1.796220E+02, 1.886555E+02, 1.978450E+02, 2.071895E+02, 2.166884E+02, 2.263409E+02, 2.361469E+02, 2.461060E+02, 2.562183E+02, 2.664838E+02, 2.769028E+02, 2.874755E+02, 2.982025E+02, 3.090842E+02, 3.201214E+02, 3.313147E+02, 3.426649E+02, 3.541730E+02, 3.658399E+02, 3.776666E+02, 3.896542E+02, 4.018038E+02, 4.141166E+02, 4.265938E+02, 4.392367E+02, 4.520467E+02, 4.650250E+02, 4.781732E+02, 4.914926E+02, 5.049847E+02, 5.186510E+02, 5.324931E+02, 5.465126E+02, 5.607110E+02, 5.750900E+02, 5.896514E+02, 6.043967E+02, 6.193278E+02, 6.344464E+02, 6.497543E+02, 6.652534E+02, 6.809454E+02, 6.968323E+02, 7.129161E+02, 7.291985E+02, 7.456816E+02, 7.623674E+02, 7.792580E+02, 7.963553E+02, 8.136614E+02, 8.311785E+02, 8.489087E+02, 8.668541E+02, 8.850168E+02, 9.033992E+02, 9.220035E+02, 9.408318E+02, 9.598864E+02, 9.791698E+02, 9.986842E+02, 1.018432E+03, 1.038415E+03, 1.058637E+03, 1.079099E+03, 1.099804E+03, 1.120754E+03, 1.141953E+03, 1.163401E+03, 1.185103E+03, 1.207061E+03, 1.229276E+03, 1.251752E+03, 1.274491E+03, 1.297496E+03, 1.320770E+03, 1.344315E+03, 1.368134E+03, 1.392229E+03, 1.416604E+03, 1.441261E+03, 1.466203E+03, 1.491432E+03, 1.516952E+03, 1.542765E+03, 1.568874E+03, 1.595282E+03, 1.621992E+03, 1.649007E+03, 1.676329E+03, 1.703962E+03, 1.731908E+03, 1.760171E+03, 1.788754E+03, 1.817658E+03, 1.846889E+03, 1.876447E+03, 1.906338E+03, 1.936562E+03, 1.967125E+03, 1.998028E+03, 2.029276E+03, 2.060870E+03, 2.092814E+03, 2.125112E+03, 2.157767E+03, 2.190781E+03, 2.224158E+03, 2.257901E+03, 2.292013E+03, 2.326498E+03, 2.361360E+03, 2.396600E+03, 2.432223E+03, 2.468232E+03, 2.504630E+03, 2.541420E+03, 2.578607E+03, 2.616193E+03, 2.654182E+03, 2.692577E+03, 2.731381E+03, 2.770599E+03, 2.810233E+03, 2.850287E+03, 2.890765E+03, 2.931670E+03, 2.973006E+03, 3.014776E+03, 3.056983E+03, 3.099632E+03, 3.142726E+03, 3.186269E+03, 3.230263E+03, 3.274714E+03, 3.319624E+03, 3.364997E+03, 3.410838E+03, 3.457149E+03, 3.503935E+03, 3.551198E+03, 3.598944E+03, 3.647176E+03, 3.695897E+03, 3.745111E+03, 3.794823E+03, 3.845036E+03, 3.895754E+03, 3.946981E+03, 3.998720E+03, 4.050977E+03, 4.103754E+03, 4.157056E+03, 4.210886E+03, 4.265249E+03, 4.320149E+03, 4.375590E+03, 4.431575E+03, 4.488109E+03, 4.545196E+03, 4.602840E+03, 4.661046E+03, 4.719817E+03, 4.779157E+03, 4.839071E+03, 4.899563E+03, 4.960637E+03, 5.022297E+03, 5.084548E+03, 5.147394E+03, 5.210839E+03, 5.274888E+03, 5.339544E+03, 5.404813E+03, 5.470698E+03, 5.537204E+03, 5.604336E+03, 5.672097E+03, 5.740493E+03, 5.809527E+03, 5.879204E+03, 5.949529E+03, 6.020507E+03, 6.092141E+03, 6.164436E+03, 6.237398E+03, 6.311030E+03, 6.385337E+03, 6.460323E+03, 6.535994E+03, 6.612355E+03, 6.689409E+03, 6.767161E+03, 6.845617E+03, 6.924781E+03, 7.004658E+03, 7.085252E+03, 7.166568E+03, 7.248612E+03, 7.331388E+03, 7.414901E+03, 7.499156E+03, 7.584157E+03, 7.669910E+03, 7.756420E+03, 7.843692E+03, 7.931730E+03, 8.020540E+03, 8.110127E+03, 8.200495E+03, 8.291650E+03, 8.383597E+03, 8.476341E+03, 8.569888E+03, 8.664242E+03, 8.759408E+03, 8.855392E+03, 8.952199E+03, 9.049834E+03, 9.148303E+03, 9.247610E+03, 9.347762E+03, 9.448762E+03, 9.550618E+03, 9.653334E+03, 9.756915E+03, 9.861367E+03, 9.966695E+03, 1.007291E+04, 1.018000E+04, 1.028799E+04, 1.039688E+04, 1.050667E+04, 1.061738E+04, 1.072899E+04, 1.084153E+04, 1.095499E+04, 1.106939E+04, 1.118472E+04, 1.130099E+04, 1.141822E+04, 1.153640E+04, 1.165554E+04, 1.177564E+04, 1.189672E+04, 1.201877E+04, 1.214181E+04, 1.226584E+04, 1.239086E+04, 1.251688E+04, 1.264392E+04, 1.277196E+04, 1.290102E+04, 1.303111E+04, 1.316223E+04, 1.329438E+04, 1.342758E+04, 1.356183E+04, 1.369713E+04, 1.383349E+04, 1.397092E+04, 1.410942E+04, 1.424901E+04, 1.438968E+04, 1.453144E+04, 1.467430E+04, 1.481826E+04, 1.496333E+04, 1.510953E+04, 1.525684E+04, 1.540528E+04, 1.555486E+04, 1.570559E+04, 1.585746E+04, 1.601049E+04, 1.616467E+04, 1.632003E+04, 1.647656E+04, 1.663427E+04, 1.679317E+04, 1.695326E+04, 1.711456E+04, 1.727706E+04, 1.744077E+04, 1.760571E+04, 1.777187E+04, 1.793927E+04, 1.810790E+04, 1.827779E+04, 1.844892E+04, 1.862132E+04, 1.879499E+04, 1.896993E+04, 1.914615E+04, 1.932365E+04, 1.950246E+04, 1.968256E+04, 1.986397E+04, 2.004670E+04, 2.023075E+04, 2.041612E+04, 2.060284E+04, 2.079090E+04, 2.098030E+04, 2.117106E+04, 2.136319E+04, 2.155669E+04, 2.175157E+04, 2.194783E+04, 2.214548E+04, 2.234453E+04, 2.254499E+04, 2.274687E+04, 2.295016E+04, 2.315488E+04, 2.336104E+04, 2.356864E+04, 2.377769E+04, 2.398819E+04, 2.420016E+04, 2.441360E+04, 2.462853E+04, 2.484493E+04, 2.506283E+04, 2.528223E+04, 2.550314E+04, 2.572557E+04, 2.594951E+04, 2.617499E+04, 2.640201E+04, 2.663057E+04, 2.686069E+04, 2.709236E+04, 2.732560E+04, 2.756042E+04, 2.779682E+04, 2.803481E+04, 2.827440E+04, 2.851560E+04, 2.875841E+04, 2.900284E+04, 2.924890E+04, 2.949660E+04, 2.974593E+04, 2.999692E+04, 3.024958E+04, 3.050389E+04, 3.075988E+04, 3.101756E+04, 3.127692E+04, 3.153799E+04, 3.180076E+04, 3.206524E+04, 3.233144E+04, 3.259938E+04, 3.286905E+04, 3.314046E+04, 3.341363E+04, 3.368856E+04, 3.396526E+04, 3.424373E+04, 3.452399E+04, 3.480604E+04, 3.508989E+04, 3.537555E+04, 3.566303E+04, 3.595233E+04, 3.624346E+04, 3.653644E+04, 3.683126E+04, 3.712794E+04, 3.742648E+04, 3.772689E+04, 3.802919E+04, 3.833337E+04, 3.863945E+04, 3.894743E+04, 3.925733E+04, 3.956915E+04, 3.988290E+04, 4.019858E+04, 4.051621E+04, 4.083579E+04, 4.115734E+04, 4.148085E+04, 4.180635E+04, 4.213383E+04, 4.246330E+04, 4.279477E+04, 4.312826E+04, 4.346377E+04, 4.380130E+04, 4.414087E+04, 4.448248E+04, 4.482614E+04, 4.517186E+04, 4.551966E+04, 4.586953E+04, 4.622148E+04, 4.657553E+04, 4.693168E+04, 4.728993E+04, 4.765031E+04, 4.801281E+04, 4.837745E+04, 4.874423E+04, 4.911317E+04, 4.948426E+04, 4.985752E+04, 5.023296E+04, 5.061058E+04, 5.099039E+04, 5.137241E+04, 5.175664E+04, 5.214308E+04, 5.253175E+04, 5.292266E+04, 5.331581E+04, 5.371121E+04, 5.410887E+04, 5.450880E+04, 5.491101E+04, 5.531550E+04, 5.572229E+04, 5.613138E+04, 5.654278E+04, 5.695649E+04, 5.737254E+04, 5.779092E+04, 5.821164E+04, 5.863472E+04, 5.906016E+04, 5.948797E+04, 5.991815E+04, 6.035073E+04, 6.078569E+04, 6.122306E+04, 6.166285E+04, 6.210505E+04, 6.254968E+04, 6.299674E+04, 6.344625E+04, 6.389822E+04, 6.435265E+04, 6.480954E+04, 6.526892E+04, 6.573078E+04, 6.619514E+04, 6.666201E+04, 6.713138E+04, 6.760328E+04, 6.807770E+04, 6.855467E+04, 6.903418E+04, 6.951624E+04, 7.000087E+04, 7.048807E+04, 7.097784E+04, 7.147021E+04, 7.196517E+04, 7.246274E+04, 7.296292E+04, 7.346572E+04, 7.397115E+04, 7.447922E+04, 7.498994E+04, 7.550331E+04, 7.601934E+04, 7.653805E+04, 7.705944E+04, 7.758351E+04, 7.811028E+04, ]) # ============================ M = 1, I = 3 ============================ M = 1 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 7.981411E+00, 2.016901E+01, 3.730490E+01, 5.674026E+01, 7.810103E+01, 1.013453E+02, 1.264221E+02, 1.532534E+02, 1.817534E+02, 2.118402E+02, 2.434392E+02, 2.764847E+02, 3.109182E+02, 3.466881E+02, 3.837481E+02, 4.220567E+02, 4.615763E+02, 5.022730E+02, 5.441156E+02, 5.870758E+02, 6.311279E+02, 6.762482E+02, 7.224151E+02, 7.696092E+02, 8.178129E+02, 8.670102E+02, 9.171870E+02, 9.683307E+02, 1.020430E+03, 1.073476E+03, 1.127460E+03, 1.182376E+03, 1.238217E+03, 1.294979E+03, 1.352659E+03, 1.411255E+03, 1.470765E+03, 1.531190E+03, 1.592528E+03, 1.654781E+03, 1.717952E+03, 1.782042E+03, 1.847055E+03, 1.912995E+03, 1.979864E+03, 2.047669E+03, 2.116414E+03, 2.186105E+03, 2.256747E+03, 2.328347E+03, 2.400911E+03, 2.474447E+03, 2.548960E+03, 2.624459E+03, 2.700952E+03, 2.778445E+03, 2.856949E+03, 2.936470E+03, 3.017017E+03, 3.098601E+03, 3.181228E+03, 3.264909E+03, 3.349653E+03, 3.435470E+03, 3.522370E+03, 3.610363E+03, 3.699458E+03, 3.789667E+03, 3.881001E+03, 3.973468E+03, 4.067082E+03, 4.161853E+03, 4.257792E+03, 4.354910E+03, 4.453221E+03, 4.552734E+03, 4.653463E+03, 4.755419E+03, 4.858615E+03, 4.963064E+03, 5.068777E+03, 5.175768E+03, 5.284050E+03, 5.393636E+03, 5.504539E+03, 5.616773E+03, 5.730351E+03, 5.845288E+03, 5.961596E+03, 6.079290E+03, 6.198384E+03, 6.318893E+03, 6.440830E+03, 6.564211E+03, 6.689050E+03, 6.815363E+03, 6.943163E+03, 7.072467E+03, 7.203289E+03, 7.335645E+03, 7.469550E+03, 7.605020E+03, 7.742071E+03, 7.880719E+03, 8.020980E+03, 8.162869E+03, 8.306403E+03, 8.451599E+03, 8.598472E+03, 8.747041E+03, 8.897320E+03, 9.049327E+03, 9.203079E+03, 9.358593E+03, 9.515887E+03, 9.674976E+03, 9.835880E+03, 9.998614E+03, 1.016320E+04, 1.032965E+04, 1.049798E+04, 1.066822E+04, 1.084037E+04, 1.101447E+04, 1.119052E+04, 1.136855E+04, 1.154857E+04, 1.173060E+04, 1.191466E+04, 1.210077E+04, 1.228895E+04, 1.247921E+04, 1.267158E+04, 1.286608E+04, 1.306272E+04, 1.326152E+04, 1.346251E+04, 1.366570E+04, 1.387111E+04, 1.407877E+04, 1.428868E+04, 1.450088E+04, 1.471538E+04, 1.493220E+04, 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3.807466E+04, 3.852234E+04, 3.897413E+04, 3.943005E+04, 3.989013E+04, 4.035440E+04, 4.082289E+04, 4.129563E+04, 4.177264E+04, 4.225395E+04, 4.273960E+04, 4.322961E+04, 4.372402E+04, 4.422285E+04, 4.472613E+04, 4.523389E+04, 4.574616E+04, 4.626297E+04, 4.678435E+04, 4.731034E+04, 4.784096E+04, 4.837624E+04, 4.891621E+04, 4.946090E+04, 5.001036E+04, 5.056459E+04, 5.112365E+04, 5.168755E+04, 5.225633E+04, 5.283002E+04, 5.340866E+04, 5.399227E+04, 5.458088E+04, 5.517454E+04, 5.577326E+04, 5.637708E+04, 5.698605E+04, 5.760017E+04, 5.821950E+04, 5.884406E+04, 5.947389E+04, 6.010901E+04, 6.074947E+04, 6.139529E+04, 6.204651E+04, 6.270316E+04, 6.336528E+04, 6.403289E+04, 6.470604E+04, 6.538476E+04, 6.606908E+04, 6.675903E+04, 6.745465E+04, 6.815598E+04, 6.886304E+04, 6.957588E+04, 7.029453E+04, 7.101902E+04, 7.174939E+04, 7.248567E+04, 7.322790E+04, 7.397612E+04, 7.473036E+04, 7.549065E+04, 7.625704E+04, 7.702955E+04, 7.780823E+04, 7.859311E+04, 7.938423E+04, 8.018162E+04, 8.098532E+04, 8.179536E+04, 8.261179E+04, 8.343465E+04, 8.426395E+04, 8.509976E+04, 8.594210E+04, 8.679100E+04, 8.764652E+04, 8.850868E+04, 8.937752E+04, 9.025309E+04, 9.113541E+04, 9.202454E+04, 9.292049E+04, 9.382333E+04, 9.473307E+04, 9.564977E+04, 9.657346E+04, 9.750418E+04, 9.844197E+04, 9.938687E+04, 1.003389E+05, 1.012981E+05, 1.022646E+05, 1.032383E+05, 1.042194E+05, 1.052078E+05, 1.062035E+05, 1.072067E+05, 1.082174E+05, 1.092355E+05, 1.102612E+05, 1.112945E+05, 1.123355E+05, 1.133841E+05, 1.144404E+05, 1.155044E+05, 1.165763E+05, 1.176560E+05, 1.187436E+05, 1.198391E+05, 1.209425E+05, 1.220540E+05, 1.231734E+05, 1.243010E+05, 1.254367E+05, 1.265806E+05, 1.277327E+05, 1.288931E+05, 1.300617E+05, 1.312387E+05, 1.324240E+05, 1.336178E+05, 1.348201E+05, 1.360309E+05, 1.372502E+05, 1.384781E+05, 1.397147E+05, 1.409599E+05, 1.422139E+05, 1.434767E+05, 1.447482E+05, 1.460287E+05, 1.473180E+05, 1.486163E+05, 1.499236E+05, 1.512399E+05, 1.525653E+05, 1.538998E+05, 1.552435E+05, 1.565965E+05, 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2.812371E+05, 2.833895E+05, 2.855546E+05, 2.877326E+05, 2.899234E+05, 2.921270E+05, 2.943437E+05, 2.965733E+05, 2.988160E+05, 3.010718E+05, 3.033408E+05, 3.056229E+05, 3.079183E+05, 3.102270E+05, 3.125490E+05, 3.148845E+05, 3.172334E+05, 3.195958E+05, 3.219718E+05, 3.243613E+05, 3.267646E+05, 3.291815E+05, 3.316122E+05, 3.340566E+05, 3.365150E+05, 3.389872E+05, 3.414734E+05, 3.439736E+05, 3.464879E+05, 3.490162E+05, 3.515588E+05, 3.541155E+05, 3.566865E+05, 3.592718E+05, 3.618715E+05, 3.644856E+05, 3.671141E+05, 3.697572E+05, 3.724148E+05, 3.750870E+05, 3.777739E+05, 3.804755E+05, 3.831919E+05, 3.859231E+05, 3.886692E+05, 3.914302E+05, 3.942061E+05, 3.969971E+05, 3.998031E+05, 4.026243E+05, 4.054606E+05, 4.083121E+05, 4.111789E+05, 4.140611E+05, 4.169586E+05, 4.198715E+05, 4.227999E+05, 4.257439E+05, 4.287034E+05, 4.316785E+05, 4.346693E+05, 4.376758E+05, 4.406981E+05, 4.437362E+05, 4.467902E+05, 4.498602E+05, 4.529461E+05, 4.560480E+05, 4.591660E+05, 4.623002E+05, 4.654505E+05, 4.686170E+05, ]) # ============================ M = 1, I = 4 ============================ M = 1 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 8.396181E+00, 1.766834E+01, 3.050885E+01, 4.570242E+01, 6.285972E+01, 8.177076E+01, 1.022866E+02, 1.242917E+02, 1.476933E+02, 1.724141E+02, 1.983889E+02, 2.255615E+02, 2.538827E+02, 2.833095E+02, 3.138033E+02, 3.453297E+02, 3.778578E+02, 4.113596E+02, 4.458099E+02, 4.811861E+02, 5.174678E+02, 5.546367E+02, 5.926767E+02, 6.315737E+02, 6.713151E+02, 7.118904E+02, 7.532906E+02, 7.955083E+02, 8.385375E+02, 8.823737E+02, 9.270135E+02, 9.724550E+02, 1.018697E+03, 1.065740E+03, 1.113584E+03, 1.162233E+03, 1.211687E+03, 1.261952E+03, 1.313030E+03, 1.364927E+03, 1.417648E+03, 1.471199E+03, 1.525587E+03, 1.580818E+03, 1.636899E+03, 1.693839E+03, 1.751645E+03, 1.810326E+03, 1.869890E+03, 1.930348E+03, 1.991707E+03, 2.053977E+03, 2.117169E+03, 2.181294E+03, 2.246360E+03, 2.312379E+03, 2.379363E+03, 2.447321E+03, 2.516266E+03, 2.586209E+03, 2.657162E+03, 2.729137E+03, 2.802146E+03, 2.876202E+03, 2.951317E+03, 3.027505E+03, 3.104777E+03, 3.183149E+03, 3.262632E+03, 3.343241E+03, 3.424990E+03, 3.507891E+03, 3.591961E+03, 3.677212E+03, 3.763660E+03, 3.851319E+03, 3.940204E+03, 4.030330E+03, 4.121712E+03, 4.214367E+03, 4.308308E+03, 4.403552E+03, 4.500115E+03, 4.598013E+03, 4.697262E+03, 4.797879E+03, 4.899880E+03, 5.003281E+03, 5.108100E+03, 5.214353E+03, 5.322058E+03, 5.431231E+03, 5.541892E+03, 5.654056E+03, 5.767742E+03, 5.882967E+03, 5.999751E+03, 6.118110E+03, 6.238064E+03, 6.359630E+03, 6.482828E+03, 6.607676E+03, 6.734194E+03, 6.862399E+03, 6.992312E+03, 7.123953E+03, 7.257339E+03, 7.392492E+03, 7.529430E+03, 7.668175E+03, 7.808745E+03, 7.951162E+03, 8.095445E+03, 8.241616E+03, 8.389695E+03, 8.539702E+03, 8.691659E+03, 8.845587E+03, 9.001507E+03, 9.159440E+03, 9.319409E+03, 9.481434E+03, 9.645538E+03, 9.811743E+03, 9.980070E+03, 1.015054E+04, 1.032318E+04, 1.049801E+04, 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2.686627E+05, 2.707361E+05, 2.728201E+05, 2.749147E+05, 2.770199E+05, 2.791358E+05, 2.812622E+05, 2.833994E+05, 2.855472E+05, 2.877056E+05, 2.898748E+05, 2.920546E+05, 2.942451E+05, 2.964464E+05, 2.986583E+05, 3.008811E+05, 3.031145E+05, 3.053587E+05, 3.076137E+05, 3.098794E+05, 3.121559E+05, 3.144432E+05, 3.167413E+05, 3.190502E+05, 3.213699E+05, 3.237005E+05, 3.260418E+05, 3.283940E+05, 3.307570E+05, 3.331309E+05, 3.355157E+05, 3.379113E+05, 3.403178E+05, 3.427351E+05, 3.451634E+05, 3.476025E+05, 3.500525E+05, 3.525134E+05, 3.549852E+05, 3.574679E+05, 3.599616E+05, 3.624661E+05, 3.649816E+05, 3.675080E+05, 3.700453E+05, 3.725936E+05, 3.751528E+05, 3.777229E+05, 3.803040E+05, 3.828960E+05, 3.854990E+05, 3.881129E+05, 3.907378E+05, 3.933736E+05, 3.960204E+05, 3.986781E+05, 4.013468E+05, 4.040265E+05, 4.067172E+05, 4.094188E+05, 4.121313E+05, 4.148549E+05, 4.175894E+05, 4.203348E+05, 4.230913E+05, 4.258587E+05, 4.286370E+05, 4.314264E+05, 4.342267E+05, 4.370380E+05, 4.398602E+05, 4.426934E+05, 4.455375E+05, 4.483927E+05, 4.512588E+05, 4.541358E+05, 4.570238E+05, 4.599227E+05, 4.628326E+05, 4.657535E+05, 4.686852E+05, 4.716280E+05, 4.745816E+05, 4.775462E+05, 4.805218E+05, 4.835082E+05, 4.865056E+05, 4.895139E+05, ]) # ============================ M = 1, I = 5 ============================ M = 1 I = 5 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 8.444962E+00, 1.786087E+01, 3.086810E+01, 4.625152E+01, 6.362260E+01, 8.276958E+01, 1.035416E+02, 1.258220E+02, 1.495164E+02, 1.745467E+02, 2.008469E+02, 2.283599E+02, 2.570363E+02, 2.868321E+02, 3.177084E+02, 3.496304E+02, 3.825667E+02, 4.164890E+02, 4.513718E+02, 4.871922E+02, 5.239295E+02, 5.615654E+02, 6.000834E+02, 6.394691E+02, 6.797102E+02, 7.207957E+02, 7.627168E+02, 8.054660E+02, 8.490373E+02, 8.934263E+02, 9.386298E+02, 9.846458E+02, 1.031474E+03, 1.079113E+03, 1.127567E+03, 1.176835E+03, 1.226923E+03, 1.277832E+03, 1.329569E+03, 1.382138E+03, 1.435545E+03, 1.489795E+03, 1.544898E+03, 1.600858E+03, 1.657685E+03, 1.715386E+03, 1.773970E+03, 1.833447E+03, 1.893824E+03, 1.955113E+03, 2.017322E+03, 2.080463E+03, 2.144545E+03, 2.209579E+03, 2.275577E+03, 2.342549E+03, 2.410508E+03, 2.479464E+03, 2.549430E+03, 2.620417E+03, 2.692439E+03, 2.765508E+03, 2.839636E+03, 2.914837E+03, 2.991124E+03, 3.068510E+03, 3.147008E+03, 3.226633E+03, 3.307397E+03, 3.389317E+03, 3.472405E+03, 3.556675E+03, 3.642144E+03, 3.728825E+03, 3.816733E+03, 3.905884E+03, 3.996293E+03, 4.087974E+03, 4.180945E+03, 4.275220E+03, 4.370816E+03, 4.467748E+03, 4.566033E+03, 4.665686E+03, 4.766726E+03, 4.869167E+03, 4.973028E+03, 5.078325E+03, 5.185074E+03, 5.293294E+03, 5.403002E+03, 5.514214E+03, 5.626950E+03, 5.741225E+03, 5.857060E+03, 5.974470E+03, 6.093475E+03, 6.214093E+03, 6.336342E+03, 6.460240E+03, 6.585808E+03, 6.713062E+03, 6.842022E+03, 6.972707E+03, 7.105136E+03, 7.239329E+03, 7.375305E+03, 7.513082E+03, 7.652682E+03, 7.794123E+03, 7.937425E+03, 8.082609E+03, 8.229694E+03, 8.378700E+03, 8.529648E+03, 8.682558E+03, 8.837450E+03, 8.994346E+03, 9.153265E+03, 9.314229E+03, 9.477258E+03, 9.642373E+03, 9.809596E+03, 9.978948E+03, 1.015045E+04, 1.032412E+04, 1.049999E+04, 1.067807E+04, 1.085838E+04, 1.104096E+04, 1.122581E+04, 1.141297E+04, 1.160244E+04, 1.179427E+04, 1.198846E+04, 1.218505E+04, 1.238404E+04, 1.258547E+04, 1.278936E+04, 1.299574E+04, 1.320461E+04, 1.341601E+04, 1.362996E+04, 1.384648E+04, 1.406560E+04, 1.428734E+04, 1.451172E+04, 1.473876E+04, 1.496850E+04, 1.520095E+04, 1.543613E+04, 1.567408E+04, 1.591481E+04, 1.615834E+04, 1.640471E+04, 1.665394E+04, 1.690604E+04, 1.716106E+04, 1.741900E+04, 1.767989E+04, 1.794376E+04, 1.821064E+04, 1.848054E+04, 1.875350E+04, 1.902953E+04, 1.930866E+04, 1.959092E+04, 1.987634E+04, 2.016493E+04, 2.045672E+04, 2.075175E+04, 2.105003E+04, 2.135158E+04, 2.165644E+04, 2.196463E+04, 2.227618E+04, 2.259111E+04, 2.290944E+04, 2.323122E+04, 2.355645E+04, 2.388516E+04, 2.421739E+04, 2.455316E+04, 2.489249E+04, 2.523542E+04, 2.558196E+04, 2.593215E+04, 2.628601E+04, 2.664357E+04, 2.700485E+04, 2.736989E+04, 2.773870E+04, 2.811132E+04, 2.848777E+04, 2.886808E+04, 2.925229E+04, 2.964040E+04, 3.003246E+04, 3.042849E+04, 3.082852E+04, 3.123257E+04, 3.164067E+04, 3.205286E+04, 3.246915E+04, 3.288958E+04, 3.331418E+04, 3.374297E+04, 3.417598E+04, 3.461324E+04, 3.505477E+04, 3.550062E+04, 3.595079E+04, 3.640533E+04, 3.686427E+04, 3.732762E+04, 3.779542E+04, 3.826770E+04, 3.874449E+04, 3.922581E+04, 3.971169E+04, 4.020217E+04, 4.069728E+04, 4.119703E+04, 4.170147E+04, 4.221062E+04, 4.272451E+04, 4.324317E+04, 4.376662E+04, 4.429491E+04, 4.482806E+04, 4.536609E+04, 4.590905E+04, 4.645695E+04, 4.700983E+04, 4.756772E+04, 4.813065E+04, 4.869865E+04, 4.927174E+04, 4.984997E+04, 5.043335E+04, 5.102193E+04, 5.161573E+04, 5.221478E+04, 5.281911E+04, 5.342875E+04, 5.404374E+04, 5.466410E+04, 5.528987E+04, 5.592107E+04, 5.655774E+04, 5.719991E+04, 5.784761E+04, 5.850087E+04, 5.915973E+04, 5.982420E+04, 6.049434E+04, 6.117016E+04, 6.185169E+04, 6.253898E+04, 6.323205E+04, 6.393093E+04, 6.463566E+04, 6.534626E+04, 6.606278E+04, 6.678523E+04, 6.751366E+04, 6.824809E+04, 6.898856E+04, 6.973510E+04, 7.048774E+04, 7.124651E+04, 7.201145E+04, 7.278259E+04, 7.355996E+04, 7.434360E+04, 7.513353E+04, 7.592980E+04, 7.673242E+04, 7.754144E+04, 7.835689E+04, 7.917879E+04, 8.000720E+04, 8.084212E+04, 8.168361E+04, 8.253170E+04, 8.338640E+04, 8.424777E+04, 8.511583E+04, 8.599062E+04, 8.687217E+04, 8.776051E+04, 8.865567E+04, 8.955770E+04, 9.046662E+04, 9.138247E+04, 9.230527E+04, 9.323508E+04, 9.417191E+04, 9.511581E+04, 9.606680E+04, 9.702492E+04, 9.799021E+04, 9.896270E+04, 9.994242E+04, 1.009294E+05, 1.019237E+05, 1.029253E+05, 1.039343E+05, 1.049507E+05, 1.059745E+05, 1.070058E+05, 1.080447E+05, 1.090910E+05, 1.101449E+05, 1.112065E+05, 1.122757E+05, 1.133526E+05, 1.144371E+05, 1.155295E+05, 1.166296E+05, 1.177375E+05, 1.188533E+05, 1.199770E+05, 1.211086E+05, 1.222482E+05, 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2.275112E+05, 2.293278E+05, 2.311549E+05, 2.329927E+05, 2.348411E+05, 2.367002E+05, 2.385701E+05, 2.404508E+05, 2.423422E+05, 2.442445E+05, 2.461576E+05, 2.480817E+05, 2.500168E+05, 2.519628E+05, 2.539198E+05, 2.558879E+05, 2.578670E+05, 2.598573E+05, 2.618588E+05, 2.638714E+05, 2.658953E+05, 2.679304E+05, 2.699768E+05, 2.720346E+05, 2.741037E+05, 2.761842E+05, 2.782762E+05, 2.803796E+05, 2.824946E+05, 2.846211E+05, 2.867591E+05, 2.889088E+05, 2.910701E+05, 2.932430E+05, 2.954277E+05, 2.976242E+05, 2.998324E+05, 3.020524E+05, 3.042843E+05, 3.065280E+05, 3.087837E+05, 3.110513E+05, 3.133309E+05, 3.156225E+05, 3.179261E+05, 3.202419E+05, 3.225697E+05, 3.249097E+05, 3.272619E+05, 3.296263E+05, 3.320030E+05, 3.343919E+05, 3.367931E+05, 3.392067E+05, 3.416327E+05, 3.440711E+05, 3.465219E+05, 3.489852E+05, 3.514610E+05, 3.539494E+05, 3.564503E+05, 3.589639E+05, 3.614901E+05, 3.640289E+05, 3.665805E+05, 3.691448E+05, 3.717219E+05, 3.743117E+05, 3.769144E+05, 3.795300E+05, 3.821584E+05, 3.847998E+05, 3.874541E+05, 3.901215E+05, 3.928018E+05, 3.954952E+05, 3.982017E+05, 4.009213E+05, 4.036540E+05, 4.063999E+05, 4.091590E+05, 4.119313E+05, 4.147170E+05, 4.175159E+05, 4.203281E+05, 4.231537E+05, 4.259926E+05, 4.288450E+05, 4.317109E+05, 4.345902E+05, 4.374830E+05, 4.403893E+05, 4.433092E+05, 4.462427E+05, 4.491898E+05, 4.521506E+05, 4.551251E+05, 4.581132E+05, 4.611151E+05, 4.641308E+05, 4.671602E+05, 4.702035E+05, 4.732607E+05, 4.763317E+05, ]) # ============================ M = 1, I = 6 ============================ M = 1 I = 6 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.600000E+01, 5.053061E+01, 1.066180E+02, 1.841883E+02, 2.759496E+02, 3.795688E+02, 4.937803E+02, 6.176846E+02, 7.505849E+02, 8.919194E+02, 1.041223E+03, 1.198101E+03, 1.362217E+03, 1.533276E+03, 1.711021E+03, 1.895221E+03, 2.085674E+03, 2.282197E+03, 2.484624E+03, 2.692809E+03, 2.906618E+03, 3.125931E+03, 3.350643E+03, 3.580657E+03, 3.815892E+03, 4.056273E+03, 4.301739E+03, 4.552238E+03, 4.807725E+03, 5.068165E+03, 5.333533E+03, 5.603810E+03, 5.878984E+03, 6.159049E+03, 6.444009E+03, 6.733869E+03, 7.028642E+03, 7.328346E+03, 7.633003E+03, 7.942640E+03, 8.257285E+03, 8.576975E+03, 8.901744E+03, 9.231635E+03, 9.566689E+03, 9.906953E+03, 1.025247E+04, 1.060330E+04, 1.095950E+04, 1.132110E+04, 1.168818E+04, 1.206079E+04, 1.243899E+04, 1.282285E+04, 1.321242E+04, 1.360777E+04, 1.400897E+04, 1.441608E+04, 1.482918E+04, 1.524834E+04, 1.567362E+04, 1.610510E+04, 1.654285E+04, 1.698695E+04, 1.743748E+04, 1.789451E+04, 1.835812E+04, 1.882840E+04, 1.930541E+04, 1.978925E+04, 2.028000E+04, 2.077774E+04, 2.128255E+04, 2.179452E+04, 2.231374E+04, 2.284030E+04, 2.337428E+04, 2.391578E+04, 2.446488E+04, 2.502167E+04, 2.558625E+04, 2.615872E+04, 2.673915E+04, 2.732766E+04, 2.792433E+04, 2.852926E+04, 2.914255E+04, 2.976430E+04, 3.039460E+04, 3.103356E+04, 3.168127E+04, 3.233783E+04, 3.300336E+04, 3.367794E+04, 3.436169E+04, 3.505470E+04, 3.575708E+04, 3.646894E+04, 3.719039E+04, 3.792152E+04, 3.866245E+04, 3.941328E+04, 4.017413E+04, 4.094510E+04, 4.172630E+04, 4.251785E+04, 4.331985E+04, 4.413242E+04, 4.495566E+04, 4.578970E+04, 4.663464E+04, 4.749060E+04, 4.835770E+04, 4.923604E+04, 5.012575E+04, 5.102695E+04, 5.193974E+04, 5.286426E+04, 5.380060E+04, 5.474891E+04, 5.570929E+04, 5.668186E+04, 5.766675E+04, 5.866407E+04, 5.967395E+04, 6.069651E+04, 6.173188E+04, 6.278017E+04, 6.384151E+04, 6.491602E+04, 6.600384E+04, 6.710507E+04, 6.821986E+04, 6.934833E+04, 7.049060E+04, 7.164679E+04, 7.281705E+04, 7.400150E+04, 7.520026E+04, 7.641347E+04, 7.764125E+04, 7.888374E+04, 8.014107E+04, 8.141336E+04, 8.270075E+04, 8.400338E+04, 8.532137E+04, 8.665486E+04, 8.800398E+04, 8.936887E+04, 9.074966E+04, 9.214649E+04, 9.355949E+04, 9.498879E+04, 9.643454E+04, 9.789687E+04, 9.937592E+04, 1.008718E+05, 1.023847E+05, 1.039148E+05, 1.054621E+05, 1.070268E+05, 1.086091E+05, 1.102091E+05, 1.118269E+05, 1.134626E+05, 1.151166E+05, 1.167887E+05, 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1.995806E+06, 2.009882E+06, 2.024030E+06, 2.038248E+06, 2.052537E+06, 2.066898E+06, 2.081330E+06, 2.095835E+06, 2.110411E+06, 2.125059E+06, 2.139779E+06, 2.154572E+06, 2.169437E+06, 2.184375E+06, 2.199386E+06, 2.214470E+06, 2.229628E+06, 2.244859E+06, 2.260163E+06, 2.275542E+06, 2.290994E+06, 2.306520E+06, 2.322121E+06, 2.337797E+06, 2.353547E+06, 2.369372E+06, 2.385272E+06, 2.401247E+06, 2.417297E+06, 2.433423E+06, 2.449625E+06, 2.465903E+06, 2.482256E+06, 2.498686E+06, 2.515192E+06, 2.531775E+06, 2.548434E+06, 2.565170E+06, 2.581983E+06, 2.598874E+06, 2.615841E+06, 2.632886E+06, 2.650009E+06, 2.667210E+06, 2.684488E+06, 2.701845E+06, 2.719280E+06, 2.736794E+06, 2.754386E+06, ]) # ============================ M = 1, I = 7 ============================ M = 1 I = 7 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 9.129254E+00, 2.020567E+01, 3.533604E+01, 5.328180E+01, 7.358066E+01, 9.597425E+01, 1.202824E+02, 1.463667E+02, 1.741156E+02, 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1.694718E+06, 1.706219E+06, 1.717779E+06, 1.729399E+06, 1.741078E+06, 1.752817E+06, 1.764616E+06, 1.776475E+06, 1.788394E+06, 1.800374E+06, 1.812414E+06, 1.824516E+06, 1.836678E+06, 1.848901E+06, 1.861186E+06, 1.873532E+06, 1.885940E+06, 1.898410E+06, 1.910942E+06, 1.923536E+06, 1.936192E+06, 1.948912E+06, 1.961693E+06, ]) # ============================ M = 1, I = 8 ============================ M = 1 I = 8 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 9.217475E+00, 2.048932E+01, 3.584814E+01, 5.406269E+01, 7.466595E+01, 9.739578E+01, 1.220692E+02, 1.485458E+02, 1.767123E+02, 2.064751E+02, 2.377548E+02, 2.704834E+02, 3.046016E+02, 3.400573E+02, 3.768046E+02, 4.148029E+02, 4.540164E+02, 4.944137E+02, 5.359674E+02, 5.786538E+02, 6.224530E+02, 6.673481E+02, 7.133255E+02, 7.603745E+02, 8.084870E+02, 8.576574E+02, 9.078824E+02, 9.591607E+02, 1.011493E+03, 1.064881E+03, 1.119329E+03, 1.174841E+03, 1.231425E+03, 1.289086E+03, 1.347835E+03, 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1.271185E+06, 1.280482E+06, 1.289832E+06, 1.299234E+06, 1.308690E+06, 1.318199E+06, 1.327761E+06, 1.337376E+06, 1.347046E+06, 1.356769E+06, 1.366547E+06, 1.376379E+06, 1.386265E+06, 1.396206E+06, 1.406202E+06, 1.416253E+06, 1.426360E+06, 1.436521E+06, 1.446739E+06, 1.457012E+06, 1.467341E+06, 1.477727E+06, 1.488169E+06, 1.498667E+06, 1.509222E+06, 1.519835E+06, 1.530504E+06, 1.541231E+06, 1.552015E+06, 1.562857E+06, 1.573756E+06, 1.584714E+06, 1.595730E+06, 1.606805E+06, 1.617938E+06, 1.629130E+06, 1.640381E+06, 1.651692E+06, 1.663061E+06, 1.674490E+06, 1.685979E+06, 1.697528E+06, 1.709137E+06, 1.720806E+06, 1.732536E+06, 1.744327E+06, 1.756178E+06, 1.768090E+06, 1.780064E+06, 1.792099E+06, 1.804196E+06, 1.816354E+06, 1.828574E+06, 1.840856E+06, 1.853201E+06, 1.865608E+06, 1.878078E+06, 1.890611E+06, 1.903207E+06, 1.915866E+06, 1.928589E+06, 1.941375E+06, 1.954224E+06, 1.967138E+06, 1.980116E+06, 1.993158E+06, 2.006265E+06, 2.019436E+06, ]) # ============================ M = 1, I = 9 ============================ M = 1 I = 9 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.600000E+01, 5.505367E+01, 1.221318E+02, 2.136368E+02, 3.221609E+02, 4.449154E+02, 5.803385E+02, 7.273403E+02, 8.850837E+02, 1.052895E+03, 1.230215E+03, 1.416573E+03, 1.611562E+03, 1.814830E+03, 2.026066E+03, 2.244996E+03, 2.471378E+03, 2.705000E+03, 2.945673E+03, 3.193233E+03, 3.447540E+03, 3.708473E+03, 3.975932E+03, 4.249834E+03, 4.530115E+03, 4.816725E+03, 5.109632E+03, 5.408812E+03, 5.714259E+03, 6.025973E+03, 6.343968E+03, 6.668264E+03, 6.998891E+03, 7.335884E+03, 7.679287E+03, 8.029149E+03, 8.385522E+03, 8.748466E+03, 9.118044E+03, 9.494321E+03, 9.877370E+03, 1.026726E+04, 1.066408E+04, 1.106789E+04, 1.147879E+04, 1.189686E+04, 1.232219E+04, 1.275486E+04, 1.319498E+04, 1.364264E+04, 1.409792E+04, 1.456095E+04, 1.503181E+04, 1.551061E+04, 1.599747E+04, 1.649248E+04, 1.699577E+04, 1.750744E+04, 1.802761E+04, 1.855640E+04, 1.909393E+04, 1.964032E+04, 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9.055088E+06, 9.118523E+06, 9.182298E+06, 9.246414E+06, 9.310872E+06, 9.375674E+06, 9.440820E+06, 9.506312E+06, 9.572150E+06, 9.638337E+06, 9.704872E+06, 9.771758E+06, 9.838994E+06, 9.906583E+06, 9.974526E+06, 1.004282E+07, 1.011147E+07, 1.018048E+07, 1.024985E+07, 1.031958E+07, 1.038966E+07, 1.046011E+07, 1.053092E+07, 1.060209E+07, 1.067362E+07, 1.074552E+07, 1.081779E+07, 1.089042E+07, 1.096343E+07, 1.103680E+07, 1.111054E+07, 1.118466E+07, 1.125915E+07, 1.133401E+07, 1.140925E+07, 1.148486E+07, 1.156085E+07, 1.163722E+07, 1.171397E+07, 1.179110E+07, 1.186861E+07, 1.194650E+07, ]) # ============================ M = 2, I = 1 ============================ M = 2 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.172303E+00, 9.074332E+00, 1.797937E+01, 2.688526E+01, 3.579153E+01, 4.469808E+01, 5.360489E+01, 6.251204E+01, 7.142003E+01, 8.033035E+01, 8.924632E+01, 9.817381E+01, 1.071217E+02, 1.161018E+02, 1.251286E+02, 1.342190E+02, 1.433913E+02, 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1.145020E+05, 1.160103E+05, 1.175343E+05, 1.190741E+05, 1.206298E+05, 1.222016E+05, 1.237896E+05, 1.253938E+05, 1.270144E+05, 1.286516E+05, 1.303054E+05, 1.319759E+05, 1.336633E+05, 1.353677E+05, 1.370892E+05, 1.388280E+05, 1.405841E+05, 1.423576E+05, 1.441488E+05, 1.459577E+05, 1.477844E+05, 1.496291E+05, 1.514919E+05, 1.533728E+05, 1.552721E+05, 1.571899E+05, 1.591262E+05, 1.610813E+05, 1.630551E+05, 1.650479E+05, 1.670598E+05, 1.690909E+05, 1.711413E+05, 1.732111E+05, 1.753006E+05, 1.774097E+05, 1.795386E+05, 1.816876E+05, 1.838566E+05, 1.860458E+05, 1.882553E+05, 1.904854E+05, 1.927360E+05, 1.950073E+05, 1.972995E+05, 1.996127E+05, 2.019469E+05, 2.043025E+05, 2.066794E+05, 2.090777E+05, 2.114977E+05, 2.139395E+05, 2.164032E+05, 2.188888E+05, 2.213967E+05, 2.239268E+05, 2.264793E+05, 2.290543E+05, 2.316521E+05, 2.342726E+05, 2.369161E+05, 2.395826E+05, 2.422723E+05, 2.449854E+05, 2.477219E+05, 2.504820E+05, 2.532659E+05, 2.560736E+05, 2.589053E+05, 2.617611E+05, 2.646412E+05, 2.675456E+05, 2.704746E+05, 2.734283E+05, 2.764067E+05, 2.794101E+05, 2.824385E+05, 2.854921E+05, 2.885710E+05, 2.916754E+05, 2.948053E+05, 2.979610E+05, 3.011425E+05, 3.043500E+05, 3.075837E+05, 3.108436E+05, 3.141299E+05, 3.174427E+05, 3.207821E+05, 3.241483E+05, 3.275415E+05, 3.309617E+05, 3.344091E+05, 3.378839E+05, 3.413860E+05, 3.449158E+05, 3.484733E+05, 3.520586E+05, 3.556719E+05, 3.593134E+05, 3.629830E+05, 3.666811E+05, 3.704077E+05, 3.741630E+05, 3.779470E+05, 3.817599E+05, 3.856019E+05, 3.894730E+05, 3.933735E+05, 3.973034E+05, 4.012629E+05, 4.052521E+05, 4.092711E+05, 4.133201E+05, 4.173992E+05, 4.215085E+05, 4.256482E+05, 4.298184E+05, 4.340192E+05, 4.382508E+05, 4.425132E+05, 4.468067E+05, 4.511312E+05, 4.554871E+05, 4.598744E+05, 4.642932E+05, 4.687436E+05, 4.732259E+05, 4.777401E+05, 4.822863E+05, 4.868647E+05, 4.914754E+05, 4.961185E+05, 5.007942E+05, 5.055025E+05, 5.102437E+05, 5.150178E+05, 5.198250E+05, 5.246654E+05, 5.295390E+05, 5.344462E+05, 5.393869E+05, 5.443612E+05, 5.493694E+05, 5.544116E+05, 5.594878E+05, 5.645982E+05, 5.697429E+05, 5.749220E+05, 5.801357E+05, 5.853841E+05, 5.906673E+05, 5.959854E+05, 6.013386E+05, 6.067269E+05, 6.121505E+05, 6.176095E+05, 6.231041E+05, 6.286343E+05, 6.342002E+05, 6.398021E+05, 6.454399E+05, 6.511139E+05, 6.568242E+05, 6.625707E+05, 6.683538E+05, 6.741735E+05, 6.800298E+05, 6.859230E+05, 6.918531E+05, 6.978203E+05, 7.038247E+05, 7.098663E+05, 7.159454E+05, 7.220619E+05, 7.282161E+05, 7.344080E+05, 7.406378E+05, 7.469055E+05, 7.532113E+05, 7.595553E+05, 7.659376E+05, 7.723583E+05, 7.788175E+05, 7.853154E+05, 7.918520E+05, 7.984274E+05, 8.050417E+05, 8.116951E+05, 8.183877E+05, 8.251196E+05, 8.318908E+05, 8.387015E+05, 8.455518E+05, 8.524418E+05, 8.593716E+05, 8.663413E+05, 8.733510E+05, 8.804007E+05, 8.874907E+05, ]) # ============================ M = 2, I = 2 ============================ M = 2 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.344552E+00, 1.814785E+01, 3.595711E+01, 5.376807E+01, 7.157979E+01, 8.939206E+01, 1.072049E+02, 1.250185E+02, 1.428342E+02, 1.606559E+02, 1.784919E+02, 1.963563E+02, 2.142698E+02, 2.322595E+02, 2.503580E+02, 2.686023E+02, 2.870320E+02, 3.056886E+02, 3.246142E+02, 3.438506E+02, 3.634387E+02, 3.834185E+02, 4.038285E+02, 4.247056E+02, 4.460856E+02, 4.680026E+02, 4.904895E+02, 5.135783E+02, 5.372997E+02, 5.616836E+02, 5.867591E+02, 6.125548E+02, 6.390987E+02, 6.664183E+02, 6.945410E+02, 7.234938E+02, 7.533037E+02, 7.839975E+02, 8.156019E+02, 8.481440E+02, 8.816505E+02, 9.161486E+02, 9.516655E+02, 9.882288E+02, 1.025866E+03, 1.064605E+03, 1.104475E+03, 1.145503E+03, 1.187719E+03, 1.231153E+03, 1.275832E+03, 1.321789E+03, 1.369053E+03, 1.417655E+03, 1.467627E+03, 1.519000E+03, 1.571806E+03, 1.626078E+03, 1.681849E+03, 1.739154E+03, 1.798025E+03, 1.858497E+03, 1.920607E+03, 1.984388E+03, 2.049878E+03, 2.117113E+03, 2.186130E+03, 2.256967E+03, 2.329662E+03, 2.404254E+03, 2.480782E+03, 2.559287E+03, 2.639808E+03, 2.722386E+03, 2.807064E+03, 2.893883E+03, 2.982887E+03, 3.074118E+03, 3.167620E+03, 3.263438E+03, 3.361617E+03, 3.462203E+03, 3.565242E+03, 3.670780E+03, 3.778866E+03, 3.889548E+03, 4.002875E+03, 4.118895E+03, 4.237659E+03, 4.359218E+03, 4.483623E+03, 4.610925E+03, 4.741179E+03, 4.874436E+03, 5.010751E+03, 5.150179E+03, 5.292774E+03, 5.438593E+03, 5.587692E+03, 5.740130E+03, 5.895962E+03, 6.055250E+03, 6.218051E+03, 6.384426E+03, 6.554435E+03, 6.728141E+03, 6.905605E+03, 7.086891E+03, 7.272062E+03, 7.461182E+03, 7.654316E+03, 7.851531E+03, 8.052893E+03, 8.258469E+03, 8.468328E+03, 8.682537E+03, 8.901167E+03, 9.124289E+03, 9.351972E+03, 9.584289E+03, 9.821313E+03, 1.006312E+04, 1.030978E+04, 1.056136E+04, 1.081795E+04, 1.107963E+04, 1.134646E+04, 1.161853E+04, 1.189591E+04, 1.217869E+04, 1.246695E+04, 1.276076E+04, 1.306021E+04, 1.336539E+04, 1.367637E+04, 1.399324E+04, 1.431609E+04, 1.464500E+04, 1.498006E+04, 1.532136E+04, 1.566898E+04, 1.602302E+04, 1.638357E+04, 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6.640092E+04, 6.754231E+04, 6.869949E+04, 6.987260E+04, 7.106181E+04, 7.226730E+04, 7.348921E+04, 7.472773E+04, 7.598302E+04, 7.725524E+04, 7.854457E+04, 7.985117E+04, 8.117523E+04, 8.251690E+04, 8.387638E+04, 8.525382E+04, 8.664941E+04, 8.806333E+04, 8.949575E+04, 9.094685E+04, 9.241682E+04, 9.390583E+04, 9.541407E+04, 9.694171E+04, 9.848896E+04, 1.000560E+05, 1.016430E+05, 1.032501E+05, 1.048776E+05, 1.065256E+05, 1.081944E+05, 1.098841E+05, 1.115948E+05, 1.133269E+05, 1.150805E+05, 1.168558E+05, 1.186529E+05, 1.204722E+05, 1.223138E+05, 1.241778E+05, 1.260645E+05, 1.279742E+05, 1.299069E+05, 1.318629E+05, 1.338425E+05, 1.358458E+05, 1.378729E+05, 1.399243E+05, 1.419999E+05, 1.441002E+05, 1.462251E+05, 1.483751E+05, 1.505503E+05, 1.527508E+05, 1.549770E+05, 1.572290E+05, 1.595071E+05, 1.618115E+05, 1.641424E+05, 1.665000E+05, 1.688845E+05, 1.712962E+05, 1.737353E+05, 1.762020E+05, 1.786965E+05, 1.812191E+05, 1.837700E+05, 1.863494E+05, 1.889576E+05, 1.915948E+05, 1.942612E+05, 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4.791352E+05, 4.846187E+05, 4.901508E+05, 4.957319E+05, 5.013621E+05, 5.070417E+05, 5.127712E+05, 5.185506E+05, 5.243804E+05, 5.302608E+05, 5.361921E+05, 5.421746E+05, 5.482085E+05, 5.542942E+05, 5.604320E+05, 5.666221E+05, 5.728648E+05, 5.791604E+05, 5.855092E+05, 5.919115E+05, 5.983675E+05, 6.048777E+05, 6.114421E+05, 6.180612E+05, 6.247353E+05, 6.314645E+05, 6.382492E+05, 6.450898E+05, 6.519864E+05, 6.589394E+05, 6.659490E+05, 6.730156E+05, 6.801395E+05, 6.873208E+05, 6.945600E+05, 7.018573E+05, 7.092129E+05, 7.166273E+05, 7.241006E+05, 7.316332E+05, 7.392253E+05, 7.468773E+05, 7.545894E+05, 7.623619E+05, 7.701951E+05, 7.780893E+05, 7.860447E+05, 7.940618E+05, 8.021407E+05, 8.102817E+05, 8.184851E+05, 8.267513E+05, 8.350805E+05, 8.434729E+05, 8.519289E+05, 8.604488E+05, 8.690328E+05, 8.776813E+05, 8.863944E+05, 8.951726E+05, 9.040160E+05, 9.129251E+05, 9.218999E+05, 9.309409E+05, 9.400483E+05, 9.492224E+05, 9.584635E+05, 9.677719E+05, 9.771477E+05, 9.865915E+05, 9.961033E+05, 1.005683E+06, 1.015332E+06, 1.025050E+06, 1.034837E+06, 1.044694E+06, 1.054620E+06, 1.064616E+06, 1.074683E+06, 1.084820E+06, 1.095029E+06, 1.105308E+06, 1.115659E+06, 1.126081E+06, 1.136576E+06, 1.147142E+06, 1.157781E+06, 1.168494E+06, 1.179279E+06, 1.190137E+06, 1.201069E+06, 1.212075E+06, 1.223155E+06, 1.234309E+06, 1.245538E+06, 1.256842E+06, 1.268222E+06, 1.279676E+06, 1.291207E+06, 1.302813E+06, 1.314496E+06, 1.326255E+06, 1.338091E+06, 1.350004E+06, 1.361995E+06, 1.374063E+06, 1.386208E+06, 1.398432E+06, 1.410734E+06, 1.423115E+06, 1.435575E+06, 1.448113E+06, 1.460731E+06, 1.473429E+06, 1.486206E+06, 1.499064E+06, 1.512002E+06, 1.525020E+06, 1.538120E+06, 1.551300E+06, 1.564562E+06, 1.577905E+06, 1.591331E+06, 1.604838E+06, 1.618427E+06, 1.632100E+06, 1.645855E+06, 1.659693E+06, 1.673614E+06, 1.687619E+06, 1.701707E+06, 1.715880E+06, 1.730136E+06, 1.744477E+06, 1.758903E+06, 1.773414E+06, 1.788010E+06, 1.802691E+06, 1.817458E+06, 1.832311E+06, 1.847249E+06, 1.862274E+06, 1.877386E+06, 1.892584E+06, 1.907869E+06, ]) # ============================ M = 2, I = 3 ============================ M = 2 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.260503E+00, 1.921450E+01, 3.809073E+01, 5.696862E+01, 7.584728E+01, 9.472651E+01, 1.136063E+02, 1.324868E+02, 1.513693E+02, 1.702570E+02, 1.891574E+02, 2.080836E+02, 2.270552E+02, 2.460982E+02, 2.652444E+02, 2.845304E+02, 3.039959E+02, 3.236829E+02, 3.436342E+02, 3.638929E+02, 3.845017E+02, 4.055021E+02, 4.269346E+02, 4.488384E+02, 4.712511E+02, 4.942092E+02, 5.177477E+02, 5.419008E+02, 5.667012E+02, 5.921810E+02, 6.183713E+02, 6.453026E+02, 6.730048E+02, 7.015074E+02, 7.308393E+02, 7.610295E+02, 7.921063E+02, 8.240982E+02, 8.570336E+02, 8.909408E+02, 9.258482E+02, 9.617842E+02, 9.987775E+02, 1.036857E+03, 1.076051E+03, 1.116390E+03, 1.157902E+03, 1.200618E+03, 1.244568E+03, 1.289782E+03, 1.336291E+03, 1.384126E+03, 1.433319E+03, 1.483901E+03, 1.535907E+03, 1.589367E+03, 1.644316E+03, 1.700787E+03, 1.758815E+03, 1.818435E+03, 1.879681E+03, 1.942590E+03, 2.007197E+03, 2.073540E+03, 2.141656E+03, 2.211582E+03, 2.283358E+03, 2.357022E+03, 2.432613E+03, 2.510172E+03, 2.589739E+03, 2.671355E+03, 2.755062E+03, 2.840903E+03, 2.928920E+03, 3.019157E+03, 3.111657E+03, 3.206467E+03, 3.303630E+03, 3.403193E+03, 3.505202E+03, 3.609705E+03, 3.716749E+03, 3.826382E+03, 3.938654E+03, 4.053615E+03, 4.171314E+03, 4.291802E+03, 4.415132E+03, 4.541355E+03, 4.670525E+03, 4.802694E+03, 4.937917E+03, 5.076250E+03, 5.217747E+03, 5.362466E+03, 5.510462E+03, 5.661794E+03, 5.816520E+03, 5.974698E+03, 6.136390E+03, 6.301655E+03, 6.470554E+03, 6.643150E+03, 6.819505E+03, 6.999681E+03, 7.183745E+03, 7.371759E+03, 7.563790E+03, 7.759904E+03, 7.960168E+03, 8.164650E+03, 8.373418E+03, 8.586541E+03, 8.804090E+03, 9.026136E+03, 9.252749E+03, 9.484003E+03, 9.719970E+03, 9.960725E+03, 1.020634E+04, 1.045690E+04, 1.071246E+04, 1.097312E+04, 1.123895E+04, 1.151002E+04, 1.178642E+04, 1.206823E+04, 1.235552E+04, 1.264839E+04, 1.294691E+04, 1.325116E+04, 1.356124E+04, 1.387721E+04, 1.419919E+04, 1.452723E+04, 1.486145E+04, 1.520192E+04, 1.554873E+04, 1.590198E+04, 1.626175E+04, 1.662814E+04, 1.700124E+04, 1.738114E+04, 1.776794E+04, 1.816173E+04, 1.856261E+04, 1.897067E+04, 1.938602E+04, 1.980875E+04, 2.023896E+04, 2.067675E+04, 2.112223E+04, 2.157549E+04, 2.203664E+04, 2.250579E+04, 2.298303E+04, 2.346847E+04, 2.396222E+04, 2.446439E+04, 2.497508E+04, 2.549441E+04, 2.602248E+04, 2.655940E+04, 2.710529E+04, 2.766025E+04, 2.822441E+04, 2.879787E+04, 2.938076E+04, 2.997318E+04, 3.057525E+04, 3.118710E+04, 3.180883E+04, 3.244058E+04, 3.308245E+04, 3.373457E+04, 3.439706E+04, 3.507005E+04, 3.575365E+04, 3.644800E+04, 3.715321E+04, 3.786941E+04, 3.859673E+04, 3.933530E+04, 4.008525E+04, 4.084670E+04, 4.161978E+04, 4.240463E+04, 4.320137E+04, 4.401014E+04, 4.483107E+04, 4.566429E+04, 4.650994E+04, 4.736816E+04, 4.823907E+04, 4.912282E+04, 5.001954E+04, 5.092938E+04, 5.185246E+04, 5.278893E+04, 5.373893E+04, 5.470260E+04, 5.568008E+04, 5.667151E+04, 5.767704E+04, 5.869680E+04, 5.973095E+04, 6.077962E+04, 6.184296E+04, 6.292112E+04, 6.401424E+04, 6.512247E+04, 6.624596E+04, 6.738485E+04, 6.853929E+04, 6.970943E+04, 7.089542E+04, 7.209741E+04, 7.331555E+04, 7.454998E+04, 7.580087E+04, 7.706836E+04, 7.835261E+04, 7.965376E+04, 8.097197E+04, 8.230739E+04, 8.366017E+04, 8.503047E+04, 8.641845E+04, 8.782425E+04, 8.924803E+04, 9.068995E+04, 9.215015E+04, 9.362881E+04, 9.512606E+04, 9.664207E+04, 9.817700E+04, 9.973099E+04, 1.013042E+05, 1.028968E+05, 1.045090E+05, 1.061408E+05, 1.077925E+05, 1.094642E+05, 1.111560E+05, 1.128682E+05, 1.146009E+05, 1.163542E+05, 1.181283E+05, 1.199233E+05, 1.217395E+05, 1.235769E+05, 1.254358E+05, 1.273162E+05, 1.292184E+05, 1.311424E+05, 1.330885E+05, 1.350568E+05, 1.370475E+05, 1.390607E+05, 1.410966E+05, 1.431553E+05, 1.452370E+05, 1.473418E+05, 1.494699E+05, 1.516215E+05, 1.537967E+05, 1.559956E+05, 1.582185E+05, 1.604654E+05, 1.627366E+05, 1.650321E+05, 1.673522E+05, 1.696969E+05, 1.720665E+05, 1.744611E+05, 1.768808E+05, 1.793257E+05, 1.817962E+05, 1.842922E+05, 1.868139E+05, 1.893615E+05, 1.919352E+05, 1.945350E+05, 1.971612E+05, 1.998139E+05, 2.024931E+05, 2.051992E+05, 2.079321E+05, 2.106921E+05, 2.134793E+05, 2.162939E+05, 2.191359E+05, 2.220056E+05, 2.249030E+05, 2.278284E+05, 2.307818E+05, 2.337634E+05, 2.367733E+05, 2.398117E+05, 2.428787E+05, 2.459744E+05, 2.490990E+05, 2.522527E+05, 2.554354E+05, 2.586475E+05, 2.618890E+05, 2.651600E+05, 2.684607E+05, 2.717912E+05, 2.751516E+05, 2.785421E+05, 2.819628E+05, 2.854138E+05, 2.888952E+05, 2.924072E+05, 2.959499E+05, 2.995235E+05, 3.031280E+05, 3.067635E+05, 3.104302E+05, 3.141282E+05, 3.178577E+05, 3.216187E+05, 3.254113E+05, 3.292357E+05, 3.330921E+05, 3.369804E+05, 3.409008E+05, 3.448535E+05, 3.488385E+05, 3.528559E+05, 3.569059E+05, 3.609886E+05, 3.651041E+05, 3.692524E+05, 3.734337E+05, 3.776482E+05, 3.818958E+05, 3.861767E+05, 3.904910E+05, 3.948388E+05, 3.992202E+05, 4.036354E+05, 4.080843E+05, 4.125671E+05, 4.170839E+05, 4.216347E+05, 4.262198E+05, 4.308391E+05, 4.354928E+05, ]) # ============================ M = 2, I = 4 ============================ M = 2 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.325894E+01, 1.121681E+02, 2.223058E+02, 3.324535E+02, 4.426058E+02, 5.527615E+02, 6.629204E+02, 7.730837E+02, 8.832576E+02, 9.934614E+02, 1.103737E+03, 1.214160E+03, 1.324842E+03, 1.435931E+03, 1.547612E+03, 1.660094E+03, 1.773607E+03, 1.888393E+03, 2.004701E+03, 2.122778E+03, 2.242872E+03, 2.365223E+03, 2.490066E+03, 2.617625E+03, 2.748120E+03, 2.881762E+03, 3.018752E+03, 3.159286E+03, 3.303556E+03, 3.451744E+03, 3.604032E+03, 3.760593E+03, 3.921601E+03, 4.087225E+03, 4.257632E+03, 4.432988E+03, 4.613456E+03, 4.799200E+03, 4.990383E+03, 5.187168E+03, 5.389718E+03, 5.598196E+03, 5.812767E+03, 6.033596E+03, 6.260850E+03, 6.494696E+03, 6.735304E+03, 6.982845E+03, 7.237492E+03, 7.499419E+03, 7.768805E+03, 8.045827E+03, 8.330667E+03, 8.623510E+03, 8.924541E+03, 9.233949E+03, 9.551926E+03, 9.878664E+03, 1.021436E+04, 1.055922E+04, 1.091344E+04, 1.127722E+04, 1.165078E+04, 1.203432E+04, 1.242806E+04, 1.283221E+04, 1.324701E+04, 1.367266E+04, 1.410939E+04, 1.455745E+04, 1.501704E+04, 1.548843E+04, 1.597183E+04, 1.646750E+04, 1.697569E+04, 1.749663E+04, 1.803059E+04, 1.857781E+04, 1.913857E+04, 1.971311E+04, 2.030172E+04, 2.090465E+04, 2.152218E+04, 2.215460E+04, 2.280217E+04, 2.346519E+04, 2.414394E+04, 2.483872E+04, 2.554982E+04, 2.627753E+04, 2.702217E+04, 2.778404E+04, 2.856344E+04, 2.936070E+04, 3.017614E+04, 3.101007E+04, 3.186282E+04, 3.273472E+04, 3.362611E+04, 3.453733E+04, 3.546870E+04, 3.642060E+04, 3.739335E+04, 3.838732E+04, 3.940287E+04, 4.044035E+04, 4.150014E+04, 4.258261E+04, 4.368812E+04, 4.481707E+04, 4.596983E+04, 4.714679E+04, 4.834835E+04, 4.957490E+04, 5.082684E+04, 5.210458E+04, 5.340853E+04, 5.473910E+04, 5.609670E+04, 5.748177E+04, 5.889474E+04, 6.033602E+04, 6.180606E+04, 6.330531E+04, 6.483419E+04, 6.639318E+04, 6.798272E+04, 6.960326E+04, 7.125529E+04, 7.293925E+04, 7.465563E+04, 7.640491E+04, 7.818757E+04, 8.000409E+04, 8.185497E+04, 8.374070E+04, 8.566179E+04, 8.761875E+04, 8.961208E+04, 9.164230E+04, 9.370994E+04, 9.581552E+04, 9.795956E+04, 1.001426E+05, 1.023652E+05, 1.046279E+05, 1.069312E+05, 1.092758E+05, 1.116621E+05, 1.140907E+05, 1.165622E+05, 1.190772E+05, 1.216362E+05, 1.242399E+05, 1.268887E+05, 1.295834E+05, 1.323246E+05, 1.351127E+05, 1.379485E+05, 1.408326E+05, 1.437655E+05, 1.467479E+05, 1.497804E+05, 1.528637E+05, 1.559984E+05, 1.591851E+05, 1.624246E+05, 1.657173E+05, 1.690641E+05, 1.724656E+05, 1.759224E+05, 1.794352E+05, 1.830047E+05, 1.866316E+05, 1.903166E+05, 1.940603E+05, 1.978635E+05, 2.017269E+05, 2.056511E+05, 2.096369E+05, 2.136850E+05, 2.177962E+05, 2.219710E+05, 2.262104E+05, 2.305150E+05, 2.348855E+05, 2.393228E+05, 2.438275E+05, 2.484004E+05, 2.530422E+05, 2.577538E+05, 2.625359E+05, 2.673892E+05, 2.723146E+05, 2.773128E+05, 2.823846E+05, 2.875308E+05, 2.927521E+05, 2.980495E+05, 3.034236E+05, 3.088753E+05, 3.144054E+05, 3.200146E+05, 3.257039E+05, 3.314740E+05, 3.373258E+05, 3.432600E+05, 3.492776E+05, 3.553792E+05, 3.615659E+05, 3.678383E+05, 3.741974E+05, 3.806440E+05, 3.871790E+05, 3.938031E+05, 4.005173E+05, 4.073224E+05, 4.142192E+05, 4.212087E+05, 4.282917E+05, 4.354690E+05, 4.427416E+05, 4.501102E+05, 4.575758E+05, 4.651393E+05, 4.728015E+05, 4.805633E+05, 4.884256E+05, 4.963893E+05, 5.044552E+05, 5.126243E+05, 5.208974E+05, 5.292754E+05, 5.377593E+05, 5.463499E+05, 5.550481E+05, 5.638548E+05, 5.727708E+05, 5.817972E+05, 5.909348E+05, 6.001845E+05, 6.095472E+05, 6.190238E+05, 6.286152E+05, 6.383223E+05, 6.481460E+05, 6.580872E+05, 6.681468E+05, 6.783257E+05, 6.886249E+05, 6.990451E+05, 7.095874E+05, 7.202527E+05, 7.310417E+05, 7.419555E+05, 7.529949E+05, 7.641608E+05, 7.754542E+05, 7.868759E+05, 7.984269E+05, 8.101079E+05, 8.219200E+05, 8.338640E+05, 8.459408E+05, 8.581513E+05, 8.704964E+05, 8.829770E+05, 8.955939E+05, 9.083481E+05, 9.212405E+05, 9.342718E+05, 9.474431E+05, 9.607551E+05, 9.742088E+05, 9.878051E+05, 1.001545E+06, 1.015429E+06, 1.029458E+06, 1.043633E+06, 1.057955E+06, 1.072424E+06, 1.087042E+06, 1.101810E+06, 1.116728E+06, 1.131797E+06, 1.147018E+06, 1.162392E+06, 1.177919E+06, 1.193601E+06, 1.209438E+06, 1.225432E+06, 1.241582E+06, 1.257890E+06, 1.274357E+06, 1.290983E+06, 1.307770E+06, 1.324717E+06, 1.341826E+06, 1.359098E+06, 1.376534E+06, 1.394133E+06, 1.411898E+06, 1.429828E+06, 1.447925E+06, 1.466189E+06, 1.484621E+06, 1.503222E+06, 1.521993E+06, 1.540934E+06, 1.560046E+06, 1.579331E+06, 1.598787E+06, 1.618417E+06, 1.638221E+06, 1.658200E+06, 1.678355E+06, 1.698685E+06, 1.719193E+06, 1.739878E+06, 1.760742E+06, 1.781784E+06, 1.803007E+06, 1.824409E+06, 1.845993E+06, 1.867759E+06, 1.889707E+06, 1.911838E+06, 1.934153E+06, 1.956652E+06, 1.979336E+06, 2.002206E+06, 2.025263E+06, 2.048506E+06, 2.071937E+06, 2.095556E+06, 2.119364E+06, 2.143361E+06, 2.167548E+06, 2.191926E+06, 2.216495E+06, 2.241256E+06, 2.266210E+06, 2.291356E+06, 2.316695E+06, 2.342229E+06, 2.367957E+06, 2.393881E+06, 2.420000E+06, 2.446315E+06, 2.472828E+06, 2.499537E+06, ]) # ============================ M = 2, I = 5 ============================ M = 2 I = 5 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.521007E+00, 3.842919E+01, 7.618199E+01, 1.139381E+02, 1.516957E+02, 1.894544E+02, 2.272143E+02, 2.649759E+02, 3.027424E+02, 3.405225E+02, 3.783348E+02, 4.162107E+02, 4.541961E+02, 4.923506E+02, 5.307454E+02, 5.694610E+02, 6.085836E+02, 6.482031E+02, 6.884101E+02, 7.292950E+02, 7.709463E+02, 8.134500E+02, 8.568892E+02, 9.013437E+02, 9.468907E+02, 9.936041E+02, 1.041555E+03, 1.090813E+03, 1.141445E+03, 1.193515E+03, 1.247087E+03, 1.302223E+03, 1.358984E+03, 1.417431E+03, 1.477623E+03, 1.539619E+03, 1.603479E+03, 1.669260E+03, 1.737022E+03, 1.806823E+03, 1.878723E+03, 1.952781E+03, 2.029057E+03, 2.107610E+03, 2.188502E+03, 2.271795E+03, 2.357550E+03, 2.445829E+03, 2.536698E+03, 2.630219E+03, 2.726458E+03, 2.825482E+03, 2.927356E+03, 3.032150E+03, 3.139931E+03, 3.250770E+03, 3.364738E+03, 3.481905E+03, 3.602346E+03, 3.726134E+03, 3.853344E+03, 3.984053E+03, 4.118337E+03, 4.256275E+03, 4.397946E+03, 4.543432E+03, 4.692813E+03, 4.846174E+03, 5.003598E+03, 5.165170E+03, 5.330978E+03, 5.501109E+03, 5.675652E+03, 5.854698E+03, 6.038339E+03, 6.226667E+03, 6.419776E+03, 6.617763E+03, 6.820723E+03, 7.028756E+03, 7.241959E+03, 7.460436E+03, 7.684286E+03, 7.913615E+03, 8.148526E+03, 8.389127E+03, 8.635524E+03, 8.887827E+03, 9.146147E+03, 9.410594E+03, 9.681283E+03, 9.958328E+03, 1.024185E+04, 1.053195E+04, 1.082877E+04, 1.113241E+04, 1.144301E+04, 1.176069E+04, 1.208556E+04, 1.241776E+04, 1.275741E+04, 1.310465E+04, 1.345961E+04, 1.382241E+04, 1.419320E+04, 1.457210E+04, 1.495926E+04, 1.535482E+04, 1.575891E+04, 1.617168E+04, 1.659327E+04, 1.702383E+04, 1.746350E+04, 1.791243E+04, 1.837078E+04, 1.883869E+04, 1.931632E+04, 1.980382E+04, 2.030136E+04, 2.080908E+04, 2.132716E+04, 2.185574E+04, 2.239500E+04, 2.294511E+04, 2.350622E+04, 2.407851E+04, 2.466214E+04, 2.525730E+04, 2.586415E+04, 2.648287E+04, 2.711365E+04, 2.775664E+04, 2.841205E+04, 2.908005E+04, 2.976083E+04, 3.045457E+04, 3.116146E+04, 3.188170E+04, 3.261547E+04, 3.336297E+04, 3.412439E+04, 3.489994E+04, 3.568980E+04, 3.649419E+04, 3.731331E+04, 3.814735E+04, 3.899653E+04, 3.986106E+04, 4.074115E+04, 4.163700E+04, 4.254884E+04, 4.347687E+04, 4.442133E+04, 4.538242E+04, 4.636037E+04, 4.735541E+04, 4.836775E+04, 4.939763E+04, 5.044527E+04, 5.151091E+04, 5.259478E+04, 5.369711E+04, 5.481814E+04, 5.595812E+04, 5.711727E+04, 5.829584E+04, 5.949409E+04, 6.071224E+04, 6.195056E+04, 6.320928E+04, 6.448867E+04, 6.578898E+04, 6.711045E+04, 6.845336E+04, 6.981795E+04, 7.120449E+04, 7.261324E+04, 7.404447E+04, 7.549844E+04, 7.697541E+04, 7.847567E+04, 7.999948E+04, 8.154711E+04, 8.311884E+04, 8.471495E+04, 8.633571E+04, 8.798141E+04, 8.965232E+04, 9.134874E+04, 9.307094E+04, 9.481921E+04, 9.659384E+04, 9.839512E+04, 1.002234E+05, 1.020788E+05, 1.039618E+05, 1.058726E+05, 1.078116E+05, 1.097789E+05, 1.117750E+05, 1.138002E+05, 1.158546E+05, 1.179387E+05, 1.200527E+05, 1.221970E+05, 1.243719E+05, 1.265776E+05, 1.288145E+05, 1.310829E+05, 1.333831E+05, 1.357154E+05, 1.380802E+05, 1.404777E+05, 1.429084E+05, 1.453724E+05, 1.478701E+05, 1.504019E+05, 1.529681E+05, 1.555690E+05, 1.582049E+05, 1.608761E+05, 1.635830E+05, 1.663259E+05, 1.691052E+05, 1.719211E+05, 1.747740E+05, 1.776642E+05, 1.805921E+05, 1.835580E+05, 1.865622E+05, 1.896050E+05, 1.926869E+05, 1.958081E+05, 1.989690E+05, 2.021699E+05, 2.054111E+05, 2.086930E+05, 2.120159E+05, 2.153802E+05, 2.187862E+05, 2.222342E+05, 2.257246E+05, 2.292577E+05, 2.328339E+05, 2.364535E+05, 2.401168E+05, 2.438242E+05, 2.475760E+05, 2.513726E+05, 2.552143E+05, 2.591014E+05, 2.630343E+05, 2.670133E+05, 2.710389E+05, 2.751112E+05, 2.792306E+05, 2.833976E+05, 2.876124E+05, 2.918753E+05, 2.961868E+05, 3.005471E+05, 3.049566E+05, 3.094156E+05, 3.139245E+05, 3.184835E+05, 3.230932E+05, 3.277536E+05, 3.324653E+05, 3.372286E+05, 3.420437E+05, 3.469110E+05, 3.518309E+05, 3.568036E+05, 3.618296E+05, 3.669091E+05, 3.720424E+05, 3.772300E+05, 3.824721E+05, 3.877690E+05, 3.931211E+05, 3.985287E+05, 4.039922E+05, 4.095118E+05, 4.150879E+05, 4.207208E+05, 4.264107E+05, 4.321582E+05, 4.379633E+05, 4.438266E+05, 4.497482E+05, 4.557285E+05, 4.617679E+05, 4.678665E+05, 4.740248E+05, 4.802430E+05, 4.865215E+05, 4.928605E+05, 4.992604E+05, 5.057214E+05, 5.122439E+05, 5.188282E+05, 5.254745E+05, 5.321831E+05, 5.389544E+05, 5.457887E+05, 5.526861E+05, 5.596471E+05, 5.666720E+05, 5.737609E+05, 5.809142E+05, 5.881321E+05, 5.954150E+05, 6.027632E+05, 6.101768E+05, 6.176562E+05, 6.252017E+05, 6.328135E+05, 6.404919E+05, 6.482371E+05, 6.560495E+05, 6.639293E+05, 6.718767E+05, 6.798921E+05, 6.879756E+05, 6.961276E+05, 7.043482E+05, 7.126378E+05, 7.209966E+05, 7.294249E+05, 7.379228E+05, 7.464906E+05, 7.551286E+05, 7.638371E+05, 7.726161E+05, 7.814661E+05, 7.903872E+05, 7.993796E+05, 8.084436E+05, 8.175794E+05, 8.267873E+05, 8.360674E+05, 8.454200E+05, 8.548453E+05, 8.643435E+05, 8.739148E+05, 8.835594E+05, 8.932776E+05, 9.030696E+05, 9.129355E+05, 9.228756E+05, 9.328900E+05, ]) # ============================ M = 2, I = 6 ============================ M = 2 I = 6 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.651639E+01, 2.243279E+02, 4.445954E+02, 6.648829E+02, 8.851795E+02, 1.105483E+03, 1.325793E+03, 1.546113E+03, 1.766460E+03, 1.986884E+03, 2.207490E+03, 2.428458E+03, 2.650050E+03, 2.872607E+03, 3.096539E+03, 3.322309E+03, 3.550415E+03, 3.781375E+03, 4.015714E+03, 4.253955E+03, 4.496609E+03, 4.744174E+03, 4.997130E+03, 5.255940E+03, 5.521049E+03, 5.792884E+03, 6.071858E+03, 6.358368E+03, 6.652800E+03, 6.955529E+03, 7.266920E+03, 7.587331E+03, 7.917113E+03, 8.256614E+03, 8.606176E+03, 8.966139E+03, 9.336841E+03, 9.718621E+03, 1.011182E+04, 1.051676E+04, 1.093380E+04, 1.136327E+04, 1.180552E+04, 1.226089E+04, 1.272973E+04, 1.321239E+04, 1.370923E+04, 1.422061E+04, 1.474689E+04, 1.528845E+04, 1.584565E+04, 1.641888E+04, 1.700852E+04, 1.761496E+04, 1.823859E+04, 1.887982E+04, 1.953904E+04, 2.021668E+04, 2.091315E+04, 2.162887E+04, 2.236427E+04, 2.311979E+04, 2.389588E+04, 2.469297E+04, 2.551154E+04, 2.635203E+04, 2.721493E+04, 2.810070E+04, 2.900982E+04, 2.994279E+04, 3.090011E+04, 3.188227E+04, 3.288979E+04, 3.392318E+04, 3.498297E+04, 3.606970E+04, 3.718389E+04, 3.832611E+04, 3.949689E+04, 4.069682E+04, 4.192644E+04, 4.318635E+04, 4.447712E+04, 4.579935E+04, 4.715365E+04, 4.854061E+04, 4.996085E+04, 5.141500E+04, 5.290369E+04, 5.442756E+04, 5.598726E+04, 5.758345E+04, 5.921678E+04, 6.088795E+04, 6.259761E+04, 6.434647E+04, 6.613523E+04, 6.796458E+04, 6.983526E+04, 7.174797E+04, 7.370346E+04, 7.570246E+04, 7.774573E+04, 7.983402E+04, 8.196811E+04, 8.414877E+04, 8.637678E+04, 8.865295E+04, 9.097807E+04, 9.335297E+04, 9.577846E+04, 9.825537E+04, 1.007845E+05, 1.033668E+05, 1.060031E+05, 1.086942E+05, 1.114411E+05, 1.142445E+05, 1.171055E+05, 1.200249E+05, 1.230036E+05, 1.260426E+05, 1.291428E+05, 1.323051E+05, 1.355306E+05, 1.388201E+05, 1.421747E+05, 1.455953E+05, 1.490829E+05, 1.526386E+05, 1.562633E+05, 1.599582E+05, 1.637241E+05, 1.675622E+05, 1.714736E+05, 1.754592E+05, 1.795202E+05, 1.836577E+05, 1.878727E+05, 1.921664E+05, 1.965399E+05, 2.009944E+05, 2.055309E+05, 2.101506E+05, 2.148547E+05, 2.196443E+05, 2.245207E+05, 2.294850E+05, 2.345385E+05, 2.396823E+05, 2.449177E+05, 2.502459E+05, 2.556682E+05, 2.611858E+05, 2.668000E+05, 2.725121E+05, 2.783234E+05, 2.842351E+05, 2.902486E+05, 2.963652E+05, 3.025863E+05, 3.089132E+05, 3.153472E+05, 3.218897E+05, 3.285421E+05, 3.353058E+05, 3.421821E+05, 3.491726E+05, 3.562786E+05, 3.635015E+05, 3.708428E+05, 3.783039E+05, 3.858864E+05, 3.935916E+05, 4.014211E+05, 4.093763E+05, 4.174588E+05, 4.256700E+05, 4.340116E+05, 4.424850E+05, 4.510918E+05, 4.598335E+05, 4.687118E+05, 4.777281E+05, 4.868841E+05, 4.961813E+05, 5.056215E+05, 5.152061E+05, 5.249369E+05, 5.348154E+05, 5.448433E+05, 5.550222E+05, 5.653539E+05, 5.758400E+05, 5.864821E+05, 5.972820E+05, 6.082414E+05, 6.193619E+05, 6.306453E+05, 6.420934E+05, 6.537078E+05, 6.654902E+05, 6.774426E+05, 6.895665E+05, 7.018638E+05, 7.143363E+05, 7.269857E+05, 7.398138E+05, 7.528224E+05, 7.660133E+05, 7.793884E+05, 7.929494E+05, 8.066983E+05, 8.206367E+05, 8.347666E+05, 8.490898E+05, 8.636081E+05, 8.783234E+05, 8.932377E+05, 9.083526E+05, 9.236702E+05, 9.391923E+05, 9.549208E+05, 9.708575E+05, 9.870044E+05, 1.003363E+06, 1.019936E+06, 1.036725E+06, 1.053732E+06, 1.070958E+06, 1.088406E+06, 1.106078E+06, 1.123975E+06, 1.142100E+06, 1.160454E+06, 1.179039E+06, 1.197857E+06, 1.216911E+06, 1.236202E+06, 1.255732E+06, 1.275502E+06, 1.295516E+06, 1.315775E+06, 1.336281E+06, 1.357035E+06, 1.378041E+06, 1.399299E+06, 1.420812E+06, 1.442581E+06, 1.464610E+06, 1.486898E+06, 1.509450E+06, 1.532266E+06, 1.555348E+06, 1.578699E+06, 1.602320E+06, 1.626213E+06, 1.650381E+06, 1.674825E+06, 1.699547E+06, 1.724550E+06, 1.749834E+06, 1.775402E+06, 1.801257E+06, 1.827399E+06, 1.853831E+06, 1.880555E+06, 1.907573E+06, 1.934886E+06, 1.962497E+06, 1.990407E+06, 2.018619E+06, 2.047134E+06, 2.075954E+06, 2.105082E+06, 2.134518E+06, 2.164265E+06, 2.194325E+06, 2.224699E+06, 2.255390E+06, 2.286400E+06, 2.317730E+06, 2.349381E+06, 2.381357E+06, 2.413659E+06, 2.446288E+06, 2.479247E+06, 2.512537E+06, 2.546160E+06, 2.580118E+06, 2.614413E+06, 2.649046E+06, 2.684020E+06, 2.719335E+06, 2.754995E+06, 2.791000E+06, 2.827353E+06, 2.864055E+06, 2.901107E+06, 2.938512E+06, 2.976272E+06, 3.014387E+06, 3.052861E+06, 3.091693E+06, 3.130887E+06, 3.170444E+06, 3.210365E+06, 3.250652E+06, 3.291307E+06, 3.332332E+06, 3.373727E+06, 3.415495E+06, 3.457637E+06, 3.500156E+06, 3.543051E+06, 3.586326E+06, 3.629981E+06, 3.674018E+06, 3.718439E+06, 3.763245E+06, 3.808438E+06, 3.854019E+06, 3.899990E+06, 3.946352E+06, 3.993107E+06, 4.040255E+06, 4.087800E+06, 4.135741E+06, 4.184081E+06, 4.232821E+06, 4.281962E+06, 4.331506E+06, 4.381453E+06, 4.431806E+06, 4.482566E+06, 4.533734E+06, 4.585312E+06, 4.637300E+06, 4.689701E+06, 4.742514E+06, 4.795743E+06, 4.849387E+06, 4.903448E+06, 4.957928E+06, 5.012828E+06, 5.068148E+06, 5.123890E+06, 5.180056E+06, 5.236646E+06, 5.293661E+06, 5.351104E+06, ]) # ============================ M = 2, I = 7 ============================ M = 2 I = 7 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.250887E+00, 1.018897E+01, 2.020900E+01, 3.022983E+01, 4.025105E+01, 5.027257E+01, 6.029438E+01, 7.031660E+01, 8.033989E+01, 9.036617E+01, 1.003996E+02, 1.104476E+02, 1.205209E+02, 1.306339E+02, 1.408040E+02, 1.510512E+02, 1.613972E+02, 1.718646E+02, 1.824767E+02, 1.932570E+02, 2.042284E+02, 2.154135E+02, 2.268341E+02, 2.385114E+02, 2.504659E+02, 2.627174E+02, 2.752849E+02, 2.881868E+02, 3.014410E+02, 3.150651E+02, 3.290758E+02, 3.434900E+02, 3.583238E+02, 3.735934E+02, 3.893147E+02, 4.055033E+02, 4.221750E+02, 4.393452E+02, 4.570295E+02, 4.752434E+02, 4.940026E+02, 5.133225E+02, 5.332190E+02, 5.537077E+02, 5.748047E+02, 5.965260E+02, 6.188877E+02, 6.419063E+02, 6.655983E+02, 6.899805E+02, 7.150698E+02, 7.408834E+02, 7.674387E+02, 7.947533E+02, 8.228450E+02, 8.517321E+02, 8.814327E+02, 9.119655E+02, 9.433495E+02, 9.756038E+02, 1.008748E+03, 1.042801E+03, 1.077784E+03, 1.113716E+03, 1.150619E+03, 1.188512E+03, 1.227418E+03, 1.267357E+03, 1.308352E+03, 1.350425E+03, 1.393597E+03, 1.437893E+03, 1.483333E+03, 1.529943E+03, 1.577746E+03, 1.626765E+03, 1.677025E+03, 1.728551E+03, 1.781368E+03, 1.835500E+03, 1.890975E+03, 1.947817E+03, 2.006053E+03, 2.065710E+03, 2.126815E+03, 2.189395E+03, 2.253479E+03, 2.319094E+03, 2.386268E+03, 2.455031E+03, 2.525412E+03, 2.597441E+03, 2.671147E+03, 2.746561E+03, 2.823713E+03, 2.902635E+03, 2.983358E+03, 3.065915E+03, 3.150336E+03, 3.236655E+03, 3.324905E+03, 3.415120E+03, 3.507332E+03, 3.601577E+03, 3.697889E+03, 3.796303E+03, 3.896855E+03, 3.999579E+03, 4.104513E+03, 4.211693E+03, 4.321156E+03, 4.432940E+03, 4.547082E+03, 4.663621E+03, 4.782595E+03, 4.904044E+03, 5.028006E+03, 5.154523E+03, 5.283635E+03, 5.415382E+03, 5.549805E+03, 5.686947E+03, 5.826849E+03, 5.969554E+03, 6.115105E+03, 6.263546E+03, 6.414920E+03, 6.569272E+03, 6.726646E+03, 6.887088E+03, 7.050643E+03, 7.217358E+03, 7.387279E+03, 7.560454E+03, 7.736929E+03, 7.916752E+03, 8.099973E+03, 8.286639E+03, 8.476801E+03, 8.670508E+03, 8.867810E+03, 9.068759E+03, 9.273404E+03, 9.481799E+03, 9.693995E+03, 9.910044E+03, 1.013000E+04, 1.035392E+04, 1.058185E+04, 1.081385E+04, 1.104998E+04, 1.129028E+04, 1.153482E+04, 1.178365E+04, 1.203683E+04, 1.229442E+04, 1.255647E+04, 1.282305E+04, 1.309421E+04, 1.337001E+04, 1.365051E+04, 1.393577E+04, 1.422585E+04, 1.452082E+04, 1.482073E+04, 1.512566E+04, 1.543565E+04, 1.575078E+04, 1.607111E+04, 1.639670E+04, 1.672762E+04, 1.706393E+04, 1.740571E+04, 1.775300E+04, 1.810590E+04, 1.846445E+04, 1.882873E+04, 1.919881E+04, 1.957476E+04, 1.995664E+04, 2.034453E+04, 2.073849E+04, 2.113861E+04, 2.154494E+04, 2.195756E+04, 2.237655E+04, 2.280198E+04, 2.323392E+04, 2.367245E+04, 2.411763E+04, 2.456956E+04, 2.502830E+04, 2.549392E+04, 2.596651E+04, 2.644615E+04, 2.693290E+04, 2.742686E+04, 2.792810E+04, 2.843669E+04, 2.895273E+04, 2.947628E+04, 3.000744E+04, 3.054628E+04, 3.109289E+04, 3.164734E+04, 3.220973E+04, 3.278013E+04, 3.335864E+04, 3.394533E+04, 3.454029E+04, 3.514362E+04, 3.575538E+04, 3.637568E+04, 3.700460E+04, 3.764223E+04, 3.828865E+04, 3.894397E+04, 3.960826E+04, 4.028162E+04, 4.096413E+04, 4.165590E+04, 4.235702E+04, 4.306757E+04, 4.378764E+04, 4.451735E+04, 4.525677E+04, 4.600600E+04, 4.676515E+04, 4.753430E+04, 4.831355E+04, 4.910300E+04, 4.990275E+04, 5.071290E+04, 5.153354E+04, 5.236478E+04, 5.320671E+04, 5.405944E+04, 5.492306E+04, 5.579769E+04, 5.668341E+04, 5.758034E+04, 5.848858E+04, 5.940823E+04, 6.033939E+04, 6.128218E+04, 6.223669E+04, 6.320304E+04, 6.418133E+04, 6.517167E+04, 6.617416E+04, 6.718892E+04, 6.821605E+04, 6.925566E+04, 7.030787E+04, 7.137278E+04, 7.245051E+04, 7.354117E+04, 7.464486E+04, 7.576171E+04, 7.689182E+04, 7.803532E+04, 7.919231E+04, 8.036291E+04, 8.154723E+04, 8.274540E+04, 8.395753E+04, 8.518373E+04, 8.642412E+04, 8.767883E+04, 8.894797E+04, 9.023166E+04, 9.153002E+04, 9.284317E+04, 9.417123E+04, 9.551433E+04, 9.687258E+04, 9.824611E+04, 9.963504E+04, 1.010395E+05, 1.024596E+05, 1.038955E+05, 1.053473E+05, 1.068151E+05, 1.082990E+05, 1.097992E+05, 1.113159E+05, 1.128490E+05, 1.143989E+05, 1.159655E+05, 1.175490E+05, 1.191496E+05, 1.207674E+05, 1.224024E+05, 1.240549E+05, 1.257250E+05, 1.274128E+05, 1.291184E+05, 1.308420E+05, 1.325837E+05, 1.343436E+05, 1.361219E+05, 1.379187E+05, 1.397342E+05, 1.415684E+05, 1.434215E+05, 1.452937E+05, 1.471851E+05, 1.490958E+05, 1.510259E+05, 1.529757E+05, 1.549451E+05, 1.569345E+05, 1.589439E+05, 1.609734E+05, 1.630233E+05, 1.650936E+05, 1.671844E+05, 1.692960E+05, 1.714284E+05, 1.735819E+05, 1.757565E+05, 1.779524E+05, 1.801697E+05, 1.824086E+05, 1.846692E+05, 1.869517E+05, 1.892562E+05, 1.915828E+05, 1.939318E+05, 1.963032E+05, 1.986972E+05, 2.011139E+05, 2.035535E+05, 2.060162E+05, 2.085020E+05, 2.110112E+05, 2.135439E+05, 2.161001E+05, 2.186802E+05, 2.212842E+05, 2.239122E+05, 2.265645E+05, 2.292411E+05, 2.319423E+05, 2.346681E+05, 2.374188E+05, 2.401944E+05, 2.429951E+05, 2.458212E+05, 2.486726E+05, 2.515497E+05, 2.544524E+05, 2.573811E+05, 2.603358E+05, 2.633166E+05, 2.663239E+05, 2.693576E+05, 2.724179E+05, 2.755050E+05, 2.786191E+05, 2.817603E+05, 2.849288E+05, 2.881247E+05, 2.913481E+05, 2.945993E+05, 2.978783E+05, 3.011854E+05, 3.045206E+05, 3.078842E+05, 3.112763E+05, 3.146970E+05, 3.181466E+05, 3.216251E+05, 3.251327E+05, 3.286695E+05, 3.322358E+05, 3.358317E+05, 3.394573E+05, 3.431128E+05, 3.467983E+05, 3.505140E+05, 3.542601E+05, 3.580367E+05, 3.618440E+05, 3.656820E+05, 3.695511E+05, 3.734513E+05, 3.773827E+05, 3.813457E+05, 3.853402E+05, 3.893664E+05, 3.934246E+05, 3.975148E+05, 4.016373E+05, 4.057921E+05, 4.099795E+05, 4.141995E+05, 4.184524E+05, 4.227383E+05, 4.270573E+05, 4.314096E+05, 4.357954E+05, 4.402148E+05, 4.446679E+05, 4.491550E+05, 4.536762E+05, 4.582316E+05, 4.628213E+05, 4.674456E+05, 4.721046E+05, 4.767985E+05, 4.815273E+05, 4.862913E+05, 4.910906E+05, 4.959253E+05, 5.007957E+05, 5.057018E+05, 5.106438E+05, 5.156219E+05, 5.206362E+05, 5.256869E+05, 5.307740E+05, 5.358979E+05, 5.410586E+05, 5.462562E+05, 5.514910E+05, 5.567631E+05, 5.620725E+05, 5.674196E+05, 5.728044E+05, 5.782270E+05, 5.836876E+05, 5.891865E+05, 5.947236E+05, 6.002992E+05, 6.059134E+05, 6.115664E+05, 6.172583E+05, 6.229892E+05, 6.287593E+05, 6.345688E+05, 6.404177E+05, 6.463063E+05, 6.522347E+05, 6.582030E+05, 6.642114E+05, 6.702600E+05, 6.763489E+05, 6.824784E+05, 6.886484E+05, 6.948593E+05, 7.011111E+05, 7.074040E+05, 7.137381E+05, 7.201135E+05, 7.265304E+05, 7.329890E+05, 7.394893E+05, 7.460315E+05, 7.526158E+05, 7.592423E+05, 7.659111E+05, 7.726223E+05, 7.793762E+05, 7.861728E+05, 7.930123E+05, 7.998948E+05, 8.068204E+05, 8.137893E+05, 8.208016E+05, 8.278575E+05, 8.349570E+05, 8.421004E+05, 8.492877E+05, 8.565191E+05, 8.637947E+05, 8.711146E+05, 8.784790E+05, 8.858880E+05, 8.933418E+05, 9.008404E+05, 9.083839E+05, 9.159726E+05, 9.236066E+05, 9.312859E+05, 9.390107E+05, 9.467811E+05, 9.545973E+05, 9.624593E+05, 9.703674E+05, 9.783215E+05, 9.863219E+05, 9.943687E+05, 1.002462E+06, 1.010602E+06, 1.018788E+06, 1.027022E+06, 1.035302E+06, 1.043630E+06, 1.052004E+06, 1.060426E+06, ]) # ============================ M = 2, I = 8 ============================ M = 2 I = 8 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.349885E+01, 1.182553E+02, 2.350752E+02, 3.519126E+02, 4.687565E+02, 5.856046E+02, 7.024565E+02, 8.193134E+02, 9.361825E+02, 1.053085E+03, 1.170070E+03, 1.287219E+03, 1.404657E+03, 1.522547E+03, 1.641091E+03, 1.760516E+03, 1.881075E+03, 2.003027E+03, 2.126643E+03, 2.252191E+03, 2.379939E+03, 2.510145E+03, 2.643062E+03, 2.778937E+03, 2.918003E+03, 3.060491E+03, 3.206618E+03, 3.356598E+03, 3.510638E+03, 3.668938E+03, 3.831693E+03, 3.999094E+03, 4.171330E+03, 4.348586E+03, 4.531043E+03, 4.718883E+03, 4.912286E+03, 5.111429E+03, 5.316492E+03, 5.527652E+03, 5.745089E+03, 5.968981E+03, 6.199509E+03, 6.436854E+03, 6.681199E+03, 6.932728E+03, 7.191626E+03, 7.458082E+03, 7.732286E+03, 8.014429E+03, 8.304706E+03, 8.603314E+03, 8.910451E+03, 9.226321E+03, 9.551128E+03, 9.885079E+03, 1.022838E+04, 1.058126E+04, 1.094392E+04, 1.131658E+04, 1.169946E+04, 1.209280E+04, 1.249682E+04, 1.291176E+04, 1.333784E+04, 1.377531E+04, 1.422440E+04, 1.468538E+04, 1.515848E+04, 1.564395E+04, 1.614206E+04, 1.665307E+04, 1.717723E+04, 1.771481E+04, 1.826609E+04, 1.883135E+04, 1.941085E+04, 2.000488E+04, 2.061373E+04, 2.123769E+04, 2.187705E+04, 2.253210E+04, 2.320316E+04, 2.389053E+04, 2.459451E+04, 2.531542E+04, 2.605358E+04, 2.680931E+04, 2.758293E+04, 2.837479E+04, 2.918520E+04, 3.001451E+04, 3.086307E+04, 3.173121E+04, 3.261930E+04, 3.352768E+04, 3.445672E+04, 3.540678E+04, 3.637823E+04, 3.737145E+04, 3.838680E+04, 3.942468E+04, 4.048547E+04, 4.156957E+04, 4.267735E+04, 4.380924E+04, 4.496563E+04, 4.614693E+04, 4.735356E+04, 4.858594E+04, 4.984448E+04, 5.112962E+04, 5.244180E+04, 5.378144E+04, 5.514899E+04, 5.654490E+04, 5.796963E+04, 5.942362E+04, 6.090735E+04, 6.242127E+04, 6.396586E+04, 6.554160E+04, 6.714897E+04, 6.878846E+04, 7.046055E+04, 7.216575E+04, 7.390455E+04, 7.567747E+04, 7.748502E+04, 7.932771E+04, 8.120607E+04, 8.312062E+04, 8.507190E+04, 8.706044E+04, 8.908679E+04, 9.115150E+04, 9.325512E+04, 9.539821E+04, 9.758133E+04, 9.980506E+04, 1.020700E+05, 1.043766E+05, 1.067256E+05, 1.091176E+05, 1.115530E+05, 1.140327E+05, 1.165570E+05, 1.191267E+05, 1.217424E+05, 1.244046E+05, 1.271141E+05, 1.298714E+05, 1.326773E+05, 1.355322E+05, 1.384370E+05, 1.413922E+05, 1.443985E+05, 1.474566E+05, 1.505671E+05, 1.537308E+05, 1.569482E+05, 1.602202E+05, 1.635473E+05, 1.669303E+05, 1.703700E+05, 1.738669E+05, 1.774218E+05, 1.810354E+05, 1.847086E+05, 1.884419E+05, 1.922361E+05, 1.960920E+05, 2.000103E+05, 2.039918E+05, 2.080372E+05, 2.121473E+05, 2.163229E+05, 2.205647E+05, 2.248735E+05, 2.292501E+05, 2.336953E+05, 2.382098E+05, 2.427946E+05, 2.474503E+05, 2.521777E+05, 2.569778E+05, 2.618513E+05, 2.667991E+05, 2.718219E+05, 2.769206E+05, 2.820960E+05, 2.873490E+05, 2.926805E+05, 2.980912E+05, 3.035821E+05, 3.091539E+05, 3.148076E+05, 3.205440E+05, 3.263641E+05, 3.322686E+05, 3.382585E+05, 3.443346E+05, 3.504978E+05, 3.567491E+05, 3.630893E+05, 3.695193E+05, 3.760401E+05, 3.826525E+05, 3.893574E+05, 3.961558E+05, 4.030486E+05, 4.100368E+05, 4.171211E+05, 4.243026E+05, 4.315823E+05, 4.389609E+05, 4.464396E+05, 4.540192E+05, 4.617006E+05, 4.694848E+05, 4.773728E+05, 4.853655E+05, 4.934639E+05, 5.016689E+05, 5.099816E+05, 5.184027E+05, 5.269334E+05, 5.355745E+05, 5.443271E+05, 5.531922E+05, 5.621706E+05, 5.712634E+05, 5.804715E+05, 5.897960E+05, 5.992377E+05, 6.087978E+05, 6.184771E+05, 6.282766E+05, 6.381974E+05, 6.482404E+05, 6.584066E+05, 6.686970E+05, 6.791126E+05, 6.896543E+05, 7.003231E+05, 7.111201E+05, 7.220463E+05, 7.331025E+05, 7.442898E+05, 7.556093E+05, 7.670618E+05, 7.786484E+05, 7.903700E+05, 8.022277E+05, 8.142224E+05, 8.263551E+05, 8.386268E+05, 8.510385E+05, 8.635912E+05, 8.762859E+05, 8.891234E+05, 9.021049E+05, 9.152313E+05, 9.285036E+05, 9.419227E+05, 9.554896E+05, 9.692054E+05, 9.830709E+05, 9.970871E+05, 1.011255E+06, 1.025576E+06, 1.040050E+06, 1.054679E+06, 1.069463E+06, 1.084404E+06, 1.099503E+06, 1.114759E+06, 1.130175E+06, 1.145752E+06, 1.161490E+06, 1.177390E+06, 1.193453E+06, 1.209680E+06, 1.226072E+06, 1.242630E+06, 1.259355E+06, 1.276247E+06, 1.293309E+06, 1.310540E+06, 1.327941E+06, 1.345514E+06, 1.363259E+06, 1.381177E+06, 1.399270E+06, 1.417537E+06, 1.435980E+06, 1.454600E+06, 1.473398E+06, 1.492374E+06, 1.511530E+06, 1.530865E+06, 1.550382E+06, 1.570081E+06, 1.589963E+06, 1.610028E+06, 1.630277E+06, 1.650712E+06, 1.671334E+06, 1.692142E+06, 1.713138E+06, 1.734322E+06, 1.755696E+06, 1.777260E+06, 1.799016E+06, 1.820963E+06, 1.843102E+06, 1.865435E+06, 1.887962E+06, 1.910684E+06, 1.933602E+06, 1.956716E+06, 1.980028E+06, 2.003537E+06, 2.027245E+06, 2.051153E+06, 2.075260E+06, 2.099569E+06, 2.124079E+06, 2.148792E+06, 2.173707E+06, 2.198826E+06, 2.224150E+06, 2.249679E+06, 2.275413E+06, 2.301354E+06, 2.327503E+06, 2.353859E+06, 2.380423E+06, 2.407197E+06, 2.434180E+06, 2.461374E+06, 2.488778E+06, 2.516395E+06, 2.544224E+06, 2.572265E+06, 2.600520E+06, 2.628989E+06, 2.657673E+06, 2.686572E+06, 2.715687E+06, 2.745018E+06, ]) # ============================ M = 2, I = 9 ============================ M = 2 I = 9 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.124398E+01, 3.467767E+02, 6.874655E+02, 1.028184E+03, 1.368916E+03, 1.709659E+03, 2.050411E+03, 2.391177E+03, 2.731977E+03, 3.072873E+03, 3.413999E+03, 3.755593E+03, 4.098008E+03, 4.441716E+03, 4.787291E+03, 5.135394E+03, 5.486745E+03, 5.842100E+03, 6.202236E+03, 6.567930E+03, 6.939951E+03, 7.319052E+03, 7.705964E+03, 8.101393E+03, 8.506022E+03, 8.920507E+03, 9.345485E+03, 9.781568E+03, 1.022935E+04, 1.068941E+04, 1.116231E+04, 1.164861E+04, 1.214884E+04, 1.266353E+04, 1.319321E+04, 1.373840E+04, 1.429962E+04, 1.487737E+04, 1.547218E+04, 1.608455E+04, 1.671499E+04, 1.736403E+04, 1.803218E+04, 1.871995E+04, 1.942788E+04, 2.015649E+04, 2.090631E+04, 2.167789E+04, 2.247176E+04, 2.328849E+04, 2.412862E+04, 2.499273E+04, 2.588137E+04, 2.679514E+04, 2.773462E+04, 2.870040E+04, 2.969309E+04, 3.071329E+04, 3.176164E+04, 3.283875E+04, 3.394526E+04, 3.508183E+04, 3.624910E+04, 3.744775E+04, 3.867844E+04, 3.994186E+04, 4.123871E+04, 4.256970E+04, 4.393552E+04, 4.533691E+04, 4.677461E+04, 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1.837622E+07, 1.855195E+07, 1.872893E+07, 1.890716E+07, 1.908665E+07, 1.926741E+07, 1.944943E+07, 1.963273E+07, 1.981731E+07, 2.000318E+07, 2.019033E+07, 2.037878E+07, 2.056853E+07, 2.075958E+07, 2.095194E+07, 2.114561E+07, 2.134061E+07, 2.153692E+07, 2.173457E+07, 2.193355E+07, 2.213386E+07, 2.233552E+07, 2.253853E+07, 2.274289E+07, 2.294861E+07, 2.315569E+07, 2.336414E+07, 2.357396E+07, 2.378516E+07, 2.399773E+07, 2.421170E+07, 2.442705E+07, 2.464380E+07, 2.486195E+07, 2.508150E+07, 2.530247E+07, 2.552484E+07, 2.574864E+07, 2.597386E+07, 2.620050E+07, 2.642858E+07, 2.665810E+07, 2.688905E+07, 2.712145E+07, 2.735531E+07, 2.759061E+07, 2.782738E+07, 2.806561E+07, 2.830531E+07, 2.854648E+07, 2.878912E+07, 2.903325E+07, 2.927887E+07, 2.952597E+07, 2.977457E+07, 3.002467E+07, 3.027627E+07, 3.052938E+07, 3.078400E+07, 3.104013E+07, 3.129779E+07, 3.155697E+07, 3.181768E+07, 3.207992E+07, 3.234369E+07, 3.260901E+07, 3.287587E+07, 3.314429E+07, 3.341425E+07, 3.368578E+07, 3.395886E+07, 3.423351E+07, 3.450973E+07, 3.478752E+07, 3.506689E+07, ]) # ============================ M = 2, I = 10 ============================ M = 2 I = 10 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.501701E+00, 2.037698E+01, 4.041608E+01, 6.045679E+01, 8.049826E+01, 1.005403E+02, 1.205830E+02, 1.406267E+02, 1.606730E+02, 1.807272E+02, 2.007996E+02, 2.209078E+02, 2.410772E+02, 2.613407E+02, 2.817372E+02, 3.023108E+02, 3.231083E+02, 3.441784E+02, 3.655704E+02, 3.873331E+02, 4.095144E+02, 4.321608E+02, 4.553171E+02, 4.790268E+02, 5.033314E+02, 5.282712E+02, 5.538847E+02, 5.802097E+02, 6.072822E+02, 6.351379E+02, 6.638113E+02, 6.933363E+02, 7.237463E+02, 7.550741E+02, 7.873526E+02, 8.206140E+02, 8.548906E+02, 8.902146E+02, 9.266183E+02, 9.641340E+02, 1.002794E+03, 1.042631E+03, 1.083678E+03, 1.125968E+03, 1.169534E+03, 1.214410E+03, 1.260631E+03, 1.308231E+03, 1.357244E+03, 1.407706E+03, 1.459654E+03, 1.513123E+03, 1.568151E+03, 1.624774E+03, 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1.843890E+05, 1.870802E+05, 1.898026E+05, 1.925563E+05, 1.953416E+05, 1.981589E+05, 2.010083E+05, 2.038901E+05, 2.068046E+05, 2.097521E+05, 2.127327E+05, 2.157469E+05, 2.187948E+05, 2.218767E+05, 2.249929E+05, 2.281437E+05, 2.313294E+05, 2.345501E+05, 2.378063E+05, 2.410981E+05, 2.444258E+05, 2.477898E+05, 2.511903E+05, 2.546276E+05, 2.581019E+05, 2.616136E+05, 2.651629E+05, 2.687502E+05, 2.723756E+05, 2.760396E+05, 2.797423E+05, 2.834841E+05, 2.872653E+05, 2.910861E+05, 2.949468E+05, 2.988479E+05, 3.027894E+05, 3.067718E+05, 3.107952E+05, 3.148602E+05, 3.189668E+05, 3.231155E+05, 3.273064E+05, 3.315400E+05, 3.358165E+05, 3.401363E+05, 3.444995E+05, 3.489066E+05, 3.533579E+05, 3.578536E+05, 3.623940E+05, 3.669795E+05, 3.716104E+05, 3.762869E+05, 3.810094E+05, 3.857783E+05, 3.905937E+05, 3.954560E+05, 4.003656E+05, 4.053228E+05, 4.103278E+05, 4.153810E+05, 4.204827E+05, 4.256332E+05, 4.308328E+05, 4.360819E+05, 4.413808E+05, 4.467297E+05, 4.521291E+05, 4.575792E+05, 4.630804E+05, 4.686329E+05, 4.742371E+05, 4.798934E+05, 4.856020E+05, 4.913632E+05, 4.971775E+05, 5.030451E+05, 5.089664E+05, 5.149416E+05, 5.209711E+05, 5.270553E+05, 5.331944E+05, 5.393888E+05, 5.456389E+05, 5.519449E+05, 5.583071E+05, 5.647260E+05, 5.712019E+05, 5.777350E+05, 5.843257E+05, 5.909743E+05, 5.976812E+05, 6.044468E+05, 6.112712E+05, 6.181550E+05, 6.250983E+05, 6.321016E+05, 6.391652E+05, 6.462894E+05, 6.534745E+05, 6.607209E+05, 6.680289E+05, 6.753989E+05, 6.828311E+05, 6.903260E+05, 6.978839E+05, 7.055051E+05, 7.131898E+05, 7.209386E+05, 7.287517E+05, 7.366294E+05, 7.445721E+05, 7.525801E+05, 7.606538E+05, 7.687935E+05, 7.769995E+05, 7.852722E+05, 7.936119E+05, 8.020190E+05, 8.104937E+05, 8.190364E+05, 8.276476E+05, 8.363274E+05, 8.450762E+05, 8.538944E+05, 8.627824E+05, 8.717403E+05, 8.807687E+05, 8.898678E+05, 8.990379E+05, 9.082794E+05, 9.175927E+05, 9.269780E+05, 9.364357E+05, 9.459661E+05, 9.555697E+05, 9.652466E+05, 9.749973E+05, 9.848220E+05, 9.947212E+05, 1.004695E+06, 1.014744E+06, 1.024868E+06, 1.035069E+06, 1.045345E+06, 1.055697E+06, 1.066127E+06, 1.076633E+06, 1.087217E+06, 1.097879E+06, 1.108618E+06, 1.119436E+06, 1.130333E+06, 1.141309E+06, 1.152364E+06, 1.163499E+06, 1.174714E+06, 1.186009E+06, 1.197385E+06, 1.208842E+06, 1.220381E+06, 1.232001E+06, 1.243703E+06, 1.255487E+06, 1.267354E+06, 1.279304E+06, 1.291337E+06, 1.303454E+06, 1.315655E+06, 1.327940E+06, 1.340309E+06, 1.352764E+06, 1.365303E+06, 1.377928E+06, 1.390639E+06, 1.403436E+06, 1.416320E+06, 1.429290E+06, 1.442347E+06, 1.455492E+06, 1.468725E+06, 1.482045E+06, 1.495454E+06, 1.508952E+06, 1.522538E+06, 1.536214E+06, 1.549979E+06, 1.563834E+06, 1.577779E+06, 1.591815E+06, 1.605942E+06, 1.620159E+06, 1.634468E+06, 1.648869E+06, 1.663361E+06, 1.677946E+06, 1.692624E+06, 1.707394E+06, 1.722258E+06, 1.737215E+06, 1.752265E+06, 1.767410E+06, 1.782649E+06, 1.797983E+06, 1.813412E+06, 1.828936E+06, 1.844555E+06, 1.860270E+06, 1.876081E+06, 1.891989E+06, 1.907993E+06, 1.924094E+06, 1.940292E+06, 1.956588E+06, 1.972981E+06, 1.989473E+06, 2.006063E+06, 2.022751E+06, 2.039538E+06, 2.056425E+06, 2.073411E+06, 2.090496E+06, 2.107681E+06, 2.124967E+06, 2.142353E+06, 2.159840E+06, 2.177427E+06, 2.195116E+06, 2.212907E+06, 2.230799E+06, 2.248794E+06, 2.266890E+06, 2.285090E+06, ]) # ============================ M = 2, I = 11 ============================ M = 2 I = 11 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.782336E+01, 2.377063E+02, 4.713559E+02, 7.050250E+02, 9.387032E+02, 1.172389E+03, 1.406081E+03, 1.639784E+03, 1.873519E+03, 2.107340E+03, 2.341368E+03, 2.575803E+03, 2.810933E+03, 3.047136E+03, 3.284860E+03, 3.524610E+03, 3.766927E+03, 4.012372E+03, 4.261515E+03, 4.514919E+03, 4.773138E+03, 5.036708E+03, 5.306149E+03, 5.581961E+03, 5.864626E+03, 6.154605E+03, 6.452347E+03, 6.758283E+03, 7.072832E+03, 7.396401E+03, 7.729390E+03, 8.072188E+03, 8.425179E+03, 8.788741E+03, 9.163250E+03, 9.549077E+03, 9.946594E+03, 1.035617E+04, 1.077817E+04, 1.121298E+04, 1.166095E+04, 1.212248E+04, 1.259792E+04, 1.308766E+04, 1.359210E+04, 1.411160E+04, 1.464657E+04, 1.519740E+04, 1.576448E+04, 1.634824E+04, 1.694907E+04, 1.756740E+04, 1.820364E+04, 1.885823E+04, 1.953160E+04, 2.022419E+04, 2.093644E+04, 2.166882E+04, 2.242177E+04, 2.319578E+04, 2.399130E+04, 2.480882E+04, 2.564884E+04, 2.651184E+04, 2.739833E+04, 2.830881E+04, 2.924380E+04, 3.020384E+04, 3.118944E+04, 3.220115E+04, 3.323952E+04, 3.430510E+04, 3.539846E+04, 3.652016E+04, 3.767079E+04, 3.885093E+04, 4.006118E+04, 4.130215E+04, 4.257443E+04, 4.387866E+04, 4.521547E+04, 4.658548E+04, 4.798935E+04, 4.942773E+04, 5.090128E+04, 5.241068E+04, 5.395660E+04, 5.553974E+04, 5.716079E+04, 5.882046E+04, 6.051947E+04, 6.225855E+04, 6.403842E+04, 6.585983E+04, 6.772353E+04, 6.963030E+04, 7.158089E+04, 7.357609E+04, 7.561670E+04, 7.770351E+04, 7.983732E+04, 8.201898E+04, 8.424929E+04, 8.652910E+04, 8.885926E+04, 9.124064E+04, 9.367409E+04, 9.616050E+04, 9.870075E+04, 1.012958E+05, 1.039464E+05, 1.066536E+05, 1.094184E+05, 1.122416E+05, 1.151241E+05, 1.180671E+05, 1.210714E+05, 1.241379E+05, 1.272678E+05, 1.304620E+05, 1.337215E+05, 1.370474E+05, 1.404406E+05, 1.439023E+05, 1.474335E+05, 1.510352E+05, 1.547086E+05, 1.584547E+05, 1.622746E+05, 1.661694E+05, 1.701404E+05, 1.741885E+05, 1.783149E+05, 1.825209E+05, 1.868075E+05, 1.911760E+05, 1.956276E+05, 2.001634E+05, 2.047846E+05, 2.094925E+05, 2.142884E+05, 2.191734E+05, 2.241489E+05, 2.292161E+05, 2.343762E+05, 2.396307E+05, 2.449807E+05, 2.504276E+05, 2.559728E+05, 2.616176E+05, 2.673633E+05, 2.732113E+05, 2.791630E+05, 2.852198E+05, 2.913830E+05, 2.976542E+05, 3.040346E+05, 3.105258E+05, 3.171291E+05, 3.238462E+05, 3.306783E+05, 3.376271E+05, 3.446939E+05, 3.518804E+05, 3.591880E+05, 3.666183E+05, 3.741727E+05, 3.818530E+05, 3.896605E+05, 3.975970E+05, 4.056639E+05, 4.138629E+05, 4.221956E+05, 4.306637E+05, 4.392687E+05, 4.480123E+05, 4.568962E+05, 4.659220E+05, 4.750914E+05, 4.844062E+05, 4.938679E+05, 5.034784E+05, 5.132393E+05, 5.231523E+05, 5.332193E+05, 5.434420E+05, 5.538222E+05, 5.643615E+05, 5.750619E+05, 5.859251E+05, 5.969529E+05, 6.081472E+05, 6.195097E+05, 6.310424E+05, 6.427470E+05, 6.546254E+05, 6.666796E+05, 6.789113E+05, 6.913224E+05, 7.039149E+05, 7.166907E+05, 7.296517E+05, 7.427997E+05, 7.561368E+05, 7.696649E+05, 7.833859E+05, 7.973017E+05, 8.114145E+05, 8.257260E+05, 8.402384E+05, 8.549535E+05, 8.698735E+05, 8.850003E+05, 9.003358E+05, 9.158823E+05, 9.316415E+05, 9.476157E+05, 9.638068E+05, 9.802169E+05, 9.968481E+05, 1.013702E+06, 1.030782E+06, 1.048088E+06, 1.065624E+06, 1.083392E+06, 1.101392E+06, 1.119629E+06, 1.138103E+06, 1.156816E+06, 1.175772E+06, 1.194972E+06, 1.214417E+06, 1.234111E+06, 1.254055E+06, 1.274252E+06, 1.294703E+06, 1.315411E+06, 1.336378E+06, 1.357606E+06, 1.379096E+06, 1.400852E+06, 1.422876E+06, 1.445169E+06, 1.467733E+06, 1.490572E+06, 1.513686E+06, 1.537079E+06, 1.560751E+06, 1.584706E+06, 1.608946E+06, 1.633472E+06, 1.658288E+06, 1.683394E+06, 1.708793E+06, 1.734488E+06, 1.760480E+06, 1.786771E+06, 1.813364E+06, 1.840261E+06, 1.867464E+06, 1.894976E+06, 1.922797E+06, 1.950931E+06, 1.979379E+06, 2.008144E+06, 2.037228E+06, 2.066632E+06, 2.096360E+06, 2.126412E+06, 2.156792E+06, 2.187501E+06, 2.218542E+06, 2.249916E+06, 2.281625E+06, 2.313672E+06, 2.346059E+06, 2.378788E+06, 2.411860E+06, 2.445279E+06, 2.479045E+06, 2.513162E+06, 2.547630E+06, 2.582453E+06, 2.617632E+06, 2.653169E+06, 2.689066E+06, 2.725325E+06, 2.761949E+06, 2.798938E+06, 2.836296E+06, 2.874024E+06, 2.912124E+06, 2.950598E+06, 2.989448E+06, 3.028676E+06, 3.068283E+06, 3.108273E+06, 3.148646E+06, 3.189405E+06, 3.230551E+06, 3.272087E+06, 3.314014E+06, 3.356334E+06, 3.399050E+06, 3.442162E+06, 3.485672E+06, 3.529583E+06, 3.573897E+06, 3.618614E+06, 3.663738E+06, 3.709269E+06, 3.755210E+06, 3.801562E+06, 3.848326E+06, 3.895506E+06, 3.943102E+06, 3.991116E+06, 4.039550E+06, 4.088405E+06, 4.137684E+06, 4.187388E+06, 4.237518E+06, 4.288076E+06, 4.339064E+06, 4.390483E+06, 4.442336E+06, 4.494623E+06, 4.547346E+06, 4.600507E+06, 4.654107E+06, 4.708148E+06, 4.762632E+06, 4.817559E+06, 4.872932E+06, 4.928751E+06, 4.985019E+06, 5.041736E+06, 5.098905E+06, 5.156527E+06, 5.214602E+06, 5.273133E+06, 5.332121E+06, 5.391567E+06, 5.451473E+06, 5.511839E+06, 5.572668E+06, 5.633960E+06, 5.695718E+06, 5.757941E+06, 5.820632E+06, 5.883792E+06, ]) # ============================ M = 2, I = 12 ============================ M = 2 I = 12 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 8.248684E+01, 6.935307E+02, 1.374885E+03, 2.056300E+03, 2.737742E+03, 3.419204E+03, 4.100687E+03, 4.782202E+03, 5.463804E+03, 6.145652E+03, 6.828084E+03, 7.511669E+03, 8.197237E+03, 8.885863E+03, 9.578839E+03, 1.027762E+04, 1.098375E+04, 1.169888E+04, 1.242462E+04, 1.316262E+04, 1.391448E+04, 1.468174E+04, 1.546592E+04, 1.626844E+04, 1.709071E+04, 1.793406E+04, 1.879978E+04, 1.968911E+04, 2.060327E+04, 2.154342E+04, 2.251072E+04, 2.350629E+04, 2.453123E+04, 2.558663E+04, 2.667356E+04, 2.779311E+04, 2.894632E+04, 3.013427E+04, 3.135801E+04, 3.261861E+04, 3.391713E+04, 3.525466E+04, 3.663226E+04, 3.805104E+04, 3.951208E+04, 4.101651E+04, 4.256543E+04, 4.415999E+04, 4.580134E+04, 4.749064E+04, 4.922906E+04, 5.101780E+04, 5.285807E+04, 5.475111E+04, 5.669814E+04, 5.870045E+04, 6.075930E+04, 6.287599E+04, 6.505185E+04, 6.728821E+04, 6.958642E+04, 7.194787E+04, 7.437395E+04, 7.686608E+04, 7.942570E+04, 8.205426E+04, 8.475325E+04, 8.752416E+04, 9.036852E+04, 9.328788E+04, 9.628381E+04, 9.935788E+04, 1.025117E+05, 1.057470E+05, 1.090652E+05, 1.124683E+05, 1.159577E+05, 1.195354E+05, 1.232029E+05, 1.269622E+05, 1.308149E+05, 1.347630E+05, 1.388082E+05, 1.429524E+05, 1.471976E+05, 1.515456E+05, 1.559985E+05, 1.605581E+05, 1.652265E+05, 1.700056E+05, 1.748976E+05, 1.799046E+05, 1.850285E+05, 1.902716E+05, 1.956360E+05, 2.011239E+05, 2.067374E+05, 2.124789E+05, 2.183506E+05, 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2.558764E+07, 2.586069E+07, 2.613597E+07, 2.641348E+07, 2.669324E+07, 2.697525E+07, 2.725953E+07, 2.754608E+07, 2.783493E+07, 2.812608E+07, 2.841954E+07, 2.871533E+07, 2.901345E+07, 2.931392E+07, 2.961674E+07, 2.992193E+07, 3.022951E+07, 3.053947E+07, 3.085184E+07, 3.116662E+07, 3.148383E+07, 3.180347E+07, 3.212557E+07, 3.245012E+07, 3.277714E+07, 3.310664E+07, 3.343863E+07, 3.377313E+07, 3.411014E+07, 3.444968E+07, 3.479176E+07, 3.513638E+07, 3.548356E+07, 3.583331E+07, 3.618565E+07, 3.654058E+07, 3.689811E+07, 3.725825E+07, 3.762102E+07, 3.798643E+07, 3.835449E+07, 3.872520E+07, 3.909858E+07, 3.947465E+07, 3.985340E+07, 4.023486E+07, 4.061903E+07, 4.100593E+07, 4.139556E+07, 4.178793E+07, 4.218306E+07, 4.258096E+07, 4.298164E+07, 4.338511E+07, 4.379137E+07, 4.420045E+07, 4.461235E+07, 4.502708E+07, 4.544465E+07, 4.586507E+07, 4.628836E+07, 4.671452E+07, 4.714357E+07, 4.757551E+07, 4.801035E+07, 4.844811E+07, 4.888880E+07, 4.933243E+07, 4.977900E+07, 5.022853E+07, 5.068103E+07, 5.113650E+07, 5.159497E+07, 5.205643E+07, 5.252090E+07, 5.298839E+07, 5.345891E+07, 5.393247E+07, 5.440908E+07, 5.488874E+07, 5.537148E+07, 5.585729E+07, 5.634620E+07, 5.683820E+07, 5.733331E+07, 5.783155E+07, 5.833291E+07, 5.883740E+07, 5.934505E+07, 5.985586E+07, 6.036983E+07, 6.088698E+07, 6.140731E+07, 6.193085E+07, 6.245759E+07, 6.298754E+07, 6.352072E+07, 6.405713E+07, 6.459679E+07, 6.513970E+07, 6.568587E+07, 6.623532E+07, 6.678804E+07, 6.734406E+07, 6.790337E+07, 6.846600E+07, 6.903194E+07, 6.960120E+07, 7.017381E+07, 7.074976E+07, 7.132906E+07, 7.191172E+07, 7.249775E+07, 7.308717E+07, 7.367997E+07, 7.427617E+07, 7.487578E+07, 7.547880E+07, ]) # ============================ M = 2, I = 13 ============================ M = 2 I = 13 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.172252E+00, 9.073562E+00, 1.797783E+01, 2.688295E+01, 3.578845E+01, 4.469422E+01, 5.360028E+01, 6.250679E+01, 7.141463E+01, 8.032624E+01, 8.924658E+01, 9.818397E+01, 1.071502E+02, 1.161606E+02, 1.252331E+02, 1.343876E+02, 1.436455E+02, 1.530287E+02, 1.625593E+02, 1.722590E+02, 1.821490E+02, 1.922498E+02, 2.025810E+02, 2.131615E+02, 2.240095E+02, 2.351422E+02, 2.465763E+02, 2.583281E+02, 2.704130E+02, 2.828462E+02, 2.956427E+02, 3.088168E+02, 3.223829E+02, 3.363550E+02, 3.507472E+02, 3.655733E+02, 3.808472E+02, 3.965827E+02, 4.127937E+02, 4.294940E+02, 4.466977E+02, 4.644188E+02, 4.826715E+02, 5.014701E+02, 5.208291E+02, 5.407631E+02, 5.612869E+02, 5.824155E+02, 6.041641E+02, 6.265480E+02, 6.495828E+02, 6.732844E+02, 6.976688E+02, 7.227522E+02, 7.485512E+02, 7.750824E+02, 8.023629E+02, 8.304100E+02, 8.592410E+02, 8.888739E+02, 9.193266E+02, 9.506173E+02, 9.827647E+02, 1.015788E+03, 1.049705E+03, 1.084537E+03, 1.120302E+03, 1.157021E+03, 1.194714E+03, 1.233401E+03, 1.273104E+03, 1.313843E+03, 1.355640E+03, 1.398516E+03, 1.442494E+03, 1.487597E+03, 1.533846E+03, 1.581264E+03, 1.629876E+03, 1.679705E+03, 1.730773E+03, 1.783107E+03, 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4.142702E+04, 4.211987E+04, 4.282201E+04, 4.353355E+04, 4.425457E+04, 4.498517E+04, 4.572545E+04, 4.647550E+04, 4.723541E+04, 4.800528E+04, 4.878521E+04, 4.957530E+04, 5.037564E+04, 5.118633E+04, 5.200747E+04, 5.283916E+04, 5.368149E+04, 5.453458E+04, 5.539852E+04, 5.627342E+04, 5.715937E+04, 5.805648E+04, 5.896485E+04, 5.988458E+04, 6.081579E+04, 6.175857E+04, 6.271304E+04, 6.367929E+04, 6.465744E+04, 6.564759E+04, 6.664985E+04, 6.766433E+04, 6.869114E+04, 6.973039E+04, 7.078218E+04, 7.184664E+04, 7.292386E+04, 7.401397E+04, 7.511707E+04, 7.623329E+04, 7.736272E+04, 7.850549E+04, 7.966171E+04, 8.083150E+04, 8.201497E+04, 8.321223E+04, 8.442342E+04, 8.564863E+04, 8.688800E+04, 8.814164E+04, 8.940967E+04, 9.069220E+04, 9.198936E+04, 9.330128E+04, 9.462806E+04, 9.596984E+04, 9.732673E+04, 9.869886E+04, 1.000864E+05, 1.014893E+05, 1.029079E+05, 1.043422E+05, 1.057924E+05, 1.072586E+05, 1.087409E+05, 1.102394E+05, 1.117543E+05, 1.132857E+05, 1.148337E+05, 1.163984E+05, 1.179801E+05, 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2.851571E+05, 2.883495E+05, 2.915696E+05, 2.948173E+05, 2.980929E+05, 3.013965E+05, 3.047283E+05, 3.080885E+05, 3.114771E+05, 3.148943E+05, 3.183404E+05, 3.218154E+05, 3.253194E+05, 3.288528E+05, 3.324156E+05, 3.360079E+05, 3.396300E+05, 3.432819E+05, 3.469639E+05, 3.506761E+05, 3.544186E+05, 3.581916E+05, 3.619953E+05, 3.658298E+05, 3.696952E+05, 3.735918E+05, 3.775196E+05, 3.814789E+05, 3.854698E+05, 3.894924E+05, 3.935469E+05, 3.976335E+05, 4.017523E+05, 4.059034E+05, 4.100871E+05, 4.143034E+05, 4.185526E+05, 4.228347E+05, 4.271500E+05, 4.314986E+05, 4.358806E+05, 4.402963E+05, 4.447456E+05, 4.492289E+05, 4.537463E+05, 4.582978E+05, 4.628838E+05, 4.675042E+05, 4.721594E+05, 4.768493E+05, 4.815743E+05, 4.863344E+05, 4.911297E+05, 4.959606E+05, 5.008270E+05, 5.057291E+05, 5.106672E+05, 5.156412E+05, 5.206515E+05, 5.256982E+05, 5.307813E+05, 5.359011E+05, 5.410577E+05, 5.462512E+05, 5.514819E+05, 5.567498E+05, 5.620551E+05, 5.673979E+05, 5.727784E+05, 5.781968E+05, 5.836532E+05, 5.891477E+05, 5.946806E+05, 6.002518E+05, 6.058616E+05, 6.115102E+05, 6.171977E+05, 6.229241E+05, 6.286898E+05, 6.344947E+05, 6.403391E+05, 6.462231E+05, 6.521469E+05, 6.581105E+05, 6.641142E+05, 6.701581E+05, 6.762423E+05, 6.823669E+05, 6.885322E+05, 6.947382E+05, 7.009851E+05, 7.072730E+05, 7.136021E+05, 7.199725E+05, 7.263844E+05, 7.328379E+05, 7.393330E+05, 7.458701E+05, 7.524491E+05, 7.590703E+05, 7.657338E+05, 7.724397E+05, 7.791881E+05, 7.859792E+05, 7.928132E+05, 7.996901E+05, 8.066100E+05, 8.135733E+05, 8.205798E+05, 8.276299E+05, 8.347236E+05, 8.418611E+05, 8.490424E+05, 8.562678E+05, 8.635373E+05, 8.708510E+05, 8.782092E+05, 8.856120E+05, 8.930594E+05, 9.005515E+05, 9.080887E+05, 9.156708E+05, 9.232981E+05, 9.309708E+05, 9.386888E+05, 9.464524E+05, 9.542617E+05, 9.621168E+05, 9.700178E+05, 9.779648E+05, 9.859580E+05, 9.939975E+05, 1.002083E+06, 1.010216E+06, 1.018395E+06, ]) # ============================ M = 3, I = 1 ============================ M = 3 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 7.816034E-01, 2.089359E+01, 5.855070E+01, 1.072485E+02, 1.648942E+02, 2.302764E+02, 3.025776E+02, 3.811979E+02, 4.656734E+02, 5.556343E+02, 6.507805E+02, 7.508699E+02, 8.557106E+02, 9.651565E+02, 1.079104E+03, 1.197491E+03, 1.320291E+03, 1.447512E+03, 1.579196E+03, 1.715413E+03, 1.856258E+03, 2.001852E+03, 2.152335E+03, 2.307867E+03, 2.468624E+03, 2.634798E+03, 2.806591E+03, 2.984219E+03, 3.167907E+03, 3.357889E+03, 3.554407E+03, 3.757711E+03, 3.968055E+03, 4.185700E+03, 4.410915E+03, 4.643969E+03, 4.885139E+03, 5.134706E+03, 5.392956E+03, 5.660177E+03, 5.936663E+03, 6.222711E+03, 6.518623E+03, 6.824706E+03, 7.141267E+03, 7.468622E+03, 7.807088E+03, 8.156985E+03, 8.518644E+03, 8.892392E+03, 9.278564E+03, 9.677501E+03, 1.008955E+04, 1.051505E+04, 1.095436E+04, 1.140784E+04, 1.187584E+04, 1.235875E+04, 1.285692E+04, 1.337074E+04, 1.390059E+04, 1.444685E+04, 1.500992E+04, 1.559019E+04, 1.618807E+04, 1.680397E+04, 1.743828E+04, 1.809145E+04, 1.876389E+04, 1.945602E+04, 2.016829E+04, 2.090114E+04, 2.165500E+04, 2.243034E+04, 2.322760E+04, 2.404726E+04, 2.488977E+04, 2.575563E+04, 2.664529E+04, 2.755926E+04, 2.849802E+04, 2.946207E+04, 3.045192E+04, 3.146808E+04, 3.251106E+04, 3.358138E+04, 3.467957E+04, 3.580618E+04, 3.696172E+04, 3.814677E+04, 3.936186E+04, 4.060757E+04, 4.188444E+04, 4.319306E+04, 4.453401E+04, 4.590786E+04, 4.731522E+04, 4.875668E+04, 5.023282E+04, 5.174430E+04, 5.329170E+04, ]) # ============================ M = 3, I = 2 ============================ M = 3 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.683569E+00, 4.539555E+01, 1.272773E+02, 2.331751E+02, 3.585357E+02, 5.007236E+02, 6.579606E+02, 8.289413E+02, 1.012658E+03, 1.208308E+03, 1.415243E+03, 1.632944E+03, 1.861004E+03, 2.099119E+03, 2.347085E+03, 2.604781E+03, 2.872175E+03, 3.149308E+03, 3.436294E+03, 3.733308E+03, 4.040582E+03, 4.358400E+03, 4.687093E+03, 5.027029E+03, 5.378615E+03, 5.742287E+03, 6.118508E+03, 6.507765E+03, 6.910571E+03, 7.327452E+03, 7.758956E+03, 8.205641E+03, 8.668085E+03, 9.146873E+03, 9.642607E+03, 1.015589E+04, 1.068736E+04, 1.123762E+04, 1.180734E+04, 1.239715E+04, 1.300772E+04, 1.363971E+04, 1.429380E+04, 1.497068E+04, 1.567104E+04, 1.639559E+04, 1.714505E+04, 1.792013E+04, 1.872159E+04, 1.955015E+04, 2.040657E+04, 2.129161E+04, 2.220606E+04, 2.315069E+04, 2.412630E+04, 2.513371E+04, 2.617371E+04, 2.724715E+04, 2.835486E+04, 2.949769E+04, 3.067651E+04, 3.189218E+04, 3.314560E+04, 3.443766E+04, 3.576927E+04, 3.714135E+04, 3.855482E+04, 4.001065E+04, 4.150979E+04, 4.305320E+04, 4.464187E+04, 4.627679E+04, 4.795897E+04, 4.968945E+04, 5.146923E+04, 5.329938E+04, 5.518095E+04, 5.711503E+04, 5.910269E+04, 6.114503E+04, 6.324316E+04, 6.539823E+04, 6.761136E+04, 6.988373E+04, 7.221645E+04, 7.461076E+04, 7.706784E+04, 7.958890E+04, 8.217517E+04, 8.482787E+04, 8.754825E+04, 9.033762E+04, 9.319720E+04, 9.612835E+04, 9.913232E+04, 1.022105E+05, 1.053642E+05, 1.085947E+05, 1.119035E+05, 1.152919E+05, 1.187613E+05, ]) # ============================ M = 3, I = 3 ============================ M = 3 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 8.301883E-01, 2.219189E+01, 6.219317E+01, 1.139230E+02, 1.751582E+02, 2.446118E+02, 3.214154E+02, 4.049317E+02, 4.946682E+02, 5.902322E+02, 6.913062E+02, 7.976348E+02, 9.090171E+02, 1.025302E+03, 1.146386E+03, 1.272209E+03, 1.402754E+03, 1.538038E+03, 1.678118E+03, 1.823080E+03, 1.973041E+03, 2.128142E+03, 2.288546E+03, 2.454440E+03, 2.626027E+03, 2.803523E+03, 2.987163E+03, 3.177187E+03, 3.373854E+03, 3.577424E+03, 3.788171E+03, 4.006374E+03, 4.232321E+03, 4.466301E+03, 4.708614E+03, 4.959563E+03, 5.219456E+03, 5.488607E+03, 5.767333E+03, 6.055955E+03, 6.354803E+03, 6.664206E+03, 6.984501E+03, 7.316027E+03, 7.659133E+03, 8.014163E+03, 8.381475E+03, 8.761427E+03, 9.154383E+03, 9.560709E+03, 9.980783E+03, 1.041498E+04, 1.086369E+04, 1.132729E+04, 1.180619E+04, 1.230077E+04, 1.281146E+04, 1.333865E+04, 1.388276E+04, 1.444421E+04, 1.502344E+04, 1.562086E+04, 1.623694E+04, 1.687210E+04, 1.752679E+04, 1.820149E+04, 1.889664E+04, 1.961271E+04, 2.035019E+04, 2.110954E+04, 2.189127E+04, 2.269587E+04, 2.352382E+04, 2.437564E+04, 2.525185E+04, 2.615296E+04, 2.707950E+04, 2.803199E+04, 2.901099E+04, 3.001703E+04, 3.105067E+04, 3.211247E+04, 3.320299E+04, 3.432281E+04, 3.547251E+04, 3.665267E+04, 3.786389E+04, 3.910677E+04, 4.038190E+04, 4.168993E+04, 4.303146E+04, 4.440712E+04, 4.581755E+04, 4.726340E+04, 4.874530E+04, 5.026392E+04, 5.181994E+04, 5.341400E+04, 5.504682E+04, 5.671907E+04, 5.843143E+04, ]) # ============================ M = 3, I = 4 ============================ M = 3 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 9.840205E+00, 2.642020E+02, 7.405732E+02, 1.356639E+03, 2.085918E+03, 2.913080E+03, 3.827780E+03, 4.822431E+03, 5.891166E+03, 7.029306E+03, 8.233073E+03, 9.499422E+03, 1.082596E+04, 1.221087E+04, 1.365292E+04, 1.515135E+04, 1.670590E+04, 1.831677E+04, 1.998453E+04, 2.171013E+04, 2.349487E+04, 2.534033E+04, 2.724837E+04, 2.922107E+04, 3.126074E+04, 3.336983E+04, 3.555101E+04, 3.780705E+04, 4.014086E+04, 4.255546E+04, 4.505398E+04, 4.763961E+04, 5.031566E+04, 5.308549E+04, 5.595251E+04, 5.892024E+04, 6.199222E+04, 6.517208E+04, 6.846347E+04, 7.187013E+04, 7.539580E+04, 7.904436E+04, 8.281967E+04, 8.672565E+04, 9.076629E+04, 9.494563E+04, 9.926777E+04, 1.037369E+05, 1.083571E+05, 1.131327E+05, 1.180681E+05, 1.231675E+05, 1.284355E+05, 1.338765E+05, 1.394950E+05, 1.452957E+05, 1.512833E+05, 1.574624E+05, 1.638379E+05, 1.704146E+05, 1.771976E+05, 1.841916E+05, 1.914019E+05, 1.988335E+05, 2.064917E+05, 2.143816E+05, 2.225087E+05, 2.308782E+05, 2.394959E+05, 2.483669E+05, 2.574972E+05, 2.668923E+05, 2.765580E+05, 2.865000E+05, 2.967244E+05, 3.072372E+05, 3.180442E+05, 3.291518E+05, 3.405660E+05, 3.522932E+05, 3.643396E+05, 3.767119E+05, 3.894164E+05, 4.024598E+05, 4.158486E+05, 4.295898E+05, 4.436900E+05, 4.581562E+05, 4.729955E+05, 4.882148E+05, 5.038212E+05, 5.198221E+05, 5.362247E+05, 5.530365E+05, 5.702649E+05, 5.879175E+05, 6.060019E+05, 6.245259E+05, 6.434972E+05, 6.629238E+05, 6.828136E+05, ]) # ============================ M = 3, I = 5 ============================ M = 3 I = 5 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.883313E+00, 1.305121E+02, 3.657483E+02, 6.699547E+02, 1.030058E+03, 1.438490E+03, 1.890145E+03, 2.381273E+03, 2.908981E+03, 3.470955E+03, 4.065327E+03, 4.690588E+03, 5.345548E+03, 6.029308E+03, 6.741241E+03, 7.480971E+03, 8.248367E+03, 9.043509E+03, 9.866692E+03, 1.071839E+04, 1.159924E+04, 1.251004E+04, 1.345171E+04, 1.442530E+04, 1.543195E+04, 1.647290E+04, 1.754948E+04, 1.866306E+04, 1.981512E+04, 2.100715E+04, 2.224071E+04, 2.351741E+04, 2.483888E+04, 2.620680E+04, 2.762289E+04, 2.908888E+04, 3.060654E+04, 3.217767E+04, 3.380411E+04, 3.548770E+04, 3.723032E+04, 3.903388E+04, 4.090031E+04, 4.283156E+04, 4.482963E+04, 4.689650E+04, 4.903424E+04, 5.124489E+04, 5.353055E+04, 5.589333E+04, 5.833539E+04, 6.085889E+04, 6.346604E+04, 6.615907E+04, 6.894025E+04, 7.181187E+04, 7.477626E+04, 7.783576E+04, 8.099278E+04, 8.424971E+04, 8.760902E+04, 9.107318E+04, 9.464473E+04, 9.832620E+04, 1.021202E+05, 1.060293E+05, 1.100562E+05, 1.142035E+05, 1.184741E+05, 1.228706E+05, 1.273958E+05, 1.320526E+05, 1.368438E+05, 1.417724E+05, 1.468413E+05, 1.520534E+05, 1.574117E+05, 1.629194E+05, 1.685795E+05, 1.743951E+05, 1.803694E+05, 1.865055E+05, 1.928069E+05, 1.992766E+05, 2.059180E+05, 2.127346E+05, 2.197297E+05, 2.269067E+05, 2.342691E+05, 2.418205E+05, 2.495643E+05, 2.575042E+05, 2.656439E+05, 2.739870E+05, 2.825372E+05, 2.912983E+05, 3.002741E+05, 3.094685E+05, 3.188854E+05, 3.285286E+05, 3.384022E+05, ]) # ============================ M = 3, I = 6 ============================ M = 3 I = 6 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.756012E+00, 4.734569E+01, 1.327529E+02, 2.432115E+02, 3.739717E+02, 5.222843E+02, 6.862943E+02, 8.646404E+02, 1.056272E+03, 1.260352E+03, 1.476208E+03, 1.703302E+03, 1.941216E+03, 2.189645E+03, 2.448386E+03, 2.717333E+03, 2.996470E+03, 3.285866E+03, 3.585663E+03, 3.896074E+03, 4.217372E+03, 4.549885E+03, 4.893992E+03, 5.250111E+03, 5.618700E+03, 6.000248E+03, 6.395274E+03, 6.804322E+03, 7.227959E+03, 7.666769E+03, 8.121354E+03, 8.592336E+03, 9.080345E+03, 9.586027E+03, 1.011004E+04, 1.065306E+04, 1.121576E+04, 1.179883E+04, 1.240298E+04, 1.302891E+04, 1.367735E+04, 1.434904E+04, 1.504471E+04, 1.576511E+04, 1.651101E+04, 1.728318E+04, 1.808240E+04, 1.890947E+04, 1.976519E+04, 2.065038E+04, 2.156587E+04, 2.251249E+04, 2.349110E+04, 2.450255E+04, 2.554771E+04, 2.662749E+04, 2.774276E+04, 2.889445E+04, 3.008347E+04, 3.131077E+04, 3.257728E+04, 3.388396E+04, 3.523180E+04, 3.662178E+04, 3.805490E+04, 3.953218E+04, 4.105463E+04, 4.262331E+04, 4.423926E+04, 4.590357E+04, 4.761731E+04, 4.938156E+04, 5.119747E+04, 5.306613E+04, 5.498871E+04, 5.696635E+04, 5.900021E+04, 6.109150E+04, 6.324139E+04, 6.545113E+04, 6.772190E+04, 7.005500E+04, 7.245165E+04, 7.491314E+04, 7.744076E+04, 8.003582E+04, 8.269964E+04, 8.543356E+04, 8.823892E+04, 9.111711E+04, 9.406948E+04, 9.709748E+04, 1.002025E+05, 1.033859E+05, 1.066493E+05, 1.099941E+05, 1.134217E+05, 1.169336E+05, 1.205314E+05, 1.242167E+05, 1.279908E+05, ]) # ============================ M = 3, I = 7 ============================ M = 3 I = 7 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 8.920034E-01, 2.424565E+01, 6.801077E+01, 1.246169E+02, 1.916290E+02, 2.676377E+02, 3.516920E+02, 4.430945E+02, 5.413065E+02, 6.458999E+02, 7.565315E+02, 8.729280E+02, 9.948787E+02, 1.122230E+03, 1.254883E+03, 1.392784E+03, 1.535930E+03, 1.684354E+03, 1.838131E+03, 1.997368E+03, 2.162202E+03, 2.332798E+03, 2.509344E+03, 2.692051E+03, 2.881147E+03, 3.076877E+03, 3.279500E+03, 3.489289E+03, 3.706527E+03, 3.931508E+03, 4.164534E+03, 4.405916E+03, 4.655971E+03, 4.915027E+03, 5.183411E+03, 5.461464E+03, 5.749527E+03, 6.047948E+03, 6.357082E+03, 6.677288E+03, 7.008929E+03, 7.352377E+03, 7.708003E+03, 8.076191E+03, 8.457322E+03, 8.851788E+03, 9.259987E+03, 9.682315E+03, 1.011918E+04, 1.057100E+04, 1.103819E+04, 1.152117E+04, 1.202037E+04, 1.253623E+04, 1.306918E+04, 1.361968E+04, 1.418817E+04, 1.477513E+04, 1.538100E+04, 1.600628E+04, 1.665142E+04, 1.731693E+04, 1.800329E+04, 1.871099E+04, 1.944056E+04, 2.019248E+04, 2.096729E+04, 2.176551E+04, 2.258768E+04, 2.343432E+04, 2.430600E+04, 2.520325E+04, 2.612665E+04, 2.707676E+04, 2.805416E+04, 2.905942E+04, 3.009315E+04, 3.115593E+04, 3.224837E+04, 3.337109E+04, 3.452469E+04, 3.570982E+04, 3.692710E+04, 3.817719E+04, 3.946072E+04, 4.077837E+04, 4.213078E+04, 4.351866E+04, 4.494265E+04, 4.640347E+04, 4.790181E+04, 4.943838E+04, 5.101388E+04, 5.262906E+04, 5.428460E+04, 5.598131E+04, 5.771987E+04, 5.950108E+04, 6.132568E+04, 6.319446E+04, 6.510816E+04, ]) # ============================ M = 3, I = 8 ============================ M = 3 I = 8 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.032224E+01, 2.782088E+02, 7.800386E+02, 1.429059E+03, 2.197360E+03, 3.068794E+03, 4.032458E+03, 5.080357E+03, 6.206313E+03, 7.405408E+03, 8.673678E+03, 1.000796E+04, 1.140576E+04, 1.286528E+04, 1.438528E+04, 1.596508E+04, 1.760454E+04, 1.930399E+04, 2.106418E+04, 2.288630E+04, 2.477186E+04, 2.672269E+04, 2.874092E+04, 3.082892E+04, 3.298926E+04, 3.522474E+04, 3.753831E+04, 3.993305E+04, 4.241219E+04, 4.497910E+04, 4.763720E+04, 5.039004E+04, 5.324124E+04, 5.619451E+04, 5.925363E+04, 6.242241E+04, 6.570480E+04, 6.910472E+04, 7.262623E+04, 7.627339E+04, 8.005037E+04, 8.396138E+04, 8.801064E+04, 9.220250E+04, 9.654132E+04, 1.010315E+05, 1.056776E+05, 1.104842E+05, 1.154559E+05, 1.205973E+05, 1.259132E+05, 1.314084E+05, 1.370878E+05, 1.429563E+05, 1.490189E+05, 1.552808E+05, 1.617470E+05, 1.684228E+05, 1.753134E+05, 1.824242E+05, 1.897607E+05, 1.973283E+05, 2.051326E+05, 2.131794E+05, 2.214742E+05, 2.300229E+05, 2.388314E+05, 2.479057E+05, 2.572518E+05, 2.668758E+05, 2.767839E+05, 2.869824E+05, 2.974776E+05, 3.082760E+05, 3.193842E+05, 3.308087E+05, 3.425562E+05, 3.546335E+05, 3.670475E+05, 3.798050E+05, 3.929132E+05, 4.063791E+05, 4.202099E+05, 4.344131E+05, 4.489958E+05, 4.639656E+05, 4.793300E+05, 4.950967E+05, 5.112735E+05, 5.278681E+05, 5.448884E+05, 5.623425E+05, 5.802385E+05, 5.985846E+05, 6.173889E+05, 6.366600E+05, 6.564063E+05, 6.766364E+05, 6.973586E+05, 7.185824E+05, 7.403158E+05, ]) # ============================ M = 3, I = 9 ============================ M = 3 I = 9 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.040186E+01, 2.814362E+02, 7.892487E+02, 1.446028E+03, 2.223528E+03, 3.105401E+03, 4.080615E+03, 5.141078E+03, 6.280538E+03, 7.494023E+03, 8.777530E+03, 1.012787E+04, 1.154255E+04, 1.301975E+04, 1.455824E+04, 1.615736E+04, 1.781699E+04, 1.953745E+04, 2.131951E+04, 2.316437E+04, 2.507353E+04, 2.704883E+04, 2.909239E+04, 3.120658E+04, 3.339399E+04, 3.565738E+04, 3.799971E+04, 4.042409E+04, 4.293371E+04, 4.553195E+04, 4.822225E+04, 5.100814E+04, 5.389327E+04, 5.688134E+04, 5.997613E+04, 6.318150E+04, 6.650135E+04, 6.993968E+04, 7.350053E+04, 7.718798E+04, 8.100621E+04, 8.495942E+04, 8.905191E+04, 9.328799E+04, 9.767208E+04, 1.022086E+05, 1.069021E+05, 1.117572E+05, 1.167784E+05, 1.219706E+05, 1.273383E+05, 1.328866E+05, 1.386202E+05, 1.445442E+05, 1.506635E+05, 1.569833E+05, 1.635087E+05, 1.702450E+05, 1.771975E+05, 1.843715E+05, 1.917725E+05, 1.994061E+05, 2.072778E+05, 2.153934E+05, 2.237584E+05, 2.323789E+05, 2.412607E+05, 2.504097E+05, 2.598321E+05, 2.695340E+05, 2.795216E+05, 2.898012E+05, 3.003792E+05, 3.112621E+05, 3.224564E+05, 3.339687E+05, 3.458058E+05, 3.579744E+05, 3.704815E+05, 3.833339E+05, 3.965389E+05, 4.101034E+05, 4.240348E+05, 4.383403E+05, 4.530273E+05, 4.681034E+05, 4.835761E+05, 4.994532E+05, 5.157422E+05, 5.324512E+05, 5.495880E+05, 5.671607E+05, 5.851773E+05, 6.036462E+05, 6.225756E+05, 6.419740E+05, 6.618497E+05, 6.822116E+05, 7.030679E+05, 7.244278E+05, 7.463000E+05, ]) # ============================ M = 3, I = 10 ============================ M = 3 I = 10 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.025754E+01, 2.754416E+02, 7.721318E+02, 1.414483E+03, 2.174881E+03, 3.037342E+03, 3.991080E+03, 5.028180E+03, 6.142529E+03, 7.329257E+03, 8.584433E+03, 9.904912E+03, 1.128823E+04, 1.273256E+04, 1.423668E+04, 1.579990E+04, 1.742207E+04, 1.910352E+04, 2.084499E+04, 2.264765E+04, 2.451303E+04, 2.644296E+04, 2.843955E+04, 3.050519E+04, 3.264246E+04, 3.485415E+04, 3.714321E+04, 3.951274E+04, 4.196597E+04, 4.450624E+04, 4.713700E+04, 4.986179E+04, 5.268423E+04, 5.560802E+04, 5.863690E+04, 6.177475E+04, 6.502542E+04, 6.839290E+04, 7.188119E+04, 7.549437E+04, 7.923658E+04, 8.311200E+04, 8.712486E+04, 9.127951E+04, 9.558028E+04, 1.000316E+05, 1.046379E+05, 1.094039E+05, 1.143339E+05, 1.194328E+05, 1.247053E+05, 1.301562E+05, 1.357902E+05, 1.416125E+05, 1.476278E+05, 1.538413E+05, 1.602582E+05, 1.668836E+05, 1.737227E+05, 1.807810E+05, 1.880639E+05, 1.955768E+05, 2.033252E+05, 2.113149E+05, 2.195516E+05, 2.280409E+05, 2.367889E+05, 2.458014E+05, 2.550845E+05, 2.646442E+05, 2.744868E+05, 2.846185E+05, 2.950456E+05, 3.057747E+05, 3.168121E+05, 3.281645E+05, 3.398385E+05, 3.518410E+05, 3.641787E+05, 3.768586E+05, 3.898876E+05, 4.032730E+05, 4.170218E+05, 4.311413E+05, 4.456390E+05, 4.605223E+05, 4.757985E+05, 4.914757E+05, 5.075611E+05, 5.240629E+05, 5.409888E+05, 5.583468E+05, 5.761450E+05, 5.943918E+05, 6.130949E+05, 6.322632E+05, 6.519049E+05, 6.720287E+05, 6.926431E+05, 7.137569E+05, 7.353788E+05, ]) # ============================ M = 3, I = 11 ============================ M = 3 I = 11 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.033295E+01, 1.619938E+03, 4.540939E+03, 8.318538E+03, 1.279035E+04, 1.786237E+04, 2.347117E+04, 2.957022E+04, 3.612353E+04, 4.310248E+04, 5.048389E+04, 5.824918E+04, 6.638378E+04, 7.487675E+04, 8.372064E+04, 9.291118E+04, 1.024471E+05, 1.123299E+05, 1.225636E+05, 1.331545E+05, 1.441112E+05, 1.554438E+05, 1.671642E+05, 1.792860E+05, 1.918236E+05, 2.047930E+05, 2.182109E+05, 2.320950E+05, 2.464637E+05, 2.613361E+05, 2.767320E+05, 2.926715E+05, 3.091755E+05, 3.262651E+05, 3.439620E+05, 3.622881E+05, 3.812659E+05, 4.009180E+05, 4.212675E+05, 4.423378E+05, 4.641527E+05, 4.867363E+05, 5.101129E+05, 5.343072E+05, 5.593444E+05, 5.852498E+05, 6.120492E+05, 6.397685E+05, 6.684343E+05, 6.980735E+05, 7.287130E+05, 7.603804E+05, 7.931034E+05, 8.269109E+05, 8.618306E+05, 8.978922E+05, 9.351251E+05, 9.735588E+05, 1.013224E+06, 1.054150E+06, 1.096370E+06, 1.139913E+06, 1.184813E+06, 1.231101E+06, 1.278811E+06, 1.327975E+06, 1.378626E+06, 1.430800E+06, 1.484530E+06, 1.539852E+06, 1.596800E+06, 1.655412E+06, 1.715722E+06, 1.777768E+06, 1.841587E+06, 1.907216E+06, 1.974695E+06, 2.044061E+06, 2.115355E+06, 2.188614E+06, 2.263880E+06, 2.341194E+06, 2.420595E+06, 2.502126E+06, 2.585830E+06, 2.671748E+06, 2.759923E+06, 2.850401E+06, 2.943223E+06, 3.038436E+06, 3.136083E+06, 3.236212E+06, 3.338868E+06, 3.444099E+06, 3.551949E+06, 3.662469E+06, 3.775706E+06, 3.891709E+06, 4.010528E+06, 4.132212E+06, 4.256812E+06, ]) # ============================ M = 3, I = 12 ============================ M = 3 I = 12 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.040601E+01, 8.200726E+02, 2.299311E+03, 4.212422E+03, 6.477140E+03, 9.045858E+03, 1.188645E+04, 1.497533E+04, 1.829430E+04, 2.182885E+04, 2.556728E+04, 2.950021E+04, 3.362030E+04, 3.792209E+04, 4.240186E+04, 4.705747E+04, 5.188834E+04, 5.689526E+04, 6.208024E+04, 6.744650E+04, 7.299824E+04, 7.874063E+04, 8.467963E+04, 9.082193E+04, 9.717484E+04, 1.037463E+05, 1.105447E+05, 1.175789E+05, 1.248580E+05, 1.323917E+05, 1.401899E+05, 1.482626E+05, 1.566203E+05, 1.652736E+05, 1.742333E+05, 1.835106E+05, 1.931166E+05, 2.030627E+05, 2.133606E+05, 2.240218E+05, 2.350586E+05, 2.464828E+05, 2.583068E+05, 2.705429E+05, 2.832038E+05, 2.963023E+05, 3.098512E+05, 3.238636E+05, 3.383530E+05, 3.533328E+05, 3.688164E+05, 3.848180E+05, 4.013512E+05, 4.184306E+05, 4.360703E+05, 4.542850E+05, 4.730896E+05, 4.924988E+05, 5.125281E+05, 5.331927E+05, 5.545083E+05, 5.764905E+05, 5.991556E+05, 6.225197E+05, 6.465992E+05, 6.714108E+05, 6.969715E+05, 7.232981E+05, 7.504083E+05, 7.783195E+05, 8.070494E+05, 8.366160E+05, 8.670377E+05, 8.983328E+05, 9.305202E+05, 9.636188E+05, 9.976476E+05, 1.032626E+06, 1.068574E+06, 1.105512E+06, 1.143458E+06, 1.182435E+06, 1.222463E+06, 1.263561E+06, 1.305753E+06, 1.349058E+06, 1.393499E+06, 1.439098E+06, 1.485875E+06, 1.533856E+06, 1.583060E+06, 1.633513E+06, 1.685237E+06, 1.738255E+06, 1.792590E+06, 1.848269E+06, 1.905313E+06, 1.963748E+06, 2.023598E+06, 2.084890E+06, 2.147647E+06, ]) # ============================ M = 3, I = 13 ============================ M = 3 I = 13 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 9.309763E-01, 2.531153E+01, 7.100524E+01, 1.301066E+02, 2.000729E+02, 2.794326E+02, 3.671928E+02, 4.626252E+02, 5.651679E+02, 6.743745E+02, 7.898878E+02, 9.114253E+02, 1.038771E+03, 1.171771E+03, 1.310327E+03, 1.454396E+03, 1.603983E+03, 1.759138E+03, 1.919953E+03, 2.086555E+03, 2.259105E+03, 2.437794E+03, 2.622838E+03, 2.814473E+03, 3.012959E+03, 3.218570E+03, 3.431597E+03, 3.652343E+03, 3.881125E+03, 4.118265E+03, 4.364101E+03, 4.618975E+03, 4.883238E+03, 5.157246E+03, 5.441367E+03, 5.735970E+03, 6.041431E+03, 6.358134E+03, 6.686467E+03, 7.026824E+03, 7.379605E+03, 7.745215E+03, 8.124065E+03, 8.516573E+03, 8.923159E+03, 9.344255E+03, 9.780293E+03, 1.023172E+04, 1.069897E+04, 1.118250E+04, 1.168278E+04, 1.220026E+04, 1.273543E+04, 1.328875E+04, 1.386072E+04, 1.445182E+04, 1.506256E+04, 1.569344E+04, 1.634498E+04, 1.701769E+04, 1.771210E+04, 1.842876E+04, 1.916819E+04, 1.993095E+04, 2.071760E+04, 2.152869E+04, 2.236482E+04, 2.322654E+04, 2.411446E+04, 2.502917E+04, 2.597127E+04, 2.694138E+04, 2.794010E+04, 2.896808E+04, 3.002594E+04, 3.111434E+04, 3.223393E+04, 3.338535E+04, 3.456929E+04, 3.578643E+04, 3.703743E+04, 3.832302E+04, 3.964387E+04, 4.100073E+04, 4.239429E+04, 4.382529E+04, 4.529444E+04, 4.680255E+04, 4.835031E+04, 4.993853E+04, 5.156796E+04, 5.323939E+04, 5.495361E+04, 5.671143E+04, 5.851364E+04, 6.036108E+04, 6.225456E+04, 6.419494E+04, 6.618305E+04, 6.821975E+04, 7.030590E+04, ]) # ============================ M = 3, I = 14 ============================ M = 3 I = 14 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.084643E+01, 2.934595E+02, 8.230110E+02, 1.507913E+03, 2.318709E+03, 3.238348E+03, 4.255328E+03, 5.361207E+03, 6.549472E+03, 7.814945E+03, 9.153466E+03, 1.056174E+04, 1.203721E+04, 1.357805E+04, 1.518307E+04, 1.685168E+04, 1.858387E+04, 2.038016E+04, 2.224152E+04, 2.416935E+04, 2.616544E+04, 2.823191E+04, 3.037121E+04, 3.258601E+04, 3.487922E+04, 3.725398E+04, 3.971357E+04, 4.226145E+04, 4.490121E+04, 4.763654E+04, 5.047127E+04, 5.340931E+04, 5.645465E+04, 5.961140E+04, 6.288370E+04, 6.627576E+04, 6.979193E+04, 7.343653E+04, 7.721401E+04, 8.112887E+04, 8.518566E+04, 8.938903E+04, 9.374364E+04, 9.825424E+04, 1.029257E+05, 1.077628E+05, 1.127706E+05, 1.179541E+05, 1.233184E+05, 1.288686E+05, 1.346100E+05, 1.405478E+05, 1.466875E+05, 1.530345E+05, 1.595944E+05, 1.663726E+05, 1.733750E+05, 1.806073E+05, 1.880753E+05, 1.957850E+05, 2.037424E+05, 2.119534E+05, 2.204244E+05, 2.291615E+05, 2.381712E+05, 2.474598E+05, 2.570338E+05, 2.668999E+05, 2.770647E+05, 2.875351E+05, 2.983178E+05, 3.094199E+05, 3.208483E+05, 3.326103E+05, 3.447131E+05, 3.571640E+05, 3.699703E+05, 3.831397E+05, 3.966797E+05, 4.105980E+05, 4.249025E+05, 4.396010E+05, 4.547015E+05, 4.702122E+05, 4.861411E+05, 5.024967E+05, 5.192873E+05, 5.365213E+05, 5.542074E+05, 5.723543E+05, 5.909707E+05, 6.100656E+05, 6.296479E+05, 6.497266E+05, 6.703112E+05, 6.914107E+05, 7.130348E+05, 7.351928E+05, 7.578943E+05, 7.811493E+05, 8.049674E+05, ]) # ============================ M = 3, I = 15 ============================ M = 3 I = 15 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 5.470227E+00, 1.486652E+02, 4.170263E+02, 7.641283E+02, 1.175039E+03, 1.641115E+03, 2.156528E+03, 2.716998E+03, 3.319225E+03, 3.960585E+03, 4.638978E+03, 5.352737E+03, 6.100581E+03, 6.881591E+03, 7.695172E+03, 8.541038E+03, 9.419191E+03, 1.032989E+04, 1.127363E+04, 1.225111E+04, 1.326323E+04, 1.431107E+04, 1.539583E+04, 1.651885E+04, 1.768162E+04, 1.888567E+04, 2.013267E+04, 2.142434E+04, 2.276249E+04, 2.414897E+04, 2.558570E+04, 2.707463E+04, 2.861779E+04, 3.021722E+04, 3.187501E+04, 3.359328E+04, 3.537420E+04, 3.721997E+04, 3.913280E+04, 4.111496E+04, 4.316876E+04, 4.529650E+04, 4.750057E+04, 4.978334E+04, 5.214724E+04, 5.459473E+04, 5.712830E+04, 5.975048E+04, 6.246383E+04, 6.527096E+04, 6.817448E+04, 7.117707E+04, 7.428144E+04, 7.749034E+04, 8.080654E+04, 8.423287E+04, 8.777219E+04, 9.142738E+04, 9.520139E+04, 9.909723E+04, 1.031179E+05, 1.072664E+05, 1.115459E+05, 1.159596E+05, 1.205106E+05, 1.252022E+05, 1.300376E+05, 1.350202E+05, 1.401532E+05, 1.454402E+05, 1.508847E+05, 1.564899E+05, 1.622597E+05, 1.681974E+05, 1.743068E+05, 1.805915E+05, 1.870554E+05, 1.937020E+05, 2.005354E+05, 2.075593E+05, 2.147776E+05, 2.221945E+05, 2.298138E+05, 2.376396E+05, 2.456760E+05, 2.539273E+05, 2.623977E+05, 2.710913E+05, 2.800125E+05, 2.891658E+05, 2.985554E+05, 3.081859E+05, 3.180618E+05, 3.281878E+05, 3.385683E+05, 3.492080E+05, 3.601118E+05, 3.712844E+05, 3.827306E+05, 3.944554E+05, 4.064636E+05, ]) # ============================ M = 3, I = 16 ============================ M = 3 I = 16 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.265145E+01, 1.678858E+03, 4.706441E+03, 8.621867E+03, 1.325683E+04, 1.851390E+04, 2.432733E+04, 3.064891E+04, 3.744137E+04, 4.467511E+04, 5.232630E+04, 6.037600E+04, 6.880954E+04, 7.761622E+04, 8.678899E+04, 9.632421E+04, 1.062215E+05, 1.164832E+05, 1.271146E+05, 1.381230E+05, 1.495183E+05, 1.613119E+05, 1.735170E+05, 1.861486E+05, 1.992226E+05, 2.127562E+05, 2.267677E+05, 2.412762E+05, 2.563015E+05, 2.718643E+05, 2.879858E+05, 3.046877E+05, 3.219923E+05, 3.399224E+05, 3.585012E+05, 3.777521E+05, 3.976992E+05, 4.183670E+05, 4.397800E+05, 4.619635E+05, 4.849427E+05, 5.087437E+05, 5.333924E+05, 5.589155E+05, 5.853399E+05, 6.126928E+05, 6.410019E+05, 6.702951E+05, 7.006008E+05, 7.319478E+05, 7.643654E+05, 7.978830E+05, 8.325307E+05, 8.683390E+05, 9.053383E+05, 9.435603E+05, 9.830365E+05, 1.023799E+06, 1.065880E+06, 1.109313E+06, 1.154131E+06, 1.200369E+06, 1.248060E+06, 1.297239E+06, 1.347942E+06, 1.400204E+06, 1.454062E+06, 1.509552E+06, 1.566711E+06, 1.625578E+06, 1.686190E+06, 1.748587E+06, 1.812807E+06, 1.878890E+06, 1.946876E+06, 2.016806E+06, 2.088721E+06, 2.162664E+06, 2.238675E+06, 2.316799E+06, 2.397078E+06, 2.479558E+06, 2.564280E+06, 2.651291E+06, 2.740636E+06, 2.832362E+06, 2.926515E+06, 3.023142E+06, 3.122290E+06, 3.224009E+06, 3.328346E+06, 3.435352E+06, 3.545076E+06, 3.657569E+06, 3.772881E+06, 3.891066E+06, 4.012173E+06, 4.136258E+06, 4.263373E+06, 4.393571E+06, 4.526909E+06, ]) # ============================ M = 3, I = 17 ============================ M = 3 I = 17 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.170714E+01, 8.552209E+02, 2.398015E+03, 4.393341E+03, 6.755400E+03, 9.434531E+03, 1.239722E+04, 1.561889E+04, 1.908054E+04, 2.276707E+04, 2.666632E+04, 3.076860E+04, 3.506637E+04, 3.955413E+04, 4.422824E+04, 4.908679E+04, 5.412952E+04, 5.935771E+04, 6.477394E+04, 7.038211E+04, 7.618715E+04, 8.219502E+04, 8.841259E+04, 9.484746E+04, 1.015079E+05, 1.084028E+05, 1.155416E+05, 1.229340E+05, 1.305904E+05, 1.385214E+05, 1.467378E+05, 1.552510E+05, 1.640722E+05, 1.732133E+05, 1.826861E+05, 1.925029E+05, 2.026758E+05, 2.132175E+05, 2.241406E+05, 2.354579E+05, 2.471826E+05, 2.593281E+05, 2.719075E+05, 2.849346E+05, 2.984233E+05, 3.123873E+05, 3.268411E+05, 3.417989E+05, 3.572753E+05, 3.732852E+05, 3.898434E+05, 4.069652E+05, 4.246658E+05, 4.429611E+05, 4.618666E+05, 4.813987E+05, 5.015734E+05, 5.224071E+05, 5.439166E+05, 5.661191E+05, 5.890315E+05, 6.126711E+05, 6.370558E+05, 6.622033E+05, 6.881318E+05, 7.148596E+05, 7.424056E+05, 7.707881E+05, 8.000267E+05, 8.301406E+05, 8.611494E+05, 8.930730E+05, 9.259314E+05, 9.597452E+05, 9.945351E+05, 1.030322E+06, 1.067127E+06, 1.104971E+06, 1.143877E+06, 1.183866E+06, 1.224960E+06, 1.267183E+06, 1.310556E+06, 1.355104E+06, 1.400848E+06, 1.447814E+06, 1.496025E+06, 1.545505E+06, 1.596279E+06, 1.648372E+06, 1.701808E+06, 1.756613E+06, 1.812813E+06, 1.870433E+06, 1.929501E+06, 1.990042E+06, 2.052083E+06, 2.115652E+06, 2.180776E+06, 2.247482E+06, 2.315799E+06, ]) # ============================ M = 3, I = 18 ============================ M = 3 I = 18 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[0] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.864599E+02, 5.029078E+03, 1.410095E+04, 2.583374E+04, 3.972292E+04, 5.547650E+04, 7.289742E+04, 9.184116E+04, 1.121960E+05, 1.338730E+05, 1.568007E+05, 1.809216E+05, 2.061913E+05, 2.325767E+05, 2.600557E+05, 2.886162E+05, 3.182558E+05, 3.489803E+05, 3.808038E+05, 4.137475E+05, 4.478390E+05, 4.831114E+05, 5.196035E+05, 5.573580E+05, 5.964218E+05, 6.368455E+05, 6.786822E+05, 7.219882E+05, 7.668222E+05, 8.132442E+05, 8.613172E+05, 9.111049E+05, 9.626732E+05, 1.016089E+06, 1.071421E+06, 1.128738E+06, 1.188111E+06, 1.249613E+06, 1.313315E+06, 1.379292E+06, 1.447619E+06, 1.518372E+06, 1.591629E+06, 1.667466E+06, 1.745964E+06, 1.827204E+06, 1.911266E+06, 1.998232E+06, 2.088187E+06, 2.181216E+06, 2.277404E+06, 2.376838E+06, 2.479607E+06, 2.585799E+06, 2.695507E+06, 2.808821E+06, 2.925835E+06, 3.046644E+06, 3.171342E+06, 3.300028E+06, 3.432799E+06, 3.569756E+06, 3.710998E+06, 3.856629E+06, 4.006754E+06, 4.161474E+06, 4.320899E+06, 4.485137E+06, 4.654296E+06, 4.828487E+06, 5.007823E+06, 5.192416E+06, 5.382384E+06, 5.577841E+06, 5.778907E+06, 5.985702E+06, 6.198346E+06, 6.416961E+06, 6.641671E+06, 6.872606E+06, 7.109888E+06, 7.353650E+06, 7.604020E+06, 7.861132E+06, 8.125116E+06, 8.396112E+06, 8.674254E+06, 8.959682E+06, 9.252534E+06, 9.552953E+06, 9.861083E+06, 1.017707E+07, 1.050106E+07, 1.083320E+07, 1.117363E+07, 1.152252E+07, 1.188002E+07, 1.224628E+07, 1.262145E+07, 1.300570E+07, 1.339919E+07, ]) # ============================ M = 4, I = 1 ============================ M = 4 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.834062E+01, 1.523289E+02, 3.016069E+02, 4.509015E+02, 6.002033E+02, 7.495104E+02, 8.988236E+02, 1.048150E+03, 1.197519E+03, 1.347003E+03, 1.496736E+03, 1.646928E+03, 1.797856E+03, 1.949860E+03, 2.103323E+03, 2.258656E+03, 2.416281E+03, 2.576622E+03, 2.740096E+03, 2.907105E+03, 3.078037E+03, 3.253261E+03, 3.433131E+03, 3.617984E+03, 3.808142E+03, 4.003914E+03, 4.205598E+03, 4.413483E+03, 4.627848E+03, 4.848968E+03, 5.077110E+03, 5.312541E+03, 5.555520E+03, 5.806309E+03, 6.065166E+03, 6.332350E+03, 6.608118E+03, 6.892731E+03, 7.186450E+03, 7.489538E+03, 7.802260E+03, 8.124883E+03, 8.457679E+03, 8.800921E+03, 9.154886E+03, 9.519856E+03, 9.896116E+03, 1.028395E+04, 1.068367E+04, 1.109555E+04, 1.151990E+04, 1.195702E+04, 1.240725E+04, 1.287087E+04, 1.334822E+04, 1.383963E+04, 1.434542E+04, 1.486594E+04, 1.540152E+04, 1.595251E+04, 1.651927E+04, 1.710216E+04, 1.770153E+04, 1.831776E+04, 1.895122E+04, 1.960230E+04, 2.027138E+04, 2.095886E+04, 2.166513E+04, 2.239061E+04, 2.313569E+04, 2.390081E+04, 2.468638E+04, 2.549283E+04, 2.632060E+04, 2.717013E+04, 2.804188E+04, 2.893629E+04, 2.985383E+04, 3.079496E+04, 3.176017E+04, 3.274993E+04, 3.376474E+04, 3.480508E+04, 3.587146E+04, 3.696439E+04, 3.808439E+04, 3.923198E+04, 4.040769E+04, 4.161205E+04, 4.284562E+04, 4.410894E+04, 4.540257E+04, 4.672707E+04, 4.808303E+04, 4.947102E+04, 5.089163E+04, 5.234546E+04, 5.383311E+04, 5.535520E+04, 5.691233E+04, 5.850514E+04, 6.013427E+04, 6.180035E+04, 6.350403E+04, 6.524598E+04, 6.702687E+04, 6.884735E+04, 7.070813E+04, 7.260988E+04, 7.455331E+04, 7.653913E+04, 7.856805E+04, 8.064079E+04, 8.275810E+04, 8.492070E+04, 8.712936E+04, 8.938482E+04, 9.168786E+04, 9.403926E+04, 9.643979E+04, 9.889025E+04, 1.013914E+05, 1.039442E+05, 1.065493E+05, 1.092076E+05, 1.119200E+05, 1.146872E+05, 1.175102E+05, 1.203898E+05, 1.233269E+05, 1.263223E+05, 1.293770E+05, 1.324919E+05, 1.356679E+05, 1.389059E+05, 1.422069E+05, 1.455717E+05, 1.490014E+05, 1.524970E+05, 1.560593E+05, 1.596893E+05, 1.633882E+05, 1.671568E+05, 1.709962E+05, 1.749074E+05, 1.788915E+05, 1.829495E+05, 1.870824E+05, 1.912914E+05, 1.955774E+05, 1.999417E+05, 2.043852E+05, 2.089091E+05, 2.135146E+05, 2.182027E+05, 2.229746E+05, 2.278315E+05, 2.327745E+05, 2.378048E+05, 2.429236E+05, 2.481320E+05, 2.534314E+05, 2.588229E+05, 2.643077E+05, 2.698872E+05, 2.755625E+05, 2.813349E+05, 2.872058E+05, 2.931763E+05, 2.992479E+05, 3.054218E+05, 3.116993E+05, 3.180819E+05, 3.245708E+05, 3.311674E+05, 3.378731E+05, 3.446893E+05, 3.516174E+05, 3.586588E+05, 3.658149E+05, 3.730872E+05, 3.804771E+05, 3.879861E+05, 3.956157E+05, 4.033673E+05, 4.112425E+05, 4.192428E+05, 4.273696E+05, 4.356247E+05, 4.440094E+05, 4.525255E+05, 4.611743E+05, 4.699577E+05, 4.788771E+05, 4.879342E+05, 4.971306E+05, 5.064680E+05, 5.159480E+05, 5.255723E+05, 5.353426E+05, 5.452606E+05, 5.553280E+05, 5.655466E+05, 5.759181E+05, 5.864442E+05, 5.971267E+05, 6.079674E+05, 6.189681E+05, 6.301306E+05, 6.414567E+05, 6.529483E+05, 6.646073E+05, 6.764354E+05, 6.884346E+05, 7.006068E+05, 7.129538E+05, 7.254776E+05, 7.381802E+05, 7.510635E+05, 7.641294E+05, 7.773799E+05, 7.908171E+05, 8.044428E+05, 8.182593E+05, 8.322684E+05, 8.464722E+05, 8.608728E+05, 8.754723E+05, 8.902727E+05, 9.052762E+05, 9.204848E+05, 9.359008E+05, 9.515262E+05, 9.673632E+05, 9.834140E+05, 9.996807E+05, 1.016166E+06, 1.032871E+06, 1.049799E+06, 1.066952E+06, 1.084331E+06, 1.101940E+06, 1.119781E+06, 1.137856E+06, 1.156167E+06, 1.174716E+06, 1.193507E+06, 1.212541E+06, 1.231820E+06, 1.251347E+06, 1.271125E+06, 1.291155E+06, 1.311440E+06, 1.331984E+06, 1.352787E+06, 1.373852E+06, 1.395183E+06, 1.416781E+06, 1.438649E+06, 1.460789E+06, 1.483204E+06, 1.505896E+06, 1.528869E+06, 1.552124E+06, 1.575664E+06, 1.599492E+06, 1.623609E+06, 1.648020E+06, 1.672726E+06, 1.697730E+06, 1.723035E+06, 1.748643E+06, 1.774557E+06, 1.800779E+06, 1.827313E+06, 1.854160E+06, 1.881325E+06, 1.908808E+06, 1.936614E+06, 1.964744E+06, 1.993202E+06, 2.021989E+06, 2.051110E+06, 2.080567E+06, 2.110362E+06, 2.140498E+06, 2.170978E+06, 2.201805E+06, 2.232982E+06, 2.264511E+06, 2.296395E+06, 2.328638E+06, 2.361241E+06, 2.394208E+06, 2.427541E+06, 2.461244E+06, 2.495320E+06, 2.529770E+06, 2.564598E+06, 2.599808E+06, 2.635401E+06, 2.671381E+06, 2.707750E+06, 2.744512E+06, 2.781670E+06, 2.819226E+06, 2.857183E+06, 2.895544E+06, 2.934312E+06, 2.973491E+06, 3.013082E+06, 3.053090E+06, 3.093516E+06, 3.134364E+06, 3.175637E+06, 3.217338E+06, 3.259470E+06, 3.302035E+06, 3.345038E+06, 3.388480E+06, 3.432364E+06, 3.476694E+06, 3.521473E+06, 3.566704E+06, 3.612389E+06, 3.658532E+06, 3.705136E+06, 3.752203E+06, 3.799737E+06, 3.847740E+06, 3.896216E+06, 3.945168E+06, 3.994599E+06, 4.044511E+06, 4.094908E+06, 4.145792E+06, 4.197167E+06, 4.249036E+06, 4.301402E+06, 4.354267E+06, 4.407635E+06, 4.461508E+06, 4.515890E+06, 4.570784E+06, 4.626193E+06, 4.682119E+06, 4.738566E+06, 4.795537E+06, 4.853034E+06, 4.911061E+06, 4.969621E+06, 5.028716E+06, 5.088350E+06, 5.148525E+06, 5.209245E+06, 5.270512E+06, 5.332330E+06, 5.394701E+06, 5.457629E+06, 5.521116E+06, 5.585165E+06, 5.649779E+06, 5.714962E+06, 5.780716E+06, 5.847043E+06, 5.913948E+06, 5.981432E+06, 6.049500E+06, 6.118153E+06, 6.187394E+06, 6.257227E+06, 6.327655E+06, 6.398680E+06, 6.470304E+06, 6.542532E+06, 6.615366E+06, 6.688808E+06, 6.762862E+06, 6.837530E+06, 6.912816E+06, 6.988721E+06, 7.065249E+06, 7.142403E+06, 7.220186E+06, 7.298600E+06, 7.377647E+06, 7.457332E+06, 7.537656E+06, 7.618622E+06, 7.700234E+06, 7.782493E+06, 7.865403E+06, 7.948966E+06, 8.033186E+06, 8.118064E+06, 8.203603E+06, 8.289806E+06, 8.376676E+06, 8.464215E+06, 8.552427E+06, 8.641313E+06, 8.730876E+06, 8.821119E+06, 8.912045E+06, 9.003656E+06, 9.095955E+06, 9.188944E+06, 9.282625E+06, 9.377002E+06, 9.472077E+06, 9.567853E+06, 9.664331E+06, 9.761515E+06, 9.859407E+06, 9.958010E+06, 1.005732E+07, 1.015736E+07, 1.025810E+07, 1.035957E+07, 1.046176E+07, 1.056468E+07, 1.066832E+07, 1.077270E+07, 1.087780E+07, 1.098364E+07, 1.109022E+07, 1.119754E+07, 1.130560E+07, 1.141440E+07, 1.152395E+07, 1.163424E+07, 1.174529E+07, 1.185709E+07, 1.196965E+07, 1.208296E+07, 1.219703E+07, 1.231187E+07, 1.242746E+07, 1.254383E+07, 1.266096E+07, 1.277886E+07, 1.289754E+07, 1.301699E+07, 1.313722E+07, 1.325822E+07, 1.338001E+07, 1.350258E+07, 1.362593E+07, 1.375007E+07, 1.387500E+07, 1.400072E+07, 1.427034E+07, 1.440868E+07, 1.454810E+07, 1.468861E+07, 1.483020E+07, 1.497290E+07, 1.511670E+07, 1.526161E+07, 1.540764E+07, 1.555480E+07, 1.570308E+07, 1.585250E+07, 1.600307E+07, 1.615479E+07, 1.630766E+07, 1.646170E+07, 1.661691E+07, 1.677330E+07, 1.693087E+07, 1.708963E+07, 1.724960E+07, 1.741076E+07, 1.757314E+07, 1.773674E+07, 1.790156E+07, 1.806761E+07, 1.823491E+07, 1.840345E+07, 1.857324E+07, 1.874430E+07, 1.891662E+07, 1.909022E+07, 1.926510E+07, 1.944126E+07, 1.961873E+07, 1.979750E+07, 1.997758E+07, 2.015898E+07, 2.034170E+07, 2.052576E+07, 2.071116E+07, 2.089790E+07, 2.108600E+07, 2.127546E+07, 2.146630E+07, 2.165851E+07, 2.185210E+07, 2.204709E+07, 2.224348E+07, ]) # ============================ M = 4, I = 2 ============================ M = 4 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.222775E+01, 1.015594E+02, 2.010850E+02, 3.006215E+02, 4.001629E+02, 4.997079E+02, 5.992571E+02, 6.988172E+02, 7.984118E+02, 8.980982E+02, 9.979805E+02, 1.098215E+03, 1.199008E+03, 1.300605E+03, 1.403280E+03, 1.507322E+03, 1.613027E+03, 1.720690E+03, 1.830595E+03, 1.943018E+03, 2.058224E+03, 2.176463E+03, 2.297974E+03, 2.422984E+03, 2.551712E+03, 2.684365E+03, 2.821144E+03, 2.962245E+03, 3.107858E+03, 3.258167E+03, 3.413356E+03, 3.573603E+03, 3.739089E+03, 3.909990E+03, 4.086483E+03, 4.268746E+03, 4.456957E+03, 4.651295E+03, 4.851938E+03, 5.059070E+03, 5.272874E+03, 5.493535E+03, 5.721241E+03, 5.956182E+03, 6.198551E+03, 6.448543E+03, 6.706358E+03, 6.972196E+03, 7.246262E+03, 7.528763E+03, 7.819912E+03, 8.119921E+03, 8.429009E+03, 8.747398E+03, 9.075312E+03, 9.412980E+03, 9.760633E+03, 1.011851E+04, 1.048685E+04, 1.086589E+04, 1.125589E+04, 1.165708E+04, 1.206975E+04, 1.249413E+04, 1.293049E+04, 1.337910E+04, 1.384024E+04, 1.431418E+04, 1.480119E+04, 1.530157E+04, 1.581560E+04, 1.634358E+04, 1.688581E+04, 1.744257E+04, 1.801419E+04, 1.860098E+04, 1.920324E+04, 1.982131E+04, 2.045550E+04, 2.110614E+04, 2.177357E+04, 2.245813E+04, 2.316016E+04, 2.388001E+04, 2.461803E+04, 2.537459E+04, 2.615003E+04, 2.694475E+04, 2.775909E+04, 2.859345E+04, 2.944821E+04, 3.032375E+04, 3.122048E+04, 3.213878E+04, 3.307906E+04, 3.404173E+04, 3.502721E+04, 3.603591E+04, 3.706826E+04, 3.812470E+04, 3.920565E+04, 4.031156E+04, 4.144288E+04, 4.260005E+04, 4.378354E+04, 4.499381E+04, 4.623133E+04, 4.749658E+04, 4.879003E+04, 5.011217E+04, 5.146350E+04, 5.284452E+04, 5.425572E+04, 5.569763E+04, 5.717075E+04, 5.867560E+04, 6.021273E+04, 6.178265E+04, 6.338592E+04, 6.502307E+04, 6.669467E+04, 6.840126E+04, 7.014343E+04, 7.192173E+04, 7.373675E+04, 7.558907E+04, 7.747929E+04, 7.940800E+04, 8.137580E+04, 8.338330E+04, 8.543113E+04, 8.751991E+04, 8.965026E+04, 9.182284E+04, 9.403826E+04, 9.629720E+04, 9.860031E+04, 1.009482E+05, 1.033417E+05, 1.057813E+05, 1.082678E+05, 1.108019E+05, 1.133842E+05, 1.160154E+05, 1.186964E+05, 1.214277E+05, 1.242102E+05, 1.270446E+05, 1.299315E+05, 1.328718E+05, 1.358662E+05, 1.389155E+05, 1.420205E+05, 1.451818E+05, 1.484004E+05, 1.516770E+05, 1.550124E+05, 1.584074E+05, 1.618628E+05, 1.653795E+05, 1.689583E+05, 1.726000E+05, 1.763055E+05, 1.800756E+05, 1.839112E+05, 1.878132E+05, 1.917825E+05, 1.958198E+05, 1.999262E+05, 2.041025E+05, 2.083497E+05, 2.126686E+05, 2.170602E+05, 2.215254E+05, 2.260652E+05, 2.306805E+05, 2.353722E+05, 2.401414E+05, 2.449890E+05, 2.499160E+05, 2.549234E+05, 2.600122E+05, 2.651833E+05, 2.704379E+05, 2.757769E+05, 2.812014E+05, 2.867124E+05, 2.923110E+05, 2.979982E+05, 3.037750E+05, 3.096427E+05, 3.156022E+05, 3.216546E+05, 3.278010E+05, 3.340427E+05, 3.403806E+05, 3.468158E+05, 3.533497E+05, 3.599832E+05, 3.667175E+05, 3.735538E+05, 3.804933E+05, 3.875371E+05, 3.946864E+05, 4.019425E+05, 4.093065E+05, 4.167796E+05, 4.243631E+05, 4.320582E+05, 4.398661E+05, 4.477881E+05, 4.558255E+05, 4.639794E+05, 4.722513E+05, 4.806423E+05, 4.891537E+05, 4.977869E+05, 5.065432E+05, 5.154238E+05, 5.244302E+05, 5.335636E+05, 5.428254E+05, 5.522169E+05, 5.617396E+05, 5.713947E+05, 5.811836E+05, 5.911078E+05, 6.011686E+05, 6.113675E+05, 6.217058E+05, 6.321850E+05, 6.428064E+05, 6.535717E+05, 6.644821E+05, 6.755391E+05, 6.867442E+05, 6.980990E+05, 7.096047E+05, 7.212630E+05, 7.330754E+05, 7.450432E+05, 7.571682E+05, 7.694517E+05, 7.818953E+05, 7.945006E+05, 8.072690E+05, 8.202022E+05, 8.333016E+05, 8.465689E+05, 8.600057E+05, 8.736135E+05, 8.873939E+05, 9.013485E+05, 9.154790E+05, 9.297868E+05, 9.442738E+05, 9.589414E+05, 9.737913E+05, 9.888252E+05, 1.004045E+06, 1.019452E+06, 1.035047E+06, 1.050834E+06, 1.066812E+06, 1.082985E+06, 1.099353E+06, 1.115918E+06, 1.132683E+06, 1.149648E+06, 1.166816E+06, 1.184188E+06, 1.201767E+06, 1.219552E+06, 1.237548E+06, 1.255754E+06, 1.274173E+06, 1.292807E+06, 1.311658E+06, 1.330726E+06, 1.350015E+06, 1.369525E+06, 1.389260E+06, 1.409219E+06, 1.429406E+06, 1.449821E+06, 1.470467E+06, 1.491346E+06, 1.512460E+06, 1.533809E+06, 1.555397E+06, 1.577224E+06, 1.599294E+06, 1.621606E+06, 1.644165E+06, 1.666970E+06, 1.690025E+06, 1.713331E+06, 1.736889E+06, 1.760702E+06, 1.784772E+06, 1.809100E+06, 1.833689E+06, 1.858540E+06, 1.883654E+06, 1.909035E+06, 1.934684E+06, 1.960602E+06, 1.986792E+06, 2.013256E+06, 2.039994E+06, 2.067011E+06, 2.094306E+06, 2.121883E+06, 2.149742E+06, 2.177887E+06, 2.206318E+06, 2.235038E+06, 2.264049E+06, 2.293352E+06, 2.322950E+06, 2.352844E+06, 2.383037E+06, 2.413530E+06, 2.444325E+06, 2.475424E+06, 2.506829E+06, 2.538542E+06, 2.570565E+06, 2.602900E+06, 2.635548E+06, 2.668512E+06, 2.701793E+06, 2.735394E+06, 2.769316E+06, 2.803562E+06, 2.838132E+06, 2.873030E+06, 2.908257E+06, 2.943814E+06, 2.979705E+06, 3.015930E+06, 3.052492E+06, 3.089393E+06, 3.126634E+06, 3.164218E+06, 3.202146E+06, 3.240420E+06, 3.279042E+06, 3.318014E+06, 3.357338E+06, 3.397016E+06, 3.437050E+06, 3.477441E+06, 3.518192E+06, 3.559304E+06, 3.600779E+06, 3.642619E+06, 3.684826E+06, 3.727403E+06, 3.770350E+06, 3.813669E+06, 3.857363E+06, 3.901433E+06, 3.945882E+06, 3.990710E+06, 4.035920E+06, 4.081514E+06, 4.127494E+06, 4.173860E+06, 4.220616E+06, 4.267763E+06, 4.315303E+06, 4.363238E+06, 4.411569E+06, 4.460298E+06, 4.509427E+06, 4.558958E+06, 4.608893E+06, 4.659233E+06, 4.709980E+06, 4.761137E+06, 4.812704E+06, 4.864683E+06, 4.917077E+06, 4.969887E+06, 5.023115E+06, 5.076762E+06, 5.130830E+06, 5.185321E+06, 5.240237E+06, 5.295579E+06, 5.351350E+06, 5.407550E+06, 5.464181E+06, 5.521246E+06, 5.578746E+06, 5.636682E+06, 5.754289E+06, 5.816668E+06, 5.879592E+06, 5.943063E+06, 6.007085E+06, 6.071662E+06, 6.136797E+06, 6.202494E+06, 6.268758E+06, 6.335591E+06, 6.402997E+06, 6.470980E+06, 6.539543E+06, 6.608691E+06, 6.678427E+06, 6.748756E+06, 6.819680E+06, 6.891203E+06, 6.963330E+06, 7.036065E+06, 7.109410E+06, 7.183371E+06, 7.257951E+06, 7.333153E+06, 7.408983E+06, 7.485443E+06, 7.562538E+06, 7.640272E+06, 7.718649E+06, 7.797672E+06, 7.877347E+06, 7.957676E+06, 8.038665E+06, 8.120316E+06, 8.202635E+06, 8.285625E+06, 8.369291E+06, 8.453636E+06, 8.538666E+06, 8.624383E+06, 8.710792E+06, 8.797899E+06, 8.885706E+06, 8.974218E+06, 9.063439E+06, 9.153374E+06, 9.244027E+06, 9.335402E+06, 9.427505E+06, 9.520338E+06, 9.613906E+06, 9.708215E+06, 9.803268E+06, 9.899070E+06, 9.995624E+06, 1.009294E+07, 1.019101E+07, 1.028985E+07, 1.038947E+07, 1.048986E+07, 1.059102E+07, 1.069298E+07, 1.079572E+07, 1.089926E+07, 1.100360E+07, 1.110874E+07, 1.121469E+07, 1.132145E+07, 1.142903E+07, 1.153744E+07, 1.164667E+07, 1.175673E+07, 1.186763E+07, 1.197937E+07, 1.209196E+07, 1.220540E+07, 1.231969E+07, 1.243485E+07, 1.255087E+07, 1.266777E+07, 1.278554E+07, 1.290419E+07, 1.302372E+07, 1.314415E+07, 1.326548E+07, 1.338770E+07, 1.351083E+07, 1.363488E+07, 1.375984E+07, 1.388572E+07, 1.401252E+07, 1.414026E+07, 1.426894E+07, 1.439856E+07, 1.452913E+07, 1.466064E+07, 1.479312E+07, 1.492656E+07, 1.506097E+07, 1.519636E+07, 1.533272E+07, 1.547007E+07, 1.560840E+07, 1.574774E+07, ]) # ============================ M = 4, I = 3 ============================ M = 4 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.256474E+01, 1.050344E+02, 2.080362E+02, 3.110489E+02, 4.140663E+02, 5.170875E+02, 6.201128E+02, 7.231478E+02, 8.262136E+02, 9.293623E+02, 1.032691E+03, 1.136347E+03, 1.240529E+03, 1.345476E+03, 1.451457E+03, 1.558759E+03, 1.667680E+03, 1.778514E+03, 1.891551E+03, 2.007073E+03, 2.125349E+03, 2.246636E+03, 2.371181E+03, 2.499218E+03, 2.630972E+03, 2.766658E+03, 2.906484E+03, 3.050652E+03, 3.199357E+03, 3.352792E+03, 3.511143E+03, 3.674598E+03, 3.843338E+03, 4.017547E+03, 4.197407E+03, 4.383098E+03, 4.574803E+03, 4.772705E+03, 4.976987E+03, 5.187834E+03, 5.405433E+03, 5.629973E+03, 5.861644E+03, 6.100640E+03, 6.347156E+03, 6.601390E+03, 6.863544E+03, 7.133821E+03, 7.412428E+03, 7.699576E+03, 7.995477E+03, 8.300348E+03, 8.614410E+03, 8.937885E+03, 9.271001E+03, 9.613988E+03, 9.967082E+03, 1.033052E+04, 1.070454E+04, 1.108939E+04, 1.148533E+04, 1.189260E+04, 1.231146E+04, 1.274217E+04, 1.318500E+04, 1.364023E+04, 1.410811E+04, 1.458893E+04, 1.508298E+04, 1.559054E+04, 1.611190E+04, 1.664735E+04, 1.719721E+04, 1.776176E+04, 1.834131E+04, 1.893620E+04, 1.954672E+04, 2.017320E+04, 2.081597E+04, 2.147537E+04, 2.215172E+04, 2.284536E+04, 2.355665E+04, 2.428594E+04, 2.503358E+04, 2.579993E+04, 2.658535E+04, 2.739023E+04, 2.821492E+04, 2.905982E+04, 2.992530E+04, 3.081177E+04, 3.171961E+04, 3.264922E+04, 3.360102E+04, 3.457541E+04, 3.557281E+04, 3.659365E+04, 3.763834E+04, 3.870733E+04, 3.980105E+04, 4.091995E+04, 4.206447E+04, 4.323507E+04, 4.443221E+04, 4.565637E+04, 4.690800E+04, 4.818759E+04, 4.949562E+04, 5.083258E+04, 5.219896E+04, 5.359528E+04, 5.502203E+04, 5.647972E+04, 5.796888E+04, 5.949003E+04, 6.104370E+04, 6.263044E+04, 6.425077E+04, 6.590526E+04, 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3.185703E+05, 3.246648E+05, 3.308537E+05, 3.371380E+05, 3.435191E+05, 3.499978E+05, 3.565755E+05, 3.632532E+05, 3.700322E+05, 3.769134E+05, 3.838982E+05, 3.909877E+05, 3.981830E+05, 4.054854E+05, 4.128961E+05, 4.204163E+05, 4.280472E+05, 4.357900E+05, 4.436460E+05, 4.516165E+05, 4.597025E+05, 4.679055E+05, 4.762268E+05, 4.846675E+05, 4.932290E+05, 5.019125E+05, 5.107194E+05, 5.196510E+05, 5.287087E+05, 5.378936E+05, 5.472072E+05, 5.566509E+05, 5.662260E+05, 5.759338E+05, 5.857757E+05, 5.957531E+05, 6.058674E+05, 6.161201E+05, 6.265124E+05, 6.370458E+05, 6.477218E+05, 6.585417E+05, 6.695070E+05, 6.806192E+05, 6.918798E+05, 7.032900E+05, 7.148516E+05, 7.265659E+05, 7.384344E+05, 7.504586E+05, 7.626400E+05, 7.749802E+05, 7.874806E+05, 8.001428E+05, 8.129683E+05, 8.259587E+05, 8.391156E+05, 8.524403E+05, 8.659347E+05, 8.796001E+05, 8.934382E+05, 9.074507E+05, 9.216389E+05, 9.360048E+05, 9.505496E+05, 9.652752E+05, 9.801832E+05, 9.952751E+05, 1.010553E+06, 1.026018E+06, 1.041671E+06, 1.057515E+06, 1.073552E+06, 1.089782E+06, 1.106208E+06, 1.122832E+06, 1.139654E+06, 1.156677E+06, 1.173902E+06, 1.191332E+06, 1.208967E+06, 1.226810E+06, 1.244862E+06, 1.263125E+06, 1.281600E+06, 1.300291E+06, 1.319197E+06, 1.338322E+06, 1.357666E+06, 1.377232E+06, 1.397021E+06, 1.417035E+06, 1.437276E+06, 1.457745E+06, 1.478446E+06, 1.499378E+06, 1.520544E+06, 1.541946E+06, 1.563586E+06, 1.585466E+06, 1.607586E+06, 1.629950E+06, 1.652559E+06, 1.675414E+06, 1.698518E+06, 1.721873E+06, 1.745480E+06, 1.769341E+06, 1.793458E+06, 1.817833E+06, 1.842468E+06, 1.867364E+06, 1.892523E+06, 1.917948E+06, 1.943640E+06, 1.969602E+06, 1.995834E+06, 2.022338E+06, 2.049118E+06, 2.076174E+06, 2.103508E+06, 2.131123E+06, 2.159020E+06, 2.187201E+06, 2.215668E+06, 2.244423E+06, 2.273468E+06, 2.302804E+06, 2.332434E+06, 2.362359E+06, 2.392582E+06, 2.423104E+06, 2.453927E+06, 2.485053E+06, 2.516484E+06, 2.548221E+06, 2.580268E+06, 2.612625E+06, 2.645294E+06, 2.678278E+06, 2.711578E+06, 2.745197E+06, 2.779136E+06, 2.813396E+06, 2.847981E+06, 2.882891E+06, 2.918129E+06, 2.953696E+06, 2.989595E+06, 3.025828E+06, 3.062395E+06, 3.099300E+06, 3.136544E+06, 3.174128E+06, 3.212056E+06, 3.250328E+06, 3.288947E+06, 3.327914E+06, 3.367231E+06, 3.406901E+06, 3.446924E+06, 3.487304E+06, 3.528041E+06, 3.569137E+06, 3.610596E+06, 3.652417E+06, 3.694604E+06, 3.737158E+06, 3.780080E+06, 3.823373E+06, 3.867039E+06, 3.911079E+06, 3.955496E+06, 4.000290E+06, 4.045464E+06, 4.091020E+06, 4.136960E+06, 4.183284E+06, 4.229996E+06, 4.277096E+06, 4.324587E+06, 4.372471E+06, 4.420749E+06, 4.469423E+06, 4.518494E+06, 4.567966E+06, 4.617838E+06, 4.668114E+06, 4.718794E+06, 4.769881E+06, 4.821376E+06, 4.873282E+06, 4.925599E+06, 4.978330E+06, 5.031476E+06, 5.085038E+06, 5.139020E+06, 5.193422E+06, 5.248245E+06, 5.303493E+06, 5.359166E+06, 5.415266E+06, 5.471795E+06, 5.587207E+06, 5.648088E+06, 5.709503E+06, 5.771455E+06, 5.833948E+06, 5.896985E+06, 5.960570E+06, 6.024707E+06, 6.089399E+06, 6.154650E+06, 6.220463E+06, 6.286842E+06, 6.353792E+06, 6.421315E+06, 6.489415E+06, 6.558096E+06, 6.627362E+06, 6.697217E+06, 6.767664E+06, 6.838707E+06, 6.910350E+06, 6.982597E+06, 7.055451E+06, 7.128918E+06, 7.202999E+06, 7.277700E+06, 7.353024E+06, 7.428976E+06, 7.505558E+06, 7.582776E+06, 7.660633E+06, 7.739133E+06, 7.818280E+06, 7.898078E+06, 7.978532E+06, 8.059645E+06, 8.141422E+06, 8.223866E+06, 8.306982E+06, 8.390773E+06, 8.475245E+06, 8.560401E+06, 8.646245E+06, 8.732782E+06, 8.820016E+06, 8.907950E+06, 8.996591E+06, 9.085940E+06, 9.176004E+06, 9.266786E+06, 9.358291E+06, 9.450523E+06, 9.543486E+06, 9.637185E+06, 9.731624E+06, 9.826808E+06, 9.922741E+06, 1.001943E+07, 1.011687E+07, 1.021508E+07, 1.031405E+07, 1.041380E+07, 1.051432E+07, 1.061562E+07, 1.071771E+07, 1.082059E+07, 1.092426E+07, 1.102873E+07, 1.113401E+07, 1.124009E+07, 1.134699E+07, 1.145470E+07, 1.156324E+07, 1.167261E+07, 1.178281E+07, 1.189384E+07, 1.200572E+07, 1.211844E+07, 1.223202E+07, 1.234645E+07, 1.246174E+07, 1.257790E+07, 1.269494E+07, 1.281284E+07, 1.293163E+07, 1.305131E+07, 1.317187E+07, 1.329334E+07, 1.341570E+07, 1.353897E+07, 1.366315E+07, 1.378825E+07, 1.391427E+07, 1.404122E+07, 1.416910E+07, 1.429792E+07, 1.442767E+07, 1.455838E+07, 1.469004E+07, 1.482266E+07, 1.495624E+07, 1.509079E+07, 1.522631E+07, 1.536282E+07, 1.550031E+07, 1.563878E+07, 1.577826E+07, ]) # ============================ M = 4, I = 4 ============================ M = 4 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.919858E+01, 1.611687E+02, 3.192899E+02, 4.774272E+02, 6.355719E+02, 7.937222E+02, 9.518789E+02, 1.110051E+03, 1.268271E+03, 1.426620E+03, 1.585249E+03, 1.744387E+03, 1.904341E+03, 2.065481E+03, 2.228223E+03, 2.393011E+03, 2.560301E+03, 2.730552E+03, 2.904211E+03, 3.081711E+03, 3.263471E+03, 3.449890E+03, 3.641347E+03, 3.838209E+03, 4.040823E+03, 4.249525E+03, 4.464638E+03, 4.686477E+03, 4.915348E+03, 5.151548E+03, 5.395372E+03, 5.647108E+03, 5.907045E+03, 6.175466E+03, 6.452655E+03, 6.738895E+03, 7.034472E+03, 7.339669E+03, 7.654774E+03, 7.980075E+03, 8.315864E+03, 8.662434E+03, 9.020084E+03, 9.389114E+03, 9.769830E+03, 1.016254E+04, 1.056756E+04, 1.098520E+04, 1.141579E+04, 1.185965E+04, 1.231712E+04, 1.278853E+04, 1.327423E+04, 1.377456E+04, 1.428989E+04, 1.482055E+04, 1.536693E+04, 1.592940E+04, 1.650831E+04, 1.710408E+04, 1.771707E+04, 1.834768E+04, 1.899632E+04, 1.966339E+04, 2.034931E+04, 2.105449E+04, 2.177936E+04, 2.252436E+04, 2.328993E+04, 2.407650E+04, 2.488454E+04, 2.571450E+04, 2.656685E+04, 2.744206E+04, 2.834062E+04, 2.926301E+04, 3.020973E+04, 3.118128E+04, 3.217817E+04, 3.320091E+04, 3.425003E+04, 3.532606E+04, 3.642953E+04, 3.756101E+04, 3.872103E+04, 3.991016E+04, 4.112897E+04, 4.237804E+04, 4.365795E+04, 4.496930E+04, 4.631268E+04, 4.768870E+04, 4.909798E+04, 5.054115E+04, 5.201884E+04, 5.353168E+04, 5.508033E+04, 5.666545E+04, 5.828771E+04, 5.994776E+04, 6.164631E+04, 6.338404E+04, 6.516166E+04, 6.697987E+04, 6.883938E+04, 7.074093E+04, 7.268526E+04, 7.467310E+04, 7.670521E+04, 7.878235E+04, 8.090530E+04, 8.307483E+04, 8.529174E+04, 8.755682E+04, 8.987088E+04, 9.223475E+04, 9.464924E+04, 9.711520E+04, 9.963347E+04, 1.022049E+05, 1.048304E+05, 1.075108E+05, 1.102469E+05, 1.130398E+05, 1.158903E+05, 1.187992E+05, 1.217676E+05, 1.247964E+05, 1.278865E+05, 1.310389E+05, 1.342545E+05, 1.375343E+05, 1.408793E+05, 1.442905E+05, 1.477690E+05, 1.513156E+05, 1.549315E+05, 1.586176E+05, 1.623751E+05, 1.662051E+05, 1.701084E+05, 1.740864E+05, 1.781400E+05, 1.822703E+05, 1.864785E+05, 1.907656E+05, 1.951329E+05, 1.995815E+05, 2.041125E+05, 2.087271E+05, 2.134265E+05, 2.182119E+05, 2.230844E+05, 2.280454E+05, 2.330960E+05, 2.382374E+05, 2.434710E+05, 2.487979E+05, 2.542195E+05, 2.597370E+05, 2.653518E+05, 2.710651E+05, 2.768783E+05, 2.827927E+05, 2.888096E+05, 2.949304E+05, 3.011565E+05, 3.074893E+05, 3.139301E+05, 3.204803E+05, 3.271414E+05, 3.339149E+05, 3.408020E+05, 3.478044E+05, 3.549234E+05, 3.621606E+05, 3.695174E+05, 3.769954E+05, 3.845960E+05, 3.923208E+05, 4.001714E+05, 4.081492E+05, 4.162559E+05, 4.244931E+05, 4.328622E+05, 4.413651E+05, 4.500031E+05, 4.587781E+05, 4.676916E+05, 4.767453E+05, 4.859408E+05, 4.952800E+05, 5.047643E+05, 5.143956E+05, 5.241756E+05, 5.341060E+05, 5.441886E+05, 5.544251E+05, 5.648173E+05, 5.753670E+05, 5.860760E+05, 5.969461E+05, 6.079792E+05, 6.191770E+05, 6.305414E+05, 6.420744E+05, 6.537778E+05, 6.656534E+05, 6.777032E+05, 6.899291E+05, 7.023330E+05, 7.149170E+05, 7.276828E+05, 7.406327E+05, 7.537684E+05, 7.670920E+05, 7.806055E+05, 7.943110E+05, 8.082105E+05, 8.223060E+05, 8.365996E+05, 8.510934E+05, 8.657895E+05, 8.806900E+05, 8.957970E+05, 9.111126E+05, 9.266389E+05, 9.423782E+05, 9.583327E+05, 9.745043E+05, 9.908955E+05, 1.007508E+06, 1.024345E+06, 1.041408E+06, 1.058699E+06, 1.076221E+06, 1.093976E+06, 1.111966E+06, 1.130194E+06, 1.148661E+06, 1.167371E+06, 1.186325E+06, 1.205526E+06, 1.224976E+06, 1.244677E+06, 1.264632E+06, 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3.535790E+06, 3.581387E+06, 3.627440E+06, 3.673950E+06, 3.720922E+06, 3.768359E+06, 3.816262E+06, 3.864636E+06, 3.913483E+06, 3.962806E+06, 4.012607E+06, 4.062891E+06, 4.113659E+06, 4.164915E+06, 4.216662E+06, 4.268902E+06, 4.321639E+06, 4.374875E+06, 4.428614E+06, 4.482857E+06, 4.537610E+06, 4.592873E+06, 4.648650E+06, 4.704944E+06, 4.761758E+06, 4.819095E+06, 4.876958E+06, 4.935350E+06, 4.994272E+06, 5.053730E+06, 5.113724E+06, 5.174259E+06, 5.235337E+06, 5.296961E+06, 5.359134E+06, 5.421859E+06, 5.485138E+06, 5.548975E+06, 5.613372E+06, 5.678333E+06, 5.743859E+06, 5.809955E+06, 5.876622E+06, 5.943864E+06, 6.011684E+06, 6.080083E+06, 6.149066E+06, 6.218635E+06, 6.288792E+06, 6.359542E+06, 6.430885E+06, 6.502825E+06, 6.575366E+06, 6.648509E+06, 6.722257E+06, 6.796614E+06, 6.871582E+06, 6.947163E+06, 7.023361E+06, 7.100178E+06, 7.177617E+06, 7.255680E+06, 7.334371E+06, 7.413691E+06, 7.493645E+06, 7.574234E+06, 7.655460E+06, 7.737328E+06, 7.819838E+06, 7.902995E+06, 7.986800E+06, 8.071257E+06, 8.156367E+06, 8.242134E+06, 8.413287E+06, 8.505590E+06, 8.598707E+06, 8.692645E+06, 8.787408E+06, 8.883002E+06, 8.979432E+06, 9.076705E+06, 9.174826E+06, 9.273800E+06, 9.373632E+06, 9.474329E+06, 9.575897E+06, 9.678340E+06, 9.781665E+06, 9.885878E+06, 9.990983E+06, 1.009699E+07, 1.020390E+07, 1.031172E+07, 1.042045E+07, 1.053011E+07, 1.064070E+07, 1.075222E+07, 1.086468E+07, 1.097809E+07, 1.109245E+07, 1.120777E+07, 1.132406E+07, 1.144131E+07, 1.155954E+07, 1.167875E+07, 1.179896E+07, 1.192016E+07, 1.204235E+07, 1.216556E+07, 1.228978E+07, 1.241503E+07, 1.254130E+07, 1.266860E+07, 1.279694E+07, 1.292633E+07, 1.305677E+07, 1.318827E+07, 1.332083E+07, 1.345447E+07, 1.358918E+07, 1.372498E+07, 1.386188E+07, 1.399987E+07, 1.413896E+07, 1.427917E+07, 1.442050E+07, 1.456295E+07, 1.470654E+07, 1.485126E+07, 1.499713E+07, 1.514415E+07, 1.529233E+07, 1.544168E+07, 1.559220E+07, 1.574390E+07, 1.589680E+07, 1.605088E+07, 1.620616E+07, 1.636266E+07, 1.652037E+07, 1.667930E+07, 1.683947E+07, 1.700087E+07, 1.716352E+07, 1.732742E+07, 1.749257E+07, 1.765900E+07, 1.782670E+07, 1.799568E+07, 1.816595E+07, 1.833751E+07, 1.851038E+07, 1.868456E+07, 1.886006E+07, 1.903688E+07, 1.921504E+07, 1.939454E+07, 1.957540E+07, 1.975760E+07, 1.994118E+07, 2.012612E+07, 2.031244E+07, 2.050016E+07, 2.068927E+07, 2.087978E+07, 2.107170E+07, 2.126505E+07, 2.145982E+07, 2.165603E+07, 2.185368E+07, 2.205278E+07, 2.225334E+07, 2.245537E+07, 2.265888E+07, 2.286387E+07, 2.307035E+07, 2.327834E+07, 2.348783E+07, 2.369884E+07, 2.391138E+07, 2.412544E+07, 2.434106E+07, 2.455822E+07, ]) # ============================ M = 4, I = 5 ============================ M = 4 I = 5 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.126778E+02, 9.411390E+02, 1.863984E+03, 2.786926E+03, 3.709912E+03, 4.632931E+03, 5.555987E+03, 6.479130E+03, 7.402544E+03, 8.326691E+03, 9.252428E+03, 1.018107E+04, 1.111437E+04, 1.205447E+04, 1.300376E+04, 1.396481E+04, 1.494026E+04, 1.593276E+04, 1.694489E+04, 1.797918E+04, 1.903803E+04, 2.012376E+04, 2.123858E+04, 2.238457E+04, 2.356377E+04, 2.477810E+04, 2.602943E+04, 2.731958E+04, 2.865029E+04, 3.002328E+04, 3.144025E+04, 3.290286E+04, 3.441275E+04, 3.597157E+04, 3.758093E+04, 3.924246E+04, 4.095780E+04, 4.272858E+04, 4.455645E+04, 4.644306E+04, 4.839008E+04, 5.039921E+04, 5.247213E+04, 5.461060E+04, 5.681634E+04, 5.909113E+04, 6.143677E+04, 6.385508E+04, 6.634791E+04, 6.891713E+04, 7.156465E+04, 7.429239E+04, 7.710234E+04, 7.999648E+04, 8.297683E+04, 8.604545E+04, 8.920445E+04, 9.245593E+04, 9.580206E+04, 9.924503E+04, 1.027871E+05, 1.064304E+05, 1.101774E+05, 1.140304E+05, 1.179916E+05, 1.220637E+05, 1.262489E+05, 1.305497E+05, 1.349687E+05, 1.395085E+05, 1.441715E+05, 1.489606E+05, 1.538783E+05, 1.589273E+05, 1.641105E+05, 1.694305E+05, 1.748902E+05, 1.804926E+05, 1.862405E+05, 1.921369E+05, 1.981847E+05, 2.043871E+05, 2.107470E+05, 2.172677E+05, 2.239523E+05, 2.308041E+05, 2.378262E+05, 2.450220E+05, 2.523948E+05, 2.599480E+05, 2.676851E+05, 2.756095E+05, 2.837248E+05, 2.920346E+05, 3.005424E+05, 3.092520E+05, 3.181670E+05, 3.272912E+05, 3.366285E+05, 3.461827E+05, 3.559577E+05, 3.659574E+05, 3.761860E+05, 3.866473E+05, 3.973456E+05, 4.082850E+05, 4.194697E+05, 4.309039E+05, 4.425920E+05, 4.545384E+05, 4.667474E+05, 4.792235E+05, 4.919713E+05, 5.049953E+05, 5.183001E+05, 5.318905E+05, 5.457711E+05, 5.599467E+05, 5.744223E+05, 5.892026E+05, 6.042926E+05, 6.196974E+05, 6.354220E+05, 6.514716E+05, 6.678512E+05, 6.845662E+05, 7.016218E+05, 7.190235E+05, 7.367765E+05, 7.548864E+05, 7.733587E+05, 7.921989E+05, 8.114128E+05, 8.310060E+05, 8.509843E+05, 8.713534E+05, 8.921194E+05, 9.132881E+05, 9.348656E+05, 9.568578E+05, 9.792711E+05, 1.002111E+06, 1.025385E+06, 1.049098E+06, 1.073258E+06, 1.097870E+06, 1.122941E+06, 1.148478E+06, 1.174487E+06, 1.200974E+06, 1.227948E+06, 1.255414E+06, 1.283379E+06, 1.311851E+06, 1.340836E+06, 1.370342E+06, 1.400376E+06, 1.430944E+06, 1.462054E+06, 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5.685989E+06, 5.781222E+06, 5.877738E+06, 5.975550E+06, 6.074671E+06, 6.175115E+06, 6.276895E+06, 6.380022E+06, 6.484512E+06, 6.590376E+06, 6.697628E+06, 6.806283E+06, 6.916352E+06, 7.027850E+06, 7.140791E+06, 7.255187E+06, 7.371053E+06, 7.488403E+06, 7.607250E+06, 7.727609E+06, 7.849493E+06, 7.972917E+06, 8.097895E+06, 8.224440E+06, 8.352568E+06, 8.482292E+06, 8.613628E+06, 8.746589E+06, 8.881190E+06, 9.017446E+06, 9.155371E+06, 9.294980E+06, 9.436288E+06, 9.579310E+06, 9.724061E+06, 9.870555E+06, 1.001881E+07, 1.016883E+07, 1.032065E+07, 1.047427E+07, 1.062971E+07, 1.078698E+07, 1.094610E+07, 1.110709E+07, 1.126996E+07, 1.143473E+07, 1.160141E+07, 1.177001E+07, 1.194056E+07, 1.211307E+07, 1.228755E+07, 1.246402E+07, 1.264250E+07, 1.282301E+07, 1.300554E+07, 1.319014E+07, 1.337680E+07, 1.356555E+07, 1.375641E+07, 1.394938E+07, 1.414448E+07, 1.434174E+07, 1.454116E+07, 1.474277E+07, 1.494658E+07, 1.515260E+07, 1.536086E+07, 1.557136E+07, 1.578413E+07, 1.599918E+07, 1.621653E+07, 1.643620E+07, 1.665819E+07, 1.688254E+07, 1.710925E+07, 1.733834E+07, 1.756983E+07, 1.780373E+07, 1.804006E+07, 1.827885E+07, 1.852010E+07, 1.876382E+07, 1.901005E+07, 1.925880E+07, 1.951007E+07, 1.976390E+07, 2.002028E+07, 2.027926E+07, 2.054083E+07, 2.080502E+07, 2.107184E+07, 2.134131E+07, 2.161345E+07, 2.188827E+07, 2.216579E+07, 2.244603E+07, 2.272901E+07, 2.301473E+07, 2.330323E+07, 2.359451E+07, 2.388859E+07, 2.418549E+07, 2.448523E+07, 2.478782E+07, 2.509328E+07, 2.540162E+07, 2.571288E+07, 2.602704E+07, 2.634415E+07, 2.666421E+07, 2.698725E+07, 2.731327E+07, 2.764229E+07, 2.797434E+07, 2.830942E+07, 2.864756E+07, 2.898877E+07, 2.933307E+07, 2.968048E+07, 3.003100E+07, 3.038466E+07, 3.074148E+07, 3.110147E+07, 3.146465E+07, 3.183104E+07, 3.220064E+07, 3.257348E+07, 3.294958E+07, 3.332895E+07, 3.371160E+07, 3.409756E+07, 3.448684E+07, 3.487945E+07, 3.527541E+07, 3.567475E+07, 3.607747E+07, 3.648359E+07, 3.689312E+07, 3.730609E+07, 3.772251E+07, 3.814240E+07, 3.856576E+07, 3.899262E+07, 3.942300E+07, 3.985690E+07, 4.029435E+07, 4.073536E+07, 4.117995E+07, 4.162813E+07, 4.207991E+07, 4.253532E+07, 4.299436E+07, 4.345706E+07, 4.392343E+07, 4.439348E+07, 4.486724E+07, 4.534470E+07, 4.582590E+07, 4.631085E+07, 4.679955E+07, 4.729203E+07, 4.778830E+07, 4.828837E+07, 4.879227E+07, 4.930000E+07, 5.033299E+07, 5.088003E+07, 5.143185E+07, 5.198849E+07, 5.254997E+07, 5.311634E+07, 5.368761E+07, 5.426382E+07, 5.484502E+07, 5.543122E+07, 5.602246E+07, 5.661877E+07, 5.722019E+07, 5.782675E+07, 5.843848E+07, 5.905542E+07, 5.967760E+07, 6.030505E+07, 6.093781E+07, 6.157591E+07, 6.221939E+07, 6.286827E+07, 6.352260E+07, 6.418241E+07, 6.484774E+07, 6.551861E+07, 6.619506E+07, 6.687714E+07, 6.756487E+07, 6.825829E+07, 6.895743E+07, 6.966234E+07, 7.037304E+07, 7.108958E+07, 7.181198E+07, 7.254030E+07, 7.327455E+07, 7.401479E+07, 7.476104E+07, 7.551335E+07, 7.627174E+07, 7.703627E+07, 7.780696E+07, 7.858385E+07, 7.936698E+07, 8.015640E+07, 8.095213E+07, 8.175422E+07, 8.256270E+07, 8.337761E+07, 8.419900E+07, 8.502690E+07, 8.586134E+07, 8.670238E+07, 8.755004E+07, 8.840438E+07, 8.926542E+07, 9.013320E+07, 9.100778E+07, 9.188918E+07, 9.277745E+07, 9.367264E+07, 9.457477E+07, 9.548389E+07, 9.640004E+07, 9.732327E+07, 9.825361E+07, 9.919111E+07, 1.001358E+08, 1.010877E+08, 1.020470E+08, 1.030135E+08, 1.039874E+08, 1.049687E+08, 1.059575E+08, 1.069538E+08, 1.079576E+08, 1.089689E+08, 1.099879E+08, 1.110146E+08, 1.120490E+08, 1.130912E+08, 1.141411E+08, 1.151989E+08, 1.162646E+08, 1.173382E+08, 1.184197E+08, 1.195094E+08, 1.206070E+08, 1.217128E+08, 1.228268E+08, 1.239489E+08, 1.250793E+08, 1.262180E+08, 1.273651E+08, 1.285205E+08, 1.296844E+08, 1.308567E+08, 1.320376E+08, 1.332270E+08, 1.344251E+08, 1.356319E+08, 1.368473E+08, 1.380716E+08, 1.393046E+08, 1.405465E+08, ]) # ============================ M = 5, I = 1 ============================ M = 5 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.011873E+00, 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1.090288E+04, 1.092737E+04, 1.095189E+04, 1.097644E+04, 1.100102E+04, 1.102564E+04, 1.105028E+04, 1.107495E+04, 1.109965E+04, 1.112438E+04, 1.114914E+04, 1.117392E+04, 1.119874E+04, 1.122359E+04, 1.124847E+04, 1.127338E+04, 1.129831E+04, 1.132328E+04, 1.134827E+04, 1.137330E+04, 1.139836E+04, 1.142344E+04, 1.144856E+04, 1.147370E+04, 1.149887E+04, 1.152408E+04, 1.154931E+04, 1.157458E+04, 1.159987E+04, 1.162519E+04, 1.165054E+04, 1.167592E+04, 1.170134E+04, 1.172678E+04, 1.175225E+04, 1.177775E+04, 1.180328E+04, 1.182884E+04, 1.185443E+04, 1.188005E+04, 1.190570E+04, 1.193138E+04, 1.195708E+04, 1.198282E+04, 1.200859E+04, 1.203439E+04, 1.206022E+04, 1.208607E+04, ]) # ============================ M = 5, I = 2 ============================ M = 5 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.030288E+00, 8.267085E+00, 1.581158E+01, 2.336938E+01, 3.093063E+01, 3.849345E+01, 4.605723E+01, 5.362171E+01, 6.118674E+01, 6.875227E+01, 7.631825E+01, 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2.375712E+04, 2.380996E+04, 2.386287E+04, 2.391584E+04, 2.396888E+04, 2.402197E+04, 2.407513E+04, 2.412835E+04, 2.418164E+04, 2.423498E+04, 2.428839E+04, 2.434187E+04, 2.439540E+04, 2.444900E+04, 2.450266E+04, 2.455638E+04, 2.461017E+04, 2.466402E+04, 2.471793E+04, 2.477191E+04, 2.482594E+04, 2.488004E+04, 2.493421E+04, 2.498843E+04, 2.504272E+04, 2.509707E+04, 2.515149E+04, 2.520597E+04, 2.526051E+04, 2.531511E+04, 2.536977E+04, 2.542450E+04, 2.547929E+04, 2.553415E+04, 2.558906E+04, 2.564404E+04, 2.569909E+04, 2.575419E+04, ]) # ============================ M = 5, I = 3 ============================ M = 5 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.015452E+00, 4.147905E+00, 7.934633E+00, 1.172798E+01, 1.552306E+01, 1.931892E+01, 2.311525E+01, 2.691193E+01, 3.070890E+01, 3.450611E+01, 3.830354E+01, 4.210119E+01, 4.589904E+01, 4.969708E+01, 5.349532E+01, 5.729374E+01, 6.109235E+01, 6.489114E+01, 6.869012E+01, 7.248928E+01, 7.628863E+01, 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1.220953E+04, 1.223641E+04, 1.226333E+04, 1.229027E+04, 1.231725E+04, 1.234425E+04, 1.237129E+04, 1.239836E+04, 1.242546E+04, 1.245259E+04, 1.247976E+04, 1.250695E+04, 1.253418E+04, 1.256144E+04, 1.258873E+04, 1.261605E+04, 1.264341E+04, 1.267079E+04, 1.269821E+04, 1.272566E+04, 1.275314E+04, 1.278065E+04, 1.280819E+04, 1.283577E+04, 1.286337E+04, 1.289101E+04, 1.291868E+04, 1.294638E+04, ]) # ============================ M = 5, I = 4 ============================ M = 5 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.081922E+00, 2.436772E+01, 4.656424E+01, 6.880145E+01, 9.104919E+01, 1.133017E+02, 1.355571E+02, 1.578146E+02, 1.800737E+02, 2.023344E+02, 2.245963E+02, 2.468595E+02, 2.691239E+02, 2.913895E+02, 3.136561E+02, 3.359239E+02, 3.581928E+02, 3.804628E+02, 4.027338E+02, 4.250059E+02, 4.472791E+02, 4.695535E+02, 4.918290E+02, 5.141057E+02, 5.363838E+02, 5.586634E+02, 5.809448E+02, 6.032282E+02, 6.255140E+02, 6.478026E+02, 6.700946E+02, 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7.247013E+04, 7.262804E+04, 7.278614E+04, 7.294442E+04, 7.310288E+04, 7.326153E+04, 7.342037E+04, 7.357938E+04, 7.373859E+04, 7.389797E+04, 7.405754E+04, 7.421729E+04, 7.437723E+04, 7.453735E+04, 7.469766E+04, 7.485815E+04, 7.501882E+04, 7.517968E+04, ]) # ============================ M = 5, I = 5 ============================ M = 5 I = 5 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.039418E+00, 8.661644E+00, 1.660374E+01, 2.455843E+01, 3.251644E+01, 4.047597E+01, 4.843645E+01, 5.639761E+01, 6.435935E+01, 7.232159E+01, 8.028429E+01, 8.824743E+01, 9.621098E+01, 1.041749E+02, 1.121393E+02, 1.201041E+02, 1.280692E+02, 1.360347E+02, 1.440006E+02, 1.519669E+02, 1.599336E+02, 1.679007E+02, 1.758683E+02, 1.838363E+02, 1.918049E+02, 1.997740E+02, 2.077439E+02, 2.157147E+02, 2.236865E+02, 2.316595E+02, 2.396341E+02, 2.476104E+02, 2.555889E+02, 2.635700E+02, 2.715540E+02, 2.795415E+02, 2.875331E+02, 2.955292E+02, 3.035306E+02, 3.115380E+02, 3.195519E+02, 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2.726241E+04, 2.732121E+04, 2.738008E+04, 2.743901E+04, 2.749801E+04, 2.755708E+04, 2.761622E+04, 2.767542E+04, ]) # ============================ M = 5, I = 6 ============================ M = 5 I = 6 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.220898E+01, 5.082797E+01, 9.733024E+01, 1.439100E+02, 1.905101E+02, 2.371194E+02, 2.837345E+02, 3.303537E+02, 3.769762E+02, 4.236018E+02, 4.702301E+02, 5.168610E+02, 5.634943E+02, 6.101300E+02, 6.567681E+02, 7.034084E+02, 7.500511E+02, 7.966960E+02, 8.433432E+02, 8.899926E+02, 9.366443E+02, 9.832985E+02, 1.029955E+03, 1.076614E+03, 1.123277E+03, 1.169943E+03, 1.216613E+03, 1.263287E+03, 1.309967E+03, 1.356655E+03, 1.403350E+03, 1.450055E+03, 1.496772E+03, 1.543502E+03, 1.590249E+03, 1.637015E+03, 1.683803E+03, 1.730616E+03, 1.777457E+03, 1.824332E+03, 1.871242E+03, 1.918194E+03, 1.965190E+03, 2.012235E+03, 2.059335E+03, 2.106494E+03, 2.153718E+03, 2.201010E+03, 2.248376E+03, 2.295822E+03, 2.343353E+03, 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M = 5, I = 7 ============================ M = 5 I = 7 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.018644E+00, 4.287465E+00, 8.214804E+00, 1.214852E+01, 1.608390E+01, 2.002005E+01, 2.395667E+01, 2.789364E+01, 3.183090E+01, 3.576840E+01, 3.970613E+01, 4.364408E+01, 4.758224E+01, 5.152060E+01, 5.545915E+01, 5.939790E+01, 6.333685E+01, 6.727598E+01, 7.121530E+01, 7.515482E+01, 7.909453E+01, 8.303445E+01, 8.697458E+01, 9.091494E+01, 9.485556E+01, 9.879649E+01, 1.027378E+02, 1.066794E+02, 1.106216E+02, 1.145644E+02, 1.185079E+02, 1.224523E+02, 1.263976E+02, 1.303442E+02, 1.342923E+02, 1.382420E+02, 1.421936E+02, 1.461475E+02, 1.501038E+02, 1.540630E+02, 1.580254E+02, 1.619913E+02, 1.659612E+02, 1.699354E+02, 1.739143E+02, 1.778983E+02, 1.818879E+02, 1.858835E+02, 1.898856E+02, 1.938946E+02, 1.979109E+02, 2.019350E+02, 2.059673E+02, 2.100084E+02, 2.140586E+02, 2.181185E+02, 2.221884E+02, 2.262688E+02, 2.303601E+02, 2.344629E+02, 2.385774E+02, 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1.321706E+04, 1.324681E+04, 1.327659E+04, 1.330640E+04, 1.333625E+04, 1.336614E+04, 1.339606E+04, 1.342601E+04, 1.345601E+04, 1.348603E+04, 1.351609E+04, 1.354619E+04, 1.357632E+04, 1.360649E+04, 1.363669E+04, 1.366693E+04, 1.369720E+04, 1.372751E+04, 1.375785E+04, 1.378823E+04, 1.381864E+04, 1.384909E+04, 1.387957E+04, 1.391009E+04, 1.394064E+04, 1.397123E+04, 1.400185E+04, 1.403251E+04, 1.406320E+04, 1.409393E+04, 1.412469E+04, 1.415549E+04, 1.418632E+04, 1.421719E+04, 1.424809E+04, 1.427903E+04, 1.431001E+04, 1.434101E+04, 1.437206E+04, 1.440314E+04, 1.443425E+04, 1.446540E+04, 1.449658E+04, 1.452780E+04, 1.455906E+04, 1.459034E+04, 1.462167E+04, 1.465303E+04, 1.468442E+04, ]) # ============================ M = 5, I = 9 ============================ M = 5 I = 9 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.128640E+00, 2.638980E+01, 5.062367E+01, 7.489469E+01, 9.917550E+01, 1.234608E+02, 1.477490E+02, 1.720393E+02, 1.963312E+02, 2.206247E+02, 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5.558103E+04, 5.572636E+04, 5.587189E+04, 5.601763E+04, 5.616356E+04, 5.630970E+04, 5.645604E+04, 5.660259E+04, 5.674934E+04, 5.689629E+04, 5.704344E+04, 5.719080E+04, 5.733836E+04, 5.748612E+04, 5.763409E+04, 5.778225E+04, 5.793062E+04, 5.807920E+04, 5.822798E+04, 5.837696E+04, 5.852614E+04, 5.867553E+04, 5.882512E+04, 5.897491E+04, 5.912490E+04, 5.927510E+04, 5.942551E+04, 5.957611E+04, 5.972692E+04, 5.987793E+04, 6.002915E+04, 6.018057E+04, 6.033219E+04, 6.048401E+04, 6.063604E+04, 6.078828E+04, 6.094071E+04, 6.109335E+04, 6.124619E+04, 6.139924E+04, 6.155249E+04, 6.170594E+04, 6.185960E+04, 6.201346E+04, 6.216752E+04, 6.232179E+04, 6.247626E+04, 6.263094E+04, 6.278582E+04, 6.294090E+04, 6.309618E+04, 6.325167E+04, 6.340737E+04, 6.356326E+04, 6.371936E+04, 6.387567E+04, 6.403218E+04, 6.418889E+04, 6.434581E+04, 6.450293E+04, 6.466025E+04, 6.481778E+04, 6.497551E+04, 6.513344E+04, 6.529158E+04, 6.544993E+04, 6.560848E+04, 6.576723E+04, 6.592618E+04, 6.608534E+04, 6.624470E+04, 6.640427E+04, 6.656404E+04, 6.672402E+04, 6.688420E+04, 6.704458E+04, 6.720517E+04, 6.736596E+04, 6.752696E+04, 6.768815E+04, 6.784956E+04, 6.801117E+04, 6.817298E+04, 6.833500E+04, 6.849722E+04, 6.865964E+04, 6.882227E+04, 6.898510E+04, 6.914814E+04, 6.931138E+04, 6.947483E+04, 6.963848E+04, 6.980233E+04, 6.996639E+04, 7.013065E+04, 7.029512E+04, 7.045979E+04, 7.062467E+04, 7.078975E+04, 7.095503E+04, 7.112052E+04, 7.128621E+04, 7.145211E+04, 7.161821E+04, 7.178452E+04, 7.195103E+04, 7.211774E+04, 7.228466E+04, 7.245178E+04, 7.261911E+04, 7.278664E+04, 7.295438E+04, 7.312232E+04, 7.329046E+04, 7.345882E+04, 7.362737E+04, 7.379613E+04, 7.396509E+04, 7.413426E+04, 7.430363E+04, 7.447320E+04, 7.464298E+04, 7.481297E+04, 7.498316E+04, 7.515355E+04, 7.532415E+04, 7.549495E+04, 7.566596E+04, 7.583717E+04, 7.600858E+04, 7.618020E+04, 7.635203E+04, 7.652405E+04, 7.669629E+04, 7.686873E+04, 7.704137E+04, 7.721421E+04, 7.738726E+04, 7.756052E+04, 7.773398E+04, 7.790764E+04, 7.808151E+04, 7.825558E+04, 7.842986E+04, 7.860434E+04, 7.877903E+04, 7.895392E+04, 7.912901E+04, 7.930431E+04, 7.947982E+04, 7.965552E+04, 7.983144E+04, 8.000755E+04, 8.018387E+04, 8.036040E+04, 8.053713E+04, 8.071406E+04, 8.089120E+04, 8.106854E+04, 8.124609E+04, 8.142384E+04, 8.160180E+04, 8.177996E+04, 8.195832E+04, 8.213689E+04, 8.231566E+04, 8.249464E+04, 8.267382E+04, 8.285321E+04, 8.303280E+04, 8.321259E+04, 8.339259E+04, 8.357279E+04, 8.375320E+04, 8.393381E+04, 8.411462E+04, 8.429564E+04, 8.447687E+04, 8.465829E+04, 8.483993E+04, 8.502176E+04, ]) # ============================ M = 6, I = 1 ============================ M = 6 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[3] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 5.000002E+00, 7.272370E+00, 1.273767E+01, 2.059397E+01, 3.049705E+01, 4.199410E+01, 5.479202E+01, 6.872311E+01, 8.368425E+01, 9.960333E+01, 1.164245E+02, 1.341018E+02, 1.525959E+02, 1.718728E+02, 1.919029E+02, 2.126596E+02, 2.341201E+02, 2.562643E+02, 2.790751E+02, 3.025384E+02, 3.266432E+02, 3.513815E+02, 3.767488E+02, 4.027436E+02, 4.293680E+02, 4.566274E+02, 4.845306E+02, 5.130894E+02, 5.423191E+02, 5.722379E+02, 6.028670E+02, 6.342302E+02, 6.663543E+02, 6.992682E+02, 7.330035E+02, 7.675937E+02, 8.030746E+02, 8.394840E+02, 8.768615E+02, 9.152485E+02, 9.546881E+02, 9.952254E+02, 1.036907E+03, 1.079780E+03, 1.123895E+03, 1.169303E+03, 1.216057E+03, 1.264212E+03, 1.313823E+03, 1.364947E+03, 1.417646E+03, 1.471978E+03, 1.528007E+03, 1.585799E+03, 1.645418E+03, 1.706934E+03, 1.770416E+03, 1.835938E+03, 1.903573E+03, 1.973398E+03, 2.045491E+03, 2.119935E+03, 2.196812E+03, 2.276208E+03, 2.358212E+03, 2.442916E+03, 2.530412E+03, 2.620797E+03, 2.714172E+03, 2.810638E+03, 2.910302E+03, 3.013272E+03, 3.119659E+03, 3.229581E+03, 3.343154E+03, 3.460503E+03, 3.581753E+03, 3.707034E+03, 3.836480E+03, 3.970229E+03, 4.108422E+03, 4.251207E+03, 4.398734E+03, 4.551157E+03, 4.708638E+03, 4.871339E+03, 5.039432E+03, 5.213089E+03, 5.392492E+03, 5.577824E+03, 5.769275E+03, 5.967043E+03, 6.171328E+03, 6.382337E+03, 6.600285E+03, 6.825390E+03, 7.057880E+03, 7.297985E+03, 7.545945E+03, 7.802007E+03, 8.066422E+03, 8.339451E+03, 8.621360E+03, 8.912425E+03, 9.212927E+03, 9.523157E+03, 9.843412E+03, 1.017400E+04, 1.051523E+04, 1.086743E+04, 1.123093E+04, 1.160608E+04, 1.199321E+04, 1.239269E+04, 1.280488E+04, 1.323017E+04, 1.366894E+04, 1.412158E+04, 1.458851E+04, 1.507014E+04, 1.556690E+04, 1.607922E+04, 1.660756E+04, 1.715237E+04, 1.771413E+04, 1.829331E+04, 1.889041E+04, 1.950594E+04, 2.014041E+04, 2.079434E+04, 2.146829E+04, 2.216279E+04, 2.287843E+04, 2.361576E+04, 2.437539E+04, 2.515791E+04, 2.596394E+04, 2.679411E+04, 2.764905E+04, 2.852943E+04, 2.943591E+04, 3.036917E+04, 3.132991E+04, 3.231883E+04, 3.333665E+04, 3.438412E+04, 3.546198E+04, 3.657099E+04, 3.771194E+04, 3.888561E+04, 4.009281E+04, 4.133436E+04, 4.261110E+04, 4.392387E+04, 4.527354E+04, 4.666098E+04, 4.808710E+04, 4.955279E+04, 5.105897E+04, 5.260660E+04, 5.419660E+04, 5.582996E+04, 5.750764E+04, 5.923066E+04, 6.100001E+04, 6.281671E+04, 6.468182E+04, 6.659638E+04, 6.856146E+04, 7.057814E+04, 7.264752E+04, 7.477071E+04, 7.694885E+04, 7.918306E+04, 8.147450E+04, 8.382435E+04, 8.623378E+04, 8.870399E+04, 9.123620E+04, 9.383163E+04, 9.649152E+04, 9.921713E+04, 1.020097E+05, 1.048706E+05, 1.078010E+05, 1.108022E+05, 1.138757E+05, 1.170227E+05, 1.202445E+05, 1.235426E+05, 1.269182E+05, 1.303729E+05, 1.339080E+05, 1.375248E+05, 1.412249E+05, 1.450096E+05, 1.488804E+05, 1.528388E+05, 1.568863E+05, 1.610242E+05, 1.652542E+05, 1.695777E+05, 1.739963E+05, 1.785114E+05, 1.831247E+05, 1.878376E+05, 1.926517E+05, 1.975686E+05, 2.025899E+05, 2.077172E+05, 2.129521E+05, 2.182961E+05, 2.237509E+05, 2.293182E+05, 2.349995E+05, 2.407966E+05, 2.467111E+05, 2.527446E+05, 2.588988E+05, 2.651755E+05, 2.715762E+05, 2.781027E+05, 2.847568E+05, 2.915400E+05, 2.984542E+05, 3.055011E+05, 3.126824E+05, 3.199998E+05, 3.274552E+05, 3.350502E+05, 3.427866E+05, 3.506662E+05, 3.586908E+05, 3.668621E+05, 3.751819E+05, 3.836521E+05, 3.922744E+05, 4.010506E+05, 4.099825E+05, 4.190720E+05, 4.283208E+05, 4.377308E+05, 4.473038E+05, 4.570417E+05, 4.669462E+05, 4.770192E+05, 4.872625E+05, 4.976780E+05, 5.082675E+05, 5.190328E+05, 5.299759E+05, ]) # ============================ M = 6, I = 2 ============================ M = 6 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[3] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.000000E+01, 1.454474E+01, 2.547535E+01, 4.118795E+01, 6.099411E+01, 8.398821E+01, 1.095840E+02, 1.374462E+02, 1.673685E+02, 1.992067E+02, 2.328490E+02, 2.682035E+02, 3.051918E+02, 3.437457E+02, 3.838057E+02, 4.253192E+02, 4.682402E+02, 5.125286E+02, 5.581502E+02, 6.050768E+02, 6.532864E+02, 7.027630E+02, 7.534975E+02, 8.054872E+02, 8.587360E+02, 9.132549E+02, 9.690611E+02, 1.026179E+03, 1.084638E+03, 1.144476E+03, 1.205734E+03, 1.268460E+03, 1.332709E+03, 1.398536E+03, 1.466007E+03, 1.535187E+03, 1.606149E+03, 1.678968E+03, 1.753723E+03, 1.830497E+03, 1.909376E+03, 1.990451E+03, 2.073813E+03, 2.159560E+03, 2.247790E+03, 2.338607E+03, 2.432115E+03, 2.528424E+03, 2.627645E+03, 2.729895E+03, 2.835291E+03, 2.943956E+03, 3.056015E+03, 3.171597E+03, 3.290836E+03, 3.413868E+03, 3.540833E+03, 3.671876E+03, 3.807145E+03, 3.946795E+03, 4.090983E+03, 4.239870E+03, 4.393624E+03, 4.552416E+03, 4.716425E+03, 4.885831E+03, 5.060823E+03, 5.241595E+03, 5.428344E+03, 5.621277E+03, 5.820604E+03, 6.026543E+03, 6.239319E+03, 6.459161E+03, 6.686309E+03, 6.921006E+03, 7.163506E+03, 7.414068E+03, 7.672959E+03, 7.940457E+03, 8.216844E+03, 8.502414E+03, 8.797467E+03, 9.102314E+03, 9.417275E+03, 9.742679E+03, 1.007886E+04, 1.042618E+04, 1.078498E+04, 1.115565E+04, 1.153855E+04, 1.193409E+04, 1.234266E+04, 1.276467E+04, 1.320057E+04, 1.365078E+04, 1.411576E+04, 1.459597E+04, 1.509189E+04, 1.560401E+04, 1.613284E+04, 1.667890E+04, 1.724272E+04, 1.782485E+04, 1.842585E+04, 1.904631E+04, 1.968683E+04, 2.034800E+04, 2.103046E+04, 2.173487E+04, 2.246187E+04, 2.321215E+04, 2.398641E+04, 2.478537E+04, 2.560976E+04, 2.646034E+04, 2.733788E+04, 2.824317E+04, 2.917702E+04, 3.014028E+04, 3.113380E+04, 3.215844E+04, 3.321512E+04, 3.430474E+04, 3.542825E+04, 3.658662E+04, 3.778083E+04, 3.901188E+04, 4.028082E+04, 4.158869E+04, 4.293658E+04, 4.432559E+04, 4.575685E+04, 4.723152E+04, 4.875078E+04, 5.031582E+04, 5.192788E+04, 5.358821E+04, 5.529811E+04, 5.705886E+04, 5.887182E+04, 6.073834E+04, 6.265982E+04, 6.463766E+04, 6.667331E+04, 6.876824E+04, 7.092396E+04, 7.314199E+04, 7.542388E+04, 7.777122E+04, 8.018562E+04, 8.266872E+04, 8.522220E+04, 8.784774E+04, 9.054708E+04, 9.332197E+04, 9.617419E+04, 9.910557E+04, 1.021179E+05, 1.052132E+05, 1.083932E+05, 1.116599E+05, 1.150153E+05, 1.184613E+05, 1.220000E+05, 1.256334E+05, 1.293636E+05, 1.331928E+05, 1.371229E+05, 1.411563E+05, 1.452950E+05, 1.495414E+05, 1.538977E+05, 1.583661E+05, 1.629490E+05, 1.676487E+05, 1.724675E+05, 1.774080E+05, 1.824724E+05, 1.876633E+05, 1.929830E+05, 1.984342E+05, 2.040194E+05, 2.097411E+05, 2.156019E+05, 2.216045E+05, 2.277514E+05, 2.340453E+05, 2.404890E+05, 2.470851E+05, 2.538365E+05, 2.607458E+05, 2.678159E+05, 2.750496E+05, 2.824497E+05, 2.900192E+05, 2.977609E+05, 3.056777E+05, 3.137726E+05, 3.220485E+05, 3.305085E+05, 3.391555E+05, 3.479926E+05, 3.570229E+05, 3.662493E+05, 3.756752E+05, 3.853034E+05, 3.951373E+05, 4.051799E+05, 4.154344E+05, 4.259041E+05, 4.365922E+05, 4.475018E+05, 4.586364E+05, 4.699991E+05, 4.815932E+05, 4.934222E+05, 5.054892E+05, 5.177976E+05, 5.303509E+05, 5.431524E+05, 5.562054E+05, 5.695135E+05, 5.830800E+05, 5.969084E+05, 6.110022E+05, 6.253648E+05, 6.399996E+05, 6.549103E+05, 6.701003E+05, 6.855731E+05, 7.013323E+05, 7.173815E+05, 7.337241E+05, 7.503638E+05, 7.673042E+05, 7.845488E+05, 8.021012E+05, 8.199651E+05, 8.381440E+05, 8.566417E+05, 8.754617E+05, 8.946077E+05, 9.140834E+05, 9.338923E+05, 9.540383E+05, 9.745249E+05, 9.953559E+05, 1.016535E+06, 1.038066E+06, 1.059952E+06, ]) # ============================ M = 6, I = 3 ============================ M = 6 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[3] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 8.136787E+00, 3.851668E+01, 9.190126E+01, 1.609080E+02, 2.433211E+02, 3.370860E+02, 4.407901E+02, 5.534756E+02, 6.744483E+02, 8.031686E+02, 9.391970E+02, 1.082164E+03, 1.231753E+03, 1.387690E+03, 1.549736E+03, 1.717684E+03, 1.891358E+03, 2.070608E+03, 2.255316E+03, 2.445394E+03, 2.640782E+03, 2.841454E+03, 3.047416E+03, 3.258703E+03, 3.475385E+03, 3.697561E+03, 3.925362E+03, 4.158946E+03, 4.398501E+03, 4.644239E+03, 4.896400E+03, 5.155245E+03, 5.421059E+03, 5.694147E+03, 5.974835E+03, 6.263468E+03, 6.560407E+03, 6.866033E+03, 7.180741E+03, 7.504944E+03, 7.839071E+03, 8.183566E+03, 8.538887E+03, 8.905511E+03, 9.283928E+03, 9.674644E+03, 1.007818E+04, 1.049508E+04, 1.092589E+04, 1.137119E+04, 1.183157E+04, 1.230764E+04, 1.280001E+04, 1.330935E+04, 1.383632E+04, 1.438159E+04, 1.494589E+04, 1.552993E+04, 1.613449E+04, 1.676032E+04, 1.740823E+04, 1.807906E+04, 1.877364E+04, 1.949287E+04, 2.023764E+04, 2.100891E+04, 2.180762E+04, 2.263479E+04, 2.349144E+04, 2.437863E+04, 2.529746E+04, 2.624906E+04, 2.723459E+04, 2.825527E+04, 2.931234E+04, 3.040708E+04, 3.154080E+04, 3.271489E+04, 3.393075E+04, 3.518984E+04, 3.649364E+04, 3.784372E+04, 3.924168E+04, 4.068914E+04, 4.218783E+04, 4.373948E+04, 4.534591E+04, 4.700899E+04, 4.873062E+04, 5.051281E+04, 5.235758E+04, 5.426705E+04, 5.624339E+04, 5.828884E+04, 6.040571E+04, 6.259639E+04, 6.486331E+04, 6.720901E+04, 6.963609E+04, 7.214724E+04, 7.474522E+04, 7.743288E+04, 8.021315E+04, 8.308906E+04, 8.606372E+04, 8.914033E+04, 9.232220E+04, 9.561273E+04, 9.901542E+04, 1.025339E+05, 1.061718E+05, 1.099330E+05, 1.138214E+05, 1.178411E+05, 1.219963E+05, 1.262911E+05, 1.307301E+05, 1.353178E+05, 1.400588E+05, 1.449579E+05, 1.500200E+05, 1.552504E+05, 1.606540E+05, 1.662365E+05, 1.720032E+05, 1.779598E+05, 1.841122E+05, 1.904664E+05, 1.970285E+05, 2.038050E+05, 2.108022E+05, 2.180269E+05, 2.254860E+05, 2.331866E+05, 2.411358E+05, 2.493412E+05, 2.578104E+05, 2.665513E+05, 2.755720E+05, 2.848808E+05, 2.944861E+05, 3.043967E+05, 3.146217E+05, 3.251701E+05, 3.360516E+05, 3.472757E+05, 3.588525E+05, 3.707921E+05, 3.831051E+05, 3.958022E+05, 4.088944E+05, 4.223931E+05, 4.363098E+05, 4.506565E+05, 4.654454E+05, 4.806889E+05, 4.964000E+05, 5.125916E+05, 5.292774E+05, 5.464711E+05, 5.641869E+05, 5.824392E+05, 6.012430E+05, 6.206134E+05, 6.405661E+05, 6.611169E+05, 6.822823E+05, 7.040789E+05, 7.265239E+05, 7.496349E+05, 7.734298E+05, 7.979270E+05, 8.231453E+05, 8.491039E+05, 8.758226E+05, 9.033215E+05, 9.316212E+05, 9.607427E+05, 9.907078E+05, 1.021538E+06, 1.053257E+06, 1.085887E+06, 1.119451E+06, 1.153974E+06, 1.189481E+06, 1.225996E+06, 1.263545E+06, 1.302155E+06, 1.341852E+06, 1.382664E+06, 1.424619E+06, 1.467745E+06, 1.512071E+06, 1.557628E+06, 1.604446E+06, 1.652556E+06, 1.701989E+06, 1.752778E+06, 1.804956E+06, 1.858556E+06, 1.913614E+06, 1.970164E+06, 2.028241E+06, 2.087883E+06, 2.149126E+06, 2.212008E+06, 2.276569E+06, 2.342847E+06, 2.410882E+06, 2.480717E+06, 2.552391E+06, 2.625948E+06, 2.701432E+06, 2.778885E+06, 2.858353E+06, 2.939883E+06, 3.023520E+06, 3.109311E+06, 3.197306E+06, 3.287554E+06, 3.380104E+06, 3.475007E+06, 3.572316E+06, 3.672082E+06, 3.774361E+06, 3.879206E+06, 3.986672E+06, 4.096817E+06, 4.209698E+06, 4.325373E+06, 4.443902E+06, 4.565345E+06, 4.689764E+06, 4.817220E+06, 4.947778E+06, 5.081502E+06, 5.218456E+06, 5.358709E+06, 5.502328E+06, 5.649380E+06, 5.799937E+06, 5.954068E+06, 6.111846E+06, 6.273344E+06, 6.438636E+06, 6.607796E+06, 6.780903E+06, 6.958033E+06, 7.139264E+06, 7.324678E+06, 7.514354E+06, ]) # ============================ M = 6, I = 4 ============================ M = 6 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[3] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.626995E+01, 7.708987E+01, 1.839494E+02, 3.220800E+02, 4.870459E+02, 6.747352E+02, 8.823197E+02, 1.107883E+03, 1.350035E+03, 1.607695E+03, 1.879985E+03, 2.166163E+03, 2.465598E+03, 2.777740E+03, 3.102112E+03, 3.438302E+03, 3.785957E+03, 4.144782E+03, 4.514544E+03, 4.895069E+03, 5.286245E+03, 5.688025E+03, 6.100426E+03, 6.523530E+03, 6.957482E+03, 7.402489E+03, 7.858823E+03, 8.326808E+03, 8.806830E+03, 9.299324E+03, 9.804777E+03, 1.032372E+04, 1.085674E+04, 1.140445E+04, 1.196751E+04, 1.254663E+04, 1.314253E+04, 1.375600E+04, 1.438781E+04, 1.503883E+04, 1.570991E+04, 1.640195E+04, 1.711588E+04, 1.785266E+04, 1.861329E+04, 1.939880E+04, 2.021023E+04, 2.104869E+04, 2.191529E+04, 2.281119E+04, 2.373760E+04, 2.469573E+04, 2.568686E+04, 2.671231E+04, 2.777341E+04, 2.887157E+04, 3.000822E+04, 3.118483E+04, 3.240294E+04, 3.366412E+04, 3.497000E+04, 3.632225E+04, 3.772260E+04, 3.917284E+04, 4.067480E+04, 4.223040E+04, 4.384159E+04, 4.551040E+04, 4.723892E+04, 4.902930E+04, 5.088377E+04, 5.280463E+04, 5.479425E+04, 5.685508E+04, 5.898964E+04, 6.120054E+04, 6.349046E+04, 6.586220E+04, 6.831860E+04, 7.086263E+04, 7.349734E+04, 7.622587E+04, 7.905147E+04, 8.197749E+04, 8.500739E+04, 8.814472E+04, 9.139317E+04, 9.475652E+04, 9.823869E+04, 1.018437E+05, 1.055757E+05, 1.094391E+05, 1.134381E+05, 1.175774E+05, 1.218617E+05, 1.262958E+05, 1.308847E+05, 1.356335E+05, 1.405476E+05, 1.456324E+05, 1.508935E+05, 1.563368E+05, 1.619682E+05, 1.677939E+05, 1.738201E+05, 1.800535E+05, 1.865008E+05, 1.931688E+05, 2.000648E+05, 2.071960E+05, 2.145700E+05, 2.221946E+05, 2.300779E+05, 2.382280E+05, 2.466534E+05, 2.553628E+05, 2.643654E+05, 2.736702E+05, 2.832868E+05, 2.932250E+05, 3.034949E+05, 3.141067E+05, 3.250713E+05, 3.363994E+05, 3.481023E+05, 3.601918E+05, 3.726795E+05, 3.855778E+05, 3.988993E+05, 4.126569E+05, 4.268638E+05, 4.415337E+05, 4.566807E+05, 4.723191E+05, 4.884638E+05, 5.051300E+05, 5.223333E+05, 5.400897E+05, 5.584158E+05, 5.773284E+05, 5.968449E+05, 6.169833E+05, 6.377617E+05, 6.591991E+05, 6.813146E+05, 7.041282E+05, 7.276600E+05, 7.519311E+05, 7.769627E+05, 8.027768E+05, 8.293960E+05, 8.568433E+05, 8.851425E+05, 9.143177E+05, 9.443940E+05, 9.753968E+05, 1.007352E+06, 1.040287E+06, 1.074230E+06, 1.109207E+06, 1.145248E+06, 1.182384E+06, 1.220643E+06, 1.260057E+06, 1.300659E+06, 1.342479E+06, 1.385553E+06, 1.429914E+06, 1.475596E+06, 1.522637E+06, 1.571072E+06, 1.620939E+06, 1.672276E+06, 1.725124E+06, 1.779521E+06, 1.835509E+06, 1.893130E+06, 1.952428E+06, 2.013446E+06, 2.076228E+06, 2.140823E+06, 2.207275E+06, 2.275634E+06, 2.345949E+06, 2.418269E+06, 2.492647E+06, 2.569134E+06, 2.647785E+06, 2.728654E+06, 2.811797E+06, 2.897271E+06, 2.985134E+06, 3.075447E+06, 3.168270E+06, 3.263665E+06, 3.361696E+06, 3.462427E+06, 3.565924E+06, 3.672255E+06, 3.781488E+06, 3.893694E+06, 4.008944E+06, 4.127311E+06, 4.248870E+06, 4.373696E+06, 4.501867E+06, 4.633462E+06, 4.768561E+06, 4.907246E+06, 5.049601E+06, 5.195710E+06, 5.345661E+06, 5.499542E+06, 5.657443E+06, 5.819455E+06, 5.985672E+06, 6.156190E+06, 6.331104E+06, 6.510513E+06, 6.694518E+06, 6.883221E+06, 7.076725E+06, 7.275137E+06, 7.478564E+06, 7.687116E+06, 7.900903E+06, 8.120040E+06, 8.344642E+06, 8.574825E+06, 8.810709E+06, 9.052415E+06, 9.300066E+06, 9.553788E+06, 9.813707E+06, 1.007995E+07, 1.035266E+07, 1.063195E+07, 1.091798E+07, 1.121087E+07, 1.151076E+07, 1.181781E+07, 1.213214E+07, 1.245392E+07, 1.278328E+07, 1.312038E+07, 1.346537E+07, 1.381841E+07, 1.417965E+07, 1.454926E+07, 1.492741E+07, 1.531424E+07, ]) # ============================ M = 7, I = 1 ============================ M = 7 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[8] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.259272E+00, 8.305765E+00, 1.541160E+01, 2.261461E+01, 2.984284E+01, 3.708153E+01, 4.432570E+01, 5.157321E+01, 5.882299E+01, 6.607445E+01, 7.332723E+01, 8.058109E+01, 8.783588E+01, 9.509150E+01, 1.023479E+02, 1.096050E+02, 1.168628E+02, 1.241213E+02, 1.313805E+02, 1.386405E+02, 1.459016E+02, 1.531638E+02, 1.604275E+02, 1.676931E+02, 1.749610E+02, 1.822318E+02, 1.895062E+02, 1.967849E+02, 2.040688E+02, 2.113589E+02, 2.186563E+02, 2.259620E+02, 2.332772E+02, 2.406033E+02, 2.479415E+02, 2.552933E+02, 2.626600E+02, 2.700430E+02, 2.774439E+02, 2.848640E+02, 2.923049E+02, 2.997679E+02, 3.072546E+02, 3.147664E+02, 3.223047E+02, 3.298708E+02, 3.374663E+02, 3.450923E+02, 3.527503E+02, 3.604414E+02, 3.681671E+02, 3.759283E+02, 3.837264E+02, 3.915625E+02, 3.994377E+02, 4.073530E+02, 4.153094E+02, 4.233081E+02, 4.313498E+02, 4.394356E+02, 4.475663E+02, 4.557428E+02, 4.639660E+02, 4.722366E+02, 4.805553E+02, 4.889229E+02, 4.973402E+02, 5.058077E+02, 5.143262E+02, 5.228963E+02, 5.315185E+02, 5.401935E+02, 5.489218E+02, 5.577039E+02, 5.665404E+02, 5.754317E+02, 5.843784E+02, 5.933808E+02, 6.024394E+02, 6.115547E+02, 6.207270E+02, 6.299568E+02, 6.392443E+02, 6.485901E+02, 6.579943E+02, 6.674574E+02, 6.769796E+02, 6.865614E+02, 6.962029E+02, 7.059046E+02, 7.156666E+02, 7.254892E+02, 7.353727E+02, 7.453173E+02, 7.553234E+02, 7.653910E+02, 7.755205E+02, 7.857121E+02, 7.959660E+02, 8.062824E+02, 8.166615E+02, 8.271035E+02, 8.376086E+02, 8.481770E+02, 8.588088E+02, 8.695043E+02, 8.802636E+02, 8.910868E+02, 9.019743E+02, 9.129260E+02, 9.239422E+02, 9.350230E+02, 9.461685E+02, 9.573790E+02, 9.686545E+02, 9.799953E+02, 9.914013E+02, 1.002873E+03, 1.014410E+03, 1.026013E+03, 1.037682E+03, 1.049417E+03, 1.061217E+03, 1.073085E+03, 1.085018E+03, 1.097018E+03, 1.109085E+03, 1.121218E+03, 1.133419E+03, 1.145686E+03, 1.158020E+03, 1.170422E+03, 1.182891E+03, 1.195427E+03, 1.208031E+03, 1.220703E+03, 1.233442E+03, 1.246250E+03, 1.259125E+03, 1.272069E+03, 1.285080E+03, 1.298160E+03, 1.311309E+03, 1.324526E+03, 1.337812E+03, 1.351167E+03, 1.364591E+03, 1.378083E+03, 1.391645E+03, 1.405276E+03, 1.418977E+03, 1.432747E+03, 1.446586E+03, 1.460496E+03, 1.474475E+03, 1.488524E+03, 1.502643E+03, 1.516833E+03, 1.531092E+03, 1.545423E+03, 1.559823E+03, 1.574295E+03, 1.588837E+03, 1.603450E+03, 1.618134E+03, 1.632889E+03, 1.647716E+03, 1.662613E+03, 1.677583E+03, 1.692624E+03, 1.707736E+03, 1.722921E+03, 1.738178E+03, 1.753506E+03, 1.768907E+03, 1.784380E+03, 1.799926E+03, 1.815545E+03, 1.831236E+03, 1.847000E+03, 1.862837E+03, 1.878747E+03, 1.894731E+03, 1.910788E+03, 1.926918E+03, 1.943123E+03, 1.959401E+03, 1.975753E+03, 1.992179E+03, 2.008679E+03, 2.025254E+03, 2.041903E+03, 2.058626E+03, 2.075425E+03, 2.092298E+03, 2.109247E+03, 2.126270E+03, 2.143369E+03, 2.160544E+03, 2.177794E+03, 2.195119E+03, 2.212521E+03, 2.229999E+03, 2.247553E+03, 2.265183E+03, 2.282890E+03, 2.300673E+03, 2.318533E+03, 2.336470E+03, 2.354485E+03, 2.372576E+03, 2.390744E+03, 2.408991E+03, 2.427315E+03, 2.445716E+03, 2.464196E+03, 2.482754E+03, 2.501390E+03, 2.520105E+03, 2.538898E+03, 2.557770E+03, 2.576721E+03, 2.595750E+03, 2.614860E+03, 2.634048E+03, 2.653316E+03, 2.672664E+03, 2.692091E+03, 2.711599E+03, 2.731186E+03, 2.750854E+03, 2.770603E+03, 2.790432E+03, 2.810342E+03, 2.830333E+03, 2.850405E+03, 2.870558E+03, 2.890793E+03, 2.911109E+03, 2.931507E+03, 2.951987E+03, 2.972550E+03, 2.993194E+03, 3.013921E+03, 3.034731E+03, 3.055623E+03, 3.076598E+03, 3.097657E+03, 3.118798E+03, 3.140023E+03, 3.161332E+03, 3.182725E+03, 3.204201E+03, 3.225762E+03, 3.247407E+03, 3.269136E+03, 3.290950E+03, 3.312849E+03, 3.334832E+03, 3.356901E+03, 3.379055E+03, 3.401295E+03, 3.423620E+03, 3.446032E+03, 3.468529E+03, 3.491112E+03, 3.513782E+03, 3.536538E+03, 3.559381E+03, 3.582310E+03, 3.605327E+03, 3.628431E+03, 3.651623E+03, 3.674902E+03, 3.698268E+03, 3.721723E+03, 3.745266E+03, 3.768897E+03, 3.792616E+03, 3.816424E+03, 3.840321E+03, 3.864307E+03, 3.888382E+03, 3.912546E+03, 3.936800E+03, 3.961143E+03, 3.985577E+03, 4.010100E+03, 4.034714E+03, 4.059418E+03, 4.084212E+03, 4.109098E+03, 4.134074E+03, 4.159141E+03, 4.184300E+03, 4.209550E+03, 4.234892E+03, 4.260325E+03, 4.285851E+03, 4.311469E+03, 4.337179E+03, 4.362982E+03, 4.388877E+03, 4.414865E+03, 4.440947E+03, 4.467121E+03, 4.493389E+03, 4.519751E+03, 4.546207E+03, 4.572756E+03, 4.599400E+03, 4.626138E+03, 4.652971E+03, 4.679898E+03, 4.706920E+03, 4.734037E+03, 4.761250E+03, 4.788558E+03, 4.815961E+03, 4.843461E+03, 4.871056E+03, 4.898747E+03, 4.926535E+03, 4.954420E+03, 4.982401E+03, 5.010479E+03, 5.038654E+03, 5.066926E+03, 5.095296E+03, 5.123763E+03, 5.152328E+03, 5.180992E+03, 5.209753E+03, 5.238613E+03, 5.267571E+03, 5.296628E+03, 5.325784E+03, 5.355039E+03, 5.384393E+03, 5.413847E+03, 5.443400E+03, 5.473053E+03, 5.502806E+03, 5.532659E+03, 5.562613E+03, 5.592667E+03, 5.622822E+03, 5.653078E+03, 5.683435E+03, 5.713894E+03, 5.744453E+03, 5.775115E+03, 5.805878E+03, 5.836743E+03, 5.867711E+03, 5.898780E+03, 5.929953E+03, 5.961228E+03, 5.992606E+03, 6.024087E+03, 6.055672E+03, 6.087360E+03, 6.119151E+03, 6.151047E+03, 6.183047E+03, 6.215150E+03, 6.247359E+03, 6.279672E+03, 6.312089E+03, 6.344612E+03, 6.377239E+03, 6.409972E+03, 6.442811E+03, 6.475755E+03, 6.508805E+03, 6.541961E+03, 6.575224E+03, 6.608592E+03, 6.642068E+03, 6.675650E+03, 6.709340E+03, 6.743136E+03, 6.777040E+03, 6.811051E+03, 6.845170E+03, 6.879397E+03, 6.913732E+03, 6.948175E+03, 6.982727E+03, 7.017387E+03, 7.052156E+03, 7.087034E+03, 7.122022E+03, 7.157118E+03, 7.192325E+03, 7.227641E+03, 7.263067E+03, 7.298603E+03, 7.334249E+03, 7.370006E+03, 7.405873E+03, 7.441852E+03, 7.477941E+03, 7.514141E+03, 7.550453E+03, 7.586877E+03, 7.623412E+03, 7.660059E+03, 7.696819E+03, 7.733690E+03, 7.770675E+03, 7.807771E+03, 7.844981E+03, 7.882304E+03, 7.919740E+03, 7.957289E+03, 7.994952E+03, 8.032729E+03, 8.070619E+03, 8.108624E+03, 8.146743E+03, 8.184977E+03, 8.223325E+03, 8.261788E+03, 8.300367E+03, 8.339060E+03, 8.377869E+03, 8.416793E+03, 8.455834E+03, 8.494990E+03, 8.534262E+03, 8.573651E+03, 8.613156E+03, 8.652778E+03, 8.692517E+03, 8.732373E+03, 8.772346E+03, 8.812437E+03, 8.852645E+03, 8.892971E+03, 8.933415E+03, 8.973977E+03, 9.014657E+03, 9.055456E+03, 9.096374E+03, 9.137410E+03, 9.178566E+03, 9.219840E+03, 9.261235E+03, 9.302748E+03, 9.344382E+03, 9.386136E+03, 9.428009E+03, 9.470003E+03, 9.512118E+03, 9.554353E+03, 9.596709E+03, 9.639186E+03, 9.681784E+03, 9.724504E+03, 9.767345E+03, 9.810308E+03, 9.853394E+03, 9.896601E+03, 9.939930E+03, ]) # ============================ M = 7, I = 2 ============================ M = 7 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[4] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.562445E+00, 1.579406E+01, 3.092124E+01, 4.619571E+01, 6.151170E+01, 7.684557E+01, 9.218907E+01, 1.075386E+02, 1.228923E+02, 1.382490E+02, 1.536083E+02, 1.689697E+02, 1.843329E+02, 1.996978E+02, 2.150642E+02, 2.304320E+02, 2.458013E+02, 2.611721E+02, 2.765445E+02, 2.919188E+02, 3.072955E+02, 3.226750E+02, 3.380582E+02, 3.534460E+02, 3.688396E+02, 3.842404E+02, 3.996502E+02, 4.150707E+02, 4.305041E+02, 4.459526E+02, 4.614189E+02, 4.769056E+02, 4.924154E+02, 5.079513E+02, 5.235165E+02, 5.391140E+02, 5.547470E+02, 5.704187E+02, 5.861325E+02, 6.018916E+02, 6.176992E+02, 6.335587E+02, 6.494732E+02, 6.654459E+02, 6.814799E+02, 6.975783E+02, 7.137440E+02, 7.299800E+02, 7.462890E+02, 7.626740E+02, 7.791375E+02, 7.956821E+02, 8.123104E+02, 8.290248E+02, 8.458276E+02, 8.627210E+02, 8.797074E+02, 8.967886E+02, 9.139669E+02, 9.312441E+02, 9.486220E+02, 9.661025E+02, 9.836873E+02, 1.001378E+03, 1.019176E+03, 1.037083E+03, 1.055101E+03, 1.073231E+03, 1.091474E+03, 1.109831E+03, 1.128304E+03, 1.146894E+03, 1.165602E+03, 1.184428E+03, 1.203376E+03, 1.222444E+03, 1.241633E+03, 1.260946E+03, 1.280383E+03, 1.299944E+03, 1.319630E+03, 1.339443E+03, 1.359382E+03, 1.379448E+03, 1.399643E+03, 1.419966E+03, 1.440418E+03, 1.461000E+03, 1.481712E+03, 1.502555E+03, 1.523530E+03, 1.544635E+03, 1.565873E+03, 1.587244E+03, 1.608747E+03, 1.630383E+03, 1.652152E+03, 1.674056E+03, 1.696093E+03, 1.718265E+03, 1.740571E+03, 1.763012E+03, 1.785588E+03, 1.808298E+03, 1.831145E+03, 1.854126E+03, 1.877243E+03, 1.900496E+03, 1.923885E+03, 1.947409E+03, 1.971070E+03, 1.994867E+03, 2.018799E+03, 2.042868E+03, 2.067073E+03, 2.091414E+03, 2.115891E+03, 2.140505E+03, 2.165254E+03, 2.190140E+03, 2.215162E+03, 2.240320E+03, 2.265614E+03, 2.291043E+03, 2.316609E+03, 2.342310E+03, 2.368148E+03, 2.394120E+03, 2.420228E+03, 2.446472E+03, 2.472850E+03, 2.499364E+03, 2.526013E+03, 2.552797E+03, 2.579715E+03, 2.606768E+03, 2.633955E+03, 2.661277E+03, 2.688733E+03, 2.716322E+03, 2.744045E+03, 2.771902E+03, 2.799892E+03, 2.828015E+03, 2.856272E+03, 2.884661E+03, 2.913182E+03, 2.941836E+03, 2.970623E+03, 2.999541E+03, 3.028591E+03, 3.057772E+03, 3.087085E+03, 3.116529E+03, 3.146104E+03, 3.175809E+03, 3.205645E+03, 3.235611E+03, 3.265707E+03, 3.295933E+03, 3.326288E+03, 3.356773E+03, 3.387386E+03, 3.418129E+03, 3.449000E+03, 3.479999E+03, 3.511127E+03, 3.542382E+03, 3.573765E+03, 3.605276E+03, 3.636913E+03, 3.668678E+03, 3.700569E+03, 3.732586E+03, 3.764730E+03, 3.797000E+03, 3.829396E+03, 3.861916E+03, 3.894563E+03, 3.927334E+03, 3.960230E+03, 3.993250E+03, 4.026395E+03, 4.059664E+03, 4.093056E+03, 4.126573E+03, 4.160212E+03, 4.193975E+03, 4.227860E+03, 4.261868E+03, 4.295999E+03, 4.330251E+03, 4.364626E+03, 4.399122E+03, 4.433740E+03, 4.468479E+03, 4.503339E+03, 4.538320E+03, 4.573422E+03, 4.608643E+03, 4.643985E+03, 4.679447E+03, 4.715029E+03, 4.750730E+03, 4.786550E+03, 4.822490E+03, 4.858548E+03, 4.894725E+03, 4.931020E+03, 4.967433E+03, 5.003965E+03, 5.040614E+03, 5.077381E+03, 5.114265E+03, 5.151266E+03, 5.188385E+03, 5.225620E+03, 5.262972E+03, 5.300440E+03, 5.338024E+03, 5.375724E+03, 5.413540E+03, 5.451472E+03, 5.489519E+03, 5.527681E+03, 5.565958E+03, 5.604351E+03, 5.642858E+03, 5.681479E+03, 5.720215E+03, 5.759065E+03, 5.798028E+03, 5.837106E+03, 5.876297E+03, 5.915601E+03, 5.955019E+03, 5.994550E+03, 6.034194E+03, 6.073951E+03, 6.113820E+03, 6.153801E+03, 6.193895E+03, 6.234101E+03, 6.274419E+03, 6.314849E+03, 6.355390E+03, 6.396043E+03, 6.436807E+03, 6.477682E+03, 6.518669E+03, 6.559766E+03, 6.600974E+03, 6.642292E+03, 6.683721E+03, 6.725260E+03, 6.766909E+03, 6.808668E+03, 6.850537E+03, 6.892516E+03, 6.934604E+03, 6.976801E+03, 7.019108E+03, 7.061524E+03, 7.104049E+03, 7.146683E+03, 7.189426E+03, 7.232277E+03, 7.275237E+03, 7.318305E+03, 7.361481E+03, 7.404766E+03, 7.448158E+03, 7.491659E+03, 7.535267E+03, 7.578982E+03, 7.622806E+03, 7.666736E+03, 7.710774E+03, 7.754919E+03, 7.799171E+03, 7.843529E+03, 7.887995E+03, 7.932567E+03, 7.977246E+03, 8.022031E+03, 8.066923E+03, 8.111921E+03, 8.157025E+03, 8.202235E+03, 8.247550E+03, 8.292972E+03, 8.338499E+03, 8.384132E+03, 8.429871E+03, 8.475715E+03, 8.521664E+03, 8.567718E+03, 8.613877E+03, 8.660141E+03, 8.706511E+03, 8.752985E+03, 8.799563E+03, 8.846246E+03, 8.893034E+03, 8.939926E+03, 8.986923E+03, 9.034023E+03, 9.081228E+03, 9.128537E+03, 9.175950E+03, 9.223466E+03, 9.271086E+03, 9.318810E+03, 9.366638E+03, 9.414569E+03, 9.462603E+03, 9.510741E+03, 9.558982E+03, 9.607326E+03, 9.655773E+03, 9.704323E+03, 9.752976E+03, 9.801732E+03, 9.850590E+03, 9.899552E+03, 9.948615E+03, 9.997781E+03, 1.004705E+04, 1.009642E+04, 1.014589E+04, 1.019547E+04, 1.024515E+04, 1.029493E+04, 1.034481E+04, 1.039479E+04, 1.044488E+04, 1.049506E+04, 1.054535E+04, 1.059574E+04, 1.064623E+04, 1.069682E+04, 1.074752E+04, 1.079831E+04, 1.084921E+04, 1.090020E+04, 1.095130E+04, 1.100250E+04, ]) # ============================ M = 7, I = 3 ============================ M = 7 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[2] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.092313E+01, 9.248088E+01, 1.808103E+02, 2.699962E+02, 3.594241E+02, 4.489562E+02, 5.385445E+02, 6.281679E+02, 7.178156E+02, 8.074815E+02, 8.971620E+02, 9.868547E+02, 1.076558E+03, 1.166271E+03, 1.255993E+03, 1.345723E+03, 1.435462E+03, 1.525209E+03, 1.614966E+03, 1.704733E+03, 1.794513E+03, 1.884308E+03, 1.974123E+03, 2.063963E+03, 2.153835E+03, 2.243745E+03, 2.333703E+03, 2.423720E+03, 2.513806E+03, 2.603975E+03, 2.694240E+03, 2.784617E+03, 2.875120E+03, 2.965766E+03, 3.056573E+03, 3.147558E+03, 3.238739E+03, 3.330135E+03, 3.421763E+03, 3.513643E+03, 3.605793E+03, 3.698232E+03, 3.790978E+03, 3.884049E+03, 3.977463E+03, 4.071238E+03, 4.165390E+03, 4.259938E+03, 4.354896E+03, 4.450282E+03, 4.546110E+03, 4.642395E+03, 4.739154E+03, 4.836398E+03, 4.934143E+03, 5.032400E+03, 5.131184E+03, 5.230506E+03, 5.330378E+03, 5.430812E+03, 5.531818E+03, 5.633407E+03, 5.735588E+03, 5.838372E+03, 5.941768E+03, 6.045785E+03, 6.150432E+03, 6.255716E+03, 6.361645E+03, 6.468227E+03, 6.575470E+03, 6.683379E+03, 6.791963E+03, 6.901226E+03, 7.011175E+03, 7.121817E+03, 7.233155E+03, 7.345196E+03, 7.457945E+03, 7.571406E+03, 7.685585E+03, 7.800484E+03, 7.916110E+03, 8.032465E+03, 8.149553E+03, 8.267378E+03, 8.385943E+03, 8.505253E+03, 8.625308E+03, 8.746113E+03, 8.867671E+03, 8.989984E+03, 9.113053E+03, 9.236883E+03, 9.361475E+03, 9.486830E+03, 9.612952E+03, 9.739841E+03, 9.867500E+03, 9.995929E+03, 1.012513E+04, 1.025511E+04, 1.038586E+04, 1.051739E+04, 1.064969E+04, 1.078277E+04, 1.091664E+04, 1.105128E+04, 1.118670E+04, 1.132290E+04, 1.145989E+04, 1.159766E+04, 1.173621E+04, 1.187554E+04, 1.201566E+04, 1.215656E+04, 1.229824E+04, 1.244071E+04, 1.258396E+04, 1.272800E+04, 1.287281E+04, 1.301842E+04, 1.316480E+04, 1.331197E+04, 1.345991E+04, 1.360864E+04, 1.375816E+04, 1.390845E+04, 1.405952E+04, 1.421138E+04, 1.436401E+04, 1.451742E+04, 1.467161E+04, 1.482657E+04, 1.498232E+04, 1.513883E+04, 1.529613E+04, 1.545419E+04, 1.561303E+04, 1.577265E+04, 1.593303E+04, 1.609418E+04, 1.625610E+04, 1.641880E+04, 1.658226E+04, 1.674648E+04, 1.691147E+04, 1.707722E+04, 1.724374E+04, 1.741102E+04, 1.757906E+04, 1.774785E+04, 1.791741E+04, 1.808772E+04, 1.825879E+04, 1.843062E+04, 1.860320E+04, 1.877653E+04, 1.895061E+04, 1.912544E+04, 1.930101E+04, 1.947734E+04, 1.965441E+04, 1.983223E+04, 2.001079E+04, 2.019009E+04, 2.037013E+04, 2.055092E+04, 2.073244E+04, 2.091469E+04, 2.109768E+04, 2.128141E+04, 2.146587E+04, 2.165106E+04, 2.183698E+04, 2.202363E+04, 2.221101E+04, 2.239911E+04, 2.258794E+04, 2.277749E+04, 2.296776E+04, 2.315876E+04, 2.335047E+04, 2.354290E+04, 2.373605E+04, 2.392992E+04, 2.412449E+04, 2.431979E+04, 2.451579E+04, 2.471250E+04, 2.490993E+04, 2.510806E+04, 2.530690E+04, 2.550644E+04, 2.570669E+04, 2.590764E+04, 2.610929E+04, 2.631164E+04, 2.651469E+04, 2.671844E+04, 2.692289E+04, 2.712803E+04, ]) # ============================ M = 7, I = 4 ============================ M = 7 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[4] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.270969E+00, 8.859608E+00, 1.687773E+01, 2.498789E+01, 3.312259E+01, 4.126761E+01, 4.941810E+01, 5.757197E+01, 6.572816E+01, 7.388608E+01, 8.204537E+01, 9.020581E+01, 9.836724E+01, 1.065296E+02, 1.146927E+02, 1.228567E+02, 1.310214E+02, 1.391870E+02, 1.473536E+02, 1.555213E+02, 1.636904E+02, 1.718614E+02, 1.800347E+02, 1.882109E+02, 1.963908E+02, 2.045753E+02, 2.127655E+02, 2.209624E+02, 2.291675E+02, 2.373819E+02, 2.456074E+02, 2.538454E+02, 2.620977E+02, 2.703658E+02, 2.786517E+02, 2.869570E+02, 2.952837E+02, 3.036336E+02, 3.120084E+02, 3.204101E+02, 3.288406E+02, 3.373015E+02, 3.457947E+02, 3.543219E+02, 3.628848E+02, 3.714852E+02, 3.801245E+02, 3.888045E+02, 3.975267E+02, 4.062924E+02, 4.151033E+02, 4.239606E+02, 4.328658E+02, 4.418200E+02, 4.508246E+02, 4.598807E+02, 4.689896E+02, 4.781522E+02, 4.873697E+02, 4.966431E+02, 5.059733E+02, 5.153613E+02, 5.248080E+02, 5.343142E+02, 5.438807E+02, 5.535084E+02, 5.631980E+02, 5.729501E+02, 5.827655E+02, 5.926449E+02, 6.025888E+02, 6.125978E+02, 6.226725E+02, 6.328134E+02, 6.430211E+02, 6.532960E+02, 6.636385E+02, 6.740492E+02, 6.845285E+02, 6.950766E+02, 7.056941E+02, 7.163813E+02, 7.271384E+02, 7.379658E+02, 7.488639E+02, 7.598328E+02, 7.708729E+02, 7.819844E+02, 7.931676E+02, 8.044225E+02, 8.157496E+02, 8.271489E+02, 8.386206E+02, 8.501648E+02, 8.617818E+02, 8.734717E+02, 8.852346E+02, 8.970705E+02, 9.089797E+02, 9.209622E+02, 9.330180E+02, 9.451473E+02, 9.573501E+02, 9.696265E+02, 9.819764E+02, 9.944000E+02, 1.006897E+03, 1.019468E+03, 1.032113E+03, 1.044831E+03, 1.057623E+03, 1.070489E+03, 1.083428E+03, 1.096441E+03, 1.109528E+03, 1.122688E+03, 1.135921E+03, 1.149228E+03, 1.162609E+03, 1.176062E+03, 1.189589E+03, 1.203190E+03, 1.216863E+03, 1.230609E+03, 1.244428E+03, 1.258321E+03, 1.272285E+03, 1.286323E+03, 1.300433E+03, 1.314615E+03, 1.328870E+03, 1.343197E+03, 1.357596E+03, 1.372067E+03, 1.386610E+03, 1.401225E+03, 1.415911E+03, 1.430668E+03, 1.445497E+03, 1.460398E+03, 1.475369E+03, 1.490411E+03, 1.505524E+03, 1.520708E+03, 1.535962E+03, 1.551286E+03, 1.566681E+03, 1.582145E+03, 1.597680E+03, 1.613284E+03, 1.628958E+03, 1.644701E+03, 1.660514E+03, 1.676396E+03, 1.692346E+03, 1.708366E+03, 1.724454E+03, 1.740610E+03, 1.756835E+03, 1.773128E+03, 1.789489E+03, 1.805918E+03, 1.822415E+03, 1.838979E+03, 1.855611E+03, 1.872310E+03, 1.889075E+03, 1.905908E+03, 1.922808E+03, 1.939774E+03, 1.956806E+03, 1.973905E+03, 1.991070E+03, 2.008300E+03, 2.025597E+03, 2.042959E+03, 2.060387E+03, 2.077880E+03, 2.095438E+03, 2.113061E+03, 2.130749E+03, 2.148502E+03, 2.166319E+03, 2.184201E+03, 2.202147E+03, 2.220157E+03, 2.238230E+03, 2.256368E+03, 2.274570E+03, 2.292834E+03, 2.311162E+03, 2.329554E+03, 2.348008E+03, 2.366526E+03, 2.385106E+03, 2.403749E+03, 2.422454E+03, 2.441222E+03, 2.460052E+03, 2.478943E+03, 2.497897E+03, 2.516913E+03, 2.535990E+03, 2.555129E+03, 2.574329E+03, 2.593591E+03, 2.612914E+03, 2.632297E+03, 2.651742E+03, 2.671247E+03, 2.690813E+03, 2.710440E+03, 2.730126E+03, 2.749874E+03, 2.769681E+03, 2.789548E+03, 2.809475E+03, 2.829462E+03, 2.849509E+03, 2.869615E+03, 2.889780E+03, 2.910005E+03, 2.930289E+03, 2.950632E+03, 2.971035E+03, 2.991495E+03, 3.012015E+03, 3.032593E+03, 3.053230E+03, 3.073926E+03, 3.094679E+03, 3.115491E+03, 3.136361E+03, 3.157289E+03, 3.178275E+03, 3.199319E+03, 3.220420E+03, 3.241579E+03, 3.262796E+03, 3.284070E+03, 3.305401E+03, 3.326790E+03, 3.348236E+03, 3.369739E+03, 3.391298E+03, 3.412915E+03, 3.434588E+03, 3.456318E+03, 3.478105E+03, 3.499948E+03, 3.521848E+03, 3.543804E+03, 3.565816E+03, 3.587885E+03, 3.610009E+03, 3.632190E+03, 3.654426E+03, 3.676719E+03, 3.699067E+03, 3.721471E+03, 3.743930E+03, 3.766445E+03, 3.789015E+03, 3.811641E+03, 3.834322E+03, 3.857059E+03, 3.879850E+03, 3.902697E+03, 3.925599E+03, 3.948555E+03, 3.971567E+03, 3.994633E+03, 4.017754E+03, 4.040930E+03, 4.064161E+03, 4.087445E+03, 4.110785E+03, 4.134179E+03, 4.157627E+03, 4.181130E+03, 4.204686E+03, 4.228297E+03, 4.251962E+03, 4.275681E+03, 4.299454E+03, 4.323281E+03, 4.347162E+03, 4.371096E+03, 4.395085E+03, 4.419127E+03, 4.443222E+03, 4.467372E+03, 4.491574E+03, 4.515831E+03, 4.540140E+03, 4.564503E+03, 4.588919E+03, 4.613389E+03, 4.637911E+03, 4.662487E+03, 4.687116E+03, 4.711798E+03, 4.736533E+03, 4.761321E+03, 4.786161E+03, 4.811055E+03, 4.836001E+03, 4.861000E+03, 4.886052E+03, 4.911156E+03, 4.936313E+03, 4.961523E+03, 4.986785E+03, 5.012099E+03, 5.037466E+03, 5.062885E+03, 5.088356E+03, 5.113880E+03, 5.139456E+03, 5.165084E+03, 5.190765E+03, 5.216497E+03, 5.242281E+03, 5.268118E+03, 5.294006E+03, 5.319946E+03, 5.345938E+03, 5.371982E+03, 5.398078E+03, 5.424225E+03, 5.450425E+03, 5.476676E+03, 5.502978E+03, 5.529332E+03, 5.555738E+03, 5.582195E+03, 5.608703E+03, 5.635263E+03, 5.661875E+03, 5.688537E+03, 5.715252E+03, 5.742017E+03, 5.768833E+03, 5.795701E+03, 5.822620E+03, 5.849590E+03, 5.876611E+03, ]) # ============================ M = 7, I = 5 ============================ M = 7 I = 5 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[2] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.157485E+01, 9.733424E+01, 1.910173E+02, 2.856145E+02, 3.804690E+02, 4.754345E+02, 5.704596E+02, 6.655219E+02, 7.606100E+02, 8.557175E+02, 9.508405E+02, 1.045976E+03, 1.141124E+03, 1.236281E+03, 1.331448E+03, 1.426624E+03, 1.521809E+03, 1.617004E+03, 1.712209E+03, 1.807427E+03, 1.902660E+03, 1.997913E+03, 2.093190E+03, 2.188499E+03, 2.283848E+03, 2.379245E+03, 2.474703E+03, 2.570234E+03, 2.665852E+03, 2.761572E+03, 2.857411E+03, 2.953386E+03, 3.049516E+03, 3.145820E+03, 3.242317E+03, 3.339029E+03, 3.435975E+03, 3.533176E+03, 3.630653E+03, 3.728428E+03, 3.826521E+03, 3.924952E+03, 4.023742E+03, 4.122911E+03, 4.222478E+03, 4.322464E+03, 4.422885E+03, 4.523762E+03, 4.625111E+03, 4.726950E+03, 4.829296E+03, 4.932164E+03, 5.035570E+03, 5.139529E+03, 5.244057E+03, 5.349166E+03, 5.454871E+03, 5.561183E+03, 5.668117E+03, 5.775682E+03, 5.883892E+03, 5.992756E+03, 6.102286E+03, 6.212492E+03, 6.323382E+03, 6.434967E+03, 6.547255E+03, 6.660254E+03, 6.773974E+03, 6.888420E+03, 7.003601E+03, 7.119524E+03, 7.236195E+03, 7.353621E+03, 7.471808E+03, 7.590761E+03, 7.710487E+03, 7.830990E+03, 7.952275E+03, 8.074347E+03, 8.197211E+03, 8.320871E+03, 8.445330E+03, 8.570594E+03, 8.696664E+03, 8.823546E+03, 8.951241E+03, 9.079753E+03, 9.209085E+03, 9.339239E+03, 9.470219E+03, 9.602026E+03, 9.734662E+03, 9.868130E+03, 1.000243E+04, 1.013757E+04, 1.027354E+04, 1.041035E+04, 1.054800E+04, 1.068649E+04, 1.082583E+04, 1.096600E+04, 1.110702E+04, 1.124889E+04, 1.139160E+04, 1.153515E+04, 1.167956E+04, 1.182480E+04, 1.197090E+04, 1.211784E+04, 1.226563E+04, 1.241426E+04, 1.256374E+04, 1.271407E+04, 1.286525E+04, 1.301727E+04, 1.317014E+04, 1.332385E+04, 1.347841E+04, 1.363381E+04, 1.379005E+04, 1.394714E+04, 1.410507E+04, 1.426384E+04, 1.442345E+04, 1.458390E+04, 1.474519E+04, 1.490732E+04, 1.507028E+04, 1.523408E+04, 1.539872E+04, 1.556418E+04, 1.573048E+04, 1.589761E+04, 1.606557E+04, 1.623435E+04, 1.640397E+04, 1.657440E+04, 1.674567E+04, 1.691775E+04, 1.709066E+04, 1.726438E+04, 1.743893E+04, 1.761429E+04, 1.779046E+04, 1.796745E+04, 1.814525E+04, 1.832386E+04, 1.850328E+04, 1.868351E+04, 1.886454E+04, 1.904638E+04, 1.922901E+04, 1.941245E+04, 1.959669E+04, 1.978172E+04, 1.996755E+04, 2.015418E+04, 2.034159E+04, 2.052980E+04, 2.071879E+04, 2.090857E+04, 2.109913E+04, 2.129048E+04, 2.148261E+04, 2.167552E+04, 2.186921E+04, 2.206367E+04, 2.225891E+04, 2.245493E+04, 2.265171E+04, 2.284926E+04, 2.304758E+04, 2.324667E+04, 2.344652E+04, 2.364713E+04, 2.384850E+04, 2.405063E+04, 2.425353E+04, 2.445717E+04, 2.466157E+04, 2.486672E+04, 2.507262E+04, 2.527928E+04, 2.548667E+04, 2.569482E+04, 2.590371E+04, 2.611334E+04, 2.632371E+04, 2.653482E+04, 2.674667E+04, 2.695925E+04, 2.717257E+04, 2.738662E+04, 2.760140E+04, 2.781692E+04, 2.803315E+04, 2.825012E+04, 2.846781E+04, 2.868623E+04, 2.890536E+04, 2.912522E+04, ]) # ============================ M = 7, I = 6 ============================ M = 7 I = 6 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[1] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 7.047400E+01, 2.847552E+02, 5.580309E+02, 8.339631E+02, 1.110644E+03, 1.387648E+03, 1.664826E+03, 1.942112E+03, 2.219474E+03, 2.496892E+03, 2.774355E+03, 3.051856E+03, 3.329390E+03, 3.606953E+03, 3.884544E+03, 4.162162E+03, 4.439805E+03, 4.717476E+03, 4.995176E+03, 5.272912E+03, 5.550689E+03, 5.828520E+03, 6.106416E+03, 6.384397E+03, 6.662484E+03, 6.940703E+03, 7.219084E+03, 7.497662E+03, 7.776475E+03, 8.055565E+03, 8.334978E+03, 8.614761E+03, 8.894968E+03, 9.175650E+03, 9.456863E+03, 9.738665E+03, 1.002111E+04, 1.030427E+04, 1.058818E+04, 1.087293E+04, 1.115855E+04, 1.144512E+04, 1.173268E+04, 1.202131E+04, 1.231105E+04, 1.260195E+04, 1.289408E+04, 1.318749E+04, 1.348222E+04, 1.377833E+04, 1.407586E+04, 1.437487E+04, 1.467539E+04, 1.497748E+04, 1.528117E+04, 1.558650E+04, 1.589352E+04, 1.620226E+04, 1.651276E+04, 1.682505E+04, 1.713917E+04, 1.745515E+04, 1.777301E+04, 1.809280E+04, 1.841453E+04, 1.873824E+04, 1.906395E+04, 1.939169E+04, 1.972148E+04, 2.005334E+04, 2.038729E+04, 2.072337E+04, 2.106158E+04, 2.140194E+04, 2.174447E+04, 2.208920E+04, 2.243614E+04, 2.278529E+04, 2.313669E+04, 2.349034E+04, 2.384625E+04, 2.420445E+04, 2.456493E+04, 2.492772E+04, 2.529283E+04, 2.566025E+04, 2.603002E+04, 2.640213E+04, 2.677659E+04, 2.715342E+04, 2.753261E+04, 2.791418E+04, 2.829814E+04, 2.868449E+04, 2.907324E+04, 2.946439E+04, 2.985795E+04, 3.025393E+04, 3.065232E+04, 3.105314E+04, 3.145638E+04, 3.186206E+04, 3.227016E+04, 3.268071E+04, 3.309370E+04, 3.350912E+04, 3.392700E+04, 3.434732E+04, 3.477009E+04, 3.519530E+04, 3.562297E+04, 3.605309E+04, 3.648566E+04, 3.692069E+04, 3.735816E+04, 3.779809E+04, 3.824048E+04, 3.868531E+04, 3.913260E+04, 3.958233E+04, 4.003452E+04, 4.048916E+04, 4.094624E+04, 4.140577E+04, 4.186774E+04, 4.233216E+04, 4.279902E+04, 4.326831E+04, 4.374005E+04, 4.421421E+04, 4.469081E+04, 4.516984E+04, 4.565130E+04, 4.613518E+04, 4.662148E+04, 4.711020E+04, 4.760134E+04, 4.809489E+04, 4.859084E+04, 4.908921E+04, 4.958997E+04, 5.009314E+04, 5.059870E+04, 5.110665E+04, 5.161699E+04, 5.212972E+04, 5.264482E+04, 5.316231E+04, 5.368216E+04, 5.420439E+04, 5.472898E+04, 5.525593E+04, 5.578525E+04, 5.631691E+04, 5.685092E+04, 5.738728E+04, 5.792598E+04, 5.846701E+04, 5.901038E+04, 5.955608E+04, 6.010410E+04, ]) # ============================ M = 8, I = 1 ============================ M = 8 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.191581E+01, 3.039475E+01, 5.510204E+01, 8.016936E+01, 1.060753E+02, 1.334254E+02, 1.625526E+02, 1.935314E+02, 2.262851E+02, 2.606675E+02, 2.965107E+02, 3.336485E+02, 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1.735748E+05, 1.739766E+05, 1.743789E+05, 1.747817E+05, 1.751851E+05, 1.755890E+05, 1.759934E+05, 1.763983E+05, 1.768038E+05, 1.772098E+05, 1.776164E+05, 1.780234E+05, 1.784310E+05, 1.788391E+05, 1.792478E+05, 1.796570E+05, 1.800667E+05, 1.804769E+05, 1.808877E+05, 1.812990E+05, 1.817108E+05, 1.821232E+05, 1.825360E+05, 1.829495E+05, 1.833634E+05, 1.837779E+05, 1.841929E+05, 1.846085E+05, 1.850245E+05, 1.854411E+05, 1.858583E+05, 1.862759E+05, 1.866941E+05, 1.871129E+05, 1.875321E+05, 1.879519E+05, 1.883723E+05, ]) # ============================ M = 8, I = 2 ============================ M = 8 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 7.949630E+00, 2.085197E+01, 3.792998E+01, 5.524854E+01, 7.314427E+01, 9.203696E+01, 1.121573E+02, 1.335572E+02, 1.561840E+02, 1.799368E+02, 2.046995E+02, 2.303576E+02, 2.568048E+02, 2.839466E+02, 3.116999E+02, 3.399924E+02, 3.687616E+02, 3.979537E+02, 4.275220E+02, 4.574260E+02, 4.876309E+02, 5.181063E+02, 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1.244751E+05, 1.247593E+05, 1.250438E+05, 1.253287E+05, 1.256139E+05, 1.258994E+05, 1.261854E+05, 1.264717E+05, 1.267583E+05, 1.270453E+05, 1.273327E+05, 1.276204E+05, 1.279084E+05, 1.281969E+05, 1.284857E+05, 1.287748E+05, 1.290643E+05, 1.293542E+05, 1.296444E+05, 1.299349E+05, 1.302259E+05, 1.305171E+05, 1.308088E+05, 1.311008E+05, 1.313931E+05, 1.316859E+05, 1.319789E+05, ]) # ============================ M = 8, I = 3 ============================ M = 8 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.192894E+01, 3.171313E+01, 5.777769E+01, 8.420363E+01, 1.115087E+02, 1.403345E+02, 1.710333E+02, 2.036850E+02, 2.382092E+02, 2.744520E+02, 3.122366E+02, 3.513877E+02, 3.917436E+02, 4.331598E+02, 4.755094E+02, 5.186823E+02, 5.625830E+02, 6.071294E+02, 6.522500E+02, 6.978833E+02, 7.439760E+02, 7.904816E+02, 8.373600E+02, 8.845759E+02, 9.320990E+02, 9.799027E+02, 1.027964E+03, 1.076263E+03, 1.124782E+03, 1.173506E+03, 1.222424E+03, 1.271524E+03, 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1.957709E+05, 1.962135E+05, 1.966567E+05, 1.971004E+05, 1.975446E+05, 1.979894E+05, 1.984348E+05, 1.988807E+05, 1.993271E+05, 1.997741E+05, 2.002216E+05, 2.006697E+05, 2.011184E+05, 2.015676E+05, 2.020173E+05, 2.024676E+05, 2.029185E+05, ]) # ============================ M = 8, I = 4 ============================ M = 8 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 7.153452E+01, 1.864577E+02, 3.389145E+02, 4.935349E+02, 6.533126E+02, 8.219927E+02, 1.001633E+03, 1.192698E+03, 1.394714E+03, 1.606782E+03, 1.827866E+03, 2.056941E+03, 2.293060E+03, 2.535379E+03, 2.783156E+03, 3.035746E+03, 3.292592E+03, 3.553211E+03, 3.817189E+03, 4.084163E+03, 4.353822E+03, 4.625895E+03, 4.900147E+03, 5.176370E+03, 5.454388E+03, 5.734043E+03, 6.015201E+03, 6.297743E+03, 6.581569E+03, 6.866592E+03, 7.152735E+03, 7.439937E+03, 7.728145E+03, 8.017316E+03, 8.307415E+03, 8.598414E+03, 8.890294E+03, 9.183041E+03, 9.476647E+03, 9.771108E+03, 1.006643E+04, 1.036261E+04, 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1.158542E+06, 1.161132E+06, 1.163726E+06, 1.166324E+06, 1.168924E+06, 1.171528E+06, 1.174134E+06, ]) # ============================ M = 8, I = 5 ============================ M = 8 I = 5 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 7.959880E+00, 2.179989E+01, 3.985171E+01, 5.814554E+01, 7.704575E+01, 9.699782E+01, 1.182465E+02, 1.408475E+02, 1.647454E+02, 1.898339E+02, 2.159905E+02, 2.430940E+02, 2.710324E+02, 2.997054E+02, 3.290253E+02, 3.589158E+02, 3.893108E+02, 4.201531E+02, 4.513936E+02, 4.829894E+02, 5.149037E+02, 5.471044E+02, 5.795636E+02, 6.122570E+02, 6.451636E+02, 6.782652E+02, 7.115459E+02, 7.449920E+02, 7.785918E+02, 8.123352E+02, 8.462138E+02, 8.802206E+02, 9.143495E+02, 9.485961E+02, 9.829566E+02, 1.017428E+03, 1.052009E+03, 1.086698E+03, 1.121494E+03, 1.156398E+03, 1.191410E+03, 1.226531E+03, 1.261763E+03, 1.297108E+03, 1.332567E+03, 1.368144E+03, 1.403840E+03, 1.439659E+03, 1.475604E+03, 1.511677E+03, 1.547883E+03, 1.584225E+03, 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1.224118E+05, 1.227040E+05, 1.229965E+05, 1.232894E+05, 1.235828E+05, 1.238765E+05, 1.241706E+05, 1.244650E+05, 1.247599E+05, 1.250551E+05, 1.253508E+05, 1.256468E+05, 1.259432E+05, 1.262400E+05, 1.265372E+05, 1.268347E+05, 1.271327E+05, 1.274310E+05, 1.277298E+05, 1.280289E+05, 1.283284E+05, 1.286282E+05, 1.289285E+05, 1.292292E+05, 1.295302E+05, 1.298317E+05, 1.301335E+05, 1.304357E+05, 1.307383E+05, 1.310412E+05, 1.313446E+05, 1.316484E+05, 1.319525E+05, 1.322570E+05, 1.325620E+05, 1.328672E+05, 1.331729E+05, 1.334790E+05, 1.337855E+05, 1.340923E+05, 1.343996E+05, 1.347072E+05, 1.350152E+05, 1.353236E+05, 1.356324E+05, 1.359415E+05, 1.362511E+05, 1.365610E+05, 1.368714E+05, 1.371821E+05, 1.374932E+05, 1.378047E+05, 1.381166E+05, 1.384288E+05, 1.387415E+05, 1.390545E+05, 1.393680E+05, 1.396818E+05, 1.399960E+05, 1.403106E+05, 1.406255E+05, 1.409409E+05, 1.412566E+05, 1.415728E+05, 1.418893E+05, 1.422062E+05, 1.425235E+05, 1.428412E+05, ]) # ============================ M = 8, I = 6 ============================ M = 8 I = 6 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.772855E+01, 1.280492E+02, 2.335370E+02, 3.404722E+02, 4.509608E+02, 5.676014E+02, 6.918216E+02, 8.239449E+02, 9.636464E+02, 1.110304E+03, 1.263202E+03, 1.421632E+03, 1.584938E+03, 1.752536E+03, 1.923913E+03, 2.098622E+03, 2.276278E+03, 2.456546E+03, 2.639140E+03, 2.823810E+03, 3.010339E+03, 3.198539E+03, 3.388249E+03, 3.579327E+03, 3.771648E+03, 3.965105E+03, 4.159606E+03, 4.355070E+03, 4.551428E+03, 4.748620E+03, 4.946596E+03, 5.145314E+03, 5.344738E+03, 5.544840E+03, 5.745597E+03, 5.946992E+03, 6.149013E+03, 6.351652E+03, 6.554904E+03, 6.758770E+03, 6.963250E+03, 7.168351E+03, 7.374081E+03, 7.580448E+03, 7.787465E+03, 7.995145E+03, 8.203504E+03, 8.412556E+03, 8.622319E+03, 8.832810E+03, 9.044049E+03, 9.256054E+03, 9.468844E+03, 9.682440E+03, 9.896861E+03, 1.011213E+04, 1.032826E+04, 1.054528E+04, 1.076320E+04, 1.098205E+04, 1.120184E+04, 1.142259E+04, 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7.243659E+05, 7.260751E+05, 7.277866E+05, 7.295003E+05, 7.312162E+05, 7.329344E+05, 7.346548E+05, 7.363774E+05, 7.381023E+05, 7.398294E+05, 7.415587E+05, 7.432903E+05, 7.450241E+05, 7.467601E+05, 7.484984E+05, 7.502389E+05, 7.519816E+05, 7.537266E+05, 7.554737E+05, 7.572232E+05, 7.589748E+05, 7.607287E+05, 7.624849E+05, 7.642432E+05, 7.660038E+05, 7.677667E+05, 7.695317E+05, 7.712990E+05, 7.730686E+05, 7.748403E+05, 7.766143E+05, 7.783906E+05, 7.801691E+05, 7.819498E+05, 7.837327E+05, 7.855179E+05, 7.873053E+05, 7.890949E+05, 7.908868E+05, 7.926809E+05, 7.944773E+05, 7.962759E+05, 7.980767E+05, 7.998798E+05, 8.016851E+05, 8.034926E+05, 8.053024E+05, 8.071144E+05, 8.089286E+05, 8.107451E+05, 8.125638E+05, 8.143848E+05, 8.162079E+05, 8.180333E+05, 8.198610E+05, 8.216909E+05, 8.235230E+05, 8.253574E+05, ]) # ============================ M = 9, I = 1 ============================ M = 9 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.310610E+00, 3.639719E+01, 1.022291E+02, 1.873835E+02, 2.881852E+02, 4.025074E+02, 5.289157E+02, 6.663660E+02, 8.140735E+02, 9.714531E+02, 1.138087E+03, 1.313702E+03, 1.498147E+03, 1.691370E+03, 1.893401E+03, 2.104332E+03, 2.324304E+03, 2.553494E+03, 2.792109E+03, 3.040379E+03, 3.298551E+03, 3.566893E+03, 3.845684E+03, 4.135219E+03, 4.435807E+03, 4.747769E+03, 5.071439E+03, 5.407166E+03, 5.755308E+03, 6.116240E+03, 6.490346E+03, 6.878022E+03, 7.279677E+03, 7.695733E+03, 8.126619E+03, 8.572779E+03, 9.034666E+03, 9.512744E+03, 1.000749E+04, 1.051938E+04, 1.104891E+04, 1.159658E+04, 1.216292E+04, 1.274843E+04, 1.335366E+04, 1.397914E+04, 1.462542E+04, 1.529306E+04, 1.598263E+04, 1.669470E+04, 1.742986E+04, 1.818871E+04, 1.897184E+04, 1.977987E+04, 2.061342E+04, 2.147312E+04, 2.235961E+04, 2.327353E+04, 2.421554E+04, 2.518631E+04, 2.618651E+04, 2.721683E+04, 2.827795E+04, 2.937058E+04, 3.049543E+04, 3.165322E+04, 3.284468E+04, 3.407055E+04, 3.533158E+04, 3.662852E+04, 3.796215E+04, 3.933323E+04, 4.074257E+04, 4.219094E+04, 4.367917E+04, 4.520806E+04, 4.677844E+04, 4.839114E+04, 5.004702E+04, 5.174693E+04, 5.349172E+04, 5.528229E+04, 5.711951E+04, 5.900428E+04, 6.093751E+04, 6.292011E+04, 6.495301E+04, 6.703715E+04, 6.917348E+04, 7.136295E+04, 7.360653E+04, 7.590520E+04, 7.825996E+04, 8.067179E+04, 8.314173E+04, 8.567078E+04, 8.825998E+04, 9.091038E+04, 9.362302E+04, 9.639898E+04, 9.923933E+04, 1.021452E+05, 1.051176E+05, 1.081577E+05, 1.112666E+05, 1.144454E+05, 1.176954E+05, 1.210176E+05, 1.244132E+05, 1.278834E+05, 1.314293E+05, 1.350523E+05, 1.387534E+05, 1.425340E+05, 1.463952E+05, 1.503383E+05, 1.543645E+05, 1.584752E+05, 1.626716E+05, 1.669550E+05, 1.713267E+05, 1.757881E+05, 1.803404E+05, 1.849850E+05, 1.897233E+05, 1.945566E+05, 1.994864E+05, 2.045139E+05, 2.096406E+05, 2.148679E+05, 2.201973E+05, 2.256301E+05, 2.311679E+05, 2.368121E+05, 2.425641E+05, 2.484256E+05, 2.543979E+05, 2.604825E+05, 2.666811E+05, 2.729952E+05, 2.794262E+05, 2.859758E+05, 2.926456E+05, 2.994371E+05, 3.063520E+05, 3.133918E+05, 3.205582E+05, 3.278528E+05, 3.352773E+05, 3.428334E+05, 3.505227E+05, 3.583470E+05, 3.663078E+05, 3.744071E+05, 3.826465E+05, 3.910277E+05, 3.995525E+05, 4.082227E+05, 4.170400E+05, 4.260063E+05, 4.351235E+05, 4.443932E+05, 4.538174E+05, 4.633979E+05, 4.731365E+05, 4.830353E+05, 4.930960E+05, 5.033205E+05, 5.137109E+05, 5.242690E+05, 5.349968E+05, 5.458962E+05, 5.569692E+05, 5.682179E+05, 5.796442E+05, 5.912502E+05, 6.030378E+05, 6.150091E+05, 6.271663E+05, 6.395113E+05, 6.520463E+05, 6.647734E+05, 6.776946E+05, 6.908122E+05, 7.041283E+05, 7.176449E+05, 7.313645E+05, 7.452890E+05, 7.594207E+05, 7.737619E+05, 7.883147E+05, 8.030815E+05, 8.180644E+05, 8.332658E+05, 8.486880E+05, 8.643333E+05, 8.802039E+05, 8.963023E+05, 9.126308E+05, 9.291917E+05, 9.459874E+05, 9.630204E+05, 9.802931E+05, 9.978078E+05, 1.015567E+06, 1.033573E+06, 1.051829E+06, 1.070336E+06, 1.089099E+06, 1.108118E+06, 1.127396E+06, 1.146937E+06, 1.166742E+06, 1.186814E+06, 1.207156E+06, 1.227771E+06, 1.248661E+06, 1.269828E+06, 1.291276E+06, 1.313006E+06, 1.335022E+06, 1.357327E+06, 1.379923E+06, 1.402813E+06, 1.425999E+06, 1.449484E+06, 1.473272E+06, 1.497365E+06, 1.521766E+06, 1.546477E+06, 1.571501E+06, 1.596842E+06, 1.622502E+06, 1.648484E+06, 1.674792E+06, 1.701427E+06, 1.728392E+06, 1.755692E+06, 1.783329E+06, 1.811305E+06, 1.839624E+06, 1.868290E+06, 1.897303E+06, 1.926669E+06, 1.956390E+06, 1.986469E+06, 2.016909E+06, 2.047714E+06, 2.078885E+06, 2.110428E+06, 2.142344E+06, 2.174638E+06, 2.207311E+06, 2.240368E+06, 2.273812E+06, 2.307645E+06, 2.341872E+06, 2.376495E+06, 2.411518E+06, 2.446944E+06, 2.482776E+06, 2.519019E+06, 2.555674E+06, 2.592746E+06, 2.630238E+06, 2.668154E+06, 2.706496E+06, 2.745269E+06, 2.784476E+06, 2.824119E+06, 2.864204E+06, 2.904733E+06, 2.945710E+06, 2.987138E+06, 3.029022E+06, 3.071364E+06, 3.114168E+06, 3.157438E+06, 3.201178E+06, 3.245390E+06, 3.290080E+06, 3.335251E+06, 3.380906E+06, 3.427048E+06, 3.473683E+06, 3.520813E+06, 3.568443E+06, 3.616576E+06, 3.665216E+06, 3.714367E+06, 3.764032E+06, 3.814217E+06, 3.864924E+06, 3.916157E+06, 3.967921E+06, 4.020219E+06, 4.073055E+06, 4.126434E+06, 4.180359E+06, 4.234835E+06, 4.289865E+06, 4.345453E+06, 4.401604E+06, 4.458322E+06, 4.515610E+06, 4.573474E+06, 4.631916E+06, 4.690942E+06, 4.750556E+06, 4.810761E+06, 4.871562E+06, 4.932963E+06, 4.994968E+06, 5.057582E+06, 5.120810E+06, 5.184654E+06, 5.249121E+06, 5.314213E+06, 5.379936E+06, 5.446294E+06, 5.513291E+06, 5.580932E+06, 5.649221E+06, 5.718162E+06, 5.787761E+06, 5.858021E+06, 5.928948E+06, 6.000545E+06, 6.072818E+06, 6.145771E+06, 6.219408E+06, 6.293734E+06, 6.368754E+06, 6.444473E+06, 6.520895E+06, 6.598024E+06, 6.675866E+06, 6.754426E+06, 6.833708E+06, 6.913717E+06, 6.994457E+06, 7.075934E+06, 7.158152E+06, 7.241117E+06, 7.324832E+06, 7.409304E+06, 7.494537E+06, 7.580535E+06, 7.667305E+06, 7.754850E+06, 7.843176E+06, 7.932288E+06, 8.022192E+06, 8.112890E+06, 8.204390E+06, 8.296697E+06, 8.389814E+06, 8.483748E+06, 8.578504E+06, 8.674086E+06, 8.770500E+06, 8.867752E+06, 8.965846E+06, 9.064788E+06, 9.164583E+06, 9.265236E+06, 9.366753E+06, 9.469138E+06, 9.572398E+06, 9.676538E+06, 9.781563E+06, 9.887479E+06, 9.994290E+06, 1.010200E+07, 1.021062E+07, 1.032016E+07, 1.043061E+07, 1.054198E+07, 1.065428E+07, 1.076752E+07, 1.088170E+07, 1.099683E+07, 1.111290E+07, 1.122994E+07, 1.134793E+07, 1.146690E+07, 1.158684E+07, 1.170776E+07, 1.182966E+07, 1.195256E+07, 1.207646E+07, 1.220136E+07, 1.232726E+07, 1.245419E+07, 1.258213E+07, 1.271110E+07, 1.284111E+07, 1.297215E+07, 1.310424E+07, 1.323738E+07, 1.337158E+07, 1.350684E+07, 1.364317E+07, 1.378058E+07, 1.391906E+07, 1.405864E+07, 1.419930E+07, 1.434107E+07, 1.448394E+07, 1.462793E+07, 1.477304E+07, 1.491927E+07, 1.506663E+07, 1.521512E+07, 1.536477E+07, 1.551556E+07, 1.566751E+07, 1.582062E+07, 1.597490E+07, 1.613036E+07, 1.628700E+07, 1.644483E+07, 1.660386E+07, 1.676408E+07, 1.692552E+07, 1.708817E+07, 1.725204E+07, 1.741714E+07, 1.758347E+07, 1.775105E+07, 1.791987E+07, 1.808995E+07, 1.826130E+07, 1.843390E+07, 1.860779E+07, 1.878296E+07, 1.895942E+07, 1.913717E+07, 1.931622E+07, 1.949659E+07, 1.967827E+07, 1.986127E+07, 2.004561E+07, 2.023128E+07, 2.041830E+07, 2.060667E+07, 2.079640E+07, 2.098749E+07, 2.117995E+07, 2.137380E+07, 2.156903E+07, 2.176566E+07, 2.196369E+07, 2.216312E+07, 2.236397E+07, 2.256625E+07, 2.276996E+07, 2.297510E+07, 2.318169E+07, 2.338973E+07, 2.359923E+07, 2.381020E+07, 2.402264E+07, 2.423656E+07, 2.445198E+07, 2.466889E+07, 2.488730E+07, 2.510723E+07, 2.532868E+07, 2.555165E+07, 2.577616E+07, 2.600221E+07, 2.622981E+07, 2.645897E+07, 2.668970E+07, 2.692200E+07, 2.715587E+07, 2.739134E+07, 2.762841E+07, 2.786708E+07, 2.810736E+07, 2.834926E+07, 2.859279E+07, 2.883795E+07, 2.908476E+07, 2.933322E+07, 2.958335E+07, 2.983514E+07, 3.008860E+07, 3.034375E+07, 3.060059E+07, 3.085913E+07, 3.111938E+07, 3.138135E+07, 3.164504E+07, 3.191047E+07, 3.217763E+07, 3.244655E+07, 3.271722E+07, 3.298966E+07, 3.326387E+07, ]) # ============================ M = 9, I = 2 ============================ M = 9 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.314658E+00, 3.655870E+01, 1.026902E+02, 1.882331E+02, 2.894955E+02, 4.043403E+02, 5.313270E+02, 6.694062E+02, 8.177896E+02, 9.758894E+02, 1.143286E+03, 1.319704E+03, 1.504991E+03, 1.699096E+03, 1.902049E+03, 2.113941E+03, 2.334914E+03, 2.565146E+03, 2.804843E+03, 3.054238E+03, 3.313580E+03, 3.583134E+03, 3.863184E+03, 4.154024E+03, 4.455966E+03, 4.769330E+03, 5.094454E+03, 5.431687E+03, 5.781389E+03, 6.143936E+03, 6.519713E+03, 6.909120E+03, 7.312566E+03, 7.730475E+03, 8.163278E+03, 8.611421E+03, 9.075358E+03, 9.555555E+03, 1.005249E+04, 1.056664E+04, 1.109852E+04, 1.164861E+04, 1.221745E+04, 1.280554E+04, 1.341343E+04, 1.404167E+04, 1.469079E+04, 1.536136E+04, 1.605396E+04, 1.676916E+04, 1.750754E+04, 1.826971E+04, 1.905627E+04, 1.986784E+04, 2.070503E+04, 2.156849E+04, 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2.871214E+07, 2.895832E+07, 2.920616E+07, 2.945566E+07, 2.970682E+07, 2.995966E+07, 3.021418E+07, 3.047039E+07, 3.072830E+07, 3.098791E+07, 3.124925E+07, 3.151230E+07, 3.177709E+07, 3.204362E+07, 3.231190E+07, 3.258193E+07, 3.285373E+07, 3.312730E+07, 3.340266E+07, ]) # ============================ M = 9, I = 3 ============================ M = 9 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 5.287151E+00, 1.468630E+02, 4.125022E+02, 7.561104E+02, 1.162858E+03, 1.624163E+03, 2.134238E+03, 2.688870E+03, 3.284898E+03, 3.919970E+03, 4.592412E+03, 5.301135E+03, 6.045544E+03, 6.825451E+03, 7.640990E+03, 8.492548E+03, 9.380707E+03, 1.030620E+04, 1.126986E+04, 1.227265E+04, 1.331556E+04, 1.439969E+04, 1.552617E+04, 1.669622E+04, 1.791109E+04, 1.917209E+04, 2.048058E+04, 2.183799E+04, 2.324577E+04, 2.470545E+04, 2.621860E+04, 2.778683E+04, 2.941181E+04, 3.109526E+04, 3.283893E+04, 3.464462E+04, 3.651419E+04, 3.844952E+04, 4.045253E+04, 4.252521E+04, 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1.015293E+08, 1.024268E+08, 1.033306E+08, 1.042407E+08, 1.051570E+08, 1.060796E+08, 1.070085E+08, 1.079438E+08, 1.088855E+08, 1.098336E+08, 1.107882E+08, 1.117492E+08, 1.127168E+08, 1.136909E+08, 1.146716E+08, 1.156589E+08, 1.166529E+08, 1.176535E+08, 1.186609E+08, 1.196750E+08, 1.206958E+08, 1.217235E+08, 1.227581E+08, 1.237995E+08, 1.248478E+08, 1.259031E+08, 1.269653E+08, 1.280346E+08, 1.291108E+08, 1.301942E+08, 1.312847E+08, 1.323823E+08, 1.334871E+08, 1.345991E+08, 1.357184E+08, ]) # ============================ M = 9, I = 4 ============================ M = 9 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.792286E+00, 7.808714E+01, 2.194075E+02, 4.022192E+02, 6.186293E+02, 8.640702E+02, 1.135463E+03, 1.430570E+03, 1.747717E+03, 2.085671E+03, 2.443563E+03, 2.820846E+03, 3.217234E+03, 3.632660E+03, 4.067227E+03, 4.521173E+03, 4.994833E+03, 5.488624E+03, 6.003022E+03, 6.538550E+03, 7.095775E+03, 7.675299E+03, 8.277756E+03, 8.903812E+03, 9.554164E+03, 1.022954E+04, 1.093068E+04, 1.165839E+04, 1.241347E+04, 1.319676E+04, 1.400912E+04, 1.485145E+04, 1.572468E+04, 1.662974E+04, 1.756760E+04, 1.853926E+04, 1.954573E+04, 2.058806E+04, 2.166732E+04, 2.278458E+04, 2.394095E+04, 2.513756E+04, 2.637557E+04, 2.765614E+04, 2.898047E+04, 3.034977E+04, 3.176526E+04, 3.322821E+04, 3.473988E+04, 3.630157E+04, 3.791460E+04, 3.958028E+04, 4.129998E+04, 4.307506E+04, 4.490693E+04, 4.679699E+04, 4.874667E+04, 5.075743E+04, 5.283074E+04, 5.496810E+04, 5.717102E+04, 5.944103E+04, 6.177969E+04, 6.418858E+04, 6.666929E+04, 6.922344E+04, 7.185267E+04, 7.455865E+04, 7.734304E+04, 8.020757E+04, 8.315394E+04, 8.618391E+04, 8.929926E+04, 9.250175E+04, 9.579323E+04, 9.917550E+04, 1.026504E+05, 1.062199E+05, 1.098859E+05, 1.136502E+05, 1.175148E+05, 1.214817E+05, 1.255529E+05, 1.297304E+05, 1.340162E+05, 1.384125E+05, 1.429212E+05, 1.475446E+05, 1.522847E+05, 1.571437E+05, 1.621237E+05, 1.672271E+05, 1.724560E+05, 1.778126E+05, 1.832993E+05, 1.889184E+05, 1.946721E+05, 2.005629E+05, 2.065931E+05, 2.127651E+05, 2.190814E+05, 2.255444E+05, 2.321565E+05, 2.389204E+05, 2.458385E+05, 2.529133E+05, 2.601475E+05, 2.675436E+05, 2.751043E+05, 2.828322E+05, 2.907301E+05, 2.988007E+05, 3.070466E+05, 3.154706E+05, 3.240756E+05, 3.328643E+05, 3.418396E+05, 3.510043E+05, 3.603614E+05, 3.699138E+05, 3.796643E+05, 3.896161E+05, 3.997721E+05, 4.101353E+05, 4.207088E+05, 4.314957E+05, 4.424990E+05, 4.537220E+05, 4.651678E+05, 4.768396E+05, 4.887406E+05, 5.008741E+05, 5.132433E+05, 5.258516E+05, 5.387023E+05, 5.517988E+05, 5.651444E+05, 5.787426E+05, 5.925968E+05, 6.067105E+05, 6.210873E+05, 6.357306E+05, 6.506441E+05, 6.658312E+05, 6.812957E+05, 6.970412E+05, 7.130714E+05, 7.293900E+05, 7.460007E+05, 7.629073E+05, 7.801137E+05, 7.976236E+05, 8.154408E+05, 8.335694E+05, 8.520132E+05, 8.707762E+05, 8.898623E+05, 9.092756E+05, 9.290201E+05, 9.490998E+05, 9.695190E+05, 9.902817E+05, 1.011392E+06, 1.032854E+06, 1.054673E+06, 1.076851E+06, 1.099395E+06, 1.122307E+06, 1.145592E+06, 1.169256E+06, 1.193301E+06, 1.217733E+06, 1.242556E+06, 1.267775E+06, 1.293394E+06, 1.319417E+06, 1.345850E+06, 1.372696E+06, 1.399961E+06, 1.427650E+06, 1.455766E+06, 1.484315E+06, 1.513302E+06, 1.542731E+06, 1.572608E+06, 1.602936E+06, 1.633722E+06, 1.664969E+06, 1.696684E+06, 1.728871E+06, 1.761535E+06, 1.794681E+06, 1.828314E+06, 1.862440E+06, 1.897064E+06, 1.932191E+06, 1.967825E+06, 2.003974E+06, 2.040641E+06, 2.077832E+06, 2.115553E+06, 2.153808E+06, 2.192605E+06, 2.231947E+06, 2.271841E+06, 2.312291E+06, 2.353305E+06, 2.394886E+06, 2.437042E+06, 2.479777E+06, 2.523098E+06, 2.567010E+06, 2.611519E+06, 2.656630E+06, 2.702351E+06, 2.748686E+06, 2.795641E+06, 2.843223E+06, 2.891438E+06, 2.940291E+06, 2.989789E+06, 3.039938E+06, 3.090744E+06, 3.142213E+06, 3.194351E+06, 3.247165E+06, 3.300661E+06, 3.354846E+06, 3.409725E+06, 3.465305E+06, 3.521593E+06, 3.578595E+06, 3.636318E+06, 3.694767E+06, 3.753950E+06, 3.813874E+06, 3.874545E+06, 3.935970E+06, 3.998155E+06, 4.061107E+06, 4.124833E+06, 4.189341E+06, 4.254636E+06, 4.320726E+06, 4.387617E+06, 4.455318E+06, 4.523834E+06, 4.593173E+06, 4.663342E+06, 4.734348E+06, 4.806198E+06, 4.878900E+06, 4.952460E+06, 5.026887E+06, 5.102187E+06, 5.178368E+06, 5.255438E+06, 5.333402E+06, 5.412270E+06, 5.492049E+06, 5.572747E+06, 5.654370E+06, 5.736926E+06, 5.820424E+06, 5.904871E+06, 5.990275E+06, 6.076643E+06, 6.163984E+06, 6.252305E+06, 6.341614E+06, 6.431919E+06, 6.523228E+06, 6.615550E+06, 6.708892E+06, 6.803263E+06, 6.898670E+06, 6.995122E+06, 7.092626E+06, 7.191193E+06, 7.290828E+06, 7.391542E+06, 7.493343E+06, 7.596238E+06, 7.700236E+06, 7.805346E+06, 7.911577E+06, 8.018936E+06, 8.127434E+06, 8.237077E+06, 8.347876E+06, 8.459838E+06, 8.572974E+06, 8.687290E+06, 8.802797E+06, 8.919504E+06, 9.037418E+06, 9.156550E+06, 9.276908E+06, 9.398502E+06, 9.521340E+06, 9.645432E+06, 9.770787E+06, 9.897414E+06, 1.002532E+07, 1.015452E+07, 1.028502E+07, 1.041683E+07, 1.054996E+07, 1.068442E+07, 1.082021E+07, 1.095736E+07, 1.109586E+07, 1.123573E+07, 1.137697E+07, 1.151960E+07, 1.166363E+07, 1.180906E+07, 1.195592E+07, 1.210419E+07, 1.225391E+07, 1.240506E+07, 1.255768E+07, 1.271176E+07, 1.286732E+07, 1.302436E+07, 1.318291E+07, 1.334296E+07, 1.350452E+07, 1.366762E+07, 1.383225E+07, 1.399843E+07, 1.416617E+07, 1.433548E+07, 1.450638E+07, 1.467886E+07, 1.485294E+07, 1.502864E+07, 1.520596E+07, 1.538491E+07, 1.556551E+07, 1.574777E+07, 1.593169E+07, 1.611729E+07, 1.630458E+07, 1.649357E+07, 1.668426E+07, 1.687669E+07, 1.707084E+07, 1.726674E+07, 1.746440E+07, 1.766382E+07, 1.786502E+07, 1.806801E+07, 1.827280E+07, 1.847941E+07, 1.868784E+07, 1.889811E+07, 1.911023E+07, 1.932420E+07, 1.954005E+07, 1.975778E+07, 1.997740E+07, 2.019894E+07, 2.042239E+07, 2.064777E+07, 2.087510E+07, 2.110438E+07, 2.133562E+07, 2.156885E+07, 2.180407E+07, 2.204129E+07, 2.228053E+07, 2.252180E+07, 2.276511E+07, 2.301047E+07, 2.325790E+07, 2.350741E+07, 2.375901E+07, 2.401271E+07, 2.426853E+07, 2.452648E+07, 2.478656E+07, 2.504881E+07, 2.531322E+07, 2.557982E+07, 2.584860E+07, 2.611960E+07, 2.639281E+07, 2.666825E+07, 2.694595E+07, 2.722590E+07, 2.750812E+07, 2.779263E+07, 2.807944E+07, 2.836856E+07, 2.866001E+07, 2.895380E+07, 2.924994E+07, 2.954844E+07, 2.984933E+07, 3.015261E+07, 3.045830E+07, 3.076641E+07, 3.107696E+07, 3.138995E+07, 3.170541E+07, 3.202335E+07, 3.234378E+07, 3.266671E+07, 3.299216E+07, 3.332015E+07, 3.365068E+07, 3.398378E+07, 3.431946E+07, 3.465772E+07, 3.499859E+07, 3.534208E+07, 3.568821E+07, 3.603698E+07, 3.638842E+07, 3.674254E+07, 3.709935E+07, 3.745886E+07, 3.782110E+07, 3.818608E+07, 3.855381E+07, 3.892431E+07, 3.929760E+07, 3.967368E+07, 4.005257E+07, 4.043429E+07, 4.081885E+07, 4.120628E+07, 4.159657E+07, 4.198976E+07, 4.238585E+07, 4.278486E+07, 4.318681E+07, 4.359171E+07, 4.399958E+07, 4.441043E+07, 4.482428E+07, 4.524114E+07, 4.566103E+07, 4.608397E+07, 4.650998E+07, 4.693906E+07, 4.737123E+07, 4.780652E+07, 4.824493E+07, 4.868648E+07, 4.913120E+07, 4.957909E+07, 5.003017E+07, 5.048446E+07, 5.094198E+07, 5.140273E+07, 5.186675E+07, 5.233404E+07, 5.280462E+07, 5.327851E+07, 5.375572E+07, 5.423628E+07, 5.472019E+07, 5.520748E+07, 5.569817E+07, 5.619226E+07, 5.668978E+07, 5.719074E+07, 5.769517E+07, 5.820307E+07, 5.871447E+07, 5.922938E+07, 5.974783E+07, 6.026982E+07, 6.079538E+07, 6.132452E+07, 6.185726E+07, 6.239362E+07, 6.293362E+07, 6.347727E+07, 6.402460E+07, 6.457562E+07, 6.513034E+07, 6.568879E+07, 6.625098E+07, 6.681694E+07, 6.738668E+07, 6.796022E+07, 6.853757E+07, 6.911876E+07, 6.970380E+07, 7.029272E+07, 7.088553E+07, 7.148225E+07, 7.208289E+07, 7.268749E+07, 7.329605E+07, 7.390859E+07, 7.452514E+07, 7.514571E+07, ]) # ============================ M = 10, I = 1 ============================ M = 10 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.784786E+00, 8.034968E+01, 2.303379E+02, 4.243222E+02, 6.539443E+02, 9.143830E+02, 1.202384E+03, 1.515560E+03, 1.852062E+03, 2.210411E+03, 2.589395E+03, 2.988019E+03, 3.405470E+03, 3.841092E+03, 4.294377E+03, 4.764948E+03, 5.252547E+03, 5.757026E+03, 6.278332E+03, 6.816497E+03, 7.371633E+03, 7.943915E+03, 8.533582E+03, 9.140926E+03, 9.766290E+03, 1.041006E+04, 1.107267E+04, 1.175458E+04, 1.245630E+04, 1.317836E+04, 1.392135E+04, 1.468585E+04, 1.547251E+04, 1.628198E+04, 1.711494E+04, 1.797211E+04, 1.885422E+04, 1.976201E+04, 2.069629E+04, 2.165782E+04, 2.241492E+04, 2.341104E+04, 2.443493E+04, 2.548730E+04, 2.656889E+04, 2.768046E+04, 2.882275E+04, 2.999653E+04, 3.120258E+04, 3.244169E+04, 3.371467E+04, 3.502231E+04, 3.636545E+04, 3.774490E+04, 3.916152E+04, 4.061615E+04, 4.210965E+04, 4.364290E+04, 4.521676E+04, 4.683214E+04, 4.848993E+04, 5.019105E+04, 5.193641E+04, 5.372695E+04, 5.556360E+04, 5.744732E+04, 5.937907E+04, 6.135982E+04, 6.339054E+04, 6.547225E+04, 6.760593E+04, 6.979260E+04, 7.203329E+04, 7.432903E+04, 7.668087E+04, 7.908986E+04, 8.155707E+04, 8.408358E+04, 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2.259339E+07, 2.279931E+07, 2.300669E+07, 2.321554E+07, 2.342586E+07, 2.363766E+07, 2.385096E+07, 2.406575E+07, 2.428204E+07, 2.449985E+07, 2.471918E+07, 2.494004E+07, 2.516243E+07, 2.538636E+07, 2.561184E+07, 2.583888E+07, 2.606749E+07, 2.629767E+07, 2.652943E+07, 2.676278E+07, 2.699773E+07, 2.723428E+07, 2.747244E+07, 2.771223E+07, 2.795364E+07, 2.819668E+07, 2.844138E+07, 2.868772E+07, 2.893572E+07, 2.918539E+07, 2.943674E+07, 2.968977E+07, 2.994449E+07, 3.020091E+07, 3.045904E+07, 3.071888E+07, 3.098045E+07, 3.124375E+07, 3.150879E+07, 3.177558E+07, 3.204413E+07, 3.231444E+07, 3.258653E+07, 3.286040E+07, 3.313606E+07, 3.341352E+07, 3.369278E+07, 3.397386E+07, 3.425676E+07, 3.454150E+07, 3.482808E+07, 3.511650E+07, 3.540678E+07, 3.569893E+07, 3.599296E+07, 3.628887E+07, 3.658667E+07, 3.688637E+07, 3.718798E+07, 3.749150E+07, 3.779696E+07, 3.810435E+07, 3.841368E+07, 3.872497E+07, 3.903822E+07, 3.935344E+07, 3.967064E+07, 3.998983E+07, ]) # ============================ M = 10, I = 2 ============================ M = 10 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.525397E+00, 5.495828E+01, 1.574790E+02, 2.900632E+02, 4.470054E+02, 6.250102E+02, 8.218536E+02, 1.035903E+03, 1.265896E+03, 1.510822E+03, 1.769854E+03, 2.042317E+03, 2.327659E+03, 2.625439E+03, 2.935319E+03, 3.257053E+03, 3.590475E+03, 3.935497E+03, 4.292094E+03, 4.660300E+03, 5.040200E+03, 5.431925E+03, 5.835642E+03, 6.251555E+03, 6.679898E+03, 7.120929E+03, 7.574933E+03, 8.042213E+03, 8.523092E+03, 9.017908E+03, 9.527014E+03, 1.005078E+04, 1.058957E+04, 1.114378E+04, 1.171381E+04, 1.230005E+04, 1.290291E+04, 1.352280E+04, 1.416013E+04, 1.481534E+04, 1.548883E+04, 1.618103E+04, 1.689236E+04, 1.762325E+04, 1.837412E+04, 1.914540E+04, 1.993751E+04, 2.075087E+04, 2.158590E+04, 2.244303E+04, 2.332268E+04, 2.422525E+04, 2.515118E+04, 2.610086E+04, 2.707472E+04, 2.807316E+04, 2.909659E+04, 3.014543E+04, 3.122006E+04, 3.232091E+04, 3.344836E+04, 3.460282E+04, 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1.381607E+07, 1.394646E+07, 1.407780E+07, 1.421011E+07, 1.434339E+07, 1.447763E+07, 1.461286E+07, 1.474906E+07, 1.488626E+07, 1.502445E+07, 1.516363E+07, 1.530382E+07, 1.544502E+07, 1.558722E+07, 1.573045E+07, 1.587470E+07, 1.601999E+07, 1.616630E+07, 1.631366E+07, 1.646206E+07, 1.661151E+07, 1.676201E+07, 1.691358E+07, 1.706621E+07, 1.721991E+07, 1.737469E+07, 1.753056E+07, 1.768751E+07, 1.784555E+07, 1.800469E+07, 1.816494E+07, 1.832629E+07, 1.848876E+07, 1.865235E+07, 1.881707E+07, 1.898291E+07, 1.914990E+07, 1.931802E+07, 1.948730E+07, 1.965773E+07, 1.982932E+07, 2.000207E+07, 2.017599E+07, 2.035109E+07, 2.052737E+07, 2.070484E+07, 2.088351E+07, 2.106337E+07, 2.124444E+07, 2.142671E+07, 2.161021E+07, 2.179492E+07, 2.198086E+07, 2.216804E+07, 2.235646E+07, 2.254612E+07, 2.273704E+07, 2.292921E+07, 2.312264E+07, 2.331735E+07, 2.351333E+07, 2.371059E+07, 2.390914E+07, 2.410898E+07, 2.431012E+07, 2.451256E+07, 2.471632E+07, 2.492139E+07, 2.512778E+07, 2.533551E+07, 2.554457E+07, 2.575498E+07, 2.596672E+07, 2.617983E+07, 2.639429E+07, 2.661012E+07, 2.682733E+07, 2.704591E+07, 2.726588E+07, 2.748724E+07, 2.770999E+07, 2.793415E+07, 2.815972E+07, 2.838671E+07, ]) # ============================ M = 10, I = 3 ============================ M = 10 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 9.719426E+00, 1.748438E+02, 4.951674E+02, 9.094682E+02, 1.399889E+03, 1.956127E+03, 2.571228E+03, 3.240089E+03, 3.958761E+03, 4.724083E+03, 5.533473E+03, 6.384809E+03, 7.276360E+03, 8.206738E+03, 9.174869E+03, 1.017996E+04, 1.122148E+04, 1.229911E+04, 1.341275E+04, 1.456245E+04, 1.574843E+04, 1.697102E+04, 1.823068E+04, 1.952793E+04, 2.086338E+04, 2.223769E+04, 2.365160E+04, 2.510587E+04, 2.660129E+04, 2.813868E+04, 2.971891E+04, 3.134283E+04, 3.301132E+04, 3.472530E+04, 3.648565E+04, 3.829330E+04, 4.014915E+04, 4.205414E+04, 4.400919E+04, 4.601523E+04, 4.807319E+04, 5.018399E+04, 5.234857E+04, 5.456786E+04, 5.684278E+04, 5.917427E+04, 6.156325E+04, 6.401064E+04, 6.651737E+04, 6.908436E+04, 7.171252E+04, 7.440279E+04, 7.715606E+04, 7.997325E+04, 8.369395E+04, 8.679847E+04, 8.998552E+04, 9.325692E+04, 9.661453E+04, 1.000602E+05, 1.035959E+05, 1.072235E+05, 1.109449E+05, 1.147621E+05, 1.186771E+05, 1.226919E+05, 1.268085E+05, 1.310290E+05, 1.353554E+05, 1.397899E+05, 1.443345E+05, 1.489913E+05, 1.537626E+05, 1.586505E+05, 1.636573E+05, 1.687851E+05, 1.740362E+05, 1.794129E+05, 1.849174E+05, 1.905522E+05, 1.963194E+05, 2.022216E+05, 2.082611E+05, 2.144403E+05, 2.207616E+05, 2.272276E+05, 2.338406E+05, 2.406033E+05, 2.475181E+05, 2.545876E+05, 2.618144E+05, 2.692012E+05, 2.767504E+05, 2.844649E+05, 2.923473E+05, 3.004002E+05, 3.086265E+05, 3.170289E+05, 3.256102E+05, 3.343732E+05, 3.433208E+05, 3.524557E+05, 3.617810E+05, 3.712995E+05, 3.810141E+05, 3.909279E+05, 4.010438E+05, 4.113649E+05, 4.218942E+05, 4.326348E+05, 4.435898E+05, 4.547623E+05, 4.661555E+05, 4.777726E+05, 4.896168E+05, 5.016913E+05, 5.139994E+05, 5.265444E+05, 5.393296E+05, 5.523584E+05, 5.656341E+05, 5.791602E+05, 5.929401E+05, 6.069773E+05, 6.212752E+05, 6.358374E+05, 6.506674E+05, 6.657688E+05, 6.811452E+05, 6.968003E+05, 7.127376E+05, 7.289610E+05, 7.454741E+05, 7.622806E+05, 7.793844E+05, 7.967893E+05, 8.144990E+05, 8.325176E+05, 8.508487E+05, 8.694965E+05, 8.884648E+05, 9.077577E+05, 9.273791E+05, 9.473330E+05, 9.676237E+05, 9.882551E+05, 1.009231E+06, 1.030557E+06, 1.052235E+06, 1.074272E+06, 1.096669E+06, 1.119433E+06, 1.142568E+06, 1.166077E+06, 1.189965E+06, 1.214236E+06, 1.238896E+06, 1.263948E+06, 1.289396E+06, 1.315246E+06, 1.341503E+06, 1.368169E+06, 1.395251E+06, 1.422753E+06, 1.450680E+06, 1.479035E+06, 1.507825E+06, 1.537054E+06, 1.566726E+06, 1.596846E+06, 1.627420E+06, 1.658453E+06, 1.689948E+06, 1.721912E+06, 1.754349E+06, 1.787264E+06, 1.820663E+06, 1.854550E+06, 1.888930E+06, 1.923809E+06, 1.959192E+06, 1.995084E+06, 2.031491E+06, 2.068418E+06, 2.105869E+06, 2.143851E+06, 2.182368E+06, 2.221428E+06, 2.261033E+06, 2.301191E+06, 2.341907E+06, 2.383186E+06, 2.425033E+06, 2.467456E+06, 2.510458E+06, 2.554047E+06, 2.598227E+06, 2.643004E+06, 2.688385E+06, 2.734375E+06, 2.780980E+06, 2.828205E+06, 2.876057E+06, 2.924542E+06, 2.973666E+06, 3.023434E+06, 3.073854E+06, 3.124930E+06, 3.176669E+06, 3.229077E+06, 3.282161E+06, 3.335927E+06, 3.390380E+06, 3.445528E+06, 3.501377E+06, 3.557932E+06, 3.615201E+06, 3.673190E+06, 3.731906E+06, 3.791354E+06, 3.851542E+06, 3.912475E+06, 3.974162E+06, 4.036608E+06, 4.099820E+06, 4.163804E+06, 4.228569E+06, 4.294120E+06, 4.360463E+06, 4.427608E+06, 4.495559E+06, 4.564324E+06, 4.633910E+06, 4.704324E+06, 4.775573E+06, 4.847664E+06, 4.920605E+06, 4.994402E+06, 5.069062E+06, 5.144594E+06, 5.221003E+06, 5.298298E+06, 5.376486E+06, 5.455575E+06, 5.535571E+06, 5.616482E+06, 5.698315E+06, 5.781079E+06, 5.864780E+06, 5.949427E+06, 6.035027E+06, 6.121588E+06, 6.209116E+06, 6.297621E+06, 6.387110E+06, 6.477591E+06, 6.569071E+06, 6.661559E+06, 6.755062E+06, 6.849589E+06, 6.945147E+06, 7.041745E+06, 7.139390E+06, 7.238092E+06, 7.337857E+06, 7.438694E+06, 7.540612E+06, 7.643618E+06, 7.747722E+06, 7.852930E+06, 7.959253E+06, 8.066698E+06, 8.175273E+06, 8.284988E+06, 8.395850E+06, 8.507869E+06, 8.621053E+06, 8.735411E+06, 8.850950E+06, 8.967682E+06, 9.085612E+06, 9.204752E+06, 9.325109E+06, 9.446693E+06, 9.569512E+06, 9.693576E+06, 9.818893E+06, 9.945472E+06, 1.007332E+07, 1.020246E+07, 1.033288E+07, 1.046460E+07, 1.059763E+07, 1.073198E+07, 1.086765E+07, 1.100466E+07, 1.114302E+07, 1.128273E+07, 1.142380E+07, 1.156626E+07, 1.171009E+07, 1.185532E+07, 1.200195E+07, 1.214999E+07, 1.229946E+07, 1.245036E+07, 1.260270E+07, 1.275650E+07, 1.291175E+07, 1.306848E+07, 1.322669E+07, 1.338639E+07, 1.354759E+07, 1.371031E+07, 1.387454E+07, 1.404031E+07, 1.420763E+07, 1.437649E+07, 1.454692E+07, 1.471892E+07, 1.489251E+07, 1.506769E+07, 1.524447E+07, 1.542287E+07, 1.560290E+07, 1.578456E+07, 1.596787E+07, 1.615284E+07, 1.633948E+07, 1.652779E+07, 1.671780E+07, 1.690950E+07, 1.710292E+07, 1.729806E+07, 1.749494E+07, 1.769356E+07, 1.789393E+07, 1.809608E+07, 1.830000E+07, 1.850571E+07, 1.871322E+07, 1.892254E+07, 1.913368E+07, 1.934666E+07, 1.956148E+07, 1.977817E+07, 1.999672E+07, 2.021715E+07, 2.043947E+07, 2.066370E+07, 2.088984E+07, 2.111790E+07, 2.134791E+07, 2.157986E+07, 2.181378E+07, 2.204967E+07, 2.228755E+07, 2.252743E+07, 2.276931E+07, 2.301322E+07, 2.325916E+07, 2.350714E+07, 2.375719E+07, 2.400930E+07, 2.426350E+07, 2.451979E+07, 2.477819E+07, 2.503871E+07, 2.530136E+07, 2.556616E+07, 2.583311E+07, 2.610223E+07, 2.637353E+07, 2.664703E+07, 2.692274E+07, 2.720066E+07, 2.748082E+07, 2.776323E+07, 2.804789E+07, 2.833483E+07, 2.862405E+07, 2.891557E+07, 2.920939E+07, 2.950554E+07, 2.980403E+07, 3.010487E+07, 3.040807E+07, 3.071365E+07, 3.102162E+07, 3.133199E+07, 3.164478E+07, 3.195999E+07, 3.227765E+07, 3.259777E+07, 3.292036E+07, 3.324543E+07, 3.357300E+07, 3.390308E+07, 3.423569E+07, 3.457084E+07, 3.490854E+07, 3.524880E+07, 3.559165E+07, 3.593709E+07, 3.628514E+07, 3.663581E+07, 3.698912E+07, 3.734509E+07, 3.770371E+07, 3.806502E+07, 3.842902E+07, 3.879573E+07, 3.916516E+07, 3.953733E+07, 3.991225E+07, 4.028994E+07, 4.067040E+07, 4.105366E+07, 4.143974E+07, 4.182864E+07, 4.222037E+07, 4.261496E+07, 4.301242E+07, 4.341277E+07, 4.381601E+07, 4.422217E+07, 4.463126E+07, 4.504329E+07, 4.545828E+07, 4.587624E+07, 4.629720E+07, 4.672116E+07, 4.714814E+07, 4.757815E+07, 4.801122E+07, 4.844735E+07, 4.888657E+07, 4.932888E+07, 4.977431E+07, 5.022286E+07, 5.067456E+07, 5.112942E+07, 5.158746E+07, 5.204869E+07, 5.251313E+07, 5.298079E+07, 5.345169E+07, 5.392584E+07, 5.440327E+07, 5.488399E+07, 5.536801E+07, 5.585535E+07, 5.634603E+07, 5.684006E+07, 5.733746E+07, 5.783824E+07, 5.834243E+07, 5.885004E+07, 5.936108E+07, 5.987558E+07, 6.039354E+07, 6.091499E+07, 6.143994E+07, 6.196841E+07, 6.250041E+07, 6.303597E+07, 6.357510E+07, 6.411781E+07, 6.466413E+07, 6.521407E+07, 6.576764E+07, 6.632488E+07, 6.688578E+07, 6.745037E+07, 6.801867E+07, 6.859070E+07, 6.916646E+07, 6.974599E+07, 7.032929E+07, 7.091638E+07, 7.150729E+07, 7.210203E+07, 7.270062E+07, 7.330306E+07, 7.390940E+07, 7.451963E+07, 7.513378E+07, 7.575187E+07, 7.637392E+07, 7.699993E+07, 7.762994E+07, 7.826396E+07, 7.890200E+07, 7.954409E+07, 8.019025E+07, 8.084048E+07, 8.149482E+07, 8.215327E+07, 8.281587E+07, 8.348262E+07, 8.415354E+07, ]) # ============================ M = 11, I = 1 ============================ M = 11 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.834100E+00, 1.620772E+01, 3.544986E+01, 5.997987E+01, 8.933085E+01, 1.228953E+02, 1.601234E+02, 2.006201E+02, 2.441067E+02, 2.903764E+02, 3.392669E+02, 3.906448E+02, 4.443979E+02, 5.004303E+02, 5.586603E+02, 6.190183E+02, 6.814459E+02, 7.458954E+02, 8.123288E+02, 8.807176E+02, 9.510418E+02, 1.023290E+03, 1.097457E+03, 1.173546E+03, 1.251568E+03, 1.331537E+03, 1.413475E+03, 1.497410E+03, 1.583372E+03, 1.671398E+03, 1.761529E+03, 1.853810E+03, 1.948288E+03, 2.045015E+03, 2.144047E+03, 2.245440E+03, 2.349256E+03, 2.455558E+03, 2.564411E+03, 2.675883E+03, 2.790044E+03, 2.906966E+03, 3.026723E+03, 3.149391E+03, 3.275048E+03, 3.403772E+03, 3.535645E+03, 3.670749E+03, 3.809168E+03, 3.950989E+03, 4.096298E+03, 4.245184E+03, 4.397739E+03, 4.554053E+03, 4.714221E+03, 4.878338E+03, 5.046501E+03, 5.218808E+03, 5.395360E+03, 5.576258E+03, 5.761608E+03, 5.951512E+03, 6.146081E+03, 6.345422E+03, 6.549646E+03, 6.758867E+03, 6.973200E+03, 7.192762E+03, 7.417672E+03, 7.648051E+03, 7.884022E+03, 8.125712E+03, 8.373248E+03, 8.626761E+03, 8.886382E+03, 9.152247E+03, 9.424492E+03, 9.703259E+03, 9.988688E+03, 1.028093E+04, 1.058012E+04, 1.088642E+04, 1.119997E+04, 1.152094E+04, 1.184948E+04, 1.218576E+04, 1.252993E+04, 1.288217E+04, 1.324264E+04, 1.361152E+04, 1.398898E+04, 1.437520E+04, 1.477037E+04, 1.517467E+04, 1.558828E+04, 1.601141E+04, 1.644425E+04, 1.688699E+04, 1.733984E+04, 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1.214280E+06, 1.233442E+06, 1.252869E+06, 1.272564E+06, 1.292529E+06, 1.312768E+06, 1.333284E+06, 1.354081E+06, 1.375161E+06, 1.396528E+06, 1.418186E+06, 1.440137E+06, 1.462385E+06, 1.484934E+06, 1.507786E+06, 1.530946E+06, 1.554417E+06, 1.578202E+06, 1.602306E+06, 1.626730E+06, 1.651481E+06, 1.676560E+06, 1.701972E+06, 1.727720E+06, 1.753808E+06, 1.780241E+06, 1.807021E+06, 1.834153E+06, 1.861641E+06, 1.889489E+06, 1.917700E+06, 1.946279E+06, 1.975229E+06, 2.004556E+06, 2.034262E+06, 2.064353E+06, 2.094832E+06, 2.125704E+06, 2.156972E+06, 2.188642E+06, 2.220718E+06, 2.253204E+06, 2.286104E+06, 2.319423E+06, 2.353166E+06, 2.387337E+06, 2.421940E+06, 2.456981E+06, 2.492464E+06, 2.528394E+06, 2.564775E+06, 2.601612E+06, 2.638911E+06, 2.676676E+06, 2.714912E+06, 2.753624E+06, 2.792816E+06, 2.832495E+06, 2.872665E+06, 2.913332E+06, 2.954500E+06, 2.996174E+06, 3.038361E+06, 3.081065E+06, 3.124292E+06, 3.168047E+06, 3.212336E+06, 3.257164E+06, 3.302536E+06, 3.348459E+06, 3.394938E+06, 3.441978E+06, 3.489586E+06, 3.537767E+06, 3.586527E+06, 3.635872E+06, 3.685807E+06, 3.736340E+06, 3.787475E+06, 3.839220E+06, 3.891579E+06, 3.944559E+06, 3.998167E+06, 4.052409E+06, 4.107291E+06, 4.162819E+06, 4.219000E+06, 4.275841E+06, 4.333347E+06, 4.391526E+06, 4.450384E+06, 4.509928E+06, 4.570165E+06, 4.631101E+06, 4.692743E+06, 4.755098E+06, 4.818174E+06, 4.881976E+06, 4.946513E+06, 5.011792E+06, 5.077818E+06, 5.144601E+06, 5.212147E+06, 5.280463E+06, 5.349557E+06, 5.419436E+06, 5.490108E+06, 5.561581E+06, 5.633862E+06, 5.706958E+06, 5.780878E+06, 5.855630E+06, 5.931220E+06, 6.007658E+06, 6.084951E+06, 6.163108E+06, 6.242136E+06, 6.322043E+06, 6.402838E+06, 6.484530E+06, 6.567126E+06, 6.650634E+06, 6.735065E+06, 6.820425E+06, 6.906724E+06, 6.993970E+06, 7.082172E+06, 7.171340E+06, 7.261481E+06, 7.352605E+06, 7.444720E+06, 7.537836E+06, 7.631963E+06, 7.727108E+06, 7.823282E+06, 7.920494E+06, 8.018753E+06, 8.118069E+06, 8.218452E+06, 8.319910E+06, 8.422453E+06, 8.526092E+06, 8.630837E+06, 8.736696E+06, 8.843681E+06, 8.951801E+06, 9.061066E+06, 9.171486E+06, 9.283072E+06, 9.395835E+06, 9.509783E+06, 9.624929E+06, 9.741282E+06, 9.858854E+06, 9.977654E+06, 1.009769E+07, 1.021898E+07, 1.034154E+07, 1.046536E+07, 1.059047E+07, 1.071687E+07, 1.084458E+07, 1.097360E+07, 1.110396E+07, 1.123565E+07, 1.136870E+07, 1.150311E+07, 1.163889E+07, 1.177606E+07, 1.191464E+07, 1.205462E+07, 1.219602E+07, 1.233886E+07, 1.248314E+07, 1.262889E+07, 1.277610E+07, 1.292480E+07, 1.307500E+07, 1.322671E+07, 1.337993E+07, 1.353470E+07, 1.369101E+07, 1.384888E+07, 1.400832E+07, 1.416935E+07, 1.433198E+07, 1.449623E+07, 1.466210E+07, 1.482961E+07, ]) # ============================ M = 11, I = 2 ============================ M = 11 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.689360E+00, 1.086510E+01, 2.371744E+01, 4.011230E+01, 5.973091E+01, 8.216526E+01, 1.070476E+02, 1.341141E+02, 1.631784E+02, 1.941025E+02, 2.267779E+02, 2.611155E+02, 2.970405E+02, 3.344889E+02, 3.734062E+02, 4.137459E+02, 4.554694E+02, 4.985451E+02, 5.429479E+02, 5.886590E+02, 6.356655E+02, 6.839598E+02, 7.335396E+02, 7.844073E+02, 8.365696E+02, 8.900373E+02, 9.448252E+02, 1.000951E+03, 1.058437E+03, 1.117307E+03, 1.177589E+03, 1.239311E+03, 1.302506E+03, 1.367207E+03, 1.433452E+03, 1.501277E+03, 1.570721E+03, 1.641826E+03, 1.714634E+03, 1.789188E+03, 1.865531E+03, 1.943710E+03, 2.023770E+03, 2.105759E+03, 2.189724E+03, 2.275713E+03, 2.363776E+03, 2.453962E+03, 2.546320E+03, 2.640903E+03, 2.737760E+03, 2.836943E+03, 2.938504E+03, 3.042496E+03, 3.148971E+03, 3.257983E+03, 3.369586E+03, 3.483833E+03, 3.600779E+03, 3.720480E+03, 3.842990E+03, 3.968366E+03, 4.096665E+03, 4.227943E+03, 4.362258E+03, 4.499668E+03, 4.640231E+03, 4.784008E+03, 4.931057E+03, 5.081439E+03, 5.235216E+03, 5.392448E+03, 5.553199E+03, 5.717531E+03, 5.885509E+03, 6.057195E+03, 6.232657E+03, 6.411959E+03, 6.595169E+03, 6.782354E+03, 6.973583E+03, 7.168923E+03, 7.368447E+03, 7.572223E+03, 7.780325E+03, 7.992824E+03, 8.209795E+03, 8.431311E+03, 8.657447E+03, 8.888281E+03, 9.123888E+03, 9.364348E+03, 9.609739E+03, 9.860142E+03, 1.011564E+04, 1.048511E+04, 1.076464E+04, 1.105050E+04, 1.134279E+04, 1.164167E+04, 1.194725E+04, 1.225969E+04, 1.257911E+04, 1.290566E+04, 1.323948E+04, 1.358071E+04, 1.392951E+04, 1.428603E+04, 1.465042E+04, 1.502283E+04, 1.540342E+04, 1.579237E+04, 1.618982E+04, 1.659595E+04, 1.701092E+04, 1.743492E+04, 1.786810E+04, 1.831066E+04, 1.876277E+04, 1.922462E+04, 1.969639E+04, 2.017827E+04, 2.067046E+04, 2.117316E+04, 2.168655E+04, 2.221085E+04, 2.274626E+04, 2.329299E+04, 2.385125E+04, 2.442125E+04, 2.500322E+04, 2.559738E+04, 2.620396E+04, 2.682317E+04, 2.745527E+04, 2.810047E+04, 2.875903E+04, 2.943119E+04, 3.011719E+04, 3.081729E+04, 3.153174E+04, 3.226080E+04, 3.300474E+04, 3.376382E+04, 3.453831E+04, 3.532848E+04, 3.613463E+04, 3.695702E+04, 3.779595E+04, 3.865171E+04, 3.952460E+04, 4.041492E+04, 4.132297E+04, 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1.794989E+05, 1.828983E+05, 1.863545E+05, 1.898682E+05, 1.934404E+05, 1.970718E+05, 2.007634E+05, 2.045159E+05, 2.083302E+05, 2.122073E+05, 2.161480E+05, 2.201531E+05, 2.242236E+05, 2.283605E+05, 2.325646E+05, 2.368368E+05, 2.411782E+05, 2.455897E+05, 2.500723E+05, 2.546269E+05, 2.592545E+05, 2.639562E+05, 2.687330E+05, 2.735858E+05, 2.785158E+05, 2.835240E+05, 2.886114E+05, 2.937792E+05, 2.990283E+05, 3.043600E+05, 3.097753E+05, 3.152753E+05, 3.208612E+05, 3.265342E+05, 3.322954E+05, 3.381459E+05, 3.440870E+05, 3.501198E+05, 3.562457E+05, 3.624657E+05, 3.687812E+05, 3.751934E+05, 3.817035E+05, 3.883129E+05, 3.950228E+05, 4.018346E+05, 4.087496E+05, 4.157690E+05, 4.228944E+05, 4.301269E+05, 4.374681E+05, 4.449193E+05, 4.524819E+05, 4.601573E+05, 4.679470E+05, 4.758524E+05, 4.838751E+05, 4.920164E+05, 5.002780E+05, 5.086612E+05, 5.171677E+05, 5.257989E+05, 5.345565E+05, 5.434421E+05, 5.524571E+05, 5.616033E+05, 5.708823E+05, 5.802957E+05, 5.898452E+05, 5.995324E+05, 6.093591E+05, 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1.816616E+06, 1.842536E+06, 1.868780E+06, 1.895349E+06, 1.922247E+06, 1.949479E+06, 1.977046E+06, 2.004953E+06, 2.033204E+06, 2.061801E+06, 2.090749E+06, 2.120051E+06, 2.149710E+06, 2.179732E+06, 2.210118E+06, 2.240873E+06, 2.272002E+06, 2.303506E+06, 2.335392E+06, 2.367661E+06, 2.400319E+06, 2.433369E+06, 2.466815E+06, 2.500662E+06, 2.534913E+06, 2.569572E+06, 2.604644E+06, 2.640132E+06, 2.676041E+06, 2.712375E+06, 2.749139E+06, 2.786336E+06, 2.823971E+06, 2.862049E+06, 2.900573E+06, 2.939548E+06, 2.978979E+06, 3.018870E+06, 3.059226E+06, 3.100050E+06, 3.141349E+06, 3.183126E+06, 3.225386E+06, 3.268135E+06, 3.311375E+06, 3.355114E+06, 3.399354E+06, 3.444102E+06, 3.489361E+06, 3.535138E+06, 3.581437E+06, 3.628262E+06, 3.675620E+06, 3.723515E+06, 3.771952E+06, 3.820937E+06, 3.870474E+06, 3.920570E+06, 3.971229E+06, 4.022456E+06, 4.074258E+06, 4.126638E+06, 4.179604E+06, 4.233161E+06, 4.287313E+06, 4.342067E+06, 4.397428E+06, 4.453402E+06, 4.509994E+06, 4.567212E+06, 4.625059E+06, 4.683542E+06, 4.742667E+06, 4.802440E+06, 4.862867E+06, 4.923954E+06, 4.985707E+06, 5.048132E+06, 5.111235E+06, 5.175022E+06, 5.239501E+06, 5.304676E+06, 5.370555E+06, 5.437143E+06, 5.504448E+06, 5.572475E+06, 5.641231E+06, 5.710723E+06, 5.780958E+06, 5.851942E+06, 5.923681E+06, 5.996183E+06, 6.069455E+06, 6.143502E+06, 6.218333E+06, 6.293954E+06, 6.370373E+06, 6.447595E+06, 6.525629E+06, 6.604481E+06, 6.684159E+06, 6.764670E+06, 6.846022E+06, 6.928221E+06, 7.011275E+06, 7.095192E+06, 7.179979E+06, 7.265644E+06, 7.352194E+06, 7.439637E+06, 7.527981E+06, 7.617233E+06, 7.707402E+06, 7.798495E+06, 7.890521E+06, 7.983487E+06, 8.077401E+06, 8.172271E+06, 8.268107E+06, 8.364915E+06, 8.462704E+06, 8.561483E+06, 8.661259E+06, 8.762042E+06, 8.863840E+06, 8.966662E+06, 9.070515E+06, 9.175410E+06, 9.281354E+06, 9.388356E+06, 9.496425E+06, 9.605570E+06, 9.715801E+06, 9.827126E+06, 9.939554E+06, ]) # ============================ M = 11, I = 3 ============================ M = 11 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.405632E+01, 8.297343E+01, 2.131877E+02, 3.794897E+02, 5.751258E+02, 7.962525E+02, 1.040233E+03, 1.305116E+03, 1.589382E+03, 1.891808E+03, 2.211383E+03, 2.547266E+03, 2.898750E+03, 3.265257E+03, 3.646325E+03, 4.023468E+03, 4.430782E+03, 4.851795E+03, 5.286485E+03, 5.734927E+03, 6.197298E+03, 6.673866E+03, 7.164984E+03, 7.671093E+03, 8.192708E+03, 8.730413E+03, 9.284868E+03, 9.856794E+03, 1.044697E+04, 1.105624E+04, 1.168550E+04, 1.233570E+04, 1.300784E+04, 1.370299E+04, 1.442224E+04, 1.516676E+04, 1.593775E+04, 1.673648E+04, 1.756425E+04, 1.842243E+04, 1.931243E+04, 2.023572E+04, 2.119383E+04, 2.218835E+04, 2.322091E+04, 2.429322E+04, 2.540704E+04, 2.656421E+04, 2.776662E+04, 2.901626E+04, 3.031517E+04, 3.166547E+04, 3.306935E+04, 3.452911E+04, 3.604710E+04, 3.762580E+04, 3.926775E+04, 4.097560E+04, 4.275210E+04, 4.460010E+04, 4.652256E+04, 4.852257E+04, 5.060330E+04, 5.276806E+04, 5.502031E+04, 5.736361E+04, 5.980167E+04, 6.233833E+04, 6.497758E+04, 6.772358E+04, 7.058063E+04, 7.355319E+04, 7.664590E+04, 7.986357E+04, 8.321121E+04, 8.669399E+04, 9.031730E+04, 9.408673E+04, 9.800806E+04, 1.020873E+05, 1.063308E+05, 1.107448E+05, 1.153362E+05, 1.201119E+05, 1.250792E+05, 1.302456E+05, 1.356188E+05, 1.412068E+05, 1.470181E+05, 1.530614E+05, 1.593455E+05, 1.658800E+05, 1.726742E+05, 1.797385E+05, 1.870831E+05, 1.947189E+05, 2.026568E+05, 2.109086E+05, 2.194862E+05, 2.284020E+05, 2.376689E+05, 2.473003E+05, 2.573099E+05, 2.677121E+05, 2.785216E+05, 2.897540E+05, 3.014248E+05, 3.135508E+05, 3.261489E+05, 3.392368E+05, 3.528328E+05, 3.669557E+05, 3.816252E+05, 3.968614E+05, 4.126854E+05, 4.291189E+05, 4.461844E+05, 4.639052E+05, 4.823050E+05, 5.014092E+05, 5.212430E+05, 5.418334E+05, 5.632077E+05, 5.853948E+05, 6.084236E+05, 6.323248E+05, 6.571299E+05, 6.828715E+05, 7.095831E+05, 7.372997E+05, 7.660571E+05, 7.958925E+05, 8.268444E+05, 8.589524E+05, 8.922576E+05, 9.268024E+05, 9.626306E+05, 9.997874E+05, 1.038320E+06, 1.078275E+06, 1.119705E+06, 1.162659E+06, 1.207192E+06, 1.253357E+06, 1.301213E+06, 1.350817E+06, 1.402229E+06, 1.455513E+06, 1.510733E+06, 1.567954E+06, 1.627247E+06, 1.688681E+06, 1.752330E+06, 1.818268E+06, 1.886575E+06, 1.957330E+06, 2.030616E+06, 2.106518E+06, 2.185124E+06, 2.266526E+06, 2.350817E+06, 2.438094E+06, 2.528456E+06, 2.622006E+06, 2.718850E+06, 2.819096E+06, 2.922860E+06, 3.030254E+06, 3.141401E+06, 3.256422E+06, 3.375445E+06, 3.498601E+06, 3.626024E+06, 3.757854E+06, 3.894234E+06, 4.035311E+06, 4.181238E+06, 4.332171E+06, 4.488272E+06, 4.649705E+06, 4.816643E+06, 4.989261E+06, 5.167742E+06, 5.352271E+06, 5.543041E+06, 5.740250E+06, 5.944102E+06, 6.154805E+06, 6.372577E+06, 6.597640E+06, 6.830222E+06, 7.070559E+06, 7.318891E+06, 7.575469E+06, 7.840549E+06, 8.114397E+06, 8.397281E+06, 8.689481E+06, 8.991286E+06, 9.302988E+06, 9.624892E+06, 9.957312E+06, 1.030057E+07, 1.065499E+07, 1.102092E+07, 1.139870E+07, 1.178870E+07, 1.219128E+07, 1.260682E+07, 1.303571E+07, 1.347836E+07, 1.393517E+07, 1.440657E+07, 1.489300E+07, 1.539489E+07, 1.591271E+07, 1.644694E+07, 1.699805E+07, 1.756654E+07, 1.815293E+07, 1.875774E+07, 1.938151E+07, 2.002480E+07, 2.068817E+07, 2.137221E+07, 2.207753E+07, 2.280473E+07, 2.355444E+07, 2.432733E+07, 2.512406E+07, 2.594531E+07, 2.679178E+07, 2.766420E+07, 2.856331E+07, 2.948986E+07, 3.044465E+07, 3.142846E+07, 3.244213E+07, 3.348649E+07, 3.456241E+07, 3.567078E+07, 3.681252E+07, 3.798853E+07, 3.919980E+07, 4.044731E+07, 4.173207E+07, 4.305510E+07, 4.441746E+07, 4.582026E+07, 4.726460E+07, 4.875162E+07, 5.028251E+07, 5.185846E+07, 5.348070E+07, 5.515050E+07, 5.686917E+07, 5.863801E+07, 6.045841E+07, 6.233175E+07, 6.425946E+07, 6.624301E+07, 6.828391E+07, 7.038370E+07, 7.254394E+07, 7.476626E+07, 7.705232E+07, 7.940382E+07, 8.182249E+07, 8.431012E+07, 8.686853E+07, 8.949958E+07, 9.220521E+07, 9.498735E+07, 9.784807E+07, 1.007893E+08, 1.038133E+08, 1.069222E+08, 1.101181E+08, 1.134034E+08, 1.167803E+08, 1.202512E+08, 1.238186E+08, 1.274850E+08, 1.312528E+08, 1.351247E+08, 1.391034E+08, 1.431916E+08, 1.473921E+08, 1.517077E+08, 1.561413E+08, 1.606961E+08, 1.653749E+08, 1.701811E+08, 1.751178E+08, 1.801881E+08, 1.853956E+08, 1.907437E+08, 1.962359E+08, 2.018757E+08, 2.076669E+08, 2.136132E+08, 2.197185E+08, 2.259867E+08, 2.324218E+08, 2.390280E+08, 2.458095E+08, 2.527705E+08, 2.599155E+08, 2.672490E+08, 2.747756E+08, 2.825001E+08, 2.904271E+08, 2.985617E+08, 3.069088E+08, 3.154737E+08, 3.242615E+08, 3.332778E+08, 3.425277E+08, 3.520173E+08, 3.617520E+08, 3.717377E+08, 3.819806E+08, 3.924867E+08, 4.032622E+08, 4.143136E+08, 4.256472E+08, 4.372700E+08, 4.491888E+08, 4.614103E+08, 4.739419E+08, 4.867906E+08, 4.999642E+08, 5.134699E+08, 5.273156E+08, 5.415095E+08, 5.560594E+08, 5.709734E+08, 5.862603E+08, 6.019286E+08, 6.179870E+08, 6.344448E+08, 6.513106E+08, 6.685944E+08, 6.863054E+08, 7.044534E+08, 7.230485E+08, 7.421007E+08, 7.616207E+08, 7.816189E+08, 8.021060E+08, 8.230934E+08, 8.445922E+08, 8.666138E+08, 8.891702E+08, 9.122732E+08, 9.359352E+08, 9.601688E+08, 9.849864E+08, 1.010401E+09, 1.036427E+09, 1.063076E+09, 1.090364E+09, 1.118304E+09, 1.146910E+09, 1.176197E+09, 1.206180E+09, 1.236874E+09, 1.268296E+09, 1.300460E+09, 1.333384E+09, 1.367084E+09, 1.401576E+09, 1.436878E+09, 1.473007E+09, 1.509981E+09, 1.547820E+09, 1.586540E+09, 1.626162E+09, 1.666704E+09, 1.708187E+09, 1.750630E+09, 1.794054E+09, 1.838480E+09, 1.883931E+09, 1.930425E+09, 1.977988E+09, 2.026640E+09, 2.076406E+09, 2.127308E+09, 2.179370E+09, 2.232618E+09, 2.287076E+09, 2.342769E+09, 2.399723E+09, 2.457965E+09, 2.517521E+09, 2.578420E+09, 2.640688E+09, 2.704354E+09, 2.769448E+09, 2.835998E+09, 2.904035E+09, 2.973590E+09, 3.044693E+09, 3.117378E+09, 3.191675E+09, 3.267619E+09, 3.345243E+09, 3.424580E+09, 3.505667E+09, 3.588539E+09, 3.673231E+09, 3.759782E+09, 3.848227E+09, 3.938608E+09, 4.030960E+09, 4.125325E+09, 4.221744E+09, 4.320257E+09, 4.420906E+09, 4.523735E+09, 4.628785E+09, 4.736104E+09, 4.845734E+09, 4.957722E+09, 5.072115E+09, 5.188961E+09, 5.308308E+09, 5.430206E+09, 5.554704E+09, 5.681855E+09, 5.811711E+09, 5.944323E+09, 6.079746E+09, 6.218036E+09, 6.359248E+09, 6.503439E+09, 6.650667E+09, 6.800993E+09, 6.954474E+09, 7.111172E+09, 7.271150E+09, 7.434474E+09, 7.601202E+09, 7.771404E+09, 7.945147E+09, 8.122497E+09, 8.303524E+09, 8.488298E+09, 8.676892E+09, 8.869377E+09, 9.065828E+09, 9.266320E+09, 9.470928E+09, 9.679732E+09, 9.892813E+09, 1.011025E+10, 1.033212E+10, 1.055852E+10, 1.078952E+10, 1.102522E+10, 1.126569E+10, 1.151104E+10, 1.176135E+10, 1.201671E+10, 1.227722E+10, 1.254297E+10, 1.281407E+10, 1.309060E+10, 1.337268E+10, 1.366040E+10, 1.395387E+10, 1.425318E+10, 1.455847E+10, 1.486982E+10, 1.518735E+10, 1.551118E+10, 1.584141E+10, 1.617818E+10, 1.652158E+10, 1.687176E+10, 1.722883E+10, 1.759290E+10, 1.796413E+10, 1.834262E+10, 1.872852E+10, 1.912195E+10, 1.952305E+10, 1.993196E+10, 2.034882E+10, 2.077377E+10, 2.120696E+10, 2.164854E+10, 2.209864E+10, 2.255744E+10, 2.302507E+10, 2.350170E+10, 2.398748E+10, 2.448259E+10, 2.498718E+10, 2.550142E+10, ]) # ============================ M = 12, I = 1 ============================ M = 12 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.573526E+01, 1.029252E+03, 2.896825E+03, 5.313435E+03, 8.174543E+03, 1.141970E+04, 1.500831E+04, 1.891137E+04, 2.310836E+04, 2.758624E+04, 3.233902E+04, 3.736751E+04, 4.267886E+04, 4.828607E+04, 5.420736E+04, 6.046554E+04, 6.708751E+04, 7.410384E+04, 8.154831E+04, 8.945776E+04, 9.787193E+04, 1.068333E+05, 1.163872E+05, 1.265817E+05, 1.374679E+05, 1.490999E+05, 1.615350E+05, 1.748340E+05, 1.890611E+05, 2.042846E+05, 2.205766E+05, 2.380135E+05, 2.566764E+05, 2.766511E+05, 2.980286E+05, 3.209053E+05, 3.453833E+05, 3.715706E+05, 3.995818E+05, 4.295382E+05, 4.615679E+05, 4.958068E+05, 5.323985E+05, 5.714949E+05, 6.132566E+05, 6.578532E+05, 7.054643E+05, 7.562793E+05, 8.104983E+05, 8.683323E+05, 9.300043E+05, 9.957494E+05, 1.065815E+06, 1.140464E+06, 1.219970E+06, 1.304625E+06, 1.394734E+06, 1.490618E+06, 1.592618E+06, 1.701088E+06, 1.816405E+06, 1.938964E+06, 2.069178E+06, 2.207484E+06, 2.354340E+06, 2.510226E+06, 2.675649E+06, 2.851138E+06, 3.037251E+06, 3.234571E+06, 3.443711E+06, 3.665314E+06, 3.900054E+06, 4.148634E+06, 4.411797E+06, 4.690318E+06, 4.985006E+06, 5.296711E+06, 5.626324E+06, 5.974775E+06, 6.343036E+06, 6.732127E+06, 7.143112E+06, 7.577106E+06, 8.035269E+06, 8.518820E+06, 9.029027E+06, 9.567217E+06, 1.013478E+07, 1.073315E+07, 1.136384E+07, 1.202844E+07, 1.272857E+07, 1.346596E+07, 1.424238E+07, 1.505971E+07, 1.591989E+07, 1.682493E+07, 1.777695E+07, 1.877815E+07, 1.983080E+07, 2.093729E+07, 2.210011E+07, 2.332182E+07, 2.460512E+07, 2.595280E+07, 2.736777E+07, 2.885304E+07, 3.041176E+07, 3.204721E+07, 3.376276E+07, 3.556196E+07, 3.744846E+07, 3.942610E+07, 4.149879E+07, 4.367069E+07, 4.594602E+07, 4.832924E+07, 5.082493E+07, 5.343788E+07, 5.617301E+07, 5.903549E+07, 6.203061E+07, 6.516391E+07, 6.844113E+07, 7.186818E+07, 7.545122E+07, 7.919665E+07, 8.311104E+07, 8.720127E+07, 9.147440E+07, 9.593781E+07, 1.005991E+08, 1.054661E+08, 1.105470E+08, 1.158502E+08, 1.213846E+08, 1.271590E+08, 1.331828E+08, 1.394658E+08, 1.460179E+08, 1.528495E+08, 1.599712E+08, 1.673942E+08, 1.751298E+08, 1.831899E+08, 1.915866E+08, 2.003327E+08, 2.094411E+08, 2.189253E+08, 2.287992E+08, 2.390772E+08, 2.497740E+08, 2.609051E+08, 2.724862E+08, 2.845336E+08, 2.970642E+08, 3.100953E+08, 3.236450E+08, 3.377316E+08, 3.523743E+08, 3.675928E+08, 3.834073E+08, 3.998388E+08, 4.169088E+08, 4.346395E+08, 4.530542E+08, 4.721761E+08, 4.920297E+08, 5.126402E+08, 5.340335E+08, 5.562360E+08, 5.792753E+08, 6.031796E+08, 6.279783E+08, 6.537009E+08, 6.803785E+08, 7.080430E+08, 7.367270E+08, 7.664641E+08, 7.972890E+08, 8.292374E+08, 8.623462E+08, 8.966527E+08, 9.321958E+08, 9.690159E+08, 1.007154E+09, 1.046652E+09, 1.087553E+09, 1.129903E+09, 1.173747E+09, 1.219132E+09, 1.266107E+09, 1.314722E+09, 1.365028E+09, 1.417078E+09, 1.470926E+09, 1.526628E+09, 1.584241E+09, 1.643822E+09, 1.705435E+09, 1.769138E+09, 1.834997E+09, 1.903077E+09, 1.973445E+09, 2.046169E+09, 2.121321E+09, 2.198972E+09, 2.279198E+09, 2.362075E+09, 2.447682E+09, 2.536098E+09, 2.627406E+09, 2.721692E+09, 2.819042E+09, 2.919546E+09, 3.023293E+09, 3.130380E+09, 3.240902E+09, 3.354958E+09, 3.472647E+09, 3.594075E+09, 3.719348E+09, 3.848575E+09, 3.981868E+09, 4.119340E+09, 4.261110E+09, 4.407298E+09, 4.558026E+09, 4.713424E+09, 4.873616E+09, 5.038739E+09, 5.208926E+09, 5.384319E+09, 5.565058E+09, 5.751290E+09, 5.943164E+09, 6.140834E+09, 6.344455E+09, 6.554190E+09, 6.770200E+09, 6.992658E+09, 7.221730E+09, 7.457598E+09, 7.700438E+09, 7.950439E+09, 8.207785E+09, 8.472673E+09, 8.745299E+09, 9.025867E+09, 9.314583E+09, 9.611658E+09, 9.917311E+09, 1.023176E+10, 1.055524E+10, 1.088797E+10, 1.123020E+10, 1.158216E+10, 1.194411E+10, 1.231630E+10, 1.269898E+10, 1.309244E+10, 1.349692E+10, 1.391271E+10, 1.434010E+10, 1.477937E+10, 1.523082E+10, 1.569475E+10, 1.617147E+10, 1.666130E+10, 1.716455E+10, 1.768157E+10, 1.821268E+10, 1.875823E+10, 1.931857E+10, 1.989406E+10, 2.048506E+10, 2.109196E+10, 2.171512E+10, 2.235496E+10, 2.301185E+10, 2.368622E+10, 2.437847E+10, 2.508902E+10, 2.581833E+10, 2.656682E+10, 2.733495E+10, 2.812318E+10, 2.893198E+10, 2.976182E+10, 3.061321E+10, 3.148665E+10, 3.238263E+10, 3.330169E+10, 3.424435E+10, 3.521117E+10, 3.620268E+10, 3.721947E+10, 3.826209E+10, 3.933115E+10, 4.042724E+10, 4.155097E+10, 4.270297E+10, 4.388388E+10, 4.509433E+10, 4.633500E+10, 4.760656E+10, 4.890970E+10, 5.024512E+10, 5.161353E+10, 5.301568E+10, 5.445229E+10, 5.592413E+10, 5.743197E+10, 5.897660E+10, 6.055883E+10, 6.217947E+10, 6.383935E+10, 6.553933E+10, 6.728028E+10, 6.906308E+10, 7.088862E+10, 7.275782E+10, 7.467164E+10, 7.663100E+10, 7.863689E+10, 8.069030E+10, 8.279221E+10, 8.494367E+10, 8.714574E+10, 8.939946E+10, 9.170593E+10, 9.406623E+10, 9.648149E+10, 9.895289E+10, 1.014816E+11, 1.040687E+11, 1.067156E+11, 1.094233E+11, 1.121932E+11, 1.150266E+11, 1.179247E+11, 1.208889E+11, 1.239205E+11, 1.270209E+11, 1.301915E+11, 1.334337E+11, 1.367490E+11, 1.401388E+11, 1.436046E+11, 1.471480E+11, ]) # ============================ M = 12, I = 2 ============================ M = 12 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.382604E+01, 6.862463E+02, 1.931438E+03, 3.542696E+03, 5.450321E+03, 7.614012E+03, 1.000669E+04, 1.260903E+04, 1.540736E+04, 1.839301E+04, 2.156206E+04, 2.491515E+04, 2.845722E+04, 3.219716E+04, 3.614740E+04, 4.032351E+04, 4.474380E+04, 4.942904E+04, 5.440222E+04, 5.968838E+04, 6.531445E+04, 7.130928E+04, 7.770359E+04, 8.453001E+04, 9.182316E+04, 9.961971E+04, 1.079585E+05, 1.168807E+05, 1.264299E+05, 1.366523E+05, 1.475968E+05, 1.593153E+05, 1.718629E+05, 1.852976E+05, 1.996814E+05, 2.150796E+05, 2.315615E+05, 2.492007E+05, 2.680748E+05, 2.882665E+05, 3.098627E+05, 3.329560E+05, 3.576440E+05, 3.840302E+05, 4.122238E+05, 4.423402E+05, 4.745019E+05, 5.088378E+05, 5.454841E+05, 5.845849E+05, 6.262920E+05, 6.707657E+05, 7.181752E+05, 7.686987E+05, 8.225242E+05, 8.798498E+05, 9.408839E+05, 1.005847E+06, 1.074970E+06, 1.148495E+06, 1.226681E+06, 1.309796E+06, 1.398123E+06, 1.491961E+06, 1.591622E+06, 1.697436E+06, 1.809747E+06, 1.928919E+06, 2.055333E+06, 2.189388E+06, 2.331502E+06, 2.482117E+06, 2.641692E+06, 2.810712E+06, 2.989682E+06, 3.179133E+06, 3.379620E+06, 3.591726E+06, 3.816060E+06, 4.053258E+06, 4.303989E+06, 4.568951E+06, 4.848872E+06, 5.144516E+06, 5.456680E+06, 5.786198E+06, 6.133942E+06, 6.500820E+06, 6.887781E+06, 7.295820E+06, 7.725968E+06, 8.179312E+06, 8.656972E+06, 9.160129E+06, 9.690007E+06, 1.024788E+07, 1.083510E+07, 1.145303E+07, 1.210313E+07, 1.278692E+07, 1.350595E+07, 1.426186E+07, 1.505637E+07, 1.589123E+07, 1.676830E+07, 1.768950E+07, 1.865682E+07, 1.967233E+07, 2.073821E+07, 2.185670E+07, 2.303012E+07, 2.426091E+07, 2.555159E+07, 2.690478E+07, 2.832320E+07, 2.980968E+07, 3.136714E+07, 3.299864E+07, 3.470734E+07, 3.649652E+07, 3.836959E+07, 4.033009E+07, 4.238167E+07, 4.452813E+07, 4.677342E+07, 4.912164E+07, 5.157699E+07, 5.414390E+07, 5.682689E+07, 5.963069E+07, 6.256018E+07, 6.562042E+07, 6.881664E+07, 7.215428E+07, 7.563894E+07, 7.927644E+07, 8.307280E+07, 8.703424E+07, 9.116722E+07, 9.547835E+07, 9.997459E+07, 1.046630E+08, 1.095510E+08, 1.146463E+08, 1.199566E+08, 1.254901E+08, 1.312553E+08, 1.372609E+08, 1.435158E+08, 1.500292E+08, 1.568110E+08, 1.638708E+08, 1.712189E+08, 1.788660E+08, 1.868229E+08, 1.951008E+08, 2.037115E+08, 2.126667E+08, 2.219791E+08, 2.316612E+08, 2.417263E+08, 2.521880E+08, 2.630603E+08, 2.743574E+08, 2.860946E+08, 2.982869E+08, 3.109504E+08, 3.241012E+08, 3.377563E+08, 3.519329E+08, 3.666489E+08, 3.819226E+08, 3.977731E+08, 4.142199E+08, 4.312831E+08, 4.489833E+08, 4.673418E+08, 4.863807E+08, 5.061225E+08, 5.265904E+08, 5.478085E+08, 5.698012E+08, 5.925943E+08, 6.162132E+08, 6.406853E+08, 6.660378E+08, 6.922995E+08, 7.194993E+08, 7.476672E+08, 7.768344E+08, 8.070324E+08, 8.382938E+08, 8.706523E+08, 9.041422E+08, 9.387992E+08, 9.746596E+08, 1.011761E+09, 1.050141E+09, 1.089840E+09, 1.130899E+09, 1.173359E+09, 1.217263E+09, 1.262654E+09, 1.309579E+09, 1.358083E+09, 1.408214E+09, 1.460022E+09, 1.513555E+09, 1.568866E+09, 1.626007E+09, 1.685033E+09, 1.746000E+09, 1.808964E+09, 1.873985E+09, 1.941122E+09, 2.010436E+09, 2.081992E+09, 2.155855E+09, 2.232090E+09, 2.310766E+09, 2.391953E+09, 2.475723E+09, 2.562149E+09, 2.651308E+09, 2.743274E+09, 2.838131E+09, 2.935956E+09, 3.036834E+09, 3.140850E+09, 3.248092E+09, 3.358649E+09, 3.472613E+09, 3.590078E+09, 3.711141E+09, 3.835898E+09, 3.964453E+09, 4.096908E+09, 4.233370E+09, 4.373946E+09, 4.518749E+09, 4.667890E+09, 4.821489E+09, 4.979661E+09, 5.142533E+09, 5.310225E+09, 5.482868E+09, 5.660591E+09, 5.843530E+09, 6.031819E+09, 6.225602E+09, 6.425019E+09, 6.630218E+09, 6.841349E+09, 7.058566E+09, 7.282026E+09, 7.511888E+09, 7.748318E+09, 7.991484E+09, 8.241558E+09, 8.498713E+09, 8.763133E+09, 9.034998E+09, 9.314497E+09, 9.601820E+09, 9.897165E+09, 1.020074E+10, 1.051273E+10, 1.083336E+10, 1.116285E+10, 1.150140E+10, 1.184925E+10, 1.220661E+10, 1.257374E+10, 1.295085E+10, 1.333820E+10, 1.373604E+10, 1.414462E+10, 1.456419E+10, 1.499503E+10, 1.543740E+10, 1.589158E+10, 1.635786E+10, 1.683652E+10, 1.732786E+10, 1.783217E+10, 1.834976E+10, 1.888095E+10, 1.942606E+10, 1.998540E+10, 2.055933E+10, 2.114817E+10, 2.175227E+10, 2.237198E+10, 2.300768E+10, 2.365972E+10, 2.432848E+10, 2.501434E+10, 2.571772E+10, 2.643898E+10, 2.717855E+10, 2.793684E+10, 2.871428E+10, 2.951129E+10, 3.032833E+10, 3.116583E+10, 3.202426E+10, 3.290409E+10, 3.380579E+10, 3.472986E+10, 3.567677E+10, 3.664705E+10, 3.764122E+10, 3.865978E+10, 3.970329E+10, 4.077228E+10, 4.186733E+10, 4.298898E+10, 4.413782E+10, 4.531445E+10, 4.651946E+10, 4.775347E+10, 4.901710E+10, 5.031097E+10, 5.163577E+10, 5.299212E+10, 5.438071E+10, 5.580224E+10, 5.725738E+10, 5.874686E+10, 6.027140E+10, 6.183174E+10, 6.342863E+10, 6.506285E+10, 6.673515E+10, 6.844636E+10, 7.019728E+10, 7.198870E+10, 7.382151E+10, 7.569654E+10, 7.761466E+10, 7.957677E+10, 8.158373E+10, 8.363652E+10, 8.573606E+10, 8.788325E+10, 9.007914E+10, 9.232464E+10, 9.462081E+10, 9.696865E+10, 9.936920E+10, 1.018235E+11, ]) # ============================ M = 13, I = 1 ============================ M = 13 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.538496E+01, 1.593640E+01, 1.602673E+01, 1.643215E+01, 1.728778E+01, 1.852414E+01, 2.005294E+01, 2.180752E+01, 2.374010E+01, 2.581568E+01, 2.800798E+01, 3.029678E+01, 3.266625E+01, 3.510383E+01, 3.759942E+01, 4.014482E+01, 4.273327E+01, 4.535922E+01, 4.801799E+01, 5.070567E+01, 5.341896E+01, 5.615502E+01, 5.891144E+01, 6.168614E+01, 6.447731E+01, 6.728338E+01, 7.010298E+01, 7.293490E+01, 7.577809E+01, 7.863159E+01, 8.149459E+01, 8.436633E+01, 8.724616E+01, 9.013347E+01, 9.302775E+01, 9.592850E+01, 9.883529E+01, 1.017477E+02, 1.046655E+02, 1.075882E+02, 1.105156E+02, 1.134474E+02, 1.163834E+02, 1.193234E+02, 1.222671E+02, 1.252145E+02, 1.281652E+02, 1.311193E+02, 1.340764E+02, 1.370367E+02, 1.399998E+02, 1.429658E+02, 1.459346E+02, 1.489060E+02, 1.518801E+02, 1.548568E+02, 1.578360E+02, 1.608177E+02, 1.638019E+02, 1.667886E+02, 1.697778E+02, 1.727695E+02, 1.757636E+02, 1.787603E+02, 1.817595E+02, 1.847612E+02, 1.877655E+02, 1.907725E+02, 1.937821E+02, 1.967945E+02, 1.998096E+02, 2.028276E+02, 2.058485E+02, 2.088724E+02, 2.118993E+02, 2.149293E+02, 2.179625E+02, 2.209990E+02, 2.240389E+02, 2.270822E+02, 2.301291E+02, 2.331796E+02, 2.362338E+02, 2.392918E+02, 2.423538E+02, 2.454198E+02, 2.484899E+02, 2.515642E+02, 2.546429E+02, 2.577259E+02, 2.608135E+02, 2.639058E+02, 2.670028E+02, 2.701046E+02, 2.732115E+02, 2.763233E+02, 2.794404E+02, 2.825627E+02, 2.856904E+02, 2.888236E+02, 2.919624E+02, 2.951070E+02, 2.982573E+02, 3.014136E+02, 3.045758E+02, 3.077442E+02, 3.109189E+02, 3.140999E+02, 3.172873E+02, 3.204812E+02, 3.236818E+02, 3.268891E+02, 3.301033E+02, 3.333244E+02, 3.365526E+02, 3.397879E+02, 3.430304E+02, 3.462803E+02, 3.495375E+02, 3.528023E+02, 3.560747E+02, 3.593548E+02, 3.626426E+02, 3.659384E+02, 3.692421E+02, 3.725538E+02, 3.758737E+02, 3.792018E+02, 3.825382E+02, 3.858829E+02, 3.892362E+02, 3.925980E+02, 3.959684E+02, 3.993475E+02, 4.027354E+02, 4.061322E+02, 4.095379E+02, 4.129526E+02, 4.163763E+02, 4.198093E+02, 4.232514E+02, 4.267029E+02, 4.301637E+02, 4.336339E+02, 4.371137E+02, 4.406030E+02, 4.441019E+02, 4.476105E+02, 4.511289E+02, 4.546571E+02, 4.581952E+02, 4.617432E+02, 4.653013E+02, 4.688694E+02, 4.724476E+02, 4.760360E+02, 4.796347E+02, 4.832437E+02, 4.868630E+02, 4.904927E+02, 4.941328E+02, 4.977835E+02, 5.014447E+02, 5.051166E+02, 5.087991E+02, 5.124923E+02, 5.161963E+02, 5.199111E+02, 5.236368E+02, 5.273734E+02, 5.311210E+02, 5.348795E+02, 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6.206839E+03, 6.222083E+03, 6.237350E+03, 6.252640E+03, 6.267952E+03, 6.283288E+03, 6.298646E+03, 6.314028E+03, 6.329432E+03, 6.344859E+03, 6.360309E+03, 6.375782E+03, 6.391278E+03, 6.406796E+03, 6.422338E+03, 6.437902E+03, 6.453489E+03, 6.469100E+03, 6.484733E+03, 6.500389E+03, 6.516068E+03, 6.531770E+03, 6.547495E+03, 6.563243E+03, 6.579013E+03, 6.594807E+03, 6.610623E+03, 6.626463E+03, 6.642325E+03, 6.658210E+03, 6.674118E+03, 6.690050E+03, 6.706004E+03, 6.721981E+03, 6.737980E+03, 6.754003E+03, 6.770049E+03, 6.786118E+03, 6.802209E+03, 6.818324E+03, 6.834462E+03, 6.850622E+03, 6.866805E+03, 6.883011E+03, 6.899241E+03, 6.915493E+03, 6.931768E+03, 6.948066E+03, 6.964387E+03, 6.980731E+03, 6.997097E+03, 7.013487E+03, 7.029900E+03, 7.046335E+03, 7.062794E+03, 7.079275E+03, 7.095779E+03, 7.112307E+03, 7.128857E+03, 7.145430E+03, 7.162026E+03, 7.178645E+03, 7.195286E+03, 7.211951E+03, 7.228639E+03, 7.245349E+03, 7.262082E+03, 7.278839E+03, 7.295618E+03, 7.312420E+03, 7.329245E+03, 7.346093E+03, 7.362963E+03, 7.379857E+03, 7.396773E+03, 7.413713E+03, 7.430675E+03, 7.447660E+03, 7.464668E+03, 7.481699E+03, 7.498752E+03, 7.515829E+03, 7.532928E+03, 7.550051E+03, 7.567196E+03, 7.584364E+03, 7.601554E+03, 7.618768E+03, 7.636004E+03, 7.653264E+03, ]) # ============================ M = 13, I = 2 ============================ M = 13 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.597389E+01, 1.599754E+01, 1.605971E+01, 1.646471E+01, 1.732980E+01, 1.857958E+01, 2.012374E+01, 2.189487E+01, 2.384481E+01, 2.593835E+01, 2.814906E+01, 3.045663E+01, 3.284516E+01, 3.530203E+01, 3.781710E+01, 4.038213E+01, 4.299035E+01, 4.563617E+01, 4.831491E+01, 5.102264E+01, 5.375605E+01, 5.651230E+01, 5.928896E+01, 6.208396E+01, 6.489547E+01, 6.772193E+01, 7.056196E+01, 7.341437E+01, 7.627808E+01, 7.915218E+01, 8.203582E+01, 8.492829E+01, 8.782894E+01, 9.073718E+01, 9.365252E+01, 9.657451E+01, 9.950274E+01, 1.024369E+02, 1.053766E+02, 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1.970968E+03, 1.979199E+03, 1.987449E+03, 1.995717E+03, 2.004003E+03, 2.012307E+03, 2.020629E+03, 2.028970E+03, 2.037328E+03, 2.045705E+03, 2.054100E+03, 2.062513E+03, 2.070944E+03, 2.079393E+03, 2.087861E+03, 2.096347E+03, 2.104851E+03, 2.113373E+03, 2.121913E+03, 2.130472E+03, 2.139049E+03, 2.147644E+03, 2.156257E+03, 2.164889E+03, 2.173539E+03, 2.182207E+03, 2.190894E+03, 2.199599E+03, 2.208322E+03, 2.217063E+03, 2.225823E+03, 2.234601E+03, 2.243397E+03, 2.252212E+03, 2.261045E+03, 2.269896E+03, 2.278766E+03, 2.287655E+03, 2.296561E+03, 2.305486E+03, 2.314429E+03, 2.323391E+03, 2.332371E+03, 2.341370E+03, 2.350387E+03, 2.359422E+03, 2.368476E+03, 2.377548E+03, 2.386639E+03, 2.395748E+03, 2.404876E+03, 2.414022E+03, 2.423187E+03, 2.432370E+03, 2.441572E+03, 2.450792E+03, 2.460030E+03, 2.469288E+03, 2.478563E+03, 2.487858E+03, 2.497171E+03, 2.506502E+03, 2.515852E+03, 2.525221E+03, 2.534608E+03, 2.544014E+03, 2.553438E+03, 2.562881E+03, 2.572343E+03, 2.581823E+03, 2.591322E+03, 2.600839E+03, 2.610375E+03, 2.619930E+03, 2.629503E+03, 2.639096E+03, 2.648706E+03, 2.658336E+03, 2.667984E+03, 2.677651E+03, 2.687337E+03, 2.697041E+03, 2.706765E+03, 2.716506E+03, 2.726267E+03, 2.736046E+03, 2.745845E+03, 2.755662E+03, 2.765497E+03, 2.775352E+03, 2.785225E+03, 2.795118E+03, 2.805029E+03, 2.814959E+03, 2.824907E+03, 2.834875E+03, 2.844861E+03, 2.854866E+03, 2.864891E+03, 2.874934E+03, 2.884995E+03, 2.895076E+03, 2.905176E+03, 2.915295E+03, 2.925432E+03, 2.935589E+03, 2.945765E+03, ]) # ============================ M = 13, I = 3 ============================ M = 13 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.398602E+01, 2.404395E+01, 2.529391E+01, 2.815478E+01, 3.190228E+01, 3.623180E+01, 4.103195E+01, 4.623930E+01, 5.180271E+01, 5.767671E+01, 6.382088E+01, 7.019980E+01, 7.678290E+01, 8.354398E+01, 9.046065E+01, 9.751385E+01, 1.046873E+02, 1.119671E+02, 1.193412E+02, 1.267995E+02, 1.343331E+02, 1.419342E+02, 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5.671936E+03, 5.692103E+03, 5.712309E+03, 5.732552E+03, 5.752834E+03, 5.773154E+03, 5.793511E+03, 5.813907E+03, 5.834341E+03, 5.854813E+03, 5.875323E+03, 5.895871E+03, 5.916457E+03, 5.937081E+03, 5.957744E+03, 5.978445E+03, 5.999184E+03, 6.019961E+03, 6.040776E+03, 6.061630E+03, 6.082522E+03, 6.103452E+03, 6.124421E+03, 6.145428E+03, 6.166473E+03, 6.187557E+03, 6.208679E+03, 6.229839E+03, 6.251038E+03, 6.272275E+03, 6.293550E+03, 6.314864E+03, 6.336217E+03, 6.357608E+03, 6.379037E+03, 6.400505E+03, 6.422011E+03, 6.443556E+03, 6.465140E+03, 6.486762E+03, 6.508422E+03, 6.530122E+03, 6.551860E+03, 6.573636E+03, 6.595451E+03, 6.617305E+03, 6.639198E+03, 6.661129E+03, 6.683099E+03, 6.705107E+03, 6.727154E+03, 6.749240E+03, 6.771365E+03, ]) # ============================ M = 14, I = 1 ============================ M = 14 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.000000E+00, 4.032386E+00, 4.626213E+00, 5.725036E+00, 6.976324E+00, 8.275849E+00, 9.595801E+00, 1.092645E+01, 1.226348E+01, 1.360466E+01, 1.494873E+01, 1.629490E+01, 1.764267E+01, 1.899170E+01, 2.034175E+01, 2.169264E+01, 2.304425E+01, 2.439648E+01, 2.574927E+01, 2.710254E+01, 2.845625E+01, 2.981037E+01, 3.116486E+01, 3.251971E+01, 3.387488E+01, 3.523037E+01, 3.658616E+01, 3.794223E+01, 3.929859E+01, 4.065520E+01, 4.201208E+01, 4.336921E+01, 4.472659E+01, 4.608421E+01, 4.744206E+01, 4.880015E+01, 5.015848E+01, 5.151703E+01, 5.287580E+01, 5.423480E+01, 5.559403E+01, 5.695347E+01, 5.831314E+01, 5.967303E+01, 6.103314E+01, 6.239347E+01, 6.375404E+01, 6.511482E+01, 6.647585E+01, 6.783711E+01, 6.919861E+01, 7.056036E+01, 7.192236E+01, 7.328462E+01, 7.464715E+01, 7.600997E+01, 7.737307E+01, 7.873648E+01, 8.010020E+01, 8.146426E+01, 8.282865E+01, 8.419342E+01, 8.555856E+01, 8.692409E+01, 8.829005E+01, 8.965645E+01, 9.102331E+01, 9.239066E+01, 9.375852E+01, 9.512691E+01, 9.649587E+01, 9.786543E+01, 9.923560E+01, 1.006064E+02, 1.019780E+02, 1.033502E+02, 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3.257871E+02, 3.276288E+02, 3.294755E+02, 3.313271E+02, 3.331837E+02, 3.350451E+02, 3.369116E+02, 3.387830E+02, 3.406594E+02, 3.425408E+02, 3.444272E+02, 3.463186E+02, 3.482150E+02, 3.501164E+02, 3.520229E+02, 3.539345E+02, 3.558511E+02, 3.577728E+02, 3.596996E+02, 3.616314E+02, 3.635684E+02, 3.655105E+02, 3.674577E+02, 3.694101E+02, 3.713676E+02, 3.733302E+02, 3.752980E+02, 3.772710E+02, 3.792492E+02, 3.812325E+02, 3.832211E+02, 3.852148E+02, 3.872138E+02, 3.892180E+02, 3.912275E+02, 3.932422E+02, 3.952621E+02, 3.972873E+02, 3.993178E+02, 4.013535E+02, 4.033946E+02, 4.054409E+02, 4.074925E+02, 4.095495E+02, 4.116118E+02, 4.136794E+02, 4.157523E+02, 4.178306E+02, 4.199142E+02, 4.220032E+02, 4.240976E+02, 4.261973E+02, 4.283024E+02, 4.304129E+02, 4.325288E+02, 4.346501E+02, 4.367769E+02, 4.389090E+02, 4.410466E+02, 4.431896E+02, 4.453381E+02, 4.474920E+02, 4.496514E+02, 4.518162E+02, 4.539865E+02, 4.561623E+02, 4.583436E+02, 4.605304E+02, 4.627226E+02, 4.649204E+02, 4.671237E+02, 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1.074999E+03, 1.078514E+03, 1.082035E+03, 1.085563E+03, 1.089098E+03, 1.092639E+03, 1.096187E+03, 1.099741E+03, 1.103302E+03, 1.106869E+03, 1.110443E+03, 1.114024E+03, 1.117611E+03, 1.121205E+03, 1.124806E+03, 1.128413E+03, 1.132026E+03, 1.135646E+03, 1.139273E+03, 1.142907E+03, 1.146547E+03, 1.150193E+03, 1.153847E+03, 1.157507E+03, 1.161173E+03, 1.164846E+03, 1.168526E+03, 1.172213E+03, 1.175906E+03, 1.179605E+03, 1.183312E+03, 1.187025E+03, 1.190744E+03, 1.194470E+03, 1.198203E+03, 1.201943E+03, 1.205689E+03, 1.209442E+03, 1.213201E+03, 1.216968E+03, 1.220741E+03, 1.224520E+03, 1.228306E+03, 1.232099E+03, 1.235899E+03, 1.239705E+03, 1.243518E+03, 1.247337E+03, 1.251164E+03, 1.254996E+03, 1.258836E+03, 1.262682E+03, 1.266535E+03, 1.270395E+03, 1.274261E+03, 1.278134E+03, 1.282014E+03, 1.285901E+03, 1.289794E+03, 1.293694E+03, 1.297600E+03, 1.301514E+03, 1.305434E+03, 1.309360E+03, 1.313294E+03, 1.317234E+03, 1.321181E+03, 1.325134E+03, 1.329095E+03, 1.333062E+03, 1.337036E+03, 1.341016E+03, 1.345003E+03, 1.348997E+03, 1.352998E+03, 1.357005E+03, 1.361020E+03, 1.365041E+03, 1.369068E+03, 1.373103E+03, 1.377144E+03, 1.381192E+03, 1.385246E+03, 1.389308E+03, 1.393376E+03, 1.397451E+03, 1.401532E+03, 1.405621E+03, 1.409716E+03, 1.413818E+03, 1.417926E+03, 1.422042E+03, 1.426164E+03, 1.430293E+03, 1.434429E+03, 1.438571E+03, 1.442720E+03, 1.446876E+03, 1.451039E+03, ]) # ============================ M = 14, I = 2 ============================ M = 14 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 6.793587E+00, 1.005366E+01, 1.375436E+01, 1.753288E+01, 2.133901E+01, 2.515839E+01, 2.898530E+01, 3.281702E+01, 3.665206E+01, 4.048956E+01, 4.432897E+01, 4.816996E+01, 5.201226E+01, 5.585572E+01, 5.970019E+01, 6.354560E+01, 6.739187E+01, 7.123894E+01, 7.508677E+01, 7.893533E+01, 8.278459E+01, 8.663453E+01, 9.048513E+01, 9.433637E+01, 9.818825E+01, 1.020407E+02, 1.058939E+02, 1.097476E+02, 1.136019E+02, 1.174568E+02, 1.213124E+02, 1.251685E+02, 1.290253E+02, 1.328827E+02, 1.367408E+02, 1.405996E+02, 1.444590E+02, 1.483192E+02, 1.521801E+02, 1.560419E+02, 1.599046E+02, 1.637682E+02, 1.676328E+02, 1.714985E+02, 1.753653E+02, 1.792334E+02, 1.831029E+02, 1.869739E+02, 1.908464E+02, 1.947207E+02, 1.985968E+02, 2.024750E+02, 2.063553E+02, 2.102379E+02, 2.141229E+02, 2.180106E+02, 2.219012E+02, 2.257948E+02, 2.296916E+02, 2.335917E+02, 2.374955E+02, 2.414031E+02, 2.453147E+02, 2.492306E+02, 2.531509E+02, 2.570758E+02, 2.610057E+02, 2.649406E+02, 2.688809E+02, 2.728268E+02, 2.767785E+02, 2.807362E+02, 2.847001E+02, 2.886705E+02, 2.926477E+02, 2.966317E+02, 3.006230E+02, 3.046216E+02, 3.086278E+02, 3.126419E+02, 3.166641E+02, 3.206945E+02, 3.247335E+02, 3.287811E+02, 3.328377E+02, 3.369035E+02, 3.409786E+02, 3.450633E+02, 3.491578E+02, 3.532622E+02, 3.573768E+02, 3.615018E+02, 3.656374E+02, 3.697837E+02, 3.739410E+02, 3.781094E+02, 3.822891E+02, 3.864803E+02, 3.906832E+02, 3.948979E+02, 3.991247E+02, 4.033637E+02, 4.076150E+02, 4.118788E+02, 4.161553E+02, 4.204447E+02, 4.247470E+02, 4.290625E+02, 4.333912E+02, 4.377334E+02, 4.420892E+02, 4.464587E+02, 4.508420E+02, 4.552394E+02, 4.596508E+02, 4.640765E+02, 4.685166E+02, 4.729712E+02, 4.774404E+02, 4.819244E+02, 4.864233E+02, 4.909371E+02, 4.954660E+02, 5.000101E+02, 5.045696E+02, 5.091444E+02, 5.137348E+02, 5.183408E+02, 5.229626E+02, 5.276002E+02, 5.322537E+02, 5.369232E+02, 5.416089E+02, 5.463107E+02, 5.510289E+02, 5.557635E+02, 5.605145E+02, 5.652821E+02, 5.700663E+02, 5.748673E+02, 5.796850E+02, 5.845196E+02, 5.893712E+02, 5.942399E+02, 5.991256E+02, 6.040286E+02, 6.089487E+02, 6.138863E+02, 6.188412E+02, 6.238135E+02, 6.288034E+02, 6.338110E+02, 6.388361E+02, 6.438790E+02, 6.489397E+02, 6.540182E+02, 6.591146E+02, 6.642291E+02, 6.693615E+02, 6.745120E+02, 6.796807E+02, 6.848675E+02, 6.900726E+02, 6.952960E+02, 7.005378E+02, 7.057980E+02, 7.110766E+02, 7.163737E+02, 7.216894E+02, 7.270238E+02, 7.323767E+02, 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1.169298E+03, 1.176109E+03, 1.182942E+03, 1.189796E+03, 1.196670E+03, 1.203566E+03, 1.210483E+03, 1.217421E+03, 1.224380E+03, 1.231361E+03, 1.238362E+03, 1.245385E+03, 1.252429E+03, 1.259494E+03, 1.266581E+03, 1.273688E+03, 1.280817E+03, 1.287968E+03, 1.295139E+03, 1.302332E+03, 1.309547E+03, 1.316783E+03, 1.324040E+03, 1.331319E+03, 1.338619E+03, 1.345940E+03, 1.353284E+03, 1.360648E+03, 1.368034E+03, 1.375442E+03, 1.382872E+03, 1.390323E+03, 1.397795E+03, 1.405289E+03, 1.412805E+03, 1.420343E+03, 1.427902E+03, 1.435483E+03, 1.443086E+03, 1.450710E+03, 1.458356E+03, 1.466024E+03, 1.473714E+03, 1.481426E+03, 1.489159E+03, 1.496914E+03, 1.504691E+03, 1.512490E+03, 1.520311E+03, 1.528154E+03, 1.536019E+03, 1.543906E+03, 1.551814E+03, 1.559745E+03, 1.567698E+03, 1.575672E+03, 1.583669E+03, 1.591688E+03, 1.599729E+03, 1.607792E+03, 1.615877E+03, 1.623984E+03, 1.632113E+03, 1.640265E+03, 1.648438E+03, 1.656634E+03, 1.664852E+03, 1.673092E+03, 1.681355E+03, 1.689639E+03, 1.697946E+03, 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3.120869E+03, 3.132492E+03, 3.144139E+03, 3.155810E+03, 3.167504E+03, 3.179222E+03, 3.190963E+03, 3.202727E+03, 3.214515E+03, 3.226327E+03, 3.238162E+03, 3.250020E+03, 3.261902E+03, 3.273808E+03, 3.285737E+03, 3.297689E+03, 3.309665E+03, 3.321665E+03, 3.333688E+03, 3.345734E+03, 3.357804E+03, 3.369898E+03, 3.382015E+03, 3.394156E+03, 3.406320E+03, 3.418507E+03, 3.430718E+03, 3.442953E+03, 3.455211E+03, 3.467493E+03, 3.479798E+03, 3.492127E+03, 3.504479E+03, 3.516854E+03, 3.529254E+03, 3.541676E+03, 3.554122E+03, 3.566592E+03, 3.579085E+03, 3.591602E+03, 3.604142E+03, 3.616706E+03, 3.629293E+03, 3.641904E+03, 3.654538E+03, 3.667196E+03, 3.679877E+03, 3.692582E+03, 3.705310E+03, 3.718062E+03, 3.730837E+03, 3.743635E+03, 3.756457E+03, 3.769303E+03, 3.782172E+03, 3.795065E+03, 3.807981E+03, 3.820920E+03, 3.833883E+03, 3.846870E+03, 3.859880E+03, 3.872913E+03, 3.885970E+03, 3.899050E+03, 3.912154E+03, 3.925281E+03, 3.938432E+03, 3.951606E+03, 3.964803E+03, 3.978024E+03, 3.991269E+03, 4.004537E+03, 4.017828E+03, 4.031143E+03, 4.044481E+03, 4.057842E+03, 4.071227E+03, 4.084636E+03, 4.098068E+03, 4.111523E+03, 4.125001E+03, 4.138503E+03, 4.152029E+03, 4.165578E+03, 4.179150E+03, 4.192745E+03, 4.206364E+03, 4.220007E+03, 4.233672E+03, 4.247361E+03, 4.261074E+03, 4.274809E+03, 4.288568E+03, 4.302351E+03, 4.316157E+03, 4.329986E+03, 4.343838E+03, 4.357714E+03, 4.371613E+03, 4.385535E+03, 4.399481E+03, 4.413450E+03, 4.427443E+03, 4.441458E+03, 4.455497E+03, 4.469559E+03, 4.483645E+03, 4.497753E+03, 4.511885E+03, 4.526041E+03, 4.540219E+03, 4.554421E+03, 4.568646E+03, 4.582894E+03, 4.597166E+03, 4.611461E+03, 4.625778E+03, 4.640120E+03, 4.654484E+03, 4.668872E+03, 4.683282E+03, 4.697716E+03, 4.712173E+03, 4.726654E+03, 4.741157E+03, 4.755684E+03, 4.770234E+03, 4.784807E+03, 4.799403E+03, 4.814022E+03, 4.828664E+03, 4.843330E+03, 4.858018E+03, 4.872730E+03, 4.887465E+03, 4.902223E+03, 4.917004E+03, 4.931808E+03, 4.946635E+03, 4.961485E+03, 4.976359E+03, 4.991255E+03, 5.006174E+03, 5.021117E+03, 5.036082E+03, ]) # ============================ M = 15, I = 1 ============================ M = 15 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 8.000000E+00, 9.195104E+00, 1.379368E+01, 1.894391E+01, 2.419194E+01, 2.947499E+01, 3.477494E+01, 4.008451E+01, 4.540024E+01, 5.072025E+01, 5.604344E+01, 6.136912E+01, 6.669684E+01, 7.202628E+01, 7.735723E+01, 8.268953E+01, 8.802306E+01, 9.335772E+01, 9.869345E+01, 1.040302E+02, 1.093679E+02, 1.147065E+02, 1.200461E+02, 1.253865E+02, 1.307278E+02, 1.360700E+02, 1.414129E+02, 1.467567E+02, 1.521013E+02, 1.574468E+02, 1.627930E+02, 1.681401E+02, 1.734880E+02, 1.788368E+02, 1.841864E+02, 1.895369E+02, 1.948884E+02, 2.002407E+02, 2.055942E+02, 2.109487E+02, 2.163043E+02, 2.216611E+02, 2.270193E+02, 2.323789E+02, 2.377400E+02, 2.431027E+02, 2.484673E+02, 2.538337E+02, 2.592023E+02, 2.645731E+02, 2.699464E+02, 2.753223E+02, 2.807010E+02, 2.860829E+02, 2.914680E+02, 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6.111323E+03, 6.131149E+03, 6.151010E+03, 6.170906E+03, 6.190838E+03, 6.210805E+03, 6.230807E+03, 6.250844E+03, 6.270917E+03, 6.291024E+03, 6.311167E+03, 6.331346E+03, 6.351559E+03, 6.371808E+03, 6.392092E+03, 6.412411E+03, 6.432765E+03, 6.453155E+03, 6.473579E+03, 6.494039E+03, 6.514535E+03, 6.535065E+03, 6.555631E+03, 6.576231E+03, 6.596867E+03, 6.617538E+03, 6.638245E+03, 6.658986E+03, 6.679763E+03, 6.700575E+03, 6.721422E+03, 6.742304E+03, 6.763221E+03, 6.784174E+03, 6.805162E+03, 6.826184E+03, 6.847242E+03, 6.868335E+03, 6.889463E+03, 6.910627E+03, 6.931825E+03, 6.953059E+03, 6.974328E+03, 6.995631E+03, 7.016970E+03, 7.038344E+03, 7.059753E+03, 7.081197E+03, 7.102676E+03, ]) # ============================ M = 15, I = 2 ============================ M = 15 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 8.000000E+00, 9.200553E+00, 1.380885E+01, 1.896745E+01, 2.422365E+01, 2.951480E+01, 3.482281E+01, 4.014044E+01, 4.546421E+01, 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6.630795E+03, 6.651544E+03, 6.672328E+03, 6.693148E+03, 6.714003E+03, 6.734893E+03, 6.755818E+03, 6.776779E+03, 6.797775E+03, 6.818806E+03, 6.839872E+03, 6.860974E+03, 6.882110E+03, 6.903282E+03, 6.924489E+03, 6.945731E+03, 6.967009E+03, 6.988322E+03, 7.009669E+03, 7.031052E+03, 7.052470E+03, 7.073924E+03, 7.095412E+03, 7.116935E+03, ]) # ============================ M = 15, I = 3 ============================ M = 15 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.200001E+01, 2.020782E+01, 3.527473E+01, 5.062919E+01, 6.604718E+01, 8.149061E+01, 9.694749E+01, 1.124128E+02, 1.278842E+02, 1.433602E+02, 1.588402E+02, 1.743235E+02, 1.898099E+02, 2.052991E+02, 2.207910E+02, 2.362854E+02, 2.517823E+02, 2.672816E+02, 2.827833E+02, 2.982873E+02, 3.137935E+02, 3.293021E+02, 3.448130E+02, 3.603263E+02, 3.758420E+02, 3.913602E+02, 4.068812E+02, 4.224052E+02, 4.379323E+02, 4.534631E+02, 4.689978E+02, 4.845371E+02, 5.000814E+02, 5.156315E+02, 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2.068348E+04, 2.075403E+04, 2.082469E+04, 2.089546E+04, 2.096635E+04, 2.103736E+04, 2.110848E+04, 2.117972E+04, 2.125108E+04, 2.132255E+04, 2.139413E+04, 2.146584E+04, 2.153765E+04, 2.160958E+04, 2.168163E+04, 2.175379E+04, 2.182606E+04, 2.189845E+04, 2.197096E+04, 2.204358E+04, 2.211631E+04, 2.218915E+04, 2.226212E+04, 2.233519E+04, 2.240838E+04, 2.248168E+04, 2.255509E+04, 2.262862E+04, 2.270226E+04, 2.277602E+04, 2.284988E+04, 2.292386E+04, 2.299796E+04, 2.307216E+04, 2.314648E+04, 2.322091E+04, 2.329545E+04, 2.337011E+04, 2.344487E+04, 2.351975E+04, 2.359474E+04, 2.366984E+04, 2.374505E+04, 2.382038E+04, 2.389581E+04, 2.397136E+04, 2.404702E+04, 2.412278E+04, 2.419866E+04, 2.427465E+04, 2.435075E+04, 2.442696E+04, 2.450328E+04, 2.457971E+04, 2.465625E+04, 2.473290E+04, 2.480966E+04, 2.488652E+04, 2.496350E+04, 2.504059E+04, 2.511778E+04, 2.519509E+04, 2.527250E+04, 2.535002E+04, 2.542765E+04, 2.550539E+04, 2.558324E+04, 2.566119E+04, 2.573926E+04, 2.581743E+04, ]) # ============================ M = 15, I = 4 ============================ M = 15 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.200001E+01, 2.025058E+01, 3.536448E+01, 5.076475E+01, 6.622834E+01, 8.171730E+01, 9.721968E+01, 1.127305E+02, 1.282474E+02, 1.437689E+02, 1.592943E+02, 1.748231E+02, 1.903550E+02, 2.058897E+02, 2.214271E+02, 2.369670E+02, 2.525094E+02, 2.680542E+02, 2.836014E+02, 2.991509E+02, 3.147027E+02, 3.302568E+02, 3.458132E+02, 3.613720E+02, 3.769333E+02, 3.924971E+02, 4.080637E+02, 4.236332E+02, 4.392060E+02, 4.547824E+02, 4.703629E+02, 4.859478E+02, 5.015380E+02, 5.171339E+02, 5.327365E+02, 5.483466E+02, 5.639651E+02, 5.795931E+02, 5.952317E+02, 6.108822E+02, 6.265458E+02, 6.422239E+02, 6.579179E+02, 6.736293E+02, 6.893597E+02, 7.051107E+02, 7.208838E+02, 7.366809E+02, 7.525035E+02, 7.683533E+02, 7.842323E+02, 8.001420E+02, 8.160843E+02, 8.320609E+02, 8.480737E+02, 8.641243E+02, 8.802146E+02, 8.963462E+02, 9.125210E+02, 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9.363604E+03, 9.407087E+03, 9.450651E+03, 9.494293E+03, 9.538015E+03, 9.581816E+03, 9.625695E+03, 9.669652E+03, 9.713687E+03, 9.757800E+03, 9.801991E+03, 9.846259E+03, 9.890603E+03, 9.935025E+03, 9.979522E+03, 1.002410E+04, 1.006875E+04, 1.011347E+04, 1.015827E+04, 1.020315E+04, 1.024810E+04, 1.029312E+04, 1.033822E+04, 1.038340E+04, 1.042864E+04, 1.047396E+04, 1.051936E+04, 1.056482E+04, 1.061036E+04, 1.065597E+04, 1.070166E+04, 1.074741E+04, 1.079324E+04, 1.083914E+04, 1.088510E+04, 1.093114E+04, 1.097725E+04, 1.102343E+04, 1.106968E+04, 1.111600E+04, 1.116239E+04, 1.120885E+04, 1.125538E+04, 1.130197E+04, 1.134864E+04, 1.139537E+04, 1.144217E+04, 1.148903E+04, 1.153597E+04, 1.158297E+04, 1.163003E+04, 1.167717E+04, 1.172437E+04, 1.177163E+04, 1.181896E+04, 1.186636E+04, 1.191382E+04, 1.196135E+04, 1.200894E+04, 1.205659E+04, 1.210431E+04, 1.215209E+04, 1.219994E+04, 1.224784E+04, 1.229582E+04, 1.234385E+04, 1.239194E+04, 1.244010E+04, 1.248832E+04, 1.253660E+04, 1.258494E+04, 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1.620891E+04, 1.626099E+04, 1.631312E+04, 1.636529E+04, 1.641751E+04, 1.646976E+04, 1.652205E+04, 1.657438E+04, 1.662676E+04, 1.667917E+04, 1.673163E+04, 1.678412E+04, 1.683665E+04, 1.688923E+04, 1.694184E+04, 1.699449E+04, 1.704717E+04, 1.709990E+04, 1.715266E+04, 1.720546E+04, 1.725830E+04, 1.731118E+04, 1.736409E+04, 1.741704E+04, 1.747003E+04, 1.752305E+04, 1.757610E+04, 1.762920E+04, 1.768233E+04, 1.773549E+04, 1.778869E+04, 1.784192E+04, 1.789519E+04, 1.794849E+04, 1.800183E+04, 1.805520E+04, 1.810860E+04, 1.816204E+04, 1.821551E+04, 1.826901E+04, 1.832255E+04, 1.837612E+04, 1.842972E+04, 1.848335E+04, 1.853701E+04, 1.859071E+04, 1.864444E+04, 1.869819E+04, 1.875198E+04, 1.880580E+04, 1.885965E+04, 1.891353E+04, 1.896744E+04, 1.902138E+04, 1.907535E+04, 1.912935E+04, 1.918337E+04, 1.923743E+04, 1.929151E+04, 1.934563E+04, 1.939977E+04, 1.945394E+04, 1.950813E+04, 1.956236E+04, 1.961661E+04, 1.967089E+04, 1.972519E+04, 1.977953E+04, 1.983388E+04, 1.988827E+04, 1.994268E+04, 1.999712E+04, 2.005158E+04, 2.010607E+04, 2.016058E+04, 2.021512E+04, 2.026968E+04, 2.032427E+04, 2.037888E+04, 2.043351E+04, 2.048817E+04, 2.054285E+04, 2.059756E+04, 2.065229E+04, 2.070704E+04, 2.076182E+04, 2.081662E+04, 2.087144E+04, 2.092628E+04, 2.098115E+04, 2.103603E+04, 2.109094E+04, 2.114587E+04, 2.120082E+04, 2.125579E+04, 2.131079E+04, 2.136580E+04, 2.142083E+04, 2.147589E+04, 2.153096E+04, 2.158606E+04, 2.164117E+04, 2.169630E+04, 2.175146E+04, 2.180663E+04, 2.186182E+04, 2.191703E+04, 2.197226E+04, 2.202750E+04, 2.208276E+04, 2.213805E+04, 2.219335E+04, 2.224866E+04, 2.230400E+04, 2.235935E+04, 2.241472E+04, ]) # ============================ M = 16, I = 1 ============================ M = 16 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 8.000000E+00, 1.020070E+01, 1.634929E+01, 2.287720E+01, 2.947691E+01, 3.610349E+01, 4.274339E+01, 4.939111E+01, 5.604398E+01, 6.270055E+01, 6.935996E+01, 7.602168E+01, 8.268536E+01, 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7.280363E+03, 7.306319E+03, 7.332327E+03, 7.358387E+03, 7.384499E+03, 7.410664E+03, 7.436882E+03, 7.463152E+03, 7.489474E+03, 7.515849E+03, 7.542276E+03, 7.568756E+03, 7.595288E+03, 7.621873E+03, 7.648510E+03, 7.675200E+03, 7.701942E+03, 7.728736E+03, 7.755584E+03, 7.782483E+03, 7.809435E+03, 7.836440E+03, 7.863497E+03, 7.890607E+03, 7.917770E+03, 7.944984E+03, 7.972252E+03, 7.999572E+03, 8.026945E+03, 8.054370E+03, 8.081847E+03, 8.109378E+03, 8.136961E+03, 8.164596E+03, 8.192284E+03, 8.220025E+03, 8.247818E+03, 8.275664E+03, 8.303562E+03, 8.331513E+03, 8.359517E+03, 8.387573E+03, 8.415682E+03, 8.443843E+03, 8.472057E+03, 8.500323E+03, 8.528642E+03, 8.557014E+03, 8.585438E+03, 8.613915E+03, 8.642444E+03, 8.671026E+03, 8.699661E+03, 8.728348E+03, 8.757088E+03, 8.785880E+03, 8.814725E+03, 8.843622E+03, 8.872572E+03, 8.901574E+03, 8.930629E+03, 8.959737E+03, 8.988897E+03, 9.018109E+03, 9.047374E+03, 9.076692E+03, 9.106062E+03, 9.135484E+03, 9.164959E+03, 9.194487E+03, 9.224067E+03, 9.253699E+03, 9.283384E+03, 9.313121E+03, 9.342911E+03, 9.372753E+03, 9.402648E+03, 9.432595E+03, 9.462594E+03, 9.492646E+03, 9.522750E+03, 9.552907E+03, 9.583116E+03, 9.613377E+03, 9.643690E+03, 9.674056E+03, 9.704474E+03, 9.734945E+03, 9.765467E+03, 9.796042E+03, 9.826670E+03, ]) # ============================ M = 16, I = 2 ============================ M = 16 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 8.000000E+00, 1.020238E+01, 1.635328E+01, 2.288330E+01, 2.948509E+01, 3.611374E+01, 4.275572E+01, 4.940551E+01, 5.606044E+01, 6.271907E+01, 6.938055E+01, 7.604433E+01, 8.271007E+01, 8.937752E+01, 9.604651E+01, 1.027169E+02, 1.093886E+02, 1.160616E+02, 1.227358E+02, 1.294111E+02, 1.360875E+02, 1.427650E+02, 1.494436E+02, 1.561233E+02, 1.628039E+02, 1.694857E+02, 1.761684E+02, 1.828522E+02, 1.895370E+02, 1.962230E+02, 2.029100E+02, 2.095981E+02, 2.162875E+02, 2.229781E+02, 2.296700E+02, 2.363634E+02, 2.430583E+02, 2.497549E+02, 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7.906620E+03, 7.933395E+03, 7.960219E+03, 7.987090E+03, 8.014010E+03, 8.040978E+03, 8.067994E+03, 8.095059E+03, 8.122171E+03, 8.149332E+03, 8.176541E+03, 8.203798E+03, 8.231103E+03, 8.258457E+03, 8.285858E+03, 8.313308E+03, 8.340806E+03, 8.368351E+03, 8.395945E+03, 8.423586E+03, 8.451276E+03, 8.479014E+03, 8.506799E+03, 8.534633E+03, 8.562514E+03, 8.590443E+03, 8.618421E+03, 8.646446E+03, 8.674519E+03, 8.702639E+03, 8.730808E+03, 8.759024E+03, 8.787288E+03, 8.815600E+03, 8.843959E+03, 8.872366E+03, 8.900821E+03, 8.929324E+03, 8.957873E+03, 8.986471E+03, 9.015116E+03, 9.043809E+03, 9.072549E+03, 9.101337E+03, 9.130173E+03, 9.159055E+03, 9.187985E+03, 9.216963E+03, 9.245988E+03, 9.275060E+03, 9.304180E+03, 9.333347E+03, 9.362561E+03, 9.391823E+03, 9.421131E+03, 9.450487E+03, 9.479890E+03, 9.509341E+03, 9.538838E+03, 9.568383E+03, 9.597974E+03, 9.627613E+03, 9.657299E+03, 9.687031E+03, 9.716811E+03, 9.746637E+03, ]) # ============================ M = 16, I = 3 ============================ M = 16 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.200018E+01, 2.419176E+01, 4.353102E+01, 6.308029E+01, 8.267880E+01, 1.022979E+02, 1.219285E+02, 1.415667E+02, 1.612106E+02, 1.808593E+02, 2.005121E+02, 2.201685E+02, 2.398285E+02, 2.594917E+02, 2.791580E+02, 2.988275E+02, 3.184999E+02, 3.381753E+02, 3.578536E+02, 3.775349E+02, 3.972193E+02, 4.169068E+02, 4.365976E+02, 4.562920E+02, 4.759904E+02, 4.956932E+02, 5.154011E+02, 5.351149E+02, 5.548353E+02, 5.745636E+02, 5.943009E+02, 6.140487E+02, 6.338086E+02, 6.535822E+02, 6.733715E+02, 6.931786E+02, 7.130055E+02, 7.328547E+02, 7.527285E+02, 7.726294E+02, 7.925601E+02, 8.125232E+02, 8.325215E+02, 8.525577E+02, 8.726348E+02, 8.927555E+02, 9.129227E+02, 9.331394E+02, 9.534083E+02, 9.737324E+02, 9.941145E+02, 1.014557E+03, 1.035064E+03, 1.055637E+03, 1.076279E+03, 1.096993E+03, 1.117781E+03, 1.138646E+03, 1.159590E+03, 1.180617E+03, 1.201727E+03, 1.222925E+03, 1.244211E+03, 1.265589E+03, 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2.502857E+04, 2.512123E+04, 2.521406E+04, 2.530705E+04, 2.540021E+04, 2.549352E+04, 2.558701E+04, 2.568066E+04, 2.577447E+04, 2.586844E+04, 2.596258E+04, 2.605688E+04, 2.615135E+04, 2.624598E+04, 2.634077E+04, 2.643572E+04, 2.653084E+04, 2.662612E+04, 2.672156E+04, 2.681717E+04, 2.691293E+04, 2.700886E+04, 2.710495E+04, 2.720120E+04, 2.729761E+04, 2.739419E+04, 2.749092E+04, 2.758782E+04, 2.768487E+04, 2.778209E+04, 2.787947E+04, 2.797701E+04, 2.807470E+04, 2.817256E+04, 2.827058E+04, 2.836875E+04, 2.846709E+04, 2.856558E+04, 2.866424E+04, 2.876305E+04, 2.886202E+04, 2.896115E+04, 2.906044E+04, 2.915989E+04, 2.925949E+04, 2.935926E+04, 2.945918E+04, 2.955926E+04, 2.965949E+04, 2.975988E+04, 2.986044E+04, 2.996114E+04, 3.006201E+04, 3.016303E+04, 3.026420E+04, 3.036553E+04, 3.046702E+04, 3.056867E+04, 3.067047E+04, 3.077242E+04, 3.087453E+04, 3.097680E+04, 3.107922E+04, 3.118179E+04, 3.128452E+04, 3.138741E+04, 3.149045E+04, 3.159364E+04, 3.169699E+04, 3.180049E+04, 3.190414E+04, 3.200795E+04, 3.211191E+04, 3.221602E+04, 3.232028E+04, 3.242470E+04, 3.252928E+04, 3.263400E+04, 3.273887E+04, 3.284390E+04, 3.294908E+04, 3.305441E+04, 3.315989E+04, 3.326553E+04, 3.337131E+04, 3.347724E+04, 3.358333E+04, 3.368957E+04, 3.379595E+04, 3.390249E+04, 3.400917E+04, 3.411601E+04, 3.422299E+04, 3.433013E+04, 3.443741E+04, 3.454485E+04, 3.465243E+04, 3.476016E+04, 3.486803E+04, 3.497606E+04, 3.508424E+04, 3.519256E+04, 3.530103E+04, 3.540964E+04, 3.551841E+04, 3.562732E+04, 3.573638E+04, 3.584558E+04, 3.595493E+04, 3.606443E+04, 3.617408E+04, ]) # ============================ M = 16, I = 4 ============================ M = 16 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.200018E+01, 2.420338E+01, 4.355488E+01, 6.311622E+01, 8.272678E+01, 1.023579E+02, 1.220005E+02, 1.416508E+02, 1.613067E+02, 1.809674E+02, 2.006322E+02, 2.203007E+02, 2.399727E+02, 2.596479E+02, 2.793263E+02, 2.990078E+02, 3.186923E+02, 3.383797E+02, 3.580701E+02, 3.777634E+02, 3.974599E+02, 4.171594E+02, 4.368623E+02, 4.565687E+02, 4.762792E+02, 4.959941E+02, 5.157141E+02, 5.354399E+02, 5.551724E+02, 5.749128E+02, 5.946623E+02, 6.144222E+02, 6.341943E+02, 6.539801E+02, 6.737817E+02, 6.936010E+02, 7.134403E+02, 7.333018E+02, 7.531880E+02, 7.731014E+02, 7.930446E+02, 8.130203E+02, 8.330313E+02, 8.530802E+02, 8.731701E+02, 8.933037E+02, 9.134838E+02, 9.337135E+02, 9.539956E+02, 9.743329E+02, 9.947283E+02, 1.015185E+03, 1.035705E+03, 1.056291E+03, 1.076947E+03, 1.097675E+03, 1.118476E+03, 1.139356E+03, 1.160314E+03, 1.181355E+03, 1.202480E+03, 1.223692E+03, 1.244993E+03, 1.266385E+03, 1.287871E+03, 1.309452E+03, 1.331131E+03, 1.352909E+03, 1.374789E+03, 1.396772E+03, 1.418861E+03, 1.441056E+03, 1.463360E+03, 1.485775E+03, 1.508301E+03, 1.530941E+03, 1.553697E+03, 1.576568E+03, 1.599557E+03, 1.622666E+03, 1.645895E+03, 1.669247E+03, 1.692721E+03, 1.716320E+03, 1.740044E+03, 1.763895E+03, 1.787873E+03, 1.811980E+03, 1.836217E+03, 1.860585E+03, 1.885085E+03, 1.909717E+03, 1.934484E+03, 1.959384E+03, 1.984420E+03, 2.009592E+03, 2.034901E+03, 2.060348E+03, 2.085933E+03, 2.111658E+03, 2.137522E+03, 2.163528E+03, 2.189674E+03, 2.215963E+03, 2.242394E+03, 2.268968E+03, 2.295686E+03, 2.322549E+03, 2.349557E+03, 2.376710E+03, 2.404009E+03, 2.431455E+03, 2.459048E+03, 2.486789E+03, 2.514678E+03, 2.542715E+03, 2.570902E+03, 2.599238E+03, 2.627724E+03, 2.656360E+03, 2.685148E+03, 2.714086E+03, 2.743176E+03, 2.772418E+03, 2.801813E+03, 2.831360E+03, 2.861061E+03, 2.890915E+03, 2.920923E+03, 2.951085E+03, 2.981402E+03, 3.011874E+03, 3.042501E+03, 3.073283E+03, 3.104222E+03, 3.135317E+03, 3.166568E+03, 3.197976E+03, 3.229541E+03, 3.261264E+03, 3.293144E+03, 3.325182E+03, 3.357379E+03, 3.389734E+03, 3.422247E+03, 3.454920E+03, 3.487753E+03, 3.520744E+03, 3.553896E+03, 3.587208E+03, 3.620680E+03, 3.654313E+03, 3.688106E+03, 3.722061E+03, 3.756177E+03, 3.790454E+03, 3.824893E+03, 3.859494E+03, 3.894258E+03, 3.929184E+03, 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6.882881E+03, 6.930147E+03, 6.977587E+03, 7.025202E+03, 7.072991E+03, 7.120955E+03, 7.169094E+03, 7.217408E+03, 7.265896E+03, 7.314560E+03, 7.363400E+03, 7.412414E+03, 7.461605E+03, 7.510971E+03, 7.560512E+03, 7.610229E+03, 7.660122E+03, 7.710192E+03, 7.760437E+03, 7.810858E+03, 7.861456E+03, 7.912230E+03, 7.963181E+03, 8.014308E+03, 8.065611E+03, 8.117092E+03, 8.168749E+03, 8.220583E+03, 8.272594E+03, 8.324782E+03, 8.377148E+03, 8.429690E+03, 8.482410E+03, 8.535307E+03, 8.588382E+03, 8.641634E+03, 8.695064E+03, 8.748671E+03, 8.802456E+03, 8.856419E+03, 8.910560E+03, 8.964879E+03, 9.019375E+03, 9.074050E+03, 9.128903E+03, 9.183934E+03, 9.239144E+03, 9.294532E+03, 9.350098E+03, 9.405842E+03, 9.461765E+03, 9.517867E+03, 9.574147E+03, 9.630606E+03, 9.687243E+03, 9.744059E+03, 9.801054E+03, 9.858228E+03, 9.915581E+03, 9.973112E+03, 1.003082E+04, 1.008871E+04, 1.014678E+04, 1.020503E+04, 1.026345E+04, 1.032206E+04, 1.038085E+04, 1.043981E+04, 1.049895E+04, 1.055828E+04, 1.061778E+04, 1.067746E+04, 1.073732E+04, 1.079736E+04, 1.085758E+04, 1.091798E+04, 1.097856E+04, 1.103932E+04, 1.110025E+04, 1.116137E+04, 1.122267E+04, 1.128414E+04, 1.134580E+04, 1.140763E+04, 1.146965E+04, 1.153184E+04, 1.159421E+04, 1.165677E+04, 1.171950E+04, 1.178241E+04, 1.184550E+04, 1.190877E+04, 1.197222E+04, 1.203585E+04, 1.209967E+04, 1.216365E+04, 1.222782E+04, 1.229217E+04, 1.235670E+04, 1.242141E+04, 1.248630E+04, 1.255136E+04, 1.261661E+04, 1.268203E+04, 1.274764E+04, 1.281342E+04, 1.287939E+04, 1.294553E+04, 1.301186E+04, 1.307836E+04, 1.314504E+04, 1.321190E+04, 1.327894E+04, 1.334616E+04, 1.341356E+04, 1.348114E+04, 1.354890E+04, 1.361683E+04, 1.368495E+04, 1.375324E+04, 1.382172E+04, 1.389037E+04, 1.395920E+04, 1.402821E+04, 1.409740E+04, 1.416677E+04, 1.423632E+04, 1.430605E+04, 1.437595E+04, 1.444604E+04, 1.451630E+04, 1.458674E+04, 1.465736E+04, 1.472816E+04, 1.479914E+04, 1.487029E+04, 1.494162E+04, 1.501314E+04, 1.508483E+04, 1.515669E+04, 1.522874E+04, 1.530097E+04, 1.537337E+04, 1.544595E+04, 1.551871E+04, 1.559164E+04, 1.566476E+04, 1.573805E+04, 1.581152E+04, 1.588517E+04, 1.595899E+04, 1.603300E+04, 1.610717E+04, 1.618153E+04, 1.625607E+04, 1.633078E+04, 1.640567E+04, 1.648073E+04, 1.655597E+04, 1.663140E+04, 1.670699E+04, 1.678276E+04, 1.685872E+04, 1.693484E+04, 1.701115E+04, 1.708762E+04, 1.716428E+04, 1.724111E+04, 1.731812E+04, 1.739531E+04, 1.747267E+04, 1.755020E+04, 1.762792E+04, 1.770580E+04, 1.778387E+04, 1.786211E+04, 1.794052E+04, 1.801911E+04, 1.809788E+04, 1.817682E+04, 1.825594E+04, 1.833523E+04, 1.841469E+04, 1.849433E+04, 1.857415E+04, 1.865414E+04, 1.873431E+04, 1.881465E+04, 1.889516E+04, 1.897585E+04, 1.905671E+04, 1.913775E+04, 1.921896E+04, 1.930034E+04, 1.938190E+04, 1.946363E+04, 1.954554E+04, 1.962762E+04, 1.970987E+04, 1.979230E+04, 1.987490E+04, 1.995767E+04, 2.004061E+04, 2.012373E+04, 2.020702E+04, 2.029048E+04, 2.037412E+04, 2.045793E+04, 2.054191E+04, 2.062606E+04, 2.071038E+04, 2.079488E+04, 2.087955E+04, 2.096439E+04, 2.104940E+04, 2.113458E+04, 2.121994E+04, 2.130546E+04, 2.139116E+04, 2.147703E+04, 2.156306E+04, 2.164927E+04, 2.173565E+04, 2.182220E+04, 2.190892E+04, 2.199582E+04, 2.208288E+04, 2.217011E+04, 2.225751E+04, 2.234508E+04, 2.243282E+04, 2.252073E+04, 2.260881E+04, 2.269706E+04, 2.278547E+04, 2.287406E+04, 2.296282E+04, 2.305174E+04, 2.314083E+04, 2.323010E+04, 2.331953E+04, 2.340912E+04, 2.349889E+04, 2.358882E+04, 2.367893E+04, 2.376920E+04, 2.385963E+04, 2.395024E+04, 2.404101E+04, 2.413195E+04, 2.422305E+04, 2.431433E+04, 2.440577E+04, 2.449737E+04, 2.458915E+04, 2.468108E+04, 2.477319E+04, 2.486546E+04, 2.495790E+04, 2.505050E+04, 2.514327E+04, 2.523620E+04, 2.532930E+04, 2.542257E+04, 2.551600E+04, 2.560959E+04, 2.570335E+04, 2.579727E+04, 2.589136E+04, 2.598562E+04, 2.608003E+04, 2.617461E+04, 2.626936E+04, 2.636427E+04, 2.645934E+04, 2.655458E+04, 2.664997E+04, 2.674554E+04, 2.684126E+04, 2.693715E+04, 2.703320E+04, 2.712941E+04, 2.722579E+04, 2.732233E+04, 2.741903E+04, 2.751589E+04, 2.761291E+04, 2.771010E+04, 2.780745E+04, 2.790496E+04, 2.800262E+04, 2.810046E+04, 2.819845E+04, 2.829660E+04, 2.839491E+04, 2.849339E+04, 2.859202E+04, 2.869081E+04, 2.878977E+04, 2.888888E+04, 2.898816E+04, 2.908759E+04, 2.918718E+04, 2.928693E+04, 2.938684E+04, 2.948691E+04, 2.958714E+04, 2.968753E+04, 2.978807E+04, 2.988878E+04, 2.998964E+04, 3.009066E+04, 3.019183E+04, 3.029317E+04, 3.039466E+04, 3.049631E+04, 3.059812E+04, 3.070008E+04, 3.080220E+04, 3.090448E+04, 3.100691E+04, 3.110950E+04, 3.121225E+04, 3.131515E+04, 3.141821E+04, 3.152142E+04, 3.162479E+04, 3.172832E+04, 3.183200E+04, 3.193583E+04, 3.203982E+04, 3.214396E+04, 3.224826E+04, 3.235272E+04, 3.245732E+04, 3.256208E+04, 3.266700E+04, 3.277207E+04, 3.287729E+04, 3.298267E+04, 3.308819E+04, 3.319388E+04, 3.329971E+04, 3.340570E+04, 3.351184E+04, 3.361813E+04, 3.372458E+04, 3.383117E+04, 3.393792E+04, 3.404482E+04, 3.415187E+04, 3.425907E+04, 3.436643E+04, 3.447393E+04, 3.458159E+04, 3.468939E+04, 3.479735E+04, 3.490546E+04, 3.501372E+04, 3.512212E+04, 3.523068E+04, 3.533939E+04, 3.544824E+04, 3.555725E+04, 3.566640E+04, 3.577571E+04, 3.588516E+04, 3.599476E+04, 3.610451E+04, 3.621441E+04, ]) # ============================ M = 17, I = 1 ============================ M = 17 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.200000E+01, 1.790095E+01, 3.036751E+01, 4.320576E+01, 5.612180E+01, 6.906821E+01, 8.203024E+01, 9.500182E+01, 1.079800E+02, 1.209631E+02, 1.339502E+02, 1.469407E+02, 1.599342E+02, 1.729304E+02, 1.859292E+02, 1.989303E+02, 2.119337E+02, 2.249393E+02, 2.379471E+02, 2.509569E+02, 2.639688E+02, 2.769827E+02, 2.899987E+02, 3.030167E+02, 3.160367E+02, 3.290589E+02, 3.420832E+02, 3.551097E+02, 3.681387E+02, 3.811703E+02, 3.942046E+02, 4.072420E+02, 4.202828E+02, 4.333273E+02, 4.463761E+02, 4.594295E+02, 4.724882E+02, 4.855528E+02, 4.986240E+02, 5.117025E+02, 5.247891E+02, 5.378848E+02, 5.509903E+02, 5.641068E+02, 5.772352E+02, 5.903765E+02, 6.035320E+02, 6.167028E+02, 6.298899E+02, 6.430947E+02, 6.563184E+02, 6.695622E+02, 6.828274E+02, 6.961154E+02, 7.094273E+02, 7.227645E+02, 7.361283E+02, 7.495201E+02, 7.629411E+02, 7.763927E+02, 7.898761E+02, 8.033926E+02, 8.169436E+02, 8.305302E+02, 8.441538E+02, 8.578156E+02, 8.715168E+02, 8.852586E+02, 8.990422E+02, 9.128688E+02, 9.267395E+02, 9.406555E+02, 9.546178E+02, 9.686276E+02, 9.826859E+02, 9.967938E+02, 1.010952E+03, 1.025162E+03, 1.039425E+03, 1.053741E+03, 1.068111E+03, 1.082537E+03, 1.097020E+03, 1.111559E+03, 1.126156E+03, 1.140812E+03, 1.155528E+03, 1.170304E+03, 1.185141E+03, 1.200041E+03, 1.215002E+03, 1.230028E+03, 1.245117E+03, 1.260271E+03, 1.275491E+03, 1.290776E+03, 1.306128E+03, 1.321548E+03, 1.337035E+03, 1.352591E+03, 1.368216E+03, 1.383911E+03, 1.399676E+03, 1.415511E+03, 1.431418E+03, 1.447396E+03, 1.463447E+03, 1.479570E+03, 1.495766E+03, 1.512036E+03, 1.528380E+03, 1.544799E+03, 1.561292E+03, 1.577861E+03, 1.594505E+03, 1.611226E+03, 1.628023E+03, 1.644897E+03, 1.661848E+03, 1.678877E+03, 1.695983E+03, 1.713168E+03, 1.730432E+03, 1.747774E+03, 1.765196E+03, 1.782697E+03, 1.800279E+03, 1.817940E+03, 1.835682E+03, 1.853505E+03, 1.871409E+03, 1.889395E+03, 1.907461E+03, 1.925610E+03, 1.943841E+03, 1.962155E+03, 1.980551E+03, 1.999030E+03, 2.017593E+03, 2.036238E+03, 2.054968E+03, 2.073781E+03, 2.092678E+03, 2.111660E+03, 2.130726E+03, 2.149877E+03, 2.169113E+03, 2.188435E+03, 2.207841E+03, 2.227334E+03, 2.246912E+03, 2.266576E+03, 2.286326E+03, 2.306163E+03, 2.326086E+03, 2.346096E+03, 2.366193E+03, 2.386377E+03, 2.406648E+03, 2.427007E+03, 2.447453E+03, 2.467988E+03, 2.488610E+03, 2.509320E+03, 2.530119E+03, 2.551006E+03, 2.571982E+03, 2.593047E+03, 2.614200E+03, 2.635443E+03, 2.656775E+03, 2.678196E+03, 2.699707E+03, 2.721307E+03, 2.742998E+03, 2.764778E+03, 2.786649E+03, 2.808609E+03, 2.830660E+03, 2.852802E+03, 2.875034E+03, 2.897357E+03, 2.919771E+03, 2.942276E+03, 2.964873E+03, 2.987560E+03, 3.010339E+03, 3.033210E+03, 3.056172E+03, 3.079226E+03, 3.102372E+03, 3.125610E+03, 3.148940E+03, 3.172362E+03, 3.195877E+03, 3.219484E+03, 3.243184E+03, 3.266977E+03, 3.290862E+03, 3.314840E+03, 3.338912E+03, 3.363076E+03, 3.387334E+03, 3.411685E+03, 3.436130E+03, 3.460668E+03, 3.485300E+03, 3.510025E+03, 3.534845E+03, 3.559758E+03, 3.584765E+03, 3.609867E+03, 3.635063E+03, 3.660353E+03, 3.685737E+03, 3.711216E+03, 3.736790E+03, 3.762458E+03, 3.788222E+03, 3.814079E+03, 3.840032E+03, 3.866080E+03, 3.892223E+03, 3.918461E+03, 3.944795E+03, 3.971224E+03, 3.997748E+03, 4.024368E+03, 4.051083E+03, 4.077894E+03, 4.104801E+03, 4.131803E+03, 4.158901E+03, 4.186096E+03, 4.213386E+03, 4.240773E+03, 4.268255E+03, 4.295834E+03, 4.323509E+03, 4.351280E+03, 4.379148E+03, 4.407112E+03, 4.435173E+03, 4.463330E+03, 4.491584E+03, 4.519935E+03, 4.548383E+03, 4.576927E+03, 4.605568E+03, 4.634306E+03, 4.663141E+03, 4.692074E+03, 4.721103E+03, 4.750229E+03, 4.779453E+03, 4.808774E+03, 4.838192E+03, 4.867707E+03, 4.897320E+03, 4.927030E+03, 4.956838E+03, 4.986743E+03, 5.016746E+03, 5.046846E+03, 5.077044E+03, 5.107340E+03, 5.137733E+03, 5.168225E+03, 5.198813E+03, 5.229500E+03, 5.260285E+03, 5.291167E+03, 5.322147E+03, 5.353226E+03, 5.384402E+03, 5.415676E+03, 5.447048E+03, 5.478519E+03, 5.510087E+03, 5.541754E+03, 5.573518E+03, 5.605381E+03, 5.637342E+03, 5.669401E+03, 5.701559E+03, 5.733814E+03, 5.766168E+03, 5.798620E+03, 5.831171E+03, 5.863820E+03, 5.896567E+03, 5.929412E+03, 5.962356E+03, 5.995398E+03, 6.028538E+03, 6.061777E+03, 6.095114E+03, 6.128550E+03, 6.162084E+03, 6.195716E+03, 6.229447E+03, 6.263276E+03, 6.297204E+03, 6.331230E+03, 6.365355E+03, 6.399578E+03, 6.433899E+03, 6.468319E+03, 6.502837E+03, 6.537454E+03, 6.572169E+03, 6.606983E+03, 6.641894E+03, 6.676905E+03, 6.712013E+03, 6.747221E+03, 6.782526E+03, 6.817930E+03, 6.853432E+03, 6.889033E+03, 6.924731E+03, 6.960529E+03, 6.996424E+03, 7.032418E+03, 7.068510E+03, 7.104700E+03, 7.140989E+03, 7.177376E+03, 7.213861E+03, 7.250444E+03, 7.287126E+03, 7.323905E+03, 7.360783E+03, 7.397759E+03, 7.434833E+03, 7.472005E+03, 7.509275E+03, 7.546643E+03, 7.584109E+03, 7.621673E+03, 7.659335E+03, 7.697095E+03, 7.734952E+03, 7.772908E+03, 7.810961E+03, 7.849112E+03, 7.887361E+03, 7.925708E+03, 7.964152E+03, 8.002694E+03, 8.041333E+03, 8.080071E+03, 8.118905E+03, 8.157837E+03, 8.196867E+03, 8.235994E+03, 8.275218E+03, 8.314540E+03, 8.353959E+03, 8.393475E+03, 8.433089E+03, 8.472800E+03, 8.512608E+03, 8.552512E+03, 8.592514E+03, 8.632613E+03, 8.672809E+03, 8.713102E+03, 8.753492E+03, 8.793978E+03, 8.834561E+03, 8.875241E+03, 8.916018E+03, 8.956891E+03, 8.997861E+03, 9.038927E+03, 9.080090E+03, 9.121349E+03, 9.162704E+03, 9.204156E+03, 9.245703E+03, 9.287348E+03, 9.329088E+03, 9.370924E+03, 9.412856E+03, 9.454885E+03, 9.497009E+03, 9.539228E+03, 9.581544E+03, 9.623956E+03, 9.666462E+03, 9.709065E+03, 9.751763E+03, 9.794557E+03, 9.837446E+03, 9.880430E+03, 9.923509E+03, 9.966684E+03, 1.000995E+04, 1.005332E+04, 1.009678E+04, 1.014033E+04, 1.018398E+04, 1.022773E+04, 1.027157E+04, 1.031550E+04, 1.035953E+04, 1.040365E+04, 1.044787E+04, 1.049218E+04, 1.053659E+04, 1.058109E+04, 1.062568E+04, 1.067037E+04, 1.071515E+04, 1.076003E+04, 1.080500E+04, 1.085006E+04, 1.089522E+04, 1.094047E+04, 1.098582E+04, 1.103125E+04, 1.107678E+04, 1.112241E+04, 1.116813E+04, 1.121394E+04, 1.125984E+04, 1.130584E+04, 1.135193E+04, 1.139811E+04, 1.144439E+04, 1.149076E+04, 1.153722E+04, 1.158377E+04, 1.163042E+04, 1.167715E+04, 1.172398E+04, 1.177091E+04, 1.181792E+04, 1.186503E+04, 1.191222E+04, 1.195951E+04, 1.200690E+04, 1.205437E+04, 1.210193E+04, 1.214959E+04, 1.219734E+04, 1.224518E+04, 1.229311E+04, 1.234113E+04, 1.238924E+04, 1.243744E+04, 1.248574E+04, 1.253412E+04, 1.258259E+04, 1.263116E+04, 1.267982E+04, 1.272856E+04, 1.277740E+04, 1.282632E+04, 1.287534E+04, 1.292445E+04, 1.297364E+04, 1.302293E+04, 1.307230E+04, 1.312177E+04, 1.317132E+04, 1.322097E+04, 1.327070E+04, 1.332052E+04, 1.337043E+04, 1.342043E+04, 1.347052E+04, 1.352070E+04, 1.357097E+04, 1.362132E+04, 1.367177E+04, 1.372230E+04, 1.377292E+04, 1.382363E+04, 1.387442E+04, 1.392531E+04, 1.397628E+04, 1.402734E+04, 1.407849E+04, 1.412972E+04, 1.418104E+04, 1.423245E+04, 1.428395E+04, 1.433553E+04, 1.438720E+04, 1.443896E+04, 1.449081E+04, 1.454274E+04, 1.459475E+04, 1.464686E+04, 1.469905E+04, 1.475133E+04, 1.480369E+04, 1.485614E+04, 1.490867E+04, 1.496129E+04, 1.501400E+04, 1.506679E+04, 1.511967E+04, 1.517263E+04, 1.522567E+04, 1.527881E+04, 1.533203E+04, 1.538533E+04, 1.543872E+04, 1.549219E+04, 1.554574E+04, 1.559939E+04, 1.565311E+04, 1.570692E+04, 1.576081E+04, 1.581479E+04, 1.586885E+04, 1.592300E+04, 1.597723E+04, 1.603154E+04, 1.608593E+04, 1.614041E+04, 1.619498E+04, 1.624962E+04, 1.630435E+04, 1.635916E+04, 1.641405E+04, 1.646903E+04, 1.652409E+04, 1.657923E+04, 1.663445E+04, 1.668976E+04, 1.674514E+04, 1.680061E+04, 1.685616E+04, 1.691180E+04, 1.696751E+04, 1.702331E+04, 1.707918E+04, 1.713514E+04, 1.719118E+04, 1.724730E+04, 1.730350E+04, 1.735978E+04, 1.741614E+04, 1.747258E+04, 1.752910E+04, 1.758571E+04, 1.764239E+04, 1.769915E+04, 1.775599E+04, 1.781292E+04, 1.786992E+04, 1.792700E+04, 1.798416E+04, 1.804140E+04, 1.809871E+04, 1.815611E+04, 1.821359E+04, 1.827114E+04, 1.832877E+04, 1.838649E+04, 1.844428E+04, 1.850214E+04, 1.856009E+04, 1.861811E+04, 1.867621E+04, 1.873439E+04, 1.879265E+04, 1.885098E+04, 1.890940E+04, 1.896788E+04, 1.902645E+04, 1.908509E+04, 1.914381E+04, 1.920261E+04, 1.926148E+04, 1.932043E+04, 1.937945E+04, 1.943855E+04, 1.949773E+04, 1.955698E+04, 1.961631E+04, 1.967572E+04, 1.973519E+04, 1.979475E+04, 1.985438E+04, 1.991408E+04, 1.997386E+04, 2.003372E+04, 2.009365E+04, 2.015365E+04, 2.021373E+04, 2.027388E+04, 2.033411E+04, 2.039441E+04, 2.045479E+04, 2.051524E+04, 2.057576E+04, ]) # ============================ M = 17, I = 2 ============================ M = 17 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.800464E+01, 4.507464E+01, 8.321078E+01, 1.215759E+02, 1.599981E+02, 1.984458E+02, 2.369087E+02, 2.753825E+02, 3.138652E+02, 3.523555E+02, 3.908527E+02, 4.293564E+02, 4.678664E+02, 5.063824E+02, 5.449043E+02, 5.834320E+02, 6.219655E+02, 6.605050E+02, 6.990507E+02, 7.376029E+02, 7.761623E+02, 8.147300E+02, 8.533071E+02, 8.918953E+02, 9.304968E+02, 9.691141E+02, 1.007750E+03, 1.046409E+03, 1.085094E+03, 1.123811E+03, 1.162564E+03, 1.201358E+03, 1.240199E+03, 1.279095E+03, 1.318050E+03, 1.357072E+03, 1.396168E+03, 1.435345E+03, 1.474610E+03, 1.513970E+03, 1.553434E+03, 1.593008E+03, 1.632700E+03, 1.672517E+03, 1.712467E+03, 1.752557E+03, 1.792794E+03, 1.833185E+03, 1.873736E+03, 1.914456E+03, 1.955350E+03, 1.996425E+03, 2.037686E+03, 2.079141E+03, 2.120795E+03, 2.162654E+03, 2.204722E+03, 2.247007E+03, 2.289513E+03, 2.332245E+03, 2.375207E+03, 2.418405E+03, 2.461843E+03, 2.505526E+03, 2.549458E+03, 2.593642E+03, 2.638083E+03, 2.682785E+03, 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6.744618E+04, 6.765049E+04, 6.785501E+04, 6.805975E+04, 6.826471E+04, 6.846988E+04, 6.867528E+04, 6.888089E+04, 6.908672E+04, 6.929277E+04, 6.949903E+04, 6.970550E+04, 6.991220E+04, 7.011910E+04, 7.032622E+04, 7.053355E+04, 7.074110E+04, 7.094886E+04, 7.115683E+04, 7.136501E+04, 7.157340E+04, 7.178201E+04, 7.199082E+04, 7.219985E+04, 7.240908E+04, 7.261852E+04, 7.282817E+04, 7.303803E+04, 7.324810E+04, 7.345837E+04, 7.366885E+04, 7.387954E+04, 7.409043E+04, 7.430153E+04, 7.451283E+04, 7.472433E+04, ]) # ============================ M = 18, I = 1 ============================ M = 18 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.214341E+01, 1.052089E+02, 1.944698E+02, 2.840544E+02, 3.737291E+02, 4.634822E+02, 5.534265E+02, 6.438128E+02, 7.349976E+02, 8.273815E+02, 9.213530E+02, 1.017253E+03, 1.115359E+03, 1.215887E+03, 1.318994E+03, 1.424790E+03, 1.533351E+03, 1.644722E+03, 1.758930E+03, 1.875990E+03, 1.995906E+03, 2.118677E+03, 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2.363993E+05, 2.376080E+05, 2.388198E+05, 2.400348E+05, 2.412529E+05, 2.424741E+05, 2.436986E+05, 2.449262E+05, 2.461569E+05, 2.473908E+05, 2.486278E+05, 2.498680E+05, 2.511114E+05, 2.523579E+05, 2.536075E+05, 2.548603E+05, 2.561163E+05, 2.573754E+05, 2.586377E+05, 2.599031E+05, 2.611718E+05, 2.624435E+05, 2.637185E+05, 2.649965E+05, 2.662778E+05, 2.675622E+05, 2.688498E+05, 2.701405E+05, 2.714344E+05, 2.727314E+05, 2.740317E+05, 2.753350E+05, 2.766416E+05, 2.779513E+05, 2.792642E+05, 2.805802E+05, 2.818995E+05, 2.832219E+05, 2.845474E+05, 2.858761E+05, 2.872080E+05, 2.885431E+05, 2.898813E+05, 2.912227E+05, 2.925673E+05, 2.939150E+05, 2.952660E+05, 2.966201E+05, 2.979773E+05, 2.993378E+05, 3.007014E+05, 3.020682E+05, 3.034381E+05, 3.048113E+05, 3.061876E+05, 3.075671E+05, 3.089497E+05, 3.103356E+05, 3.117246E+05, 3.131168E+05, 3.145122E+05, 3.159108E+05, 3.173125E+05, 3.187174E+05, 3.201255E+05, 3.215368E+05, 3.229513E+05, 3.243689E+05, 3.257898E+05, 3.272138E+05, 3.286410E+05, 3.300714E+05, 3.315050E+05, 3.329417E+05, 3.343817E+05, 3.358248E+05, 3.372711E+05, 3.387206E+05, 3.401733E+05, 3.416292E+05, 3.430882E+05, 3.445505E+05, 3.460160E+05, 3.474846E+05, 3.489564E+05, 3.504314E+05, 3.519097E+05, 3.533910E+05, 3.548756E+05, 3.563634E+05, 3.578544E+05, 3.593486E+05, 3.608460E+05, 3.623465E+05, 3.638503E+05, 3.653572E+05, 3.668674E+05, 3.683807E+05, 3.698972E+05, 3.714170E+05, 3.729399E+05, 3.744661E+05, 3.759954E+05, 3.775279E+05, 3.790637E+05, 3.806026E+05, 3.821447E+05, 3.836900E+05, 3.852386E+05, 3.867903E+05, 3.883452E+05, 3.899034E+05, 3.914647E+05, 3.930292E+05, 3.945970E+05, 3.961679E+05, 3.977421E+05, 3.993194E+05, 4.009000E+05, 4.024838E+05, 4.040707E+05, 4.056609E+05, 4.072543E+05, 4.088509E+05, ]) # ============================ M = 18, I = 2 ============================ M = 18 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.225498E+01, 1.067540E+02, 1.975623E+02, 2.886899E+02, 3.799069E+02, 4.712026E+02, 5.626921E+02, 6.546306E+02, 7.473809E+02, 8.413503E+02, 9.369340E+02, 1.034479E+03, 1.134269E+03, 1.236523E+03, 1.341402E+03, 1.449020E+03, 1.559454E+03, 1.672752E+03, 1.788943E+03, 1.908042E+03, 2.030056E+03, 2.154985E+03, 2.282827E+03, 2.413577E+03, 2.547232E+03, 2.683788E+03, 2.823241E+03, 2.965590E+03, 3.110833E+03, 3.258969E+03, 3.410001E+03, 3.563928E+03, 3.720754E+03, 3.880481E+03, 4.043113E+03, 4.208654E+03, 4.377106E+03, 4.548476E+03, 4.722766E+03, 4.899983E+03, 5.080130E+03, 5.263211E+03, 5.449232E+03, 5.638197E+03, 5.830111E+03, 6.024977E+03, 6.222801E+03, 6.423586E+03, 6.627336E+03, 6.834055E+03, 7.043748E+03, 7.256418E+03, 7.472068E+03, 7.690702E+03, 7.912322E+03, 8.136934E+03, 8.364538E+03, 8.595139E+03, 8.828740E+03, 9.065342E+03, 9.304949E+03, 9.547564E+03, 9.793188E+03, 1.004182E+04, 1.029347E+04, 1.054814E+04, 1.080583E+04, 1.106653E+04, 1.133026E+04, 1.159702E+04, 1.186680E+04, 1.213961E+04, 1.241545E+04, 1.269432E+04, 1.297622E+04, 1.326116E+04, 1.354914E+04, 1.384015E+04, 1.413420E+04, 1.443130E+04, 1.473143E+04, 1.503461E+04, 1.534084E+04, 1.565011E+04, 1.596242E+04, 1.627779E+04, 1.659621E+04, 1.691767E+04, 1.724219E+04, 1.756976E+04, 1.790039E+04, 1.823407E+04, 1.857081E+04, 1.891060E+04, 1.925345E+04, 1.959936E+04, 1.994833E+04, 2.030037E+04, 2.065546E+04, 2.101362E+04, 2.137483E+04, 2.173912E+04, 2.210647E+04, 2.247688E+04, 2.285037E+04, 2.322692E+04, 2.360653E+04, 2.398922E+04, 2.437498E+04, 2.476381E+04, 2.515571E+04, 2.555068E+04, 2.594872E+04, 2.634984E+04, 2.675404E+04, 2.716131E+04, 2.757165E+04, 2.798507E+04, 2.840157E+04, 2.882115E+04, 2.924380E+04, 2.966953E+04, 3.009835E+04, 3.053024E+04, 3.096522E+04, 3.140328E+04, 3.184442E+04, 3.228864E+04, 3.273595E+04, 3.318634E+04, 3.363982E+04, 3.409638E+04, 3.455603E+04, 3.501876E+04, 3.548459E+04, 3.595350E+04, 3.642550E+04, 3.690059E+04, 3.737877E+04, 3.786004E+04, 3.834440E+04, 3.883185E+04, 3.932240E+04, 3.981603E+04, 4.031277E+04, 4.081259E+04, 4.131551E+04, 4.182153E+04, 4.233064E+04, 4.284285E+04, 4.335815E+04, 4.387655E+04, 4.439805E+04, 4.492265E+04, 4.545035E+04, 4.598115E+04, 4.651504E+04, 4.705204E+04, 4.759214E+04, 4.813534E+04, 4.868165E+04, 4.923106E+04, 4.978357E+04, 5.033918E+04, 5.089790E+04, 5.145973E+04, 5.202466E+04, 5.259269E+04, 5.316384E+04, 5.373809E+04, 5.431545E+04, 5.489592E+04, 5.547950E+04, 5.606618E+04, 5.665598E+04, 5.724889E+04, 5.784490E+04, 5.844404E+04, 5.904628E+04, 5.965163E+04, 6.026010E+04, 6.087168E+04, 6.148638E+04, 6.210419E+04, 6.272512E+04, 6.334916E+04, 6.397632E+04, 6.460660E+04, 6.523999E+04, 6.587651E+04, 6.651614E+04, 6.715889E+04, 6.780476E+04, 6.845375E+04, 6.910586E+04, 6.976109E+04, 7.041945E+04, 7.108092E+04, 7.174552E+04, 7.241325E+04, 7.308409E+04, 7.375806E+04, 7.443516E+04, 7.511538E+04, 7.579873E+04, 7.648521E+04, 7.717481E+04, 7.786754E+04, 7.856339E+04, 7.926238E+04, 7.996449E+04, 8.066974E+04, 8.137812E+04, 8.208962E+04, 8.280426E+04, 8.352203E+04, 8.424293E+04, 8.496696E+04, 8.569413E+04, 8.642443E+04, 8.715787E+04, 8.789444E+04, 8.863415E+04, 8.937699E+04, 9.012297E+04, 9.087209E+04, 9.162434E+04, 9.237974E+04, 9.313827E+04, 9.389994E+04, 9.466475E+04, 9.543270E+04, 9.620379E+04, 9.697802E+04, 9.775540E+04, 9.853591E+04, 9.931957E+04, 1.001064E+05, 1.008963E+05, 1.016894E+05, 1.024856E+05, 1.032850E+05, 1.040876E+05, 1.048932E+05, 1.057021E+05, 1.065140E+05, 1.073291E+05, 1.081474E+05, 1.089688E+05, 1.097934E+05, 1.106211E+05, 1.114520E+05, 1.122860E+05, 1.131232E+05, 1.139635E+05, 1.148070E+05, 1.156536E+05, 1.165034E+05, 1.173563E+05, 1.182124E+05, 1.190717E+05, 1.199341E+05, 1.207996E+05, 1.216684E+05, 1.225402E+05, 1.234153E+05, 1.242935E+05, 1.251748E+05, 1.260593E+05, 1.269470E+05, 1.278378E+05, 1.287318E+05, 1.296290E+05, 1.305293E+05, 1.314328E+05, 1.323394E+05, 1.332493E+05, 1.341622E+05, 1.350784E+05, 1.359977E+05, 1.369202E+05, 1.378458E+05, 1.387746E+05, 1.397066E+05, 1.406417E+05, 1.415800E+05, 1.425215E+05, 1.434662E+05, 1.444140E+05, 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2.210252E+05, 2.222060E+05, 2.233900E+05, 2.245771E+05, 2.257675E+05, 2.269611E+05, 2.281579E+05, 2.293580E+05, 2.305612E+05, 2.317677E+05, 2.329773E+05, 2.341902E+05, 2.354063E+05, 2.366257E+05, 2.378482E+05, 2.390740E+05, 2.403030E+05, 2.415351E+05, 2.427706E+05, 2.440092E+05, 2.452511E+05, 2.464961E+05, 2.477444E+05, 2.489960E+05, 2.502507E+05, 2.515087E+05, 2.527699E+05, 2.540343E+05, 2.553019E+05, 2.565728E+05, 2.578469E+05, 2.591242E+05, 2.604048E+05, 2.616885E+05, 2.629756E+05, 2.642658E+05, 2.655593E+05, 2.668560E+05, 2.681559E+05, 2.694590E+05, 2.707654E+05, 2.720750E+05, 2.733879E+05, 2.747040E+05, 2.760233E+05, 2.773458E+05, 2.786716E+05, 2.800007E+05, 2.813329E+05, 2.826684E+05, 2.840071E+05, 2.853491E+05, 2.866943E+05, 2.880427E+05, 2.893944E+05, 2.907493E+05, 2.921075E+05, 2.934689E+05, 2.948335E+05, 2.962014E+05, 2.975725E+05, 2.989469E+05, 3.003245E+05, 3.017054E+05, 3.030895E+05, 3.044768E+05, 3.058674E+05, 3.072612E+05, 3.086583E+05, 3.100586E+05, 3.114622E+05, 3.128690E+05, 3.142791E+05, 3.156924E+05, 3.171090E+05, 3.185288E+05, 3.199518E+05, 3.213781E+05, 3.228077E+05, 3.242405E+05, 3.256766E+05, 3.271159E+05, 3.285585E+05, 3.300043E+05, 3.314533E+05, 3.329057E+05, 3.343613E+05, 3.358201E+05, 3.372822E+05, 3.387475E+05, 3.402162E+05, 3.416880E+05, 3.431631E+05, 3.446415E+05, 3.461232E+05, 3.476080E+05, 3.490962E+05, 3.505876E+05, 3.520823E+05, 3.535802E+05, 3.550814E+05, 3.565859E+05, 3.580936E+05, 3.596046E+05, 3.611188E+05, 3.626363E+05, 3.641571E+05, 3.656811E+05, 3.672084E+05, 3.687390E+05, 3.702728E+05, 3.718099E+05, 3.733503E+05, 3.748939E+05, 3.764408E+05, 3.779909E+05, 3.795444E+05, 3.811011E+05, 3.826610E+05, 3.842243E+05, 3.857908E+05, 3.873605E+05, 3.889336E+05, 3.905099E+05, 3.920895E+05, 3.936723E+05, 3.952585E+05, 3.968479E+05, 3.984405E+05, 4.000365E+05, 4.016357E+05, 4.032382E+05, 4.048440E+05, 4.064530E+05, 4.080653E+05, 4.096809E+05, 4.112998E+05, 4.129219E+05, 4.145473E+05, 4.161760E+05, 4.178080E+05, ]) # ============================ M = 19, I = 1 ============================ M = 19 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.780202E+00, 3.459814E+01, 6.886101E+01, 1.031256E+02, 1.373913E+02, 1.716581E+02, 2.059274E+02, 2.402055E+02, 2.745116E+02, 3.088855E+02, 3.433914E+02, 3.781174E+02, 4.131712E+02, 4.486745E+02, 4.847572E+02, 5.215528E+02, 5.591949E+02, 5.978148E+02, 6.375401E+02, 6.784938E+02, 7.207945E+02, 7.645562E+02, 8.098888E+02, 8.568982E+02, 9.056873E+02, 9.563560E+02, 1.009002E+03, 1.063721E+03, 1.120607E+03, 1.179754E+03, 1.241254E+03, 1.305199E+03, 1.371681E+03, 1.440792E+03, 1.512625E+03, 1.587273E+03, 1.664829E+03, 1.745388E+03, 1.829046E+03, 1.915899E+03, 2.006046E+03, 2.099587E+03, 2.196622E+03, 2.297254E+03, 2.401588E+03, 2.509729E+03, 2.621785E+03, 2.737866E+03, 2.858084E+03, 2.982552E+03, 3.111386E+03, 3.244704E+03, 3.382625E+03, 3.525272E+03, 3.672768E+03, 3.825240E+03, 3.982817E+03, 4.145629E+03, 4.313809E+03, 4.487494E+03, 4.666820E+03, 4.851929E+03, 5.042963E+03, 5.240067E+03, 5.443389E+03, 5.653080E+03, 5.869291E+03, 6.092178E+03, 6.321899E+03, 6.558615E+03, 6.802488E+03, 7.053684E+03, 7.312372E+03, 7.578722E+03, 7.852909E+03, 8.135109E+03, 8.425501E+03, 8.724268E+03, 9.031594E+03, 9.347667E+03, 9.672678E+03, 1.000682E+04, 1.035029E+04, 1.070329E+04, 1.106602E+04, 1.143868E+04, 1.182148E+04, 1.221464E+04, 1.261837E+04, 1.303288E+04, 1.345841E+04, 1.389516E+04, 1.434336E+04, 1.480326E+04, 1.527508E+04, 1.575905E+04, 1.625542E+04, 1.676443E+04, 1.728632E+04, 1.782135E+04, 1.836977E+04, 1.893183E+04, 1.950779E+04, 2.009792E+04, 2.070248E+04, 2.132175E+04, 2.195599E+04, 2.260549E+04, 2.327051E+04, 2.395136E+04, 2.464831E+04, 2.536165E+04, 2.609169E+04, 2.683871E+04, 2.760303E+04, 2.838494E+04, 2.918476E+04, 3.000279E+04, 3.083937E+04, 3.169480E+04, 3.256941E+04, 3.346354E+04, 3.437750E+04, 3.531165E+04, 3.626631E+04, 3.724184E+04, 3.823858E+04, 3.925688E+04, 4.029710E+04, 4.135961E+04, 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4.111849E+06, 4.155864E+06, 4.200258E+06, 4.245033E+06, 4.290192E+06, 4.335736E+06, 4.381670E+06, 4.427994E+06, 4.474712E+06, 4.521826E+06, 4.569339E+06, 4.617253E+06, 4.665571E+06, 4.714295E+06, 4.763429E+06, 4.812974E+06, 4.862933E+06, 4.913309E+06, 4.964104E+06, 5.015322E+06, 5.066964E+06, 5.119034E+06, 5.171534E+06, 5.224466E+06, 5.277834E+06, 5.331641E+06, 5.385888E+06, 5.440579E+06, 5.495717E+06, 5.551303E+06, 5.607342E+06, 5.663835E+06, 5.720786E+06, 5.778197E+06, 5.836072E+06, 5.894412E+06, 5.953221E+06, 6.012502E+06, 6.072258E+06, 6.132490E+06, 6.193204E+06, 6.254400E+06, 6.316083E+06, 6.378254E+06, 6.440918E+06, 6.504076E+06, 6.567733E+06, 6.631890E+06, 6.696552E+06, 6.761720E+06, 6.827398E+06, 6.893589E+06, 6.960296E+06, 7.027521E+06, 7.095269E+06, 7.163542E+06, 7.232344E+06, 7.301676E+06, 7.371543E+06, 7.441947E+06, 7.512892E+06, 7.584381E+06, 7.656417E+06, 7.729003E+06, 7.802143E+06, 7.875839E+06, 7.950094E+06, 8.024913E+06, 8.100298E+06, 8.176252E+06, 8.252779E+06, 8.329882E+06, 8.407564E+06, 8.485828E+06, 8.564679E+06, 8.644118E+06, 8.724151E+06, 8.804779E+06, 8.886006E+06, 8.967836E+06, 9.050272E+06, 9.133318E+06, 9.216976E+06, 9.301250E+06, 9.386144E+06, 9.471662E+06, 9.557806E+06, ]) # ============================ M = 19, I = 2 ============================ M = 19 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.865517E+00, 3.545661E+01, 7.057806E+01, 1.057012E+02, 1.408255E+02, 1.759510E+02, 2.110790E+02, 2.462161E+02, 2.813824E+02, 3.166189E+02, 3.519921E+02, 3.875931E+02, 4.235331E+02, 4.599380E+02, 4.969421E+02, 5.346834E+02, 5.733001E+02, 6.129279E+02, 6.536991E+02, 6.957409E+02, 7.391762E+02, 7.841231E+02, 8.306953E+02, 8.790027E+02, 9.291517E+02, 9.812459E+02, 1.035387E+03, 1.091673E+03, 1.150202E+03, 1.211071E+03, 1.274377E+03, 1.340213E+03, 1.408676E+03, 1.479861E+03, 1.553863E+03, 1.630781E+03, 1.710709E+03, 1.793747E+03, 1.879994E+03, 1.969551E+03, 2.062518E+03, 2.159000E+03, 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3.554367E+06, 3.593831E+06, 3.633648E+06, 3.673819E+06, 3.714347E+06, 3.755234E+06, 3.796483E+06, 3.838096E+06, 3.880075E+06, 3.922424E+06, 3.965144E+06, 4.008238E+06, 4.051708E+06, 4.095557E+06, 4.139788E+06, 4.184402E+06, 4.229403E+06, 4.274793E+06, 4.320574E+06, 4.366750E+06, 4.413321E+06, 4.460293E+06, 4.507666E+06, 4.555443E+06, 4.603627E+06, 4.652221E+06, 4.701227E+06, 4.750648E+06, 4.800487E+06, 4.850746E+06, 4.901427E+06, 4.952535E+06, 5.004070E+06, 5.056037E+06, 5.108438E+06, 5.161275E+06, 5.214551E+06, 5.268270E+06, 5.322433E+06, 5.377043E+06, 5.432104E+06, 5.487619E+06, 5.543589E+06, 5.600018E+06, 5.656910E+06, 5.714265E+06, 5.772088E+06, 5.830381E+06, 5.889148E+06, 5.948391E+06, 6.008113E+06, 6.068316E+06, 6.129005E+06, 6.190182E+06, 6.251850E+06, 6.314011E+06, 6.376669E+06, 6.439828E+06, 6.503489E+06, 6.567656E+06, 6.632332E+06, 6.697520E+06, 6.763223E+06, 6.829444E+06, 6.896187E+06, 6.963454E+06, 7.031248E+06, 7.099573E+06, 7.168432E+06, 7.237828E+06, 7.307764E+06, 7.378244E+06, 7.449269E+06, 7.520845E+06, 7.592974E+06, 7.665658E+06, 7.738902E+06, 7.812709E+06, 7.887082E+06, 7.962024E+06, 8.037539E+06, 8.113629E+06, 8.190299E+06, 8.267551E+06, 8.345389E+06, 8.423817E+06, 8.502837E+06, 8.582453E+06, 8.662668E+06, 8.743487E+06, 8.824912E+06, 8.906946E+06, 8.989594E+06, 9.072858E+06, 9.156743E+06, 9.241251E+06, 9.326386E+06, 9.412153E+06, 9.498553E+06, 9.585591E+06, 9.673271E+06, 9.761596E+06, 9.850569E+06, 9.940194E+06, ]) # ============================ M = 19, I = 3 ============================ M = 19 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 7.582380E+00, 6.941748E+01, 1.381645E+02, 2.069148E+02, 2.756674E+02, 3.444226E+02, 4.131837E+02, 4.819679E+02, 5.508238E+02, 6.198474E+02, 6.891890E+02, 7.590487E+02, 8.296653E+02, 9.013034E+02, 9.742411E+02, 1.048760E+03, 1.125140E+03, 1.203653E+03, 1.284562E+03, 1.368119E+03, 1.454568E+03, 1.544141E+03, 1.637064E+03, 1.733553E+03, 1.833821E+03, 1.938071E+03, 2.046505E+03, 2.159322E+03, 2.276716E+03, 2.398882E+03, 2.526012E+03, 2.658299E+03, 2.795935E+03, 2.939114E+03, 3.088030E+03, 3.242880E+03, 3.403860E+03, 3.571173E+03, 3.745020E+03, 3.925607E+03, 4.113143E+03, 4.307840E+03, 4.509913E+03, 4.719580E+03, 4.937065E+03, 5.162594E+03, 5.396397E+03, 5.638710E+03, 5.889771E+03, 6.149823E+03, 6.419115E+03, 6.697898E+03, 6.986429E+03, 7.284971E+03, 7.593789E+03, 7.913154E+03, 8.243344E+03, 8.584638E+03, 8.937324E+03, 9.301692E+03, 9.678039E+03, 1.006667E+04, 1.046788E+04, 1.088200E+04, 1.130933E+04, 1.175020E+04, 1.220495E+04, 1.267390E+04, 1.315739E+04, 1.365577E+04, 1.416939E+04, 1.469861E+04, 1.524379E+04, 1.580530E+04, 1.638352E+04, 1.697881E+04, 1.759158E+04, 1.822222E+04, 1.887111E+04, 1.953868E+04, 2.022532E+04, 2.093146E+04, 2.165752E+04, 2.240393E+04, 2.317113E+04, 2.395956E+04, 2.476967E+04, 2.560192E+04, 2.645676E+04, 2.733468E+04, 2.823614E+04, 2.916163E+04, 3.011164E+04, 3.108666E+04, 3.208721E+04, 3.311378E+04, 3.416690E+04, 3.524710E+04, 3.635490E+04, 3.749085E+04, 3.865549E+04, 3.984937E+04, 4.107307E+04, 4.232713E+04, 4.361215E+04, 4.492871E+04, 4.627739E+04, 4.765881E+04, 4.907355E+04, 5.052224E+04, 5.200550E+04, 5.352397E+04, 5.507827E+04, 5.666905E+04, 5.829698E+04, 5.996270E+04, 6.166690E+04, 6.341025E+04, 6.519343E+04, 6.701714E+04, 6.888209E+04, 7.078898E+04, 7.273854E+04, 7.473150E+04, 7.676859E+04, 7.885055E+04, 8.097815E+04, 8.315215E+04, 8.537331E+04, 8.764243E+04, 8.996028E+04, 9.232767E+04, 9.474540E+04, 9.721430E+04, 9.973518E+04, 1.023089E+05, 1.049363E+05, 1.076182E+05, 1.103554E+05, 1.131490E+05, 1.159996E+05, 1.189084E+05, 1.218760E+05, 1.249034E+05, 1.279917E+05, 1.311416E+05, 1.343541E+05, 1.376302E+05, 1.409709E+05, 1.443771E+05, 1.478497E+05, 1.513898E+05, 1.549984E+05, 1.586765E+05, 1.624250E+05, 1.662451E+05, 1.701378E+05, 1.741040E+05, 1.781450E+05, 1.822617E+05, 1.864552E+05, 1.907266E+05, 1.950771E+05, 1.995076E+05, 2.040195E+05, 2.086137E+05, 2.132915E+05, 2.180539E+05, 2.229022E+05, 2.278375E+05, 2.328610E+05, 2.379740E+05, 2.431775E+05, 2.484729E+05, 2.538614E+05, 2.593442E+05, 2.649225E+05, 2.705977E+05, 2.763710E+05, 2.822436E+05, 2.882170E+05, 2.942923E+05, 3.004710E+05, 3.067542E+05, 3.131435E+05, 3.196401E+05, 3.262454E+05, 3.329608E+05, 3.397876E+05, 3.467273E+05, 3.537812E+05, 3.609509E+05, 3.682376E+05, 3.756429E+05, 3.831683E+05, 3.908151E+05, 3.985848E+05, 4.064790E+05, 4.144992E+05, 4.226467E+05, 4.309233E+05, 4.393303E+05, 4.478695E+05, 4.565422E+05, 4.653500E+05, 4.742947E+05, 4.833776E+05, 4.926005E+05, 5.019650E+05, 5.114725E+05, 5.211250E+05, 5.309238E+05, 5.408707E+05, 5.509674E+05, 5.612156E+05, 5.716169E+05, 5.821730E+05, 5.928856E+05, 6.037565E+05, 6.147873E+05, 6.259799E+05, 6.373360E+05, 6.488573E+05, 6.605457E+05, 6.724028E+05, 6.844305E+05, 6.966306E+05, 7.090048E+05, 7.215552E+05, 7.342833E+05, 7.471912E+05, 7.602807E+05, 7.735535E+05, 7.870117E+05, 8.006570E+05, 8.144914E+05, 8.285168E+05, 8.427350E+05, 8.571480E+05, 8.717578E+05, 8.865662E+05, 9.015752E+05, 9.167868E+05, 9.322030E+05, 9.478256E+05, 9.636567E+05, 9.796983E+05, 9.959524E+05, 1.012421E+06, 1.029106E+06, 1.046010E+06, 1.063134E+06, 1.080480E+06, 1.098052E+06, 1.115850E+06, 1.133876E+06, 1.152134E+06, 1.170624E+06, 1.189350E+06, 1.208312E+06, 1.227514E+06, 1.246957E+06, 1.266643E+06, 1.286575E+06, 1.306754E+06, 1.327183E+06, 1.347864E+06, 1.368799E+06, 1.389990E+06, 1.411439E+06, 1.433149E+06, 1.455121E+06, 1.477358E+06, 1.499862E+06, 1.522635E+06, 1.545679E+06, 1.568997E+06, 1.592591E+06, 1.616462E+06, 1.640613E+06, 1.665047E+06, 1.689764E+06, 1.714769E+06, 1.740062E+06, 1.765647E+06, 1.791524E+06, 1.817698E+06, 1.844168E+06, 1.870939E+06, 1.898012E+06, 1.925389E+06, 1.953073E+06, 1.981066E+06, 2.009369E+06, 2.037986E+06, 2.066918E+06, 2.096169E+06, 2.125739E+06, 2.155631E+06, 2.185848E+06, 2.216391E+06, 2.247264E+06, 2.278467E+06, 2.310004E+06, 2.341876E+06, 2.374087E+06, 2.406637E+06, 2.439530E+06, 2.472768E+06, 2.506352E+06, 2.540285E+06, 2.574569E+06, 2.609207E+06, 2.644201E+06, 2.679552E+06, 2.715264E+06, 2.751338E+06, 2.787776E+06, 2.824582E+06, 2.861756E+06, 2.899302E+06, 2.937221E+06, 2.975516E+06, 3.014188E+06, 3.053241E+06, 3.092676E+06, 3.132495E+06, 3.172700E+06, 3.213295E+06, 3.254280E+06, 3.295659E+06, 3.337433E+06, 3.379604E+06, 3.422175E+06, 3.465148E+06, 3.508525E+06, 3.588605E+06, 3.634638E+06, 3.681144E+06, 3.728129E+06, 3.775596E+06, 3.823548E+06, 3.871989E+06, 3.920923E+06, 3.970354E+06, 4.020285E+06, 4.070721E+06, 4.121665E+06, 4.173122E+06, 4.225094E+06, 4.277586E+06, 4.330602E+06, 4.384146E+06, 4.438222E+06, 4.492834E+06, 4.547986E+06, 4.603681E+06, 4.659924E+06, 4.716720E+06, 4.774071E+06, 4.831983E+06, 4.890459E+06, 4.949503E+06, 5.009120E+06, 5.069314E+06, 5.130090E+06, 5.191450E+06, 5.253400E+06, 5.315944E+06, 5.379087E+06, 5.442832E+06, 5.507183E+06, 5.572146E+06, 5.637725E+06, 5.703924E+06, 5.770747E+06, 5.838199E+06, 5.906285E+06, 5.975009E+06, 6.044375E+06, 6.114388E+06, 6.185052E+06, 6.256373E+06, 6.328355E+06, 6.401002E+06, 6.474319E+06, 6.548311E+06, 6.622982E+06, 6.698338E+06, 6.774382E+06, 6.851120E+06, 6.928556E+06, 7.006696E+06, 7.085544E+06, 7.165105E+06, 7.245383E+06, 7.326384E+06, 7.408114E+06, 7.490575E+06, 7.573774E+06, 7.657716E+06, 7.742405E+06, 7.827847E+06, 7.914047E+06, 8.001009E+06, 8.088739E+06, 8.177243E+06, 8.266524E+06, 8.356589E+06, 8.447442E+06, 8.539089E+06, 8.631535E+06, 8.724786E+06, 8.818846E+06, 8.913720E+06, 9.009416E+06, 9.105936E+06, 9.203288E+06, 9.301476E+06, 9.400506E+06, 9.500384E+06, 9.601114E+06, 9.702702E+06, 9.805155E+06, 9.908477E+06, 1.001267E+07, 1.011775E+07, 1.022372E+07, 1.033057E+07, 1.043832E+07, 1.054698E+07, 1.065655E+07, 1.076703E+07, 1.087843E+07, 1.099076E+07, 1.110402E+07, 1.121821E+07, 1.133336E+07, 1.144945E+07, 1.156650E+07, 1.168450E+07, 1.180348E+07, 1.192343E+07, 1.204436E+07, 1.216628E+07, 1.228919E+07, 1.241310E+07, 1.253801E+07, 1.266393E+07, 1.279086E+07, 1.291883E+07, 1.304782E+07, 1.317784E+07, 1.330891E+07, 1.344102E+07, 1.357419E+07, 1.370842E+07, 1.384372E+07, 1.398009E+07, 1.411754E+07, 1.425607E+07, 1.439570E+07, 1.453643E+07, 1.467826E+07, 1.482121E+07, 1.496528E+07, 1.511047E+07, 1.525680E+07, 1.540426E+07, 1.555287E+07, 1.570263E+07, 1.585355E+07, 1.600564E+07, 1.615890E+07, 1.631334E+07, 1.646897E+07, 1.662579E+07, 1.678381E+07, 1.694304E+07, 1.710349E+07, 1.726515E+07, 1.742805E+07, 1.759218E+07, 1.775755E+07, 1.792417E+07, 1.809205E+07, 1.826120E+07, 1.843162E+07, 1.860331E+07, 1.877629E+07, 1.895057E+07, 1.912614E+07, 1.930302E+07, 1.948122E+07, 1.966074E+07, 1.984160E+07, 2.002378E+07, 2.020732E+07, 2.039221E+07, 2.057846E+07, 2.076607E+07, ]) # ============================ M = 19, I = 4 ============================ M = 19 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.529447E+01, 1.401402E+02, 2.789395E+02, 4.177455E+02, 5.565562E+02, 6.953716E+02, 8.341968E+02, 9.730580E+02, 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2.093071E+07, 2.114608E+07, 2.136322E+07, 2.158216E+07, 2.180290E+07, 2.202546E+07, 2.224984E+07, 2.247606E+07, 2.270413E+07, 2.293406E+07, 2.316586E+07, 2.339955E+07, 2.363513E+07, 2.387261E+07, 2.411202E+07, 2.435335E+07, 2.459663E+07, 2.484186E+07, 2.508905E+07, 2.533822E+07, 2.558939E+07, 2.584255E+07, 2.609773E+07, 2.635493E+07, 2.661417E+07, 2.687546E+07, 2.713882E+07, 2.740424E+07, 2.767176E+07, 2.794137E+07, 2.821310E+07, 2.848695E+07, 2.876294E+07, 2.904108E+07, 2.932138E+07, 2.960385E+07, 2.988852E+07, 3.017538E+07, 3.046446E+07, 3.075576E+07, 3.104931E+07, 3.134510E+07, 3.164317E+07, 3.194351E+07, 3.224614E+07, 3.255108E+07, 3.285834E+07, 3.316793E+07, 3.347987E+07, 3.379416E+07, 3.411083E+07, 3.442988E+07, 3.475134E+07, 3.507520E+07, 3.540150E+07, 3.573023E+07, 3.606142E+07, 3.639508E+07, 3.673122E+07, 3.706985E+07, 3.741100E+07, 3.775467E+07, 3.810088E+07, 3.844965E+07, 3.880098E+07, 3.915489E+07, 3.951140E+07, ]) # ============================ M = 19, I = 5 ============================ M = 19 I = 5 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.005051E+00, 3.686005E+01, 7.338506E+01, 1.099117E+02, 1.464397E+02, 1.829688E+02, 2.195007E+02, 2.560429E+02, 2.926176E+02, 3.292702E+02, 3.660732E+02, 4.031251E+02, 4.405455E+02, 4.784689E+02, 5.170384E+02, 5.564004E+02, 5.967014E+02, 6.380847E+02, 6.806897E+02, 7.246508E+02, 7.700975E+02, 8.171539E+02, 8.659401E+02, 9.165718E+02, 9.691612E+02, 1.023818E+03, 1.080648E+03, 1.139757E+03, 1.201248E+03, 1.265224E+03, 1.331785E+03, 1.401034E+03, 1.473072E+03, 1.547999E+03, 1.625918E+03, 1.706932E+03, 1.791144E+03, 1.878659E+03, 1.969582E+03, 2.064022E+03, 2.162086E+03, 2.263885E+03, 2.369532E+03, 2.479140E+03, 2.592826E+03, 2.710706E+03, 2.832901E+03, 2.959534E+03, 3.090727E+03, 3.226609E+03, 3.367306E+03, 3.512952E+03, 3.663678E+03, 3.819621E+03, 3.980920E+03, 4.147715E+03, 4.320150E+03, 4.498370E+03, 4.682524E+03, 4.872764E+03, 5.069243E+03, 5.272119E+03, 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4.712138E+06, 4.762323E+06, 4.812937E+06, 4.863984E+06, 4.915465E+06, 4.967384E+06, 5.019745E+06, 5.072548E+06, 5.125798E+06, 5.179498E+06, 5.233650E+06, 5.288256E+06, 5.343321E+06, 5.398846E+06, 5.454835E+06, 5.511291E+06, 5.568216E+06, 5.625614E+06, 5.683488E+06, 5.741840E+06, 5.800674E+06, 5.859992E+06, 5.919797E+06, 5.980094E+06, 6.040884E+06, 6.102170E+06, 6.163957E+06, 6.226246E+06, 6.289042E+06, 6.352346E+06, 6.416163E+06, 6.480495E+06, 6.545345E+06, 6.610717E+06, 6.676614E+06, 6.743039E+06, 6.809995E+06, 6.877486E+06, 6.945514E+06, 7.014084E+06, 7.083197E+06, 7.152858E+06, 7.223070E+06, 7.293836E+06, 7.365159E+06, 7.437043E+06, 7.509491E+06, 7.582506E+06, 7.656092E+06, 7.730252E+06, 7.804990E+06, 7.880308E+06, 7.956211E+06, 8.032702E+06, 8.109784E+06, 8.187461E+06, 8.265736E+06, 8.344612E+06, 8.424094E+06, 8.504184E+06, 8.584886E+06, 8.666205E+06, 8.748142E+06, 8.830703E+06, 8.913890E+06, 8.997707E+06, 9.082158E+06, 9.167246E+06, 9.252975E+06, 9.339349E+06, 9.426371E+06, 9.514045E+06, 9.602375E+06, 9.691364E+06, 9.781017E+06, 9.871336E+06, 9.962326E+06, 1.005399E+07, 1.014633E+07, 1.023936E+07, 1.033307E+07, 1.042747E+07, 1.052256E+07, 1.061835E+07, ]) # ============================ M = 19, I = 6 ============================ M = 19 I = 6 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 7.755956E+00, 7.116394E+01, 1.416576E+02, 2.121546E+02, 2.826540E+02, 3.531559E+02, 4.236640E+02, 4.941962E+02, 5.648028E+02, 6.355834E+02, 7.066934E+02, 7.783397E+02, 8.507692E+02, 9.242554E+02, 9.990858E+02, 1.075552E+03, 1.153943E+03, 1.234540E+03, 1.317616E+03, 1.403433E+03, 1.492242E+03, 1.584284E+03, 1.679794E+03, 1.778996E+03, 1.882108E+03, 1.989344E+03, 2.100913E+03, 2.217019E+03, 2.337866E+03, 2.463654E+03, 2.594584E+03, 2.730855E+03, 2.872666E+03, 3.020219E+03, 3.173715E+03, 3.333358E+03, 3.499354E+03, 3.671909E+03, 3.851235E+03, 4.037545E+03, 4.231056E+03, 4.431988E+03, 4.640564E+03, 4.857011E+03, 5.081561E+03, 5.314449E+03, 5.555914E+03, 5.806200E+03, 6.065555E+03, 6.334232E+03, 6.612489E+03, 6.900586E+03, 7.198792E+03, 7.507377E+03, 7.826619E+03, 8.156800E+03, 8.498205E+03, 8.851128E+03, 9.215866E+03, 9.592721E+03, 9.982001E+03, 1.038402E+04, 1.079910E+04, 1.122756E+04, 1.166973E+04, 1.212594E+04, 1.259655E+04, 1.308190E+04, 1.358233E+04, 1.409822E+04, 1.462991E+04, 1.517779E+04, 1.574224E+04, 1.632362E+04, 1.692234E+04, 1.753879E+04, 1.817337E+04, 1.882649E+04, 1.949856E+04, 2.019000E+04, 2.090124E+04, 2.163272E+04, 2.238486E+04, 2.315813E+04, 2.395297E+04, 2.476985E+04, 2.560923E+04, 2.647158E+04, 2.735738E+04, 2.826713E+04, 2.920132E+04, 3.016044E+04, 3.114501E+04, 3.215554E+04, 3.319256E+04, 3.425659E+04, 3.534818E+04, 3.646786E+04, 3.761620E+04, 3.879374E+04, 4.000106E+04, 4.123873E+04, 4.250734E+04, 4.380747E+04, 4.513972E+04, 4.650470E+04, 4.790302E+04, 4.933531E+04, 5.080218E+04, 5.230428E+04, 5.384226E+04, 5.541677E+04, 5.702846E+04, 5.867802E+04, 6.036611E+04, 6.209343E+04, 6.386067E+04, 6.566853E+04, 6.751772E+04, 6.940897E+04, 7.134301E+04, 7.332056E+04, 7.534239E+04, 7.740924E+04, 7.952188E+04, 8.168107E+04, 8.388762E+04, 8.614229E+04, 8.844591E+04, 9.079926E+04, 9.320318E+04, 9.565849E+04, 9.816603E+04, 1.007266E+05, 1.033412E+05, 1.060105E+05, 1.087355E+05, 1.115171E+05, 1.143561E+05, 1.172534E+05, 1.202101E+05, 1.232269E+05, 1.263048E+05, 1.294448E+05, 1.326478E+05, 1.359148E+05, 1.392467E+05, 1.426446E+05, 1.461094E+05, 1.496421E+05, 1.532438E+05, 1.569155E+05, 1.606581E+05, 1.644728E+05, 1.683606E+05, 1.723226E+05, 1.763598E+05, 1.804733E+05, 1.846643E+05, 1.889338E+05, 1.932830E+05, 1.977129E+05, 2.022248E+05, 2.068197E+05, 2.114989E+05, 2.162635E+05, 2.211147E+05, 2.260537E+05, 2.310816E+05, 2.361998E+05, 2.414095E+05, 2.467118E+05, 2.521080E+05, 2.575995E+05, 2.631874E+05, 2.688730E+05, 2.746578E+05, 2.805428E+05, 2.865296E+05, 2.926193E+05, 2.988134E+05, 3.051132E+05, 3.115200E+05, 3.180353E+05, 3.246604E+05, 3.313968E+05, 3.382458E+05, 3.452088E+05, 3.522873E+05, 3.594828E+05, 3.667966E+05, 3.742303E+05, 3.817854E+05, 3.894633E+05, 3.972655E+05, 4.051936E+05, 4.132491E+05, 4.214334E+05, 4.297483E+05, 4.381951E+05, 4.467756E+05, 4.554912E+05, 4.643437E+05, 4.733345E+05, 4.824653E+05, 4.917377E+05, 5.011535E+05, 5.107141E+05, 5.204214E+05, 5.302769E+05, 5.402824E+05, 5.504395E+05, 5.607500E+05, 5.712156E+05, 5.818380E+05, 5.926190E+05, 6.035603E+05, 6.146636E+05, 6.259308E+05, 6.373637E+05, 6.489640E+05, 6.607336E+05, 6.726742E+05, 6.847878E+05, 6.970761E+05, 7.095410E+05, 7.221843E+05, 7.350080E+05, 7.480139E+05, 7.612039E+05, 7.745799E+05, 7.881438E+05, 8.018976E+05, 8.158431E+05, 8.299824E+05, 8.443173E+05, 8.588499E+05, 8.735821E+05, 8.885159E+05, 9.036533E+05, 9.189962E+05, 9.345468E+05, 9.503069E+05, 9.662787E+05, 9.824642E+05, 9.988654E+05, 1.015484E+06, 1.032323E+06, 1.049384E+06, 1.066668E+06, 1.084179E+06, 1.101918E+06, 1.119887E+06, 1.138089E+06, 1.156525E+06, 1.175198E+06, 1.194109E+06, 1.213261E+06, 1.232657E+06, 1.252297E+06, 1.272185E+06, 1.292322E+06, 1.312711E+06, 1.333354E+06, 1.354253E+06, 1.375411E+06, 1.396828E+06, 1.418509E+06, 1.440454E+06, 1.462666E+06, 1.485148E+06, 1.507901E+06, 1.530928E+06, 1.554231E+06, 1.577812E+06, 1.601673E+06, 1.625817E+06, 1.650247E+06, 1.674963E+06, 1.699969E+06, 1.725267E+06, 1.750858E+06, 1.776746E+06, 1.802933E+06, 1.829420E+06, 1.856211E+06, 1.883307E+06, 1.910710E+06, 1.938424E+06, 1.966450E+06, 1.994790E+06, 2.023447E+06, 2.052424E+06, 2.081722E+06, 2.111343E+06, 2.141291E+06, 2.171567E+06, 2.202173E+06, 2.233113E+06, 2.264388E+06, 2.296000E+06, 2.327952E+06, 2.360247E+06, 2.392886E+06, 2.425871E+06, 2.459206E+06, 2.492892E+06, 2.526932E+06, 2.561327E+06, 2.596081E+06, 2.631196E+06, 2.666673E+06, 2.702516E+06, 2.738725E+06, 2.775305E+06, 2.812257E+06, 2.849583E+06, 2.887285E+06, 2.925367E+06, 2.963829E+06, 3.002675E+06, 3.041907E+06, 3.081526E+06, 3.121536E+06, 3.194474E+06, 3.236744E+06, 3.279462E+06, 3.322634E+06, 3.366262E+06, 3.410350E+06, 3.454902E+06, 3.499921E+06, 3.545412E+06, 3.591377E+06, 3.637821E+06, 3.684748E+06, 3.732160E+06, 3.780063E+06, 3.828460E+06, 3.877354E+06, 3.926750E+06, 3.976652E+06, 4.027063E+06, 4.077987E+06, 4.129428E+06, 4.181391E+06, 4.233879E+06, 4.286896E+06, 4.340447E+06, 4.394535E+06, 4.449164E+06, 4.504339E+06, 4.560063E+06, 4.616341E+06, 4.673177E+06, 4.730576E+06, 4.788540E+06, 4.847075E+06, 4.906185E+06, 4.965874E+06, 5.026146E+06, 5.087007E+06, 5.148459E+06, 5.210507E+06, 5.273156E+06, 5.336410E+06, 5.400274E+06, 5.464752E+06, 5.529848E+06, 5.595568E+06, 5.661915E+06, 5.728893E+06, 5.796509E+06, 5.864765E+06, 5.933667E+06, 6.003220E+06, 6.073427E+06, 6.144294E+06, 6.215826E+06, 6.288026E+06, 6.360901E+06, 6.434454E+06, 6.508690E+06, 6.583614E+06, 6.659232E+06, 6.735547E+06, 6.812565E+06, 6.890290E+06, 6.968728E+06, 7.047883E+06, 7.127761E+06, 7.208366E+06, 7.289704E+06, 7.371779E+06, 7.454596E+06, 7.538161E+06, 7.622479E+06, 7.707555E+06, 7.793393E+06, 7.880000E+06, 7.967380E+06, 8.055539E+06, 8.144481E+06, 8.234213E+06, 8.324739E+06, 8.416064E+06, 8.508195E+06, 8.601136E+06, 8.694893E+06, 8.789472E+06, 8.884877E+06, 8.981114E+06, 9.078189E+06, 9.176107E+06, 9.274874E+06, 9.374495E+06, 9.474976E+06, 9.576322E+06, 9.678540E+06, 9.781634E+06, 9.885611E+06, 9.990477E+06, 1.009624E+07, 1.020290E+07, 1.031046E+07, 1.041894E+07, 1.052833E+07, 1.063864E+07, 1.074989E+07, 1.086207E+07, 1.097519E+07, 1.108926E+07, 1.120428E+07, 1.132026E+07, 1.143720E+07, 1.155512E+07, 1.167401E+07, 1.179389E+07, 1.191475E+07, 1.203661E+07, 1.215948E+07, 1.228335E+07, 1.240823E+07, 1.253414E+07, 1.266107E+07, 1.278903E+07, 1.291804E+07, 1.304809E+07, 1.317919E+07, 1.331136E+07, 1.344458E+07, 1.357888E+07, 1.371426E+07, 1.385072E+07, 1.398828E+07, 1.412693E+07, 1.426669E+07, 1.440756E+07, 1.454954E+07, 1.469266E+07, 1.483690E+07, 1.498228E+07, 1.512881E+07, 1.527649E+07, 1.542533E+07, 1.557533E+07, 1.572651E+07, 1.587886E+07, 1.603241E+07, 1.618714E+07, 1.634308E+07, 1.650022E+07, 1.665858E+07, 1.681817E+07, 1.697898E+07, 1.714102E+07, 1.730431E+07, 1.746886E+07, 1.763465E+07, 1.780172E+07, 1.797006E+07, 1.813967E+07, 1.831058E+07, 1.848277E+07, 1.865628E+07, 1.883108E+07, 1.900721E+07, 1.918466E+07, 1.936345E+07, 1.954357E+07, 1.972504E+07, 1.990787E+07, 2.009206E+07, 2.027762E+07, 2.046455E+07, 2.065288E+07, 2.084259E+07, 2.103371E+07, 2.122624E+07, 2.142018E+07, 2.161555E+07, ]) # ============================ M = 19, I = 7 ============================ M = 19 I = 7 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.336812E+01, 2.145003E+02, 4.269898E+02, 6.394892E+02, 8.519958E+02, 1.064510E+03, 1.277039E+03, 1.489626E+03, 1.702394E+03, 1.915600E+03, 2.129653E+03, 2.345115E+03, 2.562668E+03, 2.783080E+03, 3.007171E+03, 3.235783E+03, 3.469754E+03, 3.709910E+03, 3.957053E+03, 4.211954E+03, 4.475359E+03, 4.747982E+03, 5.030513E+03, 5.323618E+03, 5.627943E+03, 5.944116E+03, 6.272749E+03, 6.614447E+03, 6.969801E+03, 7.339399E+03, 7.723823E+03, 8.123654E+03, 8.539472E+03, 8.971858E+03, 9.421396E+03, 9.888672E+03, 1.037428E+04, 1.087882E+04, 1.140289E+04, 1.194710E+04, 1.251209E+04, 1.309848E+04, 1.370690E+04, 1.433801E+04, 1.499247E+04, 1.567096E+04, 1.637415E+04, 1.710274E+04, 1.785744E+04, 1.863897E+04, 1.944807E+04, 2.028548E+04, 2.115195E+04, 2.204828E+04, 2.297523E+04, 2.393362E+04, 2.492426E+04, 2.594799E+04, 2.700564E+04, 2.809809E+04, 2.922620E+04, 3.039086E+04, 3.159299E+04, 3.283351E+04, 3.411336E+04, 3.543348E+04, 3.679485E+04, 3.819846E+04, 3.964531E+04, 4.113641E+04, 4.267282E+04, 4.425557E+04, 4.588575E+04, 4.756443E+04, 4.929273E+04, 5.107177E+04, 5.344084E+04, 5.534991E+04, 5.731404E+04, 5.933446E+04, 6.141238E+04, 6.354905E+04, 6.574575E+04, 6.800376E+04, 7.032438E+04, 7.270893E+04, 7.515876E+04, 7.767522E+04, 8.025971E+04, 8.291361E+04, 8.563835E+04, 8.843537E+04, 9.130612E+04, 9.425210E+04, 9.727478E+04, 1.003757E+05, 1.035564E+05, 1.068184E+05, 1.101634E+05, 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6.993618E+05, 7.146200E+05, 7.301459E+05, 7.459432E+05, 7.620154E+05, 7.783661E+05, 7.949989E+05, 8.119176E+05, 8.291259E+05, 8.466275E+05, 8.644262E+05, 8.825258E+05, 9.009302E+05, 9.196432E+05, 9.386688E+05, 9.580108E+05, 9.776733E+05, 9.976603E+05, 1.017976E+06, 1.038624E+06, 1.059609E+06, 1.080935E+06, 1.102605E+06, 1.124626E+06, 1.146999E+06, 1.169731E+06, 1.192824E+06, 1.216284E+06, 1.240115E+06, 1.264322E+06, 1.288908E+06, 1.313878E+06, 1.339238E+06, 1.364990E+06, 1.391141E+06, 1.417695E+06, 1.444656E+06, 1.472029E+06, 1.499818E+06, 1.528030E+06, 1.556668E+06, 1.585737E+06, 1.615243E+06, 1.645189E+06, 1.675582E+06, 1.706427E+06, 1.737727E+06, 1.769489E+06, 1.801717E+06, 1.834417E+06, 1.867594E+06, 1.901254E+06, 1.935400E+06, 1.970040E+06, 2.005177E+06, 2.040818E+06, 2.076968E+06, 2.113633E+06, 2.150818E+06, 2.188528E+06, 2.226770E+06, 2.265548E+06, 2.304870E+06, 2.344739E+06, 2.385163E+06, 2.426146E+06, 2.467696E+06, 2.509817E+06, 2.552515E+06, 2.595798E+06, 2.639669E+06, 2.684137E+06, 2.729206E+06, 2.774884E+06, 2.821175E+06, 2.868087E+06, 2.915626E+06, 2.963798E+06, 3.012609E+06, 3.062066E+06, 3.112175E+06, 3.162942E+06, 3.214376E+06, 3.266481E+06, 3.319264E+06, 3.372733E+06, 3.426894E+06, 3.481753E+06, 3.537318E+06, 3.593595E+06, 3.650591E+06, 3.708314E+06, 3.766770E+06, 3.825965E+06, 3.885909E+06, 3.946606E+06, 4.008066E+06, 4.070294E+06, 4.133298E+06, 4.197085E+06, 4.261664E+06, 4.327040E+06, 4.393222E+06, 4.460217E+06, 4.528033E+06, 4.596677E+06, 4.666157E+06, 4.736481E+06, 4.807656E+06, 4.879690E+06, 4.952591E+06, 5.026366E+06, 5.101025E+06, 5.176574E+06, 5.253023E+06, 5.330378E+06, 5.408648E+06, 5.487841E+06, 5.567966E+06, 5.649030E+06, 5.731042E+06, 5.814011E+06, 5.897944E+06, 5.982851E+06, 6.068740E+06, 6.155619E+06, 6.243497E+06, 6.332383E+06, 6.422285E+06, 6.513213E+06, 6.605174E+06, 6.698179E+06, 6.792235E+06, 6.887353E+06, 6.983540E+06, 7.080806E+06, 7.179161E+06, 7.278613E+06, 7.379171E+06, 7.480846E+06, 7.583646E+06, 7.687580E+06, 7.792659E+06, 7.898891E+06, 8.006287E+06, 8.114856E+06, 8.224607E+06, 8.335551E+06, 8.447697E+06, 8.561054E+06, 8.675634E+06, 8.791445E+06, 8.908499E+06, 9.026804E+06, 9.146371E+06, 9.267211E+06, 9.389333E+06, 9.512747E+06, 9.637465E+06, 9.763496E+06, 9.890852E+06, 1.001954E+07, 1.014958E+07, 1.028097E+07, 1.041372E+07, 1.054786E+07, 1.068338E+07, 1.082030E+07, 1.095863E+07, 1.109838E+07, 1.123956E+07, 1.138219E+07, 1.152627E+07, 1.167181E+07, 1.181883E+07, 1.196734E+07, 1.211735E+07, 1.226887E+07, 1.242191E+07, 1.257648E+07, 1.273260E+07, 1.289028E+07, 1.304952E+07, 1.321034E+07, 1.337276E+07, 1.353678E+07, 1.370242E+07, 1.386969E+07, 1.403859E+07, 1.420915E+07, 1.438138E+07, 1.455528E+07, 1.473087E+07, 1.490816E+07, 1.508716E+07, 1.526790E+07, 1.545037E+07, 1.563460E+07, 1.582059E+07, 1.600835E+07, 1.619791E+07, 1.638927E+07, 1.658245E+07, 1.677746E+07, 1.697431E+07, 1.717301E+07, 1.737358E+07, 1.757604E+07, 1.778039E+07, 1.798665E+07, 1.819484E+07, 1.840496E+07, 1.861703E+07, 1.883106E+07, 1.904707E+07, 1.926507E+07, 1.948508E+07, 1.970710E+07, 1.993116E+07, 2.015726E+07, 2.038543E+07, 2.061567E+07, 2.084800E+07, 2.108243E+07, 2.131898E+07, 2.155767E+07, 2.179850E+07, 2.204150E+07, 2.228667E+07, 2.253403E+07, 2.278360E+07, 2.303539E+07, 2.328941E+07, 2.354569E+07, 2.380423E+07, 2.406506E+07, 2.432818E+07, 2.459361E+07, 2.486137E+07, 2.513148E+07, 2.540394E+07, 2.567877E+07, 2.595600E+07, 2.623563E+07, 2.651768E+07, 2.680217E+07, 2.708911E+07, 2.737852E+07, 2.767041E+07, 2.796481E+07, 2.826172E+07, 2.856117E+07, 2.886316E+07, 2.916773E+07, 2.947488E+07, 2.978462E+07, 3.009698E+07, 3.041198E+07, 3.072962E+07, 3.104993E+07, 3.137293E+07, 3.169862E+07, 3.202704E+07, 3.235818E+07, 3.269208E+07, 3.302875E+07, 3.336821E+07, 3.371047E+07, 3.405555E+07, 3.440347E+07, 3.475425E+07, 3.510790E+07, 3.546445E+07, 3.582391E+07, 3.618629E+07, 3.655162E+07, 3.691992E+07, 3.729120E+07, 3.766548E+07, 3.804278E+07, 3.842312E+07, 3.880652E+07, 3.919299E+07, 3.958256E+07, 3.997524E+07, 4.037105E+07, 4.077001E+07, 4.117214E+07, 4.157746E+07, 4.198598E+07, 4.239774E+07, 4.281274E+07, 4.323100E+07, 4.365256E+07, 4.407741E+07, 4.450559E+07, 4.493712E+07, 4.537200E+07, 4.581028E+07, 4.625195E+07, 4.669705E+07, 4.714560E+07, 4.759760E+07, 4.805310E+07, 4.851209E+07, 4.897461E+07, 4.944068E+07, 4.991031E+07, 5.038353E+07, 5.086036E+07, 5.134082E+07, 5.182492E+07, 5.231270E+07, 5.280417E+07, 5.329935E+07, 5.379826E+07, 5.430093E+07, 5.480738E+07, 5.531762E+07, 5.583168E+07, 5.634959E+07, 5.687136E+07, 5.739701E+07, 5.792657E+07, 5.846006E+07, 5.899750E+07, 5.953892E+07, 6.008433E+07, 6.063376E+07, 6.118723E+07, 6.174476E+07, ]) # ============================ M = 20, I = 1 ============================ M = 20 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.091112E+00, 1.549360E+01, 4.947083E+01, 9.209032E+01, 1.416481E+02, 1.975456E+02, 2.592508E+02, 3.262981E+02, 3.983025E+02, 4.749478E+02, 5.559711E+02, 6.411497E+02, 7.302924E+02, 8.232330E+02, 9.198262E+02, 1.019945E+03, 1.123478E+03, 1.230329E+03, 1.340419E+03, 1.453679E+03, 1.570059E+03, 1.689520E+03, 1.812039E+03, 1.937608E+03, 2.066231E+03, 2.197928E+03, 2.332729E+03, 2.470680E+03, 2.611837E+03, 2.756268E+03, 2.904053E+03, 3.055279E+03, 3.210047E+03, 3.368462E+03, 3.530641E+03, 3.696707E+03, 3.866791E+03, 4.041030E+03, 4.219569E+03, 4.402556E+03, 4.590148E+03, 4.782506E+03, 4.979796E+03, 5.182190E+03, 5.389863E+03, 5.602998E+03, 5.821779E+03, 6.046398E+03, 6.277050E+03, 6.513934E+03, 6.757255E+03, 7.007222E+03, 7.264050E+03, 7.527956E+03, 7.799164E+03, 8.077904E+03, 8.364407E+03, 8.658913E+03, 8.961665E+03, 9.272913E+03, 9.592910E+03, 9.921918E+03, 1.026020E+04, 1.060803E+04, 1.096569E+04, 1.133345E+04, 1.171161E+04, 1.210046E+04, 1.250031E+04, 1.291146E+04, 1.333423E+04, 1.376895E+04, 1.421594E+04, 1.467553E+04, 1.514808E+04, 1.563394E+04, 1.613346E+04, 1.664700E+04, 1.717496E+04, 1.771770E+04, 1.827562E+04, 1.884912E+04, 1.943861E+04, 2.004450E+04, 2.066722E+04, 2.130720E+04, 2.196489E+04, 2.264075E+04, 2.333522E+04, 2.404880E+04, 2.478195E+04, 2.553518E+04, 2.630898E+04, 2.710387E+04, 2.792037E+04, 2.875901E+04, 2.962035E+04, 3.050494E+04, 3.141335E+04, 3.234615E+04, 3.330394E+04, 3.428732E+04, 3.529691E+04, 3.633333E+04, 3.739722E+04, 3.848925E+04, 3.961006E+04, 4.076035E+04, 4.194080E+04, 4.315212E+04, 4.439502E+04, 4.567025E+04, 4.697855E+04, 4.832068E+04, 4.969741E+04, 5.110954E+04, 5.255787E+04, 5.404322E+04, 5.556644E+04, 5.712836E+04, 5.872987E+04, 6.037183E+04, 6.205516E+04, 6.378077E+04, 6.554959E+04, 6.736256E+04, 6.922067E+04, 7.112488E+04, 7.307621E+04, 7.507567E+04, 7.712430E+04, 7.922316E+04, 8.137331E+04, 8.357585E+04, 8.583190E+04, 8.814257E+04, 9.050902E+04, 9.293243E+04, 9.541396E+04, 9.795484E+04, 1.005563E+05, 1.032196E+05, 1.059459E+05, 1.087367E+05, 1.115931E+05, 1.145165E+05, 1.175083E+05, 1.205698E+05, 1.237025E+05, 1.269077E+05, 1.301869E+05, 1.335416E+05, 1.369731E+05, 1.404831E+05, 1.440730E+05, 1.477445E+05, 1.514990E+05, 1.553381E+05, 1.592636E+05, 1.632769E+05, 1.673799E+05, 1.715740E+05, 1.758612E+05, 1.802430E+05, 1.847213E+05, 1.892978E+05, 1.939743E+05, 1.987527E+05, 2.036347E+05, 2.086223E+05, 2.137174E+05, 2.189219E+05, 2.242376E+05, 2.296666E+05, 2.352109E+05, 2.408725E+05, 2.466534E+05, 2.525556E+05, 2.585813E+05, 2.647325E+05, 2.710114E+05, 2.774201E+05, 2.839608E+05, 2.906357E+05, 2.974470E+05, 3.043970E+05, 3.114879E+05, 3.187220E+05, 3.261016E+05, 3.336291E+05, 3.413067E+05, 3.491370E+05, 3.571222E+05, 3.652648E+05, 3.735672E+05, 3.820319E+05, 3.906614E+05, 3.994581E+05, 4.084247E+05, 4.175636E+05, 4.268774E+05, 4.363687E+05, 4.460401E+05, 4.558942E+05, 4.659337E+05, 4.761611E+05, 4.865793E+05, 4.971909E+05, 5.079986E+05, 5.190052E+05, 5.302133E+05, 5.416259E+05, 5.532455E+05, 5.650752E+05, 5.771176E+05, 5.893756E+05, 6.018521E+05, 6.145498E+05, 6.274718E+05, 6.406209E+05, 6.540000E+05, 6.676120E+05, 6.814599E+05, 6.955466E+05, 7.098750E+05, 7.244482E+05, 7.392691E+05, 7.543408E+05, 7.696662E+05, 7.852483E+05, 8.010902E+05, 8.171949E+05, 8.335655E+05, 8.502051E+05, 8.671166E+05, 8.843032E+05, 9.017680E+05, 9.195140E+05, 9.375443E+05, 9.558622E+05, 9.744705E+05, 9.933726E+05, 1.012572E+06, 1.032070E+06, 1.051872E+06, 1.071980E+06, 1.092398E+06, 1.113128E+06, 1.134173E+06, 1.155538E+06, 1.177224E+06, 1.199235E+06, 1.221575E+06, 1.244246E+06, 1.267252E+06, 1.290595E+06, 1.314280E+06, 1.338308E+06, 1.362684E+06, 1.387410E+06, 1.412489E+06, 1.437926E+06, 1.463722E+06, 1.489881E+06, 1.516406E+06, 1.543300E+06, 1.570568E+06, 1.598210E+06, 1.626231E+06, 1.654634E+06, 1.683422E+06, 1.712598E+06, 1.742165E+06, 1.772126E+06, 1.802485E+06, 1.833244E+06, 1.864407E+06, 1.895976E+06, 1.927955E+06, 1.960346E+06, 1.993154E+06, 2.026380E+06, 2.060027E+06, 2.094100E+06, 2.128600E+06, 2.163532E+06, 2.198897E+06, 2.234699E+06, 2.270940E+06, 2.307624E+06, 2.344754E+06, 2.382333E+06, 2.420362E+06, 2.458847E+06, 2.497788E+06, 2.537190E+06, 2.577054E+06, 2.617385E+06, 2.658184E+06, 2.699454E+06, 2.741199E+06, 2.783421E+06, 2.826123E+06, 2.869307E+06, 2.912976E+06, 2.957134E+06, 3.001782E+06, 3.046924E+06, 3.092562E+06, 3.138699E+06, 3.185337E+06, 3.232479E+06, 3.280128E+06, 3.328286E+06, 3.376956E+06, 3.426140E+06, 3.475841E+06, 3.526061E+06, 3.576804E+06, 3.628070E+06, 3.679864E+06, 3.732187E+06, 3.785042E+06, 3.838430E+06, 3.892355E+06, 3.946819E+06, 4.001824E+06, 4.057373E+06, 4.113467E+06, 4.170110E+06, 4.227302E+06, 4.285048E+06, 4.343348E+06, 4.402205E+06, 4.461621E+06, 4.521599E+06, 4.582140E+06, 4.643246E+06, 4.704921E+06, 4.767165E+06, 4.829981E+06, 4.893370E+06, 4.957336E+06, 5.021879E+06, 5.087002E+06, 5.152707E+06, 5.218995E+06, 5.285869E+06, 5.353330E+06, 5.421381E+06, 5.490023E+06, ]) # ============================ M = 20, I = 2 ============================ M = 20 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.519558E+00, 3.782503E+01, 1.041281E+02, 1.896020E+02, 2.906361E+02, 4.051293E+02, 5.316599E+02, 6.691824E+02, 8.168860E+02, 9.741179E+02, 1.140338E+03, 1.315090E+03, 1.497982E+03, 1.688674E+03, 1.886867E+03, 2.092302E+03, 2.304750E+03, 2.524016E+03, 2.749932E+03, 2.982363E+03, 3.221200E+03, 3.466367E+03, 3.717814E+03, 3.975522E+03, 4.239501E+03, 4.509787E+03, 4.786444E+03, 5.069563E+03, 5.359259E+03, 5.655669E+03, 5.958953E+03, 6.269294E+03, 6.586890E+03, 6.911961E+03, 7.244743E+03, 7.585486E+03, 7.934458E+03, 8.291937E+03, 8.658217E+03, 9.033604E+03, 9.418414E+03, 9.812976E+03, 1.021763E+04, 1.063272E+04, 1.105861E+04, 1.149566E+04, 1.194426E+04, 1.240480E+04, 1.287766E+04, 1.336325E+04, 1.386200E+04, 1.437432E+04, 1.490065E+04, 1.544143E+04, 1.599712E+04, 1.656818E+04, 1.715507E+04, 1.775830E+04, 1.837834E+04, 1.901570E+04, 1.967090E+04, 2.034446E+04, 2.103691E+04, 2.174881E+04, 2.248072E+04, 2.323321E+04, 2.400686E+04, 2.480227E+04, 2.562004E+04, 2.646080E+04, 2.732519E+04, 2.821385E+04, 2.912744E+04, 3.006665E+04, 3.103215E+04, 3.202467E+04, 3.304492E+04, 3.409363E+04, 3.517156E+04, 3.627948E+04, 3.741816E+04, 3.858842E+04, 3.979105E+04, 4.102691E+04, 4.229684E+04, 4.360171E+04, 4.494241E+04, 4.631984E+04, 4.773493E+04, 4.918863E+04, 5.068189E+04, 5.221570E+04, 5.379106E+04, 5.540900E+04, 5.707056E+04, 5.877681E+04, 6.052883E+04, 6.232774E+04, 6.417465E+04, 6.607074E+04, 6.801718E+04, 7.001516E+04, 7.206592E+04, 7.417069E+04, 7.633076E+04, 7.854743E+04, 8.082201E+04, 8.315586E+04, 8.555036E+04, 8.800690E+04, 9.052692E+04, 9.311187E+04, 9.576324E+04, 9.848255E+04, 1.012713E+05, 1.041312E+05, 1.070636E+05, 1.100704E+05, 1.131531E+05, 1.163135E+05, 1.195532E+05, 1.228740E+05, 1.262778E+05, 1.297662E+05, 1.333413E+05, 1.370049E+05, 1.407588E+05, 1.446052E+05, 1.485459E+05, 1.525830E+05, 1.567185E+05, 1.609546E+05, 1.652935E+05, 1.697372E+05, 1.742881E+05, 1.789483E+05, 1.837202E+05, 1.886061E+05, 1.936085E+05, 1.987296E+05, 2.039720E+05, 2.093382E+05, 2.148308E+05, 2.204523E+05, 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1.198206E+06, 1.224110E+06, 1.250507E+06, 1.277406E+06, 1.304815E+06, 1.332743E+06, 1.361197E+06, 1.390187E+06, 1.419721E+06, 1.449807E+06, 1.480455E+06, 1.511674E+06, 1.543472E+06, 1.575859E+06, 1.608845E+06, 1.642438E+06, 1.676649E+06, 1.711487E+06, 1.746962E+06, 1.783084E+06, 1.819862E+06, 1.857309E+06, 1.895433E+06, 1.934245E+06, 1.973756E+06, 2.013977E+06, 2.054919E+06, 2.096592E+06, 2.139008E+06, 2.182178E+06, 2.226114E+06, 2.270827E+06, 2.316330E+06, 2.362633E+06, 2.409750E+06, 2.457692E+06, 2.506472E+06, 2.556102E+06, 2.606595E+06, 2.657964E+06, 2.710222E+06, 2.763382E+06, 2.817457E+06, 2.872461E+06, 2.928407E+06, 2.985310E+06, 3.043183E+06, 3.102041E+06, 3.161897E+06, 3.222767E+06, 3.284664E+06, 3.347605E+06, 3.411603E+06, 3.476674E+06, 3.542834E+06, 3.610098E+06, 3.678481E+06, 3.748000E+06, 3.818671E+06, 3.890511E+06, 3.963534E+06, 4.037760E+06, 4.113203E+06, 4.189882E+06, 4.267814E+06, 4.347016E+06, 4.427505E+06, 4.509301E+06, 4.592420E+06, 4.676881E+06, 4.762703E+06, 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4.524085E+07, 4.586481E+07, 4.649626E+07, 4.713529E+07, 4.778198E+07, 4.843639E+07, 4.909862E+07, 4.976873E+07, 5.044682E+07, 5.113295E+07, 5.182721E+07, 5.252969E+07, 5.324046E+07, 5.395962E+07, 5.468723E+07, 5.542340E+07, 5.616819E+07, 5.692171E+07, 5.768403E+07, 5.845525E+07, 5.923545E+07, 6.002472E+07, 6.082316E+07, 6.163084E+07, 6.244787E+07, 6.327433E+07, 6.411032E+07, 6.495594E+07, 6.581126E+07, 6.667640E+07, 6.755145E+07, 6.843650E+07, 6.933164E+07, 7.023699E+07, 7.115263E+07, 7.207867E+07, 7.301521E+07, 7.396234E+07, 7.492018E+07, 7.588882E+07, 7.686836E+07, 7.785892E+07, 7.886060E+07, 7.987349E+07, 8.089772E+07, 8.193339E+07, 8.298060E+07, 8.403947E+07, 8.511010E+07, 8.619261E+07, 8.728711E+07, 8.839372E+07, 8.951254E+07, 9.064369E+07, 9.178729E+07, 9.294346E+07, 9.411230E+07, 9.529395E+07, 9.648851E+07, 9.769611E+07, 9.891687E+07, 1.001509E+08, 1.013984E+08, 1.026593E+08, 1.039340E+08, 1.052224E+08, 1.065247E+08, 1.078410E+08, 1.091716E+08, 1.105164E+08, 1.118756E+08, 1.132494E+08, 1.146378E+08, ]) # ============================ M = 20, I = 3 ============================ M = 20 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 7.771653E-01, 1.932881E+01, 5.324131E+01, 9.696339E+01, 1.486469E+02, 2.072167E+02, 2.719454E+02, 3.422977E+02, 4.178590E+02, 4.982952E+02, 5.833299E+02, 6.727297E+02, 7.662941E+02, 8.638488E+02, 9.652417E+02, 1.070339E+03, 1.179025E+03, 1.291198E+03, 1.406774E+03, 1.525683E+03, 1.647870E+03, 1.773294E+03, 1.901932E+03, 2.033773E+03, 2.168822E+03, 2.307098E+03, 2.448634E+03, 2.593475E+03, 2.741681E+03, 2.893322E+03, 3.048480E+03, 3.207248E+03, 3.369728E+03, 3.536032E+03, 3.706280E+03, 3.880602E+03, 4.059133E+03, 4.242017E+03, 4.429404E+03, 4.621449E+03, 4.818315E+03, 5.020171E+03, 5.227188E+03, 5.439546E+03, 5.657427E+03, 5.881022E+03, 6.110523E+03, 6.346129E+03, 6.588041E+03, 6.836469E+03, 7.091624E+03, 7.353725E+03, 7.622992E+03, 7.899653E+03, 8.183939E+03, 8.476088E+03, 8.776342E+03, 9.084947E+03, 9.402156E+03, 9.728226E+03, 1.006342E+04, 1.040801E+04, 1.076227E+04, 1.112647E+04, 1.150091E+04, 1.188588E+04, 1.228168E+04, 1.268860E+04, 1.310697E+04, 1.353710E+04, 1.397931E+04, 1.443395E+04, 1.490134E+04, 1.538183E+04, 1.587578E+04, 1.638354E+04, 1.690550E+04, 1.744201E+04, 1.799348E+04, 1.856028E+04, 1.914283E+04, 1.974152E+04, 2.035678E+04, 2.098904E+04, 2.163873E+04, 2.230630E+04, 2.299219E+04, 2.369688E+04, 2.442083E+04, 2.516453E+04, 2.592848E+04, 2.671317E+04, 2.751912E+04, 2.834685E+04, 2.919689E+04, 3.006980E+04, 3.096613E+04, 3.188644E+04, 3.283131E+04, 3.380134E+04, 3.479713E+04, 3.581929E+04, 3.686844E+04, 3.794524E+04, 3.905032E+04, 4.018436E+04, 4.134802E+04, 4.254201E+04, 4.376702E+04, 4.502378E+04, 4.631301E+04, 4.763546E+04, 4.899189E+04, 5.038307E+04, 5.180980E+04, 5.327288E+04, 5.477312E+04, 5.631137E+04, 5.788847E+04, 5.950529E+04, 6.116271E+04, 6.286164E+04, 6.460298E+04, 6.638767E+04, 6.821666E+04, 7.009092E+04, 7.201143E+04, 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1.812503E+06, 1.846915E+06, 1.881899E+06, 1.917465E+06, 1.953620E+06, 1.990373E+06, 2.027732E+06, 2.065705E+06, 2.104302E+06, 2.143531E+06, 2.183400E+06, 2.223920E+06, 2.265098E+06, 2.306944E+06, 2.349468E+06, 2.392678E+06, 2.436584E+06, 2.481197E+06, 2.526524E+06, 2.572577E+06, 2.619364E+06, 2.666897E+06, 2.715186E+06, 2.764239E+06, 2.814069E+06, 2.864685E+06, 2.916098E+06, 2.968319E+06, 3.021358E+06, 3.075227E+06, 3.129936E+06, 3.185497E+06, 3.241922E+06, 3.299220E+06, 3.357406E+06, 3.416488E+06, 3.476481E+06, 3.537395E+06, 3.599242E+06, 3.662036E+06, 3.725788E+06, 3.790511E+06, 3.856217E+06, 3.922919E+06, 3.990631E+06, 4.059364E+06, 4.129132E+06, 4.199949E+06, 4.271828E+06, 4.344783E+06, 4.418827E+06, 4.493974E+06, 4.570238E+06, 4.647634E+06, 4.726175E+06, 4.805876E+06, 4.886753E+06, 4.968818E+06, 5.052089E+06, 5.136579E+06, 5.222303E+06, 5.309278E+06, 5.397518E+06, 5.487040E+06, 5.577860E+06, 5.669992E+06, 5.763455E+06, 5.858263E+06, 5.954434E+06, 6.051983E+06, 6.150929E+06, 6.251288E+06, 6.353077E+06, 6.456314E+06, 6.561016E+06, 6.667201E+06, 6.774886E+06, 6.884091E+06, 6.994833E+06, 7.107130E+06, 7.221002E+06, 7.336467E+06, 7.453544E+06, 7.572252E+06, 7.692611E+06, 7.814640E+06, 7.938359E+06, 8.063788E+06, 8.190946E+06, 8.319856E+06, 8.450536E+06, 8.583008E+06, 8.717293E+06, 8.853411E+06, 8.991384E+06, 9.131234E+06, 9.272983E+06, 9.416652E+06, 9.562263E+06, 9.709839E+06, 9.859403E+06, 1.001098E+07, 1.016458E+07, 1.032025E+07, 1.047799E+07, 1.063784E+07, 1.079982E+07, 1.096394E+07, 1.113024E+07, 1.129875E+07, 1.146948E+07, 1.164246E+07, 1.181771E+07, 1.199527E+07, 1.217515E+07, 1.235739E+07, 1.254201E+07, 1.272903E+07, 1.291848E+07, 1.311040E+07, 1.330480E+07, 1.350171E+07, 1.370117E+07, 1.390319E+07, 1.410782E+07, 1.431506E+07, 1.452497E+07, 1.473756E+07, 1.495286E+07, 1.517090E+07, 1.539172E+07, 1.561534E+07, 1.584179E+07, 1.607111E+07, 1.630332E+07, 1.653845E+07, 1.677654E+07, 1.701762E+07, 1.726172E+07, 1.750887E+07, 1.775911E+07, 1.801246E+07, 1.826897E+07, 1.852866E+07, 1.879157E+07, 1.905772E+07, 1.932717E+07, 1.959994E+07, 1.987606E+07, 2.015557E+07, 2.043851E+07, 2.072490E+07, 2.101480E+07, 2.130823E+07, 2.160524E+07, 2.190584E+07, 2.221010E+07, 2.251804E+07, 2.282970E+07, 2.314511E+07, 2.346433E+07, 2.378738E+07, 2.411430E+07, 2.444515E+07, 2.477994E+07, 2.511874E+07, 2.546157E+07, 2.580847E+07, 2.615950E+07, 2.651468E+07, 2.687407E+07, 2.723770E+07, 2.760561E+07, 2.797786E+07, 2.835448E+07, 2.873552E+07, 2.912102E+07, 2.951102E+07, 2.990557E+07, 3.030472E+07, 3.070851E+07, 3.111699E+07, 3.153020E+07, 3.194819E+07, 3.237100E+07, 3.279870E+07, 3.323131E+07, 3.366889E+07, 3.411150E+07, 3.455917E+07, 3.501196E+07, 3.546991E+07, 3.593308E+07, 3.640153E+07, 3.687529E+07, 3.735442E+07, 3.783897E+07, 3.832900E+07, 3.882455E+07, 3.932568E+07, 3.983245E+07, 4.034490E+07, 4.086310E+07, 4.138709E+07, 4.191694E+07, 4.245269E+07, 4.299440E+07, 4.354214E+07, 4.409595E+07, 4.465589E+07, 4.522203E+07, 4.579442E+07, 4.637311E+07, 4.695818E+07, 4.754967E+07, 4.814765E+07, 4.875217E+07, 4.936331E+07, 4.998112E+07, 5.060566E+07, 5.123699E+07, 5.187518E+07, 5.252030E+07, 5.317240E+07, 5.383154E+07, 5.449781E+07, 5.517125E+07, 5.585194E+07, 5.653994E+07, 5.723531E+07, 5.793814E+07, 5.864848E+07, ]) # ============================ M = 21, I = 1 ============================ M = 21 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.980797E+00, 1.181810E+02, 3.303705E+02, 6.045994E+02, 9.291010E+02, 1.297054E+03, 1.703849E+03, 2.146104E+03, 2.621197E+03, 3.127034E+03, 3.661906E+03, 4.224419E+03, 4.813445E+03, 5.428093E+03, 6.067689E+03, 6.731755E+03, 7.419987E+03, 8.132239E+03, 8.868503E+03, 9.628889E+03, 1.041361E+04, 1.122298E+04, 1.205737E+04, 1.291724E+04, 1.380308E+04, 1.471544E+04, 1.565493E+04, 1.662216E+04, 1.761778E+04, 1.864249E+04, 1.969699E+04, 2.078198E+04, 2.189822E+04, 2.304645E+04, 2.422744E+04, 2.544196E+04, 2.669078E+04, 2.797472E+04, 2.929455E+04, 3.065110E+04, 3.204516E+04, 3.347756E+04, 3.494913E+04, 3.646069E+04, 3.801308E+04, 3.960714E+04, 4.124371E+04, 4.292366E+04, 4.464783E+04, 4.641710E+04, 4.823233E+04, 5.009440E+04, 5.200419E+04, 5.396261E+04, 5.597053E+04, 5.802887E+04, 6.013854E+04, 6.230046E+04, 6.451556E+04, 6.678477E+04, 6.910903E+04, 7.148931E+04, 7.392655E+04, 7.642173E+04, 7.897583E+04, 8.158983E+04, 8.426474E+04, 8.700155E+04, 8.980129E+04, 9.266497E+04, 9.559365E+04, 9.858835E+04, 1.016501E+05, 1.047801E+05, 1.079793E+05, 1.112488E+05, 1.145897E+05, 1.180031E+05, 1.214902E+05, 1.250520E+05, 1.286898E+05, 1.324046E+05, 1.361976E+05, 1.400700E+05, 1.440230E+05, 1.480578E+05, 1.521756E+05, 1.563776E+05, 1.606650E+05, 1.650391E+05, 1.695011E+05, 1.740524E+05, 1.786940E+05, 1.834275E+05, 1.882540E+05, 1.931748E+05, 1.981914E+05, 2.033050E+05, 2.085169E+05, 2.138286E+05, 2.192414E+05, 2.247567E+05, 2.303758E+05, 2.361002E+05, 2.419314E+05, 2.478707E+05, 2.539195E+05, 2.600794E+05, 2.663518E+05, 2.727381E+05, 2.792399E+05, 2.858587E+05, 2.925960E+05, 2.994533E+05, 3.064322E+05, 3.135342E+05, 3.207609E+05, 3.281138E+05, 3.355946E+05, 3.432048E+05, 3.509461E+05, 3.588201E+05, 3.668285E+05, 3.749728E+05, 3.832549E+05, 3.916762E+05, 4.002386E+05, 4.089438E+05, 4.177934E+05, 4.267892E+05, 4.359329E+05, 4.452263E+05, 4.546712E+05, 4.642693E+05, 4.740225E+05, 4.839325E+05, 4.940013E+05, 5.042305E+05, 5.146221E+05, 5.251779E+05, 5.358998E+05, 5.467897E+05, 5.578494E+05, 5.690810E+05, 5.804863E+05, 5.920673E+05, 6.038259E+05, 6.157641E+05, 6.278839E+05, 6.401873E+05, 6.526762E+05, 6.653528E+05, 6.782190E+05, 6.912769E+05, 7.045286E+05, 7.179761E+05, 7.316215E+05, 7.454670E+05, 7.595146E+05, 7.737665E+05, 7.882248E+05, 8.028918E+05, 8.177695E+05, 8.328601E+05, 8.481659E+05, 8.636891E+05, 8.794319E+05, 8.953966E+05, 9.115853E+05, 9.280004E+05, 9.446443E+05, 9.615190E+05, 9.786271E+05, 9.959708E+05, 1.013552E+06, 1.031374E+06, 1.049439E+06, 1.067749E+06, 1.086306E+06, 1.105113E+06, 1.124173E+06, 1.143487E+06, 1.163058E+06, 1.182890E+06, 1.202983E+06, 1.223341E+06, 1.243967E+06, 1.264862E+06, 1.286029E+06, 1.307471E+06, 1.329191E+06, 1.351191E+06, 1.373473E+06, 1.396041E+06, 1.418897E+06, 1.442043E+06, 1.465482E+06, 1.489218E+06, 1.513252E+06, 1.537587E+06, 1.562226E+06, 1.587173E+06, 1.612428E+06, 1.637996E+06, 1.663880E+06, 1.690081E+06, 1.716603E+06, 1.743448E+06, 1.770620E+06, 1.798121E+06, 1.825955E+06, 1.854123E+06, 1.882630E+06, 1.911477E+06, 1.940668E+06, 1.970206E+06, 2.000094E+06, 2.030335E+06, 2.060932E+06, 2.091887E+06, 2.123204E+06, 2.154886E+06, 2.186936E+06, 2.219358E+06, 2.252153E+06, 2.285326E+06, 2.318879E+06, 2.352815E+06, 2.387139E+06, 2.421852E+06, 2.456959E+06, 2.492461E+06, 2.528364E+06, 2.564669E+06, 2.601380E+06, 2.638501E+06, 2.676034E+06, 2.713984E+06, 2.752352E+06, 2.791144E+06, 2.830361E+06, 2.870008E+06, 2.910087E+06, 2.950603E+06, 2.991558E+06, 3.032956E+06, 3.074801E+06, 3.117096E+06, 3.159844E+06, 3.203050E+06, 3.246716E+06, 3.290846E+06, 3.335443E+06, 3.380512E+06, 3.426056E+06, 3.472078E+06, 3.518582E+06, 3.565572E+06, 3.613051E+06, 3.661024E+06, 3.709492E+06, 3.758462E+06, 3.807936E+06, 3.857917E+06, 3.908410E+06, 3.959419E+06, 4.010947E+06, 4.062998E+06, 4.115576E+06, 4.168685E+06, 4.222329E+06, 4.276511E+06, 4.331236E+06, 4.386506E+06, 4.442328E+06, 4.498703E+06, 4.555637E+06, 4.613132E+06, 4.671195E+06, 4.729827E+06, 4.789034E+06, 4.848819E+06, 4.909186E+06, 4.970140E+06, 5.031685E+06, 5.093825E+06, 5.156563E+06, 5.219905E+06, 5.283854E+06, 5.348414E+06, 5.413590E+06, 5.479387E+06, 5.545807E+06, 5.612856E+06, 5.680538E+06, 5.748856E+06, 5.817817E+06, 5.887423E+06, 5.957679E+06, 6.028590E+06, 6.100159E+06, 6.172392E+06, 6.245293E+06, 6.318867E+06, 6.393117E+06, 6.468048E+06, 6.543665E+06, 6.619972E+06, 6.696974E+06, 6.774676E+06, 6.853081E+06, 6.932196E+06, 7.012023E+06, 7.092568E+06, 7.173836E+06, 7.255832E+06, 7.338558E+06, 7.422022E+06, 7.506227E+06, 7.591179E+06, 7.676881E+06, 7.763339E+06, 7.850557E+06, 7.938541E+06, 8.027295E+06, 8.116824E+06, 8.207134E+06, 8.298228E+06, 8.390111E+06, 8.482790E+06, 8.576268E+06, 8.670551E+06, 8.765644E+06, 8.861552E+06, 8.958279E+06, 9.055831E+06, 9.154214E+06, 9.253431E+06, 9.353488E+06, 9.454391E+06, 9.556144E+06, 9.658753E+06, 9.762222E+06, 9.866558E+06, 9.971765E+06, 1.007785E+07, 1.018481E+07, 1.029267E+07, 1.040141E+07, 1.051105E+07, 1.062160E+07, 1.073305E+07, 1.084542E+07, 1.095871E+07, 1.107292E+07, 1.118806E+07, 1.130414E+07, 1.142116E+07, 1.153913E+07, 1.165805E+07, 1.177792E+07, 1.189876E+07, 1.202057E+07, 1.214336E+07, 1.226712E+07, 1.239187E+07, 1.251761E+07, 1.264435E+07, 1.277209E+07, 1.290084E+07, 1.303060E+07, 1.316139E+07, 1.329320E+07, 1.342604E+07, 1.355992E+07, 1.369484E+07, 1.383082E+07, 1.396784E+07, 1.410594E+07, 1.424509E+07, 1.438532E+07, 1.452663E+07, 1.466902E+07, 1.481251E+07, 1.495709E+07, 1.510278E+07, 1.524958E+07, 1.539749E+07, 1.554652E+07, 1.569668E+07, 1.584797E+07, 1.600041E+07, 1.615399E+07, 1.630872E+07, 1.646461E+07, 1.662167E+07, 1.677990E+07, 1.693931E+07, 1.709990E+07, 1.726168E+07, 1.742466E+07, 1.758884E+07, 1.775423E+07, 1.792083E+07, 1.808866E+07, 1.825772E+07, 1.842802E+07, 1.859955E+07, 1.877234E+07, 1.894638E+07, 1.912168E+07, 1.929825E+07, 1.947609E+07, 1.965522E+07, 1.983563E+07, 2.001734E+07, 2.020036E+07, 2.038468E+07, 2.057031E+07, 2.075727E+07, 2.094556E+07, 2.113518E+07, 2.132615E+07, 2.151846E+07, 2.171213E+07, 2.190717E+07, 2.210357E+07, 2.230136E+07, 2.250052E+07, 2.270108E+07, 2.290304E+07, 2.310640E+07, 2.331117E+07, 2.351736E+07, 2.372498E+07, 2.393404E+07, 2.414453E+07, 2.435648E+07, 2.456987E+07, 2.478473E+07, 2.500106E+07, 2.521887E+07, 2.543816E+07, 2.565895E+07, 2.588123E+07, 2.610502E+07, 2.633032E+07, 2.655715E+07, 2.678550E+07, 2.701539E+07, 2.724682E+07, 2.747980E+07, 2.771435E+07, 2.795046E+07, 2.818814E+07, 2.842740E+07, 2.866825E+07, 2.891070E+07, 2.915476E+07, 2.940042E+07, 2.964771E+07, 2.989662E+07, 3.014717E+07, 3.039936E+07, 3.065320E+07, 3.090870E+07, 3.116586E+07, 3.142470E+07, 3.168523E+07, 3.194744E+07, 3.221135E+07, 3.247697E+07, 3.274430E+07, 3.301335E+07, 3.328413E+07, 3.355665E+07, 3.383092E+07, 3.410694E+07, 3.438472E+07, 3.466428E+07, 3.494561E+07, 3.522873E+07, 3.551364E+07, 3.580036E+07, 3.608889E+07, 3.637924E+07, 3.667141E+07, 3.696543E+07, 3.726128E+07, 3.755900E+07, 3.785857E+07, 3.816001E+07, 3.846334E+07, 3.876854E+07, 3.907565E+07, 3.938466E+07, 3.969558E+07, 4.000842E+07, 4.032320E+07, 4.063991E+07, 4.095856E+07, ]) # ============================ M = 21, I = 2 ============================ M = 21 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.057444E+00, 1.202270E+02, 3.361584E+02, 6.152335E+02, 9.454749E+02, 1.319939E+03, 1.733936E+03, 2.184020E+03, 2.667527E+03, 3.182323E+03, 3.726669E+03, 4.299146E+03, 4.898606E+03, 5.524143E+03, 6.175070E+03, 6.850901E+03, 7.551328E+03, 8.276200E+03, 9.025509E+03, 9.799369E+03, 1.059800E+04, 1.142171E+04, 1.227089E+04, 1.314599E+04, 1.404752E+04, 1.497606E+04, 1.593219E+04, 1.691656E+04, 1.792983E+04, 1.897270E+04, 2.004588E+04, 2.115010E+04, 2.228612E+04, 2.345470E+04, 2.465662E+04, 2.589266E+04, 2.716362E+04, 2.847031E+04, 2.981353E+04, 3.119412E+04, 3.261288E+04, 3.407067E+04, 3.556832E+04, 3.710667E+04, 3.868657E+04, 4.030888E+04, 4.197446E+04, 4.368417E+04, 4.543890E+04, 4.723953E+04, 4.908693E+04, 5.098200E+04, 5.292564E+04, 5.491876E+04, 5.696227E+04, 5.905710E+04, 6.120416E+04, 6.340439E+04, 6.565875E+04, 6.796817E+04, 7.033363E+04, 7.275609E+04, 7.523653E+04, 7.777593E+04, 8.037530E+04, 8.303563E+04, 8.575794E+04, 8.854326E+04, 9.139262E+04, 9.430706E+04, 9.728764E+04, 1.003354E+05, 1.034515E+05, 1.066369E+05, 1.098928E+05, 1.132202E+05, 1.166203E+05, 1.200943E+05, 1.236431E+05, 1.272681E+05, 1.309703E+05, 1.347510E+05, 1.386112E+05, 1.425523E+05, 1.465754E+05, 1.506817E+05, 1.548725E+05, 1.591489E+05, 1.635123E+05, 1.679639E+05, 1.725050E+05, 1.771369E+05, 1.818609E+05, 1.866782E+05, 1.915903E+05, 1.965984E+05, 2.017038E+05, 2.069080E+05, 2.122124E+05, 2.176182E+05, 2.231269E+05, 2.287399E+05, 2.344587E+05, 2.402846E+05, 2.462191E+05, 2.522636E+05, 2.584197E+05, 2.646887E+05, 2.710723E+05, 2.775718E+05, 2.841889E+05, 2.909250E+05, 2.977817E+05, 3.047606E+05, 3.118631E+05, 3.190910E+05, 3.264458E+05, 3.339290E+05, 3.415424E+05, 3.492875E+05, 3.571660E+05, 3.651796E+05, 3.733299E+05, 3.816186E+05, 3.900474E+05, 3.986180E+05, 4.073322E+05, 4.161916E+05, 4.251981E+05, 4.343533E+05, 4.436591E+05, 4.531173E+05, 4.627296E+05, 4.724978E+05, 4.824239E+05, 4.925096E+05, 5.027568E+05, 5.131673E+05, 5.237431E+05, 5.344860E+05, 5.453979E+05, 5.564808E+05, 5.677366E+05, 5.791673E+05, 5.907748E+05, 6.025610E+05, 6.145280E+05, 6.266779E+05, 6.390125E+05, 6.515339E+05, 6.642442E+05, 6.771455E+05, 6.902398E+05, 7.035291E+05, 7.170157E+05, 7.307015E+05, 7.445888E+05, 7.586797E+05, 7.729763E+05, 7.874808E+05, 8.021954E+05, 8.171223E+05, 8.322637E+05, 8.476218E+05, 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2.685268E+06, 2.723467E+06, 2.762089E+06, 2.801138E+06, 2.840616E+06, 2.880529E+06, 2.920878E+06, 2.961668E+06, 3.002902E+06, 3.044583E+06, 3.086716E+06, 3.129302E+06, 3.172347E+06, 3.215853E+06, 3.259824E+06, 3.304264E+06, 3.349176E+06, 3.394564E+06, 3.440432E+06, 3.486783E+06, 3.533621E+06, 3.580949E+06, 3.628772E+06, 3.677093E+06, 3.725915E+06, 3.775244E+06, 3.825081E+06, 3.875432E+06, 3.926299E+06, 3.977688E+06, 4.029600E+06, 4.082042E+06, 4.135016E+06, 4.188526E+06, 4.242576E+06, 4.297170E+06, 4.352313E+06, 4.408007E+06, 4.464258E+06, 4.521068E+06, 4.578443E+06, 4.636386E+06, 4.694901E+06, 4.753992E+06, 4.813664E+06, 4.873920E+06, 4.934765E+06, 4.996203E+06, 5.058237E+06, 5.120873E+06, 5.184114E+06, 5.247965E+06, 5.312429E+06, 5.377512E+06, 5.443216E+06, 5.509548E+06, 5.576510E+06, 5.644108E+06, 5.712345E+06, 5.781227E+06, 5.850756E+06, 5.920939E+06, 5.991779E+06, 6.063280E+06, 6.135448E+06, 6.208286E+06, 6.281800E+06, 6.355993E+06, 6.430870E+06, 6.506437E+06, 6.582696E+06, 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1.421543E+07, 1.435597E+07, 1.449759E+07, 1.464031E+07, 1.478412E+07, 1.492904E+07, 1.507507E+07, 1.522222E+07, 1.537049E+07, 1.551988E+07, 1.567042E+07, 1.582209E+07, 1.597491E+07, 1.612889E+07, 1.628402E+07, 1.644033E+07, 1.659780E+07, 1.675646E+07, 1.691630E+07, 1.707734E+07, 1.723957E+07, 1.740300E+07, 1.756765E+07, 1.773352E+07, 1.790061E+07, 1.806893E+07, 1.823849E+07, 1.840930E+07, 1.858135E+07, 1.875466E+07, 1.892924E+07, 1.910509E+07, 1.928221E+07, 1.946062E+07, 1.964032E+07, 1.982132E+07, 2.000362E+07, 2.018723E+07, 2.037216E+07, 2.055842E+07, 2.074601E+07, 2.093494E+07, 2.112521E+07, 2.131683E+07, 2.150982E+07, 2.170417E+07, 2.189989E+07, 2.209700E+07, 2.229549E+07, 2.249537E+07, 2.269666E+07, 2.289936E+07, 2.310347E+07, 2.330901E+07, 2.351597E+07, 2.372438E+07, 2.393423E+07, 2.414553E+07, 2.435828E+07, 2.457251E+07, 2.478821E+07, 2.500539E+07, 2.522406E+07, 2.544423E+07, 2.566590E+07, 2.588907E+07, 2.611377E+07, 2.633999E+07, 2.656775E+07, 2.679705E+07, 2.702789E+07, 2.726029E+07, 2.749426E+07, 2.772979E+07, 2.796690E+07, 2.820560E+07, 2.844590E+07, 2.868779E+07, 2.893130E+07, 2.917642E+07, 2.942317E+07, 2.967155E+07, 2.992157E+07, 3.017324E+07, 3.042656E+07, 3.068155E+07, 3.093821E+07, 3.119655E+07, 3.145658E+07, 3.171830E+07, 3.198173E+07, 3.224687E+07, 3.251373E+07, 3.278232E+07, 3.305264E+07, 3.332472E+07, 3.359854E+07, 3.387412E+07, 3.415147E+07, 3.443060E+07, 3.471151E+07, 3.499422E+07, 3.527873E+07, 3.556505E+07, 3.585318E+07, 3.614315E+07, 3.643495E+07, 3.672859E+07, 3.702409E+07, 3.732144E+07, 3.762067E+07, 3.792177E+07, 3.822476E+07, 3.852964E+07, 3.883643E+07, 3.914513E+07, 3.945575E+07, 3.976830E+07, 4.008278E+07, 4.039922E+07, 4.071761E+07, 4.103796E+07, 4.136028E+07, 4.168459E+07, ]) # ============================ M = 22, I = 1 ============================ M = 22 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.029370E+00, 1.732193E+01, 3.298561E+01, 4.869229E+01, 6.440721E+01, 8.012575E+01, 9.584641E+01, 1.115685E+02, 1.272918E+02, 1.430161E+02, 1.587413E+02, 1.744672E+02, 1.901940E+02, 2.059214E+02, 2.216496E+02, 2.373785E+02, 2.531081E+02, 2.688383E+02, 2.845692E+02, 3.003008E+02, 3.160331E+02, 3.317660E+02, 3.474996E+02, 3.632339E+02, 3.789689E+02, 3.947047E+02, 4.104413E+02, 4.261788E+02, 4.419173E+02, 4.576570E+02, 4.733980E+02, 4.891406E+02, 5.048851E+02, 5.206318E+02, 5.363810E+02, 5.521332E+02, 5.678890E+02, 5.836489E+02, 5.994135E+02, 6.151836E+02, 6.309600E+02, 6.467433E+02, 6.625347E+02, 6.783349E+02, 6.941450E+02, 7.099661E+02, 7.257993E+02, 7.416457E+02, 7.575066E+02, 7.733832E+02, 7.892766E+02, 8.051884E+02, 8.211197E+02, 8.370720E+02, 8.530466E+02, 8.690448E+02, 8.850682E+02, 9.011180E+02, 9.171958E+02, 9.333029E+02, 9.494406E+02, 9.656106E+02, 9.818140E+02, 9.980524E+02, 1.014327E+03, 1.030639E+03, 1.046991E+03, 1.063383E+03, 1.079816E+03, 1.096293E+03, 1.112813E+03, 1.129380E+03, 1.145993E+03, 1.162654E+03, 1.179365E+03, 1.196126E+03, 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4.440087E+04, 4.450033E+04, 4.459993E+04, 4.469965E+04, 4.479951E+04, 4.489950E+04, 4.499962E+04, 4.509988E+04, 4.520026E+04, 4.530078E+04, 4.540144E+04, 4.550222E+04, 4.560314E+04, 4.570419E+04, 4.580538E+04, 4.590670E+04, 4.600816E+04, 4.610975E+04, 4.621147E+04, 4.631333E+04, 4.641532E+04, 4.651744E+04, 4.661971E+04, 4.672210E+04, 4.682463E+04, 4.692730E+04, 4.703010E+04, 4.713304E+04, 4.723611E+04, 4.733932E+04, 4.744267E+04, 4.754615E+04, 4.764976E+04, 4.775352E+04, 4.785741E+04, 4.796144E+04, 4.806560E+04, 4.816990E+04, 4.827434E+04, 4.837892E+04, 4.848364E+04, 4.858849E+04, 4.869348E+04, 4.879861E+04, ]) # ============================ M = 22, I = 2 ============================ M = 22 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.071020E+00, 2.379659E+01, 4.541694E+01, 6.707899E+01, 8.875170E+01, 1.104291E+02, 1.321093E+02, 1.537915E+02, 1.754752E+02, 1.971603E+02, 2.188465E+02, 2.405338E+02, 2.622222E+02, 2.839116E+02, 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6.339300E+04, 6.353449E+04, 6.367616E+04, 6.381802E+04, 6.396008E+04, 6.410232E+04, 6.424476E+04, 6.438740E+04, 6.453022E+04, 6.467324E+04, 6.481646E+04, 6.495986E+04, 6.510346E+04, 6.524726E+04, 6.539125E+04, 6.553543E+04, 6.567981E+04, 6.582438E+04, 6.596915E+04, 6.611412E+04, 6.625928E+04, 6.640464E+04, 6.655020E+04, 6.669595E+04, 6.684190E+04, 6.698804E+04, 6.713438E+04, 6.728093E+04, 6.742766E+04, 6.757460E+04, 6.772174E+04, 6.786907E+04, 6.801661E+04, 6.816434E+04, 6.831228E+04, ]) # ============================ M = 22, I = 3 ============================ M = 22 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[11] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.042930E+00, 8.183310E+00, 1.565181E+01, 2.312948E+01, 3.061060E+01, 3.809326E+01, 4.557684E+01, 5.306106E+01, 6.054581E+01, 6.803100E+01, 7.551659E+01, 8.300256E+01, 9.048888E+01, 9.797555E+01, 1.054625E+02, 1.129499E+02, 1.204375E+02, 1.279255E+02, 1.354138E+02, 1.429024E+02, 1.503914E+02, 1.578806E+02, 1.653702E+02, 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2.267310E+04, 2.272359E+04, 2.277416E+04, 2.282479E+04, 2.287549E+04, 2.292627E+04, 2.297712E+04, 2.302803E+04, 2.307902E+04, 2.313008E+04, 2.318121E+04, 2.323241E+04, 2.328369E+04, 2.333503E+04, 2.338645E+04, 2.343794E+04, 2.348949E+04, 2.354113E+04, 2.359283E+04, 2.364461E+04, 2.369646E+04, 2.374838E+04, 2.380037E+04, 2.385244E+04, 2.390457E+04, 2.395678E+04, ]) # ============================ M = 23, I = 1 ============================ M = 23 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.255909E+00, 3.030022E+01, 5.846745E+01, 8.666635E+01, 1.148737E+02, 1.430850E+02, 1.712989E+02, 1.995147E+02, 2.277330E+02, 2.559562E+02, 2.841902E+02, 3.124468E+02, 3.407449E+02, 3.691114E+02, 3.975807E+02, 4.261941E+02, 4.549983E+02, 4.840438E+02, 5.133836E+02, 5.430718E+02, 5.731625E+02, 6.037089E+02, 6.347628E+02, 6.663740E+02, 6.985905E+02, 7.314577E+02, 7.650190E+02, 7.993155E+02, 8.343865E+02, 8.702690E+02, 9.069986E+02, 9.446091E+02, 9.831330E+02, 1.022601E+03, 1.063044E+03, 1.104491E+03, 1.146969E+03, 1.190507E+03, 1.235132E+03, 1.280870E+03, 1.327747E+03, 1.375790E+03, 1.425023E+03, 1.475472E+03, 1.527163E+03, 1.580121E+03, 1.634372E+03, 1.689940E+03, 1.746851E+03, 1.805131E+03, 1.864806E+03, 1.925901E+03, 1.988443E+03, 2.052458E+03, 2.117973E+03, 2.185014E+03, 2.253609E+03, 2.323785E+03, 2.395570E+03, 2.468992E+03, 2.544079E+03, 2.620860E+03, 2.699365E+03, 2.779622E+03, 2.861662E+03, 2.945513E+03, 3.031208E+03, 3.118777E+03, 3.208251E+03, 3.299662E+03, 3.393041E+03, 3.488422E+03, 3.585837E+03, 3.685319E+03, 3.786902E+03, 3.890619E+03, 3.996506E+03, 4.104597E+03, 4.214927E+03, 4.327531E+03, 4.442447E+03, 4.559709E+03, 4.679356E+03, 4.801423E+03, 4.925950E+03, 5.052973E+03, 5.182532E+03, 5.314665E+03, 5.449411E+03, 5.586811E+03, 5.726904E+03, 5.869731E+03, 6.015332E+03, 6.163750E+03, 6.315026E+03, 6.469202E+03, 6.626321E+03, 6.786426E+03, 6.949561E+03, 7.115770E+03, 7.285096E+03, 7.462939E+03, 7.644442E+03, 7.829373E+03, 8.017776E+03, 8.209706E+03, 8.405204E+03, 8.604324E+03, 8.807113E+03, 9.013622E+03, 9.223904E+03, 9.438004E+03, 9.655980E+03, 9.877879E+03, 1.010375E+04, 1.033366E+04, 1.056765E+04, 1.080578E+04, 1.104810E+04, 1.129467E+04, 1.154553E+04, 1.180076E+04, 1.206040E+04, 1.232451E+04, 1.259314E+04, 1.286636E+04, 1.314423E+04, 1.342680E+04, 1.371413E+04, 1.400628E+04, 1.430331E+04, 1.460528E+04, 1.491226E+04, 1.522431E+04, 1.554148E+04, 1.586384E+04, 1.619145E+04, 1.652439E+04, 1.686270E+04, 1.720646E+04, 1.755573E+04, 1.791058E+04, 1.827107E+04, 1.863727E+04, 1.900925E+04, 1.938708E+04, 1.977082E+04, 2.016055E+04, 2.055633E+04, 2.095822E+04, 2.136632E+04, 2.178068E+04, 2.220137E+04, 2.262847E+04, 2.306206E+04, 2.350220E+04, 2.394896E+04, 2.440243E+04, 2.486267E+04, 2.532977E+04, 2.580379E+04, 2.628483E+04, 2.677294E+04, 2.726821E+04, 2.777071E+04, 2.828054E+04, 2.879775E+04, 2.932245E+04, 2.985470E+04, 3.039458E+04, 3.094219E+04, 3.149759E+04, 3.206087E+04, 3.263211E+04, 3.321142E+04, 3.379885E+04, 3.439449E+04, 3.499844E+04, 3.561078E+04, 3.623159E+04, 3.686097E+04, 3.749899E+04, 3.814576E+04, 3.880134E+04, 3.946586E+04, 4.013936E+04, 4.082197E+04, 4.151376E+04, 4.221484E+04, 4.292529E+04, 4.364520E+04, 4.437467E+04, 4.511378E+04, 4.586264E+04, 4.662135E+04, 4.738999E+04, 4.816866E+04, 4.895746E+04, 4.975650E+04, 5.056585E+04, 5.138563E+04, 5.221593E+04, 5.305685E+04, 5.390850E+04, 5.477097E+04, 5.564437E+04, 5.652879E+04, 5.742434E+04, 5.833112E+04, 5.924925E+04, 6.017882E+04, 6.111994E+04, 6.207271E+04, 6.303724E+04, 6.401363E+04, 6.500200E+04, 6.600245E+04, 6.701508E+04, 6.804002E+04, 6.907738E+04, 7.012724E+04, 7.118976E+04, 7.226500E+04, 7.335311E+04, 7.445418E+04, 7.556835E+04, 7.669570E+04, 7.783636E+04, 7.899046E+04, 8.015810E+04, 8.133940E+04, 8.253446E+04, 8.374344E+04, 8.496644E+04, 8.620356E+04, 8.745493E+04, 8.872067E+04, 9.000091E+04, 9.129577E+04, 9.260538E+04, 9.392984E+04, 9.526928E+04, 9.662384E+04, 9.799360E+04, 9.937876E+04, 1.007794E+05, 1.021956E+05, 1.036276E+05, 1.050754E+05, 1.065393E+05, 1.080192E+05, 1.095155E+05, 1.110281E+05, 1.125572E+05, 1.141029E+05, 1.156655E+05, 1.172449E+05, 1.188414E+05, 1.204551E+05, 1.220861E+05, 1.237345E+05, 1.254006E+05, 1.270843E+05, 1.287859E+05, 1.305055E+05, 1.322433E+05, 1.339993E+05, 1.357737E+05, 1.375667E+05, 1.393784E+05, 1.412089E+05, 1.430583E+05, 1.449270E+05, 1.468148E+05, 1.487221E+05, 1.506489E+05, 1.525955E+05, 1.545619E+05, 1.565482E+05, 1.585547E+05, 1.605815E+05, 1.626288E+05, 1.646966E+05, 1.667851E+05, 1.688946E+05, 1.710250E+05, 1.731767E+05, 1.753496E+05, 1.775441E+05, 1.797602E+05, 1.819981E+05, 1.842580E+05, 1.865400E+05, 1.888442E+05, 1.911709E+05, 1.935201E+05, 1.958921E+05, 1.982869E+05, 2.007049E+05, 2.031460E+05, 2.056105E+05, 2.080985E+05, 2.106102E+05, 2.131458E+05, 2.157054E+05, 2.182892E+05, 2.208972E+05, 2.235299E+05, 2.261872E+05, 2.288693E+05, 2.315765E+05, 2.343088E+05, 2.370665E+05, 2.398496E+05, 2.426584E+05, 2.454931E+05, 2.483538E+05, 2.512406E+05, 2.541539E+05, 2.570937E+05, 2.600601E+05, 2.630535E+05, 2.660739E+05, 2.691215E+05, 2.721965E+05, 2.752991E+05, 2.784295E+05, 2.815877E+05, 2.847740E+05, 2.879887E+05, 2.912317E+05, 2.945034E+05, 2.978040E+05, 3.011335E+05, 3.044922E+05, 3.078802E+05, 3.112978E+05, 3.147451E+05, 3.182222E+05, 3.217296E+05, 3.252671E+05, 3.288351E+05, 3.324338E+05, 3.360632E+05, 3.397237E+05, 3.434154E+05, 3.471384E+05, 3.508930E+05, 3.546794E+05, 3.584978E+05, 3.623482E+05, ]) # ============================ M = 23, I = 2 ============================ M = 23 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.256912E+01, 6.203841E+01, 1.198179E+02, 1.776592E+02, 2.355170E+02, 2.933827E+02, 3.512534E+02, 4.091281E+02, 4.670078E+02, 5.248975E+02, 5.828100E+02, 6.407696E+02, 6.988158E+02, 7.570043E+02, 8.154065E+02, 8.741080E+02, 9.332052E+02, 9.928028E+02, 1.053010E+03, 1.113938E+03, 1.175700E+03, 1.238404E+03, 1.302157E+03, 1.367063E+03, 1.433219E+03, 1.500720E+03, 1.569656E+03, 1.640111E+03, 1.712167E+03, 1.785899E+03, 1.861383E+03, 1.938687E+03, 2.017880E+03, 2.099025E+03, 2.182187E+03, 2.267425E+03, 2.354798E+03, 2.444364E+03, 2.536180E+03, 2.630302E+03, 2.726783E+03, 2.825679E+03, 2.927043E+03, 3.030929E+03, 3.137390E+03, 3.246479E+03, 3.358251E+03, 3.472758E+03, 3.590054E+03, 3.710193E+03, 3.833230E+03, 3.959219E+03, 4.088215E+03, 4.220275E+03, 4.355453E+03, 4.493808E+03, 4.635396E+03, 4.780275E+03, 4.928504E+03, 5.080142E+03, 5.235248E+03, 5.393885E+03, 5.556112E+03, 5.721992E+03, 5.891588E+03, 6.064963E+03, 6.242182E+03, 6.423310E+03, 6.608412E+03, 6.797555E+03, 6.990807E+03, 7.188236E+03, 7.389911E+03, 7.595902E+03, 7.806280E+03, 8.021115E+03, 8.240482E+03, 8.464451E+03, 8.693099E+03, 8.926499E+03, 9.164727E+03, 9.407860E+03, 9.655975E+03, 9.909150E+03, 1.016747E+04, 1.043100E+04, 1.069983E+04, 1.097405E+04, 1.125373E+04, 1.153895E+04, 1.182981E+04, 1.212638E+04, 1.242876E+04, 1.273702E+04, 1.305126E+04, 1.337157E+04, 1.369803E+04, 1.403074E+04, 1.436978E+04, 1.471525E+04, 1.506724E+04, 1.544105E+04, 1.581859E+04, 1.620330E+04, 1.659529E+04, 1.699466E+04, 1.740151E+04, 1.781595E+04, 1.823807E+04, 1.866799E+04, 1.910582E+04, 1.955166E+04, 2.000561E+04, 2.046780E+04, 2.093833E+04, 2.141730E+04, 2.190485E+04, 2.240107E+04, 2.290609E+04, 2.342002E+04, 2.394297E+04, 2.447507E+04, 2.501644E+04, 2.556719E+04, 2.612744E+04, 2.669733E+04, 2.727697E+04, 2.786648E+04, 2.846600E+04, 2.907565E+04, 2.969554E+04, 3.032584E+04, 3.096664E+04, 3.161809E+04, 3.228032E+04, 3.295346E+04, 3.363764E+04, 3.433301E+04, 3.503970E+04, 3.575785E+04, 3.648758E+04, 3.722906E+04, 3.798240E+04, 3.874777E+04, 3.952530E+04, 4.031514E+04, 4.111742E+04, 4.193230E+04, 4.275992E+04, 4.360044E+04, 4.445401E+04, 4.532077E+04, 4.620088E+04, 4.709449E+04, 4.800176E+04, 4.892284E+04, 4.985788E+04, 5.080707E+04, 5.177054E+04, 5.274845E+04, 5.374097E+04, 5.474826E+04, 5.577050E+04, 5.680782E+04, 5.786043E+04, 5.892846E+04, 6.001210E+04, 6.111152E+04, 6.222688E+04, 6.335838E+04, 6.450614E+04, 6.567039E+04, 6.685128E+04, 6.804898E+04, 6.926369E+04, 7.049558E+04, 7.174482E+04, 7.301162E+04, 7.429613E+04, 7.559858E+04, 7.691909E+04, 7.825790E+04, 7.961519E+04, 8.099114E+04, 8.238593E+04, 8.379979E+04, 8.523287E+04, 8.668540E+04, 8.815755E+04, 8.964952E+04, 9.116154E+04, 9.269376E+04, 9.424643E+04, 9.581970E+04, 9.741382E+04, 9.902899E+04, 1.006654E+05, 1.023232E+05, 1.040028E+05, 1.057041E+05, 1.074276E+05, 1.091734E+05, 1.109416E+05, 1.127326E+05, 1.145466E+05, 1.163837E+05, 1.182441E+05, 1.201282E+05, 1.220361E+05, 1.239680E+05, 1.259242E+05, 1.279049E+05, 1.299103E+05, 1.319407E+05, 1.339962E+05, 1.360772E+05, 1.381837E+05, 1.403162E+05, 1.424748E+05, 1.446596E+05, 1.468712E+05, 1.491095E+05, 1.513749E+05, 1.536675E+05, 1.559877E+05, 1.583358E+05, 1.607118E+05, 1.631162E+05, 1.655490E+05, 1.680107E+05, 1.705014E+05, 1.730213E+05, 1.755709E+05, 1.781501E+05, 1.807595E+05, 1.833992E+05, 1.860694E+05, 1.887705E+05, 1.915025E+05, 1.942660E+05, 1.970611E+05, 1.998881E+05, 2.027473E+05, 2.056388E+05, 2.085630E+05, 2.115202E+05, 2.145107E+05, 2.175346E+05, 2.205923E+05, 2.236840E+05, 2.268101E+05, 2.299708E+05, 2.331665E+05, 2.363973E+05, 2.396635E+05, 2.429655E+05, 2.463035E+05, 2.496778E+05, 2.530888E+05, 2.565366E+05, 2.600216E+05, 2.635441E+05, 2.671044E+05, 2.707027E+05, 2.743394E+05, 2.780149E+05, 2.817292E+05, 2.854828E+05, 2.892760E+05, 2.931090E+05, 2.969823E+05, 3.008960E+05, 3.048505E+05, 3.088461E+05, 3.128831E+05, 3.169619E+05, 3.210827E+05, 3.252459E+05, 3.294517E+05, 3.337004E+05, 3.379925E+05, 3.423282E+05, 3.467079E+05, 3.511318E+05, 3.556003E+05, 3.601138E+05, 3.646725E+05, 3.692767E+05, 3.739268E+05, 3.786232E+05, 3.833662E+05, 3.881560E+05, 3.929931E+05, 3.978778E+05, 4.028102E+05, 4.077910E+05, 4.128203E+05, 4.178987E+05, 4.230262E+05, 4.282034E+05, 4.334305E+05, 4.387079E+05, 4.440360E+05, 4.494150E+05, 4.548454E+05, 4.603276E+05, 4.658616E+05, 4.714483E+05, 4.770877E+05, 4.827800E+05, 4.885261E+05, 4.943258E+05, 5.001798E+05, 5.060883E+05, 5.120518E+05, 5.180705E+05, 5.241451E+05, 5.302753E+05, 5.364622E+05, 5.427058E+05, 5.490066E+05, 5.553648E+05, 5.617809E+05, 5.682552E+05, 5.747882E+05, 5.813802E+05, 5.880317E+05, 5.947428E+05, 6.015140E+05, 6.083459E+05, 6.152385E+05, 6.221926E+05, 6.292084E+05, 6.362862E+05, 6.434263E+05, 6.506296E+05, 6.578959E+05, 6.652258E+05, 6.726198E+05, 6.800781E+05, 6.876015E+05, 6.951899E+05, 7.028441E+05, 7.105642E+05, 7.183505E+05, 7.262039E+05, 7.341243E+05, 7.421126E+05, 7.501688E+05, 7.582934E+05, 7.664870E+05, ]) # ============================ M = 23, I = 3 ============================ M = 23 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.705508E+00, 2.076357E+01, 4.011176E+01, 5.948434E+01, 7.886629E+01, 9.825475E+01, 1.176487E+02, 1.370479E+02, 1.564527E+02, 1.758647E+02, 1.952881E+02, 2.147312E+02, 2.342069E+02, 2.537342E+02, 2.733369E+02, 2.930436E+02, 3.128870E+02, 3.329024E+02, 3.531270E+02, 3.735989E+02, 3.943566E+02, 4.154380E+02, 4.368808E+02, 4.587215E+02, 4.809955E+02, 5.037367E+02, 5.269789E+02, 5.507534E+02, 5.750914E+02, 6.000225E+02, 6.255755E+02, 6.517784E+02, 6.786582E+02, 7.062414E+02, 7.345535E+02, 7.636202E+02, 7.934655E+02, 8.241140E+02, 8.555891E+02, 8.879145E+02, 9.211131E+02, 9.552079E+02, 9.902213E+02, 1.026176E+03, 1.063094E+03, 1.100998E+03, 1.139909E+03, 1.179850E+03, 1.220842E+03, 1.262908E+03, 1.306069E+03, 1.350348E+03, 1.395766E+03, 1.442345E+03, 1.490108E+03, 1.539077E+03, 1.589274E+03, 1.640722E+03, 1.693443E+03, 1.747460E+03, 1.802796E+03, 1.859474E+03, 1.917518E+03, 1.976951E+03, 2.037797E+03, 2.100079E+03, 2.163822E+03, 2.229050E+03, 2.295789E+03, 2.364061E+03, 2.433893E+03, 2.505311E+03, 2.578338E+03, 2.653003E+03, 2.729330E+03, 2.807346E+03, 2.887078E+03, 2.968553E+03, 3.051798E+03, 3.136841E+03, 3.223709E+03, 3.312431E+03, 3.403035E+03, 3.495550E+03, 3.590005E+03, 3.686430E+03, 3.784854E+03, 3.885307E+03, 3.987818E+03, 4.092420E+03, 4.199142E+03, 4.308019E+03, 4.419078E+03, 4.532353E+03, 4.647877E+03, 4.765681E+03, 4.885799E+03, 5.008265E+03, 5.133110E+03, 5.260370E+03, 5.390079E+03, 5.522272E+03, 5.656983E+03, 5.794248E+03, 5.934103E+03, 6.076583E+03, 6.221725E+03, 6.369565E+03, 6.520141E+03, 6.673490E+03, 6.829650E+03, 6.988658E+03, 7.150554E+03, 7.315374E+03, 7.483163E+03, 7.653955E+03, 7.827791E+03, 8.004714E+03, 8.184761E+03, 8.367975E+03, 8.554396E+03, 8.744068E+03, 8.937031E+03, 9.133330E+03, 9.333006E+03, 9.536102E+03, 9.742660E+03, 9.952728E+03, 1.016634E+04, 1.038356E+04, 1.060442E+04, 1.082896E+04, 1.105724E+04, 1.128930E+04, 1.152518E+04, 1.176493E+04, 1.200861E+04, 1.225625E+04, 1.250791E+04, 1.276363E+04, 1.302347E+04, 1.328747E+04, 1.355567E+04, 1.382815E+04, 1.410493E+04, 1.438608E+04, 1.467165E+04, 1.496167E+04, 1.525622E+04, 1.555534E+04, 1.585908E+04, 1.616750E+04, 1.648065E+04, 1.679858E+04, 1.712135E+04, 1.744901E+04, 1.778162E+04, 1.811924E+04, 1.846191E+04, 1.880971E+04, 1.916267E+04, 1.952087E+04, 1.988435E+04, 2.025318E+04, 2.062742E+04, 2.100712E+04, 2.139233E+04, 2.178314E+04, 2.217958E+04, 2.258173E+04, 2.298964E+04, 2.340338E+04, 2.382300E+04, 2.424858E+04, 2.468016E+04, 2.511782E+04, 2.556162E+04, 2.601162E+04, 2.646789E+04, 2.693049E+04, 2.739948E+04, 2.787494E+04, 2.835692E+04, 2.884550E+04, 2.934074E+04, 2.984270E+04, 3.035147E+04, 3.086709E+04, 3.138966E+04, 3.191921E+04, 3.245585E+04, 3.299963E+04, 3.355062E+04, 3.410888E+04, 3.467451E+04, 3.524756E+04, 3.582811E+04, 3.641622E+04, 3.701198E+04, 3.761545E+04, 3.822671E+04, 3.884585E+04, 3.947292E+04, 4.010800E+04, 4.075117E+04, 4.140251E+04, 4.206208E+04, 4.272999E+04, 4.340628E+04, 4.409106E+04, 4.478438E+04, 4.548634E+04, 4.619701E+04, 4.691648E+04, 4.764480E+04, 4.838208E+04, 4.912840E+04, 4.988382E+04, 5.064845E+04, 5.142236E+04, 5.220562E+04, 5.299834E+04, 5.380057E+04, 5.461242E+04, 5.543396E+04, 5.626530E+04, 5.710649E+04, 5.795764E+04, 5.881884E+04, 5.969016E+04, 6.057170E+04, 6.146354E+04, 6.236576E+04, 6.327849E+04, 6.420177E+04, 6.513569E+04, 6.608040E+04, 6.703593E+04, 6.800239E+04, 6.897987E+04, 6.996847E+04, 7.096828E+04, 7.197940E+04, 7.300190E+04, 7.403591E+04, 7.508148E+04, 7.613875E+04, 7.720776E+04, 7.828865E+04, 7.938152E+04, 8.048645E+04, 8.160355E+04, 8.273288E+04, 8.387459E+04, 8.502874E+04, 8.619544E+04, 8.737479E+04, 8.856692E+04, 8.977187E+04, 9.098980E+04, 9.222077E+04, 9.346492E+04, 9.472229E+04, 9.599307E+04, 9.727728E+04, 9.857509E+04, 9.988656E+04, 1.012118E+05, 1.025509E+05, 1.039041E+05, 1.052713E+05, 1.066527E+05, 1.080485E+05, 1.094586E+05, 1.108833E+05, 1.123226E+05, 1.137767E+05, 1.152456E+05, 1.167295E+05, 1.182285E+05, 1.197426E+05, 1.212720E+05, 1.228169E+05, 1.243772E+05, 1.259532E+05, 1.275450E+05, 1.291526E+05, 1.307762E+05, 1.324159E+05, 1.340718E+05, 1.357440E+05, 1.374326E+05, 1.391378E+05, 1.408596E+05, 1.425983E+05, 1.443539E+05, 1.461264E+05, 1.479161E+05, 1.497231E+05, 1.515475E+05, 1.533893E+05, 1.552488E+05, 1.571261E+05, 1.590212E+05, 1.609342E+05, 1.628655E+05, 1.648149E+05, 1.667827E+05, 1.687689E+05, 1.707738E+05, 1.727974E+05, 1.748399E+05, 1.769013E+05, 1.789819E+05, 1.810817E+05, 1.832008E+05, 1.853394E+05, 1.874977E+05, 1.896757E+05, 1.918736E+05, 1.940915E+05, 1.963295E+05, 1.985878E+05, 2.008665E+05, 2.031657E+05, 2.054855E+05, 2.078262E+05, 2.101878E+05, 2.125704E+05, 2.149743E+05, 2.173994E+05, 2.198460E+05, 2.223142E+05, 2.248042E+05, 2.273160E+05, 2.298498E+05, 2.324057E+05, 2.349840E+05, 2.375846E+05, 2.402077E+05, 2.428536E+05, 2.455223E+05, 2.482140E+05, 2.509288E+05, 2.536668E+05, 2.564282E+05, 2.592130E+05, 2.620217E+05, 2.648541E+05, 2.677105E+05, 2.705909E+05, ]) # ============================ M = 24, I = 1 ============================ M = 24 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.292050E+01, 3.906741E+02, 1.005073E+03, 1.803272E+03, 2.758591E+03, 3.847279E+03, 5.052949E+03, 6.364373E+03, 7.773349E+03, 9.273510E+03, 1.085973E+04, 1.252785E+04, 1.427453E+04, 1.609716E+04, 1.799386E+04, 1.996344E+04, 2.200537E+04, 2.411976E+04, 2.630734E+04, 2.856945E+04, 3.090798E+04, 3.332533E+04, 3.582443E+04, 3.840866E+04, 4.108185E+04, 4.384824E+04, 4.671246E+04, 4.967953E+04, 5.275479E+04, 5.594394E+04, 5.925300E+04, 6.268831E+04, 6.625651E+04, 6.996454E+04, 7.381965E+04, 7.782937E+04, 8.200156E+04, 8.634435E+04, 9.086621E+04, 9.557589E+04, 1.004825E+05, 1.055954E+05, 1.109245E+05, 1.164797E+05, 1.222716E+05, 1.283110E+05, 1.346092E+05, 1.411777E+05, 1.480287E+05, 1.551746E+05, 1.626283E+05, 1.704033E+05, 1.785135E+05, 1.869731E+05, 1.957972E+05, 2.050012E+05, 2.146010E+05, 2.246133E+05, 2.350552E+05, 2.459446E+05, 2.573000E+05, 2.691403E+05, 2.814855E+05, 2.943560E+05, 3.077732E+05, 3.217591E+05, 3.363365E+05, 3.515290E+05, 3.673611E+05, 3.838583E+05, 4.010468E+05, 4.189537E+05, 4.376073E+05, 4.570368E+05, 4.772723E+05, 4.983450E+05, 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8.419287E+06, 8.724013E+06, 9.038909E+06, 9.364282E+06, 9.700450E+06, 1.004774E+07, 1.040648E+07, 1.077703E+07, 1.115972E+07, 1.155493E+07, 1.196302E+07, 1.238439E+07, 1.281941E+07, 1.326849E+07, 1.373205E+07, 1.421051E+07, 1.470430E+07, 1.521387E+07, 1.573968E+07, 1.628220E+07, 1.684190E+07, 1.741929E+07, 1.801486E+07, 1.862915E+07, 1.926268E+07, 1.991600E+07, 2.058967E+07, 2.128427E+07, 2.200038E+07, 2.273860E+07, 2.349957E+07, 2.428391E+07, 2.509227E+07, 2.592532E+07, 2.678374E+07, 2.766823E+07, 2.857952E+07, 2.951833E+07, 3.048542E+07, 3.148155E+07, 3.250752E+07, 3.356415E+07, 3.465225E+07, 3.577267E+07, 3.692629E+07, 3.811399E+07, 3.933669E+07, 4.059531E+07, 4.189082E+07, 4.322419E+07, 4.459642E+07, 4.600854E+07, 4.746159E+07, 4.895664E+07, 5.049481E+07, 5.207720E+07, 5.370496E+07, 5.537929E+07, 5.710136E+07, 5.887243E+07, 6.069375E+07, 6.256660E+07, 6.449230E+07, 6.647220E+07, 6.850769E+07, 7.060016E+07, 7.275106E+07, 7.496186E+07, 7.723406E+07, 7.956922E+07, 8.196890E+07, 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5.833356E+08, 5.981217E+08, 6.132488E+08, 6.287240E+08, 6.445545E+08, 6.607476E+08, 6.773108E+08, 6.942517E+08, 7.115781E+08, 7.292978E+08, 7.474189E+08, 7.659495E+08, 7.848980E+08, 8.042728E+08, 8.240826E+08, 8.443361E+08, 8.650424E+08, 8.862103E+08, 9.078494E+08, 9.299688E+08, 9.525784E+08, 9.756877E+08, 9.993068E+08, 1.023446E+09, 1.048115E+09, 1.073324E+09, 1.099085E+09, 1.125408E+09, 1.152304E+09, 1.179785E+09, 1.207861E+09, 1.236544E+09, 1.265847E+09, 1.295781E+09, 1.326358E+09, 1.357591E+09, 1.389492E+09, 1.422075E+09, 1.455352E+09, 1.489336E+09, 1.524042E+09, 1.559483E+09, 1.595672E+09, 1.632625E+09, 1.670356E+09, 1.708878E+09, 1.748208E+09, 1.788360E+09, 1.829351E+09, 1.871194E+09, 1.913908E+09, 1.957507E+09, 2.002008E+09, 2.047429E+09, 2.093785E+09, 2.141095E+09, 2.189376E+09, 2.238646E+09, 2.288924E+09, 2.340226E+09, 2.392574E+09, 2.445985E+09, 2.500478E+09, 2.556075E+09, 2.612794E+09, 2.670656E+09, 2.729682E+09, 2.789893E+09, 2.851310E+09, 2.913954E+09, 2.977849E+09, 3.043015E+09, 3.109477E+09, 3.177257E+09, 3.246378E+09, 3.316865E+09, 3.388742E+09, 3.462033E+09, 3.536763E+09, 3.612957E+09, 3.690642E+09, 3.769844E+09, 3.850588E+09, 3.932903E+09, 4.016816E+09, 4.102353E+09, 4.189544E+09, 4.278418E+09, 4.369003E+09, 4.461330E+09, 4.555427E+09, 4.651326E+09, 4.749057E+09, 4.848653E+09, 4.950144E+09, 5.053564E+09, 5.158945E+09, 5.266321E+09, 5.375725E+09, 5.487192E+09, 5.600757E+09, 5.716454E+09, 5.834322E+09, 5.954395E+09, 6.076710E+09, 6.201306E+09, 6.328221E+09, 6.457492E+09, 6.589161E+09, 6.723265E+09, 6.859847E+09, 6.998946E+09, 7.140605E+09, 7.284866E+09, 7.431771E+09, 7.581365E+09, 7.733691E+09, 7.888795E+09, 8.046721E+09, 8.207515E+09, 8.371225E+09, 8.537898E+09, 8.707583E+09, 8.880326E+09, 9.056180E+09, 9.235193E+09, 9.417416E+09, 9.602902E+09, 9.791702E+09, 9.983870E+09, 1.017946E+10, 1.037853E+10, 1.058112E+10, 1.078731E+10, 1.099714E+10, 1.121067E+10, 1.142797E+10, 1.164908E+10, 1.187408E+10, 1.210302E+10, 1.233596E+10, 1.257297E+10, 1.281412E+10, 1.305945E+10, 1.330905E+10, 1.356298E+10, 1.382130E+10, 1.408408E+10, 1.435139E+10, 1.462331E+10, 1.489990E+10, 1.518124E+10, 1.546739E+10, 1.575843E+10, 1.605445E+10, 1.635550E+10, 1.666168E+10, 1.697306E+10, 1.728971E+10, 1.761172E+10, 1.793917E+10, 1.827215E+10, 1.861073E+10, 1.895500E+10, 1.930504E+10, 1.966095E+10, 2.002280E+10, 2.039070E+10, 2.076473E+10, 2.114498E+10, 2.153155E+10, 2.192452E+10, 2.232400E+10, 2.273008E+10, 2.314286E+10, 2.356244E+10, 2.398892E+10, 2.442239E+10, 2.486297E+10, 2.531076E+10, 2.576586E+10, 2.622838E+10, 2.669842E+10, 2.717611E+10, 2.766155E+10, 2.815485E+10, 2.865613E+10, 2.916550E+10, 2.968309E+10, 3.020900E+10, 3.074336E+10, 3.128629E+10, 3.183791E+10, 3.239836E+10, 3.296775E+10, 3.354621E+10, 3.413388E+10, 3.473088E+10, 3.533735E+10, 3.595342E+10, 3.657923E+10, 3.721491E+10, 3.786062E+10, 3.851648E+10, 3.918264E+10, 3.985925E+10, 4.054645E+10, 4.124439E+10, 4.195323E+10, 4.267311E+10, 4.340419E+10, 4.414663E+10, ]) # ============================ M = 24, I = 2 ============================ M = 24 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.320627E+01, 3.967140E+02, 1.020812E+03, 1.831644E+03, 2.802090E+03, 3.908018E+03, 5.132780E+03, 6.464974E+03, 7.896269E+03, 9.420194E+03, 1.103155E+04, 1.272610E+04, 1.450045E+04, 1.635197E+04, 1.827873E+04, 2.027952E+04, 2.235381E+04, 2.450171E+04, 2.672398E+04, 2.902195E+04, 3.139754E+04, 3.385322E+04, 3.639193E+04, 3.901714E+04, 4.173271E+04, 4.454296E+04, 4.745259E+04, 5.046670E+04, 5.359072E+04, 5.683045E+04, 6.019198E+04, 6.368177E+04, 6.730655E+04, 7.107338E+04, 7.498962E+04, 7.906293E+04, 8.330129E+04, 8.771295E+04, 9.230652E+04, 9.709090E+04, 1.020753E+05, 1.072694E+05, 1.126829E+05, 1.183262E+05, 1.242100E+05, 1.303452E+05, 1.367433E+05, 1.434160E+05, 1.503756E+05, 1.576349E+05, 1.652069E+05, 1.731052E+05, 1.813440E+05, 1.899379E+05, 1.989020E+05, 2.082519E+05, 2.180041E+05, 2.281752E+05, 2.387828E+05, 2.498450E+05, 2.613804E+05, 2.734086E+05, 2.859497E+05, 2.990244E+05, 3.126545E+05, 3.268623E+05, 3.416710E+05, 3.571045E+05, 3.731879E+05, 3.899469E+05, 4.074081E+05, 4.255992E+05, 4.445488E+05, 4.642866E+05, 4.848432E+05, 5.062504E+05, 5.285411E+05, 5.517492E+05, 5.759100E+05, 6.010599E+05, 6.272366E+05, 6.544791E+05, 6.828278E+05, 7.123243E+05, 7.430118E+05, 7.749349E+05, 8.081397E+05, 8.426739E+05, 8.785869E+05, 9.159296E+05, 9.547547E+05, 9.951165E+05, 1.037071E+06, 1.080677E+06, 1.125994E+06, 1.173084E+06, 1.222012E+06, 1.272842E+06, 1.325644E+06, 1.380488E+06, 1.437448E+06, 1.496596E+06, 1.558012E+06, 1.621776E+06, 1.687970E+06, 1.756679E+06, 1.827991E+06, 1.901997E+06, 1.978790E+06, 2.058466E+06, 2.141126E+06, 2.226871E+06, 2.315808E+06, 2.408045E+06, 2.503695E+06, 2.602874E+06, 2.705700E+06, 2.812297E+06, 2.922792E+06, 3.037315E+06, 3.156001E+06, 3.278987E+06, 3.406418E+06, 3.538439E+06, 3.675202E+06, 3.816863E+06, 3.963582E+06, 4.115525E+06, 4.272861E+06, 4.435765E+06, 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5.129742E+07, 5.290498E+07, 5.455863E+07, 5.625958E+07, 5.800905E+07, 5.980828E+07, 6.165856E+07, 6.356120E+07, 6.551753E+07, 6.752893E+07, 6.959679E+07, 7.172254E+07, 7.390765E+07, 7.615362E+07, 7.846197E+07, 8.083427E+07, 8.327212E+07, 8.577716E+07, 8.835106E+07, 9.099552E+07, 9.371230E+07, 9.650317E+07, 9.936996E+07, 1.023145E+08, 1.053388E+08, 1.084447E+08, 1.116342E+08, 1.149094E+08, 1.182723E+08, 1.217250E+08, 1.252698E+08, 1.289088E+08, 1.326443E+08, 1.364786E+08, 1.404140E+08, 1.444529E+08, 1.485979E+08, 1.528514E+08, 1.572160E+08, 1.616943E+08, 1.662889E+08, 1.710027E+08, 1.758383E+08, 1.807986E+08, 1.858865E+08, 1.911050E+08, 1.964572E+08, 2.019459E+08, 2.075745E+08, 2.133462E+08, 2.192641E+08, 2.253316E+08, 2.315523E+08, 2.379294E+08, 2.444666E+08, 2.511676E+08, 2.580359E+08, 2.650754E+08, 2.722898E+08, 2.796832E+08, 2.872595E+08, 2.950228E+08, 3.029772E+08, 3.111270E+08, 3.194765E+08, 3.280301E+08, 3.367923E+08, 3.457677E+08, 3.549609E+08, 3.643767E+08, 3.740200E+08, 3.838957E+08, 3.940088E+08, 4.043646E+08, 4.149681E+08, 4.258248E+08, 4.369400E+08, 4.483195E+08, 4.599687E+08, 4.718934E+08, 4.840996E+08, 4.965931E+08, 5.093801E+08, 5.224668E+08, 5.358595E+08, 5.495646E+08, 5.635886E+08, 5.779384E+08, 5.926206E+08, 6.076422E+08, 6.230102E+08, 6.387319E+08, 6.548145E+08, 6.712656E+08, 6.880926E+08, 7.053034E+08, 7.229058E+08, 7.409077E+08, 7.593175E+08, 7.781433E+08, 7.973936E+08, 8.170771E+08, 8.372025E+08, 8.577787E+08, 8.788148E+08, 9.003200E+08, 9.223038E+08, 9.447757E+08, 9.677455E+08, 9.912230E+08, 1.015218E+09, 1.039742E+09, 1.064804E+09, 1.090416E+09, 1.116587E+09, 1.143329E+09, 1.170654E+09, 1.198572E+09, 1.227096E+09, 1.256236E+09, 1.286006E+09, 1.316417E+09, 1.347481E+09, 1.379212E+09, 1.411622E+09, 1.444723E+09, 1.478531E+09, 1.513057E+09, 1.548316E+09, 1.584322E+09, 1.621088E+09, 1.658630E+09, 1.696962E+09, 1.736098E+09, 1.776055E+09, 1.816848E+09, 1.858491E+09, 1.901002E+09, 1.944396E+09, 1.988690E+09, 2.033901E+09, 2.080046E+09, 2.127141E+09, 2.175206E+09, 2.224256E+09, 2.274312E+09, 2.325391E+09, 2.377512E+09, 2.430694E+09, 2.484956E+09, 2.540319E+09, 2.596802E+09, 2.654425E+09, 2.713210E+09, 2.773177E+09, 2.834348E+09, 2.896744E+09, 2.960388E+09, 3.025301E+09, 3.091507E+09, 3.159029E+09, 3.227890E+09, 3.298113E+09, 3.369724E+09, 3.442747E+09, 3.517207E+09, 3.593129E+09, 3.670539E+09, 3.749463E+09, 3.829928E+09, 3.911960E+09, 3.995588E+09, 4.080839E+09, 4.167741E+09, 4.256323E+09, 4.346615E+09, 4.438645E+09, 4.532444E+09, 4.628042E+09, 4.725471E+09, 4.824762E+09, 4.925947E+09, 5.029057E+09, 5.134127E+09, 5.241189E+09, 5.350278E+09, 5.461428E+09, 5.574673E+09, 5.690050E+09, 5.807594E+09, 5.927342E+09, 6.049331E+09, 6.173598E+09, 6.300183E+09, 6.429122E+09, 6.560457E+09, 6.694226E+09, 6.830471E+09, 6.969232E+09, 7.110552E+09, 7.254472E+09, 7.401035E+09, 7.550285E+09, 7.702266E+09, 7.857024E+09, 8.014603E+09, 8.175049E+09, 8.338411E+09, 8.504734E+09, 8.674068E+09, 8.846460E+09, 9.021962E+09, 9.200622E+09, 9.382493E+09, 9.567625E+09, 9.756072E+09, 9.947886E+09, 1.014312E+10, 1.034183E+10, 1.054408E+10, 1.074991E+10, 1.095939E+10, 1.117257E+10, 1.138951E+10, 1.161028E+10, 1.183492E+10, 1.206351E+10, 1.229611E+10, 1.253277E+10, 1.277357E+10, 1.301856E+10, 1.326781E+10, 1.352140E+10, 1.377938E+10, 1.404182E+10, 1.430880E+10, 1.458038E+10, 1.485664E+10, 1.513765E+10, 1.542348E+10, 1.571420E+10, 1.600990E+10, 1.631064E+10, 1.661651E+10, 1.692757E+10, 1.724392E+10, 1.756564E+10, 1.789279E+10, 1.822547E+10, 1.856377E+10, 1.890775E+10, 1.925752E+10, 1.961316E+10, 1.997475E+10, 2.034239E+10, 2.071617E+10, 2.109617E+10, 2.148250E+10, 2.187524E+10, 2.227449E+10, 2.268036E+10, 2.309292E+10, 2.351230E+10, 2.393858E+10, 2.437187E+10, 2.481227E+10, 2.525989E+10, 2.571484E+10, 2.617721E+10, 2.664712E+10, 2.712468E+10, 2.761000E+10, 2.810320E+10, 2.860438E+10, 2.911368E+10, 2.963119E+10, 3.015704E+10, 3.069136E+10, 3.123426E+10, 3.178587E+10, 3.234631E+10, 3.291572E+10, 3.349421E+10, 3.408192E+10, 3.467898E+10, 3.528552E+10, 3.590169E+10, 3.652761E+10, 3.716342E+10, 3.780927E+10, 3.846529E+10, 3.913164E+10, 3.980845E+10, 4.049588E+10, 4.119407E+10, 4.190317E+10, 4.262334E+10, 4.335473E+10, 4.409751E+10, 4.485181E+10, ]) # ============================ M = 25, I = 1 ============================ M = 25 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.770091E+00, 2.977859E+01, 9.937740E+01, 1.988322E+02, 3.215729E+02, 4.640430E+02, 6.242173E+02, 8.010306E+02, 9.940470E+02, 1.203230E+03, 1.428784E+03, 1.671049E+03, 1.930439E+03, 2.207403E+03, 2.502409E+03, 2.815935E+03, 3.148470E+03, 3.500512E+03, 3.872573E+03, 4.265185E+03, 4.678896E+03, 5.114281E+03, 5.571937E+03, 6.052488E+03, 6.556588E+03, 7.084914E+03, 7.638174E+03, 8.217103E+03, 8.822464E+03, 9.455047E+03, 1.011567E+04, 1.080517E+04, 1.152441E+04, 1.227430E+04, 1.305574E+04, 1.386968E+04, 1.471707E+04, 1.559892E+04, 1.651622E+04, 1.747001E+04, 1.846134E+04, 1.949129E+04, 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2.742914E+07, 2.752816E+07, 2.762723E+07, 2.772633E+07, 2.782547E+07, 2.792464E+07, 2.802386E+07, 2.812310E+07, 2.822238E+07, 2.832170E+07, 2.842105E+07, 2.852043E+07, 2.861984E+07, 2.871929E+07, 2.881876E+07, 2.891827E+07, 2.901781E+07, 2.911738E+07, 2.921697E+07, 2.931660E+07, 2.941625E+07, 2.951593E+07, 2.961563E+07, 2.971536E+07, 2.981512E+07, 2.991490E+07, 3.001471E+07, 3.011454E+07, 3.021440E+07, 3.031427E+07, 3.041417E+07, 3.051409E+07, 3.061403E+07, 3.071400E+07, 3.081398E+07, 3.091398E+07, 3.101400E+07, 3.111404E+07, 3.121410E+07, 3.131418E+07, 3.141427E+07, 3.151438E+07, 3.161450E+07, 3.171464E+07, 3.181480E+07, 3.191497E+07, 3.201516E+07, 3.211536E+07, 3.221557E+07, 3.231579E+07, 3.241603E+07, 3.251628E+07, 3.261654E+07, 3.271681E+07, 3.281709E+07, 3.291738E+07, 3.301768E+07, 3.311799E+07, 3.321831E+07, 3.331863E+07, 3.341897E+07, 3.351931E+07, ]) # ============================ M = 26, I = 1 ============================ M = 26 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.304830E+00, 1.250398E+01, 2.430656E+01, 3.611749E+01, 4.793075E+01, 5.974517E+01, 7.156041E+01, 8.337676E+01, 9.519598E+01, 1.070231E+02, 1.188685E+02, 1.307497E+02, 1.426921E+02, 1.547288E+02, 1.668996E+02, 1.792497E+02, 1.918283E+02, 2.046870E+02, 2.178788E+02, 2.314572E+02, 2.454754E+02, 2.599861E+02, 2.750412E+02, 2.906915E+02, 3.069873E+02, 3.239777E+02, 3.417115E+02, 3.602368E+02, 3.796015E+02, 3.998534E+02, 4.210403E+02, 4.432102E+02, 4.664116E+02, 4.906933E+02, 5.161050E+02, 5.426969E+02, 5.705205E+02, 5.996279E+02, 6.300725E+02, 6.619090E+02, 6.951932E+02, 7.299823E+02, 7.663350E+02, 8.043115E+02, 8.439737E+02, 8.853849E+02, 9.286104E+02, 9.737171E+02, 1.020774E+03, 1.069851E+03, 1.121023E+03, 1.174362E+03, 1.229947E+03, 1.287856E+03, 1.348170E+03, 1.410973E+03, 1.476352E+03, 1.544394E+03, 1.615190E+03, 1.688834E+03, 1.765421E+03, 1.845051E+03, 1.927824E+03, 2.013846E+03, 2.103222E+03, 2.196064E+03, 2.292484E+03, 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2.568123E+06, 2.600732E+06, 2.633618E+06, 2.666782E+06, 2.700225E+06, 2.733947E+06, 2.767948E+06, 2.802231E+06, 2.836795E+06, 2.871642E+06, 2.906772E+06, 2.942186E+06, 2.977884E+06, 3.013867E+06, 3.050137E+06, 3.086693E+06, 3.123537E+06, 3.160669E+06, 3.198090E+06, 3.235800E+06, 3.273800E+06, 3.312091E+06, 3.350673E+06, 3.389548E+06, 3.428714E+06, 3.468175E+06, 3.507929E+06, 3.547977E+06, 3.588321E+06, 3.628960E+06, 3.669896E+06, 3.711128E+06, 3.752657E+06, 3.794484E+06, 3.836610E+06, 3.879034E+06, 3.921758E+06, 3.964782E+06, 4.008106E+06, 4.051731E+06, 4.095657E+06, 4.139886E+06, 4.184416E+06, 4.229249E+06, 4.274386E+06, 4.319826E+06, 4.365570E+06, 4.411619E+06, 4.457972E+06, 4.504631E+06, 4.551595E+06, 4.598866E+06, 4.646443E+06, 4.694327E+06, 4.742517E+06, 4.791016E+06, 4.839822E+06, 4.888936E+06, 4.938359E+06, 4.988091E+06, 5.038132E+06, 5.088482E+06, 5.139142E+06, 5.190112E+06, 5.241393E+06, 5.292984E+06, 5.344885E+06, 5.397098E+06, 5.449622E+06, 5.502458E+06, 5.555605E+06, 5.609064E+06, 5.662836E+06, 5.716920E+06, 5.771317E+06, 5.826026E+06, 5.881048E+06, 5.936384E+06, 5.992033E+06, 6.047995E+06, 6.104271E+06, 6.160861E+06, 6.217764E+06, 6.274982E+06, 6.332514E+06, 6.390360E+06, 6.448520E+06, 6.506995E+06, 6.565784E+06, 6.624889E+06, 6.684307E+06, 6.744041E+06, 6.804090E+06, 6.864453E+06, 6.925131E+06, 6.986125E+06, 7.047433E+06, 7.109057E+06, 7.170995E+06, 7.233249E+06, 7.295818E+06, 7.358702E+06, 7.421901E+06, 7.485415E+06, 7.549244E+06, 7.613388E+06, 7.677847E+06, 7.742621E+06, 7.807711E+06, 7.873115E+06, 7.938833E+06, 8.004867E+06, 8.071215E+06, 8.137878E+06, 8.204856E+06, 8.272148E+06, 8.339754E+06, 8.407674E+06, 8.475909E+06, 8.544458E+06, 8.613320E+06, 8.682496E+06, 8.751986E+06, 8.821790E+06, 8.891907E+06, 8.962337E+06, 9.033080E+06, 9.104136E+06, 9.175504E+06, 9.247186E+06, 9.319179E+06, 9.391485E+06, 9.464103E+06, 9.537033E+06, 9.610274E+06, 9.683827E+06, 9.757691E+06, 9.831866E+06, 9.906352E+06, 9.981148E+06, 1.005625E+07, 1.013167E+07, 1.020740E+07, 1.028343E+07, 1.035978E+07, 1.043643E+07, 1.051340E+07, 1.059067E+07, 1.066825E+07, 1.074614E+07, ]) # ============================ M = 26, I = 2 ============================ M = 26 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 9.038610E+00, 5.002245E+01, 9.724844E+01, 1.445174E+02, 1.918051E+02, 2.391070E+02, 2.864216E+02, 3.337500E+02, 3.810994E+02, 4.284900E+02, 4.759635E+02, 5.235904E+02, 5.714725E+02, 6.197428E+02, 6.685613E+02, 7.181100E+02, 7.685864E+02, 8.201986E+02, 8.731600E+02, 9.276864E+02, 9.839927E+02, 1.042292E+03, 1.102794E+03, 1.165705E+03, 1.231229E+03, 1.299566E+03, 1.370913E+03, 1.445466E+03, 1.523421E+03, 1.604973E+03, 1.690316E+03, 1.779646E+03, 1.873162E+03, 1.971062E+03, 2.073551E+03, 2.180834E+03, 2.293120E+03, 2.410625E+03, 2.533566E+03, 2.662168E+03, 2.796659E+03, 2.937274E+03, 3.084253E+03, 3.237845E+03, 3.398302E+03, 3.565885E+03, 3.740861E+03, 3.923506E+03, 4.114103E+03, 4.312942E+03, 4.520321E+03, 4.736549E+03, 4.961942E+03, 5.196824E+03, 5.441530E+03, 5.696403E+03, 5.961797E+03, 6.238076E+03, 6.525613E+03, 6.824793E+03, 7.136010E+03, 7.459672E+03, 7.796194E+03, 8.146007E+03, 8.509552E+03, 8.887282E+03, 9.279663E+03, 9.687173E+03, 1.011030E+04, 1.054956E+04, 1.100547E+04, 1.147855E+04, 1.196935E+04, 1.247845E+04, 1.300641E+04, 1.355382E+04, 1.412130E+04, 1.470947E+04, 1.531897E+04, 1.595045E+04, 1.660460E+04, 1.728210E+04, 1.798367E+04, 1.871002E+04, 1.946192E+04, 2.024012E+04, 2.104540E+04, 2.187858E+04, 2.274049E+04, 2.363195E+04, 2.455385E+04, 2.550708E+04, 2.649253E+04, 2.751115E+04, 2.856389E+04, 2.965174E+04, 3.077569E+04, 3.193676E+04, 3.313603E+04, 3.437455E+04, 3.565344E+04, 3.697382E+04, 3.833685E+04, 3.974372E+04, 4.119563E+04, 4.269382E+04, 4.423956E+04, 4.583416E+04, 4.747893E+04, 4.917524E+04, 5.092448E+04, 5.272806E+04, 5.458744E+04, 5.650410E+04, 5.847957E+04, 6.051540E+04, 6.261317E+04, 6.477452E+04, 6.700109E+04, 6.929459E+04, 7.165675E+04, 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5.941787E+05, 6.097842E+05, 6.257496E+05, 6.420822E+05, 6.587893E+05, 6.758782E+05, 6.933565E+05, 7.112318E+05, 7.295120E+05, 7.482048E+05, 7.673183E+05, 7.868607E+05, 8.068404E+05, 8.272656E+05, 8.481451E+05, 8.694874E+05, 8.913016E+05, 9.135964E+05, 9.363811E+05, 9.596650E+05, 9.834575E+05, 1.007768E+06, 1.032607E+06, 1.057983E+06, 1.083907E+06, 1.110389E+06, 1.137439E+06, 1.165069E+06, 1.193287E+06, 1.222106E+06, 1.251537E+06, 1.281590E+06, 1.312277E+06, 1.343610E+06, 1.375599E+06, 1.408258E+06, 1.441597E+06, 1.475630E+06, 1.510369E+06, 1.545826E+06, 1.582014E+06, 1.618946E+06, 1.656636E+06, 1.695096E+06, 1.734341E+06, 1.774384E+06, 1.815238E+06, 1.856919E+06, 1.899441E+06, 1.942817E+06, 1.987064E+06, 2.032196E+06, 2.078228E+06, 2.125176E+06, 2.173056E+06, 2.221882E+06, 2.271673E+06, 2.322444E+06, 2.374210E+06, 2.426991E+06, 2.480802E+06, 2.535661E+06, 2.591585E+06, 2.648592E+06, 2.706701E+06, 2.765929E+06, 2.826296E+06, 2.887820E+06, 2.950519E+06, 3.014415E+06, 3.079525E+06, 3.145871E+06, 3.213472E+06, 3.282348E+06, 3.352521E+06, 3.424011E+06, 3.496840E+06, 3.571030E+06, 3.646601E+06, 3.723577E+06, 3.801980E+06, 3.881833E+06, 3.963158E+06, 4.045979E+06, 4.130320E+06, 4.216205E+06, 4.303658E+06, 4.392704E+06, 4.483368E+06, 4.575674E+06, 4.669650E+06, 4.765320E+06, 4.862711E+06, 4.961850E+06, 5.062764E+06, 5.165479E+06, 5.270025E+06, 5.376428E+06, 5.484717E+06, 5.594922E+06, 5.707070E+06, 5.821192E+06, 5.937318E+06, 6.055478E+06, 6.175702E+06, 6.298022E+06, 6.422469E+06, 6.549074E+06, 6.677871E+06, 6.808892E+06, 6.942170E+06, 7.077738E+06, 7.215630E+06, 7.355880E+06, 7.498524E+06, 7.643596E+06, 7.791132E+06, 7.941168E+06, 8.093740E+06, 8.248886E+06, 8.406642E+06, 8.567047E+06, 8.730138E+06, 8.895956E+06, 9.064538E+06, 9.235924E+06, 9.410155E+06, 9.587271E+06, 9.767313E+06, 9.950323E+06, 1.013634E+07, 1.032542E+07, 1.051758E+07, 1.071289E+07, 1.091138E+07, 1.111310E+07, 1.131810E+07, 1.152641E+07, 1.173809E+07, 1.195318E+07, 1.217173E+07, 1.239378E+07, 1.261940E+07, 1.284861E+07, 1.308148E+07, 1.331806E+07, 1.355839E+07, 1.380253E+07, 1.405052E+07, 1.430243E+07, 1.455830E+07, 1.481819E+07, 1.508215E+07, 1.535024E+07, 1.562251E+07, 1.589902E+07, 1.617982E+07, 1.646498E+07, 1.675454E+07, 1.704858E+07, 1.734715E+07, 1.765030E+07, 1.795810E+07, 1.827062E+07, 1.858791E+07, 1.891003E+07, 1.923705E+07, 1.956904E+07, 1.990605E+07, 2.024816E+07, 2.059542E+07, 2.094792E+07, 2.130571E+07, 2.166886E+07, 2.203744E+07, 2.241152E+07, 2.279118E+07, 2.317648E+07, 2.356750E+07, 2.396431E+07, 2.436698E+07, 2.477559E+07, 2.519021E+07, 2.561092E+07, 2.603780E+07, 2.647091E+07, 2.691036E+07, 2.735620E+07, 2.780852E+07, 2.826741E+07, 2.873294E+07, 2.920521E+07, 2.968428E+07, 3.017025E+07, 3.066320E+07, 3.116321E+07, 3.167038E+07, 3.218480E+07, 3.270655E+07, 3.323572E+07, 3.377240E+07, 3.431668E+07, 3.486866E+07, 3.542844E+07, 3.599610E+07, 3.657174E+07, 3.715545E+07, 3.774734E+07, 3.834751E+07, 3.895605E+07, 3.957306E+07, 4.019865E+07, 4.083291E+07, 4.147596E+07, 4.212789E+07, 4.278881E+07, 4.345883E+07, 4.413806E+07, 4.482660E+07, 4.552456E+07, 4.623206E+07, 4.694921E+07, 4.767612E+07, 4.841290E+07, 4.915968E+07, 4.991656E+07, 5.068367E+07, 5.146112E+07, 5.224903E+07, 5.304753E+07, 5.385673E+07, 5.467677E+07, 5.550776E+07, 5.634983E+07, 5.720311E+07, 5.806772E+07, 5.894381E+07, 5.983149E+07, 6.073090E+07, 6.164217E+07, 6.256543E+07, 6.350083E+07, 6.444850E+07, 6.540858E+07, 6.638121E+07, 6.736653E+07, 6.836468E+07, 6.937580E+07, 7.040005E+07, 7.143756E+07, 7.248849E+07, 7.355298E+07, 7.463118E+07, 7.572326E+07, 7.682935E+07, 7.794962E+07, 7.908422E+07, 8.023331E+07, 8.139705E+07, 8.257560E+07, 8.376911E+07, 8.497777E+07, 8.620172E+07, 8.744114E+07, 8.869619E+07, 8.996705E+07, 9.125388E+07, 9.255687E+07, 9.387617E+07, 9.521198E+07, 9.656446E+07, 9.793379E+07, 9.932016E+07, 1.007238E+08, 1.021447E+08, 1.035833E+08, 1.050397E+08, 1.065140E+08, 1.080065E+08, 1.095173E+08, 1.110466E+08, 1.125947E+08, 1.141618E+08, 1.157479E+08, 1.173534E+08, 1.189785E+08, 1.206232E+08, 1.222880E+08, 1.239729E+08, 1.256781E+08, 1.274039E+08, 1.291506E+08, 1.309182E+08, 1.327070E+08, 1.345173E+08, 1.363493E+08, 1.382031E+08, 1.400791E+08, 1.419774E+08, 1.438983E+08, 1.458419E+08, 1.478086E+08, 1.497986E+08, 1.518121E+08, 1.538493E+08, 1.559105E+08, 1.579959E+08, 1.601058E+08, 1.622404E+08, ]) # ============================ M = 26, I = 3 ============================ M = 26 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 7.079367E+00, 4.412217E+01, 8.616568E+01, 1.282390E+02, 1.703269E+02, 2.124267E+02, 2.545389E+02, 2.966717E+02, 3.388508E+02, 3.811316E+02, 4.236070E+02, 4.664097E+02, 5.097086E+02, 5.537009E+02, 5.986050E+02, 6.446520E+02, 6.920799E+02, 7.411285E+02, 7.920363E+02, 8.450390E+02, 9.003683E+02, 9.582520E+02, 1.018914E+03, 1.082575E+03, 1.149456E+03, 1.219772E+03, 1.293743E+03, 1.371586E+03, 1.453523E+03, 1.539774E+03, 1.630567E+03, 1.726131E+03, 1.826699E+03, 1.932513E+03, 2.043816E+03, 2.160860E+03, 2.283905E+03, 2.413215E+03, 2.549064E+03, 2.691734E+03, 2.841513E+03, 2.998702E+03, 3.163607E+03, 3.336548E+03, 3.517851E+03, 3.707856E+03, 3.906910E+03, 4.115374E+03, 4.333620E+03, 4.562031E+03, 4.801003E+03, 5.050943E+03, 5.312274E+03, 5.585429E+03, 5.870857E+03, 6.169020E+03, 6.480395E+03, 6.805473E+03, 7.144762E+03, 7.498784E+03, 7.868078E+03, 8.253200E+03, 8.654722E+03, 9.073233E+03, 9.509341E+03, 9.963672E+03, 1.043687E+04, 1.092960E+04, 1.144255E+04, 1.197642E+04, 1.253192E+04, 1.310982E+04, 1.371088E+04, 1.433589E+04, 1.498565E+04, 1.566101E+04, 1.636283E+04, 1.709198E+04, 1.784939E+04, 1.863598E+04, 1.945271E+04, 2.030057E+04, 2.118059E+04, 2.209379E+04, 2.304126E+04, 2.402409E+04, 2.504341E+04, 2.610039E+04, 2.719622E+04, 2.833212E+04, 2.950935E+04, 3.072920E+04, 3.199299E+04, 3.330209E+04, 3.465789E+04, 3.606183E+04, 3.751536E+04, 3.901999E+04, 4.057728E+04, 4.218879E+04, 4.385617E+04, 4.558107E+04, 4.736520E+04, 4.921031E+04, 5.111820E+04, 5.309070E+04, 5.512969E+04, 5.723711E+04, 5.941493E+04, 6.166518E+04, 6.398993E+04, 6.639131E+04, 6.887149E+04, 7.143270E+04, 7.407722E+04, 7.680738E+04, 7.962558E+04, 8.253426E+04, 8.553592E+04, 8.863312E+04, 9.182850E+04, 9.512471E+04, 9.852452E+04, 1.020307E+05, 1.056462E+05, 1.093739E+05, 1.132167E+05, 1.171779E+05, 1.212604E+05, 1.254676E+05, 1.298026E+05, 1.342689E+05, 1.388699E+05, 1.436090E+05, 1.484899E+05, 1.535162E+05, 1.586917E+05, 1.640201E+05, 1.695053E+05, 1.751514E+05, 1.809623E+05, 1.869424E+05, 1.930957E+05, 1.994266E+05, 2.059395E+05, 2.126390E+05, 2.195297E+05, 2.266162E+05, 2.339034E+05, 2.413961E+05, 2.490994E+05, 2.570183E+05, 2.651580E+05, 2.735240E+05, 2.821215E+05, 2.909561E+05, 3.000335E+05, 3.093594E+05, 3.189396E+05, 3.287802E+05, 3.388872E+05, 3.492668E+05, 3.599254E+05, 3.708695E+05, 3.821057E+05, 3.936405E+05, 4.054810E+05, 4.176341E+05, 4.301068E+05, 4.429065E+05, 4.560406E+05, 4.695165E+05, 4.833418E+05, 4.975246E+05, 5.120726E+05, 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5.154139E+07, 5.239953E+07, 5.327020E+07, 5.415355E+07, 5.504976E+07, 5.595896E+07, 5.688134E+07, 5.781705E+07, 5.876626E+07, 5.972913E+07, 6.070584E+07, 6.169656E+07, 6.270145E+07, 6.372070E+07, 6.475448E+07, 6.580296E+07, 6.686633E+07, 6.794477E+07, 6.903847E+07, 7.014760E+07, 7.127236E+07, 7.241294E+07, 7.356952E+07, 7.474230E+07, 7.593147E+07, 7.713724E+07, 7.835980E+07, 7.959934E+07, 8.085609E+07, 8.213023E+07, 8.342198E+07, 8.473155E+07, 8.605915E+07, 8.740498E+07, 8.876927E+07, 9.015224E+07, 9.155410E+07, 9.297508E+07, 9.441539E+07, 9.587527E+07, 9.735495E+07, 9.885465E+07, 1.003746E+08, 1.019151E+08, 1.034762E+08, 1.050584E+08, 1.066618E+08, 1.082866E+08, 1.099331E+08, 1.116016E+08, 1.132923E+08, 1.150055E+08, 1.167414E+08, 1.185002E+08, 1.202823E+08, 1.220879E+08, 1.239172E+08, 1.257706E+08, 1.276483E+08, 1.295506E+08, 1.314777E+08, 1.334300E+08, 1.354077E+08, 1.374111E+08, 1.394405E+08, 1.414962E+08, 1.435785E+08, 1.456876E+08, 1.478239E+08, 1.499876E+08, 1.521792E+08, 1.543988E+08, 1.566468E+08, 1.589235E+08, 1.612292E+08, 1.635643E+08, 1.659290E+08, 1.683237E+08, 1.707487E+08, 1.732043E+08, 1.756909E+08, 1.782088E+08, 1.807584E+08, 1.833399E+08, 1.859538E+08, 1.886004E+08, 1.912799E+08, 1.939929E+08, 1.967396E+08, 1.995204E+08, 2.023357E+08, 2.051858E+08, 2.080711E+08, 2.109920E+08, 2.139488E+08, 2.169420E+08, 2.199719E+08, 2.230389E+08, 2.261434E+08, 2.292858E+08, 2.324665E+08, 2.356859E+08, 2.389444E+08, 2.422424E+08, 2.455803E+08, 2.489586E+08, 2.523775E+08, 2.558377E+08, 2.593395E+08, 2.628833E+08, 2.664695E+08, 2.700987E+08, 2.737712E+08, ]) # ============================ M = 27, I = 1 ============================ M = 27 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.500294E+01, 3.318140E+02, 9.183187E+02, 1.678092E+03, 2.577274E+03, 3.597155E+03, 4.726623E+03, 5.959864E+03, 7.295005E+03, 8.732897E+03, 1.027611E+04, 1.192824E+04, 1.369350E+04, 1.557653E+04, 1.758233E+04, 1.971632E+04, 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1.335079E+14, 1.381034E+14, 1.428490E+14, 1.477495E+14, 1.528096E+14, 1.580342E+14, 1.634283E+14, 1.689973E+14, 1.747464E+14, 1.806811E+14, 1.868072E+14, 1.931304E+14, 1.996569E+14, 2.063927E+14, 2.133442E+14, 2.205179E+14, 2.279206E+14, 2.355592E+14, 2.434408E+14, 2.515728E+14, 2.599626E+14, 2.686180E+14, 2.775469E+14, 2.867575E+14, 2.962583E+14, 3.060578E+14, 3.161651E+14, 3.265891E+14, 3.373394E+14, 3.484255E+14, 3.598575E+14, 3.716454E+14, 3.837999E+14, 3.963317E+14, 4.092518E+14, 4.225718E+14, 4.363031E+14, 4.504580E+14, 4.650488E+14, 4.800881E+14, 4.955890E+14, 5.115649E+14, 5.280296E+14, 5.449973E+14, 5.624824E+14, 5.805000E+14, 5.990654E+14, 6.181942E+14, 6.379027E+14, 6.582076E+14, 6.791259E+14, 7.006751E+14, 7.228732E+14, 7.457388E+14, 7.692908E+14, 7.935487E+14, 8.185326E+14, 8.442630E+14, 8.707609E+14, ]) # ============================ M = 27, I = 2 ============================ M = 27 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 7.613759E+00, 1.692743E+02, 4.686229E+02, 8.564272E+02, 1.315402E+03, 1.835999E+03, 2.412545E+03, 3.042073E+03, 3.723627E+03, 4.457644E+03, 5.245436E+03, 6.088840E+03, 6.990006E+03, 7.951303E+03, 8.975288E+03, 1.006473E+04, 1.122263E+04, 1.245229E+04, 1.375734E+04, 1.514180E+04, 1.661012E+04, 1.816722E+04, 1.981855E+04, 2.157008E+04, 2.342841E+04, 2.540074E+04, 2.749494E+04, 2.971958E+04, 3.208399E+04, 3.459826E+04, 3.727331E+04, 4.012096E+04, 4.315392E+04, 4.638592E+04, 4.983170E+04, 5.350712E+04, 5.742924E+04, 6.161632E+04, 6.608802E+04, 7.086537E+04, 7.597097E+04, 8.142901E+04, 8.726543E+04, 9.350801E+04, 1.001866E+05, 1.073329E+05, 1.149813E+05, 1.231683E+05, 1.319331E+05, 1.413177E+05, 1.513669E+05, 1.621289E+05, 1.736551E+05, 1.860008E+05, 1.992249E+05, 2.133905E+05, 2.285652E+05, 2.448215E+05, 2.622365E+05, 2.808933E+05, 3.008803E+05, 3.222922E+05, 3.452305E+05, 3.698035E+05, 3.961272E+05, 4.243254E+05, 4.545306E+05, 4.868846E+05, 5.215387E+05, 5.586547E+05, 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3.811915E+13, 3.947028E+13, 4.086687E+13, 4.231039E+13, 4.380232E+13, 4.534420E+13, 4.693760E+13, 4.858417E+13, 5.028558E+13, 5.204356E+13, 5.385989E+13, 5.573641E+13, 5.767499E+13, 5.967759E+13, 6.174620E+13, 6.388289E+13, 6.608978E+13, 6.836904E+13, 7.072293E+13, 7.315376E+13, 7.566390E+13, 7.825582E+13, 8.093202E+13, 8.369511E+13, 8.654775E+13, 8.949269E+13, 9.253276E+13, 9.567086E+13, 9.891000E+13, 1.022532E+14, 1.057038E+14, 1.092648E+14, 1.129397E+14, 1.167320E+14, 1.206451E+14, 1.246828E+14, 1.288487E+14, 1.331467E+14, 1.375809E+14, 1.421552E+14, 1.468738E+14, 1.517412E+14, 1.567617E+14, 1.619398E+14, 1.672803E+14, 1.727880E+14, 1.784678E+14, 1.843248E+14, 1.903642E+14, 1.965915E+14, 2.030122E+14, 2.096319E+14, 2.164564E+14, 2.234919E+14, 2.307444E+14, 2.382202E+14, 2.459260E+14, 2.538683E+14, 2.620541E+14, 2.704904E+14, 2.791845E+14, 2.881438E+14, 2.973760E+14, 3.068890E+14, 3.166908E+14, 3.267897E+14, 3.371942E+14, 3.479132E+14, 3.589556E+14, 3.703306E+14, 3.820476E+14, 3.941166E+14, 4.065474E+14, 4.193502E+14, 4.325358E+14, 4.461148E+14, ]) # ============================ M = 27, I = 3 ============================ M = 27 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.936195E+01, 1.700791E+03, 4.744335E+03, 8.675787E+03, 1.332722E+04, 1.860614E+04, 2.446260E+04, 3.087725E+04, 3.785168E+04, 4.540034E+04, 5.354485E+04, 6.231071E+04, 7.172580E+04, 8.181999E+04, 9.262532E+04, 1.041764E+05, 1.165112E+05, 1.296713E+05, 1.437028E+05, 1.586566E+05, 1.745893E+05, 1.915631E+05, 2.096470E+05, 2.289168E+05, 2.494556E+05, 2.713545E+05, 2.947131E+05, 3.196397E+05, 3.462522E+05, 3.746785E+05, 4.050572E+05, 4.375385E+05, 4.722844E+05, 5.094700E+05, 5.492842E+05, 5.919306E+05, 6.376285E+05, 6.866142E+05, 7.391420E+05, 7.954854E+05, 8.559388E+05, 9.208188E+05, 9.904656E+05, 1.065245E+06, 1.145551E+06, 1.231806E+06, 1.324464E+06, 1.424013E+06, 1.530978E+06, 1.645921E+06, 1.769450E+06, 1.902212E+06, 2.044907E+06, 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2.634931E+10, 2.788682E+10, 2.951008E+10, 3.122362E+10, 3.303224E+10, 3.494094E+10, 3.695499E+10, 3.907995E+10, 4.132161E+10, 4.368607E+10, 4.617974E+10, 4.880933E+10, 5.158190E+10, 5.450482E+10, 5.758588E+10, 6.083319E+10, 6.425529E+10, 6.786114E+10, 7.166010E+10, 7.566203E+10, 7.987722E+10, 8.431648E+10, 8.899114E+10, 9.391307E+10, 9.909470E+10, 1.045490E+11, 1.102898E+11, 1.163311E+11, 1.226881E+11, 1.293764E+11, 1.364124E+11, 1.438133E+11, 1.515970E+11, 1.597824E+11, 1.683891E+11, 1.774379E+11, 1.869502E+11, 1.969485E+11, 2.074566E+11, 2.184990E+11, 2.301016E+11, 2.422914E+11, 2.550966E+11, 2.685467E+11, 2.826725E+11, 2.975063E+11, 3.130817E+11, 3.294341E+11, 3.466001E+11, 3.646182E+11, 3.835286E+11, 4.033732E+11, 4.241959E+11, 4.460423E+11, 4.689603E+11, 4.929998E+11, 5.182128E+11, 5.446537E+11, 5.723793E+11, 6.014488E+11, 6.319240E+11, 6.638695E+11, 6.973526E+11, 7.324434E+11, 7.692152E+11, 8.077445E+11, 8.481108E+11, 8.903975E+11, 9.346910E+11, 9.810818E+11, 1.029664E+12, 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2.578215E+13, 2.687287E+13, 2.800742E+13, 2.918748E+13, 3.041478E+13, 3.169109E+13, 3.301828E+13, 3.439828E+13, 3.583306E+13, 3.732468E+13, 3.887529E+13, 4.048709E+13, 4.216236E+13, 4.390348E+13, 4.571288E+13, 4.759312E+13, 4.954681E+13, 5.157667E+13, 5.368552E+13, 5.587626E+13, 5.815191E+13, 6.051557E+13, 6.297048E+13, 6.551997E+13, 6.816749E+13, 7.091661E+13, 7.377101E+13, 7.673452E+13, 7.981109E+13, 8.300479E+13, 8.631986E+13, 8.976065E+13, 9.333168E+13, 9.703761E+13, 1.008833E+14, 1.048737E+14, 1.090139E+14, 1.133094E+14, 1.177656E+14, 1.223882E+14, 1.271830E+14, 1.321563E+14, 1.373142E+14, 1.426632E+14, 1.482100E+14, 1.539616E+14, 1.599252E+14, 1.661080E+14, 1.725178E+14, 1.791624E+14, 1.860500E+14, 1.931890E+14, 2.005881E+14, 2.082562E+14, 2.162025E+14, 2.244367E+14, 2.329687E+14, 2.418085E+14, 2.509668E+14, 2.604544E+14, 2.702824E+14, 2.804625E+14, 2.910066E+14, 3.019270E+14, 3.132364E+14, 3.249479E+14, 3.370751E+14, 3.496319E+14, 3.626328E+14, 3.760925E+14, 3.900264E+14, 4.044504E+14, 4.193806E+14, 4.348341E+14, 4.508280E+14, 4.673804E+14, 4.845095E+14, 5.022346E+14, 5.205751E+14, 5.395513E+14, 5.591840E+14, 5.794948E+14, 6.005058E+14, 6.222399E+14, 6.447205E+14, 6.679720E+14, 6.920193E+14, 7.168884E+14, 7.426056E+14, 7.691984E+14, 7.966950E+14, 8.251244E+14, 8.545167E+14, 8.849026E+14, 9.163139E+14, 9.487835E+14, 9.823449E+14, 1.017033E+15, 1.052884E+15, 1.089933E+15, 1.128220E+15, 1.167784E+15, 1.208664E+15, 1.250902E+15, 1.294541E+15, 1.339625E+15, 1.386198E+15, 1.434308E+15, 1.484003E+15, 1.535331E+15, 1.588344E+15, 1.643095E+15, 1.699636E+15, 1.758023E+15, 1.818314E+15, 1.880566E+15, 1.944841E+15, 2.011201E+15, 2.079709E+15, 2.150432E+15, 2.223436E+15, 2.298793E+15, 2.376572E+15, 2.456849E+15, 2.539699E+15, 2.625200E+15, 2.713432E+15, 2.804478E+15, 2.898422E+15, 2.995353E+15, 3.095359E+15, 3.198533E+15, 3.304970E+15, 3.414768E+15, 3.528027E+15, 3.644850E+15, 3.765344E+15, 3.889617E+15, 4.017781E+15, 4.149952E+15, 4.286249E+15, 4.426792E+15, 4.571708E+15, 4.721126E+15, 4.875176E+15, 5.033995E+15, 5.197723E+15, 5.366503E+15, 5.540484E+15, 5.719815E+15, 5.904654E+15, 6.095159E+15, 6.291496E+15, 6.493833E+15, 6.702343E+15, 6.917205E+15, 7.138602E+15, 7.366722E+15, 7.601758E+15, 7.843908E+15, 8.093376E+15, 8.350371E+15, 8.615108E+15, 8.887807E+15, ]) # ============================ M = 28, I = 1 ============================ M = 28 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[7] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 8.000207E+00, 2.500326E+01, 6.080060E+01, 1.076993E+02, 1.634757E+02, 2.267045E+02, 2.965284E+02, 3.723622E+02, 4.537638E+02, 5.403793E+02, 6.319165E+02, 7.281292E+02, 8.288072E+02, 9.337706E+02, 1.042867E+03, 1.155969E+03, 1.272975E+03, 1.393806E+03, 1.518411E+03, 1.646761E+03, 1.778851E+03, 1.914700E+03, 2.054350E+03, 2.197863E+03, 2.345320E+03, 2.496820E+03, 2.652479E+03, 2.812428E+03, 2.976811E+03, 3.145784E+03, 3.319513E+03, 3.498176E+03, 3.681959E+03, 3.871056E+03, 4.065670E+03, 4.266010E+03, 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2.078289E+06, 2.119809E+06, 2.161997E+06, 2.204861E+06, 2.248409E+06, 2.292647E+06, 2.337583E+06, 2.383224E+06, 2.429577E+06, 2.476650E+06, 2.524450E+06, 2.572984E+06, 2.622260E+06, 2.672284E+06, 2.723066E+06, 2.774610E+06, 2.826926E+06, 2.880020E+06, 2.933901E+06, 2.988574E+06, 3.044048E+06, 3.100329E+06, 3.157426E+06, 3.215345E+06, 3.274095E+06, 3.333681E+06, 3.394113E+06, 3.455396E+06, 3.517539E+06, 3.580548E+06, 3.644431E+06, 3.709196E+06, 3.774849E+06, 3.841398E+06, 3.908851E+06, 3.977214E+06, 4.046494E+06, 4.116700E+06, 4.187838E+06, 4.259915E+06, 4.332939E+06, 4.406917E+06, 4.481856E+06, 4.557762E+06, 4.634644E+06, 4.712509E+06, 4.791363E+06, 4.871214E+06, 4.952068E+06, 5.033933E+06, 5.116815E+06, 5.200723E+06, 5.285661E+06, 5.371639E+06, 5.458662E+06, 5.546737E+06, 5.635871E+06, 5.726071E+06, 5.817344E+06, 5.909697E+06, 6.003136E+06, 6.097669E+06, 6.193301E+06, 6.290039E+06, 6.387890E+06, 6.486861E+06, 6.586959E+06, 6.688188E+06, 6.790558E+06, 6.894072E+06, 6.998739E+06, 7.104565E+06, 7.211555E+06, 7.319716E+06, 7.429055E+06, 7.539578E+06, 7.651291E+06, 7.764199E+06, 7.878310E+06, 7.993629E+06, 8.110163E+06, 8.227917E+06, 8.346897E+06, 8.467110E+06, 8.588560E+06, 8.711255E+06, 8.835200E+06, 8.960400E+06, 9.086862E+06, 9.214591E+06, 9.343593E+06, 9.473873E+06, 9.605437E+06, 9.738290E+06, 9.872438E+06, 1.000789E+07, 1.014464E+07, 1.028271E+07, 1.042209E+07, 1.056279E+07, 1.070482E+07, 1.084818E+07, 1.099288E+07, 1.113892E+07, 1.128631E+07, 1.143505E+07, 1.158515E+07, 1.173661E+07, 1.188944E+07, 1.204364E+07, 1.219921E+07, 1.235617E+07, 1.251451E+07, 1.267424E+07, 1.283537E+07, 1.299790E+07, 1.316182E+07, 1.332716E+07, 1.349391E+07, 1.366208E+07, 1.383167E+07, 1.400268E+07, 1.417513E+07, 1.434901E+07, 1.452432E+07, 1.470108E+07, 1.487928E+07, 1.505893E+07, 1.524004E+07, 1.542260E+07, 1.560663E+07, 1.579212E+07, 1.597908E+07, 1.616751E+07, 1.635741E+07, 1.654880E+07, 1.674166E+07, 1.693602E+07, 1.713186E+07, 1.732920E+07, 1.752803E+07, 1.772836E+07, 1.793020E+07, 1.813354E+07, 1.833839E+07, 1.854475E+07, 1.875263E+07, 1.896202E+07, 1.917294E+07, 1.938537E+07, 1.959934E+07, 1.981483E+07, 2.003186E+07, 2.025042E+07, 2.047051E+07, 2.069215E+07, 2.091533E+07, 2.114005E+07, 2.136632E+07, 2.159414E+07, 2.182351E+07, 2.205444E+07, 2.228692E+07, 2.252096E+07, 2.275656E+07, 2.299372E+07, 2.323245E+07, 2.347274E+07, 2.371460E+07, 2.395804E+07, 2.420304E+07, 2.444962E+07, 2.469777E+07, 2.494750E+07, 2.519882E+07, 2.545171E+07, 2.570618E+07, 2.596224E+07, 2.621988E+07, 2.647911E+07, 2.673993E+07, 2.700234E+07, 2.726633E+07, 2.753192E+07, 2.779911E+07, 2.806788E+07, 2.833826E+07, 2.861023E+07, 2.888379E+07, 2.915896E+07, 2.943573E+07, 2.971409E+07, 2.999406E+07, 3.027563E+07, 3.055880E+07, 3.084358E+07, 3.112996E+07, 3.141795E+07, 3.170754E+07, 3.199874E+07, 3.229154E+07, 3.258595E+07, ]) # ============================ M = 29, I = 1 ============================ M = 29 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.300330E+01, 3.767449E+02, 1.060781E+03, 1.946109E+03, 2.994482E+03, 4.183788E+03, 5.499122E+03, 6.929587E+03, 8.466909E+03, 1.010482E+04, 1.183885E+04, 1.366624E+04, 1.558591E+04, 1.759840E+04, 1.970578E+04, 2.191146E+04, 2.422012E+04, 2.663751E+04, 2.917032E+04, 3.182607E+04, 3.461301E+04, 3.754006E+04, 4.061672E+04, 4.385304E+04, 4.725960E+04, 5.084748E+04, 5.462829E+04, 5.861410E+04, 6.281750E+04, 6.725161E+04, 7.193007E+04, 7.686707E+04, 8.207740E+04, 8.757639E+04, 9.338004E+04, 9.950494E+04, 1.059684E+05, 1.127885E+05, 1.199838E+05, 1.275739E+05, 1.355790E+05, 1.440202E+05, 1.529193E+05, 1.622993E+05, 1.721836E+05, 1.825972E+05, 1.935655E+05, 2.051151E+05, 2.172737E+05, 2.300702E+05, 2.435342E+05, 2.576969E+05, 2.725905E+05, 2.882483E+05, 3.047051E+05, 3.219968E+05, 3.401608E+05, 3.592358E+05, 3.792620E+05, 4.002810E+05, 4.223360E+05, 4.454716E+05, 4.697342E+05, 4.951717E+05, 5.218337E+05, 5.497718E+05, 5.790392E+05, 6.096907E+05, 6.417835E+05, 6.753764E+05, 7.105303E+05, 7.473083E+05, 7.857754E+05, 8.259988E+05, 8.680483E+05, 9.119952E+05, 9.579139E+05, 1.005881E+06, 1.055975E+06, 1.108279E+06, 1.162875E+06, 1.219851E+06, 1.279296E+06, 1.341304E+06, 1.405968E+06, 1.473387E+06, 1.543662E+06, 1.616898E+06, 1.693202E+06, 1.772685E+06, 1.855460E+06, 1.941644E+06, 2.031360E+06, 2.124730E+06, 2.221884E+06, 2.322952E+06, 2.428070E+06, 2.537379E+06, 2.651020E+06, 2.769142E+06, 2.891895E+06, 3.019438E+06, 3.151928E+06, 3.289531E+06, 3.432416E+06, 3.580758E+06, 3.734733E+06, 3.894527E+06, 4.060326E+06, 4.232325E+06, 4.410722E+06, 4.595722E+06, 4.787532E+06, 4.986367E+06, 5.192449E+06, 5.406004E+06, 5.627260E+06, 5.856460E+06, 6.093843E+06, 6.339662E+06, 6.594172E+06, 6.857637E+06, 7.130324E+06, 7.412512E+06, 7.704480E+06, 8.006521E+06, 8.318930E+06, 8.642014E+06, 8.976079E+06, 9.321449E+06, 9.678446E+06, 1.004741E+07, 1.042868E+07, 1.082260E+07, 1.122955E+07, 1.164987E+07, 1.208395E+07, 1.253217E+07, 1.299493E+07, 1.347262E+07, 1.396566E+07, 1.447448E+07, 1.499949E+07, 1.554114E+07, 1.609987E+07, 1.667616E+07, 1.727046E+07, 1.788327E+07, 1.851506E+07, 1.916634E+07, 1.983762E+07, 2.052944E+07, 2.124231E+07, 2.197679E+07, 2.273344E+07, 2.351282E+07, 2.431552E+07, 2.514213E+07, 2.599326E+07, 2.686953E+07, 2.777157E+07, 2.870002E+07, 2.965556E+07, 3.063884E+07, 3.165055E+07, 3.269139E+07, 3.376209E+07, 3.486336E+07, 3.599594E+07, 3.716061E+07, 3.835813E+07, 3.958929E+07, 4.085489E+07, 4.215576E+07, 4.349273E+07, 4.486665E+07, 4.627839E+07, 4.772885E+07, 4.921892E+07, 5.074952E+07, 5.232158E+07, 5.393608E+07, 5.559398E+07, 5.729626E+07, 5.904396E+07, 6.083809E+07, 6.267970E+07, 6.456987E+07, 6.650968E+07, 6.850023E+07, 7.054267E+07, 7.263815E+07, 7.478781E+07, 7.699288E+07, 7.925456E+07, 8.157407E+07, 8.395268E+07, 8.639168E+07, 8.889238E+07, 9.145608E+07, 9.408414E+07, 9.677795E+07, 9.953886E+07, 1.023683E+08, 1.052678E+08, 1.082388E+08, 1.112828E+08, 1.144012E+08, 1.175957E+08, 1.208678E+08, 1.242191E+08, 1.276513E+08, 1.311661E+08, 1.347650E+08, 1.384498E+08, 1.422223E+08, 1.460842E+08, 1.500375E+08, 1.540837E+08, 1.582249E+08, 1.624629E+08, 1.667996E+08, 1.712371E+08, 1.757772E+08, 1.804221E+08, 1.851737E+08, 1.900342E+08, 1.950056E+08, 2.000902E+08, 2.052901E+08, 2.106075E+08, 2.160446E+08, 2.216039E+08, 2.272876E+08, 2.330981E+08, 2.390377E+08, 2.451089E+08, 2.513143E+08, 2.576563E+08, 2.641374E+08, 2.707604E+08, 2.775277E+08, 2.844421E+08, 2.915062E+08, 2.987229E+08, 3.060951E+08, 3.136253E+08, 3.213167E+08, 3.291720E+08, 3.371944E+08, 3.453866E+08, 3.537520E+08, 3.622935E+08, 3.710143E+08, 3.799177E+08, 3.890067E+08, 3.982848E+08, 4.077553E+08, 4.174216E+08, 4.272870E+08, 4.373553E+08, 4.476296E+08, 4.581138E+08, 4.688115E+08, 4.797263E+08, 4.908621E+08, 5.022226E+08, 5.138116E+08, 5.256330E+08, 5.376908E+08, 5.499891E+08, 5.625320E+08, 5.753235E+08, 5.883677E+08, 6.016690E+08, 6.152318E+08, 6.290602E+08, 6.431589E+08, 6.575321E+08, 6.721846E+08, 6.871208E+08, 7.023456E+08, 7.178635E+08, 7.336794E+08, 7.497980E+08, 7.662247E+08, 7.829639E+08, 8.000212E+08, 8.174012E+08, 8.351095E+08, 8.531512E+08, 8.715317E+08, 8.902562E+08, 9.093304E+08, 9.287598E+08, 9.485502E+08, 9.687068E+08, 9.892357E+08, 1.010143E+09, 1.031434E+09, 1.053115E+09, 1.075192E+09, 1.097671E+09, 1.120559E+09, 1.143861E+09, 1.167585E+09, 1.191736E+09, 1.216322E+09, 1.241348E+09, 1.266821E+09, 1.292749E+09, 1.319138E+09, 1.345995E+09, 1.373328E+09, 1.401142E+09, 1.429447E+09, 1.458248E+09, 1.487553E+09, 1.517370E+09, 1.547707E+09, 1.578571E+09, 1.609969E+09, 1.641910E+09, 1.674402E+09, 1.707453E+09, 1.741070E+09, 1.775263E+09, 1.810040E+09, 1.845408E+09, 1.881377E+09, 1.917954E+09, 1.955151E+09, 1.992974E+09, 2.031432E+09, 2.070536E+09, 2.110294E+09, 2.150715E+09, 2.191809E+09, 2.233585E+09, 2.276054E+09, 2.319224E+09, 2.363105E+09, 2.407708E+09, 2.453043E+09, 2.499119E+09, 2.545947E+09, 2.593538E+09, 2.641902E+09, 2.691050E+09, 2.740992E+09, 2.791739E+09, ]) # ============================ M = 29, I = 2 ============================ M = 29 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.600661E+01, 7.534897E+02, 2.121561E+03, 3.892218E+03, 5.988963E+03, 8.367576E+03, 1.099824E+04, 1.385917E+04, 1.693382E+04, 2.020965E+04, 2.367772E+04, 2.733251E+04, 3.117188E+04, 3.519693E+04, 3.941175E+04, 4.382322E+04, 4.844068E+04, 5.327564E+04, 5.834146E+04, 6.365320E+04, 6.922737E+04, 7.508180E+04, 8.123548E+04, 8.770853E+04, 9.452210E+04, 1.016984E+05, 1.092605E+05, 1.172327E+05, 1.256401E+05, 1.345090E+05, 1.438666E+05, 1.537413E+05, 1.641627E+05, 1.751615E+05, 1.867697E+05, 1.990204E+05, 2.119484E+05, 2.255895E+05, 2.399812E+05, 2.551624E+05, 2.711738E+05, 2.880573E+05, 3.058568E+05, 3.246180E+05, 3.443882E+05, 3.652167E+05, 3.871547E+05, 4.102555E+05, 4.345744E+05, 4.601690E+05, 4.870988E+05, 5.154260E+05, 5.452151E+05, 5.765327E+05, 6.094482E+05, 6.440337E+05, 6.803640E+05, 7.185164E+05, 7.585712E+05, 8.006117E+05, 8.447241E+05, 8.909981E+05, 9.395261E+05, 9.904039E+05, 1.043731E+06, 1.099610E+06, 1.158148E+06, 1.219455E+06, 1.283644E+06, 1.350833E+06, 1.421144E+06, 1.494705E+06, 1.571643E+06, 1.652094E+06, 1.736197E+06, 1.824095E+06, 1.915937E+06, 2.011876E+06, 2.112070E+06, 2.216681E+06, 2.325879E+06, 2.439836E+06, 2.558733E+06, 2.682753E+06, 2.812088E+06, 2.946932E+06, 3.087489E+06, 3.233967E+06, 3.386582E+06, 3.545553E+06, 3.711110E+06, 3.883487E+06, 4.062926E+06, 4.249675E+06, 4.443989E+06, 4.646134E+06, 4.856380E+06, 5.075006E+06, 5.302296E+06, 5.538550E+06, 5.784067E+06, 6.039161E+06, 6.304152E+06, 6.579369E+06, 6.865150E+06, 7.161843E+06, 7.469806E+06, 7.789405E+06, 8.121015E+06, 8.465026E+06, 8.821832E+06, 9.191845E+06, 9.575479E+06, 9.973163E+06, 1.038534E+07, 1.081246E+07, 1.125499E+07, 1.171340E+07, 1.218819E+07, 1.267984E+07, 1.318888E+07, 1.371582E+07, 1.426122E+07, 1.482561E+07, 1.540956E+07, 1.601366E+07, 1.663850E+07, 1.728469E+07, 1.795284E+07, 1.864360E+07, 1.935762E+07, 2.009556E+07, 2.085812E+07, 2.164600E+07, 2.245990E+07, 2.330057E+07, 2.416876E+07, 2.506522E+07, 2.599077E+07, 2.694618E+07, 2.793229E+07, 2.894994E+07, 2.999999E+07, 3.108332E+07, 3.220082E+07, 3.335342E+07, 3.454206E+07, 3.576770E+07, 3.703131E+07, 3.833390E+07, 3.967651E+07, 4.106016E+07, 4.248594E+07, 4.395494E+07, 4.546826E+07, 4.702707E+07, 4.863250E+07, 5.028577E+07, 5.198807E+07, 5.374064E+07, 5.554476E+07, 5.740171E+07, 5.931282E+07, 6.127942E+07, 6.330289E+07, 6.538462E+07, 6.752605E+07, 6.972864E+07, 7.199386E+07, 7.432324E+07, 7.671834E+07, 7.918070E+07, 8.171195E+07, 8.431373E+07, 8.698774E+07, 8.973563E+07, 9.255916E+07, 9.546013E+07, 9.844032E+07, 1.015016E+08, 1.046458E+08, 1.078748E+08, 1.111907E+08, 1.145953E+08, 1.180908E+08, 1.216791E+08, 1.253624E+08, 1.291428E+08, 1.330224E+08, 1.370036E+08, 1.410886E+08, 1.452796E+08, 1.495790E+08, 1.539892E+08, 1.585126E+08, 1.631517E+08, 1.679090E+08, 1.727871E+08, 1.777886E+08, 1.829160E+08, 1.881722E+08, 1.935599E+08, 1.990818E+08, 2.047409E+08, 2.105399E+08, 2.164820E+08, 2.225700E+08, 2.288069E+08, 2.351960E+08, 2.417403E+08, 2.484431E+08, 2.553076E+08, 2.623371E+08, 2.695351E+08, 2.769048E+08, 2.844500E+08, 2.921739E+08, 3.000804E+08, 3.081730E+08, 3.164554E+08, 3.249315E+08, 3.336051E+08, 3.424802E+08, 3.515605E+08, 3.608504E+08, 3.703538E+08, 3.800748E+08, 3.900178E+08, 4.001870E+08, 4.105869E+08, 4.212218E+08, 4.320963E+08, 4.432150E+08, 4.545825E+08, 4.662035E+08, 4.780829E+08, 4.902255E+08, 5.026364E+08, 5.153205E+08, 5.282829E+08, 5.415288E+08, 5.550636E+08, 5.688926E+08, 5.830210E+08, 5.974546E+08, 6.121989E+08, 6.272596E+08, 6.426425E+08, 6.583533E+08, 6.743981E+08, 6.907828E+08, 7.075137E+08, 7.245968E+08, 7.420387E+08, 7.598455E+08, 7.780237E+08, 7.965800E+08, 8.155212E+08, 8.348539E+08, 8.545850E+08, 8.747215E+08, 8.952704E+08, 9.162389E+08, 9.376345E+08, 9.594644E+08, 9.817360E+08, 1.004457E+09, 1.027635E+09, 1.051278E+09, 1.075394E+09, 1.099991E+09, 1.125077E+09, 1.150660E+09, 1.176749E+09, 1.203351E+09, 1.230477E+09, 1.258134E+09, 1.286332E+09, 1.315078E+09, 1.344383E+09, 1.374256E+09, 1.404706E+09, 1.435742E+09, 1.467374E+09, 1.499611E+09, 1.532464E+09, 1.565943E+09, 1.600058E+09, 1.634818E+09, 1.670235E+09, 1.706319E+09, 1.743080E+09, 1.780529E+09, 1.818678E+09, 1.857536E+09, 1.897118E+09, 1.937431E+09, 1.978489E+09, 2.020303E+09, 2.062885E+09, 2.106248E+09, 2.150402E+09, 2.195360E+09, 2.241136E+09, 2.287741E+09, 2.335189E+09, 2.383491E+09, 2.432662E+09, 2.482715E+09, 2.533662E+09, 2.585518E+09, 2.638297E+09, 2.692011E+09, 2.746676E+09, 2.802305E+09, 2.858914E+09, 2.916517E+09, 2.975127E+09, 3.034762E+09, 3.095435E+09, 3.157163E+09, 3.219960E+09, 3.283842E+09, 3.348826E+09, 3.414928E+09, 3.482163E+09, 3.550549E+09, 3.620102E+09, 3.690839E+09, 3.762776E+09, 3.835932E+09, 3.910324E+09, 3.985971E+09, 4.062888E+09, 4.141096E+09, 4.220612E+09, 4.301455E+09, 4.383642E+09, 4.467195E+09, 4.552132E+09, 4.638472E+09, 4.726234E+09, 4.815441E+09, 4.906110E+09, 4.998262E+09, 5.091920E+09, 5.187101E+09, 5.283829E+09, 5.382125E+09, 5.482009E+09, 5.583504E+09, ]) # ============================ M = 30, I = 1 ============================ M = 30 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.030201E+02, 3.161423E+03, 8.927424E+03, 1.639215E+04, 2.523133E+04, 3.526130E+04, 4.637568E+04, 5.853675E+04, 7.177680E+04, 8.619688E+04, 1.019630E+05, 1.193028E+05, 1.385035E+05, 1.599128E+05, 1.839424E+05, 2.110740E+05, 2.418670E+05, 2.769705E+05, 3.171362E+05, 3.632347E+05, 4.162750E+05, 4.774269E+05, 5.480472E+05, 6.297097E+05, 7.242402E+05, 8.337569E+05, 9.607163E+05, 1.107967E+06, 1.278808E+06, 1.477065E+06, 1.707161E+06, 1.974217E+06, 2.284150E+06, 2.643798E+06, 3.061053E+06, 3.545015E+06, 4.106175E+06, 4.756610E+06, 5.510218E+06, 6.382970E+06, 7.393213E+06, 8.561997E+06, 9.913457E+06, 1.147524E+07, 1.327897E+07, 1.536082E+07, 1.776212E+07, 2.053001E+07, 2.371827E+07, 2.738815E+07, 3.160936E+07, 3.646119E+07, 4.203371E+07, 4.842915E+07, 5.576346E+07, 6.416803E+07, 7.379158E+07, 8.480233E+07, 9.739040E+07, 1.117704E+08, 1.281846E+08, 1.469058E+08, 1.682415E+08, 1.925376E+08, 2.201829E+08, 2.516143E+08, 2.873223E+08, 3.278566E+08, 3.738338E+08, 4.259437E+08, 4.849586E+08, 5.517416E+08, 6.272569E+08, 7.125809E+08, 8.089140E+08, 9.175942E+08, 1.040112E+09, 1.178124E+09, 1.333477E+09, 1.508218E+09, 1.704623E+09, 1.925218E+09, 2.172803E+09, 2.450479E+09, 2.761684E+09, 3.110218E+09, 3.500287E+09, 3.936536E+09, 4.424097E+09, 4.968633E+09, 5.576391E+09, 6.254254E+09, 7.009807E+09, 7.851399E+09, 8.788214E+09, 9.830352E+09, 1.098891E+10, 1.227607E+10, 1.370522E+10, 1.529102E+10, 1.704956E+10, 1.899845E+10, 2.115700E+10, 2.354632E+10, 2.618950E+10, 2.911181E+10, 3.234083E+10, 3.590668E+10, 3.984224E+10, 4.418338E+10, 4.896922E+10, 5.424237E+10, 6.004924E+10, 6.644036E+10, 7.347072E+10, 8.120012E+10, 8.969354E+10, 9.902162E+10, 1.092611E+11, 1.204951E+11, 1.328140E+11, 1.463158E+11, 1.611067E+11, 1.773016E+11, 1.950253E+11, 2.144124E+11, 2.356090E+11, 2.587729E+11, 2.840747E+11, 3.116988E+11, 3.418443E+11, 3.747264E+11, 4.105771E+11, 4.496468E+11, 4.922056E+11, 5.385446E+11, 5.889774E+11, 6.438418E+11, 7.035017E+11, 7.683486E+11, 8.388036E+11, 9.153200E+11, 9.983845E+11, 1.088521E+12, 1.186291E+12, 1.292299E+12, 1.407193E+12, 1.531669E+12, 1.666472E+12, 1.812404E+12, 1.970321E+12, 2.141143E+12, 2.325856E+12, 2.525512E+12, 2.741243E+12, 2.974255E+12, 3.225841E+12, 3.497384E+12, 3.790362E+12, 4.106355E+12, 4.447050E+12, 4.814251E+12, 5.209882E+12, 5.635999E+12, 6.094795E+12, 6.588609E+12, 7.119937E+12, 7.691439E+12, 8.305951E+12, 8.966495E+12, 9.676289E+12, 1.043876E+13, 1.125756E+13, 1.213657E+13, 1.307993E+13, 1.409203E+13, 1.517756E+13, 1.634146E+13, 1.758905E+13, 1.892592E+13, 2.035805E+13, 2.189177E+13, 2.353381E+13, 2.529130E+13, 2.717182E+13, 2.918342E+13, 3.133462E+13, 3.363446E+13, 3.609254E+13, 3.871900E+13, 4.152463E+13, 4.452082E+13, 4.771966E+13, 5.113394E+13, 5.477720E+13, 5.866378E+13, 6.280884E+13, 6.722843E+13, 7.193952E+13, 7.696006E+13, 8.230901E+13, 8.800643E+13, 9.407350E+13, 1.005326E+14, 1.074074E+14, 1.147229E+14, 1.225053E+14, 1.307826E+14, 1.395841E+14, 1.489408E+14, 1.588854E+14, 1.694524E+14, 1.806780E+14, 1.926007E+14, 2.052608E+14, 2.187009E+14, 2.329658E+14, 2.481028E+14, 2.641617E+14, 2.811948E+14, 2.992574E+14, 3.184074E+14, 3.387060E+14, 3.602176E+14, 3.830096E+14, 4.071533E+14, 4.327236E+14, 4.597989E+14, 4.884622E+14, 5.188002E+14, 5.509043E+14, 5.848704E+14, 6.207994E+14, 6.587972E+14, 6.989748E+14, 7.414491E+14, 7.863425E+14, 8.337837E+14, 8.839076E+14, 9.368558E+14, 9.927768E+14, 1.051826E+15, 1.114168E+15, 1.179973E+15, 1.249421E+15, 1.322700E+15, 1.400007E+15, 1.481549E+15, 1.567543E+15, 1.658215E+15, 1.753804E+15, 1.854557E+15, 1.960735E+15, 2.072611E+15, 2.190471E+15, 2.314612E+15, 2.445348E+15, 2.583006E+15, 2.727927E+15, 2.880469E+15, 3.041007E+15, 3.209931E+15, 3.387651E+15, 3.574593E+15, 3.771206E+15, 3.977954E+15, 4.195327E+15, 4.423834E+15, 4.664008E+15, 4.916403E+15, 5.181602E+15, 5.460209E+15, 5.752858E+15, 6.060210E+15, 6.382953E+15, 6.721808E+15, 7.077525E+15, 7.450888E+15, 7.842712E+15, 8.253852E+15, 8.685195E+15, 9.137668E+15, 9.612238E+15, 1.010991E+16, 1.063174E+16, 1.117881E+16, 1.175227E+16, 1.235331E+16, 1.298317E+16, 1.364312E+16, 1.433453E+16, 1.505877E+16, 1.581732E+16, 1.661169E+16, 1.744346E+16, 1.831427E+16, 1.922583E+16, 2.017992E+16, 2.117839E+16, 2.222318E+16, 2.331628E+16, 2.445979E+16, 2.565587E+16, 2.690678E+16, 2.821486E+16, 2.958256E+16, 3.101241E+16, 3.250705E+16, 3.406922E+16, 3.570176E+16, 3.740764E+16, 3.918993E+16, 4.105183E+16, 4.299665E+16, 4.502785E+16, 4.714900E+16, 4.936383E+16, 5.167620E+16, 5.409011E+16, 5.660974E+16, 5.923939E+16, 6.198356E+16, 6.484691E+16, 6.783427E+16, 7.095064E+16, 7.420123E+16, 7.759145E+16, 8.112688E+16, 8.481333E+16, 8.865684E+16, 9.266363E+16, 9.684020E+16, 1.011933E+17, 1.057298E+17, 1.104569E+17, 1.153823E+17, 1.205135E+17, 1.258586E+17, 1.314261E+17, 1.372244E+17, 1.432626E+17, 1.495499E+17, 1.560958E+17, 1.629104E+17, 1.700040E+17, 1.773871E+17, 1.850708E+17, 1.930666E+17, 2.013863E+17, 2.100421E+17, 2.190467E+17, 2.284133E+17, 2.381554E+17, 2.482871E+17, 2.588229E+17, 2.697778E+17, 2.811675E+17, 2.930081E+17, 3.053162E+17, 3.181090E+17, 3.314045E+17, 3.452209E+17, 3.595774E+17, 3.744938E+17, 3.899903E+17, 4.060880E+17, 4.228088E+17, 4.401751E+17, 4.582102E+17, 4.769382E+17, 4.963840E+17, 5.165731E+17, 5.375322E+17, 5.592886E+17, 5.818707E+17, 6.053077E+17, 6.296299E+17, 6.548685E+17, 6.810557E+17, 7.082248E+17, 7.364103E+17, 7.656475E+17, 7.959731E+17, 8.274251E+17, 8.600424E+17, 8.938653E+17, 9.289355E+17, 9.652959E+17, 1.002991E+18, 1.042066E+18, 1.082569E+18, 1.124548E+18, 1.168053E+18, 1.213137E+18, 1.259852E+18, 1.308254E+18, 1.358400E+18, 1.410349E+18, 1.464160E+18, 1.519896E+18, 1.577623E+18, 1.637405E+18, 1.699311E+18, 1.763412E+18, 1.829781E+18, 1.898492E+18, 1.969623E+18, 2.043253E+18, 2.119464E+18, 2.198340E+18, 2.279970E+18, 2.364441E+18, 2.451848E+18, 2.542285E+18, 2.635850E+18, 2.732644E+18, 2.832771E+18, 2.936339E+18, 3.043458E+18, 3.154242E+18, 3.268807E+18, 3.387274E+18, 3.509768E+18, 3.636416E+18, 3.767350E+18, 3.902705E+18, 4.042621E+18, 4.187240E+18, 4.336712E+18, 4.491188E+18, 4.650823E+18, 4.815780E+18, 4.986225E+18, 5.162326E+18, 5.344260E+18, 5.532208E+18, 5.726354E+18, 5.926890E+18, 6.134012E+18, 6.347923E+18, 6.568830E+18, 6.796946E+18, 7.032491E+18, 7.275692E+18, 7.526781E+18, 7.785997E+18, 8.053585E+18, 8.329798E+18, 8.614895E+18, 8.909144E+18, 9.212819E+18, 9.526202E+18, 9.849582E+18, 1.018326E+19, 1.052754E+19, 1.088273E+19, 1.124916E+19, 1.162717E+19, 1.201709E+19, 1.241927E+19, 1.283408E+19, 1.326188E+19, 1.370306E+19, 1.415800E+19, 1.462710E+19, 1.511079E+19, 1.560948E+19, 1.612360E+19, 1.665360E+19, 1.719995E+19, 1.776310E+19, 1.834355E+19, 1.894179E+19, 1.955833E+19, 2.019369E+19, 2.084841E+19, 2.152304E+19, 2.221814E+19, 2.293430E+19, 2.367212E+19, 2.443219E+19, 2.521516E+19, 2.602166E+19, 2.685235E+19, 2.770792E+19, 2.858906E+19, 2.949648E+19, 3.043091E+19, 3.139311E+19, 3.238385E+19, 3.340391E+19, 3.445412E+19, 3.553529E+19, 3.664828E+19, 3.779397E+19, 3.897326E+19, 4.018706E+19, 4.143633E+19, 4.272202E+19, 4.404512E+19, 4.540666E+19, ]) # ============================ M = 31, I = 1 ============================ M = 31 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[6] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.000000E+00, 3.233990E+00, 9.577643E+00, 1.729643E+01, 2.619805E+01, 3.620816E+01, 4.723881E+01, 5.920978E+01, 7.205450E+01, 8.571830E+01, 1.001557E+02, 1.153281E+02, 1.312023E+02, 1.477496E+02, 1.649445E+02, 1.827646E+02, 2.011902E+02, 2.202038E+02, 2.397899E+02, 2.599351E+02, 2.806278E+02, 3.018580E+02, 3.236173E+02, 3.458991E+02, 3.686978E+02, 3.920093E+02, 4.158308E+02, 4.401604E+02, 4.649973E+02, 4.903416E+02, 5.161943E+02, 5.425570E+02, 5.694321E+02, 5.968226E+02, 6.247320E+02, 6.531644E+02, 6.821243E+02, 7.116165E+02, 7.416463E+02, 7.722194E+02, 8.033418E+02, 8.350197E+02, 8.672597E+02, 9.000687E+02, 9.334537E+02, 9.674221E+02, 1.001981E+03, 1.037140E+03, 1.072905E+03, 1.109285E+03, 1.146289E+03, 1.183926E+03, 1.222204E+03, 1.261132E+03, 1.300720E+03, 1.340977E+03, 1.381914E+03, 1.423539E+03, 1.465864E+03, 1.508898E+03, 1.552651E+03, 1.597136E+03, 1.642362E+03, 1.688340E+03, 1.735082E+03, 1.782599E+03, 1.830902E+03, 1.880004E+03, 1.929916E+03, 1.980650E+03, 2.032219E+03, 2.084634E+03, 2.137909E+03, 2.192055E+03, 2.247087E+03, 2.303016E+03, 2.359856E+03, 2.417620E+03, 2.476321E+03, 2.535974E+03, 2.596591E+03, 2.658187E+03, 2.720776E+03, 2.784371E+03, 2.848987E+03, 2.914638E+03, 2.981340E+03, 3.049106E+03, 3.117951E+03, 3.187890E+03, 3.258939E+03, 3.331112E+03, 3.404424E+03, 3.478892E+03, 3.554531E+03, 3.631357E+03, 3.709385E+03, 3.788631E+03, 3.869111E+03, 3.950843E+03, 4.033841E+03, 4.118123E+03, 4.203705E+03, 4.290604E+03, 4.378837E+03, 4.468420E+03, 4.559372E+03, 4.651708E+03, 4.745447E+03, 4.840607E+03, 4.937204E+03, 5.035257E+03, 5.134783E+03, 5.235801E+03, 5.338329E+03, 5.442384E+03, 5.547986E+03, 5.655154E+03, 5.763905E+03, 5.874258E+03, 5.986234E+03, 6.099850E+03, 6.215126E+03, 6.332081E+03, 6.450735E+03, 6.571107E+03, 6.693218E+03, 6.817087E+03, 6.942734E+03, 7.070179E+03, 7.199443E+03, 7.330547E+03, 7.463509E+03, 7.598352E+03, 7.735097E+03, 7.873764E+03, 8.014374E+03, 8.156948E+03, 8.301509E+03, 8.448077E+03, 8.596674E+03, 8.747323E+03, 8.900044E+03, 9.054860E+03, 9.211794E+03, 9.370867E+03, 9.532102E+03, 9.695521E+03, 9.861148E+03, 1.002901E+04, 1.019912E+04, 1.037150E+04, 1.054619E+04, 1.072320E+04, 1.090256E+04, 1.108428E+04, 1.126841E+04, 1.145495E+04, 1.164393E+04, 1.183538E+04, 1.202932E+04, 1.222577E+04, 1.242477E+04, 1.262633E+04, 1.283048E+04, 1.303725E+04, 1.324666E+04, 1.345873E+04, 1.367349E+04, 1.389097E+04, 1.411119E+04, 1.433418E+04, 1.455996E+04, 1.478856E+04, 1.502001E+04, 1.525433E+04, 1.549156E+04, 1.573170E+04, 1.597480E+04, 1.622088E+04, 1.646996E+04, 1.672208E+04, 1.697725E+04, 1.723552E+04, 1.749690E+04, 1.776142E+04, 1.802911E+04, 1.830000E+04, 1.857412E+04, 1.885149E+04, 1.913214E+04, 1.941610E+04, 1.970340E+04, 1.999407E+04, 2.028813E+04, 2.058561E+04, 2.088655E+04, 2.119097E+04, 2.149890E+04, 2.181037E+04, 2.212541E+04, 2.244404E+04, 2.276631E+04, 2.309222E+04, 2.342183E+04, 2.375515E+04, 2.409221E+04, 2.443305E+04, 2.477769E+04, 2.512617E+04, 2.547851E+04, 2.583474E+04, 2.619490E+04, 2.655902E+04, 2.692712E+04, 2.729923E+04, 2.767538E+04, 2.805562E+04, 2.843996E+04, 2.882843E+04, 2.922107E+04, 2.961791E+04, 3.001898E+04, 3.042430E+04, 3.083392E+04, 3.124785E+04, 3.166614E+04, 3.208881E+04, 3.251588E+04, 3.294741E+04, 3.338341E+04, 3.382391E+04, 3.426895E+04, 3.471856E+04, 3.517276E+04, 3.563160E+04, 3.609509E+04, 3.656328E+04, 3.703618E+04, 3.751385E+04, 3.799629E+04, 3.848355E+04, 3.897566E+04, 3.947264E+04, 3.997454E+04, 4.048137E+04, 4.099317E+04, 4.150997E+04, 4.203181E+04, 4.255871E+04, 4.309070E+04, 4.362782E+04, 4.417009E+04, 4.471755E+04, 4.527023E+04, 4.582815E+04, 4.639136E+04, 4.695987E+04, 4.753372E+04, 4.811294E+04, 4.869757E+04, 4.928762E+04, 4.988313E+04, 5.048414E+04, 5.109066E+04, 5.170274E+04, 5.232040E+04, 5.294368E+04, 5.357259E+04, 5.420718E+04, 5.484746E+04, 5.549348E+04, 5.614526E+04, 5.680282E+04, 5.746621E+04, 5.813545E+04, 5.881056E+04, 5.949158E+04, 6.017854E+04, 6.087146E+04, 6.157037E+04, 6.227531E+04, 6.298630E+04, 6.370336E+04, 6.442654E+04, 6.515585E+04, 6.589132E+04, 6.663299E+04, 6.738087E+04, 6.813500E+04, 6.889541E+04, 6.966212E+04, 7.043516E+04, 7.121455E+04, 7.200033E+04, 7.279252E+04, 7.359115E+04, 7.439624E+04, 7.520783E+04, 7.602593E+04, 7.685057E+04, 7.768178E+04, 7.851959E+04, 7.936401E+04, 8.021509E+04, 8.107283E+04, 8.193727E+04, 8.280843E+04, 8.368634E+04, 8.457102E+04, 8.546250E+04, 8.636080E+04, 8.726594E+04, 8.817795E+04, 8.909686E+04, 9.002268E+04, 9.095543E+04, 9.189516E+04, 9.284187E+04, 9.379558E+04, 9.475633E+04, 9.572413E+04, 9.669902E+04, 9.768100E+04, 9.867010E+04, 9.966634E+04, 1.006698E+05, 1.016804E+05, 1.026981E+05, 1.037232E+05, 1.047555E+05, 1.057950E+05, 1.068419E+05, 1.078960E+05, 1.089575E+05, 1.100263E+05, 1.111025E+05, 1.121861E+05, 1.132771E+05, 1.143756E+05, 1.154814E+05, 1.165948E+05, 1.177156E+05, 1.188439E+05, 1.199798E+05, 1.211232E+05, 1.222741E+05, 1.234327E+05, 1.245988E+05, 1.257725E+05, 1.269539E+05, 1.281428E+05, 1.293395E+05, 1.305438E+05, 1.317558E+05, 1.329755E+05, 1.342030E+05, 1.354381E+05, 1.366811E+05, 1.379318E+05, 1.391902E+05, 1.404565E+05, 1.417306E+05, 1.430125E+05, 1.443022E+05, 1.455998E+05, 1.469053E+05, 1.482186E+05, 1.495398E+05, 1.508690E+05, 1.522060E+05, 1.535510E+05, 1.549039E+05, 1.562648E+05, 1.576336E+05, 1.590104E+05, 1.603952E+05, 1.617880E+05, 1.631888E+05, 1.645976E+05, 1.660145E+05, 1.674394E+05, 1.688723E+05, 1.703133E+05, 1.717624E+05, 1.732195E+05, 1.746848E+05, 1.761581E+05, 1.776395E+05, 1.791291E+05, 1.806268E+05, 1.821326E+05, 1.836465E+05, 1.851686E+05, 1.866989E+05, 1.882372E+05, 1.897838E+05, 1.913386E+05, 1.929015E+05, 1.944726E+05, 1.960519E+05, ]) # ============================ M = 31, I = 2 ============================ M = 31 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ -4.868102E+00, 3.941118E+00, 9.857403E+00, 1.739601E+01, 2.625771E+01, 3.626673E+01, 4.730344E+01, 5.927946E+01, 7.212601E+01, 8.578755E+01, 1.002180E+02, 1.153784E+02, 1.312351E+02, 1.477589E+02, 1.649240E+02, 1.827077E+02, 2.010899E+02, 2.200529E+02, 2.395807E+02, 2.596599E+02, 2.802784E+02, 3.014261E+02, 3.230945E+02, 3.452766E+02, 3.679667E+02, 3.911607E+02, 4.148554E+02, 4.390488E+02, 4.637401E+02, 4.889292E+02, 5.146170E+02, 5.408049E+02, 5.674953E+02, 5.946910E+02, 6.223955E+02, 6.506125E+02, 6.793465E+02, 7.086023E+02, 7.383850E+02, 7.687000E+02, 7.995532E+02, 8.309506E+02, 8.628987E+02, 8.954040E+02, 9.284736E+02, 9.621144E+02, 9.963339E+02, 1.031140E+03, 1.066539E+03, 1.102541E+03, 1.139153E+03, 1.176383E+03, 1.214241E+03, 1.252735E+03, 1.291873E+03, 1.331666E+03, 1.372122E+03, 1.413252E+03, 1.455063E+03, 1.497567E+03, 1.540774E+03, 1.584693E+03, 1.629336E+03, 1.674711E+03, 1.720832E+03, 1.767706E+03, 1.815347E+03, 1.863765E+03, 1.912972E+03, 1.962977E+03, 2.013795E+03, 2.065435E+03, 2.117910E+03, 2.171231E+03, 2.225411E+03, 2.280462E+03, 2.336397E+03, 2.393227E+03, 2.450966E+03, 2.509625E+03, 2.569218E+03, 2.629759E+03, 2.691259E+03, 2.753732E+03, 2.817191E+03, 2.881650E+03, 2.947123E+03, 3.013622E+03, 3.081162E+03, 3.149756E+03, 3.219419E+03, 3.290164E+03, 3.362006E+03, 3.434959E+03, 3.509037E+03, 3.584255E+03, 3.660628E+03, 3.738169E+03, 3.816895E+03, 3.896819E+03, 3.977958E+03, 4.060325E+03, 4.143937E+03, 4.228808E+03, 4.314954E+03, 4.402391E+03, 4.491134E+03, 4.581199E+03, 4.672602E+03, 4.765359E+03, 4.859485E+03, 4.954997E+03, 5.051912E+03, 5.150246E+03, 5.250014E+03, 5.351235E+03, 5.453923E+03, 5.558097E+03, 5.663774E+03, 5.770969E+03, 5.879701E+03, 5.989986E+03, 6.101842E+03, 6.215286E+03, 6.330336E+03, 6.447009E+03, 6.565324E+03, 6.685297E+03, 6.806948E+03, 6.930294E+03, 7.055354E+03, 7.182144E+03, 7.310685E+03, 7.440995E+03, 7.573092E+03, 7.706994E+03, 7.842722E+03, 7.980293E+03, 8.119727E+03, 8.261043E+03, 8.404261E+03, 8.549399E+03, 8.696477E+03, 8.845516E+03, 8.996534E+03, 9.149551E+03, 9.304588E+03, 9.461665E+03, 9.620801E+03, 9.782018E+03, 9.945335E+03, 1.011077E+04, 1.027835E+04, 1.044810E+04, 1.062002E+04, 1.079415E+04, 1.097051E+04, 1.114911E+04, 1.132998E+04, 1.151315E+04, 1.169862E+04, 1.188642E+04, 1.207658E+04, 1.226912E+04, 1.246406E+04, 1.266142E+04, 1.286122E+04, 1.306349E+04, 1.326824E+04, 1.347551E+04, 1.368531E+04, 1.389767E+04, 1.411260E+04, 1.433015E+04, 1.455031E+04, 1.477313E+04, 1.499862E+04, 1.522681E+04, 1.545772E+04, 1.569138E+04, 1.592780E+04, 1.616701E+04, 1.640905E+04, 1.665392E+04, 1.690166E+04, 1.715230E+04, 1.740585E+04, 1.766233E+04, 1.792179E+04, 1.818423E+04, 1.844969E+04, 1.871820E+04, 1.898977E+04, 1.926443E+04, 1.954221E+04, 1.982314E+04, 2.010724E+04, 2.039453E+04, 2.068505E+04, 2.097881E+04, 2.127585E+04, 2.157620E+04, 2.187988E+04, 2.218691E+04, 2.249732E+04, 2.281115E+04, 2.312842E+04, 2.344915E+04, 2.377337E+04, 2.410112E+04, 2.443241E+04, 2.476728E+04, 2.510576E+04, 2.544787E+04, 2.579364E+04, 2.614311E+04, 2.649629E+04, 2.685322E+04, 2.721393E+04, 2.757844E+04, 2.794679E+04, 2.831900E+04, 2.869511E+04, 2.907514E+04, 2.945913E+04, 2.984709E+04, 3.023908E+04, 3.063510E+04, 3.103520E+04, 3.143940E+04, 3.184774E+04, 3.226025E+04, 3.267695E+04, 3.309788E+04, 3.352306E+04, 3.395254E+04, 3.438634E+04, 3.482449E+04, 3.526702E+04, 3.571397E+04, 3.616537E+04, 3.662125E+04, 3.708164E+04, 3.754658E+04, 3.801610E+04, 3.849022E+04, 3.896899E+04, 3.945243E+04, 3.994058E+04, 4.043348E+04, 4.093115E+04, 4.143363E+04, 4.194095E+04, 4.245315E+04, 4.297025E+04, 4.349231E+04, 4.401934E+04, 4.455138E+04, 4.508847E+04, 4.563064E+04, 4.617793E+04, 4.673037E+04, 4.728800E+04, 4.785085E+04, 4.841895E+04, 4.899235E+04, 4.957108E+04, 5.015517E+04, 5.074466E+04, 5.133959E+04, 5.193999E+04, 5.254590E+04, 5.315736E+04, 5.377439E+04, 5.439704E+04, 5.502536E+04, 5.565936E+04, 5.629909E+04, 5.694459E+04, 5.759589E+04, 5.825304E+04, 5.891607E+04, 5.958501E+04, 6.025992E+04, 6.094081E+04, 6.162774E+04, 6.232074E+04, 6.301986E+04, 6.372512E+04, 6.443656E+04, 6.515424E+04, 6.587818E+04, 6.660843E+04, 6.734503E+04, 6.808801E+04, 6.883741E+04, 6.959328E+04, 7.035566E+04, 7.112458E+04, 7.190009E+04, 7.268223E+04, 7.347103E+04, 7.426654E+04, 7.506881E+04, 7.587786E+04, 7.669375E+04, 7.751651E+04, 7.834619E+04, 7.918282E+04, 8.002646E+04, 8.087713E+04, 8.173489E+04, 8.259978E+04, 8.347184E+04, 8.435111E+04, 8.523763E+04, 8.613146E+04, 8.703262E+04, 8.794117E+04, 8.885715E+04, 8.978060E+04, 9.071157E+04, 9.165010E+04, 9.259623E+04, 9.355001E+04, 9.451148E+04, 9.548069E+04, 9.645768E+04, 9.744251E+04, 9.843520E+04, 9.943581E+04, 1.004444E+05, 1.014610E+05, 1.024856E+05, 1.035184E+05, 1.045592E+05, 1.056083E+05, 1.066656E+05, 1.077312E+05, 1.088052E+05, 1.098875E+05, 1.109782E+05, 1.120774E+05, 1.131852E+05, 1.143015E+05, 1.154264E+05, 1.165600E+05, 1.177023E+05, 1.188534E+05, 1.200132E+05, 1.211819E+05, 1.223596E+05, 1.235462E+05, 1.247417E+05, 1.259464E+05, 1.271601E+05, 1.283830E+05, 1.296151E+05, 1.308564E+05, 1.321071E+05, 1.333671E+05, 1.346365E+05, 1.359153E+05, 1.372036E+05, 1.385015E+05, 1.398090E+05, 1.411262E+05, 1.424530E+05, 1.437896E+05, 1.451360E+05, 1.464923E+05, 1.478585E+05, 1.492347E+05, 1.506208E+05, 1.520171E+05, 1.534234E+05, 1.548400E+05, 1.562667E+05, 1.577038E+05, 1.591511E+05, 1.606089E+05, 1.620771E+05, 1.635558E+05, 1.650450E+05, 1.665448E+05, 1.680553E+05, 1.695765E+05, 1.711085E+05, 1.726512E+05, 1.742049E+05, 1.757695E+05, 1.773450E+05, 1.789316E+05, 1.805293E+05, 1.821381E+05, 1.837582E+05, 1.853895E+05, 1.870321E+05, 1.886861E+05, 1.903516E+05, 1.920285E+05, 1.937170E+05, 1.954170E+05, 1.971288E+05, 1.988522E+05, 2.005874E+05, 2.023344E+05, 2.040934E+05, 2.058642E+05, 2.076471E+05, 2.094421E+05, 2.112492E+05, 2.130684E+05, 2.148999E+05, 2.167437E+05, 2.185998E+05, 2.204684E+05, 2.223494E+05, 2.242430E+05, 2.261492E+05, 2.280680E+05, 2.299996E+05, 2.319439E+05, 2.339011E+05, 2.358711E+05, 2.378541E+05, 2.398502E+05, 2.418593E+05, 2.438816E+05, 2.459171E+05, 2.479658E+05, 2.500279E+05, 2.521034E+05, 2.541923E+05, 2.562947E+05, 2.584107E+05, 2.605404E+05, 2.626837E+05, 2.648409E+05, 2.670118E+05, 2.691967E+05, 2.713955E+05, 2.736083E+05, 2.758353E+05, 2.780763E+05, 2.803316E+05, 2.826012E+05, 2.848851E+05, 2.871835E+05, 2.894963E+05, 2.918236E+05, 2.941656E+05, 2.965222E+05, 2.988935E+05, 3.012797E+05, 3.036808E+05, 3.060967E+05, 3.085277E+05, 3.109737E+05, 3.134349E+05, 3.159113E+05, 3.184030E+05, 3.209100E+05, 3.234324E+05, 3.259702E+05, 3.285237E+05, 3.310927E+05, 3.336774E+05, 3.362779E+05, 3.388942E+05, 3.415263E+05, 3.441744E+05, 3.468386E+05, 3.495188E+05, 3.522152E+05, 3.549278E+05, 3.576568E+05, 3.604021E+05, 3.631638E+05, 3.659421E+05, 3.687369E+05, 3.715484E+05, 3.743767E+05, 3.772217E+05, 3.800836E+05, 3.829624E+05, 3.858583E+05, 3.887712E+05, 3.917013E+05, 3.946486E+05, 3.976132E+05, 4.005952E+05, 4.035947E+05, 4.066117E+05, 4.096462E+05, 4.126985E+05, 4.157684E+05, 4.188562E+05, 4.219619E+05, 4.250855E+05, 4.282272E+05, ]) # ============================ M = 31, I = 3 ============================ M = 31 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ -1.955258E+01, 1.574804E+01, 3.938471E+01, 6.950254E+01, 1.049061E+02, 1.448933E+02, 1.889861E+02, 2.368315E+02, 2.881547E+02, 3.427339E+02, 4.003849E+02, 4.609519E+02, 5.243008E+02, 5.903147E+02, 6.588908E+02, 7.299383E+02, 8.033768E+02, 8.791351E+02, 9.571505E+02, 1.037368E+03, 1.119741E+03, 1.204228E+03, 1.290795E+03, 1.379414E+03, 1.470063E+03, 1.562724E+03, 1.657386E+03, 1.754041E+03, 1.852685E+03, 1.953317E+03, 2.055941E+03, 2.160564E+03, 2.267194E+03, 2.375843E+03, 2.486525E+03, 2.599254E+03, 2.714048E+03, 2.830927E+03, 2.949911E+03, 3.071022E+03, 3.194283E+03, 3.319718E+03, 3.447353E+03, 3.577214E+03, 3.709329E+03, 3.843727E+03, 3.980436E+03, 4.119487E+03, 4.260912E+03, 4.404741E+03, 4.551008E+03, 4.699747E+03, 4.850991E+03, 5.004776E+03, 5.161138E+03, 5.320113E+03, 5.481738E+03, 5.646052E+03, 5.813093E+03, 5.982900E+03, 6.155514E+03, 6.330975E+03, 6.509324E+03, 6.690603E+03, 6.874856E+03, 7.062125E+03, 7.252453E+03, 7.445887E+03, 7.642469E+03, 7.842246E+03, 8.045265E+03, 8.251570E+03, 8.461211E+03, 8.674234E+03, 8.890688E+03, 9.110621E+03, 9.334084E+03, 9.561124E+03, 9.791794E+03, 1.002614E+04, 1.026422E+04, 1.050608E+04, 1.075178E+04, 1.100137E+04, 1.125489E+04, 1.151241E+04, 1.177398E+04, 1.203965E+04, 1.230947E+04, 1.258351E+04, 1.286182E+04, 1.314445E+04, 1.343147E+04, 1.372292E+04, 1.401886E+04, 1.431937E+04, 1.462448E+04, 1.493426E+04, 1.524878E+04, 1.556808E+04, 1.589224E+04, 1.622130E+04, 1.655533E+04, 1.689440E+04, 1.723856E+04, 1.758788E+04, 1.794241E+04, 1.830223E+04, 1.866739E+04, 1.903796E+04, 1.941400E+04, 1.979558E+04, 2.018276E+04, 2.057561E+04, 2.097419E+04, 2.137857E+04, 2.178882E+04, 2.220501E+04, 2.262719E+04, 2.305544E+04, 2.348983E+04, 2.393043E+04, 2.437730E+04, 2.483052E+04, 2.529015E+04, 2.575627E+04, 2.622894E+04, 2.670825E+04, 2.719425E+04, 2.768703E+04, 2.818665E+04, 2.869319E+04, 2.920672E+04, 2.972731E+04, 3.025505E+04, 3.079000E+04, 3.133224E+04, 3.188185E+04, 3.243890E+04, 3.300346E+04, 3.357563E+04, 3.415546E+04, 3.474305E+04, 3.533847E+04, 3.594180E+04, 3.655311E+04, 3.717250E+04, 3.780003E+04, 3.843579E+04, 3.907986E+04, 3.973233E+04, 4.039326E+04, 4.106276E+04, 4.174089E+04, 4.242775E+04, 4.312341E+04, 4.382797E+04, 4.454150E+04, 4.526410E+04, 4.599584E+04, 4.673681E+04, 4.748711E+04, 4.824682E+04, 4.901602E+04, 4.979480E+04, 5.058326E+04, 5.138148E+04, 5.218955E+04, 5.300757E+04, 5.383561E+04, 5.467378E+04, 5.552217E+04, 5.638086E+04, 5.724995E+04, 5.812954E+04, 5.901971E+04, 5.992057E+04, 6.083219E+04, 6.175469E+04, 6.268816E+04, 6.363268E+04, 6.458837E+04, 6.555531E+04, 6.653360E+04, 6.752335E+04, 6.852464E+04, 6.953758E+04, 7.056227E+04, 7.159881E+04, 7.264730E+04, 7.370784E+04, 7.478052E+04, 7.586547E+04, 7.696276E+04, 7.807252E+04, 7.919484E+04, 8.032983E+04, 8.147759E+04, 8.263822E+04, 8.381184E+04, 8.499854E+04, 8.619844E+04, 8.741165E+04, 8.863826E+04, 8.987839E+04, 9.113215E+04, 9.239965E+04, 9.368099E+04, 9.497629E+04, 9.628565E+04, 9.760920E+04, 9.894703E+04, 1.002993E+05, 1.016660E+05, 1.030474E+05, 1.044435E+05, 1.058545E+05, 1.072805E+05, 1.087215E+05, 1.101778E+05, 1.116494E+05, 1.131364E+05, 1.146390E+05, 1.161572E+05, 1.176913E+05, 1.192412E+05, 1.208072E+05, 1.223894E+05, 1.239878E+05, 1.256026E+05, 1.272340E+05, 1.288819E+05, 1.305467E+05, 1.322283E+05, 1.339270E+05, 1.356428E+05, 1.373758E+05, 1.391263E+05, 1.408942E+05, 1.426798E+05, 1.444832E+05, 1.463045E+05, 1.481438E+05, 1.500012E+05, 1.518770E+05, 1.537711E+05, 1.556838E+05, 1.576152E+05, 1.595654E+05, 1.615346E+05, 1.635228E+05, 1.655302E+05, 1.675570E+05, 1.696033E+05, 1.716692E+05, 1.737548E+05, 1.758603E+05, 1.779859E+05, 1.801316E+05, 1.822976E+05, 1.844840E+05, 1.866911E+05, 1.889189E+05, 1.911675E+05, 1.934371E+05, 1.957279E+05, 1.980399E+05, 2.003734E+05, 2.027285E+05, 2.051052E+05, 2.075039E+05, 2.099245E+05, 2.123673E+05, 2.148324E+05, 2.173200E+05, 2.198301E+05, 2.223630E+05, 2.249188E+05, 2.274976E+05, 2.300996E+05, 2.327250E+05, 2.353738E+05, 2.380463E+05, 2.407425E+05, 2.434628E+05, 2.462071E+05, 2.489757E+05, 2.517687E+05, 2.545863E+05, 2.574285E+05, 2.602957E+05, 2.631879E+05, 2.661053E+05, 2.690481E+05, 2.720163E+05, 2.750102E+05, 2.780300E+05, 2.810757E+05, 2.841476E+05, 2.872458E+05, 2.903705E+05, 2.935219E+05, 2.967000E+05, 2.999051E+05, 3.031373E+05, 3.063968E+05, 3.096838E+05, 3.129984E+05, 3.163408E+05, 3.197112E+05, 3.231098E+05, 3.265366E+05, 3.299918E+05, 3.334758E+05, 3.369885E+05, 3.405302E+05, 3.441011E+05, 3.477013E+05, 3.513311E+05, 3.549905E+05, 3.586797E+05, 3.623990E+05, 3.661485E+05, 3.699283E+05, 3.737388E+05, 3.775799E+05, 3.814520E+05, 3.853551E+05, 3.892895E+05, 3.932554E+05, 3.972529E+05, 4.012823E+05, 4.053436E+05, 4.094371E+05, 4.135630E+05, 4.177214E+05, 4.219125E+05, 4.261366E+05, 4.303938E+05, 4.346842E+05, 4.390081E+05, 4.433657E+05, 4.477572E+05, 4.521827E+05, 4.566424E+05, 4.611365E+05, 4.656653E+05, 4.702288E+05, 4.748274E+05, 4.794611E+05, 4.841302E+05, 4.888350E+05, 4.935754E+05, 4.983519E+05, 5.031645E+05, 5.080134E+05, 5.128990E+05, 5.178212E+05, 5.227805E+05, 5.277769E+05, 5.328106E+05, 5.378819E+05, 5.429910E+05, 5.481380E+05, 5.533231E+05, 5.585467E+05, 5.638088E+05, 5.691097E+05, 5.744495E+05, 5.798285E+05, 5.852469E+05, 5.907050E+05, 5.962028E+05, 6.017406E+05, 6.073187E+05, 6.129372E+05, 6.185963E+05, 6.242963E+05, 6.300374E+05, 6.358197E+05, 6.416435E+05, 6.475090E+05, 6.534165E+05, 6.593661E+05, 6.653580E+05, 6.713925E+05, 6.774698E+05, 6.835900E+05, 6.897535E+05, 6.959605E+05, 7.022111E+05, 7.085055E+05, 7.148441E+05, 7.212270E+05, 7.276544E+05, 7.341266E+05, 7.406438E+05, 7.472062E+05, 7.538141E+05, 7.604676E+05, 7.671670E+05, 7.739126E+05, 7.807044E+05, 7.875429E+05, 7.944281E+05, 8.013604E+05, 8.083400E+05, 8.153671E+05, 8.224418E+05, 8.295646E+05, 8.367355E+05, 8.439549E+05, 8.512229E+05, 8.585398E+05, 8.659059E+05, 8.733213E+05, 8.807864E+05, 8.883013E+05, 8.958662E+05, 9.034816E+05, 9.111474E+05, 9.188641E+05, 9.266318E+05, 9.344508E+05, 9.423213E+05, 9.502437E+05, 9.582180E+05, 9.662446E+05, 9.743237E+05, 9.824556E+05, 9.906404E+05, 9.988786E+05, 1.007170E+06, 1.015516E+06, 1.023915E+06, 1.032368E+06, 1.040877E+06, 1.049440E+06, 1.058057E+06, 1.066731E+06, 1.075459E+06, 1.084244E+06, 1.093084E+06, 1.101981E+06, 1.110934E+06, 1.119944E+06, 1.129011E+06, 1.138136E+06, 1.147318E+06, 1.156557E+06, 1.165855E+06, 1.175212E+06, 1.184626E+06, 1.194100E+06, 1.203633E+06, 1.213225E+06, 1.222877E+06, 1.232589E+06, 1.242361E+06, 1.252194E+06, 1.262087E+06, 1.272042E+06, 1.282057E+06, 1.292134E+06, 1.302274E+06, 1.312475E+06, 1.322738E+06, 1.333064E+06, 1.343453E+06, 1.353905E+06, 1.364421E+06, 1.375000E+06, 1.385644E+06, 1.396352E+06, 1.407124E+06, 1.417961E+06, 1.428863E+06, 1.439831E+06, 1.450864E+06, 1.461964E+06, 1.473129E+06, 1.484361E+06, 1.495660E+06, 1.507026E+06, 1.518460E+06, 1.529961E+06, 1.541530E+06, 1.553168E+06, 1.564874E+06, 1.576648E+06, 1.588492E+06, 1.600405E+06, 1.612388E+06, 1.624441E+06, 1.636565E+06, 1.648758E+06, 1.661023E+06, 1.673359E+06, 1.685767E+06, 1.698246E+06, 1.710797E+06, ]) # ============================ M = 32, I = 1 ============================ M = 32 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 8.097351E+00, 2.198034E+02, 6.164918E+02, 1.129410E+03, 1.736418E+03, 2.424691E+03, 3.185567E+03, 4.012693E+03, 4.901199E+03, 5.847303E+03, 6.848141E+03, 7.901697E+03, 9.006766E+03, 1.016291E+04, 1.137042E+04, 1.263023E+04, 1.394387E+04, 1.531342E+04, 1.674140E+04, 1.823078E+04, 1.978490E+04, 2.140746E+04, 2.310251E+04, 2.487439E+04, 2.672776E+04, 2.866758E+04, 3.069910E+04, 3.282785E+04, 3.505969E+04, 3.740074E+04, 3.985745E+04, 4.243658E+04, 4.514522E+04, 4.799077E+04, 5.098099E+04, 5.412398E+04, 5.742823E+04, 6.090260E+04, 6.455633E+04, 6.839911E+04, 7.244103E+04, 7.669264E+04, 8.116495E+04, 8.586946E+04, 9.081817E+04, 9.602361E+04, 1.014989E+05, 1.072576E+05, 1.133139E+05, 1.196828E+05, 1.263798E+05, 1.334209E+05, 1.408231E+05, 1.486039E+05, 1.567817E+05, 1.653755E+05, 1.744053E+05, 1.838919E+05, 1.938568E+05, 2.043226E+05, 2.153128E+05, 2.268519E+05, 2.389653E+05, 2.516795E+05, 2.650221E+05, 2.790220E+05, 2.937090E+05, 3.091143E+05, 3.252702E+05, 3.422105E+05, 3.599702E+05, 3.785858E+05, 3.980952E+05, 4.185378E+05, 4.399546E+05, 4.623881E+05, 4.858827E+05, 5.104842E+05, 5.362406E+05, 5.632013E+05, 5.914178E+05, 6.209438E+05, 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1.580545E+08, 1.630068E+08, 1.681000E+08, 1.733379E+08, 1.787240E+08, 1.842622E+08, 1.899562E+08, 1.958101E+08, 2.018279E+08, 2.080137E+08, 2.143717E+08, 2.209062E+08, 2.276216E+08, 2.345224E+08, 2.416132E+08, 2.488987E+08, 2.563837E+08, 2.640731E+08, 2.719719E+08, 2.800852E+08, 2.884183E+08, 2.969765E+08, 3.057652E+08, 3.147901E+08, 3.240568E+08, 3.335712E+08, 3.433391E+08, 3.533667E+08, 3.636601E+08, 3.742257E+08, 3.850699E+08, 3.961993E+08, 4.076206E+08, 4.193408E+08, 4.313668E+08, 4.437058E+08, 4.563652E+08, 4.693522E+08, 4.826746E+08, 4.963402E+08, 5.103569E+08, 5.247327E+08, 5.394759E+08, 5.545949E+08, 5.700984E+08, 5.859951E+08, 6.022940E+08, 6.190040E+08, 6.361347E+08, 6.536955E+08, 6.716960E+08, 6.901461E+08, 7.090559E+08, 7.284357E+08, 7.482960E+08, 7.686474E+08, 7.895008E+08, 8.108673E+08, 8.327583E+08, 8.551852E+08, 8.781599E+08, 9.016944E+08, 9.258008E+08, 9.504917E+08, 9.757797E+08, 1.001678E+09, 1.028199E+09, 1.055357E+09, 1.083166E+09, 1.111639E+09, 1.140790E+09, 1.170635E+09, 1.201188E+09, 1.232464E+09, 1.264478E+09, 1.297245E+09, 1.330783E+09, 1.365107E+09, 1.400233E+09, 1.436179E+09, 1.472961E+09, 1.510597E+09, 1.549105E+09, 1.588502E+09, 1.628808E+09, 1.670041E+09, 1.712220E+09, 1.755365E+09, 1.799495E+09, 1.844630E+09, 1.890792E+09, 1.938001E+09, 1.986278E+09, 2.035644E+09, 2.086123E+09, 2.137736E+09, 2.190507E+09, 2.244458E+09, 2.299613E+09, 2.355996E+09, 2.413633E+09, 2.472547E+09, 2.532764E+09, 2.594310E+09, 2.657211E+09, 2.721494E+09, 2.787186E+09, 2.854315E+09, 2.922909E+09, 2.992996E+09, 3.064606E+09, 3.137769E+09, 3.212514E+09, 3.288872E+09, 3.366875E+09, 3.446553E+09, 3.527940E+09, 3.611069E+09, 3.695971E+09, 3.782682E+09, 3.871236E+09, 3.961669E+09, 4.054014E+09, 4.148310E+09, 4.244593E+09, 4.342900E+09, 4.443270E+09, 4.545741E+09, 4.650352E+09, 4.757144E+09, 4.866158E+09, 4.977434E+09, 5.091016E+09, 5.206945E+09, 5.325265E+09, 5.446020E+09, 5.569255E+09, 5.695017E+09, 5.823350E+09, 5.954302E+09, 6.087922E+09, 6.224258E+09, 6.363358E+09, 6.505274E+09, 6.650057E+09, 6.797758E+09, 6.948429E+09, 7.102125E+09, 7.258900E+09, 7.418810E+09, 7.581909E+09, 7.748255E+09, 7.917907E+09, 8.090922E+09, 8.267361E+09, 8.447284E+09, 8.630753E+09, 8.817830E+09, 9.008580E+09, 9.203066E+09, 9.401354E+09, 9.603510E+09, 9.809602E+09, 1.001970E+10, 1.023387E+10, 1.045219E+10, 1.067472E+10, 1.090155E+10, 1.113273E+10, 1.136836E+10, 1.160850E+10, 1.185324E+10, 1.210265E+10, 1.235680E+10, 1.261580E+10, 1.287970E+10, 1.314861E+10, 1.342259E+10, 1.370175E+10, 1.398616E+10, 1.427592E+10, 1.457111E+10, 1.487183E+10, 1.517816E+10, 1.549021E+10, 1.580807E+10, 1.613183E+10, 1.646160E+10, 1.679746E+10, 1.713954E+10, 1.748791E+10, 1.784270E+10, 1.820401E+10, 1.857193E+10, 1.894659E+10, 1.932809E+10, 1.971655E+10, 2.011207E+10, 2.051477E+10, 2.092478E+10, 2.134220E+10, 2.176716E+10, 2.219977E+10, 2.264017E+10, 2.308848E+10, 2.354483E+10, 2.400934E+10, 2.448214E+10, 2.496338E+10, 2.545317E+10, 2.595166E+10, 2.645899E+10, 2.697530E+10, 2.750072E+10, 2.803542E+10, 2.857951E+10, 2.913317E+10, 2.969654E+10, 3.026976E+10, 3.085300E+10, 3.144641E+10, 3.205015E+10, 3.266439E+10, 3.328927E+10, 3.392498E+10, 3.457168E+10, 3.522953E+10, 3.589871E+10, 3.657939E+10, 3.727176E+10, 3.797599E+10, 3.869226E+10, 3.942075E+10, 4.016166E+10, 4.091517E+10, 4.168148E+10, 4.246078E+10, 4.325326E+10, 4.405913E+10, 4.487858E+10, 4.571183E+10, 4.655908E+10, 4.742055E+10, 4.829643E+10, 4.918696E+10, 5.009235E+10, 5.101282E+10, 5.194859E+10, 5.289990E+10, 5.386698E+10, 5.485005E+10, 5.584936E+10, 5.686515E+10, 5.789765E+10, 5.894712E+10, 6.001381E+10, 6.109796E+10, 6.219984E+10, 6.331969E+10, 6.445780E+10, 6.561441E+10, 6.678980E+10, 6.798425E+10, 6.919803E+10, 7.043142E+10, 7.168469E+10, 7.295815E+10, 7.425208E+10, 7.556678E+10, 7.690254E+10, 7.825967E+10, 7.963846E+10, 8.103924E+10, 8.246231E+10, 8.390800E+10, 8.537662E+10, 8.686849E+10, ]) # ============================ M = 32, I = 2 ============================ M = 32 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.642415E+01, 4.459850E+02, 1.250911E+03, 2.291685E+03, 3.523383E+03, 4.919979E+03, 6.463896E+03, 8.142249E+03, 9.945158E+03, 1.186497E+04, 1.389590E+04, 1.603392E+04, 1.827665E+04, 2.062328E+04, 2.307451E+04, 2.563235E+04, 2.830005E+04, 3.108192E+04, 3.398325E+04, 3.701022E+04, 4.016979E+04, 4.346965E+04, 4.691818E+04, 5.052441E+04, 5.429801E+04, 5.824927E+04, 6.238908E+04, 6.672894E+04, 7.128098E+04, 7.605795E+04, 8.107323E+04, 8.634085E+04, 9.187554E+04, 9.769269E+04, 1.038084E+05, 1.102396E+05, 1.170039E+05, 1.241197E+05, 1.316063E+05, 1.394838E+05, 1.477733E+05, 1.564967E+05, 1.656771E+05, 1.753383E+05, 1.855054E+05, 1.962046E+05, 2.074631E+05, 2.193095E+05, 2.317734E+05, 2.448859E+05, 2.586794E+05, 2.731877E+05, 2.884460E+05, 3.044911E+05, 3.213613E+05, 3.390966E+05, 3.577388E+05, 3.773312E+05, 3.979193E+05, 4.195502E+05, 4.422731E+05, 4.661394E+05, 4.912024E+05, 5.175178E+05, 5.451435E+05, 5.741399E+05, 6.045698E+05, 6.364984E+05, 6.699940E+05, 7.051272E+05, 7.419718E+05, 7.806044E+05, 8.211046E+05, 8.635554E+05, 9.080429E+05, 9.546566E+05, 1.003490E+06, 1.054639E+06, 1.108205E+06, 1.164292E+06, 1.223009E+06, 1.284468E+06, 1.348786E+06, 1.416085E+06, 1.486491E+06, 1.560134E+06, 1.637151E+06, 1.717682E+06, 1.801874E+06, 1.889878E+06, 1.981851E+06, 2.077956E+06, 2.178363E+06, 2.283247E+06, 2.392789E+06, 2.507178E+06, 2.626608E+06, 2.751282E+06, 2.881409E+06, 3.017205E+06, 3.158895E+06, 3.306712E+06, 3.460896E+06, 3.621696E+06, 3.789370E+06, 3.964185E+06, 4.146416E+06, 4.336349E+06, 4.534280E+06, 4.740514E+06, 4.955367E+06, 5.179165E+06, 5.412246E+06, 5.654959E+06, 5.907665E+06, 6.170736E+06, 6.444559E+06, 6.729530E+06, 7.026062E+06, 7.334578E+06, 7.655517E+06, 7.989333E+06, 8.336492E+06, 8.697478E+06, 9.072789E+06, 9.462940E+06, 9.868460E+06, 1.028990E+07, 1.072782E+07, 1.118281E+07, 1.165546E+07, 1.214640E+07, 1.265627E+07, 1.318573E+07, 1.373545E+07, 1.430614E+07, 1.489853E+07, 1.551334E+07, 1.615137E+07, 1.681338E+07, 1.750021E+07, 1.821268E+07, 1.895167E+07, 1.971806E+07, 2.051277E+07, 2.133675E+07, 2.219098E+07, 2.307644E+07, 2.399417E+07, 2.494524E+07, 2.593074E+07, 2.695179E+07, 2.800954E+07, 2.910519E+07, 3.023997E+07, 3.141513E+07, 3.263196E+07, 3.389181E+07, 3.519604E+07, 3.654606E+07, 3.794333E+07, 3.938932E+07, 4.088558E+07, 4.243367E+07, 4.403522E+07, 4.569190E+07, 4.740539E+07, 4.917748E+07, 5.100995E+07, 5.290467E+07, 5.486353E+07, 5.688850E+07, 5.898158E+07, 6.114484E+07, 6.338039E+07, 6.569041E+07, 6.807714E+07, 7.054286E+07, 7.308994E+07, 7.572078E+07, 7.843787E+07, 8.124374E+07, 8.414103E+07, 8.713239E+07, 9.022059E+07, 9.340844E+07, 9.669884E+07, 1.000947E+08, 1.035992E+08, 1.072154E+08, 1.109464E+08, 1.147956E+08, 1.187663E+08, 1.228620E+08, 1.270862E+08, 1.314426E+08, 1.359348E+08, 1.405668E+08, 1.453422E+08, 1.502653E+08, 1.553401E+08, 1.605707E+08, 1.659615E+08, 1.715170E+08, 1.772415E+08, 1.831398E+08, 1.892165E+08, 1.954766E+08, 2.019250E+08, 2.085668E+08, 2.154073E+08, 2.224516E+08, 2.297054E+08, 2.371742E+08, 2.448637E+08, 2.527798E+08, 2.609285E+08, 2.693159E+08, 2.779484E+08, 2.868322E+08, 2.959741E+08, 3.053808E+08, 3.150591E+08, 3.250160E+08, 3.352589E+08, 3.457950E+08, 3.566320E+08, 3.677774E+08, 3.792393E+08, 3.910256E+08, 4.031446E+08, 4.156048E+08, 4.284147E+08, 4.415833E+08, 4.551194E+08, 4.690323E+08, 4.833315E+08, 4.980265E+08, 5.131272E+08, 5.286436E+08, 5.445861E+08, 5.609651E+08, 5.777913E+08, 5.950757E+08, 6.128295E+08, 6.310641E+08, 6.497913E+08, 6.690229E+08, 6.887712E+08, 7.090486E+08, 7.298678E+08, 7.512418E+08, 7.731840E+08, 7.957077E+08, 8.188270E+08, 8.425558E+08, 8.669087E+08, 8.919003E+08, 9.175456E+08, 9.438601E+08, 9.708593E+08, 9.985593E+08, 1.026976E+09, 1.056127E+09, 1.086029E+09, 1.116698E+09, 1.148153E+09, 1.180412E+09, 1.213494E+09, 1.247416E+09, 1.282199E+09, 1.317861E+09, 1.354423E+09, 1.391905E+09, 1.430328E+09, 1.469713E+09, 1.510081E+09, 1.551455E+09, 1.593857E+09, 1.637310E+09, 1.681838E+09, 1.727464E+09, 1.774212E+09, 1.822107E+09, 1.871175E+09, 1.921441E+09, 1.972931E+09, 2.025673E+09, 2.079693E+09, 2.135019E+09, 2.191680E+09, 2.249704E+09, 2.309120E+09, 2.369960E+09, 2.432252E+09, 2.496030E+09, 2.561323E+09, 2.628164E+09, 2.696587E+09, 2.766625E+09, 2.838311E+09, 2.911682E+09, 2.986771E+09, 3.063616E+09, 3.142253E+09, 3.222720E+09, 3.305054E+09, 3.389295E+09, 3.475481E+09, 3.563655E+09, 3.653855E+09, 3.746125E+09, 3.840507E+09, 3.937044E+09, 4.035779E+09, 4.136759E+09, 4.240028E+09, 4.345634E+09, 4.453623E+09, 4.564044E+09, 4.676946E+09, 4.792379E+09, 4.910394E+09, 5.031041E+09, 5.154375E+09, 5.280448E+09, 5.409315E+09, 5.541032E+09, 5.675655E+09, 5.813242E+09, 5.953850E+09, 6.097539E+09, 6.244371E+09, 6.394405E+09, 6.547706E+09, 6.704336E+09, 6.864361E+09, 7.027846E+09, 7.194859E+09, 7.365467E+09, 7.539740E+09, 7.717748E+09, 7.899564E+09, 8.085259E+09, 8.274909E+09, 8.468588E+09, 8.666373E+09, 8.868343E+09, 9.074576E+09, 9.285154E+09, 9.500158E+09, 9.719671E+09, 9.943778E+09, 1.017256E+10, 1.040612E+10, 1.064453E+10, 1.088789E+10, 1.113629E+10, 1.138982E+10, 1.164858E+10, 1.191266E+10, 1.218217E+10, 1.245719E+10, 1.273784E+10, 1.302422E+10, 1.331643E+10, 1.361457E+10, 1.391876E+10, 1.422910E+10, 1.454571E+10, 1.486870E+10, 1.519819E+10, 1.553428E+10, 1.587711E+10, 1.622679E+10, 1.658344E+10, 1.694719E+10, 1.731817E+10, 1.769650E+10, 1.808231E+10, 1.847574E+10, 1.887692E+10, 1.928598E+10, 1.970308E+10, 2.012834E+10, 2.056191E+10, 2.100394E+10, 2.145457E+10, 2.191396E+10, 2.238225E+10, 2.285960E+10, 2.334617E+10, 2.384212E+10, 2.434760E+10, 2.486279E+10, 2.538785E+10, 2.592295E+10, 2.646826E+10, 2.702395E+10, 2.759020E+10, 2.816720E+10, 2.875512E+10, 2.935415E+10, 2.996448E+10, 3.058630E+10, 3.121979E+10, 3.186517E+10, 3.252262E+10, 3.319236E+10, 3.387457E+10, 3.456949E+10, 3.527730E+10, 3.599824E+10, 3.673251E+10, 3.748034E+10, 3.824196E+10, 3.901758E+10, 3.980744E+10, 4.061178E+10, 4.143082E+10, 4.226482E+10, 4.311402E+10, 4.397866E+10, 4.485900E+10, 4.575529E+10, 4.666779E+10, 4.759676E+10, 4.854246E+10, 4.950518E+10, 5.048518E+10, 5.148273E+10, 5.249813E+10, 5.353166E+10, 5.458360E+10, 5.565425E+10, 5.674390E+10, 5.785287E+10, 5.898146E+10, 6.012997E+10, 6.129872E+10, 6.248803E+10, 6.369823E+10, 6.492964E+10, 6.618260E+10, 6.745744E+10, 6.875450E+10, 7.007414E+10, 7.141669E+10, 7.278253E+10, 7.417201E+10, 7.558549E+10, 7.702336E+10, 7.848598E+10, 7.997373E+10, 8.148700E+10, 8.302620E+10, 8.459170E+10, 8.618391E+10, 8.780325E+10, 8.945012E+10, 9.112495E+10, 9.282815E+10, 9.456017E+10, 9.632142E+10, 9.811237E+10, 9.993345E+10, 1.017851E+11, 1.036678E+11, 1.055821E+11, 1.075283E+11, 1.095070E+11, 1.115186E+11, 1.135637E+11, 1.156427E+11, 1.177561E+11, 1.199045E+11, 1.220884E+11, 1.243083E+11, 1.265647E+11, 1.288581E+11, 1.311892E+11, 1.335584E+11, 1.359663E+11, 1.384135E+11, 1.409006E+11, 1.434281E+11, 1.459967E+11, 1.486068E+11, 1.512592E+11, 1.539544E+11, 1.566931E+11, 1.594759E+11, 1.623033E+11, 1.651762E+11, 1.680950E+11, 1.710605E+11, 1.740734E+11, 1.771343E+11, 1.802438E+11, 1.834028E+11, 1.866119E+11, ]) # ============================ M = 33, I = 1 ============================ M = 33 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 5.591159E-01, 2.788377E+01, 7.687718E+01, 1.400317E+02, 2.146762E+02, 2.992541E+02, 3.927116E+02, 4.942731E+02, 6.033370E+02, 7.194188E+02, 8.421172E+02, 9.710934E+02, 1.106056E+03, 1.246753E+03, 1.392963E+03, 1.544493E+03, 1.701174E+03, 1.862861E+03, 2.029428E+03, 2.200773E+03, 2.376811E+03, 2.557477E+03, 2.742722E+03, 2.932518E+03, 3.126851E+03, 3.325721E+03, 3.529146E+03, 3.737155E+03, 3.949789E+03, 4.167099E+03, 4.389150E+03, 4.616010E+03, 4.847761E+03, 5.084488E+03, 5.326284E+03, 5.573246E+03, 5.825477E+03, 6.083085E+03, 6.346180E+03, 6.614875E+03, 6.889288E+03, 7.169536E+03, 7.455741E+03, 7.748025E+03, 8.046513E+03, 8.351329E+03, 8.662601E+03, 8.980456E+03, 9.305022E+03, 9.636429E+03, 9.974807E+03, 1.032029E+04, 1.067300E+04, 1.103308E+04, 1.140065E+04, 1.177585E+04, 1.215883E+04, 1.254969E+04, 1.294860E+04, 1.335567E+04, 1.377105E+04, 1.419488E+04, 1.462728E+04, 1.506841E+04, 1.551840E+04, 1.597738E+04, 1.644551E+04, 1.692292E+04, 1.740975E+04, 1.790615E+04, 1.841227E+04, 1.892824E+04, 1.945422E+04, 1.999035E+04, 2.053679E+04, 2.109367E+04, 2.166116E+04, 2.223940E+04, 2.282854E+04, 2.342874E+04, 2.404016E+04, 2.466295E+04, 2.529727E+04, 2.594327E+04, 2.660112E+04, 2.727098E+04, 2.795301E+04, 2.864737E+04, 2.935423E+04, 3.007376E+04, 3.080611E+04, 3.155147E+04, 3.230999E+04, 3.308186E+04, 3.386724E+04, 3.466631E+04, 3.547924E+04, 3.630621E+04, 3.714740E+04, 3.800298E+04, 3.887315E+04, 3.975807E+04, 4.065793E+04, 4.157292E+04, 4.250323E+04, 4.344904E+04, 4.441053E+04, 4.538791E+04, 4.638136E+04, 4.739108E+04, 4.841725E+04, 4.946008E+04, 5.051977E+04, 5.159651E+04, 5.269050E+04, 5.380195E+04, 5.493106E+04, 5.607803E+04, 5.724306E+04, 5.842638E+04, 5.962818E+04, 6.084868E+04, 6.208808E+04, 6.334661E+04, 6.462447E+04, 6.592189E+04, 6.723908E+04, 6.857626E+04, 6.993366E+04, 7.131149E+04, 7.270997E+04, 7.412934E+04, 7.556982E+04, 7.703164E+04, 7.851503E+04, 8.002022E+04, 8.154744E+04, 8.309693E+04, 8.466893E+04, 8.626366E+04, 8.788138E+04, 8.952232E+04, 9.118672E+04, 9.287483E+04, 9.458690E+04, 9.632316E+04, 9.808387E+04, 9.986927E+04, 1.016796E+05, 1.035152E+05, 1.053762E+05, 1.072629E+05, 1.091756E+05, 1.111146E+05, 1.130800E+05, 1.150721E+05, 1.170913E+05, 1.191378E+05, 1.212118E+05, 1.233137E+05, 1.254436E+05, 1.276019E+05, 1.297888E+05, 1.320046E+05, 1.342497E+05, 1.365241E+05, 1.388284E+05, 1.411626E+05, 1.435272E+05, 1.459223E+05, 1.483484E+05, 1.508056E+05, 1.532942E+05, 1.558147E+05, 1.583671E+05, 1.609519E+05, 1.635693E+05, 1.662197E+05, 1.689033E+05, 1.716204E+05, 1.743714E+05, 1.771564E+05, 1.799760E+05, 1.828303E+05, 1.857196E+05, 1.886443E+05, 1.916047E+05, 1.946011E+05, 1.976339E+05, 2.007032E+05, 2.038095E+05, 2.069531E+05, 2.101343E+05, 2.133534E+05, 2.166108E+05, 2.199067E+05, 2.232416E+05, 2.266156E+05, 2.300293E+05, 2.334828E+05, 2.369766E+05, 2.405110E+05, 2.440863E+05, 2.477028E+05, 2.513610E+05, 2.550611E+05, 2.588035E+05, 2.625885E+05, 2.664166E+05, 2.702880E+05, 2.742030E+05, 2.781622E+05, 2.821657E+05, 2.862140E+05, 2.903075E+05, 2.944465E+05, 2.986313E+05, 3.028623E+05, 3.071399E+05, 3.114645E+05, 3.158364E+05, 3.202561E+05, 3.247238E+05, 3.292399E+05, 3.338049E+05, 3.384191E+05, 3.430830E+05, 3.477967E+05, 3.525609E+05, 3.573758E+05, 3.622419E+05, 3.671595E+05, 3.721290E+05, 3.771508E+05, 3.822254E+05, 3.873530E+05, 3.925342E+05, 3.977693E+05, 4.030587E+05, 4.084029E+05, 4.138021E+05, 4.192570E+05, 4.247677E+05, 4.303348E+05, 4.359588E+05, 4.416399E+05, 4.473786E+05, 4.531753E+05, 4.590305E+05, 4.649446E+05, 4.709180E+05, 4.769511E+05, 4.830444E+05, 4.891983E+05, 4.954132E+05, 5.016896E+05, 5.080278E+05, 5.144284E+05, 5.208918E+05, 5.274183E+05, 5.340086E+05, 5.406629E+05, 5.473818E+05, 5.541658E+05, 5.610151E+05, 5.679304E+05, 5.749121E+05, 5.819605E+05, 5.890763E+05, 5.962598E+05, 6.035115E+05, 6.108318E+05, 6.182214E+05, 6.256805E+05, 6.332097E+05, 6.408094E+05, 6.484802E+05, 6.562225E+05, 6.640367E+05, 6.719234E+05, 6.798831E+05, 6.879162E+05, 6.960232E+05, 7.042046E+05, 7.124608E+05, 7.207925E+05, 7.292001E+05, 7.376840E+05, 7.462448E+05, 7.548829E+05, 7.635989E+05, 7.723933E+05, 7.812666E+05, 7.902193E+05, 7.992519E+05, 8.083649E+05, 8.175588E+05, 8.268341E+05, 8.361914E+05, 8.456312E+05, 8.551539E+05, 8.647602E+05, 8.744505E+05, 8.842254E+05, 8.940854E+05, 9.040311E+05, 9.140629E+05, 9.241814E+05, 9.343871E+05, 9.446806E+05, 9.550625E+05, 9.655332E+05, 9.760933E+05, 9.867433E+05, 9.974839E+05, 1.008316E+06, 1.019239E+06, 1.030254E+06, 1.041362E+06, 1.052564E+06, 1.063859E+06, 1.075249E+06, 1.086733E+06, 1.098313E+06, 1.109990E+06, 1.121763E+06, 1.133633E+06, 1.145601E+06, 1.157667E+06, 1.169833E+06, 1.182098E+06, 1.194463E+06, 1.206929E+06, 1.219496E+06, 1.232165E+06, 1.244937E+06, 1.257812E+06, 1.270790E+06, 1.283873E+06, 1.297060E+06, 1.310354E+06, 1.323753E+06, 1.337259E+06, 1.350872E+06, 1.364593E+06, 1.378423E+06, 1.392362E+06, 1.406411E+06, 1.420570E+06, 1.434840E+06, 1.449222E+06, 1.463716E+06, 1.478323E+06, 1.493044E+06, 1.507878E+06, 1.522828E+06, 1.537892E+06, 1.553073E+06, 1.568371E+06, 1.583786E+06, 1.599319E+06, 1.614971E+06, 1.630742E+06, 1.646632E+06, 1.662644E+06, 1.678777E+06, 1.695031E+06, 1.711409E+06, 1.727909E+06, 1.744533E+06, 1.761282E+06, 1.778156E+06, 1.795156E+06, 1.812283E+06, 1.829537E+06, 1.846918E+06, 1.864429E+06, 1.882069E+06, 1.899838E+06, 1.917738E+06, 1.935770E+06, 1.953934E+06, 1.972230E+06, 1.990660E+06, 2.009224E+06, 2.027922E+06, 2.046757E+06, 2.065727E+06, 2.084834E+06, 2.104079E+06, 2.123463E+06, 2.142985E+06, 2.162647E+06, 2.182450E+06, 2.202394E+06, 2.222479E+06, 2.242708E+06, 2.263080E+06, 2.283595E+06, 2.304256E+06, 2.325062E+06, 2.346015E+06, 2.367114E+06, 2.388362E+06, 2.409757E+06, 2.431302E+06, 2.452997E+06, 2.474843E+06, 2.496840E+06, 2.518990E+06, 2.541292E+06, 2.563749E+06, 2.586360E+06, 2.609126E+06, 2.632048E+06, 2.655126E+06, 2.678363E+06, 2.701758E+06, 2.725312E+06, 2.749025E+06, 2.772900E+06, 2.796936E+06, 2.821134E+06, 2.845495E+06, 2.870020E+06, 2.894709E+06, 2.919564E+06, 2.944585E+06, 2.969773E+06, 2.995129E+06, 3.020653E+06, 3.046346E+06, 3.072210E+06, 3.098245E+06, 3.124451E+06, 3.150830E+06, 3.177383E+06, 3.204110E+06, 3.231011E+06, 3.258089E+06, 3.285343E+06, 3.312775E+06, 3.340385E+06, 3.368174E+06, 3.396143E+06, 3.424293E+06, 3.452625E+06, 3.481139E+06, 3.509836E+06, 3.538718E+06, 3.567784E+06, 3.597037E+06, 3.626476E+06, 3.656103E+06, 3.685918E+06, 3.715923E+06, 3.746118E+06, 3.776503E+06, 3.807081E+06, 3.837851E+06, 3.868815E+06, 3.899973E+06, 3.931327E+06, 3.962877E+06, 3.994624E+06, 4.026569E+06, 4.058713E+06, 4.091056E+06, 4.123601E+06, 4.156346E+06, 4.189295E+06, 4.222446E+06, 4.255802E+06, 4.289363E+06, 4.323130E+06, 4.357104E+06, 4.391285E+06, 4.425676E+06, 4.460276E+06, 4.495086E+06, 4.530108E+06, 4.565343E+06, 4.600791E+06, 4.636453E+06, 4.672330E+06, 4.708423E+06, 4.744734E+06, 4.781262E+06, 4.818009E+06, 4.854976E+06, 4.892164E+06, 4.929574E+06, 4.967206E+06, 5.005062E+06, 5.043142E+06, 5.081448E+06, 5.119980E+06, 5.158740E+06, 5.197728E+06, 5.236946E+06, 5.276394E+06, ]) # ============================ M = 34, I = 1 ============================ M = 34 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, 0.000000E+00, ]) # ============================ M = 35, I = 1 ============================ M = 35 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.408488E+02, 7.370641E+03, 2.081704E+04, 3.833248E+04, 5.958469E+04, 8.480332E+04, 1.144162E+05, 1.489329E+05, 1.889251E+05, 2.350294E+05, 2.879547E+05, 3.484921E+05, 4.175253E+05, 4.960410E+05, 5.851416E+05, 6.860566E+05, 8.001562E+05, 9.289641E+05, 1.074172E+06, 1.237655E+06, 1.421488E+06, 1.627961E+06, 1.859602E+06, 2.119194E+06, 2.409797E+06, 2.734774E+06, 3.097814E+06, 3.502960E+06, 3.954640E+06, 4.457697E+06, 5.017422E+06, 5.639595E+06, 6.330517E+06, 7.097059E+06, 7.946701E+06, 8.887582E+06, 9.928551E+06, 1.107922E+07, 1.235002E+07, 1.375228E+07, 1.529824E+07, 1.700121E+07, 1.887555E+07, 2.093681E+07, 2.320178E+07, 2.568860E+07, 2.841685E+07, 3.140764E+07, 3.468372E+07, 3.826959E+07, 4.219161E+07, 4.647816E+07, 5.115970E+07, 5.626900E+07, 6.184122E+07, 6.791407E+07, 7.452801E+07, 8.172639E+07, 8.955563E+07, 9.806544E+07, 1.073090E+08, 1.173431E+08, 1.282286E+08, 1.400304E+08, 1.528176E+08, 1.666643E+08, 1.816494E+08, 1.978567E+08, 2.153758E+08, 2.343021E+08, 2.547371E+08, 2.767886E+08, 3.005714E+08, 3.262075E+08, 3.538266E+08, 3.835662E+08, 4.155723E+08, 4.500000E+08, 4.870136E+08, 5.267872E+08, 5.695054E+08, 6.153637E+08, 6.645692E+08, 7.173407E+08, 7.739100E+08, 8.345222E+08, 8.994361E+08, 9.689255E+08, 1.043279E+09, 1.122803E+09, 1.207818E+09, 1.298664E+09, 1.395701E+09, 1.499305E+09, 1.609876E+09, 1.727831E+09, 1.853615E+09, 1.987691E+09, 2.130549E+09, 2.282705E+09, 2.444700E+09, 2.617105E+09, 2.800518E+09, 2.995568E+09, 3.202917E+09, 3.423259E+09, 3.657323E+09, 3.905874E+09, 4.169715E+09, 4.449688E+09, 4.746675E+09, 5.061602E+09, 5.395439E+09, 5.749202E+09, 6.123957E+09, 6.520817E+09, 6.940949E+09, 7.385576E+09, 7.855974E+09, 8.353480E+09, 8.879493E+09, 9.435474E+09, 1.002295E+10, 1.064352E+10, 1.129885E+10, 1.199068E+10, 1.272083E+10, 1.349120E+10, 1.430378E+10, 1.516062E+10, 1.606389E+10, 1.701584E+10, 1.801882E+10, 1.907526E+10, 2.018773E+10, 2.135888E+10, 2.259148E+10, 2.388841E+10, 2.525267E+10, 2.668740E+10, 2.819584E+10, 2.978139E+10, 3.144757E+10, 3.319805E+10, 3.503664E+10, 3.696730E+10, 3.899417E+10, 4.112153E+10, 4.335384E+10, 4.569572E+10, 4.815199E+10, 5.072764E+10, 5.342786E+10, 5.625804E+10, 5.922378E+10, 6.233087E+10, 6.558535E+10, 6.899347E+10, 7.256171E+10, 7.629680E+10, 8.020572E+10, 8.429570E+10, 8.857423E+10, 9.304911E+10, 9.772837E+10, 1.026204E+11, 1.077338E+11, 1.130775E+11, 1.186609E+11, 1.244935E+11, 1.305852E+11, 1.369465E+11, 1.435879E+11, 1.505205E+11, 1.577556E+11, 1.653052E+11, 1.731814E+11, 1.813968E+11, 1.899645E+11, 1.988980E+11, 2.082114E+11, 2.179189E+11, 2.280356E+11, 2.385769E+11, 2.495587E+11, 2.609974E+11, 2.729101E+11, 2.853143E+11, 2.982281E+11, 3.116703E+11, 3.256603E+11, 3.402178E+11, 3.553637E+11, 3.711190E+11, 3.875058E+11, 4.045467E+11, 4.222650E+11, 4.406847E+11, 4.598308E+11, 4.797288E+11, 5.004052E+11, 5.218871E+11, 5.442027E+11, 5.673808E+11, 5.914512E+11, 6.164448E+11, 6.423931E+11, 6.693287E+11, 6.972853E+11, 7.262974E+11, 7.564007E+11, 7.876319E+11, 8.200287E+11, 8.536301E+11, 8.884761E+11, 9.246080E+11, 9.620681E+11, 1.000900E+12, 1.041149E+12, 1.082861E+12, 1.126084E+12, 1.170866E+12, 1.217258E+12, 1.265312E+12, 1.315080E+12, 1.366618E+12, 1.419982E+12, 1.475230E+12, 1.532421E+12, 1.591616E+12, 1.652878E+12, 1.716272E+12, 1.781863E+12, 1.849721E+12, 1.919915E+12, 1.992517E+12, 2.067601E+12, 2.145242E+12, 2.225519E+12, 2.308512E+12, 2.394303E+12, 2.482976E+12, 2.574618E+12, 2.669317E+12, 2.767166E+12, 2.868256E+12, 2.972686E+12, 3.080553E+12, 3.191958E+12, 3.307006E+12, 3.425802E+12, 3.548456E+12, 3.675080E+12, 3.805790E+12, 3.940702E+12, 4.079937E+12, 4.223621E+12, 4.371879E+12, 4.524842E+12, 4.682643E+12, 4.845420E+12, 5.013312E+12, 5.186464E+12, 5.365022E+12, 5.549139E+12, 5.738968E+12, 5.934668E+12, 6.136401E+12, 6.344334E+12, 6.558638E+12, 6.779486E+12, 7.007058E+12, 7.241536E+12, 7.483108E+12, 7.731967E+12, 7.988308E+12, 8.252333E+12, 8.524248E+12, 8.804264E+12, 9.092597E+12, 9.389467E+12, 9.695101E+12, 1.000973E+13, 1.033359E+13, 1.066693E+13, 1.100998E+13, 1.136302E+13, 1.172628E+13, 1.210006E+13, 1.248460E+13, 1.288019E+13, 1.328711E+13, 1.370566E+13, 1.413614E+13, 1.457883E+13, 1.503407E+13, 1.550215E+13, 1.598342E+13, 1.647819E+13, 1.698682E+13, 1.750964E+13, 1.804700E+13, 1.859929E+13, 1.916686E+13, 1.975008E+13, 2.034936E+13, 2.096508E+13, 2.159764E+13, 2.224747E+13, 2.291497E+13, 2.360058E+13, 2.430475E+13, 2.502792E+13, 2.577054E+13, 2.653309E+13, 2.731604E+13, 2.811988E+13, 2.894512E+13, 2.979226E+13, 3.066182E+13, 3.155434E+13, 3.247034E+13, 3.341040E+13, 3.437506E+13, 3.536492E+13, 3.638055E+13, 3.742257E+13, 3.849157E+13, 3.958819E+13, 4.071306E+13, 4.186684E+13, 4.305019E+13, 4.426379E+13, 4.550833E+13, 4.678452E+13, 4.809308E+13, 4.943473E+13, 5.081024E+13, 5.222036E+13, 5.366588E+13, 5.514758E+13, 5.666628E+13, 5.822282E+13, 5.981802E+13, 6.145274E+13, 6.312788E+13, 6.484432E+13, 6.660296E+13, 6.840475E+13, 7.025062E+13, 7.214154E+13, 7.407850E+13, 7.606250E+13, 7.809456E+13, 8.017573E+13, 8.230705E+13, 8.448963E+13, 8.672455E+13, 8.901295E+13, 9.135596E+13, 9.375476E+13, 9.621054E+13, 9.872449E+13, 1.012979E+14, 1.039319E+14, 1.066279E+14, 1.093872E+14, 1.122110E+14, 1.151008E+14, 1.180580E+14, 1.210838E+14, 1.241798E+14, 1.273474E+14, 1.305880E+14, 1.339033E+14, 1.372948E+14, 1.407639E+14, 1.443123E+14, 1.479416E+14, 1.516535E+14, 1.554497E+14, 1.593318E+14, 1.633016E+14, 1.673609E+14, 1.715114E+14, 1.757551E+14, 1.800938E+14, 1.845294E+14, 1.890638E+14, 1.936990E+14, 1.984370E+14, 2.032798E+14, 2.082296E+14, 2.132884E+14, 2.184584E+14, 2.237418E+14, 2.291407E+14, 2.346576E+14, 2.402945E+14, 2.460540E+14, 2.519384E+14, 2.579502E+14, 2.640916E+14, 2.703654E+14, 2.767740E+14, 2.833201E+14, 2.900062E+14, 2.968351E+14, 3.038095E+14, 3.109322E+14, 3.182059E+14, 3.256335E+14, 3.332181E+14, 3.409624E+14, 3.488697E+14, 3.569428E+14, 3.651850E+14, 3.735993E+14, 3.821891E+14, 3.909576E+14, 3.999081E+14, 4.090440E+14, 4.183688E+14, 4.278858E+14, 4.375988E+14, 4.475113E+14, 4.576269E+14, 4.679495E+14, 4.784827E+14, 4.892305E+14, 5.001967E+14, 5.113853E+14, 5.228004E+14, 5.344461E+14, 5.463265E+14, 5.584458E+14, 5.708085E+14, 5.834187E+14, 5.962811E+14, 6.094001E+14, 6.227802E+14, 6.364262E+14, 6.503428E+14, 6.645348E+14, 6.790069E+14, 6.937643E+14, 7.088120E+14, 7.241550E+14, 7.397985E+14, 7.557478E+14, 7.720084E+14, 7.885855E+14, 8.054847E+14, 8.227116E+14, 8.402720E+14, 8.581716E+14, 8.764162E+14, 8.950119E+14, 9.139646E+14, 9.332806E+14, 9.529659E+14, 9.730270E+14, 9.934704E+14, 1.014302E+15, 1.035530E+15, 1.057159E+15, 1.079198E+15, 1.101652E+15, 1.124528E+15, 1.147835E+15, 1.171579E+15, 1.195768E+15, 1.220408E+15, 1.245508E+15, 1.271076E+15, 1.297118E+15, 1.323643E+15, 1.350659E+15, 1.378174E+15, 1.406197E+15, 1.434735E+15, 1.463797E+15, 1.493392E+15, 1.523529E+15, 1.554216E+15, 1.585463E+15, 1.617278E+15, 1.649671E+15, 1.682651E+15, 1.716228E+15, 1.750412E+15, 1.785212E+15, 1.820638E+15, 1.856700E+15, 1.893409E+15, 1.930774E+15, 1.968808E+15, 2.007519E+15, 2.046919E+15, 2.087020E+15, 2.127831E+15, ]) # ============================ M = 35, I = 2 ============================ M = 35 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.467758E+02, 7.557659E+03, 2.134610E+04, 3.930722E+04, 6.110025E+04, 8.696068E+04, 1.173272E+05, 1.527224E+05, 1.937325E+05, 2.410101E+05, 2.952825E+05, 3.573608E+05, 4.281510E+05, 5.086652E+05, 6.000336E+05, 7.035172E+05, 8.205209E+05, 9.526074E+05, 1.101511E+06, 1.269156E+06, 1.457668E+06, 1.669396E+06, 1.906934E+06, 2.173133E+06, 2.471133E+06, 2.804382E+06, 3.176662E+06, 3.592121E+06, 4.055298E+06, 4.571160E+06, 5.145132E+06, 5.783142E+06, 6.491651E+06, 7.277705E+06, 8.148974E+06, 9.113804E+06, 1.018127E+07, 1.136123E+07, 1.266438E+07, 1.410233E+07, 1.568765E+07, 1.743396E+07, 1.935601E+07, 2.146974E+07, 2.379236E+07, 2.634248E+07, 2.914018E+07, 3.220710E+07, 3.556658E+07, 3.924372E+07, 4.326558E+07, 4.766123E+07, 5.246195E+07, 5.770131E+07, 6.341536E+07, 6.964280E+07, 7.642509E+07, 8.380670E+07, 9.183524E+07, 1.005617E+08, 1.100405E+08, 1.203301E+08, 1.314926E+08, 1.435948E+08, 1.567076E+08, 1.709068E+08, 1.862732E+08, 2.028931E+08, 2.208582E+08, 2.402663E+08, 2.612214E+08, 2.838342E+08, 3.082224E+08, 3.345112E+08, 3.628332E+08, 3.933298E+08, 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1.067652E+12, 1.110426E+12, 1.154749E+12, 1.200671E+12, 1.248244E+12, 1.297521E+12, 1.348556E+12, 1.401407E+12, 1.456129E+12, 1.512783E+12, 1.571430E+12, 1.632132E+12, 1.694953E+12, 1.759961E+12, 1.827222E+12, 1.896807E+12, 1.968788E+12, 2.043238E+12, 2.120233E+12, 2.199851E+12, 2.282172E+12, 2.367277E+12, 2.455252E+12, 2.546182E+12, 2.640157E+12, 2.737267E+12, 2.837606E+12, 2.941270E+12, 3.048358E+12, 3.158971E+12, 3.273212E+12, 3.391188E+12, 3.513008E+12, 3.638785E+12, 3.768632E+12, 3.902669E+12, 4.041015E+12, 4.183796E+12, 4.331136E+12, 4.483168E+12, 4.640025E+12, 4.801843E+12, 4.968764E+12, 5.140930E+12, 5.318490E+12, 5.501593E+12, 5.690397E+12, 5.885058E+12, 6.085739E+12, 6.292608E+12, 6.505834E+12, 6.725593E+12, 6.952063E+12, 7.185428E+12, 7.425875E+12, 7.673597E+12, 7.928790E+12, 8.191657E+12, 8.462403E+12, 8.741240E+12, 9.028384E+12, 9.324056E+12, 9.628484E+12, 9.941898E+12, 1.026454E+13, 1.059664E+13, 1.093846E+13, 1.129025E+13, 1.165227E+13, 1.202479E+13, 1.240807E+13, 1.280240E+13, 1.320806E+13, 1.362535E+13, 1.405455E+13, 1.449598E+13, 1.494995E+13, 1.541677E+13, 1.589677E+13, 1.639029E+13, 1.689766E+13, 1.741923E+13, 1.795536E+13, 1.850641E+13, 1.907275E+13, 1.965476E+13, 2.025284E+13, 2.086737E+13, 2.149876E+13, 2.214743E+13, 2.281379E+13, 2.349829E+13, 2.420136E+13, 2.492345E+13, 2.566502E+13, 2.642655E+13, 2.720851E+13, 2.801139E+13, 2.883570E+13, 2.968195E+13, 3.055065E+13, 3.144235E+13, 3.235758E+13, 3.329690E+13, 3.426089E+13, 3.525011E+13, 3.626516E+13, 3.730665E+13, 3.837519E+13, 3.947140E+13, 4.059594E+13, 4.174945E+13, 4.293260E+13, 4.414607E+13, 4.539056E+13, 4.666679E+13, 4.797546E+13, 4.931733E+13, 5.069314E+13, 5.210366E+13, 5.354967E+13, 5.503199E+13, 5.655141E+13, 5.810877E+13, 5.970493E+13, 6.134074E+13, 6.301708E+13, 6.473486E+13, 6.649499E+13, 6.829840E+13, 7.014605E+13, 7.203891E+13, 7.397797E+13, 7.596424E+13, 7.799874E+13, 8.008253E+13, 8.221667E+13, 8.440225E+13, 8.664039E+13, 8.893220E+13, 9.127885E+13, 9.368151E+13, 9.614137E+13, 9.865966E+13, 1.012376E+14, 1.038765E+14, 1.065776E+14, 1.093422E+14, 1.121717E+14, 1.150675E+14, 1.180308E+14, 1.210632E+14, 1.241661E+14, 1.273409E+14, 1.305891E+14, 1.339123E+14, 1.373120E+14, 1.407897E+14, 1.443471E+14, 1.479859E+14, 1.517076E+14, 1.555140E+14, 1.594068E+14, 1.633877E+14, 1.674586E+14, 1.716212E+14, 1.758774E+14, 1.802291E+14, 1.846783E+14, 1.892267E+14, 1.938766E+14, 1.986298E+14, 2.034884E+14, 2.084545E+14, 2.135303E+14, 2.187178E+14, 2.240194E+14, 2.294373E+14, 2.349737E+14, 2.406310E+14, 2.464115E+14, 2.523176E+14, 2.583518E+14, 2.645165E+14, 2.708143E+14, 2.772478E+14, 2.838196E+14, 2.905323E+14, 2.973886E+14, 3.043913E+14, 3.115433E+14, 3.188472E+14, 3.263061E+14, 3.339228E+14, 3.417004E+14, 3.496420E+14, 3.577505E+14, 3.660291E+14, 3.744811E+14, 3.831096E+14, 3.919181E+14, 4.009098E+14, 4.100881E+14, 4.194566E+14, 4.290187E+14, 4.387781E+14, 4.487383E+14, 4.589031E+14, 4.692763E+14, 4.798616E+14, 4.906629E+14, 5.016843E+14, 5.129296E+14, 5.244031E+14, 5.361088E+14, 5.480509E+14, 5.602337E+14, 5.726616E+14, 5.853389E+14, 5.982702E+14, 6.114600E+14, 6.249129E+14, 6.386337E+14, 6.526271E+14, 6.668979E+14, 6.814511E+14, 6.962917E+14, 7.114248E+14, 7.268554E+14, 7.425890E+14, 7.586308E+14, 7.749861E+14, 7.916605E+14, 8.086596E+14, 8.259891E+14, 8.436545E+14, 8.616619E+14, 8.800172E+14, 8.987262E+14, 9.177953E+14, 9.372304E+14, 9.570381E+14, 9.772246E+14, 9.977964E+14, 1.018760E+15, 1.040122E+15, 1.061890E+15, 1.084070E+15, 1.106670E+15, 1.129695E+15, 1.153154E+15, 1.177054E+15, 1.201403E+15, 1.226207E+15, 1.251475E+15, 1.277214E+15, 1.303432E+15, 1.330137E+15, 1.357338E+15, 1.385041E+15, 1.413257E+15, 1.441993E+15, 1.471257E+15, 1.501059E+15, 1.531408E+15, 1.562312E+15, 1.593780E+15, 1.625822E+15, 1.658447E+15, 1.691665E+15, 1.725485E+15, 1.759916E+15, 1.794970E+15, 1.830656E+15, 1.866984E+15, 1.903964E+15, 1.941607E+15, 1.979924E+15, 2.018926E+15, 2.058622E+15, 2.099026E+15, 2.140146E+15, 2.181997E+15, ]) # ============================ M = 36, I = 1 ============================ M = 36 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.869078E+00, 1.154952E+01, 2.200773E+01, 3.248753E+01, 4.297282E+01, 5.346052E+01, 6.394962E+01, 7.443971E+01, 8.493057E+01, 9.542208E+01, 1.059142E+02, 1.164068E+02, 1.268999E+02, 1.373936E+02, 1.478877E+02, 1.583822E+02, 1.688773E+02, 1.793727E+02, 1.898687E+02, 2.003650E+02, 2.108618E+02, 2.213590E+02, 2.318567E+02, 2.423549E+02, 2.528535E+02, 2.633526E+02, 2.738523E+02, 2.843525E+02, 2.948534E+02, 3.053551E+02, 3.158576E+02, 3.263611E+02, 3.368658E+02, 3.473719E+02, 3.578797E+02, 3.683893E+02, 3.789012E+02, 3.894158E+02, 3.999333E+02, 4.104544E+02, 4.209794E+02, 4.315089E+02, 4.420435E+02, 4.525838E+02, 4.631304E+02, 4.736841E+02, 4.842455E+02, 4.948153E+02, 5.053945E+02, 5.159837E+02, 5.265838E+02, 5.371956E+02, 5.478201E+02, 5.584580E+02, 5.691103E+02, 5.797779E+02, 5.904616E+02, 6.011624E+02, 6.118813E+02, 6.226191E+02, 6.333767E+02, 6.441551E+02, 6.549552E+02, 6.657779E+02, 6.766240E+02, 6.874946E+02, 6.983905E+02, 7.093125E+02, 7.202615E+02, 7.312384E+02, 7.422441E+02, 7.532792E+02, 7.643448E+02, 7.754415E+02, 7.865701E+02, 7.977315E+02, 8.089264E+02, 8.201554E+02, 8.314195E+02, 8.427192E+02, 8.540552E+02, 8.654283E+02, 8.768390E+02, 8.882882E+02, 8.997763E+02, 9.113040E+02, 9.228719E+02, 9.344806E+02, 9.461306E+02, 9.578226E+02, 9.695571E+02, 9.813345E+02, 9.931555E+02, 1.005020E+03, 1.016930E+03, 1.028885E+03, 1.040884E+03, 1.052930E+03, 1.065023E+03, 1.077162E+03, 1.089348E+03, 1.101582E+03, 1.113863E+03, 1.126194E+03, 1.138573E+03, 1.151001E+03, 1.163478E+03, 1.176005E+03, 1.188583E+03, 1.201211E+03, 1.213890E+03, 1.226620E+03, 1.239401E+03, 1.252234E+03, 1.265119E+03, 1.278056E+03, 1.291045E+03, 1.304088E+03, 1.317183E+03, 1.330332E+03, 1.343534E+03, 1.356790E+03, 1.370100E+03, 1.383464E+03, 1.396882E+03, 1.410355E+03, 1.423883E+03, 1.437466E+03, 1.451104E+03, 1.464797E+03, 1.478546E+03, 1.492351E+03, 1.506211E+03, 1.520128E+03, 1.534101E+03, 1.548130E+03, 1.562216E+03, 1.576359E+03, 1.590558E+03, 1.604814E+03, 1.619128E+03, 1.633499E+03, 1.647927E+03, 1.662412E+03, 1.676956E+03, 1.691557E+03, 1.706216E+03, 1.720933E+03, 1.735708E+03, 1.750541E+03, 1.765433E+03, 1.780383E+03, 1.795392E+03, 1.810459E+03, 1.825585E+03, 1.840770E+03, 1.856014E+03, 1.871317E+03, 1.886679E+03, 1.902100E+03, 1.917580E+03, 1.933120E+03, 1.948719E+03, 1.964378E+03, 1.980096E+03, 1.995874E+03, 2.011712E+03, 2.027609E+03, 2.043566E+03, 2.059584E+03, 2.075661E+03, 2.091798E+03, 2.107996E+03, 2.124253E+03, 2.140572E+03, 2.156950E+03, 2.173388E+03, 2.189887E+03, 2.206447E+03, 2.223067E+03, 2.239748E+03, 2.256489E+03, 2.273291E+03, 2.290154E+03, 2.307078E+03, 2.324062E+03, 2.341107E+03, 2.358214E+03, 2.375381E+03, 2.392609E+03, 2.409898E+03, 2.427249E+03, 2.444660E+03, 2.462133E+03, 2.479667E+03, 2.497262E+03, 2.514919E+03, 2.532637E+03, 2.550416E+03, 2.568257E+03, 2.586159E+03, 2.604122E+03, 2.622148E+03, 2.640234E+03, 2.658382E+03, 2.676592E+03, 2.694864E+03, 2.713197E+03, 2.731592E+03, 2.750048E+03, 2.768567E+03, 2.787147E+03, 2.805789E+03, 2.824492E+03, 2.843258E+03, 2.862086E+03, 2.880975E+03, 2.899927E+03, 2.918940E+03, 2.938015E+03, 2.957153E+03, 2.976352E+03, 2.995614E+03, 3.014938E+03, 3.034323E+03, 3.053771E+03, 3.073281E+03, 3.092853E+03, 3.112488E+03, 3.132184E+03, 3.151943E+03, 3.171765E+03, 3.191648E+03, 3.211594E+03, 3.231602E+03, 3.251672E+03, 3.271805E+03, 3.292000E+03, 3.312258E+03, 3.332577E+03, 3.352960E+03, 3.373405E+03, 3.393912E+03, 3.414482E+03, 3.435114E+03, 3.455809E+03, 3.476566E+03, 3.497386E+03, 3.518268E+03, 3.539213E+03, 3.560221E+03, 3.581291E+03, 3.602424E+03, 3.623619E+03, 3.644877E+03, 3.666198E+03, 3.687581E+03, 3.709027E+03, 3.730536E+03, 3.752108E+03, 3.773742E+03, 3.795439E+03, 3.817199E+03, 3.839021E+03, 3.860907E+03, 3.882855E+03, 3.904866E+03, 3.926940E+03, 3.949076E+03, 3.971276E+03, 3.993538E+03, 4.015863E+03, 4.038251E+03, 4.060702E+03, 4.083216E+03, 4.105793E+03, 4.128432E+03, 4.151135E+03, 4.173900E+03, 4.196729E+03, 4.219620E+03, 4.242575E+03, 4.265592E+03, 4.288673E+03, 4.311816E+03, 4.335023E+03, 4.358292E+03, 4.381625E+03, 4.405020E+03, 4.428479E+03, 4.452001E+03, 4.475585E+03, 4.499233E+03, 4.522944E+03, 4.546718E+03, 4.570555E+03, 4.594456E+03, 4.618419E+03, 4.642445E+03, 4.666535E+03, 4.690688E+03, 4.714904E+03, 4.739183E+03, 4.763525E+03, 4.787931E+03, 4.812400E+03, 4.836932E+03, 4.861527E+03, 4.886185E+03, 4.910907E+03, 4.935692E+03, 4.960540E+03, 4.985451E+03, 5.010426E+03, 5.035464E+03, 5.060565E+03, 5.085730E+03, 5.110957E+03, 5.136248E+03, 5.161603E+03, 5.187020E+03, 5.212501E+03, 5.238046E+03, 5.263653E+03, 5.289324E+03, 5.315059E+03, 5.340856E+03, 5.366717E+03, 5.392642E+03, 5.418630E+03, 5.444681E+03, 5.470795E+03, 5.496973E+03, 5.523215E+03, 5.549520E+03, 5.575888E+03, 5.602319E+03, 5.628815E+03, 5.655373E+03, 5.681995E+03, 5.708681E+03, 5.735429E+03, 5.762242E+03, 5.789118E+03, 5.816057E+03, 5.843060E+03, 5.870126E+03, 5.897256E+03, 5.924449E+03, 5.951706E+03, 5.979026E+03, 6.006410E+03, 6.033857E+03, 6.061368E+03, 6.088942E+03, 6.116580E+03, 6.144282E+03, 6.172047E+03, 6.199875E+03, 6.227767E+03, 6.255723E+03, 6.283743E+03, 6.311825E+03, 6.339972E+03, 6.368182E+03, 6.396456E+03, 6.424793E+03, 6.453194E+03, 6.481658E+03, 6.510186E+03, 6.538778E+03, 6.567434E+03, 6.596153E+03, 6.624935E+03, 6.653782E+03, 6.682692E+03, 6.711666E+03, 6.740703E+03, 6.769804E+03, 6.798969E+03, 6.828197E+03, 6.857489E+03, 6.886845E+03, 6.916264E+03, 6.945748E+03, 6.975294E+03, 7.004905E+03, 7.034579E+03, 7.064317E+03, 7.094119E+03, 7.123985E+03, 7.153914E+03, 7.183907E+03, 7.213964E+03, 7.244084E+03, 7.274269E+03, 7.304516E+03, 7.334828E+03, 7.365204E+03, 7.395643E+03, 7.426146E+03, 7.456713E+03, 7.487344E+03, 7.518039E+03, 7.548797E+03, 7.579619E+03, 7.610505E+03, 7.641455E+03, 7.672469E+03, 7.703546E+03, 7.734688E+03, 7.765893E+03, 7.797162E+03, 7.828495E+03, 7.859891E+03, 7.891352E+03, 7.922876E+03, 7.954465E+03, 7.986117E+03, 8.017833E+03, 8.049613E+03, 8.081457E+03, 8.113364E+03, 8.145336E+03, 8.177372E+03, 8.209471E+03, 8.241634E+03, 8.273862E+03, 8.306153E+03, 8.338508E+03, 8.370927E+03, 8.403410E+03, 8.435957E+03, 8.468568E+03, 8.501243E+03, 8.533981E+03, 8.566784E+03, 8.599651E+03, 8.632582E+03, 8.665576E+03, 8.698635E+03, 8.731757E+03, 8.764944E+03, 8.798194E+03, 8.831509E+03, 8.864888E+03, 8.898330E+03, 8.931837E+03, 8.965407E+03, 8.999042E+03, 9.032741E+03, 9.066504E+03, 9.100330E+03, 9.134221E+03, 9.168176E+03, 9.202195E+03, 9.236277E+03, 9.270424E+03, 9.304635E+03, 9.338910E+03, 9.373250E+03, 9.407653E+03, 9.442120E+03, 9.476651E+03, 9.511247E+03, 9.545906E+03, 9.580630E+03, 9.615418E+03, 9.650270E+03, 9.685185E+03, 9.720166E+03, 9.755210E+03, 9.790318E+03, 9.825490E+03, 9.860727E+03, 9.896028E+03, 9.931392E+03, 9.966821E+03, 1.000231E+04, 1.003787E+04, 1.007349E+04, 1.010918E+04, 1.014493E+04, 1.018074E+04, 1.021662E+04, 1.025256E+04, 1.028857E+04, 1.032464E+04, 1.036077E+04, 1.039697E+04, 1.043324E+04, 1.046956E+04, 1.050596E+04, 1.054241E+04, 1.057893E+04, 1.061552E+04, 1.065216E+04, 1.068888E+04, 1.072565E+04, 1.076250E+04, 1.079940E+04, ]) # ============================ M = 37, I = 1 ============================ M = 37 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 5.784289E+00, 1.684563E+02, 4.726099E+02, 8.660056E+02, 1.331722E+03, 1.859964E+03, 2.444124E+03, 3.079357E+03, 3.761936E+03, 4.488929E+03, 5.258026E+03, 6.067449E+03, 6.915888E+03, 7.802448E+03, 8.726597E+03, 9.688118E+03, 1.068706E+04, 1.172368E+04, 1.279845E+04, 1.391196E+04, 1.506495E+04, 1.625825E+04, 1.749278E+04, 1.876952E+04, 2.008953E+04, 2.145390E+04, 2.286377E+04, 2.432032E+04, 2.582477E+04, 2.737833E+04, 2.898228E+04, 3.063790E+04, 3.234647E+04, 3.410932E+04, 3.592777E+04, 3.780317E+04, 3.973686E+04, 4.173022E+04, 4.378461E+04, 4.590143E+04, 4.808207E+04, 5.032792E+04, 5.264041E+04, 5.502095E+04, 5.747096E+04, 5.999190E+04, 6.258519E+04, 6.525229E+04, 6.799468E+04, 7.081380E+04, 7.371115E+04, 7.668822E+04, 7.974649E+04, 8.288749E+04, 8.611272E+04, 8.942371E+04, 9.282200E+04, 9.630915E+04, 9.988670E+04, 1.035562E+05, 1.073193E+05, 1.111776E+05, 1.151326E+05, 1.191860E+05, 1.233394E+05, 1.275945E+05, 1.319529E+05, 1.364163E+05, 1.409863E+05, 1.456648E+05, 1.504533E+05, 1.553537E+05, 1.603676E+05, 1.654969E+05, 1.707432E+05, 1.761085E+05, 1.815944E+05, 1.872029E+05, 1.929357E+05, 1.987948E+05, 2.047819E+05, 2.108990E+05, 2.171480E+05, 2.235308E+05, 2.300493E+05, 2.367055E+05, 2.435015E+05, 2.504391E+05, 2.575203E+05, 2.647473E+05, 2.721220E+05, 2.796466E+05, 2.873231E+05, 2.951535E+05, 3.031401E+05, 3.112850E+05, 3.195903E+05, 3.280582E+05, 3.366909E+05, 3.454907E+05, 3.544596E+05, 3.636001E+05, 3.729144E+05, 3.824047E+05, 3.920734E+05, 4.019229E+05, 4.119554E+05, 4.221734E+05, 4.325792E+05, 4.431752E+05, 4.539640E+05, 4.649478E+05, 4.761293E+05, 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2.800666E+07, 2.827248E+07, 2.854029E+07, 2.881008E+07, 2.908188E+07, 2.935569E+07, 2.963152E+07, 2.990938E+07, 3.018929E+07, 3.047125E+07, 3.075528E+07, 3.104139E+07, 3.132959E+07, 3.161988E+07, 3.191229E+07, 3.220682E+07, 3.250348E+07, 3.280228E+07, 3.310324E+07, 3.340637E+07, 3.371168E+07, 3.401918E+07, 3.432888E+07, 3.464079E+07, 3.495493E+07, 3.527130E+07, 3.558992E+07, 3.591080E+07, 3.623395E+07, 3.655938E+07, 3.688711E+07, 3.721715E+07, 3.754950E+07, 3.788419E+07, 3.822121E+07, 3.856059E+07, 3.890234E+07, 3.924647E+07, 3.959298E+07, 3.994190E+07, 4.029323E+07, 4.064699E+07, 4.100319E+07, 4.136184E+07, 4.172295E+07, 4.208654E+07, 4.245262E+07, 4.282120E+07, 4.319229E+07, 4.356591E+07, 4.394207E+07, 4.432078E+07, 4.470205E+07, 4.508590E+07, 4.547234E+07, 4.586138E+07, 4.625303E+07, 4.664732E+07, 4.704424E+07, 4.744382E+07, 4.784606E+07, 4.825098E+07, 4.865860E+07, 4.906892E+07, 4.948196E+07, 4.989773E+07, 5.031625E+07, 5.073753E+07, 5.116157E+07, 5.158841E+07, 5.201804E+07, 5.245048E+07, 5.288575E+07, 5.332386E+07, 5.376482E+07, 5.420864E+07, 5.465535E+07, 5.510495E+07, 5.555745E+07, 5.601288E+07, 5.647124E+07, 5.693255E+07, 5.739682E+07, 5.786407E+07, 5.833431E+07, 5.880755E+07, 5.928381E+07, 5.976311E+07, 6.024545E+07, 6.073085E+07, 6.121932E+07, 6.171089E+07, 6.220556E+07, 6.270334E+07, 6.320426E+07, 6.370832E+07, 6.421555E+07, 6.472595E+07, 6.523954E+07, 6.575634E+07, 6.627636E+07, 6.679960E+07, 6.732610E+07, 6.785587E+07, ]) # ============================ M = 37, I = 2 ============================ M = 37 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 5.739145E+00, 1.677925E+02, 4.707648E+02, 8.626350E+02, 1.326546E+03, 1.852742E+03, 2.434640E+03, 3.067414E+03, 3.747351E+03, 4.471532E+03, 5.237659E+03, 6.043965E+03, 6.889148E+03, 7.772324E+03, 8.692968E+03, 9.650869E+03, 1.064608E+04, 1.167887E+04, 1.274971E+04, 1.385919E+04, 1.500805E+04, 1.619713E+04, 1.742733E+04, 1.869966E+04, 2.001515E+04, 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2.372779E+07, 2.396108E+07, 2.419616E+07, 2.443306E+07, 2.467177E+07, 2.491231E+07, 2.515469E+07, 2.539892E+07, 2.564500E+07, 2.589296E+07, 2.614280E+07, 2.639453E+07, 2.664816E+07, 2.690370E+07, 2.716116E+07, 2.742056E+07, 2.768190E+07, 2.794519E+07, 2.821045E+07, 2.847768E+07, 2.874690E+07, 2.901811E+07, 2.929134E+07, 2.956658E+07, 2.984384E+07, 3.012316E+07, 3.040452E+07, 3.068794E+07, 3.097343E+07, 3.126101E+07, 3.155069E+07, 3.184247E+07, 3.213637E+07, 3.243240E+07, 3.273056E+07, 3.303088E+07, 3.333336E+07, 3.363802E+07, 3.394486E+07, 3.425390E+07, 3.456515E+07, 3.487861E+07, 3.519431E+07, 3.551225E+07, 3.583245E+07, 3.615491E+07, 3.647965E+07, 3.680668E+07, 3.713601E+07, 3.746766E+07, 3.780163E+07, 3.813794E+07, 3.847660E+07, 3.881762E+07, 3.916101E+07, 3.950678E+07, 3.985496E+07, 4.020554E+07, 4.055855E+07, 4.091399E+07, 4.127188E+07, 4.163222E+07, 4.199504E+07, 4.236034E+07, 4.272814E+07, 4.309844E+07, 4.347127E+07, 4.384662E+07, 4.422453E+07, 4.460499E+07, 4.498802E+07, 4.537364E+07, 4.576186E+07, 4.615268E+07, 4.654612E+07, 4.694220E+07, 4.734093E+07, 4.774232E+07, 4.814639E+07, 4.855314E+07, 4.896259E+07, 4.937475E+07, 4.978964E+07, 5.020727E+07, 5.062766E+07, 5.105080E+07, 5.147673E+07, 5.190545E+07, 5.233698E+07, 5.277132E+07, 5.320850E+07, 5.364853E+07, 5.409142E+07, 5.453718E+07, 5.498582E+07, 5.543737E+07, 5.589183E+07, 5.634922E+07, 5.680956E+07, 5.727284E+07, 5.773910E+07, 5.820835E+07, 5.868059E+07, 5.915584E+07, 5.963412E+07, 6.011544E+07, 6.059982E+07, 6.108726E+07, 6.157778E+07, 6.207141E+07, 6.256814E+07, 6.306800E+07, 6.357100E+07, 6.407715E+07, 6.458648E+07, 6.509898E+07, 6.561469E+07, 6.613360E+07, 6.665575E+07, 6.718114E+07, 6.770978E+07, ]) # ============================ M = 38, I = 1 ============================ M = 38 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.963691E+00, 6.736591E+01, 1.867553E+02, 3.408689E+02, 5.231584E+02, 7.298228E+02, 9.582941E+02, 1.206685E+03, 1.473535E+03, 1.757669E+03, 2.058126E+03, 2.374106E+03, 2.704959E+03, 3.050167E+03, 3.409350E+03, 3.782271E+03, 4.168834E+03, 4.569100E+03, 4.983273E+03, 5.411712E+03, 5.854923E+03, 6.313551E+03, 6.788382E+03, 7.280324E+03, 7.790412E+03, 8.319798E+03, 8.869740E+03, 9.441608E+03, 1.003687E+04, 1.065708E+04, 1.130392E+04, 1.197914E+04, 1.268458E+04, 1.342220E+04, 1.419405E+04, 1.500225E+04, 1.584908E+04, 1.673686E+04, 1.766806E+04, 1.864527E+04, 1.967116E+04, 2.074856E+04, 2.188041E+04, 2.306981E+04, 2.431997E+04, 2.563429E+04, 2.701629E+04, 2.846968E+04, 2.999833E+04, 3.160631E+04, 3.329789E+04, 3.507749E+04, 3.694982E+04, 3.891973E+04, 4.099236E+04, 4.317308E+04, 4.546751E+04, 4.788154E+04, 5.042135E+04, 5.309339E+04, 5.590445E+04, 5.886161E+04, 6.197232E+04, 6.524435E+04, 6.868587E+04, 7.230542E+04, 7.611192E+04, 8.011476E+04, 8.432372E+04, 8.874908E+04, 9.340159E+04, 9.829248E+04, 1.034335E+05, 1.088371E+05, 1.145159E+05, 1.204836E+05, 1.267543E+05, 1.333427E+05, 1.402642E+05, 1.475350E+05, 1.551718E+05, 1.631925E+05, 1.716153E+05, 1.804597E+05, 1.897456E+05, 1.994942E+05, 2.097274E+05, 2.204682E+05, 2.317406E+05, 2.435698E+05, 2.559816E+05, 2.690037E+05, 2.826644E+05, 2.969936E+05, 3.120222E+05, 3.277828E+05, 3.443093E+05, 3.616368E+05, 3.798022E+05, 3.988441E+05, 4.188023E+05, 4.397189E+05, 4.616372E+05, 4.846027E+05, 5.086629E+05, 5.338669E+05, 5.602663E+05, 5.879148E+05, 6.168682E+05, 6.471846E+05, 6.789246E+05, 7.121515E+05, 7.469308E+05, 7.833312E+05, 8.214235E+05, 8.612826E+05, 9.029851E+05, 9.466119E+05, 9.922463E+05, 1.039975E+06, 1.089890E+06, 1.142084E+06, 1.196655E+06, 1.253705E+06, 1.313341E+06, 1.375673E+06, 1.440814E+06, 1.508884E+06, 1.580008E+06, 1.654313E+06, 1.731933E+06, 1.813008E+06, 1.897680E+06, 1.986101E+06, 2.078426E+06, 2.174817E+06, 2.275442E+06, 2.380474E+06, 2.490096E+06, 2.604495E+06, 2.723866E+06, 2.848412E+06, 2.978343E+06, 3.113877E+06, 3.255240E+06, 3.402667E+06, 3.556401E+06, 3.716696E+06, 3.883812E+06, 4.058022E+06, 4.239607E+06, 4.428860E+06, 4.626082E+06, 4.831588E+06, 5.045703E+06, 5.268764E+06, 5.501120E+06, 5.743133E+06, 5.995179E+06, 6.257644E+06, 6.530932E+06, 6.815460E+06, 7.111659E+06, 7.419976E+06, 7.740873E+06, 8.074828E+06, 8.422342E+06, 8.783921E+06, 9.160101E+06, 9.551429E+06, 9.958478E+06, 1.038183E+07, 1.082210E+07, 1.127992E+07, 1.175593E+07, 1.225082E+07, 1.276528E+07, 1.330002E+07, 1.385580E+07, 1.443338E+07, 1.503357E+07, 1.565719E+07, 1.630508E+07, 1.697812E+07, 1.767724E+07, 1.840336E+07, 1.915745E+07, 1.994053E+07, 2.075362E+07, 2.159780E+07, 2.247417E+07, 2.338387E+07, 2.432809E+07, 2.530804E+07, 2.632497E+07, 2.738019E+07, 2.847504E+07, 2.961089E+07, 3.078919E+07, 3.201138E+07, 3.327902E+07, 3.459365E+07, 3.595690E+07, 3.737044E+07, 3.883598E+07, 4.035533E+07, 4.193030E+07, 4.356277E+07, 4.525472E+07, 4.700815E+07, 4.882512E+07, 5.070779E+07, 5.265835E+07, 5.467908E+07, 5.677231E+07, 5.894048E+07, 6.118605E+07, 6.351161E+07, 6.591979E+07, 6.841331E+07, 7.099498E+07, 7.366772E+07, 7.643445E+07, 7.929827E+07, 8.226235E+07, 8.532995E+07, 8.850439E+07, 9.178913E+07, 9.518773E+07, 9.870388E+07, 1.023413E+08, 1.061039E+08, 1.099956E+08, 1.140207E+08, 1.181832E+08, 1.224876E+08, 1.269383E+08, 1.315400E+08, 1.362973E+08, 1.412153E+08, 1.462988E+08, 1.515531E+08, 1.569834E+08, 1.625953E+08, 1.683944E+08, 1.743864E+08, 1.805773E+08, 1.869732E+08, 1.935804E+08, 2.004054E+08, 2.074548E+08, 2.147354E+08, 2.222542E+08, 2.300186E+08, 2.380359E+08, 2.463136E+08, 2.548598E+08, 2.636824E+08, 2.727897E+08, 2.821902E+08, 2.918926E+08, 3.019060E+08, 3.122395E+08, 3.229027E+08, 3.339051E+08, 3.452569E+08, 3.569684E+08, 3.690500E+08, 3.815125E+08, 3.943671E+08, 4.076253E+08, 4.212986E+08, 4.353993E+08, 4.499395E+08, 4.649320E+08, 4.803898E+08, 4.963263E+08, 5.127552E+08, 5.296904E+08, 5.471466E+08, 5.651384E+08, 5.836812E+08, 6.027904E+08, 6.224823E+08, 6.427729E+08, 6.636795E+08, 6.852190E+08, 7.074094E+08, 7.302686E+08, 7.538156E+08, 7.780692E+08, 8.030492E+08, 8.287756E+08, 8.552692E+08, 8.825510E+08, 9.106426E+08, 9.395664E+08, 9.693450E+08, 1.000002E+09, 1.031561E+09, 1.064047E+09, 1.097485E+09, 1.131901E+09, 1.167320E+09, 1.203771E+09, 1.241281E+09, 1.279878E+09, 1.319592E+09, 1.360452E+09, 1.402489E+09, 1.445734E+09, 1.490220E+09, 1.535978E+09, 1.583044E+09, 1.631451E+09, 1.681235E+09, 1.732431E+09, 1.785078E+09, 1.839212E+09, 1.894873E+09, 1.952100E+09, 2.010935E+09, 2.071419E+09, 2.133594E+09, 2.197505E+09, 2.263195E+09, 2.330711E+09, 2.400100E+09, 2.471410E+09, 2.544689E+09, 2.619988E+09, 2.697359E+09, 2.776854E+09, 2.858527E+09, 2.942433E+09, 3.028628E+09, 3.117171E+09, 3.208120E+09, 3.301534E+09, 3.397478E+09, 3.496013E+09, 3.597204E+09, 3.701117E+09, 3.807820E+09, 3.917382E+09, 4.029875E+09, 4.145368E+09, 4.263938E+09, 4.385660E+09, 4.510611E+09, 4.638870E+09, 4.770519E+09, 4.905638E+09, 5.044315E+09, 5.186633E+09, 5.332682E+09, 5.482554E+09, 5.636337E+09, 5.794130E+09, 5.956027E+09, 6.122125E+09, 6.292529E+09, 6.467337E+09, 6.646659E+09, 6.830600E+09, 7.019269E+09, 7.212779E+09, 7.411246E+09, 7.614785E+09, 7.823518E+09, 8.037564E+09, 8.257051E+09, 8.482106E+09, 8.712858E+09, 8.949441E+09, 9.191992E+09, 9.440647E+09, 9.695552E+09, 9.956848E+09, 1.022469E+10, 1.049921E+10, 1.078059E+10, 1.106897E+10, 1.136451E+10, 1.166738E+10, 1.197774E+10, 1.229578E+10, 1.262166E+10, 1.295555E+10, 1.329765E+10, 1.364814E+10, 1.400721E+10, 1.437505E+10, 1.475186E+10, 1.513784E+10, 1.553320E+10, 1.593815E+10, 1.635290E+10, 1.677767E+10, 1.721269E+10, 1.765818E+10, 1.811437E+10, 1.858151E+10, 1.905984E+10, 1.954959E+10, 2.005103E+10, 2.056441E+10, 2.109000E+10, 2.162805E+10, 2.217886E+10, 2.274268E+10, 2.331981E+10, 2.391054E+10, 2.451516E+10, 2.513398E+10, 2.576729E+10, 2.641542E+10, 2.707868E+10, 2.775741E+10, 2.845192E+10, 2.916257E+10, 2.988969E+10, 3.063365E+10, 3.139480E+10, 3.217350E+10, 3.297012E+10, 3.378506E+10, 3.461869E+10, 3.547142E+10, 3.634365E+10, 3.723578E+10, 3.814824E+10, 3.908146E+10, 4.003586E+10, 4.101190E+10, 4.201001E+10, 4.303068E+10, 4.407437E+10, 4.514156E+10, 4.623272E+10, 4.734835E+10, 4.848899E+10, 4.965513E+10, 5.084728E+10, 5.206600E+10, 5.331184E+10, 5.458533E+10, 5.588707E+10, 5.721761E+10, 5.857756E+10, 5.996749E+10, 6.138803E+10, 6.283982E+10, 6.432344E+10, 6.583959E+10, 6.738890E+10, 6.897204E+10, 7.058969E+10, 7.224256E+10, 7.393133E+10, 7.565674E+10, 7.741952E+10, 7.922041E+10, 8.106018E+10, 8.293960E+10, 8.485943E+10, 8.682054E+10, 8.882366E+10, 9.086968E+10, 9.295944E+10, 9.509379E+10, 9.727361E+10, 9.949979E+10, 1.017733E+11, 1.040949E+11, 1.064657E+11, 1.088866E+11, 1.113586E+11, 1.138827E+11, 1.164598E+11, 1.190911E+11, 1.217775E+11, 1.245201E+11, 1.273200E+11, 1.301784E+11, 1.330963E+11, 1.360749E+11, 1.391153E+11, 1.422188E+11, 1.453865E+11, 1.486196E+11, 1.519195E+11, 1.552874E+11, 1.587244E+11, 1.622321E+11, 1.658118E+11, 1.694646E+11, 1.731922E+11, 1.769958E+11, 1.808769E+11, 1.848370E+11, ]) # ============================ M = 38, I = 2 ============================ M = 38 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.204473E+01, 2.755269E+02, 7.641572E+02, 1.394949E+03, 2.141086E+03, 2.987010E+03, 3.922203E+03, 4.938940E+03, 6.031241E+03, 7.194298E+03, 8.424172E+03, 9.717601E+03, 1.107192E+04, 1.248501E+04, 1.395534E+04, 1.548195E+04, 1.706448E+04, 1.870319E+04, 2.039896E+04, 2.215331E+04, 2.396834E+04, 2.584675E+04, 2.779178E+04, 2.980725E+04, 3.189744E+04, 3.406712E+04, 3.632154E+04, 3.866633E+04, 4.110761E+04, 4.365186E+04, 4.630596E+04, 4.907720E+04, 5.197326E+04, 5.500221E+04, 5.817250E+04, 6.149306E+04, 6.497317E+04, 6.862256E+04, 7.245148E+04, 7.647056E+04, 8.069099E+04, 8.512444E+04, 8.978318E+04, 9.467999E+04, 9.982826E+04, 1.052420E+05, 1.109360E+05, 1.169255E+05, 1.232268E+05, 1.298565E+05, 1.368326E+05, 1.441734E+05, 1.518983E+05, 1.600278E+05, 1.685830E+05, 1.775864E+05, 1.870612E+05, 1.970322E+05, 2.075249E+05, 2.185661E+05, 2.301843E+05, 2.424088E+05, 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1.146942E+11, 1.175718E+11, 1.205164E+11, 1.235296E+11, 1.266126E+11, 1.297671E+11, 1.329945E+11, 1.362964E+11, 1.396745E+11, 1.431302E+11, 1.466653E+11, 1.502814E+11, 1.539803E+11, 1.577637E+11, 1.616334E+11, 1.655912E+11, 1.696389E+11, 1.737785E+11, 1.780118E+11, 1.823408E+11, 1.867676E+11, 1.912941E+11, 1.959224E+11, 2.006546E+11, 2.054930E+11, 2.104396E+11, 2.154967E+11, 2.206665E+11, 2.259515E+11, 2.313540E+11, 2.368763E+11, 2.425210E+11, 2.482905E+11, 2.541874E+11, 2.602142E+11, 2.663737E+11, 2.726684E+11, 2.791012E+11, 2.856748E+11, 2.923921E+11, 2.992560E+11, 3.062694E+11, 3.134354E+11, 3.207568E+11, 3.282371E+11, 3.358791E+11, 3.436864E+11, 3.516619E+11, 3.598092E+11, 3.681317E+11, 3.766328E+11, 3.853160E+11, 3.941850E+11, 4.032434E+11, 4.124951E+11, 4.219435E+11, 4.315929E+11, 4.414470E+11, 4.515098E+11, 4.617854E+11, 4.722781E+11, 4.829920E+11, 4.939314E+11, 5.051006E+11, 5.165043E+11, 5.281468E+11, 5.400327E+11, 5.521668E+11, 5.645540E+11, 5.771989E+11, 5.901067E+11, 6.032822E+11, 6.167306E+11, 6.304572E+11, 6.444671E+11, 6.587661E+11, 6.733593E+11, 6.882523E+11, 7.034511E+11, 7.189612E+11, 7.347886E+11, 7.509392E+11, 7.674192E+11, 7.842347E+11, ]) # ============================ M = 38, I = 3 ============================ M = 38 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.114268E+01, 4.891945E+02, 1.359006E+03, 2.482188E+03, 3.810913E+03, 5.317436E+03, 6.983010E+03, 8.793873E+03, 1.073937E+04, 1.281101E+04, 1.500189E+04, 1.730653E+04, 1.972068E+04, 2.224137E+04, 2.486692E+04, 2.759693E+04, 3.043234E+04, 3.337536E+04, 3.642946E+04, 3.959937E+04, 4.289092E+04, 4.631107E+04, 4.986781E+04, 5.357009E+04, 5.742779E+04, 6.145169E+04, 6.565340E+04, 7.004536E+04, 7.464082E+04, 7.945387E+04, 8.449934E+04, 8.979294E+04, 9.535118E+04, 1.011915E+05, 1.073321E+05, 1.137921E+05, 1.205919E+05, 1.277525E+05, 1.352963E+05, 1.432464E+05, 1.516275E+05, 1.604654E+05, 1.697870E+05, 1.796209E+05, 1.899967E+05, 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2.257708E+11, 2.316997E+11, 2.377731E+11, 2.439942E+11, 2.503664E+11, 2.568930E+11, 2.635775E+11, 2.704234E+11, 2.774343E+11, 2.846139E+11, 2.919659E+11, 2.994942E+11, 3.072024E+11, 3.150950E+11, 3.231756E+11, 3.314485E+11, 3.399179E+11, 3.485882E+11, 3.574636E+11, 3.665487E+11, 3.758481E+11, 3.853664E+11, 3.951084E+11, 4.050789E+11, 4.152828E+11, 4.257252E+11, 4.364113E+11, 4.473462E+11, 4.585353E+11, 4.699842E+11, 4.816982E+11, 4.936831E+11, 5.059447E+11, 5.184888E+11, 5.313215E+11, 5.444489E+11, 5.578772E+11, 5.716126E+11, 5.856620E+11, 6.000317E+11, 6.147284E+11, 6.297592E+11, 6.451308E+11, 6.608505E+11, 6.769258E+11, 6.933635E+11, 7.101717E+11, 7.273579E+11, 7.449300E+11, 7.628957E+11, 7.812636E+11, 8.000416E+11, 8.192384E+11, 8.388624E+11, 8.589225E+11, 8.794277E+11, 9.003867E+11, 9.218096E+11, 9.437048E+11, 9.660826E+11, 9.889528E+11, 1.012325E+12, 1.036210E+12, 1.060617E+12, 1.085558E+12, 1.111043E+12, 1.137082E+12, 1.163688E+12, 1.190872E+12, 1.218644E+12, 1.247017E+12, 1.276003E+12, 1.305613E+12, 1.335862E+12, 1.366760E+12, 1.398321E+12, 1.430558E+12, 1.463484E+12, 1.497114E+12, 1.531460E+12, 1.566536E+12, 1.602359E+12, 1.638941E+12, 1.676297E+12, 1.714443E+12, 1.753395E+12, 1.793168E+12, 1.833776E+12, 1.875238E+12, 1.917570E+12, 1.960788E+12, 2.004909E+12, 2.049951E+12, 2.095931E+12, 2.142868E+12, 2.190780E+12, 2.239686E+12, 2.289604E+12, 2.340554E+12, 2.392555E+12, 2.445628E+12, ]) # ============================ M = 39, I = 1 ============================ M = 39 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.441131E+01, 3.235284E+02, 8.984790E+02, 1.640816E+03, 2.519099E+03, 3.516041E+03, 4.622387E+03, 5.834651E+03, 7.153280E+03, 8.581090E+03, 1.012213E+04, 1.178097E+04, 1.356235E+04, 1.547099E+04, 1.751152E+04, 1.968853E+04, 2.200663E+04, 2.447051E+04, 2.708505E+04, 2.985541E+04, 3.278710E+04, 3.588608E+04, 3.915886E+04, 4.261249E+04, 4.625468E+04, 5.009383E+04, 5.413910E+04, 5.840038E+04, 6.288840E+04, 6.761470E+04, 7.259169E+04, 7.783268E+04, 8.335188E+04, 8.916442E+04, 9.528645E+04, 1.017351E+05, 1.085284E+05, 1.156857E+05, 1.232273E+05, 1.311745E+05, 1.395501E+05, 1.483778E+05, 1.576827E+05, 1.674915E+05, 1.778317E+05, 1.887329E+05, 2.002256E+05, 2.123424E+05, 2.251171E+05, 2.385855E+05, 2.527851E+05, 2.677553E+05, 2.835375E+05, 3.001751E+05, 3.177137E+05, 3.362011E+05, 3.556874E+05, 3.762253E+05, 3.978700E+05, 4.206796E+05, 4.447146E+05, 4.700388E+05, 4.967191E+05, 5.248252E+05, 5.544306E+05, 5.856125E+05, 6.184511E+05, 6.530309E+05, 6.894406E+05, 7.277727E+05, 7.681243E+05, 8.105970E+05, 8.552972E+05, 9.023363E+05, 9.518312E+05, 1.003904E+06, 1.058682E+06, 1.116299E+06, 1.176895E+06, 1.240617E+06, 1.307617E+06, 1.378056E+06, 1.452101E+06, 1.529927E+06, 1.611717E+06, 1.697662E+06, 1.787962E+06, 1.882827E+06, 1.982474E+06, 2.087132E+06, 2.197038E+06, 2.312441E+06, 2.433602E+06, 2.560791E+06, 2.694291E+06, 2.834400E+06, 2.981424E+06, 3.135686E+06, 3.297522E+06, 3.467282E+06, 3.645333E+06, 3.832055E+06, 4.027847E+06, 4.233123E+06, 4.448315E+06, 4.673877E+06, 4.910275E+06, 5.158002E+06, 5.417566E+06, 5.689501E+06, 5.974360E+06, 6.272721E+06, 6.585184E+06, 6.912376E+06, 7.254949E+06, 7.613582E+06, 7.988983E+06, 8.381886E+06, 8.793056E+06, 9.223292E+06, 9.673422E+06, 1.014431E+07, 1.063685E+07, 1.115198E+07, 1.169066E+07, 1.225392E+07, 1.284279E+07, 1.345837E+07, 1.410180E+07, 1.477424E+07, 1.547694E+07, 1.621116E+07, 1.697822E+07, 1.777950E+07, 1.861642E+07, 1.949048E+07, 2.040321E+07, 2.135621E+07, 2.235114E+07, 2.338972E+07, 2.447376E+07, 2.560509E+07, 2.678566E+07, 2.801746E+07, 2.930257E+07, 3.064315E+07, 3.204143E+07, 3.349972E+07, 3.502043E+07, 3.660607E+07, 3.825920E+07, 3.998253E+07, 4.177880E+07, 4.365092E+07, 4.560188E+07, 4.763476E+07, 4.975276E+07, 5.195922E+07, 5.425760E+07, 5.665143E+07, 5.914442E+07, 6.174040E+07, 6.444334E+07, 6.725733E+07, 7.018663E+07, 7.323563E+07, 7.640892E+07, 7.971117E+07, 8.314726E+07, 8.672228E+07, 9.044145E+07, 9.431014E+07, 9.833398E+07, 1.025188E+08, 1.068705E+08, 1.113953E+08, 1.160996E+08, 1.209900E+08, 1.260735E+08, 1.313570E+08, 1.368479E+08, 1.425538E+08, 1.484825E+08, 1.546420E+08, 1.610408E+08, 1.676874E+08, 1.745909E+08, 1.817603E+08, 1.892052E+08, 1.969355E+08, 2.049614E+08, 2.132932E+08, 2.219420E+08, 2.309187E+08, 2.402351E+08, 2.499030E+08, 2.599348E+08, 2.703430E+08, 2.811411E+08, 2.923423E+08, 3.039607E+08, 3.160108E+08, 3.285073E+08, 3.414657E+08, 3.549018E+08, 3.688320E+08, 3.832730E+08, 3.982423E+08, 4.137578E+08, 4.298381E+08, 4.465020E+08, 4.637694E+08, 4.816604E+08, 5.001960E+08, 5.193977E+08, 5.392876E+08, 5.598887E+08, 5.812246E+08, 6.033195E+08, 6.261983E+08, 6.498871E+08, 6.744124E+08, 6.998012E+08, 7.260821E+08, 7.532842E+08, 7.814371E+08, 8.105717E+08, 8.407198E+08, 8.719139E+08, 9.041880E+08, 9.375761E+08, 9.721144E+08, 1.007839E+09, 1.044789E+09, 1.083002E+09, 1.122518E+09, 1.163378E+09, 1.205626E+09, 1.249304E+09, 1.294457E+09, 1.341132E+09, 1.389375E+09, 1.439237E+09, 1.490766E+09, 1.544015E+09, 1.599037E+09, 1.655886E+09, 1.714618E+09, 1.775292E+09, 1.837967E+09, 1.902703E+09, 1.969564E+09, 2.038614E+09, 2.109920E+09, 2.183549E+09, 2.259571E+09, 2.338059E+09, 2.419086E+09, 2.502729E+09, 2.589066E+09, 2.678177E+09, 2.770144E+09, 2.865053E+09, 2.962989E+09, 3.064043E+09, 3.168306E+09, 3.275874E+09, 3.386840E+09, 3.501307E+09, 3.619376E+09, 3.741151E+09, 3.866740E+09, 3.996254E+09, 4.129807E+09, 4.267514E+09, 4.409495E+09, 4.555873E+09, 4.706774E+09, 4.862325E+09, 5.022662E+09, 5.187918E+09, 5.358235E+09, 5.533755E+09, 5.714625E+09, 5.900996E+09, 6.093022E+09, 6.290863E+09, 6.494681E+09, 6.704642E+09, 6.920916E+09, 7.143684E+09, 7.373120E+09, 7.609411E+09, 7.852750E+09, 8.103323E+09, 8.361336E+09, 8.626989E+09, 8.900493E+09, 9.182060E+09, 9.471914E+09, 9.770276E+09, 1.007738E+10, 1.039346E+10, 1.071876E+10, 1.105353E+10, 1.139802E+10, 1.175249E+10, 1.211722E+10, 1.249246E+10, 1.287852E+10, 1.327567E+10, 1.368420E+10, 1.410442E+10, 1.453664E+10, 1.498117E+10, 1.543834E+10, 1.590848E+10, 1.639193E+10, 1.688904E+10, 1.740016E+10, 1.792566E+10, 1.846591E+10, 1.902129E+10, 1.959221E+10, 2.017905E+10, 2.078222E+10, 2.140215E+10, 2.203927E+10, 2.269402E+10, 2.336684E+10, 2.405820E+10, 2.476858E+10, 2.549844E+10, 2.624829E+10, 2.701863E+10, 2.780998E+10, 2.862287E+10, 2.945784E+10, 3.031543E+10, 3.119623E+10, 3.210080E+10, 3.302975E+10, 3.398367E+10, 3.496320E+10, 3.596894E+10, 3.700157E+10, 3.806173E+10, 3.915013E+10, 4.026743E+10, 4.141435E+10, 4.259163E+10, ]) # ============================ M = 40, I = 1 ============================ M = 40 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.004901E+01, 5.404777E+02, 1.395109E+03, 2.506084E+03, 3.835921E+03, 5.351477E+03, 7.029949E+03, 8.855740E+03, 1.081752E+04, 1.290665E+04, 1.511646E+04, 1.744192E+04, 1.987945E+04, 2.242677E+04, 2.508288E+04, 2.784787E+04, 3.072289E+04, 3.371004E+04, 3.681229E+04, 4.003342E+04, 4.337796E+04, 4.685116E+04, 5.045887E+04, 5.420760E+04, 5.810442E+04, 6.215695E+04, 6.637337E+04, 7.076234E+04, 7.533306E+04, 8.009521E+04, 8.505895E+04, 9.023494E+04, 9.563434E+04, 1.012688E+05, 1.071503E+05, 1.132917E+05, 1.197060E+05, 1.264069E+05, 1.334086E+05, 1.407259E+05, 1.483741E+05, 1.563691E+05, 1.647274E+05, 1.734662E+05, 1.826033E+05, 1.921571E+05, 2.021469E+05, 2.125925E+05, 2.235147E+05, 2.349348E+05, 2.468750E+05, 2.593586E+05, 2.724094E+05, 2.860523E+05, 3.003132E+05, 3.152187E+05, 3.307967E+05, 3.470761E+05, 3.640866E+05, 3.818595E+05, 4.004268E+05, 4.198220E+05, 4.400798E+05, 4.612360E+05, 4.833279E+05, 5.063943E+05, 5.304752E+05, 5.556121E+05, 5.818482E+05, 6.092281E+05, 6.377982E+05, 6.676064E+05, 6.987024E+05, 7.311379E+05, 7.649662E+05, 8.002426E+05, 8.370245E+05, 8.753711E+05, 9.153440E+05, 9.570068E+05, 1.000426E+06, 1.045668E+06, 1.092806E+06, 1.141911E+06, 1.193059E+06, 1.246329E+06, 1.301802E+06, 1.359562E+06, 1.419694E+06, 1.482289E+06, 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2.420229E+07, 2.506069E+07, 2.594700E+07, 2.686206E+07, 2.780670E+07, 2.878180E+07, 2.978825E+07, 3.082695E+07, 3.189885E+07, 3.300490E+07, 3.414608E+07, 3.532342E+07, 3.653794E+07, 3.779072E+07, 3.908283E+07, 4.041540E+07, 4.178957E+07, 4.320652E+07, 4.466745E+07, 4.617360E+07, 4.772624E+07, 4.932665E+07, 5.097618E+07, 5.267618E+07, 5.442805E+07, 5.623322E+07, 5.809315E+07, 6.000936E+07, 6.198337E+07, 6.401676E+07, 6.611115E+07, 6.826819E+07, 7.048957E+07, 7.277703E+07, 7.513234E+07, 7.755732E+07, 8.005383E+07, 8.262378E+07, 8.526912E+07, 8.799184E+07, 9.079399E+07, 9.367766E+07, 9.664498E+07, 9.969816E+07, 1.028394E+08, 1.060711E+08, 1.093955E+08, 1.128150E+08, 1.163322E+08, 1.199494E+08, 1.236693E+08, 1.274945E+08, 1.314277E+08, 1.354717E+08, 1.396292E+08, 1.439032E+08, 1.482965E+08, 1.528122E+08, 1.574533E+08, 1.622231E+08, 1.671247E+08, 1.721613E+08, 1.773364E+08, 1.826534E+08, 1.881158E+08, 1.937272E+08, 1.994912E+08, 2.054116E+08, 2.114921E+08, 2.177368E+08, 2.241496E+08, 2.307345E+08, 2.374958E+08, 2.444377E+08, 2.515645E+08, 2.588807E+08, 2.663908E+08, 2.740995E+08, 2.820114E+08, 2.901314E+08, 2.984644E+08, 3.070155E+08, 3.157898E+08, 3.247926E+08, 3.340291E+08, 3.435049E+08, 3.532255E+08, 3.631967E+08, 3.734243E+08, 3.839141E+08, 3.946723E+08, 4.057050E+08, 4.170185E+08, 4.286193E+08, 4.405139E+08, 4.527090E+08, 4.652116E+08, 4.780284E+08, 4.911667E+08, 5.046337E+08, 5.184367E+08, 5.325834E+08, 5.470815E+08, 5.619388E+08, 5.771632E+08, 5.927631E+08, 6.087466E+08, 6.251223E+08, 6.418988E+08, 6.590850E+08, 6.766899E+08, 6.947226E+08, 7.131924E+08, 7.321090E+08, 7.514821E+08, 7.713215E+08, 7.916373E+08, 8.124398E+08, 8.337396E+08, 8.555472E+08, 8.778737E+08, 9.007300E+08, 9.241276E+08, 9.480778E+08, 9.725925E+08, 9.976836E+08, 1.023363E+09, 1.049644E+09, 1.076538E+09, 1.104059E+09, 1.132220E+09, 1.161034E+09, 1.190514E+09, 1.220674E+09, 1.251530E+09, 1.283094E+09, 1.315382E+09, 1.348409E+09, 1.382189E+09, 1.416739E+09, 1.452073E+09, 1.488208E+09, 1.525161E+09, 1.562948E+09, 1.601585E+09, 1.641090E+09, 1.681481E+09, 1.722775E+09, 1.764991E+09, 1.808146E+09, 1.852261E+09, 1.897354E+09, 1.943443E+09, 1.990550E+09, 2.038695E+09, 2.087897E+09, 2.138178E+09, 2.189560E+09, 2.242063E+09, 2.295709E+09, 2.350522E+09, 2.406524E+09, 2.463737E+09, 2.522186E+09, 2.581894E+09, 2.642887E+09, 2.705188E+09, 2.768823E+09, 2.833817E+09, 2.900197E+09, 2.967989E+09, 3.037221E+09, 3.107919E+09, 3.180111E+09, 3.253826E+09, 3.329093E+09, 3.405941E+09, 3.484400E+09, 3.564500E+09, 3.646272E+09, 3.729747E+09, 3.814957E+09, 3.901935E+09, 3.990713E+09, 4.081326E+09, 4.173806E+09, 4.268189E+09, 4.364509E+09, 4.462803E+09, 4.563106E+09, 4.665457E+09, 4.769891E+09, 4.876447E+09, 4.985164E+09, 5.096081E+09, 5.209239E+09, 5.324677E+09, 5.442437E+09, 5.562562E+09, 5.685092E+09, 5.810073E+09, 5.937548E+09, 6.067561E+09, 6.200157E+09, 6.335384E+09, 6.473288E+09, 6.613916E+09, 6.757316E+09, 6.903538E+09, 7.052632E+09, 7.204648E+09, 7.359637E+09, 7.517652E+09, 7.678746E+09, 7.842973E+09, 8.010386E+09, 8.181043E+09, 8.354998E+09, 8.532310E+09, 8.713037E+09, 8.897237E+09, 9.084970E+09, 9.276298E+09, 9.471281E+09, 9.669983E+09, 9.872468E+09, 1.007880E+10, 1.028904E+10, 1.050327E+10, 1.072154E+10, 1.094392E+10, 1.117049E+10, 1.140132E+10, 1.163647E+10, 1.187602E+10, 1.212005E+10, 1.236862E+10, 1.262182E+10, 1.287972E+10, 1.314240E+10, 1.340995E+10, 1.368243E+10, 1.395994E+10, 1.424255E+10, 1.453035E+10, 1.482342E+10, 1.512186E+10, 1.542575E+10, 1.573518E+10, 1.605024E+10, 1.637102E+10, 1.669761E+10, 1.703012E+10, 1.736863E+10, 1.771324E+10, 1.806406E+10, 1.842117E+10, 1.878469E+10, 1.915472E+10, 1.953135E+10, 1.991471E+10, 2.030488E+10, 2.070200E+10, 2.110615E+10, 2.151746E+10, 2.193604E+10, 2.236200E+10, 2.279547E+10, 2.323655E+10, 2.368538E+10, 2.414206E+10, 2.460674E+10, 2.507952E+10, 2.556054E+10, 2.604993E+10, 2.654781E+10, 2.705433E+10, 2.756960E+10, 2.809378E+10, 2.862699E+10, 2.916938E+10, 2.972109E+10, 3.028226E+10, 3.085304E+10, 3.143358E+10, 3.202402E+10, 3.262451E+10, 3.323522E+10, 3.385629E+10, 3.448788E+10, 3.513016E+10, 3.578329E+10, 3.644742E+10, 3.712273E+10, 3.780938E+10, 3.850756E+10, 3.921742E+10, 3.993914E+10, 4.067291E+10, 4.141890E+10, 4.217729E+10, 4.294828E+10, 4.373204E+10, 4.452877E+10, 4.533866E+10, 4.616190E+10, 4.699870E+10, 4.784925E+10, 4.871376E+10, 4.959242E+10, 5.048546E+10, 5.139307E+10, 5.231548E+10, 5.325289E+10, 5.420554E+10, 5.517363E+10, 5.615740E+10, 5.715707E+10, 5.817287E+10, 5.920504E+10, 6.025381E+10, 6.131942E+10, 6.240212E+10, 6.350214E+10, 6.461975E+10, 6.575518E+10, 6.690871E+10, 6.808057E+10, 6.927104E+10, 7.048039E+10, 7.170887E+10, 7.295676E+10, 7.422434E+10, 7.551188E+10, 7.681966E+10, 7.814798E+10, 7.949712E+10, 8.086737E+10, 8.225903E+10, 8.367240E+10, ]) # ============================ M = 40, I = 2 ============================ M = 40 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.014609E+01, 5.425092E+02, 1.400393E+03, 2.515600E+03, 3.850506E+03, 5.371841E+03, 7.056712E+03, 8.889467E+03, 1.085873E+04, 1.295584E+04, 1.517411E+04, 1.750849E+04, 1.995541E+04, 2.251261E+04, 2.517909E+04, 2.795496E+04, 3.084140E+04, 3.384053E+04, 3.695535E+04, 4.018967E+04, 4.354807E+04, 4.703579E+04, 5.065874E+04, 5.442347E+04, 5.833707E+04, 6.240722E+04, 6.664212E+04, 7.105050E+04, 7.564158E+04, 8.042509E+04, 8.541125E+04, 9.061078E+04, 9.603486E+04, 1.016952E+05, 1.076040E+05, 1.137739E+05, 1.202181E+05, 1.269505E+05, 1.339852E+05, 1.413370E+05, 1.490215E+05, 1.570546E+05, 1.654528E+05, 1.742335E+05, 1.834145E+05, 1.930145E+05, 2.030526E+05, 2.135489E+05, 2.245242E+05, 2.359999E+05, 2.479986E+05, 2.605433E+05, 2.736582E+05, 2.873683E+05, 3.016995E+05, 3.166787E+05, 3.323338E+05, 3.486940E+05, 3.657891E+05, 3.836505E+05, 4.023105E+05, 4.218027E+05, 4.421619E+05, 4.634242E+05, 4.856272E+05, 5.088097E+05, 5.330119E+05, 5.582758E+05, 5.846445E+05, 6.121631E+05, 6.408781E+05, 6.708377E+05, 7.020919E+05, 7.346926E+05, 7.686934E+05, 8.041499E+05, 8.411199E+05, 8.796629E+05, 9.198407E+05, 9.617173E+05, 1.005359E+06, 1.050835E+06, 1.098215E+06, 1.147573E+06, 1.198986E+06, 1.252531E+06, 1.308291E+06, 1.366350E+06, 1.426794E+06, 1.489714E+06, 1.555203E+06, 1.623358E+06, 1.694277E+06, 1.768065E+06, 1.844827E+06, 1.924673E+06, 2.007718E+06, 2.094078E+06, 2.183876E+06, 2.277236E+06, 2.374288E+06, 2.475165E+06, 2.580006E+06, 2.688954E+06, 2.802156E+06, 2.919763E+06, 3.041933E+06, 3.168828E+06, 3.300614E+06, 3.437464E+06, 3.579556E+06, 3.727074E+06, 3.880207E+06, 4.039150E+06, 4.204104E+06, 4.375277E+06, 4.552884E+06, 4.737144E+06, 4.928286E+06, 5.126544E+06, 5.332160E+06, 5.545382E+06, 5.766467E+06, 5.995681E+06, 6.233294E+06, 6.479588E+06, 6.734852E+06, 6.999384E+06, 7.273489E+06, 7.557483E+06, 7.851692E+06, 8.156450E+06, 8.472100E+06, 8.798999E+06, 9.137509E+06, 9.488007E+06, 9.850878E+06, 1.022652E+07, 1.061534E+07, 1.101776E+07, 1.143422E+07, 1.186515E+07, 1.231102E+07, 1.277229E+07, 1.324945E+07, 1.374300E+07, 1.425344E+07, 1.478131E+07, 1.532713E+07, 1.589148E+07, 1.647491E+07, 1.707802E+07, 1.770140E+07, 1.834567E+07, 1.901147E+07, 1.969946E+07, 2.041030E+07, 2.114467E+07, 2.190330E+07, 2.268689E+07, 2.349621E+07, 2.433200E+07, 2.519507E+07, 2.608621E+07, 2.700626E+07, 2.795605E+07, 2.893647E+07, 2.994841E+07, 3.099278E+07, 3.207053E+07, 3.318262E+07, 3.433005E+07, 3.551382E+07, 3.673498E+07, 3.799461E+07, 3.929380E+07, 4.063366E+07, 4.201536E+07, 4.344007E+07, 4.490901E+07, 4.642342E+07, 4.798457E+07, 4.959377E+07, 5.125235E+07, 5.296168E+07, 5.472317E+07, 5.653826E+07, 5.840842E+07, 6.033515E+07, 6.232002E+07, 6.436460E+07, 6.647051E+07, 6.863942E+07, 7.087304E+07, 7.317310E+07, 7.554138E+07, 7.797973E+07, 8.049000E+07, 8.307412E+07, 8.573405E+07, 8.847179E+07, 9.128941E+07, 9.418900E+07, 9.717271E+07, 1.002428E+08, 1.034014E+08, 1.066509E+08, 1.099937E+08, 1.134321E+08, 1.169687E+08, 1.206060E+08, 1.243465E+08, 1.281929E+08, 1.321478E+08, 1.362142E+08, 1.403948E+08, 1.446924E+08, 1.491101E+08, 1.536508E+08, 1.583177E+08, 1.631139E+08, 1.680427E+08, 1.731073E+08, 1.783112E+08, 1.836577E+08, 1.891504E+08, 1.947929E+08, 2.005890E+08, 2.065422E+08, 2.126566E+08, 2.189360E+08, 2.253844E+08, 2.320060E+08, 2.388049E+08, 2.457854E+08, 2.529520E+08, 2.603089E+08, 2.678608E+08, 2.756124E+08, 2.835684E+08, 2.917337E+08, 3.001131E+08, 3.087119E+08, 3.175351E+08, 3.265881E+08, 3.358761E+08, 3.454048E+08, 3.551797E+08, 3.652065E+08, 3.754912E+08, 3.860396E+08, 3.968578E+08, 4.079522E+08, 4.193289E+08, 4.309945E+08, 4.429556E+08, 4.552190E+08, 4.677914E+08, 4.806799E+08, 4.938916E+08, 5.074340E+08, 5.213143E+08, 5.355402E+08, 5.501194E+08, 5.650598E+08, 5.803695E+08, 5.960567E+08, 6.121298E+08, 6.285972E+08, 6.454678E+08, 6.627503E+08, 6.804538E+08, 6.985876E+08, 7.171611E+08, 7.361838E+08, 7.556655E+08, 7.756162E+08, 7.960460E+08, 8.169652E+08, 8.383846E+08, 8.603146E+08, 8.827664E+08, 9.057511E+08, 9.292801E+08, 9.533648E+08, 9.780173E+08, 1.003249E+09, 1.029073E+09, 1.055502E+09, 1.082547E+09, 1.110223E+09, 1.138542E+09, 1.167518E+09, 1.197164E+09, 1.227494E+09, 1.258523E+09, 1.290265E+09, 1.322735E+09, 1.355947E+09, 1.389918E+09, 1.424662E+09, 1.460195E+09, 1.496534E+09, 1.533695E+09, 1.571694E+09, 1.610549E+09, 1.650277E+09, 1.690896E+09, 1.732423E+09, 1.774876E+09, 1.818275E+09, 1.862639E+09, 1.907985E+09, 1.954335E+09, 2.001708E+09, 2.050124E+09, 2.099604E+09, 2.150169E+09, 2.201840E+09, 2.254640E+09, 2.308589E+09, 2.363711E+09, 2.420029E+09, 2.477566E+09, 2.536345E+09, 2.596390E+09, 2.657728E+09, 2.720380E+09, 2.784375E+09, 2.849737E+09, 2.916492E+09, 2.984668E+09, 3.054290E+09, 3.125388E+09, 3.197989E+09, 3.272121E+09, 3.347814E+09, 3.425096E+09, 3.503999E+09, 3.584552E+09, 3.666786E+09, 3.750734E+09, 3.836427E+09, 3.923897E+09, 4.013178E+09, 4.104303E+09, 4.197307E+09, 4.292225E+09, 4.389091E+09, 4.487941E+09, 4.588813E+09, 4.691743E+09, 4.796769E+09, 4.903929E+09, 5.013262E+09, 5.124808E+09, 5.238607E+09, 5.354700E+09, 5.473128E+09, 5.593933E+09, 5.717159E+09, 5.842849E+09, 5.971046E+09, 6.101797E+09, 6.235146E+09, 6.371140E+09, 6.509826E+09, 6.651252E+09, 6.795466E+09, 6.942518E+09, 7.092458E+09, 7.245337E+09, 7.401207E+09, 7.560119E+09, 7.722128E+09, 7.887287E+09, 8.055651E+09, 8.227277E+09, 8.402221E+09, 8.580540E+09, 8.762294E+09, 8.947540E+09, 9.136340E+09, 9.328756E+09, 9.524847E+09, 9.724679E+09, 9.928315E+09, 1.013582E+10, 1.034726E+10, 1.056270E+10, 1.078221E+10, 1.100586E+10, 1.123372E+10, 1.146586E+10, 1.170235E+10, 1.194326E+10, 1.218868E+10, 1.243867E+10, 1.269331E+10, 1.295268E+10, 1.321685E+10, 1.348592E+10, 1.375995E+10, 1.403904E+10, 1.432326E+10, 1.461270E+10, 1.490744E+10, 1.520758E+10, 1.551320E+10, 1.582439E+10, 1.614125E+10, 1.646385E+10, 1.679231E+10, 1.712671E+10, 1.746715E+10, 1.781372E+10, 1.816654E+10, 1.852569E+10, 1.889128E+10, 1.926342E+10, 1.964220E+10, 2.002774E+10, 2.042014E+10, 2.081952E+10, 2.122598E+10, 2.163963E+10, 2.206060E+10, 2.248899E+10, 2.292493E+10, 2.336853E+10, 2.381992E+10, 2.427921E+10, 2.474653E+10, 2.522201E+10, 2.570578E+10, 2.619796E+10, 2.669869E+10, 2.720809E+10, 2.772631E+10, 2.825348E+10, 2.878973E+10, 2.933522E+10, 2.989008E+10, 3.045446E+10, 3.102850E+10, 3.161234E+10, 3.220616E+10, 3.281008E+10, 3.342428E+10, 3.404890E+10, 3.468410E+10, 3.533005E+10, 3.598690E+10, 3.665483E+10, 3.733400E+10, 3.802458E+10, 3.872674E+10, 3.944066E+10, 4.016651E+10, 4.090447E+10, 4.165472E+10, 4.241746E+10, 4.319285E+10, 4.398109E+10, 4.478238E+10, 4.559690E+10, 4.642485E+10, 4.726644E+10, 4.812185E+10, 4.899130E+10, 4.987500E+10, 5.077314E+10, 5.168594E+10, 5.261363E+10, 5.355641E+10, 5.451450E+10, 5.548814E+10, 5.647753E+10, 5.748292E+10, 5.850454E+10, 5.954261E+10, 6.059739E+10, 6.166910E+10, 6.275800E+10, 6.386432E+10, 6.498832E+10, 6.613026E+10, 6.729039E+10, 6.846896E+10, 6.966625E+10, 7.088252E+10, 7.211804E+10, 7.337308E+10, 7.464792E+10, 7.594283E+10, 7.725811E+10, 7.859404E+10, 7.995091E+10, 8.132901E+10, 8.272865E+10, 8.415012E+10, ]) # ============================ M = 41, I = 1 ============================ M = 41 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.315149E+01, 4.188339E+02, 1.079820E+03, 1.938156E+03, 2.965719E+03, 4.137255E+03, 5.436118E+03, 6.853221E+03, 8.385541E+03, 1.003484E+04, 1.180643E+04, 1.370814E+04, 1.574940E+04, 1.794075E+04, 2.029340E+04, 2.281914E+04, 2.553022E+04, 2.843939E+04, 3.155998E+04, 3.490595E+04, 3.849202E+04, 4.233375E+04, 4.644767E+04, 5.085133E+04, 5.556343E+04, 6.060390E+04, 6.599400E+04, 7.175640E+04, 7.791527E+04, 8.449635E+04, 9.152710E+04, 9.903673E+04, 1.070563E+05, 1.156189E+05, 1.247597E+05, 1.345160E+05, 1.449274E+05, 1.560360E+05, 1.678865E+05, 1.805261E+05, 1.940051E+05, 2.083767E+05, 2.236970E+05, 2.400259E+05, 2.574264E+05, 2.759654E+05, 2.957136E+05, 3.167458E+05, 3.391410E+05, 3.629831E+05, 3.883604E+05, 4.153663E+05, 4.440997E+05, 4.746648E+05, 5.071718E+05, 5.417372E+05, 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9.314206E+11, 9.556541E+11, 9.804718E+11, 1.005887E+12, 1.031912E+12, 1.058561E+12, 1.085848E+12, 1.113787E+12, 1.142392E+12, 1.171677E+12, 1.201658E+12, 1.232350E+12, 1.263769E+12, 1.295929E+12, 1.328848E+12, 1.362541E+12, 1.397026E+12, 1.432320E+12, 1.468440E+12, 1.505403E+12, 1.543229E+12, 1.581936E+12, 1.621541E+12, 1.662066E+12, 1.703528E+12, 1.745950E+12, 1.789349E+12, 1.833749E+12, 1.879168E+12, 1.925631E+12, 1.973157E+12, 2.021770E+12, 2.071493E+12, 2.122349E+12, 2.174361E+12, 2.227554E+12, 2.281953E+12, 2.337582E+12, 2.394468E+12, 2.452637E+12, 2.512114E+12, 2.572928E+12, 2.635105E+12, 2.698674E+12, 2.763664E+12, 2.830104E+12, 2.898023E+12, 2.967453E+12, 3.038423E+12, 3.110966E+12, 3.185113E+12, 3.260897E+12, 3.338352E+12, 3.417511E+12, 3.498408E+12, 3.581080E+12, 3.665561E+12, 3.751888E+12, 3.840099E+12, 3.930230E+12, 4.022322E+12, 4.116412E+12, 4.212541E+12, 4.310749E+12, 4.411078E+12, 4.513571E+12, 4.618269E+12, 4.725216E+12, 4.834458E+12, 4.946039E+12, 5.060006E+12, 5.176405E+12, 5.295284E+12, 5.416692E+12, 5.540678E+12, 5.667293E+12, 5.796589E+12, 5.928616E+12, 6.063429E+12, 6.201081E+12, 6.341628E+12, 6.485125E+12, 6.631630E+12, 6.781200E+12, 6.933895E+12, 7.089774E+12, 7.248900E+12, 7.411333E+12, 7.577137E+12, 7.746377E+12, ]) # ============================ M = 41, I = 2 ============================ M = 41 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.756505E+01, 8.636957E+02, 2.228140E+03, 4.000550E+03, 6.122355E+03, 8.541303E+03, 1.122310E+04, 1.414913E+04, 1.731327E+04, 2.071933E+04, 2.437843E+04, 2.830686E+04, 3.252428E+04, 3.705258E+04, 4.191513E+04, 4.713648E+04, 5.274220E+04, 5.875896E+04, 6.521466E+04, 7.213858E+04, 7.956162E+04, 8.751647E+04, 9.603788E+04, 1.051628E+05, 1.149305E+05, 1.253831E+05, 1.365652E+05, 1.485246E+05, 1.613122E+05, 1.749822E+05, 1.895925E+05, 2.052046E+05, 2.218840E+05, 2.397003E+05, 2.587276E+05, 2.790445E+05, 3.007348E+05, 3.238869E+05, 3.485951E+05, 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1.703926E+11, 1.756962E+11, 1.811530E+11, 1.867670E+11, 1.925423E+11, 1.984832E+11, 2.045942E+11, 2.108796E+11, 2.173442E+11, 2.239925E+11, 2.308294E+11, 2.378598E+11, 2.450888E+11, 2.525215E+11, 2.601633E+11, 2.680195E+11, 2.760957E+11, 2.843976E+11, 2.929309E+11, 3.017017E+11, 3.107159E+11, 3.199799E+11, 3.295000E+11, 3.392827E+11, 3.493348E+11, 3.596629E+11, 3.702742E+11, 3.811757E+11, 3.923749E+11, 4.038791E+11, 4.156960E+11, 4.278335E+11, 4.402995E+11, 4.531023E+11, 4.662502E+11, 4.797519E+11, 4.936160E+11, 5.078515E+11, 5.224676E+11, 5.374737E+11, 5.528794E+11, 5.686944E+11, 5.849288E+11, 6.015928E+11, 6.186968E+11, 6.362517E+11, 6.542683E+11, 6.727578E+11, 6.917317E+11, 7.112016E+11, 7.311795E+11, 7.516776E+11, 7.727083E+11, 7.942845E+11, 8.164190E+11, 8.391254E+11, 8.624170E+11, 8.863080E+11, 9.108123E+11, 9.359446E+11, 9.617197E+11, 9.881527E+11, 1.015259E+12, 1.043054E+12, 1.071555E+12, 1.100778E+12, 1.130739E+12, 1.161456E+12, 1.192947E+12, 1.225228E+12, 1.258320E+12, 1.292239E+12, 1.327006E+12, 1.362640E+12, 1.399161E+12, 1.436588E+12, 1.474944E+12, 1.514249E+12, 1.554524E+12, 1.595792E+12, 1.638076E+12, 1.681397E+12, 1.725781E+12, 1.771250E+12, 1.817829E+12, 1.865543E+12, 1.914418E+12, 1.964480E+12, 2.015754E+12, 2.068269E+12, 2.122052E+12, 2.177130E+12, 2.233534E+12, 2.291291E+12, 2.350432E+12, 2.410988E+12, 2.472990E+12, 2.536469E+12, 2.601458E+12, 2.667989E+12, 2.736098E+12, 2.805817E+12, 2.877182E+12, 2.950230E+12, 3.024996E+12, 3.101517E+12, 3.179832E+12, 3.259980E+12, 3.341999E+12, 3.425930E+12, 3.511814E+12, 3.599693E+12, 3.689610E+12, 3.781608E+12, 3.875730E+12, 3.972024E+12, 4.070534E+12, 4.171308E+12, 4.274393E+12, 4.379839E+12, 4.487695E+12, 4.598011E+12, 4.710840E+12, 4.826234E+12, 4.944247E+12, 5.064934E+12, 5.188350E+12, 5.314551E+12, 5.443597E+12, 5.575546E+12, 5.710458E+12, 5.848395E+12, 5.989418E+12, 6.133592E+12, 6.280981E+12, 6.431651E+12, 6.585670E+12, 6.743106E+12, 6.904028E+12, 7.068508E+12, 7.236618E+12, 7.408433E+12, 7.584026E+12, 7.763475E+12, 7.946858E+12, 8.134253E+12, 8.325743E+12, 8.521408E+12, 8.721333E+12, 8.925604E+12, 9.134307E+12, 9.347530E+12, 9.565365E+12, 9.787902E+12, 1.001524E+13, 1.024746E+13, 1.048467E+13, 1.072697E+13, 1.097446E+13, 1.122723E+13, 1.148540E+13, 1.174907E+13, 1.201835E+13, 1.229334E+13, 1.257416E+13, 1.286093E+13, 1.315375E+13, 1.345275E+13, 1.375804E+13, 1.406975E+13, 1.438801E+13, 1.471293E+13, 1.504465E+13, 1.538330E+13, 1.572900E+13, 1.608191E+13, 1.644215E+13, 1.680986E+13, ]) # ============================ M = 41, I = 3 ============================ M = 41 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.640866E+01, 8.395191E+02, 2.165322E+03, 3.887496E+03, 5.949144E+03, 8.299586E+03, 1.090588E+04, 1.375073E+04, 1.682939E+04, 2.014692E+04, 2.371547E+04, 2.755209E+04, 3.167697E+04, 3.611227E+04, 4.088153E+04, 4.600928E+04, 5.152101E+04, 5.744321E+04, 6.380354E+04, 7.063101E+04, 7.795618E+04, 8.581139E+04, 9.423098E+04, 1.032514E+05, 1.129117E+05, 1.232532E+05, 1.343202E+05, 1.461599E+05, 1.588227E+05, 1.723621E+05, 1.868354E+05, 2.023035E+05, 2.188312E+05, 2.364875E+05, 2.553457E+05, 2.754837E+05, 2.969842E+05, 3.199353E+05, 3.444301E+05, 3.705675E+05, 3.984525E+05, 4.281963E+05, 4.599166E+05, 4.937383E+05, 5.297936E+05, 5.682224E+05, 6.091728E+05, 6.528015E+05, 6.992745E+05, 7.487669E+05, 8.014642E+05, 8.575625E+05, 9.172690E+05, 9.808024E+05, 1.048394E+06, 1.120289E+06, 1.196744E+06, 1.278031E+06, 1.364440E+06, 1.456272E+06, 1.553848E+06, 1.657506E+06, 1.767602E+06, 1.884511E+06, 2.008630E+06, 2.140376E+06, 2.280189E+06, 2.428533E+06, 2.585896E+06, 2.752792E+06, 2.929763E+06, 3.117380E+06, 3.316242E+06, 3.526982E+06, 3.750265E+06, 3.986789E+06, 4.237292E+06, 4.502546E+06, 4.783365E+06, 5.080605E+06, 5.395165E+06, 5.727989E+06, 6.080069E+06, 6.452450E+06, 6.846225E+06, 7.262545E+06, 7.702618E+06, 8.167711E+06, 8.659153E+06, 9.178342E+06, 9.726741E+06, 1.030589E+07, 1.091739E+07, 1.156294E+07, 1.224431E+07, 1.296336E+07, 1.372203E+07, 1.452236E+07, 1.536648E+07, 1.625664E+07, 1.719518E+07, 1.818455E+07, 1.922732E+07, 2.032619E+07, 2.148396E+07, 2.270359E+07, 2.398815E+07, 2.534087E+07, 2.676512E+07, 2.826444E+07, 2.984250E+07, 3.150317E+07, 3.325047E+07, 3.508861E+07, 3.702200E+07, 3.905524E+07, 4.119312E+07, 4.344067E+07, 4.580312E+07, 4.828594E+07, 5.089484E+07, 5.363580E+07, 5.651501E+07, 5.953898E+07, 6.271448E+07, 6.604858E+07, 6.954864E+07, 7.322236E+07, 7.707773E+07, 8.112312E+07, 8.536724E+07, 8.981917E+07, 9.448836E+07, 9.938467E+07, 1.045184E+08, 1.099002E+08, 1.155412E+08, 1.214531E+08, 1.276478E+08, 1.341381E+08, 1.409370E+08, 1.480580E+08, 1.555155E+08, 1.633241E+08, 1.714992E+08, 1.800569E+08, 1.890136E+08, 1.983866E+08, 2.081941E+08, 2.184545E+08, 2.291874E+08, 2.404129E+08, 2.521520E+08, 2.644265E+08, 2.772590E+08, 2.906732E+08, 3.046933E+08, 3.193450E+08, 3.346544E+08, 3.506490E+08, 3.673572E+08, 3.848086E+08, 4.030337E+08, 4.220644E+08, 4.419338E+08, 4.626760E+08, 4.843265E+08, 5.069223E+08, 5.305016E+08, 5.551040E+08, 5.807706E+08, 6.075442E+08, 6.354690E+08, 6.645907E+08, 6.949569E+08, 7.266169E+08, 7.596217E+08, 7.940242E+08, 8.298792E+08, 8.672436E+08, 9.061760E+08, 9.467374E+08, 9.889910E+08, 1.033002E+09, 1.078838E+09, 1.126570E+09, 1.176269E+09, 1.228011E+09, 1.281873E+09, 1.337936E+09, 1.396284E+09, 1.457001E+09, 1.520178E+09, 1.585906E+09, 1.654281E+09, 1.725401E+09, 1.799368E+09, 1.876289E+09, 1.956270E+09, 2.039426E+09, 2.125873E+09, 2.215732E+09, 2.309126E+09, 2.406184E+09, 2.507040E+09, 2.611830E+09, 2.720697E+09, 2.833787E+09, 2.951252E+09, 3.073247E+09, 3.199936E+09, 3.331483E+09, 3.468062E+09, 3.609851E+09, 3.757033E+09, 3.909797E+09, 4.068340E+09, 4.232863E+09, 4.403574E+09, 4.580690E+09, 4.764431E+09, 4.955027E+09, 5.152713E+09, 5.357734E+09, 5.570342E+09, 5.790794E+09, 6.019359E+09, 6.256312E+09, 6.501938E+09, 6.756529E+09, 7.020389E+09, 7.293828E+09, 7.577168E+09, 7.870739E+09, 8.174884E+09, 8.489953E+09, 8.816309E+09, 9.154324E+09, 9.504385E+09, 9.866886E+09, 1.024224E+10, 1.063086E+10, 1.103318E+10, 1.144965E+10, 1.188073E+10, 1.232689E+10, 1.278862E+10, 1.326641E+10, 1.376080E+10, 1.427229E+10, 1.480146E+10, 1.534884E+10, 1.591504E+10, 1.650063E+10, 1.710624E+10, 1.773250E+10, 1.838006E+10, 1.904957E+10, 1.974174E+10, 2.045727E+10, 2.119688E+10, 2.196133E+10, 2.275138E+10, 2.356783E+10, 2.441148E+10, 2.528318E+10, 2.618379E+10, 2.711418E+10, 2.807527E+10, 2.906799E+10, 3.009330E+10, 3.115219E+10, 3.224567E+10, 3.337479E+10, 3.454062E+10, 3.574425E+10, 3.698682E+10, 3.826949E+10, 3.959345E+10, 4.095994E+10, 4.237019E+10, 4.382552E+10, 4.532725E+10, 4.687675E+10, 4.847541E+10, 5.012467E+10, 5.182601E+10, 5.358094E+10, 5.539103E+10, 5.725787E+10, 5.918311E+10, 6.116841E+10, 6.321552E+10, 6.532621E+10, 6.750230E+10, 6.974565E+10, 7.205818E+10, 7.444187E+10, 7.689872E+10, 7.943081E+10, 8.204026E+10, 8.472925E+10, 8.750002E+10, 9.035485E+10, 9.329610E+10, 9.632619E+10, 9.944757E+10, 1.026628E+11, 1.059745E+11, 1.093852E+11, 1.128978E+11, 1.165151E+11, 1.202398E+11, 1.240750E+11, 1.280238E+11, 1.320890E+11, 1.362740E+11, 1.405820E+11, 1.450164E+11, 1.495804E+11, 1.542777E+11, 1.591119E+11, 1.640865E+11, 1.692054E+11, 1.744723E+11, 1.798914E+11, 1.854665E+11, 1.912019E+11, 1.971018E+11, 2.031706E+11, 2.094126E+11, 2.158324E+11, 2.224348E+11, 2.292245E+11, 2.362064E+11, 2.433855E+11, 2.507670E+11, 2.583560E+11, 2.661580E+11, 2.741785E+11, 2.824231E+11, 2.908976E+11, 2.996078E+11, 3.085600E+11, 3.177601E+11, 3.272146E+11, 3.369299E+11, 3.469127E+11, 3.571697E+11, 3.677079E+11, 3.785344E+11, 3.896564E+11, 4.010814E+11, 4.128170E+11, 4.248710E+11, 4.372512E+11, 4.499659E+11, 4.630234E+11, 4.764322E+11, 4.902010E+11, 5.043386E+11, 5.188543E+11, 5.337572E+11, 5.490570E+11, 5.647633E+11, 5.808862E+11, 5.974357E+11, 6.144223E+11, 6.318566E+11, 6.497495E+11, 6.681120E+11, 6.869557E+11, 7.062919E+11, 7.261327E+11, 7.464901E+11, 7.673766E+11, 7.888047E+11, 8.107874E+11, 8.333380E+11, 8.564700E+11, 8.801971E+11, 9.045334E+11, 9.294935E+11, 9.550919E+11, 9.813437E+11, 1.008264E+12, 1.035869E+12, 1.064175E+12, 1.093197E+12, 1.122953E+12, 1.153460E+12, 1.184735E+12, 1.216796E+12, 1.249660E+12, 1.283348E+12, 1.317877E+12, 1.353267E+12, 1.389538E+12, 1.426709E+12, 1.464802E+12, 1.503838E+12, 1.543838E+12, 1.584824E+12, 1.626818E+12, 1.669844E+12, 1.713924E+12, 1.759082E+12, 1.805343E+12, 1.852731E+12, 1.901272E+12, 1.950992E+12, 2.001916E+12, 2.054072E+12, 2.107487E+12, 2.162190E+12, 2.218208E+12, 2.275571E+12, 2.334308E+12, 2.394450E+12, 2.456029E+12, 2.519074E+12, 2.583620E+12, 2.649697E+12, 2.717341E+12, 2.786585E+12, 2.857463E+12, 2.930012E+12, 3.004268E+12, 3.080268E+12, 3.158049E+12, 3.237650E+12, 3.319110E+12, 3.402469E+12, 3.487767E+12, 3.575047E+12, 3.664351E+12, 3.755722E+12, 3.849203E+12, 3.944841E+12, 4.042680E+12, 4.142767E+12, 4.245150E+12, 4.349877E+12, 4.456998E+12, 4.566564E+12, 4.678624E+12, 4.793233E+12, 4.910442E+12, 5.030307E+12, 5.152882E+12, 5.278225E+12, 5.406393E+12, 5.537444E+12, 5.671438E+12, 5.808436E+12, 5.948500E+12, 6.091693E+12, 6.238079E+12, 6.387724E+12, 6.540695E+12, 6.697060E+12, 6.856888E+12, 7.020250E+12, 7.187217E+12, 7.357863E+12, 7.532263E+12, 7.710492E+12, 7.892628E+12, 8.078750E+12, 8.268937E+12, 8.463273E+12, 8.661840E+12, 8.864722E+12, 9.072007E+12, 9.283782E+12, 9.500136E+12, 9.721162E+12, 9.946951E+12, 1.017760E+13, 1.041320E+13, 1.065385E+13, 1.089966E+13, 1.115072E+13, 1.140714E+13, 1.166901E+13, 1.193646E+13, 1.220959E+13, 1.248850E+13, 1.277332E+13, 1.306416E+13, 1.336112E+13, 1.366435E+13, 1.397394E+13, 1.429004E+13, 1.461276E+13, 1.494222E+13, 1.527857E+13, 1.562194E+13, 1.597245E+13, 1.633024E+13, 1.669546E+13, ]) # ============================ M = 41, I = 4 ============================ M = 41 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 9.539990E+01, 1.733030E+03, 4.470932E+03, 8.027469E+03, 1.228513E+04, 1.713924E+04, 2.252175E+04, 2.839690E+04, 3.475487E+04, 4.160603E+04, 4.897546E+04, 5.689836E+04, 6.541643E+04, 7.457555E+04, 8.442446E+04, 9.501407E+04, 1.063973E+05, 1.186294E+05, 1.317679E+05, 1.458733E+05, 1.610095E+05, 1.772442E+05, 1.946490E+05, 2.133005E+05, 2.332799E+05, 2.546743E+05, 2.775762E+05, 3.020844E+05, 3.283044E+05, 3.563487E+05, 3.863370E+05, 4.183968E+05, 4.526642E+05, 4.892835E+05, 5.284084E+05, 5.702023E+05, 6.148386E+05, 6.625017E+05, 7.133870E+05, 7.677021E+05, 8.256668E+05, 8.875146E+05, 9.534926E+05, 1.023863E+06, 1.098903E+06, 1.178906E+06, 1.264183E+06, 1.355064E+06, 1.451897E+06, 1.555050E+06, 1.664913E+06, 1.781898E+06, 1.906439E+06, 2.038999E+06, 2.180062E+06, 2.330143E+06, 2.489784E+06, 2.659558E+06, 2.840071E+06, 3.031960E+06, 3.235901E+06, 3.452603E+06, 3.682817E+06, 3.927334E+06, 4.186989E+06, 4.462661E+06, 4.755276E+06, 5.065813E+06, 5.395300E+06, 5.744822E+06, 6.115520E+06, 6.508599E+06, 6.925324E+06, 7.367027E+06, 7.835113E+06, 8.331056E+06, 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1.078419E+12, 1.109488E+12, 1.141388E+12, 1.174138E+12, 1.207758E+12, 1.242272E+12, 1.277699E+12, 1.314063E+12, 1.351387E+12, 1.389693E+12, 1.429006E+12, 1.469349E+12, 1.510748E+12, 1.553228E+12, 1.596816E+12, 1.641538E+12, 1.687420E+12, 1.734491E+12, 1.782779E+12, 1.832313E+12, 1.883122E+12, 1.935238E+12, 1.988690E+12, 2.043511E+12, 2.099733E+12, 2.157388E+12, 2.216510E+12, 2.277134E+12, 2.339294E+12, 2.403028E+12, 2.468370E+12, 2.535359E+12, 2.604033E+12, 2.674431E+12, 2.746593E+12, 2.820559E+12, 2.896372E+12, 2.974072E+12, 3.053705E+12, 3.135313E+12, 3.218942E+12, 3.304639E+12, 3.392450E+12, 3.482423E+12, 3.574608E+12, 3.669054E+12, 3.765812E+12, 3.864935E+12, 3.966475E+12, 4.070488E+12, 4.177028E+12, 4.286152E+12, 4.397918E+12, 4.512385E+12, 4.629612E+12, 4.749661E+12, 4.872595E+12, 4.998477E+12, 5.127372E+12, 5.259348E+12, 5.394471E+12, 5.532810E+12, 5.674437E+12, 5.819424E+12, 5.967842E+12, 6.119768E+12, 6.275278E+12, 6.434449E+12, 6.597361E+12, 6.764094E+12, 6.934732E+12, 7.109358E+12, 7.288059E+12, 7.470922E+12, 7.658035E+12, 7.849491E+12, 8.045381E+12, 8.245801E+12, 8.450846E+12, 8.660616E+12, 8.875209E+12, 9.094730E+12, 9.319280E+12, 9.548967E+12, 9.783899E+12, 1.002419E+13, 1.026994E+13, 1.052128E+13, 1.077831E+13, 1.104116E+13, 1.130996E+13, 1.158481E+13, 1.186585E+13, 1.215321E+13, 1.244702E+13, 1.274740E+13, 1.305450E+13, 1.336846E+13, 1.368941E+13, 1.401750E+13, 1.435287E+13, 1.469568E+13, 1.504607E+13, 1.540420E+13, 1.577023E+13, 1.614432E+13, 1.652663E+13, 1.691732E+13, 1.731657E+13, 1.772455E+13, 1.814143E+13, 1.856740E+13, 1.900263E+13, 1.944731E+13, 1.990164E+13, 2.036579E+13, 2.083997E+13, 2.132438E+13, 2.181922E+13, 2.232470E+13, 2.284103E+13, 2.336842E+13, 2.390708E+13, 2.445725E+13, 2.501915E+13, 2.559301E+13, 2.617906E+13, 2.677754E+13, 2.738870E+13, 2.801277E+13, 2.865002E+13, 2.930070E+13, 2.996506E+13, 3.064338E+13, 3.133592E+13, 3.204296E+13, 3.276478E+13, 3.350166E+13, 3.425389E+13, 3.502177E+13, 3.580559E+13, ]) # ============================ M = 42, I = 1 ============================ M = 42 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.833895E+01, 5.215698E+02, 1.470225E+03, 2.698004E+03, 4.151660E+03, 5.800430E+03, 7.623859E+03, 9.608018E+03, 1.174446E+04, 1.403002E+04, 1.646669E+04, 1.906130E+04, 2.182506E+04, 2.477306E+04, 2.792375E+04, 3.129860E+04, 3.492173E+04, 3.881980E+04, 4.302186E+04, 4.755936E+04, 5.246625E+04, 5.777904E+04, 6.353701E+04, 6.978241E+04, 7.656065E+04, 8.392059E+04, 9.191479E+04, 1.005998E+05, 1.100366E+05, 1.202907E+05, 1.314327E+05, 1.435385E+05, 1.566899E+05, 1.709748E+05, 1.864880E+05, 2.033310E+05, 2.216132E+05, 2.414522E+05, 2.629740E+05, 2.863142E+05, 3.116180E+05, 3.390414E+05, 3.687514E+05, 4.009272E+05, 4.357604E+05, 4.734566E+05, 5.142353E+05, 5.583315E+05, 6.059965E+05, 6.574988E+05, 7.131249E+05, 7.731811E+05, 8.379939E+05, 9.079117E+05, 9.833059E+05, 1.064572E+06, 1.152132E+06, 1.246435E+06, 1.347958E+06, 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5.319899E+10, 5.492395E+10, 5.669948E+10, 5.852692E+10, 6.040761E+10, 6.234294E+10, 6.433435E+10, 6.638327E+10, 6.849119E+10, 7.065964E+10, 7.289016E+10, 7.518435E+10, 7.754382E+10, 7.997026E+10, 8.246534E+10, 8.503080E+10, 8.766843E+10, 9.038004E+10, 9.316748E+10, 9.603265E+10, 9.897749E+10, 1.020040E+11, 1.051141E+11, 1.083100E+11, 1.115938E+11, 1.149675E+11, 1.184335E+11, 1.219940E+11, 1.256512E+11, 1.294076E+11, 1.332654E+11, 1.372273E+11, 1.412957E+11, 1.454731E+11, 1.497622E+11, 1.541656E+11, 1.586860E+11, 1.633263E+11, 1.680893E+11, 1.729778E+11, 1.779949E+11, 1.831436E+11, 1.884269E+11, 1.938480E+11, 1.994100E+11, 2.051164E+11, 2.109704E+11, 2.169755E+11, 2.231351E+11, 2.294528E+11, 2.359321E+11, 2.425770E+11, 2.493909E+11, 2.563780E+11, 2.635420E+11, 2.708870E+11, 2.784170E+11, 2.861363E+11, 2.940491E+11, 3.021597E+11, 3.104726E+11, 3.189922E+11, 3.277231E+11, 3.366701E+11, 3.458379E+11, 3.552314E+11, 3.648556E+11, 3.747155E+11, 3.848163E+11, 3.951632E+11, 4.057616E+11, 4.166171E+11, 4.277350E+11, 4.391212E+11, 4.507814E+11, 4.627215E+11, 4.749476E+11, 4.874656E+11, 5.002819E+11, 5.134029E+11, 5.268350E+11, 5.405847E+11, 5.546589E+11, 5.690643E+11, 5.838079E+11, 5.988969E+11, 6.143385E+11, 6.301399E+11, 6.463088E+11, 6.628528E+11, 6.797795E+11, 6.970971E+11, 7.148135E+11, 7.329369E+11, 7.514757E+11, 7.704385E+11, 7.898338E+11, 8.096705E+11, 8.299576E+11, 8.507043E+11, 8.719197E+11, 8.936135E+11, 9.157953E+11, 9.384748E+11, 9.616620E+11, 9.853672E+11, 1.009601E+12, 1.034373E+12, 1.059694E+12, 1.085576E+12, 1.112030E+12, 1.139066E+12, 1.166697E+12, 1.194933E+12, 1.223788E+12, 1.253272E+12, 1.283398E+12, 1.314179E+12, 1.345627E+12, 1.377756E+12, 1.410578E+12, 1.444107E+12, 1.478357E+12, 1.513341E+12, 1.549073E+12, 1.585568E+12, 1.622841E+12, 1.660905E+12, 1.699777E+12, 1.739471E+12, 1.780003E+12, 1.821388E+12, 1.863644E+12, 1.906786E+12, 1.950831E+12, 1.995795E+12, 2.041697E+12, 2.088553E+12, 2.136381E+12, 2.185199E+12, 2.235026E+12, 2.285880E+12, 2.337779E+12, 2.390744E+12, 2.444794E+12, 2.499949E+12, 2.556229E+12, 2.613654E+12, 2.672245E+12, 2.732023E+12, 2.793011E+12, 2.855229E+12, 2.918701E+12, 2.983448E+12, 3.049493E+12, 3.116860E+12, 3.185573E+12, 3.255655E+12, 3.327132E+12, 3.400026E+12, 3.474365E+12, 3.550173E+12, 3.627476E+12, 3.706301E+12, 3.786675E+12, 3.868624E+12, 3.952177E+12, 4.037361E+12, 4.124205E+12, 4.212738E+12, 4.302988E+12, 4.394988E+12, 4.488765E+12, 4.584351E+12, 4.681777E+12, 4.781076E+12, 4.882278E+12, 4.985417E+12, 5.090526E+12, 5.197638E+12, 5.306788E+12, 5.418010E+12, 5.531340E+12, 5.646813E+12, 5.764465E+12, 5.884334E+12, 6.006456E+12, 6.130869E+12, 6.257612E+12, 6.386724E+12, 6.518244E+12, 6.652213E+12, 6.788672E+12, 6.927661E+12, 7.069222E+12, 7.213400E+12, 7.360235E+12, 7.509773E+12, 7.662058E+12, 7.817134E+12, 7.975049E+12, 8.135847E+12, 8.299577E+12, 8.466285E+12, 8.636021E+12, 8.808834E+12, 8.984773E+12, 9.163890E+12, 9.346234E+12, 9.531859E+12, 9.720817E+12, 9.913162E+12, 1.010895E+13, 1.030823E+13, 1.051106E+13, 1.071751E+13, 1.092761E+13, 1.114145E+13, 1.135906E+13, 1.158052E+13, 1.180588E+13, 1.203521E+13, 1.226856E+13, 1.250601E+13, 1.274761E+13, 1.299343E+13, 1.324354E+13, 1.349800E+13, 1.375687E+13, ]) # ============================ M = 43, I = 1 ============================ M = 43 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.019023E+01, 9.561321E+01, 1.905575E+02, 2.855194E+02, 3.807312E+02, 4.770979E+02, 5.762325E+02, 6.800507E+02, 7.904511E+02, 9.092268E+02, 1.038110E+03, 1.178855E+03, 1.333315E+03, 1.503500E+03, 1.691625E+03, 1.900143E+03, 2.131777E+03, 2.389548E+03, 2.676807E+03, 2.997269E+03, 3.355046E+03, 3.754690E+03, 4.201235E+03, 4.700242E+03, 5.257858E+03, 5.880866E+03, 6.576750E+03, 7.353758E+03, 8.220981E+03, 9.188420E+03, 1.026708E+04, 1.146907E+04, 1.280766E+04, 1.429743E+04, 1.595438E+04, 1.779603E+04, 1.984156E+04, 2.211195E+04, 2.463017E+04, 2.742126E+04, 3.051260E+04, 3.393403E+04, 3.771811E+04, 4.190026E+04, 4.651907E+04, 5.161651E+04, 5.723822E+04, 6.343373E+04, 7.025689E+04, 7.776607E+04, 8.602455E+04, 9.510094E+04, 1.050695E+05, 1.160107E+05, 1.280114E+05, 1.411657E+05, 1.555751E+05, 1.713493E+05, 1.886068E+05, 2.074750E+05, 2.280919E+05, 2.506055E+05, 2.751758E+05, 3.019746E+05, 3.311868E+05, 3.630116E+05, 3.976627E+05, 4.353696E+05, 4.763792E+05, 5.209562E+05, 5.693846E+05, 6.219689E+05, 6.790356E+05, 7.409346E+05, 8.080402E+05, 8.807536E+05, 9.595037E+05, 1.044750E+06, 1.136981E+06, 1.236724E+06, 1.344538E+06, 1.461020E+06, 1.586810E+06, 1.722588E+06, 1.869082E+06, 2.027066E+06, 2.197367E+06, 2.380863E+06, 2.578493E+06, 2.791254E+06, 3.020208E+06, 3.266485E+06, 3.531286E+06, 3.815891E+06, 4.121656E+06, 4.450024E+06, 4.802529E+06, 5.180797E+06, 5.586557E+06, 6.021641E+06, 6.487992E+06, 6.987676E+06, 7.522876E+06, 8.095911E+06, 8.709234E+06, 9.365447E+06, 1.006730E+07, 1.081772E+07, 1.161977E+07, 1.247673E+07, 1.339205E+07, 1.436937E+07, 1.541256E+07, 1.652569E+07, 1.771307E+07, 1.897925E+07, 2.032903E+07, 2.176748E+07, 2.329997E+07, 2.493213E+07, 2.666992E+07, 2.851963E+07, 3.048788E+07, 3.258165E+07, 3.480830E+07, 3.717559E+07, 3.969166E+07, 4.236515E+07, 4.520506E+07, 4.822098E+07, 5.142287E+07, 5.482133E+07, 5.842742E+07, 6.225283E+07, 6.630982E+07, 7.061126E+07, 7.517074E+07, 8.000247E+07, 8.512140E+07, 9.054326E+07, 9.628450E+07, 1.023625E+08, 1.087953E+08, 1.156020E+08, 1.228027E+08, 1.304184E+08, 1.384709E+08, 1.469834E+08, 1.559800E+08, 1.654861E+08, 1.755283E+08, 1.861342E+08, 1.973332E+08, 2.091557E+08, 2.216336E+08, 2.348004E+08, 2.486912E+08, 2.633424E+08, 2.787925E+08, 2.950814E+08, 3.122513E+08, 3.303459E+08, 3.494111E+08, 3.694947E+08, 3.906469E+08, 4.129200E+08, 4.363686E+08, 4.610501E+08, 4.870239E+08, 5.143523E+08, 5.431006E+08, 5.733364E+08, 6.051307E+08, 6.385574E+08, 6.736941E+08, 7.106207E+08, 7.494215E+08, 7.901841E+08, 8.330000E+08, 8.779638E+08, 9.251753E+08, 9.747378E+08, 1.026759E+09, 1.081352E+09, 1.138633E+09, 1.198723E+09, 1.261752E+09, 1.327849E+09, 1.397153E+09, 1.469807E+09, 1.545961E+09, 1.625769E+09, 1.709394E+09, 1.797002E+09, 1.888771E+09, 1.984879E+09, 2.085518E+09, 2.190883E+09, 2.301180E+09, 2.416621E+09, 2.537426E+09, 2.663826E+09, 2.796059E+09, 2.934372E+09, 3.079024E+09, 3.230283E+09, 3.388426E+09, 3.553740E+09, 3.726528E+09, 3.907100E+09, 4.095777E+09, 4.292897E+09, 4.498806E+09, 4.713866E+09, 4.938452E+09, 5.172952E+09, 5.417769E+09, 5.673321E+09, 5.940043E+09, 6.218385E+09, 6.508810E+09, 6.811806E+09, 7.127870E+09, 7.457523E+09, 7.801304E+09, 8.159774E+09, 8.533505E+09, 8.923095E+09, 9.329170E+09, 9.752371E+09, 1.019336E+10, 1.065283E+10, 1.113149E+10, 1.163009E+10, 1.214938E+10, 1.269016E+10, 1.325324E+10, 1.383948E+10, 1.444975E+10, 1.508497E+10, 1.574606E+10, 1.643400E+10, 1.714980E+10, 1.789449E+10, 1.866915E+10, 1.947489E+10, 2.031287E+10, 2.118426E+10, 2.209029E+10, 2.303225E+10, 2.401143E+10, 2.502919E+10, 2.608694E+10, 2.718611E+10, 2.832822E+10, 2.951479E+10, 3.074743E+10, 3.202779E+10, 3.335757E+10, 3.473852E+10, 3.617246E+10, 3.766127E+10, 3.920687E+10, 4.081127E+10, 4.247652E+10, 4.420476E+10, 4.599817E+10, 4.785904E+10, 4.978968E+10, 5.179251E+10, 5.387003E+10, 5.602478E+10, 5.825944E+10, 6.057672E+10, 6.297943E+10, 6.547048E+10, 6.805287E+10, 7.072970E+10, 7.350411E+10, 7.637941E+10, 7.935896E+10, 8.244630E+10, 8.564494E+10, 8.895862E+10, 9.239117E+10, 9.594650E+10, 9.962864E+10, 1.034418E+11, 1.073902E+11, 1.114784E+11, 1.157108E+11, 1.200922E+11, 1.246274E+11, 1.293214E+11, 1.341793E+11, 1.392063E+11, 1.444080E+11, 1.497898E+11, 1.553576E+11, 1.611172E+11, 1.670748E+11, 1.732367E+11, 1.796092E+11, 1.861990E+11, 1.930130E+11, 2.000582E+11, 2.073417E+11, 2.148711E+11, 2.226540E+11, 2.306983E+11, 2.390120E+11, 2.476035E+11, 2.564813E+11, 2.656542E+11, 2.751313E+11, 2.849218E+11, 2.950353E+11, 3.054816E+11, 3.162709E+11, 3.274135E+11, 3.389200E+11, 3.508015E+11, 3.630691E+11, 3.757344E+11, 3.888094E+11, 4.023063E+11, 4.162377E+11, 4.306162E+11, 4.454552E+11, 4.607684E+11, 4.765695E+11, 4.928732E+11, 5.096940E+11, 5.270471E+11, 5.449479E+11, 5.634124E+11, 5.824570E+11, 6.020985E+11, 6.223540E+11, 6.432416E+11, 6.647790E+11, 6.869850E+11, 7.098788E+11, 7.334801E+11, 7.578088E+11, 7.828858E+11, 8.087321E+11, 8.353699E+11, 8.628209E+11, 8.911084E+11, 9.202560E+11, 9.502874E+11, 9.812275E+11, 1.013102E+12, 1.045936E+12, 1.079757E+12, 1.114592E+12, 1.150469E+12, 1.187417E+12, 1.225465E+12, 1.264644E+12, 1.304984E+12, 1.346518E+12, 1.389276E+12, 1.433294E+12, 1.478606E+12, 1.525245E+12, 1.573249E+12, 1.622653E+12, 1.673496E+12, 1.725817E+12, 1.779654E+12, 1.835048E+12, 1.892042E+12, 1.950676E+12, 2.010996E+12, 2.073045E+12, 2.136870E+12, 2.202516E+12, 2.270033E+12, 2.339469E+12, 2.410874E+12, 2.484300E+12, 2.559801E+12, 2.637428E+12, 2.717239E+12, 2.799290E+12, 2.883637E+12, 2.970342E+12, 3.059464E+12, 3.151066E+12, 3.245211E+12, 3.341964E+12, 3.441393E+12, 3.543563E+12, 3.648548E+12, 3.756417E+12, 3.867242E+12, 3.981101E+12, 4.098067E+12, 4.218220E+12, 4.341641E+12, 4.468410E+12, 4.598611E+12, 4.732331E+12, 4.869656E+12, 5.010677E+12, 5.155485E+12, 5.304173E+12, 5.456839E+12, 5.613580E+12, 5.774494E+12, 5.939688E+12, 6.109263E+12, 6.283328E+12, 6.461993E+12, 6.645369E+12, 6.833569E+12, 7.026713E+12, 7.224920E+12, 7.428310E+12, 7.637012E+12, 7.851152E+12, 8.070857E+12, 8.296265E+12, 8.527514E+12, 8.764739E+12, 9.008081E+12, 9.257693E+12, 9.513717E+12, 9.776309E+12, 1.004562E+13, 1.032181E+13, 1.060505E+13, 1.089549E+13, 1.119331E+13, 1.149868E+13, 1.181177E+13, 1.213277E+13, 1.246187E+13, 1.279924E+13, 1.314508E+13, 1.349958E+13, 1.386296E+13, 1.423540E+13, 1.461712E+13, 1.500834E+13, 1.540927E+13, 1.582012E+13, 1.624115E+13, 1.667256E+13, 1.711460E+13, 1.756750E+13, 1.803153E+13, 1.850692E+13, 1.899393E+13, 1.949283E+13, 2.000389E+13, 2.052737E+13, 2.106355E+13, 2.161272E+13, 2.217518E+13, 2.275120E+13, 2.334110E+13, 2.394520E+13, 2.456379E+13, 2.519720E+13, 2.584575E+13, 2.650980E+13, 2.718966E+13, 2.788570E+13, 2.859826E+13, 2.932771E+13, 3.007441E+13, 3.083875E+13, 3.162110E+13, 3.242186E+13, 3.324142E+13, 3.408021E+13, 3.493862E+13, 3.581708E+13, 3.671603E+13, 3.763591E+13, 3.857716E+13, 3.954024E+13, 4.052562E+13, 4.153378E+13, 4.256520E+13, 4.362038E+13, 4.469980E+13, 4.580402E+13, 4.693353E+13, 4.808888E+13, 4.927058E+13, 5.047924E+13, 5.171540E+13, 5.297962E+13, 5.427252E+13, 5.559467E+13, 5.694670E+13, 5.832924E+13, ]) # ============================ M = 44, I = 1 ============================ M = 44 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.957405E+01, 2.768649E+02, 5.517776E+02, 8.267913E+02, 1.102515E+03, 1.381401E+03, 1.667911E+03, 1.967412E+03, 2.285214E+03, 2.626252E+03, 2.995132E+03, 3.396322E+03, 3.834331E+03, 4.313853E+03, 4.839879E+03, 5.417772E+03, 6.053328E+03, 6.752832E+03, 7.523099E+03, 8.371521E+03, 9.306112E+03, 1.033556E+04, 1.146926E+04, 1.271739E+04, 1.409096E+04, 1.560183E+04, 1.726286E+04, 1.908788E+04, 2.109181E+04, 2.329074E+04, 2.570198E+04, 2.834415E+04, 3.123728E+04, 3.440289E+04, 3.786408E+04, 4.164564E+04, 4.577416E+04, 5.027811E+04, 5.518802E+04, 6.053654E+04, 6.635860E+04, 7.269156E+04, 7.957533E+04, 8.705251E+04, 9.516859E+04, 1.039721E+05, 1.135147E+05, 1.238517E+05, 1.350416E+05, 1.471470E+05, 1.602343E+05, 1.743744E+05, 1.896423E+05, 2.061180E+05, 2.238862E+05, 2.430370E+05, 2.636660E+05, 2.858744E+05, 3.097697E+05, 3.354657E+05, 3.630830E+05, 3.927493E+05, 4.245997E+05, 4.587771E+05, 4.954327E+05, 5.347264E+05, 5.768269E+05, 6.219129E+05, 6.701725E+05, 7.218048E+05, 7.770194E+05, 8.360379E+05, 8.990936E+05, 9.664325E+05, 1.038314E+06, 1.115011E+06, 1.196811E+06, 1.284017E+06, 1.376948E+06, 1.475938E+06, 1.581340E+06, 1.693525E+06, 1.812883E+06, 1.939822E+06, 2.074773E+06, 2.218187E+06, 2.370538E+06, 2.532324E+06, 2.704066E+06, 2.886312E+06, 3.079637E+06, 3.284641E+06, 3.501956E+06, 3.732244E+06, 3.976195E+06, 4.234535E+06, 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3.020062E+09, 3.126561E+09, 3.236468E+09, 3.349882E+09, 3.466902E+09, 3.587633E+09, 3.712179E+09, 3.840649E+09, 3.973154E+09, 4.109809E+09, 4.250729E+09, 4.396034E+09, 4.545848E+09, 4.700295E+09, 4.859505E+09, 5.023609E+09, 5.192743E+09, 5.367046E+09, 5.546658E+09, 5.731727E+09, 5.922399E+09, 6.118829E+09, 6.321172E+09, 6.529588E+09, 6.744242E+09, 6.965299E+09, 7.192934E+09, 7.427320E+09, 7.668640E+09, 7.917075E+09, 8.172816E+09, 8.436055E+09, 8.706989E+09, 8.985822E+09, 9.272759E+09, 9.568013E+09, 9.871800E+09, 1.018434E+10, 1.050587E+10, 1.083660E+10, 1.117679E+10, 1.152667E+10, 1.188649E+10, 1.225651E+10, 1.263698E+10, 1.302818E+10, 1.343036E+10, 1.384382E+10, 1.426883E+10, 1.470568E+10, 1.515467E+10, 1.561611E+10, 1.609030E+10, 1.657756E+10, 1.707821E+10, 1.759258E+10, 1.812102E+10, 1.866387E+10, 1.922148E+10, 1.979421E+10, 2.038243E+10, 2.098652E+10, 2.160686E+10, 2.224384E+10, 2.289787E+10, 2.356936E+10, 2.425871E+10, 2.496637E+10, 2.569277E+10, 2.643836E+10, 2.720358E+10, 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1.787634E+11, 1.831100E+11, 1.875524E+11, 1.920927E+11, 1.967327E+11, 2.014745E+11, 2.063200E+11, 2.112713E+11, 2.163304E+11, 2.214995E+11, 2.267807E+11, 2.321762E+11, 2.376882E+11, 2.433190E+11, 2.490709E+11, 2.549462E+11, 2.609473E+11, 2.670766E+11, 2.733366E+11, 2.797298E+11, 2.862587E+11, 2.929259E+11, 2.997340E+11, 3.066858E+11, 3.137839E+11, 3.210312E+11, 3.284303E+11, 3.359843E+11, 3.436959E+11, 3.515682E+11, 3.596042E+11, 3.678069E+11, 3.761794E+11, 3.847249E+11, 3.934465E+11, 4.023477E+11, 4.114316E+11, 4.207017E+11, 4.301613E+11, 4.398140E+11, 4.496633E+11, 4.597128E+11, 4.699661E+11, 4.804270E+11, 4.910993E+11, 5.019867E+11, 5.130932E+11, 5.244227E+11, 5.359792E+11, 5.477669E+11, 5.597899E+11, 5.720524E+11, 5.845587E+11, 5.973132E+11, 6.103202E+11, 6.235843E+11, 6.371100E+11, 6.509020E+11, 6.649650E+11, 6.793037E+11, 6.939231E+11, 7.088280E+11, 7.240234E+11, 7.395145E+11, 7.553064E+11, 7.714044E+11, 7.878137E+11, 8.045398E+11, 8.215883E+11, 8.389646E+11, 8.566744E+11, 8.747235E+11, 8.931178E+11, 9.118630E+11, 9.309654E+11, 9.504309E+11, 9.702658E+11, 9.904763E+11, 1.011069E+12, 1.032050E+12, 1.053426E+12, 1.075204E+12, 1.097391E+12, 1.119993E+12, 1.143018E+12, 1.166472E+12, 1.190363E+12, 1.214698E+12, 1.239485E+12, 1.264730E+12, 1.290442E+12, 1.316629E+12, 1.343298E+12, 1.370457E+12, 1.398114E+12, 1.426278E+12, 1.454957E+12, 1.484158E+12, 1.513892E+12, 1.544167E+12, 1.574991E+12, 1.606373E+12, 1.638322E+12, 1.670849E+12, 1.703961E+12, 1.737669E+12, 1.771982E+12, 1.806909E+12, 1.842462E+12, 1.878649E+12, 1.915481E+12, 1.952969E+12, 1.991122E+12, 2.029951E+12, 2.069468E+12, 2.109683E+12, 2.150607E+12, 2.192251E+12, 2.234627E+12, 2.277746E+12, 2.321620E+12, ]) # ============================ M = 44, I = 2 ============================ M = 44 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.026303E+01, 1.900656E+02, 3.788324E+02, 5.676716E+02, 7.570116E+02, 9.485597E+02, 1.145410E+03, 1.351269E+03, 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1.201430E+09, 1.246813E+09, 1.293759E+09, 1.342315E+09, 1.392532E+09, 1.444462E+09, 1.498157E+09, 1.553671E+09, 1.611061E+09, 1.670383E+09, 1.731696E+09, 1.795062E+09, 1.860541E+09, 1.928198E+09, 1.998098E+09, 2.070308E+09, 2.144898E+09, 2.221939E+09, 2.301503E+09, 2.383666E+09, 2.468503E+09, 2.556094E+09, 2.646519E+09, 2.739863E+09, 2.836209E+09, 2.935645E+09, 3.038261E+09, 3.144150E+09, 3.253404E+09, 3.366122E+09, 3.482403E+09, 3.602349E+09, 3.726063E+09, 3.853654E+09, 3.985232E+09, 4.120908E+09, 4.260800E+09, 4.405024E+09, 4.553704E+09, 4.706963E+09, 4.864930E+09, 5.027734E+09, 5.195511E+09, 5.368398E+09, 5.546536E+09, 5.730069E+09, 5.919146E+09, 6.113917E+09, 6.314539E+09, 6.521171E+09, 6.733976E+09, 6.953120E+09, 7.178775E+09, 7.411116E+09, 7.650323E+09, 7.896580E+09, 8.150074E+09, 8.411000E+09, 8.679553E+09, 8.955936E+09, 9.240356E+09, 9.533026E+09, 9.834161E+09, 1.014398E+10, 1.046272E+10, 1.079061E+10, 1.112788E+10, 1.147478E+10, 1.183155E+10, 1.219846E+10, 1.257577E+10, 1.296374E+10, 1.336264E+10, 1.377275E+10, 1.419437E+10, 1.462778E+10, 1.507328E+10, 1.553117E+10, 1.600178E+10, 1.648541E+10, 1.698241E+10, 1.749310E+10, 1.801782E+10, 1.855692E+10, 1.911077E+10, 1.967972E+10, 2.026416E+10, 2.086446E+10, 2.148102E+10, 2.211423E+10, 2.276450E+10, 2.343226E+10, 2.411791E+10, 2.482191E+10, 2.554470E+10, 2.628673E+10, 2.704847E+10, 2.783039E+10, 2.863298E+10, 2.945673E+10, 3.030215E+10, 3.116976E+10, 3.206009E+10, 3.297367E+10, 3.391106E+10, 3.487282E+10, 3.585954E+10, 3.687178E+10, 3.791016E+10, 3.897529E+10, 4.006779E+10, 4.118831E+10, 4.233748E+10, 4.351600E+10, 4.472452E+10, 4.596374E+10, 4.723438E+10, 4.853716E+10, 4.987281E+10, 5.124210E+10, 5.264578E+10, 5.408465E+10, 5.555950E+10, 5.707115E+10, 5.862045E+10, 6.020823E+10, 6.183537E+10, 6.350276E+10, 6.521130E+10, 6.696190E+10, 6.875553E+10, 7.059313E+10, 7.247569E+10, 7.440420E+10, 7.637968E+10, 7.840319E+10, 8.047577E+10, 8.259850E+10, 8.477250E+10, 8.699889E+10, 8.927882E+10, 9.161345E+10, 9.400398E+10, 9.645164E+10, 9.895764E+10, 1.015233E+11, 1.041498E+11, 1.068386E+11, 1.095910E+11, 1.124082E+11, 1.152919E+11, 1.182432E+11, 1.212638E+11, 1.243551E+11, 1.275185E+11, 1.307557E+11, 1.340681E+11, 1.374574E+11, 1.409252E+11, 1.444732E+11, 1.481030E+11, 1.518163E+11, 1.556149E+11, 1.595007E+11, 1.634753E+11, 1.675407E+11, 1.716987E+11, 1.759513E+11, 1.803004E+11, 1.847481E+11, 1.892963E+11, 1.939471E+11, 1.987026E+11, 2.035650E+11, 2.085364E+11, 2.136192E+11, 2.188155E+11, 2.241277E+11, 2.295580E+11, 2.351090E+11, 2.407831E+11, 2.465827E+11, 2.525103E+11, 2.585686E+11, 2.647602E+11, 2.710877E+11, 2.775539E+11, 2.841614E+11, 2.909133E+11, 2.978122E+11, 3.048612E+11, 3.120632E+11, 3.194212E+11, 3.269383E+11, 3.346176E+11, 3.424624E+11, 3.504759E+11, 3.586613E+11, 3.670222E+11, 3.755617E+11, 3.842836E+11, 3.931912E+11, 4.022883E+11, 4.115785E+11, 4.210655E+11, 4.307531E+11, 4.406452E+11, 4.507457E+11, 4.610586E+11, 4.715881E+11, 4.823382E+11, 4.933131E+11, 5.045172E+11, 5.159548E+11, 5.276304E+11, 5.395485E+11, 5.517136E+11, 5.641304E+11, 5.768037E+11, 5.897383E+11, 6.029392E+11, 6.164112E+11, 6.301596E+11, 6.441895E+11, 6.585061E+11, 6.731147E+11, 6.880209E+11, 7.032301E+11, 7.187480E+11, 7.345803E+11, 7.507327E+11, 7.672113E+11, 7.840220E+11, 8.011708E+11, 8.186641E+11, 8.365082E+11, 8.547094E+11, 8.732742E+11, 8.922094E+11, 9.115216E+11, 9.312178E+11, 9.513048E+11, 9.717897E+11, 9.926798E+11, 1.013982E+12, 1.035705E+12, 1.057855E+12, 1.080440E+12, 1.103468E+12, 1.126947E+12, 1.150884E+12, 1.175289E+12, 1.200170E+12, 1.225534E+12, 1.251390E+12, 1.277748E+12, 1.304616E+12, 1.332004E+12, 1.359919E+12, 1.388372E+12, 1.417372E+12, 1.446929E+12, 1.477052E+12, 1.507751E+12, 1.539037E+12, 1.570920E+12, 1.603409E+12, 1.636516E+12, 1.670251E+12, 1.704626E+12, 1.739650E+12, 1.775337E+12, 1.811696E+12, 1.848739E+12, 1.886479E+12, 1.924927E+12, 1.964096E+12, 2.003997E+12, 2.044644E+12, 2.086048E+12, ]) # ============================ M = 44, I = 3 ============================ M = 44 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 5.937615E+01, 5.560198E+02, 1.108144E+03, 1.660489E+03, 2.214312E+03, 2.774612E+03, 3.350443E+03, 3.952654E+03, 4.591965E+03, 5.278322E+03, 6.021016E+03, 6.829062E+03, 7.711560E+03, 8.678000E+03, 9.738469E+03, 1.090382E+04, 1.218578E+04, 1.359707E+04, 1.515151E+04, 1.686408E+04, 1.875102E+04, 2.082995E+04, 2.311995E+04, 2.564168E+04, 2.841748E+04, 3.147148E+04, 3.482979E+04, 3.852053E+04, 4.257408E+04, 4.702317E+04, 5.190303E+04, 5.725162E+04, 6.310974E+04, 6.952125E+04, 7.653328E+04, 8.419642E+04, 9.256494E+04, 1.016970E+05, 1.116550E+05, 1.225057E+05, 1.343206E+05, 1.471761E+05, 1.611539E+05, 1.763413E+05, 1.928316E+05, 2.107242E+05, 2.301255E+05, 2.511484E+05, 2.739137E+05, 2.985497E+05, 3.251934E+05, 3.539902E+05, 3.850949E+05, 4.186722E+05, 4.548968E+05, 4.939545E+05, 5.360427E+05, 5.813705E+05, 6.301600E+05, 6.826467E+05, 7.390801E+05, 7.997247E+05, 8.648604E+05, 9.347837E+05, 1.009808E+06, 1.090266E+06, 1.176509E+06, 1.268906E+06, 1.367851E+06, 1.473758E+06, 1.587064E+06, 1.708230E+06, 1.837744E+06, 1.976120E+06, 2.123899E+06, 2.281654E+06, 2.449986E+06, 2.629530E+06, 2.820954E+06, 3.024961E+06, 3.242292E+06, 3.473725E+06, 3.720081E+06, 3.982222E+06, 4.261053E+06, 4.557527E+06, 4.872644E+06, 5.207456E+06, 5.563066E+06, 5.940633E+06, 6.341374E+06, 6.766565E+06, 7.217544E+06, 7.695716E+06, 8.202552E+06, 8.739595E+06, 9.308464E+06, 9.910850E+06, 1.054853E+07, 1.122336E+07, 1.193729E+07, 1.269235E+07, 1.349067E+07, 1.433449E+07, 1.522613E+07, 1.616803E+07, 1.716274E+07, 1.821293E+07, 1.932138E+07, 2.049100E+07, 2.172482E+07, 2.302602E+07, 2.439791E+07, 2.584396E+07, 2.736777E+07, 2.897311E+07, 3.066390E+07, 3.244426E+07, 3.431844E+07, 3.629091E+07, 3.836632E+07, 4.054951E+07, 4.284552E+07, 4.525961E+07, 4.779726E+07, 5.046416E+07, 5.326627E+07, 5.620976E+07, 5.930107E+07, 6.254689E+07, 6.595420E+07, 6.953025E+07, 7.328258E+07, 7.721902E+07, 8.134775E+07, 8.567723E+07, 9.021629E+07, 9.497408E+07, 9.996012E+07, 1.051843E+08, 1.106569E+08, 1.163886E+08, 1.223905E+08, 1.286740E+08, 1.352512E+08, 1.421344E+08, 1.493364E+08, 1.568708E+08, 1.647512E+08, 1.729921E+08, 1.816084E+08, 1.906155E+08, 2.000295E+08, 2.098670E+08, 2.201453E+08, 2.308821E+08, 2.420960E+08, 2.538062E+08, 2.660326E+08, 2.787956E+08, 2.921168E+08, 3.060180E+08, 3.205223E+08, 3.356532E+08, 3.514354E+08, 3.678941E+08, 3.850556E+08, 4.029470E+08, 4.215966E+08, 4.410334E+08, 4.612874E+08, 4.823898E+08, 5.043729E+08, 5.272698E+08, 5.511149E+08, 5.759440E+08, 6.017936E+08, 6.287020E+08, 6.567083E+08, 6.858531E+08, 7.161785E+08, 7.477276E+08, 7.805454E+08, 8.146780E+08, 8.501731E+08, 8.870802E+08, 9.254501E+08, 9.653354E+08, 1.006790E+09, 1.049871E+09, 1.094635E+09, 1.141143E+09, 1.189455E+09, 1.239635E+09, 1.291749E+09, 1.345865E+09, 1.402052E+09, 1.460382E+09, 1.520929E+09, 1.583770E+09, 1.648983E+09, 1.716651E+09, 1.786856E+09, 1.859685E+09, 1.935228E+09, 2.013575E+09, 2.094822E+09, 2.179065E+09, 2.266406E+09, 2.356948E+09, 2.450797E+09, 2.548063E+09, 2.648859E+09, 2.753301E+09, 2.861509E+09, 2.973606E+09, 3.089720E+09, 3.209982E+09, 3.334525E+09, 3.463488E+09, 3.597015E+09, 3.735251E+09, 3.878347E+09, 4.026460E+09, 4.179748E+09, 4.338376E+09, 4.502514E+09, 4.672335E+09, 4.848018E+09, 5.029747E+09, 5.217711E+09, 5.412106E+09, 5.613130E+09, 5.820989E+09, 6.035896E+09, 6.258067E+09, 6.487726E+09, 6.725101E+09, 6.970430E+09, 7.223954E+09, 7.485923E+09, 7.756592E+09, 8.036225E+09, 8.325092E+09, 8.623469E+09, 8.931643E+09, 9.249905E+09, 9.578557E+09, 9.917907E+09, 1.026827E+10, 1.062998E+10, 1.100336E+10, 1.138876E+10, 1.178653E+10, 1.219703E+10, 1.262063E+10, 1.305772E+10, 1.350868E+10, 1.397392E+10, 1.445384E+10, 1.494888E+10, 1.545945E+10, 1.598602E+10, 1.652903E+10, 1.708895E+10, 1.766626E+10, 1.826146E+10, 1.887504E+10, 1.950754E+10, 2.015946E+10, 2.083137E+10, 2.152382E+10, 2.223739E+10, 2.297265E+10, 2.373021E+10, 2.451069E+10, 2.531472E+10, 2.614295E+10, 2.699604E+10, 2.787466E+10, 2.877953E+10, 2.971136E+10, 3.067086E+10, 3.165881E+10, 3.267596E+10, 3.372310E+10, 3.480104E+10, 3.591060E+10, 3.705264E+10, 3.822802E+10, 3.943762E+10, 4.068236E+10, 4.196316E+10, 4.328099E+10, 4.463682E+10, 4.603164E+10, 4.746648E+10, 4.894240E+10, 5.046046E+10, 5.202175E+10, 5.362742E+10, 5.527860E+10, 5.697647E+10, 5.872224E+10, 6.051715E+10, 6.236245E+10, 6.425944E+10, 6.620944E+10, 6.821380E+10, 7.027391E+10, 7.239118E+10, 7.456707E+10, 7.680305E+10, 7.910064E+10, 8.146139E+10, 8.388688E+10, 8.637875E+10, 8.893864E+10, 9.156826E+10, 9.426934E+10, 9.704366E+10, 9.989302E+10, 1.028193E+11, 1.058244E+11, 1.089102E+11, 1.120787E+11, 1.153320E+11, 1.186721E+11, 1.221011E+11, 1.256213E+11, 1.292348E+11, 1.329438E+11, 1.367507E+11, 1.406579E+11, 1.446678E+11, 1.487828E+11, 1.530054E+11, 1.573383E+11, 1.617840E+11, 1.663453E+11, 1.710249E+11, 1.758256E+11, 1.807502E+11, 1.858018E+11, 1.909832E+11, 1.962976E+11, 2.017480E+11, 2.073377E+11, 2.130699E+11, 2.189479E+11, 2.249752E+11, 2.311551E+11, 2.374913E+11, 2.439873E+11, 2.506468E+11, 2.574737E+11, 2.644717E+11, 2.716447E+11, 2.789969E+11, 2.865322E+11, 2.942549E+11, 3.021692E+11, 3.102794E+11, 3.185901E+11, 3.271057E+11, 3.358309E+11, 3.447704E+11, 3.539290E+11, 3.633116E+11, 3.729232E+11, 3.827691E+11, 3.928543E+11, 4.031842E+11, 4.137643E+11, 4.246001E+11, 4.356973E+11, 4.470616E+11, 4.586990E+11, 4.706154E+11, 4.828170E+11, 4.953100E+11, 5.081007E+11, 5.211958E+11, 5.346018E+11, 5.483256E+11, 5.623739E+11, 5.767538E+11, 5.914726E+11, 6.065374E+11, 6.219558E+11, 6.377354E+11, 6.538840E+11, 6.704094E+11, 6.873197E+11, 7.046230E+11, 7.223279E+11, 7.404428E+11, 7.589765E+11, 7.779377E+11, 7.973356E+11, 8.171794E+11, 8.374784E+11, 8.582422E+11, 8.794806E+11, 9.012036E+11, 9.234212E+11, 9.461439E+11, 9.693820E+11, 9.931464E+11, 1.017448E+12, 1.042298E+12, 1.067708E+12, 1.093688E+12, 1.120252E+12, 1.147411E+12, 1.175177E+12, 1.203562E+12, 1.232580E+12, 1.262244E+12, 1.292565E+12, 1.323559E+12, 1.355238E+12, 1.387616E+12, 1.420708E+12, 1.454528E+12, 1.489090E+12, 1.524410E+12, 1.560504E+12, 1.597385E+12, 1.635071E+12, 1.673577E+12, 1.712919E+12, 1.753115E+12, 1.794182E+12, 1.836136E+12, 1.878995E+12, 1.922777E+12, 1.967501E+12, 2.013185E+12, 2.059847E+12, 2.107508E+12, 2.156186E+12, 2.205903E+12, 2.256677E+12, 2.308530E+12, 2.361482E+12, 2.415556E+12, 2.470772E+12, 2.527154E+12, 2.584723E+12, 2.643503E+12, 2.703517E+12, 2.764788E+12, 2.827342E+12, 2.891202E+12, 2.956394E+12, 3.022942E+12, 3.090874E+12, 3.160216E+12, 3.230994E+12, 3.303235E+12, 3.376968E+12, 3.452220E+12, 3.529021E+12, 3.607400E+12, 3.687386E+12, 3.769010E+12, 3.852303E+12, 3.937296E+12, 4.024020E+12, 4.112509E+12, 4.202794E+12, 4.294911E+12, 4.388892E+12, 4.484773E+12, 4.582588E+12, 4.682374E+12, 4.784167E+12, 4.888005E+12, 4.993924E+12, 5.101963E+12, 5.212162E+12, 5.324559E+12, 5.439196E+12, 5.556112E+12, 5.675351E+12, 5.796954E+12, 5.920964E+12, 6.047425E+12, 6.176381E+12, 6.307879E+12, 6.441963E+12, 6.578681E+12, 6.718080E+12, 6.860208E+12, 7.005115E+12, 7.152850E+12, 7.303465E+12, 7.457010E+12, 7.613539E+12, 7.773104E+12, ]) # ============================ M = 44, I = 4 ============================ M = 44 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 5.938144E+01, 5.560707E+02, 1.108233E+03, 1.660589E+03, 2.214384E+03, 2.774603E+03, 3.350287E+03, 3.952265E+03, 4.591239E+03, 5.277131E+03, 6.019202E+03, 6.826433E+03, 7.707886E+03, 8.673002E+03, 9.731814E+03, 1.089511E+04, 1.217454E+04, 1.358275E+04, 1.513343E+04, 1.684147E+04, 1.872297E+04, 2.079539E+04, 2.307764E+04, 2.559016E+04, 2.835506E+04, 3.139622E+04, 3.473942E+04, 3.841246E+04, 4.244532E+04, 4.687028E+04, 5.172209E+04, 5.703814E+04, 6.285859E+04, 6.922662E+04, 7.618854E+04, 8.379406E+04, 9.209646E+04, 1.011528E+05, 1.110243E+05, 1.217762E+05, 1.334785E+05, 1.462061E+05, 1.600386E+05, 1.750614E+05, 1.913654E+05, 2.090477E+05, 2.282114E+05, 2.489669E+05, 2.714313E+05, 2.957293E+05, 3.219937E+05, 3.503656E+05, 3.809948E+05, 4.140405E+05, 4.496718E+05, 4.880680E+05, 5.294193E+05, 5.739274E+05, 6.218060E+05, 6.732814E+05, 7.285934E+05, 7.879957E+05, 8.517565E+05, 9.201597E+05, 9.935053E+05, 1.072110E+06, 1.156310E+06, 1.246457E+06, 1.342925E+06, 1.446108E+06, 1.556421E+06, 1.674301E+06, 1.800211E+06, 1.934637E+06, 2.078090E+06, 2.231110E+06, 2.394264E+06, 2.568150E+06, 2.753394E+06, 2.950658E+06, 3.160636E+06, 3.384057E+06, 3.621687E+06, 3.874331E+06, 4.142833E+06, 4.428081E+06, 4.731004E+06, 5.052578E+06, 5.393827E+06, 5.755822E+06, 6.139689E+06, 6.546604E+06, 6.977802E+06, 7.434574E+06, 7.918272E+06, 8.430312E+06, 8.972175E+06, 9.545410E+06, 1.015164E+07, 1.079255E+07, 1.146992E+07, 1.218559E+07, 1.294150E+07, 1.373966E+07, 1.458220E+07, 1.547129E+07, 1.640925E+07, 1.739846E+07, 1.844143E+07, 1.954077E+07, 2.069919E+07, 2.191952E+07, 2.320473E+07, 2.455789E+07, 2.598221E+07, 2.748102E+07, 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8.392026E+08, 8.739275E+08, 9.099481E+08, 9.473074E+08, 9.860498E+08, 1.026221E+09, 1.067867E+09, 1.111037E+09, 1.155781E+09, 1.202148E+09, 1.250193E+09, 1.299968E+09, 1.351530E+09, 1.404934E+09, 1.460241E+09, 1.517510E+09, 1.576802E+09, 1.638182E+09, 1.701716E+09, 1.767469E+09, 1.835511E+09, 1.905913E+09, 1.978748E+09, 2.054090E+09, 2.132016E+09, 2.212604E+09, 2.295936E+09, 2.382095E+09, 2.471165E+09, 2.563234E+09, 2.658392E+09, 2.756731E+09, 2.858345E+09, 2.963331E+09, 3.071788E+09, 3.183818E+09, 3.299525E+09, 3.419017E+09, 3.542404E+09, 3.669797E+09, 3.801314E+09, 3.937070E+09, 4.077189E+09, 4.221794E+09, 4.371013E+09, 4.524976E+09, 4.683816E+09, 4.847672E+09, 5.016682E+09, 5.190991E+09, 5.370746E+09, 5.556097E+09, 5.747198E+09, 5.944209E+09, 6.147290E+09, 6.356607E+09, 6.572330E+09, 6.794632E+09, 7.023690E+09, 7.259686E+09, 7.502807E+09, 7.753241E+09, 8.011185E+09, 8.276836E+09, 8.550399E+09, 8.832082E+09, 9.122097E+09, 9.420663E+09, 9.728002E+09, 1.004434E+10, 1.036992E+10, 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4.285672E+11, 4.377546E+11, 4.471137E+11, 4.566474E+11, 4.663582E+11, 4.762490E+11, 4.863225E+11, 4.965815E+11, 5.070289E+11, 5.176676E+11, 5.285003E+11, 5.395302E+11, 5.507600E+11, 5.621929E+11, 5.738318E+11, 5.856799E+11, 5.977401E+11, 6.100157E+11, 6.225098E+11, 6.352256E+11, 6.481664E+11, 6.613353E+11, 6.747357E+11, 6.883708E+11, 7.022442E+11, 7.163591E+11, 7.307190E+11, 7.453273E+11, 7.601875E+11, 7.753032E+11, 7.906780E+11, 8.063153E+11, 8.222189E+11, 8.383923E+11, 8.548394E+11, 8.715638E+11, 8.885692E+11, 9.058595E+11, 9.234386E+11, 9.413101E+11, 9.594781E+11, 9.779465E+11, 9.967192E+11, 1.015800E+12, 1.035194E+12, 1.054903E+12, 1.074934E+12, 1.095288E+12, 1.115972E+12, 1.136988E+12, 1.158342E+12, 1.180037E+12, 1.202077E+12, 1.224468E+12, 1.247213E+12, 1.270316E+12, 1.293783E+12, 1.317617E+12, 1.341823E+12, 1.366405E+12, 1.391368E+12, 1.416717E+12, 1.442456E+12, 1.468589E+12, 1.495121E+12, 1.522058E+12, 1.549402E+12, 1.577160E+12, 1.605336E+12, 1.633935E+12, 1.662961E+12, 1.692419E+12, 1.722314E+12, 1.752651E+12, 1.783435E+12, 1.814670E+12, 1.846362E+12, 1.878515E+12, 1.911135E+12, 1.944226E+12, 1.977792E+12, 2.011840E+12, 2.046375E+12, 2.081400E+12, 2.116921E+12, 2.152944E+12, 2.189473E+12, 2.226513E+12, 2.264070E+12, 2.302148E+12, 2.340752E+12, 2.379888E+12, 2.419560E+12, 2.459774E+12, 2.500535E+12, 2.541848E+12, 2.583718E+12, 2.626150E+12, 2.669148E+12, 2.712720E+12, 2.756868E+12, ]) # ============================ M = 44, I = 5 ============================ M = 44 I = 5 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.089547E+01, 5.712684E+02, 1.138666E+03, 1.706333E+03, 2.275581E+03, 2.851570E+03, 3.443629E+03, 4.062933E+03, 4.720534E+03, 5.426690E+03, 6.190999E+03, 7.022778E+03, 7.931445E+03, 8.926827E+03, 1.001938E+04, 1.122035E+04, 1.254193E+04, 1.399733E+04, 1.560090E+04, 1.736822E+04, 1.931621E+04, 2.146323E+04, 2.382916E+04, 2.643556E+04, 2.930577E+04, 3.246502E+04, 3.594060E+04, 3.976199E+04, 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1.053125E+10, 1.093047E+10, 1.134367E+10, 1.177131E+10, 1.221386E+10, 1.267178E+10, 1.314557E+10, 1.363574E+10, 1.414281E+10, 1.466731E+10, 1.520979E+10, 1.577082E+10, 1.635099E+10, 1.695089E+10, 1.757114E+10, 1.821238E+10, 1.887526E+10, 1.956045E+10, 2.026864E+10, 2.100054E+10, 2.175689E+10, 2.253844E+10, 2.334594E+10, 2.418021E+10, 2.504205E+10, 2.593231E+10, 2.685184E+10, 2.780153E+10, 2.878230E+10, 2.979507E+10, 3.084081E+10, 3.192051E+10, 3.303517E+10, 3.418585E+10, 3.537361E+10, 3.659956E+10, 3.786482E+10, 3.917055E+10, 4.051794E+10, 4.190822E+10, 4.334265E+10, 4.482250E+10, 4.634912E+10, 4.792386E+10, 4.954810E+10, 5.122330E+10, 5.295091E+10, 5.473245E+10, 5.656947E+10, 5.846355E+10, 6.041633E+10, 6.242949E+10, 6.450473E+10, 6.664383E+10, 6.884859E+10, 7.112087E+10, 7.346257E+10, 7.587565E+10, 7.836210E+10, 8.092398E+10, 8.356339E+10, 8.628251E+10, 8.908354E+10, 9.196875E+10, 9.494048E+10, 9.800111E+10, 1.011531E+11, 1.043989E+11, 1.077412E+11, 1.111826E+11, 1.147257E+11, 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9.284792E+11, 9.538358E+11, 9.798339E+11, 1.006489E+12, 1.033815E+12, 1.061829E+12, 1.090547E+12, 1.119984E+12, 1.150157E+12, 1.181083E+12, 1.212780E+12, 1.245265E+12, 1.278557E+12, 1.312673E+12, 1.347632E+12, 1.383455E+12, 1.420159E+12, 1.457766E+12, 1.496296E+12, 1.535769E+12, 1.576207E+12, 1.617632E+12, 1.660065E+12, 1.703530E+12, 1.748049E+12, 1.793647E+12, 1.840346E+12, 1.888172E+12, 1.937150E+12, 1.987305E+12, 2.038663E+12, 2.091252E+12, 2.145097E+12, 2.200226E+12, 2.256669E+12, 2.314453E+12, 2.373609E+12, 2.434165E+12, 2.496153E+12, 2.559604E+12, 2.624549E+12, 2.691021E+12, 2.759053E+12, 2.828678E+12, 2.899932E+12, 2.972850E+12, 3.047465E+12, 3.123817E+12, 3.201941E+12, 3.281875E+12, 3.363658E+12, 3.447330E+12, 3.532931E+12, 3.620501E+12, 3.710082E+12, 3.801718E+12, 3.895450E+12, 3.991324E+12, 4.089384E+12, 4.189677E+12, 4.292249E+12, 4.397148E+12, 4.504422E+12, 4.614122E+12, 4.726297E+12, 4.840999E+12, 4.958280E+12, 5.078194E+12, 5.200796E+12, 5.326140E+12, 5.454284E+12, 5.585284E+12, 5.719200E+12, 5.856091E+12, 5.996018E+12, 6.139043E+12, 6.285229E+12, 6.434641E+12, 6.587344E+12, 6.743405E+12, 6.902892E+12, 7.065874E+12, 7.232422E+12, 7.402607E+12, 7.576503E+12, 7.754184E+12, 7.935726E+12, 8.121207E+12, 8.310704E+12, 8.504299E+12, 8.702072E+12, 8.904107E+12, 9.110488E+12, 9.321302E+12, 9.536636E+12, 9.756579E+12, 9.981222E+12, 1.021066E+13, 1.044498E+13, 1.068429E+13, 1.092867E+13, 1.117824E+13, 1.143308E+13, 1.169331E+13, 1.195903E+13, 1.223034E+13, 1.250735E+13, 1.279018E+13, 1.307894E+13, 1.337373E+13, 1.367468E+13, 1.398191E+13, 1.429553E+13, 1.461567E+13, 1.494246E+13, 1.527601E+13, 1.561646E+13, 1.596394E+13, ]) # ============================ M = 44, I = 6 ============================ M = 44 I = 6 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.754867E+01, 4.472780E+02, 8.916362E+02, 1.336194E+03, 1.782332E+03, 2.235043E+03, 2.702729E+03, 3.194989E+03, 3.721135E+03, 4.289911E+03, 4.909772E+03, 5.589268E+03, 6.337354E+03, 7.163613E+03, 8.078404E+03, 9.092980E+03, 1.021959E+04, 1.147158E+04, 1.286347E+04, 1.441109E+04, 1.613168E+04, 1.804398E+04, 2.016841E+04, 2.252714E+04, 2.514430E+04, 2.804606E+04, 3.126083E+04, 3.481944E+04, 3.875526E+04, 4.310443E+04, 4.790606E+04, 5.320241E+04, 5.903915E+04, 6.546554E+04, 7.253472E+04, 8.030396E+04, 8.883494E+04, 9.819403E+04, 1.084526E+05, 1.196873E+05, 1.319806E+05, 1.454209E+05, 1.601029E+05, 1.761284E+05, 1.936062E+05, 2.126529E+05, 2.333932E+05, 2.559606E+05, 2.804976E+05, 3.071565E+05, 3.361000E+05, 3.675016E+05, 4.015463E+05, 4.384315E+05, 4.783675E+05, 5.215780E+05, 5.683014E+05, 6.187914E+05, 6.733175E+05, 7.321664E+05, 7.956427E+05, 8.640698E+05, 9.377912E+05, 1.017171E+06, 1.102597E+06, 1.194477E+06, 1.293246E+06, 1.399365E+06, 1.513320E+06, 1.635628E+06, 1.766834E+06, 1.907515E+06, 2.058282E+06, 2.219779E+06, 2.392689E+06, 2.577731E+06, 2.775665E+06, 2.987294E+06, 3.213463E+06, 3.455066E+06, 3.713044E+06, 3.988388E+06, 4.282143E+06, 4.595412E+06, 4.929352E+06, 5.285184E+06, 5.664193E+06, 6.067728E+06, 6.497210E+06, 6.954133E+06, 7.440066E+06, 7.956659E+06, 8.505643E+06, 9.088839E+06, 9.708154E+06, 1.036560E+07, 1.106326E+07, 1.180336E+07, 1.258821E+07, 1.342023E+07, 1.430195E+07, 1.523606E+07, 1.622532E+07, 1.727267E+07, 1.838117E+07, 1.955400E+07, 2.079453E+07, 2.210626E+07, 2.349285E+07, 2.495813E+07, 2.650612E+07, 2.814100E+07, 2.986714E+07, 3.168912E+07, 3.361172E+07, 3.563991E+07, 3.777891E+07, 4.003415E+07, 4.241130E+07, 4.491627E+07, 4.755523E+07, 5.033462E+07, 5.326114E+07, 5.634179E+07, 5.958386E+07, 6.299494E+07, 6.658294E+07, 7.035610E+07, 7.432300E+07, 7.849258E+07, 8.287414E+07, 8.747734E+07, 9.231227E+07, 9.738940E+07, 1.027196E+08, 1.083143E+08, 1.141851E+08, 1.203445E+08, 1.268050E+08, 1.335799E+08, 1.406830E+08, 1.481286E+08, 1.559314E+08, 1.641069E+08, 1.726711E+08, 1.816405E+08, 1.910325E+08, 2.008648E+08, 2.111561E+08, 2.219256E+08, 2.331932E+08, 2.449796E+08, 2.573064E+08, 2.701958E+08, 2.836707E+08, 2.977553E+08, 3.124741E+08, 3.278530E+08, 3.439185E+08, 3.606981E+08, 3.782204E+08, 3.965148E+08, 4.156121E+08, 4.355438E+08, 4.563428E+08, 4.780428E+08, 5.006790E+08, 5.242878E+08, 5.489066E+08, 5.745743E+08, 6.013311E+08, 6.292184E+08, 6.582793E+08, 6.885581E+08, 7.201006E+08, 7.529543E+08, 7.871682E+08, 8.227929E+08, 8.598806E+08, 8.984854E+08, 9.386631E+08, 9.804712E+08, 1.023969E+09, 1.069218E+09, 1.116282E+09, 1.165227E+09, 1.216118E+09, 1.269027E+09, 1.324025E+09, 1.381187E+09, 1.440588E+09, 1.502308E+09, 1.566428E+09, 1.633031E+09, 1.702206E+09, 1.774039E+09, 1.848624E+09, 1.926056E+09, 2.006431E+09, 2.089851E+09, 2.176419E+09, 2.266241E+09, 2.359429E+09, 2.456095E+09, 2.556356E+09, 2.660332E+09, 2.768146E+09, 2.879927E+09, 2.995806E+09, 3.115917E+09, 3.240399E+09, 3.369396E+09, 3.503054E+09, 3.641526E+09, 3.784966E+09, 3.933535E+09, 4.087399E+09, 4.246726E+09, 4.411691E+09, 4.582474E+09, 4.759258E+09, 4.942233E+09, 5.131595E+09, 5.327544E+09, 5.530285E+09, 5.740031E+09, 5.956999E+09, 6.181412E+09, 6.413500E+09, 6.653499E+09, 6.901652E+09, 7.158208E+09, 7.423422E+09, 7.697557E+09, 7.980883E+09, 8.273676E+09, 8.576222E+09, 8.888813E+09, 9.211747E+09, 9.545334E+09, 9.889888E+09, 1.024573E+10, 1.061320E+10, 1.099264E+10, 1.138439E+10, 1.178882E+10, 1.220630E+10, 1.263719E+10, 1.308190E+10, 1.354082E+10, 1.401435E+10, 1.450292E+10, 1.500695E+10, 1.552688E+10, 1.606318E+10, 1.661629E+10, 1.718669E+10, 1.777488E+10, 1.838134E+10, 1.900658E+10, 1.965114E+10, 2.031555E+10, 2.100035E+10, 2.170611E+10, 2.243341E+10, 2.318284E+10, 2.395499E+10, 2.475050E+10, 2.557000E+10, 2.641414E+10, 2.728357E+10, 2.817900E+10, 2.910110E+10, 3.005061E+10, 3.102825E+10, 3.203476E+10, 3.307093E+10, 3.413752E+10, 3.523536E+10, 3.636524E+10, 3.752803E+10, 3.872458E+10, 3.995578E+10, 4.122252E+10, 4.252572E+10, 4.386634E+10, 4.524533E+10, 4.666368E+10, 4.812241E+10, 4.962255E+10, 5.116515E+10, 5.275130E+10, 5.438210E+10, 5.605868E+10, 5.778219E+10, 5.955382E+10, 6.137478E+10, 6.324630E+10, 6.516964E+10, 6.714610E+10, 6.917698E+10, 7.126365E+10, 7.340747E+10, 7.560985E+10, 7.787224E+10, 8.019610E+10, 8.258294E+10, 8.503428E+10, 8.755170E+10, 9.013680E+10, 9.279122E+10, 9.551662E+10, 9.831471E+10, 1.011872E+11, 1.041360E+11, 1.071628E+11, 1.102694E+11, 1.134579E+11, 1.167300E+11, 1.200879E+11, 1.235335E+11, 1.270689E+11, 1.306961E+11, 1.344174E+11, 1.382349E+11, 1.421509E+11, 1.461676E+11, 1.502874E+11, 1.545126E+11, 1.588457E+11, 1.632891E+11, 1.678454E+11, 1.725172E+11, 1.773071E+11, 1.822177E+11, 1.872519E+11, 1.924124E+11, 1.977020E+11, 2.031236E+11, 2.086803E+11, 2.143751E+11, 2.202109E+11, 2.261911E+11, 2.323187E+11, 2.385971E+11, 2.450296E+11, 2.516196E+11, 2.583705E+11, 2.652859E+11, 2.723694E+11, 2.796247E+11, 2.870555E+11, 2.946656E+11, 3.024590E+11, 3.104395E+11, 3.186113E+11, 3.269784E+11, 3.355451E+11, 3.443156E+11, 3.532944E+11, 3.624857E+11, 3.718942E+11, 3.815246E+11, 3.913814E+11, 4.014694E+11, 4.117936E+11, 4.223589E+11, 4.331705E+11, 4.442333E+11, 4.555528E+11, 4.671342E+11, 4.789830E+11, 4.911048E+11, 5.035051E+11, 5.161898E+11, 5.291648E+11, 5.424360E+11, 5.560094E+11, 5.698913E+11, 5.840880E+11, 5.986058E+11, 6.134514E+11, 6.286314E+11, 6.441525E+11, 6.600217E+11, 6.762459E+11, 6.928324E+11, 7.097883E+11, 7.271211E+11, 7.448383E+11, 7.629476E+11, 7.814568E+11, 8.003738E+11, 8.197066E+11, 8.394637E+11, 8.596532E+11, 8.802837E+11, 9.013639E+11, 9.229025E+11, 9.449086E+11, 9.673913E+11, 9.903598E+11, 1.013824E+12, 1.037792E+12, 1.062276E+12, 1.087284E+12, 1.112826E+12, 1.138914E+12, 1.165557E+12, 1.192766E+12, 1.220552E+12, 1.248926E+12, 1.277899E+12, 1.307483E+12, 1.337688E+12, 1.368528E+12, 1.400013E+12, 1.432156E+12, 1.464969E+12, 1.498465E+12, 1.532656E+12, 1.567557E+12, 1.603179E+12, 1.639536E+12, 1.676642E+12, 1.714511E+12, 1.753157E+12, 1.792594E+12, 1.832836E+12, 1.873899E+12, 1.915798E+12, 1.958548E+12, 2.002164E+12, 2.046662E+12, 2.092058E+12, 2.138369E+12, 2.185611E+12, 2.233801E+12, 2.282956E+12, 2.333094E+12, 2.384232E+12, 2.436387E+12, 2.489579E+12, 2.543826E+12, 2.599146E+12, 2.655559E+12, 2.713084E+12, 2.771741E+12, 2.831550E+12, 2.892531E+12, 2.954705E+12, 3.018092E+12, 3.082715E+12, 3.148594E+12, 3.215752E+12, 3.284212E+12, 3.353995E+12, 3.425124E+12, 3.497624E+12, 3.571518E+12, 3.646830E+12, 3.723584E+12, 3.801805E+12, 3.881519E+12, 3.962751E+12, 4.045527E+12, 4.129873E+12, 4.215817E+12, 4.303385E+12, 4.392605E+12, 4.483506E+12, 4.576115E+12, 4.670461E+12, 4.766574E+12, 4.864484E+12, 4.964220E+12, 5.065814E+12, 5.169296E+12, 5.274698E+12, 5.382053E+12, 5.491391E+12, 5.602748E+12, 5.716155E+12, 5.831648E+12, 5.949260E+12, 6.069026E+12, 6.190982E+12, 6.315164E+12, 6.441609E+12, 6.570353E+12, 6.701435E+12, 6.834891E+12, 6.970762E+12, 7.109086E+12, 7.249903E+12, 7.393254E+12, 7.539179E+12, 7.687720E+12, 7.838920E+12, 7.992820E+12, 8.149465E+12, ]) # ============================ M = 45, I = 1 ============================ M = 45 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.000000E+00, 1.000000E+00, 1.001788E+00, 1.030647E+00, 1.126882E+00, 1.297714E+00, 1.526207E+00, 1.791558E+00, 2.077150E+00, 2.371603E+00, 2.667731E+00, 2.961283E+00, 3.249957E+00, 3.532705E+00, 3.809255E+00, 4.079809E+00, 4.344828E+00, 4.604902E+00, 4.860661E+00, 5.112727E+00, 5.361678E+00, 5.608038E+00, 5.852266E+00, 6.094760E+00, 6.335857E+00, 6.575842E+00, 6.814952E+00, 7.053381E+00, 7.291289E+00, 7.528806E+00, 7.766037E+00, 8.003066E+00, 8.239962E+00, 8.476777E+00, 8.713554E+00, 8.950328E+00, 9.187124E+00, 9.423962E+00, 9.660859E+00, 9.897827E+00, 1.013488E+01, 1.037201E+01, 1.060924E+01, 1.084657E+01, 1.108399E+01, 1.132152E+01, 1.155915E+01, 1.179688E+01, 1.203472E+01, 1.227266E+01, 1.251071E+01, 1.274887E+01, 1.298713E+01, 1.322550E+01, 1.346398E+01, 1.370256E+01, 1.394125E+01, 1.418005E+01, 1.441895E+01, 1.465797E+01, 1.489709E+01, 1.513633E+01, 1.537568E+01, 1.561514E+01, 1.585472E+01, 1.609441E+01, 1.633422E+01, 1.657415E+01, 1.681421E+01, 1.705438E+01, 1.729468E+01, 1.753511E+01, 1.777567E+01, 1.801637E+01, 1.825720E+01, 1.849817E+01, 1.873927E+01, 1.898053E+01, 1.922193E+01, 1.946349E+01, 1.970520E+01, 1.994707E+01, 2.018911E+01, 2.043131E+01, 2.067368E+01, 2.091622E+01, 2.115895E+01, 2.140185E+01, 2.164495E+01, 2.188824E+01, 2.213172E+01, 2.237541E+01, 2.261930E+01, 2.286340E+01, 2.310772E+01, 2.335226E+01, 2.359702E+01, 2.384202E+01, 2.408725E+01, 2.433273E+01, 2.457845E+01, 2.482442E+01, 2.507065E+01, 2.531714E+01, 2.556390E+01, 2.581094E+01, 2.605826E+01, 2.630586E+01, 2.655375E+01, 2.680194E+01, 2.705043E+01, 2.729922E+01, 2.754834E+01, 2.779777E+01, 2.804752E+01, 2.829761E+01, 2.854803E+01, 2.879880E+01, 2.904992E+01, 2.930139E+01, 2.955322E+01, 2.980541E+01, 3.005798E+01, 3.031093E+01, 3.056426E+01, 3.081798E+01, 3.107209E+01, 3.132661E+01, 3.158153E+01, 3.183687E+01, 3.209262E+01, 3.234880E+01, 3.260542E+01, 3.286246E+01, 3.311995E+01, 3.337789E+01, 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1.822383E+02, 1.828702E+02, 1.835034E+02, 1.841381E+02, 1.847742E+02, 1.854118E+02, 1.860507E+02, 1.866911E+02, 1.873330E+02, 1.879762E+02, 1.886209E+02, 1.892671E+02, 1.899147E+02, 1.905637E+02, 1.912141E+02, 1.918661E+02, 1.925194E+02, 1.931742E+02, 1.938305E+02, 1.944881E+02, 1.951473E+02, 1.958079E+02, 1.964699E+02, 1.971334E+02, 1.977984E+02, 1.984648E+02, 1.991327E+02, 1.998020E+02, 2.004728E+02, 2.011451E+02, 2.018188E+02, 2.024940E+02, 2.031707E+02, 2.038488E+02, 2.045284E+02, 2.052095E+02, 2.058921E+02, 2.065761E+02, 2.072616E+02, 2.079486E+02, 2.086370E+02, 2.093270E+02, 2.100184E+02, 2.107113E+02, 2.114057E+02, 2.121016E+02, 2.127989E+02, 2.134978E+02, 2.141981E+02, 2.149000E+02, 2.156033E+02, 2.163081E+02, 2.170144E+02, 2.177222E+02, 2.184315E+02, 2.191423E+02, 2.198546E+02, 2.205684E+02, 2.212837E+02, 2.220006E+02, 2.227189E+02, 2.234387E+02, 2.241600E+02, 2.248829E+02, 2.256072E+02, 2.263331E+02, 2.270604E+02, 2.277893E+02, 2.285197E+02, 2.292516E+02, 2.299851E+02, 2.307200E+02, 2.314565E+02, 2.321945E+02, 2.329340E+02, 2.336750E+02, 2.344176E+02, 2.351617E+02, 2.359073E+02, 2.366544E+02, 2.374031E+02, 2.381533E+02, 2.389050E+02, 2.396582E+02, 2.404130E+02, 2.411693E+02, 2.419272E+02, 2.426866E+02, 2.434475E+02, 2.442100E+02, 2.449740E+02, 2.457395E+02, 2.465066E+02, 2.472752E+02, 2.480454E+02, 2.488171E+02, 2.495903E+02, 2.503651E+02, 2.511415E+02, 2.519194E+02, 2.526988E+02, 2.534798E+02, 2.542623E+02, 2.550464E+02, 2.558321E+02, 2.566193E+02, 2.574080E+02, 2.581983E+02, 2.589902E+02, 2.597836E+02, ]) # ============================ M = 45, I = 2 ============================ M = 45 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[10] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.000000E+00, 6.000048E+00, 6.029347E+00, 6.249424E+00, 6.728819E+00, 7.394775E+00, 8.168284E+00, 9.000620E+00, 9.866001E+00, 1.075113E+01, 1.164890E+01, 1.255531E+01, 1.346792E+01, 1.438520E+01, 1.530608E+01, 1.622985E+01, 1.715598E+01, 1.808407E+01, 1.901384E+01, 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8.830121E+02, 8.860733E+02, 8.891412E+02, 8.922159E+02, 8.952974E+02, 8.983856E+02, 9.014806E+02, 9.045825E+02, 9.076911E+02, 9.108066E+02, 9.139289E+02, 9.170580E+02, 9.201939E+02, 9.233367E+02, 9.264864E+02, 9.296428E+02, 9.328062E+02, 9.359764E+02, 9.391535E+02, 9.423375E+02, 9.455284E+02, 9.487261E+02, 9.519308E+02, 9.551423E+02, 9.583608E+02, 9.615862E+02, 9.648185E+02, 9.680578E+02, 9.713040E+02, 9.745572E+02, 9.778173E+02, 9.810844E+02, 9.843584E+02, 9.876394E+02, 9.909274E+02, 9.942224E+02, 9.975243E+02, 1.000833E+03, 1.004149E+03, 1.007472E+03, 1.010802E+03, 1.014139E+03, 1.017483E+03, 1.020834E+03, 1.024193E+03, 1.027558E+03, 1.030930E+03, 1.034309E+03, 1.037696E+03, 1.041089E+03, 1.044489E+03, 1.047897E+03, 1.051312E+03, 1.054733E+03, 1.058162E+03, 1.061598E+03, 1.065041E+03, 1.068491E+03, 1.071949E+03, 1.075413E+03, 1.078885E+03, 1.082363E+03, 1.085849E+03, 1.089342E+03, 1.092842E+03, 1.096350E+03, 1.099864E+03, 1.103386E+03, 1.106915E+03, 1.110450E+03, 1.113994E+03, 1.117544E+03, 1.121101E+03, 1.124666E+03, 1.128238E+03, 1.131817E+03, 1.135404E+03, 1.138997E+03, 1.142598E+03, 1.146206E+03, 1.149821E+03, 1.153444E+03, 1.157073E+03, 1.160710E+03, 1.164355E+03, ]) # ============================ M = 46, I = 1 ============================ M = 46 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.290490E+00, 8.848277E+00, 1.735237E+01, 2.586042E+01, 3.437037E+01, 4.288181E+01, 5.139460E+01, 5.990870E+01, 6.842408E+01, 7.694071E+01, 8.545859E+01, 9.397772E+01, 1.024981E+02, 1.110198E+02, 1.195427E+02, 1.280672E+02, 1.365933E+02, 1.451214E+02, 1.536520E+02, 1.621857E+02, 1.707234E+02, 1.792661E+02, 1.878152E+02, 1.963720E+02, 2.049383E+02, 2.135159E+02, 2.221069E+02, 2.307135E+02, 2.393379E+02, 2.479825E+02, 2.566497E+02, 2.653422E+02, 2.740623E+02, 2.828128E+02, 2.915959E+02, 3.004144E+02, 3.092706E+02, 3.181670E+02, 3.271059E+02, 3.360896E+02, 3.451204E+02, 3.542005E+02, 3.633319E+02, 3.725166E+02, 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1.280781E+04, 1.285825E+04, 1.290881E+04, 1.295946E+04, 1.301021E+04, 1.306107E+04, 1.311203E+04, 1.316309E+04, 1.321426E+04, 1.326553E+04, 1.331690E+04, 1.336837E+04, 1.341995E+04, 1.347163E+04, 1.352341E+04, 1.357530E+04, 1.362728E+04, 1.367938E+04, 1.373157E+04, 1.378387E+04, 1.383627E+04, 1.388877E+04, 1.394138E+04, 1.399408E+04, 1.404690E+04, 1.409981E+04, 1.415283E+04, 1.420595E+04, 1.425917E+04, 1.431250E+04, 1.436593E+04, ]) # ============================ M = 46, I = 2 ============================ M = 46 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.301835E+00, 8.986961E+00, 1.763092E+01, 2.627978E+01, 3.493150E+01, 4.358569E+01, 5.224222E+01, 6.090105E+01, 6.956212E+01, 7.822544E+01, 8.689100E+01, 9.555878E+01, 1.042288E+02, 1.129011E+02, 1.215757E+02, 1.302528E+02, 1.389326E+02, 1.476155E+02, 1.563019E+02, 1.649926E+02, 1.736885E+02, 1.823907E+02, 1.911006E+02, 1.998197E+02, 2.085498E+02, 2.172929E+02, 2.260512E+02, 2.348268E+02, 2.436222E+02, 2.524399E+02, 2.612824E+02, 2.701524E+02, 2.790524E+02, 2.879851E+02, 2.969531E+02, 3.059590E+02, 3.150053E+02, 3.240946E+02, 3.332292E+02, 3.424116E+02, 3.516441E+02, 3.609288E+02, 3.702679E+02, 3.796635E+02, 3.891175E+02, 3.986319E+02, 4.082085E+02, 4.178489E+02, 4.275550E+02, 4.373282E+02, 4.471700E+02, 4.570820E+02, 4.670655E+02, 4.771217E+02, 4.872520E+02, 4.974575E+02, 5.077394E+02, 5.180986E+02, 5.285363E+02, 5.390534E+02, 5.496508E+02, 5.603294E+02, 5.710900E+02, 5.819334E+02, 5.928604E+02, 6.038716E+02, 6.149679E+02, 6.261497E+02, 6.374178E+02, 6.487727E+02, 6.602149E+02, 6.717451E+02, 6.833637E+02, 6.950711E+02, 7.068680E+02, 7.187547E+02, 7.307316E+02, 7.427991E+02, 7.549577E+02, 7.672076E+02, 7.795493E+02, 7.919831E+02, 8.045093E+02, 8.171282E+02, 8.298401E+02, 8.426453E+02, 8.555441E+02, 8.685367E+02, 8.816235E+02, 8.948045E+02, 9.080801E+02, 9.214505E+02, 9.349159E+02, 9.484765E+02, 9.621326E+02, 9.758842E+02, 9.897317E+02, 1.003675E+03, 1.017715E+03, 1.031851E+03, 1.046083E+03, 1.060412E+03, 1.074838E+03, 1.089361E+03, 1.103980E+03, 1.118697E+03, 1.133512E+03, 1.148424E+03, 1.163433E+03, 1.178540E+03, 1.193745E+03, 1.209049E+03, 1.224450E+03, 1.239949E+03, 1.255547E+03, 1.271243E+03, 1.287037E+03, 1.302931E+03, 1.318922E+03, 1.335013E+03, 1.351203E+03, 1.367491E+03, 1.383879E+03, 1.400366E+03, 1.416952E+03, 1.433638E+03, 1.450422E+03, 1.467307E+03, 1.484291E+03, 1.501374E+03, 1.518558E+03, 1.535841E+03, 1.553224E+03, 1.570707E+03, 1.588290E+03, 1.605973E+03, 1.623756E+03, 1.641640E+03, 1.659623E+03, 1.677707E+03, 1.695892E+03, 1.714177E+03, 1.732563E+03, 1.751049E+03, 1.769636E+03, 1.788324E+03, 1.807112E+03, 1.826001E+03, 1.844992E+03, 1.864083E+03, 1.883275E+03, 1.902568E+03, 1.921963E+03, 1.941458E+03, 1.961055E+03, 1.980753E+03, 2.000553E+03, 2.020454E+03, 2.040456E+03, 2.060560E+03, 2.080766E+03, 2.101073E+03, 2.121482E+03, 2.141992E+03, 2.162605E+03, 2.183319E+03, 2.204135E+03, 2.225053E+03, 2.246073E+03, 2.267195E+03, 2.288419E+03, 2.309745E+03, 2.331173E+03, 2.352704E+03, 2.374337E+03, 2.396072E+03, 2.417909E+03, 2.439849E+03, 2.461891E+03, 2.484036E+03, 2.506284E+03, 2.528633E+03, 2.551086E+03, 2.573641E+03, 2.596299E+03, 2.619060E+03, 2.641923E+03, 2.664890E+03, 2.687959E+03, 2.711131E+03, 2.734406E+03, 2.757784E+03, 2.781265E+03, 2.804850E+03, 2.828537E+03, 2.852328E+03, 2.876222E+03, 2.900219E+03, 2.924320E+03, 2.948524E+03, 2.972831E+03, 2.997242E+03, 3.021756E+03, 3.046374E+03, 3.071096E+03, 3.095921E+03, 3.120849E+03, 3.145882E+03, 3.171018E+03, 3.196258E+03, 3.221602E+03, 3.247049E+03, 3.272601E+03, 3.298256E+03, 3.324016E+03, 3.349880E+03, 3.375847E+03, 3.401919E+03, 3.428095E+03, 3.454375E+03, 3.480759E+03, 3.507248E+03, 3.533841E+03, 3.560538E+03, 3.587340E+03, 3.614246E+03, 3.641256E+03, 3.668372E+03, 3.695591E+03, 3.722916E+03, 3.750345E+03, 3.777878E+03, 3.805517E+03, 3.833260E+03, 3.861108E+03, 3.889060E+03, 3.917118E+03, 3.945280E+03, 3.973548E+03, 4.001920E+03, 4.030398E+03, 4.058981E+03, 4.087668E+03, 4.116461E+03, 4.145359E+03, 4.174363E+03, 4.203471E+03, 4.232685E+03, 4.262004E+03, 4.291429E+03, 4.320959E+03, 4.350595E+03, 4.380336E+03, 4.410182E+03, 4.440134E+03, 4.470192E+03, 4.500356E+03, 4.530625E+03, 4.561000E+03, 4.591480E+03, 4.622067E+03, 4.652759E+03, 4.683558E+03, 4.714462E+03, 4.745472E+03, 4.776588E+03, 4.807811E+03, 4.839139E+03, 4.870573E+03, 4.902114E+03, 4.933761E+03, 4.965514E+03, 4.997373E+03, 5.029339E+03, 5.061411E+03, 5.093590E+03, 5.125875E+03, 5.158266E+03, 5.190764E+03, 5.223368E+03, 5.256080E+03, 5.288897E+03, 5.321822E+03, 5.354853E+03, 5.387991E+03, 5.421235E+03, 5.454587E+03, 5.488045E+03, 5.521610E+03, 5.555282E+03, 5.589062E+03, 5.622948E+03, 5.656941E+03, 5.691041E+03, 5.725249E+03, 5.759563E+03, 5.793985E+03, 5.828514E+03, 5.863151E+03, 5.897894E+03, 5.932745E+03, 5.967704E+03, 6.002770E+03, 6.037943E+03, 6.073224E+03, 6.108612E+03, 6.144109E+03, 6.179712E+03, 6.215423E+03, 6.251243E+03, 6.287169E+03, 6.323204E+03, 6.359346E+03, 6.395596E+03, 6.431955E+03, 6.468421E+03, 6.504995E+03, 6.541677E+03, 6.578467E+03, 6.615365E+03, 6.652372E+03, 6.689486E+03, 6.726709E+03, 6.764040E+03, 6.801479E+03, 6.839027E+03, 6.876683E+03, 6.914447E+03, 6.952320E+03, 6.990301E+03, 7.028391E+03, 7.066589E+03, 7.104896E+03, 7.143311E+03, 7.181836E+03, 7.220468E+03, 7.259210E+03, 7.298060E+03, 7.337020E+03, 7.376088E+03, 7.415265E+03, 7.454551E+03, 7.493945E+03, 7.533449E+03, 7.573062E+03, 7.612784E+03, 7.652615E+03, 7.692556E+03, 7.732605E+03, 7.772764E+03, 7.813032E+03, 7.853409E+03, 7.893896E+03, 7.934492E+03, 7.975197E+03, 8.016012E+03, 8.056937E+03, 8.097971E+03, 8.139114E+03, 8.180367E+03, 8.221730E+03, 8.263203E+03, 8.304785E+03, 8.346477E+03, 8.388279E+03, 8.430190E+03, 8.472212E+03, 8.514343E+03, 8.556585E+03, 8.598936E+03, 8.641398E+03, 8.683969E+03, 8.726651E+03, 8.769443E+03, 8.812345E+03, 8.855357E+03, 8.898479E+03, 8.941712E+03, 8.985056E+03, 9.028509E+03, 9.072073E+03, 9.115747E+03, 9.159532E+03, 9.203428E+03, 9.247434E+03, 9.291550E+03, 9.335778E+03, 9.380116E+03, 9.424564E+03, 9.469124E+03, 9.513794E+03, 9.558575E+03, 9.603467E+03, 9.648470E+03, 9.693584E+03, 9.738808E+03, 9.784144E+03, 9.829591E+03, 9.875149E+03, 9.920818E+03, 9.966599E+03, 1.001249E+04, 1.005849E+04, 1.010461E+04, 1.015083E+04, 1.019717E+04, 1.024362E+04, 1.029018E+04, 1.033685E+04, 1.038363E+04, 1.043053E+04, 1.047753E+04, 1.052465E+04, 1.057188E+04, 1.061922E+04, 1.066667E+04, 1.071424E+04, 1.076191E+04, 1.080970E+04, 1.085760E+04, 1.090561E+04, 1.095374E+04, 1.100197E+04, 1.105032E+04, 1.109878E+04, 1.114735E+04, 1.119604E+04, 1.124483E+04, 1.129374E+04, 1.134276E+04, 1.139190E+04, 1.144115E+04, 1.149050E+04, 1.153997E+04, 1.158956E+04, 1.163925E+04, 1.168906E+04, 1.173898E+04, 1.178902E+04, 1.183916E+04, 1.188942E+04, 1.193979E+04, 1.199028E+04, 1.204088E+04, 1.209158E+04, 1.214241E+04, 1.219334E+04, 1.224439E+04, 1.229556E+04, 1.234683E+04, 1.239822E+04, 1.244972E+04, 1.250133E+04, 1.255306E+04, 1.260490E+04, 1.265686E+04, 1.270893E+04, 1.276111E+04, 1.281340E+04, 1.286581E+04, 1.291833E+04, 1.297097E+04, 1.302371E+04, 1.307658E+04, 1.312955E+04, 1.318264E+04, 1.323584E+04, 1.328916E+04, 1.334259E+04, 1.339614E+04, 1.344979E+04, 1.350357E+04, 1.355745E+04, 1.361145E+04, 1.366557E+04, 1.371979E+04, 1.377414E+04, 1.382859E+04, 1.388316E+04, 1.393785E+04, 1.399265E+04, 1.404756E+04, 1.410259E+04, 1.415773E+04, 1.421299E+04, 1.426836E+04, 1.432384E+04, 1.437944E+04, 1.443516E+04, 1.449098E+04, 1.454693E+04, 1.460299E+04, 1.465916E+04, 1.471545E+04, 1.477185E+04, 1.482837E+04, 1.488500E+04, 1.494175E+04, 1.499861E+04, 1.505558E+04, 1.511268E+04, ]) # ============================ M = 46, I = 3 ============================ M = 46 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.664868E+00, 1.870585E+01, 3.672688E+01, 5.475765E+01, 7.279429E+01, 9.083605E+01, 1.088827E+02, 1.269340E+02, 1.449901E+02, 1.630508E+02, 1.811163E+02, 1.991863E+02, 2.172610E+02, 2.353405E+02, 2.534250E+02, 2.715147E+02, 2.896102E+02, 3.077125E+02, 3.258228E+02, 3.439427E+02, 3.620745E+02, 3.802208E+02, 3.983847E+02, 4.165699E+02, 4.347804E+02, 4.530206E+02, 4.712954E+02, 4.896098E+02, 5.079692E+02, 5.263791E+02, 5.448450E+02, 5.633727E+02, 5.819679E+02, 6.006362E+02, 6.193833E+02, 6.382148E+02, 6.571362E+02, 6.761527E+02, 6.952696E+02, 7.144918E+02, 7.338243E+02, 7.532717E+02, 7.728385E+02, 7.925290E+02, 8.123475E+02, 8.322978E+02, 8.523838E+02, 8.726090E+02, 8.929770E+02, 9.134909E+02, 9.341540E+02, 9.549692E+02, 9.759393E+02, 9.970671E+02, 1.018355E+03, 1.039806E+03, 1.061421E+03, 1.083204E+03, 1.105156E+03, 1.127278E+03, 1.149574E+03, 1.172045E+03, 1.194693E+03, 1.217518E+03, 1.240523E+03, 1.263710E+03, 1.287078E+03, 1.310631E+03, 1.334369E+03, 1.358293E+03, 1.382404E+03, 1.406704E+03, 1.431193E+03, 1.455873E+03, 1.480744E+03, 1.505808E+03, 1.531064E+03, 1.556515E+03, 1.582161E+03, 1.608002E+03, 1.634039E+03, 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2.477764E+04, 2.488366E+04, 2.498993E+04, 2.509644E+04, 2.520319E+04, 2.531018E+04, 2.541740E+04, 2.552487E+04, 2.563258E+04, 2.574053E+04, 2.584872E+04, 2.595715E+04, 2.606582E+04, 2.617473E+04, 2.628388E+04, 2.639327E+04, 2.650290E+04, 2.661278E+04, 2.672289E+04, 2.683324E+04, 2.694384E+04, 2.705468E+04, 2.716576E+04, 2.727708E+04, 2.738864E+04, 2.750044E+04, 2.761249E+04, 2.772478E+04, 2.783730E+04, 2.795007E+04, 2.806309E+04, 2.817634E+04, 2.828984E+04, 2.840358E+04, 2.851756E+04, 2.863178E+04, 2.874624E+04, 2.886095E+04, 2.897590E+04, 2.909110E+04, 2.920653E+04, 2.932221E+04, 2.943813E+04, 2.955430E+04, 2.967071E+04, 2.978736E+04, 2.990425E+04, 3.002139E+04, 3.013877E+04, 3.025640E+04, 3.037427E+04, 3.049238E+04, 3.061074E+04, 3.072933E+04, 3.084818E+04, 3.096727E+04, 3.108660E+04, 3.120617E+04, 3.132599E+04, 3.144606E+04, 3.156637E+04, 3.168692E+04, 3.180772E+04, 3.192876E+04, 3.205005E+04, ]) # ============================ M = 46, I = 4 ============================ M = 46 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 5.185143E+00, 3.567811E+01, 6.998377E+01, 1.043090E+02, 1.386457E+02, 1.729921E+02, 2.073479E+02, 2.417128E+02, 2.760866E+02, 3.104693E+02, 3.448609E+02, 3.792613E+02, 4.136706E+02, 4.480889E+02, 4.825164E+02, 5.169537E+02, 5.514017E+02, 5.858616E+02, 6.203355E+02, 6.548261E+02, 6.893370E+02, 7.238725E+02, 7.584379E+02, 7.930392E+02, 8.276836E+02, 8.623785E+02, 8.971324E+02, 9.319541E+02, 9.668531E+02, 1.001839E+03, 1.036922E+03, 1.072112E+03, 1.107420E+03, 1.142856E+03, 1.178430E+03, 1.214153E+03, 1.250034E+03, 1.286084E+03, 1.322312E+03, 1.358727E+03, 1.395339E+03, 1.432156E+03, 1.469186E+03, 1.506439E+03, 1.543922E+03, 1.581642E+03, 1.619606E+03, 1.657822E+03, 1.696296E+03, 1.735035E+03, 1.774044E+03, 1.813329E+03, 1.852896E+03, 1.892749E+03, 1.932894E+03, 1.973336E+03, 2.014078E+03, 2.055126E+03, 2.096483E+03, 2.138153E+03, 2.180140E+03, 2.222447E+03, 2.265077E+03, 2.308035E+03, 2.351322E+03, 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3.075649E+04, 3.091575E+04, 3.107545E+04, 3.123558E+04, 3.139613E+04, 3.155713E+04, 3.171855E+04, 3.188041E+04, 3.204270E+04, 3.220542E+04, 3.236858E+04, 3.253217E+04, 3.269620E+04, 3.286066E+04, 3.302555E+04, 3.319087E+04, 3.335664E+04, 3.352283E+04, 3.368946E+04, 3.385652E+04, 3.402402E+04, 3.419196E+04, 3.436033E+04, 3.452913E+04, 3.469837E+04, 3.486805E+04, 3.503816E+04, 3.520871E+04, 3.537969E+04, 3.555111E+04, 3.572297E+04, 3.589526E+04, 3.606799E+04, 3.624115E+04, 3.641476E+04, 3.658880E+04, 3.676327E+04, 3.693819E+04, 3.711354E+04, 3.728933E+04, 3.746556E+04, 3.764222E+04, 3.781933E+04, 3.799687E+04, 3.817485E+04, 3.835327E+04, 3.853213E+04, 3.871143E+04, 3.889117E+04, 3.907134E+04, 3.925196E+04, 3.943301E+04, 3.961450E+04, 3.979644E+04, 3.997881E+04, 4.016163E+04, 4.034488E+04, 4.052858E+04, 4.071271E+04, 4.089729E+04, 4.108230E+04, 4.126776E+04, 4.145366E+04, 4.164000E+04, 4.182679E+04, 4.201401E+04, 4.220167E+04, 4.238978E+04, 4.257833E+04, 4.276732E+04, 4.295676E+04, 4.314664E+04, 4.333695E+04, 4.352772E+04, 4.371892E+04, 4.391057E+04, 4.410266E+04, 4.429520E+04, 4.448818E+04, 4.468160E+04, 4.487547E+04, 4.506978E+04, 4.526453E+04, 4.545973E+04, 4.565538E+04, 4.585146E+04, 4.604800E+04, 4.624498E+04, 4.644240E+04, 4.664027E+04, 4.683858E+04, 4.703734E+04, 4.723655E+04, 4.743620E+04, 4.763630E+04, 4.783684E+04, 4.803783E+04, 4.823927E+04, 4.844115E+04, 4.864348E+04, 4.884625E+04, 4.904948E+04, 4.925315E+04, 4.945727E+04, 4.966183E+04, 4.986685E+04, 5.007231E+04, 5.027822E+04, 5.048458E+04, 5.069138E+04, 5.089864E+04, 5.110634E+04, 5.131449E+04, 5.152309E+04, 5.173214E+04, 5.194164E+04, 5.215159E+04, 5.236199E+04, 5.257284E+04, 5.278413E+04, 5.299588E+04, 5.320808E+04, 5.342073E+04, 5.363382E+04, 5.384737E+04, 5.406137E+04, 5.427582E+04, 5.449072E+04, 5.470608E+04, 5.492188E+04, 5.513814E+04, 5.535484E+04, 5.557200E+04, 5.578961E+04, 5.600768E+04, 5.622619E+04, 5.644516E+04, 5.666458E+04, 5.688445E+04, 5.710478E+04, 5.732556E+04, 5.754679E+04, 5.776847E+04, 5.799061E+04, 5.821320E+04, 5.843625E+04, 5.865975E+04, 5.888370E+04, 5.910811E+04, 5.933297E+04, 5.955829E+04, 5.978406E+04, ]) # ============================ M = 47, I = 1 ============================ M = 47 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[5] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.414270E+00, 3.753887E+01, 1.057362E+02, 1.939874E+02, 2.984680E+02, 4.169658E+02, 5.479930E+02, 6.904845E+02, 8.436911E+02, 1.007153E+03, 1.180697E+03, 1.364421E+03, 1.558673E+03, 1.764014E+03, 1.981178E+03, 2.211040E+03, 2.454585E+03, 2.712888E+03, 2.987095E+03, 3.278417E+03, 3.588123E+03, 3.917537E+03, 4.268042E+03, 4.641079E+03, 5.038150E+03, 5.460825E+03, 5.910741E+03, 6.389614E+03, 6.899235E+03, 7.441483E+03, 8.018323E+03, 8.631815E+03, 9.284117E+03, 9.977491E+03, 1.071430E+04, 1.149704E+04, 1.232830E+04, 1.321080E+04, 1.414739E+04, 1.514106E+04, 1.619493E+04, 1.731225E+04, 1.849644E+04, 1.975106E+04, 2.107984E+04, 2.248666E+04, 2.397559E+04, 2.555086E+04, 2.721688E+04, 2.897827E+04, 3.083983E+04, 3.280655E+04, 3.488365E+04, 3.707657E+04, 3.939093E+04, 4.183262E+04, 4.440775E+04, 4.712267E+04, 4.998398E+04, 5.299854E+04, 5.617348E+04, 5.951619E+04, 6.303433E+04, 6.673589E+04, 7.062910E+04, 7.472254E+04, 7.884540E+04, 8.334864E+04, 8.807851E+04, 9.304485E+04, 9.825785E+04, 1.037281E+05, 1.094664E+05, 1.154842E+05, 1.217931E+05, 1.284053E+05, 1.353332E+05, 1.425898E+05, 1.501884E+05, 1.581430E+05, 1.664676E+05, 1.751772E+05, 1.842869E+05, 1.938124E+05, 2.037700E+05, 2.141763E+05, 2.250488E+05, 2.364051E+05, 2.482636E+05, 2.606434E+05, 2.735638E+05, 2.870450E+05, 3.011078E+05, 3.157733E+05, 3.310638E+05, 3.470017E+05, 3.636104E+05, 3.809138E+05, 3.989366E+05, 4.177041E+05, 4.372426E+05, 4.575787E+05, 4.787402E+05, 5.007553E+05, 5.236533E+05, 5.474641E+05, 5.722184E+05, 5.979480E+05, 6.246851E+05, 6.524633E+05, 6.813167E+05, 7.112804E+05, 7.423906E+05, 7.746841E+05, 8.081991E+05, 8.429742E+05, 8.790497E+05, 9.164662E+05, 9.552659E+05, 9.954918E+05, 1.037188E+06, 1.080399E+06, 1.125173E+06, 1.171555E+06, 1.219595E+06, 1.269343E+06, 1.320849E+06, 1.374166E+06, 1.429346E+06, 1.486446E+06, 1.545519E+06, 1.606625E+06, 1.669821E+06, 1.735166E+06, 1.802724E+06, 1.872555E+06, 1.944724E+06, 2.019297E+06, 2.096340E+06, 2.175922E+06, 2.258113E+06, 2.342983E+06, 2.430607E+06, 2.521058E+06, 2.614413E+06, 2.710749E+06, 2.810146E+06, 2.912686E+06, 3.018449E+06, 3.127522E+06, 3.239991E+06, 3.355942E+06, 3.475467E+06, 3.598657E+06, 3.725605E+06, 3.856406E+06, 3.991159E+06, 4.129961E+06, 4.272915E+06, 4.420123E+06, 4.571691E+06, 4.727725E+06, 4.888336E+06, 5.053633E+06, 5.223732E+06, 5.398746E+06, 5.578795E+06, 5.763999E+06, 5.954479E+06, 6.150360E+06, 6.351769E+06, 6.558835E+06, 6.771690E+06, 6.990468E+06, 7.215304E+06, 7.446339E+06, 7.683712E+06, 7.927569E+06, 8.178055E+06, 8.435319E+06, 8.699513E+06, 8.970791E+06, 9.249310E+06, 9.535230E+06, 9.828713E+06, 1.012992E+07, 1.043903E+07, 1.075620E+07, 1.108162E+07, 1.141545E+07, 1.175787E+07, 1.210908E+07, 1.246925E+07, 1.283857E+07, 1.321724E+07, 1.360545E+07, 1.400339E+07, 1.441127E+07, 1.482930E+07, 1.525767E+07, 1.569660E+07, 1.614631E+07, 1.660702E+07, 1.707893E+07, 1.756229E+07, 1.805731E+07, 1.856422E+07, 1.908327E+07, 1.961469E+07, 2.015872E+07, 2.071562E+07, 2.128562E+07, 2.186898E+07, 2.246596E+07, 2.307682E+07, 2.370182E+07, 2.434124E+07, 2.499534E+07, 2.566440E+07, 2.634871E+07, 2.704855E+07, 2.776420E+07, 2.849596E+07, 2.924413E+07, 3.000901E+07, 3.079090E+07, 3.159011E+07, 3.240696E+07, 3.324177E+07, 3.409486E+07, 3.496656E+07, 3.585719E+07, 3.676710E+07, 3.769663E+07, 3.864613E+07, 3.961593E+07, 4.060641E+07, 4.161792E+07, 4.265082E+07, 4.370549E+07, 4.478230E+07, 4.588163E+07, 4.700386E+07, 4.814939E+07, 4.931861E+07, 5.051191E+07, 5.172972E+07, 5.297242E+07, 5.424045E+07, 5.553423E+07, 5.685417E+07, 5.820071E+07, 5.957430E+07, 6.097536E+07, 6.240436E+07, 6.386174E+07, 6.534796E+07, 6.686350E+07, 6.840881E+07, 6.998439E+07, 7.159070E+07, 7.322825E+07, 7.489753E+07, 7.659903E+07, 7.833326E+07, 8.010074E+07, 8.190199E+07, 8.373753E+07, 8.560789E+07, 8.751362E+07, 8.945525E+07, 9.143333E+07, 9.344843E+07, 9.550111E+07, 9.759194E+07, 9.972149E+07, 1.018904E+08, 1.040991E+08, 1.063484E+08, 1.086387E+08, 1.109708E+08, 1.133452E+08, 1.157625E+08, 1.182235E+08, 1.207286E+08, 1.232787E+08, 1.258742E+08, 1.285160E+08, 1.312046E+08, 1.339407E+08, 1.367251E+08, 1.395583E+08, 1.424411E+08, 1.453743E+08, 1.483585E+08, 1.513944E+08, 1.544828E+08, 1.576243E+08, 1.608199E+08, 1.640701E+08, 1.673758E+08, 1.707377E+08, 1.741566E+08, 1.776334E+08, 1.811687E+08, 1.847634E+08, 1.884183E+08, 1.921342E+08, 1.959119E+08, 1.997523E+08, 2.036563E+08, 2.076246E+08, 2.116581E+08, 2.157578E+08, 2.199244E+08, 2.241588E+08, 2.284621E+08, 2.328350E+08, 2.372785E+08, 2.417935E+08, 2.463810E+08, 2.510418E+08, 2.557770E+08, 2.605874E+08, 2.654742E+08, 2.704381E+08, 2.754804E+08, 2.806018E+08, 2.858035E+08, 2.910864E+08, 2.964516E+08, 3.019002E+08, 3.074331E+08, 3.130515E+08, 3.187564E+08, 3.245488E+08, 3.304299E+08, 3.364008E+08, 3.424626E+08, 3.486164E+08, 3.548632E+08, 3.612044E+08, 3.676410E+08, 3.741742E+08, 3.808051E+08, 3.875349E+08, 3.943649E+08, 4.012963E+08, 4.083302E+08, 4.154678E+08, 4.227105E+08, ]) # ============================ M = 48, I = 1 ============================ M = 48 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.147712E+01, 2.005718E+02, 3.996402E+02, 5.987336E+02, 7.981565E+02, 9.992795E+02, 1.204822E+03, 1.418262E+03, 1.643178E+03, 1.882952E+03, 2.140718E+03, 2.419441E+03, 2.721996E+03, 3.051244E+03, 3.410092E+03, 3.801536E+03, 4.228687E+03, 4.694799E+03, 5.203294E+03, 5.757770E+03, 6.362020E+03, 7.020050E+03, 7.736082E+03, 8.514578E+03, 9.360246E+03, 1.027805E+04, 1.127323E+04, 1.235131E+04, 1.351809E+04, 1.477972E+04, 1.614263E+04, 1.761362E+04, 1.919981E+04, 2.090869E+04, 2.274815E+04, 2.472646E+04, 2.685229E+04, 2.913475E+04, 3.158340E+04, 3.420821E+04, 3.701971E+04, 4.002887E+04, 4.324718E+04, 4.668668E+04, 5.035997E+04, 5.428021E+04, 5.846116E+04, 6.291724E+04, 6.766345E+04, 7.271551E+04, 7.808978E+04, 8.380340E+04, 8.987420E+04, 9.632078E+04, 1.031626E+05, 1.104198E+05, 1.181136E+05, 1.262658E+05, 1.348994E+05, 1.440381E+05, 1.537068E+05, 1.639311E+05, 1.747381E+05, 1.861553E+05, 1.982121E+05, 2.109383E+05, 2.243654E+05, 2.385258E+05, 2.534533E+05, 2.691829E+05, 2.857511E+05, 3.031956E+05, 3.215554E+05, 3.408713E+05, 3.611853E+05, 3.825410E+05, 4.049837E+05, 4.285604E+05, 4.533192E+05, 4.793107E+05, 5.065868E+05, 5.352014E+05, 5.652102E+05, 5.966710E+05, 6.296432E+05, 6.641885E+05, 7.003707E+05, 7.382559E+05, 7.779120E+05, 8.194094E+05, 8.628210E+05, 9.082218E+05, 9.556892E+05, 1.005304E+06, 1.057147E+06, 1.111306E+06, 1.167867E+06, 1.226922E+06, 1.288564E+06, 1.352890E+06, 1.419999E+06, 1.489995E+06, 1.562982E+06, 1.639070E+06, 1.718371E+06, 1.801001E+06, 1.887079E+06, 1.976729E+06, 2.070075E+06, 2.167248E+06, 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2.594702E+08, 2.660956E+08, 2.728687E+08, 2.797925E+08, 2.868697E+08, 2.941034E+08, 3.014964E+08, 3.090517E+08, 3.167724E+08, 3.246616E+08, 3.327225E+08, 3.409582E+08, 3.493720E+08, 3.579673E+08, 3.667473E+08, 3.757154E+08, 3.848751E+08, 3.942299E+08, 4.037834E+08, 4.135390E+08, 4.235006E+08, 4.336720E+08, 4.440568E+08, 4.546588E+08, 4.654819E+08, 4.765301E+08, 4.878075E+08, 4.993180E+08, 5.110659E+08, 5.230553E+08, 5.352903E+08, 5.477754E+08, 5.605151E+08, 5.735135E+08, 5.867754E+08, 6.003052E+08, 6.141075E+08, 6.281872E+08, 6.425488E+08, 6.571973E+08, 6.721377E+08, 6.873750E+08, 7.029139E+08, 7.187598E+08, 7.349177E+08, 7.513932E+08, 7.681913E+08, 7.853175E+08, 8.027775E+08, 8.205765E+08, 8.387203E+08, 8.572149E+08, 8.760656E+08, 8.952786E+08, 9.148598E+08, 9.348154E+08, 9.551512E+08, 9.758735E+08, 9.969887E+08, 1.018503E+09, 1.040423E+09, 1.062756E+09, 1.085507E+09, 1.108684E+09, 1.132293E+09, 1.156341E+09, 1.180836E+09, 1.205785E+09, 1.231194E+09, 1.257070E+09, 1.283422E+09, 1.310257E+09, 1.337582E+09, 1.365405E+09, 1.393734E+09, 1.422576E+09, 1.451941E+09, 1.481834E+09, 1.512266E+09, 1.543244E+09, 1.574775E+09, 1.606871E+09, 1.639537E+09, 1.672785E+09, 1.706621E+09, 1.741055E+09, 1.776097E+09, 1.811755E+09, 1.848038E+09, 1.884957E+09, 1.922520E+09, 1.960738E+09, 1.999619E+09, 2.039174E+09, 2.079412E+09, 2.120345E+09, 2.161982E+09, 2.204333E+09, 2.247410E+09, 2.291222E+09, 2.335780E+09, 2.381096E+09, 2.427180E+09, 2.474044E+09, 2.521698E+09, 2.570154E+09, 2.619425E+09, 2.669520E+09, 2.720454E+09, 2.772236E+09, 2.824880E+09, 2.878397E+09, 2.932801E+09, 2.988103E+09, 3.044316E+09, 3.101454E+09, 3.159529E+09, 3.218554E+09, 3.278543E+09, 3.339509E+09, 3.401467E+09, 3.464428E+09, 3.528409E+09, 3.593422E+09, 3.659482E+09, 3.726604E+09, 3.794800E+09, 3.864088E+09, 3.934482E+09, 4.005996E+09, 4.078647E+09, 4.152449E+09, 4.227418E+09, 4.303570E+09, 4.380922E+09, 4.459488E+09, 4.539287E+09, 4.620332E+09, 4.702642E+09, 4.786235E+09, 4.871125E+09, 4.957332E+09, 5.044872E+09, 5.133764E+09, 5.224024E+09, 5.315671E+09, 5.408724E+09, 5.503200E+09, 5.599119E+09, 5.696499E+09, 5.795359E+09, 5.895719E+09, 5.997597E+09, 6.101016E+09, 6.205992E+09, 6.312547E+09, 6.420701E+09, 6.530475E+09, 6.641889E+09, 6.754965E+09, 6.869722E+09, 6.986184E+09, 7.104372E+09, 7.224307E+09, 7.346013E+09, 7.469511E+09, 7.594824E+09, 7.721972E+09, 7.850983E+09, 7.981878E+09, 8.114680E+09, 8.249412E+09, 8.386101E+09, 8.524768E+09, 8.665442E+09, 8.808144E+09, 8.952900E+09, 9.099732E+09, 9.248674E+09, 9.399744E+09, 9.552970E+09, 9.708383E+09, 9.866005E+09, 1.002586E+10, 1.018798E+10, 1.035240E+10, 1.051913E+10, 1.068821E+10, 1.085967E+10, 1.103353E+10, 1.120982E+10, 1.138857E+10, 1.156982E+10, 1.175359E+10, 1.193991E+10, 1.212881E+10, 1.232032E+10, 1.251448E+10, 1.271132E+10, 1.291085E+10, 1.311313E+10, 1.331817E+10, 1.352602E+10, 1.373671E+10, 1.395026E+10, 1.416672E+10, 1.438611E+10, 1.460847E+10, 1.483383E+10, 1.506224E+10, 1.529372E+10, 1.552831E+10, 1.576604E+10, 1.600696E+10, 1.625109E+10, 1.649848E+10, 1.674916E+10, 1.700317E+10, 1.726055E+10, 1.752133E+10, 1.778556E+10, 1.805327E+10, 1.832450E+10, 1.859930E+10, 1.887770E+10, 1.915974E+10, 1.944547E+10, 1.973492E+10, 2.002813E+10, 2.032515E+10, 2.062603E+10, 2.093080E+10, 2.123950E+10, 2.155219E+10, 2.186890E+10, 2.218968E+10, 2.251457E+10, 2.284362E+10, 2.317688E+10, 2.351438E+10, 2.385618E+10, 2.420233E+10, 2.455286E+10, 2.490784E+10, 2.526730E+10, 2.563129E+10, 2.599987E+10, 2.637309E+10, 2.675098E+10, ]) # ============================ M = 48, I = 2 ============================ M = 48 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.010513E+01, 9.475997E+01, 1.888522E+02, 2.829560E+02, 3.772154E+02, 4.722784E+02, 5.694301E+02, 6.703139E+02, 7.766224E+02, 8.899529E+02, 1.011788E+03, 1.143527E+03, 1.286531E+03, 1.442152E+03, 1.611763E+03, 1.796780E+03, 1.998674E+03, 2.218983E+03, 2.459325E+03, 2.721399E+03, 3.006999E+03, 3.318018E+03, 3.656452E+03, 4.024410E+03, 4.424116E+03, 4.857919E+03, 5.328292E+03, 5.837847E+03, 6.389331E+03, 6.985641E+03, 7.629823E+03, 8.325086E+03, 9.074799E+03, 9.882505E+03, 1.075193E+04, 1.168698E+04, 1.269175E+04, 1.377056E+04, 1.492791E+04, 1.616854E+04, 1.749739E+04, 1.891967E+04, 2.044080E+04, 2.206649E+04, 2.380267E+04, 2.565557E+04, 2.763170E+04, 2.973786E+04, 3.198115E+04, 3.436900E+04, 3.690915E+04, 3.960969E+04, 4.247904E+04, 4.552602E+04, 4.875978E+04, 5.218991E+04, 5.582635E+04, 5.967949E+04, 6.376013E+04, 6.807953E+04, 7.264941E+04, 7.748194E+04, 8.258979E+04, 8.798616E+04, 9.368474E+04, 9.969975E+04, 1.060460E+05, 1.127389E+05, 1.197943E+05, 1.272289E+05, 1.350598E+05, 1.433048E+05, 1.519825E+05, 1.611121E+05, 1.707134E+05, 1.808072E+05, 1.914146E+05, 2.025580E+05, 2.142601E+05, 2.265449E+05, 2.394368E+05, 2.529614E+05, 2.671449E+05, 2.820146E+05, 2.975987E+05, 3.139264E+05, 3.310277E+05, 3.489339E+05, 3.676771E+05, 3.872907E+05, 4.078088E+05, 4.292672E+05, 4.517024E+05, 4.751523E+05, 4.996558E+05, 5.252535E+05, 5.519868E+05, 5.798987E+05, 6.090334E+05, 6.394363E+05, 6.711550E+05, 7.042378E+05, 7.387344E+05, 7.746968E+05, 8.121779E+05, 8.512323E+05, 8.919164E+05, 9.342883E+05, 9.784074E+05, 1.024336E+06, 1.072136E+06, 1.121874E+06, 1.173616E+06, 1.227432E+06, 1.283392E+06, 1.341569E+06, 1.402038E+06, 1.464876E+06, 1.530164E+06, 1.597981E+06, 1.668412E+06, 1.741543E+06, 1.817463E+06, 1.896261E+06, 1.978032E+06, 2.062871E+06, 2.150877E+06, 2.242150E+06, 2.336795E+06, 2.434918E+06, 2.536627E+06, 2.642035E+06, 2.751257E+06, 2.864411E+06, 2.981618E+06, 3.103002E+06, 3.228690E+06, 3.358813E+06, 3.493505E+06, 3.632902E+06, 3.777145E+06, 3.926379E+06, 4.080750E+06, 4.240411E+06, 4.405515E+06, 4.576222E+06, 4.752695E+06, 4.935100E+06, 5.123607E+06, 5.318392E+06, 5.519632E+06, 5.727511E+06, 5.942216E+06, 6.163938E+06, 6.392876E+06, 6.629227E+06, 6.873200E+06, 7.125003E+06, 7.384852E+06, 7.652965E+06, 7.929568E+06, 8.214892E+06, 8.509172E+06, 8.812648E+06, 9.125564E+06, 9.448175E+06, 9.780735E+06, 1.012351E+07, 1.047676E+07, 1.084077E+07, 1.121581E+07, 1.160218E+07, 1.200016E+07, 1.241004E+07, 1.283216E+07, 1.326679E+07, 1.371428E+07, 1.417493E+07, 1.464909E+07, 1.513710E+07, 1.563929E+07, 1.615602E+07, 1.668766E+07, 1.723457E+07, 1.779711E+07, 1.837569E+07, 1.897069E+07, 1.958250E+07, 2.021154E+07, 2.085822E+07, 2.152296E+07, 2.220619E+07, 2.290836E+07, 2.362991E+07, 2.437130E+07, 2.513301E+07, 2.591549E+07, 2.671925E+07, 2.754476E+07, 2.839256E+07, 2.926313E+07, 3.015701E+07, 3.107473E+07, 3.201683E+07, 3.298388E+07, 3.397643E+07, 3.499506E+07, 3.604036E+07, 3.711292E+07, 3.821335E+07, 3.934228E+07, 4.050034E+07, 4.168816E+07, 4.290641E+07, 4.415574E+07, 4.543684E+07, 4.675041E+07, 4.809713E+07, 4.947775E+07, 5.089295E+07, 5.234353E+07, 5.383021E+07, 5.535377E+07, 5.691499E+07, 5.851466E+07, 6.015362E+07, 6.183265E+07, 6.355263E+07, 6.531438E+07, 6.711880E+07, 6.896675E+07, 7.085915E+07, 7.279690E+07, 7.478094E+07, 7.681222E+07, 7.889167E+07, 8.102032E+07, 8.319913E+07, 8.542910E+07, 8.771130E+07, 9.004675E+07, 9.243653E+07, 9.488168E+07, 9.738336E+07, 9.994264E+07, 1.025607E+08, 1.052386E+08, 1.079777E+08, 1.107790E+08, 1.136438E+08, 1.165733E+08, 1.195688E+08, 1.226315E+08, 1.257627E+08, 1.289638E+08, 1.322361E+08, 1.355809E+08, 1.389997E+08, 1.424937E+08, 1.460644E+08, 1.497134E+08, 1.534419E+08, 1.572516E+08, 1.611440E+08, 1.651205E+08, 1.691827E+08, 1.733323E+08, 1.775707E+08, 1.818997E+08, 1.863209E+08, 1.908360E+08, 1.954467E+08, 2.001547E+08, 2.049618E+08, 2.098698E+08, 2.148804E+08, 2.199955E+08, 2.252171E+08, 2.305469E+08, 2.359869E+08, 2.415391E+08, 2.472055E+08, 2.529879E+08, 2.588885E+08, 2.649093E+08, 2.710526E+08, 2.773203E+08, 2.837146E+08, 2.902377E+08, 2.968919E+08, 3.036794E+08, 3.106024E+08, 3.176634E+08, 3.248646E+08, 3.322085E+08, 3.396974E+08, 3.473338E+08, 3.551202E+08, 3.630592E+08, 3.711532E+08, 3.794049E+08, 3.878168E+08, 3.963918E+08, 4.051325E+08, 4.140415E+08, 4.231217E+08, 4.323760E+08, 4.418071E+08, 4.514179E+08, 4.612114E+08, 4.711906E+08, 4.813584E+08, 4.917181E+08, 5.022725E+08, 5.130247E+08, 5.239784E+08, 5.351362E+08, 5.465017E+08, 5.580781E+08, 5.698688E+08, 5.818772E+08, 5.941066E+08, 6.065607E+08, 6.192429E+08, 6.321570E+08, 6.453063E+08, 6.586945E+08, 6.723256E+08, 6.862031E+08, 7.003311E+08, 7.147130E+08, 7.293532E+08, 7.442553E+08, 7.594235E+08, 7.748621E+08, 7.905748E+08, 8.065659E+08, 8.228396E+08, 8.394004E+08, 8.562524E+08, 8.734002E+08, 8.908479E+08, 9.086004E+08, 9.266618E+08, 9.450372E+08, 9.637309E+08, 9.827476E+08, 1.002092E+09, 1.021770E+09, 1.041785E+09, 1.062143E+09, 1.082849E+09, 1.103907E+09, 1.125323E+09, 1.147103E+09, 1.169250E+09, 1.191772E+09, 1.214672E+09, 1.237957E+09, 1.261633E+09, 1.285703E+09, 1.310176E+09, 1.335054E+09, 1.360347E+09, 1.386058E+09, 1.412194E+09, 1.438760E+09, 1.465763E+09, 1.493209E+09, 1.521104E+09, 1.549455E+09, 1.578268E+09, 1.607548E+09, 1.637304E+09, 1.667540E+09, 1.698265E+09, 1.729485E+09, 1.761206E+09, 1.793435E+09, 1.826181E+09, 1.859449E+09, 1.893246E+09, 1.927580E+09, 1.962458E+09, 1.997889E+09, 2.033878E+09, 2.070434E+09, 2.107564E+09, 2.145276E+09, 2.183577E+09, 2.222477E+09, 2.261982E+09, 2.302100E+09, 2.342841E+09, 2.384212E+09, 2.426222E+09, 2.468878E+09, 2.512190E+09, 2.556165E+09, 2.600814E+09, 2.646145E+09, 2.692165E+09, 2.738886E+09, 2.786314E+09, 2.834462E+09, 2.883336E+09, 2.932947E+09, 2.983304E+09, 3.034416E+09, 3.086294E+09, 3.138948E+09, 3.192386E+09, 3.246619E+09, 3.301658E+09, 3.357512E+09, 3.414192E+09, 3.471709E+09, 3.530073E+09, 3.589294E+09, 3.649384E+09, 3.710352E+09, 3.772210E+09, 3.834971E+09, 3.898645E+09, 3.963242E+09, 4.028774E+09, 4.095255E+09, 4.162693E+09, 4.231102E+09, 4.300495E+09, 4.370882E+09, 4.442276E+09, 4.514690E+09, 4.588134E+09, 4.662624E+09, 4.738170E+09, 4.814787E+09, 4.892485E+09, 4.971281E+09, 5.051186E+09, 5.132213E+09, 5.214378E+09, 5.297690E+09, 5.382167E+09, 5.467822E+09, 5.554667E+09, 5.642719E+09, 5.731990E+09, 5.822497E+09, 5.914252E+09, 6.007272E+09, 6.101570E+09, 6.197161E+09, 6.294063E+09, 6.392288E+09, 6.491855E+09, 6.592776E+09, 6.695068E+09, 6.798749E+09, 6.903832E+09, 7.010336E+09, 7.118276E+09, 7.227669E+09, 7.338529E+09, 7.450879E+09, 7.564731E+09, 7.680104E+09, 7.797015E+09, 7.915481E+09, 8.035521E+09, 8.157153E+09, 8.280394E+09, 8.405262E+09, 8.531778E+09, 8.659956E+09, 8.789818E+09, 8.921384E+09, 9.054670E+09, 9.189698E+09, 9.326487E+09, 9.465054E+09, 9.605421E+09, 9.747608E+09, 9.891634E+09, 1.003752E+10, 1.018529E+10, 1.033496E+10, 1.048655E+10, 1.064009E+10, 1.079559E+10, 1.095308E+10, 1.111257E+10, 1.127410E+10, 1.143768E+10, 1.160334E+10, 1.177109E+10, 1.194096E+10, 1.211297E+10, 1.228715E+10, 1.246353E+10, 1.264211E+10, ]) # ============================ M = 49, I = 1 ============================ M = 49 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.721482E+02, 5.256058E+03, 1.484065E+04, 2.725200E+04, 4.195360E+04, 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============================ M = 49, I = 2 ============================ M = 49 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.536789E+02, 1.080672E+04, 3.051437E+04, 5.603452E+04, 8.626397E+04, 1.205883E+05, 1.586607E+05, 2.003359E+05, 2.456297E+05, 2.946849E+05, 3.477454E+05, 4.051369E+05, 4.672544E+05, 5.345528E+05, 6.075410E+05, 6.867778E+05, 7.728699E+05, 8.664702E+05, 9.682790E+05, 1.079043E+06, 1.199559E+06, 1.330674E+06, 1.473287E+06, 1.628355E+06, 1.796890E+06, 1.979969E+06, 2.178730E+06, 2.394382E+06, 2.628204E+06, 2.881550E+06, 3.155851E+06, 3.452624E+06, 3.773470E+06, 4.120081E+06, 4.494246E+06, 4.897851E+06, 5.332888E+06, 5.801456E+06, 6.305766E+06, 6.848151E+06, 7.431066E+06, 8.057096E+06, 8.728957E+06, 9.449507E+06, 1.022175E+07, 1.104884E+07, 1.193409E+07, 1.288098E+07, 1.389314E+07, 1.497442E+07, 1.612881E+07, 1.736050E+07, 1.867390E+07, 2.007361E+07, 2.156443E+07, 2.315140E+07, 2.483978E+07, 2.663507E+07, 2.854302E+07, 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1.871924E+12, 1.903059E+12, 1.934644E+12, 1.966684E+12, 1.999186E+12, 2.032153E+12, 2.065592E+12, 2.099508E+12, 2.133909E+12, 2.168799E+12, 2.204184E+12, 2.240070E+12, 2.276463E+12, 2.313370E+12, 2.350797E+12, 2.388749E+12, 2.427233E+12, 2.466256E+12, 2.505822E+12, 2.545941E+12, 2.586617E+12, 2.627857E+12, 2.669669E+12, 2.712058E+12, 2.755031E+12, 2.798596E+12, 2.842758E+12, 2.887526E+12, 2.932907E+12, 2.978906E+12, 3.025532E+12, 3.072792E+12, 3.120692E+12, 3.169242E+12, 3.218447E+12, 3.268315E+12, 3.318854E+12, 3.370072E+12, 3.421977E+12, 3.474576E+12, 3.527877E+12, 3.581888E+12, 3.636616E+12, 3.692072E+12, 3.748262E+12, 3.805194E+12, 3.862878E+12, 3.921320E+12, 3.980532E+12, 4.040519E+12, 4.101291E+12, 4.162857E+12, 4.225226E+12, 4.288407E+12, 4.352408E+12, 4.417239E+12, 4.482908E+12, 4.549425E+12, 4.616799E+12, 4.685041E+12, 4.754159E+12, 4.824161E+12, 4.895060E+12, 4.966862E+12, 5.039582E+12, 5.113224E+12, 5.187802E+12, 5.263324E+12, 5.339802E+12, 5.417245E+12, 5.495663E+12, 5.575066E+12, 5.655469E+12, 5.736877E+12, 5.819302E+12, 5.902758E+12, 5.987253E+12, 6.072797E+12, 6.159404E+12, 6.247083E+12, 6.335849E+12, 6.425708E+12, 6.516676E+12, 6.608762E+12, 6.701978E+12, 6.796336E+12, 6.891848E+12, ]) # ============================ M = 50, I = 1 ============================ M = 50 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.769359E+00, 1.755338E+01, 4.269008E+01, 7.002750E+01, 9.812482E+01, 1.265702E+02, 1.552039E+02, 1.839512E+02, 2.127726E+02, 2.416451E+02, 2.705546E+02, 2.994920E+02, 3.284512E+02, 3.574280E+02, 3.864199E+02, 4.154258E+02, 4.444456E+02, 4.734805E+02, 5.025328E+02, 5.316063E+02, 5.607056E+02, 5.898367E+02, 6.190063E+02, 6.482223E+02, 6.774934E+02, 7.068286E+02, 7.362378E+02, 7.657310E+02, 7.953188E+02, 8.250115E+02, 8.548198E+02, 8.847542E+02, 9.148251E+02, 9.450428E+02, 9.754171E+02, 1.005958E+03, 1.036675E+03, 1.067576E+03, 1.098671E+03, 1.129968E+03, 1.161475E+03, 1.193200E+03, 1.225149E+03, 1.257330E+03, 1.289749E+03, 1.322413E+03, 1.355328E+03, 1.388498E+03, 1.421930E+03, 1.455628E+03, 1.489597E+03, 1.523841E+03, 1.558366E+03, 1.593174E+03, 1.628269E+03, 1.663656E+03, 1.699336E+03, 1.735315E+03, 1.771594E+03, 1.808177E+03, 1.845066E+03, 1.882263E+03, 1.919771E+03, 1.957593E+03, 1.995730E+03, 2.034185E+03, 2.072959E+03, 2.112054E+03, 2.151472E+03, 2.191214E+03, 2.231283E+03, 2.271679E+03, 2.312404E+03, 2.353459E+03, 2.394846E+03, 2.436566E+03, 2.478619E+03, 2.521007E+03, 2.563731E+03, 2.606792E+03, 2.650190E+03, 2.693927E+03, 2.738004E+03, 2.782421E+03, 2.827179E+03, 2.872279E+03, 2.917721E+03, 2.963507E+03, 3.009636E+03, 3.056110E+03, 3.102928E+03, 3.150092E+03, 3.197602E+03, 3.245459E+03, 3.293662E+03, 3.342213E+03, 3.391112E+03, 3.440359E+03, 3.489955E+03, 3.539901E+03, 3.590195E+03, 3.640840E+03, 3.691834E+03, 3.743180E+03, 3.794876E+03, 3.846924E+03, 3.899323E+03, 3.952073E+03, 4.005176E+03, 4.058632E+03, 4.112439E+03, 4.166600E+03, 4.221114E+03, 4.275981E+03, 4.331202E+03, 4.386776E+03, 4.442704E+03, 4.498987E+03, 4.555624E+03, 4.612615E+03, 4.669962E+03, 4.727663E+03, 4.785719E+03, 4.844131E+03, 4.902898E+03, 4.962021E+03, 5.021499E+03, 5.081334E+03, 5.141524E+03, 5.202071E+03, 5.262974E+03, 5.324234E+03, 5.385850E+03, 5.447823E+03, 5.510152E+03, 5.572839E+03, 5.635883E+03, 5.699284E+03, 5.763043E+03, 5.827159E+03, 5.891632E+03, 5.956463E+03, 6.021652E+03, 6.087199E+03, 6.153104E+03, 6.219367E+03, 6.285988E+03, 6.352967E+03, 6.420305E+03, 6.488001E+03, 6.556055E+03, 6.624468E+03, 6.693240E+03, 6.762371E+03, 6.831861E+03, 6.901709E+03, 6.971917E+03, 7.042484E+03, 7.113410E+03, 7.184695E+03, 7.256340E+03, 7.328343E+03, 7.400707E+03, 7.473430E+03, 7.546512E+03, 7.619955E+03, 7.693757E+03, 7.767919E+03, 7.842440E+03, 7.917322E+03, 7.992564E+03, 8.068166E+03, 8.144128E+03, 8.220450E+03, 8.297133E+03, 8.374176E+03, 8.451579E+03, 8.529343E+03, 8.607467E+03, 8.685952E+03, 8.764797E+03, 8.844003E+03, 8.923570E+03, 9.003498E+03, 9.083787E+03, 9.164436E+03, 9.245447E+03, 9.326818E+03, 9.408550E+03, 9.490644E+03, 9.573099E+03, 9.655915E+03, 9.739093E+03, 9.822631E+03, 9.906531E+03, 9.990793E+03, 1.007542E+04, 1.016040E+04, 1.024575E+04, 1.033145E+04, 1.041752E+04, 1.050395E+04, 1.059075E+04, 1.067790E+04, 1.076542E+04, 1.085330E+04, 1.094154E+04, 1.103014E+04, 1.111911E+04, 1.120843E+04, 1.129812E+04, 1.138817E+04, 1.147859E+04, 1.156936E+04, 1.166050E+04, 1.175200E+04, 1.184386E+04, 1.193609E+04, 1.202868E+04, 1.212163E+04, 1.221494E+04, 1.230862E+04, 1.240266E+04, 1.249706E+04, 1.259182E+04, 1.268695E+04, 1.278244E+04, 1.287829E+04, 1.297451E+04, 1.307109E+04, 1.316803E+04, 1.326533E+04, 1.336300E+04, 1.346103E+04, 1.355943E+04, 1.365818E+04, 1.375730E+04, 1.385679E+04, 1.395664E+04, 1.405685E+04, 1.415742E+04, 1.425836E+04, 1.435966E+04, 1.446133E+04, 1.456336E+04, 1.466575E+04, 1.476850E+04, 1.487162E+04, 1.497511E+04, 1.507896E+04, 1.518317E+04, 1.528774E+04, 1.539268E+04, 1.549799E+04, 1.560365E+04, 1.570968E+04, 1.581608E+04, 1.592284E+04, 1.602996E+04, 1.613745E+04, 1.624531E+04, 1.635352E+04, 1.646210E+04, 1.657105E+04, 1.668036E+04, 1.679003E+04, 1.690007E+04, 1.701048E+04, 1.712124E+04, 1.723238E+04, 1.734388E+04, 1.745574E+04, 1.756796E+04, 1.768056E+04, 1.779351E+04, 1.790683E+04, 1.802052E+04, 1.813457E+04, 1.824899E+04, 1.836377E+04, 1.847892E+04, 1.859443E+04, 1.871031E+04, 1.882655E+04, 1.894315E+04, 1.906013E+04, 1.917747E+04, 1.929517E+04, 1.941324E+04, 1.953167E+04, 1.965047E+04, 1.976964E+04, 1.988917E+04, 2.000906E+04, 2.012933E+04, 2.024995E+04, 2.037094E+04, 2.049230E+04, 2.061403E+04, 2.073612E+04, 2.085858E+04, 2.098140E+04, 2.110459E+04, 2.122814E+04, 2.135206E+04, 2.147635E+04, 2.160100E+04, 2.172602E+04, 2.185140E+04, 2.197715E+04, 2.210327E+04, 2.222975E+04, 2.235660E+04, 2.248382E+04, 2.261140E+04, 2.273935E+04, 2.286767E+04, 2.299635E+04, 2.312540E+04, 2.325481E+04, 2.338459E+04, 2.351474E+04, 2.364525E+04, 2.377614E+04, 2.390738E+04, 2.403900E+04, 2.417098E+04, 2.430333E+04, 2.443605E+04, 2.456913E+04, 2.470258E+04, 2.483640E+04, 2.497058E+04, 2.510513E+04, 2.524005E+04, 2.537534E+04, 2.551099E+04, 2.564701E+04, 2.578340E+04, 2.592015E+04, 2.605727E+04, 2.619476E+04, 2.633262E+04, 2.647085E+04, 2.660944E+04, 2.674840E+04, 2.688772E+04, 2.702742E+04, 2.716748E+04, 2.730791E+04, 2.744871E+04, 2.758988E+04, 2.773141E+04, 2.787331E+04, 2.801558E+04, 2.815822E+04, 2.830123E+04, 2.844460E+04, 2.858834E+04, 2.873245E+04, 2.887693E+04, 2.902178E+04, 2.916699E+04, 2.931257E+04, 2.945853E+04, 2.960485E+04, 2.975153E+04, 2.989859E+04, 3.004601E+04, 3.019381E+04, 3.034197E+04, 3.049050E+04, 3.063940E+04, 3.078867E+04, 3.093831E+04, 3.108831E+04, 3.123869E+04, 3.138943E+04, 3.154054E+04, 3.169202E+04, 3.184387E+04, 3.199609E+04, 3.214868E+04, 3.230163E+04, 3.245496E+04, 3.260865E+04, 3.276272E+04, 3.291715E+04, 3.307195E+04, 3.322713E+04, 3.338267E+04, 3.353858E+04, 3.369486E+04, 3.385151E+04, 3.400853E+04, 3.416592E+04, 3.432367E+04, 3.448180E+04, 3.464030E+04, 3.479917E+04, 3.495840E+04, 3.511801E+04, 3.527799E+04, 3.543833E+04, 3.559905E+04, 3.576013E+04, 3.592159E+04, 3.608341E+04, 3.624561E+04, 3.640818E+04, 3.657111E+04, 3.673442E+04, 3.689809E+04, 3.706214E+04, 3.722656E+04, 3.739135E+04, 3.755650E+04, 3.772203E+04, 3.788793E+04, 3.805420E+04, 3.822084E+04, 3.838785E+04, 3.855523E+04, 3.872298E+04, 3.889110E+04, 3.905959E+04, 3.922845E+04, 3.939769E+04, 3.956729E+04, 3.973727E+04, 3.990761E+04, 4.007833E+04, 4.024942E+04, 4.042088E+04, 4.059271E+04, 4.076491E+04, 4.093748E+04, 4.111043E+04, 4.128374E+04, 4.145743E+04, 4.163149E+04, 4.180592E+04, 4.198071E+04, 4.215589E+04, 4.233143E+04, 4.250734E+04, 4.268363E+04, 4.286029E+04, 4.303732E+04, 4.321472E+04, 4.339249E+04, 4.357063E+04, 4.374915E+04, 4.392804E+04, 4.410730E+04, 4.428693E+04, 4.446693E+04, 4.464731E+04, 4.482805E+04, 4.500917E+04, 4.519066E+04, 4.537253E+04, 4.555476E+04, 4.573737E+04, 4.592035E+04, 4.610370E+04, 4.628743E+04, 4.647153E+04, 4.665600E+04, 4.684084E+04, 4.702605E+04, 4.721164E+04, 4.739760E+04, 4.758393E+04, 4.777063E+04, 4.795771E+04, 4.814516E+04, 4.833298E+04, 4.852118E+04, 4.870975E+04, 4.889869E+04, 4.908800E+04, 4.927769E+04, 4.946775E+04, 4.965818E+04, 4.984899E+04, 5.004017E+04, 5.023172E+04, 5.042365E+04, 5.061594E+04, 5.080862E+04, 5.100166E+04, 5.119508E+04, 5.138887E+04, 5.158304E+04, 5.177758E+04, 5.197249E+04, 5.216778E+04, 5.236344E+04, 5.255947E+04, 5.275588E+04, ]) # ============================ M = 50, I = 2 ============================ M = 50 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.783955E+00, 1.782253E+01, 4.343162E+01, 7.130062E+01, 9.995050E+01, 1.289582E+02, 1.581594E+02, 1.874774E+02, 2.168715E+02, 2.463183E+02, 2.758031E+02, 3.053165E+02, 3.348524E+02, 3.644065E+02, 3.939762E+02, 4.235605E+02, 4.531594E+02, 4.827743E+02, 5.124079E+02, 5.420641E+02, 5.717480E+02, 6.014661E+02, 6.312255E+02, 6.610346E+02, 6.909025E+02, 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4.480288E+04, 4.498660E+04, 4.517071E+04, 4.535520E+04, 4.554007E+04, 4.572533E+04, 4.591097E+04, 4.609699E+04, 4.628340E+04, 4.647019E+04, 4.665736E+04, 4.684492E+04, 4.703285E+04, 4.722118E+04, 4.740988E+04, 4.759897E+04, 4.778844E+04, 4.797830E+04, 4.816854E+04, 4.835917E+04, 4.855017E+04, 4.874157E+04, 4.893334E+04, 4.912550E+04, 4.931804E+04, 4.951097E+04, 4.970428E+04, 4.989797E+04, 5.009205E+04, 5.028651E+04, 5.048136E+04, 5.067659E+04, 5.087221E+04, 5.106821E+04, 5.126459E+04, 5.146136E+04, 5.165851E+04, 5.185605E+04, 5.205397E+04, 5.225228E+04, 5.245097E+04, 5.265004E+04, 5.284950E+04, 5.304935E+04, 5.324957E+04, 5.345019E+04, 5.365119E+04, 5.385257E+04, 5.405434E+04, 5.425649E+04, ]) # ============================ M = 50, I = 3 ============================ M = 50 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.829108E+00, 1.863493E+01, 4.566608E+01, 7.513559E+01, 1.054492E+02, 1.361498E+02, 1.670599E+02, 1.980964E+02, 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4.524088E+04, 4.543345E+04, 4.562644E+04, 4.581984E+04, 4.601366E+04, 4.620789E+04, 4.640255E+04, 4.659762E+04, 4.679310E+04, 4.698900E+04, 4.718532E+04, 4.738206E+04, 4.757921E+04, 4.777678E+04, 4.797477E+04, 4.817317E+04, 4.837199E+04, 4.857123E+04, 4.877088E+04, 4.897095E+04, 4.917144E+04, 4.937235E+04, 4.957367E+04, 4.977541E+04, 4.997757E+04, 5.018014E+04, 5.038313E+04, 5.058654E+04, 5.079037E+04, 5.099461E+04, 5.119928E+04, 5.140436E+04, 5.160985E+04, 5.181577E+04, 5.202210E+04, 5.222885E+04, 5.243602E+04, 5.264361E+04, 5.285161E+04, 5.306003E+04, 5.326887E+04, 5.347813E+04, 5.368781E+04, 5.389790E+04, 5.410841E+04, 5.431935E+04, 5.453069E+04, 5.474246E+04, 5.495465E+04, 5.516725E+04, 5.538028E+04, 5.559372E+04, 5.580758E+04, 5.602186E+04, 5.623655E+04, 5.645167E+04, 5.666720E+04, 5.688316E+04, 5.709953E+04, 5.731632E+04, 5.753353E+04, 5.775116E+04, 5.796921E+04, 5.818767E+04, 5.840656E+04, 5.862586E+04, 5.884559E+04, ]) # ============================ M = 51, I = 1 ============================ M = 51 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 7.261809E+00, 1.037883E+02, 2.646059E+02, 4.734199E+02, 7.232493E+02, 1.007900E+03, 1.323118E+03, 1.665993E+03, 2.034397E+03, 2.426674E+03, 2.841470E+03, 3.277651E+03, 3.734246E+03, 4.210424E+03, 4.705466E+03, 5.218762E+03, 5.749809E+03, 6.298203E+03, 6.863650E+03, 7.445963E+03, 8.045071E+03, 8.661014E+03, 9.293951E+03, 9.944155E+03, 1.061201E+04, 1.129802E+04, 1.200278E+04, 1.272700E+04, 1.347148E+04, 1.423713E+04, 1.502492E+04, 1.583592E+04, 1.667129E+04, 1.753223E+04, 1.842004E+04, 1.933607E+04, 2.028176E+04, 2.125858E+04, 2.226808E+04, 2.331187E+04, 2.439162E+04, 2.550905E+04, 2.666594E+04, 2.786416E+04, 2.910560E+04, 3.039223E+04, 3.172609E+04, 3.310929E+04, 3.454398E+04, 3.603241E+04, 3.757689E+04, 3.917980E+04, 4.084361E+04, 4.257086E+04, 4.436418E+04, 4.622628E+04, 4.815996E+04, 5.016812E+04, 5.225375E+04, 5.441995E+04, 5.666990E+04, 5.900691E+04, 6.143439E+04, 6.395587E+04, 6.657499E+04, 6.929551E+04, 7.212135E+04, 7.505651E+04, 7.810517E+04, 8.127162E+04, 8.456032E+04, 8.797585E+04, 9.152298E+04, 9.520660E+04, 9.903179E+04, 1.030038E+05, 1.071281E+05, 1.114101E+05, 1.158559E+05, 1.204712E+05, 1.252623E+05, 1.302355E+05, 1.353975E+05, 1.407551E+05, 1.463152E+05, 1.520852E+05, 1.580726E+05, 1.642850E+05, 1.707305E+05, 1.774174E+05, 1.843541E+05, 1.915495E+05, 1.990125E+05, 2.067527E+05, 2.147796E+05, 2.231032E+05, 2.317338E+05, 2.406820E+05, 2.499588E+05, 2.595754E+05, 2.695435E+05, 2.798751E+05, 2.905825E+05, 3.016786E+05, 3.131765E+05, 3.250896E+05, 3.374322E+05, 3.502184E+05, 3.634632E+05, 3.771819E+05, 3.913902E+05, 4.061043E+05, 4.213411E+05, 4.371177E+05, 4.534518E+05, 4.703618E+05, 4.878665E+05, 5.059851E+05, 5.247378E+05, 5.441450E+05, 5.642279E+05, 5.850081E+05, 6.065082E+05, 6.287512E+05, 6.517608E+05, 6.755613E+05, 7.001779E+05, 7.256365E+05, 7.519635E+05, 7.791864E+05, 8.073331E+05, 8.364327E+05, 8.665148E+05, 8.976100E+05, 9.297497E+05, 9.629663E+05, 9.972928E+05, 1.032764E+06, 1.069413E+06, 1.107278E+06, 1.146396E+06, 1.186804E+06, 1.228541E+06, 1.271648E+06, 1.316165E+06, 1.362136E+06, 1.409604E+06, 1.458614E+06, 1.509210E+06, 1.561442E+06, 1.615356E+06, 1.671003E+06, 1.728434E+06, 1.787701E+06, 1.848858E+06, 1.911960E+06, 1.977064E+06, 2.044227E+06, 2.113510E+06, 2.184974E+06, 2.258682E+06, 2.334697E+06, 2.413086E+06, 2.493917E+06, 2.577259E+06, 2.663184E+06, 2.751764E+06, 2.843075E+06, 2.937194E+06, 3.034199E+06, 3.134171E+06, 3.237194E+06, 3.343351E+06, 3.452730E+06, 3.565421E+06, 3.681515E+06, 3.801105E+06, 3.924287E+06, 4.051161E+06, 4.181826E+06, 4.316386E+06, 4.454947E+06, 4.597618E+06, 4.744508E+06, 4.895733E+06, 5.051408E+06, 5.211653E+06, 5.376590E+06, 5.546345E+06, 5.721044E+06, 5.900820E+06, 6.085806E+06, 6.276140E+06, 6.471962E+06, 6.673418E+06, 6.880653E+06, 7.093820E+06, 7.313072E+06, 7.538566E+06, 7.770466E+06, 8.008937E+06, 8.254146E+06, 8.506269E+06, 8.765481E+06, 9.031964E+06, 9.305904E+06, 9.587490E+06, 9.876915E+06, 1.017438E+07, 1.048008E+07, 1.079424E+07, 1.111705E+07, 1.144874E+07, 1.178953E+07, 1.213964E+07, 1.249931E+07, 1.286877E+07, 1.324827E+07, 1.363806E+07, 1.403838E+07, 1.444949E+07, 1.487166E+07, 1.530516E+07, 1.575027E+07, 1.620726E+07, 1.667642E+07, 1.715806E+07, 1.765246E+07, 1.815994E+07, 1.868080E+07, 1.921538E+07, 1.976399E+07, 2.032697E+07, 2.090467E+07, 2.149742E+07, 2.210560E+07, 2.272955E+07, 2.336965E+07, 2.402628E+07, 2.469983E+07, 2.539069E+07, 2.609927E+07, 2.682597E+07, 2.757122E+07, 2.833544E+07, 2.911907E+07, 2.992257E+07, 3.074638E+07, 3.159097E+07, 3.245681E+07, 3.334440E+07, 3.425422E+07, 3.518677E+07, 3.614258E+07, 3.712217E+07, 3.812607E+07, 3.915483E+07, 4.020900E+07, 4.128916E+07, 4.239589E+07, 4.352977E+07, 4.469142E+07, 4.588143E+07, 4.710045E+07, 4.834911E+07, 4.962806E+07, 5.093798E+07, 5.227953E+07, 5.365341E+07, 5.506032E+07, 5.650098E+07, 5.797613E+07, 5.948651E+07, 6.103288E+07, 6.261603E+07, 6.423673E+07, 6.589579E+07, 6.759405E+07, 6.933232E+07, 7.111148E+07, 7.293238E+07, 7.479592E+07, 7.670299E+07, 7.865451E+07, 8.065143E+07, 8.269470E+07, 8.478528E+07, 8.692418E+07, 8.911240E+07, 9.135097E+07, 9.364093E+07, 9.598336E+07, 9.837934E+07, 1.008300E+08, 1.033364E+08, 1.058998E+08, 1.085212E+08, 1.112020E+08, 1.139432E+08, 1.167462E+08, 1.196122E+08, 1.225424E+08, 1.255383E+08, 1.286010E+08, 1.317320E+08, 1.349327E+08, 1.382043E+08, 1.415485E+08, 1.449665E+08, 1.484599E+08, 1.520302E+08, 1.556789E+08, 1.594076E+08, 1.632178E+08, 1.671112E+08, 1.710895E+08, 1.751542E+08, 1.793070E+08, 1.835498E+08, 1.878842E+08, 1.923121E+08, 1.968353E+08, 2.014556E+08, 2.061749E+08, 2.109951E+08, 2.159182E+08, 2.209462E+08, 2.260811E+08, 2.313248E+08, 2.366797E+08, 2.421476E+08, 2.477309E+08, 2.534317E+08, 2.592522E+08, 2.651947E+08, 2.712615E+08, 2.774551E+08, 2.837776E+08, 2.902317E+08, 2.968197E+08, 3.035442E+08, 3.104078E+08, 3.174129E+08, 3.245624E+08, 3.318587E+08, 3.393048E+08, 3.469033E+08, 3.546571E+08, 3.625690E+08, 3.706420E+08, 3.788790E+08, 3.872830E+08, 3.958571E+08, 4.046044E+08, 4.135280E+08, 4.226313E+08, 4.319173E+08, 4.413895E+08, 4.510513E+08, 4.609060E+08, 4.709571E+08, 4.812081E+08, 4.916628E+08, 5.023246E+08, 5.131974E+08, 5.242849E+08, 5.355909E+08, 5.471193E+08, 5.588741E+08, 5.708592E+08, 5.830789E+08, 5.955371E+08, 6.082381E+08, 6.211863E+08, 6.343858E+08, 6.478413E+08, 6.615570E+08, 6.755376E+08, 6.897878E+08, 7.043120E+08, 7.191153E+08, 7.342024E+08, 7.495782E+08, 7.652476E+08, 7.812159E+08, 7.974881E+08, 8.140694E+08, 8.309652E+08, 8.481808E+08, 8.657217E+08, 8.835935E+08, 9.018018E+08, 9.203524E+08, 9.392510E+08, 9.585035E+08, 9.781159E+08, 9.980944E+08, 1.018445E+09, 1.039174E+09, 1.060288E+09, 1.081793E+09, 1.103696E+09, 1.126004E+09, 1.148722E+09, 1.171859E+09, 1.195421E+09, 1.219415E+09, 1.243848E+09, 1.268727E+09, 1.294060E+09, 1.319855E+09, 1.346119E+09, 1.372859E+09, 1.400084E+09, 1.427801E+09, 1.456019E+09, 1.484745E+09, 1.513988E+09, 1.543757E+09, 1.574059E+09, 1.604904E+09, 1.636300E+09, 1.668256E+09, 1.700781E+09, 1.733885E+09, 1.767576E+09, 1.801865E+09, 1.836760E+09, 1.872271E+09, 1.908409E+09, 1.945182E+09, 1.982602E+09, 2.020679E+09, 2.059423E+09, 2.098844E+09, 2.138953E+09, 2.179762E+09, 2.221280E+09, 2.263520E+09, 2.306492E+09, 2.350209E+09, 2.394681E+09, 2.439921E+09, 2.485940E+09, 2.532751E+09, 2.580366E+09, 2.628798E+09, 2.678058E+09, 2.728161E+09, 2.779119E+09, 2.830944E+09, 2.883652E+09, 2.937254E+09, 2.991765E+09, 3.047199E+09, 3.103570E+09, 3.160892E+09, 3.219180E+09, 3.278448E+09, 3.338712E+09, 3.399986E+09, 3.462286E+09, 3.525627E+09, 3.590025E+09, 3.655496E+09, 3.722057E+09, 3.789723E+09, 3.858511E+09, 3.928438E+09, 3.999522E+09, 4.071778E+09, 4.145226E+09, 4.219882E+09, 4.295765E+09, 4.372892E+09, 4.451283E+09, 4.530956E+09, 4.611930E+09, 4.694224E+09, 4.777858E+09, 4.862851E+09, 4.949224E+09, 5.036996E+09, 5.126189E+09, 5.216822E+09, 5.308918E+09, 5.402496E+09, 5.497580E+09, 5.594191E+09, 5.692350E+09, 5.792082E+09, 5.893407E+09, 5.996350E+09, 6.100934E+09, 6.207182E+09, 6.315118E+09, 6.424767E+09, 6.536153E+09, 6.649302E+09, 6.764237E+09, 6.880986E+09, ]) # ============================ M = 51, I = 2 ============================ M = 51 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.475871E+01, 2.129759E+02, 5.432576E+02, 9.721340E+02, 1.485266E+03, 2.069934E+03, 2.717394E+03, 3.421671E+03, 4.178396E+03, 4.984162E+03, 5.836191E+03, 6.732154E+03, 7.670061E+03, 8.648206E+03, 9.665126E+03, 1.071958E+04, 1.181056E+04, 1.293725E+04, 1.409908E+04, 1.529572E+04, 1.652706E+04, 1.779323E+04, 1.909461E+04, 2.043181E+04, 2.180570E+04, 2.321734E+04, 2.466804E+04, 2.615932E+04, 2.769288E+04, 2.927063E+04, 3.089465E+04, 3.256719E+04, 3.429065E+04, 3.606761E+04, 3.790077E+04, 3.979298E+04, 4.174720E+04, 4.376654E+04, 4.585425E+04, 4.801365E+04, 5.024824E+04, 5.256161E+04, 5.495747E+04, 5.743967E+04, 6.001218E+04, 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2.121307E+09, 2.164018E+09, 2.207513E+09, 2.251805E+09, 2.296908E+09, 2.342835E+09, 2.389600E+09, 2.437216E+09, 2.485697E+09, 2.535058E+09, 2.585313E+09, 2.636476E+09, 2.688564E+09, 2.741589E+09, 2.795568E+09, 2.850517E+09, 2.906451E+09, 2.963386E+09, 3.021338E+09, 3.080324E+09, 3.140360E+09, 3.201463E+09, 3.263651E+09, 3.326940E+09, 3.391349E+09, 3.456895E+09, 3.523596E+09, 3.591472E+09, 3.660540E+09, 3.730819E+09, 3.802329E+09, 3.875089E+09, 3.949119E+09, 4.024439E+09, 4.101069E+09, 4.179030E+09, 4.258343E+09, 4.339029E+09, 4.421109E+09, 4.504606E+09, 4.589540E+09, 4.675936E+09, 4.763815E+09, 4.853200E+09, 4.944115E+09, 5.036584E+09, 5.130630E+09, 5.226277E+09, 5.323551E+09, 5.422477E+09, 5.523080E+09, 5.625384E+09, 5.729418E+09, 5.835206E+09, 5.942776E+09, 6.052156E+09, 6.163371E+09, 6.276450E+09, 6.391423E+09, 6.508316E+09, 6.627159E+09, 6.747982E+09, 6.870815E+09, 6.995687E+09, 7.122630E+09, 7.251673E+09, 7.382850E+09, 7.516191E+09, 7.651729E+09, 7.789496E+09, 7.929527E+09, 8.071854E+09, 8.216512E+09, 8.363535E+09, 8.512957E+09, 8.664816E+09, 8.819145E+09, 8.975983E+09, 9.135365E+09, 9.297329E+09, 9.461913E+09, 9.629155E+09, 9.799094E+09, 9.971769E+09, 1.014722E+10, 1.032549E+10, 1.050661E+10, 1.069064E+10, 1.087760E+10, 1.106755E+10, 1.126053E+10, 1.145657E+10, 1.165573E+10, 1.185805E+10, 1.206358E+10, 1.227235E+10, 1.248442E+10, 1.269984E+10, 1.291864E+10, 1.314089E+10, 1.336662E+10, ]) # ============================ M = 52, I = 1 ============================ M = 52 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.594113E+00, 1.236786E+01, 2.929863E+01, 5.254963E+01, 8.022610E+01, 1.115874E+02, 1.462293E+02, 1.838670E+02, 2.242809E+02, 2.672948E+02, 3.127656E+02, 3.605778E+02, 4.106424E+02, 4.628971E+02, 5.173080E+02, 5.738704E+02, 6.326099E+02, 6.935814E+02, 7.568685E+02, 8.225817E+02, 8.908562E+02, 9.618496E+02, 1.035740E+03, 1.112724E+03, 1.193013E+03, 1.276837E+03, 1.364436E+03, 1.456064E+03, 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2.252788E+09, 2.296376E+09, 2.340728E+09, 2.385856E+09, 2.431773E+09, 2.478490E+09, 2.526021E+09, 2.574378E+09, 2.623573E+09, 2.673621E+09, 2.724533E+09, 2.776324E+09, 2.829007E+09, 2.882596E+09, 2.937105E+09, 2.992547E+09, 3.048938E+09, 3.106292E+09, 3.164624E+09, 3.223948E+09, 3.284279E+09, 3.345634E+09, 3.408027E+09, 3.471474E+09, 3.535992E+09, 3.601596E+09, 3.668303E+09, 3.736130E+09, 3.805093E+09, 3.875209E+09, 3.946496E+09, 4.018971E+09, 4.092652E+09, 4.167557E+09, 4.243704E+09, 4.321112E+09, 4.399798E+09, 4.479784E+09, 4.561086E+09, 4.643726E+09, 4.727722E+09, 4.813095E+09, 4.899865E+09, 4.988051E+09, 5.077676E+09, 5.168760E+09, 5.261324E+09, ]) # ============================ M = 52, I = 2 ============================ M = 52 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.594113E+00, 1.236786E+01, 2.929863E+01, 5.254963E+01, 8.022610E+01, 1.115874E+02, 1.462293E+02, 1.838670E+02, 2.242809E+02, 2.672948E+02, 3.127655E+02, 3.605777E+02, 4.106420E+02, 4.628964E+02, 5.173066E+02, 5.738679E+02, 6.326056E+02, 6.935745E+02, 7.568581E+02, 8.225666E+02, 8.908350E+02, 9.618207E+02, 1.035702E+03, 1.112674E+03, 1.192950E+03, 1.276757E+03, 1.364337E+03, 1.455944E+03, 1.551845E+03, 1.652319E+03, 1.757657E+03, 1.868160E+03, 1.984146E+03, 2.105941E+03, 2.233888E+03, 2.368341E+03, 2.509671E+03, 2.658262E+03, 2.814517E+03, 2.978853E+03, 3.151708E+03, 3.333536E+03, 3.524813E+03, 3.726036E+03, 3.937721E+03, 4.160412E+03, 4.394672E+03, 4.641094E+03, 4.900293E+03, 5.172915E+03, 5.459635E+03, 5.761155E+03, 6.078212E+03, 6.411574E+03, 6.762045E+03, 7.130463E+03, 7.517704E+03, 7.924683E+03, 8.352357E+03, 8.801722E+03, 9.273820E+03, 9.769738E+03, 1.029061E+04, 1.083762E+04, 1.141200E+04, 1.201505E+04, 1.264810E+04, 1.331256E+04, 1.400989E+04, 1.474160E+04, 1.550929E+04, 1.631461E+04, 1.715929E+04, 1.804512E+04, 1.897396E+04, 1.994777E+04, 2.096857E+04, 2.203847E+04, 2.315968E+04, 2.433446E+04, 2.556521E+04, 2.685440E+04, 2.820459E+04, 2.961847E+04, 3.109881E+04, 3.264852E+04, 3.427059E+04, 3.596815E+04, 3.774445E+04, 3.960286E+04, 4.154689E+04, 4.358016E+04, 4.570647E+04, 4.792974E+04, 5.025404E+04, 5.268359E+04, 5.522278E+04, 5.787618E+04, 6.064849E+04, 6.354462E+04, 6.656966E+04, 6.972886E+04, 7.302770E+04, 7.647183E+04, 8.006713E+04, 8.381968E+04, 8.773580E+04, 9.182199E+04, 9.608505E+04, 1.005320E+05, 1.051700E+05, 1.100067E+05, 1.150498E+05, 1.203074E+05, 1.257878E+05, 1.314997E+05, 1.374519E+05, 1.436538E+05, 1.501148E+05, 1.568449E+05, 1.638543E+05, 1.711535E+05, 1.787535E+05, 1.866657E+05, 1.949016E+05, 2.034733E+05, 2.123934E+05, 2.216747E+05, 2.313305E+05, 2.413747E+05, 2.518214E+05, 2.626852E+05, 2.739814E+05, 2.857256E+05, 2.979340E+05, 3.106232E+05, 3.238105E+05, 3.375136E+05, 3.517508E+05, 3.665411E+05, 3.819040E+05, 3.978595E+05, 4.144286E+05, 4.316325E+05, 4.494934E+05, 4.680340E+05, 4.872777E+05, 5.072489E+05, 5.279724E+05, 5.494738E+05, 5.717798E+05, 5.949175E+05, 6.189152E+05, 6.438016E+05, 6.696068E+05, 6.963613E+05, 7.240968E+05, 7.528460E+05, 7.826423E+05, 8.135203E+05, 8.455155E+05, 8.786645E+05, 9.130050E+05, 9.485757E+05, 9.854165E+05, 1.023568E+06, 1.063074E+06, 1.103976E+06, 1.146319E+06, 1.190150E+06, 1.235515E+06, 1.282463E+06, 1.331044E+06, 1.381310E+06, 1.433313E+06, 1.487107E+06, 1.542749E+06, 1.600295E+06, 1.659804E+06, 1.721337E+06, 1.784956E+06, 1.850724E+06, 1.918709E+06, 1.988976E+06, 2.061595E+06, 2.136637E+06, 2.214175E+06, 2.294284E+06, 2.377040E+06, 2.462524E+06, 2.550816E+06, 2.641998E+06, 2.736157E+06, 2.833380E+06, 2.933757E+06, 3.037381E+06, 3.144345E+06, 3.254748E+06, 3.368688E+06, 3.486269E+06, 3.607594E+06, 3.732771E+06, 3.861911E+06, 3.995126E+06, 4.132533E+06, 4.274251E+06, 4.420400E+06, 4.571107E+06, 4.726498E+06, 4.886706E+06, 5.051865E+06, 5.222112E+06, 5.397589E+06, 5.578440E+06, 5.764815E+06, 5.956864E+06, 6.154742E+06, 6.358611E+06, 6.568632E+06, 6.784974E+06, 7.007806E+06, 7.237305E+06, 7.473650E+06, 7.717025E+06, 7.967618E+06, 8.225621E+06, 8.491233E+06, 8.764654E+06, 9.046092E+06, 9.335758E+06, 9.633869E+06, 9.940645E+06, 1.025631E+07, 1.058111E+07, 1.091526E+07, 1.125902E+07, 1.161263E+07, 1.197635E+07, 1.235044E+07, 1.273516E+07, 1.313078E+07, 1.353758E+07, 1.395586E+07, 1.438588E+07, 1.482796E+07, 1.528240E+07, 1.574951E+07, 1.622961E+07, 1.672301E+07, 1.723006E+07, 1.775109E+07, 1.828645E+07, 1.883649E+07, 1.940157E+07, 1.998207E+07, 2.057836E+07, 2.119083E+07, 2.181987E+07, 2.246589E+07, 2.312929E+07, 2.381050E+07, 2.450995E+07, 2.522808E+07, 2.596533E+07, 2.672216E+07, 2.749904E+07, 2.829645E+07, 2.911488E+07, 2.995481E+07, 3.081676E+07, 3.170126E+07, 3.260881E+07, 3.353998E+07, 3.449531E+07, 3.547536E+07, 3.648070E+07, 3.751193E+07, 3.856964E+07, 3.965445E+07, 4.076697E+07, 4.190784E+07, 4.307772E+07, 4.427726E+07, 4.550713E+07, 4.676804E+07, 4.806067E+07, 4.938576E+07, 5.074402E+07, 5.213621E+07, 5.356309E+07, 5.502542E+07, 5.652402E+07, 5.805967E+07, 5.963320E+07, 6.124546E+07, 6.289730E+07, 6.458958E+07, 6.632321E+07, 6.809908E+07, 6.991812E+07, 7.178128E+07, 7.368950E+07, 7.564378E+07, 7.764511E+07, 7.969450E+07, 8.179300E+07, 8.394165E+07, 8.614154E+07, 8.839376E+07, 9.069943E+07, 9.305968E+07, 9.547568E+07, 9.794861E+07, 1.004797E+08, 1.030701E+08, 1.057211E+08, 1.084340E+08, 1.112101E+08, 1.140507E+08, 1.169571E+08, 1.199307E+08, 1.229730E+08, 1.260852E+08, 1.292690E+08, 1.325256E+08, 1.358568E+08, 1.392638E+08, 1.427485E+08, 1.463122E+08, 1.499566E+08, 1.536835E+08, 1.574943E+08, 1.613909E+08, 1.653749E+08, 1.694482E+08, 1.736124E+08, 1.778696E+08, 1.822214E+08, 1.866698E+08, 1.912167E+08, 1.958640E+08, 2.006139E+08, 2.054682E+08, 2.104290E+08, 2.154985E+08, 2.206788E+08, 2.259720E+08, 2.313804E+08, 2.369062E+08, 2.425517E+08, 2.483192E+08, 2.542111E+08, 2.602298E+08, 2.663777E+08, 2.726574E+08, 2.790713E+08, 2.856220E+08, 2.923122E+08, 2.991445E+08, 3.061216E+08, 3.132463E+08, 3.205214E+08, 3.279497E+08, 3.355341E+08, 3.432775E+08, 3.511830E+08, 3.592536E+08, 3.674924E+08, 3.759025E+08, 3.844871E+08, 3.932495E+08, 4.021930E+08, 4.113209E+08, 4.206366E+08, 4.301436E+08, 4.398455E+08, 4.497457E+08, 4.598480E+08, 4.701561E+08, 4.806736E+08, 4.914044E+08, 5.023525E+08, 5.135217E+08, 5.249160E+08, 5.365395E+08, 5.483964E+08, 5.604909E+08, 5.728271E+08, 5.854095E+08, 5.982425E+08, 6.113305E+08, 6.246780E+08, 6.382898E+08, 6.521704E+08, 6.663247E+08, 6.807574E+08, 6.954736E+08, 7.104781E+08, 7.257761E+08, 7.413726E+08, 7.572730E+08, 7.734825E+08, 7.900065E+08, 8.068505E+08, 8.240200E+08, 8.415208E+08, 8.593584E+08, 8.775387E+08, 8.960677E+08, 9.149513E+08, 9.341956E+08, 9.538067E+08, 9.737911E+08, 9.941549E+08, 1.014905E+09, 1.036047E+09, 1.057589E+09, 1.079536E+09, 1.101896E+09, 1.124677E+09, 1.147884E+09, 1.171524E+09, 1.195607E+09, 1.220138E+09, 1.245125E+09, 1.270576E+09, 1.296498E+09, 1.322900E+09, 1.349788E+09, 1.377173E+09, 1.405060E+09, 1.433460E+09, 1.462380E+09, 1.491828E+09, 1.521814E+09, 1.552346E+09, 1.583433E+09, 1.615085E+09, 1.647310E+09, 1.680117E+09, 1.713517E+09, 1.747518E+09, 1.782131E+09, 1.817365E+09, 1.853230E+09, 1.889737E+09, 1.926896E+09, 1.964716E+09, 2.003209E+09, 2.042386E+09, 2.082257E+09, 2.122833E+09, 2.164126E+09, 2.206147E+09, 2.248907E+09, 2.292418E+09, 2.336692E+09, 2.381741E+09, 2.427576E+09, 2.474212E+09, 2.521658E+09, 2.569930E+09, 2.619038E+09, 2.668997E+09, 2.719820E+09, 2.771519E+09, 2.824109E+09, 2.877603E+09, 2.932015E+09, 2.987360E+09, 3.043651E+09, 3.100903E+09, 3.159131E+09, 3.218350E+09, 3.278575E+09, 3.339820E+09, 3.402103E+09, 3.465438E+09, 3.529841E+09, 3.595328E+09, 3.661917E+09, 3.729623E+09, 3.798463E+09, 3.868455E+09, 3.939615E+09, 4.011961E+09, 4.085510E+09, 4.160282E+09, 4.236293E+09, 4.313563E+09, 4.392110E+09, 4.471952E+09, 4.553110E+09, 4.635602E+09, 4.719448E+09, 4.804669E+09, 4.891283E+09, 4.979312E+09, 5.068777E+09, 5.159698E+09, 5.252097E+09, ]) # ============================ M = 52, I = 3 ============================ M = 52 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.594113E+00, 1.236786E+01, 2.929863E+01, 5.254963E+01, 8.022610E+01, 1.115874E+02, 1.462293E+02, 1.838670E+02, 2.242809E+02, 2.672948E+02, 3.127655E+02, 3.605776E+02, 4.106419E+02, 4.628961E+02, 5.173060E+02, 5.738669E+02, 6.326040E+02, 6.935720E+02, 7.568543E+02, 8.225611E+02, 8.908272E+02, 9.618101E+02, 1.035688E+03, 1.112655E+03, 1.192926E+03, 1.276728E+03, 1.364301E+03, 1.455900E+03, 1.551792E+03, 1.652256E+03, 1.757582E+03, 1.868072E+03, 1.984044E+03, 2.105823E+03, 2.233752E+03, 2.368186E+03, 2.509494E+03, 2.658062E+03, 2.814291E+03, 2.978599E+03, 3.151423E+03, 3.333218E+03, 3.524459E+03, 3.725642E+03, 3.937285E+03, 4.159930E+03, 4.394140E+03, 4.640508E+03, 4.899649E+03, 5.172209E+03, 5.458861E+03, 5.760308E+03, 6.077287E+03, 6.410565E+03, 6.760946E+03, 7.129267E+03, 7.516404E+03, 7.923272E+03, 8.350827E+03, 8.800064E+03, 9.272025E+03, 9.767797E+03, 1.028851E+04, 1.083536E+04, 1.140956E+04, 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4.467712E+09, 4.548791E+09, 4.631203E+09, 4.714967E+09, 4.800105E+09, 4.886635E+09, 4.974578E+09, 5.063956E+09, 5.154788E+09, 5.247096E+09, ]) # ============================ M = 52, I = 4 ============================ M = 52 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.594113E+01, 1.236786E+02, 2.929863E+02, 5.254963E+02, 8.022610E+02, 1.115873E+03, 1.462293E+03, 1.838670E+03, 2.242809E+03, 2.672948E+03, 3.127655E+03, 3.605777E+03, 4.106422E+03, 4.628967E+03, 5.173073E+03, 5.738692E+03, 6.326078E+03, 6.935780E+03, 7.568634E+03, 8.225743E+03, 8.908457E+03, 9.618353E+03, 1.035721E+04, 1.112699E+04, 1.192982E+04, 1.276798E+04, 1.364387E+04, 1.456005E+04, 1.551919E+04, 1.652407E+04, 1.757760E+04, 1.868281E+04, 1.984287E+04, 2.106104E+04, 2.234075E+04, 2.368554E+04, 2.509913E+04, 2.658536E+04, 2.814826E+04, 2.979200E+04, 3.152095E+04, 3.333968E+04, 3.525293E+04, 3.726567E+04, 3.938309E+04, 4.161060E+04, 4.395386E+04, 4.641878E+04, 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3.281469E+10, 3.342770E+10, 3.405108E+10, 3.468500E+10, 3.532961E+10, 3.598508E+10, 3.665157E+10, 3.732924E+10, 3.801826E+10, 3.871881E+10, 3.943106E+10, 4.015517E+10, 4.089133E+10, 4.163972E+10, 4.240053E+10, 4.317392E+10, 4.396010E+10, 4.475925E+10, 4.557156E+10, 4.639723E+10, 4.723646E+10, 4.808943E+10, 4.895637E+10, 4.983746E+10, 5.073292E+10, 5.164295E+10, 5.256778E+10, ]) # ============================ M = 52, I = 5 ============================ M = 52 I = 5 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 4.594113E+00, 1.236786E+01, 2.929863E+01, 5.254963E+01, 8.022610E+01, 1.115874E+02, 1.462293E+02, 1.838670E+02, 2.242809E+02, 2.672948E+02, 3.127656E+02, 3.605779E+02, 4.106427E+02, 4.628977E+02, 5.173093E+02, 5.738728E+02, 6.326140E+02, 6.935879E+02, 7.568784E+02, 8.225961E+02, 8.908764E+02, 9.618772E+02, 1.035777E+03, 1.112771E+03, 1.193074E+03, 1.276913E+03, 1.364529E+03, 1.456179E+03, 1.552128E+03, 1.652656E+03, 1.758054E+03, 1.868626E+03, 1.984687E+03, 2.106567E+03, 2.234606E+03, 2.369161E+03, 2.510602E+03, 2.659316E+03, 2.815704E+03, 2.980185E+03, 3.153198E+03, 3.335197E+03, 3.526659E+03, 3.728081E+03, 3.939983E+03, 4.162906E+03, 4.397418E+03, 4.644109E+03, 4.903599E+03, 5.176533E+03, 5.463587E+03, 5.765465E+03, 6.082906E+03, 6.416680E+03, 6.767590E+03, 7.136478E+03, 7.524221E+03, 7.931737E+03, 8.359983E+03, 8.809958E+03, 9.282706E+03, 9.779317E+03, 1.030093E+04, 1.084872E+04, 1.142394E+04, 1.202788E+04, 1.266187E+04, 1.332733E+04, 1.402572E+04, 1.475856E+04, 1.552745E+04, 1.633405E+04, 1.718007E+04, 1.806732E+04, 1.899768E+04, 1.997309E+04, 2.099559E+04, 2.206729E+04, 2.319039E+04, 2.436718E+04, 2.560005E+04, 2.689147E+04, 2.824404E+04, 2.966042E+04, 3.114340E+04, 3.269589E+04, 3.432090E+04, 3.602157E+04, 3.780113E+04, 3.966299E+04, 4.161065E+04, 4.364775E+04, 4.577809E+04, 4.800560E+04, 5.033436E+04, 5.276862E+04, 5.531276E+04, 5.797136E+04, 6.074914E+04, 6.365102E+04, 6.668210E+04, 6.984766E+04, 7.315317E+04, 7.660431E+04, 8.020697E+04, 8.396724E+04, 8.789146E+04, 9.198616E+04, 9.625814E+04, 1.007144E+05, 1.053623E+05, 1.102092E+05, 1.152631E+05, 1.205320E+05, 1.260243E+05, 1.317485E+05, 1.377137E+05, 1.439292E+05, 1.504044E+05, 1.571494E+05, 1.641743E+05, 1.714899E+05, 1.791069E+05, 1.870369E+05, 1.952914E+05, 2.038826E+05, 2.128230E+05, 2.221255E+05, 2.318036E+05, 2.418709E+05, 2.523418E+05, 2.632309E+05, 2.745535E+05, 2.863252E+05, 2.985623E+05, 3.112815E+05, 3.245000E+05, 3.382357E+05, 3.525069E+05, 3.673326E+05, 3.827324E+05, 3.987265E+05, 4.153356E+05, 4.325813E+05, 4.504857E+05, 4.690716E+05, 4.883626E+05, 5.083829E+05, 5.291575E+05, 5.507122E+05, 5.730736E+05, 5.962689E+05, 6.203265E+05, 6.452753E+05, 6.711453E+05, 6.979673E+05, 7.257729E+05, 7.545950E+05, 7.844670E+05, 8.154237E+05, 8.475007E+05, 8.807347E+05, 9.151634E+05, 9.508257E+05, 9.877617E+05, 1.026012E+06, 1.065620E+06, 1.106629E+06, 1.149082E+06, 1.193028E+06, 1.238512E+06, 1.285584E+06, 1.334293E+06, 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1.487014E+07, 1.532594E+07, 1.579444E+07, 1.627597E+07, 1.677086E+07, 1.727943E+07, 1.780202E+07, 1.833899E+07, 1.889069E+07, 1.945748E+07, 2.003973E+07, 2.063782E+07, 2.125214E+07, 2.188309E+07, 2.253106E+07, 2.319648E+07, 2.387977E+07, 2.458134E+07, 2.530166E+07, 2.604116E+07, 2.680030E+07, 2.757956E+07, 2.837941E+07, 2.920034E+07, 3.004284E+07, 3.090744E+07, 3.179465E+07, 3.270500E+07, 3.363903E+07, 3.459730E+07, 3.558038E+07, 3.658883E+07, 3.762324E+07, 3.868423E+07, 3.977239E+07, 4.088836E+07, 4.203277E+07, 4.320628E+07, 4.440955E+07, 4.564325E+07, 4.690809E+07, 4.820475E+07, 4.953397E+07, 5.089648E+07, 5.229302E+07, 5.372436E+07, 5.519127E+07, 5.669456E+07, 5.823503E+07, 5.981351E+07, 6.143083E+07, 6.308786E+07, 6.478547E+07, 6.652456E+07, 6.830603E+07, 7.013082E+07, 7.199986E+07, 7.391412E+07, 7.587458E+07, 7.788224E+07, 7.993813E+07, 8.204328E+07, 8.419876E+07, 8.640563E+07, 8.866501E+07, 9.097802E+07, 9.334578E+07, 9.576948E+07, 9.825030E+07, 1.007894E+08, 1.033881E+08, 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5.623143E+08, 5.746918E+08, 5.873163E+08, 6.001922E+08, 6.133240E+08, 6.267163E+08, 6.403736E+08, 6.543008E+08, 6.685026E+08, 6.829838E+08, 6.977493E+08, 7.128042E+08, 7.281536E+08, 7.438026E+08, 7.597565E+08, 7.760206E+08, 7.926002E+08, 8.095010E+08, 8.267284E+08, 8.442881E+08, 8.621860E+08, 8.804277E+08, 8.990192E+08, 9.179666E+08, 9.372760E+08, 9.569534E+08, 9.770054E+08, 9.974382E+08, 1.018258E+09, 1.039472E+09, 1.061087E+09, 1.083109E+09, 1.105545E+09, 1.128402E+09, 1.151688E+09, 1.175409E+09, 1.199573E+09, 1.224188E+09, 1.249260E+09, 1.274797E+09, 1.300808E+09, 1.327299E+09, 1.354280E+09, 1.381757E+09, 1.409740E+09, 1.438237E+09, 1.467255E+09, 1.496804E+09, 1.526892E+09, 1.557529E+09, 1.588722E+09, 1.620482E+09, 1.652817E+09, 1.685737E+09, 1.719251E+09, 1.753369E+09, 1.788100E+09, 1.823455E+09, 1.859443E+09, 1.896075E+09, 1.933361E+09, 1.971312E+09, 2.009937E+09, 2.049248E+09, 2.089256E+09, 2.129972E+09, 2.171407E+09, 2.213572E+09, 2.256480E+09, 2.300141E+09, 2.344567E+09, 2.389771E+09, 2.435765E+09, 2.482561E+09, 2.530171E+09, 2.578609E+09, 2.627887E+09, 2.678019E+09, 2.729017E+09, 2.780895E+09, 2.833666E+09, 2.887346E+09, 2.941946E+09, 2.997482E+09, 3.053968E+09, 3.111419E+09, 3.169848E+09, 3.229272E+09, 3.289706E+09, 3.351164E+09, 3.413662E+09, 3.477217E+09, 3.541844E+09, 3.607559E+09, 3.674379E+09, 3.742320E+09, 3.811400E+09, 3.881634E+09, 3.953042E+09, 4.025640E+09, 4.099446E+09, 4.174477E+09, 4.250753E+09, 4.328292E+09, 4.407113E+09, 4.487234E+09, 4.568674E+09, 4.651454E+09, 4.735593E+09, 4.821111E+09, 4.908028E+09, 4.996365E+09, 5.086142E+09, 5.177381E+09, 5.270103E+09, ]) # ============================ M = 53, I = 1 ============================ M = 53 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.356624E+00, 3.201312E+01, 6.385967E+01, 9.570726E+01, 1.275559E+02, 1.594087E+02, 1.912841E+02, 2.232367E+02, 2.553711E+02, 2.878399E+02, 3.208309E+02, 3.545511E+02, 3.892139E+02, 4.250304E+02, 4.622042E+02, 5.009299E+02, 5.413920E+02, 5.837662E+02, 6.282201E+02, 6.749150E+02, 7.240068E+02, 7.756473E+02, 8.299858E+02, 8.871696E+02, 9.473453E+02, 1.010659E+03, 1.077258E+03, 1.147291E+03, 1.220906E+03, 1.298256E+03, 1.379494E+03, 1.464779E+03, 1.554270E+03, 1.648130E+03, 1.746526E+03, 1.849629E+03, 1.957612E+03, 2.070656E+03, 2.188941E+03, 2.312655E+03, 2.441989E+03, 2.577139E+03, 2.718305E+03, 2.865692E+03, 3.019510E+03, 3.179973E+03, 3.347301E+03, 3.521718E+03, 3.703454E+03, 3.892744E+03, 4.089827E+03, 4.294948E+03, 4.508357E+03, 4.730311E+03, 4.961070E+03, 5.200901E+03, 5.450075E+03, 5.708871E+03, 5.977572E+03, 6.256466E+03, 6.545848E+03, 6.846019E+03, 7.157284E+03, 7.479956E+03, 7.814353E+03, 8.160798E+03, 8.519622E+03, 8.891160E+03, 9.275754E+03, 9.673753E+03, 1.008551E+04, 1.051139E+04, 1.095175E+04, 1.140697E+04, 1.187743E+04, 1.236352E+04, 1.286562E+04, 1.338413E+04, 1.391947E+04, 1.447203E+04, 1.504225E+04, 1.563054E+04, 1.623733E+04, 1.686307E+04, 1.750819E+04, 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1.221304E+07, 1.233530E+07, 1.245846E+07, 1.258251E+07, 1.270747E+07, 1.283333E+07, 1.296010E+07, 1.308778E+07, 1.321637E+07, 1.334589E+07, 1.347632E+07, 1.360768E+07, 1.373998E+07, 1.387320E+07, 1.400736E+07, 1.414246E+07, 1.427850E+07, 1.441548E+07, 1.455342E+07, 1.469230E+07, 1.483214E+07, 1.497294E+07, 1.511471E+07, 1.525744E+07, 1.540113E+07, 1.554580E+07, 1.569144E+07, 1.583806E+07, 1.598567E+07, 1.613426E+07, 1.628383E+07, 1.643440E+07, 1.658596E+07, 1.673852E+07, 1.689208E+07, 1.704664E+07, 1.720221E+07, 1.735879E+07, 1.751638E+07, 1.767499E+07, 1.783462E+07, 1.799526E+07, 1.815694E+07, 1.831964E+07, 1.848338E+07, 1.864815E+07, 1.881396E+07, 1.898080E+07, 1.914869E+07, 1.931763E+07, 1.948762E+07, 1.965866E+07, 1.983075E+07, 2.000390E+07, 2.017812E+07, 2.035340E+07, 2.052974E+07, 2.070716E+07, 2.088564E+07, 2.106521E+07, 2.124585E+07, ]) # ============================ M = 53, I = 2 ============================ M = 53 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.906525E+00, 6.596243E+01, 1.315918E+02, 1.972233E+02, 2.628571E+02, 3.284995E+02, 3.941894E+02, 4.600411E+02, 5.262730E+02, 5.932036E+02, 6.612236E+02, 7.307644E+02, 8.022704E+02, 8.761812E+02, 9.529214E+02, 1.032896E+03, 1.116491E+03, 1.204071E+03, 1.295987E+03, 1.392576E+03, 1.494161E+03, 1.601061E+03, 1.713586E+03, 1.832045E+03, 1.956743E+03, 2.087986E+03, 2.226081E+03, 2.371338E+03, 2.524069E+03, 2.684591E+03, 2.853228E+03, 3.030307E+03, 3.216163E+03, 3.411138E+03, 3.615581E+03, 3.829849E+03, 4.054306E+03, 4.289327E+03, 4.535293E+03, 4.792596E+03, 5.061635E+03, 5.342822E+03, 5.636574E+03, 5.943323E+03, 6.263506E+03, 6.597574E+03, 6.945985E+03, 7.309211E+03, 7.687732E+03, 8.082039E+03, 8.492635E+03, 8.920033E+03, 9.364757E+03, 9.827342E+03, 1.030834E+04, 1.080830E+04, 1.132780E+04, 1.186741E+04, 1.255525E+04, 1.314491E+04, 1.375687E+04, 1.439178E+04, 1.505030E+04, 1.573309E+04, 1.644083E+04, 1.717422E+04, 1.793396E+04, 1.872076E+04, 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4.679140E+07, 4.723284E+07, 4.767762E+07, 4.812577E+07, 4.857731E+07, 4.903224E+07, 4.949061E+07, ]) # ============================ M = 53, I = 3 ============================ M = 53 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 2.724510E+01, 2.600334E+02, 5.187343E+02, 7.774438E+02, 1.036162E+03, 1.294914E+03, 1.553852E+03, 1.813421E+03, 2.074480E+03, 2.338274E+03, 2.606336E+03, 2.880359E+03, 3.162084E+03, 3.453235E+03, 3.755478E+03, 4.070400E+03, 4.399511E+03, 4.744245E+03, 5.105974E+03, 5.486015E+03, 5.885642E+03, 6.306098E+03, 6.748603E+03, 7.214362E+03, 7.704572E+03, 8.220432E+03, 8.763143E+03, 9.333916E+03, 9.933978E+03, 1.056457E+04, 1.122695E+04, 1.192241E+04, 1.265226E+04, 1.341783E+04, 1.422048E+04, 1.506163E+04, 1.594269E+04, 1.686512E+04, 1.783042E+04, 1.884012E+04, 1.989579E+04, 2.099902E+04, 2.215147E+04, 2.335480E+04, 2.461074E+04, 2.592104E+04, 2.728750E+04, 2.871196E+04, 3.019630E+04, 3.174244E+04, 3.335235E+04, 3.502803E+04, 3.677153E+04, 3.858495E+04, 4.047042E+04, 4.243013E+04, 4.446630E+04, 4.658121E+04, 4.877718E+04, 5.105657E+04, 5.342180E+04, 5.587532E+04, 5.841964E+04, 6.105732E+04, 6.379095E+04, 6.662319E+04, 6.955674E+04, 7.259435E+04, 7.573881E+04, 7.899298E+04, 8.235975E+04, 8.584207E+04, 8.944294E+04, 9.316542E+04, 9.701260E+04, 1.009876E+05, 1.050937E+05, 1.093342E+05, 1.137122E+05, 1.182313E+05, 1.228948E+05, 1.277061E+05, 1.326689E+05, 1.377866E+05, 1.430630E+05, 1.485017E+05, 1.541064E+05, 1.598810E+05, 1.658292E+05, 1.719551E+05, 1.782625E+05, 1.847555E+05, 1.914381E+05, 1.983145E+05, 2.053889E+05, 2.126655E+05, 2.201485E+05, 2.278425E+05, 2.357517E+05, 2.438807E+05, 2.522340E+05, 2.608161E+05, 2.696317E+05, 2.786855E+05, 2.879824E+05, 2.975270E+05, 3.073243E+05, 3.173792E+05, 3.276967E+05, 3.382819E+05, 3.491399E+05, 3.602758E+05, 3.716950E+05, 3.834027E+05, 3.954042E+05, 4.077050E+05, 4.203105E+05, 4.332264E+05, 4.464581E+05, 4.600115E+05, 4.738920E+05, 4.881057E+05, 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2.839423E+06, 2.897907E+06, 2.957332E+06, 3.017707E+06, 3.079044E+06, 3.141352E+06, 3.204642E+06, 3.268926E+06, 3.334215E+06, 3.400518E+06, 3.467848E+06, 3.536215E+06, 3.605630E+06, 3.676104E+06, 3.747650E+06, 3.820277E+06, 3.893997E+06, 3.968821E+06, 4.044762E+06, 4.121829E+06, 4.200036E+06, 4.279393E+06, 4.359912E+06, 4.441604E+06, 4.524481E+06, 4.608556E+06, 4.693839E+06, 4.780342E+06, 4.868078E+06, 4.957058E+06, 5.047294E+06, 5.138798E+06, 5.231581E+06, 5.325657E+06, 5.421038E+06, 5.517734E+06, 5.615758E+06, 5.715123E+06, 5.815841E+06, 5.917924E+06, 6.021384E+06, 6.126233E+06, 6.232484E+06, 6.340149E+06, 6.968222E+06, 7.093079E+06, 7.219730E+06, 7.348195E+06, 7.478492E+06, 7.610642E+06, 7.744665E+06, 7.880580E+06, 8.018408E+06, 8.158169E+06, 8.299883E+06, 8.443571E+06, 8.589254E+06, 8.736952E+06, 8.886688E+06, 9.038481E+06, 9.192353E+06, 9.348326E+06, 9.506421E+06, 9.666660E+06, 9.829065E+06, 9.993658E+06, 1.016046E+07, 1.032950E+07, 1.050079E+07, 1.067436E+07, 1.085023E+07, 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3.123800E+07, 3.165468E+07, 3.207581E+07, 3.250143E+07, 3.293159E+07, 3.336632E+07, 3.380565E+07, 3.424962E+07, 3.469827E+07, 3.515164E+07, 3.560976E+07, 3.607267E+07, 3.654041E+07, 3.701302E+07, 3.749053E+07, 3.797298E+07, 3.846042E+07, 3.895288E+07, 3.945039E+07, 3.995301E+07, 4.046077E+07, 4.097370E+07, 4.149185E+07, 4.201526E+07, 4.254397E+07, 4.307802E+07, 4.361745E+07, 4.416230E+07, 4.471261E+07, 4.526843E+07, 4.582978E+07, 4.639673E+07, 4.696931E+07, 4.754755E+07, 4.813151E+07, 4.872123E+07, 4.931675E+07, 4.991810E+07, 5.052535E+07, 5.113852E+07, 5.175766E+07, 5.238282E+07, 5.301404E+07, 5.365137E+07, 5.429485E+07, 5.494452E+07, 5.560043E+07, 5.626263E+07, 5.693115E+07, 5.760606E+07, 5.828738E+07, 5.897517E+07, 5.966948E+07, 6.037035E+07, 6.107783E+07, 6.179196E+07, 6.251280E+07, 6.324039E+07, 6.397477E+07, 6.471600E+07, 6.546413E+07, 6.621920E+07, 6.698126E+07, 6.775036E+07, 6.852655E+07, 6.930988E+07, 7.010039E+07, 7.089815E+07, 7.170319E+07, 7.251558E+07, 7.333535E+07, 7.416256E+07, 7.499727E+07, 7.583952E+07, 7.668936E+07, 7.754685E+07, 7.841204E+07, 7.928497E+07, 8.016571E+07, 8.105431E+07, 8.195081E+07, 8.285528E+07, 8.376776E+07, 8.468831E+07, 8.561698E+07, 8.655384E+07, 8.749892E+07, 8.845229E+07, 8.941400E+07, 9.038410E+07, 9.136266E+07, 9.234973E+07, 9.334536E+07, 9.434961E+07, 9.536253E+07, 9.638419E+07, 9.741464E+07, 9.845394E+07, 9.950214E+07, 1.005593E+08, 1.016255E+08, 1.027007E+08, 1.037851E+08, 1.048787E+08, 1.059816E+08, 1.070938E+08, 1.082153E+08, 1.093462E+08, 1.104867E+08, 1.116367E+08, 1.127964E+08, 1.139657E+08, 1.151447E+08, 1.163335E+08, 1.175322E+08, 1.187409E+08, 1.199595E+08, 1.211881E+08, 1.224269E+08, 1.236758E+08, 1.249350E+08, 1.262044E+08, 1.274842E+08, 1.287745E+08, 1.300752E+08, 1.313865E+08, 1.327084E+08, 1.340410E+08, 1.353843E+08, 1.367385E+08, 1.381035E+08, 1.394795E+08, 1.408665E+08, 1.422646E+08, 1.436738E+08, 1.450942E+08, 1.465260E+08, 1.479690E+08, 1.494235E+08, 1.508895E+08, 1.523670E+08, 1.538562E+08, 1.553570E+08, 1.568696E+08, 1.583941E+08, 1.599304E+08, 1.614787E+08, 1.630391E+08, 1.646116E+08, 1.661962E+08, 1.677932E+08, 1.694024E+08, 1.710241E+08, 1.726582E+08, 1.743049E+08, 1.759642E+08, 1.776361E+08, 1.793209E+08, 1.810185E+08, 1.827290E+08, 1.844525E+08, 1.861890E+08, 1.879387E+08, 1.897016E+08, 1.914778E+08, 1.932674E+08, ]) # ============================ M = 53, I = 4 ============================ M = 53 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.713020E+00, 6.402396E+01, 1.277148E+02, 1.914077E+02, 2.551029E+02, 3.188093E+02, 3.825756E+02, 4.465372E+02, 5.109413E+02, 5.761342E+02, 6.425285E+02, 7.105684E+02, 7.807029E+02, 8.533697E+02, 9.289877E+02, 1.007954E+03, 1.090644E+03, 1.177416E+03, 1.268611E+03, 1.364559E+03, 1.465579E+03, 1.571986E+03, 1.684086E+03, 1.802187E+03, 1.926595E+03, 2.057615E+03, 2.195556E+03, 2.340731E+03, 2.493456E+03, 2.654054E+03, 2.822850E+03, 3.000181E+03, 3.186386E+03, 3.381815E+03, 3.586824E+03, 3.801779E+03, 4.027053E+03, 4.263028E+03, 4.510098E+03, 4.768662E+03, 5.039132E+03, 5.321929E+03, 5.617483E+03, 5.926237E+03, 6.248642E+03, 6.585159E+03, 6.936263E+03, 7.302436E+03, 7.684174E+03, 8.081982E+03, 8.496379E+03, 8.927892E+03, 9.377062E+03, 9.844442E+03, 1.033059E+04, 1.083609E+04, 1.136153E+04, 1.194858E+04, 1.251723E+04, 1.310759E+04, 1.372028E+04, 1.435591E+04, 1.501514E+04, 1.569861E+04, 1.640699E+04, 1.714097E+04, 1.790122E+04, 1.868845E+04, 1.950337E+04, 2.034671E+04, 2.121920E+04, 2.212159E+04, 2.305465E+04, 2.401914E+04, 2.501586E+04, 2.604561E+04, 2.710920E+04, 2.820746E+04, 2.934122E+04, 3.051135E+04, 3.171870E+04, 3.296415E+04, 3.424861E+04, 3.557297E+04, 3.693817E+04, 3.834513E+04, 3.979480E+04, 4.128815E+04, 4.282615E+04, 4.440981E+04, 4.604012E+04, 4.771812E+04, 4.944483E+04, 5.122131E+04, 5.304863E+04, 5.492788E+04, 5.686014E+04, 5.884653E+04, 6.088819E+04, 6.298627E+04, 6.514191E+04, 6.735631E+04, 6.963066E+04, 7.196616E+04, 7.436405E+04, 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1.342914E+07, 1.356653E+07, 1.370486E+07, 1.384414E+07, 1.398435E+07, 1.412550E+07, 1.426760E+07, 1.441065E+07, 1.455465E+07, 1.469960E+07, 1.484550E+07, 1.499236E+07, 1.514017E+07, 1.528895E+07, 1.543868E+07, 1.558938E+07, 1.574105E+07, 1.589368E+07, 1.604728E+07, 1.620185E+07, 1.635740E+07, 1.651392E+07, 1.667142E+07, 1.682989E+07, 1.698934E+07, 1.714978E+07, 1.731120E+07, 1.747361E+07, 1.763700E+07, 1.780138E+07, 1.796676E+07, 1.813312E+07, 1.830048E+07, 1.846883E+07, 1.863818E+07, 1.880853E+07, 1.897988E+07, 1.915222E+07, 1.932558E+07, 1.949994E+07, 1.967530E+07, 1.985167E+07, 2.002905E+07, 2.020744E+07, 2.038684E+07, 2.056726E+07, 2.074869E+07, 2.093113E+07, 2.111460E+07, 2.129908E+07, 2.148458E+07, 2.167110E+07, 2.185865E+07, 2.204722E+07, 2.223681E+07, 2.242743E+07, 2.261908E+07, 2.281176E+07, 2.300546E+07, 2.320020E+07, 2.339597E+07, 2.359277E+07, 2.379061E+07, 2.398948E+07, 2.418939E+07, 2.439034E+07, 2.459232E+07, 2.479535E+07, 2.499941E+07, 2.520452E+07, 2.541067E+07, 2.561786E+07, 2.582610E+07, 2.603539E+07, 2.624572E+07, 2.645709E+07, 2.666952E+07, 2.688299E+07, 2.709752E+07, 2.731309E+07, 2.752972E+07, 2.774740E+07, 2.796613E+07, 2.818592E+07, 2.840676E+07, 2.862866E+07, 2.885161E+07, 2.907562E+07, 2.930068E+07, 2.952681E+07, 2.975399E+07, 2.998224E+07, 3.021154E+07, 3.044190E+07, 3.067333E+07, 3.090582E+07, 3.113937E+07, 3.137398E+07, 3.160966E+07, 3.184640E+07, 3.208421E+07, 3.232308E+07, 3.256302E+07, 3.280403E+07, 3.304610E+07, 3.328924E+07, 3.353344E+07, 3.377872E+07, 3.402506E+07, 3.427247E+07, 3.452095E+07, 3.477050E+07, ]) # ============================ M = 54, I = 1 ============================ M = 54 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 5.564401E+01, 1.031202E+03, 2.666441E+03, 4.792734E+03, 7.338132E+03, 1.023915E+04, 1.345214E+04, 1.694741E+04, 2.070372E+04, 2.470551E+04, 2.894161E+04, 3.340462E+04, 3.809041E+04, 4.299778E+04, 4.812809E+04, 5.348500E+04, 5.907416E+04, 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1.853582E+10, 1.893612E+10, 1.934426E+10, 1.976039E+10, 2.018464E+10, 2.061714E+10, 2.105806E+10, 2.150753E+10, 2.196570E+10, 2.243272E+10, 2.290875E+10, 2.339394E+10, 2.388845E+10, 2.439245E+10, 2.490609E+10, 2.542953E+10, 2.596296E+10, 2.650654E+10, 2.706043E+10, 2.762482E+10, 2.819990E+10, 2.878582E+10, 2.938279E+10, 2.999099E+10, 3.061060E+10, 3.124182E+10, 3.188485E+10, 3.253988E+10, 3.320711E+10, 3.388675E+10, 3.457901E+10, 3.528408E+10, 3.600220E+10, 3.673357E+10, 3.747841E+10, 3.823695E+10, 3.900941E+10, 3.979602E+10, 4.059701E+10, 4.141263E+10, 4.224310E+10, 4.308867E+10, 4.394959E+10, 4.482610E+10, 4.571847E+10, 4.662694E+10, 4.755178E+10, 4.849326E+10, 4.945164E+10, 5.042718E+10, 5.142018E+10, 5.243091E+10, 5.345965E+10, 5.450669E+10, 5.557232E+10, 5.665685E+10, 5.776056E+10, 5.888376E+10, 6.002677E+10, 6.118989E+10, 6.237345E+10, 6.357776E+10, 6.480315E+10, 6.604996E+10, 6.731851E+10, 6.860914E+10, 6.992222E+10, 7.125807E+10, 7.261706E+10, 7.399954E+10, 7.540589E+10, 7.683646E+10, 7.829164E+10, 7.977181E+10, 8.127734E+10, 8.280862E+10, 8.436606E+10, 8.595006E+10, 8.756101E+10, 8.919933E+10, 9.086544E+10, 9.255976E+10, 9.428272E+10, 9.603476E+10, 9.781630E+10, 9.962780E+10, 1.014697E+11, 1.033425E+11, 1.052466E+11, 1.071825E+11, 1.091507E+11, 1.111517E+11, 1.131859E+11, 1.152538E+11, 1.173560E+11, 1.194929E+11, 1.216652E+11, 1.238732E+11, 1.261175E+11, 1.283987E+11, 1.307172E+11, 1.330738E+11, 1.354688E+11, 1.379029E+11, 1.403767E+11, 1.428906E+11, 1.454454E+11, 1.480416E+11, 1.506797E+11, 1.533605E+11, 1.560845E+11, 1.588524E+11, 1.616647E+11, 1.645222E+11, 1.674255E+11, 1.703752E+11, 1.733719E+11, 1.764165E+11, 1.795095E+11, 1.826516E+11, 1.858437E+11, 1.890862E+11, 1.923800E+11, 1.957259E+11, 1.991245E+11, 2.025765E+11, 2.060828E+11, 2.096441E+11, 2.132612E+11, ]) # ============================ M = 54, I = 2 ============================ M = 54 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.165434E+02, 2.171780E+03, 5.617374E+03, 1.009781E+04, 1.546147E+04, 2.157456E+04, 2.834516E+04, 3.571079E+04, 4.362709E+04, 5.206197E+04, 6.099302E+04, 7.040603E+04, 8.029397E+04, 9.065610E+04, 1.014972E+05, 1.128269E+05, 1.246591E+05, 1.370114E+05, 1.499050E+05, 1.633640E+05, 1.774155E+05, 1.920895E+05, 2.074181E+05, 2.234363E+05, 2.401813E+05, 2.576926E+05, 2.760121E+05, 2.951840E+05, 3.152546E+05, 3.362728E+05, 3.582895E+05, 3.813584E+05, 4.055352E+05, 4.308783E+05, 4.574485E+05, 4.853094E+05, 5.145269E+05, 5.451701E+05, 5.773106E+05, 6.110232E+05, 6.463856E+05, 6.834786E+05, 7.223864E+05, 7.631966E+05, 8.060002E+05, 8.508920E+05, 8.979704E+05, 9.473380E+05, 9.991011E+05, 1.053371E+06, 1.110262E+06, 1.169894E+06, 1.232392E+06, 1.297885E+06, 1.366508E+06, 1.438400E+06, 1.513706E+06, 1.592577E+06, 1.675171E+06, 1.761650E+06, 1.852183E+06, 1.946945E+06, 2.046120E+06, 2.149898E+06, 2.258474E+06, 2.372053E+06, 2.490847E+06, 2.615077E+06, 2.744970E+06, 2.880765E+06, 3.022707E+06, 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7.204827E+08, 7.429788E+08, 7.661150E+08, 7.899075E+08, 8.143734E+08, 8.395295E+08, 8.653937E+08, 8.919837E+08, 9.193179E+08, 9.474151E+08, 9.762945E+08, 1.005976E+09, 1.036478E+09, 1.067824E+09, 1.100032E+09, 1.133125E+09, 1.167125E+09, 1.202054E+09, 1.237934E+09, 1.274789E+09, 1.312643E+09, 1.351520E+09, 1.391446E+09, 1.432445E+09, 1.474544E+09, 1.517769E+09, 1.562147E+09, 1.607706E+09, 1.654474E+09, 1.702480E+09, 1.751754E+09, 1.802325E+09, 1.854225E+09, 1.907484E+09, 1.962136E+09, 2.018212E+09, 2.075746E+09, 2.134772E+09, 2.195324E+09, 2.257439E+09, 2.321153E+09, 2.386502E+09, 2.453525E+09, 2.522260E+09, 2.592745E+09, 2.665023E+09, 2.739132E+09, 2.815116E+09, 2.893016E+09, 2.972876E+09, 3.054741E+09, 3.138655E+09, 3.224666E+09, 3.312819E+09, 3.403163E+09, 3.495747E+09, 3.590620E+09, 3.687834E+09, 3.787441E+09, 3.889494E+09, 3.994045E+09, 4.101151E+09, 4.210868E+09, 4.323252E+09, 4.438363E+09, 4.556259E+09, 4.677000E+09, 4.800650E+09, 4.927270E+09, 5.056925E+09, 5.189680E+09, 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2.907138E+10, 2.972216E+10, 3.038616E+10, 3.106362E+10, 3.175478E+10, 3.245989E+10, 3.317921E+10, 3.391299E+10, 3.466149E+10, 3.542497E+10, 3.620372E+10, 3.699799E+10, 3.780807E+10, 3.863424E+10, 3.947678E+10, 4.033600E+10, 4.121217E+10, 4.210561E+10, 4.301662E+10, 4.394551E+10, 4.489259E+10, 4.585819E+10, 4.684262E+10, 4.784622E+10, 4.886933E+10, 4.991228E+10, 5.097541E+10, 5.205908E+10, 5.316365E+10, 5.428947E+10, 5.543692E+10, 5.660636E+10, 5.779817E+10, 5.901274E+10, 6.025046E+10, 6.151172E+10, 6.279692E+10, 6.410648E+10, 6.544080E+10, 6.680030E+10, 6.818542E+10, 6.959659E+10, 7.103424E+10, 7.249882E+10, 7.399078E+10, 7.551058E+10, 7.705869E+10, 7.863558E+10, 8.024174E+10, 8.187764E+10, 8.354378E+10, 8.524066E+10, 8.696880E+10, 8.872870E+10, 9.052090E+10, 9.234591E+10, 9.420429E+10, 9.609658E+10, 9.802334E+10, 9.998512E+10, 1.019825E+11, 1.040160E+11, 1.060864E+11, 1.081940E+11, 1.103397E+11, 1.125239E+11, 1.147474E+11, 1.170106E+11, 1.193143E+11, 1.216592E+11, 1.240458E+11, 1.264749E+11, 1.289471E+11, 1.314631E+11, 1.340236E+11, 1.366293E+11, 1.392810E+11, 1.419793E+11, 1.447250E+11, 1.475188E+11, 1.503615E+11, 1.532539E+11, 1.561967E+11, 1.591908E+11, 1.622369E+11, 1.653358E+11, 1.684883E+11, 1.716954E+11, 1.749578E+11, 1.782764E+11, 1.816520E+11, 1.850856E+11, 1.885780E+11, 1.921302E+11, 1.957430E+11, 1.994174E+11, 2.031543E+11, 2.069547E+11, 2.108195E+11, 2.147497E+11, 2.187464E+11, 2.228104E+11, 2.269430E+11, 2.311450E+11, 2.354175E+11, 2.397615E+11, 2.441783E+11, 2.486688E+11, 2.532341E+11, 2.578754E+11, 2.625938E+11, 2.673905E+11, 2.722666E+11, 2.772232E+11, 2.822617E+11, 2.873832E+11, 2.925888E+11, 2.978800E+11, 3.032578E+11, 3.087237E+11, 3.142788E+11, 3.199246E+11, 3.256622E+11, 3.314931E+11, 3.374187E+11, 3.434402E+11, 3.495592E+11, 3.557769E+11, 3.620948E+11, 3.685145E+11, 3.750373E+11, 3.816647E+11, 3.883983E+11, 3.952395E+11, 4.021900E+11, 4.092512E+11, 4.164247E+11, 4.237122E+11, 4.311153E+11, 4.386356E+11, 4.462748E+11, 4.540346E+11, 4.619167E+11, 4.699227E+11, 4.780545E+11, 4.863138E+11, ]) # ============================ M = 55, I = 1 ============================ M = 55 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 5.845630E+01, 1.667026E+03, 4.693506E+03, 8.609805E+03, 1.324638E+04, 1.850517E+04, 2.432027E+04, 3.064454E+04, 3.744481E+04, 4.470039E+04, 5.240264E+04, 6.055439E+04, 6.916899E+04, 7.826917E+04, 8.788578E+04, 9.805674E+04, 1.088261E+05, 1.202434E+05, 1.323631E+05, 1.452443E+05, 1.589505E+05, 1.735494E+05, 1.891131E+05, 2.057182E+05, 2.234456E+05, 2.423807E+05, 2.626140E+05, 2.842406E+05, 3.073611E+05, 3.320813E+05, 3.585129E+05, 3.867734E+05, 4.169867E+05, 4.492831E+05, 4.837998E+05, 5.206812E+05, 5.600792E+05, 6.021536E+05, 6.470721E+05, 6.950113E+05, 7.461565E+05, 8.007024E+05, 8.588533E+05, 9.208237E+05, 9.868385E+05, 1.057134E+06, 1.131956E+06, 1.211566E+06, 1.296233E+06, 1.386242E+06, 1.481891E+06, 1.583490E+06, 1.691365E+06, 1.805856E+06, 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7.172742E+09, 7.346442E+09, 7.523786E+09, 7.704841E+09, 7.889672E+09, 8.078345E+09, 8.270929E+09, 8.467492E+09, 8.668102E+09, 8.872832E+09, 9.081752E+09, 9.294936E+09, 9.512456E+09, 9.734388E+09, 9.960807E+09, 1.019179E+10, 1.042741E+10, 1.066776E+10, 1.091290E+10, 1.116293E+10, 1.141793E+10, 1.167797E+10, 1.194314E+10, 1.221353E+10, 1.248922E+10, 1.277031E+10, 1.305688E+10, 1.334902E+10, 1.364683E+10, 1.395040E+10, 1.425981E+10, 1.457518E+10, 1.489658E+10, 1.522413E+10, 1.555792E+10, 1.589806E+10, 1.624463E+10, 1.659776E+10, 1.695753E+10, 1.732406E+10, 1.769746E+10, 1.807784E+10, 1.846529E+10, 1.885995E+10, 1.926191E+10, 1.967130E+10, 2.008822E+10, 2.051281E+10, 2.094517E+10, 2.138542E+10, 2.183370E+10, 2.229012E+10, 2.275481E+10, 2.322789E+10, 2.370949E+10, 2.419975E+10, 2.469879E+10, 2.520675E+10, 2.572376E+10, 2.624997E+10, 2.678550E+10, 2.733049E+10, 2.788510E+10, 2.844946E+10, 2.902371E+10, 2.960801E+10, 3.020251E+10, 3.080734E+10, 3.142268E+10, 3.204866E+10, 3.268545E+10, 3.333321E+10, 3.399208E+10, 3.466225E+10, 3.534386E+10, 3.603709E+10, 3.674210E+10, 3.745906E+10, 3.818815E+10, 3.892953E+10, 3.968339E+10, 4.044990E+10, 4.122923E+10, 4.202158E+10, 4.282712E+10, 4.364604E+10, 4.447854E+10, 4.532479E+10, 4.618500E+10, 4.705935E+10, 4.794805E+10, 4.885129E+10, 4.976928E+10, 5.070221E+10, 5.165030E+10, 5.261375E+10, 5.359278E+10, 5.458759E+10, 5.559840E+10, 5.662544E+10, 5.766892E+10, 5.872905E+10, 5.980608E+10, 6.090022E+10, 6.201171E+10, 6.314078E+10, 6.428767E+10, 6.545260E+10, 6.663584E+10, 6.783760E+10, 6.905815E+10, 7.029773E+10, 7.155659E+10, 7.283499E+10, 7.413318E+10, 7.545142E+10, 7.678997E+10, 7.814911E+10, 7.952909E+10, 8.093019E+10, 8.235268E+10, 8.379683E+10, 8.526294E+10, 8.675127E+10, 8.826212E+10, 8.979577E+10, 9.135252E+10, 9.293265E+10, 9.453647E+10, 9.616428E+10, 9.781638E+10, 9.949307E+10, 1.011947E+11, 1.029215E+11, 1.046739E+11, 1.064521E+11, 1.082565E+11, 1.100874E+11, 1.119451E+11, 1.138300E+11, 1.157424E+11, 1.176827E+11, 1.196511E+11, 1.216481E+11, 1.236740E+11, 1.257291E+11, 1.278138E+11, 1.299284E+11, 1.320734E+11, 1.342491E+11, 1.364558E+11, 1.386940E+11, 1.409640E+11, 1.432662E+11, 1.456009E+11, 1.479687E+11, 1.503698E+11, 1.528047E+11, 1.552737E+11, 1.577774E+11, 1.603160E+11, 1.628900E+11, 1.654998E+11, 1.681459E+11, 1.708286E+11, 1.735485E+11, 1.763059E+11, 1.791012E+11, 1.819350E+11, 1.848076E+11, 1.877195E+11, 1.906712E+11, 1.936631E+11, 1.966957E+11, 1.997694E+11, 2.028848E+11, 2.060424E+11, 2.092424E+11, 2.124856E+11, 2.157724E+11, 2.191032E+11, 2.224785E+11, 2.258990E+11, 2.293650E+11, 2.328771E+11, 2.364358E+11, 2.400416E+11, 2.436952E+11, 2.473969E+11, 2.511473E+11, 2.549471E+11, 2.587966E+11, 2.626966E+11, 2.666474E+11, 2.706498E+11, 2.747043E+11, 2.788114E+11, 2.829717E+11, 2.871858E+11, 2.914544E+11, 2.957779E+11, 3.001570E+11, 3.045923E+11, 3.090844E+11, 3.136339E+11, 3.182415E+11, 3.229078E+11, 3.276333E+11, 3.324188E+11, 3.372649E+11, 3.421722E+11, 3.471415E+11, 3.521732E+11, 3.572682E+11, 3.624271E+11, 3.676506E+11, 3.729393E+11, 3.782940E+11, 3.837152E+11, 3.892039E+11, 3.947606E+11, 4.003861E+11, 4.060810E+11, 4.118462E+11, 4.176823E+11, 4.235901E+11, 4.295704E+11, 4.356238E+11, 4.417511E+11, 4.479532E+11, 4.542308E+11, 4.605846E+11, 4.670155E+11, 4.735242E+11, ]) # ============================ M = 56, I = 1 ============================ M = 56 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.000020E+00, 6.448830E+00, 8.325980E+00, 1.008021E+01, 1.152778E+01, 1.279372E+01, 1.397100E+01, 1.511475E+01, 1.625734E+01, 1.741823E+01, 1.860936E+01, 1.983810E+01, 2.110885E+01, 2.242406E+01, 2.378482E+01, 2.519133E+01, 2.664317E+01, 2.813955E+01, 2.967943E+01, 3.126167E+01, 3.288508E+01, 3.454846E+01, 3.625068E+01, 3.799064E+01, 3.976731E+01, 4.157976E+01, 4.342710E+01, 4.530852E+01, 4.722328E+01, 4.917070E+01, 5.115015E+01, 5.316107E+01, 5.520294E+01, 5.727530E+01, 5.937771E+01, 6.150980E+01, 6.367122E+01, 6.586169E+01, 6.808094E+01, 7.032874E+01, 7.260491E+01, 7.490929E+01, 7.724176E+01, 7.960225E+01, 8.199069E+01, 8.440707E+01, 8.685139E+01, 8.932370E+01, 9.182407E+01, 9.435260E+01, 9.690942E+01, 9.949468E+01, 1.021086E+02, 1.047513E+02, 1.074231E+02, 1.101242E+02, 1.128549E+02, 1.156156E+02, 1.184064E+02, 1.212279E+02, 1.240803E+02, 1.269641E+02, 1.298795E+02, 1.328272E+02, 1.358074E+02, 1.388207E+02, 1.418676E+02, 1.449484E+02, 1.480638E+02, 1.512141E+02, 1.544001E+02, 1.576221E+02, 1.608808E+02, 1.641767E+02, 1.675103E+02, 1.708823E+02, 1.742933E+02, 1.777438E+02, 1.812345E+02, 1.847660E+02, 1.883389E+02, 1.919539E+02, 1.956116E+02, 1.993126E+02, 2.030577E+02, 2.068474E+02, 2.106825E+02, 2.145636E+02, 2.184915E+02, 2.224668E+02, 2.264902E+02, 2.305625E+02, 2.346842E+02, 2.388563E+02, 2.430794E+02, 2.473541E+02, 2.516813E+02, 2.560617E+02, 2.604961E+02, 2.649851E+02, 2.695296E+02, 2.741303E+02, 2.787880E+02, 2.835035E+02, 2.882775E+02, 2.931108E+02, 2.980042E+02, 3.029585E+02, 3.079745E+02, 3.130531E+02, 3.181950E+02, 3.234010E+02, 3.286719E+02, 3.340087E+02, 3.394121E+02, 3.448830E+02, 3.504222E+02, 3.560305E+02, 3.617089E+02, 3.674581E+02, 3.732791E+02, 3.791727E+02, 3.851399E+02, 3.911814E+02, 3.972982E+02, 4.034911E+02, 4.097612E+02, 4.161092E+02, 4.225362E+02, 4.290430E+02, 4.356306E+02, 4.422998E+02, 4.490517E+02, 4.558872E+02, 4.628073E+02, 4.698128E+02, 4.769049E+02, 4.840844E+02, 4.913523E+02, 4.987097E+02, 5.061575E+02, 5.136967E+02, 5.213284E+02, 5.290535E+02, 5.368731E+02, 5.447883E+02, 5.528000E+02, 5.609093E+02, 5.691173E+02, 5.774250E+02, 5.858335E+02, 5.943439E+02, 6.029573E+02, 6.116748E+02, 6.204974E+02, 6.294263E+02, 6.384626E+02, 6.476074E+02, 6.568619E+02, 6.662272E+02, 6.757045E+02, 6.852949E+02, 6.949995E+02, 7.048197E+02, 7.147565E+02, 7.248112E+02, 7.349849E+02, 7.452790E+02, 7.556945E+02, 7.662327E+02, 7.768949E+02, 7.876824E+02, 7.985963E+02, 8.096380E+02, 8.208086E+02, 8.321097E+02, 8.435423E+02, 8.551078E+02, 8.668076E+02, 8.786430E+02, 8.906152E+02, 9.027257E+02, 9.149758E+02, 9.273669E+02, 9.399003E+02, 9.525774E+02, 9.653997E+02, 9.783685E+02, 9.914852E+02, 1.004751E+03, 1.018168E+03, 1.031738E+03, 1.045460E+03, 1.059339E+03, 1.073373E+03, 1.087566E+03, 1.101919E+03, 1.116433E+03, 1.131109E+03, 1.145950E+03, 1.160956E+03, 1.176130E+03, 1.191473E+03, 1.206986E+03, 1.222672E+03, 1.238531E+03, 1.254565E+03, 1.270776E+03, 1.287166E+03, 1.303736E+03, 1.320488E+03, 1.337424E+03, 1.354544E+03, 1.371852E+03, 1.389348E+03, 1.407035E+03, 1.424914E+03, 1.442986E+03, 1.461254E+03, 1.479720E+03, 1.498384E+03, 1.517250E+03, 1.536318E+03, 1.555591E+03, 1.575071E+03, 1.594758E+03, 1.614656E+03, 1.634766E+03, 1.655089E+03, 1.675628E+03, 1.696385E+03, 1.717362E+03, 1.738560E+03, 1.759981E+03, 1.781628E+03, 1.803503E+03, 1.825606E+03, 1.847942E+03, 1.870510E+03, 1.893314E+03, 1.916355E+03, 1.939636E+03, 1.963159E+03, 1.986925E+03, 2.010937E+03, 2.035197E+03, 2.059707E+03, 2.084469E+03, 2.109486E+03, 2.134758E+03, 2.160290E+03, 2.186082E+03, 2.212138E+03, 2.238458E+03, 2.265046E+03, 2.291904E+03, 2.319034E+03, 2.346438E+03, 2.374118E+03, 2.402078E+03, 2.430318E+03, 2.458842E+03, 2.487652E+03, 2.516751E+03, 2.546139E+03, 2.575821E+03, 2.605798E+03, 2.636073E+03, 2.666648E+03, 2.697526E+03, 2.728709E+03, 2.760200E+03, 2.792001E+03, 2.824114E+03, 2.856542E+03, 2.889288E+03, 2.922355E+03, 2.955744E+03, 2.989458E+03, 3.023500E+03, 3.057873E+03, 3.092579E+03, 3.127621E+03, 3.163001E+03, 3.198722E+03, 3.234787E+03, 3.271198E+03, 3.307959E+03, 3.345071E+03, 3.382538E+03, 3.420363E+03, 3.458548E+03, 3.497095E+03, 3.536008E+03, 3.575290E+03, 3.614943E+03, 3.654970E+03, 3.695374E+03, 3.736158E+03, 3.777325E+03, 3.818877E+03, 3.860818E+03, 3.903151E+03, 3.945878E+03, 3.989002E+03, 4.032526E+03, 4.076454E+03, 4.120788E+03, 4.165531E+03, 4.210687E+03, 4.256258E+03, 4.302247E+03, 4.348658E+03, 4.395494E+03, 4.442757E+03, 4.490450E+03, 4.538578E+03, 4.587142E+03, 4.636147E+03, 4.685595E+03, 4.735489E+03, 4.785833E+03, 4.836630E+03, 4.887883E+03, 4.939595E+03, 4.991770E+03, 5.044410E+03, 5.097519E+03, 5.151101E+03, 5.205159E+03, 5.259695E+03, 5.314713E+03, 5.370217E+03, 5.426210E+03, 5.482695E+03, 5.539676E+03, 5.597156E+03, 5.655138E+03, 5.713626E+03, 5.772624E+03, 5.832134E+03, 5.892160E+03, 5.952706E+03, 6.013775E+03, 6.075370E+03, 6.137495E+03, 6.200154E+03, 6.263350E+03, 6.327087E+03, 6.391368E+03, 6.456196E+03, 6.521576E+03, 6.587511E+03, 6.654004E+03, 6.721059E+03, 6.788680E+03, 6.856870E+03, 6.925633E+03, 6.994973E+03, 7.064893E+03, 7.135397E+03, 7.206488E+03, 7.278171E+03, 7.350449E+03, 7.423325E+03, 7.496804E+03, 7.570889E+03, 7.645584E+03, 7.720893E+03, 7.796819E+03, 7.873367E+03, 7.950539E+03, 8.028340E+03, 8.106774E+03, 8.185845E+03, 8.265556E+03, 8.345910E+03, 8.426913E+03, 8.508568E+03, 8.590878E+03, 8.673848E+03, 8.757482E+03, 8.841782E+03, 8.926755E+03, 9.012402E+03, 9.098728E+03, 9.185738E+03, 9.273434E+03, 9.361821E+03, 9.450904E+03, 9.540685E+03, 9.631169E+03, 9.722360E+03, 9.814261E+03, 9.906877E+03, 1.000021E+04, 1.009427E+04, 1.018906E+04, 1.028457E+04, 1.038082E+04, 1.047781E+04, 1.057554E+04, 1.067402E+04, 1.077326E+04, 1.087324E+04, 1.097399E+04, 1.107550E+04, 1.117777E+04, 1.128082E+04, 1.138464E+04, 1.148925E+04, 1.159464E+04, 1.170081E+04, 1.180778E+04, 1.191554E+04, 1.202411E+04, 1.213348E+04, 1.224365E+04, 1.235465E+04, 1.246645E+04, 1.257908E+04, 1.269254E+04, 1.280682E+04, 1.292194E+04, 1.303790E+04, 1.315470E+04, 1.327234E+04, 1.339084E+04, 1.351019E+04, 1.363040E+04, 1.375147E+04, 1.387341E+04, 1.399623E+04, 1.411992E+04, 1.424448E+04, 1.436994E+04, 1.449628E+04, 1.462352E+04, 1.475165E+04, 1.488068E+04, 1.501062E+04, 1.514147E+04, 1.527324E+04, 1.540592E+04, 1.553952E+04, 1.567406E+04, 1.580952E+04, 1.594592E+04, 1.608326E+04, 1.622155E+04, 1.636078E+04, 1.650096E+04, 1.664211E+04, 1.678421E+04, 1.692728E+04, 1.707132E+04, 1.721633E+04, 1.736233E+04, 1.750930E+04, 1.765726E+04, 1.780622E+04, 1.795617E+04, 1.810712E+04, 1.825907E+04, 1.841204E+04, 1.856601E+04, 1.872101E+04, 1.887702E+04, 1.903406E+04, 1.919213E+04, 1.935124E+04, 1.951139E+04, 1.967257E+04, 1.983481E+04, 1.999810E+04, 2.016244E+04, 2.032784E+04, 2.049431E+04, 2.066185E+04, 2.083046E+04, 2.100015E+04, 2.117092E+04, 2.134278E+04, 2.151573E+04, 2.168977E+04, 2.186491E+04, 2.204116E+04, 2.221851E+04, 2.239698E+04, 2.257656E+04, 2.275726E+04, 2.293909E+04, 2.312205E+04, 2.330614E+04, 2.349136E+04, 2.367773E+04, 2.386525E+04, 2.405392E+04, 2.424374E+04, 2.443472E+04, 2.462686E+04, ]) # ============================ M = 56, I = 2 ============================ M = 56 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[3] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 3.000000E+00, 3.018140E+00, 3.846220E+00, 6.454580E+00, 1.038579E+01, 1.514070E+01, 2.045513E+01, 2.619326E+01, 3.228088E+01, 3.867575E+01, 4.535351E+01, 5.230000E+01, 5.950677E+01, 6.696842E+01, 7.468101E+01, 8.264117E+01, 9.084566E+01, 9.929116E+01, 1.079742E+02, 1.168911E+02, 1.260382E+02, 1.354118E+02, 1.450080E+02, 1.548232E+02, 1.648538E+02, 1.750962E+02, 1.855471E+02, 1.962034E+02, 2.070619E+02, 2.181199E+02, 2.293747E+02, 2.408238E+02, 2.524651E+02, 2.642964E+02, 2.763160E+02, 2.885222E+02, 3.009137E+02, 3.134893E+02, 3.262479E+02, 3.391889E+02, 3.523116E+02, 3.656159E+02, 3.791016E+02, 3.927687E+02, 4.066177E+02, 4.206489E+02, 4.348632E+02, 4.492614E+02, 4.638446E+02, 4.786141E+02, 4.935713E+02, 5.087179E+02, 5.240557E+02, 5.395866E+02, 5.553128E+02, 5.712365E+02, 5.873601E+02, 6.036861E+02, 6.202172E+02, 6.369563E+02, 6.539062E+02, 6.710700E+02, 6.884509E+02, 7.060520E+02, 7.238768E+02, 7.419286E+02, 7.602111E+02, 7.787279E+02, 7.974826E+02, 8.164792E+02, 8.357214E+02, 8.552131E+02, 8.749585E+02, 8.949616E+02, 9.152266E+02, 9.357576E+02, 9.565590E+02, 9.776350E+02, 9.989902E+02, 1.020629E+03, 1.042555E+03, 1.064775E+03, 1.087291E+03, 1.110109E+03, 1.133233E+03, 1.156669E+03, 1.180421E+03, 1.204494E+03, 1.228892E+03, 1.253621E+03, 1.278685E+03, 1.304090E+03, 1.329840E+03, 1.355941E+03, 1.382398E+03, 1.409216E+03, 1.436400E+03, 1.463955E+03, 1.491887E+03, 1.520200E+03, 1.548901E+03, 1.577994E+03, 1.607486E+03, 1.637381E+03, 1.667685E+03, 1.698403E+03, 1.729541E+03, 1.761106E+03, 1.793101E+03, 1.825534E+03, 1.858409E+03, 1.891733E+03, 1.925510E+03, 1.959749E+03, 1.994453E+03, 2.029629E+03, 2.065282E+03, 2.101420E+03, 2.138048E+03, 2.175171E+03, 2.212797E+03, 2.250930E+03, 2.289578E+03, 2.328747E+03, 2.368443E+03, 2.408671E+03, 2.449439E+03, 2.490753E+03, 2.532620E+03, 2.575045E+03, 2.618035E+03, 2.661597E+03, 2.705738E+03, 2.750463E+03, 2.795780E+03, 2.841696E+03, 2.888217E+03, 2.935350E+03, 2.983101E+03, 3.031478E+03, 3.080488E+03, 3.130137E+03, 3.180432E+03, 3.231381E+03, 3.282991E+03, 3.335269E+03, 3.388221E+03, 3.441855E+03, 3.496179E+03, 3.551199E+03, 3.606923E+03, 3.663358E+03, 3.720513E+03, 3.778393E+03, 3.837007E+03, 3.896362E+03, 3.956465E+03, 4.017325E+03, 4.078949E+03, 4.141345E+03, 4.204520E+03, 4.268482E+03, 4.333239E+03, 4.398799E+03, 4.465169E+03, 4.532358E+03, 4.600374E+03, 4.669224E+03, 4.738917E+03, 4.809460E+03, 4.880862E+03, 4.953131E+03, 5.026276E+03, 5.100303E+03, 5.175222E+03, 5.251041E+03, 5.327768E+03, 5.405412E+03, 5.483980E+03, 5.563482E+03, 5.643926E+03, 5.725320E+03, 5.807673E+03, 5.890993E+03, 5.975289E+03, 6.060570E+03, 6.146844E+03, 6.234119E+03, 6.322406E+03, 6.411711E+03, 6.502045E+03, 6.593416E+03, 6.685832E+03, 6.779302E+03, 6.873836E+03, 6.969443E+03, 7.066130E+03, 7.163907E+03, 7.262783E+03, 7.362768E+03, 7.463869E+03, 7.566096E+03, 7.669458E+03, 7.773964E+03, 7.879623E+03, 7.986444E+03, 8.094436E+03, 8.203609E+03, 8.313971E+03, 8.425532E+03, 8.538300E+03, 8.652285E+03, 8.767496E+03, 8.883943E+03, 9.001633E+03, 9.120577E+03, 9.240784E+03, 9.362263E+03, 9.485023E+03, 9.609073E+03, 9.734423E+03, 9.861081E+03, 9.989057E+03, 1.011836E+04, 1.024900E+04, 1.038099E+04, 1.051433E+04, 1.064903E+04, 1.078511E+04, 1.092257E+04, 1.106142E+04, 1.120167E+04, 1.134333E+04, 1.148641E+04, 1.163092E+04, 1.177687E+04, 1.192426E+04, 1.207311E+04, 1.222342E+04, 1.237520E+04, 1.252847E+04, 1.268323E+04, 1.283949E+04, 1.299727E+04, 1.315655E+04, 1.331737E+04, 1.347973E+04, 1.364363E+04, 1.380908E+04, 1.397610E+04, 1.414469E+04, ]) # ============================ M = 56, I = 3 ============================ M = 56 I = 3 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[7] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.200000E+01, 1.215283E+01, 1.483281E+01, 2.059948E+01, 2.828695E+01, 3.735548E+01, 4.755826E+01, 5.874488E+01, 7.080925E+01, 8.367328E+01, 9.727840E+01, 1.115795E+02, 1.265410E+02, 1.421334E+02, 1.583321E+02, 1.751156E+02, 1.924652E+02, 2.103639E+02, 2.287965E+02, 2.477492E+02, 2.672093E+02, 2.871652E+02, 3.076061E+02, 3.285221E+02, 3.499041E+02, 3.717437E+02, 3.940331E+02, 4.167653E+02, 4.399340E+02, 4.635333E+02, 4.875581E+02, 5.120040E+02, 5.368671E+02, 5.621440E+02, 5.878324E+02, 6.139299E+02, 6.404354E+02, 6.673481E+02, 6.946676E+02, 7.223944E+02, 7.505295E+02, 7.790744E+02, 8.080311E+02, 8.374022E+02, 8.671909E+02, 8.974007E+02, 9.280357E+02, 9.591005E+02, 9.905999E+02, 1.022539E+03, 1.054925E+03, 1.087762E+03, 1.121058E+03, 1.154820E+03, 1.189054E+03, 1.223768E+03, 1.258971E+03, 1.294669E+03, 1.330873E+03, 1.367589E+03, 1.404827E+03, 1.442597E+03, 1.480907E+03, 1.519767E+03, 1.559187E+03, 1.599176E+03, 1.639745E+03, 1.680905E+03, 1.722665E+03, 1.765036E+03, 1.808029E+03, 1.851655E+03, 1.895925E+03, 1.940849E+03, 1.986440E+03, 2.032709E+03, 2.079668E+03, 2.127327E+03, 2.175700E+03, 2.224797E+03, 2.274631E+03, 2.325215E+03, 2.376559E+03, 2.428678E+03, 2.481582E+03, 2.535286E+03, 2.589801E+03, 2.645141E+03, 2.701317E+03, 2.758345E+03, 2.816235E+03, 2.875003E+03, 2.934661E+03, 2.995222E+03, 3.056700E+03, 3.119110E+03, 3.182463E+03, 3.246776E+03, 3.312061E+03, 3.378333E+03, 3.445605E+03, 3.513893E+03, 3.583211E+03, 3.653572E+03, 3.724993E+03, 3.797488E+03, 3.871071E+03, 3.945757E+03, 4.021563E+03, 4.098503E+03, 4.176592E+03, 4.255846E+03, 4.336281E+03, 4.417912E+03, 4.500755E+03, 4.584827E+03, 4.670143E+03, 4.756719E+03, 4.844573E+03, 4.933720E+03, 5.024177E+03, 5.115961E+03, 5.209088E+03, 5.303576E+03, 5.399443E+03, 5.496704E+03, 5.595378E+03, 5.695483E+03, 5.797035E+03, 5.900053E+03, 6.004555E+03, 6.110559E+03, 6.218082E+03, 6.327145E+03, 6.437764E+03, 6.549959E+03, 6.663748E+03, 6.779151E+03, 6.896187E+03, 7.014874E+03, 7.135233E+03, 7.257283E+03, 7.381043E+03, 7.506534E+03, 7.633775E+03, 7.762786E+03, 7.893589E+03, 8.026203E+03, 8.160648E+03, 8.296947E+03, 8.435119E+03, 8.575186E+03, 8.717168E+03, 8.861088E+03, 9.006967E+03, 9.154826E+03, 9.304688E+03, 9.456574E+03, 9.610507E+03, 9.766509E+03, 9.924602E+03, 1.008481E+04, 1.024715E+04, 1.041166E+04, 1.057834E+04, 1.074724E+04, 1.091836E+04, 1.109174E+04, 1.126739E+04, 1.144534E+04, 1.162562E+04, 1.180825E+04, 1.199326E+04, 1.218066E+04, 1.237048E+04, 1.256276E+04, 1.275751E+04, 1.295475E+04, 1.315452E+04, 1.335684E+04, 1.356174E+04, 1.376924E+04, 1.397936E+04, 1.419214E+04, 1.440760E+04, 1.462577E+04, 1.484667E+04, 1.507034E+04, 1.529679E+04, 1.552606E+04, 1.575817E+04, 1.599315E+04, 1.623103E+04, 1.647183E+04, 1.671560E+04, 1.696234E+04, 1.721210E+04, 1.746490E+04, 1.772076E+04, 1.797973E+04, 1.824182E+04, 1.850707E+04, 1.877551E+04, 1.904717E+04, 1.932207E+04, 1.960025E+04, 1.988173E+04, 2.016656E+04, 2.045475E+04, 2.074634E+04, 2.104136E+04, 2.133984E+04, 2.164182E+04, 2.194732E+04, 2.225637E+04, 2.256902E+04, 2.288528E+04, 2.320520E+04, 2.352880E+04, 2.385612E+04, 2.418718E+04, 2.452204E+04, 2.486070E+04, 2.520322E+04, 2.554962E+04, 2.589994E+04, 2.625421E+04, 2.661246E+04, 2.697473E+04, 2.734106E+04, 2.771147E+04, 2.808600E+04, 2.846470E+04, 2.884758E+04, 2.923470E+04, 2.962607E+04, 3.002175E+04, 3.042176E+04, 3.082614E+04, 3.123493E+04, 3.164816E+04, 3.206587E+04, 3.248809E+04, 3.291487E+04, 3.334624E+04, 3.378224E+04, 3.422290E+04, 3.466826E+04, 3.511836E+04, 3.557324E+04, 3.603294E+04, 3.649749E+04, 3.696693E+04, 3.744130E+04, 3.792065E+04, 3.840500E+04, 3.889440E+04, 3.938888E+04, 3.988849E+04, 4.039327E+04, 4.090325E+04, 4.141848E+04, 4.193899E+04, 4.246483E+04, 4.299603E+04, 4.353264E+04, 4.407469E+04, 4.462224E+04, 4.517531E+04, 4.573395E+04, 4.629821E+04, 4.686812E+04, 4.744372E+04, 4.802506E+04, 4.861217E+04, 4.920511E+04, 4.980391E+04, 5.040861E+04, 5.101926E+04, 5.163591E+04, 5.225858E+04, 5.288733E+04, 5.352220E+04, 5.416324E+04, 5.481048E+04, 5.546397E+04, 5.612375E+04, 5.678987E+04, 5.746237E+04, 5.814130E+04, 5.882670E+04, 5.951861E+04, 6.021708E+04, 6.092216E+04, 6.163388E+04, 6.235230E+04, 6.307746E+04, 6.380940E+04, 6.454817E+04, 6.529381E+04, 6.604638E+04, 6.680591E+04, 6.757246E+04, 6.834606E+04, 6.912677E+04, 6.991463E+04, 7.070969E+04, 7.151199E+04, 7.232158E+04, 7.313851E+04, 7.396282E+04, 7.479457E+04, 7.563379E+04, 7.648054E+04, 7.733486E+04, 7.819680E+04, 7.906641E+04, 7.994374E+04, 8.082883E+04, 8.172173E+04, 8.262248E+04, 8.353115E+04, 8.444777E+04, 8.537240E+04, 8.630507E+04, 8.724585E+04, 8.819478E+04, 8.915190E+04, 9.011727E+04, 9.109094E+04, 9.207295E+04, 9.306335E+04, 9.406220E+04, 9.506953E+04, 9.608541E+04, 9.710987E+04, 9.814298E+04, 9.918477E+04, 1.002353E+05, 1.012946E+05, 1.023628E+05, 1.034398E+05, 1.045258E+05, 1.056208E+05, 1.067248E+05, 1.078378E+05, 1.089601E+05, 1.100915E+05, 1.112321E+05, 1.123821E+05, 1.135413E+05, 1.147100E+05, 1.158881E+05, 1.170757E+05, 1.182728E+05, 1.194795E+05, 1.206958E+05, 1.219219E+05, 1.231577E+05, 1.244032E+05, 1.256586E+05, 1.269239E+05, 1.281992E+05, 1.294844E+05, 1.307797E+05, 1.320851E+05, 1.334006E+05, 1.347263E+05, 1.360623E+05, 1.374086E+05, 1.387652E+05, 1.401322E+05, 1.415096E+05, 1.428976E+05, 1.442961E+05, 1.457052E+05, 1.471250E+05, 1.485555E+05, 1.499967E+05, 1.514488E+05, 1.529116E+05, 1.543855E+05, 1.558702E+05, 1.573660E+05, 1.588728E+05, 1.603908E+05, 1.619199E+05, 1.634602E+05, 1.650118E+05, 1.665747E+05, 1.681489E+05, 1.697346E+05, 1.713317E+05, 1.729404E+05, 1.745606E+05, 1.761925E+05, 1.778360E+05, 1.794912E+05, 1.811582E+05, 1.828370E+05, 1.845277E+05, 1.862303E+05, 1.879449E+05, 1.896715E+05, 1.914101E+05, 1.931609E+05, 1.949239E+05, 1.966990E+05, 1.984865E+05, 2.002862E+05, 2.020984E+05, 2.039229E+05, 2.057599E+05, 2.076095E+05, 2.094716E+05, 2.113463E+05, 2.132337E+05, 2.151338E+05, 2.170466E+05, 2.189723E+05, 2.209108E+05, 2.228623E+05, 2.248267E+05, 2.268041E+05, 2.287946E+05, 2.307982E+05, 2.328149E+05, 2.348449E+05, 2.368881E+05, 2.389445E+05, 2.410144E+05, 2.430976E+05, 2.451943E+05, 2.473045E+05, 2.494282E+05, 2.515654E+05, 2.537164E+05, 2.558810E+05, 2.580593E+05, 2.602514E+05, 2.624573E+05, 2.646771E+05, 2.669108E+05, 2.691585E+05, 2.714202E+05, 2.736959E+05, 2.759858E+05, 2.782898E+05, 2.806080E+05, 2.829404E+05, 2.852871E+05, ]) # ============================ M = 56, I = 4 ============================ M = 56 I = 4 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[3] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.000000E+01, 1.023525E+01, 1.257365E+01, 1.638718E+01, 2.125534E+01, 2.717493E+01, 3.406794E+01, 4.181090E+01, 5.028709E+01, 5.940431E+01, 6.909481E+01, 7.930967E+01, 9.001316E+01, 1.011784E+02, 1.127841E+02, 1.248131E+02, 1.372508E+02, 1.500845E+02, 1.633029E+02, 1.768959E+02, 1.908544E+02, 2.051700E+02, 2.198351E+02, 2.348428E+02, 2.501868E+02, 2.658615E+02, 2.818616E+02, 2.981828E+02, 3.148212E+02, 3.317733E+02, 3.490366E+02, 3.666088E+02, 3.844884E+02, 4.026743E+02, 4.211662E+02, 4.399641E+02, 4.590688E+02, 4.784812E+02, 4.982033E+02, 5.182370E+02, 5.385851E+02, 5.592506E+02, 5.802371E+02, 6.015484E+02, 6.231888E+02, 6.451630E+02, 6.674760E+02, 6.901329E+02, 7.131395E+02, 7.365015E+02, 7.602250E+02, 7.843163E+02, 8.087820E+02, 8.336288E+02, 8.588635E+02, 8.844932E+02, 9.105252E+02, 9.369666E+02, 9.638250E+02, 9.911079E+02, 1.018823E+03, 1.046978E+03, 1.075580E+03, 1.104638E+03, 1.134160E+03, 1.164153E+03, 1.194626E+03, 1.225586E+03, 1.257041E+03, 1.289001E+03, 1.321472E+03, 1.354464E+03, 1.387983E+03, 1.422040E+03, 1.456641E+03, 1.491795E+03, 1.527511E+03, 1.563795E+03, 1.600658E+03, 1.638107E+03, 1.676150E+03, 1.714795E+03, 1.754052E+03, 1.793927E+03, 1.834430E+03, 1.875569E+03, 1.917351E+03, 1.959786E+03, 2.002881E+03, 2.046645E+03, 2.091086E+03, 2.136212E+03, 2.182031E+03, 2.228552E+03, 2.275783E+03, 2.323733E+03, 2.372409E+03, 2.421820E+03, 2.471973E+03, 2.522878E+03, 2.574543E+03, 2.626975E+03, 2.680184E+03, 2.734176E+03, 2.788961E+03, 2.844548E+03, 2.900943E+03, 2.958155E+03, 3.016194E+03, 3.075066E+03, 3.134780E+03, 3.195345E+03, 3.256769E+03, 3.319060E+03, 3.382226E+03, 3.446276E+03, 3.511218E+03, 3.577061E+03, 3.643812E+03, 3.711481E+03, 3.780074E+03, 3.849602E+03, 3.920072E+03, 3.991492E+03, 4.063872E+03, 4.137219E+03, 4.211541E+03, 4.286848E+03, 4.363148E+03, 4.440448E+03, 4.518758E+03, 4.598086E+03, 4.678441E+03, 4.759830E+03, 4.842263E+03, 4.925748E+03, 5.010294E+03, 5.095908E+03, 5.182601E+03, 5.270379E+03, 5.359252E+03, 5.449228E+03, 5.540316E+03, 5.632524E+03, 5.725862E+03, 5.820337E+03, 5.915958E+03, 6.012734E+03, 6.110674E+03, 6.209786E+03, 6.310079E+03, 6.411562E+03, 6.514243E+03, 6.618131E+03, 6.723234E+03, 6.829562E+03, 6.937123E+03, 7.045926E+03, 7.155979E+03, 7.267291E+03, 7.379872E+03, 7.493729E+03, 7.608872E+03, 7.725309E+03, 7.843049E+03, 7.962101E+03, 8.082473E+03, 8.204175E+03, 8.327214E+03, 8.451601E+03, 8.577343E+03, 8.704449E+03, 8.832929E+03, 8.962790E+03, 9.094042E+03, 9.226694E+03, 9.360753E+03, 9.496229E+03, 9.633131E+03, 9.771468E+03, 9.911247E+03, 1.005248E+04, 1.019517E+04, 1.033933E+04, 1.048497E+04, 1.063209E+04, 1.078071E+04, 1.093084E+04, 1.108247E+04, 1.123563E+04, 1.139032E+04, 1.154654E+04, 1.170432E+04, 1.186364E+04, 1.202453E+04, 1.218700E+04, 1.235104E+04, 1.251667E+04, 1.268391E+04, 1.285274E+04, 1.302319E+04, 1.319527E+04, 1.336897E+04, 1.354432E+04, 1.372131E+04, 1.389995E+04, 1.408026E+04, 1.426225E+04, 1.444591E+04, 1.463126E+04, 1.481831E+04, 1.500706E+04, 1.519753E+04, 1.538971E+04, 1.558363E+04, 1.577927E+04, 1.597667E+04, 1.617581E+04, 1.637671E+04, 1.657938E+04, 1.678383E+04, 1.699006E+04, 1.719807E+04, 1.740789E+04, 1.761950E+04, 1.783293E+04, 1.804818E+04, 1.826526E+04, 1.848417E+04, 1.870492E+04, 1.892751E+04, 1.915197E+04, 1.937828E+04, 1.960647E+04, 1.983653E+04, 2.006847E+04, 2.030230E+04, 2.053803E+04, 2.077566E+04, 2.101520E+04, 2.125666E+04, 2.150004E+04, 2.174534E+04, 2.199259E+04, 2.224177E+04, 2.249290E+04, 2.274599E+04, 2.300103E+04, 2.325804E+04, 2.351702E+04, 2.377798E+04, ]) # ============================ M = 57, I = 1 ============================ M = 57 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 0.000000E+00, 2.387314E+00, 9.439840E+00, 1.825870E+01, 2.871730E+01, 4.069892E+01, 5.406322E+01, 6.869275E+01, 8.449560E+01, 1.013998E+02, 1.193489E+02, 1.382998E+02, 1.582207E+02, 1.790902E+02, 2.008954E+02, 2.236308E+02, 2.472972E+02, 2.719001E+02, 2.974492E+02, 3.239571E+02, 3.514391E+02, 3.799121E+02, 4.093948E+02, 4.399069E+02, 4.714692E+02, 5.041033E+02, 5.378315E+02, 5.726765E+02, 6.086619E+02, 6.458115E+02, 6.841498E+02, 7.237016E+02, 7.644921E+02, 8.065471E+02, 8.498927E+02, 8.945554E+02, 9.405621E+02, 9.879401E+02, 1.036717E+03, 1.086921E+03, 1.138581E+03, 1.191725E+03, 1.246383E+03, 1.302584E+03, 1.360359E+03, 1.419738E+03, 1.480752E+03, 1.543432E+03, 1.607811E+03, 1.673920E+03, 1.741793E+03, 1.811461E+03, 1.882960E+03, 1.956324E+03, 2.031586E+03, 2.108783E+03, 2.187949E+03, 2.269122E+03, 2.352338E+03, 2.437635E+03, 2.525049E+03, 2.614621E+03, 2.706389E+03, 2.800393E+03, 2.896673E+03, 2.995271E+03, 3.096226E+03, 3.199583E+03, 3.305384E+03, 3.413672E+03, 3.524491E+03, 3.637887E+03, 3.753904E+03, 3.872590E+03, 3.993990E+03, 4.118153E+03, 4.245127E+03, 4.374960E+03, 4.507703E+03, 4.643406E+03, 4.782120E+03, 4.923896E+03, 5.068789E+03, 5.216850E+03, 5.368135E+03, 5.522698E+03, 5.680594E+03, 5.841880E+03, 6.006614E+03, 6.174853E+03, 6.346656E+03, 6.522083E+03, 6.701193E+03, 6.884049E+03, 7.070712E+03, 7.261244E+03, 7.455710E+03, 7.654174E+03, 7.856701E+03, 8.063357E+03, 8.274210E+03, 8.489326E+03, 8.708774E+03, 8.932624E+03, 9.160947E+03, 9.393813E+03, 9.631295E+03, 9.873465E+03, 1.012040E+04, 1.037217E+04, 1.062885E+04, 1.089052E+04, 1.115726E+04, 1.142914E+04, 1.170625E+04, 1.198866E+04, 1.227645E+04, 1.256972E+04, 1.286853E+04, 1.317298E+04, 1.348315E+04, 1.379912E+04, 1.412099E+04, 1.444883E+04, 1.478275E+04, 1.512282E+04, 1.546914E+04, 1.582181E+04, 1.618090E+04, 1.654653E+04, 1.691878E+04, 1.729774E+04, 1.768352E+04, 1.807622E+04, 1.847593E+04, 1.888275E+04, 1.929678E+04, 1.971813E+04, 2.014689E+04, 2.058318E+04, 2.102710E+04, 2.147876E+04, 2.193825E+04, 2.240570E+04, 2.288121E+04, 2.336490E+04, 2.385687E+04, 2.435723E+04, 2.486611E+04, 2.538362E+04, 2.590987E+04, 2.644498E+04, 2.698908E+04, 2.754227E+04, 2.810470E+04, 2.867646E+04, 2.925770E+04, 2.984854E+04, 3.044909E+04, 3.105950E+04, 3.167988E+04, 3.231037E+04, 3.295111E+04, 3.360221E+04, 3.426382E+04, 3.493607E+04, 3.561910E+04, 3.631305E+04, 3.701805E+04, 3.773425E+04, 3.846178E+04, 3.920079E+04, 3.995143E+04, 4.071384E+04, 4.148816E+04, 4.227455E+04, 4.307316E+04, 4.388413E+04, 4.470762E+04, 4.554378E+04, 4.639278E+04, 4.725475E+04, 4.812988E+04, 4.901830E+04, 4.992019E+04, 5.083570E+04, 5.176501E+04, 5.270827E+04, 5.366566E+04, 5.463734E+04, 5.562347E+04, 5.662424E+04, 5.763982E+04, 5.867038E+04, 5.971609E+04, 6.077713E+04, 6.185369E+04, 6.294593E+04, 6.405406E+04, 6.517824E+04, 6.631866E+04, 6.747552E+04, 6.864899E+04, 6.983927E+04, 7.104655E+04, 7.227102E+04, 7.351288E+04, 7.477232E+04, 7.604955E+04, 7.734475E+04, 7.865814E+04, 7.998992E+04, 8.134028E+04, 8.270944E+04, 8.409760E+04, 8.550498E+04, 8.693179E+04, 8.837823E+04, 8.984452E+04, 9.133088E+04, 9.283753E+04, 9.436469E+04, 9.591258E+04, 9.748142E+04, 9.907144E+04, 1.006829E+05, 1.023159E+05, 1.039708E+05, 1.056478E+05, 1.073472E+05, 1.090691E+05, 1.108138E+05, 1.125816E+05, 1.143726E+05, 1.161872E+05, 1.180255E+05, 1.198879E+05, 1.217745E+05, 1.236857E+05, 1.256216E+05, 1.275825E+05, 1.295688E+05, 1.315805E+05, 1.336181E+05, 1.356817E+05, 1.377717E+05, 1.398882E+05, 1.420316E+05, 1.442022E+05, 1.464001E+05, 1.486257E+05, 1.508793E+05, 1.531611E+05, 1.554714E+05, 1.578105E+05, 1.601786E+05, 1.625761E+05, 1.650033E+05, 1.674604E+05, 1.699477E+05, 1.724656E+05, 1.750142E+05, 1.775940E+05, 1.802052E+05, 1.828481E+05, 1.855230E+05, 1.882303E+05, 1.909701E+05, 1.937430E+05, 1.965490E+05, 1.993887E+05, 2.022622E+05, 2.051699E+05, 2.081122E+05, 2.110893E+05, 2.141016E+05, 2.171493E+05, 2.202329E+05, 2.233527E+05, 2.265089E+05, 2.297020E+05, 2.329323E+05, 2.362000E+05, 2.395056E+05, 2.428494E+05, 2.462317E+05, 2.496530E+05, 2.531134E+05, 2.566135E+05, 2.601535E+05, 2.637338E+05, 2.673547E+05, 2.710167E+05, 2.747201E+05, 2.784652E+05, 2.822525E+05, 2.860822E+05, 2.899548E+05, 2.938707E+05, 2.978302E+05, 3.018337E+05, 3.058816E+05, 3.099742E+05, 3.141120E+05, 3.182954E+05, 3.225247E+05, 3.268003E+05, 3.311227E+05, 3.354922E+05, 3.399092E+05, 3.443741E+05, 3.488874E+05, 3.534494E+05, 3.580606E+05, 3.627213E+05, 3.674321E+05, 3.721932E+05, 3.770052E+05, 3.818684E+05, 3.867832E+05, 3.917502E+05, 3.967696E+05, 4.018421E+05, 4.069679E+05, 4.121476E+05, 4.173815E+05, 4.226701E+05, 4.280139E+05, 4.334132E+05, 4.388686E+05, 4.443806E+05, 4.499494E+05, 4.555757E+05, 4.612598E+05, 4.670023E+05, 4.728035E+05, 4.786640E+05, 4.845843E+05, 4.905647E+05, 4.966058E+05, 5.027080E+05, 5.088719E+05, 5.150978E+05, 5.213864E+05, 5.277380E+05, 5.341532E+05, 5.406324E+05, 5.471762E+05, 5.537850E+05, 5.604594E+05, 5.671998E+05, 5.740068E+05, 5.808808E+05, 5.878223E+05, 5.948320E+05, 6.019102E+05, 6.090575E+05, 6.162745E+05, 6.235615E+05, 6.309193E+05, 6.383482E+05, 6.458489E+05, 6.534218E+05, 6.610675E+05, 6.687866E+05, 6.765795E+05, 6.844468E+05, 6.923890E+05, 7.004068E+05, 7.085006E+05, 7.166710E+05, 7.249186E+05, 7.332439E+05, 7.416474E+05, 7.501298E+05, 7.586916E+05, 7.673334E+05, 7.760557E+05, 7.848592E+05, 7.937443E+05, 8.027117E+05, 8.117620E+05, 8.208957E+05, 8.301134E+05, 8.394158E+05, 8.488033E+05, 8.582767E+05, 8.678365E+05, 8.774833E+05, 8.872176E+05, 8.970402E+05, 9.069516E+05, 9.169525E+05, 9.270434E+05, 9.372249E+05, 9.474977E+05, 9.578625E+05, 9.683197E+05, 9.788701E+05, 9.895144E+05, 1.000253E+06, 1.011087E+06, 1.022016E+06, 1.033042E+06, 1.044164E+06, 1.055385E+06, 1.066703E+06, 1.078121E+06, 1.089638E+06, 1.101255E+06, 1.112973E+06, 1.124793E+06, 1.136715E+06, 1.148740E+06, 1.160869E+06, 1.173101E+06, 1.185439E+06, 1.197882E+06, 1.210432E+06, 1.223088E+06, 1.235852E+06, 1.248725E+06, 1.261706E+06, 1.274797E+06, 1.287999E+06, 1.301312E+06, 1.314737E+06, 1.328274E+06, 1.341924E+06, 1.355689E+06, 1.369568E+06, 1.383562E+06, 1.397673E+06, 1.411900E+06, 1.426246E+06, 1.440709E+06, 1.455291E+06, 1.469994E+06, 1.484816E+06, 1.499760E+06, 1.514826E+06, 1.530015E+06, 1.545327E+06, 1.560764E+06, 1.576325E+06, 1.592012E+06, 1.607826E+06, 1.623767E+06, 1.639836E+06, 1.656034E+06, 1.672362E+06, 1.688820E+06, 1.705409E+06, 1.722130E+06, 1.738984E+06, 1.755971E+06, 1.773092E+06, 1.790349E+06, 1.807742E+06, 1.825271E+06, 1.842937E+06, 1.860742E+06, 1.878687E+06, 1.896770E+06, 1.914995E+06, 1.933361E+06, 1.951870E+06, 1.970522E+06, 1.989317E+06, 2.008258E+06, 2.027344E+06, 2.046577E+06, 2.065957E+06, 2.085485E+06, 2.105163E+06, 2.124990E+06, 2.144967E+06, 2.165097E+06, 2.185378E+06, 2.205813E+06, 2.226403E+06, 2.247147E+06, 2.268047E+06, 2.289103E+06, 2.310318E+06, 2.331690E+06, 2.353222E+06, 2.374915E+06, 2.396768E+06, 2.418783E+06, 2.440961E+06, 2.463303E+06, 2.485810E+06, 2.508482E+06, 2.531321E+06, 2.554327E+06, 2.577501E+06, 2.600845E+06, 2.624358E+06, 2.648043E+06, 2.671900E+06, ]) # ============================ M = 58, I = 1 ============================ M = 58 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.451996E+00, 1.341653E+01, 3.367922E+01, 6.009540E+01, 8.975591E+01, 1.212103E+02, 1.537424E+02, 1.869686E+02, 2.206673E+02, 2.547030E+02, 2.889900E+02, 3.234746E+02, 3.581248E+02, 3.929248E+02, 4.278715E+02, 4.629709E+02, 4.982367E+02, 5.336880E+02, 5.693473E+02, 6.052401E+02, 6.413928E+02, 6.778326E+02, 7.145863E+02, 7.516803E+02, 7.891398E+02, 8.269889E+02, 8.652504E+02, 9.039456E+02, 9.430945E+02, 9.827156E+02, 1.022826E+03, 1.063441E+03, 1.104577E+03, 1.146245E+03, 1.188459E+03, 1.231230E+03, 1.274568E+03, 1.318484E+03, 1.362985E+03, 1.408081E+03, 1.453778E+03, 1.500083E+03, 1.547004E+03, 1.594546E+03, 1.642713E+03, 1.691512E+03, 1.740947E+03, 1.791023E+03, 1.841742E+03, 1.893110E+03, 1.945129E+03, 1.997804E+03, 2.051135E+03, 2.105128E+03, 2.159784E+03, 2.215106E+03, 2.271095E+03, 2.327755E+03, 2.385088E+03, 2.443095E+03, 2.501778E+03, 2.561138E+03, 2.621179E+03, 2.681900E+03, 2.743304E+03, 2.805392E+03, 2.868165E+03, 2.931625E+03, 2.995773E+03, 3.060610E+03, 3.126136E+03, 3.192354E+03, 3.259264E+03, 3.326867E+03, 3.395164E+03, 3.464155E+03, 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6.079855E+04, 6.099914E+04, 6.119970E+04, 6.140023E+04, 6.160074E+04, 6.180122E+04, 6.200166E+04, 6.220208E+04, 6.240246E+04, 6.260281E+04, 6.280313E+04, 6.300341E+04, 6.320365E+04, 6.340386E+04, 6.360403E+04, 6.380416E+04, 6.400425E+04, 6.420430E+04, 6.440431E+04, 6.460427E+04, 6.480420E+04, 6.500407E+04, 6.520391E+04, 6.540369E+04, 6.560344E+04, 6.580313E+04, 6.600277E+04, 6.620237E+04, 6.640191E+04, 6.660141E+04, 6.680085E+04, 6.700024E+04, 6.719958E+04, 6.739887E+04, 6.759810E+04, 6.779727E+04, 6.799639E+04, 6.819545E+04, 6.839446E+04, 6.859340E+04, 6.879229E+04, 6.899112E+04, 6.918989E+04, 6.938860E+04, 6.958725E+04, 6.978583E+04, 6.998435E+04, 7.018281E+04, 7.038121E+04, 7.057954E+04, 7.077781E+04, 7.097601E+04, 7.117415E+04, 7.137222E+04, 7.157022E+04, 7.176816E+04, 7.196602E+04, 7.216382E+04, 7.236155E+04, 7.255921E+04, 7.275680E+04, 7.295432E+04, 7.315177E+04, 7.334915E+04, 7.354645E+04, 7.374368E+04, 7.394084E+04, 7.413793E+04, 7.433494E+04, 7.453188E+04, ]) # ============================ M = 59, I = 1 ============================ M = 59 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 9.477158E+01, 2.840416E+03, 8.011219E+03, 1.470468E+04, 2.263058E+04, 3.162138E+04, 4.156564E+04, 5.238699E+04, 6.403704E+04, 7.649272E+04, 8.975417E+04, 1.038421E+05, 1.187952E+05, 1.346669E+05, 1.515233E+05, 1.694412E+05, 1.885063E+05, 2.088122E+05, 2.304600E+05, 2.535570E+05, 2.782173E+05, 3.045610E+05, 3.327146E+05, 3.628112E+05, 3.949903E+05, 4.293986E+05, 4.661893E+05, 5.055242E+05, 5.475719E+05, 5.925096E+05, 6.405232E+05, 6.918076E+05, 7.465668E+05, 8.050149E+05, 8.673764E+05, 9.338863E+05, 1.004791E+06, 1.080348E+06, 1.160828E+06, 1.246513E+06, 1.337700E+06, 1.434697E+06, 1.537829E+06, 1.647434E+06, 1.763866E+06, 1.887495E+06, 2.018707E+06, 2.157905E+06, 2.305510E+06, 2.461962E+06, 2.627718E+06, 2.803258E+06, 2.989077E+06, 3.185697E+06, 3.393657E+06, 3.613521E+06, 3.845876E+06, 4.091331E+06, 4.350522E+06, 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1.050089E+10, 1.074514E+10, 1.099432E+10, 1.124851E+10, 1.150779E+10, 1.177226E+10, 1.204199E+10, 1.231708E+10, 1.259762E+10, 1.288371E+10, 1.317542E+10, 1.347286E+10, 1.377612E+10, 1.408530E+10, 1.440050E+10, 1.472181E+10, 1.504934E+10, 1.538318E+10, 1.572345E+10, 1.607024E+10, 1.642366E+10, 1.678383E+10, 1.715083E+10, 1.752480E+10, 1.790584E+10, 1.829406E+10, 1.868957E+10, 1.909251E+10, 1.950296E+10, 1.992108E+10, 2.034696E+10, 2.078074E+10, 2.122253E+10, 2.167247E+10, 2.213068E+10, 2.259729E+10, 2.307243E+10, 2.355623E+10, 2.404882E+10, 2.455035E+10, 2.506094E+10, 2.558074E+10, 2.610989E+10, 2.664853E+10, 2.719680E+10, 2.775485E+10, 2.832283E+10, 2.890089E+10, 2.948917E+10, 3.008784E+10, 3.069704E+10, 3.131695E+10, 3.194770E+10, 3.258947E+10, 3.324242E+10, 3.390670E+10, 3.458249E+10, 3.526998E+10, 3.596929E+10, 3.668064E+10, 3.740418E+10, 3.814010E+10, 3.888858E+10, 3.964978E+10, 4.042390E+10, 4.121113E+10, 4.201165E+10, 4.282564E+10, 4.365332E+10, 4.449488E+10, 4.535048E+10, 4.622037E+10, 4.710470E+10, 4.800372E+10, 4.891763E+10, 4.984659E+10, 5.079086E+10, 5.175065E+10, 5.272617E+10, 5.371761E+10, 5.472522E+10, 5.574924E+10, 5.678986E+10, 5.784731E+10, 5.892186E+10, 6.001369E+10, 6.112307E+10, 6.225023E+10, 6.339542E+10, 6.455888E+10, 6.574083E+10, 6.694157E+10, 6.816132E+10, 6.940033E+10, 7.065888E+10, 7.193721E+10, 7.323561E+10, 7.455432E+10, 7.589361E+10, 7.725377E+10, 7.863506E+10, 8.003778E+10, 8.146218E+10, 8.290857E+10, 8.437724E+10, 8.586845E+10, 8.738253E+10, 8.891973E+10, 9.048040E+10, 9.206482E+10, 9.367330E+10, 9.530615E+10, 9.696368E+10, 9.864619E+10, 1.003540E+11, 1.020875E+11, 1.038469E+11, 1.056327E+11, 1.074451E+11, 1.092844E+11, 1.111510E+11, 1.130453E+11, 1.149676E+11, 1.169182E+11, 1.188975E+11, 1.209059E+11, 1.229437E+11, 1.250113E+11, 1.271090E+11, 1.292372E+11, 1.313964E+11, 1.335868E+11, 1.358089E+11, 1.380631E+11, 1.403497E+11, 1.426691E+11, 1.450218E+11, 1.474081E+11, 1.498285E+11, 1.522834E+11, 1.547731E+11, 1.572981E+11, 1.598588E+11, 1.624558E+11, 1.650892E+11, 1.677598E+11, 1.704677E+11, 1.732136E+11, 1.759978E+11, 1.788209E+11, 1.816832E+11, 1.845852E+11, 1.875275E+11, 1.905105E+11, 1.935345E+11, 1.966002E+11, 1.997080E+11, 2.028584E+11, 2.060520E+11, 2.092891E+11, 2.125704E+11, 2.158962E+11, 2.192672E+11, 2.226838E+11, 2.261466E+11, 2.296561E+11, 2.332129E+11, 2.368174E+11, 2.404702E+11, 2.441719E+11, 2.479230E+11, 2.517241E+11, 2.555758E+11, 2.594785E+11, 2.634329E+11, 2.674397E+11, 2.714992E+11, 2.756123E+11, 2.797793E+11, 2.840011E+11, 2.882779E+11, 2.926108E+11, 2.970001E+11, 3.014465E+11, 3.059506E+11, 3.105131E+11, 3.151347E+11, 3.198159E+11, 3.245573E+11, 3.293598E+11, 3.342239E+11, 3.391504E+11, 3.441398E+11, 3.491928E+11, 3.543103E+11, 3.594927E+11, 3.647410E+11, 3.700556E+11, 3.754375E+11, 3.808873E+11, 3.864057E+11, 3.919934E+11, 3.976512E+11, 4.033798E+11, 4.091800E+11, 4.150526E+11, 4.209983E+11, 4.270178E+11, 4.331121E+11, 4.392817E+11, 4.455277E+11, 4.518505E+11, 4.582513E+11, 4.647308E+11, 4.712897E+11, 4.779288E+11, 4.846491E+11, 4.914514E+11, 4.983366E+11, 5.053054E+11, 5.123587E+11, 5.194974E+11, 5.267224E+11, 5.340346E+11, 5.414349E+11, 5.489241E+11, 5.565030E+11, 5.641730E+11, 5.719345E+11, ]) # ============================ M = 59, I = 2 ============================ M = 59 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 9.712472E+01, 2.914285E+03, 8.220065E+03, 1.508833E+04, 2.322126E+04, 3.244693E+04, 4.265115E+04, 5.375588E+04, 6.571224E+04, 7.849771E+04, 9.211387E+04, 1.065836E+05, 1.219482E+05, 1.382642E+05, 1.556011E+05, 1.740390E+05, 1.936674E+05, 2.145838E+05, 2.368933E+05, 2.607073E+05, 2.861445E+05, 3.133296E+05, 3.423939E+05, 3.734759E+05, 4.067204E+05, 4.422796E+05, 4.803133E+05, 5.209889E+05, 5.644823E+05, 6.109777E+05, 6.606681E+05, 7.137566E+05, 7.704555E+05, 8.309874E+05, 8.955862E+05, 9.644963E+05, 1.037974E+06, 1.116288E+06, 1.199720E+06, 1.288564E+06, 1.383129E+06, 1.483736E+06, 1.590724E+06, 1.704444E+06, 1.825266E+06, 1.953576E+06, 2.089774E+06, 2.234283E+06, 2.387541E+06, 2.550006E+06, 2.722155E+06, 2.904487E+06, 3.097522E+06, 3.301800E+06, 3.517886E+06, 3.746367E+06, 3.987854E+06, 4.242986E+06, 4.512423E+06, 4.796856E+06, 5.096998E+06, 5.413598E+06, 5.747428E+06, 6.099292E+06, 6.470027E+06, 6.860498E+06, 7.271604E+06, 7.704283E+06, 8.159501E+06, 8.638267E+06, 9.141617E+06, 9.670635E+06, 1.022644E+07, 1.081019E+07, 1.142309E+07, 1.206639E+07, 1.274136E+07, 1.344934E+07, 1.419171E+07, 1.496990E+07, 1.578538E+07, 1.663969E+07, 1.753438E+07, 1.847110E+07, 1.945153E+07, 2.047741E+07, 2.155053E+07, 2.267275E+07, 2.384599E+07, 2.507222E+07, 2.635348E+07, 2.769187E+07, 2.908957E+07, 3.054882E+07, 3.207192E+07, 3.366125E+07, 3.531927E+07, 3.704850E+07, 3.885155E+07, 4.073110E+07, 4.268991E+07, 4.473083E+07, 4.685678E+07, 4.907077E+07, 5.137592E+07, 5.377541E+07, 5.627252E+07, 5.887065E+07, 6.157324E+07, 6.438390E+07, 6.730627E+07, 7.034415E+07, 7.350141E+07, 7.678202E+07, 8.019011E+07, 8.372987E+07, 8.740563E+07, 9.122182E+07, 9.518300E+07, 9.929385E+07, 1.035592E+08, 1.079839E+08, 1.125732E+08, 1.173320E+08, 1.222659E+08, 1.273802E+08, 1.326806E+08, 1.381727E+08, 1.438626E+08, 1.497562E+08, 1.558598E+08, 1.621796E+08, 1.687222E+08, 1.754942E+08, 1.825026E+08, 1.897542E+08, 1.972562E+08, 2.050161E+08, 2.130412E+08, 2.213394E+08, 2.299184E+08, 2.387863E+08, 2.479515E+08, 2.574223E+08, 2.672074E+08, 2.773157E+08, 2.877561E+08, 2.985380E+08, 3.096708E+08, 3.211642E+08, 3.330282E+08, 3.452728E+08, 3.579085E+08, 3.709457E+08, 3.843953E+08, 3.982685E+08, 4.125764E+08, 4.273306E+08, 4.425432E+08, 4.582258E+08, 4.743911E+08, 4.910514E+08, 5.082198E+08, 5.259092E+08, 5.441332E+08, 5.629054E+08, 5.822398E+08, 6.021507E+08, 6.226527E+08, 6.437604E+08, 6.654894E+08, 6.878549E+08, 7.108729E+08, 7.345593E+08, 7.589306E+08, 7.840040E+08, 8.097959E+08, 8.363244E+08, 8.636071E+08, 8.916621E+08, 9.205080E+08, 9.501636E+08, 9.806481E+08, 1.011982E+09, 1.044184E+09, 1.077275E+09, 1.111276E+09, 1.146208E+09, 1.182093E+09, 1.218953E+09, 1.256809E+09, 1.295686E+09, 1.335606E+09, 1.376593E+09, 1.418672E+09, 1.461866E+09, 1.506201E+09, 1.551702E+09, 1.598396E+09, 1.646309E+09, 1.695468E+09, 1.745899E+09, 1.797632E+09, 1.850695E+09, 1.905116E+09, 1.960926E+09, 2.018153E+09, 2.076830E+09, 2.136985E+09, 2.198652E+09, 2.261862E+09, 2.326649E+09, 2.393045E+09, 2.461085E+09, 2.530802E+09, 2.602232E+09, 2.675410E+09, 2.750374E+09, 2.827159E+09, 2.905802E+09, 2.986344E+09, 3.068820E+09, 3.153273E+09, 3.239741E+09, 3.328265E+09, 3.418887E+09, 3.511649E+09, 3.606593E+09, 3.703763E+09, 3.803204E+09, 3.904958E+09, 4.009076E+09, 4.115599E+09, 4.224576E+09, 4.336057E+09, 4.450088E+09, 4.566720E+09, 4.686002E+09, 4.807985E+09, 4.932723E+09, 5.060266E+09, 5.190668E+09, 5.323984E+09, 5.460270E+09, 5.599581E+09, 5.741973E+09, 5.887506E+09, 6.036235E+09, 6.188223E+09, 6.343530E+09, 6.502215E+09, 6.664342E+09, 6.829974E+09, 6.999176E+09, 7.172013E+09, 7.348550E+09, 7.528854E+09, 7.712994E+09, 7.901039E+09, 8.093058E+09, 8.289124E+09, 8.489310E+09, 8.693686E+09, 8.902326E+09, 9.115310E+09, 9.332712E+09, 9.554608E+09, 9.781078E+09, 1.001220E+10, 1.024806E+10, 1.048874E+10, 1.073432E+10, 1.098488E+10, 1.124051E+10, 1.150130E+10, 1.176734E+10, 1.203872E+10, 1.231551E+10, 1.259783E+10, 1.288576E+10, 1.317939E+10, 1.347882E+10, 1.378415E+10, 1.409548E+10, 1.441290E+10, 1.473652E+10, 1.506645E+10, 1.540277E+10, 1.574560E+10, 1.609506E+10, 1.645123E+10, 1.681424E+10, 1.718419E+10, 1.756120E+10, 1.794538E+10, 1.833684E+10, 1.873571E+10, 1.914210E+10, 1.955614E+10, 1.997794E+10, 2.040763E+10, 2.084532E+10, 2.129116E+10, 2.174526E+10, 2.220777E+10, 2.267879E+10, 2.315849E+10, 2.364698E+10, 2.414440E+10, 2.465089E+10, 2.516659E+10, 2.569165E+10, 2.622621E+10, 2.677041E+10, 2.732439E+10, 2.788832E+10, 2.846234E+10, 2.904660E+10, 2.964126E+10, 3.024648E+10, 3.086240E+10, 3.148920E+10, 3.212704E+10, 3.277608E+10, 3.343650E+10, 3.410844E+10, 3.479209E+10, 3.548763E+10, 3.619521E+10, 3.691504E+10, 3.764727E+10, 3.839210E+10, 3.914969E+10, 3.992025E+10, 4.070397E+10, 4.150101E+10, 4.231161E+10, 4.313591E+10, 4.397414E+10, 4.482650E+10, 4.569318E+10, 4.657439E+10, 4.747033E+10, 4.838123E+10, 4.930726E+10, 5.024867E+10, 5.120567E+10, 5.217846E+10, 5.316729E+10, 5.417234E+10, 5.519389E+10, 5.623213E+10, 5.728730E+10, 5.835966E+10, 5.944938E+10, 6.055678E+10, 6.168207E+10, 6.282547E+10, 6.398726E+10, 6.516765E+10, 6.636695E+10, 6.758538E+10, 6.882320E+10, 7.008069E+10, 7.135809E+10, 7.265567E+10, 7.397372E+10, 7.531252E+10, 7.667229E+10, 7.805338E+10, 7.945605E+10, 8.088054E+10, 8.232720E+10, 8.379628E+10, 8.528809E+10, 8.680294E+10, 8.834110E+10, 8.990294E+10, 9.148869E+10, 9.309868E+10, 9.473325E+10, 9.639271E+10, 9.807738E+10, 9.978758E+10, 1.015236E+11, 1.032859E+11, 1.050746E+11, 1.068903E+11, 1.087331E+11, 1.106035E+11, 1.125018E+11, 1.144283E+11, 1.163834E+11, 1.183675E+11, 1.203810E+11, 1.224241E+11, 1.244973E+11, 1.266010E+11, 1.287355E+11, 1.309012E+11, 1.330984E+11, 1.353277E+11, 1.375893E+11, 1.398838E+11, 1.422114E+11, 1.445725E+11, 1.469677E+11, 1.493973E+11, 1.518617E+11, 1.543614E+11, 1.568968E+11, 1.594682E+11, 1.620762E+11, 1.647212E+11, 1.674037E+11, 1.701240E+11, 1.728826E+11, 1.756801E+11, 1.785168E+11, 1.813932E+11, 1.843098E+11, 1.872671E+11, 1.902655E+11, 1.933056E+11, 1.963878E+11, 1.995126E+11, 2.026806E+11, 2.058921E+11, 2.091478E+11, 2.124482E+11, 2.157936E+11, 2.191849E+11, 2.226222E+11, 2.261064E+11, 2.296379E+11, 2.332172E+11, 2.368448E+11, 2.405215E+11, 2.442476E+11, 2.480237E+11, 2.518506E+11, 2.557286E+11, 2.596584E+11, 2.636406E+11, 2.676757E+11, 2.717645E+11, 2.759073E+11, 2.801050E+11, 2.843580E+11, 2.886671E+11, 2.930328E+11, 2.974558E+11, 3.019366E+11, 3.064760E+11, 3.110746E+11, 3.157330E+11, 3.204520E+11, 3.252321E+11, 3.300741E+11, 3.349786E+11, 3.399463E+11, 3.449779E+11, 3.500741E+11, 3.552356E+11, 3.604631E+11, 3.657573E+11, 3.711189E+11, 3.765488E+11, 3.820475E+11, 3.876159E+11, 3.932547E+11, 3.989647E+11, 4.047466E+11, 4.106010E+11, 4.165290E+11, 4.225313E+11, 4.286085E+11, 4.347615E+11, 4.409913E+11, 4.472984E+11, 4.536838E+11, 4.601482E+11, 4.666926E+11, 4.733176E+11, 4.800243E+11, 4.868134E+11, 4.936858E+11, 5.006423E+11, 5.076838E+11, 5.148113E+11, 5.220256E+11, 5.293276E+11, 5.367181E+11, 5.441982E+11, 5.517687E+11, 5.594306E+11, 5.671849E+11, 5.750322E+11, 5.829738E+11, 5.910106E+11, 5.991435E+11, ]) # ============================ M = 60, I = 1 ============================ M = 60 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.066894E+01, 2.875868E+02, 8.068693E+02, 1.489660E+03, 2.335336E+03, 3.355237E+03, 4.555906E+03, 5.937782E+03, 7.497469E+03, 9.229896E+03, 1.112982E+04, 1.319278E+04, 1.541563E+04, 1.779684E+04, 2.033651E+04, 2.303642E+04, 2.589982E+04, 2.893138E+04, 3.213696E+04, 3.552357E+04, 3.909915E+04, 4.287253E+04, 4.685334E+04, 5.105189E+04, 5.547920E+04, 6.014689E+04, 6.506721E+04, 7.025297E+04, 7.571761E+04, 8.147507E+04, 8.753996E+04, 9.392741E+04, 1.006531E+05, 1.077336E+05, 1.151856E+05, 1.230268E+05, 1.312755E+05, 1.399506E+05, 1.490717E+05, 1.586591E+05, 1.687337E+05, 1.793175E+05, 1.904328E+05, 2.021029E+05, 2.143521E+05, 2.272051E+05, 2.406878E+05, 2.548268E+05, 2.696496E+05, 2.851848E+05, 3.014615E+05, 3.185103E+05, 3.363624E+05, 3.550502E+05, 3.746071E+05, 3.950674E+05, 4.164668E+05, 4.388420E+05, 4.622306E+05, 4.866718E+05, 5.122056E+05, 5.388735E+05, 5.667183E+05, 5.957839E+05, 6.261155E+05, 6.577599E+05, 6.907651E+05, 7.251806E+05, 7.610573E+05, 7.984476E+05, 8.374055E+05, 8.779865E+05, 9.202478E+05, 9.642478E+05, 1.010047E+06, 1.057708E+06, 1.107294E+06, 1.158871E+06, 1.212506E+06, 1.268269E+06, 1.326231E+06, 1.386465E+06, 1.449045E+06, 1.514050E+06, 1.581559E+06, 1.651652E+06, 1.724414E+06, 1.799930E+06, 1.878287E+06, 1.959577E+06, 2.043892E+06, 2.131326E+06, 2.221978E+06, 2.315946E+06, 2.413334E+06, 2.514247E+06, 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1.906775E+08, 1.951240E+08, 1.996604E+08, 2.042881E+08, 2.090087E+08, 2.138238E+08, 2.187349E+08, 2.237438E+08, 2.288520E+08, 2.340611E+08, 2.393730E+08, 2.447893E+08, 2.503117E+08, 2.559421E+08, 2.616821E+08, 2.675336E+08, 2.734984E+08, 2.795784E+08, 2.857756E+08, 2.920916E+08, 2.985286E+08, 3.050884E+08, 3.117731E+08, 3.185846E+08, 3.255250E+08, 3.325964E+08, 3.398008E+08, 3.471404E+08, 3.546172E+08, 3.622336E+08, 3.699916E+08, 3.778936E+08, 3.859417E+08, 3.941383E+08, 4.024856E+08, 4.109861E+08, 4.196421E+08, 4.284559E+08, 4.374301E+08, 4.465671E+08, 4.558694E+08, 4.653395E+08, 4.749800E+08, 4.847936E+08, 4.947827E+08, 5.049500E+08, 5.152984E+08, 5.258304E+08, 5.365489E+08, 5.474566E+08, 5.585564E+08, 5.698511E+08, 5.813436E+08, 5.930369E+08, 6.049338E+08, 6.170375E+08, 6.293510E+08, 6.418772E+08, 6.546193E+08, 6.675807E+08, 6.807642E+08, 6.941733E+08, 7.078111E+08, 7.216809E+08, 7.357863E+08, 7.501304E+08, 7.647165E+08, 7.795486E+08, 7.946294E+08, 8.099633E+08, 8.255533E+08, 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2.911103E+09, 2.958376E+09, 3.006314E+09, 3.054924E+09, 3.104215E+09, 3.154195E+09, 3.204871E+09, 3.256253E+09, 3.308349E+09, 3.361166E+09, 3.414714E+09, 3.469000E+09, 3.524033E+09, 3.579824E+09, 3.636378E+09, 3.693707E+09, 3.751819E+09, 3.810722E+09, 3.870426E+09, 3.930941E+09, 3.992274E+09, 4.054437E+09, 4.117438E+09, 4.181286E+09, 4.245993E+09, 4.311566E+09, 4.378017E+09, 4.445354E+09, 4.513588E+09, 4.582730E+09, 4.652789E+09, 4.723775E+09, 4.795699E+09, 4.868572E+09, 4.942404E+09, 5.017206E+09, 5.092987E+09, 5.169761E+09, 5.247537E+09, 5.326326E+09, 5.406139E+09, 5.486988E+09, 5.568885E+09, 5.651841E+09, 5.735866E+09, 5.820973E+09, 5.907174E+09, 5.994479E+09, 6.082904E+09, 6.172457E+09, 6.263153E+09, 6.355002E+09, 6.448018E+09, 6.542214E+09, 6.637601E+09, 6.734192E+09, 6.832001E+09, 6.931040E+09, 7.031322E+09, 7.132862E+09, 7.235670E+09, 7.339763E+09, 7.445152E+09, 7.551851E+09, 7.659876E+09, 7.769238E+09, 7.879952E+09, 7.992034E+09, 8.105495E+09, 8.220351E+09, 8.336618E+09, 8.454308E+09, 8.573437E+09, 8.694020E+09, 8.816072E+09, 8.939609E+09, 9.064642E+09, 9.191193E+09, 9.319272E+09, 9.448897E+09, 9.580084E+09, 9.712848E+09, 9.847206E+09, 9.983173E+09, 1.012077E+10, 1.026000E+10, 1.040090E+10, 1.054347E+10, 1.068773E+10, 1.083370E+10, 1.098140E+10, 1.113084E+10, 1.128204E+10, 1.143503E+10, 1.158981E+10, 1.174640E+10, 1.190483E+10, 1.206510E+10, 1.222725E+10, 1.239128E+10, 1.255722E+10, 1.272508E+10, 1.289489E+10, 1.306666E+10, 1.324040E+10, 1.341616E+10, 1.359393E+10, 1.377374E+10, 1.395561E+10, 1.413956E+10, 1.432561E+10, 1.451378E+10, 1.470409E+10, 1.489656E+10, 1.509122E+10, 1.528808E+10, 1.548716E+10, 1.568848E+10, 1.589208E+10, 1.609796E+10, 1.630615E+10, ]) # ============================ M = 60, I = 2 ============================ M = 60 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.728569E+01, 4.706381E+02, 1.320517E+03, 2.429180E+03, 3.782516E+03, 5.395484E+03, 7.282957E+03, 9.452544E+03, 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3.531214E+08, 3.622065E+08, 3.714942E+08, 3.809884E+08, 3.906930E+08, 4.006116E+08, 4.107486E+08, 4.211078E+08, 4.316935E+08, 4.425098E+08, 4.535610E+08, 4.648514E+08, 4.763853E+08, 4.881673E+08, 5.002018E+08, 5.124934E+08, 5.250468E+08, 5.378667E+08, 5.509578E+08, 5.643250E+08, 5.779733E+08, 5.919077E+08, 6.061331E+08, 6.206548E+08, 6.354781E+08, 6.506081E+08, 6.660503E+08, 6.818100E+08, 6.978930E+08, 7.143046E+08, 7.310506E+08, 7.481370E+08, 7.655693E+08, 7.833536E+08, 8.014958E+08, 8.200022E+08, 8.388789E+08, 8.581320E+08, 8.777681E+08, 8.977934E+08, 9.182147E+08, 9.390384E+08, 9.602712E+08, 9.819201E+08, 1.003992E+09, 1.026493E+09, 1.049432E+09, 1.072815E+09, 1.096649E+09, 1.120942E+09, 1.145701E+09, 1.170934E+09, 1.196648E+09, 1.222852E+09, 1.249553E+09, 1.276759E+09, 1.304478E+09, 1.332719E+09, 1.361489E+09, 1.390798E+09, 1.420652E+09, 1.451063E+09, 1.482037E+09, 1.513584E+09, 1.545713E+09, 1.578432E+09, 1.611752E+09, 1.645681E+09, 1.680229E+09, 1.715405E+09, 1.751219E+09, 1.787680E+09, 1.824800E+09, 1.862587E+09, 1.901052E+09, 1.940206E+09, 1.980057E+09, 2.020618E+09, 2.061899E+09, 2.103910E+09, 2.146663E+09, 2.190169E+09, 2.234438E+09, 2.279482E+09, 2.325313E+09, 2.371942E+09, 2.419381E+09, 2.467643E+09, 2.516737E+09, 2.566679E+09, 2.617479E+09, 2.669149E+09, 2.721703E+09, 2.775153E+09, 2.829513E+09, 2.884796E+09, 2.941013E+09, 2.998180E+09, 3.056309E+09, 3.115414E+09, 3.175510E+09, 3.236610E+09, 3.298728E+09, 3.361879E+09, 3.426077E+09, 3.491337E+09, 3.557674E+09, 3.625102E+09, 3.693637E+09, 3.763294E+09, 3.834090E+09, 3.906040E+09, 3.979158E+09, 4.053462E+09, 4.128968E+09, 4.205692E+09, 4.283652E+09, 4.362862E+09, 4.443342E+09, 4.525107E+09, 4.608176E+09, 4.692565E+09, 4.778293E+09, 4.865377E+09, 4.953837E+09, 5.043688E+09, 5.134952E+09, 5.227647E+09, 5.321790E+09, 5.417402E+09, 5.514502E+09, 5.613108E+09, 5.713243E+09, 5.814924E+09, 5.918173E+09, 6.023009E+09, 6.129453E+09, 6.237528E+09, 6.347254E+09, 6.458650E+09, 6.571740E+09, 6.686544E+09, 6.803087E+09, 6.921389E+09, 7.041471E+09, 7.163359E+09, 7.287074E+09, 7.412638E+09, 7.540078E+09, 7.669414E+09, 7.800672E+09, 7.933877E+09, 8.069049E+09, 8.206219E+09, 8.345406E+09, 8.486638E+09, 8.629941E+09, 8.775338E+09, 8.922859E+09, 9.072526E+09, 9.224367E+09, 9.378411E+09, 9.534682E+09, 9.693208E+09, 9.854016E+09, 1.001713E+10, 1.018259E+10, 1.035042E+10, 1.052064E+10, 1.069328E+10, 1.086838E+10, 1.104596E+10, 1.122605E+10, 1.140869E+10, 1.159390E+10, 1.178172E+10, 1.197216E+10, 1.216528E+10, 1.236109E+10, 1.255963E+10, 1.276094E+10, 1.296504E+10, 1.317196E+10, 1.338175E+10, 1.359443E+10, 1.381003E+10, 1.402860E+10, 1.425016E+10, 1.447476E+10, 1.470242E+10, 1.493318E+10, 1.516708E+10, 1.540415E+10, 1.564443E+10, 1.588795E+10, 1.613476E+10, 1.638489E+10, 1.663838E+10, 1.689526E+10, 1.715558E+10, 1.741936E+10, 1.768667E+10, 1.795753E+10, 1.823197E+10, 1.851006E+10, 1.879181E+10, 1.907728E+10, 1.936650E+10, 1.965952E+10, 1.995638E+10, 2.025712E+10, 2.056178E+10, 2.087042E+10, 2.118307E+10, 2.149977E+10, 2.182057E+10, 2.214552E+10, 2.247466E+10, 2.280804E+10, 2.314569E+10, 2.348768E+10, 2.383405E+10, 2.418483E+10, 2.454008E+10, 2.489986E+10, 2.526420E+10, 2.563316E+10, 2.600679E+10, 2.638514E+10, 2.676825E+10, 2.715617E+10, 2.754897E+10, 2.794668E+10, 2.834937E+10, 2.875708E+10, 2.916987E+10, 2.958779E+10, 3.001090E+10, 3.043924E+10, 3.087289E+10, 3.131188E+10, 3.175627E+10, 3.220613E+10, 3.266150E+10, 3.312246E+10, 3.358905E+10, 3.406132E+10, 3.453935E+10, 3.502318E+10, 3.551289E+10, 3.600853E+10, 3.651016E+10, 3.701784E+10, 3.753163E+10, 3.805159E+10, 3.857780E+10, 3.911030E+10, 3.964918E+10, 4.019448E+10, 4.074627E+10, 4.130463E+10, 4.186961E+10, 4.244129E+10, 4.301972E+10, 4.360498E+10, 4.419714E+10, 4.479626E+10, 4.540240E+10, 4.601566E+10, 4.663609E+10, 4.726376E+10, 4.789874E+10, 4.854112E+10, 4.919096E+10, 4.984832E+10, 5.051330E+10, 5.118595E+10, 5.186638E+10, 5.255462E+10, 5.325078E+10, ]) # ============================ M = 61, I = 1 ============================ M = 61 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.719947E+01, 2.011743E+03, 5.673105E+03, 1.041181E+04, 1.602210E+04, 2.238556E+04, 2.942559E+04, 3.709488E+04, 4.537170E+04, 5.425717E+04, 6.377165E+04, 7.395087E+04, 8.484244E+04, 9.650312E+04, 1.089969E+05, 1.223937E+05, 1.367686E+05, 1.522015E+05, 1.687769E+05, 1.865836E+05, 2.057152E+05, 2.262699E+05, 2.483509E+05, 2.720666E+05, 2.975308E+05, 3.248631E+05, 3.541891E+05, 3.856407E+05, 4.193566E+05, 4.554823E+05, 4.941708E+05, 5.355829E+05, 5.798871E+05, 6.272608E+05, 6.778899E+05, 7.319694E+05, 7.897043E+05, 8.513092E+05, 9.170091E+05, 9.870401E+05, 1.061649E+06, 1.141096E+06, 1.225650E+06, 1.315596E+06, 1.411230E+06, 1.512863E+06, 1.620818E+06, 1.735435E+06, 1.857068E+06, 1.986085E+06, 2.122873E+06, 2.267835E+06, 2.421389E+06, 2.583973E+06, 2.756044E+06, 2.938076E+06, 3.130565E+06, 3.334025E+06, 3.548994E+06, 3.776029E+06, 4.015710E+06, 4.268642E+06, 4.535452E+06, 4.816790E+06, 5.113336E+06, 5.425792E+06, 5.754890E+06, 6.101385E+06, 6.466066E+06, 6.849749E+06, 7.253278E+06, 7.677533E+06, 8.123421E+06, 8.591886E+06, 9.083903E+06, 9.600483E+06, 1.014267E+07, 1.071156E+07, 1.130825E+07, 1.193392E+07, 1.258977E+07, 1.327703E+07, 1.399699E+07, 1.475097E+07, 1.554034E+07, 1.636653E+07, 1.723098E+07, 1.813522E+07, 1.908080E+07, 2.006932E+07, 2.110246E+07, 2.218192E+07, 2.330948E+07, 2.448694E+07, 2.571621E+07, 2.699920E+07, 2.833793E+07, 2.973445E+07, 3.119088E+07, 3.270940E+07, 3.429228E+07, 3.594182E+07, 3.766041E+07, 3.945050E+07, 4.131464E+07, 4.325541E+07, 4.527550E+07, 4.737766E+07, 4.956471E+07, 5.183958E+07, 5.420526E+07, 5.666482E+07, 5.922143E+07, 6.187834E+07, 6.463888E+07, 6.750650E+07, 7.048472E+07, 7.357714E+07, 7.678750E+07, 8.011962E+07, 8.357739E+07, 8.716486E+07, 9.088613E+07, 9.474546E+07, 9.874717E+07, 1.028957E+08, 1.071957E+08, 1.116518E+08, 1.162688E+08, 1.210516E+08, 1.260053E+08, 1.311351E+08, 1.364463E+08, 1.419442E+08, 1.476345E+08, 1.535229E+08, 1.596153E+08, 1.659175E+08, 1.724358E+08, 1.791764E+08, 1.861457E+08, 1.933503E+08, 2.007970E+08, 2.084926E+08, 2.164442E+08, 2.246590E+08, 2.331444E+08, 2.419080E+08, 2.509574E+08, 2.603005E+08, 2.699454E+08, 2.799005E+08, 2.901740E+08, 3.007748E+08, 3.117115E+08, 3.229932E+08, 3.346292E+08, 3.466287E+08, 3.590016E+08, 3.717575E+08, 3.849065E+08, 3.984590E+08, 4.124252E+08, 4.268161E+08, 4.416425E+08, 4.569154E+08, 4.726465E+08, 4.888472E+08, 5.055294E+08, 5.227053E+08, 5.403872E+08, 5.585877E+08, 5.773197E+08, 5.965963E+08, 6.164310E+08, 6.368374E+08, 6.578295E+08, 6.794214E+08, 7.016278E+08, 7.244633E+08, 7.479431E+08, 7.720825E+08, 7.968972E+08, 8.224033E+08, 8.486170E+08, 8.755549E+08, 9.032339E+08, 9.316714E+08, 9.608848E+08, 9.908921E+08, 1.021712E+09, 1.053362E+09, 1.085862E+09, 1.119230E+09, 1.153488E+09, 1.188654E+09, 1.224749E+09, 1.261794E+09, 1.299810E+09, 1.338819E+09, 1.378841E+09, 1.419901E+09, 1.462020E+09, 1.505221E+09, 1.549529E+09, 1.594966E+09, 1.641558E+09, 1.689329E+09, 1.738305E+09, 1.788510E+09, 1.839972E+09, 1.892717E+09, 1.946771E+09, 2.002163E+09, 2.058921E+09, 2.117072E+09, 2.176646E+09, 2.237672E+09, 2.300180E+09, 2.364201E+09, 2.429765E+09, 2.496905E+09, 2.565651E+09, 2.636037E+09, 2.708095E+09, 2.781860E+09, 2.857365E+09, 2.934645E+09, 3.013736E+09, 3.094672E+09, 3.177491E+09, 3.262230E+09, 3.348927E+09, 3.437618E+09, 3.528345E+09, 3.621145E+09, 3.716058E+09, 3.813127E+09, 3.912391E+09, 4.013894E+09, 4.117677E+09, 4.223784E+09, 4.332258E+09, 4.443146E+09, 4.556491E+09, 4.672341E+09, 4.790741E+09, 4.911739E+09, 5.035384E+09, 5.161725E+09, 5.290810E+09, 5.422691E+09, 5.557419E+09, 5.695045E+09, 5.835623E+09, 5.979206E+09, 6.125847E+09, 6.275603E+09, 6.428529E+09, 6.584682E+09, 6.744120E+09, 6.906900E+09, 7.073083E+09, 7.242727E+09, 7.415895E+09, 7.592648E+09, 7.773049E+09, 7.957161E+09, 8.145049E+09, 8.336778E+09, 8.532415E+09, 8.732028E+09, 8.935683E+09, 9.143452E+09, 9.355403E+09, 9.571608E+09, 9.792139E+09, 1.001707E+10, 1.024647E+10, 1.048043E+10, 1.071900E+10, 1.096228E+10, 1.121035E+10, 1.146327E+10, 1.172113E+10, 1.198401E+10, 1.225200E+10, 1.252518E+10, 1.280363E+10, 1.308744E+10, 1.337669E+10, 1.367148E+10, 1.397190E+10, 1.427803E+10, 1.458996E+10, 1.490780E+10, 1.523164E+10, 1.556156E+10, 1.589767E+10, 1.624006E+10, 1.658884E+10, 1.694410E+10, 1.730596E+10, 1.767450E+10, 1.804983E+10, 1.843207E+10, 1.882131E+10, 1.921767E+10, 1.962125E+10, 2.003218E+10, 2.045055E+10, 2.087649E+10, 2.131011E+10, 2.175152E+10, 2.220085E+10, 2.265822E+10, 2.312374E+10, 2.359755E+10, 2.407975E+10, 2.457049E+10, 2.506989E+10, 2.557807E+10, 2.609517E+10, 2.662132E+10, 2.715666E+10, 2.770131E+10, 2.825542E+10, 2.881913E+10, 2.939257E+10, 2.997589E+10, 3.056923E+10, 3.117274E+10, 3.178656E+10, 3.241085E+10, 3.304575E+10, 3.369141E+10, 3.434800E+10, 3.501566E+10, 3.569456E+10, 3.638486E+10, 3.708671E+10, 3.780028E+10, 3.852573E+10, 3.926324E+10, 4.001297E+10, 4.077509E+10, 4.154978E+10, 4.233721E+10, 4.313756E+10, 4.395100E+10, 4.477773E+10, 4.561791E+10, 4.647174E+10, 4.733941E+10, 4.822110E+10, 4.911700E+10, 5.002732E+10, 5.095224E+10, 5.189196E+10, 5.284669E+10, 5.381662E+10, 5.480196E+10, 5.580292E+10, 5.681970E+10, 5.785252E+10, 5.890160E+10, 5.996714E+10, 6.104936E+10, 6.214850E+10, 6.326476E+10, 6.439838E+10, 6.554958E+10, 6.671860E+10, 6.790567E+10, 6.911102E+10, 7.033489E+10, 7.157752E+10, 7.283915E+10, 7.412004E+10, 7.542042E+10, 7.674055E+10, 7.808068E+10, 7.944108E+10, 8.082199E+10, 8.222368E+10, 8.364641E+10, 8.509045E+10, 8.655607E+10, 8.804355E+10, 8.955315E+10, 9.108516E+10, 9.263985E+10, 9.421752E+10, 9.581845E+10, 9.744292E+10, 9.909123E+10, 1.007637E+11, 1.024606E+11, 1.041822E+11, 1.059288E+11, 1.077008E+11, 1.094985E+11, 1.113222E+11, 1.131721E+11, 1.150486E+11, 1.169521E+11, 1.188829E+11, 1.208412E+11, 1.228275E+11, 1.248420E+11, 1.268851E+11, 1.289572E+11, 1.310585E+11, 1.331895E+11, 1.353505E+11, 1.375419E+11, 1.397639E+11, 1.420170E+11, 1.443016E+11, 1.466180E+11, 1.489666E+11, 1.513477E+11, 1.537618E+11, 1.562092E+11, 1.586903E+11, 1.612056E+11, 1.637554E+11, 1.663400E+11, 1.689600E+11, 1.716157E+11, 1.743076E+11, 1.770360E+11, 1.798013E+11, 1.826041E+11, 1.854446E+11, 1.883235E+11, 1.912410E+11, 1.941976E+11, 1.971938E+11, 2.002300E+11, 2.033067E+11, 2.064243E+11, 2.095833E+11, 2.127842E+11, 2.160273E+11, 2.193133E+11, 2.226425E+11, 2.260155E+11, 2.294327E+11, 2.328946E+11, 2.364017E+11, 2.399546E+11, 2.435537E+11, 2.471995E+11, 2.508926E+11, 2.546334E+11, 2.584225E+11, 2.622604E+11, 2.661476E+11, 2.700847E+11, 2.740723E+11, 2.781108E+11, 2.822008E+11, 2.863429E+11, 2.905376E+11, 2.947855E+11, 2.990872E+11, 3.034432E+11, 3.078541E+11, 3.123206E+11, 3.168431E+11, 3.214223E+11, 3.260588E+11, 3.307532E+11, 3.355061E+11, 3.403182E+11, 3.451900E+11, 3.501221E+11, 3.551153E+11, 3.601701E+11, 3.652872E+11, 3.704672E+11, 3.757108E+11, 3.810186E+11, 3.863914E+11, 3.918298E+11, 3.973344E+11, 4.029059E+11, 4.085451E+11, 4.142526E+11, 4.200292E+11, 4.258754E+11, 4.317922E+11, 4.377800E+11, 4.438398E+11, 4.499722E+11, 4.561779E+11, 4.624577E+11, 4.688123E+11, 4.752425E+11, 4.817491E+11, ]) # ============================ M = 61, I = 2 ============================ M = 61 I = 2 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 6.888814E+01, 2.064803E+03, 5.823113E+03, 1.068735E+04, 1.644630E+04, 2.297847E+04, 3.020557E+04, 3.807982E+04, 4.658007E+04, 5.570880E+04, 6.548830E+04, 7.595650E+04, 8.716337E+04, 9.916815E+04, 1.120374E+05, 1.258437E+05, 1.406650E+05, 1.565841E+05, 1.736884E+05, 1.920700E+05, 2.118259E+05, 2.330580E+05, 2.558732E+05, 2.803840E+05, 3.067083E+05, 3.349703E+05, 3.653002E+05, 3.978350E+05, 4.327186E+05, 4.701021E+05, 5.101444E+05, 5.530123E+05, 5.988811E+05, 6.479347E+05, 7.003664E+05, 7.563788E+05, 8.161847E+05, 8.800072E+05, 9.480800E+05, 1.020648E+06, 1.097969E+06, 1.180312E+06, 1.267957E+06, 1.361200E+06, 1.460350E+06, 1.565728E+06, 1.677671E+06, 1.796532E+06, 1.922679E+06, 2.056496E+06, 2.198384E+06, 2.348761E+06, 2.508063E+06, 2.676746E+06, 2.855284E+06, 3.044170E+06, 3.243920E+06, 3.455070E+06, 3.678176E+06, 3.913820E+06, 4.162605E+06, 4.425158E+06, 4.702134E+06, 4.994208E+06, 5.302087E+06, 5.626502E+06, 5.968211E+06, 6.328005E+06, 6.706701E+06, 7.105148E+06, 7.524226E+06, 7.964847E+06, 8.427959E+06, 8.914540E+06, 9.425607E+06, 9.962211E+06, 1.052544E+07, 1.111642E+07, 1.173633E+07, 1.238636E+07, 1.306776E+07, 1.378184E+07, 1.452991E+07, 1.531336E+07, 1.613362E+07, 1.699216E+07, 1.789050E+07, 1.883022E+07, 1.981293E+07, 2.084031E+07, 2.191409E+07, 2.303605E+07, 2.420803E+07, 2.543193E+07, 2.670971E+07, 2.804338E+07, 2.943502E+07, 3.088678E+07, 3.240087E+07, 3.397955E+07, 3.562517E+07, 3.734015E+07, 3.912696E+07, 4.098817E+07, 4.292641E+07, 4.494438E+07, 4.704488E+07, 4.923076E+07, 5.150498E+07, 5.387056E+07, 5.633063E+07, 5.888839E+07, 6.154714E+07, 6.431025E+07, 6.718120E+07, 7.016358E+07, 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1.122135E+11, 1.140868E+11, 1.159872E+11, 1.179149E+11, 1.198704E+11, 1.218540E+11, 1.238660E+11, 1.259067E+11, 1.279766E+11, 1.300759E+11, 1.322050E+11, 1.343643E+11, 1.365541E+11, 1.387748E+11, 1.410267E+11, 1.433103E+11, 1.456259E+11, 1.479739E+11, 1.503547E+11, 1.527686E+11, 1.552160E+11, 1.576974E+11, 1.602132E+11, 1.627637E+11, 1.653493E+11, 1.679705E+11, 1.706277E+11, 1.733212E+11, 1.760516E+11, 1.788191E+11, 1.816244E+11, 1.844677E+11, 1.873496E+11, 1.902704E+11, 1.932307E+11, 1.962308E+11, 1.992713E+11, 2.023525E+11, 2.054750E+11, 2.086392E+11, 2.118456E+11, 2.150946E+11, 2.183867E+11, 2.217225E+11, 2.251024E+11, 2.285269E+11, 2.319964E+11, 2.355116E+11, 2.390729E+11, 2.426808E+11, 2.463358E+11, 2.500385E+11, 2.537893E+11, 2.575889E+11, 2.614377E+11, 2.653363E+11, 2.692852E+11, 2.732850E+11, 2.773362E+11, 2.814394E+11, 2.855952E+11, 2.898040E+11, 2.940666E+11, 2.983834E+11, 3.027551E+11, 3.071823E+11, 3.116655E+11, 3.162053E+11, 3.208023E+11, 3.254573E+11, 3.301706E+11, 3.349431E+11, 3.397753E+11, 3.446679E+11, 3.496214E+11, 3.546365E+11, 3.597140E+11, 3.648543E+11, 3.700583E+11, 3.753265E+11, 3.806596E+11, 3.860583E+11, 3.915233E+11, 3.970553E+11, 4.026549E+11, 4.083229E+11, 4.140600E+11, 4.198668E+11, 4.257442E+11, 4.316927E+11, 4.377132E+11, 4.438064E+11, 4.499730E+11, 4.562138E+11, 4.625296E+11, 4.689210E+11, 4.753888E+11, 4.819339E+11, 4.885570E+11, 4.952589E+11, 5.020404E+11, ]) # ============================ M = 62, I = 1 ============================ M = 62 I = 1 TIPS_2025_ISOT_HASH[(M,I)] = TIPS_2025_ISOT[9] TIPS_2025_ISOQ_HASH[(M,I)] = float64([ 1.640086E+01, 2.995821E+02, 7.723535E+02, 1.386066E+03, 2.120850E+03, 2.958903E+03, 3.889102E+03, 4.906559E+03, 6.011412E+03, 7.207596E+03, 8.501789E+03, 9.902630E+03, 1.142022E+04, 1.306586E+04, 1.485189E+04, 1.679173E+04, 1.889986E+04, 2.119192E+04, 2.368481E+04, 2.639679E+04, 2.934760E+04, 3.255861E+04, 3.605295E+04, 3.985565E+04, 4.399384E+04, 4.849685E+04, 5.339646E+04, 5.872707E+04, 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9.933906E+11, 1.032250E+12, 1.072538E+12, 1.114304E+12, 1.157600E+12, 1.202477E+12, 1.248989E+12, 1.297193E+12, 1.347146E+12, 1.398907E+12, 1.452538E+12, 1.508101E+12, 1.565663E+12, 1.625290E+12, 1.687051E+12, 1.751019E+12, 1.817267E+12, 1.885870E+12, 1.956908E+12, 2.030462E+12, 2.106614E+12, 2.185451E+12, 2.267060E+12, 2.351535E+12, 2.438968E+12, 2.529456E+12, 2.623100E+12, 2.720003E+12, 2.820270E+12, 2.924011E+12, 3.031339E+12, 3.142369E+12, 3.257222E+12, 3.376020E+12, 3.498891E+12, 3.625964E+12, 3.757374E+12, 3.893261E+12, 4.033766E+12, 4.179037E+12, 4.329225E+12, 4.484485E+12, 4.644979E+12, 4.810870E+12, 4.982329E+12, 5.159531E+12, 5.342656E+12, 5.531888E+12, 5.727420E+12, 5.929446E+12, 6.138169E+12, 6.353797E+12, 6.576543E+12, 6.806627E+12, 7.044275E+12, 7.289720E+12, 7.543202E+12, 7.804967E+12, 8.075267E+12, 8.354364E+12, 8.642525E+12, 8.940026E+12, 9.247150E+12, 9.564188E+12, 9.891440E+12, 1.022921E+13, 1.057782E+13, 1.093760E+13, 1.130887E+13, 1.169199E+13, 1.208730E+13, 1.249517E+13, 1.291597E+13, 1.335008E+13, 1.379791E+13, 1.425985E+13, 1.473632E+13, 1.522775E+13, 1.573458E+13, 1.625726E+13, 1.679625E+13, 1.735204E+13, 1.792510E+13, 1.851594E+13, 1.912508E+13, 1.975305E+13, 2.040039E+13, 2.106766E+13, 2.175544E+13, 2.246432E+13, 2.319489E+13, 2.394779E+13, 2.472365E+13, 2.552312E+13, 2.634689E+13, 2.719563E+13, 2.807006E+13, 2.897090E+13, 2.989891E+13, 3.085484E+13, 3.183948E+13, 3.285365E+13, 3.389816E+13, 3.497388E+13, 3.608166E+13, 3.722240E+13, 3.839703E+13, 3.960648E+13, 4.085173E+13, 4.213375E+13, 4.345357E+13, 4.481222E+13, 4.621079E+13, 4.765036E+13, 4.913206E+13, 5.065704E+13, 5.222649E+13, 5.384162E+13, 5.550366E+13, 5.721391E+13, 5.897366E+13, 6.078426E+13, 6.264708E+13, 6.456352E+13, 6.653504E+13, 6.856312E+13, 7.064926E+13, 7.279504E+13, 7.500203E+13, 7.727188E+13, 7.960626E+13, 8.200688E+13, 8.447551E+13, 8.701394E+13, 8.962403E+13, 9.230767E+13, 9.506678E+13, 9.790337E+13, 1.008195E+14, 1.038172E+14, 1.068986E+14, 1.100659E+14, 1.133213E+14, 1.166673E+14, 1.201060E+14, 1.236399E+14, 1.272715E+14, 1.310033E+14, 1.348379E+14, 1.387779E+14, 1.428260E+14, 1.469851E+14, 1.512579E+14, 1.556474E+14, 1.601566E+14, 1.647884E+14, 1.695461E+14, 1.744328E+14, 1.794518E+14, 1.846065E+14, 1.899002E+14, 1.953365E+14, 2.009190E+14, 2.066514E+14, 2.125373E+14, 2.185808E+14, 2.247856E+14, 2.311559E+14, 2.376958E+14, 2.444094E+14, 2.513012E+14, 2.583755E+14, 2.656368E+14, 2.730898E+14, 2.807393E+14, 2.885900E+14, 2.966468E+14, 3.049150E+14, 3.133996E+14, 3.221060E+14, 3.310395E+14, 3.402058E+14, 3.496104E+14, 3.592593E+14, 3.691583E+14, 3.793134E+14, 3.897309E+14, 4.004172E+14, 4.113787E+14, ]) def BD_TIPS_2025_PYTHON(M,I,T): # get temperature grid TT = TIPS_2025_ISOT_HASH[(M,I)] Tmin = min(TT); Tmax = max(TT) # out of temperature range if TTmax: raise Exception('TIPS2025: T(%.1fK) must be between %.1fK and %.1fK.'%(T,Tmin,Tmax)) try: # get statistical weight for specified isotopologue #gi = TIPS_GSI_HASH[(M,I)] # Take from TIPS-2011? # interpolate partition sum for specified isotopologue Qt = AtoB(T,TT,TIPS_2025_ISOQ_HASH[(M,I)],len(TT)) except KeyError: raise Exception('TIPS2025: no data for M,I = %d,%d.' % (M,I)) return None,Qt # =========================/TIPS2025 PARTITION SUMS ========================= # ALIASES FOR TIPS PYTIPS2011 = lambda M,I,T: BD_TIPS_2011_PYTHON(M,I,T)[1] PYTIPS2017 = lambda M,I,T: BD_TIPS_2017_PYTHON(M,I,T)[1] PYTIPS2017_SLICE = lambda M,I,T,n=20: BD_TIPS_2017_PYTHON_SLICE(M,I,T,n)[1] PYTIPS2021 = lambda M,I,T: BD_TIPS_2021_PYTHON(M,I,T)[1] PYTIPS2025 = lambda M,I,T: BD_TIPS_2025_PYTHON(M,I,T)[1] PYTIPS = PYTIPS2025 # stub for backwards compatibility # Total internal partition sum # M - molecule number # I - isotopologue number # T - temperature (K) # returns (StatWeight,PartitionSum) def partitionSum(M,I,T,step=None,version=2025): """ INPUT PARAMETERS: M: HITRAN molecule number (required) I: HITRAN isotopologue number (required) T: temperature conditions (required) step: step to calculate temperatures (optional) OUTPUT PARAMETERS: TT: list of temperatures (present only if T is a list) PartSum: partition sums calculated on a list of temperatures --- DESCRIPTION: Calculate range of partition sums at different temperatures. This function uses a python implementation of TIPS-2011 code: References: TIPS-2011: Laraia AL, Gamache RR, Lamouroux J, Gordon IE, Rothman LS. Total internal partition sums to support planetary remote sensing. Icarus 2011;215:391–400. http://dx.doi.org/10.1016/j.icarus.2011.06.004 TIPS-2017: Gamache RR, Roller C, Lopes E, Gordon IE, Rothman LS, Polyansky OL, et al. Total internal partition sums for 166 isotopologues of 51 molecules important in planetary atmospheres: Application to HITRAN2016 and beyond. J Quant Spectrosc Radiat Transf 2017;203:70–87. http://dx.doi.org/10.1016/j.jqsrt.2017.03.045 TIPS-2021: Gamache et al. (2021), JQSRT 271, 107713 (doi: 10.1016/j.jqsrt.2021.107713) Data obtained from: https://zenodo.org/record/4708099 TIPS-2025: Gamache et al. (2025), JQSRT 345, 109568 (doi: 10.1016/j.jqsrt.2025.109568) Data obtained from: https://zenodo.org/records/17191976 Output depends on a structure of input parameter T so that: 1) If T is a scalar/list and step IS NOT provided, then calculate partition sums over each value of T. 2) If T is a list and step parameter IS provided, then calculate partition sums between T[0] and T[1] with a given step. --- EXAMPLE OF USAGE: PartSum = partitionSum(1,1,[296,1000]) TT,PartSum = partitionSum(1,1,[296,1000],step=0.1) --- """ # version selector if version==2011: BD_TIPS = BD_TIPS_2011_PYTHON elif version==2017: BD_TIPS = BD_TIPS_2017_PYTHON elif version==2021: BD_TIPS = BD_TIPS_2021_PYTHON elif version==2025: BD_TIPS = BD_TIPS_2025_PYTHON else: raise Exception('Unknown version of TIPS: %s'%str(version)) # partitionSum if not step: if type(T) not in set([list,tuple]): return BD_TIPS(M,I,T)[1] else: return [BD_TIPS(M,I,temp)[1] for temp in T] else: TT = arange(T[0],T[1],step) return TT,array([BD_TIPS(M,I,temp)[1] for temp in TT]) # ------------------ partition sum -------------------------------------- # ------------------ LINESHAPES ----------------------------------------- # ------------------ complex probability function ----------------------- # define static data zone = __ComplexType__(1.0e0 + 0.0e0j) zi = __ComplexType__(0.0e0 + 1.0e0j) tt = __FloatType__([0.5e0,1.5e0,2.5e0,3.5e0,4.5e0,5.5e0,6.5e0,7.5e0,8.5e0,9.5e0,10.5e0,11.5e0,12.5e0,13.5e0,14.5e0]) pipwoeronehalf = __FloatType__(0.564189583547756e0) # "naive" implementation for benchmarks def cpf3(X,Y): # X,Y,WR,WI - numpy arrays if type(X) != ndarray: if type(X) not in set([list,tuple]): X = array([X]) else: X = array(X) if type(Y) != ndarray: if type(Y) not in set([list,tuple]): Y = array([Y]) else: Y = array(Y) zm1 = zone/__ComplexType__(X + zi*Y) # maybe redundant zm2 = zm1**2 zsum = zone zterm=zone for tt_i in tt: zterm *= zm2*tt_i zsum += zterm zsum *= zi*zm1*pipwoeronehalf return zsum.real, zsum.imag T = __FloatType__([0.314240376e0,0.947788391e0,1.59768264e0,2.27950708e0,3.02063703e0,3.8897249e0]) U = __FloatType__([1.01172805e0,-0.75197147e0,1.2557727e-2,1.00220082e-2,-2.42068135e-4,5.00848061e-7]) S = __FloatType__([1.393237e0,0.231152406e0,-0.155351466e0,6.21836624e-3,9.19082986e-5,-6.27525958e-7]) # Complex probability function implementation (Humlicek) def cpf(X,Y): # X,Y,WR,WI - numpy arrays if type(X) != ndarray: if type(X) not in set([list,tuple]): X = array([X]) else: X = array(X) if type(Y) != ndarray: if type(Y) not in set([list,tuple]): Y = array([Y]) else: Y = array(Y) # REGION3 index_REGION3 = where(sqrt(X**2 + Y**2) > __FloatType__(8.0e0)) X_REGION3 = X[index_REGION3] Y_REGION3 = Y[index_REGION3] zm1 = zone/__ComplexType__(X_REGION3 + zi*Y_REGION3) zm2 = zm1**2 zsum_REGION3 = zone zterm=zone for tt_i in tt: zterm *= zm2*tt_i zsum_REGION3 += zterm zsum_REGION3 *= zi*zm1*pipwoeronehalf index_REGION12 = setdiff1d(array(arange(len(X))),array(index_REGION3)) X_REGION12 = X[index_REGION12] Y_REGION12 = Y[index_REGION12] WR = __FloatType__(0.0e0) WI = __FloatType__(0.0e0) # REGION12 Y1_REGION12 = Y_REGION12 + __FloatType__(1.5e0) Y2_REGION12 = Y1_REGION12**2 # REGION2 subindex_REGION2 = where((Y_REGION12 <= 0.85e0) & (abs(X_REGION12) >= (18.1e0*Y_REGION12 + 1.65e0))) index_REGION2 = index_REGION12[subindex_REGION2] X_REGION2 = X[index_REGION2] Y_REGION2 = Y[index_REGION2] Y1_REGION2 = Y1_REGION12[subindex_REGION2] Y2_REGION2 = Y2_REGION12[subindex_REGION2] Y3_REGION2 = Y_REGION2 + __FloatType__(3.0e0) WR_REGION2 = WR WI_REGION2 = WI WR_REGION2 = zeros(len(X_REGION2)) ii = abs(X_REGION2) < __FloatType__(12.0e0) WR_REGION2[ii] = exp(-X_REGION2[ii]**2) WR_REGION2[~ii] = WR for I in range(6): R_REGION2 = X_REGION2 - T[I] R2_REGION2 = R_REGION2**2 D_REGION2 = __FloatType__(1.0e0) / (R2_REGION2 + Y2_REGION2) D1_REGION2 = Y1_REGION2 * D_REGION2 D2_REGION2 = R_REGION2 * D_REGION2 WR_REGION2 = WR_REGION2 + Y_REGION2 * (U[I]*(R_REGION2*D2_REGION2 - 1.5e0*D1_REGION2) + S[I]*Y3_REGION2*D2_REGION2)/(R2_REGION2 + 2.25e0) R_REGION2 = X_REGION2 + T[I] R2_REGION2 = R_REGION2**2 D_REGION2 = __FloatType__(1.0e0) / (R2_REGION2 + Y2_REGION2) D3_REGION2 = Y1_REGION2 * D_REGION2 D4_REGION2 = R_REGION2 * D_REGION2 WR_REGION2 = WR_REGION2 + Y_REGION2 * (U[I]*(R_REGION2*D4_REGION2 - 1.5e0*D3_REGION2) - S[I]*Y3_REGION2*D4_REGION2)/(R2_REGION2 + 2.25e0) WI_REGION2 = WI_REGION2 + U[I]*(D2_REGION2 + D4_REGION2) + S[I]*(D1_REGION2 - D3_REGION2) # REGION3 index_REGION1 = setdiff1d(array(index_REGION12),array(index_REGION2)) X_REGION1 = X[index_REGION1] Y_REGION1 = X[index_REGION1] subindex_REGION1 = setdiff1d(array(arange(len(index_REGION12))),array(subindex_REGION2)) Y1_REGION1 = Y1_REGION12[subindex_REGION1] Y2_REGION1 = Y2_REGION12[subindex_REGION1] WR_REGION1 = WR WI_REGION1 = WI for I in range(6): R_REGION1 = X_REGION1 - T[I] D_REGION1 = __FloatType__(1.0e0) / (R_REGION1**2 + Y2_REGION1) D1_REGION1 = Y1_REGION1 * D_REGION1 D2_REGION1 = R_REGION1 * D_REGION1 R_REGION1 = X_REGION1 + T[I] D_REGION1 = __FloatType__(1.0e0) / (R_REGION1**2 + Y2_REGION1) D3_REGION1 = Y1_REGION1 * D_REGION1 D4_REGION1 = R_REGION1 * D_REGION1 WR_REGION1 = WR_REGION1 + U[I]*(D1_REGION1 + D3_REGION1) - S[I]*(D2_REGION1 - D4_REGION1) WI_REGION1 = WI_REGION1 + U[I]*(D2_REGION1 + D4_REGION1) + S[I]*(D1_REGION1 - D3_REGION1) # total result WR_TOTAL = zeros(len(X)) WI_TOTAL = zeros(len(X)) # REGION3 WR_TOTAL[index_REGION3] = zsum_REGION3.real WI_TOTAL[index_REGION3] = zsum_REGION3.imag # REGION2 WR_TOTAL[index_REGION2] = WR_REGION2 WI_TOTAL[index_REGION2] = WI_REGION2 # REGION1 WR_TOTAL[index_REGION1] = WR_REGION1 WI_TOTAL[index_REGION1] = WI_REGION1 return WR_TOTAL,WI_TOTAL hcpf = cpf # stub for initial cpf # ------------------ Schreier CPF ------------------------ # "Optimized implementations of rational approximations # for the Voigt and complex error function". # Franz Schreier. JQSRT 112 (2011) 1010-10250 # doi:10.1016/j.jqsrt.2010.12.010 # Enable this if numpy.polyval doesn't perform well. """ def polyval(p, x): y = zeros(x.shape, dtype=float) for i, v in enumerate(p): y *= x y += v return y """; def cef(x,y,N): # Computes the function w(z) = exp(-zA2) erfc(-iz) using a rational # series with N terms. It is assumed that Im(z) > 0 or Im(z) = 0. z = x + 1.0j*y M = 2*N; M2 = 2*M; k = arange(-M+1,M) #'; # M2 = no. of sampling points. L = sqrt(N/sqrt(2)); # Optimal choice of L. theta = k*pi/M; t = L*tan(theta/2); # Variables theta and t. #f = exp(-t.A2)*(LA2+t.A2); f = [0; f]; # Function to be transformed. f = zeros(len(t)+1); f[0] = 0 f[1:] = exp(-t**2)*(L**2+t**2) #f = insert(exp(-t**2)*(L**2+t**2),0,0) a = real(fft(fftshift(f)))/M2; # Coefficients of transform. a = flipud(a[1:N+1]); # Reorder coefficients. Z = (L+1.0j*z)/(L-1.0j*z); p = polyval(a,Z); # Polynomial evaluation. w = 2*p/(L-1.0j*z)**2+(1/sqrt(pi))/(L-1.0j*z); # Evaluate w(z). return w # weideman24 by default #weideman24 = lambda x,y: cef(x,y,24) weideman = lambda x,y,n: cef(x,y,n) def hum1_wei(x,y,n=24): t = y-1.0j*x cerf=1/sqrt(pi)*t/(0.5+t**2) """ z = x+1j*y cerf = 1j*z/sqrt(pi)/(z**2-0.5) """ mask = abs(x)+y<15.0 if any(mask): w24 = weideman(x[mask],y[mask],n) place(cerf,mask,w24) return cerf.real,cerf.imag VARIABLES['CPF'] = hum1_wei #VARIABLES['CPF'] = cpf # ------------------ Hartmann-Tran Profile (HTP) ------------------------ def pcqsdhc(sg0,GamD,Gam0,Gam2,Shift0,Shift2,anuVC,eta,sg,Ylm=0.0): #------------------------------------------------- # "pCqSDHC": partially-Correlated quadratic-Speed-Dependent Hard-Collision # Subroutine to Compute the complex normalized spectral shape of an # isolated line by the pCqSDHC model # # Reference: # H. Tran, N.H. Ngo, J.-M. Hartmann. # Efficient computation of some speed-dependent isolated line profiles. # JQSRT, Volume 129, November 2013, Pages 199–203 # http://dx.doi.org/10.1016/j.jqsrt.2013.06.015 # # Input/Output Parameters of Routine (Arguments or Common) # --------------------------------- # T : Temperature in Kelvin (Input). # amM1 : Molar mass of the absorber in g/mol(Input). # sg0 : Unperturbed line position in cm-1 (Input). # GamD : Doppler HWHM in cm-1 (Input) # Gam0 : Speed-averaged line-width in cm-1 (Input). # Gam2 : Speed dependence of the line-width in cm-1 (Input). # anuVC : Velocity-changing frequency in cm-1 (Input). # eta : Correlation parameter, No unit (Input). # Shift0 : Speed-averaged line-shift in cm-1 (Input). # Shift2 : Speed dependence of the line-shift in cm-1 (Input) # sg : Current WaveNumber of the Computation in cm-1 (Input). # Ylm : 1st order (Rosenkranz) line mixing coefficients in cm-1 (Input) # # Output Quantities (through Common Statements) # ----------------- # LS_pCqSDHC_R: Real part of the normalized spectral shape (cm) # LS_pCqSDHC_I: Imaginary part of the normalized spectral shape (cm) # # Called Routines: 'CPF' (Complex Probability Function) # --------------- 'CPF3' (Complex Probability Function for the region 3) # # Called By: Main Program # --------- # # Double Precision Version # #------------------------------------------------- # sg is the only vector argument which is passed to function if type(sg) not in set([array,ndarray,list,tuple]): sg = array([sg]) number_of_points = len(sg) Aterm_GLOBAL = zeros(number_of_points,dtype=__ComplexType__) Bterm_GLOBAL = zeros(number_of_points,dtype=__ComplexType__) cte=sqrt(log(2.0e0))/GamD rpi=sqrt(pi) iz = __ComplexType__(0.0e0 + 1.0e0j) c0 = __ComplexType__(Gam0 + 1.0e0j*Shift0) c2 = __ComplexType__(Gam2 + 1.0e0j*Shift2) c0t = __ComplexType__((1.0e0 - eta) * (c0 - 1.5e0 * c2) + anuVC) c2t = __ComplexType__((1.0e0 - eta) * c2) # PART1 if abs(c2t) == 0.0e0: Z1 = (iz*(sg0 - sg) + c0t) * cte xZ1 = -Z1.imag yZ1 = Z1.real WR1,WI1 = VARIABLES['CPF'](xZ1,yZ1) Aterm_GLOBAL = rpi*cte*__ComplexType__(WR1 + 1.0e0j*WI1) index_Z1 = abs(Z1) <= 4.0e3 index_NOT_Z1 = ~index_Z1 if any(index_Z1): Bterm_GLOBAL = rpi*cte*((1.0e0 - Z1**2)*__ComplexType__(WR1 + 1.0e0j*WI1) + Z1/rpi) if any(index_NOT_Z1): Bterm_GLOBAL = cte*(rpi*__ComplexType__(WR1 + 1.0e0j*WI1) + 0.5e0/Z1 - 0.75e0/(Z1**3)) else: # PART2, PART3 AND PART4 (PART4 IS A MAIN PART) # X - vector, Y - scalar X = (iz * (sg0 - sg) + c0t) / c2t Y = __ComplexType__(1.0e0 / ((2.0e0*cte*c2t))**2) csqrtY = (Gam2 - iz*Shift2) / (2.0e0*cte*(1.0e0-eta) * (Gam2**2 + Shift2**2)) index_PART2 = abs(X) <= 3.0e-8 * abs(Y) index_PART3 = (abs(Y) <= 1.0e-15 * abs(X)) & ~index_PART2 index_PART4 = ~ (index_PART2 | index_PART3) # PART4 if any(index_PART4): X_TMP = X[index_PART4] Z1 = sqrt(X_TMP + Y) - csqrtY Z2 = Z1 + __FloatType__(2.0e0) * csqrtY xZ1 = -Z1.imag yZ1 = Z1.real xZ2 = -Z2.imag yZ2 = Z2.real SZ1 = sqrt(xZ1**2 + yZ1**2) SZ2 = sqrt(xZ2**2 + yZ2**2) DSZ = abs(SZ1 - SZ2) SZmx = maximum(SZ1,SZ2) SZmn = minimum(SZ1,SZ2) length_PART4 = len(index_PART4) WR1_PART4 = zeros(length_PART4) WI1_PART4 = zeros(length_PART4) WR2_PART4 = zeros(length_PART4) WI2_PART4 = zeros(length_PART4) index_CPF3 = (DSZ <= 1.0e0) & (SZmx > 8.0e0) & (SZmn <= 8.0e0) index_CPF = ~index_CPF3 # can be removed if any(index_CPF3): WR1,WI1 = cpf3(xZ1[index_CPF3],yZ1[index_CPF3]) WR2,WI2 = cpf3(xZ2[index_CPF3],yZ2[index_CPF3]) WR1_PART4[index_CPF3] = WR1 WI1_PART4[index_CPF3] = WI1 WR2_PART4[index_CPF3] = WR2 WI2_PART4[index_CPF3] = WI2 if any(index_CPF): WR1,WI1 = VARIABLES['CPF'](xZ1[index_CPF],yZ1[index_CPF]) WR2,WI2 = VARIABLES['CPF'](xZ2[index_CPF],yZ2[index_CPF]) WR1_PART4[index_CPF] = WR1 WI1_PART4[index_CPF] = WI1 WR2_PART4[index_CPF] = WR2 WI2_PART4[index_CPF] = WI2 Aterm = rpi*cte*(__ComplexType__(WR1_PART4 + 1.0e0j*WI1_PART4) - __ComplexType__(WR2_PART4+1.0e0j*WI2_PART4)) Bterm = (-1.0e0 + rpi/(2.0e0*csqrtY)*(1.0e0 - Z1**2)*__ComplexType__(WR1_PART4 + 1.0e0j*WI1_PART4)- rpi/(2.0e0*csqrtY)*(1.0e0 - Z2**2)*__ComplexType__(WR2_PART4 + 1.0e0j*WI2_PART4)) / c2t Aterm_GLOBAL[index_PART4] = Aterm Bterm_GLOBAL[index_PART4] = Bterm # PART2 if any(index_PART2): X_TMP = X[index_PART2] Z1 = (iz*(sg0 - sg[index_PART2]) + c0t) * cte Z2 = sqrt(X_TMP + Y) + csqrtY xZ1 = -Z1.imag yZ1 = Z1.real xZ2 = -Z2.imag yZ2 = Z2.real WR1_PART2,WI1_PART2 = VARIABLES['CPF'](xZ1,yZ1) WR2_PART2,WI2_PART2 = VARIABLES['CPF'](xZ2,yZ2) Aterm = rpi*cte*(__ComplexType__(WR1_PART2 + 1.0e0j*WI1_PART2) - __ComplexType__(WR2_PART2 + 1.0e0j*WI2_PART2)) Bterm = (-1.0e0 + rpi/(2.0e0*csqrtY)*(1.0e0 - Z1**2)*__ComplexType__(WR1_PART2 + 1.0e0j*WI1_PART2)- rpi/(2.0e0*csqrtY)*(1.0e0 - Z2**2)*__ComplexType__(WR2_PART2 + 1.0e0j*WI2_PART2)) / c2t Aterm_GLOBAL[index_PART2] = Aterm Bterm_GLOBAL[index_PART2] = Bterm # PART3 if any(index_PART3): X_TMP = X[index_PART3] xZ1 = -sqrt(X_TMP + Y).imag yZ1 = sqrt(X_TMP + Y).real WR1_PART3,WI1_PART3 = VARIABLES['CPF'](xZ1,yZ1) index_ABS = abs(sqrt(X_TMP)) <= 4.0e3 index_NOT_ABS = ~index_ABS Aterm = zeros(len(index_PART3),dtype=__ComplexType__) Bterm = zeros(len(index_PART3),dtype=__ComplexType__) if any(index_ABS): xXb = -sqrt(X).imag yXb = sqrt(X).real WRb,WIb = VARIABLES['CPF'](xXb,yXb) Aterm[index_ABS] = (2.0e0*rpi/c2t)*(1.0e0/rpi - sqrt(X_TMP[index_ABS])*__ComplexType__(WRb + 1.0e0j*WIb)) Bterm[index_ABS] = (1.0e0/c2t)*(-1.0e0+ 2.0e0*rpi*(1.0e0 - X_TMP[index_ABS]-2.0e0*Y)*(1.0e0/rpi-sqrt(X_TMP[index_ABS])*__ComplexType__(WRb + 1.0e0j*WIb))+ 2.0e0*rpi*sqrt(X_TMP[index_ABS] + Y)*__ComplexType__(WR1_PART3 + 1.0e0j*WI1_PART3)) if any(index_NOT_ABS): Aterm[index_NOT_ABS] = (1.0e0/c2t)*(1.0e0/X_TMP[index_NOT_ABS] - 1.5e0/(X_TMP[index_NOT_ABS]**2)) Bterm[index_NOT_ABS] = (1.0e0/c2t)*(-1.0e0 + (1.0e0 - X_TMP[index_NOT_ABS] - 2.0e0*Y)* (1.0e0/X_TMP[index_NOT_ABS] - 1.5e0/(X_TMP[index_NOT_ABS]**2))+ 2.0e0*rpi*sqrt(X_TMP[index_NOT_ABS] + Y)*__ComplexType__(WR1 + 1.0e0j*WI1)) Aterm_GLOBAL[index_PART3] = Aterm Bterm_GLOBAL[index_PART3] = Bterm # common part # LINE MIXING PART NEEDS FURTHER TESTING!!! LS_pCqSDHC = (1.0e0/pi) * (Aterm_GLOBAL / (1.0e0 - (anuVC-eta*(c0-1.5e0*c2))*Aterm_GLOBAL + eta*c2*Bterm_GLOBAL)) return LS_pCqSDHC.real + Ylm*LS_pCqSDHC.imag, LS_pCqSDHC.imag # ------------------ CROSS-SECTIONS, XSECT.PY -------------------------------- # set interfaces for profiles def PROFILE_HT(Nu,GammaD,Gamma0,Gamma2,Delta0,Delta2,NuVC,Eta,WnGrid,YRosen=0.0,Sw=1.0): """ #------------------------------------------------- # "pCqSDHC": partially-Correlated quadratic-Speed-Dependent "Hard-Collision" # Subroutine to Compute the complex normalized spectral shape of an # isolated line by the pCqSDHC model # # References: # # 1) N.H. Ngo, D. Lisak, H. Tran, J.-M. Hartmann. # An isolated line-shape model to go beyond the Voigt profile in # spectroscopic databases and radiative transfer codes. # JQSRT, Volume 129, November 2013, Pages 89–100 # http://dx.doi.org/10.1016/j.jqsrt.2013.05.034 # # 2) H. Tran, N.H. Ngo, J.-M. Hartmann. # Efficient computation of some speed-dependent isolated line profiles. # JQSRT, Volume 129, November 2013, Pages 199–203 # http://dx.doi.org/10.1016/j.jqsrt.2013.06.015 # # 3) H. Tran, N.H. Ngo, J.-M. Hartmann. # Erratum to “Efficient computation of some speed-dependent isolated line profiles”. # JQSRT, Volume 134, February 2014, Pages 104 # http://dx.doi.org/10.1016/j.jqsrt.2013.10.015 # # Input/Output Parameters of Routine (Arguments or Common) # --------------------------------- # Nu : Unperturbed line position in cm-1 (Input). # GammaD : Doppler HWHM in cm-1 (Input) # Gamma0 : Speed-averaged line-width in cm-1 (Input). # Gamma2 : Speed dependence of the line-width in cm-1 (Input). # NuVC : Velocity-changing frequency in cm-1 (Input). # Eta : Correlation parameter, No unit (Input). # Delta0 : Speed-averaged line-shift in cm-1 (Input). # Delta2 : Speed dependence of the line-shift in cm-1 (Input) # WnGrid : Current WaveNumber of the Computation in cm-1 (Input). # YRosen : 1st order (Rosenkranz) line mixing coefficients in cm-1 (Input) # # The function has two outputs: # ----------------- # (1): Real part of the normalized spectral shape (cm) # (2): Imaginary part of the normalized spectral shape (cm) # # Called Routines: 'CPF' (Complex Probability Function) # --------------- 'CPF3' (Complex Probability Function for the region 3) # # Based on a double precision Fortran version # #------------------------------------------------- """ return Sw*pcqsdhc(Nu,GammaD,Gamma0,Gamma2,Delta0,Delta2,NuVC,Eta,WnGrid,YRosen)[0] PROFILE_HTP = PROFILE_HT # stub for backwards compatibility def PROFILE_SDRAUTIAN(Nu,GammaD,Gamma0,Gamma2,Delta0,Delta2,NuVC,WnGrid,YRosen=0.0,Sw=1.0): """ # Speed dependent Rautian profile based on HTP. # Input parameters: # Nu : Unperturbed line position in cm-1 (Input). # GammaD : Doppler HWHM in cm-1 (Input) # Gamma0 : Speed-averaged line-width in cm-1 (Input). # Gamma2 : Speed dependence of the line-width in cm-1 (Input). # NuVC : Velocity-changing frequency in cm-1 (Input). # Delta0 : Speed-averaged line-shift in cm-1 (Input). # Delta2 : Speed dependence of the line-shift in cm-1 (Input) # WnGrid : Current WaveNumber of the Computation in cm-1 (Input). # YRosen : 1st order (Rosenkranz) line mixing coefficients in cm-1 (Input) """ return Sw*pcqsdhc(Nu,GammaD,Gamma0,Gamma2,Delta0,Delta2,NuVC,cZero,WnGrid,YRosen)[0] def PROFILE_RAUTIAN(Nu,GammaD,Gamma0,Delta0,NuVC,WnGrid,Ylm=0.0,Sw=1.0): """ # Rautian profile based on HTP. # Input parameters: # Nu : Unperturbed line position in cm-1 (Input). # GammaD : Doppler HWHM in cm-1 (Input) # Gamma0 : Speed-averaged line-width in cm-1 (Input). # NuVC : Velocity-changing frequency in cm-1 (Input). # Delta0 : Speed-averaged line-shift in cm-1 (Input). # WnGrid : Current WaveNumber of the Computation in cm-1 (Input). # YRosen : 1st order (Rosenkranz) line mixing coefficients in cm-1 (Input) """ return Sw*pcqsdhc(Nu,GammaD,Gamma0,cZero,Delta0,cZero,NuVC,cZero,WnGrid,YRosen)[0] def PROFILE_SDVOIGT(Nu,GammaD,Gamma0,Gamma2,Delta0,Delta2,WnGrid,YRosen=0.0,Sw=1.0): """ # Speed dependent Voigt profile based on HTP. # Input parameters: # Nu : Unperturbed line position in cm-1 (Input). # GammaD : Doppler HWHM in cm-1 (Input) # Gamma0 : Speed-averaged line-width in cm-1 (Input). # Gamma2 : Speed dependence of the line-width in cm-1 (Input). # Delta0 : Speed-averaged line-shift in cm-1 (Input). # Delta2 : Speed dependence of the line-shift in cm-1 (Input) # WnGrid : Current WaveNumber of the Computation in cm-1 (Input). # YRosen : 1st order (Rosenkranz) line mixing coefficients in cm-1 (Input) """ if FLAG_DEBUG_PROFILE: print('PROFILE_SDVOIGT>>>',Nu,GammaD,Gamma0,Gamma2,Delta0,Delta2,WnGrid,YRosen,Sw) return Sw*pcqsdhc(Nu,GammaD,Gamma0,Gamma2,Delta0,Delta2,cZero,cZero,WnGrid,YRosen)[0] def PROFILE_VOIGT(Nu,GammaD,Gamma0,Delta0,WnGrid,YRosen=0.0,Sw=1.0): """ # Voigt profile based on HTP. # Input parameters: # Nu : Unperturbed line position in cm-1 (Input). # GammaD : Doppler HWHM in cm-1 (Input) # Gamma0 : Speed-averaged line-width in cm-1 (Input). # Delta0 : Speed-averaged line-shift in cm-1 (Input). # WnGrid : Current WaveNumber of the Computation in cm-1 (Input). # YRosen : 1st order (Rosenkranz) line mixing coefficients in cm-1 (Input) """ #return PROFILE_HTP(Nu,GammaD,Gamma0,cZero,cZero,cZero,cZero,cZero,WnGrid,YRosen)[0] if FLAG_DEBUG_PROFILE: print('PROFILE_VOIGT>>>',Nu,GammaD,Gamma0,Delta0,WnGrid,YRosen,Sw) return Sw*pcqsdhc(Nu,GammaD,Gamma0,cZero,Delta0,cZero,cZero,cZero,WnGrid,YRosen)[0] def PROFILE_LORENTZ(Nu,Gamma0,Delta0,WnGrid,YRosen=0.0,Sw=1.0): """ # Lorentz profile. # Input parameters: # Nu : Unperturbed line position in cm-1 (Input). # Gamma0 : Speed-averaged line-width in cm-1 (Input). # Delta0 : Speed-averaged line-shift in cm-1 (Input). # WnGrid : Current WaveNumber of the Computation in cm-1 (Input). # YRosen : 1st order (Rosenkranz) line mixing coefficients in cm-1 (Input) """ # reduce the extra calculations in the case if YRosen is zero: if YRosen==0.0: return Sw*Gamma0/(pi*(Gamma0**2+(WnGrid+Delta0-Nu)**2)) else: return Sw*(Gamma0+YRosen*(WnGrid+Delta0-Nu))/(pi*(Gamma0**2+(WnGrid+Delta0-Nu)**2)) def PROFILE_DOPPLER(Nu,GammaD,WnGrid,Sw=1.0): """ # Doppler profile. # Input parameters: # Nu : Unperturbed line position in cm-1 (Input). # GammaD : Doppler HWHM in cm-1 (Input) # WnGrid : Current WaveNumber of the Computation in cm-1 (Input). """ return Sw*cSqrtLn2divSqrtPi*exp(-cLn2*((WnGrid-Nu)/GammaD)**2)/GammaD # Volume concentration of all gas molecules at the pressure p and temperature T def volumeConcentration(p,T): return (p/9.869233e-7)/(cBolts*T) # CGS # ------------------------------- PARAMETER DEPENDENCIES -------------------------------- # THE LOGIC OF THIS SECTION IS THAT NOTHING (OR AT LEAST MINUMUM) SHOULD BE HARD-CODED INTO THE GENERIC ABSCOEF ROUTINES # TRYING TO AVOID THE OBJECT ORIENTED APPROACH HERE IN ORDER TO CORRESPOND TO THE OVERALL STYLE OF THE PACKAGE def ladder(parname,species,envdep_presets,TRANS,flag_exception=False): # priority search for the parameters INFO = {} if FLAG_DEBUG_LADDER: print('\nladder>>> ======================') if FLAG_DEBUG_LADDER: print('ladder>>> Calculating %s for %s broadener'%(parname,species)) if FLAG_DEBUG_LADDER: print('ladder>>> Envdep presets: ',envdep_presets) for profile,envdep in envdep_presets: try: if FLAG_DEBUG_LADDER: print('\nladder>>> Trying: ',profile,envdep) INFO,ARGS = PRESSURE_INDUCED_ENVDEP[profile][parname][envdep]['getargs'](species,TRANS) parval_species = PRESSURE_INDUCED_ENVDEP[profile][parname][envdep]['depfunc'](**ARGS) if FLAG_DEBUG_LADDER: print('ladder>>> success!\n') return INFO,parval_species #except KeyError as e: except Exception as e: if flag_exception: raise e else: INFO['status'] = e.__class__.__name__+': '+str(e) if FLAG_DEBUG_LADDER: print('ladder>>>',e.__class__.__name__+': '+str(e),': ',parname,profile,envdep) if FLAG_DEBUG_LADDER: print('ladder>>> ') return INFO,0 def calculate_parameter_PI(parname,envdep_presets,TRANS,CALC_INFO): """ Default function for calculating the pressure-induced parameters. Use this function only if the final lineshape parameter needs summation over the mixture/diluent components. """ parval = 0 Diluent = TRANS['Diluent'] calc_info_flag = False if type(CALC_INFO) is dict: calc_info_flag = True CALC_INFO[parname] = {'mixture':{}} for species in Diluent: abun = Diluent[species] INFO,parval_species = ladder(parname,species,envdep_presets,TRANS) parval += abun*parval_species if calc_info_flag: CALC_INFO[parname]['mixture'][species] = {'args':INFO,'value':parval_species} if calc_info_flag: CALC_INFO[parname]['status'] = 'ok' CALC_INFO[parname]['value'] = parval return parval def calculate_parameter_Nu(dummy,TRANS,CALC_INFO=None): nu = TRANS['nu'] if type(CALC_INFO) is dict: CALC_INFO['GammaD'] = {'value':nu,'mixture':{'generic':{'args':{}}}} return nu def calculate_parameter_Sw(dummy,TRANS,CALC_INFO=None): molec_id = TRANS['molec_id'] local_iso_id = TRANS['local_iso_id'] nu = TRANS['nu'] sw = TRANS['sw'] T = TRANS['T'] Tref = TRANS['T_ref'] SigmaT = TRANS['SigmaT'] SigmaTref = TRANS['SigmaT_ref'] elower = TRANS['elower'] Sw_calc = EnvironmentDependency_Intensity(sw,T,Tref,SigmaT,SigmaTref,elower,nu) if 'Abundances' in TRANS: Sw_calc *= TRANS['Abundances'][(molec_id,local_iso_id)]/abundance(molec_id,local_iso_id) if type(CALC_INFO) is dict: CALC_INFO['Sw'] = { 'value':Sw_calc, 'mixture':{ 'generic': { 'args': { 'SigmaT':{'value':SigmaT,'source':''}, 'SigmaT_ref':{'value':SigmaTref,'source':''}, 'elower':{'value':elower,'source':'elower'}, 'nu':{'value':nu,'source':'nu'}, } } } } return Sw_calc #return {'value':TRANS['sw'],'info':{}} # SHOULD BE REDONE TO INCLUDE THE ABUNDANCES OF RADIATIVELY ACTIVE SPECIES def calculate_parameter_GammaD(dummy,TRANS,CALC_INFO=None): """ Calculate Doppler broadening HWHM for given environment. """ Diluent = TRANS['Diluent'] T = TRANS['T'] p = TRANS['p'] MoleculeNumberDB = TRANS['molec_id'] IsoNumberDB = TRANS['local_iso_id'] LineCenterDB = TRANS['nu'] cMassMol = 1.66053873e-27 molmass = molecularMass(MoleculeNumberDB,IsoNumberDB) fSqrtMass = sqrt(molmass) cc_ = 2.99792458e8 cBolts_ = 1.3806503e-23 #GammaD = (cSqrt2Ln2/cc_)*sqrt(cBolts_/cMassMol)*sqrt(T) * LineCenterDB/fSqrtMass # OR m = molmass * cMassMol * 1000 GammaD = sqrt(2*cBolts*T*log(2)/m/cc**2)*LineCenterDB if type(CALC_INFO) is dict: CALC_INFO['GammaD'] = { 'value':GammaD, 'mixture':{ 'generic':{ 'args':{ 'T': {'value':T}, 'p': {'value':p}, 'molmass': {'value':molmass,'source':''} } } } } return GammaD def calculate_parameter_Gamma0(envdep_presets,TRANS,CALC_INFO=None): """ Calculate pressure-induced broadening HWHM for given Environment and TRANS. """ parname = 'Gamma0' return calculate_parameter_PI(parname,envdep_presets,TRANS,CALC_INFO) def calculate_parameter_Delta0(envdep_presets,TRANS,CALC_INFO=None): """ Calculate pressure-induced line shift for given Environment and TRANS. """ parname = 'Delta0' return calculate_parameter_PI(parname,envdep_presets,TRANS,CALC_INFO) def calculate_parameter_Gamma2(envdep_presets,TRANS,CALC_INFO=None): """ Calculate speed dependence of pressure-induced broadening HWHM for given Environment and TRANS. """ parname = 'Gamma2' return calculate_parameter_PI(parname,envdep_presets,TRANS,CALC_INFO) def calculate_parameter_Delta2(envdep_presets,TRANS,CALC_INFO=None): """ Calculate speed dependence of pressure-induced line shift for given Environment and TRANS. """ parname = 'Delta2' return calculate_parameter_PI(parname,envdep_presets,TRANS,CALC_INFO) def calculate_parameter_Eta(envdep_presets,TRANS,CALC_INFO=None): """ Calculate correlation parameter for given Environment and TRANS. """ #return 0 # DEBUG Diluent = TRANS['Diluent'] #if type(CALC_INFO) is not dict: # return 0 CALC_INFO['Eta'] = {'mixture':{}} Eta = 0 Gamma2 = CALC_INFO['Gamma2']['value'] Delta2 = CALC_INFO['Delta2']['value'] Eta_denom = Gamma2-1j*Delta2 for species in Diluent: abun = Diluent[species] EtaDB_flag = True EtaDB = TRANS.get('eta_HT_%s'%species) if EtaDB is None or type(EtaDB) is np.ma.core.MaskedConstant: EtaDB = 0.0 EtaDB_flag = False Gamma2T = CALC_INFO['Gamma2']['mixture'][species]['value'] Delta2T = CALC_INFO['Delta2']['mixture'][species]['value'] Eta_species = EtaDB*(Gamma2T-1j*Delta2T) if Eta_denom!=0: Eta_species/=Eta_denom #Eta_species /= Eta_denom # it is assumed that parameters Gamma2 and Delta2 are non-zero #print('calculate_parameter_Eta=====================') #print('Eta_species>>>',Eta_species,type(Eta_species)) #print('EtaDB>>>',EtaDB,type(EtaDB)) #print('Gamma2T>>>',Gamma2T,type(Gamma2T)) #print('Delta2T>>>',Delta2T,type(Delta2T)) #print('============================================') CALC_INFO['Eta']['mixture'][species] = { 'value':str(Eta_species), 'args':{ 'Par_ref': { 'case': 'HT 1', 'source': 'eta_HT_%s'%species if EtaDB_flag else '', 'value': EtaDB, }, 'Gamma2':{'value':Gamma2,'source':''}, 'Delta2':{'value':Delta2,'source':''}, } } Eta += Eta_species * abun CALC_INFO['Eta']['value'] = str(Eta) CALC_INFO['Eta']['status'] = 'ok' return Eta def calculate_parameter_NuVC(envdep_presets,TRANS,CALC_INFO=None): """ Calculate velocity collision frequency for given Environment and TRANS. """ #return 0 # DEBUG Diluent = TRANS['Diluent'] #if type(CALC_INFO) is not dict: # return 0 CALC_INFO['NuVC'] = {'mixture':{}} Eta = CALC_INFO['Eta']['value']; Eta = complex(Eta) NuVC = 0.0 p = TRANS['p'] T = TRANS['T'] #Tref = CALC_INFO['Tref']['value'] Tref = 296.0 for species in Diluent: abun = Diluent[species] NuVCDB_flag = True KappaDB_flag = True # Calculate powerlaw for NuVCDB NuVCDB = TRANS.get('nu_HT_%s'%species) if NuVCDB is None or type(NuVCDB) is np.ma.core.MaskedConstant: NuVCDB_flag = False NuVCDB = 0.0 KappaDB = TRANS.get('kappa_HT_%s'%species) if KappaDB is None or type(KappaDB) is np.ma.core.MaskedConstant: KappaDB_flag = False KappaDB = 0.0 NuVC_1 = NuVCDB*(Tref/T)**KappaDB*p # Calculate addition to the NuVC_1 Gamma0T = CALC_INFO['Gamma0']['mixture'][species]['value'] Delta0T = CALC_INFO['Delta0']['mixture'][species]['value'] Eta_species = CALC_INFO['Eta']['mixture'][species]['value'] Eta_species = complex(Eta_species) NuVC_2 = (Gamma0T-1j*Delta0T)*(Eta-Eta_species) # Full value for mixture species NuVC_species = NuVC_1 + NuVC_2 CALC_INFO['NuVC']['mixture'][species] = { 'value': str(NuVC_species), 'args':{ 'Par_ref': { 'case': 'HT 1', 'source': 'nu_HT_%s'%species if NuVCDB_flag else '', 'value': NuVCDB, }, 'TempRatioPower': { 'case': 'HT 1', 'source': 'kappa_HT_%s'%species if KappaDB_flag else '', 'value': KappaDB, }, 'Gamma0':{'value':Gamma0T,'source':''}, 'Delta0':{'value':Delta0T,'source':''}, } } NuVC += NuVC_species * abun CALC_INFO['NuVC']['value'] = str(NuVC) CALC_INFO['NuVC']['status'] = 'ok' return NuVC def calculate_parameter_YRosen(envdep_presets,TRANS,CALC_INFO=None): """ Calculate pressure-induced 1st order line mixing parameter for given Environment and TRANS. """ parname = 'YRosen' return calculate_parameter_PI(parname,envdep_presets,TRANS,CALC_INFO) def calculateProfileParameters(envdep_presets,parameters,TRANS,CALC_INFO=None,exclude=None): """ Get the Line context on the input, and return the dictionary with the "abstract" parameters. """ PARAMS = {} for pname,pfunc in parameters: if exclude and pname in exclude: pval_default = 0 PARAMS[pname] = pval_default # don't calculate parameter if it is present in exclude set if type(CALC_INFO) is dict: CALC_INFO[pname] = { 'value': pval_default, 'status': 'excluded' } else: PARAMS[pname] = pfunc(envdep_presets,TRANS=TRANS,CALC_INFO=CALC_INFO) return PARAMS def calculateProfileParametersDoppler(TRANS,CALC_INFO=None,exclude=None): """ Get values for abstract profile parameters for Doppler profile. """ envdep_presets = [('Doppler','default')] parameters = [ ('Nu', calculate_parameter_Nu), ('Sw', calculate_parameter_Sw), ('GammaD', calculate_parameter_GammaD), ] return calculateProfileParameters(envdep_presets,parameters,CALC_INFO=CALC_INFO,TRANS=TRANS,exclude=exclude) def calculateProfileParametersLorentz(TRANS,CALC_INFO=None,exclude=None): """ Get values for abstract profile parameters for Lorentz profile. """ envdep_presets = [('Lorentz','default')] parameters = [ ('Nu', calculate_parameter_Nu), ('Sw', calculate_parameter_Sw), ('Gamma0', calculate_parameter_Gamma0), ('Delta0', calculate_parameter_Delta0), ('YRosen', calculate_parameter_YRosen), ] return calculateProfileParameters(envdep_presets,parameters,CALC_INFO=CALC_INFO,TRANS=TRANS,exclude=exclude) def calculateProfileParametersVoigt(TRANS,CALC_INFO=None,exclude=None): """ Get values for abstract profile parameters for Voigt profile. """ envdep_presets = [('Voigt','default')] parameters = [ ('Nu', calculate_parameter_Nu), ('Sw', calculate_parameter_Sw), ('GammaD', calculate_parameter_GammaD), ('Gamma0', calculate_parameter_Gamma0), ('Delta0', calculate_parameter_Delta0), ('YRosen', calculate_parameter_YRosen), ] return calculateProfileParameters(envdep_presets,parameters,CALC_INFO=CALC_INFO,TRANS=TRANS,exclude=exclude) def calculateProfileParametersSDVoigt(TRANS,CALC_INFO=None,exclude=None): """ Get values for abstract profile parameters for SDVoigt profile. """ envdep_presets = [ ('SDVoigt','default'), ('SDVoigt','dimensionless'), ('Voigt','default') ] parameters = [ ('Nu', calculate_parameter_Nu), ('Sw', calculate_parameter_Sw), ('GammaD', calculate_parameter_GammaD), ('Gamma0', calculate_parameter_Gamma0), ('Delta0', calculate_parameter_Delta0), ('Gamma2', calculate_parameter_Gamma2), ('Delta2', calculate_parameter_Delta2), ('YRosen', calculate_parameter_YRosen), ] return calculateProfileParameters(envdep_presets,parameters,CALC_INFO=CALC_INFO,TRANS=TRANS,exclude=exclude) def calculateProfileParametersHT(TRANS,CALC_INFO=None,exclude=None): """ Get values for abstract profile parameters for HT profile. """ envdep_presets = [ ('HT','multitemp'), ('HT','default'), ('Voigt','default') ] parameters = [ ('Nu', calculate_parameter_Nu), ('Sw', calculate_parameter_Sw), ('GammaD', calculate_parameter_GammaD), ('Gamma0', calculate_parameter_Gamma0), ('Delta0', calculate_parameter_Delta0), ('Gamma2', calculate_parameter_Gamma2), ('Delta2', calculate_parameter_Delta2), ('Eta', calculate_parameter_Eta), ('NuVC', calculate_parameter_NuVC), ('YRosen', calculate_parameter_YRosen), ] return calculateProfileParameters(envdep_presets,parameters,CALC_INFO=CALC_INFO,TRANS=TRANS,exclude=exclude) def calculateProfileParametersFullPriority(TRANS,CALC_INFO=None,exclude=None): """ Get the Line context on the input, and return the dictionary with the "abstract" parameters. """ envdep_presets = [ ('HT','multitemp'), ('HT','default'), ('SDVoigt','default'), ('Voigt','default') ] parameters = [ ('Nu', calculate_parameter_Nu), ('Sw', calculate_parameter_Sw), ('GammaD', calculate_parameter_GammaD), ('Gamma0', calculate_parameter_Gamma0), ('Delta0', calculate_parameter_Delta0), ('Gamma2', calculate_parameter_Gamma2), ('Delta2', calculate_parameter_Delta2), ('Eta', calculate_parameter_Eta), ('NuVC', calculate_parameter_NuVC), ('YRosen', calculate_parameter_YRosen), ] return calculateProfileParameters(envdep_presets,parameters,CALC_INFO=CALC_INFO,TRANS=TRANS,exclude=exclude) VARIABLES['abscoef_debug'] = True # \\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\\ # ENVIRONMENT DEPENDENCES (GENERIC) def environGetArguments(abstract_parnames,lookup_cases, aux_args,TRANS): """ Get the environment-dependent parameter names, along with auxiliary arguments to use in the environment dependence function. INPUT: abstract_args: tuple containing the names of the abstract parameters for the environment dependence lookup_cases: list of dicts, each of which corresponds to the mapping of abstract parname to particular value in the database. The search goes accordingly to the order of the cases in the list, of none found then the Exception is raised. OUTPUT: INFO: database names for some of the "abstract" arguments for the environment dependence ARGS: values for the "abstract" arguments """ params_not_found = [] for CASE in lookup_cases: casename = CASE['__case__'] ARGS = aux_args INFO = {} flag = False for argname_abstract in set(CASE.keys())-set(['__case__']): argname_database = CASE[argname_abstract]['name'] try: if argname_database not in TRANS or type(TRANS[argname_database]) is np.ma.core.MaskedConstant: if 'default' in CASE[argname_abstract]: source = '' value = CASE[argname_abstract]['default'] else: raise KeyError else: source = argname_database value = TRANS[argname_database] ARGS[argname_abstract] = value if VARIABLES['abscoef_debug']: INFO[argname_abstract]={'case':casename} INFO[argname_abstract]['source'] = source INFO[argname_abstract]['value'] = value except KeyError: params_not_found.append(argname_database) flag = True if not flag: return INFO,ARGS raise Exception('not found in DB: %s'%params_not_found) # STANDARD ENVIRONMENT DEPENDENCE FUNCTIONS def environDependenceFn_PowerLaw(Par_ref,TempRatioPower,T,T_ref,p,p_ref): """ Standard single power law environment dependence. """ return Par_ref * ( T_ref/T )**TempRatioPower * p/p_ref def environDependenceFn_LinearLaw(Par_ref,Coef,T,T_ref,p,p_ref): """ Standard linear law environment dependence. """ return ( Par_ref + Coef*(T-T_ref) ) * p/p_ref # ENVIRONMENT DEPENDENCES FOR LORENTZ PROFILE # Gamma0 => def environGetArguments_Lorentz_Gamma0_default(broadener,TRANS): """ Argument selector for the environment dependence function for Gamma0. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['Par_ref','TempRatioPower'] lookup_cases = [ { '__case__': 'Lorentz 1', 'Par_ref':{ 'name': 'gamma_%s'%broadener, }, 'TempRatioPower':{ 'name': 'n_%s'%broadener, }, }, { '__case__': 'Lorentz 2', 'Par_ref':{ 'name': 'gamma_%s'%broadener, }, 'TempRatioPower':{ 'name': 'n_air', }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS # Delta0 => def environGetArguments_Lorentz_Delta0_default(broadener,TRANS): """ Argument selector for the environment dependence function for Delta0. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['Par_ref','Coef'] lookup_cases = [ { '__case__': 'Lorentz 1', 'Par_ref':{ 'name': 'delta_%s'%broadener, 'default': 0, }, 'Coef':{ 'name': 'deltap_%s'%broadener, 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS # YRosen => def environGetArguments_Lorentz_YRosen_default(broadener,TRANS): """ Argument selector for the environment dependence function for YRosen. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['Par_ref','TempRatioPower'] lookup_cases = [ { '__case__': 'Lorentz 1', 'Par_ref':{ 'name': 'y_%s'%broadener, 'default': 0, }, 'TempRatioPower':{ 'name': 'n_y_%s'%broadener, 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS # ENVIRONMENT DEPENDENCES FOR VOIGT PROFILE # ... Gamma0, Delta0, and YRosen are the same as for Lorentz profile # ENVIRONMENT DEPENDENCES FOR SDVOIGT PROFILE # Gamma0 => def environGetArguments_SDVoigt_Gamma0_default(broadener,TRANS): """ Argument selector for the environment dependence function for Gamma0. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['Par_ref','TempRatioPower'] lookup_cases = [ { '__case__': 'SDVoigt 1', 'Par_ref':{ 'name': 'gamma_SDV_0_%s_%d'%(broadener,T_ref), }, 'TempRatioPower':{ 'name': 'n_SDV_%s_%d'%(broadener,T_ref), 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS # Delta0 => def environGetArguments_SDVoigt_Delta0_default(broadener,TRANS): """ Argument selector for the environment dependence function for Delta0. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['Par_ref','Coef'] lookup_cases = [ { '__case__': 'SDVoigt 1', 'Par_ref':{ 'name': 'delta_SDV_0_%s_%d'%(broadener,T_ref), }, 'Coef':{ 'name': 'deltap_SDV_%s_%d'%(broadener,T_ref), }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS # Gamma2 => def environGetArguments_SDVoigt_Gamma2_default(broadener,TRANS): """ Argument selector for the environment dependence function for Gamma2. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['Par_ref','TempRatioPower'] lookup_cases = [ { '__case__': 'SDVoigt 1', 'Par_ref':{ 'name': 'gamma_SDV_2_%s_%d'%(broadener,T_ref), }, 'TempRatioPower':{ 'name': 'n_gamma_SDV_2_%s_%d'%(broadener,T_ref), 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS def environGetArguments_SDVoigt_Gamma2_dimensionless(broadener,TRANS): # avoid this; """ Argument selector for the environment dependence function for Gamma2. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['gamma0','sd','n'] lookup_cases = [ { '__case__': 'SDVoigt 1', 'gamma0':{ 'name': 'gamma_%s'%broadener, }, 'sd':{ 'name': 'SD_%s'%broadener, }, 'n':{ 'name': 'n_SD_%s'%broadener, 'default': 0, }, }, { '__case__': 'SDVoigt 2', 'gamma0':{ 'name': 'gamma_%s'%broadener, }, 'sd':{ 'name': 'SD_%s'%broadener, }, 'n':{ 'name': 'n_SD_air', 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS # Delta2 => def environGetArguments_SDVoigt_Delta2_default(broadener,TRANS): """ Argument selector for the environment dependence function for Delta0. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['Par_ref','Coef'] lookup_cases = [ { '__case__': 'SDVoigt 1', 'Par_ref':{ 'name': 'delta_SDV_2_%s_%d'%(broadener,T_ref), 'default': 0, }, 'Coef':{ 'name': 'deltap_SDV_2_%s_%d'%(broadener,T_ref), 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS # YRosen => def environGetArguments_SDVoigt_YRosen_default(broadener,TRANS): """ Argument selector for the environment dependence function for YRosen. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['Par_ref','TempRatioPower'] lookup_cases = [ { '__case__': 'Lorentz 1', 'Par_ref':{ 'name': 'Y_SDV_%s_%d'%(broadener,T_ref), 'default': 0, }, 'TempRatioPower':{ 'name': 'n_Y_SDV_%s_%d'%(broadener,T_ref), 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS # ENVIRONMENT DEPENDENCES FOR HT PROFILE # Gamma0 => def get_T_ref_for_HT_multitemp(T): """ Get the actual reference temperature for the multitemp HT preset. """ TRanges = [(0,100),(100,200),(200,400),(400,float('inf'))] Trefs = [50.,150.,296.,700.] for TRange,TrefHT in zip(TRanges,Trefs): if T >= TRange[0] and T < TRange[1]: break return TrefHT def environGetArguments_HT_Gamma0_default(broadener,TRANS): """ Argument selector for the environment dependence function for Gamma0. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['Par_ref','TempRatioPower'] lookup_cases = [ { '__case__': 'HT 1', 'Par_ref':{ 'name': 'gamma_HT_0_%s_%d'%(broadener,T_ref), }, 'TempRatioPower':{ 'name': 'n_HT_%s_%d'%(broadener,T_ref), 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS def environGetArguments_HT_Gamma0_multitemp(broadener,TRANS): # CUSTOM MULTITEMP PRESET """ Argument selector for the environment dependence function for Gamma0. Search parameters for non-standard "Multi-temperature" environment dependence used in HITRAN for H2 molecule, as described in Wcislo et al., JQSRT 2016. """ T_ref = get_T_ref_for_HT_multitemp(TRANS['T']); p_ref = 1.0 abstract_args = ['Par_ref','TempRatioPower'] lookup_cases = [ { '__case__': 'HT 1', 'Par_ref':{ 'name': 'gamma_HT_0_%s_%d'%(broadener,T_ref), }, 'TempRatioPower':{ 'name': 'n_HT_%s_%d'%(broadener,T_ref), 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS # Delta0 => def environGetArguments_HT_Delta0_default(broadener,TRANS): """ Argument selector for the environment dependence function for Delta0. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['Par_ref','Coef'] lookup_cases = [ { '__case__': 'HT 1', 'Par_ref':{ 'name': 'delta_HT_0_%s_%d'%(broadener,T_ref), }, 'Coef':{ 'name': 'deltap_HT_%s_%d'%(broadener,T_ref), }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS def environGetArguments_HT_Delta0_multitemp(broadener,TRANS): # CUSTOM MULTITEMP PRESET """ Argument selector for the environment dependence function for Delta0. Search parameters for non-standard "Multi-temperature" environment dependence used in HITRAN for H2 molecule, as described in Wcislo et al., JQSRT 2016. """ T_ref = get_T_ref_for_HT_multitemp(TRANS['T']); p_ref = 1.0 abstract_args = ['Par_ref','Coef'] lookup_cases = [ { '__case__': 'HT 1', 'Par_ref':{ 'name': 'delta_HT_0_%s_%d'%(broadener,T_ref), }, 'Coef':{ 'name': 'deltap_HT_%s_%d'%(broadener,T_ref), }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS # Gamma2 => def environGetArguments_HT_Gamma2_default(broadener,TRANS): """ Argument selector for the environment dependence function for Gamma2. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['Par_ref','TempRatioPower'] lookup_cases = [ { '__case__': 'HT 1', 'Par_ref':{ 'name': 'gamma_HT_2_%s_%d'%(broadener,T_ref), }, 'TempRatioPower':{ 'name': 'n_gamma_HT_2_%s_%d'%(broadener,T_ref), 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS def environGetArguments_HT_Gamma2_multitemp(broadener,TRANS): # CUSTOM MULTITEMP PRESET """ Argument selector for the environment dependence function for Gamma2. Search parameters for non-standard "Multi-temperature" environment dependence used in HITRAN for H2 molecule, as described in Wcislo et al., JQSRT 2016. """ T_ref = get_T_ref_for_HT_multitemp(TRANS['T']); p_ref = 1.0 abstract_args = ['Par_ref','TempRatioPower'] lookup_cases = [ { '__case__': 'HT 1', 'Par_ref':{ 'name': 'gamma_HT_2_%s_%d'%(broadener,T_ref), }, 'TempRatioPower':{ 'name': 'n_gamma_HT_2_%s_%d'%(broadener,T_ref), 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS # Delta2 => def environGetArguments_HT_Delta2_default(broadener,TRANS): """ Argument selector for the environment dependence function for Delta0. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['Par_ref','Coef'] lookup_cases = [ { '__case__': 'HT 1', 'Par_ref':{ 'name': 'delta_HT_2_%s_%d'%(broadener,T_ref), 'default': 0, }, 'Coef':{ 'name': 'deltap_HT_2_%s_%d'%(broadener,T_ref), 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS def environGetArguments_HT_Delta2_multitemp(broadener,TRANS): # CUSTOM MULTITEMP PRESET """ Argument selector for the environment dependence function for Delta0. Search parameters for non-standard "Multi-temperature" environment dependence used in HITRAN for H2 molecule, as described in Wcislo et al., JQSRT 2016. """ T_ref = get_T_ref_for_HT_multitemp(TRANS['T']); p_ref = 1.0 abstract_args = ['Par_ref','Coef'] lookup_cases = [ { '__case__': 'HT 1', 'Par_ref':{ 'name': 'delta_HT_2_%s_%d'%(broadener,T_ref), 'default': 0, }, 'Coef':{ 'name': 'deltap_HT_2_%s_%d'%(broadener,T_ref), 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS # NuVC => def environGetArguments_HT_NuVC_default(broadener,TRANS): """ Argument selector for the environment dependence function for NuVC. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['Par_ref','TempRatioPower'] lookup_cases = [ { '__case__': 'HT 1', 'Par_ref':{ 'name': 'nu_HT_%s'%broadener, }, 'TempRatioPower':{ 'name': 'kappa_HT_%s'%broadener, 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS # YRosen => def environGetArguments_HT_YRosen_default(broadener,TRANS): """ Argument selector for the environment dependence function for YRosen. """ T_ref = 296.0; p_ref = 1.0 abstract_args = ['Par_ref','TempRatioPower'] lookup_cases = [ { '__case__': 'HT 1', 'Par_ref':{ 'name': 'Y_HT_%s_%d'%(broadener,T_ref), 'default': 0, }, 'TempRatioPower':{ 'name': 'n_Y_HT_%s_%d'%(broadener,T_ref), 'default': 0, }, }, ] aux_args = {'T':TRANS['T'],'T_ref':T_ref,'p':TRANS['p'],'p_ref':p_ref} CALC_INFO,ARGS = environGetArguments(abstract_args, lookup_cases,aux_args,TRANS) return CALC_INFO,ARGS # ////////////////////////////////////////////////////////////////////// # REGISTRY FOR ENVIRONMENT DEPENDENCES FOR PRESSURE-INDUCED PARAMETERS PRESSURE_INDUCED_ENVDEP = { 'Lorentz': { 'Gamma0': { # name of the abstract parameter 'default': { # name of the preset 'getargs': environGetArguments_Lorentz_Gamma0_default, # convert abstract environment dependence arguments to the real database parameters 'depfunc': environDependenceFn_PowerLaw, # calculate the environment-dependent parameter }, }, 'Delta0': { 'default': { 'getargs': environGetArguments_Lorentz_Delta0_default, 'depfunc': environDependenceFn_LinearLaw, }, }, 'YRosen': { 'default': { 'getargs': environGetArguments_Lorentz_YRosen_default, 'depfunc': environDependenceFn_LinearLaw, }, }, }, 'Voigt': { 'Gamma0': { 'default': { 'getargs': environGetArguments_Lorentz_Gamma0_default, 'depfunc': environDependenceFn_PowerLaw, }, }, 'Delta0': { 'default': { 'getargs': environGetArguments_Lorentz_Delta0_default, 'depfunc': environDependenceFn_LinearLaw, }, }, 'YRosen': { 'default': { 'getargs': environGetArguments_Lorentz_YRosen_default, 'depfunc': environDependenceFn_PowerLaw, }, }, }, 'SDVoigt': { 'Gamma0': { 'default': { 'getargs': environGetArguments_SDVoigt_Gamma0_default, 'depfunc': environDependenceFn_PowerLaw, }, }, 'Delta0': { 'default': { 'getargs': environGetArguments_SDVoigt_Delta0_default, 'depfunc': environDependenceFn_LinearLaw, }, }, 'Gamma2': { 'default': { 'getargs': environGetArguments_SDVoigt_Gamma2_default, 'depfunc': environDependenceFn_PowerLaw, }, 'dimensionless': { 'getargs': environGetArguments_SDVoigt_Gamma2_dimensionless, 'depfunc': lambda gamma0,sd,n,T,T_ref,p,p_ref: environDependenceFn_PowerLaw(gamma0*sd,n,T,T_ref,p,p_ref), }, }, 'Delta2': { 'default': { 'getargs': environGetArguments_SDVoigt_Delta2_default, 'depfunc': environDependenceFn_LinearLaw, }, }, 'YRosen': { 'default': { 'getargs': environGetArguments_SDVoigt_YRosen_default, 'depfunc': environDependenceFn_PowerLaw, }, }, }, 'HT': { 'Gamma0': { 'default': { 'getargs': environGetArguments_HT_Gamma0_default, 'depfunc': environDependenceFn_PowerLaw, }, 'multitemp': { 'getargs': environGetArguments_HT_Gamma0_multitemp, 'depfunc': environDependenceFn_PowerLaw, }, }, 'Delta0': { 'default': { 'getargs': environGetArguments_HT_Delta0_default, 'depfunc': environDependenceFn_LinearLaw, }, 'multitemp': { 'getargs': environGetArguments_HT_Delta0_multitemp, 'depfunc': environDependenceFn_LinearLaw, }, }, 'Gamma2': { 'default': { 'getargs': environGetArguments_HT_Gamma2_default, 'depfunc': environDependenceFn_PowerLaw, }, 'multitemp': { 'getargs': environGetArguments_HT_Gamma2_multitemp, 'depfunc': environDependenceFn_PowerLaw, }, }, 'Delta2': { 'default': { 'getargs': environGetArguments_HT_Delta2_default, 'depfunc': environDependenceFn_LinearLaw, }, 'multitemp': { 'getargs': environGetArguments_HT_Delta2_multitemp, 'depfunc': environDependenceFn_LinearLaw, }, }, 'NuVC': { 'default': { 'getargs': environGetArguments_HT_NuVC_default, 'depfunc': environDependenceFn_PowerLaw, }, }, 'YRosen': { 'default': { 'getargs': environGetArguments_HT_YRosen_default, 'depfunc': environDependenceFn_PowerLaw, }, }, }, } # //////////////////////////////////////////// # OLD TEMPERATURE AND PRESSURE DEPENDENCES MOSTLY FOR BACKWARDS COMPATIBILITY # temperature dependence for intensities (HITRAN) def EnvironmentDependency_Intensity(LineIntensityRef,T,Tref,SigmaT,SigmaTref, LowerStateEnergy,LineCenter): const = __FloatType__(1.4388028496642257) ch = exp(-const*LowerStateEnergy/T)*(1-exp(-const*LineCenter/T)) zn = exp(-const*LowerStateEnergy/Tref)*(1-exp(-const*LineCenter/Tref)) LineIntensity = LineIntensityRef*SigmaTref/SigmaT*ch/zn return LineIntensity # environmental dependence for GammaD (HTP, Voigt) def EnvironmentDependency_GammaD(GammaD_ref,T,Tref): # Doppler parameters do not depend on pressure! return GammaD_ref*sqrt(T/Tref) # environmental dependence for Gamma0 (HTP, Voigt) def EnvironmentDependency_Gamma0(Gamma0_ref,T,Tref,p,pref,TempRatioPower): return Gamma0_ref*p/pref*(Tref/T)**TempRatioPower # environmental dependence for Gamma2 (HTP) def EnvironmentDependency_Gamma2(Gamma2_ref,T,Tref,p,pref,TempRatioPower): return Gamma2_ref*p/pref*(Tref/T)**TempRatioPower #return Gamma2_ref*p/pref # environmental dependence for Delta0 (HTP) def EnvironmentDependency_Delta0(Delta0_ref,Deltap,T,Tref,p,pref): return (Delta0_ref + Deltap*(T-Tref))*p/pref # environmental dependence for Delta2 (HTP) def EnvironmentDependency_Delta2(Delta2_ref,T,Tref,p,pref,TempRatioPower): return Delta2_ref*p/pref*(Tref/T)**TempRatioPower #return Delta2_ref*p/pref # environmental dependence for nuVC (HTP) def EnvironmentDependency_nuVC(nuVC_ref,Kappa,T,Tref,p,pref): return nuVC_ref*(Tref/T)**Kappa*p/pref # environmental dependence for nuVC (HTP) def EnvironmentDependency_Eta(EtaDB,Gamma0,Shift0,Diluent,C): # C=>CONTEXT Eta_Numer = 0 for species in Diluent: abun = Diluent[species] Gamma0T = C['Gamma0T_%s'%species] Shift0T = C['Shift0T_%s'%species] Eta_Numer += EtaDB*abun*(Gamma0T+1j*Shift0T) Eta = Eta_Numer / (Gamma0 + 1j*Shift0) return Eta # ------------------------------- /PARAMETER DEPENDENCIES -------------------------------- # ------------------------------- BINGINGS -------------------------------- # default parameter bindings DefaultParameterBindings = {} # default temperature dependencies DefaultEnvironmentDependencyBindings = {} # ------------------------------- /BINGINGS -------------------------------- # default values for intensity threshold DefaultIntensityThreshold = 0. # cm*molec # default value for omega wing in halfwidths (from center) DefaultOmegaWingHW = 50. # cm-1 HOTW default # check and argument for being a tuple or list # this is connected with a "bug" that in Python # (val) is not a tuple, but (val,) is a tuple def listOfTuples(a): if type(a) not in set([list,tuple]): a = [a] return a # determine default parameters from those which are passed to absorptionCoefficient_... def getDefaultValuesForXsect(Components,SourceTables,Environment,OmegaRange, OmegaStep,OmegaWing,IntensityThreshold,Format): if SourceTables[0] == None: SourceTables = ['__BUFFER__',] if Environment == None: Environment = {'T':296., 'p':1.} if Components == [None]: CompDict = {} for TableName in SourceTables: # check table existance if TableName not in LOCAL_TABLE_CACHE.keys(): raise Exception('%s: no such table. Check tableList() for more info.' % TableName) mol_ids = LOCAL_TABLE_CACHE[TableName]['data']['molec_id'] iso_ids = LOCAL_TABLE_CACHE[TableName]['data']['local_iso_id'] if len(mol_ids) != len(iso_ids): raise Exception('Lengths if mol_ids and iso_ids differ!') MI_zip = zip(mol_ids,iso_ids) MI_zip = set(MI_zip) for mol_id,iso_id in MI_zip: CompDict[(mol_id,iso_id)] = None Components = CompDict.keys() if OmegaRange == None: omega_min = float('inf') omega_max = float('-inf') for TableName in SourceTables: nu = LOCAL_TABLE_CACHE[TableName]['data']['nu'] numin = min(nu) numax = max(nu) if omega_min > numin: omega_min = numin if omega_max < numax: omega_max = numax OmegaRange = (omega_min,omega_max) if OmegaStep == None: OmegaStep = 0.01 # cm-1 if OmegaWing == None: OmegaWing = 0.0 # cm-1 if not Format: Format = '%.12f %e' return Components,SourceTables,Environment,OmegaRange,\ OmegaStep,OmegaWing,IntensityThreshold,Format ABSCOEF_DOCSTRING_TEMPLATE = \ """ INPUT PARAMETERS: Components: list of tuples [(M,I,D)], where M - HITRAN molecule number, I - HITRAN isotopologue number, D - relative abundance (optional) SourceTables: list of tables from which to calculate cross-section (optional) partitionFunction: pointer to partition function (default is PYTIPS) (optional) Environment: dictionary containing thermodynamic parameters. 'p' - pressure in atmospheres, 'T' - temperature in Kelvin Default={{'p':1.,'T':296.}} WavenumberRange: wavenumber range to consider. WavenumberStep: wavenumber step to consider. WavenumberWing: absolute wing for calculating a lineshape (in cm-1) WavenumberWingHW: relative wing for calculating a lineshape (in halfwidths) IntensityThreshold: threshold for intensities Diluent: specifies broadening mixture composition, e.g. {{'air':0.7,'self':0.3}} HITRAN_units: use cm2/molecule (True) or cm-1 (False) for absorption coefficient File: write output to file (if specified) Format: c-format of file output (accounts for significant digits in WavenumberStep) LineMixingRosen: include 1st order line mixing to calculation OUTPUT PARAMETERS: Wavenum: wavenumber grid with respect to parameters WavenumberRange and WavenumberStep Xsect: absorption coefficient calculated on the grid --- DESCRIPTION: Calculate absorption coefficient using {profile}. Absorption coefficient is calculated at arbitrary temperature and pressure. User can vary a wide range of parameters to control a process of calculation. The choise of these parameters depends on properties of a particular linelist. Default values are a sort of guess which gives a decent precision (on average) for a reasonable amount of cpu time. To increase calculation accuracy, user should use a trial and error method. --- EXAMPLE OF USAGE: {usage_example} --- """ def absorptionCoefficient_Generic(Components=None,SourceTables=None,partitionFunction=PYTIPS, Environment=None,OmegaRange=None,OmegaStep=None,OmegaWing=None, IntensityThreshold=DefaultIntensityThreshold, OmegaWingHW=DefaultOmegaWingHW, GammaL='gamma_air', HITRAN_units=True, LineShift=True, File=None, Format=None, OmegaGrid=None, WavenumberRange=None,WavenumberStep=None,WavenumberWing=None, WavenumberWingHW=None,WavenumberGrid=None, Diluent={},LineMixingRosen=False, profile=None,calcpars=None,exclude=[], DEBUG=None): # Throw exception if profile or calcpars are empty. if profile is None: raise Exception('user must provide the line profile function') if calcpars is None: raise Exception('user must provide the function for calculating profile parameters') if DEBUG is not None: VARIABLES['abscoef_debug'] = True else: VARIABLES['abscoef_debug'] = False exclude = set(exclude) if not LineMixingRosen: exclude.add('YRosen') if not LineShift: exclude.update({'Delta0','Delta2'}) # Parameters OmegaRange,OmegaStep,OmegaWing,OmegaWingHW, and OmegaGrid # are deprecated and given for backward compatibility with the older versions. if WavenumberRange is not None: OmegaRange=WavenumberRange if WavenumberStep is not None: OmegaStep=WavenumberStep if WavenumberWing is not None: OmegaWing=WavenumberWing if WavenumberWingHW is not None: OmegaWingHW=WavenumberWingHW if WavenumberGrid is not None: OmegaGrid=WavenumberGrid # "bug" with 1-element list Components = listOfTuples(Components) SourceTables = listOfTuples(SourceTables) # determine final input values Components,SourceTables,Environment,OmegaRange,OmegaStep,OmegaWing,\ IntensityThreshold,Format = \ getDefaultValuesForXsect(Components,SourceTables,Environment,OmegaRange, OmegaStep,OmegaWing,IntensityThreshold,Format) # warn user about too large omega step if OmegaStep>0.005 and profile is PROFILE_DOPPLER: warn('Big wavenumber step: possible accuracy decline') elif OmegaStep>0.1: warn('Big wavenumber step: possible accuracy decline') # get uniform linespace for cross-section #number_of_points = (OmegaRange[1]-OmegaRange[0])/OmegaStep + 1 #Omegas = linspace(OmegaRange[0],OmegaRange[1],number_of_points) if OmegaGrid is not None: Omegas = npsort(OmegaGrid) else: #Omegas = arange(OmegaRange[0],OmegaRange[1],OmegaStep) Omegas = arange_(OmegaRange[0],OmegaRange[1],OmegaStep) # fix number_of_points = len(Omegas) Xsect = zeros(number_of_points) # reference temperature and pressure T_ref_default = __FloatType__(296.) # K p_ref_default = __FloatType__(1.) # atm # actual temperature and pressure T = Environment['T'] # K p = Environment['p'] # atm # create dictionary from Components ABUNDANCES = {} NATURAL_ABUNDANCES = {} for Component in Components: M = Component[0] I = Component[1] if len(Component) >= 3: ni = Component[2] else: try: ni = ISO[(M,I)][ISO_INDEX['abundance']] except KeyError: raise Exception('cannot find component M,I = %d,%d.' % (M,I)) ABUNDANCES[(M,I)] = ni NATURAL_ABUNDANCES[(M,I)] = ISO[(M,I)][ISO_INDEX['abundance']] # pre-calculation of volume concentration if HITRAN_units: factor = __FloatType__(1.0) else: factor = volumeConcentration(p,T) # setup the Diluent variable GammaL = GammaL.lower() if not Diluent: if GammaL == 'gamma_air': Diluent = {'air':1.} elif GammaL == 'gamma_self': Diluent = {'self':1.} else: raise Exception('Unknown GammaL value: %s' % GammaL) # Simple check print(Diluent) # Added print statement # CHANGED RJH 23MAR18 # Simple check for key in Diluent: val = Diluent[key] if val < 0 or val > 1: # if val < 0 and val > 1:# CHANGED RJH 23MAR18 raise Exception('Diluent fraction must be in [0,1]') # ================= HERE THE GENERIC PART STARTS ===================== t = time() CALC_INFO_TOTAL = [] # SourceTables contain multiple tables for TableName in SourceTables: # exclude parameters not involved in calculation DATA_DICT = LOCAL_TABLE_CACHE[TableName]['data'] parnames_exclude = ['a','global_upper_quanta','global_lower_quanta', 'local_upper_quanta','local_lower_quanta','ierr','iref','line_mixing_flag'] parnames = set(DATA_DICT)-set(parnames_exclude) nlines = len(DATA_DICT['nu']) for RowID in range(nlines): # create the transition object TRANS = CaselessDict({parname:DATA_DICT[parname][RowID] for parname in parnames}) # CORRECTLY HANDLES DIFFERENT SPELLING OF PARNAMES TRANS['T'] = T TRANS['p'] = p TRANS['T_ref'] = T_ref_default TRANS['p_ref'] = p_ref_default TRANS['Diluent'] = Diluent TRANS['Abundances'] = ABUNDANCES # filter by molecule and isotopologue if (TRANS['molec_id'],TRANS['local_iso_id']) not in ABUNDANCES: continue # FILTER by LineIntensity: compare it with IntencityThreshold TRANS['SigmaT'] = partitionFunction(TRANS['molec_id'],TRANS['local_iso_id'],TRANS['T']) TRANS['SigmaT_ref'] = partitionFunction(TRANS['molec_id'],TRANS['local_iso_id'],TRANS['T_ref']) LineIntensity = calculate_parameter_Sw(None,TRANS) if LineIntensity < IntensityThreshold: continue # calculate profile parameters CALC_INFO = {} PARAMETERS = calcpars(TRANS=TRANS,CALC_INFO=CALC_INFO,exclude=exclude) # get final wing of the line according to max(Gamma0,GammaD), OmegaWingHW and OmegaWing try: GammaD = PARAMETERS['GammaD'] except KeyError: GammaD = 0 try: Gamma0 = PARAMETERS['Gamma0'] except KeyError: Gamma0 = 0 GammaMax = max(Gamma0,GammaD) if GammaMax==0 and OmegaWingHW==0: OmegaWing = 10.0 # 10 cm-1 default in case if Gamma0 and GammaD are missing warn('Gamma0 and GammaD are missing; setting OmegaWing to %f cm-1'%OmegaWing) OmegaWingF = max(OmegaWing,OmegaWingHW*GammaMax) # calculate profile on a grid BoundIndexLower = bisect(Omegas,TRANS['nu']-OmegaWingF) BoundIndexUpper = bisect(Omegas,TRANS['nu']+OmegaWingF) PARAMETERS['WnGrid'] = Omegas[BoundIndexLower:BoundIndexUpper] lineshape_vals = profile(**PARAMETERS) Xsect[BoundIndexLower:BoundIndexUpper] += factor * lineshape_vals # append debug information for the abscoef routine if VARIABLES['abscoef_debug']: DEBUG.append(CALC_INFO) print('%f seconds elapsed for abscoef; nlines = %d'%(time()-t,nlines)) if File: save_to_file(File,Format,Omegas,Xsect) return Omegas,Xsect def absorptionCoefficient_Priority(*args,**kwargs): return absorptionCoefficient_Generic(*args,**kwargs, profile=PROFILE_HT, calcpars=calculateProfileParametersFullPriority) def absorptionCoefficient_HT(*args,**kwargs): return absorptionCoefficient_Generic(*args,**kwargs, profile=PROFILE_HT, calcpars=calculateProfileParametersHT) def absorptionCoefficient_SDVoigt(*args,**kwargs): return absorptionCoefficient_Generic(*args,**kwargs, profile=PROFILE_SDVOIGT, calcpars=calculateProfileParametersSDVoigt) def absorptionCoefficient_Voigt(*args,**kwargs): return absorptionCoefficient_Generic(*args,**kwargs, profile=PROFILE_VOIGT, calcpars=calculateProfileParametersVoigt) def absorptionCoefficient_Lorentz(*args,**kwargs): return absorptionCoefficient_Generic(*args,**kwargs, profile=PROFILE_LORENTZ, calcpars=calculateProfileParametersLorentz) def absorptionCoefficient_Doppler(*args,**kwargs): return absorptionCoefficient_Generic(*args,**kwargs, profile=PROFILE_DOPPLER, calcpars=calculateProfileParametersDoppler) absorptionCoefficient_Generic.__doc__ = ABSCOEF_DOCSTRING_TEMPLATE.format( profile='Generic', usage_example=""" nu,coef = absorptionCoefficient_Generic(((2,1),),'co2',WavenumberStep=0.01, HITRAN_units=False,Diluent={'air':1}, profile=PROFILE_VOIGT, calcpars=calcProfileParametersVoigt, DEBUG=None, ) """ ) absorptionCoefficient_Priority.__doc__ = ABSCOEF_DOCSTRING_TEMPLATE.format( profile='Priority', usage_example=""" nu,coef = absorptionCoefficient_Priority(((2,1),),'co2',WavenumberStep=0.01, HITRAN_units=False,Diluent={'air':1}) """ ) absorptionCoefficient_HT.__doc__ = ABSCOEF_DOCSTRING_TEMPLATE.format( profile='HT', usage_example=""" nu,coef = absorptionCoefficient_HT(((2,1),),'co2',WavenumberStep=0.01, HITRAN_units=False,Diluent={'air':1}) """ ) absorptionCoefficient_SDVoigt.__doc__ = ABSCOEF_DOCSTRING_TEMPLATE.format( profile='SDVoigt', usage_example=""" nu,coef = absorptionCoefficient_SDVoigt(((2,1),),'co2',WavenumberStep=0.01, HITRAN_units=False,Diluent={'air':1}) """ ) absorptionCoefficient_Voigt.__doc__ = ABSCOEF_DOCSTRING_TEMPLATE.format( profile='Voigt', usage_example=""" nu,coef = absorptionCoefficient_Voigt(((2,1),),'co2',WavenumberStep=0.01, HITRAN_units=False,Diluent={'air':1}) """ ) absorptionCoefficient_Lorentz.__doc__ = ABSCOEF_DOCSTRING_TEMPLATE.format( profile='Lorentz', usage_example=""" nu,coef = absorptionCoefficient_Lorentz(((2,1),),'co2',WavenumberStep=0.01, HITRAN_units=False,Diluent={'air':1}) """ ) absorptionCoefficient_Doppler.__doc__ = ABSCOEF_DOCSTRING_TEMPLATE.format( profile='Doppler', usage_example=""" nu,coef = absorptionCoefficient_Doppler(((2,1),),'co2',WavenumberStep=0.01, HITRAN_units=False,Diluent={'air':1}) """ ) # save numpy arrays to file # arrays must have same dimensions def save_to_file(fname,fformat,*arg): f = open(fname,'w') for i in range(len(arg[0])): argline = [] for j in range(len(arg)): argline.append(arg[j][i]) f.write((fformat+'\n') % tuple(argline)) f.close() # --------------------------------------------------------------------------- # SHORTCUTS AND ALIASES FOR ABSORPTION COEFFICIENTS # --------------------------------------------------------------------------- absorptionCoefficient_Gauss = absorptionCoefficient_Doppler def abscoef_HT(table=None,step=None,grid=None,env={'T':296.,'p':1.},file=None): return absorptionCoefficient_HT(SourceTables=table,OmegaStep=step,OmegaGrid=grid,Environment=env,File=file) def abscoef_Voigt(table=None,step=None,grid=None,env={'T':296.,'p':1.},file=None): return absorptionCoefficient_Voigt(SourceTables=table,OmegaStep=step,OmegaGrid=grid,Environment=env,File=file) def abscoef_Lorentz(table=None,step=None,grid=None,env={'T':296.,'p':1.},file=None): return absorptionCoefficient_Lorentz(SourceTables=table,OmegaStep=step,OmegaGrid=grid,Environment=env,File=file) def abscoef_Doppler(table=None,step=None,grid=None,env={'T':296.,'p':1.},file=None): return absorptionCoefficient_Doppler(SourceTables=table,OmegaStep=step,OmegaGrid=grid,Environment=env,File=file) abscoef_Gauss = abscoef_Doppler def abscoef(table=None,step=None,grid=None,env={'T':296.,'p':1.},file=None): # default return absorptionCoefficient_Lorentz(SourceTables=table,OmegaStep=step,OmegaGrid=grid,Environment=env,File=file) # --------------------------------------------------------------------------- def transmittanceSpectrum(Omegas,AbsorptionCoefficient,Environment={'l':100.}, File=None, Format='%e %e', Wavenumber=None): """ INPUT PARAMETERS: Wavenumber/Omegas: wavenumber grid (required) AbsorptionCoefficient: absorption coefficient on grid (required) Environment: dictionary containing path length in cm. Default={'l':100.} File: name of the output file (optional) Format: c format used in file output, default '%e %e' (optional) OUTPUT PARAMETERS: Wavenum: wavenumber grid Xsect: transmittance spectrum calculated on the grid --- DESCRIPTION: Calculate a transmittance spectrum (dimensionless) based on previously calculated absorption coefficient. Transmittance spectrum is calculated at an arbitrary optical path length 'l' (1 m by default) --- EXAMPLE OF USAGE: nu,trans = transmittanceSpectrum(nu,coef) --- """ # compatibility with older versions if Wavenumber: Omegas=Wavenumber l = Environment['l'] Xsect = exp(-AbsorptionCoefficient*l) if File: save_to_file(File,Format,Omegas,Xsect) return Omegas,Xsect def absorptionSpectrum(Omegas,AbsorptionCoefficient,Environment={'l':100.}, File=None, Format='%e %e',Wavenumber=None): """ INPUT PARAMETERS: Wavenumber/Omegas: wavenumber grid (required) AbsorptionCoefficient: absorption coefficient on grid (required) Environment: dictionary containing path length in cm. Default={'l':100.} File: name of the output file (optional) Format: c format used in file output, default '%e %e' (optional) OUTPUT PARAMETERS: Wavenum: wavenumber grid Xsect: absorption spectrum calculated on the grid --- DESCRIPTION: Calculate an absorption spectrum (dimensionless) based on previously calculated absorption coefficient. Absorption spectrum is calculated at an arbitrary optical path length 'l' (1 m by default) --- EXAMPLE OF USAGE: nu,absorp = absorptionSpectrum(nu,coef) --- """ # compatibility with older versions if Wavenumber: Omegas=Wavenumber l = Environment['l'] Xsect = 1-exp(-AbsorptionCoefficient*l) if File: save_to_file(File,Format,Omegas,Xsect) return Omegas,Xsect def radianceSpectrum(Omegas,AbsorptionCoefficient,Environment={'l':100.,'T':296.}, File=None, Format='%e %e', Wavenumber=None): """ INPUT PARAMETERS: Wavenumber/Omegas: wavenumber grid (required) AbsorptionCoefficient: absorption coefficient on grid (required) Environment: dictionary containing path length in cm. and temperature in Kelvin. Default={'l':100.,'T':296.} File: name of the output file (optional) Format: c format used in file output, default '%e %e' (optional) OUTPUT PARAMETERS: Wavenum: wavenumber grid Xsect: radiance spectrum calculated on the grid --- DESCRIPTION: Calculate a radiance spectrum (in W/sr/cm^2/cm-1) based on previously calculated absorption coefficient. Radiance spectrum is calculated at an arbitrary optical path length 'l' (1 m by default) and temperature 'T' (296 K by default). For obtaining a physically meaningful result 'T' must be the same as a temperature which was used in absorption coefficient. --- EXAMPLE OF USAGE: nu,radi = radianceSpectrum(nu,coef) --- """ # compatibility with older versions if Wavenumber: Omegas=Wavenumber l = Environment['l'] T = Environment['T'] Alw = 1-exp(-AbsorptionCoefficient*l) LBBTw = 2*hh*cc**2*Omegas**3 / (exp(hh*cc*Omegas/(cBolts*T)) - 1) * 1.0E-7 Xsect = Alw*LBBTw # W/sr/cm**2/cm**-1 if File: save_to_file(File,Format,Omegas,Xsect) return Omegas,Xsect # GET X,Y FOR FINE PLOTTING OF A STICK SPECTRUM def getStickXY(TableName): """ Get X and Y for fine plotting of a stick spectrum. Usage: X,Y = getStickXY(TableName). """ cent,intens = getColumns(TableName,('nu','sw')) n = len(cent) cent_ = zeros(n*3) intens_ = zeros(n*3) for i in range(n): intens_[3*i] = 0 intens_[3*i+1] = intens[i] intens_[3*i+2] = 0 cent_[(3*i):(3*i+3)] = cent[i] return cent_,intens_ # /GET X,Y FOR FINE PLOTTING OF A STICK SPECTRUM # LOW-RES SPECTRA (CONVOLUTION WITH APPARATUS FUNCTION) # /LOW-RES SPECTRA (CONVOLUTION WITH APPARATUS FUNCTION) # /---------------------------------------------------------------------------- # ------------------ HITRAN-ON-THE-WEB COMPATIBILITY ------------------------- def read_hotw(filename): """ Read cross-section file fetched from HITRAN-on-the-Web. The format of the file line must be as follows: nu, coef Other lines are omitted. """ import sys f = open(filename,'r') nu = [] coef = [] for line in f: pars = line.split() try: nu.append(float(pars[0])) coef.append(float(pars[1])) except: if False: print(sys.exc_info()) else: pass return array(nu),array(coef) # alias for read_hotw for backwards compatibility read_xsect = read_hotw # /---------------------------------------------------------------------------- # ------------------ SPECTRAL CONVOLUTION ------------------------- # rectangular slit function def SLIT_RECTANGULAR(x,g): """ Instrumental (slit) function. B(x) = 1/γ , if |x| ≤ γ/2 & B(x) = 0, if |x| > γ/2, where γ is a slit width or the instrumental resolution. """ index_inner = abs(x) <= g/2 index_outer = ~index_inner y = zeros(len(x)) y[index_inner] = 1/g y[index_outer] = 0 return y # triangular slit function def SLIT_TRIANGULAR(x,g): """ Instrumental (slit) function. B(x) = 1/γ*(1-|x|/γ), if |x| ≤ γ & B(x) = 0, if |x| > γ, where γ is the line width equal to the half base of the triangle. """ index_inner = abs(x) <= g index_outer = ~index_inner y = zeros(len(x)) y[index_inner] = 1/g * (1 - abs(x[index_inner])/g) y[index_outer] = 0 return y # gaussian slit function def SLIT_GAUSSIAN(x,g): """ Instrumental (slit) function. B(x) = sqrt(ln(2)/pi)/γ*exp(-ln(2)*(x/γ)**2), where γ/2 is a gaussian half-width at half-maximum. """ g /= 2 return sqrt(log(2))/(sqrt(pi)*g)*exp(-log(2)*(x/g)**2) # dispersion slit function def SLIT_DISPERSION(x,g): """ Instrumental (slit) function. B(x) = γ/pi/(x**2+γ**2), where γ/2 is a lorentzian half-width at half-maximum. """ g /= 2 return g/pi/(x**2+g**2) # cosinus slit function def SLIT_COSINUS(x,g): return (cos(pi/g*x)+1)/(2*g) # diffraction slit function def SLIT_DIFFRACTION(x,g): """ Instrumental (slit) function. """ y = zeros(len(x)) index_zero = x==0 index_nonzero = ~index_zero dk_ = pi/g x_ = dk_*x[index_nonzero] w_ = sin(x_) r_ = w_**2/x_**2 y[index_zero] = 1 y[index_nonzero] = r_/g return y # apparatus function of the ideal Michelson interferometer def SLIT_MICHELSON(x,g): """ Instrumental (slit) function. B(x) = 2/γ*sin(2pi*x/γ)/(2pi*x/γ) if x!=0 else 1, where 1/γ is the maximum optical path difference. """ y = zeros(len(x)) index_zero = x==0 index_nonzero = ~index_zero dk_ = 2*pi/g x_ = dk_*x[index_nonzero] y[index_zero] = 1 y[index_nonzero] = 2/g*sin(x_)/x_ return y # spectral convolution with an apparatus (slit) function def convolveSpectrum(Omega,CrossSection,Resolution=0.1,AF_wing=10., SlitFunction=SLIT_RECTANGULAR,Wavenumber=None): """ INPUT PARAMETERS: Wavenumber/Omega: wavenumber grid (required) CrossSection: high-res cross section calculated on grid (required) Resolution: instrumental resolution γ (optional) AF_wing: instrumental function wing (optional) SlitFunction: instrumental function for low-res spectra calculation (optional) OUTPUT PARAMETERS: Wavenum: wavenumber grid CrossSection: low-res cross section calculated on grid i1: lower index in Omega input i2: higher index in Omega input slit: slit function calculated over grid [-AF_wing; AF_wing] with the step equal to instrumental resolution. --- DESCRIPTION: Produce a simulation of experimental spectrum via the convolution of a “dry” spectrum with an instrumental function. Instrumental function is provided as a parameter and is calculated in a grid with the width=AF_wing and step=Resolution. --- EXAMPLE OF USAGE: nu_,radi_,i,j,slit = convolveSpectrum(nu,radi,Resolution=2.0,AF_wing=10.0, SlitFunction=SLIT_MICHELSON) --- """ # compatibility with older versions if Wavenumber: Omega=Wavenumber step = Omega[1]-Omega[0] if step>=Resolution: raise Exception('step must be less than resolution') #x = arange(-AF_wing,AF_wing+step,step) x = arange_(-AF_wing,AF_wing+step,step) # fix slit = SlitFunction(x,Resolution) slit /= sum(slit)*step # simple normalization left_bnd = int(len(slit)/2) # new versions of Numpy don't support float indexing right_bnd = len(Omega) - int(len(slit)/2) # new versions of Numpy don't support float indexing CrossSectionLowRes = convolve(CrossSection,slit,mode='same')*step return Omega[left_bnd:right_bnd],CrossSectionLowRes[left_bnd:right_bnd],left_bnd,right_bnd,slit # spectral convolution with an apparatus (slit) function def convolveSpectrumSame(Omega,CrossSection,Resolution=0.1,AF_wing=10., SlitFunction=SLIT_RECTANGULAR,Wavenumber=None): """ Convolves cross section with a slit function with given parameters. """ # compatibility with older versions if Wavenumber: Omega=Wavenumber step = Omega[1]-Omega[0] if step>=Resolution: raise Exception('step must be less than resolution') #x = arange(-AF_wing,AF_wing+step,step) x = arange_(-AF_wing,AF_wing+step,step) # fix slit = SlitFunction(x,Resolution) slit /= sum(slit)*step # simple normalization left_bnd = 0 right_bnd = len(Omega) CrossSectionLowRes = convolve(CrossSection,slit,mode='same')*step return Omega[left_bnd:right_bnd],CrossSectionLowRes[left_bnd:right_bnd],left_bnd,right_bnd,slit def convolveSpectrumFull(Omega,CrossSection,Resolution=0.1,AF_wing=10.,SlitFunction=SLIT_RECTANGULAR): """ Convolves cross section with a slit function with given parameters. """ step = Omega[1]-Omega[0] x = arange(-AF_wing,AF_wing+step,step) slit = SlitFunction(x,Resolution) print('step=') print(step) print('x=') print(x) print('slitfunc=') print(SlitFunction) CrossSectionLowRes = convolve(CrossSection,slit,mode='full')*step return Omega,CrossSectionLowRes,None,None # ------------------------------------------------------------------ # ------------------ SAVE CALC INFO IN CSV FORMAT ------------------------- def save_abscoef_calc_info(filename,parname,CALC_INFO_LIST,delim=';'): """ This is an attempt to save the CALC_INFO from the new versions of the abscoef function. Currently it saves one parameters per call. To build your own function that better suits your needs please consult the structure of the CALC_INFO elements. """ col = [] # make empty collection order = [] for CALC_INFO in CALC_INFO_LIST: INFO = CALC_INFO[parname] item = {} item['val'] = INFO['value'] if 'val' not in order: order.append('val') for broadener in INFO['mixture']: for argname in INFO['mixture'][broadener]['args']: src_name = '%s_%s_src'%(argname,broadener) val_name = '%s_%s_val'%(argname,broadener) item[src_name] = INFO['mixture'][broadener]['args'][argname]['source'] item[val_name] = INFO['mixture'][broadener]['args'][argname]['value'] if src_name not in order: order.append(src_name) if val_name not in order: order.append(val_name) col.append(item) # Export the result to the CSV file. #col.export_csv('test2.py_%s_%s.csv'%(TABLE_NAMETABLE_NAME,parname),order=order) with open(filename,'w') as fout: header = ('%s'%delim).join(order) fout.write(header+'\n') for CALC_INFO in col: line = ('%s'%delim).join([str(CALC_INFO.get(pname,'')) for pname in order]) fout.write(line+'\n')