/* * This code is free software; you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation; either version 2 of the License, or * (at your option) any later version. * * This code is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with this code; if not, write to the Free Software * Foundation, Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301 USA */ /* Copyright (C) 2020-2022 Max-Planck-Society Author: Martin Reinecke */ #include "ducc0/math/gridding_kernel.h" namespace ducc0 { namespace detail_gridding_kernel { using namespace std; vector getCoeffs(size_t W, size_t D, const function &func) { vector coeff(W*(D+1)); vector chebroot(D+1); for (size_t i=0; i<=D; ++i) chebroot[i] = cos((2*i+1.)*pi/(2*D+2)); vector y(D+1), lcf(D+1), C((D+1)*(D+1)), lcf2(D+1); for (size_t i=0; i KernelDB { { 4, 1.20, 0.013816362, 1.30709338717990464, 0.588199361165364421, 1, true}, { 4, 1.25, 0.0085879935, 1.33188061184353357, 0.594018046061197902, 1, true}, { 4, 1.30, 0.0057357209, 1.36280729505750875, 0.596257019042968683, 1, true}, { 4, 1.35, 0.004250634, 1.38681869506835920, 0.598430379231771004, 1, true}, { 4, 1.40, 0.0033433175, 1.42907129923502607, 0.595376586914062478, 1, true}, { 4, 1.45, 0.0028117363, 1.48220782809787344, 0.588401285807291785, 1, true}, { 4, 1.50, 0.0023847392, 1.55200220743815076, 0.577678934733072857, 1, true}, { 4, 1.55, 0.0020357655, 1.61562355889214393, 0.568545023600260491, 1, true}, { 4, 1.60, 0.0017140276, 1.66557473076714380, 0.562941996256510202, 1, true}, { 4, 1.65, 0.0014739182, 1.70882788764105853, 0.558200836181640403, 1, true}, { 4, 1.70, 0.001256288, 1.75829043918185701, 0.552664438883463616, 1, true}, { 4, 1.75, 0.0010615833, 1.78472069634331620, 0.551698048909505245, 1, true}, { 4, 1.80, 0.00090960415, 1.81566416422526022, 0.549645741780599106, 1, true}, { 4, 1.85, 0.00077764143, 1.82287784152560750, 0.551604970296223796, 1, true}, { 4, 1.90, 0.000674396, 1.84992726643880223, 0.550009918212890803, 1, true}, { 4, 1.95, 0.00058999304, 1.88333621554904518, 0.547602589925130112, 1, true}, { 4, 2.00, 0.00051953173, 1.90694291856553799, 0.546800994873046786, 1, true}, { 4, 2.05, 0.00047169452, 1.92870330810546897, 0.545942433675130068, 1, true}, { 4, 2.10, 0.00043035853, 1.94683447943793375, 0.545642852783203014, 1, true}, { 4, 2.15, 0.00039993456, 1.95983327229817705, 0.545700836181640558, 1, true}, { 4, 2.20, 0.00036768497, 1.97344377305772567, 0.546037038167317745, 1, true}, { 4, 2.25, 0.00034392926, 1.98338402642144063, 0.546487172444661384, 1, true}, { 4, 2.30, 0.00032273579, 1.99225379096137201, 0.547050221761067768, 1, true}, { 4, 2.35, 0.00030386782, 2.00018734402126697, 0.547697194417317679, 1, true}, { 4, 2.40, 0.00029032885, 2.00592770046658009, 0.548258209228515314, 1, true}, { 4, 2.45, 0.00027519289, 2.01244015163845535, 0.548992156982421986, 1, true}, { 4, 2.50, 0.00026442815, 2.01718461778428892, 0.549589284261067679, 1, true}, { 5, 1.20, 0.0045447572, 1.47271143595377563, 0.547661844889323124, 1, true}, { 5, 1.25, 0.002565032, 1.51477381388346322, 0.547609456380208193, 1, true}, { 5, 1.30, 0.0014950085, 1.56042251586914049, 0.546399434407552009, 1, true}, { 5, 1.35, 0.00093190915, 1.59968931410047732, 0.545594278971354263, 1, true}, { 5, 1.40, 0.00058294697, 1.62376225789388040, 0.547126770019531361, 1, true}, { 5, 1.45, 0.0004191174, 1.67027257283528652, 0.544658406575520782, 1, true}, { 5, 1.50, 0.00032211632, 1.71065928141276036, 0.543058522542317568, 1, true}, { 5, 1.55, 0.00025889559, 1.74115142822265612, 0.542447662353515714, 1, true}, { 5, 1.60, 0.00021176206, 1.76781667073567705, 0.542211151123046964, 1, true}, { 5, 1.65, 0.00018155438, 1.80731658935546857, 0.539609527587890825, 1, true}, { 5, 1.70, 0.00015202986, 1.83974456787109331, 0.537987009684244954, 1, true}, { 5, 1.75, 0.00012394032, 1.87821875678168393, 0.535735321044921831, 1, true}, { 5, 1.80, 0.00010185554, 1.92916208902994835, 0.531913503011067768, 1, true}, { 5, 1.85, 8.6084819e-05, 1.97668134901258674, 0.528661346435546742, 1, true}, { 5, 1.90, 7.5510239e-05, 2.01164194742838554, 0.526721445719401160, 1, true}, { 5, 1.95, 6.6235913e-05, 2.04016469319661509, 0.525634002685546831, 1, true}, { 5, 2.00, 5.8045964e-05, 2.06404741075303821, 0.525147755940755356, 1, true}, { 5, 2.05, 5.1833314e-05, 2.08155195448133679, 0.525099436442057366, 1, true}, { 5, 2.10, 4.6296138e-05, 2.09675140380859348, 0.525319671630859353, 1, true}, { 5, 2.15, 4.2186584e-05, 2.10787777370876706, 0.525670623779296853, 1, true}, { 5, 2.20, 3.7799771e-05, 2.11950395372178768, 0.526264699300130090, 1, true}, { 5, 2.25, 3.4593093e-05, 2.12779930962456554, 0.526887766520182321, 1, true}, { 5, 2.30, 3.1764919e-05, 2.13487870958116410, 0.527610015869140359, 1, true}, { 5, 2.35, 2.9305975e-05, 2.14067128499348991, 0.528427378336588482, 1, true}, { 5, 2.40, 2.7603323e-05, 2.14426320393880232, 0.529153188069661606, 1, true}, { 5, 2.45, 2.58328e-05, 2.14864959716796866, 0.530002593994140625, 1, true}, { 5, 2.50, 2.461415e-05, 2.15946265326605946, 0.529833730061848529, 1, true}, { 6, 1.20, 0.00087716416, 1.48702875773111987, 0.543441772460937278, 1, true}, { 6, 1.25, 0.00052617233, 1.55846243964301179, 0.538631693522135246, 1, true}, { 6, 1.30, 0.00030990674, 1.62978795369466201, 0.533901977539062544, 1, true}, { 6, 1.35, 0.00018685304, 1.67900339762369777, 0.531911468505859464, 1, true}, { 6, 1.40, 0.00011048179, 1.72446373833550348, 0.530658213297526271, 1, true}, { 6, 1.45, 7.5272528e-05, 1.77476925320095469, 0.528379058837890714, 1, true}, { 6, 1.50, 5.4519899e-05, 1.81697709825303821, 0.527150217692057388, 1, true}, { 6, 1.55, 4.1327954e-05, 1.84778255886501697, 0.526968638102213394, 1, true}, { 6, 1.60, 3.1940841e-05, 1.87210167778862813, 0.527448781331380179, 1, true}, { 6, 1.65, 2.6524553e-05, 1.89124738905164880, 0.527779897054036606, 1, true}, { 6, 1.70, 2.1912792e-05, 1.92978871663411455, 0.525992584228515692, 1, true}, { 6, 1.75, 1.752611e-05, 1.96848670111762192, 0.524261728922526204, 1, true}, { 6, 1.80, 1.3983041e-05, 1.99691992865668366, 0.523411814371744888, 1, true}, { 6, 1.85, 1.0909295e-05, 2.02382388644748223, 0.522790781656901182, 1, true}, { 6, 1.90, 9.1159743e-06, 2.06700524224175330, 0.520410919189453147, 1, true}, { 6, 1.95, 7.9473035e-06, 2.08590850830078134, 0.520696258544921631, 1, true}, { 6, 2.00, 6.9082129e-06, 2.10745629204644125, 0.520621490478515692, 1, true}, { 6, 2.05, 6.0489563e-06, 2.13673621283637205, 0.519232940673827970, 1, true}, { 6, 2.10, 5.2599096e-06, 2.16241302490234455, 0.518203481038411518, 1, true}, { 6, 2.15, 4.7022734e-06, 2.17432640923394116, 0.518426767985025960, 1, true}, { 6, 2.20, 4.1154589e-06, 2.18673960367838571, 0.518857574462890714, 1, true}, { 6, 2.25, 3.6872152e-06, 2.19571753607855902, 0.519317881266276093, 1, true}, { 6, 2.30, 3.3135316e-06, 2.20337880452473955, 0.519864654541015603, 1, true}, { 6, 2.35, 2.9949297e-06, 2.20968983968098920, 0.520482126871744888, 1, true}, { 6, 2.40, 2.778763e-06, 2.21353166368272536, 0.521029408772786695, 1, true}, { 6, 2.45, 2.5517287e-06, 2.23052520751953054, 0.520584869384765669, 1, true}, { 6, 2.50, 2.3518687e-06, 2.25309499104817679, 0.519467417399088638, 1, true}, { 7, 1.20, 0.00027656574, 1.57363950941297781, 0.528833516438802165, 1, true}, { 7, 1.25, 0.00012917467, 1.62363544040256103, 0.528018188476562345, 1, true}, { 7, 1.30, 7.2382792e-05, 1.68306528727213545, 0.525804901123047119, 1, true}, { 7, 1.35, 4.356952e-05, 1.73462778727213518, 0.523948923746745066, 1, true}, { 7, 1.40, 2.4981206e-05, 1.78285200330946147, 0.522594960530598951, 1, true}, { 7, 1.45, 1.4834317e-05, 1.81916283501519116, 0.522077687581380068, 1, true}, { 7, 1.50, 9.8593424e-06, 1.87820756700303804, 0.519385019938151005, 1, true}, { 7, 1.55, 7.1596313e-06, 1.91922556559244817, 0.518272145589192657, 1, true}, { 7, 1.60, 5.2459533e-06, 1.95363786485460023, 0.517866770426432477, 1, true}, { 7, 1.65, 4.0705255e-06, 1.97871042887369786, 0.517832692464192723, 1, true}, { 7, 1.70, 3.1711049e-06, 2.00276845296223982, 0.517857615152994666, 1, true}, { 7, 1.75, 2.4800325e-06, 2.02892269558376803, 0.517637888590494311, 1, true}, { 7, 1.80, 1.9970539e-06, 2.06023915608723929, 0.516692860921223907, 1, true}, { 7, 1.85, 1.6496563e-06, 2.08682607014974009, 0.516387685139973907, 1, true}, { 7, 1.90, 1.4148184e-06, 2.09541609022352526, 0.517656707763671786, 1, true}, { 7, 1.95, 1.226067e-06, 2.10332353379991410, 0.518966929117838260, 1, true}, { 7, 2.00, 1.0736112e-06, 2.13156653510199590, 0.518265024820963704, 1, true}, { 7, 2.05, 9.562875e-07, 2.17690378824869812, 0.515382639567056988, 1, true}, { 7, 2.10, 8.4064676e-07, 2.22028656005859348, 0.512581634521484086, 1, true}, { 7, 2.15, 7.5439059e-07, 2.23297949896918446, 0.512734731038411051, 1, true}, { 7, 2.20, 6.667494e-07, 2.24713083902994715, 0.512998199462890270, 1, true}, { 7, 2.25, 6.0166015e-07, 2.25832807752821108, 0.513249460856119444, 1, true}, { 7, 2.30, 5.4448389e-07, 2.26957007514105769, 0.513472747802734553, 1, true}, { 7, 2.35, 4.9472313e-07, 2.28155059814453098, 0.513612620035807321, 1, true}, { 7, 2.40, 4.5845311e-07, 2.29392649332682330, 0.513477325439453236, 1, true}, { 7, 2.45, 4.2218381e-07, 2.30428076850043340, 0.513808949788411296, 1, true}, { 7, 2.50, 3.9604759e-07, 2.31114756266275956, 0.514217376708984375, 1, true}, { 8, 1.20, 8.6642191e-05, 1.62311698065863697, 0.521696472167968661, 1, true}, { 8, 1.25, 3.2467478e-05, 1.68515777587890647, 0.519925181070963416, 1, true}, { 8, 1.30, 1.6610246e-05, 1.74423607720269080, 0.518215688069661451, 1, true}, { 8, 1.35, 9.778419e-06, 1.78767479790581585, 0.517632293701171697, 1, true}, { 8, 1.40, 5.9162971e-06, 1.82943505181206589, 0.517185719807942479, 1, true}, { 8, 1.45, 3.8721512e-06, 1.87169511583116299, 0.516173044840494644, 1, true}, { 8, 1.50, 2.6605377e-06, 1.92122107611762094, 0.514544423421223862, 1, true}, { 8, 1.55, 1.9558123e-06, 1.96090749104817696, 0.513719431559244599, 1, true}, { 8, 1.60, 1.4846871e-06, 1.99985165066189197, 0.512932586669921808, 1, true}, { 8, 1.65, 1.1859573e-06, 2.02751278347439223, 0.512713877360025716, 1, true}, { 8, 1.70, 9.6331998e-07, 2.05249209933810839, 0.512742869059244488, 1, true}, { 8, 1.75, 7.9697968e-07, 2.07719167073567679, 0.512768809000650916, 1, true}, { 8, 1.80, 6.7710041e-07, 2.10146230061848982, 0.512584177652994466, 1, true}, { 8, 1.85, 5.8369677e-07, 2.12952253553602455, 0.512125905354817501, 1, true}, { 8, 1.90, 5.1917955e-07, 2.14036543104383759, 0.513058217366536229, 1, true}, { 8, 1.95, 4.6639866e-07, 2.14727325439453187, 0.514326731363932144, 1, true}, { 8, 2.00, 4.2301959e-07, 2.15810869004991313, 0.515234629313151005, 1, true}, { 8, 2.05, 3.9184676e-07, 2.20948469373914858, 0.512186431884765647, 1, true}, { 8, 2.10, 3.6266925e-07, 2.23797387017144178, 0.511113230387369444, 1, true}, { 8, 2.15, 3.3814129e-07, 2.26647796630859455, 0.509743499755859086, 1, true}, { 8, 2.20, 3.1640043e-07, 2.28009219699435706, 0.510066986083984042, 1, true}, { 8, 2.25, 2.9859388e-07, 2.29611223008897580, 0.509888966878255245, 1, true}, { 8, 2.30, 2.8275659e-07, 2.30705210367838509, 0.510179901123046564, 1, true}, { 8, 2.35, 2.685671e-07, 2.32135637071397483, 0.510184478759765581, 1, true}, { 8, 2.40, 2.5685046e-07, 2.33250885009765652, 0.510236358642577992, 1, true}, { 8, 2.45, 2.4679219e-07, 2.34000973171658000, 0.510860951741536340, 1, true}, { 8, 2.50, 2.3834227e-07, 2.33702579074435679, 0.512065887451171986, 1, true}, { 4, 1.20, 0.027638471, 1.30709338717990464, 0.588199361165364421, 2, true}, { 4, 1.25, 0.017179163, 1.33188061184353357, 0.594018046061197902, 2, true}, { 4, 1.30, 0.011473319, 1.36280729505750875, 0.596257019042968683, 2, true}, { 4, 1.35, 0.0085024842, 1.38681869506835920, 0.598430379231771004, 2, true}, { 4, 1.40, 0.0066874095, 1.42907129923502607, 0.595376586914062478, 2, true}, { 4, 1.45, 0.0056239728, 1.48220782809787344, 0.588401285807291785, 2, true}, { 4, 1.50, 0.0047698072, 1.55200220743815076, 0.577678934733072857, 2, true}, { 4, 1.55, 0.0040717361, 1.61562355889214393, 0.568545023600260491, 2, true}, { 4, 1.60, 0.0034281853, 1.66557473076714380, 0.562941996256510202, 2, true}, { 4, 1.65, 0.0029479114, 1.70882788764105853, 0.558200836181640403, 2, true}, { 4, 1.70, 0.002512611, 1.75829043918185701, 0.552664438883463616, 2, true}, { 4, 1.75, 0.0021231746, 1.78472069634331620, 0.551698048909505245, 2, true}, { 4, 1.80, 0.001819194, 1.81566416422526022, 0.549645741780599106, 2, true}, { 4, 1.85, 0.0015552516, 1.82287784152560750, 0.551604970296223796, 2, true}, { 4, 1.90, 0.0013487471, 1.84992726643880223, 0.550009918212890803, 2, true}, { 4, 1.95, 0.0011799293, 1.88333621554904518, 0.547602589925130112, 2, true}, { 4, 2.00, 0.001038997, 1.90694291856553799, 0.546800994873046786, 2, true}, { 4, 2.05, 0.00094331549, 1.92870330810546897, 0.545942433675130068, 2, true}, { 4, 2.10, 0.00086063741, 1.94683447943793375, 0.545642852783203014, 2, true}, { 4, 2.15, 0.00079978431, 1.95983327229817705, 0.545700836181640558, 2, true}, { 4, 2.20, 0.0007352812, 1.97344377305772567, 0.546037038167317745, 2, true}, { 4, 2.25, 0.00068776638, 1.98338402642144063, 0.546487172444661384, 2, true}, { 4, 2.30, 0.00064537642, 1.99225379096137201, 0.547050221761067768, 2, true}, { 4, 2.35, 0.00060763777, 2.00018734402126697, 0.547697194417317679, 2, true}, { 4, 2.40, 0.00058055746, 2.00592770046658009, 0.548258209228515314, 2, true}, { 4, 2.45, 0.00055028377, 2.01244015163845535, 0.548992156982421986, 2, true}, { 4, 2.50, 0.0005287527, 2.01718461778428892, 0.549589284261067679, 2, true}, { 5, 1.20, 0.0091081213, 1.47271143595377563, 0.547661844889323124, 2, true}, { 5, 1.25, 0.0051393036, 1.51477381388346322, 0.547609456380208193, 2, true}, { 5, 1.30, 0.0029950485, 1.56042251586914049, 0.546399434407552009, 2, true}, { 5, 1.35, 0.0018668854, 1.59968931410047732, 0.545594278971354263, 2, true}, { 5, 1.40, 0.0011678541, 1.62376225789388040, 0.547126770019531361, 2, true}, { 5, 1.45, 0.00083949653, 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2.40, 0.00058032523, 2.00592770046658009, 0.548258209228515314, 2, false}, { 5, 2.40, 5.4844492e-05, 2.14426320393880232, 0.529153188069661606, 2, false}, { 6, 2.40, 5.1622563e-06, 2.21353166368272536, 0.521029408772786695, 2, false}, { 7, 2.40, 4.8790471e-07, 2.29392649332682330, 0.513477325439453236, 2, false}, { 8, 2.40, 4.5271076e-08, 2.30989430745442670, 0.512092336018880268, 2, false}, { 9, 2.40, 4.2974268e-09, 2.33141225179036482, 0.510267893473307144, 2, false}, {10, 2.40, 3.9051113e-10, 2.34538455539279589, 0.509139251708984220, 2, false}, {11, 2.40, 3.6729918e-11, 2.36717105441623232, 0.507470448811848884, 2, false}, {12, 2.40, 3.5077579e-12, 2.37904713948567714, 0.506586964925130334, 2, false}, {13, 2.40, 3.1702584e-13, 2.33895043267144098, 0.509288279215494799, 2, false}, {14, 2.40, 3.1695681e-14, 2.35107828776041705, 0.508315022786458126, 2, false}, {15, 2.40, 9.7154883e-15, 2.34058973524305536, 0.508540852864583282, 2, false}, {16, 2.40, 8.1910843e-15, 2.43121202256944402, 0.503002929687500155, 2, false}, { 4, 2.45, 0.00055005788, 2.01244015163845535, 0.548992156982421986, 2, false}, { 5, 2.45, 5.1309599e-05, 2.14864959716796866, 0.530002593994140625, 2, false}, { 6, 2.45, 4.7168978e-06, 2.23052520751953054, 0.520584869384765669, 2, false}, { 7, 2.45, 4.259801e-07, 2.30423973931206483, 0.513812510172525938, 2, false}, { 8, 2.45, 3.8130691e-08, 2.31863352457682304, 0.512532806396484242, 2, false}, { 9, 2.45, 3.521746e-09, 2.33694373236762143, 0.510904693603515647, 2, false}, {10, 2.45, 3.2442404e-10, 2.36320241292317723, 0.508957163492838260, 2, false}, {11, 2.45, 2.9870495e-11, 2.38042721218533027, 0.507595062255859042, 2, false}, {12, 2.45, 2.7880605e-12, 2.38868526882595456, 0.506927235921224018, 2, false}, {13, 2.45, 2.5450194e-13, 2.33679080539279571, 0.511076100667317568, 2, false}, {14, 2.45, 2.4696607e-14, 2.35007866753472294, 0.509834798177083215, 2, false}, {15, 2.45, 8.6673822e-15, 2.34827524820963562, 0.509776051839192723, 2, false}, {16, 2.45, 7.9794978e-15, 2.35947808159722250, 0.511319986979166585, 2, false}, { 4, 2.50, 0.0005285327, 2.01718461778428892, 0.549589284261067679, 2, false}, { 5, 2.50, 4.8878353e-05, 2.15946265326605946, 0.529833730061848529, 2, false}, { 6, 2.50, 4.3256521e-06, 2.25309499104817679, 0.519467417399088638, 2, false}, { 7, 2.50, 3.8329434e-07, 2.30846947564019045, 0.514437103271484064, 2, false}, { 8, 2.50, 3.3575942e-08, 2.33213212754991250, 0.512434641520182366, 2, false}, { 9, 2.50, 3.0536485e-09, 2.35149417453342036, 0.510761769612630090, 2, false}, {10, 2.50, 2.8011519e-10, 2.37159847683376723, 0.509220123291015292, 2, false}, {11, 2.50, 2.5250917e-11, 2.38795047336154509, 0.507892100016275494, 2, false}, {12, 2.50, 2.3449365e-12, 2.39123280843099018, 0.507511138916015181, 2, false}, {13, 2.50, 2.155162e-13, 2.39824133978949661, 0.506931304931640403, 2, false}, {14, 2.50, 2.2253421e-14, 2.37836642795138831, 0.508345540364583459, 2, false}, {15, 2.50, 8.2349925e-15, 2.35148111979166652, 0.509773763020833326, 2, false}, {16, 2.50, 7.1866641e-15, 2.35853814019097285, 0.512795003255208326, 2, false}, { 4, 1.20, 0.041446222, 1.30709338717990464, 0.588199361165364421, 3, false}, { 5, 1.20, 0.013629436, 1.47271143595377563, 0.547661844889323124, 3, false}, { 6, 1.20, 0.0026223213, 1.48702875773111987, 0.543441772460937278, 3, false}, { 7, 1.20, 0.00081447916, 1.57363950941297781, 0.528833516438802165, 3, false}, { 8, 1.20, 0.00023409579, 1.62251086764865415, 0.521761576334635269, 3, false}, { 9, 1.20, 6.7079641e-05, 1.65120146009657076, 0.517889404296875133, 3, false}, {10, 1.20, 1.7834137e-05, 1.69237518310546853, 0.513090769449869866, 3, false}, {11, 1.20, 5.3241984e-06, 1.70876074896918384, 0.511258697509765381, 3, false}, {12, 1.20, 1.6365303e-06, 1.72945437961154491, 0.508924102783202881, 3, false}, {13, 1.20, 7.1906035e-07, 1.74623904758029513, 0.507221730550130090, 3, false}, //{14, 1.20, 1.2303757e-06, 1.78480275472005223, 0.503347524007161540, 3, false}, //{15, 1.20, 2.363096e-06, 1.93205651177300375, 0.486727142333984508, 3, false}, //{16, 1.20, 3.6129712e-06, 2.08135799831814206, 0.469492848714192723, 3, false}, { 4, 1.25, 0.025761745, 1.33188061184353357, 0.594018046061197902, 3, false}, { 5, 1.25, 0.0076915731, 1.51477381388346322, 0.547609456380208193, 3, false}, { 6, 1.25, 0.0015725839, 1.55846243964301179, 0.538631693522135246, 3, false}, { 7, 1.25, 0.00037802722, 1.62363544040256103, 0.528018188476562345, 3, false}, { 8, 1.25, 8.2624744e-05, 1.68515777587890647, 0.519925181070963416, 3, false}, { 9, 1.25, 2.4108007e-05, 1.71001400417751714, 0.516446685791015603, 3, false}, {10, 1.25, 6.0964926e-06, 1.74668290879991273, 0.512401072184244577, 3, false}, {11, 1.25, 1.6195385e-06, 1.76964806450737866, 0.509976450602213416, 3, false}, {12, 1.25, 4.2023445e-07, 1.78036787245008643, 0.508847300211588749, 3, false}, {13, 1.25, 1.306458e-07, 1.79408654106987808, 0.507438913981120066, 3, false}, {14, 1.25, 9.9033504e-08, 1.81174401177300304, 0.505699920654296808, 3, false}, //{15, 1.25, 2.1372065e-07, 1.89445139567057286, 0.497390492757161518, 3, false}, //{16, 1.25, 3.5916982e-07, 2.04013112386067741, 0.481364695231119799, 3, false}, { 4, 1.30, 0.017205343, 1.36280729505750875, 0.596257019042968683, 3, false}, { 5, 1.30, 0.0044823198, 1.56042251586914049, 0.546399434407552009, 3, false}, { 6, 1.30, 0.0009255478, 1.62978795369466201, 0.533901977539062544, 3, false}, { 7, 1.30, 0.00021076195, 1.68304663764105911, 0.525806935628255534, 3, false}, { 8, 1.30, 4.0415299e-05, 1.74423607720269080, 0.518215688069661340, 3, false}, { 9, 1.30, 9.7550762e-06, 1.77520938449435794, 0.514374542236327836, 3, false}, {10, 1.30, 2.2939521e-06, 1.80346357557508630, 0.511223093668619510, 3, false}, {11, 1.30, 5.6657229e-07, 1.82270626491970456, 0.509227244059244799, 3, false}, {12, 1.30, 1.3356139e-07, 1.82085249159071205, 0.509485626220703036, 3, false}, {13, 1.30, 3.3045491e-08, 1.83200497097439241, 0.508312733968098729, 3, false}, {14, 1.30, 1.4550131e-08, 1.85990854899088531, 0.505644480387369533, 3, false}, //{15, 1.30, 2.4402664e-08, 1.89877065022786451, 0.502065785725911540, 3, false}, //{16, 1.30, 4.4693519e-08, 2.02004547119140643, 0.489640045166015558, 3, false}, { 4, 1.35, 0.012750349, 1.38681869506835920, 0.598430379231771004, 3, false}, { 5, 1.35, 0.0027935232, 1.59968931410047732, 0.545594278971354263, 3, false}, { 6, 1.35, 0.000557334, 1.67900339762369777, 0.531911468505859464, 3, false}, { 7, 1.35, 0.0001260106, 1.73462778727213518, 0.523948923746745066, 3, false}, { 8, 1.35, 2.2608425e-05, 1.78767479790581585, 0.517632293701171697, 3, false}, { 9, 1.35, 4.9480543e-06, 1.82514563666449625, 0.513285064697265758, 3, false}, {10, 1.35, 1.0561576e-06, 1.84514923095703098, 0.511175282796223707, 3, false}, {11, 1.35, 2.3212036e-07, 1.85591006808810710, 0.509974924723307299, 3, false}, {12, 1.35, 5.1494208e-08, 1.86972944471571201, 0.508644358317057343, 3, false}, {13, 1.35, 1.138375e-08, 1.87267608642578098, 0.508304595947265625, 3, false}, {14, 1.35, 3.5079381e-09, 1.88038957383897576, 0.507539621988932210, 3, false}, //{15, 1.35, 4.0548476e-09, 1.91844601101345558, 0.504120127360025871, 3, false}, //{16, 1.35, 7.8390451e-09, 2.01599850124783053, 0.494870249430338471, 3, false}, { 4, 1.40, 0.010028617, 1.42907129923502607, 0.595376586914062478, 3, false}, { 5, 1.40, 0.0017469917, 1.62376225789388040, 0.547126770019531361, 3, false}, { 6, 1.40, 0.00032887857, 1.72446373833550348, 0.530658213297526271, 3, false}, { 7, 1.40, 7.1343128e-05, 1.78181135389539902, 0.522699228922526182, 3, false}, { 8, 1.40, 1.2767573e-05, 1.82943505181206612, 0.517185719807942368, 3, false}, { 9, 1.40, 2.5766022e-06, 1.87064327663845464, 0.512637074788411362, 3, false}, {10, 1.40, 5.1721007e-07, 1.89010603162977397, 0.510741933186848796, 3, false}, {11, 1.40, 9.7990407e-08, 1.88815528021918388, 0.510795338948567546, 3, false}, {12, 1.40, 1.9775866e-08, 1.90691307915581620, 0.508948008219400894, 3, false}, {13, 1.40, 4.0756893e-09, 1.91943817138671879, 0.507719167073567790, 3, false}, {14, 1.40, 1.0288549e-09, 1.92299652099609353, 0.507370249430338593, 3, false}, {15, 1.40, 8.0851857e-10, 1.96251508924696161, 0.503927357991536318, 3, false}, //{16, 1.40, 1.5114393e-09, 2.02583058675130134, 0.498289235432942790, 3, false}, { 4, 1.45, 0.0084340373, 1.48220782809787344, 0.588401285807291785, 3, false}, { 5, 1.45, 0.0012557792, 1.67027257283528652, 0.544658406575520782, 3, false}, { 6, 1.45, 0.00022370851, 1.77476925320095469, 0.528379058837890714, 3, false}, { 7, 1.45, 4.1620796e-05, 1.81916283501519116, 0.522077687581380068, 3, false}, { 8, 1.45, 7.7564435e-06, 1.87167646620008665, 0.516175079345702947, 3, false}, { 9, 1.45, 1.4751791e-06, 1.90793134901258621, 0.512265777587890381, 3, false}, {10, 1.45, 2.8396575e-07, 1.93040042453342009, 0.510135142008463660, 3, false}, {11, 1.45, 4.9998671e-08, 1.91693539089626719, 0.511350250244140492, 3, false}, {12, 1.45, 9.0073681e-09, 1.93405948215060786, 0.509625498453776027, 3, false}, {13, 1.45, 1.6571393e-09, 1.95315670437283018, 0.507810211181640714, 3, false}, {14, 1.45, 3.8188569e-10, 1.96678585476345469, 0.506616465250650960, 3, false}, {15, 1.45, 2.2273757e-10, 1.99709150526258683, 0.504047902425130090, 3, false}, //{16, 1.45, 3.7020618e-10, 2.03698679606119848, 0.500698598225911340, 3, false}, { 4, 1.50, 0.007153168, 1.55200220743815076, 0.577678934733072857, 3, false}, { 5, 1.50, 0.00096496355, 1.71065928141276036, 0.543058522542317568, 3, false}, { 6, 1.50, 0.00016175042, 1.81697709825303821, 0.527150217692057388, 3, false}, { 7, 1.50, 2.7200495e-05, 1.87820756700303804, 0.519385019938151005, 3, false}, { 8, 1.50, 4.870632e-06, 1.91592831081814241, 0.515136464436848796, 3, false}, { 9, 1.50, 8.4997625e-07, 1.94864722357855880, 0.511623891194661340, 3, false}, {10, 1.50, 1.5476196e-07, 1.96809505886501723, 0.509795888264973684, 3, false}, {11, 1.50, 2.674505e-08, 1.95902014838324612, 0.510626475016276227, 3, false}, {12, 1.50, 4.5144856e-09, 1.97183990478515603, 0.509373728434244777, 3, false}, {13, 1.50, 6.8283968e-10, 1.97394731309678861, 0.508898671468098862, 3, false}, {14, 1.50, 1.4599734e-10, 1.99087371826171844, 0.507419077555338438, 3, false}, {15, 1.50, 7.5296568e-11, 2.02536807590060741, 0.504684193929036407, 3, false}, //{16, 1.50, 1.1397531e-10, 2.06267479790581598, 0.501650238037109619, 3, false}, { 4, 1.55, 0.0061063505, 1.61562355889214393, 0.568545023600260491, 3, false}, { 5, 1.55, 0.00077545834, 1.74115142822265612, 0.542447662353515714, 3, false}, { 6, 1.55, 0.00012241785, 1.84778255886501697, 0.526968638102213394, 3, false}, { 7, 1.55, 1.9482436e-05, 1.91922556559244795, 0.518272145589192546, 3, false}, { 8, 1.55, 3.3063667e-06, 1.96090749104817696, 0.513719431559244599, 3, false}, { 9, 1.55, 5.2461237e-07, 1.96196679009331620, 0.513517506917317901, 3, false}, {10, 1.55, 8.8404119e-08, 1.99232838948567714, 0.510506439208984419, 3, false}, {11, 1.55, 1.4562607e-08, 2.00348086886935883, 0.509428660074869644, 3, false}, {12, 1.55, 2.4387385e-09, 2.01106753879123179, 0.508689626057942546, 3, false}, {13, 1.55, 3.5106362e-10, 1.99755028618706554, 0.509466298421224040, 3, false}, {14, 1.55, 6.4089206e-11, 2.01755388047960027, 0.507781219482421942, 3, false}, {15, 1.55, 2.6815991e-11, 2.04735599093966991, 0.505527496337890736, 3, false}, //{16, 1.55, 3.6018465e-11, 2.08681488037109375, 0.502400461832681944, 3, false}, { 4, 1.60, 0.0051412093, 1.66557473076714380, 0.562941996256510202, 3, false}, { 5, 1.60, 0.00063416881, 1.76781667073567705, 0.542211151123046964, 3, false}, { 6, 1.60, 9.4423474e-05, 1.87210167778862813, 0.527448781331380179, 3, false}, { 7, 1.60, 1.3996366e-05, 1.95363786485460023, 0.517866770426432477, 3, false}, { 8, 1.60, 2.2758598e-06, 1.99141828748914929, 0.513874053955077903, 3, false}, { 9, 1.60, 3.3403057e-07, 1.98512217203776031, 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2.34172736273871562, 0.508011372884114687, 3, false}, {14, 2.35, 6.6065931e-14, 2.35412190755208384, 0.507126871744791652, 3, false}, {15, 2.35, 2.4012349e-14, 2.35584513346354107, 0.507138061523437322, 3, false}, {16, 2.35, 2.4399231e-14, 2.42357499864366321, 0.502361297607421875, 3, false}, { 4, 2.40, 0.00087048784, 2.00592770046658009, 0.548258209228515314, 3, false}, { 5, 2.40, 8.2266738e-05, 2.14426320393880232, 0.529153188069661606, 3, false}, { 6, 2.40, 7.7433845e-06, 2.21353166368272536, 0.521029408772786695, 3, false}, { 7, 2.40, 7.3185707e-07, 2.29392649332682330, 0.513477325439453236, 3, false}, { 8, 2.40, 6.7906614e-08, 2.30989430745442670, 0.512092336018880268, 3, false}, { 9, 2.40, 6.4461408e-09, 2.33141225179036482, 0.510267893473307144, 3, false}, {10, 2.40, 5.8576773e-10, 2.34538455539279589, 0.509139251708984220, 3, false}, {11, 2.40, 5.5096404e-11, 2.36717105441623232, 0.507470448811848884, 3, false}, {12, 2.40, 5.2638546e-12, 2.37904713948567714, 0.506586964925130334, 3, false}, {13, 2.40, 4.7890714e-13, 2.33895043267144098, 0.509288279215494799, 3, false}, {14, 2.40, 5.2262697e-14, 2.35107828776041705, 0.508315022786458126, 3, false}, {15, 2.40, 2.0930731e-14, 2.37529296874999973, 0.505843098958333126, 3, false}, {16, 2.40, 2.0700099e-14, 2.42124565972222161, 0.504003906250000133, 3, false}, { 4, 2.45, 0.00082508682, 2.01244015163845535, 0.548992156982421986, 3, false}, { 5, 2.45, 7.6964398e-05, 2.14864959716796866, 0.530002593994140625, 3, false}, { 6, 2.45, 7.0753467e-06, 2.23052520751953054, 0.520584869384765669, 3, false}, { 7, 2.45, 6.3897015e-07, 2.30423973931206483, 0.513812510172525938, 3, false}, { 8, 2.45, 5.7196036e-08, 2.31863352457682304, 0.512532806396484242, 3, false}, { 9, 2.45, 5.2826195e-09, 2.33694373236762143, 0.510904693603515647, 3, false}, {10, 2.45, 4.8663691e-10, 2.36320241292317723, 0.508957163492838260, 3, false}, {11, 2.45, 4.4807014e-11, 2.38042721218533027, 0.507595062255859042, 3, false}, {12, 2.45, 4.1839375e-12, 2.38868526882595456, 0.506927235921224018, 3, false}, {13, 2.45, 3.845637e-13, 2.33679080539279571, 0.511076100667317568, 3, false}, {14, 2.45, 4.0956394e-14, 2.35007866753472294, 0.509834798177083215, 3, false}, {15, 2.45, 1.8479256e-14, 2.34827524820963562, 0.509776051839192723, 3, false}, {16, 2.45, 1.7927619e-14, 2.45225253634982643, 0.503007507324218950, 3, false}, { 4, 2.50, 0.00079279905, 2.01718461778428892, 0.549589284261067679, 3, false}, { 5, 2.50, 7.3317529e-05, 2.15946265326605946, 0.529833730061848529, 3, false}, { 6, 2.50, 6.4884782e-06, 2.25309499104817679, 0.519467417399088638, 3, false}, { 7, 2.50, 5.749415e-07, 2.30846947564019045, 0.514437103271484064, 3, false}, { 8, 2.50, 5.0363914e-08, 2.33213212754991250, 0.512434641520182366, 3, false}, { 9, 2.50, 4.5804732e-09, 2.35149417453342036, 0.510761769612630090, 3, false}, {10, 2.50, 4.201735e-10, 2.37159847683376723, 0.509220123291015292, 3, false}, {11, 2.50, 3.7877442e-11, 2.38795047336154509, 0.507892100016275494, 3, false}, {12, 2.50, 3.5189578e-12, 2.39123280843099018, 0.507511138916015181, 3, false}, {13, 2.50, 3.2547081e-13, 2.39824133978949661, 0.506931304931640403, 3, false}, {14, 2.50, 3.6529298e-14, 2.37836642795138831, 0.508345540364583459, 3, false}, {15, 2.50, 1.6499646e-14, 2.43243543836805465, 0.504073079427083348, 3, false}, {16, 2.50, 1.6277483e-14, 2.46149902343749982, 0.503055826822916718, 3, false}}; template T esknew (T v, T beta, T e0) { auto tmp = (1-v)*(1+v); auto tmp2 = tmp>=0; return tmp2*exp(beta*(pow(tmp*tmp2, e0)-1)); } const KernelParams &getKernel(size_t idx) { MR_assert(idx selectKernel(size_t idx) { MR_assert(idx(supp, supp+3, lam, GLFullCorrection(supp, lam)); } double bestEpsilon(size_t ndim, bool singleprec, double ofactor_min, double ofactor_max) { MR_assert((ndim>=1) && (ndim<=3), "bad dimensionality"); double res = 1000.; for (const auto &krn:KernelDB) if ((krn.ndim==ndim) && (krn.singleprec==singleprec) && (krn.epsilon<=res) && (krn.ofactor<=ofactor_max) && (krn.ofactor>=ofactor_min)) res = krn.epsilon; MR_assert(res<1000., "no appropriate kernel found"); return res; } }}