diff options
Diffstat (limited to 'include')
| -rw-r--r-- | include/weights.c | 948 |
1 files changed, 479 insertions, 469 deletions
diff --git a/include/weights.c b/include/weights.c index 3015b6c..3b42199 100644 --- a/include/weights.c +++ b/include/weights.c @@ -1,386 +1,386 @@ #include "weights.h" const float conv2d_weights[KERN_NUM][KERN_SIZE][KERN_SIZE][KERN_CHAN] = -{{{{ 1.81382263e+00, -6.17448501e-02, -2.02996172e-02, 3.55813980e-01, - -7.20888734e-01, 3.45006615e-01, -1.94443107e-01, -1.01069296e-02}, - { 4.05523330e-01, -3.54243182e-02, 1.80591613e-01, -5.73493028e-03, - 4.12226737e-01, 2.16982618e-01, -9.86536592e-02, -1.00696063e+00}, - { 1.76611274e-01, -8.16403627e-02, -2.52598450e-02, 5.18790558e-02, - -4.21090424e-01, 3.11611623e-01, 2.66091108e-01, 1.80108190e-01}}, +{{{{ 3.22002387e+00, -1.19958781e-02, 1.63145214e-01, 4.40203352e-04, + -3.12243670e-01, 1.05316639e+00, -5.56169212e-01, 1.06530793e-01}, + { 7.60766804e-01, 4.87934239e-02, 1.54332414e-01, 5.89295328e-01, + 1.96197629e-01, -3.76029551e-01, -1.16451514e+00, 4.62258577e-01}, + { 3.33170801e-01, -6.14581769e-03, 2.13005111e-01, 1.39027173e-02, + -1.91834226e-01, 2.96677440e-01, 4.95096385e-01, -7.20750213e-01}}, - {{ 4.34649199e-01, -1.09809510e-01, -1.18166856e-01, -1.30670175e-01, - 6.14232063e-01, -4.32870924e-01, 3.65198672e-01, -1.78524941e-01}, - { 7.76985511e-02, 7.64516294e-02, 5.82094081e-02, 3.28545161e-02, - 5.50637022e-02, -4.88073021e-01, 3.87672454e-01, -4.70095873e-01}, - { 3.45207602e-02, 5.02801724e-02, 8.49491283e-02, -4.59335744e-02, - -1.89264163e-01, 4.08777237e-01, 5.23727797e-02, -4.51110214e-01}}, + {{ 7.05021262e-01, -3.49166781e-01, -3.21705104e-03, 1.16587900e-01, + 1.21458888e-01, 2.26560757e-01, 5.95227361e-01, -8.58160794e-01}, + { 1.56025127e-01, 2.96732843e-01, 1.17129862e-01, 1.53764918e-01, + -2.25643158e-01, -7.73285553e-02, -2.54887968e-01, 8.65052581e-01}, + { 2.55076103e-02, 1.28373140e-02, 5.72768636e-02, 9.45315436e-02, + 1.35395616e-01, -3.47645015e-01, 5.40576994e-01, 8.76072049e-01}}, - {{ 1.60295188e-01, -1.61741972e-02, 2.53490388e-01, 3.12062856e-02, - -1.37970626e-01, -5.53297937e-01, 2.72340983e-01, 7.70043060e-02}, - { 5.55984564e-02, 7.74100795e-02, -7.93483704e-02, 1.01592690e-01, - 5.13315424e-02, -6.84618279e-02, 8.56442563e-03, -3.37338239e-01}, - {-3.86886038e-02, -4.89990041e-02, -1.41153529e-01, 3.94541621e-02, - 4.76787146e-03, 3.71322066e-01, 4.86769825e-01, 4.36278395e-02}}}, + {{ 1.56066567e-01, -3.21597271e-02, -1.08361825e-01, 1.57417402e-01, + -5.53307652e-01, -2.42216796e-01, -5.20174921e-01, 1.40398681e+00}, + { 4.50078547e-02, 1.66498855e-01, -1.24432757e-01, 1.56218350e-01, + 5.44345528e-02, 3.85034561e-01, 4.91900705e-02, -9.90016520e-01}, + {-9.58847627e-02, 9.39999148e-02, -1.66272581e-01, 3.04683596e-01, + -9.32713747e-02, 1.17395027e-02, 6.05836026e-02, 6.11033022e-01}}}, - {{{-7.22659945e-01, -7.37702176e-02, -2.46035874e-01, -2.12574124e-01, - -4.26105559e-02, 4.94114906e-01, -3.44822645e-01, -7.93462768e-02}, - { 2.85743654e-01, -9.24606398e-02, -2.21907794e-01, 3.74296978e-02, - -1.11732870e-01, -1.82724208e-01, -7.28873014e-01, 8.30472171e-01}, - {-4.49777208e-02, -1.56974807e-01, 1.22610651e-01, -8.98701921e-02, - -3.84489477e-01, -8.17692697e-01, -3.81672114e-01, -6.73683286e-02}}, + {{{-6.68670475e-01, 6.71034455e-02, 1.06246598e-01, -1.02926313e-03, + -1.40148411e-02, -1.09288335e-01, -3.48774582e-01, -4.52367514e-01}, + {-4.53696214e-02, 8.41210186e-02, -1.51167795e-01, -1.70446754e-01, + 4.70774889e-01, -3.16448987e-01, -9.60730612e-01, 6.48768365e-01}, + { 6.14417270e-02, -5.36045665e-03, -6.54293224e-02, 7.09201097e-02, + -6.75887704e-01, -6.47643507e-01, 1.84152293e+00, 1.14347994e+00}}, - {{ 1.55393749e-01, -8.24253187e-02, -6.11686520e-02, 4.46859121e-01, - -3.13772649e-01, 1.07980080e-01, -1.67818740e-01, 1.04399347e+00}, - { 7.54198074e-01, 1.84360489e-01, -2.48435676e-01, -9.03770477e-02, - -4.84233677e-01, 2.18532890e-01, 1.19365491e-01, 1.99928865e-01}, - { 2.51097828e-01, -5.86853363e-02, -5.61194755e-02, 1.94647029e-01, - 6.75616980e-01, -3.50566238e-01, 2.35771965e-02, -3.92011166e-01}}, + {{ 2.07185164e-01, -1.87005296e-01, 6.85471520e-02, 8.64909068e-02, + -2.84711570e-01, 1.20670080e+00, -2.76946779e-02, 7.92812288e-01}, + { 1.26099622e+00, -1.53691769e-02, -1.42587245e-01, -1.96170598e-01, + -2.17642665e+00, 1.00131476e+00, 3.33649307e-01, -2.58410841e-01}, + { 5.33091664e-01, 4.15606409e-01, -1.16866743e-02, 1.17851757e-01, + -2.33314991e-01, -3.63689691e-01, 8.10164213e-01, -3.99321645e-01}}, - {{-1.30371436e-01, -8.79338458e-02, 2.13596150e-02, -4.36930537e-01, - 2.32340872e-01, -6.53347492e-01, -7.43651628e-01, 1.28387839e-01}, - { 1.18575945e-01, -1.91026181e-01, 2.84664124e-01, 1.98040247e-01, - 1.80904165e-01, -3.80988985e-01, 4.83717233e-01, -3.35697442e-01}, - {-7.64589787e-01, 9.53610912e-02, -1.31913126e-01, -2.93790072e-01, - -9.38873366e-02, 1.66703746e-01, 4.80577499e-01, -4.85677034e-01}}}, + {{-1.01983257e-01, 8.00757785e-04, -9.82282013e-02, -7.02989893e-03, + 3.88421744e-01, -8.31545949e-01, -1.05881906e+00, 9.75748718e-01}, + { 2.35047698e-01, 7.12820739e-02, 3.07345808e-01, -2.49809429e-01, + -1.43844947e-01, -1.33448231e+00, -2.43890896e-01, 4.11434114e-01}, + {-1.38443041e+00, 2.48345986e-01, 4.54611517e-03, -2.43231401e-01, + -4.74986613e-01, 6.11505210e-01, -8.98080021e-02, 1.81999385e+00}}}, - {{{-9.76476744e-02, -4.42359187e-02, 1.01577751e-01, 6.05061017e-02, - 2.49118451e-02, -1.30084962e-01, -3.26224208e-01, -2.28577167e-01}, - { 2.00078964e-01, 1.88987672e-01, -1.73119441e-01, 1.90806374e-01, - -5.49095832e-02, 2.69428998e-01, 3.05096388e-01, -4.14597154e-01}, - {-1.73559889e-01, -3.55761014e-02, -4.18136915e-04, -1.83125705e-01, - -1.08302817e-01, 4.91367579e-01, 6.99641585e-01, 7.04669893e-01}}, + {{{ 5.32188453e-02, -2.95376945e-02, 1.55034065e-01, 9.27138794e-03, + 1.43997401e-01, 1.73672944e-01, -3.40331525e-01, -2.57769644e-01}, + { 2.65811414e-01, 1.04106456e-01, -1.91205427e-01, -1.35255873e-03, + -1.46733135e-01, -3.17390442e-01, -4.98202205e-01, 7.61738896e-01}, + {-1.96280912e-01, -1.82373047e-01, 3.71632278e-02, -1.42186090e-01, + -7.65783489e-02, 1.06624469e-01, 4.18590277e-01, 8.38926196e-01}}, - {{ 1.38287887e-01, 2.33138110e-02, -8.34276602e-02, 5.70443049e-02, - -3.55922222e-01, -1.57957062e-01, -8.62441733e-02, 3.58125508e-01}, - {-1.23178434e+00, -1.06494069e-01, -1.16920672e-01, -1.19429812e-01, - -1.35495052e-01, -1.30589530e-01, -9.19376239e-02, -6.75401911e-02}, - { 6.20700121e-02, -7.48539194e-02, 8.73521809e-03, 5.65708876e-02, - -2.41164699e-01, -1.92829981e-01, -4.64120537e-01, 3.91574055e-01}}, + {{ 3.31864327e-01, -4.01031300e-02, -2.97503676e-02, -1.99983716e-01, + -1.51879340e-01, 1.69545010e-01, 9.81549993e-02, 6.44369006e-01}, + {-2.17242813e+00, -2.37677336e-01, -2.59737391e-03, -9.16160271e-02, + -1.14586568e-02, 8.29459056e-02, -5.00172302e-02, 2.14286432e-01}, + { 8.81209001e-02, -1.55405864e-01, 8.20639879e-02, -5.81092834e-02, + 1.43536091e-01, -2.27859378e-01, 6.49605468e-02, 1.46066761e+00}}, - {{-3.71732414e-02, 1.08441532e-01, -1.64933473e-01, -4.10812944e-01, - -6.00688100e-01, -6.39903784e-01, 6.51518166e-01, -1.07783936e-01}, - { 1.17767453e-01, 9.37041417e-02, -3.04349393e-01, -4.63647805e-02, - -4.27651256e-02, 6.14220202e-01, 5.50451756e-01, -5.24273992e-01}, - {-1.05294056e-01, 6.30296245e-02, 7.77602717e-02, -2.80877315e-02, - -2.12758392e-01, -2.67708808e-01, -4.89131398e-02, -8.90114829e-02}}}, + {{ 5.06610190e-03, 1.10415079e-01, -1.02352537e-01, -1.60453230e-01, + -3.52321774e-01, 2.23530412e-01, -9.08660233e-01, -2.07271886e+00}, + { 1.01898260e-01, 9.48345289e-02, 1.56104947e-02, 4.39548343e-02, + 1.32441744e-02, 8.31526220e-02, -2.34730154e-01, 1.45080495e+00}, + {-2.12114662e-01, -1.11539975e-01, -4.47320472e-03, -2.95809135e-02, + -1.12560324e-01, -3.55113596e-01, -1.15561359e-01, -4.68587279e-02}}}, - {{{ 1.69716850e-01, -2.55313426e-01, 1.91466823e-01, 1.99821278e-01, - 1.71874538e-01, -7.24598169e-01, -5.35788596e-01, 1.56692460e-01}, - { 3.74929234e-02, 1.93969384e-02, 1.41955540e-01, 5.22038974e-02, - 3.56003523e-01, 2.53421158e-01, 3.88426751e-01, 6.84527934e-01}, - { 1.00619063e-01, 1.15048714e-01, 7.05744252e-02, 2.24040359e-01, - 1.40972763e-01, 5.47491789e-01, -7.39927709e-01, -4.43023890e-01}}, + {{{-3.83676320e-01, -4.76051658e-01, -3.65200303e-02, 2.39348978e-01, + 1.80658847e-01, 4.29451048e-01, 4.96237099e-01, 4.10975844e-01}, + {-5.93741238e-03, 3.77813429e-01, -2.59404052e-02, -2.62653045e-02, + 3.34081352e-01, -2.30080932e-01, -1.60955012e-01, 2.55420625e-01}, + {-1.48213953e-01, -9.05745104e-02, 5.69190979e-02, 5.34949265e-02, + 5.97222447e-01, 6.52425811e-02, -1.06460750e+00, -6.17710471e-01}}, - {{ 4.12300676e-01, 1.66425765e-01, -8.91816318e-02, 1.74801946e-01, - -4.25924361e-01, -5.50661266e-01, -5.09270728e-01, 6.52431965e-01}, - {-1.01582623e+00, 9.90000367e-02, -1.14130629e-02, -2.24466711e-01, - 1.40262261e-01, 3.53352755e-01, 1.31098956e-01, 5.96480817e-02}, - { 3.27628851e-01, 1.58019900e-01, -2.02171579e-01, -2.20395073e-01, - -3.18589866e-01, 1.17794558e-01, -1.44226113e-02, 6.23704851e-01}}, + {{ 4.21577960e-01, 4.04462129e-01, -8.18569958e-02, -5.69026709e-01, + -6.28817379e-01, 2.36979112e-01, 1.43410698e-01, 1.11746585e+00}, + {-2.20630527e+00, 3.14983457e-01, 1.78866699e-01, 1.97638333e-01, + 2.99155027e-01, 6.55825615e-01, 2.42680013e-01, -1.99347049e-01}, + { 5.57864189e-01, 1.75776780e-01, -3.98994833e-01, -2.89641201e-01, + -8.16451460e-02, 4.50544685e-01, 4.56952602e-01, 2.20392108e+00}}, - {{ 7.74910092e-01, 1.44923970e-01, -4.98051405e-01, 4.09292907e-01, - -7.11803794e-01, 5.00654876e-01, 4.23880368e-01, -6.57487273e-01}, - { 6.43099368e-01, 4.14413549e-02, -4.35298949e-01, -2.10884571e-01, - 4.96338785e-01, 6.72372222e-01, 9.07573760e-01, 3.73269916e-02}, - { 6.14653707e-01, 1.05300002e-01, 1.03524424e-01, 1.47479668e-01, - -5.37701882e-02, 1.25516698e-01, 7.58001059e-02, -4.53886479e-01}}}, + {{ 4.59210843e-01, -2.59737730e-01, -1.90498367e-01, 6.70286939e-02, + -6.22002959e-01, 7.22078562e-01, -1.22855626e-01, -3.63249898e+00}, + { 1.00896096e+00, -4.42942262e-01, -1.02768444e-01, 2.01820821e-01, + 2.12152645e-01, 2.43589258e+00, 8.80194068e-01, 1.36497605e+00}, + { 8.21331620e-01, -1.29598513e-01, -6.86402768e-02, -4.83318865e-01, + -4.37488139e-01, -9.14400339e-01, 2.16704682e-01, -6.09669805e-01}}}, - {{{-3.09601068e-01, 2.87915040e-02, -1.91507906e-01, -3.23149294e-01, - -2.94652283e-01, -4.40537721e-01, 1.38168499e-01, 2.99517244e-01}, - {-5.22320271e-01, -3.04240108e-01, 3.82195599e-03, -1.90069854e-01, - 1.95273817e-01, 1.98992327e-01, 5.06230593e-01, 5.43064296e-01}, - {-5.40148616e-01, -1.39074236e-01, 1.62187099e-01, 1.46658376e-01, - -3.87521029e-01, -7.28595495e-01, 8.58179703e-02, 1.86314714e+00}}, + {{{-3.62072915e-01, 8.13567862e-02, 1.20238595e-01, 7.35392869e-02, + -6.74268305e-02, -1.82992887e+00, -4.15246129e-01, -4.45490539e-01}, + {-8.31988752e-01, -4.48159516e-01, -1.14059627e-01, -8.15663189e-02, + 3.88508558e-01, -8.66540000e-02, 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2.19575062e-01}}, - {{-2.66825259e-01, -1.94656968e-01, 1.58458009e-01, -9.22030956e-02, - 9.57133472e-02, -4.38521981e-01, 1.17393129e-01, 1.33756042e-01}, - { 3.79780203e-01, 3.55305672e-02, 7.89022371e-02, -7.28399353e-03, - 5.47941588e-02, 3.74796614e-02, -3.67541611e-01, 5.41586876e-01}, - { 4.26705867e-01, -3.25720191e-01, -1.59152672e-02, 7.50712827e-02, - 1.87309876e-01, -1.35928854e-01, -3.34907413e-01, -8.33422780e-01}}}, + {{-3.82574528e-01, -1.14743859e-01, 6.75009983e-03, -1.48896754e-01, + 4.37039316e-01, -6.07845485e-01, 1.24787889e-01, 2.22478032e-01}, + { 8.22211981e-01, 1.09539352e-01, 2.96193492e-02, 2.07039833e-01, + -1.32159382e-01, 6.49281070e-02, -1.46949455e-01, -1.06266215e-01}, + { 7.97062814e-01, -2.51520365e-01, 8.54466483e-02, 4.28307742e-01, + 4.63116914e-01, 6.79925501e-01, -7.81385183e-01, 1.68637562e+00}}}, - {{{-5.33025384e-01, -1.20887391e-01, -1.21005885e-01, -3.21123332e-01, - -2.54327416e-01, 1.33733973e-01, 8.81731659e-02, 8.46489370e-02}, - 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-1.02561586e-01, -3.06452036e-01, - -3.79184633e-01, -3.08637396e-02, 2.53010869e-01, -1.04219425e+00}, - { 3.62392217e-02, 8.23578425e-03, 9.65687260e-02, -4.03360277e-01, - -1.51372984e-01, -4.25121039e-01, -1.49299949e-01, 4.72940534e-01}}, + {{ 9.31403100e-01, -2.41866589e-01, -7.58468658e-02, 3.15213740e-01, + 1.59160972e-01, -9.81798291e-01, -6.58214390e-01, -2.75195628e-01}, + { 1.43477544e-01, 1.97372511e-01, -5.40715978e-02, -8.79158080e-02, + -3.91338140e-01, 2.81472921e-01, -1.19892728e+00, -1.30714452e+00}, + {-2.86273956e-02, -2.28736419e-02, 1.08783737e-01, 1.52137235e-01, + 1.42992079e-01, -2.83234622e-02, -3.97559494e-01, 3.22613448e-01}}, - {{ 1.54957187e+00, 7.01811388e-02, 2.28778854e-01, 6.92693949e-01, - 2.79489309e-01, 9.98549104e-01, 5.84509134e-01, -9.55656230e-01}, - { 4.60879833e-01, -6.47888184e-02, 2.55848914e-01, 1.22610919e-01, - -1.86313540e-01, -1.28709629e-01, -3.81549485e-02, 3.65997910e-01}, - { 3.37897182e-01, 1.07021652e-01, 2.48739094e-01, 1.09310765e-02, - 1.14811741e-01, -8.72365892e-01, -6.26346886e-01, 4.92309988e-01}}}, + {{ 2.92765069e+00, 4.61527109e-02, 1.61985189e-01, 6.34857535e-01, + 2.83720106e-01, 1.53733635e+00, -7.45506287e-02, -1.24133325e+00}, + { 8.14053357e-01, 8.49511623e-02, 1.29582316e-01, 3.91920924e-01, + -6.14403784e-01, -1.01648593e+00, -1.71371177e-01, 1.67516816e+00}, + { 4.61551815e-01, 8.83984193e-02, 1.38014182e-01, 4.58979875e-01, + 8.98927510e-01, -8.47826421e-01, -5.90612710e-01, -2.80006528e-02}}}, - {{{-2.67183304e-01, -5.13054244e-02, 1.10001557e-01, -8.68187845e-02, - 3.73162240e-01, -1.97077066e-01, 9.41629782e-02, 2.29784518e-01}, - { 7.68801093e-01, 2.23866150e-01, -7.72113800e-02, 3.22233588e-01, - 1.26751646e-01, 2.79466901e-02, -6.80734694e-01, 5.65404952e-01}, - { 5.42101264e-01, -3.61608565e-01, 3.88732925e-02, -3.20059657e-02, - 5.58183230e-02, 6.21067062e-02, 6.28159285e-01, -4.02913064e-01}}, + {{{-5.49196899e-01, -2.94839323e-01, 2.43404344e-01, 2.12202474e-01, + 7.40264773e-01, 9.28613782e-01, -3.53000537e-02, 8.15537453e-01}, + { 7.71055579e-01, 2.76388258e-01, -2.10907713e-01, 1.49582878e-01, + 4.44764644e-02, 1.62495583e-01, -8.07855904e-01, 4.67749029e-01}, + { 5.12408853e-01, -3.14771146e-01, 1.23099245e-01, -1.18058458e-01, + -1.13311149e-01, 2.22152367e-01, 1.01618469e+00, 3.88688445e-01}}, - {{-3.71150553e-01, 1.15336873e-01, -7.81580210e-02, -2.06471309e-01, - -3.12797397e-01, -1.60270557e-01, 1.50310606e-01, 9.85698700e-01}, - {-4.42093126e-02, -5.25581017e-02, 1.05421441e-02, 6.82399794e-02, - 1.65032893e-02, -1.82509676e-01, -1.13466941e-01, 2.91270375e-01}, - { 5.68564475e-01, 1.52284697e-01, -1.05581142e-01, 1.00603722e-01, - 1.97721064e-01, 4.71104115e-01, -6.43181264e-01, 1.28219463e-02}}, + {{-6.07152104e-01, 1.01354077e-01, -2.88916398e-02, -6.79135442e-01, + -1.58582723e+00, -4.50419724e-01, -3.62477541e-01, 5.83622098e-01}, + {-3.39818560e-02, -9.61882621e-02, 1.73020348e-01, -2.82337755e-01, + -7.85595477e-01, 1.13483763e+00, 7.36784995e-01, -5.44427872e-01}, + { 8.42878163e-01, 1.44036323e-01, -9.66093317e-02, -1.18700415e-01, + -7.69310817e-02, 2.90072411e-01, -3.20028335e-01, 4.60734665e-01}}, - {{-2.50990599e-01, -3.11961006e-02, 9.88456085e-02, -1.07780978e-01, - -1.29823744e-01, -3.34958464e-01, -2.90883005e-01, -4.78457868e-01}, - {-2.98027247e-01, 7.01402351e-02, 1.59025639e-01, -3.48071679e-02, - -1.87343866e-01, 1.05067849e-01, 2.70279020e-01, 2.32541144e-01}, - {-4.47576702e-01, -6.58798367e-02, 1.70290396e-01, -1.90611050e-01, - -1.50968237e-02, -1.64050590e-02, 4.36929137e-01, -4.57131714e-02}}}, + {{-6.89045250e-01, -3.31159309e-02, 8.88695568e-03, -4.34295177e-01, + 4.18913603e-01, -8.76167044e-03, -5.32401741e-01, 8.99876505e-02}, + {-7.31027544e-01, -1.47302806e-01, 2.38721222e-01, -6.37214184e-01, + -7.63095379e-01, 2.17491295e-02, -3.94655049e-01, 9.43311274e-01}, + {-1.11536229e+00, -5.03360391e-01, 4.07454431e-01, -1.80232719e-01, + 1.61929429e-01, 6.40496910e-01, 1.12561131e+00, 4.51332182e-01}}}, - {{{-6.21014774e-01, 3.60825181e-01, 5.75833116e-03, 9.58655775e-03, - -2.43586779e-01, -1.42177153e+00, 1.14244767e-01, -2.53500859e-03}, - {-7.23465383e-01, -3.19695055e-01, 3.71080115e-02, -3.53283405e-01, - -2.67390996e-01, 5.18120706e-01, 2.41060928e-01, 1.01712503e-01}, - {-2.11947069e-01, -1.67621419e-01, 1.29131928e-01, 1.92767397e-01, - 2.55501807e-01, -4.72162426e-01, 1.83085769e-01, 6.40880883e-01}}, + {{{-1.17248356e+00, 5.05556345e-01, 1.31983191e-01, -2.68350303e-01, + -4.10162956e-01, -2.38902855e+00, 8.61012220e-01, -8.09116736e-02}, + {-1.20688140e+00, -2.48644635e-01, 5.21610901e-02, -5.39968073e-01, + -9.37552392e-01, 1.04041779e+00, 4.69995052e-01, -7.22612858e-01}, + {-3.99193376e-01, -1.27497926e-01, 1.07034080e-01, 2.30822951e-01, + 2.63254702e-01, 9.47170675e-01, -2.96519399e-01, -1.20737243e+00}}, - {{ 1.26888084e+00, 4.03576083e-02, -5.52056879e-02, 1.11588702e-01, - -7.62607604e-02, -7.10623562e-02, 1.97726175e-01, -2.11549968e-01}, - {-2.29639798e-01, 3.56153920e-02, 2.09329188e-01, -1.74934596e-01, - -1.06279226e-02, 2.30062231e-01, 2.81267017e-01, 7.37523735e-01}, - {-1.70255393e-01, -5.29302023e-02, -7.29983822e-02, -1.22825891e-01, - -3.56258214e-01, -6.76545948e-02, -8.04257452e-01, 5.88971913e-01}}, + {{ 2.31636190e+00, 2.63283312e-01, -1.24940842e-01, 2.84713507e-02, + 2.86975265e-01, 3.46399665e-01, -1.41210064e-01, -8.61360371e-01}, + {-1.50133803e-01, 1.89346567e-01, 1.69605181e-01, 2.23367453e-01, + 1.99515149e-01, -3.80628645e-01, -1.42401457e+00, -2.89443791e-01}, + {-3.03705990e-01, -1.91742599e-01, -2.11574450e-01, -2.35194236e-01, + -4.86539930e-01, -6.21820211e-01, -5.51964521e-01, -1.58747125e+00}}, - {{ 3.71815145e-01, 1.65929705e-01, -1.52488187e-01, 1.51925117e-01, - -9.74954888e-02, 7.31827989e-02, -2.81021595e-01, -1.11116126e-01}, - { 1.09147511e-01, 7.07972571e-02, -2.19236463e-02, -1.07040465e-01, - 3.06175828e-01, -1.02338016e-01, 4.07466769e-01, -5.77884316e-01}, - {-7.56632388e-02, -3.11529487e-02, 3.67701977e-01, 1.10478930e-01, - 2.16859043e-01, 1.91465944e-01, -3.10076237e-01, -7.00910032e-01}}}}; + {{ 6.76872551e-01, 5.42437024e-02, 2.79852506e-02, 1.72816869e-02, + 1.21914990e-01, -2.74587065e-01, 9.28947389e-01, -2.08623141e-01}, + { 3.03740948e-01, 5.65792955e-02, -2.23536026e-02, 3.68307620e-01, + 1.54003762e-02, -2.10218400e-01, -1.45906702e-01, -5.75239599e-01}, + { 6.19689189e-03, -1.28854411e-02, 1.51547964e-03, 4.16112803e-02, + 4.14839774e-01, -2.34749809e-01, 3.66696715e-01, 4.70141768e-01}}}}; const float conv2d_biases[KERN_NUM] = -{-0.40908864, 0.32289737, 0.42406535, -0.71028644, 0.47886714, 0.4139671, - 0.28417084, 0.33587578, -0.0525237, -0.37667695, 0.6045344, -0.6406937, }; +{-0.6726902, 0.62370354, 0.79375905, -1.099685, 0.84447175, 0.7092122, + 0.7070272, 0.04809282, -0.3364996, -0.84318006, 0.88969225, -1.0241284, }; const float dense1_weights[DENSE1_NUM][CONV_NUM+2] = -{{ 1.37362957e-01, 5.00342190e-01, 5.08328080e-01, -5.38617730e-01, - 2.72359431e-01, 1.09500207e-01, 3.85996014e-01, 3.99541616e-01, - 2.37991765e-01, 6.80024862e-01, -1.04586435e-02, -1.70468539e-02, - -9.54133831e-03, 5.83076715e-01, 6.09104156e-01, -2.76687115e-01, - 3.00187409e-01, 8.22799802e-01, -7.84223258e-01, 2.47395217e-01, - -2.59695761e-02, -1.40382901e-01, -3.28695029e-01, -3.99489492e-01, - -7.12684810e-01, 1.49495527e-01, 3.51055145e-01, -6.63858056e-01, - 3.42117846e-02, 3.15081477e-01, -1.22586310e+00, -1.99017242e-01, - 1.40557334e-01, -1.35523999e+00, 2.96314120e-01, -1.04490423e+00, - -8.74902964e-01, -2.79318057e-02, -3.36574018e-02, -7.09178329e-01, - -2.08895560e-02, 6.21441841e-01, 3.16508263e-02, -6.05247021e-02, - -5.29469430e-01, -1.44090623e-01, -5.52623987e-01, -1.44077349e-03, - 9.09014791e-02, 4.86310929e-01, 2.41779879e-01, -3.23026121e-01, - -6.37899712e-02, 3.19764853e-01, -2.35746637e-01, -1.31055206e-01, - -2.43397519e-01, -4.03634384e-02, -6.02862716e-01, -8.64185244e-02, - 3.26159358e-01, 9.88859057e-01, 3.24078381e-01, -1.25291094e-01, - -5.81445575e-01, 3.20221275e-01, -6.00455582e-01, -1.78117201e-01, - -2.50241440e-03, -1.33738577e+00, -6.70495570e-01, -3.33757699e-01, - -4.77450103e-01, 4.81960744e-01, 2.79317945e-01, -5.35632782e-02, - -2.99595922e-01, -1.76748708e-01, -4.37446162e-02, 4.99590039e-01, - -5.90618610e-01, -2.00782970e-01, -7.44394302e-01, 3.30886066e-01, - -2.01498181e-01, 5.32347202e-01, 1.55749336e-01, 6.95559010e-02, - -3.03118110e-01, 4.91770238e-01, 6.76421970e-02, 2.18155235e-01, - -4.85794842e-01, -2.00028345e-01, -2.41765469e-01, -3.17057371e-01, - -2.31957417e-02, 5.62415361e-01, 3.69268835e-01, -3.74382943e-01, - -1.92923710e-01, 4.89305139e-01, -3.64136100e-01, -2.10126534e-01, - 4.00994003e-01, -5.83438158e-01, -1.86870635e-01, -2.98374444e-01, - -2.01698399e+00, 1.73397064e+00}, - {-1.75960988e-01, 6.24426678e-02, 2.55201578e-01, 5.13949692e-01, - -2.29423881e-01, 8.43781084e-02, -4.53894228e-01, 7.17314601e-01, - -1.64033532e-01, 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-3.27517891e+00, -5.25857210e-01, 9.74201381e-01, + -9.26621795e-01, 5.65069199e+00}, {-2.26480588e-01, -9.48492363e-02, -1.59808084e-01, 7.68556297e-02, -6.00935444e-02, -1.41509056e-01, 1.10882521e-01, -1.84040084e-01, 3.66522148e-02, -2.03539915e-02, -3.81615572e-03, -9.02483687e-02, @@ -409,152 +409,162 @@ const float dense1_weights[DENSE1_NUM][CONV_NUM+2] = 1.15886472e-01, -1.95676282e-01, 6.66201860e-02, -1.05874715e-02, -3.07851970e-01, 1.07952118e-01, -1.09431870e-01, 2.83375215e-02, -7.67975999e-03, -5.02202921e-02}, - {-1.19677174e+00, 2.07775071e-01, -1.35826573e-01, 1.57671630e-01, - 2.07909837e-01, -3.24107409e-01, -4.86112326e-01, 1.26239872e+00, - -3.74532521e-01, -8.18255022e-02, 5.82791746e-01, 7.01266587e-01, - -4.02263433e-01, -2.36417964e-01, -1.42254025e-01, 1.94384232e-01, - 3.10412675e-01, -2.79348016e-01, -3.00181121e-01, 6.21490896e-01, - 2.93008778e-02, 2.40030676e-01, 1.82841703e-01, -4.37447101e-01, - 2.48002142e-01, -5.07788837e-01, -1.50401309e-01, 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-4.94912088e-01, 5.11961460e-01, - -5.30432284e-01, 2.63289571e-01, 2.69054294e-01, -5.01006842e-01, - 1.06919415e-01, 2.82014519e-01, 1.41792580e-01, 3.00768137e-01, - -1.56056374e-01, -1.91993900e-02, -5.85392833e-01, 1.59248754e-01, - -7.02681959e-01, 6.28954649e-01, 5.83090603e-01, -6.36453032e-01, - 1.26457945e-01, 4.22894061e-01, -2.09195837e-01, 1.36676952e-01, - -2.76034116e-03, 1.66151449e-01, 4.19363612e-03, -1.90333113e-01, - -6.26128614e-01, 3.13621938e-01, 7.61276662e-01, -8.09811234e-01, - -2.10724205e-01, 2.12539256e-01, -7.36580715e-02, 2.91319698e-01, - -4.61813062e-01, -1.53602079e-01, -6.05353825e-02, 9.28501114e-02, - -7.49989077e-02, 5.01172841e-01, 1.70161977e-01, -9.15552303e-02, - 5.98298088e-02, 4.06503588e-01, -9.98118706e-03, -2.46784687e-01, - -5.09522669e-03, -1.57851413e-01, -5.05397260e-01, -1.79132476e-01, - -5.55939913e-01, 2.31670991e-01, 1.30676955e-01, -5.13079226e-01, - -1.54963091e-01, 7.20666945e-02, -1.70447662e-01, 1.53136119e-01, - -4.35610652e-01, 3.76359195e-01, -2.70249784e-01, 4.24857795e-01, - -2.39315301e-01, 2.80272573e-01, 7.74070859e-01, -1.01453698e+00, - -3.67089927e-01, -5.81057549e-01, -4.47123200e-02, -5.62568195e-02, - 1.75010353e-01, -1.84139416e-01, -8.70000899e-01, 3.53195250e-01, - -1.64040506e+00, 2.43444991e+00}, - {-2.09930754e+00, -3.16657007e-01, -3.80902016e-03, 2.51718193e-01, - 6.27665827e-03, 1.37378182e-02, 4.98592943e-01, -1.12056620e-01, - -2.65114754e-01, -8.06976140e-01, -6.59939110e-01, 1.45673585e+00, - -7.52162933e-01, 1.36758059e-01, 1.03823736e-01, 1.27542228e-01, - 8.82443041e-02, 2.52671212e-01, 8.42995763e-01, -4.72920686e-01, - -3.75595838e-01, 4.41552877e-01, -1.04633130e-01, 5.60365915e-01, - -5.11692882e-01, 9.18254107e-02, 2.42872432e-01, 1.34021986e+00, - -7.20456421e-01, 7.26144314e-01, -3.93823385e-01, -8.61443222e-01, - 2.82727361e-01, 5.33901453e-01, -2.65093725e-02, 2.09396377e-01, - -1.91371310e+00, -9.74596143e-01, -2.10456446e-01, -3.11097261e-02, - -3.95764232e-01, -3.23330849e-01, 2.25240037e-01, -1.64362550e-01, - -2.03845184e-02, 2.38241822e-01, 4.31436718e-01, 8.14466596e-01, - -9.12020922e-01, -4.78015810e-01, 3.05060804e-01, 1.71567991e-01, - -1.03357244e+00, -3.24245125e-01, 5.76956630e-01, 1.31922647e-01, - -7.25970268e-01, 3.56868953e-02, -4.19529319e-01, 2.18610480e-01, - -3.21575761e-01, -1.31316602e-01, -1.57842040e-01, -2.59268701e-01, - -6.27837121e-01, 1.86899573e-01, -2.82086935e-02, 4.35062088e-02, - 3.08260053e-01, -1.14755191e-01, 7.59366378e-02, 4.24230516e-01, - 6.17432058e-01, 3.58161181e-01, 1.92184508e-01, -1.02546558e-01, - -9.68274996e-02, -4.72076125e-02, 4.76688027e-01, 2.96537250e-01, - 9.98084307e-01, -9.53729928e-01, 4.12767351e-01, -5.60775518e-01, - 3.35414350e-01, -1.64752528e-01, 5.09927690e-01, 6.30505756e-02, - 7.06565201e-01, -2.09716424e-01, 5.41431546e-01, 2.69720167e-01, - 6.49793148e-02, 1.06616117e-01, 2.95900315e-01, 3.81521046e-01, - -6.51907802e-01, -7.11427867e-01, 3.49192857e-03, -1.07240856e+00, - -2.49310777e-01, 4.12608504e-01, 1.26951277e-01, 8.86014223e-01, - -1.66801834e+00, 5.11571504e-02, 3.90503444e-02, 7.38117218e-01, - -1.26048625e+00, 1.31001282e+00}, - {-2.54355073e-01, -1.32668033e-01, 6.51276886e-01, -2.88076862e-03, - -2.12075710e-01, -9.41613093e-02, -1.18437254e+00, 1.10122211e-01, - -1.33660762e-02, 1.11149937e-01, 1.53471930e-02, 2.10154615e-02, - -1.64649889e-01, -1.12995453e-01, -1.53158441e-01, -5.19897163e-01, - -1.49121955e-01, 4.40155089e-01, -3.50900777e-02, -7.90458247e-02, - -2.19363943e-01, -2.96223700e-01, 1.75167233e-01, 6.96997583e-01, - -6.03975177e-01, 2.74541304e-02, -1.02811866e-02, 5.24539351e-01, - -1.43397674e-01, 7.90062547e-01, 4.26861405e-01, 1.70445591e-01, - 1.85757160e-01, -1.17542040e+00, -3.71432781e-01, 2.21836809e-02, - -3.47442985e-01, 5.27095377e-01, 5.31395376e-01, -4.63077903e-01, - -2.45516196e-01, 4.00976241e-01, -8.62543106e-01, -5.56372344e-01, - 1.26484002e-03, -1.77832857e-01, -1.03244305e-01, 4.90274519e-01, - -3.71110588e-01, 3.70580345e-01, 3.42226148e-01, -4.95099463e-02, - 1.60847694e-01, -3.27419606e-03, -3.05903167e-01, -4.44491327e-01, - -1.15969121e-01, -3.20238739e-01, -2.01677307e-01, 7.91315883e-02, - 3.97386014e-01, 3.42257142e-01, -3.41343611e-01, 5.78901231e-01, - -4.71776456e-01, 6.68356419e-01, -5.28598875e-02, -6.21465564e-01, - -1.06468713e-02, -1.21710765e+00, 1.04562268e-01, 8.22584704e-03, - -2.84811735e-01, 7.10793674e-01, 6.83270767e-02, -4.34791327e-01, - -1.45960546e+00, -1.55920863e-01, -3.74717176e-01, -3.34002852e-01, - 2.39303493e+00, -1.98473558e-02, 4.35414582e-01, 1.04822338e+00, - -5.46399653e-01, -3.78853083e-01, -1.95444971e-01, -6.04660772e-02, - 1.18456729e-01, 8.50719273e-01, 6.08660579e-01, -6.65269047e-02, - -9.82456148e-01, -8.25576261e-02, -8.30010116e-01, 4.21290964e-01, - -6.06074393e-01, 4.65403765e-01, 4.94329818e-02, 2.66171306e-01, - -5.99339366e-01, 9.18797433e-01, 4.80902284e-01, -1.77804425e-01, - -7.06428066e-02, -7.85392046e-01, -1.40470237e-01, 4.95599568e-01, - -2.27885470e-01, 1.91043198e+00}}; + {-2.35766912e+00, -4.21969146e-01, 7.52349496e-01, -2.22619057e-01, + 2.65159726e-01, -7.78878152e-01, -7.08247721e-01, 2.13973784e+00, + -4.78677511e-01, 2.96459109e-01, 1.33456767e+00, 5.74672937e-01, + -4.51093018e-01, -6.54147565e-01, 4.16326895e-02, -9.00989249e-02, + 2.90420204e-01, 5.03260130e-03, -5.86196333e-02, 1.32142437e+00, + -2.49456376e-01, 1.43985236e+00, 2.97744125e-01, -6.02281451e-01, + -1.02752037e-01, -1.00362921e+00, 3.54094088e-01, -2.70195484e-01, + 7.53303111e-01, 4.44649816e-01, -7.11535096e-01, 4.13080424e-01, + -1.26838374e+00, -8.07890892e-01, 1.81760240e+00, -7.77385890e-01, + -8.08004856e-01, -1.88954517e-01, 5.67462325e-01, -7.87253901e-02, + -1.33925349e-01, 3.91234398e-01, -2.56100655e-01, 1.29783440e+00, + -6.58315063e-01, 1.28029197e-01, 3.02878916e-01, 1.90093711e-01, + -1.16267169e+00, -2.08774835e-01, 1.05592334e+00, -5.65968931e-01, + 5.45865893e-01, 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8.09535325e-01, 1.49920350e-02, -2.32596964e-01, + -5.55050910e-01, 1.75473797e+00, -2.93561876e-01, -3.47452998e-01, + -2.22961113e-01, -9.60053623e-01, 1.99845850e-01, 5.84136546e-01, + -2.63163924e-01, 3.74774694e-01, 3.66895080e-01, 2.26020459e-02, + -6.02428056e-02, 1.23274231e+00, 1.40524685e-01, 2.04127058e-01, + 3.09839517e-01, -1.27744353e+00, -3.24638300e-02, 1.06022668e+00, + -1.03065085e+00, 9.22148108e-01, 1.04448700e+00, -1.16639569e-01, + 4.99452604e-03, 4.73220557e-01, -1.02941775e+00, 9.27828178e-02, + 2.89394706e-01, 1.71967313e-01, 5.57600856e-01, 1.94317400e-01, + -1.40735537e-01, -3.15873176e-01, -8.53042245e-01, -2.78672278e-01, + -5.11245668e-01, 4.42828208e-01, -9.27157521e-01, -1.40158069e+00, + -6.78142846e-01, 4.15949672e-01, -1.14879832e-01, 9.75592494e-01, + -4.14079696e-01, 2.75989115e-01, -9.61177409e-01, -3.94134760e-01, + -3.07030648e-01, 1.39424157e+00, -4.68741477e-01, -1.20246100e+00, + -1.12467691e-01, -1.15071937e-01, -1.04787555e-02, 1.98047996e-01, + -1.24373221e+00, 1.53827500e+00, 8.58824670e-01, -1.20482421e+00, + -2.05878592e+00, -5.58575392e-01, -5.45783222e-01, -1.24241030e+00, + 4.04772043e+00, -1.29117832e-01, 2.70942777e-01, 1.50771618e+00, + -7.40323067e-01, 3.99005949e-01, -4.51060414e-01, -5.31078219e-01, + 2.57586122e-01, 1.51577532e+00, 5.59069753e-01, -2.85644978e-01, + -1.65298009e+00, 1.48590893e-01, -1.69903064e+00, 5.18768251e-01, + -5.51280558e-01, 1.90893978e-01, 4.86778319e-01, 6.33544028e-01, + -1.70680451e+00, 1.06512439e+00, 2.27586508e-01, 1.07062869e-01, + 5.48389971e-01, -8.69866669e-01, -4.15837526e-01, 9.46288824e-01, + 7.28684887e-02, 4.02272367e+00}}; const float dense1_biases[DENSE1_NUM] = -{ 0.0343919, 0.42823663, 0.17002882, 0.13116376, -0.09670635, 0.47296512, - 0.13307726, -0.1140046, -0.075526, }; +{-0.79799366, 0.01163767, 1.8597244, -0.5743726, -0.09670635, 0.03550094, + -0.78059965, -0.9383095, -0.7120952, }; const float dense2_weights[DENSE2_NUM][DENSE1_NUM] = -{{ 0.3719224, 0.0190184, -0.79526824, 0.04026495, 0.30731428, -1.4531635, - 0.54895693, 0.50150335, -0.5690076, }, - { 0.14211822, 0.69363856, -0.6449181, 0.84979934, -0.43917674, 0.0545825, - 0.7005633, 0.21621056, 0.38068777}, - {-0.45802552, -0.6489076, 1.0255368, -0.48100403, -0.20868744, -0.6720798, - 0.5269508, -0.2312513, 0.3621581, }, - {-0.14524806, -1.2437755, -0.73339826, 0.03218526, -0.0901823, -2.9437525, - -0.9220425, -0.00371468, -2.375864, }, - {-0.47517797, -0.28259107, 0.02283247, -0.5157209, -0.56680435, -0.57869416, - -0.1567465, -0.44699878, -0.24908018}, - { 0.38976046, 0.0241016, 0.3154865, 0.29205754, 0.27609015, 0.6107387, - 0.8341912, 0.30235755, -0.26781315}, - {-0.1148174, 0.6933186, 0.3943955, 0.31652793, -0.42009306, -0.05010394, - 0.5539616, -0.00912516, -1.18506, }, - {-0.6670419, 1.0224855, -0.10637252, -0.6296803, -0.21572804, -0.02205098, - -0.8172072, -0.27132753, -0.8620858, }, - {-0.461453, 0.47054294, 0.73540676, -0.4473044, 0.11037436, -0.6437685, - -0.72563654, -0.63299245, -0.44637302}, - { 0.53139395, -0.9501833, -0.5441729, -0.0310953, 0.20063901, 0.2513644, - -0.65562683, -0.70493853, 0.03044084}}; +{{ 4.9377009e-01, 4.1159919e-01, -1.2360531e+00, -6.1356705e-01, + 3.0731428e-01, -3.0378778e+00, 3.2259020e-01, 7.3772782e-01, + -1.3306829e+00}, + { 3.3682245e-01, 8.8559163e-01, -1.2963874e+00, 6.9257963e-01, + -4.3917674e-01, 8.2300633e-02, 7.0318896e-01, 4.3460824e-02, + 5.2840197e-01}, + {-3.9723161e-01, -1.0367485e+00, 1.2175050e+00, -1.7591482e-01, + -2.0868744e-01, -9.5455498e-01, 4.8914757e-01, -3.4355274e-01, + 4.7333950e-01}, + {-1.7412333e-01, -1.2437755e+00, -7.5970018e-01, 1.0108622e-03, + -9.0182304e-02, -2.9437525e+00, -9.2204249e-01, -3.5439637e-02, + -2.3758640e+00}, + {-4.7517797e-01, -2.8259107e-01, 6.0841241e-03, -5.1572090e-01, + -5.6680435e-01, -5.7869416e-01, -1.5674651e-01, -4.4699878e-01, + -2.4908018e-01}, + { 3.9878240e-01, -2.2789301e-01, 4.1710472e-01, 2.5030729e-01, + 2.7609015e-01, 3.4533736e-01, 3.5772675e-01, 7.3537892e-01, + -2.2349510e-01}, + {-5.5221930e-02, 2.4104913e-01, 3.5562322e-01, -1.3319931e-02, + -4.2009306e-01, -2.8060701e-01, 5.1530051e-01, 4.1507748e-01, + -8.8893163e-01}, + {-7.1063203e-01, 1.2859777e+00, 1.4661980e-01, -2.2284582e-01, + -2.1572804e-01, -2.7412307e-01, -4.9955076e-01, -5.7375133e-01, + -1.1503891e+00}, + {-4.6065480e-01, 5.0945193e-01, 1.0477122e+00, -8.4494698e-01, + 1.1037436e-01, -7.9725456e-01, -8.5079151e-01, -6.1352682e-01, + -5.4299176e-01}, + {-9.8208353e-02, -1.6632239e+00, -6.7857897e-01, 3.8586998e-01, + 2.0063901e-01, 2.2067063e-01, 2.4433972e-02, -1.9328713e-01, + -1.3201725e-01}}; const float dense2_biases[DENSE2_NUM] = -{ 0.2634478, -0.58280015, -0.17141049, -0.02734137, -0.11834714, 0.19343804, - 0.37566033, 0.04501253, 0.4110961, -0.44565532}; +{ 0.417327, -0.87613446, 0.6578497, -0.05818594, -0.12370698, 0.20325933, + 0.8986863, -0.94687223, 2.029265, 0.82402563}; const float output_weights[DENSE2_NUM] = -{-0.3869482, -0.6865417, 0.5114585, 1.1603708, -0.42024624, -0.4092974, - 0.39921355, 0.48397884, 0.50213903, -0.95493305}; +{-0.16854496, -0.24643382, 0.21003343, 1.1614361, -0.42013773, -0.14773677, + 0.14799334, 0.16026509, 0.22128905, -2.0002096, }; const float output_bias = --0.1942359; +-0.515012; |