diff options
| -rwxr-xr-x | extract.sh | 4 | ||||
| -rw-r--r-- | include/weights.c | 992 | ||||
| -rw-r--r-- | include/weights.h | 2 | ||||
| -rw-r--r-- | src/pptdb.c | 2 |
4 files changed, 501 insertions, 499 deletions
@@ -6,8 +6,8 @@ query() { query="(size == $1) and (result != '1-0') and (result != '0-1') and (result != '0-0')" selct="" # for player in fwwwwibib archvenison NohatCoder nqeron ManaT rabbitboy84 AaaarghBot; do - for player in NohatCoder AaaarghBot; do - # for player in; do + # for player in NohatCoder AaaarghBot; do + for player in; do # selct="$selct(player_black == '$player') or " selct="$selct(player_black == '$player') or (player_white == '$player') or " done; diff --git a/include/weights.c b/include/weights.c index cd64992..3015b6c 100644 --- a/include/weights.c +++ b/include/weights.c @@ -1,558 +1,560 @@ #include "weights.h" const float conv2d_weights[KERN_NUM][KERN_SIZE][KERN_SIZE][KERN_CHAN] = -{{{{-2.64562517e-01, 4.28551495e-01, 2.34620483e-03, -4.64288473e-01, - 2.82959789e-01, 4.51632142e-01, 1.34786442e-01, 2.10980511e+00}, - {-7.51864910e-01, -4.91615795e-02, 3.69856149e-01, 2.36732006e-01, - -1.32047638e-01, 5.07108927e-01, -7.20444545e-02, -7.67409325e-01}, - {-1.68274510e+00, -3.43981862e-01, 3.09353143e-01, 2.32204795e-01, - -1.08096933e+00, 2.79675543e-01, 1.96408844e+00, -8.94361377e-01}}, +{{{{ 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}}, - {{ 5.98754704e-01, -2.97068041e-02, -2.45049745e-01, -6.14061393e-02, - -5.75697958e-01, -3.35307837e-01, -5.58917880e-01, -6.90872610e-01}, - { 1.68054491e-01, -1.25249043e-01, 2.65817083e-02, -1.11010142e-01, - 4.88624629e-03, 4.12771553e-01, 3.08344781e-01, -4.16247845e-01}, - {-8.10619891e-01, -1.27891779e-01, 3.55440885e-01, -5.98759711e-01, - -4.19923604e-01, 6.57934606e-01, -1.25709772e+00, -1.22553241e+00}}, + {{ 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}}, - {{ 5.15961468e-01, 3.46528576e-03, 3.68483037e-01, -2.02631086e-01, - 2.09685206e-01, 1.82358250e-01, -8.13044965e-01, 5.78988016e-01}, - { 4.35526699e-01, 2.83537626e-01, 4.69814651e-02, -6.55723333e-01, - 5.90504229e-01, -2.30905086e-01, -2.34822363e-01, -1.09230959e+00}, - {-8.27863693e-01, 2.00731799e-01, -2.63157547e-01, 2.04055429e-01, - -7.63548195e-01, 2.89176673e-01, -2.88473934e-01, -2.16721311e-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}}}, - {{{-9.35185432e-01, -1.15620933e-01, 3.45585495e-01, 1.38008028e-01, - -4.13787603e-01, 4.95346516e-01, 4.84150320e-01, -3.17327201e-01}, - {-1.19615221e+00, -3.31517905e-01, -7.92523623e-02, -2.80707806e-01, - -5.12619913e-01, 9.23876286e-01, -1.09373890e-01, 7.60215223e-01}, - {-1.24180818e+00, 3.68042886e-02, -1.80343539e-01, -5.67314804e-01, - 2.95172334e-01, 1.39054567e-01, 8.79854083e-01, 7.68073127e-02}}, + {{{-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}}, - {{-3.81665260e-01, 2.46248335e-01, 6.20866358e-01, 1.27457473e-02, - 4.18963760e-01, -2.54338890e-01, 6.11538410e-01, 8.75038624e-01}, - { 1.86746061e-01, 2.88868934e-01, 3.06954175e-01, -3.16348493e-01, - 4.05732632e-01, -5.94174683e-01, -3.96827549e-01, -1.25371969e+00}, - { 8.92417014e-01, -7.76741058e-02, 1.15777299e-01, -1.63314819e-01, - -1.60046220e-01, 1.97339654e-01, 4.71163392e-01, -6.93560064e-01}}, + {{ 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}}, - {{-3.39209825e-01, 9.90816057e-02, 3.68447423e-01, -1.05536544e+00, - 2.02859670e-01, -6.83123887e-01, -2.61154860e-01, 5.20356297e-01}, - {-1.79439560e-02, -2.04176649e-01, -1.69216603e-01, -7.10622296e-02, - 8.13254595e-01, 2.64836073e-01, 2.50692391e+00, -1.18080342e+00}, - { 1.12516737e+00, 6.05453968e-01, -4.13694233e-02, -3.17712247e-01, - 4.91405785e-01, 4.72233593e-01, -3.34948719e-01, 5.83477877e-02}}}, + {{-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}}}, - {{{-6.98700488e-01, -4.56710994e-01, 1.55276820e-01, 6.35180891e-01, - -3.01984072e-01, -5.68195730e-02, -3.74239355e-01, 1.06398463e-01}, - { 9.94520187e-01, 1.05841838e-01, -8.15035179e-02, 3.16280067e-01, - -2.46308856e-02, 4.79737483e-02, -2.06183910e-01, -8.93311262e-01}, - { 6.32199526e-01, -9.20172870e-01, -9.69827622e-02, -4.81836200e-01, - 4.22182351e-01, -2.63340443e-01, -8.96010876e-01, 1.12307453e+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}}, - {{-8.61604035e-01, 3.66175383e-01, 2.78121978e-01, -1.09246656e-01, - -2.82165080e-01, 5.61529398e-01, 5.19386567e-02, 1.20212221e+00}, - {-1.72159329e-01, 9.64728370e-02, 5.02377391e-01, 6.14017732e-02, - 2.75752962e-01, -2.81658083e-01, 3.15298051e-01, 9.21796501e-01}, - { 5.83896041e-02, 3.94482553e-01, -9.20670256e-02, -7.87997618e-02, - -3.43068689e-01, 1.00383637e-02, -3.50163668e-01, -1.93373382e+00}}, + {{ 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}}, - {{-2.72987723e-01, 1.86785206e-01, 3.32571179e-01, 4.52925205e-01, - 9.47672874e-02, -1.75562322e+00, -5.24160683e-01, 1.37441123e+00}, - {-1.54068366e-01, 1.19026355e-01, 4.10606652e-01, -4.22787607e-01, - -1.85179397e-01, -5.11625886e-01, -1.37978554e+00, 3.27340662e-01}, - {-5.53235970e-02, -4.21558648e-01, 2.78745145e-01, 1.59188628e-01, - -6.27534628e-01, -3.29395205e-01, 2.41939038e-01, -5.95265567e-01}}}, + {{-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}}}, - {{{ 8.92529115e-02, 8.14880952e-02, -2.39287540e-02, 8.40385407e-02, - 3.97797793e-01, 4.22643840e-01, 1.08749054e-01, 1.81940436e+00}, - {-6.09671295e-01, -1.26860529e-01, 1.21037789e-01, 3.19877625e-01, - 2.37472299e-02, -8.75290111e-02, -3.04098427e-01, -4.79694754e-01}, - {-9.65693071e-02, -4.14224595e-01, -1.33400196e-02, 5.18105805e-01, - 5.19930065e-01, 2.48053834e-01, 1.66088474e+00, -1.08479284e-01}}, + {{{ 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}}, - {{ 1.77563691e+00, 5.43751977e-02, 1.10838562e-02, 7.10787326e-02, - 1.51495468e-02, -9.30334628e-02, 5.90343447e-03, -1.19047630e+00}, - {-7.92135417e-01, -8.63485336e-02, -4.33651805e-01, -7.47963965e-01, - -7.06136346e-01, -2.18669757e-01, -2.54064023e-01, -8.29886138e-01}, - {-1.88859686e-01, -2.23990336e-01, 1.52492166e-01, 4.21176583e-01, - 1.57299891e-01, 5.55704534e-01, -7.34037235e-02, 6.76000535e-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}}, - {{-4.17092294e-01, -8.50895420e-02, 1.98557638e-02, 1.03384709e+00, - -9.14922804e-02, -3.88504863e-01, 2.27745843e+00, -2.91377187e-01}, - {-7.28097320e-01, -4.97862130e-01, 3.49306285e-01, 2.16433421e-01, - -7.47440569e-03, -2.18442082e-02, 8.48893225e-01, 6.03039656e-03}, - { 4.29283828e-01, 1.00189105e-01, 1.89368069e-01, 3.27147484e-01, - -4.19879407e-01, 6.25281706e-02, -5.88618994e-01, -3.07999402e-01}}}, + {{ 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}}}, - {{{-2.17841089e-01, -2.82139033e-01, -5.46399839e-02, -1.08258963e-01, - -1.08337505e-02, 5.89006007e-01, -2.55456895e-01, 1.73557401e+00}, - {-3.82573903e-01, -1.54378951e-01, -6.20989799e-01, -8.25889885e-01, - 2.36364896e-03, 1.59114506e-02, -2.45072186e-01, -1.71090949e+00}, - { 4.80116010e-01, -2.43208542e-01, -3.09111565e-01, 2.27601439e-01, - -3.43250096e-01, -4.35313523e-01, 6.16049290e-01, -2.04893255e+00}}, + {{{-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}}, - {{-2.06511155e-01, 2.34825820e-01, 3.95633467e-02, -2.50708126e-02, - 2.49486223e-01, -6.12436712e-01, 1.64412320e-01, -1.19617331e+00}, - {-9.20929089e-02, -1.17727183e-01, -5.27618885e-01, -5.30943334e-01, - -2.74881691e-01, 4.61377800e-01, -7.95805454e-01, -5.04734039e-01}, - { 8.27763617e-01, 5.57753677e-03, 9.13133100e-02, 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3.62392217e-02, 8.23578425e-03, 9.65687260e-02, -4.03360277e-01, + -1.51372984e-01, -4.25121039e-01, -1.49299949e-01, 4.72940534e-01}}, - {{-5.91975093e-01, 2.94814259e-01, 4.25030775e-02, 2.59764671e-01, - -3.32550526e-01, 1.44696736e+00, -1.47720769e-01, 1.51720655e+00}, - {-4.39225793e-01, 6.41320646e-03, 3.25969756e-02, -2.36792147e-01, - 7.73410857e-01, -5.72734356e-01, 2.86911428e-01, -7.62145758e-01}, - {-1.27980962e-01, -2.42475480e-01, 5.34166992e-02, 1.14618808e-01, - -5.29842317e-01, 2.52826810e-01, -3.38610291e-01, 3.28112356e-02}}}, + {{ 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}}}, - {{{-5.75852275e-01, 1.76256984e-01, -3.08328308e-03, 1.07106435e+00, - 7.61255696e-02, -4.44484234e-01, -2.68088132e-01, -3.81992280e-01}, - {-3.34903359e-01, -1.74085185e-01, 2.17809126e-01, 1.05716713e-01, - 1.59722954e-01, 6.72026813e-01, 1.18492067e+00, 1.32884026e+00}, - { 3.90488237e-01, 1.12221666e-01, 2.16525182e-01, -1.12436555e-01, - -4.88448590e-01, 4.22138870e-01, -7.84270585e-01, -9.56695259e-01}}, + {{{-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}}, - {{-4.72621471e-01, 1.49759412e-01, 2.56130457e-01, 2.44400203e-02, - -5.71006835e-01, -3.04057509e-01, 1.51814306e+00, -1.24298668e+00}, - {-5.86046100e-01, 3.02018434e-01, -1.88179672e-01, -8.76577795e-01, - 7.67051280e-01, -4.79913503e-01, 7.76347637e-01, 1.51759028e+00}, - {-2.23990418e-02, 6.41355664e-02, -8.34233016e-02, 5.90973139e-01, - 3.78905743e-01, -9.01862502e-01, -9.03468728e-02, -6.22682691e-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}}, - {{ 2.04712772e+00, 1.78902730e-01, 5.68384603e-02, 3.36554915e-01, - 2.86046356e-01, 8.62259641e-02, -2.00970188e-01, 1.11433256e+00}, - {-4.47976768e-01, -2.07757652e-01, 2.78196424e-01, 7.34789848e-01, - -3.65919560e-01, 5.10578334e-01, -6.23139679e-01, 6.48096561e-01}, - {-6.37178794e-02, -5.20001829e-01, 1.95482060e-01, -5.37456393e-01, - 7.94450819e-01, 4.81592596e-01, 7.35322461e-02, 1.13653266e+00}}}, + {{-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}}}, - {{{-4.47784126e-01, 2.04904869e-01, -2.25133196e-01, -7.68925846e-01, - -7.15670824e-01, 7.13159919e-01, 3.40628684e-01, 1.98006999e+00}, - {-1.27345011e-01, -8.11278149e-02, -2.99751997e-01, 2.22096413e-01, - -3.80408704e-01, -1.31031230e-01, 2.45547015e-02, -2.03117326e-01}, - { 4.19646092e-02, -1.55061200e-01, -4.32761200e-02, -5.64827537e-03, - 2.41386309e-01, 5.86372495e-01, -5.89987516e-01, -1.51931453e+00}}, + {{{-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}}, - {{-5.64753056e-01, 1.46501735e-02, -5.89183390e-01, -1.73784330e-01, - 6.85099542e-01, -5.35973012e-01, -4.21947837e-01, -1.45447478e-01}, - { 2.22050533e-01, 2.02904791e-01, -2.86010176e-01, -6.02974072e-02, - -5.28975606e-01, 3.98672700e-01, -5.65909803e-01, -7.14771390e-01}, - {-1.87643006e-01, 5.42097449e-01, 3.60359073e-01, -3.49196076e-01, - 9.67412531e-01, -5.08453786e-01, 3.88995767e-01, 7.54984140e-01}}, + {{ 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}}, - {{-1.67613328e+00, 9.96005833e-02, -9.12734419e-02, -1.34169891e-01, - 4.39263999e-01, 8.95491958e-01, -1.12413280e-01, -6.92115605e-01}, - { 1.13887751e+00, 2.12384626e-01, 6.96828123e-04, -4.47958797e-01, - 1.46667719e-01, -5.85688770e-01, 2.01650873e-01, -4.04209882e-01}, - { 5.05984008e-01, -8.73170495e-02, 4.80228290e-02, 2.69851178e-01, - -2.26149991e-01, -1.68660830e-03, -1.90098032e-01, -4.76923376e-01}}}}; + {{ 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}}}}; const float conv2d_biases[KERN_NUM] = -{-0.7663366, -0.84548867, 0.46400303, -0.76973325, -1.0692722, 0.01122356, - 0.8786564, 0.40576217, -0.81084585, 0.65172666, -0.77994996, -0.07277904}; +{-0.40908864, 0.32289737, 0.42406535, -0.71028644, 0.47886714, 0.4139671, + 0.28417084, 0.33587578, -0.0525237, -0.37667695, 0.6045344, -0.6406937, }; const float dense1_weights[DENSE1_NUM][CONV_NUM+2] = -{{-8.96190107e-01, -6.36054277e-01, -4.00784880e-01, -5.44904828e-01, - -5.78619003e-01, 4.50663239e-01, 9.07073498e-01, -1.19245839e+00, - -2.50446796e-01, -4.56165791e-01, 8.68187845e-01, -5.30103922e-01, - 1.56975493e-01, -3.53266411e-02, -2.43761972e-01, -3.65318775e-01, - 5.75508475e-01, 7.56953239e-01, -1.06527306e-01, -2.27496579e-01, - -9.85405922e-01, 8.67494345e-01, 8.32166016e-01, -6.96722150e-01, - -8.67101967e-01, -1.12893188e+00, 3.09391946e-01, -1.37894168e-01, - 1.33197844e+00, 1.23761582e+00, -1.01423168e+00, -7.54679888e-02, - -5.43138981e-01, 2.91382134e-01, 5.97473919e-01, -1.64384806e+00, - -5.74588418e-01, -8.75622034e-01, -3.84471685e-01, 9.18780386e-01, - 9.84012067e-01, 4.51406896e-01, 6.08808398e-01, -1.58355415e-01, - 1.04581594e-01, 8.90813828e-01, -1.62657753e-01, -1.85975239e-01, - -2.70922691e-01, -5.92341244e-01, 2.32045472e-01, 3.83390933e-02, - -1.34433527e-02, -2.11716443e-01, -5.16370773e-01, -4.90517437e-01, - -2.66049385e-01, 3.92557047e-02, 3.28772455e-01, -7.18014777e-01, - -7.80359745e-01, -1.14169669e+00, 1.27285525e-01, 1.50878668e-01, - 1.48192632e+00, 1.71881571e-01, -3.43797088e-01, 7.86992431e-01, - 2.50423774e-02, -2.62730956e-01, -8.50336373e-01, -1.40172470e+00, - 7.41889656e-01, -2.26679873e+00, 8.30710307e-02, 2.51365244e-01, - 1.19892287e+00, 8.59400630e-02, 3.30054611e-01, -4.44161355e-01, - 4.44929779e-01, 7.91242957e-01, 5.58068335e-01, -2.17989236e-01, - -1.38483560e+00, -1.01237369e+00, 9.56793845e-01, 3.06419641e-01, - 1.79963517e+00, 6.46819770e-01, -2.95643210e-02, 3.68903577e-01, - 8.85642692e-02, 3.97429943e-01, -2.50374556e-01, -2.62320548e-01, - -1.43690670e+00, -1.30603826e+00, -9.23591927e-02, -3.75069231e-01, - 4.22468042e+00, 8.30427527e-01, 1.29402906e-01, 1.03663909e+00, - -1.71749085e-01, 6.01765096e-01, -8.67284954e-01, -4.80053514e-01, - 4.43295670e+00, -3.26623392e+00}, - { 1.66025519e+00, -1.99695456e+00, -3.35760427e+00, 5.02392828e-01, - -1.07857430e+00, -9.83188629e-01, -6.02401972e-01, 4.56077397e-01, - -6.37764573e-01, -1.42894113e+00, 9.01584029e-01, -6.97040200e-01, - 5.21562696e-01, -8.49461854e-01, -2.46278450e-01, 6.04330301e-01, - 2.96264794e-02, 5.81948996e-01, 4.63820636e-01, -6.07469261e-01, - -8.55531693e-01, -1.52022675e-01, 2.96993196e-01, -1.00321233e+00, - 6.82310104e-01, -3.06698298e+00, -6.62300959e-02, 2.07652712e+00, - 2.84302175e-01, 1.25667214e+00, 2.02717900e-01, -1.04078636e-01, - -1.46734738e+00, 2.17016593e-01, 7.86919177e-01, -1.61231446e+00, - 6.53561473e-01, -1.19287527e+00, -9.35624659e-01, 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+ -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, -1.56041428e-01, + 2.80251205e-01, 1.54353604e-01, -5.59095204e-01, 4.47877109e-01, + -5.07815182e-01, -6.44596577e-01, 5.88386655e-01, -1.46327510e-01, + -5.79005003e-01, 2.35838473e-01, 8.07840526e-01, -6.88529164e-02, + -2.24497244e-01, 1.63260743e-01, 2.93210447e-01, 1.12290132e+00, + -9.66992900e-02, -1.31988553e-02, 4.99383509e-01, 2.08625719e-02, + -6.07090771e-01, 3.67085725e-01, 2.33578965e-01, -3.08195651e-01, + -8.18927363e-02, 1.53148651e-01, -1.53233141e-01, 4.30836022e-01, + -8.89853388e-02, 1.22526787e-01, 2.13636220e-01, 2.99266398e-01, + -3.53070199e-02, -1.31820664e-01, 4.08256263e-01, 2.03973636e-01, + 3.44361439e-02, 3.63410175e-01, -1.97375908e-01, 2.92250097e-01, + -1.54130161e-01, 3.81929666e-01, 2.22903341e-01, 1.57478094e-01, + -4.34975386e-01, -2.58739293e-01, 3.14627916e-01, -1.45977274e-01, + -2.35945746e-01, 2.57451057e-01, 5.62997937e-01, -2.08318278e-01, + 9.30683389e-02, -1.09727718e-01, -5.25209188e-01, 4.25435126e-01, + 1.15766488e-01, 8.43534246e-02, -1.07754171e-01, -1.27868772e-01, + -5.88161767e-01, -5.73269324e-03, -2.83529788e-01, 4.22673047e-01, + -3.38413864e-01, 6.05021305e-02, -4.80259150e-01, 9.34203982e-01, + 2.92384595e-01, 6.45121112e-02, -2.89286692e-02, -4.18097615e-01, + -6.17618680e-01, 5.92171550e-01, -8.06820765e-02, 1.24837242e-01, + -6.27713740e-01, 6.23879768e-02, -5.94982803e-02, -1.54960960e-01, + -3.32324553e+00, 1.00330663e+00}, + {-1.04800892e+00, 4.61324871e-01, 5.37858188e-01, -3.51344377e-01, + 2.66514957e-01, -4.83692363e-02, 9.14122164e-02, 1.63798660e-01, + -3.34185660e-01, -5.65787792e-01, -5.70946097e-01, 7.45663285e-01, + -8.55177224e-01, 5.67337573e-01, 1.41246900e-01, -2.84183055e-01, + -4.39577848e-01, 1.84711143e-01, -2.92815208e-01, -5.00103738e-03, + -2.36932203e-01, -9.65743303e-01, -4.89895433e-01, 4.69711691e-01, + 9.55080315e-02, 6.96861386e-01, 8.11108947e-01, -1.09298396e+00, + -2.72955418e-01, 5.30044496e-01, -4.59892213e-01, 6.50109529e-01, + 6.23742677e-02, -3.64622384e-01, -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}}; const float dense1_biases[DENSE1_NUM] = -{-0.01674576, 0.28047717, 0.70284534, 1.9520668, 1.1101221, -0.46021432, - 0.86453694, 1.2133585, 0.8667307, }; +{ 0.0343919, 0.42823663, 0.17002882, 0.13116376, -0.09670635, 0.47296512, + 0.13307726, -0.1140046, -0.075526, }; const float dense2_weights[DENSE2_NUM][DENSE1_NUM] = -{{-0.01356725, 0.37559235, -1.1365892, -0.009161, -1.3323832, -0.29765204, - 0.9086737, 0.32901654, -0.11621286}, - { 0.6131717, -1.0804313, -0.7204968, -0.70741314, -0.7864202, 1.2396874, - -0.7920264, -0.6959742, -0.6252295, }, - {-0.28256455, -1.4733447, -0.0817989, -1.8584827, -4.1540637, 0.10740235, - 0.16296889, 0.39621454, 0.2735971, }, - {-2.7367198, 0.00910061, -0.4753137, -0.63327205, -2.4701653, -0.02208439, - 0.8855823, 0.22785957, -0.31313634}, - {-1.6770775, -2.2070458, -1.0818802, -0.00918839, -2.7074401, -0.66575944, - -2.9543061, -1.6275097, 0.23774534}, - {-0.9164897, 0.4995717, 0.36239144, 0.87395096, 0.30567294, -1.140977, - 0.49043006, 0.77239877, 1.204757, }, - {-0.8676846, 1.1146413, 0.501532, 0.24186537, 1.5364546, -0.58628744, - 0.6395248, 0.29435533, -0.19092736}, - { 0.14677717, 1.0110903, -1.3463292, -0.2945478, 0.28527156, -1.3314408, - -1.3614571, -0.81492954, 0.7168827, }, - { 1.1676174, -0.22068179, -0.21937157, -0.95545626, -0.2820876, 0.92852086, - -0.6093317, -0.67988825, -1.4235065, }}; +{{ 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}}; const float dense2_biases[DENSE2_NUM] = -{ 1.5049666, 0.10149603, -1.268488, -1.0654794, -2.3964033, 0.9382035, - 0.57852453, 0.35165432, 1.0315268, }; +{ 0.2634478, -0.58280015, -0.17141049, -0.02734137, -0.11834714, 0.19343804, + 0.37566033, 0.04501253, 0.4110961, -0.44565532}; const float output_weights[DENSE2_NUM] = -{-0.13028124, 0.16881444, 0.15396573, 0.44455826, 1.9598475, -0.14820632, - -0.13141894, -0.18044789, 0.12580658}; +{-0.3869482, -0.6865417, 0.5114585, 1.1603708, -0.42024624, -0.4092974, + 0.39921355, 0.48397884, 0.50213903, -0.95493305}; const float output_bias = --0.21748516; +-0.1942359; diff --git a/include/weights.h b/include/weights.h index 18079ba..b9cc509 100644 --- a/include/weights.h +++ b/include/weights.h @@ -5,7 +5,7 @@ #define CONV_NUM (KERN_NUM * KERN_OSIZE * KERN_OSIZE) // 108 #define DENSE1_NUM 9 -#define DENSE2_NUM 9 +#define DENSE2_NUM 10 extern const float conv2d_weights[KERN_NUM][KERN_SIZE][KERN_SIZE][KERN_CHAN]; extern const float conv2d_biases[KERN_NUM]; diff --git a/src/pptdb.c b/src/pptdb.c index 590ec2a..03bfd3a 100644 --- a/src/pptdb.c +++ b/src/pptdb.c @@ -105,7 +105,7 @@ parse_line(const char *pt, const ssize_t read) { } } // Generate training data, not too early in the game - if (generate && current_colour == C_BLACK && ply + 15 > total_plies) { + if (generate && current_colour == C_BLACK && ply + 7 > total_plies) { write_input(); fprintf(training_fh,"%d\n", outcome_black); } |