diff options
| -rw-r--r-- | Makefile | 2 | ||||
| -rwxr-xr-x | extract.sh | 43 | ||||
| -rw-r--r-- | include/weights.c | 1082 | ||||
| -rw-r--r-- | src/pptdb.c | 2 |
4 files changed, 565 insertions, 564 deletions
@@ -1,6 +1,6 @@ IDIR=include TPDIR=3rd-party -CFLAGS=-Os -Wall -Wextra -std=c99 -D_DEFAULT_SOURCE -I$(IDIR) -I$(TPDIR) +CFLAGS=-O2 -Wall -Wextra -std=c99 -D_DEFAULT_SOURCE -I$(IDIR) -I$(TPDIR) LIBS= SRCS=$(wildcard include/*.c) $(wildcard 3rd-party/*.c) @@ -5,8 +5,10 @@ db_file=games_anon.db query() { query="(size == $1) and (result != '1-0') and (result != '0-1') and (result != '0-0')" selct="" - # for player in rabbitboy84 fwwwwibib archvenison Simmon AaaarghBot; do - for player in; do + # for player in fwwwwibib archvenison NohatCoder nqeron ManaT rabbitboy84 AaaarghBot; do + for player in NohatCoder AaaarghBot; do + # for player in; do + # selct="$selct(player_black == '$player') or " selct="$selct(player_black == '$player') or (player_white == '$player') or " done; if [ -n "$selct" ]; then @@ -28,36 +30,35 @@ extract() { process() { size=$1 num_games=$2 + fn=$3 + ./pptdb "$size" "data/playtak-$size" > "data/check-$size" tail -n22 "data/check-$size" echo -ne "\tStripping overflows and illegal games... " grep -Fvxf "data/check-$size" "data/playtak-$size" > "data/good-playtak-$size" - echo -en "Done.\n\tChoosing $num_games from what remains... " - shuf -n $num_games "data/good-playtak-$size" > "data/smalltak-$size" + echo -en "Done.\n\tGenerating training data... " - ./pptdb "$size" "data/smalltak-$size" generate - echo -en "\tShuffling $(wc -l data/training-$size.csv | cut -d\ -f1) samples... " - # head -n 1 "data/training-$size.csv" > "data/shuf-$size.csv" - # tail -n+2 "data/training-$size.csv" | shuf >> "data/shuf-$size.csv" - # mv "data/shuf-$size.csv" "data/training-$size.csv" + ./pptdb "$size" "data/good-playtak-$size" generate + + echo -en "\tChoosing $num_games of $(wc -l data/training-$size.csv | cut -d\ -f1) samples... " + head -n 1 "data/training-$size.csv" > "data/shuf-$size.csv" + tail -n+2 "data/training-$size.csv" > "data/tmp" + shuf -n $num_games "data/tmp" >> "data/shuf-$size.csv" + rm data/tmp + echo -en "Done.\n\tCompressing data... " - # if [ -f "data/training-$size.csv.gz" ]; then - # rm "data/training-$size.csv.gz" - # fi - # gzip "data/training-$size.csv" - # echo "Done, available in data/training-$size.csv.gz" - if [ -f "data/validation-$size.csv.gz" ]; then - rm "data/validation-$size.csv.gz" + mv "data/shuf-$size.csv" "data/$fn-$size.csv" + if [ -f "data/$fn-$size.csv.gz" ]; then + rm "data/$fn-$size.csv.gz" fi - mv "data/training-$size.csv" "data/validation-$size.csv" - gzip "data/validation-$size.csv" - echo "Done, available in data/validation-$size.csv.gz" + gzip "data/$fn-$size.csv" + echo "Done, available in data/$fn-$size.csv.gz" } make pptdb -for size in 5 6; do +for size in 5; do echo extract $size notation,result - process $size 50000 + process $size 100000 training done diff --git a/include/weights.c b/include/weights.c index 9eeba07..cd64992 100644 --- a/include/weights.c +++ b/include/weights.c @@ -1,558 +1,558 @@ #include "weights.h" const float conv2d_weights[KERN_NUM][KERN_SIZE][KERN_SIZE][KERN_CHAN] = -{{{{ 2.58312970e-01, -1.57649890e-02, -1.00786142e-01, 2.25934118e-01, - 2.03468144e-01, 3.16539735e-01, -3.03449720e-01, -9.03429747e-01}, - {-7.94863030e-02, -1.58257172e-01, 3.72665450e-02, -2.03835458e-01, - -3.96497548e-01, -6.10545933e-01, 9.83448997e-02, -7.34975338e-01}, - {-1.51364639e-01, -2.68582851e-01, 4.80478145e-02, -1.86028495e-01, - -1.81852169e-02, -2.00173989e-01, -7.56070852e-01, 6.98449910e-01}}, - - {{ 9.32477295e-01, -8.42263997e-02, 1.04054138e-01, -4.07664888e-02, - 5.53968370e-01, -2.60374099e-01, -1.24489248e+00, -1.82610959e-01}, - {-1.24142319e-01, -1.62311241e-01, -1.69788703e-01, -7.73291215e-02, - -2.18297333e-01, 5.16860843e-01, -1.07066892e-01, -5.23891985e-01}, - {-1.98878214e-01, -1.35421440e-01, -4.44581918e-02, 2.20338553e-02, - 3.09139609e-01, -5.52020848e-01, -4.23794210e-01, 9.08656240e-01}}, - - {{ 2.50651193e+00, 1.76483974e-01, -1.22500628e-01, 3.24358374e-01, - 4.55746323e-01, 2.96133608e-01, -4.48007852e-01, -1.69115543e+00}, - { 6.50063396e-01, -1.04497239e-01, 4.14043844e-01, 9.70428288e-02, - -3.43105257e-01, 1.40819281e-01, -2.79239088e-01, -1.06064351e-02}, - { 2.46579498e-01, 2.88396813e-02, 3.53716671e-01, -1.19625829e-01, - 3.27649415e-01, 2.99306847e-02, -1.29657984e+00, 1.98712420e+00}}}, - - - {{{-3.15607488e-01, 2.82586515e-01, -1.42506985e-02, -1.46244898e-01, - 9.60208774e-01, 8.57169777e-02, -7.13868588e-02, -1.19783449e+00}, - { 1.81383297e-01, 4.89453912e-01, 1.67338237e-01, 5.88034332e-01, - -2.95774519e-01, -1.97431386e-01, 7.38819659e-01, 3.75354648e-01}, - { 4.45104808e-01, -6.79463297e-02, -5.63741565e-01, 4.82001483e-01, - 1.10153949e+00, 2.92681575e-01, 8.81212592e-01, 2.26217675e+00}}, - - {{ 6.45004153e-01, -3.28657031e-01, -2.26852372e-01, -5.98941207e-01, - 1.91813074e-02, -3.73350114e-01, 1.00715905e-01, 9.33624897e-03}, - { 1.46400225e+00, 1.27855182e-01, 4.57138389e-01, 2.81981081e-01, - 3.77066880e-01, -1.79563856e+00, -1.57940197e+00, -8.90643597e-01}, - { 1.30861628e+00, 3.03105623e-01, -2.70811647e-01, -4.80309039e-01, - -4.18085158e-01, -5.39496899e-01, 4.79664445e-01, -7.51459002e-01}}, - - {{ 5.18539190e-01, 4.58977260e-02, -3.46794248e-01, -2.85226405e-01, - -2.59668231e-01, 8.77898097e-01, 1.45022166e+00, 2.54639298e-01}, - { 1.88363448e-01, 3.38490665e-01, 2.25754321e-01, -3.90960574e-01, - -3.82398397e-01, 1.00649789e-01, 8.64750803e-01, 1.42297053e+00}, - {-7.11124718e-01, -1.98462039e-01, -3.00891344e-02, 1.46063253e-01, - 6.12822592e-01, -3.12413037e-01, 1.54853821e+00, 5.98067939e-01}}}, - - - {{{-2.21349645e+00, -2.37087011e-01, 6.05992451e-02, -1.98313117e-01, - -3.52556646e-01, -7.04985708e-02, -1.46318138e-01, 1.92833796e-01}, - { 7.27403522e-01, 1.09132998e-01, 4.64857034e-02, -1.22038769e-02, - 1.20774113e-01, -2.35055298e-01, -5.67884743e-01, 1.04284024e+00}, - {-3.55206579e-02, 7.73936063e-02, -9.59103853e-02, -4.61468160e-01, - 3.31424534e-01, -8.27975512e-01, -5.95890880e-01, 3.05670619e-01}}, - - {{ 7.54922688e-01, 2.40629926e-01, -2.82351911e-01, 2.62345999e-01, - 2.01688379e-01, -5.31544924e-01, -2.96095043e-01, -5.95747411e-01}, - { 4.70609277e-01, 2.52779275e-01, -1.96894675e-01, 7.72913024e-02, - -6.08762145e-01, -2.15237886e-01, 2.42610142e-01, 4.04861629e-01}, - {-1.27747878e-01, 1.96620785e-02, 9.54398140e-03, -2.15970397e-01, - 2.99289793e-01, -1.01197854e-01, 6.15723610e-01, -9.75467384e-01}}, - - {{-5.25890924e-02, 1.31526757e-02, -1.82496756e-01, -4.51658964e-01, - -3.41497332e-01, -7.37866402e-01, -6.16788268e-01, 9.71612155e-01}, - {-1.81006998e-01, -7.75941880e-03, 1.59528479e-01, 2.47543722e-01, - 4.30225521e-01, 5.11961803e-02, -6.49850607e-01, -5.46571255e-01}, - {-1.85541555e-01, 5.23849241e-02, -3.72150123e-01, -3.89219642e-01, - -2.41110727e-01, 3.94842893e-01, -9.95886445e-01, -1.44010818e+00}}}, - - - {{{ 5.20608008e-01, -1.92954361e-01, 3.14489543e-01, 3.62991065e-01, - -3.40143383e-01, 4.95848417e-01, 1.30667061e-01, 7.96094120e-01}, - { 1.04973817e+00, 1.60875693e-01, 9.24351290e-02, -3.45730148e-02, - -4.87050187e-04, -5.90265393e-01, -4.13837105e-01, 7.65997320e-02}, - { 1.37468791e+00, 2.59766847e-01, 2.03382745e-01, 1.43702643e-03, - 4.76226628e-01, -1.67620540e-01, 4.26223993e-01, -3.09357676e-03}}, - - {{ 8.83772433e-01, 3.97062302e-01, 3.12558711e-01, 3.00798893e-01, - 2.33659044e-01, 9.56840813e-02, 9.15648863e-02, -7.09091201e-02}, - { 1.02767575e+00, 1.87332213e-01, 1.00398302e-01, 1.58919588e-01, - 2.74332881e-01, 3.94382894e-01, -3.56650561e-01, 4.67903972e-01}, - { 9.61931884e-01, -2.77469289e-02, 1.11811452e-01, 7.43033960e-02, - 2.34755725e-01, 5.18226147e-01, 2.79334448e-02, 6.23057634e-02}}, - - {{ 7.70111740e-01, -2.14982852e-01, 2.82985389e-01, 3.49601090e-01, - 1.45012021e-01, 4.96228635e-01, 1.71057016e-01, 1.11170232e+00}, - { 9.87532139e-01, -9.24715996e-02, 1.35836288e-01, 3.77415568e-01, - 3.88005078e-01, 3.75699848e-01, -4.57816720e-01, -8.50720108e-01}, - { 8.97017777e-01, -6.37475997e-02, -6.89249337e-02, 5.03387749e-01, - -5.13891950e-02, 5.12897789e-01, -4.24793422e-01, -6.96588635e-01}}}, - - - {{{-1.43582240e-01, -7.55961910e-02, -6.26952276e-02, -1.28986016e-01, - 3.21017236e-01, 3.79022866e-01, 2.82750607e-01, 5.86260915e-01}, - {-4.63469625e-01, 3.39702889e-02, -2.20620245e-01, -4.67917740e-01, - -2.56133964e-03, 9.73022938e-01, -2.49401808e-01, 1.55508399e+00}, - { 4.99675035e-01, -1.58559054e-01, -4.57755849e-02, -1.72129467e-01, - -2.40928993e-01, -3.74098718e-01, 1.13394901e-01, 4.11298186e-01}}, - - {{-3.49574536e-01, -1.76883861e-01, -2.14006323e-02, 1.07824784e-02, - -7.94440746e-01, 2.28579808e-02, -2.82742798e-01, 4.71686184e-01}, - {-7.21473455e-01, -1.24393016e-01, -1.75103471e-01, -1.28175765e-01, - -6.15435727e-02, -7.27847517e-01, 5.78906953e-01, -6.58112347e-01}, - { 9.03067648e-01, 1.51618961e-02, 2.31302932e-01, 3.62617910e-01, - 9.01170745e-02, -3.02997649e-01, -5.25241554e-01, -2.71604508e-01}}, - - {{ 3.81831557e-01, 9.57972929e-02, -1.32472783e-01, -1.75299942e-01, - 1.97266102e-01, -4.55628484e-01, -3.27442616e-01, -8.73999715e-01}, - {-7.12640107e-01, -1.51524946e-01, 2.40756109e-01, -3.97895724e-01, - 2.81414956e-01, -3.92301261e-01, -5.44199228e-01, -1.29244089e+00}, - { 1.37679267e+00, 1.26003161e-01, 3.16137314e-01, 4.24724430e-01, - 1.25819242e+00, 1.32403028e+00, 1.10573077e+00, 1.87136638e+00}}}, - - - {{{-9.80395913e-01, -4.53921974e-01, -1.81968674e-01, -5.58803558e-01, - -1.87583685e-01, -1.06249702e+00, -4.07515056e-02, -3.04279868e-02}, - {-1.06581700e+00, -3.67949665e-01, -1.96094453e-01, -5.39072514e-01, - -7.97644675e-01, -4.89670694e-01, 5.58435656e-02, -7.82784373e-02}, - {-1.59841132e+00, -3.43578234e-02, -5.47048926e-01, -9.20830369e-02, - -5.55828989e-01, 5.77167392e-01, -6.62730411e-02, -5.14651477e-01}}, - - {{-5.11403859e-01, -9.33000371e-02, 2.28638165e-02, 7.73395598e-02, - 1.16446815e-01, -2.14512348e-01, 3.46134678e-02, 6.00104928e-01}, - {-6.09207034e-01, 3.69146615e-02, 7.23081678e-02, -1.92715511e-01, - -2.95545101e-01, -3.83924872e-01, 3.63876671e-01, 2.68677056e-01}, - {-1.78000495e-01, 9.14783254e-02, 1.49028689e-01, -1.49748921e-01, - -3.78463000e-01, -6.60572171e-01, 1.80031985e-01, -2.13198766e-01}}, - - {{-1.18482739e-01, 4.16824639e-01, 1.10667340e-01, -1.63927721e-03, - -2.93238431e-01, 6.22261204e-02, -5.20646453e-01, -1.01778388e+00}, - { 4.89396341e-02, 5.79921231e-02, -6.18156604e-02, 7.28727579e-02, - 4.53723818e-01, -2.60191292e-01, -6.68410897e-01, 5.42993903e-01}, - {-5.05132042e-02, -1.59486517e-01, 1.27675131e-01, -3.17713842e-02, - 2.94453382e-01, -4.30164278e-01, 8.15456808e-01, 3.20158690e-01}}}, - - - {{{-1.12756634e+00, -4.68461215e-01, 2.46019512e-02, 3.14894170e-01, - 2.35160500e-01, 8.03254783e-01, -5.25684595e-01, 7.39002943e-01}, - { 7.31041670e-01, 3.14354748e-02, 8.78086090e-02, 3.12841386e-01, - 3.04366760e-02, 2.21954480e-01, 1.44254029e-01, -5.62068880e-01}, - { 3.48311454e-01, -2.33291373e-01, 1.33866578e-01, 4.12448868e-02, - -2.46121824e-01, 1.64778650e+00, -1.04624295e+00, 1.30198407e+00}}, - - {{-1.04720736e+00, -4.02169108e-01, -2.96340615e-01, -4.10926133e-01, - -1.06535232e+00, -8.57985854e-01, -1.92868084e-01, 1.39809594e-01}, - {-7.86524191e-02, 6.14614412e-03, -8.55233520e-02, -4.35135067e-02, - -2.44261682e-01, 1.60646960e-01, 1.07510939e-01, -1.95157945e-01}, - {-1.05353557e-01, -2.37631992e-01, 6.07885309e-02, 4.53903913e-01, - -1.08698010e-01, 3.31555009e-01, 8.82520080e-01, 7.14168668e-01}}, - - {{-6.21264815e-01, -1.12524755e-01, -1.96154386e-01, -1.09306447e-01, - 2.99888700e-01, -5.69352172e-02, -7.73736183e-03, -8.03551257e-01}, - {-2.79826000e-02, -5.43920845e-02, 3.18813371e-03, 6.67960495e-02, - -5.35491884e-01, -5.71359634e-01, -4.52143282e-01, -2.77764887e-01}, - { 7.40665048e-02, 1.78861871e-01, 2.05939889e-01, -1.91832006e-01, - -1.44214481e-01, 4.07021582e-01, 4.96756643e-01, -6.87713444e-01}}}, - - - {{{-5.22186935e-01, 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7.48185515e-02, 4.94007111e-01, -4.36052322e-01, 8.40637922e-01}, + {-7.12893233e-02, 2.40129948e-01, 2.41966933e-01, 8.69159997e-02, + 1.56587705e-01, -2.44621858e-01, -1.56198427e-01, 1.24293432e-01}, + {-6.34587228e-01, 2.54944354e-01, -1.21645056e-01, -2.04231203e-01, + -2.79262632e-01, -3.11187297e-01, 4.68511462e-01, 1.83553934e-01}}, + + {{-3.47826093e-01, -1.39499560e-01, -1.48278028e-01, -7.39007676e-03, + 1.29613578e-01, -1.31658763e-02, -4.32583913e-02, 5.38994312e-01}, + {-5.44823587e-01, -2.44978860e-01, 1.41191140e-01, 1.39633954e-01, + -1.67683288e-01, -2.17540279e-01, -4.50491250e-01, 1.97078660e-01}, + {-3.10528278e-01, -4.14513834e-02, -2.25251745e-02, -7.94969425e-02, + -2.10984230e-01, 9.08442885e-02, -6.60617054e-01, -8.79441440e-01}}, + + {{-8.12504649e-01, 2.18917102e-01, 6.10037595e-02, 1.98470905e-01, + 6.47047162e-02, 2.00023308e-01, -4.26421523e-01, 4.77603465e-01}, + {-2.26784214e-01, 1.47006527e-01, 2.06338331e-01, -2.97556460e-01, + -2.49130011e-01, 2.53860857e-02, 3.24878126e-01, 1.84297144e+00}, + {-1.23434138e+00, 1.41937882e-01, 1.93774268e-01, -2.14993767e-02, + 2.67809965e-02, -3.35402012e-01, 3.15563053e-01, 4.87278610e-01}}}, + + + {{{ 1.31261814e+00, 2.52447844e-01, -4.43525821e-01, -3.68669396e-03, + -5.30116916e-01, -9.23979189e-03, -3.91318113e-01, 5.87182283e-01}, + { 1.13697398e+00, -1.17294148e-01, -1.13110848e-01, 2.55907862e-03, + 3.54108900e-01, -2.98962712e-01, -1.00299621e+00, -4.63952899e-01}, + { 1.15569413e+00, -7.69051015e-01, -6.04972318e-02, 4.06657979e-02, + -7.28193745e-02, -1.94655225e-01, 2.92446375e-01, 1.10687338e-01}}, + + {{ 6.34334028e-01, 7.50115663e-02, -1.29756760e-02, 3.95427719e-02, + 5.87426066e-01, -2.01224744e-01, -9.55581009e-01, 5.26667386e-02}, + { 7.07429707e-01, 7.58351088e-02, 8.90802070e-02, -3.79674226e-01, + -1.92276627e-01, -3.72657716e-01, 3.49321574e-01, -4.37319791e-03}, + { 6.78647697e-01, 3.70051384e-01, -6.84149027e-01, -4.55891229e-02, + -6.46208167e-01, 5.92146814e-01, 7.41127729e-01, 1.30224216e+00}}, + + {{ 5.89922428e-01, -3.84417832e-01, 4.87114936e-02, 4.04559970e-01, + 8.20534229e-01, 1.76709220e-01, 6.90415502e-02, -2.17517585e-01}, + { 3.77268761e-01, 2.11217955e-01, 8.48980621e-03, 5.53754747e-01, + -1.53359443e-01, -2.41693065e-01, -2.20883295e-01, 5.53482950e-01}, + { 6.07810199e-01, -2.21703380e-01, -1.70694381e-01, -2.05287993e-01, + 8.37482661e-02, 4.21782024e-02, -1.07185543e+00, -7.42961690e-02}}}, + + + {{{ 2.43235171e-01, -6.87131062e-02, -2.46166050e-01, 1.17493272e-01, + 5.23652673e-01, -3.33775550e-01, 1.16788633e-01, -1.04175174e+00}, + {-1.10471427e-01, -5.23928143e-02, -8.75805765e-02, -5.03730439e-02, + 9.38449576e-02, 5.89285374e-01, 1.99194521e-01, 1.30928028e+00}, + {-3.99279706e-02, 8.00400302e-02, -8.06950871e-03, -1.66263685e-01, + 1.84738841e-02, -2.30308071e-01, -3.70509535e-01, 9.33472663e-02}}, + + {{ 7.54215419e-01, 1.93455331e-02, -1.71316236e-01, -1.45700648e-01, + -8.10564876e-01, 2.50975013e-01, 7.08864868e-01, 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{{{-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}}, + + {{-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}}, + + {{ 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, 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3.60359073e-01, -3.49196076e-01, + 9.67412531e-01, -5.08453786e-01, 3.88995767e-01, 7.54984140e-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}}}}; const float conv2d_biases[KERN_NUM] = -{-0.5954203, -1.0255206, 0.7012269, 0.7169469, 0.20402987, 0.29087773, - 0.5385397, 0.05127476, 0.65670264, -0.8095288, 0.57354295, -0.40450025}; +{-0.7663366, -0.84548867, 0.46400303, -0.76973325, -1.0692722, 0.01122356, + 0.8786564, 0.40576217, -0.81084585, 0.65172666, -0.77994996, -0.07277904}; const float dense1_weights[DENSE1_NUM][CONV_NUM+2] = -{{-7.94511437e-01, 5.71200252e-01, -1.40879720e-01, 1.24253288e-01, - 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-2.72799760e-01, 8.12773407e-01, -4.70433459e-02, + 5.39136648e-01, 9.84404266e-01, 8.08003023e-02, 2.15191886e-01, + -4.87348169e-01, 2.47270584e-01, -5.53703487e-01, -1.17681839e-01, + -6.78097904e-01, -6.10130072e-01, -1.68415338e-01, 4.38054681e-01, + -4.27172273e-01, 5.63698351e-01, -6.41270041e-01, -9.25152659e-01, + 7.08891004e-02, 3.67386758e-01, 9.18259740e-01, -1.96117144e-02, + 3.95337269e-02, 2.64070660e-01, -4.22700942e-01, 3.66135016e-02, + -7.10864961e-01, -3.17158699e-01, 6.37853622e-01, 5.58152914e-01, + 2.07380638e-01, 4.41834837e-01, 7.27986634e-01, 6.30342841e-01, + 2.28765294e-01, -7.39016950e-01, 2.78941393e-01, -9.69341040e-01, + 1.29300237e-01, 3.86491083e-02, 1.50675428e+00, 2.58466482e-01, + 9.81378913e-01, 2.01143309e-01, -6.65745080e-01, -1.44668162e+00, + -7.49152517e+00, 1.74485040e+00}}; const float dense1_biases[DENSE1_NUM] = -{ 0.4636547, 0.13360201, -0.9697346, -1.0855523, 1.0256653, 0.5478138, - 0.7192499, 0.22356796, 1.3530691, }; +{-0.01674576, 0.28047717, 0.70284534, 1.9520668, 1.1101221, -0.46021432, + 0.86453694, 1.2133585, 0.8667307, }; const float dense2_weights[DENSE2_NUM][DENSE1_NUM] = -{{-0.07496518, -1.219598, -0.77743036, -0.5582114, 0.3379165, 0.38208017, - 0.7843754, 0.6464907, 0.4145456, }, - {-1.2022296, -1.0770698, -0.28290233, 0.9415246, -0.0248992, -0.4531845, - -0.43938553, -0.99121296, 1.058052, }, - { 0.06577045, 0.6852514, 0.40072408, 0.44884908, -0.0759936, 0.1931838, - -0.34241995, 0.36689097, 0.84412, }, - { 0.51189065, 0.869917, -0.9486124, -0.05629775, 0.58075255, 0.47848073, - 0.71876407, 0.17561153, -0.7936699, }, - {-0.6180643, -3.276929, 0.2014153, 0.24149516, 0.39143625, 0.40823966, - -0.33919355, -0.78223515, -0.21526074}, - { 0.26963234, -0.13688946, 0.3342155, -1.042021, 0.48521304, 0.5770072, - 0.37426066, 0.54268235, 0.94063336}, - { 0.3197764, 0.25096774, -0.04562169, -0.11988179, 0.11819986, -0.3178961, - -2.024309, -0.00638448, -0.19737317}, - {-1.3997061, -1.4230167, 0.43165872, 0.15149607, -1.3290926, -0.5055547, - 0.8199917, -0.7725336, -0.24794333}, - {-0.85479337, -0.9049053, 0.8232467, 0.73493177, -1.0390882, -0.740966, - 0.56897026, -1.0157181, -0.41018486}}; +{{-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, }}; const float dense2_biases[DENSE2_NUM] = -{-0.65758836, 0.11515713, -1.8776059, -0.5293117, -2.9236703, -0.8128398, - 2.5789695, -1.0744314, 0.810859, }; +{ 1.5049666, 0.10149603, -1.268488, -1.0654794, -2.3964033, 0.9382035, + 0.57852453, 0.35165432, 1.0315268, }; const float output_weights[DENSE2_NUM] = -{ 0.20715837, 0.4751412, 0.14602005, 0.24578023, -0.44211808, 0.22129269, - -0.8266294, -0.22375038, -0.35583553}; +{-0.13028124, 0.16881444, 0.15396573, 0.44455826, 1.9598475, -0.14820632, + -0.13141894, -0.18044789, 0.12580658}; const float output_bias = --0.9296964; +-0.21748516; diff --git a/src/pptdb.c b/src/pptdb.c index 7d8026d..590ec2a 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 > total_plies - 5) { + if (generate && current_colour == C_BLACK && ply + 15 > total_plies) { write_input(); fprintf(training_fh,"%d\n", outcome_black); } |