diff options
| author | tslil <tslil@posteo.de> | 2021-01-13 23:41:32 -0500 |
|---|---|---|
| committer | tslil <tslil@posteo.de> | 2026-08-28 19:37:41 +0100 |
| commit | cf7d665598e34e32d258775b583968e758c8f2fb (patch) | |
| tree | 6bfda86535ffa051afd8ccfd70f1d4488701dfdf /include/weights.c | |
| parent | 2ef0078ba2afd99c4fc2673497f3d3a39119cf5d (diff) | |
Fixed minimax (!), fixed bugs in tak.c
With minimax of depth 1 the evaluation function seems alright with the
current method of training and generating weights
Diffstat (limited to 'include/weights.c')
| -rw-r--r-- | include/weights.c | 1084 |
1 files changed, 543 insertions, 541 deletions
diff --git a/include/weights.c b/include/weights.c index 4684bb7..ea3d1e1 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] = -{{{{-4.90760595e-01, -2.81853732e-02, -2.31033087e-01, -6.41732812e-02, - -3.66429567e-01, -5.59734225e-01, -6.81084469e-02, 5.67408919e-01}, - { 4.01578933e-01, 1.93071440e-01, 5.48453443e-02, 4.07098919e-01, - -1.22356415e-01, 1.19062543e-01, 1.39430061e-01, 5.60189903e-01}, - { 3.83273349e-04, -6.52443841e-02, -2.22010583e-01, 4.00618374e-01, - -1.05270751e-01, -3.38194281e-01, -1.57642335e-01, -2.12986216e-01}}, - - {{-1.18834928e-01, 1.16028465e-01, 2.56124306e-02, -4.29049544e-02, - -1.35525018e-01, -1.10900730e-01, 3.38065565e-01, -5.91123521e-01}, - { 3.09305370e-01, 2.44544581e-01, -1.29209787e-01, -8.39367956e-02, - -8.14810619e-02, 1.74773052e-01, 8.38389155e-03, -9.15614590e-02}, - {-9.98189077e-02, -4.35713641e-02, 1.25977784e-01, -2.69543380e-01, - -2.64175367e-02, -7.29678869e-02, -9.96725112e-02, 3.83866251e-01}}, - - {{-9.18447450e-02, -1.31773457e-01, -1.55969903e-01, 2.21696883e-01, - 1.85420215e-01, 3.18965882e-01, 5.06002866e-02, -8.53309333e-01}, - { 2.73154944e-01, 1.24316096e-01, -1.45033225e-01, 1.64616048e-01, - 1.62702203e-01, 1.33182645e-01, -3.43968630e-01, 9.51932192e-01}, - { 1.30158260e-01, 1.28685758e-01, -7.99636170e-02, 2.84529999e-02, - -2.28228658e-01, 3.78006458e-01, -3.41390997e-01, 1.10318385e-01}}}, - - - {{{ 8.12598646e-01, -3.75669934e-02, 2.02176332e-01, 5.57774067e-01, - 4.24787998e-01, 3.16749752e-01, 5.16985714e-01, 2.88777739e-01}, - { 2.25854352e-01, -5.81537187e-02, 4.10766572e-01, 2.25734025e-01, - -3.72164577e-01, 3.20120245e-01, -4.88385946e-01, 4.14650291e-01}, - { 1.19638406e-01, 1.80290446e-01, 8.28098357e-02, 1.29399821e-01, - 1.05688982e-01, -2.72018164e-02, -4.56530191e-02, 3.37206036e-01}}, - - {{ 3.09051365e-01, -1.50425032e-01, 1.41357943e-01, 6.62258089e-01, - -6.58052042e-02, 4.74152416e-01, 2.84330151e-03, 3.61606449e-01}, - { 1.11942135e-01, -6.37476519e-02, -1.49692193e-01, 7.19615892e-02, - 2.10250899e-01, -4.30156797e-01, 2.27936376e-02, -2.96303749e-01}, - { 2.63054259e-02, -9.27725211e-02, -1.57437727e-01, 2.17025936e-01, - 1.92013413e-01, 3.68349642e-01, -3.99803936e-01, -1.37874708e-01}}, - - {{ 4.24336374e-01, 2.21109718e-01, 4.87068057e-01, -3.37189347e-01, - 4.29991543e-01, -1.62917357e-02, 1.17278814e-01, -2.39970371e-01}, - { 2.97185555e-02, -1.04546547e-02, 1.87678754e-01, 5.04507542e-01, - 2.02980772e-01, -5.85045628e-02, 5.18933870e-02, 5.29769719e-01}, - { 4.84141149e-02, -1.77259576e-02, 5.91688417e-02, 1.03639826e-01, - 2.48457819e-01, -1.93022173e-02, -5.68263113e-01, 1.84867203e-01}}}, - - - {{{-4.91841557e-03, 6.26177043e-02, 1.72231775e-02, 8.53444487e-02, - -2.85077959e-01, 8.33745673e-02, -7.36165524e-01, 1.13868542e-01}, - {-1.63323909e-01, 1.56231746e-01, 2.19391584e-01, -4.98252623e-02, - 1.39954463e-01, -2.38303214e-01, 1.51710719e-01, -7.36061096e-01}, - { 1.32082909e-01, -1.82952940e-01, 2.09979684e-04, -1.75026491e-01, - 3.36956158e-02, -2.06702307e-01, -8.12308714e-02, 5.15065156e-02}}, - - {{ 2.29104519e-01, 1.71340585e-01, -5.52031584e-03, -2.00957656e-01, - -3.95184308e-01, 9.18919593e-02, 3.76520783e-01, 2.03646526e-01}, - { 2.52656072e-01, -1.07855843e-02, 1.89050175e-02, 4.16003866e-04, - 4.32944357e-01, -4.89408761e-01, -3.41332316e-01, -4.56042528e-01}, - { 8.69734824e-01, 2.22867519e-01, 3.56954157e-01, -3.77899617e-01, - 1.83793128e-01, 2.24658251e-01, 3.62529874e-01, -3.70791405e-01}}, - - {{-3.76490764e-02, 4.56053838e-02, -4.23495956e-02, -5.69660030e-02, - 9.29591879e-02, 1.59565564e-02, -1.18317522e-01, 4.47243720e-01}, - {-8.32934454e-02, -4.22206931e-02, -9.53967646e-02, 8.25610831e-02, - 5.20767942e-02, 5.87673336e-02, 2.01357648e-01, 1.11819923e-01}, - { 1.32936254e-01, 5.45747802e-02, -7.57182576e-03, -3.78230698e-02, - 2.74440378e-01, -3.25445831e-02, -2.80508608e-01, -1.12405971e-01}}}, - - - {{{-2.32913002e-01, 8.46769139e-02, -7.68127590e-02, -1.51526049e-01, - -4.64316338e-01, -1.57315835e-01, -3.73286635e-01, -3.65627855e-01}, - {-4.34241056e-01, -9.11458880e-02, 6.08600527e-02, -1.79879457e-01, - -4.33159143e-01, 8.32134858e-02, 6.67283177e-01, -9.18620944e-01}, - {-6.25644863e-01, 2.47727916e-01, -4.44678724e-01, -4.50171441e-01, - -2.46189013e-01, -3.76419395e-01, -1.18949063e-01, -5.82924969e-02}}, - - {{-2.17935666e-01, 5.19401878e-02, 1.85207039e-01, -4.32844549e-01, - 8.55958611e-02, 2.68299341e-01, -6.49251603e-03, 7.11611450e-01}, - {-4.59396578e-02, 2.78418928e-01, -2.58006155e-01, -1.59266487e-01, - -1.09467290e-01, 1.96133405e-01, -2.28687644e-01, -6.20073974e-01}, - {-9.62362960e-02, 1.46021023e-01, 2.10785910e-01, -1.50085256e-01, - -7.27997646e-02, -4.99946654e-01, -7.69022942e-01, 2.71643668e-01}}, - - {{-3.46044362e-01, -5.49900718e-02, -1.48681983e-01, -6.95352629e-02, - -1.14291519e-01, -2.25316465e-01, -5.09401202e-01, -4.16897953e-01}, - {-1.88999221e-01, -6.59298198e-03, 4.86670807e-02, -2.38408968e-01, - -2.55879968e-01, 8.99769217e-02, 5.12757599e-01, 3.14449400e-01}, - {-2.12121774e-02, 2.05590308e-01, -1.78136632e-01, -1.98713750e-01, - -2.87380517e-02, -4.87252325e-02, -2.50897974e-01, -8.60948265e-02}}}, - - - {{{ 3.75205040e-01, 8.48369300e-02, 3.22779343e-02, -5.10027520e-02, - 8.10376275e-03, 1.11055255e-01, -9.03841555e-02, 1.12875931e-01}, - { 3.65514159e-01, -6.76988438e-02, 3.08550429e-02, -2.72999071e-02, - 1.24946840e-01, 1.82879299e-01, -2.68403023e-01, -4.64846790e-02}, - { 3.74628544e-01, -3.05078663e-02, 1.11138508e-01, 3.07384282e-01, - 2.84429312e-01, 3.13842028e-01, 3.68871391e-02, -1.63889483e-01}}, - - {{ 5.11921048e-01, 2.97069192e-01, 5.16644083e-02, -1.16708994e-01, - 1.02151431e-01, 7.36506581e-02, 2.64065228e-02, -3.73807102e-01}, - { 1.71873987e-01, 6.71169534e-02, -1.70905776e-02, 4.16750982e-02, - 1.80516187e-02, -1.05753705e-01, 1.07195802e-01, 1.07598320e-01}, - { 3.92377377e-01, 2.11537212e-01, 2.17242345e-01, -2.29222864e-01, - -7.33697414e-02, -3.58957425e-02, 3.25029016e-01, 7.47149467e-01}}, - - {{ 5.36842108e-01, 1.01804562e-01, 1.17142342e-01, 3.54701579e-01, - 7.08256215e-02, 4.01617944e-01, 1.86210498e-01, 8.47333297e-02}, - { 3.76396567e-01, 1.05117671e-01, 8.79528224e-02, -1.10413551e-01, - 7.32069311e-04, 1.81059614e-01, -3.16392690e-01, -2.62465209e-01}, - { 2.03528136e-01, 2.91160077e-01, -9.77342501e-02, -3.84849608e-02, - -1.54080570e-01, 1.98865935e-01, 4.92358059e-01, 3.79603237e-01}}}, - - - {{{-5.02390563e-01, -2.63875216e-01, -1.60962939e-02, 2.14588284e-01, - -1.45263225e-02, 3.40900160e-02, -2.39900261e-01, 3.45160276e-01}, - {-2.77054012e-01, -6.28170297e-02, 1.07477069e-01, -1.17776450e-02, - -9.64142978e-02, -1.90018922e-01, -2.73465132e-03, -4.46913093e-01}, - {-2.62902588e-01, -1.51994258e-01, 9.43460763e-02, -8.44929293e-02, - -1.44007867e-02, -2.09040716e-01, 9.51506197e-02, -6.35753945e-03}}, - - {{-2.69903779e-01, -2.66318731e-02, 7.80581012e-02, 3.73853371e-02, - -1.17432931e-02, -3.23038310e-01, 7.41006881e-02, 1.52713716e-01}, - {-1.94585666e-01, -1.20963536e-01, -1.57998633e-02, -5.12194727e-03, - 1.50580630e-01, 1.92941707e-02, -1.63986608e-01, 1.65717021e-01}, - {-2.89092749e-01, -1.79625332e-01, -1.23783648e-01, -8.10109377e-02, - -2.62756407e-01, -1.08534530e-01, -7.51899630e-02, -1.52088627e-01}}, - - {{-2.86375791e-01, 8.72424319e-02, -4.08685766e-03, -2.81006366e-01, - -4.58142012e-02, 1.59685925e-01, -6.53949827e-02, 1.06983811e-01}, - {-2.53227711e-01, 7.68037066e-02, -1.47342235e-01, -2.94127673e-01, - -2.92640388e-01, -1.22997224e-01, 3.79925817e-01, 8.21089506e-01}, - {-4.84727144e-01, -3.53567064e-01, -9.77892801e-02, -5.48890643e-02, - 1.62044942e-01, 2.71699429e-01, 1.43613294e-01, 1.07191965e-01}}}, - - - {{{-1.16577752e-01, -8.02243352e-02, -2.72496026e-02, -1.55876577e-01, - 5.29550076e-01, 1.87036574e-01, 1.40422285e-01, -7.19005406e-01}, - {-1.33299053e-01, -6.39007837e-02, -2.56929487e-01, -4.76741403e-01, - 1.17535144e-01, 2.61328280e-01, 4.69515532e-01, 5.22640646e-01}, - {-3.85122597e-01, 3.70699726e-02, -2.11936340e-01, -1.43940940e-01, - -3.09709758e-01, -5.04188955e-01, 1.32730827e-01, -2.88526148e-01}}, - - {{ 4.19303738e-02, -1.06076166e-01, -9.46891233e-02, -1.09995194e-01, - 5.24617061e-02, 1.03846483e-01, 4.53058541e-01, 1.93382502e-01}, - {-1.78798154e-01, -1.92363679e-01, -9.93373469e-02, 7.25821704e-02, - 4.90842402e-01, -2.27268130e-01, -5.08921623e-01, -1.92979559e-01}, - {-2.99425632e-01, -1.29548938e-03, 8.71573091e-02, 2.03429475e-01, - 3.07565838e-01, 6.14198446e-01, 2.15132013e-01, 3.73194695e-01}}, - - {{-9.10712853e-02, -1.76180035e-01, -1.50156304e-01, 8.26417506e-02, - -5.57664111e-02, 1.25445947e-01, 1.19950332e-01, -3.32299769e-01}, - {-2.95234293e-01, -1.89944521e-01, -1.95024997e-01, -1.60413429e-01, - -4.99248654e-01, -3.89473319e-01, -1.06824271e-01, -7.48669505e-01}, - {-3.29151481e-01, 4.33366120e-01, -1.07333034e-01, 1.73480585e-01, - -3.46068352e-01, -6.09055281e-01, 3.39470506e-01, 1.96705461e-01}}}, - - - {{{-3.08764100e-01, -1.22914106e-01, -4.41632159e-02, 2.49959290e-01, - 1.55152351e-01, 4.41465139e-01, 6.07760176e-02, -1.08423121e-01}, - {-2.80364007e-01, -1.14834212e-01, -2.69686021e-02, 1.24267347e-01, - -5.08686900e-01, -4.32996184e-01, -2.43204579e-01, -1.38384998e-01}, - {-3.18500876e-01, -4.40911092e-02, -9.81242582e-02, -2.07144916e-01, - 8.56508594e-03, -1.20747708e-01, -1.70697302e-01, 1.70587882e-01}}, - - {{ 1.66903380e-02, -2.12241858e-01, 6.14532419e-02, 2.18188614e-01, - -8.89713597e-03, 1.79596305e-01, -2.58865952e-01, 2.20142826e-01}, - { 1.14813730e-01, 2.63173580e-01, 2.38468149e-03, -2.55270563e-02, - -3.26693873e-03, 2.40166664e-01, 8.62854999e-03, -3.68594140e-01}, - {-2.74606317e-01, -2.23288000e-01, 1.42776996e-01, 1.70613512e-01, - 4.52848077e-01, 1.95439104e-02, -3.99325699e-01, 8.65979344e-02}}, - - {{ 3.82873088e-01, 1.65822104e-01, 6.20472655e-02, 6.77450523e-02, - 1.00739211e-01, 1.48899453e-02, -2.40427539e-01, -2.17602625e-01}, - { 3.12535524e-01, 4.53155935e-02, 3.36998701e-01, 6.71509514e-03, - 1.35772407e-01, 1.58965543e-01, 2.90598005e-01, 7.94491231e-01}, - {-2.36268803e-01, -1.28435701e-01, 2.67184228e-01, -3.96794677e-02, - 5.48435701e-03, -4.53344971e-01, -2.11183801e-02, 2.05977499e-01}}}, - - - {{{ 7.76922643e-01, -2.84664007e-03, 3.13956589e-02, -1.91286087e-01, - -3.10355067e-01, 1.97749421e-01, 1.17456079e-01, -4.33123410e-01}, - {-1.06547944e-01, -1.68830454e-02, -1.47759337e-02, 3.67586136e-01, - 3.60870332e-01, 2.07805499e-01, -1.06480032e-01, 5.96112609e-02}, - { 1.22566037e-01, -2.91509181e-01, -3.62811148e-01, -5.35966121e-02, - 4.23814356e-01, -1.23061471e-01, 1.95291251e-01, -1.54453546e-01}}, - - {{ 1.15422010e-01, -1.09411985e-01, -2.43435889e-01, -3.76244783e-01, - -5.52280508e-02, -1.53350338e-01, 7.33827055e-02, 8.04200396e-02}, - {-1.00532100e-01, 4.45392430e-02, 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-1.19640994e+00, + -3.61002833e-01, -7.69222677e-01, -7.08349407e-01, -1.26794243e+00}, + { 4.42371406e-02, -3.45131397e-01, 2.61502534e-01, 3.00744385e-01, + -1.73778072e-01, -3.62307101e-01, -7.57732034e-01, 1.60481417e+00}, + { 7.53214300e-01, 2.09261060e-01, 6.72595382e-01, -3.65885317e-01, + 3.32475960e-01, 2.32899666e+00, -1.01655817e+00, -1.93495274e+00}}}, + + + {{{-8.24299574e-01, 2.10699067e-01, 2.03221783e-01, -3.66266042e-01, + 5.68400085e-01, -1.53521404e-01, -1.17101979e+00, -1.21351027e+00}, + {-1.02652407e+00, -1.05284905e+00, 1.38742268e-01, -6.03006840e-01, + -1.19015194e-01, 1.30887423e-02, 6.57456756e-01, -9.25506294e-01}, + {-9.21806872e-01, -5.56435525e-01, 2.14151904e-01, -1.21536887e+00, + -1.31357893e-01, -2.45618677e+00, -2.11214781e+00, -7.39479065e-02}}, + + {{-4.98440981e-01, 1.96734339e-01, 5.89514315e-01, -5.36073595e-02, + -8.55626345e-01, -4.19561416e-01, 1.12854540e-01, 9.35440779e-01}, + {-9.04385746e-01, -7.61799335e-01, -2.53891200e-01, 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7.87859917e-01, + -6.78043425e-01, 6.91296220e-01, -7.85637081e-01, -2.51814651e+00}}, + + {{-9.89290699e-02, 2.67693758e-01, 5.31480372e-01, -1.07717073e+00, + 9.83262241e-01, 6.74441814e-01, -8.65759432e-01, -7.11041152e-01}, + {-1.55637627e-02, 4.95729506e-01, 4.63981479e-01, -6.96452141e-01, + 2.15629697e-01, 1.12340510e+00, 2.48667359e-01, -6.30068004e-01}, + {-4.53449547e-01, 1.87660709e-01, 1.65572360e-01, -6.00836992e-01, + 6.47495314e-02, 3.57607633e-01, -3.20637846e+00, -6.72705024e-02}}, + + {{-2.63915092e-01, -3.27824414e-01, -3.01853299e-01, 1.23251667e-02, + 3.02114218e-01, 8.13881397e-01, -1.39144814e+00, -3.06922650e+00}, + { 2.63439417e-01, -1.21045627e-01, 4.33881104e-01, -5.96449943e-03, + 1.72803950e+00, -3.41714919e-02, 3.62673461e-01, -6.55951560e-01}, + {-5.91660261e-01, 6.36425614e-01, 7.85374522e-01, 5.47673583e-01, + 1.53403330e+00, 1.79089987e+00, 6.44984186e-01, 1.72442687e+00}}}, + + + {{{-9.03185010e-01, -4.23494369e-01, -2.62931794e-01, 8.89320597e-02, + 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-1.34362531e+00, 2.67428327e+00, 1.07342446e+00}, + {-5.33949494e-01, 2.28427410e-01, -3.00658047e-01, 3.66510540e-01, + -2.94766873e-01, 1.44718528e+00, 2.63988614e-01, -3.51629257e+00}}}, + + + {{{ 5.27098924e-02, 5.61690688e-01, 8.07975233e-01, -9.61528197e-02, + -1.30061626e+00, 1.98405731e+00, -1.66826880e+00, 6.66539252e-01}, + { 4.87823009e-01, 2.10378751e-01, 1.15530372e+00, -7.73290098e-01, + -9.93913591e-01, -6.86784685e-01, 2.52360058e+00, -7.34762847e-01}, + { 4.32737529e-01, -5.45964539e-01, -6.20392084e-01, 5.18437522e-03, + 1.04348481e+00, 2.95209622e+00, -8.07893455e-01, -7.20858455e-01}}, + + {{-2.45475754e-01, 9.65213954e-01, 1.00634515e+00, 9.93852079e-01, + 1.16100512e-01, 1.49878871e+00, -2.62421966e+00, 3.28580916e-01}, + {-2.13185161e-01, -3.30341868e-02, 1.36982471e-01, -7.10178554e-01, + -1.66183904e-01, 6.86206698e-01, 1.99580884e+00, 1.43745983e+00}, + {-6.62248731e-01, -9.48751718e-02, -4.76407021e-01, -6.95519388e-01, + 1.03505421e+00, -3.36172998e-01, 2.40622342e-01, -4.33128253e-02}}, + + {{-2.78565913e-01, -6.58891022e-01, 5.52821040e-01, -6.30812943e-01, + -1.37478280e+00, -1.73711851e-01, -6.47554636e-01, -1.10953331e+00}, + {-3.21318001e-01, 1.70704782e-01, -1.90226698e+00, 6.48670018e-01, + 1.63332224e-01, -1.70836258e+00, 3.13718891e+00, 2.57231236e+00}, + { 6.85878277e-01, -5.05294859e-01, -1.09402291e-01, 3.25223841e-02, + -1.58883572e-01, 6.55808032e-01, -3.31997186e-01, -3.95576775e-01}}}, + + + {{{ 4.33547124e-02, -3.78135383e-01, 5.15824556e-01, 9.76800844e-02, + 1.12874672e-01, -2.36037418e-01, 7.92157471e-01, -1.02221060e+00}, + { 9.70385298e-02, 5.69395542e-01, -3.66208166e-01, 5.13738930e-01, + -2.27389514e-01, -2.57540882e-01, 6.05915189e-01, -9.50081289e-01}, + {-1.23469019e+00, 8.71830136e-02, -7.72900760e-01, -1.61101058e-01, + -2.40726709e-01, -1.19558406e+00, -1.21772707e+00, -1.02997518e+00}}, + + {{-4.11447972e-01, 1.26839280e-01, 1.25410467e-01, -8.83437335e-01, + -2.44930595e-01, 6.99285626e-01, -1.01236808e+00, 4.22792339e+00}, + {-4.50888842e-01, 4.39534336e-01, 5.30740758e-03, -7.14076519e-01, + -5.57995141e-01, 6.72858238e-01, -2.69132137e-01, -2.52805024e-01}, + {-6.83101058e-01, 2.84849584e-01, 1.24383196e-01, -4.56646383e-01, + -1.68620682e+00, -4.82327342e-01, -1.52110791e+00, -1.05156422e+00}}, + + {{-9.38284874e-01, 3.51754576e-01, -4.44613136e-02, -5.68863690e-01, + -1.73719168e-01, -3.99688095e-01, 1.20870993e-02, -2.98479843e+00}, + {-7.10719049e-01, 8.85446727e-01, 2.00715270e-02, 9.96581316e-02, + -3.52229983e-01, 3.29277426e-01, 5.62491775e-01, -8.41273308e-01}, + {-9.82324004e-01, -6.45443976e-01, 1.99685782e-01, 1.49698541e-01, + 3.70325334e-02, 9.58122849e-01, 3.52637315e+00, 5.43624210e+00}}}}; const float conv2d_biases[KERN_NUM] = -{ 0.15394738, -0.24660751, -0.47102153, 0.01286275, 0.11122251, 0.15418878, - -0.07075365, 0.2592918, -0.19516735, -0.1691752, -0.25198013, -0.2128069, }; +{ 0.30657127, 0.56357574, -0.5315468, 0.50984967, -0.81846726, -0.4257223, + 1.1424022, 0.08592708, -0.5982175, 0.7311124, 0.19588305, 0.12503539}; const float dense1_weights[DENSE1_NUM][CONV_NUM+2] = -{{-2.19439745e-01, 6.67895496e-01, 2.34329760e-01, -3.71272475e-01, - 3.41749638e-01, -3.16659391e-01, -9.62992087e-02, -1.65089685e-02, - 2.36742616e-01, 8.46495852e-02, -1.43172488e-01, 1.14353344e-01, - -2.61860728e-01, 1.15042694e-01, 9.41605195e-02, 1.39154449e-01, - 3.19445878e-01, -5.53664804e-01, 9.97883901e-02, -1.13380201e-01, - 1.14429854e-01, -1.19148586e-02, 2.44450673e-01, -4.28068750e-02, - 2.64769010e-02, 1.66880950e-01, 2.89236791e-02, -3.42603713e-01, - 5.13238788e-01, -3.96684647e-01, -2.48827383e-01, 7.34203219e-01, - -3.51736136e-02, -3.17846656e-01, 4.49717760e-01, 3.58570874e-01, - -3.85865599e-01, -7.63759166e-02, 6.20521903e-01, -3.37734640e-01, - 1.04294956e-01, -7.24509805e-02, 3.99681628e-02, -2.94223517e-01, - 4.40992057e-01, 1.07971847e-01, 1.58098593e-01, 2.49682963e-01, - -2.02969953e-01, 4.16567147e-01, 1.92835495e-01, -1.54072180e-01, - 5.32020777e-02, -5.81165791e-01, 1.64770067e-01, -1.58969596e-01, - 2.47447938e-01, 2.17476025e-01, 2.37501487e-01, -4.88633774e-02, - -9.42014065e-03, 2.83575207e-01, 1.42904356e-01, 2.79435441e-02, - 8.83578658e-02, -2.28128418e-01, 1.23124726e-01, 7.52629116e-02, - 1.59658894e-01, -4.08445030e-01, 5.50793469e-01, -1.39264897e-01, - 4.13394511e-01, -1.30290948e-02, 1.25741768e+00, -5.84806263e-01, - 1.16084605e-01, -1.01281814e-01, -7.61162490e-02, -1.92495137e-01, - 3.11377227e-01, 7.52383890e-03, 3.62600803e-01, 3.88733208e-01, - -9.78208929e-02, -8.90803561e-02, 5.12182713e-01, -1.83420971e-01, - 2.15549231e-01, -2.08106309e-01, -2.64883190e-01, -2.19107512e-02, - 8.11114907e-02, -2.38286376e-01, 4.09634709e-01, 4.07929689e-01, - 1.32431746e-01, 1.38961181e-01, 5.38337290e-01, 4.64661509e-01, - 1.20846227e-01, -2.12812185e-01, -4.24246013e-01, 5.30983496e-04, - -1.06362365e-01, -3.93508703e-01, 7.34219193e-01, 3.68472010e-01, - 5.21528423e-01, 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-1.54683338e-02, + 1.55652538e-01, -8.78419131e-02, -2.08754525e-01, 5.81851453e-02, + -8.84815827e-02, -1.18928239e-01, -2.51440674e-01, 1.30130395e-01, + -3.00064702e-02, -9.36129615e-02, -1.08155243e-01, -1.36479869e-01, + -9.34386328e-02, 4.10392396e-02, 1.12659603e-01, -1.84535146e-01, + -2.48101298e-02, 1.07264102e-01, 1.38167843e-01, -1.66478038e-01, + -1.56920612e-01, -5.13916835e-02, 8.68935958e-02, -8.59376341e-02, + -1.95260435e-01, -1.30484328e-01, -1.22295760e-01, -7.28255510e-02, + 5.76758832e-02, -2.13202849e-01, 6.14621378e-02, 7.92645440e-02, + -1.58340290e-01, 8.03283378e-02, 3.43027972e-02, -1.45674288e-01, + -1.54250935e-01, -2.19970196e-01, -2.17606768e-01, -1.25256583e-01, + -1.47345990e-01, -2.03021184e-01, -2.10771829e-01, 9.64538157e-02, + -1.47181049e-01, 1.34211078e-01, -1.54955789e-01, -2.45649040e-01, + -1.84061006e-01, 3.41402218e-02, 6.89381063e-02, -3.71473543e-02, + -2.04110980e-01, 3.55339088e-02, 1.61996588e-01, -1.74654111e-01, + -1.90808177e-01, 1.08098097e-01, -9.27008688e-02, -8.08756649e-02, + 2.51721684e-02, 3.03094033e-02}}; const float dense1_biases[DENSE1_NUM] = -{-0.0806553, 0.07583866, 0.0848485, -0.16181457, 0.04131591, -0.16842675, - -0.27449414, -0.13381267, 0.28475025}; +{ 1.053788, -1.3558989, 0.18527874, 0.6175318, 0.6416234, 0.4285552, + -0.73394924, 1.8222494, -0.04504689}; const float dense2_weights[DENSE2_NUM][DENSE1_NUM] = -{{-0.45902982, -0.4020178, -0.07553823, -0.07529096, 0.12201421, -0.527663, - -0.08211826, 0.02107002, -0.41526073}, - {-0.05717847, -0.49629915, -0.528368, -0.2721478, -0.45421872, -0.4200583, - 0.31472674, -0.47363356, 0.21877933}, - {-1.2044916, 0.26859465, 0.24234964, -0.2719993, 0.40545836, 0.21745701, - -0.2942707, 0.4239287, 0.7393717, }, - { 0.4279736, 0.13975708, -0.34430546, -0.60079885, 0.5198798, 0.38007632, - -0.07903776, 0.23893832, -0.26493698}, - { 0.07426065, 0.61665547, -0.47348467, -0.85366946, 0.4373599, -0.4188264, - -0.14198977, -1.0490828, -0.14487036}, - {-0.45177612, 0.19769508, -0.08491959, 0.39108917, -0.02863354, 0.15112114, - 0.5750736, 0.01708996, -0.5571681, }, - { 0.2405497, 0.43216386, -0.27182713, -0.5431654, 0.46385482, 0.18133073, - 0.24162228, -0.4005788, 0.29586533}, - {-0.23815401, -0.577967, -0.23631395, -0.42012972, -0.3490317, -0.10427063, - 0.22232342, -0.2567554, 0.00389202}, - {-0.5315702, 0.09060316, -0.60833335, -0.17480001, 0.39437234, 0.27995926, - -0.6264259, 0.04630008, -0.5315923, }}; +{{ 1.2367374, 0.24146008, -1.2894262, -0.78713924, -0.21402794, 0.5493901, + 0.9423126, 0.5647967, 0.05701566}, + { 0.38746893, 0.00428025, -1.2842764, -0.27961367, -3.6258001, -1.5378412, + 0.35678828, 0.67668325, 0.10694554}, + {-0.48869646, 0.66827244, 0.25788188, -0.22274576, -0.6806977, 0.21011126, + -1.0310936, 0.91176426, -0.23632596}, + { 0.51546794, 0.8689218, 1.1948853, -0.83076894, 0.49232307, -1.1209159, + 0.9526992, -0.5166196, 0.10357991}, + {-0.775597, 0.9053862, 0.12239399, 0.16862136, -0.00724305, 0.17549382, + 0.6075455, 0.40287504, 0.2689255, }, + {-0.85174584, 0.21383955, -0.47540703, 0.43013665, 0.8255774, -0.9011186, + -0.39412776, 0.7569163, -0.40577993}, + { 0.07308832, -0.75781226, -0.6199449, 0.10059998, -0.9772228, 0.13857754, + 1.5010308, 0.8273674, 0.46493417}, + { 0.48361295, 0.37527657, -2.1219387, 0.9890607, -1.0678271, 1.1371131, + -0.22961715, 0.20971125, 0.56386834}, + {-1.2325318, 0.42388442, 0.41556233, 0.6537905, -0.60079503, -2.3945503, + 0.8705061, -1.8677905, -0.5868963, }, + { 0.89914393, -0.33787677, 0.69202226, 0.1815123, 0.18008913, 0.7346002, + -1.3625355, 0.53687274, -0.33806288}}; const float dense2_biases[DENSE2_NUM] = -{-0.02319774, 0.2312507, 0.18518656, 0.0344083, 0.04457301, -0.20525749, - -0.20666422, 0.18317206, -0.14519683}; +{ 0.9344718, -1.6831918, 1.3630514, -0.46570075, -3.1293206, -1.60288, + 1.1122158, 1.2560936, 0.7234227, -3.1318889, }; const float output_weights[DENSE2_NUM] = -{-0.01794957, 0.7150688, -0.4237901, 0.51819545, 0.64770865, -0.55876374, - -0.10490584, 0.35514644, 0.61240315}; +{-0.40846574, 1.0135655, 0.46144846, 0.27030516, 0.43891, -0.38720724, + 0.44470504, -0.54563886, 0.5866154, -0.4098915, }; const float output_bias = -0.015851846; +1.0676854; |