diff options
Diffstat (limited to 'include')
| -rw-r--r-- | include/weights.c | 552 | ||||
| -rw-r--r-- | include/weights.h | 10 |
2 files changed, 13 insertions, 549 deletions
diff --git a/include/weights.c b/include/weights.c index 0ce633e..bf1af4c 100644 --- a/include/weights.c +++ b/include/weights.c @@ -1,561 +1,25 @@ #include "weights.h" const float conv2d_weights[KERN_NUM][KERN_SIZE][KERN_SIZE][KERN_CHAN] = -{{{{ 6.22610673e-02, 1.26736924e-01, -1.02008648e-01, 3.99957091e-01, - 5.84163144e-02, -7.77858078e-01}, - {-1.32753715e-01, 1.84778899e-01, -1.64919034e-01, -5.66342808e-02, - -5.64122647e-02, 9.34444666e-02}, - {-1.94774374e-01, 4.68760222e-01, -4.49171931e-01, 1.64987385e-01, - 9.88645911e-01, 2.52540469e-01}}, - - {{ 3.29822540e-01, 1.19760605e-02, 9.08994824e-02, 8.73268582e-03, - -5.63498996e-02, -9.51385498e-02}, - { 6.21417820e-01, 7.28925690e-02, -7.96311796e-02, 2.64317214e-01, - 5.40069282e-01, 8.96547437e-02}, - { 1.69037235e+00, 1.94192275e-01, -8.53854977e-03, -4.52206172e-02, - 1.70283675e-01, 5.89766622e-01}}, - - {{-5.18752709e-02, 4.27550040e-02, -1.67067125e-01, 3.45738143e-01, - 1.70599535e-01, 2.94423044e-01}, - {-7.06133470e-02, 1.12315975e-01, -3.51143368e-02, 8.14565420e-02, - 1.02614202e-01, -2.02820405e-01}, - {-3.23943734e-01, 9.17679220e-02, 7.29916170e-02, -1.47681460e-01, - -4.04933006e-01, 8.04640830e-01}}}, - - - {{{ 3.51974070e-02, 2.48926163e-01, 4.81329232e-01, 5.13415635e-01, - -7.02497689e-03, -3.24719459e-01}, - { 4.63851511e-01, 2.24088892e-01, -2.38310788e-02, -1.31744921e-01, - -7.09152669e-02, -3.70665222e-01}, - { 3.33008707e-01, 3.11713904e-01, -2.13560765e-03, -3.99068743e-01, - 2.66236991e-01, 2.34622642e-01}}, - - {{ 2.80650258e-01, 1.18391819e-01, 7.86286950e-01, 3.83224100e-01, - 9.04845119e-01, 3.34216803e-01}, - { 5.68595529e-01, -2.35757649e-01, 6.99990317e-02, 6.74923882e-02, - -8.32762003e-01, 1.24100363e+00}, - {-1.00051033e+00, 2.93944895e-01, 3.06046695e-01, -9.28440318e-03, - -9.35186539e-03, 2.20919207e-01}}, - - {{ 6.66759815e-03, 1.19789369e-01, 3.97634327e-01, 9.30370465e-02, - -1.77275255e-01, -2.61829644e-01}, - { 4.66823757e-01, 2.00457405e-02, -2.87126333e-01, -3.21332842e-01, - 1.67800367e+00, 3.42226833e-01}, - { 1.91572651e-01, -7.30464160e-02, 1.59776866e-01, 9.97532830e-02, - -1.96516275e-01, -3.02172184e-01}}}, - - - {{{-1.06040251e+00, -4.58351016e-01, 2.81159073e-01, 1.33820191e-01, - -2.21297905e-01, 7.26722002e-01}, - { 5.58439851e-01, 6.46693781e-02, 3.48674133e-02, -2.95924664e-01, - -2.22017646e-01, -2.56757468e-01}, - { 2.72904068e-01, 3.27198684e-01, 3.06594167e-02, -2.18694463e-01, - -1.08994871e-01, 5.93356729e-01}}, - - {{-5.32212257e-01, -6.01886064e-02, -1.27802324e-02, 3.08199316e-01, - -3.73574123e-02, -2.26912618e-01}, - { 7.11343363e-02, -9.29896906e-02, -1.64016381e-01, 3.32116097e-01, - 3.90408486e-01, 1.70818493e-02}, - { 2.08551839e-01, 9.36629400e-02, 1.25579342e-01, 1.80740505e-01, - -1.99412219e-02, 2.52704043e-02}}, - - {{-3.85575980e-01, -2.46876441e-02, -3.87784094e-02, -3.49405080e-01, - 8.28276873e-02, 1.40973091e-01}, - {-1.53483540e-01, 8.94628614e-02, 8.37426167e-03, -1.02064168e+00, - -4.01206911e-01, 4.74740803e-01}, - { 1.37414709e-01, -2.47471884e-01, 4.12058055e-01, -9.10599232e-02, - -3.63212824e-01, -3.78832698e-01}}}, - - - {{{-1.70037299e-01, -4.00092788e-02, -8.39992985e-02, -1.54255971e-01, - -2.31972307e-01, -4.19805139e-01}, - {-1.63114786e-01, 1.04176104e-01, 2.11836826e-02, -2.19818801e-01, - -2.76728243e-01, -1.88782319e-01}, - { 5.86960793e-01, 6.45907074e-02, 2.62301564e-01, -5.26586138e-02, - -1.29252076e+00, 1.38527513e-01}}, - - {{-4.48011458e-01, 1.76704465e-03, -7.00789243e-02, -7.89965689e-02, - 1.72738470e-02, -5.78323901e-02}, - {-7.61390984e-01, -6.91496655e-02, 1.50119305e-01, 4.60360833e-02, - 3.88965815e-01, -1.58825815e-01}, - { 4.71864313e-01, -1.16966933e-01, -3.53628337e-01, -1.40561208e-01, - 7.35900581e-01, 9.09809291e-01}}, - - {{ 2.77192853e-02, -4.31923848e-03, -3.44157696e-01, -2.78763413e-01, - -5.08847600e-03, -3.37675601e-01}, - { 4.27203476e-02, 2.32497975e-02, 8.02481472e-02, 1.50332436e-01, - -6.70554817e-01, -5.50610900e-01}, - { 6.15908086e-01, 1.96960464e-01, -6.46849573e-02, -3.25510949e-01, - -1.98882923e-01, -3.38849276e-01}}}, - - - {{{ 1.49058032e+00, 1.30391747e-01, 1.74847901e-01, 4.35340941e-01, - -3.56483221e-01, 1.44276214e+00}, - { 5.17184794e-01, -8.31377655e-02, 6.96839929e-01, 4.12471801e-01, - 7.32842863e-01, 3.94973993e-01}, - {-1.89045265e-01, 2.49336705e-01, 7.27653801e-02, -3.70033294e-01, - 1.01663232e-01, 2.84896549e-02}}, - - {{ 5.33692062e-01, -8.40143636e-02, 1.20256886e-01, -1.25592440e-01, - -1.93495415e-02, 1.12029932e-01}, - {-1.15176760e-01, 1.87040761e-01, 4.13196869e-02, 1.32134870e-01, - -7.38454610e-02, -8.57707635e-02}, - {-3.31866257e-02, 2.06051588e-01, 2.05229167e-02, -4.13817495e-01, - 2.19075114e-01, -9.51878190e-01}}, - - {{-2.43323699e-01, 9.98051763e-02, -2.33354807e-01, -5.77327982e-03, - -4.79015440e-01, -1.01869978e-01}, - {-1.95580721e-01, 1.00357383e-02, -2.02007368e-01, 2.88200825e-01, - 4.72620457e-01, -1.54943779e-01}, - {-7.70452060e-03, -4.10258351e-03, -9.13125500e-02, 3.26437540e-02, - -2.24320982e-02, 6.46559596e-01}}}, - - - {{{ 2.19174847e-01, -2.80893892e-02, -2.68576890e-01, -2.37677664e-01, - -6.82906866e-01, -1.17635280e-02}, - { 2.89752364e-01, -2.34982446e-02, 3.67698492e-03, 1.84605405e-01, - -3.62899512e-01, 2.20367044e-01}, - { 1.97276783e+00, -4.74703312e-03, 9.79098082e-02, 9.08116341e-01, - -2.93784946e-01, 1.71711549e-01}}, - - {{ 1.03893578e-01, 1.77350178e-01, 1.84816614e-01, -3.99423540e-01, - -2.53296047e-01, -1.17409341e-01}, - { 7.99855962e-02, 1.29951820e-01, 1.72780156e-01, -6.67097196e-02, - 3.86998892e-01, 7.50973105e-01}, - { 4.66635138e-01, 1.62094876e-01, 1.46179259e-01, -1.65695414e-01, - 8.02263796e-01, 1.01195204e+00}}, - - {{-8.54533911e-02, -1.41521394e-01, -5.05122244e-02, 5.15271239e-02, - -3.33700329e-01, -9.51495096e-02}, - { 4.78429869e-02, -1.38176396e-01, -2.21396074e-01, 4.39588904e-01, - -3.78614515e-02, -1.38109028e-01}, - { 2.18906537e-01, 1.41310588e-01, -2.41712540e-01, 4.84292895e-01, - -1.54140860e-01, -4.62852120e-01}}}, - - - {{{-8.12079608e-01, -4.45187986e-02, -6.57491619e-03, -4.45615828e-01, - -5.48512101e-01, 2.44066343e-01}, - {-4.50517416e-01, -2.31274411e-01, -1.30828097e-01, -8.95945355e-02, - -2.00883672e-02, -4.34540696e-02}, - {-4.34065521e-01, -4.73441184e-02, 1.69805840e-01, 4.02507856e-02, - -5.06688237e-01, 1.00695856e-01}}, - - {{-3.47137332e-01, -2.97682527e-02, -1.78610906e-02, 2.18348745e-02, - -5.16474321e-02, -6.31263196e-01}, - {-5.68036079e-01, -3.12248170e-01, -1.25882775e-01, -2.18669698e-01, - -1.62144065e-01, 2.58585393e-01}, - {-4.80635315e-01, -1.09255292e-01, -7.42611736e-02, 4.76464853e-02, - -2.03115925e-01, 2.76582658e-01}}, - - {{-1.05230606e+00, -1.42961904e-01, -6.62753060e-02, -3.71821560e-02, - -3.17636162e-01, -2.14411929e-01}, - {-4.65290725e-01, -2.49341112e-02, -1.64723366e-01, -3.27714145e-01, - -6.66987002e-02, -2.79007480e-02}, - {-9.40316737e-01, 4.10899371e-02, -9.31140855e-02, -4.44192499e-01, - -4.86403070e-02, -5.84515333e-01}}}, - - - {{{ 9.19007361e-01, 1.49038285e-01, 2.41707161e-01, 2.54622430e-01, - -2.73390591e-01, 1.47304526e-02}, - { 5.29681265e-01, 3.08011800e-01, -8.05137753e-02, -2.67121941e-01, - 9.46835279e-02, 5.95021248e-02}, - { 5.89558721e-01, -3.07517260e-01, 1.45557150e-01, -1.82723463e-01, - 4.89876300e-01, 6.18842803e-02}}, - - {{ 3.70961577e-01, 1.20459110e-01, -5.24418950e-02, 5.96853673e-01, - 3.48191053e-01, 1.22134104e-01}, - { 8.98721397e-01, 3.75704169e-01, -3.16534564e-02, -2.71686562e-03, - 7.21858293e-02, 1.45490915e-01}, - { 4.97742027e-01, -4.53889929e-02, -1.46379089e-02, 4.19956744e-01, - -8.83420929e-02, 1.42255323e-02}}, - - {{ 5.08450568e-01, -3.19700181e-01, 4.26574320e-01, -6.30437732e-01, - -2.93414146e-01, -1.93939850e-01}, - { 4.38413769e-01, 2.27074012e-01, 1.38184741e-01, -1.18361510e-01, - -3.44287038e-01, 3.18759978e-01}, - { 7.45677769e-01, -2.73597449e-01, 5.33725917e-01, 3.19393933e-01, - -2.98557132e-01, 2.56215006e-01}}}, - - - {{{-3.48750949e-01, -3.39567453e-01, -1.33865386e-01, -1.84566110e-01, - -1.83222815e-01, 5.67223467e-02}, - { 9.21244249e-02, 1.30478159e-01, 1.19493388e-01, 2.62393415e-01, - -9.63652879e-02, 8.98348570e-01}, - { 3.87799263e-01, -1.00126132e-01, 2.91861653e-01, 1.98628735e-02, - 2.95907527e-01, 9.29052830e-02}}, - - {{-1.33091239e-02, -1.65312797e-01, -1.64539829e-01, -1.91681772e-01, - 4.40562546e-01, -5.10213792e-01}, - {-7.04615191e-02, -2.43937969e-01, -1.92065518e-02, 2.95835018e-01, - -8.48817527e-01, -1.07865170e-01}, - { 2.12156102e-01, 3.12767118e-01, 4.67079803e-02, 4.23641652e-01, - 3.67144644e-01, 4.15186584e-01}}, - - {{-4.54169303e-01, -1.10878393e-01, 1.40793219e-01, -4.82973933e-01, - -5.83355546e-01, -4.02730137e-01}, - {-6.71319366e-01, -6.83311164e-01, -2.53296852e-01, -1.17931247e-01, - -1.94382787e-01, 2.71097064e-01}, - {-8.22793007e-01, -3.29952762e-02, 2.26548761e-01, -2.89201111e-01, - -5.34219146e-01, -4.31957215e-01}}}, - - - {{{ 2.21570045e-01, -4.61704321e-02, -7.80589804e-02, 1.12441570e-01, - 1.44643411e-01, 1.76498860e-01}, - { 5.98575510e-02, 1.15886547e-01, 2.12889031e-01, 1.14447482e-01, - -2.21642479e-01, -6.22702658e-01}, - { 7.64898024e-03, 1.18548512e-01, -2.44605213e-01, 1.10780716e-01, - 8.23918954e-02, 3.00280392e-01}}, - - {{ 4.39941704e-01, 7.34036118e-02, -5.13411351e-02, -5.40374815e-02, - 3.16693038e-01, 3.29364866e-01}, - { 1.45841792e-01, 7.05012083e-02, 1.38121322e-01, 2.37748250e-01, - -3.30028266e-01, -6.62800252e-01}, - { 1.77027702e-01, 1.49765816e-02, 4.56727296e-02, -2.44290799e-01, - -2.14785840e-02, -5.47940195e-01}}, - - {{ 1.63033605e+00, 1.27090186e-01, -8.27345997e-03, 1.06211150e+00, - 8.29903111e-02, 4.28688288e-01}, - { 3.95001441e-01, 2.86689755e-02, 1.79315567e-01, 5.27289689e-01, - 2.42726102e-01, 2.06614330e-01}, - { 2.73400545e-01, -4.62018512e-02, 1.81351840e-01, -9.24440399e-02, - 8.12795639e-01, -1.12409048e-01}}}, - - - {{{-2.33889848e-01, 1.36151820e-01, 1.15542665e-01, 3.25901777e-01, - 3.25582594e-01, -1.08095825e-01}, - {-4.86720055e-01, -1.43843904e-01, -3.32807004e-02, -5.69215953e-01, - -3.85763228e-01, -8.82473886e-02}, - {-1.75578630e+00, 7.45301843e-02, -4.89061028e-01, -9.85102236e-01, - -4.35232893e-02, 1.24381863e-01}}, - - {{ 1.13066668e-02, 5.06751239e-02, 1.22664357e-02, -5.54655306e-02, - 3.04601341e-01, -1.89349473e-01}, - {-1.86721697e-01, -2.31332451e-01, -6.92872182e-02, 1.94985092e-01, - -1.82094678e-01, -6.08450830e-01}, - {-2.16326594e-01, 1.16397470e-01, -1.32518038e-01, -3.66681032e-02, - 1.43481225e-01, -1.33359349e+00}}, - - {{ 2.72197854e-02, -7.13944361e-02, -1.66030467e-01, 1.41010463e-01, - -5.24001429e-03, 6.77291304e-02}, - {-8.26422572e-02, -4.08883318e-02, 1.90693796e-01, 4.55707535e-02, - 2.43058264e-01, -3.13074440e-01}, - {-2.82402873e-01, -3.94367473e-03, 9.75417048e-02, -4.33218837e-01, - -2.49651104e-01, -6.01977222e-02}}}, - - - {{{ 1.88976690e-01, -2.49853790e-01, -3.51659328e-01, -5.05926132e-01, - -5.54779351e-01, -9.30937901e-02}, - {-6.69566810e-01, -3.50594819e-01, -2.60491729e-01, 1.44327685e-01, - 3.04998487e-01, -3.80130678e-01}, - {-6.45996571e-01, -1.18687280e-01, -4.10587072e-01, 1.37361750e-01, - -3.19957733e-01, 3.31452712e-02}}, - - {{ 3.53187770e-01, 2.92797625e-01, -1.61100067e-02, -8.15149844e-02, - -4.63608801e-01, -8.36839974e-01}, - {-4.01859611e-01, -1.58319473e-01, 1.34145051e-01, -1.86359614e-01, - -1.56542495e-01, -3.15799527e-02}, - {-3.98031533e-01, 2.95922905e-02, -4.80659962e-01, 1.95414677e-01, - -2.30337188e-01, -2.17120871e-01}}, - - {{ 4.54023063e-01, 1.69102877e-01, -2.53470182e-01, 7.38869727e-01, - -4.42220658e-01, 4.70840961e-01}, - { 5.36338449e-01, 3.11948657e-01, -2.47342765e-01, -5.96811295e-01, - -1.13290817e-01, 9.92319435e-02}, - { 2.00818792e-01, -4.12002355e-01, -4.20255005e-01, -1.12456828e-01, - -6.13950312e-01, 1.21014357e+00}}}}; +{{{{-1.792356252670288, 0.045959603041410446, -0.44470080733299255, -0.5610349178314209, -0.06133293733000755, -1.6044321060180664}, {-0.8482275605201721, 0.3554159700870514, 0.3765759766101837, -0.6988202333450317, -0.009253469295799732, 1.7257081270217896}, {-0.1998874843120575, -0.0018805187428370118, -0.3926839232444763, -0.21416880190372467, 0.40096306800842285, -0.5963981747627258}}, {{-0.42352327704429626, -0.3189696967601776, -0.12813986837863922, -0.3273812234401703, 0.09895146638154984, 0.681057333946228}, {0.46368125081062317, -0.02372085303068161, 0.0858246386051178, 0.18244633078575134, 0.2677820920944214, -0.30015894770622253}, {1.1427932977676392, 0.28098076581954956, -0.03540799021720886, 0.726893961429596, 0.4893821179866791, 0.7966315746307373}}, {{0.08283450454473495, 0.07382198423147202, 0.13161101937294006, -0.27031755447387695, -0.5034846663475037, -0.34916529059410095}, {1.0494776964187622, 0.4591514766216278, 0.5166268348693848, 0.004642194602638483, 0.5623599886894226, 1.0966616868972778}, {1.3893250226974487, 0.390826016664505, 0.07028573751449585, 0.18232424557209015, 0.21388313174247742, 0.1308750957250595}}}, {{{3.2195279598236084, 0.3132780194282532, 0.12581172585487366, 1.3602895736694336, 1.1115232706069946, 2.0575411319732666}, {0.7347159385681152, -0.19631926715373993, 0.07962007075548172, 0.41062232851982117, -0.3476366102695465, -1.1102240085601807}, {0.4616946280002594, 0.03787379711866379, 0.23907998204231262, -0.3143974542617798, 0.5840767025947571, 0.4643036127090454}}, {{0.8379841446876526, -0.13870981335639954, -0.4259784519672394, 0.2981906533241272, 0.38341444730758667, -1.2027901411056519}, {0.13048188388347626, 0.5225787162780762, 0.12241751700639725, -0.2857150733470917, -0.44477370381355286, -0.2816072702407837}, {-0.19159360229969025, 0.03562331572175026, -0.03066505864262581, -0.024338655173778534, -0.15563206374645233, -0.21084341406822205}}, {{0.3359562158584595, -0.17536373436450958, 0.12395679205656052, 0.19289201498031616, 0.2580380141735077, -1.2667194604873657}, 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-0.5720397233963013, -0.45610663294792175}, {-0.2567048668861389, -0.02785676345229149, 0.2138589769601822, -0.07059278339147568, 0.06127685308456421, -0.13180659711360931}}, {{-0.14702127873897552, -0.22281339764595032, -0.27872607111930847, 0.14646245539188385, -0.12265104800462723, -0.728735089302063}, {0.7955286502838135, 0.12487821280956268, -0.15976881980895996, 0.4566987156867981, 0.27210733294487, 1.098629355430603}, {0.014018688350915909, 0.033856526017189026, -0.0366804338991642, -0.5526979565620422, -0.06577160209417343, -1.620734691619873}}, {{-2.143542766571045, -0.5970339775085449, -0.38057783246040344, -0.7683815956115723, -0.5387563705444336, -0.404709130525589}, {0.8642080426216125, 0.5600897669792175, 0.08650325983762741, 0.37876489758491516, 0.3583883047103882, -0.5838484764099121}, {0.05273551493883133, -0.4284585118293762, 0.16396145522594452, 0.45371732115745544, -0.0807349756360054, 0.8984981179237366}}}}; const float conv2d_biases[KERN_NUM] = -{-7.0537925e-01, -5.2856308e-01, 3.9438587e-01, 5.7075858e-01, - 2.2353417e-04, -3.4354743e-01, 2.8509900e-01, 2.4562109e-01, - 2.6523420e-01, -3.5638392e-01, -3.6159530e-01, 1.9663265e-01}; +{0.15133579075336456, -0.8923313021659851, -0.36973047256469727, 0.5388818383216858, 0.0858345776796341, -0.7584590911865234, 0.4085718095302582, -1.4929063320159912, -0.7710651159286499, -0.26017212867736816, 0.4929918050765991, 0.3465316891670227}; const float dense1_weights[DENSE1_NUM][CONV_NUM+2] = -{{-1.29380047e-01, 8.63722637e-02, -1.43550187e-01, -2.53869928e-02, - 6.41556904e-02, 6.52401149e-02, -2.37603128e-01, -7.23422095e-02, - -3.80962230e-02, 2.66796350e-02, 1.53446466e-01, -3.00781056e-02, - 1.86081544e-01, -1.65054977e-01, 1.54618844e-01, 1.01175904e-01, - -1.44080728e-01, -5.98663315e-02, -8.85211155e-02, -4.80357446e-02, - -1.42716512e-01, -7.51470327e-02, -1.85120001e-01, -2.26868898e-01, - 3.45773473e-02, -1.93692863e-01, -1.89577609e-01, -1.15374215e-01, - 1.79505408e-01, -1.03722669e-01, 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-0.19122621417045593, -1.3136265277862549, 0.4056379795074463, -0.6513727307319641, -0.6729021072387695, -0.5448521375656128, 0.40896767377853394, 1.392746925354004, 0.9374189376831055, 0.08630315214395523, 1.0633586645126343, -0.21241892874240875, -0.40755495429039, 2.0446937084198, -1.102255940437317, 0.5491734743118286, -2.580932855606079, -2.280150890350342, -0.0865636095404625, -1.023921012878418, -0.02283434383571148}, {0.4722962975502014, 0.177552729845047, 0.7114036083221436, -0.6255313754081726, -0.7948964238166809, -0.7044973373413086, -0.48378679156303406, -1.3181874752044678, 0.7101798057556152, -0.12288092076778412, 0.9470728635787964, 0.14184829592704773, 0.4340837895870209, 0.46984750032424927, 0.003399754874408245, -0.7928797006607056, -0.8408437967300415, 0.22136834263801575, -0.29319313168525696, -0.20582987368106842, -1.618458867073059, 0.3038344085216522, -0.6932306885719299, 0.426417738199234, 2.555203437805176, -1.2848840951919556, 0.3328304588794708, -0.4289397895336151, -0.15029525756835938, 0.23521414399147034, 0.6037552356719971, -1.8253384828567505, -4.21400785446167, -0.18071810901165009, -0.40738117694854736, 0.46061936020851135, 0.18091431260108948, 1.0400750637054443, -0.45748624205589294, 0.2883347272872925, -1.2150932550430298, -0.48624682426452637, 1.8634157180786133, 0.03485090658068657, 1.8494516611099243, 0.1310388445854187, 0.8214154243469238, -0.9175987243652344, 1.0330445766448975, 0.04255755990743637, -0.3646588623523712, -0.9356669783592224, 0.31960389018058777, -1.574504017829895, -0.4430833160877228, 0.25503450632095337, -1.2831993103027344, 0.11661268770694733, 0.22832199931144714, -0.015147832222282887, 0.6285072565078735, -1.5886822938919067, -0.14862403273582458, -0.764103889465332, 0.40700763463974, -0.3133237063884735, 0.268627405166626, -4.08449125289917, -0.9728463888168335, 0.712630033493042, 0.9829607009887695, -0.33225375413894653, 0.43524137139320374, 0.6290990710258484, 0.4433025121688843, -2.059974431991577, -0.30961406230926514, 1.5913465023040771, -0.8379538059234619, 0.7885372638702393, -0.14709052443504333, 0.12547746300697327, 0.7904469966888428, -1.1417311429977417, -0.8780814409255981, 1.4721503257751465, 0.5194165110588074, -0.918477475643158, -1.6333264112472534, -0.44656261801719666, 0.6165612936019897, 0.15298424661159515, -1.415010929107666, -0.7482002377510071, -0.41481783986091614, 0.790902316570282, 0.6055490970611572, 0.8719513416290283, 0.9849408268928528, -0.8326491117477417, 1.4107125997543335, -1.7909562587738037, 1.0529664754867554, -1.0166784524917603, -1.6736091375350952, -0.305671751499176, -0.11227153241634369, -0.6609773635864258, 3.5186944007873535, 2.2114784717559814}}; const float dense1_biases[DENSE1_NUM] = -{-0.02917442, 0.39059153, 0.2183833, 0.47891408, -0.21858653, -0.28911644, - 0.04152881, 0.40249053, 0.3295353, }; +{0.5248478055000305, -0.3028110861778259, -0.6225627660751343, 0.8403991460800171, 2.319742441177368, 0.48143962025642395, -0.40868672728538513, 0.58866286277771, 0.7109025120735168, 0.367674320936203, -0.7820289731025696}; const float dense2_weights[DENSE2_NUM][DENSE1_NUM] = -{{-0.32840613, -0.69785416, -0.12796569, 0.12476065, 0.9202246, -0.8811614, - 0.6025815, -0.76884633, 0.14685373}, - { 0.4627095, -0.40705383, -0.27498066, 0.6865754, -0.3739622, 0.5977441, - 0.49772903, -0.37041503, -1.3512735, }, - { 0.34048015, -0.07422459, -0.00281209, -0.02431133, -0.5077041, -0.26097634, - -0.18664725, -0.32610804, -0.554748, }, - {-0.15962747, 0.55636275, -0.18402399, 0.07763366, -0.35391492, -1.595141, - 0.47963142, 0.04476612, -0.5668858, }, - { 0.49629378, -0.656087, 1.0546739, 0.71680593, 0.182838, 0.5955516, - 0.05704362, 0.41261446, -0.85913724}, - { 0.07481219, 0.44507948, 0.35091212, 0.53945184, 0.23890331, -0.54984367, - -0.3469197, -0.18041843, 0.70777994}, - {-0.3298555, 0.18704697, 0.06033366, 0.05771174, -0.8264399, 0.74886125, - -0.06148995, 0.6504012, -0.00824642}, - {-0.37047404, 0.75619197, 0.32659218, 0.3292899, 0.11966825, 0.77323496, - -0.46123183, 0.13232204, 0.7302095, }, - { 0.18593466, -1.024234, 0.27068698, 0.9225348, -0.02905735, -0.29186022, - -0.9748448, -0.40920642, 0.88720506}, - {-0.22120458, -0.46917394, 0.549741, 0.5548108, -0.19296111, -1.3870267, - -0.21489508, 0.25569543, 0.43012133}}; +{{1.41881263256073, -0.5053877830505371, 0.2937285304069519, -0.261608749628067, -0.9977307319641113, -0.5602482557296753, 1.4076985120773315, -0.27086299657821655, -0.4659463167190552, -0.8805144429206848, 0.44222232699394226}, {0.6323400139808655, -0.344743937253952, -0.8902867436408997, -1.3803083896636963, 0.5028291940689087, 0.6947550773620605, -1.353922724723816, -0.31938132643699646, -0.12755289673805237, -0.03603799641132355, -0.9523354172706604}, {0.5584743618965149, 0.3806706666946411, 0.8403697609901428, 0.08945179730653763, 0.02563554234802723, -0.363899290561676, -0.5884297490119934, -0.7902857661247253, -0.06378635764122009, -0.6176642179489136, 1.2272294759750366}, {-0.028758758679032326, 0.8297051191329956, -0.06311903148889542, -1.9161841869354248, -1.2029036283493042, 0.8020212054252625, 1.4422783851623535, -0.658731997013092, -0.1861593872308731, -0.9324780702590942, 0.8862537741661072}, {0.45418572425842285, 0.7155581712722778, 0.3946041464805603, 1.361445665359497, -0.44137147068977356, 0.862851619720459, 0.47278985381126404, -0.23051990568637848, -0.459474116563797, -0.3944667875766754, -0.24683839082717896}, {-0.49958792328834534, 0.016507066786289215, -0.5190349221229553, -1.1189758777618408, -2.120861291885376, -0.2539374828338623, -0.010085277259349823, -0.5568222403526306, 0.6380278468132019, -0.3765978515148163, 0.27724501490592957}, {-0.3373567461967468, -0.6455954909324646, -0.47809895873069763, -0.6992481350898743, 0.6871341466903687, -0.4662763774394989, -0.008513981476426125, 0.9317487478256226, 0.7859397530555725, 1.0378252267837524, -0.6391430497169495}, {-0.3034861981868744, -0.3614691197872162, -1.513773798942566, -0.22722354531288147, 0.6680755615234375, -1.3583214282989502, 0.34462857246398926, -0.927422821521759, 0.6931295990943909, -0.7249587178230286, -0.8388302326202393}}; const float dense2_biases[DENSE2_NUM] = -{-0.00949785, 0.16123076, -0.1328947, 0.22485346, 0.12410858, -0.4572034, - -0.06405231, -0.2617285, -0.26793846, -0.09643439}; +{-0.6547747254371643, -3.1919045448303223, 2.61641001701355, 0.1535978764295578, -0.20133866369724274, 3.0691328048706055, 1.1983098983764648, -1.5188905000686646}; const float output_weights[DENSE2_NUM] = -{-0.8059179, 0.56326157, -0.26495913, 0.6917972, 0.42611706, 0.32405087, - 0.6576289, 0.31698412, 0.66085947, 0.1521795, }; +{-0.14056386053562164, 0.2026325911283493, -0.12045918405056, -0.1701839119195938, -0.1521957665681839, 0.18407422304153442, 0.12544666230678558, 0.12987469136714935}; const float output_bias = --0.47719482; +0.9444602131843567; diff --git a/include/weights.h b/include/weights.h index 71d18da..dd479e3 100644 --- a/include/weights.h +++ b/include/weights.h @@ -1,12 +1,12 @@ -#define KERN_NUM 12 -#define KERN_CHAN 6 #define KERN_SIZE 3 +#define KERN_CHAN 6 +#define KERN_NUM 12 +#define DENSE1_NUM 11 +#define DENSE2_NUM 8 + #define KERN_OSIZE (5-KERN_SIZE+1) // 5 #define CONV_NUM (KERN_NUM * KERN_OSIZE * KERN_OSIZE) // 108 -#define DENSE1_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]; extern const float dense1_weights[DENSE1_NUM][CONV_NUM+2]; |