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authorSergey Lavrushkin <dualfal@gmail.com>2018-05-25 20:31:04 +0300
committerPedro Arthur <bygrandao@gmail.com>2018-05-29 10:02:30 -0300
commitbdf1bbdbb4ebb342c0267d0f77cd06e717197e65 (patch)
tree9dcfad8953ce29cc74d8f152ee8c462cf4b72fe7 /libavfilter/dnn_srcnn.h
parentcba167934bb2d634f400d3b06cec2b0f99d5de9d (diff)
downloadffmpeg-bdf1bbdbb4ebb342c0267d0f77cd06e717197e65.tar.gz
Adds dnn inference module for simple convolutional networks. Reimplements srcnn filter based on it.
Signed-off-by: Pedro Arthur <bygrandao@gmail.com>
Diffstat (limited to 'libavfilter/dnn_srcnn.h')
-rw-r--r--libavfilter/dnn_srcnn.h2080
1 files changed, 2080 insertions, 0 deletions
diff --git a/libavfilter/dnn_srcnn.h b/libavfilter/dnn_srcnn.h
new file mode 100644
index 0000000000..e3105e4281
--- /dev/null
+++ b/libavfilter/dnn_srcnn.h
@@ -0,0 +1,2080 @@
+/*
+ * Copyright (c) 2018 Sergey Lavrushkin
+ *
+ * This file is part of FFmpeg.
+ *
+ * FFmpeg is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU Lesser General Public
+ * License as published by the Free Software Foundation; either
+ * version 2.1 of the License, or (at your option) any later version.
+ *
+ * FFmpeg is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ * Lesser General Public License for more details.
+ *
+ * You should have received a copy of the GNU Lesser General Public
+ * License along with FFmpeg; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
+ */
+
+/**
+ * @file
+ * Default cnn weights for x2 upsampling with srcnn filter.
+ */
+
+#ifndef AVFILTER_DNN_SRCNN_H
+#define AVFILTER_DNN_SRCNN_H
+
+static const float conv1_kernel[] = {
+ -0.08866338f, 0.055409566f, 0.037196506f, -0.11961404f,
+ -0.12341991f, 0.29963422f, -0.0911817f, -0.00013613555f,
+ -0.049023595f, 0.038421184f, -0.077267796f, 0.027273094f,
+ 0.4576209f, 0.023581645f, -0.20363852f, -0.07738442f,
+ 0.07288404f, 0.06679897f, -0.07315085f, 0.2665306f,
+ 0.07836371f, -0.28985283f, -0.5069129f, 0.04466513f,
+ -0.06246859f, -0.024424827f, -0.02907293f, -0.16884787f,
+ 0.20686236f, -0.25367007f, -0.384997f, -0.12601902f,
+ 0.72578824f, 0.09588378f, -0.044872783f, -0.011251596f,
+ -0.029558526f, 0.2211706f, -0.38453165f, -0.053509537f,
+ 0.109559156f, 0.37257388f, -0.28968045f, -0.10883619f,
+ 0.1962879f, 0.09746793f, -0.005647097f, -0.13035884f,
+ 0.6254252f, 0.19104235f, -0.011692332f, -0.2706789f,
+ -0.030754156f, 0.029875506f, 0.01680875f, -0.18317908f,
+ -0.1601607f, 0.35982913f, -0.18890111f, -0.2234334f,
+ -0.11111768f, 0.32211426f, -0.18514074f, -0.066470124f,
+ 0.18005541f, -0.035659794f, -0.25352174f, -0.1837048f,
+ 0.28395423f, 0.0030237234f, 0.24072711f, -0.14355472f,
+ 0.047418743f, -0.032212373f, -0.08801338f, 0.2959175f,
+ 0.04108741f, -0.10354422f, -0.11681117f, -0.010267493f,
+ 0.023703521f, -0.043954458f, 0.095338844f, 0.122337975f,
+ -0.05211482f, 0.068812296f, 0.05764868f, 0.086866505f,
+ -0.12001238f, 0.023536388f, -0.022270674f, -0.06377912f,
+ 0.010644146f, -0.27824146f, -0.23719865f, -0.21418367f,
+ -0.096650206f, 0.10458535f, 0.06599419f, -0.031174282f,
+ -0.034653533f, 0.022143817f, -0.24322355f, -0.089235984f,
+ -0.027248107f, -0.09314897f, -0.037409738f, 0.07819665f,
+ 0.12521376f, 0.11189836f, 0.34981978f, 0.24303557f,
+ 0.21350804f, 0.37120733f, 0.12192775f, -0.15492134f,
+ 0.018840319f, -0.08351074f, -0.3054998f, -0.114621654f,
+ -0.11833595f, -0.3502763f, -0.0077491426f, -0.051849455f,
+ -0.14423956f, -0.040475942f, 0.18357797f, 0.16708122f,
+ 0.07486253f, 0.17892863f, 0.12331069f, 0.16825254f,
+ -0.040668704f, 0.12498869f, 0.12445469f, -0.08529795f,
+ -0.23087382f, -0.242645f, -0.0033642692f, -0.019013511f,
+ 0.007406716f, -0.0976248f, 0.09727376f, -0.1430845f,
+ 0.20924512f, 0.04731563f, 0.17839451f, 0.2014277f,
+ -0.21384318f, -0.16858183f, 0.07769212f, 0.114782944f,
+ 0.0022495266f, -0.095246606f, -0.11904185f, -0.119040586f,
+ 0.119354986f, 0.040786922f, -0.07873279f, 0.19328512f,
+ -0.06008545f, -0.03619225f, -0.03508937f, -0.021296037f,
+ 0.04467616f, 0.035148017f, 0.047732554f, -0.036008984f,
+ -0.09819481f, -0.07464613f, 0.16331302f, 0.05766148f,
+ -0.060683597f, 0.023710888f, 0.040778793f, 0.01952822f,
+ -0.047095288f, -0.0026468062f, 0.013081373f, -0.048433363f,
+ -0.05547124f, -0.007511544f, -0.0018498366f, 0.0063248295f,
+ 0.08334494f, -0.03534594f, -0.058733407f, -0.11714734f,
+ -0.0496851f, -0.010657697f, 0.08840381f, 0.068287104f,
+ 0.020970112f, 0.2620501f, 0.11938151f, 0.042141f,
+ -0.064056866f, -0.04790669f, 0.054825947f, 0.07402177f,
+ 0.21512434f, 0.25780582f, 0.4271634f, 0.18216214f,
+ 0.12531154f, 0.103901714f, -0.0104828905f, -0.07587306f,
+ -0.01289812f, 0.100657016f, 0.073730744f, 0.1594899f,
+ -0.08611099f, 0.0066837906f, 0.107562296f, -0.10216449f,
+ -0.121009395f, 0.00951384f, 0.04604567f, 0.067058936f,
+ 0.21903297f, 0.026905395f, 0.0053238617f, 0.00067650457f,
+ -0.042836767f, -0.025259271f, -0.009707702f, -0.0009789661f,
+ 0.043257646f, 0.088092126f, 0.018156063f, -0.012795507f,
+ -0.10799489f, 0.044633016f, 0.13564141f, 0.033341955f,
+ -0.12862708f, -0.13122201f, -0.009230303f, -0.019398134f,
+ -0.005852208f, -0.05510853f, -0.039392535f, 0.036042538f,
+ -0.017754223f, 0.012287495f, 0.08819248f, -0.04256459f,
+ -0.08412625f, 0.003404226f, 0.095139764f, -0.01955163f,
+ -0.09674753f, 0.18024282f, -0.08090512f, -0.24444069f,
+ 0.006856921f, 0.1304172f, 0.025669439f, -0.23943077f,
+ 0.044755235f, -0.016099237f, -0.18014333f, -0.119650446f,
+ 0.15631895f, 0.23565492f, -0.016446924f, 0.088609904f,
+ 0.030303521f, 0.037084505f, 0.20704922f, -0.30848193f,
+ 0.2985248f, 0.51717925f, 0.008160744f, -0.3112909f,
+ -0.12307852f, 0.23214605f, -0.034601245f, -0.053407326f,
+ 0.10225691f, 0.21641655f, -0.006494026f, -0.2507584f,
+ -0.20448849f, 0.050536312f, 0.12135548f, -0.24142836f,
+ -0.28441224f, 0.33926067f, -0.18576817f, -0.49420735f,
+ -0.097031295f, 0.0031086628f, 0.15142952f, -0.08352979f,
+ 0.11525617f, 0.1575496f, 0.11142445f, 0.0034580992f,
+ -0.17606017f, 0.16817984f, 0.09105344f, 0.039175604f,
+ -0.09479037f, 0.056350756f, 0.02523156f, -0.2455007f,
+ 0.063366f, 0.16318576f, 0.21757606f, -0.10586289f,
+ -0.08236702f, 0.06969914f, -0.024705412f, -0.053974763f,
+ 0.17869812f, -0.027807202f, -0.19675265f, -0.1037345f,
+ 0.008513543f, 0.13250032f, -0.045926444f, -0.0030838586f,
+ -0.040477958f, 0.049372006f, -0.1366689f, 0.13786657f,
+ -0.13875751f, 0.29655218f, 0.17230958f, -0.13066995f,
+ -0.048650246f, 0.04459606f, -0.03141404f, 0.031236706f,
+ 0.14699893f, -0.4883143f, -0.44782618f, -0.32052815f,
+ 0.22293234f, 0.11625721f, 0.030552648f, -0.13195507f,
+ -0.0958492f, 0.070505545f, -0.14855938f, 0.10478757f,
+ -0.16068053f, -0.12290131f, -0.13379076f, 0.024233105f,
+ 0.23596089f, -0.021006849f, 0.1890502f, 0.5085715f,
+ 0.63729393f, 0.21577123f, 0.011278441f, 0.18822116f,
+ -0.1545927f, -0.040722325f, -0.103782505f, -0.20680243f,
+ -0.0048381016f, -0.08054019f, -0.20550838f, -0.16877042f,
+ -0.13454553f, 0.24716504f, -0.055626824f, 0.26783165f,
+ -0.060780562f, -0.30375552f, -0.16147833f, 0.13623716f,
+ 0.2936753f, 0.047969237f, -0.030661728f, -0.3058367f,
+ -0.08003057f, 0.10655708f, -0.018742286f, 0.03587923f,
+ -0.025629207f, -0.11310985f, -0.14455995f, 0.040501814f,
+ 0.281208f, -0.05849621f, 0.09595922f, -0.004120929f,
+ 0.14832601f, 0.05187895f, -0.02497972f, 0.12018023f,
+ -0.059710164f, -0.027000621f, -0.15200919f, 0.17205532f,
+ -0.10738909f, -0.042039443f, -0.051565733f, 0.04735837f,
+ -0.020336714f, 0.07923563f, 0.019853497f, 0.048436765f,
+ -0.002480322f, -0.030445646f, 0.043048497f, -0.020503692f,
+ -0.066097535f, 0.120975174f, 0.007324902f, -0.12224785f,
+ -0.05323218f, -0.057645664f, -0.02026738f, -0.024209453f,
+ -0.0054551987f, 0.009971959f, 0.023965936f, -0.00814846f,
+ -0.005118968f, 0.021225877f, -0.007966008f, 0.08807613f,
+ 0.014100072f, -0.025872009f, -0.077255875f, 0.03290955f,
+ 0.034313247f, 0.09776207f, 0.13437991f, 0.05204649f,
+ 0.23554459f, 0.18288168f, 0.09693129f, -0.050400723f,
+ -0.04832229f, -0.09905002f, -0.0074814707f, 0.19846895f,
+ 0.14758876f, 0.23091012f, 0.13733757f, 0.13091283f,
+ 0.092882596f, -0.05274213f, -0.17166649f, -0.04306709f,
+ 0.14391254f, 0.038292434f, 0.087384045f, -0.029237974f,
+ 0.063960664f, 0.12762053f, -0.028018195f, -0.12651931f,
+ 0.024751775f, 0.105892144f, 0.09887335f, 0.24562614f,
+ 0.12530468f, 0.061612073f, -0.02412554f, 0.007247811f,
+ -0.047855668f, 0.013432898f, 0.03482811f, 0.077229805f,
+ 0.10088468f, 0.044684406f, -0.020415774f, -0.15163109f,
+ -0.003470435f, 0.122444995f, 0.03920309f, -0.06930789f,
+ -0.015424877f, -0.016137347f, -0.045813974f, 0.013485563f,
+ 0.024088666f, 0.016876703f, 0.12519507f, -0.04165464f,
+ 0.03898311f, -0.22598723f, -0.09394079f, 0.19191247f,
+ 0.02938326f, 0.10377474f, -0.24925913f, -0.043930937f,
+ -0.36712214f, 0.31546825f, 0.36849597f, 0.035715375f,
+ -0.22950608f, -0.32223397f, 0.11626888f, 0.3696772f,
+ 0.07823025f, -0.033942547f, -0.16880909f, -0.10228094f,
+ 0.106198385f, 0.1882109f, 0.2380294f, -0.3408791f,
+ -0.07126304f, 0.061694082f, 0.43413436f, 0.018764552f,
+ -0.51686966f, -0.18586229f, 0.023195839f, 0.41148797f,
+ -0.16325277f, -0.046247307f, -0.24675505f, -0.24047938f,
+ 0.5096768f, -0.11603347f, -0.16423485f, -0.41469073f,
+ 0.031696033f, 0.28646103f, -0.04983063f, 0.28279418f,
+ -0.5298738f, 0.44763f, 0.38769612f, 0.10861405f,
+ -0.45158744f, -0.28046185f, 0.25342128f, -0.0061804154f,
+ 0.06170508f, -0.420829f, -0.30815917f, 0.30253378f,
+ 0.42957127f, 0.21554874f, 0.13188276f, -0.20662707f,
+ -0.040692847f, 0.12084224f, 0.5464517f, -0.07281342f,
+ -0.3835149f, -0.27153537f, -0.075712286f, 0.18072815f,
+ -0.0997861f, -0.01804055f, -0.06959384f, -0.3904227f,
+ 0.31299376f, 0.034528203f, 0.02515312f, 0.10656317f,
+ -0.11172981f, 0.03748367f, 0.047296297f, 0.096831344f,
+ -0.049026966f, -0.03762363f, 0.10789167f, -8.2200495e-06f,
+ -0.1436379f, -0.16596809f, -0.08668889f, 0.18112758f,
+ 0.18681282f, -0.031499103f, 0.046268225f, 0.18094164f,
+ 0.13341115f, -0.008029769f, -0.012183527f, 0.017653124f,
+ -0.14602351f, 0.026090171f, -0.028547902f, 0.0288749f,
+ 0.050831404f, 0.02064963f, -0.08328215f, -0.023062726f,
+ 0.0100690285f, -0.12333137f, 0.05370744f, -0.032471668f,
+ -0.039362177f, -0.088298194f, -0.1376573f, -0.11359868f,
+ 0.013083261f, 0.022561146f, 0.13207185f, 0.13661605f,
+ 0.04625131f, 0.058866706f, 0.0007978741f, -0.012749897f,
+ -0.010349061f, 0.07410106f, 0.07395954f, 0.18698151f,
+ -0.04733249f, 0.04808804f, 0.08305503f, 0.030247696f,
+ 0.066441774f, 0.01284118f, 0.03576447f, 0.021402419f,
+ 0.06981247f, -0.257638f, -0.04209354f, 0.0068166372f,
+ 0.05338363f, 0.08177036f, 0.051337954f, 0.112714246f,
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+ -0.11509156f, -0.06393624f, 0.06701605f, 0.034070633f,
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+ 0.06957813f, 0.41450012f, -0.02720955f, -0.0040385784f,
+ 0.06541972f, 0.12227084f, -0.10731895f, -0.084195584f,
+ -0.15702803f, -0.7429219f, -0.04395434f, -0.011260251f,
+ 0.10814431f, -0.28268299f, -0.12526658f, -0.026223645f,
+ 0.08096181f, 0.68022597f, 0.13561013f, 0.0861837f,
+ -0.050139893f, 0.35771114f, -0.041319262f, 0.27181852f,
+ -0.23890242f, -0.53879493f, 0.21392858f, 0.07953314f,
+ 0.019276025f, -0.5713126f, -0.03759198f, 0.15653582f,
+ 0.15565476f, 0.0046008104f, -0.04562863f, 0.10213345f,
+ 0.1765729f, 0.681407f, -0.13053438f, -0.06998789f,
+ 0.0038847167f, -0.4426046f, 0.288027f, 0.25035673f,
+ -0.3661724f, -0.61181664f, 0.0528831f, -0.00991241f,
+ -0.022988223f, 0.010322964f, -0.021636782f, 0.051467694f,
+ 0.119539924f, 0.31518963f, -0.035797425f, -0.17633334f,
+ 0.014319991f, -0.0969675f, 0.19342084f, 0.08160614f,
+ -0.08066563f, -0.14648367f, -0.13353409f, 0.15164322f,
+ 0.051955324f, 0.095058136f, -0.026735751f, -0.0889308f,
+ 0.08918214f, 0.086579025f, 0.005215317f, -0.0064735063f,
+ 0.042601116f, 0.016859546f, -0.013135831f, -0.05732235f,
+ -0.068414494f, -0.089087464f, -0.015611837f, -0.061792485f,
+ -0.07461176f, -0.0376739f, -0.068133585f, 0.00884918f,
+ 0.034659937f, -0.11153176f, -0.018928146f, 0.12819843f,
+ 0.03857558f, 0.011053381f, 0.08118842f, -0.020579038f,
+ -0.01668494f, -0.01098568f, 0.035327934f, 0.068221286f,
+ 0.11152953f, 0.013529916f, -0.016081996f, 0.1880506f,
+ 0.092608f, 0.03232222f, -0.07684377f, -0.0065249307f,
+ 0.018553032f, 0.022786446f, 0.026319757f, 0.05849914f,
+ 0.2068486f, 0.085097134f, 0.09237775f, 0.036499076f,
+ 0.066245906f, -0.0815784f, 0.02879628f, -0.0228671f,
+ -0.040788565f, 0.02724577f, -0.13525973f, 0.0033017346f,
+ 0.036037248f, -0.0018032446f, -0.021063758f, 0.09868304f,
+ -0.0046157865f, 0.061550014f, 0.17048986f, -0.009244422f,
+ 0.04022917f, 0.008439408f, 0.017657066f, 1.8606753e-06f,
+ 0.022133613f, -0.020205494f, 0.076139875f, 0.07413829f,
+ -0.038555f, 0.006358421f, -0.039605357f, 0.0059501906f,
+ -0.08430261f, 0.0006188382f, -0.0024410242f, 0.088485524f,
+ 0.068978414f, -0.037363596f, 0.049159456f, 0.082492985f,
+ 0.036969624f, -0.0024945019f, -0.076098084f, 0.11199635f,
+ -0.101375006f, 0.120855f, 0.020787042f, -0.0802099f,
+ -0.07437736f, -0.016652707f, 0.17020068f, -0.088481344f,
+ 0.04040154f, 0.043663975f, -0.04981915f, -0.10109865f,
+ 0.18095623f, 0.076355174f, 0.16501443f, 0.047640767f,
+ -0.2998961f, -0.10478614f, -0.11883907f, 0.023615226f,
+ -0.15416087f, 0.048735574f, 0.04563599f, -0.35214776f,
+ 0.24584366f, -0.1094f, 0.23839618f, 0.12754512f,
+ 0.2034725f, -0.093577564f, 0.014412291f, 0.26167035f,
+ 0.059435118f, 0.056774087f, -0.03670964f, 0.07175207f,
+ -0.13131326f, -0.1811451f, -0.24757788f, 0.055344015f,
+ -0.113494106f, -0.14848204f, -0.18046406f, 0.12988998f,
+ 0.104764394f, -0.10053604f, 0.012329879f, 0.2511423f,
+ 0.31517178f, -0.15847275f, 0.31263584f, -0.26691273f,
+ -0.010338036f, 0.19291931f, -0.09310273f, -0.038397115f,
+ 0.05802667f, -0.14982627f, -0.32015845f, 0.24430843f,
+ 0.24325047f, 0.055703018f, 0.040475592f, -0.11337616f,
+ 0.030283513f, -0.17187597f, -0.074785024f, -0.058253467f,
+ 0.04569388f, -0.12651756f, 0.002959852f, -0.074624695f,
+ 0.044306315f, 0.1583168f, -0.062992565f, 0.20761298f,
+ -0.18382752f, 0.047950935f, 0.03453255f, 0.08143798f,
+ -0.078274615f, -0.008095887f, 0.09633332f, -0.032731134f,
+ 0.038960367f, 0.07796624f, -0.09800061f, -0.17390114f,
+ 0.013836467f, -0.09556531f, -0.0648973f, -0.06499231f,
+ -0.12440793f, 0.07461446f, 0.16298135f, -0.14313312f,
+ -0.026221916f, 0.17264506f, 0.018620806f, 0.04115425f,
+ 0.05707464f, -0.06986493f, -0.011844003f, 0.03608856f,
+ 0.0047275014f, 0.054055534f, 0.06472594f, -0.07746946f,
+ -0.04556572f, 0.13835749f, 0.0064782444f, -0.032842744f,
+ -0.10053439f, -0.030013109f, 0.081073165f, 0.053378932f,
+ 0.016869627f, 0.12709975f, 0.25404435f, 0.09076769f,
+ 0.075498745f, -0.013449956f, 0.051617667f, -0.049904004f,
+ 0.11237816f, -0.00494395f, 0.03591571f, 0.05699838f,
+ -0.14426246f, -0.014709394f, -0.04324658f, -0.09033934f,
+ -0.0068686805f, 0.1764322f, -0.012225644f, 0.07162804f,
+ 0.15758166f, -0.031030888f, 0.05114923f, 0.046882357f,
+ 0.0042722025f, 0.045018625f, 0.09796738f, -0.054886423f,
+ -0.004248838f, 0.025244704f, -0.06603638f, 0.02673505f,
+ 0.06231155f, 0.04527175f, -0.03167263f, 0.13647105f,
+ -0.0009657645f, 0.018488562f, 0.04139011f, -0.10096877f,
+ -0.009352818f, 0.07455057f, 0.028824145f, -0.13360934f,
+ -0.03819652f, 0.0011510518f, 0.01929035f, 0.0471425f,
+ 0.031506382f, 0.06336957f, 0.032302894f, 0.0062813507f,
+ -0.03740053f, 0.050428763f, 0.081019014f, 0.072321765f,
+ 0.011834716f, -0.047916785f, -0.019763002f, -0.0067713372f,
+ 0.027429305f, -0.0053185252f, 0.034787714f, 0.0071661286f,
+ -0.008718438f, -0.012047641f, -0.060003273f, -0.10047217f,
+ -0.09047075f, 0.006131005f, -0.018347835f, 0.03032604f,
+ -0.009940189f, -0.02614416f, 0.071653835f, 0.038436446f,
+ -0.03604809f, -0.023668608f, -0.015906483f, 0.038312346f,
+ 0.078073286f, 0.08553636f, 0.098843835f, 0.12573788f,
+ 0.04602298f, 0.004538015f, 0.0716674f, 0.010145497f,
+ 0.057948783f, 0.026583666f, 0.03696319f, 0.0743974f,
+ 0.07202591f, -0.0015225838f, 0.017082151f, 0.08737485f,
+ -0.005794626f, 0.0263321f, -0.05538743f, -0.10465178f,
+ -0.06276884f, 0.02771578f, 0.017957618f, -0.0010449642f,
+ 0.013926752f, -0.026691137f, -0.022419702f, -0.045605116f,
+ -0.090646945f, -0.0631274f, 0.03606821f, 0.06525776f,
+ 0.019389935f, 0.0060567847f, 0.002610739f, -0.075330645f,
+ -0.0042645973f, -0.059406202f, -0.045317203f, 0.017715793f,
+ 0.010738059f, 0.025802054f, 0.061774906f, 0.049093276f,
+ 0.06254594f, -0.08440929f, -0.05960291f, -0.21179302f,
+ -0.03749246f, 0.1320459f, 0.022253683f, -0.20560919f,
+ 0.09833672f, -0.010864592f, 0.13121127f, 0.272931f,
+ 0.28527832f, 0.036214154f, -0.17419104f, 0.106054515f,
+ 0.11146654f, -0.053124692f, -0.034706f, -0.40110114f,
+ -0.17413057f, -0.002180313f, -0.02328964f, -0.014259927f,
+ -0.04321161f, -0.10158819f, -0.0019524768f, 0.25281256f,
+ 0.18883528f, 0.21823047f, -0.07753388f, -0.1263069f,
+ 0.20391452f, 0.17332755f, -0.055732556f, 0.08542721f,
+ -0.27624428f, -0.093995094f, -0.34804076f, -0.18735792f,
+ -0.32889035f, -0.2496407f, 0.0230525f, -0.0032602132f,
+ -0.09734014f, 0.24850279f, 0.4498616f, 0.23925053f,
+ 0.7578791f, 0.4650758f, -0.09640157f, 0.030361129f,
+ 0.13835502f, 0.034524493f, -0.49186295f, -0.33270922f,
+ -0.115898f, 0.08189888f, 0.14717336f, 0.09036838f,
+ -0.19144672f, -0.1619413f, 0.07546339f, 0.47785786f,
+ 0.033417262f, -0.22002956f, -0.65589154f, -0.49498725f,
+ 0.26522022f, 0.30143416f, -0.004251369f, -0.01142047f,
+ -0.17787316f, 0.030584835f, 0.15715107f, 0.23354243f,
+ 0.017105157f, -0.19644701f, 0.014484168f, -0.17201601f,
+ 0.075689025f, 0.028962446f, -0.06878254f, 0.05019853f,
+ 0.05476096f, -0.047709458f, -0.13678539f, -0.16251084f,
+ -0.056205764f, 0.09791768f, 0.16366638f, -0.12979919f,
+ 0.0027292583f, 0.034145705f, 0.068608135f, 0.06334712f,
+ 0.048673455f, 0.07738835f, -0.0031245176f, -0.07452564f,
+ -0.20245549f, 0.027065815f, -0.0021526585f, 0.0511242f,
+ 0.15502298f, 0.14651485f, 0.07588487f, -0.10572951f,
+ -0.067488134f, -0.19962423f, 0.047433898f, -0.011952215f,
+ -0.02098195f, 0.16966638f, 0.14325915f, 0.026020855f,
+ -0.00033336115f, 0.06684103f, -0.117987f, 0.089755684f,
+ 0.027904972f, 0.075243816f, 0.2602479f, 0.16163015f,
+ 0.0055607497f, 0.018227512f, 0.029731913f, -0.07488886f,
+ 0.10381207f, 0.0014797549f, 0.052478183f, 0.19516547f,
+ 0.05121067f, -0.07954861f, -0.055953328f, -0.10098253f,
+ -0.04282565f, 0.12107566f, 0.015420042f, -0.026093034f,
+ 0.099772f, 0.065438636f, -0.058609657f, -0.046216577f,
+ -0.024240786f, 0.0035749027f, 0.09980471f, 0.041678235f,
+ -0.047122665f, 0.012449634f, 0.024942646f, -0.039778136f,
+ 0.087724134f, 0.12657014f, -0.076152004f, -0.05819194f,
+ -0.09207551f, -0.050248478f, 0.0848444f, 0.011602652f,
+ -0.066368654f, 0.07597232f, 0.034712225f, 0.11924102f,
+ -0.099075526f, 0.0718425f, -0.11197687f, 0.07318371f,
+ 0.11031657f, -0.46884447f, 0.09414266f, -0.14163429f,
+ 0.1516352f, -0.1341206f, 0.11831797f, 0.087420516f,
+ 0.015127726f, 0.028304087f, 0.2779788f, 0.042133782f,
+ -0.11278912f, -0.019549938f, -0.11386155f, -0.0007093752f,
+ -0.13948888f, 0.1762304f, 0.2762475f, -0.24564396f,
+ -0.16273943f, 0.19988434f, 0.029753732f, 0.11769874f,
+ -0.09476194f, -0.35952422f, 0.08280224f, 0.14039701f,
+ -0.5054993f, 0.3230602f, -0.09488756f, 0.18297875f,
+ 0.021063626f, -0.10248441f, 0.31057218f, 0.49288955f,
+ -0.06318224f, -0.53251696f, 0.016925616f, -0.23778969f,
+ 0.22520708f, -0.28116438f, -0.25012317f, 0.045585666f,
+ 0.21047309f, 0.13688251f, -0.010493906f, 0.18622957f,
+ -0.06745559f, 0.059422202f, 0.07465879f, 0.1760069f,
+ -0.2439128f, -0.13952732f, -0.14145756f, -0.22604354f,
+ 0.040418845f, 0.2511401f, -0.041464362f, 0.068661585f,
+ 0.09363836f, -0.17196894f, 0.35007256f, 0.14665903f,
+ -0.11697539f, -0.0873394f, -0.11872331f, 0.06795469f,
+ -0.19596466f, 0.09043551f, -0.07781104f, 0.06362947f,
+ -0.04456654f, -0.1382808f, 0.14513893f, 0.002784174f,
+ 0.013198261f, 0.03299566f, -0.009061453f, -0.03782085f,
+ 0.059055243f, 0.036658123f, -0.032938365f, 0.007655598f,
+ -0.02654659f, -0.051362813f, -0.019685762f, -0.04363386f,
+ -0.03368953f, -0.040151592f, -0.030751372f, -0.022468425f,
+ 0.018601812f, 0.01215805f, 0.015349634f, 0.03493562f,
+ -0.01330295f, 0.0379455f, -0.0038268114f, -0.04438376f,
+ -0.076136634f, 0.0149799315f, 0.04360961f, 0.0688512f,
+ 0.098810025f, 0.03130221f, 0.12420085f, 0.15065008f,
+ 0.079781555f, -0.027734771f, -0.053833693f, -0.06780279f,
+ 0.0021823857f, 0.13103488f, 0.056097902f, 0.056191355f,
+ 0.0813432f, 0.109182745f, 0.103016764f, -0.0237583f,
+ -0.08856121f, -0.030784028f, 0.087375164f, 0.013652729f,
+ 0.011638834f, -0.0060421485f, 0.056429435f, 0.10691829f,
+ 0.041128937f, -0.043404203f, -0.0025073688f, 0.012957162f,
+ 0.01234017f, 0.11861598f, 0.09244049f, 0.03474449f,
+ -0.02489581f, 0.035870664f, -0.04075868f, 0.013552304f,
+ -0.009587781f, 0.01752828f, 0.07450903f, 0.06924415f,
+ 0.0011354148f, -0.06966305f, 0.008092117f, 0.02915073f,
+ 0.043506045f, -0.039757483f, 0.014310178f, 0.00084354123f,
+ -0.013759381f, 0.026358005f, 0.088238746f, 0.082134426f
+};
+
+static const float conv1_biases[] = {
+ -0.016606892f, -0.011107335f, -0.0048309686f, -0.04867378f,
+ -0.030040957f, -0.07297248f, -0.019458665f, -0.009738028f,
+ 0.6951231f, -0.07369442f, -0.01354204f, 0.010336088f,
+ -0.02956177f, 0.018691286f, -0.021675158f, 0.0040888255f,
+ -0.0803309f, -0.02080248f, -0.00025044166f, 0.015665635f,
+ -0.024439847f, -0.00014609392f, -5.0048184e-05f, -0.001185404f,
+ -8.3538194e-05f, 0.0f, -0.00037626884f, 0.02971581f,
+ -9.940329e-05f, -0.020136558f, -0.00029498152f, 0.019285819f,
+ 0.0055777165f, -0.07003153f, -0.024398552f, -1.772693e-05f,
+ 0.0050997124f, -0.011211924f, 0.004536128f, -0.024612177f,
+ -0.022535782f, -0.00016232267f, -0.00017362963f, -1.552602e-05f,
+ -0.06559696f, -0.0065806108f, 6.6839266e-06f, 0.025228953f,
+ -0.0013730666f, 0.03035182f, 0.0f, 0.003285622f,
+ 0.0055278814f, 0.020766519f, -0.008490622f, 0.026332268f,
+ -0.046789873f, 0.010329567f, -0.02364932f, 0.027851572f,
+ 0.054407462f, -0.08068252f, -0.009446503f, -0.04663234f
+};
+
+static const float conv2_kernel[] = {
+ -0.24004751f, 0.1037138f, 0.11173403f, 0.04352092f,
+ -0.23728481f, 0.12153747f, -0.23676059f, -0.28548065f,
+ -0.612738f, -0.12218937f, -0.06005159f, 0.1850652f,
+ 0.16014674f, 0.13922939f, 0.21359426f, 0.10787945f,
+ -0.26999104f, -0.14241326f, -0.0013871012f, -0.004951588f,
+ 0.34021696f, 0.00055816956f, 4.7351106e-05f, 0.0037513396f,
+ 0.0011569702f, 0.0016541762f, -0.0011876022f, 0.049887992f,
+ -7.20162e-05f, -0.17735492f, 0.0011244657f, -0.22381487f,
+ 0.0035836962f, -0.32106942f, -0.16167264f, -0.00079228356f,
+ 0.05056063f, 0.21074672f, 0.07716238f, -0.33156216f,
+ 0.06265881f, 0.00025428506f, -0.0012989661f, 0.00044869471f,
+ -0.41594547f, -0.019950004f, 0.0002566903f, 0.17913155f,
+ -0.59505045f, 0.32598367f, 0.0013792524f, -0.0893171f,
+ -0.13066787f, 0.21108511f, -0.05854454f, -0.11937838f,
+ 0.08559372f, -0.11413643f, 0.28384048f, -0.011619674f,
+ 0.3210233f, -0.20085232f, -0.3413438f, -0.029155191f,
+ -0.15286806f, -0.4510034f, -0.07077684f, 0.1440866f,
+ 0.05953074f, -0.036571715f, 0.38701403f, -0.12762508f,
+ 0.059950776f, 0.005409028f, 0.16427578f, -0.042501528f,
+ 0.03296236f, -0.19972457f, -0.2558594f, -0.054797124f,
+ -0.13352458f, 0.05193127f, -0.0005906696f, 0.14123854f,
+ -0.0659517f, 0.00025938704f, 0.0004935732f, 0.0018757024f,
+ -0.00041573317f, 0.000612862f, -0.00082537025f, 0.008750236f,
+ 0.00031561358f, -0.031592708f, -0.0011055622f, 0.53974074f,
+ 0.16837794f, 0.10016078f, -0.04458074f, -0.00082082127f,
+ 0.14558496f, 0.053703558f, 0.39986718f, 0.36513358f,
+ -6.220485e-05f, -0.0015507897f, 0.00019759317f, 0.0014775719f,
+ 0.1719912f, 0.20428549f, 0.00071692816f, -0.1558909f,
+ 0.13173038f, 0.04302276f, 0.00053589704f, -0.14488573f,
+ -0.056273844f, 0.040606596f, 0.123271205f, -0.068726316f,
+ 0.11684817f, 0.20592213f, -0.07642778f, -0.105910346f,
+ -0.2585832f, -0.23417398f, 0.12040833f, -0.09154299f,
+ 0.17292786f, 0.12093151f, 0.121731065f, -0.17765464f,
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+ -0.20062222f, 0.3171509f, 0.0008355412f, -0.07066481f,
+ -0.13722952f, -0.10970398f, 0.058733325f, 0.24034949f,
+ 0.18251064f, 0.11015398f, 0.24339579f, -0.041504826f,
+ 0.19960985f, -0.15185966f, -0.2734284f, 0.13767993f,
+ 0.22348885f, -0.008877726f, -0.17189537f, -0.43331224f,
+ 0.2023295f, 0.04317003f, -0.3600444f, -0.0067409207f,
+ 0.18264559f, -0.11805032f, -0.07412461f, 0.03241709f,
+ 0.051556725f, 0.085615896f, 0.40916997f, -0.07864307f,
+ -0.22887087f, -0.24392724f, 0.00014124371f, 0.6468839f,
+ -0.036077045f, -0.0014531002f, -0.0011161002f, 0.003305897f,
+ 0.0017938324f, -3.750653e-05f, -0.0016759017f, 0.4013441f,
+ -0.00073333486f, -0.28097916f, -0.0010191813f, 0.019602012f,
+ 0.09314859f, -0.53062683f, 0.1758001f, -1.5525151e-05f,
+ -0.20916408f, -0.66344565f, -0.14848995f, -0.065955415f,
+ -0.034880806f, -1.1966582e-06f, 0.00036120228f, -0.0012568037f,
+ -0.10609765f, -0.58169466f, -0.0006648826f, 0.44565904f,
+ -0.5121707f, 0.24637467f, 0.0010917422f, -0.23795755f,
+ -0.2328576f, -0.0765637f, 0.330303f, 0.27319f,
+ 0.094247416f, -0.16981891f, 0.017022926f, -0.10659436f,
+ 0.11089696f, -0.08941251f, -0.3529318f, 0.0654588f
+};
+
+static const float conv2_biases[] = {
+ 0.12326373f, 0.13270757f, 0.07082674f, 0.051456157f,
+ 0.058445618f, 0.13153197f, 0.0809729f, 0.10153213f,
+ 0.055915363f, 0.05228166f, -0.11212896f, 0.07462141f,
+ -0.10300769f, 0.10817513f, 0.15686865f, 0.1822583f,
+ 0.06780991f, -0.027867194f, 0.10957543f, 0.034252886f,
+ 0.05988423f, -0.0481856f, 0.074781254f, -0.07338138f,
+ -0.022100607f, -0.049476217f, 0.0001618523f, 0.16787314f,
+ -0.086404406f, 0.06046943f, -0.1733751f, 0.2654999f
+};
+
+static const float conv3_kernel[] = {
+ -0.01733648f, 0.01492609f, 0.019393086f, -0.004445322f,
+ 0.026939709f, 0.00038831023f, 0.004221528f, 0.0050745453f,
+ 0.0129861f, 0.008007169f, 0.008950762f, 0.005279691f,
+ 0.015198747f, -0.010862989f, 0.011825689f, -0.019965801f,
+ 0.007991939f, -0.004620696f, 0.011911056f, 0.0043943473f,
+ -0.015274506f, 0.007058924f, 0.010290278f, 0.013065045f,
+ -0.010343008f, 0.017746344f, -4.6092932e-06f, -0.0030044178f,
+ 0.004238005f, 0.011623516f, 0.0042921947f, 0.0036016756f,
+ 0.025046846f, -0.012476416f, -0.001889116f, -0.014844696f,
+ 0.0037114194f, 0.0015292391f, -0.019609794f, -0.02383642f,
+ -0.004658454f, -0.0054208986f, -0.011578674f, -0.012782601f,
+ -0.013413185f, -0.002697888f, -0.008449232f, -0.001977387f,
+ -0.009994492f, -0.019018622f, -0.014209286f, -0.010814857f,
+ -0.012635752f, -0.025710505f, -0.011209325f, 0.0061852434f,
+ -0.028722698f, -0.01599159f, -7.26217e-06f, 0.0059218574f,
+ -0.0127538005f, 0.004631822f, -0.012866009f, -0.015347815f,
+ 0.015386375f, 0.023364263f, -0.008774849f, 0.00033160704f,
+ -0.013394288f, 0.018397791f, -0.0010600976f, 0.0013282642f,
+ -0.0046541207f, -0.0034810272f, -0.038735237f, 0.0043200655f,
+ -0.012688318f, 0.005344532f, -0.029875176f, 0.009807407f,
+ 0.013965515f, -0.0039542704f, -0.0025950125f, -0.010605341f,
+ -0.02215936f, -0.04049196f, -0.0082667265f, -0.01930975f,
+ -0.0053983186f, -0.027176432f, -7.683407e-06f, 0.0058844145f,
+ -0.002555462f, 0.0031520976f, 0.0077376286f, -0.0016007262f,
+ 0.009788385f, -0.00019503673f, -0.01645315f, -0.009283056f,
+ -0.023557188f, 0.019991314f, -0.0016918116f, 0.006789462f,
+ -0.015027259f, -0.013967355f, -0.025483066f, -0.0011143273f,
+ -0.024852922f, -0.0025222464f, -0.0068101967f, -0.0052228663f,
+ 0.003403729f, -0.0057572993f, 3.0098856e-05f, -0.016694108f,
+ -0.026578246f, -0.055858552f, -0.01040826f, -0.024491757f,
+ -0.013739718f, -0.0016934959f, -6.9714324e-06f, 0.016726777f,
+ 0.0128034875f, 0.0015065578f, -0.009287698f, -0.026466f,
+ 0.011461019f, 0.012902507f, 0.0113832615f, -0.014642437f,
+ 0.0025061562f, -0.005041358f, 0.02081145f, 0.036239613f,
+ 4.436463e-05f, -0.006089515f, -0.004598781f, 0.013829105f,
+ -0.009625029f, -0.0024851824f, 0.011963721f, 0.005744088f,
+ 0.004409838f, -0.0028752747f, 0.037273f, -0.0079703685f,
+ -0.023841897f, -0.020694682f, 0.01830098f, -0.0013982734f,
+ -0.02932626f, 0.039605323f, -4.9999985e-06f, 0.0021212643f,
+ 0.017022226f, 0.0030793506f, 0.0041403836f, -0.024156462f,
+ -0.0066918465f, 0.014618277f, 0.008809711f, -0.0030973074f,
+ 0.0045377472f, 0.022115124f, 0.0010284728f, -0.011907029f,
+ 0.0037738825f, -0.0034918108f, -0.0019704925f, -0.0022535324f,
+ -0.00088587066f, -0.009839005f, -0.011421483f, 0.021808833f,
+ -0.0011487964f, -0.0041014133f, -0.00041377658f, -0.0025395507f,
+ -0.01745589f, -0.01648567f, 0.0025676503f, 0.007391396f,
+ -0.0498155f, -0.008180997f, -5.9783792e-06f, 0.017585661f,
+ -0.0118313795f, 0.011075241f, -0.018345809f, -0.028922094f,
+ -0.008543231f, -0.02222561f, 0.0019820202f, -0.017327564f,
+ -0.0028896166f, -0.016437765f, -0.001989804f, -0.0046544564f,
+ -0.0056253797f, -0.012663842f, -0.0021303114f, -0.0058640097f,
+ -0.0205096f, -0.004189838f, -0.0015994223f, -0.014543072f,
+ -0.012980198f, -0.0121102035f, 0.005697437f, -0.011343842f,
+ -0.0062731286f, -0.020269396f, 0.0020659557f, -0.006627211f,
+ -0.036355212f, -0.009883279f, -6.2108943e-06f, -0.026439881f,
+ -0.028891966f, -0.0013150872f, -0.023601664f, -0.010725725f,
+ -0.021831911f, 0.039243896f, 0.02405675f, 0.016758442f,
+ 0.022510681f, -0.01064172f, 0.018528724f, 0.018505385f,
+ 0.022858057f, 0.019767428f, 0.009467928f, 0.021334583f,
+ 0.0067010755f, 0.004998492f, 0.013553347f, -0.01105016f,
+ 0.02129068f, 0.017781539f, 0.023486389f, 0.0162607f,
+ 0.024738412f, 0.065497056f, 0.020338254f, 0.01718703f,
+ -0.005591356f, -0.03028207f, -3.964172e-06f, -0.040100023f,
+ -0.023673696f, 0.0031255803f, 0.0036818883f, 0.035654947f,
+ -0.047790267f, -0.011736183f, -0.0069964877f, -0.003726638f,
+ -0.0044415067f, -0.013957539f, -0.014418042f, -0.015041264f,
+ -0.004064843f, -0.0018137591f, -0.01949818f, -0.0090175895f,
+ -0.022034407f, -0.001782488f, -0.022081478f, -0.023862911f,
+ -0.011861376f, -0.00936943f, -0.011684311f, -0.0027838491f,
+ 0.0015959303f, 0.013797303f, -0.009703001f, -0.016293306f,
+ -0.0022775405f, -0.058384087f, -5.6584126e-06f, -0.010031882f,
+ -0.051561147f, -0.0016375213f, -0.033828776f, -0.0148600275f,
+ 0.010203641f, -0.016776482f, -0.008142655f, -0.01547684f,
+ -0.009880787f, -0.009551424f, 0.005242979f, 0.025618557f,
+ -0.011334289f, -0.010230681f, -0.0072891423f, 0.0014259676f,
+ -0.0038161008f, -9.1096605e-05f, -0.010165611f, 0.01248974f,
+ -0.0056803133f, -0.010443034f, 0.01642791f, -0.009935266f,
+ -0.022226503f, 0.015649764f, 0.0014033179f, -0.026624054f,
+ -0.007203012f, 0.025398765f, -6.032417e-06f, 0.022034394f,
+ 0.024220204f, -0.00249235f, -0.0025713376f, -0.024256963f,
+ 0.028391067f, -0.00868123f, -0.0075459606f, -0.0066171824f,
+ -0.021044472f, -0.01444006f, -0.0069368226f, -0.029412558f,
+ -0.011166023f, -0.018498935f, -0.0005780625f, -0.014950569f,
+ -0.0052538686f, -0.0052208332f, -0.028963478f, 0.021637194f,
+ -0.01934784f, -0.011709429f, -0.014264274f, -0.011820941f,
+ 0.0029874442f, -0.043465607f, -0.008389515f, -0.020286206f,
+ 0.018381242f, 0.009402076f, -6.4926458e-06f, 0.023731612f,
+ -0.012512443f, 0.0038244938f, -0.009620792f, -0.07217538f,
+ -0.013373111f, -0.03408812f, 0.018013516f, 0.031104652f,
+ 0.004108333f, -0.031565364f, 0.02258793f, 0.0012497875f,
+ 0.018505631f, 0.015937509f, 0.03397117f, 0.018751027f,
+ 0.028309336f, 0.0013284454f, -0.0034242184f, -0.049040183f,
+ 0.017518098f, 0.029354956f, 0.012375129f, 0.021071019f,
+ 0.043245573f, -0.0017072117f, 0.01917091f, 0.020050293f,
+ 0.044324838f, 0.0003568086f, -3.782557e-06f, -0.054970123f,
+ 0.00025986708f, -0.0030980753f, 0.042019118f, -0.014718047f,
+ 0.09136182f, 0.050251998f, 0.047536176f, 0.055385035f,
+ 0.043843225f, 0.09153757f, 0.055850364f, 0.057650816f,
+ 0.049471464f, 0.049772345f, 0.06513509f, 0.05598534f,
+ 0.07879935f, 0.041162334f, 0.116581365f, 0.116215944f,
+ 0.055703893f, 0.061708055f, 0.055691358f, 0.050106917f,
+ 0.05359711f, 0.118190065f, 0.051873844f, 0.05305469f,
+ 0.094883814f, 0.05972008f, 0.03125f, 0.09262255f,
+ 0.07122859f, 0.035595007f, 0.10132693f, 0.033046674f,
+ 0.008198932f, 0.00034837422f, 0.017919436f, 0.0019723712f,
+ 0.028092925f, -0.033846084f, -0.0029948805f, 0.007743469f,
+ 0.014146284f, 0.018825071f, 0.0144004915f, 0.0019946275f,
+ 0.02691827f, 0.0009523414f, 0.027027654f, -0.05271302f,
+ -0.008234074f, 0.01886295f, 0.009218212f, 0.018653536f,
+ 0.018532507f, 0.019083755f, 0.011865131f, 0.020338265f,
+ 0.04508337f, 0.023039978f, -2.3969303e-06f, -0.03341738f,
+ 0.0004288993f, -0.00082805153f, 0.010723913f, 0.007715867f,
+ 0.006444959f, -0.019155774f, -5.477799e-05f, -0.020788789f,
+ 0.00831597f, 0.010842232f, -0.031902798f, -0.026402516f,
+ -0.006352604f, -0.0014378208f, 0.009403265f, -0.023530146f,
+ 0.03013893f, 0.00095609104f, 0.003455896f, 0.013105751f,
+ -0.032454796f, 0.00014958641f, -0.018464519f, -0.004078385f,
+ 0.0037151799f, -0.034191445f, -0.012414877f, 0.020487262f,
+ 0.0046754936f, -0.0017117449f, -5.6997096e-06f, -0.016188936f,
+ 0.00093793747f, -0.004474718f, 0.015641531f, -0.031059852f,
+ 0.017852167f, -0.010946748f, -0.012056041f, -0.024213046f,
+ -0.012465649f, -0.0064642616f, -0.0110341925f, -0.008573409f,
+ -0.016811594f, -0.022378387f, 0.0030896366f, -0.018295068f,
+ -0.0002118988f, -0.008802077f, 0.0041353963f, -0.0019236483f,
+ -0.02637782f, -0.017801862f, -0.0063813925f, -0.018069087f,
+ -0.0036655464f, 0.013736056f, -0.00926528f, -0.02779058f,
+ -0.012576324f, 0.04333538f, -7.0378364e-06f, 0.026426876f,
+ 0.0057986663f, 0.001365942f, -0.014491761f, -0.016380578f,
+ -0.029815238f, -0.032532256f, -0.010090044f, -0.0075939707f,
+ -0.01841759f, -0.02166566f, 0.0047074873f, 0.0044598053f,
+ -0.011068891f, -0.014538416f, -0.0127471145f, -4.54769e-05f,
+ -0.018158771f, -0.0016290377f, -0.007845909f, -0.024189549f,
+ -0.0060073743f, -0.013039188f, 0.0067027225f, -0.012077617f,
+ -0.0007322089f, 0.0034031253f, -0.0008505431f, -0.017894164f,
+ 0.027413402f, -0.039492756f, -7.2415805e-06f, -0.01993335f,
+ -0.053383633f, -0.005462685f, -0.009955281f, -0.045894638f,
+ -0.03423635f, 0.015809828f, 0.007976382f, 0.02872461f,
+ 0.011486088f, -0.027824942f, 0.022402626f, 0.029602554f,
+ 0.01704397f, 0.022052698f, -0.0047717188f, 0.026639657f,
+ -0.011267848f, 0.0033830018f, -0.015702372f, -0.03458953f,
+ 0.03404305f, 0.009690975f, 0.018198043f, 0.018704038f,
+ 0.004133801f, 0.012773303f, 0.013342909f, -0.010100413f,
+ 0.015592217f, -0.031007571f, -4.1644485e-06f, -0.023360938f,
+ -0.007369862f, -0.0021892155f, -0.0041580168f, 0.040366825f,
+ -0.00950825f, -0.015689341f, -0.027411446f, 0.0045163934f,
+ -0.021237882f, -0.032169607f, -0.008436287f, 0.007711113f,
+ -0.015981104f, -0.0058474587f, -0.016302187f, -0.0050288388f,
+ -0.03451291f, -0.005411964f, -0.057007458f, -0.009519844f,
+ 0.00060862664f, -0.01581088f, -0.013824393f, -0.0050003896f,
+ -0.02759697f, -0.047302894f, -0.017540261f, -0.04141391f,
+ -0.041247956f, -0.012798106f, -5.4396814e-06f, -0.00861421f,
+ 0.0048933798f, -0.0032665513f, -0.04772411f, -0.029737743f,
+ -0.013271045f, -0.009748851f, 0.007987075f, -0.0041782823f,
+ 0.012320887f, 0.018136637f, -0.0102896765f, -0.012029962f,
+ 0.0039973888f, 0.0027769876f, -0.0001612115f, -0.0068504843f,
+ 0.00064985076f, -0.0050650807f, -0.0097356215f, 0.017527003f,
+ -0.0060978164f, -0.0072428463f, -0.006019611f, 0.0008342362f,
+ -0.023044562f, -0.013992049f, -0.002095994f, 0.01103424f,
+ -0.024964068f, -0.014639699f, -5.8028945e-06f, 0.013127169f,
+ -0.012662719f, -0.0008862268f, 0.0016509607f, -0.04512324f,
+ -0.008125897f, 0.023091309f, 0.01334149f, -0.0017570563f,
+ 0.011543835f, 0.0049884785f, 0.022472827f, 0.036539525f,
+ 0.0076837344f, 0.0037880358f, 0.007956953f, 0.015365968f,
+ 0.012251683f, -0.011300079f, 0.01880794f, -0.0016539369f,
+ 0.010704212f, 0.01161269f, 0.03027414f, 0.0045915823f,
+ -0.02433038f, -0.01409588f, 0.018684948f, 0.008858194f,
+ -0.048040647f, 0.016877763f, -5.198308e-06f, 0.007284262f,
+ 0.00596547f, 0.005185987f, 0.0015474685f, 0.0014243163f,
+ 0.014486665f, -0.0007930672f, -0.014664226f, -0.016457712f,
+ -0.017403796f, 0.012685011f, -0.003883977f, -2.3890505e-05f,
+ -0.016086638f, -0.019044006f, 0.0041567693f, -0.0080705f,
+ -0.0033578419f, -0.00516103f, 0.014172151f, 0.0079172775f,
+ -0.010331041f, -0.00818306f, -0.003031655f, -0.018925121f,
+ -0.025037287f, -0.018173745f, -0.008901157f, -0.006475026f,
+ -0.045409832f, 0.007166016f, -7.5856356e-06f, 0.0012800301f,
+ 0.00069128914f, 0.005902952f, -0.0043672016f, -0.024956075f,
+ 0.022586409f, 0.03446779f, -0.012960361f, -0.0014372625f,
+ -0.0144260535f, 0.017766414f, -0.0053869165f, -0.005508242f,
+ -0.008251171f, -0.006693737f, -0.004248834f, -0.0030098704f,
+ 0.0014789323f, -8.2464976e-05f, -0.012845524f, 0.025194582f,
+ 0.002518448f, -0.0049616005f, -0.010554589f, -0.010357111f,
+ 0.005486671f, -0.021662172f, -0.011405641f, -0.006805207f,
+ -0.004323462f, -0.007439297f, -7.723759e-06f, -0.021758737f,
+ 0.008226223f, 0.006653657f, -0.008580118f, 0.034192834f,
+ -0.0004065808f, 0.002096658f, -0.007829351f, 0.010406952f,
+ 0.0047818823f, 0.005034751f, -0.016704533f, -0.016410556f,
+ 0.0011981578f, 0.009445486f, -0.00585872f, -0.0072120475f,
+ -0.024534391f, -0.0071554724f, -0.014008383f, 0.0050018425f,
+ 0.00020401525f, -0.008169618f, -0.021851186f, 0.008030192f,
+ -0.005056478f, -0.024147807f, -0.0136337085f, 0.006448823f,
+ -0.029981539f, -0.03735398f, -6.9212547e-06f, 0.033992097f,
+ -0.004451011f, 0.0042461813f, -0.032517195f, -0.010747091f,
+ -0.0040616756f, 0.002528875f, 0.012356824f, 0.008285874f,
+ 0.027300466f, -0.007290054f, 0.0016192659f, 0.0096740825f,
+ 0.014147036f, 0.015116107f, 0.011294763f, 0.0052219853f,
+ 0.013473306f, -0.0070844297f, 0.017487682f, -0.01886535f,
+ 0.0091585545f, -0.011141966f, 0.0050981203f, 0.012889761f,
+ -0.019689016f, 0.002859408f, 0.005369896f, -0.004294142f,
+ -0.014502201f, 0.014149459f, -4.7262542e-06f, 0.0038339125f,
+ 0.012931146f, 0.0046948805f, 0.013098622f, -0.015422701f
+};
+
+static const float conv3_biases[] = {
+ 0.05037664f
+};
+
+#endif