| /* |
| * Copyright (c) 2023, Alliance for Open Media. All rights reserved. |
| * |
| * This source code is subject to the terms of the BSD 2 Clause License and |
| * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License |
| * was not distributed with this source code in the LICENSE file, you can |
| * obtain it at www.aomedia.org/license/software. If the Alliance for Open |
| * Media Patent License 1.0 was not distributed with this source code in the |
| * PATENTS file, you can obtain it at www.aomedia.org/license/patent. |
| */ |
| |
| #include <arm_neon.h> |
| #include <assert.h> |
| #include <math.h> |
| #include <stdbool.h> |
| |
| #include "config/aom_config.h" |
| #include "config/av1_rtcd.h" |
| |
| #include "aom_dsp/aom_dsp_common.h" |
| #include "aom_dsp/arm/sum_neon.h" |
| #include "av1/common/av1_common_int.h" |
| #include "av1/encoder/cnn.h" |
| #include "av1/encoder/partition_cnn_weights.h" |
| |
| // The CNN weights used in av1_cnn_convolve_no_maxpool_padding_valid are |
| // declared (av1_intra_mode_cnn_partition_cnn_layer_[01234]_kernel) in |
| // partition_cnn_weights.h. However, to enable linear memory access, rearrange |
| // the weight tables here. |
| static const float weights_layer_1[] = { |
| 0.228403f, 0.031690f, -0.251710f, -0.046230f, 0.413294f, -0.236732f, |
| -0.038291f, 0.210766f, 0.427196f, -0.384319f, -0.439463f, 0.366015f, |
| 0.112263f, -0.144168f, -0.075017f, 0.119629f, 0.325200f, -0.678246f, |
| -0.370826f, -0.341362f, -0.503392f, 0.400884f, 0.465214f, -0.360847f, |
| 0.187100f, -0.190757f, -0.131906f, 0.121492f, -0.303556f, -0.007658f, |
| 0.380077f, -0.066394f, -0.016043f, -1.490730f, -0.120682f, 0.132062f, |
| 0.086185f, -0.042766f, -0.087069f, 0.029426f, 0.309583f, -0.029985f, |
| -0.297429f, -0.018139f, -0.688828f, 0.756607f, 0.706410f, -0.696826f, |
| -0.087793f, -0.023304f, -0.012332f, -0.018043f, -0.410268f, 0.352143f, |
| 0.391284f, -0.363178f, -0.295034f, 0.160246f, -0.149446f, 0.260145f, |
| -0.252249f, 0.190826f, 0.251206f, -0.270796f, -0.979219f, 0.884880f, |
| 0.962057f, -0.847601f, -0.011053f, 0.118765f, -0.028428f, -0.020138f, |
| 0.400274f, -0.382845f, -0.462766f, 0.390654f, 0.361223f, -0.320068f, |
| -0.372084f, 0.313196f, 0.241933f, -0.416614f, -0.008722f, -0.255078f, |
| 0.078730f, -0.381935f, -0.204577f, 0.159768f, 0.071853f, -0.126294f, |
| -0.036186f, -0.007900f, 0.380071f, -0.298882f, 0.387941f, -0.267350f, |
| -0.586802f, 0.477785f, -0.000013f, 0.197296f, -0.079154f, -0.005811f, |
| -0.044300f, -0.021192f, -0.020879f, -0.005265f, 0.082277f, -0.139132f, |
| -0.239237f, 0.440234f, -0.542342f, 0.378360f, -0.070974f, 0.272702f, |
| -0.278939f, -0.044948f, -0.134197f, -0.007172f, -0.353628f, -0.128091f, |
| 0.357458f, -0.037614f, -0.144983f, 0.220623f, -0.003394f, -0.070166f, |
| 0.200370f, -0.166037f, 0.224448f, -0.012990f, -0.098853f, 0.008613f, |
| -0.017669f, 0.070641f, 0.174530f, -0.119822f, -0.065096f, 0.118487f, |
| -0.024764f, -0.050466f, 0.066631f, -0.075896f, -0.062363f, 0.212604f, |
| -0.377322f, 0.306306f, -0.399733f, 0.238624f, 0.233571f, -0.344080f, |
| 0.462491f, -0.565210f, -0.035074f, -0.010459f, 0.084382f, 0.052294f, |
| 0.065714f, 0.013716f, 0.135036f, 0.000588f, 0.181079f, -0.566344f, |
| 0.395561f, -0.398509f, 0.450017f, -1.462710f, 1.138280f, -0.447774f, |
| 0.247936f, -0.417067f, 0.165997f, -0.458632f, -0.018527f, 0.308461f, |
| 0.541266f, 0.162257f, 0.601786f, -1.275840f, -0.373404f, -0.589747f, |
| 0.026539f, -0.219327f, 0.142972f, -0.018496f, 0.075204f, -0.775190f, |
| 0.237307f, -0.348252f, 0.117792f, -0.094332f, 0.363101f, -0.065025f, |
| 0.816662f, 0.590110f, 0.752202f, -0.308599f, 0.258337f, -0.842085f, |
| 0.695788f, -0.205615f, 0.093930f, -0.392536f, 0.463093f, -0.432456f, |
| 0.041660f, -0.827264f, 0.309128f, -0.354658f, 0.451957f, -1.406640f, |
| 0.773192f, -0.892943f, 0.134856f, -0.467808f, 0.306003f, -0.226560f, |
| 0.086865f, -0.104102f, 0.148098f, -0.082658f, 0.316655f, -1.028310f, |
| 0.741566f, -0.345326f, 0.052379f, -0.275613f, 0.191765f, -0.162391f, |
| 0.000976f, 0.093061f, 0.068649f, 0.033582f, 0.239727f, -0.647769f, |
| 0.218493f, -0.397120f, 0.268229f, -0.303424f, 0.185393f, -0.314189f, |
| 0.101728f, -0.163083f, -0.084989f, 0.136783f, -0.264346f, 0.465914f, |
| 0.220395f, -0.252968f, -0.326661f, 0.271483f, 0.374717f, -0.311570f, |
| -0.082119f, 0.020870f, 0.091975f, -0.030582f, -0.487148f, 0.198912f, |
| 0.024554f, -0.749363f, -0.102267f, 0.097787f, 0.141459f, -0.110706f, |
| 0.079467f, -0.082570f, -0.347567f, 0.341043f, -0.137871f, 0.112319f, |
| 0.064733f, -0.082869f, 0.269999f, -0.408184f, -0.183443f, 0.180608f, |
| 0.223345f, -0.357376f, -0.244593f, 0.355348f, -0.072701f, -0.034311f, |
| 0.096544f, 0.016407f, 0.417550f, -0.367772f, -0.484535f, 0.405977f, |
| 0.314243f, -0.099622f, -0.192218f, -0.012780f, 0.434551f, -0.399047f, |
| -0.531499f, 0.484513f, -0.691352f, 0.872823f, 1.207720f, -1.377490f, |
| 0.006872f, -0.041453f, 0.007845f, 0.007463f, 0.467299f, -0.476372f, |
| -0.452606f, 0.452357f, 0.447332f, -0.365632f, -0.332435f, 0.300284f, |
| -0.290504f, 0.255410f, 0.310921f, -0.293717f, -0.616299f, 0.594207f, |
| 0.461347f, -0.449439f, 0.278455f, 0.285085f, -1.201340f, -0.016463f, |
| 0.549095f, 0.610375f, -4.608530f, -1.727390f, 0.150404f, -0.012846f, |
| -0.481148f, -0.182257f, 0.918796f, 0.213872f, 1.050410f, 0.681526f, |
| -0.458777f, -0.710395f, -2.347200f, -0.277197f, 0.213294f, 0.337551f, |
| -0.177710f, -0.152136f, 0.167666f, 0.308403f, -1.248500f, -0.565367f, |
| 0.122054f, 0.087874f, -0.476556f, -0.083548f, -0.358734f, -0.073131f, |
| -0.146320f, -2.241960f, 0.697639f, 0.545581f, -1.889700f, -0.267725f, |
| 0.433045f, 0.298224f, -0.338508f, 0.250226f, 0.405675f, 0.447201f, |
| -1.184690f, -0.473447f, 0.307403f, 0.711236f, -3.191560f, -1.663980f, |
| 0.165201f, 0.101360f, -0.624451f, -0.173269f, 0.089795f, 0.227478f, |
| -0.136664f, 0.007907f, 0.131079f, 0.605374f, -2.991620f, -1.723790f, |
| 0.082428f, 0.006781f, -0.348732f, -0.019271f, -0.032040f, -0.067078f, |
| -0.437166f, -0.144472f, 0.069844f, 0.194625f, -0.162284f, -0.374656f, |
| 0.056472f, -0.236524f, -0.114241f, -0.029161f, -0.222078f, -0.053435f, |
| -0.313938f, -0.555472f, 1.037550f, 0.689968f, 0.575694f, 0.065826f, |
| -0.659979f, -0.881351f, -0.626417f, -0.953975f, -0.576106f, -0.258708f, |
| 0.263004f, -0.229847f, 0.463835f, 1.390960f, -2.614480f, -1.272910f, |
| 0.065780f, -0.058603f, 0.015612f, 0.104703f, 0.198028f, 0.262792f, |
| 0.253616f, -0.079126f, -0.587381f, -0.739021f, -0.822676f, -0.795512f, |
| 0.193644f, 0.234643f, -0.034407f, 0.421478f, -0.572610f, -0.290714f, |
| -0.257803f, -0.644835f, -0.536938f, -0.375899f, -0.651077f, -0.522576f, |
| 0.562564f, 0.834616f, 0.513893f, 0.649689f, 0.356530f, 0.400716f, |
| 0.300606f, 0.290505f, 0.584608f, 0.671574f, 0.564584f, 0.419870f, |
| 0.062061f, 0.018263f, 0.009831f, 0.084103f, -0.128281f, -0.018818f, |
| -0.187244f, 0.067210f, 0.437147f, 0.442029f, 0.444939f, 0.226661f, |
| 0.541609f, 0.444280f, 0.302795f, 0.633026f, -0.180374f, 0.265197f, |
| 0.210404f, -0.118916f, -0.294013f, -0.692627f, -0.402347f, -0.356287f, |
| 0.387578f, 0.385496f, 0.789542f, 0.690396f, -0.203542f, -0.688546f, |
| 0.045319f, -0.448747f, -0.157148f, 0.152581f, 0.022360f, 0.058358f, |
| 0.593007f, 1.131860f, 0.289006f, 1.015560f, 0.144942f, -0.411577f, |
| 0.264794f, -0.085791f, 0.156996f, 0.200340f, 0.169264f, 0.267615f, |
| -0.361015f, -0.601842f, -0.442217f, -0.781086f, 0.112938f, 0.385305f, |
| 0.482454f, 0.470268f, 1.193390f, 0.589642f, 0.127638f, -0.640946f, |
| 0.540310f, 0.741498f, 0.686937f, 0.435879f, 0.534523f, 0.693119f, |
| 0.817577f, 0.783109f, 0.021681f, -0.004973f, 0.201236f, -0.086311f, |
| 0.028628f, 0.227871f, 0.462751f, 0.126832f, -0.389997f, -0.553965f, |
| -0.343953f, -0.448517f, 0.053129f, -0.115083f, 0.018138f, -0.067131f, |
| -0.293468f, -0.220700f, 0.074348f, -0.273153f, 0.263637f, 0.122049f, |
| 0.153025f, 0.076292f, 0.142320f, 0.286734f, 0.100542f, 0.308660f, |
| -0.759591f, -0.750938f, -0.788799f, -0.853076f, -0.588019f, -0.990063f, |
| -0.692327f, -0.722904f, 0.084736f, 0.151068f, 0.159606f, 0.147715f, |
| 1.610180f, 1.950330f, 1.765670f, 2.265110f, 0.008262f, 0.185584f, |
| 0.039337f, 0.164721f, 0.479446f, 0.314083f, 0.043969f, 0.291320f, |
| 0.003400f, -0.551190f, 0.060158f, -0.147591f, 0.089117f, 0.042994f, |
| 0.042802f, 0.127392f, -0.066172f, 0.078370f, 0.051408f, 0.014004f, |
| 0.086726f, 0.133334f, -0.046733f, 0.155100f, -0.118223f, -0.100778f, |
| -0.225245f, -0.460397f, 0.892644f, 1.003770f, 0.405155f, 0.517477f, |
| 0.184585f, 0.279090f, -0.036477f, 0.198703f, 0.027139f, -0.055728f, |
| -0.022396f, -0.147319f, 2.275540f, 2.014990f, 2.296800f, 2.081730f, |
| -0.088713f, 0.105729f, -0.027871f, -0.095047f, 0.012429f, 0.014244f, |
| -0.014755f, -0.003017f, 1.332700f, 1.300040f, 1.464250f, 1.305030f, |
| 0.032568f, 0.118042f, 0.079632f, -0.089405f, 0.163905f, 0.146608f, |
| 0.026502f, 0.065307f, -0.056909f, -0.065052f, 0.069851f, -0.082958f, |
| 0.023419f, -0.026293f, 0.037616f, -0.048096f, -0.073701f, -0.208295f, |
| -0.782095f, 0.000523f, 0.374131f, 0.420946f, 0.466151f, 0.349651f, |
| -0.679275f, -0.745827f, -0.379918f, -0.900107f, 0.044070f, -0.347536f, |
| -1.224390f, 0.740113f, -0.779966f, 0.510920f, -0.968597f, -0.095630f, |
| 0.120805f, 0.676803f, -0.164827f, 0.172996f, -0.106720f, 0.197527f, |
| 0.337561f, 0.571094f, -0.279090f, -0.396697f, -0.253083f, -0.690170f, |
| -0.363291f, 0.516921f, 0.489391f, -0.920628f, 0.497572f, 0.483864f, |
| -0.125696f, -0.338123f, -0.041517f, -0.534630f, -0.388465f, -0.784554f, |
| 0.215227f, 0.055088f, 0.179638f, 0.086997f, 0.569313f, 0.572926f, |
| 0.137182f, -0.045485f, 0.118087f, 0.210383f, 0.212664f, 0.482443f, |
| 0.151921f, 0.307947f, -0.084656f, -0.386206f, 0.542277f, -0.207005f, |
| 0.073792f, -1.013240f, 0.303581f, 0.270527f, 0.265985f, 0.332702f, |
| 0.848609f, 0.686757f, 0.767212f, 0.316901f, -0.502460f, -0.567092f, |
| -0.484799f, -0.173350f, -0.426863f, 0.222375f, -0.200267f, -0.523758f, |
| 0.265180f, -0.175648f, -0.229754f, 0.148740f, 0.402515f, 0.028243f, |
| -0.366109f, 0.157232f, -0.131564f, 0.055136f, 0.211046f, -0.115542f, |
| 0.322379f, -0.137768f, -0.247832f, 0.070394f, 0.058530f, -0.295023f, |
| -0.196022f, -0.109097f, 0.261285f, -0.273585f, -0.240632f, 0.258326f, |
| -0.077364f, 0.071405f, -0.014766f, -0.008751f, -0.203622f, 0.177818f, |
| 0.116726f, -0.116735f, -0.723616f, -0.700154f, 0.145082f, -0.184949f, |
| -0.287076f, 0.150405f, 0.258075f, -0.157764f, -0.120909f, 0.105459f, |
| 0.113288f, -0.092963f, 0.328183f, -0.300115f, -0.361289f, 0.319792f, |
| -0.048875f, 0.135673f, 0.132539f, -0.162481f, 0.002109f, 0.065048f, |
| -0.135969f, 0.061558f, 1.510670f, -0.884925f, -0.827022f, 0.190311f, |
| -0.060088f, -0.033362f, 0.013354f, 0.002847f, 0.353479f, -0.462538f, |
| -0.319638f, 0.424484f, 0.199540f, -0.073843f, -0.140621f, 0.072133f, |
| -0.098662f, 0.070613f, 0.031150f, -0.021869f, -0.511253f, 0.503412f, |
| 0.565963f, -0.576146f, -1.081700f, 0.047670f, 0.266687f, 0.524804f, |
| -2.361150f, 0.147823f, 0.594717f, 0.956842f, -1.048220f, 0.127083f, |
| 0.079581f, 0.065419f, 0.176783f, 0.653953f, 0.260967f, 0.537892f, |
| -1.207580f, 0.245983f, -0.727067f, 0.071755f, -0.343025f, -0.173435f, |
| 0.215289f, 0.268578f, -1.158560f, 0.039263f, -0.132888f, 0.217132f, |
| -0.622195f, -0.071256f, 0.317333f, 0.157614f, -1.588250f, 0.316432f, |
| -0.736720f, -0.041698f, -1.959280f, 0.083451f, 0.570584f, 0.327620f, |
| -1.262200f, -0.026738f, 0.231198f, 0.326861f, -1.644200f, -0.143833f, |
| -0.079495f, 0.493026f, -2.488090f, -0.034046f, 0.165884f, 1.074260f, |
| -1.076980f, 0.248198f, -0.017987f, 0.421900f, -0.105860f, 0.076710f, |
| 0.002072f, 0.070264f, -1.734750f, 0.227145f, 0.209220f, 0.851459f, |
| -0.142369f, 0.066502f, 0.027816f, 0.044321f, -0.186591f, -0.100340f, |
| 0.115580f, 0.192252f, -0.892114f, 0.209531f, -0.308243f, 0.367968f, |
| -0.721770f, 0.220224f, -0.062744f, 0.133754f, 0.040416f, 0.190428f, |
| -0.035428f, 0.162974f, 0.116427f, 0.669393f, 0.278891f, 0.856676f, |
| 1.060390f, 0.936983f, 0.863355f, 0.990560f, -0.147111f, -0.217883f, |
| 0.355794f, -0.186530f, -0.275614f, -0.095719f, 0.167346f, 0.359078f, |
| -0.079223f, -0.581596f, -0.213134f, -0.431123f, -0.516443f, -0.388628f, |
| -0.643821f, -0.202345f, 0.426230f, 0.516923f, 0.548131f, 0.555973f, |
| 0.022286f, 0.361170f, 0.980065f, 0.648400f, -0.056813f, -0.100310f, |
| -0.439481f, -0.166454f, 0.412449f, 0.509400f, 0.316208f, 0.470293f, |
| -0.827838f, -1.078380f, -1.047040f, -1.074560f, 0.274555f, -0.316736f, |
| 0.128818f, 0.228566f, -0.520967f, -0.731674f, -0.687887f, -0.536388f, |
| -0.031187f, 0.041404f, 0.047821f, 0.064397f, 0.054230f, 0.105059f, |
| -0.178671f, 0.176847f, -0.394797f, -0.260255f, -0.333734f, -0.162345f, |
| -0.444650f, -0.928438f, -0.705840f, -0.833162f, 0.306737f, 0.429699f, |
| 0.417298f, 0.478469f, 0.420903f, 0.676871f, 0.429677f, 0.616921f, |
| -0.805199f, -0.643391f, -0.304100f, 0.797599f, -0.172157f, 0.429085f, |
| -0.750676f, 0.149227f, -0.207898f, -0.022534f, -0.341448f, -0.247976f, |
| 0.095325f, -0.561120f, 0.599694f, -0.025236f, 0.292346f, -0.312001f, |
| 0.517478f, 0.301457f, -0.106415f, 0.226263f, -0.184163f, -0.114419f, |
| -0.322702f, 0.172541f, 0.445573f, 0.157213f, 0.670704f, 0.102174f, |
| -0.234667f, -0.293311f, 0.769852f, 0.038028f, -0.036741f, -0.228060f, |
| -0.253335f, 0.424054f, -0.597980f, 0.221007f, -0.114741f, -0.411557f, |
| -0.592201f, 0.442684f, 0.115491f, -0.106896f, -0.028110f, 0.354751f, |
| -0.248375f, 0.242570f, -0.155856f, 0.280528f, -0.198742f, 0.588725f, |
| 0.371065f, 0.078197f, 0.114706f, -0.448021f, 0.065255f, 0.133741f, |
| -0.227522f, -0.047339f, -0.052849f, 0.309480f, 0.597185f, 0.209182f, |
| 0.226108f, -0.601036f, -0.431672f, -0.172601f, -0.000174f, 0.194292f, |
| -0.133937f, 0.130676f, 0.059372f, 0.091381f, 0.098751f, -0.150996f, |
| 0.170514f, -0.085494f, 0.336576f, 0.484004f, 0.033862f, 0.277473f, |
| -0.231482f, -0.328385f, -0.332739f, -0.626957f, 0.510167f, 0.575861f, |
| 0.421494f, 0.482540f, -0.636377f, -0.864661f, -0.694180f, -0.420014f, |
| -0.132781f, 0.017599f, 0.003538f, 0.486934f, 0.133878f, -0.094622f, |
| 0.016132f, 0.010117f, 0.156680f, -0.022201f, -0.014621f, 0.228445f, |
| 0.190826f, 0.171580f, 0.579923f, 0.245428f, 0.322713f, 0.480101f, |
| 0.406320f, 0.412229f, 0.002334f, -0.022349f, 0.074571f, -0.043828f, |
| 0.290453f, 0.451749f, 0.530376f, 0.271879f, 0.095144f, 0.169450f, |
| 0.049482f, 0.114605f, -0.635634f, -0.700768f, -0.558538f, -0.537625f, |
| 0.190255f, -0.308237f, -0.053703f, 0.212489f, 0.056520f, -0.040019f, |
| 0.089822f, -0.014155f, -0.376004f, -0.448752f, -0.526717f, -0.571440f, |
| 0.116482f, 0.162321f, 0.147895f, 0.280527f, 0.159037f, -0.095958f, |
| 0.007931f, -0.086630f, 0.285625f, 0.514914f, 0.208908f, 0.519251f, |
| 0.309368f, 0.379777f, 0.350565f, 0.487487f, -0.541494f, -0.421836f, |
| -0.390001f, -0.500696f, -0.905736f, -0.150439f, -0.942304f, -0.566771f, |
| 0.484233f, 0.767417f, 0.410477f, 0.670196f, 0.070210f, 0.488836f, |
| 0.372805f, 0.197631f, 0.337892f, 0.524423f, 0.777219f, -0.260955f, |
| -0.112981f, -0.060088f, -0.200250f, -0.195671f, 0.007584f, 0.252096f, |
| 0.235511f, 0.366612f, -0.304979f, -0.211068f, -0.420683f, -0.085370f, |
| 0.085762f, -0.097549f, -0.802509f, -0.468079f, -0.192787f, -0.069670f, |
| -0.235162f, -0.077772f, -0.441671f, -0.348479f, -0.431434f, -0.108256f, |
| -0.133779f, 0.017032f, 0.001964f, -0.120647f, -0.187663f, -0.194985f, |
| -0.231742f, -0.175288f, -0.162639f, 0.245110f, 0.049951f, 0.104229f, |
| -0.159634f, -0.076545f, -0.022496f, -0.036532f, -0.147028f, -0.034215f, |
| 0.028213f, -0.059669f, -0.078259f, 0.062993f, -0.124066f, -0.137362f, |
| -0.129977f, -0.010532f, -0.049090f, -0.189401f, 0.495471f, 0.615778f, |
| 0.451437f, 0.803526f, 0.523532f, 0.841339f, 0.699528f, 0.745129f, |
| 0.246264f, -0.198290f, -0.283620f, 0.189917f, -0.018306f, -0.419097f, |
| 0.280363f, -0.098085f, 0.138972f, -0.140867f, -0.117025f, 0.098585f, |
| 0.130979f, 0.268133f, -0.161731f, -0.176629f, -0.357677f, -0.126379f, |
| 0.553128f, -0.126821f, -0.001511f, -0.010081f, -0.031162f, 0.079203f, |
| -0.157731f, 0.072865f, 0.535830f, -0.529989f, -0.570075f, 0.295795f, |
| 0.595613f, -0.449278f, -0.669756f, 0.941452f, 0.356897f, -0.723720f, |
| -0.115203f, -0.134479f, 0.133048f, 0.109860f, -0.024250f, -0.049732f, |
| 0.020098f, 0.048356f, -0.048293f, 0.108754f, 0.062548f, -0.238315f, |
| 0.182700f, 0.312011f, -0.244377f, -0.118012f, 0.012276f, 0.006089f, |
| 0.098068f, -0.079280f, -0.423987f, -0.411931f, -0.027425f, 0.870280f, |
| 0.022825f, -0.024481f, -0.036320f, -0.111189f, 0.364539f, -0.244896f, |
| -0.373060f, 0.266345f, -0.141778f, 0.277549f, 0.059834f, -0.178242f, |
| -0.686222f, 0.594535f, 0.354546f, -0.272516f, 1.060730f, -1.059810f, |
| -0.948126f, 0.993267f, 0.116597f, -0.227574f, -0.436144f, -0.333309f, |
| -0.575746f, -0.828102f, 0.284561f, 0.351668f, -0.080164f, -0.762518f, |
| -0.511108f, -0.212855f, 0.293892f, -0.548664f, 0.072057f, 0.006748f, |
| 1.485110f, 0.124687f, 0.727211f, 1.557560f, -0.064383f, -0.022242f, |
| 0.002921f, -0.151505f, 0.270926f, 0.173632f, -0.640644f, 0.422410f, |
| -0.240699f, -0.361980f, -0.279864f, -0.055165f, -1.084140f, 0.231705f, |
| 0.366172f, -0.347698f, -0.097565f, -0.747227f, -0.243033f, 0.941545f, |
| -0.207460f, -0.353913f, 0.104303f, -0.403151f, 0.203177f, 0.335893f, |
| -0.229033f, 0.029096f, -0.409634f, -0.179599f, -0.442397f, 0.649114f, |
| 0.460774f, 0.170906f, -0.043857f, 0.402066f, -0.226896f, -0.199624f, |
| 0.016650f, 0.207894f, 0.056954f, 0.220329f, 0.374060f, 0.130361f, |
| -0.303960f, -0.078863f, 0.195410f, 0.729438f, 0.246818f, 0.287730f, |
| 0.484876f, 0.111488f, -0.168647f, -0.087878f, -0.070089f, -0.341329f, |
| -0.330280f, 0.259943f, -0.364205f, 0.256555f, -0.756804f, -0.086915f, |
| 0.777351f, 0.006136f, 0.110348f, 0.248743f, 0.209326f, -0.362741f, |
| -0.184416f, 0.422446f, 0.565193f, 0.310072f, -0.011212f, -0.765226f, |
| 0.039466f, 0.301288f, 0.172907f, -1.539450f, 0.606202f, 0.477469f, |
| 0.045894f, -0.222180f, -0.013192f, -0.064077f, -0.241551f, 0.192914f, |
| 0.028004f, -0.540538f, 0.437440f, 0.179087f, -0.753204f, -0.001374f, |
| 1.185930f, -0.151182f, 1.238580f, -1.389900f, 0.277954f, 0.422208f, |
| 0.041553f, -0.542284f, 0.139019f, -0.148580f, -0.130705f, 0.361830f, |
| 0.322953f, -0.092371f, 0.120180f, -0.355299f, -0.028057f, 0.128114f, |
| 0.250947f, -0.349926f, -0.684633f, 0.246175f, 0.186731f, -0.676313f, |
| 0.060535f, 0.333371f, -0.021172f, -0.421266f, -0.079650f, 0.031359f, |
| -0.303658f, -0.298286f, 0.119016f, 0.655585f, 0.200175f, -0.887182f, |
| -0.197539f, -0.318883f, -0.130250f, 0.522487f, -0.092616f, 0.405930f, |
| -0.281678f, 0.089728f, 0.081814f, -0.781745f, 0.348878f, 0.082274f, |
| -0.914136f, 1.098810f, 0.855321f, -1.078170f, -0.268018f, 0.246440f, |
| 0.238347f, -0.027228f, 0.074111f, -0.061197f, -0.063582f, 0.089462f, |
| -0.040347f, 0.117082f, 0.122772f, -0.162816f, -0.148668f, -0.342856f, |
| -0.495604f, -1.453630f, -0.045273f, -0.030463f, 0.043766f, 0.047978f, |
| 0.016910f, -0.009700f, 0.006288f, -0.042556f, 0.632896f, -0.845744f, |
| -0.516844f, 0.709439f, 0.486166f, -1.203050f, -0.978381f, 0.631876f, |
| 0.000705f, 0.123858f, -0.001187f, -0.172312f, -0.422668f, 0.241838f, |
| 0.437400f, -0.268186f, -0.513259f, 0.450209f, 0.542629f, -0.453810f, |
| -0.207119f, 0.072598f, 0.085066f, -0.018986f, -0.149512f, 0.149521f, |
| 0.182105f, -0.227200f, -0.363240f, 0.172670f, -0.502932f, 0.689256f, |
| 0.093760f, -0.090207f, -0.066803f, 0.056759f, -0.002243f, -0.050662f, |
| -0.059324f, 0.152943f, -0.701150f, 0.712540f, 0.660349f, -0.654970f, |
| 0.351772f, -0.303383f, -0.311177f, 0.247653f, 0.013035f, 0.034648f, |
| -0.137832f, 0.041197f, 0.410265f, 0.345129f, 0.653338f, 0.047050f, |
| 0.140399f, 0.018613f, -0.012431f, -0.113632f, -0.029928f, 0.051564f, |
| -0.031349f, 0.151944f, -0.160340f, 0.326798f, -0.458067f, 0.636235f, |
| 0.243184f, 0.514072f, 2.414450f, 1.421980f, -0.001474f, -0.141389f, |
| -0.104817f, -0.141882f, -0.026395f, 0.053014f, 0.143885f, -0.207774f, |
| -0.563846f, -0.242514f, -0.436574f, -0.456796f, -0.520646f, 0.282550f, |
| -0.684924f, 0.061105f, -0.315884f, -0.392624f, 0.009805f, -0.256597f, |
| -0.146732f, 0.331039f, 0.362342f, 0.270851f, 0.067679f, -0.071331f, |
| -0.222423f, 0.081286f, -0.208192f, -0.193816f, -0.008201f, -0.309340f, |
| 0.167556f, 0.106071f, 0.172254f, -0.163790f, -0.142205f, -0.043182f, |
| 0.096145f, 0.145037f, -0.066015f, -0.073194f, 0.132237f, -0.088522f, |
| -0.044292f, -0.487128f, 0.033389f, -0.573548f, 0.185449f, 0.273593f, |
| 0.147503f, 0.457049f, -0.021539f, 0.090786f, 0.009147f, 0.000899f, |
| 0.018088f, 0.115791f, -0.079165f, 0.139388f, |
| }; |
| |
| static const float weights_layer_2[] = { |
| 0.153048f, 0.112901f, 0.136781f, 0.154580f, 0.091610f, 0.045165f, |
| 0.088490f, 0.116991f, -0.463766f, -0.596567f, -0.567008f, -0.630565f, |
| 0.141874f, 0.095726f, 0.175427f, 0.145027f, -0.969824f, -1.018190f, |
| -1.073300f, -1.041130f, -0.070545f, -0.123600f, -0.114967f, -0.169453f, |
| -0.267458f, -0.147730f, -0.161419f, -0.164894f, -0.117508f, -0.204389f, |
| -0.122695f, -0.163107f, -0.003903f, -0.030470f, -0.037433f, -0.059568f, |
| 0.138243f, 0.091019f, 0.160372f, 0.141650f, -0.544565f, -0.620004f, |
| -0.504503f, -0.429979f, -0.099491f, -0.096384f, -0.155265f, -0.188536f, |
| 0.084923f, 0.038345f, 0.066706f, 0.122083f, 0.267087f, 0.184419f, |
| 0.261478f, 0.255746f, -0.245894f, -0.114980f, -0.193880f, -0.227785f, |
| 0.087536f, 0.095712f, 0.106105f, 0.099353f, -0.059473f, -0.173247f, |
| -0.202386f, -0.076010f, 0.125928f, 0.100793f, 0.119638f, 0.129623f, |
| 0.136593f, 0.102984f, 0.156550f, 0.140558f, 0.122524f, 0.051596f, |
| 0.084164f, 0.123630f, 0.072542f, 0.096063f, 0.083236f, 0.087630f, |
| 0.025900f, 0.023738f, 0.036385f, 0.053077f, -0.029501f, 0.010544f, |
| -0.010026f, -0.051268f, 0.086302f, 0.109909f, 0.101385f, 0.127513f, |
| -0.031869f, 0.005340f, -0.056267f, -0.032955f, 0.032748f, 0.023162f, |
| 0.092118f, -0.001780f, -0.123612f, -0.183433f, -0.202377f, -0.317516f, |
| 0.129052f, 0.208112f, 0.145582f, 0.175502f, 0.018476f, 0.036349f, |
| 0.072417f, 0.061194f, 0.086985f, 0.117086f, 0.072465f, 0.129068f, |
| 0.020182f, 0.052114f, 0.017878f, 0.010478f, -0.001381f, -0.034644f, |
| 0.025135f, -0.037748f, 0.004973f, 0.024778f, 0.041816f, 0.032111f, |
| 0.080268f, 0.124998f, 0.105719f, 0.177047f, -0.072114f, -0.011864f, |
| -0.076846f, -0.089840f, 0.069993f, 0.089362f, 0.088035f, 0.120621f, |
| 0.065916f, 0.100946f, -0.006784f, -0.007751f, 0.122039f, 0.126482f, |
| 0.078629f, 0.140299f, 0.074034f, 0.092464f, 0.089798f, 0.108968f, |
| 0.075729f, 0.057128f, 0.013570f, 0.021195f, 0.068901f, 0.054022f, |
| 0.029781f, 0.031404f, -0.209998f, -0.208731f, -0.198310f, -0.212454f, |
| -0.579168f, -0.490190f, -0.607567f, -0.520541f, 0.083863f, 0.056612f, |
| 0.030366f, 0.061790f, -0.004874f, -0.057203f, -0.060429f, -0.049145f, |
| 0.080086f, 0.138602f, 0.223796f, 0.133279f, -0.495954f, -0.612093f, |
| -0.545393f, -0.562310f, 0.070672f, 0.037702f, 0.139013f, 0.080192f, |
| -0.111387f, -0.048165f, 0.074359f, -0.042125f, 0.113633f, 0.106579f, |
| 0.042633f, 0.102734f, -0.068220f, 0.128423f, -0.181821f, -0.013260f, |
| -0.108563f, -0.138667f, -0.109304f, -0.131909f, -0.168667f, -0.126870f, |
| -0.132533f, -0.167096f, -0.184741f, -0.140890f, -0.125361f, -0.150632f, |
| 0.309013f, 0.364376f, 0.361102f, 0.271566f, 0.116552f, 0.091160f, |
| 0.096846f, 0.095954f, 0.046972f, 0.080489f, 0.028766f, -0.012223f, |
| 0.071379f, 0.041535f, -0.000668f, 0.033698f, -0.013493f, -0.027535f, |
| -0.025804f, -0.012267f, -0.097465f, -0.099232f, -0.208863f, -0.225201f, |
| -0.475608f, 0.077358f, -0.002872f, 0.163890f, -0.420298f, 0.072114f, |
| 0.121601f, -0.016727f, 0.573853f, -0.080196f, 0.193053f, 0.053012f, |
| -0.454179f, 0.058563f, 0.067265f, 0.141154f, 0.412541f, 0.086933f, |
| 0.030407f, -0.030413f, 0.478757f, -0.097731f, 0.277072f, -0.086393f, |
| 0.552604f, -0.334201f, 0.091765f, -0.270262f, -1.395060f, 0.271837f, |
| -0.005335f, 0.240499f, 0.175442f, -0.326329f, -0.019353f, -0.270338f, |
| -0.459273f, 0.096183f, 0.153046f, 0.135818f, 0.759028f, -0.177673f, |
| -0.099966f, 0.103363f, 0.697289f, -0.234184f, -0.048706f, -0.116099f, |
| -0.282575f, 0.025655f, -0.184759f, 0.040658f, -0.558267f, 0.214087f, |
| -0.095620f, 0.200522f, 0.278996f, 0.031959f, 0.122936f, -0.209196f, |
| -0.308217f, 0.092917f, 0.113269f, 0.136274f, -0.037046f, 0.017263f, |
| -0.194183f, 0.089133f, -0.161244f, 0.042799f, 0.030557f, 0.153545f, |
| -0.355048f, 0.070928f, -0.152852f, 0.102875f, -0.193649f, 0.007916f, |
| -0.062952f, 0.050602f, 0.073671f, 0.143045f, -5.978970f, -7.013850f, |
| 0.058713f, 0.076116f, 0.026445f, -0.056599f, -0.005966f, 0.032234f, |
| 0.006753f, -0.024528f, 0.120308f, 0.179939f, -6.624630f, -7.638680f, |
| 0.026359f, 0.020758f, 0.194274f, 0.051489f, -0.008491f, -0.028248f, |
| -0.061328f, -0.134423f, -0.103951f, -0.110877f, 0.042263f, 0.127016f, |
| 0.012473f, -0.008595f, 0.031357f, 0.087476f, -0.084022f, -0.015590f, |
| -0.313546f, 0.120072f, 0.123880f, 0.162148f, -6.596560f, -7.358830f, |
| 0.004797f, -0.003415f, 0.048455f, 0.026737f, -0.103702f, 0.034416f, |
| -0.003475f, -0.236827f, 0.005378f, 0.048413f, 0.054612f, -0.079359f, |
| 0.043707f, 0.001085f, 0.023380f, 0.007785f, 0.025938f, -0.052856f, |
| -0.033421f, 0.022643f, 0.034161f, 0.127681f, -5.019490f, -5.233580f, |
| -0.128630f, 0.087741f, -0.239834f, -0.377876f, 0.128082f, 0.142730f, |
| -0.086819f, -0.350927f, 0.089849f, 0.155776f, -6.155120f, -5.721720f, |
| 0.056110f, 0.008761f, 0.045579f, 0.016762f, -0.134076f, -0.101551f, |
| -0.096058f, -0.117146f, 0.003527f, -0.056942f, -0.005578f, 0.071287f, |
| 0.023776f, -0.028003f, -0.075390f, -0.191160f, -0.089672f, -0.104372f, |
| -0.104750f, -0.080813f, -0.249824f, -0.124479f, -0.243593f, -0.244284f, |
| -0.554911f, -0.549095f, -0.564693f, -0.475107f, -0.121771f, -0.143441f, |
| -0.171170f, -0.120920f, 0.109831f, 0.079708f, 0.327295f, 0.308907f, |
| -0.178785f, -0.428316f, -0.418882f, -0.366750f, -0.139296f, -0.129645f, |
| -0.081237f, -0.101533f, -0.006256f, -0.146756f, -0.322110f, -0.338865f, |
| -0.306085f, -0.319592f, -0.454803f, -0.363560f, -0.018557f, 0.006605f, |
| -0.131198f, -0.077708f, 0.138160f, 0.119611f, 0.271098f, 0.232168f, |
| 0.027812f, 0.035390f, -0.202503f, -0.091172f, -0.142020f, -0.159929f, |
| -0.106404f, -0.107433f, -0.381743f, -0.353222f, -0.484159f, -0.469926f, |
| -0.234659f, -0.315674f, -0.178327f, -0.213485f, -0.096207f, -0.190944f, |
| -0.118917f, -0.161288f, 0.015996f, 0.060737f, 0.051390f, 0.060876f, |
| 0.229289f, 0.282418f, 0.250945f, 0.197273f, 0.045131f, -0.008305f, |
| 0.072024f, 0.044547f, -0.050010f, 0.055504f, 0.001343f, -0.014445f, |
| 0.254909f, 0.309091f, 0.228249f, 0.274843f, 0.089778f, -0.046581f, |
| 0.072714f, 0.126814f, -0.048931f, -0.045743f, -0.151333f, -0.004490f, |
| 0.179966f, 0.058150f, -0.178622f, -0.088159f, -0.074416f, -0.005821f, |
| -0.011799f, -0.002225f, -0.069361f, -0.098937f, -0.081575f, -0.034796f, |
| 0.253792f, 0.301039f, 0.219163f, 0.256027f, 0.058007f, -0.041431f, |
| 0.040674f, 0.009019f, -0.099670f, -0.099077f, -0.039437f, 0.017946f, |
| 0.060717f, 0.045796f, 0.109664f, 0.032138f, -0.071094f, 0.023697f, |
| 0.011335f, -0.030465f, 0.068677f, 0.039345f, -0.045078f, 0.084037f, |
| 0.135517f, 0.190417f, 0.175578f, 0.155286f, -0.044505f, 0.010826f, |
| 0.006717f, -0.134715f, 0.068022f, 0.110095f, 0.079966f, 0.034481f, |
| 0.185804f, 0.188273f, 0.227283f, 0.135935f, 0.033447f, 0.031571f, |
| -0.014766f, -0.024565f, 0.021792f, 0.017675f, -0.001333f, -0.040069f, |
| -0.049384f, -0.045256f, -0.014013f, -0.000107f, -0.096928f, -0.111495f, |
| -0.051225f, -0.060449f, 0.071446f, 0.017294f, -0.004822f, 0.006932f, |
| 0.020884f, 0.089425f, 0.061097f, -0.038708f, -0.184029f, -0.089541f, |
| -0.158035f, -0.214607f, -0.377947f, -0.318586f, -0.336977f, -0.323908f, |
| 0.181612f, 0.140018f, 0.233524f, 0.193366f, -0.254507f, -0.271902f, |
| -0.197144f, -0.119539f, 0.042162f, 0.000320f, 0.014708f, -0.014228f, |
| -0.081119f, -0.089326f, 0.001763f, 0.081009f, -0.142618f, -0.160650f, |
| -0.214597f, -0.202143f, -0.053495f, -0.012819f, -0.071468f, -0.010883f, |
| 0.072570f, 0.071507f, 0.091045f, 0.083155f, -0.271237f, -0.289211f, |
| -0.272345f, -0.299411f, 0.031697f, -0.029795f, -0.030045f, -0.013604f, |
| -0.106843f, -0.045212f, -0.122459f, -0.096936f, 0.059793f, 0.006157f, |
| 0.028092f, 0.040589f, -0.014560f, -0.008975f, -0.051404f, -0.014309f, |
| -0.016883f, 0.018332f, 0.040114f, 0.050348f, 0.044921f, -0.002445f, |
| -0.112396f, 0.014395f, 0.115160f, 0.145350f, -0.166814f, -0.121449f, |
| 0.155573f, -0.099446f, -0.161661f, 0.187251f, 0.004711f, 0.024318f, |
| -0.060871f, -0.028311f, -0.098274f, 0.322030f, -0.069242f, -0.153173f, |
| -0.227428f, -0.293965f, 0.228491f, 0.111413f, -1.354720f, -0.344235f, |
| 0.866715f, 0.872344f, 0.078789f, -0.384865f, 0.162388f, 0.109018f, |
| -0.191549f, -0.002638f, 0.305053f, 0.087337f, 0.066506f, -0.055810f, |
| -0.010984f, -0.056160f, -0.114617f, -0.058478f, 0.022059f, -0.124368f, |
| -0.130989f, 0.369432f, -0.248898f, -0.003955f, -0.021578f, 0.115991f, |
| -0.114163f, -0.065232f, 0.339857f, -0.225997f, 0.006282f, -0.125395f, |
| 0.235082f, -0.347785f, 0.662321f, -0.529182f, 0.153297f, -0.001326f, |
| -0.026725f, -0.024677f, -0.088065f, -0.116127f, 0.080896f, 0.212542f, |
| 0.208421f, 0.032047f, -0.211395f, 0.074997f, 0.096659f, 0.096423f, |
| -0.078643f, 0.106556f, -0.123860f, 0.075609f, 0.066008f, -0.097275f, |
| -1.000020f, -0.780154f, -0.856922f, -0.964007f, 0.083135f, -0.018922f, |
| -0.266214f, -0.151480f, 0.051538f, 0.017802f, 0.066774f, -0.021341f, |
| -0.869494f, -0.935252f, -0.895836f, -0.853871f, -0.160490f, 0.085850f, |
| -0.029670f, -0.056675f, 0.159989f, 0.166872f, 0.129970f, 0.194377f, |
| 0.153294f, 0.199593f, 0.037692f, 0.103391f, 0.029335f, -0.085324f, |
| -0.079326f, -0.077216f, 0.501561f, 0.366168f, 0.330196f, 0.296432f, |
| -0.977282f, -0.844295f, -1.014870f, -1.098990f, -0.099858f, -0.129552f, |
| 0.090051f, -0.013378f, 0.081330f, 0.194911f, 0.286501f, 0.177363f, |
| -0.148250f, -0.111700f, -0.243081f, -0.102918f, 0.161069f, -0.012655f, |
| -0.071722f, -0.020329f, -0.077828f, -0.041716f, 0.109247f, 0.062229f, |
| -0.759722f, -0.742756f, -0.563713f, -0.631187f, 0.005911f, 0.268154f, |
| -0.263769f, 0.087149f, -0.163623f, -0.359600f, -0.464577f, -0.369352f, |
| -0.515784f, -0.475822f, -0.523485f, -0.649813f, -0.112419f, -0.029285f, |
| 0.021061f, -0.041515f, 0.149133f, -0.254428f, 0.115776f, -0.061892f, |
| 0.103675f, -0.283363f, 0.005005f, 0.022034f, -0.178454f, 0.035836f, |
| -0.113702f, -0.217823f, 0.209407f, -0.296257f, 0.187976f, -0.157370f, |
| -0.127190f, 0.251780f, 0.055633f, 0.294111f, -0.067773f, 0.467190f, |
| -0.192625f, -0.071084f, -0.445284f, 0.511090f, -0.319728f, 0.267971f, |
| 0.494929f, -0.586727f, 0.454543f, -0.520675f, -0.085900f, 0.325989f, |
| -0.131006f, -0.069501f, 0.199927f, -0.218919f, 0.170055f, -0.106538f, |
| 0.133312f, 0.127629f, -0.561625f, 0.595666f, -0.090927f, 0.363348f, |
| -0.249246f, 0.063068f, -0.016458f, -0.291045f, -0.040509f, 0.017866f, |
| 0.304871f, -0.459214f, 0.214390f, -0.238740f, -0.456541f, 0.545848f, |
| -0.218026f, 0.202475f, 0.128490f, -0.036417f, 0.173885f, -0.049385f, |
| 0.235514f, -0.132587f, -0.015066f, 0.164638f, 0.196873f, -0.125330f, |
| 0.216912f, -0.109398f, 0.121602f, -0.209374f, 0.164400f, -0.123049f, |
| 0.195520f, -0.212932f, -0.015180f, -0.005784f, 0.049726f, -5.822150f, |
| 0.124536f, 0.040689f, -0.018560f, -3.155020f, 0.014690f, 0.076202f, |
| -0.154008f, 1.070630f, -0.071606f, 0.051026f, 0.138285f, -5.836340f, |
| 0.162173f, 0.085890f, -0.186166f, 0.093221f, 0.019240f, -0.017053f, |
| -0.090144f, 0.236254f, -0.125344f, 0.056235f, -0.089813f, -0.252281f, |
| -0.127406f, -0.155088f, 0.009972f, -0.066449f, 0.044222f, 0.025943f, |
| -0.164921f, 0.165463f, -0.001132f, -0.038386f, 0.115194f, -5.757100f, |
| 0.163386f, 0.061226f, 0.024626f, 0.132750f, 0.107279f, -0.001622f, |
| -0.107860f, -0.356009f, -0.138935f, -0.145173f, -0.061198f, -0.646138f, |
| 0.034279f, 0.078187f, 0.108138f, -0.490444f, 0.074719f, 0.034984f, |
| -0.109303f, 0.741785f, -0.066939f, 0.015558f, 0.114229f, -4.001080f, |
| 0.130772f, 0.044675f, -0.165162f, -0.274810f, -0.042987f, -0.048579f, |
| 0.156603f, -1.288370f, 0.076198f, 0.035065f, 0.032043f, -5.002520f, |
| 0.086900f, -0.010886f, 0.030850f, -0.782259f, 0.056211f, -0.097759f, |
| 0.118988f, 0.106638f, 0.091419f, 0.079920f, 0.062325f, 0.097116f, |
| 0.126035f, 0.122530f, -0.278299f, -0.083314f, -0.300563f, -0.197946f, |
| 0.081664f, 0.089925f, 0.074754f, 0.074628f, 0.102338f, 0.088845f, |
| 0.105841f, 0.102381f, 0.003087f, 0.061599f, 0.098326f, 0.040119f, |
| -0.005298f, -0.028834f, 0.059938f, -0.013668f, -0.585882f, -0.631436f, |
| -0.742673f, -0.736666f, 0.025071f, 0.066851f, 0.075046f, 0.091360f, |
| 0.099045f, 0.098261f, 0.106413f, 0.099487f, -0.016742f, -0.097334f, |
| -0.086152f, -0.212444f, -0.028043f, -0.007362f, 0.003914f, -0.055864f, |
| 0.034756f, 0.081361f, 0.080183f, 0.061319f, 0.193396f, 0.173716f, |
| 0.207765f, 0.231701f, -0.074565f, -0.073257f, -0.086470f, -0.083114f, |
| 0.081489f, 0.078477f, 0.033452f, 0.058835f, -0.069665f, -0.031691f, |
| -0.111255f, -0.167754f, 0.184179f, 0.174673f, 0.160288f, 0.190893f, |
| 0.110930f, 0.103495f, 0.098408f, 0.102918f, 0.053764f, 0.089994f, |
| 0.140308f, 0.124867f, 0.074176f, 0.117460f, -0.160775f, -0.144132f, |
| -0.099373f, -0.035913f, 0.081237f, 0.062247f, -0.166421f, 0.062125f, |
| 0.276479f, 0.060955f, 0.066627f, 0.455347f, 0.219953f, 0.109912f, |
| 0.273931f, 0.233153f, 0.102236f, 0.447606f, -0.352243f, 0.499236f, |
| -0.931206f, 0.248595f, 0.254047f, 0.061542f, 0.268804f, 0.309517f, |
| -0.084414f, -0.245828f, -0.144882f, -0.296579f, -0.091628f, -0.142202f, |
| -0.541764f, -0.407470f, 0.053481f, 0.238955f, 0.150188f, -0.060598f, |
| 0.196118f, -0.215617f, -0.086238f, -0.263420f, 0.206877f, 0.241788f, |
| -0.122544f, -0.448790f, 0.286917f, 0.112063f, -0.268408f, -0.041770f, |
| 0.089161f, 0.355811f, -0.078245f, -0.148490f, -0.407301f, -1.296870f, |
| -0.633421f, 0.124253f, 0.275402f, 0.223048f, 0.077016f, 0.160766f, |
| 0.115374f, 0.061053f, -0.231872f, -0.515052f, -0.278331f, -0.235912f, |
| -0.416372f, -0.284106f, -0.055942f, 0.110698f, -0.428288f, -0.298137f, |
| -0.018101f, 0.102677f, -0.019639f, 0.013479f, 0.038549f, 0.048682f, |
| 0.128684f, 0.116416f, 0.044852f, 0.008133f, 0.061597f, 0.083582f, |
| 0.014953f, 0.063716f, -0.155318f, -0.061732f, 0.084855f, 0.129505f, |
| 0.068249f, 0.193775f, -0.088631f, -0.446398f, -0.075710f, -0.061327f, |
| 0.278715f, 0.540366f, 0.618715f, 0.538374f, -0.037843f, 0.062370f, |
| -0.033184f, 0.119901f, -0.008641f, -0.064789f, 0.087498f, 0.043486f, |
| 0.247085f, 0.419992f, 0.299935f, 0.234276f, 0.089283f, 0.070357f, |
| 0.068888f, 0.134311f, 0.109823f, 0.072431f, 0.081676f, 0.091366f, |
| -1.707980f, -2.213110f, -2.149930f, -1.556870f, 0.226598f, 0.191675f, |
| 0.192207f, 0.159566f, -0.070194f, -0.136070f, -0.015172f, -0.204272f, |
| -0.162191f, -0.043313f, -0.158007f, -0.227210f, 0.040398f, 0.043014f, |
| 0.039439f, -0.035439f, 0.245558f, 0.439691f, 0.219659f, 0.138210f, |
| -0.048129f, 0.004954f, -0.102860f, -0.185376f, 0.035548f, 0.006821f, |
| 0.079199f, 0.032901f, 0.039218f, 0.068113f, 0.023075f, -0.037582f, |
| 0.225181f, 0.164562f, 0.106718f, 0.032684f, 0.013402f, 0.018797f, |
| 0.076606f, 0.046512f, -0.070024f, 0.099921f, -0.051231f, 0.074167f, |
| 0.173313f, 0.220212f, 0.142665f, 0.069809f, -0.195130f, -0.007912f, |
| -0.006764f, -0.063687f, 0.306374f, 0.402035f, 0.273759f, 0.449469f, |
| 0.114597f, 0.210745f, 0.355326f, 0.271307f, -0.109943f, -0.171912f, |
| -0.070726f, -0.128932f, 0.138770f, 0.164971f, 0.308516f, 0.332536f, |
| 0.081537f, 0.096939f, 0.054136f, 0.052226f, 0.109489f, 0.010223f, |
| 0.168072f, -0.106279f, 0.525568f, 0.704816f, 0.588942f, 0.473398f, |
| 0.149497f, 0.120835f, 0.080049f, 0.151340f, -0.182038f, -0.191091f, |
| -0.196505f, -0.198309f, -0.801819f, -1.441620f, -1.107780f, -1.025650f, |
| 0.035750f, 0.018049f, -0.029033f, -0.067255f, 0.192049f, 0.009664f, |
| -0.043741f, 0.051557f, 0.082815f, 0.069547f, -0.073379f, 0.010584f, |
| 0.192128f, 0.208586f, 0.141904f, 0.100763f, 0.046183f, 0.044776f, |
| -0.033611f, -0.005812f, 0.012966f, 0.030301f, 0.100665f, 0.103641f, |
| -0.294776f, -0.361573f, -0.420156f, -0.388743f, 0.239287f, 0.191975f, |
| 0.089644f, 0.117591f, 0.069563f, 0.021480f, 0.100287f, 0.174159f, |
| -0.013571f, 0.090960f, 0.010232f, -0.034760f, -0.077205f, 0.060632f, |
| -0.145527f, -0.391110f, -0.143052f, -0.236448f, -0.103902f, -0.188463f, |
| 0.071311f, -0.080171f, 0.021987f, 0.041767f, -0.419487f, -0.515479f, |
| -0.205470f, -0.732132f, 0.150901f, 0.107202f, 0.156307f, 0.143672f, |
| 0.474682f, 0.178137f, 0.150063f, 0.414515f, 0.559891f, 0.697019f, |
| 0.541231f, 0.505310f, -0.478101f, -0.444267f, -0.586539f, -0.445996f, |
| -0.451873f, -0.530085f, -0.447980f, -0.364955f, 0.372435f, 0.318894f, |
| 0.351211f, 0.193961f, 0.212295f, 0.212842f, 0.220003f, 0.243743f, |
| -0.388628f, -0.789620f, -0.536618f, -0.430691f, 0.247004f, 0.266489f, |
| 0.261033f, 0.263692f, 0.050089f, 0.048958f, 0.065207f, 0.120180f, |
| -0.526230f, -0.481969f, -0.422411f, -0.272292f, 0.155593f, 0.229614f, |
| 0.139579f, 0.171805f, -0.251924f, -0.302067f, -0.126157f, -0.346650f, |
| -1.195450f, -1.281100f, -0.987911f, -1.478440f, 0.285667f, 0.284802f, |
| 0.301887f, 0.259556f, -0.194127f, -0.090440f, -0.257959f, -0.259572f, |
| -0.012273f, -0.049993f, -0.099431f, 0.012506f, 0.081526f, 0.166279f, |
| 0.042594f, 0.185121f, 0.148830f, 0.073161f, 0.201728f, 0.125747f, |
| -0.295065f, -0.187585f, -0.333066f, -0.312291f, 0.253458f, 0.321585f, |
| 0.178844f, 0.219944f, -0.763475f, -0.943374f, -0.816825f, -0.709901f, |
| -0.166132f, 0.129186f, 0.015405f, -0.065623f, -0.246006f, -0.340385f, |
| -0.118155f, -0.384905f, -0.233883f, -0.400666f, -0.228597f, -0.228428f, |
| -0.559083f, -0.377784f, -0.541458f, -0.542870f, 0.067400f, 0.122987f, |
| 0.180901f, 0.186004f, -0.482910f, -0.424823f, -0.477831f, -0.394719f, |
| 0.091558f, 0.049248f, 0.049370f, 0.160429f, 0.133641f, 0.096625f, |
| 0.104429f, 0.100782f, -0.238252f, -0.221459f, -0.196974f, -0.250393f, |
| -3.071750f, -2.418450f, -0.861410f, -1.051580f, 0.071263f, 0.118014f, |
| -0.028430f, -0.072073f, -0.074463f, 0.034168f, 0.044089f, -0.091109f, |
| -3.153840f, -2.945850f, -1.977360f, -1.498850f, -0.083429f, 0.131835f, |
| -0.063865f, -0.065785f, -0.069346f, -0.015520f, -0.119551f, 0.044881f, |
| -0.105280f, 0.127516f, 0.005255f, -0.142777f, 0.061055f, -0.117250f, |
| 0.020454f, 0.157879f, -0.213812f, -0.151783f, 0.028583f, 0.137759f, |
| -3.248250f, -3.005940f, -1.510540f, -1.475390f, 0.081874f, -0.171465f, |
| -0.135690f, -0.001989f, -0.227574f, -0.132799f, -0.359742f, -0.137197f, |
| 0.066324f, 0.039194f, -0.050857f, 0.095166f, 0.044475f, 0.011221f, |
| 0.054904f, 0.061414f, -0.039189f, 0.123751f, -0.017171f, -0.008494f, |
| -2.598220f, -2.832670f, -1.622030f, -1.201990f, 0.154313f, -0.021436f, |
| 0.042190f, 0.143947f, -0.090623f, 0.086853f, 0.143137f, 0.099821f, |
| -1.732820f, -1.429730f, -0.775125f, -0.648036f, 0.082176f, 0.079448f, |
| -0.040575f, 0.024511f, -0.064105f, -0.117122f, -0.190323f, -0.182589f, |
| -0.076430f, -0.095615f, -0.112513f, -0.101581f, 0.143037f, 0.148180f, |
| 0.430958f, 0.359225f, 0.001403f, -0.080541f, -0.295001f, -0.156706f, |
| 0.426623f, 0.475597f, 0.455210f, 0.454352f, 0.074365f, 0.099440f, |
| 0.066348f, -0.007078f, 0.008335f, -0.097116f, -0.133687f, -0.110535f, |
| 0.204145f, 0.281478f, 0.078886f, 0.112857f, -0.103620f, -0.068247f, |
| 0.191147f, 0.227593f, -0.011816f, -0.058755f, -0.149477f, -0.101828f, |
| 0.079878f, 0.304949f, 0.557555f, 0.305288f, -0.150955f, -0.118610f, |
| 0.052073f, 0.064707f, -0.121728f, -0.151132f, -0.193987f, -0.175046f, |
| 0.043655f, 0.105270f, -0.120715f, -0.040976f, 0.047776f, -0.004443f, |
| 0.149606f, 0.111240f, -0.047502f, -0.064146f, -0.151858f, -0.151872f, |
| -0.160207f, -0.113846f, -0.081585f, -0.006708f, -0.203760f, -0.068597f, |
| -0.179979f, -0.127779f, -0.062460f, -0.064513f, -0.121479f, -0.111122f, |
| -0.212384f, -0.229157f, -0.283428f, -0.184891f, |
| }; |
| |
| static const float weights_layer_3[] = { |
| -0.039388f, 0.033048f, -0.113003f, -0.011642f, 0.170478f, 0.145713f, |
| 0.040189f, -0.280129f, -0.049050f, -0.043788f, -0.157425f, 0.323829f, |
| -0.250725f, -0.166349f, 0.101650f, -0.049690f, 0.205606f, 0.281131f, |
| 0.623204f, 0.993452f, -0.015115f, -0.138995f, 0.009473f, 0.157673f, |
| -0.024687f, -0.067214f, 0.125566f, -0.317619f, 0.057002f, 0.031202f, |
| -0.018167f, 0.068542f, 0.011609f, -0.020233f, -0.000428f, -0.035956f, |
| -0.843274f, -0.800587f, -0.214917f, -0.221250f, 0.031255f, -0.077330f, |
| -0.074902f, -0.063979f, -0.055562f, 0.679495f, 0.146609f, 1.315330f, |
| -0.118399f, -0.034539f, -0.050377f, 0.172867f, -0.204607f, -0.034930f, |
| 0.176014f, 0.089747f, -0.003889f, 0.044980f, 0.002386f, -0.141723f, |
| -0.035828f, -0.204701f, 0.099813f, 0.123580f, 0.209851f, -0.110989f, |
| -0.043655f, -0.461118f, -0.139664f, 0.026855f, -0.081714f, 0.207623f, |
| 0.089942f, 0.253082f, 0.680568f, 0.811360f, -0.090528f, -0.116818f, |
| -0.432361f, -0.075588f, -0.269924f, -0.276810f, -0.289192f, -0.282570f, |
| 0.245566f, 0.267216f, 0.238622f, 0.286528f, -0.157605f, -0.200401f, |
| -0.138924f, -0.185006f, 0.215203f, 0.203316f, 0.209532f, 0.293135f, |
| 0.928046f, 0.733323f, -0.094120f, 0.036918f, -0.126643f, -0.083371f, |
| -0.147530f, -0.153195f, 0.097097f, 0.101852f, 0.109160f, 0.105129f, |
| -0.051869f, -0.064359f, -0.073469f, -0.059591f, 0.102431f, 0.109444f, |
| 0.113614f, 0.105617f, 0.383311f, 0.325783f, 0.393234f, 0.382508f, |
| 0.194720f, 0.189672f, 0.217477f, 0.177786f, 0.326461f, 0.114789f, |
| 0.317061f, 0.048291f, -0.061143f, -0.134641f, -0.067895f, -0.108446f, |
| 0.082592f, 0.029918f, -0.006580f, 0.015533f, -0.053583f, -0.055540f, |
| -0.063395f, -0.023157f, -0.064955f, -0.073981f, -0.115452f, -0.086626f, |
| -0.036616f, 0.008454f, 0.012029f, -0.008039f, -0.207395f, -0.216419f, |
| -0.205363f, -0.249099f, 0.343308f, 0.413215f, -0.009918f, -0.109978f, |
| -0.059711f, -0.045089f, -0.029130f, -0.038483f, -0.070323f, -0.099409f, |
| -0.008849f, -0.063527f, 0.175963f, 0.185335f, 0.149151f, 0.199997f, |
| -0.027516f, -0.039812f, -0.027760f, -0.047910f, -0.007337f, 0.071065f, |
| 0.086225f, 0.125539f, 0.151390f, 0.215488f, 0.203450f, 0.045380f, |
| 0.095761f, 0.107809f, 0.103918f, 0.122383f, 0.116287f, 0.135455f, |
| 0.115446f, 0.155673f, -0.044648f, -0.027455f, -0.015473f, -0.026657f, |
| 0.089852f, 0.077459f, 0.077631f, 0.082507f, -0.102761f, -0.054669f, |
| -0.132223f, -0.024768f, 0.111573f, 0.060467f, 0.107883f, 0.056621f, |
| 0.219357f, -0.161153f, 0.074379f, -0.118743f, -0.169931f, -0.153995f, |
| -0.220003f, -0.200186f, 0.032318f, -0.060687f, -0.087550f, -0.038022f, |
| 0.026633f, -0.005534f, 0.029532f, 0.027081f, 0.011926f, 0.058412f, |
| 0.010631f, 0.003068f, -0.014911f, 0.063070f, 0.065271f, 0.089550f, |
| 0.012885f, 0.005320f, -0.037494f, -0.019849f, -0.009624f, -0.059090f, |
| -0.021222f, -0.088033f, -0.055261f, -0.055113f, -0.047598f, -0.055478f, |
| -0.023648f, -0.046827f, -0.036572f, -0.057655f, 0.104194f, 0.179800f, |
| 0.175751f, 0.192851f, -0.016950f, -0.073650f, -0.028592f, -0.088219f, |
| 0.011130f, 0.061825f, 0.025643f, 0.034183f, 0.095548f, 0.001457f, |
| -0.132869f, 0.032981f, -0.140178f, -0.105343f, -0.161799f, -0.161983f, |
| 0.177746f, 0.132903f, 0.135627f, 0.152489f, -0.012532f, -0.068747f, |
| -0.085849f, -0.095434f, 0.087037f, 0.139497f, 0.111899f, 0.100189f, |
| -0.024649f, -0.092003f, 0.020783f, -0.115807f, 0.092039f, 0.093943f, |
| 0.109466f, 0.049639f, -0.133727f, 0.128430f, -0.050546f, 0.190632f, |
| 0.123733f, 0.082305f, 0.114878f, 0.122572f, 0.201618f, 0.137588f, |
| 0.065582f, 0.125161f, -0.095179f, -0.120719f, -0.127126f, -0.101961f, |
| -0.118120f, -0.104833f, -0.179632f, -0.131764f, -0.138096f, -0.147861f, |
| -0.131512f, -0.153905f, -0.201816f, -0.206641f, -0.196707f, -0.160013f, |
| -0.212605f, -0.093998f, -0.186258f, -0.076137f, -0.065340f, -0.006969f, |
| -0.071383f, -0.075005f, |
| }; |
| |
| static const float weights_layer_4[] = { |
| -0.016102f, -0.022836f, 0.624049f, 0.273485f, 0.222800f, -0.290175f, |
| -0.518415f, 0.413484f, -0.264495f, 0.498083f, -0.450145f, -0.106419f, |
| 0.095103f, -0.187451f, 0.145933f, -0.371542f, -0.088871f, 0.184017f, |
| -0.429625f, -0.110882f, 0.292781f, 0.289588f, 0.185127f, 0.326017f, |
| -0.432009f, -0.342663f, -0.312206f, 0.004004f, -1.114290f, 0.028497f, |
| -0.264944f, -0.419611f, 0.046336f, 0.138232f, -0.869528f, 0.425557f, |
| -0.954838f, -0.186830f, -0.464622f, -0.757107f, -0.432686f, -0.125978f, |
| -0.402633f, -0.172266f, -0.041749f, -0.822238f, -0.118486f, 0.238617f, |
| -0.198037f, 0.146347f, 0.405257f, 0.513303f, -0.078876f, -0.300385f, |
| -0.010293f, -0.183962f, 0.155738f, 0.186797f, -0.086814f, 0.000179f, |
| 0.123467f, 0.362523f, 0.068805f, 0.371834f, 0.038122f, -0.117867f, |
| -0.120445f, -0.422322f, -0.131402f, 0.285449f, 0.038957f, 0.008844f, |
| -0.020197f, 0.187723f, 0.190433f, 0.146532f, -0.091068f, -0.270865f, |
| -0.194231f, -0.226777f, 0.013548f, 0.248351f, 0.537685f, 0.056316f, |
| -0.171540f, -0.003865f, 0.406439f, 0.126507f, 0.192780f, 0.149335f, |
| -0.149602f, 0.255202f, -0.015426f, 0.032335f, -1.791330f, -0.894602f, |
| -0.196641f, -0.282846f, -0.391100f, -0.040969f, 0.049934f, 0.056348f, |
| -0.041426f, -0.075159f, -0.658335f, -0.827270f, -0.175029f, -0.427235f, |
| 0.311201f, 0.560413f, 0.363408f, 0.374580f, -0.433531f, -0.180580f, |
| 0.142142f, 0.194768f, -0.054118f, -0.376541f, -0.366185f, -0.308782f, |
| -0.273143f, -0.074097f, 0.009000f, -0.182198f, -0.015616f, -0.003882f, |
| -0.174340f, -0.354866f, 0.527972f, 0.348355f, 0.091381f, -0.419828f, |
| -0.530529f, 0.159899f, -0.511867f, -0.104237f, -0.286079f, -0.659039f, |
| -0.266596f, -0.256557f, -0.600437f, -0.446333f, -0.229629f, 0.024931f, |
| -0.143716f, -0.415754f, -0.003760f, -0.107195f, -0.666165f, -0.697312f, |
| -0.650255f, -0.703877f, 0.243402f, 0.426710f, 0.217210f, 0.260255f, |
| 0.027416f, 0.163147f, 0.132188f, 0.142374f, 0.558627f, 0.065717f, |
| 0.382781f, -1.192240f, 0.195492f, 0.028439f, 0.278252f, -0.491806f, |
| 0.497701f, -0.448835f, -0.245079f, -0.014336f, -0.174907f, -0.409633f, |
| 0.207548f, 0.433813f, 0.459889f, 0.431728f, 0.605050f, 0.485520f, |
| 0.218548f, 0.437307f, 0.027023f, -0.204251f, 0.012100f, 0.150677f, |
| -1.097980f, 0.086866f, -1.293130f, -0.372575f, -0.876264f, -0.021818f, |
| 0.322864f, -0.231043f, -0.271608f, 0.132782f, -0.314895f, 0.396800f, |
| 0.262788f, -0.317212f, -0.666308f, 0.830742f, 0.319409f, -0.564373f, |
| -0.178656f, 0.306993f, 0.265634f, -0.332480f, -0.491514f, -0.186745f, |
| -0.063044f, -0.009321f, 0.074944f, -0.372082f, -0.029479f, 0.081548f, |
| 0.028172f, -0.233148f, -0.337938f, -0.087695f, 0.596556f, 0.559530f, |
| 0.139332f, 0.107223f, -0.190915f, 0.137401f, -0.150625f, -0.225484f, |
| -0.191344f, -0.232535f, 0.126510f, 0.296323f, -0.547901f, -0.653080f, |
| 0.358514f, 0.726289f, -0.421725f, -0.243620f, 0.236206f, 0.390823f, |
| -0.076560f, -0.282329f, -0.012460f, -0.428484f, 0.349469f, 0.394629f, |
| 0.421537f, 0.219632f, -0.117550f, -0.087894f, 0.077155f, 0.016000f, |
| -0.289137f, -0.092937f, -0.014518f, -0.027111f, 0.210329f, -0.159678f, |
| 0.013288f, -0.039268f, 0.008112f, 0.003152f, 0.030084f, -0.039859f, |
| 0.322028f, -0.407797f, 0.447087f, -0.381562f, 0.529297f, -0.520298f, |
| 0.562865f, -0.616878f, 0.689389f, 0.754262f, 0.138475f, 0.750697f, |
| -0.760157f, -0.383740f, 0.074219f, 0.556257f, 0.087827f, -0.511826f, |
| -0.305507f, -0.638214f, 0.114833f, -0.444022f, 0.526612f, -0.604984f, |
| -0.100415f, 0.037824f, -0.106264f, 0.337615f, 0.070743f, 0.031129f, |
| 0.281954f, 0.176144f, -0.032833f, -0.073902f, -0.285492f, -0.803803f, |
| -0.015589f, 0.186077f, -0.033351f, 0.517269f, -1.878800f, -1.685210f, |
| -0.416581f, 0.158476f, -0.071929f, -0.624353f, -0.122069f, -0.075065f, |
| 0.311816f, 0.506305f, 0.383896f, 0.259450f, -0.308232f, -0.094221f, |
| -0.421885f, -0.293573f, |
| }; |
| |
| static const float weights_layer_5[] = { |
| 0.131894f, 0.078431f, 0.323121f, -0.230680f, -0.684740f, 0.020895f, |
| 0.364983f, 0.121656f, 0.132448f, -0.731198f, 0.071148f, 0.739642f, |
| 0.318437f, -0.033021f, -1.037080f, 0.135335f, 0.383582f, 0.287332f, |
| 0.054042f, -0.825482f, 0.418533f, 0.305606f, 0.041549f, 0.432422f, |
| -0.826878f, -0.593536f, 0.105657f, 0.125357f, 0.408567f, -0.293338f, |
| 0.233905f, -0.039609f, 0.547727f, -0.435806f, 0.036160f, 0.220275f, |
| -0.020337f, -0.619403f, -0.455858f, 0.681455f, 0.543846f, -0.495084f, |
| 0.251496f, -0.085686f, 0.091395f, -0.476696f, 0.453628f, -0.109663f, |
| 0.383493f, -0.456563f, -0.212935f, 0.020567f, -0.719564f, -0.377813f, |
| -0.737511f, 0.765965f, 0.624309f, -0.063679f, -0.055681f, -0.475969f, |
| -0.069902f, 0.725690f, 0.641094f, 0.439922f, -0.111544f, -0.309061f, |
| 0.280091f, 0.381416f, 0.481168f, 0.483543f, -0.901267f, -0.499230f, |
| 0.043449f, -0.372395f, 0.021216f, -0.002200f, -0.524089f, -0.071485f, |
| -0.273974f, -0.462654f, 0.042369f, -0.138679f, -0.330060f, 0.021886f, |
| -0.306075f, -0.011130f, -0.260224f, -0.288435f, -0.104039f, -0.183563f, |
| 0.118990f, -0.531160f, 0.339632f, -0.028374f, 0.159084f, -0.008824f, |
| -0.791388f, 0.245242f, 0.356510f, 0.469867f, -0.396949f, -0.476146f, |
| -0.168472f, 1.068400f, 0.474629f, -0.117554f, -0.142453f, -0.306604f, |
| 0.348525f, -0.111929f, -0.435384f, 0.019952f, -0.260185f, 0.373376f, |
| 0.109729f, -0.639168f, 0.033392f, -0.082573f, -0.196018f, 0.301637f, |
| -0.124210f, -0.202515f, -1.221920f, -0.253690f, -0.144864f, 0.287753f, |
| -0.161206f, -0.213246f, 0.373968f, 0.141397f, -0.248237f, 0.283090f, |
| -0.008977f, -0.172960f, -0.234146f, -0.720014f, -0.322451f, 0.181083f, |
| 0.310659f, -0.422646f, -0.719994f, -0.354339f, 0.352739f, 0.230923f, |
| 0.427013f, -0.660316f, 0.232140f, 0.685896f, 0.660208f, 0.225748f, |
| -0.918750f, -0.650790f, -0.674525f, -0.450305f, -0.152529f, 0.498480f, |
| 0.895092f, 0.688242f, 0.669057f, 0.612669f, 0.593484f, 0.318204f, |
| -0.169294f, 0.388789f, -0.529777f, -0.219706f, -0.044916f, 0.161697f, |
| -0.145288f, 0.196153f, -0.022212f, -0.434209f, -0.208115f, -0.117745f, |
| -0.279029f, -0.009506f, 0.137474f, 0.330148f, 0.439258f, 0.345879f, |
| -0.845131f, -0.215713f, 0.094463f, 0.638604f, 0.882254f, -0.964082f, |
| -0.383920f, 0.292645f, 0.266341f, 0.747473f, -0.645631f, -0.538896f, |
| -0.319764f, 0.521880f, 0.460091f, -0.470898f, -0.778283f, -0.061622f, |
| -0.142433f, 0.210520f, 0.804197f, 0.285840f, -0.138414f, -0.381846f, |
| -0.499991f, 0.223648f, 0.439025f, 0.321508f, -0.099560f, -0.622893f, |
| 0.750925f, 0.740994f, 0.140405f, 0.074631f, -0.270223f, -0.829049f, |
| -0.753355f, -0.258015f, 0.006285f, -0.730573f, -1.107390f, -0.538015f, |
| -1.005520f, -0.724115f, -0.440183f, -0.395239f, 0.508768f, 0.204620f, |
| -0.267331f, 0.001740f, -0.838709f, 0.659333f, 0.043739f, -0.024099f, |
| 0.262431f, 0.252433f, -0.265215f, 0.057289f, -0.428192f, -0.114350f, |
| -0.011475f, 0.463995f, 0.668833f, -0.604556f, -0.122780f, -0.441645f, |
| 0.145769f, 0.310450f, -1.003500f, 0.936069f, 0.516604f, -0.643386f, |
| -0.518571f, 0.306130f, 0.337387f, 0.583400f, -0.366025f, -0.560035f, |
| -0.262332f, 0.465242f, 0.964332f, -0.545410f, -0.637428f, -0.202695f, |
| 0.378931f, 0.834604f, 0.000970f, -0.553303f, -0.562879f, 0.221665f, |
| 0.395160f, 0.446281f, -0.184394f, -0.591780f, 0.170595f, 1.164390f, |
| 0.227068f, -0.150910f, -0.393690f, -0.131151f, 0.309956f, -0.413518f, |
| -0.768334f, -0.548975f, 0.245384f, -0.256904f, -0.514790f, -0.102616f, |
| -0.347625f, 0.420456f, 0.037804f, -0.283200f, -0.578815f, 0.319282f, |
| 0.674622f, -0.011791f, -0.339329f, 0.466705f, 0.563444f, 0.409660f, |
| 0.445784f, -0.899507f, -0.605116f, 0.622438f, 0.427385f, -0.062509f, |
| 0.666570f, 0.057105f, 0.357894f, -0.811016f, -0.421715f, -0.458397f, |
| 0.288955f, 0.005857f, 0.236331f, 0.107957f, 0.587276f, -0.375800f, |
| 0.323799f, -0.623363f, 0.254122f, -0.198478f, -0.098436f, -0.282531f, |
| 0.452453f, -0.163349f, -0.413382f, -0.448732f, -0.528770f, -0.457449f, |
| -0.619619f, -0.265919f, -0.042760f, 0.438730f, 0.501798f, -0.403851f, |
| 0.519564f, 0.817314f, 0.366203f, 0.492610f, 0.546929f, 0.853094f, |
| 0.289000f, 0.453941f, -0.076152f, 0.007226f, -0.183717f, -0.506252f, |
| -0.599989f, -0.576006f, 0.746488f, 0.631466f, -0.475599f, -0.334991f, |
| -0.879614f, 0.918957f, 0.473471f, -0.043781f, -0.688234f, -0.925875f, |
| -0.188081f, 0.050918f, 0.116855f, 0.221413f, -0.066680f, -0.674395f, |
| -0.481985f, 0.247368f, 0.271129f, 0.637979f, -1.006970f, -0.855441f, |
| 0.144874f, 0.507424f, 1.506960f, -0.338910f, 0.398203f, 0.738000f, |
| 0.263193f, -0.425908f, 0.358271f, -1.072900f, -0.816209f, -0.425519f, |
| 0.264373f, 0.694014f, 0.036333f, 0.635532f, 0.518856f, 0.047585f, |
| -0.854817f, -0.138202f, 0.006811f, -0.052020f, -0.468498f, 0.489080f, |
| -0.105778f, 0.357038f, -0.782875f, 0.649049f, -0.562652f, -0.544392f, |
| -0.328526f, -0.402121f, -0.263172f, -0.668459f, -0.526702f, -0.395829f, |
| 0.190986f, 0.307766f, -1.001830f, -0.293051f, 0.283334f, 0.572450f, |
| 0.906095f, -1.144300f, 0.180989f, 0.421092f, 0.684571f, 0.527276f, |
| -0.122287f, 0.575067f, 0.675221f, 0.755029f, 0.094957f, 0.481403f, |
| 0.825155f, 0.755035f, 0.641420f, 0.034497f, 0.518783f, 0.283800f, |
| 0.293733f, -0.074778f, -0.268720f, 0.798921f, 0.317714f, -0.236391f, |
| -0.375071f, -0.414600f, 0.223413f, -0.349044f, -0.191033f, -0.391779f, |
| -0.596894f, -0.378608f, -0.185920f, -0.822171f, -0.754962f, -0.167706f, |
| 0.755378f, 0.671847f, 0.969414f, 0.793048f, 1.078610f, -0.418963f, |
| 0.367648f, 0.217645f, 0.294232f, 0.113027f, 0.060312f, -0.327488f, |
| -0.305035f, -0.243600f, -0.020588f, -0.326324f, -0.417534f, -0.425868f, |
| -0.404614f, -0.346750f, -0.339145f, -0.348094f, -0.527290f, -0.617825f, |
| -0.258342f, -0.200753f, -0.249779f, -0.321039f, -0.023117f, -0.004167f, |
| -0.206788f, -0.612420f, -0.646428f, -0.548969f, -0.158875f, 0.213814f, |
| -0.084040f, -0.217365f, -0.511895f, -0.653285f, 0.440971f, 0.455591f, |
| -0.123900f, 0.134097f, -0.251241f, 0.682463f, 0.740614f, 0.991212f, |
| 0.565984f, 0.592690f, |
| }; |
| |
| static inline float32x4_t add_f32x4_x4(const float32x4_t a[4]) { |
| float32x4_t sum01 = vaddq_f32(a[0], a[1]); |
| float32x4_t sum23 = vaddq_f32(a[2], a[3]); |
| return vaddq_f32(sum01, sum23); |
| } |
| |
| static inline void av1_cnn_convolve_no_maxpool_padding_valid_2x2_large_neon( |
| const float **input, int in_width, int in_height, int in_stride, |
| const float *bias, const int skip_width, const int skip_height, |
| const int filter_width, const int filter_height, const int in_channels, |
| const int out_channels, float **output, int out_stride, int start_idx, |
| const float *weights) { |
| assert(filter_height == 2 && filter_width == 2); |
| assert(skip_width == 2 && skip_height == 2); |
| assert(in_width >= 16); |
| const int in_size = in_height * in_width; |
| |
| do { |
| const float32x4_t bias_v = vdupq_n_f32(bias[0]); |
| const float *weight_ptr0 = weights; |
| const float *in_ptr0 = *input; |
| float *out_ptr0 = *output; |
| int h = 0; |
| |
| do { |
| const float *in_ptr1 = in_ptr0; |
| float *out_ptr1 = out_ptr0; |
| int w = 0; |
| |
| do { |
| const float *weight_ptr1 = weight_ptr0; |
| const float *in_ptr2 = in_ptr1; |
| int k = 0; |
| float32x4_t sum0[4] = { bias_v, vdupq_n_f32(0), vdupq_n_f32(0), |
| vdupq_n_f32(0) }; |
| float32x4_t sum1[4] = { bias_v, vdupq_n_f32(0), vdupq_n_f32(0), |
| vdupq_n_f32(0) }; |
| |
| do { |
| const float32x4_t weights0 = vld1q_f32(weight_ptr1); |
| const float32x4_t weights1 = vld1q_f32(weight_ptr1 + 4); |
| const float32x2_t weights0_lo = vget_low_f32(weights0); |
| const float32x2_t weights0_hi = vget_high_f32(weights0); |
| const float32x2_t weights1_lo = vget_low_f32(weights1); |
| const float32x2_t weights1_hi = vget_high_f32(weights1); |
| |
| const float32x4x2_t in0_lo_0 = vld2q_f32(in_ptr2); |
| const float32x4x2_t in0_hi_0 = vld2q_f32(in_ptr2 + in_stride); |
| const float32x4x2_t in1_lo_0 = vld2q_f32(in_ptr2 + in_size); |
| const float32x4x2_t in1_hi_0 = |
| vld2q_f32(in_ptr2 + in_size + in_stride); |
| |
| sum0[0] = vmlaq_lane_f32(sum0[0], in0_lo_0.val[0], weights0_lo, 0); |
| sum0[0] = vmlaq_lane_f32(sum0[0], in0_lo_0.val[1], weights0_lo, 1); |
| |
| sum0[1] = vmlaq_lane_f32(sum0[1], in0_hi_0.val[0], weights0_hi, 0); |
| sum0[1] = vmlaq_lane_f32(sum0[1], in0_hi_0.val[1], weights0_hi, 1); |
| |
| sum0[2] = vmlaq_lane_f32(sum0[2], in1_lo_0.val[0], weights1_lo, 0); |
| sum0[2] = vmlaq_lane_f32(sum0[2], in1_lo_0.val[1], weights1_lo, 1); |
| |
| sum0[3] = vmlaq_lane_f32(sum0[3], in1_hi_0.val[0], weights1_hi, 0); |
| sum0[3] = vmlaq_lane_f32(sum0[3], in1_hi_0.val[1], weights1_hi, 1); |
| |
| const float32x4x2_t in0_lo_1 = vld2q_f32(in_ptr2 + 8); |
| const float32x4x2_t in0_hi_1 = vld2q_f32(in_ptr2 + in_stride + 8); |
| const float32x4x2_t in1_lo_1 = vld2q_f32(in_ptr2 + in_size + 8); |
| const float32x4x2_t in1_hi_1 = |
| vld2q_f32(in_ptr2 + in_size + in_stride + 8); |
| |
| sum1[0] = vmlaq_lane_f32(sum1[0], in0_lo_1.val[0], weights0_lo, 0); |
| sum1[0] = vmlaq_lane_f32(sum1[0], in0_lo_1.val[1], weights0_lo, 1); |
| |
| sum1[1] = vmlaq_lane_f32(sum1[1], in0_hi_1.val[0], weights0_hi, 0); |
| sum1[1] = vmlaq_lane_f32(sum1[1], in0_hi_1.val[1], weights0_hi, 1); |
| |
| sum1[2] = vmlaq_lane_f32(sum1[2], in1_lo_1.val[0], weights1_lo, 0); |
| sum1[2] = vmlaq_lane_f32(sum1[2], in1_lo_1.val[1], weights1_lo, 1); |
| |
| sum1[3] = vmlaq_lane_f32(sum1[3], in1_hi_1.val[0], weights1_hi, 0); |
| sum1[3] = vmlaq_lane_f32(sum1[3], in1_hi_1.val[1], weights1_hi, 1); |
| |
| weight_ptr1 += 8; |
| in_ptr2 += 2 * in_size; |
| k += 2; |
| } while (k < in_channels); |
| |
| vst1q_f32(out_ptr1, add_f32x4_x4(sum0)); |
| vst1q_f32(out_ptr1 + 4, add_f32x4_x4(sum1)); |
| |
| out_ptr1 += 8; |
| in_ptr1 += 8 * skip_width; |
| w += 8 * skip_width; |
| } while (w < in_width - filter_width + 1); |
| |
| out_ptr0 += out_stride; |
| in_ptr0 += skip_height * in_stride; |
| h += skip_height; |
| } while (h < in_height - filter_height + 1); |
| |
| ++bias; |
| ++output; |
| weights += in_channels * filter_height * filter_width; |
| } while (++start_idx < out_channels); |
| } |
| |
| static inline void av1_cnn_convolve_no_maxpool_padding_valid_2x2_neon( |
| const float **input, int in_width, int in_height, int in_stride, |
| const float *bias, const int skip_width, const int skip_height, |
| const int filter_width, const int filter_height, const int in_channels, |
| const int out_channels, float **output, int out_stride, int start_idx, |
| const float *weights) { |
| assert(filter_height == 2 && filter_width == 2); |
| assert(skip_width == 2 && skip_height == 2); |
| assert(in_width == 8); |
| const int in_size = in_height * in_width; |
| do { |
| const float32x4_t bias_v = vdupq_n_f32(*bias); |
| const float *weight_ptr0 = weights; |
| const float *in_ptr0 = *input; |
| float *out_ptr0 = *output; |
| int h = 0; |
| |
| do { |
| const float *in_ptr1 = in_ptr0; |
| float *out_ptr1 = out_ptr0; |
| int w = 0; |
| |
| do { |
| const float *weight_ptr1 = weight_ptr0; |
| const float *in_ptr2 = in_ptr1; |
| int k = 0; |
| float32x4_t sum[4] = { bias_v, vdupq_n_f32(0), vdupq_n_f32(0), |
| vdupq_n_f32(0) }; |
| |
| do { |
| const float32x4_t weights0 = vld1q_f32(weight_ptr1); |
| const float32x4_t weights1 = vld1q_f32(weight_ptr1 + 4); |
| const float32x2_t weights0_lo = vget_low_f32(weights0); |
| const float32x2_t weights0_hi = vget_high_f32(weights0); |
| const float32x2_t weights1_lo = vget_low_f32(weights1); |
| const float32x2_t weights1_hi = vget_high_f32(weights1); |
| |
| const float32x4x2_t in0_lo = vld2q_f32(in_ptr2); |
| const float32x4x2_t in0_hi = vld2q_f32(in_ptr2 + in_stride); |
| const float32x4x2_t in1_lo = vld2q_f32(in_ptr2 + in_size); |
| const float32x4x2_t in1_hi = vld2q_f32(in_ptr2 + in_size + in_stride); |
| |
| sum[0] = vmlaq_lane_f32(sum[0], in0_lo.val[0], weights0_lo, 0); |
| sum[0] = vmlaq_lane_f32(sum[0], in0_lo.val[1], weights0_lo, 1); |
| |
| sum[1] = vmlaq_lane_f32(sum[1], in0_hi.val[0], weights0_hi, 0); |
| sum[1] = vmlaq_lane_f32(sum[1], in0_hi.val[1], weights0_hi, 1); |
| |
| sum[2] = vmlaq_lane_f32(sum[2], in1_lo.val[0], weights1_lo, 0); |
| sum[2] = vmlaq_lane_f32(sum[2], in1_lo.val[1], weights1_lo, 1); |
| |
| sum[3] = vmlaq_lane_f32(sum[3], in1_hi.val[0], weights1_hi, 0); |
| sum[3] = vmlaq_lane_f32(sum[3], in1_hi.val[1], weights1_hi, 1); |
| |
| weight_ptr1 += 8; |
| in_ptr2 += 2 * in_size; |
| k += 2; |
| } while (k < in_channels); |
| |
| vst1q_f32(out_ptr1, add_f32x4_x4(sum)); |
| |
| out_ptr1 += 4; |
| in_ptr1 += 4 * skip_width; |
| w += 4 * skip_width; |
| } while (w < in_width - filter_width + 1); |
| |
| out_ptr0 += out_stride; |
| in_ptr0 += skip_height * in_stride; |
| h += skip_height; |
| } while (h < in_height - filter_height + 1); |
| |
| ++bias; |
| ++output; |
| weights += in_channels * filter_height * filter_width; |
| } while (++start_idx < out_channels); |
| } |
| |
| static inline void av1_cnn_convolve_no_maxpool_padding_valid_5x5_neon( |
| const float **input, int in_width, int in_height, int in_stride, |
| const float *bias, const int skip_width, const int skip_height, |
| const int filter_width, const int filter_height, const int in_channels, |
| const int out_channels, float **output, int out_stride, int start_idx, |
| const float *weights) { |
| assert(filter_height == 5 && filter_width == 5); |
| assert(skip_width == 4 && skip_height == 4); |
| assert(in_width >= 16); |
| assert(in_channels == 1); |
| (void)in_channels; |
| |
| do { |
| const float32x4_t bias_v = vdupq_n_f32(*bias); |
| const float *in_ptr0 = *input; |
| const float *weights_ptr0 = weights; |
| float *out_ptr0 = *output; |
| int h = 0; |
| |
| do { |
| const float *in_ptr1 = in_ptr0; |
| float *out_ptr1 = out_ptr0; |
| int w = 0; |
| |
| do { |
| float32x4_t sum[2] = { bias_v, vdupq_n_f32(0) }; |
| |
| const float32x4_t weight_0_3 = vld1q_f32(weights_ptr0); |
| const float32x4_t weight_4_7 = vld1q_f32(weights_ptr0 + 4); |
| const float32x4_t weight_8_11 = vld1q_f32(weights_ptr0 + 8); |
| const float32x4_t weight_12_15 = vld1q_f32(weights_ptr0 + 12); |
| const float32x4_t weight_16_19 = vld1q_f32(weights_ptr0 + 16); |
| const float32x4_t weight_20_23 = vld1q_f32(weights_ptr0 + 20); |
| |
| const float32x2_t weight_0_3_lo = vget_low_f32(weight_0_3); |
| const float32x2_t weight_0_3_hi = vget_high_f32(weight_0_3); |
| const float32x2_t weight_4_7_lo = vget_low_f32(weight_4_7); |
| const float32x2_t weight_4_7_hi = vget_high_f32(weight_4_7); |
| const float32x2_t weight_8_11_lo = vget_low_f32(weight_8_11); |
| const float32x2_t weight_8_11_hi = vget_high_f32(weight_8_11); |
| const float32x2_t weight_12_15_lo = vget_low_f32(weight_12_15); |
| const float32x2_t weight_12_15_hi = vget_high_f32(weight_12_15); |
| const float32x2_t weight_16_19_lo = vget_low_f32(weight_16_19); |
| const float32x2_t weight_16_19_hi = vget_high_f32(weight_16_19); |
| const float32x2_t weight_20_23_lo = vget_low_f32(weight_20_23); |
| const float32x2_t weight_20_23_hi = vget_high_f32(weight_20_23); |
| |
| const float32x4x4_t in0 = vld4q_f32(in_ptr1 + 0 * in_stride); |
| const float32x4x4_t in1 = vld4q_f32(in_ptr1 + 1 * in_stride); |
| const float32x4x4_t in2 = vld4q_f32(in_ptr1 + 2 * in_stride); |
| const float32x4x4_t in3 = vld4q_f32(in_ptr1 + 3 * in_stride); |
| const float32x4x4_t in4 = vld4q_f32(in_ptr1 + 4 * in_stride); |
| |
| const float32x4_t in0_4 = vextq_f32( |
| in0.val[0], vdupq_n_f32(*(in_ptr1 + 16 + 0 * in_stride)), 1); |
| const float32x4_t in1_4 = vextq_f32( |
| in1.val[0], vdupq_n_f32(*(in_ptr1 + 16 + 1 * in_stride)), 1); |
| const float32x4_t in2_4 = vextq_f32( |
| in2.val[0], vdupq_n_f32(*(in_ptr1 + 16 + 2 * in_stride)), 1); |
| const float32x4_t in3_4 = vextq_f32( |
| in3.val[0], vdupq_n_f32(*(in_ptr1 + 16 + 3 * in_stride)), 1); |
| const float32x4_t in4_4 = vextq_f32( |
| in4.val[0], vdupq_n_f32(*(in_ptr1 + 16 + 4 * in_stride)), 1); |
| |
| // Kernel row 0. |
| sum[0] = vmlaq_lane_f32(sum[0], in0.val[0], weight_0_3_lo, 0); |
| sum[1] = vmlaq_lane_f32(sum[1], in0.val[1], weight_0_3_lo, 1); |
| sum[0] = vmlaq_lane_f32(sum[0], in0.val[2], weight_0_3_hi, 0); |
| sum[1] = vmlaq_lane_f32(sum[1], in0.val[3], weight_0_3_hi, 1); |
| sum[0] = vmlaq_lane_f32(sum[0], in0_4, weight_4_7_lo, 0); |
| |
| // Kernel row 1. |
| sum[1] = vmlaq_lane_f32(sum[1], in1.val[0], weight_4_7_lo, 1); |
| sum[0] = vmlaq_lane_f32(sum[0], in1.val[1], weight_4_7_hi, 0); |
| sum[1] = vmlaq_lane_f32(sum[1], in1.val[2], weight_4_7_hi, 1); |
| sum[0] = vmlaq_lane_f32(sum[0], in1.val[3], weight_8_11_lo, 0); |
| sum[1] = vmlaq_lane_f32(sum[1], in1_4, weight_8_11_lo, 1); |
| |
| // Kernel row 2. |
| sum[0] = vmlaq_lane_f32(sum[0], in2.val[0], weight_8_11_hi, 0); |
| sum[1] = vmlaq_lane_f32(sum[1], in2.val[1], weight_8_11_hi, 1); |
| sum[0] = vmlaq_lane_f32(sum[0], in2.val[2], weight_12_15_lo, 0); |
| sum[1] = vmlaq_lane_f32(sum[1], in2.val[3], weight_12_15_lo, 1); |
| sum[0] = vmlaq_lane_f32(sum[0], in2_4, weight_12_15_hi, 0); |
| |
| // Kernel row 3. |
| sum[1] = vmlaq_lane_f32(sum[1], in3.val[0], weight_12_15_hi, 1); |
| sum[0] = vmlaq_lane_f32(sum[0], in3.val[1], weight_16_19_lo, 0); |
| sum[1] = vmlaq_lane_f32(sum[1], in3.val[2], weight_16_19_lo, 1); |
| sum[0] = vmlaq_lane_f32(sum[0], in3.val[3], weight_16_19_hi, 0); |
| sum[1] = vmlaq_lane_f32(sum[1], in3_4, weight_16_19_hi, 1); |
| |
| // Kernel row 4. |
| sum[0] = vmlaq_lane_f32(sum[0], in4.val[0], weight_20_23_lo, 0); |
| sum[1] = vmlaq_lane_f32(sum[1], in4.val[1], weight_20_23_lo, 1); |
| sum[0] = vmlaq_lane_f32(sum[0], in4.val[2], weight_20_23_hi, 0); |
| sum[1] = vmlaq_lane_f32(sum[1], in4.val[3], weight_20_23_hi, 1); |
| sum[0] = vmlaq_f32(sum[0], vdupq_n_f32(*(weights_ptr0 + 24)), in4_4); |
| |
| vst1q_f32(out_ptr1, vaddq_f32(sum[0], sum[1])); |
| |
| out_ptr1 += 4; |
| in_ptr1 += 4 * skip_width; |
| w += 4 * skip_width; |
| } while (w < in_width - filter_width + 1); |
| |
| out_ptr0 += out_stride; |
| in_ptr0 += skip_height * in_stride; |
| h += skip_height; |
| } while (h < in_height - filter_height + 1); |
| |
| ++output; |
| ++bias; |
| weights += 25; |
| } while (++start_idx < out_channels); |
| } |
| |
| // Neon variant of av1_cnn_convolve_no_maxpool_padding_valid_c(). |
| // As per the current encoder, av1_cnn_convolve function gets called for |
| // block size equal to 64x64. av1_cnn_convolve() uses layer config values |
| // set by av1_intra_mode_cnn_partition_cnn_config. The following are a few |
| // details related to each layer's config parameters. |
| // Layer_Number in_size out_size filter_wd filter_ht skip_wd skip_ht |
| // 0 64x64 16x16 5 5 4 4 |
| // 1 16x16 8x8 2 2 2 2 |
| // 2 8x8 4x4 2 2 2 2 |
| // 3 4x4 2x2 2 2 2 2 |
| // 4 2x2 1x1 2 2 2 2 |
| // Here, |
| // filter_wd = filter_width and filter_ht = filter_height, |
| // skip_wd = skip_width and skip_ht = skip_height. |
| void av1_cnn_convolve_no_maxpool_padding_valid_neon( |
| const float **input, int in_width, int in_height, int in_stride, |
| const CNN_LAYER_CONFIG *layer_config, float **output, int out_stride, |
| int start_idx, int cstep, int channel_step) { |
| assert((layer_config->skip_height == 1 && layer_config->skip_width == 1) || |
| !layer_config->maxpool); |
| assert(layer_config->filter_height > 1 || layer_config->filter_width > 1); |
| assert(layer_config->pad == PADDING_VALID); |
| assert(channel_step == 1); |
| assert(cstep == layer_config->in_channels * layer_config->out_channels); |
| |
| if (layer_config->filter_width == 5 && layer_config->filter_height == 5 && |
| layer_config->skip_width == 4 && layer_config->skip_height == 4) { |
| av1_cnn_convolve_no_maxpool_padding_valid_5x5_neon( |
| input, in_width, in_height, in_stride, layer_config->bias, |
| layer_config->skip_width, layer_config->skip_height, |
| layer_config->filter_width, layer_config->filter_height, |
| layer_config->in_channels, layer_config->out_channels, output, |
| out_stride, start_idx, weights_layer_5); |
| } else if (layer_config->filter_width == 2 && |
| layer_config->filter_height == 2 && |
| layer_config->skip_width == 2 && layer_config->skip_height == 2) { |
| const float *weights = weights_layer_1; |
| if (layer_config->output_num == |
| av1_intra_mode_cnn_partition_cnn_config.layer_config[2].output_num) { |
| weights = weights_layer_2; |
| } else if ((layer_config->output_num == |
| av1_intra_mode_cnn_partition_cnn_config.layer_config[3] |
| .output_num)) { |
| weights = weights_layer_3; |
| } else if ((layer_config->output_num == |
| av1_intra_mode_cnn_partition_cnn_config.layer_config[4] |
| .output_num)) { |
| weights = weights_layer_4; |
| } |
| if (in_width >= 16) { |
| av1_cnn_convolve_no_maxpool_padding_valid_2x2_large_neon( |
| input, in_width, in_height, in_stride, layer_config->bias, |
| layer_config->skip_width, layer_config->skip_height, |
| layer_config->filter_width, layer_config->filter_height, |
| layer_config->in_channels, layer_config->out_channels, output, |
| out_stride, start_idx, weights); |
| } else if (in_width == 8) { |
| av1_cnn_convolve_no_maxpool_padding_valid_2x2_neon( |
| input, in_width, in_height, in_stride, layer_config->bias, |
| layer_config->skip_width, layer_config->skip_height, |
| layer_config->filter_width, layer_config->filter_height, |
| layer_config->in_channels, layer_config->out_channels, output, |
| out_stride, start_idx, weights); |
| } else { |
| av1_cnn_convolve_no_maxpool_padding_valid_c( |
| input, in_width, in_height, in_stride, layer_config, output, |
| out_stride, start_idx, cstep, channel_step); |
| } |
| } else { |
| av1_cnn_convolve_no_maxpool_padding_valid_c( |
| input, in_width, in_height, in_stride, layer_config, output, out_stride, |
| start_idx, cstep, channel_step); |
| } |
| } |
