| /* |
| * Copyright (c) 2016, 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. |
| */ |
| |
| #ifndef AV1_ENCODER_PUSTATS_H_ |
| #define AV1_ENCODER_PUSTATS_H_ |
| |
| #ifdef __cplusplus |
| extern "C" { |
| #endif |
| |
| #include "av1/encoder/ml.h" |
| |
| #define NUM_FEATURES 11 |
| #define NUM_HIDDEN_LAYERS 2 |
| #define HIDDEN_LAYERS_0_NODES 12 |
| #define HIDDEN_LAYERS_1_NODES 10 |
| #define LOGITS_NODES 1 |
| |
| static const float |
| av1_pustats_rate_hiddenlayer_0_kernel[NUM_FEATURES * |
| HIDDEN_LAYERS_0_NODES] = { |
| 21.5067f, 22.6709f, 0.0049f, 0.9288f, -0.0100f, 0.0060f, -0.0071f, |
| -0.0085f, 0.0348f, -0.1273f, 10.1154f, 6.3405f, 7.8589f, -0.0652f, |
| -4.6352f, 0.0445f, -3.2748f, 0.1025f, -0.0385f, -0.4505f, 1.1320f, |
| 3.2634f, 23.2420f, -7.9056f, 0.0522f, -18.1555f, 0.0977f, 0.1155f, |
| -0.0138f, 0.0267f, -0.3992f, 0.2735f, 22.8063f, 35.1043f, 3.8140f, |
| -0.0295f, 0.0771f, -0.6938f, 0.0302f, -0.0266f, 0.0989f, -0.0794f, |
| 0.2981f, 33.3333f, -24.1150f, 1.4986f, -0.0975f, -15.3938f, -0.0858f, |
| -0.0845f, -0.0869f, -0.0858f, 0.3542f, 0.0155f, -18.2629f, 9.6688f, |
| -11.9643f, -0.2904f, -5.3026f, -0.1011f, -0.1202f, 0.0127f, -0.0269f, |
| 0.3434f, 0.0595f, 16.6800f, 41.4730f, 6.9269f, -0.0512f, -1.4540f, |
| 0.0468f, 0.0077f, 0.0983f, 0.1265f, -0.5234f, 0.9477f, 36.6470f, |
| -0.4838f, -0.2269f, -0.1143f, -0.3907f, -0.5005f, -0.0179f, -0.1057f, |
| 0.1233f, -0.4412f, -0.0474f, 0.1140f, -21.6813f, -0.9077f, -0.0078f, |
| -3.3306f, 0.0417f, 0.0412f, 0.0427f, 0.0418f, -0.1699f, 0.0072f, |
| -22.3335f, 16.1203f, -10.1220f, -0.0019f, 0.0005f, -0.0054f, -0.0155f, |
| -0.0302f, -0.0379f, 0.1276f, 0.1568f, 21.6175f, 12.2919f, 11.0327f, |
| -0.2000f, -8.6691f, -0.5593f, -0.5952f, -0.4203f, -0.4857f, -1.1239f, |
| 3.1404f, -13.1098f, -5.9165f, 22.2060f, -0.0312f, -3.9642f, -0.0344f, |
| -0.0656f, -0.0273f, -0.0465f, 0.1412f, -6.1974f, 9.3661f, |
| }; |
| |
| static const float av1_pustats_rate_hiddenlayer_0_bias[HIDDEN_LAYERS_0_NODES] = |
| { |
| -14.3065f, 2.059f, -62.9916f, -50.1209f, 57.643f, -59.3737f, |
| -30.4737f, -0.1112f, 72.5427f, 55.402f, 24.9523f, 18.5834f, |
| }; |
| |
| static const float |
| av1_pustats_rate_hiddenlayer_1_kernel[HIDDEN_LAYERS_0_NODES * |
| HIDDEN_LAYERS_1_NODES] = { |
| 0.3883f, -0.2784f, -0.2850f, 0.4894f, -2.2450f, 0.4511f, -0.1969f, |
| -0.0077f, -1.4924f, 0.1138f, -2.9848f, 1.0211f, -0.1712f, -0.1952f, |
| -0.4774f, 0.0761f, -0.3186f, -0.1002f, 0.8663f, 0.5026f, 1.1920f, |
| 0.9337f, 0.3911f, -0.3841f, -0.0037f, 0.7295f, -0.3183f, 0.1829f, |
| -1.3670f, -0.1046f, 0.6629f, 0.0619f, -0.1551f, 0.8174f, 2.1521f, |
| -1.3323f, -0.0527f, -0.5772f, 0.2001f, -0.6270f, -1.0625f, 0.3342f, |
| 0.6676f, 0.4605f, -2.0049f, 0.7781f, 0.0713f, -0.0824f, -0.4529f, |
| 0.1757f, -0.1338f, -0.2319f, -0.2864f, 0.1248f, 0.3887f, -0.1676f, |
| 1.8422f, 0.6435f, 1.2123f, -0.5667f, -0.2423f, -0.0314f, 0.2411f, |
| -0.5013f, 0.0422f, 0.2559f, 0.4435f, -0.1223f, 1.5167f, 0.3939f, |
| 1.0898f, 0.0795f, -0.9251f, -0.0813f, -0.5929f, -0.0741f, 4.0687f, |
| -0.4368f, -0.0984f, 0.0837f, 3.6169f, 0.0662f, -0.1679f, -0.8090f, |
| -0.2610f, -0.5791f, 0.0642f, -0.2979f, -0.9036f, 0.2898f, 0.3265f, |
| 0.4660f, -1.6358f, -0.0347f, 0.1087f, 0.0353f, 0.5687f, -0.5242f, |
| -0.4895f, 0.7693f, -1.3829f, -0.2244f, -0.2880f, 0.0575f, 2.0563f, |
| -0.2322f, -1.1597f, 1.6125f, -0.0925f, 1.3540f, 0.1432f, 0.3993f, |
| -0.0303f, -1.1438f, -1.7323f, -0.4329f, 2.9443f, -0.5724f, 0.0122f, |
| -1.0829f, |
| }; |
| |
| static const float av1_pustats_rate_hiddenlayer_1_bias[HIDDEN_LAYERS_1_NODES] = |
| { |
| -10.3717f, 37.304f, -36.7221f, -52.7572f, 44.0877f, |
| 41.1631f, 36.3299f, -48.6087f, -4.5189f, 13.0611f, |
| }; |
| |
| static const float |
| av1_pustats_rate_logits_kernel[HIDDEN_LAYERS_1_NODES * LOGITS_NODES] = { |
| 0.8362f, 1.0615f, -1.5178f, -1.2959f, 1.3233f, |
| 1.4909f, 1.3554f, -0.8626f, -0.618f, -0.9458f, |
| }; |
| |
| static const float av1_pustats_rate_logits_bias[LOGITS_NODES] = { |
| 30.6878f, |
| }; |
| |
| static const NN_CONFIG av1_pustats_rate_nnconfig = { |
| NUM_FEATURES, // num_inputs |
| LOGITS_NODES, // num_outputs |
| NUM_HIDDEN_LAYERS, // num_hidden_layers |
| { HIDDEN_LAYERS_0_NODES, HIDDEN_LAYERS_1_NODES }, // num_hidden_nodes |
| { |
| av1_pustats_rate_hiddenlayer_0_kernel, |
| av1_pustats_rate_hiddenlayer_1_kernel, |
| av1_pustats_rate_logits_kernel, |
| }, |
| { |
| av1_pustats_rate_hiddenlayer_0_bias, |
| av1_pustats_rate_hiddenlayer_1_bias, |
| av1_pustats_rate_logits_bias, |
| }, |
| }; |
| |
| static const float |
| av1_pustats_dist_hiddenlayer_0_kernel[NUM_FEATURES * |
| HIDDEN_LAYERS_0_NODES] = { |
| 0.7770f, 1.0881f, 0.0177f, 0.4939f, -0.2541f, -0.2672f, -0.1705f, |
| -0.1940f, -0.6395f, 1.2928f, 3.6240f, 2.4445f, 1.6790f, 0.0265f, |
| 0.1897f, 0.1776f, 0.0422f, 0.0197f, -0.0466f, 0.0462f, -1.0827f, |
| 2.0231f, 1.8044f, 2.7022f, 0.0064f, 0.2255f, -0.0552f, -0.1010f, |
| -0.0581f, -0.0781f, 0.2614f, -3.4085f, 1.7478f, 0.1155f, -0.1458f, |
| -0.0031f, -0.1797f, -0.4378f, -0.0539f, 0.0607f, -0.1347f, -0.3142f, |
| -0.2014f, -0.4484f, -0.2808f, 1.5913f, 0.0046f, -0.0610f, -0.6479f, |
| -0.7278f, -0.5592f, -0.6695f, -0.8120f, 2.9056f, -1.1501f, 9.3618f, |
| 4.2486f, 0.0011f, -0.1499f, -0.0834f, 0.1282f, 0.0409f, 0.1670f, |
| -0.1398f, -0.4661f, 13.7700f, 8.2061f, -0.0685f, 0.0061f, -0.2951f, |
| 0.0169f, 0.0520f, 0.0040f, 0.0374f, 0.0467f, -0.0107f, 14.2664f, |
| -2.2489f, -0.2516f, -0.0061f, -0.9921f, 0.1223f, 0.1212f, 0.1199f, |
| 0.1185f, -0.4867f, 0.0325f, -5.0757f, -8.7853f, 1.0450f, 0.0169f, |
| 0.5462f, 0.0051f, 0.1330f, 0.0143f, 0.1429f, -0.0258f, 0.2769f, |
| -12.8839f, 22.3093f, 1.2761f, 0.0037f, -1.2459f, -0.0466f, 0.0003f, |
| -0.0464f, -0.0067f, 0.2361f, 0.0355f, 23.3833f, 10.9218f, 2.6811f, |
| 0.0222f, -1.1055f, 0.1825f, 0.0575f, 0.0114f, -0.1259f, 0.3148f, |
| -2.0047f, 11.9559f, 5.7375f, 0.8802f, 0.0042f, -0.2469f, -0.1040f, |
| -1.5679f, 0.1969f, -0.0184f, 0.0157f, 0.6688f, 3.4492f, |
| }; |
| |
| static const float av1_pustats_dist_hiddenlayer_0_bias[HIDDEN_LAYERS_0_NODES] = |
| { |
| 4.5051f, -4.5858f, 1.4693f, 0.f, 3.7968f, -3.6292f, |
| -7.3112f, 10.9743f, 8.027f, -2.2692f, -8.748f, -1.3689f, |
| }; |
| |
| static const float |
| av1_pustats_dist_hiddenlayer_1_kernel[HIDDEN_LAYERS_0_NODES * |
| HIDDEN_LAYERS_1_NODES] = { |
| -0.0182f, -0.0925f, -0.0311f, -0.2962f, 0.1177f, -0.0027f, -0.2136f, |
| -1.2094f, 0.0935f, -0.1403f, -0.1477f, -0.0752f, 0.1519f, -0.4726f, |
| -0.3521f, 0.4199f, -0.0168f, -0.2927f, -0.2510f, 0.0706f, -0.2920f, |
| 0.2046f, -0.0400f, -0.2114f, 0.4240f, -0.7070f, 0.4964f, 0.4471f, |
| 0.3841f, -0.0918f, -0.6140f, 0.6056f, -0.1123f, 0.3944f, -0.0178f, |
| -1.7702f, -0.4434f, 0.0560f, 0.1565f, -0.0793f, -0.0041f, 0.0052f, |
| -0.1843f, 0.2400f, -0.0605f, 0.3196f, -0.0286f, -0.0002f, -0.0595f, |
| -0.0493f, -0.2636f, -0.3994f, -0.1871f, -0.3298f, -0.0788f, -1.0685f, |
| 0.1900f, -0.5549f, -0.1350f, -0.0153f, -0.1195f, -0.5874f, 1.0468f, |
| 0.0212f, -0.2306f, -0.2677f, -0.3000f, -1.0702f, -0.1725f, -0.0656f, |
| -0.0226f, 0.0616f, -0.3453f, 0.0810f, 0.4838f, -0.3780f, -1.4486f, |
| 0.7777f, -0.0459f, -0.6568f, 0.0589f, -1.0286f, -0.6001f, 0.0826f, |
| 0.4794f, -0.0586f, -0.1759f, 0.3811f, -0.1313f, 0.3829f, -0.0968f, |
| -2.0445f, -0.3566f, -0.1491f, -0.0745f, -0.0202f, 0.0839f, 0.0470f, |
| -0.2432f, 0.3013f, -0.0743f, -0.3479f, 0.0749f, -5.2490f, 0.0209f, |
| -0.1653f, -0.0826f, -0.0535f, 0.3225f, -0.3786f, -0.0104f, 0.3091f, |
| 0.3652f, 0.1757f, -0.3252f, -1.1022f, -0.0574f, -0.4473f, 0.3469f, |
| -0.5539f, |
| }; |
| |
| static const float av1_pustats_dist_hiddenlayer_1_bias[HIDDEN_LAYERS_1_NODES] = |
| { |
| 11.9337f, -0.3681f, -6.1324f, 12.674f, 9.0956f, |
| 4.6069f, -4.4158f, -12.4848f, 10.8473f, 5.7633f, |
| }; |
| |
| static const float |
| av1_pustats_dist_logits_kernel[HIDDEN_LAYERS_1_NODES * LOGITS_NODES] = { |
| 0.3245f, 0.2979f, -0.157f, -0.1441f, 0.1413f, |
| -0.7496f, -0.1737f, -0.5322f, 0.0748f, 0.2518f, |
| }; |
| |
| static const float av1_pustats_dist_logits_bias[LOGITS_NODES] = { |
| 4.6065f, |
| }; |
| |
| static const NN_CONFIG av1_pustats_dist_nnconfig = { |
| NUM_FEATURES, // num_inputs |
| LOGITS_NODES, // num_outputs |
| NUM_HIDDEN_LAYERS, // num_hidden_layers |
| { HIDDEN_LAYERS_0_NODES, HIDDEN_LAYERS_1_NODES }, // num_hidden_nodes |
| { |
| av1_pustats_dist_hiddenlayer_0_kernel, |
| av1_pustats_dist_hiddenlayer_1_kernel, |
| av1_pustats_dist_logits_kernel, |
| }, |
| { |
| av1_pustats_dist_hiddenlayer_0_bias, |
| av1_pustats_dist_hiddenlayer_1_bias, |
| av1_pustats_dist_logits_bias, |
| }, |
| }; |
| |
| #undef NUM_FEATURES |
| #undef NUM_HIDDEN_LAYERS |
| #undef HIDDEN_LAYERS_0_NODES |
| #undef HIDDEN_LAYERS_1_NODES |
| #undef LOGITS_NODES |
| |
| #ifdef __cplusplus |
| } // extern "C" |
| #endif |
| |
| #endif // AV1_ENCODER_PUSTATS_H_ |
