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/*
* 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_
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