diff options
Diffstat (limited to 'third_party/aom/av1/encoder/rate_distortion_model_params.h')
| -rw-r--r-- | third_party/aom/av1/encoder/rate_distortion_model_params.h | 591 |
1 files changed, 591 insertions, 0 deletions
diff --git a/third_party/aom/av1/encoder/rate_distortion_model_params.h b/third_party/aom/av1/encoder/rate_distortion_model_params.h new file mode 100644 index 0000000000..14d23f10fb --- /dev/null +++ b/third_party/aom/av1/encoder/rate_distortion_model_params.h @@ -0,0 +1,591 @@ +/* + * Copyright (c) 2018, 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_RATE_DISTORTION_MODEL_PARAMS_H_ +#define AV1_ENCODER_RATE_DISTORTION_MODEL_PARAMS_H_ + +#ifdef __cplusplus +extern "C" { +#endif + +#include "av1/encoder/ml.h" + +// 22 float features + +// 2 categorical features with 4 possible values, converted to one-hot vectors. +// So, total 22 + 2 * 4 = 30 features. +#define NUM_FEATURES 30 +#define NUM_HIDDEN_LAYERS 1 +#define NUM_HIDDEN_NODES 96 +#define NUM_OUTPUTS 1 + +//------------------------------------------------------------------------------ +// RDCost model + +static const float + av1_rdcost_model_nn_weights_layer0[NUM_FEATURES * NUM_HIDDEN_NODES] = { + -0.0699f, 0.2790f, 0.1915f, 0.2669f, 0.4637f, 0.4095f, + 0.2129f, 0.0634f, 0.2306f, -0.2232f, -0.5711f, -0.6493f, + -0.7406f, -0.8440f, 0.4105f, 0.1392f, 0.5218f, -0.1618f, + -0.1719f, 0.3409f, 0.1111f, -0.3609f, -0.2929f, 0.3869f, + -0.5373f, 0.0700f, 0.2572f, 0.2483f, -0.0314f, 0.5228f, + 0.0169f, -0.1357f, 0.0419f, -0.1722f, 0.1303f, 0.1198f, + -0.0013f, 0.1309f, 0.0293f, -0.1941f, 0.0668f, -0.0643f, + -0.0381f, 0.1249f, -0.0731f, -0.1649f, 0.0964f, 0.0270f, + 0.1354f, 0.0538f, -0.2064f, -0.2067f, -0.0569f, 0.0449f, + 0.1680f, -0.0732f, -0.0785f, 0.1884f, -0.2137f, -0.0189f, + 0.2976f, 0.2818f, -0.0222f, 0.2658f, 0.0488f, 0.2778f, + -0.1110f, 0.2069f, -0.0072f, -0.0095f, -0.1105f, -0.1365f, + -0.4245f, -0.4751f, -0.0736f, 0.2333f, 0.0653f, -0.0249f, + 0.0055f, -0.0838f, -0.0489f, -0.2597f, 0.2621f, -0.0251f, + -0.0545f, 0.0816f, -0.0816f, 0.3396f, -0.1047f, 0.3678f, + 0.1487f, -0.0270f, 0.2574f, 0.1018f, 0.2560f, -0.0598f, + -0.0446f, -0.1792f, 0.5336f, -0.1590f, -0.9820f, -0.6514f, + -0.6304f, -0.8359f, -0.0699f, 0.0295f, -0.0057f, -0.3088f, + -0.1466f, 0.2220f, -0.1980f, -0.3400f, -0.1228f, 0.2667f, + -0.4816f, 0.0155f, -0.0194f, 0.2051f, 0.0513f, 0.1575f, + 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-0.0211f, -0.1726f, -0.0694f, -0.0270f, + 0.0277f, -0.0715f, -0.2055f, -0.1502f, -0.1718f, -0.0043f, + 0.0174f, 0.1019f, -0.0233f, -0.1518f, -0.1331f, -0.0001f, + -0.1483f, -0.2115f, 0.0666f, 0.0014f, 0.1601f, -0.0690f, + }; + +static const float av1_rdcost_model_nn_biases_layer0[NUM_HIDDEN_NODES] = { + 0.156824f, 0.f, 0.130013f, 0.084482f, -129.058197f, -15.090252f, + -3.859116f, 0.736356f, -81.361557f, -0.001922f, -0.000713f, 0.440181f, + 14.982646f, 1.282223f, 2.23122f, 94.26635f, 93.920929f, 0.614672f, + 0.f, 0.315858f, 4.746014f, 0.116901f, -35.661354f, -75.148285f, + 92.006989f, -14.112332f, 86.673157f, -0.000307f, -0.000544f, 0.f, + -7.851313f, 0.505186f, 0.f, 0.f, -111.681091f, -0.937782f, + 0.035789f, 0.f, 0.f, -0.00102f, -75.180527f, 0.f, + -63.821148f, 79.592392f, 0.085068f, 11.184906f, 1.25406f, 0.f, + -29.779242f, -0.181732f, 0.f, 0.425554f, -90.78405f, 0.f, + -0.828326f, -81.132179f, 0.f, -2.757063f, 0.f, 0.f, + 2.967951f, -4.440599f, 0.f, -5.105355f, 14.734543f, 0.f, + 0.f, 0.f, 0.f, 0.295342f, -0.026907f, 133.375412f, + -0.000855f, 0.f, -0.875029f, 15.665165f, 0.437296f, 0.321257f, + -0.001932f, -4.235782f, -87.187782f, 0.f, -28.84696f, 7.055514f, + 0.f, 95.548302f, -0.000425f, 0.38969f, -13.88008f, -27.347931f, + 0.f, 0.f, 0.f, -0.000026f, 0.f, 0.f, +}; + +static const float + av1_rdcost_model_nn_weights_layer1[NUM_HIDDEN_NODES * NUM_OUTPUTS] = { + -0.101706f, -0.14411f, -0.139118f, -0.132945f, 118.811302f, + 3.137232f, -32.969776f, -4.150725f, 26.263071f, 0.092841f, + 0.174125f, -0.028195f, 15.712872f, 17.722702f, 5.666006f, + -121.143929f, -131.933731f, -3.000318f, -0.032063f, -0.380065f, + -1.660653f, -0.164802f, 7.177527f, 87.759155f, -119.564224f, + -98.051651f, -110.581116f, -0.069982f, 0.023906f, 0.183792f, + 40.606274f, -0.080804f, -0.053744f, -0.187848f, 157.44313f, + -4.820149f, 0.089499f, 0.070232f, -0.043038f, 0.072996f, + 93.347313f, 0.225259f, 103.223228f, -110.682541f, 0.14314f, + -89.827538f, 6.505952f, -0.076949f, 73.816132f, -0.063416f, + -0.23736f, -0.066059f, 116.049599f, 0.120871f, -4.708246f, + 107.501671f, -0.206708f, -32.688675f, 0.047608f, -0.105907f, + 6.505825f, -75.461891f, -0.160341f, 6.532121f, -84.868111f, + -0.065622f, 0.044756f, 0.008672f, 0.017155f, 0.046108f, + -0.218818f, -126.507957f, 0.028271f, 0.180625f, -4.707376f, + -121.524307f, -0.03853f, -4.103166f, -0.018947f, -95.768463f, + 15.941695f, 0.147154f, -102.863029f, -72.521698f, -0.037133f, + -138.1492f, 0.210016f, -0.084692f, -68.693665f, -52.523472f, + -0.133385f, -0.17438f, 0.008654f, -0.035642f, -0.145202f, + 0.211135f, + }; + +static const float av1_rdcost_model_nn_biases_layer1[NUM_OUTPUTS] = { + 0.251909f +}; + +static const NN_CONFIG av1_rdcost_model_nnconfig = { + NUM_FEATURES, + NUM_OUTPUTS, + NUM_HIDDEN_LAYERS, + { + NUM_HIDDEN_NODES, + }, + { + av1_rdcost_model_nn_weights_layer0, + av1_rdcost_model_nn_weights_layer1, + }, + { + av1_rdcost_model_nn_biases_layer0, + av1_rdcost_model_nn_biases_layer1, + }, +}; + +//------------------------------------------------------------------------------ + +#undef NUM_FEATURES +#undef NUM_HIDDEN_LAYERS +#undef NUM_HIDDEN_NODES +#undef NUM_OUTPUTS + +#ifdef __cplusplus +} // extern "C" +#endif + +#endif // AV1_ENCODER_RATE_DISTORTION_MODEL_PARAMS_H_ |