| /* |
| * Copyright (c) 2018 The WebM project authors. All Rights Reserved. |
| * |
| * Use of this source code is governed by a BSD-style license |
| * that can be found in the LICENSE file in the root of the source |
| * tree. An additional intellectual property rights grant can be found |
| * in the file PATENTS. All contributing project authors may |
| * be found in the AUTHORS file in the root of the source tree. |
| */ |
| |
| #ifndef VPX_VP9_ENCODER_VP9_PARTITION_MODELS_H_ |
| #define VPX_VP9_ENCODER_VP9_PARTITION_MODELS_H_ |
| |
| #ifdef __cplusplus |
| extern "C" { |
| #endif |
| |
| #define NN_MAX_HIDDEN_LAYERS 10 |
| #define NN_MAX_NODES_PER_LAYER 128 |
| |
| // Neural net model config. It defines the layout of a neural net model, such as |
| // the number of inputs/outputs, number of layers, the number of nodes in each |
| // layer, as well as the weights and bias of each node. |
| typedef struct { |
| int num_inputs; // Number of input nodes, i.e. features. |
| int num_outputs; // Number of output nodes. |
| int num_hidden_layers; // Number of hidden layers, maximum 10. |
| // Number of nodes for each hidden layer. |
| int num_hidden_nodes[NN_MAX_HIDDEN_LAYERS]; |
| // Weight parameters, indexed by layer. |
| const float *weights[NN_MAX_HIDDEN_LAYERS + 1]; |
| // Bias parameters, indexed by layer. |
| const float *bias[NN_MAX_HIDDEN_LAYERS + 1]; |
| } NN_CONFIG; |
| |
| // Partition search breakout model. |
| #define FEATURES 4 |
| #define Q_CTX 3 |
| #define RESOLUTION_CTX 2 |
| static const float |
| vp9_partition_breakout_weights_64[RESOLUTION_CTX][Q_CTX][FEATURES + 1] = { |
| { |
| { |
| -0.016673f, |
| -0.001025f, |
| -0.000032f, |
| 0.000833f, |
| 1.94261885f - 2.1f, |
| }, |
| { |
| -0.160867f, |
| -0.002101f, |
| 0.000011f, |
| 0.002448f, |
| 1.65738142f - 2.5f, |
| }, |
| { |
| -0.628934f, |
| -0.011459f, |
| -0.000009f, |
| 0.013833f, |
| 1.47982645f - 1.6f, |
| }, |
| }, |
| { |
| { |
| -0.064309f, |
| -0.006121f, |
| 0.000232f, |
| 0.005778f, |
| 0.7989465f - 5.0f, |
| }, |
| { |
| -0.314957f, |
| -0.009346f, |
| -0.000225f, |
| 0.010072f, |
| 2.80695581f - 5.5f, |
| }, |
| { |
| -0.635535f, |
| -0.015135f, |
| 0.000091f, |
| 0.015247f, |
| 2.90381241f - 5.0f, |
| }, |
| }, |
| }; |
| |
| static const float |
| vp9_partition_breakout_weights_32[RESOLUTION_CTX][Q_CTX][FEATURES + 1] = { |
| { |
| { |
| -0.010554f, |
| -0.003081f, |
| -0.000134f, |
| 0.004491f, |
| 1.68445992f - 3.5f, |
| }, |
| { |
| -0.051489f, |
| -0.007609f, |
| 0.000016f, |
| 0.009792f, |
| 1.28089404f - 2.5f, |
| }, |
| { |
| -0.163097f, |
| -0.013081f, |
| 0.000022f, |
| 0.019006f, |
| 1.36129403f - 3.2f, |
| }, |
| }, |
| { |
| { |
| -0.024629f, |
| -0.006492f, |
| -0.000254f, |
| 0.004895f, |
| 1.27919173f - 4.5f, |
| }, |
| { |
| -0.083936f, |
| -0.009827f, |
| -0.000200f, |
| 0.010399f, |
| 2.73731065f - 4.5f, |
| }, |
| { |
| -0.279052f, |
| -0.013334f, |
| 0.000289f, |
| 0.023203f, |
| 2.43595719f - 3.5f, |
| }, |
| }, |
| }; |
| |
| static const float |
| vp9_partition_breakout_weights_16[RESOLUTION_CTX][Q_CTX][FEATURES + 1] = { |
| { |
| { |
| -0.013154f, |
| -0.002404f, |
| -0.000977f, |
| 0.008450f, |
| 2.57404566f - 5.5f, |
| }, |
| { |
| -0.019146f, |
| -0.004018f, |
| 0.000064f, |
| 0.008187f, |
| 2.15043926f - 2.5f, |
| }, |
| { |
| -0.075755f, |
| -0.010858f, |
| 0.000030f, |
| 0.024505f, |
| 2.06848121f - 2.5f, |
| }, |
| }, |
| { |
| { |
| -0.007636f, |
| -0.002751f, |
| -0.000682f, |
| 0.005968f, |
| 0.19225763f - 4.5f, |
| }, |
| { |
| -0.047306f, |
| -0.009113f, |
| -0.000518f, |
| 0.016007f, |
| 2.61068869f - 4.0f, |
| }, |
| { |
| -0.069336f, |
| -0.010448f, |
| -0.001120f, |
| 0.023083f, |
| 1.47591054f - 5.5f, |
| }, |
| }, |
| }; |
| |
| static const float vp9_partition_breakout_weights_8[RESOLUTION_CTX][Q_CTX] |
| [FEATURES + 1] = { |
| { |
| { |
| -0.011807f, |
| -0.009873f, |
| -0.000931f, |
| 0.034768f, |
| 1.32254851f - 2.0f, |
| }, |
| { |
| -0.003861f, |
| -0.002701f, |
| 0.000100f, |
| 0.013876f, |
| 1.96755111f - 1.5f, |
| }, |
| { |
| -0.013522f, |
| -0.008677f, |
| -0.000562f, |
| 0.034468f, |
| 1.53440356f - 1.5f, |
| }, |
| }, |
| { |
| { |
| -0.003221f, |
| -0.002125f, |
| 0.000993f, |
| 0.012768f, |
| 0.03541421f - 2.0f, |
| }, |
| { |
| -0.006069f, |
| -0.007335f, |
| 0.000229f, |
| 0.026104f, |
| 0.17135315f - 1.5f, |
| }, |
| { |
| -0.039894f, |
| -0.011419f, |
| 0.000070f, |
| 0.061817f, |
| 0.6739977f - 1.5f, |
| }, |
| }, |
| }; |
| #undef FEATURES |
| #undef Q_CTX |
| #undef RESOLUTION_CTX |
| |
| // Rectangular partition search pruning model. |
| #define FEATURES 17 |
| #define LABELS 4 |
| static const float vp9_rect_part_nn_weights_16_layer0[FEATURES * 32] = { |
| 1.262885f, -0.533345f, -0.161280f, 0.106098f, 0.194799f, 0.003600f, |
| 0.394783f, -0.053954f, 0.264474f, -0.016651f, 0.376765f, 0.221471f, |
| 0.489799f, 0.054924f, 0.018292f, 0.037633f, -0.053430f, 1.092426f, |
| 0.205791f, -0.055661f, -0.227335f, 0.301274f, -0.169917f, 0.100426f, |
| 0.254388f, 0.103465f, 0.189560f, 0.116479f, 1.647195f, -0.667044f, |
| 0.067795f, -0.044580f, 0.019428f, 0.072938f, -0.797569f, -0.077539f, |
| -0.225636f, 0.262883f, -1.048009f, 0.210118f, -0.416156f, -0.143741f, |
| -0.296985f, 0.205918f, -0.517383f, -0.118527f, -0.396606f, -0.113128f, |
| -0.279468f, 0.096141f, -0.342051f, -0.337036f, 0.143222f, -0.860280f, |
| 0.137169f, 0.339767f, -0.336076f, 0.071988f, 0.251557f, -0.004068f, |
| 0.170734f, 0.237283f, -0.332443f, 0.073643f, 0.375357f, 0.220407f, |
| 0.150708f, -0.176979f, 0.265786f, -0.105878f, -0.337465f, -0.000491f, |
| 0.234308f, -0.098973f, 0.129038f, -0.205936f, -0.034793f, -0.106981f, |
| 0.009974f, 0.037861f, -0.282874f, -0.354414f, 0.023021f, -0.266749f, |
| -0.041762f, -0.721725f, 0.182262f, -0.273945f, 0.123722f, -0.036749f, |
| -0.788645f, -0.081560f, -0.472226f, 0.004654f, -0.756766f, -0.132186f, |
| 1.085412f, -0.221324f, -0.072577f, -0.172834f, -0.104831f, -1.391641f, |
| -0.345893f, 0.194442f, -0.306583f, -0.041813f, -0.267635f, -0.218568f, |
| -0.178452f, 0.044421f, -0.128042f, -0.094797f, -0.253724f, 0.273931f, |
| 0.144843f, -0.401416f, -0.014354f, -0.348929f, 0.123550f, 0.494504f, |
| -0.007050f, -0.143830f, 0.111292f, 0.211057f, -1.579988f, 0.117744f, |
| -1.732487f, 0.009320f, -1.162696f, 0.176687f, -0.705609f, 0.524827f, |
| 0.089822f, 0.082976f, -0.023681f, 0.006120f, -0.907175f, -0.026273f, |
| 0.019027f, 0.027170f, -0.462563f, -0.535335f, 0.202231f, 0.709803f, |
| -0.112251f, -1.213869f, 0.225714f, 0.323785f, -0.518254f, -0.014235f, |
| -0.070790f, -0.369589f, 0.373399f, 0.002738f, 0.175113f, 0.084529f, |
| -0.101586f, -0.018978f, 0.773392f, -0.673230f, -0.549279f, 0.790196f, |
| 0.658609f, -0.826831f, -0.514211f, 0.575341f, -0.711311f, 0.276289f, |
| -0.435715f, 0.392986f, -0.079298f, -0.318719f, 0.188429f, -0.114366f, |
| 0.172527f, -0.261721f, -0.216761f, 0.163822f, -0.189374f, -0.391901f, |
| 0.142013f, -0.135046f, 0.144419f, 0.053887f, 0.074673f, -0.290791f, |
| -0.039560f, -0.103830f, -0.330263f, -0.042091f, 0.050646f, -0.057466f, |
| -0.069064f, -0.412864f, 0.071097f, 0.126693f, 0.175397f, -0.168485f, |
| 0.018129f, -0.419188f, -0.272024f, -0.436859f, -0.425711f, -0.024382f, |
| 0.248042f, -0.169090f, -0.346878f, -0.070926f, 0.292278f, -0.197610f, |
| -0.218286f, 0.290846f, 0.297843f, 0.247394f, -0.160736f, 0.110314f, |
| 0.276000f, -0.301676f, -0.232816f, -0.127576f, -0.174457f, -0.124503f, |
| 0.264880f, -0.332379f, 0.012659f, -0.197333f, 0.604700f, 0.801582f, |
| 0.758702f, 0.691880f, 0.440917f, 0.773548f, 0.064242f, 1.147508f, |
| -0.127543f, -0.189628f, -0.122994f, -0.226776f, -0.053531f, -0.187548f, |
| 0.226554f, -0.273451f, 0.011751f, 0.009133f, 0.185091f, 0.003031f, |
| 0.000525f, 0.221829f, 0.331550f, -0.202558f, -0.286550f, 0.100683f, |
| 0.268818f, 0.179971f, -0.050016f, 0.579665f, 0.015911f, 0.033068f, |
| 0.077768f, -0.017757f, -1.411251f, 0.051519f, -1.745767f, 0.011258f, |
| -1.947372f, 0.111396f, -1.112755f, -0.008989f, -0.006211f, -0.002098f, |
| -0.015236f, -0.095697f, -0.095820f, 0.044622f, -0.112096f, 0.060000f, |
| 0.138957f, -0.462708f, 0.590790f, -0.021405f, -0.283744f, -1.141749f, |
| 0.213121f, -0.332311f, -0.314090f, -0.789311f, 0.157605f, -0.438019f, |
| 0.642189f, -0.340764f, -0.996025f, 0.109871f, 0.106128f, -0.010505f, |
| -0.117233f, -0.223194f, 0.344105f, -0.308754f, 0.386020f, -0.305270f, |
| -0.538281f, -0.270720f, -0.101688f, 0.207580f, 0.237153f, -0.055730f, |
| 0.842779f, 0.393543f, 0.007886f, -0.318167f, 0.603768f, 0.388241f, |
| 0.421536f, 0.632080f, 0.423965f, 0.371472f, 0.456827f, 0.488134f, |
| 0.358997f, 0.032621f, -0.017104f, 0.032198f, 0.113266f, -0.312277f, |
| 0.178189f, 0.234180f, 0.134271f, -0.414889f, 0.774141f, -0.225043f, |
| 0.614052f, -0.279921f, 1.329141f, -0.140827f, 0.797267f, -0.171361f, |
| 0.066205f, 0.339976f, 0.015223f, 0.193725f, -0.245067f, -0.035578f, |
| -0.084043f, 0.086756f, 0.029478f, -0.845370f, 0.388613f, -1.215236f, |
| 0.304573f, -0.439884f, -0.293969f, -0.107988f, -0.267837f, -0.695339f, |
| -0.702099f, 0.359047f, 0.511730f, 1.429516f, 0.216959f, -0.313828f, |
| 0.068062f, -0.124917f, -0.648327f, -0.308411f, -0.378467f, -0.429288f, |
| -0.032415f, -0.357005f, 0.170068f, 0.161167f, -0.250280f, -0.320468f, |
| -0.408987f, -0.201496f, -0.155996f, 0.021067f, 0.141083f, -0.202733f, |
| -0.130953f, -0.278148f, -0.042051f, 0.070576f, 0.009982f, -0.044326f, |
| -0.346851f, -0.255397f, -0.346456f, 0.281781f, 0.001618f, 0.120648f, |
| 0.297140f, 0.198343f, 0.186104f, 0.183548f, -0.344482f, 0.182258f, |
| 0.291003f, -0.330228f, -0.048174f, 0.133694f, 0.264582f, 0.229671f, |
| -0.167251f, -0.316040f, 0.191829f, 0.153417f, -0.345158f, -0.212790f, |
| -0.878872f, -0.313099f, -0.028368f, 0.065869f, -0.695388f, 1.102812f, |
| -0.605539f, 0.400680f, -0.350120f, -0.432965f, 0.034553f, -0.693476f, |
| -0.045708f, 0.492409f, -0.043825f, -0.430522f, 0.071159f, -0.317376f, |
| -1.164842f, 0.112394f, 0.034137f, -0.611882f, 0.251020f, -0.245113f, |
| 0.286093f, -0.187883f, 0.340263f, -0.211592f, -0.065706f, -0.332148f, |
| 0.104026f, -0.003206f, 0.036397f, 0.206499f, 0.161962f, 0.037663f, |
| -0.313039f, -0.199837f, 0.117952f, -0.182145f, -0.343724f, 0.017625f, |
| 0.033427f, -0.288075f, -0.101873f, -0.083378f, 0.147870f, 0.049598f, |
| -0.241824f, 0.070494f, 0.140942f, -0.013795f, 0.020023f, -0.192213f, |
| -0.320505f, -0.193072f, 0.147260f, 0.311352f, 0.053486f, 0.183716f, |
| 0.142535f, 0.294333f, -0.054853f, 0.293314f, -0.025398f, 0.190815f, |
| -0.137574f, -0.191864f, -0.190950f, -0.205988f, -0.199046f, -0.017582f, |
| -0.149347f, 0.131040f, 0.006854f, -0.350732f, 0.113301f, -0.194371f, |
| -0.296885f, -0.249199f, -0.193946f, 0.116150f, -0.310411f, -0.325851f, |
| -0.053275f, -0.063419f, 0.204170f, -0.091940f, -0.146229f, 0.298173f, |
| 0.053349f, -0.368540f, 0.235629f, -0.317825f, -0.107304f, -0.114618f, |
| 0.058709f, -0.272070f, 0.076224f, 0.110668f, -0.193282f, -0.135440f, |
| -0.267950f, -0.102285f, 0.102699f, -0.159082f, 0.262721f, -0.263227f, |
| 0.094509f, -0.113405f, 0.069888f, -0.169665f, 0.070800f, 0.035432f, |
| 0.054243f, 0.264229f, 0.117416f, 0.091568f, -0.022069f, -0.069214f, |
| 0.124543f, 0.070413f, -0.039343f, 0.082823f, -0.838348f, 0.153727f, |
| -0.000947f, 0.270348f, -1.404952f, -0.159680f, -0.234320f, 0.061023f, |
| 0.271660f, -0.541834f, 0.570828f, -0.277254f, |
| }; |
| |
| static const float vp9_rect_part_nn_bias_16_layer0[32] = { |
| 0.045740f, 0.292685f, -0.754007f, -0.150412f, -0.006171f, 0.005915f, |
| 0.000167f, 0.322797f, -0.381793f, 0.349786f, 0.003878f, -0.307203f, |
| 0.000000f, 0.029122f, 0.000000f, 0.625494f, 0.302105f, -0.362807f, |
| -0.034002f, -0.573278f, 0.240021f, 0.083965f, 0.000000f, -0.018979f, |
| -0.147739f, -0.036990f, 0.000000f, 0.000000f, -0.026790f, -0.000036f, |
| -0.073448f, 0.398328f, |
| }; |
| |
| static const float vp9_rect_part_nn_weights_16_layer1[32 * LABELS] = { |
| 0.095090f, 0.831754f, 0.484433f, 0.472945f, 0.086165f, -0.442388f, |
| 0.176263f, -0.760247f, 0.419932f, -0.131377f, 0.075814f, 0.089844f, |
| -0.294718f, 0.299808f, -0.318435f, -0.623205f, -0.346703f, 0.494356f, |
| 0.949221f, 0.524653f, 0.044095f, 0.428540f, 0.402571f, -0.216920f, |
| 0.423915f, 1.023334f, -0.366449f, 0.395057f, 0.057576f, 0.094019f, |
| 0.247685f, -0.007200f, -0.420023f, -0.728965f, -0.063040f, -0.071321f, |
| 0.209298f, 0.486625f, -0.244375f, 0.263219f, -0.250463f, -0.260301f, |
| 0.068579f, 0.177644f, -0.155311f, -0.027606f, -0.101614f, 0.553046f, |
| -0.462729f, -0.237568f, -0.589316f, 0.045182f, 0.551759f, -0.196872f, |
| 0.183040f, 0.054341f, 0.252784f, -0.536486f, -0.024425f, 0.154942f, |
| -0.086636f, 0.360416f, 0.214773f, -0.170876f, -0.363522f, -0.464099f, |
| 0.145494f, -0.099329f, 0.343718f, 0.286427f, 0.085540f, -0.105182f, |
| 0.155543f, 0.290939f, -0.067069f, 0.228399f, 0.178247f, 0.113031f, |
| -0.067336f, 0.441062f, 0.132364f, -0.263403f, -0.263925f, -0.083613f, |
| -0.268577f, -0.204442f, 0.052526f, 0.334787f, -0.064285f, -0.197875f, |
| 0.296405f, 0.396440f, 0.033231f, 0.229087f, 0.118289f, 0.490894f, |
| -0.527582f, -0.897206f, -0.325708f, -0.433018f, -0.053989f, 0.223814f, |
| -0.352319f, 0.772440f, -0.108648f, -0.082859f, -0.342718f, 0.033022f, |
| -0.309199f, -0.560337f, 0.208476f, 0.520309f, -0.241035f, -0.560391f, |
| -1.268968f, -0.267567f, 0.129461f, -0.385547f, 0.080142f, 0.065785f, |
| -0.159324f, -0.580704f, -0.315150f, -0.224900f, -0.110807f, -0.230163f, |
| 0.307266f, 0.153446f, |
| }; |
| |
| static const float vp9_rect_part_nn_bias_16_layer1[LABELS] = { |
| -0.455437f, |
| 0.255310f, |
| 0.452974f, |
| -0.278733f, |
| }; |
| |
| static const NN_CONFIG vp9_rect_part_nnconfig_16 = { |
| FEATURES, // num_inputs |
| LABELS, // num_outputs |
| 1, // num_hidden_layers |
| { |
| 32, |
| }, // num_hidden_nodes |
| { |
| vp9_rect_part_nn_weights_16_layer0, |
| vp9_rect_part_nn_weights_16_layer1, |
| }, |
| { |
| vp9_rect_part_nn_bias_16_layer0, |
| vp9_rect_part_nn_bias_16_layer1, |
| }, |
| }; |
| |
| static const float vp9_rect_part_nn_weights_32_layer0[FEATURES * 32] = { |
| 0.735110f, -0.238477f, 0.101978f, 0.311671f, -0.123833f, 1.596506f, |
| -0.341982f, -0.480170f, -0.247587f, 0.613159f, -0.279899f, -0.740856f, |
| 0.499051f, 0.039041f, 0.056763f, 0.258874f, 0.470812f, -0.121635f, |
| -0.318852f, -0.098677f, -0.214714f, -0.159974f, -0.305400f, -0.344477f, |
| -0.260653f, -0.007737f, -0.053016f, -0.158079f, 0.151911f, -0.057685f, |
| -0.230948f, -0.165940f, -0.127591f, -0.192084f, 1.890390f, -0.315123f, |
| -0.714531f, -0.015355f, 0.186437f, 0.305504f, 0.035343f, -0.556783f, |
| 0.239364f, -0.297789f, 0.202735f, -0.707576f, 0.710250f, 0.223346f, |
| -0.291511f, 0.235778f, 0.455338f, -0.059402f, 0.084530f, -0.115117f, |
| -0.103696f, -0.192821f, 0.114579f, -0.223487f, 0.306864f, 0.021887f, |
| -0.028040f, 0.087866f, 0.038870f, -0.081742f, -0.056052f, -0.130837f, |
| 0.201058f, 0.293391f, 1.880344f, 0.339162f, 0.040928f, -0.503942f, |
| 0.476333f, 0.259272f, 0.629416f, 0.869369f, 0.622841f, 1.012843f, |
| 0.715795f, 1.958844f, -1.697462f, 0.071334f, 0.074189f, 0.014585f, |
| -0.002536f, 0.021900f, 0.151883f, 0.169501f, -0.333018f, -0.247512f, |
| -0.418575f, -0.473960f, -0.004501f, -0.280939f, -0.162188f, -0.355632f, |
| 0.136654f, -0.100967f, -0.350435f, -0.135386f, 0.037237f, 0.136982f, |
| -0.084157f, -0.073248f, 0.021792f, 0.077429f, -0.083042f, -3.169569f, |
| 0.016261f, -3.351328f, 0.021120f, -3.572247f, 0.023870f, -4.312754f, |
| 0.040973f, -0.038328f, -0.015052f, 0.017702f, 0.101427f, 0.115458f, |
| -0.304792f, 0.021826f, -0.157998f, 0.341022f, -0.013465f, 0.105076f, |
| -0.261465f, 0.318730f, 0.065701f, 0.314879f, -0.064785f, 0.282824f, |
| 0.100542f, 0.057260f, -0.003756f, -0.026214f, -0.264641f, 0.275545f, |
| -0.049201f, -0.283015f, -0.057363f, 0.183570f, 0.243161f, -0.255764f, |
| 0.099747f, -0.156157f, -0.262494f, 0.231521f, -0.262617f, -0.186096f, |
| 0.171720f, 0.018983f, -0.145545f, 0.197662f, -0.001502f, -0.267526f, |
| 0.001960f, 0.003260f, 0.045237f, -0.377174f, -0.042499f, -0.015278f, |
| -0.196779f, -0.262797f, -0.318427f, -0.126092f, -0.339723f, 0.205288f, |
| -0.544284f, -0.507896f, -0.316622f, -0.090312f, -0.250917f, -0.337263f, |
| -0.220199f, -0.296591f, -0.116816f, 0.052381f, 0.145681f, 0.016521f, |
| -0.093549f, -0.097822f, 0.023140f, -0.010346f, 0.036181f, 0.145826f, |
| -0.139123f, -0.462638f, -0.007315f, 0.156533f, -0.102787f, 0.143586f, |
| -0.092094f, -0.144220f, -0.168994f, -0.045833f, 0.021628f, -0.421794f, |
| -0.055857f, 0.217931f, -0.061937f, -0.028768f, -0.078250f, -0.426939f, |
| -0.223118f, -0.230080f, -0.194988f, -0.197673f, -0.020918f, 0.139945f, |
| 0.186951f, -0.071317f, -0.084007f, -0.138597f, 0.101950f, 0.093870f, |
| 0.153226f, 0.017799f, -0.088539f, -0.037796f, 0.340412f, 0.183305f, |
| 0.391880f, -1.127417f, 0.132762f, -0.228565f, 0.399035f, 0.017483f, |
| -0.041619f, 0.017849f, 0.092340f, 0.054204f, 0.681185f, 0.421034f, |
| 0.112520f, -0.040618f, -0.040148f, -0.360647f, 0.053555f, 0.192854f, |
| 0.076968f, -0.179224f, -0.081617f, -0.287661f, -0.191072f, -0.310227f, |
| -0.332226f, -0.039786f, -0.247795f, -0.232201f, -0.333533f, -0.077995f, |
| -0.471732f, 0.051829f, 0.090488f, 0.142465f, -0.120490f, -0.286151f, |
| -0.049117f, -0.251082f, 0.211884f, -0.223366f, 0.063565f, 0.229938f, |
| -0.059348f, -0.029573f, -0.064303f, -0.156148f, 0.086958f, -0.297613f, |
| -0.125107f, 0.062718f, 0.339137f, -0.218896f, -0.057290f, -0.236670f, |
| -0.143783f, -0.119429f, 0.242320f, -0.323464f, -0.178377f, 0.238275f, |
| -0.025042f, 0.074798f, 0.111329f, -0.299773f, -0.151748f, -0.261607f, |
| 0.215626f, 0.202243f, -0.121896f, -0.024283f, -0.293854f, -0.018232f, |
| -0.012629f, -0.199297f, -0.060595f, 0.432339f, -0.158735f, -0.028380f, |
| 0.326639f, 0.222546f, -0.218135f, -0.495955f, -0.015055f, -0.104206f, |
| -0.268823f, 0.116765f, 0.041769f, -0.187095f, 0.225090f, 0.198195f, |
| 0.001502f, -0.219212f, -0.244779f, -0.017690f, -0.033197f, -0.339813f, |
| -0.325453f, 0.002499f, -0.066113f, 0.043235f, 0.324275f, -0.630642f, |
| -1.440551f, 0.174527f, 0.124619f, -1.187345f, 1.372693f, -0.278393f, |
| -0.058673f, -0.286338f, 1.708757f, -0.325094f, -0.543172f, -0.229411f, |
| 0.169927f, 0.175064f, 0.198321f, 0.117351f, 0.220882f, 0.138078f, |
| -0.158000f, -0.286708f, 0.096046f, -0.321788f, 0.206949f, -0.014473f, |
| -0.321234f, 0.100033f, -0.108266f, 0.166824f, 0.032904f, -0.065760f, |
| -0.303896f, 0.180342f, -0.301145f, -0.352554f, 0.149089f, 0.013277f, |
| 0.256019f, -0.109770f, 1.832588f, -0.132568f, 1.527658f, -0.164252f, |
| -0.857880f, -0.242694f, -0.553797f, 0.334023f, -0.332759f, -0.166203f, |
| -0.223175f, 0.007953f, -0.175865f, -0.134590f, -0.023858f, -0.011983f, |
| 0.054403f, -0.147054f, -0.176901f, -0.166893f, -0.292662f, -0.010569f, |
| -0.041744f, -0.060398f, -0.237584f, 0.154246f, -0.083270f, -0.314016f, |
| -0.374736f, 0.100063f, 0.048401f, -0.061952f, -0.178816f, 0.157243f, |
| 0.221991f, -0.065035f, 0.098517f, -0.190704f, -0.210613f, -0.274884f, |
| -0.341442f, -0.205281f, 0.073644f, 0.130667f, 0.149194f, -0.018172f, |
| 1.796154f, -1.017806f, -0.169655f, 0.104239f, 0.344313f, 0.643042f, |
| 0.730177f, 0.270776f, 0.581631f, -1.090649f, 0.707472f, 1.411035f, |
| 0.268739f, 0.178860f, -0.062251f, -0.118611f, -0.215759f, 0.023485f, |
| -0.105320f, 0.036396f, -0.059604f, 0.090024f, 0.095224f, -0.053497f, |
| -0.084040f, 0.055836f, 0.111678f, 0.014886f, -0.178380f, 0.079662f, |
| -0.123580f, 0.057379f, -0.409844f, -0.305386f, -0.987808f, -0.291094f, |
| 0.063966f, 0.263709f, -0.337221f, 0.720093f, 0.105030f, 0.848950f, |
| 0.071835f, 0.228972f, 0.057705f, -2.154561f, -0.201303f, -0.058856f, |
| -0.020081f, 0.029375f, 0.234837f, -0.001063f, 0.042527f, 0.014567f, |
| -0.299420f, -0.289117f, 0.275219f, 0.263596f, -0.186026f, -0.111364f, |
| -0.118393f, -0.318778f, 0.010710f, -0.286836f, -0.070330f, -0.049497f, |
| 0.093162f, -0.298085f, 0.204761f, -0.206633f, -0.009057f, -0.235372f, |
| 0.185300f, -0.271814f, 0.281732f, 0.268149f, -0.018967f, 0.162748f, |
| -0.086694f, -0.063839f, -0.097473f, -0.280120f, 0.324688f, 0.157911f, |
| -0.064794f, -0.266017f, -0.305608f, -0.196854f, -0.185767f, 0.199455f, |
| 0.102264f, 0.070866f, 0.172045f, 0.266433f, -0.176167f, 0.251657f, |
| -0.239220f, 0.229667f, 0.156115f, -0.221345f, 0.270720f, 0.109367f, |
| 0.230352f, -0.384561f, -0.026329f, 0.005928f, -0.087685f, -0.097995f, |
| -0.153864f, 0.117211f, -0.226492f, -0.379832f, -0.201714f, 0.049707f, |
| -0.292120f, 0.114074f, -0.085307f, -0.485356f, -0.347405f, 0.089361f, |
| -0.419273f, -0.320764f, -0.107254f, -0.274615f, -0.292991f, 0.095602f, |
| -0.078789f, 0.138927f, 0.270813f, 0.205814f, 0.065003f, 0.169171f, |
| 0.056142f, -0.005792f, 0.059483f, 0.060149f, |
| }; |
| |
| static const float vp9_rect_part_nn_bias_32_layer0[32] = { |
| -1.749808f, 0.000000f, 0.239736f, -0.000424f, 0.431792f, -0.150833f, |
| 2.866760f, 0.000000f, 0.000000f, -0.281434f, 0.000000f, -0.150086f, |
| 0.000000f, -0.008346f, -0.204104f, -0.006581f, 0.000000f, -0.197006f, |
| 0.000000f, -0.735287f, -0.028345f, -1.180116f, -0.106524f, 0.000000f, |
| 0.075879f, -0.150966f, -2.438914f, 0.000000f, -0.011775f, -0.024204f, |
| -0.138235f, -0.123763f, |
| }; |
| |
| static const float vp9_rect_part_nn_weights_32_layer1[32 * LABELS] = { |
| 0.622235f, 0.264894f, -0.424216f, 0.103989f, 1.401192f, -0.063838f, |
| -5.216846f, 0.329234f, -0.293113f, 0.457519f, -0.271899f, 0.043771f, |
| -0.203823f, 0.573535f, -0.192703f, 0.054939f, 0.163019f, 0.124803f, |
| 0.160664f, 0.385406f, -0.091403f, 0.320204f, 0.101181f, -0.157792f, |
| -0.095555f, -0.255011f, 1.326614f, -0.138076f, -0.082434f, -0.342442f, |
| 0.184067f, -0.076395f, 0.050263f, 0.251065f, 0.291743f, 0.197838f, |
| -0.950922f, 0.280202f, 2.904905f, -0.219434f, 0.284386f, 0.375005f, |
| 0.193817f, -0.298663f, -0.255364f, -0.297545f, 0.030518f, -0.023892f, |
| -0.396120f, -0.253027f, 0.237235f, -0.550249f, -0.076817f, -0.201374f, |
| 0.292708f, 0.341936f, -0.532215f, 0.180634f, -0.943291f, -0.217179f, |
| 0.251611f, -0.306310f, 0.229054f, -0.350337f, -0.192707f, 0.146781f, |
| 0.409007f, 0.279088f, -0.307357f, 0.199059f, 2.780962f, 0.163723f, |
| -0.226445f, 0.242830f, 0.220356f, -0.057621f, 0.196677f, -0.179975f, |
| -0.314636f, 0.218271f, -0.278653f, -0.226286f, 0.034275f, -0.320149f, |
| 0.154779f, 0.074937f, -0.015650f, -0.281735f, -0.495227f, -0.075036f, |
| -0.871024f, -0.350643f, 0.343468f, 0.095665f, 0.447121f, -0.059040f, |
| 0.244757f, 0.223122f, 0.272544f, 0.129678f, -1.700183f, 0.254869f, |
| 2.528983f, 0.217362f, 0.327765f, -0.129369f, -0.003560f, -0.532537f, |
| 0.080216f, -0.739488f, -0.299813f, 0.185421f, 0.265994f, 0.152268f, |
| -0.401829f, -0.901380f, 0.347747f, -0.524845f, -0.201163f, 0.063585f, |
| -0.517479f, -0.077816f, -0.735739f, -0.161411f, -0.113607f, -0.306188f, |
| 0.190817f, -0.362567f, |
| }; |
| |
| static const float vp9_rect_part_nn_bias_32_layer1[LABELS] = { |
| -0.833530f, |
| 0.860502f, |
| 0.708645f, |
| -1.083700f, |
| }; |
| |
| static const NN_CONFIG vp9_rect_part_nnconfig_32 = { |
| FEATURES, // num_inputs |
| LABELS, // num_outputs |
| 1, // num_hidden_layers |
| { |
| 32, |
| }, // num_hidden_nodes |
| { |
| vp9_rect_part_nn_weights_32_layer0, |
| vp9_rect_part_nn_weights_32_layer1, |
| }, |
| { |
| vp9_rect_part_nn_bias_32_layer0, |
| vp9_rect_part_nn_bias_32_layer1, |
| }, |
| }; |
| |
| static const float vp9_rect_part_nn_weights_64_layer0[FEATURES * 32] = { |
| 0.029424f, -0.295893f, -0.313259f, -0.090484f, -0.104946f, 0.121361f, |
| 0.137971f, -0.137984f, -0.328158f, -0.137280f, -0.276995f, -0.153118f, |
| 0.187893f, 0.105787f, -0.236591f, -0.114325f, -0.000708f, 1.936191f, |
| 0.048491f, -0.026048f, -0.206916f, 0.830237f, -0.152354f, 0.074191f, |
| -0.153813f, 0.148942f, -0.103457f, 0.028252f, 1.758264f, -2.123016f, |
| 0.120182f, 0.049954f, 0.110450f, -0.199360f, 0.642198f, 0.040225f, |
| -0.140886f, 0.091833f, -0.122788f, 1.172115f, -0.833333f, -0.505218f, |
| 0.736050f, -0.109958f, -0.839030f, -0.399916f, 1.029718f, 0.408977f, |
| -0.836882f, 0.389683f, -1.134413f, -1.529672f, -0.146351f, 0.089298f, |
| 0.083772f, -0.697869f, 1.683311f, -0.882446f, 0.494428f, -0.122128f, |
| 0.659819f, -0.057178f, -0.915390f, -0.192412f, 0.046613f, 0.010697f, |
| 0.040782f, 0.110807f, -0.225332f, -0.327730f, -0.114825f, 0.063511f, |
| 0.050503f, 0.023602f, 0.006524f, -0.274547f, -0.607145f, -0.143812f, |
| -0.327689f, -0.333072f, -0.017138f, -0.183992f, -0.200622f, -0.262463f, |
| -0.132799f, -0.018155f, -0.534214f, -0.385994f, 0.116278f, -0.752879f, |
| -0.090734f, -0.249152f, 0.071716f, 0.029603f, -0.382456f, -0.122894f, |
| 1.349552f, -0.885192f, 0.257903f, -0.265945f, -0.045579f, 0.112247f, |
| -0.122810f, -0.258285f, -0.145427f, -0.127442f, 0.072778f, 0.072549f, |
| 0.182149f, 0.239403f, 0.167205f, -0.291616f, -0.281237f, 0.335735f, |
| 0.208511f, -0.239628f, -0.022236f, -0.177370f, 0.207808f, 0.023535f, |
| 0.137455f, 0.016406f, -0.138685f, 0.188732f, 0.205513f, 0.209787f, |
| 0.060592f, 0.239954f, -0.128341f, -0.291585f, 0.022141f, -0.311201f, |
| -0.010199f, -0.314224f, -0.351915f, -0.079775f, -0.260028f, -0.015953f, |
| 0.007404f, 0.051589f, 0.019771f, -2.337926f, 0.024596f, -2.512399f, |
| -0.023138f, -2.421380f, 0.016515f, -3.269775f, 0.026844f, -0.053660f, |
| -0.013213f, -0.029248f, 0.114357f, 0.259100f, -0.141749f, -0.106802f, |
| -0.117323f, -0.294698f, -0.316012f, -0.328013f, 0.016459f, 0.136175f, |
| 0.223327f, 0.322312f, -0.297297f, 0.118286f, -0.317197f, -0.116692f, |
| 0.262236f, -0.032443f, -0.392128f, -0.199989f, -0.383621f, 0.008347f, |
| -0.079302f, -0.005529f, 0.049261f, 0.145948f, -0.263592f, -0.317109f, |
| 0.260015f, -0.499341f, -0.171764f, -0.017815f, 0.149186f, 0.178294f, |
| -0.492198f, 0.016956f, 0.008067f, -0.057734f, -0.189979f, -0.131489f, |
| -0.163303f, 0.121378f, -0.172272f, 0.125891f, 0.120654f, 0.071314f, |
| 0.117423f, -0.242167f, 0.047170f, 0.234302f, -0.355370f, -0.336112f, |
| -0.255471f, -0.267792f, -0.135367f, -0.284411f, 0.254592f, 0.098749f, |
| 0.224989f, 0.258450f, -0.306878f, 0.153551f, -0.175806f, -0.244459f, |
| -0.274922f, 0.254346f, 0.110309f, 0.036054f, 0.095133f, -0.589646f, |
| 0.080543f, 0.154155f, 0.133797f, -0.401518f, 0.798127f, 0.066742f, |
| 1.449216f, 0.282498f, 1.210638f, -0.280643f, 0.572386f, -0.308133f, |
| -0.053143f, 0.008437f, 0.269565f, 0.347616f, 0.087180f, -0.771104f, |
| 0.200800f, 0.157578f, 0.474128f, -0.971488f, 0.193451f, 0.340339f, |
| -0.123425f, 0.560754f, -0.139621f, -0.281721f, -0.100162f, 0.250926f, |
| 0.281100f, 0.197680f, 0.138629f, 1.045823f, 0.339047f, 0.036698f, |
| -0.159210f, 0.727869f, -1.371850f, 0.116241f, -2.180194f, 0.214055f, |
| -0.213691f, 0.447957f, -1.129966f, 0.543598f, 0.147599f, 0.060034f, |
| -0.049415f, -0.095858f, 0.290599f, 0.059512f, 0.198343f, -0.211903f, |
| 0.158736f, -0.090220f, -0.221992f, 0.198320f, 0.028632f, -0.408238f, |
| -0.368266f, -0.218740f, -0.379023f, -0.173573f, -0.035179f, 0.240176f, |
| 0.237714f, -0.417132f, -0.184989f, 0.046818f, -0.016965f, -0.524012f, |
| -0.094848f, -0.225678f, 0.021766f, -0.028366f, 0.072343f, -0.039980f, |
| 0.023334f, -0.392397f, 0.164450f, -0.201650f, -0.519754f, -0.023352f, |
| -4.559466f, -0.115996f, 0.135844f, 0.152599f, -0.111570f, 1.870310f, |
| 0.003522f, 1.893098f, -0.134055f, 1.850787f, 0.085160f, -2.203354f, |
| 0.380799f, -0.074047f, 0.023760f, 0.077310f, 0.273381f, -1.163135f, |
| -0.024976f, 0.093252f, 0.011445f, -0.129009f, -2.200677f, -0.013703f, |
| -1.964109f, -0.027246f, -2.135679f, 0.049465f, -3.879032f, 0.195114f, |
| -0.018085f, 0.016755f, 0.036330f, 0.169138f, 0.003548f, -0.028565f, |
| -0.178196f, -0.020577f, -0.104330f, -0.270961f, -0.282822f, -0.228735f, |
| -0.292561f, 0.271648f, 0.129171f, 0.376168f, -0.265005f, -0.093002f, |
| -0.185514f, 0.025598f, 0.055265f, -0.212784f, -0.249005f, 0.051507f, |
| -0.267868f, 0.162227f, -0.237365f, 0.267479f, -0.051543f, -0.288800f, |
| -0.246119f, 0.216296f, 0.226888f, -0.123005f, 0.068040f, -0.096630f, |
| -0.100500f, 0.161640f, -0.349187f, -0.061229f, 0.042915f, 0.024949f, |
| -0.083086f, -0.407249f, -0.428306f, -0.381137f, -0.508822f, 0.354796f, |
| -0.612346f, -0.230076f, -0.734103f, -0.550571f, -0.318788f, -0.300091f, |
| -0.336045f, -0.494406f, -0.206900f, 0.079942f, 0.149065f, -0.533360f, |
| 0.940431f, -0.078860f, 1.418633f, -0.117527f, 1.349170f, 0.242658f, |
| 0.559328f, 0.258770f, -0.014508f, -0.204775f, -0.292631f, 0.498345f, |
| -0.274918f, 0.051670f, 0.157748f, -0.179721f, -0.183330f, -0.393550f, |
| -0.208848f, 0.060742f, -0.159654f, 0.047757f, -0.400256f, -0.084606f, |
| -0.080619f, -0.359664f, -0.078305f, -0.455653f, 0.227624f, -0.385606f, |
| -0.060326f, -0.209831f, -0.077008f, 0.148862f, 0.209908f, 0.047655f, |
| -0.342292f, -0.088375f, -0.115465f, 0.082700f, 0.036465f, -0.001792f, |
| -0.285730f, 0.114632f, 0.239254f, -0.348543f, 0.044916f, -0.299003f, |
| -0.244756f, -0.180802f, 0.314253f, -0.127788f, -0.221512f, 0.034787f, |
| -0.208388f, 0.349156f, 0.265975f, -0.068335f, 0.261372f, 0.146705f, |
| -0.098729f, 0.293699f, -0.111342f, 0.207402f, -0.038772f, 0.124135f, |
| -0.237450f, -0.191511f, -0.052240f, -0.237151f, 0.005013f, 0.139441f, |
| -0.153634f, -0.021596f, -0.036220f, -0.077873f, -0.085995f, -0.254555f, |
| -0.204382f, -0.082362f, 0.941796f, 0.253800f, -0.957468f, 0.095795f, |
| 0.122046f, -0.310364f, 0.087301f, 0.012704f, 0.193265f, -0.058303f, |
| 0.250452f, 0.835269f, 0.507383f, 0.109957f, -0.145028f, -0.114419f, |
| -0.225618f, 0.132387f, -0.063335f, -0.325776f, -0.346173f, -0.006653f, |
| -0.133534f, -0.085549f, -0.050177f, 0.173103f, 0.025421f, 0.105512f, |
| 0.258036f, 0.153116f, 0.290202f, -0.333699f, -0.072405f, -0.124069f, |
| -0.241933f, -0.313318f, 0.013623f, -0.237440f, -0.232228f, -0.170850f, |
| -0.039212f, 0.162468f, -0.330162f, -0.218462f, -0.287064f, -0.181673f, |
| -0.161059f, 0.024664f, -0.108642f, -0.231707f, 0.217994f, -1.128878f, |
| 0.093010f, 0.101513f, 0.055895f, -0.354538f, 0.844174f, 0.254335f, |
| 1.920298f, -0.230777f, 0.798144f, 0.206425f, 0.580655f, -0.177645f, |
| -0.412061f, 0.112629f, -0.476438f, 0.209436f, |
| }; |
| |
| static const float vp9_rect_part_nn_bias_64_layer0[32] = { |
| 0.000000f, 0.345406f, -0.499542f, -1.718246f, -0.147443f, -0.408843f, |
| -0.008997f, -0.107946f, 2.117510f, 0.000000f, -0.141830f, -0.049079f, |
| 0.000000f, -1.331136f, -1.417843f, -0.485054f, -0.100856f, -0.230750f, |
| -2.574372f, 2.310627f, -0.030363f, 0.000000f, -0.310119f, -1.314316f, |
| -0.108766f, -0.107918f, 0.000000f, 0.000000f, 0.093643f, 0.000000f, |
| 0.000000f, -0.902343f, |
| }; |
| |
| static const float vp9_rect_part_nn_weights_64_layer1[32 * LABELS] = { |
| 0.404567f, 1.168492f, 0.051714f, 0.827941f, 0.135334f, 0.456922f, |
| -0.370524f, 0.062865f, -3.076300f, -0.290613f, 0.280029f, -0.101778f, |
| 0.250216f, 0.347721f, 0.466400f, 0.030845f, 0.114570f, 0.089456f, |
| 1.519938f, -3.493788f, 0.264212f, -0.109125f, 0.306644f, 0.368206f, |
| -0.052168f, -0.229630f, -0.339932f, -0.080472f, 0.319845f, 0.143818f, |
| -0.172595f, 0.372777f, -0.082072f, -0.505781f, -0.288321f, -0.473028f, |
| -0.027567f, -0.034329f, -0.291965f, -0.063262f, 1.721741f, 0.118914f, |
| 0.183681f, 0.041611f, 0.266371f, 0.005896f, -0.484705f, 0.665535f, |
| -0.240945f, -0.017963f, -1.409440f, 2.031976f, 0.240327f, -0.116604f, |
| 0.273245f, -0.170570f, -0.085491f, -0.340315f, -0.209651f, -0.217460f, |
| -0.249373f, 0.009193f, 0.009467f, -0.272909f, 0.308472f, -0.551173f, |
| 0.168374f, -0.583229f, 0.140082f, -0.585715f, -0.010929f, 0.159779f, |
| 1.438104f, 0.293111f, -0.053339f, -0.101828f, -0.280573f, -0.211265f, |
| -0.323605f, -0.540908f, 0.101366f, -0.005288f, -1.517046f, 2.078767f, |
| 0.215597f, 0.144012f, 0.315888f, -0.251324f, 0.150482f, -0.137871f, |
| 0.235116f, -0.194202f, -0.153475f, -0.312384f, -0.375510f, 0.336488f, |
| -0.379837f, -1.004979f, -0.312587f, -0.406174f, 0.154290f, -0.539766f, |
| -0.230074f, 0.303564f, 0.719439f, -0.235108f, -0.204978f, 0.399229f, |
| 0.290222f, -0.278713f, -0.667069f, -0.420550f, 0.164893f, -0.459689f, |
| -1.035368f, 0.818909f, 0.275137f, -0.291006f, -0.061505f, 0.052737f, |
| -0.084871f, -0.348335f, 0.312544f, 0.120753f, -0.707222f, -0.010050f, |
| -0.137148f, -0.351765f, |
| }; |
| |
| static const float vp9_rect_part_nn_bias_64_layer1[LABELS] = { |
| -0.926768f, |
| 0.765832f, |
| 0.663683f, |
| -0.621865f, |
| }; |
| |
| static const NN_CONFIG vp9_rect_part_nnconfig_64 = { |
| FEATURES, // num_inputs |
| LABELS, // num_outputs |
| 1, // num_hidden_layers |
| { |
| 32, |
| }, // num_hidden_nodes |
| { |
| vp9_rect_part_nn_weights_64_layer0, |
| vp9_rect_part_nn_weights_64_layer1, |
| }, |
| { |
| vp9_rect_part_nn_bias_64_layer0, |
| vp9_rect_part_nn_bias_64_layer1, |
| }, |
| }; |
| #undef FEATURES |
| #undef LABELS |
| |
| #define FEATURES 7 |
| // Partition pruning model(neural nets). |
| static const float vp9_partition_nn_weights_64x64_layer0[FEATURES * 8] = { |
| -3.571348f, 0.014835f, -3.255393f, -0.098090f, -0.013120f, 0.000221f, |
| 0.056273f, 0.190179f, -0.268130f, -1.828242f, -0.010655f, 0.937244f, |
| -0.435120f, 0.512125f, 1.610679f, 0.190816f, -0.799075f, -0.377348f, |
| -0.144232f, 0.614383f, -0.980388f, 1.754150f, -0.185603f, -0.061854f, |
| -0.807172f, 1.240177f, 1.419531f, -0.438544f, -5.980774f, 0.139045f, |
| -0.032359f, -0.068887f, -1.237918f, 0.115706f, 0.003164f, 2.924212f, |
| 1.246838f, -0.035833f, 0.810011f, -0.805894f, 0.010966f, 0.076463f, |
| -4.226380f, -2.437764f, -0.010619f, -0.020935f, -0.451494f, 0.300079f, |
| -0.168961f, -3.326450f, -2.731094f, 0.002518f, 0.018840f, -1.656815f, |
| 0.068039f, 0.010586f, |
| }; |
| |
| static const float vp9_partition_nn_bias_64x64_layer0[8] = { |
| -3.469882f, 0.683989f, 0.194010f, 0.313782f, |
| -3.153335f, 2.245849f, -1.946190f, -3.740020f, |
| }; |
| |
| static const float vp9_partition_nn_weights_64x64_layer1[8] = { |
| -8.058566f, 0.108306f, -0.280620f, -0.818823f, |
| -6.445117f, 0.865364f, -1.127127f, -8.808660f, |
| }; |
| |
| static const float vp9_partition_nn_bias_64x64_layer1[1] = { |
| 6.46909416f, |
| }; |
| |
| static const NN_CONFIG vp9_partition_nnconfig_64x64 = { |
| FEATURES, // num_inputs |
| 1, // num_outputs |
| 1, // num_hidden_layers |
| { |
| 8, |
| }, // num_hidden_nodes |
| { |
| vp9_partition_nn_weights_64x64_layer0, |
| vp9_partition_nn_weights_64x64_layer1, |
| }, |
| { |
| vp9_partition_nn_bias_64x64_layer0, |
| vp9_partition_nn_bias_64x64_layer1, |
| }, |
| }; |
| |
| static const float vp9_partition_nn_weights_32x32_layer0[FEATURES * 8] = { |
| -0.295437f, -4.002648f, -0.205399f, -0.060919f, 0.708037f, 0.027221f, |
| -0.039137f, -0.907724f, -3.151662f, 0.007106f, 0.018726f, -0.534928f, |
| 0.022744f, 0.000159f, -1.717189f, -3.229031f, -0.027311f, 0.269863f, |
| -0.400747f, -0.394366f, -0.108878f, 0.603027f, 0.455369f, -0.197170f, |
| 1.241746f, -1.347820f, -0.575636f, -0.462879f, -2.296426f, 0.196696f, |
| -0.138347f, -0.030754f, -0.200774f, 0.453795f, 0.055625f, -3.163116f, |
| -0.091003f, -0.027028f, -0.042984f, -0.605185f, 0.143240f, -0.036439f, |
| -0.801228f, 0.313409f, -0.159942f, 0.031267f, 0.886454f, -1.531644f, |
| -0.089655f, 0.037683f, -0.163441f, -0.130454f, -0.058344f, 0.060011f, |
| 0.275387f, 1.552226f, |
| }; |
| |
| static const float vp9_partition_nn_bias_32x32_layer0[8] = { |
| -0.838372f, -2.609089f, -0.055763f, 1.329485f, |
| -1.297638f, -2.636622f, -0.826909f, 1.012644f, |
| }; |
| |
| static const float vp9_partition_nn_weights_32x32_layer1[8] = { |
| -1.792632f, -7.322353f, -0.683386f, 0.676564f, |
| -1.488118f, -7.527719f, 1.240163f, 0.614309f, |
| }; |
| |
| static const float vp9_partition_nn_bias_32x32_layer1[1] = { |
| 4.97422546f, |
| }; |
| |
| static const NN_CONFIG vp9_partition_nnconfig_32x32 = { |
| FEATURES, // num_inputs |
| 1, // num_outputs |
| 1, // num_hidden_layers |
| { |
| 8, |
| }, // num_hidden_nodes |
| { |
| vp9_partition_nn_weights_32x32_layer0, |
| vp9_partition_nn_weights_32x32_layer1, |
| }, |
| { |
| vp9_partition_nn_bias_32x32_layer0, |
| vp9_partition_nn_bias_32x32_layer1, |
| }, |
| }; |
| |
| static const float vp9_partition_nn_weights_16x16_layer0[FEATURES * 8] = { |
| -1.717673f, -4.718130f, -0.125725f, -0.183427f, -0.511764f, 0.035328f, |
| 0.130891f, -3.096753f, 0.174968f, -0.188769f, -0.640796f, 1.305661f, |
| 1.700638f, -0.073806f, -4.006781f, -1.630999f, -0.064863f, -0.086410f, |
| -0.148617f, 0.172733f, -0.018619f, 2.152595f, 0.778405f, -0.156455f, |
| 0.612995f, -0.467878f, 0.152022f, -0.236183f, 0.339635f, -0.087119f, |
| -3.196610f, -1.080401f, -0.637704f, -0.059974f, 1.706298f, -0.793705f, |
| -6.399260f, 0.010624f, -0.064199f, -0.650621f, 0.338087f, -0.001531f, |
| 1.023655f, -3.700272f, -0.055281f, -0.386884f, 0.375504f, -0.898678f, |
| 0.281156f, -0.314611f, 0.863354f, -0.040582f, -0.145019f, 0.029329f, |
| -2.197880f, -0.108733f, |
| }; |
| |
| static const float vp9_partition_nn_bias_16x16_layer0[8] = { |
| 0.411516f, -2.143737f, -3.693192f, 2.123142f, |
| -1.356910f, -3.561016f, -0.765045f, -2.417082f, |
| }; |
| |
| static const float vp9_partition_nn_weights_16x16_layer1[8] = { |
| -0.619755f, -2.202391f, -4.337171f, 0.611319f, |
| 0.377677f, -4.998723f, -1.052235f, 1.949922f, |
| }; |
| |
| static const float vp9_partition_nn_bias_16x16_layer1[1] = { |
| 3.20981717f, |
| }; |
| |
| static const NN_CONFIG vp9_partition_nnconfig_16x16 = { |
| FEATURES, // num_inputs |
| 1, // num_outputs |
| 1, // num_hidden_layers |
| { |
| 8, |
| }, // num_hidden_nodes |
| { |
| vp9_partition_nn_weights_16x16_layer0, |
| vp9_partition_nn_weights_16x16_layer1, |
| }, |
| { |
| vp9_partition_nn_bias_16x16_layer0, |
| vp9_partition_nn_bias_16x16_layer1, |
| }, |
| }; |
| #undef FEATURES |
| |
| #if CONFIG_ML_VAR_PARTITION |
| #define FEATURES 6 |
| static const float vp9_var_part_nn_weights_64_layer0[FEATURES * 8] = { |
| -0.249572f, 0.205532f, -2.175608f, 1.094836f, -2.986370f, 0.193160f, |
| -0.143823f, 0.378511f, -1.997788f, -2.166866f, -1.930158f, -1.202127f, |
| -0.611875f, -0.506422f, -0.432487f, 0.071205f, 0.578172f, -0.154285f, |
| -0.051830f, 0.331681f, -1.457177f, -2.443546f, -2.000302f, -1.389283f, |
| 0.372084f, -0.464917f, 2.265235f, 2.385787f, 2.312722f, 2.127868f, |
| -0.403963f, -0.177860f, -0.436751f, -0.560539f, 0.254903f, 0.193976f, |
| -0.305611f, 0.256632f, 0.309388f, -0.437439f, 1.702640f, -5.007069f, |
| -0.323450f, 0.294227f, 1.267193f, 1.056601f, 0.387181f, -0.191215f, |
| }; |
| |
| static const float vp9_var_part_nn_bias_64_layer0[8] = { |
| -0.044396f, -0.938166f, 0.000000f, -0.916375f, |
| 1.242299f, 0.000000f, -0.405734f, 0.014206f, |
| }; |
| |
| static const float vp9_var_part_nn_weights_64_layer1[8] = { |
| 1.635945f, 0.979557f, 0.455315f, 1.197199f, |
| -2.251024f, -0.464953f, 1.378676f, -0.111927f, |
| }; |
| |
| static const float vp9_var_part_nn_bias_64_layer1[1] = { |
| -0.37972447f, |
| }; |
| |
| static const NN_CONFIG vp9_var_part_nnconfig_64 = { |
| FEATURES, // num_inputs |
| 1, // num_outputs |
| 1, // num_hidden_layers |
| { |
| 8, |
| }, // num_hidden_nodes |
| { |
| vp9_var_part_nn_weights_64_layer0, |
| vp9_var_part_nn_weights_64_layer1, |
| }, |
| { |
| vp9_var_part_nn_bias_64_layer0, |
| vp9_var_part_nn_bias_64_layer1, |
| }, |
| }; |
| |
| static const float vp9_var_part_nn_weights_32_layer0[FEATURES * 8] = { |
| 0.067243f, -0.083598f, -2.191159f, 2.726434f, -3.324013f, 3.477977f, |
| 0.323736f, -0.510199f, 2.960693f, 2.937661f, 2.888476f, 2.938315f, |
| -0.307602f, -0.503353f, -0.080725f, -0.473909f, -0.417162f, 0.457089f, |
| 0.665153f, -0.273210f, 0.028279f, 0.972220f, -0.445596f, 1.756611f, |
| -0.177892f, -0.091758f, 0.436661f, -0.521506f, 0.133786f, 0.266743f, |
| 0.637367f, -0.160084f, -1.396269f, 1.020841f, -1.112971f, 0.919496f, |
| -0.235883f, 0.651954f, 0.109061f, -0.429463f, 0.740839f, -0.962060f, |
| 0.299519f, -0.386298f, 1.550231f, 2.464915f, 1.311969f, 2.561612f, |
| }; |
| |
| static const float vp9_var_part_nn_bias_32_layer0[8] = { |
| 0.368242f, 0.736617f, 0.000000f, 0.757287f, |
| 0.000000f, 0.613248f, -0.776390f, 0.928497f, |
| }; |
| |
| static const float vp9_var_part_nn_weights_32_layer1[8] = { |
| 0.939884f, -2.420850f, -0.410489f, -0.186690f, |
| 0.063287f, -0.522011f, 0.484527f, -0.639625f, |
| }; |
| |
| static const float vp9_var_part_nn_bias_32_layer1[1] = { |
| -0.6455006f, |
| }; |
| |
| static const NN_CONFIG vp9_var_part_nnconfig_32 = { |
| FEATURES, // num_inputs |
| 1, // num_outputs |
| 1, // num_hidden_layers |
| { |
| 8, |
| }, // num_hidden_nodes |
| { |
| vp9_var_part_nn_weights_32_layer0, |
| vp9_var_part_nn_weights_32_layer1, |
| }, |
| { |
| vp9_var_part_nn_bias_32_layer0, |
| vp9_var_part_nn_bias_32_layer1, |
| }, |
| }; |
| |
| static const float vp9_var_part_nn_weights_16_layer0[FEATURES * 8] = { |
| 0.742567f, -0.580624f, -0.244528f, 0.331661f, -0.113949f, -0.559295f, |
| -0.386061f, 0.438653f, 1.467463f, 0.211589f, 0.513972f, 1.067855f, |
| -0.876679f, 0.088560f, -0.687483f, -0.380304f, -0.016412f, 0.146380f, |
| 0.015318f, 0.000351f, -2.764887f, 3.269717f, 2.752428f, -2.236754f, |
| 0.561539f, -0.852050f, -0.084667f, 0.202057f, 0.197049f, 0.364922f, |
| -0.463801f, 0.431790f, 1.872096f, -0.091887f, -0.055034f, 2.443492f, |
| -0.156958f, -0.189571f, -0.542424f, -0.589804f, -0.354422f, 0.401605f, |
| 0.642021f, -0.875117f, 2.040794f, 1.921070f, 1.792413f, 1.839727f, |
| }; |
| |
| static const float vp9_var_part_nn_bias_16_layer0[8] = { |
| 2.901234f, -1.940932f, -0.198970f, -0.406524f, |
| 0.059422f, -1.879207f, -0.232340f, 2.979821f, |
| }; |
| |
| static const float vp9_var_part_nn_weights_16_layer1[8] = { |
| -0.528731f, 0.375234f, -0.088422f, 0.668629f, |
| 0.870449f, 0.578735f, 0.546103f, -1.957207f, |
| }; |
| |
| static const float vp9_var_part_nn_bias_16_layer1[1] = { |
| -1.95769405f, |
| }; |
| |
| static const NN_CONFIG vp9_var_part_nnconfig_16 = { |
| FEATURES, // num_inputs |
| 1, // num_outputs |
| 1, // num_hidden_layers |
| { |
| 8, |
| }, // num_hidden_nodes |
| { |
| vp9_var_part_nn_weights_16_layer0, |
| vp9_var_part_nn_weights_16_layer1, |
| }, |
| { |
| vp9_var_part_nn_bias_16_layer0, |
| vp9_var_part_nn_bias_16_layer1, |
| }, |
| }; |
| #undef FEATURES |
| #endif // CONFIG_ML_VAR_PARTITION |
| |
| #define FEATURES 6 |
| #define LABELS 1 |
| static const float vp9_var_rd_part_nn_weights_64_layer0[FEATURES * 8] = { |
| -0.100129f, 0.128867f, -1.375086f, -2.268096f, -1.470368f, -2.296274f, |
| 0.034445f, -0.062993f, -2.151904f, 0.523215f, 1.611269f, 1.530051f, |
| 0.418182f, -1.330239f, 0.828388f, 0.386546f, -0.026188f, -0.055459f, |
| -0.474437f, 0.861295f, -2.208743f, -0.652991f, -2.985873f, -1.728956f, |
| 0.388052f, -0.420720f, 2.015495f, 1.280342f, 3.040914f, 1.760749f, |
| -0.009062f, 0.009623f, 1.579270f, -2.012891f, 1.629662f, -1.796016f, |
| -0.279782f, -0.288359f, 1.875618f, 1.639855f, 0.903020f, 0.906438f, |
| 0.553394f, -1.621589f, 0.185063f, 0.605207f, -0.133560f, 0.588689f, |
| }; |
| |
| static const float vp9_var_rd_part_nn_bias_64_layer0[8] = { |
| 0.659717f, 0.120912f, 0.329894f, -1.586385f, |
| 1.715839f, 0.085754f, 2.038774f, 0.268119f, |
| }; |
| |
| static const float vp9_var_rd_part_nn_weights_64_layer1[8 * LABELS] = { |
| -3.445586f, 2.375620f, 1.236970f, 0.804030f, |
| -2.448384f, 2.827254f, 2.291478f, 0.790252f, |
| }; |
| |
| static const float vp9_var_rd_part_nn_bias_64_layer1[LABELS] = { |
| -1.16608453f, |
| }; |
| |
| static const NN_CONFIG vp9_var_rd_part_nnconfig_64 = { |
| FEATURES, // num_inputs |
| LABELS, // num_outputs |
| 1, // num_hidden_layers |
| { |
| 8, |
| }, // num_hidden_nodes |
| { |
| vp9_var_rd_part_nn_weights_64_layer0, |
| vp9_var_rd_part_nn_weights_64_layer1, |
| }, |
| { |
| vp9_var_rd_part_nn_bias_64_layer0, |
| vp9_var_rd_part_nn_bias_64_layer1, |
| }, |
| }; |
| |
| static const float vp9_var_rd_part_nn_weights_32_layer0[FEATURES * 8] = { |
| 0.022420f, -0.032201f, 1.228065f, -2.767655f, 1.928743f, 0.566863f, |
| 0.459229f, 0.422048f, 0.833395f, 0.822960f, -0.232227f, 0.586895f, |
| 0.442856f, -0.018564f, 0.227672f, -1.291306f, 0.119428f, -0.776563f, |
| -0.042947f, 0.183129f, 0.592231f, 1.174859f, -0.503868f, 0.270102f, |
| -0.330537f, -0.036340f, 1.144630f, 1.783710f, 1.216929f, 2.038085f, |
| 0.373782f, -0.430258f, 1.957002f, 1.383908f, 2.012261f, 1.585693f, |
| -0.394399f, -0.337523f, -0.238335f, 0.007819f, -0.368294f, 0.437875f, |
| -0.318923f, -0.242000f, 2.276263f, 1.501432f, 0.645706f, 0.344774f, |
| }; |
| |
| static const float vp9_var_rd_part_nn_bias_32_layer0[8] = { |
| -0.023846f, -1.348117f, 1.365007f, -1.644164f, |
| 0.062992f, 1.257980f, -0.098642f, 1.388472f, |
| }; |
| |
| static const float vp9_var_rd_part_nn_weights_32_layer1[8 * LABELS] = { |
| 3.016729f, 0.622684f, -1.021302f, 1.490383f, |
| 1.702046f, -2.964618f, 0.689045f, 1.711754f, |
| }; |
| |
| static const float vp9_var_rd_part_nn_bias_32_layer1[LABELS] = { |
| -1.28798676f, |
| }; |
| |
| static const NN_CONFIG vp9_var_rd_part_nnconfig_32 = { |
| FEATURES, // num_inputs |
| LABELS, // num_outputs |
| 1, // num_hidden_layers |
| { |
| 8, |
| }, // num_hidden_nodes |
| { |
| vp9_var_rd_part_nn_weights_32_layer0, |
| vp9_var_rd_part_nn_weights_32_layer1, |
| }, |
| { |
| vp9_var_rd_part_nn_bias_32_layer0, |
| vp9_var_rd_part_nn_bias_32_layer1, |
| }, |
| }; |
| |
| static const float vp9_var_rd_part_nn_weights_16_layer0[FEATURES * 8] = { |
| -0.726813f, -0.026748f, 1.376946f, 1.467961f, 1.961810f, 1.690412f, |
| 0.596484f, -0.261486f, -0.310905f, -0.366311f, -1.300086f, -0.534336f, |
| 0.040520f, -0.032391f, -1.194214f, 2.438063f, -3.915334f, 1.997270f, |
| 0.673696f, -0.676393f, 1.654886f, 1.553838f, 1.129691f, 1.360201f, |
| 0.255001f, 0.336442f, -0.487759f, -0.634555f, 0.479170f, -0.110475f, |
| -0.661852f, -0.158872f, -0.350243f, -0.303957f, -0.045018f, 0.586151f, |
| -0.262463f, 0.228079f, -1.688776f, -1.594502f, -2.261078f, -1.802535f, |
| 0.034748f, -0.028476f, 2.713258f, 0.212446f, -1.529202f, -2.560178f, |
| }; |
| |
| static const float vp9_var_rd_part_nn_bias_16_layer0[8] = { |
| 0.495983f, 1.858545f, 0.162974f, 1.992247f, |
| -2.698863f, 0.110020f, 0.550830f, 0.420941f, |
| }; |
| |
| static const float vp9_var_rd_part_nn_weights_16_layer1[8 * LABELS] = { |
| 1.768409f, -1.394240f, 1.076846f, -1.762808f, |
| 1.517405f, 0.535195f, -0.426827f, 1.002272f, |
| }; |
| |
| static const float vp9_var_rd_part_nn_bias_16_layer1[LABELS] = { |
| -1.65894794f, |
| }; |
| |
| static const NN_CONFIG vp9_var_rd_part_nnconfig_16 = { |
| FEATURES, // num_inputs |
| LABELS, // num_outputs |
| 1, // num_hidden_layers |
| { |
| 8, |
| }, // num_hidden_nodes |
| { |
| vp9_var_rd_part_nn_weights_16_layer0, |
| vp9_var_rd_part_nn_weights_16_layer1, |
| }, |
| { |
| vp9_var_rd_part_nn_bias_16_layer0, |
| vp9_var_rd_part_nn_bias_16_layer1, |
| }, |
| }; |
| |
| static const float vp9_var_rd_part_nn_weights_8_layer0[FEATURES * 8] = { |
| -0.804900f, -1.214983f, 0.840202f, 0.686566f, 0.155804f, 0.025542f, |
| -1.244635f, -0.368403f, 0.364150f, 1.081073f, 0.552387f, 0.452715f, |
| 0.652968f, -0.293058f, 0.048967f, 0.021240f, -0.662981f, 0.424700f, |
| 0.008293f, -0.013088f, 0.747007f, -1.453907f, -1.498226f, 1.593252f, |
| -0.239557f, -0.143766f, 0.064311f, 1.320998f, -0.477411f, 0.026374f, |
| 0.730884f, -0.675124f, 0.965521f, 0.863658f, 0.809186f, 0.812280f, |
| 0.513131f, 0.185102f, 0.211354f, 0.793666f, 0.121714f, -0.015383f, |
| -0.650980f, -0.046581f, 0.911141f, 0.806319f, 0.974773f, 0.815893f, |
| }; |
| |
| static const float vp9_var_rd_part_nn_bias_8_layer0[8] = { |
| 0.176134f, 0.651308f, 2.007761f, 0.068812f, |
| 1.061517f, 1.487161f, -2.308147f, 1.099828f, |
| }; |
| |
| static const float vp9_var_rd_part_nn_weights_8_layer1[8 * LABELS] = { |
| 0.683032f, 1.326393f, -1.661539f, 1.438920f, |
| 1.118023f, -2.237380f, 1.518468f, 2.010416f, |
| }; |
| |
| static const float vp9_var_rd_part_nn_bias_8_layer1[LABELS] = { |
| -1.65423989f, |
| }; |
| |
| static const NN_CONFIG vp9_var_rd_part_nnconfig_8 = { |
| FEATURES, // num_inputs |
| LABELS, // num_outputs |
| 1, // num_hidden_layers |
| { |
| 8, |
| }, // num_hidden_nodes |
| { |
| vp9_var_rd_part_nn_weights_8_layer0, |
| vp9_var_rd_part_nn_weights_8_layer1, |
| }, |
| { |
| vp9_var_rd_part_nn_bias_8_layer0, |
| vp9_var_rd_part_nn_bias_8_layer1, |
| }, |
| }; |
| #undef FEATURES |
| #undef LABELS |
| |
| // Partition pruning model(linear). |
| static const float vp9_partition_feature_mean[24] = { |
| 303501.697372f, 3042630.372158f, 24.694696f, 1.392182f, |
| 689.413511f, 162.027012f, 1.478213f, 0.0, |
| 135382.260230f, 912738.513263f, 28.845217f, 1.515230f, |
| 544.158492f, 131.807995f, 1.436863f, 0.0f, |
| 43682.377587f, 208131.711766f, 28.084737f, 1.356677f, |
| 138.254122f, 119.522553f, 1.252322f, 0.0f, |
| }; |
| |
| static const float vp9_partition_feature_std[24] = { |
| 673689.212982f, 5996652.516628f, 0.024449f, 1.989792f, |
| 985.880847f, 0.014638f, 2.001898f, 0.0f, |
| 208798.775332f, 1812548.443284f, 0.018693f, 1.838009f, |
| 396.986910f, 0.015657f, 1.332541f, 0.0f, |
| 55888.847031f, 448587.962714f, 0.017900f, 1.904776f, |
| 98.652832f, 0.016598f, 1.320992f, 0.0f, |
| }; |
| |
| // Error tolerance: 0.01%-0.0.05%-0.1% |
| static const float vp9_partition_linear_weights[24] = { |
| 0.111736f, 0.289977f, 0.042219f, 0.204765f, 0.120410f, -0.143863f, |
| 0.282376f, 0.847811f, 0.637161f, 0.131570f, 0.018636f, 0.202134f, |
| 0.112797f, 0.028162f, 0.182450f, 1.124367f, 0.386133f, 0.083700f, |
| 0.050028f, 0.150873f, 0.061119f, 0.109318f, 0.127255f, 0.625211f, |
| }; |
| |
| #ifdef __cplusplus |
| } // extern "C" |
| #endif |
| |
| #endif // VPX_VP9_ENCODER_VP9_PARTITION_MODELS_H_ |
