1 /* 2 * Copyright (c) 2016, Alliance for Open Media. All rights reserved 3 * 4 * This source code is subject to the terms of the BSD 2 Clause License and 5 * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License 6 * was not distributed with this source code in the LICENSE file, you can 7 * obtain it at www.aomedia.org/license/software. If the Alliance for Open 8 * Media Patent License 1.0 was not distributed with this source code in the 9 * PATENTS file, you can obtain it at www.aomedia.org/license/patent. 10 */ 11 12 #ifndef AOM_AV1_ENCODER_TX_PRUNE_MODEL_WEIGHTS_H_ 13 #define AOM_AV1_ENCODER_TX_PRUNE_MODEL_WEIGHTS_H_ 14 15 #ifdef __cplusplus 16 extern "C" { 17 #endif 18 19 #include "av1/encoder/ml.h" 20 21 // Tx type model for 4x4 block. 22 static const float av1_tx_type_nn_weights_4x4_hor_layer0[32] = { 23 -1.64947f, -1.54497f, -1.62832f, -0.17774f, -2.89498f, -0.72498f, 0.72036f, 24 0.17996f, 1.20000f, -0.27654f, 0.77396f, 1.21684f, -1.75909f, -0.51272f, 25 -1.25923f, 0.35005f, -0.04257f, -0.23389f, -0.41841f, -0.08229f, 0.09503f, 26 2.73144f, -0.16875f, -0.23482f, 0.02194f, -0.26427f, 0.28049f, 0.21260f, 27 1.35792f, 0.27733f, 0.88660f, -0.68304f, 28 }; 29 30 static const float av1_tx_type_nn_bias_4x4_hor_layer0[8] = { 31 1.38742f, 0.59540f, -1.37622f, 1.92114f, 32 0.00000f, -0.38998f, -0.32726f, -0.15650f, 33 }; 34 35 static const float av1_tx_type_nn_weights_4x4_hor_layer1[32] = { 36 1.65254f, 1.00915f, -0.89318f, -2.05142f, -0.23235f, 0.96781f, -0.37145f, 37 -0.21056f, 1.13891f, 0.38675f, 0.87739f, -1.42697f, 0.48015f, 0.61883f, 38 -0.03979f, 0.11487f, 0.48042f, 0.45200f, -0.23242f, 0.75166f, 0.55458f, 39 0.39452f, -0.35285f, 1.59120f, -1.49221f, -0.48349f, -0.64692f, 1.49297f, 40 -0.26782f, -0.65416f, -0.10648f, 0.05568f, 41 }; 42 43 static const float av1_tx_type_nn_bias_4x4_hor_layer1[4] = { 44 4.07177f, 45 3.26961f, 46 0.58083f, 47 1.21199f, 48 }; 49 50 static const NN_CONFIG av1_tx_type_nnconfig_4x4_hor = { 51 4, // num_inputs 52 4, // num_outputs 53 1, // num_hidden_layers 54 { 55 8, 56 }, // num_hidden_nodes 57 { av1_tx_type_nn_weights_4x4_hor_layer0, 58 av1_tx_type_nn_weights_4x4_hor_layer1 }, 59 { av1_tx_type_nn_bias_4x4_hor_layer0, av1_tx_type_nn_bias_4x4_hor_layer1 } 60 }; 61 62 static const float av1_tx_type_nn_weights_4x4_ver_layer0[32] = { 63 -0.02032f, 2.61610f, 0.02098f, -0.30217f, 0.12637f, 0.11017f, -3.01996f, 64 0.35144f, 1.93776f, -0.20463f, 1.64102f, -1.41986f, -3.66717f, -0.51655f, 65 0.43910f, 0.37778f, -1.02634f, 0.85337f, -0.69753f, 1.00206f, 2.11784f, 66 1.89427f, 1.92919f, 0.43201f, -1.67358f, -1.67035f, -1.54623f, 0.16714f, 67 -0.06589f, -0.28142f, -0.33118f, 1.72227f, 68 }; 69 70 static const float av1_tx_type_nn_bias_4x4_ver_layer0[8] = { 71 -0.33685f, 0.22025f, 0.28140f, 0.56138f, 72 0.93489f, -1.77048f, 1.34989f, -0.93747f, 73 }; 74 75 static const float av1_tx_type_nn_weights_4x4_ver_layer1[32] = { 76 -1.39506f, -1.06271f, -1.10886f, -1.69719f, 0.19699f, -2.39850f, -1.26457f, 77 0.75328f, -1.26005f, -0.82738f, -0.12015f, -1.02702f, 1.40828f, -2.37739f, 78 -0.65639f, -0.71992f, -0.90453f, -1.12510f, -2.41362f, -1.16061f, -1.85577f, 79 -0.99165f, -1.91366f, 0.16785f, 0.34776f, 0.58154f, -0.18217f, -0.29257f, 80 -0.86315f, -0.53336f, 0.30320f, -1.32331f, 81 }; 82 83 static const float av1_tx_type_nn_bias_4x4_ver_layer1[4] = { 84 -1.31519f, 85 -3.26321f, 86 1.71794f, 87 -1.90778f, 88 }; 89 90 static const NN_CONFIG av1_tx_type_nnconfig_4x4_ver = { 91 4, // num_inputs 92 4, // num_outputs 93 1, // num_hidden_layers 94 { 95 8, 96 }, // num_hidden_nodes 97 { av1_tx_type_nn_weights_4x4_ver_layer0, 98 av1_tx_type_nn_weights_4x4_ver_layer1 }, 99 { av1_tx_type_nn_bias_4x4_ver_layer0, av1_tx_type_nn_bias_4x4_ver_layer1 } 100 }; 101 /******************************************************************************/ 102 103 // Tx type model for 4x8 block. 104 static const float av1_tx_type_nn_weights_4x8_hor_layer0[32] = { 105 0.00218f, -0.41880f, -0.61215f, -0.92588f, 0.54291f, -0.10898f, 0.70691f, 106 0.46819f, -1.61598f, -0.08834f, -0.96839f, 1.18489f, -0.45171f, -0.65445f, 107 -0.32179f, -0.10399f, 1.04379f, 0.91895f, 0.85589f, 0.08267f, 1.35388f, 108 -2.03096f, 0.08168f, -0.06372f, -0.26732f, -0.48262f, -0.08682f, 2.44071f, 109 -1.35896f, -1.17121f, 1.68866f, 0.10357f, 110 }; 111 112 static const float av1_tx_type_nn_bias_4x8_hor_layer0[8] = { 113 2.93391f, 0.66831f, -0.21419f, 0.00000f, 114 -0.72878f, 0.15127f, -1.46755f, 0.16658f, 115 }; 116 117 static const float av1_tx_type_nn_weights_4x8_hor_layer1[32] = { 118 -1.52077f, -1.06243f, 0.35319f, -0.49207f, 0.54524f, 0.44271f, 1.37117f, 119 -0.38957f, -1.28889f, -0.57133f, 0.04658f, 0.62278f, 0.37984f, 0.33247f, 120 1.65547f, -0.56806f, -1.38645f, -0.76258f, 0.67926f, 0.08783f, -0.01443f, 121 0.34950f, 1.45812f, -0.51332f, -1.41331f, -0.16453f, 0.05755f, 0.31405f, 122 -0.50191f, 0.18219f, 1.83664f, -0.75276f, 123 }; 124 125 static const float av1_tx_type_nn_bias_4x8_hor_layer1[4] = { 126 -1.17455f, 127 -2.26089f, 128 -1.79863f, 129 -2.26333f, 130 }; 131 132 static const NN_CONFIG av1_tx_type_nnconfig_4x8_hor = { 133 4, // num_inputs 134 4, // num_outputs 135 1, // num_hidden_layers 136 { 137 8, 138 }, // num_hidden_nodes 139 { av1_tx_type_nn_weights_4x8_hor_layer0, 140 av1_tx_type_nn_weights_4x8_hor_layer1 }, 141 { av1_tx_type_nn_bias_4x8_hor_layer0, av1_tx_type_nn_bias_4x8_hor_layer1 } 142 }; 143 144 static const float av1_tx_type_nn_weights_4x8_ver_layer0[128] = { 145 -0.00952f, -0.98858f, -0.93181f, 1.39594f, 0.96559f, 0.18162f, -0.76064f, 146 -0.06066f, 0.07907f, -0.09365f, -0.21313f, -0.02187f, -2.61707f, -2.68702f, 147 -0.10982f, 0.18559f, 1.17049f, 1.11387f, 1.12697f, 1.05804f, 1.12764f, 148 1.06318f, 1.12052f, 0.17406f, 1.83157f, 0.19362f, 0.46910f, 0.39608f, 149 0.33342f, 0.40083f, 0.27645f, 1.06864f, -4.06645f, -0.38775f, -0.11070f, 150 0.03781f, -0.09141f, 0.06185f, -0.04852f, 0.20163f, 0.16784f, 0.16641f, 151 -0.50941f, -0.61087f, 2.07008f, -0.82381f, -0.85558f, 0.05528f, -0.10535f, 152 -2.81150f, 0.67038f, 0.43643f, 0.49062f, -0.04465f, 0.90438f, 0.00977f, 153 0.46272f, 1.59751f, 0.95234f, 0.35086f, 0.85624f, 0.73149f, 1.67779f, 154 -2.21511f, -1.24746f, -1.09014f, -0.92441f, -1.22591f, -1.06961f, -0.95897f, 155 -1.24956f, 0.73797f, 1.23275f, -0.60064f, -0.07851f, 0.14397f, 0.22110f, 156 -0.04422f, 0.14350f, 0.75926f, 0.35032f, 0.48104f, 2.81408f, 0.34662f, 157 0.42090f, 0.35521f, -1.36804f, -0.14974f, -0.47696f, -0.07892f, 0.36910f, 158 0.32299f, 0.23916f, 0.06032f, -0.17844f, -0.17558f, -1.42746f, -0.55828f, 159 -1.00418f, -0.64823f, -0.73654f, -0.85197f, -1.50989f, 1.69385f, -0.04973f, 160 -0.09273f, 1.04249f, 0.79235f, 1.13229f, 0.99617f, 0.03851f, 0.56334f, 161 0.90795f, 1.08296f, 0.58519f, 1.74765f, 0.63971f, 1.35951f, 0.07803f, 162 -0.05127f, 0.26514f, -0.84629f, -0.66343f, -2.10630f, 0.11017f, 2.18528f, 163 -0.21958f, 0.05970f, 164 }; 165 166 static const float av1_tx_type_nn_bias_4x8_ver_layer0[16] = { 167 0.04205f, 0.22260f, -1.03870f, -1.19568f, 0.44283f, 0.01143f, 168 0.00235f, 4.26772f, 0.44364f, -0.33199f, -0.39076f, -0.35129f, 169 0.08288f, 0.18195f, -0.79890f, 0.10047f, 170 }; 171 172 static const float av1_tx_type_nn_weights_4x8_ver_layer1[64] = { 173 -0.38193f, -0.12095f, 1.57802f, 0.34932f, -0.47333f, -0.12304f, -0.01736f, 174 -2.52445f, 0.18983f, -0.64707f, -0.60889f, -0.53750f, 0.91666f, -0.62823f, 175 -0.13377f, -0.43594f, -0.38618f, -0.01328f, 0.97457f, 1.48589f, -1.03238f, 176 -0.33459f, -0.35108f, -2.42417f, 0.60229f, 0.06824f, -0.75495f, 0.26902f, 177 0.65311f, -0.23887f, -0.44604f, -0.55800f, -0.33842f, 0.04259f, -0.59589f, 178 0.49738f, -0.62301f, -0.30896f, -0.29602f, -2.57052f, 2.00943f, -0.66490f, 179 -0.76312f, 0.28256f, 1.06311f, -0.38364f, -0.63508f, -0.57609f, -0.88765f, 180 -1.04403f, -0.46531f, 0.34084f, -1.20498f, -0.68352f, -0.72251f, -2.63242f, 181 -0.68736f, -0.37904f, -1.32371f, 0.47288f, 1.51904f, 0.78372f, -1.01830f, 182 -1.01848f, 183 }; 184 185 static const float av1_tx_type_nn_bias_4x8_ver_layer1[4] = { 186 -1.45955f, 187 -2.08949f, 188 -1.24813f, 189 -1.55368f, 190 }; 191 192 static const NN_CONFIG av1_tx_type_nnconfig_4x8_ver = { 193 8, // num_inputs 194 4, // num_outputs 195 1, // num_hidden_layers 196 { 197 16, 198 }, // num_hidden_nodes 199 { av1_tx_type_nn_weights_4x8_ver_layer0, 200 av1_tx_type_nn_weights_4x8_ver_layer1 }, 201 { av1_tx_type_nn_bias_4x8_ver_layer0, av1_tx_type_nn_bias_4x8_ver_layer1 } 202 }; 203 /******************************************************************************/ 204 205 // Tx type model for 8x4 block. 206 static const float av1_tx_type_nn_weights_8x4_hor_layer0[128] = { 207 -0.22492f, 0.13341f, -4.03243f, -0.64015f, 0.02783f, 0.60466f, -0.13335f, 208 0.16828f, 0.12336f, 0.52904f, 1.18455f, -0.32425f, 0.13052f, 0.93810f, 209 -3.71165f, 0.02990f, -4.63558f, 0.05666f, 0.03524f, -0.07449f, -0.44006f, 210 -0.33215f, -0.33713f, 0.08097f, 0.60873f, 0.29582f, 0.21696f, -0.78729f, 211 -0.16757f, -0.26567f, -0.00720f, -1.11226f, 1.58189f, 1.58463f, 1.48536f, 212 1.54374f, 1.60069f, 1.46125f, 1.53932f, 0.05974f, -1.82192f, 0.47043f, 213 0.38090f, 0.20833f, -0.05637f, 0.05183f, 0.01323f, -0.25662f, 0.78634f, 214 -0.55069f, -0.02975f, -1.29294f, -0.77192f, -2.34299f, -1.28074f, 0.77894f, 215 -1.69740f, -1.66032f, -1.44323f, -1.55063f, -1.50845f, -1.23690f, -1.80663f, 216 0.75079f, 2.32551f, 0.05878f, 0.80438f, 0.88584f, 0.69153f, 0.89060f, 217 0.73660f, 0.87259f, -0.00745f, -1.30044f, -0.59430f, 2.07270f, 1.03307f, 218 -0.84697f, -1.19393f, 0.17549f, -0.24978f, -3.67234f, 0.20781f, -0.53946f, 219 -0.05068f, 0.88274f, 1.30371f, 0.10288f, 0.07585f, 0.12259f, -0.30815f, 220 0.25437f, -2.82096f, -2.69482f, 0.02370f, 0.12500f, -0.21019f, -0.49220f, 221 0.03638f, -0.29795f, 0.28645f, -0.48432f, -0.38584f, -0.32148f, -0.47197f, 222 0.32437f, 0.32528f, -0.19437f, 0.30383f, -0.31879f, 0.26359f, -0.12164f, 223 -0.43647f, -0.08288f, -0.33438f, -0.63608f, -0.46647f, -0.46574f, 0.47806f, 224 -0.49012f, -1.51234f, -1.13502f, -1.20470f, -1.02913f, -1.09182f, -0.93921f, 225 -1.85523f, 0.92532f, 226 }; 227 228 static const float av1_tx_type_nn_bias_8x4_hor_layer0[16] = { 229 0.36631f, 0.02901f, 0.64305f, 1.53074f, -1.40229f, 0.03852f, 230 -0.05043f, 0.89632f, -1.23312f, 0.07036f, 0.17070f, 0.56250f, 231 -0.28958f, -0.32869f, -0.01704f, 0.68171f, 232 }; 233 234 static const float av1_tx_type_nn_weights_8x4_hor_layer1[64] = { 235 -0.49441f, -0.31960f, -0.84946f, -0.85800f, -2.37767f, 0.81373f, -0.73172f, 236 -0.69337f, 0.88807f, -0.49242f, -0.44717f, -0.11436f, 0.09978f, 0.15393f, 237 0.17083f, 1.44850f, -0.20582f, -0.04906f, 0.42990f, -0.61939f, -1.09692f, 238 -1.14885f, -1.36879f, -1.30828f, -0.59558f, -0.30903f, -0.08906f, 0.06953f, 239 0.15383f, -0.04193f, -0.54858f, 1.82676f, -0.22411f, 0.05264f, -0.45848f, 240 -0.72985f, 0.87553f, 0.04116f, -1.29774f, -2.63018f, 1.09089f, -0.36048f, 241 -0.16725f, 0.11627f, 0.49918f, 0.07539f, 0.00763f, 0.73706f, 0.87800f, 242 0.57049f, 0.60969f, 1.02779f, 1.53339f, -0.35915f, 0.06410f, 1.44582f, 243 0.09698f, 0.71888f, 0.60594f, 0.84103f, -0.50440f, -0.38825f, 0.15626f, 244 -1.10654f, 245 }; 246 247 static const float av1_tx_type_nn_bias_8x4_hor_layer1[4] = { 248 -0.92861f, 249 -1.45151f, 250 -1.33588f, 251 -4.33853f, 252 }; 253 254 static const NN_CONFIG av1_tx_type_nnconfig_8x4_hor = { 255 8, // num_inputs 256 4, // num_outputs 257 1, // num_hidden_layers 258 { 259 16, 260 }, // num_hidden_nodes 261 { av1_tx_type_nn_weights_8x4_hor_layer0, 262 av1_tx_type_nn_weights_8x4_hor_layer1 }, 263 { av1_tx_type_nn_bias_8x4_hor_layer0, av1_tx_type_nn_bias_8x4_hor_layer1 } 264 }; 265 266 static const float av1_tx_type_nn_weights_8x4_ver_layer0[32] = { 267 -1.10946f, 1.86574f, -1.59343f, 0.27018f, -1.70676f, -0.73982f, -0.19021f, 268 -1.94208f, -2.29759f, -1.44402f, 0.28700f, -1.18340f, -1.50158f, -0.44175f, 269 -1.36831f, 1.00374f, 2.59312f, 0.50291f, -0.71042f, -0.12238f, -0.15901f, 270 -0.22807f, -0.67376f, -0.30215f, 0.54407f, -0.45538f, 1.18262f, 2.28687f, 271 1.66212f, 1.70826f, 1.55182f, 0.12230f, 272 }; 273 274 static const float av1_tx_type_nn_bias_8x4_ver_layer0[8] = { 275 0.10943f, 2.09789f, 2.16578f, 0.15766f, 276 -0.42461f, 0.00000f, 1.22090f, -1.28717f, 277 }; 278 279 static const float av1_tx_type_nn_weights_8x4_ver_layer1[32] = { 280 1.20426f, -1.23237f, 2.41053f, -0.72488f, 1.25249f, 0.18018f, -0.09586f, 281 2.17901f, 0.15364f, 1.21535f, -0.38263f, -0.74309f, 0.50551f, -0.54208f, 282 0.59139f, 1.16095f, 0.55919f, -0.60183f, 1.18949f, 1.60787f, 0.54002f, 283 -0.10712f, -0.16153f, 0.16207f, -0.32338f, 2.68712f, -2.83483f, -0.27086f, 284 -1.15005f, -0.39311f, 1.51236f, -1.68973f, 285 }; 286 287 static const float av1_tx_type_nn_bias_8x4_ver_layer1[4] = { 288 1.81013f, 289 1.10517f, 290 2.90059f, 291 0.95391f, 292 }; 293 294 static const NN_CONFIG av1_tx_type_nnconfig_8x4_ver = { 295 4, // num_inputs 296 4, // num_outputs 297 1, // num_hidden_layers 298 { 299 8, 300 }, // num_hidden_nodes 301 { av1_tx_type_nn_weights_8x4_ver_layer0, 302 av1_tx_type_nn_weights_8x4_ver_layer1 }, 303 { av1_tx_type_nn_bias_8x4_ver_layer0, av1_tx_type_nn_bias_8x4_ver_layer1 } 304 }; 305 /******************************************************************************/ 306 307 // Tx type model for 8x8 block. 308 static const float av1_tx_type_nn_weights_8x8_hor_layer0[128] = { 309 -0.85529f, 0.37619f, 0.12754f, 0.08622f, 0.45278f, 0.54929f, 1.60651f, 310 -0.62654f, -0.54929f, -0.10131f, -0.17569f, 0.13948f, 0.31695f, -0.05616f, 311 0.20483f, -0.36448f, 2.27203f, -0.33087f, 0.47679f, 0.86888f, 0.39370f, 312 0.46239f, 0.01113f, 1.50327f, -1.48226f, -1.69621f, -1.49777f, -1.38885f, 313 -1.37753f, -1.22681f, -1.70576f, 0.51329f, -1.65662f, 1.74197f, -0.13579f, 314 -0.13133f, -0.58396f, -0.55510f, -1.10709f, -2.34975f, 0.22445f, -0.56491f, 315 -0.83432f, 0.13492f, 1.32147f, 2.85285f, 0.13819f, 0.03792f, -1.30792f, 316 0.04155f, -0.70644f, -0.43430f, -0.16212f, -0.86945f, -1.16976f, 1.68339f, 317 0.29540f, 0.01137f, -0.25335f, -0.16856f, 0.12028f, 0.05207f, 0.39357f, 318 -0.01545f, -0.21980f, -1.94091f, -1.01315f, -0.68270f, -0.40590f, -0.67111f, 319 2.08283f, 0.19291f, -4.81426f, -0.65044f, -0.24598f, 0.06371f, -0.10272f, 320 -0.14502f, -0.06821f, 0.45202f, 0.21091f, -0.80864f, 0.39255f, 1.79189f, 321 1.80453f, 1.10484f, 1.17608f, 0.96901f, -0.35871f, -0.94311f, 0.63147f, 322 2.95157f, 0.45917f, -0.42849f, -0.55643f, -0.06097f, 3.49299f, -0.50972f, 323 0.11075f, -0.08405f, -0.09274f, -0.22694f, -0.42426f, 0.48632f, -1.61074f, 324 1.82998f, 0.37623f, -1.20330f, -0.01142f, -1.33307f, -0.27492f, -2.23621f, 325 1.38846f, 1.42085f, 1.42568f, 1.36152f, 1.46910f, 1.27473f, 1.34752f, 326 0.12753f, -1.08197f, -1.08280f, -0.79489f, -1.12338f, -1.06795f, -0.87857f, 327 -0.99892f, 1.09823f, 328 }; 329 330 static const float av1_tx_type_nn_bias_8x8_hor_layer0[16] = { 331 -0.49232f, -0.29685f, -1.44020f, 1.10940f, 1.16452f, -0.34862f, 332 -0.38761f, -0.36243f, 0.21776f, 0.28234f, 2.34269f, -0.04104f, 333 -0.26319f, 2.65579f, -1.30137f, -0.01487f, 334 }; 335 336 static const float av1_tx_type_nn_weights_8x8_hor_layer1[64] = { 337 -0.38058f, -0.41295f, -1.26884f, -0.75560f, -1.57450f, 0.56072f, -1.42322f, 338 -0.29106f, 0.07228f, 0.04391f, 1.61388f, -0.03055f, 0.81637f, 2.06045f, 339 0.27119f, -0.48328f, -0.45528f, -0.60534f, -1.61209f, -0.78157f, -1.65034f, 340 0.60958f, -1.30523f, 0.25143f, 0.11398f, 0.37860f, 1.54829f, 0.02309f, 341 0.67288f, 2.11447f, 0.44845f, -0.70406f, -0.67897f, -0.38759f, -1.30383f, 342 -1.22646f, -1.54571f, 0.60552f, -1.52565f, 0.11469f, 0.17344f, 0.08622f, 343 1.57906f, -0.00909f, 0.81634f, 2.04909f, 1.26466f, -1.45741f, -0.75229f, 344 0.06200f, -1.05835f, -0.66257f, -1.73766f, 0.99923f, -1.87082f, 0.14580f, 345 0.49525f, 0.46839f, 1.32203f, 0.33923f, 0.97001f, 2.38584f, 1.58811f, 346 0.06161f, 347 }; 348 349 static const float av1_tx_type_nn_bias_8x8_hor_layer1[4] = { 350 1.70385f, 351 1.82373f, 352 1.78496f, 353 1.80826f, 354 }; 355 356 static const NN_CONFIG av1_tx_type_nnconfig_8x8_hor = { 357 8, // num_inputs 358 4, // num_outputs 359 1, // num_hidden_layers 360 { 361 16, 362 }, // num_hidden_nodes 363 { av1_tx_type_nn_weights_8x8_hor_layer0, 364 av1_tx_type_nn_weights_8x8_hor_layer1 }, 365 { av1_tx_type_nn_bias_8x8_hor_layer0, av1_tx_type_nn_bias_8x8_hor_layer1 } 366 }; 367 368 static const float av1_tx_type_nn_weights_8x8_ver_layer0[128] = { 369 -0.67016f, -1.72366f, -1.86576f, -1.50962f, -1.70419f, -1.73964f, -1.84615f, 370 2.09681f, -0.05081f, -0.61030f, 2.02541f, 0.60222f, 0.99936f, 2.02114f, 371 -0.53893f, -0.23757f, 0.73566f, 0.25443f, 0.00132f, -0.74036f, -0.75351f, 372 -0.76964f, -1.71007f, -0.15770f, 1.60982f, 2.17638f, 0.90681f, 0.64973f, 373 0.85914f, 0.58786f, -1.46228f, 0.05187f, 1.18804f, 0.30850f, 0.29512f, 374 0.40526f, 0.37635f, 0.32311f, 0.37471f, 1.12346f, 3.41856f, -0.36653f, 375 0.42537f, -0.19240f, 0.00155f, 0.30826f, -0.02116f, -0.53435f, -0.34829f, 376 -0.52466f, -0.11521f, -0.29163f, -2.05689f, -2.87372f, -0.62626f, 0.09585f, 377 -0.75257f, 0.10057f, 1.43474f, 0.89450f, 0.75900f, 1.11147f, 1.00558f, 378 0.25886f, 2.22095f, -0.17926f, 0.57161f, 0.39546f, 0.47846f, 0.40452f, 379 0.54298f, 0.45814f, -3.62788f, -3.02374f, 0.03716f, -0.13937f, -0.09415f, 380 -0.12463f, 0.05682f, 0.03672f, 1.20746f, 1.25003f, 1.27071f, 1.31883f, 381 1.27473f, 1.34943f, 1.23158f, 0.09039f, 0.19388f, 0.63420f, 2.79612f, 382 0.93803f, -0.11323f, -0.02027f, 0.41286f, -0.05979f, -3.80705f, -0.52451f, 383 -0.77098f, -0.68132f, -0.65559f, -0.60975f, -1.26165f, 0.25582f, 0.05346f, 384 0.61403f, 0.32140f, -2.39831f, -1.42355f, 1.30541f, 1.02361f, 0.12930f, 385 -1.61469f, -0.77036f, -0.59144f, 1.27769f, 1.52068f, 0.82137f, 1.83159f, 386 -0.66626f, -0.69806f, -1.00564f, -0.85995f, -0.90889f, -0.84412f, -0.85712f, 387 -1.29848f, 0.39308f, 388 }; 389 390 static const float av1_tx_type_nn_bias_8x8_ver_layer0[16] = { 391 -0.14868f, -0.48343f, 3.94416f, -0.78037f, -1.33789f, -0.60611f, 392 0.51793f, 0.44030f, -0.71563f, 0.22561f, -1.19083f, -0.46149f, 393 0.83015f, 0.06024f, 1.17180f, 0.65122f, 394 }; 395 396 static const float av1_tx_type_nn_weights_8x8_ver_layer1[64] = { 397 -1.42711f, -0.21683f, 2.12061f, 0.20489f, -0.50228f, -0.24770f, 0.23391f, 398 1.03470f, -0.44847f, -0.63225f, -0.21583f, -0.06467f, -0.21892f, -0.07786f, 399 1.43322f, 0.00280f, -1.53057f, -0.18912f, 1.95333f, 0.31151f, -2.07601f, 400 0.06776f, 0.25529f, 0.94800f, -1.11453f, -0.20594f, -0.13281f, 0.01485f, 401 0.17650f, -0.07955f, 1.43734f, -0.23193f, -2.06463f, -0.21238f, 2.13707f, 402 0.30351f, 0.27594f, -0.36245f, 0.19539f, 0.91045f, -0.24068f, -0.37616f, 403 0.88792f, 0.02947f, -0.16903f, -0.04932f, 1.51293f, -0.95967f, -1.62903f, 404 0.05326f, 2.30703f, 0.64445f, -1.09464f, -0.16623f, 1.00240f, 0.07548f, 405 -0.50406f, 0.63854f, 1.02340f, 0.49833f, 0.13671f, 0.26722f, 2.09516f, 406 -0.41305f, 407 }; 408 409 static const float av1_tx_type_nn_bias_8x8_ver_layer1[4] = { 410 2.14067f, 411 2.76699f, 412 2.04233f, 413 1.34803f, 414 }; 415 416 static const NN_CONFIG av1_tx_type_nnconfig_8x8_ver = { 417 8, // num_inputs 418 4, // num_outputs 419 1, // num_hidden_layers 420 { 421 16, 422 }, // num_hidden_nodes 423 { av1_tx_type_nn_weights_8x8_ver_layer0, 424 av1_tx_type_nn_weights_8x8_ver_layer1 }, 425 { av1_tx_type_nn_bias_8x8_ver_layer0, av1_tx_type_nn_bias_8x8_ver_layer1 } 426 }; 427 /******************************************************************************/ 428 429 // Tx type model for 8x16 block. 430 static const float av1_tx_type_nn_weights_8x16_hor_layer0[128] = { 431 -1.61872f, -1.58520f, -1.41236f, -1.53255f, -1.59794f, -1.25769f, -1.90043f, 432 0.73431f, 1.10135f, 0.47054f, 0.43230f, -0.43009f, -0.09135f, -0.07289f, 433 -0.38785f, 1.23775f, -0.35312f, 0.73789f, 0.88864f, 0.75957f, 0.62579f, 434 0.46974f, 0.21851f, 1.63821f, -2.27289f, -0.68522f, -0.69814f, -0.84368f, 435 -0.91320f, -0.63055f, -1.03296f, 0.55778f, -0.00071f, 1.27539f, 1.60068f, 436 1.40975f, 0.97372f, 0.92843f, 1.90853f, 0.12626f, 1.71953f, 1.41978f, 437 -0.12234f, -1.27058f, 0.76207f, 0.02495f, -0.67038f, -0.05255f, 1.72923f, 438 1.47630f, 1.47058f, 1.47614f, 1.49354f, 1.66131f, 1.50801f, 0.17145f, 439 -2.30947f, -2.10850f, -1.25636f, -0.24900f, 0.72602f, 1.26572f, 0.97865f, 440 -0.65466f, 1.31129f, 0.26916f, 0.12139f, -0.12761f, -0.39143f, -0.28134f, 441 0.06584f, 2.24418f, 0.22516f, 0.05011f, -0.01671f, -0.29476f, -0.40326f, 442 0.21138f, -0.11573f, -0.31154f, -0.36828f, 0.03694f, -0.07172f, -0.63419f, 443 -3.14351f, -1.23125f, 0.65311f, -0.11406f, 1.97287f, -0.10422f, 0.83896f, 444 0.85033f, 0.49724f, 0.80482f, 0.51454f, 1.06447f, 0.76693f, 0.72599f, 445 -0.78573f, -0.53950f, 0.40894f, 0.00086f, 0.10784f, -0.70498f, 1.16395f, 446 1.14597f, 1.13496f, 1.12177f, 1.02100f, -1.37574f, -2.97144f, 0.33899f, 447 0.42013f, 0.86327f, 2.31983f, 2.04008f, 0.95503f, 0.15081f, 0.11530f, 448 -0.02574f, -4.77119f, 0.13257f, -0.01704f, -0.23087f, -0.00825f, 0.07029f, 449 -0.28136f, 0.42556f, 450 }; 451 452 static const float av1_tx_type_nn_bias_8x16_hor_layer0[16] = { 453 0.93617f, -0.24000f, -1.26821f, 0.78780f, 0.13690f, -0.21948f, 454 -1.45162f, 0.44584f, -1.92582f, -0.23169f, 0.56004f, -1.19937f, 455 1.81560f, -1.02643f, -0.81690f, 0.08302f, 456 }; 457 458 static const float av1_tx_type_nn_weights_8x16_hor_layer1[64] = { 459 0.06696f, -0.11538f, -1.42029f, 0.32965f, 0.81046f, 0.01146f, 1.20945f, 460 -0.16899f, 0.53224f, -0.40232f, 0.01786f, -0.73242f, 1.29750f, 1.95185f, 461 0.70143f, 1.43287f, 0.76220f, 0.79937f, -1.79011f, -1.15178f, 0.42526f, 462 -0.67519f, 0.77267f, -0.30697f, 2.46004f, -0.49828f, 0.02875f, 1.09972f, 463 1.47662f, 0.61719f, 0.61417f, -0.12363f, 2.53048f, 0.00418f, -1.38964f, 464 0.88117f, 0.39239f, -0.19347f, -2.58600f, -0.33715f, 1.09323f, -0.32127f, 465 0.02456f, -0.19125f, 1.12728f, 0.66502f, 0.34296f, 1.14897f, 0.29967f, 466 1.19209f, 0.22108f, -0.11975f, 1.49776f, -1.34624f, -2.58478f, -1.34632f, 467 1.53207f, 0.45634f, -1.48476f, 0.17489f, 0.71790f, -2.12086f, -1.21778f, 468 -1.31243f, 469 }; 470 471 static const float av1_tx_type_nn_bias_8x16_hor_layer1[4] = { 472 0.83359f, 473 1.06875f, 474 1.77645f, 475 1.49570f, 476 }; 477 478 static const NN_CONFIG av1_tx_type_nnconfig_8x16_hor = { 479 8, // num_inputs 480 4, // num_outputs 481 1, // num_hidden_layers 482 { 483 16, 484 }, // num_hidden_nodes 485 { av1_tx_type_nn_weights_8x16_hor_layer0, 486 av1_tx_type_nn_weights_8x16_hor_layer1 }, 487 { av1_tx_type_nn_bias_8x16_hor_layer0, av1_tx_type_nn_bias_8x16_hor_layer1 } 488 }; 489 490 static const float av1_tx_type_nn_weights_8x16_ver_layer0[128] = { 491 0.32858f, -1.28887f, 0.25632f, -0.05262f, 2.69203f, -0.07004f, 1.37337f, 492 -0.05725f, -0.05659f, 0.05592f, 0.01039f, -0.29343f, 1.58628f, -0.30003f, 493 -3.43118f, 0.00272f, 1.70928f, -0.76348f, 0.05889f, -0.03263f, -0.07724f, 494 0.03523f, -0.19890f, 1.18005f, -0.03605f, -0.20530f, -4.00733f, 0.10210f, 495 -0.05368f, -0.17650f, -0.15317f, 0.06499f, 0.56705f, 1.04341f, 0.62890f, 496 0.73451f, -0.22199f, 0.86659f, 0.78443f, -0.61664f, -0.50606f, 0.30247f, 497 0.14455f, 0.39276f, 0.49203f, 0.65019f, 0.12269f, 1.64080f, 1.68289f, 498 1.42694f, 1.60825f, 1.58501f, 1.47252f, 1.62589f, 1.48218f, 0.17726f, 499 -0.04884f, 0.35376f, -0.04796f, 0.32589f, 0.35087f, 0.35258f, -0.46103f, 500 -0.31176f, -0.05203f, 0.07247f, -0.26756f, 0.22019f, 0.03412f, 0.33773f, 501 0.29811f, -0.11140f, 0.12831f, -0.44673f, -0.09858f, 0.07889f, 0.15137f, 502 0.00347f, -0.23394f, 0.08886f, -0.31201f, -0.79912f, -0.51092f, 0.14123f, 503 -1.09599f, -4.26020f, -0.68675f, -0.02842f, -1.54538f, -1.28977f, -1.30558f, 504 -1.21074f, -1.37142f, -1.14743f, -1.85397f, 0.82985f, -0.30681f, 0.04494f, 505 -0.24023f, -4.18053f, -0.16096f, -0.55492f, -0.27882f, 0.05829f, -0.41224f, 506 -2.52088f, -0.56162f, -1.04547f, -1.70685f, -0.28842f, -1.43673f, -0.01468f, 507 -3.20585f, -0.69120f, -0.43931f, -0.46270f, -0.65885f, -0.55884f, -0.75138f, 508 0.36381f, -5.70858f, -0.14548f, -0.15745f, -0.11812f, -0.07605f, -0.07693f, 509 -0.12236f, 0.16075f, 510 }; 511 512 static const float av1_tx_type_nn_bias_8x16_ver_layer0[16] = { 513 -0.35385f, 0.30491f, -0.90011f, 0.42941f, 1.20928f, -0.88331f, 514 -1.48818f, -0.34785f, -0.32668f, -0.22695f, 0.89188f, 0.65521f, 515 0.57598f, 0.99819f, 0.75175f, 0.17044f, 516 }; 517 518 static const float av1_tx_type_nn_weights_8x16_ver_layer1[64] = { 519 -0.62913f, -0.34304f, 0.42963f, -0.17440f, -1.44092f, 0.69142f, -1.36067f, 520 0.52211f, 0.44658f, -0.26501f, -0.41657f, 0.34428f, -0.34390f, -0.58567f, 521 -0.84097f, -1.96311f, -0.37215f, -0.22250f, -1.23811f, -0.07247f, -0.81731f, 522 0.58755f, -1.30559f, 0.39551f, 0.41743f, -0.09940f, -0.33230f, 0.14458f, 523 -0.25139f, -0.54517f, 0.13469f, -0.38157f, -0.39109f, -0.18205f, 0.06834f, 524 -0.08395f, -0.92187f, 0.56724f, 1.44381f, 0.53226f, -0.22356f, 0.12285f, 525 -0.29418f, -1.86749f, -0.22372f, -0.60204f, -0.87746f, -1.16936f, 0.56884f, 526 0.62641f, -0.11823f, 1.00395f, 1.64794f, -0.64535f, 2.29322f, -0.23397f, 527 0.17251f, -0.35927f, 0.65631f, -0.26812f, 0.80128f, 0.85748f, 0.47404f, 528 2.20547f, 529 }; 530 531 static const float av1_tx_type_nn_bias_8x16_ver_layer1[4] = { 532 -0.44080f, 533 -1.67455f, 534 -1.46332f, 535 -6.13206f, 536 }; 537 538 static const NN_CONFIG av1_tx_type_nnconfig_8x16_ver = { 539 8, // num_inputs 540 4, // num_outputs 541 1, // num_hidden_layers 542 { 543 16, 544 }, // num_hidden_nodes 545 { av1_tx_type_nn_weights_8x16_ver_layer0, 546 av1_tx_type_nn_weights_8x16_ver_layer1 }, 547 { av1_tx_type_nn_bias_8x16_ver_layer0, av1_tx_type_nn_bias_8x16_ver_layer1 } 548 }; 549 /******************************************************************************/ 550 551 // Tx type model for 16x8 block. 552 static const float av1_tx_type_nn_weights_16x8_hor_layer0[128] = { 553 0.02600f, 0.09786f, -1.05107f, -0.35594f, -0.15658f, 2.99828f, -0.07106f, 554 -0.10101f, -0.14412f, -0.83790f, -0.19434f, 2.28368f, 1.91727f, -0.00956f, 555 -0.90640f, 0.09174f, 1.58895f, 1.38945f, 1.49431f, 1.51381f, 1.44803f, 556 1.53544f, 1.44694f, 0.17753f, 1.69735f, -0.78652f, 0.31092f, -0.23736f, 557 0.02231f, -0.09884f, -0.00493f, 1.21189f, -1.94382f, -0.34629f, -0.58309f, 558 0.72291f, -0.30056f, 0.90660f, -0.57495f, 3.07809f, 0.73644f, 1.43050f, 559 1.34356f, -0.66554f, 0.50102f, -0.64305f, 0.42044f, -1.66165f, -0.05733f, 560 -2.51402f, -1.01067f, -0.33390f, -0.32986f, -0.92431f, 1.86281f, -0.07290f, 561 -0.26290f, -0.68941f, 1.81156f, 0.66125f, -2.09974f, 0.17032f, -0.67461f, 562 -0.00876f, -1.50154f, 1.17153f, 1.00377f, 0.33022f, 0.74689f, 0.42878f, 563 0.61725f, -0.83967f, 0.09467f, -0.39892f, 0.33863f, 0.10656f, -0.09249f, 564 -0.39757f, 0.48481f, -0.35162f, 1.47014f, 1.67827f, -1.84051f, 0.16291f, 565 -0.50135f, -2.29911f, -0.42217f, -0.13358f, 1.45899f, -0.14743f, -0.02763f, 566 -0.28003f, -0.01364f, 0.21014f, -0.29026f, -0.20198f, 1.38782f, 0.56731f, 567 0.27489f, 0.43227f, 0.41326f, 0.42721f, 0.87720f, -1.90067f, -5.04951f, 568 -0.17638f, -0.58119f, -0.08954f, -0.13692f, -0.12325f, -0.38548f, 0.66462f, 569 -1.42377f, -1.21917f, -1.38193f, -1.36539f, -1.39378f, -1.19629f, -1.59812f, 570 0.28689f, 0.32394f, 0.52128f, 0.01013f, -0.28948f, -0.26293f, -0.44331f, 571 -0.36570f, -0.50757f, 572 }; 573 574 static const float av1_tx_type_nn_bias_16x8_hor_layer0[16] = { 575 -0.08696f, -0.22110f, -1.43604f, -1.00451f, -1.51029f, 0.63736f, 576 0.45260f, 0.16229f, 4.01393f, -0.21748f, 0.36411f, -0.08764f, 577 -0.12329f, 0.08986f, 1.08117f, -0.00220f, 578 }; 579 580 static const float av1_tx_type_nn_weights_16x8_hor_layer1[64] = { 581 0.55824f, -0.14648f, 0.81947f, -0.45867f, -1.86078f, -0.17291f, 0.34849f, 582 0.15153f, 1.75625f, -0.25760f, 0.72015f, -0.30059f, -0.57975f, 0.07609f, 583 -0.02036f, 0.07912f, 0.57080f, -0.13792f, 0.74184f, -0.87669f, -1.87572f, 584 -0.27270f, 0.39751f, 0.19652f, 2.03514f, -0.32944f, 0.76251f, 0.04399f, 585 -0.63175f, 0.37420f, 0.08309f, 0.04466f, 0.60255f, -0.12820f, 1.66065f, 586 -0.59496f, -1.94794f, -0.14847f, 0.39424f, 0.16273f, 1.80587f, 0.41197f, 587 0.74691f, -0.21217f, -0.63173f, 0.09510f, -0.35538f, -0.04407f, 0.92847f, 588 0.20141f, 1.68680f, -0.56528f, -2.26960f, 0.12978f, 0.73748f, 0.42438f, 589 2.00673f, -0.40189f, 0.95423f, 0.23234f, -0.80953f, 0.65814f, 0.49444f, 590 -0.23347f, 591 }; 592 593 static const float av1_tx_type_nn_bias_16x8_hor_layer1[4] = { 594 3.57175f, 595 2.42612f, 596 3.31259f, 597 2.08287f, 598 }; 599 600 static const NN_CONFIG av1_tx_type_nnconfig_16x8_hor = { 601 8, // num_inputs 602 4, // num_outputs 603 1, // num_hidden_layers 604 { 605 16, 606 }, // num_hidden_nodes 607 { av1_tx_type_nn_weights_16x8_hor_layer0, 608 av1_tx_type_nn_weights_16x8_hor_layer1 }, 609 { av1_tx_type_nn_bias_16x8_hor_layer0, av1_tx_type_nn_bias_16x8_hor_layer1 } 610 }; 611 612 static const float av1_tx_type_nn_weights_16x8_ver_layer0[128] = { 613 0.46633f, 1.55328f, -0.11230f, -0.29571f, 0.18814f, -1.52430f, -2.34660f, 614 0.08644f, -1.97718f, -1.29140f, -1.12262f, -1.12985f, -1.25911f, -0.96506f, 615 -1.57129f, 0.96021f, 1.34192f, 1.28623f, 1.21655f, 1.28758f, 1.25482f, 616 1.30195f, 1.19190f, 0.09310f, 0.52072f, 0.91487f, 1.24100f, 1.61236f, 617 1.72166f, 2.20750f, 1.62379f, -1.43936f, 0.50665f, 0.40213f, 0.66502f, 618 -1.66699f, -3.07618f, 0.05877f, 0.60987f, -0.09995f, -0.10916f, 0.48049f, 619 0.23812f, 0.39847f, -0.21682f, -0.63455f, 0.33453f, -0.67939f, -4.14355f, 620 -0.62756f, -0.22502f, -0.17215f, 0.01062f, 0.27049f, -0.10748f, 0.30945f, 621 2.72445f, -0.89181f, -0.06800f, 0.20595f, -0.73385f, 0.04071f, -1.30294f, 622 1.83507f, 0.92570f, 0.69609f, 0.76285f, 0.69892f, 0.76409f, 0.63104f, 623 0.73397f, 1.09575f, -0.20129f, -0.24022f, -0.24599f, -0.59107f, -0.88755f, 624 -0.68987f, -0.75495f, -1.31002f, -1.30237f, -0.94093f, -2.15678f, -1.49303f, 625 -1.17498f, -1.39952f, -0.91270f, -0.05587f, 1.02381f, -0.75580f, -0.65263f, 626 -0.78996f, -0.71075f, -0.71018f, -0.70350f, -1.26196f, 2.34208f, -0.53611f, 627 0.19752f, -0.16842f, -0.24828f, 0.21857f, 0.08222f, -2.55894f, -1.75702f, 628 0.11394f, 1.03083f, 0.79972f, -1.54112f, -1.82341f, -0.57597f, -0.02077f, 629 -0.39616f, -0.00995f, -0.12809f, 0.01188f, -0.25117f, 0.09202f, 0.09336f, 630 -0.05614f, -0.30039f, 0.25834f, 1.19944f, 1.22533f, 0.92330f, 0.75967f, 631 -0.81945f, -0.41647f, 632 }; 633 634 static const float av1_tx_type_nn_bias_16x8_ver_layer0[16] = { 635 0.17841f, 0.67315f, -1.24450f, 3.13859f, 0.16203f, -0.14992f, 636 0.29553f, -1.15567f, -0.71421f, 1.15977f, 1.14585f, 3.02460f, 637 -0.04510f, 0.48000f, -0.09354f, -0.42422f, 638 }; 639 640 static const float av1_tx_type_nn_weights_16x8_ver_layer1[64] = { 641 0.29912f, -0.10009f, -1.11478f, 1.76812f, -0.27719f, 0.52148f, 0.17622f, 642 -1.17116f, 0.73397f, -0.69279f, -0.11080f, 1.53751f, -1.42003f, 0.14731f, 643 0.13592f, -0.04883f, 0.39186f, -0.13655f, -0.43994f, 1.82759f, -0.25601f, 644 -0.15018f, 0.51920f, -1.56070f, 0.31683f, -0.79367f, -0.02904f, 1.28637f, 645 -1.15203f, 0.26627f, 0.42828f, -0.24258f, 0.38647f, -0.83352f, 0.32553f, 646 2.09522f, -0.26822f, -0.42191f, 0.32825f, -1.30748f, 1.50551f, -0.52669f, 647 0.20045f, 1.69318f, -1.47839f, 0.30802f, -0.07290f, -0.28106f, 0.68192f, 648 -0.15522f, 1.12579f, 2.21921f, 0.09720f, -0.50265f, 0.83165f, -1.31721f, 649 0.72422f, -1.24952f, 0.61653f, 2.04117f, -1.42406f, 0.52568f, -0.46180f, 650 -0.00873f, 651 }; 652 653 static const float av1_tx_type_nn_bias_16x8_ver_layer1[4] = { 654 3.34981f, 655 3.74710f, 656 1.38339f, 657 0.45176f, 658 }; 659 660 static const NN_CONFIG av1_tx_type_nnconfig_16x8_ver = { 661 8, // num_inputs 662 4, // num_outputs 663 1, // num_hidden_layers 664 { 665 16, 666 }, // num_hidden_nodes 667 { av1_tx_type_nn_weights_16x8_ver_layer0, 668 av1_tx_type_nn_weights_16x8_ver_layer1 }, 669 { av1_tx_type_nn_bias_16x8_ver_layer0, av1_tx_type_nn_bias_16x8_ver_layer1 } 670 }; 671 /******************************************************************************/ 672 673 // Tx type model for 16x16 block. 674 static const float av1_tx_type_nn_weights_16x16_layer0[128] = { 675 1.26592f, 1.36313f, 1.30956f, 1.29926f, 1.48816f, 1.68851f, 1.32000f, 676 0.13321f, -0.22477f, -0.88906f, -0.19622f, 1.69605f, 1.22180f, -1.57771f, 677 -1.15765f, 0.05710f, -1.13355f, -0.85486f, -0.99971f, -0.91571f, -1.06031f, 678 -0.77952f, -1.15723f, 1.17809f, 1.35602f, -0.05243f, -0.37596f, 0.26108f, 679 0.17611f, -0.10323f, 0.77279f, -0.48911f, -0.79308f, 0.55112f, 0.43918f, 680 0.27872f, 0.28714f, 0.45830f, 1.05689f, 0.03705f, -2.49975f, -0.01940f, 681 0.05709f, 0.07942f, -0.13290f, -0.10359f, 0.00143f, 0.37303f, 0.96470f, 682 0.53293f, 1.14459f, 0.89185f, 0.43378f, 0.47764f, 0.90924f, 0.15279f, 683 -0.15361f, 0.02949f, 0.42240f, 0.68143f, 0.89588f, 0.73754f, 0.10974f, 684 1.57755f, -0.39870f, -0.32914f, 0.35638f, 0.34991f, -0.00003f, -0.23373f, 685 0.29630f, -0.76699f, -0.01356f, 0.04234f, 0.84253f, 1.92078f, 0.93160f, 686 0.71993f, 0.71604f, 0.76455f, -1.59782f, 0.32332f, 1.11628f, 0.33062f, 687 -0.03728f, -0.05710f, 0.80447f, -0.14719f, 1.34658f, -0.05718f, 0.64015f, 688 0.21926f, 0.41653f, 0.12720f, 0.54092f, 1.39411f, 1.81819f, -0.24513f, 689 0.00955f, 0.38011f, -0.57787f, -0.41759f, 0.68834f, -0.31783f, -0.40607f, 690 -0.10107f, -0.79374f, 0.75599f, -0.16282f, -0.14490f, -0.20783f, -0.55019f, 691 -0.13793f, -0.22293f, 0.18305f, 0.12445f, 0.56830f, 0.24567f, 0.09278f, 692 0.70803f, 0.35803f, -1.52676f, -0.89624f, 0.77665f, 0.19877f, 0.77175f, 693 0.50355f, 0.08592f, 694 }; 695 696 static const float av1_tx_type_nn_bias_16x16_layer0[16] = { 697 -1.31834f, 0.14346f, -0.10062f, 0.84489f, 0.95617f, -0.06720f, 698 -0.68502f, -0.91442f, -0.31932f, 0.25276f, -0.15138f, -1.57661f, 699 -0.14062f, -0.42120f, 0.94573f, -0.09287f, 700 }; 701 702 static const float av1_tx_type_nn_weights_16x16_layer1[64] = { 703 -1.80333f, -1.06353f, 0.55139f, 0.74644f, 0.13747f, -0.93018f, -0.10286f, 704 0.67133f, 0.24460f, 1.44583f, 0.02173f, 0.26037f, -0.73687f, 0.19566f, 705 0.61846f, -0.58601f, -1.03196f, -0.74415f, 0.30041f, -0.41967f, 1.08740f, 706 0.96224f, -0.59139f, 0.03813f, 0.05403f, 1.33427f, -0.54375f, -1.92181f, 707 0.54704f, 0.13608f, 0.22151f, -0.38076f, 1.18390f, -0.77508f, -1.84283f, 708 1.00894f, 0.62318f, -0.15296f, 1.27600f, 0.22822f, 0.12751f, 0.93910f, 709 -0.28502f, 0.53912f, -0.96889f, 0.10182f, 0.81508f, -0.43028f, 2.67386f, 710 0.52204f, 0.49820f, -0.41711f, 1.05038f, 1.12192f, 0.74349f, -0.75417f, 711 -0.03718f, -0.35769f, 0.89651f, 0.63236f, 0.54215f, -0.07894f, 0.48274f, 712 1.08829f, 713 }; 714 715 static const float av1_tx_type_nn_bias_16x16_layer1[4] = { 716 0.81986f, 717 1.26865f, 718 0.11118f, 719 2.48404f, 720 }; 721 722 static const NN_CONFIG av1_tx_type_nnconfig_16x16 = { 723 8, // num_inputs 724 4, // num_outputs 725 1, // num_hidden_layers 726 { 727 16, 728 }, // num_hidden_nodes 729 { 730 av1_tx_type_nn_weights_16x16_layer0, 731 av1_tx_type_nn_weights_16x16_layer1, 732 }, 733 { 734 av1_tx_type_nn_bias_16x16_layer0, 735 av1_tx_type_nn_bias_16x16_layer1, 736 }, 737 }; 738 /******************************************************************************/ 739 740 // Tx type model for 4x16 block. 741 static const float av1_tx_type_nn_weights_4x16_hor_layer0[32] = { 742 0.36539f, 0.25667f, 0.01491f, -0.21959f, 2.55105f, 0.17615f, 1.79884f, 743 1.65936f, -0.44363f, 0.00706f, -0.68004f, -0.64360f, 1.75760f, 1.91906f, 744 1.47682f, 0.09650f, -3.59244f, -0.35004f, 0.93295f, 0.25806f, -0.08154f, 745 0.79332f, 0.79535f, 1.09467f, 1.57855f, -0.51359f, 0.90553f, -1.67744f, 746 -1.74563f, -0.88830f, -1.77603f, 2.15935f, 747 }; 748 749 static const float av1_tx_type_nn_bias_4x16_hor_layer0[8] = { 750 -0.36435f, -2.22731f, -0.00837f, -1.34546f, 751 0.62806f, -0.20675f, 4.91940f, -0.56079f, 752 }; 753 754 static const float av1_tx_type_nn_weights_4x16_hor_layer1[32] = { 755 -0.57191f, -1.46418f, 0.67331f, -1.15027f, 0.46288f, 0.81251f, 2.51768f, 756 -0.27147f, 0.00761f, -2.15214f, -0.69650f, -0.50808f, 0.92832f, 0.45668f, 757 2.34201f, -0.52941f, 0.51008f, -1.55496f, -0.01371f, -0.12356f, 0.66624f, 758 0.88043f, 2.64862f, -1.28024f, -0.17578f, -1.80034f, -0.32217f, 0.89519f, 759 1.28413f, -0.30326f, 2.45329f, -0.83335f, 760 }; 761 762 static const float av1_tx_type_nn_bias_4x16_hor_layer1[4] = { 763 2.33198f, 764 3.36245f, 765 1.62603f, 766 2.91056f, 767 }; 768 769 static const NN_CONFIG av1_tx_type_nnconfig_4x16_hor = { 770 4, // num_inputs 771 4, // num_outputs 772 1, // num_hidden_layers 773 { 774 8, 775 }, // num_hidden_nodes 776 { av1_tx_type_nn_weights_4x16_hor_layer0, 777 av1_tx_type_nn_weights_4x16_hor_layer1 }, 778 { av1_tx_type_nn_bias_4x16_hor_layer0, av1_tx_type_nn_bias_4x16_hor_layer1 } 779 }; 780 781 static const float av1_tx_type_nn_weights_4x16_ver_layer0[128] = { 782 1.61392f, 1.41239f, 1.47646f, 1.47325f, 1.46110f, 1.49208f, 1.49414f, 783 0.12835f, -0.76986f, 0.07087f, -0.24572f, -0.93168f, 3.07935f, -0.18183f, 784 -0.09831f, -0.07703f, -0.03222f, -0.25473f, -0.06090f, 2.93713f, -0.38711f, 785 -0.12884f, -0.18329f, -0.06262f, -0.00327f, -0.02930f, -0.01641f, -0.00622f, 786 -0.03305f, -4.07069f, -2.76643f, 0.04413f, -1.03176f, -0.19217f, -0.44980f, 787 -2.48615f, -2.58112f, -0.87695f, 0.16187f, -0.04891f, -0.06854f, 1.08104f, 788 0.75245f, 1.49302f, 0.63363f, 1.45715f, 0.92574f, 1.72029f, 0.33326f, 789 3.86646f, 0.04422f, 0.41019f, 0.36212f, 0.56600f, -1.01552f, 0.05128f, 790 0.40454f, -1.05100f, -0.47461f, -1.33168f, -0.46145f, -1.36870f, -0.88838f, 791 -1.05358f, -0.18537f, -0.34357f, -0.03698f, 0.68905f, 0.41010f, 0.31223f, 792 -0.43382f, -0.74715f, 2.03366f, -0.30419f, 0.45747f, 0.09526f, 0.31678f, 793 0.22915f, 0.21832f, 1.26385f, -0.06814f, -0.71417f, -1.18947f, 0.03762f, 794 0.10936f, 2.97396f, -0.42638f, -0.03123f, -5.49756f, -0.17029f, -0.11323f, 795 0.05173f, -0.44274f, -0.15738f, 0.11311f, 0.43872f, 0.16837f, -0.52849f, 796 2.90050f, -0.54735f, -0.29591f, 1.24030f, 0.21696f, -0.04443f, -1.60877f, 797 -1.36365f, -1.27432f, -1.52060f, -1.34397f, -1.13371f, -1.87554f, 0.80123f, 798 0.42820f, -0.14157f, -2.73963f, -0.68040f, -0.35236f, 0.14490f, 2.23477f, 799 0.01370f, -0.20426f, -1.51411f, -0.72293f, 0.64516f, 0.97638f, 0.32616f, 800 -0.27975f, -0.01149f, 801 }; 802 803 static const float av1_tx_type_nn_bias_4x16_ver_layer0[16] = { 804 -1.37863f, -0.05763f, -0.07041f, 0.15306f, 0.96026f, -1.42105f, 805 -0.55822f, 1.04845f, -0.17662f, -1.25345f, -0.11927f, 0.49845f, 806 -0.32530f, 0.73483f, 0.08322f, -0.23890f, 807 }; 808 809 static const float av1_tx_type_nn_weights_4x16_ver_layer1[64] = { 810 0.27194f, 0.50607f, 0.49229f, -0.48192f, 0.15667f, -1.38891f, 0.38102f, 811 -0.58825f, -0.07337f, -0.52909f, 0.36975f, 0.28710f, 0.34992f, -0.73630f, 812 0.30386f, -0.58822f, 0.36127f, 0.57950f, 0.55878f, -0.42796f, 0.19967f, 813 -1.45517f, 0.42529f, -0.54630f, -0.38169f, -0.84899f, 0.41622f, 0.46935f, 814 0.39077f, -0.75448f, 0.31698f, -0.76187f, 0.97765f, 0.57052f, 0.55825f, 815 -0.54273f, 0.20466f, -1.46347f, 0.41813f, -0.55019f, -0.19948f, -0.57982f, 816 0.41206f, 0.32373f, 0.38537f, -1.11657f, 0.32887f, -0.76911f, 1.12259f, 817 0.72163f, 0.82603f, 0.37786f, 0.34976f, -1.86642f, 0.59961f, -0.16329f, 818 -0.36631f, -0.56814f, 0.60410f, 0.53158f, 0.56389f, -0.70508f, 0.51009f, 819 -0.56513f, 820 }; 821 822 static const float av1_tx_type_nn_bias_4x16_ver_layer1[4] = { 823 4.60896f, 824 4.53551f, 825 4.53124f, 826 4.27435f, 827 }; 828 829 static const NN_CONFIG av1_tx_type_nnconfig_4x16_ver = { 830 8, // num_inputs 831 4, // num_outputs 832 1, // num_hidden_layers 833 { 834 16, 835 }, // num_hidden_nodes 836 { av1_tx_type_nn_weights_4x16_ver_layer0, 837 av1_tx_type_nn_weights_4x16_ver_layer1 }, 838 { av1_tx_type_nn_bias_4x16_ver_layer0, av1_tx_type_nn_bias_4x16_ver_layer1 } 839 }; 840 /******************************************************************************/ 841 842 // Tx type model for 16x4 block. 843 static const float av1_tx_type_nn_weights_16x4_hor_layer0[128] = { 844 1.45347f, -0.15743f, 0.44236f, 0.25808f, 0.33944f, 0.38678f, 0.24428f, 845 1.67287f, 0.09539f, -0.42940f, -0.31507f, -0.00154f, -2.98755f, -2.27744f, 846 -0.49183f, 0.09333f, -0.99026f, -0.22157f, 0.53701f, 0.60447f, 0.15686f, 847 -0.04646f, 0.26341f, 2.12361f, 0.27090f, -1.14716f, -0.64146f, -0.91604f, 848 -0.75335f, -0.60056f, -1.25084f, 1.68473f, -3.24075f, -4.03867f, -2.07877f, 849 -0.02347f, 0.00333f, -0.01259f, -0.00465f, 0.02526f, 0.36286f, -0.10324f, 850 2.12780f, -0.74584f, -1.05052f, 1.78467f, -0.55065f, -0.03326f, 2.46781f, 851 1.18349f, 0.96015f, 1.01696f, 1.10584f, 1.07263f, 1.11531f, -1.06413f, 852 0.32389f, -1.87360f, -0.14435f, 1.77926f, 1.09966f, -0.12680f, -0.61386f, 853 -0.09724f, -0.33095f, 1.12122f, 1.00791f, 1.52416f, 1.35004f, 1.32657f, 854 0.60950f, -1.13538f, -0.38654f, 0.06473f, 2.10669f, 0.27734f, -0.38359f, 855 -1.91455f, -1.22676f, 0.05786f, 0.97432f, 2.19967f, 0.50457f, 0.78976f, 856 0.95183f, -0.32414f, 0.49437f, -0.04506f, 0.18993f, -0.07971f, 0.23889f, 857 -0.09872f, -0.66036f, 0.05377f, 2.69638f, -0.08259f, -0.69210f, -1.08296f, 858 -1.96504f, -2.31947f, -0.80161f, -0.80456f, -1.35556f, -0.05323f, -4.42658f, 859 -0.30732f, -0.12043f, 0.11126f, 0.10771f, -0.14956f, -0.02218f, 0.41016f, 860 1.16599f, 1.14629f, 1.12881f, 1.18676f, 1.24677f, 1.28695f, 1.11270f, 861 0.08233f, 1.75440f, 0.49228f, -0.34858f, -0.17032f, 0.29288f, 0.47175f, 862 0.19055f, -1.56413f, 863 }; 864 865 static const float av1_tx_type_nn_bias_16x4_hor_layer0[16] = { 866 -1.71227f, 0.47291f, -0.97536f, -0.66216f, 0.11729f, -0.21451f, 867 2.75281f, 0.04318f, 2.03965f, 0.14618f, -0.70483f, -0.24517f, 868 1.14048f, 0.33308f, -1.10886f, 0.41184f, 869 }; 870 871 static const float av1_tx_type_nn_weights_16x4_hor_layer1[64] = { 872 -1.17079f, 0.19096f, -1.05753f, -0.30803f, -1.21680f, -0.67255f, 1.60115f, 873 0.05972f, 1.44759f, -0.04068f, -0.26331f, 0.31400f, 0.96923f, 0.33443f, 874 -0.77215f, -0.91316f, -1.78928f, 0.21483f, -1.24008f, -0.46190f, -0.12127f, 875 -0.62144f, 1.37593f, 0.08373f, 1.56215f, 0.00279f, -0.14556f, 0.38710f, 876 0.96228f, 0.66433f, -0.51798f, -0.80738f, -0.18539f, 0.19377f, -1.03090f, 877 -1.51044f, -0.59485f, -0.62589f, 1.90742f, 0.09078f, 1.49113f, 0.00205f, 878 -0.15918f, 0.40827f, 1.08553f, 0.43431f, 0.33519f, -1.12669f, -1.10274f, 879 0.80004f, -1.83599f, -0.53134f, 2.00515f, -0.32670f, 1.37124f, 0.51136f, 880 1.62563f, 0.24787f, 0.31757f, 0.81751f, 1.57262f, 0.83214f, 1.04661f, 881 -0.43819f, 882 }; 883 884 static const float av1_tx_type_nn_bias_16x4_hor_layer1[4] = { 885 2.32575f, 886 2.75703f, 887 1.12304f, 888 2.15567f, 889 }; 890 891 static const NN_CONFIG av1_tx_type_nnconfig_16x4_hor = { 892 8, // num_inputs 893 4, // num_outputs 894 1, // num_hidden_layers 895 { 896 16, 897 }, // num_hidden_nodes 898 { av1_tx_type_nn_weights_16x4_hor_layer0, 899 av1_tx_type_nn_weights_16x4_hor_layer1 }, 900 { av1_tx_type_nn_bias_16x4_hor_layer0, av1_tx_type_nn_bias_16x4_hor_layer1 } 901 }; 902 903 static const float av1_tx_type_nn_weights_16x4_ver_layer0[32] = { 904 0.26047f, 0.99930f, 1.16484f, -0.28196f, -2.67483f, -0.21456f, -0.16854f, 905 0.46375f, 1.47951f, 1.13735f, 1.12356f, 0.27385f, 0.50978f, 2.09967f, 906 -1.47386f, 0.01950f, -0.06362f, 0.26014f, 1.04544f, -0.03099f, 0.07478f, 907 -0.39701f, 0.05545f, 2.73633f, -0.56305f, -0.02208f, -0.44517f, -0.00897f, 908 -0.17967f, -0.96622f, 0.42635f, -1.04784f, 909 }; 910 911 static const float av1_tx_type_nn_bias_16x4_ver_layer0[8] = { 912 -0.52088f, 0.52844f, -1.03655f, -0.30974f, 913 2.59952f, -1.93604f, 0.00000f, 2.51787f, 914 }; 915 916 static const float av1_tx_type_nn_weights_16x4_ver_layer1[32] = { 917 0.10916f, -0.21219f, -0.51340f, 0.69161f, 1.45988f, -1.36942f, -0.40899f, 918 1.05136f, -0.08486f, 0.10008f, -0.55304f, 0.88012f, 1.61177f, -1.64507f, 919 0.63428f, 1.15130f, -0.17287f, -0.18592f, -0.01143f, 0.88293f, 1.73326f, 920 -1.63624f, 0.09359f, 1.18393f, 0.26531f, 0.22378f, 0.15170f, 1.06965f, 921 1.26814f, -1.93873f, -0.00768f, 1.58309f, 922 }; 923 924 static const float av1_tx_type_nn_bias_16x4_ver_layer1[4] = { 925 2.34713f, 926 1.68667f, 927 1.25488f, 928 1.69812f, 929 }; 930 931 static const NN_CONFIG av1_tx_type_nnconfig_16x4_ver = { 932 4, // num_inputs 933 4, // num_outputs 934 1, // num_hidden_layers 935 { 936 8, 937 }, // num_hidden_nodes 938 { av1_tx_type_nn_weights_16x4_ver_layer0, 939 av1_tx_type_nn_weights_16x4_ver_layer1 }, 940 { av1_tx_type_nn_bias_16x4_ver_layer0, av1_tx_type_nn_bias_16x4_ver_layer1 } 941 }; 942 /******************************************************************************/ 943 944 // Map tx_size to its corresponding neural net model for tx type prediction. 945 static const NN_CONFIG *av1_tx_type_nnconfig_map_hor[] = { 946 &av1_tx_type_nnconfig_4x4_hor, // 4x4 transform 947 &av1_tx_type_nnconfig_8x8_hor, // 8x8 transform 948 &av1_tx_type_nnconfig_16x16, // 16x16 transform 949 NULL, // 32x32 transform 950 NULL, // 64x64 transform 951 &av1_tx_type_nnconfig_4x8_hor, // 4x8 transform 952 &av1_tx_type_nnconfig_8x4_hor, // 8x4 transform 953 &av1_tx_type_nnconfig_8x16_hor, // 8x16 transform 954 &av1_tx_type_nnconfig_16x8_hor, // 16x8 transform 955 NULL, // 16x32 transform 956 NULL, // 32x16 transform 957 NULL, // 32x64 transform 958 NULL, // 64x32 transform 959 &av1_tx_type_nnconfig_4x16_hor, // 4x16 transform 960 &av1_tx_type_nnconfig_16x4_hor, // 16x4 transform 961 NULL, // 8x32 transform 962 NULL, // 32x8 transform 963 NULL, // 16x64 transform 964 NULL, // 64x16 transform 965 }; 966 967 static const NN_CONFIG *av1_tx_type_nnconfig_map_ver[] = { 968 &av1_tx_type_nnconfig_4x4_ver, // 4x4 transform 969 &av1_tx_type_nnconfig_8x8_ver, // 8x8 transform 970 &av1_tx_type_nnconfig_16x16, // 16x16 transform 971 NULL, // 32x32 transform 972 NULL, // 64x64 transform 973 &av1_tx_type_nnconfig_4x8_ver, // 4x8 transform 974 &av1_tx_type_nnconfig_8x4_ver, // 8x4 transform 975 &av1_tx_type_nnconfig_8x16_ver, // 8x16 transform 976 &av1_tx_type_nnconfig_16x8_ver, // 16x8 transform 977 NULL, // 16x32 transform 978 NULL, // 32x16 transform 979 NULL, // 32x64 transform 980 NULL, // 64x32 transform 981 &av1_tx_type_nnconfig_4x16_ver, // 4x16 transform 982 &av1_tx_type_nnconfig_16x4_ver, // 16x4 transform 983 NULL, // 8x32 transform 984 NULL, // 32x8 transform 985 NULL, // 16x64 transform 986 NULL, // 64x16 transform 987 }; 988 989 // Tx split model for 4x8 block. 990 static const float av1_tx_split_nn_weights_4x8_layer0[8 * 16] = { 991 0.068650f, -0.732073f, -0.040361f, 0.322550f, -0.021123f, 0.212518f, 992 -0.350546f, 0.435987f, -0.111756f, -0.401568f, 0.069548f, -0.313000f, 993 0.073918f, -0.373805f, -0.775810f, -0.124753f, 0.181094f, -0.602641f, 994 -0.026219f, -0.350112f, 0.020599f, -0.311752f, -0.476482f, -0.669465f, 995 -0.310921f, 0.348869f, -0.115984f, 0.154250f, 0.200485f, -0.016689f, 996 0.020392f, 0.413810f, 0.634064f, -0.627530f, 0.399178f, -0.012284f, 997 0.472030f, 0.091087f, -0.706100f, -0.447944f, -0.274226f, 0.445656f, 998 0.309339f, 0.505522f, 0.038496f, -0.152809f, 0.408684f, -0.068151f, 999 0.271612f, 0.353233f, -0.150365f, 0.075212f, -0.035096f, 0.346615f, 1000 0.124382f, 0.477072f, 0.216288f, 0.070548f, -0.106362f, 0.681613f, 1001 -0.145502f, -0.218631f, -0.099248f, -0.001983f, -0.196819f, -0.969045f, 1002 0.063009f, -0.123053f, 0.104875f, -0.137581f, -0.282933f, -0.003624f, 1003 -0.315659f, -0.333523f, -0.503000f, -0.100063f, -0.536711f, -0.059978f, 1004 -0.670248f, -0.353762f, 0.181109f, 0.289715f, -0.071206f, 0.261141f, 1005 0.052796f, -0.114554f, -0.139214f, -0.261380f, 0.075984f, -0.647925f, 1006 -0.099528f, -0.677814f, 0.015712f, -0.389385f, -0.095622f, -0.165117f, 1007 -0.109454f, -0.175240f, -0.393914f, 0.212330f, 0.037822f, 0.248280f, 1008 0.180197f, 0.110493f, -0.525727f, -0.092329f, -0.524029f, -0.407364f, 1009 -0.542373f, -0.435626f, -0.912194f, 0.062794f, 0.160433f, 0.741485f, 1010 -0.103659f, -0.119327f, -0.055275f, 0.334358f, 0.014713f, 0.046327f, 1011 0.831114f, -0.576682f, 0.354369f, -0.082088f, 0.452331f, 0.039730f, 1012 -0.792429f, -0.385862f, 1013 }; 1014 1015 static const float av1_tx_split_nn_bias_4x8_layer0[16] = { 1016 0.238621f, 2.186830f, 1.383035f, -0.867139f, 1.257119f, -0.351571f, 1017 -0.240650f, -0.971692f, 2.744843f, 1.116991f, 0.139062f, -0.165332f, 1018 0.262171f, -1.598153f, -1.427340f, -1.602306f, 1019 }; 1020 1021 static const float av1_tx_split_nn_weights_4x8_layer1[16] = { 1022 -0.367134f, 1.373058f, -0.897039f, -0.326819f, -0.734030f, -0.290413f, 1023 -0.501249f, 0.505321f, -0.537692f, -0.767893f, 0.268697f, 0.278987f, 1024 0.085082f, 0.614986f, 0.847904f, 0.637578f, 1025 }; 1026 1027 static const float av1_tx_split_nn_bias_4x8_layer1[1] = { 1028 0.20586078f, 1029 }; 1030 1031 static const NN_CONFIG av1_tx_split_nnconfig_4x8 = { 1032 8, // num_inputs 1033 1, // num_outputs 1034 1, // num_hidden_layers 1035 { 1036 16, 1037 }, // num_hidden_nodes 1038 { 1039 av1_tx_split_nn_weights_4x8_layer0, 1040 av1_tx_split_nn_weights_4x8_layer1, 1041 }, 1042 { 1043 av1_tx_split_nn_bias_4x8_layer0, 1044 av1_tx_split_nn_bias_4x8_layer1, 1045 }, 1046 }; 1047 /******************************************************************************/ 1048 1049 // Tx split model for 8x8 block. 1050 static const float av1_tx_split_nn_weights_8x8_layer0[144] = { 1051 0.177983f, -0.938386f, -0.074460f, -0.221843f, -0.073182f, -0.295155f, 1052 -0.098202f, -0.279510f, 0.001054f, -0.119319f, -1.835282f, -0.581507f, 1053 -1.222222f, -1.049006f, -0.807508f, -0.454252f, -0.774879f, -0.180607f, 1054 -0.886976f, -0.231971f, -0.824677f, -0.351872f, -1.323819f, 0.235378f, 1055 0.015331f, -0.341818f, 0.145549f, -0.348362f, 0.147647f, -0.323400f, 1056 0.047558f, -0.553025f, -0.295485f, -0.330368f, -0.530605f, -0.407516f, 1057 0.447740f, 0.782381f, -0.179164f, -0.584675f, -0.052645f, 0.038656f, 1058 -0.096783f, 0.038342f, -0.170762f, -0.405844f, -0.552665f, -0.509866f, 1059 0.757204f, -1.296465f, 0.631015f, 0.009265f, 0.646192f, 0.044523f, 1060 0.653161f, 0.033820f, 0.849639f, -0.068555f, -1.036085f, -0.511652f, 1061 0.104693f, -1.458690f, 0.286051f, -0.089800f, 0.381564f, -0.302640f, 1062 0.304465f, -0.268706f, 0.432603f, -0.117914f, -2.070031f, -0.565696f, 1063 -0.073027f, -1.783570f, -0.318144f, -0.320990f, -0.343966f, -0.140996f, 1064 -0.322977f, -0.232147f, -0.373210f, -0.158266f, -1.922305f, -0.634373f, 1065 0.101894f, -0.221847f, 0.018412f, -0.423887f, -0.266684f, -0.444930f, 1066 -0.196237f, 0.106638f, -0.065834f, -0.538401f, -0.280772f, -0.620348f, 1067 1.089957f, -0.799928f, 0.504112f, -0.165763f, 0.578741f, -0.172653f, 1068 0.547316f, -0.143484f, 0.717220f, -0.297190f, -1.237854f, -0.074819f, 1069 -0.977304f, -0.484092f, -0.646427f, -0.451443f, -0.612126f, -0.224475f, 1070 -0.731608f, -0.257077f, -0.665857f, -0.346742f, -1.216372f, 0.227267f, 1071 0.231249f, -1.693073f, -0.035899f, 0.380845f, -0.058476f, 0.409405f, 1072 -0.066679f, 0.406731f, -0.068501f, 0.396748f, 0.639462f, 0.150834f, 1073 -0.418659f, -1.421931f, 0.101889f, 0.083573f, 0.129746f, 0.134460f, 1074 0.081185f, 0.127420f, 0.083664f, 0.051096f, 1.361688f, 0.386093f, 1075 }; 1076 1077 static const float av1_tx_split_nn_bias_8x8_layer0[12] = { 1078 4.280443f, 2.218902f, -0.256953f, 3.161431f, 2.082548f, 2.506052f, 1079 2.563224f, 1.421976f, -1.627813f, -1.436085f, 2.297265f, 1.500469f, 1080 }; 1081 1082 static const float av1_tx_split_nn_weights_8x8_layer1[12] = { 1083 1.178833f, -0.428527f, -0.078737f, 0.381434f, -0.466895f, -0.901745f, 1084 -0.766968f, -0.356663f, 0.450146f, 0.509370f, -0.356604f, -0.443506f, 1085 }; 1086 1087 static const float av1_tx_split_nn_bias_8x8_layer1[1] = { 1088 -0.156294f, 1089 }; 1090 1091 static const NN_CONFIG av1_tx_split_nnconfig_8x8 = { 1092 12, // num_inputs 1093 1, // num_outputs 1094 1, // num_hidden_layers 1095 { 1096 12, 1097 }, // num_hidden_nodes 1098 { 1099 av1_tx_split_nn_weights_8x8_layer0, 1100 av1_tx_split_nn_weights_8x8_layer1, 1101 }, 1102 { 1103 av1_tx_split_nn_bias_8x8_layer0, 1104 av1_tx_split_nn_bias_8x8_layer1, 1105 }, 1106 }; 1107 /******************************************************************************/ 1108 1109 // Tx split model for 8x16 block. 1110 static const float av1_tx_split_nn_weights_8x16_layer0[8 * 64] = { 1111 0.374660f, 0.218905f, -0.139779f, 0.212141f, 0.056517f, 0.051114f, 1112 0.042860f, -0.273258f, -0.340809f, 0.138983f, -0.216996f, -0.241519f, 1113 -0.123244f, 0.078577f, -0.472273f, -0.194201f, 0.125056f, 0.239761f, 1114 -0.332782f, 0.174782f, -0.211400f, -0.129795f, 0.062195f, 0.113176f, 1115 -0.008869f, 0.140764f, 0.059833f, 0.163826f, 0.359293f, -0.109797f, 1116 -0.022091f, -0.059536f, -0.188226f, 0.179709f, 0.031386f, 0.164790f, 1117 0.214364f, 0.198555f, 0.152262f, -0.242980f, 0.319367f, -0.136902f, 1118 0.046524f, -0.043591f, 0.342178f, -0.011757f, -0.014286f, 0.072871f, 1119 -0.278314f, -0.345303f, -0.252103f, -0.107154f, -0.235101f, -0.106739f, 1120 -0.120865f, -0.160042f, 0.240028f, 0.112902f, -0.141587f, -0.703012f, 1121 -0.136591f, 0.318993f, -0.154417f, -0.054668f, 0.192870f, 0.176166f, 1122 -0.029965f, 0.266942f, -0.178384f, 0.038680f, 0.134403f, -0.002426f, 1123 0.534825f, -0.070923f, 0.413281f, 0.418148f, 0.093729f, 0.016454f, 1124 0.305358f, -0.040512f, 0.069904f, -0.227588f, -0.362220f, -0.031604f, 1125 -0.394901f, 0.071506f, -0.342833f, -0.142550f, -0.164005f, 0.182600f, 1126 0.213062f, 0.076805f, 0.278758f, 0.125613f, -0.035552f, 0.040971f, 1127 0.182785f, -0.227961f, -0.105413f, -0.074949f, -0.084629f, -0.254767f, 1128 0.114657f, 0.047121f, 0.195902f, 0.264759f, 0.017799f, 0.210230f, 1129 0.150749f, -0.142142f, 0.182494f, -0.142415f, -0.259782f, -0.114830f, 1130 -0.198826f, 0.000061f, -0.375668f, -0.276656f, -0.373202f, 0.210298f, 1131 0.422680f, 0.066960f, 0.351106f, -0.209034f, 0.367195f, -0.110274f, 1132 0.115573f, -0.066642f, -0.389673f, -0.260447f, 0.056949f, -0.180425f, 1133 0.069922f, -0.153506f, -0.097053f, -0.111757f, 0.094069f, 0.144837f, 1134 -0.052984f, -0.506681f, -0.034474f, 0.279057f, -0.105025f, 0.006656f, 1135 -0.125017f, -0.114096f, 0.103153f, -0.117402f, -0.359472f, 0.072534f, 1136 0.110291f, 0.003088f, -0.456897f, 0.038331f, -0.322298f, 0.113942f, 1137 -0.119916f, -0.194392f, 0.093167f, 0.193459f, 0.074671f, 0.033602f, 1138 0.004440f, -0.179578f, -0.036637f, -0.216172f, -0.296530f, -0.318992f, 1139 0.319160f, -0.066218f, 0.291246f, 0.181292f, 0.089914f, 0.025273f, 1140 0.303128f, 0.019063f, 0.078545f, -0.396919f, 0.014065f, -0.122121f, 1141 0.037107f, -0.151886f, -0.299392f, -0.172207f, -0.124571f, -0.232553f, 1142 0.102970f, -0.225040f, 0.061059f, -0.258188f, -0.469871f, -0.099607f, 1143 -0.061524f, -0.213700f, 0.070237f, -0.289134f, -0.238225f, 0.256403f, 1144 -0.119344f, 0.067782f, -0.398983f, -0.123975f, -0.200205f, -0.047038f, 1145 0.026569f, 0.031037f, 0.094302f, -0.101239f, 0.433307f, -0.303612f, 1146 0.088537f, -0.164436f, 0.202471f, -0.048592f, -0.251904f, 0.122577f, 1147 -0.309874f, -0.263405f, -0.292503f, 0.216589f, 0.035378f, 0.136599f, 1148 -0.145844f, -0.018211f, 0.174084f, -0.449941f, -0.001428f, 0.064134f, 1149 0.039652f, 0.111083f, -0.246076f, -0.204733f, 0.056559f, -0.000123f, 1150 0.104049f, 0.138512f, -0.128309f, 0.087855f, 0.232784f, 0.247138f, 1151 0.162766f, 0.154829f, 0.313605f, -0.164115f, -0.050844f, 0.156549f, 1152 0.185279f, -0.238962f, -0.308281f, -0.179592f, -0.193262f, 0.201670f, 1153 -0.203399f, -0.096831f, -0.127867f, 0.310674f, -0.008181f, 0.004078f, 1154 -0.211038f, -0.193480f, -0.185639f, -0.150202f, -0.204858f, -0.240758f, 1155 0.114268f, -0.032535f, -0.052403f, -0.234333f, -0.064072f, -0.208444f, 1156 -0.352853f, -0.224001f, -0.156330f, 0.215436f, 0.171846f, 0.291849f, 1157 0.108832f, 0.046991f, -0.127801f, 0.032485f, 0.141493f, 0.123319f, 1158 -0.057250f, 0.315346f, -0.061317f, -0.465086f, -0.130179f, -0.217841f, 1159 -0.239089f, -0.073251f, -0.327718f, 0.054905f, -0.283169f, -0.028900f, 1160 0.071450f, 0.270072f, 0.248891f, 0.088052f, 0.253319f, 0.122808f, 1161 0.175490f, -0.147805f, 0.089169f, -0.045457f, -0.330788f, 0.099791f, 1162 -0.137376f, -0.195977f, -0.350942f, -0.284930f, -0.559037f, 0.030504f, 1163 0.162554f, -0.199100f, -0.050453f, -0.131320f, -0.077863f, -0.066253f, 1164 -0.379723f, -0.424047f, -0.081182f, -0.252261f, -0.102815f, 0.058240f, 1165 -0.182036f, 0.176772f, -0.070823f, 0.216054f, -0.211533f, -0.232992f, 1166 0.279346f, 0.117984f, 0.236674f, 0.126625f, -0.046220f, 0.044919f, 1167 0.278492f, 0.083944f, 0.180512f, 0.217994f, 0.401170f, -0.064417f, 1168 0.011636f, -0.139597f, -0.050020f, -0.268438f, -0.032803f, 0.024908f, 1169 -0.085713f, -0.012984f, -0.055192f, -0.338657f, 0.045826f, -0.312849f, 1170 -0.023393f, -0.168800f, -0.030886f, -0.131816f, -0.253542f, -0.104812f, 1171 -0.354389f, 0.169464f, 0.094151f, -0.217122f, -0.456397f, 0.211478f, 1172 0.219232f, -0.155519f, -0.353700f, -0.264759f, -0.034709f, 0.034409f, 1173 -0.148639f, -0.132850f, -0.216791f, -0.118492f, 0.173721f, -0.144181f, 1174 0.335028f, 0.176439f, 0.105980f, 0.169390f, 0.155615f, -0.040618f, 1175 -0.176029f, 0.155569f, -0.184833f, -0.171099f, -0.178663f, -0.032051f, 1176 -0.434334f, 0.092238f, -0.263103f, 0.061804f, -0.172957f, 0.005962f, 1177 -0.100176f, 0.125898f, 0.048092f, -0.088141f, 0.247196f, -0.221601f, 1178 -0.114474f, -0.124410f, -0.156393f, -0.181782f, -0.083562f, 0.034937f, 1179 0.403401f, -0.046200f, 0.322259f, 0.219678f, 0.109850f, 0.051837f, 1180 0.196861f, -0.019118f, 0.248818f, -0.137567f, 0.127862f, 0.052293f, 1181 0.298726f, 0.275788f, 0.015344f, 0.058714f, 0.283691f, -0.053794f, 1182 -0.123270f, -0.227761f, -0.141744f, -0.268515f, -0.007189f, -0.242117f, 1183 -0.252396f, -0.069017f, 0.034803f, -0.003388f, -0.262577f, 0.062115f, 1184 -0.298393f, 0.215415f, -0.153615f, 0.289902f, 0.085886f, -0.504290f, 1185 0.077178f, 0.150861f, -0.228848f, -0.261020f, 0.198204f, 0.162113f, 1186 0.346418f, -0.286950f, 0.354756f, -0.226419f, 0.024720f, 0.208037f, 1187 0.107286f, -0.110849f, 0.104415f, -0.207725f, 0.063932f, -0.037748f, 1188 -0.167037f, -0.068282f, 0.320815f, -0.051884f, 0.099989f, -0.078388f, 1189 0.127071f, 0.046675f, -0.336571f, -0.273080f, 0.264694f, -0.007352f, 1190 -0.093828f, 0.094773f, -0.144434f, 0.091795f, -0.031615f, 0.056914f, 1191 0.064673f, -0.136669f, 0.344734f, 0.225926f, 0.283451f, -0.068354f, 1192 0.030572f, 0.180784f, -0.378047f, -0.092962f, -0.083291f, 0.038970f, 1193 0.052094f, -0.017932f, 0.216302f, -0.184396f, 0.079888f, 0.210406f, 1194 -0.020627f, 0.244744f, 0.336972f, -0.182914f, -0.220976f, -0.304225f, 1195 -0.330974f, -0.370868f, -0.084935f, -0.136489f, -0.210082f, -0.188088f, 1196 -0.408768f, 0.184693f, 1197 }; 1198 1199 static const float av1_tx_split_nn_bias_8x16_layer0[64] = { 1200 -0.274107f, 0.445751f, 0.234359f, 0.291593f, 0.163298f, 0.183707f, 1201 -0.548839f, -0.190779f, -0.163346f, -0.669028f, 0.399209f, -0.354974f, 1202 0.000000f, -0.254630f, 0.220149f, 0.371104f, 0.789759f, 0.270300f, 1203 0.195126f, -0.206958f, 0.917708f, -0.256232f, 1.131933f, 1.178944f, 1204 0.461270f, 0.246169f, -0.818614f, -0.111986f, 0.759355f, 0.154889f, 1205 0.470299f, -1.025250f, 0.678678f, 0.959346f, -0.164105f, 0.544079f, 1206 -0.448733f, 0.649221f, -0.536672f, 0.962758f, -0.256427f, 0.808664f, 1207 -0.118694f, 0.684873f, -0.015635f, -0.046469f, 0.075481f, 0.412647f, 1208 0.454456f, -0.107169f, 0.775235f, -0.261629f, -1.194849f, 0.010093f, 1209 -0.231289f, 0.658286f, -0.769320f, 0.564545f, 0.482962f, -0.131378f, 1210 -0.255844f, -0.078400f, 0.476752f, 0.643001f, 1211 }; 1212 1213 static const float av1_tx_split_nn_weights_8x16_layer1[64] = { 1214 -0.145065f, -0.145101f, 0.174786f, 0.196692f, 0.102025f, -0.087735f, 1215 0.386353f, -0.660539f, -0.183940f, 0.490045f, -0.276404f, -0.145669f, 1216 0.209846f, -0.085574f, -0.156821f, -0.377450f, -0.950010f, 0.450709f, 1217 -0.108545f, -0.261181f, 1.435606f, -0.176621f, -1.158548f, 2.035680f, 1218 0.218069f, -0.138629f, 0.305958f, -0.277194f, -0.602468f, 0.203873f, 1219 0.120720f, 0.216095f, -0.434502f, -0.579746f, -0.239450f, 0.755529f, 1220 0.545643f, 0.232091f, 0.330169f, 0.988136f, -0.070465f, -0.345584f, 1221 -0.162455f, -0.617064f, 0.123881f, -0.201098f, 0.222756f, 0.112932f, 1222 0.048647f, -0.147890f, 0.394584f, -0.262148f, 0.280564f, -0.195432f, 1223 -0.047515f, 1.133410f, 0.255415f, -0.299032f, -0.397807f, -0.153246f, 1224 -0.256734f, 0.177370f, 0.213522f, -0.530158f, 1225 }; 1226 1227 static const float av1_tx_split_nn_bias_8x16_layer1[1] = { 1228 0.14910713f, 1229 }; 1230 1231 static const NN_CONFIG av1_tx_split_nnconfig_8x16 = { 1232 8, // num_inputs 1233 1, // num_outputs 1234 1, // num_hidden_layers 1235 { 1236 64, 1237 }, // num_hidden_nodes 1238 { 1239 av1_tx_split_nn_weights_8x16_layer0, 1240 av1_tx_split_nn_weights_8x16_layer1, 1241 }, 1242 { 1243 av1_tx_split_nn_bias_8x16_layer0, 1244 av1_tx_split_nn_bias_8x16_layer1, 1245 }, 1246 }; 1247 /******************************************************************************/ 1248 1249 // Tx split model for 16x16 block. 1250 static const float av1_tx_split_nn_weights_16x16_layer0[12 * 24] = { 1251 -0.177215f, -0.297166f, 0.299924f, 0.207878f, 0.216871f, 0.173264f, 1252 0.295464f, 0.048395f, 0.154731f, 0.305880f, 0.056787f, -0.166617f, 1253 0.115653f, -0.529477f, -0.073995f, -0.211746f, -0.018169f, 0.000788f, 1254 -0.024940f, -0.007055f, 0.001392f, 0.021678f, -1.594600f, -0.099593f, 1255 0.332930f, 0.103574f, 0.158249f, 0.182601f, 0.332665f, 0.226207f, 1256 -0.139566f, 0.185531f, 0.099074f, -0.185654f, -0.203121f, -0.285678f, 1257 -0.313453f, -0.294452f, -0.143707f, -0.031265f, -0.453030f, -0.061874f, 1258 -0.066150f, -0.099058f, -0.458879f, 0.127544f, 0.338314f, -0.161350f, 1259 0.030091f, -0.075528f, 0.004320f, 0.353690f, -0.013480f, -0.420402f, 1260 -0.004659f, -0.329401f, -0.001745f, 0.227384f, -0.055183f, 0.121405f, 1261 0.160340f, 0.143603f, -0.221813f, 0.079107f, -0.657639f, -0.084348f, 1262 -0.303414f, 0.046774f, -0.367679f, 0.060005f, 0.168645f, 0.084421f, 1263 -0.133625f, 0.301375f, 0.079412f, -0.419303f, 0.017235f, 0.068637f, 1264 0.018384f, -0.428325f, -0.019753f, 0.149444f, -0.474836f, -0.287162f, 1265 0.198083f, 0.028292f, -0.299092f, -0.005849f, -0.256245f, 0.233277f, 1266 -0.217561f, -0.264003f, 0.269411f, 0.207032f, -0.339411f, -0.198431f, 1267 -0.028521f, 0.158076f, 0.177116f, 0.345702f, -0.145132f, 0.064623f, 1268 -0.090867f, 0.288816f, -0.263198f, -0.071028f, -0.044546f, 0.380017f, 1269 -0.014100f, -0.271192f, -0.318559f, 0.129015f, -0.050314f, -0.093355f, 1270 -0.578498f, 0.099090f, -0.133080f, -0.029975f, -0.059828f, -0.157765f, 1271 -0.321153f, -0.343671f, -0.242959f, 0.128304f, 0.017170f, 0.072787f, 1272 -0.475838f, -0.003806f, -0.068615f, 0.150556f, -0.159903f, -0.416513f, 1273 0.218794f, -0.290456f, -0.084569f, -0.170014f, -0.044414f, -0.153069f, 1274 -0.077329f, -0.089747f, -0.096526f, 0.537952f, 0.134725f, -0.006469f, 1275 -0.323335f, -0.168183f, -0.107163f, -0.139954f, 0.011286f, -0.021712f, 1276 -0.513992f, 0.259135f, -0.319808f, 0.077811f, 0.104613f, 0.370571f, 1277 0.185244f, 0.065530f, -0.091098f, -0.573741f, 0.111934f, 0.437417f, 1278 -0.123691f, 0.220641f, -0.024783f, -0.149460f, -0.354185f, -0.134127f, 1279 0.038015f, -0.380596f, 0.250980f, 0.142208f, 0.135170f, -0.131129f, 1280 -0.357556f, -0.530945f, 0.159672f, -0.147025f, -0.377829f, -0.504508f, 1281 -0.492870f, 0.020753f, 0.142818f, 0.025172f, 0.086140f, 0.091283f, 1282 0.087491f, -0.186415f, 0.177785f, -0.195121f, -1.191148f, -0.477102f, 1283 0.023371f, 0.227004f, -0.023502f, -0.242913f, -0.074398f, -0.153480f, 1284 0.162900f, 0.415509f, -0.162565f, -0.131709f, -0.258852f, -0.252027f, 1285 -0.080845f, -0.330274f, 0.021874f, 0.232398f, 0.069277f, 0.220567f, 1286 -0.024237f, -0.366771f, 0.081673f, -0.429906f, -0.302170f, 0.061045f, 1287 0.352777f, -0.230376f, 0.408153f, 0.064758f, 0.142051f, 0.007219f, 1288 0.622878f, 0.212577f, 0.036489f, 0.081150f, -0.284767f, 0.107763f, 1289 -0.529786f, -0.072190f, -0.300421f, -0.287959f, -0.568900f, 0.011547f, 1290 -0.131696f, -0.356854f, -0.587962f, -0.026598f, 0.405829f, 0.057565f, 1291 0.414265f, -0.159155f, 0.221456f, 0.146314f, 0.265776f, -0.006516f, 1292 0.473978f, -0.186431f, 0.288672f, -0.060437f, 0.083380f, -0.205641f, 1293 0.360016f, 0.222041f, 0.420011f, 0.024579f, 0.377546f, 0.250380f, 1294 -0.069900f, 0.296743f, 0.073532f, -0.243225f, -0.374987f, -0.387288f, 1295 -0.237255f, -0.287013f, 0.417831f, -0.252988f, -0.257652f, -0.066775f, 1296 -0.253926f, 0.057841f, 0.346133f, -0.157797f, -0.406028f, -0.286893f, 1297 0.274507f, -0.452561f, 0.143381f, -0.097755f, 0.021242f, 0.034561f, 1298 0.044115f, 0.004065f, 0.066729f, 0.043558f, 0.102991f, -0.477574f, 1299 }; 1300 1301 static const float av1_tx_split_nn_bias_16x16_layer0[24] = { 1302 -0.479033f, 1.467402f, -0.366291f, 0.372511f, 0.715322f, -0.605500f, 1303 0.176848f, 0.032318f, 0.237429f, -0.046047f, 0.452082f, 0.451805f, 1304 -0.822845f, 0.636762f, -0.057350f, 1.163978f, 0.728287f, 0.603654f, 1305 -0.245519f, -0.893569f, -1.428185f, 0.808870f, -0.076159f, 1.231976f, 1306 }; 1307 1308 static const float av1_tx_split_nn_weights_16x16_layer1[24] = { 1309 -0.176161f, 1.670188f, -0.180755f, -0.321326f, 0.249728f, -0.170504f, 1310 -0.538432f, 0.033893f, 0.149842f, 0.404140f, -0.377812f, 0.338838f, 1311 -0.176091f, 0.249844f, -0.362533f, 1.412460f, 0.196862f, 0.278194f, 1312 -0.140444f, 0.297746f, 0.172533f, 0.116470f, -0.151656f, -0.603250f, 1313 }; 1314 1315 static const float av1_tx_split_nn_bias_16x16_layer1[1] = { 1316 0.184803f, 1317 }; 1318 1319 static const NN_CONFIG av1_tx_split_nnconfig_16x16 = { 1320 12, // num_inputs 1321 1, // num_outputs 1322 1, // num_hidden_layers 1323 { 1324 24, 1325 }, // num_hidden_nodes 1326 { 1327 av1_tx_split_nn_weights_16x16_layer0, 1328 av1_tx_split_nn_weights_16x16_layer1, 1329 }, 1330 { 1331 av1_tx_split_nn_bias_16x16_layer0, 1332 av1_tx_split_nn_bias_16x16_layer1, 1333 }, 1334 }; 1335 /******************************************************************************/ 1336 1337 // Tx split model for 32x32 block. 1338 static const float av1_tx_split_nn_weights_32x32_layer0[12 * 32] = { 1339 -0.439303f, 0.004813f, -0.365052f, -0.116868f, -0.356716f, -0.196537f, 1340 -0.196770f, -0.076096f, 0.357004f, -0.044909f, -0.112910f, -0.129081f, 1341 0.156725f, -0.386346f, 0.038971f, 0.160696f, 0.204923f, -0.384333f, 1342 -0.319546f, 0.028179f, -0.250524f, -0.289669f, -0.284138f, -0.258963f, 1343 -0.180854f, -0.000807f, -0.029620f, -0.353134f, 0.212408f, 0.141414f, 1344 0.303016f, 0.098066f, 0.482455f, 0.036069f, -0.166279f, 0.210119f, 1345 -0.086337f, -0.023550f, -0.250796f, -0.183945f, -0.393856f, 0.170608f, 1346 -0.306403f, 0.026318f, -0.277296f, 0.092684f, -0.033584f, -0.018371f, 1347 -0.025043f, -0.257659f, -0.139163f, -0.206949f, -0.190105f, 0.028053f, 1348 0.361851f, -0.364726f, -0.096771f, -0.184166f, -0.433228f, -0.182191f, 1349 -0.097051f, 0.259172f, 0.016432f, 0.259358f, 0.145059f, 0.037196f, 1350 0.091581f, -0.219644f, 0.140384f, -0.446837f, -0.234531f, 0.149508f, 1351 -0.083429f, 0.186189f, -0.099890f, -0.111277f, 0.495214f, 0.085053f, 1352 -0.266613f, -0.051366f, 0.148593f, 0.111875f, 0.077787f, -0.371653f, 1353 -0.146157f, -0.229235f, 0.076203f, 0.488975f, 0.096771f, -0.009483f, 1354 0.192985f, 0.246273f, -0.192671f, -0.557890f, -0.292650f, -0.088907f, 1355 -0.106892f, -0.329659f, 0.012105f, -0.359326f, 0.170723f, -0.004357f, 1356 0.171593f, -0.478768f, -0.236016f, -0.035077f, 0.133731f, 0.137962f, 1357 -0.397926f, -0.155164f, -0.276709f, -0.186602f, -0.258301f, 0.036965f, 1358 -0.649359f, 0.127605f, 0.097930f, 0.182775f, -0.313324f, 0.053349f, 1359 0.204203f, -0.222948f, -0.059008f, -0.049759f, -0.056848f, 0.087497f, 1360 -0.039987f, -0.055042f, -0.041623f, -0.078424f, -0.317291f, -0.191398f, 1361 0.632147f, 0.221825f, 0.268394f, -0.096357f, 0.442545f, -0.007117f, 1362 -0.036125f, 0.000525f, 0.088092f, -0.203653f, 0.086925f, 0.439141f, 1363 0.329889f, -0.370050f, -0.194306f, -0.207430f, 0.132779f, -0.217614f, 1364 -0.039444f, -0.053019f, -0.260725f, -0.116563f, -0.271048f, 0.283737f, 1365 -0.007300f, 0.062257f, -0.347865f, -0.296767f, -0.359123f, 0.230459f, 1366 -0.189117f, -0.087622f, -0.561091f, 0.184182f, -0.044980f, 0.012643f, 1367 0.241672f, 0.050272f, -0.204851f, -0.159285f, -0.064081f, -0.118666f, 1368 -0.269471f, 0.231668f, 0.135749f, -0.131162f, 0.062760f, 0.100949f, 1369 0.074967f, -0.056918f, 0.251707f, 0.034098f, 0.341290f, -0.105027f, 1370 0.313246f, -0.092679f, -0.014632f, -0.390967f, 0.136881f, -0.241554f, 1371 0.097674f, 0.110832f, -0.390245f, 0.017654f, -0.506222f, 0.065252f, 1372 0.244834f, -0.171352f, -0.331702f, 0.111043f, 0.125217f, -0.058116f, 1373 -0.382595f, -0.052545f, 0.114261f, -0.493617f, 0.243984f, -0.171053f, 1374 0.165009f, -0.063020f, 0.096502f, 0.341339f, -0.013443f, 0.056372f, 1375 0.339284f, 0.398376f, 0.389409f, 0.257252f, 0.517368f, 0.078856f, 1376 0.087716f, -0.171092f, 0.227461f, 0.125307f, -0.054423f, -0.143161f, 1377 0.224041f, -0.086477f, -0.092548f, 0.072392f, -0.061608f, 0.258347f, 1378 0.147033f, -0.478244f, -0.204869f, 0.038552f, -0.144563f, 0.224087f, 1379 -0.296705f, 0.153889f, -0.064624f, 0.085265f, -0.103826f, 0.127971f, 1380 0.019965f, 0.111937f, -0.074187f, -0.029518f, -0.127305f, -0.012210f, 1381 0.042714f, 0.070052f, -0.202360f, 0.348144f, -0.132097f, -0.209585f, 1382 -0.248286f, -0.065774f, -0.089482f, -0.133226f, 0.325430f, -0.013468f, 1383 -0.406090f, -0.144936f, 0.208620f, 0.343445f, -0.059639f, 0.114857f, 1384 -0.069431f, -0.218725f, 0.190575f, -0.368101f, 0.030030f, 0.062815f, 1385 -0.239369f, -0.537852f, 0.022487f, 0.023038f, 0.190788f, 0.040123f, 1386 -0.004304f, 0.060749f, -0.108929f, 0.136796f, -0.542875f, -0.227074f, 1387 -0.182244f, 0.082559f, 0.019149f, 0.178854f, 0.120284f, 0.009070f, 1388 0.068268f, -0.544822f, 0.120536f, 0.354028f, -0.119890f, -0.122055f, 1389 -0.405335f, 0.122341f, -0.304412f, 0.062405f, -0.302568f, -0.276505f, 1390 -0.120915f, -0.221841f, 0.282007f, -0.253971f, 0.059517f, -0.144976f, 1391 0.149391f, -0.047355f, -0.167742f, -0.392333f, -0.041132f, 0.342135f, 1392 0.017485f, 0.021038f, -0.023728f, -0.192181f, -0.103996f, 0.092873f, 1393 -0.114365f, -0.397732f, -0.065421f, 0.053084f, 0.035201f, 0.053019f, 1394 -0.105377f, -0.039500f, 0.131904f, -0.123911f, -0.390328f, -0.125198f, 1395 -0.000126f, 0.014864f, -0.220187f, 0.084056f, -0.492155f, -0.164979f, 1396 0.133592f, 0.121519f, -0.240813f, 0.186680f, 0.118673f, 0.235006f, 1397 -0.239894f, -0.185759f, -0.336992f, 0.209620f, -0.298845f, 0.127803f, 1398 -0.083992f, 0.194340f, -0.245378f, 0.212308f, 0.142512f, -0.163324f, 1399 0.383495f, 0.291065f, 0.286620f, -0.239957f, 0.225127f, -0.174424f, 1400 0.297231f, -0.045434f, 0.156444f, -0.184273f, -0.204567f, 0.202551f, 1401 0.370019f, -0.073910f, 0.344897f, 0.063100f, 0.338547f, -0.099145f, 1402 0.391863f, -0.214244f, -0.241734f, -0.281851f, -0.035133f, -0.153157f, 1403 }; 1404 1405 static const float av1_tx_split_nn_bias_32x32_layer0[32] = { 1406 0.143343f, -0.021982f, -0.314939f, 0.170867f, -0.081248f, 0.125758f, 1407 -0.355762f, 0.279798f, 1.027712f, -0.434660f, 1.072005f, 0.668893f, 1408 -0.031216f, -0.528650f, 0.328349f, 0.543645f, -0.188810f, 0.221110f, 1409 -1.638637f, 0.058045f, -1.731105f, -0.444284f, 0.513693f, 0.890025f, 1410 0.160288f, 0.393312f, 0.332856f, -0.080767f, 0.299822f, 0.235876f, 1411 0.254942f, -0.017796f, 1412 }; 1413 1414 static const float av1_tx_split_nn_weights_32x32_layer1[32] = { 1415 -0.090326f, -0.267553f, -0.026071f, 0.100912f, 0.279137f, 0.079064f, 1416 -0.074885f, 0.053804f, 0.736810f, -0.031693f, -0.970514f, 0.174069f, 1417 0.095940f, -0.065047f, 0.052911f, 0.176728f, -0.058274f, 0.148364f, 1418 -0.162210f, 0.093875f, -0.367663f, 0.020876f, 0.137280f, -1.099116f, 1419 0.146854f, 0.075590f, 0.228534f, 0.141993f, 0.072143f, 0.101421f, 1420 -0.068547f, -0.154148f, 1421 }; 1422 1423 static const float av1_tx_split_nn_bias_32x32_layer1[1] = { 1424 0.316622f, 1425 }; 1426 1427 static const NN_CONFIG av1_tx_split_nnconfig_32x32 = { 1428 12, // num_inputs 1429 1, // num_outputs 1430 1, // num_hidden_layers 1431 { 1432 32, 1433 }, // num_hidden_nodes 1434 { 1435 av1_tx_split_nn_weights_32x32_layer0, 1436 av1_tx_split_nn_weights_32x32_layer1, 1437 }, 1438 { 1439 av1_tx_split_nn_bias_32x32_layer0, 1440 av1_tx_split_nn_bias_32x32_layer1, 1441 }, 1442 }; 1443 /******************************************************************************/ 1444 1445 // Tx split model for 64x64 block. 1446 static const float av1_tx_split_nn_weights_64x64_layer0[12 * 32] = { 1447 -0.006828f, 0.149944f, -0.017614f, -0.044599f, -0.024517f, 0.507698f, 1448 0.001039f, 0.037164f, 0.015091f, -0.306620f, -0.162047f, -0.369440f, 1449 0.396310f, 0.087121f, 0.208609f, -0.083068f, 0.493774f, 0.217682f, 1450 0.377393f, 0.172879f, 0.397422f, 0.078919f, 0.741350f, 0.064169f, 1451 -0.099989f, -0.192983f, -0.278230f, -0.310048f, -0.439965f, -0.226698f, 1452 -0.436596f, -0.007551f, -0.396721f, 0.153570f, -0.190838f, -0.071869f, 1453 0.048799f, -0.301301f, -0.005015f, 0.500480f, -0.030622f, -0.559095f, 1454 -0.032634f, -0.054160f, -0.056979f, -0.456545f, 0.306536f, -0.411323f, 1455 -0.005366f, -0.069496f, 0.019990f, 0.327931f, -0.002516f, 0.393190f, 1456 0.001759f, 0.035093f, -0.030302f, -0.528984f, 0.174781f, 0.241462f, 1457 -0.415427f, -0.164502f, 0.143065f, -0.122595f, 0.082049f, -0.143346f, 1458 0.055642f, -0.124701f, 0.004050f, -0.216235f, -2.681730f, 0.101658f, 1459 0.381239f, 0.465936f, 0.331154f, 0.301708f, -0.360171f, 0.054886f, 1460 -0.118658f, 0.287921f, 0.277859f, 0.203784f, 0.247809f, 0.656924f, 1461 -0.354628f, 0.315081f, 0.105108f, -0.510179f, 0.059267f, 0.061386f, 1462 0.076423f, 0.347119f, 0.100134f, 0.028402f, -0.118621f, -0.238689f, 1463 0.080141f, -0.138863f, 0.009009f, -0.100526f, -0.138875f, 0.066992f, 1464 0.005949f, 0.564336f, 0.046994f, 0.004655f, 0.366047f, 0.014695f, 1465 -0.146928f, -0.024665f, -0.440357f, -0.109395f, 0.527231f, -0.020925f, 1466 -0.227236f, -0.068141f, 0.282009f, 0.040192f, -0.267100f, 0.229228f, 1467 0.133861f, 0.338706f, -0.030178f, -0.040919f, -0.026343f, -0.330338f, 1468 -0.066931f, -0.110580f, -0.072056f, 0.599457f, -0.020738f, 0.169200f, 1469 0.836240f, -0.157548f, 0.386273f, 0.002404f, 0.329410f, -0.007020f, 1470 0.351705f, -0.041259f, 0.388861f, 0.003899f, 0.582627f, 0.023572f, 1471 0.409912f, -0.158472f, 0.536383f, 0.525093f, 0.604247f, 0.439159f, 1472 0.692832f, 0.046272f, 0.590367f, -0.082166f, 0.262357f, 0.478671f, 1473 0.031935f, 0.042675f, 0.120002f, 0.398616f, -0.078967f, 0.227986f, 1474 -0.044679f, 0.151061f, -0.085564f, 0.220205f, -0.265606f, -0.203623f, 1475 0.204719f, -0.125922f, 0.038544f, -0.269379f, 0.025866f, 0.109967f, 1476 0.019064f, -0.237297f, -0.309746f, -0.329118f, -0.278368f, -0.063859f, 1477 0.278496f, 0.018620f, 0.209971f, 0.296250f, 0.142850f, 0.288689f, 1478 0.137084f, 0.130517f, 0.128171f, -0.155396f, -0.008449f, -0.099845f, 1479 0.173455f, -0.059909f, -0.147318f, 0.102851f, -0.251389f, -0.001448f, 1480 0.103907f, 0.297273f, -0.027846f, 0.028260f, -0.382601f, 0.346695f, 1481 -0.601641f, 0.162366f, -0.477495f, -0.042731f, -0.387871f, -0.051791f, 1482 -0.401498f, -0.048446f, -0.456270f, -0.062287f, 0.493919f, 0.003008f, 1483 0.099917f, -0.358525f, -0.094903f, -0.022811f, -0.062259f, 0.019455f, 1484 -0.050644f, 0.020041f, -0.132912f, -0.061578f, -3.083691f, -0.014961f, 1485 -0.129115f, -0.710559f, 0.157213f, -0.844037f, -0.121991f, -0.943386f, 1486 -0.231269f, -0.003462f, 0.331478f, -0.132703f, -1.285993f, -0.120957f, 1487 -0.373755f, -0.322609f, 0.309059f, -0.131523f, -0.118334f, -0.063805f, 1488 -0.104251f, 0.012166f, -0.094699f, -0.283753f, 0.128168f, -0.526929f, 1489 -0.050331f, 0.186153f, 0.005913f, -0.221236f, 0.036363f, 0.160909f, 1490 -0.001342f, -0.382749f, 0.037820f, 0.281689f, -0.024275f, 0.028854f, 1491 0.318291f, 0.318526f, 0.035778f, 0.034031f, 0.189663f, -0.293367f, 1492 0.082022f, 0.127923f, 0.078866f, -0.081361f, -0.268117f, 0.246675f, 1493 0.248605f, -0.215479f, -0.073084f, 0.496140f, -0.067327f, 0.396237f, 1494 -0.120739f, 0.033752f, -0.044120f, -0.218941f, -0.028078f, 0.195132f, 1495 -0.040400f, 0.281604f, -0.100471f, 0.415207f, -0.258503f, -0.429749f, 1496 0.150569f, -0.010859f, 0.136448f, 0.026589f, 0.148466f, 0.110764f, 1497 0.380967f, 0.009177f, 0.103075f, 0.116417f, 0.226273f, -0.327746f, 1498 0.169346f, 0.284553f, -0.094986f, 0.312745f, -0.147840f, 0.025062f, 1499 -0.494482f, 0.112388f, -0.213962f, 0.107050f, -0.433371f, -0.096276f, 1500 -0.244835f, -0.003518f, -0.459148f, -0.145080f, 0.017150f, 0.042846f, 1501 -0.237479f, 0.104746f, 0.158677f, 0.358937f, 0.099921f, 0.277109f, 1502 0.012410f, -0.062897f, 0.116130f, 0.255309f, 0.341628f, 0.145002f, 1503 -0.429344f, -0.016433f, -0.068985f, 0.285194f, -0.286719f, -0.018298f, 1504 -0.179369f, -0.194655f, -0.165380f, 0.026071f, -0.428268f, -0.379929f, 1505 -0.727543f, 0.179610f, -0.963979f, -0.042026f, -0.616202f, 0.133401f, 1506 -0.784966f, 0.061205f, -0.713357f, 0.129795f, 0.120512f, -0.339545f, 1507 0.353557f, 0.114906f, -0.329813f, -0.209987f, 0.085410f, 0.214313f, 1508 -0.122082f, 0.335770f, -0.020937f, 0.202456f, 0.289023f, -0.421186f, 1509 0.337905f, 0.407663f, 0.132771f, 0.071734f, 0.213914f, 0.128595f, 1510 0.302659f, -0.209501f, 0.217756f, 0.253079f, -0.089505f, -0.205614f, 1511 }; 1512 1513 static const float av1_tx_split_nn_bias_64x64_layer0[32] = { 1514 0.296914f, -1.826816f, 0.346130f, 0.969520f, -0.528154f, 1.175862f, 1515 -0.075985f, -0.097323f, -0.233059f, 0.004846f, 0.401279f, -2.272435f, 1516 0.086257f, 0.414162f, -0.194786f, -0.233887f, -0.113215f, -2.453546f, 1517 0.861214f, 0.298361f, 0.267397f, -0.158557f, -0.119911f, -0.098134f, 1518 -0.339263f, 0.385871f, -0.678123f, 0.263218f, 0.251611f, -1.155773f, 1519 -0.365437f, 0.229255f, 1520 }; 1521 1522 static const float av1_tx_split_nn_weights_64x64_layer1[32] = { 1523 0.502104f, -0.708023f, 0.419648f, 1.583418f, 0.419355f, -1.462981f, 1524 -0.439623f, 0.405691f, 0.823257f, 0.061654f, 0.750875f, 0.775031f, 1525 -0.387909f, 0.447385f, 0.284690f, 0.353262f, -0.224347f, 0.832864f, 1526 -1.708491f, -1.042447f, -0.272829f, 0.540640f, 0.310509f, 0.723745f, 1527 0.245592f, -0.218417f, -0.597987f, -0.362301f, 0.702217f, -0.692614f, 1528 0.207812f, 0.513560f, 1529 }; 1530 1531 static const float av1_tx_split_nn_bias_64x64_layer1[1] = { -0.2307045f }; 1532 1533 static const NN_CONFIG av1_tx_split_nnconfig_64x64 = { 1534 12, // num_inputs 1535 1, // num_outputs 1536 1, // num_hidden_layers 1537 { 1538 32, 1539 }, // num_hidden_nodes 1540 { 1541 av1_tx_split_nn_weights_64x64_layer0, 1542 av1_tx_split_nn_weights_64x64_layer1, 1543 }, 1544 { 1545 av1_tx_split_nn_bias_64x64_layer0, 1546 av1_tx_split_nn_bias_64x64_layer1, 1547 }, 1548 }; 1549 /******************************************************************************/ 1550 1551 // Tx split model for 4x16 block. 1552 static const float av1_tx_split_nn_weights_4x16_layer0[8 * 16] = { 1553 -1.344184f, -1.454625f, -0.703110f, -0.140570f, -0.841536f, -0.068131f, 1554 -2.128968f, -0.655518f, 0.432180f, 0.879752f, -0.222211f, 0.061615f, 1555 -0.230969f, 0.569496f, 1.424188f, 0.598063f, -0.436005f, -0.737606f, 1556 -0.137875f, -0.085730f, -0.076512f, -0.583101f, -0.937377f, -0.203556f, 1557 -0.215797f, -0.015361f, -0.124098f, -0.411917f, 0.340441f, -0.331752f, 1558 -0.472607f, -0.097714f, -0.930572f, -1.354713f, -0.550724f, 0.176212f, 1559 -0.636060f, 0.183271f, -0.610212f, 0.345895f, -1.100906f, -1.605713f, 1560 0.111888f, -0.140937f, 0.063013f, -0.013315f, -0.273472f, -0.255870f, 1561 1.200328f, 0.274002f, 1.005776f, 0.322392f, 1.222373f, 0.158227f, 1562 0.408810f, 0.145022f, 0.139842f, -1.249412f, 0.286672f, -0.635699f, 1563 0.312562f, -0.495606f, -1.117034f, -0.085107f, -0.097484f, -0.341521f, 1564 -0.132199f, -0.863055f, 0.217579f, -1.161425f, -0.302087f, -1.357271f, 1565 -0.520724f, -1.211069f, -1.048729f, -0.333087f, -1.171527f, -0.280824f, 1566 -2.057684f, -0.228755f, 0.606278f, 0.101198f, -0.314847f, -1.303255f, 1567 -0.294964f, 1.301923f, 0.041712f, 0.077593f, -1.152746f, 0.495315f, 1568 -0.751566f, 0.230249f, -0.840661f, 0.100731f, 1.346269f, 0.649898f, 1569 -1.432258f, -0.456710f, -1.018123f, -0.348559f, -1.225226f, -0.170717f, 1570 -0.354072f, 0.068292f, -0.234168f, 0.277503f, 0.179134f, 0.907420f, 1571 0.354626f, -0.627210f, 0.905779f, 0.512612f, 0.161190f, -0.843177f, 1572 0.014953f, -0.354983f, 0.011116f, -0.429598f, -1.017138f, -0.211432f, 1573 0.941840f, -0.281747f, 0.957776f, -0.541914f, 1.041880f, -0.433580f, 1574 -1.416451f, -0.166467f, 1575 }; 1576 1577 static const float av1_tx_split_nn_bias_4x16_layer0[16] = { 1578 3.086118f, -3.235095f, 4.830956f, -0.165706f, 0.955031f, 4.055783f, 1579 -0.311489f, 4.660205f, -0.576277f, -0.248111f, -0.790519f, -1.686412f, 1580 -1.191704f, -3.800073f, 4.121552f, -1.399397f, 1581 }; 1582 1583 static const float av1_tx_split_nn_weights_4x16_layer1[16] = { 1584 -0.758677f, 0.388776f, 0.439906f, 0.011390f, -0.084319f, -0.667969f, 1585 -0.467316f, -0.875491f, -0.160668f, 0.805292f, 0.114393f, -0.549682f, 1586 0.462109f, 0.343315f, 1.092593f, 0.483152f, 1587 }; 1588 1589 static const float av1_tx_split_nn_bias_4x16_layer1[1] = { 1590 0.8205083f, 1591 }; 1592 1593 static const NN_CONFIG av1_tx_split_nnconfig_4x16 = { 1594 8, // num_inputs 1595 1, // num_outputs 1596 1, // num_hidden_layers 1597 { 1598 16, 1599 }, // num_hidden_nodes 1600 { 1601 av1_tx_split_nn_weights_4x16_layer0, 1602 av1_tx_split_nn_weights_4x16_layer1, 1603 }, 1604 { 1605 av1_tx_split_nn_bias_4x16_layer0, 1606 av1_tx_split_nn_bias_4x16_layer1, 1607 }, 1608 }; 1609 /******************************************************************************/ 1610 1611 // Tx split model for 16x32 block. 1612 static const float av1_tx_split_nn_weights_16x32_layer0[8 * 32] = { 1613 0.180713f, 0.033211f, 0.607561f, 0.138642f, 0.637204f, -0.000940f, 1614 0.012630f, 0.358109f, 0.022238f, 0.190418f, 0.079088f, 0.065925f, 1615 0.038242f, 0.162380f, -0.122728f, 0.379382f, -0.303283f, -0.327550f, 1616 0.029120f, -0.284553f, 0.269588f, -0.309805f, -0.241036f, -0.161103f, 1617 -0.304887f, 0.239843f, -0.149146f, 0.311234f, -0.073640f, -0.132718f, 1618 0.178901f, 0.474712f, 0.020280f, 0.063685f, -0.609170f, -0.013658f, 1619 -0.338074f, 0.250429f, 0.082978f, -0.186315f, -0.788959f, 0.039859f, 1620 -0.426461f, -0.001524f, -0.447211f, 0.378102f, 0.315617f, 0.017428f, 1621 0.745494f, -0.219024f, 0.512836f, 0.200522f, 0.680449f, 0.313686f, 1622 -0.412569f, -0.132927f, 0.631120f, 0.042735f, 0.336153f, 0.044772f, 1623 0.432606f, 0.175681f, -0.634411f, -0.073509f, -0.040643f, -0.559260f, 1624 -0.104034f, -0.570495f, -0.247365f, 0.063256f, -0.582021f, -0.492585f, 1625 -0.194955f, -0.207934f, -0.506627f, 0.021743f, -0.416518f, 0.320876f, 1626 0.115889f, 0.149399f, -0.229376f, 0.095505f, 0.115191f, -0.471921f, 1627 0.113068f, 0.343684f, -0.036831f, 0.021240f, 0.295112f, 0.031166f, 1628 0.448201f, -0.132241f, 0.164032f, 0.355572f, 0.072154f, 0.017335f, 1629 -0.046113f, 0.178719f, -0.026881f, -0.242590f, 0.055073f, -0.012958f, 1630 0.077904f, 0.351356f, 0.107655f, 0.260568f, -0.080052f, -0.197553f, 1631 0.085763f, 0.263416f, -0.327741f, 0.158855f, 0.056899f, -0.162121f, 1632 0.339518f, -0.571204f, 0.264966f, -0.252214f, -0.202560f, -0.134213f, 1633 -0.330188f, 0.009470f, -0.468376f, -0.065240f, -0.307957f, 0.116479f, 1634 -0.222238f, -0.458716f, 0.186493f, -0.391415f, 0.118649f, -0.104653f, 1635 -0.259958f, -0.332081f, -0.403785f, -0.050147f, -0.573511f, 0.177117f, 1636 -0.598358f, 0.164947f, -0.119694f, -0.058520f, 0.203829f, -0.267404f, 1637 -0.048202f, -0.600006f, 0.181594f, -0.731805f, 0.146417f, -0.687148f, 1638 -1.210525f, -0.450101f, -0.620635f, 0.208825f, -0.611357f, 0.112202f, 1639 -0.309468f, -0.323545f, 0.357770f, 0.308061f, 0.553199f, 0.049012f, 1640 0.530093f, -0.208597f, 0.607882f, -0.058120f, -0.527634f, 0.018136f, 1641 0.060753f, 0.118894f, 0.175649f, 0.014731f, 0.428318f, -0.106465f, 1642 -0.119077f, 0.080179f, 0.524997f, 0.368286f, 0.528286f, 0.213659f, 1643 0.639286f, 0.195079f, -0.049815f, -0.092008f, -0.302958f, 0.298149f, 1644 -0.173870f, -0.145205f, -0.233589f, -0.303368f, 0.141275f, 0.325622f, 1645 -0.115293f, 0.155188f, 0.047225f, 0.231050f, -0.167447f, 0.349754f, 1646 0.295544f, -0.319466f, 0.095144f, 0.174612f, -0.194652f, 0.305915f, 1647 -0.239008f, -0.037453f, 0.280696f, 0.125850f, 0.749196f, -0.101919f, 1648 0.791808f, -0.236811f, 0.064157f, 0.032865f, -0.225911f, 0.350384f, 1649 0.723183f, -0.103992f, 0.483085f, -0.123992f, 0.602138f, 0.023895f, 1650 -0.692601f, -0.118387f, 0.162527f, 0.145178f, -0.184702f, -0.017753f, 1651 -0.159436f, 0.124105f, -0.131067f, 0.310275f, 0.151499f, 0.138924f, 1652 0.537459f, 0.263212f, 0.615896f, 0.281255f, 0.021293f, -0.473459f, 1653 0.210145f, -0.056682f, 0.063658f, 0.377254f, -0.314410f, -0.183487f, 1654 0.300384f, 0.328471f, 0.164694f, -0.159272f, -0.160942f, -0.502861f, 1655 -0.129147f, 0.045916f, -0.606865f, -0.101378f, 1656 }; 1657 1658 static const float av1_tx_split_nn_bias_16x32_layer0[32] = { 1659 0.051664f, -0.212487f, -0.077596f, -0.818467f, 0.638475f, -0.759937f, 1660 0.157198f, 0.989640f, 1.586035f, 0.431144f, 0.041605f, 0.543085f, 1661 0.498379f, 0.320504f, 0.134233f, 0.670979f, -0.105562f, -1.574879f, 1662 1.261812f, -0.287530f, -1.610592f, 0.730899f, -0.894240f, -0.657790f, 1663 0.270806f, -0.181708f, 0.298578f, 0.817240f, -0.221508f, -0.201771f, 1664 -0.294389f, 1.456413f, 1665 }; 1666 1667 static const float av1_tx_split_nn_weights_16x32_layer1[32] = { 1668 1.208914f, 0.324728f, 0.383352f, -0.874321f, 0.172565f, -0.580927f, 1669 -0.432927f, 0.433698f, -0.801935f, 0.672028f, 0.563493f, 0.260077f, 1670 -0.200557f, -0.121638f, 0.530735f, -0.525196f, 0.281799f, 0.624204f, 1671 -0.662775f, -0.230887f, 0.980989f, 0.223437f, -0.790591f, 0.600724f, 1672 -0.273445f, 0.427635f, -0.501641f, -0.878390f, 0.234731f, -0.172550f, 1673 0.418904f, 1.792187f, 1674 }; 1675 1676 static const float av1_tx_split_nn_bias_16x32_layer1[1] = { 1677 -0.29233751f, 1678 }; 1679 1680 static const NN_CONFIG av1_tx_split_nnconfig_16x32 = { 1681 8, // num_inputs 1682 1, // num_outputs 1683 1, // num_hidden_layers 1684 { 1685 32, 1686 }, // num_hidden_nodes 1687 { 1688 av1_tx_split_nn_weights_16x32_layer0, 1689 av1_tx_split_nn_weights_16x32_layer1, 1690 }, 1691 { 1692 av1_tx_split_nn_bias_16x32_layer0, 1693 av1_tx_split_nn_bias_16x32_layer1, 1694 }, 1695 }; 1696 /******************************************************************************/ 1697 1698 // Tx split model for 32x64 block. 1699 static const float av1_tx_split_nn_weights_32x64_layer0[8 * 32] = { 1700 0.031614f, -0.110926f, 0.052418f, -0.702506f, 0.045708f, 0.238329f, 1701 -0.021806f, -0.208128f, 0.509745f, -0.293891f, 0.277788f, 0.113937f, 1702 0.741576f, 0.062848f, 0.351878f, 0.212532f, 0.385842f, 0.081517f, 1703 0.398502f, -0.015156f, 0.242616f, 0.214619f, -0.182678f, -0.170546f, 1704 0.110605f, -0.236749f, -0.023831f, -0.285243f, 0.147156f, -0.257639f, 1705 0.341355f, -0.571641f, -0.721797f, 0.139588f, -0.518494f, -0.206526f, 1706 -0.570560f, -0.184295f, 0.110271f, 0.210292f, -0.109132f, -0.001080f, 1707 0.129251f, -0.204230f, -0.396312f, -0.183024f, 0.421243f, -0.013154f, 1708 0.222627f, 0.169826f, 0.226037f, 0.218153f, -0.343528f, 0.274906f, 1709 -0.156632f, 0.250261f, -0.484020f, 0.019909f, -0.349575f, -0.286643f, 1710 -0.507396f, 0.202446f, -0.154110f, -0.292644f, 0.122666f, 0.306963f, 1711 0.424895f, 0.005579f, 0.494094f, -0.079551f, 0.473740f, 0.352414f, 1712 -0.356917f, 0.264331f, -0.554487f, 0.119978f, 0.012291f, -0.141641f, 1713 -0.254714f, -0.213723f, -0.116701f, -0.011267f, 0.190025f, -0.118501f, 1714 0.305151f, -0.316782f, -0.220801f, -0.308420f, -0.324285f, 0.421329f, 1715 -0.177066f, -0.055114f, 0.229698f, -0.199523f, 0.054278f, 0.365020f, 1716 -0.060586f, -0.300618f, 0.157563f, -0.064338f, -0.005711f, -0.176991f, 1717 -0.424502f, -0.111914f, 0.092608f, 0.126621f, 0.078547f, 0.148008f, 1718 0.024221f, 0.124599f, 0.001343f, 0.059402f, 0.453753f, 0.047102f, 1719 0.242544f, 0.055735f, -0.067451f, -0.170061f, -0.170469f, -0.232173f, 1720 0.214908f, 0.248889f, 0.544348f, -0.084566f, 0.402478f, 0.298031f, 1721 0.099038f, -0.238019f, -0.475085f, -0.070042f, -0.754955f, -0.049095f, 1722 -0.783801f, -0.099857f, -0.582008f, -0.055194f, -0.103655f, 0.143689f, 1723 0.100219f, 0.293934f, 0.099271f, -0.036320f, 0.356626f, -0.261445f, 1724 0.879544f, 0.000878f, 0.532920f, -0.093918f, 0.508867f, -0.040215f, 1725 -0.789042f, -0.145380f, -0.090040f, -0.066636f, 0.015212f, 0.352989f, 1726 -0.058831f, -0.164588f, 0.039890f, 0.122861f, 0.222508f, 0.061217f, 1727 0.466487f, 0.022666f, 0.423777f, -0.002200f, -0.656835f, -0.099760f, 1728 -0.520606f, 0.303204f, -0.563620f, -0.160922f, -0.243203f, 0.313354f, 1729 -0.336516f, -0.206764f, -0.236040f, 0.325899f, -0.418748f, 0.163205f, 1730 -0.476242f, -0.121928f, 0.139178f, -0.157193f, -0.531766f, -0.180202f, 1731 -0.485254f, 0.187703f, -0.440072f, 0.137854f, 0.029139f, 0.109530f, 1732 -0.078475f, -0.360618f, -0.334672f, -0.350890f, -0.403976f, 0.180336f, 1733 -0.304542f, 0.005123f, 0.413995f, 0.314639f, 0.342648f, -0.293264f, 1734 0.358135f, -0.180425f, -0.369530f, -0.048413f, 0.498366f, 0.121875f, 1735 0.270948f, -0.187966f, 0.342503f, 0.174420f, -0.352105f, 0.088080f, 1736 0.008277f, 0.020275f, -0.002381f, 0.504389f, -0.018832f, -0.366047f, 1737 -0.090947f, -0.168150f, 0.016184f, -0.328914f, 0.089579f, -0.017349f, 1738 0.005844f, -0.005010f, -1.857514f, -0.282426f, 0.010177f, -0.214727f, 1739 -0.182529f, 0.156943f, -0.162032f, -0.472654f, 0.069432f, 0.016901f, 1740 -0.767905f, 0.137129f, -0.411463f, 0.049056f, -0.431657f, -0.037641f, 1741 0.785500f, 0.046225f, 0.195831f, 0.245204f, 0.368614f, 0.212261f, 1742 0.440626f, -0.158048f, -0.461031f, -0.146280f, 1743 }; 1744 1745 static const float av1_tx_split_nn_bias_32x64_layer0[32] = { 1746 0.490777f, -1.894238f, 0.621333f, -0.076756f, 0.286298f, 0.286375f, 1747 -0.126431f, -0.350034f, -1.017572f, 0.620125f, 0.408128f, 0.238756f, 1748 -0.060728f, 0.210912f, 0.043124f, 0.445649f, 0.907025f, 0.360272f, 1749 1.083101f, -0.068952f, 1.062348f, 0.396354f, 0.280075f, 0.501732f, 1750 0.328422f, 0.066241f, 0.474697f, 0.126313f, 0.741206f, 0.314796f, 1751 0.552712f, 0.299410f, 1752 }; 1753 1754 static const float av1_tx_split_nn_weights_32x64_layer1[32] = { 1755 1.033823f, 0.603439f, 0.304591f, -0.279940f, -0.780909f, -0.132801f, 1756 0.154059f, 0.662014f, -0.718368f, 0.198733f, 0.039766f, -0.208516f, 1757 -0.104909f, -0.394209f, 0.081617f, 0.365041f, -0.874960f, -0.063315f, 1758 -1.189897f, 0.337225f, 0.410893f, 0.307519f, 0.221323f, 0.233895f, 1759 0.469536f, 0.438557f, 0.280144f, 0.422423f, -1.394513f, 0.781900f, 1760 0.352981f, 0.111265f, 1761 }; 1762 1763 static const float av1_tx_split_nn_bias_32x64_layer1[1] = { 1764 -0.18160765f, 1765 }; 1766 1767 static const NN_CONFIG av1_tx_split_nnconfig_32x64 = { 1768 8, // num_inputs 1769 1, // num_outputs 1770 1, // num_hidden_layers 1771 { 1772 32, 1773 }, // num_hidden_nodes 1774 { 1775 av1_tx_split_nn_weights_32x64_layer0, 1776 av1_tx_split_nn_weights_32x64_layer1, 1777 }, 1778 { 1779 av1_tx_split_nn_bias_32x64_layer0, 1780 av1_tx_split_nn_bias_32x64_layer1, 1781 }, 1782 }; 1783 /******************************************************************************/ 1784 1785 // Tx split model for 8x32 block. 1786 static const float av1_tx_split_nn_weights_8x32_layer0[8 * 24] = { 1787 -0.687846f, 0.121404f, -0.372905f, 0.126770f, -0.103298f, -0.101650f, 1788 -0.148490f, -0.271740f, 0.682915f, -0.079765f, 0.634347f, -0.151503f, 1789 0.287692f, -0.079072f, -0.236948f, 0.065064f, 0.713383f, 0.397123f, 1790 0.553621f, 0.368529f, 0.767663f, -0.046601f, -0.392402f, -0.294822f, 1791 -0.292325f, -0.010573f, -0.837945f, 0.050113f, -0.811360f, 0.199162f, 1792 0.150832f, 0.011602f, 0.369694f, -0.225876f, 0.234113f, -0.269808f, 1793 0.303805f, -0.190281f, -0.451136f, 0.209755f, -0.308894f, 0.326956f, 1794 0.313591f, 0.089923f, -0.095754f, 0.390981f, 0.467366f, 0.169670f, 1795 0.853322f, 0.054055f, 0.830319f, -0.121918f, 0.262019f, -0.093526f, 1796 0.385558f, 0.419174f, 0.040198f, -0.347030f, -0.450492f, -0.106764f, 1797 0.487502f, -0.204188f, 0.430374f, -0.116388f, 0.236407f, -0.157376f, 1798 0.732294f, -0.651387f, 0.347446f, 0.342575f, 0.048406f, 0.187657f, 1799 0.434899f, -0.447782f, 0.032728f, -0.071168f, -0.255327f, 0.104174f, 1800 0.095689f, -0.431743f, 0.725694f, 0.031797f, 0.523171f, 0.061801f, 1801 0.469804f, -0.071068f, -0.059024f, -0.211937f, 0.392134f, -0.321490f, 1802 0.366060f, -0.427798f, 0.166771f, 0.299652f, 0.044660f, 0.205142f, 1803 0.039133f, -0.051835f, -0.465475f, 0.216976f, -0.341156f, 0.095358f, 1804 0.230807f, 0.201674f, 0.279266f, -0.713534f, -0.091690f, -0.569708f, 1805 -0.119001f, 0.252160f, -1.544578f, -0.284477f, 0.555348f, 0.226471f, 1806 0.347690f, 0.034365f, 0.770835f, -0.241859f, -0.130241f, 0.292936f, 1807 0.396622f, -0.417916f, 0.492224f, 0.125517f, 0.344824f, 0.232172f, 1808 -0.432106f, -0.278745f, 0.035069f, -0.307247f, -0.120760f, 0.170950f, 1809 0.433601f, 0.044286f, 0.141463f, -0.041382f, 0.529346f, 0.010868f, 1810 -0.323674f, 0.185205f, 0.623459f, 0.232842f, -0.406693f, -0.142944f, 1811 0.222988f, 0.343634f, 0.065401f, 0.002621f, 0.805335f, -0.426926f, 1812 0.279181f, 0.131364f, 0.192339f, -0.402391f, 0.544120f, -0.060618f, 1813 0.467780f, 0.165224f, -0.373131f, 0.002427f, 0.688064f, 0.322317f, 1814 0.259713f, 0.130583f, 0.185032f, -0.189111f, -0.067821f, 0.010875f, 1815 0.644724f, -0.179291f, 0.463222f, 0.155230f, 0.721384f, -0.046019f, 1816 0.438501f, 0.440027f, -0.462090f, -0.002039f, -0.468026f, -0.008890f, 1817 -0.328530f, 0.370102f, 0.482531f, 0.043471f, -0.469732f, -0.532663f, 1818 0.122081f, -0.379659f, 0.037219f, -0.519913f, -0.128975f, -0.404365f, 1819 }; 1820 1821 static const float av1_tx_split_nn_bias_8x32_layer0[24] = { 1822 -1.198965f, 0.395204f, -0.408627f, -0.021654f, -0.658355f, 0.154525f, 1823 -0.288354f, 1.207574f, 0.411608f, 0.964678f, -1.176893f, 1.059006f, 1824 -0.472969f, 2.087975f, 1.065536f, 0.595569f, 0.197907f, -0.349938f, 1825 1.013651f, -0.931093f, -0.973595f, -0.459094f, -1.253062f, 1.624782f, 1826 }; 1827 1828 static const float av1_tx_split_nn_weights_8x32_layer1[24] = { 1829 0.815787f, -0.393465f, -0.483427f, -0.565592f, 0.493494f, 0.430229f, 1830 -0.507073f, -0.251379f, -0.353418f, -0.495445f, 0.820029f, 0.649146f, 1831 -0.487383f, 1.844503f, 0.480324f, -0.982705f, -0.501446f, -0.220584f, 1832 0.334299f, 0.802238f, 0.805838f, -0.487848f, 0.300772f, -1.232857f, 1833 }; 1834 1835 static const float av1_tx_split_nn_bias_8x32_layer1[1] = { 1836 0.13435879f, 1837 }; 1838 1839 static const NN_CONFIG av1_tx_split_nnconfig_8x32 = { 1840 8, // num_inputs 1841 1, // num_outputs 1842 1, // num_hidden_layers 1843 { 1844 24, 1845 }, // num_hidden_nodes 1846 { 1847 av1_tx_split_nn_weights_8x32_layer0, 1848 av1_tx_split_nn_weights_8x32_layer1, 1849 }, 1850 { 1851 av1_tx_split_nn_bias_8x32_layer0, 1852 av1_tx_split_nn_bias_8x32_layer1, 1853 }, 1854 }; 1855 /******************************************************************************/ 1856 1857 // Tx split model for 16x32 block. 1858 static const float av1_tx_split_nn_weights_16x64_layer0[8 * 16] = { 1859 -0.378223f, -0.124216f, -0.514089f, -0.110117f, -0.585801f, -0.094838f, 1860 -0.455385f, -0.220254f, -0.504568f, -0.082351f, -0.476420f, -0.253993f, 1861 -0.454709f, -0.059461f, 0.210313f, -0.155683f, 0.192968f, -0.127804f, 1862 0.471996f, 0.253377f, 0.472625f, 0.485322f, 0.150560f, 0.164868f, 1863 -0.475587f, 0.447559f, -0.455759f, -0.306665f, -0.194866f, -0.283716f, 1864 -0.243897f, 0.293020f, -0.308298f, -0.191904f, -0.468568f, 0.014053f, 1865 -0.618848f, 0.096273f, -0.444586f, 0.347750f, -0.280643f, -0.062872f, 1866 0.118661f, 0.540099f, 0.104141f, -0.279300f, -0.098721f, -0.173427f, 1867 -0.984558f, -0.424559f, -0.411928f, -0.120875f, -0.488999f, -0.050716f, 1868 -0.523103f, 0.093620f, -0.930396f, -0.431997f, -1.163297f, 0.190384f, 1869 -0.422581f, -0.005354f, 0.450552f, 0.369210f, 0.562484f, 0.679922f, 1870 0.282099f, -0.039075f, 0.404196f, 0.006371f, 0.069679f, -0.196160f, 1871 -0.213675f, 0.275187f, -0.104235f, -0.193090f, 0.003116f, -0.252454f, 1872 -0.094591f, 0.210439f, -0.137070f, 0.145043f, 0.024558f, 0.121718f, 1873 0.010138f, 0.301651f, -0.377990f, 0.444414f, 0.001845f, -0.095334f, 1874 0.550259f, 0.087603f, 0.792492f, -0.044584f, 0.641706f, -0.328458f, 1875 -0.447791f, 0.135376f, 0.356385f, 0.135748f, 0.310370f, 0.293757f, 1876 -0.062000f, -0.056368f, 0.343930f, 0.312039f, 0.370763f, 0.452381f, 1877 -0.023630f, -0.185909f, 0.422277f, -0.006306f, 0.045166f, 0.423359f, 1878 -0.157735f, -0.084901f, 0.219527f, -0.209510f, 0.575057f, 0.249276f, 1879 0.069267f, 0.233898f, -0.229392f, 0.117197f, -0.038551f, 0.293976f, 1880 0.101996f, 0.120878f, 1881 }; 1882 1883 static const float av1_tx_split_nn_bias_16x64_layer0[16] = { 1884 1.036995f, 0.160249f, 0.100264f, 0.694881f, 0.694677f, 0.128379f, 1885 -0.843405f, -0.405515f, 0.104139f, 0.182980f, -0.025472f, 0.901067f, 1886 -0.299866f, -0.103079f, -0.190352f, -0.048121f, 1887 }; 1888 1889 static const float av1_tx_split_nn_weights_16x64_layer1[16] = { 1890 -1.778868f, 0.174690f, 0.211991f, 0.712138f, 0.589352f, 0.466652f, 1891 1.029146f, -0.490044f, 0.483015f, 0.600215f, -0.577776f, -0.755546f, 1892 0.348337f, -0.205082f, 0.347129f, -0.322277f, 1893 }; 1894 1895 static const float av1_tx_split_nn_bias_16x64_layer1[1] = { 1896 0.04230947f, 1897 }; 1898 1899 static const NN_CONFIG av1_tx_split_nnconfig_16x64 = { 1900 8, // num_inputs 1901 1, // num_outputs 1902 1, // num_hidden_layers 1903 { 1904 16, 1905 }, // num_hidden_nodes 1906 { 1907 av1_tx_split_nn_weights_16x64_layer0, 1908 av1_tx_split_nn_weights_16x64_layer1, 1909 }, 1910 { 1911 av1_tx_split_nn_bias_16x64_layer0, 1912 av1_tx_split_nn_bias_16x64_layer1, 1913 }, 1914 }; 1915 /******************************************************************************/ 1916 1917 // Map block size to its corresponding neural net model for tx split prediction. 1918 static const NN_CONFIG *av1_tx_split_nnconfig_map[TX_SIZES_ALL] = { 1919 NULL, // TX_4X4, 1920 &av1_tx_split_nnconfig_8x8, // TX_8X8, 1921 &av1_tx_split_nnconfig_16x16, // TX_16X16, 1922 &av1_tx_split_nnconfig_32x32, // TX_32X32, 1923 &av1_tx_split_nnconfig_64x64, // TX_64X64, 1924 &av1_tx_split_nnconfig_4x8, // TX_4X8, 1925 &av1_tx_split_nnconfig_4x8, // TX_8X4, 1926 &av1_tx_split_nnconfig_8x16, // TX_8X16, 1927 &av1_tx_split_nnconfig_8x16, // TX_16X8, 1928 &av1_tx_split_nnconfig_16x32, // TX_16X32, 1929 &av1_tx_split_nnconfig_16x32, // TX_32X16, 1930 &av1_tx_split_nnconfig_32x64, // TX_32X64, 1931 &av1_tx_split_nnconfig_32x64, // TX_64X32, 1932 &av1_tx_split_nnconfig_4x16, // TX_4X16, 1933 &av1_tx_split_nnconfig_4x16, // TX_16X4, 1934 &av1_tx_split_nnconfig_8x32, // TX_8X32, 1935 &av1_tx_split_nnconfig_8x32, // TX_32X8, 1936 &av1_tx_split_nnconfig_16x64, // TX_16X64, 1937 &av1_tx_split_nnconfig_16x64, // TX_64X16, 1938 }; 1939 1940 #ifdef __cplusplus 1941 } // extern "C" 1942 #endif 1943 1944 #endif // AOM_AV1_ENCODER_TX_PRUNE_MODEL_WEIGHTS_H_ 1945
