| /* |
| * Copyright (c) 2021, Alliance for Open Media. All rights reserved |
| * |
| * This source code is subject to the terms of the BSD 3-Clause Clear License |
| * and the Alliance for Open Media Patent License 1.0. If the BSD 3-Clause Clear |
| * License was not distributed with this source code in the LICENSE file, you |
| * can obtain it at aomedia.org/license/software-license/bsd-3-c-c/. If the |
| * Alliance for Open Media Patent License 1.0 was not distributed with this |
| * source code in the PATENTS file, you can obtain it at |
| * aomedia.org/license/patent-license/. |
| */ |
| |
| #ifndef AOM_AV1_ENCODER_MISC_MODEL_WEIGHTS_H_ |
| #define AOM_AV1_ENCODER_MISC_MODEL_WEIGHTS_H_ |
| |
| #ifdef __cplusplus |
| extern "C" { |
| #endif |
| |
| #include "av1/encoder/ml.h" |
| |
| #define MV_PREC_FEATURE_SIZE 18 |
| |
| #define NUM_DNN_LAYERS 1 |
| #define NUM_DNN_FEATURES MV_PREC_FEATURE_SIZE |
| #define MV_PREC_LAYER_SIZE_0 32 |
| #define NUM_LOGITS 1 |
| |
| const float av1_mv_prec_mean[MV_PREC_FEATURE_SIZE] = { 143.67358891063745f, |
| 141.6251917346238f, |
| 0.36313633945679064f, |
| 0.0028162791958822085f, |
| 0.000484820537626698f, |
| 0.002769969388939025f, |
| 0.0f, |
| 0.00031274626720947577f, |
| 0.00020578555375160075f, |
| 0.0007075246732697733f, |
| 0.000539641029909925f, |
| 0.0013939401375906984f, |
| 4.985394760423499f, |
| 4.985394760423499f, |
| 4.9992148717283085f, |
| 5.143739822380163f, |
| 5.518483124004564f, |
| 87.63597847427077f }; |
| |
| const float av1_mv_prec_std[MV_PREC_FEATURE_SIZE] = { 66.86256140247244f, |
| 68.04472572607503f, |
| 13.23247674430399f, |
| 0.0029123438396921955f, |
| 0.0015331406169374737f, |
| 0.0029149813096313775f, |
| 1.0f, |
| 0.00047501102871357813f, |
| 0.00030025962993117947f, |
| 0.0009861163580391207f, |
| 0.0012157593528004055f, |
| 0.002004954948490521f, |
| 6.539447500484038f, |
| 6.539447500484038f, |
| 6.396589058279465f, |
| 3.4870155874262516f, |
| 3.8911353973740535f, |
| 112.07985259573601f }; |
| |
| const float av1_mv_prec_nn_weights_layer_0[] = { -0.13008492159557145f, |
| -0.1483527373474774f, |
| 0.08112076098858864f, |
| -0.9582568679627453f, |
| -0.34794757171071206f, |
| 0.6465225723304947f, |
| 0.0f, |
| 0.06754171885839604f, |
| 0.27156803620541214f, |
| 0.10635231245664407f, |
| -0.031183926995968583f, |
| 0.048122572260291f, |
| -0.19498534230045128f, |
| -0.2614116319273316f, |
| -0.3223762845136331f, |
| -1.2063368350609205f, |
| -0.523333556911706f, |
| 1.075632260890728f, |
| 0.48989726814387946f, |
| -0.34816466111070477f, |
| 0.41668357610256473f, |
| -1.0973562848791671f, |
| 0.04183921854389494f, |
| -0.9123815389260476f, |
| 0.0f, |
| 0.859965047744027f, |
| 0.1962095804679813f, |
| 0.2606564339077058f, |
| 0.26695868715184895f, |
| 0.5319308568326692f, |
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| 0.5850852241402176f, |
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| 0.6890172485324256f, |
| 0.0f, |
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| 0.4541586669210879f, |
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| 0.0f, |
| 0.1758399202780961f, |
| 0.676447587678781f, |
| 0.5945412815881029f, |
| 0.5669863357359594f, |
| 0.8433565415303922f, |
| -0.30300550790708036f, |
| -0.43332881999693673f, |
| -0.4996522695731392f, |
| -0.2084930815451962f, |
| 0.27765278702463786f, |
| 1.0886848763946915f, |
| -0.0739433655813831f, |
| -0.4762801579229192f, |
| -0.2490825339320731f, |
| -1.8820479350439439f, |
| -0.4251592225775914f, |
| -0.3992922365484464f, |
| 0.0f, |
| 0.19598917760218867f, |
| 0.4860238022746914f, |
| 0.3364528828641281f, |
| 0.3350950865226741f, |
| 0.2773654548632006f, |
| -0.30547262140782566f, |
| 0.028649620490728344f, |
| -0.11763407628280315f, |
| 0.6237318502627169f, |
| -0.3958952632477945f, |
| 0.14797171297835243f, |
| 0.45821729624747465f, |
| -0.8687137170773626f, |
| 0.06989667196937126f, |
| -0.5752606929478727f, |
| 0.16986945686358412f, |
| 0.6925071596817824f, |
| 0.0f, |
| 0.4991250796183003f, |
| 0.03424654896322111f, |
| 0.6153698611882319f, |
| 0.5070872444849457f, |
| 0.43615747516328135f, |
| -0.7870352838659244f, |
| -0.6424101231965247f, |
| -0.7005774876651399f, |
| 0.79983115431488f, |
| 0.15720357955596242f, |
| -1.408372612176309f, |
| -0.039294695217213765f, |
| 0.6979415372962309f, |
| 0.27403316751965656f, |
| 1.2844596102619275f, |
| -0.2781534150257364f, |
| 0.3248437714908865f, |
| 0.0f, |
| 0.4364362371752831f, |
| -0.2548580911485434f, |
| -0.19578001373349452f, |
| -0.04597194387828005f, |
| -0.010035156855533233f, |
| 0.0415941475251266f, |
| 0.07929549739797387f, |
| -0.060629652912508866f, |
| 0.5977303008711333f, |
| -1.4404008068066554f, |
| 0.8555694790197376f, |
| -0.03693438534401856f, |
| 0.17761411164512408f, |
| -0.11858304304109235f, |
| -1.4241324353471327f, |
| 0.1533849765389186f, |
| 0.7650643783126995f, |
| 0.0f, |
| -0.0639949379280401f, |
| 0.4288617817939563f, |
| 0.4235508646885404f, |
| 0.3419843254383798f, |
| -0.015992360660098768f, |
| -0.773247697505441f, |
| -0.4908452922015917f, |
| 0.9868134897291486f, |
| -0.5078689994742608f, |
| 1.05632043744864f, |
| -0.38867419409275117f, |
| -0.0065547696858664194f, |
| -0.3056003173415037f, |
| -0.333762331930102f, |
| 0.4459671174011671f, |
| 0.08219092584580244f, |
| -0.08099158579518179f, |
| 0.0f, |
| -0.1568180656346373f, |
| -0.061962372393910135f, |
| 0.14065868174859464f, |
| -0.055925712798972765f, |
| 0.05136117465820622f, |
| 0.0907831030477633f, |
| 0.19518110495319604f, |
| -0.7470794578145956f, |
| 1.5945999734733545f, |
| -0.4351697502345834f, |
| -0.33253649399571805f }; |
| |
| const float av1_mv_prec_nn_bias_layer_0[] = { |
| -0.651213833993862f, -1.1243309933417809f, -0.2123880023097051f, |
| 0.23095477452877616f, -0.6668057665893545f, 0.3082268148379634f, |
| -0.3344916753975844f, -0.20920185606857844f, 0.6057933917964854f, |
| 0.5031857662559803f, -1.5380096313468152f, -0.4457245344804041f, |
| 1.82368055812373f, 0.7973912064077963f, 0.25706500555622913f, |
| 0.1394695119825382f, 0.4508811973450553f, -0.5408959545111782f, |
| 1.064829233697863f, 0.3733268644246235f, 1.1173169029905483f, |
| -0.2012817466400134f, -0.16628447748302294f, 1.3086000088940826f, |
| 0.7267092979664235f, -0.9097857006590555f, -0.7564259343863077f, |
| -0.49844128036716173f, -0.4675729246975423f, -0.03626154526362181f, |
| -0.41957330902404616f, -0.9658160514319954f |
| }; |
| |
| const float av1_mv_prec_nn_weights_layer_1[] = { |
| 1.5017296484510276f, 1.044216918060133f, -1.066541411740906f, |
| -0.7762965171172661f, -0.9814396609661653f, 0.9334065847340715f, |
| 0.7117244268817873f, -0.7695942296628597f, 0.7892157680137047f, |
| -0.5786309358654476f, -2.4444494892027264f, 1.1666759262637185f, |
| -0.9699580532370483f, 0.5849682956422552f, -1.0372272986941953f, |
| -0.5005014627824439f, 1.1816204711740521f, -1.2204867615892114f, |
| 0.4510263977504913f, 0.35567865078585165f, -0.7811389330738839f, |
| -0.6643977800301099f, -0.6283287371705794f, 0.790873821018048f, |
| 0.8861643352684585f, 0.6438840651522237f, 0.6677191546466089f, |
| 0.9703715021995785f, 1.250893534236489f, 0.7733742028067933f, |
| -1.249673977776904f, -1.2890127265725608f |
| }; |
| |
| const float av1_mv_prec_nn_bias_layer_1[] = { -0.341771735378258f }; |
| |
| static const NN_CONFIG av1_mv_prec_dnn_config = { |
| NUM_DNN_FEATURES, |
| NUM_LOGITS, |
| NUM_DNN_LAYERS, |
| { MV_PREC_LAYER_SIZE_0 }, |
| { |
| av1_mv_prec_nn_weights_layer_0, |
| av1_mv_prec_nn_weights_layer_1, |
| }, |
| { |
| av1_mv_prec_nn_bias_layer_0, |
| av1_mv_prec_nn_bias_layer_1, |
| }, |
| }; |
| #undef NUM_DNN_LAYERS |
| #undef NUM_DNN_FEATURES |
| #undef NUM_LAYER_0_UNITS |
| #undef NUM_LOGITS |
| |
| #ifdef __cplusplus |
| } // extern "C" |
| #endif |
| |
| #endif // AOM_AV1_ENCODER_MISC_MODEL_WEIGHTS_H_ |
