| /* |
| * Copyright (c) 2019, Alliance for Open Media. All rights reserved. |
| * |
| * This source code is subject to the terms of the BSD 2 Clause License and |
| * the Alliance for Open Media Patent License 1.0. If the BSD 2 Clause License |
| * was not distributed with this source code in the LICENSE file, you can |
| * obtain it at www.aomedia.org/license/software. If the Alliance for Open |
| * Media Patent License 1.0 was not distributed with this source code in the |
| * PATENTS file, you can obtain it at www.aomedia.org/license/patent. |
| */ |
| |
| #ifndef 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 |
| |
| static 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 |
| }; |
| |
| static 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 |
| }; |
| |
| static 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, |
| -0.23717505799723165f, |
| -0.43127224481782567f, |
| -0.3214545776203726f, |
| 0.5850852241402176f, |
| -0.26705531612587813f, |
| -0.5786016766610093f, |
| 0.9360519909983003f, |
| 0.20771329289016555f, |
| -0.027614159544811823f, |
| -1.175022807046164f, |
| -0.07578967497693835f, |
| 0.6890172485324256f, |
| 0.0f, |
| -0.008008338164988263f, |
| -0.08064800010158935f, |
| -0.22606910981666667f, |
| 0.4541586669210879f, |
| 0.07731527661370792f, |
| -0.6744475941247964f, |
| -0.2625842448396184f, |
| 1.7018613444303785f, |
| -0.08622229073162656f, |
| 0.041858142814941275f, |
| -0.24575964090386415f, |
| -0.046626044730994964f, |
| 0.7608713064175202f, |
| -0.23330119070907146f, |
| -0.10115510984500826f, |
| 0.9722537349192069f, |
| 0.11718554254290829f, |
| 0.0f, |
| 0.2075123446014759f, |
| 0.09465167310768637f, |
| 0.7609896851963016f, |
| 0.4441038581385328f, |
| 0.26064144727430955f, |
| -0.14678625366485035f, |
| -0.03597014452200524f, |
| 0.3128680867196166f, |
| 1.102496797385966f, |
| 0.06642253233084111f, |
| -1.2665494483407629f, |
| 0.09049412632000911f, |
| -1.1160621999565095f, |
| 0.043420275255913035f, |
| -0.8811412259978966f, |
| 0.21076234632287777f, |
| 0.16571534463543866f, |
| 0.0f, |
| -0.7324075176473275f, |
| -0.3677622514459495f, |
| 0.3273532243056415f, |
| 0.22922161936797775f, |
| 0.8204766691058087f, |
| 0.02982161033720488f, |
| 0.5266419954188112f, |
| -1.0032154963302191f, |
| 0.7007602969763729f, |
| 0.37196355167990885f, |
| -0.7608579453228548f, |
| 0.08568111584781847f, |
| 0.07011061059123677f, |
| 0.3233263598082507f, |
| -0.08249928295410253f, |
| 0.08220165761319252f, |
| 0.22148722752246794f, |
| 0.0f, |
| 0.6122392701743506f, |
| -0.26429838296378333f, |
| 0.31958081620005463f, |
| -0.006027177397853826f, |
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| 0.12632650770008413f, |
| -0.45097913215234525f, |
| 1.8008072867127298f, |
| -0.7630029654575501f, |
| -0.4054774329826579f, |
| 0.40386074452544535f, |
| -0.18541426257453025f, |
| 0.2444879765079863f, |
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| 0.27030299321302f, |
| 0.0f, |
| -0.6835848952967989f, |
| -0.7914184320964815f, |
| -0.6761595019582928f, |
| -1.009565565604081f, |
| -0.1904242439353305f, |
| 0.4463417126318631f, |
| 0.6025503823452971f, |
| 0.5149990860115566f, |
| 1.0242970663937634f, |
| 0.037947306826401385f, |
| 0.07039339786212848f, |
| 0.14273796789711987f, |
| 0.168103961425691f, |
| 1.6596066376811978f, |
| 0.19321092229384657f, |
| -0.3710750388148514f, |
| -0.01717015559410288f, |
| 0.0f, |
| 0.3005688477942597f, |
| 0.23877080653829577f, |
| 0.2718594552971173f, |
| 0.3885402571589898f, |
| 0.32999531945669247f, |
| -0.6134460954213243f, |
| -0.13972265462799183f, |
| -0.07180089575716991f, |
| -1.014572598188105f, |
| 0.0717207322809836f, |
| 0.34896157745155615f, |
| -0.27127687591403f, |
| -0.5058651212773623f, |
| -1.5442435628306925f, |
| -0.6399784724734707f, |
| 0.6274301429074947f, |
| -0.4645750072767051f, |
| 0.0f, |
| -0.2406726815244178f, |
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| 0.312856714253404f, |
| 0.16459514124116134f, |
| 0.3993579604809623f, |
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| 0.7219801372223262f, |
| 0.2936857469624009f, |
| 0.7823466656034087f, |
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| -0.7395722879842416f, |
| 0.8639913543220514f, |
| -0.311931773757945f, |
| -1.7308240470400613f, |
| 0.0f, |
| 0.394499716712104f, |
| 0.6511462819539963f, |
| -0.0722425275974144f, |
| 0.13490818194661386f, |
| 0.055319135836378035f, |
| 0.15389577508097013f, |
| 0.28958598328870605f, |
| -0.14608429470539772f, |
| 0.09488817462478298f, |
| -0.17231294096622088f, |
| 0.6721115415911466f, |
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| 0.03291799673669331f, |
| 0.02845382711057482f, |
| -0.9953563446999164f, |
| -0.17994298220605923f, |
| 0.6560824519337476f, |
| 0.0f, |
| -0.30990646375917935f, |
| 0.17215517202874f, |
| 0.2026816225170481f, |
| 0.22011958747715601f, |
| 0.3562520768889686f, |
| -0.18436559057189175f, |
| 0.1733377147302066f, |
| 0.02818276995640877f, |
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| 0.45461585790028003f, |
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| 0.4688619590359733f, |
| 0.627099126828289f, |
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| 0.0f, |
| 0.34465498218272883f, |
| 0.009891680630908135f, |
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| 0.11434198976289106f, |
| 0.6740951247574676f, |
| 1.3381727185724581f, |
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| 1.2716367496512722f, |
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| 1.0788448980077463f, |
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| 0.6144792680268445f, |
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| 0.0f, |
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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 }; |
| |
| static 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 |
| }; |
| |
| static 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 |
| }; |
| |
| static 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_ |
