misc_model_weights.h (48312B)
1 /* 2 * Copyright (c) 2019, 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_MISC_MODEL_WEIGHTS_H_ 13 #define AOM_AV1_ENCODER_MISC_MODEL_WEIGHTS_H_ 14 15 #ifdef __cplusplus 16 extern "C" { 17 #endif 18 19 #include "av1/encoder/ml.h" 20 21 #define MV_PREC_FEATURE_SIZE 18 22 23 #define NUM_DNN_LAYERS 1 24 #define NUM_DNN_FEATURES MV_PREC_FEATURE_SIZE 25 #define MV_PREC_LAYER_SIZE_0 32 26 #define NUM_LOGITS 1 27 28 static const float av1_mv_prec_mean[MV_PREC_FEATURE_SIZE] = { 29 143.67358891063745f, 30 141.6251917346238f, 31 0.36313633945679064f, 32 0.0028162791958822085f, 33 0.000484820537626698f, 34 0.002769969388939025f, 35 0.0f, 36 0.00031274626720947577f, 37 0.00020578555375160075f, 38 0.0007075246732697733f, 39 0.000539641029909925f, 40 0.0013939401375906984f, 41 4.985394760423499f, 42 4.985394760423499f, 43 4.9992148717283085f, 44 5.143739822380163f, 45 5.518483124004564f, 46 87.63597847427077f 47 }; 48 49 static const float av1_mv_prec_std[MV_PREC_FEATURE_SIZE] = { 50 66.86256140247244f, 51 68.04472572607503f, 52 13.23247674430399f, 53 0.0029123438396921955f, 54 0.0015331406169374737f, 55 0.0029149813096313775f, 56 1.0f, 57 0.00047501102871357813f, 58 0.00030025962993117947f, 59 0.0009861163580391207f, 60 0.0012157593528004055f, 61 0.002004954948490521f, 62 6.539447500484038f, 63 6.539447500484038f, 64 6.396589058279465f, 65 3.4870155874262516f, 66 3.8911353973740535f, 67 112.07985259573601f 68 }; 69 70 static const float av1_mv_prec_nn_weights_layer_0[] = { -0.13008492159557145f, 71 -0.1483527373474774f, 72 0.08112076098858864f, 73 -0.9582568679627453f, 74 -0.34794757171071206f, 75 0.6465225723304947f, 76 0.0f, 77 0.06754171885839604f, 78 0.27156803620541214f, 79 0.10635231245664407f, 80 -0.031183926995968583f, 81 0.048122572260291f, 82 -0.19498534230045128f, 83 -0.2614116319273316f, 84 -0.3223762845136331f, 85 -1.2063368350609205f, 86 -0.523333556911706f, 87 1.075632260890728f, 88 0.48989726814387946f, 89 -0.34816466111070477f, 90 0.41668357610256473f, 91 -1.0973562848791671f, 92 0.04183921854389494f, 93 -0.9123815389260476f, 94 0.0f, 95 0.859965047744027f, 96 0.1962095804679813f, 97 0.2606564339077058f, 98 0.26695868715184895f, 99 0.5319308568326692f, 100 -0.23717505799723165f, 101 -0.43127224481782567f, 102 -0.3214545776203726f, 103 0.5850852241402176f, 104 -0.26705531612587813f, 105 -0.5786016766610093f, 106 0.9360519909983003f, 107 0.20771329289016555f, 108 -0.027614159544811823f, 109 -1.175022807046164f, 110 -0.07578967497693835f, 111 0.6890172485324256f, 112 0.0f, 113 -0.008008338164988263f, 114 -0.08064800010158935f, 115 -0.22606910981666667f, 116 0.4541586669210879f, 117 0.07731527661370792f, 118 -0.6744475941247964f, 119 -0.2625842448396184f, 120 1.7018613444303785f, 121 -0.08622229073162656f, 122 0.041858142814941275f, 123 -0.24575964090386415f, 124 -0.046626044730994964f, 125 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0.22148722752246794f, 166 0.0f, 167 0.6122392701743506f, 168 -0.26429838296378333f, 169 0.31958081620005463f, 170 -0.006027177397853826f, 171 -0.3088310785887994f, 172 -0.5436192046707807f, 173 -0.011080356757423306f, 174 0.12632650770008413f, 175 -0.45097913215234525f, 176 1.8008072867127298f, 177 -0.7630029654575501f, 178 -0.4054774329826579f, 179 0.40386074452544535f, 180 -0.18541426257453025f, 181 0.2444879765079863f, 182 -0.6216724756115081f, 183 0.27030299321302f, 184 0.0f, 185 -0.6835848952967989f, 186 -0.7914184320964815f, 187 -0.6761595019582928f, 188 -1.009565565604081f, 189 -0.1904242439353305f, 190 0.4463417126318631f, 191 0.6025503823452971f, 192 0.5149990860115566f, 193 1.0242970663937634f, 194 0.037947306826401385f, 195 0.07039339786212848f, 196 0.14273796789711987f, 197 0.168103961425691f, 198 1.6596066376811978f, 199 0.19321092229384657f, 200 -0.3710750388148514f, 201 -0.01717015559410288f, 202 0.0f, 203 0.3005688477942597f, 204 0.23877080653829577f, 205 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-0.3992922365484464f, 562 0.0f, 563 0.19598917760218867f, 564 0.4860238022746914f, 565 0.3364528828641281f, 566 0.3350950865226741f, 567 0.2773654548632006f, 568 -0.30547262140782566f, 569 0.028649620490728344f, 570 -0.11763407628280315f, 571 0.6237318502627169f, 572 -0.3958952632477945f, 573 0.14797171297835243f, 574 0.45821729624747465f, 575 -0.8687137170773626f, 576 0.06989667196937126f, 577 -0.5752606929478727f, 578 0.16986945686358412f, 579 0.6925071596817824f, 580 0.0f, 581 0.4991250796183003f, 582 0.03424654896322111f, 583 0.6153698611882319f, 584 0.5070872444849457f, 585 0.43615747516328135f, 586 -0.7870352838659244f, 587 -0.6424101231965247f, 588 -0.7005774876651399f, 589 0.79983115431488f, 590 0.15720357955596242f, 591 -1.408372612176309f, 592 -0.039294695217213765f, 593 0.6979415372962309f, 594 0.27403316751965656f, 595 1.2844596102619275f, 596 -0.2781534150257364f, 597 0.3248437714908865f, 598 0.0f, 599 0.4364362371752831f, 600 -0.2548580911485434f, 601 -0.19578001373349452f, 602 -0.04597194387828005f, 603 -0.010035156855533233f, 604 0.0415941475251266f, 605 0.07929549739797387f, 606 -0.060629652912508866f, 607 0.5977303008711333f, 608 -1.4404008068066554f, 609 0.8555694790197376f, 610 -0.03693438534401856f, 611 0.17761411164512408f, 612 -0.11858304304109235f, 613 -1.4241324353471327f, 614 0.1533849765389186f, 615 0.7650643783126995f, 616 0.0f, 617 -0.0639949379280401f, 618 0.4288617817939563f, 619 0.4235508646885404f, 620 0.3419843254383798f, 621 -0.015992360660098768f, 622 -0.773247697505441f, 623 -0.4908452922015917f, 624 0.9868134897291486f, 625 -0.5078689994742608f, 626 1.05632043744864f, 627 -0.38867419409275117f, 628 -0.0065547696858664194f, 629 -0.3056003173415037f, 630 -0.333762331930102f, 631 0.4459671174011671f, 632 0.08219092584580244f, 633 -0.08099158579518179f, 634 0.0f, 635 -0.1568180656346373f, 636 -0.061962372393910135f, 637 0.14065868174859464f, 638 -0.055925712798972765f, 639 0.05136117465820622f, 640 0.0907831030477633f, 641 0.19518110495319604f, 642 -0.7470794578145956f, 643 1.5945999734733545f, 644 -0.4351697502345834f, 645 -0.33253649399571805f }; 646 647 static const float av1_mv_prec_nn_bias_layer_0[] = { 648 -0.651213833993862f, -1.1243309933417809f, -0.2123880023097051f, 649 0.23095477452877616f, -0.6668057665893545f, 0.3082268148379634f, 650 -0.3344916753975844f, -0.20920185606857844f, 0.6057933917964854f, 651 0.5031857662559803f, -1.5380096313468152f, -0.4457245344804041f, 652 1.82368055812373f, 0.7973912064077963f, 0.25706500555622913f, 653 0.1394695119825382f, 0.4508811973450553f, -0.5408959545111782f, 654 1.064829233697863f, 0.3733268644246235f, 1.1173169029905483f, 655 -0.2012817466400134f, -0.16628447748302294f, 1.3086000088940826f, 656 0.7267092979664235f, -0.9097857006590555f, -0.7564259343863077f, 657 -0.49844128036716173f, -0.4675729246975423f, -0.03626154526362181f, 658 -0.41957330902404616f, -0.9658160514319954f 659 }; 660 661 static const float av1_mv_prec_nn_weights_layer_1[] = { 662 1.5017296484510276f, 1.044216918060133f, -1.066541411740906f, 663 -0.7762965171172661f, -0.9814396609661653f, 0.9334065847340715f, 664 0.7117244268817873f, -0.7695942296628597f, 0.7892157680137047f, 665 -0.5786309358654476f, -2.4444494892027264f, 1.1666759262637185f, 666 -0.9699580532370483f, 0.5849682956422552f, -1.0372272986941953f, 667 -0.5005014627824439f, 1.1816204711740521f, -1.2204867615892114f, 668 0.4510263977504913f, 0.35567865078585165f, -0.7811389330738839f, 669 -0.6643977800301099f, -0.6283287371705794f, 0.790873821018048f, 670 0.8861643352684585f, 0.6438840651522237f, 0.6677191546466089f, 671 0.9703715021995785f, 1.250893534236489f, 0.7733742028067933f, 672 -1.249673977776904f, -1.2890127265725608f 673 }; 674 675 static const float av1_mv_prec_nn_bias_layer_1[] = { -0.341771735378258f }; 676 677 static const NN_CONFIG av1_mv_prec_dnn_config = { 678 NUM_DNN_FEATURES, 679 NUM_LOGITS, 680 NUM_DNN_LAYERS, 681 { MV_PREC_LAYER_SIZE_0 }, 682 { 683 av1_mv_prec_nn_weights_layer_0, 684 av1_mv_prec_nn_weights_layer_1, 685 }, 686 { 687 av1_mv_prec_nn_bias_layer_0, 688 av1_mv_prec_nn_bias_layer_1, 689 }, 690 }; 691 #undef NUM_DNN_LAYERS 692 #undef NUM_DNN_FEATURES 693 #undef NUM_LAYER_0_UNITS 694 #undef NUM_LOGITS 695 696 #ifdef __cplusplus 697 } // extern "C" 698 #endif 699 700 #endif // AOM_AV1_ENCODER_MISC_MODEL_WEIGHTS_H_