Transaction-Science/open-standards
Watch
1
0
Fork
You've already forked open-standards
 0
Code Issues Pull requests Projects Releases 17 Packages Wiki Activity Actions 209
open-standards/wai/ops-conformance/sets/jpegai/weights/synth_uv.json
Transaction Science cbc4caf7b0 wai: gate 5's falsification found the synthetic networks refuse every decode 
Gate 5's fault (a grouped convolution finished with its neighbour channel's
requantisation on the fast kernel) left the unit test green: every committed
vector of rec_y, rec_uv, syn_y and syn_uv refused past A32, because the synthetic
networks' multipliers grew each convolution's output by up to 2^6 per product, so
no decode of those graphs ran its operators end to end.

- The generator now sets each synthetic convolution's multiplier so that a weight
  of 32767 times its products keeps the input's magnitude (and halves the biases):
  every rec_y, rec_uv, syn_y and syn_uv vector of graphs/lower_jpegai.jsonl now
  decodes, and only the vectors one past an input's range refuse. The set's digest
  is 1bc0daae…; its graphs, certificate and vectors are regenerated, and both
  certifiers reproduce them (wai-verify vectors verify; wai_ops_check.py
  ops-conformance), with the tests naming the new digest.
- jpegai_ops::fast_kernels::the_jpegai_networks_run_their_convolutions_on_the_fast_kernel
  requires a completed decode of each of the four graphs, not of any one.

Co-Authored-By: Claude Opus 5.5 <[email protected]>
2026-10-18 01:43:32 -04:00

1 line
65 KiB
JSON
Raw Permalink Blame History

{"first_stage.conv1.weight":{"kind":"conv","dims":[2,256,3,3],"mult":28,"shift":30,"w":[-16217,31292,-12431,-5691,-8152,-3087,-3598,27761,6457,-30800,18628,-25813,-16446,24735,3500,-22900,24017,-11626,-20696,-13358,-16400,32471,-7834,25554,-12323,-7306,23427,8039,21443,15539,17140,-30533,-9140,-16494,-8228,-337,-1785,-28527,-2897,-12206,-31220,-25064,19007,-24789,-32631,27211,-30425,26170,23898,-28906,5892,4856,-4318,-21748,-31593,-18996,-13915,-15809,31659,-19462,10851,16614,11662,31489,-26250,-12137,-22676,-5209,3807,6414,-16266,-28333,28448,7016,-19483,30685,14691,-4017,-28939,23264,30326,-32446,13017,-10396,-13278,28672,-16890,-15506,-18820,-3518,27244,17632,-13787,23165,17215,-17527,-23854,12612,7093,-16389,-12856,28194,1339,14404,30866,13601,13600,15498,5247,-26386,-1226,-7600,16131,3177,17346,-25788,-12702,-20253,-23556,-22951,23673,-32446,29937,-21228,-12506,-26424,-26434,-20830,18250,-32669,15234,13378,9690,-8271,-16774,19676,24293,3097,-832,12627,21275,-23246,10703,25069,10920,18901,-29895,-30327,18863,22026,-7905,1510,-21861,-26566,28495,-26788,16025,-9411,23518,-31370,14757,-31216,23651,7167,-4789,21366,-26995,-27554,11442,30042,-14031,29418,-3202,-16965,-30884,15621,-16691,14157,4768,-24523,17577,865,-651,19483,-8013,-3776,-15682,-847,31315,-3729,-1119,17132,-19491,-15451,22507,32717,18177,-17903,-26896,1052,-12326,7181,16097,12922,-20318,-1062,9412,-7431,-14350,-7828,1564,-10034,8000,-16211,28292,7551,17594,27224,8371,-26721,30911,-12075,-29698,-16854,6429,-9453,2570,-10841,12165,25548,-19096,-29661,17524,24150,-17463,14588,11769,-19010,-28029,15924,-23450,11420,232,-17449,21861,31691,17992,-6910,28931,-25027,2419,-7151,16086,10890,26543,-31477,-19529,-7788,11293,-32339,-10332,-23397,-32150,-22948,-27432,26780,-22619,18736,22051,20758,8471,20683,-15049,-24542,4158,-6080,13925,-15094,27829,-19090,992,-9453,-1605,-17855,28078,18032,-6847,-1494,-12914,-11570,-26722,-7293,18036,-32455,3466,-7157,-8362,17380,-7544,-18469,-23320,-20313,25933,22582,2889,11222,-23944,24027,8257,17082,14008,28062,14171,-10596,-4034,-14121,8369,15097,-18090,31744,28328,-6708,-16812,-19914,-11623,-18115,-11582,-9884,671,-26957,14101,10430,-502,-28876,-3869,-22396,-11253,-11150,-16091,-15833,6798,21702,-11140,-12686,5488,3085,-18661,-562,27144,7580,9970,16700,15183,-16017,20379,-4985,28621,6993,22268,18672,-31765,20419,7034,-21477,19857,14892,11477,17272,22492,-2625,23365,-28795,5843,23575,13247,12868,32332,-23625,-26027,25684,21703,23958,31479,-23589,-19402,6573,31319,-27148,12970,-2191,15361,-20342,27149,-22823,11241,-4756,12075,-23368,-3317,-783,-23212,-4653,-16521,-28846,21026,-3806,-32760,17047,30832,-25982,30234,-12331,-941,7299,-5234,-18274,-25237,-17974,-13807,-6514,-25553,21119,19569,20276,-18854,23872,-26141,20132,-28908,-9953,29635,11581,-5387,424,-26475,-30172,25462,-2127,8847,-24291,19482,4626,2560,-15081,27535,14937,4669,-28944,7878,11998,13829,18152,3333,-24786,-5978,5696,-17965,-10861,-21177,16420,-25979,32128,-21661,-14912,-1119,-16038,-13793,-22465,26366,-19062,23551,-11008,18073,-2036,-6106,-18922,204,-9404,17016,10137,12411,-21892,-24359,-24957,-335,-1112,-27743,16873,-6169,-19128,1110,32062,13136,11776,-20610,20760,15457,-20847,-10966,15763,13668,-23973,12379,5289,-21540,7745,-18831,5987,22570,9484,21538,-19215,3032,-17992,20910,-8055,31803,18218,16837,-10875,-22716,8415,-22319,-18280,-21327,-24080,9753,-24725,13933,7096,-13863,19246,31365,-1131,-22583,-24412,17119,-18962,-29894,114,18672,-12171,-16433,-9069,19234,14954,10274,18897,25699,4868,24654,14607,19911,25814,-2756,21131,-3420,14106,-21801,-18048,-20314,20715,4719,10403,-24171,-12208,17216,-25498,9125,-3217,-5823,5188,-28004,-26347,2956,25536,-15364,-287,-25919,-13351,-18669,-20079,-15214,1104,14507,-2012,28325,-7308,13630,3286,30220,5018,22637,-17380,22012,17520,23415,-13566,-22504,31409,8232,13593,30812,-12246,-19252,-25303,-9790,-29877,-31669,10818,-4810,20250,17758,21816,20528,-26335,-15834,-23377,16868,2564,25441,13420,32038,4384,19885,-8946,-24221,5347,27139,32496,-29022,-941,21680,-4522,-30091,2827,-10092,7915,-2430,29301,4855,-22260,10714,-13002,18444,27774,-4662,16448,2446,-14752,-29425,555,-4991,3940,19775,13870,-9072,21255,-9455,2760,6943,-17423,12052,17083,23569,-29940,9801,27551,-607,-16163,-3312,11022,-30929,-1367,248,14793,-15804,24899,-19874,-1606,-889,-16899,5813,-2296,-14238,-16048,-15923,-6838,-10489,-14846,-24874,32737,-15108,22034,6148,-26404,-9714,9154,-7155,31516,31498,-30934,-32259,-9312,12382,902,14273,-17011,30885,-24405,22059,31513,-15886,-29788,4133,-1478,-7097,-27414,27698,16607,23874,14922,-10478,27845,23109,-31410,16978,-19262,15826,-29017,-10151,-8522,20466,-15146,22117,-12511,-11377,-9965,17710,-2750,-18302,-13258,25232,8637,23430,12517,-12469,-13507,18679,-16960,-11932,20882,-4646,31805,9658,-24050,-12357,-11719,12003,11571,1195,15005,-3696,-3476,14698,3889,-21097,-4330,32367,206,30781,21974,23642,4445,-23072,-5191,-18894,18820,-3659,-18422,2532,28789,23056,-19265,4563,-15712,14289,24965,4026,2636,14347,-11752,-26930,-21893,-15633,21066,-4180,30908,-6877,12903,-23853,-28739,-32190,-27213,995,13780,28224,-20198,72,-2853,-31954,-23963,-22650,8345,16111,21577,31246,12066,6088,29164,11823,-7971,15711,-25671,1809,-20865,-30467,-28327,18207,-28758,-3083,8439,-25406,25291,-30883,25746,14182,24908,9086,23396,9530,-30659,-30989,29557,-9528,27264,11320,-5093,12114,-8322,-32676,4429,13945,-20288,30867,-10296,-21533,-15278,-23532,-18797,3763,9456,28626,28141,12140,-31042,29084,-6326,-17845,1639,-22386,-11481,-17693,-8112,1722,10554,-11906,-21400,-2267,26685,3423,-8375,8478,-9420,-21790,8727,-9149,-7161,-27569,9781,29817,-836,-28892,21845,4689,4931,-13264,27906,25666,-25022,-14207,-9989,21356,5395,-5837,25636,-7244,3287,28589,31491,-13442,1196,28400,6928,-17792,-19466,16399,12080,-4062,-14478,-14102,24708,26450,-29194,-12125,-27720,23934,-5186,3804,-26775,-12809,27298,-14069,6323,4019,11898,-1574,-886,-6651,22803,21145,-9566,10782,32603,13570,8848,-27679,-2456,9127,-16617,-32652,20835,5746,-22098,-8285,-27871,31961,-3364,-22632,-815,7232,-30561,-23094,32039,2706,31344,189,12297,5795,-9865,-12113,-8284,-5913,30119,-14877,-634,-8093,-21689,28161,26394,-29676,-20836,-2472,-6182,27103,19594,-12029,-29517,-9967,3803,31443,25960,6640,-22210,-13551,-23816,-11557,3058,-6878,21950,32716,-26152,-24796,-30200,28895,-30084,14399,-3967,-24828,-31996,-12683,16085,-25700,-3962,-8264,-18626,-19528,-25245,-4071,-10469,-25707,-3808,-21475,-9991,29914,-26434,-22618,-25567,8881,22911,-29351,12967,15604,-16334,-18730,-27502,-15466,19269,9174,-28272,-6292,16430,30914,19956,15887,14018,-14419,26855,13876,-5329,-5165,29358,14468,-26423,23653,29911,-24408,-18768,-3150,-8837,14716,11649,12704,20395,13333,-24046,29998,13683,-32022,22987,-21329,-20793,-21653,25309,23519,17045,9703,17795,-12227,17601,4732,6899,3815,21221,6042,18307,-19064,25957,26612,-7935,-2630,7371,4110,26570,30769,13690,9419,31487,24661,7451,7808,-4549,24899,-14405,-10740,23821,31368,259,-17047,16448,26065,21794,-10872,10993,14877,1225,7731,-26809,-6247,29641,-24631,30280,12986,8661,-1550,-11335,19300,16911,-17174,12163,156,10678,-30073,10066,-12394,30303,15888,-26996,-16923,32459,22485,10976,6257,13164,7582,27737,-23907,-10483,26404,-31624,-14397,27269,7501,-10635,-12909,16441,623,19561,-28711,1202,-13617,-10614,22434,-827,24533,-32183,-31956,12598,-4947,-32,12886,6035,-16180,-9797,6098,10318,22854,32611,-32652,-26686,-8397,-21071,-15084,-2245,-16213,12555,14926,-24479,-13501,8380,21453,-7055,-19226,29155,-19791,12819,-15280,-19199,4822,9757,-7355,-14756,-7887,3025,-17146,-25400,24956,4424,15207,-20235,-9384,-25915,-14991,11183,-20248,22237,-14086,20282,-25480,-16259,-32744,21331,-19704,-3798,-8944,15929,31114,27456,-29052,-5619,6957,11441,11147,28303,3420,30281,-25377,-6852,-538,18978,-18064,10282,29123,29926,20104,5697,-4193,-11588,-5515,22179,-22928,-6195,-19510,-18482,13656,-14977,14856,-17171,-23568,-30776,24892,5335,10956,-13521,4149,236,-6709,-10754,27914,-10,25010,23562,21133,-6437,-3834,14133,-31505,6364,-5663,-31393,4766,-19564,13629,-30743,-12844,-10987,32067,-14461,-9407,10430,15740,-3611,-18079,-10579,-27338,-12764,19799,2353,-15595,-5069,-14714,-14513,-30886,-18807,9626,6280,16308,1707,-1627,26649,25200,-27650,-30294,25456,-1142,-29555,-4191,14356,6975,-6092,-264,25976,-21942,-1949,24655,-7761,-28677,-23781,12289,-25342,-17746,-19093,-23564,30645,11041,13705,23782,7780,-22095,-13812,-32231,-11094,2657,5353,-1337,-30451,14423,17830,21096,-24317,-28054,-13772,2740,11516,-234,13429,-10785,19597,28842,25961,-5393,-7345,-24832,1024,10389,7897,-132,29603,-15766,8049,24459,-20244,-903,-29672,2908,-23851,27505,9111,27753,24346,18921,-9004,-2842,-15880,20967,31105,30301,16125,-19255,-28160,24572,11789,-16692,-20779,-30344,30932,16815,-25564,-14153,-27726,-7992,23971,30157,31586,-26746,-17968,25903,12966,-6654,28376,-18636,16638,-28193,23333,14520,-18154,19003,-1499,29138,-14568,-19263,-12140,29090,-29564,-10761,-7252,-1258,-22120,-23262,122,-16486,-13400,-28529,-23353,-32075,699,28969,13038,-30182,-10428,8037,12918,-22431,-5396,9350,-32310,-25341,6097,30968,-2661,30935,-25541,30919,11893,-12151,15725,-13003,30527,-23813,-7519,6042,-15725,16000,-29917,16248,-5844,-10683,23809,-30207,-26666,-31239,1551,17757,24792,31946,9659,-26882,22827,-2923,24086,11174,7068,29951,-26956,2405,-6065,-18409,-23212,22769,11485,-24532,16636,-23001,4616,-8128,-22353,25053,18834,10857,1917,-7805,29203,25942,-13257,-14571,30374,-23519,20779,17757,-14109,18836,2419,-5375,-15818,-28001,7617,-11699,-24374,-5193,24485,1586,-20812,-6066,15175,-24046,-12339,-1478,10725,-11772,-24502,-9019,-24532,12678,-19874,29676,22579,-13788,-16057,27344,4652,-4442,-8431,29,6670,25016,-5294,10546,17002,31454,-18261,6844,-7401,-11020,22342,6701,18670,-9475,-21945,-10095,-12280,-11034,22337,20324,-10910,-12258,4981,-383,-23105,-16965,-28165,-30983,27728,18948,-8180,5409,-18265,31772,-2259,-19359,13395,-11386,25782,-22792,-15227,29190,4586,28274,-856,-12454,-469,-31939,-27954,13856,1041,-23005,23928,22942,-16903,32347,-18535,-25106,-7273,-30223,28265,15179,-14783,-3667,18929,24317,3203,1722,6772,-3195,705,-30796,31495,-18705,22744,5764,31377,27714,-15904,-15193,2176,-23788,5492,-11397,-1054,-26352,-18634,28858,16977,-13003,-6643,-23752,32151,15258,29618,30552,27372,-3642,-30812,-4275,-8127,14656,644,16015,-18271,16148,29572,-26564,5704,-23280,13584,3128,27087,12674,30406,25031,-16477,-25164,-6023,31177,25801,3392,-13795,-19529,-306,-12758,25479,-9003,124,-4107,-29769,-14537,9448,29363,17436,-11531,-10316,-3686,-15045,16810,7753,-19018,-30180,27559,-28957,11231,8379,1004,-29806,32189,7965,-15862,26569,-2716,-4892,10304,-20105,12539,7385,-4563,-29576,22415,6450,-27359,25378,17600,11788,-6811,-9194,28465,19717,20129,19925,-16376,-977,-30640,23674,17962,-531,6794,6400,-24147,-23008,-5736,21915,10131,-23669,12147,-8523,21341,-8999,23388,1307,-18255,-4881,-18193,22815,-6992,-23785,-12461,-25517,-7740,8183,-24673,7330,27048,-12498,11309,-30421,-20122,10458,-3184,-32302,-29315,352,28360,-25919,-15526,-26172,27803,-15236,2577,4998,-14924,27586,-26233,29544,-22314,23899,-14543,4190,21431,-27286,11731,2869,-14135,15896,25030,-31169,-10838,23292,-26588,23900,17922,15699,21374,-16453,806,-16121,-15303,-4467,26555,-16232,19766,-11937,-11050,14489,-24890,-12373,4623,-19450,-28826,-25374,-4018,-3724,-23942,114,-31684,9452,-5105,-11495,21243,30978,10277,-27666,-29385,29424,9403,30193,-17115,29862,18055,-7449,8982,-24015,23826,-2248,-17703,22573,-19475,-24165,-11364,24288,-31287,8917,19365,-23218,-15543,-24740,-5536,27729,-7748,14245,22105,-22107,1845,10260,5092,22143,-18661,3470,23352,29927,20084,-19789,3129,32020,-2354,-12235,10701,-4922,-763,-2074,-14038,-23026,-15956,6176,-13530,-28794,-30973,-3689,15635,13904,7039,2649,32326,26627,-16952,-13423,26044,21556,-2694,24601,16687,10555,24639,18357,-5187,-14813,25929,3519,-19078,21391,-6697,19087,3067,-11568,3030,20676,9752,-20987,-31060,8822,-2529,907,-23616,-5341,-4508,9638,25459,28751,32205,-4297,30006,-8387,4289,7845,-6089,-32502,-19724,172,13626,-24457,29251,23840,-24649,-26789,-26194,29960,248,-28868,-21794,28601,-27942,29599,1660,-19169,5554,-5007,31675,22814,18759,3858,-14608,-31045,-15097,15633,7567,17355,-25286,-6731,18530,-5176,-10742,16972,-265,-5249,29903,-29169,-14459,-15963,-4459,20907,-31139,29015,30768,-24928,14450,-2021,21236,17535,14760,-27501,31682,-28439,-11323,19193,-2539,25308,1267,-5234,28280,-21816,15762,19865,-27581,-27191,-26889,16286,-3193,20218,-1073,-22656,-17523,-15469,17821,-910,-12028,6591,-2497,32490,1583,-30608,200,-8653,-4643,22515,8021,-3254,1144,17805,23343,29188,32760,13365,-23973,27653,24807,-5516,5676,25535,-15293,-20721,11642,19282,-9882,-17116,23454,887,28116,-30376,-2653,-18837,-17990,2814,-21001,-26558,21920,16637,-13045,-29392,-29297,-21066,27177,-15416,-31705,22333,28587,12960,-5761,-7009,-19700,-19844,-29047,-31254,12694,-27175,-28417,22753,-32013,-13394,29745,-3440,14443,-22787,-27579,9113,-2264,-6077,7514,-24124,27178,-9732,-22533,2253,7953,-22283,-4619,-16799,-17456,-1427,13426,27291,-23570,23092,15140,-29617,-6382,-22900,-12662,-8637,-9580,3716,16342,-13621,15123,-28454,-17479,27251,9582,30512,-10979,-20876,17777,25703,-6217,31945,1359,25067,10697,1173,17533,2907,-20421,-31803,-26539,24616,-15581,-13997,3800,-26381,-21892,-20572,-23065,19548,3405,19788,-9318,-31335,-24125,-23260,-20094,-31781,18021,15836,-1577,-1933,-3021,4201,8979,20224,-29446,31942,8273,-14940,-8826,6977,15595,-22816,23158,11966,-31861,-19002,-15964,7413,27437,-10716,8629,4043,32363,-3064,-32175,-8377,-5743,-8179,-10975,2053,17819,-24041,24829,17488,-32616,-18867,32497,-18396,-28808,-30268,10772,-18726,781,2169,29237,-5989,17768,9077,23389,15684,12991,9185,1191,-18098,4275,-24521,-17593,-32243,-3609,30609,-29671,-12405,32049,-31378,-17252,25799,30308,21625,-11103,12084,-22796,854,-20219,-299,-7862,-18582,3241,13780,31671,32260,22951,-1982,19216,-20651,26240,8892,-25884,12797,-11677,-25031,401,15436,3102,22009,-22964,11695,-8041,-27161,4701,32736,-17792,16660,17447,21108,9641,-18034,15032,-11222,-15873,29771,10112,23319,-25722,18865,32590,1422,21768,10289,-24684,31686,27403,-5779,-4999,-31797,-16225,12061,-30693,30689,26543,-22082,22375,20635,-15560,23074,-1518,32567,28154,-17910,-5181,13332,10939,23869,-17916,-21179,13948,-5555,694,-31890,2159,-8484,-29374,-15731,28234,-27323,-19054,-13727,30392,9437,31496,20610,-15864,-6090,-3142,27271,-22300,-4179,7829,-12473,-31586,1564,-20890,4032,27909,30479,-21953,-10437,-1326,24776,-13573,10307,-1016,-28376,225,1018,26570,1539,3389,-250,14392,-19740,2396,-25340,-1896,-1536,12678,-1172,-5352,-9731,12333,1528,-712,29159,19069,25254,-7549,-28019,-3052,17546,2984,5370,9573,31463,29835,-30345,-13582,-6987,10975,6624,-26441,27160,2038,9150,-18747,-22204,-32314,-5328,-4045,-15987,24070,5300,-6865,-12354,31986,17184,-16733,16388,19007,-1573,23800,-3623,2611,15216,31385,-22421,22650,8081,8184,-23093,-7938,6998,-16106,-3685,-30762,-24536,-2409,-7234,12597,-16241,32733,6851,-14047,32262,-28581,-25773,-24086,7012,-16833,9512,21183,-22056,6004,4044,-14915,-18312,-26864,5696,17980,32512,5546,13786,32229,16231,5800,-9305,-27770,-15972,-16201,-4888,23671,9770,-26298,20135,-22107,12150,-18816,-30051,9370,-17320,18334,-5872,4078,-4023,-30122,-3307,-20939,5260,5376,-22397,-11725,-12456,-25590,-6339,2857,17185,28891,6643,27723,-26933,10280,3059,21686,-12797,-1596,-10474,13058,31829,-254,9426,31871,-10291,-92,-30636,-22003,29387,28630,-16651,-20656,30745,23430,27534,-3127,-11320,30158,-12609,12742,-29482,26497,2312,-25595,-14929,27801,-8260,-26554,12643,23343,-10332,28380,21374,16291,-32199,-14079,24941,969,-16934,5409,-19363,-22468,-19978,-10451,-29843,6749,-988,14551,13601,-18435,-1278,-6122,-25445,30472,32125,8651,11725,7171,-28622,32729,28757,-3055,17881,-8080,-13357,-15155,10023,20239,-15723,10397,7281,28473,-15706,23724,4731,-18857,26233,-10049,-9041,-6425,-25603,5950,-7317,23572,26092,-9485,-4211,26338,-18977,-5630,-3648,-29561,-21650,11146,-16170,-25639,24476,-23631,-15828,-13728,7055,31829,-22155,10190,-19649,32345,-8409,8452,5045,25947,-19406,-2921,1483,-30372,-27008,9972,-29509,-23538,16999,28269,25587,11170,17292,-10513,-31192,-24321,-1554,-14247,-3804,-3171,11574,741,17757,12075,12655,28876,23744,-11406,-31738,18295,5353,21521,2920,-17177,-3143,-17522,28850,26057,3327,16646,-4904,-5242,28766,-20093,13368,32715,-7761,25774,8762,-24805,-7413,-18772,-14016,5015,-12604,-11932,24632,-3798,20598,18619,5604,-17880,8636,-12599,-18410,2782,-24508,-29999,26251,-23752,5644,27718,16849,-30706,24680,-27370,-3867,-28725,-19449,-22906,-3168,-20236,-24974,20781,22417,253,32685,-20113,21328,-1113,-14188,-31691,-651,1133,-20667,-9741,-17749,15659,-12747,-23708,9231,-715,-22495,-18302,11794,-12987,-18044,-10182,-3547,-14392,-30995,27341,-15709,-12567,-3073,-9598,-25553,-5556,-23141,5033,22107,8302,5454,28473,-10818,30766,19778,3865,16192,-14753,18618,-29494,-20525,10278,-14713,5264,-31203,16580,14109,32073,-26506,-8752,17926,4846,-18179,-16144,-25725,472,4699,7013,18458,14379,-5963,-30368,-1494,13207,-8408,22218,17792,5838,21326,-1027,8989,21794,10754,13642,18797,24252,-12013,9186,-18181,3376,20028,10696,8763,32347,-31178,-12150,2713,16359,4882,24574,-27643,24214,-13940,-4278,-1555,-25060,-14562,25621,-749,27819,8185,27857,27294,-14908,-15131,-30729,-30106,2115,-5124,-10960,3491,375,18790,-8677,-29030,-27401,-8956,-13102,29814,15271,24852,-29354,12030,-13598,29200,2304,-23742,-12624,-3828,3759,-25481,21833,19709,-16769,-3093,-24951,11705,789,15283,20739,-16526,-29487,-15833,-16457,21489,29117,19883,26006,-17820,-12824,6437,23096,-3781,-21598,-1701,10854,-30675,12179,4729,-12392,4421,-10276,-8294,21217,26987,-7312,-29372,-32680,-22925,3806,16786,-25221,-22380,725,-20671,13827,-17915,13338,-5689,27310,-3594,4994,16255,29491,21076,29524,-19728,7048,-3140,-19628,-32661,20146,25779,10567,8866,-8237,-1753,-18733,16267,2068,-4437,-18795,10288,12790,-25670,-30355,21604,-1151,8233,14089,-21429,-23204,3018,-15436,-28296,22839,-30217,-2485,19509,27397,-27968,-24707,22429,-22477,-19185,-11412,-2683,28629,23665,-28533,11609,-27654,20300,6441,10808,-15035,-22418,-11670,12282,20922,25834,-16790,30108,-2288,20526,1802,-23995,-10178,-30310,6727,-12744,16539,17323,-9722,23956,-8707,3678,20014,17989,27605,1835,-9427,10683,-30982,11494,29614,-8489,-8321,-6309,25333,-9037,-516,30697,29246,-14968,803,16840,-13197,-29384,25831,1710,15238,-21325,7513,28036,-10781,-6886,-22516,13880,-21155,-11709,-31401,-22025,25499,18981,11278,-10325,-4727,32688,-19755,-24297,10974,-2408,-29683,26102,12513,-24391,31402,-3763,-21404,-21724,-24338,-6186,-20097,-8347,11439,32050,-9426,5473,-22616,-1011,7293,13462,-29656,10481,29018,-23983,-14931,30547,281,7077,-9186,-10120,-26868,28213,31654,8396,-24360,-29973,-14135,29255,24976,9370,30113,-25448,32738,18266,3278,13632,-12045,20340,11930,-20446,23618,-828,-19044,2489,21284,-17267,7214,-7262,-9779,5666,-27973,-20570,436,18278,31823,-22991,23262,-21504,-13723,-11342,-21309,-22257,12311,25450,2115,15231,7027,-32717,-14462,-26353,-12213,-2387,22724,16383,-20018,11187,19927,-10050,-11666,6016,-9984,-23248,15864,27258,-14720,16584,-10926,18787,32280,-23565,-8373,22940,13886,-11163,32258,-24366,-28026,-9795,-24994,-8912,24054,-391,6944,22069,-11041,-23038,23905,11318,16880,18294,-25011,-1925,-1829,-21871,1111,12811,12700,-9866,31588,28136,-218,-6342,6697,11105,-17114,-12608,-27040,-13478,30347,-6785,-14846,17747,2852,-18000,-10917,-29824,31157,-18023,-32383,-28845,-9622,7747,-29548,-28759,3227,20891,-24273,-7792,-27618,-11816,1042,-14597,-28233,-26494,-11899,22467,22079,-15191,-3577,32256,-9230,-15085,-9295,-16734,792,25135,20013,-22907,13705,-18253,-14283,10542,7893,10988,-9228,30730,-21660,4585,-29819,-760,-31883,-30605,-5637,-26456,-11355,32437,-11612,-28115,24569,18093,-5671,-12391,30273,18164,-25584,4732,16706,15286,7603,-8479,-10765,-8831,7614,-12166,21434,23325,21535,-2142,28493,-19385,-18168,-30740,-26669,149,-11483,113,-3916,-1698,1299,-20326,22694,-30492,-28427,4682,-16286,-10287,17406,-13340,14381,-20479,13641,7630,30385,-8028,28167,26355,-15696,15815,17799,-990,-11799,3899,11950,17762,19765,-10067,-8473,-8999,9268,30751,6460,-2982,27036,-9026,19460,-17965,6894,6306,12778,17004,-17287,-7476,9865,-5614,6846,48,9956,-4080,-15880,-20232,13392,30652,31343,535,-19895,12423,-28378,10338,7443,10496,32691,-9242,-21005,-17525,15842,-31715,24822,-24336,-5368,-16104,16198,29643,-8903,-10758,-3729,-21376,11473,-30647,-32500,31114,-4080,-28419,-10585,-20346,-18383,21515,28177,-13278,1440,9183,-15952,-8305,20662,-18848,6925,-5744,5566,-11171,-26422,18546,-29955,30516,31158,32309,-11849,-29855,32704,-32710,15053,-264,12277,-5771,-16663,-3688,-32346,21531,-3017,9,-14505,-19478,-6533,24650,-61,9917,1669,2700,-21787,-17307,3913,521,13031,-2097,28363,19200,-28510,-25055,-16145,32179,12855,23465,30160,-23979,3606,5432,31664,-8172,-9826,11460,1546,-19788,-32389,26471,-31638,20375,-13924,14105,14648,5745,9727,12816,15712,10706,3960,-1821,18811,9854,14555,4686,13657,27116,-22318,21825,25549,6252,-27007,31538,-31744,-11233,668,29634,12805,-2834,-10016,16137,14950,32756,23456,5571,27127,-11557,32452,2769,4646,-31849,32404,-28853,4982,-26630,6642,28711,-22740,-27612,-8141,-30445,17457,3996,418,31271,29757,-28159,3867,16502,-31710,11941,5853,7960,28127,-6322,24468,-27790,-1524,17580,-24075,5326,2066,18331,16380,21761,-5205,-23134,-22022,30840,18426,23417,19089,-5475,30124,29565,28361,-22300,-29683,-20831,-8418,-31553,23580,21250,-3989,-87,5951,31219,18745,-18574,7490,212,1518,9823,6354,-13498,2378,-21346,-5403,-8207,-22073,-29493,-24419,-11985,-24870,14725,9935,-20445,-20984,31936,25136,26806,-10791,20748,6269,11917,13417,13972,21694,9081,8125,-16803,-7850,10327,16550,-28944,13364,20279,28964,-14854,23817,-23033,-12841,-23625,32224,-7675,-20974,29512,19909,-22584,23477,907,-15901,-28110,13860,-23142,11984,-20503,495,-1415,-6441,-28420,-15401,-20043,-27143,-29480,-30522,-30914,-20003,-20241,-2613,4440,-13046,-23997,-9779,-17816,23780,18614,3648,7639,31141,19417,-32281,-779,-31510,-14389,28833,15820,-28686,10767,-13409,8119,-27185,-26843,25519,2470,-30566,-13901,32523,3690,26756,30572,-32109,28635,24743,8940,27211,9351,21920,-28844,-7145,-15822,-17248,31608,-24004,19739,23501,30736,-3861,2556,20740,32274,-10857,-12692,27973,5821,-14953,-28200,-9669,7831,-3833,23208,8166,22913,-8874,-14057,17714,470,-15060,30069,7239,-9221,-27331,-855,18927,-22072,-23313,-21974,-31036,19184,-32615,13072,18363,866,6224,5264,-13983,-10893,18789,12741,-5696,4500,20266,-20949,3866,-18923,-29501,1685,-24099,19877,25090,6480,14501,7890,6497,-27389,-23633,-25759,22546,3694,-10289,6145,-5783,32117,16781,-19484,-29370,-27355,-8956,-7473,-4056,-13707,-11699,-10827,15965,-10578,6617,20637,-29880,-10234,27385,-2182,-29934,-20930,-30045,4443,20289,-7931,20730,-19664,-11089,597,-5270,-3342,-29756,-3812,587,9270,5580,3669,19952,-25711,26884,-4837,-9143,26457,-26553,9342,-3263,7023,9793,-26343,-2224,-16747,-10423,14671,-3520,-5147,-3160,14337,-21991,-15976,18514,29758,-15141,26424,-6437,-13388,30334,25726,-18943,-11778,18909,-8549,25231,-9181,18035,9793,30528,22102,-32292,11745,-20384,8175,-1885,22487,1654,-30551,1039,32232,-25322,12886,3636,-22890,-18915,27566,-19293,21631,11055,22893,9178,30523,-919,19817,-11368,32257,21345,-5425,-19708,31380,-16089,3657,-5454,23808,-27258,-301,3229,28303,15202,-2042,24149,-13133,14337,-20055,18841,19688,3452,-6649,199,-3811,30233,-17535,-6900,-15049,-29801,-32068,-23738,28495,-14036,-12547,22678,-8226,-30786,6816,-25141,-1721,-4184,-32764,7757,-27185,-2531,18346,-3043,-15996,31276,-18904,-30982,-3810,-9597,-32323,15518,-10114,12006,-32543,2391,14756,-14198,-19396,-17343,4185,-21617,23143,18520,-25849,-24164,-14914,28450,18984,27499,-12332,-164,-31052,16190,-23036,24158,-9971,7033,29511,-4916,5641,23792,-11757,-32601,9773,-18724,-17227,-22376,-12590,32168,-20778,-15565,-557,-9766,-3663,-30442,22924,24455,19208,6602,17565,-17906,22937,22886,-26997,-6034,-9087,-28870,10660,23651,5436,29519,-16249,24459,-18753,-3939,1103,-8405,-20464,-17792,30534,-5481,-6170,-21804,4715,11937,-26930,-6093,19702,3441,18455,-6321,1047,-6778,24383,18968,-19879,8819,-31809,29495,18253,282,4110,18670,-11705,-15376,-10744,-10141,-21328,-18453,5075,1462,-3312,23257,4934,9209,15890,21995,-10206,13347,32,21257,16446,-9547,14188,717,6159,16189,-26332,-21247,3096,5641,17918,-27208,-11954,27986,5423,30412,15512,-27424,28009,-4004,-26805,22851,-13378,19574,-30219,28646,7982,23875,9983,15449,6881,-20699,18955,22751,-3952,205,16752,30248,-3500,25089,29630,29367,15599,21722,-26127,25170,-30443,-9029,22787,17416,5995,27232,10327,-9221,15095,-25917,24624,-18950,27154,28990,-21823,-30460,-15812,-25621,28103,30247,31956,-2584,19718,6717,-6283,20154,-27508,24010,27846,18959,-2426,-9242,1632,24161,18128,-27348,29749,-27562,-31660,20352,-3168,-14684,-32498,-3641,2847,-4038,26443,25953,31679,-9549,31606,10077,-12545,-16207,1108,2097,-30176,-2166,-17710,1286,31252,-8054,25826,31604,9342,-31420,13058,-292,25682,-10779,-1687,-27380,-13429,26060,-18139,26512,-20575,6977,-29069,-16832,23294,2230,-416,-27118,-28420,12929,8540,23579,12398,-19696,-29691,-7478,-10308,3762,12783,-3102,-20775,-11203,2036,-22299,-2191,-22071,15745,-6612,6856,8882,-1555,4163,-10992,-23573,26804,-17555,-6296,9844,21298,29320,28360,23075,-24076,17321,14095,22549,28077,9529,26887,9023,3759,10595,30336,-18822,6419,9767,12154,-20236,19733,4718,21178,-25004,-5567,-22639,-19927,7953,-289,29437,27346,-12204,25512,15968,-28941,25625,4812,25902,10023,-13881,17672,5014,-12838,9401,-11106,1969,-15686,7261,-27581,6544,-11722,15521,25693,-16797,-24729,-16896,-9080,5130,-21991,-4294,13440,-27837,-4453,-13107,-10175,-25419,20679,-6940,-15798,31012,-23895,3004,18302,-24657,-23233,-3859,2188,-5746,-6861,-5238,18329,-15355,30610,-11178,-19301,-12222,19160,16846,22322,10159,-28827,7853,20104,24928,11774,31366,-12942,-4819,1988,14159,-27607,-3128,-2247,28374,22502,-5367,10009,7363,-24728,-28841,-3939,-4863,15092,12551,-20748,-14863,-15937,1132,-10522,31823,-3044,14775,1223,21167,27904,1653,-7759,-15390,-10261,31961,20760,22550,-12309,-28161,-4715,-23051,27933,24620,26276,-21985,-23339,31574,-32649,-3094,-17134,5495,-19968,17970,13690,-17879,-7386,19492,18463,-1,9293,766,-29025,25078,-13169,-18970,9782,-14775,-23660,-6261,-10699,-7527,4650,23264,7319,29437,4724,11353,-7063,13027,-2111,-5325,-12462,8151,18392,31057,-20469,2324,-2559,4554,3636,19407,10413,-13556,24523,451,-24179,-19415,-5726,-18429,27009,1518,-10971,-18893,-4400,-2600,31611,23827,23803,-15234,-21582,21575,-11115,-28938,-24057,21185,-19670,-27618,-27844,32515,-21928,-2483,32112,18625,19701,-19266,-14447,28902,-27175,-23295,-2209,-14247,8454,13195,5162,-19000,2790,32669,-5876,13981,-14030,-21552,16700,-22983,-9162,-8746,26078,6315,-13053,-30635,27960,24459,12764,-1131,-27097,12911,-14336,23880,-31472,-11400,-6620,-11205,-11708,-6109,16445,-10492,-13057,3059,-17059,25858,22676,-949,3657,-1443,-543,19092,19306,-15478,-30221,-22095,-28302,8416,29190,-23062,-24744,13057,-16597,-17683,16171,-23439,-22045,32340,20506,-7619,-5421,-18362,-26516,-32622,15575,24215,-20907,-1270,-20143,16349,31396,27072,-22018,-29941,4980,31886,-1309,-11449,-25556,18908,17553,-12580,-16626,-4215,14395,-23171,-21972,3673,29182,-31430,22599,-29390,14679,-21147,18538,-6680,20724,23727,12887,-25503,-21080,23405,-32612,-18034,4291,30549,-9143,32502,-15990,-6156,-31718,6114,14920,28261,-12068,22883,21411,-24988,-16256,24244,-1150,23568,11550,-16365,706,-15390,10588,1829,-27963,10243,-3871,21528,23035,-10423,18945,24913,18384,15864,14673,7935,-17943,18726,24258,-3885,16460,19007,15945,22159,31080,-521,-22237,-22889,18461,1492,28913,-7998,3592,-2295,31249,-10698,-8694,-9578,862,-21346,16378,4400,17439,-28876,-16906,-4462,-30495,-3186,15913,-13558,-10346,24604,6371,30997,-24995,-31194,3947,-21517,-11088,10686,-30755,22926,-27734,32742,-24202,-31245,20165,17483,16844,-16601,-20214,23255,3619,9118,-29090,-16969,-27609,-3378,15560,-9498,22263,-4549,-2369,26902,13831,27973,-13592,-7113,14689,-24793,25122,-15891,-9306,23859,30030,-3053,-86,19356,-12293,-20698,28973,20844,17916,4178,-26000,12741,-13938,31177,-17874,-13248,12557,-6434,30554,7607,30808,21011,-25134,-3926,-27838,20537,25956,464,2431,-23104,20079,-6243,-31010,19395,-26712,-31848,-11647,31629,-32609,-10006,-9168,21290,23629,-19492,24285,7646,-7224,7517,21394,19811,-26149,4619,439,7482,-13262,29210,-28828,20112,20949,10003,23078,-32335,-20228,199,-6465,-20067,-13105,-5410,-1299,30078,-7115,-9897,3983,-19356,-28088,-6421,-29646,19234,796,8598,-1003,-30229,-18604,-22407,-4006,2967,13297,23795,-16933,-22879,-25950,28876,-12975,20412,11762,-11364,743,-32577,-21835]},"first_stage.conv1.bias":{"kind":"q16","dims":[2],"v":[5856,19073]},"conv2_t.weight":{"kind":"conv","dims":[98,4,3,3],"mult":74,"shift":30,"w":[-25173,28682,27960,8433,-21030,5328,17435,8839,27968,10475,-5413,-19057,-31430,-29513,-22007,-25451,13113,-14017,14682,24755,25834,16662,19743,-15129,32202,13878,-25668,5501,11860,-13482,-16862,-28636,32605,19784,-9300,-6775,10614,7380,25322,-19372,-2736,31131,21852,9700,-8545,6194,27968,12972,-14914,7275,-29678,8180,-10925,-27963,15553,16025,-8932,18750,-21444,13208,-17963,-13305,482,15512,19626,-11576,22511,21027,-29435,1577,-14675,13434,-8240,31786,26898,135,3527,-4537,6477,-23021,-24814,-680,30401,-5162,-26006,23945,-5494,24362,21578,-27637,-15873,-911,-29840,-22849,-32594,-9765,19906,-19294,-22957,-24867,-26970,7305,24984,-7107,19740,-24529,-29541,30445,14020,-3271,-12495,13126,6405,12625,25903,-25072,3296,-1695,19328,14402,-9049,5029,11014,25929,7529,-2126,32264,22346,26055,22166,8885,13435,25886,-122,-27522,5851,29218,-4105,-13206,-17513,-2950,-11217,23278,-1769,-17553,-16269,26740,-22907,-4672,-24488,26467,-5885,-27432,-4211,-15708,-553,-15524,6636,-27959,26853,10648,11364,17548,-26897,11227,-7209,32275,27,29005,14686,27929,30254,-18247,28544,-29959,14546,20412,2969,23894,30537,-25298,-16390,27928,27887,-22562,15973,14280,-12577,29051,-20374,4985,5333,29735,3521,-12133,-2263,6929,-11730,11045,-26168,-22965,-32475,-18289,10430,-10062,-1416,30953,15601,-21637,2258,15837,10437,-18751,29128,14356,-21539,22425,-26893,31989,-21146,-4174,2372,-24994,19280,-2056,-28708,28211,-4576,-8306,16153,-10851,704,-18883,-24840,-8709,-28595,31353,24431,21620,-20219,19352,22649,13800,-32562,-323,-24427,-26461,12141,18986,30688,32085,22856,31192,-2550,-3755,-6259,23461,22208,-29758,-12502,4299,-28283,18184,16973,-7599,-2687,6550,-19163,-17915,-23013,29214,306,6148,13643,27099,-6577,-32389,-16560,-25437,-1816,21257,-22196,20783,-18966,25603,-19197,-28670,-4034,-25799,14740,23555,16300,1756,30922,28170,-21904,-7892,-23301,13667,-24857,-3509,-28618,2390,-19436,32701,950,25231,18440,-6287,21089,23286,26840,-4526,-16482,28231,11564,-3474,14042,-8635,-30928,-29438,26176,23986,-31753,9777,-23167,1663,19634,-1987,-27227,29965,23945,-18176,-11315,-10915,-17708,12873,18881,-32409,-6764,23642,20957,-17993,-26015,-5285,4632,-18214,1571,3930,-6389,16725,-1438,-3148,24164,31165,-15593,19296,-21756,-29704,-2551,28190,-1166,-30576,-20862,18505,-12183,-3073,19026,-26132,-4757,-26515,3409,-28041,26415,-26808,13928,-6282,-613,-27858,6823,-26558,26584,-30029,11215,30637,-8874,3448,-30765,-5446,9209,-26711,-27280,13556,-30181,-11296,-20343,-6562,-22820,29867,-25383,9908,10310,-25205,-3886,6519,3030,-3540,26939,-4679,-6804,25237,9232,-13400,5197,-16241,7577,-10584,28311,13814,24893,-189,-851,23392,30441,14223,14088,-29572,-27381,-11768,-16098,-14394,-7299,-25370,4077,-9297,-9811,-25822,-22845,1219,16537,9038,-9494,13244,-14936,2052,-26742,6098,-31106,13135,29813,-11404,-7479,22277,-15576,-8207,28399,-8034,-5936,3325,-25842,20700,-15662,-5674,26494,-4292,-5856,-32522,-17612,-28805,-3134,-12826,14939,8519,-30647,7914,3788,-31611,-10994,30552,1566,-30912,18867,19036,-26922,-28266,11893,1187,-28588,-22275,-22877,-28008,29755,31143,-30319,-16812,22138,26351,-19221,23094,-4211,13405,-24442,-15881,32004,-14000,22467,-16762,16544,21383,-26739,13291,-27136,1626,-337,4539,22778,-4281,-15826,-2053,15734,8068,4671,30486,30631,-6796,-2208,12843,-28062,15177,4899,-29021,-11211,-10552,18532,5014,22003,-9050,-1441,-26349,7678,-19642,27270,1494,-21066,-9168,-19342,-6134,19667,20578,-28766,17961,-17602,-16695,24958,12890,1370,-13109,17068,8801,30515,23231,-29420,-29358,-29687,-1113,21321,-9823,-29214,27120,1347,30840,300,-30298,15493,-30826,-6081,19735,28288,-5007,-18291,76,-18244,23220,-10379,-5620,30268,3735,31727,31198,-30972,-17044,25300,1890,-2269,20158,16252,28051,19725,-16269,-4980,-17258,6381,17028,-12,7297,-4094,-2152,27871,15589,10921,-28620,-32043,-6800,-21824,-948,-30966,-29149,31075,31480,4567,-9694,-30113,-27273,17570,-17932,-25782,-10471,-31399,31791,-23053,31511,14086,-32094,-20147,716,29521,18837,24864,15826,12760,14830,17496,-15878,26633,9437,-10752,3124,-30911,10266,-6922,30210,17714,-22545,-2836,-2233,15818,29914,30678,-10324,-21008,-1657,1208,-11653,-4976,13147,-19778,-6438,-18560,-21303,12678,28762,-6526,-31958,-19000,-5698,-27730,-19850,31833,-4659,-20977,-1462,23043,-6377,-4003,-13290,-2162,-27600,-18932,-14873,-16311,-1653,9356,-9464,7894,-25639,25790,-21072,7018,19478,-31067,17192,-14884,9438,1185,-13767,11728,-1765,19214,23231,31692,32678,26865,-6460,-11496,-15141,22728,-31232,3798,-18189,23317,17563,29724,9995,25740,-26871,-8242,-4538,20235,14189,1089,-8279,-32661,-3984,10044,-11790,27083,13015,-25562,30756,2516,-5844,27567,-21735,-28091,16981,-5965,-23242,617,-6819,-23673,-23526,-11884,-19236,9910,16893,16001,-28877,-29422,30969,-18673,352,-7876,-3325,22573,-32075,-9137,-29803,-14669,30708,-29209,23333,-14895,7400,-30874,-25405,6262,-20826,-21169,-10100,14129,30334,7392,-17893,31399,-9311,-10923,-15890,29541,21220,8484,15995,5088,2138,-26200,-14251,-14131,31522,-7854,-6998,-25298,-16754,22568,-10116,25927,-8136,8342,29192,-4388,9007,-14914,2372,-15284,-23772,-6149,12372,-23436,-3139,2236,-11571,-25984,9116,-17497,-6318,-30632,-26501,-32574,3727,25540,13407,-25917,-29622,-10898,-28097,-11234,-26707,1356,-12711,-4960,7758,-32256,-10604,-24197,2278,-12182,-3588,8150,26302,20736,-29591,6395,6689,3754,4765,20284,30289,-5340,-29500,13457,26054,26104,-32233,31297,-6671,-30669,5673,-30273,-5796,25469,-30173,7573,31818,-28491,-13332,-23201,7786,-1238,-2787,-25902,-1305,-15747,31066,19233,-21348,-22356,-15470,-7243,-19017,-2086,19689,-5920,20273,31097,-16215,7803,29368,-27436,3651,-31777,29369,18141,18185,9849,-18448,-11859,-9529,-7176,31107,-16244,-12748,15172,-1811,3651,-18544,23657,-12571,-25487,5208,-20265,15622,13736,-21595,-13441,455,7915,12445,-4481,-4586,-1149,27274,2258,31542,-700,-11289,14359,31923,-21732,-6158,23057,5593,11184,12991,-6914,-8536,32063,-13678,-16300,-8327,27011,-5555,-23607,-8670,-25897,8765,-20604,8292,25056,-20625,-31296,-32355,-28157,2818,-1299,2613,-7583,16210,-28653,-31505,9620,8206,-21476,-1805,-31295,23534,-7298,-17286,-9293,23483,-826,23377,17706,24515,23241,-23015,4332,-24135,17906,-20916,3737,-18415,8775,-30315,-13296,-26525,-4122,476,6646,-3517,-24212,-1755,-564,-14131,-2061,-25961,22796,-3730,-923,21194,-5510,29962,20189,8106,31625,23432,-11016,-10010,-28759,-15031,13808,-11438,-12878,-20611,-12210,17377,11785,-10586,12013,25792,-6070,28303,-11816,-32639,31749,3210,-22356,-18923,2282,16816,30097,30655,-28,8673,-13217,-31641,116,-15050,-9923,-15979,31802,-2999,6532,-19164,26252,-12624,7573,-25289,-19080,20402,18118,22966,28316,8540,-21393,-11433,-5288,-7338,25036,-16920,-27077,19639,2680,17828,-22383,24214,29282,-27554,26255,-18566,25990,-17059,4455,22909,-20775,4230,30622,-26164,-8199,24822,920,7439,24198,21892,15557,-10227,7720,1616,-20452,-27105,7970,-21776,25704,-15657,-16006,-2994,-15981,-12823,-24142,-10432,-7895,589,-28899,-26150,11261,-6266,23623,-6734,17968,9004,-11441,-1168,1790,10718,-27373,-29279,-8198,14672,13890,17812,-29895,-2747,-9374,-26177,3840,31717,-25674,-18721,21665,19662,30080,-6540,1689,13415,31049,-1282,15977,22930,-30320,-16743,-11170,22691,16585,21455,12709,-8071,-17863,-26405,3243,17366,11320,-9522,-29657,18334,-20388,-18892,-19382,4859,19545,-7118,-13099,7901,-4530,-2254,25113,-7220,-20746,5925,12793,-30956,-31315,-18871,3083,8843,3003,18495,-31333,-9751,-30266,8095,-14227,22892,-32286,-28147,7617,28069,17402,25371,-26168,-32696,6380,-18018,-19137,8665,23749,26229,-4077,-9937,-15248,23928,-29051,-20726,24338,3827,-17044,-32151,11118,17375,8773,26053,15334,14796,-22751,-15290,24804,3808,14394,-3644,-32333,20014,-32392,-30072,-13169,10411,-8042,-30230,14509,-7136,-9464,-4039,-22540,24567,-2051,16709,-29942,-6015,3966,-8915,-16729,-3725,31243,24284,-14707,2248,-5220,-26090,-1838,15645,22300,8716,-9864,13959,12337,-22337,-7295,-4008,7786,-25890,148,17178,-3755,-21293,4409,-5598,29698,29441,-16630,-7931,11247,26837,18008,27744,-987,24267,-25333,2394,-29511,5868,5068,14970,7437,-1778,300,-27892,-10705,-24556,-22750,20096,1197,-2214,-26580,9193,-10023,16184,-11531,-7030,-31642,12405,-17993,-25058,-26959,18778,-11285,31114,1149,-171,3920,13371,931,-14270,5839,20918,-17344,-21132,22101,-5795,564,15185,-3573,-24829,-21737,11286,-5321,-27744,-15412,-91,-12173,21984,3879,-13781,24976,29000,9275,-8994,-8310,19801,-13641,-27399,-13849,311,-16142,-3839,30541,29255,-30308,14882,4028,-3533,-7825,18259,-23959,-22717,-5691,-18508,5099,2530,-8453,12739,14982,10361,-30822,-8005,32529,1059,19507,9865,-21386,25078,10037,15299,-29006,-31535,4827,-32563,-27726,30590,-9967,5719,4748,10216,31016,26863,-31800,-11354,24092,-28051,4843,-1248,-25924,29913,2658,22336,-13072,-11023,7277,-4941,16072,-13314,16401,5748,-8944,20065,4345,7984,-7043,27055,5475,20594,-28120,-1442,-30554,10384,-14891,-16362,-24799,-23072,32249,-15410,-10978,-19430,12647,-32591,-22117,-32422,26199,-7387,9316,25450,-11684,-15346,9594,-3282,26802,-20076,-18909,22819,-30370,416,7773,16674,6994,-5258,6882,-6896,10109,-32725,2343,30632,-27537,-22185,27753,-3531,-14524,-7407,23032,-12380,14701,-27989,6453,-7842,-26041,-657,-17762,23706,4255,29533,22753,-16272,5666,-6794,22165,-31837,28682,16106,29805,6235,12117,-12792,-29498,-20568,-2814,-6143,-13827,-9526,-23438,-13939,13410,9718,2123,766,3480,12743,-9962,-17347,-17348,26265,-3029,24849,-9594,-18023,16368,29554,-22441,-30810,15395,27013,27509,-4393,-12873,30050,-23324,-19748,269,7129,20759,-11574,9352,6808,-11908,22587,-12850,-26529,7673,28367,-12313,-20634,4514,30416,-10336,-600,-5634,-27424,-459,-14503,2373,-23457,-6379,-14949,-30629,-30927,-18643,-31614,-30723,30219,27843,-11828,27074,-29422,7263,-17608,16854,-4638,-25564,18095,5269,20615,28479,31161,12045,5326,24748,-23991,28407,31037,25281,9370,-15714,-2392,-20969,24459,1554,14585,-13943,29103,22420,934,-11879,-24250,26062,6395,-2439,-16705,-7199,9877,26431,-26584,8517,-3844,7950,-26043,-27966,-26802,-25075,-31039,20231,-14567,-9395,3391,13376,-21323,17446,14559,-26417,14701,29153,1259,-27964,-21740,-31619,6922,21264,14905,517,-14089,4097,12288,16108,18900,-10753,-8429,-8419,-1589,4288,8796,-26271,-20610,-15904,-17907,29284,22709,18632,-3864,26646,24948,-8796,8728,5402,-11559,-601,-175,22892,-3275,30377,18006,32627,31763,-20903,-31328,28083,-2721,28332,-13938,-5213,8119,-2031,-17278,26234,32177,18281,21414,25127,-2263,27798,-27336,14379,10195,-17658,14016,25577,-13186,-23117,-24156,3584,-1274,-17878,-29676,-17245,4869,-15493,5316,-1626,-11814,-12807,17418,-27943,-21284,-8850,16449,-19101,-12783,23485,32151,-13324,-20381,29640,32047,4861,15014,-11283,-25539,23585,21169,-11163,18648,25105,-3468,-2641,-14084,15707,21679,11524,-30414,-3709,-20900,403,25174,-8545,-16975,13749,-7038,5164,-29383,-15188,10084,21612,21314,-7193,-10675,-9840,-8722,-15432,-11114,15008,-27324,32745,-1079,-1697,2063,3686,-22824,-10325,-27224,17713,-8409,451,-29333,-14961,20508,29373,-2567,22227,-30211,27572,-6884,-15278,-13419,-16405,3412,-18201,21047,3086,-19122,-3663,-17580,-11953,11109,15703,11531,24583,7729,9760,-2147,21748,1519,23829,24760,25478,-10494,29836,5483,-1529,-26646,-30192,29122,-16026,-8647,-25910,-4765,-17225,4205,3983,7005,3904,-3066,-18159,6121,-13286,-10653,9658,-4230,22098,-23234,28141,-15331,4541,21831,32169,-615,-28260,-5431,-25760,-3818,15232,25826,23763,-1863,-15598,2292,-7741,-14570,-29106,-1119,16565,-5401,-538,-3421,10455,2992,-23069,-4153,-19714,-25153,22040,-22385,-26642,11923,-31756,773,23936,16793,2603,31746,17657,-32416,29880,-20255,-15666,6032,10363,20045,5697,25134,11190,-7114,-25245,1242,30846,-4549,-26366,27943,-4336,-8075,-15198,28854,14198,14211,-24377,-13495,-15257,28833,24672,541,-12144,10075,27006,26528,-1624,-27572,12570,21103,-18111,-30112,-19911,-24680,16490,32710,20648,-10193,-17132,13823,-18100,-24110,-18507,30993,-6177,21278,-14920,-18299,-8882,28368,28555,-1420,1871,-25600,-1117,11919,31943,-15959,2561,23112,19999,29676,-19452,28249,1912,-1433,13567,-11530,-30477,25114,5891,-23583,-6249,20837,5647,-24013,4608,32311,-6368,30246,20023,8920,16147,18333,-14708,-11065,21687,2619,26876,20256,-22425,4431,17878,15003,32190,-19243,7271,19669,-31044,23033,-19847,-15556,14536,-29295,29273,27818,-4383,27144,12781,10069,22643,10997,15301,-31611,26195,-9241,-5445,16172,-11042,13703,-1368,26424,-22338,22782,12014,19455,27303,30665,29013,12342,-13109,475,14219,-30413,14015,-17769,8355,-30961,-18486,-1821,-9378,11178,-8411,-25291,-30710,-4001,27164,-17348,22192,207,-29184,13084,15374,20937,-9668,-26576,-4827,12988,10092,-30335,14221,29729,11385,-14157,-21584,-6999,-20452,22430,-25344,13138,13283,-18196,-15453,-30972,-2707,-8200,1163,-9718,-12258,-14626,32517,30954,27878,-32337,-9788,14071,-29573,-32628,-12164,11031,14633,18324,9132,2620,9300,-22525,26914,23356,27824,30727,26058,-24522,-12222,-22019,-14520,16066,-2676,-32739,-30258,-26221,-4125,5521,-13417,-31243,1975,24955,-31093,24004,-19719,-20942,11878,29592,5285,19316,15567,-19194,-18223,20580,-6369,-23003,26242,-30828,19558,4390,-29753,12619,9239,15004,-25106,1816,2996,-15541,-18096,-23844,-7610,-14479,19498,-17450,-18116,-12499,-32323,-6607,-23693,12681,-6178,-27292,3342,-30469,5164,-15196,12072,-16649,30833,-7870,-24241,-32658,-5890,26041,28103,15720,8526,-23819,5794,29182,-15744,-31439,-8359,-8583,-13541,-20850,20146,-27423,24578,1894,-16768,-18091,-24745,-9503,-13149,5171,-18927,-23676,-25375,7357,2343,-20272,31339,-29401,2207,-10773,-15944,-27027,-18011,-22920,-19967,-2390,13970,11992,32436,1169,32234,-31185,5576,-1832,20266,-9737,28482,16303,-24374,23530,-5558,-32439,-5318,29676,-15326,11267,2717,8268,-7417,16558,-16272,-23662,-494,-10489,31977,23374,-20817,19500,12424,17464,8801,15230,13044,-25391,18490,-241,-12642,-7340,-17737,-18170,-31807,20395,23803,-4257,8484,-23834,15932,-13667,-19463,-8802,-14652,31470,-18342,8784,-9300,-25060,31645,857,-23064,24983,-11668,-28794,-3650,23973,18558,-17767,-8267,-21052,13848,12986,-27517,-14128,-16981,-29662,-32056,-15522,7304,14721,23683,-32141,-6159,16492,14976,4427,-10151,-577,8306,-26312,26006,19141,-686,24641,13842,20921,-17106,25443,-10474,-14835,-23014,1906,-30237,8820,21606,-4911,-6048,6496,3197,-29820,-31330,-15530,16690,-27838,-12726,-30031,9666,1811,10328,30981,-14996,-2693,-25557,-25577,-6084,-23728,-17529,-30679,-7668,-30653,-28585,-3925,25912,-9558,-926,9732,-3456,-14225,26765,-4608,7785,-15933,-3993,11107,20371,-6956,-3200,7178,26479,32181,-4420,-12171,23352,28742,7085,19965,14445,-13974,-138,-28666,6440,-1194,12808,-6484,-3719,28966,-19809,-29436,-8585,20243,-13092,31262,-32345,24245,-13371,-11031,-7626,-6064,32149,-18793,-18322,-14417,13827,20375,-6434,-31088,16830,8106,8981,-21316,-24592,-6368,20901,26295,-84,-7676,19391,24064,3299,5736,-10138,23113,25022,15492,-22676,26980,31830,1262,267,-23258,-2767,-10013,-3773,-5315,-14472,-21651,-2245,24202,25606,-6443,26209,-19792,20618,-11945,23629,7554,14479,-11615,23303,20310,-13743,-13794,1401,27194,-18677,-2481,-6189,12999,22137,-28937,-10143,21690,-7213,-32372,10476,3098,3494,-15002,11159,-29861,-18956,-13735,5749,-20473,20856,-11673,29342,-27625,-16703,10001,32243,-16061,20196,11712,29208,-10085,-8438,-25193,-32506,-7624,-2644,9672,-31614,18154,-17991,-30799,-10440,-3026,16032,22211,-32394,-20073,-6120,-25796,8230,-2121,-2418,-5619,-12977,8681,9939,-14452,-30759,-23828,11975,11793,-14399,-2467,-1218,-14159,-755,-7797,22143,-30423,-21334,13089,-3220,-19875,-3163,27580,-4108,-31258,-30812,3510,22146,27015,15284,10811,18650,13329,-28774,29946,1731,20747,-28056,-23177,23432,-25544,16864,17854,-8298,3607,-23800,11817,27773,7254,-24089,11525,-16650,2310,23810,-8404,-8612,-2937,3283,15320,-2289,27161,-7525,12816,-19046,-4175,-16904,13002,-13212,21998,-20350,-8957,25045,14272,29329,-25510,-12979,13036,12564,-24421,18307,-32003,-9073,28004,-16647,-10779,10934,13379,19757,-8700,-20325,11522,-25991,57,-32710,11666,7286,16003,24553,6493,30101,-29246,-5258,6902,21320,29300,-17609,-19959,25833,-30715,-21021,179,3284,-5189,-29889,-15811,3519,-13492,-18838,-18642,-11734,-29250,-4192,-4053,1197,-11186,2770,-6784,27316,-9559,2377,27883,21684,2568,28756,20208,13188,18469,-14781,-20883,-8542,-22001,-14132,24436,18466,25367,-9427,-19669,29289,-14413,-18178,5909,8580,26218,15516,-16006,-27653,-27138,14293,6447,-1786,22828,9516,1943,29726,-13358,-17138,-7301,-25751,15650,8996,578,7608,-28106,9129,-29137,-18573,-1072,10660,28483,-546,-21465,-1703,-26418,18845,-340,14308,30166,5564,-13247,9459,25886,-1975,-32071,-4058,-14872,-20946,-20773,8867,-23472,-21804,5662,-10545,-1921,8927,-13674,-30699,-851,-29063,-2393,-28441,26254,25967,-13698,-4277,-20903,19344,4068,1764,11370,9224,-3495,18006,29354,19052,18213,-1147,3675,19004,-27487,-27106,-31884,-26985,12911,-18411,6829,30474,-3510,13906,7329,-17636,-22110,19572,32655,5898,-6051,23755,24392,-25112,-28376,-12401,26663,8795,26377,-16072,-31712,25304,-7437,-20068,-11191,-28979,12238,28158,21809,-30233,18791,32466,9688,-19644,-24629,-27321,21833,-16623,-10461,20745,-794,-22979,-14775,1589,27656,9489,32729,12365,3009,-18783,-24750,21398,-7416,-11275,-30542,-30918,2585,-28096,-2079,-15914,-12447,-9915,5546,23005,-5141,17146,10956,-26578,20294,29629,12640,8969,10036,1763,12616,-15905,-29864,-31979,19041,14741,-28579,30008,-12317,-5316,-8269,26929,-25559,-28128,29599,6589,13666,-148,28318,15039,9723,2743,17139,-19191,-27413,-25215,-27707,-31884,-17973,8751,3462,3606,-14435,-4291,-27471,9005,11053,-21520,-5156,-21181,-16389,-10675,-3785,28413,-32557,24998,11635,-7704,32728,-11455,-15482,25135,25288,15295,-4437,-29642,-32562,-863,-13269,-13511,-5464,23824,-10503,-30177,-21643,-22186,-29271,-16796,-16391,-10661,8541,1085,29402,-20556,19973,24887,-9150,-21046,-6591,-12022,-15763,3152,30215,26906,22801,14897,-22679,7968,-3514,23676,6336,28633,-7377,18906,-16149,-28517,21355,-25065,-11827,10971,-32241,-21785,28490,-31094,-12046,-334,15161,-15792,-1920,13695,-4803,11828,-31320,-785,-22603,-21600,16623,29682,15969,-32222,11809,-17567,20631,-2869,8732,24965,6596,-14619,-31781,3340,-19236,9682,29862,21511,28960,22591,10585,-26302,-6490,31887,-8189,-30400,-29078,-7452,-22265,24959,-11932,-24674,21064,-7440,30343,4827,21729,3845,31743,15438,20931,-7755,5882,15322,-22750,25334,16292,4754,26131,-7168,-13660,-23791,-15138,32759,-13509,7828,27166,-28429,-32236,-453,-26053,17836,21716,6484,10370,-28122,-30473,-10475,-2843,-8951,14041,20053,31475,10476,11504,-17818,30653,3348,-9612,-7633,10877,-6119,14858,-23483,26976,-29581,-18447,14612,29142,-30382,14067,-23477,-29905,-32029,3311,-26944,-9351,8766,28837,15419,-20727,-24702,-5979,-10172,-18463,-27071,-29466,15610,18539,28128,-4225,-13977,29320,16737,-28345,-11672,30559,-27409,11297,-23893,-249,18672,-23261,2032,-29570,15689,-15790,-16071,5392,-24655,15205,11677,-4484,-32088,-9980,-23154,-13580,23070,15824,20030,-25486,21713,-16947,14218,18728,-27553,-31405,3372,23792,-9094,-8077,-1742,15506,11546,-9966,11623,14390,-26305,32288,21757,5970,-28190,18395,29526,18371,1850,-3231,22733,-25099,-15096,-11514,23875,7508,-15215,-21121,23003,10060,6368,-14034,-22278,-12145,-16901,-27545,11919,-21726,-28753,-26965,16659,-30187,1529,18806,-27102,-17441,-10412,-19056,-28460,-16079,-29893,-29642,-17268,11359,27358,-24045,3560,29134,2621,10962,19697,-16949,32488,-19449,-10645,30000,-7204,4956,-5260,29729,7487,-8334,1643,1876,-3390,-16224,27169,30368,25448,4007,-24097,28309,31753,12052,-14232,25032,-22601,-12946,-25743,-4759,31966,18098,17604,18704,-7251,-2455,13614,-7709,23218,-15976,-31383,23434,15538,-2885,-27109,-15064,-1437,18489,-17615,-18231,32322,16408,1036,-16491,3428,-12937,24879,22405,9549,-22407,-28140,12368,16403,-8466,21451,-9390,25605,-10366,-3791,-9624,-20191,381,15054,-23723,-9069,27451,-10242,13215,-8513,-30165,-5527,9344,-16219,-17077,6549,2722,30153,22481,8762,-30978,-32332,-8602,-5729,-18581,30104,6651,2612,30277,-4112,-9023,12841,-29355,-23310,7365,1600,16335,18551,-6992,-1022,-27045,17138,-26418,21325,-15950,14640,22406,26120,-16387,-28601,8057,4488,-30923,-20576,25703,-26626,13854,-11132,28601,-12366,2068,29915,7269,-32257,13478,26417,25226,16224,8608,-1347,-24065,-20390,23207,-12055,9666,-29585,-19015,28716,-23585,29507,-6636,6306,13598,32362,-7771,-5816,17775,-18350,-31664,25710,21625,2360,22879,-29853,-18037,-11319,24492,4559,-20184,-1538,2367,19350,14741,-4710,1021,24817,20051,-26223,13175,-27392,25054,19947,14445,-4227,-1010,-25118,-4443,24251,-16709,-16624,-1928,4315,-7375,-6036,-3075,-4391,2986,-10298,19701,25127,-27568,26027,10302,-3962,-16455,10803,-15152,7011,9279,-7128,17331,28406,-27933,-9585,17994,20356,-32631,-1726,-16243,30694,-12289,-7059,-23197,-5241,807,6559,-3834,-32568,-17129,-13392,10807,-26729,18633,-11068,11422,-13664,-14597,18168,4325,-8167,-1473,5154,-21473,6671,-3143,-7441,21390,-17583,-1286,-2751,27992,-12051,21008,18455,17223,8219,4716,11288,27032,23428,18593,-23066,15009,-8094,26471,-24376,-24499,6323,-3920,23989,14095,-31179,-32672,31724,15703,-8544,-31390,21714,-15562,-11686,-11635,19985,22242,-12536,-7375,-2508,2951,174,-8736,13354,-3651,4401,3862,-29627,-19046,-4106,16854,-23717,-31405,12970,23496,18245,-408,-2717,-19870,-32274,6310,3909,-23998,-801,-19944,-12021,27155,1425,-24199,-30639,14030,25896,-22300,-12316,21183,-30429,17756,28995,-5465,-12723,32130,-25962,-2253,-800,1680,-23559,-13896,-26231,22434,11789,24217,-31745,1075,-18563,12120,2303,31799,22166,19894,-3835,-7795,-32677,7835,3661,-17701,-9319,-2972,-30387,29372,2517,6186,19119,-9942,3032,-6173,-1505,-11147,-32671,-12040,-21563,-7305,-23760,-30592,20947,15985,-5160,-15127,-738,5520,-3036,-22417,20266,-9928,-24723,-20469,-22960,-10269,6212,6299,31443,-20212,11062,3885,31517,2343,20767,-14900,-22989,23528,11020,7563,700,2609,-1532,-5584,-13896,-22768,31135,3213,24358,-28182,-21887,17410,17819,5097,30089,18053,-19889,28385,10794,-31262,8227,-3651,4090,10549,-23570,15033,11598,-11820,18955,-8293,4482,-19281,23933,-7347,-31207,24302,-18187,-27796,-28103,3113,23099,3154,-15913,-7856,-13623,-18759,20235,27850,30881]},"conv2_t.bias":{"kind":"q16","dims":[4],"v":[45580,-64828,-47331,52907]},"CAB.residual_trunk.0.conv1.weight":{"kind":"conv","dims":[2,4,3,3],"mult":455,"shift":29,"w":[7626,2246,6782,-31654,-20842,14558,-5098,-25087,-15093,15092,-16674,3444,-8392,-25939,23124,9322,-16080,-21975,9067,-19160,-1345,18735,32092,4670,-30112,-17644,-29419,15122,17871,-14085,-30554,917,-18334,4056,-11720,-32261,-20084,-30633,23931,7956,-27286,-19309,-10296,3722,4173,12044,5892,29425,22347,24403,-3232,15400,-32010,-7059,-8898,16696,-2405,-29523,-244,-27247,-4727,12555,-23337,57,20612,-6828,16760,-24575,2583,30757,4399,3597]},"CAB.residual_trunk.0.conv1.bias":{"kind":"q16","dims":[2],"v":[-15869,63846]},"CAB.residual_trunk.0.conv2.weight":{"kind":"conv","dims":[4,2,3,3],"mult":3640,"shift":30,"w":[6225,28084,-29368,19425,28318,-18182,-3005,30222,16202,-24163,10748,32463,15097,-12065,-30687,31576,-7209,8296,-29051,-32713,-19185,9793,-13106,18237,-13859,-19533,-31445,-16494,3984,-11426,10875,8291,12339,15424,-28208,19518,-29147,-16547,28252,-13025,31,-30982,8272,-5734,25667,19095,-18566,11171,-12951,-10632,10619,-22292,-17526,30910,24146,30527,-29191,1669,1364,-30153,16296,2124,-28360,12259,-6351,-23487,-23040,9595,-4122,7076,3783,-5872]},"CAB.residual_trunk.0.conv2.bias":{"kind":"q16","dims":[4],"v":[65344,19398,48608,-24870]},"CAB.residual_trunk.1.conv1.weight":{"kind":"conv","dims":[2,4,3,3],"mult":227,"shift":28,"w":[-24487,1305,16009,20568,-25216,5177,-23926,12891,-2779,-8237,1482,-3969,30320,-10004,-24879,-3041,-7732,13907,-20123,23270,-21152,2447,32684,14454,691,14372,-370,-16038,-25864,-29396,-10297,24711,-28874,-7490,-32439,2250,2444,-1119,7445,13385,-14812,4399,1533,-177,-6098,14359,18261,24141,-18619,3658,-2224,-23411,-9352,30269,-13278,19171,-5217,-23143,18742,19333,25976,30718,20860,-30245,2673,8960,31422,8647,-9147,-14153,29205,14883]},"CAB.residual_trunk.1.conv1.bias":{"kind":"q16","dims":[2],"v":[22748,-49614]},"CAB.residual_trunk.1.conv2.weight":{"kind":"conv","dims":[4,2,3,3],"mult":1820,"shift":29,"w":[-19207,17851,-31362,-31634,773,-9282,-15856,3490,30601,30476,27764,6411,-15746,2501,-31029,16070,-18433,3179,6944,20686,-15821,-18027,-26237,-25693,25796,-29003,-28478,16023,3797,-9652,20974,-4532,3370,-31407,31375,-10589,-24587,30570,-7208,-132,5881,13625,-28166,3553,27966,-1128,-27855,19936,5248,-25979,-9393,21194,24728,-12025,-2911,7281,20002,-1757,-30265,-14278,24345,-21872,15665,11668,11768,16026,6765,23010,-7023,3954,-505,7447]},"CAB.residual_trunk.1.conv2.bias":{"kind":"q16","dims":[4],"v":[-39584,-65281,-39935,-5839]},"CAB.subscale.weight":{"kind":"conv","dims":[4,4,3,3],"mult":1820,"shift":30,"w":[-5848,9080,-32760,22629,-23919,32710,-12645,8690,31451,-20703,-6386,9566,-1627,7228,-20060,13878,1682,-7730,-29902,16716,-28591,32150,12206,-10897,-26693,-21010,25055,-28904,30769,24051,14870,27845,-12042,31236,5833,-32295,-2859,28714,28647,13015,24451,-29152,-4487,-20085,11524,26023,17439,3678,-19770,29664,-27387,20769,9208,25186,21402,8869,-29807,-9997,-32699,28926,27845,21667,-129,10801,8380,-26352,-16635,-9563,-7059,-20244,12758,19720,16589,-3353,11084,9684,15280,-14973,-16307,4201,17997,13688,-16304,-26807,7743,1929,-20891,-21978,5036,22481,5885,-153,-25358,-21425,14445,-17379,-21233,-837,3186,-23705,6355,-9037,-12175,13671,5826,27798,-14083,28490,-2977,23158,32451,13971,29562,22846,-16718,9636,-30502,27888,-4116,-22649,-11518,-14864,10265,-13129,20896,19651,6358,23217,-14887,-13292,6279,-15193,22657,-7978,2986,29694,24126,-8244,-1952,28567,-21497,22646,31749,-1051]},"CAB.subscale.bias":{"kind":"q16","dims":[4],"v":[-16676,-20206,-34238,34159]},"CAB.residual_mask2.0.conv1.weight":{"kind":"conv","dims":[2,4,3,3],"mult":226,"shift":27,"w":[-26871,7037,-26730,2664,18928,-4633,6071,4163,10859,2537,-13385,-23502,-4633,-18238,-11866,-4513,-1883,-1728,25556,-283,7453,-18383,16500,29116,-19909,-12388,26819,1176,-2413,-14039,-26455,-22470,-13081,29930,20327,-25336,-5487,7047,-23002,3778,-11846,-14126,-22777,-14486,28277,-8642,9619,-19251,11370,-31610,8187,25953,-12127,10300,23088,21259,28650,21068,-6576,14815,20705,-31268,-10579,-13858,-24669,24152,-16746,-28221,-22911,11069,-13822,2656]},"CAB.residual_mask2.0.conv1.bias":{"kind":"q16","dims":[2],"v":[-22950,-62640]},"CAB.residual_mask2.0.conv2.weight":{"kind":"conv","dims":[4,2,3,3],"mult":3641,"shift":31,"w":[-2605,27035,-10593,12827,-13928,21335,-17782,-9722,22967,15304,-494,15192,-10798,19005,8403,-27521,-25400,-9061,22709,-8562,17296,-23557,-20224,20039,-2234,-13536,-9514,-24911,-25194,551,-6077,-23399,14098,29980,12998,28069,12798,7318,2674,-9591,-3633,-10847,-3448,-24841,5905,-4748,-32289,7252,-20840,27320,23626,13213,21831,14654,5700,-15450,6588,27616,-32329,3562,22535,5,10765,32282,9715,-22613,7767,7207,24156,1834,-7329,-8274]},"CAB.residual_mask2.0.conv2.bias":{"kind":"q16","dims":[4],"v":[57343,32588,-29055,61904]},"CAB.residual_mask3.0.conv1.weight":{"kind":"conv","dims":[2,4,3,3],"mult":910,"shift":30,"w":[26023,32294,-11123,20710,25251,-10396,-16673,-13620,10745,18880,20342,-13989,22504,15719,6134,10223,-25410,9953,14317,-2989,-8567,-763,-14014,-11937,-12513,13652,-29140,-19134,-27491,972,2694,26367,10459,-16437,-13113,18040,12066,14446,-7857,32697,31244,-15389,28021,8551,7649,17757,-4821,-8598,-32153,26205,-8978,7775,-22049,-9425,19075,7487,-4781,24568,28009,20598,-16993,12513,12065,16096,2068,-8792,-21893,20105,17706,-31255,470,16433]},"CAB.residual_mask3.0.conv1.bias":{"kind":"q16","dims":[2],"v":[-30233,-64683]},"CAB.residual_mask3.0.conv2.weight":{"kind":"conv","dims":[4,2,3,3],"mult":910,"shift":29,"w":[-29315,13359,-151,-3071,-27838,-2704,30881,-8049,-22470,29147,31907,7045,17951,-30812,5659,22146,16812,555,8235,-6643,32540,17506,-26678,8424,26371,-1797,24019,20282,10579,18875,3770,2764,-28730,14871,-14111,-20993,-15367,17526,25429,-24852,-29226,19323,11661,-374,-12024,-2578,-21997,-14271,-3881,-702,28691,5516,32193,-20483,-25121,23187,-16572,15400,26333,28039,9395,10456,-25378,16073,-11790,-22658,-30273,8177,-28153,-24716,1390,2252]},"CAB.residual_mask3.0.conv2.bias":{"kind":"q16","dims":[4],"v":[-5185,22157,-11773,31992]},"CAB.upscale.weight":{"kind":"conv","dims":[4,4,3,3],"mult":454,"shift":28,"w":[-24487,23004,-28416,28180,-21451,-15214,-3052,-12467,19330,-7572,-6329,19340,3745,-6739,9833,28453,16701,31111,32340,-22467,25279,2757,30098,-28900,23937,9618,23243,18690,7088,19578,2002,-1961,23992,621,6202,4608,-4830,-11142,28270,-23196,20986,-16189,-8825,-5442,13909,-30734,-24020,32,-10084,1572,-24734,21137,22512,-3264,30550,-2988,-7937,-14915,17750,21746,-51,29157,10087,-15533,7838,-182,-29740,-978,-1274,27810,17214,-16853,27442,16421,25871,4298,29409,-32355,-31115,-8649,-13011,12263,-24589,17086,27500,-27295,2451,-2714,-2263,18507,-14686,-4198,31923,-31234,-1297,-25070,25715,15208,-15044,-2321,3588,9852,15674,30146,29326,29763,-16791,12308,-8141,907,-1858,18276,9020,12300,19681,14681,-23932,-30952,4067,2806,-19579,-10748,-15776,-1421,-27065,2372,-23595,-30034,-2078,-25883,30242,-9068,31076,24965,32521,-4896,-30418,-32052,-17395,-860,-19893,-23254,-26794,13447]},"CAB.upscale.bias":{"kind":"q16","dims":[4],"v":[-52319,9920,-11243,-8577]},"iact2.conv.weight":{"kind":"conv","dims":[4,1,3,3],"mult":14564,"shift":31,"w":[2218,1360,-18713,-18251,30587,29521,-2001,-28876,6245,-18876,19898,-21106,-13139,-29575,-12258,-20766,1618,-3581,24246,19790,18027,-28725,-23963,20033,7317,-24596,2185,-11398,-15555,134,12086,13524,11981,-24067,24200,18513]},"iact2.conv2.weight":{"kind":"conv","dims":[4,4,1,1],"mult":8192,"shift":30,"w":[-5946,-27186,16080,7903,11100,-26256,-6188,-19647,-8377,-27545,18815,-246,-6873,19912,-3102,13632]},"conv3_t.weight":{"kind":"conv","dims":[16,4,1,1],"mult":1024,"shift":26,"w":[-10561,-29252,-5186,30795,15918,-12596,7166,9276,-11804,-4000,-25926,-1873,-10219,-28940,3990,11184,20761,-23538,17977,9629,9501,29300,23795,29559,1527,-10624,11044,-26049,25437,-22386,31690,-3363,-23165,28223,2409,16303,29463,-14283,-30044,-22352,-28650,19627,10944,-20972,-8579,15401,-23427,22874,-17459,8146,14201,-10503,-17521,-21945,-26996,13109,-29246,1494,1638,-9511,27695,-31997,-17664,-31603]},"conv3_t.bias":{"kind":"q16","dims":[16],"v":[-29730,35772,-14442,34693,-21884,-16591,15327,53136,26967,-63014,-5660,-45752,50895,-41535,25402,47428]},"TAM.TABs.0.prep_data.norm1.weight":{"kind":"q16","dims":[4],"v":[16747,106586,301,29333]},"TAM.TABs.0.prep_data.norm1.bias":{"kind":"q16","dims":[4],"v":[19632,27525,-31795,-1421]},"TAM.TABs.0.prep_data.conv1.weight":{"kind":"conv","dims":[12,4,1,1],"mult":2048,"shift":28,"w":[-20415,-9140,-5702,32065,-19024,-3141,-28003,-9127,23948,-21362,-7090,19711,21743,-6293,23296,15631,9679,-20267,-8859,24647,30362,30363,-23725,25793,20144,6984,18853,23587,19825,14977,7218,-21390,-18778,-12471,-19991,-7996,-32026,27376,-32394,30358,14060,-18816,19079,8302,-11122,-18642,29389,-24742]},"TAM.TABs.0.prep_data.conv2.weight":{"kind":"conv","dims":[12,1,3,3],"mult":910,"shift":28,"w":[-20271,19536,-24791,-16634,-27039,26289,8567,-29218,-3904,23732,-6078,-24228,9078,-31234,11229,16959,18974,10316,30128,31575,-1674,9499,-15293,-25395,-26468,30965,-17439,-19427,-21805,31779,-17100,-27194,-15467,-22417,-29488,755,16350,11238,8924,17327,-5919,-1207,-15971,29021,4139,-15082,-18827,2440,9904,14177,11697,2805,-16725,28933,-19179,-7966,-31860,10434,-3105,3382,23564,23536,23909,-15527,20571,16934,9501,-8215,14047,-32476,-10800,-26217,627,-12401,-12873,31630,-31408,9408,-9188,-4497,-263,-3007,5870,-9069,-22449,27031,20622,349,-30972,-32205,-30091,19187,7727,-25464,5641,-15173,-13966,21766,-11972,24532,-19881,-15465,24170,10988,31608,-27611,-11775,14051]},"TAM.TABs.0.attn.temperature":{"kind":"q16","dims":[4],"v":[149546,263872,151506,177708]},"TAM.TABs.0.attn.project_out.weight":{"kind":"conv","dims":[4,4,1,1],"mult":2048,"shift":28,"w":[9612,3293,-1603,3994,-19778,20436,25663,-25017,-3436,-4202,-25326,4758,27167,8330,-22155,18382]},"TAM.TABs.0.ffn.norm1.weight":{"kind":"q16","dims":[4],"v":[10139,18546,24484,39950]},"TAM.TABs.0.ffn.norm1.bias":{"kind":"q16","dims":[4],"v":[13427,-15862,28327,-7976]},"TAM.TABs.0.ffn.project_in.weight":{"kind":"conv","dims":[4,4,1,1],"mult":4096,"shift":29,"w":[-15252,-3188,-20541,-22260,-29740,15238,3666,-9785,27954,762,18339,8824,11062,1740,24502,1301]},"TAM.TABs.0.ffn.dwconv.weight":{"kind":"conv","dims":[4,1,3,3],"mult":7282,"shift":30,"w":[-2142,-18715,28978,-10802,17779,-25535,-10598,-31403,-9076,-15539,-11854,-2133,-5343,-1914,29222,-10922,12086,9411,4298,-2279,-12637,-1474,-14511,-17158,-19439,-12686,24635,-11064,13575,9387,-1631,28875,-8869,16051,9830,4620]},"TAM.TABs.0.ffn.project_out.weight":{"kind":"conv","dims":[4,2,1,1],"mult":8192,"shift":28,"w":[-3702,5433,30084,-8470,-16255,-26941,-13486,-27254]},"TAM.TABs.1.prep_data.norm1.weight":{"kind":"q16","dims":[4],"v":[28409,107496,40150,21266]},"TAM.TABs.1.prep_data.norm1.bias":{"kind":"q16","dims":[4],"v":[-18520,-30808,-29173,-7717]},"TAM.TABs.1.prep_data.conv1.weight":{"kind":"conv","dims":[12,4,1,1],"mult":4096,"shift":28,"w":[-12595,-27753,-16718,-28137,-5903,13098,31116,25192,8332,19251,14919,9780,12402,21402,5187,-10036,24249,-32040,7522,-12387,10305,15525,-31606,-9622,-19189,11003,27014,-32085,-2159,9976,-26980,7121,-4594,-32309,-21660,5787,-29378,-22786,31247,19008,4906,-27350,30642,23696,-19873,1378,14530,-3641]},"TAM.TABs.1.prep_data.conv2.weight":{"kind":"conv","dims":[12,1,3,3],"mult":3640,"shift":29,"w":[-20916,-29517,-19430,8667,12394,-19553,-25559,21861,19390,-3057,18846,21078,-9398,-25113,-23764,-18859,17386,31143,5783,-4488,5419,-36,-22601,6171,-5645,-31774,15062,-15064,15582,-30394,-3476,29832,27160,29753,-186,22113,10151,-25200,24880,10846,-29421,-13347,-1878,-6934,22907,27281,-13955,22849,-28289,27272,-15011,-5826,-18723,4680,-31838,15651,-27360,32183,30070,-20241,-407,-31900,16296,23117,6767,-11273,22208,-17393,26097,-20592,20260,-10625,1410,11514,-25110,-14043,-11746,-20656,-26839,26361,-2201,-366,-29700,28144,18296,-21087,20316,29961,2025,27019,9470,20843,7580,-11132,-24936,-30793,4394,23930,-3522,29659,-7507,-29815,7418,-26464,21590,25438,-32455,-22476]},"TAM.TABs.1.attn.temperature":{"kind":"q16","dims":[4],"v":[495343,195023,213842,410918]},"TAM.TABs.1.attn.project_out.weight":{"kind":"conv","dims":[4,4,1,1],"mult":2048,"shift":27,"w":[8380,22254,-19981,19792,18524,-28617,15531,28445,-21457,10410,-20327,11976,-1762,-10086,27898,29622]},"TAM.TABs.1.ffn.norm1.weight":{"kind":"q16","dims":[4],"v":[61234,119778,51863,71392]},"TAM.TABs.1.ffn.norm1.bias":{"kind":"q16","dims":[4],"v":[26970,-31597,30559,-10020]},"TAM.TABs.1.ffn.project_in.weight":{"kind":"conv","dims":[4,4,1,1],"mult":8192,"shift":29,"w":[-29141,-10089,-4126,14887,1249,13545,-1620,-24447,-12708,7175,17383,-7004,-23085,-28143,-21132,-448]},"TAM.TABs.1.ffn.dwconv.weight":{"kind":"conv","dims":[4,1,3,3],"mult":7282,"shift":30,"w":[-31328,1547,-779,-20404,20189,-6504,16569,-31444,-11162,10497,13511,7516,6902,14498,-25771,32081,12830,-21323,24901,-6036,10728,-24396,-8220,-23174,-13440,23495,-15462,-30837,-22367,20726,-9585,19374,32293,7544,27393,8409]},"TAM.TABs.1.ffn.project_out.weight":{"kind":"conv","dims":[4,2,1,1],"mult":32769,"shift":31,"w":[7428,32552,564,-12378,26661,24988,19812,-4644]},"iact3.conv.weight":{"kind":"conv","dims":[4,1,3,3],"mult":1820,"shift":28,"w":[-15120,19470,-196,-21315,-11036,-4691,14020,-12401,-18757,13597,12730,13628,-20633,13060,23605,25364,-25773,4222,-12949,-15667,1255,-19208,262,-3035,-16277,-31198,-5582,11898,14208,18362,-26709,20145,-13954,-30763,-29057,29705]},"iact3.conv2.weight":{"kind":"conv","dims":[4,4,1,1],"mult":4096,"shift":29,"w":[21927,-2906,17384,22139,-4483,17552,7081,11256,-3001,6016,-14870,16430,-17106,-14307,-31893,9180]},"conv4_t.weight":{"kind":"conv","dims":[4,8,3,3],"mult":112,"shift":26,"w":[27402,19543,-9921,-20339,5902,-325,-3488,21261,19692,17052,-14092,-26349,-5462,-20337,7280,-1138,15262,7536,21492,-31350,16314,-10323,-18724,-31215,-30404,18281,8692,-25286,-10860,2102,29727,31354,-3912,-27607,26390,7590,-3856,2565,-25259,-26622,9311,-15671,25858,14473,-12008,15641,4865,-21134,-19516,29446,29930,-23329,2729,26258,-200,29678,-27893,23955,-29521,-24534,-14949,4839,-24387,-20211,16715,-3452,-3478,-31634,-580,15474,-3804,11378,24856,-15080,13127,-11363,-2358,-22602,-18482,2483,4152,-14639,32169,-11585,-4735,-25625,26932,-12922,21464,-16080,26584,-30972,-12883,2585,-12937,-20940,-15246,-5811,-20622,28182,-13001,25503,-16524,26426,-8876,-14033,11872,-29064,-27554,22760,11801,-25774,-20551,1295,-24189,3717,-9836,-31692,22684,-28568,-20090,-7262,28450,-5670,11631,-15659,-10012,7644,21519,28161,15226,362,-24047,30360,13888,11147,25486,19006,6170,28254,-9592,12383,-10270,27687,-16070,21022,-22660,8912,-14956,-28563,16824,4689,11541,32306,9362,-6024,-4901,12467,-28647,-21845,-5545,-31861,15031,-28662,14654,-4165,-24958,-16659,32331,-27713,2514,-4985,-14307,-5354,26137,-22758,18861,6771,785,-12254,30016,23634,18836,-20152,25436,-22408,-2412,30352,-27694,31975,-22886,18031,19960,9755,-27412,14456,14299,10624,-16217,26161,24999,4545,26803,97,31855,23648,19627,-3754,6588,22185,-12727,31197,1376,3514,-3857,-25257,-9734,30549,28658,-9264,17529,-9623,20998,-2749,-2030,-23731,-12405,5386,3469,3898,-27802,24226,-20838,-16964,32064,-5383,29025,1062,-5151,16476,-13842,17667,9825,11936,-10257,-14397,-12545,15002,17657,-19356,3536,-10755,-32068,-18000,-24927,1873,9570,32695,12498,-11245,-797,13985,13069,-5151,24837,23316,1241,-22819,28102,-28583,-13832,18446,13639,-20573,29161,16073,-3063,23188,-20770,-5533,-6883,-11255,-18081,810,16217,23026,-18924,-18978]},"conv4_t.bias":{"kind":"q16","dims":[8],"v":[-39941,-5135,3626,-41738,-25555,-49312,23784,-15589]}}
Reference in a new issue View git blame Copy permalink