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b/exps/smogx/events.out.tfevents.1748778160.torchproject.7444.0 new file mode 100644 index 0000000000000000000000000000000000000000..fb7864492ed3d2a76cee89c99fdda54ca9613811 --- /dev/null +++ b/exps/smogx/events.out.tfevents.1748778160.torchproject.7444.0 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2db64976dbc72ec1e508eea525ae93ef236b7d1e72ccdc5c929d3aa157bc1f36 +size 42540 diff --git a/exps/smogx/opt.yaml b/exps/smogx/opt.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3e2dc641f1f93419ab214e6da2f18e915f2e76ea --- /dev/null +++ b/exps/smogx/opt.yaml @@ -0,0 +1,61 @@ +activation: gelu +archiname: transformer +batch_size: 20 +clip_image_losses: +- cosine +clip_lambda_ce: 1.0 +clip_lambda_cosine: 1.0 +clip_lambda_mse: 1.0 +clip_lambdas: + image: + cosine: 1.0 + text: + cosine: 1.0 +clip_layers: 12 +clip_text_losses: +- cosine +clip_training: '' +cuda: true +datapath: ./data/amass_db/amass_30fps_db.pt +dataset: amass +debug: false +device: 0 +expname: exps +folder: ./exps/smogx +glob: true +glob_rot: +- 3.141592653589793 +- 0 +- 0 +jointstype: vertices +lambda_rc: 100.0 +lambda_rcxyz: 100.0 +lambda_vel: 100.0 +lambda_velxyz: 1.0 +lambdas: + rc: 100.0 + rcxyz: 100.0 + vel: 100.0 +latent_dim: 512 +losses: +- rc +- rcxyz +- vel +lr: 0.0001 +max_len: -1 +min_len: -1 +modelname: motionclip_transformer_rc_rcxyz_vel +modeltype: motionclip +num_epochs: 100 +num_frames: 60 +num_layers: 8 +num_seq_max: -1 +only_60_classes: false +pose_rep: rot6d +sampling: conseq +sampling_step: 1 +snapshot: 10 +translation: true +use_action_cat_as_text_labels: false +use_only_15_classes: false +vertstrans: false diff --git a/exps/smogx/training.log b/exps/smogx/training.log new file mode 100644 index 0000000000000000000000000000000000000000..82f520c66807b81589cad8804b3f3ca7ed8f017f --- /dev/null +++ b/exps/smogx/training.log @@ -0,0 +1,100 @@ +Epoch 1, train losses: {'rc': 0.0619508060501031, 'rcxyz': 0.02344674997748659, 'vel': 0.01815189658516338, 'image_cosine': 0.4509658342552563, 'text_cosine': 0.5329147297238547, 'mixed_without_clip': 10.354945259624058, 'mixed_clip_only': 0.9838805657057536, 'mixed_with_clip': 11.33882581563223} +Epoch 2, train losses: {'rc': 0.01516461270521321, 'rcxyz': 0.010560234146384847, 'vel': 0.0038433728272110105, 'image_cosine': 0.27007807322910854, 'text_cosine': 0.3163842858539687, 'mixed_without_clip': 2.95682196541438, 'mixed_clip_only': 0.5864623601474459, 'mixed_with_clip': 3.543284327454037} +Epoch 3, train losses: {'rc': 0.012301562877652782, 'rcxyz': 0.009141577105592227, 'vel': 0.00223531214952735, 'image_cosine': 0.26305347902197684, 'text_cosine': 0.29874422914452026, 'mixed_without_clip': 2.367845212088691, 'mixed_clip_only': 0.5617977077052707, 'mixed_with_clip': 2.92964291951013} +Epoch 4, train losses: {'rc': 0.0125664852123471, 'rcxyz': 0.009689770130041455, 'vel': 0.0017496661517754316, 'image_cosine': 0.26756911457531035, 'text_cosine': 0.3037230590269679, 'mixed_without_clip': 2.400592149628533, 'mixed_clip_only': 0.5712921741935942, 'mixed_with_clip': 2.9718843182874104} +Epoch 5, train losses: {'rc': 0.010267602483047143, 'rcxyz': 0.008121311759561418, 'vel': 0.0011679696720666326, 'image_cosine': 0.25248365856352306, 'text_cosine': 0.29450981569668605, 'mixed_without_clip': 1.9556883891423544, 'mixed_clip_only': 0.5469934748278724, 'mixed_with_clip': 2.5026818615103523} +Epoch 6, train losses: {'rc': 0.010283778930851627, 'rcxyz': 0.008408891832980785, 'vel': 0.0009969521923238293, 'image_cosine': 0.25218259119798264, 'text_cosine': 0.2949425138178326, 'mixed_without_clip': 1.9689623013375297, 'mixed_clip_only': 0.547125105488868, 'mixed_with_clip': 2.5160874026162285} +Epoch 7, train losses: {'rc': 0.009942138851028941, 'rcxyz': 0.008193106535593018, 'vel': 0.0008534507693386533, 'image_cosine': 0.2504958683890956, 'text_cosine': 0.2940249229470889, 'mixed_without_clip': 1.8988696175435233, 'mixed_clip_only': 0.5445207922704636, 'mixed_with_clip': 2.4433904085840497} +Epoch 8, train losses: {'rc': 0.00953549569332233, 'rcxyz': 0.007780113355958805, 'vel': 0.0007656039088957071, 'image_cosine': 0.24963746906982529, 'text_cosine': 0.29348586220589895, 'mixed_without_clip': 1.8081212966215043, 'mixed_clip_only': 0.5431233318079085, 'mixed_with_clip': 2.3512446270102547} +Epoch 9, train losses: {'rc': 0.00847835610842421, 'rcxyz': 0.006637232685609469, 'vel': 0.0006955188733021108, 'image_cosine': 0.24445212227957588, 'text_cosine': 0.28990064920887115, 'mixed_without_clip': 1.5811107641647733, 'mixed_clip_only': 0.534352771819584, 'mixed_with_clip': 2.1154635359370517} +Epoch 10, train losses: {'rc': 0.008250015823628812, 'rcxyz': 0.006493321894705, 'vel': 0.0006589417170505926, 'image_cosine': 0.2441056252117195, 'text_cosine': 0.2897870691522719, 'mixed_without_clip': 1.540227941293565, 'mixed_clip_only': 0.5338926952509653, 'mixed_with_clip': 2.0741206408493102} +Epoch 11, train losses: {'rc': 0.0074512403872278, 'rcxyz': 0.005805614622982426, 'vel': 0.0006164040484850014, 'image_cosine': 0.24070939739781713, 'text_cosine': 0.28791159665773786, 'mixed_without_clip': 1.3873259068954558, 'mixed_clip_only': 0.5286209945640866, 'mixed_with_clip': 1.9159469016014583} +Epoch 12, train losses: {'rc': 0.007039339756519194, 'rcxyz': 0.005441613634863484, 'vel': 0.0005838189781541817, 'image_cosine': 0.23995509096790874, 'text_cosine': 0.2872098800681886, 'mixed_without_clip': 1.3064772384507315, 'mixed_clip_only': 0.5271649710006184, 'mixed_with_clip': 1.8336422077247074} +Epoch 13, train losses: {'rc': 0.006835232792969143, 'rcxyz': 0.005245873878251702, 'vel': 0.0005694428809210731, 'image_cosine': 0.24117822987692697, 'text_cosine': 0.28665236781040826, 'mixed_without_clip': 1.2650549528144654, 'mixed_clip_only': 0.527830597569072, 'mixed_with_clip': 1.7928855492009057} +Epoch 14, train losses: {'rc': 0.0066522861415121174, 'rcxyz': 0.005009284933626149, 'vel': 0.0005490676140263011, 'image_cosine': 0.2388471376683031, 'text_cosine': 0.2863083976365271, 'mixed_without_clip': 1.2210638690089421, 'mixed_clip_only': 0.5251555354349197, 'mixed_with_clip': 1.7462194054845779} +Epoch 15, train losses: {'rc': 0.006689942165255724, 'rcxyz': 0.005116794859096112, 'vel': 0.000542056836194307, 'image_cosine': 0.24016685416064565, 'text_cosine': 0.28625153016949456, 'mixed_without_clip': 1.2348793859519656, 'mixed_clip_only': 0.5264183853353773, 'mixed_with_clip': 1.7612977696789636} +Epoch 16, train losses: {'rc': 0.0061050786302306705, 'rcxyz': 0.004466285600349129, 'vel': 0.0005225596273602504, 'image_cosine': 0.2372413378031481, 'text_cosine': 0.28477927992741264, 'mixed_without_clip': 1.1093923883305656, 'mixed_clip_only': 0.5220206189250189, 'mixed_with_clip': 1.6314130053633735} +Epoch 17, train losses: {'rc': 0.005984039830103044, 'rcxyz': 0.0043538664549862644, 'vel': 0.0005166209343264604, 'image_cosine': 0.23662486319977138, 'text_cosine': 0.2838846170476505, 'mixed_without_clip': 1.0854527215162912, 'mixed_clip_only': 0.5205094815483169, 'mixed_with_clip': 1.6059622013379657} +Epoch 18, train losses: {'rc': 0.005839319292101122, 'rcxyz': 0.004241814810897238, 'vel': 0.0005131987534696236, 'image_cosine': 0.23785952068273983, 'text_cosine': 0.28348558836040044, 'mixed_without_clip': 1.059433287382126, 'mixed_clip_only': 0.5213451096935878, 'mixed_with_clip': 1.5807783959403872} +Epoch 19, train losses: {'rc': 0.005413394582287837, 'rcxyz': 0.0037971181157488553, 'vel': 0.0005005585727751226, 'image_cosine': 0.23556245567779693, 'text_cosine': 0.2833632678739608, 'mixed_without_clip': 0.971107128049646, 'mixed_clip_only': 0.5189257242849895, 'mixed_with_clip': 1.4900328553385205} +Epoch 20, train losses: {'rc': 0.005058670690142742, 'rcxyz': 0.0034528822496732964, 'vel': 0.0004917108413157246, 'image_cosine': 0.23420949514423098, 'text_cosine': 0.28282857184845306, 'mixed_without_clip': 0.9003263778866284, 'mixed_clip_only': 0.5170380674420841, 'mixed_with_clip': 1.4173644447610492} +Epoch 21, train losses: {'rc': 0.0048550479951137235, 'rcxyz': 0.003232298754728473, 'vel': 0.00047870373574181624, 'image_cosine': 0.2328262458481486, 'text_cosine': 0.2818067000262321, 'mixed_without_clip': 0.8566050483120813, 'mixed_clip_only': 0.5146329472698863, 'mixed_with_clip': 1.3712379953690939} +Epoch 22, train losses: {'rc': 0.004706273484043777, 'rcxyz': 0.003081675899854403, 'vel': 0.0004735581363049624, 'image_cosine': 0.23249235647538352, 'text_cosine': 0.28155648784031945, 'mixed_without_clip': 0.8261507527459235, 'mixed_clip_only': 0.5140488453327663, 'mixed_with_clip': 1.3401995973927634} +Epoch 23, train losses: {'rc': 0.004439691048381584, 'rcxyz': 0.002806633644153379, 'vel': 0.0004638314042480603, 'image_cosine': 0.2317949451033085, 'text_cosine': 0.2810908950037426, 'mixed_without_clip': 0.7710156102029104, 'mixed_clip_only': 0.5128858407101934, 'mixed_with_clip': 1.2839014506529247} +Epoch 24, train losses: {'rc': 0.004369524095599199, 'rcxyz': 0.0026985898175062462, 'vel': 0.0004628575607461648, 'image_cosine': 0.23149479642983467, 'text_cosine': 0.2807551838102795, 'mixed_without_clip': 0.7530971463000964, 'mixed_clip_only': 0.5122499804648142, 'mixed_with_clip': 1.2653471252747945} +Epoch 25, train losses: {'rc': 0.004075628613668775, 'rcxyz': 0.002453522038847459, 'vel': 0.00044869932852822193, 'image_cosine': 0.23007550810774166, 'text_cosine': 0.28014298492953893, 'mixed_without_clip': 0.6977849991548629, 'mixed_clip_only': 0.5102184937823386, 'mixed_with_clip': 1.2080034931500754} +Epoch 26, train losses: {'rc': 0.004244149779708731, 'rcxyz': 0.002635631556086804, 'vel': 0.00045462421398879667, 'image_cosine': 0.23178258598560378, 'text_cosine': 0.28003256914634556, 'mixed_without_clip': 0.7334405553955881, 'mixed_clip_only': 0.5118151558533547, 'mixed_with_clip': 1.245255711107027} +Epoch 27, train losses: {'rc': 0.003936350750108619, 'rcxyz': 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0.22802074108095396, 'text_cosine': 0.2787235939550021, 'mixed_without_clip': 0.5990262998474969, 'mixed_clip_only': 0.5067443355444878, 'mixed_with_clip': 1.1057706384904802} +Epoch 31, train losses: {'rc': 0.0034955382094873735, 'rcxyz': 0.001954422371197743, 'vel': 0.0004194214224948415, 'image_cosine': 0.22764851771413333, 'text_cosine': 0.2786450851058203, 'mixed_without_clip': 0.5869382007017968, 'mixed_clip_only': 0.5062936026425588, 'mixed_with_clip': 1.0932318048344718} +Epoch 32, train losses: {'rc': 0.0033822545564607793, 'rcxyz': 0.0018770607644765978, 'vel': 0.00041202013137138683, 'image_cosine': 0.2269168985150163, 'text_cosine': 0.27813998733957607, 'mixed_without_clip': 0.5671335455680651, 'mixed_clip_only': 0.5050568871791401, 'mixed_with_clip': 1.0721904329364262} +Epoch 33, train losses: {'rc': 0.0033256201823759412, 'rcxyz': 0.0018354477137715246, 'vel': 0.0004098655127376015, 'image_cosine': 0.22683635695822654, 'text_cosine': 0.2782791857918104, 'mixed_without_clip': 0.5570933405132521, 'mixed_clip_only': 0.505115543424137, 'mixed_with_clip': 1.0622088844340944} +Epoch 34, train losses: {'rc': 0.0031734462688854407, 'rcxyz': 0.0016914926169972334, 'vel': 0.00040326984372869546, 'image_cosine': 0.22615377172118142, 'text_cosine': 0.27778791972096006, 'mixed_without_clip': 0.5268208730078879, 'mixed_clip_only': 0.5039416912529203, 'mixed_with_clip': 1.0307625646155978} +Epoch 35, train losses: {'rc': 0.003138019165415908, 'rcxyz': 0.001681992973964144, 'vel': 0.0004005314474708275, 'image_cosine': 0.22584333883391486, 'text_cosine': 0.2775261446360558, 'mixed_without_clip': 0.5220543585126363, 'mixed_clip_only': 0.503369483966676, 'mixed_with_clip': 1.025423842763144} +Epoch 36, train losses: {'rc': 0.0030986503403197738, 'rcxyz': 0.0016612094862567676, 'vel': 0.0003986593675758091, 'image_cosine': 0.22593466145178628, 'text_cosine': 0.2774852590901511, 'mixed_without_clip': 0.5158519199443242, 'mixed_clip_only': 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losses: {'rc': 0.0028976038987157007, 'rcxyz': 0.0015245943828689171, 'vel': 0.00039101502905915757, 'image_cosine': 0.22512602270359083, 'text_cosine': 0.2775534346936241, 'mixed_without_clip': 0.48132133178767705, 'mixed_clip_only': 0.5026794569359885, 'mixed_with_clip': 0.9840007892203709} +Epoch 41, train losses: {'rc': 0.002759035726702432, 'rcxyz': 0.0014035185874765, 'vel': 0.00038253160612565273, 'image_cosine': 0.2241713297035959, 'text_cosine': 0.2768507877512584, 'mixed_without_clip': 0.45450859201096355, 'mixed_clip_only': 0.5010221176913806, 'mixed_with_clip': 0.9555307083659702} +Epoch 42, train losses: {'rc': 0.0027136848481845053, 'rcxyz': 0.0013753811801536127, 'vel': 0.0003797757462875563, 'image_cosine': 0.22384111028578546, 'text_cosine': 0.2766323059560761, 'mixed_without_clip': 0.4468841780154478, 'mixed_clip_only': 0.5004734167976985, 'mixed_with_clip': 0.9473575944938357} +Epoch 43, train losses: {'rc': 0.0026628605765475345, 'rcxyz': 0.001334648408570386, 'vel': 0.00037560288030709626, 'image_cosine': 0.22346986827869264, 'text_cosine': 0.27651438206907303, 'mixed_without_clip': 0.4373111860501388, 'mixed_clip_only': 0.4999842506315973, 'mixed_with_clip': 0.9372954356291937} +Epoch 44, train losses: {'rc': 0.002624855154574597, 'rcxyz': 0.0013212223711889237, 'vel': 0.0003722990875036293, 'image_cosine': 0.22341459220837032, 'text_cosine': 0.27623004397702594, 'mixed_without_clip': 0.4318376607128552, 'mixed_clip_only': 0.4996446361144384, 'mixed_with_clip': 0.9314822963778935} +Epoch 45, train losses: {'rc': 0.002647866306009717, 'rcxyz': 0.001367098633162973, 'vel': 0.0003755263630799683, 'image_cosine': 0.2237089952306142, 'text_cosine': 0.27623515959296907, 'mixed_without_clip': 0.4390491300277294, 'mixed_clip_only': 0.49994415456340424, 'mixed_with_clip': 0.9389932842954757} +Epoch 46, train losses: {'rc': 0.00258212608704713, 'rcxyz': 0.0013152876571800175, 'vel': 0.0003728359385503508, 'image_cosine': 0.22334249868752465, 'text_cosine': 0.27621781149553876, 'mixed_without_clip': 0.42702496844151666, 'mixed_clip_only': 0.49956030992288436, 'mixed_with_clip': 0.926585279144938} +Epoch 47, train losses: {'rc': 0.0025011669339922568, 'rcxyz': 0.001245918177208671, 'vel': 0.0003668730768064658, 'image_cosine': 0.22278502461692642, 'text_cosine': 0.27596085882849164, 'mixed_without_clip': 0.4113958190357874, 'mixed_clip_only': 0.4987458828186232, 'mixed_with_clip': 0.9101417025403371} +Epoch 48, train losses: {'rc': 0.0024626842998374727, 'rcxyz': 0.001220591426392766, 'vel': 0.00036406661970503926, 'image_cosine': 0.22237860863170927, 'text_cosine': 0.27587071025655385, 'mixed_without_clip': 0.40473423444089435, 'mixed_clip_only': 0.4982493191247895, 'mixed_with_clip': 0.9029835538731681} +Epoch 49, train losses: {'rc': 0.0024257433200661565, 'rcxyz': 0.0012048060177466905, 'vel': 0.0003620479950248929, 'image_cosine': 0.2222343737880389, 'text_cosine': 0.27567561800990786, 'mixed_without_clip': 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