DrQY
/

Video Classification
DrQY commited on
Commit
f4366c7
·
verified ·
1 Parent(s): c0af55f

Upload 2 files

Browse files
vit_b_tiktokactions_k400ft_oscript/log.txt ADDED
@@ -0,0 +1,91 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {"train_lr": 1.7496272431971886e-05, "train_min_lr": 4.156635634982393e-07, "train_loss": 5.707137985065723, "train_loss_scale": 24340.44728434505, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 82406.20663379003, "val_loss": 4.809628898826774, "val_acc1": 6.8333337876290985, "val_acc5": 21.090910048051313, "epoch": 0, "n_parameters": 86534800}
2
+ {"train_lr": 5.2498136215985944e-05, "train_min_lr": 1.24721208253919e-06, "train_loss": 5.071140141881947, "train_loss_scale": 20179.015974440896, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 96702.25927682375, "val_loss": 3.4249788907846965, "val_acc1": 26.161617250153512, "val_acc5": 55.11616347919811, "epoch": 1, "n_parameters": 86534800}
3
+ {"train_lr": 8.749999999999999e-05, "train_min_lr": 2.0787606015801426e-06, "train_loss": 4.6677008785458165, "train_loss_scale": 14551.923322683706, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 85651.57645163572, "val_loss": 2.675833611348689, "val_acc1": 40.530304442896984, "val_acc5": 69.41414386402477, "epoch": 2, "n_parameters": 86534800}
4
+ {"train_lr": 0.00012250186378401408, "train_min_lr": 2.9103091206210958e-06, "train_loss": 4.449649284354732, "train_loss_scale": 11345.789137380192, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 70759.35990436135, "val_loss": 2.2809502388472143, "val_acc1": 47.91919354525479, "val_acc5": 75.8787903213501, "epoch": 3, "n_parameters": 86534800}
5
+ {"train_lr": 0.00015750372756802812, "train_min_lr": 3.7418576396620468e-06, "train_loss": 4.310254138570053, "train_loss_scale": 9954.283280085197, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 62243.92999534079, "val_loss": 2.099350414738275, "val_acc1": 51.732325104222156, "val_acc5": 78.31313383853796, "epoch": 4, "n_parameters": 86534800}
6
+ {"train_lr": 0.00017498011641374657, "train_min_lr": 4.157048823552037e-06, "train_loss": 4.19690844412651, "train_loss_scale": 9941.197018104367, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 61733.92911237853, "val_loss": 1.9335051653681745, "val_acc1": 54.48990088607326, "val_acc5": 80.43939642010314, "epoch": 5, "n_parameters": 86534800}
7
+ {"train_lr": 0.00017486081571940597, "train_min_lr": 4.154214565459046e-06, "train_loss": 4.093598236660131, "train_loss_scale": 10990.279020234291, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 68218.2219958483, "val_loss": 1.8505405480950927, "val_acc1": 56.035355582959724, "val_acc5": 81.6212147545092, "epoch": 6, "n_parameters": 86534800}
8
+ {"train_lr": 0.00017462236139404518, "train_min_lr": 4.148549543095186e-06, "train_loss": 4.010493190853962, "train_loss_scale": 11526.81576144835, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 71205.54870540468, "val_loss": 1.735179342509468, "val_acc1": 59.62121432448878, "val_acc5": 83.39899244481867, "epoch": 7, "n_parameters": 86534800}
9
+ {"train_lr": 0.00017426507913758665, "train_min_lr": 4.1400614941995566e-06, "train_loss": 3.9452471912851412, "train_loss_scale": 12521.371671991481, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 76962.5082409811, "val_loss": 1.6707913608870644, "val_acc1": 61.03030520814838, "val_acc5": 84.6515177304817, "epoch": 8, "n_parameters": 86534800}
10
+ {"train_lr": 0.00017378945695462042, "train_min_lr": 4.128762012425975e-06, "train_loss": 3.8842684665141394, "train_loss_scale": 14096.085197018105, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 86718.42219740083, "val_loss": 1.6148525595413026, "val_acc1": 61.752527486627756, "val_acc5": 85.16161872285785, "epoch": 9, "n_parameters": 86534800}
11
+ {"train_lr": 0.0001731961444878353, "train_min_lr": 4.1146665315073605e-06, "train_loss": 3.8313961540080044, "train_loss_scale": 14364.353567625134, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 88320.87104694988, "val_loss": 1.555100929154002, "val_acc1": 63.04040632536917, "val_acc5": 85.86868947115812, "epoch": 10, "n_parameters": 86534800}
12
+ {"train_lr": 0.00017248595213069498, "train_min_lr": 4.097794304175157e-06, "train_loss": 3.784702427137774, "train_loss_scale": 13245.478168264111, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 81536.08851774661, "val_loss": 1.5423314104369585, "val_acc1": 63.217174031806714, "val_acc5": 86.11616419127493, "epoch": 11, "n_parameters": 86534800}
13
+ {"train_lr": 0.00017165984992053112, "train_min_lr": 4.078168375862423e-06, "train_loss": 3.7474495436563786, "train_loss_scale": 13801.644302449415, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 85022.7919942675, "val_loss": 1.4851882734430442, "val_acc1": 64.68687103271485, "val_acc5": 86.57576014663233, "epoch": 12, "n_parameters": 86534800}
14
+ {"train_lr": 0.00017071896621359648, "train_min_lr": 4.0558155532264875e-06, "train_loss": 3.7065829215442347, "train_loss_scale": 14327.275825346112, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 88104.41737906849, "val_loss": 1.4533554670459405, "val_acc1": 65.44444688508005, "val_acc5": 87.13636628931219, "epoch": 13, "n_parameters": 86534800}
15
+ {"train_lr": 0.0001696645861438593, "train_min_lr": 4.03076636753434e-06, "train_loss": 3.6702561721729396, "train_loss_scale": 12791.821086261982, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 78818.61032556243, "val_loss": 1.4207997334500153, "val_acc1": 66.08081047867283, "val_acc5": 87.3383864258275, "epoch": 14, "n_parameters": 86534800}
16
+ {"train_lr": 0.00016849814986766683, "train_min_lr": 4.003055032960588e-06, "train_loss": 3.639371266507239, "train_loss_scale": 14501.759318423856, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 89487.74231126031, "val_loss": 1.426886212080717, "val_acc1": 66.70707309838497, "val_acc5": 87.5000026067098, "epoch": 15, "n_parameters": 86534800}
17
+ {"train_lr": 0.00016722125059666612, "train_min_lr": 3.972719399854952e-06, "train_loss": 3.613152518340796, "train_loss_scale": 15049.201277955272, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 92576.02956207568, "val_loss": 1.420210537829117, "val_acc1": 66.66161851825136, "val_acc5": 87.78788135297371, "epoch": 16, "n_parameters": 86534800}
18
+ {"train_lr": 0.00016583563242166842, "train_min_lr": 3.939800903043325e-06, "train_loss": 3.575966479048466, "train_loss_scale": 13611.89350372737, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 84232.16953811402, "val_loss": 1.384242424102509, "val_acc1": 67.1262650195035, "val_acc5": 88.16666933348685, "epoch": 17, "n_parameters": 86534800}
19
+ {"train_lr": 0.0001643431879304312, "train_min_lr": 3.904344505232701e-06, "train_loss": 3.5596787123102795, "train_loss_scale": 13901.972310969117, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 86069.64175444288, "val_loss": 1.3473154214809193, "val_acc1": 68.47474988301595, "val_acc5": 88.47475003444787, "epoch": 18, "n_parameters": 86534800}
20
+ {"train_lr": 0.00016274595562260769, "train_min_lr": 3.866398635597567e-06, "train_loss": 3.528352756636402, "train_loss_scale": 14146.249201277955, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 87688.29539715622, "val_loss": 1.3577954525910858, "val_acc1": 68.56060848467278, "val_acc5": 88.68687126968847, "epoch": 19, "n_parameters": 86534800}
21
+ {"train_lr": 0.00016104611712540668, "train_min_lr": 3.8260151236315e-06, "train_loss": 3.5055532996702436, "train_loss_scale": 13419.961661341853, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 83655.10273978302, "val_loss": 1.3372744969519728, "val_acc1": 68.99495188973167, "val_acc5": 88.85353789358427, "epoch": 20, "n_parameters": 86534800}
22
+ {"train_lr": 0.00015924599421374846, "train_min_lr": 3.7832491283542694e-06, "train_loss": 3.4804364342690786, "train_loss_scale": 14780.932907348242, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 92203.17885965788, "val_loss": 1.295380837553977, "val_acc1": 68.84343671509714, "val_acc5": 89.08586115981593, "epoch": 21, "n_parameters": 86534800}
23
+ {"train_lr": 0.00015734804563900017, "train_min_lr": 3.7381590629712986e-06, "train_loss": 3.465803932069272, "train_loss_scale": 14270.568690095846, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 89374.87069854898, "val_loss": 1.29182334292842, "val_acc1": 69.50505291447494, "val_acc5": 89.38384097937382, "epoch": 22, "n_parameters": 86534800}
24
+ {"train_lr": 0.00015535486377061871, "train_min_lr": 3.690806515088127e-06, "train_loss": 3.443697144024479, "train_loss_scale": 14244.396166134185, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 89285.25950354432, "val_loss": 1.2713818346928571, "val_acc1": 70.32828526699181, "val_acc5": 89.54545714869644, "epoch": 23, "n_parameters": 86534800}
25
+ {"train_lr": 0.00015326917105528375, "train_min_lr": 3.64125616258938e-06, "train_loss": 3.4234470214270236, "train_loss_scale": 13594.445154419594, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 85407.05781998803, "val_loss": 1.261473498230683, "val_acc1": 70.29293180292304, "val_acc5": 89.59091162594882, "epoch": 24, "n_parameters": 86534800}
26
+ {"train_lr": 0.00015109381629836518, "train_min_lr": 3.5895756852963304e-06, "train_loss": 3.407271600930423, "train_loss_scale": 13485.392971246007, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 85099.67123123835, "val_loss": 1.2744753864157388, "val_acc1": 70.30808321981719, "val_acc5": 89.55555813644871, "epoch": 25, "n_parameters": 86534800}
27
+ {"train_lr": 0.00014883177077279562, "train_min_lr": 3.5358356725245128e-06, "train_loss": 3.382715688706936, "train_loss_scale": 14521.3887113951, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 91300.92482132754, "val_loss": 1.258375777795479, "val_acc1": 70.44444686542857, "val_acc5": 89.68182080124363, "epoch": 26, "n_parameters": 86534800}
28
+ {"train_lr": 0.00014648612416067158, "train_min_lr": 3.480109526667217e-06, "train_loss": 3.365429339722132, "train_loss_scale": 13655.514376996805, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 86192.1605067309, "val_loss": 1.256165737911591, "val_acc1": 70.83333578861121, "val_acc5": 89.88384087302468, "epoch": 27, "n_parameters": 86534800}
29
+ {"train_lr": 0.0001440600803331153, "train_min_lr": 3.4224733629365753e-06, "train_loss": 3.347788953191588, "train_loss_scale": 15047.0202342918, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 95387.7801975173, "val_loss": 1.2412916048731348, "val_acc1": 70.94949747836951, "val_acc5": 90.02020452903979, "epoch": 28, "n_parameters": 86534800}
30
+ {"train_lr": 0.0001415569529741767, "train_min_lr": 3.363005905399451e-06, "train_loss": 3.332323756660072, "train_loss_scale": 14621.716719914803, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 93289.10357074514, "val_loss": 1.211065707584294, "val_acc1": 71.33838630098285, "val_acc5": 90.13636616446755, "epoch": 29, "n_parameters": 86534800}
31
+ {"train_lr": 0.0001389801610547368, "train_min_lr": 3.3017883794497277e-06, "train_loss": 3.3220165752437802, "train_loss_scale": 13862.713525026624, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 88312.39234932441, "val_loss": 1.2242853016129152, "val_acc1": 71.37879038377241, "val_acc5": 90.03030559886585, "epoch": 30, "n_parameters": 86534800}
32
+ {"train_lr": 0.00013633322416260613, "train_min_lr": 3.2389044008642157e-06, "train_loss": 3.2960554371063258, "train_loss_scale": 13607.531416400427, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 86822.73590380391, "val_loss": 1.2179020813211872, "val_acc1": 71.76262878533565, "val_acc5": 90.32323490489613, "epoch": 31, "n_parameters": 86534800}
33
+ {"train_lr": 0.00013361975769518816, "train_min_lr": 3.1744398615936173e-06, "train_loss": 3.283869277273282, "train_loss_scale": 15969.601703940361, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 102342.64837405983, "val_loss": 1.1973529546139177, "val_acc1": 71.84343677520752, "val_acc5": 90.55050760789351, "epoch": 32, "n_parameters": 86534800}
34
+ {"train_lr": 0.0001308434679212863, "train_min_lr": 3.108482812444394e-06, "train_loss": 3.2706371236699647, "train_loss_scale": 14536.656017039404, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 93906.49107989717, "val_loss": 1.1834144512830294, "val_acc1": 72.40909343488289, "val_acc5": 90.62626515821977, "epoch": 33, "n_parameters": 86534800}
35
+ {"train_lr": 0.00012800814691878295, "train_min_lr": 3.041123342811975e-06, "train_loss": 3.250282240216248, "train_loss_scale": 14968.502662406816, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 96610.0654733676, "val_loss": 1.18013152828809, "val_acc1": 72.24242677399606, "val_acc5": 90.59596211288914, "epoch": 34, "n_parameters": 86534800}
36
+ {"train_lr": 0.00012511766739511682, "train_min_lr": 2.9724534576294585e-06, "train_loss": 3.2422448167928493, "train_loss_scale": 14556.285410010649, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 94941.21532007122, "val_loss": 1.1561600926021736, "val_acc1": 72.82828535022158, "val_acc5": 90.99495200879646, "epoch": 35, "n_parameters": 86534800}
37
+ {"train_lr": 0.00012217597739763454, "train_min_lr": 2.902566951699973e-06, "train_loss": 3.222780987005423, "train_loss_scale": 14462.500532481363, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 94478.40117686702, "val_loss": 1.1601454605739834, "val_acc1": 72.84848735231341, "val_acc5": 90.72727529121168, "epoch": 36, "n_parameters": 86534800}
38
+ {"train_lr": 0.0001191870949210269, "train_min_lr": 2.831559281584263e-06, "train_loss": 3.2124427163991305, "train_loss_scale": 14809.286474973376, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 96937.74241422059, "val_loss": 1.1603026610308727, "val_acc1": 72.8787903883963, "val_acc5": 91.01010356093897, "epoch": 37, "n_parameters": 86534800}
39
+ {"train_lr": 0.0001161551024192367, "train_min_lr": 2.759527435218465e-06, "train_loss": 3.1950531026052906, "train_loss_scale": 15225.865814696486, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 100430.46186102237, "val_loss": 1.16597711570237, "val_acc1": 73.01515400164055, "val_acc5": 90.88889148712158, "epoch": 38, "n_parameters": 86534800}
40
+ {"train_lr": 0.00011308414122931563, "train_min_lr": 2.686569799440298e-06, "train_loss": 3.187048362950865, "train_loss_scale": 13956.49840255591, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 92203.21084389977, "val_loss": 1.141537499870511, "val_acc1": 73.12626508886164, "val_acc5": 90.98990146058978, "epoch": 39, "n_parameters": 86534800}
41
+ {"train_lr": 0.00010997840591485427, "train_min_lr": 2.6127860256044175e-06, "train_loss": 3.1669519578837675, "train_loss_scale": 13797.28221512247, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 91486.72835178096, "val_loss": 1.1413472581447826, "val_acc1": 73.29293178905141, "val_acc5": 91.08081054803097, "epoch": 40, "n_parameters": 86534800}
42
+ {"train_lr": 0.0001068421385367159, "train_min_lr": 2.53827689347078e-06, "train_loss": 3.156988266827707, "train_loss_scale": 12342.526091586795, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 82257.72341441194, "val_loss": 1.1415164036415337, "val_acc1": 73.49495199492483, "val_acc5": 91.20202276056463, "epoch": 41, "n_parameters": 86534800}
43
+ {"train_lr": 0.00010367962285889037, "train_min_lr": 2.4631441735514276e-06, "train_loss": 3.1419801726358068, "train_loss_scale": 12885.605963791268, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 85965.84289407781, "val_loss": 1.1407877828223982, "val_acc1": 73.63131563706831, "val_acc5": 91.25252778486772, "epoch": 42, "n_parameters": 86534800}
44
+ {"train_lr": 0.00010049517849738676, "train_min_lr": 2.3874904881043534e-06, "train_loss": 3.128602708502414, "train_loss_scale": 14789.65708200213, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 99233.25557857429, "val_loss": 1.1322555434597648, "val_acc1": 73.94949744831432, "val_acc5": 91.18182072032582, "epoch": 43, "n_parameters": 86534800}
45
+ {"train_lr": 9.729315502015827e-05, "train_min_lr": 2.311419170963825e-06, "train_loss": 3.1178223008291917, "train_loss_scale": 14351.267305644302, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 96699.74518790768, "val_loss": 1.1231563033284124, "val_acc1": 73.89394193013509, "val_acc5": 91.05050755009506, "epoch": 44, "n_parameters": 86534800}
46
+ {"train_lr": 9.407792600611681e-05, "train_min_lr": 2.2350341263987176e-06, "train_loss": 3.1060939242902657, "train_loss_scale": 12623.880724174654, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 85807.59636144669, "val_loss": 1.1143336420122911, "val_acc1": 74.25757827527595, "val_acc5": 91.45959848114938, "epoch": 45, "n_parameters": 86534800}
47
+ {"train_lr": 9.08538830713473e-05, "train_min_lr": 2.158439687191841e-06, "train_loss": 3.094526472004553, "train_loss_scale": 14183.326943556976, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 96784.32411578974, "val_loss": 1.1008613282310717, "val_acc1": 74.32828535600142, "val_acc5": 91.51515402707187, "epoch": 46, "n_parameters": 86534800}
48
+ {"train_lr": 8.762542987069219e-05, "train_min_lr": 2.081740472133932e-06, "train_loss": 3.0790371802517464, "train_loss_scale": 13478.84984025559, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 92231.36387301152, "val_loss": 1.1030656734328483, "val_acc1": 74.17171968286688, "val_acc5": 91.43434586496065, "epoch": 47, "n_parameters": 86534800}
49
+ {"train_lr": 8.439697608288564e-05, "train_min_lr": 2.005041243126912e-06, "train_loss": 3.0704035255919124, "train_loss_scale": 13273.831735889244, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 91037.7820674421, "val_loss": 1.1022694870460652, "val_acc1": 74.19697220195424, "val_acc5": 91.57576007958615, "epoch": 48, "n_parameters": 86534800}
50
+ {"train_lr": 8.117293138746367e-05, "train_min_lr": 1.928446762091739e-06, "train_loss": 3.055845259477536, "train_loss_scale": 14183.326943556976, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 97748.69542066028, "val_loss": 1.09712104006234, "val_acc1": 74.67171968749075, "val_acc5": 91.43939639004795, "epoch": 49, "n_parameters": 86534800}
51
+ {"train_lr": 7.795769944167225e-05, "train_min_lr": 1.85206164787628e-06, "train_loss": 3.0413298272191525, "train_loss_scale": 13433.047923322683, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 93028.82900588226, "val_loss": 1.0929026966329647, "val_acc1": 74.9494975084247, "val_acc5": 91.62626503568707, "epoch": 50, "n_parameters": 86534800}
52
+ {"train_lr": 7.475567186560234e-05, "train_min_lr": 1.7759902333584877e-06, "train_loss": 3.0308229137287417, "train_loss_scale": 13574.81576144835, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 94526.07952588359, "val_loss": 1.1089825879170554, "val_acc1": 74.45959844993823, "val_acc5": 91.45959841063528, "epoch": 51, "n_parameters": 86534800}
53
+ {"train_lr": 7.157122224376345e-05, "train_min_lr": 1.7003364229402502e-06, "train_loss": 3.018533423808785, "train_loss_scale": 12848.528221512248, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 89848.84614408613, "val_loss": 1.0975275831566988, "val_acc1": 74.71212372172963, "val_acc5": 91.6616186951146, "epoch": 52, "n_parameters": 86534800}
54
+ {"train_lr": 6.840870015129405e-05, "train_min_lr": 1.6252035506265133e-06, "train_loss": 3.012396796859396, "train_loss_scale": 13725.307774227902, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 96427.56919241713, "val_loss": 1.0809924676744402, "val_acc1": 74.96969941688306, "val_acc5": 91.67171968402285, "epoch": 53, "n_parameters": 86534800}
55
+ {"train_lr": 6.527242521296507e-05, "train_min_lr": 1.550694238883414e-06, "train_loss": 2.991169566572252, "train_loss_scale": 13524.651757188498, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 95110.54139938598, "val_loss": 1.0940347468876392, "val_acc1": 74.84848732572614, "val_acc5": 91.81313371947317, "epoch": 54, "n_parameters": 86534800}
56
+ {"train_lr": 6.216668120309293e-05, "train_min_lr": 1.4769102584683704e-06, "train_loss": 2.9874990498676848, "train_loss_scale": 14266.206602768903, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 100846.73979341387, "val_loss": 1.076280648878591, "val_acc1": 74.99495200301662, "val_acc5": 91.80808328223951, "epoch": 55, "n_parameters": 86534800}
57
+ {"train_lr": 5.909571019441642e-05, "train_min_lr": 1.4039523894234381e-06, "train_loss": 2.975458060955595, "train_loss_scale": 14674.061767838126, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 104167.28457696852, "val_loss": 1.0903009828540007, "val_acc1": 75.1919216930505, "val_acc5": 91.62121460423324, "epoch": 56, "n_parameters": 86534800}
58
+ {"train_lr": 5.60637067639388e-05, "train_min_lr": 1.3319202834219288e-06, "train_loss": 2.9615865867819013, "train_loss_scale": 14331.637912673057, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 102637.80751838724, "val_loss": 1.0711233166905776, "val_acc1": 75.35858839670817, "val_acc5": 91.76262874256481, "epoch": 57, "n_parameters": 86534800}
59
+ {"train_lr": 5.307481226363886e-05, "train_min_lr": 1.2609123276561697e-06, "train_loss": 2.955322311986813, "train_loss_scale": 13821.273695420661, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 99235.7306653105, "val_loss": 1.0636486008331396, "val_acc1": 75.34343690698798, "val_acc5": 91.9444468943278, "epoch": 58, "n_parameters": 86534800}
60
+ {"train_lr": 5.013310916388107e-05, "train_min_lr": 1.1910255104524853e-06, "train_loss": 2.9421989530428085, "train_loss_scale": 13605.350372736953, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 97990.19049416766, "val_loss": 1.0744510456415766, "val_acc1": 75.43939655303956, "val_acc5": 91.65151759985721, "epoch": 59, "n_parameters": 86534800}
61
+ {"train_lr": 4.724261547725411e-05, "train_min_lr": 1.1223552887967514e-06, "train_loss": 2.930517308707562, "train_loss_scale": 13308.728434504792, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 96300.3578534761, "val_loss": 1.0662280486104785, "val_acc1": 75.56060854478316, "val_acc5": 91.88384082909786, "epoch": 60, "n_parameters": 86534800}
62
+ {"train_lr": 4.440727927044779e-05, "train_min_lr": 1.0549954579516978e-06, "train_loss": 2.921577490354403, "train_loss_scale": 14250.9392971246, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 103765.87927337094, "val_loss": 1.0601231656284724, "val_acc1": 75.73232579202363, "val_acc5": 91.94444688623602, "epoch": 61, "n_parameters": 86534800}
63
+ {"train_lr": 4.163097327166961e-05, "train_min_lr": 9.890380233438013e-07, "train_loss": 2.9173927165496463, "train_loss_scale": 12981.571884984025, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 94888.56225871938, "val_loss": 1.065866451692466, "val_acc1": 75.52020454753529, "val_acc5": 91.97980044047038, "epoch": 62, "n_parameters": 86534800}
64
+ {"train_lr": 3.891748958096248e-05, "train_min_lr": 9.245730748949793e-07, "train_loss": 2.9054964579149876, "train_loss_scale": 13459.220447284346, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 98460.65581215888, "val_loss": 1.0590245195524992, "val_acc1": 75.79293186881326, "val_acc5": 91.89394183881355, "epoch": 63, "n_parameters": 86534800}
65
+ {"train_lr": 3.627053449065398e-05, "train_min_lr": 8.616886639705755e-07, "train_loss": 2.896494455262622, "train_loss_scale": 12918.321618743345, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 95122.97436705438, "val_loss": 1.0707270547585643, "val_acc1": 75.64141667105935, "val_acc5": 91.79798228755142, "epoch": 64, "n_parameters": 86534800}
66
+ {"train_lr": 3.3693723423005715e-05, "train_min_lr": 8.004706831117988e-07, "train_loss": 2.8925782503070225, "train_loss_scale": 13507.203407880725, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 100028.16261793631, "val_loss": 1.0540291146208771, "val_acc1": 75.87373984712544, "val_acc5": 92.01515390222723, "epoch": 65, "n_parameters": 86534800}
67
+ {"train_lr": 3.1190575991981587e-05, "train_min_lr": 7.410027487168331e-07, "train_loss": 2.8742876171161194, "train_loss_scale": 13884.523961661342, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 103484.26049362686, "val_loss": 1.0511572380563703, "val_acc1": 76.2424268098311, "val_acc5": 91.94949743213076, "epoch": 66, "n_parameters": 86534800}
68
+ {"train_lr": 2.8764511195878814e-05, "train_min_lr": 6.833660868309007e-07, "train_loss": 2.866904275517621, "train_loss_scale": 12606.43237486688, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 94162.76333595414, "val_loss": 1.0517899739119598, "val_acc1": 76.19192179015188, "val_acc5": 92.10101253047134, "epoch": 67, "n_parameters": 86534800}
69
+ {"train_lr": 2.641884274738669e-05, "train_min_lr": 6.276394222012444e-07, "train_loss": 2.856989245675306, "train_loss_scale": 12992.477103301384, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 97242.2062106879, "val_loss": 1.054169282236177, "val_acc1": 76.25252777215206, "val_acc5": 91.95959839676365, "epoch": 68, "n_parameters": 86534800}
70
+ {"train_lr": 2.4156774547455342e-05, "train_min_lr": 5.738988707486195e-07, "train_loss": 2.8506533851265843, "train_loss_scale": 12615.156549520767, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 94656.65512367712, "val_loss": 1.0567095484314621, "val_acc1": 76.15151772585781, "val_acc5": 91.95454792716286, "epoch": 69, "n_parameters": 86534800}
71
+ {"train_lr": 2.1981396309150087e-05, "train_min_lr": 5.222178356020617e-07, "train_loss": 2.8515190166818956, "train_loss_scale": 12292.362087326943, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 92755.04182578708, "val_loss": 1.0562488970072301, "val_acc1": 76.11111364306825, "val_acc5": 92.05050749807647, "epoch": 70, "n_parameters": 86534800}
72
+ {"train_lr": 1.9895679337477122e-05, "train_min_lr": 4.726669068390827e-07, "train_loss": 2.8373143295812024, "train_loss_scale": 12591.165069222578, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 95373.3045741397, "val_loss": 1.0478565658483168, "val_acc1": 76.36868941451564, "val_acc5": 92.08081051103997, "epoch": 71, "n_parameters": 86534800}
73
+ {"train_lr": 1.7902472470936922e-05, "train_min_lr": 4.253137650680783e-07, "train_loss": 2.8378210934801413, "train_loss_scale": 12776.553780617678, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 97389.47884114583, "val_loss": 1.046369778878699, "val_acc1": 76.28788137840502, "val_acc5": 92.07576005299886, "epoch": 72, "n_parameters": 86534800}
74
+ {"train_lr": 1.600449819035434e-05, "train_min_lr": 3.802230889847935e-07, "train_loss": 2.831546968450181, "train_loss_scale": 12124.421725239617, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 92234.50463321187, "val_loss": 1.045756757169386, "val_acc1": 76.52525512579716, "val_acc5": 92.09091157046231, "epoch": 73, "n_parameters": 86534800}
75
+ {"train_lr": 1.4204348900296822e-05, "train_min_lr": 3.374564670289736e-07, "train_loss": 2.8243731169805675, "train_loss_scale": 12545.36315228967, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 95895.37584240215, "val_loss": 1.041212652216031, "val_acc1": 76.61616420052269, "val_acc5": 92.07576002063173, "epoch": 74, "n_parameters": 86534800}
76
+ {"train_lr": 1.2504483388161602e-05, "train_min_lr": 2.970723132619855e-07, "train_loss": 2.8216904167867445, "train_loss_scale": 12120.059637912673, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 92949.47141240681, "val_loss": 1.0427993168550485, "val_acc1": 76.6565682625048, "val_acc5": 92.14141658320571, "epoch": 75, "n_parameters": 86534800}
77
+ {"train_lr": 1.0907223465768307e-05, "train_min_lr": 2.591257875802241e-07, "train_loss": 2.808381778569902, "train_loss_scale": 12894.330138445155, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 98933.90418871472, "val_loss": 1.043550658300699, "val_acc1": 76.64141674966523, "val_acc5": 92.12626505765049, "epoch": 76, "n_parameters": 86534800}
78
+ {"train_lr": 9.414750798042784e-06, "train_min_lr": 2.2366872037333235e-07, "train_loss": 2.811228799228026, "train_loss_scale": 12999.0202342918, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 100034.04754892172, "val_loss": 1.040689076198004, "val_acc1": 76.59091167681144, "val_acc5": 92.17677008773342, "epoch": 77, "n_parameters": 86534800}
79
+ {"train_lr": 8.029103923125506e-06, "train_min_lr": 1.907495417301246e-07, "train_loss": 2.8024279103833583, "train_loss_scale": 12545.36315228967, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 96404.27912527457, "val_loss": 1.0389287044892563, "val_acc1": 76.63131577347264, "val_acc5": 92.13131554227887, "epoch": 78, "n_parameters": 86534800}
80
+ {"train_lr": 6.752175467973662e-06, "train_min_lr": 1.6041321528890976e-07, "train_loss": 2.8018888641065494, "train_loss_scale": 13162.598509052183, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 101738.60219898164, "val_loss": 1.0413657818799433, "val_acc1": 76.68182081164736, "val_acc5": 92.15151759638931, "epoch": 79, "n_parameters": 86534800}
81
+ {"train_lr": 5.585709563260262e-06, "train_min_lr": 1.3270117682257005e-07, "train_loss": 2.798520848551751, "train_loss_scale": 12593.346112886049, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 97551.89664453542, "val_loss": 1.044592623958805, "val_acc1": 76.69192181789514, "val_acc5": 92.1616186095729, "epoch": 80, "n_parameters": 86534800}
82
+ {"train_lr": 4.53129946110162e-06, "train_min_lr": 1.0765127764227876e-07, "train_loss": 2.79810553121443, "train_loss_scale": 12972.84771033014, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 100312.06884089623, "val_loss": 1.044702860130816, "val_acc1": 76.72222484819817, "val_acc5": 92.13131555499453, "epoch": 81, "n_parameters": 86534800}
83
+ {"train_lr": 3.5903853588664567e-06, "train_min_lr": 8.529773289716289e-08, "train_loss": 2.7912015494304345, "train_loss_scale": 12639.148029818956, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 97712.16174849408, "val_loss": 1.0412916280599176, "val_acc1": 76.76262891942804, "val_acc5": 92.17171961813261, "epoch": 82, "n_parameters": 86534800}
84
+ {"train_lr": 2.7642524320395503e-06, "train_min_lr": 6.567107484052485e-08, "train_loss": 2.7887036987006093, "train_loss_scale": 12486.474973375933, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 96631.44849594815, "val_loss": 1.043076365749725, "val_acc1": 76.81818449424975, "val_acc5": 92.16666911154083, "epoch": 83, "n_parameters": 86534800}
85
+ {"train_lr": 2.0540290788267346e-06, "train_min_lr": 4.879811112645688e-08, "train_loss": 2.7875672845612254, "train_loss_scale": 11727.471778487752, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 90957.7969186801, "val_loss": 1.040631720877212, "val_acc1": 76.77272989330869, "val_acc5": 92.17677011085279, "epoch": 84, "n_parameters": 86534800}
86
+ {"train_lr": 1.4606853788985048e-06, "train_min_lr": 3.470188819381008e-08, "train_loss": 2.7872062042728465, "train_loss_scale": 13315.271565495208, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 103199.32907764244, "val_loss": 1.0423177597855313, "val_acc1": 76.7676794167721, "val_acc5": 92.12121454759078, "epoch": 85, "n_parameters": 86534800}
87
+ {"train_lr": 9.85031768378016e-07, "train_min_lr": 2.340165978753179e-08, "train_loss": 2.787682087443317, "train_loss_scale": 12176.766773162939, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 94229.5549589407, "val_loss": 1.0413552367168923, "val_acc1": 76.83838647900205, "val_acc5": 92.12121454759078, "epoch": 86, "n_parameters": 86534800}
88
+ {"train_lr": 6.277179328827328e-07, "train_min_lr": 1.491286066036518e-08, "train_loss": 2.7881865705560824, "train_loss_scale": 12634.785942492013, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 97580.47036616414, "val_loss": 1.0415560680886973, "val_acc1": 76.85858849843343, "val_acc5": 92.19697210485285, "epoch": 87, "n_parameters": 86534800}
89
+ {"train_lr": 3.8923192013207655e-07, "train_min_lr": 9.247085490833716e-09, "train_loss": 2.7818578851941864, "train_loss_scale": 13742.756123535677, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 106751.87652880391, "val_loss": 1.0432128517838997, "val_acc1": 76.83838649749755, "val_acc5": 92.14646708054975, "epoch": 88, "n_parameters": 86534800}
90
+ {"train_lr": 2.6989947333293037e-07, "train_min_lr": 6.412073046305429e-09, "train_loss": 2.788790545619715, "train_loss_scale": 11825.618743343983, "train_weight_decay": 0.050000000000002244, "train_grad_norm": 91555.44732906517, "val_loss": 1.0425107837272223, "val_acc1": 76.84343698559385, "val_acc5": 92.13636606736617, "epoch": 89, "n_parameters": 86534800}
91
+ {"Final top-1": 81.14770660739543, "Final Top-5": 94.83734087694484}
vit_b_tiktokactions_k400ft_oscript/tiktokactions_ft_k400.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3e41f3993a351c0e29f127c2512fb2473d00a6fce51c86accf1780cb25477a3d
3
+ size 1211548065