-
Notifications
You must be signed in to change notification settings - Fork 8
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
- Loading branch information
0 parents
commit 827a985
Showing
20 changed files
with
3,931 additions
and
0 deletions.
There are no files selected for viewing
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
Loading
Sorry, something went wrong. Reload?
Sorry, we cannot display this file.
Sorry, this file is invalid so it cannot be displayed.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1 @@ | ||
| {'arch': 'vit_small', 'patch_size': 16, 'out_dim': 65536, 'norm_last_layer': True, 'momentum_teacher': 0.996, 'use_bn_in_head': False, 'warmup_teacher_temp': 0.04, 'teacher_temp': 0.04, 'warmup_teacher_temp_epochs': 0, 'use_fp16': False, 'weight_decay': 0.04, 'weight_decay_end': 0.4, 'clip_grad': 3.0, 'batch_size_per_gpu': 30, 'epochs': 101, 'freeze_last_layer': 1, 'lr': 0.0005, 'warmup_epochs': 10, 'min_lr': 1e-06, 'optimizer': 'adamw', 'drop_path_rate': 0.1, 'img_channels': ['0', '1', '2', '3', '4'], 'norm_per_channel': '[(0.2981, 0.5047, 0.1918, 0.2809, 0.3800),(0.2232, 0.1659, 0.2403, 0.1938, 0.1956)]', 'upscale_factor': 0.0, 'center_crop': 0, 'seed_split_dataset': 36, 'global_crops_scale': (0.4, 1.0), 'local_crops_number': 8, 'local_crops_scale': (0.05, 0.4), 'data_path': 'DeepPhenotype_PBMC_ImageSet_YSeverin/Training', 'output_dir': 'Phenoplex_vit_smallp16', 'saveckp_freq': 5, 'seed': 0, 'num_workers': 10, 'dist_url': 'env://', 'local_rank': 0, 'rank': 0, 'world_size': 8, 'gpu': 0} |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,101 @@ | ||
| {"train_loss": 10.673837075258959, "train_lr": 2.33810845145761e-05, "train_wd": 0.0400289076996001, "epoch": 0} | ||
| {"train_loss": 8.566697019784845, "train_lr": 7.026862128911474e-05, "train_wd": 0.040202785302838, "epoch": 1} | ||
| {"train_loss": 5.781962687717402, "train_lr": 0.00011715615806365337, "train_wd": 0.04055060509927638, "epoch": 2} | ||
| {"train_loss": 5.34018765489526, "train_lr": 0.000164043694838192, "train_wd": 0.04107203059572576, "epoch": 3} | ||
| {"train_loss": 4.967758699454726, "train_lr": 0.00021093123161273084, "train_wd": 0.04176655734669408, "epoch": 4} | ||
| {"train_loss": 4.69896872389444, "train_lr": 0.00025781876838726933, "train_wd": 0.04263351344240506, "epoch": 5} | ||
| {"train_loss": 4.4564920776189965, "train_lr": 0.000304706305161808, "train_wd": 0.04367206015882758, "epoch": 6} | ||
| {"train_loss": 4.243449275426686, "train_lr": 0.0003515938419363466, "train_wd": 0.04488119276908697, "epoch": 7} | ||
| {"train_loss": 4.073495670515586, "train_lr": 0.0003984813787108852, "train_wd": 0.04625974151547345, "epoch": 8} | ||
| {"train_loss": 3.924039525702038, "train_lr": 0.00044536891548542393, "train_wd": 0.04780637274110695, "epoch": 9} | ||
| {"train_loss": 3.7793690603684613, "train_lr": 0.0004687037320845548, "train_wd": 0.0495195901801643, "epoch": 10} | ||
| {"train_loss": 3.6553848893406555, "train_lr": 0.00046842544657697263, "train_wd": 0.051397736405419704, "epoch": 11} | ||
| {"train_loss": 3.5394704417589513, "train_lr": 0.00046786883458860344, "train_wd": 0.05343899443169826, "epoch": 12} | ||
| {"train_loss": 3.451695427139175, "train_lr": 0.000467034559444469, "train_wd": 0.05564138947369204, "epoch": 13} | ||
| {"train_loss": 3.3450804308136517, "train_lr": 0.00046592361536602645, "train_wd": 0.05800279085643755, "epoch": 14} | ||
| {"train_loss": 3.276752243983873, "train_lr": 0.0004645373262863275, "train_wd": 0.06052091407660565, "epoch": 15} | ||
| {"train_loss": 3.202451862753394, "train_lr": 0.0004628773442722682, "train_wd": 0.06319332301261103, "epoch": 16} | ||
| {"train_loss": 3.1345856997338846, "train_lr": 0.00046094564755578133, "train_wd": 0.06601743228140299, "epoch": 17} | ||
| {"train_loss": 3.0704574095692863, "train_lr": 0.00045874453817635176, "train_wd": 0.06899050973965626, "epoch": 18} | ||
| {"train_loss": 3.0086440009707434, "train_lr": 0.00045627663923762256, "train_wd": 0.0721096791269432, "epoch": 19} | ||
| {"train_loss": 2.9647193102036566, "train_lr": 0.00045354489178139765, "train_wd": 0.07537192284832972, "epoch": 20} | ||
| {"train_loss": 2.9176856588552345, "train_lr": 0.0004505525512827437, "train_wd": 0.07877408489370427, "epoch": 21} | ||
| {"train_loss": 2.870586688944044, "train_lr": 0.00044730318377038126, "train_wd": 0.08231287389101297, "epoch": 22} | ||
| {"train_loss": 2.8311300603623057, "train_lr": 0.0004438006615769822, "train_wd": 0.08598486629045016, "epoch": 23} | ||
| {"train_loss": 2.791610538600919, "train_lr": 0.00044004915872443467, "train_wd": 0.0897865096765211, "epoch": 24} | ||
| {"train_loss": 2.7623666832472553, "train_lr": 0.00043605314594958265, "train_wd": 0.09371412620477497, "epoch": 25} | ||
| {"train_loss": 2.724911492656578, "train_lr": 0.00043181738537636616, "train_wd": 0.09776391615988196, "epoch": 26} | ||
| {"train_loss": 2.699512531891226, "train_lr": 0.0004273469248407074, "train_wd": 0.10193196163161194, "epoch": 27} | ||
| {"train_loss": 2.666123903929231, "train_lr": 0.00042264709187490813, "train_wd": 0.10621423030515988, "epoch": 28} | ||
| {"train_loss": 2.637441377309873, "train_lr": 0.0004177234873587314, "train_wd": 0.1106065793621503, "epoch": 29} | ||
| {"train_loss": 2.6155906790558667, "train_lr": 0.00041258197884472427, "train_wd": 0.11510475948854554, "epoch": 30} | ||
| {"train_loss": 2.581356444102239, "train_lr": 0.00040722869356574627, "train_wd": 0.11970441898558398, "epoch": 31} | ||
| {"train_loss": 2.561439049315644, "train_lr": 0.00040167001113303066, "train_wd": 0.12440110797976661, "epoch": 32} | ||
| {"train_loss": 2.5408017311424493, "train_lr": 0.00039591255593347883, "train_wd": 0.1291902827278222, "epoch": 33} | ||
| {"train_loss": 2.5149266791534934, "train_lr": 0.00038996318923525616, "train_wd": 0.13406731001248592, "epoch": 34} | ||
| {"train_loss": 2.497045730564365, "train_lr": 0.00038382900101108697, "train_wd": 0.13902747162483775, "epoch": 35} | ||
| {"train_loss": 2.479764393505884, "train_lr": 0.0003775173014890015, "train_wd": 0.14406596892886492, "epoch": 36} | ||
| {"train_loss": 2.4607049326367556, "train_lr": 0.0003710356124405969, "train_wd": 0.14917792750383158, "epoch": 37} | ||
| {"train_loss": 2.441396369454376, "train_lr": 0.0003643916582172029, "train_wd": 0.15435840185996727, "epoch": 38} | ||
| {"train_loss": 2.4279329595479737, "train_lr": 0.00035759335654462425, "train_wd": 0.159602380222908, "epoch": 39} | ||
| {"train_loss": 2.4072870536841813, "train_lr": 0.0003506488090874368, "train_wd": 0.16490478938226472, "epoch": 40} | ||
| {"train_loss": 2.3891057510745717, "train_lr": 0.00034356629179408305, "train_wd": 0.1702604995996263, "epoch": 41} | ||
| {"train_loss": 2.3700990814735543, "train_lr": 0.0003363542450342651, "train_wd": 0.17566432957125047, "epoch": 42} | ||
| {"train_loss": 2.35310798182207, "train_lr": 0.0003290212635403999, "train_wd": 0.18111105144064074, "epoch": 43} | ||
| {"train_loss": 2.342680719247795, "train_lr": 0.00032157608616511027, "train_wd": 0.186595395856159, "epoch": 44} | ||
| {"train_loss": 2.319911507999196, "train_lr": 0.00031402758546697306, "train_wd": 0.19211205706878443, "epoch": 45} | ||
| {"train_loss": 2.314134855162014, "train_lr": 0.0003063847571369206, "train_wd": 0.1976556980650815, "epoch": 46} | ||
| {"train_loss": 2.2987908605426393, "train_lr": 0.00029865670927790644, "train_wd": 0.20322095573041699, "epoch": 47} | ||
| {"train_loss": 2.2780360076676076, "train_lr": 0.0002908526515506082, "train_wd": 0.2088024460374256, "epoch": 48} | ||
| {"train_loss": 2.268015987892202, "train_lr": 0.00028298188419809925, "train_wd": 0.2143947692547107, "epoch": 49} | ||
| {"train_loss": 2.2454206093269238, "train_lr": 0.0002750537869625745, "train_wd": 0.21999251517073348, "epoch": 50} | ||
| {"train_loss": 2.2366503605788406, "train_lr": 0.0002670778079073331, "train_wd": 0.2255902683278454, "epoch": 51} | ||
| {"train_loss": 2.2226672841504933, "train_lr": 0.0002590634521573446, "train_wd": 0.2311826132613917, "epoch": 52} | ||
| {"train_loss": 2.209090167706344, "train_lr": 0.0002510202705718103, "train_wd": 0.23676413973882568, "epoch": 53} | ||
| {"train_loss": 2.1952225327252703, "train_lr": 0.0002429578483622244, "train_wd": 0.24232944799375677, "epoch": 54} | ||
| {"train_loss": 2.1842591757363174, "train_lr": 0.00023488579366949658, "train_wd": 0.24787315394987827, "epoch": 55} | ||
| {"train_loss": 2.174403501584887, "train_lr": 0.0002268137261137494, "train_wd": 0.25338989442971255, "epoch": 56} | ||
| {"train_loss": 2.1594368424565396, "train_lr": 0.00021875126533043256, "train_wd": 0.25887433234313845, "epoch": 57} | ||
| {"train_loss": 2.144492535348882, "train_lr": 0.00021070801950642595, "train_wd": 0.2643211618506812, "epoch": 58} | ||
| {"train_loss": 2.127523817799308, "train_lr": 0.00020269357392977756, "train_wd": 0.26972511349656986, "epoch": 59} | ||
| {"train_loss": 2.1197644489254546, "train_lr": 0.00019471747956673714, "train_wd": 0.2750809593065966, "epoch": 60} | ||
| {"train_loss": 2.1083716223026343, "train_lr": 0.00018678924167968823, "train_wd": 0.28038351784584176, "epoch": 61} | ||
| {"train_loss": 2.0927755366911227, "train_lr": 0.00017891830849954747, "train_wd": 0.28562765923137845, "epoch": 62} | ||
| {"train_loss": 2.0798804087036435, "train_lr": 0.0001711140599661296, "train_wd": 0.2908083100951034, "epoch": 63} | ||
| {"train_loss": 2.068319243344075, "train_lr": 0.00016338579654989513, "train_wd": 0.2959204584918944, "epoch": 64} | ||
| {"train_loss": 2.058054754719696, "train_lr": 0.00015574272816840513, "train_wd": 0.3009591587483389, "epoch": 65} | ||
| {"train_loss": 2.042052294441404, "train_lr": 0.00014819396321068734, "train_wd": 0.3059195362473592, "epoch": 66} | ||
| {"train_loss": 2.0318536796273396, "train_lr": 0.00014074849768259753, "train_wd": 0.3107967921440853, "epoch": 67} | ||
| {"train_loss": 2.0200445716154767, "train_lr": 0.00013341520448610858, "train_wd": 0.3155862080084301, "epoch": 68} | ||
| {"train_loss": 2.004639954490458, "train_lr": 0.00012620282284530658, "train_wd": 0.32028315038986416, "epoch": 69} | ||
| {"train_loss": 1.9989752311677855, "train_lr": 0.00011911994789169131, "train_wd": 0.3248830752999804, "epoch": 70} | ||
| {"train_loss": 1.9868081104866961, "train_lr": 0.00011217502042119608, "train_wd": 0.32938153260850983, "epoch": 71} | ||
| {"train_loss": 1.9758287561848202, "train_lr": 0.00010537631683513204, "train_wd": 0.33377417034853496, "epoch": 72} | ||
| {"train_loss": 1.9658358142497068, "train_lr": 9.873193927704316e-05, "train_wd": 0.33805673892673616, "epoch": 73} | ||
| {"train_loss": 1.9522722461883397, "train_lr": 9.224980597723041e-05, "train_wd": 0.34222509523459926, "epoch": 74} | ||
| {"train_loss": 1.948809695594451, "train_lr": 8.593764181644531e-05, "train_wd": 0.34627520665660555, "epoch": 75} | ||
| {"train_loss": 1.9326581182207334, "train_lr": 7.980296912000479e-05, "train_wd": 0.35020315497152676, "epoch": 76} | ||
| {"train_loss": 1.924540804828552, "train_lr": 7.385309869329343e-05, "train_wd": 0.3540051401430501, "epoch": 77} | ||
| {"train_loss": 1.914938507990085, "train_lr": 6.809512110933842e-05, "train_wd": 0.35767748399607013, "epoch": 78} | ||
| {"train_loss": 1.9036769899215928, "train_lr": 6.253589825883992e-05, "train_wd": 0.36121663377508284, "epoch": 79} | ||
| {"train_loss": 1.9023363397003494, "train_lr": 5.7182055172726545e-05, "train_wd": 0.3646191655812504, "epoch": 80} | ||
| {"train_loss": 1.8908314353084181, "train_lr": 5.2039972126980085e-05, "train_wd": 0.3678817876847987, "epoch": 81} | ||
| {"train_loss": 1.8808771561492572, "train_lr": 4.711577703914046e-05, "train_wd": 0.37100134370955545, "epoch": 82} | ||
| {"train_loss": 1.8726379187269644, "train_lr": 4.2415338165550575e-05, "train_wd": 0.3739748156865408, "epoch": 83} | ||
| {"train_loss": 1.863400662527046, "train_lr": 3.7944257108044464e-05, "train_wd": 0.3767993269736551, "epoch": 84} | ||
| {"train_loss": 1.8565259207697475, "train_lr": 3.3707862138412074e-05, "train_wd": 0.37947214503864674, "epoch": 85} | ||
| {"train_loss": 1.8581908614160543, "train_lr": 2.971120184859758e-05, "train_wd": 0.3819906841026583, "epoch": 86} | ||
| {"train_loss": 1.847039522573272, "train_lr": 2.595903913419664e-05, "train_wd": 0.3843525076418024, "epoch": 87} | ||
| {"train_loss": 1.8365275625159396, "train_lr": 2.2455845518423895e-05, "train_wd": 0.3865553307443424, "epoch": 88} | ||
| {"train_loss": 1.8351147562106025, "train_lr": 1.9205795823314058e-05, "train_wd": 0.3885970223211928, "epoch": 89} | ||
| {"train_loss": 1.8326279050048022, "train_lr": 1.6212763194507846e-05, "train_wd": 0.39047560716761276, "epoch": 90} | ||
| {"train_loss": 1.8257864323210589, "train_lr": 1.3480314485550856e-05, "train_wd": 0.3921892678740914, "epoch": 91} | ||
| {"train_loss": 1.8255770659462653, "train_lr": 1.1011706007206991e-05, "train_wd": 0.39373634658456874, "epoch": 92} | ||
| {"train_loss": 1.820543777456577, "train_lr": 8.809879646851343e-06, "train_wd": 0.39511534660030984, "epoch": 93} | ||
| {"train_loss": 1.8150049703404865, "train_lr": 6.8774593625673244e-06, "train_wd": 0.39632493382786094, "epoch": 94} | ||
| {"train_loss": 1.816694181153481, "train_lr": 5.216748056126315e-06, "train_wd": 0.3973639380696986, "epoch": 95} | ||
| {"train_loss": 1.8154101593688847, "train_lr": 3.829724828576115e-06, "train_wd": 0.39823135415632166, "epoch": 96} | ||
| {"train_loss": 1.810789493037099, "train_lr": 2.71804262170875e-06, "train_wd": 0.3989263429186886, "epoch": 97} | ||
| {"train_loss": 1.8092794635875977, "train_lr": 1.883026248218558e-06, "train_wd": 0.3994482320000559, "epoch": 98} | ||
| {"train_loss": 1.8118232751992298, "train_lr": 1.3256708128978533e-06, "train_wd": 0.3997965165064439, "epoch": 99} | ||
| {"train_loss": 1.805518398748681, "train_lr": 1.0466405267517298e-06, "train_wd": 0.399970859495086, "epoch": 100} |
Oops, something went wrong.