| { | |
| "best_metric": 0.9963235294117647, | |
| "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-748", | |
| "epoch": 3.0, | |
| "eval_steps": 500, | |
| "global_step": 1122, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.03, | |
| "learning_rate": 4.424778761061947e-06, | |
| "loss": 0.0861, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.05, | |
| "learning_rate": 8.849557522123894e-06, | |
| "loss": 0.0536, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.08, | |
| "learning_rate": 1.3274336283185843e-05, | |
| "loss": 0.0764, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.11, | |
| "learning_rate": 1.7699115044247787e-05, | |
| "loss": 0.0808, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.13, | |
| "learning_rate": 2.2123893805309738e-05, | |
| "loss": 0.1042, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.16, | |
| "learning_rate": 2.6548672566371686e-05, | |
| "loss": 0.0486, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 0.19, | |
| "learning_rate": 3.097345132743363e-05, | |
| "loss": 0.0229, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 0.21, | |
| "learning_rate": 3.5398230088495574e-05, | |
| "loss": 0.0433, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 0.24, | |
| "learning_rate": 3.982300884955752e-05, | |
| "loss": 0.0444, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 0.27, | |
| "learning_rate": 4.4247787610619477e-05, | |
| "loss": 0.0873, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 0.29, | |
| "learning_rate": 4.867256637168142e-05, | |
| "loss": 0.0857, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 0.32, | |
| "learning_rate": 4.9653121902874134e-05, | |
| "loss": 0.0505, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 0.35, | |
| "learning_rate": 4.9157581764122896e-05, | |
| "loss": 0.1017, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 0.37, | |
| "learning_rate": 4.866204162537166e-05, | |
| "loss": 0.0413, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 0.4, | |
| "learning_rate": 4.816650148662042e-05, | |
| "loss": 0.0603, | |
| "step": 150 | |
| }, | |
| { | |
| "epoch": 0.43, | |
| "learning_rate": 4.767096134786918e-05, | |
| "loss": 0.0831, | |
| "step": 160 | |
| }, | |
| { | |
| "epoch": 0.45, | |
| "learning_rate": 4.717542120911794e-05, | |
| "loss": 0.1536, | |
| "step": 170 | |
| }, | |
| { | |
| "epoch": 0.48, | |
| "learning_rate": 4.66798810703667e-05, | |
| "loss": 0.0868, | |
| "step": 180 | |
| }, | |
| { | |
| "epoch": 0.51, | |
| "learning_rate": 4.618434093161546e-05, | |
| "loss": 0.0617, | |
| "step": 190 | |
| }, | |
| { | |
| "epoch": 0.53, | |
| "learning_rate": 4.568880079286422e-05, | |
| "loss": 0.0848, | |
| "step": 200 | |
| }, | |
| { | |
| "epoch": 0.56, | |
| "learning_rate": 4.5193260654112984e-05, | |
| "loss": 0.0583, | |
| "step": 210 | |
| }, | |
| { | |
| "epoch": 0.59, | |
| "learning_rate": 4.4697720515361746e-05, | |
| "loss": 0.0419, | |
| "step": 220 | |
| }, | |
| { | |
| "epoch": 0.61, | |
| "learning_rate": 4.420218037661051e-05, | |
| "loss": 0.1151, | |
| "step": 230 | |
| }, | |
| { | |
| "epoch": 0.64, | |
| "learning_rate": 4.370664023785927e-05, | |
| "loss": 0.1199, | |
| "step": 240 | |
| }, | |
| { | |
| "epoch": 0.67, | |
| "learning_rate": 4.321110009910803e-05, | |
| "loss": 0.0718, | |
| "step": 250 | |
| }, | |
| { | |
| "epoch": 0.7, | |
| "learning_rate": 4.27155599603568e-05, | |
| "loss": 0.0671, | |
| "step": 260 | |
| }, | |
| { | |
| "epoch": 0.72, | |
| "learning_rate": 4.222001982160555e-05, | |
| "loss": 0.0757, | |
| "step": 270 | |
| }, | |
| { | |
| "epoch": 0.75, | |
| "learning_rate": 4.172447968285431e-05, | |
| "loss": 0.0758, | |
| "step": 280 | |
| }, | |
| { | |
| "epoch": 0.78, | |
| "learning_rate": 4.122893954410307e-05, | |
| "loss": 0.055, | |
| "step": 290 | |
| }, | |
| { | |
| "epoch": 0.8, | |
| "learning_rate": 4.0733399405351834e-05, | |
| "loss": 0.0817, | |
| "step": 300 | |
| }, | |
| { | |
| "epoch": 0.83, | |
| "learning_rate": 4.0237859266600596e-05, | |
| "loss": 0.0693, | |
| "step": 310 | |
| }, | |
| { | |
| "epoch": 0.86, | |
| "learning_rate": 3.9742319127849357e-05, | |
| "loss": 0.0529, | |
| "step": 320 | |
| }, | |
| { | |
| "epoch": 0.88, | |
| "learning_rate": 3.924677898909812e-05, | |
| "loss": 0.0701, | |
| "step": 330 | |
| }, | |
| { | |
| "epoch": 0.91, | |
| "learning_rate": 3.8751238850346886e-05, | |
| "loss": 0.0963, | |
| "step": 340 | |
| }, | |
| { | |
| "epoch": 0.94, | |
| "learning_rate": 3.825569871159564e-05, | |
| "loss": 0.1127, | |
| "step": 350 | |
| }, | |
| { | |
| "epoch": 0.96, | |
| "learning_rate": 3.77601585728444e-05, | |
| "loss": 0.0827, | |
| "step": 360 | |
| }, | |
| { | |
| "epoch": 0.99, | |
| "learning_rate": 3.726461843409316e-05, | |
| "loss": 0.0732, | |
| "step": 370 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.991644385026738, | |
| "eval_loss": 0.020979605615139008, | |
| "eval_runtime": 59.8783, | |
| "eval_samples_per_second": 49.968, | |
| "eval_steps_per_second": 6.246, | |
| "step": 374 | |
| }, | |
| { | |
| "epoch": 1.02, | |
| "learning_rate": 3.676907829534192e-05, | |
| "loss": 0.0599, | |
| "step": 380 | |
| }, | |
| { | |
| "epoch": 1.04, | |
| "learning_rate": 3.6273538156590684e-05, | |
| "loss": 0.0632, | |
| "step": 390 | |
| }, | |
| { | |
| "epoch": 1.07, | |
| "learning_rate": 3.5777998017839445e-05, | |
| "loss": 0.106, | |
| "step": 400 | |
| }, | |
| { | |
| "epoch": 1.1, | |
| "learning_rate": 3.5282457879088207e-05, | |
| "loss": 0.0528, | |
| "step": 410 | |
| }, | |
| { | |
| "epoch": 1.12, | |
| "learning_rate": 3.4786917740336974e-05, | |
| "loss": 0.0566, | |
| "step": 420 | |
| }, | |
| { | |
| "epoch": 1.15, | |
| "learning_rate": 3.429137760158573e-05, | |
| "loss": 0.0372, | |
| "step": 430 | |
| }, | |
| { | |
| "epoch": 1.18, | |
| "learning_rate": 3.379583746283449e-05, | |
| "loss": 0.0968, | |
| "step": 440 | |
| }, | |
| { | |
| "epoch": 1.2, | |
| "learning_rate": 3.330029732408325e-05, | |
| "loss": 0.057, | |
| "step": 450 | |
| }, | |
| { | |
| "epoch": 1.23, | |
| "learning_rate": 3.280475718533201e-05, | |
| "loss": 0.0906, | |
| "step": 460 | |
| }, | |
| { | |
| "epoch": 1.26, | |
| "learning_rate": 3.230921704658077e-05, | |
| "loss": 0.0554, | |
| "step": 470 | |
| }, | |
| { | |
| "epoch": 1.28, | |
| "learning_rate": 3.1813676907829534e-05, | |
| "loss": 0.0909, | |
| "step": 480 | |
| }, | |
| { | |
| "epoch": 1.31, | |
| "learning_rate": 3.13181367690783e-05, | |
| "loss": 0.0922, | |
| "step": 490 | |
| }, | |
| { | |
| "epoch": 1.34, | |
| "learning_rate": 3.0822596630327057e-05, | |
| "loss": 0.0531, | |
| "step": 500 | |
| }, | |
| { | |
| "epoch": 1.36, | |
| "learning_rate": 3.0327056491575818e-05, | |
| "loss": 0.0898, | |
| "step": 510 | |
| }, | |
| { | |
| "epoch": 1.39, | |
| "learning_rate": 2.983151635282458e-05, | |
| "loss": 0.0726, | |
| "step": 520 | |
| }, | |
| { | |
| "epoch": 1.42, | |
| "learning_rate": 2.933597621407334e-05, | |
| "loss": 0.0388, | |
| "step": 530 | |
| }, | |
| { | |
| "epoch": 1.44, | |
| "learning_rate": 2.88404360753221e-05, | |
| "loss": 0.0597, | |
| "step": 540 | |
| }, | |
| { | |
| "epoch": 1.47, | |
| "learning_rate": 2.8344895936570865e-05, | |
| "loss": 0.0383, | |
| "step": 550 | |
| }, | |
| { | |
| "epoch": 1.5, | |
| "learning_rate": 2.7849355797819627e-05, | |
| "loss": 0.0206, | |
| "step": 560 | |
| }, | |
| { | |
| "epoch": 1.52, | |
| "learning_rate": 2.7353815659068388e-05, | |
| "loss": 0.1202, | |
| "step": 570 | |
| }, | |
| { | |
| "epoch": 1.55, | |
| "learning_rate": 2.6858275520317145e-05, | |
| "loss": 0.0324, | |
| "step": 580 | |
| }, | |
| { | |
| "epoch": 1.58, | |
| "learning_rate": 2.6362735381565906e-05, | |
| "loss": 0.0584, | |
| "step": 590 | |
| }, | |
| { | |
| "epoch": 1.6, | |
| "learning_rate": 2.5867195242814668e-05, | |
| "loss": 0.0279, | |
| "step": 600 | |
| }, | |
| { | |
| "epoch": 1.63, | |
| "learning_rate": 2.537165510406343e-05, | |
| "loss": 0.0693, | |
| "step": 610 | |
| }, | |
| { | |
| "epoch": 1.66, | |
| "learning_rate": 2.4876114965312193e-05, | |
| "loss": 0.0915, | |
| "step": 620 | |
| }, | |
| { | |
| "epoch": 1.68, | |
| "learning_rate": 2.4380574826560954e-05, | |
| "loss": 0.0657, | |
| "step": 630 | |
| }, | |
| { | |
| "epoch": 1.71, | |
| "learning_rate": 2.3885034687809712e-05, | |
| "loss": 0.0722, | |
| "step": 640 | |
| }, | |
| { | |
| "epoch": 1.74, | |
| "learning_rate": 2.3389494549058473e-05, | |
| "loss": 0.0589, | |
| "step": 650 | |
| }, | |
| { | |
| "epoch": 1.76, | |
| "learning_rate": 2.2893954410307238e-05, | |
| "loss": 0.0867, | |
| "step": 660 | |
| }, | |
| { | |
| "epoch": 1.79, | |
| "learning_rate": 2.2398414271556e-05, | |
| "loss": 0.0537, | |
| "step": 670 | |
| }, | |
| { | |
| "epoch": 1.82, | |
| "learning_rate": 2.1902874132804756e-05, | |
| "loss": 0.0116, | |
| "step": 680 | |
| }, | |
| { | |
| "epoch": 1.84, | |
| "learning_rate": 2.1407333994053518e-05, | |
| "loss": 0.0745, | |
| "step": 690 | |
| }, | |
| { | |
| "epoch": 1.87, | |
| "learning_rate": 2.0911793855302282e-05, | |
| "loss": 0.0159, | |
| "step": 700 | |
| }, | |
| { | |
| "epoch": 1.9, | |
| "learning_rate": 2.0416253716551043e-05, | |
| "loss": 0.0503, | |
| "step": 710 | |
| }, | |
| { | |
| "epoch": 1.93, | |
| "learning_rate": 1.99207135777998e-05, | |
| "loss": 0.0401, | |
| "step": 720 | |
| }, | |
| { | |
| "epoch": 1.95, | |
| "learning_rate": 1.9425173439048562e-05, | |
| "loss": 0.0603, | |
| "step": 730 | |
| }, | |
| { | |
| "epoch": 1.98, | |
| "learning_rate": 1.8929633300297326e-05, | |
| "loss": 0.0341, | |
| "step": 740 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9963235294117647, | |
| "eval_loss": 0.015195885673165321, | |
| "eval_runtime": 60.4503, | |
| "eval_samples_per_second": 49.495, | |
| "eval_steps_per_second": 6.187, | |
| "step": 748 | |
| }, | |
| { | |
| "epoch": 2.01, | |
| "learning_rate": 1.8434093161546088e-05, | |
| "loss": 0.0331, | |
| "step": 750 | |
| }, | |
| { | |
| "epoch": 2.03, | |
| "learning_rate": 1.7938553022794845e-05, | |
| "loss": 0.0399, | |
| "step": 760 | |
| }, | |
| { | |
| "epoch": 2.06, | |
| "learning_rate": 1.7443012884043606e-05, | |
| "loss": 0.0357, | |
| "step": 770 | |
| }, | |
| { | |
| "epoch": 2.09, | |
| "learning_rate": 1.694747274529237e-05, | |
| "loss": 0.05, | |
| "step": 780 | |
| }, | |
| { | |
| "epoch": 2.11, | |
| "learning_rate": 1.6451932606541132e-05, | |
| "loss": 0.0313, | |
| "step": 790 | |
| }, | |
| { | |
| "epoch": 2.14, | |
| "learning_rate": 1.595639246778989e-05, | |
| "loss": 0.0375, | |
| "step": 800 | |
| }, | |
| { | |
| "epoch": 2.17, | |
| "learning_rate": 1.5460852329038654e-05, | |
| "loss": 0.0313, | |
| "step": 810 | |
| }, | |
| { | |
| "epoch": 2.19, | |
| "learning_rate": 1.4965312190287414e-05, | |
| "loss": 0.0856, | |
| "step": 820 | |
| }, | |
| { | |
| "epoch": 2.22, | |
| "learning_rate": 1.4469772051536176e-05, | |
| "loss": 0.057, | |
| "step": 830 | |
| }, | |
| { | |
| "epoch": 2.25, | |
| "learning_rate": 1.3974231912784936e-05, | |
| "loss": 0.0818, | |
| "step": 840 | |
| }, | |
| { | |
| "epoch": 2.27, | |
| "learning_rate": 1.3478691774033697e-05, | |
| "loss": 0.0225, | |
| "step": 850 | |
| }, | |
| { | |
| "epoch": 2.3, | |
| "learning_rate": 1.298315163528246e-05, | |
| "loss": 0.0786, | |
| "step": 860 | |
| }, | |
| { | |
| "epoch": 2.33, | |
| "learning_rate": 1.2487611496531219e-05, | |
| "loss": 0.0494, | |
| "step": 870 | |
| }, | |
| { | |
| "epoch": 2.35, | |
| "learning_rate": 1.1992071357779982e-05, | |
| "loss": 0.056, | |
| "step": 880 | |
| }, | |
| { | |
| "epoch": 2.38, | |
| "learning_rate": 1.1496531219028741e-05, | |
| "loss": 0.0081, | |
| "step": 890 | |
| }, | |
| { | |
| "epoch": 2.41, | |
| "learning_rate": 1.1000991080277504e-05, | |
| "loss": 0.053, | |
| "step": 900 | |
| }, | |
| { | |
| "epoch": 2.43, | |
| "learning_rate": 1.0505450941526264e-05, | |
| "loss": 0.0412, | |
| "step": 910 | |
| }, | |
| { | |
| "epoch": 2.46, | |
| "learning_rate": 1.0009910802775026e-05, | |
| "loss": 0.068, | |
| "step": 920 | |
| }, | |
| { | |
| "epoch": 2.49, | |
| "learning_rate": 9.514370664023786e-06, | |
| "loss": 0.0263, | |
| "step": 930 | |
| }, | |
| { | |
| "epoch": 2.51, | |
| "learning_rate": 9.018830525272549e-06, | |
| "loss": 0.0143, | |
| "step": 940 | |
| }, | |
| { | |
| "epoch": 2.54, | |
| "learning_rate": 8.523290386521308e-06, | |
| "loss": 0.0736, | |
| "step": 950 | |
| }, | |
| { | |
| "epoch": 2.57, | |
| "learning_rate": 8.02775024777007e-06, | |
| "loss": 0.0758, | |
| "step": 960 | |
| }, | |
| { | |
| "epoch": 2.59, | |
| "learning_rate": 7.532210109018831e-06, | |
| "loss": 0.0179, | |
| "step": 970 | |
| }, | |
| { | |
| "epoch": 2.62, | |
| "learning_rate": 7.036669970267593e-06, | |
| "loss": 0.0445, | |
| "step": 980 | |
| }, | |
| { | |
| "epoch": 2.65, | |
| "learning_rate": 6.541129831516353e-06, | |
| "loss": 0.0311, | |
| "step": 990 | |
| }, | |
| { | |
| "epoch": 2.67, | |
| "learning_rate": 6.045589692765114e-06, | |
| "loss": 0.0425, | |
| "step": 1000 | |
| }, | |
| { | |
| "epoch": 2.7, | |
| "learning_rate": 5.5500495540138754e-06, | |
| "loss": 0.0294, | |
| "step": 1010 | |
| }, | |
| { | |
| "epoch": 2.73, | |
| "learning_rate": 5.0545094152626366e-06, | |
| "loss": 0.0408, | |
| "step": 1020 | |
| }, | |
| { | |
| "epoch": 2.75, | |
| "learning_rate": 4.558969276511398e-06, | |
| "loss": 0.0337, | |
| "step": 1030 | |
| }, | |
| { | |
| "epoch": 2.78, | |
| "learning_rate": 4.063429137760159e-06, | |
| "loss": 0.0358, | |
| "step": 1040 | |
| }, | |
| { | |
| "epoch": 2.81, | |
| "learning_rate": 3.56788899900892e-06, | |
| "loss": 0.0556, | |
| "step": 1050 | |
| }, | |
| { | |
| "epoch": 2.83, | |
| "learning_rate": 3.072348860257681e-06, | |
| "loss": 0.0275, | |
| "step": 1060 | |
| }, | |
| { | |
| "epoch": 2.86, | |
| "learning_rate": 2.576808721506442e-06, | |
| "loss": 0.0237, | |
| "step": 1070 | |
| }, | |
| { | |
| "epoch": 2.89, | |
| "learning_rate": 2.081268582755203e-06, | |
| "loss": 0.0547, | |
| "step": 1080 | |
| }, | |
| { | |
| "epoch": 2.91, | |
| "learning_rate": 1.5857284440039643e-06, | |
| "loss": 0.0195, | |
| "step": 1090 | |
| }, | |
| { | |
| "epoch": 2.94, | |
| "learning_rate": 1.0901883052527254e-06, | |
| "loss": 0.0119, | |
| "step": 1100 | |
| }, | |
| { | |
| "epoch": 2.97, | |
| "learning_rate": 5.946481665014866e-07, | |
| "loss": 0.0161, | |
| "step": 1110 | |
| }, | |
| { | |
| "epoch": 2.99, | |
| "learning_rate": 9.910802775024777e-08, | |
| "loss": 0.0489, | |
| "step": 1120 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9953208556149733, | |
| "eval_loss": 0.016200048848986626, | |
| "eval_runtime": 59.147, | |
| "eval_samples_per_second": 50.586, | |
| "eval_steps_per_second": 6.323, | |
| "step": 1122 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "step": 1122, | |
| "total_flos": 8.923548605812163e+17, | |
| "train_loss": 0.05896045783503104, | |
| "train_runtime": 1057.571, | |
| "train_samples_per_second": 33.947, | |
| "train_steps_per_second": 1.061 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 1122, | |
| "num_train_epochs": 3, | |
| "save_steps": 500, | |
| "total_flos": 8.923548605812163e+17, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |