|
{ |
|
"best_metric": 0.9959183673469387, |
|
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-413", |
|
"epoch": 2.9927360774818403, |
|
"eval_steps": 500, |
|
"global_step": 618, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.05, |
|
"learning_rate": 8.064516129032258e-06, |
|
"loss": 0.6891, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.1, |
|
"learning_rate": 1.6129032258064517e-05, |
|
"loss": 0.6032, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.15, |
|
"learning_rate": 2.4193548387096777e-05, |
|
"loss": 0.452, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.19, |
|
"learning_rate": 3.2258064516129034e-05, |
|
"loss": 0.3304, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.24, |
|
"learning_rate": 4.032258064516129e-05, |
|
"loss": 0.2486, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.29, |
|
"learning_rate": 4.8387096774193554e-05, |
|
"loss": 0.1912, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.34, |
|
"learning_rate": 4.9280575539568345e-05, |
|
"loss": 0.1454, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.39, |
|
"learning_rate": 4.838129496402878e-05, |
|
"loss": 0.1398, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.44, |
|
"learning_rate": 4.748201438848921e-05, |
|
"loss": 0.1292, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 4.658273381294964e-05, |
|
"loss": 0.1324, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"learning_rate": 4.5683453237410076e-05, |
|
"loss": 0.077, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"learning_rate": 4.47841726618705e-05, |
|
"loss": 0.0785, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"learning_rate": 4.3884892086330935e-05, |
|
"loss": 0.1228, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"learning_rate": 4.298561151079137e-05, |
|
"loss": 0.054, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.73, |
|
"learning_rate": 4.20863309352518e-05, |
|
"loss": 0.1124, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.77, |
|
"learning_rate": 4.1187050359712234e-05, |
|
"loss": 0.0875, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.82, |
|
"learning_rate": 4.0287769784172666e-05, |
|
"loss": 0.1152, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.87, |
|
"learning_rate": 3.938848920863309e-05, |
|
"loss": 0.107, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 0.92, |
|
"learning_rate": 3.8489208633093525e-05, |
|
"loss": 0.0887, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"learning_rate": 3.758992805755396e-05, |
|
"loss": 0.0826, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9918367346938776, |
|
"eval_loss": 0.03725149855017662, |
|
"eval_runtime": 12.9921, |
|
"eval_samples_per_second": 56.573, |
|
"eval_steps_per_second": 7.081, |
|
"step": 206 |
|
}, |
|
{ |
|
"epoch": 1.02, |
|
"learning_rate": 3.669064748201439e-05, |
|
"loss": 0.0654, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 1.07, |
|
"learning_rate": 3.5791366906474824e-05, |
|
"loss": 0.0904, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 1.11, |
|
"learning_rate": 3.489208633093525e-05, |
|
"loss": 0.0879, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"learning_rate": 3.399280575539568e-05, |
|
"loss": 0.0731, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.21, |
|
"learning_rate": 3.3093525179856116e-05, |
|
"loss": 0.0715, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"learning_rate": 3.219424460431655e-05, |
|
"loss": 0.0513, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 1.31, |
|
"learning_rate": 3.129496402877698e-05, |
|
"loss": 0.0458, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 1.36, |
|
"learning_rate": 3.039568345323741e-05, |
|
"loss": 0.0795, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"learning_rate": 2.9496402877697844e-05, |
|
"loss": 0.0743, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 1.45, |
|
"learning_rate": 2.8597122302158273e-05, |
|
"loss": 0.0943, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"learning_rate": 2.7697841726618706e-05, |
|
"loss": 0.0961, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 1.55, |
|
"learning_rate": 2.679856115107914e-05, |
|
"loss": 0.0387, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 2.589928057553957e-05, |
|
"loss": 0.0843, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 1.65, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.0816, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 1.69, |
|
"learning_rate": 2.4100719424460434e-05, |
|
"loss": 0.0263, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 1.74, |
|
"learning_rate": 2.3201438848920864e-05, |
|
"loss": 0.0794, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 1.79, |
|
"learning_rate": 2.2302158273381296e-05, |
|
"loss": 0.0321, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 1.84, |
|
"learning_rate": 2.140287769784173e-05, |
|
"loss": 0.0087, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 1.89, |
|
"learning_rate": 2.050359712230216e-05, |
|
"loss": 0.0621, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 1.94, |
|
"learning_rate": 1.960431654676259e-05, |
|
"loss": 0.0501, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 1.99, |
|
"learning_rate": 1.8705035971223024e-05, |
|
"loss": 0.0658, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9959183673469387, |
|
"eval_loss": 0.02241336554288864, |
|
"eval_runtime": 14.7711, |
|
"eval_samples_per_second": 49.759, |
|
"eval_steps_per_second": 6.228, |
|
"step": 413 |
|
}, |
|
{ |
|
"epoch": 2.03, |
|
"learning_rate": 1.7805755395683454e-05, |
|
"loss": 0.0063, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 2.08, |
|
"learning_rate": 1.6906474820143887e-05, |
|
"loss": 0.0207, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"learning_rate": 1.6007194244604316e-05, |
|
"loss": 0.0129, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 2.18, |
|
"learning_rate": 1.5107913669064749e-05, |
|
"loss": 0.0116, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 2.23, |
|
"learning_rate": 1.420863309352518e-05, |
|
"loss": 0.0049, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 2.28, |
|
"learning_rate": 1.3309352517985613e-05, |
|
"loss": 0.0311, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 2.32, |
|
"learning_rate": 1.2410071942446044e-05, |
|
"loss": 0.037, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 2.37, |
|
"learning_rate": 1.1510791366906475e-05, |
|
"loss": 0.0572, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 2.42, |
|
"learning_rate": 1.0611510791366908e-05, |
|
"loss": 0.0038, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 2.47, |
|
"learning_rate": 9.71223021582734e-06, |
|
"loss": 0.0551, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 2.52, |
|
"learning_rate": 8.812949640287769e-06, |
|
"loss": 0.1015, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 2.57, |
|
"learning_rate": 7.913669064748202e-06, |
|
"loss": 0.0154, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 2.62, |
|
"learning_rate": 7.014388489208633e-06, |
|
"loss": 0.0531, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 2.66, |
|
"learning_rate": 6.115107913669065e-06, |
|
"loss": 0.0558, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 2.71, |
|
"learning_rate": 5.215827338129497e-06, |
|
"loss": 0.035, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 2.76, |
|
"learning_rate": 4.316546762589929e-06, |
|
"loss": 0.0335, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 2.81, |
|
"learning_rate": 3.41726618705036e-06, |
|
"loss": 0.0457, |
|
"step": 580 |
|
}, |
|
{ |
|
"epoch": 2.86, |
|
"learning_rate": 2.5179856115107916e-06, |
|
"loss": 0.016, |
|
"step": 590 |
|
}, |
|
{ |
|
"epoch": 2.91, |
|
"learning_rate": 1.618705035971223e-06, |
|
"loss": 0.0124, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 2.95, |
|
"learning_rate": 7.194244604316547e-07, |
|
"loss": 0.012, |
|
"step": 610 |
|
}, |
|
{ |
|
"epoch": 2.99, |
|
"eval_accuracy": 0.9931972789115646, |
|
"eval_loss": 0.027184385806322098, |
|
"eval_runtime": 13.1253, |
|
"eval_samples_per_second": 55.999, |
|
"eval_steps_per_second": 7.009, |
|
"step": 618 |
|
}, |
|
{ |
|
"epoch": 2.99, |
|
"step": 618, |
|
"total_flos": 4.9150232620631654e+17, |
|
"train_loss": 0.0970435019064104, |
|
"train_runtime": 528.4446, |
|
"train_samples_per_second": 37.508, |
|
"train_steps_per_second": 1.169 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 618, |
|
"num_train_epochs": 3, |
|
"save_steps": 500, |
|
"total_flos": 4.9150232620631654e+17, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|