|
{ |
|
"best_metric": 0.9725925925925926, |
|
"best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-380", |
|
"epoch": 3.0, |
|
"global_step": 570, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.05, |
|
"learning_rate": 3.2261208576998055e-05, |
|
"loss": 0.2437, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.11, |
|
"learning_rate": 3.128654970760234e-05, |
|
"loss": 0.1973, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.16, |
|
"learning_rate": 3.031189083820663e-05, |
|
"loss": 0.2139, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.21, |
|
"learning_rate": 2.9337231968810917e-05, |
|
"loss": 0.2086, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.26, |
|
"learning_rate": 2.8362573099415208e-05, |
|
"loss": 0.2238, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 2.7387914230019495e-05, |
|
"loss": 0.1788, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 0.37, |
|
"learning_rate": 2.6413255360623783e-05, |
|
"loss": 0.1731, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 0.42, |
|
"learning_rate": 2.5438596491228074e-05, |
|
"loss": 0.2034, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"learning_rate": 2.4463937621832358e-05, |
|
"loss": 0.2229, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"learning_rate": 2.348927875243665e-05, |
|
"loss": 0.1765, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.58, |
|
"learning_rate": 2.2514619883040936e-05, |
|
"loss": 0.1825, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"learning_rate": 2.1539961013645223e-05, |
|
"loss": 0.1996, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.68, |
|
"learning_rate": 2.056530214424951e-05, |
|
"loss": 0.1831, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 0.74, |
|
"learning_rate": 1.9590643274853802e-05, |
|
"loss": 0.1733, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 0.79, |
|
"learning_rate": 1.861598440545809e-05, |
|
"loss": 0.1678, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 0.84, |
|
"learning_rate": 1.7641325536062377e-05, |
|
"loss": 0.2053, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"learning_rate": 1.6666666666666667e-05, |
|
"loss": 0.1459, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 0.95, |
|
"learning_rate": 1.5692007797270955e-05, |
|
"loss": 0.145, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 1.4717348927875244e-05, |
|
"loss": 0.18, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9688888888888889, |
|
"eval_loss": 0.08436201512813568, |
|
"eval_runtime": 48.7574, |
|
"eval_samples_per_second": 55.376, |
|
"eval_steps_per_second": 1.743, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 1.05, |
|
"learning_rate": 1.3742690058479531e-05, |
|
"loss": 0.1479, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 1.11, |
|
"learning_rate": 1.276803118908382e-05, |
|
"loss": 0.1751, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 1.16, |
|
"learning_rate": 1.179337231968811e-05, |
|
"loss": 0.1634, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 1.21, |
|
"learning_rate": 1.0818713450292397e-05, |
|
"loss": 0.1412, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"learning_rate": 9.844054580896686e-06, |
|
"loss": 0.1543, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 1.32, |
|
"learning_rate": 8.869395711500974e-06, |
|
"loss": 0.1604, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 1.37, |
|
"learning_rate": 7.894736842105263e-06, |
|
"loss": 0.1321, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"learning_rate": 6.920077972709551e-06, |
|
"loss": 0.1415, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 1.47, |
|
"learning_rate": 5.94541910331384e-06, |
|
"loss": 0.1629, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"learning_rate": 4.970760233918129e-06, |
|
"loss": 0.1529, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"learning_rate": 3.996101364522417e-06, |
|
"loss": 0.1407, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 1.63, |
|
"learning_rate": 3.0214424951267056e-06, |
|
"loss": 0.141, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 1.68, |
|
"learning_rate": 2.0467836257309943e-06, |
|
"loss": 0.1424, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 1.74, |
|
"learning_rate": 1.0721247563352826e-06, |
|
"loss": 0.1172, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 1.79, |
|
"learning_rate": 9.746588693957116e-08, |
|
"loss": 0.1249, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 1.84, |
|
"learning_rate": 0.0, |
|
"loss": 0.1469, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 1.89, |
|
"learning_rate": 0.0, |
|
"loss": 0.1398, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 1.95, |
|
"learning_rate": 0.0, |
|
"loss": 0.1465, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 0.0, |
|
"loss": 0.1347, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.9725925925925926, |
|
"eval_loss": 0.06570926308631897, |
|
"eval_runtime": 46.2101, |
|
"eval_samples_per_second": 58.429, |
|
"eval_steps_per_second": 1.839, |
|
"step": 380 |
|
}, |
|
{ |
|
"epoch": 2.05, |
|
"learning_rate": 0.0, |
|
"loss": 0.1307, |
|
"step": 390 |
|
}, |
|
{ |
|
"epoch": 2.11, |
|
"learning_rate": 0.0, |
|
"loss": 0.1163, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 2.16, |
|
"learning_rate": 0.0, |
|
"loss": 0.1156, |
|
"step": 410 |
|
}, |
|
{ |
|
"epoch": 2.21, |
|
"learning_rate": 0.0, |
|
"loss": 0.1184, |
|
"step": 420 |
|
}, |
|
{ |
|
"epoch": 2.26, |
|
"learning_rate": 0.0, |
|
"loss": 0.1501, |
|
"step": 430 |
|
}, |
|
{ |
|
"epoch": 2.32, |
|
"learning_rate": 0.0, |
|
"loss": 0.1699, |
|
"step": 440 |
|
}, |
|
{ |
|
"epoch": 2.37, |
|
"learning_rate": 0.0, |
|
"loss": 0.1407, |
|
"step": 450 |
|
}, |
|
{ |
|
"epoch": 2.42, |
|
"learning_rate": 0.0, |
|
"loss": 0.1413, |
|
"step": 460 |
|
}, |
|
{ |
|
"epoch": 2.47, |
|
"learning_rate": 0.0, |
|
"loss": 0.1522, |
|
"step": 470 |
|
}, |
|
{ |
|
"epoch": 2.53, |
|
"learning_rate": 0.0, |
|
"loss": 0.1451, |
|
"step": 480 |
|
}, |
|
{ |
|
"epoch": 2.58, |
|
"learning_rate": 0.0, |
|
"loss": 0.1273, |
|
"step": 490 |
|
}, |
|
{ |
|
"epoch": 2.63, |
|
"learning_rate": 0.0, |
|
"loss": 0.1195, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"learning_rate": 0.0, |
|
"loss": 0.1394, |
|
"step": 510 |
|
}, |
|
{ |
|
"epoch": 2.74, |
|
"learning_rate": 0.0, |
|
"loss": 0.1188, |
|
"step": 520 |
|
}, |
|
{ |
|
"epoch": 2.79, |
|
"learning_rate": 0.0, |
|
"loss": 0.1522, |
|
"step": 530 |
|
}, |
|
{ |
|
"epoch": 2.84, |
|
"learning_rate": 0.0, |
|
"loss": 0.1674, |
|
"step": 540 |
|
}, |
|
{ |
|
"epoch": 2.89, |
|
"learning_rate": 0.0, |
|
"loss": 0.1542, |
|
"step": 550 |
|
}, |
|
{ |
|
"epoch": 2.95, |
|
"learning_rate": 0.0, |
|
"loss": 0.1298, |
|
"step": 560 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 0.0, |
|
"loss": 0.1459, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.9725925925925926, |
|
"eval_loss": 0.06570926308631897, |
|
"eval_runtime": 45.8672, |
|
"eval_samples_per_second": 58.866, |
|
"eval_steps_per_second": 1.853, |
|
"step": 570 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 570, |
|
"total_flos": 1.8299091784499528e+18, |
|
"train_loss": 0.1583421324428759, |
|
"train_runtime": 2450.017, |
|
"train_samples_per_second": 29.755, |
|
"train_steps_per_second": 0.233 |
|
} |
|
], |
|
"max_steps": 570, |
|
"num_train_epochs": 3, |
|
"total_flos": 1.8299091784499528e+18, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|