|
{ |
|
"best_metric": 0.9828042328042328, |
|
"best_model_checkpoint": "swin-tiny-patch4-window7-224-eurosat/checkpoint-297", |
|
"epoch": 9.977777777777778, |
|
"global_step": 330, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.3, |
|
"learning_rate": 1.5151515151515153e-05, |
|
"loss": 2.3574, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.59, |
|
"learning_rate": 3.0303030303030306e-05, |
|
"loss": 1.981, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.89, |
|
"learning_rate": 4.545454545454546e-05, |
|
"loss": 1.2075, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.98, |
|
"eval_accuracy": 0.8518518518518519, |
|
"eval_loss": 0.5666351914405823, |
|
"eval_runtime": 4.8236, |
|
"eval_samples_per_second": 156.731, |
|
"eval_steps_per_second": 4.976, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 1.21, |
|
"learning_rate": 4.882154882154882e-05, |
|
"loss": 0.5066, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 1.5, |
|
"learning_rate": 4.713804713804714e-05, |
|
"loss": 0.2643, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"learning_rate": 4.545454545454546e-05, |
|
"loss": 0.2022, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.98, |
|
"eval_accuracy": 0.9126984126984127, |
|
"eval_loss": 0.252269446849823, |
|
"eval_runtime": 4.9657, |
|
"eval_samples_per_second": 152.245, |
|
"eval_steps_per_second": 4.833, |
|
"step": 66 |
|
}, |
|
{ |
|
"epoch": 2.12, |
|
"learning_rate": 4.3771043771043774e-05, |
|
"loss": 0.1839, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 2.41, |
|
"learning_rate": 4.208754208754209e-05, |
|
"loss": 0.1368, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 2.71, |
|
"learning_rate": 4.0404040404040405e-05, |
|
"loss": 0.1206, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 2.98, |
|
"eval_accuracy": 0.9497354497354498, |
|
"eval_loss": 0.15757465362548828, |
|
"eval_runtime": 4.8701, |
|
"eval_samples_per_second": 155.233, |
|
"eval_steps_per_second": 4.928, |
|
"step": 99 |
|
}, |
|
{ |
|
"epoch": 3.03, |
|
"learning_rate": 3.872053872053872e-05, |
|
"loss": 0.105, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 3.33, |
|
"learning_rate": 3.7037037037037037e-05, |
|
"loss": 0.0922, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 3.62, |
|
"learning_rate": 3.535353535353535e-05, |
|
"loss": 0.0925, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 3.92, |
|
"learning_rate": 3.3670033670033675e-05, |
|
"loss": 0.0897, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 3.98, |
|
"eval_accuracy": 0.9563492063492064, |
|
"eval_loss": 0.142096146941185, |
|
"eval_runtime": 6.3572, |
|
"eval_samples_per_second": 118.921, |
|
"eval_steps_per_second": 3.775, |
|
"step": 132 |
|
}, |
|
{ |
|
"epoch": 4.24, |
|
"learning_rate": 3.198653198653199e-05, |
|
"loss": 0.0704, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 4.53, |
|
"learning_rate": 3.0303030303030306e-05, |
|
"loss": 0.0511, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 4.83, |
|
"learning_rate": 2.8619528619528618e-05, |
|
"loss": 0.0564, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 4.98, |
|
"eval_accuracy": 0.9656084656084656, |
|
"eval_loss": 0.11138752847909927, |
|
"eval_runtime": 5.5251, |
|
"eval_samples_per_second": 136.831, |
|
"eval_steps_per_second": 4.344, |
|
"step": 165 |
|
}, |
|
{ |
|
"epoch": 5.15, |
|
"learning_rate": 2.6936026936026937e-05, |
|
"loss": 0.0559, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 5.44, |
|
"learning_rate": 2.5252525252525256e-05, |
|
"loss": 0.0468, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 5.74, |
|
"learning_rate": 2.356902356902357e-05, |
|
"loss": 0.0475, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 5.98, |
|
"eval_accuracy": 0.9814814814814815, |
|
"eval_loss": 0.06781856715679169, |
|
"eval_runtime": 5.3143, |
|
"eval_samples_per_second": 142.259, |
|
"eval_steps_per_second": 4.516, |
|
"step": 198 |
|
}, |
|
{ |
|
"epoch": 6.06, |
|
"learning_rate": 2.1885521885521887e-05, |
|
"loss": 0.0514, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 6.36, |
|
"learning_rate": 2.0202020202020203e-05, |
|
"loss": 0.0237, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 6.65, |
|
"learning_rate": 1.8518518518518518e-05, |
|
"loss": 0.0255, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 6.95, |
|
"learning_rate": 1.6835016835016837e-05, |
|
"loss": 0.0332, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 6.98, |
|
"eval_accuracy": 0.9775132275132276, |
|
"eval_loss": 0.08194286376237869, |
|
"eval_runtime": 5.0836, |
|
"eval_samples_per_second": 148.714, |
|
"eval_steps_per_second": 4.721, |
|
"step": 231 |
|
}, |
|
{ |
|
"epoch": 7.27, |
|
"learning_rate": 1.5151515151515153e-05, |
|
"loss": 0.0263, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 7.56, |
|
"learning_rate": 1.3468013468013468e-05, |
|
"loss": 0.0193, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 7.86, |
|
"learning_rate": 1.1784511784511786e-05, |
|
"loss": 0.0234, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 7.98, |
|
"eval_accuracy": 0.9801587301587301, |
|
"eval_loss": 0.06791768968105316, |
|
"eval_runtime": 5.0567, |
|
"eval_samples_per_second": 149.505, |
|
"eval_steps_per_second": 4.746, |
|
"step": 264 |
|
}, |
|
{ |
|
"epoch": 8.18, |
|
"learning_rate": 1.0101010101010101e-05, |
|
"loss": 0.0193, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 8.47, |
|
"learning_rate": 8.417508417508419e-06, |
|
"loss": 0.0151, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 8.77, |
|
"learning_rate": 6.734006734006734e-06, |
|
"loss": 0.0126, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 8.98, |
|
"eval_accuracy": 0.9828042328042328, |
|
"eval_loss": 0.06841638684272766, |
|
"eval_runtime": 4.8183, |
|
"eval_samples_per_second": 156.902, |
|
"eval_steps_per_second": 4.981, |
|
"step": 297 |
|
}, |
|
{ |
|
"epoch": 9.09, |
|
"learning_rate": 5.050505050505051e-06, |
|
"loss": 0.0096, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 9.39, |
|
"learning_rate": 3.367003367003367e-06, |
|
"loss": 0.0091, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 9.68, |
|
"learning_rate": 1.6835016835016836e-06, |
|
"loss": 0.0136, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 9.98, |
|
"learning_rate": 0.0, |
|
"loss": 0.0306, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 9.98, |
|
"eval_accuracy": 0.9814814814814815, |
|
"eval_loss": 0.07185560464859009, |
|
"eval_runtime": 6.808, |
|
"eval_samples_per_second": 111.046, |
|
"eval_steps_per_second": 3.525, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 9.98, |
|
"step": 330, |
|
"total_flos": 1.0716320475504968e+18, |
|
"train_loss": 0.24182906033414783, |
|
"train_runtime": 827.7733, |
|
"train_samples_per_second": 52.188, |
|
"train_steps_per_second": 0.399 |
|
} |
|
], |
|
"max_steps": 330, |
|
"num_train_epochs": 10, |
|
"total_flos": 1.0716320475504968e+18, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|