|
{ |
|
"best_metric": 0.31477582454681396, |
|
"best_model_checkpoint": "autotrain-image-classification-for-slides-240203/checkpoint-45", |
|
"epoch": 3.0, |
|
"eval_steps": 500, |
|
"global_step": 45, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.07, |
|
"learning_rate": 2.777777777777778e-06, |
|
"loss": 1.1254, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.13, |
|
"learning_rate": 5.555555555555556e-06, |
|
"loss": 0.8406, |
|
"step": 2 |
|
}, |
|
{ |
|
"epoch": 0.2, |
|
"learning_rate": 5.555555555555556e-06, |
|
"loss": 0.9119, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 0.27, |
|
"learning_rate": 5.555555555555556e-06, |
|
"loss": 1.2751, |
|
"step": 4 |
|
}, |
|
{ |
|
"epoch": 0.33, |
|
"learning_rate": 8.333333333333334e-06, |
|
"loss": 1.0426, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 0.4, |
|
"learning_rate": 1.1111111111111112e-05, |
|
"loss": 1.008, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"learning_rate": 1.388888888888889e-05, |
|
"loss": 0.856, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"learning_rate": 1.6666666666666667e-05, |
|
"loss": 0.6736, |
|
"step": 8 |
|
}, |
|
{ |
|
"epoch": 0.6, |
|
"learning_rate": 1.9444444444444445e-05, |
|
"loss": 0.6438, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 0.67, |
|
"learning_rate": 2.2222222222222223e-05, |
|
"loss": 0.5327, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.73, |
|
"learning_rate": 2.5e-05, |
|
"loss": 0.7221, |
|
"step": 11 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"learning_rate": 2.777777777777778e-05, |
|
"loss": 0.5358, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 0.87, |
|
"learning_rate": 3.055555555555556e-05, |
|
"loss": 0.6922, |
|
"step": 13 |
|
}, |
|
{ |
|
"epoch": 0.93, |
|
"learning_rate": 3.3333333333333335e-05, |
|
"loss": 0.743, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"learning_rate": 3.611111111111111e-05, |
|
"loss": 0.6769, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.7333333333333333, |
|
"eval_auc": 0.8350000000000001, |
|
"eval_f1": 0.33333333333333337, |
|
"eval_loss": 0.5031535625457764, |
|
"eval_precision": 1.0, |
|
"eval_recall": 0.2, |
|
"eval_runtime": 1.2172, |
|
"eval_samples_per_second": 24.647, |
|
"eval_steps_per_second": 1.643, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 1.07, |
|
"learning_rate": 3.888888888888889e-05, |
|
"loss": 0.4863, |
|
"step": 16 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"learning_rate": 4.166666666666667e-05, |
|
"loss": 0.1514, |
|
"step": 17 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"learning_rate": 4.4444444444444447e-05, |
|
"loss": 0.9752, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 1.27, |
|
"learning_rate": 4.722222222222222e-05, |
|
"loss": 0.2016, |
|
"step": 19 |
|
}, |
|
{ |
|
"epoch": 1.33, |
|
"learning_rate": 5e-05, |
|
"loss": 0.2721, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.4, |
|
"learning_rate": 4.969135802469136e-05, |
|
"loss": 0.5284, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 1.47, |
|
"learning_rate": 4.938271604938271e-05, |
|
"loss": 0.3278, |
|
"step": 22 |
|
}, |
|
{ |
|
"epoch": 1.53, |
|
"learning_rate": 4.9074074074074075e-05, |
|
"loss": 0.4261, |
|
"step": 23 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 4.876543209876544e-05, |
|
"loss": 0.3603, |
|
"step": 24 |
|
}, |
|
{ |
|
"epoch": 1.67, |
|
"learning_rate": 4.845679012345679e-05, |
|
"loss": 0.2572, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.73, |
|
"learning_rate": 4.814814814814815e-05, |
|
"loss": 0.3899, |
|
"step": 26 |
|
}, |
|
{ |
|
"epoch": 1.8, |
|
"learning_rate": 4.783950617283951e-05, |
|
"loss": 0.4712, |
|
"step": 27 |
|
}, |
|
{ |
|
"epoch": 1.87, |
|
"learning_rate": 4.7530864197530866e-05, |
|
"loss": 0.2883, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 1.93, |
|
"learning_rate": 4.722222222222222e-05, |
|
"loss": 0.3057, |
|
"step": 29 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"learning_rate": 4.691358024691358e-05, |
|
"loss": 0.5481, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8333333333333334, |
|
"eval_auc": 0.9400000000000001, |
|
"eval_f1": 0.6666666666666666, |
|
"eval_loss": 0.3352239429950714, |
|
"eval_precision": 1.0, |
|
"eval_recall": 0.5, |
|
"eval_runtime": 1.1837, |
|
"eval_samples_per_second": 25.344, |
|
"eval_steps_per_second": 1.69, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 2.07, |
|
"learning_rate": 4.6604938271604945e-05, |
|
"loss": 0.103, |
|
"step": 31 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"learning_rate": 4.62962962962963e-05, |
|
"loss": 0.3457, |
|
"step": 32 |
|
}, |
|
{ |
|
"epoch": 2.2, |
|
"learning_rate": 4.5987654320987656e-05, |
|
"loss": 0.5848, |
|
"step": 33 |
|
}, |
|
{ |
|
"epoch": 2.27, |
|
"learning_rate": 4.567901234567901e-05, |
|
"loss": 0.0825, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 2.33, |
|
"learning_rate": 4.5370370370370374e-05, |
|
"loss": 0.1238, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"learning_rate": 4.506172839506173e-05, |
|
"loss": 0.128, |
|
"step": 36 |
|
}, |
|
{ |
|
"epoch": 2.47, |
|
"learning_rate": 4.4753086419753084e-05, |
|
"loss": 0.2651, |
|
"step": 37 |
|
}, |
|
{ |
|
"epoch": 2.53, |
|
"learning_rate": 4.4444444444444447e-05, |
|
"loss": 0.0657, |
|
"step": 38 |
|
}, |
|
{ |
|
"epoch": 2.6, |
|
"learning_rate": 4.413580246913581e-05, |
|
"loss": 0.0814, |
|
"step": 39 |
|
}, |
|
{ |
|
"epoch": 2.67, |
|
"learning_rate": 4.3827160493827164e-05, |
|
"loss": 0.1394, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.73, |
|
"learning_rate": 4.351851851851852e-05, |
|
"loss": 0.3941, |
|
"step": 41 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"learning_rate": 4.3209876543209875e-05, |
|
"loss": 0.052, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 2.87, |
|
"learning_rate": 4.290123456790124e-05, |
|
"loss": 0.1721, |
|
"step": 43 |
|
}, |
|
{ |
|
"epoch": 2.93, |
|
"learning_rate": 4.259259259259259e-05, |
|
"loss": 0.1501, |
|
"step": 44 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"learning_rate": 4.2283950617283955e-05, |
|
"loss": 0.454, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8666666666666667, |
|
"eval_auc": 0.915, |
|
"eval_f1": 0.7499999999999999, |
|
"eval_loss": 0.31477582454681396, |
|
"eval_precision": 1.0, |
|
"eval_recall": 0.6, |
|
"eval_runtime": 1.1495, |
|
"eval_samples_per_second": 26.098, |
|
"eval_steps_per_second": 1.74, |
|
"step": 45 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 180, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 12, |
|
"save_steps": 500, |
|
"total_flos": 2.8228082300485632e+17, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|