|
{ |
|
"best_metric": 1.0, |
|
"best_model_checkpoint": "google/vit-base-patch16-224-in21k_vegetables_classification/checkpoint-2814", |
|
"epoch": 3.0, |
|
"global_step": 2814, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.0, |
|
"learning_rate": 0.00019992892679459844, |
|
"loss": 2.7327, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.53, |
|
"learning_rate": 0.0001644633972992182, |
|
"loss": 0.2079, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_Macro F1": 0.9959973769363069, |
|
"eval_Macro Precision": 0.9960145106065282, |
|
"eval_Macro Recall": 0.9959999999999999, |
|
"eval_Micro F1": 0.996, |
|
"eval_Micro Precision": 0.996, |
|
"eval_Micro Recall": 0.996, |
|
"eval_Weighted F1": 0.9959973769363069, |
|
"eval_Weighted Precision": 0.9960145106065283, |
|
"eval_Weighted Recall": 0.996, |
|
"eval_accuracy": 0.996, |
|
"eval_loss": 0.019310180097818375, |
|
"eval_runtime": 2683.3608, |
|
"eval_samples_per_second": 1.118, |
|
"eval_steps_per_second": 0.14, |
|
"step": 938 |
|
}, |
|
{ |
|
"epoch": 1.07, |
|
"learning_rate": 0.00012892679459843638, |
|
"loss": 0.0308, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"learning_rate": 9.339019189765458e-05, |
|
"loss": 0.0154, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_Macro F1": 0.9986658207966397, |
|
"eval_Macro Precision": 0.9986716417910447, |
|
"eval_Macro Recall": 0.9986666666666666, |
|
"eval_Micro F1": 0.9986666666666667, |
|
"eval_Micro Precision": 0.9986666666666667, |
|
"eval_Micro Recall": 0.9986666666666667, |
|
"eval_Weighted F1": 0.9986658207966396, |
|
"eval_Weighted Precision": 0.9986716417910447, |
|
"eval_Weighted Recall": 0.9986666666666667, |
|
"eval_accuracy": 0.9986666666666667, |
|
"eval_loss": 0.006775494199246168, |
|
"eval_runtime": 2708.2412, |
|
"eval_samples_per_second": 1.108, |
|
"eval_steps_per_second": 0.138, |
|
"step": 1876 |
|
}, |
|
{ |
|
"epoch": 2.13, |
|
"learning_rate": 5.785358919687278e-05, |
|
"loss": 0.0043, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 2.67, |
|
"learning_rate": 2.2316986496090973e-05, |
|
"loss": 0.0018, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_Macro F1": 1.0, |
|
"eval_Macro Precision": 1.0, |
|
"eval_Macro Recall": 1.0, |
|
"eval_Micro F1": 1.0, |
|
"eval_Micro Precision": 1.0, |
|
"eval_Micro Recall": 1.0, |
|
"eval_Weighted F1": 1.0, |
|
"eval_Weighted Precision": 1.0, |
|
"eval_Weighted Recall": 1.0, |
|
"eval_accuracy": 1.0, |
|
"eval_loss": 0.0014102862915024161, |
|
"eval_runtime": 2685.9046, |
|
"eval_samples_per_second": 1.117, |
|
"eval_steps_per_second": 0.14, |
|
"step": 2814 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 2814, |
|
"total_flos": 3.48754583632896e+18, |
|
"train_loss": 0.047539065705179406, |
|
"train_runtime": 128292.8579, |
|
"train_samples_per_second": 0.351, |
|
"train_steps_per_second": 0.022 |
|
} |
|
], |
|
"max_steps": 2814, |
|
"num_train_epochs": 3, |
|
"total_flos": 3.48754583632896e+18, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|