| { | |
| "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 | |
| } | |