| { | |
| "best_metric": 0.9312, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0722/checkpoints/checkpoint-1665", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 1665, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.7712041139602661, | |
| "learning_rate": 3e-05, | |
| "loss": 1.1912, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9149333333333334, | |
| "eval_loss": 0.32942885160446167, | |
| "eval_runtime": 13.8888, | |
| "eval_samples_per_second": 270.002, | |
| "eval_steps_per_second": 4.248, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.4238669872283936, | |
| "learning_rate": 3e-05, | |
| "loss": 0.199, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9248, | |
| "eval_loss": 0.2652640640735626, | |
| "eval_runtime": 12.7069, | |
| "eval_samples_per_second": 295.115, | |
| "eval_steps_per_second": 4.643, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.8074430227279663, | |
| "learning_rate": 3e-05, | |
| "loss": 0.0993, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9258666666666666, | |
| "eval_loss": 0.2502594292163849, | |
| "eval_runtime": 13.5766, | |
| "eval_samples_per_second": 276.21, | |
| "eval_steps_per_second": 4.346, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.9440605640411377, | |
| "learning_rate": 3e-05, | |
| "loss": 0.0534, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9266666666666666, | |
| "eval_loss": 0.2529388666152954, | |
| "eval_runtime": 13.0594, | |
| "eval_samples_per_second": 287.149, | |
| "eval_steps_per_second": 4.518, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 4.117969512939453, | |
| "learning_rate": 3e-05, | |
| "loss": 0.0288, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9312, | |
| "eval_loss": 0.2654390037059784, | |
| "eval_runtime": 13.5108, | |
| "eval_samples_per_second": 277.556, | |
| "eval_steps_per_second": 4.367, | |
| "step": 1665 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2331, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 7, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 8.2370660311296e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |