| { | |
| "best_metric": 0.9506666666666667, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0072/checkpoints/checkpoint-1332", | |
| "epoch": 4.0, | |
| "eval_steps": 500, | |
| "global_step": 1332, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 3.0132274627685547, | |
| "learning_rate": 5e-05, | |
| "loss": 0.8358, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9376, | |
| "eval_loss": 0.2294464260339737, | |
| "eval_runtime": 14.7931, | |
| "eval_samples_per_second": 253.497, | |
| "eval_steps_per_second": 3.988, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.14350879192352295, | |
| "learning_rate": 5e-05, | |
| "loss": 0.1374, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9429333333333333, | |
| "eval_loss": 0.21727323532104492, | |
| "eval_runtime": 14.1622, | |
| "eval_samples_per_second": 264.789, | |
| "eval_steps_per_second": 4.166, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.10827238112688065, | |
| "learning_rate": 5e-05, | |
| "loss": 0.0697, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9482666666666667, | |
| "eval_loss": 0.20818877220153809, | |
| "eval_runtime": 14.8605, | |
| "eval_samples_per_second": 252.347, | |
| "eval_steps_per_second": 3.97, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.13093462586402893, | |
| "learning_rate": 5e-05, | |
| "loss": 0.0419, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9506666666666667, | |
| "eval_loss": 0.19519402086734772, | |
| "eval_runtime": 11.2539, | |
| "eval_samples_per_second": 333.217, | |
| "eval_steps_per_second": 5.243, | |
| "step": 1332 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1332, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 4, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 6.58965282490368e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |