| { | |
| "best_metric": 0.9336, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0647/checkpoints/checkpoint-1998", | |
| "epoch": 6.0, | |
| "eval_steps": 500, | |
| "global_step": 1998, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.2713090181350708, | |
| "learning_rate": 9.330127018922194e-05, | |
| "loss": 0.6696, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8912, | |
| "eval_loss": 0.36333227157592773, | |
| "eval_runtime": 11.5164, | |
| "eval_samples_per_second": 325.623, | |
| "eval_steps_per_second": 5.123, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.42739367485046387, | |
| "learning_rate": 7.506805462938029e-05, | |
| "loss": 0.1793, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9141333333333334, | |
| "eval_loss": 0.29456186294555664, | |
| "eval_runtime": 11.4972, | |
| "eval_samples_per_second": 326.167, | |
| "eval_steps_per_second": 5.132, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.9193700551986694, | |
| "learning_rate": 5.007861840237923e-05, | |
| "loss": 0.0842, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9109333333333334, | |
| "eval_loss": 0.3159249424934387, | |
| "eval_runtime": 11.9487, | |
| "eval_samples_per_second": 313.841, | |
| "eval_steps_per_second": 4.938, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 54.63765335083008, | |
| "learning_rate": 2.506811643795042e-05, | |
| "loss": 0.0403, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9293333333333333, | |
| "eval_loss": 0.28084003925323486, | |
| "eval_runtime": 12.1743, | |
| "eval_samples_per_second": 308.025, | |
| "eval_steps_per_second": 4.846, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.5740323066711426, | |
| "learning_rate": 6.738092539759589e-06, | |
| "loss": 0.0138, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9304, | |
| "eval_loss": 0.2828592360019684, | |
| "eval_runtime": 11.5682, | |
| "eval_samples_per_second": 324.166, | |
| "eval_steps_per_second": 5.1, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.008789300918579102, | |
| "learning_rate": 6.180857012871855e-11, | |
| "loss": 0.008, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9336, | |
| "eval_loss": 0.25722721219062805, | |
| "eval_runtime": 11.4818, | |
| "eval_samples_per_second": 326.603, | |
| "eval_steps_per_second": 5.139, | |
| "step": 1998 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1998, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 6, | |
| "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": 9.88447923735552e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |