| { | |
| "best_metric": 0.8872, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0682/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": 2.8802053928375244, | |
| "learning_rate": 7e-05, | |
| "loss": 1.5862, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8456, | |
| "eval_loss": 0.6529613137245178, | |
| "eval_runtime": 10.0533, | |
| "eval_samples_per_second": 373.013, | |
| "eval_steps_per_second": 5.869, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 13.306659698486328, | |
| "learning_rate": 7e-05, | |
| "loss": 0.4028, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.86, | |
| "eval_loss": 0.4936078190803528, | |
| "eval_runtime": 10.3633, | |
| "eval_samples_per_second": 361.855, | |
| "eval_steps_per_second": 5.693, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.9708716869354248, | |
| "learning_rate": 7e-05, | |
| "loss": 0.2039, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8661333333333333, | |
| "eval_loss": 0.4866925776004791, | |
| "eval_runtime": 10.445, | |
| "eval_samples_per_second": 359.025, | |
| "eval_steps_per_second": 5.649, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.1199808195233345, | |
| "learning_rate": 7e-05, | |
| "loss": 0.1221, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8872, | |
| "eval_loss": 0.4284738302230835, | |
| "eval_runtime": 10.114, | |
| "eval_samples_per_second": 370.772, | |
| "eval_steps_per_second": 5.833, | |
| "step": 1332 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1665, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 5, | |
| "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": 6.58965282490368e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |