| { | |
| "best_metric": 0.8226666666666667, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0016/checkpoints/checkpoint-999", | |
| "epoch": 3.0, | |
| "eval_steps": 500, | |
| "global_step": 999, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 190.3629608154297, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 2.8445, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7184, | |
| "eval_loss": 1.033173680305481, | |
| "eval_runtime": 7.3896, | |
| "eval_samples_per_second": 507.469, | |
| "eval_steps_per_second": 7.984, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 72.87739562988281, | |
| "learning_rate": 2.500000000000001e-05, | |
| "loss": 0.7711, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8098666666666666, | |
| "eval_loss": 0.6060501933097839, | |
| "eval_runtime": 8.6091, | |
| "eval_samples_per_second": 435.583, | |
| "eval_steps_per_second": 6.853, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 53.152740478515625, | |
| "learning_rate": 0.0, | |
| "loss": 0.5482, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8226666666666667, | |
| "eval_loss": 0.5771735310554504, | |
| "eval_runtime": 7.8402, | |
| "eval_samples_per_second": 478.302, | |
| "eval_steps_per_second": 7.525, | |
| "step": 999 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 999, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 3, | |
| "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": 2.4529287718656e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |