| { | |
| "best_metric": 0.9090666666666667, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0544/checkpoints/checkpoint-2664", | |
| "epoch": 8.0, | |
| "eval_steps": 500, | |
| "global_step": 2664, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 42.7746696472168, | |
| "learning_rate": 0.000288581929876693, | |
| "loss": 1.4855, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8362666666666667, | |
| "eval_loss": 0.505395233631134, | |
| "eval_runtime": 7.3766, | |
| "eval_samples_per_second": 508.361, | |
| "eval_steps_per_second": 7.998, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 93.85247802734375, | |
| "learning_rate": 0.00025606601717798207, | |
| "loss": 0.3839, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8752, | |
| "eval_loss": 0.38962969183921814, | |
| "eval_runtime": 7.051, | |
| "eval_samples_per_second": 531.839, | |
| "eval_steps_per_second": 8.368, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 66.1702651977539, | |
| "learning_rate": 0.00020740251485476345, | |
| "loss": 0.1959, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8874666666666666, | |
| "eval_loss": 0.36873582005500793, | |
| "eval_runtime": 7.059, | |
| "eval_samples_per_second": 531.236, | |
| "eval_steps_per_second": 8.358, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 37.449398040771484, | |
| "learning_rate": 0.00015, | |
| "loss": 0.1035, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8906666666666667, | |
| "eval_loss": 0.3810472786426544, | |
| "eval_runtime": 7.077, | |
| "eval_samples_per_second": 529.882, | |
| "eval_steps_per_second": 8.337, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 67.34947967529297, | |
| "learning_rate": 9.259748514523653e-05, | |
| "loss": 0.0549, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9045333333333333, | |
| "eval_loss": 0.36172303557395935, | |
| "eval_runtime": 7.0237, | |
| "eval_samples_per_second": 533.907, | |
| "eval_steps_per_second": 8.4, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 44.025360107421875, | |
| "learning_rate": 4.3933982822017876e-05, | |
| "loss": 0.0292, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.908, | |
| "eval_loss": 0.357878178358078, | |
| "eval_runtime": 7.0663, | |
| "eval_samples_per_second": 530.689, | |
| "eval_steps_per_second": 8.349, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": 38.25475311279297, | |
| "learning_rate": 1.1418070123306989e-05, | |
| "loss": 0.0163, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9074666666666666, | |
| "eval_loss": 0.3596632778644562, | |
| "eval_runtime": 7.063, | |
| "eval_samples_per_second": 530.937, | |
| "eval_steps_per_second": 8.353, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 76.10264587402344, | |
| "learning_rate": 0.0, | |
| "loss": 0.0128, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9090666666666667, | |
| "eval_loss": 0.3659333884716034, | |
| "eval_runtime": 7.0994, | |
| "eval_samples_per_second": 528.213, | |
| "eval_steps_per_second": 8.311, | |
| "step": 2664 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2664, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 8, | |
| "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": 6.5411433916416e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |