| { | |
| "best_metric": 0.8658666666666667, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0173/checkpoints/checkpoint-1665", | |
| "epoch": 5.0, | |
| "eval_steps": 500, | |
| "global_step": 1665, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 102.54977416992188, | |
| "learning_rate": 7.2e-05, | |
| "loss": 3.232, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6293333333333333, | |
| "eval_loss": 1.534888505935669, | |
| "eval_runtime": 9.4244, | |
| "eval_samples_per_second": 397.905, | |
| "eval_steps_per_second": 6.26, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 142.2037353515625, | |
| "learning_rate": 5.4000000000000005e-05, | |
| "loss": 0.99, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8008, | |
| "eval_loss": 0.6795520782470703, | |
| "eval_runtime": 9.3509, | |
| "eval_samples_per_second": 401.033, | |
| "eval_steps_per_second": 6.31, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 132.98947143554688, | |
| "learning_rate": 3.6e-05, | |
| "loss": 0.6225, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8466666666666667, | |
| "eval_loss": 0.5301174521446228, | |
| "eval_runtime": 9.2103, | |
| "eval_samples_per_second": 407.153, | |
| "eval_steps_per_second": 6.406, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 153.4900665283203, | |
| "learning_rate": 1.8e-05, | |
| "loss": 0.5064, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8578666666666667, | |
| "eval_loss": 0.45383352041244507, | |
| "eval_runtime": 9.0287, | |
| "eval_samples_per_second": 415.344, | |
| "eval_steps_per_second": 6.535, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 92.26731872558594, | |
| "learning_rate": 0.0, | |
| "loss": 0.4488, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.8658666666666667, | |
| "eval_loss": 0.4424925148487091, | |
| "eval_runtime": 9.2353, | |
| "eval_samples_per_second": 406.051, | |
| "eval_steps_per_second": 6.389, | |
| "step": 1665 | |
| } | |
| ], | |
| "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": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 4.088214619776e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |