| { | |
| "best_metric": 0.8474666666666667, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0994/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": 113.23810577392578, | |
| "learning_rate": 9e-05, | |
| "loss": 2.9927, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6706666666666666, | |
| "eval_loss": 1.3909494876861572, | |
| "eval_runtime": 7.555, | |
| "eval_samples_per_second": 496.362, | |
| "eval_steps_per_second": 7.809, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 82.66758728027344, | |
| "learning_rate": 9e-05, | |
| "loss": 0.8948, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8021333333333334, | |
| "eval_loss": 0.6744046807289124, | |
| "eval_runtime": 7.5885, | |
| "eval_samples_per_second": 494.167, | |
| "eval_steps_per_second": 7.775, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 88.44334411621094, | |
| "learning_rate": 9e-05, | |
| "loss": 0.5548, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8312, | |
| "eval_loss": 0.5382225513458252, | |
| "eval_runtime": 7.5267, | |
| "eval_samples_per_second": 498.228, | |
| "eval_steps_per_second": 7.839, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 50.82748031616211, | |
| "learning_rate": 9e-05, | |
| "loss": 0.4061, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8474666666666667, | |
| "eval_loss": 0.4866100251674652, | |
| "eval_runtime": 7.4888, | |
| "eval_samples_per_second": 500.748, | |
| "eval_steps_per_second": 7.878, | |
| "step": 1332 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1332, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 4, | |
| "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": 3.2705716958208e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |