| { | |
| "best_metric": 0.9221333333333334, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0039/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": 115.87923431396484, | |
| "learning_rate": 0.00025606601717798207, | |
| "loss": 1.4138, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8797333333333334, | |
| "eval_loss": 0.42310231924057007, | |
| "eval_runtime": 12.2193, | |
| "eval_samples_per_second": 306.891, | |
| "eval_steps_per_second": 4.828, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 45.07609939575195, | |
| "learning_rate": 0.00015, | |
| "loss": 0.306, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9032, | |
| "eval_loss": 0.3315976560115814, | |
| "eval_runtime": 12.1497, | |
| "eval_samples_per_second": 308.649, | |
| "eval_steps_per_second": 4.856, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 26.649585723876953, | |
| "learning_rate": 4.3933982822017876e-05, | |
| "loss": 0.1188, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9178666666666667, | |
| "eval_loss": 0.30793678760528564, | |
| "eval_runtime": 12.1804, | |
| "eval_samples_per_second": 307.872, | |
| "eval_steps_per_second": 4.844, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 57.27330780029297, | |
| "learning_rate": 0.0, | |
| "loss": 0.0622, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9221333333333334, | |
| "eval_loss": 0.2819899022579193, | |
| "eval_runtime": 12.1799, | |
| "eval_samples_per_second": 307.885, | |
| "eval_steps_per_second": 4.844, | |
| "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 | |
| } | |