| { | |
| "best_metric": 0.7232, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0106/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": 116.78289031982422, | |
| "learning_rate": 3.7500000000000003e-05, | |
| "loss": 3.6236, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.5616, | |
| "eval_loss": 2.901484727859497, | |
| "eval_runtime": 4.9243, | |
| "eval_samples_per_second": 761.536, | |
| "eval_steps_per_second": 11.981, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 117.45916748046875, | |
| "learning_rate": 1.2500000000000006e-05, | |
| "loss": 1.8607, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6997333333333333, | |
| "eval_loss": 1.3036363124847412, | |
| "eval_runtime": 5.5955, | |
| "eval_samples_per_second": 670.18, | |
| "eval_steps_per_second": 10.544, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 562.3662109375, | |
| "learning_rate": 0.0, | |
| "loss": 1.1747, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7232, | |
| "eval_loss": 1.1437582969665527, | |
| "eval_runtime": 4.9744, | |
| "eval_samples_per_second": 753.859, | |
| "eval_steps_per_second": 11.861, | |
| "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 | |
| } | |