| { | |
| "best_metric": 0.8437333333333333, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0434/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": 86.303955078125, | |
| "learning_rate": 7.681980515339464e-05, | |
| "loss": 3.1074, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6666666666666666, | |
| "eval_loss": 1.4695498943328857, | |
| "eval_runtime": 9.7058, | |
| "eval_samples_per_second": 386.368, | |
| "eval_steps_per_second": 6.079, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 123.69164276123047, | |
| "learning_rate": 4.5e-05, | |
| "loss": 0.93, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8109333333333333, | |
| "eval_loss": 0.6591599583625793, | |
| "eval_runtime": 9.6505, | |
| "eval_samples_per_second": 388.579, | |
| "eval_steps_per_second": 6.114, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 168.02476501464844, | |
| "learning_rate": 1.3180194846605365e-05, | |
| "loss": 0.5871, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8437333333333333, | |
| "eval_loss": 0.5257493257522583, | |
| "eval_runtime": 9.8311, | |
| "eval_samples_per_second": 381.441, | |
| "eval_steps_per_second": 6.001, | |
| "step": 999 | |
| } | |
| ], | |
| "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": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 2.4529287718656e+18, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |