| { | |
| "best_metric": 0.5786666666666667, | |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0843/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": 93.9332046508789, | |
| "learning_rate": 2.25e-05, | |
| "loss": 3.8612, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.27413333333333334, | |
| "eval_loss": 3.790696382522583, | |
| "eval_runtime": 5.6479, | |
| "eval_samples_per_second": 663.962, | |
| "eval_steps_per_second": 10.446, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 80.01618957519531, | |
| "learning_rate": 1.5e-05, | |
| "loss": 3.5574, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.4765333333333333, | |
| "eval_loss": 3.2970969676971436, | |
| "eval_runtime": 5.3412, | |
| "eval_samples_per_second": 702.084, | |
| "eval_steps_per_second": 11.046, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 145.8686981201172, | |
| "learning_rate": 7.5e-06, | |
| "loss": 2.985, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.552, | |
| "eval_loss": 2.737654685974121, | |
| "eval_runtime": 5.5259, | |
| "eval_samples_per_second": 678.622, | |
| "eval_steps_per_second": 10.677, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 252.20309448242188, | |
| "learning_rate": 0.0, | |
| "loss": 2.5603, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.5786666666666667, | |
| "eval_loss": 2.4672889709472656, | |
| "eval_runtime": 5.3978, | |
| "eval_samples_per_second": 694.722, | |
| "eval_steps_per_second": 10.93, | |
| "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 | |
| } | |