| { |
| "best_metric": 0.8901333333333333, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0545/checkpoints/checkpoint-1665", |
| "epoch": 5.0, |
| "eval_steps": 500, |
| "global_step": 1665, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 164.752685546875, |
| "learning_rate": 9e-05, |
| "loss": 2.8495, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.7429333333333333, |
| "eval_loss": 0.9701327085494995, |
| "eval_runtime": 7.3752, |
| "eval_samples_per_second": 508.464, |
| "eval_steps_per_second": 8.0, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 205.5715789794922, |
| "learning_rate": 9e-05, |
| "loss": 0.6459, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.856, |
| "eval_loss": 0.47999393939971924, |
| "eval_runtime": 7.1302, |
| "eval_samples_per_second": 525.934, |
| "eval_steps_per_second": 8.275, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 89.14253997802734, |
| "learning_rate": 9e-05, |
| "loss": 0.3555, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8765333333333334, |
| "eval_loss": 0.3982950448989868, |
| "eval_runtime": 7.1063, |
| "eval_samples_per_second": 527.699, |
| "eval_steps_per_second": 8.302, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 54.09440231323242, |
| "learning_rate": 9e-05, |
| "loss": 0.2341, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8832, |
| "eval_loss": 0.3865821361541748, |
| "eval_runtime": 7.0042, |
| "eval_samples_per_second": 535.393, |
| "eval_steps_per_second": 8.424, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 103.13557434082031, |
| "learning_rate": 9e-05, |
| "loss": 0.1492, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8901333333333333, |
| "eval_loss": 0.38369888067245483, |
| "eval_runtime": 7.0192, |
| "eval_samples_per_second": 534.249, |
| "eval_steps_per_second": 8.406, |
| "step": 1665 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 1998, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 6, |
| "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": 4.088214619776e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
