| { |
| "best_metric": 0.8538666666666667, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0981/checkpoints/checkpoint-2331", |
| "epoch": 7.0, |
| "eval_steps": 500, |
| "global_step": 2331, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 198.19772338867188, |
| "learning_rate": 5e-05, |
| "loss": 3.7433, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.4056, |
| "eval_loss": 3.308870315551758, |
| "eval_runtime": 7.5792, |
| "eval_samples_per_second": 494.773, |
| "eval_steps_per_second": 7.784, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 61.61637496948242, |
| "learning_rate": 5e-05, |
| "loss": 2.0036, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.7125333333333334, |
| "eval_loss": 1.0829179286956787, |
| "eval_runtime": 7.4441, |
| "eval_samples_per_second": 503.752, |
| "eval_steps_per_second": 7.926, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 75.48828887939453, |
| "learning_rate": 5e-05, |
| "loss": 0.9011, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.7922666666666667, |
| "eval_loss": 0.7145320177078247, |
| "eval_runtime": 7.4699, |
| "eval_samples_per_second": 502.015, |
| "eval_steps_per_second": 7.898, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 257.66455078125, |
| "learning_rate": 5e-05, |
| "loss": 0.6517, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8082666666666667, |
| "eval_loss": 0.6349654197692871, |
| "eval_runtime": 7.9288, |
| "eval_samples_per_second": 472.956, |
| "eval_steps_per_second": 7.441, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 52.081966400146484, |
| "learning_rate": 5e-05, |
| "loss": 0.5281, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8269333333333333, |
| "eval_loss": 0.5380356311798096, |
| "eval_runtime": 7.4894, |
| "eval_samples_per_second": 500.711, |
| "eval_steps_per_second": 7.878, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 81.83316040039062, |
| "learning_rate": 5e-05, |
| "loss": 0.445, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.8469333333333333, |
| "eval_loss": 0.4900718927383423, |
| "eval_runtime": 7.4151, |
| "eval_samples_per_second": 505.722, |
| "eval_steps_per_second": 7.957, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 156.2613983154297, |
| "learning_rate": 5e-05, |
| "loss": 0.3804, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.8538666666666667, |
| "eval_loss": 0.4655342996120453, |
| "eval_runtime": 7.3555, |
| "eval_samples_per_second": 509.821, |
| "eval_steps_per_second": 8.021, |
| "step": 2331 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 2331, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 7, |
| "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": 5.7235004676864e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|