| { |
| "best_metric": 0.8741333333333333, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0862/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": 103.3678970336914, |
| "learning_rate": 6.331559480312315e-05, |
| "loss": 3.2143, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.6749333333333334, |
| "eval_loss": 1.506548285484314, |
| "eval_runtime": 7.4215, |
| "eval_samples_per_second": 505.29, |
| "eval_steps_per_second": 7.95, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 194.22702026367188, |
| "learning_rate": 4.581559480312316e-05, |
| "loss": 0.9049, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8424, |
| "eval_loss": 0.5655111074447632, |
| "eval_runtime": 7.3314, |
| "eval_samples_per_second": 511.497, |
| "eval_steps_per_second": 8.048, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 76.3280029296875, |
| "learning_rate": 2.4184405196876842e-05, |
| "loss": 0.506, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8605333333333334, |
| "eval_loss": 0.46046122908592224, |
| "eval_runtime": 7.4313, |
| "eval_samples_per_second": 504.625, |
| "eval_steps_per_second": 7.939, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 166.2055206298828, |
| "learning_rate": 6.684405196876842e-06, |
| "loss": 0.4085, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8653333333333333, |
| "eval_loss": 0.4224889576435089, |
| "eval_runtime": 7.3541, |
| "eval_samples_per_second": 509.923, |
| "eval_steps_per_second": 8.023, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 72.59909057617188, |
| "learning_rate": 0.0, |
| "loss": 0.3715, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8741333333333333, |
| "eval_loss": 0.416171133518219, |
| "eval_runtime": 7.3119, |
| "eval_samples_per_second": 512.859, |
| "eval_steps_per_second": 8.069, |
| "step": 1665 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 1665, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 5, |
| "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": 4.088214619776e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|