| { |
| "best_metric": 0.8850666666666667, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0343/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": 175.85565185546875, |
| "learning_rate": 7e-05, |
| "loss": 3.4229, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.5584, |
| "eval_loss": 2.038343667984009, |
| "eval_runtime": 15.2282, |
| "eval_samples_per_second": 246.254, |
| "eval_steps_per_second": 3.874, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 132.67327880859375, |
| "learning_rate": 7e-05, |
| "loss": 1.1419, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8066666666666666, |
| "eval_loss": 0.6681300401687622, |
| "eval_runtime": 15.2577, |
| "eval_samples_per_second": 245.778, |
| "eval_steps_per_second": 3.867, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 74.82705688476562, |
| "learning_rate": 7e-05, |
| "loss": 0.5915, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8410666666666666, |
| "eval_loss": 0.5087078213691711, |
| "eval_runtime": 15.2393, |
| "eval_samples_per_second": 246.074, |
| "eval_steps_per_second": 3.872, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 191.7124481201172, |
| "learning_rate": 7e-05, |
| "loss": 0.4231, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8552, |
| "eval_loss": 0.4694192707538605, |
| "eval_runtime": 15.1446, |
| "eval_samples_per_second": 247.613, |
| "eval_steps_per_second": 3.896, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 71.66416931152344, |
| "learning_rate": 7e-05, |
| "loss": 0.3387, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8698666666666667, |
| "eval_loss": 0.4305684268474579, |
| "eval_runtime": 15.2152, |
| "eval_samples_per_second": 246.463, |
| "eval_steps_per_second": 3.878, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 131.28231811523438, |
| "learning_rate": 7e-05, |
| "loss": 0.2666, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.8845333333333333, |
| "eval_loss": 0.39838552474975586, |
| "eval_runtime": 15.1641, |
| "eval_samples_per_second": 247.295, |
| "eval_steps_per_second": 3.891, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 137.51133728027344, |
| "learning_rate": 7e-05, |
| "loss": 0.2201, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.8850666666666667, |
| "eval_loss": 0.3964410722255707, |
| "eval_runtime": 15.1992, |
| "eval_samples_per_second": 246.723, |
| "eval_steps_per_second": 3.882, |
| "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 |
| } |
|
|