| { |
| "best_metric": 0.8898666666666667, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0838/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": 171.59881591796875, |
| "learning_rate": 8.571428571428571e-05, |
| "loss": 2.9072, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.6781333333333334, |
| "eval_loss": 1.3353562355041504, |
| "eval_runtime": 9.1091, |
| "eval_samples_per_second": 411.676, |
| "eval_steps_per_second": 6.477, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 106.56681823730469, |
| "learning_rate": 7.142857142857143e-05, |
| "loss": 0.8456, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8306666666666667, |
| "eval_loss": 0.6036928296089172, |
| "eval_runtime": 8.0823, |
| "eval_samples_per_second": 463.977, |
| "eval_steps_per_second": 7.3, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 82.1512451171875, |
| "learning_rate": 5.714285714285714e-05, |
| "loss": 0.501, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8597333333333333, |
| "eval_loss": 0.4776412546634674, |
| "eval_runtime": 8.026, |
| "eval_samples_per_second": 467.231, |
| "eval_steps_per_second": 7.351, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 147.7592315673828, |
| "learning_rate": 4.2857142857142856e-05, |
| "loss": 0.3849, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8717333333333334, |
| "eval_loss": 0.44812992215156555, |
| "eval_runtime": 8.0869, |
| "eval_samples_per_second": 463.71, |
| "eval_steps_per_second": 7.296, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 200.98806762695312, |
| "learning_rate": 2.857142857142857e-05, |
| "loss": 0.3041, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8848, |
| "eval_loss": 0.40260910987854004, |
| "eval_runtime": 8.0503, |
| "eval_samples_per_second": 465.819, |
| "eval_steps_per_second": 7.329, |
| "step": 1665 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 59.4629020690918, |
| "learning_rate": 1.4285714285714285e-05, |
| "loss": 0.2589, |
| "step": 1998 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.8773333333333333, |
| "eval_loss": 0.41696789860725403, |
| "eval_runtime": 8.0775, |
| "eval_samples_per_second": 464.255, |
| "eval_steps_per_second": 7.304, |
| "step": 1998 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 52.43292999267578, |
| "learning_rate": 0.0, |
| "loss": 0.239, |
| "step": 2331 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.8898666666666667, |
| "eval_loss": 0.39091062545776367, |
| "eval_runtime": 8.0432, |
| "eval_samples_per_second": 466.234, |
| "eval_steps_per_second": 7.335, |
| "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 |
| } |
|
|