| { |
| "best_metric": 0.8432, |
| "best_model_checkpoint": "./resnet_finetuned_models_dataset/CIFAR100/50_from_100/microsoft_resnet-101/model_idx_0984/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": 71.05562591552734, |
| "learning_rate": 3e-05, |
| "loss": 3.8154, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.4648, |
| "eval_loss": 3.6025619506835938, |
| "eval_runtime": 8.0644, |
| "eval_samples_per_second": 465.009, |
| "eval_steps_per_second": 7.316, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 204.97000122070312, |
| "learning_rate": 3e-05, |
| "loss": 2.793, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.6610666666666667, |
| "eval_loss": 1.683272123336792, |
| "eval_runtime": 8.0171, |
| "eval_samples_per_second": 467.75, |
| "eval_steps_per_second": 7.359, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 127.4854736328125, |
| "learning_rate": 3e-05, |
| "loss": 1.2146, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.7754666666666666, |
| "eval_loss": 0.8469237089157104, |
| "eval_runtime": 8.0743, |
| "eval_samples_per_second": 464.434, |
| "eval_steps_per_second": 7.307, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 194.16033935546875, |
| "learning_rate": 3e-05, |
| "loss": 0.7547, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8205333333333333, |
| "eval_loss": 0.5997509360313416, |
| "eval_runtime": 7.9842, |
| "eval_samples_per_second": 469.68, |
| "eval_steps_per_second": 7.39, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 142.62339782714844, |
| "learning_rate": 3e-05, |
| "loss": 0.5762, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8432, |
| "eval_loss": 0.5175759792327881, |
| "eval_runtime": 8.1188, |
| "eval_samples_per_second": 461.893, |
| "eval_steps_per_second": 7.267, |
| "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 |
| } |
|
|