| { |
| "best_metric": 0.8845333333333333, |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0136/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": 5.7392659187316895, |
| "learning_rate": 0.0003, |
| "loss": 0.642, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.8773333333333333, |
| "eval_loss": 0.43878763914108276, |
| "eval_runtime": 8.0471, |
| "eval_samples_per_second": 466.006, |
| "eval_steps_per_second": 7.332, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 1.9544999599456787, |
| "learning_rate": 0.0003, |
| "loss": 0.32, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.8733333333333333, |
| "eval_loss": 0.4326174557209015, |
| "eval_runtime": 7.3546, |
| "eval_samples_per_second": 509.888, |
| "eval_steps_per_second": 8.022, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 3.0157015323638916, |
| "learning_rate": 0.0003, |
| "loss": 0.2359, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.8688, |
| "eval_loss": 0.5097691416740417, |
| "eval_runtime": 7.5251, |
| "eval_samples_per_second": 498.334, |
| "eval_steps_per_second": 7.84, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 0.016306068748235703, |
| "learning_rate": 0.0003, |
| "loss": 0.1945, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.8594666666666667, |
| "eval_loss": 0.537071704864502, |
| "eval_runtime": 7.6555, |
| "eval_samples_per_second": 489.844, |
| "eval_steps_per_second": 7.707, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 6.127804279327393, |
| "learning_rate": 0.0003, |
| "loss": 0.1677, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.8845333333333333, |
| "eval_loss": 0.45488759875297546, |
| "eval_runtime": 7.0425, |
| "eval_samples_per_second": 532.482, |
| "eval_steps_per_second": 8.378, |
| "step": 1665 |
| } |
| ], |
| "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": false |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 8.2370660311296e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|