| { |
| "best_metric": 0.9421333333333334, |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0387/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": 0.37643423676490784, |
| "learning_rate": 8e-05, |
| "loss": 0.5795, |
| "step": 333 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.9242666666666667, |
| "eval_loss": 0.2557057738304138, |
| "eval_runtime": 5.8626, |
| "eval_samples_per_second": 639.643, |
| "eval_steps_per_second": 10.064, |
| "step": 333 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 2.8860087394714355, |
| "learning_rate": 6e-05, |
| "loss": 0.1136, |
| "step": 666 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9285333333333333, |
| "eval_loss": 0.2557923197746277, |
| "eval_runtime": 5.8471, |
| "eval_samples_per_second": 641.349, |
| "eval_steps_per_second": 10.091, |
| "step": 666 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 0.24198000133037567, |
| "learning_rate": 4e-05, |
| "loss": 0.0372, |
| "step": 999 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.9394666666666667, |
| "eval_loss": 0.23649781942367554, |
| "eval_runtime": 6.2977, |
| "eval_samples_per_second": 595.456, |
| "eval_steps_per_second": 9.369, |
| "step": 999 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 0.23255397379398346, |
| "learning_rate": 2e-05, |
| "loss": 0.0104, |
| "step": 1332 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.9405333333333333, |
| "eval_loss": 0.2354211062192917, |
| "eval_runtime": 6.9983, |
| "eval_samples_per_second": 535.844, |
| "eval_steps_per_second": 8.431, |
| "step": 1332 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 0.10052058845758438, |
| "learning_rate": 0.0, |
| "loss": 0.004, |
| "step": 1665 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.9421333333333334, |
| "eval_loss": 0.2335509955883026, |
| "eval_runtime": 5.853, |
| "eval_samples_per_second": 640.694, |
| "eval_steps_per_second": 10.08, |
| "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": 8.2370660311296e+18, |
| "train_batch_size": 64, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|