Invalid JSON:
Unexpected token 'N', ..."ad_norm": NaN,
"... is not valid JSON
| { | |
| "best_metric": 0.9341333333333334, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0795/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": 1.2886744737625122, | |
| "learning_rate": 0.0002571428571428571, | |
| "loss": 0.5754, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8736, | |
| "eval_loss": 0.42436009645462036, | |
| "eval_runtime": 10.4078, | |
| "eval_samples_per_second": 360.308, | |
| "eval_steps_per_second": 5.669, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.09006724506616592, | |
| "learning_rate": 0.00021428571428571427, | |
| "loss": 0.2405, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9, | |
| "eval_loss": 0.34577903151512146, | |
| "eval_runtime": 10.0052, | |
| "eval_samples_per_second": 374.806, | |
| "eval_steps_per_second": 5.897, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.9565986394882202, | |
| "learning_rate": 0.0001714285714285714, | |
| "loss": 0.1308, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9037333333333334, | |
| "eval_loss": 0.3441358804702759, | |
| "eval_runtime": 10.0361, | |
| "eval_samples_per_second": 373.65, | |
| "eval_steps_per_second": 5.879, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.007625298108905554, | |
| "learning_rate": 0.00012857142857142855, | |
| "loss": 0.0615, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9210666666666667, | |
| "eval_loss": 0.29041439294815063, | |
| "eval_runtime": 10.888, | |
| "eval_samples_per_second": 344.415, | |
| "eval_steps_per_second": 5.419, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 5.826369762420654, | |
| "learning_rate": 8.57142857142857e-05, | |
| "loss": 0.0249, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.928, | |
| "eval_loss": 0.29922983050346375, | |
| "eval_runtime": 9.9878, | |
| "eval_samples_per_second": 375.459, | |
| "eval_steps_per_second": 5.907, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.021261410787701607, | |
| "learning_rate": 4.285714285714285e-05, | |
| "loss": 0.0067, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9317333333333333, | |
| "eval_loss": 0.2704765796661377, | |
| "eval_runtime": 10.0357, | |
| "eval_samples_per_second": 373.666, | |
| "eval_steps_per_second": 5.879, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": NaN, | |
| "learning_rate": 1.2870012870012868e-07, | |
| "loss": 0.0024, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9341333333333334, | |
| "eval_loss": 0.2674747407436371, | |
| "eval_runtime": 10.4477, | |
| "eval_samples_per_second": 358.929, | |
| "eval_steps_per_second": 5.647, | |
| "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": 1.153189244358144e+19, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |