Invalid JSON:
Unexpected token 'N', ..."ad_norm": NaN,
"... is not valid JSON
| { | |
| "best_metric": 0.9616, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0147/checkpoints/checkpoint-2664", | |
| "epoch": 8.0, | |
| "eval_steps": 500, | |
| "global_step": 2664, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.22032923996448517, | |
| "learning_rate": 8.888888888888889e-05, | |
| "loss": 0.5863, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.928, | |
| "eval_loss": 0.26772239804267883, | |
| "eval_runtime": 6.4952, | |
| "eval_samples_per_second": 577.352, | |
| "eval_steps_per_second": 9.084, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.25858816504478455, | |
| "learning_rate": 7.777777777777778e-05, | |
| "loss": 0.1298, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9365333333333333, | |
| "eval_loss": 0.2256719470024109, | |
| "eval_runtime": 6.4086, | |
| "eval_samples_per_second": 585.153, | |
| "eval_steps_per_second": 9.206, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.032304201275110245, | |
| "learning_rate": 6.666666666666667e-05, | |
| "loss": 0.0677, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9498666666666666, | |
| "eval_loss": 0.18359023332595825, | |
| "eval_runtime": 6.5184, | |
| "eval_samples_per_second": 575.293, | |
| "eval_steps_per_second": 9.051, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.010900559835135937, | |
| "learning_rate": 5.555555555555556e-05, | |
| "loss": 0.0351, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9522666666666667, | |
| "eval_loss": 0.1691388338804245, | |
| "eval_runtime": 6.3743, | |
| "eval_samples_per_second": 588.295, | |
| "eval_steps_per_second": 9.256, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.016635043546557426, | |
| "learning_rate": 4.4444444444444447e-05, | |
| "loss": 0.0169, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9578666666666666, | |
| "eval_loss": 0.17128410935401917, | |
| "eval_runtime": 6.4622, | |
| "eval_samples_per_second": 580.294, | |
| "eval_steps_per_second": 9.13, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.008960281498730183, | |
| "learning_rate": 3.3333333333333335e-05, | |
| "loss": 0.0083, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9549333333333333, | |
| "eval_loss": 0.18995113670825958, | |
| "eval_runtime": 6.6636, | |
| "eval_samples_per_second": 562.761, | |
| "eval_steps_per_second": 8.854, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": NaN, | |
| "learning_rate": 2.225558892225559e-05, | |
| "loss": 0.005, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9581333333333333, | |
| "eval_loss": 0.17419496178627014, | |
| "eval_runtime": 6.4202, | |
| "eval_samples_per_second": 584.093, | |
| "eval_steps_per_second": 9.19, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 0.005244110245257616, | |
| "learning_rate": 1.1144477811144478e-05, | |
| "loss": 0.0029, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9616, | |
| "eval_loss": 0.16844968497753143, | |
| "eval_runtime": 6.3765, | |
| "eval_samples_per_second": 588.101, | |
| "eval_steps_per_second": 9.253, | |
| "step": 2664 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2997, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 9, | |
| "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": 1.317930564980736e+19, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |