Invalid JSON:
Unexpected token 'N', ..."ad_norm": NaN,
"... is not valid JSON
| { | |
| "best_metric": 0.9413333333333334, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0636/checkpoints/checkpoint-2997", | |
| "epoch": 9.0, | |
| "eval_steps": 500, | |
| "global_step": 2997, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 1.2670440673828125, | |
| "learning_rate": 8.728616793536588e-05, | |
| "loss": 0.6803, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9170666666666667, | |
| "eval_loss": 0.28124791383743286, | |
| "eval_runtime": 7.6268, | |
| "eval_samples_per_second": 491.685, | |
| "eval_steps_per_second": 7.736, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.3755781948566437, | |
| "learning_rate": 7.947199994035401e-05, | |
| "loss": 0.1709, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9181333333333334, | |
| "eval_loss": 0.27914127707481384, | |
| "eval_runtime": 7.3834, | |
| "eval_samples_per_second": 507.893, | |
| "eval_steps_per_second": 7.991, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.052055858075618744, | |
| "learning_rate": 6.75e-05, | |
| "loss": 0.0811, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9256, | |
| "eval_loss": 0.2599741220474243, | |
| "eval_runtime": 7.2616, | |
| "eval_samples_per_second": 516.414, | |
| "eval_steps_per_second": 8.125, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.028287706896662712, | |
| "learning_rate": 5.2814167995011876e-05, | |
| "loss": 0.0409, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9264, | |
| "eval_loss": 0.2850967347621918, | |
| "eval_runtime": 7.5383, | |
| "eval_samples_per_second": 497.459, | |
| "eval_steps_per_second": 7.827, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.0417790524661541, | |
| "learning_rate": 3.7185832004988136e-05, | |
| "loss": 0.016, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9290666666666667, | |
| "eval_loss": 0.2885628342628479, | |
| "eval_runtime": 7.6583, | |
| "eval_samples_per_second": 489.664, | |
| "eval_steps_per_second": 7.704, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.011713231913745403, | |
| "learning_rate": 2.250000000000001e-05, | |
| "loss": 0.0062, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9368, | |
| "eval_loss": 0.28643545508384705, | |
| "eval_runtime": 7.9732, | |
| "eval_samples_per_second": 470.325, | |
| "eval_steps_per_second": 7.4, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": NaN, | |
| "learning_rate": 1.055833996679956e-05, | |
| "loss": 0.0038, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9405333333333333, | |
| "eval_loss": 0.2644397020339966, | |
| "eval_runtime": 7.5004, | |
| "eval_samples_per_second": 499.972, | |
| "eval_steps_per_second": 7.866, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 0.17864249646663666, | |
| "learning_rate": 2.7299887471028354e-06, | |
| "loss": 0.0027, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9389333333333333, | |
| "eval_loss": 0.26504039764404297, | |
| "eval_runtime": 7.4575, | |
| "eval_samples_per_second": 502.847, | |
| "eval_steps_per_second": 7.911, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "grad_norm": 0.006555982865393162, | |
| "learning_rate": 2.472343088255613e-11, | |
| "loss": 0.0021, | |
| "step": 2997 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_accuracy": 0.9413333333333334, | |
| "eval_loss": 0.25548118352890015, | |
| "eval_runtime": 7.4454, | |
| "eval_samples_per_second": 503.665, | |
| "eval_steps_per_second": 7.924, | |
| "step": 2997 | |
| } | |
| ], | |
| "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": true | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 1.482671885603328e+19, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |