Invalid JSON:
Unexpected token 'N', ..."ad_norm": NaN,
"... is not valid JSON
| { | |
| "best_metric": 0.9552, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0272/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": 0.4249539077281952, | |
| "learning_rate": 8.728616793536588e-05, | |
| "loss": 0.6115, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9282666666666667, | |
| "eval_loss": 0.24335192143917084, | |
| "eval_runtime": 10.6779, | |
| "eval_samples_per_second": 351.194, | |
| "eval_steps_per_second": 5.525, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.2850126028060913, | |
| "learning_rate": 7.947199994035401e-05, | |
| "loss": 0.1157, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9325333333333333, | |
| "eval_loss": 0.24012009799480438, | |
| "eval_runtime": 11.2356, | |
| "eval_samples_per_second": 333.759, | |
| "eval_steps_per_second": 5.251, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.013195399194955826, | |
| "learning_rate": 6.75e-05, | |
| "loss": 0.0512, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9461333333333334, | |
| "eval_loss": 0.22177687287330627, | |
| "eval_runtime": 10.7006, | |
| "eval_samples_per_second": 350.449, | |
| "eval_steps_per_second": 5.514, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 14.812760353088379, | |
| "learning_rate": 5.2814167995011876e-05, | |
| "loss": 0.024, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9442666666666667, | |
| "eval_loss": 0.22884798049926758, | |
| "eval_runtime": 11.1062, | |
| "eval_samples_per_second": 337.649, | |
| "eval_steps_per_second": 5.312, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.2465815544128418, | |
| "learning_rate": 3.7185832004988136e-05, | |
| "loss": 0.0088, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.952, | |
| "eval_loss": 0.1972501426935196, | |
| "eval_runtime": 11.0383, | |
| "eval_samples_per_second": 339.726, | |
| "eval_steps_per_second": 5.345, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.021491989493370056, | |
| "learning_rate": 2.250000000000001e-05, | |
| "loss": 0.0029, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.952, | |
| "eval_loss": 0.20399931073188782, | |
| "eval_runtime": 10.5512, | |
| "eval_samples_per_second": 355.41, | |
| "eval_steps_per_second": 5.592, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": NaN, | |
| "learning_rate": 1.055833996679956e-05, | |
| "loss": 0.001, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9522666666666667, | |
| "eval_loss": 0.20679543912410736, | |
| "eval_runtime": 10.6109, | |
| "eval_samples_per_second": 353.411, | |
| "eval_steps_per_second": 5.56, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 0.007667860481888056, | |
| "learning_rate": 2.7299887471028354e-06, | |
| "loss": 0.0008, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9552, | |
| "eval_loss": 0.20396152138710022, | |
| "eval_runtime": 10.8267, | |
| "eval_samples_per_second": 346.365, | |
| "eval_steps_per_second": 5.449, | |
| "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 | |
| } | |