Invalid JSON:
Unexpected token 'N', ..."ad_norm": NaN,
"... is not valid JSON
| { | |
| "best_metric": 0.952, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0755/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": 0.9693148732185364, | |
| "learning_rate": 2.6666666666666667e-05, | |
| "loss": 1.1492, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9309333333333333, | |
| "eval_loss": 0.29058924317359924, | |
| "eval_runtime": 11.491, | |
| "eval_samples_per_second": 326.343, | |
| "eval_steps_per_second": 5.134, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.20783324539661407, | |
| "learning_rate": 2.3333333333333336e-05, | |
| "loss": 0.1666, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9394666666666667, | |
| "eval_loss": 0.22024032473564148, | |
| "eval_runtime": 11.0285, | |
| "eval_samples_per_second": 340.03, | |
| "eval_steps_per_second": 5.35, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 7.3927321434021, | |
| "learning_rate": 1.9999999999999998e-05, | |
| "loss": 0.0757, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9458666666666666, | |
| "eval_loss": 0.1995375007390976, | |
| "eval_runtime": 11.4893, | |
| "eval_samples_per_second": 326.392, | |
| "eval_steps_per_second": 5.135, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.585459291934967, | |
| "learning_rate": 1.6666666666666667e-05, | |
| "loss": 0.0356, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9450666666666667, | |
| "eval_loss": 0.20281289517879486, | |
| "eval_runtime": 11.0559, | |
| "eval_samples_per_second": 339.186, | |
| "eval_steps_per_second": 5.337, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.10677102208137512, | |
| "learning_rate": 1.3333333333333333e-05, | |
| "loss": 0.0191, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9437333333333333, | |
| "eval_loss": 0.22464779019355774, | |
| "eval_runtime": 11.0269, | |
| "eval_samples_per_second": 340.078, | |
| "eval_steps_per_second": 5.351, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.559721827507019, | |
| "learning_rate": 9.999999999999999e-06, | |
| "loss": 0.0115, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9472, | |
| "eval_loss": 0.215084046125412, | |
| "eval_runtime": 10.8599, | |
| "eval_samples_per_second": 345.305, | |
| "eval_steps_per_second": 5.433, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": NaN, | |
| "learning_rate": 6.676676676676677e-06, | |
| "loss": 0.0076, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9509333333333333, | |
| "eval_loss": 0.21209292113780975, | |
| "eval_runtime": 10.9932, | |
| "eval_samples_per_second": 341.119, | |
| "eval_steps_per_second": 5.367, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 0.040960151702165604, | |
| "learning_rate": 3.3433433433433436e-06, | |
| "loss": 0.0054, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.952, | |
| "eval_loss": 0.2060813456773758, | |
| "eval_runtime": 10.9631, | |
| "eval_samples_per_second": 342.057, | |
| "eval_steps_per_second": 5.382, | |
| "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 | |
| } | |