Invalid JSON:
Unexpected token 'N', ..."ad_norm": NaN,
"... is not valid JSON
| { | |
| "best_metric": 0.9530666666666666, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0973/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": 0.3459686040878296, | |
| "learning_rate": 4.8096988312782174e-05, | |
| "loss": 0.8737, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9309333333333333, | |
| "eval_loss": 0.25418713688850403, | |
| "eval_runtime": 4.4433, | |
| "eval_samples_per_second": 843.961, | |
| "eval_steps_per_second": 13.278, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.7998790740966797, | |
| "learning_rate": 4.267766952966369e-05, | |
| "loss": 0.1233, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9368, | |
| "eval_loss": 0.22817035019397736, | |
| "eval_runtime": 4.6398, | |
| "eval_samples_per_second": 808.226, | |
| "eval_steps_per_second": 12.716, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.867830753326416, | |
| "learning_rate": 3.456708580912725e-05, | |
| "loss": 0.0373, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9464, | |
| "eval_loss": 0.19879227876663208, | |
| "eval_runtime": 4.1351, | |
| "eval_samples_per_second": 906.869, | |
| "eval_steps_per_second": 14.268, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.025567123666405678, | |
| "learning_rate": 2.5e-05, | |
| "loss": 0.013, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9474666666666667, | |
| "eval_loss": 0.1966223567724228, | |
| "eval_runtime": 4.1043, | |
| "eval_samples_per_second": 913.668, | |
| "eval_steps_per_second": 14.375, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.048936352133750916, | |
| "learning_rate": 1.5432914190872757e-05, | |
| "loss": 0.0053, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9509333333333333, | |
| "eval_loss": 0.1998991072177887, | |
| "eval_runtime": 4.0718, | |
| "eval_samples_per_second": 920.978, | |
| "eval_steps_per_second": 14.49, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.013532386161386967, | |
| "learning_rate": 7.3223304703363135e-06, | |
| "loss": 0.0027, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9528, | |
| "eval_loss": 0.19130685925483704, | |
| "eval_runtime": 4.148, | |
| "eval_samples_per_second": 904.047, | |
| "eval_steps_per_second": 14.224, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": NaN, | |
| "learning_rate": 1.91430998468726e-06, | |
| "loss": 0.0022, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9522666666666667, | |
| "eval_loss": 0.189799502491951, | |
| "eval_runtime": 4.1258, | |
| "eval_samples_per_second": 908.91, | |
| "eval_steps_per_second": 14.3, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 0.05273326113820076, | |
| "learning_rate": 1.7383661915504334e-11, | |
| "loss": 0.0019, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9530666666666666, | |
| "eval_loss": 0.1897537112236023, | |
| "eval_runtime": 4.4277, | |
| "eval_samples_per_second": 846.939, | |
| "eval_steps_per_second": 13.325, | |
| "step": 2664 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2664, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 8, | |
| "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": 1.317930564980736e+19, | |
| "train_batch_size": 64, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |