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_0681/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": 0.28916457295417786, | |
| "learning_rate": 4.8096988312782174e-05, | |
| "loss": 0.8285, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.9328, | |
| "eval_loss": 0.24862666428089142, | |
| "eval_runtime": 3.9746, | |
| "eval_samples_per_second": 943.488, | |
| "eval_steps_per_second": 14.844, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.1916744709014893, | |
| "learning_rate": 4.267766952966369e-05, | |
| "loss": 0.1185, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9402666666666667, | |
| "eval_loss": 0.20952874422073364, | |
| "eval_runtime": 3.9741, | |
| "eval_samples_per_second": 943.613, | |
| "eval_steps_per_second": 14.846, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 3.403613328933716, | |
| "learning_rate": 3.456708580912725e-05, | |
| "loss": 0.0399, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.9410666666666667, | |
| "eval_loss": 0.20657961070537567, | |
| "eval_runtime": 3.9402, | |
| "eval_samples_per_second": 951.729, | |
| "eval_steps_per_second": 14.974, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.01397969014942646, | |
| "learning_rate": 2.5e-05, | |
| "loss": 0.011, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.948, | |
| "eval_loss": 0.20767022669315338, | |
| "eval_runtime": 3.9317, | |
| "eval_samples_per_second": 953.793, | |
| "eval_steps_per_second": 15.006, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.03432179242372513, | |
| "learning_rate": 1.5432914190872757e-05, | |
| "loss": 0.0043, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9501333333333334, | |
| "eval_loss": 0.20706233382225037, | |
| "eval_runtime": 3.9431, | |
| "eval_samples_per_second": 951.037, | |
| "eval_steps_per_second": 14.963, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.1298101544380188, | |
| "learning_rate": 7.3223304703363135e-06, | |
| "loss": 0.0022, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9517333333333333, | |
| "eval_loss": 0.2100895196199417, | |
| "eval_runtime": 3.9254, | |
| "eval_samples_per_second": 955.31, | |
| "eval_steps_per_second": 15.03, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": NaN, | |
| "learning_rate": 1.91430998468726e-06, | |
| "loss": 0.0016, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9517333333333333, | |
| "eval_loss": 0.21217672526836395, | |
| "eval_runtime": 3.9597, | |
| "eval_samples_per_second": 947.048, | |
| "eval_steps_per_second": 14.9, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 0.0285886712372303, | |
| "learning_rate": 1.7383661915504334e-11, | |
| "loss": 0.0015, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.952, | |
| "eval_loss": 0.21255628764629364, | |
| "eval_runtime": 3.9879, | |
| "eval_samples_per_second": 940.336, | |
| "eval_steps_per_second": 14.795, | |
| "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 | |
| } | |