Invalid JSON:
Unexpected token 'N', ..."ad_norm": NaN,
"... is not valid JSON
| { | |
| "best_metric": 0.9232, | |
| "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0814/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": 0.06472177803516388, | |
| "learning_rate": 0.0002625, | |
| "loss": 0.5966, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8765333333333334, | |
| "eval_loss": 0.4314057230949402, | |
| "eval_runtime": 11.3555, | |
| "eval_samples_per_second": 330.237, | |
| "eval_steps_per_second": 5.196, | |
| "step": 333 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.09871386736631393, | |
| "learning_rate": 0.000225, | |
| "loss": 0.242, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.8765333333333334, | |
| "eval_loss": 0.4600445628166199, | |
| "eval_runtime": 10.7166, | |
| "eval_samples_per_second": 349.923, | |
| "eval_steps_per_second": 5.505, | |
| "step": 666 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 0.02054961584508419, | |
| "learning_rate": 0.00018749999999999998, | |
| "loss": 0.1337, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.8898666666666667, | |
| "eval_loss": 0.4202483296394348, | |
| "eval_runtime": 10.4185, | |
| "eval_samples_per_second": 359.937, | |
| "eval_steps_per_second": 5.663, | |
| "step": 999 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.11374368518590927, | |
| "learning_rate": 0.00015, | |
| "loss": 0.0778, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8930666666666667, | |
| "eval_loss": 0.4009053409099579, | |
| "eval_runtime": 10.5462, | |
| "eval_samples_per_second": 355.578, | |
| "eval_steps_per_second": 5.594, | |
| "step": 1332 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "grad_norm": 0.010078508406877518, | |
| "learning_rate": 0.0001125, | |
| "loss": 0.0391, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_accuracy": 0.9082666666666667, | |
| "eval_loss": 0.37463992834091187, | |
| "eval_runtime": 10.6785, | |
| "eval_samples_per_second": 351.175, | |
| "eval_steps_per_second": 5.525, | |
| "step": 1665 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.004321741871535778, | |
| "learning_rate": 7.5e-05, | |
| "loss": 0.0135, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_accuracy": 0.9165333333333333, | |
| "eval_loss": 0.3593113422393799, | |
| "eval_runtime": 10.3353, | |
| "eval_samples_per_second": 362.836, | |
| "eval_steps_per_second": 5.709, | |
| "step": 1998 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "grad_norm": NaN, | |
| "learning_rate": 3.7612612612612614e-05, | |
| "loss": 0.0027, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_accuracy": 0.9221333333333334, | |
| "eval_loss": 0.344949871301651, | |
| "eval_runtime": 10.5447, | |
| "eval_samples_per_second": 355.629, | |
| "eval_steps_per_second": 5.595, | |
| "step": 2331 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 0.0035311137326061726, | |
| "learning_rate": 1.1261261261261261e-07, | |
| "loss": 0.0009, | |
| "step": 2664 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_accuracy": 0.9232, | |
| "eval_loss": 0.3251197934150696, | |
| "eval_runtime": 10.3831, | |
| "eval_samples_per_second": 361.165, | |
| "eval_steps_per_second": 5.682, | |
| "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 | |
| } | |