{ "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 }