{ "best_metric": 0.6021333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0456/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": Infinity, "learning_rate": 0.0004850126564054637, "loss": 3.0799, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.26266666666666666, "eval_loss": 2.6985745429992676, "eval_runtime": 5.3353, "eval_samples_per_second": 702.868, "eval_steps_per_second": 11.058, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.00044184758936602033, "loss": 2.46, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.37093333333333334, "eval_loss": 2.207042694091797, "eval_runtime": 5.1949, "eval_samples_per_second": 721.862, "eval_steps_per_second": 11.357, "step": 666 }, { "epoch": 3.0, "grad_norm": 6.9866108894348145, "learning_rate": 0.0003754536287075859, "loss": 2.0081, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.44853333333333334, "eval_loss": 1.9422286748886108, "eval_runtime": 5.4058, "eval_samples_per_second": 693.702, "eval_steps_per_second": 10.914, "step": 999 }, { "epoch": 4.0, "grad_norm": 15.059794425964355, "learning_rate": 0.000293928108928647, "loss": 1.6546, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.5088, "eval_loss": 1.722028136253357, "eval_runtime": 5.3814, "eval_samples_per_second": 696.842, "eval_steps_per_second": 10.964, "step": 1332 }, { "epoch": 5.0, "grad_norm": 2.605114698410034, "learning_rate": 0.00020710421090307243, "loss": 1.2661, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.5530666666666667, "eval_loss": 1.5556328296661377, "eval_runtime": 4.8254, "eval_samples_per_second": 777.146, "eval_steps_per_second": 12.227, "step": 1665 }, { "epoch": 6.0, "grad_norm": 12.404691696166992, "learning_rate": 0.00012545417811701015, "loss": 0.8652, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.5778666666666666, "eval_loss": 1.4948747158050537, "eval_runtime": 4.7719, "eval_samples_per_second": 785.855, "eval_steps_per_second": 12.364, "step": 1998 }, { "epoch": 7.0, "grad_norm": 3.777204990386963, "learning_rate": 5.882620955060414e-05, "loss": 0.4799, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.5909333333333333, "eval_loss": 1.4885900020599365, "eval_runtime": 4.3646, "eval_samples_per_second": 859.19, "eval_steps_per_second": 13.518, "step": 2331 }, { "epoch": 8.0, "grad_norm": 5.8714213371276855, "learning_rate": 1.5256621537052151e-05, "loss": 0.2343, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.6021333333333333, "eval_loss": 1.502152442932129, "eval_runtime": 4.4067, "eval_samples_per_second": 850.976, "eval_steps_per_second": 13.389, "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 }