{ "best_metric": 0.9026666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0167/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": 3e-05, "loss": 0.8255, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8685333333333334, "eval_loss": 0.42356276512145996, "eval_runtime": 6.0581, "eval_samples_per_second": 619.002, "eval_steps_per_second": 9.739, "step": 333 }, { "epoch": 2.0, "grad_norm": 0.6156761646270752, "learning_rate": 3e-05, "loss": 0.1992, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8909333333333334, "eval_loss": 0.36208847165107727, "eval_runtime": 5.7038, "eval_samples_per_second": 657.459, "eval_steps_per_second": 10.344, "step": 666 }, { "epoch": 3.0, "grad_norm": 14.46304702758789, "learning_rate": 3e-05, "loss": 0.0838, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8992, "eval_loss": 0.3513196110725403, "eval_runtime": 5.6331, "eval_samples_per_second": 665.711, "eval_steps_per_second": 10.474, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.08811438083648682, "learning_rate": 3e-05, "loss": 0.0545, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9024, "eval_loss": 0.38742688298225403, "eval_runtime": 5.5919, "eval_samples_per_second": 670.608, "eval_steps_per_second": 10.551, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.07148344814777374, "learning_rate": 3e-05, "loss": 0.04, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9010666666666667, "eval_loss": 0.399539977312088, "eval_runtime": 5.8917, "eval_samples_per_second": 636.49, "eval_steps_per_second": 10.014, "step": 1665 }, { "epoch": 6.0, "grad_norm": 4.310591220855713, "learning_rate": 3e-05, "loss": 0.0336, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.8941333333333333, "eval_loss": 0.4541224539279938, "eval_runtime": 5.8993, "eval_samples_per_second": 635.665, "eval_steps_per_second": 10.001, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.21748317778110504, "learning_rate": 3e-05, "loss": 0.0265, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.8944, "eval_loss": 0.47688546776771545, "eval_runtime": 5.9203, "eval_samples_per_second": 633.416, "eval_steps_per_second": 9.966, "step": 2331 }, { "epoch": 8.0, "grad_norm": 0.009320047684013844, "learning_rate": 3e-05, "loss": 0.0212, "step": 2664 }, { "epoch": 8.0, "eval_accuracy": 0.9026666666666666, "eval_loss": 0.4357467591762543, "eval_runtime": 5.8614, "eval_samples_per_second": 639.777, "eval_steps_per_second": 10.066, "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 }