{ "best_metric": 0.8925333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0624/checkpoints/checkpoint-1665", "epoch": 5.0, "eval_steps": 500, "global_step": 1665, "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": 0.7956, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8696, "eval_loss": 0.40108099579811096, "eval_runtime": 11.0616, "eval_samples_per_second": 339.01, "eval_steps_per_second": 5.334, "step": 333 }, { "epoch": 2.0, "grad_norm": 32.65022277832031, "learning_rate": 3e-05, "loss": 0.2051, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8829333333333333, "eval_loss": 0.36772409081459045, "eval_runtime": 11.0034, "eval_samples_per_second": 340.805, "eval_steps_per_second": 5.362, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.20057186484336853, "learning_rate": 3e-05, "loss": 0.0927, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8808, "eval_loss": 0.40599656105041504, "eval_runtime": 11.0196, "eval_samples_per_second": 340.303, "eval_steps_per_second": 5.354, "step": 999 }, { "epoch": 4.0, "grad_norm": 9.938780784606934, "learning_rate": 3e-05, "loss": 0.0613, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8768, "eval_loss": 0.4714314341545105, "eval_runtime": 11.0247, "eval_samples_per_second": 340.144, "eval_steps_per_second": 5.352, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.010139783844351768, "learning_rate": 3e-05, "loss": 0.0407, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8925333333333333, "eval_loss": 0.43482616543769836, "eval_runtime": 11.1691, "eval_samples_per_second": 335.748, "eval_steps_per_second": 5.282, "step": 1665 } ], "logging_steps": 500, "max_steps": 1665, "num_input_tokens_seen": 0, "num_train_epochs": 5, "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": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }