{ "best_metric": 0.8762666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0125/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": 5e-05, "loss": 0.778, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8546666666666667, "eval_loss": 0.4549023509025574, "eval_runtime": 6.648, "eval_samples_per_second": 564.076, "eval_steps_per_second": 8.875, "step": 333 }, { "epoch": 2.0, "grad_norm": 1.6933355331420898, "learning_rate": 5e-05, "loss": 0.2761, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.8645333333333334, "eval_loss": 0.4213903844356537, "eval_runtime": 6.0468, "eval_samples_per_second": 620.166, "eval_steps_per_second": 9.757, "step": 666 }, { "epoch": 3.0, "grad_norm": 23.67226219177246, "learning_rate": 5e-05, "loss": 0.1616, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8757333333333334, "eval_loss": 0.42269161343574524, "eval_runtime": 6.3909, "eval_samples_per_second": 586.775, "eval_steps_per_second": 9.232, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.000788783363532275, "learning_rate": 5e-05, "loss": 0.123, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8605333333333334, "eval_loss": 0.500343918800354, "eval_runtime": 6.23, "eval_samples_per_second": 601.927, "eval_steps_per_second": 9.47, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.3419888913631439, "learning_rate": 5e-05, "loss": 0.0971, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8762666666666666, "eval_loss": 0.4629918336868286, "eval_runtime": 5.9869, "eval_samples_per_second": 626.363, "eval_steps_per_second": 9.855, "step": 1665 } ], "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": false }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }