{ "best_metric": 0.9269333333333334, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0974/checkpoints/checkpoint-2331", "epoch": 7.0, "eval_steps": 500, "global_step": 2331, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.2694445252418518, "learning_rate": 2.572715572715573e-05, "loss": 0.8009, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8898666666666667, "eval_loss": 0.348587304353714, "eval_runtime": 8.2957, "eval_samples_per_second": 452.039, "eval_steps_per_second": 7.112, "step": 333 }, { "epoch": 2.0, "grad_norm": 14.025404930114746, "learning_rate": 2.1441441441441442e-05, "loss": 0.1982, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9056, "eval_loss": 0.28767305612564087, "eval_runtime": 6.8858, "eval_samples_per_second": 544.596, "eval_steps_per_second": 8.568, "step": 666 }, { "epoch": 3.0, "grad_norm": 2.551675319671631, "learning_rate": 1.715572715572716e-05, "loss": 0.0816, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9122666666666667, "eval_loss": 0.2928467392921448, "eval_runtime": 7.1647, "eval_samples_per_second": 523.397, "eval_steps_per_second": 8.235, "step": 999 }, { "epoch": 4.0, "grad_norm": 23.90164566040039, "learning_rate": 1.287001287001287e-05, "loss": 0.0377, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9176, "eval_loss": 0.29722458124160767, "eval_runtime": 7.0525, "eval_samples_per_second": 531.729, "eval_steps_per_second": 8.366, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.1511356681585312, "learning_rate": 8.584298584298585e-06, "loss": 0.0137, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9218666666666666, "eval_loss": 0.2734692692756653, "eval_runtime": 6.7688, "eval_samples_per_second": 554.014, "eval_steps_per_second": 8.716, "step": 1665 }, { "epoch": 6.0, "grad_norm": 0.0006047762581147254, "learning_rate": 4.298584298584299e-06, "loss": 0.0037, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.92, "eval_loss": 0.2928309440612793, "eval_runtime": 6.7715, "eval_samples_per_second": 553.793, "eval_steps_per_second": 8.713, "step": 1998 }, { "epoch": 7.0, "grad_norm": 0.0771004781126976, "learning_rate": 1.2870012870012871e-08, "loss": 0.0014, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.9269333333333334, "eval_loss": 0.2835957109928131, "eval_runtime": 6.9805, "eval_samples_per_second": 537.21, "eval_steps_per_second": 8.452, "step": 2331 } ], "logging_steps": 500, "max_steps": 2331, "num_input_tokens_seen": 0, "num_train_epochs": 7, "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": 1.153189244358144e+19, "train_batch_size": 64, "trial_name": null, "trial_params": null }