{ "best_metric": 0.4530666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0145/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": 31.972963333129883, "learning_rate": 0.00024054054054054052, "loss": 3.3447, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.23173333333333335, "eval_loss": 2.9204790592193604, "eval_runtime": 13.4771, "eval_samples_per_second": 278.25, "eval_steps_per_second": 4.378, "step": 333 }, { "epoch": 2.0, "grad_norm": 32.09120559692383, "learning_rate": 0.0001805405405405405, "loss": 2.7149, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.2752, "eval_loss": 2.759737014770508, "eval_runtime": 14.2076, "eval_samples_per_second": 263.944, "eval_steps_per_second": 4.153, "step": 666 }, { "epoch": 3.0, "grad_norm": 25.235748291015625, "learning_rate": 0.00012054054054054053, "loss": 2.3849, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.3525333333333333, "eval_loss": 2.3652172088623047, "eval_runtime": 13.3723, "eval_samples_per_second": 280.43, "eval_steps_per_second": 4.412, "step": 999 }, { "epoch": 4.0, "grad_norm": 18.774465560913086, "learning_rate": 6.054054054054053e-05, "loss": 2.0785, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.39626666666666666, "eval_loss": 2.1847448348999023, "eval_runtime": 13.5305, "eval_samples_per_second": 277.151, "eval_steps_per_second": 4.361, "step": 1332 }, { "epoch": 5.0, "grad_norm": 71.85497283935547, "learning_rate": 5.405405405405405e-07, "loss": 1.8001, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.4530666666666667, "eval_loss": 2.0127837657928467, "eval_runtime": 13.6575, "eval_samples_per_second": 274.575, "eval_steps_per_second": 4.32, "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 }