{ "best_metric": 0.3042666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0847/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": 15.830229759216309, "learning_rate": 0.0005, "loss": 3.4544, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.16586666666666666, "eval_loss": 3.1990911960601807, "eval_runtime": 10.9561, "eval_samples_per_second": 342.274, "eval_steps_per_second": 5.385, "step": 333 }, { "epoch": 2.0, "grad_norm": 13.026921272277832, "learning_rate": 0.0005, "loss": 2.9486, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.20506666666666667, "eval_loss": 2.9374606609344482, "eval_runtime": 10.8684, "eval_samples_per_second": 345.035, "eval_steps_per_second": 5.429, "step": 666 }, { "epoch": 3.0, "grad_norm": 12.706247329711914, "learning_rate": 0.0005, "loss": 2.7625, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.24346666666666666, "eval_loss": 2.7772223949432373, "eval_runtime": 11.4136, "eval_samples_per_second": 328.555, "eval_steps_per_second": 5.169, "step": 999 }, { "epoch": 4.0, "grad_norm": 17.92854881286621, "learning_rate": 0.0005, "loss": 2.6184, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.29013333333333335, "eval_loss": 2.6129159927368164, "eval_runtime": 11.2956, "eval_samples_per_second": 331.987, "eval_steps_per_second": 5.223, "step": 1332 }, { "epoch": 5.0, "grad_norm": 11.205282211303711, "learning_rate": 0.0005, "loss": 2.4952, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.3042666666666667, "eval_loss": 2.5770766735076904, "eval_runtime": 10.8205, "eval_samples_per_second": 346.565, "eval_steps_per_second": 5.453, "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 }