{ "best_metric": 0.31866666666666665, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0251/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": 19.144601821899414, "learning_rate": 0.0005, "loss": 3.4476, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.192, "eval_loss": 3.0185365676879883, "eval_runtime": 6.1965, "eval_samples_per_second": 605.183, "eval_steps_per_second": 9.522, "step": 333 }, { "epoch": 2.0, "grad_norm": 21.085098266601562, "learning_rate": 0.0005, "loss": 2.961, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.23493333333333333, "eval_loss": 2.8776988983154297, "eval_runtime": 5.9337, "eval_samples_per_second": 631.981, "eval_steps_per_second": 9.943, "step": 666 }, { "epoch": 3.0, "grad_norm": 15.725351333618164, "learning_rate": 0.0005, "loss": 2.8214, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.25333333333333335, "eval_loss": 2.7795941829681396, "eval_runtime": 5.8665, "eval_samples_per_second": 639.223, "eval_steps_per_second": 10.057, "step": 999 }, { "epoch": 4.0, "grad_norm": 19.15825653076172, "learning_rate": 0.0005, "loss": 2.6989, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.30533333333333335, "eval_loss": 2.6084768772125244, "eval_runtime": 6.1289, "eval_samples_per_second": 611.856, "eval_steps_per_second": 9.627, "step": 1332 }, { "epoch": 5.0, "grad_norm": 15.900651931762695, "learning_rate": 0.0005, "loss": 2.5802, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.31866666666666665, "eval_loss": 2.542264699935913, "eval_runtime": 5.8743, "eval_samples_per_second": 638.369, "eval_steps_per_second": 10.044, "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 }