{ "best_metric": 0.9365333333333333, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0708/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": 0.06736242771148682, "learning_rate": 4.525311529382417e-05, "loss": 0.7181, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.8864, "eval_loss": 0.3634602129459381, "eval_runtime": 11.3477, "eval_samples_per_second": 330.464, "eval_steps_per_second": 5.199, "step": 333 }, { "epoch": 2.0, "grad_norm": 5.961985111236572, "learning_rate": 3.277027342564428e-05, "loss": 0.1683, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.9048, "eval_loss": 0.31780967116355896, "eval_runtime": 10.2917, "eval_samples_per_second": 364.371, "eval_steps_per_second": 5.733, "step": 666 }, { "epoch": 3.0, "grad_norm": 0.6636496782302856, "learning_rate": 1.731945121074836e-05, "loss": 0.0592, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.9154666666666667, "eval_loss": 0.3137204349040985, "eval_runtime": 9.9954, "eval_samples_per_second": 375.174, "eval_steps_per_second": 5.903, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.002707029925659299, "learning_rate": 4.802337581094707e-06, "loss": 0.0145, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.9346666666666666, "eval_loss": 0.2524990141391754, "eval_runtime": 9.9935, "eval_samples_per_second": 375.243, "eval_steps_per_second": 5.904, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.0007130519952625036, "learning_rate": 4.4502166460236305e-11, "loss": 0.0019, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.9365333333333333, "eval_loss": 0.248630553483963, "eval_runtime": 10.1118, "eval_samples_per_second": 370.854, "eval_steps_per_second": 5.835, "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 }