{ "best_metric": 0.5282666666666667, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0717/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": Infinity, "learning_rate": 0.0005, "loss": 3.2316, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.2384, "eval_loss": 2.903496265411377, "eval_runtime": 11.4053, "eval_samples_per_second": 328.795, "eval_steps_per_second": 5.173, "step": 333 }, { "epoch": 2.0, "grad_norm": Infinity, "learning_rate": 0.0005, "loss": 2.6355, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.3373333333333333, "eval_loss": 2.460258960723877, "eval_runtime": 12.7857, "eval_samples_per_second": 293.297, "eval_steps_per_second": 4.615, "step": 666 }, { "epoch": 3.0, "grad_norm": Infinity, "learning_rate": 0.0005, "loss": 2.2707, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.3824, "eval_loss": 2.2871828079223633, "eval_runtime": 11.2305, "eval_samples_per_second": 333.911, "eval_steps_per_second": 5.254, "step": 999 }, { "epoch": 4.0, "grad_norm": 10.376530647277832, "learning_rate": 0.0005, "loss": 1.9735, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.43466666666666665, "eval_loss": 2.043107032775879, "eval_runtime": 11.4433, "eval_samples_per_second": 327.704, "eval_steps_per_second": 5.156, "step": 1332 }, { "epoch": 5.0, "grad_norm": 16.07221794128418, "learning_rate": 0.0005, "loss": 1.7341, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.4706666666666667, "eval_loss": 1.8701802492141724, "eval_runtime": 11.0763, "eval_samples_per_second": 338.561, "eval_steps_per_second": 5.327, "step": 1665 }, { "epoch": 6.0, "grad_norm": 12.31285285949707, "learning_rate": 0.0005, "loss": 1.4894, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.4898666666666667, "eval_loss": 1.7908234596252441, "eval_runtime": 11.1284, "eval_samples_per_second": 336.975, "eval_steps_per_second": 5.302, "step": 1998 }, { "epoch": 7.0, "grad_norm": 11.235486030578613, "learning_rate": 0.0005, "loss": 1.274, "step": 2331 }, { "epoch": 7.0, "eval_accuracy": 0.5282666666666667, "eval_loss": 1.70403254032135, "eval_runtime": 11.4453, "eval_samples_per_second": 327.645, "eval_steps_per_second": 5.155, "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 }