{ "best_metric": 0.8642666666666666, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0711/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": Infinity, "learning_rate": 0.0002800215775878589, "loss": 2.1, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.6984, "eval_loss": 1.0071781873703003, "eval_runtime": 5.6506, "eval_samples_per_second": 663.648, "eval_steps_per_second": 10.441, "step": 333 }, { "epoch": 2.0, "grad_norm": 4.951354503631592, "learning_rate": 0.00022520416388814083, "loss": 0.7086, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.7928, "eval_loss": 0.7094300985336304, "eval_runtime": 6.1544, "eval_samples_per_second": 609.322, "eval_steps_per_second": 9.587, "step": 666 }, { "epoch": 3.0, "grad_norm": 7.999871253967285, "learning_rate": 0.00015023585520713766, "loss": 0.3217, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.8192, "eval_loss": 0.6047146916389465, "eval_runtime": 5.6311, "eval_samples_per_second": 665.94, "eval_steps_per_second": 10.477, "step": 999 }, { "epoch": 4.0, "grad_norm": 0.07931559532880783, "learning_rate": 7.520434931385125e-05, "loss": 0.1115, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.8418666666666667, "eval_loss": 0.5578575134277344, "eval_runtime": 5.6953, "eval_samples_per_second": 658.443, "eval_steps_per_second": 10.359, "step": 1332 }, { "epoch": 5.0, "grad_norm": 0.04709971323609352, "learning_rate": 2.0214277619278762e-05, "loss": 0.022, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.8642666666666666, "eval_loss": 0.5085729956626892, "eval_runtime": 5.7739, "eval_samples_per_second": 649.48, "eval_steps_per_second": 10.218, "step": 1665 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 8.2370660311296e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }