{ "best_metric": 0.0366968959569931, "best_model_checkpoint": "vit-large-patch16-224-dungeon-geo-morphs-007/checkpoint-10", "epoch": 20.571428571428573, "eval_steps": 10, "global_step": 31, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 6.571428571428571, "grad_norm": 0.000408386840717867, "learning_rate": 1.555555555555556e-05, "loss": 0.0, "step": 10 }, { "epoch": 6.571428571428571, "eval_accuracy": 0.9722222222222222, "eval_loss": 0.0366968959569931, "eval_runtime": 0.6753, "eval_samples_per_second": 53.307, "eval_steps_per_second": 7.404, "step": 10 }, { "epoch": 13.285714285714286, "grad_norm": 8.39885396999307e-05, "learning_rate": 8.148148148148148e-06, "loss": 0.0, "step": 20 }, { "epoch": 13.285714285714286, "eval_accuracy": 0.9722222222222222, "eval_loss": 0.06323710083961487, "eval_runtime": 0.4956, "eval_samples_per_second": 72.642, "eval_steps_per_second": 10.089, "step": 20 }, { "epoch": 19.857142857142858, "grad_norm": 6.093415504437871e-05, "learning_rate": 7.407407407407407e-07, "loss": 0.0, "step": 30 }, { "epoch": 19.857142857142858, "eval_accuracy": 0.9722222222222222, "eval_loss": 0.0674421563744545, "eval_runtime": 0.5889, "eval_samples_per_second": 61.134, "eval_steps_per_second": 8.491, "step": 30 }, { "epoch": 20.571428571428573, "step": 31, "total_flos": 2.717436247668818e+17, "train_loss": 4.973743231065812e-06, "train_runtime": 517.3884, "train_samples_per_second": 2.996, "train_steps_per_second": 0.06 } ], "logging_steps": 10, "max_steps": 31, "num_input_tokens_seen": 0, "num_train_epochs": 31, "save_steps": 10, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "early_stopping_threshold": 0.01 }, "attributes": { "early_stopping_patience_counter": 2 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 2.717436247668818e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }