{ "best_metric": 0.9696428571428571, "best_model_checkpoint": "vit-large-patch16-224-dungeon-geo-morphs-0-4-28Nov24-004/checkpoint-30", "epoch": 24.0, "eval_steps": 10, "global_step": 30, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 8.0, "grad_norm": 16.39291000366211, "learning_rate": 7.4074074074074075e-06, "loss": 1.283, "step": 10 }, { "epoch": 8.0, "eval_accuracy": 0.7678571428571429, "eval_loss": 0.8580448627471924, "eval_runtime": 7.2394, "eval_samples_per_second": 77.355, "eval_steps_per_second": 4.835, "step": 10 }, { "epoch": 16.0, "grad_norm": 9.70612621307373, "learning_rate": 3.7037037037037037e-06, "loss": 0.4696, "step": 20 }, { "epoch": 16.0, "eval_accuracy": 0.9446428571428571, "eval_loss": 0.42394301295280457, "eval_runtime": 7.404, "eval_samples_per_second": 75.635, "eval_steps_per_second": 4.727, "step": 20 }, { "epoch": 24.0, "grad_norm": 6.248332500457764, "learning_rate": 0.0, "loss": 0.2003, "step": 30 }, { "epoch": 24.0, "eval_accuracy": 0.9696428571428571, "eval_loss": 0.310621052980423, "eval_runtime": 7.8531, "eval_samples_per_second": 71.31, "eval_steps_per_second": 4.457, "step": 30 }, { "epoch": 24.0, "step": 30, "total_flos": 5.259589576438579e+17, "train_loss": 0.6509599208831787, "train_runtime": 242.164, "train_samples_per_second": 9.911, "train_steps_per_second": 0.124 } ], "logging_steps": 10, "max_steps": 30, "num_input_tokens_seen": 0, "num_train_epochs": 30, "save_steps": 10, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 5.259589576438579e+17, "train_batch_size": 16, "trial_name": null, "trial_params": null }