{ "best_metric": 0.0428813174366951, "best_model_checkpoint": "vit-large-patch16-224-dungeon-geo-morphs-009/checkpoint-30", "epoch": 23.285714285714285, "eval_steps": 10, "global_step": 35, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 6.571428571428571, "grad_norm": 11.312771797180176, "learning_rate": 1.6774193548387098e-05, "loss": 0.7303, "step": 10 }, { "epoch": 6.571428571428571, "eval_accuracy": 0.9444444444444444, "eval_loss": 0.2536006569862366, "eval_runtime": 0.5169, "eval_samples_per_second": 69.645, "eval_steps_per_second": 9.673, "step": 10 }, { "epoch": 13.285714285714286, "grad_norm": 0.3420407474040985, "learning_rate": 1.0322580645161291e-05, "loss": 0.0464, "step": 20 }, { "epoch": 13.285714285714286, "eval_accuracy": 0.9444444444444444, "eval_loss": 0.07371743768453598, "eval_runtime": 0.5555, "eval_samples_per_second": 64.807, "eval_steps_per_second": 9.001, "step": 20 }, { "epoch": 19.857142857142858, "grad_norm": 0.0735401064157486, "learning_rate": 3.870967741935484e-06, "loss": 0.0017, "step": 30 }, { "epoch": 19.857142857142858, "eval_accuracy": 1.0, "eval_loss": 0.0428813174366951, "eval_runtime": 0.7904, "eval_samples_per_second": 45.547, "eval_steps_per_second": 6.326, "step": 30 }, { "epoch": 23.285714285714285, "step": 35, "total_flos": 3.068073182851891e+17, "train_loss": 0.22250466719269751, "train_runtime": 172.5314, "train_samples_per_second": 10.143, "train_steps_per_second": 0.203 } ], "logging_steps": 10, "max_steps": 35, "num_input_tokens_seen": 0, "num_train_epochs": 35, "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": 3.068073182851891e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }