{ "best_metric": 0.8554216867469879, "best_model_checkpoint": "vit-base-patch16-224-finetuned-eurosat/checkpoint-51", "epoch": 2.914285714285714, "eval_steps": 500, "global_step": 51, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.57, "learning_rate": 4.555555555555556e-05, "loss": 1.3804, "step": 10 }, { "epoch": 0.97, "eval_accuracy": 0.8192771084337349, "eval_loss": 0.5244177579879761, "eval_runtime": 0.7663, "eval_samples_per_second": 324.953, "eval_steps_per_second": 10.44, "step": 17 }, { "epoch": 1.14, "learning_rate": 3.444444444444445e-05, "loss": 0.7528, "step": 20 }, { "epoch": 1.71, "learning_rate": 2.3333333333333336e-05, "loss": 0.52, "step": 30 }, { "epoch": 2.0, "eval_accuracy": 0.8393574297188755, "eval_loss": 0.3711775541305542, "eval_runtime": 0.7646, "eval_samples_per_second": 325.652, "eval_steps_per_second": 10.463, "step": 35 }, { "epoch": 2.29, "learning_rate": 1.2222222222222222e-05, "loss": 0.4363, "step": 40 }, { "epoch": 2.86, "learning_rate": 1.1111111111111112e-06, "loss": 0.3909, "step": 50 }, { "epoch": 2.91, "eval_accuracy": 0.8554216867469879, "eval_loss": 0.3497268557548523, "eval_runtime": 0.7602, "eval_samples_per_second": 327.525, "eval_steps_per_second": 10.523, "step": 51 }, { "epoch": 2.91, "step": 51, "total_flos": 5.057217893112054e+17, "train_loss": 0.689645012219747, "train_runtime": 62.8526, "train_samples_per_second": 106.869, "train_steps_per_second": 0.811 } ], "logging_steps": 10, "max_steps": 51, "num_train_epochs": 3, "save_steps": 500, "total_flos": 5.057217893112054e+17, "trial_name": null, "trial_params": null }