{ "best_metric": 0.6930860033726813, "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-123", "epoch": 2.946107784431138, "eval_steps": 500, "global_step": 123, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.24, "learning_rate": 3.846153846153846e-05, "loss": 0.689, "step": 10 }, { "epoch": 0.48, "learning_rate": 4.681818181818182e-05, "loss": 0.683, "step": 20 }, { "epoch": 0.72, "learning_rate": 4.2272727272727275e-05, "loss": 0.6604, "step": 30 }, { "epoch": 0.96, "learning_rate": 3.7727272727272725e-05, "loss": 0.6277, "step": 40 }, { "epoch": 0.98, "eval_accuracy": 0.642495784148398, "eval_loss": 0.6069725751876831, "eval_runtime": 3.7565, "eval_samples_per_second": 157.86, "eval_steps_per_second": 5.058, "step": 41 }, { "epoch": 1.2, "learning_rate": 3.318181818181819e-05, "loss": 0.5928, "step": 50 }, { "epoch": 1.44, "learning_rate": 2.863636363636364e-05, "loss": 0.6013, "step": 60 }, { "epoch": 1.68, "learning_rate": 2.4090909090909093e-05, "loss": 0.5974, "step": 70 }, { "epoch": 1.92, "learning_rate": 1.9545454545454546e-05, "loss": 0.557, "step": 80 }, { "epoch": 1.99, "eval_accuracy": 0.6644182124789207, "eval_loss": 0.6569493412971497, "eval_runtime": 3.6917, "eval_samples_per_second": 160.63, "eval_steps_per_second": 5.147, "step": 83 }, { "epoch": 2.16, "learning_rate": 1.5e-05, "loss": 0.546, "step": 90 }, { "epoch": 2.4, "learning_rate": 1.0454545454545455e-05, "loss": 0.5579, "step": 100 }, { "epoch": 2.63, "learning_rate": 5.909090909090909e-06, "loss": 0.5135, "step": 110 }, { "epoch": 2.87, "learning_rate": 1.3636363636363636e-06, "loss": 0.5445, "step": 120 }, { "epoch": 2.95, "eval_accuracy": 0.6930860033726813, "eval_loss": 0.6096150279045105, "eval_runtime": 3.9493, "eval_samples_per_second": 150.152, "eval_steps_per_second": 4.811, "step": 123 }, { "epoch": 2.95, "step": 123, "total_flos": 3.9088528279157146e+17, "train_loss": 0.5964590165673233, "train_runtime": 256.7411, "train_samples_per_second": 62.339, "train_steps_per_second": 0.479 } ], "logging_steps": 10, "max_steps": 123, "num_train_epochs": 3, "save_steps": 500, "total_flos": 3.9088528279157146e+17, "trial_name": null, "trial_params": null }