{ "config": { "train_dir": "data\\sevir_mini\\local\\train", "val_dir": "data\\sevir_mini\\local\\val", "output_dir": "runs\\sevir-finetuned", "input_frames": 6, "target_frames": 6, "image_size": [ 64, 64 ], "batch_size": 8, "epochs": 5, "learning_rate": 0.0001, "base_channels": 8, "num_workers": 0, "seed": 42, "device": "auto", "amp": true, "checkpoint_name": "rainmap-nowcasting-sevir-finetuned.safetensors", "resume_from": "runs\\sevir-base\\rainmap-nowcasting-sevir-base.safetensors", "dataset_name": "SEVIR VIL mini local fine-tune", "model_warning": "Small SEVIR VIL subset fine-tuned benchmark model. Not for operational weather forecasting." }, "device": "cpu", "train_samples": 152, "val_samples": 152, "history": [ { "epoch": 1, "train_mse": 0.009678943915978858, "val_mse": 0.008939616921308794, "val_mae": 0.07144552077117719 }, { "epoch": 2, "train_mse": 0.008931465912610292, "val_mse": 0.008647265770521603, "val_mae": 0.06976475743086714 }, { "epoch": 3, "train_mse": 0.008475367739600571, "val_mse": 0.008904078950811373, "val_mae": 0.07051817798300793 }, { "epoch": 4, "train_mse": 0.008088804560860521, "val_mse": 0.00873093365838653, "val_mae": 0.06940647508752973 }, { "epoch": 5, "train_mse": 0.007787488449953105, "val_mse": 0.008748720694137247, "val_mae": 0.0691864206210563 } ], "best_val_mse": 0.008647265770521603, "warning": "Small SEVIR VIL subset fine-tuned benchmark model. Not for operational weather forecasting.", "resume_from": "runs\\sevir-base\\rainmap-nowcasting-sevir-base.safetensors" }