Add Meteoformer for meteorological forecasting #1126
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Thanks for your contribution! |
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@zhangpu00000 感谢提交PR，请使用pre-commit对代码进行格式化 |
使用pre-commit对代码格式化。
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| # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | |||
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| # Copyright (c) 2023 PaddlePaddle Authors. All Rights Reserved. | |
| # Copyright (c) 2025 PaddlePaddle Authors. All Rights Reserved. |
| solver.eval() | ||
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| @hydra.main(version_base=None, config_path="./conf", config_name="train.yaml") |
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| @hydra.main(version_base=None, config_path="./conf", config_name="train.yaml") | |
| @hydra.main(version_base=None, config_path="./conf", config_name="meteoformer.yaml") |
| hid_T: int = 256, | ||
| N_S: int = 4, | ||
| N_T: int = 4, | ||
| incep_ker: Tuple[int, ...] = [3, 5, 7, 11], |
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默认参数不建议使用list这种可变类型，而是tuple
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| incep_ker: Tuple[int, ...] = [3, 5, 7, 11], | |
| incep_ker: Tuple[int, ...] = (3, 5, 7, 11), |
| groups: int = 8, | ||
| num_classes: int = 4, | ||
| ): | ||
| super(Meteoformer, self).__init__() |
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| super(Meteoformer, self).__init__() | |
| super().__init__() |
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| 该模块使用两层Transformer，提取空间特征更新节点特征： | ||
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| ``` py linenums="8" title="ppsci/arch/Meteoformer.py" |
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本文档的linenums应该跟下方的代码引用起始位置一致，请全文检查一遍
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Describe
add Meteoformer model for meteorological forecasting
add docs for Meteoformer
add examples for Meteoformer
add era5meteo_dataset for Meteoformer