【SCU】【PPSCI Export&Infer No.8】amgnet_cylinder #1027
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@yangrongxinuser 提交代码前请安装pre-commit |
HydrogenSulfate
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Nov 26, 2024
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| def inference(model_path: str, input_data_path: str): | ||
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| model = paddle.jit.load(model_path) | ||
| model.eval() | ||
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| input_data = np.load(input_data_path, allow_pickle=True) | ||
| input_graph = input_data["input_graph"] | ||
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| graph = ppsci.utils.GraphData( | ||
| nodes=input_graph["node_features"], | ||
| edges=input_graph["edges"], | ||
| edge_features=input_graph["edge_features"], | ||
| ) | ||
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| with paddle.no_grad(): | ||
| predictions = model(graph) | ||
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| return { | ||
| "velocity_x": predictions["velocity_x"].numpy(), | ||
| "velocity_y": predictions["velocity_y"].numpy(), | ||
| "pressure": predictions["pressure"].numpy(), | ||
| } | ||
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| result = inference("pretrained_model.pdparams", "input_graph_data.npz") | ||
| print("Velocity X:", result["velocity_x"]) | ||
| print("Velocity Y:", result["velocity_y"]) | ||
| print("Pressure:", result["pressure"]) |
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- 这段代码能运行吗？
- 没有实现export函数
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为amgnet_cylinder算子添加export和inference功能