24 lines
521 B
Python
24 lines
521 B
Python
# predict.py
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#
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# author: deng
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# date : 20230221
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import torch
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import mlflow
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if __name__ == '__main__':
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# set MLflow server
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mlflow.set_tracking_uri('http://127.0.0.1:5001')
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# load production model
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model = mlflow.pytorch.load_model('models:/fortune_predict_model/production')
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# predict
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my_personal_info = torch.randn(5)
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my_fortune = model(my_personal_info)
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print(my_fortune)
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# save model and env to local file system
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mlflow.pytorch.save_model(model, './fortune_predict_model') |