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基于pd开发的模型是否能加密部署? #964

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grapefruitL opened this issue Jan 12, 2021 · 3 comments
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基于pd开发的模型是否能加密部署? #964

grapefruitL opened this issue Jan 12, 2021 · 3 comments
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@grapefruitL
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你好!我有两个问题:
1、本项目和paddlehub里的部署方案有什么区别?如果我使用pd自己开发的模型需要部署,应该使用哪种方案?
2、基于serving的部署方案(无论本项目还是paddlehub),是否支持模型加密?我搜索到类似问题,不知是否表明已经具备加密部署能力,如果具备是否能提供使用说明文档?

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@TeslaZhao
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TeslaZhao commented Jan 12, 2021

您好!

  1. paddlehub是单模型部署的服务框架,便于获取Paddle生态的预训练模型。paddle serving是paddle生态的服务化推理框架,支持大规模、工业级对标Tensorflow Serving的产品。对于自己开发模型,主要看你的使用场景是否有其他需求,如果没有特殊需求,用2种方式部署都可以。

2.是的,您已经找到了我们开发的关于模型加解密的PR,文档也在同步撰写中,该功能会随着v0.4.1版本(1月底)发布。敬请期待!

@TeslaZhao TeslaZhao self-assigned this Jan 12, 2021
@TeslaZhao TeslaZhao added the question Further information is requested label Jan 12, 2021
@TeslaZhao
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Paddle Serving v0.5.0版本已发布,模型加解密请参考文档:https://github.com/PaddlePaddle/Serving/blob/develop/doc/ENCRYPTION_CN.md

@paddle-bot paddle-bot bot closed this as completed Mar 5, 2024
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