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【PaddlePaddle Hackathon】95 实现兼容 SageMaker 平台的 PaddlePaddle 训练容器 #35973

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tizhou86 opened this issue Sep 23, 2021 · 1 comment

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@tizhou86
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tizhou86 commented Sep 23, 2021

(此 ISSUE 为 PaddlePaddle Hackathon 活动的任务 ISSUE,更多详见PaddlePaddle Hackathon

【任务说明】

  • 任务标题:实现兼容 SageMaker 平台的 PaddlePaddle训练容器

  • 技术标签:框架,C++,Python,Docker

  • 任务难度:中等

  • 详细描述: Amazon SageMaker 是一项全托管端到端机器学习服务,可帮助数据科学家、开发人员以及机器学习专家快速构建、训练并托管规模化机器学习模型。PaddlePaddle 框架可以通过自带容器(BYOC,Bring Your Own Container)的方式在 Amazon SageMaker 中进行训练。在本项目中,你需要实现兼容 SageMaker 平台的 PaddlePaddle 训练容器。

    步骤:

    1. 参考文章:https://docs.aws.amazon.com/sagemaker/latest/dg/model-monitor-byoc-containers.html ,了解任务具体形式和内容
    2. 查阅相关文档和代码:https://docs.aws.amazon.com/sagemaker/latest/dg/build-your-own-processing-container.html
    3. 完成 PaddlePaddle 训练在 AWS SageMaker 上的运行 demo
    4. 生成PR和相关文档

【提交内容】

【技术要求】

  • 熟练掌握 C++,Python

  • 熟悉公有云相关操作

  • 了解 Docker 容器技术

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