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【PaddlePaddle Hackathon】71、在PaddleDection,基于PaddleSlim对MaskRCNN模型进行压缩,实现GPU推理加速 #4220

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TCChenlong opened this issue Sep 23, 2021 · 0 comments

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@TCChenlong
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(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:在PaddleDection中基于PaddleSlim对MaskRCNN模型进行压缩,实现GPU推理加速

  • 技术标签:深度学习框架,实例分割,模型压缩

  • 任务难度:中等

  • 详细描述:在PaddleDection中基于PaddleSlim对MaskRCNN模型进行压缩,实现GPU推理加速,不限定模型压缩方法(剪裁/量化),增加文档并提交PR给PaddleDetection。

    基于PaddleDetection进行模型压缩教程 https://github.com/PaddlePaddle/PaddleDetection/tree/release/2.2/configs/slim

【提交内容】

【技术要求】

  • 了解飞桨框架使用,实例分割算法,模型压缩
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