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mask-rcnn-fpn optimize #212

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mask-rcnn-fpn optimize#212
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zhaoyuchen2018

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@zhaoyuchen2018
zhaoyuchen2018
opened on Sep 19, 2019
  • 负责人：
    zhaoyuchen
  • 测试环境
    • 显卡驱动:418.39
    • CUDA 9.0 CUDNN7
  • 当前性能对比
    CUDA90

backbone：resnext

场景 Paddle pytorch 对比
单GPU 2.601 3.035 差于 14%

backbone：resnet

场景 Paddle pytorch 对比
单GPU 5.568 5.922 差于 6%

Activity

  1. zhaoyuchen2018 commented on Sep 19, 2019

    @zhaoyuchen2018
    zhaoyuchen2018
    on Sep 19, 2019
    CollaboratorAuthor

    backbone: resnet

    op profile如下图所示：

    image

  2. zhaoyuchen2018 commented on Sep 19, 2019

    @zhaoyuchen2018
    zhaoyuchen2018
    on Sep 19, 2019
    CollaboratorAuthor

    backbone resnext:
    op profile
    image

  3. zhaoyuchen2018
    self-assigned this
    on Sep 19, 2019
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