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Published 20 hours ago • verified publisher icon PaddlePaddle

mask-rcnn-fpn optimize

Open zhaoyuchen2018 opened this issue 5 years ago • 2 comments

  • 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%

zhaoyuchen2018 avatar Sep 19 '19 07:09 zhaoyuchen2018

backbone: resnet

op profile如下图所示：

image

zhaoyuchen2018 avatar Sep 19 '19 07:09 zhaoyuchen2018

backbone resnext: op profile image

zhaoyuchen2018 avatar Sep 19 '19 07:09 zhaoyuchen2018