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PaddlePaddle的嵌入式端性能优化问题 #2966

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Noplz opened this issue Jul 19, 2017 · 1 comment
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PaddlePaddle的嵌入式端性能优化问题 #2966

Noplz opened this issue Jul 19, 2017 · 1 comment
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@Noplz
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Noplz commented Jul 19, 2017

目前越来越多的产品与项目都在移动端上有使用深度学习模型进行预测的需求,如果paddle在移动端有足够的优势就可以替代我们目前一些产品中使用其他框架的预测模块。在手机端产品中由于计算资源非常有限,所以对性能要求可能比较苛刻,不知道paddle在移动端能否达到以下的要求:
1.在手机端整个框架打包后大小在1MB左右。
2.在手机端预测时在输入图片大小为224x224情况下,内存消耗小于50MB。(主流模型均可)
3.关于手机端预测速度因为不同手机计算资源差异较大,就希望越快越好了。

最后祝PaddlePaddle越做越好:)

@Noplz Noplz changed the title PaddlePaddle的嵌入是端性能优化问题 PaddlePaddle的嵌入式端性能优化问题 Jul 19, 2017
@hedaoyuan
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The problem mentioned here has been solved, so I close this issue.

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