rewrite rpn operation(from numpy to pytorch)#141
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n719710930 wants to merge 3 commits intobubbliiiing:masterfrom
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rewrite rpn operation(from numpy to pytorch)#141n719710930 wants to merge 3 commits intobubbliiiing:masterfrom
n719710930 wants to merge 3 commits intobubbliiiing:masterfrom
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我发现frcnn_trainning.py中的numpy操作极大地影响了训练速度,而且会导致CPU利用率太高,所以我将其中绝大部分numpy操作改为了pytorch操作,在我的实验设置下提速10%左右,每个迭代由1.33 it/s 降低为 1.13it/s
删除冗余代码
注释numpy操作,启用pytorch计算
Owner
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我周末找个时间研究一哈。 |
Owner
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Hello,我发现它在低版本的pytorch中会出现bug,我抓耳挠腮了😂 |
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我发现frcnn_trainning.py中的numpy操作极大地影响了训练速度,而且会导致CPU利用率太高,所以我将其中绝大部分numpy操作改为了pytorch操作,在我的实验设置下提速10%左右,每个迭代由1.33 it/s 降低为 1.13it/s,任保留了作者之前的numpy写法,是可选择的。