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ceci3 avatar ceci3 commented on June 2, 2024

刚刚尝试配环境使用ppyoloe-r进行离线量化，但加载数据那好像出问题了，
得根据模型适配自己需要的数据读取部分

还有想问在paddledetection中的slim可不可以使用PaddleSlim提供量化分析工具，我觉得这个很不错，可以跳过一些敏感层的量化
理论上是可以的

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shangshanruowo avatar shangshanruowo commented on June 2, 2024

理论上是可以的

但使用起来好像确实有点麻烦，一堆问题......，尤其是对ppyoloe-r的剪枝，可以帮我看这个issues吗，用ppyoloe-r原始s的配置进行减枝出错
PaddlePaddle/PaddleDetection#8831
后面我直接改了一下模型，就可以完整执行下来，但中间有几层卷积关系找不对，所以剪出来的比例是0，这个对应的是这个issues‘
#1737
在最低下我贴出了我改了结构的ppyoloe-r模型剪枝配置

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wanghaoshuang avatar wanghaoshuang commented on June 2, 2024

@shangshanruowo 好的，相关同学会跟进该问题 #1737

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shangshanruowo avatar shangshanruowo commented on June 2, 2024

@shangshanruowo 好的，相关同学会跟进该问题 #1737

感谢回复，我使用在线量化是可以的，还想问一下，在线训练量化默认是采用线性量化的，可以支持非线性量化吗，如果可以请问配置文件中那个字段可以写一下，找了半天文档没找到...

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