hack_ai团队作品提交（patches.zip我的git识别不了，只能改下文件名）#118
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zhouyifeng888 wants to merge 3 commits intomindspore-lab:devfrom
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hack_ai团队作品提交（patches.zip我的git识别不了，只能改下文件名）#118zhouyifeng888 wants to merge 3 commits intomindspore-lab:devfrom
zhouyifeng888 wants to merge 3 commits intomindspore-lab:devfrom
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qhzhuang
requested changes
Dec 9, 2025
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qhzhuang
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qhzhuang
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为什么提交了一个docx格式的README.
日志可以放到README.md的表里面
参考: https://github.com/mindspore-lab/competition/pull/111/files
patch文件手动git add patch.zip呢, 或者改下gitignore 取消对zip的ignore
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已修改，那个zip包不知道为何我的git就是识别不了，就是没法git add，各种操作都不行，但如果打包的不是补丁文件就可以，所以最后改成文件夹提交了 |
qhzhuang
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Dec 16, 2025
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| # 1.最终提交的方案： | ||
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| 把每一层的moe 每个专家的权重事先都合并起来，然后推理的时候就执行一次；从而避开了每个专家需要单独执行，以及帅选出需要执行的专家的逻辑，动态图执行的大部分耗时都在python时间上（一些python逻辑，调用相关python api触发算子下发等操作），即cpu耗时，在鲲鹏环境中，这个特性尤其明显，哪怕绑核后，相比x86环境这个耗时也更加巨大；而该方案，避开了刷选专家的逻辑，即避开了很多相关api的调用，节省了大量的python时间，以及所有专家都合并起来了，也就是不需要循环调用每个专家，python api的调用次数也大大减少，尤其prefill阶段，自然也节省了大量的python时间；还有，原本的实现中，挑选moe的逻辑用到了nonzero等比较耗时的算子，该方案由于没有挑选逻辑，所以也避开了nonzero这样非常耗时的算子； |
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| 任务执行结果: | |||
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这个文件可以去掉, 把内容挪到README.md里并做下说明是判题机器执行结果即可
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hack_ai团队作品提交（patches.zip我的git识别不了，只能改下文件名）