CMU 10-414/714: Deep Learning Systems - CS自学指南 #232
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Replies: 13 comments 27 replies
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感谢佬的推荐!!!🥰🥰 |
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第0个proj就卡住了，精度差一些过不了test。 |
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有没有学习交流群呀 |
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没有，这种群也搞不起来。 |
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想要一起学的可以加我QQ 1395498360 |
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好的，我加你了 |
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这个问题有没有解决办法呀。我在colab上跑能过测试，放到本地就过不了，两边numpy版本也是一样的。我只能归因于环境/硬件导致的精度差异了 🤣 |
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这里也放上一些我找到的课程吧。
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RISE这个有video嘛？还是只有slides |
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请问这个课程现在不能注册影响大吗？只是缺少了在线评测和论坛讨论内容吗？寒假才有时间能学一下，结果发现结课了。。。QAQ |
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有同样的问题，能发邮件给prof申请注册么 |
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所以找到注册的地方了吗? |
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今年很难了，官网上是这么写的 |
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补一个，24年和23年一样没有区别 |
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我觉得这个minitorch项目也不错。 |
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在今年的assignment里面，hw2 question3一直跑不过测试。后来发现是dtype问题，需要从float64转换到float32。 |
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解决了吗？换了 float32 在精度上卡了。大佬求解救 |
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@kaln27，我也遇到了你这个问题，不过我copy了这个仓库（github.com/YconquestY/Needle）的代码，并把bug改掉之后就通过了，我还没来得及和自己的答案做对比，你可以把所有填空的内容都按这个仓库来，然后和自己的答案比较一下。 |
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@wfloveiu，感谢！ |
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我想问一下你们的mugrade在哪里注册的啊，我一直没找到注册入口 |
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这里放一下我找到的一本书吧 AI编译器开发指南 (汪岩) (Z-Library).pdf |
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这本书感觉写的太中式了，很不适合入门 |
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请问有兄弟能提供测评系统的账号吗？有偿～ |
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不用测评系统，我直接离线测试也基本可以保证通过 |
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好的，感谢！ |
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不需要使用在线测评系统的，即使想用，没有学校账号也是无法使用的，我觉得在本地直接使用pytest来进行测试就够了，needle项目中的单元测试写得已经非常好了 |
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有人遇到hw3无法编译的情况吗？好像是cmake版本的问题，有人解决了吗 |
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哪个part？ |
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不过北大学长的答案确实好多都有问题，可能我是写代码的问题，有些我的版本才能过 |
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Attention !! . In the hw4->autograd ,rsub fuc is wrong!. You need to overwrite the rsub |
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矩阵求导功底很差，这门课需要精通矩阵求导吗？ |
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好像PPT中会给出最后的结果，如果你对矩阵求导感兴趣，可以参考这篇博客：https://zhuanlan.zhihu.com/p/262751195，希望对你有帮助～ |
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查表也可以，直接在这个网站上查吧https://www.matrixcalculus.org/ |
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CMU 10-414/714: Deep Learning Systems - CS自学指南
CS自学指南
https://csdiy.wiki/%E6%9C%BA%E5%99%A8%E5%AD%A6%E4%B9%A0%E7%B3%BB%E7%BB%9F/CMU10-414/
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