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2021/12/09/Pytorch%20DDP%E4%BD%BF%E7%94%A8%E6%96%B9%E6%B3%95%E4%BB%A5%E5%8F%8A%E6%B3%A8%E6%84%8F%E7%82%B9/
Pytorch DDP使用方法以及注意点 - Kamino's Blog
Pytorch的DDP指的是DistributedDataParallel,位于torch.nn.parallel中,用于多GPU的模型训练。相比于之前的DP,DDP的速度快了很多。DDP支持多卡多机器,但我没有多机器,所以本文针对最常用的单机器多卡。
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2021/02/23/LaTex%20Math%E8%AF%AD%E6%B3%95/
LaTex Math语法 - Kamino's Blog
一个充满干货的速查语法文章。
https://blog.kamino.link/2021/02/23/LaTex%20Math%E8%AF%AD%E6%B3%95/
2023/09/08/Grad%20Guided%20ZeroShot%20Captioning/
基于梯度下降算法的Zero-shot Captioning方法 - Kamino's Blog
介绍三篇文章,通过梯度下降算法来做zero-shot的image/video captioning,整个过程需要用到一个语言模型(如GPT-2)和一个多模态对比学习模型(如CLIP)。
https://blog.kamino.link/2023/09/08/Grad%20Guided%20ZeroShot%20Captioning/
2021/04/05/%E7%BD%91%E7%BB%9C%E7%88%AC%E8%99%AB%E8%BF%9B%E5%8C%96%E5%8F%B2%EF%BC%8C%E5%8E%9F%E6%9D%A5%E4%BD%A0%E6%98%AF%E8%BF%99%E6%A0%B7%E7%9A%84%E7%88%AC%E8%99%AB%EF%BC%9A%E7%AC%AC3%E6%9C%9F/
网络爬虫进化史,原来你是这样的爬虫:第3期 - Kamino's Blog
上一期,万维网经历了发展最迅速的时期,也经历了泡沫破裂的时期,而爬虫却在背地里偷偷壮大起来,仅仅1994这一年,爬虫的爬取能力就扩大了好几倍,而随着Google的天才工程师们的加入,爬虫也学会团结在一起集体行动。
2021/02/21/%E7%BD%91%E7%BB%9C%E7%88%AC%E8%99%AB%E8%BF%9B%E5%8C%96%E5%8F%B2%EF%BC%8C%E5%8E%9F%E6%9D%A5%E4%BD%A0%E6%98%AF%E8%BF%99%E6%A0%B7%E7%9A%84%E7%88%AC%E8%99%AB%EF%BC%9A%E7%AC%AC1%E6%9C%9F/
网络爬虫进化史,原来你是这样的爬虫:第1期 - Kamino's Blog
2020年的一个平淡的一天,累了一天的你打开手机,发现满朋友圈的“手把手教你写Python爬虫爬取小姐姐照片”广告,有没有疑惑过爬虫究竟是个啥?怎么突然就这么火了?接下来这个系列的文章将会告诉你,爬虫是如何从一只小虫,变成布满整个互联网
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