https://coderlemon17.github.io/ Recent content on Lemon's Blog https://coderlemon17.github.io/%3Clink%20or%20path%20of%20image%20for%20opengraph,%20twitter-cards%3E https://coderlemon17.github.io/%3Clink%20or%20path%20of%20image%20for%20opengraph,%20twitter-cards%3E Hugo -- gohugo.io Fri, 19 Aug 2022 15:08:49 +0800 https://coderlemon17.github.io/posts/2022/08-19-view/ Fri, 19 Aug 2022 15:08:49 +0800 https://coderlemon17.github.io/posts/2022/08-19-view/ Main takeaway 逻辑存储与内存存储 (Contiguous); Stride和Size View, Reshape 和 Permute ⭐: 本文是我最近写代码时的思考, 如果存在不合理或者更好的说明方式欢迎评论区提出. 一些小 https://coderlemon17.github.io/posts/2022/07-18-sela/ Mon, 18 Jul 2022 15:08:49 +0800 https://coderlemon17.github.io/posts/2022/07-18-sela/ 论文信息: ICLR 2020 (Spotlight); 目前引用量: 329 论文链接: https://arxiv.org/pdf/1911.05371.pdf 0. Main Takeaway 通过加入equipartition constraint, 本文将simultaneous clustering and representation learning问题 https://coderlemon17.github.io/posts/2022/07-16-ot/ Sat, 16 Jul 2022 14:26:33 +0800 https://coderlemon17.github.io/posts/2022/07-16-ot/ 0. Main Takeaway 本文主要是对Notes on Optimal Transport 的翻译及整理, 同时重构了原文提供的代码, 整理到了一个Jupyter Notebook中并增加了注释, 方便理解 https://coderlemon17.github.io/posts/2022/05-11-mcmc/ Wed, 11 May 2022 20:30:33 +0800 https://coderlemon17.github.io/posts/2022/05-11-mcmc/ 0. Main Takeaway Sec 1. 介绍了蒙特卡洛采样 (MC) 和拒绝-接受采样. Sec 2. 介绍了马尔可夫链(MC)和基于马尔可夫链的采样. Sec 3. 介绍了马尔可夫链蒙特卡洛采样(MCM https://coderlemon17.github.io/posts/2022/02-14-ddp/ Mon, 14 Feb 2022 21:32:33 +0800 https://coderlemon17.github.io/posts/2022/02-14-ddp/ 0. 前言 Node: 一个节点, 可以理解为一台电脑. Device: 工作设备, 可以简单理解为一张卡, 即一个GPU. Process: 一个进程, 可以简单理解为一个Python程序. Threading: 一个