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* add initial content on collective communication * Update mlsys.bib * update megatron-lm/dall-e citations * [collective] basic definition * Update collective.md * [collective] Broadcast * [collective] reduce * [collective] Reduce, Allreduce, Gather, All Gather, Scatter, ReduceScatter * [collective] reorganize op section * Update collective.md * [collective] format * [collective] calculating bandwidth * [collective] ZeRO * [collective] ZeRO and DALL-E * Update collective.md * [collective] remove topology section * [collective] ZeRO and DALL-E * [collective] abstraction * Update collective.md * [collective] abstractions & allreduce to extension * [collective] bandwidth calculation * [collective] move comm interface to summary * [collective] typo * [collective] typo * Update mlsys.bib * Update references (#335) * update ch03 (#338) * update (#339) Co-authored-by: Jiankai-Sun <jkaisun1@gmail.com> * Fix ch10 figures (#341) * fix #264 * Fix figures * Add extended readings (fix #282) * Remove extra spaces * Fix typo * fix #183 * update fonts in figures * fix #184 #263 * fix #184 #263 * fix a bug * fix a bug * fix 183 * fix a bug * fix a text * Merge * add overview figure fix #263 * fix #263 * fix the overview figure Co-authored-by: Dalong <39682259+eedalong@users.noreply.github.com> * Recsys fix (#340) * fix text (#325) * fix reference * update images of explainable ai (#267) (#328) * update explainable ai * update explainable ai * fix citation errors (#60) * fix reference error * update explainable ai * update explainable ai * fix citation errors (#60) * fix reference error * fetch upstream * update explainable ai * fix citation errors (#60) * fix reference error * update explainable ai * remove redundant content * update img of explainable AI(#267) * fix bug in mlsys.bib * fix bug2 in mlsys.bib * rewrite mlsys.bib Co-authored-by: lhy <hlicn@connect.ust.hk> Co-authored-by: Dalong <39682259+eedalong@users.noreply.github.com> Co-authored-by: Luo Mai <luo.mai.cs@gmail.com> * 删除6.2.1小节标题中无效的图片路径 (#337) 6.2.1小节标题中的图片引用在下文出现了，删除该小节标题中无效的图片路径 Co-authored-by: Luo Mai <luo.mai.cs@gmail.com> Co-authored-by: Cheng Lai <laicheng_VIP@163.com> * add extension (#331) Co-authored-by: Luo Mai <luo.mai.cs@gmail.com> * add explainable extension (#343) Co-authored-by: lixiaohui <lixiaohui33@huawei.com> Co-authored-by: Luo Mai <luo.mai.cs@gmail.com> * Update RL chapter (#349) * fix chap12 render * add distributed rl chapter * fix bug * fix issue #212 * fix typo * update imgs * fix chinese * fix svg img * update contents in rl chapter * update marl sys * fix a fig * fix ref * fix error Co-authored-by: Dalong <39682259+eedalong@users.noreply.github.com> * [collevtive] add references * [collective] fix references & add equations * [collective] fix reference and inline comments * [collective] fix code * Update collective.md Co-authored-by: Cheng Lai <laicheng_VIP@163.com> Co-authored-by: Jiarong Han <73918561+hanjr92@users.noreply.github.com> Co-authored-by: Jack <sjkai1@126.com> Co-authored-by: Jiankai-Sun <jkaisun1@gmail.com> Co-authored-by: Yao Fu <fy38607203@163.com> Co-authored-by: Dalong <39682259+eedalong@users.noreply.github.com> Co-authored-by: HaoyangLI <417493727@qq.com> Co-authored-by: lhy <hlicn@connect.ust.hk> Co-authored-by: Luo Mai <luo.mai.cs@gmail.com> Co-authored-by: theseed <feiyuxin1000@sina.com> Co-authored-by: huygens12 <59854698+huygens12@users.noreply.github.com> Co-authored-by: lixiaohui <lixiaohui33@huawei.com> Co-authored-by: Zihan Ding <1402434478@qq.com>