DeepSpeed4Science (#4357)
* zero++ tutorial PR (#3783)
* [Fix] _conv_flops_compute when padding is a str and stride=1 (#3169)
* fix conv_flops_compute when padding is a str when stride=1
* fix error
* change type of paddings to tuple
* fix padding calculation
* apply formatting check
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Co-authored-by: Cheng Li <pistasable@gmail.com>
Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
* fix interpolate flops compute (#3782)
* use `Flops Profiler` to test `model.generate()` (#2515)
* Update profiler.py
* pre-commit run --all-files
* Delete .DS_Store
* Delete .DS_Store
* Delete .DS_Store
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Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
Co-authored-by: Cheng Li <pistasable@gmail.com>
* revert PR #3611 (#3786)
* bump to 0.9.6
* ZeRO++ chinese blog (#3793)
* zeropp chinese blog
* try better quality images
* make title larger
* even larger...
* various fix
* center captions
* more fixes
* fix format
* remove staging trigger (#3792)
* DeepSpeed-Triton for Inference (#3748)
Co-authored-by: Stephen Youn <styoun@microsoft.com>
Co-authored-by: Arash Bakhtiari <arash@bakhtiari.org>
Co-authored-by: Cheng Li <pistasable@gmail.com>
Co-authored-by: Ethan Doe <yidoe@microsoft.com>
Co-authored-by: yidoe <68296935+yidoe@users.noreply.github.com>
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
* ZeRO++ (#3784)
Co-authored-by: HeyangQin <heyangqin@microsoft.com>
Co-authored-by: GuanhuaWang <alexwgh333@gmail.com>
Co-authored-by: cmikeh2 <connorholmes@microsoft.com>
Co-authored-by: Ammar Ahmad Awan <ammar.awan@microsoft.com>
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
Co-authored-by: Michael Wyatt <michaelwyatt@microsoft.com>
Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>
* adding zero++ to navigation panel of deepspeed.ai (#3796)
* Add ZeRO++ Japanese blog (#3797)
* zeropp chinese blog
* try better quality images
* make title larger
* even larger...
* various fix
* center captions
* more fixes
* fix format
* add ZeRO++ Japanese blog
* add links
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Co-authored-by: HeyangQin <heyangqin@microsoft.com>
Co-authored-by: Conglong Li <conglong.li@gmail.com>
* Bug Fixes for autotuner and flops profiler (#1880)
* fix autotuner when backward is not called
* fix format
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Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
* Missing strided copy for gated MLP (#3788)
Co-authored-by: Ammar Ahmad Awan <ammar.awan@microsoft.com>
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com>
* Requires grad checking. (#3789)
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
* bump to 0.10.0
* Fix Bug in transform.cu (#3534)
* Bug fix
* Fixed formatting error
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Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com>
* bug fix: triton importing error (#3799)
Co-authored-by: Stephen Youn <styoun@microsoft.com>
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
* DeepSpeed4Science (#569)
* Integrating evoformer attention
* add cutlass version check
* Updaate error message
* add benchmark
* Update
* Update evoformer_attn.py
* Update run_evoformer_test.py
* Update evoformer_attn.py
* Update run_evoformer_test.py
* support more GPU archs
* add copyright
* add tests
* Fix bugs
* Update benchmark
* update
* Fix nvcc macro
* clean code
* fix formatting
* fix yaml import
* skip unit test when not compatible
* fix yaml requirement
* revert changes
* update tutorial
* update
* fix formatting
* fix format
* skip evoformer attn in pre-compile-ops
* revert changes
* update tutorial
* fix cutlass check
* update tutorial
* refactor tutorial
* revise
* Updated the Megatron-DS section (#565)
* Updated the Megatron-DS section
* minor fix
* minor fix
* minor fix
* separate evoformer tutorial
* Revised the ds4science landing page (#566)
* Updated the Megatron-DS section
* minor fix
* minor fix
* minor fix
* Revised the landing page
* Revised the landing page
* Removing unused file
* fix links image position
* modify main page
* fix doc
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Co-authored-by: Shiyang Chen <csycfl@gmail.com>
Co-authored-by: Minjia Zhang <33713995+minjiaz@users.noreply.github.com>
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Co-authored-by: Heyang Qin <heyangqin@microsoft.com>
Co-authored-by: Bill Luo <50068224+zhiruiluo@users.noreply.github.com>
Co-authored-by: Cheng Li <pistasable@gmail.com>
Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Guorun <84232793+CaffreyR@users.noreply.github.com>
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
Co-authored-by: stephen youn <13525892+stephen-youn@users.noreply.github.com>
Co-authored-by: Stephen Youn <styoun@microsoft.com>
Co-authored-by: Arash Bakhtiari <arash@bakhtiari.org>
Co-authored-by: Ethan Doe <yidoe@microsoft.com>
Co-authored-by: yidoe <68296935+yidoe@users.noreply.github.com>
Co-authored-by: GuanhuaWang <alexwgh333@gmail.com>
Co-authored-by: cmikeh2 <connorholmes@microsoft.com>
Co-authored-by: Ammar Ahmad Awan <ammar.awan@microsoft.com>
Co-authored-by: Michael Wyatt <michaelwyatt@microsoft.com>
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>
Co-authored-by: Masahiro Tanaka <81312776+tohtana@users.noreply.github.com>
Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com>
Co-authored-by: Joe Mayer <114769929+jomayeri@users.noreply.github.com>
Co-authored-by: Ramya Ramineni <62723901+rraminen@users.noreply.github.com>
Co-authored-by: Shiyang Chen <csycfl@gmail.com>
Co-authored-by: Minjia Zhang <33713995+minjiaz@users.noreply.github.com>
