stage_1_and_2.py: do gradient scale only for fp16 #3166
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guoyejun
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jeffra,
tjruwase,
samyam and
mrwyattii
as code owners
|
for bf16, the gradient scale is not needed. |
tjruwase
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Apr 10, 2023
jeffra
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Jun 22, 2023
tjruwase
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Jul 3, 2023
* 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 --------- 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 --------- Co-authored-by: Jeff Rasley <jerasley@microsoft.com> Co-authored-by: Cheng Li <pistasable@gmail.com> * revert PR #3166, it disabled grad clip for bf16 * ensure no loss scaling for non-fp16 dtypes * 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 --------- 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 --------- 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 --------- 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> --------- 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: 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: Conglong Li <conglong.li@gmail.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>
zhangir-azerbayev
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Aug 4, 2023
…osoft#3790) * zero++ tutorial PR (microsoft#3783) * [Fix] _conv_flops_compute when padding is a str and stride=1 (microsoft#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 --------- Co-authored-by: Cheng Li <pistasable@gmail.com> Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com> * fix interpolate flops compute (microsoft#3782) * use `Flops Profiler` to test `model.generate()` (microsoft#2515) * Update profiler.py * pre-commit run --all-files * Delete .DS_Store * Delete .DS_Store * Delete .DS_Store --------- Co-authored-by: Jeff Rasley <jerasley@microsoft.com> Co-authored-by: Cheng Li <pistasable@gmail.com> * revert PR microsoft#3166, it disabled grad clip for bf16 * ensure no loss scaling for non-fp16 dtypes * revert PR microsoft#3611 (microsoft#3786) * bump to 0.9.6 * ZeRO++ chinese blog (microsoft#3793) * zeropp chinese blog * try better quality images * make title larger * even larger... * various fix * center captions * more fixes * fix format * remove staging trigger (microsoft#3792) * DeepSpeed-Triton for Inference (microsoft#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++ (microsoft#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 (microsoft#3796) * Add ZeRO++ Japanese blog (microsoft#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 --------- Co-authored-by: HeyangQin <heyangqin@microsoft.com> Co-authored-by: Conglong Li <conglong.li@gmail.com> * Bug Fixes for autotuner and flops profiler (microsoft#1880) * fix autotuner when backward is not called * fix format --------- Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com> * Missing strided copy for gated MLP (microsoft#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. (microsoft#3789) Co-authored-by: Jeff Rasley <jerasley@microsoft.com> * bump to 0.10.0 * Fix Bug in transform.cu (microsoft#3534) * Bug fix * Fixed formatting error --------- Co-authored-by: Logan Adams <114770087+loadams@users.noreply.github.com> * bug fix: triton importing error (microsoft#3799) Co-authored-by: Stephen Youn <styoun@microsoft.com> Co-authored-by: Jeff Rasley <jerasley@microsoft.com> --------- 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: 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: Conglong Li <conglong.li@gmail.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>
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