Control ZeRO wall clock timers #849
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tjruwase
requested review from
arashashari,
awan-10,
cli99,
conglongli,
eltonzheng,
minjiaz,
niumanar,
RezaYazdaniAminabadi and
ShadenSmith
as code owners
|
This fixed zero2, thank you! zero3 still still prints for each step, albeit it looks like a different debug: |
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after your last commit other debug prints replaced the old ones, now I get these for each step: It looks like those were added when you re-based this PR branch |
jeffra
approved these changes
Mar 11, 2021
@stas00, what is your |
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You're correct, I had Thank you! |
jeffra
added a commit
to jeffra/DeepSpeed
that referenced
this pull request
Aug 25, 2021
* set adamw_mode default true (follows FusedAdam and < 0.3.11 logic) (microsoft#844) * less scary overflow notice (microsoft#833) Co-authored-by: Jeff Rasley <jerasley@microsoft.com> * Add optimizers and schedules to RTD and updated the corresponding part in the website (microsoft#799) * add optimizers and schedules to rtd * update ds website and fix links * add optimizers and schedules to rtd * update ds website and fix links * add flops profiler to rtd * fix Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com> * small tweaks (microsoft#839) * Control ZeRO wall clock timers (microsoft#849) * Control ZeRO wall clock timers * Disable more ZeRO3 debug prints Co-authored-by: Jeff Rasley <jerasley@microsoft.com> * [WarmupDecayLR] fix log(0) & 1/log(1) bugs (microsoft#772) * fix log(0) & 1/log(1) bugs * simplify Co-authored-by: Jeff Rasley <jerasley@microsoft.com> Co-authored-by: Reza Yazdani <44502768+RezaYazdaniAminabadi@users.noreply.github.com> Co-authored-by: Cheng Li <pistasable@gmail.com> * bump to v0.3.12 * Bug fix: Remove client optimizer param_group list item that does not have 'params' (microsoft#827) Co-authored-by: Jeff Rasley <jerasley@microsoft.com> * [doc] pipeline doc typos/improvements (microsoft#659) Admin merging for pure-doc PR that does not trigger build. * Samyamr/inference hook fix (microsoft#851) * Fix mis-aligned-grad When a parameter is not divisible by world size, the partitioned gradients are mis-aligned due to incorrect padding handling. This PR should fix for that. * Formatting fix * Adding static_scale test back for Z3, and also changing hidden size to be not divisile by world_size * also removing alignment from flat fp16 buffers * Testing for hidden dim alignment * inference hook fix * Update stage3.py * formatting * [bug-fix] move params to gpu if offload params is turned off Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com> Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com> Co-authored-by: Jeff Rasley <jerasley@microsoft.com> * ZeRO Stage 2: Clear reduced gradients (microsoft#856) * Ensure gradients of other partitions are cleared after reduction * Remove redundant code Co-authored-by: Jeff Rasley <jerasley@microsoft.com> * Squash stage3 v1 (microsoft#146) Co-authored-by: Samyam <samyamr@microsoft.com> Co-authored-by: Jeff Rasley <jerasley@microsoft.com> Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com> Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com> Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com> Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com> Co-authored-by: eltonzheng <eltonz@microsoft.com> * formatting fix (microsoft#150) * stage3 bugfix (API) update and simplified FP16 Z3 tests (microsoft#151) * fp16 Z3 API update and bugfix * revert debug change * docs * filling in allocation docs * better assumption docs * doc progress * config json * major docs edits * auto registration works for accessed cases * working on small models. * debugging large-model discovery? * fix discovery to first forward pass? * return obj ext param * support None parameters in auto-discovery Co-authored-by: Jeff Rasley <jerasley@microsoft.com> Co-authored-by: Stas Bekman <stas00@users.noreply.github.com> Co-authored-by: Cheng Li <pistasable@gmail.com> Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com> Co-authored-by: Reza Yazdani <44502768+RezaYazdaniAminabadi@users.noreply.github.com> Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com> Co-authored-by: eltonzheng <eltonz@microsoft.com>
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Ensure ZeRO 2&3 wall clock timers are controlled from deepspeed config.