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MCORE interface for TP-only FP8 AMAX reduction #10437

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merged 2 commits into from
Sep 11, 2024

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erhoo82
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@erhoo82 erhoo82 commented Sep 9, 2024

What does this PR do ?

Performance FP8 AMAX reduction in TP (+CP) domain only compared to the default domain of TP+DP (+CP).
TP-only FP8 reduction would only work with training from scratch at the moment.

Changelog

  • Add model.tp_only_amax_red to TransformerConfig interface

Usage

  • Set model.tp_only_amax_red=True to reduce FP8 AMAX only in TP (+CP) domain

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@github-actions github-actions bot added the NLP label Sep 9, 2024
akoumpa
akoumpa previously approved these changes Sep 9, 2024
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LGTM, thanks.

Let's merge this once #10423 is passed.

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akoumpa commented Sep 9, 2024

Talked with @erhoo82 offline 8307fcda5fff57ab0e77131b09bf37da997ec1f2 is sufficient for this PR.

Signed-off-by: Alexandros Koumparoulis <[email protected]>
@pablo-garay pablo-garay merged commit 46aa1ee into NVIDIA:main Sep 11, 2024
147 of 153 checks passed
adityavavre pushed a commit to adityavavre/NeMo that referenced this pull request Sep 15, 2024
Signed-off-by: Sangkug Lym <[email protected]>
Signed-off-by: Alexandros Koumparoulis <[email protected]>
Co-authored-by: Alexandros Koumparoulis <[email protected]>
Signed-off-by: adityavavre <[email protected]>
@akoumpa akoumpa added the r2.0.0 label Sep 23, 2024
monica-sekoyan pushed a commit that referenced this pull request Oct 14, 2024
Signed-off-by: Sangkug Lym <[email protected]>
Signed-off-by: Alexandros Koumparoulis <[email protected]>
Co-authored-by: Alexandros Koumparoulis <[email protected]>
tomlifu pushed a commit to tomlifu/NeMo that referenced this pull request Oct 25, 2024
Signed-off-by: Sangkug Lym <[email protected]>
Signed-off-by: Alexandros Koumparoulis <[email protected]>
Co-authored-by: Alexandros Koumparoulis <[email protected]>
Signed-off-by: Lifu Zhang <[email protected]>
tomlifu pushed a commit to tomlifu/NeMo that referenced this pull request Oct 25, 2024
Signed-off-by: Sangkug Lym <[email protected]>
Signed-off-by: Alexandros Koumparoulis <[email protected]>
Co-authored-by: Alexandros Koumparoulis <[email protected]>
Signed-off-by: Lifu Zhang <[email protected]>
hainan-xv pushed a commit to hainan-xv/NeMo that referenced this pull request Nov 5, 2024
Signed-off-by: Sangkug Lym <[email protected]>
Signed-off-by: Alexandros Koumparoulis <[email protected]>
Co-authored-by: Alexandros Koumparoulis <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
XuesongYang pushed a commit to paarthneekhara/NeMo that referenced this pull request Jan 18, 2025
Signed-off-by: Sangkug Lym <[email protected]>
Signed-off-by: Alexandros Koumparoulis <[email protected]>
Co-authored-by: Alexandros Koumparoulis <[email protected]>
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3 participants