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Pre-generate cu_seqlens argmin and max_seqlen to remove host-to-device sync #8108

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merged 4 commits into from
Jan 18, 2024

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@erhoo82 erhoo82 commented Jan 2, 2024

…e data copies

What does this PR do ?

At SFT, pre-generate cu_seqlens_argmin and max_seqlen to skip CPU-side computation on the main process.
This removes host-to-device sync, which is performance-critical when each kernel execution is short.

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  • Add specific line by line info of high level changes in this PR.

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# Add a code snippet demonstrating how to use this 

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erhoo82 commented Jan 3, 2024

jenkins

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erhoo82 commented Jan 10, 2024

jenkins

cuichenx
cuichenx previously approved these changes Jan 10, 2024
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LGTM thanks!

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erhoo82 commented Jan 11, 2024

@ericharper
Please review this PR.

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Just waiting on internal CI tests. They look good so far. We'll most likely merge first thing tomorrow.

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erhoo82 commented Jan 16, 2024

jenkins

…e data copies

Signed-off-by: Sangkug Lym <[email protected]>

[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci
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LGTM. Thanks!

Ran nemo-ci as well and all tests passed.

@ericharper ericharper merged commit 6c40209 into NVIDIA:main Jan 18, 2024
11 checks passed
minitu pushed a commit to minitu/NeMo that referenced this pull request Jan 19, 2024
…e data copies (NVIDIA#8108)

Signed-off-by: Sangkug Lym <[email protected]>

[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Co-authored-by: Eric Harper <[email protected]>
akoumpa pushed a commit to akoumpa/NeMo that referenced this pull request Jan 20, 2024
…e data copies (NVIDIA#8108)

Signed-off-by: Sangkug Lym <[email protected]>

[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Co-authored-by: Eric Harper <[email protected]>
stevehuang52 pushed a commit that referenced this pull request Jan 31, 2024
…e data copies (#8108)

Signed-off-by: Sangkug Lym <[email protected]>

[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Co-authored-by: Eric Harper <[email protected]>
Signed-off-by: stevehuang52 <[email protected]>
ssh-meister pushed a commit to ssh-meister/NeMo that referenced this pull request Feb 15, 2024
…e data copies (NVIDIA#8108)

Signed-off-by: Sangkug Lym <[email protected]>

[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Co-authored-by: Eric Harper <[email protected]>
Signed-off-by: Sasha Meister <[email protected]>
pablo-garay pushed a commit that referenced this pull request Mar 19, 2024
…e data copies (#8108)

Signed-off-by: Sangkug Lym <[email protected]>

[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Co-authored-by: Eric Harper <[email protected]>
Signed-off-by: Pablo Garay <[email protected]>
rohitrango pushed a commit to rohitrango/NeMo that referenced this pull request Jun 25, 2024
…e data copies (NVIDIA#8108)

Signed-off-by: Sangkug Lym <[email protected]>

[pre-commit.ci] auto fixes from pre-commit.com hooks

for more information, see https://pre-commit.ci

Co-authored-by: Eric Harper <[email protected]>
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3 participants