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Efficient Multi-Head Attention (EMHA) support - #5

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Efficient Multi-Head Attention (EMHA) support#5
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@ksivamanksivaman commented Oct 5, 2022

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Add EMHA files
d737a20
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Add tests for EMHA
2c1f748
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
add cutlass
104e42d
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
clean and lint
1031785
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
License and copyright EMHA file
a3e6cd1
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
fix: set global mask mode
104b741
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
document EMHA
d4a6fed
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
cpplinting
d3ef145
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivamanksivaman self-assigned this Oct 5, 2022
@ksivaman
ksivaman marked this pull request as draft October 5, 2022 13:55
@ksivaman
ksivaman requested a review from ptrendxOctober 5, 2022 13:56
@ksivaman
merge main
2605cea
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' ofhttps://github.com/ksivaman/TransformerEngine-1…
cff4f2f
…into emha
@ksivaman
move dropout scaling from softmax to BMM2
9f0973b
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
ksivaman marked this pull request as ready for review December 16, 2022 00:15
@ksivaman
Fix CI build
d249fbd
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman

ksivaman commented Dec 16, 2022

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/te-ci

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ksivaman commented Feb 24, 2023

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Closing for now in favor of #62

@ksivaman
ksivaman deleted the emha branch July 19, 2023 01:39
shifangx pushed a commit to shifangx/TransformerEngine that referenced this pull request Feb 10, 2026
@lxd-cumt@zhaoyinglia
[Version] Reset to TransformerEngine v2.9 (NVIDIA#5)
bae9d3a
# Description
Add the FlagOS multi-chip backend for TransformerEngine
Fixes # (issue)
## Type of change
- [ ] Documentation change (change only to the documentation, either a
fix or a new content)
- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] Infra/Build change
- [ ] Code refactoring
## Changes
Please list the changes introduced in this PR:
- Change A
- Change B
# Checklist:
- [ ] I have read and followed the [contributing
guidelines](https://github.com/NVIDIA/TransformerEngine/blob/main/CONTRIBUTING.rst)
- [ ] The functionality is complete
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] New and existing unit tests pass locally with my changes
---------
Co-authored-by: zhaoyinglia <ylzhao@baai.ac.cn>
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, 'i'); if (__m === '*' || __re.test(location.href)) { // Add copy buttons to all 
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try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '
Efficient Multi-Head Attention (EMHA) support by ksivaman · Pull Request #5 · NVIDIA/TransformerEngine · GitHub
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Efficient Multi-Head Attention (EMHA) support - #5
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ksivaman wants to merge 14 commits into
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ksivaman:emha
Closed
Efficient Multi-Head Attention (EMHA) support#5
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NVIDIA:mainfrom 
ksivaman:emha
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@ksivaman
@ksivamanksivaman
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Oct 5, 2022

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@ksivaman
Add EMHA files
d737a20
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Add tests for EMHA
2c1f748
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
add cutlass
104e42d
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
clean and lint
1031785
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
License and copyright EMHA file
a3e6cd1
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
fix: set global mask mode
104b741
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
document EMHA
d4a6fed
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
cpplinting
d3ef145
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivamanksivaman
self-assigned this
Oct 5, 2022
@ksivaman
ksivaman
marked this pull request as draft
October 5, 2022 13:55
@ksivaman
ksivaman
requested a review
from ptrendxOctober 5, 2022 13:56
@ksivaman
merge main
2605cea
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' ofhttps://github.com/ksivaman/TransformerEngine-1…
cff4f2f
…into emha
@ksivaman
move dropout scaling from softmax to BMM2
9f0973b
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
ksivaman
marked this pull request as ready for review
December 16, 2022 00:15
@ksivaman
Fix CI build
d249fbd
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
ksivaman
commented
Dec 16, 2022

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ksivaman
commented
Feb 24, 2023

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Closing for now in favor of #62
@ksivaman
ksivaman
deleted the

emha

branch
July 19, 2023 01:39
shifangx pushed a commit
to shifangx/TransformerEngine
that referenced
this pull request
Feb 10, 2026
@lxd-cumt@zhaoyinglia
[Version] Reset to TransformerEngine v2.9 (NVIDIA#5)
bae9d3a
# Description
Add the FlagOS multi-chip backend for TransformerEngine
Fixes # (issue)
## Type of change
- [ ] Documentation change (change only to the documentation, either a
fix or a new content)
- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] Infra/Build change
- [ ] Code refactoring
## Changes
Please list the changes introduced in this PR:
- Change A
- Change B
# Checklist:
- [ ] I have read and followed the [contributing
guidelines](https://github.com/NVIDIA/TransformerEngine/blob/main/CONTRIBUTING.rst)
- [ ] The functionality is complete
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] New and existing unit tests pass locally with my changes
---------
Co-authored-by: zhaoyinglia <ylzhao@baai.ac.cn>
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Force GitHub README to respect dark mode
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var style = document.createElement('style');
style.textContent = '
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color-scheme: dark light;
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} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
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try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
Efficient Multi-Head Attention (EMHA) support by ksivaman · Pull Request #5 · NVIDIA/TransformerEngine · GitHub
Skip to content
Efficient Multi-Head Attention (EMHA) support - #5
Closed
ksivaman wants to merge 14 commits into
NVIDIA:mainfrom 
ksivaman:emha
Closed
Efficient Multi-Head Attention (EMHA) support#5
ksivaman wants to merge 14 commits into
NVIDIA:mainfrom 
ksivaman:emha
Conversation
@ksivaman
@ksivamanksivaman
commented
Oct 5, 2022

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@ksivaman
Add EMHA files
d737a20
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Add tests for EMHA
2c1f748
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
add cutlass
104e42d
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
clean and lint
1031785
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
License and copyright EMHA file
a3e6cd1
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
fix: set global mask mode
104b741
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
document EMHA
d4a6fed
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
cpplinting
d3ef145
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivamanksivaman
self-assigned this
Oct 5, 2022
@ksivaman
ksivaman
marked this pull request as draft
October 5, 2022 13:55
@ksivaman
ksivaman
requested a review
from ptrendxOctober 5, 2022 13:56
@ksivaman
merge main
2605cea
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' ofhttps://github.com/ksivaman/TransformerEngine-1…
cff4f2f
…into emha
@ksivaman
move dropout scaling from softmax to BMM2
9f0973b
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
ksivaman
marked this pull request as ready for review
December 16, 2022 00:15
@ksivaman
Fix CI build
d249fbd
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
ksivaman
commented
Dec 16, 2022

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/te-ci
@ksivaman
ksivaman
commented
Feb 24, 2023

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Closing for now in favor of #62
@ksivaman
ksivaman
deleted the

emha

branch
July 19, 2023 01:39
shifangx pushed a commit
to shifangx/TransformerEngine
that referenced
this pull request
Feb 10, 2026
@lxd-cumt@zhaoyinglia
[Version] Reset to TransformerEngine v2.9 (NVIDIA#5)
bae9d3a
# Description
Add the FlagOS multi-chip backend for TransformerEngine
Fixes # (issue)
## Type of change
- [ ] Documentation change (change only to the documentation, either a
fix or a new content)
- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] Infra/Build change
- [ ] Code refactoring
## Changes
Please list the changes introduced in this PR:
- Change A
- Change B
# Checklist:
- [ ] I have read and followed the [contributing
guidelines](https://github.com/NVIDIA/TransformerEngine/blob/main/CONTRIBUTING.rst)
- [ ] The functionality is complete
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] New and existing unit tests pass locally with my changes
---------
Co-authored-by: zhaoyinglia <ylzhao@baai.ac.cn>
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Highlight search terms from Google/DuckDuckGo/Bing referrer
(function() {
var ref = document.referrer;
var terms = [];
if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {
var url = new URL(ref);
var q = url.searchParams.get('q') || url.searchParams.get('p');
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terms = q.split(/\s+/).filter(function(t) { return t.length > 2; });
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} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
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(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
Efficient Multi-Head Attention (EMHA) support by ksivaman · Pull Request #5 · NVIDIA/TransformerEngine · GitHub
Skip to content
Efficient Multi-Head Attention (EMHA) support - #5
Closed
ksivaman wants to merge 14 commits into
NVIDIA:mainfrom 
ksivaman:emha
Closed
Efficient Multi-Head Attention (EMHA) support#5
ksivaman wants to merge 14 commits into
NVIDIA:mainfrom 
ksivaman:emha
Conversation
@ksivaman
@ksivamanksivaman
commented
Oct 5, 2022

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@ksivaman
Add EMHA files
d737a20
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Add tests for EMHA
2c1f748
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
add cutlass
104e42d
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
clean and lint
1031785
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
License and copyright EMHA file
a3e6cd1
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
fix: set global mask mode
104b741
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
document EMHA
d4a6fed
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
cpplinting
d3ef145
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivamanksivaman
self-assigned this
Oct 5, 2022
@ksivaman
ksivaman
marked this pull request as draft
October 5, 2022 13:55
@ksivaman
ksivaman
requested a review
from ptrendxOctober 5, 2022 13:56
@ksivaman
merge main
2605cea
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' ofhttps://github.com/ksivaman/TransformerEngine-1…
cff4f2f
…into emha
@ksivaman
move dropout scaling from softmax to BMM2
9f0973b
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
ksivaman
marked this pull request as ready for review
December 16, 2022 00:15
@ksivaman
Fix CI build
d249fbd
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
ksivaman
commented
Dec 16, 2022

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/te-ci
@ksivaman
ksivaman
commented
Feb 24, 2023

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Closing for now in favor of #62
@ksivaman
ksivaman
deleted the

emha

branch
July 19, 2023 01:39
shifangx pushed a commit
to shifangx/TransformerEngine
that referenced
this pull request
Feb 10, 2026
@lxd-cumt@zhaoyinglia
[Version] Reset to TransformerEngine v2.9 (NVIDIA#5)
bae9d3a
# Description
Add the FlagOS multi-chip backend for TransformerEngine
Fixes # (issue)
## Type of change
- [ ] Documentation change (change only to the documentation, either a
fix or a new content)
- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] Infra/Build change
- [ ] Code refactoring
## Changes
Please list the changes introduced in this PR:
- Change A
- Change B
# Checklist:
- [ ] I have read and followed the [contributing
guidelines](https://github.com/NVIDIA/TransformerEngine/blob/main/CONTRIBUTING.rst)
- [ ] The functionality is complete
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] New and existing unit tests pass locally with my changes
---------
Co-authored-by: zhaoyinglia <ylzhao@baai.ac.cn>
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Strip utm_, fbclid, gclid, etc. from all links on page
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var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',
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try {
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var clean = cleanUrl(a.href);
if (clean !== a.href) a.href = clean;
});
}
});
});
});
observer.observe(document.body, { childList: true, subtree: true });
})();
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '
Efficient Multi-Head Attention (EMHA) support by ksivaman · Pull Request #5 · NVIDIA/TransformerEngine · GitHub
Skip to content
Efficient Multi-Head Attention (EMHA) support - #5
Closed
ksivaman wants to merge 14 commits into
NVIDIA:mainfrom 
ksivaman:emha
Closed
Efficient Multi-Head Attention (EMHA) support#5
ksivaman wants to merge 14 commits into
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Add EMHA files
d737a20
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Add tests for EMHA
2c1f748
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
add cutlass
104e42d
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
clean and lint
1031785
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
License and copyright EMHA file
a3e6cd1
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
fix: set global mask mode
104b741
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
document EMHA
d4a6fed
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
cpplinting
d3ef145
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivamanksivaman
self-assigned this
Oct 5, 2022
@ksivaman
ksivaman
marked this pull request as draft
October 5, 2022 13:55
@ksivaman
ksivaman
requested a review
from ptrendxOctober 5, 2022 13:56
@ksivaman
merge main
2605cea
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' ofhttps://github.com/ksivaman/TransformerEngine-1…
cff4f2f
…into emha
@ksivaman
move dropout scaling from softmax to BMM2
9f0973b
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
ksivaman
marked this pull request as ready for review
December 16, 2022 00:15
@ksivaman
Fix CI build
d249fbd
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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ksivaman
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Feb 24, 2023

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Closing for now in favor of #62
@ksivaman
ksivaman
deleted the

emha

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July 19, 2023 01:39
shifangx pushed a commit
to shifangx/TransformerEngine
that referenced
this pull request
Feb 10, 2026
@lxd-cumt@zhaoyinglia
[Version] Reset to TransformerEngine v2.9 (NVIDIA#5)
bae9d3a
# Description
Add the FlagOS multi-chip backend for TransformerEngine
Fixes # (issue)
## Type of change
- [ ] Documentation change (change only to the documentation, either a
fix or a new content)
- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] Infra/Build change
- [ ] Code refactoring
## Changes
Please list the changes introduced in this PR:
- Change A
- Change B
# Checklist:
- [ ] I have read and followed the [contributing
guidelines](https://github.com/NVIDIA/TransformerEngine/blob/main/CONTRIBUTING.rst)
- [ ] The functionality is complete
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] New and existing unit tests pass locally with my changes
---------
Co-authored-by: zhaoyinglia <ylzhao@baai.ac.cn>
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, 'i');
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try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
Efficient Multi-Head Attention (EMHA) support by ksivaman · Pull Request #5 · NVIDIA/TransformerEngine · GitHub
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Efficient Multi-Head Attention (EMHA) support - #5
Closed
ksivaman wants to merge 14 commits into
NVIDIA:mainfrom 
ksivaman:emha
Closed
Efficient Multi-Head Attention (EMHA) support#5
ksivaman wants to merge 14 commits into
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ksivaman:emha
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@ksivaman
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@ksivaman
Add EMHA files
d737a20
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Add tests for EMHA
2c1f748
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
add cutlass
104e42d
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
clean and lint
1031785
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
License and copyright EMHA file
a3e6cd1
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
fix: set global mask mode
104b741
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
document EMHA
d4a6fed
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
cpplinting
d3ef145
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivamanksivaman
self-assigned this
Oct 5, 2022
@ksivaman
ksivaman
marked this pull request as draft
October 5, 2022 13:55
@ksivaman
ksivaman
requested a review
from ptrendxOctober 5, 2022 13:56
@ksivaman
merge main
2605cea
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' ofhttps://github.com/ksivaman/TransformerEngine-1…
cff4f2f
…into emha
@ksivaman
move dropout scaling from softmax to BMM2
9f0973b
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
ksivaman
marked this pull request as ready for review
December 16, 2022 00:15
@ksivaman
Fix CI build
d249fbd
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
ksivaman
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Dec 16, 2022

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Feb 24, 2023

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Closing for now in favor of #62
@ksivaman
ksivaman
deleted the

emha

branch
July 19, 2023 01:39
shifangx pushed a commit
to shifangx/TransformerEngine
that referenced
this pull request
Feb 10, 2026
@lxd-cumt@zhaoyinglia
[Version] Reset to TransformerEngine v2.9 (NVIDIA#5)
bae9d3a
# Description
Add the FlagOS multi-chip backend for TransformerEngine
Fixes # (issue)
## Type of change
- [ ] Documentation change (change only to the documentation, either a
fix or a new content)
- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] Infra/Build change
- [ ] Code refactoring
## Changes
Please list the changes introduced in this PR:
- Change A
- Change B
# Checklist:
- [ ] I have read and followed the [contributing
guidelines](https://github.com/NVIDIA/TransformerEngine/blob/main/CONTRIBUTING.rst)
- [ ] The functionality is complete
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] New and existing unit tests pass locally with my changes
---------
Co-authored-by: zhaoyinglia <ylzhao@baai.ac.cn>
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, 'i');
if (__m === '*' || __re.test(location.href)) {
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function unstick() {
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try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
Efficient Multi-Head Attention (EMHA) support by ksivaman · Pull Request #5 · NVIDIA/TransformerEngine · GitHub
Skip to content
Efficient Multi-Head Attention (EMHA) support - #5
Closed
ksivaman wants to merge 14 commits into
NVIDIA:mainfrom 
ksivaman:emha
Closed
Efficient Multi-Head Attention (EMHA) support#5
ksivaman wants to merge 14 commits into
NVIDIA:mainfrom 
ksivaman:emha
Conversation
@ksivaman
@ksivamanksivaman
commented
Oct 5, 2022

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Member
 No description provided. 
@ksivaman
Add EMHA files
d737a20
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Add tests for EMHA
2c1f748
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
add cutlass
104e42d
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
clean and lint
1031785
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
License and copyright EMHA file
a3e6cd1
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
fix: set global mask mode
104b741
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
document EMHA
d4a6fed
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
cpplinting
d3ef145
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivamanksivaman
self-assigned this
Oct 5, 2022
@ksivaman
ksivaman
marked this pull request as draft
October 5, 2022 13:55
@ksivaman
ksivaman
requested a review
from ptrendxOctober 5, 2022 13:56
@ksivaman
merge main
2605cea
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' ofhttps://github.com/ksivaman/TransformerEngine-1…
cff4f2f
…into emha
@ksivaman
move dropout scaling from softmax to BMM2
9f0973b
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
ksivaman
marked this pull request as ready for review
December 16, 2022 00:15
@ksivaman
Fix CI build
d249fbd
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
ksivaman
commented
Dec 16, 2022

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/te-ci
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ksivaman
commented
Feb 24, 2023

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Closing for now in favor of #62
@ksivaman
ksivaman
deleted the

emha

branch
July 19, 2023 01:39
shifangx pushed a commit
to shifangx/TransformerEngine
that referenced
this pull request
Feb 10, 2026
@lxd-cumt@zhaoyinglia
[Version] Reset to TransformerEngine v2.9 (NVIDIA#5)
bae9d3a
# Description
Add the FlagOS multi-chip backend for TransformerEngine
Fixes # (issue)
## Type of change
- [ ] Documentation change (change only to the documentation, either a
fix or a new content)
- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] Infra/Build change
- [ ] Code refactoring
## Changes
Please list the changes introduced in this PR:
- Change A
- Change B
# Checklist:
- [ ] I have read and followed the [contributing
guidelines](https://github.com/NVIDIA/TransformerEngine/blob/main/CONTRIBUTING.rst)
- [ ] The functionality is complete
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] New and existing unit tests pass locally with my changes
---------
Co-authored-by: zhaoyinglia <ylzhao@baai.ac.cn>
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, 'i');
if (__m === '*' || __re.test(location.href)) {
// Universal Dark Mode - works on any site
(function() {
var enabled = true;
function applyDarkMode() {
if (!enabled) return;
// Create style element if it doesn't exist
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filter: invert(1) hue-rotate(180deg) !important;
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observer.observe(document.head, { childList: true });
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})();
})();
Efficient Multi-Head Attention (EMHA) support by ksivaman · Pull Request #5 · NVIDIA/TransformerEngine · GitHub
Skip to content
Efficient Multi-Head Attention (EMHA) support - #5
Closed
ksivaman wants to merge 14 commits into
NVIDIA:mainfrom 
ksivaman:emha
Closed
Efficient Multi-Head Attention (EMHA) support#5
ksivaman wants to merge 14 commits into
NVIDIA:mainfrom 
ksivaman:emha
Conversation
@ksivaman
@ksivamanksivaman
commented
Oct 5, 2022

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@ksivaman
Add EMHA files
d737a20
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Add tests for EMHA
2c1f748
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
add cutlass
104e42d
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
clean and lint
1031785
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
License and copyright EMHA file
a3e6cd1
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
fix: set global mask mode
104b741
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
document EMHA
d4a6fed
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
cpplinting
d3ef145
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivamanksivaman
self-assigned this
Oct 5, 2022
@ksivaman
ksivaman
marked this pull request as draft
October 5, 2022 13:55
@ksivaman
ksivaman
requested a review
from ptrendxOctober 5, 2022 13:56
@ksivaman
merge main
2605cea
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' ofhttps://github.com/ksivaman/TransformerEngine-1…
cff4f2f
…into emha
@ksivaman
move dropout scaling from softmax to BMM2
9f0973b
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
ksivaman
marked this pull request as ready for review
December 16, 2022 00:15
@ksivaman
Fix CI build
d249fbd
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
ksivaman
commented
Dec 16, 2022

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@ksivaman
ksivaman
commented
Feb 24, 2023

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Closing for now in favor of #62
@ksivaman
ksivaman
deleted the

emha

branch
July 19, 2023 01:39
shifangx pushed a commit
to shifangx/TransformerEngine
that referenced
this pull request
Feb 10, 2026
@lxd-cumt@zhaoyinglia
[Version] Reset to TransformerEngine v2.9 (NVIDIA#5)
bae9d3a
# Description
Add the FlagOS multi-chip backend for TransformerEngine
Fixes # (issue)
## Type of change
- [ ] Documentation change (change only to the documentation, either a
fix or a new content)
- [ ] Bug fix (non-breaking change which fixes an issue)
- [ ] New feature (non-breaking change which adds functionality)
- [ ] Breaking change (fix or feature that would cause existing
functionality to not work as expected)
- [ ] Infra/Build change
- [ ] Code refactoring
## Changes
Please list the changes introduced in this PR:
- Change A
- Change B
# Checklist:
- [ ] I have read and followed the [contributing
guidelines](https://github.com/NVIDIA/TransformerEngine/blob/main/CONTRIBUTING.rst)
- [ ] The functionality is complete
- [ ] I have commented my code, particularly in hard-to-understand areas
- [ ] I have made corresponding changes to the documentation
- [ ] My changes generate no new warnings
- [ ] I have added tests that prove my fix is effective or that my
feature works
- [ ] New and existing unit tests pass locally with my changes
---------
Co-authored-by: zhaoyinglia <ylzhao@baai.ac.cn>
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