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Fix layer_norm ONNX export - #293

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ksivaman merged 4 commits into
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nzmora-nvidia:dev_nzmora_fix_const_of_shape
Jun 23, 2023
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Fix layer_norm ONNX export#293
ksivaman merged 4 commits into
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nzmora-nvidia:dev_nzmora_fix_const_of_shape

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@nzmora-nvidianzmora-nvidia commented Jun 22, 2023

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ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16. To WAR we use dtype FP32 and then cast to BF16.

Will also issue a PR to the ONNX sig committee to change the spec in opset 20.

nzmora-nvidiaand others added 4 commits June 22, 2023 14:13
@nzmora-nvidia
Fix ONNX export of layer_norm
690c9ab
ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16.
To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
@ksivaman
Merge branch 'main' into dev_nzmora_fix_const_of_shape
4012870
@ksivaman
fix lint
d0a28a3
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' into dev_nzmora_fix_const_of_shape
a4a8b77
@ksivaman
ksivaman self-requested a review June 22, 2023 18:50
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ksivaman commented Jun 23, 2023

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ksivaman merged commit 574f1b4 into NVIDIA:mainJun 23, 2023
ksivaman added a commit that referenced this pull request Jun 26, 2023
@nzmora-nvidia@ksivaman
Fix layer_norm ONNX export (#293)
96ed6fc
* Fix ONNX export of layer_norm
ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16.
To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
* fix lint
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
---------
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ptrendxptrendx mentioned this pull request Jul 7, 2023
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@hungryGeek16hungryGeek16 mentioned this pull request May 31, 2026
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Fix layer_norm ONNX export by nzmora-nvidia · Pull Request #293 · NVIDIA/TransformerEngine · GitHub
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Fix layer_norm ONNX export - #293
Merged
ksivaman merged 4 commits into
NVIDIA:mainfrom 
nzmora-nvidia:dev_nzmora_fix_const_of_shape
Jun 23, 2023
Merged
Fix layer_norm ONNX export#293
ksivaman merged 4 commits into
NVIDIA:mainfrom 
nzmora-nvidia:dev_nzmora_fix_const_of_shape
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@nzmora-nvidianzmora-nvidia
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Jun 22, 2023

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ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16. To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
nzmora-nvidiaand others
added 4 commits
June 22, 2023 14:13
@nzmora-nvidia
Fix ONNX export of layer_norm
690c9ab
ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16.
To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
@ksivaman
Merge branch 'main' into dev_nzmora_fix_const_of_shape
4012870
@ksivaman
fix lint
d0a28a3
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' into dev_nzmora_fix_const_of_shape
a4a8b77
@ksivaman
ksivaman
self-requested a review
June 22, 2023 18:50
@ksivaman
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Jun 23, 2023

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merged commit 574f1b4
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NVIDIA:mainJun 23, 2023
ksivaman added a commit
that referenced
this pull request
Jun 26, 2023
@nzmora-nvidia@ksivaman
Fix layer_norm ONNX export (#293)
96ed6fc
* Fix ONNX export of layer_norm
ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16.
To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
* fix lint
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
---------
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Fix layer_norm ONNX export by nzmora-nvidia · Pull Request #293 · NVIDIA/TransformerEngine · GitHub
Skip to content
Fix layer_norm ONNX export - #293
Merged
ksivaman merged 4 commits into
NVIDIA:mainfrom 
nzmora-nvidia:dev_nzmora_fix_const_of_shape
Jun 23, 2023
Merged
Fix layer_norm ONNX export#293
ksivaman merged 4 commits into
NVIDIA:mainfrom 
nzmora-nvidia:dev_nzmora_fix_const_of_shape
Conversation
@nzmora-nvidia
@nzmora-nvidianzmora-nvidia
commented
Jun 22, 2023

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ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16. To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
nzmora-nvidiaand others
added 4 commits
June 22, 2023 14:13
@nzmora-nvidia
Fix ONNX export of layer_norm
690c9ab
ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16.
To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
@ksivaman
Merge branch 'main' into dev_nzmora_fix_const_of_shape
4012870
@ksivaman
fix lint
d0a28a3
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' into dev_nzmora_fix_const_of_shape
a4a8b77
@ksivaman
ksivaman
self-requested a review
June 22, 2023 18:50
@ksivaman
ksivaman
commented
Jun 23, 2023

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@ksivaman
ksivaman
merged commit 574f1b4
into
NVIDIA:mainJun 23, 2023
ksivaman added a commit
that referenced
this pull request
Jun 26, 2023
@nzmora-nvidia@ksivaman
Fix layer_norm ONNX export (#293)
96ed6fc
* Fix ONNX export of layer_norm
ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16.
To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
* fix lint
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
---------
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ptrendxptrendx
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Fix layer_norm ONNX export by nzmora-nvidia · Pull Request #293 · NVIDIA/TransformerEngine · GitHub
Skip to content
Fix layer_norm ONNX export - #293
Merged
ksivaman merged 4 commits into
NVIDIA:mainfrom 
nzmora-nvidia:dev_nzmora_fix_const_of_shape
Jun 23, 2023
Merged
Fix layer_norm ONNX export#293
ksivaman merged 4 commits into
NVIDIA:mainfrom 
nzmora-nvidia:dev_nzmora_fix_const_of_shape
Conversation
@nzmora-nvidia
@nzmora-nvidianzmora-nvidia
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Jun 22, 2023

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ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16. To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
nzmora-nvidiaand others
added 4 commits
June 22, 2023 14:13
@nzmora-nvidia
Fix ONNX export of layer_norm
690c9ab
ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16.
To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
@ksivaman
Merge branch 'main' into dev_nzmora_fix_const_of_shape
4012870
@ksivaman
fix lint
d0a28a3
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' into dev_nzmora_fix_const_of_shape
a4a8b77
@ksivaman
ksivaman
self-requested a review
June 22, 2023 18:50
@ksivaman
ksivaman
commented
Jun 23, 2023

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Pipeline 8720103
@ksivaman
ksivaman
merged commit 574f1b4
into
NVIDIA:mainJun 23, 2023
ksivaman added a commit
that referenced
this pull request
Jun 26, 2023
@nzmora-nvidia@ksivaman
Fix layer_norm ONNX export (#293)
96ed6fc
* Fix ONNX export of layer_norm
ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16.
To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
* fix lint
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
---------
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ptrendxptrendx
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Fix layer_norm ONNX export by nzmora-nvidia · Pull Request #293 · NVIDIA/TransformerEngine · GitHub
Skip to content
Fix layer_norm ONNX export - #293
Merged
ksivaman merged 4 commits into
NVIDIA:mainfrom 
nzmora-nvidia:dev_nzmora_fix_const_of_shape
Jun 23, 2023
Merged
Fix layer_norm ONNX export#293
ksivaman merged 4 commits into
NVIDIA:mainfrom 
nzmora-nvidia:dev_nzmora_fix_const_of_shape
Conversation
@nzmora-nvidia
@nzmora-nvidianzmora-nvidia
commented
Jun 22, 2023

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ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16. To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
nzmora-nvidiaand others
added 4 commits
June 22, 2023 14:13
@nzmora-nvidia
Fix ONNX export of layer_norm
690c9ab
ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16.
To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
@ksivaman
Merge branch 'main' into dev_nzmora_fix_const_of_shape
4012870
@ksivaman
fix lint
d0a28a3
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' into dev_nzmora_fix_const_of_shape
a4a8b77
@ksivaman
ksivaman
self-requested a review
June 22, 2023 18:50
@ksivaman
ksivaman
commented
Jun 23, 2023

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ksivaman
merged commit 574f1b4
into
NVIDIA:mainJun 23, 2023
ksivaman added a commit
that referenced
this pull request
Jun 26, 2023
@nzmora-nvidia@ksivaman
Fix layer_norm ONNX export (#293)
96ed6fc
* Fix ONNX export of layer_norm
ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16.
To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
* fix lint
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
---------
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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, 'i');
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try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '
Fix layer_norm ONNX export by nzmora-nvidia · Pull Request #293 · NVIDIA/TransformerEngine · GitHub
Skip to content
Fix layer_norm ONNX export - #293
Merged
ksivaman merged 4 commits into
NVIDIA:mainfrom 
nzmora-nvidia:dev_nzmora_fix_const_of_shape
Jun 23, 2023
Merged
Fix layer_norm ONNX export#293
ksivaman merged 4 commits into
NVIDIA:mainfrom 
nzmora-nvidia:dev_nzmora_fix_const_of_shape
Conversation
@nzmora-nvidia
@nzmora-nvidianzmora-nvidia
commented
Jun 22, 2023

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ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16. To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
nzmora-nvidiaand others
added 4 commits
June 22, 2023 14:13
@nzmora-nvidia
Fix ONNX export of layer_norm
690c9ab
ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16.
To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
@ksivaman
Merge branch 'main' into dev_nzmora_fix_const_of_shape
4012870
@ksivaman
fix lint
d0a28a3
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' into dev_nzmora_fix_const_of_shape
a4a8b77
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@nzmora-nvidia@ksivaman
Fix layer_norm ONNX export (#293)
96ed6fc
* Fix ONNX export of layer_norm
ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16.
To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
* fix lint
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
---------
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
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Fix layer_norm ONNX export by nzmora-nvidia · Pull Request #293 · NVIDIA/TransformerEngine · GitHub
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Fix layer_norm ONNX export - #293
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Fix layer_norm ONNX export#293
ksivaman merged 4 commits into
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ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16. To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
nzmora-nvidiaand others
added 4 commits
June 22, 2023 14:13
@nzmora-nvidia
Fix ONNX export of layer_norm
690c9ab
ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16.
To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
@ksivaman
Merge branch 'main' into dev_nzmora_fix_const_of_shape
4012870
@ksivaman
fix lint
d0a28a3
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ksivaman
Merge branch 'main' into dev_nzmora_fix_const_of_shape
a4a8b77
@ksivaman
ksivaman
self-requested a review
June 22, 2023 18:50
@ksivaman
ksivaman
commented
Jun 23, 2023

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merged commit 574f1b4
into
NVIDIA:mainJun 23, 2023
ksivaman added a commit
that referenced
this pull request
Jun 26, 2023
@nzmora-nvidia@ksivaman
Fix layer_norm ONNX export (#293)
96ed6fc
* Fix ONNX export of layer_norm
ONNX has a spec bug: ConstantOfShape supports all dtypes except for BF16.
To WAR we use dtype FP32 and then cast to BF16.
Will also issue a PR to the ONNX sig committee to change the spec in opset 20.
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
* fix lint
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
---------
Signed-off-by: Neta Zmora <nzmora@nvidia.com>
Signed-off-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
Co-authored-by: Kirthi Shankar Sivamani <ksivamani@nvidia.com>
@ptrendxptrendx
mentioned this pull request
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Closed

@hungryGeek16hungryGeek16
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