Adding 'use_dynamo' option for export to use onnx.dynamo_export() instead of onnx.export() #9147
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Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com>
Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com>
Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com>
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Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com>
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Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com>
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Signed-off-by: borisfom <borisfom@users.noreply.github.com>
Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com>
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Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com>
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titu1994
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Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com>
titu1994
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ashors1
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…tead of onnx.export() (#9147) * Ininial WARs to implement dynamo option for export Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * including weights in .onnx Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * dynamo_export works for many small models Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * External weights behaviour fixed Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Cleanup Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Apply isort and black reformatting Signed-off-by: borisfom <borisfom@users.noreply.github.com> * print cleaned up Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Added overloadable dynamic_shapes_for_export Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Addressing code review Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Fixing CI issues Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Fixing CI test failure Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Eliminated test cross-contamination Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> --------- Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: borisfom <borisfom@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Signed-off-by: ashors1 <ashors@nvidia.com>
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BuyuanCui
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…tead of onnx.export() (NVIDIA#9147) * Ininial WARs to implement dynamo option for export Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * including weights in .onnx Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * dynamo_export works for many small models Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * External weights behaviour fixed Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Cleanup Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Apply isort and black reformatting Signed-off-by: borisfom <borisfom@users.noreply.github.com> * print cleaned up Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Added overloadable dynamic_shapes_for_export Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Addressing code review Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Fixing CI issues Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Fixing CI test failure Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Eliminated test cross-contamination Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> --------- Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: borisfom <borisfom@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Signed-off-by: Alex Cui <alexcui1994@gmail.com>
BuyuanCui
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Jul 12, 2024
…tead of onnx.export() (NVIDIA#9147) * Ininial WARs to implement dynamo option for export Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * including weights in .onnx Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * dynamo_export works for many small models Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * External weights behaviour fixed Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Cleanup Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Apply isort and black reformatting Signed-off-by: borisfom <borisfom@users.noreply.github.com> * print cleaned up Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Added overloadable dynamic_shapes_for_export Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Addressing code review Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Fixing CI issues Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Fixing CI test failure Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Eliminated test cross-contamination Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> --------- Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: borisfom <borisfom@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Signed-off-by: Alex Cui <alexcui1994@gmail.com>
ertkonuk
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Jul 19, 2024
…tead of onnx.export() (#9147) * Ininial WARs to implement dynamo option for export Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * including weights in .onnx Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * dynamo_export works for many small models Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * External weights behaviour fixed Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Cleanup Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Apply isort and black reformatting Signed-off-by: borisfom <borisfom@users.noreply.github.com> * print cleaned up Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Added overloadable dynamic_shapes_for_export Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Addressing code review Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Fixing CI issues Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Fixing CI test failure Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Eliminated test cross-contamination Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> --------- Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Signed-off-by: borisfom <borisfom@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Signed-off-by: Tugrul Konuk <ertkonuk@gmail.com>
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What does this PR do ?
Adding 'use_dynamo' option for export to use onnx.dynamo_export() instead of onnx.export()
The options is still experimental, default is to use legacy export.
Also added overloadable dynamic_shapes_for_export method to Exportable - so networks could provide customized dynamic shapes (make dimensions relate to each other etc).
Some changes are workarounds to accommodate current dynamo_export issues (I added comments where appropriate).
Changes to argument names of some forward_for_export() functions were necessary because dynamo_export uses those names directly instead of externally supplied names, and those names did not match what the rest of the code/tests expected.
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