Add ONNX Sub Functions Export Feature for AutoModelForCausalLM#621
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Add ONNX Sub Functions Export Feature for AutoModelForCausalLM#621
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abhishek-singh591
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Let's keep it uniform. Can we rename |
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done. |
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Please modify the PR commit message and desp. accordingly. thanks |
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Signed-off-by: abhishek-singh591 <sabhis@qti.qualcomm.com>
Signed-off-by: abhishek-singh591 <sabhis@qti.qualcomm.com>
Signed-off-by: abhishek-singh591 <sabhis@qti.qualcomm.com>
Fix for this JIRA from Imagine team Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Signed-off-by: abhishek-singh591 <sabhis@qti.qualcomm.com>
Signed-off-by: abhishek-singh591 <sabhis@qti.qualcomm.com>
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@abhishek-singh591 please rebase the PR |
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Approving. Add todo for CustomOpTransform and merge once CI is passing.
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Signed-off-by: abhishek-singh591 <sabhis@qti.qualcomm.com>
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) This PR introduces support for exporting ONNX modules as **functions**, enabling more efficient model compilation and execution on hardware. - Added a new flag **`use_onnx_subfunctions`** to control ONNX function export behavior. - Integrated ONNX function export capability into the inference pipeline. Set the flag before running inference (either during export or compile): ```bash model.export(tmp_path, use_onnx_subfunctions=True) ``` This feature is **opt-in** and requires an explicit environment variable. Existing workflows remain unaffected when the flag is disabled. --------- Signed-off-by: abhishek-singh591 <sabhis@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Co-authored-by: quic-akuruvil <quic_akuruvil@quicinc.com> Signed-off-by: abhishek-singh591 <sabhis@qti.qualcomm.com>
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) # ONNX Functions Export Support ## Overview This PR introduces support for exporting ONNX modules as **functions**, enabling more efficient model compilation and execution on hardware. ## Key Changes - Added a new flag **`use_onnx_subfunctions`** to control ONNX function export behavior. - Integrated ONNX function export capability into the inference pipeline. ## How to Enable ONNX Function Export Set the flag before running inference (either during export or compile): ```bash model.export(tmp_path, use_onnx_subfunctions=True) ``` ## Backward Compatibility This feature is **opt-in** and requires an explicit environment variable. Existing workflows remain unaffected when the flag is disabled. --------- Signed-off-by: abhishek-singh591 <sabhis@qti.qualcomm.com> Signed-off-by: Ann Kuruvilla <akuruvil@qti.qualcomm.com> Co-authored-by: quic-akuruvil <quic_akuruvil@quicinc.com> Signed-off-by: Dhiraj Kumar Sah <dhirajku@qti.qualcomm.com>
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ONNX Functions Export Support
Overview
This PR introduces support for exporting ONNX modules as functions, enabling more efficient model compilation and execution on hardware.
Key Changes
use_onnx_subfunctionsto control ONNX function export behavior.How to Enable ONNX Function Export
Set the flag before running inference (either during export or compile):
Backward Compatibility
This feature is opt-in and requires an explicit environment variable. Existing workflows remain unaffected when the flag is disabled.