Enable RISC-V 64-bit Cross-Compiling Support for ONNX Runtime on Linux #19238
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/azp run Linux CPU CI Pipeline, Linux CPU Minimal Build E2E CI Pipeline, Linux GPU CI Pipeline, Linux GPU TensorRT CI Pipeline, Linux OpenVINO CI Pipeline, Linux QNN CI Pipeline, MacOS CI Pipeline, Windows ARM64 QNN CI Pipeline |
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/azp run Windows CPU CI Pipeline, Windows GPU CI Pipeline, Windows GPU TensorRT CI Pipeline, Windows x64 QNN CI Pipeline, onnxruntime-binary-size-checks-ci-pipeline, orttraining-linux-ci-pipeline, orttraining-linux-gpu-ci-pipeline, orttraining-ortmodule-distributed |
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snnn
dismissed
their stale review
Please fix the coding style lint error. doc: https://github.com/microsoft/onnxruntime/blob/main/docs/Coding_Conventions_and_Standards.md#python-code-style
Signed-off-by: Phoebe Chen <phoebe.chen@sifive.com>
Signed-off-by: Phoebe Chen <phoebe.chen@sifive.com>
Download the xnnpack dependency libraries to enable riscv64 cross-building on Linux with xnnpack EP. Signed-off-by: Phoebe Chen <phoebe.chen@sifive.com>
Signed-off-by: Phoebe Chen <phoebe.chen@sifive.com>
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@snnn I have updated the commits to fix the lint warning. Thanks! |
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/azp run Linux CPU CI Pipeline, Linux CPU Minimal Build E2E CI Pipeline, Linux GPU CI Pipeline, Linux GPU TensorRT CI Pipeline, Linux OpenVINO CI Pipeline, Linux QNN CI Pipeline, MacOS CI Pipeline, Windows ARM64 QNN CI Pipeline |
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/azp run Windows CPU CI Pipeline, Windows GPU CI Pipeline, Windows GPU TensorRT CI Pipeline, Windows x64 QNN CI Pipeline, onnxruntime-binary-size-checks-ci-pipeline, orttraining-linux-ci-pipeline, orttraining-linux-gpu-ci-pipeline, orttraining-ortmodule-distributed |
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I am able to build onnxruntime for riscv64 with this PR. However, when I run it with my speech recognition model Has the correctness of the compiled libs been verified/tested? |
Update the document for PR: Enable Cross-Compiling Support for ONNX Runtime on Linux for RISC-V 64-bit. #19238 Signed-off-by: Phoebe Chen <phoebe.chen@sifive.com>
Description
This pull request introduces the necessary changes to enable RISC-V 64-bit cross-compiling support for the ONNX Runtime on Linux. The RISC-V architecture has gained popularity as an open standard instruction set architecture, and this contribution aims to extend ONNX Runtime's compatibility to include RISC-V, thereby broadening the reach of ONNX models to a wider range of devices.
Motivation and Context
RISC-V is a free and open-source instruction set architecture (ISA) based on established RISC principles. It is provided under open licenses without fees. Due to its extensibility and freedom in both software and hardware, RISC-V is poised for widespread adoption in the future, especially in applications related to AI, parallel computing, and data centers.
Example Build Command
Documentation Updates
Relevant sections of the documentation will be updated to reflect the newly supported RISC-V 64-bit cross-compilation feature. #19239