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[Build] Cross compilation of the onnxruntime 1.5.1 for ARMv7 32bit target for gcc 4.9.2 #21439

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TinyDustCCC opened this issue Jul 22, 2024 · 6 comments
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[Build] Cross compilation of the onnxruntime 1.5.1 for ARMv7 32bit target for gcc 4.9.2 #21439

TinyDustCCC opened this issue Jul 22, 2024 · 6 comments
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build build issues; typically submitted using template

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@TinyDustCCC
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TinyDustCCC commented Jul 22, 2024 •
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Describe the issue

build error

Urgency

No response

Target platform

Linux lf 4.1.15 #1 SMP PREEMPT Mon Aug 21 12:27:42 CST 2023 armv7l GNU/Linux

Build script

Cross-compile the main process
build host:Linux ubuntu 5.4.0-150-generic #167~18.04.1-Ubuntu SMP Wed May 24 00:51:42 UTC 2023 x86_64 x86_64 x86_64 GNU/Linux

Step 1
download protoc

Step2
sudo ./build.sh --config Release --use_openmp --parallel --build_shared_lib --x86 --skip_tests --skip_onnx_tests --skip-keras-test --skip_submodule_sync

Step3
sudo cmake /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/
-DCMAKE_INSTALL_PREFIX=/home/vmuser/work/test/opencv-3.4.4/git/onnxinstall
-DCMAKE_BUILD_TYPE=Release
-DONNX_CUSTOM_PROTOC_EXECUTABLE=/home/vmuser/work/test/protoc/bin/protoc
-DONNX_BUILD_TESTS=OFF
-DONNX_RUN_EXTERNAL_ML_TESTS=OFF
-DONNX_GENERATE_BENCHMARK=OFF
-DONNX_ENABLE_PYTHON=OFF
-DONNX_ENABLE_MODEL_ZOO=OFF
-DONNX_USE_OPENMP=OFF
-DONNX_USE_PROTOBUF_SHARED_LIB=ON
-Donnxruntime_BUILD_SHARED_LIB=ON
-DCMAKE_C_COMPILER=/opt/gcc-linaro-arm-linux-gnueabihf-4.9-2014.09_linux/bin/arm-linux-gnueabihf-gcc
-DCMAKE_CXX_COMPILER=/opt/gcc-linaro-arm-linux-gnueabihf-4.9-2014.09_linux/bin/arm-linux-gnueabihf-g++
-DCMAKE_ASM_COMPILER=/opt/gcc-linaro-arm-linux-gnueabihf-4.9-2014.09_linux/bin/arm-linux-gnueabihf-as

Step4
sudo make CXXFLAGS="-std=c++11 -Wall -Wextra"

The error occurs in the step 4

Error / output

[sudo] password for vmuser:
[ 0%] Built target flatbuffers
[ 0%] Built target gen_onnx_proto
[ 4%] Built target libprotobuf-lite
[ 6%] Built target onnx_proto
[ 6%] Building CXX object CMakeFiles/onnxruntime_common.dir/home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/onnxruntime/core/common/threadpool.cc.o
In file included from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/../../../Eigen/Core:160:0,
from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/Tensor:14,
from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/include/onnxruntime/core/common/eigen_common_wrapper.h:35,
from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/onnxruntime/core/common/threadpool.cc:20:
/home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/../../../Eigen/src/Core/util/IntegralConstant.h:189:36: error: template declaration of ‘const Eigen::internal::FixedInt Eigen::fix’
static const internal::FixedInt fix{};
^
In file included from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/../../../Eigen/Core:254:0,
from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/Tensor:14,
from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/include/onnxruntime/core/common/eigen_common_wrapper.h:35,
from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/onnxruntime/core/common/threadpool.cc:20:
/home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/../../../Eigen/src/Core/util/IndexedViewHelper.h:57:147: error: ‘fix’ was not declared in this scope
static const symbolic::AddExpr<symbolic::SymbolExprinternal::symbolic_last_tag,symbolic::ValueExpr<Eigen::internal::FixedInt<1> > > lastp1(last+fix<1>());
^
。。。。。。

In file included from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/../../../Eigen/Core:348:0,
from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/Tensor:14,
from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/include/onnxruntime/core/common/eigen_common_wrapper.h:35,
from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/onnxruntime/core/common/threadpool.cc:20:
/home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Reverse.h: In static member function ‘static void Eigen::internal::vectorwise_reverse_inplace_impl<0>::run(ExpressionType&)’:
/home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Reverse.h:176:17: error: ‘fix’ was not declared in this scope
xpr.topRows(fix(half))
^
/home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Reverse.h: In static member function ‘static void Eigen::internal::vectorwise_reverse_inplace_impl<1>::run(ExpressionType&)’:
/home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Reverse.h:189:18: error: ‘fix’ was not declared in this scope
xpr.leftCols(fix(half))
^
In file included from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/ThreadPool:64:0,
from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/Tensor:63,
from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/include/onnxruntime/core/common/eigen_common_wrapper.h:35,
from /home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/onnxruntime/core/common/threadpool.cc:20:
/home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/src/ThreadPool/EventCount.h: At global scope:
/home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/cmake/external/eigen/unsupported/Eigen/CXX11/src/ThreadPool/EventCount.h:171:56: warning: requested alignment 128 is larger than 64 [-Wattributes]
EIGEN_ALIGN_TO_BOUNDARY(128) std::atomic<uint64_t> next;
^
CMakeFiles/onnxruntime_common.dir/build.make:187: recipe for target 'CMakeFiles/onnxruntime_common.dir/home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/onnxruntime/core/common/threadpool.cc.o' failed
make[2]: *** [CMakeFiles/onnxruntime_common.dir/home/vmuser/work/test/opencv-3.4.4/git/onnxruntime/onnxruntime/core/common/threadpool.cc.o] Error 1
CMakeFiles/Makefile2:322: recipe for target 'CMakeFiles/onnxruntime_common.dir/all' failed
make[1]: *** [CMakeFiles/onnxruntime_common.dir/all] Error 2
Makefile:145: recipe for target 'all' failed
make: *** [all] Error 2

Visual Studio Version

No response

GCC / Compiler Version

4.9.2

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@TinyDustCCC TinyDustCCC added the build build issues; typically submitted using template label Jul 22, 2024
@snnn
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snnn commented Jul 22, 2024

The version is no longer supported. Please try to use the latest ONNX Runtime release with the latest GCC.

@snnn snnn closed this as not planned Won't fix, can't repro, duplicate, stale Jul 22, 2024
@TinyDustCCC
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The version is no longer supported. Please try to use the latest ONNX Runtime release with the latest GCC.

from the readme documentation, I see that onnxruntime 1.5.1 supports gcc 4.9.2. For some reason, I can only use gcc 4.9.2 for cross-compilation. Is there any solution?

@TinyDustCCC
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The version is no longer supported. Please try to use the latest ONNX Runtime release with the latest GCC.

There is also a question about whether Eigen is necessary, whether it can be removed, and how to remove it, I found that I did not call the Eigen library on windos, only the onnxruntime.dll

@snnn
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snnn commented Jul 23, 2024 •
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Eigen is necessary for building onnxruntime.dll. It is not necessary outside of the DLL(i.e. in your code)

@TinyDustCCC
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Eigen is necessary for building onnxruntime.dll. It is not necessary outside of the DLL(i.e. in your code)

If I don't change the GCC version, is there any way?

@snnn
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snnn commented Jul 23, 2024

Sorry I don't know any. The latest ONNX Runtime code works fine with GCC 13 when cross-compiling for ARM32 on x86_64.

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