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microsoft / onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
https://onnxruntime.ai
MIT License
14.06k stars 2.83k forks source link

[Build] error cross compiling #21500

Closed saad-koukous closed 1 month ago

saad-koukous commented 1 month ago

Describe the issue

I'm trying to cross-compile the library v1.19.1, but I got an error in the last step when reaching 100%. I successfully built all previous versions, but none of these versions support my model and they give me a segmentation fault error.

Urgency

No response

Target platform

beagleBone Black rev3 armv7 gcc 8.3

Build script

ARMCC_FLAGS="-march=armv7-a -mfpu=neon-vfpv3 -funsafe-math-optimizations -mfp16-format=ieee" ARMCC_PREFIX=/home/saad/toolchains/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/arm-linux-gnueabihf- cmake -DCMAKE_C_COMPILER=${ARMCC_PREFIX}gcc \ -DCMAKE_CXX_COMPILER=${ARMCC_PREFIX}g++ \ -DCMAKE_C_FLAGS="${ARMCC_FLAGS}" \ -DCMAKE_CXX_FLAGS="${ARMCC_FLAGS}" \ -DCMAKE_SYSTEM_NAME=Linux \ -DCMAKE_SYSTEM_PROCESSOR=armv7 \ -DCMAKE_VERBOSE_MAKEFILE:BOOL=ON \ -Donnxruntime_BUILD_SHARED_LIB=ON \ -Donnxruntime_BUILD_UNIT_TESTS=OFF \ -Donnxruntime_MINIMAL_BUILD=ON \ -DCMAKE_BUILD_TYPE=MinSizeRel \ -Donnxruntime_ENABLE_CPUINFO=OFF \ ../cmake make -j6

Error / output

[100%] Linking CXX shared library libonnxruntime.so /usr/bin/cmake -E cmake_link_script CMakeFiles/onnxruntime.dir/link.txt --verbose=1 /home/saad/toolchains/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/arm-linux-gnueabihf-g++ -fPIC -march=armv7-a -mfpu=neon-vfpv3 -funsafe-math-optimizations -mfp16-format=ieee -ffunction-sections -fdata-sections -fno-exceptions -fno-unwind-tables -fno-asynchronous-unwind-tables -Wno-error=attributes -Wno-restrict -mfpu=neon -Os -DNDEBUG -Xlinker --version-script=/home/saad/onnxruntime/arm32/onnxruntime.lds -Xlinker --no-undefined -Xlinker --gc-sections -z noexecstack -s -Wl,--gc-sections -Wl,-rpath='$ORIGIN' -shared -Wl,-soname,libonnxruntime.so.1.19.0 -o libonnxruntime.so.1.19.0 CMakeFiles/onnxruntime.dir/generated_source.c.o libonnxruntime_session.a libonnxruntime_optimizer.a libonnxruntime_providers.a libonnxruntime_framework.a libonnxruntime_graph.a libonnxruntime_util.a libonnxruntime_mlas.a libonnxruntime_common.a libonnxruntime_flatbuffers.a libonnx.a libonnx_proto.a _deps/protobuf-build/libprotobuf-lite.a _deps/re2-build/libre2.a _deps/flatbuffers-build/libflatbuffers.a _deps/abseil_cpp-build/absl/hash/libabsl_city.a _deps/abseil_cpp-build/absl/hash/libabsl_hash.a _deps/abseil_cpp-build/absl/hash/libabsl_low_level_hash.a _deps/abseil_cpp-build/absl/container/libabsl_raw_hash_set.a _deps/abseil_cpp-build/absl/base/libabsl_raw_logging_internal.a _deps/abseil_cpp-build/absl/strings/libabsl_str_format_internal.a _deps/abseil_cpp-build/absl/strings/libabsl_string_view.a _deps/abseil_cpp-build/absl/synchronization/libabsl_synchronization.a _deps/abseil_cpp-build/absl/base/libabsl_base.a _deps/abseil_cpp-build/absl/time/libabsl_civil_time.a _deps/abseil_cpp-build/absl/debugging/libabsl_debugging_internal.a _deps/abseil_cpp-build/absl/debugging/libabsl_demangle_internal.a _deps/abseil_cpp-build/absl/synchronization/libabsl_graphcycles_internal.a _deps/abseil_cpp-build/absl/numeric/libabsl_int128.a _deps/abseil_cpp-build/absl/synchronization/libabsl_kernel_timeout_internal.a _deps/abseil_cpp-build/absl/base/libabsl_log_severity.a _deps/abseil_cpp-build/absl/base/libabsl_malloc_internal.a _deps/abseil_cpp-build/absl/base/libabsl_spinlock_wait.a _deps/abseil_cpp-build/absl/debugging/libabsl_stacktrace.a _deps/abseil_cpp-build/absl/strings/libabsl_string_view.a _deps/abseil_cpp-build/absl/strings/libabsl_strings.a _deps/abseil_cpp-build/absl/strings/libabsl_strings_internal.a _deps/abseil_cpp-build/absl/debugging/libabsl_symbolize.a _deps/abseil_cpp-build/absl/base/libabsl_throw_delegate.a _deps/abseil_cpp-build/absl/time/libabsl_time.a _deps/abseil_cpp-build/absl/time/libabsl_time_zone.a _deps/google_nsync-build/libnsync_cpp.a -ldl -lrt _deps/abseil_cpp-build/absl/flags/libabsl_flags_internal.a _deps/abseil_cpp-build/absl/flags/libabsl_flags_marshalling.a _deps/abseil_cpp-build/absl/flags/libabsl_flags_reflection.a _deps/abseil_cpp-build/absl/flags/libabsl_flags_config.a _deps/abseil_cpp-build/absl/flags/libabsl_flags_program_name.a _deps/abseil_cpp-build/absl/flags/libabsl_flags_private_handle_accessor.a _deps/abseil_cpp-build/absl/flags/libabsl_flags_commandlineflag.a _deps/abseil_cpp-build/absl/flags/libabsl_flags_commandlineflag_internal.a _deps/abseil_cpp-build/absl/container/libabsl_raw_hash_set.a _deps/abseil_cpp-build/absl/container/libabsl_hashtablez_sampler.a _deps/abseil_cpp-build/absl/hash/libabsl_hash.a _deps/abseil_cpp-build/absl/hash/libabsl_city.a _deps/abseil_cpp-build/absl/hash/libabsl_low_level_hash.a _deps/abseil_cpp-build/absl/types/libabsl_bad_variant_access.a _deps/abseil_cpp-build/absl/strings/libabsl_cord.a _deps/abseil_cpp-build/absl/strings/libabsl_cordz_info.a _deps/abseil_cpp-build/absl/strings/libabsl_cord_internal.a _deps/abseil_cpp-build/absl/strings/libabsl_cordz_functions.a _deps/abseil_cpp-build/absl/profiling/libabsl_exponential_biased.a _deps/abseil_cpp-build/absl/strings/libabsl_cordz_handle.a _deps/abseil_cpp-build/absl/crc/libabsl_crc_cord_state.a _deps/abseil_cpp-build/absl/crc/libabsl_crc32c.a _deps/abseil_cpp-build/absl/crc/libabsl_crc_internal.a _deps/abseil_cpp-build/absl/crc/libabsl_crc_cpu_detect.a _deps/abseil_cpp-build/absl/types/libabsl_bad_optional_access.a _deps/abseil_cpp-build/absl/strings/libabsl_str_format_internal.a _deps/abseil_cpp-build/absl/synchronization/libabsl_synchronization.a _deps/abseil_cpp-build/absl/synchronization/libabsl_graphcycles_internal.a _deps/abseil_cpp-build/absl/synchronization/libabsl_kernel_timeout_internal.a _deps/abseil_cpp-build/absl/debugging/libabsl_stacktrace.a _deps/abseil_cpp-build/absl/debugging/libabsl_symbolize.a _deps/abseil_cpp-build/absl/debugging/libabsl_debugging_internal.a _deps/abseil_cpp-build/absl/debugging/libabsl_demangle_internal.a _deps/abseil_cpp-build/absl/base/libabsl_malloc_internal.a _deps/abseil_cpp-build/absl/time/libabsl_time.a _deps/abseil_cpp-build/absl/time/libabsl_civil_time.a _deps/abseil_cpp-build/absl/time/libabsl_time_zone.a _deps/abseil_cpp-build/absl/strings/libabsl_strings.a _deps/abseil_cpp-build/absl/numeric/libabsl_int128.a _deps/abseil_cpp-build/absl/strings/libabsl_strings_internal.a _deps/abseil_cpp-build/absl/strings/libabsl_string_view.a _deps/abseil_cpp-build/absl/base/libabsl_base.a _deps/abseil_cpp-build/absl/base/libabsl_spinlock_wait.a -lrt _deps/abseil_cpp-build/absl/base/libabsl_throw_delegate.a _deps/abseil_cpp-build/absl/base/libabsl_raw_logging_internal.a _deps/abseil_cpp-build/absl/base/libabsl_log_severity.a -lpthread /home/saad/toolchains/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/../lib/gcc/arm-linux-gnueabihf/8.3.0/../../../../arm-linux-gnueabihf/bin/ld: libonnxruntime_session.a(abi_session_options.cc.o): in function std::enable_if<std::__and_<std::__not_<std::is_same<std::remove_cv<char const*>::type, std::filesystem::__cxx11::path> >, std::__not_<std::is_void<char const*> >, std::filesystem::__cxx11::path::__constructible_from<char const*, void> >::value, std::filesystem::__cxx11::path>::type& std::filesystem::__cxx11::path::operator=<char const*>(char const* const&)': abi_session_options.cc:(.text._ZNSt10filesystem7__cxx114pathaSIPKcEERNSt9enable_ifIXsrSt6__and_IJSt6__not_ISt7is_sameINSt9remove_cvIT_E4typeES1_EES7_ISt7is_voidISA_EENS1_20__constructible_fromISA_vEEEE5valueES1_E4typeERKSA_[_ZNSt10filesystem7__cxx114pathaSIPKcEERNSt9enable_ifIXsrSt6__and_IJSt6__not_ISt7is_sameINSt9remove_cvIT_E4typeES1_EES7_ISt7is_voidISA_EENS1_20__constructible_fromISA_vEEEE5valueES1_E4typeERKSA_]+0x40): undefined reference tostd::filesystem::cxx11::path::_M_split_cmpts()' /home/saad/toolchains/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/../lib/gcc/arm-linux-gnueabihf/8.3.0/../../../../arm-linux-gnueabihf/bin/ld: abi_session_options.cc:(.text._ZNSt10filesystem7__cxx114pathaSIPKcEERNSt9enable_ifIXsrSt6and_IJSt6not_ISt7is_sameINSt9remove_cvIT_E4typeES1_EES7_ISt7is_voidISA_EENS1_20__constructible_fromISA_vEEEE5valueES1E4typeERKSA[_ZNSt10filesystem7cxx114pathaSIPKcEERNSt9enable_ifIXsrSt6and_IJSt6__not_ISt7is_sameINSt9remove_cvIT_E4typeES1_EES7_ISt7is_voidISA_EENS1_20constructible_fromISA_vEEEE5valueES1E4typeERKSA]+0xac): undefined reference to std::filesystem::__cxx11::path::_M_split_cmpts()' /home/saad/toolchains/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/../lib/gcc/arm-linux-gnueabihf/8.3.0/../../../../arm-linux-gnueabihf/bin/ld: libonnxruntime_framework.a(session_state_utils.cc.o): in functionstd::filesystem::cxx11::path::path<char const*, std::filesystem::cxx11::path>(char const const&, std::filesystem::cxx11::path::format)': session_state_utils.cc:(.text._ZNSt10filesystem7cxx114pathC2IPKcS1_EERKT_NS1_6formatE[_ZNSt10filesystem7cxx114pathC5IPKcS1_EERKT_NS1_6formatE]+0x30): undefined reference to `std::filesystem::cxx11::path::_M_split_cmpts()' /home/saad/toolchains/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/../lib/gcc/arm-linux-gnueabihf/8.3.0/../../../../arm-linux-gnueabihf/bin/ld: libonnxruntime_framework.a(tensorprotoutils.cc.o): in function std::filesystem::__cxx11::path::operator/=(std::filesystem::__cxx11::path const&)': tensorprotoutils.cc:(.text._ZNSt10filesystem7__cxx114pathdVERKS1_[_ZNSt10filesystem7__cxx114pathdVERKS1_]+0x10): undefined reference tostd::filesystem::cxx11::path::has_root_directory() const' /home/saad/toolchains/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/../lib/gcc/arm-linux-gnueabihf/8.3.0/../../../../arm-linux-gnueabihf/bin/ld: tensorprotoutils.cc:(.text._ZNSt10filesystem7cxx114pathdVERKS1_[_ZNSt10filesystem7cxx114pathdVERKS1_]+0x3c): undefined reference to `std::filesystem::__cxx11::path::has_filename() const' /home/saad/toolchains/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/../lib/gcc/arm-linux-gnueabihf/8.3.0/../../../../arm-linux-gnueabihf/bin/ld: tensorprotoutils.cc:(.text._ZNSt10filesystem7cxx114pathdVERKS1_[_ZNSt10filesystem7cxx114pathdVERKS1_]+0xfc): undefined reference to std::filesystem::__cxx11::path::_M_split_cmpts()' /home/saad/toolchains/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/../lib/gcc/arm-linux-gnueabihf/8.3.0/../../../../arm-linux-gnueabihf/bin/ld: libonnxruntime_framework.a(tensorprotoutils.cc.o): in functionstd::filesystem::cxx11::path::path<std::cxx11::basic_string<char, std::char_traits, std::allocator >, std::filesystem::cxx11::path>(std::cxx11::basic_string<char, std::char_traits, std::allocator > const&, std::filesystem::cxx11::path::format)': tensorprotoutils.cc:(.text._ZNSt10filesystem7cxx114pathC2INSt7cxx1112basic_stringIcSt11char_traitsIcESaIcEEES1_EERKT_NS1_6formatE[_ZNSt10filesystem7cxx114pathC5INSt7cxx1112basic_stringIcSt11char_traitsIcESaIcEEES1_EERKT_NS1_6formatE]+0x3c): undefined reference to std::filesystem::__cxx11::path::_M_split_cmpts()' /home/saad/toolchains/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/../lib/gcc/arm-linux-gnueabihf/8.3.0/../../../../arm-linux-gnueabihf/bin/ld: libonnxruntime_framework.a(tensorprotoutils.cc.o): in functiononnxruntime::utils::UnpackInitializerData(onnx::TensorProto const&, std::filesystem::cxx11::path const&, std::vector<unsigned char, std::allocator >&)': tensorprotoutils.cc:(.text._ZN11onnxruntime5utils21UnpackInitializerDataERKN4onnx11TensorProtoERKNSt10filesystem7cxx114pathERSt6vectorIhSaIhEE+0x38): undefined reference to `std::filesystem::cxx11::path::parent_path() const' /home/saad/toolchains/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/../lib/gcc/arm-linux-gnueabihf/8.3.0/../../../../arm-linux-gnueabihf/bin/ld: libonnxruntime_framework.a(tensorprotoutils.cc.o): in function `onnxruntime::utils::GetExtDataFromTensorProto(onnxruntime::Env const&, std::filesystem::cxx11::path const&, onnx::TensorProto const&, void&, SafeInt<unsigned int, SafeIntExceptionHandler >&, onnxruntime::OrtCallback&)': tensorprotoutils.cc:(.text._ZN11onnxruntime5utils25GetExtDataFromTensorProtoERKNS_3EnvERKNSt10filesystem7cxx114pathERKN4onnx11TensorProtoERPvR7SafeIntIj23SafeIntExceptionHandlerINS_20OnnxRuntimeExceptionEEERNS_11OrtCallbackE+0x240): undefined reference to `std::filesystem::file_size(std::filesystem::__cxx11::path const&)' /home/saad/toolchains/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/../lib/gcc/arm-linux-gnueabihf/8.3.0/../../../../arm-linux-gnueabihf/bin/ld: tensorprotoutils.cc:(.text._ZN11onnxruntime5utils25GetExtDataFromTensorProtoERKNS_3EnvERKNSt10filesystem7cxx114pathERKN4onnx11TensorProtoERPvR7SafeIntIj23SafeIntExceptionHandlerINS_20OnnxRuntimeExceptionEEERNS_11OrtCallbackE+0x400): undefined reference to std::filesystem::__cxx11::path::_M_split_cmpts()' /home/saad/toolchains/gcc-arm-8.3-2019.03-x86_64-arm-linux-gnueabihf/bin/../lib/gcc/arm-linux-gnueabihf/8.3.0/../../../../arm-linux-gnueabihf/bin/ld: tensorprotoutils.cc:(.text._ZN11onnxruntime5utils25GetExtDataFromTensorProtoERKNS_3EnvERKNSt10filesystem7__cxx114pathERKN4onnx11TensorProtoERPvR7SafeIntIj23SafeIntExceptionHandlerINS_20OnnxRuntimeExceptionEEERNS_11OrtCallbackE+0x418): undefined reference tostd::filesystem::file_size(std::filesystem::__cxx11::path const&)' collect2: error: ld returned 1 exit status make[2]: [CMakeFiles/onnxruntime.dir/build.make:188: libonnxruntime.so.1.19.0] Error 1 make[2]: Leaving directory '/home/saad/onnxruntime/arm32' make[1]: [CMakeFiles/Makefile2:2086: CMakeFiles/onnxruntime.dir/all] Error 2 make[1]: Leaving directory '/home/saad/onnxruntime/arm32' make: *** [Makefile:149: all] Error 2

Visual Studio Version

No response

GCC / Compiler Version

No response

skottmckay commented 1 month ago

std::filesystem is from C++17. May require gcc 9.x or later.

saad-koukous commented 1 month ago

Is there a method to use GCC 8? Because my target only has this toolchain.

snnn commented 1 month ago

No, it is not possible. Or you use an older version of ONNX Runtime.

snnn commented 1 month ago

BeagleBone Black supports Debian 11 which is very new.