search

dusty-nv / jetson-containers

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T
MIT License
2.29k stars 470 forks source link

Building container for the nanodb package fails on the Jetson AGX Orin - missing faiss-gpu module? #379

Open stenhelge opened 9 months ago

stenhelge commented 9 months ago

Using a jetson AGX Orin with

-- L4T_VERSION=35.2.1 -- JETPACK_VERSION=5.1 -- CUDA_VERSION=11.4.315 -- LSB_RELEASE=20.04 (focal)

to build the nanodb package fails with the following errors . /usr/bin/ld: ../libfaiss_gpu.a(IVFFlat.cu.o):(.data.rel.ro._ZTVN5faiss3gpu18GpuScalarQuantizerE[_ZTVN5faiss3gpu18GpuScalarQuantizerE]+0x18): undefined reference to faiss::ScalarQuantizer::compute_codes(float const*, unsigned char*, unsigned long) const' /usr/bin/ld: ../libfaiss_gpu.a(IVFFlat.cu.o):(.data.rel.ro._ZTVN5faiss3gpu18GpuScalarQuantizerE[_ZTVN5faiss3gpu18GpuScalarQuantizerE]+0x20): undefined reference tofaiss::ScalarQuantizer::decode(unsigned char const, float, unsigned long) const' /usr/bin/ld: ../libfaiss_gpu.a(IVFFlat.cu.o):(.data.rel.ro._ZTIN5faiss3gpu18GpuScalarQuantizerE[_ZTIN5faiss3gpu18GpuScalarQuantizerE]+0x10): undefined reference to typeinfo for faiss::ScalarQuantizer' /usr/bin/ld: ../libfaiss_gpu.a(IVFPQ.cu.o): in functionfaiss::gpu::IVFPQ::precomputeCodes_(faiss::Index)': tmpxft_000003b1_00000000-6_IVFPQ.compute_87.cudafe1.cpp:(.text+0x1420): undefined reference to `faiss::FaissException::FaissException(std::__cxx11::basic_string<char, std::char_traits, std::allocator > const&, char const, char const*, int)' /usr/bin/ld: tmpxft_000003b1_00000000-6_IVFPQ.compute_87.cudafe1.cpp:(.text+0x142c): undefined reference to typeinfo for faiss::FaissException' /usr/bin/ld: tmpxft_000003b1_00000000-6_IVFPQ.compute_87.cudafe1.cpp:(.text+0x1430): undefined reference totypeinfo for faiss::FaissException' collect2: error: ld returned 1 exit status make[2]: [faiss/gpu/test/CMakeFiles/TestCodePacking.dir/build.make:109: faiss/gpu/test/TestCodePacking] Error 1 make[1]: [CMakeFiles/Makefile2:1810: faiss/gpu/test/CMakeFiles/TestCodePacking.dir/all] Error 2 make: *** [Makefile:146: all] Error 2

It seems that the build procedure is complaining on the missing faiss-gpu module that is not available through pip. If the missing module is the problem, is it possible to build the module from source, and if so what would be the correct parameters to use?

Please advice

dusty-nv commented 9 months ago

Hi @stenhelge, thanks for reporting this - will add it to my list of build issues to debug. For now, would recommend just running dustynv/nanodb:r35.2.1 container image built for JetPack 5.1.