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NobuoTsukamoto / meta-tensorflow-lite

Yocto layer for TensorFlow Lite interpreter with Python / C++.
MIT License
36 stars 18 forks source link

libtensorflow-lite-dev installs extra files and conflicts with rootfs #97

Closed chadrockey closed 2 weeks ago

chadrockey commented 1 month ago

Hi, I'm hoping to get some feedback on what's needed and what's going on here. I have a difficult time building an image that includes libtensorflow-lite-dev.

When I run the command oe-pkgdata-util list-pkg-files libtensorflow-lite-dev, I see extra headers, and I'm not quite sure which ones cause the conflict but I know it's at least one of these. I'll work on a pull request, but I'm going to publicly put my notes as I chip away at this.

I don't see anywhere these are installed, so I'm assuming it's from cmake?

libtensorflow-lite-dev:
    /usr/include/cpuinfo.h
    /usr/include/experiments-config.h
    /usr/include/fp16.h
    /usr/include/fp16/__init__.py
    /usr/include/fp16/avx.py
    /usr/include/fp16/avx2.py
    /usr/include/fp16/bitcasts.h
    /usr/include/fp16/fp16.h
    /usr/include/fp16/psimd.h
    /usr/include/fxdiv.h
    /usr/include/gemmlowp/eight_bit_int_gemm/eight_bit_int_gemm.h
    /usr/include/gemmlowp/fixedpoint/fixedpoint.h
    /usr/include/gemmlowp/fixedpoint/fixedpoint_avx.h
    /usr/include/gemmlowp/fixedpoint/fixedpoint_msa.h
    /usr/include/gemmlowp/fixedpoint/fixedpoint_neon.h
    /usr/include/gemmlowp/fixedpoint/fixedpoint_sse.h
    /usr/include/gemmlowp/fixedpoint/fixedpoint_wasmsimd.h
    /usr/include/gemmlowp/internal/allocator.h
    /usr/include/gemmlowp/internal/block_params.h
    /usr/include/gemmlowp/internal/common.h
    /usr/include/gemmlowp/internal/compute.h
    /usr/include/gemmlowp/internal/detect_platform.h
    /usr/include/gemmlowp/internal/dispatch_gemm_shape.h
    /usr/include/gemmlowp/internal/kernel.h
    /usr/include/gemmlowp/internal/kernel_avx.h
    /usr/include/gemmlowp/internal/kernel_default.h
    /usr/include/gemmlowp/internal/kernel_msa.h
    /usr/include/gemmlowp/internal/kernel_neon.h
    /usr/include/gemmlowp/internal/kernel_reference.h
    /usr/include/gemmlowp/internal/kernel_sse.h
    /usr/include/gemmlowp/internal/multi_thread_gemm.h
    /usr/include/gemmlowp/internal/output.h
    /usr/include/gemmlowp/internal/output_avx.h
    /usr/include/gemmlowp/internal/output_msa.h
    /usr/include/gemmlowp/internal/output_neon.h
    /usr/include/gemmlowp/internal/output_sse.h
    /usr/include/gemmlowp/internal/pack.h
    /usr/include/gemmlowp/internal/pack_avx.h
    /usr/include/gemmlowp/internal/pack_msa.h
    /usr/include/gemmlowp/internal/pack_neon.h
    /usr/include/gemmlowp/internal/pack_sse.h
    /usr/include/gemmlowp/internal/platform.h
    /usr/include/gemmlowp/internal/simd_wrappers.h
    /usr/include/gemmlowp/internal/simd_wrappers_common_neon_sse.h
    /usr/include/gemmlowp/internal/simd_wrappers_msa.h
    /usr/include/gemmlowp/internal/simd_wrappers_neon.h
    /usr/include/gemmlowp/internal/simd_wrappers_sse.h
    /usr/include/gemmlowp/internal/single_thread_gemm.h
    /usr/include/gemmlowp/internal/unpack.h
    /usr/include/gemmlowp/meta/base.h
    /usr/include/gemmlowp/meta/legacy_multi_thread_common.h
    /usr/include/gemmlowp/meta/legacy_multi_thread_gemm.h
    /usr/include/gemmlowp/meta/legacy_multi_thread_gemv.h
    /usr/include/gemmlowp/meta/legacy_operations_common.h
    /usr/include/gemmlowp/meta/legacy_single_thread_gemm.h
    /usr/include/gemmlowp/meta/multi_thread_common.h
    /usr/include/gemmlowp/meta/multi_thread_gemm.h
    /usr/include/gemmlowp/meta/multi_thread_transform.h
    /usr/include/gemmlowp/meta/quantized_mul_kernels.h
    /usr/include/gemmlowp/meta/quantized_mul_kernels_arm_32.h
    /usr/include/gemmlowp/meta/quantized_mul_kernels_arm_64.h
    /usr/include/gemmlowp/meta/single_thread_gemm.h
    /usr/include/gemmlowp/meta/single_thread_transform.h
    /usr/include/gemmlowp/meta/streams.h
    /usr/include/gemmlowp/meta/streams_arm_32.h
    /usr/include/gemmlowp/meta/streams_arm_64.h
    /usr/include/gemmlowp/meta/transform_kernels.h
    /usr/include/gemmlowp/meta/transform_kernels_arm_32.h
    /usr/include/gemmlowp/meta/transform_kernels_arm_64.h
    /usr/include/gemmlowp/profiling/instrumentation.h
    /usr/include/gemmlowp/profiling/profiler.h
    /usr/include/gemmlowp/profiling/pthread_everywhere.h
    /usr/include/gemmlowp/public/bit_depth.h
    /usr/include/gemmlowp/public/gemmlowp.h
    /usr/include/gemmlowp/public/map.h
    /usr/include/gemmlowp/public/output_stages.h
    /usr/include/psimd.h
    /usr/include/pthreadpool.h
       ##### Actually /usr/include/tensorflow includes...
chadrockey commented 1 month ago

Looks like it's the top level includes and the .so

This is the change I can make and get a rootfs:

`  rm -r ${D}/usr/include/*.h
}

# Files dev must be equals, there's something in this variable from before
FILES:${PN}-dev = "${includedir}"`
chadrockey commented 1 month ago

Still having some minor issues. I did determine I can disable the make install with the following. This gets rid of a lot of the seemingly unintended files.

cmake_do_install() {
    # no op
    install -d ${D}/${libdir}
}

do_install:append() {
......
NobuoTsukamoto commented 1 month ago

When I ran make install on TensorFlow v2.17.0, third-party libraries and headers were installed. The following was confirmed on ubuntu22.04. This behavior is probably what is affecting the issue.

# apt update && apt install git cmake build-essential -y
# git clone https://github.com/tensorflow/tensorflow.git
# cd tensorflow/
# git checkout v2.17.0
# cd ../
# mkdir tflite_build && cd tflite_build/
# cmake ../tensorflow/tensorflow/lite/
# make -j12
# make install
...
Install the project...
-- Install configuration: "Release"
-- Installing: /usr/local/include/eigen3/signature_of_eigen3_matrix_library
-- Installing: /usr/local/include/eigen3/Eigen
-- Installing: /usr/local/include/eigen3/Eigen/AccelerateSupport
-- Installing: /usr/local/include/eigen3/Eigen/Cholesky
-- Installing: /usr/local/include/eigen3/Eigen/CholmodSupport
-- Installing: /usr/local/include/eigen3/Eigen/Core
-- Installing: /usr/local/include/eigen3/Eigen/Dense
-- Installing: /usr/local/include/eigen3/Eigen/Eigen
-- Installing: /usr/local/include/eigen3/Eigen/Eigenvalues
-- Installing: /usr/local/include/eigen3/Eigen/Geometry
-- Installing: /usr/local/include/eigen3/Eigen/Householder
-- Installing: /usr/local/include/eigen3/Eigen/IterativeLinearSolvers
-- Installing: /usr/local/include/eigen3/Eigen/Jacobi
-- Installing: /usr/local/include/eigen3/Eigen/KLUSupport
-- Installing: /usr/local/include/eigen3/Eigen/LU
-- Installing: /usr/local/include/eigen3/Eigen/MetisSupport
-- Installing: /usr/local/include/eigen3/Eigen/OrderingMethods
-- Installing: /usr/local/include/eigen3/Eigen/PaStiXSupport
-- Installing: /usr/local/include/eigen3/Eigen/PardisoSupport
-- Installing: /usr/local/include/eigen3/Eigen/QR
-- Installing: /usr/local/include/eigen3/Eigen/QtAlignedMalloc
-- Installing: /usr/local/include/eigen3/Eigen/SPQRSupport
-- Installing: /usr/local/include/eigen3/Eigen/SVD
-- Installing: /usr/local/include/eigen3/Eigen/Sparse
-- Installing: /usr/local/include/eigen3/Eigen/SparseCholesky
-- Installing: /usr/local/include/eigen3/Eigen/SparseCore
-- Installing: /usr/local/include/eigen3/Eigen/SparseLU
-- Installing: /usr/local/include/eigen3/Eigen/SparseQR
-- Installing: /usr/local/include/eigen3/Eigen/StdDeque
-- Installing: /usr/local/include/eigen3/Eigen/StdList
-- Installing: /usr/local/include/eigen3/Eigen/StdVector
-- Installing: /usr/local/include/eigen3/Eigen/SuperLUSupport
-- Installing: /usr/local/include/eigen3/Eigen/ThreadPool
-- Installing: /usr/local/include/eigen3/Eigen/UmfPackSupport
-- Installing: /usr/local/include/eigen3/Eigen/src
-- Installing: /usr/local/include/eigen3/Eigen/src/AccelerateSupport
-- Installing: /usr/local/include/eigen3/Eigen/src/AccelerateSupport/AccelerateSupport.h
-- Installing: /usr/local/include/eigen3/Eigen/src/AccelerateSupport/InternalHeaderCheck.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Cholesky
-- Installing: /usr/local/include/eigen3/Eigen/src/Cholesky/InternalHeaderCheck.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Cholesky/LDLT.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Cholesky/LLT.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Cholesky/LLT_LAPACKE.h
-- Installing: /usr/local/include/eigen3/Eigen/src/CholmodSupport
-- Installing: /usr/local/include/eigen3/Eigen/src/CholmodSupport/CholmodSupport.h
-- Installing: /usr/local/include/eigen3/Eigen/src/CholmodSupport/InternalHeaderCheck.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/ArithmeticSequence.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Array.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/ArrayBase.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/ArrayWrapper.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Assign.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/AssignEvaluator.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Assign_MKL.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/BandMatrix.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Block.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/CommaInitializer.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/ConditionEstimator.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/CoreEvaluators.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/CoreIterators.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/CwiseBinaryOp.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/CwiseNullaryOp.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/CwiseTernaryOp.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/CwiseUnaryOp.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/CwiseUnaryView.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/DenseBase.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/DenseCoeffsBase.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/DenseStorage.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Diagonal.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/DiagonalMatrix.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/DiagonalProduct.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Dot.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/EigenBase.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/ForceAlignedAccess.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Fuzzy.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/GeneralProduct.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/GenericPacketMath.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/GlobalFunctions.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/IO.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/IndexedView.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/InternalHeaderCheck.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Inverse.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Map.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/MapBase.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/MathFunctions.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/MathFunctionsImpl.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Matrix.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/MatrixBase.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/NestByValue.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/NoAlias.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/NumTraits.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/PartialReduxEvaluator.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/PermutationMatrix.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/PlainObjectBase.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Product.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/ProductEvaluators.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Random.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/RandomImpl.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Redux.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Ref.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Replicate.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Reshaped.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/ReturnByValue.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Reverse.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Select.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/SelfAdjointView.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/SelfCwiseBinaryOp.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/SkewSymmetricMatrix3.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Solve.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/SolveTriangular.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/SolverBase.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/StableNorm.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/StlIterators.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Stride.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Swap.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Transpose.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Transpositions.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/TriangularMatrix.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/VectorBlock.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/VectorwiseOp.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/Visitor.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AVX
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AVX/Complex.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AVX/MathFunctions.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AVX/PacketMath.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AVX/TypeCasting.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AVX512
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AVX512/Complex.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AVX512/GemmKernel.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AVX512/MathFunctions.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AVX512/PacketMath.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AVX512/PacketMathFP16.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AVX512/TrsmKernel.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AVX512/TrsmUnrolls.inc
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AVX512/TypeCasting.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AltiVec
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AltiVec/Complex.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AltiVec/MathFunctions.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AltiVec/MatrixProduct.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AltiVec/MatrixProductCommon.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AltiVec/MatrixProductMMA.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AltiVec/MatrixProductMMAbfloat16.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AltiVec/MatrixVectorProduct.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AltiVec/PacketMath.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/AltiVec/TypeCasting.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/Default
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/Default/BFloat16.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/Default/ConjHelper.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/Default/GenericPacketMathFunctions.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/Default/GenericPacketMathFunctionsFwd.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/Default/Half.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/Default/Settings.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/GPU
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/GPU/Complex.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/GPU/MathFunctions.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/GPU/PacketMath.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/GPU/Tuple.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/GPU/TypeCasting.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/HIP
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/HIP/hcc
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/HIP/hcc/math_constants.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/HVX
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/HVX/PacketMath.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/MSA
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/MSA/Complex.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/MSA/MathFunctions.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/MSA/PacketMath.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/NEON
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/NEON/Complex.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/NEON/GeneralBlockPanelKernel.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/NEON/MathFunctions.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/NEON/PacketMath.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/NEON/TypeCasting.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/NEON/UnaryFunctors.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/SSE
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/SSE/Complex.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/SSE/MathFunctions.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/SSE/PacketMath.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/SSE/TypeCasting.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/SVE
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/SVE/MathFunctions.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/SVE/PacketMath.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/SVE/TypeCasting.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/SYCL
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/SYCL/InteropHeaders.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/SYCL/MathFunctions.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/SYCL/PacketMath.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/SYCL/TypeCasting.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/ZVector
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/ZVector/Complex.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/ZVector/MathFunctions.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/arch/ZVector/PacketMath.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/functors
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/functors/AssignmentFunctors.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/functors/BinaryFunctors.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/functors/NullaryFunctors.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/functors/StlFunctors.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/functors/TernaryFunctors.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/functors/UnaryFunctors.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/products
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/products/GeneralBlockPanelKernel.h
-- Installing: /usr/local/include/eigen3/Eigen/src/Core/products/GeneralMatrixMatrix.h
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-- Installing: /usr/local/include/gemmlowp/meta/streams.h
-- Installing: /usr/local/include/gemmlowp/meta/streams_arm_32.h
-- Installing: /usr/local/include/gemmlowp/meta/streams_arm_64.h
-- Installing: /usr/local/include/gemmlowp/meta/transform_kernels.h
-- Installing: /usr/local/include/gemmlowp/meta/transform_kernels_arm_32.h
-- Installing: /usr/local/include/gemmlowp/meta/transform_kernels_arm_64.h
-- Installing: /usr/local/include/gemmlowp/public/bit_depth.h
-- Installing: /usr/local/include/gemmlowp/public/gemmlowp.h
-- Installing: /usr/local/include/gemmlowp/public/map.h
-- Installing: /usr/local/include/gemmlowp/public/output_stages.h
-- Installing: /usr/local/include/gemmlowp/profiling/instrumentation.h
-- Installing: /usr/local/include/gemmlowp/profiling/profiler.h
-- Installing: /usr/local/include/gemmlowp/profiling/pthread_everywhere.h
-- Installing: /usr/local/include/gemmlowp/internal/allocator.h
-- Installing: /usr/local/include/gemmlowp/internal/block_params.h
-- Installing: /usr/local/include/gemmlowp/internal/common.h
-- Installing: /usr/local/include/gemmlowp/internal/compute.h
-- Installing: /usr/local/include/gemmlowp/internal/detect_platform.h
-- Installing: /usr/local/include/gemmlowp/internal/dispatch_gemm_shape.h
-- Installing: /usr/local/include/gemmlowp/internal/kernel.h
-- Installing: /usr/local/include/gemmlowp/internal/kernel_avx.h
-- Installing: /usr/local/include/gemmlowp/internal/kernel_default.h
-- Installing: /usr/local/include/gemmlowp/internal/kernel_msa.h
-- Installing: /usr/local/include/gemmlowp/internal/kernel_neon.h
-- Installing: /usr/local/include/gemmlowp/internal/kernel_reference.h
-- Installing: /usr/local/include/gemmlowp/internal/kernel_sse.h
-- Installing: /usr/local/include/gemmlowp/internal/multi_thread_gemm.h
-- Installing: /usr/local/include/gemmlowp/internal/output.h
-- Installing: /usr/local/include/gemmlowp/internal/output_avx.h
-- Installing: /usr/local/include/gemmlowp/internal/output_msa.h
-- Installing: /usr/local/include/gemmlowp/internal/output_neon.h
-- Installing: /usr/local/include/gemmlowp/internal/output_sse.h
-- Installing: /usr/local/include/gemmlowp/internal/pack.h
-- Installing: /usr/local/include/gemmlowp/internal/pack_avx.h
-- Installing: /usr/local/include/gemmlowp/internal/pack_msa.h
-- Installing: /usr/local/include/gemmlowp/internal/pack_neon.h
-- Installing: /usr/local/include/gemmlowp/internal/pack_sse.h
-- Installing: /usr/local/include/gemmlowp/internal/platform.h
-- Installing: /usr/local/include/gemmlowp/internal/simd_wrappers.h
-- Installing: /usr/local/include/gemmlowp/internal/simd_wrappers_common_neon_sse.h
-- Installing: /usr/local/include/gemmlowp/internal/simd_wrappers_msa.h
-- Installing: /usr/local/include/gemmlowp/internal/simd_wrappers_neon.h
-- Installing: /usr/local/include/gemmlowp/internal/simd_wrappers_sse.h
-- Installing: /usr/local/include/gemmlowp/internal/single_thread_gemm.h
-- Installing: /usr/local/include/gemmlowp/internal/unpack.h
-- Installing: /usr/local/include/gemmlowp/fixedpoint/fixedpoint.h
-- Installing: /usr/local/include/gemmlowp/fixedpoint/fixedpoint_avx.h
-- Installing: /usr/local/include/gemmlowp/fixedpoint/fixedpoint_msa.h
-- Installing: /usr/local/include/gemmlowp/fixedpoint/fixedpoint_neon.h
-- Installing: /usr/local/include/gemmlowp/fixedpoint/fixedpoint_sse.h
-- Installing: /usr/local/include/gemmlowp/fixedpoint/fixedpoint_wasmsimd.h
-- Installing: /usr/local/lib/libeight_bit_int_gemm.a
-- Installing: /usr/local/lib/cmake/gemmlowp/gemmlowp-config.cmake
-- Installing: /usr/local/lib/cmake/gemmlowp/gemmlowp-config-release.cmake
-- Installing: /usr/local/include/NEON_2_SSE.h
-- Installing: /usr/local/lib/cmake/NEON_2_SSE/NEON_2_SSEConfig.cmake
-- Installing: /usr/local/lib/cmake/NEON_2_SSE/NEON_2_SSEConfigVersion.cmake
-- Installing: /usr/local/lib/cmake/NEON_2_SSE/NEON_2_SSETargets.cmake
-- Installing: /usr/local/share/cpuinfo/cpuinfo-config.cmake
-- Installing: /usr/local/lib/libcpuinfo.a
-- Installing: /usr/local/include/cpuinfo.h
-- Installing: /usr/local/share/cpuinfo/cpuinfo-targets.cmake
-- Installing: /usr/local/share/cpuinfo/cpuinfo-targets-release.cmake
-- Installing: /usr/local/lib/pkgconfig/libcpuinfo.pc
-- Installing: /usr/local/lib/libruy_wait.a
-- Installing: /usr/local/lib/libruy_tune.a
-- Installing: /usr/local/lib/libruy_system_aligned_alloc.a
-- Installing: /usr/local/lib/libruy_prepacked_cache.a
-- Installing: /usr/local/lib/libruy_allocator.a
-- Installing: /usr/local/lib/libruy_block_map.a
-- Installing: /usr/local/lib/libruy_blocking_counter.a
-- Installing: /usr/local/lib/libruy_thread_pool.a
-- Installing: /usr/local/lib/libruy_cpuinfo.a
-- Installing: /usr/local/lib/libruy_denormal.a
-- Installing: /usr/local/lib/libruy_apply_multiplier.a
-- Installing: /usr/local/lib/libruy_kernel_arm.a
-- Installing: /usr/local/lib/libruy_pack_arm.a
-- Installing: /usr/local/lib/libruy_kernel_avx512.a
-- Installing: /usr/local/lib/libruy_pack_avx512.a
-- Installing: /usr/local/lib/libruy_have_built_path_for_avx512.a
-- Installing: /usr/local/lib/libruy_kernel_avx2_fma.a
-- Installing: /usr/local/lib/libruy_pack_avx2_fma.a
-- Installing: /usr/local/lib/libruy_have_built_path_for_avx2_fma.a
-- Installing: /usr/local/lib/libruy_kernel_avx.a
-- Installing: /usr/local/lib/libruy_pack_avx.a
-- Installing: /usr/local/lib/libruy_have_built_path_for_avx.a
-- Installing: /usr/local/lib/libruy_context.a
-- Installing: /usr/local/lib/libruy_ctx.a
-- Installing: /usr/local/lib/libruy_context_get_ctx.a
-- Installing: /usr/local/lib/libruy_trmul.a
-- Installing: /usr/local/lib/libruy_prepare_packed_matrices.a
-- Installing: /usr/local/lib/libruy_frontend.a
-- Installing: /usr/local/lib/libruy_profiler_instrumentation.a
-- Installing: /usr/local/lib/libruy_profiler_profiler.a
-- Installing: /usr/local/include/pthreadpool.h
-- Installing: /usr/local/lib/libpthreadpool.a
-- Installing: /usr/local/include/fxdiv.h
-- Installing: /usr/local/include/fp16.h
-- Installing: /usr/local/include/fp16/bitcasts.h
-- Installing: /usr/local/include/fp16/fp16.h
-- Installing: /usr/local/include/fp16/psimd.h
-- Installing: /usr/local/include/fp16/__init__.py
-- Installing: /usr/local/include/fp16/avx.py
-- Installing: /usr/local/include/fp16/avx2.py
-- Installing: /usr/local/include/psimd.h
-- Installing: /usr/local/lib/libXNNPACK.a
-- Installing: /usr/local/include/xnnpack.h
-- Installing: /usr/local/include/experiments-config.h
NobuoTsukamoto commented 1 month ago

There is a build option TFLITE_ENABLE_INSTALL, which is OFF by default, but I would like to check what this option does.

NobuoTsukamoto commented 1 month ago

It seems that the build does not work correctly when the TFLITE_ENABLE_INSTALL build option is ON. A fix is ​​needed in the way cmake_do_install is overwritten.

NobuoTsukamoto commented 1 month ago

Change do_install:append() to do_install(), does it work ?

diff --git a/recipes-framework/tensorflow-lite/libtensorflow-lite_2.17.0.bb b/recipes-framework/tensorflow-lite/libtensorflow-lite_2.17.0.bb
index 6878b08..3a0e023 100755
--- a/recipes-framework/tensorflow-lite/libtensorflow-lite_2.17.0.bb
+++ b/recipes-framework/tensorflow-lite/libtensorflow-lite_2.17.0.bb
@@ -88,7 +88,7 @@ do_configure:append() {
     fi
 }

-do_install:append() {
+do_install() {
     install -d ${D}/${libdir}
     install -m 0755 ${B}/libtensorflow-lite.so  ${D}/${libdir}/
     install -m 0755 ${B}/tensorflow/lite/profiling/proto/libprofiling_info_proto.so ${D}/${libdir}
chadrockey commented 1 month ago

-do_install:append() { +do_install() {

Yes, this does also seem to be a way to avoid the cmake install rules happening! I was worried there may be other install rules but it doesn't appear to be any that are necessary.

Unfortunately, my issue seems to be more complicated than I originally thought.

Even when I remove all of the headers, such that

oe-pkgdata-util list-pkg-files libtensorflow-lite-dev

returns

libtensorflow-lite-dev:

I still get an error. So it seems that the problem must come from requesting the dev image. However adding all the known to me dependencies as -dev works for me without a rootfs issue.

IMAGE_INSTALL:append = " \
    libgfortran-dev \
    libeigen-dev \
    abseil-cpp-dev \
"

To make it even more confusing, I can create a fake dev image by modifying the default recipe install rules to:

FILES:${PN} += "${libdir}/*.so"
FILES:${PN} += "${datadir}/eigen3/*"
FILES:${PN} += "${datadir}/cpuinfo/*"
FILES:${PN} += "${libdir}/cmake/NEON_2_SSE/*"
FILES:${PN} += "${libdir}/pkgconfig/libcpuinfo.pc"
FILES:${PN} += "${libdir}/cmake/gemmlowp/*"

# Total hack because dev image doesn't work due to a rootfs issue
FILES:${PN} += "${includedir}"
FILES:${PN}-dev = ""

This correctly deploys all files and headers and I can build on the target using the library. So for now I'm pretty lost and confused. Something about requesting the -dev version fails the rootfs, but it's not any of the installed files and it's not the dependencies. I'll have to think about and research this more.

NobuoTsukamoto commented 1 month ago

oe-pkgdata-util list-pkg-files tensorflow-lite-dev

returns

$ oe-pkgdata-util list-pkg-files tensorflow-lite-dev
tensorflow-lite-dev:
ERROR: Unable to find any built recipe-space package named tensorflow-lite-dev

https://github.com/openembedded/openembedded-core/blob/yocto-5.0.2/scripts/oe-pkgdata-util#L499

It is possible that the *.pc or config.cmake files are missing. I'll continue investigating.

chadrockey commented 1 month ago

@NobuoTsukamoto sorry, I had the recipe name wrong in my example, it needs to be libtensorflow-lite or libtensorflow-lite-dev

NobuoTsukamoto commented 1 month ago

https://github.com/NobuoTsukamoto/meta-tensorflow-lite/issues/97#issuecomment-2282749870 Did this fix avoid the issue? I'll try to put the fix in the main, scarthgap and Kirkstone branches.

chadrockey commented 4 weeks ago

@NobuoTsukamoto it helps but doesn't resolve my issue. I must have an issue where -dev of libtensorflow-lite triggers an issue with one of the dependencies -dev libraries. I haven't tracked down which one it could be yet.

NobuoTsukamoto commented 2 weeks ago

I checked it with the scarthgap branch.

I added the following to auto.conf.

FORTRAN:forcevariable = ",fortran"
MACHINE ?= "raspberrypi4-64"
IMAGE_INSTALL:append = " libtensorflow-lite-dev"

I build it with the core-image-minimal target, but no errors occur.

bitbake core-image-minimal
WARNING: Host distribution "fedora-40" has not been validated with this version of the build system; you may possibly experience unexpected failures. It is recommended that you use a tested distribution.
Loading cache: 100% |##########################################################################################################################################################################################################################################################################################| Time: 0:00:04
Loaded 4752 entries from dependency cache.
NOTE: Resolving any missing task queue dependencies

Build Configuration:
BB_VERSION           = "2.8.0"
BUILD_SYS            = "x86_64-linux"
NATIVELSBSTRING      = "universal"
TARGET_SYS           = "aarch64-poky-linux"
MACHINE              = "raspberrypi4-64"
DISTRO               = "poky"
DISTRO_VERSION       = "5.0.3"
TUNE_FEATURES        = "aarch64 crc cortexa72"
TARGET_FPU           = ""
meta                 
meta-poky            
meta-yocto-bsp       = "scarthgap:a39380d9c94a8c4e1b50c76390b08680ccd5eaaf"
meta-oe              
meta-python          
meta-networking      
meta-multimedia      = "scarthgap:64c481d017c1b5b5eae619a367a5e8fa00f1b156"
meta-raspberrypi     = "scarthgap:1918a27419dcd5e79954c0dc0edddcde91057a7e"
meta-tensorflow-lite = "scarthgap_fix_install_issue:09eea226923dcdc986d57217e5a5ed4a6d5a1716"

Is there a combination that is causing this? If you can share the steps that cause the error, please let me know.

chadrockey commented 2 weeks ago

I'm not sure, will take some time to track down. It seems that in my build (kirkstone with updated recipes for abseil and flat buffers), one of the dev dependencies causes a conflict but I can't determine which one it is.