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FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks
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undefined symbol: _ZN10tensorflow16CorrelationGrad #43

Open irwinherrmann opened 6 years ago

irwinherrmann commented 6 years ago

Env: cuda: 9.0 cudnn: 9.0 tensorflow: 1.8.0 Ubuntu 16.04

I followed the instructions in Wxjwjj's post. Still get errors.

File "/home/charles/Libraries/anaconda2/envs/tensorflow1.2/lib/python2.7/site-packages/tensorflow/python/framework/load_library.py", line 64, in load_op_library None, None, error_msg, error_code) tensorflow.python.framework.errors_impl.NotFoundError: src/ops/build/correlation.so: undefined symbol: _ZN10tensorflow16CorrelationGradAERKN5Eigen9GpuDeviceEiiiiiiiiiiiiiiiiiPKfS5_Pf

This is after commenting out -DGOOGLE_CUDA=1. With that, I get the following error during the make process:

48 errors detected in the compilation of "/tmp/tmpxft_000076b3_00000000-7_data_augmentation.cu.cpp1.ii".

honeygupta commented 6 years ago

For me, it gave this error if I used any tensorflow version other than 1.2.

Iamanorange commented 6 years ago

DO NOT COMMENT -DGOOGLE_CUDA=1, or you will lose GPU support.

If your error mentioned:

error: calling a constexpr __host function("xxxx") from a __device function("CudaAtomicAdd") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

You can try add flag '--expt-relaxed-constexpr' to GPUCC in Makefile: GPUCC = nvcc --expt-relaxed-constexpr

If it's not fixed, can you paste full error message here?

irwinherrmann commented 6 years ago

nvcc --expt-relaxed-constexpr -g -std=c++11 -Ipython -c "import tensorflow; print(tensorflow.sysconfig.get_include())" -I"/usr/local/cuda/include" -DGOOGLE_CUDA=1 -D_MWAITXINTRIN_H_INCLUDED -D_FORCE_INLINES -D__STRICT_ANSI__ -D_GLIBCXX_USE_CXX11_ABI=0 -c src/ops/preprocessing/kernels/data_augmentation.cu.cc -x cu -Xcompiler -fPIC -o src/ops/build/data_augmentation.o /usr/lib/gcc/x86_64-linux-gnu/5/include/emmintrin.h(1294): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/emmintrin.h(1300): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/emmintrin.h(1306): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/emmintrin.h(1312): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/emmintrin.h(1318): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/emmintrin.h(1324): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/emmintrin.h(1330): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/emmintrin.h(1336): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/emmintrin.h(1342): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/smmintrin.h(270): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/smmintrin.h(798): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx2intrin.h(233): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx2intrin.h(240): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx2intrin.h(247): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx2intrin.h(254): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx2intrin.h(261): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx2intrin.h(268): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx2intrin.h(275): error: expression must have arithmetic, unscoped enum, or pointer type

/usr/lib/gcc/x86_64-linux-gnu/5/include/avx2intrin.h(282): error: expression must have arithmetic, unscoped enum, or pointer type

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(96): error: identifier "x" is undefined

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(136): error: identifier "x" is undefined

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(136): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(221): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(221): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(274): error: class "__half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(300): error: class "__half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(311): error: class "__half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(320): error: class "__half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(329): error: class "__half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(333): error: class "__half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(350): error: class "__half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(362): error: class "__half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(370): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(376): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(385): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(385): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(522): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(522): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(554): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/src/Tensor/TensorRandom.h(87): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/src/Tensor/TensorRandom.h(89): error: class "Eigen::half" has no member "x"

/usr/include/c++/5/bits/stl_tree.h(1440): error: identifier "_Compare" is undefined

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/google/protobuf/map.h(681): warning: type qualifier on return type is meaningless

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/tensorflow/core/framework/partial_tensor_shape.h(77): warning: integer conversion resulted in a change of sign

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/tensorflow/core/framework/op_kernel.h(322): warning: type qualifier on return type is meaningless

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/tensorflow/core/util/cuda_kernel_helper.h(235): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/tensorflow/core/util/cuda_kernel_helper.h(237): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/tensorflow/core/util/cuda_kernel_helper.h(242): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/tensorflow/core/util/cuda_kernel_helper.h(244): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/tensorflow/core/util/cuda_kernel_helper.h(277): error: class "Eigen::half" has no member "x"

/home/charles/Libraries/anaconda2/envs/tensorflow/lib/python2.7/site-packages/tensorflow/include/tensorflow/core/util/cuda_kernel_helper.h(294): error: class "Eigen::half" has no member "x"

48 errors detected in the compilation of "/tmp/tmpxft_00003273_00000000-7_data_augmentation.cu.cpp1.ii". Makefile:62: recipe for target 'preprocessing' failed make: *** [preprocessing] Error 2

Po-Hsuan-Huang commented 5 years ago

@Iamanorange

I have the same error, 

1 error detected in the compilation of   "/tmp/tmpxft_00005725_00000000-6_data_augmentation.cu.cpp1.ii".
Makefile:63: recipe for target 'preprocessing' failed
make: *** [preprocessing] Error 1

I modified my Makefile based on issue#45

Edit Makefile: from CFLAGS = -std=c++11 -I$(TF_INC) -I"$(CUDA_HOME)/include" -DGOOGLE_CUDA=1 to CFLAGS = -std=c++11 -I$(TF_INC) -I"$(CUDA_HOME)/.." -DGOOGLE_CUDA=1

issue#28

-D_GLIBCXX_USE_CXX11_ABI=0

TF_LIB = python -c "import tensorflow; print(tensorflow.sysconfig.get_lib())" CGPUFLAGS = -L$(CUDA_HOME)/lib -L$(CUDA_HOME)/lib64 -lcudart -L$(TF_LIB) -ltensorflow_framework

my environment :

Ubuntu 18.04 cuda 10.0 gcc 7.3.0 (Ubuntu 7.3.0-27ubuntu1~18.04)

packages in conda environment

Name Version Build Channel cudnn 7.2.1 cuda9.2_0
cudatoolkit 9.2 0
tensorflow 1.11.0 gpu_py36h9c9050a_0
tensorflow-base 1.11.0 gpu_py36had579c0_0
tensorflow-gpu 1.11.0 h0d30ee6_0

But if I remove -DGOOGLE_CUDA=1, the error is gone, but I encounter another error

tensorflow.python.framework.errors_impl.NotFoundError: /home/pohsuanh/Documents/flownet2-tf/src/./ops/build/correlation.so: undefined symbol: _ZN10tensorflow16CorrelationGradAERKN5Eigen9GpuDeviceEiiiiiiiiiiiiiiiiiPKfS5_Pf

Iamanorange commented 5 years ago

You error seems different from irwinherrmann's (you have only 1 error for target preprocessing but he has 48). Can you paste your full error message?

The Makefile should be OK. '-DGOOGLE_CUDA=1' is needed because the OPs was targeted on CUDA.

For environment, CUDA 10 and gcc 7 may be too high. I'm not sure if they works. You can try to build with gcc 5 and cuda 9.x.

I don't use conda. Not sure if it works, too.

Po-Hsuan-Huang commented 5 years ago

nvcc --expt-relaxed-constexpr -g -std=c++11 -Ipython3 -c "import tensorflow; print(tensorflow.sysconfig.get_include())" -I"/usr/local/cuda/.." -DGOOGLE_CUDA=1 -D_MWAITXINTRIN_H_INCLUDED -D_FORCE_INLINES -D__STRICT_ANSI__ -c src/ops/preprocessing/kernels/data_augmentation.cu.cc -x cu -Xcompiler -fPIC -o src/ops/build/data_augmentation.o In file included from /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/Core:269:0, from /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/Tensor:14, from /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/third_party/eigen3/unsupported/Eigen/CXX11/Tensor:1, from /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/tensorflow/core/framework/tensor_types.h:19, from src/ops/preprocessing/kernels/augmentation_base.h:4, from src/ops/preprocessing/kernels/data_augmentation.cu.cc:5: /usr/local/cuda-10.0/bin/..//include/host_defines.h:54:2: warning: #warning "host_defines.h is an internal header file and must not be used directly. This file will be removed in a future CUDA release. Please use cuda_runtime_api.h or cuda_runtime.h instead." [-Wcpp]

warning "host_defines.h is an internal header file and must not be used directly. This file will be removed in a future CUDA release. Please use cuda_runtime_api.h or cuda_runtime.h instead."

^~~ /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/absl/strings/string_view.h(501): error: constexpr function return is non-constant

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/google/protobuf/arena_impl.h(55): warning: integer conversion resulted in a change of sign

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/google/protobuf/arena_impl.h(309): warning: integer conversion resulted in a change of sign

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/google/protobuf/arena_impl.h(310): warning: integer conversion resulted in a change of sign

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(651): warning: missing return statement at end of non-void function "Eigen::internal::igammac_cf_impl<Scalar, mode>::run [with Scalar=float, mode=Eigen::internal::VALUE]" detected during: instantiation of "Scalar Eigen::internal::igammac_cf_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::VALUE]" (855): here instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::VALUE]" (2096): here instantiation of "Eigen::internal::igamma_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma(const Scalar &, const Scalar &) [with Scalar=float]" /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(34): here

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(712): warning: missing return statement at end of non-void function "Eigen::internal::igamma_series_impl<Scalar, mode>::run [with Scalar=float, mode=Eigen::internal::VALUE]" detected during: instantiation of "Scalar Eigen::internal::igamma_series_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::VALUE]" (863): here instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::VALUE]" (2096): here instantiation of "Eigen::internal::igamma_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma(const Scalar &, const Scalar &) [with Scalar=float]" /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(34): here

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(651): warning: missing return statement at end of non-void function "Eigen::internal::igammac_cf_impl<Scalar, mode>::run [with Scalar=float, mode=Eigen::internal::DERIVATIVE]" detected during: instantiation of "Scalar Eigen::internal::igammac_cf_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::DERIVATIVE]" (855): here instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::DERIVATIVE]" (2102): here instantiation of "Eigen::internal::igamma_der_a_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma_der_a(const Scalar &, const Scalar &) [with Scalar=float]" /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(38): here

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(712): warning: missing return statement at end of non-void function "Eigen::internal::igamma_series_impl<Scalar, mode>::run [with Scalar=float, mode=Eigen::internal::DERIVATIVE]" detected during: instantiation of "Scalar Eigen::internal::igamma_series_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::DERIVATIVE]" (863): here instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::DERIVATIVE]" (2102): here instantiation of "Eigen::internal::igamma_der_a_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma_der_a(const Scalar &, const Scalar &) [with Scalar=float]" /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(38): here

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(651): warning: missing return statement at end of non-void function "Eigen::internal::igammac_cf_impl<Scalar, mode>::run [with Scalar=float, mode=Eigen::internal::SAMPLE_DERIVATIVE]" detected during: instantiation of "Scalar Eigen::internal::igammac_cf_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::SAMPLE_DERIVATIVE]" (855): here instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::SAMPLE_DERIVATIVE]" (2108): here instantiation of "Eigen::internal::gamma_sample_der_alpha_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::gamma_sample_der_alpha(const Scalar &, const Scalar &) [with Scalar=float]" /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(42): here

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(712): warning: missing return statement at end of non-void function "Eigen::internal::igamma_series_impl<Scalar, mode>::run [with Scalar=float, mode=Eigen::internal::SAMPLE_DERIVATIVE]" detected during: instantiation of "Scalar Eigen::internal::igamma_series_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::SAMPLE_DERIVATIVE]" (863): here instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::SAMPLE_DERIVATIVE]" (2108): here instantiation of "Eigen::internal::gamma_sample_der_alpha_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::gamma_sample_der_alpha(const Scalar &, const Scalar &) [with Scalar=float]" /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(42): here

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(651): warning: missing return statement at end of non-void function "Eigen::internal::igammac_cf_impl<Scalar, mode>::run [with Scalar=double, mode=Eigen::internal::VALUE]" detected during: instantiation of "Scalar Eigen::internal::igammac_cf_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::VALUE]" (855): here instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::VALUE]" (2096): here instantiation of "Eigen::internal::igamma_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma(const Scalar &, const Scalar &) [with Scalar=double]" /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(120): here

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(712): warning: missing return statement at end of non-void function "Eigen::internal::igamma_series_impl<Scalar, mode>::run [with Scalar=double, mode=Eigen::internal::VALUE]" detected during: instantiation of "Scalar Eigen::internal::igamma_series_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::VALUE]" (863): here instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::VALUE]" (2096): here instantiation of "Eigen::internal::igamma_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma(const Scalar &, const Scalar &) [with Scalar=double]" /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(120): here

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(651): warning: missing return statement at end of non-void function "Eigen::internal::igammac_cf_impl<Scalar, mode>::run [with Scalar=double, mode=Eigen::internal::DERIVATIVE]" detected during: instantiation of "Scalar Eigen::internal::igammac_cf_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::DERIVATIVE]" (855): here instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::DERIVATIVE]" (2102): here instantiation of "Eigen::internal::igamma_der_a_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma_der_a(const Scalar &, const Scalar &) [with Scalar=double]" /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(135): here

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(712): warning: missing return statement at end of non-void function "Eigen::internal::igamma_series_impl<Scalar, mode>::run [with Scalar=double, mode=Eigen::internal::DERIVATIVE]" detected during: instantiation of "Scalar Eigen::internal::igamma_series_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::DERIVATIVE]" (863): here instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::DERIVATIVE]" (2102): here instantiation of "Eigen::internal::igamma_der_a_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma_der_a(const Scalar &, const Scalar &) [with Scalar=double]" /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(135): here

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(651): warning: missing return statement at end of non-void function "Eigen::internal::igammac_cf_impl<Scalar, mode>::run [with Scalar=double, mode=Eigen::internal::SAMPLE_DERIVATIVE]" detected during: instantiation of "Scalar Eigen::internal::igammac_cf_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::SAMPLE_DERIVATIVE]" (855): here instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::SAMPLE_DERIVATIVE]" (2108): here instantiation of "Eigen::internal::gamma_sample_der_alpha_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::gamma_sample_der_alpha(const Scalar &, const Scalar &) [with Scalar=double]" /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(154): here

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(712): warning: missing return statement at end of non-void function "Eigen::internal::igamma_series_impl<Scalar, mode>::run [with Scalar=double, mode=Eigen::internal::SAMPLE_DERIVATIVE]" detected during: instantiation of "Scalar Eigen::internal::igamma_series_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::SAMPLE_DERIVATIVE]" (863): here instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::SAMPLE_DERIVATIVE]" (2108): here instantiation of "Eigen::internal::gamma_sample_der_alpha_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::gamma_sample_der_alpha(const Scalar &, const Scalar &) [with Scalar=double]" /home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(154): here

1 error detected in the compilation of "/tmp/tmpxft_00000f4d_00000000-6_data_augmentation.cu.cpp1.ii". Makefile:63: recipe for target 'preprocessing' failed make: *** [preprocessing] Error 1

Iamanorange commented 5 years ago

Add -DNDEBUG to CFLAGS.

For more information: https://github.com/tensorflow/tensorflow/issues/22766

Po-Hsuan-Huang commented 5 years ago

So from my previous full error message I found this :

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/absl/string/string_view.h(501): error: constexpr function return is non-constant

Add -DNDEBUG shows all problems seem to result from 

/usr/local/cuda-10.0/bin/..//include/host_defines.h:54:2: warning: #warning "host_defines.h is an internal header file and must not be used directly.  This file will be removed in a future CUDA release.  Please use cuda_runtime_api.h or cuda_runtime.h instead." [-Wcpp]

Should I concern about the warning ?

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/absl/strings/string_view.h(501): warning: expression has no effect

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/google/protobuf/arena_impl.h(55): warning: integer conversion resulted in a change of sign

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/google/protobuf/arena_impl.h(309): warning: integer conversion resulted in a change of sign

/home/pohsuanh/miniconda3/envs/flownet/lib/python3.6/site-packages/tensorflow/include/google/protobuf/arena_impl.h(310): warning: integer conversion resulted in a change of sign

If I regardless run the test.py anyways, it kind of passed. 

2018-12-04 19:17:02.910856: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1103] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:1 with 8789 MB memory) -> physical GPU (device: 1, name: GeForce GTX 1080 Ti, pci bus id: 0000:65:00.0, compute capability: 6.1)
max flow: 16.5984
flow range:
u = -11.967 .. 7.694
v = -12.615 .. 13.261

@Iamanorange you rock !

Iamanorange commented 5 years ago

Congratulation.

The only error is "constexpr function return is non-constant" and can be ignored by -DNDEBUG. The rest are just warnings, and can be ignored by everyone.

leesky1c commented 5 years ago

@Iamanorange

Hello, I still got some problems following the steps above. Here are some logs after compiling and running the test.py.

`python -m src.flownet2.test --input_a data/samples/0img0.ppm --input_b data/samples/0img1.ppm --out ./
WARNING:tensorflow:From src/net.py:22: get_or_create_global_step (from tensorflow.contrib.framework.python.ops.variables) is deprecated and will be removed in a future version.
Instructions for updating:
Please switch to tf.train.get_or_create_global_step
WARNING:tensorflow:From src/flownet_cs/flownet_cs.py:26: calling reduce_sum (from tensorflow.python.ops.math_ops) with keep_dims is deprecated and will be removed in a future version.
Instructions for updating:
keep_dims is deprecated, use keepdims instead
2018-12-31 18:04:12.856624: I tensorflow/core/platform/cpu_feature_guard.cc:140] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
Traceback (most recent call last):
  File "/home/lsk/miniconda2/envs/p3d/lib/python2.7/runpy.py", line 174, in _run_module_as_main
    "__main__", fname, loader, pkg_name)
  File "/home/lsk/miniconda2/envs/p3d/lib/python2.7/runpy.py", line 72, in _run_code
    exec code in run_globals
  File "/home/lsk/Saliency/flownet2-tf/src/flownet2/test.py", line 51, in <module>
    main()
  File "/home/lsk/Saliency/flownet2-tf/src/flownet2/test.py", line 18, in main
    out_path=FLAGS.out,
  File "src/net.py", line 68, in test
    saver.restore(sess, checkpoint)
  File "/home/lsk/miniconda2/envs/p3d/lib/python2.7/site-packages/tensorflow/python/training/saver.py", line 1802, in restore
    {self.saver_def.filename_tensor_name: save_path})
  File "/home/lsk/miniconda2/envs/p3d/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 900, in run
    run_metadata_ptr)
  File "/home/lsk/miniconda2/envs/p3d/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1135, in _run
    feed_dict_tensor, options, run_metadata)
  File "/home/lsk/miniconda2/envs/p3d/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1316, in _do_run
    run_metadata)
  File "/home/lsk/miniconda2/envs/p3d/lib/python2.7/site-packages/tensorflow/python/client/session.py", line 1335, in _do_call
    raise type(e)(node_def, op, message)
tensorflow.python.framework.errors_impl.InvalidArgumentError: No OpKernel was registered to support Op 'FlowWarp' with these attrs.  Registered devices: [CPU], Registered kernels:
  device='GPU'

     [[Node: FlowNet2/FlowWarp = FlowWarp[](ExpandDims_1, FlowNet2/FlowNetSD/ResizeBilinear)]]

Caused by op u'FlowNet2/FlowWarp', defined at:
  File "/home/lsk/miniconda2/envs/p3d/lib/python2.7/runpy.py", line 174, in _run_module_as_main
    "__main__", fname, loader, pkg_name)
  File "/home/lsk/miniconda2/envs/p3d/lib/python2.7/runpy.py", line 72, in _run_code
    exec code in run_globals
  File "/home/lsk/Saliency/flownet2-tf/src/flownet2/test.py", line 51, in <module>
    main()
  File "/home/lsk/Saliency/flownet2-tf/src/flownet2/test.py", line 18, in main
    out_path=FLAGS.out,
  File "src/net.py", line 62, in test
    predictions = self.model(inputs, training_schedule)
  File "src/flownet2/flownet2.py", line 33, in model
    flow_warp_sd = flow_warp(inputs['input_b'], net_sd_predictions['flow'])
  File "src/flow_warp.py", line 8, in flow_warp
    return _flow_warp_ops.flow_warp(image, flow)
  File "<string>", line 31, in flow_warp
  File "/home/lsk/miniconda2/envs/p3d/lib/python2.7/site-packages/tensorflow/python/framework/op_def_library.py", line 328, in apply_op
    op_type_name, name, **keywords)
  File "/home/lsk/miniconda2/envs/p3d/lib/python2.7/site-packages/tensorflow/python/framework/op_def_library.py", line 787, in _apply_op_helper
    op_def=op_def)
  File "/home/lsk/miniconda2/envs/p3d/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 3392, in create_op
    op_def=op_def)
  File "/home/lsk/miniconda2/envs/p3d/lib/python2.7/site-packages/tensorflow/python/framework/ops.py", line 1718, in __init__
    self._traceback = self._graph._extract_stack()  # pylint: disable=protected-access

InvalidArgumentError (see above for traceback): No OpKernel was registered to support Op 'FlowWarp' with these attrs.  Registered devices: [CPU], Registered kernels:
  device='GPU'

     [[Node: FlowNet2/FlowWarp = FlowWarp[](ExpandDims_1, FlowNet2/FlowNetSD/ResizeBilinear)]]
`

It seems that the Ops have not been registered to tensorflow, right?

Iamanorange commented 5 years ago

@leeskyed Use GPU.

momo1986 commented 5 years ago

I met similar problem: OS: Ubuntu 18.04 CUDA: 9.0 Python: 2.6 Tensorflow: 1.12 Head of Makefile's sceenshot: image Error: image

Iamanorange commented 5 years ago

https://github.com/sampepose/flownet2-tf/issues/28#issuecomment-406941839

Edit: You are using Python 2.6, seriously?

momo1986 commented 5 years ago

#28 (comment)

Edit: You are using Python 2.6, seriously?

Hi, Sorry. I am using Python 3.6

Refer to comment 28:

Looks my issue has gone.

Thanks a lot! Regards!

bestzxp commented 5 years ago

I compiled the ops successfully, but I got a really large number of flow, > physical GPU (device: 0, name: GeForce GTX 1080 Ti, pci bus id: 0000:49:00.0, compute capability: 6.1) max flow: 44159.5273 flow range: u = -12376.466 .. 9278.480 v = -767.681 .. 43463.082 the compile code is that `# Makefile

TF_INC = python -c "import tensorflow; print(tensorflow.sysconfig.get_include())" TF_LIB = python -c "import tensorflow; print(tensorflow.sysconfig.get_lib())"

ifndef CUDA_HOME CUDA_HOME := /usr/local/cuda endif

CC = gcc -O2 -pthread CXX = g++

GPUCC = nvcc

GPUCC = nvcc --expt-relaxed-constexpr CFLAGS = -std=c++11 -I$(TF_INC) -I"$(CUDA_HOME)/.." -DGOOGLE_CUDA=1 -DNDEBUG -D_GLIBCXX_USE_CXX11_ABI=0

GPUCFLAGS = -c --expt-relaxed-constexpr

GPUCFLAGS = -c -gencode=arch=compute_61,code=sm_61 LFLAGS = -pthread -shared -fPIC GPULFLAGS = -x cu -Xcompiler -fPIC CGPUFLAGS = -L$(CUDA_HOME)/lib -L$(CUDA_HOME)/lib64 -lcudart -L$(TF_LIB) -ltensorflow_framework

OUT_DIR = src/ops/build PREPROCESSING_SRC = "src/ops/preprocessing/preprocessing.cc" "src/ops/preprocessing/kernels/flow_augmentation.cc" "src/ops/preprocessing/kernels/augmentation_base.cc" "src/ops/preprocessing/kernels/data_augmentation.cc" GPU_SRC_DATA_AUG = src/ops/preprocessing/kernels/data_augmentation.cu.cc GPU_SRC_FLOW = src/ops/preprocessing/kernels/flow_augmentation_gpu.cu.cc GPU_PROD_DATA_AUG = $(OUT_DIR)/data_augmentation.o GPU_PROD_FLOW = $(OUT_DIR)/flow_augmentation_gpu.o PREPROCESSING_PROD = $(OUT_DIR)/preprocessing.so

DOWNSAMPLE_SRC = "src/ops/downsample/downsample_kernel.cc" "src/ops/downsample/downsample_op.cc" GPU_SRC_DOWNSAMPLE = src/ops/downsample/downsample_kernel_gpu.cu.cc GPU_PROD_DOWNSAMPLE = $(OUT_DIR)/downsample_kernel_gpu.o DOWNSAMPLE_PROD = $(OUT_DIR)/downsample.so

CORRELATION_SRC = "src/ops/correlation/correlation_kernel.cc" "src/ops/correlation/correlation_grad_kernel.cc" "src/ops/correlation/correlation_op.cc" GPU_SRC_CORRELATION = src/ops/correlation/correlation_kernel.cu.cc GPU_SRC_CORRELATION_GRAD = src/ops/correlation/correlation_grad_kernel.cu.cc GPU_SRC_PAD = src/ops/correlation/pad.cu.cc GPU_PROD_CORRELATION = $(OUT_DIR)/correlation_kernel_gpu.o GPU_PROD_CORRELATION_GRAD = $(OUT_DIR)/correlation_grad_kernel_gpu.o GPU_PROD_PAD = $(OUT_DIR)/correlation_pad_gpu.o CORRELATION_PROD = $(OUT_DIR)/correlation.so

FLOWWARP_SRC = "src/ops/flow_warp/flow_warp_op.cc" "src/ops/flow_warp/flow_warp.cc" "src/ops/flow_warp/flow_warp_grad.cc" GPU_SRC_FLOWWARP = "src/ops/flow_warp/flow_warp.cu.cc" GPU_SRC_FLOWWARP_GRAD = "src/ops/flow_warp/flow_warp_grad.cu.cc" GPU_PROD_FLOWWARP = "$(OUT_DIR)/flow_warp_gpu.o" GPU_PROD_FLOWWARP_GRAD = "$(OUT_DIR)/flow_warp_grad_gpu.o" FLOWWARP_PROD = "$(OUT_DIR)/flow_warp.so"

ifeq ($(OS),Windows_NT) detected_OS := Windows else detected_OS := $(shell sh -c 'uname -s 2>/dev/null || echo not') endif ifeq ($(detected_OS),Darwin) # Mac OS X CGPUFLAGS += -undefined dynamic_lookup endif ifeq ($(detected_OS),Linux) CFLAGS += -D_MWAITXINTRIN_H_INCLUDED -D_FORCE_INLINES -D__STRICT_ANSI__ -D_GLIBCXX_USE_CXX11_ABI=0 endif

all: preprocessing downsample correlation flowwarp `

thanks a lot!

fperezgamonal commented 5 years ago

Hello,

Months ago I compiled successfully the custom ops in a machine running Ubuntu 18.04LTS, CUDA 10 and Tensorflow-gpu 1.13.1. Nevertheless, a colleague in the research group has granted me access to her maching to run my experiments and experience a very similar problem to @irwinherrmann . After trying all the suggested in this issue and related ones without success, I am trying to write down the differences in configurations between both machines so I may figure out what is wrong.

The configuration of the new machine is as follows:

Like I've said above, I have tried all the suggestions in this post and also in similar issues but I've also tried changing the version of GCC but 6.5 seems too high for CUDA 9 (will try 6.0 instead). Finally, I have tried to search for each error separately to come up with a gradual solution to no avail and double-check that the CUDA version .

Here's the complete error log and my Makefile which is very similar to the one that worked for my first installation with Cuda 10, etc. Makefile (only config lines)

# Makefile

TF_INC := $(shell python -c 'import tensorflow as tf; print(tf.sysconfig.get_include())')
TF_LIB := $(shell python -c 'import tensorflow as tf; print(tf.sysconfig.get_lib())')
$(info "$$TF_INC is '${TF_INC}'")
$(info "$$TF_LIB is '${TF_LIB}'")
ifndef CUDA_HOME
    CUDA_HOME := /usr/local/cuda
endif
$(info "$$CUDA_HOME is '${CUDA_HOME}'")
CC        = gcc -O2 -pthread
CXX       = g++
GPUCC     = nvcc --expt-relaxed-constexpr
CFLAGS    = -std=c++11 -I$(TF_INC) -I"$(CUDA_HOME)/.." -DGOOGLE_CUDA=1 -DNDEBUG
GPUCFLAGS = -c
LFLAGS    = -pthread -shared -fPIC
GPULFLAGS = -x cu -Xcompiler -fPIC
CGPUFLAGS = -L$(CUDA_HOME)/lib -L$(CUDA_HOME)/lib64 -lcudart -L$(TF_LIB) -ltensorflow_framework

Entire Makefile (added .txt so I could upload it)

Error log

"$TF_INC is '/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include'"
"$TF_LIB is '/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow'"
"$CUDA_HOME is '/usr/local/cuda-9.0'"
nvcc --expt-relaxed-constexpr -g -std=c++11 -I/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include -I"/usr/local/cuda-9.0/.." -DGOOGLE_CUDA=1 -DNDEBUG -D_MWAITXINTRIN_H_INCLUDED -D_FORCE_INLINES -D__STRICT_ANSI__ -D_GLIBCXX_USE_CXX11_ABI=0 -c src/ops/preprocessing/kernels/data_augmentation.cu.cc -x cu -Xcompiler -fPIC  -o src/ops/build/data_augmentation.o
/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(64): error: identifier "__half_raw" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(65): error: identifier "__half_raw" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(66): error: identifier "__half_raw" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(68): error: not a class or struct name

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(71): error: identifier "__half_raw" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(70): error: "__half_raw" is not a nonstatic data member or base class of class "Eigen::half_impl::half_base"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(71): error: "__half_raw" is not a nonstatic data member or base class of class "Eigen::half_impl::half_base"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(73): error: "__half_raw" is not a nonstatic data member or base class of class "Eigen::half_impl::half_base"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(87): error: identifier "__half_raw" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(103): error: identifier "x" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(143): error: identifier "x" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(143): error: class "Eigen::half" has no member "x"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(282): error: class "Eigen::half" has no member "x"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(282): error: class "Eigen::half" has no member "x"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(333): error: identifier "__half_raw" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(334): error: identifier "__half_raw" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(344): error: identifier "__half_raw" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(347): error: identifier "__half_raw" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(347): error: expected an expression

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(400): error: identifier "__half_raw" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(432): error: class "Eigen::half" has no member "x"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(438): error: class "Eigen::half" has no member "x"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(447): error: class "Eigen::half" has no member "x"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(447): error: class "Eigen::half" has no member "x"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(497): error: identifier "hfloor" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(504): error: identifier "hceil" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(591): error: class "Eigen::half" has no member "x"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(591): error: class "Eigen::half" has no member "x"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(623): error: class "Eigen::half" has no member "x"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/Half.h(637): error: identifier "__shfl_xor_sync" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/PacketMathHalf.h(46): error: no suitable user-defined conversion from "const Eigen::half" to "__half" exists

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/PacketMathHalf.h(54): error: no suitable user-defined conversion from "const Eigen::half" to "__half" exists

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/PacketMathHalf.h(54): error: no suitable user-defined conversion from "const Eigen::half" to "__half" exists

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/PacketMathHalf.h(58): error: no suitable user-defined conversion from "const Eigen::half" to "__half" exists

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/PacketMathHalf.h(58): error: no suitable user-defined conversion from "const Eigen::half" to "__half" exists

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/PacketMathHalf.h(75): error: no suitable user-defined conversion from "const Eigen::half" to "__half" exists

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/PacketMathHalf.h(75): error: no suitable user-defined conversion from "const Eigen::half" to "__half" exists

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/PacketMathHalf.h(84): error: no suitable user-defined conversion from "const Eigen::half" to "__half" exists

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/PacketMathHalf.h(84): error: no suitable user-defined conversion from "const Eigen::half" to "__half" exists

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/PacketMathHalf.h(89): error: no suitable user-defined conversion from "const Eigen::half" to "__half" exists

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/PacketMathHalf.h(89): error: no suitable user-defined conversion from "const Eigen::half" to "__half" exists

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/PacketMathHalf.h(123): error: no instance of overloaded function "__half2float" matches the argument list
            argument types are: (const Eigen::half)

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/PacketMathHalf.h(124): error: no suitable user-defined conversion from "const Eigen::half" to "__half" exists

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/CUDA/TypeCasting.h(59): error: no instance of overloaded function "__half2float" matches the argument list
            argument types are: (const Eigen::half)

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/src/Tensor/TensorRandom.h(87): error: class "Eigen::half" has no member "x"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/src/Tensor/TensorRandom.h(89): error: class "Eigen::half" has no member "x"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/absl/strings/string_view.h(496): warning: expression has no effect

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/google/protobuf/arena_impl.h(55): warning: integer conversion resulted in a change of sign

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/google/protobuf/arena_impl.h(309): warning: integer conversion resulted in a change of sign

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/google/protobuf/arena_impl.h(310): warning: integer conversion resulted in a change of sign

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/tensorflow/core/util/cuda_device_functions.h(136): error: identifier "__shfl_sync" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/tensorflow/core/util/cuda_device_functions.h(194): error: identifier "__syncwarp" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/tensorflow/core/util/cuda_device_functions.h(203): error: identifier "__ballot_sync" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/tensorflow/core/util/cuda_device_functions.h(214): error: identifier "__any_sync" is undefined

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/tensorflow/core/util/cuda_device_functions.h(225): error: identifier "__all_sync" is undefined

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.h(106): error: invalid redeclaration of type name "__half"
/usr/include/cuda_fp16.h(86): here

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.h(107): error: invalid redeclaration of type name "__half2"
/usr/include/cuda_fp16.h(90): here

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.h(123): error: cannot overload functions distinguished by return type alone

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.h(133): error: cannot overload functions distinguished by return type alone

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.h(776): error: cannot overload functions distinguished by return type alone

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.h(790): error: cannot overload functions distinguished by return type alone

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.h(804): error: cannot overload functions distinguished by return type alone

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.hpp(145): error: class "__half" has no member "__x"

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.hpp(146): error: class "__half" has no member "__x"

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.hpp(156): error: class "__half" has no member "__x"

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.hpp(159): error: class "__half" has no member "__x"

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.hpp(642): error: cannot overload functions distinguished by return type alone

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.hpp(648): error: cannot overload functions distinguished by return type alone

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.hpp(678): error: cannot overload functions distinguished by return type alone

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.hpp(686): error: cannot overload functions distinguished by return type alone

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.hpp(695): error: cannot overload functions distinguished by return type alone

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.hpp(697): error: no suitable user-defined conversion from "__half2" to "__half2" exists

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.hpp(1793): error: invalid redeclaration of type name "half"
/usr/include/cuda_fp16.h(93): here

/usr/local/cuda-9.0/../cuda/include/cuda_fp16.hpp(1794): error: invalid redeclaration of type name "half2"
/usr/include/cuda_fp16.h(94): here

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/tensorflow/core/util/cuda_kernel_helper.h(80): error: more than one instance of overloaded function "tensorflow::CudaShuffleUpSync" matches the argument list:
            function template "T tensorflow::CudaShuffleUpSync(unsigned int, T, unsigned int, int)"
            function "tensorflow::CudaShuffleUpSync(unsigned int, double, unsigned int, int)"
            function "tensorflow::CudaShuffleUpSync(unsigned int, Eigen::half, int, int)"
            argument types are: (unsigned int, tensorflow::uint16, int, int)

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/tensorflow/core/util/cuda_kernel_helper.h(86): error: more than one instance of overloaded function "tensorflow::CudaShuffleDownSync" matches the argument list:
            function template "T tensorflow::CudaShuffleDownSync(unsigned int, T, unsigned int, int)"
            function "tensorflow::CudaShuffleDownSync(unsigned int, double, unsigned int, int)"
            function "tensorflow::CudaShuffleDownSync(unsigned int, Eigen::half, int, int)"
            argument types are: (unsigned int, tensorflow::uint16, int, int)

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(651): warning: missing return statement at end of non-void function "Eigen::internal::igammac_cf_impl<Scalar, mode>::run [with Scalar=float, mode=Eigen::internal::VALUE]"
          detected during:
            instantiation of "Scalar Eigen::internal::igammac_cf_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::VALUE]" 
(855): here
            instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::VALUE]" 
(2096): here
            instantiation of "Eigen::internal::igamma_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma(const Scalar &, const Scalar &) [with Scalar=float]" 
/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(34): here

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(712): warning: missing return statement at end of non-void function "Eigen::internal::igamma_series_impl<Scalar, mode>::run [with Scalar=float, mode=Eigen::internal::VALUE]"
          detected during:
            instantiation of "Scalar Eigen::internal::igamma_series_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::VALUE]" 
(863): here
            instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::VALUE]" 
(2096): here
            instantiation of "Eigen::internal::igamma_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma(const Scalar &, const Scalar &) [with Scalar=float]" 
/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(34): here

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(651): warning: missing return statement at end of non-void function "Eigen::internal::igammac_cf_impl<Scalar, mode>::run [with Scalar=float, mode=Eigen::internal::DERIVATIVE]"
          detected during:
            instantiation of "Scalar Eigen::internal::igammac_cf_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::DERIVATIVE]" 
(855): here
            instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::DERIVATIVE]" 
(2102): here
            instantiation of "Eigen::internal::igamma_der_a_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma_der_a(const Scalar &, const Scalar &) [with Scalar=float]" 
/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(38): here

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(712): warning: missing return statement at end of non-void function "Eigen::internal::igamma_series_impl<Scalar, mode>::run [with Scalar=float, mode=Eigen::internal::DERIVATIVE]"
          detected during:
            instantiation of "Scalar Eigen::internal::igamma_series_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::DERIVATIVE]" 
(863): here
            instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::DERIVATIVE]" 
(2102): here
            instantiation of "Eigen::internal::igamma_der_a_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma_der_a(const Scalar &, const Scalar &) [with Scalar=float]" 
/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(38): here

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(651): warning: missing return statement at end of non-void function "Eigen::internal::igammac_cf_impl<Scalar, mode>::run [with Scalar=float, mode=Eigen::internal::SAMPLE_DERIVATIVE]"
          detected during:
            instantiation of "Scalar Eigen::internal::igammac_cf_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::SAMPLE_DERIVATIVE]" 
(855): here
            instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::SAMPLE_DERIVATIVE]" 
(2108): here
            instantiation of "Eigen::internal::gamma_sample_der_alpha_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::gamma_sample_der_alpha(const Scalar &, const Scalar &) [with Scalar=float]" 
/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(42): here

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(712): warning: missing return statement at end of non-void function "Eigen::internal::igamma_series_impl<Scalar, mode>::run [with Scalar=float, mode=Eigen::internal::SAMPLE_DERIVATIVE]"
          detected during:
            instantiation of "Scalar Eigen::internal::igamma_series_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::SAMPLE_DERIVATIVE]" 
(863): here
            instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=float, mode=Eigen::internal::SAMPLE_DERIVATIVE]" 
(2108): here
            instantiation of "Eigen::internal::gamma_sample_der_alpha_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::gamma_sample_der_alpha(const Scalar &, const Scalar &) [with Scalar=float]" 
/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(42): here

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(651): warning: missing return statement at end of non-void function "Eigen::internal::igammac_cf_impl<Scalar, mode>::run [with Scalar=double, mode=Eigen::internal::VALUE]"
          detected during:
            instantiation of "Scalar Eigen::internal::igammac_cf_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::VALUE]" 
(855): here
            instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::VALUE]" 
(2096): here
            instantiation of "Eigen::internal::igamma_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma(const Scalar &, const Scalar &) [with Scalar=double]" 
/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(120): here

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(712): warning: missing return statement at end of non-void function "Eigen::internal::igamma_series_impl<Scalar, mode>::run [with Scalar=double, mode=Eigen::internal::VALUE]"
          detected during:
            instantiation of "Scalar Eigen::internal::igamma_series_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::VALUE]" 
(863): here
            instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::VALUE]" 
(2096): here
            instantiation of "Eigen::internal::igamma_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma(const Scalar &, const Scalar &) [with Scalar=double]" 
/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(120): here

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(651): warning: missing return statement at end of non-void function "Eigen::internal::igammac_cf_impl<Scalar, mode>::run [with Scalar=double, mode=Eigen::internal::DERIVATIVE]"
          detected during:
            instantiation of "Scalar Eigen::internal::igammac_cf_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::DERIVATIVE]" 
(855): here
            instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::DERIVATIVE]" 
(2102): here
            instantiation of "Eigen::internal::igamma_der_a_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma_der_a(const Scalar &, const Scalar &) [with Scalar=double]" 
/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(135): here

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(712): warning: missing return statement at end of non-void function "Eigen::internal::igamma_series_impl<Scalar, mode>::run [with Scalar=double, mode=Eigen::internal::DERIVATIVE]"
          detected during:
            instantiation of "Scalar Eigen::internal::igamma_series_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::DERIVATIVE]" 
(863): here
            instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::DERIVATIVE]" 
(2102): here
            instantiation of "Eigen::internal::igamma_der_a_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::igamma_der_a(const Scalar &, const Scalar &) [with Scalar=double]" 
/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(135): here

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(651): warning: missing return statement at end of non-void function "Eigen::internal::igammac_cf_impl<Scalar, mode>::run [with Scalar=double, mode=Eigen::internal::SAMPLE_DERIVATIVE]"
          detected during:
            instantiation of "Scalar Eigen::internal::igammac_cf_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::SAMPLE_DERIVATIVE]" 
(855): here
            instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::SAMPLE_DERIVATIVE]" 
(2108): here
            instantiation of "Eigen::internal::gamma_sample_der_alpha_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::gamma_sample_der_alpha(const Scalar &, const Scalar &) [with Scalar=double]" 
/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(154): here

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsImpl.h(712): warning: missing return statement at end of non-void function "Eigen::internal::igamma_series_impl<Scalar, mode>::run [with Scalar=double, mode=Eigen::internal::SAMPLE_DERIVATIVE]"
          detected during:
            instantiation of "Scalar Eigen::internal::igamma_series_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::SAMPLE_DERIVATIVE]" 
(863): here
            instantiation of "Scalar Eigen::internal::igamma_generic_impl<Scalar, mode>::run(Scalar, Scalar) [with Scalar=double, mode=Eigen::internal::SAMPLE_DERIVATIVE]" 
(2108): here
            instantiation of "Eigen::internal::gamma_sample_der_alpha_retval<Eigen::internal::global_math_functions_filtering_base<Scalar, void>::type>::type Eigen::numext::gamma_sample_der_alpha(const Scalar &, const Scalar &) [with Scalar=double]" 
/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(154): here

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/tensorflow/core/util/cuda_device_functions.h(461): error: class "Eigen::half" has no member "x"

/home/pvitoria/.virtualenvs/virtual-py3/lib/python3.5/site-packages/tensorflow/include/tensorflow/core/util/cuda_device_functions.h(470): error: class "Eigen::half" has no member "x"

74 errors detected in the compilation of "/tmp/tmpxft_000103a5_00000000-6_data_augmentation.cu.cpp1.ii".
Makefile:64: recipe for target 'preprocessing' failed
make: *** [preprocessing] Error 1

My only guess at this point is that the error may be related to working with a virtual environment and some variable not being set properly. However, it seems to link to the proper TF_LIB and TF_INC (see informational prints on the first lines of the log).

Any help would be appreciated, Thanks in advance,

Cheers.