frobelbest / banet Goto Github PK

Thank you for your great work and kind sharing.

I have a question about the number of up-projection blocks.
In your paper, you stated that:

The depth basis generator is a stander decoder that takes the output of C6 as input and stacks five up-projection blocks to generate 128 basis depth maps, and each of the basis depth maps is half the resolution of the input image.

Also, you stated that:

C1 to C6 are layers with {1,2,4,8,16,32} strides

If the number of up-projection blocks is five, the up-projection may perform like this:
s=32 -> block 1 -> s=16 -> block 2 -> s=8 -> block 3 -> s=4 -> block 4 -> s= 2 -> block 5 -> s=1

Since the final stride went back to 1 after five blocks, how could those basis depth maps have half the resolution of the input image?
I am sorry that I have not found the answer from your code.
I will appreciate it if you could share your valuable time and help me understand this problem.

$ bash build_utils_solomon.sh
In file included from utils.cu:41:0:
/home/huima_phd/anaconda3/envs/banet/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/src/Tensor/TensorDeviceCuda.h:3:2: warning: #warning "Deprecated header file, please either include the main Eigen/CXX11/Tensor header or the respective TensorDeviceGpu.h file" [-Wcpp]
#warning "Deprecated header file, please either include the main Eigen/CXX11/Tensor header or the respective TensorDeviceGpu.h file"
^~~~~~~
/home/huima_phd/anaconda3/envs/banet/lib/python2.7/site-packages/tensorflow/include/absl/strings/string_view.h(495): error: constexpr function return is non-constant

/home/huima_phd/anaconda3/envs/banet/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1288): warning: calling a constexpr host function("real") from a host device function("abs") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/home/huima_phd/anaconda3/envs/banet/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1288): warning: calling a constexpr host function("imag") from a host device function("abs") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/home/huima_phd/anaconda3/envs/banet/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1293): warning: calling a constexpr host function("real") from a host device function("abs") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/home/huima_phd/anaconda3/envs/banet/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1293): warning: calling a constexpr host function("imag") from a host device function("abs") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/home/huima_phd/anaconda3/envs/banet/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1317): warning: calling a constexpr host function("real") from a host device function("exp") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/home/huima_phd/anaconda3/envs/banet/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1318): warning: calling a constexpr host function("imag") from a host device function("exp") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/home/huima_phd/anaconda3/envs/banet/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1319): warning: calling a constexpr host function("imag") from a host device function("exp") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/home/huima_phd/anaconda3/envs/banet/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1325): warning: calling a constexpr host function("real") from a host device function("exp") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/home/huima_phd/anaconda3/envs/banet/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1326): warning: calling a constexpr host function("imag") from a host device function("exp") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/home/huima_phd/anaconda3/envs/banet/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1327): warning: calling a constexpr host function("imag") from a host device function("exp") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/home/huima_phd/anaconda3/envs/banet/lib/python2.7/site-packages/tensorflow/include/tensorflow/core/lib/bfloat16/bfloat16.h(74): warning: calling a constexpr host function("real") from a host device function("bfloat16") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/home/huima_phd/anaconda3/envs/banet/lib/python2.7/site-packages/tensorflow/include/tensorflow/core/lib/bfloat16/bfloat16.h(77): warning: calling a constexpr host function("real") from a host device function("bfloat16") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

1 error detected in the compilation of "/tmp/tmpxft_00006a6b_00000000-6_utils.cpp1.ii".
g++: error: utils.cu.o: No such file or directory

My Environment:
tensorflow-1.14.0-gpu
ubuntu 16.0.4
python 2.7

nvcc -std=c++11 -c -o utils.cu.o utils.cu -I /usr/local -I /home/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/ -I/home/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/external/nsync/public/ -D GOOGLE_CUDA=1 -x cu -Xcompiler -fPIC
/usr/lib/gcc/x86_64-linux-gnu/5/include/mwaitxintrin.h(36): error: identifier "__builtin_ia32_monitorx" is undefined

/usr/lib/gcc/x86_64-linux-gnu/5/include/mwaitxintrin.h(42): error: identifier "__builtin_ia32_mwaitx" is undefined

/home/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/absl/strings/string_view.h(496): error: constexpr function return is non-constant

/home/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/google/protobuf/arena_impl.h(55): warning: integer conversion resulted in a change of sign

/home/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/google/protobuf/arena_impl.h(309): warning: integer conversion resulted in a change of sign

/home/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/google/protobuf/arena_impl.h(310): warning: integer conversion resulted in a change of sign

/home/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/absl/memory/memory.h(607): error: class "std::allocatortensorflow::OpKernelContext::WrappedAllocator" has no member "is_nothrow"
detected during:
instantiation of type "absl::memory_internal::GetIsNothrow<std::allocatortensorflow::OpKernelContext::WrappedAllocator>"
(255): here
instantiation of type "absl::memory_internal::ExtractOrT<absl::memory_internal::GetIsNothrow, std::allocatortensorflow::OpKernelContext::WrappedAllocator, std::false_type>"
(633): here
instantiation of class "absl::allocator_is_nothrow [with Alloc=std::allocatortensorflow::OpKernelContext::WrappedAllocator]"
/home/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/absl/container/inlined_vector.h(138): here
instantiation of "absl::InlinedVector<T, N, A>::InlinedVector(absl::InlinedVector<T, N, A> &&) [with T=tensorflow::OpKernelContext::WrappedAllocator, N=4UL, A=std::allocatortensorflow::OpKernelContext::WrappedAllocator]"
/home/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/tensorflow/core/framework/op_kernel.h(972): here

/home/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/absl/strings/str_cat.h(259): error: expression must have a constant value

/home/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/absl/strings/str_cat.h(259): error: expression must have a constant value

utils.cu(1088): error: expected a "("

utils.cu(1088): error: expected an expression

utils.cu(1088): error: expected a ")"

utils.cu(1089): error: expected a "("

utils.cu(1089): error: expected an expression

utils.cu(1089): error: expected a ")"

utils.cu(1362): error: expected a "("

utils.cu(1362): error: expected an expression

utils.cu(1362): error: expected a ")"

utils.cu(1363): error: expected a "("

utils.cu(1363): error: expected an expression

utils.cu(1363): error: expected a ")"

utils.cu(1458): error: "static" is not allowed

utils.cu(1615): error: identifier "data_channels" is undefined

utils.cu(1611): warning: variable "out_index" was declared but never referenced

utils.cu(1612): warning: variable "batch_id" was declared but never referenced

utils.cu(1703): error: "static" is not allowed

utils.cu(1829): error: "projection_tensor" has already been declared in the current scope

/home/yair/.virtualenvs/unet-p2/lib/python2.7/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/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(34): here

/home/yair/.virtualenvs/unet-p2/lib/python2.7/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/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(34): here

/home/yair/.virtualenvs/unet-p2/lib/python2.7/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/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(38): here

/home/yair/.virtualenvs/unet-p2/lib/python2.7/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/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(38): here

/home/yair/.virtualenvs/unet-p2/lib/python2.7/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/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(42): here

/home/yair/.virtualenvs/unet-p2/lib/python2.7/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/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/SpecialFunctionsHalf.h(42): here

/home/yair/.virtualenvs/unet-p2/lib/python2.7/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/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(120): here

/home/yair/.virtualenvs/unet-p2/lib/python2.7/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/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(120): here

/home/yair/.virtualenvs/unet-p2/lib/python2.7/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/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(135): here

/home/yair/.virtualenvs/unet-p2/lib/python2.7/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/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(135): here

/home/yair/.virtualenvs/unet-p2/lib/python2.7/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/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(154): here

/home/yair/.virtualenvs/unet-p2/lib/python2.7/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/yair/.virtualenvs/unet-p2/lib/python2.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../src/SpecialFunctions/arch/CUDA/CudaSpecialFunctions.h(154): here

22 errors detected in the compilation of "/tmp/tmpxft_00002790_00000000-7_utils.cpp1.ii".

Hi, @frobelbest ,

Thanks for releasing an earlier release of BANet. The original article mentioned that BA-Layers fixed the number of iterations of the LM algorithm. Would you tell me the number of iterations?

THX!

When I use complied utils.cu using build_util.sh, I can generate a .so file with many warnings. However, I got an error when I tried to use "util=tf.load_op_library('./utils.so')" to load the library. For example, the code get an error when runs to line 11 in ba.py. The error is
./utils.so: undefined symbol: _ZN10tensorflow8internal21CheckOpMessageBuilder9NewStringEv

Do you how to solve this issue?

Congratulations on receiving by ICLR2019 and being oral report，and looking forward to your early source code~

Hi, you did a really excellent work and I want to run the code in my computer but errors appeared. When I compile the utils.cu, there are many errors and I do not find the "equation_construction" and "jacobian_construction" in the utils.cu used in ba.py. The compile errors are as follows, and the tensorflow version is 2.0:
utils.cu(44): error: namespace "Eigen" has no member "CudaStreamDevice"

utils.cu(109): error: member function declared with "override" does not override a base class member

utils.cu(111): error: member function declared with "override" does not override a base class member

utils.cu(109): warning: function "stream_executor::ScratchAllocator::GetMemoryLimitInBytes()" is hidden by "CublasScratchAllocator::GetMemoryLimitInBytes" -- virtual function override intended?

utils.cu(111): warning: function "stream_executor::ScratchAllocator::AllocateBytes(tensorflow::int64)" is hidden by "CublasScratchAllocator::AllocateBytes" -- virtual function override intended?

utils.cu(247): error: object of abstract class type "CublasScratchAllocator" is not allowed:
pure virtual function "stream_executor::ScratchAllocator::GetMemoryLimitInBytes" has no overrider
pure virtual function "stream_executor::ScratchAllocator::AllocateBytes" has no overrider

utils.cu(444): error: object of abstract class type "CublasScratchAllocator" is not allowed:
pure virtual function "stream_executor::ScratchAllocator::GetMemoryLimitInBytes" has no overrider
pure virtual function "stream_executor::ScratchAllocator::AllocateBytes" has no overrider

utils.cu(738): error: object of abstract class type "CublasScratchAllocator" is not allowed:
pure virtual function "stream_executor::ScratchAllocator::GetMemoryLimitInBytes" has no overrider
pure virtual function "stream_executor::ScratchAllocator::AllocateBytes" has no overrider

utils.cu(1088): error: expected a "("

utils.cu(1088): error: expected an expression

utils.cu(1088): error: expected a ")"

utils.cu(1089): error: expected a "("

utils.cu(1089): error: expected an expression

utils.cu(1089): error: expected a ")"

utils.cu(1362): error: expected a "("

utils.cu(1362): error: expected an expression

utils.cu(1362): error: expected a ")"

utils.cu(1363): error: expected a "("

utils.cu(1363): error: expected an expression

utils.cu(1363): error: expected a ")"

utils.cu(1458): error: "static" is not allowed

utils.cu(1615): error: identifier "data_channels" is undefined

utils.cu(1611): warning: variable "out_index" was declared but never referenced

utils.cu(1612): warning: variable "batch_id" was declared but never referenced

utils.cu(1703): error: "static" is not allowed

utils.cu(1829): error: "projection_tensor" has already been declared in the current scope

23 errors detected in the compilation of "/tmp/tmpxft_000064ea_00000000-6_utils.cpp1.ii".

I'm trying to compile utils.cu but get loads of warning and 4 fatal errors, any solution?

My environment: cuda10.2 + tensorflow2.1&2.3 (installed through anaconda, both fail)

Command I run:

nvcc -std=c++11 -D_GLIBCXX_USE_CXX11_ABI=0 -c -o utils.cu.o utils.cu -I /usr/local -I /playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include -I/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/external/nsync/public -D GOOGLE_CUDA=1 -x cu -Xcompiler -fPIC -D_GLIBCXX_USE_CXX11_ABI=0

Error message:

In file included from utils.cu:41:0:
/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/src/Tensor/TensorDeviceCuda.h:3:2: warning: #warning "Deprecated header file, please either include the main Eigen/CXX11/Tensor header or the respective TensorDeviceGpu.h file" [-Wcpp]
#warning "Deprecated header file, please either include the main Eigen/CXX11/Tensor header or the respective TensorDeviceGpu.h file"
^
/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/util/XprHelper.h(114): warning: host annotation is ignored on a function("no_assignment_operator") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/util/XprHelper.h(114): warning: device annotation is ignored on a function("no_assignment_operator") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/util/XprHelper.h(115): warning: host annotation is ignored on a function("no_assignment_operator") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/util/XprHelper.h(115): warning: device annotation is ignored on a function("no_assignment_operator") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/util/XprHelper.h(115): warning: host annotation is ignored on a function("~no_assignment_operator") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/util/XprHelper.h(115): warning: device annotation is ignored on a function("~no_assignment_operator") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1416): warning: calling a constexpr host function("real") from a host device function("abs") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1416): warning: calling a constexpr host function("imag") from a host device function("abs") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1416): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1416): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1421): warning: calling a constexpr host function("real") from a host device function("abs") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1421): warning: calling a constexpr host function("imag") from a host device function("abs") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1421): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1421): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1445): warning: calling a constexpr host function("real") from a host device function("exp") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1446): warning: calling a constexpr host function("imag") from a host device function("exp") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1447): warning: calling a constexpr host function("imag") from a host device function("exp") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1445): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1446): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1447): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1448): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1453): warning: calling a constexpr host function("real") from a host device function("exp") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1454): warning: calling a constexpr host function("imag") from a host device function("exp") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1455): warning: calling a constexpr host function("imag") from a host device function("exp") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1453): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1454): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1455): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MathFunctions.h(1456): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(73): warning: calling a constexpr host function("real") from a host device function("bfloat16") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(73): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(75): warning: calling a constexpr host function("real") from a host device function("bfloat16") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(75): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(118): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(121): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(295): warning: calling a constexpr host function("min") from a host device function("truncate_to_bfloat16") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(297): warning: calling a constexpr host function("signbit") from a host device function("truncate_to_bfloat16") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(297): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(337): warning: calling a constexpr host function("min") from a host device function("float_to_bfloat16_rtne") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(339): warning: calling a constexpr host function("signbit") from a host device function("float_to_bfloat16_rtne") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(339): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(513): warning: calling a constexpr host function("isinf") from a host device function("isinf") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(513): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(516): warning: calling a constexpr host function("isnan") from a host device function("isnan") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(516): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/arch/Default/BFloat16.h(671): warning: calling a host function from a host device function is not allowed

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/DenseBase.h(639): warning: host annotation is ignored on a function("DenseBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/DenseBase.h(639): warning: device annotation is ignored on a function("DenseBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MatrixBase.h(484): warning: host annotation is ignored on a function("MatrixBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MatrixBase.h(484): warning: device annotation is ignored on a function("MatrixBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MatrixBase.h(485): warning: host annotation is ignored on a function("MatrixBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MatrixBase.h(485): warning: device annotation is ignored on a function("MatrixBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MatrixBase.h(485): warning: host annotation is ignored on a function("~MatrixBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MatrixBase.h(485): warning: device annotation is ignored on a function("~MatrixBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/ArrayBase.h(156): warning: host annotation is ignored on a function("ArrayBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/ArrayBase.h(156): warning: device annotation is ignored on a function("ArrayBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/ArrayBase.h(157): warning: host annotation is ignored on a function("ArrayBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/ArrayBase.h(157): warning: device annotation is ignored on a function("ArrayBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/ArrayBase.h(157): warning: host annotation is ignored on a function("~ArrayBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/ArrayBase.h(157): warning: device annotation is ignored on a function("~ArrayBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/CwiseUnaryView.h(70): warning: host annotation is ignored on a function("CwiseUnaryView") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/CwiseUnaryView.h(70): warning: device annotation is ignored on a function("CwiseUnaryView") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/CwiseUnaryView.h(110): warning: host annotation is ignored on a function("CwiseUnaryViewImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/CwiseUnaryView.h(110): warning: device annotation is ignored on a function("CwiseUnaryViewImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/CwiseUnaryView.h(125): warning: host annotation is ignored on a function("CwiseUnaryViewImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/CwiseUnaryView.h(125): warning: device annotation is ignored on a function("CwiseUnaryViewImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/CwiseUnaryView.h(125): warning: host annotation is ignored on a function("~CwiseUnaryViewImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/CwiseUnaryView.h(125): warning: device annotation is ignored on a function("~CwiseUnaryViewImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MapBase.h(185): warning: host annotation is ignored on a function("MapBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MapBase.h(185): warning: device annotation is ignored on a function("MapBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MapBase.h(186): warning: host annotation is ignored on a function("MapBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MapBase.h(186): warning: device annotation is ignored on a function("MapBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MapBase.h(186): warning: host annotation is ignored on a function("~MapBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MapBase.h(186): warning: device annotation is ignored on a function("~MapBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MapBase.h(300): warning: host annotation is ignored on a function("MapBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MapBase.h(300): warning: device annotation is ignored on a function("MapBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MapBase.h(301): warning: host annotation is ignored on a function("MapBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MapBase.h(301): warning: device annotation is ignored on a function("MapBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MapBase.h(301): warning: host annotation is ignored on a function("~MapBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/MapBase.h(301): warning: device annotation is ignored on a function("~MapBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Map.h(162): warning: host annotation is ignored on a function("Map") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Map.h(162): warning: device annotation is ignored on a function("Map") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Ref.h(90): warning: host annotation is ignored on a function("RefBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Ref.h(90): warning: device annotation is ignored on a function("RefBase") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Ref.h(232): warning: host annotation is ignored on a function("Ref") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Ref.h(232): warning: device annotation is ignored on a function("Ref") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Block.h(111): warning: host annotation is ignored on a function("Block") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Block.h(111): warning: device annotation is ignored on a function("Block") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Block.h(161): warning: host annotation is ignored on a function("BlockImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Block.h(161): warning: device annotation is ignored on a function("BlockImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Block.h(181): warning: host annotation is ignored on a function("BlockImpl_dense") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Block.h(181): warning: device annotation is ignored on a function("BlockImpl_dense") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Block.h(341): warning: host annotation is ignored on a function("BlockImpl_dense") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Block.h(341): warning: device annotation is ignored on a function("BlockImpl_dense") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/IndexedView.h(114): warning: host annotation is ignored on a function("IndexedView") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/IndexedView.h(114): warning: device annotation is ignored on a function("IndexedView") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Reshaped.h(103): warning: host annotation is ignored on a function("Reshaped") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Reshaped.h(103): warning: device annotation is ignored on a function("Reshaped") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Reshaped.h(137): warning: host annotation is ignored on a function("ReshapedImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Reshaped.h(137): warning: device annotation is ignored on a function("ReshapedImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Reshaped.h(155): warning: host annotation is ignored on a function("ReshapedImpl_dense") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Reshaped.h(155): warning: device annotation is ignored on a function("ReshapedImpl_dense") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Reshaped.h(215): warning: host annotation is ignored on a function("ReshapedImpl_dense") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Reshaped.h(215): warning: device annotation is ignored on a function("ReshapedImpl_dense") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Transpose.h(66): warning: host annotation is ignored on a function("Transpose") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Transpose.h(66): warning: device annotation is ignored on a function("Transpose") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Transpose.h(126): warning: host annotation is ignored on a function("TransposeImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Transpose.h(126): warning: device annotation is ignored on a function("TransposeImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Transpose.h(157): warning: host annotation is ignored on a function("TransposeImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Transpose.h(157): warning: device annotation is ignored on a function("TransposeImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Transpose.h(157): warning: host annotation is ignored on a function("~TransposeImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Transpose.h(157): warning: device annotation is ignored on a function("~TransposeImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Diagonal.h(78): warning: host annotation is ignored on a function("Diagonal") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Diagonal.h(78): warning: device annotation is ignored on a function("Diagonal") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/TriangularMatrix.h(222): warning: host annotation is ignored on a function("TriangularView") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/TriangularMatrix.h(222): warning: device annotation is ignored on a function("TriangularView") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/TriangularMatrix.h(559): warning: host annotation is ignored on a function("TriangularViewImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/TriangularMatrix.h(559): warning: device annotation is ignored on a function("TriangularViewImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/TriangularMatrix.h(560): warning: host annotation is ignored on a function("TriangularViewImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/TriangularMatrix.h(560): warning: device annotation is ignored on a function("TriangularViewImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/TriangularMatrix.h(560): warning: host annotation is ignored on a function("~TriangularViewImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/TriangularMatrix.h(560): warning: device annotation is ignored on a function("~TriangularViewImpl") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Reverse.h(90): warning: host annotation is ignored on a function("Reverse") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/Reverse.h(90): warning: device annotation is ignored on a function("Reverse") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/ArrayWrapper.h(47): warning: host annotation is ignored on a function("ArrayWrapper") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/ArrayWrapper.h(47): warning: device annotation is ignored on a function("ArrayWrapper") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/ArrayWrapper.h(145): warning: host annotation is ignored on a function("MatrixWrapper") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/../../../Eigen/src/Core/ArrayWrapper.h(145): warning: device annotation is ignored on a function("MatrixWrapper") that is explicitly defaulted on its first declaration

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/src/Tensor/TensorRandom.h(154): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/src/Tensor/TensorRandom.h(159): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/src/Tensor/TensorRandom.h(267): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/unsupported/Eigen/CXX11/src/Tensor/TensorRandom.h(272): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/tensorflow/core/lib/bfloat16/bfloat16.h(57): warning: calling a constexpr host function("min") from a host device function("truncate_to_bfloat16") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/tensorflow/core/lib/bfloat16/bfloat16.h(59): warning: calling a constexpr host function("signbit") from a host device function("truncate_to_bfloat16") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/tensorflow/core/lib/bfloat16/bfloat16.h(59): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/tensorflow/core/lib/bfloat16/bfloat16.h(80): warning: calling a constexpr host function("real") from a host device function("bfloat16") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/tensorflow/core/lib/bfloat16/bfloat16.h(80): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/tensorflow/core/lib/bfloat16/bfloat16.h(83): warning: calling a constexpr host function("real") from a host device function("bfloat16") is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/tensorflow/core/lib/bfloat16/bfloat16.h(83): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/tensorflow/core/lib/bfloat16/bfloat16.h(172): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/tensorflow/core/lib/bfloat16/bfloat16.h(176): warning: calling a constexpr host function from a host device function is not allowed. The experimental flag '--expt-relaxed-constexpr' can be used to allow this.

/playpen2/zhangyb/anaconda3/envs/tensorflow/lib/python3.7/site-packages/tensorflow/include/tensorflow/core/platform/env.h(368): warning: overloaded virtual function "tensorflow::Env::RegisterFileSystem" is only partially overridden in class "tensorflow::EnvWrapper"

utils.cu(104): error: member function declared with "override" does not override a base class member

utils.cu(106): error: member function declared with "override" does not override a base class member

utils.cu(104): warning: function "stream_executor::ScratchAllocator::GetMemoryLimitInBytes()" is hidden by "CublasScratchAllocator::GetMemoryLimitInBytes" -- virtual function override intended?

utils.cu(106): warning: function "stream_executor::ScratchAllocator::AllocateBytes(tensorflow::int64)" is hidden by "CublasScratchAllocator::AllocateBytes" -- virtual function override intended?

utils.cu(330): error: object of abstract class type "CublasScratchAllocator" is not allowed:
pure virtual function "stream_executor::ScratchAllocator::GetMemoryLimitInBytes" has no overrider
pure virtual function "stream_executor::ScratchAllocator::AllocateBytes" has no overrider

utils.cu(624): error: object of abstract class type "CublasScratchAllocator" is not allowed:
pure virtual function "stream_executor::ScratchAllocator::GetMemoryLimitInBytes" has no overrider
pure virtual function "stream_executor::ScratchAllocator::AllocateBytes" has no overrider

4 errors detected in the compilation of "/tmp/tmpxft_00007229_00000000-6_utils.cpp1.ii".

Hi, @frobelbest ,

Thanks for releasing an earlier release of BANet. Would you also provide a brief guide on how to use it?

THX!