PointNet++ 测试运行失败

基础Docker镜像： paddlepaddle/paddle:1.8.0-gpu-cuda10.0-cudnn7

调整 ext_op/src/make.sh 代码，在 g++ 编译指令中加上 -D_GLIBCXX_USE_CXX11_ABI=0


# make.sh
include_dir=$( python -c 'import paddle; print(paddle.sysconfig.get_include())' )
lib_dir=$( python -c 'import paddle; print(paddle.sysconfig.get_lib())' )

echo $include_dir echo $lib_dir

OPS='farthest_point_sampling_op gather_point_op group_points_op query_ball_op three_interp_op three_nn_op' for op in ${OPS} do nvcc ${op}.cu -c -o ${op}.cu.o -ccbin cc -DPADDLE_WITH_CUDA -DEIGEN_USE_GPU -DPADDLE_USE_DSO -DPADDLE_WITH_MKLDNN -Xcompiler -fPIC -std=c++11 -Xcompiler -fPIC -w --expt-relaxed-constexpr -O0 -g -DNVCC \ -I ${include_dir}/third_party/ \ -I ${include_dir} done

g++ farthest_point_sampling_op.cc farthest_point_sampling_op.cu.o gather_point_op.cc gather_point_op.cu.o group_points_op.cc group_points_op.cu.o query_ball_op.cu.o query_ball_op.cc three_interp_op.cu.o three_interp_op.cc three_nn_op.cu.o three_nn_op.cc -o pointnet_lib.so -DPADDLE_WITH_MKLDNN -shared -fPIC -std=c++11 -O0 -g \ -I ${include_dir}/third_party/ \ -I ${include_dir} \ -L ${lib_dir} \ -L /usr/local/cuda/lib64 -lpaddle_framework -lcudart\ -D_GLIBCXX_USE_CXX11_ABI=0

rm *.cu.o

2. 运行 make.sh 编译通过
3. 执行测试
```bash
export CUDA_VISIBLE_DEVICES=0
export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:`python -c 'import paddle; print(paddle.sysconfig.get_lib())'`
export PYTHONPATH=$PYTHONPATH:`pwd`
python tests/test_three_nn_op.py

报错信息如下：

W0916 10:55:57.921620   376 init.cc:216] Warning: PaddlePaddle catches a failure signal, it may not work properly
W0916 10:55:57.921661   376 init.cc:218] You could check whether you killed PaddlePaddle thread/process accidentally or report the case to PaddlePaddle
W0916 10:55:57.921666   376 init.cc:221] The detail failure signal is:

W0916 10:55:57.921671   376 init.cc:224] *** Aborted at 1631789757 (unix time) try "date -d @1631789757" if you are using GNU date ***
W0916 10:55:57.923035   376 init.cc:224] PC: @                0x0 (unknown)
W0916 10:55:57.923224   376 init.cc:224] *** SIGFPE (@0x7f1e088ed83b) received by PID 376 (TID 0x7f1e0e650700) from PID 143579195; stack trace: ***
W0916 10:55:57.924304   376 init.cc:224]     @     0x7f1e0e22e390 (unknown)
W0916 10:55:57.925643   376 init.cc:224]     @     0x7f1e088ed83b std::__detail::_Mod_range_hashing::operator()()
W0916 10:55:57.926782   376 init.cc:224]     @     0x7f1e089104b2 std::__detail::_Hash_code_base<>::_M_bucket_index()
W0916 10:55:57.927825   376 init.cc:224]     @     0x7f1e0890f5d0 std::_Hashtable<>::_M_bucket_index()
W0916 10:55:57.928773   376 init.cc:224]     @     0x7f1e089119bb std::__detail::_Map_base<>::operator[]()
W0916 10:55:57.929697   376 init.cc:224]     @     0x7f1e08910992 std::unordered_map<>::operator[]()
W0916 10:55:57.930344   376 init.cc:224]     @     0x7f1e0890fe46 _ZN6paddle9framework19RegisterKernelClassINS_8platform9CUDAPlaceEfZNKS0_24OpKernelRegistrarFunctorIS3_Lb0ELm0EINS_9operators33FarthestPointSamplingOpCUDAKernelIfEENS6_IdEEEEclEPKcSB_iEUlRKNS0_16ExecutionContextEE_EEvSB_SB_iT1_
W0916 10:55:57.931105   376 init.cc:224]     @     0x7f1e0890f2e4 paddle::framework::OpKernelRegistrarFunctor<>::operator()()
W0916 10:55:57.931761   376 init.cc:224]     @     0x7f1e0890e799 _ZN6paddle9framework17OpKernelRegistrarINS_8platform9CUDAPlaceEJNS_9operators33FarthestPointSamplingOpCUDAKernelIfEENS5_IdEEEEC2EPKcSA_i
W0916 10:55:57.932322   376 init.cc:224]     @     0x7f1e0890af49 __static_initialization_and_destruction_0()
W0916 10:55:57.932822   376 init.cc:224]     @     0x7f1e0890af77 _GLOBAL__sub_I_tmpxft_000000df_00000000_5_farthest_point_sampling_op.cudafe1.cpp
W0916 10:55:57.933336   376 init.cc:224]     @     0x7f1e0e44a6ca (unknown)
W0916 10:55:57.933843   376 init.cc:224]     @     0x7f1e0e44a7db (unknown)
W0916 10:55:57.934345   376 init.cc:224]     @     0x7f1e0e44f8f2 (unknown)
W0916 10:55:57.934846   376 init.cc:224]     @     0x7f1e0e44a574 (unknown)
W0916 10:55:57.935348   376 init.cc:224]     @     0x7f1e0e44edb9 (unknown)
W0916 10:55:57.935863   376 init.cc:224]     @     0x7f1e0dc4ff09 (unknown)
W0916 10:55:57.936401   376 init.cc:224]     @     0x7f1e0e44a574 (unknown)
W0916 10:55:57.936937   376 init.cc:224]     @     0x7f1e0dc50571 (unknown)
W0916 10:55:57.937688   376 init.cc:224]     @     0x7f1e0dc4ffa1 dlopen
W0916 10:55:57.945061   376 init.cc:224]     @     0x7f1da08da6d3 paddle::platform::dynload::GetOpDsoHandle()
W0916 10:55:57.950942   376 init.cc:224]     @     0x7f1d9cfbe71d paddle::framework::LoadOpLib()
W0916 10:55:57.953336   376 init.cc:224]     @     0x7f1d9d0239ed _ZZN8pybind1112cpp_function10initializeIRPFvRKSsEvIS3_EINS_4nameENS_5scopeENS_7siblingEEEEvOT_PFT0_DpT1_EDpRKT2_ENUlRNS_6detail13function_callEE1_4_FUNESN_
W0916 10:55:57.955534   376 init.cc:224]     @     0x7f1d9d048b39 pybind11::cpp_function::dispatcher()
W0916 10:55:57.955688   376 init.cc:224]     @           0x4bc9ba PyEval_EvalFrameEx
W0916 10:55:57.955794   376 init.cc:224]     @           0x4ba036 PyEval_EvalCodeEx
W0916 10:55:57.955926   376 init.cc:224]     @           0x4c237b PyEval_EvalFrameEx
W0916 10:55:57.956028   376 init.cc:224]     @           0x4ba036 PyEval_EvalCodeEx
W0916 10:55:57.956147   376 init.cc:224]     @           0x4b9d26 PyEval_EvalCode
W0916 10:55:57.956218   376 init.cc:224]     @           0x4b9c5f PyImport_ExecCodeModuleEx
W0916 10:55:57.956341   376 init.cc:224]     @           0x4b2f86 (unknown)
W0916 10:55:57.956454   376 init.cc:224]     @           0x4a4d21 (unknown)
Floating point exception (core dumped)

PaddlePaddle / models

PointNet++ 测试运行失败 #5346