subprocess.CalledProcessError: Command '['ninja', '-v']' returned non-zero exit status 1.

[Irena-Zhang]

`Loading /public/home/yqzhang/modeltest/0_path_model/AStarNet-master/datasets/knowledge_graphs/fb15k237_train.tx
Loading /public/home/yqzhang/modeltest/0_path_model/AStarNet-master/datasets/knowledge_graphs/fb15k237_valid.tx
Loading /public/home/yqzhang/modeltest/0_path_model/AStarNet-master/datasets/knowledge_graphs/fb15k237_test.txt
10:25:25 FB15k237(
#entity: 14541
#relation: 237
#triplet: 310116
)
10:25:25 #train: 272115, #valid: 17535, #test: 20466
Traceback (most recent call last):
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1906, in _run_ninja_build
env=env)
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/subprocess.py", line 512, in run
output=stdout, stderr=stderr)
subprocess.CalledProcessError: Command '['ninja', '-v']' returned non-zero exit status 1.

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
File "script/run.py", line 58, in
solver = util.build_solver(cfg, dataset)
File "/public/home/yqzhang/modeltest/0_path_model/AStarNet-master/reasoning/util.py", line 104, in build_solver
task = core.Configurable.load_config_dict(cfg.task)
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/core/core.py", line 269, in load_config_dict
v = Configurable.load_config_dict(v)
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/core/core.py", line 269, in load_config_dict
v = Configurable.load_config_dict(v)
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/core/core.py", line 277, in load_config_dict
return cls(**new_config)
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/decorator.py", line 232, in fun
return caller(func, *(extras + args), **kw)
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/core/core.py", line 296, in wrapper
return init(self, *args, **kwargs)
File "/public/home/yqzhang/modeltest/0_path_model/AStarNet-master/reasoning/layer.py", line 55, in init
functional.generalized_rspmm(adjacency, relation_input, input, sum="add", mul="mul")
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/spmm.py", line 378, in generalized_rspmm
return Function.apply(sparse.coalesce(), relation, input)
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/spmm.py", line 174, in forward
forward = spmm.rspmm_add_mul_forward_cpu
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/utils/torch.py", line 26, in getattr
return getattr(self.module, key)
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/utils/decorator.py", line 102, in get
result = self.func(obj)
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/utils/torch.py", line 32, in module
self.verbose, **self.kwargs)
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1296, in load
keep_intermediates=keep_intermediates)
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1518, in jit_compile
is_standalone=is_standalone)
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1626, in write_ninja_file_and_build_library
error_prefix=f"Error building extension '{name}'")
File "/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/utils/cpp_extension.py", line 1916, in run_ninja_build
raise RuntimeError(message) from e
RuntimeError: Error building extension 'spmm': [1/5] c++ -MMD -MF rspmm.o.d -DTORCH_EXTENSION_NAME=spmm -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="gcc" -DPYBIND11_STDLIB="libstdcpp" -DPYBIND11_BUILD_ABI="cxxabi1011" -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/TH -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/THC -isystem /public/home/yqzhang/cuda/cuda11/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/include/python3.7m -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++14 -Ofast -fopenmp -DAT_PARALLEL_OPENMP -DCUDA_OP -c /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/extension/rspmm.cpp -o rspmm.o
[2/5] c++ -MMD -MF spmm.o.d -DTORCH_EXTENSION_NAME=spmm -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="gcc" -DPYBIND11_STDLIB="libstdcpp" -DPYBIND11_BUILD_ABI="cxxabi1011" -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/TH -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/THC -isystem /public/home/yqzhang/cuda/cuda11/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/include/python3.7m -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++14 -Ofast -fopenmp -DAT_PARALLEL_OPENMP -DCUDA_OP -c /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/extension/spmm.cpp -o spmm.o
[3/5] /public/home/yqzhang/cuda/cuda11/bin/nvcc -DTORCH_EXTENSION_NAME=spmm -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="gcc" -DPYBIND11_STDLIB="libstdcpp" -DPYBIND11_BUILD_ABI="cxxabi1011" -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/TH -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/THC -isystem /public/home/yqzhang/cuda/cuda11/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/include/python3.7m -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS -D__CUDA_NO_BFLOAT16_CONVERSIONS -D__CUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 --compiler-options '-fPIC' -O3 -std=c++14 -c /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/extension/rspmm.cu -o rspmm.cuda.o
FAILED: rspmm.cuda.o
/public/home/yqzhang/cuda/cuda11/bin/nvcc -DTORCH_EXTENSION_NAME=spmm -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="gcc" -DPYBIND11_STDLIB="libstdcpp" -DPYBIND11_BUILD_ABI="cxxabi1011" -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/TH -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/THC -isystem /public/home/yqzhang/cuda/cuda11/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/include/python3.7m -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS -D__CUDA_NO_BFLOAT16_CONVERSIONS -D__CUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 --compiler-options '-fPIC' -O3 -std=c++14 -c /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/extension/rspmm.cu -o rspmm.cuda.o
/usr/include/c++/11/bits/std_function.h:435:145: error: parameter packs not expanded with ‘...’:
435 | function(Functor&& f)
| ^
/usr/include/c++/11/bits/std_function.h:435:145: note: ‘ArgTypes’
/usr/include/c++/11/bits/std_function.h:530:146: error: parameter packs not expanded with ‘...’:
530 | operator=(Functor&& f)
| ^
/usr/include/c++/11/bits/std_function.h:530:146: note: ‘ArgTypes’
[4/5] /public/home/yqzhang/cuda/cuda11/bin/nvcc -DTORCH_EXTENSION_NAME=spmm -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="gcc" -DPYBIND11_STDLIB="libstdcpp" -DPYBIND11_BUILD_ABI="cxxabi1011" -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/TH -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/THC -isystem /public/home/yqzhang/cuda/cuda11/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/include/python3.7m -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS -D__CUDA_NO_BFLOAT16_CONVERSIONS -D__CUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 --compiler-options '-fPIC' -O3 -std=c++14 -c /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/extension/spmm.cu -o spmm.cuda.o
FAILED: spmm.cuda.o
/public/home/yqzhang/cuda/cuda11/bin/nvcc -DTORCH_EXTENSION_NAME=spmm -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="gcc" -DPYBIND11_STDLIB="libstdcpp" -DPYBIND11_BUILD_ABI="cxxabi1011" -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/TH -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/THC -isystem /public/home/yqzhang/cuda/cuda11/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/include/python3.7m -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS -D__CUDA_NO_BFLOAT16_CONVERSIONS -D__CUDA_NO_HALF2_OPERATORS_ --expt-relaxed-constexpr -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86 --compiler-options '-fPIC' -O3 -std=c++14 -c /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/extension/spmm.cu -o spmm.cuda.o
/usr/include/c++/11/bits/std_function.h:435:145: error: parameter packs not expanded with ‘...’:
435 | function(_Functor&& __f)
| ^
/usr/include/c++/11/bits/std_function.h:435:145: note: ‘_ArgTypes’
/usr/include/c++/11/bits/std_function.h:530:146: error: parameter packs not expanded with ‘...’:
530 | operator=(_Functor&& __f)
| ^
/usr/include/c++/11/bits/std_function.h:530:146: note: ‘_ArgTypes’
ninja: build stopped: subcommand failed.`

Hello,
Thanks for your nice work. When I try to replicate your results in GPU, I meet the error about C++ spmm.
Would you know how to fix this? Thanks, and have a nice day!

[Wendysigh]

I also encounter similar issues. don't how to fix

[Wendysigh]

I found the solution discussed in previous issue: #3
the problem is caused by TorchDrug, the missing header file in different versions, e.g., "ATen/SparseTensorUtils.h" should be change to "ATen/native/SparseTensorUtils.h".

[Irena-Zhang]

I found the solution discussed in previous issue: #3 the problem is caused by TorchDrug, the missing header file in different versions, e.g., "ATen/SparseTensorUtils.h" should be change to "ATen/native/SparseTensorUtils.h".

Thanks for your tip! I will try to modify it.

[rainbowww24]

'正在加载 /public/home/yqzhang/modeltest/0_path_model/AStarNet-master/datasets/knowledge_graphs/fb15k237_train.tx 加载 /public/home/yqzhang/modeltest/0_path_model/AStarNet-master/datasets/knowledge_graphs/fb15k237_valid.tx 加载 /public/home/yqzhang/modeltest/0_path_model/AStarNet-master/datasets/knowledge_graphs/fb15k237_test.txt 10：25：25 FB15k237（ #entity： 14541 #relation： 237 #triplet： 310116 ） 10：25：25 #train： 272115， #valid： 17535， #test： 20466 回溯（最近一次调用最后）：文件“/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/utils/cpp_extension.py“，第 1906 行，在 _run_ninja_build env=env） 文件”/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/subprocess.py“，第 512 行，在运行输出=stdout， stderr=stderr） 子进程中。CalledProcessError：命令 '['ninja'， '-v']' 返回非零退出状态 1。

上述异常是以下异常的直接原因：

回溯（最近一次调用最后）：文件“script/run.py”，第 58 行，在 solver = util.build_solver（cfg， dataset） 文件“/public/home/yqzhang/modeltest/0_path_model/AStarNet-master/reasoning/util.py”，第 104 行，在build_solver task = core。Configurable.load_config_dict（cfg.task） 文件“/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/core/core.py”，第 269 行，load_config_dict v = Configurable.load_config_dict（v）文件“/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/core/core.py”，第 269 行，load_config_dict v = Configurable.load_config_dict（v）文件“/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/core/core.py”，第 277 行，load_config_dict返回 cls（**new_config） 文件“/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/decorator.py”，第 232 行，在 fun 返回调用者（func， *（extras + args）， **kw） 文件“/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/core/core.py”， 第 296 行，在包装器中返回 init（self， *args， **kwargs） 文件“/public/home/yqzhang/modeltest/0_path_model/AStarNet-master/reasoning/layer.py”，第 55 行，在 init functional.generalized_rspmm（adjacency， relation_input， input， sum=“add”， mul=“mul”） 文件“/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/spmm.py”，第 378 行，generalized_rspmm返回 Function.apply（sparse.coalesce（）， relation， input） 文件“/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/spmm.py”，第 174 行，向前 = spmm.rspmm_add_mul_forward_cpu文件“/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/utils/torch.py”，第 26 行，在 getattr 中返回 getattr（self.module， key）文件“/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/utils/decorator.py”，第 102 行，在 get result = self.func（obj） 文件“/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/utils/torch.py”，第 32 行，在模块 self.verbose， **self.kwargs） 文件“/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/utils/cpp_extension.py“，第 1296 行，加载 keep_intermediates=keep_intermediates） 文件”/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/utils/cpp_extension.py“，第 1518 行，jit_compile is_standalone=is_standalone） 文件”/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/utils/cpp_extension.py“，第 1626 行，write_ninja_file_and_build_libraryerror_prefix=f“构建扩展 '{name}' 时出错”） 文件 “/public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/utils/cpp_extension.py”，第 1916 行，run_ninja_build 从 e RuntimeError： 构建扩展 'spmm' 时出错： [1/5] c++ -MMD -MF rspmm.o.d -DTORCH_EXTENSION_NAME=spmm -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=“gcc” -DPYBIND11_STDLIB=“libstdcpp“ -DPYBIND11_BUILD_ABI=”cxxabi1011“ -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/TH -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/THC -isystem /public/home/yqzhang/cuda/cuda11/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/include/python3.7m -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++14 -ofast -fopenmp -DAT_PARALLEL_OPENMP -DCUDA_OP -c /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/extension/rspmm.cpp -o rspmm.o [2/5] c++ -MMD -MF spmm.o.d -DTORCH_EXTENSION_NAME=spmm -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=“gcc" -DPYBIND11_STDLIB="libstdcpp" -DPYBIND11_BUILD_ABI="cxxabi1011" -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/TH -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/THC -isystem /public/home/yqzhang/cuda/cuda11/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/include/python3.7m -D_GLIBCXX_USE_CXX11_ABI=0 -fPIC -std=c++14 -Ofast -fopenmp -DAT_PARALLEL_OPENMP -DCUDA_OP -c /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/extension/spmm.cpp -o spmm.o [3/5] /public/home/yqzhang/cuda/cuda11/bin/nvcc -DTORCH_EXTENSION_NAME=spmm -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE="gcc" -DPYBIND11_STDLIB="libstdcpp" -DPYBIND11_BUILD_ABI="cxxabi1011" -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/TH -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/THC -isystem /public/home/yqzhang/cuda/cuda11/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/include/python3.7m -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS -D__CUDA_NO_BFLOAT16_CONVERSIONS -D__CUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr -gencode=arch=compute_86，code=compute_86 -gencode=arch=compute_86，code=sm_86 --compiler-options '-fPIC' -O3 -std=c++14 -c /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/extension/rspmm.cu -o rspmm.cuda.o 失败： rspmm.cuda.o/public/home/yqzhang/cuda/cuda11/bin/nvcc -DTORCH_EXTENSION_NAME=spmm -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=“gcc” -DPYBIND11_STDLIB=“libstdcpp” -DPYBIND11_BUILD_ABI=“cxxabi1011" -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/TH -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/THC -isystem /public/home/yqzhang/cuda/cuda11/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/include/python3.7m -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS -D__CUDA_NO_BFLOAT16_CONVERSIONS -D__CUDA_NO_HALF2_OPERATORS_ --expt-relaxed-constexpr -gencode=arch=compute_86，code=compute_86 -gencode=arch=compute_86，code=sm_86 --compiler-options '-fPIC' -O3 -std=c++14 -c /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/extension/rspmm.cu -o rspmm.cuda.o /usr/include/c++/11/bits/std_function.h：435：145：错误：参数包未用 '...' 展开：435 |function（Functor&& f） | ^ /usr/include/c++/11/bits/std_function.h：435：145：注意：注意：'ArgTypes' /usr/include/c++/11/bits/std_function.h：530：146：错误：参数包未用 '...' 扩展： 530 | operator=（Functor&& f） | ^ /usr/include/c++/11/bits/std_function.h：530：146：注意：'ArgTypes'[4/5] /public/home/yqzhang/cuda/cuda11/bin/nvcc -DTORCH_EXTENSION_NAME=spmm -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=“gcc" -DPYBIND11_STDLIB="libstdcpp" -DPYBIND11_BUILD_ABI="cxxabi1011" -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/TH -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/THC -isystem /public/home/yqzhang/cuda/cuda11/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/include/python3.7m -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS -D__CUDA_NO_BFLOAT16_CONVERSIONS -D__CUDA_NO_HALF2_OPERATORS --expt-relaxed-constexpr -gencode=arch=compute_86，code=compute_86 -gencode=arch=compute_86，code=sm_86 --compiler-options '-fPIC' -O3 -std=c++14 -c /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/extension/spmm.cu -o spmm.cuda.o 失败： spmm.cuda.o /public/home/yqzhang/cuda/cuda11/bin/nvcc -DTORCH_EXTENSION_NAME=spmm -DTORCH_API_INCLUDE_EXTENSION_H -DPYBIND11_COMPILER_TYPE=“gcc” -DPYBIND11_STDLIB=“libstdcpp” -DPYBIND11_BUILD_ABI=“cxxabi1011” -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/torch/csrc/api/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/TH -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torch/include/THC -isystem /public/home/yqzhang/cuda/cuda11/include -isystem /public/home/yqzhang/anaconda3/envs/kgmodel/include/python3.7m -D_GLIBCXX_USE_CXX11_ABI=0 -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS -D__CUDA_NO_BFLOAT16_CONVERSIONS -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr -gencode=arch=compute_86，code=compute_86 -gencode=arch=compute_86，code=sm_86 --compiler-options '-fPIC' -O3 -std=c++14 -c /public/home/yqzhang/anaconda3/envs/kgmodel/lib/python3.7/site-packages/torchdrug/layers/functional/extension/spmm.cu -o spmm.cuda.o /usr/include/c++/11/bits/std_function.h：435：145：145：错误：参数包未用“...”扩展：435 |函数（_Functor&__f） |^ /usr/include/c++/11/bits/std_function.h：435：145：注意：“_ArgTypes” /usr/include/c++/11/bits/std_function.h：530：146：错误：参数包未用“...”扩展：530 |运算符=（_Functor&& __f） |^ /usr/include/c++/11/bits/std_function.h：530：146：注意：“_ArgTypes”Ninja：构建停止：子命令失败。

您好，感谢您的出色工作。当我尝试在 GPU 中复制您的结果时，我遇到了有关 C++ spmm 的错误。你知道如何解决这个问题吗？谢谢，祝你有美好的一天！

Hello, I’m also facing the same issue. May I ask if you have found a solution?