facebookresearch/pytorch3d

ERROR: Failed building wheel for pytorch3d

Closed this issue · 4 comments

pp350565935 commented

🐛 Bugs / Unexpected behaviors

ERROR: Failed building wheel for pytorch3d

Instructions To Reproduce the Issue:

Hi, I'm encountering issues while trying to install pytorch3d on Ubuntu.

I've seen other people have had similar issues and have followed several recommended solutions, but the problem persists. Can you please point out if I'm missing something or which specific step I should be paying attention to?

Thank you for your help!

I used pip install git+https://github.com/facebookresearch/pytorch3d.git@v0.6.2 to install pytorch3d.

Here are my errors, I deleted some of the duplicates
File "/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/setuptools/_distu

(SPARK) root@DESKTOP-SP:~# pip install git+https://github.com/facebookresearch/pytorch3d.git@v0.6.2
Collecting git+https://github.com/facebookresearch/pytorch3d.git@v0.6.2
Cloning https://github.com/facebookresearch/pytorch3d.git (to revision v0.6.2) to /tmp/pip-req-build-d6qs4fxc
Running command git clone --filter=blob:none --quiet https://github.com/facebookresearch/pytorch3d.git /tmp/pip-req-build-d6qs4fxc
Running command git checkout -q 2bd6502
Resolved https://github.com/facebookresearch/pytorch3d.git to commit 2bd6502
Preparing metadata (setup.py) ... done
Collecting fvcore (from pytorch3d==0.6.2)
Using cached fvcore-0.1.5.post20221221-py3-none-any.whl
Requirement already satisfied: iopath in /mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages (from pytorch3d==0.6.2) (0.1.9)
Requirement already satisfied: numpy in /mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages (from fvcore->pytorch3d==0.6.2) (1.24.4)
Collecting yacs>=0.1.6 (from fvcore->pytorch3d==0.6.2)
Using cached yacs-0.1.8-py3-none-any.whl.metadata (639 bytes)
Requirement already satisfied: pyyaml>=5.1 in /mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages (from fvcore->pytorch3d==0.6.2) (6.0.2)
Requirement already satisfied: tqdm in /mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages (from fvcore->pytorch3d==0.6.2) (4.66.5)
Collecting termcolor>=1.1 (from fvcore->pytorch3d==0.6.2)
Using cached termcolor-2.5.0-py3-none-any.whl.metadata (6.1 kB)
Requirement already satisfied: Pillow in /mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages (from fvcore->pytorch3d==0.6.2) (11.0.0)
Collecting tabulate (from fvcore->pytorch3d==0.6.2)
Using cached tabulate-0.9.0-py3-none-any.whl.metadata (34 kB)
Requirement already satisfied: portalocker in /mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages (from iopath->pytorch3d==0.6.2) (2.3.0)
Using cached termcolor-2.5.0-py3-none-any.whl (7.8 kB)
Using cached yacs-0.1.8-py3-none-any.whl (14 kB)
Using cached tabulate-0.9.0-py3-none-any.whl (35 kB)
Building wheels for collected packages: pytorch3d
Building wheel for pytorch3d (setup.py) ... error
error: subprocess-exited-with-error

× python setup.py bdist_wheel did not run successfully.
│ exit code: 1
╰─> [337 lines of output]
running bdist_wheel
running build
running build_py
creating build/lib.linux-x86_64-cpython-39/pytorch3d
copying pytorch3d/init.py -> build/lib.linux-x86_64-cpython-39/pytorch3d
creating build/lib.linux-x86_64-cpython-39/projects
copying projects/init.py -> build/lib.linux-x86_64-cpython-39/projects
creating build/lib.linux-x86_64-cpython-39/pytorch3d/vis
copying pytorch3d/vis/plotly_vis.py -> build/lib.linux-x86_64-cpython-39/pytorch3d/vis
copying pytorch3d/vis/texture_vis.py -> build/lib.linux-x86_64-cpython-39/pytorch3d/vis
copying pytorch3d/vis/init.py -> build/lib.linux-x86_64-cpython-39/pytorch3d/vis
creating build/lib.linux-x86_64-cpython-39/pytorch3d/transforms
copying pytorch3d/transforms/se3.py -> build/lib.linux-x86_64-cpython-39/pytorch3d/transforms
copying pytorch3d/transforms/math.py -> build/lib.linux-x86_64-cpython-39/pytorch3d/transforms
copying pytorch3d/transforms/transform3d.py -> build/lib.linux-x86_64-cpython-39/pytorch3d/transforms
copying pytorch3d/transforms/so3.py -> build/lib.linux-x86_64-cpython-39/pytorch3d/transforms
copying pytorch3d/transforms/rotation_conversions.py -> build/lib.linux-x86_64-cpython-39/pytorch3d/transforms
copying pytorch3d/transforms/init.py -> build/lib.linux-x86_64-cpython-39/pytorch3d/transforms
creating build/lib.linux-x86_64-cpython-39/pytorch3d/loss
copying pytorch3d/loss/point_mesh_distance.py -> build/lib.linux-x86_64-cpython-39/pytorch3d/loss
copying pytorch3d/loss/chamfer.py -> build/lib.linux-x86_64-cpython-39/pytorch3d/loss
copying pytorch3d/loss/mesh_edge_loss.py -> build/lib.linux-x86_64-cpython-39/pytorch3d/loss
copying pytorch3d/loss/mesh_normal_consistency.py -> build/lib.linux-x86_64-cpython-39/pytorch3d/loss
copying pytorch3d/loss/mesh_laplacian_smoothing.py -> build/lib.linux-x86_64-cpython-39/pytorch3d/loss
........
running build_ext
creating /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/rasterize_meshes
creating /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/rasterize_points
creating /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/sample_farthest_points
creating /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/sample_pdf
Emitting ninja build file /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/build.ninja...
Compiling objects...
Allowing ninja to set a default number of workers... (overridable by setting the environment variable MAX_JOBS=N)
[1/65] /mnt/h/Anaconda/envs/SPARK/bin/nvcc -DWITH_CUDA -DTHRUST_IGNORE_CUB_VERSION_CHECK -I/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc -I/mnt/h/Anaconda/envs/SPARK/include/cub -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/TH -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/THC -I/mnt/h/Anaconda/envs/SPARK/include -I/mnt/h/Anaconda/envs/SPARK/include/python3.9 -c -c /tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/norm_weighted_sum.cu -o /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/norm_weighted_sum.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -DCUDA_HAS_FP16=1 -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="gcc"' '-DPYBIND11_STDLIB="libstdcpp"' '-DPYBIND11_BUILD_ABI="cxxabi1011"' -DTORCH_EXTENSION_NAME=C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86
FAILED: /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/norm_weighted_sum.o
/mnt/h/Anaconda/envs/SPARK/bin/nvcc -DWITH_CUDA -DTHRUST_IGNORE_CUB_VERSION_CHECK -I/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc -I/mnt/h/Anaconda/envs/SPARK/include/cub -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/TH -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/THC -I/mnt/h/Anaconda/envs/SPARK/include -I/mnt/h/Anaconda/envs/SPARK/include/python3.9 -c -c /tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/norm_weighted_sum.cu -o /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/norm_weighted_sum.o -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -DCUDA_HAS_FP16=1 -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="gcc"' '-DPYBIND11_STDLIB="libstdcpp"' '-DPYBIND11_BUILD_ABI="cxxabi1011"' -DTORCH_EXTENSION_NAME=C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86
In file included from /tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/norm_weighted_sum.cu:11:
/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/ATen/cuda/CUDAContext.h:10:10: fatal error: cusolverDn.h: No such file or directory
#include <cusolverDn.h>
^~~~~~~~~~~~~~
compilation terminated.
[2/65] /mnt/h/Anaconda/envs/SPARK/bin/nvcc -DWITH_CUDA -DTHRUST_IGNORE_CUB_VERSION_CHECK -I/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc -I/mnt/h/Anaconda/envs/SPARK/include/cub -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/TH -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/THC -I/mnt/h/Anaconda/envs/SPARK/include -I/mnt/h/Anaconda/envs/SPARK/include/python3.9 -c -c /tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/alpha_composite.cu -o /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/alpha_composite.o -D__CUDA_NO_HALF_OPERATORS -D__CUDA_NO_HALF_CONVERSIONS -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -DCUDA_HAS_FP16=1 -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86
FAILED: /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/alpha_composite.o

  In file included from /tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/alpha_composite.cu:11:
  /mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/ATen/cuda/CUDAContext.h:10:10: fatal error: cusolverDn.h: No such file or directory
   #include <cusolverDn.h>
            ^~~~~~~~~~~~~~
  compilation terminated.
  [3/65] /mnt/h/Anaconda/envs/SPARK/bin/nvcc  -DWITH_CUDA -DTHRUST_IGNORE_CUB_VERSION_CHECK -I/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc -I/mnt/h/Anaconda/envs/SPARK/include/cub -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/TH -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/THC -I/mnt/h/Anaconda/envs/SPARK/include -I/mnt/h/Anaconda/envs/SPARK/include/python3.9 -c -c /tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/blending/sigmoid_alpha_blend.cu -o /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/blending/sigmoid_alpha_blend.o -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_BFLOAT16_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ --expt-relaxed-constexpr --compiler-options ''"'"'-fPIC'"'"'' -DCUDA_HAS_FP16=1 -D__CUDA_NO_HALF_OPERATORS__ -D__CUDA_NO_HALF_CONVERSIONS__ -D__CUDA_NO_HALF2_OPERATORS__ -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0 -gencode=arch=compute_86,code=compute_86 -gencode=arch=compute_86,code=sm_86
  FAILED: /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/blending/sigmoid_alpha_blend.o

  In file included from /tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/blending/sigmoid_alpha_blend.cu:10:
  /mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/ATen/cuda/CUDAContext.h:10:10: fatal error: cusolverDn.h: No such file or directory
   #include <cusolverDn.h>
            ^~~~~~~~~~~~~~
  compilation terminated.

  FAILED: /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/ball_query/ball_query.o
   In file included from /tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/ball_query/ball_query.cu:10:
  /mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/ATen/cuda/CUDAContext.h:10:10: fatal error: cusolverDn.h: No such file or directory
   #include <cusolverDn.h>
            ^~~~~~~~~~~~~~
  compilation terminated.
 
  FAILED: /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/weighted_sum.o

  In file included from /tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/weighted_sum.cu:11:
  /mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/ATen/cuda/CUDAContext.h:10:10: fatal error: cusolverDn.h: No such file or directory
   #include <cusolverDn.h>
            ^~~~~~~~~~~~~~
  compilation terminated.
  [6/65] c++ -MMD -MF /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/blending/sigmoid_alpha_blend_cpu.o.d -pthread -B /mnt/h/Anaconda/envs/SPARK/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -Wall -fPIC -O2 -isystem /mnt/h/Anaconda/envs/SPARK/include -I/mnt/h/Anaconda/envs/SPARK/include -fPIC -O2 -isystem /mnt/h/Anaconda/envs/SPARK/include -fPIC -DWITH_CUDA -DTHRUST_IGNORE_CUB_VERSION_CHECK -I/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc -I/mnt/h/Anaconda/envs/SPARK/include/cub -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/TH -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/THC -I/mnt/h/Anaconda/envs/SPARK/include -I/mnt/h/Anaconda/envs/SPARK/include/python3.9 -c -c /tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/blending/sigmoid_alpha_blend_cpu.cpp -o /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/blending/sigmoid_alpha_blend_cpu.o -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0
  [7/65] c++ -MMD -MF /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/ball_query/ball_query_cpu.o.d -pthread -B /mnt/h/Anaconda/envs/SPARK/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -Wall -fPIC -O2 -isystem /mnt/h/Anaconda/envs/SPARK/include -I/mnt/h/Anaconda/envs/SPARK/include -fPIC -O2 -isystem /mnt/h/Anaconda/envs/SPARK/include -fPIC -DWITH_CUDA -DTHRUST_IGNORE_CUB_VERSION_CHECK -I/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc -I/mnt/h/Anaconda/envs/SPARK/include/cub -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/TH -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/THC -I/mnt/h/Anaconda/envs/SPARK/include -I/mnt/h/Anaconda/envs/SPARK/include/python3.9 -c -c /tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/ball_query/ball_query_cpu.cpp -o /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/ball_query/ball_query_cpu.o -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0
  [8/65] c++ -MMD -MF /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/norm_weighted_sum_cpu.o.d -pthread -B /mnt/h/Anaconda/envs/SPARK/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -Wall -fPIC -O2 -isystem /mnt/h/Anaconda/envs/SPARK/include -I/mnt/h/Anaconda/envs/SPARK/include -fPIC -O2 -isystem /mnt/h/Anaconda/envs/SPARK/include -fPIC -DWITH_CUDA -DTHRUST_IGNORE_CUB_VERSION_CHECK -I/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc -I/mnt/h/Anaconda/envs/SPARK/include/cub -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/TH -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/THC -I/mnt/h/Anaconda/envs/SPARK/include -I/mnt/h/Anaconda/envs/SPARK/include/python3.9 -c -c /tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/norm_weighted_sum_cpu.cpp -o /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/norm_weighted_sum_cpu.o -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0
  [9/65] c++ -MMD -MF /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/weighted_sum_cpu.o.d -pthread -B /mnt/h/Anaconda/envs/SPARK/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -Wall -fPIC -O2 -isystem /mnt/h/Anaconda/envs/SPARK/include -I/mnt/h/Anaconda/envs/SPARK/include -fPIC -O2 -isystem /mnt/h/Anaconda/envs/SPARK/include -fPIC -DWITH_CUDA -DTHRUST_IGNORE_CUB_VERSION_CHECK -I/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc -I/mnt/h/Anaconda/envs/SPARK/include/cub -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/TH -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/THC -I/mnt/h/Anaconda/envs/SPARK/include -I/mnt/h/Anaconda/envs/SPARK/include/python3.9 -c -c /tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/weighted_sum_cpu.cpp -o /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/weighted_sum_cpu.o -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0
  [10/65] c++ -MMD -MF /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/alpha_composite_cpu.o.d -pthread -B /mnt/h/Anaconda/envs/SPARK/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -O2 -Wall -fPIC -O2 -isystem /mnt/h/Anaconda/envs/SPARK/include -I/mnt/h/Anaconda/envs/SPARK/include -fPIC -O2 -isystem /mnt/h/Anaconda/envs/SPARK/include -fPIC -DWITH_CUDA -DTHRUST_IGNORE_CUB_VERSION_CHECK -I/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc -I/mnt/h/Anaconda/envs/SPARK/include/cub -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/torch/csrc/api/include -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/TH -I/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/include/THC -I/mnt/h/Anaconda/envs/SPARK/include -I/mnt/h/Anaconda/envs/SPARK/include/python3.9 -c -c /tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/alpha_composite_cpu.cpp -o /tmp/pip-req-build-d6qs4fxc/build/temp.linux-x86_64-cpython-39/tmp/pip-req-build-d6qs4fxc/pytorch3d/csrc/compositing/alpha_composite_cpu.o -std=c++14 -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1011"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=0
  ninja: build stopped: subcommand failed.
  Traceback (most recent call last):
    File "/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 1900, in _run_ninja_build
      subprocess.run(
    File "/mnt/h/Anaconda/envs/SPARK/lib/python3.9/subprocess.py", line 528, in run
      raise CalledProcessError(retcode, process.args,
  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 "<string>", line 2, in <module>
    File "<pip-setuptools-caller>", line 34, in <module>
    File "/tmp/pip-req-build-d6qs4fxc/setup.py", line 134, in <module>
      setup(
             _run_ninja_build(
    File "/mnt/h/Anaconda/envs/SPARK/lib/python3.9/site-packages/torch/utils/cpp_extension.py", line 1916, in _run_ninja_build
      raise RuntimeError(message) from e
  RuntimeError: Error compiling objects for extension
  [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building wheel for pytorch3d
Running setup.py clean for pytorch3d
Failed to build pytorch3d
ERROR: ERROR: Failed to build installable wheels for some pyproject.toml based projects (pytorch3d)

hhuzhouhui commented

+1 have you get a solution? thank!

bottler commented

nvcc is missing some CUDA headers. This is a problem with the cuda setup? What is CUDA_HOME, and what is the output of which nvcc?

pp350565935 commented

nvcc 缺少一些 CUDA 标头。这是 cuda 设置的问题吗？CUDA_HOME 是什么，输出是什么which nvcc？

First of all, thank you for your reply.

I think it might be a problem with cuda settings, but I don't know how to solve it

(MonoFaceCompute) weiwei@WEIWEI:/mnt/d/AI_program_TS/YL/pytorch3d-0.6.2$ echo $CUDA_HOME
/mnt/d/AI_System/Anaconda/envs/SPARK

(MonoFaceCompute) weiwei@WEIWEI:/mnt/d/AI_program_TS/YL/pytorch3d-0.6.2$ which nvcc
(MonoFaceCompute) weiwei@WEIWEI:/mnt/d/AI_program_TS/YL/pytorch3d-0.6.2$

But I use
conda install pytorch3d -c pytorch3d
success Installed pytorch3d

But the project I run seems to point to pytorch3d.git@v0.6.2
So I think I may still need to install a specific pytorch3d version

pp350565935 commented

+1 have you get a solution? thank!

This is my installation process

conda install -c bottler nvidiacub

conda install -c fvcore -c iopath -c conda-forge fvcore iopath

If the error "subprocess.CalledProcessError: Command '['ninja', '-v']' returned non-zero exit status 1" appears

Open pytorch3d/setup.py
Edit

cmdclass={'build_ext': BuildExtension}
to
cmdclass={'build_ext': BuildExtension.with_options(use_ninja=False)}

I used
conda install pytorch3d -c pytorch3d
success Installed pytorch3d

You should check if your cuda is fully installed and set CUDA_HOME correctly

In my case, I used this command to build my virtual environment
conda install pytorch=1.13.0 torchvision=0.14.0 pytorch-cuda=11.6 -c pytorch -c nvidia -y
I thought cuda was fully installed through this command
but it should be incomplete

I downloaded the CUDA Toolkit installation package from NVIDIA
and installed CUDA in ubuntu
Then set CUDA_HOME

Then the installation was successful
pip install git+https://github.com/facebookresearch/pytorch3d.git@v0.6.2