Install Error

pip install -e . --no-build-isolation

...

Building wheels for collected packages: turbodiffusion
Building editable for turbodiffusion (pyproject.toml) ... error
error: subprocess-exited-with-error

× Building editable for turbodiffusion (pyproject.toml) did not run successfully.
│ exit code: 1
╰─> [72 lines of output]
/root/anaconda3/envs/env_td/lib/python3.10/site-packages/setuptools/config/_apply_pyprojecttoml.py:82: SetuptoolsDeprecationWarning: project.license as a TOML table is deprecated
!!

          ********************************************************************************
          Please use a simple string containing a SPDX expression for `project.license`. You can also use `project.license-files`. (Both options available on setuptools>=77.0.0).
  
          By 2026-Feb-18, you need to update your project and remove deprecated calls
          or your builds will no longer be supported.
  
          See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details.
          ********************************************************************************
  
  !!
    corresp(dist, value, root_dir)
  /root/anaconda3/envs/env_td/lib/python3.10/site-packages/setuptools/config/_apply_pyprojecttoml.py:61: SetuptoolsDeprecationWarning: License classifiers are deprecated.
  !!
  
          ********************************************************************************
          Please consider removing the following classifiers in favor of a SPDX license expression:
  
          License :: OSI Approved :: Apache Software License
  
          See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details.
          ********************************************************************************
  
  !!
    dist._finalize_license_expression()
  /root/anaconda3/envs/env_td/lib/python3.10/site-packages/setuptools/dist.py:759: SetuptoolsDeprecationWarning: License classifiers are deprecated.
  !!
  
          ********************************************************************************
          Please consider removing the following classifiers in favor of a SPDX license expression:
  
          License :: OSI Approved :: Apache Software License
  
          See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details.
          ********************************************************************************
  
  !!
    self._finalize_license_expression()
  running editable_wheel
  creating /tmp/pip-ephem-wheel-cache-rvtprusr/wheels/66/bc/7f/088d247f2a64772b84a0a18350b86f3ba2ddee145411b58896/tmpschbt6co/.tmp-gxpoxp3u/turbodiffusion.egg-info
  writing /tmp/pip-ephem-wheel-cache-rvtprusr/wheels/66/bc/7f/088d247f2a64772b84a0a18350b86f3ba2ddee145411b58896/tmpschbt6co/.tmp-gxpoxp3u/turbodiffusion.egg-info/PKG-INFO
  writing dependency_links to /tmp/pip-ephem-wheel-cache-rvtprusr/wheels/66/bc/7f/088d247f2a64772b84a0a18350b86f3ba2ddee145411b58896/tmpschbt6co/.tmp-gxpoxp3u/turbodiffusion.egg-info/dependency_links.txt
  writing entry points to /tmp/pip-ephem-wheel-cache-rvtprusr/wheels/66/bc/7f/088d247f2a64772b84a0a18350b86f3ba2ddee145411b58896/tmpschbt6co/.tmp-gxpoxp3u/turbodiffusion.egg-info/entry_points.txt
  writing requirements to /tmp/pip-ephem-wheel-cache-rvtprusr/wheels/66/bc/7f/088d247f2a64772b84a0a18350b86f3ba2ddee145411b58896/tmpschbt6co/.tmp-gxpoxp3u/turbodiffusion.egg-info/requires.txt
  writing top-level names to /tmp/pip-ephem-wheel-cache-rvtprusr/wheels/66/bc/7f/088d247f2a64772b84a0a18350b86f3ba2ddee145411b58896/tmpschbt6co/.tmp-gxpoxp3u/turbodiffusion.egg-info/top_level.txt
  writing manifest file '/tmp/pip-ephem-wheel-cache-rvtprusr/wheels/66/bc/7f/088d247f2a64772b84a0a18350b86f3ba2ddee145411b58896/tmpschbt6co/.tmp-gxpoxp3u/turbodiffusion.egg-info/SOURCES.txt'
  reading manifest file '/tmp/pip-ephem-wheel-cache-rvtprusr/wheels/66/bc/7f/088d247f2a64772b84a0a18350b86f3ba2ddee145411b58896/tmpschbt6co/.tmp-gxpoxp3u/turbodiffusion.egg-info/SOURCES.txt'
  reading manifest template 'MANIFEST.in'
  adding license file 'LICENSE'
  writing manifest file '/tmp/pip-ephem-wheel-cache-rvtprusr/wheels/66/bc/7f/088d247f2a64772b84a0a18350b86f3ba2ddee145411b58896/tmpschbt6co/.tmp-gxpoxp3u/turbodiffusion.egg-info/SOURCES.txt'
  creating '/tmp/pip-ephem-wheel-cache-rvtprusr/wheels/66/bc/7f/088d247f2a64772b84a0a18350b86f3ba2ddee145411b58896/tmpschbt6co/.tmp-gxpoxp3u/turbodiffusion-1.0.0.dist-info'
  creating /tmp/pip-ephem-wheel-cache-rvtprusr/wheels/66/bc/7f/088d247f2a64772b84a0a18350b86f3ba2ddee145411b58896/tmpschbt6co/.tmp-gxpoxp3u/turbodiffusion-1.0.0.dist-info/WHEEL
  running build_py
  running build_ext
  W1226 15:45:16.998505 37220 site-packages/torch/utils/cpp_extension.py:507] The detected CUDA version (12.6) has a minor version mismatch with the version that was used to compile PyTorch (12.8). Most likely this shouldn't be a problem.
  W1226 15:45:16.998601 37220 site-packages/torch/utils/cpp_extension.py:517] There are no g++ version bounds defined for CUDA version 12.6
  building 'turbo_diffusion_ops' extension
  creating /tmp/tmpgh4fl2p9.build-temp/turbodiffusion/ops
  creating /tmp/tmpgh4fl2p9.build-temp/turbodiffusion/ops/gemm
  creating /tmp/tmpgh4fl2p9.build-temp/turbodiffusion/ops/norm
  creating /tmp/tmpgh4fl2p9.build-temp/turbodiffusion/ops/quant
  1.11.1.git.kitware.jobserver-1
  g++ -pthread -B /root/anaconda3/envs/env_td/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -g -fwrapv -O2 -Wall -fPIC -O2 -isystem /root/anaconda3/envs/env_td/include -fPIC -O2 -isystem /root/anaconda3/envs/env_td/include -shared /tmp/tmpgh4fl2p9.build-temp/turbodiffusion/ops/bindings.o /tmp/tmpgh4fl2p9.build-temp/turbodiffusion/ops/gemm/gemm.o /tmp/tmpgh4fl2p9.build-temp/turbodiffusion/ops/norm/layernorm.o /tmp/tmpgh4fl2p9.build-temp/turbodiffusion/ops/norm/rmsnorm.o /tmp/tmpgh4fl2p9.build-temp/turbodiffusion/ops/quant/quant.o -L/root/anaconda3/envs/env_td/lib/python3.10/site-packages/torch/lib -L/usr/local/cuda-12.6/lib64 -lcuda -lc10 -ltorch -ltorch_cpu -ltorch_python -lcudart -lc10_cuda -ltorch_cuda -o /tmp/tmpmd9jxh5a.build-lib/turbo_diffusion_ops.cpython-310-x86_64-linux-gnu.so
  /root/anaconda3/envs/env_td/compiler_compat/ld: cannot find /tmp/tmpgh4fl2p9.build-temp/turbodiffusion/ops/bindings.o: 没有那个文件或目录
  /root/anaconda3/envs/env_td/compiler_compat/ld: cannot find /tmp/tmpgh4fl2p9.build-temp/turbodiffusion/ops/gemm/gemm.o: 没有那个文件或目录
  /root/anaconda3/envs/env_td/compiler_compat/ld: cannot find /tmp/tmpgh4fl2p9.build-temp/turbodiffusion/ops/norm/layernorm.o: 没有那个文件或目录
  /root/anaconda3/envs/env_td/compiler_compat/ld: cannot find /tmp/tmpgh4fl2p9.build-temp/turbodiffusion/ops/norm/rmsnorm.o: 没有那个文件或目录
  /root/anaconda3/envs/env_td/compiler_compat/ld: cannot find /tmp/tmpgh4fl2p9.build-temp/turbodiffusion/ops/quant/quant.o: 没有那个文件或目录
  collect2: error: ld returned 1 exit status
  error: command '/usr/bin/g++' failed with exit code 1
  [end of output]

note: This error originates from a subprocess, and is likely not a problem with pip.
ERROR: Failed building editable for turbodiffusion
Failed to build turbodiffusion
error: failed-wheel-build-for-install

× Failed to build installable wheels for some pyproject.toml based projects
╰─> turbodiffusion

Start by reproducing pip install -e . --no-build-isolation and inspect pyproject.toml together with the extension sources under turbodiffusion/ops, including bindings, gemm, norm, and quant. The reported failure occurs at linking because the expected object files are missing; done means the editable package builds successfully in the reported environment.