the requirements.txt indict that "torch>=2.7.0", I installed the torch=2.9.0 with cuda 12.9, and I update my gcc to 12.3. All other packages are installed successfully. However, the offical pre-build wheel of fast-hadamard-transform only support to torch2.2 and cuda 12.2：
“fast_hadamard_transform-1.0.4.post1+cu122torch2.2cxx11abiTRUE-cp311-cp311-linux_x86_64”. When it build it from source, error comes：
Building wheels for collected packages: fast-hadamard-transform
DEPRECATION: Building 'fast-hadamard-transform' using the legacy setup.py bdist_wheel mechanism, which will be removed in a future version. pip 25.3 will enforce this behaviour change. A possible replacement is to use the standardized build interface by setting the `--use-pep517` option, (possibly combined with `--no-build-isolation`), or adding a `pyproject.toml` file to the source tree of 'fast-hadamard-transform'. Discussion can be found at https://github.com/pypa/pip/issues/6334
Building wheel for fast-hadamard-transform (setup.py) ... error
error: subprocess-exited-with-error
× python setup.py bdist_wheel did not run successfully.
│ exit code: 1
╰─> [126 lines of output]
torch.__version__ = 2.8.0+cu129
/root/anaconda3/envs/quartet/lib/python3.11/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 :: BSD License
See https://packaging.python.org/en/latest/guides/writing-pyproject-toml/#license for details.
********************************************************************************
!!
self._finalize_license_expression()
running bdist_wheel
Guessing wheel URL: https://github.com/Dao-AILab/fast-hadamard-transform/releases/download/v1.0.4.post1/fast_hadamard_transform-1.0.4.post1+cu122torch2.8cxx11abiTRUE-cp311-cp311-linux_x86_64.whl
Precompiled wheel not found. Building from source...
running build
running build_py
creating build/lib.linux-x86_64-cpython-311/fast_hadamard_transform
copying fast_hadamard_transform/fast_hadamard_transform_interface.py -> build/lib.linux-x86_64-cpython-311/fast_hadamard_transform
copying fast_hadamard_transform/__init__.py -> build/lib.linux-x86_64-cpython-311/fast_hadamard_transform
running build_ext
W0929 11:32:35.102000 2860474 site-packages/torch/utils/cpp_extension.py:517] There are no g++ version bounds defined for CUDA version 12.9
building 'fast_hadamard_transform_cuda' extension
creating /tmp/pip-install-rla5foh2/fast-hadamard-transform_597c654d9f2b4442bb61b46d38d3b118/build/temp.linux-x86_64-cpython-311/csrc
ninja: error: '/tmp/pip-install-rla5foh2/fast-hadamard-transform_597c654d9f2b4442bb61b46d38d3b118/csrc/fast_hadamard_transform.cpp', needed by '/tmp/pip-install-rla5foh2/fast-hadamard-transform_597c654d9f2b4442bb61b46d38d3b118/build/temp.linux-x86_64-cpython-311/csrc/fast_hadamard_transform.o', missing and no known rule to make it
Traceback (most recent call last):
File "/tmp/pip-install-rla5foh2/fast-hadamard-transform_597c654d9f2b4442bb61b46d38d3b118/setup.py", line 204, in run
urllib.request.urlretrieve(wheel_url, wheel_filename)
File "/root/anaconda3/envs/quartet/lib/python3.11/urllib/request.py", line 241, in urlretrieve
with contextlib.closing(urlopen(url, data)) as fp:
^^^^^^^^^^^^^^^^^^
File "/root/anaconda3/envs/quartet/lib/python3.11/urllib/request.py", line 216, in urlopen
return opener.open(url, data, timeout)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/root/anaconda3/envs/quartet/lib/python3.11/urllib/request.py", line 525, in open
response = meth(req, response)
^^^^^^^^^^^^^^^^^^^
File "/root/anaconda3/envs/quartet/lib/python3.11/urllib/request.py", line 634, in http_response
response = self.parent.error(
^^^^^^^^^^^^^^^^^^
File "/root/anaconda3/envs/quartet/lib/python3.11/urllib/request.py", line 563, in error
return self._call_chain(*args)
^^^^^^^^^^^^^^^^^^^^^^^
File "/root/anaconda3/envs/quartet/lib/python3.11/urllib/request.py", line 496, in _call_chain
result = func(*args)
^^^^^^^^^^^
File "/root/anaconda3/envs/quartet/lib/python3.11/urllib/request.py", line 643, in http_error_default
raise HTTPError(req.full_url, code, msg, hdrs, fp)
urllib.error.HTTPError: HTTP Error 404: Not Found
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 2595, in _run_ninja_build
subprocess.run(
File "/root/anaconda3/envs/quartet/lib/python3.11/subprocess.py", line 571, 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 35, in <module>
File "/tmp/pip-install-rla5foh2/fast-hadamard-transform_597c654d9f2b4442bb61b46d38d3b118/setup.py", line 224, in <module>
setup(
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/__init__.py", line 115, in setup
return distutils.core.setup(**attrs)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/_distutils/core.py", line 186, in setup
return run_commands(dist)
^^^^^^^^^^^^^^^^^^
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/_distutils/core.py", line 202, in run_commands
dist.run_commands()
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 1002, in run_commands
self.run_command(cmd)
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/dist.py", line 1102, in run_command
super().run_command(command)
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 1021, in run_command
cmd_obj.run()
File "/tmp/pip-install-rla5foh2/fast-hadamard-transform_597c654d9f2b4442bb61b46d38d3b118/setup.py", line 221, in run
super().run()
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/command/bdist_wheel.py", line 370, in run
self.run_command("build")
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/_distutils/cmd.py", line 357, in run_command
self.distribution.run_command(command)
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/dist.py", line 1102, in run_command
super().run_command(command)
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 1021, in run_command
cmd_obj.run()
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/_distutils/command/build.py", line 135, in run
self.run_command(cmd_name)
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/_distutils/cmd.py", line 357, in run_command
self.distribution.run_command(command)
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/dist.py", line 1102, in run_command
super().run_command(command)
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/_distutils/dist.py", line 1021, in run_command
cmd_obj.run()
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/command/build_ext.py", line 96, in run
_build_ext.run(self)
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 368, in run
self.build_extensions()
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 1072, in build_extensions
build_ext.build_extensions(self)
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 484, in build_extensions
self._build_extensions_serial()
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 510, in _build_extensions_serial
self.build_extension(ext)
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/command/build_ext.py", line 261, in build_extension
_build_ext.build_extension(self, ext)
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/setuptools/_distutils/command/build_ext.py", line 565, in build_extension
objects = self.compiler.compile(
^^^^^^^^^^^^^^^^^^^^^^
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 856, in unix_wrap_ninja_compile
_write_ninja_file_and_compile_objects(
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 2227, in _write_ninja_file_and_compile_objects
_run_ninja_build(
File "/root/anaconda3/envs/quartet/lib/python3.11/site-packages/torch/utils/cpp_extension.py", line 2612, 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 fast-hadamard-transform
Running setup.py clean for fast-hadamard-transform
Failed to build fast-hadamard-transform
error: failed-wheel-build-for-install
× Failed to build installable wheels for some pyproject.toml based projects
╰─> fast-hadamard-transform
Are there ways to solve this? Or are there other recommended env? May be I should report the error to the fast-hadamard-transform?
the requirements.txt indict that "torch>=2.7.0", I installed the torch=2.9.0 with cuda 12.9, and I update my gcc to 12.3. All other packages are installed successfully. However, the offical pre-build wheel of fast-hadamard-transform only support to torch2.2 and cuda 12.2：
“fast_hadamard_transform-1.0.4.post1+cu122torch2.2cxx11abiTRUE-cp311-cp311-linux_x86_64”. When it build it from source, error comes：
Are there ways to solve this? Or are there other recommended env? May be I should report the error to the fast-hadamard-transform?