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facebookresearch / xformers

Hackable and optimized Transformers building blocks, supporting a composable construction.
https://facebookresearch.github.io/xformers/
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How to install to aarch64 #1142

Open gongchangsui opened 2 days ago

gongchangsui commented 2 days ago

❓ Questions and Help

pip install -v -U git+https://github.com/facebookresearch/xformers.git@main#egg=xformers

Errors:

 5 errors detected in the compilation of "/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/xformers/csrc/swiglu/cuda/gemm_fused_operand_sum.cu".
  [32/34] c++ -MMD -MF /tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/build/temp.linux-aarch64-cpython-310/xformers/csrc/attention/autograd/matmul.o.d -pthread -B /home/xxx/miniconda3/envs/pytorch_gpu/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O3 -Wall -fPIC -O3 -isystem /home/xxx/miniconda3/envs/pytorch_gpu/include -fPIC -O3 -isystem /home/xxx/miniconda3/envs/pytorch_gpu/include -fPIC -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/xformers/csrc -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/sputnik -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/cutlass/include -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/cutlass/tools/util/include -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/cutlass/examples -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include/TH -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include/THC -I/usr/local/cuda/include -I/home/xxx/miniconda3/envs/pytorch_gpu/include/python3.10 -c -c /tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/xformers/csrc/attention/autograd/matmul.cpp -o /tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/build/temp.linux-aarch64-cpython-310/xformers/csrc/attention/autograd/matmul.o -O3 -std=c++17 -fopenmp -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1016"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=1
  [33/34] /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/build/temp.linux-aarch64-cpython-310/xformers/csrc/sequence_parallel_fused/synchronization_kernels.o.d -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/xformers/csrc -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/sputnik -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/cutlass/include -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/cutlass/tools/util/include -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/cutlass/examples -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include/TH -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include/THC -I/usr/local/cuda/include -I/home/xxx/miniconda3/envs/pytorch_gpu/include/python3.10 -c -c /tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/xformers/csrc/sequence_parallel_fused/synchronization_kernels.cu -o /tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/build/temp.linux-aarch64-cpython-310/xformers/csrc/sequence_parallel_fused/synchronization_kernels.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'"'"'' -DHAS_PYTORCH --use_fast_math -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ --extended-lambda -D_ENABLE_EXTENDED_ALIGNED_STORAGE -std=c++17 --generate-line-info -DNDEBUG --threads 4 --ptxas-options=-v --ptxas-options=-O2 --ptxas-options=-allow-expensive-optimizations=true -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1016"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_80,code=sm_80
  FAILED: /tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/build/temp.linux-aarch64-cpython-310/xformers/csrc/sequence_parallel_fused/synchronization_kernels.o
  /usr/local/cuda/bin/nvcc --generate-dependencies-with-compile --dependency-output /tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/build/temp.linux-aarch64-cpython-310/xformers/csrc/sequence_parallel_fused/synchronization_kernels.o.d -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/xformers/csrc -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/sputnik -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/cutlass/include -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/cutlass/tools/util/include -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/cutlass/examples -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include/TH -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include/THC -I/usr/local/cuda/include -I/home/xxx/miniconda3/envs/pytorch_gpu/include/python3.10 -c -c /tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/xformers/csrc/sequence_parallel_fused/synchronization_kernels.cu -o /tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/build/temp.linux-aarch64-cpython-310/xformers/csrc/sequence_parallel_fused/synchronization_kernels.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'"'"'' -DHAS_PYTORCH --use_fast_math -U__CUDA_NO_HALF_OPERATORS__ -U__CUDA_NO_HALF_CONVERSIONS__ --extended-lambda -D_ENABLE_EXTENDED_ALIGNED_STORAGE -std=c++17 --generate-line-info -DNDEBUG --threads 4 --ptxas-options=-v --ptxas-options=-O2 --ptxas-options=-allow-expensive-optimizations=true -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1016"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=1 -gencode=arch=compute_80,code=sm_80
  /usr/include/bits/math-vector.h(30): error: identifier "__Float32x4_t" is undefined
    typedef __Float32x4_t __f32x4_t;
            ^

  /usr/include/bits/math-vector.h(31): error: identifier "__Float64x2_t" is undefined
    typedef __Float64x2_t __f64x2_t;
            ^

  /usr/include/bits/math-vector.h(40): error: identifier "__SVFloat32_t" is undefined
    typedef __SVFloat32_t __sv_f32_t;
            ^

  /usr/include/bits/math-vector.h(41): error: identifier "__SVFloat64_t" is undefined
    typedef __SVFloat64_t __sv_f64_t;
            ^

  /usr/include/bits/math-vector.h(42): error: identifier "__SVBool_t" is undefined
    typedef __SVBool_t __sv_bool_t;
            ^

  5 errors detected in the compilation of "/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/xformers/csrc/sequence_parallel_fused/synchronization_kernels.cu".
  [34/34] c++ -MMD -MF /tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/build/temp.linux-aarch64-cpython-310/xformers/csrc/swiglu/swiglu_packedw.o.d -pthread -B /home/xxx/miniconda3/envs/pytorch_gpu/compiler_compat -Wno-unused-result -Wsign-compare -DNDEBUG -fwrapv -O3 -Wall -fPIC -O3 -isystem /home/xxx/miniconda3/envs/pytorch_gpu/include -fPIC -O3 -isystem /home/xxx/miniconda3/envs/pytorch_gpu/include -fPIC -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/xformers/csrc -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/sputnik -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/cutlass/include -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/cutlass/tools/util/include -I/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/third_party/cutlass/examples -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include/torch/csrc/api/include -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include/TH -I/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/include/THC -I/usr/local/cuda/include -I/home/xxx/miniconda3/envs/pytorch_gpu/include/python3.10 -c -c /tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/xformers/csrc/swiglu/swiglu_packedw.cpp -o /tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/build/temp.linux-aarch64-cpython-310/xformers/csrc/swiglu/swiglu_packedw.o -O3 -std=c++17 -fopenmp -DTORCH_API_INCLUDE_EXTENSION_H '-DPYBIND11_COMPILER_TYPE="_gcc"' '-DPYBIND11_STDLIB="_libstdcpp"' '-DPYBIND11_BUILD_ABI="_cxxabi1016"' -DTORCH_EXTENSION_NAME=_C -D_GLIBCXX_USE_CXX11_ABI=1
  ninja: build stopped: subcommand failed.
  Traceback (most recent call last):
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 2148, in _run_ninja_build
      subprocess.run(
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/subprocess.py", line 526, 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-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/setup.py", line 680, in <module>
      setuptools.setup(
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/__init__.py", line 117, in setup
      return distutils.core.setup(**attrs)
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 183, in setup
      return run_commands(dist)
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/_distutils/core.py", line 199, in run_commands
      dist.run_commands()
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 954, in run_commands
      self.run_command(cmd)
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/dist.py", line 950, in run_command
      super().run_command(command)
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 973, in run_command
      cmd_obj.run()
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/command/bdist_wheel.py", line 398, in run
      self.run_command("build")
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/_distutils/cmd.py", line 316, in run_command
      self.distribution.run_command(command)
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/dist.py", line 950, in run_command
      super().run_command(command)
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 973, in run_command
      cmd_obj.run()
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/_distutils/command/build.py", line 135, in run
      self.run_command(cmd_name)
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/_distutils/cmd.py", line 316, in run_command
      self.distribution.run_command(command)
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/dist.py", line 950, in run_command
      super().run_command(command)
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/_distutils/dist.py", line 973, in run_command
      cmd_obj.run()
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/command/build_ext.py", line 98, in run
      _build_ext.run(self)
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 359, in run
      self.build_extensions()
    File "/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/setup.py", line 637, in build_extensions
      super().build_extensions()
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 900, in build_extensions
      build_ext.build_extensions(self)
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 476, in build_extensions
      self._build_extensions_serial()
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 502, in _build_extensions_serial
      self.build_extension(ext)
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/command/build_ext.py", line 263, in build_extension
      _build_ext.build_extension(self, ext)
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/setuptools/_distutils/command/build_ext.py", line 557, in build_extension
      objects = self.compiler.compile(
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 713, in unix_wrap_ninja_compile
      _write_ninja_file_and_compile_objects(
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 1828, in _write_ninja_file_and_compile_objects
      _run_ninja_build(
    File "/home/xxx/miniconda3/envs/pytorch_gpu/lib/python3.10/site-packages/torch/utils/cpp_extension.py", line 2164, in _run_ninja_build
      raise RuntimeError(message) from e
  RuntimeError: Error compiling objects for extension
  error: subprocess-exited-with-error

  × python setup.py bdist_wheel did not run successfully.
  │ exit code: 1
  ╰─> See above for output.

  note: This error originates from a subprocess, and is likely not a problem with pip.
  full command: /home/xxx/miniconda3/envs/pytorch_gpu/bin/python -u -c '
  exec(compile('"'"''"'"''"'"'
  # This is <pip-setuptools-caller> -- a caller that pip uses to run setup.py
  #
  # - It imports setuptools before invoking setup.py, to enable projects that directly
  #   import from `distutils.core` to work with newer packaging standards.
  # - It provides a clear error message when setuptools is not installed.
  # - It sets `sys.argv[0]` to the underlying `setup.py`, when invoking `setup.py` so
  #   setuptools doesn'"'"'t think the script is `-c`. This avoids the following warning:
  #     manifest_maker: standard file '"'"'-c'"'"' not found".
  # - It generates a shim setup.py, for handling setup.cfg-only projects.
  import os, sys, tokenize

  try:
      import setuptools
  except ImportError as error:
      print(
          "ERROR: Can not execute `setup.py` since setuptools is not available in "
          "the build environment.",
          file=sys.stderr,
      )
      sys.exit(1)

  __file__ = %r
  sys.argv[0] = __file__

  if os.path.exists(__file__):
      filename = __file__
      with tokenize.open(__file__) as f:
          setup_py_code = f.read()
  else:
      filename = "<auto-generated setuptools caller>"
      setup_py_code = "from setuptools import setup; setup()"

  exec(compile(setup_py_code, filename, "exec"))
  '"'"''"'"''"'"' % ('"'"'/tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/setup.py'"'"',), "<pip-setuptools-caller>", "exec"))' bdist_wheel -d /tmp/pip-wheel-sdqwxwox
  cwd: /tmp/pip-install-6ujyzy46/xformers_e4a4140b42b440b8ad2ecb289ce8d524/
  Building wheel for xformers (setup.py) ... error
  ERROR: Failed building wheel for xformers
  Running setup.py clean for xformers
  Running command python setup.py clean
  running clean
  'build/lib.linux-aarch64-cpython-310' does not exist -- can't clean it
  'build/bdist.linux-aarch64' does not exist -- can't clean it
  'build/scripts-3.10' does not exist -- can't clean it
Failed to build xformers
ERROR: ERROR: Failed to build installable wheels for some pyproject.toml based projects (xformers)
lw commented 2 days ago

I don't think we support aarch64, sorry. We don't test it, it might just work, but from what you say apparently it doesn't. If you want to submit a fix we might accept it (if it's not too complicated), but we can't guarantee it won't break again.