alias_free_cuda/load.py

# Copyright (c) 2024 NVIDIA CORPORATION.
#   Licensed under the MIT license.

import os
import pathlib
import subprocess

from torch.utils import cpp_extension

# Setting this param to a list has a problem of generating different
# compilation commands (with diferent order of architectures) and
# leading to recompilation of fused kernels. Set it to empty string
# to avoid recompilation and assign arch flags explicity in
# extra_cuda_cflags below
os.environ["TORCH_CUDA_ARCH_LIST"] = ""


def load():
    # Check if cuda 11 is installed for compute capability 8.0
    cc_flag = []
    _, bare_metal_major, _ = _get_cuda_bare_metal_version(
        cpp_extension.CUDA_HOME)
    if int(bare_metal_major) >= 11:
        cc_flag.append('-gencode')
        cc_flag.append('arch=compute_80,code=sm_80')

    # Build path
    srcpath = pathlib.Path(__file__).parent.absolute()
    buildpath = srcpath / 'build'
    _create_build_dir(buildpath)

    # Helper function to build the kernels.
    def _cpp_extention_load_helper(name, sources, extra_cuda_flags):
        return cpp_extension.load(
            name=name,
            sources=sources,
            build_directory=buildpath,
            extra_cflags=['-O3',],
            extra_cuda_cflags=['-O3',
                               '-gencode', 'arch=compute_70,code=sm_70',
                               '--use_fast_math'] + extra_cuda_flags + cc_flag,
            verbose=True
        )

    extra_cuda_flags = ['-U__CUDA_NO_HALF_OPERATORS__',
                        '-U__CUDA_NO_HALF_CONVERSIONS__',
                        '--expt-relaxed-constexpr',
                        '--expt-extended-lambda']
    
    sources=[srcpath / 'anti_alias_activation.cpp',
             srcpath / 'anti_alias_activation_cuda.cu']
    anti_alias_activation_cuda = _cpp_extention_load_helper(
        "anti_alias_activation_cuda", sources, extra_cuda_flags)

def _get_cuda_bare_metal_version(cuda_dir):
    raw_output = subprocess.check_output([cuda_dir + "/bin/nvcc", "-V"],
                                         universal_newlines=True)
    output = raw_output.split()
    release_idx = output.index("release") + 1
    release = output[release_idx].split(".")
    bare_metal_major = release[0]
    bare_metal_minor = release[1][0]

    return raw_output, bare_metal_major, bare_metal_minor


def _create_build_dir(buildpath):
    try:
        os.mkdir(buildpath)
    except OSError:
        if not os.path.isdir(buildpath):
            print(f"Creation of the build directory {buildpath} failed")