import contextlib import functools import io import os import shutil import subprocess import sys import sysconfig import setuptools # TODO: is_hip shouldn't be here def is_hip(): import torch return torch.version.hip is not None @functools.lru_cache() def libcuda_dirs(): env_libcuda_path = os.getenv("TRITON_LIBCUDA_PATH") if env_libcuda_path: return [env_libcuda_path] libs = subprocess.check_output(["/sbin/ldconfig", "-p"]).decode() # each line looks like the following: # libcuda.so.1 (libc6,x86-64) => /lib/x86_64-linux-gnu/libcuda.so.1 locs = [line.split()[-1] for line in libs.splitlines() if "libcuda.so" in line] dirs = [os.path.dirname(loc) for loc in locs] env_ld_library_path = os.getenv("LD_LIBRARY_PATH") if env_ld_library_path and not dirs: dirs = [dir for dir in env_ld_library_path.split(":") if os.path.exists(os.path.join(dir, "libcuda.so"))] msg = 'libcuda.so cannot found!\n' if locs: msg += 'Possible files are located at %s.' % str(locs) msg += 'Please create a symlink of libcuda.so to any of the file.' else: msg += 'Please make sure GPU is setup and then run "/sbin/ldconfig"' msg += ' (requires sudo) to refresh the linker cache.' assert any(os.path.exists(os.path.join(path, 'libcuda.so')) for path in dirs), msg return dirs @functools.lru_cache() def rocm_path_dir(): return os.getenv("ROCM_PATH", default="/opt/rocm") @contextlib.contextmanager def quiet(): old_stdout, old_stderr = sys.stdout, sys.stderr sys.stdout, sys.stderr = io.StringIO(), io.StringIO() try: yield finally: sys.stdout, sys.stderr = old_stdout, old_stderr @functools.lru_cache() def cuda_include_dir(): base_dir = os.path.join(os.path.dirname(__file__), os.path.pardir) cuda_path = os.path.join(base_dir, "third_party", "cuda") return os.path.join(cuda_path, "include") def _build(name, src, srcdir): if is_hip(): hip_lib_dir = os.path.join(rocm_path_dir(), "lib") hip_include_dir = os.path.join(rocm_path_dir(), "include") else: cuda_lib_dirs = libcuda_dirs() cu_include_dir = cuda_include_dir() suffix = sysconfig.get_config_var('EXT_SUFFIX') so = os.path.join(srcdir, '{name}{suffix}'.format(name=name, suffix=suffix)) # try to avoid setuptools if possible cc = os.environ.get("CC") if cc is None: # TODO: support more things here. clang = shutil.which("clang") gcc = shutil.which("gcc") cc = gcc if gcc is not None else clang if cc is None: raise RuntimeError("Failed to find C compiler. Please specify via CC environment variable.") # This function was renamed and made public in Python 3.10 if hasattr(sysconfig, 'get_default_scheme'): scheme = sysconfig.get_default_scheme() else: scheme = sysconfig._get_default_scheme() # 'posix_local' is a custom scheme on Debian. However, starting Python 3.10, the default install # path changes to include 'local'. This change is required to use triton with system-wide python. if scheme == 'posix_local': scheme = 'posix_prefix' py_include_dir = sysconfig.get_paths(scheme=scheme)["include"] if is_hip(): ret = subprocess.check_call([ cc, src, f"-I{hip_include_dir}", f"-I{py_include_dir}", f"-I{srcdir}", "-shared", "-fPIC", f"-L{hip_lib_dir}", "-lamdhip64", "-o", so ]) else: cc_cmd = [ cc, src, "-O3", f"-I{cu_include_dir}", f"-I{py_include_dir}", f"-I{srcdir}", "-shared", "-fPIC", "-lcuda", "-o", so ] cc_cmd += [f"-L{dir}" for dir in cuda_lib_dirs] ret = subprocess.check_call(cc_cmd) if ret == 0: return so # fallback on setuptools extra_compile_args = [] library_dirs = cuda_lib_dirs include_dirs = [srcdir, cu_include_dir] libraries = ['cuda'] # extra arguments extra_link_args = [] # create extension module ext = setuptools.Extension( name=name, language='c', sources=[src], include_dirs=include_dirs, extra_compile_args=extra_compile_args + ['-O3'], extra_link_args=extra_link_args, library_dirs=library_dirs, libraries=libraries, ) # build extension module args = ['build_ext'] args.append('--build-temp=' + srcdir) args.append('--build-lib=' + srcdir) args.append('-q') args = dict( name=name, ext_modules=[ext], script_args=args, ) with quiet(): setuptools.setup(**args) return so