# Copyright (c) 2022-2024, NVIDIA CORPORATION & AFFILIATES. All rights reserved. # # See LICENSE for license information. """Paddle-paddle related extensions.""" from pathlib import Path import setuptools from .utils import cuda_version import paddle paddle_version = paddle.__version__.replace(".", "") def setup_paddle_extension( csrc_source_files, csrc_header_files, common_header_files, ) -> setuptools.Extension: """Setup CUDA extension for Paddle support""" # Source files csrc_source_files = Path(csrc_source_files) sources = [ csrc_source_files / "extensions.cu", csrc_source_files / "common.cpp", csrc_source_files / "custom_ops.cu", ] # Header files include_dirs = [ common_header_files, common_header_files / "common", common_header_files / "common" / "include", csrc_header_files, ] # Compiler flags cxx_flags = ["-O3"] nvcc_flags = [ "-O3", "-gencode", "arch=compute_70,code=sm_70", "-U__CUDA_NO_HALF_OPERATORS__", "-U__CUDA_NO_HALF_CONVERSIONS__", "-U__CUDA_NO_BFLOAT16_OPERATORS__", "-U__CUDA_NO_BFLOAT16_CONVERSIONS__", "-U__CUDA_NO_BFLOAT162_OPERATORS__", "-U__CUDA_NO_BFLOAT162_CONVERSIONS__", f"-DPADDLE_VERSION={paddle_version}", "--expt-relaxed-constexpr", "--expt-extended-lambda", "--use_fast_math", ] # Version-dependent CUDA options try: version = cuda_version() except FileNotFoundError: print("Could not determine CUDA Toolkit version") else: if version >= (11, 2): nvcc_flags.extend(["--threads", "4"]) if version >= (11, 0): nvcc_flags.extend(["-gencode", "arch=compute_80,code=sm_80"]) if version >= (11, 8): nvcc_flags.extend(["-gencode", "arch=compute_90,code=sm_90"]) # Construct Paddle CUDA extension sources = [str(path) for path in sources] include_dirs = [str(path) for path in include_dirs] from paddle.utils.cpp_extension import CUDAExtension ext = CUDAExtension( sources=sources, include_dirs=include_dirs, extra_compile_args={ "cxx": cxx_flags, "nvcc": nvcc_flags, }, ) ext.name = "transformer_engine_paddle_pd_" return ext