deepspeed
45 строк · 1.5 Кб
1# Copyright (c) Microsoft Corporation.
2# SPDX-License-Identifier: Apache-2.0
3
4# DeepSpeed Team
5
6from .builder import CUDAOpBuilder, installed_cuda_version7
8
9class SpatialInferenceBuilder(CUDAOpBuilder):10BUILD_VAR = "DS_BUILD_SPATIAL_INFERENCE"11NAME = "spatial_inference"12
13def __init__(self, name=None):14name = self.NAME if name is None else name15super().__init__(name=name)16
17def absolute_name(self):18return f'deepspeed.ops.spatial.{self.NAME}_op'19
20def is_compatible(self, verbose=True):21try:22import torch23except ImportError:24self.warning("Please install torch if trying to pre-compile inference kernels")25return False26
27cuda_okay = True28if not self.is_rocm_pytorch() and torch.cuda.is_available():29sys_cuda_major, _ = installed_cuda_version()30torch_cuda_major = int(torch.version.cuda.split('.')[0])31cuda_capability = torch.cuda.get_device_properties(0).major32if cuda_capability >= 8:33if torch_cuda_major < 11 or sys_cuda_major < 11:34self.warning("On Ampere and higher architectures please use CUDA 11+")35cuda_okay = False36return super().is_compatible(verbose) and cuda_okay37
38def sources(self):39return [40'csrc/spatial/csrc/opt_bias_add.cu',41'csrc/spatial/csrc/pt_binding.cpp',42]43
44def include_paths(self):45return ['csrc/spatial/includes', 'csrc/includes']46