# MIT License # Copyright (c) Microsoft # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # The above copyright notice and this permission notice shall be included in all # copies or substantial portions of the Software. # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. # Copyright (c) [2025] [Microsoft] # SPDX-License-Identifier: MIT from .. import BACKEND SPCONV_ALGO = 'auto' # 'auto', 'implicit_gemm', 'native' def __from_env(): import os global SPCONV_ALGO env_spconv_algo = os.environ.get('SPCONV_ALGO') if env_spconv_algo is not None and env_spconv_algo in ['auto', 'implicit_gemm', 'native']: SPCONV_ALGO = env_spconv_algo print(f"[SPARSE][CONV] spconv algo: {SPCONV_ALGO}") __from_env() if BACKEND == 'torchsparse': from .conv_torchsparse import * elif BACKEND == 'spconv': from .conv_spconv import *