################################################################################################# # # Copyright (c) 2023 - 2026 NVIDIA CORPORATION & AFFILIATES. All rights reserved. # SPDX-License-Identifier: BSD-3-Clause # # Redistribution and use in source and binary forms, with or without # modification, are permitted provided that the following conditions are met: # # 1. Redistributions of source code must retain the above copyright notice, this # list of conditions and the following disclaimer. # # 2. Redistributions in binary form must reproduce the above copyright notice, # this list of conditions and the following disclaimer in the documentation # and/or other materials provided with the distribution. # # 3. Neither the name of the copyright holder nor the names of its # contributors may be used to endorse or promote products derived from # this software without specific prior written permission. # # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" # AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE # IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE # DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE # FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL # DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR # SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER # CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, # OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE # OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. # ################################################################################################# """ Emitter for Sm90 Epilogue Visitor """ from cutlass_library import DataTypeTag, EpilogueScheduleTag from cutlass_cppgen.backend import GemmOperationUniversal from cutlass_cppgen.backend.evt.backend.emitter_base import FusionCallbacks class CollectiveEpilogue: def __init__(self, tile_description, schedule, element_c, element_d, fusion_callbacks) -> None: self.cta_tile_mnk = tile_description.threadblock_shape self.element_c = element_c self.element_d = element_d self.schedule = schedule self.fusion_callbacks = fusion_callbacks @property def CtaTileMNK(self) -> str: """ The threadblock shape """ return f"cute::Shape<_{self.cta_tile_mnk[0]}, _{self.cta_tile_mnk[1]}, _{self.cta_tile_mnk[2]}>" @property def EpilogueTileType(self) -> str: """ The epilogue tile type """ return "cutlass::epilogue::collective::EpilogueTileAuto" @property def Schedule(self) -> str: return EpilogueScheduleTag[self.schedule] def emit(self): callback_decl, callback_name = self.fusion_callbacks.emit() return callback_name, f""" using EpilogueDescriptor = cutlass::epilogue::collective::detail::EpilogueDescriptor< {self.CtaTileMNK}, {self.EpilogueTileType}, {DataTypeTag[self.element_c]}, {DataTypeTag[self.element_d]}, {self.Schedule} >; {callback_decl} """ class Sm90Emitter: def __init__(self, operation: GemmOperationUniversal, graph) -> None: fusion_callbacks = FusionCallbacks(graph, cc=90, emit_CD=False) self.collective_epilogue = CollectiveEpilogue( tile_description=operation.tile_description, schedule=operation.tile_description.epilogue_schedule, element_c=operation.C.element, element_d=operation.D.element, fusion_callbacks=fusion_callbacks ) def emit(self): return self.collective_epilogue.emit()