################################################################################################# # # Copyright (c) 2025 - 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 Sm100 Epilogue Visitor """ from cutlass_library import DataType, DataTypeTag, EpilogueScheduleTag, OpcodeClassTag from cutlass_cppgen.backend.library import to_blackwell_threadblock_shape from cutlass_cppgen.backend import GemmOperationUniversal from cutlass_cppgen.backend.evt.backend.emitter_base import FusionCallbacks from cutlass_cppgen.backend.evt.ir.node import TupleEmitter class Sm100CollectiveEpilogue: def __init__(self, tile_description, kernel_schedule, epilogue_schedule, element_accumulator, element_d, fusion_callbacks) -> None: self.cta_tile_mnk, _ = to_blackwell_threadblock_shape(tile_description, tile_description.cluster_shape, kernel_schedule) self.element_accumulator = element_accumulator if fusion_callbacks.dag_ir.has_node("C"): self.element_c = fusion_callbacks.dag_ir.get_node_meta("C").element else: self.element_c = DataType.void self.element_d = element_d self.schedule = epilogue_schedule self.fusion_callbacks = fusion_callbacks self.opclass = tile_description.math_instruction.opcode_class @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): tuple_emitter = TupleEmitter("int64_t") stride_D_str = self.fusion_callbacks.dag_ir.get_node_meta("D").underlying_impl.stride_mnl stride_C_str = stride_D_str if self.fusion_callbacks.dag_ir.has_node("C"): stride_C_str = self.fusion_callbacks.dag_ir.get_node_meta("C").underlying_impl.stride_mnl callback_decl, callback_name = self.fusion_callbacks.emit() return callback_name, f""" using EpilogueDescriptor = cutlass::epilogue::collective::detail::Sm100EpilogueDescriptor< {OpcodeClassTag[self.opclass]}, {self.CtaTileMNK}, {self.EpilogueTileType}, {DataTypeTag[self.element_accumulator]}, {DataTypeTag[self.element_c]}, {DataTypeTag[self.element_d]}, {self.Schedule}, {stride_C_str}, {stride_D_str}, false /* IsPerColScaleSupported */, false /* IsBlockScaleSupported */ >; {callback_decl} """ class Sm100Emitter: def __init__(self, operation: GemmOperationUniversal, graph) -> None: fusion_callbacks = FusionCallbacks(graph, cc=100, emit_CD=False) self.collective_epilogue = Sm100CollectiveEpilogue( tile_description=operation.tile_description, kernel_schedule=operation.tile_description.kernel_schedule, epilogue_schedule=operation.tile_description.epilogue_schedule, element_accumulator=operation.tile_description.math_instruction.element_accumulator, element_d=fusion_callbacks.dag_ir.get_node_meta("D").element, fusion_callbacks=fusion_callbacks ) def emit(self): return self.collective_epilogue.emit()