/*************************************************************************************************** * Copyright (c) 2017-2022, NVIDIA CORPORATION. All rights reserved. * * Redistribution and use in source and binary forms, with or without modification, are permitted * provided that the following conditions are met: * * Redistributions of source code must retain the above copyright notice, this list of * conditions and the following disclaimer. * * 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. * * Neither the name of the NVIDIA CORPORATION 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 NVIDIA CORPORATION 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. * **************************************************************************************************/ /* \file \brief Defines operations for reduction operation in CUTLASS Library. */ #include "cutlass/cutlass.h" #include "cutlass/library/library.h" #include "cutlass/library/manifest.h" #include "reduction_operation.h" namespace cutlass { namespace library { // naming convention initialize_reduce_[ReductionOp]_[EpilogueOp]_[ElementWorkspace]_[ElementAccumulator]_[ElementOutput] void initialize_reduce_add_linear_combination_f32_f32_f16(Manifest &manifest) { using ElementWorkspace = float; using ElementAccumulator = float; using ElementOutput = cutlass::half_t; using ElementCompute = float; using EpilogueOutputOp = cutlass::epilogue::thread::LinearCombination< ElementOutput, 128 / cutlass::sizeof_bits::value, ElementAccumulator, ElementCompute >; using ReductionOp = cutlass::reduction::thread::ReduceAdd< ElementAccumulator, typename EpilogueOutputOp::ElementAccumulator, EpilogueOutputOp::kCount >; using Operation_reduce_add_linear_combination_f32_f32_f16 = cutlass::reduction::device::ReduceSplitK< cutlass::reduction::kernel::ReduceSplitK< cutlass::MatrixShape<4, 32 * EpilogueOutputOp::kCount>, EpilogueOutputOp, ReductionOp > >; manifest.append(new ReductionOperation< Operation_reduce_add_linear_combination_f32_f32_f16>( "reduce_add_linear_combination_f32_f32_f16" )); } void initialize_reduce_add_linear_combination_f32_f32_f32(Manifest &manifest) { using ElementWorkspace = float; using ElementAccumulator = float; using ElementOutput = float; using ElementCompute = float; using EpilogueOutputOp = cutlass::epilogue::thread::LinearCombination< ElementOutput, 128 / cutlass::sizeof_bits::value, ElementAccumulator, ElementCompute >; using ReductionOp = cutlass::reduction::thread::ReduceAdd< ElementAccumulator, typename EpilogueOutputOp::ElementAccumulator, EpilogueOutputOp::kCount >; using Operation_reduce_add_linear_combination_f32_f32_f32 = cutlass::reduction::device::ReduceSplitK< cutlass::reduction::kernel::ReduceSplitK< cutlass::MatrixShape<4, 32 * EpilogueOutputOp::kCount>, EpilogueOutputOp, ReductionOp > >; manifest.append(new ReductionOperation< Operation_reduce_add_linear_combination_f32_f32_f32>( "reduce_add_linear_combination_f32_f32_f32" )); } void initialize_reduce_add_linear_combination_cf32_cf32_cf32(Manifest &manifest) { using ElementWorkspace = cutlass::complex; using ElementAccumulator = cutlass::complex; using ElementOutput = cutlass::complex; using ElementCompute = cutlass::complex; using EpilogueOutputOp = cutlass::epilogue::thread::LinearCombination< ElementOutput, 128 / cutlass::sizeof_bits::value, ElementAccumulator, ElementCompute >; using ReductionOp = cutlass::reduction::thread::ReduceAdd< ElementAccumulator, typename EpilogueOutputOp::ElementAccumulator, EpilogueOutputOp::kCount >; using Operation_reduce_add_linear_combination_cf32_cf32_cf32 = cutlass::reduction::device::ReduceSplitK< cutlass::reduction::kernel::ReduceSplitK< cutlass::MatrixShape<4, 32 * EpilogueOutputOp::kCount>, EpilogueOutputOp, ReductionOp > >; manifest.append(new ReductionOperation< Operation_reduce_add_linear_combination_cf32_cf32_cf32>( "reduce_add_linear_combination_cf32_cf32_cf32" )); } } }