/*************************************************************************************************** * Copyright (c) 2017 - 2023 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. * **************************************************************************************************/ /*! \file \brief Unit tests for thread-level GEMM */ #include "../../common/cutlass_unit_test.h" #include "cutlass/epilogue/epilogue_workspace.h" ///////////////////////////////////////////////////////////////////////////////////////////////// namespace test { namespace gemm { namespace threadblock { ///////////////////////////////////////////////////////////////////////////////////////////////// /// Kernel computes accumulator data and stores it out template __global__ void kernel_epilogue_workspace(typename Epilogue::Params params) { __shared__ typename Epilogue::SharedStorage shared_storage; int warp_id = threadIdx.y; int lane_id = threadIdx.x; Epilogue epilogue(params, shared_storage, warp_id, lane_id); // // Initialize accumulator tile // typename Epilogue::FragmentC accum; CUTLASS_PRAGMA_UNROLL for (int i = 0; i < Epilogue::FragmentC::kElements; ++i) { accum[i] = Element(warp_id * blockDim.x + lane_id); } // // Efficient epilogue // cutlass::GemmCoord tb_tile_coord{blockIdx.x, blockIdx.y, 0}; cutlass::GemmCoord problem_size = tb_tile_coord * cutlass::GemmCoord{Epilogue::Shape::kM, Epilogue::Shape::kN, 1}; // Store accumulators epilogue( problem_size, tb_tile_coord, accum); } ///////////////////////////////////////////////////////////////////////////////////////////////// } // namespace threadblock } // namespace gemm } // namespace test ///////////////////////////////////////////////////////////////////////////////////////////////// TEST(SM75_gemm_threadblock_epilogue_workspace, tensor_op_128x128_64x64) { // // Define an instance of the epilogue and see if it works // static int const kWarpCount = 4; static int const kWarpSize = 32; using Shape = cutlass::MatrixShape<128, 128>; using FragmentC = cutlass::Array; using Epilogue = cutlass::gemm::threadblock::EpilogueWorkspace< Shape, kWarpCount, FragmentC >; typename Epilogue::Params params( ); // Launch the kernel dim3 grid(1,1); dim3 block(kWarpSize, kWarpCount); test::gemm::threadblock::kernel_epilogue_workspace<<< grid, block >>>( params ); cudaError_t result = cudaDeviceSynchronize(); EXPECT_EQ(result, cudaSuccess) << "Kernel launch error - " << cudaGetErrorString(result); // // // } /////////////////////////////////////////////////////////////////////////////////////////////////