/*************************************************************************************************** * 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 Tests for device-wide GEMM interface */ #include #include "cutlass/cutlass.h" #include "cutlass/gemm/device/gemm_splitk_parallel.h" #include "../../common/cutlass_unit_test.h" #include "cutlass/util/host_tensor.h" #include "cutlass/util/tensor_view_io.h" #include "cutlass/util/reference/host/tensor_fill.h" #include "cutlass/util/reference/host/tensor_copy.h" #include "cutlass/util/reference/host/tensor_compare.h" #include "cutlass/util/reference/host/gemm.h" #include "testbed_splitk.h" ///////////////////////////////////////////////////////////////////////////////////////////////// TEST(SM50_Device_GemmSplitKParallel_f32n_f32t_f32t_simt_f32, 128x128x8) { using ElementOutput = float; using ElementAccumulator = float; using Gemm = cutlass::gemm::device::GemmSplitKParallel< float, cutlass::layout::ColumnMajor, float, cutlass::layout::RowMajor, ElementOutput, cutlass::layout::RowMajor, ElementAccumulator, cutlass::arch::OpClassSimt, cutlass::arch::Sm50, cutlass::gemm::GemmShape<128, 128, 8>, cutlass::gemm::GemmShape<32, 64, 8>, cutlass::gemm::GemmShape<1, 1, 1> >; test::gemm::device::TestAllGemmSplitK(); } TEST(SM50_Device_GemmSplitKParallel_f32n_f32n_f32n_simt_f32, 128x128x8) { using ElementOutput = float; using ElementAccumulator = float; using Gemm = cutlass::gemm::device::GemmSplitKParallel< float, cutlass::layout::ColumnMajor, float, cutlass::layout::ColumnMajor, ElementOutput, cutlass::layout::ColumnMajor, ElementAccumulator, cutlass::arch::OpClassSimt, cutlass::arch::Sm50, cutlass::gemm::GemmShape<128, 128, 8>, cutlass::gemm::GemmShape<32, 64, 8>, cutlass::gemm::GemmShape<1, 1, 1> >; test::gemm::device::TestAllGemmSplitK(); } ///////////////////////////////////////////////////////////////////////////////////////////////// TEST(SM50_Device_GemmSplitKParallel_f64n_f64n_f64t_simt_f64, 64x128x8) { using Element = double; using Gemm = cutlass::gemm::device::GemmSplitKParallel< Element, cutlass::layout::ColumnMajor, Element, cutlass::layout::ColumnMajor, Element, cutlass::layout::RowMajor, Element, cutlass::arch::OpClassSimt, cutlass::arch::Sm50, cutlass::gemm::GemmShape<64, 128, 8>, cutlass::gemm::GemmShape<32, 64, 8>, cutlass::gemm::GemmShape<1, 1, 1> >; test::gemm::device::TestAllGemmSplitK(); } TEST(SM50_Device_GemmSplitKParallel_f64t_f64t_f64n_simt_f64, 64x64x8) { using Element = double; using Gemm = cutlass::gemm::device::GemmSplitKParallel< Element, cutlass::layout::RowMajor, Element, cutlass::layout::RowMajor, Element, cutlass::layout::ColumnMajor, Element, cutlass::arch::OpClassSimt, cutlass::arch::Sm50, cutlass::gemm::GemmShape<64, 64, 8>, cutlass::gemm::GemmShape<32, 64, 8>, cutlass::gemm::GemmShape<1, 1, 1> >; test::gemm::device::TestAllGemmSplitK(); } /////////////////////////////////////////////////////////////////////////////////////////////////