/*************************************************************************************************** * Copyright (c) 2017-2020, 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 TOR (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(); } /////////////////////////////////////////////////////////////////////////////////////////////////