147 lines
4.8 KiB
Plaintext
147 lines
4.8 KiB
Plaintext
/***************************************************************************************************
|
|
* Copyright (c) 2017 - 2024 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 <iostream>
|
|
|
|
#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<Gemm>();
|
|
}
|
|
|
|
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<Gemm>();
|
|
}
|
|
|
|
/////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|
|
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<Gemm>();
|
|
}
|
|
|
|
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<Gemm>();
|
|
}
|
|
|
|
/////////////////////////////////////////////////////////////////////////////////////////////////
|
|
|