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0e13748649
cutlass/test/unit/gemm/thread/gemm_sm60.cu
Andrew Kerr 0e13748649 CUTLASS 2.5
2021-02-26 09:58:26 -05:00

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/***************************************************************************************************
* Copyright (c) 2017-2021, 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 Unit tests for thread-level GEMM
*/
#include "../../common/cutlass_unit_test.h"
#include "cutlass/gemm/thread/mma.h"
#include "testbed.h"
/////////////////////////////////////////////////////////////////////////////////////////////////
//
// Compute capability SM60
//
TEST(SM60_Hgemm_thread, col_row_col_1x1x16) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<1, 1, 16>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_col_row_1x1x16) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<1, 1, 16>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_col_col_1x3x8) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<1, 3, 8>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_row_row_7x8x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<7, 8, 3>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_col_row_7x8x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<7, 8, 3>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_row_row_7x8x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<7, 8, 3>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_col_row_7x8x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<7, 8, 3>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_row_row_7x8x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<7, 8, 4>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_col_row_7x8x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<7, 8, 4>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_row_row_7x8x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<7, 8, 4>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_col_row_7x8x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<7, 8, 4>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_row_col_16x3x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 3, 3>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_col_col_16x3x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 3, 3>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_row_col_16x3x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 3, 3>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_col_col_16x3x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 3, 3>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_row_col_16x3x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 3, 4>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_col_col_16x3x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 3, 4>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_row_col_16x3x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 3, 4>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_col_col_16x3x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 3, 4>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_row_row_16x8x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 3>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_row_col_16x8x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 3>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_col_row_16x8x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 3>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}TEST(SM60_Hgemm_thread, row_col_col_16x8x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 3>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_row_row_16x8x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 3>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_row_col_16x8x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 3>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_col_row_16x8x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 3>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_col_col_16x8x3) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 3>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_row_row_16x8x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 4>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_row_col_16x8x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 4>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_col_row_16x8x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 4>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, row_col_col_16x8x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 4>,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_row_row_16x8x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 4>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_row_col_16x8x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 4>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_col_row_16x8x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 4>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::RowMajor
>().run();
}
TEST(SM60_Hgemm_thread, col_col_col_16x8x4) {
test::gemm::thread::Testbed<
cutlass::gemm::GemmShape<16, 8, 4>,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor,
cutlass::half_t,
cutlass::layout::ColumnMajor
>().run();
}
/////////////////////////////////////////////////////////////////////////////////////////////////
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