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CUTLASS 2.9 (#468)

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This commit is contained in:
Andrew Kerr
2022-04-23 15:02:38 -04:00
committed by GitHub
parent dd571f0edb
commit 12f4108ac2
1100 changed files with 94818 additions and 20385 deletions
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test/unit/gemm/device/testbed.h
+39 -21
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@@ -1,24 +1,30 @@
/***************************************************************************************************
* Copyright (c) 2017-2021, NVIDIA CORPORATION. All rights reserved.
* Copyright (c) 2017 - 2022 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:
* * 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.
* Redistribution and use in source and binary forms, with or without
* modification, are permitted provided that the following conditions are met:
*
* 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 TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
* 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.
*
**************************************************************************************************/
@@ -46,6 +52,7 @@
#include "testbed_utils.h"
#include "cutlass/layout/matrix.h"
#include "cutlass/matrix_coord.h"
namespace test {
namespace gemm {
@@ -53,7 +60,7 @@ namespace device {
/////////////////////////////////////////////////////////////////////////////////////////////////
template <typename Gemm>
template <typename Gemm, bool Relu = false>
struct Testbed {
using ElementAccumulator = typename Gemm::ElementAccumulator;
@@ -266,6 +273,17 @@ struct Testbed {
ElementAccumulator(0)
);
if (Relu) {
for (int i = 0; i < problem_size.m(); ++i) {
for (int j = 0; j < problem_size.n(); ++j) {
reference_D.at(cutlass::MatrixCoord(i, j)) =
((ElementCompute)reference_D.at(cutlass::MatrixCoord(i, j)) < (ElementCompute)0)
? (typename Gemm::ElementC)0
: reference_D.at(cutlass::MatrixCoord(i, j));
}
}
}
return compare_reference(problem_size, alpha, beta);
}
@@ -368,7 +386,7 @@ struct Testbed {
/////////////////////////////////////////////////////////////////////////////////////////////////
template <typename Gemm>
template <typename Gemm, bool Relu=false>
bool TestAllGemm(
const typename Gemm::LayoutA::Stride& stride_factor_A = typename Gemm::LayoutA::Stride(),
const typename Gemm::LayoutB::Stride& stride_factor_B = typename Gemm::LayoutB::Stride(),
@@ -418,7 +436,7 @@ bool TestAllGemm(
2.0
};
Testbed<Gemm> testbed(stride_factor_A, stride_factor_B, stride_factor_C);
Testbed<Gemm, Relu> testbed(stride_factor_A, stride_factor_B, stride_factor_C);
using ElementCompute = typename Gemm::EpilogueOutputOp::ElementCompute;