79
include/cute/algorithm/axpby.hpp
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79
include/cute/algorithm/axpby.hpp
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|
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/***************************************************************************************************
|
||||
* Copyright (c) 2023 - 2023 NVIDIA CORPORATION & AFFILIATES. All rights reserved.
|
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* 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.
|
||||
*
|
||||
**************************************************************************************************/
|
||||
#pragma once
|
||||
|
||||
#include <cute/config.hpp>
|
||||
|
||||
#include <cute/tensor.hpp>
|
||||
|
||||
namespace cute
|
||||
{
|
||||
|
||||
//
|
||||
// Accept mutable temporaries
|
||||
//
|
||||
template <class Alpha,
|
||||
class XEngine, class XLayout,
|
||||
class Beta,
|
||||
class YEngine, class YLayout>
|
||||
CUTE_HOST_DEVICE
|
||||
void
|
||||
axpby(Alpha const& alpha,
|
||||
Tensor<XEngine, XLayout> const& x,
|
||||
Beta const& beta,
|
||||
Tensor<YEngine, YLayout> && y)
|
||||
{
|
||||
return axpby(alpha, x, beta, y);
|
||||
}
|
||||
|
||||
//
|
||||
// AXPBY
|
||||
//
|
||||
template <class Alpha,
|
||||
class XEngine, class XLayout,
|
||||
class Beta,
|
||||
class YEngine, class YLayout>
|
||||
CUTE_HOST_DEVICE
|
||||
void
|
||||
axpby(Alpha const& alpha,
|
||||
Tensor<XEngine, XLayout> const& x,
|
||||
Beta const& beta,
|
||||
Tensor<YEngine, YLayout> & y)
|
||||
{
|
||||
auto isBetaZero = (beta == Int<0>{});
|
||||
|
||||
CUTE_UNROLL
|
||||
for (int i = 0; i < size(x); ++i) {
|
||||
y(i) = (isBetaZero ? alpha * x(i) : alpha * x(i) + beta * y(i));
|
||||
}
|
||||
}
|
||||
|
||||
} // end namespace cute
|
||||
Reference in New Issue
Block a user