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Reorganize files, Part 1 (#119)
* delete obselete files * move files * build * update cmake * update cmake * fix build * reorg examples * update cmake for example and test
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include/ck/utility/reduction_operator.hpp
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include/ck/utility/reduction_operator.hpp
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/*******************************************************************************
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*
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* MIT License
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*
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* Copyright (c) 2020 Advanced Micro Devices, Inc.
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to deal
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* in the Software without restriction, including without limitation the rights
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* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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* copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in all
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* copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*
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*******************************************************************************/
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#ifndef CK_REDUCTION_OPERATOR_HPP
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#define CK_REDUCTION_OPERATOR_HPP
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#include "common_header.hpp"
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namespace ck {
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namespace reduce {
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// Every binary operator used in reduction is represented by a templated functor class. Each functor
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// class must provide at least
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// three members:
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// 1) GetReductionZeroVal() -- the interface to return the "identity element" for the binary
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// operator, "identity element" is the unique
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// element in the algebraic space that doesn't affect the value of other elements
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// when operated against them, and the concept is similar to zero vector in
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// vector space
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// (http://pages.cs.wisc.edu/~matthewb/pages/notes/pdf/linearalgebra/VectorSpaces.pdf).
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// 2) indexable -- boolean value indicating whether indices of the operated elements could be
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// recorded. Usually, Min/Max operator could
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// need to record the indices of elements. For operator like Add/Mul, no need to
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// record the indices.
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// 3) operator() -- the first argument of the operator must be both an input & output, and the
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// corresponding variable usually stores
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// the accumulated result of many operator() calls; the second argument is only an
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// input. For indexable binary
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// operator, the second version of operator() has third argument (which is an
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// output) to indicate whether the
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// accumulated value (the first argument) has changed, in which case the recorded
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// accumulated index also need be
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// changed.
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template <class T>
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struct Add
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{
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using dataType = T;
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__host__ __device__ static constexpr T GetReductionZeroVal() { return static_cast<T>(0.0f); };
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__host__ __device__ inline constexpr void operator()(T& a, T b) const { a = a + b; }
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};
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template <class T>
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struct Mul
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{
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using dataType = T;
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__host__ __device__ static constexpr T GetReductionZeroVal() { return static_cast<T>(1.0f); };
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__host__ __device__ inline constexpr void operator()(T& a, T b) const { a = a * b; }
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};
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template <class T>
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struct Max
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{
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using dataType = T;
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__host__ __device__ static constexpr T GetReductionZeroVal()
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{
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return NumericLimits<T>::Lowest();
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};
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__host__ __device__ inline constexpr void operator()(T& a, T b) const
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{
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if(a < b)
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a = b;
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}
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__host__ __device__ inline constexpr void operator()(T& a, T b, bool& changed) const
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{
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if(a < b)
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{
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a = b;
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changed = true;
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}
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}
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};
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template <class T>
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struct Min
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{
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using dataType = T;
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__host__ __device__ static constexpr T GetReductionZeroVal()
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{
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return NumericLimits<T>::Max();
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};
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__host__ __device__ inline constexpr void operator()(T& a, T b) const
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{
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if(a > b)
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a = b;
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}
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__host__ __device__ inline constexpr void operator()(T& a, T b, bool& changed) const
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{
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if(a > b)
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{
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a = b;
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changed = true;
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}
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}
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};
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template <class T>
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struct AMax
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{
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using dataType = T;
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__host__ __device__ static constexpr T GetReductionZeroVal() { return static_cast<T>(0.0f); };
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__host__ __device__ inline constexpr void operator()(T& a, T b) const
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{
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if(a < b)
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a = b;
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}
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__host__ __device__ inline constexpr void operator()(T& a, T b, bool& changed) const
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{
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if(a < b)
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{
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a = b;
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changed = true;
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}
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}
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};
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}; // end of namespace reduce
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} // end of namespace ck
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#endif
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