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composable_kernel/include/ck_tile/host/reference/reference_transpose.hpp

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C++

// Copyright (c) Advanced Micro Devices, Inc., or its affiliates.
// SPDX-License-Identifier: MIT
#pragma once
#include "ck_tile/core.hpp"
#include "ck_tile/host/host_tensor.hpp"
#include <thread>
namespace ck_tile {
template <typename ADataType, typename BDataType>
void reference_transpose_elementwise(const HostTensor<ADataType>& a, HostTensor<BDataType>& b)
{
ck_tile::index_t M = static_cast<ck_tile::index_t>(a.mDesc.get_lengths()[0]);
ck_tile::index_t N = static_cast<ck_tile::index_t>(a.mDesc.get_lengths()[1]);
// Ensure the b tensor is sized correctly for N x M
if(static_cast<ck_tile::index_t>(b.mDesc.get_lengths()[0]) != N ||
static_cast<ck_tile::index_t>(b.mDesc.get_lengths()[1]) != M)
{
throw std::runtime_error("Output tensor b has incorrect dimensions for transpose.");
}
auto f = [&](auto i, auto j) {
auto v_a = a(i, j);
b(j, i) = ck_tile::type_convert<BDataType>(v_a);
};
make_ParallelTensorFunctor(f, M, N)(std::thread::hardware_concurrency());
}
} // namespace ck_tile