/* * Copyright (c) 2017-2018 ARM Limited. * * SPDX-License-Identifier: MIT * * Permission is hereby granted, free of charge, to any person obtaining a copy * of this software and associated documentation files (the "Software"), to * deal in the Software without restriction, including without limitation the * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or * sell copies of the Software, and to permit persons to whom the Software is * furnished to do so, subject to the following conditions: * * The above copyright notice and this permission notice shall be included in all * copies or substantial portions of the Software. * * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE * SOFTWARE. */ #include "GEMM.h" #include "arm_compute/core/Types.h" namespace arm_compute { namespace test { namespace validation { namespace reference { template SimpleTensor gemm_interleave_4x4(const SimpleTensor &in, SimpleTensor &out) { const T *mtx_in = reinterpret_cast(in.data()); T *mtx_ref = reinterpret_cast(out.data()); const int32_t in_rows = in.shape().y(); const int32_t in_cols = in.shape().x(); const int32_t out_stride = out.shape().x(); int32_t y = 0; for(; y <= (in_rows - 4); y += 4) { const T *in_ptr = &mtx_in[y * in_cols]; for(int32_t x = 0; x < in_cols; x++) { const T tmp[4] = { in_ptr[x + 0 * in_cols], in_ptr[x + 1 * in_cols], in_ptr[x + 2 * in_cols], in_ptr[x + 3 * in_cols] }; T *dst = &mtx_ref[static_cast(x * 4.f) + static_cast(std::ceil(y / 4.f)) * out_stride]; memcpy(dst, tmp, sizeof(T) * 4); } } // Leftover along the Y direction const int32_t leftover_y = in_rows - y; if(leftover_y != 0) { const T *in_ptr = &mtx_in[y * in_cols]; for(int32_t x = 0; x < in_cols; x++) { T tmp[4] = { 0, 0, 0, 0 }; for(int32_t k = 0; k < leftover_y; k++) { tmp[k] = in_ptr[k * in_cols + x]; } T *dst = &mtx_ref[static_cast(x * 4.f) + static_cast(std::ceil(y / 4.f)) * out_stride]; memcpy(dst, tmp, sizeof(T) * 4); } } return out; } } // namespace reference } // namespace validation } // namespace test } // namespace arm_compute