/* * Copyright (c) 2019 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 "impl_base.hpp" // TODO Move to common utilities somewhere template struct DType { }; template <> struct DType<1> { using scalar_type = uint8_t; }; template <> struct DType<2> { using scalar_type = uint16_t; }; template <> struct DType<4> { using scalar_type = uint32_t; }; namespace depthwise { template void PackParameters::execute( unsigned int n_channels, void *buffer, const void *weights, const unsigned int weight_row_stride, const unsigned int weight_col_stride, const void *biases ) { using TWeight = typename DType::scalar_type; using TBias = typename DType::scalar_type; auto buffer_ptr = static_cast(buffer); auto weights_ptr = static_cast(weights); auto biases_ptr = static_cast(biases); const unsigned int veclen = 16 / WeightSize; for (; n_channels >= veclen; n_channels -= veclen) { // Copy biases for (unsigned int i = 0; i < veclen; i++) { auto ptr = reinterpret_cast(buffer_ptr); *ptr = (biases_ptr == nullptr) ? 0x0 : *(biases_ptr++); buffer_ptr += BiasSize; } // Copy weights for (unsigned int i = 0; i < KernelRows; i++) { for (unsigned int j = 0; j < KernelColumns; j++) { for (unsigned int c = 0; c < veclen; c++) { *(reinterpret_cast(buffer_ptr)) = weights_ptr[i*weight_row_stride + j*weight_col_stride + c]; buffer_ptr += WeightSize; } } } weights_ptr += veclen; } for (; n_channels; n_channels--) { // Copy bias auto ptr = reinterpret_cast(buffer_ptr); *ptr = (biases_ptr == nullptr) ? 0x0 : *(biases_ptr++); buffer_ptr += BiasSize; // Copy weights for (unsigned int i = 0; i < KernelRows; i++) { for (unsigned int j = 0; j < KernelColumns; j++) { *(reinterpret_cast(buffer_ptr)) = weights_ptr[i*weight_row_stride + j*weight_col_stride]; buffer_ptr += WeightSize; } } weights_ptr++; } } template struct PackParameters<3, 3, 2ul, 2ul>; template struct PackParameters<3, 3, 4ul, 4ul>; template struct PackParameters<5, 5, 2ul, 2ul>; template struct PackParameters<5, 5, 4ul, 4ul>; } // namespace