/* * Copyright (c) 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 "arm_compute/core/NEON/kernels/convolution/depthwise/impl_fp32_fp32.hpp" namespace depthwise { using Conv = DepthwiseConvolution<2, 2, 3, 3, 1, 1, float, float>; using ConvImpl = DepthwiseConvolutionImpl<2, 2, 3, 3, 1, 1, float, float>; template <> const Conv::TileFn Conv::tile_fns [max_in_pad_top] [max_in_pad_left] [max_in_pad_bottom] [max_in_pad_right] [max_out_pad_bottom] [max_out_pad_right] = { { // Input pad top = 0 { // Input pad left = 0 { // Input pad bottom = 0 { // Input pad right = 0 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 0, 0, 0, 0, 0>, ConvImpl::template process_tile<0, 0, 0, 0, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 0, 0, 0, 1, 0>, ConvImpl::template process_tile<0, 0, 0, 0, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 0 { // Input pad right = 1 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 0, 0, 1, 0, 0>, ConvImpl::template process_tile<0, 0, 0, 1, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 0, 0, 1, 1, 0>, ConvImpl::template process_tile<0, 0, 0, 1, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 1 { // Input pad right = 2 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 0, 0, 2, 0, 0>, ConvImpl::template process_tile<0, 0, 0, 2, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 0, 0, 2, 1, 0>, ConvImpl::template process_tile<0, 0, 0, 2, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 2 }, // Input pad bottom = 0 { // Input pad bottom = 1 { // Input pad right = 0 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 0, 1, 0, 0, 0>, ConvImpl::template process_tile<0, 0, 1, 0, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 0, 1, 0, 1, 0>, ConvImpl::template process_tile<0, 0, 1, 0, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 0 { // Input pad right = 1 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 0, 1, 1, 0, 0>, ConvImpl::template process_tile<0, 0, 1, 1, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 0, 1, 1, 1, 0>, ConvImpl::template process_tile<0, 0, 1, 1, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 1 { // Input pad right = 2 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 0, 1, 2, 0, 0>, ConvImpl::template process_tile<0, 0, 1, 2, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 0, 1, 2, 1, 0>, ConvImpl::template process_tile<0, 0, 1, 2, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 2 }, // Input pad bottom = 1 { // Input pad bottom = 2 { // Input pad right = 0 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 0, 2, 0, 0, 0>, ConvImpl::template process_tile<0, 0, 2, 0, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 0, 2, 0, 1, 0>, ConvImpl::template process_tile<0, 0, 2, 0, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 0 { // Input pad right = 1 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 0, 2, 1, 0, 0>, ConvImpl::template process_tile<0, 0, 2, 1, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 0, 2, 1, 1, 0>, ConvImpl::template process_tile<0, 0, 2, 1, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 1 { // Input pad right = 2 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 0, 2, 2, 0, 0>, ConvImpl::template process_tile<0, 0, 2, 2, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 0, 2, 2, 1, 0>, ConvImpl::template process_tile<0, 0, 2, 2, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 2 }, // Input pad bottom = 2 }, // Input pad left = 0 { // Input pad left = 1 { // Input pad bottom = 0 { // Input pad right = 0 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 1, 0, 0, 0, 0>, ConvImpl::template process_tile<0, 1, 0, 0, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 1, 0, 0, 1, 0>, ConvImpl::template process_tile<0, 1, 0, 0, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 0 { // Input pad right = 1 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 1, 0, 1, 0, 0>, ConvImpl::template process_tile<0, 1, 0, 1, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 1, 0, 1, 1, 0>, ConvImpl::template process_tile<0, 1, 0, 1, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 1 { // Input pad right = 2 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 1, 0, 2, 0, 0>, ConvImpl::template process_tile<0, 1, 0, 2, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 1, 0, 2, 1, 0>, ConvImpl::template process_tile<0, 1, 0, 2, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 2 }, // Input pad bottom = 0 { // Input pad bottom = 1 { // Input pad right = 0 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 1, 1, 0, 0, 0>, ConvImpl::template process_tile<0, 1, 1, 0, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 1, 1, 0, 1, 0>, ConvImpl::template process_tile<0, 1, 1, 0, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 0 { // Input pad right = 1 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 1, 1, 1, 0, 0>, ConvImpl::template process_tile<0, 1, 1, 1, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 1, 1, 1, 1, 0>, ConvImpl::template process_tile<0, 1, 1, 1, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 1 { // Input pad right = 2 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 1, 1, 2, 0, 0>, ConvImpl::template process_tile<0, 1, 1, 2, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 1, 1, 2, 1, 0>, ConvImpl::template process_tile<0, 1, 1, 2, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 2 }, // Input pad bottom = 1 { // Input pad bottom = 2 { // Input pad right = 0 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 1, 2, 0, 0, 0>, ConvImpl::template process_tile<0, 1, 2, 0, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 1, 2, 0, 1, 0>, ConvImpl::template process_tile<0, 1, 2, 0, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 0 { // Input pad right = 1 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 1, 2, 1, 0, 0>, ConvImpl::template process_tile<0, 1, 2, 1, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 1, 2, 1, 1, 0>, ConvImpl::template process_tile<0, 1, 2, 1, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 1 { // Input pad right = 2 { // Output pad bottom = 0 ConvImpl::template process_tile<0, 1, 2, 2, 0, 0>, ConvImpl::template process_tile<0, 1, 2, 2, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<0, 1, 2, 2, 1, 0>, ConvImpl::template process_tile<0, 1, 2, 2, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 2 }, // Input pad bottom = 2 }, // Input pad left = 1 }, // Input pad top = 0 { // Input pad top = 1 { // Input pad left = 0 { // Input pad bottom = 0 { // Input pad right = 0 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 0, 0, 0, 0, 0>, ConvImpl::template process_tile<1, 0, 0, 0, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 0, 0, 0, 1, 0>, ConvImpl::template process_tile<1, 0, 0, 0, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 0 { // Input pad right = 1 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 0, 0, 1, 0, 0>, ConvImpl::template process_tile<1, 0, 0, 1, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 0, 0, 1, 1, 0>, ConvImpl::template process_tile<1, 0, 0, 1, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 1 { // Input pad right = 2 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 0, 0, 2, 0, 0>, ConvImpl::template process_tile<1, 0, 0, 2, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 0, 0, 2, 1, 0>, ConvImpl::template process_tile<1, 0, 0, 2, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 2 }, // Input pad bottom = 0 { // Input pad bottom = 1 { // Input pad right = 0 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 0, 1, 0, 0, 0>, ConvImpl::template process_tile<1, 0, 1, 0, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 0, 1, 0, 1, 0>, ConvImpl::template process_tile<1, 0, 1, 0, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 0 { // Input pad right = 1 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 0, 1, 1, 0, 0>, ConvImpl::template process_tile<1, 0, 1, 1, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 0, 1, 1, 1, 0>, ConvImpl::template process_tile<1, 0, 1, 1, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 1 { // Input pad right = 2 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 0, 1, 2, 0, 0>, ConvImpl::template process_tile<1, 0, 1, 2, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 0, 1, 2, 1, 0>, ConvImpl::template process_tile<1, 0, 1, 2, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 2 }, // Input pad bottom = 1 { // Input pad bottom = 2 { // Input pad right = 0 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 0, 2, 0, 0, 0>, ConvImpl::template process_tile<1, 0, 2, 0, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 0, 2, 0, 1, 0>, ConvImpl::template process_tile<1, 0, 2, 0, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 0 { // Input pad right = 1 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 0, 2, 1, 0, 0>, ConvImpl::template process_tile<1, 0, 2, 1, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 0, 2, 1, 1, 0>, ConvImpl::template process_tile<1, 0, 2, 1, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 1 { // Input pad right = 2 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 0, 2, 2, 0, 0>, ConvImpl::template process_tile<1, 0, 2, 2, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 0, 2, 2, 1, 0>, ConvImpl::template process_tile<1, 0, 2, 2, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 2 }, // Input pad bottom = 2 }, // Input pad left = 0 { // Input pad left = 1 { // Input pad bottom = 0 { // Input pad right = 0 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 1, 0, 0, 0, 0>, ConvImpl::template process_tile<1, 1, 0, 0, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 1, 0, 0, 1, 0>, ConvImpl::template process_tile<1, 1, 0, 0, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 0 { // Input pad right = 1 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 1, 0, 1, 0, 0>, ConvImpl::template process_tile<1, 1, 0, 1, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 1, 0, 1, 1, 0>, ConvImpl::template process_tile<1, 1, 0, 1, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 1 { // Input pad right = 2 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 1, 0, 2, 0, 0>, ConvImpl::template process_tile<1, 1, 0, 2, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 1, 0, 2, 1, 0>, ConvImpl::template process_tile<1, 1, 0, 2, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 2 }, // Input pad bottom = 0 { // Input pad bottom = 1 { // Input pad right = 0 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 1, 1, 0, 0, 0>, ConvImpl::template process_tile<1, 1, 1, 0, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 1, 1, 0, 1, 0>, ConvImpl::template process_tile<1, 1, 1, 0, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 0 { // Input pad right = 1 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 1, 1, 1, 0, 0>, ConvImpl::template process_tile<1, 1, 1, 1, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 1, 1, 1, 1, 0>, ConvImpl::template process_tile<1, 1, 1, 1, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 1 { // Input pad right = 2 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 1, 1, 2, 0, 0>, ConvImpl::template process_tile<1, 1, 1, 2, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 1, 1, 2, 1, 0>, ConvImpl::template process_tile<1, 1, 1, 2, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 2 }, // Input pad bottom = 1 { // Input pad bottom = 2 { // Input pad right = 0 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 1, 2, 0, 0, 0>, ConvImpl::template process_tile<1, 1, 2, 0, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 1, 2, 0, 1, 0>, ConvImpl::template process_tile<1, 1, 2, 0, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 0 { // Input pad right = 1 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 1, 2, 1, 0, 0>, ConvImpl::template process_tile<1, 1, 2, 1, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 1, 2, 1, 1, 0>, ConvImpl::template process_tile<1, 1, 2, 1, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 1 { // Input pad right = 2 { // Output pad bottom = 0 ConvImpl::template process_tile<1, 1, 2, 2, 0, 0>, ConvImpl::template process_tile<1, 1, 2, 2, 0, 1>, }, // Output pad bottom = 0 { // Output pad bottom = 1 ConvImpl::template process_tile<1, 1, 2, 2, 1, 0>, ConvImpl::template process_tile<1, 1, 2, 2, 1, 1>, }, // Output pad bottom = 1 }, // Input pad right = 2 }, // Input pad bottom = 2 }, // Input pad left = 1 }, // Input pad top = 1 }; template class DepthwiseConvolution<2, 2, 3, 3, 1, 1, float, float>; } // namespace depthwise