From 4074c995d2a88684fd4a9d1aa36d51de56bb8dab Mon Sep 17 00:00:00 2001 From: Georgios Pinitas Date: Tue, 30 Jan 2018 18:13:46 +0000 Subject: COMPMID-873: Integrate RSH NEON Depthwise Convolution routine Change-Id: Ida1e9a836bc518bfe5563e16bf7f92bde5fc13f7 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/118472 Tested-by: Jenkins Reviewed-by: Pablo Tello --- .../depthwise/depthwise_2x2_3x3_2x2_fp32_fp32.cpp | 1095 ++++++++++++++++++++ 1 file changed, 1095 insertions(+) create mode 100644 src/core/NEON/kernels/convolution/depthwise/depthwise_2x2_3x3_2x2_fp32_fp32.cpp (limited to 'src/core/NEON/kernels/convolution/depthwise/depthwise_2x2_3x3_2x2_fp32_fp32.cpp') diff --git a/src/core/NEON/kernels/convolution/depthwise/depthwise_2x2_3x3_2x2_fp32_fp32.cpp b/src/core/NEON/kernels/convolution/depthwise/depthwise_2x2_3x3_2x2_fp32_fp32.cpp new file mode 100644 index 0000000000..0ec5a77475 --- /dev/null +++ b/src/core/NEON/kernels/convolution/depthwise/depthwise_2x2_3x3_2x2_fp32_fp32.cpp @@ -0,0 +1,1095 @@ +/* + * 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, 2, 2, float, float>; +using ConvImpl = DepthwiseConvolutionImpl<2, 2, 3, 3, 2, 2, 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 + Conv::template process_tile<0, 0, 0, 0, 0, 0>, + Conv::template process_tile<0, 0, 0, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 0, 0, 1, 0>, + Conv::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 + Conv::template process_tile<0, 0, 0, 1, 0, 0>, + Conv::template process_tile<0, 0, 0, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 0, 1, 1, 0>, + Conv::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 + Conv::template process_tile<0, 0, 0, 2, 0, 0>, + Conv::template process_tile<0, 0, 0, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 0, 2, 1, 0>, + Conv::template process_tile<0, 0, 0, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 0, 3, 0, 0>, + Conv::template process_tile<0, 0, 0, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 0, 3, 1, 0>, + Conv::template process_tile<0, 0, 0, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 0, 4, 0, 0>, + Conv::template process_tile<0, 0, 0, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 0, 4, 1, 0>, + Conv::template process_tile<0, 0, 0, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 0 + { // Input pad bottom = 1 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 1, 0, 0, 0>, + Conv::template process_tile<0, 0, 1, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 1, 0, 1, 0>, + Conv::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 + Conv::template process_tile<0, 0, 1, 1, 0, 0>, + Conv::template process_tile<0, 0, 1, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 1, 1, 1, 0>, + Conv::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 + Conv::template process_tile<0, 0, 1, 2, 0, 0>, + Conv::template process_tile<0, 0, 1, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 1, 2, 1, 0>, + Conv::template process_tile<0, 0, 1, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 1, 3, 0, 0>, + Conv::template process_tile<0, 0, 1, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 1, 3, 1, 0>, + Conv::template process_tile<0, 0, 1, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 1, 4, 0, 0>, + Conv::template process_tile<0, 0, 1, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 1, 4, 1, 0>, + Conv::template process_tile<0, 0, 1, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 1 + { // Input pad bottom = 2 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 2, 0, 0, 0>, + Conv::template process_tile<0, 0, 2, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 2, 0, 1, 0>, + Conv::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 + Conv::template process_tile<0, 0, 2, 1, 0, 0>, + Conv::template process_tile<0, 0, 2, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 2, 1, 1, 0>, + Conv::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 + Conv::template process_tile<0, 0, 2, 2, 0, 0>, + Conv::template process_tile<0, 0, 2, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 2, 2, 1, 0>, + Conv::template process_tile<0, 0, 2, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 2, 3, 0, 0>, + Conv::template process_tile<0, 0, 2, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 2, 3, 1, 0>, + Conv::template process_tile<0, 0, 2, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 2, 4, 0, 0>, + Conv::template process_tile<0, 0, 2, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 2, 4, 1, 0>, + Conv::template process_tile<0, 0, 2, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 2 + { // Input pad bottom = 3 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 3, 0, 0, 0>, + Conv::template process_tile<0, 0, 3, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 3, 0, 1, 0>, + Conv::template process_tile<0, 0, 3, 0, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 0 + { // Input pad right = 1 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 3, 1, 0, 0>, + Conv::template process_tile<0, 0, 3, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 3, 1, 1, 0>, + Conv::template process_tile<0, 0, 3, 1, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 1 + { // Input pad right = 2 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 3, 2, 0, 0>, + Conv::template process_tile<0, 0, 3, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 3, 2, 1, 0>, + Conv::template process_tile<0, 0, 3, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 3, 3, 0, 0>, + Conv::template process_tile<0, 0, 3, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 3, 3, 1, 0>, + Conv::template process_tile<0, 0, 3, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 3, 4, 0, 0>, + Conv::template process_tile<0, 0, 3, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 3, 4, 1, 0>, + Conv::template process_tile<0, 0, 3, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 3 + { // Input pad bottom = 4 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 4, 0, 0, 0>, + Conv::template process_tile<0, 0, 4, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 4, 0, 1, 0>, + Conv::template process_tile<0, 0, 4, 0, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 0 + { // Input pad right = 1 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 4, 1, 0, 0>, + Conv::template process_tile<0, 0, 4, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 4, 1, 1, 0>, + Conv::template process_tile<0, 0, 4, 1, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 1 + { // Input pad right = 2 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 4, 2, 0, 0>, + Conv::template process_tile<0, 0, 4, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 4, 2, 1, 0>, + Conv::template process_tile<0, 0, 4, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 4, 3, 0, 0>, + Conv::template process_tile<0, 0, 4, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 4, 3, 1, 0>, + Conv::template process_tile<0, 0, 4, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<0, 0, 4, 4, 0, 0>, + Conv::template process_tile<0, 0, 4, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 0, 4, 4, 1, 0>, + Conv::template process_tile<0, 0, 4, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 4 + }, // Input pad left = 0 + { // Input pad left = 1 + { // Input pad bottom = 0 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 0, 0, 0, 0>, + Conv::template process_tile<0, 1, 0, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 0, 0, 1, 0>, + Conv::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 + Conv::template process_tile<0, 1, 0, 1, 0, 0>, + Conv::template process_tile<0, 1, 0, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 0, 1, 1, 0>, + Conv::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 + Conv::template process_tile<0, 1, 0, 2, 0, 0>, + Conv::template process_tile<0, 1, 0, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 0, 2, 1, 0>, + Conv::template process_tile<0, 1, 0, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 0, 3, 0, 0>, + Conv::template process_tile<0, 1, 0, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 0, 3, 1, 0>, + Conv::template process_tile<0, 1, 0, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 0, 4, 0, 0>, + Conv::template process_tile<0, 1, 0, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 0, 4, 1, 0>, + Conv::template process_tile<0, 1, 0, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 0 + { // Input pad bottom = 1 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 1, 0, 0, 0>, + Conv::template process_tile<0, 1, 1, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 1, 0, 1, 0>, + Conv::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 + Conv::template process_tile<0, 1, 1, 1, 0, 0>, + Conv::template process_tile<0, 1, 1, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 1, 1, 1, 0>, + Conv::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 + Conv::template process_tile<0, 1, 1, 2, 0, 0>, + Conv::template process_tile<0, 1, 1, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 1, 2, 1, 0>, + Conv::template process_tile<0, 1, 1, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 1, 3, 0, 0>, + Conv::template process_tile<0, 1, 1, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 1, 3, 1, 0>, + Conv::template process_tile<0, 1, 1, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 1, 4, 0, 0>, + Conv::template process_tile<0, 1, 1, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 1, 4, 1, 0>, + Conv::template process_tile<0, 1, 1, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 1 + { // Input pad bottom = 2 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 2, 0, 0, 0>, + Conv::template process_tile<0, 1, 2, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 2, 0, 1, 0>, + Conv::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 + Conv::template process_tile<0, 1, 2, 1, 0, 0>, + Conv::template process_tile<0, 1, 2, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 2, 1, 1, 0>, + Conv::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 + Conv::template process_tile<0, 1, 2, 2, 0, 0>, + Conv::template process_tile<0, 1, 2, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 2, 2, 1, 0>, + Conv::template process_tile<0, 1, 2, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 2, 3, 0, 0>, + Conv::template process_tile<0, 1, 2, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 2, 3, 1, 0>, + Conv::template process_tile<0, 1, 2, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 2, 4, 0, 0>, + Conv::template process_tile<0, 1, 2, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 2, 4, 1, 0>, + Conv::template process_tile<0, 1, 2, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 2 + { // Input pad bottom = 3 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 3, 0, 0, 0>, + Conv::template process_tile<0, 1, 3, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 3, 0, 1, 0>, + Conv::template process_tile<0, 1, 3, 0, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 0 + { // Input pad right = 1 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 3, 1, 0, 0>, + Conv::template process_tile<0, 1, 3, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 3, 1, 1, 0>, + Conv::template process_tile<0, 1, 3, 1, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 1 + { // Input pad right = 2 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 3, 2, 0, 0>, + Conv::template process_tile<0, 1, 3, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 3, 2, 1, 0>, + Conv::template process_tile<0, 1, 3, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 3, 3, 0, 0>, + Conv::template process_tile<0, 1, 3, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 3, 3, 1, 0>, + Conv::template process_tile<0, 1, 3, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 3, 4, 0, 0>, + Conv::template process_tile<0, 1, 3, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 3, 4, 1, 0>, + Conv::template process_tile<0, 1, 3, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 3 + { // Input pad bottom = 4 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 4, 0, 0, 0>, + Conv::template process_tile<0, 1, 4, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 4, 0, 1, 0>, + Conv::template process_tile<0, 1, 4, 0, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 0 + { // Input pad right = 1 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 4, 1, 0, 0>, + Conv::template process_tile<0, 1, 4, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 4, 1, 1, 0>, + Conv::template process_tile<0, 1, 4, 1, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 1 + { // Input pad right = 2 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 4, 2, 0, 0>, + Conv::template process_tile<0, 1, 4, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 4, 2, 1, 0>, + Conv::template process_tile<0, 1, 4, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 4, 3, 0, 0>, + Conv::template process_tile<0, 1, 4, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 4, 3, 1, 0>, + Conv::template process_tile<0, 1, 4, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<0, 1, 4, 4, 0, 0>, + Conv::template process_tile<0, 1, 4, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<0, 1, 4, 4, 1, 0>, + Conv::template process_tile<0, 1, 4, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 4 + }, // 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 + Conv::template process_tile<1, 0, 0, 0, 0, 0>, + Conv::template process_tile<1, 0, 0, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 0, 0, 1, 0>, + Conv::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 + Conv::template process_tile<1, 0, 0, 1, 0, 0>, + Conv::template process_tile<1, 0, 0, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 0, 1, 1, 0>, + Conv::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 + Conv::template process_tile<1, 0, 0, 2, 0, 0>, + Conv::template process_tile<1, 0, 0, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 0, 2, 1, 0>, + Conv::template process_tile<1, 0, 0, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 0, 3, 0, 0>, + Conv::template process_tile<1, 0, 0, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 0, 3, 1, 0>, + Conv::template process_tile<1, 0, 0, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 0, 4, 0, 0>, + Conv::template process_tile<1, 0, 0, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 0, 4, 1, 0>, + Conv::template process_tile<1, 0, 0, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 0 + { // Input pad bottom = 1 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 1, 0, 0, 0>, + Conv::template process_tile<1, 0, 1, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 1, 0, 1, 0>, + Conv::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 + Conv::template process_tile<1, 0, 1, 1, 0, 0>, + Conv::template process_tile<1, 0, 1, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 1, 1, 1, 0>, + Conv::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 + Conv::template process_tile<1, 0, 1, 2, 0, 0>, + Conv::template process_tile<1, 0, 1, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 1, 2, 1, 0>, + Conv::template process_tile<1, 0, 1, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 1, 3, 0, 0>, + Conv::template process_tile<1, 0, 1, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 1, 3, 1, 0>, + Conv::template process_tile<1, 0, 1, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 1, 4, 0, 0>, + Conv::template process_tile<1, 0, 1, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 1, 4, 1, 0>, + Conv::template process_tile<1, 0, 1, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 1 + { // Input pad bottom = 2 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 2, 0, 0, 0>, + Conv::template process_tile<1, 0, 2, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 2, 0, 1, 0>, + Conv::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 + Conv::template process_tile<1, 0, 2, 1, 0, 0>, + Conv::template process_tile<1, 0, 2, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 2, 1, 1, 0>, + Conv::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 + Conv::template process_tile<1, 0, 2, 2, 0, 0>, + Conv::template process_tile<1, 0, 2, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 2, 2, 1, 0>, + Conv::template process_tile<1, 0, 2, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 2, 3, 0, 0>, + Conv::template process_tile<1, 0, 2, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 2, 3, 1, 0>, + Conv::template process_tile<1, 0, 2, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 2, 4, 0, 0>, + Conv::template process_tile<1, 0, 2, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 2, 4, 1, 0>, + Conv::template process_tile<1, 0, 2, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 2 + { // Input pad bottom = 3 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 3, 0, 0, 0>, + Conv::template process_tile<1, 0, 3, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 3, 0, 1, 0>, + Conv::template process_tile<1, 0, 3, 0, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 0 + { // Input pad right = 1 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 3, 1, 0, 0>, + Conv::template process_tile<1, 0, 3, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 3, 1, 1, 0>, + Conv::template process_tile<1, 0, 3, 1, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 1 + { // Input pad right = 2 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 3, 2, 0, 0>, + Conv::template process_tile<1, 0, 3, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 3, 2, 1, 0>, + Conv::template process_tile<1, 0, 3, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 3, 3, 0, 0>, + Conv::template process_tile<1, 0, 3, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 3, 3, 1, 0>, + Conv::template process_tile<1, 0, 3, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 3, 4, 0, 0>, + Conv::template process_tile<1, 0, 3, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 3, 4, 1, 0>, + Conv::template process_tile<1, 0, 3, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 3 + { // Input pad bottom = 4 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 4, 0, 0, 0>, + Conv::template process_tile<1, 0, 4, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 4, 0, 1, 0>, + Conv::template process_tile<1, 0, 4, 0, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 0 + { // Input pad right = 1 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 4, 1, 0, 0>, + Conv::template process_tile<1, 0, 4, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 4, 1, 1, 0>, + Conv::template process_tile<1, 0, 4, 1, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 1 + { // Input pad right = 2 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 4, 2, 0, 0>, + Conv::template process_tile<1, 0, 4, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 4, 2, 1, 0>, + Conv::template process_tile<1, 0, 4, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 4, 3, 0, 0>, + Conv::template process_tile<1, 0, 4, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 4, 3, 1, 0>, + Conv::template process_tile<1, 0, 4, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<1, 0, 4, 4, 0, 0>, + Conv::template process_tile<1, 0, 4, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 0, 4, 4, 1, 0>, + Conv::template process_tile<1, 0, 4, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 4 + }, // Input pad left = 0 + { // Input pad left = 1 + { // Input pad bottom = 0 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 0, 0, 0, 0>, + Conv::template process_tile<1, 1, 0, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 0, 0, 1, 0>, + Conv::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 + Conv::template process_tile<1, 1, 0, 1, 0, 0>, + Conv::template process_tile<1, 1, 0, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 0, 1, 1, 0>, + Conv::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 + Conv::template process_tile<1, 1, 0, 2, 0, 0>, + Conv::template process_tile<1, 1, 0, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 0, 2, 1, 0>, + Conv::template process_tile<1, 1, 0, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 0, 3, 0, 0>, + Conv::template process_tile<1, 1, 0, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 0, 3, 1, 0>, + Conv::template process_tile<1, 1, 0, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 0, 4, 0, 0>, + Conv::template process_tile<1, 1, 0, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 0, 4, 1, 0>, + Conv::template process_tile<1, 1, 0, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 0 + { // Input pad bottom = 1 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 1, 0, 0, 0>, + Conv::template process_tile<1, 1, 1, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 1, 0, 1, 0>, + Conv::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 + Conv::template process_tile<1, 1, 1, 1, 0, 0>, + Conv::template process_tile<1, 1, 1, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 1, 1, 1, 0>, + Conv::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 + Conv::template process_tile<1, 1, 1, 2, 0, 0>, + Conv::template process_tile<1, 1, 1, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 1, 2, 1, 0>, + Conv::template process_tile<1, 1, 1, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 1, 3, 0, 0>, + Conv::template process_tile<1, 1, 1, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 1, 3, 1, 0>, + Conv::template process_tile<1, 1, 1, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 1, 4, 0, 0>, + Conv::template process_tile<1, 1, 1, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 1, 4, 1, 0>, + Conv::template process_tile<1, 1, 1, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 1 + { // Input pad bottom = 2 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 2, 0, 0, 0>, + Conv::template process_tile<1, 1, 2, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 2, 0, 1, 0>, + Conv::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 + Conv::template process_tile<1, 1, 2, 1, 0, 0>, + Conv::template process_tile<1, 1, 2, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 2, 1, 1, 0>, + Conv::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 + Conv::template process_tile<1, 1, 2, 2, 0, 0>, + Conv::template process_tile<1, 1, 2, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 2, 2, 1, 0>, + Conv::template process_tile<1, 1, 2, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 2, 3, 0, 0>, + Conv::template process_tile<1, 1, 2, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 2, 3, 1, 0>, + Conv::template process_tile<1, 1, 2, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 2, 4, 0, 0>, + Conv::template process_tile<1, 1, 2, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 2, 4, 1, 0>, + Conv::template process_tile<1, 1, 2, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 2 + { // Input pad bottom = 3 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 3, 0, 0, 0>, + Conv::template process_tile<1, 1, 3, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 3, 0, 1, 0>, + Conv::template process_tile<1, 1, 3, 0, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 0 + { // Input pad right = 1 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 3, 1, 0, 0>, + Conv::template process_tile<1, 1, 3, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 3, 1, 1, 0>, + Conv::template process_tile<1, 1, 3, 1, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 1 + { // Input pad right = 2 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 3, 2, 0, 0>, + Conv::template process_tile<1, 1, 3, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 3, 2, 1, 0>, + Conv::template process_tile<1, 1, 3, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 3, 3, 0, 0>, + Conv::template process_tile<1, 1, 3, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 3, 3, 1, 0>, + Conv::template process_tile<1, 1, 3, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 3, 4, 0, 0>, + Conv::template process_tile<1, 1, 3, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 3, 4, 1, 0>, + Conv::template process_tile<1, 1, 3, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 3 + { // Input pad bottom = 4 + { // Input pad right = 0 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 4, 0, 0, 0>, + Conv::template process_tile<1, 1, 4, 0, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 4, 0, 1, 0>, + Conv::template process_tile<1, 1, 4, 0, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 0 + { // Input pad right = 1 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 4, 1, 0, 0>, + Conv::template process_tile<1, 1, 4, 1, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 4, 1, 1, 0>, + Conv::template process_tile<1, 1, 4, 1, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 1 + { // Input pad right = 2 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 4, 2, 0, 0>, + Conv::template process_tile<1, 1, 4, 2, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 4, 2, 1, 0>, + Conv::template process_tile<1, 1, 4, 2, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 2 + { // Input pad right = 3 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 4, 3, 0, 0>, + Conv::template process_tile<1, 1, 4, 3, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 4, 3, 1, 0>, + Conv::template process_tile<1, 1, 4, 3, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 3 + { // Input pad right = 4 + { // Output pad bottom = 0 + Conv::template process_tile<1, 1, 4, 4, 0, 0>, + Conv::template process_tile<1, 1, 4, 4, 0, 1>, + }, // Output pad bottom = 0 + { // Output pad bottom = 1 + Conv::template process_tile<1, 1, 4, 4, 1, 0>, + Conv::template process_tile<1, 1, 4, 4, 1, 1>, + }, // Output pad bottom = 1 + }, // Input pad right = 4 + }, // Input pad bottom = 4 + }, // Input pad left = 1 + }, // Input pad top = 1 +}; + + +template class DepthwiseConvolution<2, 2, 3, 3, 2, 2, float, float>; +} // namespace depthwise -- cgit v1.2.1