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Diffstat (limited to 'src/core/NEON/kernels/convolution/depthwise/depthwise_4x4_3x3_1x1_u8_s32.cpp')
| -rw-r--r-- | src/core/NEON/kernels/convolution/depthwise/depthwise_4x4_3x3_1x1_u8_s32.cpp | 128 |
1 files changed, 128 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/convolution/depthwise/depthwise_4x4_3x3_1x1_u8_s32.cpp b/src/core/NEON/kernels/convolution/depthwise/depthwise_4x4_3x3_1x1_u8_s32.cpp new file mode 100644 index 0000000000..8f22a64ea6 --- /dev/null +++ b/src/core/NEON/kernels/convolution/depthwise/depthwise_4x4_3x3_1x1_u8_s32.cpp @@ -0,0 +1,128 @@ +/* + * 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 "impl_u8_s32.hpp" + +namespace depthwise +{ +using Conv = DepthwiseConvolution<4, 4, 3, 3, 1, 1, uint8_t, int32_t>; +using ConvImpl = DepthwiseConvolutionImpl<4, 4, 3, 3, 1, 1, uint8_t, int32_t>; + +template <> +const Conv::TileFn Conv::tilefn_unpadded = ConvImpl::template process_tile<true, 0, 0, 0, 0, 0, 0>; + +template <> +const Conv::TileFn Conv::tilefn_top[n_in_pad_top_fns] = { + ConvImpl::template process_tile<true, 1, 0, 0, 0, 0, 0>, +}; + +template <> +const Conv::TileFn Conv::tilefn_left[n_in_pad_left_fns] = { + ConvImpl::template process_tile<true, 0, 1, 0, 0, 0, 0>, +}; + +template <> +const Conv::TileFn Conv::tilefn_bottom[n_in_pad_bottom_fns][n_out_pad_bottom_fns] = { + { + ConvImpl::template process_tile<true, 0, 0, 0, 0, 0, 0>, + ConvImpl::template process_tile<true, 0, 0, 0, 0, 1, 0>, + ConvImpl::template process_tile<true, 0, 0, 0, 0, 2, 0>, + ConvImpl::template process_tile<true, 0, 0, 0, 0, 3, 0>, + }, + { + ConvImpl::template process_tile<true, 0, 0, 1, 0, 0, 0>, + ConvImpl::template process_tile<true, 0, 0, 1, 0, 1, 0>, + ConvImpl::template process_tile<true, 0, 0, 1, 0, 2, 0>, + ConvImpl::template process_tile<true, 0, 0, 1, 0, 3, 0>, + }, + { + ConvImpl::template process_tile<true, 0, 0, 2, 0, 0, 0>, + ConvImpl::template process_tile<true, 0, 0, 2, 0, 1, 0>, + ConvImpl::template process_tile<true, 0, 0, 2, 0, 2, 0>, + ConvImpl::template process_tile<true, 0, 0, 2, 0, 3, 0>, + }, + { + ConvImpl::template process_tile<true, 0, 0, 3, 0, 0, 0>, + ConvImpl::template process_tile<true, 0, 0, 3, 0, 1, 0>, + ConvImpl::template process_tile<true, 0, 0, 3, 0, 2, 0>, + ConvImpl::template process_tile<true, 0, 0, 3, 0, 3, 0>, + }, + { + ConvImpl::template process_tile<true, 0, 0, 4, 0, 0, 0>, + ConvImpl::template process_tile<true, 0, 0, 4, 0, 1, 0>, + ConvImpl::template process_tile<true, 0, 0, 4, 0, 2, 0>, + ConvImpl::template process_tile<true, 0, 0, 4, 0, 3, 0>, + }, + { + ConvImpl::template process_tile<true, 0, 0, 5, 0, 0, 0>, + ConvImpl::template process_tile<true, 0, 0, 5, 0, 1, 0>, + ConvImpl::template process_tile<true, 0, 0, 5, 0, 2, 0>, + ConvImpl::template process_tile<true, 0, 0, 5, 0, 3, 0>, + }, +}; + +template <> +const Conv::TileFn Conv::tilefn_right[n_in_pad_right_fns][n_out_pad_right_fns] = { + { + ConvImpl::template process_tile<true, 0, 0, 0, 0, 0, 0>, + ConvImpl::template process_tile<true, 0, 0, 0, 0, 0, 1>, + ConvImpl::template process_tile<true, 0, 0, 0, 0, 0, 2>, + ConvImpl::template process_tile<true, 0, 0, 0, 0, 0, 3>, + }, + { + ConvImpl::template process_tile<true, 0, 0, 0, 1, 0, 0>, + ConvImpl::template process_tile<true, 0, 0, 0, 1, 0, 1>, + ConvImpl::template process_tile<true, 0, 0, 0, 1, 0, 2>, + ConvImpl::template process_tile<true, 0, 0, 0, 1, 0, 3>, + }, + { + ConvImpl::template process_tile<true, 0, 0, 0, 2, 0, 0>, + ConvImpl::template process_tile<true, 0, 0, 0, 2, 0, 1>, + ConvImpl::template process_tile<true, 0, 0, 0, 2, 0, 2>, + ConvImpl::template process_tile<true, 0, 0, 0, 2, 0, 3>, + }, + { + ConvImpl::template process_tile<true, 0, 0, 0, 3, 0, 0>, + ConvImpl::template process_tile<true, 0, 0, 0, 3, 0, 1>, + ConvImpl::template process_tile<true, 0, 0, 0, 3, 0, 2>, + ConvImpl::template process_tile<true, 0, 0, 0, 3, 0, 3>, + }, + { + ConvImpl::template process_tile<true, 0, 0, 0, 4, 0, 0>, + ConvImpl::template process_tile<true, 0, 0, 0, 4, 0, 1>, + ConvImpl::template process_tile<true, 0, 0, 0, 4, 0, 2>, + ConvImpl::template process_tile<true, 0, 0, 0, 4, 0, 3>, + }, + { + ConvImpl::template process_tile<true, 0, 0, 0, 5, 0, 0>, + ConvImpl::template process_tile<true, 0, 0, 0, 5, 0, 1>, + ConvImpl::template process_tile<true, 0, 0, 0, 5, 0, 2>, + ConvImpl::template process_tile<true, 0, 0, 0, 5, 0, 3>, + }, +}; + +template <> +const Conv::TileFn Conv::tilefn_generic = ConvImpl::template process_tile<false>; + +template class DepthwiseConvolution<4, 4, 3, 3, 1, 1, uint8_t, int32_t>; +} // namespace depthwise |