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Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +00001/*
Pablo Marquez Tello7976f082024-02-13 13:56:15 +00002 * Copyright (c) 2021-2024 Arm Limited.
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +00003 *
4 * SPDX-License-Identifier: MIT
5 *
6 * Permission is hereby granted, free of charge, to any person obtaining a copy
7 * of this software and associated documentation files (the "Software"), to
8 * deal in the Software without restriction, including without limitation the
9 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10 * sell copies of the Software, and to permit persons to whom the Software is
11 * furnished to do so, subject to the following conditions:
12 *
13 * The above copyright notice and this permission notice shall be included in all
14 * copies or substantial portions of the Software.
15 *
16 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21 * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22 * SOFTWARE.
23 */
24
Michael Tyler74921ee2023-04-12 17:43:17 +010025#include "utils.hpp"
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000026#include "src/core/NEON/kernels/arm_conv/depthwise/interleaves/list.hpp"
27
28#include <cstdint>
29
30#pragma once
31
32#if defined(__aarch64__)
33
34namespace arm_conv {
35namespace depthwise {
36
Pablo Marquez Tello7976f082024-02-13 13:56:15 +000037void a64_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst_impl(const unsigned int, const int8_t *const *const, const int8_t *, const int32_t *, const arm_gemm::Requantize32&, const int32_t *, const int32_t *, int8_t *const *const);
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000038
ramelg018a164882022-04-07 02:42:52 +010039class a64_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst : public DepthwiseDepthfirstStrategy<int8_t, int8_t, int8_t, int32_t>
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000040{
ramelg018a164882022-04-07 02:42:52 +010041 using Parent = DepthwiseDepthfirstStrategy<int8_t, int8_t, int8_t, int32_t>;
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000042
ramelg018a164882022-04-07 02:42:52 +010043 public:
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000044 constexpr static unsigned int kernel_rows = 3;
45 constexpr static unsigned int kernel_cols = 3;
46
47 constexpr static unsigned int stride_rows = 1;
48 constexpr static unsigned int stride_cols = 1;
49
ramelg018a164882022-04-07 02:42:52 +010050 a64_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst(const CPUInfo *) : Parent(2, 2, 3, 3, 1, 1) {}
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000051
ramelg018a164882022-04-07 02:42:52 +010052 arm_gemm::VLType get_vl_type(void) const override { return arm_gemm::VLType::None; }
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000053
ramelg018a164882022-04-07 02:42:52 +010054 Parent::KernelType kernel = a64_s8q_nhwc_3x3_s1_output2x2_dot_depthfirst_impl;
55 Parent::KernelType get_kernel(void) const override { return kernel; }
56 size_t get_storage_size(const DepthwiseArgs &args) const override
57 {
58 return interleave_a64_s8q_3x3_dot::get_packed_size(args);
59 }
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000060
ramelg018a164882022-04-07 02:42:52 +010061 void pack_parameters(
62 const DepthwiseArgs &args, void *buffer, const void *biases, const arm_gemm::Requantize32 &qp,
63 const void *weights, size_t ld_weight_col, size_t ld_weight_row
64 ) const override
65 {
66 interleave_a64_s8q_3x3_dot::pack_parameters(
Michael Tyler8deee9b2023-06-30 11:26:05 +010067 args.input_channels * args.channel_multiplier, buffer, reinterpret_cast<const int32_t *>(biases),
ramelg018a164882022-04-07 02:42:52 +010068 reinterpret_cast<const int8_t *>(weights), qp, ld_weight_col, ld_weight_row
69 );
70 }
Michele Di Giorgiod02d5ed2021-01-22 09:47:04 +000071};
72
73} // namespace depthwise
74} // namespace arm_conv
75
76#endif // defined(__aarch64__)