xref: /aosp_15_r20/external/ComputeLibrary/src/core/NEON/kernels/arm_gemm/quantized.hpp (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1 /*
2  * Copyright (c) 2019 Arm Limited.
3  *
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 #pragma once
25 
26 #include "utils.hpp" // IndirectInputArg
27 
28 namespace arm_gemm {
29 
30 template<typename Tin, typename Tout>
31 void requantize_block_32(const Requantize32 &qp, unsigned int width, unsigned int height,
32                          const Tin *input, unsigned int in_stride, Tout *output, unsigned int out_stride,
33                          const int32_t *row_bias, const int32_t *col_bias, unsigned int start_col);
34 
35 template<typename T>
36 void compute_row_sums(const Requantize32 &qp, unsigned int width, unsigned int height,
37                       const T *input, unsigned int in_stride, int32_t *row_bias);
38 
39 template<typename T>
40 void compute_col_sums(const Requantize32 &qp, unsigned int width, unsigned int height,
41                       const T *input, unsigned int in_stride, int32_t *col_bias, unsigned int depth,
42                       unsigned int multi, unsigned int first_col);
43 
44 template<typename T>
45 void row_sums_indirect(unsigned int num_strings, const unsigned int *string_lengths, IndirectInputArg<T> A_arg,
46                        size_t M, int32_t *output_ptr, const Requantize32 *qp);
47 
48 } // namespace arm_gemm
49