1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
|
/*
* Copyright (c) 2022-2023 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.
*/
#pragma once
#include "utils.hpp"
#include "depthwise.hpp"
#include <functional>
namespace arm_conv {
namespace depthwise {
namespace interleaves {
struct PackingArguments
{
const unsigned int kernel_rows;
const unsigned int kernel_cols;
const size_t weight_element_size;
const bool include_bias;
const size_t bias_element_size;
const bool premultiply;
arm_gemm::VLType vl_type;
const size_t accumulator_element_size;
const unsigned int accumulator_depth_vl;
std::function<bool(unsigned int, unsigned int &, unsigned int &)> get_weight_pos;
unsigned int kernel_points(void) const { return kernel_cols * kernel_rows; }
PackingArguments(
unsigned int kernel_rows,
unsigned int kernel_cols,
size_t weight_element_size,
bool include_bias,
size_t bias_element_size,
bool premultiply,
arm_gemm::VLType vl_type,
size_t accumulator_element_size,
unsigned int accumulator_depth_vl,
std::function<bool(unsigned int, unsigned int &, unsigned int &)> get_weight_pos
);
};
size_t get_storage_size_generic(
const PackingArguments &packing_args,
const DepthwiseArgs &args
);
void pack_parameters_generic(
const PackingArguments &packing_args,
const DepthwiseArgs &args,
void *buffer_raw,
const void *biases_raw,
const void *weights_raw,
size_t ld_weight_col,
size_t ld_weight_row
);
} // namespace interleaves
} // namespace depthwise
} // namespace arm_conv
|
