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
|
/*
* Copyright (c) 2022-2024 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 "interleave_indirect.hpp"
#include "transform.hpp"
namespace arm_gemm {
/*
* Define "standard" transforms for the blocked GEMMs for SVE.
*
* This assumes that A is interleaved 'height' ways, B is interleaved
* 'width'xVL ways and transposed, and that the merge needs to work in
* 'height' x 'width'xVL blocks.
*
* The optional 'block' parameter is for kernels using dot-product type
* instructions like UDOT and SDOT.
*/
template<typename TOperand, typename TResult, unsigned int height_vectors, unsigned int width_vectors, unsigned int block=1, bool integrate_sums=false>
class StdTransformsSME
{
public:
template<typename TIn>
void PrepareA(TOperand *out, const TIn *in, const int stride, const int y0,
const int ymax, const int k0, const int kmax, int32_t row_sum_multiplier) {
Interleave<height_vectors, block, VLType::SME>(out, in, stride, y0, ymax, k0, kmax, integrate_sums, row_sum_multiplier);
}
template<typename TIn>
void PrepareA_indirect(TOperand *out, const TIn * const * const *ptr, size_t stringlen, size_t rounded_stringlen, const int y0,
const int ymax, const int k0, const int kmax, int32_t row_sum_multiplier) {
IndirectInterleave<height_vectors, block, VLType::SME>(out, ptr, stringlen, rounded_stringlen, y0, ymax, k0, kmax, integrate_sums, row_sum_multiplier);
}
template<typename TIn>
void PrepareA_convolution(TOperand *out, const TIn *ptr, size_t stride, const convolver<TIn> &conv, size_t rounded_stringlen,
const int y0, const int ymax, const int k0, const int kmax, int32_t row_sum_multiplier) {
ConvolutionInterleave<height_vectors, block, VLType::SME>(out, ptr, stride, conv, rounded_stringlen, y0, ymax, k0, kmax, integrate_sums, row_sum_multiplier);
}
bool PrepareB_supports_transpose() const {
return false;
}
template<typename TIn>
void PrepareB(TOperand *out, const TIn *in, const int stride, const int x0,
const int xmax, const int k0, const int kmax, bool transposed) {
assert (!transposed);
Transform<width_vectors, block, true, VLType::SME>(out, in, stride, x0, xmax, k0, kmax);
}
template<typename TOut>
void Merge(TOut *, const TResult *, int, int, int, int, int, const TOut *, const Activation, bool) {
// Separate merge not supported for SME.
}
};
} // namespace arm_gemm
|
