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Gunes Bayiref637392024-02-12 21:32:51 +00001/*
2 * Copyright (c) 2018-2020, 2024 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 "convolver.hpp"
27#include "mergeresults.hpp"
28#include "transform.hpp"
29#include "interleave_indirect.hpp"
30
31namespace arm_gemm {
32
33/*
34 * Define "standard" transforms for the blocked GEMMs with fixed vector
35 * length. This version supports accepting the RHS/B matrix in transposed
36 * format.
37 *
38 * This assumes that A is interleaved 'height' ways, B is interleaved
39 * 'width' ways and transposed, and that the merge needs to work in 'height'
40 * x 'width' blocks.
41 *
42 * The optional 'block' parameter is for kernels using dot-product type
43 * instructions like UDOT and SDOT.
44 */
45template<typename TOperand, typename TResult, unsigned int height, unsigned int width, unsigned int block=1, bool integrate_sums=false>
46class StdTransformsFixedTRB
47{
48public:
49 template<typename TIn>
50 void PrepareA(TOperand *out, const TIn *in, const int stride, const int y0,
51 const int ymax, const int k0, const int kmax, int32_t row_sum_multiplier) const {
52 Interleave<height, block, VLType::None>(out, in, stride, y0, ymax, k0, kmax, integrate_sums, row_sum_multiplier);
53 }
54
55 template<typename TIn>
56 void PrepareA_indirect(TOperand *out, const TIn * const * const *ptr, size_t stringlen, size_t rounded_stringlen, const int y0,
57 const int ymax, const int k0, const int kmax, int32_t row_sum_multiplier) {
58 IndirectInterleave<height, block, VLType::None>(out, ptr, stringlen, rounded_stringlen, y0, ymax, k0, kmax, integrate_sums, row_sum_multiplier);
59 }
60
61 template<typename TIn>
62 void PrepareA_convolution(TOperand *out, const TIn *ptr, size_t stride, const convolver<TIn> &conv, size_t rounded_stringlen,
63 const int y0, const int ymax, const int k0, const int kmax, int32_t row_sum_multiplier) {
64 ConvolutionInterleave<height, block, VLType::None>(out, ptr, stride, conv, rounded_stringlen, y0, ymax, k0, kmax, integrate_sums, row_sum_multiplier);
65 }
66
67 bool PrepareB_supports_transpose() const {
68 return true;
69 }
70
71 template<typename TIn>
72 void PrepareB(TOperand *out, const TIn *in, const int stride, const int x0,
73 const int xmax, const int k0, const int kmax, bool transposed) const {
74 if (transposed) {
75 Transform<width, block, false>(out, in, stride, x0, xmax, k0, kmax);
76 } else {
77 Transform<width, block, true>(out, in, stride, x0, xmax, k0, kmax);
78 }
79 }
80
81 template<typename TOut>
82 void Merge(TOut *out, const TResult *in, int stride, int y0, int ymax, int x0, int xmax, const TOut *bias, const Activation act, bool append) const {
83 MergeResults<width, height>(out, in, stride, y0, ymax, x0, xmax, bias, act, append);
84 }
85};
86
87} // namespace arm_gemm