xref: /aosp_15_r20/external/ComputeLibrary/tests/validation/reference/GEMMInterleaveBlocked.h (revision c217d954acce2dbc11938adb493fc0abd69584f3)
1*c217d954SCole Faust /*
2*c217d954SCole Faust  * Copyright (c) 2017-2018 Arm Limited.
3*c217d954SCole Faust  *
4*c217d954SCole Faust  * SPDX-License-Identifier: MIT
5*c217d954SCole Faust  *
6*c217d954SCole Faust  * Permission is hereby granted, free of charge, to any person obtaining a copy
7*c217d954SCole Faust  * of this software and associated documentation files (the "Software"), to
8*c217d954SCole Faust  * deal in the Software without restriction, including without limitation the
9*c217d954SCole Faust  * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
10*c217d954SCole Faust  * sell copies of the Software, and to permit persons to whom the Software is
11*c217d954SCole Faust  * furnished to do so, subject to the following conditions:
12*c217d954SCole Faust  *
13*c217d954SCole Faust  * The above copyright notice and this permission notice shall be included in all
14*c217d954SCole Faust  * copies or substantial portions of the Software.
15*c217d954SCole Faust  *
16*c217d954SCole Faust  * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
17*c217d954SCole Faust  * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
18*c217d954SCole Faust  * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
19*c217d954SCole Faust  * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
20*c217d954SCole Faust  * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
21*c217d954SCole Faust  * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
22*c217d954SCole Faust  * SOFTWARE.
23*c217d954SCole Faust  */
24*c217d954SCole Faust #include "GEMM.h"
25*c217d954SCole Faust 
26*c217d954SCole Faust #include "arm_compute/core/Types.h"
27*c217d954SCole Faust 
28*c217d954SCole Faust namespace arm_compute
29*c217d954SCole Faust {
30*c217d954SCole Faust namespace test
31*c217d954SCole Faust {
32*c217d954SCole Faust namespace validation
33*c217d954SCole Faust {
34*c217d954SCole Faust namespace reference
35*c217d954SCole Faust {
36*c217d954SCole Faust template <typename T>
safe_read(const SimpleTensor<T> & t,int y,int x)37*c217d954SCole Faust T safe_read(const SimpleTensor<T> &t, int y, int x)
38*c217d954SCole Faust {
39*c217d954SCole Faust     const int stride = t.shape().x();
40*c217d954SCole Faust     const int M      = t.shape().y();
41*c217d954SCole Faust     const int N      = t.shape().x();
42*c217d954SCole Faust     if((y < M) && (x < N))
43*c217d954SCole Faust     {
44*c217d954SCole Faust         return t[y * stride + x];
45*c217d954SCole Faust     }
46*c217d954SCole Faust     return 0;
47*c217d954SCole Faust }
48*c217d954SCole Faust 
49*c217d954SCole Faust template <typename T>
gemm_interleave_blocked(const SimpleTensor<T> & in,SimpleTensor<T> & out,int int_by,int block,bool transposed)50*c217d954SCole Faust SimpleTensor<T> gemm_interleave_blocked(const SimpleTensor<T> &in, SimpleTensor<T> &out, int int_by, int block, bool transposed)
51*c217d954SCole Faust {
52*c217d954SCole Faust     const int M = out.shape().y();
53*c217d954SCole Faust     const int N = out.shape().x();
54*c217d954SCole Faust     for(int y = 0; y < M; y++)
55*c217d954SCole Faust     {
56*c217d954SCole Faust         T *out_ptr = &out[y * N];
57*c217d954SCole Faust         for(int x = 0; x < (N / int_by); x += block)
58*c217d954SCole Faust         {
59*c217d954SCole Faust             for(int z = 0; z < int_by; z++)
60*c217d954SCole Faust             {
61*c217d954SCole Faust                 for(int a = 0; (out_ptr <= &out[y * N + (N - 1)]) && a < block; a++)
62*c217d954SCole Faust                 {
63*c217d954SCole Faust                     if(!transposed)
64*c217d954SCole Faust                         *out_ptr++ = safe_read(in, (y * int_by) + z, x + a);
65*c217d954SCole Faust                     else
66*c217d954SCole Faust                     {
67*c217d954SCole Faust                         const T value = safe_read(in, x + a, (y * int_by) + z);
68*c217d954SCole Faust                         *out_ptr++    = value;
69*c217d954SCole Faust                     }
70*c217d954SCole Faust                 }
71*c217d954SCole Faust             }
72*c217d954SCole Faust         }
73*c217d954SCole Faust     }
74*c217d954SCole Faust     return out;
75*c217d954SCole Faust }
76*c217d954SCole Faust 
77*c217d954SCole Faust template SimpleTensor<uint8_t> gemm_interleave_blocked(const SimpleTensor<uint8_t> &in, SimpleTensor<uint8_t> &out, int int_by, int block, bool transposed);
78*c217d954SCole Faust } // namespace reference
79*c217d954SCole Faust } // namespace validation
80*c217d954SCole Faust } // namespace test
81*c217d954SCole Faust } // namespace arm_compute
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