source: src/ai/maxpool2d.h @ f335a9b

feature/crepe
Last change on this file since f335a9b was 6d1566e, checked in by Paul Brossier <piem@piem.org>, 3 years ago

[maxpool2d] add first draft implementation

  • Property mode set to 100644
File size: 1.5 KB
Line 
1/*
2  Copyright (C) 2018 Paul Brossier <piem@aubio.org>
3
4  This file is part of aubio.
5
6  aubio is free software: you can redistribute it and/or modify
7  it under the terms of the GNU General Public License as published by
8  the Free Software Foundation, either version 3 of the License, or
9  (at your option) any later version.
10
11  aubio is distributed in the hope that it will be useful,
12  but WITHOUT ANY WARRANTY; without even the implied warranty of
13  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
14  GNU General Public License for more details.
15
16  You should have received a copy of the GNU General Public License
17  along with aubio.  If not, see <http://www.gnu.org/licenses/>.
18
19*/
20
21#ifndef AUBIO_MAXPOOL2D_H
22#define AUBIO_MAXPOOL2D_H
23
24#ifdef __cplusplus
25extern "C" {
26#endif
27
28typedef struct _aubio_maxpool2d_t aubio_maxpool2d_t;
29
30aubio_maxpool2d_t *new_aubio_maxpool2d(uint_t pool_size[2]);
31
32void aubio_maxpool2d_do(aubio_maxpool2d_t *t,
33        aubio_tensor_t *input_tensor,
34        aubio_tensor_t *activations);
35
36void aubio_maxpool2d_train(aubio_maxpool2d_t *t, aubio_tensor_t *input);
37
38uint_t aubio_maxpool2d_set_weights(aubio_maxpool2d_t *t,
39        aubio_tensor_t *kernels);
40
41aubio_tensor_t *aubio_maxpool2d_get_weigths(aubio_maxpool2d_t *t);
42
43uint_t aubio_maxpool2d_get_output_shape(aubio_maxpool2d_t *t,
44        aubio_tensor_t *input, uint_t *shape);
45
46void del_aubio_maxpool2d(aubio_maxpool2d_t *t);
47
48#ifdef __cplusplus
49}
50#endif
51
52#endif /* AUBIO_MAXPOOL2D_H */
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