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1/* Copyright (c) 2017 Jean-Marc Valin */
2/*
3 Redistribution and use in source and binary forms, with or without
4 modification, are permitted provided that the following conditions
5 are met:
6
7 - Redistributions of source code must retain the above copyright
8 notice, this list of conditions and the following disclaimer.
9
10 - Redistributions in binary form must reproduce the above copyright
11 notice, this list of conditions and the following disclaimer in the
12 documentation and/or other materials provided with the distribution.
13
14 THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
15 ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
16 LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
17 A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE FOUNDATION OR
18 CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
19 EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
20 PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
21 PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
22 LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
23 NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
24 SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
25*/
26
27#ifndef _MLP_H_
28#define _MLP_H_
29
30#include "opus_types.h"
31
32#define WEIGHTS_SCALE (1.f/128)
33
34#define MAX_NEURONS 32
35
36typedef struct {
37 const opus_int8 *bias;
38 const opus_int8 *input_weights;
39 int nb_inputs;
40 int nb_neurons;
41 int sigmoid;
42} DenseLayer;
43
44typedef struct {
45 const opus_int8 *bias;
46 const opus_int8 *input_weights;
47 const opus_int8 *recurrent_weights;
48 int nb_inputs;
49 int nb_neurons;
50} GRULayer;
51
52extern const DenseLayer layer0;
53extern const GRULayer layer1;
54extern const DenseLayer layer2;
55
56void compute_dense(const DenseLayer *layer, float *output, const float *input);
57
58void compute_gru(const GRULayer *gru, float *state, const float *input);
59
60#endif /* _MLP_H_ */