xref: /aosp_15_r20/external/libopus/dnn/torch/osce/make_default_setup.py (revision a58d3d2adb790c104798cd88c8a3aff4fa8b82cc)
1"""
2/* Copyright (c) 2023 Amazon
3   Written by Jan Buethe */
4/*
5   Redistribution and use in source and binary forms, with or without
6   modification, are permitted provided that the following conditions
7   are met:
8
9   - Redistributions of source code must retain the above copyright
10   notice, this list of conditions and the following disclaimer.
11
12   - Redistributions in binary form must reproduce the above copyright
13   notice, this list of conditions and the following disclaimer in the
14   documentation and/or other materials provided with the distribution.
15
16   THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
17   ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
18   LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
19   A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER
20   OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
21   EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
22   PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
23   PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
24   LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
25   NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
26   SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
27*/
28"""
29
30"""
31/* Copyright (c) 2023 Amazon
32   Written by Jan Buethe */
33/*
34   Redistribution and use in source and binary forms, with or without
35   modification, are permitted provided that the following conditions
36   are met:
37
38   - Redistributions of source code must retain the above copyright
39   notice, this list of conditions and the following disclaimer.
40
41   - Redistributions in binary form must reproduce the above copyright
42   notice, this list of conditions and the following disclaimer in the
43   documentation and/or other materials provided with the distribution.
44
45   THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
46   ``AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
47   LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
48   A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER
49   OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
50   EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO,
51   PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR
52   PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF
53   LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING
54   NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS
55   SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
56*/
57"""
58
59import sys
60import argparse
61
62import yaml
63
64from utils.templates import setup_dict
65
66parser = argparse.ArgumentParser()
67
68parser.add_argument('name', type=str, help='name of default setup file')
69parser.add_argument('--model', choices=['lace', 'nolace', 'lavoce'], help='model name', default='lace')
70parser.add_argument('--adversarial', action='store_true', help='setup for adversarial training')
71parser.add_argument('--path2dataset', type=str, help='dataset path', default=None)
72
73args = parser.parse_args()
74
75key = args.model + "_adv" if args.adversarial else args.model
76
77try:
78    setup = setup_dict[key]
79except KeyError:
80    print("setup not found, adversarial training possibly not specified for model")
81    sys.exit(1)
82
83# update dataset if given
84if type(args.path2dataset) != type(None):
85    setup['dataset'] = args.path2dataset
86
87name = args.name
88if not name.endswith('.yml'):
89    name += '.yml'
90
91if __name__ == '__main__':
92    with open(name, 'w') as f:
93        f.write(yaml.dump(setup))