installation.rst 4.19 KB
Newer Older
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
Installing pre-built binaries
=============================

``torchaudio`` has binary distributions for PyPI (``pip``) and Anaconda (``conda``).

Please refer to https://pytorch.org/get-started/locally/ for the details.

.. note::

   Each ``torchaudio`` package is compiled against specific version of ``torch``.
   Please refer to the following table and install the correct pair of ``torch`` and ``torchaudio``.

.. note::

   Starting ``0.10``, torchaudio has CPU-only and CUDA-enabled binary distributions,
   each of which requires a corresponding PyTorch distribution.

.. note::
19
   This software was compiled against an unmodified copies of FFmpeg, with the specific rpath removed so as to enable the use of system libraries. The LGPL source can be downloaded from the following locations: `n4.1.8 <https://github.com/FFmpeg/FFmpeg/releases/tag/n4.1.8>`__ (`license <https://github.com/FFmpeg/FFmpeg/blob/n4.1.8/COPYING.LGPLv2.1>`__), `n5.0.3 <https://github.com/FFmpeg/FFmpeg/releases/tag/n5.0.3>`__ (`license <https://github.com/FFmpeg/FFmpeg/blob/n5.0.3/COPYING.LGPLv2.1>`__) and `n6.0 <https://github.com/FFmpeg/FFmpeg/releases/tag/n6.0>`__ (`license <https://github.com/FFmpeg/FFmpeg/blob/n6.0/COPYING.LGPLv2.1>`__).
20

21
22
23
24
25
26
27
28
29
30
Dependencies
------------

* `PyTorch <https://pytorch.org>`_

  Please refer to the compatibility matrix bellow for supported PyTorch versions.

Optional Dependencies
~~~~~~~~~~~~~~~~~~~~~

31
* `FFmpeg <https://ffmpeg.org>`__
moto's avatar
moto committed
32

33
34
35
  Required to use :py:mod:`torchaudio.io` module. and ``backend="ffmpeg"`` in
  I/O functions. (:py:func:`torchaudio.info`, :py:func:`torchaudio.load`,
  :py:func:`torchaudio.save`).
36

37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
  TorchAudio official binary distributions are compatible with FFmpeg 4 to 6.

  TorchAudio searches FFmpeg 6, 5 then 4. You can use the environment variable
  ``TORCHAUDIO_USE_FFMPEG_VERSION`` to specify the version you would like to use.
  For example, ``TORCHAUDIO_USE_FFMPEG_VERSION=5``, will only search for FFmpeg 5.

  If dynamic linking is causing an issue, you can set the environment variable
  ``TORCHAUDIO_USE_FFMPEG=0``, and TorchAudio won't use FFmpeg.

* `SoX <https://sox.sourceforge.net/>`__

  Required to use ``backend="sox"`` in I/O functions. (:py:func:`torchaudio.info`,
  :py:func:`torchaudio.load`, :py:func:`torchaudio.save`).

  TorchAudio is tested on libsox 14.4.2. Other versions are not supported.

  If dynamic linking is causing an issue, you can set the environment variable
  ``TORCHAUDIO_USE_SOX=0``, and TorchAudio won't use SoX.

* `sentencepiece <https://pypi.org/project/sentencepiece/>`__
57
58
59

  Required for performing automatic speech recognition with :ref:`Emformer RNN-T<RNNT>`.

60
* `deep-phonemizer <https://pypi.org/project/deep-phonemizer/>`__
61
62
63

  Required for performing text-to-speech with :ref:`Tacotron2`.

64
* `kaldi_io <https://pypi.org/project/kaldi-io/>`__
65
66
67
68

  Required to use :py:mod:`torchaudio.kaldi_io` module.

   
69
70
71
Compatibility Matrix
--------------------

72
73
74
75
76
77
The official binary distributions of TorchAudio contain extension modules
which are written in C++ and linked against specific versions of PyTorch.

TorchAudio and PyTorch from different releases cannot be used together.
Please refer to the following table for the matching versions.

78
79
80
.. list-table::
   :header-rows: 1

81
82
83
   * - ``PyTorch``
     - ``TorchAudio``
     - ``Python``
84
85
86
   * - ``2.0.1``
     - ``2.0.2``
     - ``>=3.8``, ``<=3.11``
87
   * - ``2.0.0``
moto's avatar
moto committed
88
     - ``2.0.1``
89
     - ``>=3.8``, ``<=3.11``
90
91
92
   * - ``1.13.1``
     - ``0.13.1``
     - ``>=3.7``, ``<=3.10``
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
   * - ``1.13.0``
     - ``0.13.0``
     - ``>=3.7``, ``<=3.10``
   * - ``1.12.1``
     - ``0.12.1``
     - ``>=3.7``, ``<=3.10``
   * - ``1.12.0``
     - ``0.12.0``
     - ``>=3.7``, ``<=3.10``
   * - ``1.11.0``
     - ``0.11.0``
     - ``>=3.7``, ``<=3.9``
   * - ``1.10.0``
     - ``0.10.0``
     - ``>=3.6``, ``<=3.9``
   * - ``1.9.1``
     - ``0.9.1``
     - ``>=3.6``, ``<=3.9``
   * - ``1.8.1``
     - ``0.8.1``
     - ``>=3.6``, ``<=3.9``
   * - ``1.7.1``
     - ``0.7.2``
     - ``>=3.6``, ``<=3.9``
   * - ``1.7.0``
     - ``0.7.0``
     - ``>=3.6``, ``<=3.8``
   * - ``1.6.0``
     - ``0.6.0``
     - ``>=3.6``, ``<=3.8``
   * - ``1.5.0``
     - ``0.5.0``
     - ``>=3.5``, ``<=3.8``
   * - ``1.4.0``
     - ``0.4.0``
     - ``==2.7``, ``>=3.5``, ``<=3.8``