Commits · b1de9f1ac2d0da727d96ff3ed4958c461ed704b3 · OpenDAS / Torchaudio

27 Mar, 2023 2 commits

Revise encoder config arg and docstrings (#3203) · b1de9f1a

hwangjeff authored Mar 27, 2023

Summary:
For `StreamWriter`,
* Renames arg `config` to codec_config`.
* Renames struct `EncodingConfig` and dataclass `EncodeConfig` to `CodecConfig`.
* Adds docstrings for arg codec_config`.
* Updates `chunk` to `frames` in `write_*_chunk` methods.

Pull Request resolved: https://github.com/pytorch/audio/pull/3203

Reviewed By: mthrok

Differential Revision: D44350153

Pulled By: hwangjeff

fbshipit-source-id: 1b940b1366a43ec0565c362bfcbf62744088b343

b1de9f1a

Refactor the initialization of EncodeProcess (#3205) · 4eac61a3

Moto Hira authored Mar 27, 2023

Summary:
Pull Request resolved: https://github.com/pytorch/audio/pull/3205

This commit refactors the initialization of EncodeProcess.

Interface-wise, the signature of the constructor of EncodeProcess
has made simpler just to take rvalues of its components, and the
initialization of the components have been moved to helper functions.

Implementat-wise, the order that the components are initialized is
revised, and the source of initialization parameters is also revised.

For example, the original implementation first creates AVCodecContext,
and passes it around to create the other components. This relied on
an assumption that parameters AVCodecContext has (such as image size
and sample rate) are same as the source data. This is not always right,
and as we will introduce custom filter graph and allow on-the-fly
transform of rates and dimensions, it will become even less correct.

The new initialization constructs source AVFrame, TensorConverter and
FilterGraph from source attributes. This makes it easy to introduce
on-the-fly transform.

Reviewed By: nateanl

Differential Revision: D44360650

fbshipit-source-id: bf0e77dc1a5a40fc8e9870c50d07339d812762e8

4eac61a3

25 Mar, 2023 1 commit

Properly set #samples passed to encoder (#3204) · d8a37a21

moto authored Mar 25, 2023

Summary:
Some audio encoders expect specific, exact number of samples described as in `AVCodecContext.frame_size`.

The `AVFrame.nb_samples` is set for the frames passed to `AVFilterGraph`,
but frames coming out of the graph do not necessarily have the same numbr of frames.

This causes issues with encoding OPUS (among others).

This commit fixes it by inserting `asetnsamples` to filter graph if a fixed number of samples is requested.

Note:
It turned out that FFmpeg 4.1 has issue with OPUS encoding. It does not properly discard some sample.
We should probably move the minimum required FFmpeg to 4.2, but I am not sure if we can enforce it via ABI.
Work around will be to issue an warning if encoding OPUS with 4.1. (follow-up)

Pull Request resolved: https://github.com/pytorch/audio/pull/3204

Reviewed By: nateanl

Differential Revision: D44374668

Pulled By: mthrok

fbshipit-source-id: 10ef5333dc0677dfb83c8e40b78edd8ded1b21dc

d8a37a21

23 Mar, 2023 6 commits

[torchaudio] Use more specific includes than torch/script.h (#3198) · 583174ac

Scott Wolchok authored Mar 23, 2023

Summary:
Pull Request resolved: https://github.com/pytorch/audio/pull/3198

Fixes build after following diff to use F14 maps in pickler internally.

Reviewed By: mthrok

Differential Revision: D44098387

fbshipit-source-id: 9777517369d9a3f2599b273c04bf4a014f411f12

583174ac

Support YUV444P in GPU decoder (#3199) · 3240de92

moto authored Mar 23, 2023

Summary:
With the support of CUDA filter in https://github.com/pytorch/audio/issues/3183, it is now possible to change the pixel format of CUDA frame.

This commit adds conversion for YUV444P format.

Pull Request resolved: https://github.com/pytorch/audio/pull/3199

Reviewed By: hwangjeff

Differential Revision: D44323928

Pulled By: mthrok

fbshipit-source-id: 6d9b205e7235df5f21e7d3e06166b3a169f1ae9f

3240de92

Add SquimSubjective pre-trained pipeline (#3197) · 68fa1d3f

Zhaoheng Ni authored Mar 23, 2023

Summary:
The PR adds the pre-trained pipeline for `SquimSubjective` model which predicts MOS score for speech enhancement task.

Pull Request resolved: https://github.com/pytorch/audio/pull/3197

Reviewed By: mthrok

Differential Revision: D44313244

Pulled By: nateanl

fbshipit-source-id: 905095ff77006e9f441faa826fc25d9d8681e8aa

68fa1d3f

Warn if decoding YUV images with different plane size (#3201) · 92eff154

moto authored Mar 23, 2023

Summary:
StreamReader behaves differently when dealing with YUV formats.
It implicitly converts the image format to YUV444P because
otherwise image planes do not have the same shape and it is not
possible to express it as a regular PyTorch Tensor with dedicated
dimension for each color channel.

This is commit adds warnings to such conversions.

Pull Request resolved: https://github.com/pytorch/audio/pull/3201

Reviewed By: nateanl

Differential Revision: D44311017

Pulled By: mthrok

fbshipit-source-id: 73a02a19c013c0263f349e1f3a3603e3d3eddb6a

92eff154

Fix prototype.models documentation (#3202) · e584fc46

Zhaoheng Ni authored Mar 23, 2023

Summary:
In the nightly documentation, "Prototype Factory Functions of Beta Models" is listed as an individual section, which is not correct.
<img width="310" alt="image" src="https://user-images.githubusercontent.com/8653221/227262349-604b99e8-1b20-4b19-9711-81e7b6cfa62e.png">

After the PR, the section outlook is fixed
<img width="285" alt="image" src="https://user-images.githubusercontent.com/8653221/227262893-b938d81e-6c4b-432a-833c-95981bca5e65.png">

Pull Request resolved: https://github.com/pytorch/audio/pull/3202

Reviewed By: mthrok

Differential Revision: D44338663

Pulled By: nateanl

fbshipit-source-id: 09f591b9e4af66ebf34fb423bd5c30d4630f0b88

e584fc46

Set "experimental" automatically when using native opus/vorbis encoder (#3192) · bf1214a9

moto authored Mar 23, 2023

Summary:
OPUS encoder and VORBIS encoders require "strict=experimental" flags. This commit enables it automatically.

The rational behind of it is typically we care if we can encode these formats at all and not how they are encoded. (This might be concern when these encoder becomes more mature on FFmpeg side and providing flags would result in weird behavior)

Also when writing high-level functions that uses StreamWriter, if we do not set these flags, then these high-level functions have to add new options that should be passed down to StreamWriter, which turned out to be very painful in https://github.com/pytorch/audio/issues/3163

Pull Request resolved: https://github.com/pytorch/audio/pull/3192

Reviewed By: nateanl

Differential Revision: D44275089

Pulled By: mthrok

fbshipit-source-id: 74a757b4b7fc8467c8c88ffcb54fbaf89d6e4384

bf1214a9

22 Mar, 2023 2 commits

Fix oscillator bank test (#3196) · aa590a1b

moto authored Mar 22, 2023

Summary:
Follow up of https://github.com/pytorch/audio/pull/3083

Pull Request resolved: https://github.com/pytorch/audio/pull/3196

Reviewed By: nateanl

Differential Revision: D44308940

Pulled By: mthrok

fbshipit-source-id: e3ef27656e74c28ae78b767517d8e0ba3a9ac4a6

aa590a1b

[Nova] Windows Adopt ffmpeg build to be executed from github actions (#3193) · da86fbc7

atalman authored Mar 22, 2023

Summary:
Adopt ffmpeg build to be executed from github actions for windows

Tested by manually invoking this script:
```
c:\actions-runner\_work\test-infra\test-infra\pytorch\audio
Chocolatey v1.2.1
Installing the following packages:
msys2
By installing, you accept licenses for the packages.
msys2 v20230318.0.0 already installed.
 Use --force to reinstall, specify a version to install, or try upgrade.

Chocolatey installed 0/1 packages.
 See the log for details (C:\ProgramData\chocolatey\logs\chocolatey.log).

Warnings:
 - msys2 - msys2 v20230318.0.0 already installed.
 Use --force to reinstall, specify a version to install, or try upgrade.

Did you know the proceeds of Pro (and some proceeds from other
 licensed editions) go into bettering the community infrastructure?
 Your support ensures an active community, keeps Chocolatey tip-top,
 plus it nets you some awesome features!
 https://chocolatey.org/compare
warning: base-devel-2022.12-2 is up to date -- skipping
warning: mingw-w64-x86_64-binutils-2.40-2 is up to date -- skipping
warning: mingw-w64-x86_64-crt-git-10.0.0.r234.g283e5b23a-1 is up to date -- skipping
warning: mingw-w64-x86_64-gcc-12.2.0-10 is up to date -- skipping
warning: mingw-w64-x86_64-gcc-ada-12.2.0-10 is up to date -- skipping
warning: mingw-w64-x86_64-gcc-fortran-12.2.0-10 is up to date -- skipping
warning: mingw-w64-x86_64-gcc-libgfortran-12.2.0-10 is up to date -- skipping
warning: mingw-w64-x86_64-gcc-libs-12.2.0-10 is up to date -- skipping
warning: mingw-w64-x86_64-gcc-objc-12.2.0-10 is up to date -- skipping
warning: mingw-w64-x86_64-gdb-13.1-3 is up to date -- skipping
warning: mingw-w64-x86_64-gdb-multiarch-13.1-3 is up to date -- skipping
warning: mingw-w64-x86_64-headers-git-10.0.0.r234.g283e5b23a-1 is up to date -- skipping
warning: mingw-w64-x86_64-libgccjit-12.2.0-10 is up to date -- skipping
warning: mingw-w64-x86_64-libmangle-git-10.0.0.r234.g283e5b23a-1 is up to date -- skipping
warning: mingw-w64-x86_64-libwinpthread-git-10.0.0.r234.g283e5b23a-1 is up to date -- skipping
warning: mingw-w64-x86_64-make-4.4-2 is up to date -- skipping
warning: mingw-w64-x86_64-pkgconf-1~1.8.0-2 is up to date -- skipping
warning: mingw-w64-x86_64-tools-git-10.0.0.r234.g283e5b23a-1 is up to date -- skipping
warning: mingw-w64-x86_64-winpthreads-git-10.0.0.r234.g283e5b23a-1 is up to date -- skipping
warning: mingw-w64-x86_64-winstorecompat-git-10.0.0.r234.g283e5b23a-1 is up to date -- skipping
warning: diffutils-3.9-1 is up to date -- skipping
 there is nothing to do

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>set VC_VERSION_LOWER=16

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>set VC_VERSION_UPPER=17

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>for /F "usebackq tokens=*" %i in (`"C:\Program F
iles (x86)\Microsoft Visual Studio\Installer\vswhere.exe" -legacy -products * -version [16,17) -property installationPath`) do (if exis
t "%i" if exist "%i\VC\Auxiliary\Build\vcvarsall.bat" (
set "VS15INSTALLDIR=%i"
 set "VS15VCVARSALL=%i\VC\Auxiliary\Build\vcvarsall.bat"
 goto vswhere
) )

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>(if exist "C:\Program Files (x86)\Microsoft Visu
al Studio\2019\BuildTools" if exist "C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Auxiliary\Build\vcvarsall.bat" (
set "VS15INSTALLDIR=C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools"
 set "VS15VCVARSALL=C:\Program Files (x86)\Microsoft Visual Studio\2019\BuildTools\VC\Auxiliary\Build\vcvarsall.bat"
 goto vswhere
) )

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>if "" == "" (call "C:\Program Files (x86)\Micros
oft Visual Studio\2019\BuildTools\VC\Auxiliary\Build\vcvarsall.bat" x64   || exit /b 1 )  else (call "C:\Program Files (x86)\Microsoft
Visual Studio\2019\BuildTools\VC\Auxiliary\Build\vcvarsall.bat" x64    || exit /b 1 )
**********************************************************************
** Visual Studio 2019 Developer Command Prompt v16.8.6
** Copyright (c) 2020 Microsoft Corporation
**********************************************************************
[vcvarsall.bat] Environment initialized for: 'x64'

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>set DISTUTILS_USE_SDK=1

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>set args=bash

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>shift

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>if [./packaging/ffmpeg/build.sh] == [] goto done

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>set args=bash ./packaging/ffmpeg/build.sh

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>shift

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>goto start

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>if [] == [] goto done

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>if "bash ./packaging/ffmpeg/build.sh" == "" (
echo Usage: vc_env_helper.bat [command] [args]
 echo e.g. vc_env_helper.bat cl /c test.cpp
)

runneruser@EC2AMAZ-S19AQ2Q C:\actions-runner\_work\test-infra\test-infra\pytorch\audio>bash ./packaging/ffmpeg/build.sh   || exit /b 1
+ prefix=C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg
+ args=
+ [[ msys == \m\s\y\s ]]
+ args=--toolchain=msvc
++ mktemp -d -t ffmpeg-build.XXXXXXXXXX
+ build_dir=/tmp/ffmpeg-build.bVdKugGnTP
+ trap 'cleanup $?' EXIT
+ cd /tmp/ffmpeg-build.bVdKugGnTP
+ curl -LsS -o ffmpeg.tar.gz https://github.com/FFmpeg/FFmpeg/archive/refs/tags/n4.1.8.tar.gz
+ tar -xf ffmpeg.tar.gz --strip-components 1
+ ./configure --prefix=C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg --disable-all --disable-everythin
g --disable-programs --disable-doc --disable-debug --disable-autodetect --disable-x86asm --disable-iconv --disable-encoders --disable-d
ecoders --disable-hwaccels --disable-muxers --disable-demuxers --disable-parsers --disable-bsfs --disable-protocols --disable-devices -
-disable-filters --disable-asm --disable-static --enable-shared --enable-rpath --enable-pic --enable-avcodec --enable-avdevice --enable
-avfilter --enable-avformat --enable-avutil --toolchain=msvc
install prefix            C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg
source path               .
C compiler                cl
C library                 msvcrt
ARCH                      c (generic)
big-endian                no
runtime cpu detection     yes
debug symbols             no
strip symbols             no
optimize for size         no
optimizations             yes
static                    no
shared                    yes
postprocessing support    no
network support           yes
threading support         w32threads
safe bitstream reader     yes
texi2html enabled         no
perl enabled              yes
pod2man enabled           yes
makeinfo enabled          yes
makeinfo supports HTML    yes

External libraries:

External libraries providing hardware acceleration:

Libraries:
avcodec                    avdevice                   avfilter                   avformat                   avutil

Programs:

Enabled decoders:

Enabled encoders:

Enabled hwaccels:

Enabled parsers:

Enabled demuxers:

Enabled muxers:

Enabled protocols:

Enabled filters:

Enabled bsfs:
null

Enabled indevs:

Enabled outdevs:

License: LGPL version 2.1 or later
+ make -j install
GEN     libavdevice/libavdevice.version
GEN     libavfilter/libavfilter.version
GEN     libavformat/libavformat.version
GEN     libavcodec/libavcodec.version
GEN     libavutil/libavutil.version
INSTALL doc/examples/avio_dir_cmd.c
INSTALL doc/examples/avio_reading.c
INSTALL doc/examples/decode_audio.c
INSTALL doc/examples/decode_video.c
INSTALL doc/examples/demuxing_decoding.c
INSTALL doc/examples/encode_audio.c
INSTALL doc/examples/encode_video.c
INSTALL doc/examples/extract_mvs.c
INSTALL doc/examples/filter_audio.c
INSTALL doc/examples/filtering_audio.c
INSTALL doc/examples/filtering_video.c
INSTALL doc/examples/http_multiclient.c
INSTALL doc/examples/hw_decode.c
INSTALL doc/examples/metadata.c
INSTALL doc/examples/muxing.c
INSTALL doc/examples/qsvdec.c
INSTALL doc/examples/remuxing.c
INSTALL doc/examples/resampling_audio.c
INSTALL doc/examples/scaling_video.c
INSTALL doc/examples/transcode_aac.c
INSTALL doc/examples/transcoding.c
INSTALL doc/examples/vaapi_encode.c
INSTALL doc/examples/vaapi_transcode.c
INSTALL doc/examples/README
INSTALL doc/examples/Makefile
CC      libavdevice/avdevice.o
CC      libavdevice/reverse.o
avdevice.c
reverse.c
libavdevice/avdevice.c(88): warning C4996: 'av_oformat_next': was declared deprecated
libavdevice/avdevice.c(92): warning C4996: 'av_iformat_next': was declared deprecated
CC      libavdevice/utils.o
INSTALL doc/examples/avio_dir_cmd.c
INSTALL doc/examples/avio_reading.c
INSTALL doc/examples/decode_audio.c
INSTALL doc/examples/decode_video.c
INSTALL doc/examples/demuxing_decoding.c
CC      libavdevice/alldevices.o
INSTALL doc/examples/encode_audio.c
INSTALL doc/examples/encode_video.c
INSTALL doc/examples/extract_mvs.c
INSTALL doc/examples/filter_audio.c
INSTALL doc/examples/filtering_audio.c
INSTALL doc/examples/filtering_video.c
INSTALL doc/examples/http_multiclient.c
INSTALL doc/examples/hw_decode.c
INSTALL doc/examples/metadata.c
INSTALL doc/examples/muxing.c
INSTALL doc/examples/qsvdec.c
INSTALL doc/examples/remuxing.c
INSTALL doc/examples/resampling_audio.c
INSTALL doc/examples/scaling_video.c
INSTALL doc/examples/transcode_aac.c
INSTALL doc/examples/transcoding.c
INSTALL doc/examples/vaapi_encode.c
INSTALL doc/examples/vaapi_transcode.c
INSTALL doc/examples/README
INSTALL doc/examples/Makefile
utils.c
CC      libavformat/dump.o
CC      libavformat/allformats.o
alldevices.c
dump.c
allformats.c
CC      libavformat/id3v1.o
CC      libavformat/golomb_tab.o
CC      libavformat/metadata.o
CC      libavformat/log2_tab.o
id3v1.c
golomb_tab.c
log2_tab.c
CC      libavdevice/file_open.o
metadata.c
CC      libavformat/protocols.o
file_open.c
CC      libavformat/avio.o
CC      libavformat/format.o
protocols.c
format.c
libavformat/protocols.c(99): warning C4090: '=': different 'const' qualifiers
avio.c
CC      libavformat/file_open.o
CC      libavformat/cutils.o
CC      libavcodec/ac3_parser.o
file_open.c
CC      libavformat/aviobuf.o
libavformat/format.c(308): warning C4090: 'function': different 'const' qualifiers
aviobuf.c
cutils.c
ac3_parser.c
C:\tools\msys64\tmp\ffmpeg-build.bVdKugGnTP\libavcodec\get_bits.h(481): warning C4101: 're_cache': unreferenced local variable
CC      libavformat/qtpalette.o
libavformat/avio.c(113): warning C4267: 'initializing': conversion from 'size_t' to 'int', possible loss of dataCC      libavformat/id3
v2.o

libavformat/avio.c(276): warning C4090: 'function': different 'const' qualifiers
libavformat/avio.c(281): warning C4090: 'function': different 'const' qualifiers
libavformat/avio.c(285): warning C4090: 'function': different 'const' qualifiers
CC      libavcodec/allcodecs.o
CC      libavformat/network.o
CC      libavcodec/avpacket.o
id3v2.c
qtpalette.c
CC      libavcodec/adts_parser.o
CC      libavcodec/avpicture.o
avpacket.c
allcodecs.c
network.c
adts_parser.c
libavformat/aviobuf.c(389): warning C4267: '+=': conversion from 'size_t' to 'int', possible loss of data
libavformat/aviobuf.c(1230): warning C4267: 'function': conversion from 'size_t' to 'int', possible loss of data
libavformat/aviobuf.c(1265): warning C4267: 'function': conversion from 'size_t' to 'int', possible loss of data
CC      libavcodec/avdct.o
libavcodec/avpacket.c(131): warning C4267: 'function': conversion from 'size_t' to 'int', possible loss of data
libavcodec/avpacket.c(307): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
libavcodec/avpacket.c(321): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
libavcodec/avpacket.c(512): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
avpicture.c
C:\tools\msys64\tmp\ffmpeg-build.bVdKugGnTP\libavcodec\get_bits.h(481): warning C4101: 're_cache': unreferenced local variable
CC      libavformat/mux.o
CC      libavformat/utils.o
CC      libavcodec/bitstream_filter.o
avdct.c
libavformat/id3v2.c(347): warning C4090: 'function': different 'const' qualifiers
CC      libavformat/os_support.o
mux.c
utils.c
bitstream_filter.c
CC      libavformat/options.o
libavformat/network.c(340): warning C4267: 'function': conversion from 'size_t' to 'socklen_t', possible loss of data
libavformat/network.c(377): warning C4267: 'function': conversion from 'size_t' to 'int', possible loss of data
libavformat/network.c(428): warning C4267: 'function': conversion from 'size_t' to 'socklen_t', possible loss of data
libavformat/network.c(485): warning C4267: 'function': conversion from 'size_t' to 'socklen_t', possible loss of dataCC libavcodec/bits
tream_filters.o

libavformat/network.c(500): warning C4267: 'function': conversion from 'size_t' to 'socklen_t', possible loss of dataCC libavcodec/d3d1
1va.o

libavformat/network.c(537): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
libavformat/network.c(538): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
CC      libavformat/url.o
os_support.c
CC      libavformat/sdp.o
CC      libavformat/riff.o
CC      libavcodec/bsf.o
url.c
d3d11va.c
options.c
bitstream_filters.c
CC      libavcodec/bitstream.o
CC      libavcodec/dirac.o
libavformat/utils.c(225): warning C4996: 'av_codec_next': was declared deprecated
riff.c
sdp.c
bsf.c
libavformat/utils.c(4716): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
libavformat/utils.c(5520): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
libavformat/utils.c(5539): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
dirac.c
C:\tools\msys64\tmp\ffmpeg-build.bVdKugGnTP\libavcodec\get_bits.h(481): warning C4101: 're_cache': unreferenced local variable
bitstream.c
libavcodec/bitstream.c(125): warning C4334: '<<': result of 32-bit shift implicitly converted to 64 bits (was 64-bit shift intended?)
C:\tools\msys64\tmp\ffmpeg-build.bVdKugGnTP\libavcodec\get_bits.h(481): warning C4101: 're_cache': unreferenced local variable
CC      libavcodec/fdctdsp.o
CC      libavcodec/codec_desc.o
libavformat/options.c(64): warning C4996: 'av_iformat_next': was declared deprecated
libavformat/options.c(69): warning C4996: 'av_oformat_next': was declared deprecated
fdctdsp.c
libavformat/options.c(73): warning C4996: 'av_iformat_next': was declared deprecatedCC  libavcodec/encode.o

libavformat/options.c(77): warning C4996: 'av_oformat_next': was declared deprecated
CC      libavcodec/faanidct.o
libavformat/url.c(77): warning C4267: 'return': conversion from 'size_t' to 'int', possible loss of data
codec_desc.c
encode.c
CC      libavcodec/faandct.o
CC      libavcodec/decode.o
CC      libavcodec/dv_profile.o
faanidct.c
libavcodec/encode.c(365): warning C4996: 'avcodec_encode_video2': was declared deprecated
libavcodec/encode.c(368): warning C4996: 'avcodec_encode_audio2': was declared deprecated
faandct.c
dv_profile.c
decode.c
CC      libavcodec/idctdsp.o
libavcodec/decode.c(845): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
idctdsp.c
CC      libavcodec/imgconvert.o
CC      libavcodec/jfdctint.o
CC      libavcodec/jfdctfst.o
jfdctint.c
imgconvert.c
jfdctfst.c
CC      libavcodec/jni.o
CC      libavcodec/jrevdct.o
CC      libavcodec/log2_tab.o
CC      libavcodec/mediacodec.o
jrevdct.c
jni.c
log2_tab.c
mediacodec.c
CC      libavcodec/file_open.o
CC      libavcodec/null_bsf.o
CC      libavcodec/options.o
CC      libavcodec/mathtables.o
CC      libavcodec/mjpegenc_huffman.o
options.c
file_open.c
null_bsf.c
mathtables.c
mjpegenc_huffman.c
libavcodec/options.c(61): warning C4996: 'av_codec_next': was declared deprecated
libavcodec/options.c(66): warning C4996: 'av_codec_next': was declared deprecated
CC      libavcodec/parser.o
CC      libavcodec/profiles.o
CC      libavcodec/mpeg12framerate.o
CC      libavcodec/pthread.o
parser.c
profiles.c
mpeg12framerate.c
pthread.c
C:\tools\msys64\tmp\ffmpeg-build.bVdKugGnTP\libavcodec\get_bits.h(481): warning C4101: 're_cache': unreferenced local variable
CC      libavcodec/simple_idct.o
CC      libavcodec/raw.o
CC      libavcodec/pthread_slice.o
CC      libavcodec/qsv_api.o
simple_idct.c
CC      libavcodec/reverse.o
raw.c
CC      libavcodec/xiph.o
pthread_slice.c
CC      libavcodec/vorbis_parser.o
qsv_api.c
reverse.c
CC      libavcodec/parsers.o
xiph.c
vorbis_parser.c
CC      libavcodec/pthread_frame.o
C:\tools\msys64\tmp\ffmpeg-build.bVdKugGnTP\libavcodec\get_bits.h(481): warning C4101: 're_cache': unreferenced local variable
parsers.c
pthread_frame.c
CC      libavutil/aes.o
aes.c
CC      libavutil/audio_fifo.o
CC      libavutil/base64.o
CC      libavutil/avstring.o
CC      libavutil/aes_ctr.o
audio_fifo.c
CC      libavcodec/utils.o
avstring.c
base64.c
CC      libavutil/bprint.o
CC      libavutil/blowfish.o
CC      libavutil/adler32.o
libavutil/avstring.c(246): warning C4267: 'function': conversion from 'size_t' to 'unsigned int', possible loss of data
libavutil/avstring.c(248): warning C4267: 'function': conversion from 'size_t' to 'unsigned int', possible loss of dataaes_ctr.c

libavutil/avstring.c(352): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
CC      libavutil/camellia.o
utils.c
blowfish.c
adler32.c
bprint.c
CC      libavutil/buffer.o
CC      libavutil/color_utils.o
CC      libavutil/channel_layout.o
.\libavutil/mem_internal.h(42): warning C4267: '=': conversion from 'size_t' to 'unsigned int', possible loss of data
libavutil/bprint.c(190): warning C4267: '=': conversion from 'size_t' to 'unsigned int', possible loss of data
libavutil/bprint.c(215): warning C4267: 'function': conversion from 'size_t' to 'unsigned int', possible loss of data
camellia.c
buffer.c
color_utils.c
CC      libavutil/cast5.o
channel_layout.c
C:\tools\msys64\tmp\ffmpeg-build.bVdKugGnTP\libavcodec\get_bits.h(481): warning C4101: 're_cache': unreferenced local variable
libavcodec/utils.c(1361): warning C4267: 'function': conversion from 'size_t' to 'int', possible loss of data
libavcodec/utils.c(2034): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
cast5.c
CC      libavutil/cpu.o
cpu.c
CC      libavutil/crc.o
CC      libavutil/dict.o
CC      libavutil/des.o
des.c
crc.c
dict.c
CC      libavutil/downmix_info.o
libavutil/cpu.c(185): warning C4090: 'function': different 'const' qualifiers
libavutil/cpu.c(264): warning C4090: 'function': different 'const' qualifiers
CC      libavutil/display.o
downmix_info.c
CC      libavutil/error.o
CC      libavutil/eval.o
CC      libavutil/encryption_info.o
CC      libavutil/fixed_dsp.o
display.c
CC      libavutil/hmac.o
error.c
eval.c
encryption_info.c
fixed_dsp.c
hmac.c
CC      libavutil/hash.o
libavutil/fixed_dsp.c(161): warning C4028: formal parameter 1 different from declaration
libavutil/fixed_dsp.c(161): warning C4028: formal parameter 2 different from declaration
CC      libavutil/fifo.o
CC      libavutil/hwcontext.o
CC      libavutil/float_dsp.o
hash.c
fifo.c
CC      libavutil/file.o
CC      libavutil/imgutils.o
hwcontext.c
float_dsp.c
CC      libavutil/integer.o
CC      libavutil/frame.o
file.c
imgutils.c
CC      libavutil/file_open.o
CC      libavutil/intmath.o
CC      libavutil/lfg.o
libavutil/imgutils.c(527): warning C4267: 'function': conversion from 'size_t' to 'int', possible loss of data
libavutil/imgutils.c(527): warning C4267: 'function': conversion from 'size_t' to 'int', possible loss of data
frame.c
integer.c
file_open.c
libavutil/frame.c(760): warning C4090: 'function': different 'const' qualifiers
libavutil/frame.c(903): warning C4267: '-=': conversion from 'size_t' to 'int', possible loss of data
libavutil/frame.c(904): warning C4267: '-=': conversion from 'size_t' to 'int', possible loss of data
libavutil/frame.c(915): warning C4267: 'function': conversion from 'size_t' to 'int', possible loss of data
libavutil/frame.c(919): warning C4267: 'function': conversion from 'size_t' to 'int', possible loss of data
libavutil/frame.c(937): warning C4267: '-=': conversion from 'size_t' to 'int', possible loss of data
libavutil/frame.c(938): warning C4267: '-=': conversion from 'size_t' to 'int', possible loss of data
intmath.c
lfg.c
CC      libavutil/lls.o
lls.c
CC      libavutil/log2_tab.o
CC      libavutil/mastering_display_metadata.o
CC      libavutil/mathematics.o
log2_tab.c
CC      libavutil/mem.o
CC      libavutil/md5.o
mastering_display_metadata.c
mathematics.c
mem.c
md5.c
CC      libavutil/murmur3.o
CC      libavutil/log.o
C:\tools\msys64\tmp\ffmpeg-build.bVdKugGnTP\libavutil\mem_internal.h(42): warning C4267: '=': conversion from 'size_t' to 'unsigned int
', possible loss of data
libavutil/mem.c(495): warning C4267: '=': conversion from 'size_t' to 'unsigned int', possible loss of data
murmur3.c
log.c
libavutil/md5.c(103): warning C4101: 'i': unreferenced local variableCC libavutil/parseutils.o

CC      libavutil/opt.o
CC      libavutil/pixelutils.o
parseutils.c
CC      libavutil/pixdesc.o
CC      libavutil/reverse.o
CC      libavutil/rational.o
libavutil/parseutils.c(367): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
libavutil/parseutils.c(372): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
libavutil/parseutils.c(479): warning C4267: 'initializing': conversion from 'size_t' to 'int', possible loss of data
opt.c
pixelutils.c
CC      libavutil/rc4.o
pixdesc.c
rational.c
reverse.c
libavutil/opt.c(189): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
libavutil/opt.c(440): warning C4133: 'function': incompatible types - from 'AVPixelFormat (__cdecl *)(const char *)' to 'int (__cdecl *
)(const char *)'
libavutil/opt.c(446): warning C4133: 'function': incompatible types - from 'AVSampleFormat (__cdecl *)(const char *)' to 'int (__cdecl
*)(const char *)'
libavutil/opt.c(847): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
libavutil/opt.c(982): warning C4133: 'function': incompatible types - from 'AVPixelFormat *' to 'int *'
libavutil/opt.c(987): warning C4133: 'function': incompatible types - from 'AVSampleFormat *' to 'int *'
libavutil/opt.c(1632): warning C4090: 'function': different 'const' qualifiers
libavutil/opt.c(1675): warning C4090: 'function': different 'const' qualifiers
libavutil/opt.c(1877): warning C4090: 'function': different 'const' qualifiers
libavutil/pixdesc.c(2551): warning C4267: '=': conversion from 'size_t' to 'int', possible loss of data
rc4.c
CC      libavutil/ripemd.o
CC      libavutil/sha.o
CC      libavutil/samplefmt.o
ripemd.c
samplefmt.c
CC      libavutil/sha512.o
sha.c
libavutil/ripemd.c(136): warning C4101: 't': unreferenced local variable
libavutil/ripemd.c(193): warning C4101: 't': unreferenced local variable
libavutil/ripemd.c(318): warning C4101: 't': unreferenced local variable
libavutil/ripemd.c(390): warning C4101: 't': unreferenced local variable
sha512.c
CC      libavutil/stereo3d.o
CC      libavutil/xtea.o
CC      libavutil/slicethread.o
CC      libavutil/threadmessage.o
stereo3d.c
xtea.c
CC      libavutil/timecode.o
slicethread.c
CC      libavutil/xga_font_data.o
CC      libavutil/utils.o
threadmessage.c
timecode.c
CC      libavutil/tree.o
utils.c
CC      libavutil/random_seed.o
xga_font_data.c
CC      libavutil/twofish.o
tree.c
CC      libavutil/time.o
CC      libavutil/tea.o
CC      libavutil/spherical.o
random_seed.c
time.c
twofish.c
tea.c
spherical.c
CC      libavfilter/avfiltergraph.o
CC      libavfilter/audio.o
avfiltergraph.c
GEN     libavdevice/libavdevice.pc
audio.c
CC      libavfilter/buffersrc.o
CC      libavfilter/fifo.o
buffersrc.c
CC      libavfilter/allfilters.o
fifo.c
CC      libavfilter/log2_tab.o
CC      libavfilter/framequeue.o
CC      libavfilter/framepool.o
CC      libavfilter/graphdump.o
CC      libavfilter/drawutils.o
allfilters.c
CC      libavfilter/formats.o
INSTALL libavdevice/avdevice.h
INSTALL libavdevice/version.h
log2_tab.c
framepool.c
framequeue.c
graphdump.c
CC      libavfilter/buffersink.o
drawutils.c
formats.c
CC      libavfilter/transform.o
CC      libavfilter/avfilter.o
libavfilter/framequeue.c(143): warning C4267: '-=': conversion from 'size_t' to 'int', possible loss of data
libavfilter/framequeue.c(144): warning C4267: '-=': conversion from 'size_t' to 'int', possible loss of data
libavfilter/graphdump.c(79): warning C4267: '=': conversion from 'size_t' to 'unsigned int', possible loss of data
libavfilter/graphdump.c(86): warning C4267: '=': conversion from 'size_t' to 'unsigned int', possible loss of data
libavfilter/graphdump.c(108): warning C4267: '=': conversion from 'size_t' to 'unsigned int', possible loss of data
libavfilter/graphdump.c(72): warning C4267: 'initializing': conversion from 'size_t' to 'unsigned int', possible loss of data
libavfilter/graphdump.c(73): warning C4267: 'initializing': conversion from 'size_t' to 'unsigned int', possible loss of data
libavfilter/graphdump.c(77): warning C4267: 'initializing': conversion from 'size_t' to 'unsigned int', possible loss of data
libavfilter/graphdump.c(84): warning C4267: 'initializing': conversion from 'size_t' to 'unsigned int', possible loss of data
libavfilter/graphdump.c(133): warning C4267: 'initializing': conversion from 'size_t' to 'unsigned int', possible loss of data
buffersink.c
GEN     libavfilter/libavfilter.pc
CC      libavfilter/pthread.o
CC      libavfilter/graphparser.o
libavfilter/buffersink.c(137): warning C4133: '=': incompatible types - from 'const int *' to 'const AVPixelFormat *'
transform.c
avfilter.c
CC      libavfilter/video.o
pthread.c
graphparser.c
GEN     libavformat/libavformat.pc
INSTALL libavfilter/avfilter.h
INSTALL libavfilter/buffersink.h
INSTALL libavfilter/buffersrc.h
INSTALL libavfilter/version.h
video.c
GEN     libavcodec/libavcodec.pc
libavfilter/avfilter.c(51): warning C4101: 'buf': unreferenced local variable
INSTALL libavformat/avformat.h
INSTALL libavformat/avio.h
INSTALL libavformat/version.h
INSTALL libavcodec/ac3_parser.h
INSTALL libavcodec/adts_parser.h
INSTALL libavcodec/avcodec.h
INSTALL libavcodec/avdct.h
INSTALL libavcodec/avfft.h
INSTALL libavcodec/d3d11va.h
INSTALL libavcodec/dirac.h
INSTALL libavcodec/dv_profile.h
INSTALL libavcodec/dxva2.h
INSTALL libavcodec/jni.h
INSTALL libavcodec/mediacodec.h
INSTALL libavcodec/qsv.h
INSTALL libavcodec/vaapi.h
INSTALL libavcodec/vdpau.h
INSTALL libavcodec/version.h
INSTALL libavcodec/videotoolbox.h
INSTALL libavcodec/vorbis_parser.h
INSTALL libavcodec/xvmc.h
GEN     libavutil/libavutil.pc
GEN     libavdevice/libavdevice.ver
INSTALL libavutil/adler32.h
INSTALL libavutil/aes.h
INSTALL libavutil/aes_ctr.h
INSTALL libavutil/attributes.h
INSTALL libavutil/audio_fifo.h
INSTALL libavutil/avassert.h
INSTALL libavutil/avstring.h
INSTALL libavutil/avutil.h
INSTALL libavutil/base64.h
INSTALL libavutil/blowfish.h
INSTALL libavutil/bprint.h
INSTALL libavutil/bswap.h
INSTALL libavutil/buffer.h
INSTALL libavutil/cast5.h
INSTALL libavutil/camellia.h
INSTALL libavutil/channel_layout.h
INSTALL libavutil/common.h
INSTALL libavutil/cpu.h
INSTALL libavutil/crc.h
INSTALL libavutil/des.h
INSTALL libavutil/dict.h
INSTALL libavutil/display.h
INSTALL libavutil/downmix_info.h
INSTALL libavutil/encryption_info.h
INSTALL libavutil/error.h
INSTALL libavutil/eval.h
INSTALL libavutil/fifo.h
INSTALL libavutil/file.h
INSTALL libavutil/frame.h
INSTALL libavutil/hash.h
INSTALL libavutil/hmac.h
INSTALL libavutil/hwcontext.h
INSTALL libavutil/hwcontext_cuda.h
INSTALL libavutil/hwcontext_d3d11va.h
INSTALL libavutil/hwcontext_drm.h
INSTALL libavutil/hwcontext_dxva2.h
INSTALL libavutil/hwcontext_qsv.h
INSTALL libavutil/hwcontext_mediacodec.h
INSTALL libavutil/hwcontext_vaapi.h
INSTALL libavutil/hwcontext_videotoolbox.h
INSTALL libavutil/hwcontext_vdpau.h
INSTALL libavutil/imgutils.h
INSTALL libavutil/intfloat.h
INSTALL libavutil/intreadwrite.h
INSTALL libavutil/lfg.h
INSTALL libavutil/log.h
INSTALL libavutil/macros.h
INSTALL libavutil/mathematics.h
INSTALL libavutil/mastering_display_metadata.h
INSTALL libavutil/md5.h
INSTALL libavutil/mem.h
INSTALL libavutil/motion_vector.h
INSTALL libavutil/murmur3.h
INSTALL libavutil/opt.h
INSTALL libavutil/parseutils.h
INSTALL libavutil/pixdesc.h
INSTALL libavutil/pixelutils.h
INSTALL libavutil/pixfmt.h
INSTALL libavutil/random_seed.h
INSTALL libavutil/rc4.h
INSTALL libavutil/rational.h
INSTALL libavutil/replaygain.h
INSTALL libavutil/ripemd.h
INSTALL libavutil/samplefmt.h
INSTALL libavutil/sha.h
INSTALL libavutil/sha512.h
INSTALL libavutil/spherical.h
INSTALL libavutil/stereo3d.h
INSTALL libavutil/threadmessage.h
INSTALL libavutil/time.h
INSTALL libavutil/timecode.h
INSTALL libavutil/timestamp.h
INSTALL libavutil/tree.h
INSTALL libavutil/twofish.h
INSTALL libavutil/version.h
INSTALL libavutil/xtea.h
INSTALL libavutil/tea.h
INSTALL libavutil/avconfig.h
INSTALL libavutil/ffversion.h
GEN     libavformat/libavformat.ver
GEN     libavcodec/libavcodec.ver
GEN     libavutil/libavutil.ver
GEN     libavfilter/libavfilter.ver
EXTERN_PREFIX="" ./compat/windows/makedef libavutil/libavutil.ver libavutil/adler32.o libavutil/aes.o libavutil/aes_ctr.o libavutil/aud
io_fifo.o libavutil/avstring.o libavutil/base64.o libavutil/blowfish.o libavutil/bprint.o libavutil/buffer.o libavutil/camellia.o libav
util/cast5.o libavutil/channel_layout.o libavutil/color_utils.o libavutil/cpu.o libavutil/crc.o libavutil/des.o libavutil/dict.o libavu
til/display.o libavutil/downmix_info.o libavutil/encryption_info.o libavutil/error.o libavutil/eval.o libavutil/fifo.o libavutil/file.o
 libavutil/file_open.o libavutil/fixed_dsp.o libavutil/float_dsp.o libavutil/frame.o libavutil/hash.o libavutil/hmac.o libavutil/hwcont
ext.o libavutil/imgutils.o libavutil/integer.o libavutil/intmath.o libavutil/lfg.o libavutil/lls.o libavutil/log.o libavutil/log2_tab.o
 libavutil/mastering_display_metadata.o libavutil/mathematics.o libavutil/md5.o libavutil/mem.o libavutil/murmur3.o libavutil/opt.o lib
avutil/parseutils.o libavutil/pixdesc.o libavutil/pixelutils.o libavutil/random_seed.o libavutil/rational.o libavutil/rc4.o libavutil/r
everse.o libavutil/ripemd.o libavutil/samplefmt.o libavutil/sha.o libavutil/sha512.o libavutil/slicethread.o libavutil/spherical.o liba
vutil/stereo3d.o libavutil/tea.o libavutil/threadmessage.o libavutil/time.o libavutil/timecode.o libavutil/tree.o libavutil/twofish.o l
ibavutil/utils.o libavutil/xga_font_data.o libavutil/xtea.o > libavutil/avutil-56.def
INSTALL libavdevice/libavdevice.pc
INSTALL libavfilter/libavfilter.pc
INSTALL libavformat/libavformat.pc
INSTALL libavcodec/libavcodec.pc
INSTALL libavutil/libavutil.pc
LD      libavutil/avutil-56.dll
LINK : warning LNK4044: unrecognized option '/Wl,-rpath,C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/
lib'; ignored
   Creating library libavutil/avutil.lib and object libavutil/avutil.exp
EXTERN_PREFIX="" ./compat/windows/makedef libavcodec/libavcodec.ver libavcodec/ac3_parser.o libavcodec/adts_parser.o libavcodec/allcode
cs.o libavcodec/avdct.o libavcodec/avpacket.o libavcodec/avpicture.o libavcodec/bitstream.o libavcodec/bitstream_filter.o libavcodec/bi
tstream_filters.o libavcodec/bsf.o libavcodec/codec_desc.o libavcodec/d3d11va.o libavcodec/decode.o libavcodec/dirac.o libavcodec/dv_pr
ofile.o libavcodec/encode.o libavcodec/faandct.o libavcodec/faanidct.o libavcodec/fdctdsp.o libavcodec/file_open.o libavcodec/idctdsp.o
 libavcodec/imgconvert.o libavcodec/jfdctfst.o libavcodec/jfdctint.o libavcodec/jni.o libavcodec/jrevdct.o libavcodec/log2_tab.o libavc
odec/mathtables.o libavcodec/mediacodec.o libavcodec/mjpegenc_huffman.o libavcodec/mpeg12framerate.o libavcodec/null_bsf.o libavcodec/o
ptions.o libavcodec/parser.o libavcodec/parsers.o libavcodec/profiles.o libavcodec/pthread.o libavcodec/pthread_frame.o libavcodec/pthr
ead_slice.o libavcodec/qsv_api.o libavcodec/raw.o libavcodec/reverse.o libavcodec/simple_idct.o libavcodec/utils.o libavcodec/vorbis_pa
rser.o libavcodec/xiph.o > libavcodec/avcodec-58.def
EXTERN_PREFIX="" ./compat/windows/makedef libavfilter/libavfilter.ver libavfilter/allfilters.o libavfilter/audio.o libavfilter/avfilter
.o libavfilter/avfiltergraph.o libavfilter/buffersink.o libavfilter/buffersrc.o libavfilter/drawutils.o libavfilter/fifo.o libavfilter/
formats.o libavfilter/framepool.o libavfilter/framequeue.o libavfilter/graphdump.o libavfilter/graphparser.o libavfilter/log2_tab.o lib
avfilter/pthread.o libavfilter/transform.o libavfilter/video.o > libavfilter/avfilter-7.def
INSTALL libavutil/avutil.dll
STRIP   install-libavutil-shared
skipping strip C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/bin/avutil-56.dll
INSTALL libavutil/avutil.dll
INSTALL libavutil/avutil.dll
LD      libavcodec/avcodec-58.dll
LINK : warning LNK4044: unrecognized option '/Wl,-rpath,C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/
lib'; ignored
   Creating library libavcodec/avcodec.lib and object libavcodec/avcodec.exp
LD      libavfilter/avfilter-7.dll
LINK : warning LNK4044: unrecognized option '/Wl,-rpath,C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/
EXTERN_PREFIX="" ./compat/windows/makedef libavdevice/libavdevice.ver libavdevice/alldevices.o libavdevice/avdevice.o libavdevice/file_opeEXTERN_PREFIX="" ./compat/windows/makedef libavdevice/libavdevice.ver libavdevice/alldevices.o libavdevice/avdevice.o libavdevice/file_openNSTALL libavformat/avformat.dll
.o libavdevice/reverse.o libavdevice/utils.o > libavdevice/avdevice-58.def
INSTALL libavformat/avformat.dll
EXTERN_PREFIX="" ./compat/windows/makedef libavdevice/libavdevice.ver libavdevice/alldevices.o libavdevice/avdevice.o libavdevice/file_ope
n.o libavdevice/reverse.o libavdevice/utils.o > libavdevice/avdevice-58.def
INSTALL libavformat/avformat.dll
STRIP   install-libavformat-shared
skipping strip C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/bin/avformat-58.dll                         INSTALL libavformat/avformat.dll                                                                                                          INSTALL libavformat/avformat.dll
LD      libavdevice/avdevice-58.dll
LINK : warning LNK4044: unrecognized option '/Wl,-rpath,C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/lib
'; ignored
   Creating library libavdevice/avdevice.lib and object libavdevice/avdevice.exp
INSTALL libavdevice/avdevice.dll
STRIP   install-libavdevice-shared
skipping strip C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/bin/avdevice-58.dll                         INSTALL libavdevice/avdevice.dll                                                                                                          INSTALL libavdevice/avdevice.dll                                                                                                          + ls C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/bin C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/include C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/lib C:/actions-runner/
_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/share
'C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/bin':
avcodec.lib     avdevice.lib     avfilter.lib    avformat.lib     avutil.lib
avcodec-58.dll  avdevice-58.dll  avfilter-7.dll  avformat-58.dll  avutil-56.dll

'C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/include':
libavcodec  libavdevice  libavfilter  libavformat  libavutil

'C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/lib':
avcodec-58.def  avdevice-58.def  avfilter-7.def  avformat-58.def  avutil-56.def  pkgconfig

'C:/actions-runner/_work/test-infra/test-infra/pytorch/audio/third_party/ffmpeg/share':
ffmpeg
++ uname
+ [[ MINGW64_NT-10.0-17763 == Darwin ]]
+ cleanup 0
+ rm -rf /tmp/ffmpeg-build.bVdKugGnTP
runneruser@EC2AMAZ-S19AQ2Q c:\actions-runner\_work\test-infra\test-infra\pytorch\audio>

```

Pull Request resolved: https://github.com/pytorch/audio/pull/3193

Reviewed By: DanilBaibak

Differential Revision: D44294838

Pulled By: atalman

fbshipit-source-id: 7522d329537daf99dff8a12db8afdeeffaa2138c

da86fbc7

21 Mar, 2023 6 commits

Add SquimSubjective Model (#3189) · a8a16238

Zhaoheng Ni authored Mar 21, 2023

Summary:
Add model architecture and factory functions for `SquimSubjective` which predicts subjective evaluation metric scores (e.g. MOS) for speech enhancement task.

Pull Request resolved: https://github.com/pytorch/audio/pull/3189

Reviewed By: mthrok

Differential Revision: D44267255

Pulled By: nateanl

fbshipit-source-id: f8060398b14c625b38ea1bb2417f61aeaec3f1db

a8a16238

Update prototype Conformer doc & docstring (#3191) · f8d8ffb5

moto authored Mar 21, 2023

Summary:
To suppress local warning of flake8 <120

Pull Request resolved: https://github.com/pytorch/audio/pull/3191

Reviewed By: nateanl

Differential Revision: D44263027

Pulled By: mthrok

fbshipit-source-id: b3e48dba21fc5c9813f07e624a93f38a68956c6e

f8d8ffb5

Default to float64 for cumsum in oscillator_bank (#3083) · 3bd769f8

moto authored Mar 21, 2023

Summary:
oscillator_bank perform cumsum on large number of elements and typically, float32 is not good enough.

This PR makes the cumsum operation default to float64, so that the result is better.

Pull Request resolved: https://github.com/pytorch/audio/pull/3083

Reviewed By: nateanl

Differential Revision: D44257182

Pulled By: mthrok

fbshipit-source-id: a38a465d33559a415e8c744e61292f4fab64b0e1

3bd769f8

Fix style issue in io module (#3190) · 28192ff4

moto authored Mar 21, 2023

Summary:
Fixes the issue
https://app.circleci.com/pipelines/github/pytorch/audio/15501/workflows/ebaa2c87-efc3-44a8-b86d-5a3b99870588/jobs/1164478

Pull Request resolved: https://github.com/pytorch/audio/pull/3190

Reviewed By: nateanl

Differential Revision: D44263564

Pulled By: mthrok

fbshipit-source-id: e610be3a91888c859ebdc31081b2d1ba9d61737e

28192ff4

Use keyword arguments for librosa.filters.mel in HiFiGAN unit test (#3185) · 9640757f

Zhaoheng Ni authored Mar 21, 2023

Summary:
In librosa 0.10 release, positional arguments are deprecated (see https://github.com/librosa/librosa/pull/1521 for details). The PR fixes the HiFiGAN unit test by using keyword arguments for `librosa.filters.mel` function.

Pull Request resolved: https://github.com/pytorch/audio/pull/3185

Reviewed By: mthrok

Differential Revision: D44218852

Pulled By: nateanl

fbshipit-source-id: 6171f7bec6a2144917697c1d640e701d95ec60d7

9640757f

Refactor the internal of StreamReader (#3188) · f6e3d070

Moto Hira authored Mar 21, 2023

Summary:
Pull Request resolved: https://github.com/pytorch/audio/pull/3188

Refactor the process after decoding in StreamRader.

The post-decode process consists of three parts,
1. preprocessing using FilterGraph
2. conversion to Tensor
3. store in Buffer

The FilterGraph class is a thin wrapper around AVFilterGraph
structure from FFmpeg and it is agnostic to media type. However
Tensor conversion and buffering consists of bunch of different
logics.

Currently, conversion process is abstracted away with
template, i.e. `template<typename Conversion> Buffer`, and the whole
process is implemeted in Sink class which consists of `FilterGraph`
and `Buffer` which internally contains Conversion logic, even
though conversion logic and buffer have nothing in common and beter
logically separated.

The new implementation replaces `Sink` class with `IPostDecodeProcess`
interface, which contains the three components.
The different post process is implemented as a template argument of the
actual implementation, i.e.

```c++
template<typename Converter, typename Buffer>
ProcessImpl : IPostDecodeProcess
```

and stored as `unique_ptr<IPostDecodeProcess>` on `StreamProcessor`.
([functionoid pattern](https://isocpp.org/wiki/faq/pointers-to-members#functionoids), which allows to eliminate all the branching based on the media format.)

Note:
This implementation was not possible at the initial version of
StreamReader, as there was no way of knowing the media attributes coming out
of `AVFilterGraph`. https://github.com/pytorch/audio/pull/3155 and https://github.com/pytorch/audio/pull/3183
added features to parse it properly, so we can finally make the post processing strongly-typed.

Reviewed By: hwangjeff

Differential Revision: D44242647

fbshipit-source-id: 96b8c6c72a2b8af4fa86a9b02292c65078ee265b

f6e3d070

20 Mar, 2023 3 commits

Refactor StreamReader internals (#3184) · c17226a0

Moto Hira authored Mar 20, 2023

Summary:
Pull Request resolved: https://github.com/pytorch/audio/pull/3184

Tweak internals of StreamReader
1. Pass time_base to Buffer class so that
    * no need to pass frame_duration separately
    * Conversion of PTS to double type can be delayed until when it's popped
2. Merge `get_output_timebase` method into `get_output_stream_info`.
3. If filter description is not provided, fill in null filter at top-level StreamReader
4. Expose filer and filter description from Sink class to get rid of wrapper get methods.

Reviewed By: nateanl

Differential Revision: D44207976

fbshipit-source-id: f25ac9be69c9897e9dcec0c6e978f29b83b166e8

c17226a0

Fix GPU memory leak on StreamReader (#3186) · 9533d300

Moto Hira authored Mar 20, 2023

Summary:
Pull Request resolved: https://github.com/pytorch/audio/pull/3186

Fix the GPU memory leak introduced in https://github.com/pytorch/audio/pull/3183

The HW frames context is owned by AVCodecContext.
The removed `av_buffer_ref` call increased the ferenrence counting unnecessarily,
and prevented AVCodecContext from feeing the resource.

(Note: this ignores all push blocking failures!)

Reviewed By: nateanl

Differential Revision: D44231876

fbshipit-source-id: 9be2c33049dd02a3fa82a85271de7fb62e5b09ea

9533d300

Support CUDA frame in FilterGraph (#3183) · c5b96558

moto authored Mar 20, 2023

Summary:
This commit adds CUDA frame support to FilterGraph

It initializes and attaches CUDA frames context to FilterGraph,
so that CUDA frames can be processed in FilterGraph.

As a result, it enables
1. CUDA filter support such as `scale_cuda`
2. Properly retrieve the pixel format coming out of FilterGraph when
   CUDA HW acceleration is enabled. (currently it is reported as "cuda")

Resolves https://github.com/pytorch/audio/issues/3159

Pull Request resolved: https://github.com/pytorch/audio/pull/3183

Reviewed By: hwangjeff

Differential Revision: D44183722

Pulled By: mthrok

fbshipit-source-id: 522d21039c361ddfaa87fa89cf49c19d210ac62f

c5b96558

17 Mar, 2023 4 commits

Cache HW device context (#3178) · 0c8c138c

moto authored Mar 17, 2023

Summary:
TODO: add cache release

Pull Request resolved: https://github.com/pytorch/audio/pull/3178

Reviewed By: hwangjeff

Differential Revision: D44136275

Pulled By: mthrok

fbshipit-source-id: 4eaf646fe17a469e8bbbdf43441d5532f9f8461d

0c8c138c

Bump version to 2.1 (#3181) · 59f067b7

moto authored Mar 17, 2023

Summary: Pull Request resolved: https://github.com/pytorch/audio/pull/3181

Reviewed By: nateanl

Differential Revision: D44167788

Pulled By: mthrok

fbshipit-source-id: 375293df836456adc40020d323efbc0aebc60d83

59f067b7

Update compatibility matrix (#3182) · b2e07b58

moto authored Mar 17, 2023

Summary: Pull Request resolved: https://github.com/pytorch/audio/pull/3182

Reviewed By: nateanl

Differential Revision: D44167810

Pulled By: mthrok

fbshipit-source-id: 6ecbae54224ef7ba32835e4006aa5f2dc16b9acb

b2e07b58

Add EncodingConfig (#3179) · 9bb35070

moto authored Mar 16, 2023

Summary:
Adds config object `EncodingConfig` and modifies `StreamWriter` to allow for passing in additional encoder configuration parameters, e.g. bit rate and compression level.

Pull Request resolved: https://github.com/pytorch/audio/pull/3179

Pull Request resolved: https://github.com/pytorch/audio/pull/3164

Reviewed By: mthrok

Differential Revision: D43861413

Pulled By: hwangjeff

fbshipit-source-id: c1682cb2f6e682ab6f1a506511d2be7c7b254161

9bb35070

16 Mar, 2023 2 commits

Fix initialization of `get_trellis`. (#3172) · a6b34a5d

jiyuntu-eero authored Mar 16, 2023

Summary:
Fix https://github.com/pytorch/audio/issues/3166. In `get_trellis` method, the index of blank symbol is regarded as 0 by default. It should be changed to `blank_id`.

Pull Request resolved: https://github.com/pytorch/audio/pull/3172

Reviewed By: mthrok

Differential Revision: D44090889

Pulled By: nateanl

fbshipit-source-id: d119f4ded895d31aeefd59f8d975224870100264

a6b34a5d

Refactor Tensor conversion in StreamReader (#3170) · 014d7140

moto authored Mar 15, 2023

Summary:
Currently, when the Buffer converts AVFrame* to torch::Tensor,
it checks the format at each time a frame is passed, and
perform the conversion.

This commit changes it so that the conversion operation is
pre-instantiated at the time outside stream is configured.

It introduces Converter implementations for various formats,
and use template to embed them in Buffer class.
This way, branching like if/switch are eliminated from
decoding path.

Pull Request resolved: https://github.com/pytorch/audio/pull/3170

Reviewed By: xiaohui-zhang

Differential Revision: D44048293

Pulled By: mthrok

fbshipit-source-id: 30d8b240a5695d7513f499ce17853f2f0ffcab9f

014d7140

15 Mar, 2023 2 commits

Enhance UX on TorchAudio pages to improve awareness of doc versioning (#3167) · 92f2ea89

Carl Parker authored Mar 15, 2023

Summary:
- Boldface the version-selection UX and increase size by three percent.
- Add text to breadcrumbs to indicate version and stability.
- New `breadcrumbs.html` in `_templates` overrides Sphinx version.

I create a new variable in `conf.py`, **version_stable**, which has the version number for the most-recent stable release. I define this variable in the **html_context** dictionary so that it is visible to the templates.

I use this approach because I was not able to find any other way of discerning the current stable release during the build. Note that the `versions.html` file--which identifies the current stable release--appears to be available only in the **gh-pages** branch and so it is not available at build time.

However, this means that someone will need to update `conf.py` whenever the current stable release changes.

Pull Request resolved: https://github.com/pytorch/audio/pull/3167

Reviewed By: mthrok

Differential Revision: D44112224

Pulled By: carljparker

fbshipit-source-id: e76f5cb6734a784d161342964459577aa9b64cac

92f2ea89

Fix MFCC autograd test (#3169) · ee0b97f2

Zhaoheng Ni authored Mar 14, 2023

Summary:
Autograd test randomly fails for MFCC transform. Fix it by increasing `nondet_tol` to `1e-10`.

Pull Request resolved: https://github.com/pytorch/audio/pull/3169

Reviewed By: xiaohui-zhang, mthrok

Differential Revision: D44069673

Pulled By: nateanl

fbshipit-source-id: addafefe381104e778b09bfbaafb322df1d9054c

ee0b97f2

14 Mar, 2023 2 commits

Add documentation introducing I/O backend revision (#3147) · 6a8ed4a2

hwangjeff authored Mar 14, 2023

Summary:
Adds documentation that introduces forthcoming I/O backend revision and provides enablement directions for the current release.

Doc pages:
https://output.circle-artifacts.com/output/job/9c0e5a49-eaf4-404c-b910-ca1b18bb289b/artifacts/0/docs/torchaudio.html

Pull Request resolved: https://github.com/pytorch/audio/pull/3147

Reviewed By: mthrok

Differential Revision: D43824019

Pulled By: hwangjeff

fbshipit-source-id: ad21d60c7e8f69f64859c56a8ca75735ddc22e40

6a8ed4a2

Update compatibility matrix (#3168) · 10aec5bd

Zhaoheng Ni authored Mar 14, 2023

Summary:
Add `2.0.0` release to the compatibility matrix

Pull Request resolved: https://github.com/pytorch/audio/pull/3168

Reviewed By: mthrok

Differential Revision: D44059197

Pulled By: nateanl

fbshipit-source-id: a2830d059be90eddeab72b30e85cdfc393369bf8

10aec5bd

09 Mar, 2023 2 commits

Refactor StreamReader - let StreamProcessor own codec context (#3157) · a8f4e97b

Moto Hira authored Mar 09, 2023

Summary:
Pull Request resolved: https://github.com/pytorch/audio/pull/3157

AVCodecContext plays central role in decoding and encoding.
Currently in StreamReader, the object is owned inside of Decoder class
and it's not accessible from other objects.

This commit move the ownership of AVCodecContext out of Decoder to
StreamProcessor class so that other components can check access its field.

Also, the Decoder class, which is super thin wrapper around AVCodecContext
object, is now absorbed to StreamProcessor class.

Reviewed By: xiaohui-zhang

Differential Revision: D43924664

fbshipit-source-id: e53254955d9ce16871e393bcd8bb2794ce6a51ff

a8f4e97b

Remove private helper methods from StreamReader (#3156) · 430dd17c

Moto Hira authored Mar 08, 2023

Summary:
Pull Request resolved: https://github.com/pytorch/audio/pull/3156

Remove helper methods that are not worthy of being private method

Reviewed By: xiaohui-zhang

Differential Revision: D43919385

fbshipit-source-id: 2ce4efaf5ec9418076e78c7ce1f842e0dd7e3028

430dd17c

08 Mar, 2023 3 commits

Fix documentation of functional and transforms (#3134) · 85cb37e2

cai525 authored Mar 08, 2023

Summary:
Address #3101. The documentation for `power=1` should represent magnitude instead of energy.

Pull Request resolved: https://github.com/pytorch/audio/pull/3134

Reviewed By: mthrok

Differential Revision: D43910652

Pulled By: nateanl

fbshipit-source-id: e0768438e819222a5dde6b86c5123ab0e8af59fb

85cb37e2

Include format information after filter (#3155) · 146195d8

moto authored Mar 08, 2023

Summary:
This commit adds fields to OutputStream, which shows the result
of fitlers, such as width and height after filtering.

Before

```
OutputStream(
    source_index=0,
    filter_description='fps=3,scale=width=320:height=320,format=pix_fmts=gray')
```

After

```
OutputVideoStream(
    source_index=0,
    filter_description='fps=3,scale=width=320:height=320,format=pix_fmts=gray',
    media_type='video',
    format='gray',
    width=320,
    height=320,
    frame_rate=3.0)
```

Pull Request resolved: https://github.com/pytorch/audio/pull/3155

Reviewed By: nateanl

Differential Revision: D43882399

Pulled By: mthrok

fbshipit-source-id: 620676b1a06f293fdd56de8203a11120f228fa2d

146195d8

Support overwriting PTS in StreamWriter (#3135) · 8d2f6f8d

moto authored Mar 08, 2023

Summary: Pull Request resolved: https://github.com/pytorch/audio/pull/3135

Reviewed By: xiaohui-zhang

Differential Revision: D43724273

Pulled By: mthrok

fbshipit-source-id: 9b52823618948945a26e57d5b3deccbf5f9268c1

8d2f6f8d

07 Mar, 2023 5 commits

Resolve the usage of deprecated method (#3149) · 3212a257

moto authored Mar 07, 2023

Summary:
FFmpeg 5 introduced a new API for channel configuration and channel_layout is deprecated.

This commit fixes one of the deprecated messages.

Pull Request resolved: https://github.com/pytorch/audio/pull/3149

Reviewed By: nateanl

Differential Revision: D43874808

Pulled By: mthrok

fbshipit-source-id: 3e76e8c8f1f34758b1014a426e77260e663b18ee

3212a257

Use deterministic algorithms for filtfilt autograd tests (#3150) · 1923be04

Zhaoheng Ni authored Mar 07, 2023

Summary:
`filtfilt` function uses `lfilter`, which calls `conv_1d` operation internally. `conv_1d` is expected to have autograd test failures (see https://pytorch.org/docs/stable/generated/torch.use_deterministic_algorithms.html). The PR uses deterministic algorithms in the autograd tests to make `filtfilt` related tests pass.

Pull Request resolved: https://github.com/pytorch/audio/pull/3150

Reviewed By: mthrok

Differential Revision: D43872977

Pulled By: nateanl

fbshipit-source-id: c3d6ec281f34db8a7092526ccb245797bf2338da

1923be04

Fix LFCC autograd test (#3154) · 67a49f3c

Zhaoheng Ni authored Mar 07, 2023

Summary:
Autograd test randomly failed on gpu linux machine. Increase `nondet_tol` to make it pass.

Pull Request resolved: https://github.com/pytorch/audio/pull/3154

Reviewed By: mthrok

Differential Revision: D43873028

Pulled By: nateanl

fbshipit-source-id: a6668c47967a085e5eafb00e2dd4e61b2b46412e

67a49f3c

Raise an error is StreamWriter is not opened (#3152) · 502d5811

Moto Hira authored Mar 07, 2023

Summary:
Pull Request resolved: https://github.com/pytorch/audio/pull/3152

In StreamWriter, if the destination is not opened when attempting to write data, it causes segmentation fault.
This commit adds guard so that instead of segfault, it will error-out.

Reviewed By: nateanl

Differential Revision: D43852649

fbshipit-source-id: aef5db7c1508f8a7db5834c2ab6de3cad09f9d60

502d5811

Fix Adam and AdamW initializers in wav2letter example (#3145) · cea12eaf

Maciej Torhan authored Mar 06, 2023

Summary:
In wav2letter example there is passed `momentum` to `Adam` and `AdamW` initializer, which is not a correct parameter. To fix that we need to add `beta_1` and `beta_2` to arguments and replace `momentum` with them. I also added `eps` similar to `Adadelta` initializer.

Pull Request resolved: https://github.com/pytorch/audio/pull/3145

Reviewed By: mthrok

Differential Revision: D43847713

Pulled By: nateanl

fbshipit-source-id: 94f7c48232fabf520cfce81471694cb545d160c6

cea12eaf