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data2vec v2.0#4903

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alexeib merged 35 commits intomainfrom
d2v2
Dec 12, 2022
Merged

data2vec v2.0#4903
alexeib merged 35 commits intomainfrom
d2v2

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@alexeib alexeib commented Dec 12, 2022

This PR contains all changes necessary for training and inference of data2vec 2.0

@alexeib alexeib requested review from jmp84 and kahne as code owners December 12, 2022 16:43
@alexeib alexeib requested review from arbabu123, michaelauli and wnhsu and removed request for jmp84 and kahne December 12, 2022 16:43
@alexeib alexeib merged commit d871f61 into main Dec 12, 2022
cbalioglu pushed a commit that referenced this pull request Feb 23, 2023
* fix imports referencing moved metrics.py file

* Make representation computation branchless in TransformerEncoderBase (#4818)

Summary:
We want to make the computation branchless here because fairseq code may be
exported and traced for deployment purposes, and tracing mechanisms can
break the correctness for a captured program if it's dependent on input data.
In this diff we try to rewrite the code to remove one branch so that tracer
can proceed here and preserve the correct semantics of the model.

Test Plan:
CI

Reviewers:

Subscribers:

Tasks:

Tags:

* Fix Torchscript typing in transformer_encoder.py (#4847)

* Add Generative Spoken Dialogue Language Modeling (#4879)

* Update deprecated torch.qr in glow.py example (#4685)

torch.qr is deprecated for a long time and is being removed by pytorch/pytorch#70989.

This PR makes the example compatible with new and old PyTorch versions.

* Emotion Conversion Paper Open Source (#4895)

* data2vec v2.0 (#4903)

data2v2c 2.0
Co-authored-by: Arun Babu <arbabu@fb.com>
Co-authored-by: Wei-Ning Hsu <wnhsu@csail.mit.edu>

* remove missing config entries when loading task from checkpoint (#4905)

* make apex optional (#4906)

* Add file to generate manifests for stop dataset. (#4891)

* Update STOP dataset README to include proper link. (#4892)

* Update README.md (#4893)

* using foreach to reduce kernel (#4904)

* using foreach to reduce kernel

* set reproducibility to looser threshold

* revert optimzer

* update

* update

* update

* update

* update

* update

* update

Co-authored-by: juntengjia <juntengjia@fb.com>

* Update README.md to add data2vec blog post (#4913)

* Update README.md

* Update config to fix circleci failure (#4949)

https://app.circleci.com/pipelines/github/fairinternal/fairseq-py/12635/workflows/3befbae2-79c4-458d-9fc4-aad4484183b4/jobs/26767

* Generative Spoken Dialogue Language Modeling Paper Open Source (#4957)

* wav2vec2_laser (#4968)

* ASR BLEU tool copied from ust branch into main (#4914)

* Add transcript option for asr-bleu (#4981)

---------

Co-authored-by: zhxchen17 <zhxchen17@outlook.com>
Co-authored-by: zhxchen17 <zhxchen17@fb.com>
Co-authored-by: Nguyen Tu Anh <nguyentuanh208@gmail.com>
Co-authored-by: Sergii Dymchenko <kit1980@gmail.com>
Co-authored-by: Felix Kreuk <felixkreuk@gmail.com>
Co-authored-by: Alexei Baevski <alexei.b@gmail.com>
Co-authored-by: padentomasello <pdtomasello@gmail.com>
Co-authored-by: Junteng Jia <juntengjia@hotmail.com>
Co-authored-by: juntengjia <juntengjia@fb.com>
Co-authored-by: arbabu123 <arbabu@fb.com>
Co-authored-by: dianaml0 <82468439+dianaml0@users.noreply.github.com>
Co-authored-by: Pierre Andrews <mortimer@fb.com>
Co-authored-by: Ilia Kulikov <kulikov@cs.nyu.edu>
Co-authored-by: Xutai Ma <xutaima@gmail.com>
lwb2099 pushed a commit to lwb2099/fairseq that referenced this pull request Apr 26, 2023
data2v2c 2.0
Co-authored-by: Arun Babu <arbabu@fb.com>
Co-authored-by: Wei-Ning Hsu <wnhsu@csail.mit.edu>
lwb2099 pushed a commit to lwb2099/fairseq that referenced this pull request Apr 26, 2023
* fix imports referencing moved metrics.py file

* Make representation computation branchless in TransformerEncoderBase (facebookresearch#4818)

Summary:
We want to make the computation branchless here because fairseq code may be
exported and traced for deployment purposes, and tracing mechanisms can
break the correctness for a captured program if it's dependent on input data.
In this diff we try to rewrite the code to remove one branch so that tracer
can proceed here and preserve the correct semantics of the model.

Test Plan:
CI

Reviewers:

Subscribers:

Tasks:

Tags:

* Fix Torchscript typing in transformer_encoder.py (facebookresearch#4847)

* Add Generative Spoken Dialogue Language Modeling (facebookresearch#4879)

* Update deprecated torch.qr in glow.py example (facebookresearch#4685)

torch.qr is deprecated for a long time and is being removed by pytorch/pytorch#70989.

This PR makes the example compatible with new and old PyTorch versions.

* Emotion Conversion Paper Open Source (facebookresearch#4895)

* data2vec v2.0 (facebookresearch#4903)

data2v2c 2.0
Co-authored-by: Arun Babu <arbabu@fb.com>
Co-authored-by: Wei-Ning Hsu <wnhsu@csail.mit.edu>

* remove missing config entries when loading task from checkpoint (facebookresearch#4905)

* make apex optional (facebookresearch#4906)

* Add file to generate manifests for stop dataset. (facebookresearch#4891)

* Update STOP dataset README to include proper link. (facebookresearch#4892)

* Update README.md (facebookresearch#4893)

* using foreach to reduce kernel (facebookresearch#4904)

* using foreach to reduce kernel

* set reproducibility to looser threshold

* revert optimzer

* update

* update

* update

* update

* update

* update

* update

Co-authored-by: juntengjia <juntengjia@fb.com>

* Update README.md to add data2vec blog post (facebookresearch#4913)

* Update README.md

* Update config to fix circleci failure (facebookresearch#4949)

https://app.circleci.com/pipelines/github/fairinternal/fairseq-py/12635/workflows/3befbae2-79c4-458d-9fc4-aad4484183b4/jobs/26767

* Generative Spoken Dialogue Language Modeling Paper Open Source (facebookresearch#4957)

* wav2vec2_laser (facebookresearch#4968)

* ASR BLEU tool copied from ust branch into main (facebookresearch#4914)

* Add transcript option for asr-bleu (facebookresearch#4981)

---------

Co-authored-by: zhxchen17 <zhxchen17@outlook.com>
Co-authored-by: zhxchen17 <zhxchen17@fb.com>
Co-authored-by: Nguyen Tu Anh <nguyentuanh208@gmail.com>
Co-authored-by: Sergii Dymchenko <kit1980@gmail.com>
Co-authored-by: Felix Kreuk <felixkreuk@gmail.com>
Co-authored-by: Alexei Baevski <alexei.b@gmail.com>
Co-authored-by: padentomasello <pdtomasello@gmail.com>
Co-authored-by: Junteng Jia <juntengjia@hotmail.com>
Co-authored-by: juntengjia <juntengjia@fb.com>
Co-authored-by: arbabu123 <arbabu@fb.com>
Co-authored-by: dianaml0 <82468439+dianaml0@users.noreply.github.com>
Co-authored-by: Pierre Andrews <mortimer@fb.com>
Co-authored-by: Ilia Kulikov <kulikov@cs.nyu.edu>
Co-authored-by: Xutai Ma <xutaima@gmail.com>
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4 participants