Update container to 22.05 #4329
Merged
Conversation
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Signed-off-by: ericharper <complex451@gmail.com>
|
/blossom-ci |
Signed-off-by: ericharper <complex451@gmail.com>
Signed-off-by: ericharper <complex451@gmail.com>
Signed-off-by: ericharper <complex451@gmail.com>
Signed-off-by: ericharper <complex451@gmail.com>
stevehuang52
pushed a commit
to stevehuang52/NeMo
that referenced
this pull request
Jun 8, 2022
* update container to 22.05 Signed-off-by: ericharper <complex451@gmail.com> * try adding safe directory Signed-off-by: ericharper <complex451@gmail.com> * try env var Signed-off-by: ericharper <complex451@gmail.com> * printenv Signed-off-by: ericharper <complex451@gmail.com> * try GIT_BRANCH Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * remove dbug statements Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: stevehuang52 <heh@nvidia.com>
stevehuang52
pushed a commit
to stevehuang52/NeMo
that referenced
this pull request
Jun 8, 2022
* update container to 22.05 Signed-off-by: ericharper <complex451@gmail.com> * try adding safe directory Signed-off-by: ericharper <complex451@gmail.com> * try env var Signed-off-by: ericharper <complex451@gmail.com> * printenv Signed-off-by: ericharper <complex451@gmail.com> * try GIT_BRANCH Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * remove dbug statements Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: stevehuang52 <heh@nvidia.com>
titu1994
added a commit
that referenced
this pull request
Jun 9, 2022
* Update container to 22.05 (#4329) * update container to 22.05 Signed-off-by: ericharper <complex451@gmail.com> * try adding safe directory Signed-off-by: ericharper <complex451@gmail.com> * try env var Signed-off-by: ericharper <complex451@gmail.com> * printenv Signed-off-by: ericharper <complex451@gmail.com> * try GIT_BRANCH Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * remove dbug statements Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: stevehuang52 <heh@nvidia.com> * Merge r1.9.0 main (#4331) * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix doc (#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * notebooks' link, typo and import fix (#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * update speaker docs (#4164) * update speaker docs Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * chunks -> segments Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Khz -> kHz Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * small fix (#4180) Signed-off-by: fayejf <fayejf07@gmail.com> * fix the server key value problem (#4196) Signed-off-by: Yi Dong <yidong@nvidia.com> * Fix/punctuation/trainer required for setting test data (#4199) * Draft of fix Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add warnings and replace globa_step with current_epoch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Small improvements to warnings Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Error and warning messages improvements Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Replace self.trainer with self._trainer Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Update ContextNet version (#4207) Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix bugs for dialogue tutorial (#4211) Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4214) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Add docs for Thutmose Tagger (#4173) * Add docs for Thutmose Tagger Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * add level in docs Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * delete folder to avoid error with running when folder exists from previous run Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> * Dialogue tutorial fix (#4218) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4221) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * fix syntax error in ipynb-file (#4228) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix json serialize (#4235) Signed-off-by: Yi Dong <yidong@nvidia.com> * Prompt Learning Typo Fixes (#4238) * Prompt tuning notebook typo fixes Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update tutorials.rst * Update prompt_learning.rst * Update prompt_learning.rst * fixing bug 3642622 (#4250) * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> * fix broken link in the tutorial (#4257) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * Typo fix, branch change, better download messagae (#4262) Signed-off-by: Virginia Adams <vadams@nvidia.com> * Raise error if bicleaner is not installed in NMT Data preprocesing notebook (#4264) * Raise error if bicleaner is not installed Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Clear cells Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix missing validation dataset, whitelist certain keywords for datasets (#4269) * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update asr configs with num_workers and pin_memory (#4270) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix epoch end (#4265) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Eric Harper <complex451@gmail.com> * Set Save on train end to false (#4274) * Set Save on train end to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update prompt_learning.rst * Update prompt_learning.rst * Update YAML (#4261) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Updated config to fix CI test OOM error (#4279) * Updated config to fix CI test issue Signed-off-by: Virginia Adams <vadams@nvidia.com> * Increased num workers Signed-off-by: Virginia Adams <vadams@nvidia.com> * verbose k2 install, skip if failed (#4289) Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> * Changed total virtual prompt tokens (#4295) * Changed total virtual prompt tokens Signed-off-by: Virginia Adams <vadams@nvidia.com> * put number of workers back Signed-off-by: Virginia Adams <vadams@nvidia.com> * upper bound lightning Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * update config Signed-off-by: ericharper <complex451@gmail.com> * remove duplicate test Signed-off-by: ericharper <complex451@gmail.com> * fix tn test cases Signed-off-by: ericharper <complex451@gmail.com> * add another safe.directory Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: stevehuang52 <heh@nvidia.com> * fix full_randn bucket hang Signed-off-by: stevehuang52 <heh@nvidia.com> * remove unused variables Signed-off-by: stevehuang52 <heh@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com>
titu1994
added a commit
to titu1994/NeMo
that referenced
this pull request
Jun 21, 2022
* Update container to 22.05 (NVIDIA#4329) * update container to 22.05 Signed-off-by: ericharper <complex451@gmail.com> * try adding safe directory Signed-off-by: ericharper <complex451@gmail.com> * try env var Signed-off-by: ericharper <complex451@gmail.com> * printenv Signed-off-by: ericharper <complex451@gmail.com> * try GIT_BRANCH Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * remove dbug statements Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: stevehuang52 <heh@nvidia.com> * Merge r1.9.0 main (NVIDIA#4331) * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * cleaned up TN/ ITN doc (NVIDIA#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (NVIDIA#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix doc (NVIDIA#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (NVIDIA#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (NVIDIA#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (NVIDIA#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (NVIDIA#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * notebooks' link, typo and import fix (NVIDIA#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * update speaker docs (NVIDIA#4164) * update speaker docs Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * chunks -> segments Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Khz -> kHz Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * small fix (NVIDIA#4180) Signed-off-by: fayejf <fayejf07@gmail.com> * fix the server key value problem (NVIDIA#4196) Signed-off-by: Yi Dong <yidong@nvidia.com> * Fix/punctuation/trainer required for setting test data (NVIDIA#4199) * Draft of fix Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add warnings and replace globa_step with current_epoch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Small improvements to warnings Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Error and warning messages improvements Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Replace self.trainer with self._trainer Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Update ContextNet version (NVIDIA#4207) Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix bugs for dialogue tutorial (NVIDIA#4211) Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (NVIDIA#4214) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Add docs for Thutmose Tagger (NVIDIA#4173) * Add docs for Thutmose Tagger Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * add level in docs Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * delete folder to avoid error with running when folder exists from previous run Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> * Dialogue tutorial fix (NVIDIA#4218) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (NVIDIA#4221) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * fix syntax error in ipynb-file (NVIDIA#4228) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix json serialize (NVIDIA#4235) Signed-off-by: Yi Dong <yidong@nvidia.com> * Prompt Learning Typo Fixes (NVIDIA#4238) * Prompt tuning notebook typo fixes Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update tutorials.rst * Update prompt_learning.rst * Update prompt_learning.rst * fixing bug 3642622 (NVIDIA#4250) * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> * fix broken link in the tutorial (NVIDIA#4257) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * Typo fix, branch change, better download messagae (NVIDIA#4262) Signed-off-by: Virginia Adams <vadams@nvidia.com> * Raise error if bicleaner is not installed in NMT Data preprocesing notebook (NVIDIA#4264) * Raise error if bicleaner is not installed Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Clear cells Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix missing validation dataset, whitelist certain keywords for datasets (NVIDIA#4269) * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update asr configs with num_workers and pin_memory (NVIDIA#4270) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix epoch end (NVIDIA#4265) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Eric Harper <complex451@gmail.com> * Set Save on train end to false (NVIDIA#4274) * Set Save on train end to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update prompt_learning.rst * Update prompt_learning.rst * Update YAML (NVIDIA#4261) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Updated config to fix CI test OOM error (NVIDIA#4279) * Updated config to fix CI test issue Signed-off-by: Virginia Adams <vadams@nvidia.com> * Increased num workers Signed-off-by: Virginia Adams <vadams@nvidia.com> * verbose k2 install, skip if failed (NVIDIA#4289) Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> * Changed total virtual prompt tokens (NVIDIA#4295) * Changed total virtual prompt tokens Signed-off-by: Virginia Adams <vadams@nvidia.com> * put number of workers back Signed-off-by: Virginia Adams <vadams@nvidia.com> * upper bound lightning Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * update config Signed-off-by: ericharper <complex451@gmail.com> * remove duplicate test Signed-off-by: ericharper <complex451@gmail.com> * fix tn test cases Signed-off-by: ericharper <complex451@gmail.com> * add another safe.directory Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: stevehuang52 <heh@nvidia.com> * fix full_randn bucket hang Signed-off-by: stevehuang52 <heh@nvidia.com> * remove unused variables Signed-off-by: stevehuang52 <heh@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com>
fayejf
added a commit
that referenced
this pull request
Aug 23, 2022
* stateless RNNT working Signed-off-by: Hainan Xu <hainanx@nvidia.com> * batch decode working Signed-off-by: Hainan Xu <hainanx@nvidia.com> * working backup Signed-off-by: Hainan Xu <hainanx@nvidia.com> * good working version Signed-off-by: Hainan Xu <hainanx@nvidia.com> * temporarily make norm layer have affine Signed-off-by: Hainan Xu <hainanx@nvidia.com> * temp Signed-off-by: Hainan Xu <hainanx@nvidia.com> * temp Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] add staticmethod decoration for BetaBinomialInterpolator (#4319) Signed-off-by: Xuesong Yang <xuesongyxs@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] remove redundant lines and declare global variables and capture (#4320) exception of non-supported windows. Signed-off-by: Xuesong Yang <xuesongyxs@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Finetune T5 on the prefix-lm objective (#4328) * Add script and yaml config Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix yaml config Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Style Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Update yaml to remove hardcoded model path Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Fuse bias with geglu in ParallelMLP (#4213) * add code of fused_bias_geglu * call fused_bias_geglu in ParallelMLP * fix some bugs * change biad_gelu_activation to bias_activation_fusion * fix the setting of bias_actication_fusion for T5 * delete bias_gelu_fusion from T5 example config * push reformatted files * hto4h gemms fusion * remove hto4h gemms fusion * push reformatted files * disable bias_activation_fusion while activation is not geglu * add bias_activation_fusion in yaml config file * add bias_gelu_fusion in T5 config yaml file to pass CI test * change bias_gelu_fusion to bias_activation_fusion for T5 CI test * recover latest change Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Support larger datasets for question answering (#4205) * refactor dialogue state tracking for modelling/dataset interoperability Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style changes Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style raised by lgtm Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style formatting Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update template to include description of intent Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * changes based on requests in review Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add compatibility with assistant dataset Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove dialogue_state_tracking Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update huggingface utils for dialogue Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * rename dialogue_state_tracking_hybrid to dialogue_state_tracking_sgdqa Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix nemo/collections/nlp/models/dialogue_state_tracking_sgdqa/__init__.py Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add docstrings for assistant data processsor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins for SGDGEN local checkpoint Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * use local vocab file for Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * patch for Jenkins CI using local file Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add slot filling prediction and metrics Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused code Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * refactor metrics code out of Dialogue GPT Model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate backward compatible support for IntentSlotClassificationModel (bert model) Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * save prediction file for IntentSlotClassification Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue gpt model training for megatron gpt Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove batch generate for HF GPT2, which causes lower performance Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add few shot capability to dialogue gpt model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile and remove unused import Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update code description and clarity Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address PR comments Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate compatibility with ZeroShotIntentModel Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * rename folder to dialogue due to increased scope and further refactor for clarity Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * added dialogue GPT for sequence generation task (e.g. answer extender) Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add CI test for DialogueGPTGenerationModel Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate DialogueS2SGenerationModel for generation task (e.g. answer extender) Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * modify huggingface utils to support HF t5/BART models Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused imports Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update bleu metric Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix bleu metric style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * debug bleu metric Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * debug bleu metric Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update based on PR #3893 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update 2 based on PR #3893 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update 3 based on PR #3893 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate sgd generation based on user user utterance and system slot-values to generate system utterance Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add validation model saving capabilities Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * cleaned up code for SGD Based Answer extender Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Dialogue Generation CI Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix Jenkins CI issue" Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add support for design dataset Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unnecessary imports Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * support megatron for dialogue_s2s_generation_model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * reduce loaded samples in MSMarcoDataProcessor to 64 when cfg.model.dataset.debug_mode=True Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update CI Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update checkpoint and predictions filename to include epoch number Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate HF BART MNLI into zero shot intent model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate Dialogue Nearest Neighbour Model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * refactor Dialogue SGD Data Processor to make interface for models cleaner Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Dialogue S2S Generation model for DialogueSGDDataProcessor interface Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * support sgd and drive thru datasets by zero shot model and nearest neighbour model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add prediction saving code to nearest neighbour and zero shot intent models Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo in sgd data processor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate Dialogue Mellon QA Data Processor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update mellon qa Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue.py to remove outdated info Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue_config.yaml Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue_config.yaml Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add dialogue docs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address review comments Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix for cfg Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * make dependency on apex optional Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * change NLPDDPluggin calling logic to make it possible to run without apex Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add first draft of tutorial Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * reduce ms marco size by removing lines without wellFormedAnswers Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address pr comments Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update colab tutorial link in dialogue docs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * include unit test and some refactor to facilitate unit test Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address pr issues Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove typos in dialogue tutorial Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * support larger files for question answering Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unnecessary artifacts to reduce memory use Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * put 0 tensor to device Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update link within dialogue tutorial Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * restore previously delete files Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error handling when loss = nan Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update nan handling Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update spanning loss func Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update spanning loss Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix type error raised in qa_dataset.py Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add error checking message Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert back to float32 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert back to float32 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update exp logging Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update loading of large file from pickle to json Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update loading of large file from pickle to json Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * limit number of negative samples Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert post processing Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert post processing Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused methods and style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add more documentation Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused imports Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * changes base on PR review Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> Co-authored-by: Zhilin Wang <zhilinw@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Fix bugs in indexed dataset exam script (#4325) * fix the typo Signed-off-by: Yi Dong <yidong@nvidia.com> * add neighbors option Signed-off-by: Yi Dong <yidong@nvidia.com> * change the argument name Signed-off-by: Yi Dong <yidong@nvidia.com> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Adding docs for ASR SSL (#4303) * Initial commit for SSL docs Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> * ssl docs update-1 Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> * ssl docs update-2 Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> Co-authored-by: Krishna Puvvada <kpuvvada@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Fuse grad division into async grad allreduce (#4327) * O2 runs but O1 does not Signed-off-by: ericharper <complex451@gmail.com> * disable async for O1 Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * update async flag in configure_optimizers Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * update _require if using async Signed-off-by: ericharper <complex451@gmail.com> * clean comments Signed-off-by: ericharper <complex451@gmail.com> * always all_reduce Signed-off-by: ericharper <complex451@gmail.com> * add async grad allreduce and chunk optimization to T5 * push reformatted files after style check * set chunk size as 0 while async grad allreduce is off * more experiments show that 125MB is a better default chunk size for most cases * add grad_allreduce_chunk_size_mb for GPT-3 * at the end of each training step, wait until all async grad allreduce works are done * replace individual allreduce work.wait() with a single dGPU evice synchroonization * add code of fused_bias_geglu * call fused_bias_geglu in ParallelMLP * record the status of each allreduce work seems too much for perf * add more comments * push a reformatted file * fix some bugs * change biad_gelu_activation to bias_activation_fusion * fix the setting of bias_actication_fusion for T5 * delete bias_gelu_fusion from T5 example config * push reformatted files * fuse grad scale with allreduce * push reformatted files * hto4h gemms fusion * remove hto4h gemms fusion * add grad_scale_ar_fusion into GPT-3 * push reformatted files * push reformatted files * rename grad_scale_ar_fusion to grad_div_ar_fusion * disable bias_activation_fusion while activation is not geglu * add bias_activation_fusion in yaml config file * add bias_gelu_fusion in T5 config yaml file to pass CI test * change bias_gelu_fusion to bias_activation_fusion for T5 CI test * recover latest change * add grad_div_ar_fusion in config yaml file * remove a redundant float() Co-authored-by: ericharper <complex451@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Update container to 22.05 (#4329) * update container to 22.05 Signed-off-by: ericharper <complex451@gmail.com> * try adding safe directory Signed-off-by: ericharper <complex451@gmail.com> * try env var Signed-off-by: ericharper <complex451@gmail.com> * printenv Signed-off-by: ericharper <complex451@gmail.com> * try GIT_BRANCH Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * remove dbug statements Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Torchaudio installation fix (#4330) * separate installer added Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> * apply suggestions, minor fixes Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] enforced pin_memory = True (#4341) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Merge r1.9.0 main (#4331) * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix doc (#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * notebooks' link, typo and import fix (#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * update speaker docs (#4164) * update speaker docs Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * chunks -> segments Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Khz -> kHz Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * small fix (#4180) Signed-off-by: fayejf <fayejf07@gmail.com> * fix the server key value problem (#4196) Signed-off-by: Yi Dong <yidong@nvidia.com> * Fix/punctuation/trainer required for setting test data (#4199) * Draft of fix Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add warnings and replace globa_step with current_epoch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Small improvements to warnings Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Error and warning messages improvements Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Replace self.trainer with self._trainer Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Update ContextNet version (#4207) Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix bugs for dialogue tutorial (#4211) Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4214) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Add docs for Thutmose Tagger (#4173) * Add docs for Thutmose Tagger Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * add level in docs Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * delete folder to avoid error with running when folder exists from previous run Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> * Dialogue tutorial fix (#4218) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4221) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * fix syntax error in ipynb-file (#4228) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix json serialize (#4235) Signed-off-by: Yi Dong <yidong@nvidia.com> * Prompt Learning Typo Fixes (#4238) * Prompt tuning notebook typo fixes Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update tutorials.rst * Update prompt_learning.rst * Update prompt_learning.rst * fixing bug 3642622 (#4250) * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> * fix broken link in the tutorial (#4257) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * Typo fix, branch change, better download messagae (#4262) Signed-off-by: Virginia Adams <vadams@nvidia.com> * Raise error if bicleaner is not installed in NMT Data preprocesing notebook (#4264) * Raise error if bicleaner is not installed Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Clear cells Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix missing validation dataset, whitelist certain keywords for datasets (#4269) * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update asr configs with num_workers and pin_memory (#4270) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix epoch end (#4265) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Eric Harper <complex451@gmail.com> * Set Save on train end to false (#4274) * Set Save on train end to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update prompt_learning.rst * Update prompt_learning.rst * Update YAML (#4261) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Updated config to fix CI test OOM error (#4279) * Updated config to fix CI test issue Signed-off-by: Virginia Adams <vadams@nvidia.com> * Increased num workers Signed-off-by: Virginia Adams <vadams@nvidia.com> * verbose k2 install, skip if failed (#4289) Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> * Changed total virtual prompt tokens (#4295) * Changed total virtual prompt tokens Signed-off-by: Virginia Adams <vadams@nvidia.com> * put number of workers back Signed-off-by: Virginia Adams <vadams@nvidia.com> * upper bound lightning Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * update config Signed-off-by: ericharper <complex451@gmail.com> * remove duplicate test Signed-off-by: ericharper <complex451@gmail.com> * fix tn test cases Signed-off-by: ericharper <complex451@gmail.com> * add another safe.directory Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] Training Fastpitch on German text and phonemes and finetuning HiFi-GAN on predicted mels (#4266) * initial commit Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * cleared notebook outputs Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * formatting errors Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * formatting Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * addressed comments Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * addressed comments on tutorial Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated tutorial Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated grammar and fastpitch description Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated with feedback Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated with feedback Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * removed unused imports Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Speedup the speech commands dataset processing script (#4347) * Add multiprocessing support to the google speech commands dataset processing script Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * fix number of args error with __extract_all_files function Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * fix styling issues Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * fix bugs with silence set construction and update librosa output write to use soundfile write Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * add docstrings and return values in __construct_filepaths as dictionary Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * fix wrong requirement (#4349) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Refactored path to manifest (#4251) Signed-off-by: Evgeniy Shabalin <baah1999@yandex.ru> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * IPA support for TTS (#4310) * IPA tokenizer and G2P untested draft Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add IPA CMUdict and new heteronyms list Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add draft FastPitch IPA config Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Minor bugfixes for IPA training Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add phoneme_probability to IPA G2P Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Updates to IPA FastPitch training config Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Update IPA dict and heteronyms file Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Adjust default lr for IPA FastPitch to 1e-3 Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Rename IPA CMUdict to reflect date Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add docstrings for IPA tokenizer and G2P, update CMUdict path for config Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Fix IPA vocab ordering, add options to uppercase graphemes and remove stress symbols Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Mark IPA classes as experimental Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Update apostrophe-S cases Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Tn install (#4055) * remove conda pynini requirement Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * remove remnants Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * merge with main Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * removing nlp collection dependency from text processing and thus breaking cyclyc imports Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix wrong requirement Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix bug in vi Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * update jenkins folders Signed-off-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * fix tutorial (#4352) Signed-off-by: stevehuang52 <heh@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * fix the post ln (#4350) Signed-off-by: Yi Dong <yidong@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [Fix] Hanging for Fully Randomized Bucketing (#4348) * Update container to 22.05 (#4329) * update container to 22.05 Signed-off-by: ericharper <complex451@gmail.com> * try adding safe directory Signed-off-by: ericharper <complex451@gmail.com> * try env var Signed-off-by: ericharper <complex451@gmail.com> * printenv Signed-off-by: ericharper <complex451@gmail.com> * try GIT_BRANCH Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * remove dbug statements Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: stevehuang52 <heh@nvidia.com> * Merge r1.9.0 main (#4331) * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix doc (#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * notebooks' link, typo and import fix (#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * update speaker docs (#4164) * update speaker docs Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * chunks -> segments Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Khz -> kHz Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * small fix (#4180) Signed-off-by: fayejf <fayejf07@gmail.com> * fix the server key value problem (#4196) Signed-off-by: Yi Dong <yidong@nvidia.com> * Fix/punctuation/trainer required for setting test data (#4199) * Draft of fix Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add warnings and replace globa_step with current_epoch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Small improvements to warnings Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Error and warning messages improvements Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Replace self.trainer with self._trainer Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Update ContextNet version (#4207) Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix bugs for dialogue tutorial (#4211) Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4214) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Add docs for Thutmose Tagger (#4173) * Add docs for Thutmose Tagger Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * add level in docs Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * delete folder to avoid error with running when folder exists from previous run Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> * Dialogue tutorial fix (#4218) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4221) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * fix syntax error in ipynb-file (#4228) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix json serialize (#4235) Signed-off-by: Yi Dong <yidong@nvidia.com> * Prompt Learning Typo Fixes (#4238) * Prompt tuning notebook typo fixes Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update tutorials.rst * Update prompt_learning.rst * Update prompt_learning.rst * fixing bug 3642622 (#4250) * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> * fix broken link in the tutorial (#4257) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * Typo fix, branch change, better download messagae (#4262) Signed-off-by: Virginia Adams <vadams@nvidia.com> * Raise error if bicleaner is not installed in NMT Data preprocesing notebook (#4264) * Raise error if bicleaner is not installed Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Clear cells Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix missing validation dataset, whitelist certain keywords for datasets (#4269) * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update asr configs with num_workers and pin_memory (#4270) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix epoch end (#4265) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Eric Harper <complex451@gmail.com> * Set Save on train end to false (#4274) * Set Save on train end to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update prompt_learning.rst * Update prompt_learning.rst * Update YAML (#4261) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Updated config to fix CI test OOM error (#4279) * Updated config to fix CI test issue Signed-off-by: Virginia Adams <vadams@nvidia.com> * Increased num workers Signed-off-by: Virginia Adams <vadams@nvidia.com> * verbose k2 install, skip if failed (#4289) Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> * Changed total virtual prompt tokens (#4295) * Changed total virtual prompt tokens Signed-off-by: Virginia Adams <vadams@nvidia.com> * put number of workers back Signed-off-by: Virginia Adams <vadams@nvidia.com> * upper bound lightning Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * update config Signed-off-by: ericharper <complex451@gmail.com> * remove duplicate test Signed-off-by: ericharper <complex451@gmail.com> * fix tn test cases Signed-off-by: ericharper <complex451@gmail.com> * add another safe.directory Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: stevehuang52 <heh@nvidia.com> * fix full_randn bucket hang Signed-off-by: stevehuang52 <heh@nvidia.com> * remove unused variables Signed-off-by: stevehuang52 <heh@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Bits of RADTTS support (#4343) * Bits of RADTTS support Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Fixed args mismatch Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Style Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Addressed review comments Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * More review comments Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Prompt Learning Pipeline Parallel (#4291) * Added get_forward_output_and_loss_func and updated train/val steps Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added preprocess flag before prompt table/encoder access Signed-off-by: Virginia Adams <vadams@nvidia.com> * Made two optimizer groups, one for frozen, one for soft prompt Signed-off-by: Virginia Adams <vadams@nvidia.com> * Pipeline parallel working Signed-off-by: Virginia Adams <vadams@nvidia.com> * Still figuring out setting lr/sched for one param group Signed-off-by: Virginia Adams <vadams@nvidia.com> * Set betas to zero Signed-off-by: Virginia Adams <vadams@nvidia.com> * Only unfreeze one sublayer with lr 0.0 Signed-off-by: Virginia Adams <vadams@nvidia.com> * Pipeline parallel working w/ one optimizer Signed-off-by: Virginia Adams <vadams@nvidia.com> * Trying to fix Jenkins file Signed-off-by: Virginia Adams <vadams@nvidia.com> * Trying to fix Jenkins file Signed-off-by: Virginia Adams <vadams@nvidia.com> * Getting updated jenkins test to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * Getting updated jenkins test to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * added prompt learning tp and pp CI tests Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added amp_o2 model compatibility Signed-off-by: Virginia Adams <vadams@nvidia.com> * Made CI test smaller Signed-off-by: Virginia Adams <vadams@nvidia.com> * Still trying to get Jenkins to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * Still trying to get Jenkins to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * Temporarily moving prompt learning CI test to beginning Signed-off-by: Virginia Adams <vadams@nvidia.com> * Changing the layer being unfrozen Signed-off-by: Virginia Adams <vadams@nvidia.com> * debug jenkins Signed-off-by: Virginia Adams <vadams@nvidia.com> * Move pp unfreeze to init Signed-off-by: Virginia Adams <vadams@nvidia.com> * Try to make Jenkins test parallel Signed-off-by: Virginia Adams <vadams@nvidia.com> * Fix python formatting Signed-off-by: Virginia Adams <vadams@nvidia.com> * Moved prompt learning tests back to where they belong Signed-off-by: Virginia Adams <vadams@nvidia.com> * add back checkpoint convertion CI test Signed-off-by: Virginia Adams <vadams@nvidia.com> * Revert "add back checkpoint convertion CI test" This reverts commit 61e2ffcdefe964c8e74b74d8c10906ae29f32b6d. * Add back checkpoint conversion test Signed-off-by: Virginia Adams <vadams@nvidia.com> * Setting requires grad to True everywhere Signed-off-by: Virginia Adams <vadams@nvidia.com> * Updated config comments and simplified param group code Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added comment on frozen_model having lr=0.0 Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added configure optimizers methods Signed-off-by: Virginia Adams <vadams@nvidia.com> * Set amp_o2 to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * removed o2 code Signed-off-by: Virginia Adams <vadams@nvidia.com> * Python formatting fix Signed-off-by: Virginia Adams <vadams@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * auto switch conformer encoder adapter in_features (#4354) Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Dataloader, collector, loss and metric for multiscale diarization decoder (#4187) * First commit Signed-off-by: Taejin Park <tango4j@gmail.com> * Checked funtionality and imports Signed-off-by: Taejin Park <tango4j@gmail.com> * fixed import issues Signed-off-by: Taejin Park <tango4j@gmail.com> * Removed the changed made by mistake Signed-off-by: Taejin Park <tango4j@gmail.com> * Style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Fixed LGTM errors 001 Signed-off-by: Taejin Park <tango4j@gmail.com> * Fixed LGTM and style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Changed docstrings Signed-off-by: Taejin Park <tango4j@gmail.com> * LGTM again Signed-off-by: Taejin Park <tango4j@gmail.com> * Removed unnecessary torch setting lines Signed-off-by: Taejin Park <tango4j@gmail.com> * Style fix and isort Signed-off-by: Taejin Park <tango4j@gmail.com> * jbalam-nv comments reflected Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Reflected comments and created _diar_label.py Signed-off-by: Taejin Park <tango4j@gmail.com> * Typo fix and style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Fixed target_spks[0] index error Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * LGTM unused import IterDataset Signed-off-by: Taejin Park <tango4j@gmail.com> * revert collection doc year Signed-off-by: Taejin Park <tango4j@gmail.com> * Code format error in collections.py Signed-off-by: Taejin Park <tango4j@gmail.com> * fix collections space format error Signed-off-by: Taejin Park <tango4j@gmail.com> * merged main correctly Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Reflected all comments and tested Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix and LGTM Signed-off-by: Taejin Park <tango4j@gmail.com> * rttm_filepath to rttm_file and removed self included funcs, tested Signed-off-by: Taejin Park <tango4j@gmail.com> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Add ASR CTC Decoding module (#4342) * Initial commit Signed-off-by: smajumdar <smajumdar@nvidia.com> * Full support for decoding strategy Signed-off-by: smajumdar <smajumdar@nvidia.com> * Temp Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix labels of y_sequence Signed-off-by: smajumdar <smajumdar@nvidia.com> * Set support for sentencepiece subword merging Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix char and word based token merge alignment Signed-off-by: smajumdar <smajumdar@nvidia.com> * Revert incorrect change Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update docstring Signed-off-by: smajumdar <smajumdar@nvidia.com> * Improve compatibility with greedy tokens and log probs Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update scripts to use decoding strategy Signed-off-by: smajumdar <smajumdar@nvidia.com> * Add tests and docs Signed-off-by: smajumdar <smajumdar@nvidia.com> * Add tests and docs Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix speaker decoder timestamps Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix speaker decoder timestamps Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix decoding of ctc models Signed-off-by: smajumdar <smajumdar@nvidia.com> * Address reviewer comments Signed-off-by: smajumdar <smajumdar@nvidia.com> * Address reviewer comments Signed-off-by: smajumdar <smajumdar@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Option to disable mp in VAD via num_workers=1 (#4317) * Option to disable mp in VAD via num_workers=1 In certain environments python multiprocessing can deadlock. This adds a convenient version to disable by setting num_workers to 1. Signed-off-by: Georg Kucsko <gkucsko@gmail.com> * add none handling Signed-off-by: Georg Kucsko <gkucsko@gmail.com> * additional none handling Signed-off-by: Georg Kucsko <gkucsko@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * remove redundant bias expand (#4382) * remove redundant bias expand Signed-off-by: Xiaowei Ren <xren@nvidia.com> * delete redundant code Signed-off-by: Xiaowei Ren <xren@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Add option for specifying wandb save_dir from config (#4379) * give option to user to specify wandb save dir via config Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * create save_dir directory for wandb logger if not exists Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * update save_dir get method with a default value Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Quick wav2vec fix. In-place operation adding convolutional positions to encoder was overwriting leaf history. Wasn't caught on previous torch versions. (#4383) Signed-off-by: tbartley94 <tbartley@nvidia.com> Co-authored-by: tbartley94 <tbartley@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [Bugfix][TTS] wrong order of returned tuple for general_collate_fn. (#4388) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Merge r1.10.0 main (#4398) * update branch Signed-off-by: ericharper <complex451@gmail.com> * Set headscale false (#4364) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Add wandb as dependency (#4365) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Raise trainer error (#4356) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> * Set headscale false (#4364) (#4366) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: smajumdar <smajumdar@nvidia.com> * Finetuning changes for BART (#4003) * Temp Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Checkpoint converter to nemo for bart Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Style Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> * Make position embedding expansion specific to a batch to avoid checkpoint size mismatches (#4357) * Style Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix logging warning Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> * Fix electronic bug, new time ITN rule (#4355) * fix electronic bug Signed-off-by: ekmb <ebakhturina@nvidia.com> * add new itn time rule Signed-off-by: ekmb <ebakhturina@nvidia.com> * revert domain changes Signed-off-by: ekmb <ebakhturina@nvidia.com> * remove repetition Signed-off-by: ekmb <ebakhturina@nvidia.com> * Correct support for dataclasses in default module dim (#4372) * Correct support for dataclasses in default module dim Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix path for save of results Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix pad id bug (#4377) Signed-off-by: Yi Dong <yidong@nvidia.com> * Question answering bug fix (#4381) * refactor dialogue state tracking for modelling/dataset interoperability Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style changes Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style raised by lgtm Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style formatting Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update template to include description of intent Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * changes based on requests in review Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add compatibility with assistant dataset Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove dialogue_state_tracking Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update huggingface utils for dialogue Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * rename dialogue_state_tracking_hybrid to dialogue_state_tracking_sgdqa Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix nemo/collections/nlp/models/dialogue_state_tracking_sgdqa/__init__.py Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add docstrings for assistant data processsor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins for SGDGEN local checkpoint Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * use local vocab file for Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * patch for Jenkins CI using local file Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add slot filling prediction and metrics Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused code Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix …
piraka9011
added a commit
to piraka9011/NeMo
that referenced
this pull request
Aug 25, 2022
* stateless RNNT working Signed-off-by: Hainan Xu <hainanx@nvidia.com> * batch decode working Signed-off-by: Hainan Xu <hainanx@nvidia.com> * working backup Signed-off-by: Hainan Xu <hainanx@nvidia.com> * good working version Signed-off-by: Hainan Xu <hainanx@nvidia.com> * temporarily make norm layer have affine Signed-off-by: Hainan Xu <hainanx@nvidia.com> * temp Signed-off-by: Hainan Xu <hainanx@nvidia.com> * temp Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] add staticmethod decoration for BetaBinomialInterpolator (#4319) Signed-off-by: Xuesong Yang <xuesongyxs@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] remove redundant lines and declare global variables and capture (#4320) exception of non-supported windows. Signed-off-by: Xuesong Yang <xuesongyxs@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Finetune T5 on the prefix-lm objective (#4328) * Add script and yaml config Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix yaml config Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Style Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Update yaml to remove hardcoded model path Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Fuse bias with geglu in ParallelMLP (#4213) * add code of fused_bias_geglu * call fused_bias_geglu in ParallelMLP * fix some bugs * change biad_gelu_activation to bias_activation_fusion * fix the setting of bias_actication_fusion for T5 * delete bias_gelu_fusion from T5 example config * push reformatted files * hto4h gemms fusion * remove hto4h gemms fusion * push reformatted files * disable bias_activation_fusion while activation is not geglu * add bias_activation_fusion in yaml config file * add bias_gelu_fusion in T5 config yaml file to pass CI test * change bias_gelu_fusion to bias_activation_fusion for T5 CI test * recover latest change Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Support larger datasets for question answering (#4205) * refactor dialogue state tracking for modelling/dataset interoperability Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style changes Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style raised by lgtm Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style formatting Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update template to include description of intent Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * changes based on requests in review Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add compatibility with assistant dataset Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove dialogue_state_tracking Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update huggingface utils for dialogue Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * rename dialogue_state_tracking_hybrid to dialogue_state_tracking_sgdqa Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix nemo/collections/nlp/models/dialogue_state_tracking_sgdqa/__init__.py Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add docstrings for assistant data processsor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins for SGDGEN local checkpoint Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * use local vocab file for Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * patch for Jenkins CI using local file Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add slot filling prediction and metrics Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused code Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * refactor metrics code out of Dialogue GPT Model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate backward compatible support for IntentSlotClassificationModel (bert model) Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * save prediction file for IntentSlotClassification Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue gpt model training for megatron gpt Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove batch generate for HF GPT2, which causes lower performance Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add few shot capability to dialogue gpt model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile and remove unused import Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update code description and clarity Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address PR comments Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate compatibility with ZeroShotIntentModel Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * rename folder to dialogue due to increased scope and further refactor for clarity Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * added dialogue GPT for sequence generation task (e.g. answer extender) Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add CI test for DialogueGPTGenerationModel Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate DialogueS2SGenerationModel for generation task (e.g. answer extender) Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * modify huggingface utils to support HF t5/BART models Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused imports Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update bleu metric Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix bleu metric style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * debug bleu metric Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * debug bleu metric Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update based on PR #3893 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update 2 based on PR #3893 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update 3 based on PR #3893 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate sgd generation based on user user utterance and system slot-values to generate system utterance Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add validation model saving capabilities Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * cleaned up code for SGD Based Answer extender Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Dialogue Generation CI Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix Jenkins CI issue" Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add support for design dataset Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unnecessary imports Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * support megatron for dialogue_s2s_generation_model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * reduce loaded samples in MSMarcoDataProcessor to 64 when cfg.model.dataset.debug_mode=True Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update CI Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update checkpoint and predictions filename to include epoch number Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate HF BART MNLI into zero shot intent model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate Dialogue Nearest Neighbour Model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * refactor Dialogue SGD Data Processor to make interface for models cleaner Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Dialogue S2S Generation model for DialogueSGDDataProcessor interface Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * support sgd and drive thru datasets by zero shot model and nearest neighbour model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add prediction saving code to nearest neighbour and zero shot intent models Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo in sgd data processor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate Dialogue Mellon QA Data Processor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update mellon qa Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue.py to remove outdated info Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue_config.yaml Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue_config.yaml Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add dialogue docs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address review comments Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix for cfg Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * make dependency on apex optional Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * change NLPDDPluggin calling logic to make it possible to run without apex Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add first draft of tutorial Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * reduce ms marco size by removing lines without wellFormedAnswers Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address pr comments Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update colab tutorial link in dialogue docs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * include unit test and some refactor to facilitate unit test Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address pr issues Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove typos in dialogue tutorial Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * support larger files for question answering Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unnecessary artifacts to reduce memory use Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * put 0 tensor to device Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update link within dialogue tutorial Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * restore previously delete files Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error handling when loss = nan Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update nan handling Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update spanning loss func Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update spanning loss Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix type error raised in qa_dataset.py Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add error checking message Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert back to float32 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert back to float32 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update exp logging Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update loading of large file from pickle to json Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update loading of large file from pickle to json Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * limit number of negative samples Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert post processing Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert post processing Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused methods and style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add more documentation Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused imports Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * changes base on PR review Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> Co-authored-by: Zhilin Wang <zhilinw@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Fix bugs in indexed dataset exam script (#4325) * fix the typo Signed-off-by: Yi Dong <yidong@nvidia.com> * add neighbors option Signed-off-by: Yi Dong <yidong@nvidia.com> * change the argument name Signed-off-by: Yi Dong <yidong@nvidia.com> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Adding docs for ASR SSL (#4303) * Initial commit for SSL docs Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> * ssl docs update-1 Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> * ssl docs update-2 Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> Co-authored-by: Krishna Puvvada <kpuvvada@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Fuse grad division into async grad allreduce (#4327) * O2 runs but O1 does not Signed-off-by: ericharper <complex451@gmail.com> * disable async for O1 Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * update async flag in configure_optimizers Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * update _require if using async Signed-off-by: ericharper <complex451@gmail.com> * clean comments Signed-off-by: ericharper <complex451@gmail.com> * always all_reduce Signed-off-by: ericharper <complex451@gmail.com> * add async grad allreduce and chunk optimization to T5 * push reformatted files after style check * set chunk size as 0 while async grad allreduce is off * more experiments show that 125MB is a better default chunk size for most cases * add grad_allreduce_chunk_size_mb for GPT-3 * at the end of each training step, wait until all async grad allreduce works are done * replace individual allreduce work.wait() with a single dGPU evice synchroonization * add code of fused_bias_geglu * call fused_bias_geglu in ParallelMLP * record the status of each allreduce work seems too much for perf * add more comments * push a reformatted file * fix some bugs * change biad_gelu_activation to bias_activation_fusion * fix the setting of bias_actication_fusion for T5 * delete bias_gelu_fusion from T5 example config * push reformatted files * fuse grad scale with allreduce * push reformatted files * hto4h gemms fusion * remove hto4h gemms fusion * add grad_scale_ar_fusion into GPT-3 * push reformatted files * push reformatted files * rename grad_scale_ar_fusion to grad_div_ar_fusion * disable bias_activation_fusion while activation is not geglu * add bias_activation_fusion in yaml config file * add bias_gelu_fusion in T5 config yaml file to pass CI test * change bias_gelu_fusion to bias_activation_fusion for T5 CI test * recover latest change * add grad_div_ar_fusion in config yaml file * remove a redundant float() Co-authored-by: ericharper <complex451@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Update container to 22.05 (#4329) * update container to 22.05 Signed-off-by: ericharper <complex451@gmail.com> * try adding safe directory Signed-off-by: ericharper <complex451@gmail.com> * try env var Signed-off-by: ericharper <complex451@gmail.com> * printenv Signed-off-by: ericharper <complex451@gmail.com> * try GIT_BRANCH Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * remove dbug statements Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Torchaudio installation fix (#4330) * separate installer added Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> * apply suggestions, minor fixes Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] enforced pin_memory = True (#4341) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Merge r1.9.0 main (#4331) * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix doc (#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * notebooks' link, typo and import fix (#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * update speaker docs (#4164) * update speaker docs Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * chunks -> segments Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Khz -> kHz Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * small fix (#4180) Signed-off-by: fayejf <fayejf07@gmail.com> * fix the server key value problem (#4196) Signed-off-by: Yi Dong <yidong@nvidia.com> * Fix/punctuation/trainer required for setting test data (#4199) * Draft of fix Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add warnings and replace globa_step with current_epoch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Small improvements to warnings Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Error and warning messages improvements Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Replace self.trainer with self._trainer Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Update ContextNet version (#4207) Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix bugs for dialogue tutorial (#4211) Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4214) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Add docs for Thutmose Tagger (#4173) * Add docs for Thutmose Tagger Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * add level in docs Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * delete folder to avoid error with running when folder exists from previous run Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> * Dialogue tutorial fix (#4218) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4221) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * fix syntax error in ipynb-file (#4228) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix json serialize (#4235) Signed-off-by: Yi Dong <yidong@nvidia.com> * Prompt Learning Typo Fixes (#4238) * Prompt tuning notebook typo fixes Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update tutorials.rst * Update prompt_learning.rst * Update prompt_learning.rst * fixing bug 3642622 (#4250) * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> * fix broken link in the tutorial (#4257) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * Typo fix, branch change, better download messagae (#4262) Signed-off-by: Virginia Adams <vadams@nvidia.com> * Raise error if bicleaner is not installed in NMT Data preprocesing notebook (#4264) * Raise error if bicleaner is not installed Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Clear cells Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix missing validation dataset, whitelist certain keywords for datasets (#4269) * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update asr configs with num_workers and pin_memory (#4270) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix epoch end (#4265) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Eric Harper <complex451@gmail.com> * Set Save on train end to false (#4274) * Set Save on train end to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update prompt_learning.rst * Update prompt_learning.rst * Update YAML (#4261) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Updated config to fix CI test OOM error (#4279) * Updated config to fix CI test issue Signed-off-by: Virginia Adams <vadams@nvidia.com> * Increased num workers Signed-off-by: Virginia Adams <vadams@nvidia.com> * verbose k2 install, skip if failed (#4289) Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> * Changed total virtual prompt tokens (#4295) * Changed total virtual prompt tokens Signed-off-by: Virginia Adams <vadams@nvidia.com> * put number of workers back Signed-off-by: Virginia Adams <vadams@nvidia.com> * upper bound lightning Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * update config Signed-off-by: ericharper <complex451@gmail.com> * remove duplicate test Signed-off-by: ericharper <complex451@gmail.com> * fix tn test cases Signed-off-by: ericharper <complex451@gmail.com> * add another safe.directory Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] Training Fastpitch on German text and phonemes and finetuning HiFi-GAN on predicted mels (#4266) * initial commit Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * cleared notebook outputs Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * formatting errors Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * formatting Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * addressed comments Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * addressed comments on tutorial Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated tutorial Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated grammar and fastpitch description Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated with feedback Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated with feedback Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * removed unused imports Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Speedup the speech commands dataset processing script (#4347) * Add multiprocessing support to the google speech commands dataset processing script Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * fix number of args error with __extract_all_files function Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * fix styling issues Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * fix bugs with silence set construction and update librosa output write to use soundfile write Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * add docstrings and return values in __construct_filepaths as dictionary Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * fix wrong requirement (#4349) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Refactored path to manifest (#4251) Signed-off-by: Evgeniy Shabalin <baah1999@yandex.ru> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * IPA support for TTS (#4310) * IPA tokenizer and G2P untested draft Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add IPA CMUdict and new heteronyms list Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add draft FastPitch IPA config Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Minor bugfixes for IPA training Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add phoneme_probability to IPA G2P Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Updates to IPA FastPitch training config Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Update IPA dict and heteronyms file Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Adjust default lr for IPA FastPitch to 1e-3 Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Rename IPA CMUdict to reflect date Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add docstrings for IPA tokenizer and G2P, update CMUdict path for config Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Fix IPA vocab ordering, add options to uppercase graphemes and remove stress symbols Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Mark IPA classes as experimental Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Update apostrophe-S cases Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Tn install (#4055) * remove conda pynini requirement Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * remove remnants Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * merge with main Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * removing nlp collection dependency from text processing and thus breaking cyclyc imports Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix wrong requirement Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix bug in vi Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * update jenkins folders Signed-off-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * fix tutorial (#4352) Signed-off-by: stevehuang52 <heh@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * fix the post ln (#4350) Signed-off-by: Yi Dong <yidong@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [Fix] Hanging for Fully Randomized Bucketing (#4348) * Update container to 22.05 (#4329) * update container to 22.05 Signed-off-by: ericharper <complex451@gmail.com> * try adding safe directory Signed-off-by: ericharper <complex451@gmail.com> * try env var Signed-off-by: ericharper <complex451@gmail.com> * printenv Signed-off-by: ericharper <complex451@gmail.com> * try GIT_BRANCH Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * remove dbug statements Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: stevehuang52 <heh@nvidia.com> * Merge r1.9.0 main (#4331) * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix doc (#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * notebooks' link, typo and import fix (#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * update speaker docs (#4164) * update speaker docs Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * chunks -> segments Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Khz -> kHz Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * small fix (#4180) Signed-off-by: fayejf <fayejf07@gmail.com> * fix the server key value problem (#4196) Signed-off-by: Yi Dong <yidong@nvidia.com> * Fix/punctuation/trainer required for setting test data (#4199) * Draft of fix Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add warnings and replace globa_step with current_epoch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Small improvements to warnings Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Error and warning messages improvements Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Replace self.trainer with self._trainer Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Update ContextNet version (#4207) Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix bugs for dialogue tutorial (#4211) Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4214) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Add docs for Thutmose Tagger (#4173) * Add docs for Thutmose Tagger Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * add level in docs Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * delete folder to avoid error with running when folder exists from previous run Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> * Dialogue tutorial fix (#4218) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4221) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * fix syntax error in ipynb-file (#4228) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix json serialize (#4235) Signed-off-by: Yi Dong <yidong@nvidia.com> * Prompt Learning Typo Fixes (#4238) * Prompt tuning notebook typo fixes Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update tutorials.rst * Update prompt_learning.rst * Update prompt_learning.rst * fixing bug 3642622 (#4250) * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> * fix broken link in the tutorial (#4257) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * Typo fix, branch change, better download messagae (#4262) Signed-off-by: Virginia Adams <vadams@nvidia.com> * Raise error if bicleaner is not installed in NMT Data preprocesing notebook (#4264) * Raise error if bicleaner is not installed Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Clear cells Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix missing validation dataset, whitelist certain keywords for datasets (#4269) * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update asr configs with num_workers and pin_memory (#4270) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix epoch end (#4265) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Eric Harper <complex451@gmail.com> * Set Save on train end to false (#4274) * Set Save on train end to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update prompt_learning.rst * Update prompt_learning.rst * Update YAML (#4261) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Updated config to fix CI test OOM error (#4279) * Updated config to fix CI test issue Signed-off-by: Virginia Adams <vadams@nvidia.com> * Increased num workers Signed-off-by: Virginia Adams <vadams@nvidia.com> * verbose k2 install, skip if failed (#4289) Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> * Changed total virtual prompt tokens (#4295) * Changed total virtual prompt tokens Signed-off-by: Virginia Adams <vadams@nvidia.com> * put number of workers back Signed-off-by: Virginia Adams <vadams@nvidia.com> * upper bound lightning Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * update config Signed-off-by: ericharper <complex451@gmail.com> * remove duplicate test Signed-off-by: ericharper <complex451@gmail.com> * fix tn test cases Signed-off-by: ericharper <complex451@gmail.com> * add another safe.directory Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: stevehuang52 <heh@nvidia.com> * fix full_randn bucket hang Signed-off-by: stevehuang52 <heh@nvidia.com> * remove unused variables Signed-off-by: stevehuang52 <heh@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Bits of RADTTS support (#4343) * Bits of RADTTS support Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Fixed args mismatch Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Style Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Addressed review comments Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * More review comments Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Prompt Learning Pipeline Parallel (#4291) * Added get_forward_output_and_loss_func and updated train/val steps Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added preprocess flag before prompt table/encoder access Signed-off-by: Virginia Adams <vadams@nvidia.com> * Made two optimizer groups, one for frozen, one for soft prompt Signed-off-by: Virginia Adams <vadams@nvidia.com> * Pipeline parallel working Signed-off-by: Virginia Adams <vadams@nvidia.com> * Still figuring out setting lr/sched for one param group Signed-off-by: Virginia Adams <vadams@nvidia.com> * Set betas to zero Signed-off-by: Virginia Adams <vadams@nvidia.com> * Only unfreeze one sublayer with lr 0.0 Signed-off-by: Virginia Adams <vadams@nvidia.com> * Pipeline parallel working w/ one optimizer Signed-off-by: Virginia Adams <vadams@nvidia.com> * Trying to fix Jenkins file Signed-off-by: Virginia Adams <vadams@nvidia.com> * Trying to fix Jenkins file Signed-off-by: Virginia Adams <vadams@nvidia.com> * Getting updated jenkins test to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * Getting updated jenkins test to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * added prompt learning tp and pp CI tests Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added amp_o2 model compatibility Signed-off-by: Virginia Adams <vadams@nvidia.com> * Made CI test smaller Signed-off-by: Virginia Adams <vadams@nvidia.com> * Still trying to get Jenkins to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * Still trying to get Jenkins to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * Temporarily moving prompt learning CI test to beginning Signed-off-by: Virginia Adams <vadams@nvidia.com> * Changing the layer being unfrozen Signed-off-by: Virginia Adams <vadams@nvidia.com> * debug jenkins Signed-off-by: Virginia Adams <vadams@nvidia.com> * Move pp unfreeze to init Signed-off-by: Virginia Adams <vadams@nvidia.com> * Try to make Jenkins test parallel Signed-off-by: Virginia Adams <vadams@nvidia.com> * Fix python formatting Signed-off-by: Virginia Adams <vadams@nvidia.com> * Moved prompt learning tests back to where they belong Signed-off-by: Virginia Adams <vadams@nvidia.com> * add back checkpoint convertion CI test Signed-off-by: Virginia Adams <vadams@nvidia.com> * Revert "add back checkpoint convertion CI test" This reverts commit 61e2ffcdefe964c8e74b74d8c10906ae29f32b6d. * Add back checkpoint conversion test Signed-off-by: Virginia Adams <vadams@nvidia.com> * Setting requires grad to True everywhere Signed-off-by: Virginia Adams <vadams@nvidia.com> * Updated config comments and simplified param group code Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added comment on frozen_model having lr=0.0 Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added configure optimizers methods Signed-off-by: Virginia Adams <vadams@nvidia.com> * Set amp_o2 to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * removed o2 code Signed-off-by: Virginia Adams <vadams@nvidia.com> * Python formatting fix Signed-off-by: Virginia Adams <vadams@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * auto switch conformer encoder adapter in_features (#4354) Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Dataloader, collector, loss and metric for multiscale diarization decoder (#4187) * First commit Signed-off-by: Taejin Park <tango4j@gmail.com> * Checked funtionality and imports Signed-off-by: Taejin Park <tango4j@gmail.com> * fixed import issues Signed-off-by: Taejin Park <tango4j@gmail.com> * Removed the changed made by mistake Signed-off-by: Taejin Park <tango4j@gmail.com> * Style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Fixed LGTM errors 001 Signed-off-by: Taejin Park <tango4j@gmail.com> * Fixed LGTM and style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Changed docstrings Signed-off-by: Taejin Park <tango4j@gmail.com> * LGTM again Signed-off-by: Taejin Park <tango4j@gmail.com> * Removed unnecessary torch setting lines Signed-off-by: Taejin Park <tango4j@gmail.com> * Style fix and isort Signed-off-by: Taejin Park <tango4j@gmail.com> * jbalam-nv comments reflected Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Reflected comments and created _diar_label.py Signed-off-by: Taejin Park <tango4j@gmail.com> * Typo fix and style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Fixed target_spks[0] index error Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * LGTM unused import IterDataset Signed-off-by: Taejin Park <tango4j@gmail.com> * revert collection doc year Signed-off-by: Taejin Park <tango4j@gmail.com> * Code format error in collections.py Signed-off-by: Taejin Park <tango4j@gmail.com> * fix collections space format error Signed-off-by: Taejin Park <tango4j@gmail.com> * merged main correctly Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Reflected all comments and tested Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix and LGTM Signed-off-by: Taejin Park <tango4j@gmail.com> * rttm_filepath to rttm_file and removed self included funcs, tested Signed-off-by: Taejin Park <tango4j@gmail.com> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Add ASR CTC Decoding module (#4342) * Initial commit Signed-off-by: smajumdar <smajumdar@nvidia.com> * Full support for decoding strategy Signed-off-by: smajumdar <smajumdar@nvidia.com> * Temp Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix labels of y_sequence Signed-off-by: smajumdar <smajumdar@nvidia.com> * Set support for sentencepiece subword merging Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix char and word based token merge alignment Signed-off-by: smajumdar <smajumdar@nvidia.com> * Revert incorrect change Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update docstring Signed-off-by: smajumdar <smajumdar@nvidia.com> * Improve compatibility with greedy tokens and log probs Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update scripts to use decoding strategy Signed-off-by: smajumdar <smajumdar@nvidia.com> * Add tests and docs Signed-off-by: smajumdar <smajumdar@nvidia.com> * Add tests and docs Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix speaker decoder timestamps Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix speaker decoder timestamps Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix decoding of ctc models Signed-off-by: smajumdar <smajumdar@nvidia.com> * Address reviewer comments Signed-off-by: smajumdar <smajumdar@nvidia.com> * Address reviewer comments Signed-off-by: smajumdar <smajumdar@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Option to disable mp in VAD via num_workers=1 (#4317) * Option to disable mp in VAD via num_workers=1 In certain environments python multiprocessing can deadlock. This adds a convenient version to disable by setting num_workers to 1. Signed-off-by: Georg Kucsko <gkucsko@gmail.com> * add none handling Signed-off-by: Georg Kucsko <gkucsko@gmail.com> * additional none handling Signed-off-by: Georg Kucsko <gkucsko@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * remove redundant bias expand (#4382) * remove redundant bias expand Signed-off-by: Xiaowei Ren <xren@nvidia.com> * delete redundant code Signed-off-by: Xiaowei Ren <xren@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Add option for specifying wandb save_dir from config (#4379) * give option to user to specify wandb save dir via config Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * create save_dir directory for wandb logger if not exists Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * update save_dir get method with a default value Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Quick wav2vec fix. In-place operation adding convolutional positions to encoder was overwriting leaf history. Wasn't caught on previous torch versions. (#4383) Signed-off-by: tbartley94 <tbartley@nvidia.com> Co-authored-by: tbartley94 <tbartley@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [Bugfix][TTS] wrong order of returned tuple for general_collate_fn. (#4388) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Merge r1.10.0 main (#4398) * update branch Signed-off-by: ericharper <complex451@gmail.com> * Set headscale false (#4364) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Add wandb as dependency (#4365) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Raise trainer error (#4356) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> * Set headscale false (#4364) (#4366) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: smajumdar <smajumdar@nvidia.com> * Finetuning changes for BART (#4003) * Temp Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Checkpoint converter to nemo for bart Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Style Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> * Make position embedding expansion specific to a batch to avoid checkpoint size mismatches (#4357) * Style Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix logging warning Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> * Fix electronic bug, new time ITN rule (#4355) * fix electronic bug Signed-off-by: ekmb <ebakhturina@nvidia.com> * add new itn time rule Signed-off-by: ekmb <ebakhturina@nvidia.com> * revert domain changes Signed-off-by: ekmb <ebakhturina@nvidia.com> * remove repetition Signed-off-by: ekmb <ebakhturina@nvidia.com> * Correct support for dataclasses in default module dim (#4372) * Correct support for dataclasses in default module dim Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix path for save of results Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix pad id bug (#4377) Signed-off-by: Yi Dong <yidong@nvidia.com> * Question answering bug fix (#4381) * refactor dialogue state tracking for modelling/dataset interoperability Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style changes Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style raised by lgtm Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style formatting Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update template to include description of intent Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * changes based on requests in review Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add compatibility with assistant dataset Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove dialogue_state_tracking Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update huggingface utils for dialogue Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * rename dialogue_state_tracking_hybrid to dialogue_state_tracking_sgdqa Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix nemo/collections/nlp/models/dialogue_state_tracking_sgdqa/__init__.py Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add docstrings for assistant data processsor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins for SGDGEN local checkpoint Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * use local vocab file for Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * patch for Jenkins CI using local file Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add slot filling prediction and metrics Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused code Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix …
hainan-xv
added a commit
to hainan-xv/NeMo
that referenced
this pull request
Nov 29, 2022
* stateless RNNT working Signed-off-by: Hainan Xu <hainanx@nvidia.com> * batch decode working Signed-off-by: Hainan Xu <hainanx@nvidia.com> * working backup Signed-off-by: Hainan Xu <hainanx@nvidia.com> * good working version Signed-off-by: Hainan Xu <hainanx@nvidia.com> * temporarily make norm layer have affine Signed-off-by: Hainan Xu <hainanx@nvidia.com> * temp Signed-off-by: Hainan Xu <hainanx@nvidia.com> * temp Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] add staticmethod decoration for BetaBinomialInterpolator (#4319) Signed-off-by: Xuesong Yang <xuesongyxs@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] remove redundant lines and declare global variables and capture (#4320) exception of non-supported windows. Signed-off-by: Xuesong Yang <xuesongyxs@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Finetune T5 on the prefix-lm objective (#4328) * Add script and yaml config Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix yaml config Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Style Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Update yaml to remove hardcoded model path Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Fuse bias with geglu in ParallelMLP (#4213) * add code of fused_bias_geglu * call fused_bias_geglu in ParallelMLP * fix some bugs * change biad_gelu_activation to bias_activation_fusion * fix the setting of bias_actication_fusion for T5 * delete bias_gelu_fusion from T5 example config * push reformatted files * hto4h gemms fusion * remove hto4h gemms fusion * push reformatted files * disable bias_activation_fusion while activation is not geglu * add bias_activation_fusion in yaml config file * add bias_gelu_fusion in T5 config yaml file to pass CI test * change bias_gelu_fusion to bias_activation_fusion for T5 CI test * recover latest change Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Support larger datasets for question answering (#4205) * refactor dialogue state tracking for modelling/dataset interoperability Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style changes Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style raised by lgtm Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style formatting Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update template to include description of intent Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * changes based on requests in review Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add compatibility with assistant dataset Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove dialogue_state_tracking Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update huggingface utils for dialogue Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * rename dialogue_state_tracking_hybrid to dialogue_state_tracking_sgdqa Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix nemo/collections/nlp/models/dialogue_state_tracking_sgdqa/__init__.py Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add docstrings for assistant data processsor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins for SGDGEN local checkpoint Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * use local vocab file for Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * patch for Jenkins CI using local file Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add slot filling prediction and metrics Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused code Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * refactor metrics code out of Dialogue GPT Model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate backward compatible support for IntentSlotClassificationModel (bert model) Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * save prediction file for IntentSlotClassification Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue gpt model training for megatron gpt Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove batch generate for HF GPT2, which causes lower performance Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add few shot capability to dialogue gpt model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile and remove unused import Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update code description and clarity Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address PR comments Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate compatibility with ZeroShotIntentModel Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * rename folder to dialogue due to increased scope and further refactor for clarity Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * added dialogue GPT for sequence generation task (e.g. answer extender) Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add CI test for DialogueGPTGenerationModel Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate DialogueS2SGenerationModel for generation task (e.g. answer extender) Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * modify huggingface utils to support HF t5/BART models Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused imports Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update bleu metric Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix bleu metric style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * debug bleu metric Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * debug bleu metric Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update based on PR #3893 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update 2 based on PR #3893 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update 3 based on PR #3893 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate sgd generation based on user user utterance and system slot-values to generate system utterance Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add validation model saving capabilities Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * cleaned up code for SGD Based Answer extender Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Dialogue Generation CI Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix Jenkins CI issue" Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add support for design dataset Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unnecessary imports Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * support megatron for dialogue_s2s_generation_model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * reduce loaded samples in MSMarcoDataProcessor to 64 when cfg.model.dataset.debug_mode=True Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update CI Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update checkpoint and predictions filename to include epoch number Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate HF BART MNLI into zero shot intent model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate Dialogue Nearest Neighbour Model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * refactor Dialogue SGD Data Processor to make interface for models cleaner Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Dialogue S2S Generation model for DialogueSGDDataProcessor interface Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * support sgd and drive thru datasets by zero shot model and nearest neighbour model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add prediction saving code to nearest neighbour and zero shot intent models Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo in sgd data processor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate Dialogue Mellon QA Data Processor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update mellon qa Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue.py to remove outdated info Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue_config.yaml Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue_config.yaml Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add dialogue docs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address review comments Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix for cfg Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * make dependency on apex optional Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * change NLPDDPluggin calling logic to make it possible to run without apex Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add first draft of tutorial Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * reduce ms marco size by removing lines without wellFormedAnswers Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address pr comments Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update colab tutorial link in dialogue docs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * include unit test and some refactor to facilitate unit test Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address pr issues Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove typos in dialogue tutorial Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * support larger files for question answering Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unnecessary artifacts to reduce memory use Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * put 0 tensor to device Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update link within dialogue tutorial Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * restore previously delete files Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error handling when loss = nan Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update nan handling Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update spanning loss func Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update spanning loss Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix type error raised in qa_dataset.py Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add error checking message Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert back to float32 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert back to float32 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update exp logging Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update loading of large file from pickle to json Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update loading of large file from pickle to json Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * limit number of negative samples Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert post processing Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert post processing Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused methods and style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add more documentation Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused imports Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * changes base on PR review Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> Co-authored-by: Zhilin Wang <zhilinw@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Fix bugs in indexed dataset exam script (#4325) * fix the typo Signed-off-by: Yi Dong <yidong@nvidia.com> * add neighbors option Signed-off-by: Yi Dong <yidong@nvidia.com> * change the argument name Signed-off-by: Yi Dong <yidong@nvidia.com> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Adding docs for ASR SSL (#4303) * Initial commit for SSL docs Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> * ssl docs update-1 Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> * ssl docs update-2 Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> Co-authored-by: Krishna Puvvada <kpuvvada@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Fuse grad division into async grad allreduce (#4327) * O2 runs but O1 does not Signed-off-by: ericharper <complex451@gmail.com> * disable async for O1 Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * update async flag in configure_optimizers Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * update _require if using async Signed-off-by: ericharper <complex451@gmail.com> * clean comments Signed-off-by: ericharper <complex451@gmail.com> * always all_reduce Signed-off-by: ericharper <complex451@gmail.com> * add async grad allreduce and chunk optimization to T5 * push reformatted files after style check * set chunk size as 0 while async grad allreduce is off * more experiments show that 125MB is a better default chunk size for most cases * add grad_allreduce_chunk_size_mb for GPT-3 * at the end of each training step, wait until all async grad allreduce works are done * replace individual allreduce work.wait() with a single dGPU evice synchroonization * add code of fused_bias_geglu * call fused_bias_geglu in ParallelMLP * record the status of each allreduce work seems too much for perf * add more comments * push a reformatted file * fix some bugs * change biad_gelu_activation to bias_activation_fusion * fix the setting of bias_actication_fusion for T5 * delete bias_gelu_fusion from T5 example config * push reformatted files * fuse grad scale with allreduce * push reformatted files * hto4h gemms fusion * remove hto4h gemms fusion * add grad_scale_ar_fusion into GPT-3 * push reformatted files * push reformatted files * rename grad_scale_ar_fusion to grad_div_ar_fusion * disable bias_activation_fusion while activation is not geglu * add bias_activation_fusion in yaml config file * add bias_gelu_fusion in T5 config yaml file to pass CI test * change bias_gelu_fusion to bias_activation_fusion for T5 CI test * recover latest change * add grad_div_ar_fusion in config yaml file * remove a redundant float() Co-authored-by: ericharper <complex451@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Update container to 22.05 (#4329) * update container to 22.05 Signed-off-by: ericharper <complex451@gmail.com> * try adding safe directory Signed-off-by: ericharper <complex451@gmail.com> * try env var Signed-off-by: ericharper <complex451@gmail.com> * printenv Signed-off-by: ericharper <complex451@gmail.com> * try GIT_BRANCH Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * remove dbug statements Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Torchaudio installation fix (#4330) * separate installer added Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> * apply suggestions, minor fixes Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] enforced pin_memory = True (#4341) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Merge r1.9.0 main (#4331) * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix doc (#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * notebooks' link, typo and import fix (#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * update speaker docs (#4164) * update speaker docs Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * chunks -> segments Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Khz -> kHz Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * small fix (#4180) Signed-off-by: fayejf <fayejf07@gmail.com> * fix the server key value problem (#4196) Signed-off-by: Yi Dong <yidong@nvidia.com> * Fix/punctuation/trainer required for setting test data (#4199) * Draft of fix Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add warnings and replace globa_step with current_epoch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Small improvements to warnings Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Error and warning messages improvements Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Replace self.trainer with self._trainer Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Update ContextNet version (#4207) Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix bugs for dialogue tutorial (#4211) Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4214) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Add docs for Thutmose Tagger (#4173) * Add docs for Thutmose Tagger Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * add level in docs Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * delete folder to avoid error with running when folder exists from previous run Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> * Dialogue tutorial fix (#4218) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4221) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * fix syntax error in ipynb-file (#4228) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix json serialize (#4235) Signed-off-by: Yi Dong <yidong@nvidia.com> * Prompt Learning Typo Fixes (#4238) * Prompt tuning notebook typo fixes Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update tutorials.rst * Update prompt_learning.rst * Update prompt_learning.rst * fixing bug 3642622 (#4250) * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> * fix broken link in the tutorial (#4257) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * Typo fix, branch change, better download messagae (#4262) Signed-off-by: Virginia Adams <vadams@nvidia.com> * Raise error if bicleaner is not installed in NMT Data preprocesing notebook (#4264) * Raise error if bicleaner is not installed Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Clear cells Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix missing validation dataset, whitelist certain keywords for datasets (#4269) * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update asr configs with num_workers and pin_memory (#4270) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix epoch end (#4265) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Eric Harper <complex451@gmail.com> * Set Save on train end to false (#4274) * Set Save on train end to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update prompt_learning.rst * Update prompt_learning.rst * Update YAML (#4261) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Updated config to fix CI test OOM error (#4279) * Updated config to fix CI test issue Signed-off-by: Virginia Adams <vadams@nvidia.com> * Increased num workers Signed-off-by: Virginia Adams <vadams@nvidia.com> * verbose k2 install, skip if failed (#4289) Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> * Changed total virtual prompt tokens (#4295) * Changed total virtual prompt tokens Signed-off-by: Virginia Adams <vadams@nvidia.com> * put number of workers back Signed-off-by: Virginia Adams <vadams@nvidia.com> * upper bound lightning Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * update config Signed-off-by: ericharper <complex451@gmail.com> * remove duplicate test Signed-off-by: ericharper <complex451@gmail.com> * fix tn test cases Signed-off-by: ericharper <complex451@gmail.com> * add another safe.directory Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] Training Fastpitch on German text and phonemes and finetuning HiFi-GAN on predicted mels (#4266) * initial commit Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * cleared notebook outputs Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * formatting errors Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * formatting Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * addressed comments Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * addressed comments on tutorial Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated tutorial Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated grammar and fastpitch description Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated with feedback Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated with feedback Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * removed unused imports Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Speedup the speech commands dataset processing script (#4347) * Add multiprocessing support to the google speech commands dataset processing script Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * fix number of args error with __extract_all_files function Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * fix styling issues Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * fix bugs with silence set construction and update librosa output write to use soundfile write Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * add docstrings and return values in __construct_filepaths as dictionary Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * fix wrong requirement (#4349) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Refactored path to manifest (#4251) Signed-off-by: Evgeniy Shabalin <baah1999@yandex.ru> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * IPA support for TTS (#4310) * IPA tokenizer and G2P untested draft Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add IPA CMUdict and new heteronyms list Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add draft FastPitch IPA config Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Minor bugfixes for IPA training Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add phoneme_probability to IPA G2P Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Updates to IPA FastPitch training config Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Update IPA dict and heteronyms file Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Adjust default lr for IPA FastPitch to 1e-3 Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Rename IPA CMUdict to reflect date Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add docstrings for IPA tokenizer and G2P, update CMUdict path for config Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Fix IPA vocab ordering, add options to uppercase graphemes and remove stress symbols Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Mark IPA classes as experimental Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Update apostrophe-S cases Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Tn install (#4055) * remove conda pynini requirement Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * remove remnants Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * merge with main Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * removing nlp collection dependency from text processing and thus breaking cyclyc imports Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix wrong requirement Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix bug in vi Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * update jenkins folders Signed-off-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * fix tutorial (#4352) Signed-off-by: stevehuang52 <heh@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * fix the post ln (#4350) Signed-off-by: Yi Dong <yidong@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [Fix] Hanging for Fully Randomized Bucketing (#4348) * Update container to 22.05 (#4329) * update container to 22.05 Signed-off-by: ericharper <complex451@gmail.com> * try adding safe directory Signed-off-by: ericharper <complex451@gmail.com> * try env var Signed-off-by: ericharper <complex451@gmail.com> * printenv Signed-off-by: ericharper <complex451@gmail.com> * try GIT_BRANCH Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * remove dbug statements Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: stevehuang52 <heh@nvidia.com> * Merge r1.9.0 main (#4331) * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix doc (#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * notebooks' link, typo and import fix (#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * update speaker docs (#4164) * update speaker docs Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * chunks -> segments Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Khz -> kHz Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * small fix (#4180) Signed-off-by: fayejf <fayejf07@gmail.com> * fix the server key value problem (#4196) Signed-off-by: Yi Dong <yidong@nvidia.com> * Fix/punctuation/trainer required for setting test data (#4199) * Draft of fix Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add warnings and replace globa_step with current_epoch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Small improvements to warnings Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Error and warning messages improvements Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Replace self.trainer with self._trainer Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Update ContextNet version (#4207) Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix bugs for dialogue tutorial (#4211) Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4214) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Add docs for Thutmose Tagger (#4173) * Add docs for Thutmose Tagger Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * add level in docs Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * delete folder to avoid error with running when folder exists from previous run Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> * Dialogue tutorial fix (#4218) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4221) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * fix syntax error in ipynb-file (#4228) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix json serialize (#4235) Signed-off-by: Yi Dong <yidong@nvidia.com> * Prompt Learning Typo Fixes (#4238) * Prompt tuning notebook typo fixes Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update tutorials.rst * Update prompt_learning.rst * Update prompt_learning.rst * fixing bug 3642622 (#4250) * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> * fix broken link in the tutorial (#4257) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * Typo fix, branch change, better download messagae (#4262) Signed-off-by: Virginia Adams <vadams@nvidia.com> * Raise error if bicleaner is not installed in NMT Data preprocesing notebook (#4264) * Raise error if bicleaner is not installed Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Clear cells Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix missing validation dataset, whitelist certain keywords for datasets (#4269) * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update asr configs with num_workers and pin_memory (#4270) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix epoch end (#4265) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Eric Harper <complex451@gmail.com> * Set Save on train end to false (#4274) * Set Save on train end to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update prompt_learning.rst * Update prompt_learning.rst * Update YAML (#4261) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Updated config to fix CI test OOM error (#4279) * Updated config to fix CI test issue Signed-off-by: Virginia Adams <vadams@nvidia.com> * Increased num workers Signed-off-by: Virginia Adams <vadams@nvidia.com> * verbose k2 install, skip if failed (#4289) Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> * Changed total virtual prompt tokens (#4295) * Changed total virtual prompt tokens Signed-off-by: Virginia Adams <vadams@nvidia.com> * put number of workers back Signed-off-by: Virginia Adams <vadams@nvidia.com> * upper bound lightning Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * update config Signed-off-by: ericharper <complex451@gmail.com> * remove duplicate test Signed-off-by: ericharper <complex451@gmail.com> * fix tn test cases Signed-off-by: ericharper <complex451@gmail.com> * add another safe.directory Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: stevehuang52 <heh@nvidia.com> * fix full_randn bucket hang Signed-off-by: stevehuang52 <heh@nvidia.com> * remove unused variables Signed-off-by: stevehuang52 <heh@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Bits of RADTTS support (#4343) * Bits of RADTTS support Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Fixed args mismatch Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Style Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Addressed review comments Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * More review comments Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Prompt Learning Pipeline Parallel (#4291) * Added get_forward_output_and_loss_func and updated train/val steps Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added preprocess flag before prompt table/encoder access Signed-off-by: Virginia Adams <vadams@nvidia.com> * Made two optimizer groups, one for frozen, one for soft prompt Signed-off-by: Virginia Adams <vadams@nvidia.com> * Pipeline parallel working Signed-off-by: Virginia Adams <vadams@nvidia.com> * Still figuring out setting lr/sched for one param group Signed-off-by: Virginia Adams <vadams@nvidia.com> * Set betas to zero Signed-off-by: Virginia Adams <vadams@nvidia.com> * Only unfreeze one sublayer with lr 0.0 Signed-off-by: Virginia Adams <vadams@nvidia.com> * Pipeline parallel working w/ one optimizer Signed-off-by: Virginia Adams <vadams@nvidia.com> * Trying to fix Jenkins file Signed-off-by: Virginia Adams <vadams@nvidia.com> * Trying to fix Jenkins file Signed-off-by: Virginia Adams <vadams@nvidia.com> * Getting updated jenkins test to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * Getting updated jenkins test to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * added prompt learning tp and pp CI tests Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added amp_o2 model compatibility Signed-off-by: Virginia Adams <vadams@nvidia.com> * Made CI test smaller Signed-off-by: Virginia Adams <vadams@nvidia.com> * Still trying to get Jenkins to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * Still trying to get Jenkins to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * Temporarily moving prompt learning CI test to beginning Signed-off-by: Virginia Adams <vadams@nvidia.com> * Changing the layer being unfrozen Signed-off-by: Virginia Adams <vadams@nvidia.com> * debug jenkins Signed-off-by: Virginia Adams <vadams@nvidia.com> * Move pp unfreeze to init Signed-off-by: Virginia Adams <vadams@nvidia.com> * Try to make Jenkins test parallel Signed-off-by: Virginia Adams <vadams@nvidia.com> * Fix python formatting Signed-off-by: Virginia Adams <vadams@nvidia.com> * Moved prompt learning tests back to where they belong Signed-off-by: Virginia Adams <vadams@nvidia.com> * add back checkpoint convertion CI test Signed-off-by: Virginia Adams <vadams@nvidia.com> * Revert "add back checkpoint convertion CI test" This reverts commit 61e2ffcdefe964c8e74b74d8c10906ae29f32b6d. * Add back checkpoint conversion test Signed-off-by: Virginia Adams <vadams@nvidia.com> * Setting requires grad to True everywhere Signed-off-by: Virginia Adams <vadams@nvidia.com> * Updated config comments and simplified param group code Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added comment on frozen_model having lr=0.0 Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added configure optimizers methods Signed-off-by: Virginia Adams <vadams@nvidia.com> * Set amp_o2 to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * removed o2 code Signed-off-by: Virginia Adams <vadams@nvidia.com> * Python formatting fix Signed-off-by: Virginia Adams <vadams@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * auto switch conformer encoder adapter in_features (#4354) Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Dataloader, collector, loss and metric for multiscale diarization decoder (#4187) * First commit Signed-off-by: Taejin Park <tango4j@gmail.com> * Checked funtionality and imports Signed-off-by: Taejin Park <tango4j@gmail.com> * fixed import issues Signed-off-by: Taejin Park <tango4j@gmail.com> * Removed the changed made by mistake Signed-off-by: Taejin Park <tango4j@gmail.com> * Style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Fixed LGTM errors 001 Signed-off-by: Taejin Park <tango4j@gmail.com> * Fixed LGTM and style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Changed docstrings Signed-off-by: Taejin Park <tango4j@gmail.com> * LGTM again Signed-off-by: Taejin Park <tango4j@gmail.com> * Removed unnecessary torch setting lines Signed-off-by: Taejin Park <tango4j@gmail.com> * Style fix and isort Signed-off-by: Taejin Park <tango4j@gmail.com> * jbalam-nv comments reflected Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Reflected comments and created _diar_label.py Signed-off-by: Taejin Park <tango4j@gmail.com> * Typo fix and style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Fixed target_spks[0] index error Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * LGTM unused import IterDataset Signed-off-by: Taejin Park <tango4j@gmail.com> * revert collection doc year Signed-off-by: Taejin Park <tango4j@gmail.com> * Code format error in collections.py Signed-off-by: Taejin Park <tango4j@gmail.com> * fix collections space format error Signed-off-by: Taejin Park <tango4j@gmail.com> * merged main correctly Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Reflected all comments and tested Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix and LGTM Signed-off-by: Taejin Park <tango4j@gmail.com> * rttm_filepath to rttm_file and removed self included funcs, tested Signed-off-by: Taejin Park <tango4j@gmail.com> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Add ASR CTC Decoding module (#4342) * Initial commit Signed-off-by: smajumdar <smajumdar@nvidia.com> * Full support for decoding strategy Signed-off-by: smajumdar <smajumdar@nvidia.com> * Temp Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix labels of y_sequence Signed-off-by: smajumdar <smajumdar@nvidia.com> * Set support for sentencepiece subword merging Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix char and word based token merge alignment Signed-off-by: smajumdar <smajumdar@nvidia.com> * Revert incorrect change Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update docstring Signed-off-by: smajumdar <smajumdar@nvidia.com> * Improve compatibility with greedy tokens and log probs Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update scripts to use decoding strategy Signed-off-by: smajumdar <smajumdar@nvidia.com> * Add tests and docs Signed-off-by: smajumdar <smajumdar@nvidia.com> * Add tests and docs Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix speaker decoder timestamps Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix speaker decoder timestamps Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix decoding of ctc models Signed-off-by: smajumdar <smajumdar@nvidia.com> * Address reviewer comments Signed-off-by: smajumdar <smajumdar@nvidia.com> * Address reviewer comments Signed-off-by: smajumdar <smajumdar@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Option to disable mp in VAD via num_workers=1 (#4317) * Option to disable mp in VAD via num_workers=1 In certain environments python multiprocessing can deadlock. This adds a convenient version to disable by setting num_workers to 1. Signed-off-by: Georg Kucsko <gkucsko@gmail.com> * add none handling Signed-off-by: Georg Kucsko <gkucsko@gmail.com> * additional none handling Signed-off-by: Georg Kucsko <gkucsko@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * remove redundant bias expand (#4382) * remove redundant bias expand Signed-off-by: Xiaowei Ren <xren@nvidia.com> * delete redundant code Signed-off-by: Xiaowei Ren <xren@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Add option for specifying wandb save_dir from config (#4379) * give option to user to specify wandb save dir via config Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * create save_dir directory for wandb logger if not exists Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * update save_dir get method with a default value Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Quick wav2vec fix. In-place operation adding convolutional positions to encoder was overwriting leaf history. Wasn't caught on previous torch versions. (#4383) Signed-off-by: tbartley94 <tbartley@nvidia.com> Co-authored-by: tbartley94 <tbartley@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [Bugfix][TTS] wrong order of returned tuple for general_collate_fn. (#4388) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Merge r1.10.0 main (#4398) * update branch Signed-off-by: ericharper <complex451@gmail.com> * Set headscale false (#4364) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Add wandb as dependency (#4365) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Raise trainer error (#4356) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> * Set headscale false (#4364) (#4366) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: smajumdar <smajumdar@nvidia.com> * Finetuning changes for BART (#4003) * Temp Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Checkpoint converter to nemo for bart Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Style Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> * Make position embedding expansion specific to a batch to avoid checkpoint size mismatches (#4357) * Style Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix logging warning Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> * Fix electronic bug, new time ITN rule (#4355) * fix electronic bug Signed-off-by: ekmb <ebakhturina@nvidia.com> * add new itn time rule Signed-off-by: ekmb <ebakhturina@nvidia.com> * revert domain changes Signed-off-by: ekmb <ebakhturina@nvidia.com> * remove repetition Signed-off-by: ekmb <ebakhturina@nvidia.com> * Correct support for dataclasses in default module dim (#4372) * Correct support for dataclasses in default module dim Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix path for save of results Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix pad id bug (#4377) Signed-off-by: Yi Dong <yidong@nvidia.com> * Question answering bug fix (#4381) * refactor dialogue state tracking for modelling/dataset interoperability Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style changes Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style raised by lgtm Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style formatting Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update template to include description of intent Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * changes based on requests in review Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add compatibility with assistant dataset Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove dialogue_state_tracking Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update huggingface utils for dialogue Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * rename dialogue_state_tracking_hybrid to dialogue_state_tracking_sgdqa Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix nemo/collections/nlp/models/dialogue_state_tracking_sgdqa/__init__.py Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add docstrings for assistant data processsor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins for SGDGEN local checkpoint Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * use local vocab file for Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * patch for Jenkins CI using local file Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add slot filling prediction and metrics Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused code Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix …
hainan-xv
pushed a commit
to hainan-xv/NeMo
that referenced
this pull request
Nov 29, 2022
* update container to 22.05 Signed-off-by: ericharper <complex451@gmail.com> * try adding safe directory Signed-off-by: ericharper <complex451@gmail.com> * try env var Signed-off-by: ericharper <complex451@gmail.com> * printenv Signed-off-by: ericharper <complex451@gmail.com> * try GIT_BRANCH Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * remove dbug statements Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com>
hainan-xv
pushed a commit
to hainan-xv/NeMo
that referenced
this pull request
Nov 29, 2022
* Update container to 22.05 (NVIDIA#4329) * update container to 22.05 Signed-off-by: ericharper <complex451@gmail.com> * try adding safe directory Signed-off-by: ericharper <complex451@gmail.com> * try env var Signed-off-by: ericharper <complex451@gmail.com> * printenv Signed-off-by: ericharper <complex451@gmail.com> * try GIT_BRANCH Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * remove dbug statements Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: stevehuang52 <heh@nvidia.com> * Merge r1.9.0 main (NVIDIA#4331) * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * cleaned up TN/ ITN doc (NVIDIA#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (NVIDIA#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix doc (NVIDIA#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (NVIDIA#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (NVIDIA#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (NVIDIA#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (NVIDIA#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * notebooks' link, typo and import fix (NVIDIA#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * update speaker docs (NVIDIA#4164) * update speaker docs Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * chunks -> segments Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Khz -> kHz Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * small fix (NVIDIA#4180) Signed-off-by: fayejf <fayejf07@gmail.com> * fix the server key value problem (NVIDIA#4196) Signed-off-by: Yi Dong <yidong@nvidia.com> * Fix/punctuation/trainer required for setting test data (NVIDIA#4199) * Draft of fix Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add warnings and replace globa_step with current_epoch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Small improvements to warnings Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Error and warning messages improvements Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Replace self.trainer with self._trainer Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Update ContextNet version (NVIDIA#4207) Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix bugs for dialogue tutorial (NVIDIA#4211) Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (NVIDIA#4214) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Add docs for Thutmose Tagger (NVIDIA#4173) * Add docs for Thutmose Tagger Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * add level in docs Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * delete folder to avoid error with running when folder exists from previous run Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> * Dialogue tutorial fix (NVIDIA#4218) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (NVIDIA#4221) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * fix syntax error in ipynb-file (NVIDIA#4228) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix json serialize (NVIDIA#4235) Signed-off-by: Yi Dong <yidong@nvidia.com> * Prompt Learning Typo Fixes (NVIDIA#4238) * Prompt tuning notebook typo fixes Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update tutorials.rst * Update prompt_learning.rst * Update prompt_learning.rst * fixing bug 3642622 (NVIDIA#4250) * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> * fix broken link in the tutorial (NVIDIA#4257) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * Typo fix, branch change, better download messagae (NVIDIA#4262) Signed-off-by: Virginia Adams <vadams@nvidia.com> * Raise error if bicleaner is not installed in NMT Data preprocesing notebook (NVIDIA#4264) * Raise error if bicleaner is not installed Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Clear cells Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix missing validation dataset, whitelist certain keywords for datasets (NVIDIA#4269) * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update asr configs with num_workers and pin_memory (NVIDIA#4270) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix epoch end (NVIDIA#4265) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Eric Harper <complex451@gmail.com> * Set Save on train end to false (NVIDIA#4274) * Set Save on train end to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update prompt_learning.rst * Update prompt_learning.rst * Update YAML (NVIDIA#4261) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Updated config to fix CI test OOM error (NVIDIA#4279) * Updated config to fix CI test issue Signed-off-by: Virginia Adams <vadams@nvidia.com> * Increased num workers Signed-off-by: Virginia Adams <vadams@nvidia.com> * verbose k2 install, skip if failed (NVIDIA#4289) Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> * Changed total virtual prompt tokens (NVIDIA#4295) * Changed total virtual prompt tokens Signed-off-by: Virginia Adams <vadams@nvidia.com> * put number of workers back Signed-off-by: Virginia Adams <vadams@nvidia.com> * upper bound lightning Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * update config Signed-off-by: ericharper <complex451@gmail.com> * remove duplicate test Signed-off-by: ericharper <complex451@gmail.com> * fix tn test cases Signed-off-by: ericharper <complex451@gmail.com> * add another safe.directory Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: stevehuang52 <heh@nvidia.com> * fix full_randn bucket hang Signed-off-by: stevehuang52 <heh@nvidia.com> * remove unused variables Signed-off-by: stevehuang52 <heh@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com>
hainan-xv
added a commit
to hainan-xv/NeMo
that referenced
this pull request
Nov 29, 2022
* stateless RNNT working Signed-off-by: Hainan Xu <hainanx@nvidia.com> * batch decode working Signed-off-by: Hainan Xu <hainanx@nvidia.com> * working backup Signed-off-by: Hainan Xu <hainanx@nvidia.com> * good working version Signed-off-by: Hainan Xu <hainanx@nvidia.com> * temporarily make norm layer have affine Signed-off-by: Hainan Xu <hainanx@nvidia.com> * temp Signed-off-by: Hainan Xu <hainanx@nvidia.com> * temp Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] add staticmethod decoration for BetaBinomialInterpolator (#4319) Signed-off-by: Xuesong Yang <xuesongyxs@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] remove redundant lines and declare global variables and capture (#4320) exception of non-supported windows. Signed-off-by: Xuesong Yang <xuesongyxs@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Finetune T5 on the prefix-lm objective (#4328) * Add script and yaml config Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix yaml config Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Style Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Update yaml to remove hardcoded model path Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Fuse bias with geglu in ParallelMLP (#4213) * add code of fused_bias_geglu * call fused_bias_geglu in ParallelMLP * fix some bugs * change biad_gelu_activation to bias_activation_fusion * fix the setting of bias_actication_fusion for T5 * delete bias_gelu_fusion from T5 example config * push reformatted files * hto4h gemms fusion * remove hto4h gemms fusion * push reformatted files * disable bias_activation_fusion while activation is not geglu * add bias_activation_fusion in yaml config file * add bias_gelu_fusion in T5 config yaml file to pass CI test * change bias_gelu_fusion to bias_activation_fusion for T5 CI test * recover latest change Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Support larger datasets for question answering (#4205) * refactor dialogue state tracking for modelling/dataset interoperability Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style changes Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style raised by lgtm Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style formatting Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update template to include description of intent Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * changes based on requests in review Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add compatibility with assistant dataset Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove dialogue_state_tracking Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update huggingface utils for dialogue Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * rename dialogue_state_tracking_hybrid to dialogue_state_tracking_sgdqa Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix nemo/collections/nlp/models/dialogue_state_tracking_sgdqa/__init__.py Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add docstrings for assistant data processsor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins for SGDGEN local checkpoint Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * use local vocab file for Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * patch for Jenkins CI using local file Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add slot filling prediction and metrics Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused code Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * refactor metrics code out of Dialogue GPT Model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate backward compatible support for IntentSlotClassificationModel (bert model) Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * save prediction file for IntentSlotClassification Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue gpt model training for megatron gpt Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove batch generate for HF GPT2, which causes lower performance Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add few shot capability to dialogue gpt model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile and remove unused import Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update code description and clarity Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address PR comments Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate compatibility with ZeroShotIntentModel Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * rename folder to dialogue due to increased scope and further refactor for clarity Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * added dialogue GPT for sequence generation task (e.g. answer extender) Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add CI test for DialogueGPTGenerationModel Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate DialogueS2SGenerationModel for generation task (e.g. answer extender) Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * modify huggingface utils to support HF t5/BART models Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused imports Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update bleu metric Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix bleu metric style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * debug bleu metric Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * debug bleu metric Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update based on PR #3893 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update 2 based on PR #3893 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update 3 based on PR #3893 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate sgd generation based on user user utterance and system slot-values to generate system utterance Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add validation model saving capabilities Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * cleaned up code for SGD Based Answer extender Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Dialogue Generation CI Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix Jenkins CI issue" Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add support for design dataset Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unnecessary imports Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * support megatron for dialogue_s2s_generation_model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * reduce loaded samples in MSMarcoDataProcessor to 64 when cfg.model.dataset.debug_mode=True Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update CI Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update checkpoint and predictions filename to include epoch number Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate HF BART MNLI into zero shot intent model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate Dialogue Nearest Neighbour Model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * refactor Dialogue SGD Data Processor to make interface for models cleaner Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Dialogue S2S Generation model for DialogueSGDDataProcessor interface Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * support sgd and drive thru datasets by zero shot model and nearest neighbour model Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add prediction saving code to nearest neighbour and zero shot intent models Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo in sgd data processor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * integrate Dialogue Mellon QA Data Processor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update mellon qa Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue.py to remove outdated info Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue_config.yaml Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update dialogue_config.yaml Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add dialogue docs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address review comments Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix for cfg Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * make dependency on apex optional Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * change NLPDDPluggin calling logic to make it possible to run without apex Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add first draft of tutorial Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * reduce ms marco size by removing lines without wellFormedAnswers Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address pr comments Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update colab tutorial link in dialogue docs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * include unit test and some refactor to facilitate unit test Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * address pr issues Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove typos in dialogue tutorial Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * support larger files for question answering Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unnecessary artifacts to reduce memory use Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * put 0 tensor to device Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update link within dialogue tutorial Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * restore previously delete files Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error handling when loss = nan Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update nan handling Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update spanning loss func Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update spanning loss Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix type error raised in qa_dataset.py Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add error checking message Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert back to float32 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert back to float32 Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update exp logging Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update error msgs Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update loading of large file from pickle to json Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update loading of large file from pickle to json Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * limit number of negative samples Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert post processing Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * revert post processing Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused methods and style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add more documentation Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused imports Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * changes base on PR review Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> Co-authored-by: Zhilin Wang <zhilinw@nvidia.com> Co-authored-by: Oleksii Kuchaiev <okuchaiev@users.noreply.github.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Fix bugs in indexed dataset exam script (#4325) * fix the typo Signed-off-by: Yi Dong <yidong@nvidia.com> * add neighbors option Signed-off-by: Yi Dong <yidong@nvidia.com> * change the argument name Signed-off-by: Yi Dong <yidong@nvidia.com> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Adding docs for ASR SSL (#4303) * Initial commit for SSL docs Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> * ssl docs update-1 Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> * ssl docs update-2 Signed-off-by: Krishna Puvvada <kpuvvada@nvidia.com> Co-authored-by: Krishna Puvvada <kpuvvada@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Fuse grad division into async grad allreduce (#4327) * O2 runs but O1 does not Signed-off-by: ericharper <complex451@gmail.com> * disable async for O1 Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * update async flag in configure_optimizers Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * revert Signed-off-by: ericharper <complex451@gmail.com> * update _require if using async Signed-off-by: ericharper <complex451@gmail.com> * clean comments Signed-off-by: ericharper <complex451@gmail.com> * always all_reduce Signed-off-by: ericharper <complex451@gmail.com> * add async grad allreduce and chunk optimization to T5 * push reformatted files after style check * set chunk size as 0 while async grad allreduce is off * more experiments show that 125MB is a better default chunk size for most cases * add grad_allreduce_chunk_size_mb for GPT-3 * at the end of each training step, wait until all async grad allreduce works are done * replace individual allreduce work.wait() with a single dGPU evice synchroonization * add code of fused_bias_geglu * call fused_bias_geglu in ParallelMLP * record the status of each allreduce work seems too much for perf * add more comments * push a reformatted file * fix some bugs * change biad_gelu_activation to bias_activation_fusion * fix the setting of bias_actication_fusion for T5 * delete bias_gelu_fusion from T5 example config * push reformatted files * fuse grad scale with allreduce * push reformatted files * hto4h gemms fusion * remove hto4h gemms fusion * add grad_scale_ar_fusion into GPT-3 * push reformatted files * push reformatted files * rename grad_scale_ar_fusion to grad_div_ar_fusion * disable bias_activation_fusion while activation is not geglu * add bias_activation_fusion in yaml config file * add bias_gelu_fusion in T5 config yaml file to pass CI test * change bias_gelu_fusion to bias_activation_fusion for T5 CI test * recover latest change * add grad_div_ar_fusion in config yaml file * remove a redundant float() Co-authored-by: ericharper <complex451@gmail.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Update container to 22.05 (#4329) * update container to 22.05 Signed-off-by: ericharper <complex451@gmail.com> * try adding safe directory Signed-off-by: ericharper <complex451@gmail.com> * try env var Signed-off-by: ericharper <complex451@gmail.com> * printenv Signed-off-by: ericharper <complex451@gmail.com> * try GIT_BRANCH Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * remove dbug statements Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Torchaudio installation fix (#4330) * separate installer added Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> * apply suggestions, minor fixes Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] enforced pin_memory = True (#4341) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Merge r1.9.0 main (#4331) * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix doc (#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * notebooks' link, typo and import fix (#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * update speaker docs (#4164) * update speaker docs Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * chunks -> segments Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Khz -> kHz Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * small fix (#4180) Signed-off-by: fayejf <fayejf07@gmail.com> * fix the server key value problem (#4196) Signed-off-by: Yi Dong <yidong@nvidia.com> * Fix/punctuation/trainer required for setting test data (#4199) * Draft of fix Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add warnings and replace globa_step with current_epoch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Small improvements to warnings Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Error and warning messages improvements Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Replace self.trainer with self._trainer Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Update ContextNet version (#4207) Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix bugs for dialogue tutorial (#4211) Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4214) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Add docs for Thutmose Tagger (#4173) * Add docs for Thutmose Tagger Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * add level in docs Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * delete folder to avoid error with running when folder exists from previous run Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> * Dialogue tutorial fix (#4218) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4221) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * fix syntax error in ipynb-file (#4228) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix json serialize (#4235) Signed-off-by: Yi Dong <yidong@nvidia.com> * Prompt Learning Typo Fixes (#4238) * Prompt tuning notebook typo fixes Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update tutorials.rst * Update prompt_learning.rst * Update prompt_learning.rst * fixing bug 3642622 (#4250) * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> * fix broken link in the tutorial (#4257) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * Typo fix, branch change, better download messagae (#4262) Signed-off-by: Virginia Adams <vadams@nvidia.com> * Raise error if bicleaner is not installed in NMT Data preprocesing notebook (#4264) * Raise error if bicleaner is not installed Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Clear cells Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix missing validation dataset, whitelist certain keywords for datasets (#4269) * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update asr configs with num_workers and pin_memory (#4270) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix epoch end (#4265) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Eric Harper <complex451@gmail.com> * Set Save on train end to false (#4274) * Set Save on train end to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update prompt_learning.rst * Update prompt_learning.rst * Update YAML (#4261) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Updated config to fix CI test OOM error (#4279) * Updated config to fix CI test issue Signed-off-by: Virginia Adams <vadams@nvidia.com> * Increased num workers Signed-off-by: Virginia Adams <vadams@nvidia.com> * verbose k2 install, skip if failed (#4289) Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> * Changed total virtual prompt tokens (#4295) * Changed total virtual prompt tokens Signed-off-by: Virginia Adams <vadams@nvidia.com> * put number of workers back Signed-off-by: Virginia Adams <vadams@nvidia.com> * upper bound lightning Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * update config Signed-off-by: ericharper <complex451@gmail.com> * remove duplicate test Signed-off-by: ericharper <complex451@gmail.com> * fix tn test cases Signed-off-by: ericharper <complex451@gmail.com> * add another safe.directory Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [TTS] Training Fastpitch on German text and phonemes and finetuning HiFi-GAN on predicted mels (#4266) * initial commit Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * cleared notebook outputs Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * formatting errors Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * formatting Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * addressed comments Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * addressed comments on tutorial Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated tutorial Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated grammar and fastpitch description Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated with feedback Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * updated with feedback Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> * removed unused imports Signed-off-by: Akshit Arora <akshit.arora@colorado.edu> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Speedup the speech commands dataset processing script (#4347) * Add multiprocessing support to the google speech commands dataset processing script Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * fix number of args error with __extract_all_files function Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * fix styling issues Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * fix bugs with silence set construction and update librosa output write to use soundfile write Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * add docstrings and return values in __construct_filepaths as dictionary Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * fix wrong requirement (#4349) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Refactored path to manifest (#4251) Signed-off-by: Evgeniy Shabalin <baah1999@yandex.ru> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * IPA support for TTS (#4310) * IPA tokenizer and G2P untested draft Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add IPA CMUdict and new heteronyms list Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add draft FastPitch IPA config Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Minor bugfixes for IPA training Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add phoneme_probability to IPA G2P Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Updates to IPA FastPitch training config Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Update IPA dict and heteronyms file Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Adjust default lr for IPA FastPitch to 1e-3 Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Rename IPA CMUdict to reflect date Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Add docstrings for IPA tokenizer and G2P, update CMUdict path for config Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Fix IPA vocab ordering, add options to uppercase graphemes and remove stress symbols Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Mark IPA classes as experimental Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> * Update apostrophe-S cases Signed-off-by: Jocelyn Huang <jocelynh@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Tn install (#4055) * remove conda pynini requirement Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * remove remnants Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * merge with main Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * removing nlp collection dependency from text processing and thus breaking cyclyc imports Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix wrong requirement Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix bug in vi Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * update jenkins folders Signed-off-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * fix tutorial (#4352) Signed-off-by: stevehuang52 <heh@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * fix the post ln (#4350) Signed-off-by: Yi Dong <yidong@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [Fix] Hanging for Fully Randomized Bucketing (#4348) * Update container to 22.05 (#4329) * update container to 22.05 Signed-off-by: ericharper <complex451@gmail.com> * try adding safe directory Signed-off-by: ericharper <complex451@gmail.com> * try env var Signed-off-by: ericharper <complex451@gmail.com> * printenv Signed-off-by: ericharper <complex451@gmail.com> * try GIT_BRANCH Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> * remove dbug statements Signed-off-by: ericharper <complex451@gmail.com> Signed-off-by: stevehuang52 <heh@nvidia.com> * Merge r1.9.0 main (#4331) * update branch Signed-off-by: ericharper <complex451@gmail.com> * update package info Signed-off-by: ericharper <complex451@gmail.com> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Draft: Fix restoring from checkpoint for case when `model.common_dataset_parameters.label_vocab_dir` is provided (#4136) * Fix restoring from checkpoint with label vocab dir Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add tests for various ways to pass label ids to model Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix typo Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Do not create tmp directory Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix parameter name Signed-off-by: PeganovAnton <peganoff2@mail.ru> * finish cherry-pick op Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Fix labels errors Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Remove duplicate stage Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Change target branch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * fix doc (#4146) Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * Tacotron2 retrain (#4103) * fix yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Fix for new TTSDataset class Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * added wandb logging Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * fix numpy version Signed-off-by: treacker <emshabalin@yandex.ru> * inference fix Signed-off-by: treacker <emshabalin@yandex.ru> * removed old code Signed-off-by: treacker <emshabalin@yandex.ru> * updated parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * reverted version update Signed-off-by: treacker <emshabalin@yandex.ru> * refactored parser logic Signed-off-by: treacker <emshabalin@yandex.ru> * Updated Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Refactored tutorial for Tacotron2 Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Made backward compatibility Signed-off-by: treacker <emshabalin@yandex.ru> * Update Jenkinsfile Signed-off-by: treacker <emshabalin@yandex.ru> * Update tacotron.yaml Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * cleaned up TN/ ITN doc (#4119) * cleaned up TN/ ITN doc Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix typo Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> * fix image Signed-off-by: Yang Zhang <yangzhang@nvidia.com> Signed-off-by: treacker <emshabalin@yandex.ru> * Check implicit grad acc in GLUE dataset building (#4123) * Check implicit grad acc in GLUE dataset building Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix jenkins test for GLUE/XNLI Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Fixed jenkins Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> * Refactoring Signed-off-by: treacker <emshabalin@yandex.ru> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> * Multiprocess improvements (#4127) * initial commit Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * start fix Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * improve multiprocessing speed while creating speaker dataset Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * updated scp to filelist Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * notebooks' link, typo and import fix (#4158) * redo missing pr 4007 Signed-off-by: fayejf <fayejf07@gmail.com> * remove extremely unreliable links Signed-off-by: fayejf <fayejf07@gmail.com> * update speaker docs (#4164) * update speaker docs Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * chunks -> segments Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * Khz -> kHz Signed-off-by: nithinraok <nithinrao.koluguri@gmail.com> * small fix (#4180) Signed-off-by: fayejf <fayejf07@gmail.com> * fix the server key value problem (#4196) Signed-off-by: Yi Dong <yidong@nvidia.com> * Fix/punctuation/trainer required for setting test data (#4199) * Draft of fix Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Add warnings and replace globa_step with current_epoch Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Small improvements to warnings Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Error and warning messages improvements Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Replace self.trainer with self._trainer Signed-off-by: PeganovAnton <peganoff2@mail.ru> * Update ContextNet version (#4207) Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix bugs for dialogue tutorial (#4211) Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4214) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Add docs for Thutmose Tagger (#4173) * Add docs for Thutmose Tagger Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * add level in docs Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> * delete folder to avoid error with running when folder exists from previous run Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> * Dialogue tutorial fix (#4218) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * Dialogue tutorial fix (#4221) * fix bugs for dialogue tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update path for convert_datasets.py due to conflict PR Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * restore previously deleted files Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * style fix Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * update tutorial Signed-off-by: Zhilin Wang <wangzhilin12061996@hotmail.com> * fix syntax error in ipynb-file (#4228) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * fix json serialize (#4235) Signed-off-by: Yi Dong <yidong@nvidia.com> * Prompt Learning Typo Fixes (#4238) * Prompt tuning notebook typo fixes Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update tutorials.rst * Update prompt_learning.rst * Update prompt_learning.rst * fixing bug 3642622 (#4250) * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> * fixing bug 3642622 Signed-off-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> * fix broken link in the tutorial (#4257) Signed-off-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> * Typo fix, branch change, better download messagae (#4262) Signed-off-by: Virginia Adams <vadams@nvidia.com> * Raise error if bicleaner is not installed in NMT Data preprocesing notebook (#4264) * Raise error if bicleaner is not installed Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Clear cells Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix missing validation dataset, whitelist certain keywords for datasets (#4269) * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix missing validation dataset, whitelist certain keywords for datasets Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update asr configs with num_workers and pin_memory (#4270) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix epoch end (#4265) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Eric Harper <complex451@gmail.com> * Set Save on train end to false (#4274) * Set Save on train end to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * Update prompt_learning.rst * Update prompt_learning.rst * Update YAML (#4261) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Updated config to fix CI test OOM error (#4279) * Updated config to fix CI test issue Signed-off-by: Virginia Adams <vadams@nvidia.com> * Increased num workers Signed-off-by: Virginia Adams <vadams@nvidia.com> * verbose k2 install, skip if failed (#4289) Signed-off-by: Aleksandr Laptev <alaptev@nvidia.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> * Changed total virtual prompt tokens (#4295) * Changed total virtual prompt tokens Signed-off-by: Virginia Adams <vadams@nvidia.com> * put number of workers back Signed-off-by: Virginia Adams <vadams@nvidia.com> * upper bound lightning Signed-off-by: ericharper <complex451@gmail.com> * update branch Signed-off-by: ericharper <complex451@gmail.com> * update config Signed-off-by: ericharper <complex451@gmail.com> * remove duplicate test Signed-off-by: ericharper <complex451@gmail.com> * fix tn test cases Signed-off-by: ericharper <complex451@gmail.com> * add another safe.directory Signed-off-by: ericharper <complex451@gmail.com> * typo Signed-off-by: ericharper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: stevehuang52 <heh@nvidia.com> * fix full_randn bucket hang Signed-off-by: stevehuang52 <heh@nvidia.com> * remove unused variables Signed-off-by: stevehuang52 <heh@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Co-authored-by: Yang Zhang <yzhang123@users.noreply.github.com> Co-authored-by: PeganovAnton <peganoff2@mail.ru> Co-authored-by: treacker <36159472+treacker@users.noreply.github.com> Co-authored-by: Sandeep Subramanian <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Co-authored-by: Yi Dong <43824965+yidong72@users.noreply.github.com> Co-authored-by: Somshubra Majumdar <titu1994@gmail.com> Co-authored-by: Zhilin Wang <wangzhilin12061996@hotmail.com> Co-authored-by: bene-ges <61418381+bene-ges@users.noreply.github.com> Co-authored-by: Alexandra Antonova <aleksandraa@nvidia.com> Co-authored-by: ekmb <ebakhturina@nvidia.com> Co-authored-by: Virginia Adams <78445382+vadam5@users.noreply.github.com> Co-authored-by: Ghasem <35242805+pasandi20@users.noreply.github.com> Co-authored-by: Ghasem Pasandi <gpasandi@nvidia.com> Co-authored-by: Aleksandr Laptev <laptevsasha12@gmail.com> Co-authored-by: Aleksandr Laptev <alaptev@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Bits of RADTTS support (#4343) * Bits of RADTTS support Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Fixed args mismatch Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Style Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * Addressed review comments Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> * More review comments Signed-off-by: Boris Fomitchev <bfomitchev@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Prompt Learning Pipeline Parallel (#4291) * Added get_forward_output_and_loss_func and updated train/val steps Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added preprocess flag before prompt table/encoder access Signed-off-by: Virginia Adams <vadams@nvidia.com> * Made two optimizer groups, one for frozen, one for soft prompt Signed-off-by: Virginia Adams <vadams@nvidia.com> * Pipeline parallel working Signed-off-by: Virginia Adams <vadams@nvidia.com> * Still figuring out setting lr/sched for one param group Signed-off-by: Virginia Adams <vadams@nvidia.com> * Set betas to zero Signed-off-by: Virginia Adams <vadams@nvidia.com> * Only unfreeze one sublayer with lr 0.0 Signed-off-by: Virginia Adams <vadams@nvidia.com> * Pipeline parallel working w/ one optimizer Signed-off-by: Virginia Adams <vadams@nvidia.com> * Trying to fix Jenkins file Signed-off-by: Virginia Adams <vadams@nvidia.com> * Trying to fix Jenkins file Signed-off-by: Virginia Adams <vadams@nvidia.com> * Getting updated jenkins test to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * Getting updated jenkins test to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * added prompt learning tp and pp CI tests Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added amp_o2 model compatibility Signed-off-by: Virginia Adams <vadams@nvidia.com> * Made CI test smaller Signed-off-by: Virginia Adams <vadams@nvidia.com> * Still trying to get Jenkins to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * Still trying to get Jenkins to work Signed-off-by: Virginia Adams <vadams@nvidia.com> * Temporarily moving prompt learning CI test to beginning Signed-off-by: Virginia Adams <vadams@nvidia.com> * Changing the layer being unfrozen Signed-off-by: Virginia Adams <vadams@nvidia.com> * debug jenkins Signed-off-by: Virginia Adams <vadams@nvidia.com> * Move pp unfreeze to init Signed-off-by: Virginia Adams <vadams@nvidia.com> * Try to make Jenkins test parallel Signed-off-by: Virginia Adams <vadams@nvidia.com> * Fix python formatting Signed-off-by: Virginia Adams <vadams@nvidia.com> * Moved prompt learning tests back to where they belong Signed-off-by: Virginia Adams <vadams@nvidia.com> * add back checkpoint convertion CI test Signed-off-by: Virginia Adams <vadams@nvidia.com> * Revert "add back checkpoint convertion CI test" This reverts commit 61e2ffcdefe964c8e74b74d8c10906ae29f32b6d. * Add back checkpoint conversion test Signed-off-by: Virginia Adams <vadams@nvidia.com> * Setting requires grad to True everywhere Signed-off-by: Virginia Adams <vadams@nvidia.com> * Updated config comments and simplified param group code Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added comment on frozen_model having lr=0.0 Signed-off-by: Virginia Adams <vadams@nvidia.com> * Added configure optimizers methods Signed-off-by: Virginia Adams <vadams@nvidia.com> * Set amp_o2 to false Signed-off-by: Virginia Adams <vadams@nvidia.com> * removed o2 code Signed-off-by: Virginia Adams <vadams@nvidia.com> * Python formatting fix Signed-off-by: Virginia Adams <vadams@nvidia.com> Co-authored-by: Eric Harper <complex451@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * auto switch conformer encoder adapter in_features (#4354) Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Dataloader, collector, loss and metric for multiscale diarization decoder (#4187) * First commit Signed-off-by: Taejin Park <tango4j@gmail.com> * Checked funtionality and imports Signed-off-by: Taejin Park <tango4j@gmail.com> * fixed import issues Signed-off-by: Taejin Park <tango4j@gmail.com> * Removed the changed made by mistake Signed-off-by: Taejin Park <tango4j@gmail.com> * Style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Fixed LGTM errors 001 Signed-off-by: Taejin Park <tango4j@gmail.com> * Fixed LGTM and style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Changed docstrings Signed-off-by: Taejin Park <tango4j@gmail.com> * LGTM again Signed-off-by: Taejin Park <tango4j@gmail.com> * Removed unnecessary torch setting lines Signed-off-by: Taejin Park <tango4j@gmail.com> * Style fix and isort Signed-off-by: Taejin Park <tango4j@gmail.com> * jbalam-nv comments reflected Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Reflected comments and created _diar_label.py Signed-off-by: Taejin Park <tango4j@gmail.com> * Typo fix and style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Fixed target_spks[0] index error Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * LGTM unused import IterDataset Signed-off-by: Taejin Park <tango4j@gmail.com> * revert collection doc year Signed-off-by: Taejin Park <tango4j@gmail.com> * Code format error in collections.py Signed-off-by: Taejin Park <tango4j@gmail.com> * fix collections space format error Signed-off-by: Taejin Park <tango4j@gmail.com> * merged main correctly Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix Signed-off-by: Taejin Park <tango4j@gmail.com> * Reflected all comments and tested Signed-off-by: Taejin Park <tango4j@gmail.com> * style fix and LGTM Signed-off-by: Taejin Park <tango4j@gmail.com> * rttm_filepath to rttm_file and removed self included funcs, tested Signed-off-by: Taejin Park <tango4j@gmail.com> Co-authored-by: Nithin Rao <nithinrao.koluguri@gmail.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Add ASR CTC Decoding module (#4342) * Initial commit Signed-off-by: smajumdar <smajumdar@nvidia.com> * Full support for decoding strategy Signed-off-by: smajumdar <smajumdar@nvidia.com> * Temp Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix labels of y_sequence Signed-off-by: smajumdar <smajumdar@nvidia.com> * Set support for sentencepiece subword merging Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix char and word based token merge alignment Signed-off-by: smajumdar <smajumdar@nvidia.com> * Revert incorrect change Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update docstring Signed-off-by: smajumdar <smajumdar@nvidia.com> * Improve compatibility with greedy tokens and log probs Signed-off-by: smajumdar <smajumdar@nvidia.com> * Update scripts to use decoding strategy Signed-off-by: smajumdar <smajumdar@nvidia.com> * Add tests and docs Signed-off-by: smajumdar <smajumdar@nvidia.com> * Add tests and docs Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix speaker decoder timestamps Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix speaker decoder timestamps Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix decoding of ctc models Signed-off-by: smajumdar <smajumdar@nvidia.com> * Address reviewer comments Signed-off-by: smajumdar <smajumdar@nvidia.com> * Address reviewer comments Signed-off-by: smajumdar <smajumdar@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Option to disable mp in VAD via num_workers=1 (#4317) * Option to disable mp in VAD via num_workers=1 In certain environments python multiprocessing can deadlock. This adds a convenient version to disable by setting num_workers to 1. Signed-off-by: Georg Kucsko <gkucsko@gmail.com> * add none handling Signed-off-by: Georg Kucsko <gkucsko@gmail.com> * additional none handling Signed-off-by: Georg Kucsko <gkucsko@gmail.com> Co-authored-by: fayejf <36722593+fayejf@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * remove redundant bias expand (#4382) * remove redundant bias expand Signed-off-by: Xiaowei Ren <xren@nvidia.com> * delete redundant code Signed-off-by: Xiaowei Ren <xren@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Add option for specifying wandb save_dir from config (#4379) * give option to user to specify wandb save dir via config Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * create save_dir directory for wandb logger if not exists Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> * update save_dir get method with a default value Signed-off-by: Shantanu Acharya <shantanua@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Quick wav2vec fix. In-place operation adding convolutional positions to encoder was overwriting leaf history. Wasn't caught on previous torch versions. (#4383) Signed-off-by: tbartley94 <tbartley@nvidia.com> Co-authored-by: tbartley94 <tbartley@nvidia.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * [Bugfix][TTS] wrong order of returned tuple for general_collate_fn. (#4388) Signed-off-by: Xuesong Yang <1646669+XuesongYang@users.noreply.github.com> Signed-off-by: Hainan Xu <hainanx@nvidia.com> * Merge r1.10.0 main (#4398) * update branch Signed-off-by: ericharper <complex451@gmail.com> * Set headscale false (#4364) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Add wandb as dependency (#4365) Signed-off-by: smajumdar <smajumdar@nvidia.com> * Raise trainer error (#4356) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> * Set headscale false (#4364) (#4366) Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Signed-off-by: smajumdar <smajumdar@nvidia.com> * Finetuning changes for BART (#4003) * Temp Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Checkpoint converter to nemo for bart Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Style Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> * Make position embedding expansion specific to a batch to avoid checkpoint size mismatches (#4357) * Style Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> * Fix logging warning Signed-off-by: MaximumEntropy <sandeep.subramanian.1@umontreal.ca> Co-authored-by: Micha Livne <michalivne@users.noreply.github.com> * Fix electronic bug, new time ITN rule (#4355) * fix electronic bug Signed-off-by: ekmb <ebakhturina@nvidia.com> * add new itn time rule Signed-off-by: ekmb <ebakhturina@nvidia.com> * revert domain changes Signed-off-by: ekmb <ebakhturina@nvidia.com> * remove repetition Signed-off-by: ekmb <ebakhturina@nvidia.com> * Correct support for dataclasses in default module dim (#4372) * Correct support for dataclasses in default module dim Signed-off-by: smajumdar <smajumdar@nvidia.com> * Fix path for save of results Signed-off-by: smajumdar <smajumdar@nvidia.com> * fix pad id bug (#4377) Signed-off-by: Yi Dong <yidong@nvidia.com> * Question answering bug fix (#4381) * refactor dialogue state tracking for modelling/dataset interoperability Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style changes Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style raised by lgtm Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style formatting Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update template to include description of intent Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * changes based on requests in review Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add compatibility with assistant dataset Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove dialogue_state_tracking Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update huggingface utils for dialogue Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * rename dialogue_state_tracking_hybrid to dialogue_state_tracking_sgdqa Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix nemo/collections/nlp/models/dialogue_state_tracking_sgdqa/__init__.py Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkinsfile for SGDGEN Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * fix typo Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add docstrings for assistant data processsor Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update Jenkins for SGDGEN local checkpoint Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * update style Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * use local vocab file for Jenkinsfile Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * patch for Jenkins CI using local file Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * add slot filling prediction and metrics Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * remove unused code Signed-off-by: Zhilin Wang <zhilinw@nvidia.com> * style fix …
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
What does this PR do ?
Add a one line overview of what this PR aims to accomplish.
Collection: [Note which collection this PR will affect]
Changelog
Usage
# Add a code snippet demonstrating how to use thisBefore your PR is "Ready for review"
Pre checks:
PR Type:
If you haven't finished some of the above items you can still open "Draft" PR.
Who can review?
Anyone in the community is free to review the PR once the checks have passed.
Contributor guidelines contains specific people who can review PRs to various areas.
Additional Information