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t5-rpe-fix targeting r1.10.0; raise exception for PP>2. #4469

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merged 1 commit into from
Jun 29, 2022

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khcs
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@khcs khcs commented Jun 29, 2022

What does this PR do ?

Fix the RPE implementation converging slower with loss consistently higher than NeMo APE and Megatron-LM RPE implementation.

NEW: exception is raised when configured with pipelie-parallel-size > 2 and RPE.

Collection: NLP

Changelog

  • Changed how RPE parameters are initialized and passed on.

Usage

  • Train with model.position_embedding_type='relative' config.
python /home/workspace/NeMo/examples/nlp/language_modeling/megatron_t5_pretraining.py model.position_embedding_type='relative'

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  • Make sure you read and followed Contributor guidelines
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    • Reviewer: Does the PR have correct import guards for all optional libraries?

PR Type:

  • New Feature
  • Bugfix
  • Documentation

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  • Related to # (issue)

@khcs khcs requested a review from MaximumEntropy June 29, 2022 18:47
Comment on lines -1210 to -1217
if type(hidden_states) is tuple:
if len(hidden_states) == 2:
hidden_states, position_bias = hidden_states
elif len(hidden_states) == 3:
hidden_states, position_bias, encoder_decoder_position_bias = hidden_states
else:
raise IndexError('Hidden_states needs to be tuple containing 2 or 3 elements.')

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Can you delete this?

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I think he moved it further down

if type(x_) is tuple:
if len(x_) == 2:
x_, position_bias = x_
elif len(x_) == 3:
x_, position_bias, encoder_decoder_position_bias = x_
else:
raise IndexError('Hidden_states (x_) needs to be tuple containing 2 or 3 elements.')

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LGTM!

@@ -498,7 +500,7 @@ def compute_bias(self, query_length, key_length):
relative_position = memory_position - context_position # shape (query_length, key_length)
relative_position_bucket = self._relative_position_bucket(
relative_position, # shape (query_length, key_length)
bidirectional=(self.layer_type != LayerType.decoder), # (not self.is_decoder),
bidirectional=(self.attention_type != AttnMaskType.causal), # self.is_decoder and self_attention.
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Can we change this comment? I think should be encoder + self-attention?

Comment on lines -1210 to -1217
if type(hidden_states) is tuple:
if len(hidden_states) == 2:
hidden_states, position_bias = hidden_states
elif len(hidden_states) == 3:
hidden_states, position_bias, encoder_decoder_position_bias = hidden_states
else:
raise IndexError('Hidden_states needs to be tuple containing 2 or 3 elements.')

Copy link
Contributor

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

I think he moved it further down

if type(x_) is tuple:
if len(x_) == 2:
x_, position_bias = x_
elif len(x_) == 3:
x_, position_bias, encoder_decoder_position_bias = x_
else:
raise IndexError('Hidden_states (x_) needs to be tuple containing 2 or 3 elements.')

@ericharper ericharper merged commit 6219718 into r1.10.0 Jun 29, 2022
@ericharper ericharper deleted the t5_rpe_fix-02 branch June 29, 2022 21:37
ericharper pushed a commit that referenced this pull request Jul 1, 2022
Signed-off-by: Hoo Chang Shin <[email protected]>

Co-authored-by: Hoo Chang Shin <[email protected]>
ericharper added a commit that referenced this pull request Jul 1, 2022
* update branch

Signed-off-by: ericharper <[email protected]>

* Fix ASR Typos in tutorials (#4384)

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* 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 <[email protected]>

Co-authored-by: tbartley94 <[email protected]>
(cherry picked from commit 0322b15)

Co-authored-by: Travis Bartley <[email protected]>

* Fix tutorial typos and docs (#4415)

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* Add ASR Scores to Docs (#4412)

* Fix link

Signed-off-by: smajumdar <[email protected]>

* Correct model card

Signed-off-by: smajumdar <[email protected]>

* Add ASR Results to Docs

Signed-off-by: smajumdar <[email protected]>

* Update info

Signed-off-by: smajumdar <[email protected]>

* Update info

Signed-off-by: smajumdar <[email protected]>

* docs: add table overflow handling for nested sections (#4441)

Co-authored-by: Nick Goncharenko <[email protected]>

* Docs: Decrease Font Size on Tables  (#4444)

* docs: add table overflow handling for nested sections

* docs: set table font-size to small

Co-authored-by: Nick Goncharenko <[email protected]>

* Updated notebook to fix batch configuration and precision bugs (#4447)

* Updated notebook to fix batch configuration and precision bugs

Signed-off-by: Virginia Adams <[email protected]>

* Deleted cell outputs

Signed-off-by: Virginia Adams <[email protected]>

* Set datasets back to full dataset

Signed-off-by: Virginia Adams <[email protected]>

Co-authored-by: Eric Harper <[email protected]>

* fix branch in link (#4454)

Signed-off-by: ekmb <[email protected]>

* [TTS] [bugfix] German FastPitch HiFi-GAN tutorial and lr (#4459)

* [TN] Bug fix: expand serial coverage of unknown symbol, remove constraints from word graph (#4463)

* remove constraints from word graph det

Signed-off-by: ekmb <[email protected]>

* add measure units to serial

Signed-off-by: ekmb <[email protected]>

* revert serial changes, update jenkins path

Signed-off-by: ekmb <[email protected]>

* fix test case

Signed-off-by: ekmb <[email protected]>

* update indentation (#4468)

Signed-off-by: Akshit Arora <[email protected]>

* t5-rpe-fix targeting r1.10.0; raise exception for PP>2. (#4469)

Signed-off-by: Hoo Chang Shin <[email protected]>

Co-authored-by: Hoo Chang Shin <[email protected]>

* Fix some 's' cases for IPA G2P (#4460)

Signed-off-by: Jocelyn Huang <[email protected]>

Co-authored-by: Eric Harper <[email protected]>

* Refactor bias act fusion (#4376)

* Refactor bias act fusion

Signed-off-by: MaximumEntropy <[email protected]>

* Update NMT config

Signed-off-by: MaximumEntropy <[email protected]>

* Update ci tests

Signed-off-by: MaximumEntropy <[email protected]>

* Empty

Signed-off-by: MaximumEntropy <[email protected]>

* Add kwargs to exact string match (#4479)

Signed-off-by: MaximumEntropy <[email protected]>

* Try fix (#4484)

Signed-off-by: MaximumEntropy <[email protected]>

* update branch

Signed-off-by: ericharper <[email protected]>

Co-authored-by: Somshubra Majumdar <[email protected]>
Co-authored-by: Travis Bartley <[email protected]>
Co-authored-by: Nick Goncharenko <[email protected]>
Co-authored-by: Nick Goncharenko <[email protected]>
Co-authored-by: Virginia Adams <[email protected]>
Co-authored-by: Evelina <[email protected]>
Co-authored-by: Akshit Arora <[email protected]>
Co-authored-by: khcs <[email protected]>
Co-authored-by: Hoo Chang Shin <[email protected]>
Co-authored-by: Jocelyn <[email protected]>
Co-authored-by: Sandeep Subramanian <[email protected]>
XuesongYang pushed a commit that referenced this pull request Jul 5, 2022
* update branch

Signed-off-by: ericharper <[email protected]>

* Fix ASR Typos in tutorials (#4384)

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* 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 <[email protected]>

Co-authored-by: tbartley94 <[email protected]>
(cherry picked from commit 0322b15)

Co-authored-by: Travis Bartley <[email protected]>

* Fix tutorial typos and docs (#4415)

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* Add ASR Scores to Docs (#4412)

* Fix link

Signed-off-by: smajumdar <[email protected]>

* Correct model card

Signed-off-by: smajumdar <[email protected]>

* Add ASR Results to Docs

Signed-off-by: smajumdar <[email protected]>

* Update info

Signed-off-by: smajumdar <[email protected]>

* Update info

Signed-off-by: smajumdar <[email protected]>

* docs: add table overflow handling for nested sections (#4441)

Co-authored-by: Nick Goncharenko <[email protected]>

* Docs: Decrease Font Size on Tables  (#4444)

* docs: add table overflow handling for nested sections

* docs: set table font-size to small

Co-authored-by: Nick Goncharenko <[email protected]>

* Updated notebook to fix batch configuration and precision bugs (#4447)

* Updated notebook to fix batch configuration and precision bugs

Signed-off-by: Virginia Adams <[email protected]>

* Deleted cell outputs

Signed-off-by: Virginia Adams <[email protected]>

* Set datasets back to full dataset

Signed-off-by: Virginia Adams <[email protected]>

Co-authored-by: Eric Harper <[email protected]>

* fix branch in link (#4454)

Signed-off-by: ekmb <[email protected]>

* [TTS] [bugfix] German FastPitch HiFi-GAN tutorial and lr (#4459)

* [TN] Bug fix: expand serial coverage of unknown symbol, remove constraints from word graph (#4463)

* remove constraints from word graph det

Signed-off-by: ekmb <[email protected]>

* add measure units to serial

Signed-off-by: ekmb <[email protected]>

* revert serial changes, update jenkins path

Signed-off-by: ekmb <[email protected]>

* fix test case

Signed-off-by: ekmb <[email protected]>

* update indentation (#4468)

Signed-off-by: Akshit Arora <[email protected]>

* t5-rpe-fix targeting r1.10.0; raise exception for PP>2. (#4469)

Signed-off-by: Hoo Chang Shin <[email protected]>

Co-authored-by: Hoo Chang Shin <[email protected]>

* Fix some 's' cases for IPA G2P (#4460)

Signed-off-by: Jocelyn Huang <[email protected]>

Co-authored-by: Eric Harper <[email protected]>

* Refactor bias act fusion (#4376)

* Refactor bias act fusion

Signed-off-by: MaximumEntropy <[email protected]>

* Update NMT config

Signed-off-by: MaximumEntropy <[email protected]>

* Update ci tests

Signed-off-by: MaximumEntropy <[email protected]>

* Empty

Signed-off-by: MaximumEntropy <[email protected]>

* Add kwargs to exact string match (#4479)

Signed-off-by: MaximumEntropy <[email protected]>

* Try fix (#4484)

Signed-off-by: MaximumEntropy <[email protected]>

* update branch

Signed-off-by: ericharper <[email protected]>

Co-authored-by: Somshubra Majumdar <[email protected]>
Co-authored-by: Travis Bartley <[email protected]>
Co-authored-by: Nick Goncharenko <[email protected]>
Co-authored-by: Nick Goncharenko <[email protected]>
Co-authored-by: Virginia Adams <[email protected]>
Co-authored-by: Evelina <[email protected]>
Co-authored-by: Akshit Arora <[email protected]>
Co-authored-by: khcs <[email protected]>
Co-authored-by: Hoo Chang Shin <[email protected]>
Co-authored-by: Jocelyn <[email protected]>
Co-authored-by: Sandeep Subramanian <[email protected]>
arendu pushed a commit that referenced this pull request Jul 21, 2022
* update branch

Signed-off-by: ericharper <[email protected]>

* Fix ASR Typos in tutorials (#4384)

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* 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 <[email protected]>

Co-authored-by: tbartley94 <[email protected]>
(cherry picked from commit 0322b15)

Co-authored-by: Travis Bartley <[email protected]>

* Fix tutorial typos and docs (#4415)

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* Add ASR Scores to Docs (#4412)

* Fix link

Signed-off-by: smajumdar <[email protected]>

* Correct model card

Signed-off-by: smajumdar <[email protected]>

* Add ASR Results to Docs

Signed-off-by: smajumdar <[email protected]>

* Update info

Signed-off-by: smajumdar <[email protected]>

* Update info

Signed-off-by: smajumdar <[email protected]>

* docs: add table overflow handling for nested sections (#4441)

Co-authored-by: Nick Goncharenko <[email protected]>

* Docs: Decrease Font Size on Tables  (#4444)

* docs: add table overflow handling for nested sections

* docs: set table font-size to small

Co-authored-by: Nick Goncharenko <[email protected]>

* Updated notebook to fix batch configuration and precision bugs (#4447)

* Updated notebook to fix batch configuration and precision bugs

Signed-off-by: Virginia Adams <[email protected]>

* Deleted cell outputs

Signed-off-by: Virginia Adams <[email protected]>

* Set datasets back to full dataset

Signed-off-by: Virginia Adams <[email protected]>

Co-authored-by: Eric Harper <[email protected]>

* fix branch in link (#4454)

Signed-off-by: ekmb <[email protected]>

* [TTS] [bugfix] German FastPitch HiFi-GAN tutorial and lr (#4459)

* [TN] Bug fix: expand serial coverage of unknown symbol, remove constraints from word graph (#4463)

* remove constraints from word graph det

Signed-off-by: ekmb <[email protected]>

* add measure units to serial

Signed-off-by: ekmb <[email protected]>

* revert serial changes, update jenkins path

Signed-off-by: ekmb <[email protected]>

* fix test case

Signed-off-by: ekmb <[email protected]>

* update indentation (#4468)

Signed-off-by: Akshit Arora <[email protected]>

* t5-rpe-fix targeting r1.10.0; raise exception for PP>2. (#4469)

Signed-off-by: Hoo Chang Shin <[email protected]>

Co-authored-by: Hoo Chang Shin <[email protected]>

* Fix some 's' cases for IPA G2P (#4460)

Signed-off-by: Jocelyn Huang <[email protected]>

Co-authored-by: Eric Harper <[email protected]>

* Refactor bias act fusion (#4376)

* Refactor bias act fusion

Signed-off-by: MaximumEntropy <[email protected]>

* Update NMT config

Signed-off-by: MaximumEntropy <[email protected]>

* Update ci tests

Signed-off-by: MaximumEntropy <[email protected]>

* Empty

Signed-off-by: MaximumEntropy <[email protected]>

* Add kwargs to exact string match (#4479)

Signed-off-by: MaximumEntropy <[email protected]>

* Try fix (#4484)

Signed-off-by: MaximumEntropy <[email protected]>

* update branch

Signed-off-by: ericharper <[email protected]>

Co-authored-by: Somshubra Majumdar <[email protected]>
Co-authored-by: Travis Bartley <[email protected]>
Co-authored-by: Nick Goncharenko <[email protected]>
Co-authored-by: Nick Goncharenko <[email protected]>
Co-authored-by: Virginia Adams <[email protected]>
Co-authored-by: Evelina <[email protected]>
Co-authored-by: Akshit Arora <[email protected]>
Co-authored-by: khcs <[email protected]>
Co-authored-by: Hoo Chang Shin <[email protected]>
Co-authored-by: Jocelyn <[email protected]>
Co-authored-by: Sandeep Subramanian <[email protected]>
Signed-off-by: arendu <[email protected]>
Davood-M pushed a commit to Davood-M/NeMo that referenced this pull request Aug 9, 2022
* update branch

Signed-off-by: ericharper <[email protected]>

* Fix ASR Typos in tutorials (NVIDIA#4384)

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* Quick wav2vec fix. In-place operation adding convolutional positions to encoder was overwriting leaf history. Wasn't caught on previous torch versions. (NVIDIA#4383)

Signed-off-by: tbartley94 <[email protected]>

Co-authored-by: tbartley94 <[email protected]>
(cherry picked from commit 0322b15)

Co-authored-by: Travis Bartley <[email protected]>

* Fix tutorial typos and docs (NVIDIA#4415)

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* Add ASR Scores to Docs (NVIDIA#4412)

* Fix link

Signed-off-by: smajumdar <[email protected]>

* Correct model card

Signed-off-by: smajumdar <[email protected]>

* Add ASR Results to Docs

Signed-off-by: smajumdar <[email protected]>

* Update info

Signed-off-by: smajumdar <[email protected]>

* Update info

Signed-off-by: smajumdar <[email protected]>

* docs: add table overflow handling for nested sections (NVIDIA#4441)

Co-authored-by: Nick Goncharenko <[email protected]>

* Docs: Decrease Font Size on Tables  (NVIDIA#4444)

* docs: add table overflow handling for nested sections

* docs: set table font-size to small

Co-authored-by: Nick Goncharenko <[email protected]>

* Updated notebook to fix batch configuration and precision bugs (NVIDIA#4447)

* Updated notebook to fix batch configuration and precision bugs

Signed-off-by: Virginia Adams <[email protected]>

* Deleted cell outputs

Signed-off-by: Virginia Adams <[email protected]>

* Set datasets back to full dataset

Signed-off-by: Virginia Adams <[email protected]>

Co-authored-by: Eric Harper <[email protected]>

* fix branch in link (NVIDIA#4454)

Signed-off-by: ekmb <[email protected]>

* [TTS] [bugfix] German FastPitch HiFi-GAN tutorial and lr (NVIDIA#4459)

* [TN] Bug fix: expand serial coverage of unknown symbol, remove constraints from word graph (NVIDIA#4463)

* remove constraints from word graph det

Signed-off-by: ekmb <[email protected]>

* add measure units to serial

Signed-off-by: ekmb <[email protected]>

* revert serial changes, update jenkins path

Signed-off-by: ekmb <[email protected]>

* fix test case

Signed-off-by: ekmb <[email protected]>

* update indentation (NVIDIA#4468)

Signed-off-by: Akshit Arora <[email protected]>

* t5-rpe-fix targeting r1.10.0; raise exception for PP>2. (NVIDIA#4469)

Signed-off-by: Hoo Chang Shin <[email protected]>

Co-authored-by: Hoo Chang Shin <[email protected]>

* Fix some 's' cases for IPA G2P (NVIDIA#4460)

Signed-off-by: Jocelyn Huang <[email protected]>

Co-authored-by: Eric Harper <[email protected]>

* Refactor bias act fusion (NVIDIA#4376)

* Refactor bias act fusion

Signed-off-by: MaximumEntropy <[email protected]>

* Update NMT config

Signed-off-by: MaximumEntropy <[email protected]>

* Update ci tests

Signed-off-by: MaximumEntropy <[email protected]>

* Empty

Signed-off-by: MaximumEntropy <[email protected]>

* Add kwargs to exact string match (NVIDIA#4479)

Signed-off-by: MaximumEntropy <[email protected]>

* Try fix (NVIDIA#4484)

Signed-off-by: MaximumEntropy <[email protected]>

* update branch

Signed-off-by: ericharper <[email protected]>

Co-authored-by: Somshubra Majumdar <[email protected]>
Co-authored-by: Travis Bartley <[email protected]>
Co-authored-by: Nick Goncharenko <[email protected]>
Co-authored-by: Nick Goncharenko <[email protected]>
Co-authored-by: Virginia Adams <[email protected]>
Co-authored-by: Evelina <[email protected]>
Co-authored-by: Akshit Arora <[email protected]>
Co-authored-by: khcs <[email protected]>
Co-authored-by: Hoo Chang Shin <[email protected]>
Co-authored-by: Jocelyn <[email protected]>
Co-authored-by: Sandeep Subramanian <[email protected]>
Signed-off-by: David Mosallanezhad <[email protected]>
hainan-xv pushed a commit to hainan-xv/NeMo that referenced this pull request Nov 29, 2022
* update branch

Signed-off-by: ericharper <[email protected]>

* Fix ASR Typos in tutorials (NVIDIA#4384)

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* Quick wav2vec fix. In-place operation adding convolutional positions to encoder was overwriting leaf history. Wasn't caught on previous torch versions. (NVIDIA#4383)

Signed-off-by: tbartley94 <[email protected]>

Co-authored-by: tbartley94 <[email protected]>
(cherry picked from commit 0322b15)

Co-authored-by: Travis Bartley <[email protected]>

* Fix tutorial typos and docs (NVIDIA#4415)

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* Fix typos

Signed-off-by: smajumdar <[email protected]>

* Add ASR Scores to Docs (NVIDIA#4412)

* Fix link

Signed-off-by: smajumdar <[email protected]>

* Correct model card

Signed-off-by: smajumdar <[email protected]>

* Add ASR Results to Docs

Signed-off-by: smajumdar <[email protected]>

* Update info

Signed-off-by: smajumdar <[email protected]>

* Update info

Signed-off-by: smajumdar <[email protected]>

* docs: add table overflow handling for nested sections (NVIDIA#4441)

Co-authored-by: Nick Goncharenko <[email protected]>

* Docs: Decrease Font Size on Tables  (NVIDIA#4444)

* docs: add table overflow handling for nested sections

* docs: set table font-size to small

Co-authored-by: Nick Goncharenko <[email protected]>

* Updated notebook to fix batch configuration and precision bugs (NVIDIA#4447)

* Updated notebook to fix batch configuration and precision bugs

Signed-off-by: Virginia Adams <[email protected]>

* Deleted cell outputs

Signed-off-by: Virginia Adams <[email protected]>

* Set datasets back to full dataset

Signed-off-by: Virginia Adams <[email protected]>

Co-authored-by: Eric Harper <[email protected]>

* fix branch in link (NVIDIA#4454)

Signed-off-by: ekmb <[email protected]>

* [TTS] [bugfix] German FastPitch HiFi-GAN tutorial and lr (NVIDIA#4459)

* [TN] Bug fix: expand serial coverage of unknown symbol, remove constraints from word graph (NVIDIA#4463)

* remove constraints from word graph det

Signed-off-by: ekmb <[email protected]>

* add measure units to serial

Signed-off-by: ekmb <[email protected]>

* revert serial changes, update jenkins path

Signed-off-by: ekmb <[email protected]>

* fix test case

Signed-off-by: ekmb <[email protected]>

* update indentation (NVIDIA#4468)

Signed-off-by: Akshit Arora <[email protected]>

* t5-rpe-fix targeting r1.10.0; raise exception for PP>2. (NVIDIA#4469)

Signed-off-by: Hoo Chang Shin <[email protected]>

Co-authored-by: Hoo Chang Shin <[email protected]>

* Fix some 's' cases for IPA G2P (NVIDIA#4460)

Signed-off-by: Jocelyn Huang <[email protected]>

Co-authored-by: Eric Harper <[email protected]>

* Refactor bias act fusion (NVIDIA#4376)

* Refactor bias act fusion

Signed-off-by: MaximumEntropy <[email protected]>

* Update NMT config

Signed-off-by: MaximumEntropy <[email protected]>

* Update ci tests

Signed-off-by: MaximumEntropy <[email protected]>

* Empty

Signed-off-by: MaximumEntropy <[email protected]>

* Add kwargs to exact string match (NVIDIA#4479)

Signed-off-by: MaximumEntropy <[email protected]>

* Try fix (NVIDIA#4484)

Signed-off-by: MaximumEntropy <[email protected]>

* update branch

Signed-off-by: ericharper <[email protected]>

Co-authored-by: Somshubra Majumdar <[email protected]>
Co-authored-by: Travis Bartley <[email protected]>
Co-authored-by: Nick Goncharenko <[email protected]>
Co-authored-by: Nick Goncharenko <[email protected]>
Co-authored-by: Virginia Adams <[email protected]>
Co-authored-by: Evelina <[email protected]>
Co-authored-by: Akshit Arora <[email protected]>
Co-authored-by: khcs <[email protected]>
Co-authored-by: Hoo Chang Shin <[email protected]>
Co-authored-by: Jocelyn <[email protected]>
Co-authored-by: Sandeep Subramanian <[email protected]>
Signed-off-by: Hainan Xu <[email protected]>
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3 participants