Add option to split shards between ranks/workers for transcribe_speech_parallel.py
State: closed | Pull request: yes
Labels: name: stale

name: ASR

name: common

# What does this PR do ?

Should allow `transcribe_speech_parallel.py` to produce results that are not duplicated.

**Collection**: [Note which collection this PR will affect]

# Changelog 
- Add specific line by line info of high level changes in this PR.

# Usage
* You can potentially add a usage example below

```python
# Add a code snippet demonstrating how to use this 
```

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# Before your PR is "Ready for review"
**Pre checks**:
- [ ] Make sure you read and followed [Contributor guidelines](https://github.com/NVIDIA/NeMo/blob/main/CONTRIBUTING.md)
- [ ] Did you write any new necessary tests?
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- [ ] Does the PR affect components that are optional to install? (Ex: Numba, Pynini, Apex etc)
  - [ ] Reviewer: Does the PR have correct import guards for all optional libraries?
  
**PR Type**:
- [ ] New Feature
- [ ] Bugfix
- [ ] Documentation

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## Who can review?

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# Additional Information
* Related to # (issue)


<!-- pylint-output-strict-mode-false -->

beep boop 🤖: 🙏 The following files have warnings. In case you are familiar with these, please try helping us to improve the code base.

---

Your code was analyzed with PyLint. The following annotations have been identified:

```
************* Module transcribe_speech_parallel
examples/asr/transcribe_speech_parallel.py:25:0: C0301: Line too long (161/119) (line-too-long)
examples/asr/transcribe_speech_parallel.py:53:0: C0301: Line too long (121/119) (line-too-long)
examples/asr/transcribe_speech_parallel.py:102:0: C0301: Line too long (142/119) (line-too-long)
examples/asr/transcribe_speech_parallel.py:156:0: C0301: Line too long (126/119) (line-too-long)
examples/asr/transcribe_speech_parallel.py:230:0: C0301: Line too long (128/119) (line-too-long)
examples/asr/transcribe_speech_parallel.py:95:0: C0115: Missing class docstring (missing-class-docstring)
examples/asr/transcribe_speech_parallel.py:118:0: C0116: Missing function or method docstring (missing-function-docstring)
examples/asr/transcribe_speech_parallel.py:147:0: C0116: Missing function or method docstring (missing-function-docstring)
examples/asr/transcribe_speech_parallel.py:88:0: W0611: Unused GreedyBatchedRNNTInferConfig imported from nemo.collections.asr.parts.submodules.rnnt_greedy_decoding (unused-import)
************* Module nemo.collections.common.data.lhotse.cutset
nemo/collections/common/data/lhotse/cutset.py:557:0: C0301: Line too long (139/119) (line-too-long)
nemo/collections/common/data/lhotse/cutset.py:148:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:186:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:197:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:210:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:216:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:261:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:369:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/cutset.py:417:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.common.data.lhotse.dataloader
nemo/collections/common/data/lhotse/dataloader.py:112:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:128:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:136:0: C0301: Line too long (148/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:233:0: C0301: Line too long (121/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:234:0: C0301: Line too long (126/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:235:0: C0301: Line too long (123/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:579:0: C0301: Line too long (135/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:719:0: C0301: Line too long (213/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:726:0: C0301: Line too long (143/119) (line-too-long)
nemo/collections/common/data/lhotse/dataloader.py:171:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:428:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:479:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/dataloader.py:506:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:512:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:515:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:518:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:521:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:530:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/dataloader.py:532:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:535:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:541:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:569:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/dataloader.py:584:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:591:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/dataloader.py:606:0: C0116: Missing function or method docstring (missing-function-docstring)
************* Module nemo.collections.common.data.lhotse.nemo_adapters
nemo/collections/common/data/lhotse/nemo_adapters.py:48:0: C0301: Line too long (124/119) (line-too-long)
nemo/collections/common/data/lhotse/nemo_adapters.py:278:0: C0301: Line too long (125/119) (line-too-long)
nemo/collections/common/data/lhotse/nemo_adapters.py:279:0: C0301: Line too long (133/119) (line-too-long)
nemo/collections/common/data/lhotse/nemo_adapters.py:348:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/nemo_adapters.py:495:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/nemo_adapters.py:499:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/nemo_adapters.py:508:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/nemo_adapters.py:513:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/nemo_adapters.py:517:4: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/nemo_adapters.py:521:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/nemo_adapters.py:543:0: C0115: Missing class docstring (missing-class-docstring)
nemo/collections/common/data/lhotse/nemo_adapters.py:565:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/nemo_adapters.py:587:0: C0116: Missing function or method docstring (missing-function-docstring)
nemo/collections/common/data/lhotse/nemo_adapters.py:23:0: W0611: Unused import lhotse.serialization (unused-import)

-----------------------------------
Your code has been rated at 9.36/10
```

---

Thank you for improving NeMo's documentation!

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