Zengwei Yao f3ad32777a

Gradient filter for training lstm model (#564) ...

* init files

* add gradient filter module

* refact getting median value

* add cutoff for grad filter

* delete comments

* apply gradient filter in LSTM module, to filter both input and params

* fix typing and refactor

* filter with soft mask

* rename lstm_transducer_stateless2 to lstm_transducer_stateless3

* fix typos, and update RESULTS.md

* minor fix

* fix return typing

* fix typo

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..

__init__.py

Gradient filter for training lstm model (#564)

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asr_datamodule.py

Gradient filter for training lstm model (#564)

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beam_search.py

Gradient filter for training lstm model (#564)

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decode.py

Gradient filter for training lstm model (#564)

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decoder.py

Gradient filter for training lstm model (#564)

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encoder_interface.py

Gradient filter for training lstm model (#564)

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export.py

Gradient filter for training lstm model (#564)

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jit_pretrained.py

Gradient filter for training lstm model (#564)

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joiner.py

Gradient filter for training lstm model (#564)

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lstm.py

Gradient filter for training lstm model (#564)

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model.py

Gradient filter for training lstm model (#564)

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optim.py

Gradient filter for training lstm model (#564)

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pretrained.py

Gradient filter for training lstm model (#564)

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scaling_converter.py

Gradient filter for training lstm model (#564)

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scaling.py

Gradient filter for training lstm model (#564)

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stream.py

Gradient filter for training lstm model (#564)

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streaming_decode.py

Gradient filter for training lstm model (#564)

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test_model.py

Gradient filter for training lstm model (#564)

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test_scaling_converter.py

Gradient filter for training lstm model (#564)

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train.py

Gradient filter for training lstm model (#564)

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