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BiLSTM 배포하기 #28

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eubinecto opened this issue Apr 7, 2022 · 2 comments · Fixed by #30
Closed
4 tasks done
Tracked by #1

BiLSTM 배포하기 #28

eubinecto opened this issue Apr 7, 2022 · 2 comments · Fixed by #30

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@eubinecto
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eubinecto commented Apr 7, 2022 •
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To-do's

  • explore_fetch_pipline으로 학습된 BiLSTM 확인해보기
  • cache_pipeline에 BiLSTM 도 추가하기
  • 로컬에서 데모 테스트하기
  • 숫자를 4자리수로 변경하기
@eubinecto eubinecto mentioned this issue Apr 7, 2022
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@eubinecto eubinecto changed the title LSTMSearch 배포하기 BiLSTM 배포하기 Apr 7, 2022
@eubinecto
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eubinecto commented Apr 7, 2022 •
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image

image

이게 RNN의 기울기 소멸 / 폭주문제를 설명할 수 있을까? 앞부분에서 말한 내용을 잊는 것을 볼 수 있다.

몇가지 발견한 문제점들

  • 토큰이 필요할 것 같다. 방점이 있냐 없냐에 따라 결과가 크게 달라진다. (아니면 방점을 제거하는 것도 한가지 방법일수도)
  • 전반적으로 결과가 consistent하지 않다. 단어선택을 조금만 바꿔도 결과값이 크게 바뀐다. -> data augmentation이 필요할수도...!

@eubinecto
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eubinecto commented Apr 7, 2022 •
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  • 수지이름도 추가하기
  • 이진분포 그래프? -> 큰 효용성은 없다
  • 숫자를 4자리로 줄이는 것은 좋다

@eubinecto eubinecto mentioned this issue Apr 7, 2022
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[#27] run_deploy.py done. with some formatting eubinecto/the-clean-rnns
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