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making_dl_framework_from_scratch's Introduction

making_dl_framework_from_scratch

밑바닥부터 시작하는 딥러닝3

편집테스트

timeline

  • 2020-12-27 step 10 완료
  • 2020-12-28 step 19 완료
  • 2020-01-05 기억못해서 처음부터 다시시작..
  • 2020-01-05 step 3 완료
  • 2020-01-06 step 7 완료
  • 2020-01-07 step 10 완료(제 1고지 완료)



책 읽으면서 배운점

  • raise NotimplementedError를 이용해서 팀원에게 메소드 설계할때 경고해주기
  • pytorch는 왜 zero_grad를 쓰는가
  • unittest 모듈 사용법
  • 파이썬 메모리 관리 방식(참조 카운터)
  • 약한 참조 weakref 사용법



나중에 찾아서 공부해볼만한 것

  • tensorflow는 왜 zero_grad를 안쓰는거지?
  • contextlib / contextlib.contextmanager / setattr 찾아보기
  • 데코레이터 찾아보기
  • 전진차분보다 중앙차분이 진정한 미분값에 가깝다는 사실은 테일러 급수로 증명됌

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