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timegan_multigpu's Introduction

TimeGAN MultiGPU


1. requierments

  • tensorflow 2.5
  • scikit-learn
  • numpy == 1.19.5
  • matplotlib
  • pandas
  • tqdm
  • nvidia gpu

2. Describe

  • 현재 제작 중인 스크립트 입니다.
  • 다중 GPU와 싱글 GPU, CPU 모두 지원하는 모델을 완성 하는 것이 목적입니다.
  • 현재 싱글 GPU / 다중 GPU가 돌아가는 것을 확인했습니다.
  • 다음 스탭은 exp에 뭉쳐있는 모델을 모델 폴더로 빼는 작업입니다. (완료)
  • 로깅 작업 예정
  • 설정은 setting.yaml에서 하면 됩니다. (추후 arguments로 변경 예정)

3. Bug

  • os.environ을 사용하지 않으면 단일 그래픽카드 활성화 불가(모든 그래픽카드 활성화) - fixed

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