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Bryzgalov Petr  BRYZGALOV PETR

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Bryzgalov Peter  BRYZGALOV PETR

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Researcher Number 70709691
Other IDs
Affiliation (Current) 2026: 千葉工業大学, 人工知能・ソフトウェア技術研究センター, 主任研究員
Affiliation (based on the past Project Information) *help 2021 – 2024: 千葉工業大学, 人工知能・ソフトウェア技術研究センター, 主任研究員
Review Section/Research Field
Principal Investigator
Basic Section 60050:Software-related
Keywords
Principal Investigator
GPGPU / 畳み込み層 / ベンチマーク / PyTorch / 性能予測 / GPU性能 / CNN / ミニバッチサイズ / DNN学習時間 / ベンチマーキング … More / 機械学習 / GPU / ソフトウェア性能解析と予測 / 畳み込みニューラルネットワーク Less
  • Research Projects

    (1 results)
  • Research Products

    (2 results)
  •  Prediction of Training Time for Convolutional Neural Networks on GPUsPrincipal Investigator

    • Principal Investigator
      Bryzgalov Peter
    • Project Period (FY)
      2021 – 2024
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 60050:Software-related
    • Research Institution
      Chiba Institute of Technology

All 2024

All Journal Article Presentation

  • [Journal Article] Using Benchmarking and Regression Models for Predicting CNN Training Time on a GPU2024

    • Author(s)
      Bryzgalov Peter、Maeda Toshiyuki
    • Journal Title

      Proceedings of the 4th Workshop on Performance EngineeRing, Modelling, Analysis, and VisualizatiOn STrategy

      Volume: 1 Pages: 8-15

    • DOI

      10.1145/3660317.3660323

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-21K11834
  • [Presentation] Using Benchmarking and Regression Models for Predicting CNN Training Time on a GPU2024

    • Author(s)
      Peter Bryzgalov
    • Organizer
      PERMAVOST '24: 4th Workshop on Performance EngineeRing, Modelling, Analysis, and VisualizatiOn STrategy
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-21K11834

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