Reducing the Memory Cost of Training Convolutional Neural Networks by CPU Offloading

• 作 者: Tristan Hascoet Weihao Zhuang
• 机 构: KobeUniversity,Sicara
• 出 处: 软件工程与应用(英文)
• 发表日期: 2019年8期
• 关键词: DEEP Learning CNN Optimization Deep Learning CNN Optimization

In recent years, Convolutional Neural Networks (CNNs) have enabled unprecedented progress on a wide range of computer vision tasks. However, training large CNNs is a resource-intensive task that requires specialized Graphical Processing Units (GPU) and hi