19 citations · 50 across the 7 of their papers we have counts for
3 papers · 1 filter
Analyzing I/O Performance of a Hierarchical HPC Storage System for Distributed Deep Learning
Takaaki Fukai, Kento Sato, Takahiro Hirofuchi
Today, deep learning is an essential technology for our life. To solve more complex problems with deep learning, both sizes of training datasets and neural networks are increasing.…
Performance Portable Back-projection Algorithms on CPUs: Agnostic Data Locality and Vectorization Optimizations
Peng Chen, Mohamed Wahib, Xiao Wang +4
Computed Tomography (CT) is a key 3D imaging technology that fundamentally relies on the compute-intense back-projection operation to generate 3D volumes. GPUs are typically used f…
A Software-based NVM Emulator Supporting Read/Write Asymmetric Latencies
Atsushi Koshiba, Takahiro Hirofuchi, Ryousei Takano +1
Non-volatile memory (NVM) is a promising technology for low-energy and high-capacity main memory of computers. The characteristics of NVM devices, however, tend to be fundamentally…