Tsuguchika Tabaru

MLPerf Training Benchmark

Peter Mattson, Christine Cheng, Cody Coleman et al. · arXiv (Cornell University) · 2019 · 171 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +18

Yet Another Accelerated SGD: ResNet-50 Training on ImageNet in 74.7 seconds

Masafumi Yamazaki, Akihiko Kasagi, Akihiro Tabuchi et al. · arXiv (Cornell University) · 2019 · 70 citations · Full text

Artificial Intelligence, Cluster Computing, Convolutional Neural Network +21

MLPerf™ HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems

Steven Farrell, Murali Emani, Jacob Balma et al. · 2021 · 33 citations

Engineering, Machine Learning, Hpc Systems +16

Fast algorithm using summed area tables with unified layer performing convolution and average pooling

Akihiko Kasagi, Tsuguchika Tabaru, Hirotaka Tamura · 2017 · 17 citations

Convolutional Computation, Convolutional Neural Network, Engineering +18

Efficient convolution pooling on the GPU

Shunsuke Suita, Takahiro Nishimura, Hiroki Tokura et al. · Journal of Parallel and Distributed Computing · 2020 · 16 citations · Full text

Gpu Architecture, Image Analysis, Machine Vision +9