A novel structured sparse fully connected layer in convolutional neural networks
Matsumura, Naoki, Ito, Yasuaki, Nakano, Koji, Kasagi, Akihiko, Tabaru, Tsuguchika
Published in Concurrency and computation (15.05.2023)
Published in Concurrency and computation (15.05.2023)
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Accelerating LiNGAM Causal Discovery with Massive Parallel Execution on Supercomputer Fugaku
MATSUDA, Kazuhito, KURIHARA, Kouji, KAWAKAMI, Kentaro, YAMAZAKI, Masafumi, YAMADA, Fuyuka, TABARU, Tsuguchika, YOKOYAMA, Ken
Published in IEICE Transactions on Information and Systems (01.12.2022)
Published in IEICE Transactions on Information and Systems (01.12.2022)
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The 16,384-node Parallelism of 3D-CNN Training on An Arm CPU based Supercomputer
Tabuchi, Akihiro, Shirahata, Koichi, Yamazaki, Masafumi, Kasagi, Akihiko, Honda, Takumi, Kurihara, Kouji, Kawakami, Kentaro, Tabaru, Tsuguchika, Fukumoto, Naoto, Kuroda, Akiyoshi, Fukai, Takaaki, Sato, Kento
Published in 2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics (HiPC) (01.01.2021)
Published in 2021 IEEE 28th International Conference on High Performance Computing, Data, and Analytics (HiPC) (01.01.2021)
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Conference Proceeding
NEEBS: Nonexpert large‐scale environment building system for deep neural network
Tajima, Yoshiharu, Asaoka, Masahiro, Tabuchi, Akihiro, Kasagi, Akihiko, Tabaru, Tsuguchika
Published in Concurrency and computation (30.08.2023)
Published in Concurrency and computation (30.08.2023)
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Journal Article
Structured Sparse Fully-Connected Layers in the CNNs and Its GPU Acceleration
Matsumura, Naoki, Ito, Yasuaki, Nakano, Koji, Kasagi, Akihiko, Tabaru, Tsuguchika
Published in 2019 Seventh International Symposium on Computing and Networking Workshops (CANDARW) (01.11.2019)
Published in 2019 Seventh International Symposium on Computing and Networking Workshops (CANDARW) (01.11.2019)
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Conference Proceeding
Efficient convolution pooling on the GPU
Suita, Shunsuke, Nishimura, Takahiro, Tokura, Hiroki, Nakano, Koji, Ito, Yasuaki, Kasagi, Akihiko, Tabaru, Tsuguchika
Published in Journal of parallel and distributed computing (01.04.2020)
Published in Journal of parallel and distributed computing (01.04.2020)
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