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Akira Naruse
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2020 – today
- 2024
- [c15]Toshihiro Hanawa, Kengo Nakajima, Yohei Miki, Takashi Shimokawabe, Kazuya Yamazaki, Shinji Sumimoto, Osamu Tatebe, Taisuke Boku, Daisuke Takahashi, Akira Nukada, Norihisa Fujita, Ryohei Kobayashi, Hiroto Tadano, Akira Naruse:
Preliminary Performance Evaluation of Grace-Hopper GH200. CLUSTER Workshops 2024: 184-185 - [c14]Hiroyuki Ootomo, Akira Naruse, Corey Nolet, Ray Wang, Tamas Feher, Yong Wang:
CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs. ICDE 2024: 4236-4247 - 2023
- [c13]Jingrong Zhang, Akira Naruse, Xipeng Li, Yong Wang:
Parallel Top-K Algorithms on GPU: A Comprehensive Study and New Methods. SC 2023: 76:1-76:13 - [i4]Hiroyuki Ootomo, Akira Naruse:
Custom 8-bit floating point value format for reducing shared memory bank conflict in approximate nearest neighbor search. CoRR abs/2301.06672 (2023) - [i3]Hiroyuki Ootomo, Akira Naruse, Corey Nolet, Ray Wang, Tamas Feher, Yong Wang:
CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs. CoRR abs/2308.15136 (2023) - 2022
- [j2]Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Akira Naruse, Chuan-Sheng Foo, Rio Yokota:
Scalable and Practical Natural Gradient for Large-Scale Deep Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(1): 404-415 (2022) - 2020
- [c12]Yuichiro Ueno, Kazuki Osawa, Yohei Tsuji, Akira Naruse, Rio Yokota:
Rich Information is Affordable: A Systematic Performance Analysis of Second-order Optimization Using K-FAC. KDD 2020: 2145-2153 - [c11]Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Akira Naruse, Jack C. Wells, Christopher Zimmer, Tjerk P. Straatsma, Muneo Hori, Lalith Maddegedara, Naonori Ueda:
Low-Order Finite Element Solver with Small Matrix-Matrix Multiplication Accelerated by AI-Specific Hardware for Crustal Deformation Computation. PASC 2020: 16:1-16:11 - [i2]Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Akira Naruse, Chuan-Sheng Foo, Rio Yokota:
Scalable and Practical Natural Gradient for Large-Scale Deep Learning. CoRR abs/2002.06015 (2020)
2010 – 2019
- 2019
- [c10]Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Akira Naruse, Rio Yokota, Satoshi Matsuoka:
Large-Scale Distributed Second-Order Optimization Using Kronecker-Factored Approximate Curvature for Deep Convolutional Neural Networks. CVPR 2019: 12359-12367 - [c9]Yohei Tsuji, Kazuki Osawa, Yuichiro Ueno, Akira Naruse, Rio Yokota, Satoshi Matsuoka:
Performance Optimizations and Analysis of Distributed Deep Learning with Approximated Second-Order Optimization Method. ICPP Workshops 2019: 21:1-21:8 - [c8]Takuma Yamaguchi, Kohei Fujita, Tsuyoshi Ichimura, Akira Naruse, Lalith Maddegedara, Muneo Hori:
GPU Implementation of a Sophisticated Implicit Low-Order Finite Element Solver with FP21-32-64 Computation Using OpenACC. WACCPD@SC 2019: 3-24 - 2018
- [c7]Tsuyoshi Ichimura, Kohei Fujita, Masashi Horikoshi, Larry Meadows, Kengo Nakajima, Takuma Yamaguchi, Kentaro Koyama, Hikaru Inoue, Akira Naruse, Keisuke Katsushima, Muneo Hori, Lalith Maddegedara:
A Fast Scalable Implicit Solver with Concentrated Computation for Nonlinear Time-Evolution Problems on Low-Order Unstructured Finite Elements. IPDPS 2018: 620-629 - [c6]Tsuyoshi Ichimura, Kohei Fujita, Takuma Yamaguchi, Akira Naruse, Jack C. Wells, Thomas C. Schulthess, Tjerk P. Straatsma, Christopher Zimmer, Maxime Martinasso, Kengo Nakajima, Muneo Hori, Lalith Maddegedara:
A fast scalable implicit solver for nonlinear time-evolution earthquake city problem on low-ordered unstructured finite elements with artificial intelligence and transprecision computing. SC 2018: 49:1-49:11 - [i1]Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Akira Naruse, Rio Yokota, Satoshi Matsuoka:
Second-order Optimization Method for Large Mini-batch: Training ResNet-50 on ImageNet in 35 Epochs. CoRR abs/1811.12019 (2018) - 2016
- [j1]Michio Katouda, Akira Naruse, Yukihiko Hirano, Takahito Nakajima:
Massively parallel algorithm and implementation of RI-MP2 energy calculation for peta-scale many-core supercomputers. J. Comput. Chem. 37(30): 2623-2633 (2016) - 2013
- [c5]Masahiro Miwa, Kohta Nakashima, Akira Naruse:
Interference-aware Incoming Message Detection for MPI Threaded Progression. CCGRID 2013: 184-185 - 2012
- [c4]Masaya Yoshikawa, Akira Naruse:
Multiplexing aware arbiter physical unclonable function. IRI 2012: 639-644
2000 – 2009
- 2009
- [c3]Masaya Yoshikawa, Akira Naruse, Shinsuke Souboku:
Adaptive Immune Algorithm Considering Intensification and Diversification. IRI 2009: 422-423 - [c2]Shinji Sumimoto, Kohta Nakashima, Akira Naruse, Kouichi Kumon, Takashi Yasui, Yoshikazu Kamoshida, Hiroya Matsuba, Atsushi Hori, Yutaka Ishikawa:
The Design of Seamless MPI Computing Environment for Commodity-Based Clusters. PVM/MPI 2009: 9-19 - 2002
- [c1]Shuji Yamamura, Akira Hirai, Mitsuru Sato, Masao Yamamoto, Akira Naruse, Kouichi Kumon:
Speeding Up Kernel Scheduler by Reducing Cache Misses. USENIX ATC, FREENIX Track 2002: 275-285
Coauthor Index
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