Search Results for author: Akira Naruse

Found 3 papers, 3 papers with code

CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs

1 code implementation29 Aug 2023 Hiroyuki Ootomo, Akira Naruse, Corey Nolet, Ray Wang, Tamas Feher, Yong Wang

Data volumes have soared in recent years and the computational cost of an exhaustive exact nearest neighbor search is often prohibitive, necessitating the adoption of approximate techniques.

graph construction Information Retrieval +1

Scalable and Practical Natural Gradient for Large-Scale Deep Learning

1 code implementation13 Feb 2020 Kazuki Osawa, Yohei Tsuji, Yuichiro Ueno, Akira Naruse, Chuan-Sheng Foo, Rio Yokota

Large-scale distributed training of deep neural networks results in models with worse generalization performance as a result of the increase in the effective mini-batch size.

Image Classification

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