@article{CTT100760854, author = {Huda Ibeid and Rio Yokota and Jennifer Pestana and David Keyes}, title = {Fast Multipole Preconditioners for Sparse Matrices Arising from Elliptic Equations}, journal = {Computing and Visualization in Science}, year = 2017, } @inproceedings{CTT100759338, author = {Hiroki Naganuma and Rio Yokota}, title = {Verification of Low-precision Arithmetic for the Acceleration of Convolutional Neural Networks}, booktitle = {}, year = 2017, } @inproceedings{CTT100755398, author = {K. Osawa and A. Sekiya and H. Naganuma and R. Yokota}, title = {Acceleration of Convolutional Neural Networks Using Low-Rank Tensor Decomposition}, booktitle = {}, year = 2017, } @inproceedings{CTT100755397, author = {H. Naganuma and A. Sekiya and K. Osawa and H. Otomo and Y. Kuwamura and R. Yokota}, title = {Evaluating the Performance of Deep Learning with Low Precision Arithmetic}, booktitle = {}, year = 2017, } @inproceedings{CTT100751154, author = {Kazuki Oosawa and Rio Yokota}, title = {Evaluating the Compression Efficiency of the Filters in Convolutional Neural Networks}, booktitle = {}, year = 2017, } @inproceedings{CTT100755396, author = {H. Naganuma and K. Osawa and A. Sekiya and R. Yokota}, title = {Acceleration of Compressed Models in Deep Learning Using Half Precision Arithmetic}, booktitle = {}, year = 2017, } @inproceedings{CTT100751153, author = {Mustafa AbdulJabbar and Mohammed Al Farhan and Rio Yokota and David Keyes}, title = {Performance Evaluation of Computation and Communication Kernels of the Fast Multipole Method on Intel Manycore Architecture}, booktitle = {}, year = 2017, } @inproceedings{CTT100751150, author = {Satoshi Ohshima and Ichitaro Yamazaki and Akihiro Ida and Rio Yokota}, title = {Optimization of Hierarchical Matrix Computations on a Cluster of GPUs}, booktitle = {}, year = 2017, } @inproceedings{CTT100751142, author = {Kazuki Oosawa and Akira Sekiya and Hiroki Naganuma and Rio Yokota}, title = {Accelerating Matrix Multiplication in Deep Learning by Using Low-Rank Approximation}, booktitle = {}, year = 2017, } @inproceedings{CTT100751139, author = {Mustafa AbdulJabbar and George Markomanolis and Huda Ibeid and Rio Yokota and David Keyes}, title = {Communication Reducing Algorithms for Distributed Heirarchical N-Body Methods}, booktitle = {Lecture Notes in Computer Science}, year = 2017, } @inproceedings{CTT100751140, author = {Rio Yokota}, title = {Hierarchical Low-Rank Approximations at Extreme Scale}, booktitle = {}, year = 2017, } @inproceedings{CTT100751136, author = {Kazuki Oosawa and Akira Sekiya and Hiroki Naganuma and Rio Yokota}, title = {Accelerating Convolutional Neural Networks Using Low-Rank Approximation}, booktitle = {Proceedings of the 22nd Conference of Japan Computational Engineering Society}, year = 2017, } @inproceedings{CTT100737180, author = {Yoshifumi Motoyama and Toshio Endo and SATOSHI MATSUOKA and Rio Yokota and Keisuke Fukuda and 佐藤 育郎}, title = {Using Low-Rank Approximation in Convolutional Neural Networks}, booktitle = {2017-HPC-158 No.25}, year = 2017, } @inproceedings{CTT100751133, author = {Akira Sekiya and Kazuki Oosawa and Hiroki Naganuma and Rio Yokota}, title = {Acceleration of Matrix Multiplication in Deep Learning Using Low-Rank Approximation}, booktitle = {}, year = 2017, } @inproceedings{CTT100751129, author = {Rio Yokota}, title = {Compute-Memory Tradeoff in Hierarchical Low-Rank Approximation Methods}, booktitle = {}, year = 2017, } @inproceedings{CTT100751127, author = {Rio Yokota}, title = {Energy Conservation of Fast Multipole Methods in Classical Molecular Dynamics Simulations}, booktitle = {}, year = 2017, }