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07/19/2022
Proposed Consistent Exception Handling for the BLAS and LAPACK
Numerical exceptions, which may be caused by overflow, operations like d...
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03/04/2022
Reinventing High Performance Computing: Challenges and Opportunities
The world of computing is in rapid transition, now dominated by a world ...
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09/10/2021
Efficient Exascale Discretizations: High-Order Finite Element Methods
Efficient exploitation of exascale architectures requires rethinking of ...
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11/23/2020
Integrating Deep Learning in Domain Sciences at Exascale
This paper presents some of the current challenges in designing deep lea...
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11/03/2020
Improving the Performance of the GMRES Method using Mixed-Precision Techniques
The GMRES method is used to solve sparse, non-symmetric systems of linea...
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07/13/2020
A Survey of Numerical Methods Utilizing Mixed Precision Arithmetic
Within the past years, hardware vendors have started designing low preci...
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11/21/2018
SuperNeurons: FFT-based Gradient Sparsification in the Distributed Training of Deep Neural Networks
The performance and efficiency of distributed training of Deep Neural Ne...
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11/18/2016