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03/15/2023
Gamify Stencil Dwarf on Cloud for Democratizing Scientific Computing
Stencil computation is one of the most important kernels in various scie...
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08/21/2022
IAAT: A Input-Aware Adaptive Tuning framework for Small GEMM
GEMM with the small size of input matrices is becoming widely used in ma...
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08/17/2022
AutoTSMM: An Auto-tuning Framework for Building High-Performance Tall-and-Skinny Matrix-Matrix Multiplication on CPUs
In recent years, general matrix-matrix multiplication with non-regular-s...
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04/22/2021
An Accurate and Efficient Large-scale Regression Method through Best Friend Clustering
As the data size in Machine Learning fields grows exponentially, it is i...
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03/18/2021
Enhanced AGCM3D: A Highly Scalable Dynamical Core of Atmospheric General Circulation Model Based on Leap-Format
The finite-difference dynamical core based on the equal-interval latitud...
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03/16/2021
Reducing Redundancy in Data Organization and Arithmetic Calculation for Stencil Computations
Stencil computation is one of the most important kernels in various scie...
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03/16/2021
An Efficient Vectorization Scheme for Stencil Computation
Stencil computation is one of the most important kernels in various scie...
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10/10/2020
Temporal Vectorization for Stencils
Stencil computations represent a very common class of nested loops in sc...
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08/17/2020
AIPerf: Automated machine learning as an AI-HPC benchmark
The plethora of complex artificial intelligence (AI) algorithms and avai...
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07/27/2019
HPC AI500: A Benchmark Suite for HPC AI Systems
In recent years, with the trend of applying deep learning (DL) in high p...
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02/05/2018