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09/10/2023
O2ATH: An OpenMP Offloading Toolkit for the Sunway Heterogeneous Manycore Platform
The next generation Sunway supercomputer employs the SW26010pro processo...
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12/09/2022
Validating quantum-supremacy experiments with exact and fast tensor network contraction
The quantum circuits that declare quantum supremacy, such as Google Syca...
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05/01/2022
Lifetime-based Method for Quantum Simulation on a New Sunway Supercomputer
Faster classical simulation becomes essential for the validation of quan...
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10/27/2021
Closing the "Quantum Supremacy" Gap: Achieving Real-Time Simulation of a Random Quantum Circuit Using a New Sunway Supercomputer
We develop a high-performance tensor-based simulator for random quantum ...
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09/02/2020
Benchmarking 50-Photon Gaussian Boson Sampling on the Sunway TaihuLight
Boson sampling is expected to be one of an important milestones that wil...
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08/26/2020
Cross-regional oil palm tree counting and detection via multi-level attention domain adaptation network
Providing an accurate evaluation of palm tree plantation in a large regi...
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05/04/2019
NAMSG: An Efficient Method For Training Neural Networks
We introduce NAMSG, an adaptive first-order algorithm for training neura...
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03/16/2019
swCaffe: a Parallel Framework for Accelerating Deep Learning Applications on Sunway TaihuLight
This paper reports our efforts on swCaffe, a highly efficient parallel f...
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08/13/2018
RedSync : Reducing Synchronization Traffic for Distributed Deep Learning
Data parallelism has already become a dominant method to scale Deep Neur...
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12/11/2016