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12/19/2022
XEngine: Optimal Tensor Rematerialization for Neural Networks in Heterogeneous Environments
Memory efficiency is crucial in training deep learning networks on resou...
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05/16/2022
AnySeq/GPU: A Novel Approach for Faster Sequence Alignment on GPUs
In recent years, the rapidly increasing number of reads produced by next...
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12/14/2021
FLOWER: A comprehensive dataflow compiler for high-level synthesis
FPGAs have found their way into data centers as accelerator cards, makin...
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09/16/2020
tinyMD: A Portable and Scalable Implementation for Pairwise Interactions Simulations
This paper investigates the suitability of the AnyDSL partial evaluation...
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05/14/2020
Parallel Multi-Hypothesis Algorithm for Criticality Estimation in Traffic and Collision Avoidance
Due to the current developments towards autonomous driving and vehicle a...
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02/11/2020