Model Quantization and Synthetic Aperture Data Analyses Increasing Throughput and Energy Efficiency

2021 IEEE High Performance Extreme Computing Conference (HPEC)(2021)

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摘要
New model quantization techniques have been researched to inform future information/data processing approaches. This hardware evaluation and the associated data exploitation methods developed support systems that require high performance computing (HPC) and machine learning (ML) models where significant throughput is desired. Specifically, these applications include, but are not limited to, low co...
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关键词
Quantization (signal),Target recognition,Computational modeling,Graphics processing units,Computer architecture,Apertures,Throughput
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