Hardware-based fault scanner for detecting faults in homogenous processing units

Apparatuses, systems, and techniques are described for detecting a fault in a processing pipeline. An accelerator circuit includes a fixed function circuit that performs an operation corresponding to a neural network layer. The fixed function circuit comprises a group of homogeneous processing units...

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Bibliographische Detailangaben
Hauptverfasser: FAN QIFEI, ZHANG SHANGANG, ZHOU YAN, ZHANG YILIN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:Apparatuses, systems, and techniques are described for detecting a fault in a processing pipeline. An accelerator circuit includes a fixed function circuit that performs an operation corresponding to a neural network layer. The fixed function circuit comprises a group of homogeneous processing units and a fault scanning circuit. The fault scanner circuit includes additional homogeneous processing units for scanning each processing unit of the set in sequence for a functional fault. 本发明描述了用于检测处理管线中的故障的装置、系统和技术。一种加速器电路包括执行与神经网络层对应的操作的固定功能电路。固定功能电路包括一组同质处理单元和一个故障扫描电路。故障扫描器电路包括附加的同质处理单元,用于按顺序扫描集合的每个处理单元以查找功能故障。