Artificial intelligence processor architecture for dynamic scaling of neural network quantization

Various embodiments include methods and apparatus for processing a neural network by an artificial intelligence (AI) processor. Embodiments may include receiving AI processor operating condition information, dynamically adjusting an AI quantization level of a segment of a neural network in response...

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Hauptverfasser: BRANKFORD TIMOTHY PAUL FRANCIS, MAHURIN ERIC W, PARK HEE JUN
Format: Patent
Sprache:chi ; eng
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Zusammenfassung:Various embodiments include methods and apparatus for processing a neural network by an artificial intelligence (AI) processor. Embodiments may include receiving AI processor operating condition information, dynamically adjusting an AI quantization level of a segment of a neural network in response to the operating condition information, and processing the segment of the neural network using the adjusted AI quantization level. 各个实施例包括用于由人工智能(AI)处理器对神经网络进行处理的方法和设备。各实施例可包括:接收AI处理器操作条件信息,响应于该操作条件信息而动态地调整神经网络的分段的AI量化水平,以及使用经调整的AI量化水平来对该神经网络的该分段进行处理。