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Efficient bfloat16 MAC for PIM DNNs by abhisheks.vl.24 is a document available to read on EtoBox.

What is Efficient bfloat16 MAC for PIM DNNs about?

This paper presents an efficient design for a floating-point MAC unit using bfloat16, aimed at optimizing deep neural network (DNN) applications in Processor-In-Memory (PIM) environments. The proposed design reduces delay, area, and power consumption significantly compared to traditional MAC units, while maintaining computational accuracy by simplifying the handling of underflows and overflows. The results demonstrate that the bfloat16 MAC unit outperforms both FP32 and 16-bit integer MAC units in terms of

Author

abhisheks.vl.24

Language

EN