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cs.AR2025
StruM: Structured Mixed Precision for Efficient Deep Learning Hardware Codesign
Michael Wu, Arnab Raha, Deepak A. Mathaikutty +3
In this paper, we propose StruM, a novel structured mixed-precision-based deep learning inference method, co-designed with its associated hardware accelerator (DPU), to address the…
cs.AR2023
eGPU: A 750 MHz Class Soft GPGPU for FPGA
Martin Langhammer, George Constantinides
This paper introduces the eGPU, a SIMT soft processor designed for FPGAs. Soft processors typically achieve modest operating frequencies, a fraction of the headline performance cla…