DARTH-PUM integrates analog and Boolean PUM with optimized peripherals, coordination hardware, and a programming interface to run kernels like AES, CNNs, and LLMs fully in memory, achieving speedups of 59.4x, 14.8x, and 40.8x over an analog-plus-CPU baseline.
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DARTH-PUM: A Hybrid Processing-Using-Memory Architecture
DARTH-PUM integrates analog and Boolean PUM with optimized peripherals, coordination hardware, and a programming interface to run kernels like AES, CNNs, and LLMs fully in memory, achieving speedups of 59.4x, 14.8x, and 40.8x over an analog-plus-CPU baseline.