A DRAM LUT-based computing scheme uses one row activation per scalar-vector batch and per-mat independent column reads to cut activation energy, plus an HBM accelerator that counts quantized exponents for transformer inference.
To pim or not for emerging general purpose processing in ddr memory systems,
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Towards Efficient LUT-based PIM: A Scalable and Low-Power Approach for Modern Workloads
A DRAM LUT-based computing scheme uses one row activation per scalar-vector batch and per-mat independent column reads to cut activation energy, plus an HBM accelerator that counts quantized exponents for transformer inference.