Cyclic-Balanced Pruning

BRIM accelerator boosts DNN inference with dual-sided sparsity

Researchers have developed BRIM, a novel hardware-software co-designed accelerator for bit-serial sparse inference. This system addresses the workload imbalance issue inherent in dual-sided sparsity exploitation, which …