AWB-GCN uses three hardware runtime rebalancing techniques (distribution smoothing, remote switching, and evil row remapping) to raise processing-element utilization for irregular GCN workloads.
O3BNN: An out-of-order architecture for high-performance binarized neural network inference with fine-grained pruning,
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AWB-GCN: A Graph Convolutional Network Accelerator with Runtime Workload Rebalancing
AWB-GCN uses three hardware runtime rebalancing techniques (distribution smoothing, remote switching, and evil row remapping) to raise processing-element utilization for irregular GCN workloads.