PCONV combines fixed intra-kernel pattern pruning with inter-kernel connectivity pruning to create structured sparse CNNs that run in real time on mobile CPUs and GPUs.
In Advances in neural information processing systems, 2074–2082
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PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-time Execution on Mobile Devices
PCONV combines fixed intra-kernel pattern pruning with inter-kernel connectivity pruning to create structured sparse CNNs that run in real time on mobile CPUs and GPUs.