Most pruning methods designed for convolutional networks fail to transfer to a fully connected network on an IoT intrusion detection dataset, with ThiNet offering the best practical trade-off.
Dais: Automatic channel pruning via differentiable annealing indicator search,
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Adaptive Pruning of Deep Neural Networks for Resource-Aware Embedded Intrusion Detection on the Edge
Most pruning methods designed for convolutional networks fail to transfer to a fully connected network on an IoT intrusion detection dataset, with ThiNet offering the best practical trade-off.