ESPN: Extremely Sparse Pruned Networks

Ameya Joshi
Ameya Joshi
Cited by: 0|Views15

Abstract:

Deep neural networks are often highly overparameterized, prohibiting their use in compute-limited systems. However, a line of recent works has shown that the size of deep networks can be considerably reduced by identifying a subset of neuron indicators (or mask) that correspond to significant weights prior to training. We demonstrate th...More

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