Unconstrained Channel Pruning – Apple Machine Studying Analysis
Fashionable neural networks are rising not solely in dimension and complexity but in addition in inference time. Probably the most efficient compression strategies — channel pruning — combats this pattern by eradicating channels from convolutional weights to scale back useful resource consumption. Nevertheless, eradicating channels is non-trivial for multi-branch segments of a mannequin, which may …
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