DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search

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Abstract:

The convolutional neural network has achieved great success in fulfilling computer vision tasks despite large computation overhead against efficient deployment. Structured (channel) pruning is usually applied to reduce the model redundancy while preserving the network structure, such that the pruned network can be easily deployed in pra...More

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