Post-training deep neural network pruning via layer-wise calibration

Ivan Lazarevich, Alexander Kozlov, Nikita Malinin

We present a post-training weight pruning method for deep neural networks that achieves accuracy levels tolerable for the production setting and that is sufficiently fast to be run…