Automatic Compression Automated Model Compression (AMC) Weight pruning Element-wise pruning using magnitude thresholding, sensitivity thresholding, target sparsity level, and activation statistics Structured pruning Convolution: 2D (kernel-wise), 3D (filter-wise), 4D (layer-wise), and channel-wise structured pruning. Fully-connected: column-wise and row-wise structured pruning. Structure groups (e