Structured vs Unstructured Pruning: A Complete Guide with Math, Diagrams, and Real-World Analysis31 March 2026AI Accelerator Pruning Model Compression Structured Pruning Unstructured Pruning N:M Sparsity Sparse Inference NVIDIA Ampere Filter Pruning Channel Pruning Neural Architecture Efficiency