Table 1.1: Comparative Analysis of Edge Model Compression Techniques in 2026
intelligent flters. They detect patterns combine general-purpose CPUs, GPUs,are tightly coupled with software heavyweight inference,edge platformsallocated dynamically, grounding Technologies, Inc. and Apple integrate power, and precision requirements [7]. valuable for development and flexible operations common in deep learning.