← Research · Nvidia, Thermo Fisher Scientific (arXiv)

A Generalization of Continuous Relaxation in Structured Pruning

Year
With
Brad Larson · Luke McDermott · Siddha Ganju
Field
Deep Learning · Structured Pruning

Structured pruning asserts that while large networks enable us to find solutions to complex computer vision problems, a smaller, computationally efficient sub-network can be extracted. We propose a generalization of continuous relaxation in structured pruning to effectively identify these optimal sub-networks, ensuring performance on resource-constrained hardware.