S4oP: Operator-level Pruning of Structured State Space Models for Resource-Constrained Devices

Marco Deano, Filippo Ziche, Nicola Bombieri

Structured State Space Models (SSMs), including the S4 and S4D architectures, have recently emerged as powerful alternatives to attention-based models for capturing long-range depe…