Formal Datapath Verification for ML Accelerators

Formal Datapath Verification for ML Accelerators
by Bernard Murphy on 01-04-2023 at 10:00 am

Datapath complexity min

Formal methods for digital verification have advanced enormously over the last couple of decades, mostly in support of verification in control and data transport logic. The popular view had been that datapath logic was not amenable to such techniques. Control/transport proofs depend on property verification; if a proof is … Read More


Bigger, Faster and Better AI: Synopsys NPUs

Bigger, Faster and Better AI: Synopsys NPUs
by Kalar Rajendiran on 05-03-2022 at 10:00 am

ARC NPX6 440 TOPS

AI-based applications are fast advancing with evolving neural network (NN) models, pushing aggressive performance envelopes. Just a few years ago, performance requirements of NN driven applications were at 1 TOPS and less. Current and future applications in the areas of augmented reality (AR), surveillance, high-end smartphones,… Read More