Lukas Groth

Compatibility Ratio as a Guideline for Hardware/DNN Co-Design of Embedded Accelerators

The Compatibility Ratio (CR) is introduced as a simple guideline for evaluating performance trade-offs between optimal hardware micro-architecture configurations across different workloads and shows that, for the considered accelerator, a DNN model-family optimized configuration might occupy an effective middle ground...