Deep learning

Model and system robustness in distributed CNN inference at the edge

Prevalent large CNN models pose a significant challenge in terms of computing resources for resource-constrained devices at the Edge. Distributing the computations and coefficients over multiple edge devices collaboratively has been well studied but …

AutoDICE

Automated Distributed CNN Inference at the Edge

Pipe-All

High-throughput CPU-GPU CNN inference pipeline