Benchmarking of hardware-software

• april 2021 NVIDIA Dominates A Near-Empty Field In AI Benchmarks Again

The Qualcomm AI chip also looks pretty efficient, but where is everyone else?

• JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads

• Sound Event Detection with Binary Neural Networks on Tightly Power-Constrained IoT Devices

TPU vs GPU vs Cerebras vs Graphcore: A Fair Comparison between ML Hardware