DFIT: A Framework for Building Instrumentation Tools Across Heterogeneous Dataflow Accelerators

Md. Azahar Alam, Abrar Hossain, Kishwar Ahmed

Emerging dataflow accelerators offer exceptional energy efficiency and throughput for machine learning workloads, yet remain largely opaque to developers for performance analysis.…