RTL

Spatial Dataflow is all you need!

Jian Weng, Assistant Professor, Computer Science

Feb 10, 12:00 - 13:00

B9 L2 R2325

machine learning RTL computational methods

Jian Weng's research, inspired by spatial dataflow, proposes a unified hardware design and implementation framework that leverages a familiar software programming paradigm, enabling concise and efficient designs while significantly reducing code complexity and achieving near-handcrafted performance, with future applications in ML inference systems targeting memory bandwidth limitations.