Learned Cost Model for Placement on Reconfigurable Dataflow Hardware

Etash Guha, Tianxiao Jiang, Andrew Deng +2

Mapping a dataflow-graph of an ML model onto a reconfigurable system is difficult, as different mappings have different throughputs and consume resource constraints differently. To…