Collaborative Intelligence: Accelerating Deep Neural Network Inference via Device-Edge Synergy

Table 1

The configurations of device and edge accelerators.

	Hardware	Batch	PE array	AXI port	Block RAM
Device	Zynq-7020	1	8 × 8	4 × 64b	140 × 36 Kb
Edge server	VU9P	16	16 × 16	4 × 256b	2160 × 36 Kb