TABLE 4.

Comparison of different system configurations on network’s (Straw-Net) inference speed.

System	OS	CPU	Clock speed (GHz)	GPU (Nvidia)	FLOPS (Tera)	Power consumption (Watts)	FPS (sec)
Server	Linux 18.04	Core i9-9940X	3.3	RTX-2080	14.2	–	53
Desktop PC	Linux 16.04	Core i7-9700	3.0	GTX-1650	5.5	180 ∼ 300	28.9
Desktop PC	Linux 16.04	Core i7-9700	3.0	None	–	180 ∼ 300	13.8
Portable devices
Laptop0	Windows 10	Core i7-10750	2.6	RTX-2070	6.6	170	40
Laptop1	Windows 10	Core i7-9750	2.59	None	–	70	6.32
Laptop1	Windows 10	Core i7-9750	2.59	GTX-1650	3.2	120	21.3
Laptop2	Windows 10	Core i5-8265	1.8	None	–	48	3.38
Embedded systems
Nvidia Jetson TX2	Linux 16.04	ARM-Cortex A57	2.0	Pascal GPU	1.3	35	15.3