Acceleration of Deep Neural Network Training Using Field Programmable Gate Arrays

Table 1

Resource usage CNN training.

Data quantization (bit)	ALUTs	DSP	FFS	M10 K
32	139913	85	172677	497
16	108313	76	144798	422
8	88712	64	126918	346
4	74511	52	91158	187