Table 7 FPGA resource consumption of the proposed system.

From: Accurate and efficient molecular dynamics based on machine learning and non von Neumann architecture

Resource

Utilization

Available

Utilization ratio

LUT

500111

1182240

42.30%

LUTRAM

52035

591840

8.79%

FF

674294

2364480

28.52%

DSP

4058

6840

59.33%

BRAM

188

2160

8.7%

URAM

560

960

58.33%

  1. The abbreviations LUT, LUTRAM, FF, DSP, BRAM, and URAM represent Look-Up Table110, Look-Up Table RAM110, Flip-Flop110, Digital Signal Processor109, Block RAM105, and UltraRAM105, respectively.