Table 6 Performance results for application benchmarks using conventional and SLIM based system configuration.
From: SLIM: Simultaneous Logic-in-Memory Computing Exploiting Bilayer Analog OxRAM Devices
Application | System Config | Cell Type | Energy Delay Product (pJs) | Ratio w.r.t. CPU + DRAM | ||
|---|---|---|---|---|---|---|
Data Transfer | Compute | Overall | ||||
Sobel Edge Detection | CPU + DRAM | — | 1.31E-01 | 2.48E+05 | 2.48E+05 | 1 |
SLIM | 1T-1R | 1.68E-04 | 3.31E+03 | 3.31E+03 | 75.05 | |
2T-1R | 1.68E-04 | 6.19E+03 | 6.19E+03 | 40.16 | ||
BNN-MLP | CPU + DRAM | — | 4.82 | 3.68E+06 | 3.68E+06 | 1 |
SLIM | 1T-1R | 6.15E-06 | 1.09E+06 | 1.09E+06 | 3.47 | |
2T-1R | 6.15E-06 | 2.36E+06 | 2.36E+06 | 1.61 | ||
