Table 1 Energy consumption evaluation of different approaches.

From: In-memory search with learning to hash based on resistive memory for recommendation acceleration

 

RRAM-based LTH

LTH

Exact compare

Components

Hashing (MAC)

Search (CAM)

Hashing (Multiply/Add)

Search (XOR)

Search (Multiply/Add)

Core energy

7.07 pJ

0.41 nJ

12.47 nJ

0.49 nJ

1.73 uJ

Peripheral energy

6.48 pJ

3.3 pJ

   

Total energy

0.427 nJ

12.96 nJ

1.73 uJ