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Energy Consumption Estimation on OPT-125M

11.41Energy Consumption (J)ShiftAddLLM (Lat.)
10.69615.515520.33525.1545Jun 10, 2024

Evaluation results

MethodLinks
ShiftAddLLM (Lat.)Bits=22024.0611.41
ShiftAddLLM (Mixed)Bits=2.22024.0611.45
ShiftAddLLM (Lat.)Bits=32024.0611.68
LUT-GEMMBits=22024.0612.48
OPTQBits=22024.0612.58
LUT-GEMMBits=32024.0612.83
OPTQBits=32024.0613.77
FP16Bits=162024.0629.26