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Energy Consumption Estimation on OPT 1.3B

55.8Energy (J)ShiftAddLLM (Lat.)
45.6188114.3419183.065251.7881Jun 10, 2024

Evaluation results

MethodLinks
ShiftAddLLM (Lat.)Bits=22024.0655.8
ShiftAddLLM (Mixed)Bits=2.22024.0656.43
ShiftAddLLM (Lat.)Bits=32024.0659.59
LUT-GEMMBits=22024.0670.9
OPTQBits=22024.0673.27
LUT-GEMMBits=32024.0675.73
OPTQBits=32024.0690.12
FP16Bits=162024.06310.33