Time-Series Modeling on ETTM2 (test)
0.55LULLTQS
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TQSQuantization Method=TQS-PTQ, Capacity (C)=12, Weight Bit-width (W)=32026.06 | 0.55 | 1.76 | 9.15 | 9.11 | 3.24 | 4.35 | 14.91 | |
| FP32Precision=FP322026.06 | 0.83 | 0.91 | 4.03 | 3.51 | 1.51 | 1.06 | 5.07 | |
| GPTAQQuantization Method=GPTAQ, Weight Bit-width (W)=32026.06 | 1.05 | 1.46 | 7.45 | 4.46 | 2 | 1.78 | 4.86 | |
| RTNQuantization Method=RTN, Weight Bit-width (W)=32026.06 | 1.06 | 1.56 | 4.75 | 3.97 | 1.4 | 2.02 | 4.998 | |
| QEPQuantization Method=QEP, Weight Bit-width (W)=32026.06 | 1.91 | 16.17 | 5.75 | 4.49 | 2.56 | 4.94 | 4.96 | |
| GPTQQuantization Method=GPTQ, Weight Bit-width (W)=32026.06 | 2.48 | 1.65 | 4.63 | 4.8 | 1.65 | 1.72 | 4.8 |