Time-series Modeling on ETTM1 (MAE components)
2.02MUFL MAETQS-PTQ
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TQS-PTQQuantization Method=TQS, Compression Constraint=C=16, Grid=W22026.06 | 2.02 | 0.59 | 2.31 | 0.7 | 0.2 | 0.87 | 4.77 | |
| FP32Precision=FP322026.06 | 3.35 | 0.54 | 3.8 | 1.03 | 0.18 | 1.12 | 1.45 | |
| GPTQQuantization Method=GPTQ, Grid=W22026.06 | 15.79 | 3.41 | 7.74 | 1.56 | 0.38 | 1.84 | 11.01 | |
| RTNQuantization Method=RTN, Grid=W22026.06 | 16.5 | 2.98 | 28.48 | 1.93 | 1.81 | 2.33 | 5.56 | |
| QEPQuantization Method=QEP, Grid=W22026.06 | 16.65 | 2.29 | 12.19 | 4.59 | 0.83 | 1.32 | 3.46 | |
| GPTAQQuantization Method=GPTAQ, Grid=W22026.06 | 1,736.96 | 2.48 | 119.72 | 6.48 | 8.51 | 87.63 | 159.4 |