Time-Series Forecasting on ETTH1 TimesFM-2.5
0.25LULLTQS-PTQ
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TQS-PTQQuantization Method=TQS-PTQ, C=16, W=22026.06 | 0.25 | 2.94 | 4.06 | 1.25 | 1.38 | 1.48 | 5.9 | |
| FP32Precision=FP322026.06 | 0.33 | 3.27 | 3.57 | 1.11 | 0.82 | 0.67 | 2.1 | |
| QEPQuantization Method=QEP, W=22026.06 | 1.1 | 19.62 | 13.32 | 2.27 | 1.79 | 3.45 | 8.62 | |
| RTNQuantization Method=RTN, W=22026.06 | 1.18 | 18.3 | 162.67 | 4.48 | 2.31 | 0.99 | 5.93 | |
| GPTQQuantization Method=GPTQ, W=22026.06 | 2.45 | 10.38 | 59.28 | 4.7 | 38.38 | 110.65 | 12.96 | |
| GPTAQQuantization Method=GPTAQ, W=22026.06 | 20.93 | 621.31 | 52.35 | 52.7 | 3.21 | 108.91 | 2.88 |