Time-series Forecasting on ETTH1 2.5 (test)
3.27MUFLFP32
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FP32Precision=Full Precision (FP32)2026.06 | 3.27 | 3.57 | 0.33 | 1.11 | 0.82 | 0.67 | 2.1 | |
| TQSConstraint (C)=12, Quantization Bit-width (W)=32026.06 | 3.35 | 3.87 | 0.38 | 1.44 | 1.67 | 1.47 | 5.59 | |
| GPTAQQuantization Bit-width (W)=32026.06 | 7.47 | 10.78 | 0.52 | 1.61 | 1.3 | 0.88 | 2.86 | |
| GPTQQuantization Bit-width (W)=32026.06 | 7.88 | 7.3 | 1.06 | 2.53 | 1.2 | 1.11 | 2.05 | |
| RTNQuantization Bit-width (W)=32026.06 | 8.24 | 7.65 | 0.51 | 1.32 | 1.24 | 0.98 | 2.47 | |
| QEPQuantization Bit-width (W)=32026.06 | 9.29 | 9.19 | 0.85 | 1.63 | 1.42 | 1.88 | 2.9 |