[Minor] Narrow search range of lr-finder, lessen skip-window of lr_suggestion #243
GitHub Actions / ModelReport
succeeded
Aug 30, 2024 in 0s
ModelReport
Model Benchmark
Benchmark | Metric | main | current | diff | |
---|---|---|---|---|---|
YosemiteTemps | MAE_val | 0.58957 | 0.57299 | -2.81% | ✅ |
YosemiteTemps | RMSE_val | 0.86595 | 0.84755 | -2.12% | ✅ |
YosemiteTemps | Loss_val | 0.00044 | 0.00042 | -4.16% | ✅ |
YosemiteTemps | MAE | 0.9641 | 0.93964 | -2.54% | ✅ |
YosemiteTemps | RMSE | 1.69444 | 1.65623 | -2.26% | ✅ |
YosemiteTemps | Loss | 0.00123 | 0.00118 | -4.31% | ✅ |
YosemiteTemps | LR | 8e-05 | 0.0001 | 27.76% | ❌ |
YosemiteTemps | time | 142.98 | 139.89 | -2.16% | ✅ |
EnergyPriceDaily | MAE_val | 5.39142 | 5.4019 | 0.19% | ✅ |
EnergyPriceDaily | RMSE_val | 6.65739 | 6.70638 | 0.74% | ✅ |
EnergyPriceDaily | Loss_val | 0.02483 | 0.02518 | 1.44% | ✅ |
EnergyPriceDaily | MAE | 5.93446 | 5.91313 | -0.36% | ✅ |
EnergyPriceDaily | RMSE | 7.96693 | 7.94013 | -0.34% | ✅ |
EnergyPriceDaily | Loss | 0.02572 | 0.02554 | -0.72% | ✅ |
EnergyPriceDaily | LR | 0.00019 | 0.00029 | 52.74% | ❌ |
EnergyPriceDaily | time | 39.9495 | 39.56 | -0.97% | ✅ |
AirPassengers | MAE_val | 30.8849 | 30.1289 | -2.45% | ✅ |
AirPassengers | RMSE_val | 32.0342 | 31.082 | -2.97% | ✅ |
AirPassengers | Loss_val | 0.01319 | 0.01242 | -5.86% | 🎉 |
AirPassengers | MAE | 6.49056 | 6.12209 | -5.68% | 🎉 |
AirPassengers | RMSE | 8.45795 | 7.80953 | -7.67% | 🎉 |
AirPassengers | Loss | 0.00071 | 0.00064 | -9.81% | 🎉 |
AirPassengers | LR | 0.00022 | 0.0004 | 87.04% | ❌ |
AirPassengers | time | 9.38739 | 9.44 | 0.56% | ✅ |
PeytonManning | MAE_val | 0.35144 | 0.35028 | -0.33% | ✅ |
PeytonManning | RMSE_val | 0.50166 | 0.50092 | -0.15% | ✅ |
PeytonManning | Loss_val | 0.01781 | 0.01774 | -0.36% | ✅ |
PeytonManning | MAE | 0.34701 | 0.34667 | -0.1% | ✅ |
PeytonManning | RMSE | 0.4942 | 0.49358 | -0.13% | ✅ |
PeytonManning | Loss | 0.01469 | 0.01466 | -0.18% | ✅ |
PeytonManning | LR | 0.00028 | 0.00032 | 14.98% | ❌ |
PeytonManning | time | 24.4956 | 24.91 | 1.69% | ✅ |
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