[Minor] Narrow search range of lr-finder, lessen skip-window of lr_suggestion #2262
GitHub Actions / ModelReport
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Aug 30, 2024 in 0s
ModelReport
Model Benchmark
Benchmark | Metric | main | current | diff | |
---|---|---|---|---|---|
YosemiteTemps | MAE_val | 0.58957 | 0.62435 | 5.9% | |
YosemiteTemps | RMSE_val | 0.86595 | 0.90452 | 4.45% | |
YosemiteTemps | Loss_val | 0.00044 | 0.00048 | 8.97% | ❌ |
YosemiteTemps | MAE | 0.9641 | 1.03077 | 6.92% | |
YosemiteTemps | RMSE | 1.69444 | 1.80145 | 6.32% | |
YosemiteTemps | Loss | 0.00123 | 0.00139 | 12.36% | ❌ |
YosemiteTemps | LR | 8e-05 | 5e-05 | -34.06% | 🎉 |
YosemiteTemps | time | 143.659 | 141.37 | -1.59% | ✅ |
EnergyPriceDaily | MAE_val | 5.39142 | 5.65665 | 4.92% | |
EnergyPriceDaily | RMSE_val | 6.65739 | 6.87941 | 3.33% | |
EnergyPriceDaily | Loss_val | 0.02483 | 0.02653 | 6.87% | |
EnergyPriceDaily | MAE | 5.93446 | 6.28641 | 5.93% | |
EnergyPriceDaily | RMSE | 7.96693 | 8.37171 | 5.08% | |
EnergyPriceDaily | Loss | 0.02572 | 0.02841 | 10.43% | ❌ |
EnergyPriceDaily | LR | 0.00019 | 0.00012 | -34.29% | 🎉 |
EnergyPriceDaily | time | 39.6656 | 40.06 | 0.99% | ✅ |
AirPassengers | MAE_val | 30.8849 | 30.8849 | 0.0% | ✅ |
AirPassengers | RMSE_val | 32.0342 | 32.0342 | 0.0% | ✅ |
AirPassengers | Loss_val | 0.01319 | 0.01319 | 0.0% | ✅ |
AirPassengers | MAE | 6.49056 | 6.49056 | 0.0% | ✅ |
AirPassengers | RMSE | 8.45795 | 8.45795 | 0.0% | ✅ |
AirPassengers | Loss | 0.00071 | 0.00071 | 0.0% | ✅ |
AirPassengers | LR | 0.00022 | 0.00022 | 0.0% | ✅ |
AirPassengers | time | 9.44089 | 9.59 | 1.58% | ✅ |
PeytonManning | MAE_val | 0.35144 | 0.35224 | 0.23% | ✅ |
PeytonManning | RMSE_val | 0.50166 | 0.50217 | 0.1% | ✅ |
PeytonManning | Loss_val | 0.01781 | 0.01786 | 0.26% | ✅ |
PeytonManning | MAE | 0.34701 | 0.34732 | 0.09% | ✅ |
PeytonManning | RMSE | 0.4942 | 0.49475 | 0.11% | ✅ |
PeytonManning | Loss | 0.01469 | 0.01471 | 0.16% | ✅ |
PeytonManning | LR | 0.00028 | 0.00026 | -9.42% | 🎉 |
PeytonManning | time | 24.6697 | 24.91 | 0.97% | ✅ |
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