[major] Training: update 1cycle lr to 3phase #2081
GitHub Actions / ModelReport
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Oct 16, 2023 in 0s
ModelReport
Model Benchmark
| Benchmark | Metric | main | current | diff | |
|---|---|---|---|---|---|
| YosemiteTemps | MAE_val | 1.34899 | 1.60898 | 19.27% | ❌ |
| YosemiteTemps | RMSE_val | 2.00817 | 2.29894 | 14.48% | ❌ |
| YosemiteTemps | Loss_val | 0.00078 | 0.00098 | 26.33% | ❌ |
| YosemiteTemps | MAE | 1.32133 | 1.2468 | -5.64% | 🎉 |
| YosemiteTemps | RMSE | 2.13713 | 2.07517 | -2.9% | ✅ |
| YosemiteTemps | Loss | 0.00064 | 0.0006 | -5.84% | 🎉 |
| YosemiteTemps | time | 59.7586 | 102.99 | 72.34% | ❌ |
| PeytonManning | MAE_val | 0.58162 | 0.49192 | -15.42% | 🎉 |
| PeytonManning | RMSE_val | 0.72218 | 0.60499 | -16.23% | 🎉 |
| PeytonManning | Loss_val | 0.01239 | 0.0087 | -29.82% | 🎉 |
| PeytonManning | MAE | 0.41671 | 0.39103 | -6.16% | 🎉 |
| PeytonManning | RMSE | 0.55961 | 0.53695 | -4.05% | ✅ |
| PeytonManning | Loss | 0.00612 | 0.00569 | -7.09% | 🎉 |
| PeytonManning | time | 12.7208 | 10.79 | -15.18% | 🎉 |
| AirPassengers | MAE_val | 13.0627 | 29.1126 | 122.87% | ❌ |
| AirPassengers | RMSE_val | 15.9453 | 33.4334 | 109.68% | ❌ |
| AirPassengers | Loss_val | 0.00131 | 0.00577 | 339.64% | ❌ |
| AirPassengers | MAE | 9.88153 | 23.4523 | 137.33% | ❌ |
| AirPassengers | RMSE | 11.7354 | 32.9873 | 181.09% | ❌ |
| AirPassengers | Loss | 0.00052 | 0.00329 | 537.34% | ❌ |
| AirPassengers | time | 5.38509 | 3.75 | -30.36% | 🎉 |
Model training plots
Model Training
PeytonManning
YosemiteTemps
AirPassengers
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