Closed kneureither closed 3 months ago
Labelled as Major as it is a breaking change.
Benchmark | Metric | main | current | diff | |
---|---|---|---|---|---|
AirPassengers | MAE_val | 30.8317 | 30.8317 | 0.0% | :white_check_mark: |
AirPassengers | RMSE_val | 31.8177 | 31.8177 | 0.0% | :white_check_mark: |
AirPassengers | Loss_val | 0.01301 | 0.01301 | 0.0% | :white_check_mark: |
AirPassengers | train_loss | 0.00071 | 0.00071 | 0.0% | :white_check_mark: |
AirPassengers | reg_loss | 0 | 0 | 0.0% | :white_check_mark: |
AirPassengers | MAE | 6.88164 | 6.88164 | 0.0% | :white_check_mark: |
AirPassengers | RMSE | 8.92097 | 8.92097 | 0.0% | :white_check_mark: |
AirPassengers | Loss | 0.00076 | 0.00076 | 0.0% | :white_check_mark: |
AirPassengers | time | 17.5903 | 18.01 | 2.39% | :white_check_mark: |
EnergyPriceDaily | MAE_val | 5.64183 | 5.64183 | 0.0% | :white_check_mark: |
EnergyPriceDaily | RMSE_val | 7.19915 | 7.19915 | 0.0% | :white_check_mark: |
EnergyPriceDaily | Loss_val | 0.02893 | 0.02893 | 0.0% | :white_check_mark: |
EnergyPriceDaily | train_loss | 0.02957 | 0.02957 | 0.0% | :white_check_mark: |
EnergyPriceDaily | reg_loss | 0 | 0 | 0.0% | :white_check_mark: |
EnergyPriceDaily | MAE | 6.39657 | 6.39657 | 0.0% | :white_check_mark: |
EnergyPriceDaily | RMSE | 8.56213 | 8.56213 | 0.0% | :white_check_mark: |
EnergyPriceDaily | Loss | 0.02936 | 0.02936 | 0.0% | :white_check_mark: |
EnergyPriceDaily | time | 85.4153 | 89.36 | 4.62% | :warning: |
YosemiteTemps | MAE_val | 0.59751 | 0.59751 | 0.0% | :white_check_mark: |
YosemiteTemps | RMSE_val | 0.88859 | 0.88859 | 0.0% | :white_check_mark: |
YosemiteTemps | Loss_val | 0.00046 | 0.00046 | 0.0% | :white_check_mark: |
YosemiteTemps | train_loss | 0.00126 | 0.00126 | 0.0% | :white_check_mark: |
YosemiteTemps | reg_loss | 0 | 0 | 0.0% | :white_check_mark: |
YosemiteTemps | MAE | 0.97464 | 0.97464 | 0.0% | :white_check_mark: |
YosemiteTemps | RMSE | 1.70813 | 1.70813 | 0.0% | :white_check_mark: |
YosemiteTemps | Loss | 0.00126 | 0.00126 | 0.0% | :white_check_mark: |
YosemiteTemps | time | 334.987 | 350.09 | 4.51% | :warning: |
PeytonManning | MAE_val | 0.35542 | 0.35542 | 0.0% | :white_check_mark: |
PeytonManning | RMSE_val | 0.50403 | 0.50403 | 0.0% | :white_check_mark: |
PeytonManning | Loss_val | 0.01803 | 0.01803 | 0.0% | :white_check_mark: |
PeytonManning | train_loss | 0.01466 | 0.01466 | 0.0% | :white_check_mark: |
PeytonManning | reg_loss | 0 | 0 | 0.0% | :white_check_mark: |
PeytonManning | MAE | 0.34755 | 0.34755 | 0.0% | :white_check_mark: |
PeytonManning | RMSE | 0.49449 | 0.49449 | 0.0% | :white_check_mark: |
PeytonManning | Loss | 0.01465 | 0.01465 | 0.0% | :white_check_mark: |
PeytonManning | time | 100.415 | 110.75 | 10.29% | :x: |
:microscope: Background
:crystal_ball: Key changes
Removed the arguments
future_regressors_num_hidden_layers
andfuture_regressors_d_hidden
and replaced them with a single argumentfuture_regressors_layers : Optional[List[int]]
. (following the practice ofar_layers
):clipboard: Review Checklist