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[Minor] Torchify TimeDataset (#1608) #1882

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[Minor] Torchify TimeDataset (#1608)

[Minor] Torchify TimeDataset (#1608) #1882

GitHub Actions / ModelReport succeeded Jul 18, 2024 in 0s

ModelReport

Model Benchmark

Benchmark Metric main current diff
AirPassengers MAE_val 30.8322 30.8317 -0.0% ✅
AirPassengers RMSE_val 31.8173 31.8177 0.0% ✅
AirPassengers Loss_val 0.01301 0.01301 0.0% ✅
AirPassengers train_loss 0.00071 0.00071 0.01% ✅
AirPassengers reg_loss 0 0 0.0% ✅
AirPassengers MAE 6.88151 6.88164 0.0% ✅
AirPassengers RMSE 8.92077 8.92097 0.0% ✅
AirPassengers Loss 0.00076 0.00076 0.01% ✅
AirPassengers time 31.8117 17.63 -44.58% 🎉
PeytonManning MAE_val 0.35536 0.35542 0.02% ✅
PeytonManning RMSE_val 0.50396 0.50403 0.01% ✅
PeytonManning Loss_val 0.01802 0.01803 0.03% ✅
PeytonManning train_loss 0.01465 0.01466 0.01% ✅
PeytonManning reg_loss 0 0 0.0% ✅
PeytonManning MAE 0.34754 0.34755 0.0% ✅
PeytonManning RMSE 0.49446 0.49449 0.0% ✅
PeytonManning Loss 0.01465 0.01465 0.01% ✅
PeytonManning time 261.986 104.24 -60.21% 🎉
YosemiteTemps MAE_val 0.5945 0.59751 0.51% ✅
YosemiteTemps RMSE_val 0.88522 0.88859 0.38% ✅
YosemiteTemps Loss_val 0.00046 0.00046 0.83% ✅
YosemiteTemps train_loss 0.00125 0.00126 0.44% ✅
YosemiteTemps reg_loss 0 0 0.0% ✅
YosemiteTemps MAE 0.97046 0.97464 0.43% ✅
YosemiteTemps RMSE 1.70474 1.70813 0.2% ✅
YosemiteTemps Loss 0.00125 0.00126 0.46% ✅
YosemiteTemps time 820.83 342.4 -58.29% 🎉
EnergyPriceDaily MAE_val 5.64185 5.64183 -0.0% ✅
EnergyPriceDaily RMSE_val 7.19909 7.19915 0.0% ✅
EnergyPriceDaily Loss_val 0.02893 0.02893 0.0% ✅
EnergyPriceDaily train_loss 0.02957 0.02957 -0.0% ✅
EnergyPriceDaily reg_loss 0 0 0.0% ✅
EnergyPriceDaily MAE 6.39659 6.39657 -0.0% ✅
EnergyPriceDaily RMSE 8.56225 8.56213 -0.0% ✅
EnergyPriceDaily Loss 0.02936 0.02936 -0.0% ✅
EnergyPriceDaily time 257.082 88.36 -65.63% 🎉
\nModel training plots\n ## Model Training ### PeytonManning ![](https://asset.cml.dev/bb5c9a401231b4e3f220c9a1bee2db1fe55ba752?cml=svg%2Bxml&cache-bypass=d1ae5a6e-509f-40d8-be86-a8fbf7345556) ### YosemiteTemps ![](https://asset.cml.dev/798e8f7f1a23b6f91e05eaee33739e47c41c388c?cml=svg%2Bxml&cache-bypass=bc1edb82-0e73-4fa9-b94e-945dbd4126b1) ### AirPassengers ![](https://asset.cml.dev/e2ccfbe0f2d8987dbcc060dd70ea629a2b74a2d7?cml=svg%2Bxml&cache-bypass=5b7ac7d0-d892-43b1-84b4-fa1a7456520f) ### EnergyPriceDaily ![](https://asset.cml.dev/b64d743aa41a2a352a0eff77f02f7f0fe7df314c?cml=svg%2Bxml&cache-bypass=2af37692-2f62-4a7f-bbe0-b0cd5262edb3) \n
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