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[Minor] Torchify TimeDataset #2490

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[Minor] Torchify TimeDataset

[Minor] Torchify TimeDataset #2490

GitHub Actions / ModelReport succeeded Jul 3, 2024 in 0s

ModelReport

Model Benchmark

Benchmark Metric main current diff
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 267.54 105.65 -60.51% 🎉
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 32.6215 17.66 -45.86% 🎉
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 261.639 89.38 -65.84% 🎉
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 830.182 345.05 -58.44% 🎉
\nModel training plots\n ## Model Training ### PeytonManning ![](https://asset.cml.dev/11348f1f9bf4f9fcb8e9e7673e3df7b3188d5322?cml=svg%2Bxml&cache-bypass=7406c033-209e-4e2c-b099-3ca54fd10f76) ### YosemiteTemps ![](https://asset.cml.dev/f7cdc4dbd7ce5ab95a6927340453f4f5338b6121?cml=svg%2Bxml&cache-bypass=d08b8d40-a8ab-4500-8d0f-35c3ebe5043b) ### AirPassengers ![](https://asset.cml.dev/b6381dba3d90fea7937861f1580d5a5312ef70d3?cml=svg%2Bxml&cache-bypass=e50590ea-6890-4a80-96ee-4ca1d507fccb) ### EnergyPriceDaily ![](https://asset.cml.dev/dc895779130dfed3f9af128f5f57159ad732f4ce?cml=svg%2Bxml&cache-bypass=21d38a2d-1271-4c00-be99-3a386fa64756) \n
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