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[Minor] Torchify TimeDataset #2502

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[Minor] Torchify TimeDataset

[Minor] Torchify TimeDataset #2502

GitHub Actions / ModelReport succeeded Jul 16, 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 31.9263 17.49 -45.22% 🎉
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 263.546 106.31 -59.66% 🎉
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 846.158 342.98 -59.47% 🎉
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 262.255 89.61 -65.83% 🎉
\nModel training plots\n ## Model Training ### PeytonManning ![](https://asset.cml.dev/178e5e844b7d6f2e785a84eaec09dfd37aeee532?cml=svg%2Bxml&cache-bypass=96fed99a-6d89-4465-b43e-0e3de602dd24) ### YosemiteTemps ![](https://asset.cml.dev/ea09f7fa06127395a8b5ce134410c3994aac52cf?cml=svg%2Bxml&cache-bypass=deedaf81-54ed-468b-9f76-f8a6ec76b39b) ### AirPassengers ![](https://asset.cml.dev/b3e5db9823f0999ebec3a7ea5dde386e10c53201?cml=svg%2Bxml&cache-bypass=afaf65d4-3a07-4b27-872e-61a91697ae84) ### EnergyPriceDaily ![](https://asset.cml.dev/563af88cc7329f8e4200b99c44b89b9bf0a45f70?cml=svg%2Bxml&cache-bypass=49c707c3-59eb-4325-b08a-0f00ac3c2c07) \n
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