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[Minor] Profling and logging tutorial #2542

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[Minor] Profling and logging tutorial

[Minor] Profling and logging tutorial #2542

GitHub Actions / ModelReport succeeded Aug 15, 2024 in 0s

ModelReport

Model Benchmark

Benchmark Metric main current diff
YosemiteTemps MAE_val 0.59734 0.59734 0.0% ✅
YosemiteTemps RMSE_val 0.88884 0.88884 0.0% ✅
YosemiteTemps Loss_val 0.00046 0.00046 0.0% ✅
YosemiteTemps train_loss 0.00126 0.00126 0.0% ✅
YosemiteTemps reg_loss 0 0 0.0% ✅
YosemiteTemps MAE 0.97461 0.97461 0.0% ✅
YosemiteTemps RMSE 1.70806 1.70806 0.0% ✅
YosemiteTemps Loss 0.00126 0.00126 0.0% ✅
YosemiteTemps time 138.287 220.03 59.11% ❌
EnergyPriceDaily MAE_val 5.64247 5.64186 -0.01% ✅
EnergyPriceDaily RMSE_val 7.19972 7.19914 -0.01% ✅
EnergyPriceDaily Loss_val 0.02893 0.02893 -0.02% ✅
EnergyPriceDaily train_loss 0.02957 0.02957 -0.0% ✅
EnergyPriceDaily reg_loss 0 0 0.0% ✅
EnergyPriceDaily MAE 6.39654 6.39655 0.0% ✅
EnergyPriceDaily RMSE 8.56207 8.56207 0.0% ✅
EnergyPriceDaily Loss 0.02936 0.02936 -0.0% ✅
EnergyPriceDaily time 40.9093 60.58 48.08% ❌
AirPassengers MAE_val 30.8306 30.8328 0.01% ✅
AirPassengers RMSE_val 31.8167 31.8182 0.0% ✅
AirPassengers Loss_val 0.01301 0.01301 0.01% ✅
AirPassengers train_loss 0.00071 0.00071 0.01% ✅
AirPassengers reg_loss 0 0 0.0% ✅
AirPassengers MAE 6.88169 6.88174 0.0% ✅
AirPassengers RMSE 8.92083 8.92109 0.0% ✅
AirPassengers Loss 0.00076 0.00076 0.01% ✅
AirPassengers time 10.0703 13.35 32.57% ❌
PeytonManning MAE_val 0.35533 0.35539 0.02% ✅
PeytonManning RMSE_val 0.50396 0.50401 0.01% ✅
PeytonManning Loss_val 0.01802 0.01803 0.02% ✅
PeytonManning train_loss 0.01466 0.01466 -0.0% ✅
PeytonManning reg_loss 0 0 0.0% ✅
PeytonManning MAE 0.34756 0.34755 -0.0% ✅
PeytonManning RMSE 0.4945 0.49449 -0.0% ✅
PeytonManning Loss 0.01465 0.01465 -0.0% ✅
PeytonManning time 25.3402 60 136.78% ❌
Model training plots

Model Training

PeytonManning

YosemiteTemps

AirPassengers

EnergyPriceDaily

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