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[Minor] Profling and logging tutorial #169

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[Minor] Profling and logging tutorial

[Minor] Profling and logging tutorial #169

GitHub Actions / ModelReport succeeded Aug 10, 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 210.792 214.6 1.81% ✅
EnergyPriceDaily MAE_val 5.64186 5.64186 0.0% ✅
EnergyPriceDaily RMSE_val 7.19914 7.19914 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 6.39655 6.39655 0.0% ✅
EnergyPriceDaily RMSE 8.56207 8.56207 0.0% ✅
EnergyPriceDaily Loss 0.02936 0.02936 0.0% ✅
EnergyPriceDaily time 57.4263 59.77 4.08% ⚠️
AirPassengers MAE_val 30.8328 30.8328 0.0% ✅
AirPassengers RMSE_val 31.8182 31.8182 0.0% ✅
AirPassengers Loss_val 0.01301 0.01301 0.0% ✅
AirPassengers train_loss 0.00071 0.00071 0.0% ✅
AirPassengers reg_loss 0 0 0.0% ✅
AirPassengers MAE 6.88174 6.88174 0.0% ✅
AirPassengers RMSE 8.92109 8.92109 0.0% ✅
AirPassengers Loss 0.00076 0.00076 0.0% ✅
AirPassengers time 12.546 13.07 4.18% ⚠️
PeytonManning MAE_val 0.35539 0.35539 0.0% ✅
PeytonManning RMSE_val 0.50401 0.50401 0.0% ✅
PeytonManning Loss_val 0.01803 0.01803 0.0% ✅
PeytonManning train_loss 0.01466 0.01466 0.0% ✅
PeytonManning reg_loss 0 0 0.0% ✅
PeytonManning MAE 0.34755 0.34755 0.0% ✅
PeytonManning RMSE 0.49449 0.49449 0.0% ✅
PeytonManning Loss 0.01465 0.01465 0.0% ✅
PeytonManning time 54.6309 59.53 8.97% ❌
Model training plots

Model Training

PeytonManning

YosemiteTemps

AirPassengers

EnergyPriceDaily

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