Neural Ninjas ยท Deep Learning Diagnostics
Loss Curve
ER
๐ฅ Patient: ResNet-50
๐ด CRITICAL
Epoch 30/30 ยท elapsed 2.4hrs
๐ฆ Overfitting
๐ Oscillation
๐ง Plateau
๐ฅ Exploding
๐ข Underfitting
๐๐ฅ OFF SCALE
Training loss
Validation loss
๐ฉบ Vitals
Train
0.32 โ
Val
0.89 โ
Gap
0.57 ๐ฅ
LR
1e-4
โก Gradients
Mean
2.3
Max
18.7
Norm
12.4
Clip
โ
๐ง Weight histogram
๐ Auto-diagnose
๐ Apply fix