Training Strategy

Hyperparameters

Learning Rate

--learning_rate 0.001

Batch Size

--batch_size 32
--tbatch 24  # Temporal batch size

Loss Functions

--loss_type huber
--beta 0.2  # Weight for absorption loss
--beta_delta 1.0  # For Huber/SmoothL1

Learning Rate Scheduling

RTnn uses ReduceLROnPlateau scheduler: - Factor: 0.5 - Patience: 5 epochs - Monitors validation loss

Optimizer

Adam optimizer with default parameters: - β₁ = 0.9 - β₂ = 0.999 - ε = 1e-8