Regularizers

tensornet.engine.ops.regularizer.l1(model, loss, factor)[source]

Apply L1 regularization.

Parameters

  • model (torch.nn.Module) – Model Instance.

  • loss (float) – Loss function value.

  • factor (float) – Factor for applying L1 regularization.

Returns

Regularized loss value.