ReLU¶

class gurobi_ml.modeling.neuralnet.activations.ReLU¶

Bases: object

Class to apply the ReLU activation on a neural network layer.

Parameters:

setbounds (Bool) – Optional flag not to set bounds on the output variables.
bigm (Float) – Optional maximal value for bounds use in the formulation

setbounds¶

Optional flag not to set bounds on the output variables.

bigm¶

Optional maximal value for bounds use in the formulation

Methods

MIP model for ReLU activation on a layer.

mip_model(layer)¶

MIP model for ReLU activation on a layer.

Parameters:: layer (AbstractNNLayer) – Layer to which activation is applied.