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.