Dense

Description

Defines the weights of the Dense layer selected by the index. Type : polymorphic.

Input parameters

 Model in : model architecture.
 index : integer, index of layer.
weights : array, 2D values. weights = [input_dim, units].
biases : array, 1D values. biases = [units].

Output parameters

 Model out : model architecture.

Dimension

• weights = [input_dim, units]

The size of weights depends on the input of the Dense layer and the parameters units.
For example if the input of the layer has a size of [batch_size = 10, input_dim = 5] and units the value 3 then weights will have a size of [input_dim = 5, units = 3].

• biases = [units]

The size of biases depends on the parameter units of the Dense layer.

Example

All these exemples are snippets PNG, you can drop these Snippet onto the block diagram and get the depicted code added to your VI (Do not forget to install HAIBAL library to run it).