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Set optimizer by index

Description

Sets the optimizer parameters for the layer selected by the index given as input.

Input parameters

 

Model in : model architecture.
 index : integer, layer index.

 optimizer :

 algorithm : enum, name of optimizer.
 learning_rate : float, learning rate.
 beta_1 : float, exponential decay rate for the 1st moment estimates.
 beta_2 : float, exponential decay rate for the 2nd moment estimates.

Output parameters

 

Model out : model architecture.

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).

Using the “Set Opti Params by index” function

1 – Define Graph

We define the graph with one input and two Dense layers named Dense1 and Dense2 parameterized in different ways.

2 – Set Function

We use the function “Set Opti Params by index” to set the optimizers of layers at index 2.

3 – Get Function

We use the “Get All Opti Params” function to get the optimizer parameters for all layers in the model.

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