Summary

Description

Returns the summary of the model. Possibility to retrieve a cluster or a text with the information and save it in a file. This information consists of the successors, predecessors, the output shape, the layer and its name.

Input parameters

Model in : model architecture.
file_type : enum, type of the file on which the summary is written.

• • None : returns the summary only in a cluster array.
  • txt : returns the summary in a text file and cluster array. (default)
  • csv : returns the summary in a comma-separated values (csv) file and cluster array.

summary_mode : enum, display mode of the summary.

• • Simple : displays simple information (index, layer, input shape, output shape, predecessors, successors, parameters).
  • Advanced : displays advanced information (index, layer, input shape, output shape, predecessors, successors, parameters, data format, init weight, weights shape).
  • Complete : displays complete information (index, layer, input shape, output shape, predecessors, successors, parameters, data format, init weight, weights shape, boolean “training?”, boolean “update?”, boolean “store?”, loss derivative attenuation).

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).

1 – Define Graph

We define the graph with one input and two Dense layers named Dense1 and Dense2.

2 – Summary

We use the “Summary” function to have the model information in a text file.