Analyze deep learning network architecture
analyzeNetwork(
analyzes the deep
learning network architecture specified by layers
)layers
. The
analyzeNetwork
function displays an interactive visualization
of the network architecture, detects errors and issues in the network, and provides
detailed information about the network layers. The layer information includes the
sizes of layer activations and learnable parameters, the total number of learnable
parameters, and the sizes of state parameters of recurrent layers.
Use the network analyzer to visualize and understand the network architecture,
check that you have defined the architecture correctly, and detect problems before
training. Problems that analyzeNetwork
detects include missing or
unconnected layers, incorrectly sized layer inputs, an incorrect number of layer
inputs, and invalid graph structures.
DAGNetwork
| Deep Network
Designer | LayerGraph
| SeriesNetwork
| assembleNetwork
| plot
| trainNetwork