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NetFlatten

See Also
- NetExtract
- NetTake
- NetDrop
- NetFlatten
- NetReplace
- NetReplacePart
- NetRename
- NetDelete
- NetInsert
- NetAppend
- NetPrepend
- NetChain
- NetGraph
Related Guides
- Neural Network Operations
- Neural Networks
Tech Notes
- Neural Networks in the Wolfram Language

NetFlatten

NetFlatten[net]

collapses nested NetChain and NetGraph objects within net.

NetFlatten[net,n]

collapses up to nesting level n.

Details and Options

NetFlatten[net] will flatten nested nets at any level, including within operators such as NetMapOperator and NetFoldOperator.

Examples

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Basic Examples (2)

Flatten nested chains:

Flatten nested graphs:

Scope (3)

Turn a NetChain with nested NetGraph into a unique NetGraph:

Collapse nested NetChain and NetGraph up to level 1:

Turn a flat NetGraph into a NetChain:

Properties & Relations (3)

NetFlatten flattens nested nets, including within operators.

Construct an operator that contains nested chains:

The inner net of the NetMapOperator has been flattened:

NetFlatten yields a NetChain for a NetGraph that is fully flat:

NetFlatten yields a NetGraph for a NetChain that contains a nested NetGraph:

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