← deep_learning package
NetShare
Reuse a materialized network in a computational graph.
This node allows you to use the same network in multiple places in a computational graph, sharing the same weights. To use this, you need to first materialize a network definition using the "Materialize Net" (NetMaterialize) node. You can then wire the "this" output of that node into the "materialized" input of this node. The node can be used in two equivalent styles: 1) have a main instantiation of the network that is used somewhere in your graph (in the form of a NetMaterialize node) and then have one or more secondary uses in the graph that use the NetShared node that reference the main copy, or 2) have a materialize node that is not directly embedded in a computation, but which merely serves as a node to which several NetShared nodes refer, which are then embedded in some computation.
Version 0.2.0
Ports/Properties
materialized
Materialized network to use.
- verbose name
- Materialized
- default value
- None
- port type
- DataPort
- value type
- BaseNode (can be None)
- data direction
- IN
output
Output of the network.
- verbose name
- Output
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- OUT
arg1
Argument 1.
- verbose name
- Arg1
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
arg2
Argument 2.
- verbose name
- Arg2
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
arg3
Argument 3.
- verbose name
- Arg3
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
arg4
Argument 4.
- verbose name
- Arg4
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
arg5
Argument 5.
- verbose name
- Arg5
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
arg6
Argument 6.
- verbose name
- Arg6
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
arg7
Argument 7.
- verbose name
- Arg7
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
arg8
Argument 8.
- verbose name
- Arg8
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
arg9
Argument 9.
- verbose name
- Arg9
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
argN
Additional arguments.. .
- verbose name
- Argn
- default value
- None
- port type
- DataPort
- value type
- list (can be None)
- data direction
- IN
name1
Name 1.
- verbose name
- Name1
- default value
- None
- port type
- StringPort
- value type
- str (can be None)
val1
Value 1.
- verbose name
- Val1
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
name2
Name 2.
- verbose name
- Name2
- default value
- None
- port type
- StringPort
- value type
- str (can be None)
val2
Value 2.
- verbose name
- Val2
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
name3
Name 3.
- verbose name
- Name3
- default value
- None
- port type
- StringPort
- value type
- str (can be None)
val3
Value 3.
- verbose name
- Val3
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
name4
Name 4.
- verbose name
- Name4
- default value
- None
- port type
- StringPort
- value type
- str (can be None)
val4
Value 4.
- verbose name
- Val4
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
name5
Name 5.
- verbose name
- Name5
- default value
- None
- port type
- StringPort
- value type
- str (can be None)
val5
Value 5.
- verbose name
- Val5
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
name6
Name 6.
- verbose name
- Name6
- default value
- None
- port type
- StringPort
- value type
- str (can be None)
val6
Value 6.
- verbose name
- Val6
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
name7
Name 7.
- verbose name
- Name7
- default value
- None
- port type
- StringPort
- value type
- str (can be None)
val7
Value 7.
- verbose name
- Val7
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
name8
Name 8.
- verbose name
- Name8
- default value
- None
- port type
- StringPort
- value type
- str (can be None)
val8
Value 8.
- verbose name
- Val8
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
name9
Name 9.
- verbose name
- Name9
- default value
- None
- port type
- StringPort
- value type
- str (can be None)
val9
Value 9.
- verbose name
- Val9
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
nameN
Additional argument names.. .
- verbose name
- Namen
- default value
- None
- port type
- ListPort
- value type
- list (can be None)
valN
Additional named argument values.. .
- verbose name
- Valn
- default value
- None
- port type
- DataPort
- value type
- list (can be None)
- data direction
- IN
arg0
Argument 0.
- verbose name
- Arg0
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
name0
Name 0.
- verbose name
- Name0
- default value
- None
- port type
- StringPort
- value type
- str (can be None)
val0
Value 0.
- verbose name
- Val0
- default value
- None
- port type
- DataPort
- value type
- object (can be None)
- data direction
- IN
set_breakpoint
Set a breakpoint on this node. If this is enabled, your debugger (if one is attached) will trigger a breakpoint.
- verbose name
- Set Breakpoint (Debug Only)
- default value
- False
- port type
- BoolPort
- value type
- bool (can be None)
User-definable meta-data associated with the node. Usually reserved for technical purposes.
- verbose name
- Metadata
- default value
- {}
- port type
- DictPort
- value type
- dict (can be None)