NetMaterialize¶
Materialize a network module (subnet), which allows it to be wired into a larger computational graph along with input placeholders and other nodes (incl.
stateless math ops and other network nodes). Materialized subnets have implicit parameters (weights) that first need to be optimized before the network can be used. For this reason, a materialized subnet, along with its containing comptuational graph, is not directly callable with data, but instead it the computational graph needs to be wired into either a DeepModel or other high-level NN training node, OR it needs to be transformed into a functional form, which can be done by wiring the graph into a NetTransform node. Note that NetMaterialize also has a companion node NetShared, which allows you to use a materialized network in multiple places in a graph, and all of those places will share the same parameters. Version 0.2.0
Ports/Properties¶
definition¶
Network definition to use.
- verbose name: Definition
- 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)
metadata¶
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)