NullStep¶
A no-op gradient update step that can be used to explicitly freeze (a subset of) weights, e.g
., in combination with the PartitionedStep node. Version 0.2.0
Ports/Properties¶
gradients¶
Gradients to be transformed.
- verbose name: Gradients
- default value: None
- port type: DataPort
- value type: object (can be None)
- data direction: INOUT
weights¶
Optional current weights.
- verbose name: Weights
- default value: None
- port type: DataPort
- value type: object (can be None)
- data direction: IN
state¶
Explicit state of the node.
- verbose name: State
- default value: None
- port type: DataPort
- value type: object (can be None)
- data direction: INOUT
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)