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← deep_learning package

CenteringStep

Chainable step that centers the gradients (subtracts their mean).

This has been explored in Yong et al. (2020). More Info... 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)