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TruncatedNormalInitializer

An initializer that draws initial weights from a truncated Gaussian distribution with a given mean and standard deviation.

The truncation is always at -2,2 std devs. Version 0.5.0

Ports/Properties

mean

Distribution mean.

verbose name
Mean
default value
0
port type
FloatPort
value type
float (can be None)

stddev

Distribution standard deviation.

verbose name
Stddev
default value
1
port type
FloatPort
value type
float (can be None)

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)