cellflow.networks.ConditionEncoder.init_with_output

ConditionEncoder.init_with_output(rngs, *args, method=None, mutable=DenyList(deny='intermediates'), capture_intermediates=False, **kwargs)

Initializes a module method with variables and returns output and modified variables.

Return type:

tuple[Any, FrozenDict[str, Mapping[str, Any]] | dict[str, Any]]

Parameters:
Args:

rngs: The rngs for the variable collections. *args: Named arguments passed to the init function. method: An optional method. If provided, applies this method. If not

provided, applies the __call__ method. A string can also be provided to specify a method by name.

mutable: Can be bool, str, or list. Specifies which collections should be

treated as mutable: bool: all/no collections are mutable. str: The name of a single mutable collection. list: A list of names of mutable collections. By default, all collections except “intermediates” are mutable.

capture_intermediates: If True, captures intermediate return values of

all Modules inside the “intermediates” collection. By default only the return values of all __call__ methods are stored. A function can be passed to change the filter behavior. The filter function takes the Module instance and method name and returns a bool indicating whether the output of that method invocation should be stored.

**kwargs: Keyword arguments passed to the init function.

Returns:

(output, vars), where vars are is a dict of the modified collections.