Runtime

ParameterEntry	Shape and flat-vector location for one named parameter.
ParameterSpec	Compile parameter shapes and offsets once, then reuse them cheaply.
ParameterTree	An immutable mapping from fully qualified parameter names to tensors.
clone_module_buffers	Clone all target buffers so stateful forwards cannot mutate the target.
functional_forward	Run module with generated parameters and isolated target buffers.