§ Vp«f ãóŠ—dZddlmZmZmZmZmZmZmZm Z m Z m Z m Z m Z mZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZdS)aUtilities for working with tree-like container data structures. This module provides a small set of utility functions for working with tree-like data structures, such as nested tuples, lists, and dicts. We call these structures pytrees. They are trees in that they are defined recursively (any non-pytree is a pytree, i.e. a leaf, and any pytree of pytrees is a pytree) and can be operated on recursively (object identity equivalence is not preserved by mapping operations, and the structures cannot contain reference cycles). The set of Python types that are considered pytree nodes (e.g. that can be mapped over, rather than treated as leaves) is extensible. There is a single module-level registry of types, and class hierarchy is ignored. By registering a new pytree node type, that type in effect becomes transparent to the utility functions in this file. The primary purpose of this module is to enable the interoperability between user defined data structures and JAX transformations (e.g. `jit`). This is not meant to be a general purpose tree-like data structure handling library. See the `JAX pytrees note `_ for examples. é)ÚDictKeyÚFlattenedIndexKeyÚ GetAttrKeyÚPartialÚ PyTreeDefÚ SequenceKeyÚ all_leavesÚ build_treeÚdefault_registryÚkeystrÚregister_pytree_node_classÚregister_pytree_nodeÚregister_pytree_with_keys_classÚregister_dataclassÚregister_pytree_with_keysÚregister_staticÚtree_allÚtree_flatten_with_pathÚ tree_flattenÚtree_leaves_with_pathÚ tree_leavesÚtree_map_with_pathÚtree_mapÚ tree_reduceÚtree_structureÚtree_transposeÚtree_unflattenÚtreedef_childrenÚtreedef_is_leafÚ treedef_tupleN) Ú__doc__Újax._src.tree_utilrrrrrrr r r r r rrrrrrrrrrrrrrrrrrr ©óúM/var/www/html/nettyfy-visnx/env/lib/python3.11/site-packages/jax/tree_util.pyúr&sYðððð4ðððððððððððððððððððððððððððððððððððððððððððððððððððððððððððððððððr$