U yh@szddlmZmZmZmZddlmZmZeeefeeeefdddZ eeeee eee ege fe dddZ d S) )AnyCallableDictOptional)ContextTreeSpec) user_kwargsspecreturncCs|jtkst|jdkst|jd}|jtks4tt|t|jkr`tdt |d|ji}|jD]}||||<qj|S)aXReorder user-provided kwargs to match the order in `spec`. `spec` is expected to be the in_spec of an exported program, i.e. the spec that results from flattening `(args, kwargs)`. We need this to provide consistent input ordering, such so that users can pass in foo(a=a, b=b) OR foo(b=b, a=a) and receive the same result. zkwarg key mismatch: Got z but expected ) typetupleAssertionErrorZ num_childrenchildren_specsdictsetcontext ValueErrorlist)rr Z kwargs_specZreordered_kwargskwrJ/var/www/html/venv/lib/python3.8/site-packages/torch/export/_tree_utils.pyreorder_kwargss   r)spec1spec2equivalence_fnr cCs`||j|j|j|jsdSt|jt|jkr2dSt|j|jD]\}}t|||s@dSq@dS)a,Customizable equivalence check for two TreeSpecs. Arguments: spec1: The first TreeSpec to compare spec2: The second TreeSpec to compare equivalence_fn: A function to determine the equivalence of two TreeSpecs by examining their types and contexts. It will be called like: equivalence_fn(spec1.type, spec1.context, spec2.type, spec2.context) This function will be applied recursively to all children. Returns: True if the two TreeSpecs are equivalent, False otherwise. FT)r rlenrzip is_equivalent)rrrZ child_spec1Z child_spec2rrrr!s rN) typingrrrrZtorch.utils._pytreerrstrrr boolrrrrrs"