EiSrSSKrSSKJr SSKJr SSKJrJr S\RS\ 4Sjr S\RS\ \ \\ \R44SjrS\RS\ \4S jrS\RS\ 4S jrg) z NOTE: This file must be imported like ``import torch.distributed.fsdp._traversal_utils`` and not like ``from torch.distributed.fsdp._traversal_utils import ...`` to avoid circular imports. For brevity, we may import the file as ``traversal_utils``. N _get_registry) _FSDPState_get_module_fsdp_statemodulereturnc*[U5nUcgSU;$)z9 Returns if ``module`` can compose with ``fully_shard``. T replicater)rregistrys d/home/mande/repo/quber/.venv/lib/python3.13/site-packages/torch/distributed/fsdp/_traversal_utils.py _composabler "s" V$H h &&c/n/n[5n[5n[R"U/5nU(aUR5nUR U5 [ U5(dM:[ [UR555HnXt;dM URU5 M [U5nUb8X;a3UR U5 URU5 URU5 U(aMX4$)a Returns a tuple containing: 1. A list of the ``_FSDPState`` instances in the module tree rooted at ``module`` without any duplicates and following the ``module.modules()`` traversal order (which is assumed to be depth-first). 2. A corresponding list of the modules owning the states in the first list. For the wrapper code path, both returned lists are the same, each containing all ``FullyShardedDataParallel`` instances. For the composable code path, this returns a list of all composable state instances and a list of the corresponding fully sharded modules. See [Note: Fully Sharded Module]. NOTE: The traversal does not proceed into any module annotated by an incompatible API (e.g. ``replicate``). ) set collectionsdequepopleftaddr reversedlistchildren appendleftrappend) r fsdp_states fsdp_modulesvisited_fsdp_statesvisited_modulesr submodule child_moduleoptional_states r _get_fsdp_states_with_modulesr!0s&%'K$&L,/5'*eO +6*;*;VH*EE MMO I&9%% $T)*<*<*>%?@L2  .A0 :  %.*S  # #N 3   ~ .    * %  $$rc [U5upU$)z*See :func:`_get_fsdp_states_with_modules`.)r!)rr_s r _get_fsdp_statesr$`s26:NK rcx[U5Vs/sHnURcMURPM nnU$s snf)z{ Returns all ``FlatParamHandle`` s in the module tree rooted at ``module`` following the rules in :func:`_get_fsdp_state`. )r$_handle)r fsdp_statehandless r _get_fsdp_handlesr)fsF+622J     2  N s77)__doc__rtorch.nnnn&torch.distributed._composable.contractr$torch.distributed.fsdp._common_utilsrrModuleboolr tuplerr!r$r)rr r3s@S&' 'd'-% II-% 4 T"))_ ,--%`RYY4 +; bii D r