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torch.masked._ops._canonical_dimz)torch.masked._ops._combine_input_and_maskz%torch.masked._ops._generate_docstringztorch.masked._ops._input_maskztorch.masked._ops._output_maskz%torch.masked._ops._reduction_identityz-torch.masked._ops._sparse_coo_flatten_indicesz6torch.masked._ops._sparse_coo_scatter_reduction_helperz#torch.masked._ops._sparse_coo_wherez6torch.masked._ops._sparse_csr_segment_reduction_helperz#torch.masked._ops._sparse_csr_whereztorch.masked._ops._std_varztorch.masked._ops._whereztorch.masked._ops.amaxztorch.masked._ops.aminztorch.masked._ops.argmaxztorch.masked._ops.argminz*torch.masked._ops.corresponding_real_dtypeztorch.masked._ops.cumprodztorch.masked._ops.cumsumztorch.masked._ops.log_softmaxztorch.masked._ops.logaddexpztorch.masked._ops.logsumexpztorch.masked._ops.meanztorch.masked._ops.medianztorch.masked._ops.normztorch.masked._ops.normalizeztorch.masked._ops.prodztorch.masked._ops.softmaxztorch.masked._ops.softminztorch.masked._ops.stdztorch.masked._ops.sumztorch.masked._ops.varztorch.meshgridz$torch.mps._get_default_mps_generatorz"torch.mps.current_allocated_memoryz!torch.mps.driver_allocated_memoryztorch.mps.empty_cacheztorch.mps.get_rng_stateztorch.mps.manual_seedztorch.mps.profiler.profileztorch.mps.profiler.startztorch.mps.profiler.stopztorch.mps.seedz)torch.mps.set_per_process_memory_fractionztorch.mps.set_rng_stateztorch.mps.synchronizez7torch.nested._internal.nested_tensor.buffer_from_jaggedz6torch.nested._internal.nested_tensor.get_tensor_symintz5torch.nested._internal.nested_tensor.is_expandable_toz5torch.nested._internal.nested_tensor.jagged_from_listzCtorch.nested._internal.nested_tensor.jagged_from_tensor_and_lengthszDtorch.nested._internal.nested_tensor.nested_view_from_values_offsetszLtorch.nested._internal.nested_tensor.nested_view_from_values_offsets_lengthsztorch.nested.as_nested_tensorztorch.nested.narrowztorch.nested.nested_tensorztorch.nn._reduction.get_enumz#torch.nn._reduction.legacy_get_enumz%torch.nn._reduction.legacy_get_stringztorch.nn.factory_kwargsz'torch.nn.functional.adaptive_avg_pool2dz'torch.nn.functional.adaptive_avg_pool3dz4torch.nn.functional.adaptive_max_pool1d_with_indicesz'torch.nn.functional.adaptive_max_pool1dz4torch.nn.functional.adaptive_max_pool2d_with_indicesz'torch.nn.functional.adaptive_max_pool2dz4torch.nn.functional.adaptive_max_pool3d_with_indicesz'torch.nn.functional.adaptive_max_pool3dztorch.nn.functional.affine_gridz!torch.nn.functional.alpha_dropoutz&torch.nn.functional.assert_int_or_pairztorch.nn.functional.batch_normz4torch.nn.functional.binary_cross_entropy_with_logitsz(torch.nn.functional.binary_cross_entropyztorch.nn.functional.celuz)torch.nn.functional.cosine_embedding_lossz!torch.nn.functional.cross_entropyztorch.nn.functional.ctc_lossztorch.nn.functional.dropoutztorch.nn.functional.dropout1dztorch.nn.functional.dropout2dztorch.nn.functional.dropout3dztorch.nn.functional.eluz!torch.nn.functional.embedding_bagztorch.nn.functional.embeddingz)torch.nn.functional.feature_alpha_dropoutztorch.nn.functional.foldz6torch.nn.functional.fractional_max_pool2d_with_indicesz)torch.nn.functional.fractional_max_pool2dz6torch.nn.functional.fractional_max_pool3d_with_indicesz)torch.nn.functional.fractional_max_pool3dz%torch.nn.functional.gaussian_nll_lossztorch.nn.functional.gluztorch.nn.functional.grid_sampleztorch.nn.functional.group_normz"torch.nn.functional.gumbel_softmaxztorch.nn.functional.hardsigmoidztorch.nn.functional.hardswishztorch.nn.functional.hardtanhz(torch.nn.functional.hinge_embedding_lossztorch.nn.functional.huber_lossz!torch.nn.functional.instance_normztorch.nn.functional.interpolateztorch.nn.functional.kl_divztorch.nn.functional.l1_lossztorch.nn.functional.layer_normztorch.nn.functional.leaky_reluz'torch.nn.functional.local_response_normztorch.nn.functional.log_softmaxztorch.nn.functional.lp_pool1dztorch.nn.functional.lp_pool2dz'torch.nn.functional.margin_ranking_lossz+torch.nn.functional.max_pool1d_with_indicesztorch.nn.functional.max_pool1dz+torch.nn.functional.max_pool2d_with_indicesztorch.nn.functional.max_pool2dz+torch.nn.functional.max_pool3d_with_indicesztorch.nn.functional.max_pool3dz torch.nn.functional.max_unpool1dz torch.nn.functional.max_unpool2dz torch.nn.functional.max_unpool3dztorch.nn.functional.mishztorch.nn.functional.mse_lossz0torch.nn.functional.multi_head_attention_forwardz%torch.nn.functional.multi_margin_lossz*torch.nn.functional.multilabel_margin_lossz/torch.nn.functional.multilabel_soft_margin_lossztorch.nn.functional.nll_lossztorch.nn.functional.normalizez$torch.nn.functional.poisson_nll_lossztorch.nn.functional.reluztorch.nn.functional.relu6ztorch.nn.functional.rreluztorch.nn.functional.seluztorch.nn.functional.sigmoidztorch.nn.functional.siluz"torch.nn.functional.smooth_l1_lossz$torch.nn.functional.soft_margin_lossztorch.nn.functional.softmaxztorch.nn.functional.softminztorch.nn.functional.softsignztorch.nn.functional.tanhztorch.nn.functional.tanhshrinkz'torch.nn.functional.triplet_margin_lossztorch.nn.functional.unfoldz%torch.nn.functional.upsample_bilinearz$torch.nn.functional.upsample_nearestztorch.nn.functional.upsampleztorch.nn.grad._pairztorch.nn.grad._singleztorch.nn.grad._tripleztorch.nn.grad.conv1d_inputztorch.nn.grad.conv1d_weightztorch.nn.grad.conv2d_inputztorch.nn.grad.conv2d_weightztorch.nn.grad.conv3d_inputztorch.nn.grad.conv3d_weightz/torch.nn.modules.activation._is_make_fx_tracingz)torch.nn.modules.utils._list_with_defaultztorch.nn.modules.utils._ntuplez!torch.nn.modules.utils._quadruplez,torch.nn.modules.utils._reverse_repeat_tuplez>torch.nn.modules.utils.consume_prefix_in_state_dict_if_presentztorch.nn.parameter.is_lazyz
torch.normz"torch.quantization.default_eval_fnz torch.random._seed_custom_deviceztorch.random.fork_rngztorch.random.initial_seedztorch.random.seedz,torch.return_types.pytree_register_structseqztorch.set_default_dtypeztorch.set_default_tensor_typez"torch.set_deterministic_debug_modez"torch.set_float32_matmul_precisionztorch.set_warn_alwaysz(torch.signal.windows.windows._add_docstrz4torch.signal.windows.windows._window_function_checksz%torch.signal.windows.windows.bartlettz%torch.signal.windows.windows.blackmanz#torch.signal.windows.windows.cosinez(torch.signal.windows.windows.exponentialz%torch.signal.windows.windows.gaussianz+torch.signal.windows.windows.general_cosinez,torch.signal.windows.windows.general_hammingz$torch.signal.windows.windows.hammingz!torch.signal.windows.windows.hannz#torch.signal.windows.windows.kaiserz(torch.signal.windows.windows.merge_dictsz$torch.signal.windows.windows.nuttallz)torch.signal.windows.windows.parse_kwargsz6torch.sparse.semi_structured.to_sparse_semi_structuredztorch.sparse.sumztorch.splitz
torch.stftr    r!   r$   r"   r#   r   ztorch.tensordotztorch.typenameztorch.unique_consecutivez"torch.use_deterministic_algorithmsreturnr   c               
   C   s   i } t D ]A}| D ]:\}}d|vrt|}ntt|tdd   }|d urD|| v r@| | |kr@td| d| d| |  || |< q
q| S )Nz.py#ztorch/zDuplicate torch object z with different rules: z, )torch_name_rule_mapitemsload_object_module_dirtorchlenAssertionError)dmkvobj r<   W/home/ubuntu/transcripts/venv/lib/python3.10/site-packages/torch/_dynamo/trace_rules.pyget_torch_obj_rule_map5  s   
r>   c                 C   s"   | j ddd\}}tt||S )N.r   )maxsplit)rsplitgetattr	importlibimport_module)fully_qualified_namemoduleobj_namer<   r<   r=   _load_obj_from_strH  s   rH   c              	   C   s   z3|  d}t|dkrt|d }t||d }nt|dks'J d|  t|d }t|}W |S  ttfyA   d }Y |S w )N#   r   r   zInvalid obj name )splitr5   rH   rB   r   AttributeErrorImportError)namexr;   valr<   r<   r=   r2   R  s   

r2   c                  C   sb   t  } ttjD ]}ttj|}t|tjtjfr| 	| q| 	tjj
 | 	tjj t| S N)setdirr4   TensorrB   
isinstancetypesMethodDescriptorTypeWrapperDescriptorTypeadd__contains__register_hook	frozenset)srN   methodr<   r<   r=   get_tensor_methodf  s   
r_   c                 C   s    | t  v pt| tjjtjjfS rQ   )r_   rU   r4   _opsOpOverloadPacket
OpOverloadr;   r<   r<   r=   is_aten_op_or_tensor_method{  s   rd   c                   @   s   e Zd ZU dZdZeee  ed< dZ	ee
eef  ed< deg ee
eef ee f f ddfddZdee fd	d
ZdedefddZdefddZdefddZdedefddZdS )FunctionIdSeta2  
    Track a set of `id()`s of objects which are either allowed or not
    allowed to go into the generated FX graph.  Use to test for torch.*,
    numpy.*, builtins.*, etc.

    Support user modification to permit customization of what can be
    added to the graph and what will cause a graph break.
    Nfunction_idsfunction_nameslazy_initializerr/   c                 C   s
   || _ d S rQ   )rh   )selfrh   r<   r<   r=   __init__  s   
zFunctionIdSet.__init__c                 C   sP   | j d u r%|  }t|trt| | _ || _| j S t|ts"J || _ | j S rQ   )rf   rh   rU   dictrR   keysrg   )ri   valuer<   r<   r=   __call__  s   

zFunctionIdSet.__call__idxdefaultc                 C   s"   |   | j d us
J | j ||S rQ   )rg   get)ri   ro   rp   r<   r<   r=   get_name  s   zFunctionIdSet.get_namec                 C   s   |  }| | d S rQ   )rY   ri   ro   rf   r<   r<   r=   rY     s   zFunctionIdSet.addc                 C   s    |  }||v r| | d S d S rQ   )removers   r<   r<   r=   rt     s   zFunctionIdSet.removec                 C   s
   ||  v S rQ   r<   )ri   ro   r<   r<   r=   rZ     s   
zFunctionIdSet.__contains__)__name__
__module____qualname____doc__rf   r	   r
   int__annotations__rg   r   strr   r   rj   rn   rr   rY   rt   boolrZ   r<   r<   r<   r=   re     s   
 	
re   c                  C      i } | S rQ   r<   rvr<   r<   r=   _allowed_callable_ids     r   c                  C   r}   rQ   r<   r~   r<   r<   r=   _disallowed_callable_ids  r   r   c                  C   sN   dd t j D } | dd tj D  | ttdttjdi | S )Nc                 S   2   i | ]\}}| d st|rt|d| qS _z	builtins.
startswithcallableid.0r9   r:   r<   r<   r=   
<dictcomp>      z)_builtin_function_ids.<locals>.<dictcomp>c                 S   r   )r   z	operator.r   r   r<   r<   r=   r     r   ztyping.castzcopy.deepcopy)	builtins__dict__r1   updateoperatorr   r   copydeepcopyr~   r<   r<   r=   _builtin_function_ids  s   
r   c                   C   s   t  S rQ   )rR   r<   r<   r<   r=   _polyfilled_function_ids  s   r   c                     s^   h d  fdd} i }t D ]}|j D ]\}}| |||r+|j d| |t|< qq|S )N>   ranfseedsampleRandomStateget_bit_generatorset_bit_generatorc                    sP   t |sdS t|dd sdS |j|jkrdS |jdkr&|jdkr&|  vr&dS dS )NFrv   Tznumpy.random.mtrandznumpy.random)r   rB   rv   ru   )r9   r:   modunsupported_funcsr<   r=   is_supported  s   

z)_numpy_function_ids.<locals>.is_supportedr?   )r   r   r1   ru   r   )r   r   r   r9   r:   r<   r   r=   _numpy_function_ids  s   	r   c                  C   s   dd t j D } | S )zC
    Collects constant builtins by eliminating callable items.
    c                 S   s2   i | ]\}}| d st|st|d| qS r   r   r   r<   r<   r=   r     r   z)_builtin_constant_ids.<locals>.<dictcomp>)r   r   r1   r~   r<   r<   r=   _builtin_constant_ids  s   r   _lazy_module_initrN   	init_funcc                 C   s4   d| vsJ d|  | t vsJ t |  | dS )z.Register a module without eagerly importing itr?   z%Expected a root module name, but got N)r   append)rN   r   r<   r<   r=   add_module_init_func  s   r   r;   c                 C   sR   t | dd }|d u rd S |dd }t|d }|d ur%|D ]}|  qd S d S )Nrv   r?   r   )rB   rK   r   pop)r;   rF   base_module
init_funcsfnr<   r<   r=   _maybe_init_lazy_module  s   r   c                 C      t |  t| tv S rQ   )r   r   r   rc   r<   r<   r=   is_callable_allowed!     r   c                 C   r   rQ   )r   r   r   rc   r<   r<   r=   is_callable_disallowed&  r   r   c                 C   s   t |  t| ddS )N_dynamo_forbiddenF)r   inspectgetattr_staticrc   r<   r<   r=   is_forbidden+  s   r   c                 C      t | tv S rQ   )r   r   rc   r<   r<   r=   is_builtin_callable0     r   c                 C   r   rQ   )r   r   rc   r<   r<   r=   is_builtin_constant5     r   c                 C   r   rQ   )r   r   rc   r<   r<   r=   is_polyfilled_callable9  r   r   c                 C   s*   t d u rdS t| t jt jfpt| tv S NF)r   rU   ndarraygenericr   r   rc   r<   r<   r=   is_numpy>  s   r   c                 C   s   t d u rdS t| t jS r   )r   rU   dtyperc   r<   r<   r=   is_numpy_dtypeD  s   r   c                 C   s   t d u rdS t| t jt jfS r   )r   rU   finfoiinforc   r<   r<   r=   is_numpy_type_infoJ  s   r   )
fx2trt_oss
hypothesisnetworkxnumpyonnxonnxruntimeonnx_tfpandassklearntabulate
tensorflowtensorrt	torch2trttqdmtreetvmxarrayc                 C   s2   t tj|  }| tjjdfr|d7 }|S )N/)r   ospathnormpathas_posixendswithsep)r   
posix_pathr<   r<   r=   _as_posix_path  s   r   c                 C   s(   d}|  |r| d t|  } t| S )Nz__init__.py)r   r5   r   )r]   suffixr<   r<   r=   _strip_init_py  s   
r   r8   c                 C   s   t | dd }|ot|S )N__file__)rB   r   )r8   filer<   r<   r=   r3     s   r3   >   torch.optimtorch._functorch.apistorch._export.wrapperstorch.export.unflattentorch._export.db.examplestorch._functorch.deprecatedtorch._dynamo.external_utilstorch._higher_order_ops.condtorch._higher_order_ops.utils torch.ao.quantization.pt2e.utils!torch.nn.attention.flex_attention$torch.ao.quantization.pt2e.qat_utils'torch.ao.quantization.pt2e.export_utils1torch.ao.quantization.pt2e.representation.rewrite1torch.ao.quantization.quantizer.xnnpack_quantizertorch._higher_order_ops.scan"torch._higher_order_ops.while_loop(torch._higher_order_ops.associative_scan>   torch.distributed.device_meshtorch.distributed.tensor._api$torch.distributed.tensor.device_mesh'torch.distributed._composable.replicate'torch.distributed.tensor.parallel.style(torch.distributed.tensor.parallel._utils6torch.distributed.tensor.parallel._data_parallel_utils;torch.distributed.algorithms._checkpoint.checkpoint_wrapperz#torch.distributed.fsdp._fully_shard)-ztorch._decompz,torch._dynamo._trace_wrapped_higher_order_opztorch._dynamo.comptimeztorch._dynamo.polyfillsz7torch._functorch._aot_autograd.subclass_parametrizationz"torch._functorch.autograd_functionz!torch._functorch.eager_transformsz torch._functorch.functional_callztorch._functorch.vmapr   z'torch._higher_order_ops.invoke_subgraphr   z#torch._higher_order_ops.strict_moder   ztorch._inductor.test_operatorsztorch._library.autogradztorch._library.custom_opsztorch._primsztorch._refsztorch._tensorztorch.amp.autocast_modeztorch.ao.nnztorch.autograd.functionztorch.backends.cudaztorch.cuda.amp.autocast_modeztorch.distributionsztorch.export._tree_utilsztorch.fx._pytreeztorch.fx._symbolic_tracez"torch.fx.experimental.proxy_tensorztorch.fx.passes.shape_propztorch.nnztorch.overridesztorch.randomztorch.return_typesztorch.sparseztorch.testingztorch.utils._content_storeztorch.utils._contextlibztorch.utils._cxx_pytreeztorch.utils._deviceztorch.utils._foreach_utilsztorch.utils._python_dispatchztorch.utils._pytreeztorch.utils.hooksztorch.distributedc                  C      dd t D } | S )Nc                 S   0   h | ]}t tt|td d dd qS ztorch.Nr?   r   r   r3   r4   r5   replacer   r8   r<   r<   r=   	<setcomp>      "z,get_legacy_mod_inlinelist.<locals>.<setcomp>)LEGACY_MOD_INLINELIST
inlinelistr<   r<   r=   get_legacy_mod_inlinelist     r  c                  C   r   )Nc                 S   r   r   r   r   r<   r<   r=   r     r  z%get_mod_inlinelist.<locals>.<setcomp>)MOD_INLINELISTr  r<   r<   r=   get_mod_inlinelist  r  r  z<frozen importlibz<frozen abcz<__array_function__ internals>ztriton/backendszmatch nothing^ztorch._inductor.configFBCODE_SKIP_DIRSz.*(|)>   torchrec/distributedtrochrec/fb/distributed5caffe2/torch/fb/sparsenn/pooled_embeddings_modules.pyc                 c       | ]
}t t|V  qd S rQ   reescaper   r   r7   r<   r<   r=   	<genexpr>/      r  ztorchrec/distributed/types.pyc                 c   r  rQ   r  r  r<   r<   r=   r  =  r  zoptim/lr_scheduler.pyc                   C   s&   t dddd tD  dad S )Nz	^[^\s<]*(r
  c                 s   r  rQ   r  r  r<   r<   r=   r  K  r  z _recompile_re.<locals>.<genexpr>r  )r  compilejoin	SKIP_DIRSSKIP_DIRS_REr<   r<   r<   r=   _recompile_reH  s   r  import_namec                 C   sj   t | tjrt| jS t | tsJ ddlm} || }|s d S |j}|d u r)d S t	
t| t  d S )Nr   )	find_spec)rU   rV   
ModuleTyperY   ru   r{   importlib.utilr  originr  r   r   r  )r  r  module_specr  r<   r<   r=   rY   O  s   

rY   c                   @   s"   e Zd ZU eed< ee ed< dS )
SkipResultskippedreasonN)ru   rv   rw   r|   rz   r	   r{   r<   r<   r<   r=   r!  _  s   
 r!  Fc                    s    du r	t ddS t   tv rt ddS t fddt D r't ddS |r2t r2t dd	S trItrItt	
 rItt
 sIt dd
S tretjjjretrett
 rett
 set ddS tt
 rqt ddS t ddS )zShould skip this file?NTzfilename is NoneFORCE_SKIP_FILESc                 3       | ]}  |V  qd S rQ   r   r  filenamer<   r=   r  l      zcheck_file.<locals>.<genexpr>Fr  r  r	  FBCODE_SKIP_TORCHREC_DIRSr  zinlined by default)r!  r   r$  anyr  is_torch_inline_allowed	is_fbcoder	  r|   FBCODE_SKIP_DIRS_REmatch&FBCODE_INLINE_FILES_IN_SKIPPED_DIRS_REr4   _dynamoconfigskip_torchrecr*  FBCODE_SKIP_TORCHREC_DIRS_REr  )r(  is_inlined_callr<   r'  r=   
check_filee  sR   




r6  c                   @   s<   e Zd ZU ee ed< ee ed< eed< eej ed< dS )FunctionInfopy_objrN   r(  codeN)	ru   rv   rw   r	   objectrz   r{   rV   CodeTyper<   r<   r<   r=   r7    s
   
 r7  c                 C   s  t | tttfr(z|  }W n ty   d }Y nw t||  |  | 	 }n.t | t
jr8td | j| j| }nt | t
jt
jfrMt| | jt| | j}n	t| d t| d }t }t|j|j|j||}t|ttfrutdd|  S |tks}J |tdd|  S )NFz%inlined according trace_rules.lookup Tz%skipped according trace_rules.lookup )rU   r   r   r   get_functionNotImplementedErrorr7  rr   get_filenameget_coderV   r;  co_nameco_filenameFunctionType
MethodTyperu   r   __code__rR   lookup_innerr8  rN   r(  
issubclassr   r!  r   r   )r;   r5  r8  fireasonsruler<   r<   r=   check_verbose  s8   
rJ  c                 C   s   t | |jS rQ   )rJ  r"  )r;   r5  r<   r<   r=   check  r   rK  c                    s   t  fddt D S )Nc                 3   r%  rQ   r&  r  r'  r<   r=   r    r)  z*is_torch_inline_allowed.<locals>.<genexpr>)r+  r  r'  r<   r'  r=   r,    s   r,  c                  C   s   dd l } t| jS )Nr   )torch._dynamor3   r1  )r4   r<   r<   r=   
dynamo_dir  s   
rM  c                 C   s   |  t rdS |  ttS r   )r   rM  r3   r4   r'  r<   r<   r=   is_torch  s   rN  c                 C   s@   t | sd S t| rtS t| rtS t| rtS t| rtS d S rQ   )	r   r   r   r   r   r   r   r   r   rc   r<   r<   r=   lookup_callable  s   rO  c                 C   s   t | S rQ   )rE  rc   r<   r<   r=   lookup  s   rP  TrH  c                 C   s  zt | }W n ty   d}Y nw |s|d ur|d d S | d ur@t| r)tS t | d }|d ur?|d ur=|d |S n5|d uru|d uru|su|tr[t |d t d }nt |d | d }|d uru|d urs|d |S |r|dkr|d ur|d t	S |dks| r| j
dkr|d ur|d tS |s|d	kr|d ur|d
 t	S |d u rt| }t||}|d ur||j |jrt	S tS )NFzobj is not hashabler>   rI   patched_initzfunc name is patched_init__torch_function__zfunc name is __torch_function____getattr__zCTracing __getattr__ as the top level frame, unsuitable for tracing.)r   	ExceptionrY   rd   r   r>   rq   r   r   r   ru   r   r   r6  r#  r"  )r;   rN   r(  is_direct_callrH  can_hashrI  skip_resultr<   r<   r=   rE    sn   







rE  c                   C   sJ   t jjj  t jjj  t jjj  t jjj  t jjj  d S rQ   )	r4   r1  trace_rulesr>   cache_clearr_   r  r  rM  r<   r<   r<   r=   clear_lru_cachej  s
   rZ  )F)NNTN)_collections_abc_weakrefsetabcr   collections
contextlibr   copyregdataclassesenum	functoolsrC   r   	linecacheloggingmultiprocessingr   r   	posixpathrandomr  	selectorssignalsystempfile	threadingtokenize	tracebackrV   typingunittestweakrefr   pathlibr   r   r   r   r   r   r	   r
   r   r   r4   torch._inductor.test_operatorstorch.distributedtorch.utils._content_storetorch.utilsr   resume_executionr   utilsr   r   r   r   	variablesr   r   r   r   r   r   r   r   r   r   r  rz   r   ModuleNotFoundErrorTYPE_CHECKINGvariables.baser   manual_torch_name_rule_maprk   fromkeys"torch_c_binding_in_graph_functionsversion_info&torch_non_c_binding_in_graph_functionsr0   	lru_cacher>   rH   r2   r_   rd   re   ry   r{   r   r   r   r   r   r   listr   r   r:  r   r|   r   r   r   r   r   r   r   r   r   BUILTIN_SKIPLISTTHIRDPARTY_SKIPLISTr   r   r3   r  distributedis_availabler1  r2  skip_fsdp_hooksrY   r  sortedrR   r  r  r   r  extendmapfilterr  r  rD   r-  r	  r  r  r.  r*  r4  #FBCODE_INLINE_FILES_IN_SKIPPED_DIRSr0  r$  r  	dataclassr!  r6  r7  rJ  rK  _namer,  rM  rN  rO  rP  rE  rZ  r<   r<   r<   r=   <module>   s0  
,,-	
 !"#$%')*+,-./123456789:;<=>?@ABCDEFGHIJKLMNOPQRTUVWXYZ[\]^_`abcdghijkmnopqrstuvwyz{|~               	  
                                  !  "  #  $  %  &  '  (  )  *  +  ,  -  .  /  0  1

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  A              r                            w    o        u
/!$"	
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&
$$	+""T