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math.acoshz	math.asinz
math.asinhz	math.atanz
math.atan2z
math.atanhz	math.ceilz	math.combzmath.copysignzmath.cosz	math.coshzmath.degreesz	math.distzmath.erfz	math.erfczmath.expz
math.expm1z	math.fabszmath.factorialz
math.floorz	math.fmodz
math.frexpz	math.fsumz
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math.hypotzmath.isclosezmath.isfinitez
math.isinfz
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math.log10z
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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.unique_consecutivez"torch.use_deterministic_algorithmsÚreturnr   c                  ó  — i } t         D ]s  }|j                  «       D ]^  \  }}d|vrt        |«      }nt        t        «      |t        d«      d  z   }|€Œ7|| v r| |   |k7  rt        d|› d|› d| |   › �«      ‚|| |<   Œ` Œu | S )Nz.py#ztorch/zDuplicate torch object z with different rules: z, )Útorch_name_rule_mapÚitemsÚload_objectÚ_module_dirÚtorchÚlenÚAssertionError)ÚdÚmÚkÚvÚobjs        úW/var/www/skyplay_api_hub/venv/lib/python3.12/site-packages/torch/_dynamo/trace_rules.pyÚget_torch_obj_rule_mapr<   0  s®   € à*,€AÜ ò ˆØ—G‘G“Iò 	‰DˆAˆqØ˜Q‰Ü! !“n‘ä!¤%Ó(¨1¬S°«]¨_Ð+=Ñ=�Ø‰Ø˜!‘8  #¡¨!¢Ü(Ø1°#°Ð6MÈaÈSÐPRÐSTÐUXÑSYÐRZÐ[óð ð �A�c’Fñ	ðð €Hó    c                 ól   — | j                  dd¬«      \  }}t        t        j                  |«      |«      S )Nú.r   )Úmaxsplit)ÚrsplitÚgetattrÚ	importlibÚimport_module)Úfully_qualified_nameÚmoduleÚobj_names      r;   Ú_load_obj_from_strrH   C  s4   € Ø+×2Ñ2°3ÀÐ2ÓCÑ€FˆHÜ”9×*Ñ*¨6Ó2°HÓ=Ð=r=   c                 ó  — 	 | j                  d«      }t        |«      dk(  rt        |d   «      }t        ||d   «      }n&t        |«      dk(  s
J d| › �«       ‚t        |d   «      }t	        |«      }|S # t
        t        f$ r d }Y |S w xY w)Nú#é   r   r   zInvalid obj name )Úsplitr4   rH   rB   r   ÚAttributeErrorÚImportError)ÚnameÚxr:   Úvals       r;   r1   r1   M  s™   € ð
Ø�J‰J�s‹OˆÜˆq‹6�QŠ;Ü$ Q q¡TÓ*ˆCÜ˜#˜q ™tÓ$‰Cä�q“6˜Q’;Ð:Ð"3°D°6Ð :Ó:�;Ü$ Q q¡TÓ*ˆCÜ Ó$ˆð €Jøô œKÐ(ò Ø‰Ø€Jðús   ‚A.A2 Á2BÂBc                  óè  — h d£} t        «       }t        t        j                  «      D ]l  }t	        t        j                  |«      }t        |t        j                  t        j                  t        j                  f«      sŒW|| vsŒ\|j                  |«       Œn |j                  t        j                  j                  «       |j                  t        j                  j                  «       t        |«      S )N>   Ú__new__Ú_make_subclassÚ_make_wrapper_subclass)ÚsetÚdirr3   ÚTensorrB   Ú
isinstanceÚtypesÚMethodDescriptorTypeÚWrapperDescriptorTypeÚBuiltinFunctionTypeÚaddÚ__contains__Úregister_hookÚ	frozenset)Údisallowed_tensor_methodsÚsrO   Úmethods       r;   Úget_tensor_methodre   a  s°   € â WÐÜ‹€AÜ”E—L‘LÓ!ò ˆÜœŸ™ tÓ,ˆäØä×.Ñ.Ü×/Ñ/Ü×-Ñ-ðõð Ð5Ò5à�E‰E�&�Mðð  ‡E�EŒ%�,‰,×
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                  f«      S ©N)re   rY   r3   Ú_opsÚOpOverloadPacketÚ
OpOverload©r:   s    r;   Úis_aten_op_or_tensor_methodrl     s>   € ØÔ#Ó%Ð%ò ¬ØÜ	�‰×	$Ñ	$¤e§j¡j×&;Ñ&;Ð<ó*ð r=   c                   óÈ   — 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„Zdee   fd„Zd	ed
efd„Zd	efd„Zd	efd„Zd	edefd„Zy)Ú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.
    NÚfunction_idsÚfunction_namesÚlazy_initializerr-   c                 ó   — || _         y rg   )rq   )Úselfrq   s     r;   Ú__init__zFunctionIdSet.__init__“  s   € ð !1ˆÕr=   c                 ó  — | j                   €j| j                  «       }t        |t        «      r1t	        |j                  «       «      | _         || _        | j                   S t        |t        «      sJ ‚|| _         | j                   S rg   )ro   rq   rY   ÚdictrV   Úkeysrp   )rs   Úvalues     r;   Ú__call__zFunctionIdSet.__call__˜  su   € Ø×ÑÐ$Ø×)Ñ)Ó+ˆEÜ˜%¤Ô&Ü$'¨¯
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«Ó$5�Ô!Ø&+�Ô#ð × Ñ Ð ô " %¬Ô-Ð-Ð-Ø$)�Ô!Ø× Ñ Ð r=   ÚidxÚdefaultc                 ód   —  | «        | j                   €J ‚| j                   j                  ||«      S rg   )rp   Úget)rs   rz   r{   s      r;   Úget_namezFunctionIdSet.get_name£  s2   € ÙŒØ×"Ñ"Ð.Ð.Ð.Ø×"Ñ"×&Ñ& s¨GÓ4Ð4r=   c                 ó4   —  | «       }|j                  |«       y rg   )r^   ©rs   rz   ro   s      r;   r^   zFunctionIdSet.add¨  s   € Ù“vˆØ×Ñ˜Õr=   c                 ó>   —  | «       }||v r|j                  |«       y y rg   )Úremover€   s      r;   r‚   zFunctionIdSet.remove¬  s$   € Ù“vˆØ�,ÑØ×Ñ Õ$ð r=   c                 ó   — | | «       v S rg   © )rs   rz   s     r;   r_   zFunctionIdSet.__contains__±  s   € Ø‘d“fˆ}Ðr=   )Ú__name__Ú
__module__Ú__qualname__Ú__doc__ro   r   rV   ÚintÚ__annotations__rp   rv   Ústrr   r	   rt   ry   r~   r^   r‚   Úboolr_   r„   r=   r;   rn   rn   †  s¶   … ñð (,€L�(˜3˜s™8Ñ$Ó+Ø/3€N�H˜T # s (™^Ñ,Ó3ð1Ø (¨¨U°4¸¸S¸±>À3ÀsÁ8Ð3KÑ-LÐ)LÑ Mð1à	ó1ð
	!˜#˜c™(ó 	!ð5˜Cð 5¨#ó 5ð
�só ð%˜#ó %ð
 ð ¨ô r=   rn   c                  ó
   — i } | S rg   r„   ©Úrvs    r;   Ú_allowed_callable_idsr�   µ  ó   € à€BØ€Ir=   c                  ó
   — i } | S rg   r„   rŽ   s    r;   Ú_disallowed_callable_idsr“   »  r‘   r=   c                  ó
   — i } | S rg   r„   rŽ   s    r;   Ú_nonstrict_trace_callable_idsr•   Á  r‘   r=   c            	      ó  — t         j                  j                  «       D � �ci c]0  \  } }| j                  d«      st	        |«      rt        |«      d| › �“Œ2 }} }|j                  t        j                  j                  «       D � �ci c]0  \  } }| j                  d«      st	        |«      rt        |«      d| › �“Œ2 c}} «       |j                  t        t        «      dt        t        j                  «      di«       |S c c}} w c c}} w )NÚ_ú	builtins.z	operator.ztyping.castzcopy.deepcopy)ÚbuiltinsÚ__dict__r0   Ú
startswithÚcallableÚidÚupdateÚoperatorr   ÚcopyÚdeepcopy©r8   r9   r�   s      r;   Ú_builtin_function_idsr£   Ç  sê   € ô
 ×%Ñ%×+Ñ+Ó-÷
áˆAˆqØ�|‰|˜CÔ ¤X¨a¤[ô 	ˆ1‹�˜1˜#ˆÑð
€Bñ 
ð
 ‡I�Iô !×)Ñ)×/Ñ/Ó1÷	
á��1Ø—<‘< Ô$¬°!¬ô ˆq‹E�Y˜q˜c�?Ñ"ó	
ôð ‡I�IäŒt‹H�mÜŒt�}‰}Ó˜ð	
ôð €Iùó%
ùó	
s   ¢5C>Â5D
c                  ó   — t        «       S rg   )rV   r„   r=   r;   Ú_polyfilled_function_idsr¥   ß  s   € ô ‹5€Lr=   c                  óÈ   ‡— h d£Šˆfd„} i }t         D ]L  }|j                  j                  «       D ]-  \  }} | |||«      sŒ|j                  › d|› �|t	        |«      <   Œ/ ŒN |S )N>   ÚranfÚseedÚsampleÚRandomStateÚget_bit_generatorÚset_bit_generatorc                 ó´   •— t        |«      syt        |dd «      sy|j                  |j                  k(  ry|j                  dk(  r|j                  dk(  r| ‰vryy)NFr†   Tznumpy.random.mtrandznumpy.random)rœ   rB   r†   r…   )r8   r9   ÚmodÚunsupported_funcss      €r;   Úis_supportedz)_numpy_function_ids.<locals>.is_supportedð  sW   ø€ Ü˜Œ{ØÜ�q˜,¨Ô-ØØ�<‰<˜3Ÿ<™<Ò'Øà�L‰LÐ1Ò1Ø—‘ Ò.ØÐ*Ñ*àØr=   r?   )r   rš   r0   r…   r�   )r°   r�   r®   r8   r9   r¯   s        @r;   Ú_numpy_function_idsr±   å  su   ø€ òÐôð 
€BÜ#ò 2ˆØ—L‘L×&Ñ&Ó(ò 	2‰DˆAˆqÙ˜A˜q #Õ&Ø"Ÿ|™|˜n¨A¨a¨SÐ1�”2�a“5’	ñ	2ð2ð €Ir=   c                  óÄ   — t         j                  j                  «       D � �ci c]0  \  } }| j                  d«      st	        |«      st        |«      d| › �“Œ2 }} }|S c c}} w )zC
    Collects constant builtins by eliminating callable items.
    r—   r˜   )r™   rš   r0   r›   rœ   r�   r¢   s      r;   Ú_builtin_constant_idsr³     sa   € ô ×%Ñ%×+Ñ+Ó-÷
áˆAˆqØ�|‰|˜CÔ ¬°!¬ô 	ˆ1‹�˜1˜#ˆÑð
€Bñ 
ð
 €Iùó
s   ¢5AÚ_lazy_module_initrO   Ú	init_funcc                 ód   — d| vs
J d| › �«       ‚| t         vsJ ‚t         |    j                  |«       y)z.Register a module without eagerly importing itr?   z%Expected a root module name, but got N)r´   Úappend)rO   rµ   s     r;   Úadd_module_init_funcr¸     s?   € ð �d‰?ÐJÐCÀDÀ6ÐJÓJˆ?ØÔ(Ñ(Ð(Ð(Ü�dÑ×"Ñ" 9Õ-r=   r:   c                 óš   — t        | dd «      }|€y |j                  d«      d   }t        j                  |d «      }|�|D ]	  } |«        Œ y y )Nr†   r?   r   )rB   rL   r´   Úpop)r:   rF   Úbase_moduleÚ
init_funcsÚfns        r;   Ú_maybe_init_lazy_moduler¾     s\   € Ü�S˜,¨Ó-€FØ€~Øà—,‘,˜sÓ# AÑ&€KÜ"×&Ñ& {°DÓ9€JØÐØò 	ˆBÙ�Dñ	ð r=   c                 ó:   — t        | «       t        | «      t        v S rg   )r¾   r�   r�   rk   s    r;   Úis_callable_allowedrÀ   +  s   € Ü˜CÔ Üˆc‹7Ô+Ð+Ð+r=   c                 ó:   — t        | «       t        | «      t        v S rg   )r¾   r�   r•   rk   s    r;   Úis_nonstrict_trace_callablerÂ   0  s   € Ü˜CÔ Üˆc‹7Ô3Ð3Ð3r=   c                 ó:   — t        | «       t        | «      t        v S rg   )r¾   r�   r“   rk   s    r;   Úis_callable_disallowedrÄ   5  s   € Ü˜CÔ Üˆc‹7Ô.Ð.Ð.r=   c                 óF   — t        | «       t        j                  | dd«      S )NÚ_dynamo_forbiddenF)r¾   ÚinspectÚgetattr_staticrk   s    r;   Úis_forbiddenrÉ   :  s    € Ü˜CÔ Ü×!Ñ! #Ð':¸EÓBÐBr=   c                 ó$   — t        | «      t        v S rg   )r�   r£   rk   s    r;   Úis_builtin_callablerË   ?  s   € äˆc‹7Ô+Ð+Ð+r=   c                 ó$   — t        | «      t        v S rg   )r�   r³   rk   s    r;   Úis_builtin_constantrÍ   D  s   € Üˆc‹7Ô+Ð+Ð+r=   c                 ó$   — t        | «      t        v S rg   )r�   r¥   rk   s    r;   Úis_polyfilled_callablerÏ   H  s   € äˆc‹7Ô.Ð.Ð.r=   c                 óŠ   — t         €yt        | t         j                  t         j                  f«      xs t	        | «      t
        v S ©NF)r   rY   ÚndarrayÚgenericr�   r±   rk   s    r;   Úis_numpyrÔ   M  s3   € Ü	€zØÜ�cœBŸJ™J¬¯
©
Ð3Ó4ÒV¼¸3»ÔCVÐ8VÐVr=   c                 óD   — t         €yt        | t         j                  «      S rÑ   )r   rY   Údtyperk   s    r;   Úis_numpy_dtyper×   S  s   € Ü	€zØÜ�cœ2Ÿ8™8Ó$Ð$r=   c                 ód   — t         €yt        | t         j                  t         j                  f«      S rÑ   )r   rY   ÚfinfoÚiinfork   s    r;   Úis_numpy_type_inforÛ   Y  s$   € Ü	€zØÜ�cœBŸH™H¤b§h¡hÐ/Ó0Ð0r=   )Ú
fx2trt_ossÚ
hypothesisÚnetworkxÚnumpyÚonnxÚonnxruntimeÚonnx_tfÚpandasÚsklearnÚtabulateÚ
tensorflowÚtensorrtÚ	torch2trtÚtqdmÚtreeÚtvmÚxarrayc                 óÒ   — t        t        j                  j                  | «      «      j	                  «       }| j                  t        j                  j                  df«      r|dz  }|S )Nú/)r   ÚosÚpathÚnormpathÚas_posixÚendswithÚsep)rð   Ú
posix_paths     r;   Ú_as_posix_pathrö   €  sM   € Ü”b—g‘g×&Ñ& tÓ,Ó-×6Ñ6Ó8€Jà‡}�}”b—g‘g—k‘k 3Ð'Ô(Ø�cÑˆ
ØÐr=   c                 ó>   — d}| j                  |«      } t        | «      S )Nz__init__.py)Úremovesuffixrö   )rc   Úsuffixs     r;   Ú_strip_init_pyrú   ˆ  s    € Ø€FØ	�‰�vÓ€AÜ˜!ÓÐr=   r7   c                 ó:   — t        | dd «      }|xr t        |«      S )NÚ__file__)rB   rú   )r7   Úfiles     r;   r2   r2   Ž  s"   € ô �1�j $Ó'€DØÒ(”N 4Ó(Ð(r=   >   útorch._functorch.apisútorch._export.wrappersútorch.export.unflattenútorch._export.db.examplesútorch._functorch.deprecatedútorch._dynamo.external_utilsú torch.ao.quantization.pt2e.utilsú!torch.nn.attention.flex_attentionú$torch.ao.quantization.pt2e.qat_utilsú'torch.ao.quantization.pt2e.export_utilsú1torch.ao.quantization.pt2e.representation.rewriteú1torch.ao.quantization.quantizer.xnnpack_quantizer>   útorch.distributed.device_meshútorch.distributed.tensor._apiú$torch.distributed.tensor.device_meshú'torch.distributed._composable.replicateú'torch.distributed.tensor.parallel.styleú(torch.distributed.tensor.parallel._utilsú6torch.distributed.tensor.parallel._data_parallel_utilsú;torch.distributed.algorithms._checkpoint.checkpoint_wrapperz#torch.distributed.fsdp._fully_shard)+útorch._decompz,torch._dynamo._trace_wrapped_higher_order_opztorch._dynamo.compiled_autogradz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.pyfunctorchztorch._functorch.vmapztorch._inductor.test_operatorsztorch._library.autogradztorch._library.custom_opsú
torch._opsútorch._primsútorch._refsútorch._tensorztorch.amp.autocast_modeztorch.ao.nnztorch.autograd.functionztorch.backends.cudaztorch.cuda.amp.autocast_modeútorch.distributionsztorch.export._tree_utilsztorch.fx._pytreeztorch.fx._symbolic_tracez"torch.fx.experimental.proxy_tensorztorch.fx.passes.shape_propútorch.nnútorch.overridesútorch.randomztorch.return_typesútorch.sparseú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.hooksútorch.distributed)Xz	torch._VFztorch.__future__ztorch.__init__ztorch._awaitsztorch._classesztorch._compileztorch._custom_opztorch._custom_opsr  ztorch._deployztorch._dispatchztorch._dynamoztorch._exportztorch._functorchztorch._guardsztorch._higher_order_ops.effectsztorch._higher_order_ops.mapz!torch._higher_order_ops.torchbindztorch._higher_order_ops.wrapztorch._inductorztorch._jit_internalztorch._lazyztorch._libraryztorch._linalg_utilsztorch._lobpcgztorch._loggingztorch._lowrankztorch._meta_registrationsztorch._namedtensor_internalsztorch._numpyr  r  ztorch._prims_commonztorch._python_dispatcherr  ztorch._strobelightztorch._subclassesr  ztorch._tensor_strztorch._thread_safe_forkztorch._utilsztorch._utils_internalztorch._vmap_internalsztorch._weights_only_unpicklerztorch.acceleratorz	torch.ampztorch.aoztorch.autogradztorch.backendsztorch.compilerztorch.contribz	torch.cpuz
torch.cudar  r  ztorch.exportztorch.fbz	torch.fftztorch.functionalztorch.futuresztorch.fxz	torch.hubz	torch.jitztorch.libraryztorch.linalgztorch.maskedztorch.monitorz	torch.mpsz
torch.mtiaztorch.multiprocessingztorch.nestedr  z
torch.onnxr  ztorch.packageztorch.profilerztorch.quantizationztorch.quasirandomr  ztorch.serializationztorch.signalr  ztorch.specialztorch.storager  ztorch.typesztorch.utilsz	torch.xpuc            
      ó    — t         D � ch c]9  } t        t        t        «      | t	        d«      d  j                  dd«      z   «      ’Œ; }} |S c c} w ©Nztorch.r?   rî   )ÚLEGACY_MOD_INLINELISTrö   r2   r3   r4   Úreplace©r7   Ú
inlinelists     r;   Úget_legacy_mod_inlinelistr$  k  sU   € ô 'öàô 	”{¤5Ó)¨A¬c°(«m¨oÐ,>×,FÑ,FÀsÈCÓ,PÑPÕQð€Jð ð Ðùò	ó   ‰>Ac            
      ó    — t         D � ch c]9  } t        t        t        «      | t	        d«      d  j                  dd«      z   «      ’Œ; }} |S c c} w r  )ÚMOD_INLINELISTrö   r2   r3   r4   r!  r"  s     r;   Úget_mod_inlinelistr(  t  sU   € ô  öàô 	”{¤5Ó)¨A¬c°(«m¨oÐ,>×,FÑ,FÀsÈCÓ,PÑPÕQð€Jð ð Ðùò	r%  c            
      ó    — t         D � ch c]9  } t        t        t        «      | t	        d«      d  j                  dd«      z   «      ’Œ; }} |S c c} w r  )ÚMOD_SKIPLISTrö   r2   r3   r4   r!  )r7   Úskiplists     r;   Úget_mod_skiplistr,  }  sT   € ô öàô 	”{¤5Ó)¨A¬c°(«m¨oÐ,>×,FÑ,FÀsÈCÓ,PÑPÕQð€Hð ð €Oùò	r%  z<frozen importlibz<frozen abcz<__array_function__ internals>ztriton/backendszmatch nothing^ztorch._inductor.configÚFBCODE_SKIP_DIRSz.*(ú|ú)>   útorchrec/distributedútrochrec/fb/distributedú5caffe2/torch/fb/sparsenn/pooled_embeddings_modules.pyc              #   óX   K  — | ]"  }t        j                  t        |«      «      –— Œ$ y ­wrg   ©ÚreÚescaperö   ©Ú.0r6   s     r;   ú	<genexpr>r9  ¡  s   è ø€ ÒS°A”2—9‘9œ^¨AÓ.×/ÑSùó   ‚(*ztorchrec/distributed/types.pyc              #   óX   K  — | ]"  }t        j                  t        |«      «      –— Œ$ y ­wrg   r4  r7  s     r;   r9  r9  ¯  s   è ø€ Ò]°A”2—9‘9œ^¨AÓ.×/Ñ]ùr:  zoptim/lr_scheduler.pyc                  ój   — t        j                  ddj                  d„ t        D «       «      › d�«      ay )Nz	^[^\s<]*(r.  c              3   óX   K  — | ]"  }t        j                  t        |«      «      –— Œ$ y ­wrg   r4  r7  s     r;   r9  z _recompile_re.<locals>.<genexpr>½  s   è ø€ ÒN¸qœbŸi™i¬°qÓ(9×:ÑNùr:  r/  )r5  ÚcompileÚjoinÚ	SKIP_DIRSÚSKIP_DIRS_REr„   r=   r;   Ú_recompile_rerB  º  s,   € ä—:‘:Ø�S—X‘XÑNÄIÔNÓNÐOÈqÐQó�Lr=   Úimport_namec                 ó  — t        | t        j                  «      rt        | j                  «      S t        | t
        «      sJ ‚ddlm}  || «      }|sy |j                  }|€y t        j                  t        |«      «       t        «        y )Nr   )Ú	find_spec)rY   rZ   Ú
ModuleTyper^   r…   r‹   Úimportlib.utilrE  Úoriginr@  r·   rú   rB  )rC  rE  Úmodule_specrH  s       r;   r^   r^   Á  sq   € Ü�+œu×/Ñ/Ô0Ü�;×'Ñ'Ó(Ð(Ü�k¤3Ô'Ð'Ð'Ý(á˜KÓ(€KÙØØ×Ñ€FØ€~ØÜ×Ñ”^ FÓ+Ô,Ü…Or=   c                   ó(   — e Zd ZU eed<   ee   ed<   y)Ú
SkipResultÚskippedÚreasonN)r…   r†   r‡   rŒ   rŠ   r   r‹   r„   r=   r;   rK  rK  Ñ  s   … àƒMØ�S‰MÔr=   rK  c                 ó4  ‡ — ‰ €t        dd«      S t        ‰ «      Š ‰ t        v rt        dd«      S t        ˆ fd„t	        «       D «       «      rt        dd«      S |rt        ‰ «      rt        dd«      S t        rNt        rHt        t        j                  ‰ «      «      r*t        t        j                  ‰ «      «      st        dd«      S t        rrt        j                  j                  j                  rNt         rHt        t"        j                  ‰ «      «      r*t        t        j                  ‰ «      «      st        dd	«      S t        t$        j                  ‰ «      «      rt        dd
«      S t        ˆ fd„t'        «       D «       «      rt        dd«      S t        dd«      S )zShould skip this file?Tzfilename is NoneÚFORCE_SKIP_FILESc              3   ó@   •K  — | ]  }‰j                  |«      –— Œ y ­wrg   ©r›   ©r8  r6   Úfilenames     €r;   r9  zcheck_file.<locals>.<genexpr>ß  s   øè ø€ Ò
G aˆ8×Ñ˜q×!Ñ
Gùó   ƒFr   r'  r-  ÚFBCODE_SKIP_TORCHREC_DIRSr@  c              3   ó@   •K  — | ]  }‰j                  |«      –— Œ y ­wrg   rQ  rR  s     €r;   r9  zcheck_file.<locals>.<genexpr>   s   øè ø€ Ò
> aˆ8×Ñ˜q×!Ñ
>ùrT  r*  zinlined by default)rK  rö   rO  Úanyr$  Úis_torch_inline_allowedÚ	is_fbcoder-  rŒ   ÚFBCODE_SKIP_DIRS_REÚmatchÚ&FBCODE_INLINE_FILES_IN_SKIPPED_DIRS_REr3   Ú_dynamoÚconfigÚskip_torchrecrU  ÚFBCODE_SKIP_TORCHREC_DIRS_RErA  r,  )rS  Úis_inlined_calls   ` r;   Ú
check_filerb  ×  s^  ø€ àÐÜ˜$Ð 2Ó3Ð3Ü˜hÓ'€HØÔ#Ñ#Ü˜$Ð 2Ó3Ð3ä
Ó
GÔ+DÓ+FÔ
GÔGÜØØ#ó
ð 	
ñ Ô2°8Ô<ÜØØó
ð 	
õ
 	ÝÜÔ$×*Ñ*¨8Ó4Ô5ÜÔ;×AÑAÀ(ÓKÔLäØØó
ð 	
õ 	Ü�M‰M× Ñ ×.Ò.Ý%ÜÔ-×3Ñ3°HÓ=Ô>ÜÔ;×AÑAÀ(ÓKÔLä˜$Ð ;Ó<Ð<äŒL×Ñ˜xÓ(Ô)Ü˜$ Ó,Ð,ä
Ó
>Ô+;Ó+=Ô
>Ô>Ü˜$ Ó/Ð/Ü�eÐ1Ó2Ð2r=   c                   ó\   — e Zd ZU ee   ed<   ee   ed<   eed<   eej                     ed<   y)ÚFunctionInfoÚpy_objrO   rS  ÚcodeN)	r…   r†   r‡   r   ÚobjectrŠ   r‹   rZ   ÚCodeTyper„   r=   r;   rd  rd    s+   … à�VÑÓØ
�3‰-ÓØƒMØ
�5—>‘>Ñ
"Ô"r=   rd  c                 óê  — t        | t        t        t        t        t
        f«      rJ	 | j                  «       }t        || j                  «       | j                  «       | j                  «       «      }nªt        | t        j                  «      r#t        d | j                  | j                  | «      }nmt        | t        j                   t        j"                  f«      r,t        | | j$                  t'        | «      | j(                  «      }nt        | d t'        | «      d «      }t+        «       }t-        |j.                  |j0                  |j2                  ||«      }t5        |t        t        t6        f«      rt9        dd|j;                  «       › �«      S t5        |t<        «      rt9        dd|j;                  «       › �«      S |t>        k(  sJ |«       ‚t9        dd|j;                  «       › �«      S # t        $ r d }Y �Œºw xY w)NFz%inlined according trace_rules.lookup zregistered in torch_obj_rule Tz%skipped according trace_rules.lookup ) rY   r   r   r   r   r   Úget_functionÚNotImplementedErrorrd  r~   Úget_filenameÚget_coderZ   rh  Úco_nameÚco_filenameÚFunctionTypeÚ
MethodTyper…   r   Ú__code__rV   Úlookup_innerre  rO   rS  Ú
issubclassr   rK  rº   r   r   )r:   ra  re  ÚfiÚreasonsÚrules         r;   Úcheck_verboserx  /  s°  € ÜØä ÜÜ&Ü*Ü(ð	
ô	ð	Ø×%Ñ%Ó'ˆFô ˜& #§,¡,£.°#×2BÑ2BÓ2DÀcÇlÁlÃnÓU‰Ü	�CœŸ™Ô	(Ü˜$ §¡¨S¯_©_¸cÓB‰Ü	�Cœ%×,Ñ,¬e×.>Ñ.>Ð?Ô	@ÜØØ�L‰LÜ�C‹LØ�L‰Ló	
‰ô ˜#˜t¤W¨S£\°4Ó8ˆô ›€GÜ˜Ÿ	™	 2§7¡7¨B¯K©K¸È'ÓR€DÜØä Ü*Ü&ð	
ôô ØØ3°G·K±K³M°?ÐCó
ð 	
ô 
�DÔ6Ô	7ÜØØ+¨G¯K©K«M¨?Ð;ó
ð 	
ð
 Ô+Ò+Ð1¨TÓ1Ð+ÜØØ3°G·K±K³M°?ÐCó
ð 	
øôK #ò 	Ø‹Fð	ús   §G# Ç#G2Ç1G2c                 ó.   — t        | |«      j                  S rg   )rx  rL  )r:   ra  s     r;   Úcheckrz  g  s   € Ü˜˜oÓ.×6Ñ6Ð6r=   c                 ó<   ‡ — t        ˆ fd„t        «       D «       «      S )Nc              3   ó@   •K  — | ]  }‰j                  |«      –— Œ y ­wrg   rQ  rR  s     €r;   r9  z*is_torch_inline_allowed.<locals>.<genexpr>s  s   øè ø€ ÒD¨!ˆx×"Ñ" 1×%ÑDùrT  )rW  r(  ©rS  s   `r;   rX  rX  r  s   ø€ ÜÓDÔ/AÓ/CÔDÓDÐDr=   c                  ó4   — dd l } t        | j                  «      S )Nr   )Útorch._dynamor2   r]  )r3   s    r;   Ú
dynamo_dirr€  v  s   € ãä�u—}‘}Ó%Ð%r=   c                 ór   — | j                  t        «       «      ry| j                  t        t        «      «      S rÑ   )r›   r€  r2   r3   r}  s    r;   Úis_torchr‚  }  s+   € Ø×Ñœ:›<Ô(ØØ×Ñœ{¬5Ó1Ó2Ð2r=   c                 ó¤   — t        | «      sy t        | «      rt        S t        | «      rt        S t        | «      rt        S t        | «      rt        S y rg   )	r   rÄ   r   rÀ   r   rÏ   r   rË   r   rk   s    r;   Úlookup_callabler„  ˆ  sG   € Ü�CŒ=Øä˜cÔ"Ü#Ð#Ü˜3ÔÜ+Ð+Ü˜cÔ"Ü)Ð)Ü˜3ÔÜÐØr=   c                 ó   — t        | «      S rg   )rs  rk   s    r;   Úlookupr†  �  s   € Ü˜ÓÐr=   rv  c                 ó˜  — 	 t        | «      }|s|�|j                  d«       y | �Bt        | «      rt        S t        «       j                  | d «      }|�ª|�|j                  d«       |S |�u|�s|sq|j                  t        «      r%t        «       j                  |dz   t        z   d «      }n t        «       j                  |dz   |z   d «      }|�3|�|j                  d«       |S |dk(  r|�|j                  d«       t        S |rN|dk(  r|�|j                  d«       t        S |d	k(  s| r)t        | d
d «      d	k(  r|�|j                  d«       t        S |s|dk(  r|�|j                  d«       t        S |€t        | «      }t        ||«      }|�|j                  |j                  «       |j                  rt        S t        S # t        $ r d}Y �Œ»w xY w)NFzobj is not hashabler<   rJ   z
<listcomp>z&inlining frame from list comprehensionÚpatched_initzfunc name is patched_initÚ__torch_function__r…   zfunc name is __torch_function__Ú__getattr__zCTracing __getattr__ as the top level frame, unsuitable for tracing.)r   Ú	Exceptionr^   rl   r   r<   r}   r›   r   r   r   rB   r   rb  rM  rL  )r:   rO   rS  Úis_direct_callrv  Úcan_hashrw  Úskip_results           r;   rs  rs  ¡  só  € ðÜ˜C“=ˆñ ØÐØ�K‰KÐ-Ô.ØØ
€Ü& sÔ+Ü/Ð/Ü%Ó'×+Ñ+¨C°Ó6ˆØÐØÐ"Ø—‘Ð4Ô5ØˆKØ	Ð	˜hÐ2¹>Ø�?‰?Ô8Ô9Ü)Ó+×/Ñ/Ø˜3‘Ô!>Ñ>Àó‰Dô *Ó+×/Ñ/°¸3±ÀÑ0EÀtÓLˆDØÐØÐ"Ø—‘Ð4Ô5ØˆKØ	�Ò	ØÐØ�K‰KÐ@ÔAÜ#Ð#ñ Ø�>Ò!ØÐ"Ø—‘Ð7Ô8Ü'Ð'ØÐ)Ò)Ù”G˜C ¨TÓ2Ð6JÒJàÐ"Ø—‘Ð=Ô>Ü'Ð'áØ�=Ò ð Ð"Ø—‘ØYôô (Ð'ð ÐÜ˜3“<ˆä˜X ~Ó6€KØÐØ�‰�K×&Ñ&Ô'Ø×ÒÜ#Ð#ä#Ð#øôQ ò Ø‹ðús   ‚F: Æ:G	ÇG	c                  óø  — t         j                  j                  j                  j	                  «        t         j                  j                  j
                  j	                  «        t         j                  j                  j                  j	                  «        t         j                  j                  j                  j	                  «        t         j                  j                  j                  j	                  «        y rg   )	r3   r]  Útrace_rulesr<   Úcache_clearre   r$  r(  r€  r„   r=   r;   Úclear_lru_cacher’  ù  sŽ   € Ü	‡M�M×Ñ×4Ñ4×@Ñ@ÔBÜ	‡M�M×Ñ×/Ñ/×;Ñ;Ô=Ü	‡M�M×Ñ×7Ñ7×CÑCÔEÜ	‡M�M×Ñ×0Ñ0×<Ñ<Ô>Ü	‡M�M×Ñ×(Ñ(×4Ñ4Õ6r=   )F)NNTN)—Úabcr™   Úcollectionsr    ÚdataclassesÚ	functoolsrC   rÇ   Ú	linecacherŸ   rï   Úrandomr5  ÚsysÚ	tracebackrZ   ÚtypingÚunittestr   Úpathlibr   r   r   r   r   r	   r3   Útorch._inductor.test_operatorsÚtorch.distributedÚtorch.utils._content_storeÚtorch.utilsr
   Úresume_executionr   Úutilsr   r   r   r   Ú	variablesr   r   r   r   r   r   r   r   r   r   r   r   rF  rŠ   rß   ÚModuleNotFoundErrorÚTYPE_CHECKINGÚvariables.baser   r$   rv   r‹   ÚfromkeysÚ"torch_c_binding_in_graph_functionsÚversion_infoÚ&torch_non_c_binding_in_graph_functionsr/   Ú	lru_cacheÚtyper<   rH   r1   re   rl   rn   r‰   r�   r“   r•   r£   rV   r¥   r±   r³   Úlistr´   r¸   rg  r¾   rŒ   rÀ   rÂ   rÄ   rÉ   rË   rÍ   rÏ   rÔ   r×   rÛ   ÚBUILTIN_SKIPLISTÚTHIRDPARTY_SKIPLISTrö   rú   r2   r   ÚdistributedÚis_availabler]  r^  Úskip_fsdp_hooksr^   r'  Úsortedr*  r$  r(  r,  rü   r@  ÚextendÚmapÚfilterr>  rA  rD   rY  r-  r?  r6  rZ  rU  r`  Ú#FBCODE_INLINE_FILES_IN_SKIPPED_DIRSr\  rO  rB  Ú	dataclassrK  rb  rd  rx  rz  Ú_namerX  r€  r‚  r„  r†  rs  r’  r„   r=   r;   ú<module>r»     sM  ðä 
Û Û Û Û Û Û Û Û Û Û 	Û Û 	Û 
Û Û Û Û Ý #Ý ß 7Õ 7ã Û %Û Û !Ý &å ;ß MÓ M÷÷ ÷ ñ ð "&€€HˆU×ÑÑÓ %ð	Ûð
 
×ÒÝ/ð,ð\ð*J.Ø"Ð$@ðJ.à*Ð,HðJ.ð %Ð&BðJ.ð Ð:ð	J.ð
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