+
    ˜°³jr‰  ã                   óÎ   € ^ RI t ^ RIHt ^ RIt^RIHt ^RIHtHt ]P                  P                  P                  4       '       d   RR R lltR R ltR	 R
 ltR# RR R lltR# )é    N)ÚSequence)ÚMACOS_VERSION)ÚDecorateInfoÚOpInfoc                ó¤   € V ^8„  d   QhR\         \        ,          R\        R\        \        ,          R,          R\        R\         \        ,          /# ©é   ÚopsÚdevice_typeÚxfail_exclusionNÚsparseÚreturn©r   r   ÚstrÚlistÚbool)Úformats   "Úc/home/luca/screen-checking/.venv/lib/python3.14/site-packages/torch/testing/_internal/common_mps.pyÚ__annotate__r      sT   € ÷ Fñ FÜ”fÕðFäðFô œc� TÕ)ðFô ð	Fô
 
”&Õ	ñFó    c           #      ó¾%  a€ Vf   . p0 RkRkRkRkRkRkRkRkR	kR
kRkRkRkRkRkRkRkRkRkRkRkRkRkRkRkRkRkRkRkRkRkR kR!kR"kR#kR$kR%kR&kR'kR(kR)kR*kR+kR,kR-kR.kR/kR0kR1kR2kR3kR4kR5kR6kR7kR8kR9kR:kR;kR<kR=kR>kR?kR@kRAkRBkRCkRDkREkRFkRGkRHkRIkRJkRKkRLkRMkRNkROkRPkRQkRRkRSkRTkRUkRVkRWkRXkRYkRZkR[kR\kR]kR^kR_kR`kRakRbkRckRdkRekRfkRgkRhkRikRjkRkkRlkRmkRnkRokRpkRqkRrkRskRtkRukRvkRwkRxkRykRzkR{kR|kR}kR~kRkR€kR�kR‚kRƒkR„kR…kR†kR‡kRˆkR‰kRŠkR‹kRŒkR�kRŽkR�kR�kR‘kR’kR“kR”kR•kR–kR—kR˜kR™kRškR›kRœkR�kRžkRŸkR kR¡kR¢kR£kR¤kR¥kR¦kR§kR¨kR©kRªkR«kR¬kR­kR®kR¯kR°kR±kR²kR³kR´kRµkR¶kR·kR¸kR¹kRºkR»kR¼kR½kR¾kR¿kRÀkRÁkRÂkRÃkRÄkRÅkRÆkRÇkRÈkRÉkRÊkRËkRÌkRÍkRÎkRÏkRÐkRÑkRÒkRÓkRÔkRÕkRÖkR×kRØkRÙkRÚkRÛkRÜkRÝkRÞkRßkRàkRákRâkRãkRäkRåkRækRçkRèkRékRêkRëkRìkRíkRîkRïkRðkRñkRòkRókRôkRõkRökR÷kRøkRùkRúkRûkRükRýkRþkRÿkER kERkERkERkERkERkERkERkERkER	kER
kERkERkERkERkERkERkERkERkERkERkERkERkERkERkERkERkERkERkERkERkERkER kER!kER"kER#kER$kER%kER&kER'kER(kER)kER*kER+kER,kER-kER.kER/kER0kER1kER2kER3kER4kER5kER6kER7kER8kER9kER:kER;kER<kER=kER>kER?kER@kERAkERBkERCkERDkEREkERFkERGkERHkpER	\         P                  ./pRnR /p/ ERIR bERJR bERKR bERLR bERMR bERNR bEROR bERPR bERQR bERRR bERSR bERTR bERU\         P                  \         P                  \         P                  \         P
                  \         P                  .bERV\         P                  .bERWR bERX\         P                  .bERY\         P                  \         P                  \         P                  \         P                  \         P                  .b/ ERZ\         P                  \         P                  \         P                  \         P                  \         P                  .bER[\         P                  \         P                  \         P                  \         P                  \         P                  .bER\\         P                  \         P                  \         P                  \         P                  .bER]\         P                  \         P                  \         P                  \         P                  \         P                  .bER^R bER_R bER`\         P                  \         P                  \         P                  \         P                  \         P                  .bERa\         P                  \         P                  \         P                  \         P                  \         P                  .bERbR bERc\         P                  \         P                  \         P
                  \         P                  \         P                  \         P                  .bERd\         P                  \         P                  \         P
                  \         P                  \         P                  \         P                  .bEReR bERfR bERg\         P                  .bERh\         P                  \         P                  \         P                  \         P                  \         P                  .bERi\         P                  \         P                  \         P                  \         P                  \         P                  \         P
                  .bERj\         P                  .bC/ ERk\         P                  .bERl\         P                  \         P                  \         P
                  \         P                  \         P                  \         P                  .bERm\         P                  \         P                  \         P
                  \         P                  \         P                  \         P                  .bERn\         P                  \         P                  \         P
                  \         P                  \         P                  \         P                  .bERo\         P                  \         P                  \         P
                  \         P                  \         P                  \         P                  .bERp\         P                  \         P                  \         P
                  \         P                  \         P                  \         P                  .bERq\         P                  \         P                  \         P
                  \         P                  \         P                  \         P                  .bERr\         P                  \         P                  \         P                  \         P                  \         P                  .bERsR bERt\         P                  \         P                  \         P                  \         P                  \         P                  .bERu\         P                  \         P                  \         P                  \         P                  .bERv\         P                  \         P                  \         P
                  \         P                  \         P                  \         P                  .bERw\         P                  .bERxR bERyR bERz\         P                  \         P                  \         P                  \         P                  .bER{\         P                  \         P                  \         P                  \         P                  \         P                  .bC/ ER|R bER}\         P                  \         P                  \         P
                  \         P                  \         P                  .bER~\         P
                  .bERR bER€R bER�R bER‚R bERƒR bER„R bER…R bER†R bER‡R bER>\         P                  \         P                  .bERˆR bER‰R bERŠR bER‹\         P                  .bCERŒ\         P                  .ER�R ERŽR ER�\         P                  \         P                  \         P                  \         P                  \         P
                  \         P                  .ER�R ER‘R ER’R Ry\         P
                  .Rz\         P
                  .ER“\         P
                  .R{\         P
                  .R|\         P
                  \         P                  .R}\         P
                  \         P                  \         P                  .R€\         P                  \         P                  \         P
                  \         P                  \         P                  .ER”\         P                  \         P                  \         P
                  \         P                  \         P                  ./CpERIR ERJR ERKR ERLR ERMR /pV'       d   VP                  V4       ER•\         P                  .Rh\         P                  .ER–\         P                  .ER—\         P                  \         P                  \         P                  .ER˜\         P                  \         P                  \         P                  \         P
                  .ER™\         P                  \         P                  \         P                  .ERš\         P                  \         P                  \         P                  .ER›\         P                  \         P                  \         P                  \         P
                  \         P                  \         P                  .ERœR ER�\         P                  \         P                  \         P                  ./
p	ERž\         P                  \         P                  \         P                  \         P                  \         P                  .ERŸ\         P                  \         P                  \         P                  \         P                  \         P                  ./p
ER R ER¡R R2R R0R ER¢R R1R /pER“R ER£\         P                  \         P                  ./pER¤ V3ER¥ llpV  EF"  pVP                  VP                  ,           pV! V\        \        P                   \         P"                  \         P$                  .ER¦7      4       V'       d:   V! V\        \        P&                  ! ER§4      \         P(                  .ER¦7      4       Wû9   d1   V! V\        \        P&                  ! ER¨4      W¿,          ER¦7      4       Wü9   d1   V! V\        \        P&                  ! ER©4      WÏ,          ER¦7      4       VV	V
3 F>  pVV9   g   K  Wò9  g   K  V! V\        \        P                   VV,          ER¦7      4       K@  	  Wõ9   d<   Wò9  d6   \*        ERª8  d*   V! V\        \        P                   W_,          ER¦7      4       Wö9   d<   Wò9  d6   \*        ER«8  d*   V! V\        \        P                   Wo,          ER¦7      4       Wô9  g   EKá  V! V\        \        P                   \         P,                  \         P                  .ER¦7      4       EK%  	  V # (¬  NÚ__radd__Ú__rmul__Ú__rsub__Ú__getitem__Ú_unsafe_masked_indexÚ#_unsafe_masked_index_put_accumulateÚabsÚaddÚaddbmmÚ
alias_copyÚargwhereÚ
atleast_1dÚ
atleast_2dÚ
atleast_3dÚ
as_stridedÚas_strided_copyÚas_strided_scatterÚasinÚasinhÚacosÚatanÚbaddbmmÚ
block_diagÚbroadcast_tensorsÚbroadcast_toÚchalfÚcfloatÚchunkÚcloneÚconjÚconj_physicalÚ
contiguousÚcosÚcoshÚcrossÚcumsumÚcumprodÚcumulative_trapezoidÚdiagÚ
diag_embedÚdiagflatÚdiagonalÚdiagonal_copyÚdiagonal_scatterÚdistÚdivno_rounding_modeÚdsplitÚemptyÚempty_permutedÚempty_stridedÚexpÚexpm1Úexp2ÚexpandÚ	expand_asÚexpand_copyÚgatherÚflattenÚfillÚfullÚ	full_likeÚHÚhsplitÚimagÚ	index_addÚ
index_copyÚ
index_fillÚindex_selectÚ	index_putÚisfiniteÚisinfÚisrealÚistftÚitemÚkronzlinalg.choleskyzlinalg.cholesky_exzlinalg.condzlinalg.crosszlinalg.diagonalzlinalg.eighzlinalg.eigvalshúlinalg.householder_productúlinalg.lstsqúlinalg.lstsqgrad_orientedzlinalg.matrix_normzlinalg.matrix_rankzlinalg.matrix_rankhermitianzlinalg.normzlinalg.normsubgradients_at_zerozlinalg.pinvhermitianzlinalg.polarz
linalg.svdzlinalg.svdvalszlinalg.vanderzlinalg.vecdotzlinalg.vector_normÚlog10Úlog1pÚlog2ÚlogÚ	logaddexpÚ
logaddexp2ÚlogcumsumexpÚmHÚmTÚmasked_fillÚmasked_scatterÚmasked_selectÚ
matrix_expÚmeshgridlist_of_tensorsÚmeshgridvariadic_tensorsÚmovedimÚmulÚnarrowÚnarrow_copyÚnegÚnew_fullÚnew_onesÚ	new_zerosúnn.functional.conv1dúnn.functional.conv2dúnn.functional.conv_transpose1dúnn.functional.conv_transpose2dúnn.functional.conv_transpose3dz0nn.functional.feature_alpha_dropoutwithout_trainznn.functional.l1_lossznn.functional.linearznn.functional.normalizeznn.functional.padcircularúnn.functional.pairwise_distanceznn.functional.softminwith_dtypeznn.functional.softsignznn.functional.tanhshrinkz!nn.functional.triplet_margin_lossz/nn.functional.triplet_margin_with_distance_lossznn.functional.unfoldÚnonzeroÚnonzero_staticÚnormÚnormfroÚnorminfÚnormnucÚonesÚ	ones_likeÚouterÚpermuteÚpermute_copyÚpositiveÚrandnÚravelÚrealÚrepeatÚrepeat_interleaveÚ
reshape_asÚ	rand_likeÚ
randn_likeÚuniformÚnormalin_placeÚreshapeÚresolve_conjÚresolve_negÚrsqrtÚrsubÚscalar_tensorÚscatterÚscatter_addÚselectÚsgnÚsigmoidÚsinÚsincÚsinhÚsliceÚsoftmaxwith_dtypezspecial.spherical_bessel_j0zspecial.entrzspecial.xlog1pyúspecial.zetaÚsplitÚsplit_with_sizesÚsplit_with_sizes_copyÚsplitlist_argsÚsqrtÚsqueezeÚsqueeze_copyÚsqueezemultipleÚsubÚsvdÚtÚt_copyÚtake_along_dimÚtanhÚtanÚtensor_splitÚtileÚ	transposeÚtranspose_copyÚtrilÚtriuÚtrue_divideÚTÚunbindÚunbind_copyÚ	unflattenÚunfoldÚunfold_copyÚunsafe_chunkÚunsafe_splitÚ	unsqueezeÚunsqueeze_copyÚview_asÚview_as_realÚviewÚ	view_copyÚvsplitÚzero_ÚzerosÚ
zeros_likeÚ__rdiv__Ú__rmatmul__Ú
_chunk_catÚacoshÚallÚallcloseÚangleÚanyÚaddcdivÚaddcmulÚaddmmdecomposedÚaddmvÚatanhÚbfloat16Úbmmr   Úcartesian_prodÚcatÚcharÚcolumn_stackÚcombinationsÚcorrcoefÚconstant_pad_ndÚcovÚcount_nonzeroÚdiffÚdivÚdotÚdstackÚeinsumÚeqÚequalÚeyezfft.fftzfft.fft2zfft.fftnzfft.fftshiftzfft.ifftz	fft.ifft2z	fft.ifftnzfft.ifftshiftz
fft.irfftnz
fft.irfft2z	fft.irfftz	fft.hfftnz	fft.hfft2zfft.hfftÚflipÚfliplrÚflipudÚfloatÚgradientÚhalfÚhstackÚinnerÚintÚiscloseÚisnanÚldexpÚlerpzlinalg.multi_dotzlinalg.pinvÚlinspaceÚlinspacetensor_overloadÚlogical_andÚlogical_notÚ
logical_orÚlogical_xorÚ	logsumexpÚlongzmasked.cumsumzmasked.cumprodzmasked.meanzmasked.normalizezmasked.prodz
masked.stdz
masked.sumz
masked.varzmasked.logsumexpÚmatmulÚmeanÚmmÚmvÚneznn.functional.padconstantznn.functional.padreflectznn.functional.padreplicateznn.functional.pixel_shuffleznn.functional.pixel_unshuffleznn.functional.rms_normÚpinverseÚprodÚ
reciprocalÚrollÚrot90ÚshortÚsquareÚstackÚstftÚsumÚsum_to_sizeÚ	tensordotÚtraceÚtrapzÚ	trapezoidÚvdotÚvstackÚwhereÚbyteÚlogspaceÚlogspacetensor_overloadz
linalg.eigzlinalg.eigvalsÚputÚfrexpÚhash_tensorÚ	heavisidezlinalg.ldl_factorzlinalg.ldl_factor_exzlinalg.ldl_solvezlinalg.matrix_sqrthÚ max_pool2d_with_indices_backwardÚmedianÚmodeÚ	nanmedianÚnative_batch_normznn.functional.avg_pool1dznn.functional.avg_pool2dznn.functional.avg_pool3dznn.functional.batch_normz#nn.functional.fractional_max_pool2dz#nn.functional.fractional_max_pool3dznn.functional.gluznn.functional.huber_lossz!nn.functional.adaptive_avg_pool3dz!nn.functional.adaptive_max_pool1dz!nn.functional.adaptive_max_pool2dz!nn.functional.adaptive_max_pool3dznn.functional.interpolateareaz nn.functional.interpolatebicubicz!nn.functional.local_response_normznn.functional.max_pool1dznn.functional.max_pool2dznn.functional.max_pool3dznn.functional.max_unpool1dznn.functional.max_unpool1dgradznn.functional.max_unpool2dznn.functional.max_unpool2dgradznn.functional.max_unpool3dznn.functional.max_unpool3dgradznn.functional.mishznn.functional.multi_margin_lossz$nn.functional.multilabel_margin_lossz)nn.functional.multilabel_soft_margin_lossznn.functional.nll_lossz#nn.functional.padreplicate_negativeznn.functional.pdistznn.functional.rreluznn.functional.siluznn.functional.softplusÚormqrÚrounddecimals_0Úscatter_reduceprodÚ_segment_reducelengthsÚ_segment_reduceoffsetszsparse.sampled_addmmúsparse.mmreducezspecial.airy_aizspecial.laguerre_polynomial_lzspecial.legendre_polynomial_pzspecial.log_ndtrzspecial.ndtriÚsvd_lowrankÚtakeÚtoÚ_upsample_bilinear2d_aaÚ_upsample_bicubic2d_aaÚcdoubleÚdoubleÚlog_softmaxwith_dtypeÚfloat_powerz!nn.functional.adaptive_avg_pool1dz!nn.functional.adaptive_avg_pool2dúnn.functional.conv3dÚbincountÚpca_lowrankúnn.functional.dropoutz*nn.functional.multi_head_attention_forwardÚ__rpow__Úresize_Ú
resize_as_ÚaddrÚas_stridedpartial_viewsz*nn.functional.scaled_dot_product_attentionÚargsortÚsortÚ	new_emptyÚnew_empty_stridedÚ
empty_likeznn.functional.grid_samplec                ó4   € V ^8„  d   QhR\         R\        RR/# ©r	   ÚopÚdr   N©r   r   )r   s   "r   r   Ú&mps_ops_modifier.<locals>.__annotate__÷  s!   € ÷ 	1ñ 	1œVð 	1¬ð 	1¸ñ 	1r   c                 óP   <€ Se   SVn         V P                  V3,           V n        R # ©N)r   Ú
decorators)rI  rJ  r   s   &&€r   ÚaddDecoratorÚ&mps_ops_modifier.<locals>.addDecorator÷  s"   ø€ ØÒ&Ø +�”àŸM™M¨Q¨DÕ0ˆBŽMr   ©Údtypesz4Skipped due to MPS not supporting complex128 tensorszSkipping empty ops.zSkipped!gÍÌÌÌÌÌ,@ç      .@)ÚtorchÚ	complex64Úint8Úint16Úint32Úint64Úuint8r   Úfloat32Úfloat16rß   ÚupdateÚnameÚvariant_test_namer   ÚunittestÚexpectedFailurer6  r5  ÚskipÚ
complex128r   Ú	complex32)r
   r   r   r   ÚSUPPORTED_COMPLEX_OPSÚMACOS_BEFORE_14_4_XFAILLISTÚMACOS_BEFORE_15_0_XFAILLISTÚUNIMPLEMENTED_XFAILLISTÚUNIMPLEMENTED_XFAILLIST_SPARSEÚUNDEFINED_XFAILLISTÚON_MPS_XFAILLISTÚEMPTY_OPS_SKIPLISTÚSKIPLISTrP  rI  ÚkeyÚ	xfaillists   &f&&             r   Úmps_ops_modifierrq     sz  ø€ ð Ò"Ø ˆOðK!
ØðK!
àðK!
ð ðK!
ð ð	K!
ð
 #ðK!
ð 2ðK!
ð ðK!
ð ðK!
ð ðK!
ð ðK!
ð ðK!
ð ðK!
ð ðK!
ð ðK!
ð ðK!
ð  ð!K!
ð" !ð#K!
ð$ ð%K!
ð& ð'K!
ð( ð)K!
ð* ð+K!
ð, ð-K!
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ð0  ð1K!
ð2 ð3K!
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ð6 ð7K!
ð8 ð9K!
ð: ð;K!
ð< ð=K!
ð> ð?K!
ð@ ðAK!
ðB ðCK!
ðD ðEK!
ðF ðGK!
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ðp ðqK!
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ðt ðuK!
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ðx ðyK!
ðz ð{K!
ð| ð}K!
ð~ ðK!
ð@ ðAK!
ðB ðCK!
ðD ðEK!
ðF ðGK!
ðH ðIK!
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ðL ðMK!
ðN ðOK!
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ðT ðUK!
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ðZ !ð[K!
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ðb ðcK!
ðd ðeK!
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ðh ðiK!
ðj (ðkK!
ðl !ðmK!
ðn !ðoK!
ðp *ðqK!
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ðt .ðuK!
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ðz ð{K!
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ð@ ðAK!
ðB !ðCK!
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ðJ %ðKK!
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ðN 0ðOK!
ðP >ðQK!
ðR #ðSK!
ðT ðUK!
ðV ðWK!
ðX ðYK!
ðZ ð[K!
ð\ ð]K!
ð^ ð_K!
ð` ðaK!
ðb ðcK!
ðd ðeK!
ðf ðgK!
ðh ðiK!
ðj ðkK!
ðl ðmK!
ðn ðoK!
ðp ðqK!
ðr ðsK!
ðt  ðuK!
ðv ðwK!
ð| ð}K!
ð~ ðK!
ð@ ðAK!
ðB ðCK!
ðD ðEK!
ðF ðGK!
ðH ðIK!
ðJ ðKK!
ðL ðMK!
ðN ðOK!
ðP ðQK!
ðR ðSK!
ðT ðUK!
ðV ðWK!
ðX ðYK!
ðZ ð[K!
ð\ ð]K!
ð^ ð_K!
ð` ðaK!
ðb  ðcK!
ðd *ðeK!
ðf ðgK!
ðh ðiK!
ðj ðkK!
ðl ðmK!
ðn ðoK!
ðp $ðqK!
ðr ðsK!
ðt ðuK!
ðv ðwK!
ðx ðyK!
ðz ð{K!
ð| ð}K!
ð~ ðK!
ð@ ðAK!
ðB ðCK!
ðD ðEK!
ðF ðGK!
ðH ðIK!
ðJ ðKK!
ðL ðMK!
ðN ðOK!
ðP ðQK!
ðR ðSK!
ðT ðUK!
ðV ðWK!
ðX ðYK!
ðZ ð[K!
ð\ ð]K!
ð^ ð_K!
ð` ðaK!
ðb ðcK!
ðd ðeK!
ðf ðgK!
ðh ðiK!
ðj ðkK!
ðl ðmK!
ðn ðoK!
ðp ðqK!
ðr ðsK!
ðt ðuK!
ðv ðwK!
ðx ðyK!
ðz ð{K!
ð| ð}K!
ð~ ðK!
ð@ ðAK!
ðB ðCK!
ðD ðEK!
ðF ðGK!
ðH ðIK!
ðJ ðKK!
ðL ðMK!
ðN ðOK!
ðP ðQK!
ðR ðSK!
ðT ðUK!
ðV ðWK!
ðX ðYK!
ðZ ð[K!
ð\ ð]K!
ð^ ð_K!
ð` ðaK!
ðb ðcK!
ðd ðeK!
ðf ðgK!
ðh ðiK!
ðj ðkK!
ðl ðmK!
ðn ðoK!
ðp ðqK!
ðr ðsK!
ðt ðuK!
ðv ðwK!
ðx ðyK!
ðz ð{K!
ð| ð}K!
ð~ ðK!
ð@ ðAK!
ðB ðCK!
ñD ðEK!
ñF ðGK!
ñH ðIK!
ñJ ðKK!
ñL ðMK!
ñN ðOK!
ñP ðQK!
ñR ðSK!
ñT ðUK!
ñV ðWK!
ñX ðYK!
ñZ ð[K!
ñ\ ð]K!
ñ^ ð_K!
ñ` ðaK!
ñb ðcK!
ñd ðeK!
ñf ðgK!
ñh ðiK!
ñj ðkK!
ñl ðmK!
ñn ðoK!
ñp ðqK!
ñr ðsK!
ñt ðuK!
ñv ðwK!
ñx ðyK!
ñz &ð{K!
ñ| ð}K!
ñ~ ðK!
ñ@	 ðA	K!
ñB	 ðC	K!
ñD	 ðE	K!
ñF	 ðG	K!
ñH	 ðI	K!
ñJ	 ðK	K!
ñL	 ðM	K!
ñN	 ðO	K!
ñP	 ðQ	K!
ñR	 ðS	K!
ñT	 ðU	K!
ñV	 ðW	K!
ñX	 ðY	K!
ñZ	 ð[	K!
ñ\	 ð]	K!
ñ^	 ð_	K!
ñ`	 ða	K!
ñb	 ðc	K!
ñd	 (ðe	K!
ñf	 'ðg	K!
ñh	 )ði	K!
ñj	 *ðk	K!
ñl	 ,ðm	K!
ñn	 %ðo	K!
ñp	 ðq	K!
ñr	 ðs	K!
ñt	 ðu	K!
ñv	 ðw	K!
ñx	 ðy	K!
ñz	 ð{	K!
ñ|	 ð}	K!
ñ~	 ð	K!
ñ@
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ñB
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ñD
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ñF
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ñH
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ñJ
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ñN
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Ðñ^
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Ð#ð ˜$ð	'
Ð#ðT;
á˜ðT;
ñ & tðT;
ñ ˜$ð	T;
ñ
 ˜dðT;
ñ �4ðT;
ñ �TðT;
ñ ˜4ðT;
ñ ˜ðT;
ñ   ðT;
ñ # DðT;
ñ  ðT;
ñ " 4ðT;
ñ /Ü—
‘
Ü—‘Ü—‘Ü—‘Ü—‘ð1ðT;
ñ, ”u—z‘z�lð-T;
ñ. �Dð/T;
ñ0 œ%Ÿ*™*˜ð1T;
ñ2  Ü—‘Ü—
‘
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Ü—‘Ü—‘ð"ñ3T;
ñ@ 'Ü—‘Ü—‘Ü—‘Ü—
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ð)ðAT;
ñN 'Ü—‘Ü—‘Ü—‘Ü—
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ð)ðOT;
ñ\ 'Ü—‘Ü—‘Ü—‘Ü—
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ð	)ð]T;
ñh 'Ü—‘Ü—
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‘
Ü—‘Ü—‘ð)ðiT;
ñv 2°4ðwT;
ñx 2°4ðyT;
ñz  Ü—‘Ü—‘Ü—
‘
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‘
Ü—‘ð"ð{T;
ñH 'Ü—‘Ü—
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Ü—‘Ü—‘ð)ðIT;
ñV 0°ðWT;
ñX 0Ü—‘Ü—‘Ü—‘Ü—‘Ü—
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ð2ðYT;
ñh 0Ü—‘Ü—‘Ü—‘Ü—‘Ü—
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‘
ð2ðiT;
ñx 0°ðyT;
ñz ,¨Tð{T;
ñ| /´·±°ð}T;
ñ~ 0Ü—
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ð2ðT;
ñL 'Ü—‘Ü—
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ñ\ '¬¯©¨ò]T;
ñ^ '¬¯©¨ð_T;
ñ` )Ü—‘Ü—‘Ü—‘Ü—‘Ü—
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ð+ðaT;
ñp -Ü—‘Ü—‘Ü—‘Ü—‘Ü—
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ð/ðqT;
ñ@ )Ü—‘Ü—‘Ü—‘Ü—‘Ü—
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ð+ðAT;
ñP -Ü—‘Ü—‘Ü—‘Ü—‘Ü—
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ð/ðQT;
ñ` )Ü—‘Ü—‘Ü—‘Ü—‘Ü—
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ð+ðaT;
ñp -Ü—‘Ü—‘Ü—‘Ü—‘Ü—
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ð/ðqT;
ñ@ !Ü—‘Ü—‘Ü—
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Ü—‘ð#ðAT;
ñN .¨tðOT;
ñP 3Ü—
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Ü—‘Ü—‘Ü—‘Ü—‘ð5ðQT;
ñ^ 8Ü—
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Ü—‘Ü—‘Ü—‘ð	:ð_T;
ñj %Ü—‘Ü—‘Ü—‘Ü—‘Ü—
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ð'ðkT;
ñz 2´E·J±J°<ð{T;
ñ| " 4ð}T;
ñ~ " 4ðT;
ñ@ !Ü—‘Ü—‘Ü—‘Ü—
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ð	#ðAT;
ñL %Ü—‘Ü—‘Ü—
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Ü—‘ð'òMT;
ñZ �Tð[T;
ñ\ Ü—‘Ü—
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ñr !¤5§;¡; -ðsT;
ñt % dðuT;
ñv % dðwT;
ñx # DðyT;
ñz ˜tð{T;
ñ| ˜tð}T;
ñ~ ,¨TðT;
ñ@ ,¨TðAT;
ñB  ðCT;
ñD ˜TðET;
ñF ”U—]‘]¤E§N¡NÐ3ðGT;
ñH ˜4ðIT;
ñJ �DðKT;
ñL �$ðMT;
ñN &¬¯© }ñOT;
ñP %¤u§{¡{ mÙ�tÙ�dÙ#Ü—‘Ü—
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Ü—‘Ü—‘Ü—‘Ü—‘ð&ñ ˜4á/°Ù/°à"¤U§[¡[ MØ"¤U§[¡[ MÙ"¤U§[¡[ MØ,¬u¯{©{¨mØ,¬u¯{©{¼E¿N¹NÐ.KØ,Ü—‘Ü—‘Ü—‘ð/ð #Ü—‘Ü—‘Ü—‘Ü—‘Ü—
‘
ð%ñ Ü—‘Ü—‘Ü—‘Ü—‘Ü—
‘
ðñ[T;
Ðñl ˜Ù% tÙ˜$Ù˜dÙ�4ðB
Ð&÷ Ø#×*Ñ*Ð+IÔJñ œEŸM™M˜?ð œUŸ_™_Ð-ñ $¤e§o¡oÐ%6á8Ü—‘Ü—‘Ü—‘ð;ñ œŸ™¤U§[¡[´%·+±+¼u¿{¹{ÐKÙœŸ™¤u§}¡}´e·n±nÐEÙœ5Ÿ=™=¬%¯-©-¼¿¹ÐHáÜ—
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ðñ & tñ 9Ü—‘Ü—‘Ü—‘ð;ðU/7
Ðñv Ü—‘Ü—
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Ü—‘ðñ Ü—
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ÐñB ˜Ù Ø˜Tð �TÙ˜$Ø˜dð
Ðñ$ # Dñ (¬%¯-©-¼¿¹Ð)Hð
ˆ÷	1ò 	1ô ˆBØ—'‘'˜B×0Ñ0Õ0ˆCÙØÜÜ×,Ñ,äŸ™ÜŸ™ðõô	÷ ñ ØÜ Ü ŸšÙRóô "×,Ñ,ð õ	ô
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r   c                ó\   € V ^8„  d   QhR\         \        ,          R\         \        ,          /# ©r	   r
   r   ©r   r   )r   s   "r   r   r   T  s(   € ÷ Dñ D¤8¬FÕ#3ð D¼ÄÕ8Hñ Dr   c                 óú	  € / R \         P                  \         P                  .bR\         P                  .bRRbR\         P                  .bR\         P                  .bRRbR\         P                  \         P                  .bR\         P                  \         P                  .bR	RbR
RbR\         P                  .bR\         P                  .bR\         P                  .bR\         P                  \         P                  .bR\         P                  \         P                  .bR\         P                  \         P                  .bR\         P                  \         P                  .b/ R\         P                  \         P                  .bR\         P                  .bRRbR\         P                  \         P                  .bR\         P                  \         P                  .bR\         P                  \         P                  .bR\         P                  \         P                  .bR\         P                  \         P                  .bR\         P                  \         P                  .bR\         P                  \         P                  .bR\         P                  .bR\         P                  .bR\         P                  .bR\         P                  .bR \         P                  .bR!\         P                  .bR"\         P                  .bCR#\         P                  .R$\         P                  .R%\         P                  .R&\         P                  .R'\         P                  \         P                  .R(RR)R/CpR*\         P                  .R+\         P                  .R,\         P                  .R-\         P                  .R.\         P                  .R/\         P                  .R0\         P                  .R1\         P                  ./pR.\         P                  ./pR2R/pR3 R4 lpV  Få  pVP                  VP                  ,           pWq9   d)   V! V\        \        P                  W,          R57      4       Wt9   d4   \        R68  d)   V! V\        \        P                  WG,          R57      4       Wr9   d)   V! V\        \        P                  W',          R57      4       Ws9   g   K½  V! V\        \        P                  W7,          R57      4       Kç  	  V # )7rÔ   r/  rc   Nrd   re   ÚgeqrfÚunique_consecutiverž   ÚigammaÚigammacz
special.i1zspecial.i1eÚmsortr<  znn.functional.dropout2dznn.functional.dropout3dznn.functional.alpha_dropoutz-nn.functional.feature_alpha_dropoutwith_trainr;  r©   Úfloor_divideÚhistogramddÚ	histogramr×   rð   ra   r�   zsignal.windows.bartlettzsignal.windows.blackmanzsignal.windows.cosinezsignal.windows.exponentialzsignal.windows.gaussianzsignal.windows.general_cosinezsignal.windows.general_hammingzsignal.windows.hammingzsignal.windows.hannzsignal.windows.kaiserzsignal.windows.nuttallrñ   Ú	to_sparseÚuniqueÚtopkr‚   r}   r~   r9  r   r€   r�   rr   c                ó4   € V ^8„  d   QhR\         R\        RR/# rH  rK  )r   s   "r   r   Ú+mps_ops_grad_modifier.<locals>.__annotate__¹  ó!   € ÷ 	1ñ 	1œVð 	1¬ð 	1¸ñ 	1r   c                 ó8   € V P                   V3,           V n         R # rN  ©rO  ©rI  rJ  s   &&r   rP  Ú+mps_ops_grad_modifier.<locals>.addDecorator¹  ó   € ØŸM™M¨Q¨DÕ0ˆBŽMr   rR  rT  )
rU  r]  r\  r_  r`  r   ra  rb  r   rc  )r
   ÚXFAILLIST_GRADÚSKIPLIST_GRADrl  Ú MACOS_BEFORE_15_0_XFAILLIST_GRADrP  rI  ro  s   &       r   Úmps_ops_grad_modifierrŒ  T  s   € ðH
àœ5Ÿ=™=¬%¯-©-Ð8ðH
ð ¤§¡˜ðH
ð )¨$ð	H
ð
 œUŸ]™]˜OðH
ð (¬%¯-©-¨ðH
ð �TðH
ð !¤5§=¡=´%·-±-Ð"@ðH
ð œeŸm™m¬U¯]©]Ð;ðH
ð �dðH
ð �tðH
ð œ5Ÿ=™=˜/ðH
ð œEŸM™M˜?ðH
ð& ”e—m‘m�_ð'H
ð8 $¤e§m¡m´U·]±]Ð%Cð9H
ð: &¬¯©´u·}±}Ð'Eð;H
ð< &¬¯©´u·}±}Ð'Eð=H
ð> *¬E¯M©M¼5¿=¹=Ð+Iñ?H
ð@ <Ü—‘Ü—‘ð>ðAH
ðN œEŸM™M˜?ðOH
ðT ˜DðUH
ðX œUŸ]™]¬E¯M©MÐ:ðYH
ð\ œEŸM™M¬5¯=©=Ð9ð]H
ð` œ%Ÿ-™-¬¯©Ð7ðaH
ðd œŸ™¬¯©Ð6ðeH
ðf ”e—m‘m¤U§]¡]Ð3ðgH
ðj ”U—]‘]¤E§M¡MÐ2ðkH
ðn ”e—m‘m¤U§]¡]Ð3ðoH
ðp &¬¯© ðqH
ðr &¬¯© ðsH
ðt $¤e§m¡m _ðuH
ðv )¬5¯=©=¨/ðwH
ðx &¬¯© ðyH
ðz ,¬e¯m©m¨_ð{H
ð| -¬u¯}©}¨oñ}H
ð~ %¤u§}¡} oØ!¤E§M¡M ?Ø#¤e§m¡m _Ø$¤u§}¡} oØ”E—M‘M¤5§=¡=Ð1à˜à�dñOH
ˆð\ ”U—]‘]�OØ-´·±¨à"¤U§]¡] OØ"¤U§]¡] OØ"¤U§]¡] OØ,¬u¯}©}¨oØ,¬u¯}©}¨oØ,¬u¯}©}¨oð
ˆð" #¤U§]¡] Oð
Ðð ˜$ð,
Ð(õ	1ó ˆBØ—'‘'˜B×0Ñ0Õ0ˆCØÔ$ÙØÜ ¤×!9Ñ!9À.ÕBUÔVôð
 Ô6¼=È4Ô;OÙØÜ Ü ×0Ñ0Ø?ÕDôôð Ô#Ù˜R¤¬h¯m©mÀMÕDVÔ!WÔXàÖ&ÙØÜ Ü ×0Ñ0Ð9IÕ9Nôöñ+ ð8 ˆ
r   c                ó\   € V ^8„  d   QhR\         \        ,          R\         \        ,          /# rs  rt  )r   s   "r   r   r   Ú  s$   € ÷ ñ ¬8´FÕ+;ð ÄÌÕ@Pñ r   c                 ó¶   € 0 RmpR R lpV  FH  pVP                   VP                  ,           pWA9   g   K(  V! V\        \        P                  4      4       KJ  	  V # )Ú__rmod__c                ó4   € V ^8„  d   QhR\         R\        RR/# rH  rK  )r   s   "r   r   Ú3mps_ops_error_inputs_modifier.<locals>.__annotate__ê  rƒ  r   c                 ó8   € V P                   V3,           V n         R # rN  r…  r†  s   &&r   rP  Ú3mps_ops_error_inputs_modifier.<locals>.addDecoratorê  rˆ  r   >	   ÚamaxÚaminÚaminmaxr�  r=  r   Ú	clamp_maxÚ	clamp_minrp   )r_  r`  r   ra  rb  )r
   Ú	XFAILLISTrP  rI  ro  s   &    r   Úmps_ops_error_inputs_modifierrš  Ú  sP   € ò
ˆ	õ	1ó ˆBØ—'‘'˜B×0Ñ0Õ0ˆCØÖÙ˜R¤¬h×.FÑ.FÓ!GÖHñ ð
 ˆ
r   c                ó¤   € V ^8„  d   QhR\         \        ,          R\        R\        \        ,          R,          R\        R\         \        ,          /# r   r   )r   s   "r   r   r   õ  sM   € ÷ ñ Ü”fÕðäðô œc� TÕ)ðô ð	ô
 
”&Õ	ñr   c                 ó   € V # rN  © )r
   r   r   r   s   &&&&r   rq  rq  õ  s	   € ð ˆ
r   )ÚmpsNF)ra  Úcollections.abcr   rU  Úcommon_utilsr   Úopinfo.corer   r   Úbackendsrž  Úis_availablerq  rŒ  rš  r�  r   r   Ú<module>r¤     sL   ðÛ Ý $ã å 'ß -ð 	‡>�>×Ñ×"Ñ"×$Ò$÷FõPD÷L÷6ñ r   