
    ёi{:                        S SK JrJr  SSKJrJrJrJr  SSKJ	r	J
r
JrJrJrJrJr  SSKJr  SSKJrJrJrJrJrJrJrJrJrJrJrJrJrJ r J!r!J"r"J#r#J$r$J%r%J&r&J'r'J(r(J)r)J*r*J+r+J,r,J-r-J.r.J/r/J0r0J1r1J2r2  SSK3J3r3  SSK4J5r5J6r6J7r7J8r8J9r9J:r:J;r;J<r<J=r=J>r>J?r?J@r@JArAJBrBJCrCJDrDJErEJFrFJGrGJHrHJIrIJJrJJKrKJLrLJMrMJNrNJOrOJPrPJQrQJRrRJSrSJTrTJUrUJVrVJWrWJXrXJYrYJZrZJ[r[J\r\J]r]J^r^J_r_J`r`JaraJbrb  SS	KcJdrdJereJfrfJgrgJhrhJiriJjrjJkrkJlrlJmrmJnrnJoroJprpJqrqJrrrJsrsJtrtJuruJvrvJwrwJxrxJyryJzrzJ{r{J|r|J}r}J~r~JrJrJrJrJrJrJrJrJrJrJrJrJr  SS
KJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJr  SSKJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrJrGJ Gr GJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJ	Gr	GJ
Gr
GJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJ Gr GJ!Gr!GJ"Gr"GJ#Gr#GJ$Gr$GJ%Gr%GJ&Gr&GJ'Gr'GJ(Gr(GJ)Gr)GJ*Gr*GJ+Gr+GJ,Gr,GJ-Gr-GJ.Gr.GJ/Gr/GJ0Gr0GJ1Gr1GJ2Gr2GJ3Gr3GJ4Gr4GJ5Gr5GJ6Gr6GJ7Gr7GJ8Gr8GJ9Gr9GJ:Gr:GJ;Gr;GJ<Gr<GJ=Gr=GJ>Gr>GJ?Gr?GJ@Gr@GJAGrAGJBGrBGJCGrCGJDGrDGJEGrEGJFGrFGJGGrGGJHGrHGJIGrIGJJGrJGJKGrKGJLGrLGJMGrMGJNGrNGJOGrOGJPGrPGJQGrQGJRGrRGJSGrSGJTGrTGJUGrUGJVGrVGJWGrWGJXGrXGJYGrYGJZGrZGJ[Gr[GJ\Gr\GJ]Gr]GJ^Gr^GJ_Gr_GJ`Gr`GJaGraGJbGrbGJcGrcGJdGrdGJeGreGJfGrfGJgGrgGJhGrhGJiGriGJjGrjGJkGrkGJlGrlGJmGrmGJnGrnGJoGroGJpGrpGJqGrqGJrGrrGJsGrsGJtGrtGJuGruGJvGrvGJwGrwGJxGrxGJyGryGJzGrzGJ{Gr{GJ|Gr|GJ}Gr}GJ~Gr~GJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGr  SSGKGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGr  SSGKGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGr  SSGKGJGrGJGrGJGrGJGrGJGrGJGrGJGrGJGr  SSGKGJGr  G\GrG\ GrG\nGr\Gr\`Gr\`GrG\	Gr\rGr\Gr\Gr\Gr\~Gr\uGr\yGrG\GrG\GrG\
Gr/ SQGr/ SQGrg)   )istftstft   )array_length
array_readarray_writecreate_array)imag
is_complexis_floating_point
is_integerrankrealshape)softmax) MmapStoragearangecauchy_complexcreate_parametercreate_tensordiag
diag_embeddiagflatempty
empty_likeeyefill_constantfull	full_like
geometric_linspacemeshgridones	ones_likepolarrangeresize_set_split_with_sizes	to_tensortriltril_triutriu_zeros
zeros_like)einsum).bincountbmmcdistcholeskycholesky_inversecholesky_solvecondcorrcoefcovcrossdiagonaldistdoteigeigheigvalseigvalsh	histogramhistogram_bin_edgeshistogramddhouseholder_productlstsqlulu_solve	lu_unpackmatmulmatrix_powermatrix_transpose	multi_dotmvnormormqrpca_lowrankpermutepinvqrslogdetsolvesvdsvd_lowranksvdvalstt_	transpose
transpose_vecdot)(__rand____ror____rxor__allclosebitwise_andbitwise_and_bitwise_invertbitwise_invert_bitwise_notbitwise_not_
bitwise_orbitwise_or_bitwise_xorbitwise_xor_equalequal_	equal_allgreater_equalgreater_equal_greater_thangreater_than_gtis_empty	is_tensoriscloseless_
less_equalless_equal_	less_than
less_than_logical_andlogical_and_logical_notlogical_not_
logical_orlogical_or_logical_xorlogical_xor_	not_equal
not_equal_)S
as_complexas_real
as_strided
atleast_1d
atleast_2d
atleast_3d
block_diagbroadcast_tensorsbroadcast_tocastcast_chunkcolumn_stackconcatdiagonal_scatterdsplitdstackexpand	expand_asflattenflatten_flipr   gather	gather_ndhsplithstack	index_add
index_add_
index_fillindex_fill_	index_put
index_put_masked_fillmasked_fill_masked_scattermasked_scatter_moveaxisnarrowput_along_axisput_along_axis_ravelrepeatrepeat_interleavereshapereshape_rollrot90	row_stackscatterscatter_scatter_addscatter_add_
scatter_ndscatter_nd_addscatter_reduceselect_scattershard_indexsliceslice_scattersplitsqueezesqueeze_stackstrided_slicetake_along_axistensor_split	tensordottileunbind	unflattenunfolduniqueunique_consecutive	unsqueeze
unsqueeze_unstackviewview_asview_as_complexview_as_realvsplitvstack)
__lshift____rlshift____rrshift__
__rshift__absabs_acosacos_acoshacosh_addadd_add_naddmmaddmm_allamaxaminangleanyasinasin_asinhasinh_atanatan2atan_atanhatanh_baddbmmbaddbmm_bitwise_left_shiftbitwise_left_shift_bitwise_right_shiftbitwise_right_shift_broadcast_shapebroadcast_shapescartesian_prodceilceil_clipclip_combinationsconjcopysign	copysign_coscos_coshcosh_count_nonzerocummaxcummincumprodcumprod_cumsumcumsum_cumulative_trapezoiddeg2raddiffdigammadigamma_dividedivide_erferfinverfinv_expexp_expm1floorfloor_floor_dividefloor_divide_	floor_mod
floor_mod_fmaxfminfracfrac_frexpgammainc	gammainc_	gammaincc
gammaincc_gammalngammaln_gcdgcd_	heavisidehypothypot_i0i0_i0ei1i1e	incrementinnerinverseisfiniteisinisinfisnanisneginfisposinfisrealkronlcmlcm_ldexpldexp_lerplerp_lgammalgamma_loglog1plog1p_log2log2_log10log10_log_	logaddexplogcumsumexplogitlogit_	logsumexpmaxmaximumminminimummmmodmod_mulmultigammalnmultigammaln_	multiplexmultiply	multiply_
nan_to_numnan_to_num_nanmeannansumnegneg_negative	nextafterouter	polygamma
polygamma_positivepowpow_prodrad2deg
reciprocalreciprocal_	reduce_as	remainder
remainder_renormrenorm_roundround_rsqrtrsqrt_scalescale_sgnsigmoidsigmoid_signsignbitsinsin_sincsinc_sinhsinh_sqrtsqrt_squaresquare_stanhsubtract	subtract_sumtaketantan_tanhtanh_trace	trapezoidtrue_dividetrunctrunc_vander)
bernoulli_binomialexponential_
log_normallog_normal_multinomialnormalnormal_poissonrand	rand_likerandintrandint_likerandn
randn_likerandom_randpermstandard_normaluniformuniform_)argmaxargminargsortargwhere	bucketizeindex_sampleindex_selectkthvaluemasked_selectmodemsortnonzerosearchsortedsorttop_p_samplingtopkwherewhere_)meanmedian	nanmediannanquantilenumelquantilestdvar)set_printoptions(  r   r   rR   rL   r?   r;   r:   rQ   r9   r^   r   r!   rH   r>   r\   r]   r<   r6   r7   r4   rD   rE   rF   r3   rP   rM   rN   rV   rG   rS   rZ   rB   rC   r   r   r   r   r   r   r   r  r  r	  r  r  r  r  r  r  r  rX  rY  rZ  r  r  r   r!  r"  r<  rW  rO  rV  rR  rS  rT  rU  r[  rf  ru  rv  rw  ry  rz  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r{  rd  re  ri  rj  r5  r6  rl  rk  r   r  r  r  r   r\  r   r]  r^  r   r_  r'  r(  r`  r=  rq  r  r  divdiv_subsub_r  r#  r$  r|  r}  ra  rb  r%  r&  rg  rh  rc  mul_r   r   r  r  r>  rP  rQ  r  r   r   r   r   r  r  r  rF  r  r?  r@  rA  rB  rC  rD  rE  r   r   r  rm  rn  ro  rM  rN  r.  r/  r,  r-  ro   rp   rq   rr   rs   rt   ru   rw   r{   r|   r}   r~   lessrz   r   r   r   r   r   r   r   r   r   r   r   rd   ry   rx   r   r   r   r   r   r   r   r   r   r   r   r   r   reverser   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r^   swapaxesswapdimsr_   rT   r   r!   r  r   r   r   r   r   r   r   r   r   r   r   r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r   r   r   r   r   r
   r   r0  r1  r  r  r=   r  r  r)  r*  re   rf   rk   rl   rm   rn   ri   rj   rg   rh   r   r@   r  r  rO   rX   r8   rW   triangular_solver   r   r   r   rI   rK   r5   r   r   r   r   rx  r  r2  r3  rG  rH  r  r  rK  rL  r  r  r   r   r   r   take_along_dimr   r   r   r   r   r  r  r4  r   r   r   r   r   r  r  r  r+  rI  rJ  r  r  r&   r  r  r  rp  r   r   r   r   r   r7  r8  r9  r:  r;  rr  rs  r   r   r   r   r   r  rU   r~  r  r  r  r,   r-   r.   r/   r   r   r   r   r   r
  r  r  r  r  r   r   r   r  r  r  r  r   r   r   r   r   r   r   r   r   r   r   r   r  r  r  r)   r(   r  r   eqneltlegerv   greaterclampclamp_r*   ))__and__re   )ra   ra   )__or__rk   )rb   rb   )__xor__rm   )rc   rc   )
__invert__ri   )__pos__rt  )r   r   )r   r   )r   r   )r   r   N(  signalr   r   arrayr   r   r   r	   	attributer
   r   r   r   r   r   r   compat_softmaxr   creationr   r   r   r   r   r   r   r   r   r   r   r   r   r   r    r!   r"   r#   r$   r%   r&   r'   r(   r)   r*   r+   r,   r-   r.   r/   r0   r1   r2   linalgr3   r4   r5   r6   r7   r8   r9   r:   r;   r<   r=   r>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   rI   rJ   rK   rL   rM   rN   rO   rP   rQ   rR   rS   rT   rU   rV   rW   rX   rY   rZ   r[   r\   r]   r^   r_   r`   logicra   rb   rc   rd   re   rf   rg   rh   ri   rj   rk   rl   rm   rn   ro   rp   rq   rr   rs   rt   ru   rv   rw   rx   ry   rz   r{   r|   r}   r~   r   r   r   r   r   r   r   r   r   r   manipulationr   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r  r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   mathr   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r  r  r  r  r  r  r  r  r	  r
  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r   r!  r"  r#  r$  r%  r&  r'  r(  r)  r*  r+  r,  r-  r.  r/  r0  r1  r2  r3  r4  r5  r6  r7  r8  r9  r:  r;  r<  r=  r>  r?  r@  rA  rB  rC  rD  rE  rF  rG  rH  rI  rJ  rK  rL  rM  rN  rO  rP  rQ  rR  rS  rT  rU  rV  rW  rX  rY  rZ  r[  r\  r]  r^  r_  r`  ra  rb  rc  rd  re  rf  rg  rh  ri  rj  rk  rl  rm  rn  ro  rp  rq  rr  rs  rt  ru  rv  rw  rx  ry  rz  r{  r|  r}  r~  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  randomr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  searchr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  statr  r  r  r  r  r  r  r  	to_stringr  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  tensor_method_funcmagic_method_func     V/var/www/html/banglarbhumi/venv/lib/python3.13/site-packages/paddle/tensor/__init__.py<module>r     s}      /! ! ! ! ! ! ! ! !D / / / / / / / / / / / /`) ) ) ) ) ) ) ) ) ) )TT T T T T T T T T T T T T T T T T T T T T TjJ J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J J JV          ,         (	 	 	 	 	 ( '  

	p h r  