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Z
mZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZm Z m!Z!m"Z"m#Z#m$Z$m%Z%m&Z&m'Z'm(Z(m)Z)m*Z*m+Z+m,Z,m-Z-m.Z.m/Z/m0Z0m1Z1m2Z2m3Z3m4Z4m5Z5m6Z6m7Z7m8Z8m9Z9m:Z:m;Z;m<Z<m=Z=m>Z>m?Z?m@Z@mAZAmBZBmCZCmDZDmEZEmFZFmGZGmHZHmIZImJZJmKZKmLZLmMZMmNZNmOZOmPZPmQZQmRZRmSZSmTZTmUZUmVZVmWZWmXZXmYZYmZZZm[Z[m\Z\m]Z]m^Z^m_Z_m`Z`maZambZbmcZcmdZdmeZemfZfmgZgmhZhmiZimjZjmkZkmlZlmmZmmnZnmoZompZpmqZqmrZrmsZsmtZtmuZumvZvmwZwmxZxmyZymzZzm{Z{m|Z|m}Z}m~Z~mZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZ d dlmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZ d dlmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZm Z mZmZmZmZ d dlmZmZmZm	Z	m
Z
mZmZmZmZmZmZmZ d dlmZmZmZmZmZmZmZmZmZ d dlmZmZmZm Z m!Z!m"Z"m#Z#m$Z$m%Z%m&Z&m'Z'm(Z(m)Z)m*Z*m+Z+m,Z,m-Z-m.Z.m/Z/m0Z0m1Z1m2Z2m3Z3m4Z4m5Z5 d dl6m7Z7m8Z8 d dl9m:Z:m;Z;m<Z<m=Z=m>Z>m?Z?m@Z@mAZAmBZBmCZCmDZDmEZEmFZFmGZGmHZHmIZImJZJmKZKmLZL d d	lMmNZNmOZO d d
lPmQZQmRZRmSZS d dlTmUZU d dlVmWZW d dlXmYZY d dlXmZZZ d dl[m\Z\ ddiZ]d dl^m_Z`  e`eae]          Zb[`dS )    )DotDimensionNumbers	PrecisionPrecisionLikeRandomAlgorithmRoundingMethodabsabs_pacosacos_pacoshacosh_paddadd_p	after_allafter_all_pand_pargmaxargmax_pargminargmin_pasinasin_pasinhasinh_patanatan_patan2atan2_patanhatanh_pbatch_matmulbitcast_convert_typebitcast_convert_type_pbitwise_andbitwise_not
bitwise_orbitwise_xor	broadcastbroadcast_in_dimbroadcast_in_dim_pbroadcast_shapesbroadcast_to_rankbroadcasted_iotacbrtcbrt_pceilceil_pclampclamp_pclzclz_pcollapsecomplex	complex_pconcatenateconcatenate_pconjconj_pconvert_element_typeconvert_element_type_pcopy_pcoscos_pcoshcosh_pcreate_tokencreate_token_pdivdiv_pdotdot_generaldot_general_pdtypeeqeq_peq_to_pexpexp_pexp2exp2_pexpand_dimsexpm1expm1_pfloorfloor_pfull	full_likegege_pgtgt_pimagimag_pinfeedinfeed_pinteger_powinteger_pow_piotaiota_p	is_finiteis_finite_plele_ple_to_ploglog1plog1p_plog_plogistic
logistic_pltlt_plt_to_pmaxmax_pminmin_pmulmul_pnene_pnegneg_p	nextafternextafter_pnot_por_poutfeed	outfeed_ppadpad_ppadtype_to_padspopulation_countpopulation_count_ppowpow_p
ragged_dotrealreal_p
reciprocalreducereduce_and_preduce_max_preduce_min_preduce_or_preduce_preduce_precisionreduce_precision_preduce_prod_preduce_sum_preduce_xor_premrem_preshape	reshape_prevrev_prng_bit_generatorrng_bit_generator_prng_uniformrng_uniform_proundround_prsqrtrsqrt_pselectselect_n
select_n_p
shift_leftshift_left_pshift_right_arithmeticshift_right_arithmetic_pshift_right_logicalshift_right_logical_psignsign_psinsin_psinhsinh_psortsort_key_valsort_psqrtsqrt_psquaresqueeze	squeeze_pstop_gradientsubsub_ptantan_ptanhtanh_ptop_ktop_k_p	transposetranspose_pxor_pzeros_like_array)
bessel_i0ebessel_i0e_p
bessel_i1ebessel_i1e_pbetaincdigamma	digamma_perferfcerfc_perf_inv	erf_inv_perf_pigammaigammac	igammac_pigamma_grad_aigamma_grad_a_pigamma_plgammalgamma_p	polygammapolygamma_prandom_gamma_gradrandom_gamma_grad_pregularized_incomplete_beta_pzetazeta_p)GatherDimensionNumbersGatherScatterModeScatterDimensionNumbersdynamic_index_in_dimdynamic_slicedynamic_slice_in_dimdynamic_slice_pdynamic_update_index_in_dimdynamic_update_slicedynamic_update_slice_in_dimdynamic_update_slice_pgathergather_pindex_in_dim
index_takescatterscatter_applyscatter_addscatter_add_pscatter_maxscatter_max_pscatter_minscatter_min_pscatter_mulscatter_mul_p	scatter_psliceslice_in_dimslice_p)ConvDimensionNumbers"ConvGeneralDilatedDimensionNumbersconvconv_dimension_numbersconv_general_dilatedconv_general_dilated_pconv_general_permutationsconv_general_shape_tupleconv_shape_tupleconv_transposeconv_transpose_shape_tupleconv_with_general_padding)	reduce_windowreduce_window_max_preduce_window_min_preduce_window_preduce_window_shape_tuplereduce_window_sum_pselect_and_gather_add_pselect_and_scatter_pselect_and_scatter_add_p)associative_scancondcond_pcumlogsumexpcumlogsumexp_pcummaxcummax_pcummincummin_pcumprod	cumprod_pcumsumcumsum_pcustom_linear_solvecustom_root	fori_looplinear_solve_pmapscan	scan_bindscan_pswitch
while_loopwhile_pplatform_dependent)fftfft_p)
all_gatherall_gather_p
all_to_allall_to_all_p
axis_indexaxis_index_p
pbroadcastpmaxpmax_ppmeanpminpmin_pppermute
ppermute_ppshufflepsumpsum_ppsum_scatter	pswapaxes)conv_general_dilated_localconv_general_dilated_patches)approx_max_kapprox_min_kapprox_top_k_p)stop_gradient_p)linalg)with_sharding_constraint)sharding_constraint_p)device_put_ptie_in)zhjax.lax.tie_in is deprecated: it has been a no-op since JAX v0.2.0. Replace z = tie_in(x, y) with z = y.N)deprecation_getattrN(c  jax._src.lax.laxr   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$   r%   r&   r'   r(   r)   r*   r+   r,   r-   r.   r/   r0   r1   r2   r3   r4   r5   r6   r7   r8   r9   r:   r;   r<   r=   r>   r?   r@   rA   rB   rC   rD   rE   rF   rG   rH   rI   rJ   rK   rL   rM   rN   rO   rP   rQ   rR   rS   rT   rU   rV   rW   rX   rY   rZ   r[   r\   r]   r^   r_   r`   ra   rb   rc   rd   re   rf   rg   rh   ri   rj   rk   rl   rm   rn   ro   rp   rq   rr   rs   rt   ru   rv   rw   rx   ry   rz   r{   r|   r}   r~   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   jax._src.lax.specialr   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   jax._src.lax.slicingr   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r   r  r  r  r  jax._src.lax.convolutionr  r  r  r  r	  r
  r  r  r  r  r  r   jax._src.lax.windowed_reductionsr  r  r  r  r  r  r  r  r  jax._src.lax.control_flowr  r  r  r  r  r  r   r!  r"  r#  r$  r%  r&  r'  r(  r)  r*  r+  r,  r-  r.  r/  r0  r1  r2  jax._src.lax.fftr3  r4  jax._src.lax.parallelr5  r6  r7  r8  r9  r:  r;  r<  r=  r>  r?  r@  rA  rB  rC  rD  rE  rF  rG  jax._src.lax.otherrH  rI  jax._src.lax.annrJ  rK  rL  jax._src.ad_utilrM  jax.laxrN  jax._src.pjitrO  rP  jax._src.dispatchrQ  _deprecationsjax._src.deprecationsrS  _deprecation_getattr__name____getattr__     P/var/www/html/nettyfy-visnx/env/lib/python3.11/site-packages/jax/lax/__init__.py<module>rj     s  $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 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 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 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 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                                                           <                                                             >                           
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                                                     6                                                *                
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