ukiddlmZddlmZddlmZddlm Z m Z m Z m Z m Z mZmZmZmZmZmZmZmZmZmZmZmZmZmZmZmZiddej<fddej>fd d ej@fd d ejBfd dejDfddejFfddejHfddejJfddejLfddejNfddejPfddejRfddejTfdd ejVfd!d"ejXfd#d$ejZfd%d&ej\fd'ej^fd(ej`fd)ejbfd*ejdfd+ejffd,ejhfd-Z5dd.l6Z6e6jnrej>Zej@Z ejBZ!ejDZ"ejFZ#ejHZ$ejJZ%ejLZ&ejNZ'ejPZ(ejRZ)ejTZ*ejVZ+ejXZ,ejZZ-ej\Z.ej^Z/ej`Z0ejbZ1ejdZ2ejfZ3ejhZ4ej<Z[6y.dd/l8m9Z:e:e;e5Z<[:[6y.)0) annotations)ad_util)ad)JVPTrace JVPTracerUndefinedPrimalZero add_jaxvals add_jaxvals_p add_tangents defbilineardefjvpdefjvp2 deflinear deflinear2get_primitive_transposeinstantiate_zerosis_undefined_primaljvp linearizeprimitive_jvpsprimitive_transposesreducing_transposeszeros_like_aval zeros_like_pz_jax.interpreters.ad.zeros_like_p is deprecated in JAX v0.7.1. It has been unused since v0.4.24.bilinear_transposez5jax.interpreters.ad.bilinear_transpose is deprecated.call_param_updatersz6jax.interpreters.ad.call_param_updaters is deprecated.call_transposez1jax.interpreters.ad.call_transpose is deprecated.call_transpose_param_updatersz@jax.interpreters.ad.call_transpose_param_updaters is deprecated. custom_lin_pz/jax.interpreters.ad.custom_lin_p is deprecated. defjvp_zeroz.jax.interpreters.ad.defjvp_zero is deprecated.f_jvp_traceablez2jax.interpreters.ad.f_jvp_traceable is deprecated. jvp_jaxprz,jax.interpreters.ad.jvp_jaxpr is deprecated. jvp_subtracez/jax.interpreters.ad.jvp_subtrace is deprecated.jvp_subtrace_auxz3jax.interpreters.ad.jvp_subtrace_aux is deprecated.jvpfunz)jax.interpreters.ad.jvpfun is deprecated. linear_jvpz-jax.interpreters.ad.linear_jvp is deprecated.linear_transposez3jax.interpreters.ad.linear_transpose is deprecated.linear_transpose2z4jax.interpreters.ad.linear_transpose2 is deprecated. map_transposez0jax.interpreters.ad.map_transpose is deprecated.nonzero_outputsz2jax.interpreters.ad.nonzero_outputs is deprecated.z:jax.interpreters.ad.nonzero_tangent_outputs is deprecated.z4jax.interpreters.ad.rearrange_binders is deprecated.z/jax.interpreters.ad.standard_jvp is deprecated.z0jax.interpreters.ad.standard_jvp2 is deprecated.z,jax.interpreters.ad.traceable is deprecated.z+jax.interpreters.ad.zero_jvp is deprecated.)nonzero_tangent_outputsrearrange_binders standard_jvp standard_jvp2 traceablezero_jvpN)deprecation_getattr)= __future__rjax._srcr _src_ad_utiljax._src.interpretersr_src_adjax._src.interpreters.adrrrr r r r r rrrrrrrrrrrrrrrrrrr r!r"r#r$r%r&r'r(r)r*r+r,r-r.r/r0r1 _deprecationstyping TYPE_CHECKINGjax._src.deprecationsr2_deprecation_getattr__name__ __getattr__N/home/cdr/jupyterlab/.venv/lib/python3.12/site-packages/jax/interpreters/ad.pyrCs$#,/2^i!!^ ?"" ^@##^;^$$J--&%^,9-^485^<<=^D6E^L9M^T=  U^\ 3]^d7e^l=  m^t>!!u^|:}^D<E^N E''  ?!! : ; 7 6u^ @ 1133)).")"G"G%%,##+++/)%%,-- >>&!!*--//''-++/#;;//%%,''-)   (**,  P$X}=+ rA