vh  BdZddlmZddlmZddlZddlmZddlmZddlm Z ddl m Z dd lmZdd lmZdd lmZdd lmZmZmZeecZZeecZZdd ddej8dedeej<gefdej8fdZdefdZ dedefdZ!defdZ"defdZ#y)z)Utilities for tracing stateful functions.)partial)CallableN)core)dtypes) linear_util) partial_eval AbstractRef)ref_get) DTypeLike)safe_mapsafe_zip split_listct|S)Nr )avals O/opt/face_recognition/venv/lib/python3.12/site-packages/jax/_src/state/utils.pyr%s R]^bRc)indexmake_abstract_refjaxprrrreturnc$ jsSjDcgc]}t|jtc} t jDcgc]%\}}|r |jn||j'c}} j Dcgc]}|j}} |  fd}t jtj|j|\}}} \| rJd|Scc}wcc}}wcc}w)aHoists the constants in the given jaxpr into invars. Args: jaxpr: The jaxpr. index: The index where the invars for the constants should be inserted. By default, the new invars are inserted *before* any existing invars. make_abstract_ref: a callable to construct an AbstractRef, or subtype thereof, from a constant AbstractValue. Returns: A new jaxpr where the constants were hoisted into invars as ``Ref``s. ct|tg\}}}t|Dcgc]\}}|r|n t|d}}}t j |g||Scc}}w)N)rlenzipr r eval_jaxpr) consts_argsargs0 all_constsargs1is_refc const_avalsr is_const_refrs r_hoistz$hoist_consts_to_refs.._hoist@s|)eS-. E:u \:6 FAB'J ??5* =u =u == sA") debug_infoz-All consts should have been converted to refs) constvars isinstancerr rinvarspetrace_to_jaxpr_dynamiclu wrap_initr() rrrvarr#in_avalsr' hoisted_jaxpr_constsr%r&s `` @@rhoist_consts_to_refsr5!s$  L49??,/j;', \5??; &#chh/99+#(,, /3chh /( /%(5 >"$!:!:ll6e&6&67"C-FB DDD 10s!D*DD ctj|}t|tjurt d|t |S)Nzcan't make ref from )rget_avaltype ShapedArray TypeErrorr )xrs rval_to_ref_avalr<Qs@ q $ $Zt''' *1#. // T rdtypectj|drtj|jStj|j dzS)Nintegral)risdtypeiinfobitsr=itemsizer=s rdtype_bitwidthrFXs? ^^E:& <<  # ## e  % % ))rc$t|j}t|}t|j}||k7r2t |dkr t d|d|z|zdk7r t d|d|z|z|d<||krJ||z}|jg|jdd|jd|z|djdd}tjj||}||kDr!|jddj|}|S)Nz5Bitcast 1D ref with bitwidth change is not supported.rzlExpected input and output shapes are the same after multiplying the second-minor dimension by the bitwidths.) rFr=listshaperNotImplementedError ValueErrorreshapeswapaxesjaxlaxbitcast_convert_type)r;r= x_bitwidth y_bitwidthrLratioys rbitcastrX^s(agg&*e$* qww-%: 5zA~  A  Ry: *a/  : Bi*$ 2%)* * $E A1773B<A!5AuAbAJJ B A gg""1e,!* 2r""5)A (rctt|}tj|tj|j |j j S)NrE)rrXrQ eval_shapeShapeDtypeStructrLr=)r;r=fs reval_bitcast_shaper]ys: gU#! 3//A B H HHr)$__doc__ functoolsrtypingrrQjax._srcrrrr.jax._src.interpretersrr,jax._src.stater jax._src.state.primitivesr jax._src.typingr jax._src.utilr rrmap unsafe_mapr unsafe_zipJaxprint AbstractValuer5r<rFrXr]rrrrms0 &4&-%88CZCZ Ec - ::- - !3!3 4k AB -  ZZ -`+*)**  i 6IIr