uki_2UddlZddlZddlZddlZddlZddlZddlZddlmZ ddl m Z ddl m Zddl mZddl mZddlmZddlmZddlZej.eZgaeeed <d eed dfd Zd,d Zd eefdZ d efdZ!GddejDZ#de#jHfdejJdejLdejNdejPdede#d efdZ)defdZ*dejJde#fdZ+dejJde#d e,fdZ-dejJde#d e,fd Z.de#fd!Z/dejLd dfd"Z0d#ejLfd$Z1gd%Z2e2Dchc]}|jgd&c}Z4 d-d'Z5d(Z6d)eefd*Z7d+Z8ycc}w).N)cast)config) version_str)_jax) xla_client)ir) passmanager_extra_flag_prefixes flag_prefixesreturnct|z ay)zFAdd flag prefixes to include in the cache key. Call prior to get(). Nr )r s M/home/cdr/jupyterlab/.venv/lib/python3.12/site-packages/jax/_src/cache_key.pyadd_flag_prefixesr%s-'cgay)z4Clear flag prefixes added by add_flag_prefixes(). Nrrrclear_flag_prefixesr,s rctS)z5Return flag prefixes added by add_flag_prefixes(). rrrrget_flag_prefixesr3s  rcy)zCustom hook for any addition to the cache key. The custom hook will be called every time get() is called and can be defined to return a string that will be hashed into the cache key. rrrr custom_hookr9s rcreZdZejZejZejZy)IgnoreCallbacksN)__name__ __module__ __qualname__enumautoNOALLCUSTOM_PARTITIONINGrrrrrBs*tyy{" #! rr zstandardmoduledevicescompile_optionsbackendcompression_algorithmignore_callbacksc dfdfddfdfdfddfd fd fd fd fd fdfddfg}tj}|D]\}} | |t||| jjd} t j | j} | dz|jjzS)aCreates a hashed string to use as a key to the compilation cache. Creates a cache key that is a hex-encoded string of a unique hash based on the arguments. The hex-encoded string is 256 characters long. Args: module: the input program devices: an array of accelerator devices that the program will run on compile_options: options passed to the XLA compiler backend: description of the platform (e.g., TPU version) compression_algorithm: a string representing the compression algorithm used for the executable before persisting in the cache ignore_callbacks: whether to remove the all callback pointer from the computation. Typical return value example: 'jit__psum-14ac577cdb2ef6d986078b4054cc9893a9a14a16dbb0d8f37b89167c1f1aacdf' computationct|SN)_hash_computation)hash_objr*r%s rzget..hs, 0 rzjax_lib versionc\|jttjdSNzutf-8)updatebytesjaxlib_version_strencoder0s rr1zget..ns#8??&--g67 rzbackend versionct|Sr.)_hash_platformr0r(s rr1zget..ts>(G<rz XLA flagsc*t|tSr.)_hash_xla_flagsrr8s rr1zget..xs?85F5HIrr'c:t|jdk(S)Ngpu)strip_device_assignment) _hash_serialized_compile_optionsplatform)r0r(r's rr1zget..|s#;(/'7'75'@  raccelerator_configct|Sr.)_hash_accelerator_config)r0r&s rr1zget..s3HgFr compressionct|Sr.) _hash_string)r0r)s rr1zget..s<2GHrrc*t|tSr.)rHrr8s rr1zget..s|Hkm'Lrsym_name-) hashlibsha256_log_cache_key_hash operation attributesr StringAttrvaluedigesthex) r%r&r'r(r)r*entriesr0namehashfnrJ module_names `````` rgetrYKs8      <  I     F  HLMO( 'T^^ (0ldF 8$/0   ( ( 4( h'--+ s X__.224 44rlast_serializedcPtjtjrt j }||tj d||jjtj d||jjyy)Nz'get_cache_key hash of serialized %s: %sz+get_cache_key hash after serializing %s: %s) logger isEnabledForloggingDEBUGrLrMdebugrSrT)r0rZrWfresh_hash_objs rrNrNs{ '^^%N > LL1##%  LL5(rmcdtjdtjffd }tjk(r|S|j j ||S)zvRemoves callback pointers from precompiled IR. Python function pointers are not deterministic across executions. opr c\|jdk(rtjk(r(|jdjj ds|jdjdk(r,t jjd|jd<t jjS)Nzstablehlo.custom_callcall_target_namecallbackCustomSPMDPartitioningREMOVEDbackend_config) rVrr"rPrRendswithrrQrY WalkResultADVANCE)rdr*s r_update_bc_attributez/_remove_callbacks.._update_bc_attributes ww))  3 3 3 0177@@L ==+ , 2 26N N(* (9(9)(Dbmm$% ==  r)r Operationrlrr!rOwalk)rbr*rns ` r_remove_callbacksrqsK !r|| ! !+++ H++'( (rc tj}|tjk7r>PPR-7-H-H-O-O -"334<< + , ..* -??A BB/s?Fc\t||jt||jyr.)rHrBplatform_versionr;s rr:r:Ns"x))*x112rextra_flag_prefixesc@g}tjd}|r|j|jtjd}|r|j|jtj D]9j dstfd|Ds)|j;t|D]U}|jddtvrtjd|4tjd|t||Wy) N XLA_FLAGSLIBTPU_INIT_ARGSz--xlac3@K|]}j|ywr.) startswith).0pargs r z"_hash_xla_flags..^s&q&s=rz'Not including XLA flag in cache key: %sz#Including XLA flag in cache key: %s)osgetenvextendsplitsysargvranyrsorted#xla_flags_to_exclude_from_cache_keyr\r`rH)r0r xla_flagsxla_flags_env_varlibtpu_init_args_env_varflagrs @rr=r=Ss)ii , &,,./YY'9: -3356 XXc ~~g#&#6&#s Y!d zz#q@@ llrs   $:# /   8 $"$d3i$(T#Y(4(49  S $dll$"-(7(:(: J5 IIJ5 ZZJ5 ..J5   J5  J5 & J5 J5Z3$  o .RYY/e .  .-< .  . / /RZZ/D/ *RZZ*"'#8>0AGGCL0, >C6Cr3 !49!43{0sF