
    fTh<                     H   S SK JrJr   " S S\S9r " S S\S9r " S S\S9r " S	 S
\S9r " S S\S9r " S S\S9r " S S\S9r	 " S S\S9r
 " S S\S9r " S S\S9r " S S\S9r " S S\S9r " S S\S9r " S S\S9r " S S \S9r " S! S"\S9r " S# S$\S9r " S% S&\S9r " S' S(\S9r " S) S*\S9r " S+ S,\S9r " S- S.\S9r " S/ S0\S9r " S1 S2\S9r " S3 S4\S9r " S5 S6\S9r " S7 S8\S9r " S9 S:\S9r " S; S<\S9r " S= S>\S9r  " S? S@\S9r! " SA SB\S9r" " SC SD\S9r# " SE SF\S9r$ " SG SH\S9r% " SI SJ\S9r& " SK SL\S9r' " SM SN\S9r( " SO SP\S9r) " SQ SR\S9r* " SS ST\S9r+ " SU SV\S9r, " SW SX\S9r- " SY SZ\S9r. " S[ S\\S9r/ " S] S^\S9r0 " S_ S`\S9r1 " Sa Sb\S9r2 " Sc Sd\S9r3 " Se Sf\S9r4 " Sg Sh\S9r5 " Si Sj\S9r6 " Sk Sl\S9r7 " Sm Sn\S9r8 " So Sp\S9r9 " Sq Sr\S9r: " Ss St\S9r; " Su Sv\S9r< " Sw Sx\S9r= " Sy Sz\S9r> " S{ S|\S9r? " S} S~\S9r@ " S S\S9rA " S S\S9rB " S S\S9rC " S S\S9rD " S S\S9rE " S S\S9rF " S S\S9rG " S S\S9rH " S S\S9rI " S S\S9rJ " S S\S9rK " S S\S9rL " S S\S9rM " S S\S9rNS rOS rP " S S\S9rQSrRS rS " S S\S9rT " S S\S9rU " S S\S9rVS rWS rXS rYS rZS r[S r\S r]S r^S r_ " S S\S9r`S raS rb " S S\S9rcS rd " S S\S9reg)   )DummyObjectrequires_backendsc                        \ rS rSrS/rS rSrg)Cache   torchc                     [        U S/5        g Nr   r   selfargskwargss      [/var/www/auris/envauris/lib/python3.13/site-packages/transformers/utils/dummy_pt_objects.py__init__Cache.__init__       $	*     N__name__
__module____qualname____firstlineno__	_backendsr   __static_attributes__r   r   r   r   r          	I+r   r   )	metaclassc                        \ rS rSrS/rS rSrg)CacheConfig   r   c                     [        U S/5        g r
   r   r   s      r   r   CacheConfig.__init__   r   r   r   Nr   r   r   r   r    r       r   r   r    c                        \ rS rSrS/rS rSrg)DynamicCache   r   c                     [        U S/5        g r
   r   r   s      r   r   DynamicCache.__init__   r   r   r   Nr   r   r   r   r%   r%      r   r   r%   c                        \ rS rSrS/rS rSrg)EncoderDecoderCache   r   c                     [        U S/5        g r
   r   r   s      r   r   EncoderDecoderCache.__init__   r   r   r   Nr   r   r   r   r*   r*      r   r   r*   c                        \ rS rSrS/rS rSrg)HQQQuantizedCache!   r   c                     [        U S/5        g r
   r   r   s      r   r   HQQQuantizedCache.__init__$   r   r   r   Nr   r   r   r   r/   r/   !   r   r   r/   c                        \ rS rSrS/rS rSrg)HybridCache(   r   c                     [        U S/5        g r
   r   r   s      r   r   HybridCache.__init__+   r   r   r   Nr   r   r   r   r4   r4   (   r   r   r4   c                        \ rS rSrS/rS rSrg)
MambaCache/   r   c                     [        U S/5        g r
   r   r   s      r   r   MambaCache.__init__2   r   r   r   Nr   r   r   r   r9   r9   /   r   r   r9   c                        \ rS rSrS/rS rSrg)OffloadedCache6   r   c                     [        U S/5        g r
   r   r   s      r   r   OffloadedCache.__init__9   r   r   r   Nr   r   r   r   r>   r>   6   r   r   r>   c                        \ rS rSrS/rS rSrg)OffloadedStaticCache=   r   c                     [        U S/5        g r
   r   r   s      r   r   OffloadedStaticCache.__init__@   r   r   r   Nr   r   r   r   rC   rC   =   r   r   rC   c                        \ rS rSrS/rS rSrg)QuantizedCacheD   r   c                     [        U S/5        g r
   r   r   s      r   r   QuantizedCache.__init__G   r   r   r   Nr   r   r   r   rH   rH   D   r   r   rH   c                        \ rS rSrS/rS rSrg)QuantizedCacheConfigK   r   c                     [        U S/5        g r
   r   r   s      r   r   QuantizedCacheConfig.__init__N   r   r   r   Nr   r   r   r   rM   rM   K   r   r   rM   c                        \ rS rSrS/rS rSrg)QuantoQuantizedCacheR   r   c                     [        U S/5        g r
   r   r   s      r   r   QuantoQuantizedCache.__init__U   r   r   r   Nr   r   r   r   rR   rR   R   r   r   rR   c                        \ rS rSrS/rS rSrg)	SinkCacheY   r   c                     [        U S/5        g r
   r   r   s      r   r   SinkCache.__init__\   r   r   r   Nr   r   r   r   rW   rW   Y   r   r   rW   c                        \ rS rSrS/rS rSrg)SlidingWindowCache`   r   c                     [        U S/5        g r
   r   r   s      r   r   SlidingWindowCache.__init__c   r   r   r   Nr   r   r   r   r\   r\   `   r   r   r\   c                        \ rS rSrS/rS rSrg)StaticCacheg   r   c                     [        U S/5        g r
   r   r   s      r   r   StaticCache.__init__j   r   r   r   Nr   r   r   r   ra   ra   g   r   r   ra   c                        \ rS rSrS/rS rSrg)GlueDatasetn   r   c                     [        U S/5        g r
   r   r   s      r   r   GlueDataset.__init__q   r   r   r   Nr   r   r   r   rf   rf   n   r   r   rf   c                        \ rS rSrS/rS rSrg)GlueDataTrainingArgumentsu   r   c                     [        U S/5        g r
   r   r   s      r   r   "GlueDataTrainingArguments.__init__x   r   r   r   Nr   r   r   r   rk   rk   u   r   r   rk   c                        \ rS rSrS/rS rSrg)LineByLineTextDataset|   r   c                     [        U S/5        g r
   r   r   s      r   r   LineByLineTextDataset.__init__   r   r   r   Nr   r   r   r   rp   rp   |   r   r   rp   c                        \ rS rSrS/rS rSrg)LineByLineWithRefDataset   r   c                     [        U S/5        g r
   r   r   s      r   r   !LineByLineWithRefDataset.__init__   r   r   r   Nr   r   r   r   ru   ru      r   r   ru   c                        \ rS rSrS/rS rSrg)LineByLineWithSOPTextDataset   r   c                     [        U S/5        g r
   r   r   s      r   r   %LineByLineWithSOPTextDataset.__init__   r   r   r   Nr   r   r   r   rz   rz      r   r   rz   c                        \ rS rSrS/rS rSrg)SquadDataset   r   c                     [        U S/5        g r
   r   r   s      r   r   SquadDataset.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)SquadDataTrainingArguments   r   c                     [        U S/5        g r
   r   r   s      r   r   #SquadDataTrainingArguments.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)TextDataset   r   c                     [        U S/5        g r
   r   r   s      r   r   TextDataset.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)$TextDatasetForNextSentencePrediction   r   c                     [        U S/5        g r
   r   r   s      r   r   -TextDatasetForNextSentencePrediction.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)#AlternatingCodebooksLogitsProcessor   r   c                     [        U S/5        g r
   r   r   s      r   r   ,AlternatingCodebooksLogitsProcessor.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)BayesianDetectorConfig   r   c                     [        U S/5        g r
   r   r   s      r   r   BayesianDetectorConfig.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)BayesianDetectorModel   r   c                     [        U S/5        g r
   r   r   s      r   r   BayesianDetectorModel.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)
BeamScorer   r   c                     [        U S/5        g r
   r   r   s      r   r   BeamScorer.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)BeamSearchScorer   r   c                     [        U S/5        g r
   r   r   s      r   r   BeamSearchScorer.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)%ClassifierFreeGuidanceLogitsProcessor   r   c                     [        U S/5        g r
   r   r   s      r   r   .ClassifierFreeGuidanceLogitsProcessor.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)ConstrainedBeamSearchScorer   r   c                     [        U S/5        g r
   r   r   s      r   r   $ConstrainedBeamSearchScorer.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)
Constraint   r   c                     [        U S/5        g r
   r   r   s      r   r   Constraint.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)ConstraintListState   r   c                     [        U S/5        g r
   r   r   s      r   r   ConstraintListState.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)DisjunctiveConstraint   r   c                     [        U S/5        g r
   r   r   s      r   r   DisjunctiveConstraint.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)#EncoderNoRepeatNGramLogitsProcessor   r   c                     [        U S/5        g r
   r   r   s      r   r   ,EncoderNoRepeatNGramLogitsProcessor.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)'EncoderRepetitionPenaltyLogitsProcessor   r   c                     [        U S/5        g r
   r   r   s      r   r   0EncoderRepetitionPenaltyLogitsProcessor.__init__   r   r   r   Nr   r   r   r   r   r      r   r   r   c                        \ rS rSrS/rS rSrg)EosTokenCriteriai  r   c                     [        U S/5        g r
   r   r   s      r   r   EosTokenCriteria.__init__  r   r   r   Nr   r   r   r   r   r     r   r   r   c                        \ rS rSrS/rS rSrg)EpsilonLogitsWarperi  r   c                     [        U S/5        g r
   r   r   s      r   r   EpsilonLogitsWarper.__init__  r   r   r   Nr   r   r   r   r   r     r   r   r   c                        \ rS rSrS/rS rSrg)EtaLogitsWarperi  r   c                     [        U S/5        g r
   r   r   s      r   r   EtaLogitsWarper.__init__  r   r   r   Nr   r   r   r   r   r     r   r   r   c                        \ rS rSrS/rS rSrg)ExponentialDecayLengthPenaltyi  r   c                     [        U S/5        g r
   r   r   s      r   r   &ExponentialDecayLengthPenalty.__init__  r   r   r   Nr   r   r   r   r   r     r   r   r   c                        \ rS rSrS/rS rSrg)ForcedBOSTokenLogitsProcessori  r   c                     [        U S/5        g r
   r   r   s      r   r   &ForcedBOSTokenLogitsProcessor.__init__   r   r   r   Nr   r   r   r   r   r     r   r   r   c                        \ rS rSrS/rS rSrg)ForcedEOSTokenLogitsProcessori$  r   c                     [        U S/5        g r
   r   r   s      r   r   &ForcedEOSTokenLogitsProcessor.__init__'  r   r   r   Nr   r   r   r   r   r   $  r   r   r   c                        \ rS rSrS/rS rSrg)GenerationMixini+  r   c                     [        U S/5        g r
   r   r   s      r   r   GenerationMixin.__init__.  r   r   r   Nr   r   r   r   r   r   +  r   r   r   c                        \ rS rSrS/rS rSrg)HammingDiversityLogitsProcessori2  r   c                     [        U S/5        g r
   r   r   s      r   r   (HammingDiversityLogitsProcessor.__init__5  r   r   r   Nr   r   r   r   r   r   2  r   r   r   c                        \ rS rSrS/rS rSrg)InfNanRemoveLogitsProcessori9  r   c                     [        U S/5        g r
   r   r   s      r   r   $InfNanRemoveLogitsProcessor.__init__<  r   r   r   Nr   r   r   r   r   r   9  r   r   r   c                        \ rS rSrS/rS rSrg)LogitNormalizationi@  r   c                     [        U S/5        g r
   r   r   s      r   r   LogitNormalization.__init__C  r   r   r   Nr   r   r   r   r   r   @  r   r   r   c                        \ rS rSrS/rS rSrg)LogitsProcessoriG  r   c                     [        U S/5        g r
   r   r   s      r   r   LogitsProcessor.__init__J  r   r   r   Nr   r   r   r   r   r   G  r   r   r   c                        \ rS rSrS/rS rSrg)LogitsProcessorListiN  r   c                     [        U S/5        g r
   r   r   s      r   r   LogitsProcessorList.__init__Q  r   r   r   Nr   r   r   r   r   r   N  r   r   r   c                        \ rS rSrS/rS rSrg)MaxLengthCriteriaiU  r   c                     [        U S/5        g r
   r   r   s      r   r   MaxLengthCriteria.__init__X  r   r   r   Nr   r   r   r   r   r   U  r   r   r   c                        \ rS rSrS/rS rSrg)MaxTimeCriteriai\  r   c                     [        U S/5        g r
   r   r   s      r   r   MaxTimeCriteria.__init___  r   r   r   Nr   r   r   r   r  r  \  r   r   r  c                        \ rS rSrS/rS rSrg)MinLengthLogitsProcessoric  r   c                     [        U S/5        g r
   r   r   s      r   r   !MinLengthLogitsProcessor.__init__f  r   r   r   Nr   r   r   r   r  r  c  r   r   r  c                        \ rS rSrS/rS rSrg)!MinNewTokensLengthLogitsProcessorij  r   c                     [        U S/5        g r
   r   r   s      r   r   *MinNewTokensLengthLogitsProcessor.__init__m  r   r   r   Nr   r   r   r   r  r  j  r   r   r  c                        \ rS rSrS/rS rSrg)MinPLogitsWarperiq  r   c                     [        U S/5        g r
   r   r   s      r   r   MinPLogitsWarper.__init__t  r   r   r   Nr   r   r   r   r  r  q  r   r   r  c                        \ rS rSrS/rS rSrg)NoBadWordsLogitsProcessorix  r   c                     [        U S/5        g r
   r   r   s      r   r   "NoBadWordsLogitsProcessor.__init__{  r   r   r   Nr   r   r   r   r  r  x  r   r   r  c                        \ rS rSrS/rS rSrg)NoRepeatNGramLogitsProcessori  r   c                     [        U S/5        g r
   r   r   s      r   r   %NoRepeatNGramLogitsProcessor.__init__  r   r   r   Nr   r   r   r   r  r    r   r   r  c                        \ rS rSrS/rS rSrg)PhrasalConstrainti  r   c                     [        U S/5        g r
   r   r   s      r   r   PhrasalConstraint.__init__  r   r   r   Nr   r   r   r   r  r    r   r   r  c                        \ rS rSrS/rS rSrg) PrefixConstrainedLogitsProcessori  r   c                     [        U S/5        g r
   r   r   s      r   r   )PrefixConstrainedLogitsProcessor.__init__  r   r   r   Nr   r   r   r   r  r    r   r   r  c                        \ rS rSrS/rS rSrg) RepetitionPenaltyLogitsProcessori  r   c                     [        U S/5        g r
   r   r   s      r   r   )RepetitionPenaltyLogitsProcessor.__init__  r   r   r   Nr   r   r   r   r#  r#    r   r   r#  c                        \ rS rSrS/rS rSrg)SequenceBiasLogitsProcessori  r   c                     [        U S/5        g r
   r   r   s      r   r   $SequenceBiasLogitsProcessor.__init__  r   r   r   Nr   r   r   r   r'  r'    r   r   r'  c                        \ rS rSrS/rS rSrg)StoppingCriteriai  r   c                     [        U S/5        g r
   r   r   s      r   r   StoppingCriteria.__init__  r   r   r   Nr   r   r   r   r+  r+    r   r   r+  c                        \ rS rSrS/rS rSrg)StoppingCriteriaListi  r   c                     [        U S/5        g r
   r   r   s      r   r   StoppingCriteriaList.__init__  r   r   r   Nr   r   r   r   r/  r/    r   r   r/  c                        \ rS rSrS/rS rSrg)StopStringCriteriai  r   c                     [        U S/5        g r
   r   r   s      r   r   StopStringCriteria.__init__  r   r   r   Nr   r   r   r   r3  r3    r   r   r3  c                        \ rS rSrS/rS rSrg)$SuppressTokensAtBeginLogitsProcessori  r   c                     [        U S/5        g r
   r   r   s      r   r   -SuppressTokensAtBeginLogitsProcessor.__init__  r   r   r   Nr   r   r   r   r7  r7    r   r   r7  c                        \ rS rSrS/rS rSrg)SuppressTokensLogitsProcessori  r   c                     [        U S/5        g r
   r   r   s      r   r   &SuppressTokensLogitsProcessor.__init__  r   r   r   Nr   r   r   r   r;  r;    r   r   r;  c                        \ rS rSrS/rS rSrg)SynthIDTextWatermarkDetectori  r   c                     [        U S/5        g r
   r   r   s      r   r   %SynthIDTextWatermarkDetector.__init__  r   r   r   Nr   r   r   r   r?  r?    r   r   r?  c                        \ rS rSrS/rS rSrg)SynthIDTextWatermarkingConfigi  r   c                     [        U S/5        g r
   r   r   s      r   r   &SynthIDTextWatermarkingConfig.__init__  r   r   r   Nr   r   r   r   rC  rC    r   r   rC  c                        \ rS rSrS/rS rSrg)#SynthIDTextWatermarkLogitsProcessori  r   c                     [        U S/5        g r
   r   r   s      r   r   ,SynthIDTextWatermarkLogitsProcessor.__init__  r   r   r   Nr   r   r   r   rG  rG    r   r   rG  c                        \ rS rSrS/rS rSrg)TemperatureLogitsWarperi  r   c                     [        U S/5        g r
   r   r   s      r   r    TemperatureLogitsWarper.__init__  r   r   r   Nr   r   r   r   rK  rK    r   r   rK  c                        \ rS rSrS/rS rSrg)TopKLogitsWarperi  r   c                     [        U S/5        g r
   r   r   s      r   r   TopKLogitsWarper.__init__  r   r   r   Nr   r   r   r   rO  rO    r   r   rO  c                        \ rS rSrS/rS rSrg)TopPLogitsWarperi  r   c                     [        U S/5        g r
   r   r   s      r   r   TopPLogitsWarper.__init__  r   r   r   Nr   r   r   r   rS  rS    r   r   rS  c                        \ rS rSrS/rS rSrg)TypicalLogitsWarperi  r   c                     [        U S/5        g r
   r   r   s      r   r   TypicalLogitsWarper.__init__  r   r   r   Nr   r   r   r   rW  rW    r   r   rW  c                        \ rS rSrS/rS rSrg).UnbatchedClassifierFreeGuidanceLogitsProcessori  r   c                     [        U S/5        g r
   r   r   s      r   r   7UnbatchedClassifierFreeGuidanceLogitsProcessor.__init__  r   r   r   Nr   r   r   r   r[  r[    r   r   r[  c                        \ rS rSrS/rS rSrg)WatermarkDetectori  r   c                     [        U S/5        g r
   r   r   s      r   r   WatermarkDetector.__init__   r   r   r   Nr   r   r   r   r_  r_    r   r   r_  c                        \ rS rSrS/rS rSrg)WatermarkLogitsProcessori  r   c                     [        U S/5        g r
   r   r   s      r   r   !WatermarkLogitsProcessor.__init__  r   r   r   Nr   r   r   r   rc  rc    r   r   rc  c                        \ rS rSrS/rS rSrg)WhisperTimeStampLogitsProcessori  r   c                     [        U S/5        g r
   r   r   s      r   r   (WhisperTimeStampLogitsProcessor.__init__  r   r   r   Nr   r   r   r   rg  rg    r   r   rg  c                        \ rS rSrS/rS rSrg)$TorchExportableModuleWithStaticCachei  r   c                     [        U S/5        g r
   r   r   s      r   r   -TorchExportableModuleWithStaticCache.__init__  r   r   r   Nr   r   r   r   rk  rk    r   r   rk  c                  &    [        [        S/5        g r
   )r   convert_and_export_with_cacher   r   s     r   ro  ro    s    3gY?r   c                  &    [        [        S/5        g r
   )r   model_addition_debugger_contextrp  s     r   rr  rr        5yAr   c                        \ rS rSrS/rS rSrg)GradientCheckpointingLayeri!  r   c                     [        U S/5        g r
   r   r   s      r   r   #GradientCheckpointingLayer.__init__$  r   r   r   Nr   r   r   r   ru  ru  !  r   r   ru  Nc                  &    [        [        S/5        g r
   )r   dynamic_rope_updaterp  s     r   ry  ry  +  s    )G95r   c                        \ rS rSrS/rS rSrg)AttentionInterfacei/  r   c                     [        U S/5        g r
   r   r   s      r   r   AttentionInterface.__init__2  r   r   r   Nr   r   r   r   r{  r{  /  r   r   r{  c                        \ rS rSrS/rS rSrg)PreTrainedModeli6  r   c                     [        U S/5        g r
   r   r   s      r   r   PreTrainedModel.__init__9  r   r   r   Nr   r   r   r   r  r  6  r   r   r  c                        \ rS rSrS/rS rSrg)	Adafactori=  r   c                     [        U S/5        g r
   r   r   s      r   r   Adafactor.__init__@  r   r   r   Nr   r   r   r   r  r  =  r   r   r  c                  &    [        [        S/5        g r
   )r   get_constant_schedulerp  s     r   r  r  D  s    +gY7r   c                  &    [        [        S/5        g r
   )r   !get_constant_schedule_with_warmuprp  s     r   r  r  H  s    7'Cr   c                  &    [        [        S/5        g r
   )r   get_cosine_schedule_with_warmuprp  s     r   r  r  L  rs  r   c                  &    [        [        S/5        g r
   )r   2get_cosine_with_hard_restarts_schedule_with_warmuprp  s     r   r  r  P  s    H7)Tr   c                  &    [        [        S/5        g r
   )r   get_inverse_sqrt_schedulerp  s     r   r  r  T      /';r   c                  &    [        [        S/5        g r
   )r   get_linear_schedule_with_warmuprp  s     r   r  r  X  rs  r   c                  &    [        [        S/5        g r
   )r   )get_polynomial_decay_schedule_with_warmuprp  s     r   r  r  \  s    ?'Kr   c                  &    [        [        S/5        g r
   )r   get_schedulerrp  s     r   r  r  `  s    mgY/r   c                  &    [        [        S/5        g r
   )r   get_wsd_schedulerp  s     r   r  r  d  s    &	2r   c                        \ rS rSrS/rS rSrg)Conv1Dih  r   c                     [        U S/5        g r
   r   r   s      r   r   Conv1D.__init__k  r   r   r   Nr   r   r   r   r  r  h  r   r   r  c                  &    [        [        S/5        g r
   )r   apply_chunking_to_forwardrp  s     r   r  r  o  r  r   c                  &    [        [        S/5        g r
   )r   prune_layerrp  s     r   r  r  s  s    kG9-r   c                        \ rS rSrS/rS rSrg)Traineriw  r   c                     [        U S/5        g r
   r   r   s      r   r   Trainer.__init__z  r   r   r   Nr   r   r   r   r  r  w  r   r   r  c                  &    [        [        S/5        g r
   )r   torch_distributed_zero_firstrp  s     r   r  r  ~  s    2WI>r   c                        \ rS rSrS/rS rSrg)Seq2SeqTraineri  r   c                     [        U S/5        g r
   r   r   s      r   r   Seq2SeqTrainer.__init__  r   r   r   Nr   r   r   r   r  r    r   r   r  )futilsr   r   r   r    r%   r*   r/   r4   r9   r>   rC   rH   rM   rR   rW   r\   ra   rf   rk   rp   ru   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/  r3  r7  r;  r?  rC  rG  rK  rO  rS  rW  r[  r_  rc  rg  rk  ro  rr  ru  ROPE_INIT_FUNCTIONSry  r{  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r  r   r   r   <module>r     sF   2+k ++K ++[ ++K +++ ++K ++; ++{ ++[ ++{ ++[ ++[ +++ ++; ++K ++K +++ ++k ++ ++[ ++[ ++; ++K ++[ ++K ++{ ++k ++; ++ ++k ++K ++; ++K ++k ++K ++ ++ ++K ++ ++k ++k ++k ++ ++ ++K ++; ++ ++K +++ ++ ++ +++ ++ +++ ++[ +++ ++ ++ ++K ++ ++[ ++; ++[ ++k ++[ ++k ++K ++ ++ ++ ++K ++{ +++ ++ ++ ++[ +@B+; +  6+; ++ +++ +8DBU<BL03+{ +<.+ +?+{ +r   