ELF                      @       Ќ
         @ 8  @                                 d	     d	                  H	     H
     H
           8                   	     
     
                                                     $       $                    H	     H
     H
                           Ptd                                     Qtd                                                  Rtd   H	     H
     H
                                 GNU 
;BpMc #P                              [U                                 	                                  	                     m	                     X	                                                                                                         	                     v                     [                                          '                     t                     
                     K                                          |                     S                                                               d                                                                                                                                                                           )                                                               ^                     W                                                                                                                               `                     
                                                                                                                              :                     5                                          v                                          
                     K                     M                     %                     
                     c                                          /
                                          *                                          F   "                                                                                                                                2                     -                                                                                                                              U                                           :                                          
                                          	                     ,                                            
                                                                                                                                                                                             	                                          n                     G                                                                                    :                                          v                                                                                                         -                     	                     H                                                                                                         R                     }                                                                                                                              
                     @                                          S                     {                     	                     "                     
                                          d                                           "
                                          {                                                                G                                          	                                                                7                                          J	                     
                                                                                    k                     !                                          B
                                                               
                                          5                     h                     a                     p
                     F                     V                     9                     d                                          v                                                                &                     
                                                                                                                               D                     U                                                                                                          
                                          Y
                     c                     K                                          :                                          y                     n                                          	                                          .	                     0                                                               X                                                                                                         D                                                                                    7                                                                                                                                                                                                                   	    Ի      $        __gmon_start__ _ITM_deregisterTMCloneTable _ITM_registerTMCloneTable __cxa_finalize PyErr_Occurred PyGILState_Ensure PyLong_FromLong _Py_BuildValue_SizeT PyTuple_New PyObject_CallObject PyFloat_AsDouble PyGILState_Release _Py_Dealloc PyFloat_FromDouble __stack_chk_guard PyExc_TypeError PyErr_Format PyDict_Size _PyDict_GetItem_KnownHash __stack_chk_fail PyExc_AttributeError PyErr_SetString PyErr_Fetch PyErr_Restore PyErr_PrintEx PyUnicode_FromString PyErr_WriteUnraisable _Py_NoneStruct PyCapsule_IsValid PyCapsule_GetPointer malloc PyObject_GetAttr Py_EnterRecursiveCall Py_LeaveRecursiveCall PyObject_Call PyExc_SystemError exit PyMethod_Type PyCFunction_Type PyType_IsSubtype PyExc_NameError PyLong_FromSize_t PyNumber_InPlaceAdd PyErr_ExceptionMatches PyErr_Clear PyTuple_Type PyDict_Type PyDict_Copy PyList_Type PyObject_SetAttr PySequence_Tuple PyObject_CallFunctionObjArgs PyExc_ValueError PyObject_GetIter PyExc_StopIteration PyNumber_Subtract PyNumber_TrueDivide PyNumber_Add PyObject_RichCompare _Py_TrueStruct _Py_FalseStruct PyObject_IsTrue PyObject_IsInstance PyNumber_Negative PyObject_Size PyImport_ImportModule PyObject_GetAttrString PyCapsule_Type PyExc_RuntimeError PyDict_Contains free PyDict_New PyDict_SetItem PyFloat_Type PyErr_GetExcInfo PyErr_SetExcInfo PyExc_IndexError PyLong_Type PyNumber_Long PyNumber_And PyLong_FromSsize_t PyObject_GetItem PyNumber_Invert PySequence_Contains PyLong_AsLong PyExc_OverflowError PyNumber_Multiply PyNumber_Float PyList_New PyUnicode_Format memset PyExc_BufferError PyLong_AsSsize_t PyNumber_Index PyExc_ZeroDivisionError PyBaseObject_Type strlen PyUnicode_DecodeASCII PyBytes_FromStringAndSize PyBytes_FromString PyBytes_Type memcpy PyObject_RichCompareBool PyLong_AsUnsignedLong PySlice_Type PyIndex_Check _PyList_Extend PyList_AsTuple PyList_Append PyUnicode_Type PyNumber_Remainder PyNumber_InPlaceMultiply PyExc_AssertionError PyErr_SetNone PyExc_UnboundLocalError PyMem_Free PyMem_Malloc PyErr_NoMemory __memcpy_chk PyObject_GC_UnTrack PyObject_GC_IsFinalized PyObject_CallFinalizerFromDealloc PyObject_GC_Track PyObject_Init _PyDict_NewPresized PyObject_Free PyObject_SetItem PyExc_NotImplementedError PyObject_GenericGetAttr PyBuffer_Release PyThread_free_lock PyTuple_Pack PySlice_New PyThreadState_Get _PyInterpreterState_GetConfig PyUnicode_InternFromString PyUnicode_Decode PyUnicode_FromStringAndSize PyObject_Hash PyDict_SetItemString PyInterpreterState_GetID PyExc_ImportError PyModule_NewObject PyModule_GetDict PyObject_GetBuffer PyInit_unuran_wrapper PyModuleDef_Init PyObject_Malloc Py_GetVersion PyOS_snprintf PyErr_WarnEx PyImport_AddModule PyObject_SetAttrString PyImport_GetModuleDict PyDict_GetItemString PyType_Ready PyExc_Exception PyType_Type PyCMethod_New PyCapsule_New PyType_Modified PyThread_allocate_lock PyObject_ClearWeakRefs PyObject_GC_Del PyMethod_New PyUnicode_FromFormat PyTuple_GetSlice PyTuple_GetItem _PyObject_GenericGetAttrWithDict exp pow realloc PyErr_NormalizeException PyException_SetTraceback PyErr_GivenExceptionMatches _PyType_Lookup PyDict_DelItem _PyObject_GetDictPtr PyObject_Not PyFrame_New PyTraceBack_Here PyUnicode_AsUTF8 PyCode_NewEmpty memmove PyMem_Realloc PyExc_DeprecationWarning PyErr_WarnFormat strcmp __fprintf_chk PyExc_RuntimeWarning __strcpy_chk stderr log sqrt __snprintf_chk fflush __vsnprintf_chk atan sin cos memcmp PyImport_ImportModuleLevelObject _PyObject_GC_New PyUnicode_AsUTF8AndSize _Py_FatalErrorFunc PyException_SetCause PyErr_SetObject PyDict_Next PyUnicode_Compare PyCallable_Check PyCapsule_GetName PyCapsule_GetContext _PyDict_SetItem_KnownHash PyUnicode_New _PyUnicode_FastCopyCharacters PyObject_Format __getauxval libm.so.6 libc.so.6 ld-linux-aarch64.so.1 GLIBC_2.17 GLIBC_2.29                                                                                                                                                                                                                                      g            }        S     0      }                ]            }      H
                 P
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U                (U           D     8U           p     `U                hU           d     xU                U           `     U                U                 U                 U                 V           pF     V                 V                  V           PY     0V                8V           P     @V           0     PV                xV                V           d      V           p     V                V           Ц     V           '     V                V                 W           &     W                 W                 W            $     (W           P     0W           T     @W            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     `X           0     hX           Р     pX           P     X           P-     X                X           `     X                X           P     X                X                 0Y           8      @Y                 XY           x     `Y                Y                Y                Y           `     Y                Y           p     Y           P     Y                 Z                 Z                (Z                HZ           8     PZ                pZ           P     xZ                Z           p     Z                Z                Z           P     Z           h     Z           8     [                 [                8[           Е     @[           p     `[           x     h[           @     [           p     [           0     [                [           P     [           H     [           @      \                \                (\                0\                P\           x     X\           x     x\                \           P     \                \                 \                \                \                \                ]           X      ]                @]                H]                h]                p]                ]           (     ]           x     ]           0     ]           `     ]                ]           @     ^           ؘ     ^                 0^           X     8^            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g           H     @g           (     Hg           0     hg                pg                g           0     g                 g                g                 g                g                h                h                0h                8h           0     Xh                `h           (     h                 h                h                h                h           H     h                h           @      i                 i           h     (i                Hi                Pi                pi                xi                i           Ћ     i                i           8     i                i            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@B  0 @b  0 @  0 @  0 @  0 @  0 "@ 0 &@" 0 *@B 0 .@b 0 2@ 0 6@ 0 :@ 0 >@ 0 B@ 0 F@" 0 J@B 0 N@b 0 R@ 0 V@ 0 Z@ 0 ^@ 0 b@ 0 f@" 0 j@B 0 n@b 0 r@ 0 v@ 0 z@ 0 ~@ 0 @ 0 @" 0 @B 0 @b 0 @ 0 @ 0 @ 0 @ 0 @ 0 @" 0 @B 0 @b 0 @ 0 @ 0 @ 0 @ 0 @ 0 @" 0 @B 0 @b 0 @ 0 @ 0 @ 0 @ 0 @ 0 @" 0 @B 0 @b 0 @ 0 @ 0 @ 0 @ 0 A 0 A" 0 
AB 0 Ab 0 A 0 A 0 A 0 A 0 "A	 0 &A"	 0 *AB	 0 .Ab	 0 2A	 0 6A	 0 :A	 0 >A	 0 BA
 0 FA"
 0 JAB
 0 NAb
 0 RA
 0 VA
 0 ZA
 0 ^A
 0 bA 0 fA" 0 jAB 0 nAb 0 rA 0 vA 0 zA 0 ~A 0 A 0 A" 0 AB 0 Ab 0 A 0 A 0 A 0 A 0 A 0 A" 0 AB 0 Ab 0 A 0 A 0 A 0 A 0 A 0 A" 0 AB 0 Ab 0 A 0 A 0 A 0 A 0 A 0 A" 0 AB 0 Ab 0 A 0 A 0 A 0 A 0 B 0 B" 0 
BB 0 Bb 0 B 0 B 0 B 0 B 0 "B 0 &B" 0 *BB 0 .Bb 0 2B 0 6B 0 :B 0 >B 0 BB 0 FB" 0 JBB 0 NBb 0 RB 0 VB 0 ZB 0 ^B 0 bB 0 fB" 0 jBB 0 nBb 0 rB 0 vB 0 zB 0 ~B 0 B 0 B" 0 BB 0 Bb 0 B 0 B 0 B 0 B 0 B 0 B" 0 BB 0 Bb 0 B 0 B 0 B 0 B 0 B 0 B" 0 BB " # BGc?@   ?#{`   'SV@	  a !`( @ 7! с a  A a@   dG?   T   Ga !(  @i`@ 7  `  .*   t Ђ"-a@@  7! a a   "-`@     Ga !@)  @K    @4R r  ? k Ta@   G! @ @  ? *a *!)  )  `@ LC  ?0 q Ta@   G!LC @  ? *a ! +R`@ HC  ? *  5   Ga !/  @  R? q  T   Ga !`0  @SA{¨#_?#{ St B
B>` `    6  `
@ >a  @`@=`@=a  @`@=a  |`@=a   `@=`" `&@=a   `*@=`.@=a   B2@=a  L  6@=  b  ZA\ SA{¨#_?#  { Scx C[an@a  `     t w @ ҂EE br@ R u A R`v@ F`z@  * `~ v @ EFi br@R`  Faz@  @F A R* ` F@ ER az@@Rbr@ Fa@  A R *z ` c@` FE: az@ Rbr@ Fa@   a R@ Rb ` c@` ҂EE" C@R a RFr@ v@ z@ @ RI  F@ E
 r@ R`  Fz@  G A R*2  @` EF z@ Rr@ F@   a R@ R  @  a  ` @  a  d@@  a  @  a  @  a   @  Ҿa  @w @ FG `z@@iRr@ F@  A R * a   @  ҟa  `@  ҙa  @  ғa  G@ F  z@ Rr@ F@  A R * a  @  ua  @ F@ Gn ``R FA Rr@ z@ @ * a   @  Wa  L`@  Qa  X@  Ka  `@  Ea  d a   !F>a  x@G@ F7 z@ Rr@ F@  A R *_ a  @@   a  @  a  s tB  ҁ@a  @  a   ^a ` !Ea   @  `A  
A  @A  A   "A  &`*A  a   .A  a   .A  a    2A  b 6A  a  p :A  a    >A  Ҿf `  j a "GA @! 1@  TA  tB   ҁ.Aa     .A  ҧa  $ `" BGCa   `BA  ҙa   .A  ғa  ( .A  ҍa  ,  a ` ҃FAJA!<@a  x  @  ~N`b a @ BE!PFv `u ` r@&RFz@  G A R * @b a RA` B$F! F[  r@,R`  Fz@  tG a R@ R  w v t  eVAdZAGGG? br@! R`  Fa^A  E  R` Rg abA  *`fajA  %`n@arA   `vazA  `~ aA  ``eVA dZAGGG @`  @" R a p@ F \A  8@  R` R2   Z{BSC[DcE#_?#{ S @Y @a   q (`      S sb%t@ a@9b@9`@! *? r Ta@9a  4  a
A! т       a
@! ыa@   @@V Ts   /\a      CVa  t@   BPa  T   CJa     CDa       C>a  P@ |9a    la     ga  `` ba  D ]a    Xa  HSa  p }Na  \@ Ԑ  Ha  lҠBa  s tB2ՠ:F ƎҀ5 @আ@0J &`+a  < jҀ% @  !a    ZSA{¨#_?#{ S 4 8   B 4$ Rsd  `@ 7  ` `    5$    B 5D RP `  B@5D RIH `  B5D RF@ `  B5D R
8 `  B5$ R0 `  B 6$ R( `  B@.$ R  `  B 6$ R `  B`6$ R `  B6$ R `  B6$ R  `  B 7$ R `  B@7$ R `  B7$ R `
  B7D R `	 `@ 7  ` `   7  b B $ R   B`8$ R   @   B8$ Rҹ  `@ 7  ` `  u 9y   $ RB9ҥ a    @ ` `@ 7  ` `  \  R   04   SA@{è#_?#{ S*[    5   G   T *@ 7  р `  *  2   G  @  4;  R    SA[B{è#_?#{ S [( @" AE?   T@  
 T
     T   LG !9  @>G  ` C  @  1@  T ?   !@;   @ 7!  a   
 @    c`;B;$ R` 6    c;B <$ R7  c <B`<$ R7  c<B< Rw7  3  [BSA{è#_?#{@  {#   ?#! !pG{[v BS cksSA" @  ғ   RJT   G !  @  M
   BRc R  jb8jb8  5! Q! ?$ qh T   k  TB _ T$    R 9ja8 q! T 4   B"   y7   QB _$ qi  T# Rh!8! ? T  ka    x B   s  w   a  ` w ?
 x7@  1@  T Va    x   @  1@  T u   4 w   @  1@  T    B  w   @  1@  T B E!  Av7- w72 w     4w7  A 6u  ҵ &R8 R jv7   Ga   @! 1@  T  B @! 1@@  T  B @! 1@@  T  B @! 1@@  T  B @! 1@@  T  B @! 1@@  T  B @! 1@@  T  B @! 1@@  T  B!  b!$  #  @cPX w  ,7@@
  ,7AAp+7
  +7b  Ѕ  B9!d     c` w 	  (7 @@	  (7ABO`'7@  Т  c@B% @z " Ao   &z@%7@AoA	 $7A.B5 $7@u B   @B %B{ :  a" #S_!7 WCaA	 `!7AFB 7@BB   @@<    c B{ :  a$" %#B@7 'DaA	 7AfB 7@BB"  @B { :#za  #*@7 DaAx	 7A~B 7@B *@@b B=z  Ag  `79*AgA E_	 7AB 7@Bc  @c8 B@y 0  !k#7 F!kAE	 `7AB77@7a =7x7a Y 787a 77 ! !c x7A&B	  78	 7 70	 7  B9Q  @ 8  /	 c@-`  "  ' 
7AC 	7	 @	7A` ҃ 0    B+! 
b 7@A `7  7a 7 DG7u  ҠG\ G x  G E G7@ 7  р `  hu B BH F B  E G7@ 7  р `  Uw  F6 @F  F EF7@ 7  р `  C  ҡ E BB@ @  1@  T@  @Bb   B  E @ 7  р `  *B!Be  D !B  E@D7@ 7  р `  @ 7   `  B   C `B a   E!EB7@ 7   `    \ A BC@ @  1@  T@  @Bb   Cӣ  A @ 7   `  a  E!(Fp @7@ 7  р `  @ 6 ? y !+G  @  1@  T   @BA  C  @  1@  T   BA C = @ 7  р `  !+Gd  = x  !+G E> =7@ 7  р `  u B!Cd ; !C  E+ <7@ 7  р `  @ 7   `     `: y "oF@ @  1@  T@  @Bb   Ca 9 @ 7   `  s!oFXd 8  !oF E87@ 7   `  b@ 7  р `  [w  G<  7  G E@77@ 7  р `  I	N 1a T   tGx    @  5tRuR0  ;@0 ; ?@	0 ? C@0  ҋ  3 8  #:buRaRcdcC#b7B Ҡ"@A<    ե@ 7  р `  RuR  RuR  4RuRG<RC@G@/ K@/ O@/ #:**bu  ҵ R2d BC@ @  1@  T@  @B  "CA @! 1@  TA  B " CA @! 1@  TA  B "$CA @! 1@  TA  B  E!(C_(7@ 7  р `  B   LA` @? T@{w@4  5`  4     lG u !   @ 9@RR:     G @  1 # T  u  ҵ yR8 R( u  ҵ R8 R! u  ҵ R8 R u  ҵ 9R8 R u  ҵ yR8 R u  ҵ ҹ#R8 R u  ҵ #R8 R  u  ҵ 9$R8 R  u  ҵ y$R8 R  u  ҵ ҹ$R8 R  u  ҵ %R8 R  u  ҵ ҹ&R8 R  u  ҵ &R8 R  u  ҵ ҹ'R8 R  u  ҵ ҙ)RR  u  ҵ)RR  u  ҵ +RR  u  ҵY+RR  u  ҵ ҙ,RR  u  ҵ,RR  u  ҵ .RR  u  ҵ.RR  u  ҵ/RR  u Y/RR  u  ҵ ҹ0RR  u  ҵ0RR  u  ҵ 92R8Rz  u  ҵ2R8Rt  u  ҵ93R8Rn  u  ҵ y4RXRg  u  ҵy5RXRa  u  ҵ5RXR[  u 6RXRV  u  ҵY6RXRP  u 6RXRK  u  ҵ 7RxRD  u  ҵ8RxR>  u  ҵ8RxR8  u 99RxR3  u  ҵ ҙ:RR,  u  ҵ:RR&  u  ҵ 9=RR  u  ҵ>RR  Ba U $AOACF ` OAFt   u  ҹ@RRC. A. ?. B A @  E  ` **  
bB@A   @_7!   a P	       LGa ! 
  @{BA  Z  @ F E7 @ 7    `  5@ 7   `  .@ 7  р `  'x CBP= @ .C$;  @ 7  р `  B   @ 7   `  [ `Ft @ 7!   A    O - #  `H C A9 @ 7!   A  @  GB#   G A # `F!F:'  F  @ ZG  T@+ @  @
@! 1@  T  @ @  1@  T@  @'  7  р `  D  =   B # - + 4B '@ @ 7!   A  @'  7  р `   @     Bca  !`< RR ?  A    @c@C @ A F=#   A @ 7!   A  C# A  B   3T F<'   A !Fr: `  @ ! T@ @@  1@  T @  1@  T @ 7  р `  VR=   &B  + "- t @ 7  р `  A@ A T@ @
@  1@  T @  1@  T @'  7  Ѡ `  +<   '@ != # , @ 7  р `  + \ '@ @ 7!   A   ' ɢ@ 7  р `   UfR7R# %  /@, / 3@, 3 7@, 7 @ F`F9'  (   u]RR   5_RR   ҵaR7R	  aR7R  cR7R  eR7R#@, # '@, ' +@, + ,    tG  @cC # 	 4c c**`  `C#l_@7'@@  1@  T  C4C@  1@  T  C @<  d@ 7  Ѡ `  nR  unRAC _ B_B@` 6@ 7   `  HRO@GC@C       UkRWRE7@#@7 O C, '@# @, +@>, + A_@@_
6@@R   @  T@# @  @
@! 1@  T  @ @  1@  T@  @'  7  р `  BD  ><   A + , # T '@ @ 7!   A  .@'  7  р `  & C 0C   ca ` ! &R
Ro  A   !G     @  @  1@  T    ДGv  @ F`F	9'  @?  T@# ! " @@B 1@  T"  a @! 1@  Ta   @'  7!   A  D  ;   @ + + #  '@ @ 7!   A  `@'  7  ` `  H+ O@E7@7 %  U}R  RHRO@7@+ 7 3@+ 3 /@+ /    ҵRRR   uTRR  UR7R	  WR7R  UxRR  zRR#@y+ '@w+ +@u+ * *c ` c _j+ h+ T0 @ 7  р `  ` 9   A   '  /  A @ !G E /7@ 7  р `  o`   A  ' -  A @ !tG E-7@ 7  р `  XCB:  - @ ұ `- :C  @  1@  T   @ CA  <C  @  1@  T   A @ S +  C@C  @  1@  T    8  + @ 7  р `  )@ 7  Ѡ `  "A @  E!hG )7@ 7   `  a    ( "A % ' @ Y E E'7@ 7   `   `' CGCKC'7OC E'7@ 7   `  x  	  3  & u BBPC`@j&7@ 7   `  Bw @BAgA @7  % @AT @ 7!   A  B @AoA7  $ @AT @ 7!   A  B @AwA7  # @AT @ 7!   A  B @AAq7  " @AT @ 7!   A  B @AAb7  ! @AT @ 7!   A  BT_s @[@_ @c@g@k@o@s@wC	 ҂@A ЀBb `G   [  ASC`3@ @ 7@ 7   `  W`3@-	B 1   T B@PC`@7@ 7   `  @@BzC     ( N @ A   E!8@`7@|7   `|'U @RRU  ҵ yBRRU  ҵBRRU  ҵCRRU  ҵ DRRU  ҵ YFR&RU  ҵFR&RU  ҵ GR,RU  ҵHR,RU  ҵ YIRRzU  ҵIRRtU  ҵJRRnKRU 𘒀RhU  ҵLRRbU  ҵB MR8 R[U  ҵBYMR8 RUU  ҵ YNR8 RNU  ҵNR8 RHU  ҵNR8 RBU  ҵB ORXR;U  ҵB9PRXR5U  ҵB ҙQR#R.U  ҵB YSR$R'U  ҵB UR8$R U  ҵB VR$RU  ҵB ҙXR$RU  ҵB ҙ]RDRU  ҵB]RDRU  ҵB 9_R|RU  ҵBy_R|RU  ҵB ҙ`R8 RU  ҵB`R8 RU  ҵy@RRU  ҵ ҙ'R8 R !pG@" @c  @  T{XSY[Zc[k\s]#_@ BGcH@   T# R #?#{  /6      G  @@  42@{¨#_?#{B  SAD@6    R!  B R5 * 7( *SA{¨#_?#{    +S[ `   @  1@  T` V b@    @ T@ 7   lG @!@+  @(  @@?   T   lG @! ,  @}     G  @ 4`7@7E  1@  Tb`@`7  `      ғ( A  [BZ3SA{è#_?#{  S  ҆   A !E/@7`@ 7  ` `    R  l(   SA{¨#_?#{ ST F[ ck+   T    GE   k   F   G @T      Ru  Em5    ! TZ    GAE   AE_5       M  U E   TE     , * 5   L   @AE7@E * 6/   T`  R[ Z aE25   AE`  5  6AE   @aE7@AE * 6                     G @!.  @        R' ' ' ' ' [B*SAcCkD+@{ƨ#_?#A { !ESY   Y        G !`/  @a@ 7! a a    SA{¨#_?# qG{C[ *K g@ ' S* ck	s
 @'    /B @         ҭ  ~@u   !<j` 5  k    !<`  5  a    ! =V 5~@W     !=L@ 5  M `   !=B 5` C    ! >8` 5@ !@>2 5 !`>, 5 !>&  5 !> `
 5@ ! ?	 5@ !`? 5@ !?  5@ Ҧ  @ ҡ  @D @  !?    / @     & &    & !                                       & & & & & & & & @`  C   pG'@ @B  @  T{ESF[GcHkIsJ#_?#C pG{CS[ * @g  c    @ T@@7   lG !    @J%  eB        i T   TG !   @8   qEb T   B    6 W&    pGg@ @B  @  T{MSN[O@C#_ {    SA { 19_   `G@  x_  @   -A ! -?    T !Ga   _@   -A ! -!  "A!A   BGb   _ {  S `m9@ 7   |G     B  R`-9@{¨_     _$D  5_?#{ S *[  SA[B{è#_*SA[B{è#Ց`?#{ S *o *  SA {Ũ#  g_A;  B `@ ? 7h``~@ 	 A @ ! b R[   @     @^  
 o' '@` *'@4 R@7!    ' '@a@ 7! a   5SA[B@{Ũ#_*`@7  ` @ [B@*`@ 7  `  @ 7  Ѡ   [B@*@[B@' '@*'  R'@*@`7    [B@?#{ S * *D  SA {Ũ#  g_A;  B `@ ? 7h``~@L 	 A @ ! b R[   @ s    @  
 ' '@` *l'@4 R@7!    ' F'@a@ 7! a   5SA[B@{Ũ#_*S`@7  ` @ 0[B@*G`@ 7  `  @ 7  Ѡ   [B@*8@[B@' '@*' ) R'@*!@`7    [B@  ?#{  @`SZ *  SA @  g{Ũ#_ A`A;  B `@ ? 7h` 	 A @ ! b R[j @ @  @  @H @
 Y' '@ *'@3 R@7!    ' '@@ 7! с   5SA[B@@{Ũ#_*@7  р @ [B@*@ 7  р  @ 7  Ѡ   [B@*@[B@' '@*'  R'@z*@`7    p[B@?#{  @`S *,  SA @  g{Ũ#_ A`A;  B `@ ? 7h` 	 A @ !   R[ @ @ Z @  @ @
 ' '@ *S'@3 R@7!    ' -'@@ 7! с   5SA[B@@{Ũ#_*9@7  р @ [B@*-@ 7  р  @ 7  Ѡ   [B@*@[B@' '@*'  R'@*@`7    [B@?#{  @`SB *  SA @  g{Ũ#_ A`A;  B `@ ? 7h`o 	 A @ !   R[R @ @  @  @0 @
 A' w'@ *'@3 R@7!    ' '@@ 7! с   5SA[B@@{Ũ#_*@7  р @ [B@*@ 7  р  @ 7  Ѡ   [B@*@r[B@' l'@*'  R'@b*{@`7    X[B@?#{  @`S *  SA @  g{Ũ#_ A`A;  B `@ ? 7h` 	 A @ ! b R[ @ @ B @  @ @
 ' '@ *;'@3 R@7!    ' '@@ 7! с   5SA[B@@{Ũ#_*!@7  р @ [B@*@ 7  р  @ 7  Ѡ   [B@*@[B@' '@*'  R'@*@`7    [B@?#C cpG{C S [a @   v
@  ! Ts@`@  1@  T` @ @ 7!      R  !pG@" @c  !	 T{ASB[CC#_֜    T  lG C c  @B A B@!$ -!RC @ c  bRV  a@   l  T@D  @!@ 6R#  A !E"@@   a  #@v
@#@# ?# !pG{ x@# @  @C x   @ xb  pG@ @B  A T{B#_  GA !S  @k *C  # @   @! 1@  T  @  " @B 1@  T"  @  C @c 1@  TC  F  R@  `= @@= `@ 7  `   *'SC  /  GSO  ?#{  @[U "-S@!@BH@ @ ? 	 a@"-"H@@B
 @ ? `@  7  `  S s"+ 4W ` u@v@  t     O  uZ ` `=`<`<`<@ 7  р @ [BSA{è#_[BSA{è#_ր 7  `  
 C @ c @BRR UC @ c @BRAR UY V "-A`@@@ @  `$  5 ?   A`@ 7  `  RRC @ c @ ҴU:!
RR    ХBcA @ ! &RR  ?֚]Z -  aRR  \GA !  @|  ХcA !dRBR>d  R?#{ [U c   pGk"-SC @  6B@z  <    @  1@  T` a@"-"H@ @= @ ? c@6  7c c c @"-"H@$@A @ ? s< `@ 9G 2 Tx@X2  @z
@  1@  T  @@  1@  T@ `@ 7  `   H0@  7!    մD `@ 7  ` - @"-"H@(@D @ ? C @ 7  р  , `@ 1 Tx@0  @z
@  1@  T  @@  1@  T@ `@ 7  ` . @@ !G @ T  5k0 @ 7!  B t	   7c c  RR**C @ c `T   pG@ @c  V TCSA[BcCkD{Ũ#_|/@ 6R{A@ @63@@6(7T@@  `	3 5`? TB  @ 7    ` `@ 7  ` ! @"-"H@,@4 @ ? 4 @ 7  р `  "-XB@(  9   @  1@  T @"-H@2@"; @ ? u: @ 7  р @! `@ !( Tt@' @z
@  1@  T @@  1@  T@ `@ 7  ` `% z/@  7! с + @ 7  Ѡ   6 @@ 7  @   @ 8 T !G  TP@ 5/  @ 7     + . @ 7        O  G R ` ``````2=  T !@!` C #  1`7 T`@pFAfB  dC0DbD&`E$p2=" 00=@@  7  р `  @   U@ T @  @  q2 T    q 3 T`@ cAa
B `CcD
a
E`2=
2=O @8   O      \  ="  < < < 4 7  р `   R R
@ @63@#(7@@  ` 5`?   @ 7    wztq !G `  T 4a
@ @68@ *(7z@@  `@ 5 ? ! , R8R  2  PMJ4 Ty     @@"H@% @ ?   GA !@  @R Q- '  7R8R @ 7       @ 7  р    @ 7  Ѡ @ 3`@7  ` a  !G   T8  5. a
@ @ 64@ 	(7x@@  `x` 5? &8 @ 7  Ѡ   @ 7    @ 7R8R  ҧ O R8RWR 8Ru r Z җR8R^.  ҹ^    \GA !  @ @ 7    `  7RR   bI @@@"H@b @ ? t  GA  !@R  @8RM 7R8RH' (@ 7  Ѡ 	 7R8R  9    \GA !  @ @68R7R*@`@
@  1@  T` @  1@  T @ 7    -b@  7B b b  ,+(! @@  R E *@  A @  7! A   *3\ ұ 
`  \GA !  @5@6 R8R ~  \GA  !R8R  @8  cA !dRBR`  RI?#{ [  x@c S@k t  Cc b c6B@6@ RA! RBC DE 0= 0=X  @! `  `# @  @z   1@  T   8  #-aR4@ @ T@6@H@" @ ? 	  ZG  T  Ҭ   @  1@  T 6 J     @ 7    `  `@ 7  ` @ #-7;@ @@U !   @  1@  T ` ҅ # @  @  1@  T   #-! ?@  @  1@  T   @@!   1@  T@ : ` o `! `@  1@  T` b@ b6=    G  @! 4 ZGX@@  1`  T@  #-@:@@@ T    @  1@  T@ ` F   @  @  1@  T   #-! ?@  @  1@  T   `@!   1@  T` 3 @ 0   b@ 7B b  @ 7    SA[BcCkD{Ҩ#_SA[BcCkD{Ҩ#_ X C @ c@  R!,R.Q[BcC{Ҩ#_  GA  !    @ Rw,RC@ 7c C    @ 7c у    #@ 7c # C C @ **c@ Q  `@ 7  ` @  SA kD   ҵ R,RRA2RC @ c@ P`@ 7  `    ҵ R,R RWAR z#@C72RR GL@	 @@"H@b	 @ ?   GA !@  @R?RC @ c@ P3   @@"H@ @ ?   GA !@  @R9R R?R{@77:RR~@;RRC6}C @ c@ R2RP`@`6- Ra/RR7:RrR?R  ?#{ #@  sG BG? dB T] @  @ 7B   b `@  1@  T` @  G{¨#_IR"RC @ c@  KP@  {¨#_  lGB c@B  @A !IR  ?#  pG{ S[c @   v
@ 
 a TvA5 @"-#L@D@! ` ?ր7@"-"H@D@' @ ? ' a@"-s"H@H@' @ ? c@&  7c c  @"-"H@L@"- @ ? 3, `@ МG , T`@  1@  T` `@ 7  `   @"-"H@P@- @ ? 3, k 9G, Ta@  xG?  / Tc  3 `@ 7  ` ` @@@0 @  `"0 5`? z4 @ 7  р    @ 7      `@ 7  `   @@ !hG \5 TB@_ !/ TS@ A3 TXSB`@  1@  T`  @  1@  T  @  1@  T @@ 7  @   @"-#L@L@/ ` ?c@ '7 7c c  @"-#L@T@. ` ?(7 @ 7     @"-#L@X@C- ` ?ց@`+7 7! с  @"-"H@\@, @ ? + @"-L@^@#0 ` ?@ 7`@ 7  ` @  @  1@  T  kFsG  G   ` T
   Tv   lG C  c  @B A B@!D қRC @ c `R0O   !pG@" @c  A4 T{BSC[DcE#_6RՔR**C @ c `O&6<5 "-  !@@"@ @( "-F@"@ `%      T_@ !@$ !  @ߐ@6ᎂR/'Z vRRT *7  vR5Rc c  4'  Ҁ@ 7  р `    @ 7       `@ 7  `    `@ 7  `   sGm isGeb_\ vRR  Q
"  vRՖRc@c6DR5R Ҹ :  lG! R! R   @dkFa@5  A i`<=;l [  kFvRR ґRURkF ҘVRUR c 7kFkF ҃ ` kFvRR ҵkFRR qkFVRR  k, T  TG_   !c   @c! !VRuR  \G! !  @kFvRդR   Gx@s@fkFRsGR   @@ 7  @ ` a@:p@@?   @?  @?  @?a M`7`@7  ` @G^  TG! b ! VR  @uR3y  lG #  c"   @B@! & !D $aRv
@xzkFVRR-VRR\  `@ 7  `   1   TG   !c   @c! !S c@VRR ҃ 7kF kF 4 T Hks  PG  @4NsGvR5R[kF VRR?#  pG{ S[ck @   u
@ 
 ! TzA6 A@"-#L@D@  ` ?ր 7@"-"H@D@& @ ? O @"-s"H@H@% @ ? @%  7  р  @"-"H@L@- @ ? , `@ G - T`@  1@  T` `@ 7  ` ` @"-"H@P@b- @ ? s-  {G`- Ta@  xG?  A0 T 1 `@ 7  `   @@@1    `]@1 5`? 
3  @ 7    `  @ 7    ` @ 7  р ` @ !hG \3 T
@_ . T@ 1 TNB@  1@  T  @  1@  T  `@  1@  T` @ 7  Ѡ  A@"-#L@L@. ` ?ց@'7 7! с  A@"-#L@T@c- ` ?`(7 @ 7     @"-"H@\@, @ ? u= @@"-L@^@#+ ` ?7@ 7  Ѡ ` `@  1@  T`  G`@ 7  ` ` sG    T
  T    lG #  c  @" ! B@!D R#   c `BRtL   pG@ @B  A2 T{BSC[DcEkF#_!#sG4@6  I#   c `bRARLL!6 "-  !@@"@  ' "-F@"@  $      T_@ !@$ ! @@6AR4,$   ҶRR@ Ҡ)7   р  )    @ 7        @ 7         `@ 7  `    @ 7  р   #   **c `K  OX sGe  ҶRR I V  ҶRWR@6w5 RR Ҩ  lG! R! 7R   @R%R `<=sda@6  m U Ҍ RR ҃R#R RR z RR ҼR$R  j	 T  TG_   !c   @c! ! ҖRR`  \G! !  @K@@q L  @ 7  Ѡ  @3p@`?   `? 
 `? 
 `?a OJ7@ 7  р `  XT  TG! b !  ҖR  @R}v  lG #  c"   @B@! & !D nRu
@~Rw!RE ҖR7 RZ  Ҁ@ 7  р   |`   TG   !c   @c! !J Rw"R3 S s  PG  @Y4#   c `RaRJW ҖRw"R9 #   c `R%RJ#?#  pG{ S[ck @   u
@' 
 A( TyA @  1@  T  7 "-B@7  .   @  1@  T` a@"-"H@d@B+ @ ? `@v/  7  ` * !@"-"H@T@< @ ? ;  @< `@ 7  ` & !@"-"H@X@< @ ? < d @? @ 7  Ѡ  % `@ 7  `  $ @ !G > T !G  TZ 5% @ 7  р  1   
@ @`63@ -(7@   ` 5 5`? CE @ 7  р 2 @ 7       @ 7      !@"-"H@D@= @ ? 5< @"-"H@D@? @ ? @>  7  Ѡ  @"-"H@h@? @ ? @u>  7  р +    `@ @@  1@  T@ !@"-"H@ L@@ @ ? t? @  G?  a? T@  1@  T @ 7  р  ,  > @ 7   - `@ 7  ` - @@@s>    `$> 5 `? s@ @ 7  Ѡ / @ 7  р @/  @"-H@Z@< @ ? <  < `@ 7  `  2 @ 7  р  1   @ <   R `< @ 7  р `3   G BG  !G  qB *A* T@ 7    s  4@  1 5 T @ 7  Ѡ 1 @  1@  T @ 7  р  ~   ' T
 `( T   lG # Х c  @" ! B!D һAR #   c  ROI  pG@ @B  a5 T{BSC[DcEkF#_   @@"H@b @ ?   G! !@  @}R׵R    RR`@ 7  ` `   @ 7       @ 7  Ѡ    @ 7  р @  **#   c  H @7    ` ҙ7 "-  !@@"@j % "-b@"@c "     Tc@~0  z9v !@$ !  @6RT( d RwR Ҙ Yh RR@ 7  р `  MRwR  ҂ RR {?    R@`7   Ѡ `  19R fRWR^(%@`@
@  1@  T` @  1@  T @ 7   @ i#b@  7B b b  9R7RE 5 *6׿R Ҡ@@6 9R%a@7   Y`<=\wR vn9R׻R     \G! !  @@6 wRR 7Rd׼Rs   RswR@ 7  Ѡ  	 9R   q R]@@6O   9RwR 9RRI@  \G! R!  @@WR>Rq]  lG # Х c"   @B! & !D !RKu
@:9RX  ?#  pG{ S[ck @   u
@B& 
 & TxA; @@  1@  T@ 7 "-B@ `,   @  1@  T` a@"-"H@d@) @ ? 2 `@ 7  `  ) @"-"H@T@: @ ? :  : `@ 7  `  % @"-"H@X@: @ ? : ? `; @ 7   # `@ 7  ` " @ !G `; T !G @ T5  5" @ 7  Ѡ `. y   WR;R! 
@ @63@,(7@   `l`B 5`? C @ 7  Ѡ  1 @ 7  р  @@ 7  @  @"-"H@D@9 @ ? 8 a@"-"H@D@= @ ? `@:  7  ` @" @"-"H@l@= @ ? < @ 7  р )   ҫ @=  @  1@  T  @"-"H@ L@> @ ? X= @  G?  a= T @  1@  T   @ 7    (  @< @ 7  р  * `@ 7  ` ) @@@:    `@; 5 `? ; @ 7   @,  @ 7    @+ "- R!p@ 8  ZG G  G?  q X*V! T@ 7  р  " 5"- R!t@r @9  ?  q* XVA0 T@ 7  р  s' 4"-v@`@  1@  T` @ 6 @ 7      ;@    & T
 & T5   lG #  c  @" ! B!D ң!R #   c !R7F  pG@ @B  5 T{BSC[DcEkF#_  . @@"H@ @ ? 3  G!  !@   @R;Ra   @ 7  р    `@ 7  ` `    @ 7    @ #   **c !E@7   Ѡ |  R;R `@ 7  `   ;@|y ]t қo7 "-  !@@"@? " "-b@"@8     L Tk@; RO+ I , WR;R?w җR;R 1R;Rx2p *@6R{R  ҙ7R;R"-r@`@  1AT@`@
@  1@  T` @  1@  T @ 7  р  ] b@  7B b b    R[R0 4@  1@  T @6a@7   z`<=}  7R@ 7      [R ғ @  6WR;R   җR[Rs x @ 6  R *6RR   җRZ j  R7R d   շR  ҵ wR{RF  \G! !  @ !@$ ! 6Rmh` җRR  ҷR;R  lG #  c"   @B! & !D ROu
@>  \G! !  @x; ?#  pG{ S[k @   u
@# 
 # TzAc @  1@  T  7 "-B@ (   @  1@  T` a@"-"H@d@& @ ? `@+  7  `  & A@"-"H@T@"7 @ ? 37  `7 `@ 7  ` ! @ !G 8 T !G @ T:  5 @ 7   @/ 1 @ 7  р `  @ 7    ` A@"-"H@D@9 @ ? 9 @"-"H@D@"9 @ ? @9  7   @ @"-"H@x@: @ ? @9  7  Ѡ `      <  @  1@  T  @@"-H@ N@' @ ? : @  G?  : T@  1@  T @ 7  Ѡ )  9 @ 7  р ) `@ 7  ` ( @@@s9    `9 5 `? s9 @ 7   , @ 7  Ѡ +   L @7   R  8 @ 7    -   G BG  !G  qB *A!# T@ 7  р `  4`@  1@ T` `@ 7  `   @  1@  T @ 7  р   @ 7     cE6  
@ @63@`(7@   `  5`? oX( @@7   4 % T
  % T    lG #  c  @" ! B!D ҩ0R #   c " R=C  pG@ @B  A/ T{BSC[DkF#_   @@"H@B @ ?   G! !@  @oV RW5R"    ҥ v R>R  cEV R5R`@  7  `     @ 7  р    @ 7  Ѡ   **#   c " Be ҚDc "-  !@@"@a @  "-b@"@Z @ cE   L Tg@cIs:p.m  * `@ 6,# @ 7   `  ZV R78R@ 6 & HV R5RHV R76R`@6 Ґ>;x *6v R=R@S`@
@  1@  T` @  1@  T @ 7  р   wb@  7B b b  *& 5v R9Ra 87:R@@7    `  v RGv R:R 1`<=pa@ c  _   \G! !  @@ 6V R78R" :R;R@6v R ;R7<R@ 7    `@v R6  ҍ <Rv RW=Ru@  \G! <R!  @=R~ !@$ !  ΃6A/R  lG #  c"   @B! & !D )cE.Ru
@cEmv Rcy?#  pG{ S[k @   u
@" 
 # TzAc @  1@  T   #-B@6  (   @  1@  T` a@ #-"H@d@"& @ ? `@5)  7  ` % A@ #-"H@T@B9 @ ? 8   : `@ 7  ` @! @ !G : T !G  Tq 5 @ 7  р 1 3 @ 7  Ѡ   @ 7     A@ #-"H@D@; @ ? ; @ #-"H@D@< @ ? @:  7  р  @ #-"H@l@; @ ? @;  7!  a     > @  1@  T A@ #-"H@ L@) @ ? 6= @  G?  a= T@  1@  T @ 7    + - @< @ 7  Ѡ , `@ 7  ` +  @@@;    `O < 5 `? ;  @ 7    . @ 7   - #- R!p@ `9  ZG 9G  G?  q Y*V!$ T`@ 7  ` ` $ 5#- R!t@  8  ?  q* YVA T`@ 7  ` `  vu 5@  1@  T @6  
@ @`63@(7@   `@ 5`? 7+ @7  р `V8  ( T
 ( T5   lG #  c  @" ! B!D AJR #   c ! Ry@  pG@ @B  A2 T{BSC[DkF#_(%"	"   @@"H@ @ ? s  G! !@  @ Ҹ RNR   Ҹ RNR`@ 7  ` @    @ 7  Ѡ    @ 7   @ #   **c !%@ @7   р  @ 7   `  cEcE  #-w@`@  1@  T` @`6,c #-  !@@"@   #-c@"@  cE    Tg@c9 *68!R[R Җ  O L |@ 7  р `   RQR@`7  ҇  RZOR6 7r *6 RWR k RORh#-s@`@  1T^[@s`@
@  1@  T` @  1@  T @ 7  Ѡ  b@  7B b b  ;85 R:SRF #zSR @7     `  $  R(  / # RSRa@ c $ a`<=e    \G! !  @0@`6 Ҹ RQR :TRTR @ 6 R   UR @ 7       RzUR Ұ  UR RWR@  \G! UR!  @{8!R[R !@$ !  6HRv  lG #  c   @B & !D KcE!HReu
@cESc R ҩ?#  pG{ S[c @   u
@ 
  TuA@  1@  T @  1@  T  "-@ @@R @%   @  1@  T` a@"-"H@@  @ ? `@4&  7  ` ! @"-"H@@b. @ ? @S.  7  р     * 1@. T`@ 7  `    G4 58 T3  $ T@  1@  T @ 7   + "-7@ @@ >   @  1@  T` a@"-"H@@bC @ ? `@WB  7  ` `+ @"-H@@B @ ? @  7!  a* `@ !G A- Tv@- @y
@  1@  T  @  1@  T  `@ 7  `   O@  7!   - `@ 7  `  &  @ 7    % 3@]   & T
 % T5   lG   c  @  B#!D qAR    c #,R>  pG@ @B  != T{BSC[DcE#_ T@"-"H@@5 @ ? 4 b R  5 `@ 7  `    G !G   q *AX T@ 7  р   S- 5@  1@  T @ 7    @ җ  @  1@  T @u   1@  T t @ 7  Ѡ @ @7  р  kh&  7!  a    c #b-Ra2R=3@UROL   @@"H@ @ ? S  G !@  @,R R	  ,R6!R`@ 7  ` ` **   c # f=#"-t@@  1@T 1 "-  !|@"@ @& "-@"@ !     T_@n !@ !  #(`6R"  ,R!R@7  р @,R!R@"-H@@B @ ? -R*R *@6,R$R9  G`<=a@   8.R:Rt !G   T  5M a
@ @ 66@(7w@   `%@ 5? 7M   3@x-RV4RK"-@`@  1@  T` "- !G@@ @ T  5!   '~@ 7  р   -R9R   c #<`@ 7  `    Q
@ @66@(7@   `  5? @ -R8R   @@"H@ @ ?   G !@  @3@x-R1R"-@`@  1@  T` "-@   }@ 7  р   ,R!(R3@x-R2R  ,RV$R S,R$R  lG   c   @B# & !D ґ!R   T ҕu
@,R'Rz 3 $  \G !  @K  \G !  @ ?#  pG{ S[ck @   u
@0 
 1 TyA @  1@  T   "-B@ <   @  1@  T` a@"-"H@d@4 @ ? `@=  7  ` `3 !@"-"H@T@O @ ? O /  S `@ 7  ` / !@"-"H@X@BT @ ? vS s S @ 7  Ѡ - @ 7   , @ G `R T !G  T 5 `@ 7  ` @  o 
@ @`63@<(7@   `K 5`? ZV `@ 7  ` `F @ 7  р ,  @ 7    , !@"-"H@@O @ ? O @ aA T@5A @
@  1@  T @  1@  T @ 7  р  ? k@  7! ѡ !4 M @ 7  р @+ "- R!p@@  M `@ 7  `  ;   G BG  !G  qB *AA$ T@ 7  р  / 3 4!@"-"H@D@Q @ ? N @"-"H@D@R @ ? @P  7  р 0 a@"-"H@@BS @ ? `@R  7  ` `     R @@  1@  T@ !@"-"H@ L@BS @ ? vR @  G?  !. T@  1@  T @ 7   @D  S @ 7  Ѡ `C `@ 7  `  C @@@SR    `!R 5 `? T @ 7  р  A @ 7   @ "-ՂB@N @P   @  1@  T @"-"H@@R @ ? P @ 7  р  D  @"-H@Z@Q @ ? Q @ Q TO @ 7  р C @VT  7  Ѡ D  S `@ 7  `  E @7    D sG   0 T
 1 T   lG  Х c  @  B !D âR    c $BRU:  pG@ @B  P T{BSC[DcEkF#_  ad"-Bb@ 0   @  1@  T @"-H@@2 @ ? @s3  7  Ѡ  ? 3 `@ 7  ` * sGO  	 *6sGRy؂R  %    @@"H@ @ ?   G !@  @SЂRR"    җRтR`@ 7  ` `   @ 7  р    `@ 7  ` @   @ 7   @  **   c $9 @7    @|gyvspmi^ | "-  !@@"@8  7 "-b@"@1 (     Tc@Lh  HyEh !@ !  s{`6ʂR
 @RۂR ՠ@ 7  Ѡ   6 sG ҅& l ' !G @ T_  5   җRyтRo
@ @63@(7@   `  5`? Dӽ / sGRׂR  S җRтRF`@ 7  ` `  sGRyԂR  BR҂R> _sGR Y҂R,@@
@  1@  T `@  1@  T` @ 7  р  @  7B Ѣ b  ]Yo sGւRRa@   H`<=KsG ҷRׂR  ҷR9؂R`W   \G !  @`@6sG җRyԂR~{xurosGقRR0 @@"H@ @ ?   G !@9R  @RsG s ksG R9ڂR  RyR k=sGRR  RڂR  g+(h %sG  RڂR RۂR g>  lG  Х c   @B  & !D ҤAʂRR9܂R  sGR܂R T  @@"H@B @ ?@  ysG Ry݂R:   \G !R܂R  @sG5 j u R݂R@w@
@  1@  T  @  1@  T  @ 7  Ѡ  @  7B  b  ]Y R߂Rru
@vsG RRsG9RRT 3s  G !@  @*sG  R9݂R>  \G !  @sG  ?#  pG{ S[ @  
@ 
 A TAc`@  1@  T`  G `! T"-B@, :   @  1@  T @"-"H@@; @ ? @ k 7  р ) @ 9G ; T !G   Ty 5 T ݃R@ 7  Ѡ @( kG'R  
@ @ 64@@4(7@   `5? _4A @ 7  Ѡ $ @"-"H@@< @ ? @<  7  р  # @ # T@#  @
@  1@  T  @  1@  T @ 7   `  @ !G   T, 5 !@ 7! ! A' T ߃R
@ @ 64@ 5(7@   `d2 5? 4D  @ 7    @ @ 7   `&   G !G   q *AX" T@ 7  р   55 5 8 T A: Ta@  G?  @ T`@  1@# T` a@ 7! a A& kG`@  1  T` `@ * 7  `  cF    . T
 @- T5   lG   c  @  B%!D ΃R    c  '&R6  pG@ @B  G T{CSD[E#_ր 7  р  ۃR'R*   c  '6`@  *"-@ @ T@ 36@H@6 @ ? 6  @k 7!   ! @"-"H@\@0 @ ? 0 @  G?    T@  @
@  1@  T @  1@  T @ 7  р   @ !G `  T^@ 4
@ @64@'(7@   `% 5? R9/ @ 7    @ 7  р `  @ 7      ?" TkG`cF . @ 7!   yb'Rv׃R@ 7  Ѡ  kGkc "-  !@"@ + "-F@"@  (  cF  l% TSAcG *6@ 7  р  kG'RVR8`@ *a@!6cFkG _A  @@"H@# @ ?   G !@  @'RۃR% "a^d  GZe@W@
@  1@  T @@  1@  T@ @ 7  Ѡ @ @  7B     t8 @7    ߃R/-* Y Z 'RރRW kG@<=+j@  c$ Y  \G !  @6"-@־@@@@u    ` 5 ? =T  ҭv@ 7  р ` kG(R6RkGkGB(RvR@ 7     b'Rv׃R "-@@@@@    `a  5 ?   ~v@ 7  р   kGb(RVRat kGb'RՃRZ  lG !@&ԃR  @'RQl  \G !  @ @6߃Rpk kG(RR=NMT  \G !  @@ 6b'Rv׃R~5 !@ ! C %v6̃Rol  lG   c   @B% & !D cFãRX 
@cF % kG(RR`  \G !  @s   kGb(RR`  \G !  @`ckx?#{    @ 7B     {#_{#?#{ S[c   @?  qm  T@   G@  1@  T  "-@@@     @  1@  T` `@ G  " T !G  T8` 5   ߁R	RG a
@ @65@ (7x@   `t`5? "( `@ 7  `  @ 7  р  "-Bb@      @  1@  T @"-"H@$@" @ ? @   7  р  a@"-"H@@# @ ? `@!  7  ` @ U * 1" T@ 7  р @  4"-B@o '   @  1@  T` a@"-"H@$@b) @ ? `@(  7  `  @"-"H@@( @ ? @s  7! с a  o@"-H@@& @ ? & `@  Tw@ @x
@  1@  T  @  1@  T  `@ 7  `  @  7!  a @ 7    t"  @7      <   7! с A R
R *   c 1n3@ 7! ѡ ! [BSAcC{ƨ#_ PR@  1@  T bm5
[BSAcC{ƨ#_    @@"H@B @ ?   G !@  @݁R	Rx@ @# y
@  1@  T   @  1@  T  `@ 7  `  *@  7B    #@  @@"H@B @ ? t  G !@VR  @V	R|R@ 7  р `  	Rt	Rpc R	R`@ 7  ` _ _@aT Y   \G !  @VRA !G  T 5/ 0vs a
@ @@64@(7w@   ` 
 5? t @ 7   `  XU   @@"H@ @ ?   G !@  @R
R6R
R  R
R R
R 7VR	R Tg    \G !  @L@7    ң   ?#{ S `  HA@ qa T  G?   T  "-!@!7 q  T"-!@ "7 q T"-!@!7 q  T"-A@ `!7 q` TSA@{è#_֡   &Bc R!2R ?֠  G  T  "-!@7 q 	 T"-A@`7 qT* `JA qA! T`@   $R`@"GR&B  7c 4 ! 7 ?`@
 `@ " `fA!a  <`f`JA@ qa# T`@ `@` `@`fAB ! -B  <b a `f  lG !`3  @R%RSA {è#c   81  `JA q! T`@   $R`@AR&B  7c 4 ! 7 ?`@
 `
@` `fA!@
a
  <`f`JA@ q T`@ `@@ `@ `fA!a  <`fY  `@4&B  c! 4$R(R ?L`JA@ q T`@ `@` `@@`fA!@$a  <`fC`JA@ qA T`
@@ `@  `@ `fA!5a
  <`f:  lG !`3  @KR"&R  `@`5&B  c! 4$R,R ?  `@5&B  c! 4$RAR ?@ `@ SA`6{è#Ճ &Bc $R! 41R @R%Rf@ὃR"&Rb@Rb&R^@!RB%RZ@AR%RV@aR%RR  `@&B  c 4! 4R'R ?  `@&B  c 4! 7RbAR ?`@   8c $R! 7BR?`@   c 4! 7RFRSA@{è#՞?`@  c 4 R! 4b,R?`@   5c! 7$RGR`@  c 4 R! 4bAR?`@   c 4! 4R"1R  c R! 7"AR  j?   c! 7RbFR  ҽ  ?#{ !pG   OS[cks   @  `@    1      1=@  T`   Oc
 G #   O@  GA  B  C  D` 2O 0G&$  " EO 3=RO GPGFDB @ 43=T3=P T  -B@ S   @  1@  T @   -"H@ @BV @ ? TV @ 7  р `+    W `@  1@  T`   +   - wB@ @`^   @  1@  T  @   - "H@0@bb @ ? @Ca  @ 7  р  `&   - !@X@ J7` @ 7  `  % @@@w`    `S d 5?  b @ 7  р `  @ 7  р `  @ 7  Ѡ `    O  R  2=@ T !@!`  c l 1c T
@FABB! CA D G
E@G2='CGC%#! 3=EWACA@3=yX @  1@  T `@ 7  ` F ?\ T!#@  @_7  R}`a 4@@CAAB  @C!#@CD   @AE@3=@ 3=  q] T  ~} qi T@ 7   N @   -"H@@bY @ ? cY    -p@? @> Tb@  G_  @= TB R k@ @  {Ga @ * 7! a  K   G V@zC T@ 7! с J  Z 5 -B@ \   @  1@  T @   -"H@@_ @ ? t^ @ 7  р @: @ !G   ` T !G  T4` 5
   R*R    @ 7  р    @ 7  Ѡ `    @ 7  р  @   ` @ 7  `   * *  *   c `9 /?  T!#@  @  q, T  | q < T@ 7   &   pG{j A @B  ҡq TSA[BcCkDsE{ƨ#_ @  9G  R)R@ 7  р `   @ }@ x@ s@
@ @6<@H(7@  ` Y 5? @X @ 7  р ' a@   - "H@@S @ ? @S ` @ 7  `  @& @@ ? T@B? @ @
@  1@  T@  @  1@  T @ 7  р    3@@ !G  T s@` 5 	@ A @ 7! A  #   R*R 7@ @64@ !(7@  ` @G 5? R@R @ @ 7  @   @ 7  р  3  G  q *\V+ T@ 7  Ѡ 3  J 4  -p@? < T@  G_  * TB R E @   -BH@@J @ ? J @ 7  р  8 @@ A T@TA @
@  1@  T ` @  1@  T`  @ 7  Ѡ >  	@ @ 7! с  UI ` @ 7  `  `5   q *\Va+ T@ 7  Ѡ  H 5?O T!#@  @'7  R{ 4    A@B` Cc Da
E` 3=ca
`2={x 9GR)R 88 @@"H@b9 @ ?   G !@ 9G  @  ҺR)R  v! @ R n O 9G   R)R`@ ` T {G5 R*a @6$ 9G  ZR)R R0 G {G*$- :R)R > @}!@! 1@  T! +q  @U; *@6R)R    @ / @`@@"H@b1 @ ? Ġ  G !@ :R  @)R 9G}@ J @7    Ͼ̾ 9GzR)R: @  չ 9G  R)R" ҹ 9G ҺR)R k  \G !  @о չ 9GR)R  Ҽ * 6zR*R   Ҫ
@ G `  G@@CAAB  @CCDAE @3=@ 3=+1 6  R)R ҉! @ "R m`g! @ bR m! @ bR m!@! 1@  T! kLa! U+ *`6:R8+R   \ -  @@ @  m@ 7  р @ zR*R    G һ  @@"H@" @ ? ܢ  G !@  @   ҺR*R -?   R*Rw¼  G#T @ 7    @@
@  1@  T @  1@  T @ 7  р   7@  7B т b   ӽ@@ @ 7  @  `  ɽR*R    @ w @e :R*R   ҺR8+R    ҺR)R _ r6c  R*R   Ҵ -  @Ac   Km@ 7  р  	 zR*R    ҟ>  R8+R җ 9G :R)R 7@  \G !  @@@ @6 
R8+R ~ v  -  @A)    m@ 7  р @ RX+R    eC@^=  R*R V 1  R*R J  \G !  @X  ҚRX+R =l _$A  5_?#{  ,@S[ @FBH@ @ ?  `@c G a Tx@8 @w
@! 1@  T @! 1@  T a@ 7! a a
 @ !G   T4 5 @ 7!  A 4 Y  
@A@!6S@(7@  `m@	 5`? T @ 7!   `@ 7  `     G BG  !G  qBA T  5@ 7  р   SA[BcC{Ĩ#_@6GRb3R  c `;*[BSAcC{Ĩ#Փf  @ 7     @7   ` 3RsER |  **c `;* Қn, b  c `;3RCRSA[B{Ĩ#՟*5  E@b@4     @  1@  T @  T !G   T 5 s @ 7     k`@ 7  `   JR3R
@ @ 63@(7@  `ú  5`? q3 @ 7       c `;3RJRV*`ܺ   \G !  @A @`6cC  c `;3RaER     E@"H@" @ ? w  G !@  @AHR3R=@U@
@  1@  T @  1@  T @ 7     '@  7B Ѣ b  û~~   \G !  @3RJR5 ?#{ [   pGScks7@ @  ҡ*@  G # @?  @ T !G  @  1@  T    G	   G@  1@  T  G 5 A@BH@_ @ ? 9[  @ !G  U T:@U @@<@  1@  T@ @  1@  T  @ 7    S @ !G `  T  4@ @69@V(7@  ` T 5 ? e @@ 7  @   @ 7    @? `@ 7  `  ? .@5@!@BH@bZ @ ? {Y `@@ !O T|@N @z@  1@  T @@  1@  T@ `@ 7  ` L @@ !G `$ Te $ 5 @ 7! с   `@ 7  `  I  @ 7    H .@ @t 5    G  G @  q \A *'  4  4*@ @  1@  T  k 1 @& T  7    `  y@   s   T@  ? {3 ւ5#CcZ
@@@BH@Bo @ ? n `@@ a Tt@ta @|
@  1@  T @  1@  T `@ 7  ` @_ @ !G `  T  4@ @63@h(7@  `:e 5`? t @ 7  р @N `@ 7  ` @Y `@ 7  `  Y D/@'@ V 4@< 47@   @ 7!   !o @  A;ՠ B ` ?"h  @ :6 " A@ 7! A a  e[R3;R ] 6R;R #  cC#[    [/@  D &`V7ւ5
@@@BH@BU @ ? T @@ A: T@: @@@  1@  T@ @  1@  T @ 7  р 7 @ !G   Te 5 A@ 7! A A 5 ʄRs=R , @ 7! с a? ۄRs=RN A@ @69@ 1(7[@  `- 5 ? 9yG @ 7  р `  .@F@BH@N @ ? M `@@ C Tu@B @z
@  1@  T @@  1@  T@ `@ 7  ` @ @@ !G ` T  5p @ 7! ѡ !b  7 #  7    ) R;R U
@ @ 65@A(7@  `6? 5? Q @@ 7  @ `- @ 7  р  8 @ 7  Ѡ  7   G !G   qA@Aa$ T@ 47@   @ 7!   AB @  A;ՠ B ` ?"h  @vC#@# **  c  =' @ 7     %  `@@7  `  M  JGA@ @63@`9(7T@  `շ`7 5`? F @ 7  Ѡ   `@ 7  ` @, @@   qd\dA T: 5ւ5
@@@BH@A @ ? \@ @@ 2 T@1 `@@  1@  T` @  1@  T @ 7  р / @ !G    TG 5 a@ 7! a A tJ @ 7  р `) @ 7  р `( '@`  4@! 47@   @ 7!   a? @  A;ՠ B ` ?"h  @ 7    ͸yʸc b¸ @@97  @   R3;R Ҁ@7  р @G LAR";R  c  =& @ 7        pG@ @B  ҡ= TSA[BcCkDsE{ƨ#_H 	@ 7  р `  tRs;R @@# 7  @ `s p xRs;R# ' .c@8 M[6τR=R @`#@   @ 7!   & @#    @ 7!   & @    @ 7!   a  <t 6ԮR<R# ,)&#    \G !  @M@@%7  @ R3;R^ 	
@ @ 64@ (7@  `@ 5? = `@ 7  ` `  # `6AR=R  c  =& @6 6R=R.ηG˷?ȷŷ5·7 { y`  \G !  @޷@6)@@ 7  @ `  ʄRs=RC ȄRs=R>P WJ\ @ 7  Ѡ `  {4R<R  6@7  р  ۄRs=R Ҿ tR<R# % b һe c Хc  !`< RRT4RڄRb=R 5 @w    @@ @ TA @@3  7  @   f`@ 7  ` @ tR<R#     \G !  @Y`@ 7  ` @ TRs=Rn !Rb=R7Ե ׵  \G !  @<@@ 6lʵ   \G !  @/@@6~@  \G !  @$@6ۄRs=R ҜR3;R pݶڶ׶ԱR<RXT@@U@  1@  T @  1@  T @@ 7  @   @  7! с a  xtR<R# \TRs=R<FTRs=R?#{ BpG S @ @   " R   3  n!  [`@c @ 7!   !  5 G@@t  ` T  5"  `   c  >B5RWR$[^c_Z  
@ @68@(7@  `5 ? t* `"@ @ 7!    t" L  t  a@;  @4 @  4  R"`( t*@  G @ T !G  @  1@  T    G7 R@  1@  T f 1` T@  7  р `
 `@  @  ? `@`  @  ?  5@ 7  Ѡ  [^c_  pG@ @B  ҁW TSA{ƨ#_ G@  1@  T  !GT Ge c Хc R!?R2~ զ@ 4 '@   @ 7!   / @  A;ՠ B ` ?"h  ǵĵ[^c_ e@   7  р + gRS6R  c      # C A@U" "7w 4'@   @ 7!   A  @  A;ՠ B ` ?"h  @@ **  c  > #AAAAj  c  >"5R!UR#i  c  >b5RXR#[^c__5  E8@@; `&   @  1@  T `.@F@BH@b, @ ? + @ G A T@  @
@  1@  T  `@  1@  T` @ 7     7  !@ 7! ! ! AA* `@ 7  `  @ / T @ T !Gi 5  @ 7   @ ! @ 7   @  d`@ 7  `    c  >5R`RB#[^c_Ƴ`  \G !  @+  c  >5RAbR/#[^c_5  E8@@     @  1@  T `.@F@BH@	 @ ? " `@ G  Ty@  @z
@  1@  T  @@  1@  T@ `@ 7  `    !@ 7! ! a % @@ 7  @   @  % T  @ 7     @'  7  р @  Zd`@ 7  `  uR  s7RG AAX P|e
@ @ 63@@ (7@  `
` 5`? 3! @7    dNe c c R!>BRZ1RWTQ(N=KBHEB?AA:uR6  1s w    E@"H@ @ ?   G !@  @  c  >5Ra[RR"[^c_@ 7   `  @s_R@7   `   *  c  >5R9"[^c_@[R6     E@"H@ @ ? T  G !@  @qRs7R  '@!6 `@ 7  `     c  >5Ra]R	"[^c_!  VqR@   7  р ` s`@ 7  ` s7R@8 @
@  1@  T  @  1@  T @ 7     @  7B  b  qmsR@ @
@  1@  T   @  1@  T  @ 7  р   @  7B  b  fuR*`  \G !  @@6@ 7    s_RSPM ) b[cs_R<<  ?#{ [   pGScks7@ @  ҡ*@  G # @?  @ T !G  @  1@  T    G	   МG@  1@  T  G 5 A@BH@_ @ ? 9[  @ !G  U T:@U @@<@  1@  T@ @  1@  T  @ 7    S @ !G `  T1  4@ @69@V(7@  `w T 5 ? %e @@ 7  @   @ 7    @? `@ 7  `  ? .@5@!@BH@bZ @ ? {Y `@@ !O T|@N @z@  1@  T @@  1@  T@ `@ 7  ` L @@ !G `$ T $ 5V  @ 7! с   `@ 7  `  I  @ 7    H .@ @t 5    G  МG @  q \A *'  4  4*@ @  1@  T  Dc 1 @& T  7    `  y@   s   T@  ? {3$ ւ5#Cc
@@@BH@Bo @ ? n `@@ a Tt@ta @|
@  1@  T @  1@  T `@ 7  ` @_ @ !G `  T|  4@ @63@h(7@  `°e 5`? pt @ 7  р @N `@ 7  ` @Y `@ 7  `  Y D/@8'@ V 4@< 47@   @ 7!   !o @  A;Հ B ` ?"h  @ :6   A@ 7! A a  [RAR " 6RAR #  cC#    /@  D }`V7ւ5
@@@BH@BU @ ? T @@ A: T@: @@@  1@  T@ @  1@  T @ 7  р 7 @ !G   T 5V  A@ 7! A A 5 t%RSCR ,E  @ 7! с a? 6RSCRN A@ @69@ 1(7[@  `- 5 ? yG @ 7  р `  j.@F@BH@N @ ? M `@@ C Tu@B @z
@  1@  T @@  1@  T@ `@ 7  ` @ @@ !G ` T  5  @ 7! ѡ !b  7 #  7    ) tRAR U
@ @ 65@A(7@  `? 5? lQ @@ 7  @ `- @ 7  р  8 @ 7  Ѡ  7   G !G   qA@Aa$ T@ 47@   @ 7!   AB @  A;Հ B ` ?"h  @C#@# **  c ` " @ 7     %  `@@7  `  հ  ҰϰA@ @63@`9(7T@  `]`7 5`? F @ 7  Ѡ   `@ 7  ` @, @@   qd\dA T: 5ւ5
@@@BH@A @ ? \@ @@ 2 T@1 `@@  1@  T` @  1@  T @ 7  р / @ !G    Tϯ 58  a@ 7! a A tJ @ 7  р `) @ 7  р `( '@`  4@! 47@   @ 7!   a? @  A;Հ B ` ?"h  @ 7    UyRc'  bJGD  @@97  @   RAR Ҁ@7  р @0G L!RAR  c ` f @ 7        pG@ @B  ҡ= TSA[BcCkDsE{ƨ#_Ю 	@ 7  р `  TRSAR @@# 7  @ `  xRSAR#  .@  M 6t*RCR @#@   @ 7!   & @#    @ 7!   & @    @ 7!   a  < 6	RBR# q    \G !  @կ@@%7  @ RAR^ 
@ @ 64@ (7@  `@ 5? Ů `@ 7  ` `  n `6!RCR  c `  @6 6;RCR.VGS?PM5J7G  {?  `  \G !  @f@6)-*@@ 7  @ `  "t%RSCRC #RSCR>ح WJ  @ 7  Ѡ `  RBR  6@7  р  6RSCR Ҿ TRBR#   һE c c ` !`< RR+R4RBCR 5 @    @@ @ T  @@3  7  @   ^`@ 7  ` @ TRBR# |    \G !  @`@ 7  ` @ 4RSCRn !aRBCR7\ _  \G !  @Į@@ 6lR   \G !  @@@6~G@  \G !  @@66RSCR ҜRAR khpeb_RBRXT@@U@  1@  T @  1@  T @@ 7  @   @  7! с a  x<t
RBR# \44RSCR<F}*4RSCR#?#{ S[cks cpG Ga @/    C T  3E Eb@߭     @  1@  T @ !FH@b @ ? z @ 7  р   @@ !G   T !G `  T-@p 4A@ @o63@`(7T@  `s 5`? ! @@ 7  @ x @ @  1@  T  @   T@ !FH@B @ ?  @ !G { T@s{ `@
@  1@  T` @@  1@  T@ @ 7   x @  a@ 7! a r   @ 7   @v @ 7  р    ՠ@@|  @ | HA?@ q4 T   EE@\ @   @  1@  T` a@   5"H@(@b @ ? `@ס  7  ` l   | ` @  1@  T t   @ @EEb@4 @   @  1@  T @ !EH@~ @ ?  @ 7  р   !Fϭ`7`@ 7  `  @@@   `˫ 5`? x; @ 7    `@ 7  `  @@ 7  @    O
 R       0= TC ! X@ 1` T@#DA@Ba
 C!	 D EE`F0='AgB%#!	 1=eA ca
`2=` `@ 7  `   `@^  qJAgBBeC1IcD'Aa
E%`2=#3Q@!	 1= Q IA	 1=  @?   @'C ` T@@"H@ 5$@±  @ ? @@W @  G?  o T@uo @
@  1@  T @@  1@  T@ @ 7       @ @@ 7! ѡ Ai  @@ 7  @  @`7       |@@   T@   E   @ @ BH@@!F¦ @ ? @@@< @7       Z@@ @  c6B@6 R  ! R A  B  C  D  E  1= 1=   @ G  T8  `@ 7  ` `  0 @ 7  р `  (@@@H@<5/@"e @ ? 7 @@ 7  @  @  T@՗ @
@  1@  T @@  1@  T@ @ 7    [ @  7! ѡ X ܨ @@ 7  @  @ 6 T  F@  1T  @@I  HA qI T   EEb@  n   @  1@  T` a@   5"H@(@s @ ? s `@ 7  ` `  ƫ  ث u @  1@  T t \ v @E E"@ @K   @  1@  T` a@@"H@ 50@"y @ ? `@w  7  `  _  !F) u7@ 7  р `^ @@@x   `%~ 5`? Ҫ| @ 7   `_ `@ 7  `  _ @@ 7  @ ]   O
 RC       0= X T ! tV@ 1` T@#DA@Ba C D DE`G0=@gC 0=eAca`3=sr @ 7  р `^ `@qKAgCB eCHcD@aE`3=Q0=_cP@ IQ A	 1= r @@  T@ @"H@ 5$@b @ ? @w @  G?  = T@< @
@  1@  T @@  1@  T@ @ 7   q  N @ @ 7! ѡ 6 7 @@ 7  @ m @ 7      @R T@  E   s @ @BH@!Fw @ ? @u `@ 7  `    Ū@@C  c@B R  ! RA B C D E 0= 1=N  u @ G 1 T  @ 7  р @+ { @ 7   @d @@@H@<5/@B} @ ? | @@ 7  @ d @ g T@Ug @
@  1@  T @@  1@  T@ @ 7   d  @  7! ѡ ' x @@ 7  @ @a  T<    t  R   RRGR    @@ 7  @ `  M  `@ 7  `   **  c   @@ 5@ @  @  q T  jf q@, T dX  Ta"@  @  q- T  _f q T  @ 7  р      @ 7        pG/B @B  A} TSA[BcCkDsE{ƨ#_
;iɨ    E@"H@Bh @ ? |  G !@  @  R    ORGR  M8ީ !G `  T  4
@ @@63@ C(7@  `f  5@`? @r   R ҵXR6HR        @ 7   ` @7  р `X  Z [ Ec ЄRa2R&@Eca2R%R  ҙ&  5 Fh    PY@ 7   G   R RvJR   7  R  VR6HR  /yVv/sV! @ R X! @ ⒅R X'  ҆`@ 7  ` \3@   
 a  @ E@BH@a @ ?@_  C  >@@ 8@I481|.  ' @ @  @ .@{
@ `@  1@  T` @  @  1@  T   @ 7   `Z @^  b@ 7B b b  @[@W   R  uRvJR    R   ҵXR6HR  +   R    5PRGR  $[Ԩ@  @7     @˨S@[`@Y@  1@  T`  @  1@  T  @@ 7  @ `+  b@  7B b   t[P[Kixp\@A   E@"H@bA @ ?`?   m< T`@$   jRIR) r@/ 4@@   E@"H@< @ ?`>    R   \RvHR  `@ 7  ` `   Ҙ O K@
 -9 T%   R ՄRJR    R   5]RvHR  y c  R vRvIR  8   R RRGR       R  ]RvHR    R   5wRvIR  R  R^RvHR     R  wRvIR  CĦ 5   E@BH@B3 @ ?@3    R ҵxRvIR  0  RU^RvHR    RUxRvIR   8 `U  R^RvHR    u `  R xRvIR    R ҕ_RvHR n  5aRHR g  R  ҕyRvIR  r`  \G !  @קi  `  \G !  @Χ   R xRvIR     @@  R5{RIR   7  @@ y@urY
| l k@pgqd
| ^[XRS  VOLG    ҵmR6IR  RR6JR     mR6IR @ @  ҵcRHR  @ @r  RR6JR   إ @H   UnR6IRT  ueRHRȥ @  R ҵ}RIR    R  UR6JR  <@WW@ @  1@  T @  @  1@  T   @ 7  р ` @9  @ 7B  b  @֦@   5pR6IR  R uRIR  r  R  5R6JR    ҕpR6IRex    urR6IR  R ҕR6JR  Tg   R  uR6JR  `  G  R!@ ҕjR  @IR6E`  G !@  @.  R ҕ\RvHR  7B@`  G  R!@ ҕR  @JR   R %`  G !@  @  R ҕvRvIR  `  \G !  @6g`  G !@  @  R ^RvHR  `  G !@  @  R xRvIR   @8T5,`  \G !  @bi|?#Cc cpG{ S[ d @  d G 4@"    T
 @ TT `  pG@ @   T{BSC[DC#"@!@  T
 
 T  c D `  lGe  Х B   @ !IRDR  c  '`  pG@ @B  A T{B  SC[DC#_!@  c   l  T@ !F"@     T !F"@       MT ! !  U 6GR <=!@   ?#c cpG{&@S c	w Gd @/  +    ! T"@[! R C ' h @4 `@ @ 7!   /  5 A@BH@t 6 @ ? 5 @k
y 9G !/ T@. @@
@  1@  T@ @  1@  T @ 7  Ѡ , @u G   T 4
@ @ 65@@1(7@  `ߣ. 5? 8A @@s 7  @ ` @ 7  Ѡ '  @ 7    @' `.@5@!@BH@H @ ? G @ a( T@;( `@
@  1@  T` @@  1@  T@ @ 7  р  & @@u G @
 TT	 5  a@ 7! a ; t u GW  E  6 T`  lG  @f E c $   B@!R  c JR$  a !pG/@" @c  m T{FSGcI#_[M e c    A@ 7! A 3 Xl sA@ @ 64@`9(7X@  `L 5? K `@ 7  `  , @ 7  р @  @ 7    @ `.@ @Q 5  t@  *@a  @  ?Ԥ5x@@@ 	 Ta !Gϣ`	 58    `"@ @ 7!    t" | > `3 t T7 `@ւ5W
@@@BH@B @ ? A `@ / Tv@. @t
@  1@  T @  1@  T `@ 7  `   @  Ta !G  5  @ 7!  !& u sKRNRt  
@ @6:@(7@  `ˢ  5@? yO wRNR   
@ @63@@ (7@  `7 5`? bB @ 7    `@ 7  ` " @ 7  Ѡ " @  1@  T [HkJsK`  G  *MEj  UMRR**  c [H  @@`7  @ @9 WRuMR Հ@ 7  р   kJ wuMRR| L ҃`@ 7  ` `  RMR@@  7  @ `          c C B@I 07ւ5
@@@BH@/ @ ? t. @  T@ @
@  1@  T  @  1@  T  @ 7  р   @a !G  T` 5#  @ 7!  A@ @ @ 7  р @ `@ 7  `   hA@}kJ sKvNKkJoG!@ + Y@   T[+@9)`  \G !  @d@@ 6 WRuMRTkJN%b! [Ha ! !@C@NS 6R*!@ @63@ (74@  `  5`? L! @ 7   `   6  RMR > ޢ}ۢWR5NR 0Ӣ[  h [ @  MT  !F"@ @ + [Hz5  E4@@    @  1@  T@ `.@F@BH@ @ ? T @ a T@5 @
@  1@  T `@  1@  T` @ 7  р     @ 7! ѡ  T `@ 7  ` ` @@  T|  @ 7  р @ @@3   7  @   -R`@ 7  ` @  wRuNRa@ 7   YkJNRsK7Ry `  \G !  @|`@ 6@ 7   `  >R G@   @ 7!   a	 @    @ 7!    @    @ 7!     NRsK 7R֠ |E C c @ !`< RRl5Ǡ`  \G !  @,@ 6sKRNRT``  \G !  @@6ޡ\ۡeءhա mС?  C    E@"H@" @ ? `  G !@  @\װRuNR RuNRo 	`  \G !  @ۡ}@@  7  @   `@ 7  `   ײRuNRU@@W@  1@  T @  1@  T @@ 7  @   @  7B Ѣ b  u״RuNRo[k
s) dR'] ?#{  [ 5S T@@ E@'    @  1@  T` a@5"H@D@ @ ? `@  7  ` 
 @5"H@H@B @ ?     ?  2@ a !G  T@b BxG? ! T 	 @@@u   ` 5? Z @ 7B т  @ 7B   `@ 7  `  
 @    @  1@  T ւ5N@  @u   1@  T   a @ 7  Ѡ ` [BSA@{Ĩ#_ݠ[BSA@{Ĩ#_  URR  R@ 7  р 
 @ 7B   @*BQR   c [BSA{Ĩ#_@m    E@"H@
 @ ? `  G !@  @8uRQ S 7  ` `  R@ 7  р  R? OUR`@ 7  `  @ 7  р `  p7`  lG 5R!   @  Ҟ RR[  c bQRARe@`  \G UR!  @} 3B?#c cpG{ S[ a @   u
@ 
 a TtA6@ @   $@@B8@ B@b @ ? S `@a !G  Ta !G `  T`@ 4a
@ @65@
(7v@  ` 5? Tt `@ 7  ` ` `  pG@ @B  ҁ T{BSC[D#_ ` T
  Tu  `  lGE У  c  @  B@!D ҃R  c BiR   t`@ 7  `  R  c biR G  ҫ`  G  B!  @W!
RA
R+    !F"@~   ! G"@w 	  +@  l  T@fa ! ! @O6Ru@5@v
@  1@  T @  1@  T `@ 7  `    @  7B Ѣ    Քf,``  \G !  @`<=pa@ + j N$ C *  @Z +@Rfu
@+@T+  ?#{e pG S[ck @   "@B 1@  T"  5T@  EB@  \   @  1@  T @z ZG \ T@ %    R:oR@ Ҁ 7  Ѡ  Q    @ 7    P   `@ 7  ` @P   @ 7   O AA **  c @)@ 7  р L `  pG@ @B  ! TSA[BcCkD{ƨ#_@  @ "   @  1@  T  @  19 @  T @@@T T   `R U 5 `? U  @ 7     L @ 7  р  K  @ 7     J `@  1@  T` 5 |!X@I Q | G{ {G y 9G?  q [*Y. T@ 7  Ѡ B % 5`@ 7  ` D  Р 7E E@U T   @  1@  T @5"H@d@bV @ ? @XV  7  Ѡ  ?  @  V Ta !G  T` 5@   RoR U@ @65@J(7@  `@5@? 5X  @ 7    ;   q *[Y= T@ 7  Ѡ : z% 5 E  EB@  W   @  1@  T @ !EH@Z @ ? @X  7   `Q   ' Y @  @  1@  T   @@  `Z  E  E@ܝ @[   @  1@  T   @ !EH@^ @ ? ^  @ 7    @@  !FwW7@ 7   ? `@@@^   `s _ 5 ?  _ `@ 7  ` `  ̝@@ 7  @ `  ŝ@ 7  Ѡ `    O  R         3=@9 Ta ! c H 1a T @#GAB  CDD E3= 0=@W @ 7   `G @: 4@  Y@ T @  @  qm\ T  Y_  q@] T @AB@  CC@AD@EC 3=4@A@3=WU @ <@@V ` ҁ E @  1@  T `@   1@  T` @  @   1@  T   @AA o5  /!\@:H  9  ?  q* [Y T@ 7  Ѡ `  B`@ 7  ` `  ;w4 ւ5Eb@`@@@*   `ț + 5 ? uT  L`@ 7  ` VRzoRAVRAzoR'V *@6ֆRZoR   `@ 7  `  @ 6  O    #@     Z        O@GABL CDD E3=A4@?  $Y  0=@ T! @  @  q4 T  Y_  q9 T @ A" RB@  CC@AD@EC 3=A!F@3= /  ?  q* [Y% T@ 7   ` u 5@`  GA@?   T@c / @b R 9 @ 7    +   q *[Ya$ T@ 7  Ѡ  4ւ5   En@c  A  KL@ 7   A A6RApR|wyzv}sAAnk *6RZoR   S_"\5+XUOQNK * 6RoR    0`)   E@"H@") @ ? C' @[`@
@  1@  T` @  1@  T @ 7  Ѡ @ ` 1 @8 B !  L   vR:oR     ҖRZoR̚``  \G  !  @vR:oR, Ҫ@ @  1`  T@   @B4 ? ޛH ұ  A։RAzoR &   E@BH@' @ ? `  G ЖR!@oR  @bAAz N ֌RoR@@@  1@  T @@  1@  T@  @ 7      @  @ 7c     յ?Й *@6RpRt   ҶRZoRtI@`  \G !  @# *`6RpR  d6    E@"H@ @ ? W`  G ЖR!@oR  @AAhV   ֐RoR@ 1IARApRS6RoR BA֦RAqRJ! @ R J  ֒RoR!ARApR:RoR    E@"H@ @ ? 8`  G  !@  @RoR u *@#4@  b @?4  7B b   *( VRoR`  G !@  @6R:oR F  RoR  RoR֠RpR @`  \G R!oR  @`  G VR!oR  @AAւ5   Ej@  
  tJ@ 7   VRpR`wAVRApR! @ R 2JARAoR *@A4@    @_4  7     ` *
K P `  \G !  @ARApRyvsARAoR/ 	 RoRZ' KcA֘RApRm R:oRI_$# ?#{ S [  @zsyGz3s ATSA[B@{Ĩ#__?#{ S[cksCb BpG @ @    @  1@  T     tE@E@ :   @  1@  T   @ !FH@> @ ? >  @ 7     *     ? `@  1@  T`   A  "5 Bp@!F17@@@T+   `@ 5? 6t @ 7   3  @ 7    2 @ 7  р 1 `@ 7  ` 0 @  5"H@t@ @ ? @@ @ !EH@" @ ? 5 @a !G  ; T@V; @
@  1@  T @  1@  T @ 7  Ѡ ! @a !G  T 5V  @ 7!      R# ׆R          yR    @ 7! с A    @ 7!   !   @ @ 7  @     `@ 7  ` @  @ @c  	@@  @  @ 7@          @ 7  Ѡ    @ 7  р   @    @ 7        @ 7        @ 7    ` #@@ 5@ @  @  qM( T  iU q  T`  G_ D@  TA#@  @  q* T  \U q  T`@ 7  `  `  pGA @B  T@CSA[BcCkDsE{ƨ#_ց@ @@63@`l(7@  `  5`? MS @ 7   j @ 7  Ѡ @ @ 7  р    " R F+   " R!F$       5@E6x@@    @  1@  T @@  T@ ޘ `   R# `R      `zR  5C3 @4 NQ[^*o   R# ҆R         `yR     @ 7!   @7!  avCr4ol  R # `҆R          `yR WCS2P{MsJkGc    E@"H@ @ ? @  G !@  @ؖ  R# ІR          `yR     R#  цR           `yR    R# цR           `yR  ~! @ "R G  R#  ҆R          `yR  \  sC! @ BR gG"  @` @  1@  T`  `@@  1# @  T` !@7@@ wr   `W w 5 ? @u @ 7    [  @ 7    Y @A !hG > TA !G \ T 4@K @BK   @ ?@ k  @ 7    Z yE@E"@j n   @  1@  T  @  5 "H@|@r @ ? @p  @ 7    `Z @@ q TA !G `  T@9 4
@ @868@i(7@  `  5 ?  @ 7   X xE@E@/ @t   @  1@  T @ !EH@By @ ? Xw @ 7   5  @@  x T8  {  @ 7    `4   O@  GC  R        0=KS T#a !#+B 1#B T@DA@B	 CA D@GE E0=GCAECA@3=A 	 1=x @ 7  р `-  @+ A	B@  CCDA	E@ 1=C@#@A`E@3=   B? # w @ D!5BH@/ !|@w @ ? D/@w  @ 7      ŖD#@ QKA#6GCB EC"@6CD RAE@! R	@O@ M @3=1I'A%#!	 1=' G  s @@D/@  & T/  D /@ @@7      / D/@|" @ 7    X / B@p @D/@ 7  р  ]  @ @Aa@ 	B CD	E 1="H@@3 @0=/ \F| @ ?E X{  @@ f T@Af   @@  1@  T   @  1@  T  @ 7    c '7 C 'E 7@" @ 7B "   x @ 7   `] @  GA !G   q *A@AAM T@ 7  р    4@   T'@  m T    TC @ 3@O@ #@#  @zs?C{3s ATOC@#@  Ȕ@@  `E  &  @@@s @ !5  BH@!@ @ ? @@ @ 7    ^  63@ A RB @6'@! R	@ C# D!	E 0=#!	 1=g  @` @@  T`  ѕ @Y R     {R 4@` @ @@  1T  ҞV  y  R#  R      zR  Q\  @@ + @+@[{E?`R     zR @
@3 @@  1@  T@ 3@  @  1@  T   @ 7    3@/  B@ D/@ 7B B b  3@/ JD/@3@   o @    @@ 7!  a  2@,@  @~7     `~# T  @  \G !  @K  R # ҆R   R# `ԆR          yR  @ 7   `    R# ׆R          yR  `@@w7  @ wߔ ۔@. ֔@$   R# ՆR         yR  @+@@@  1 T   R# @نR          zR  %,  R# چR         zR  9  R#  ܆R       @zR  mG@   E@"H@bX @ ? t@  G !@  @  R# ݆R       `zR  @Xr @@  1@  T   @  1@  T  @ 7  р `9 ` a `x B !  u@  \G !  @s@ 6E  R# `R     `zR      R# R      `zR   ҳ ߒ@V    E@"H@X @ ?@ T  В@V   R# R       `zR  y  R# @R     zR  k @k@x @
@  1@  T  @  1@  T @ 7    / , @  7B  b  ,ȓ(/ ÓD/@; + @ *+@ 6R    zR *w@   E@BH@P @ ? @  G !@  @A  R# R     zR  D/@  R#  R      zR   = 7@@@  1@  T @@  1@  T@  @ 7     7  @  7B  b  )\%  R# R    zR   &HEJ   R#  R       zR    R# @R     zR '7 ''E7@ E R    zR ԑ D/@C R    zR R      zR | R    zR m @C
" F   @  1@  T  @` @9   1@  T`   @     +  @ 7      @ 7  р  @ 7    `E   .  !5 !@  @.  @ 7    	 @  @/ `E   @@`/  !5!@  @@/ @ 7     @@@ @1 T`   @ @  R   @{R 4`R    zR @8 E R    zR khe a@]R     {R H '   @  1@  T        @+ @ 7    @ 7  р   @ 7    @ `E\  )  !F/   * `@ 7  `   @@  + T    @(  @ 7      5 !,@  @* @ @ 7  @   @@ A T@ `@
@  1@  T`  @  1@  T  @ 7     @C  '  @ 7    @  5!L@  @' @7  р  ӑn @@ R     {R G@  G  R!@  @bR     {R 6u >F@@@  G  R!@  @H R`R    {R @A{  @@  1@  T   @  1@  T  @ 7    `    @! f B  ! ҙ`R|AyCvE@ R   {R R@  G !@   @@  R#  R     zR  @  \G !  @I R   @{R @:C @R  @{R :@)/ 4D/@R  @{R R  @{R #! z R   @{R 5@   &A@  @\@  1@  T   @  1@  T @ @ 7  @       @ @ h G  ! ҟ@  \G !  @`	R  @{R _@R   `{R XR   `{R Q`R     `{R D@`@@  1@  T` @  1@  T  @ 7       R   `{R *R     `{R  R    `{R  @
  @@  R# `R       `zR  R     {R ?#{ {#/  ?#C cpG{ S[ a @   u
@ 
 a TtA6@ @   $@@B8@ B@b @ ? S `@A !G  TA !G `  T@ 4a
@ @65@
(7v@  `ʎ 5? x4 `@ 7  ` ` @  pG@ @B  A T{BSC[D#_   T
 @ Tu  @  lG% Ѓ  c  @  B@!D ҧ,R  c 
"R ;   t`@ 7  `  a2R  c 
BR ( k   ҫ@  G  B!  @{0R0Rя+    !F"@   ! G"@ `	  +@  l  T@f A @!  ?6a*Ru@U@v
@  1@  T @  1@  T `@ 7  `   @  7B Ѣ   R@  \G !  @`<=a@ +  t$ C *  @ +@)Rhu
@+@V+ ?#C cpG{ S[ a @   u
@ 
 A TtA6@ @   $@@B8@ B@B @ ? 3 `@A !G  TA !G `  T  4a
@ @65@
(7v@  `ɍ 5? wT `@ 7  ` @ @  pG@ @B  a T{BSC[D#_ @ T
 ` TU @  lG% Ѓ  c  @  B@!D ҧ!R  c  bR ;   `@ 7  `  R  c  R ( k   Ҭ@  G  B!  @{RRю+    !F"@   ! G"@ 	  +@  l  T@gA !  !  @>6Ru@U@v
@  1@  T @  1@  T `@ 7  `    @  7B Ѣ    մP`@  \G !  @`<=a@ +  r$ C *  @~ +@Rfu
@+@T+  ?#{ @ @S  1[c@  T@   Ѐ 3G Eb@)     @  1@  T @@  G?   T@ T  @7 R  Ѡ     `@ 7  `     @ 7     Rl  "  Ҁ@  1@  T a@  14 @  T  @b@@W    ` 5 ? X `@ 7  `    @ 7      @ 7  р     R!F7  A !GC cG B BG?  q C*B! T`@ 7  `  4 5@   @  1@  T @u   1@  T v @ 7  Ѡ  [BSAcC{Ũ#_ *6`@ 7  `  WR⑀R *  c   vRR[BSAcC{Ũ#_Z    E@"H@ @ ? U@  G !@  @%RR# @y  @
@  1@  T   @  1@  T  @ 7  Ѡ 
 ` ~  B ! y #@?a6 4    @`7 WR7R⑀R @ 7WR @  \G !  @t @ 6 WR Ѐ 3E@G`@@@T   `ȋ 5 ? u  <`@ 7  ` 7RR@7RR]R"RZڋ  @  \G !  @?RRL#@ŋ { ֌  @ 7#@ R#@ R  ?#{ @ @S  1[c@  T@   Ѐ 8G E@  ,   @k  1@  T` a@@  G?  - T@ ތ `  0RWRc@ 7c c #"   #@ 7c # !   @ 7  Ѡ `% kD ** Ѐ c  @ 7   ! [BSAcC{ƨ#_$  ҂@B 1@  T #@B 1t @  T  @$@@ -   `!- 5 `? ΋. "@ 7B "   @ 7      @ 7  р     :" R @ * X G+ Z ZG [ {GZ[ T  T@ 7  р  !:" R!@ @,   q Z[ T@ 7  р   4@@  G?    T `' B Rx  * @ 7  р  $   q *dZd[! T`@ 7  `   
 4 :" R @_ `&  Z[a T ! T`@ 7  ` ! !:" R!@M %   q Z[! T`@ 7  `    4`   # @  1@  T @v   1@  T @u   1@  T kD+@w @(`5% * 64R@ 7  р  
 kDR+@(@  1@  T ы5 Հ 9:E5@`@@@    `]  5 ? 
3  z;`@ 7  ` X8RR@ kD+@U/'[BSAcC{ƨ#_ր@ R6Ɖ5É *6+@8;RR  Ҷx >@   E@"H@ @ ? S k *6+@6RR  қz@Z@@x
@  1@  T@  @  1@  T  `@ 7  `  
 ` a @ D # : `@ R@6 9:E5@`@@@   `҉@ 5 ?   :`@ 7  ` 8=R7R&kD8=R+@7Rp  `WR82R QkD4RR`Չ@@  \G !  @:5R$ĉ  @  \G !  @)kD7R+@R?kDx4R+@R:kD:R+@R55RkD?R+@WR.kD:R+@R)؊kDX8R+@R"@  G !@  @p,RWR Y ҙ ` Ғ kD<R+@7Rz@@  \G !  @ߊ 0RWR?#{  S[ ck @FD pGF @  @  H@"q @ ? 3q `@X G a T|@a @y
@  1@  T  @  1@  T  `@ 7  ` !  @A !G `  T 4!@ @63@!(7;@  ``h 5`? {g @ 7  р @ `@ 7  ` @R `@ 7  `  R .@ !F@BH@m @ ? l `@ [ T|@\[ @y
@  1@  T  @  1@  T  `@ 7  `  Y  @A !G `4 To 4 5  @ 7! с A ۠ `@ 7  `  U `@ 7  ` T .@ @`   *@`@  1@  T`  : 1`@2 T  7  ` R       R{@r
 g 	 g դ@zsC ,@ ka* T0@( 6 @@@cZ @h@ a* Tl@ a Tb@ b)* Ta @ a Tk$@` @x!`d@a@ T  q- T / RC@` @ bL Tb@` k T`@8c`@`  (h k `& Tn aL T Հz3} ` zs  iM T  3F Eb@ `r   @  1@  T  .@ !F@BH@w @ ? v `@ _ Tv@v_ @u
@  1@  T @  1@  T `@ 7  ` @] @A !G 9 TɈ@9 52  @ 7!  b : } %  @ 7! с   h {L a @A !G ATY @B  @ )a kT`@8bb@@@`b@ , (h nz3   c   Ɉ@F !F@BH@~ @ ? S} `@ at Tt@4t @y
@  1@  T  @  1@  T  `@ 7  ` `T  @A !G 7 Tc7 5  @ 7! с V 9 ARARAA  @ 7    = AA   g  aTs TAAAA@F !F@BH@s @ ? r  @ j T3@j `@5@  1@  T` @  1@  T  @ 7    J @A !G `  T@H 4
@ @G64@n(7@  `` l 5? Tj `@ 7  `  H  @ 7    @^ @ 7  р  ^ @   @ 7!   e @U A;@ B ` ?AA"h   @h@ a Tl@ aJT@  ?A  @ &Bc "R! R ?@A`  /!@ @63@4(7;@  `1 5`? ÇG @ 7  р `  UlQ   7  ` @. U\R4R  c k     j# C A@ 57@F !F@BH@4 @ ? y0  @ ) T8@x)  @:@  1@  T  @@  1@  T@  @ 7    @' @@! !G   Tw 5  @ 7!  7 3 ՁR] A@ @ 63@*(7Y@  `( 5`? ^sF  @ 7      @ 7     `@ 7  `  @   @ 7!   $ @  A;@ B ` ?"h  @@ A A  **c     pG@ @B  V TSA[BcCkD{Ȩ#_͇@   ХBc Ѐ !  RR ?@A`mo
@ @63@9(7@  `F 6 5`? E @ 7    " `@ 7  ` +  @ < T! !G ' T܆' 5E  @ 7  р " 3-  @ 7     )  A7`@ 7  `  kRARAAA  I  
lViXfjc68  C!@ @@63@A(75@  `> 5`? B @ 7  р   `@ 7  ` `1 @ 7  Ѡ  1 A@c@   @ 7!   7 @  A;@ B ` ?"h AAAAAAH#" ` @ 7  р  * URRAA,A  Ѐ @ &B Ё c! RR ?@A`L 3USRR  s@ 7  р `  uYRR   @@7    ߆| ]WRR  u ӆ @ 7    `  ˆՁR   ҬRх@   @ 7!     @    @ 7!    @    @ 7!     R9e [+Nq  "B  a@ 7! a ! tsRR|}\zw.t   \G !  @@ 6URRYfd@`\XH!@ @@63@@ (7<@  `  5`? S @7  р @@=:    \G !  @e@ 6E     \G !  @Z@ 7  р @ kRARAAA  3܄    E@"H@" @ ?    G !@  @gRAA!@ 7   `  @   7  Ѡ   AiRARAA 4UgR E   \G !  @ @6
  Хc   !`< RRƅÅ
 tv5@5@6@  1@  T @  1@  T  @ 7       @  7B Ѣ b  	i  
e  |  @  Х`c$Rb;R !@A`~|HB   \G !  @@6z7     \G !  @`@	7  `  RsRY@ 7  р XJ ҋAqRARl b ARARAAAA^    \G !  @k@ 6ARARAA, /)& kRsR9+?#{" BpG S[ cks@ @    @  1@  T     EE@ф @^   @  1@  T   @ !FH@b` @ ?  @Z`  7     O    `` `@  1@  T` 3 w  b   B G!F` T7@@@@TM   `aM 5? m @@ 7  @  W  @ 7     V `@ 7  `  U `@ 7  `  T  @a !$GH@e @ ? e  @a !EH@Bl @ ? j `@! !G  ![ Tz@Z @@|@  1@  T@ @  1@  T `@ 7  `  D @! !G   Tǃ
 50  A@ 7! A !\ 3   R  WRvR    `@ 7  ` @J   **c    Ҁ@ 7  р  H @  5#@  @  qP T  @ qY T   G @  T"@  @  qQ T  u@ q \ T`@ 7  ` @E    pGA @B  ҁ TSA[BcCkDsE{ƨ#_ց@ @ 63@O(7@  `@V 5`? fSz @@ 7  @ `M `@ 7  ` G  @ 7    `G EE@  i   @  1@  T` `@a !EH@l @ ? j `@ 7  ` G  @@ k T! !G 3 T/3 5  z  @ 7    E   O   G  R`  ``````3=#_ @ T! !. 1@v T`@cpGAfB dCGbD`Ep3=oA3=h @@ 7  @  @ EA B@A E @ h  @  1@  T   @a !,GH@k @ ?  @zj  7    F @@@ `j T! !G `  Tʂ% 4A@ @@%69@c(7U@  ` % 5 ? n @@ 7  @ `F   O R@ 2=? 9 T! !ck. 1 m T
@FABB Ca DG
E`G2=CgC3=eoAca`3=5g  @ 7    @A `@` a@cA aB`CcD"H@aE`3=A A 3=FBd @ ? c ` F? V T"@   G_  0 TB RR  .    G!@ * 7! ! !N    G @d@`@z 9 Ta@ 7! a * 9 5@  mc T@  e TA@L`g E   h @a !FBH@i @ ? [h  @ 7    @^ B БKAc6CB ЅCB@6D RE3=sw! RS@H@P  0=c   e `@@ `g T  @@ 7  @  Z `@Ve  7  ` Y @a !FH@"j @ ? @i  7   @X @@ \ T@V\ @
@  1@  T  @  1@  T  @ 7    Z  @  7!  [  @f  7    U @@a !F 8@`Y @"Y @ ? f @@7  @  jgd7   R  7R6R  .      7RR!@ @@68@ #(7:@  `ـ  5 ? Ze   R  RR       R  R6R   @ 7    @ @@7  @ `_	WOGɀ@ `  E@"H@bB @ ?    G !@  @  R   җR6R    R    ןR6R   R  7R6R  ұЁ́	! @ BƈR V1  R   נR6R   F! @ bƈR D1 ҃ @wRֽR9 @7    1 ; @ `# T   G! !G  *!@A6 @7     z.8   R  RVR 
@@ 7  @ @/   R  WRvR @ 7  Ѡ YV    \G !  7R  @6R|  R   R  җRvR  8u *6װRֽR. EV   9 @a !FBH@9 @ ? `@9  7  `  ) B БKAc6CB ЅCB@6D RE3=sw! RS@H@P  0=  @7 @@@ 7 T  @ 7    & @@y:  7  @ '  @a !FH@9 @ ? 9  @ 7    ' `@@ !) Tv@( @z@  1@  T @@  1@  T@ `@ 7  ` &  @  7!  + @@RR@ `  E@"H@, @ ? %   Ga !@  @K  R  RR <  R  7RR /X )G);@`@8@  1@  T`  @  1@  T   @ 7    `  b@  7B b b  r" R*; {G  R wRR " R*; {G % ) `  E@BH@( @ ? y   Ga  !@R  @R~    \Ga !  @t@@`6  WRR~ U@A@ @  1@  T @  @  1@  T   @@ 7  @   @x  @ 7B Ѣ   @ ٔ@| M  R   RR RRf7RֽR~ ~   \Ga  !7R  @R%~ /2=   G  R!@RR  @w~nQ   G  R!@7RR  @g~^<.  2RRL0  8׽R6RB"R6R \~ wR 6Rn  g  WR6R\y@ @w@  1@  T  @  1@  T `@ 7  `   "@  7B " b  daWRRR6R~ ~ 3R R&~  җR6RRRnR6R[@[`@W@  1@  T` @  1@  T @@ 7  @   b@  7B b b  ,(״RRF} 47RRw RR}    \Ga !  @;O~  ?#{ {#  _$C ?#{ S [   ՠ@zs z3s ATSA[B@{Ĩ#__?#{ S[cksC" BpG @ @    @  1@  T   { | tEE@~ 9   @  1@  T@ @@a !FH@< @ ? < @@ 7  @ @)   Ҽ~ = `@  1@  T` S @ @@ b a B G!F)07@@@) `  `*}` 5? }u @ 7   2 @@ 7  @ 1  @ 7    0 `@ 7  ` / @a !$GH@ @ ?  @a !EH@ @ ?  @! !G  A: T@: @
@  1@  T  @  1@  T  @ 7  р    @! !G  T} 5  @ 7!  !   R      ҜۈR  # R     @ 7!      @ 7!      @ @ 7  @     `@ 7  `  @c  *c L 6  @ 7   @    @ 7  Ѡ @ @    @ 7      @    @ 7       @    @ 7          @ 7      #@@ 5@ @  @  qM' T  : qy T   G @  T"@  @  q( T   : q  T`@ 7  `      pGA @B  TCSA[BcCkDsE{ƨ#_@ @`63@@g(7@`  `C|@y 5`? |s @ 7   d @ 7  р @ @ 7  Ѡ   ` " R F| ~ a " R!F|   3|   a ЀE4(G@W}     @  1@  T   @@   T@ ҃} `   R    \R # `R  7_}[}C5 V}@6Q}NN}fK}2H}}    R      |ֈR  # `R    A@ 7! A a W@7!  $}C }>}.}}!}  R \ֈR#  `R          }C|7||{|s|k{  `  E@"H@ @ ?    Ga !@  @{  R       ԈR  # `R  {   R        ՈR  # `R    R        |ՈR  # `R  |||! @` R .,  R       ֈR  # `R  [c  M! @` "R ,"  @` @  1@  T`  `@@  1# @  T` !@:@@ :i `  `{ o 5 @? {@m @ 7  р @T  @ 7     S @! !hG @: T! !G U T 4@E @E   @ ?@ @f  @ 7    @S tEE@| `f   @  1@  T  @a  !,GH@j @ ? @h  @ 7     S @@ `i T! !G `  Tc{4 4
@ @469@``(7@`  `z`z 5 ? W{yy @ 7   @Q tEE@{ `k   @  1@  T @a !EH@o @ ? n @ 7   @1 @@ n T@  r @ 7  р /   O   GC  R # 3=K L T! !#& 1`x T@GACBA C
 DFE@G3=BGC
2=EA CA@3=@o  @ 7     ) @@CAAB @C@ CD
AE@3=@+ `E
2= @ #@? #  n @a ' !,GBH@"n @ ? '@7n  @ 7    `  y{@JA BB#6C D"@6
E+@ RN@! RL 2=H@0=' |  `j @@'@ ! T' R '@ @ 7  р   ' H{'@ @ 7   Q ' a'@4u  @'@ 7     V @@` @CAa@ AB@CCDAE@3="H@@' @3=\Fr @ ?3@ r @@@ a^ TA@!^   @W@  1@  T   @  1@  T @@ 7  @ [  F " @ 7B "   o @ 7    V    G! !G   q *A#@AG T @ 7    @ w 4+@   T/@   T@# y   T#@  @# @ @ xw D x7 T`E   @l @a  !0GBH@| @ ? @| @ 7   @c  6'@ A RB @6/@! R@C DE3=0=7|  @`{ @@ } T`  z @Q  ÀR   |R W@  @ @  @   1 T   6wz &    R     R# R  7azu^z[z# Wz#@s3 Rz3@WR    \R @!
@3   @  1@  T   3@@ @  1@  T@  @ 7    3@' /   '@/@" @ 7B "  b  3@' $z'@3@   Jz @T   x@ @7! с az@@  @`7      z-x x     \Ga !  @,z   R |ֈR#    R      \؈R  # R  @ 7   `  y  R ҜۈR       # R  @7  р y y@e y@[  R     وR  # R  hx Bye@ @  @   1 T   W  R     <݈R  #  R  hyf  R     ҜވR #  R  Xzyu  R     ߈R # @R  H1x@ `  E@"H@U @ ? D}   Ga !@  @w  R     |R # `R  &@{@@@  1@  T@  @  1@  T   @ 7    5 ` Ly  r B ! Қ w    \Ga !  @^y@@6N x   R    ҼR # `R          R\R# `R  w@R `   E@"H@U @ ?@ P  w R   R ҼR     # `R    R    <R# R  w @@ @
@  1@  T  @  1@  T @ 7   ,  @  7B  b  KxG' x'@q# v *#@6R|R    zkw@ `  E@"H@M @ ?    Ga !@  @5w  R    ҼR# R  bx'@N  R    R# R  K6w @w@
@  1@  T @  1@  T @ 7  р 6 @  @ 7B  b  uUxq  R   R# R  %w 1b3 Bx3@MwG   R R     # R    R    <R# R $xF3  3@ "R   R v '@R   R R    |R | <" F   @  1@  T  @A` @9   1@  T`  @F@     `+ @@ 7  @ `  @ 7      @ 7    `E   . a  !0GҾ  @@/  @ 7     @ u @ / `E   @@ / a !4G  @@0 @ 7     @@@ 0 T`   w@ @ 	 @ÀR  ҜR h  w@@R   ҼR bwP@Gv 3@lR   \R YR   R J     enwkwhw dw@`w ÀR   ҼR 4G $   @  1@  T        ) @ 7    @ 7  р  @@ 7  @ ` `E`  & a !F3  ' `@ 7  `   @@@  ) T     @& @@ 7  @   a  !F  @$ @ @ 7  @   @@ A T@ `@
@  1@  T` @@  1@  T@ @ 7   ` H  Ű% @@ 7  @ ` a !F  @%  @7    @vu @ ÀR   R v@@   Ga  R!@R  @du ÀR     ÀR  \R su RvK   Ga  R!@R  @Ju@  @@  1@  T    @  1@  T   @ 7    @   v @ f B A ! ґ ÀR <R _\Rv@|vByvD   Ga !@   @u@  R    R# R  @   \Ga !  @vj@ÀR  R 3Uv.u@Y@ÀR <R (Jv@5@ÀR ҜR Av:@ÀR R ' / 7v'@/@2vL/v<t @ÀR  R X@ @\@  1@  T  @  1@  T @ @ 7  @     &v @ g D !        \Ga !  @1v`ÀR  <R @ÀR \R `ÀR  |R `ÀR  ҼR `ÀR    \R [@`@\@  1@  T` @  1@  T @@ 7  @ @   `ÀR    ҜR  u@#`ÀR   R t u@u  R     \R # `R  guV ÀR   |R W?#{ {#ի  ?#{ cx : BpGS[C a@C @   R t O  !G BG  !G? q B A T`@ 7  `  N 5a &@!Fu  qR TR Tz a @F!F@BH@BW @ ? UW @ {G  T@\ @
@  1@  T `@  1@  T` @ 7  Ѡ  G `@ !G `  Tot  4a
@ @64@@R(7u@`  `s P 5? ctX @ 7  р  @ 7  Ѡ `B @ 7  р `A .@a !F@BH@\ @ ? [ `@ B Tu@B @|
@  1@  T @  1@  T `@ 7  ` @ @ !G   T,t
 5  @ 7! ѡ  T @  7  р `d 4RǀR^ s * 6`@ 7  ` `) A8&RAwƀR **c ` c     pG@ @B   TCSA[BcC{ƨ#_tRY  @ 7! с K    80RwǀR  th  @ @ 63@L(7@`  `s@ 5`? stZ @ 7  Ѡ @@ `@ 7  ` `0 @ 7  р  0 .@ @d A  *@`@  1@  T` C4% 1`@ T  7  ` - @T@J6r * H T 1I T@F   %*.s K @FA !F@BH@BP @ ? O @ 6 T@w6 @
@  1@  T `@  1@  T` @ 7  Ѡ @4 `@ !G   Tis 5ҽ  @ 7!  a< 4    =RwȀR @ 7!   3   @ 7! с 2   !@ 7! ! !2   @ 7  Ѡ `0   `@ 7  `  8 AAAA+a
@ @ 64@@D(7u@`  `zr@@ 5? (s4T @ 7   - @ 7  Ѡ 4 @ 7  р 4 /@   @ 7!   a5 @  A;  B ` ?"h :@  E+@@ s B   @  1@  T` @Sr D @Or D `@ O T@ Ҵs N    b@ V@@4  vQ `  `*rQ 5 ? rS @ 7  Ѡ 6 `@ 7  ` 6 AAAAys  7  ` @8 x7RǀR# xs    C wrc  C'@ `B7@FA !F@BH@BA @ ? @ `@ 3 Tz@z3 @@{
@  1@  T@ `@  1@  T` `@ 7  ` @1 `@ !G `  Tr 4a@ @`63@<(7t@`  `q 7 5`? xrH @@ 7  @  `@ 7  ` ) @ 7  р @) /@   @ 7!   . @  A;  B ` ?"h  rA@+rA AAA<rrr&RwƀR0r|r~rr  T@ :E#@`@@@T@ `  `mq@< 5 ? rs:  Ҋ"`@ 7  `   A(RAƀR AX*RAƀR@ :E'@`@@@t= `  `Iq 5 ? q  f"`@ 7  ` 4 A8,RAƀR@@
7  р @1 80RwǀR    ҂ oMq GAx.RAwǀRr]Y  j@7  Ѡ xrurrr|prhmrkjrngr  A@ 7! A 8 CR  Wr1Trq   \Ga !  @r@ 680RwǀR    4=rq1 A+RAƀRu2r/rAAAAj(rX%rZ Ҝ2RǀR p rU  ca ` !  RRR   + T   Ga !  @7rp`)   0@`' @@!'   ? & @ !G_ a* TL a@ *7! a a q@9RȀR q@7   @     =RwȀRqqqHqAAAA AX;RAwȀRAA{p qu  Wq=qrp`   \Ga !  @q@6qep  @  E@"H@ @ ?    Ga !@  @0pAXJRAȀRAA   ҘJRȀRq  JRȀRl@@ 7  @ `  sqCR}p@   @ 7!   ! @    @ 7!   a @    @ 7!    wȀR  8BRp p  ca  !`< RR< p@   \Ga !  @gq@6=RwȀR  8ORȀRv@@w
@  1@  T @  1@  T `@ 7  `  ` )q @ ! Ҷ squ p    ҘPRȀRp[o     \Ga !  @'qA'RAƀR.o    \Ga !  @qo@   \Ga !  @q@@6hp ҫp pypgpm Ҟp o   lGa !  @pp8RȀR Cyo no    \GA !  @ploa !
  @p;p ?#C cpG{ &@ST Д:[ e @  ҁ.@     T   lG  @c  c $ b A B !oRÀRC ` c     pG@ @B  	 T{B  SC[DC#_ց@   pG@ @c  ! T{BSC[DC#c  c    T@ So@  l  T@ ! d ! C  e 6!R ?o @  T2@ "@o @  go  ?#{ pG S[cksт @ ҂@ B 1 @  T @  1@  T @   :Z 4@@E@o    @  1@  T` `@  !G   T@ o  "        R  ziR8ЀR @   @ 7!   t @   @ 7!   as   @ 7  р r @   @ 7!   p   `@ 7  ` `p C ` **c     `@ 7  ` @q @  5"@  @  q T  + q T  @ 7   `q    @ 7    o   @ 7  р o   @ 7  Ѡ  n    pGA @B  aTSA[BcCkDsE{ƨ#_|@@a
@  1@  T   @  1@  T   `@  7  ` @ ` qo  B ! | @  1@  T a@  15 @  T @b@@@T } @  `mu 5 ? nt  `@ 7  ` _ @  7   _ @  sG !hG   *  4
@_ z T@  A} T@ @@ @   1@  T@    @  1@  T   @ 7   ^  @ 7  Ѡ `\ @ @  7  р  [  G#   o m T @ A] T @  1@  T   @   @ 7!   al @    @ 7!   k @    @ 7!   j  ` T@ F`@  1@  T` @ m  s `@ 7  ` `g U @EE@n }   @  1@  T   @A  !FH@B @ ?    @ 7    h   ҳn    @  1@  T 6 6o  E@Eb@kn    @  1@  T@ @@A  !EH@ @ ?  @@ 7  @ i A  !Fo`7`@ 7  ` h @@@ @  ` m  5@? m[ @ 7   p  @  7    o @  7  р n   O Rk@ @@@@@@3= c T !O 1 T@@c	PGAFB DCGBD@EP3=/A3=W `@ 7  ` n @ A B@@A F AB@C@CDAE@3=BH@3=!F @ ?    @@ g T:@ zd @@"@  1@  T@ @ @  1@  T@   @ 7    @d '  A@ '@ 7! A Z  {  @ 7    m `@ 7  ` `m @@`#@ l   `@Co  ABC/@C DAE@3=ECA@3=l ` @A !F`@H@b @ ?   @@ l T!@ j   @#@  1@  T   ` @  1@  T`   @ 7    i @ ' @  '@@$ @ 7 $  $Q  b  @ 7     t @ @ 7  @   t E     @A !FBH@ @ ?   !@ 7! ! v O@ KACB Cc6D E@O B@63= R! RQKGCECA@3=n   @ #B @ @ T@@o    @" @ 7B "   @@  7  @ s  9 @ @ 7!   s  @A !FH@b @ ?    @ 7    @   4m   @  @  1@  T   @  xl    @ 7     @@@  TA@   @Y@  1@  T    @  1@  T  @@  7  @    ' L @ '@# @ 7c #   @ @ 7  @  `   @ @ 7!    @ A  F!F@BH@ @ ?  | @@ } T@ | @@! 1@  T  @! 1@  T  @  7! с !{  @  7! ѡ   \ @ @ 7!   ! @  7  р  z T@ @F? 렅 Tb@   G_  뀌 T@B Rk     !G BG ?  q BT*  Tj *`7@ 7! с  @  F 5      Ҍl  @ @  @  1@  T   @ k  @ 7  р   `@ @ a Tu@  @x@  1@  T  @  1@  T  `@ 7  `      @  7  р `+ |  @ 7     + SA6l 3l1ly.l|,l`*le'lh$l'!l@ @ 6lul@ ll
lltk  @   :  <@j   4C cрRxR@   5 #  {7  l `  @  1@  T  @    @ 7!    @    @ 7!    @    @ 7!    R@ jA @E7E@k +   @  1@  T @A  !FH@1 @ ? 1 @ 7   ` @ @ 3 T    [2 @ 7   `   k `j@  jR8ЀR     R    @   :8@`@  1T` kk}k{kAjS @  E@"H@f @ ? p   GA !@    @   ҚeR8ЀRj   R [k .k   ! @@ bR  T   TG_   !c   @cA !i :lR8ЀR     d4k@ @  ,k 'kSA  R    ҚRрR I@ p7   ok{' k'@'   TGA B !   @ik ' j@'@rxRрRR @    jSA  R    \GA !  @k QjjSA7  jjjx' j'@@i  @  E@"H@ba @ ? ف   GA !@  @[iSA  R   RҀR  jSA  R   ZRҀR `i i ] @ 7   `O @ 6p@? @^ ? @` ?A   S7@ 7  р V @ tSA  R   ҺRҀR rjojSA  R   ZRҀR ,iP @  E@"H@Z @ ? O  SA  R :RҀR  @@M  ' Hj'@@	i  @  E@"H@V @ ? u   GA !@  @hSARҀR h sSA  R    ҺRрR Lh SA  R  ڋRҀR ASA ҚRрR}@ @
@  1@  T @  1@  T @ 7   `  P @   7B Ѣ b  IiEi@: i@]i_i n SA   R zRҀR ʳ  SA  R zRҀR   SA  R  RҀR  i@Hqh vh     \GA !  @iSASA  ҺR8ҀRicSAzR 8ҀRicRҀR  @    @ 7!    @    @ 7!   A     @ 7     @   @ 7!   ! cCxi    xhC#@oU@ `7@ A  F!F@BH@B @ ? ` @@?  T@  @@! 1@  T A @! 1@  TA   @  7!   ! ?  @ 7! ѡ   " @ @ 7!   ! @  7  р   7hR @  IhSA K  i@@U iiii	iiihzRҀRmRҀRj@g Fh h@h  1h@@"ZRҀRM  R     ҚeR8ЀR  @  :!@@Я   .  @@ ) T@ ( @@! 1@  T  @! 1@  T  @  7! с a&    {, @ @ 7!   & A !Ft   - `@@7SA  ` hSAhڙRӀR ڦRg@XӀR   \ @Y @V SA9gC#@h  G 4 R  @!}6@  Fm  @#  @@ % T@ % @@  1@  T `@  1@  T` @ 7  р     " |SAڷR8ԀRqg 
 ' ;h@'@Ba@ n  ` T !G   G?  @ '  @:R RӀRf h}R8рRhghj zRӀR~ 	h@ZRӀRv@ @" @ 	@B 1@  T"   @B 1@  T  @ U7B  "Ug  R oR8ЀR       GA !@  @fSA zRрR Gg RӀRCf RӀR=g@ RӀR5g?RӀR/gggvf sf SA ҺRXӀR  R     nR8ЀR SA zRXӀR Ҁ@ 7  р  ^f@    R pR RSA ZRԀR3 Ff*Df K~RXрR}gST O  SA ҚRԀRoglg@T f  bg_g\g@aW  @SA :RӀR{SA R8ԀRvSA  RӀRpSA RxԀRkSA ڻRxԀRfSA:RxԀR^SAZRӀRZ  PG  @e46gSAڽRxԀRNof  D?#C cpG{ S [d @   cG  5@	 
   T T5   T!@  pG@ @   T{BSC[DC#   T#@"@  lGC c d   @ B Х B@A !e^RɀRC @ c     pG@ @B   T{B  SC[DC#_  lGC  c  @
 ` T T  !T!@ e  , T@@e   -TA !F"@f`    T <!@ =e  T ! D !@ @6A\R <=e  mTA ! F"@^f   A !$F"@Tf   e  ?# cpG{ S[ a @   u
@ 
 a TtA6@ @   $@@B8@ B@b @ ? S `@ !G  T !G `  Te@ 4a
@ @65@
(7v@@  `d 5? e4 `@ 7  ` `   pG@ @B  A T{BSC[D#_   T
 @ Tu    lG C  c  @B A B@!D ҳd؉RC @ c `R G   t`@ 7  `  މRC @ c `"R 4 w  e ҫ  GB A B!  @d݉R!݉Re+ d A  !F"@e  A ! G"@e `	  +@  l  T@fD  @!" 6։Ru@U@v
@  1@  T @  1@  T `@ 7  `   @  7B Ѣ   e^d  \GA !  @e`<=da@ + d e$ C *@  @ +@a։Rhu
@+@V+ d?#{ pG S[cks @  Ң@ B 1@  T  @  1@  T  @ \ GE@)e `L   @  1@  T` a@  G?   N T@ Te     <YRR  `@ 7  ` `?   @ 7  р  ?   @ 7    =    @ 7    < **C @ c [  Ҡ@ 7  Ѡ 9  @ 7    9   pG@ @B  s TSA[BcCkDsE{ƨ#_"  Ҡ@  1@  T @  15 @  T `@@@W sF @  `cG 5 `? /dF @ 7  р ; `@ 7  ` : @ 7  Ѡ 9 @  1@  T @ F? . T@  G_     Tb Rd 9  G BG  !G q BA  Tb *`37a@ 7! a / 4 5@ 7    7 @  G?  * Tc @0  @ 7    5 8 EEb@od C   @  1@  T @! !EH@G @ ? @3F  7    *   ґd F  @  1@  T   e F EE@Jd F   @  1@  T @! !EH@bI @ ? yI @ 7  р `  Xd! !Fd 67 @ 7     9 `@@@G @  `b@H 5 ? cH `@ 7  ` 8 @ 7  Ѡ 7 @ 7   6   O  G R  2=?/ T ! c . 1I T@#FAB  CDDE2=@ 0=SA  @ 7    5 @7 4@  X@ T @  @  qME T  *   q@F T@A
B C@
D
E2=4@
2=s> @ <@? ` c B @@  1@  T@ @z   1@  T @v   1@  T @@t  6
@n  a T еG@ 7  Ѡ     DG?  T@  G_    Tb Rb `*   BG !G q BA  Ta *07a@ 7! a  44 G? " T@  G_  `* Tb Rb    BG !G q BA  Ta * :7a@ 7! a - @ 7!  A 4  "<E@`@@@t: @  `b@< 5 ? bs:   `@ 7  `  5 aR;R /  G еG   @  1@  T  Fc @@64Ac1>c;c8c5c4 R0c-c
@a  a T@7  Ѡ   sG4 Rc cR[R\RR   @ 7   `  	cc3c+ c#   DG !T  G  U   Ҽ\RRbFbQa'    E@"H@b' @ ?   GA  !@\UR  @Rxaz@@@{
@  1@  T@ `@  1@  T` `@ 7  ` @ ` b ) B ! Қ  ҏb   ҜZRRuua@! ZRR  l |hRR ҋb%b   ^RR4 G ` Tb  a  T sG5 Rb7  G  {bKxbCub;;a     E@"H@" @ ?   GA !@  @a \eR{R5   ]RRDTbR   ҜeR{R9
a    eR{R
@  ҜgRR%`     E@"H@B @ ?   GA !@  @`  gRR^RR   ` RhRba   iR{R  \jR{R``  \GA !  @%b  GA  !  @lRRb  #  G`E    Қ`@ 7  ` 
 nRR Ҩ! @@ jR [ |pRR)a *@A4@    @_4  7      *_aW<_RR   ҙ \URRf` Ӌ  \GA !  @a pa  aR;RjX`    \GA !  @aaR;R ]C` a=` Oya ҜmRRK`  <YRR1 ?# cpG{ S[ a @    u
@B   TaAcBe@  pG@ @   T{CSD[E#u
@3@   lG C  cB   @B A  !_APRRC @ c l   pG@ @B  A T{C  SD[E#_3    T T  T
 	 TU*`!   !E"@` ! !PF"@`   7 "<!@"@` @ s "<!@"@`  
 s "<@"@`  s   T@A@3@a@ _    T T`@ a@ `<a@ =7 _  @T`<=_ `<a@7 = _  !"D !   @63@MR{ ! R@     3@aMRq ! R@ d    3@LRg ! R@ D    3@KR]$ ң *@    3@!KRS3 _ _$C ?#{ S [   ՠ@zs z3s ATSA[B@{Ĩ#__?#{ S[cksC BpG @ @    @  1@  T   ; < tEE@&` 9   @  1@  T@ @@! !FH@< @ ? < @@ 7  @ @)   H` = `@  1@  T` S ` @@ " ! B G!F`07@@@)    `^` 5? c_u @ 7   2 @@ 7  @ 1  @ 7    0 `@ 7  ` / @! !$GH@ @ ?  @! !EH@ @ ?  @ !G  A: T@: @
@  1@  T  @  1@  T  @ 7  р    @ !G  T_ 5  @ 7!  !   R      ܉R  # `R     @ 7!      @ 7!      @ @ 7  @     `@ 7  `  @# @ *c @ 6  @ 7   @    @ 7  Ѡ @ @    @ 7      @    @ 7       @    @ 7          @ 7      #@@ 5@ @  @  qM' T   qy T  G @  T"@  @  q( T   q  T`@ 7  `     pGA @B  TCSA[BcCkDsE{ƨ#_@ @`63@@g(7@   `]@y 5`? }^s @ 7   d @ 7  р @ @ 7  Ѡ     " R F[^ ~ ! " R!FT^   ]   ! ЀE4(G@^     @  1@  T   @@   T@ _ `   R    ҜR #  R  7^^C5 ^@6^N^f^2^^    R      ҼR  #  R    A@ 7! A a W@7!  ^C^>^.^^!^  R ҜR#   R         ^C^7^^{^s|^kB]     E@"H@ @ ?   G! !@  @]  R       R  #  R  ]   R        \R  #  R    R        ҼR  #  R  |2^/^! @  BƊR   R       \R  #  R  [  M! @  bƊR "  @` @  1@  T`  `@@  1# @  T` !@:@@ :i    `\ o 5 @? =]@m @ 7  р @T  @ 7     S @ !hG @: T !G U T 4@E @E   @ ?@ @f  @ 7    @S tEE@] `f   @  1@  T  @!  !,GH@j @ ? @h  @ 7     S @@ `i T !G `  T\4 4
@ @469@``(7@   `5\`z 5 ? \yy @ 7   @Q tEE@h] `k   @  1@  T @! !EH@o @ ? n @ 7   @1 @@ n T@q  r @ 7  р /   O  GC  R # 3=K L T !#e 1`x T@GACBA C
 DFE@G3=BGC
2=EA CA@3=@o  @ 7     ) @@CAAB @C@ CD
AE@3=@+ `E
2=J @ #@? #  n @! ' !,GBH@"n @ ? '@7n  @ 7    `  ]@JAa BB#6Ca D"@6
E+@ RN@! RL 2=H@0=' ^  `j @@'@ ! T' ަ '@ @ 7  р   ' \'@ @ 7   Q ' @4u  @'@ 7     V @@  @CAa@ AB@CCDAE@3="H@@' @3=\Fr @ ?3@ r @@@ a^ TA@!^   @W@  1@  T   @  1@  T @@ 7  @ [  F " @ 7B "   o @ 7    V   G !G   q *A#@AG T @ 7    @ w 4+@   T/@   T@# ][   T#@  @# @ @ xw D x7 T`E ~  @l @!  !0GBH@| @ ? @| @ 7   @c ` 6'@ A RB` @6/@! R@C DE3=0=]  @`{ @@ } T`  -\ @Q R   ҼR W@  @ @  @   1 T   6\     R     \R# @R  7[u[[# [#@s3 [3@WR    ҜR @!
@3   @  1@  T   3@@ @  1@  T@  @ 7    3@' /   '@/@" @ 7B "  b  3@' ['@3@   [ @T   Z@ @7! с a[@@  @`7      [-NZ SZ    \G! !  @[   R ҼR#    R      ҜR  # @R  @ 7   `  f[  R ܉R       # `R  @7  р O[ K[@e F[@[  R     R  # `R  Y B0[e@ @  @   1 T   W  R     |R  # R  h[f  R     ܌R # R  X[u  R     <R #  R  HY@    E@"H@U @ ? D}  G! !@  @Y  R     ҼR #  R  &@{@@@  1@  T@  @  1@  T   @ 7    5 ` Z  r B ! Қ Y   \G! !  @Z@@6N ҇Z   R    R #  R          RR#  R  XY@R     E@"H@U @ ?@ P  IY R   R R     #  R    R    |R# @R  %Y @@ @
@  1@  T  @  1@  T @ 7   ,  @  7B  b  KCZG' ?Z'@q# zX *#@6RR    zX@    E@"H@M @ ?   G! !@  @X  R    R# `R  bZ'@N  R    <R# `R  KX @w@
@  1@  T @  1@  T @ 7  р 6 @E  @ 7B  b  uYq  R   R# `R  %X 1b3 Y3@MXG   R \R     # @R    R    |R# `R YF3  3@ "R   R _X '@R   \R R    ҼR | <" F   @  1@  T  @A` @9   1@  T`  @F@   F  `+ @@ 7  @ `  @ 7      @ 7    `E  . !  !0G^  @@/  @ 7     @ W @ / `E u  @@ / ! !4GF  @@0 @ 7     @@@ 0 T`   DY@ @ 	   R  ܹR h  "Y@@R   R bYP@W 3@lR   ҜR YR   \R J     eXXX X@XR   R 4G $   @  1@  T        ) @ 7    @ 7  р  @@ 7  @ ` `E  & ! !F  ' `@ 7  `   @@@  ) T    @& @@ 7  @   !  !F  @$ @ @ 7  @   @@ A T@ `@
@  1@  T` @@  1@  T@ @ 7   ` ԡ  Q% @@ 7  @ ` ! !FB  @%  @7    @eX#W @R   <R WX@@  G!  R!@R  @VR    R  ҜR V R;XK  G!  R!@\R  @V@  @@  1@  T    @  1@  T   @ 7    @   2X @ f B A ! ґR |R _RX@XBXD  G! !@   @V@  R    <R# @R  @  \G! !  @Xj  R  <R 3W.V@Y  R |R (W@5  R ܴR W:  R R ' / W'@/@WLW<yV   R  \R X@ @\@  1@  T  @  1@  T @ @ 7  @     W @ g D !       \G! !  @W  R  |R   R ҜR   R  ҼR   R  R   R    ҜR [@`@\@  1@  T` @  1@  T @@ 7  @ @     R    R  EW@#  R   <R V 8W@4W  R     ҜR #  R  gWVR   ҼR W?#{ {#ի  ?#{#   BpGS[ cCa\GC @   R 8VM  !G  BG  !G q BAA T`@ 7  `  K 59 !  F!F@BH@"T @ ? 5T @ ZG F T@E `@
@  1@  T` `@  1@  T` @ 7  Ѡ  `@ !G `  TV 4a
@ @`64@ O(7u@   `IUH 5? U4c `@ 7  ` ` @ 7  Ѡ > @ 7  р `> .@! !F@BH@O @ ? N `@ ? Tu@? @{
@  1@  T `@  1@  T` `@ 7  ` `= `@ !G @ TU  5)  @ 7! ѡ !O t `@  7  `  _ ފRR6 T *6`@ 7  ` 6 XԊR6R **#   c     pG@ @B  a{ TCSA[BcC{ƨ#_>VY  a@ 7! a aG    8ڊRR )V`@ !G !Tj!V|a@ @63@?(7t@   `T > 5`? ]UtU @ 7  Ѡ  `@ 7  `  - @ 7  р , .@ @@e !  *@`@  1@  T` C 1`@ T  7  ` * @T@aC6zT * AA T 1 B T@ ?   d*T `D  F! !F@BH@bJ @ ? uJ @ a3 T@63 @
@  1@  T `@  1@  T` @ 7  Ѡ  1 `@ !G ` TT  5e  @ 7!  !7 h @ 7  Ѡ  / @ 7  р . /@   @ 7!   0 @  A; B ` ?"h !   4hG E@ bU E   @  1@  T` @&T G @"T G `@ N T@ ҇U Q    b@ V@@4  6T    `ST 5 ? TT @ 7  Ѡ @8 `@ 7  ` 6 AAAA LUAa
@ @64@`6(7u@   `S`2 5? TtK @ 7   $   7  ` 8 xR6R# 4U    C 3Tc  C'@ `B7 F! !F@BH@BA @ ? A `@ 3 Ty@3  @z
@  1@  T  @@  1@  T@ `@ 7  ` `1 @@ !G `  T@T  4A@ @63@<(7T@   `S 7 5`? 4TTH  @ 7      `@ 7  `  ' @ 7  р & /@   @ 7!   . @  A; B ` ?"h  SA@SA AAAbj  !@ 7! ! I R T
TTJx  tlTTTTg  !8ԊR6R3   3E`G`@@@4>    `S: 5 ? S8  4`@ 7  ` ` 8֊RVR`@7  `   8ڊRR     @ 7!   
   @ 7! с    !@ 7! !    @ 7  Ѡ     `@ 7  ` 
 AAAA ҈R `Ax؊RAR1Tw  *T'T@@7  Ѡ T ܊RR R T|TgT	TTTTSSSSSFSAAAA  c!   !@  RRR  + T  G! !  @TR@*   0@@( @@(   ? ' @ !G_ ) T a@ *A7! a  S@RVR @7    "    RRDSSSAAAAIS= NYR  \G! !  @S`@6 8ڊRRs     =R AXRARAArStG  jSgS9-R  \G! !  @S@ 6ZS R     E@"H@b @ ?   G! !@  @QAXRARAA   ҘRR  RR @ 7    `  .SR 7R@   @ 7!   a @    @ 7!    @    @ 7!   ! R  Q R8Rv@v@w
@  1@  T @  1@  T `@ 7  `   ` S   @ ! Ҷ z  8RRQ   \G! !  @S@`6RRP  c!  !`< RR  ҜR     ҘRRZQ   \G! !  @RxQ    \G! !  @RՊRVRPmQ   \G! !  @R @@6nRRRuR{ fR RQ   lG! !  @RRRVR OAQ 6Q &! !
  Q   RR_R ?#C cpG { S a @  ҡlG @B   ` T  lG  @#  c $ " ! B !P!ΊRb R#   c  t   pG@ @B  ҡ	 T{B  SCC#_ց@  pG@ @c   T{BSCC##  c  &  T@ #Q@    T@#@ !"$ !@C  46åR # Q@     T@#@  !pG"@Q @   #@# /Q  ?#{ ЄpG S[cksт @ ҂@ B 1 @  T @  1@  T    tG@E@Q    @  1@  T` `@  !G   T@ ҾQ  "        R  zRXR @   @ 7!   !t @   @ 7!   s   @ 7  р  s @   @ 7!   q   `@ 7  ` p #   **c @ 3  `@ 7  ` `q  @  5"@  @  qm T   q T  @ 7   `q    @ 7    o   @ 7  р o   @ 7  Ѡ  n   pGA @B  TSA[BcCkDsE{ƨ#_|@|@a
@  1@  T   @  1@  T   `@  7  `   ` 9Q   B ! | @  1@  T a@  15 @  T @b@@@T }    `Ou 5 ? QPt  `@ 7  ` _ @  7   _ @  sG !hG   *  4
@_ az T@  !} T@ @@ @   1@  T@    @  1@  T   @ 7   ^  @ 7  Ѡ `\ @ @  7  р  [  ДG#  P m T @ A] T @  1@  T   @   @ 7!   Al @    @ 7!   k @    @ 7!   j  ` T  F`@  1@  T` @ yO  s `@ 7  ` @g  @EE@[P }   @  1@  T   @  !FH@" @ ?    @ 7    h   {P   @  1@  T 6 P  E@Eb@3P `   @  1@  T@ @@  !EH@ @ ?  @@ 7  @ i   !FP@7`@ 7  ` h @@@ڑ    `N 5@? uO @ 7   p  @  7    o @  7  р n   O Rk@ @@@@@@3=b T !  1 T@@c	PGAFB DCGBD@EP3=/A3= `@ 7  ` n    B@@A F AB@C@CDAE@3=BH@3=!Fb @ ?  y  @@ f T:@ Zd @@"@  1@  T@ @ @  1@  T@   @ 7     d '  A@ '@ 7! A Z  ;  @ 7    m `@ 7  ` @m @@`#@ch dN  `@C7 ABC/@C DAE@3=ECA@3=ӓJN   @ !F`@H@" @ ? Y  @@ l T!@ j   @#@  1@  T   ` @  1@  T`   @ 7    i @ ' @  '@@$ @ 7 $  Q  "  @ 7    s @ @ 7  @  s Eq    @ !FBH@ @ ?   !@ 7! ! av O@ KACBC Cc6DB E@O B@63= R! RQKGCECA@3=P    #B @  T@@ao  g  @" @ 7B "  B @@  7  @ @s  ٥ @ @ 7!   as  @ !FH@ @ ?  :  @ 7        N  @  @  1@  T   @  @N     @ 7    @ @@@ a TA@!   @Y@  1@  T    @  1@  T  @@  7  @   '  @ '@# @ 7c #   @ @ 7  @     Y @ @ 7!   !     F!F@BH@" @ ?   @@ } T@ U| @@! 1@  T  @! 1@  T  @  7! с z  @  7! ѡ    @ @ 7!    @  7  р @ z T  @F? @ Tb@  G_    T@B RM    !G BG ?  q BT*  TL * 7@ 7! с     FT 5I     TN   @  @  1@  T   @ M @ @ 7  р  `@ @  Tu@  @x@  1@  T  @  1@  T  `@ 7  `  k   @  7  р @+   @ 7    * SAM MMxM{M_MdMgM'M@ @ 6MuM@ MMMMtM      |GL   4 c"R"R   @ #n z7  M    @  1@  T  @    @ 7!   A @    @ 7!    @    @ 7!    R@ L  @E7E@iM +   @  1@  T @  !FH@1 @ ? 1 @ 7   @ @ @ 3 Tp    ;2 @ 7   `   cM (L   RXR     R      xG`@  1T` JMHMFMDM
LS    E@"H@e @ ? p  G !@    @   ҚRXRK   R $M L  @! @  bkR   T  TG_   !c   @c !K :RXR     dL@ @  L LSA  R    Қ2RR I@@p7   oL|' L'@(  TG B !   @tKL ' L@'@s"R8RR @    KSA  R   \G !  @L RLLSA7~  LLLy' L'@@YK     E@"H@"a @ ?   G !@  @$KSA  R   4R8R  tLSA  R   Z4R8R )K K ] @ 7    O @ 6p@?  ^ ?  ` ?A ү R7@ 7  р V @ uSA  R   Һ4R8R ;L8LSA  R   Z5R8R JP    E@"H@Z @ ?N  SA  R :6R8R  @@  ' L'@@J     E@"H@V @ ? v  G !@  @JSA5R8R J tSA  R    Һ.RR LJ SA  R  5R8R ASA Қ0RR~@ 5@
@  1@  T @  1@  T @ 7   @  @   7B Ѣ b  KKGK@< K@_KazK  o SA   R z6R8R   SA  R z6R8R   SA  R  7R8R  ~K@J;J @J    \G !  @KSASA  Һ8RXRfKeSAz:R XR^Ke=RR  @    @ 7!    @    @ 7!   A     @ 7     @   @ 7!   ! cCBK    BJC#@oU@ @7    F!F@BH@" @ ? @ @@?  T@  @@! 1@  T A @! 1@  TA   @  7!   ! 	  @ 7! ѡ   |" @ @ 7!   ! @  7  р   JR @  JSA L  J@@U JJJJJJJJz?RRm@RRj@I HJ J@J  3J@@$ZBRRM  R     ҚRXR   !G   .  @@ ) T@ ( @@! 1@  T  @! 1@  T  @  7! с a& z  P {, @ @ 7!   &  !F?   - `@7SA  `  `JSA]JCR8RPRdI@xR   ' @$ @! SAI C#@I  G 4 R  @}6   F8  @#  @@ % T@ % @@  1@  T `@  1@  T` @ 7  р  q    |SAaRXRsH 3 ' J@'@Ea@ n  ` T !G   G?  @   @=RR DR8RH I'RXRIjIm zDR8R I@ ZFR8Rw@ @" @ 	@B 1@  T"   @B 1@  T  @ U7B  UI  R RXR       G !@  @LHSA z.RR JI#FR8RD[H GR8R>I@ GR8R6IBIR8R0IIIAH >H SA ҺKRxR  R     RXR SA zMRxR Ҁ@ 7  р  )H@    R R TSA Z^R8R3 H,H M(RxRHIST   SA Қ^R8R:I7I@T 1  -I*I'I@b"  @SA :YRR}SA `RXRxSA  ZRRrSA dRRmSA eRRhSA:eRR`SAZ[RR\  PG  @G4ISAgRRP:H  F  ?#C cpG{ S [d @   cG  5@	 
   T T5   T!@  pG@ @   T{BSC[DC#   T#@"@  lG c d   @  Х B@ !NGR"R   c @   pG@ @B   T{B  SC[DC#_֠  lG  c  @
 ` T T  !T!@ G  , T@@G   -T !F"@MH`    T <!@ =}G  T !" ! @ 6AR <=kG  mT ! F"@'H    !$F"@H   G?#{ pG S [ksѢ @ B@ B 1' @  TB c
@c@` ?  K @3 {kG7 9G? $Y T@_ L T@? V T@ @  1@  T  @  1@  T @ 7  р :   O G Rk  3= 8 T !   1@: T@cGAB  CGDE3=@ 3= @4J  7  р  5 @AB  CDE 3=@@G@ K@  3= 7  @  3 `6@z  V@ T @  @  qML T  _  q4 T6   T"@  @@37  R O 4 AB@ CA@@E 3= @ A@@3=C DC/H G  : <A@H7A@H7@A#@H`7@A'@	H 7`2@ @ 7!   *     <|2  (@E  . `.@ @ 7!   3   F!F@BH@z. bn @ ? an  @ BG  A9 T:@9 @@<@  1@  T@ @  1@  T   @ 7     % @ !G   TF 5  A@ 7! A !_   @ @ 6!@`c(7@    `E= 5@ ? kF@B @@ 7  @  !   @ 7     @+ @ @ 7  @  @+ `.@ @     `  i @?  -w T@@  *E @x  T@ `5 T `c T 4@ y @x  @ ? | @@T@6xE * a T 1  T@@ 7  @ ^ @ 2 T  n T 4@ Q @P ! @ ?  @@T@6[E * 끋 T? 1@ TA@ 7! A j `@**N  *}E  y@y  KA qj T @@!    ! < n #,@ @@B!       @B % RB )$@  !GD `   T@ F~  a x T`@  @A R r_ kW Tn aw T @ R @`  B  2  cBEx @ߏ=E x F !F@BH@B @ ?  `@@ i Ty@i  @|
@  1@  T  @  1@  T `@ 7  ` d @ !G `  TE & 4@ @%63@@ (7@   `D`x 5`? E  @ 7     ' `@ 7  ` ^ @ 7  Ѡ ^  RB  C E 'F@'#FS FgF|2     < (@    F, F@! @  R  nE *d6@$  @6  7c у  c  E*DOSR)R **    c  ",  ՟  T"@  @  q T   q @ T3A7A@@ 7  @     pGA @B  ҡ T*SA[BkDsE{ƨ#_EEa   c  "")RR  @ @* E@E,P T ҳR5)R@ 7  р  7   @` !Q)ӐR" r  K k  T"gA  R_ }$@z  T   !c 4   !@   !R" R  `  @SR @`7  р    5)R   @ 7! с a   @ 7!      **c  "   G x`E]EZE\@L! @  ЋR  R)R[! @  R  
@ D @ @@@  1`T@ Y
@ i T@@@@  1T@ l@@ 7  @ `^ R*R< @ ҡ6D@! 1@  T @C Eю  !@ 7! !  ,RċR  TG_   !c   @c !CUE Ѓ    Х!c!@   !R R     F  p `.@ !F@BH@p @ ? 9p  @@ f T8@Xf  @:@  1@  T  @@  1@  T@  @ 7    `c ώ  @ 7!   o @@ 7  @ _ `@@ q T  ~`@ 7  ` @^ `@Ys  7  ` @_  k  @ 7    ^ 3R8,R'  cCD    ҩC3@ oE# C 77F !F@BH@b6 @ ? 5 @@ & T@Z& @@@  1@  T@  @  1@  T  @ 7  р "  @ !G @ TC  5  A@ 7! A  Up @ 7  р  @ 7  Ѡ  @bCC'@wC' X  vD  2  B !@7! ! a=Dp 9D@4Dk0D,D!@ @65@)(7<@   `B@$ 5? hC= @@ 7  @ `  D QC  E @ 7  р < @6p@? D  ? @`F ?A V @ ^7@~7  р  ~C@B 3R*RC	@ 7  р C3A7A
@ @@@  1@T@ CyCq  c   !@   !dRb&R aRA  F  ? `.@ !F@BH@C @ ? @  @@ a8 T8@88  @<@  1@  T  @  1@  T  @ 7    5   @ 7!   @ @ 7  р 1 `@@ `? T  `@ 7  ` `0 `@B  7  ` 1  6  @ 7    / ' R*RjCgC
@ 	T@@@  1T@ [C  c   !@   !RRO Z$    G  R!@3R8+R  @A' <C9C
sR8+R' 1C  TG B !   @Az  RC    A @7B  BC/   A `  \G !  @?C@@6R*RR+R' `@@ 7  @ `  BʋR@B'@   @ 7!    #@'    @ 7!    @#    @ 7!    ,R  ҴSȋRA N[BAA- `@  @@ R  r?  kT  !c 4   !@   !$R&R !R<sR+R' RX,R' R,R' 	 0@@* @@*   ? ) @ !G !4 T   *@A @v7! A  AvB  / T  G !  @BNA(   @ 7     ċR,RL  c  !`< RRp h3ËR,Rx+A  * T  G !  @B(A%   0@`" @@!"   ? ! @ !G_ a+ T a@ *q7! a pFBR+R' >B*RR  c   !@   !RB&R0 R@  \G !  @ZB@@6+!B  c   !@   !RbR  @   \G !  @@B @@63R)R\SR)RYsR)RVArA|AAAA' ARAq  SSR5)R6A Ҁ@ 7  р   @@   @  @ 7SR  J3 AAR)RR*R' AAA
  SR*Ra@'  7! a A  @7    `AAT@ R*R|@@x@  1@  T  @  1@  T  `@ 7  `   ӊ @  7B т b  oAR*RR8,R' ӹR8,R"@ zsRX,R'  XA@@  lG !  @AR8,R@  lG !  @uA3R+R@@' @7  @ 5AR+Rx@8 @y@  1@  T   @  1@  T  `@ 7  `   u  _R8,Ro? ?`  PG  @?@4A@5ASR A37L@ !
%  p !
  @ *5)R SR| 5)RSRx5)R j3A 7A ʋR   ?#{  pG   OS[cksC @  @  1 2=@  T    G E@@ b   @  1@  T` `@ ZG  h T@  R@ i @`  `   @  1@  T  }`  @! 1@  T  @@@j   ` ?X 5 ? ?W  `@ 7  ` @B @ 7  Ѡ  B  @ 7    A  9G - T  E3Eb@A@ @C   @  1@  T @ !FH@ @ ?   @ 7  р V `@ ` T@ !G`@ `  T?< 4a
@ @`<65@ e(7s@  `>@ 5? ?u @ @ 7!   !< @ !FH@B @ ?  s @ 7  Ѡ : `@ ` Tu@_ @{
@  1@  T `@  1@  T` `@  7  ` `  
@`@ !G @ TL?  5  @  7! ѡ  s R        -R  a@ @63@@Z(7{@  `{>| 5`? )?S @  7  Ѡ | @ @ 7!   !U   G  !G   q *dAdYI T`@ 7  ` S   Ձ 4aF @ T@`r6@H@{ @ ? 0 `@ 7  ` N   EEb@?    @  1@  T` a@  = "H@@ @ ?  `@ 7  ` `t @  ="H@@ @ ?  ; @ @ T !G `  T> M 4
@ @L63@ (7@  `> 5`? > `@  7  ` P  @ 7  Ѡ `s E  E@6?     @  1@  T @  ="H@@" @ ?   @ 7  Ѡ  I @ jG  m T !G I T 4@` @"  @ ?  @  T !G 렿 T 4@ @B ! @ ? x @ Р  G!F_   T}>   @ 7     y `@ H T@   ? @ "   J  `R    .R   aF @ T@?6@H@v @ ?`o  @ 7!   X    G`E   @B  Ң `@ 7  ` ` R  .R            @ 7  Ѡ % @   @ 7B   !   @ 7  р `!     @ 7     " @   @ 7!   " @  Y@ T @  @  qm0 T     q T @ @c    # ڬ  dY T  `@ 7  ` @    @ 7       @@ 7  @ `   @ 7     @ 7       pGA @B   TSA[BcCkDsE{ƨ#_g>d>a>  R        -R  N>K>+=    E@"H@ @ ? <  G !@  @<R        -R    :>{R@R JA@JBBBCD
E
2=2=U   R JB
2=# " c6@B@6 R! R ABCDE2=2=?    K @ >  M @   1@  T   dY ҠTa#@  @  qm T    qT`@`7  `  ===L===@=N=F<   @݋R ҹ 9G `-R  =@ =@@` @ 7!   === =@=H^<    E@"H@a @ ?   G !@  @)< ؋R  ҹ 9G      `-R 4  ; *6 @R -R        #  `@  @u
@! 1@  T  @  1@  T `@ 7  `   ` 6 RۋR 9G       `-R  @@ @7B    :=@i6= 	=   m! @ R  '=W! @ BR  =`@   !  /Ɔ   `@ 7  ` Q   R       .R <  lG !@&   @'=R  .R
@9 @@  1@  T ? )@ T@ @  1 T  <x<  \G !  @=@R    .R |@@b@  1@  T @ @  1@  T@  `@  7  ` h `  < @  B   | @` b@ u@@A uH   `>;= 5 ? ;O  `@ 7  ` 1 @  7   0 `@   1@  T` a@ ? E T@U( ܅  @  7! ѡ :  F @ @ 7!   A4  z<zR@R JA@JBBBCD
E
2=2=E @R JB
2=   @ 7!   a; @    @ 7!   : @    @ 7!   a   .8< +R       -R : '<:  lG !@&   @S<@R `.Rs@y`@u@  1@  T` @  1@  T `@  7  ` 0 _ b@ 7@ ` ;5y@ 77  Ѡ `  ; R;;\ R       -R : : ) ҠRh
@ @ @@  1@  T ? 	 T@@ @  1T  ;d:   \G !     @  ;R  -R m   !G E}   @3  d `@ 7  `  ( @R -RR     0R QZ:   \G !  @;@ 6R   -R R     0R 6;=:<   E@"H@> @ ?@=  R       /R `@  7  ` `  W; R        .R   G;@4C    9J9 R        .R @R       .R 9   I;  0  9 @a|7!  |;;{
;r@p
@ @  1@  T @  @  1@  T   @ 7  Ѡ   @L  @  7B  b  @:@  ; `  [9 @ 7!  a  ::^9,   E@"H@"- @ ?֠*  r9 x R      .R v R   .R R      .R d:(`R       .R V_9   \G !  @:`@ @6 R   .R  :yA9 :|:rR     .R /p:%n:+@ n (`9 P ;:  ]:u@ @`
@! 1@  T  @! 1@  T  a@ 7! a H:@@R       /R R    -R ` BR! R E8 5R  @/R R @ 29 8  \G !  @L: `8 :4:R   -R 2 cB/RR   #? # 7@   @  1@  T    @!E     R   @ `  @ 7  р     = @A9   @ 7  Ѡ  EӃ     !G @ 7  Ѡ   R   /R R! R Cc  s@sѦ # ` @`7@  @ 7     	 O@8P@8 u`R       .R N R        .R A  G !@  @ 8 98 u9@  G !@  @8R       .R  8`R  `/R 3W98S9qP9z@	R   /R 8B9yR  /R y	R  /R s	R  /R m
@F+9*2
@Y  ?#{  pG   OS[cksC @ @  1` ``````2=@  T   G@E@8 H   @  1@  T`  `@ 9G L T@   9 @     G      OR ~R @   @ 7!   @     @ 7    *   `@ 7  ` > @   @ 7!   (   @@ 7  @ < @   @ 7!   ; @@  A@ T @  @  q-I T     q ' T @  *c  $ ܦ @ @  T"@  @  qG T    q L T  @ 7  Ѡ `#   @ 7  р @"   @ 7    !    @ 7     6 @  @ 7     4   pGA @B  TCSA[BcCkDsE{ƨ#_"  Ҁ@  1@  T @  1< @  T @@@V <   ` 6@ 1 5  ?  7@T/ @ @ 7   +  @  7    `* @ 7  р `) @   G ?   T @E4E@7  :   @  1@  T @  !FH@ @ ? } @ 7  Ѡ * @    T !G `  TJ7; 4
@ @@;64@(7@  `6  5@? >7@  @ 7   + `@  !FH@" @ ? @7 ` @ 7  `  - @ a0 T@<0 @
@  1@  T `@  1@  T` @ 7    . `@ !G   T	7 5r  @  7! с 8 5 @R      YOR  F @ T@ 26@H@ @ ?   @ 7!   !q    G`Ef~   `4  M @ 7  Ѡ  ROR          ҩz7w7t7q7n7@  @ 7!   Ad7a@ @ 64@@r(7u@  `5o 5? 6u @  7  р $ @ 7   \   G !G   q *A@AO T@ 7  Ѡ Z  r 4  R!DGo6  c  !G BG ?  q B*@BA' T@ 7  Ѡ `M  ' 4 =@@  1@  T =@E4@@6 @   @  1@  T` a@="H@ @ @ ?  `@ 7  ` `\ `@   T@  7 @ R @   R   yPR 66 6@6$66
 6@6X6O 5@    R   GOR     76 y5@   E@"H@" @ ? c  G !@    @     <5 zR   GOR@  6@{@[`@g@  1@  T`  @  1@  T  ` @ 7  `   `  6 @  B !  m6  ?6  @! @ ՌR  ! @ "֌R  V6+   5    E@"H@ @ ? u  G !@  @4@@R       YOR  U@7   )6&6@   #@`R      YOR 8  lG !@& ҹOR   @ =6@R       $ 5@  \G !  @(6 @159 R   OR g%4 *6@ R 9PR     F? # T@  G_    TB R5   B @ @ q A@A  T4 *V7a@ 7! a +   4 =(@ @  1@  T    @ 7  Ѡ S =@E4@@5 f   @  1@  T`  a@= "H@ @Bm @ ? @ Tk ` @ 7  `  < @ l T@ ҝ5 o !   @  1@  T  =c'@` @X   1@  T`  @@@@@# n   `4`[ 5 `? 4@v  @ 7  р P @@ 7  @ @O  @  7     O   F @ T@@Z6@H@a @ ?  @ 7  р 2   Em~   `s @ =BH@!@w @ ? u @ 7   W @="H@@w @ ?  u `@  x T   @ 7   [  z `@ 7  ` \  E ;~   { @=BH@!@| @ ?  { `@ 7  ` `e @ R !  |  R!   `} @  BG!F ~ T L4@ } ` @ 7  `  `j @  * T@ 4  !   ҷ, @ R  9RR  @ ` TA  {G 3 *6@ R YOR   @  @47 {G4 R4 4Lr3S@sR 1KA@qJ'CBgB%Ce#Dc!Ea
 3=`2=7`   sR qJgBeca
`2=  c6`@B@6 R! R  `A `B `C `D `E `2= 3=6    W @  4  X @@  @c   1@  T   @` a4^4([4"  Ҡ@  1@  T =c'@` @5   1@  T`  @@@C t7   ` 2@  5 ? 3@=  @ 7      @  7     @ 7  р %4K@R       YOR =2  4@4w R   9PR @ `@
@  1@  T` @  1@  T @ 7     @J}  a@ 7! a a   3@3@{@@ #7  р @9 3@ ҠRYOR   o2 @@R      YOR @R  ҹPR 73 3@}3i3 `RyPR   "   !G Eoz   `U  V @ 7  Ѡ D  RyOR 	@` @
@  1@  T`    @  1@  T   @  7   m `  3 @ t A     @  z =z    P @ 7   ?  @  7    > @   1@  T @ ? N T@8 |  !@  7! ! G  O @ @ 7!   @  C3p3S@sR 1KA@qJ'CBgB%Ce#Dc!Ea
 3=`2=M @sR qJgBeca
`2=l@ l @l  X3b@R ҹPR       %1    E@"H@I @ ? ;~  G !@  @1@R      yPR  2@2 2@v@ R     yPR 1 1  \G !  @2@ 6 ՠRYOR    72{@w`@g@  1@  T`  @  1@  T  ` @ 7  `  1 `  2 @ V B !  CX1 қ RyQR     _2 @ `R yPR   lG !@& ҹQR  @2@R lp2A 51@8   E@"H@b9 @ ?   G !@   @     0 @ R@yQR r 1@@  \G !  @w2 @0 ;2#@`R     yQR T0 @)2@1 ` @
@  1@  T`    @  1@  T   @  7  р & `  (2 @ 0 A "  @ 9@    `R  yQR # 1  @R yQR q@`R YOR        zR   G       OR 10 c( 0@ 4 @`R      YOR  @ьR  ySR {0  \G !  @1 @ ҌR  ySR @ R      RR @ ЌR     9SR 1{   B@@R      RR :0 D@R     RR -0 Ei1f1c1z@@@v@  1@  T@ @  1@  T `@ 7  `  z B@   7B B b  )B1%@R     RR \61@ R     9RR P/ / !@`R    9RR A1 1@q@R     9RR /1@ R    9RR #@@R   9RR @ n  (`/ @	R   yOR h R  9RR b 0@@ !@
@! 1@  T!  @! 1@  T  @ 7! с 0@v@R    YRR  R! Ry  Ez/ 5@RRR S @ ҽ/@ i/ @ R      yQR Z/ 6@  0 @a@   ҉08 cRRAR   $ #Cc2 7@   @  1@  T    @!Exw  @  R Җ    @@ 7  @ ` = @/  `@ 7  `  3j EWz    !G `@ 7  ` `
 `ŌR  RR bǌR! Rc 0y jj#CW   7@  @ 7      P@8/Q@M/ q  \G !    @    YORH0 @`R@ 3 0@RRR TT/RRR R RR ///z//@ ~R   G     OR ČR RR @ÌRRR @_$c ?#{ S [   ՠ@zs   bz3s !TSA[B@{Ĩ#__?#{ S[cksCт BpG @ @    @  1@  T     E`E@q/ ;   @  1@  T   @ !FH@> @ ? >  @ 7    (   ғ/ ? `@  1@  T`  0 @B   B G!F 0@27@@@@*   `.@ 5? .U @@ 7  @ 4  @ 7    3 @ 7  р 2 `@ 7  ` 1 @ !$GH@ @ ?  @ !EH@ @ ?  @ !G  A< T@< @
@  1@  T @  1@  T @ 7  р ! @ !G   Tg. 5x  @ 7!  !IS   R        R # VR   @ 7B т     @ 7B       @ 7    @    @ 7     ! @  c @%%   @ 7      @ 7  Ѡ @ @    @ 7     `   @ 7   @ @    @ 7          @ 7    @ #@  5a#@  @  q) T    q ~ T  G @  T"@  @  q+ T    q T`@ 7  `    pGA @B  ҁ"TCSA[BcCkDsE{ƨ#_ց@ @ 63@k(7@  `-} 5`? - @ 7   @i @ 7  р   @ 7  Ѡ    " R F-    " R!F- @  -   `E4(G@3.    @  1@  T @@ 렉 T@ _.      R     R # WR ;;.; # 5.B#@;@5; -.B;@4'.J$.T!.^ 3 .@3@).-    R        R # VR     @ 7     B@7B B b; # -B#@;@----+ -+@  R  R# VR         ; # -B#@;@-"-s-k-c-[},    E@"H@ @ ?   G !@  @H,  R         AR # VR S,   R          ҁR # VR   R          R # VR um-j-! @ <R    R         ҁR # VR T*|  =! @ <R  "  @  1@  T `@  17 @  T` !@:@@ zk   `+@q 5 @? z,@p @ 7  р `V  @ 7     U @ !hG @< T !G W T 4@ H @G   @ ?@ @h  @ 7    `U  E`E@, h   @  1@  T  @  !,GH@l @ ? @j  @ 7     U @@@ k T !G `  T+,6 4A@ @`669@b(7T@  `q+| 5 ? ,{ @@ 7  @ `S  E`E@, `m   @  1@  T@ @@ !EH@q @ ? p @@ 7  @  3 @@ p T@v  t @ 7  р 1   O  GC  R        0=K N T# !  @ 1`z T@DA@B C
 DFE G0=BC
2=A 3=;q @ 7  р *  @ AB  C@D
E 3=@  E
2=u @ #  p @ '@BH@!,G"p @ ? D:p  @ 7      ' =,'@#@+ JA BB#6C D"@6
E@ R	N@! R M 2=1I'A%#!	 1=' -   l @@@D @# Tv  D@ 7  р   
,D\  @@ 7  @ R # @tv @D 7  р `W  @ @A B CDE 3="H@@3 @' 0=\Fs @ ? Es  @@ ` T@_ @ @@  1@  T@  @@  1@  T@  @ 7     ] '7 u 'E 7@A @ 7! A   |p @@ 7  @  W   G !G   q *A@AH T@ 7  р @ x 4@   T'@   T@ + *    T@+@`   #@# 3@@zs@   b@{3s !TCE  Et  C@l  3Gyr   @@C 7  @ @W   63@ A RB  @6'@! R	@ C# D!	E 0=#!	 1=,  @@ @@   T`  Z+ @ S XR   R B@` @ @  @   1 T   &0+ Ҥt    R      ҁR# WR "+g+r +@+Ek	+EO@XR    R A@B@3   @  1@  T   3@@ @  1@  T@  @@ 7  @   3@/ At D /@" @ 7B "  b  3@*D3@   + @T   J)@ @7! с !*@`@7  ` *	z) t)    \G !  @*   R  R#   R        R # VR @ 7   `  *  R  R       # VR @`{7  р  {{* w*@T r*@J  R       AR # VR e ) #\*T@@@  @   1 T   F  R       ҡR # `WR HB*V  R       R # WR 71*d  R      aR # WR '(@   E@"H@h @ ? x  G !@  @(  R      R # WR @xv @@  1@  T   @  1@  T  @ 7  р 5 ` *  B ! Ҙ (  \G !  @*@ 6M Ҳ)   R     !R # WR         RR# WR  (@ g    E@"H@"j @ ?@d  t(`g   R  !R     # WR   R     ҡR# WR P( @X@ @T@  1@  T  @  1@  T @@ 7  @ , r @  7B  b  In)Ej)Df'E *6XRR    Y"(@   E@"H@b @ ?   G !@  @'  R     !R#  XR A;)DC  R     aR#  XR 4' s@x @
@  1@  T  `@  1@  T` @ 7  р J @pr  @ 7B  b  e)a  R    AR#  XR ' -R(EE' [   R  ҁR     # WR   R    ҡR#  XR '7 ('E7@w E @XR   AR ' D@XR   ҁR @XR    R | ,+ (C+@A" F   @  1@  T  @  19 @  T      io  @?  @ 7      @ 7  р   @@ 7  @ @   Eq   A 3G o  @@C  @ 7    
  & @B  #  Eq  C C  !4Gho  C D @@ 7  @ / @@ C T` h(C @ XR  R K@XR   !R BB(Q ' EcXR   R :XR   ҁR 5     g'(@#( ( (@(XR   !R H '   @  1@  T  @GH     n  @< @@ 7  @ +  @ 7  р  `*  @ 7     * @@@  E?   Tq  @ 3G n  @@?  @ 7    1  F? @: Tb@`  G_  , TB R 	'@  < @ R # @  #CC @ b BG  !F K T[' @@J  @ 7    `4  @@ D T` ## ' YR &R#C#@B !   $@ 1@  T$       ]n  K  @ 7     3 @@ 7  @ `1 @ 7  р @,   Ep  :   !Ftn  @C  @ 7    `+  @@ C T _q @   2a@F  @ 7    +  !FSn  7 @@ 7  @  +  @@ A. T@. @@@  1@  T@  @  1@  T   @ 7    +  p  @ a@\4  @ 7    &  !F   @ @ 7  р '2XR   aR 9p  C 3G n  @`B  @ 7    -  F? `6 Tb@`  G_    TB R3& 1 @@@  ; T`  & @# YR   0R &CXR  R % `  G  R!@  @p%A
RXR    &@o  @@  1@  T    @  1@  T   @ 7    #  &C @ f B  !  `  G  R!@  @D%R&&&@XR ҡR R`  G !@   @'%@  R     aR# WR {XR  aR u`  \G !  @&`
@g G ``  G !%@XR ҡR ^XR R Y/ Q&D/@bXR AR M F&@o% XR  ҁR A@a  @@  1@  T    @  1@  T   @ 7    `&  ' ;&C '@@- h G A ! `  \G !  @L&#&XR R  
&@ &@CXg G9`
@h G ``  G%%t%%%fYR ҁ!R YR !!R YR   R  %@o   B !   $@ 1@  T$    G  @(   1@  T     l  @  @ 7     ` @7  `   %&YR !R  ZR  ҡ3R %C% ZR    !6R $ ZR  8R @<@	@  1@  T @@  1@  T@  @ 7    `    %@ @  b A    YR   +R bYR  "R V@ n 8`# @@ ZR 3R Mh GV@\@	@  1@  T  @  1@  T   @ 7      n  -%@YR  A(R ) ZR  5R ! ZR   a8R F@ @C@  1@  T  ` @  1@  T`  @@ 7  @    % @C` b A    3' $C'@YR  ҁ+R YR  A+R   $@@p$YR  1R YR  0R $YR  ҁ&R  $@Cg  R      R # WR XR   R ?#{ {# ?#`  pG{ S[ @    u
@  a TuA a@ c@"T@"(6#  + T@X$  X  = <@$ */7a@ 7! a ! 4 4 = F!L@@BH@8 @ ? R `@a !G ( Tt@t( @v
@  1@  T @  1@  T `@ 7  `   m @  7! с A 4 a@ 7! a  `  G  T @a !G aC Tf 4  @ 7B   b& @  1@  T @ 7! ѡ  cE-  c
 3 TL0 T5( +# =  !0@"@# ' u
@ cE `  lGE   c   @B@& d !"!FR  c@ &" R0  `  pG@ @B  !B T{BSC[D#_  ?$ C =@@@ @  1@  T@  c@=b   D@  + `@ 7  ` `& =!@@     @  1@  T @ 7  Ѡ `& @ 7  р `% # ( ֢= J@! @( `@ 7  `  @  1@  T @a !G & Ta !G   T" 5Im  @ 7    4  RQR  #5#cE#6|#=
@ @ 63@ !(7@  `
"% 5`? ") @ 7    `@ 7  `    @ 7  р ` !RR  c@ & R n  @ 7  р `   c@ & RaMR cES@#!0@ !@@   ? ` @v G? ) T T@ 6! `@ 7  ` '#!  `  lG !  @R# !   #a !G   TY"  5l  a
@ @ 64@
(7v@  `!  5? H"!`#   R4VR  " Җ RJRc@ 7c c    **c@ &$   @ 7! ѡ a  cE"cE" Ta@  ! =!4@"@"   =!8@"@"      T@8""\"K Ҫ a @&!$  `6cEADR"t]! < R4VR" T`<a@ =!""AYR  c@ &"R Ҿ \{"`< =!  Ҷ RMR !OR RtORy@7@
@  1@  T `@  1@  T` @ 7  Ѡ @ k @ 7B  L"`  \G !  @y"@ 7      RQRMcEERD 0@ @@A   ?  @? ! T@ T@@6  @ 7  р !" @7   @"a !lG @B  @ ! !YRc ! R D  @&i cECR$ c *  @&i cECR! ` `@7  `  !Ֆ   !
  @`  \G !  @"c&! !
  `  lG !  @!  c@ & RaTR cE  c@ & RaLR cE  c@ & RJR cE ?#{e ХpG S csѢ @ ҂@  B 1' @  T d
@@@ ? @M @?{ {kG+z ZG/;? $Z T@_ M T@? aX T@ @  1@  T  @  1@  T @ 7  р  <   Oy 9G Rk  3= 9 Ta ! k  1@@< T@cGAB  CGDE3=@ 3= @K  7  р  7 @AB  CDE 3=@G@ K@  3= 7  р 3 @  1@  T `@ @ 7!   a3 `6@u t  Y@ T @  @  qL T  E   q 5 T6   T"@  @37  R: O 4 AB C
@E 3= @ 
@2= D! G  @!G|! 7 !Gv!7 !@p!@7 @!Gj!@7`2@ @ 7!   *  |2  Go  . `.@ @ 7!   A4    F!F@BH@x. m @ ? m  @x G 9 T4@t9 @<@  1@  T @  1@  T   @ 7     @& @a !G   T 5Rj  @ 7! с A_   @ @ 6!@ `g(7@   `  > 5@@@ ? @ @ 7  р @!   @ 7     + @ @ 7  @  + `.@ @   F ` h @?  v T@@y  *Fc% w  T@ 5 T  c T 4@x @bx  @ ? T| @T@6  ! T@ 1 T@ 7  р  ^ @  3 T `m T 4@P @P ! @ ? T @T@a6 * A T_ 1  T@ 7! с j `@*@  *b z@: @KA q!j T@@`!  I  B n #G @@B!      C @ a !GB1% R D `  ` T~  aw T`@  @a R r_ kW T `w T @ R @`  B 2  bx @Ci x  С  F!F@BH@B @ ?  `@ i Tx@i  @|
@  1@  T  @  1@  T `@ 7  ` @d @a !G `  T& 4@ @@&63@@ (7@  `Bx 5`?   @ 7    ' `@ 7  ` ^ @ 7  р `^  RF  C ; @@  1!TaeA}|2   GQn  `  t n@! @ b9R   *d6@$  @6  7c у  c  [*uLARsKR **   c (    T"@  @  q T  w  q@? T+A/A;A?A@ 7  р   `  pGA @B  ! T*SAcCsE{ƨ#_'%^  c (IR/R \ 
@' @lO T 0RIR@ 7  р  7  @@` AQ)ӐR" r  K k  TBgA  R_ }$@z  T   !c 4  !' @(RR  m  @P5R @ 7  р    IR   @ 7! с a   @ 7!     **c ( 6 y 9G xT@>! @ sR C :RJR[! @ B9R ; 
@`C @ @@  1 T W
@ ) T@@@  1T k@ 7  р  ^ DRKR @ ҡ6@! 1@  T 1h  @ 7!  A wNRgR`  TG_ ! C !c   @c !Ua C   !c!' @(RRU    F~g  @p `.@ !F@BH@"q @ ? zp @@ Af TW@f @T@  1@  T @  1@  T @@ 7  @ b 0h  @ 7!  a So @ 7  р _ `@ r Th  W`@ 7  ` ] `@p  7  ` ^   @@ 7  @ @^ ' `RMR cC    3@ oE#  @77 С  F!F@BH@6 @ ? |5 @ & T@% @@@  1@  T@  @  1@  T  @ 7  р  "  @a !G  T 5~g  A@ 7! A n To @ 7  р   @ 7  р  @C'@' Z   1  # A@7! A q @l@ @`64@)(7@  ` `$ 5? 4> @@ 7  @ `  w `E @ 7  р  = @9p@ ? D   ? @F  ?A Ҿ @^7@}7   `}U@  BRKRI@7   `A+A/A;A?A 
@ @@  1T 2v/x% C c  !' @(dR"(R# aRA  FKf   ? `.@ !F@BH@BA @ ? ZA @@ a8 TW@78 @\@  1@  T @  1@  T @@ 7  @ 5 f  @ 7!   S@ @ 7  р @2 `@ ? Tf  `@ 7  ` `0 `@zB  7  ` 1  Ҝ @@ 7  @  0 wORLR' 
@ T@@  1 T % C c  !' @(RbR `k  `  G  R!@SRLR  @K' 
7TRLR' `  TG B !   @3  Ҹ     @" @7B "  ~2Sk  @  `  \G !  @@@6DRKRVRSMR' c@@ 7  @ `  ^lR @h'@   @ 7!    #@'    @ 7!   ! @#    @ 7!    wNR  ҲkR QC - `@  @` R  r?  kT  Х`(c 4  !' @($R(R !R<7WRSMR' WcRNR' wdR3NR'  0@`* @@!*   ? ) @a !G 4 T Y @ A @v7! A  v  , T`  G !  @'     @ 7     gRwNRO% # c @ !`< RRӘ ieRsNR{  * T`  G !  @&   0@ $ @@#   ? `# @a !G_ + T a@ *Aq7! a pWRSMR' KRDR% # c  !' @(R(R RX``  \G !  @@@6)% # c  !' @(RRx #> `  \G !  @ @@6:RJR_<RJR\3=RJRYa|^m\Z	XU~RROp#j  Ss3RIR;C @ 7     @   @d  @7s5R  O3 )&JRLR' S>RJR' i   KRLRa@'  7! a A ڟ@@7  @  LRLR|@\@w@  1@  T @  1@  T `@ 7  `   6d @  7B т b  NRLRW\RMR' 7cRNR' \RMR x @~`  lG !  @W^RMRVR@'  7  р `  SMRSMRe `  lG !  @W`RMRY wWRw@w@z@  1@  T @@  1@  T@ `@ 7  ` @ c  Y<@`  PG  @2@ 4{@2gs4Rb+/;? !
   l !
  @ L**lR+A /A;A?AIR eIR s5Rl ҷIRs5Rh?#{  @{#  @_?#{ l@?  q  T <@{#  @_{#  _ ?#{" q  TB|@@   B 7dxb T"B(@_  E$|@   !   Tbxa_ mT! (@   ڿ  R`R Ё{#_   `R ?#{G K ?  q T#|@& Qc D Qa}$%    L&# @ !  ф  #$@, #D@L ? T  q- T '$  $ !  (@#$  aT{#|} @Ra{#_ ?#{  @ @! 1@  T  {#_ ?#{ S @B @@ ?` c
@ c@` ?   @ 7B    a !G  @  1@  T   SA`  G{¨#_֒R<R Р c@ )ʇ SA  {¨#_R<R ?#{ ! [*v GS c@6   1@  T  B *@
@   qk T T R 
	 4@&@2@` @<`
  )" `=U 6@` @  1@  T `@ @ 7!    t   TSA  R[BcC{Ĩ#_@*@   qk	 T R 
 @ 7  р `  3 0XRR Р c@ `+h `@`  @ 7!   ! [B  cC SA{Ĩ#_֠ B E
@@@@   `  5 ? T4   @ 7  р   AaR"RSA  [BcC[RR  `  \G !  @`R"R Ҹ  `  G !*  @  ?#{  S 3|G @`@@@   `^@ 5 ? 3  { `@ 7  `  RB R Р c@  , SA  @{è#_m` R v R@  \G !  @R ?#{  S 3|G @`@@@   `@ 5 ? 3  7 `@ 7  `  ĎR R  c@ , SA  @{è#_c)` ÎR 2 ÎR@  \G !  @ÎR ?#{ ! [U GS 5 @  1@  T b  6j@` 5  B 6>@`   _r@  TB@` #R  _ j@  TF@`"   B 6:@<6@` &@` a=` @  1@  T @ 7  Ѡ @ t  TSA  R[B{è#_@  Gt T@ 7  р `     4E@@@@U   ` 5 ? <  Ҭ @ 7  р  aLR  c@ `-BAR  `@   @ 7!   ! [B   SASA  [B  @  \G !  @KR ҕ KR@  G !*  @  ?#{  S 3|G  @`@@@   `:@ 5 ? 3  W `@ 7  `  a!RB R  c@  .˅ SA  @{è#_I`  R R  R@  \G !  @ R ?#{  S 3|G $@`@@@   `@ 5 ? 3   `@ 7  `  a(R R  c@ . SA  @{è#_?` 'R  'R@  \G !  @`'R ?#{  S 3|G (@`@@@   `@ 5 ? _3   `@ 7  `  RB R  c@ /C SA  @{è#_` R  R@  \G !  @R ?#{  S 3|G ,@`@@@   `n@ 5 ? 3  ҋ `@ 7  `  R R  c@ 0 SA  @{è#_}` R ҆ R@  \G !  @R ?#{ S z [ n@ 5A !G  @  1@  T   V ֦G` ҟ  @  1@  T  t0@v @@@	   ` 5 ?  `@ 7  `  [BSA{è#_A !G  @  1@  T   V ֲG&@ `@ 7  ` @ [BR  @ 7  Ѡ `  N@ 7     [BaRR ң  c@ `1 SA{è#_9[BSA{è#_ᓎR   (%@  \G !  @R?#{  @SA4@bH@ @ ?  `@ 8@  @ @ ? `@  7  `   SA{¨#_SA{¨#_x   7  ` ` !RR ң  c@  2% SA{¨#_֟ ᬎR?#CC cpG{C S [a @   v
@  ! Ts@`@  1@  T` 
@ @ 7!      R
 A !pG@" @c  !	 T{ASB[CC#_֫    T@  lG%  c  @  B@!$ <AR  c@ 2B#Rу   a@   l  T@ a @! %  6R#   ! G"@O   a  #@v
@#@# ?#{ [c   t 
@S   @#   1@  T    a E @ T@`6@H@ @ ?  X G T  X   @  1@  T    @ 7  р @ `@ 7  ` @   B `E40@@    @  1@  T  ` 1 `  @  @  1@  T   B  6@  @  1@  T    @   1@  T   `   `@  1@  T` `@  7  ` `	 @ 7  Ѡ `
 SA[BcC#@{Ũ#_@  G  @ 4X G @  1@  T   B 
@ 0@`E@ T `   @  1@  T  `  ` @  @  1@  T   B  6@  @  1@  T   `@   1@  T`  @   `@@7  ` }ue YSA[BcC#@{Ũ#_ ң  c@  3 RRт cC[B{Ũ#_RR  c@  3Ă `@ 7  ` `  ҄ R9R@ 7  р     @ 7    X  @ 7    @ **  c@  3 `@@7  ` `  [SA #@TQNU еG @	   E@"H@B	 @ ? @  G !@  @RR  c@  3q `@ 6    E@"H@" @ ? @  G !@  @R! R @ 7 y RR9RR ҷRRRRy RR**z RRRRtR! R    ?#{ @SBH@  B !8@b
 @ ? 4 @ !FH@
 @ ? @3	  7  р  a@B "H@<@B	 @ ? `@4	  7  ` @    @	 B  t B@  `@ 7  `  @SA{è#_@SA{è#_R*BMR ң  c@ 3ځ @SA{è#_S UR7  р `H E R`@7  ` {@R 6R?#{ @[ B S BH@!8@ @ ?  `@ !FH@B @ ? c@4  7c c  @B "H@<@ @ ? @  7  р `
 B A !GD@@ `  T  4
@ @6 7@	(7@  ` 5? |
 @@ @ `	 B  J@- @  7  Ѡ  [BSA{Ĩ#_\  c@7LRuR=   7  Ѡ   LRR** ң  c@ `4@ [BSA{Ĩ#_B A !GD@@ T ҳ[BSA{Ĩ#_`@ 7  `   R    c@7@LRuRc c  LRuR gLRR6R@ 7  р `  LRLRr b@  \G !  @c@6 @LRuRR  ?#{ [V G? ` TS  @ 5@@! 1@  T 
@ @ 7!   A `
@
   T  T E @ T@ 6@H@ @ ?`  @ 7!    @EH@" @ ? U @ !T@H@b @ ? @4	  7  Ѡ  `
@ i Ts@c`@  1@  T` @A !G  T@ @
@  1@  T  @  1@  T  @ 7  р  [ @  7!   `@ 7  `  5  @ 7    
 @ 7  Ѡ   cC@  1@  T SA[B@  G{Ũ#_ր 7  Ѡ @ SAIRR  c@ 5I [B  {Ũ#_~cC@  lG ! 5  @!DRR  c `  ^ @ 7!    SADRcCRSAGRRcCCA !G @ T  5x[  @  lG !@&  @SAGRR
@ @65@ (7@  `? 5?  `@ 7  ` `  okbqOAIRSAR}I  F &  Ү    @ 7! ѡ    c%r8  @  \G !  @`@ 7  `  ALRcC@@7  р O XO@T ҨaJR  ?#{ #@ S sGB BG? dB T@  @ 7B   b `@  1@  T` @@  G{¨#_/!R"R  c@ `6g @  {¨#_@  lG c@B  @ !R  ?#{ [!@kY 9kGc @  GS? s$@&@a/ T@  1@  T   Z ZG   @?  T  T@x{@  1@  T {   `@ 7  `  @  T  ` Tn@"C@@ 5 A@ @ T Ú e ʿ  $@  ˳  TuVd @ u#  ?   A !PG! @?  !' T@ 7         @ 7  р  SA[BcCkDsE{Ǩ#_@C A @ x|cx|$x|A@!x|s%T `&  B  P@ % `@ 7  ` `  B A !GV@`@  T 5+Z  @ @ 7  Ѡ    , `@ 7  `   XtR@R  **cB  9~ xR2R@ 7     cB    7~ O@ `T 3 3@ " @7B "  B> T    [ 
T@@  1T CX   B  P@- @ `@ 7  `  	 B A !GV@`@ `  T^ 4a
@ @67@(7s@  `@ 5? R @ 7  Ѡ `  ҽ `@ 7  `   tRFR@  G rR!71R  @!?   AT@  G rR!82R  @{Y  tRFR  B A !GV@`@ Ta
@ @@67@ (7s@  `\  5? 
S  XtR7@R@`7  Ѡ  M Kc o c@o@K ҋwR2R :tRwER.tRER`@@7  ` $   @p@X   5uR1R   c@  71RrR Ұ} mj0@  \G !  @ ҘXtR?RXtR?RArR1R ғ @  \G !  @?#B BpG{S [ B C @  b@ B 1c@!(@	 Tb   Td@ @   T`    B   Txb? aTb@ B 1@  T `@ 7  ` @ @  pG@ @B  ҡ$ T{DSE[F#_c@? T@  G?  T    ; @"R  
  * |@  ` @ 4A !G  @  1@  T   W G   TA !G  @  1@  T   W G`    ` `@  1@  T` B  *@ @@@   `^@ 5 ? U  @ 7  р  `@  7  `  @   @ 7!   a @    @ 7!    @    @ 7!    ;@@ w}r R@   @ 7!   a @    @ 7!   ! @    @ 7!       |G3 4 B*6R 9| c # C { 	7A !G  @  1@  T   @ @ 7!   A	 @ @  7!   ! @ @  7!    B@U GS;@%@><6R  B@E@   @ 7!    @   @ 7!    @   @ 7!   A *9B* Z| ;@RR6RR
   @s @  \G !  @) iwm{; ;  ?#{ S [*cGa@ *! 1@  Ta D     ~@    @  7  Ѡ   @ 7  р 
 `@  1@  T` `@A !G  TA !G `  T  4a
@ @64@ 
(7u@  `>` 5? 	 @ 7    @ 7  р   Q @ 7  Ѡ  AR  c@ @:R{ `@ 7  `   *SA  [BcC{Ũ#_(W  @ 7   ` R(  h`@  1aTb_\ ұWT  @  \G !  @@ 7    
 R Հ@7  р O ;O@  c@ @:Rt{ ၓR `@@  1T Z@ 7  Ѡ @ !R 7  Ѡ aRaRx@ @t
@  1@  T  @  1@  T `@ 7  ` `  ]V @ 7B  !Rf?#{ S [Pb@ *B 1@  Tb T   ᒓRbR  c@ :{ `@ 7  `   *
SA  [B{Ĩ#_*
SA  [B{Ĩ#_c*   ҽ
  `@  1@  T` `@A !G  TA !G  T@ 5YV  @ 7   @  @ 7  р   Ѐ c@ :"RRz cCa
@ @64@(7v@  ` 5?  @ 7   ` @ 7  р    1 @ 7    cCaR"Rfc`]Z   @  \G !  @@ 7   `  G ҼcCR"Rd `@@  1T x@X @t
@  1@  T  @  1@  T `@ 7  `  ~U @ 7B  z?#B BpG{[c C  S^@kA @      * 2@  - c    @b@H@. @ ?  - :@? `- @A !G@_  T@ !@@! 1@  T! A @! 1@  TA   @  7!    `    B !  @  13 @  T @a@9@@ (   `S
( 5  ?  S,  @ @ 7!    @ @  7!    :@ @   T@@A !hG  TA !G  % T 4@* @b*  @ ?  &    @@  1@  T@ A@
@ 7! с ! @ 7! ѡ    A@ 7! A  @  pG@ @B  A- T{DSE[FcGkH#__]` o  Rs	@   @ 7!   ! @    @ 7!        `@ 7  `      @ 7     @   @ 7!    # C   
@ C "H@d@ @ ?  @ A T@@7  @ 7 R  @@<
   5sI=R ҙ З A@
@   @ 7!   a  W  
T  @@ @@ @`@  1T`  p

J
A@ 
    "  
f@
   #C*=R ";y w 7 C Ek@`@@@   `^	` 5 ? 
3  { `@ 7  ` @ sI6R8>R ҦRX=R  ҙ З  @   @ 7!   A @   @ 7!    #C**";x   @ 7  р  S 	R=R

 ҖRs	-A	  Rs	& O
 s	VR@   `4@@ S@`@  1T` qsI6R>R U^
[
  R>R З Gs		@  \G !  @}
G
D

B
@
  i
 `  @!7!  0
 
sI6R>R З X A@ *a7! A 
e 	  sIR8>R   @  \G жR!8>R  @7
sIs	O	 Rs	  ?#{ @  ` ?  {#_sR"{R@ Ѐ c@  <%x {#  _pRzR ?#{ S sB c `^@ [+    @k@CT@"H@an@6", @ ? 3, :@	 ,   	 , @7 @  G?  , T@  1@  T 	 -  @ 7    `  	@ 7   `  	`@@@,   `.$ 5 ? # `@ 7  ` `  	 @ 7    `  	S sG@A !GA TA !lG @B<  @/R @R!     @ ?  :@   A@@  G?  a TY@9  @X@  1@  T   @  1@  T  @@ 7  @   ` ^	   B !  @  13 @  T @3@@    ` 5 `? |6  @ 7   	  @ 7     @@  GS sG?  SA T T@  1@  T 
@    i Tc ˔ c   hb8B j"8_ T@ 7     `@  1 T` @ 7  Ѡ  kDT G`@ 7  ` @ [BSAcC+@{ƨ#_@ 7  Ѡ  һ*RT?R Ճ Ѐ **c@ =w   @ 7  Ѡ    @    "  n 7RT@R`@ 7  `     @ 7       @ 7    `  Ҙ  @ 7        @@ 7  @ `  kDkD   lG ! =;R@R  @kD:@ {/R@R  Ҿ+ kD һ2RT@R# kD-R@R2R T@R  -R@R .R@R!   һ.R@R  `{8RT@R.R@RkD j 
 `   \G !  @[ v   lG #@B<  @9RT@R !   \G !  @F?#{ @%  ?֠ 4! !G  @  1@  T   {#   G_`  @B7B   zR{R  c@ `>,v {#  _A}R{R?#{ S ck: @+ [ @ q` T_ M T7  [V  u Q * s_T[BSAcCkD+@{ƨ#__ T   s_!TSAcCkD+@{ƨ#_ ?#   pG{ S[ @    u
@   TvA a@ @"T@'6#  @+ Tc@h V  B  p@ * /7a@ 7! a   4B  ! @ x@@BH@7 @ ? Q `@! !G ( Tt@' @u
@  1@  T @  1@  T `@ 7  `  P @  7! с  3 a@ 7! a a    G  T @! !G aB T 4  @ 7B   % @  1@  T @ 7!  a cE)  
  3 T/ T' <   !G"@  ' u
@    lG%   c   @B? d !a'R  c@ `?" RDu     pG@ @B  aA T{BSC[D#_  S  C  G@ @  1@  T@  c@ b   Gʳ  @+ `@ 7  `  & Gt     @  1@  T @ 7   @& @ 7  р @%  ( B  t@  ( `@ 7  `  @  1@  T @! !G & T! !G   T 5^P  @ 7  Ѡ  4  R2R  5cE;B
@ @ 63@ (7@  ``% 5`? 4) @ 7  Ѡ ` `@ 7  ` `  2 @ 7  р @ a3R  c@ `? Rt n  @ 7  р `   c@ `? R.Rt cETU!0@ !@@   ? ` @5 G? !) T T@6 `@7  `  <     lG !  @g  c,! !G   Tn  5O  a
@ @ 64@
(7u@  `  5? ]v"   Rt7R  	 ҕ R4,Rc@ 7c c    **c@ `?9t   @ 7!  a  cEcE Ta@   !G"@ `  с !G"@ @     T@=]L ҫA ! % !@  ? @6%Rs B Rt7R !T`<a@ =:R  c@ `?"R s b`<=  ҵ RT.R a0R R0R{@w@
@  1@  T `@  1@  T` @ 7    N @ "7B  c   \G !  @@ 7  Ѡ   R2RO&RH 0@@ @@   ?  @? 
 T@ T@ 6 @7  р  9@7  Ѡ `/! !lG @B  @ !a:Rc ! R D  ?0L %R$ c *  ?'L A$R` `@ 7  ` y   !
)x   @   \G !  @'c@ !
x     lG !  @  c@ `? R5Rs cE  c@ `? R-Rs cE  c@ `? R+R
s cE?#{" BpG [cC7 GA @  ҿ! T S
@" @@  1@  T @T@%6! !G R$7 q# T:  # T@ 7! с A 
@z  I' T@a@! 1@  Ta @ @ 7!    
@  ' T@@  1@  T   O  R ` ``````2=` T! !C #   1, T`@pFAfB@ dCPDbDF`EDp2=B@@P0=@$  7  р @ @Ԃ   W@ T @  @  q' T     q( T`@cAa
B `CcD
a
E`2=
@
2= ! T  Ts aE @ T@`)6@H@! @ ?*  @ 7!   # @aEH@( @ ? ( `@ !T@H@( @ ? `@  7  ` `! 
@ ' T@@  1@  T @   G?  " T@V" @
@  1@  T `@  1@  T` @ 7  р    GM @  7!    @ 7  Ѡ  T& `@ 7  `   @ 7  р   @  1@  T S^   G! !pG@" @c  - TC[BcC{Ũ#_ V%2 7  ` @ S^5kRR*  c@  q   U   lG ! 5cR  @R   `   a@ 7! a  S^cRRS^R5kR   G !    @J    0@ @@a   ?  @3 sG?  T T@6! !G R@7 q@ T  @`7     ^  ҇    @ 7! с a  NS^dRR@ s    a@ 7! a a  :S^UfRRfR@ 7  р   S^Rx*S^hRRq#@ Ik   lG !  @E! @ fR  i *@  A @  7! A  A *L     lG !@&iR  @S^R( S^jRR! `  ` E a@ 7! a  lR `@ 7  `   S^RmR   G !    @ @7    @dRl 0@  @@   ?  @? 
 T @T@6! !G R7 q T  @ 7      AAwAA !
u  @AA2    lG !  @S 0@ @@A   ?  @?  Tv A@ 7! A aI   G !    @v  !
iu  AA !
au        lG  !  @\  ?#{  @SA4@bH@ @ ?  @ T@@6`@H@ @ ? `@  7  `   SA{¨#_SA{¨#_   7  ` ` RbR ҃  c@ +p SA{¨#_֥  aR ?#{ {#ճ  ?#{ S*[  |@   3 5! !G  @  1@  T   7 G`    @  1@  T  u0@w @@@   `E   5 ?   `@ 7  `  	 @R   1@  T @ 7  р  [BSA@{Ĩ#_! !G  @  1@  T   7 GM  `@ 7  `  @0R  @ 7  р `  u@ 7     @.RRR ҃  c@ `o [BSA{Ĩ#__[BSA@{Ĩ#_V!.R '  JG   \G !  @t  ?#{ S  @[c T@ks  )6@  1@  T   Ҋ = ` F@  1@  T @6 jG   G? $@? T@  1@  T  7  @    G?    G; 7@    R	 @? % T j T @xu@@  1@  T@     @ 7    @ @! 1@  T   @ @ 7  @   @a ?@!F  TE  ; @ 7! с  ~@  T@@;@   T)`& 4  5@@;@ `
@a@ A* TA@! 1@  TA b@ Zx a
 7@7@	  ? I@xF  ! !PG! @?  a> T F @ 7    / @ 7  р . `
@ 6 T  R F 9   T@e @  ա@  @  1@  T     !T5 F7  @ 7!   2 `@ 7  `   m F y& 4! !G  @  1@  T   ; {Go F@0 @ n F `0 @a,7K  @ 4`
@b@@ B T" @B 1@  T"  g@ x b
   R * ; aK 7 K@C3 @a ?@!F aT@ n (` ;OR6UR @ 7   G    @ 7        `@ 7  `  c  **c@  Kn   @ ҁ 7! с !   `@ 7  `     @ 7  р    @@ 7  @   SA[BcCkDsE{ʨ#_    @  1@  T t  1TdRVR ұ T @@@  1T@  ` T鏀9  S  "  @ +@` ) 
@   H@@B 1@  T hy' ?TC eC@  @ 7   g   @7      ^@" BGA@  T'@" BGT@dB T  ` ! !G|G@ `  T` 4
@ @ 67@(7@`  ` 5?  @ 7  Ѡ   - @ 7     `RvVR ?`h]_ZVW>U6 1TXRUR (H  @w_RvVRAO>+  WFRTR&aF  nRWRSRUR %F F~` `	  @ p@7 	  C C@k   җARVTR ҄ qTR ҖUR7_RvVR7URURw_RvVR   \Ga !  @wgRWRFg 7oRWRqwoRWRl   JR6URKR6UR   ҟiRVWR kRVWRSs F`5 wNR6URH?#{ S   @[l@4|@5|S @ ڵ @A ˿ - TF  uւt w   @ s" " ѿ@ T\`*@b* X`
@b
 `J@ E 1T *c c@wRA`R  `l *SA  R[B@{Ĩ#_@  RSA[B{Ĩ#_  ?#{ s @S; {G! T[ c*k$ 5! !G  @  1@  T   7 G` Y % `@  1@  T` ` F  @{   1@  T   v B @@a^@@7$ `  `@! 5 ? s4  `@ 7  `   @A
B  CD
E 2= 0=  #@  @#7  R@  $ 4@B H@:@b! @ ? 6 @ @ 7!   ! #"@=C@AAS@R  @# b@!B 1 =n   =@  Tb @}    p A F  _ " T    ?   T @F 2@.  T@ ` .@; {G     @  7   
 `@ 
 T    T`@ 7  ` @ " . i T@  @ 7   @ .@  ὒRRT  ! !G  @  1@  T   7 GH8RՂR 7   
 c  **c@  k   Ҁ@ 7  р    @ 7   ` [BcCkDSAsE{˨#_d`@ T   @7! с TQM@  1@  T aRRc  c@   ~k ;[BSAcCkDsE{˨#_0-+/@
  v 8R~R  `@`7  `  @ 7  ؝R~R  c  c@  RRCk  Ҁ@ 6[B cCkD    \Ga !  @&! @` ⡒R } @  1T  Ҁ@f  1@  T ec  c@  ~RRk RՂR?#{ $@l@GD@    q- T|@)@ (@"@  x`!y  x`y D  x`Ax    T{#_  ?#{ [v B " BpGSck  OsCcAD @          3=U 5B @@ I T@[ @  ; T`    B  : Txb aT   G !p T@  1@  T `=A@   GW=" BhG?  $BAb T@@  1@  T@     )B     G    G @ ssB 5 G  $ @@ A< Th T@@xt`@  1@  T`     @ 7    , ` 5`* T`@@H@!@F @ ? YE A?   q$A$UA T, 5 @ 7    `:   `@@H@!@I @ ? H A?   q$A$U, T@1 5 @ 7    7 +  a@B "H@@O @ ? N A?   q$A$U0 T2 5 @ 7     6  a@B "H@@"P @ ? 9O  @ 7    : a@B "H@@bO @ ? fN  @ 7!   a9 `@B / H@!@M @ ? /@M  @ 7! ѡ  !: d@h"@gB@ : T|3 ?A> T^   AG T @  	} ܚ|? m T   񄠟 (  H {"{ @{!@57 H {`! 	{ B)  !  )b  6sR#@T_R@@u Р 7  @ (    @ 7    + * ңB*  i   `@ 7  `  &   @ 7   (    pGA @B  !e TSA[BcCkDsE{ƨ#_a@   G?  4 T ? @ T`@|"@dB@ l TB @ !   T@j 1@K T@@7 H {`{ $@@ 5@  @    @s"    @@@  ?  sD  ! !PG! @?  C T;@@ 7  @ M B @#@   T@B; D@  ; TB`          ; TAx` aTU  @AB@@   CDE  3= 0=bX Q ! !G TB *@h  5taRRu ]  @$  |@!  (  H   {#{"{ I `@ |"@dB@9 T@ 6@ D !@   G?  < T @ `; T @ 7    63R#@t_R 2B @ ! T@ 1T!R#@pRu **B *  h ]R*R@@ `6!@   G?  8 T+ +@ 6 T @@7    }l 6R#@_R, T@@`@  1 T` !@   G?  A" T  4 T @7    `Z`W -S+ AOLIN   G 뀸Tc   \G !   @qc Ѐ c@ ZRAR uh 2/` @ !@	 E? =E 1F?@`- T?a" T ! Tܚ	   ])/ /@23R#@T_R@@ 37 u q @@   XEd@h"@gB@ T?* T  T	  7 l@  qlT   XG   @c Ѐ c@ ZRaRh dR#@t_R @@   T|| A' T     P  a T 񄠟K   @!7! с S  @  @T   G  T   G 려T @   T   G  뀣T   lG c@!  @@8WR#@_RM  @T@	} +@ +@  Ѐ@  ˿  T	  sR#@_Rj3 R#@_Rb+ ( /@R#@`RV  @  @ p@  @  / /@ " @B7B "  G @   T   G  T O@KA CB CDE@@ L  3=H@ 0=  ! !G TB *@)g @5bR3đRu Ј SR]Ru ЉHn  5R]Ru |sD@@  T| A T  Kg@_  -T`       _  `Tx` aTrsёR#@ThRN  @P  i    "n   @7! с  !T	  ܚ     + GU  + @7! с A7  Yu #@BiRّR *`  f T`R*SR   P  @T@@@   T !T@  	}  sR#@4^RR]R u | AT     P  TR#@T_RRbRu c ` c@ baRRf    Gb a B	! 
  @ c ` c@ aRRf R#@t_RsR#@_R _$c ?#{ a@S _  Tan@  [ G  T@_  T@ @@  1@  T @  1@  T @ 7  р     G !G   qAV T` 5b
@B @@ ?   b
@B@@ ?  @ 7    @ 7  Ѡ   [B@SA{Ũ#_563RRc ` c@ 
 ,f 4 3RR  @  1@T` SA{Ũ#_[BSA@{Ũ#_R"3R c ` c@ 
f SA{Ũ#_   lGa !`3  @቏R@ 7  р `  [BO [BO@  TR   TGa B !   @CR   TG_   !c   @ca !5R3RᏏR4RARb ?#{ @ D@   T@ @   T`      TxbB  aT !G	 T`@  1@  T` `@ 7  `  `@{¨#_
@
{¨#_T   G Td   \Ga !   @|    B@ `T   G  T   G T @  @T   G  T   lGa @!  @@c ` c@ BRaʒRae   Ҿ$@  mT `   xa!   T aT?#C BpG# {S C @  {   @cAB` n@ CcDaE``2=c  @a`0=0@?  qM T`!	  $@_  T@   B|   TD@ !G  @  1@  T    sG   pG@ @B   T{[S\C#_ !G  @  1@  T    sGc ` c@  NRRd 
 ?#C BpG# {S C @  $   @ccAa
B  n@`CcDa
E `2=a@ 0=!0@  qM T#	  (@?  T@   !|   TH@ !G  @  1@  T    sG   pG@ @B   T{[S\C#_ !G  @  1@  T    sGc ` c@ NR Rd   ?#{ {#գ  _$b ?#{   @ D@   T@ f@   Tc`     @ TaxbB  aTX @DA@BCDl@@ E D0=@ 0=  @{Ϩ#_ @  T   G  ҟ  T  ≀RaRc ` c@ `Pd @{Ϩ#_  ?# BpG{
@ScJ
  # D @  #2@D	2n@@a ! g @ @A
B` CcDa

E`2=ca
`2=RbPR   !pG@" @c   T{[S\@#_ARORc ` c@ @d   ?#{ {#ղ ?#{ BpG S
 C @? @
# kq2@
n@@Ra d*!@Kg e  c@ca
A`B# eC!cD a
E%`2=#! 0=3RQR  !pG?A" @c   T
SA{¨#_!RBQRc ` c@ c    ?#{ {#ճ  ?#{ k9 @S[c?  T * q Tt Q5  Z   **@ s ?TSA[BcCkD{Ũ#_ `@ 5 @" a 7  B @ s ?T`@4 @! 1T   @s ?AT* @s aT?#{ cpG S [Ca @       `2@ #  T`@ 5c
@c@` ?`  @ 7B    bF@b dnD_   T  B    TC @a ` 3E@`@@@ `  `x` 5 ? %  ҕ `@ 7  `   {RR;Rs ` cB `"XRc     #      C c oB@ha 7@@ A AAAAAcB**`   b   \    RA9RAs bF@ `@@z2@ Gn@ 4C C ** R* @*@*$ R **AA   G@  1@  T @ 7!  a `@@z2@n@5*CC g]@  1@  T AAAA   G !pGA" @c  ! TCSA[B{ƨ#_19.^   G*4ݏRV9Rs      \Ga !  @QzRMR;Rs O^  `zR:Q?#{ S*[*ck s @  BpG0@ *C @     k T Tk qR T4C ~@z  @[    *@x@ T ` T6 *`~@ @       `  @ `  @  @S  7  р  @  !GE@  T 5Y=    `@ 7  `    Z @ 7  р zRR  **s cBRuR`   a *cB** *`  a *   !pG@" @c  ҡW TSA[BcCkDsE{ƨ#_ " B@s " T#@s}d  !  c    T @"(@    |_  T!     T@d  j  @*`Ea 1TTRբRs  7  р   yRR
@ @`65@(7@`  `  5? ytC XzRR,  %"rRzRvRR@ 7   `  RwRy XwR@ 7   H @ 7  Ѡ ` R`@ 7  ` b**	wR**@s  !  c  ?  T @"(@     |_  T!    ? T@c    0D
 T@  5 @##A~@!B`  Cc#Da!E` 3=c @a`3=0@ q-. T~}~@`	  $@?  T@   !| ' TD@#@!Ai'CBc %Ca#DgC!Eeca`3=	  (@ ! T@   !|?   TH@ @q T@@ 5 @*@!CB B4   R @##A!B`  Cc @a#D`!E  3=c0@a@`3=q T Q  q T  |} R` 
   @? ! T @B   !|k  T@@*.   ~}#C b _ & T @s~_  T  @- @  q T#~} l@#R@@q  T"  Q`   ! Q_? 1aTt@? A  T(     AT @#A!B`  Cc@a#D`!Ec 3=a0@`3=@q T Q   |} R` 
   @? ! T @B   !|k@ T@@ @*#!C  `@cAa
B  `C#cD!a
E `2=#! 3=	*  qT` 45ԓRRs 9'B B* R *N*@ @*@!Ce @
@ * M T q  T Qbb  *$ R2*@ sT*!@  R& R*@`
A` Ba
C`Da@`
E2=0@a`3=	  #(@ aT#@!  |?  ` T#H@@`
A` Ba
C`Da@`
E2=!0@a`3=	  $@? T@   !|  TD@  R% RS@ %@@  u@@ 5#C e@!@  T d@B| Tz@@4@
@ * MT q@
 T Qbb  *$ R*@ s Tb @   $  aTs tRR   \Ga !  @:tӓRuRs z@g*BB  R **"@#C e@B0@ T2  b@A @! 1  TA    *@s TM*@  s !TG  b@A @! 1  TA    *@s T;*@  s !T5M`   @ 1  T @ @	 s cBBR[R *`   ^ *?#{ cpG S[c  Gb @ ҟ T @ A T#
 ` @#H@Z @C @C ` ? T @T@a6 * A T? 1  T@ 7  р `
 @ZC H@A@ @ ?  @T@!6 *  T 1 T@ 7! с  `@C **  `A `B `C `D `E `2= 0=@  A @B C D E 2= 0=9 1  T@  1@  T AA   G !pGA" @c  ҡ2 TSA[BcC{ƨ#_@ 0@ @_ T@c d@  M Tc`   `xa_   T!  aT   lGa C@!  @@ϏR7R  ϏR7R C ` c@ `4^   @ 0@ @_ @T@ d@  - Tc`  `xa_   T!  aT   lGa C@!  @@{ЏR8RяR8R!ҏRA"8RA G   T   Ga !  @@  F 0@
 @@A
   ? @	 @ BG?   T T@@6> *  T`@ 7  ` 	 AA&^ 2AҏRA"8R 0@ @@   ?   @ BG?  T T@6 *  T@@ 7  @ |   T   Ga !  @:  A!ԏRA7RrAA/   lGa !  @&`   lGa !  @TAA   \Ga !   @ϏR7RP   \Ga !   @vk  @_  `T   G_  T0aҏR@7  р   -@\ 0@  @@a   ?  @@?  Txb @ *a7! с m  @_  T   G_  T* EҏR @ T   Ga !  @/`@ 7  `   AA3 0@  @@A   ? @ @@?  T>b a@ * 7! a  AAWd   T   Ga !  @@@@7  @ TAAAA:@ `@ 6AA|   lGa !  @sa !
 a  @@ga !
 a  @@a !
a  a !
a   AA   lGa !  @ ?#{  @  {# {#  R_ ?#{ S  @   ? 5`"@  ?  5`&@  ?ր 5`*@  ? 5`.@  ?@ 5`2@  SA@{è# SA@{è#_ ?#{ S  ` 5b@" SA@{è# SA@{è#_?#{  @  {# {#  R_?#{  @  {# {#  R_ ?#{  @  {# {#  R_ ?#{  @@ ?`  BGA !@A @! 1@  TA  |{#_?#{ T@7@ @ ?  !GB  B@ " @C 1  T#  C 1  ` T#  C 1$   T#  C 1(  T#  C 1, ` TB 10 b "  {#_( , 0 {#_ cGA  !Fc@` ?$ (  _$ BG@ A @! 1@  TA    a @ 7! a  a    R_?#{ {#  R_  ?#{ S  sG @ a@! 1@  Ta    @ 7!   	 "@" a@! 1@  Ta    @ 7!    &@& a@! 1@  Ta    @ 7!    *@* a@! 1@  Ta    @ 7!   A .@. a@! 1@  Ta    @ 7!    2@2 a@! 1@  Ta    @ 7!     SA  R{¨#_0SA  R{¨#_*(&$"?#{    BG`@b A @! 1@  TA     @ 7!     @  R{¨#_@  R{¨#_ _$ BG@ A @! 1@  TA    a @ 7! a  a    R_?#{ {#  R_  _$ BG@ A @! 1@  TA    a @ 7! a  a    R_?#{ {#  R_  _$ BG@ A @! 1@  TA    a @ 7! a  a    R_?#{ {#  R_  ?#{   `
@   @
  7!    b@@  C@@`  Gz, T # S!@ {¨#_@{¨#A@ և ?#{   `
@   @
  7!    b@@  C@`@`  Gz, T# S!@` {¨#_@{¨#A@ _ ?#{   `
@   @
  7!    b@@  C@@`  Gz, T # S!@ {¨#_@{¨#A@ 7 ?#{   _`
@   @
  7!    b@@  C@ A`  Gz, T@# S!@ {¨#_@{¨#A@  ?#{ S 7`@   @  7!   A a@t    G?  $@@ T! @  @  qm T  &   q T a@SA{¨#!@ `@ @ A7!   ! @@ "SR f ?# !pG{ @S # @  AT@ 7C  # M`@` 7  ` `@  @  ? t@  @ `@  8@  ? t@ *@a  @  ? `@` 7  ` @@`@   @  7!   a `"@   @"  7!    `&@   @&  7!    `*@   @*  7!   ! `.@   @.  7!   a `2@   @2  7!   !    pG@ @B  ! Ta@{BSC!@# [YWUSQA@15`4   pG@ @B    T{BSC#_֌?#{A  @S!`ABH@ @ ?  a@[   G?   Tu@U @v
@  1@  T @  1@  T `@ 7  ` `	 @ !G `  T\  4
@ @63@@
(7@@  `` 5`? Pt @ 7  Ѡ  `@ 7  `  @ !hG   T !G  T 4@	 @b	  @ ?  @ 7  р @ [BSA{è#_4  @ 7! ѡ a I  @ !G T[BSA{è#_ ү
@  @ @`@  1T` 9  "  
@  @`@  1T`       @!7! ѡ X  @ 7  Ѡ `  @ 7     [BA{RR C ` c @X SA{è#_4 s ՁyR@ 7  р  [B{R   \GA !  @@`6\YV?#{ @S "T@ 7za6@t   G?  $@@ T! @  @  qm T  q   q  T6 SA{¨#^`6@  @6 7!   A)!@a	 54SA{¨#_! @@ BxR  ?#{ @S "T@ 7>a6@t   G?  $@@ T! @  @  qm T  5   q  T6 SA{¨#"`6@  @6 7!   A!@a 54SA{¨#_! @@ R m ?#{ @S "T@ 7a6@t   G?  $@@ T! @  @  qm T     q  T6 CSA{¨#`6@  @6 7!   A!@a 5F4SA{¨#_! @@ bR 1 ?#{ @S "T@ 7`@   @  7!   ! a6@t   G?  $@@ T! @  @  q T     q` T6 SA{¨#բu`6@ @6 a7!   k!@!K5 4SA{¨#_! @@ ¼R   ?#{  @  ,@R@r_ k T  @ @m a  @{¨#_    @ &Ba c!R9R ?   g `rRRC ` c kW @{¨#_    Bca ` ! R8R ??#{  @  ,@R@r_ ka T  @  @  @{¨#_    @ &Ba c!R;R ?   g `rRaRC ` c  +W @{¨#_    Bca ` ! R;R ??#{  @  ,@R@r_ ka T  @ @r  @{¨#_    @ &Ba c!R>R ?   g\ `BsRARC @ c `V @{¨#_    ХBcA @ ! R>R ??#{  @  ,@ R@r_ ka T  @ Hj  @{¨#_    @&B A c!R"6R ?  U ⶀRIRC @ c V @{¨#_    ХBcA @ ! R6R ?  ?#{  @ ` ,@2_ ka T  @ +  @{¨#_    @&B A c!@RbMR ?   RaqRC @ c mV @{¨#_    ХBcA @ !@  RBMR ?  ?#C cpG{ S[d @  /   A c# @ !dA 
@a
  G F   	 T@7cF  pG@ @B   T{CSD[EC#_w   T@   
 Tk  ,
 T Y%T C }!!_! @"@   `  ǟ ן?  jT8 @@@kGC@A   !E"@ `
@  lG C cb   @B@A $ !C!RC @ c  "B(RU `@ 7  `   cF ҟ ҍcF@@@C@d A%@  7@@@kGkGaRckC  ?#C cpG{ S[d @  ҇   G A c hA`
  @d ! 1@  T  # @  FĎ  
@5  	 T G@7cF  pG@ @B   T{CSD[EC#_֗   T@ F  -
 Tk  L
 T Y%9 T C }!!_! @"@   `  ǟ ן?  jT8 @@@kGC@A   !E"@ @
@  lG C cb   @B@A $ !A(RC @ c (HR(U `@ 7  `   cF Ҟ cF@@@C@A%d ! @  7@@@kGkG&RckC _$B B@ C@  qX T?#c Q{@   cC ~ 
 .@{¨#_@  ?# cpG{S[d @w  ҷ@o  @  cA sV
@b
  @  G'G[
  G[k ub  h T@[ k@  A   @!F7  A j `@
   1@  T`  @  1@  T   @  1@  T   @  1@  T  e
@@ ? A@r @ BhG cG? $CA T@_ q T@@?  u ThB@  1@  T  @  1@  T  @@  1@  T@  @ 7  Ѡ  `U  @ 7    R  @ 7    R  @ 7  р   S  d  p A !G 7@ @@`7@@7A !G 7A !@7@`p7@@@7@@{7A @!Gu7
@@0@ @ 7!   AN \0 @ : s @ |F  @  1@  T   @@ A  F  @  1@  T   A " R# K ?  q @ 7  Ѡ H 
@@$@ @ 7!   !H @ D [$    %[ @Eq  @o   @  1@  T 
@@(@ @ 7!   aE @ U(  Gp4  `s 
@@,@ @ 7!   !D @ \, A  F!F@BH@u @ ? t @ !G  A^ T@^ `@@  1@  T`  @  1@  T  @ 7  р `  l @ !G   T 5/  a@ 7! a ^  5RiR @`J7  р  J PM @ @ 6<@@m(7 @# @  `i 5#@?# #@" `@ 7  `  V @ 7  р Y @ @ 7  @  Y 
@ /@ @@ A  Z 
@  8@n ;$@  xGc@d@T`@  1@  T` !   `@ 7  ` Y @	 T@@ @c T@ @ T 4@@ @  @ ? {  `@ G W T@` ~ !` T`@ 7  `   @@ c T@   T 4@  @© ! @ ? { `@ T Td@` ~  ` T`@ 7  ` ` 
@ A``@Z  *' @@  T@  GA@?  N T@F~  a T
@`@Z  *'t@ @  T@  GA@?  G T@0~  a` T
@`@[  *'^ 
@@ `KA@ qAz T`@` `@`  e    " #B =` @ != RR BAG" R      ( P #       ?  G 
@ x@8  @ МG `@ T~  a@@ T
@x@ @ R @r?  k!S T ` T | h T ``  T h, T@ R #@@@    2 # ''  
@ 7@   `| T?@?  ͭ T @;@Zc  *'` 
@@ A@ R @r?  k| T@@ R l  2@ '  @vW  1 T
@@ C@R@r k! T q TF @  qCC) RP e 2cxc  2C)&` @ @ @C T@~  a T
@@ @R@r_ k T ` T! ! g a T @ R @` B 2  &  
@@  @R@r_ k T @R @ Rd( B 2  & 
@@1-   !  F!F@BH@ @ ?  @@  T@  @@  1@  T  @  1@  T  @ 7  Ѡ   -  @ 7!   @  7  р  @ 7    @ R@6  C @ 6k @ @6if| @C`6Uvt
@q
@n
@k
@W2  A T@S ky  m T # l TT%[ |}!_! @"@,   р# { ǟ ן?  jT J [@ k@ o@ s@ Kg@
@   lG C cB   @B@A $ !RC @ c @!eR`Q `@ 7  `   cRsT >  @  1   * T ДGReR    `@ 7  `  @C @ *c @! ;Q   @ 7  Ѡ `   @ 7       @ 7       @@ 7  @  @ 7  р ` VH 5cRkSsT  pGw@ @B  ! T{OSP[Q#_ R  XgR l T"  TG_   !c   @cA !  E@@ RXgR  @R  gR @@Tc1  /# #@M ҁcRsT  TGA b !    @ @@%RgR  # j#@@@# b#@/^1 @~  aaT   
@`@} @ R @r?  k TE  cA @ ! $RgRD_ !R@@>2+R 8iR 0h@F -R 8iR a@\ /R XiR !' jC '@@  @ 7  Ѡ  @n @<p@? C ?C   ?C  ?a gO C7@`{7  Ѡ  {C 2R ҸiR `@`97  ` g 5RiR 
@: @ @`@   1T`  @#  4R iR  S!   !E"@S kk
@ F T@@`@  1@T` ReR ДG   cA @ ! dRBeR^ aRm   F*  ` 
@! !F ,@@cH@Ã ` ? 6 @@ u T@t   @
@  1@  T   ` @  1@  T`  @ 7   `r  + @ $ @ 7 $   | ` @ 7  `   n `@@ @ Ts+  I@ 7  р @k `@  7  ` `m  " @ 7     @RjR 7  _    _C@;@c ?@  M  7  !  F!F@BH@B @ ?  @@  T@ `@@  1@  T` @  1@  T @ 7  р  @ !G   Te 5*  a@ 7! a  " @ 7  р  @ @ 7  @   @ @E7@(7  @v @
@ @ 6<@(7@ @  `}`	 5@? +@9 `@ 7  ` `   @ @/    cA @ ! RR] K
@  @`@   1`vT`  CRjR `@7 7  `  FkS{`@ 7  ` `   sR  @@/@   @ 7!   F 3@/    @ 7!   !F 7@3    @ 7!   D 7 nRco n@ 
@  T@`@  1`qT` @qR  S  * 1_ T
@ @u_  *2#^RlR 7   cA @ ! dRBTR7] aR  \G! !  @a`@65R iRZ#E # c 4A @ ! $ReR] !R  B    @b7c у #b	  cA @ ! dR[R\ aR` 
@@ A @ R @r?  kA TE #  c 4A @ ! $R"5R\ !R   F)  @V 
@! !F ,@&  U  @@ AN T@N   @
@  1@  T   @  1@  T @ 7   K  )  @R @ 7  р E `@@ `R T)  @ 7   C `@T  7  ` @D  _ @ 7  р   YRXlR 7 >  һ    @# @U7c #  CU  cA @ ! dR4Ru\ aR 9@`Z PR kR 7 @PR[RxlR 7 
ERkR 7   cA @ ! dRARO\ aR @R`LR ՘kR 7 LRE # `c 4A @ ! $RgR5\  A`  G! !lR  @` ]R 7 @@GR8kR 7  Х  Bc!  !`< RR ?֘
@  \G! !  @=`@ 6tph B@ FRkR TE  `cA @ ! RR[ C @B@GR8kR <A%D !@ r6kS!R fRxmR 7 y@HRkR 7 r  GA  R!@mR  @d`cR 7 e -  @  RgR  VC !RgR  MdRlR 7 Gd4 
@@  @ R @r?  kTE # @ c 4A @ ! $RB\R[ !R@gRmR 7 *@"RgR  %y`#RgR  $RgR  &RgR    cA @ ! R"eR^[ R'RgR  hRmR 7 PNL  cA @ ! RBR@[ iRXnR 7 jRnR 7  t@lR nR #E  @cA @ ! RBR [   cA @ ! R"TR[ R nRnR 	  cA @ ! R[RZ R @j,  o  cA @ ! R4RZ R `RXgR  )RgR  ~  cA @ ! RARZ R  Ҡ@ 7  Ѡ    @`  K @R XgR     @ 7  р `    @ 7  Ѡ  @ S@R7   `R @6 V ;R)C  <RjR a@7  7! a A @a7!  li e@9,   =RjR  U@ @`^Rv@z@c@  1@  T ` @  1@  T`  `@ 7  `  
  & @ ?RjR  TR URXlR [RVRXlR |@@c@  1@  T ` @  1@  T`  `@ 7  `   e& @ YXRXlR    PG  @@4@>@ gRq`hRcks > @RXgR  1  lGB c@B   @! !jRwBR 7 x @ sR 8 _ _$" B@ C`@  qX T?#c Q{@  cC` ~ 
 1@{¨#_@  ?# cpG{S[d @_  Һ[ k9 !   c!@sz
@
  GF	
U _ U Tz@   !   @+ !F W @
   1@  T `@  1@  T` @  1@  T 
@@ ? V @ BhG cG? $Ci T@_ U T@@?  AX Tx@@  1@  T  @  1@  T  `@ 7  `  B @ 7  р `@ `@ 7  ` `@  T ! !G`7;@a@7a@7! !G7@a@7! @!G7
@@0@ @ 7!   < S0   h  =   |F@ @  1@  T@  d@# R  s ? t  `\ `@ 7  ` B 
@@$@ @ 7!   A 9$ Z$  E %#[  %@   Z   @  1@  T` 
@@(@ @ 7!   5   S(  G*  `X 
@@,@ @ 7!   4 9 Z, !  F!F@BH@_ @ ? ^ `@ !G  AE T|@E @z@  1@  T @@  1@  T@ `@ 7  ` `  @@ !G   T 5M%  @ 7 ф DI  VRR@@ .7  @ - k A@ @ 6;@U(7@@    `R 5@`? @ @ 7  р  = `@ 7  ` `E   @ 7     `E 
@`/@ @` !  P 
@`  @@V :$@ BxG_C@dBA TB@B 1@  TB Ct @@ 7  @  B  @ T@@ `L T@  p T 4@  @  @ ?   @@ {G B T@` ~ !`  T@@ 7  @ l @@  L T@ r T 4@` @" ! @ ?  @@  @ T@` ~  ` T@@ 7  @ m 
@ A`@P  *@ @@ @ T@ @ 7 T@~  a T
@@'Q  *  @ `4 Tp~  av T
@@ HA?@ qA T `v TdA R d B 2d v 
@@z @KA@ qb T@@   [    " =~@  BAG = #  @A   " R @> G 
@ \@\v @?   T @  . T@.~  a- T
@\@< @  R @r?  k!` T `- Tn a- T@ R#@@   2# nM@ 
@@ @ R@r_ k` T@ RB 2 ^=` 
@@#7  F! !F@BH@ @ ? ց @@ !f T@e  @
@  1@  T  @@  1@  T@ @ 7    ] N$  !@ 7! ! !j @@  7  @ X @ 7   X `@ R`6.  7`@62/@ 6+
@  S0     #
@P 
@ZVMRR **# @ c # SH   `@ 7  ` @    @ 7        @ 7     @ 7  р `  5cOkPsQ  pG_@ @B  ҡ T{LSM[N#_
@$ _ 
 T  lG # Хc  @B ! B@!$ k!R# @ c #R H @ 7  Ѡ  cOkPsQ ҿ@  1@  T  G ;RR6=RR
 T  TG_   !c   @c! !;6>RR DRRsb@?a(   @a@G    T   j T%#sB[ |}a!_! @"@H   р { ǟ ן?  jTg H W@ [@ I UcOkPsQZ  TG! B !   @ F@ {GH @_ ;@7 @E2 @~  aT 
@@@ i @  R @r?  k!2 TE # Х#c 4A @ !" #$Rb0RV !RH@6NR RA@6PR;RVSRRJ l `@ 7  `  _ A@ 3p@`? @ l `?@ q `?A NF @7@ @`7  @   @57  р  N
@@9 @ @@@   1T@  S @ # Хc 4! R! 4RU R6URR 
@ C T@@@@  1T@ !   !E"@G z
@   F!   i 
@!  !F ,@@BH@bi @ ? @zi @@@ ] TV@\ @[@  1@  T `@  1@  T` @@ 7  @  Z  ~" @ @ 7!  ! <i `@ 7  ` @V `@@ h T i" @ @ 7  р  U ` @j  7  `  T   @ 7   T aR{R+  cW    W7@#/@ C3@ D @'7 F! !F@BH@& @ ? & @@@ a T\@< @Y@  1@  T  @  1@  T  @@ 7  @    @ !G  T^@ 5!  @ 7! с a Bl @@ 7  @   @ @ 7  @    @@D+@"+  @| @!@ @6:@(7 @    `z` 5@@? (@8 @ 7  р `   @ @&  
@  @@@   1T@   Хc!   !" #R#R T @VdRR@@+  7  @ J @  Хc!   !" #dR/RT aR
@  T@@@  1T@ m{9x;  Хc!   !" #dRBRlT aRh@ 7  р `  `R @@j#@   @ 7!   1 '@#    @ 7!   1 +@'    @ 7!   A0 + [Rv%@  \G! !  @k@6VRRt&   F`D 
@@  HA?@ qaT%  Х"c! $R! 4BR  T !RGpRR+   ;     b@z7B b BzօR    F   `> 
@! !F ,@  @ >  @@ 5 T[@5 `@D@  1@  T`  @  1@  T  @@ 7  @  0     @ @:  @ 7  р  , `@@  ; T   @  @@ 7    * ` @7  7  `   .  h `@ 7  ` `- 6xR;R+ P       @bp7B т p}fRR+ ; O@ smR{R+ 2mR{R+ -@vhRR+ '  Хc!  !`< RRjS 
@VRR+ {RR+ %f@6gRRրR[R; }RېR+ %  Х@c!   !" #R"$RBS @R[R @@f@hRR  Хc! R! 4R  +S RZ@iRR+ @D #%@!@R @6RR  \G! !  @C@ 6DRR { @FRR q6GRR lVHRR gvIRR b  Хc!   !" #R"#R R @7  Хc!   !" #R/RR RL  Хc!   !" #RBRR ROrx~ @K @UX @-X $ @ .JRR  @RR @ @ 7  @  @ Y  B   BR @ 7       @ 7    `  қRl@ @k7  @  `ksX o@ j@ қR3 `@\@]R{R+  R@} @V]R{Ra @+  7! a    @@`6=:7 $  @ a_R{Rz@@@{@  1@  T@ `@  1@  T` ` @ 7  `   
 o B@  7B B b  aR{R ҽoRR+ msR;R+ sR;RuR;RwR;R ҥ{RR+ {@`@z@  1@  T` @@  1@  T@ ` @ 7  `    .    PG  @4;AR<cks   lG" c@B   @! cR!RY+ d BRRRK W _$" B@ C@  qX T?#c Q{@   cC ~ 
 @{¨#_@  ?# cpG{CS[d @g  қ r      c_s
@b
  еGW	8GW
c 6f  !l T@  k      !F  A/  @m `@
   1@  T` `@  1@  T`  @  1@  T   @  1@  T  e
@@@  ? @n @ BhG  cG ? $C T@_ !n T@@?  Ar TgB@  1@  T @@  1@  T@  @  1@  T  @ 7  р `W `@ 7  `  U  @ 7    @U  @ 7  р  `S   m  @!G7  @@7 !G~7Ay7
At@7 @!Gn n7
@@0@ @ 7!   S \0 ` 3 m   F@ @  1@  T@  @ "  bF@ @  1@  T@   " F@ @  1@  T@  @" B R{ s1  `l @ 7  р @L 
@@$@ @ 7!   K aFV$  m7 q: T     %$E [A]  `r   @  1@  T 
@@(@ @ 7!   G   V(  G\"  u 
@@,@ @ 7!   a  z
@  \,   F!F@BH@u @ ? u @ !G  a^ T@;^ `@@  1@  T`  @  1@  T  @ 7  р a  @ !G `  T`A 4@ @ A6<@p(7 @    ` m 5@? @k `@ 7  `  V @ 7  р @[ @ @ 7  @  @[ 
@ /@ @   H 
@  <@r ;$@  xGc@d@ T`@  1@  T`    `@ 7  ` [ @	 T@@  g T@ @ T 4@ @B  @ ?   `@ МG X T@` ~ !` T`@ 7  `   @@ e T@ @ T 4@  @ ! @ ? [ `@ Z Tf@` ~  ` T`@ 7  `   
@ A`@H  *  @@  T@  GA@?   M T@H~  a T
@@H  *v@ @  T@  GA@?   I T@2~  a@ T
@@I  *` 
@@U JA@ qA| T@ I  S      B   =R @!G  <AB   R@ ( @r  #  lS)     7   G 
@ @\ E  * 1` T
@ @ @ R@r_ kaW T Q?8 q T @ R @u  B  2  9 !@  G?   @ T~  a`u T
@@u @  R @r?  ku T B aQ T B a{ T@ R"@@   2"  
@@ @ R@r_ kv T @HR @r Rd( B 2   
@@ @ R@r_ ka T  A RAC   
@@k     F!F@BH@ @ ? զ @@ ! T@  @
@  1@  T  @  1@  T @ 7  Ѡ     @ 7!  A @5  7  р ` @ 7  Ѡ +  R7  
@F $@  j7 qT  A`@  1@  T`    E  `  v @ 7  р   RXR      @ 7  р ` @#   *c  '?   `@ 7  ` `    @ 7       @ 7      @@ 7  @ @    @ 7     @ 7  р  : 5cPkQsR  pGg@ @B  ! T{MSN[O#_fd b @@6X [@ @6V T`@@`6EO
@KI
@  a@ 7! a   RR   7
@`W'   T@K kE  m T  | TT%C\ Ҙ}!_! @"@  { `  ǟ ן?  jTy K@ O@ S@ c@ J_@
@   lG # c"   @B@! $ !R#   c  '¬R.? `@ 7  `  cPsR p@  1    TaɇRجR ДG  +Y?BEH,ˇR  R  T  TG_   !c   @c ! L@̇RR   Հ@ 7  р   @ԇR  ҸR @@n Ҍ @M ҃cPsR  TG b !    @@L  6 Ro ڇRR   f@'܇R  دR @@ X@#T%@@އRدR K @
@ %   %c!   ! RR;M RR    1#h@< p@ v @ 7  р a @ <p@? @w ?@   ?@  ?a n= @7@@7   ~@a@-@R  xR Q  { !E"@K k`ɇRجR G >    \G !  @ `@7  ` _  RR 7`R ذR &
@8 @ @`@   1T`  { S@R R 
@ 	C T@@`@  1@T` %  %c 4!   ! $RRL   BpkQ  c!   ! dRRL aRC   F   q 
@ !F ,@@H@u  ? q @@ l T@l  @
@  1@  T  @ @  1@  T@  @ 7  Ѡ @a  n @  B	@5q @ @ 7  @  `] `@@ p T[  1	@ 7  Ѡ  [ `@8r  7  ` @]  
  @ 7    @ RR /  G    G;@c3@C# 7@  ; @!7    F!F@BH@b! @ ?   @@  T@{ `@@  1@  T` @  1@  T @ 7  р @
 @ !G  TM 5  a@ 7! a u u @ 7  р ` @ @ 7  @  ` A @ D/@/ :
@ @`6<@`(7@    `o` 5@? @b: `@ 7  ` `   @ @    c!   ! RRK 8
@` @`@   1`tT` b] 
@@; @  R @r?  k  T  c!   ! dRRK aRV`RرR `@/ 7  ` x9R= r@  c!   ! dR1ReK aRI
@  T@`@  1@pT` %  @&c 4!   ! $R"ROK    C`@ 7  ` `  E !R  A@N'@   @ 7!   5 +@'    @ 7!   A4 /@+    @ 7!   3 / Rܰ ~ G@R    c!   ! dR8R
K aR   2   } @C`7c у _   F"   G 
@ !F ,@  `F  @@ a= T@8=  @
@  1@  T  @ @  1@  T@  @ 7  Ѡ `:   @  @C @ @ 7  @  7 `@@ D T  @ 7  Ѡ 5 `@@  7  ` `6  p}  @ 7      RxR / g   
   @" @W7B "  "W T@]`RR / FRIc RR / < R R8R / 4p 5@VR ոR / &R7  %  @%c 4!   ! $RRRJ !R`RسR / @RXR / A%$ !C@s} `6kQᭇRD Ѕ  Bc  !`< RR ?֘
@ &MF@@R8R ԇRR  {@ՇRR  rևRR  mׇRR  hSR8R /    \G !  @)`@@6 هRR  O @ C@RXR d@ R8R / RxR / RR /   c!   ! RRI Ro@R  R z   c!   ! RRI R} Ѓ c!   ! RRI 3 RR  Ѓ c!   ! R1RI Rt^dR Ѓ c!   ! R8R}I Rsy&vχRR R XR  f@b  @ 7    	   @   TG  У !c   @c ! @!҇RR        @ 7!      @ 7! ѡ  P@ @@P7  @  O'| $@ @   5 ҷU ҵ @S	A R @*L   '`RR a@/  7! a A @7! ѡ A Y RR a@a  @x@  1@  T    @  1@  T  `@ 7  ` 	   @ h RR   R`RxR  RxR  RxR  @R\  PG  @j@4@Lx@ @d@  1@  T   @  1@  T  `@ 7  `    @ cks  R R[Y y@!чRR   0  lG" c@B   @ !رR R /  X@ EN  Q@U !R   _$ B@ C A  qX T?#c Q{@@  cC ~ 
 @{¨#_@  ?# cpG{S[d @_  ?  k  c A
@b
 A G7DG	
u~ _  T@  s    A+ !F ` `@
   1@  T` @@  1@  T@ @  1@  T  @  1@  T  a@ "H@ A @ ?  @ !G  Z T@cZ ` @@  1@  T`  @  1@  T @ 7  р )    @ *  ҇ e B ! ҃ @` @  1@  T`  @@@  1# @  T@ @  1: @  T  @  17 @  T  @@ @8   1@  T@  @@@@ ~    ` *@  5 `? @  @ 7  р  O @ 7  р N @ !hG  BG  B T@_ { T@@  ToB @  1@  T @  @  1@  T   `@  1@  T` @ 7  р  h @@ 7  @ f @ 7   e  @ 7    e    @!G@7 !G77@A`7
A7@@7 @!G 7
@@0@ @ 7!   " \0   |     F  @  1@  T   @@ A  p    |F  @  1@  T   b@  A  F  @  1@  T   @A B R s t  @ @ 7  р   ` @ 7  `    
@@$@ @ 7!    9 W$  E %#[  %'Aw     @  1@  T 
@@(@ @ 7!   a  
@  \(  G    
@@,@ @7!      @
@ C,  F!F@BH@ @ ?  `@@ !j Tz@i @@y@  1@  T@  @  1@  T  ` @ 7  `  t  @ !G `  T  4!@ @68@@(7 @    `!`~ 5@ ?  @@ 7  @ @c    x@   @ R Ҵ @ 7  р *  XR   ` @ 7  `  	    @ 7  р  	   @ 7   ( **   c * 7   @ 7  р    @ 7  р `$ @    @ 7        `@ 7  `  # @ 7  Ѡ ` z 5cOkPsQ  pG_@ @B  ҁ T{LSM[N#_ @

@
@ @  A@ 7! A Q 8 ` @ 7  `  @]  @ 7    @\ 
@ /@ @   x> 
@  9@yz :$@  xG_A@$@ T@@  1@  T@  ` @@  7  @ Z ` T@@ Z T@  j T 4@ N @M  @ ? Z @@ ֚G V T;@` ~ !` T@@ 7  @  d @@  ^ T@  n T 4@` @" ! @ ?  @@ S T@` ~  ` T@@ 7  @ j 
@ A`@\>  *eD !R@R+  c}    }7@#/@ C3@ 5 @ 7F !F@BH@~ @ ? C~ `@@ !\ Tw@[ @z@  1@  T @@  1@  T@ ` @ 7  `   W @@ !G A TA 5  @ 7!  A?  ` @ 7  `  `R @ 7    Q @@3D+@H + n  @XR  
  `  g E "  >
@6@ JA@ q!Z T
@   +I     !C" R@  @?    = "=a RcGA C  <<  #   C `   P9  G 
@8 @o @%;  * 1`z T
@ @ @2_ kK Tz? q( T q  T@! @!  @ R @v  B  2  
v y a@  G?  5 T6@` ~ !`@K T
@@ @2?  kP T  C!`Ly T  g!`J T   g!`dG T@ R"@H   2" o
Nu 
@6@@x >@  m T@:@ @2?  k^ T  q*D@ T q` T@ @   @`@x` a= T  ?  kLT @ R @   20   G
&| 
@@!@~ F !F@BH@ @ ?  `@@ am Tw@7m @x@  1@  T  @  1@  T  ` @ 7  `   k 8  @ 7!     @ 7    f @ 7   e @ R@6  _ ! T@G '  -- T l T %B# s\ қ}Ӂ!_! @"@  c `  ǟ ן?  jTW{ H W@ [@ I   !E"@G  
@   lG  c"   @B@ $ !qaΉR   c *BR5 `@ 7  ` @ cOkP Җ@   1  RXR@" T G    Ik  RXR   u @` yR  (, T  TG_   !c   @c !+RXR  @ 7  р  	     qAY T@" @s !@a  @`(  #4@R"/RfC Rbp ]cOkP3 /  @d  TG b !   @J  s >   @7!  A:7 2@A@ @`66@8(7@@    `@/ 5@? lU @ 7   `  @   \G !  @?@q yRRW @ @h@UH@N[A@g RR@(RRh
@@ @@@  1 T@ .RR\ 9RR*  d @ 7  р `P a@ <p@? @ c  ? @@d ?@ d ?a 3 @ t7` @k7  `   kV
@ & T@@@@  1T@ s GwYRxRl@@ 7  @ G RR  G9RRD    *c 4   !@  $Rb:RtB !R G  @<
@@@@@  1T@  Ѕ @  c@dRb-RYB aRsQ   #4@@ $R(4RJB `` 
@@6D @2?  ka T  @(  #4@$RB4R 4B @ g -@
@ I T@@@  1`T@   @@  ХcRB&RB H  Хc   !@  dR"3RB aR   F3  N 
@ !F ,@  `O  @@ G T@G   @@  1@  T   @ @  1@  T@   @ 7    `D   @  @VM @ @ 7  @   @ @@@ M T  @ 7   = @@O  7  @ ?  ҂t  @ 7    ? RXR+ DYRxR@@+ 7  @ `8@ 7   `  <R@ @#@@   @ 7!   3 '@#    @ 7!   a3 +@'    @ 7!   2 xR+   c   !@  dR9RyA aR  ҡ     !@a{7! ! {h =9;R" 
#  \G !  @@@6R  Fy  ? 
@ !F ,@J   ?  @@ 6 T@6   @@  1@  T   @ @  1@  T@   @ 7    3  , @   @v< @ @ 7  @  `0 @@@  < T  @ 7   . @@8:  7  @ .  s  @ 7      9+R@xR+ y-R@R+ x@y RR+ r-R   @.R@R+ `e@9RR  (c 4   !@  $R3R@ !R9  G !/RR  @@+ A {@ e@ RR  @@(  #4@$R-R@ !R  @@ Ѓ  (cR&R@    Bc  !`< RR ?ָ
@  G  R!@1RR  @ @+ @3RR+ 9  \G !  @@6@4R8R+   )c 4   !@  $R9RV@ !RRRR  J@zRR RR   @  c@RB-R5@ RRR ү9 RR ҫ@96RxRy   c   !@  R3R@ RsQ @#@%!@Es  6ảR?  @@  cR%R? 0@7RxRK @_ @c @g  c   !@  R8R? R    @@  #4@R.R? R @YRR ;   RXR /  ` @ 7  `    o@ / @YR 16 |V  @`RXR+ _   ZYRXR+ A@!A7! A @wRXRA @+ A7! A  kX@x @Y@  1@  T   @  1@  T  @@ 7  @ @   RXR+ &RJ&R@xR+ .Rk@(RxR*RX@ @Y@  1@  T   @  1@  T  @@ 7  @ `     PG  @4/ycks i@YR  lG #@B   @ R!xR+ RRO<RYD  XR   R   ?#{  @  {# {#  R_ ?#{  @  {# {#  R_ ?#{ S  @   ?ր 5`@  ? 5`@  ?@ 5`*@  SA@{è# SA@{è#_?#{ S  ` 5b@" SA@{è# SA@{è#_  _$բ BG@ A @! 1@  TA    a @ 7! a  a    R_?#{ w{#  R_  _$բ BG@ A @! 1@  TA    a @ 7! a  a    R_?#{ [{#  R_  ?#{ S  ДG @t @! 1@  T    @ 7!    `@t @! 1@  T    @ 7!   A `@t @! 1@  T    @ 7!    `*@   @*  7!     SA  R{¨#_SA  R{¨#_?#{ T@7@ @ ?   BG A @! 1@  TA  {#_֣ cG  !Fc@` ? ?#{ S @ @ B8@B@@ ? a@ 7! a   SA{¨#_SA{¨#_  ?#{ {#  ?#{  S  E@"H@" @ ? 3 SA{¨#_u 3  G  !@  @PSA{¨#_  ?#{ @! @   ?   @{¨#_R!R    c@  ,. @{¨#_  ?#{  @ @! 1@  T  {#_ ?#{  l W   @{¨#_"IRR    c@ ,. @{¨#_?#{  0@    @{¨#_֢IRR    c@ @-. @{¨#_  ?#{  @ @! 1@  T  {#_ ?#ѡ !pG{ @  # @  AT@ 7C  # `@` 7  ` a2@ `@  ?`@%`@` 7  ` @@B`*@   @*  7!   A `.@   @.  7!      pG@ @B   Ta@{B@!@# `j@4`n@  5`@8aC R`@c2@B@"a p6ɾ5~`4  pG@ @B    T{B@#_$?#{ S@ BH@  !4@" @ ? 3 7`@ 7  `   SA  R@{è#_`@ 7  ` ` aR    c@  ."R- @  SA{è#_^ !R  G B@!.  @4   ?#{ S     @SA{è#_֠  G  @=4SA@{è#L?#{ @"T@   7`
@   @
  7!   ! a@@{¨#!@ Ua@@{¨#!@ !@.@54@{¨#_ ?#ѡ !pG{ @  # @  AT@ 7aC  # `@` 7  ` a@  G?  	 T`*@ 	 T`@   @p@  q T|@    !   Tbxa aT Qp ? k  T|@bxeb!`x%`@` 7  ` @@)`@   @  7!    `@   @  7!    `@   @  7!   A   pG@ @B   Ta@{B@!@# `"+1 @* !7!   ;˾ɾǾA@A 5\4  pG@ @B    T{B@#_ ?#{ Sc 2 " @[B 1@  T"  j@  5n@b   k ZG  T@_ ! TA@+ B 1@  T @B 1@  T b@ 7B b B @ 7B  B  {G ֦G qVZ T
@ 4@@ ? !  ?  q VZ T@ 8@A 4`! @"! @ ? " 
@c@` ? % `@ 7  ` ` @ 7  р ` @ R+@ 7!  !    !@ 7! !  kD@ 7  Ѡ ` [B*SAcC{Ǩ#_@` ?   @ 7!   A  #@	7+@ !  AW * 6 5RR    c@ `/M, +@ @a6[B*SAcC{Ǩ#_@6xu @ @ ?   T
@c@` ? Rb@ 7B b  5R * 6B5RRkD+@  3|GhB`@@@4    `_@ 5 ? s  |m `@ 7  `  4R!R  4RaR    c@ `/ + o  lG   !`3 4R  @TRԽa@ 7! a  **    c@ `/+  Nl T  TG_ a  !c   @c  !#  4RtR  TG  B !   @po lo@5RXgd5RRO"5RARL*  m*      \G  !  @4RRb5RR65R!R3 0@" e@_ T@ d@  - Tc`   ax`  _ @T  aT  lG C@!  @@ͻaRG+@TRu5R  @   G!.B@   @  \G !   @?aR) @_  T  G_  T  ?#ѡ !pG{S#  " @o  `    G  T`9` 4`@  1@  T` `@ 7  `    pGo@ @B  ! T{NSO#_ʼ  sBRR    0+   ER 0AsR *  @b e@_ T@ d@  M Tc`    ax`_ `T    aT  lG C@!  @@A`@ 7  ` @     c@ 0ERsR *   \G !   @  @_  `T  G_  Tɻ    c@ 0ERtR ұ* ?#{ S   [ȼ@ u>@ vn" T@  
@@" ?   T`@  1@  T` @x!
 `@ ` 7a  " (TW @ @ 7  р  >  ;@R 7  р @   *    c@  1FRk* [BSA{è#_޻ 4@ 7  р  5R`@7  `  5R5R@ 7  р `  RR?#{ S  @@[   W  uB@vn" T@  
@@" ?  j T`@  1@  T` @x!
 `@ ` 7a  " (T @ @ 7  р  ͻ  ʻ@ 7  р @ 5RGR *    c@ 1) [BSA{è#_n@4@uR 7  р @ `@7  ` 5R  3ElB`@@@    `,@ 5 ? ٺ  Ik `@ 7  `   GRRGRuR|@7  р `  ՔRՔRq D GRR.  \G  !  @GRՔR  ?#{ S  D@   Ұ @ [vnuF@" T@r   
@@" ?   T`@  1@  T` @x!
 `@ ` 7a a " (T>   @ 7  р  [BSA{Ĩ#_`n    pB @3 7  р @ᢐR@ 7  р  [BHR     c@ 2>) SA{Ĩ#_4`@ 7  ` `  !R!R? ?@HR!R[BbHRថR 7  р   bHR!RRк  ?#{  @S !FBH@  @ ?  2@ @   `@u  7  `  @ 7  р   SA@{è#_SA@{è#_R"JR     c@ `3( SA@{è#_L `@ 7  `  ỐR 7  `  @ 7  р `  !Rv!RroỐR?#{ c   GS@ A T [F?@@# o  1 T ?I T@ } @   @ 7      	 @ 7! ѡ  " b T@d  AȐRKR     c@  4n( @ 7  Ѡ `   @ 7     [B#@SAcC{Ũ#_ ?HT  @ 7!    @   1@  T ` ` ɐR"KR@  1T SAcC{Ũ#_[BSAcC#@{Ũ#_ր@ 1 @@T  ع  ?#ѡ !pG{ @S # @  AT@ 7C  # M`@` 7  ` aV@t  G?  $@@ T! @  @  q T  u   q@ TV `@` 7  ` @@͸`@   @  7!      pG@ @B  a T{BSC#N`V@ @V 7!   !A@Ac 54  pG@ @B  a T{BSC#_! @  iR h ?#{ S  G `@t @! 1@  T    @ 7!    `V@u  T@ T @  @  q- T  }u   q@ TV SA  R@{è#_>`V@ @V 7!   !4! @  SR h  ?#{ @[v@@ S    `  5? d  [BSA{è#_ط  [BSA{è#_[B{è#ܸ  \G   !  @1?#{ @BH@  {# {#կ  ?#{    T    lG?  q{#    @!#   a !  !t   ?#Ѥ pG{ S[T@ @  a7@ @ ? 3  Gc  C@ A`R` 1 T ` 1t @ Tc 1t    
@  *  
  T   T  T  c d Ҁ  lG   B@  @  !1!'R    c@ @=B+R& `@ 7  `  cE 7  @ A @"T@"6
 * a T 1  T@
  BG !G  q AT! T@! 1@  T `@ @ 7!   
  v a@w  0@?  ` T! T7`@a !  ` cE  `" u R   pG@ @B  ҡ" T{BSC[D#_*a" 1  T`*@ @t*   1T 6 `:@ R @9?<qT @9  qtR{3@  D c R   T  G  !  @Eض  L * 1Tж`A&Rz cG  !Fc@` ? B3 
  Tl T7  T@  C!A"@ŷ  9 ? ,
 T@3@ht :!0@! !@@   ?  @ G?  T T@@6c * a T@ 7  Ѡ ŷR 	 T<@ =Զ  T  @! g 63@a$R" ҪcEao l`  lG  !  @ѷ    c@ @=+Ra0R% CA"@k5  <= C 9 !A"@X 
@3@3@  d c &R 0@ @@   ?   @?  T* @ *7!  A[   T  G  !  @@ 7  Ѡ K: R  $  @c B W3@!#R  lG  !  @l  !
`*  @@^c3 z  !
S*   ?#{ U  BG  !C A @! 1@  TA  T {#_?#{ S   Gc@  d@` T*a @  @  q T  3s   q  T SA{¨#_4 4`@@ @ 7!   SA{¨#! @   wf M *a@    @  7       *SA{¨#ն?#{  S  E@ @   @  1@  T` SA{¨#_ֆ@  E@"H@ @ ? 3  G  !@  @Qk ?#{ S @ [  @  1@  T @v   1@  T @u   1@  T @@@U    `  5 ? ͵ a@ 7! a  @ 7! с   SA[B{è#_nSA[B{è#_f,    SA[B{è#_ .   \G   !  @?#{ S    W  @  1@  T @t @@T    `δ 5 ? { a@ 7! a   @SA{è#_!@SA{è#_    SA@{è#_    \G   !  @7 ?#{ S  @ !G `  T=  4a
@ @6 5@ (7s@   ` 5? 0 @SA{è#_SA{è#Ռ `     \G   !  @?#ф pG{S[T@ @/  !77@ @ ?   Gk
  Cc	@s A`
 t*   1  T! 1t.     A
@5   T   T ` T  lG  @
 l' T  cd    B@  !+a RbR    c@ =# `@ 7  ` P cIkJsK Ҁ  pG/@ @B   T{FSG[H#_@+ @' ՂA@# @ G? !; T  @< T+@D   BG !G _ q AT!! T' @ cG  *+ 9 4: T@  1@  T  ; T
@ ; T`2 w&  J 4 M T@T@6 !G C 
/ _ jz T@  1@  T `.@ @ 7!    v. `N T `2a  |Әa2``N @  1@  T 
@b     L T3 ?   T`@x;{ 
@ m% T@x{@@  1@  T@ @@  T* ? ` T@@ 7  @  @t. <  R' g  ՠ @@ 7  @  0  `@  P @  R @ ٴ `R 9C  AƲ Q @ 7  р G   !GE@ `  T+ 4
@ @+67@ N(7@   `=@+ 5? S `@ 7  ` D  Vd @ 7  р C WRt)R Ҡ@@7    Ѡ     @@ 7  @    `@ 7  ` @    @ 7     **    c@ =" @7   @g @  @7 х  % Z@l   c S;PMJ@R$R  @6'  1TRRH@ CAB @ ? [A a@  G?  < Ta@;   @z@  1@  T   @@  1@  T@ `@ 7  ` @$ "C BAp @" @ 7B "  "$ @@;?  7  @ `7 @ 7   `6 `@ cG  !Fc@` ? D < T T : T
 9 T@    !$G"@ @Q !C!A"@  O  !C!A"@# A    TCo@ 7  Ѡ  5C@A.`   qK9 T  T @@ @  1@  T@  `*@ @ 7!   A7 b* b2@  eCC|}_  q; Th h`   !| aT#Ca '@B R`j aA  7  BG !G  q ATa* T @ 7    , '@un # 5@ 7   J cIkJsK `  @7!  !x> 0    lG  c@B`>  @  Є@!>  lG    B?!?  @  lG  WR!` TR  @WRRQ @`C7WR(R  һ@A_   q1 T2 T 
@@ @  1@  T@  `*@ @ 7!   a' b* b2@dCB Q@|@B+7ax x`  !|6}   T & T@+ @# <@' =/  a T MT!C!A"@   +  T !  !@ @7c 6RbRw @cIkJsKy! ! B"@` '  9CE7A@@@    `o  5 ?    Ҍb @ 7  р  RRP 9CE7A@@@u    `R 5 ?   ob @ 7  Ѡ 7RR7RR/  lG  R! R  @ϲ& 9C@7A@@@u    `( 5 ? ձU!  Eb @ 7  Ѡ R R@|R Rwtqx@`  4ךX @B _  T@E)! 1 !Zc/  !T/@ 4 QLND!C!AH 7WR&R * 1aT wRT=R ґ4'R@WR  6t'RWRt(R)RTR <=6 B@ 0 4 җRRI<@# =! 5ΰ`  \G  !  @3@ER.R
@RbRn  lG   c   @]  lG  @VwR4=Rp Ҹ  R4Rg ү 7R4R^(   \G  !  @b  R  D  @ RbR9  \G  !  @7RT3R= ҅ R R4A 
 T@ !G@CT@ dDA	 T    E 
 @ 7  Ѡ @  Ka  @ 7    R9R R9RF`  \G  !  @9C   @!'AD   ,a @ 7  р   7RBRb  R  $  @ qARbR
@VS@L  !lG  @B<  @RR  !c	k
sR8RR8R7RTBR3cIkJsK WR(R  ?#{  !GS  @ `  Tf 4a
@ @ 64@(7s@   ` 5 ? Z SA{è#_ d@C_ T@ e@   Tc`         Tax`  _ aT d@ @@ F4    `@ 5 ? . @    @_  @T  G_  T   \G   !  @@ ҸSA @{è#Ք  \G   !  @@?#{ S @ @ @@ B@ "* #|@B@ ?  q TxdEx$  T@hB  @bB xdy$ F  xdEx$ ? kTDt   Rl  * 4SA  R@{è#_@$ qDT@|@B@ @x$xd  |6@  1`T   TG  !
  @~   SA{è#_   ?#{  $@ @! 1@  T  {#_ ?#{  4@ !G    @! 1@  T  {#_ ?#{  ,@ @! 1@  T  {#_ _$Ձ !G?#{   @  1@  T   {#Հ  G_ ?#{  0@ !G    @! 1@  T  {#_ ?#{  $@ @! 1@  T  {#_ ?#{ S  4@[  ?֠ 5`@  ?  5`@  ?` 5`"@  ? 5`&@  ?  5`*@  ?ր 5`.@  ? 5`2@  ?@ 5`:@  ?֠ 5`N@  ?  5`R@  ?` 5 w>@ b@_  qm T zv  ?ր 5b@ _ kT@  RSA[B{Ĩ#_@?#{  # qd T#*@? kk T 4 R   T ? kJ T` K  @ kT *? kT_ k Ԁ{#_֤@  R_ k Ԁ?#{   q  T$@   5{#_ւ BBH`8`  "@ ֟$@  4$@  @1$@  0$@  `0$?  q@ A  3!@3  $?  q@ A  2!@2  $?  q@ A   3!2  $@  /$@  3$@  1$@  `4$@   4$@  `1$@   1$@  0$@   0$@  4$@  1$@  /$@  / ?#{ {# @ ?#{  #HA  q T# @  * @ k  T!@? k* T@  /{¨#_ց E `@&B    c 4! 7R;R ?@ {¨#  g_"@ @ ?  ` T@{¨#_@  K@``{¨#_ր E c Bc  R! 7;R   ? E `@5&B    c 4! 7$Rb=R ? E `@&Bc   c! 7$Rb>R ?@?#{      R @ra.@?  k T`@@a  ` T	 T E `"@ 7&B  A c 4!5$RB]R  ?@ ` T@&  n a T T E `"@ 7&B  A c 4!5$RB]R ?`@@ t@{è#_ց E `"@&Bc A c!5R[R ?@   g{è#_b@BAm!8b `@(`  ?@``@@ Nm{è#0 b!b a La_`@@ p@{è#_ր E c BcA @ !5 6Rb[R ? E `"@6&Bc A c!5R\R ?@  ?#{    @ @  ?`@@)! b ` x_ k- T! b"|@@ 8aaxb0 `j  T @xb`@@ @{¨#   _ @b@ a@A@{¨#  _?#{    @ @  ?`@@ @ @B ba@`   x"bA  b!|@0 ` T`@@ @{¨#@  _! `xa aT`@@ @{¨#@  _  ?#{  /    @S ҥ@@ @@~} qM TAha (a`h!Aha8 `$ T!  ? T`42@_  ? q@	 T@  bB`  q T /d    R R `bA !|@ aD Tk T ՠ@s !(bh& @ k,TSA  R@{è#_! xa aTkT E Р"@7&B    c 4!'DRBdR ?֥@@;   DR"@`R&BE c @7c  !' ?SA@R@{è#_֦@$  R  @ q Tx$ @ k T b b`bA *!|@!c b a TkT E Р"@7&B    c 4!'DRbR ?֥@@ k*T@ Q`~@ Tx   @?  kT`xa!  b adT ?#{ @    @R  ra.@?  ka T`@@  ` @` T T E `"@ 7&B  A c 4!7$R"^R ?!` T@  @{¨#_ n!`d T T E `"@ 7&B  A c 4!7$R"^R ?`@@@ @{¨#_`@@@ @{¨#_ց E `"@&Bc A c!7R\R ?@  b@A Bm 8a h (`  ?b@@AR)@?  k  k{¨# Ђ_ր E c BcA @ !7 8RB\R ?   E `"@6&Bc A c!7Rb]R ?@  _$Ղ BG?  (@!" @B 1@  T"  (   a @ 7! a  a    R_?#{ {#  R_?#{ T@    ?  @A @bN ! 1@  TA  @A @bR ! 1@  TA   @ 7!     @  R{¨#_~@  {¨#_?#{ SL@S `@  1@  T` SA{¨#_T@   7N@ sG  ?#{ SP@S `@  1@  T` SA{¨#_T@   7R@ sG?#{  BTG @@ A9F @ @c ` @ @" @  Ta _{#$ @A @!9 @˪{#D 8A !8{#D B B4A !8?#{    (@   @! 1@  T  @{¨#_`
@ @  "`* ` !G  @  1@  T     G ?#{     @   @! 1@  T  @{¨#_`
@  @Ӫ`" ?#{  "@BT@6" @ @B 1@  T"      a @ 7! a    {#  R_ë  lGA !:  @{#  _?#{  "@BT@6" @$@B 1@  T"  $   a @ 7! a    {#  R_  lGA !@;  @̫{#  _?#{  "@BT@6" @@B 1@  T"     a @ 7! a      R{#_{  lGA ! <  @    lGA !<  @   ?#{   BG?   T"@BT@6" @B 1@  T"  L@L   A @ 7! A     R{#_ց !GI  lGA !=  @v  ?#{   BG?   T"@BT@6" @B 1@  T"  P@P   A @ 7! A     R{#_ց !G   lGA !@>  @M    _$Ղ BG?#{?   $B T"@BT@6" @B 1@  T"  X@X   A @ 7! A      R{#_   lGA ! ?  @"  ?#{    @   @! 1@  T  @{¨#_|` ?#{    X@   @! 1@  T  @{¨#_i``Z  ?#{ S  4@    @6  7!   a `@   @  7!    `@   @  7!    `"@   @"  7!   ! `&@   @&  7!   a `*@   @*  7!    `.@   @.  7!   
 `2@   @2  7!   !
 `:@   @:  7!   a	 `N@   @N  7!    `R@   @R  7!    `Z@   @Z  7!   ! u>@5 c@  qm T     k Tzt @" !7  M c@ kTu>@J> SA  R@{è#_><:86420.,*(  ?#{   O`@`  U@{¨#<?#{   {#   @  1@  T@  {#_?#{  {#A  ?A$@z ?#{ S  @@  @ q  T T q` T q TSA@{Ĩ# ֟  q T #@  T!@SA@{Ĩ# ր  \GA !  @SA  @{Ĩ#_c #@ Cb
@A Ѐ  lG!  B @  @[ ʨ@@   Ĩ@ b
@A Ѐ  lG!B @  @F @@b
@A Ѐ  lG! B @  @7 ?#{  S H@[! ?   T[BSA{è#@
@! H     u@  7!    [BSA{è#__@ 7   @   lGA b&@!`  @ N?#{ {#  @ ?#{  BG    @  TȨ@` ~ !` T  Rh @@{¨#_(@ ~ !`T@  R@{¨#_A9) 4?#{ S  @k @@@
 _qRX@DCz$ Tf@? qe9# R A' T) 4[!: c+ ?  q  T @   Z  T  ` 9cB@_Dq T_ q	 TA Q  $ҵ
R     T
R_ k  T	R_ k T w v rR `A9@ q[z T? q) T$Հ  TGA !`   @r`A9 q  T!@ sA9? ` Tq T[B  cC+@  [: cB@c+ _DqT@Q  D q T! $D ! ?  T?  TA Q	R qT`  TGA !` R  @C`@bA9cB@ @A Q? qHTJa8`  !  ֟$!@8  sA9? T k  Tq T q`  T"q!T`A
@@c _  TB A c@_ !c c "b  T@b    "pA9_LqA T"@@D @
@ @ d !  `@bA9cB@ @A Q$Ґ$՘ ҍ$X Ҋ$  q $`  TGA !    @z`A9 q!T`A9Md  a@"B   !  ! a `@`A9Ad ` i$  qҀ c _ @ `   T`@Zaxd  !  ֟$S$8 P$X M$  qG$  qҁ A$  q;!@!`@
@@ @c c@B !@s c9  R[BcC+@B SAkD{ƨ#_eA9 R$՘ A Q5	R`  TGA !`  @[B  cC+@  R_փ  4A QuRA QU
R`  TGA !   @k  [B  cC+@`  TG*A !  @]    ?#{ {#   ?#{ [    HA@ qA T 1Sck+ B   1ݥz@@  * ~@z   *  @~ @  * @   *  @ @  * @   *  @ @  ) ؂   zs#{s{3[ t|}	 @{3Xs  !T@ ɧ    GӪ @ @  ?SAcCkD+@ [B{ƨ#_SA[BcCkD+@{ƨ#_ց  Ҡ@E &B    c 4! 4RbR ?[B{ƨ#_ց E C Х&Bc  R! 4BR  ?E C Хc  !dRBR  $   R|?#{ S 
   HA qA T 1[ 
 1CaN@  )  `R@N @  z) v@R v u
}   ݦu@ Q  @  Ϧ[B SA{è#_[BSA{è#_ց  `@E &B    c 4! 7RBR ?SA{è#_ց E C Х&Bc  R! 7"R  ?E C Хc  !dRBR  ҥ#   R  _$ ?#{ S  HA u@ qa T Հ@@  Ԧ" aTtz@4 @@  8) @@  5) Ǧt~@4 @@  .) @@  +) t@4 @@  $) @@  !) t@4 @@  ) @@  ) t@4 @@  ) @@  ) t@4 @@  ) @@  ) t@4 @@  ( @@  ( `@`  @  ?`@@  @SA{è#~@ `@E SA{è#  &Bc 4  R! 4"R __$  ?#{ S  HA q TtN@4  @5 @@  ( @@  ( U@5 @@  ( @@  ( KI@tR@4  @5 @@  ( @@  ( ;@5 @@  ( @@  ( 1/@`@@  +`@@  (SA{è##`@ SAE {è#ե&B    c 4! 7RR _ ?#{ k  @[@ @/  qM T /B5   @ `)`D T!  _ ATSc+ 7@@v
 ~~Q  ab  !h q T Gb@~@ B g @{a ` b x!J
 TF !  T@3{ k Tz Q RZK Z B}$5D  kT
 T nA T)  @# @Axed|@x%A8a@xd 8a b@x$ T џ@ T@3s ? T` T@ /n Ղ_A|@ xabx!@8`x!!(`T!`   g0 ` TSA  RcC+@[BkD/@{ƨ#_
@Ax!!  DR #@TR&BE C Х@7c  !@  ?[B@RkD/@{ƨ#_ց E  #@&B    c 4!@ DRb^R ? q T @ R Ҋ /Sc+ a E  #@&BC   c!@ RbYR ?ISA RcC+@E C Хc  !dRBR!   Ra?#{8 ` S 'm(@`	@` T n0 ` T Ҋ   @ @? q T? q` T? q` T E "@&BC   c!@RR ?   @ A`@  ?ր@Cm!8b a`& @ A` @  ?ր@Cm!8b a`" @i"m! *  'BmSA{è#_   g0 `$ T /a E   @ 	&BC   c!@DRbR  ?a E "@&BC   c!@DRbR  ?E C c  !dRBR!   R ?#{ @  @ ?{#Մb $R @E FB6RC   c! 4 ?{#   g_  ?#{ S  HA@ q Ta@A< /m kb@  g[p!`'m7m?mi:MmL T   g0!` T   g!`, T0!k= T l+	`	`k)``A`  ? RA`!A`
@` R4     g!` T!k
9 T  g R9h5 R`A`  ?a9hA`
@`"     g /0!`DTa R`@$R&BE   c 4  ! 4 ?SA R{ʨ#_`A`6 R*  ?
@`  ga9oo)o@ `9a RCehA` @` g  b ]h9`a@ A`  ?
@`q % T  /A`AA`/ A` 4 /@A`  g/   4a@u 4n9dA`  ?@`	`a@	9i A`  ?@`6+ 5p!mn) T 0!h T0!oJ T!o	 Ta@A`}R  ?@aA`  
lG A`O m @ )i`  C9iG@!j`cj~ (dB(c(`P r  T0 ml T#9m@ 9o$Cca` a)
 Ta` al Tk(ma@`A`  ?@a nI Tp!mMkiMi!fJ TA`A`O@K . K@` 4?@ f
 TA`C@  g. K@ & 5m Ք qaT[B'Cm/Dm7Em?Fm RSA{ʨ#_A`p!jJ  T)la@.9lA`  ? mjA`A`A`/A`@`
TA`0!k T  g6 R+)o R`A`  ?o)o!A`
@`MGm9l9b9a1
b!fa!:aBq!(aB8f8 `, T!@afaQ``0"fD  T&9m(raP fL  T9m8raP fD  TCa9mp!mD TA`mA`A`@`mA`x `@acm@`oA`B@aA`mA`A`@`mA`` E C BcA @ ! 
 
Rb,R ?[B'Cm/Dm7Em?Fm 4	n	)i A`  ?@``a@)dA`  ?P!k@` T A`	A`A`@`A`NA`A`A`(A`	@`p!nn) TA`@A`A`A`/A`nA`)@`@`U4mA`A`A`A`A`NA`)la@)l A`  ?!`
@`T  /AA`  g-  * 5@ 9hC"@`  gbA` h)`a@ A`  ?
@`A`  /q`TAA`-  4   g!`,T `TafA"R[B! *'Cm  R/Dm?Fmafm^ SA7Em{ʨ#_ A`  ?A`a@  ?!A` A`  g- @ 5 la@$	`	`(`A`  ?A` k	Ta E `@`	&BC   c! 4DR$R ? R`A` R5 R  ?a)kA`
@`9a]`A`6 R R  ?o)k!A`
@`9iS!kJ  T`A`A`C@  g~-   qGmK@``amA` A`  gr- A` 4A`m?#{ k `  pG!KA @  ? q TSc4_Q)  *[ 'm	@`*  @`km T~W~T!|  k  kL  T  Q  `  T3@  R6 R ks	  * ` T ߒq@! T!@skT @  46 R R
  * ` T !@ߒq  TskT*  ?  k T6 R	  * ` T ߒq  T @sK kTa E  @ &BC   c! 7$RR ?ֶ    0!`, T A /	m
 g@ @$CS ,(C  !i T@C  x!Sx!@@@@ k  T Q k Tbb!l k!(`3 xksks Kk@ TX  ҵ* i@`	 T@BA` A`!A`, `5@C  xa0!` T xu0!`TkSz T q5 RZ ҚR gs*eA`!A`, `7k SzZzTa E  @&BC   c! 7$RʀR ?/ImS@M  0!`!gA R!  *4c SD  R[EcF'Hm!ga !pG@" @c  a T{CkG#_@!` TC  	x5 6x5*  QU  RkT  X Ra E  @&B    c 4! 7R"R ? R!`l T^a E  @&BC   c! 7$RǀR ?/ImS@SD R[EcF'HmAm R!gA i!  *Bb0 `7c /ImS@a E  @&BC   c! 7$RR ?!@!gA R/Im!  *S@6c S[c'm/	mS 5?#{A  S !,C@ @  Ch&@	a!` T   g!``@`&=" g`= Mm b m
 T  /" g` 0 bi Tn  ga" +  6@! g h@ a$ T @	   ? `I T@! g l@ a T @    ? `I TSA  R@{è#_֓@@ l@! gh6  a  T@`@ n 8h`: @ @`  ?@`@  g`@a" + @7a DR"@wR&B% C @c  !@ ?SA@R@{è#_@  ?ր@@l@l@   g0 `T?#{    @h@P ` Tl@P ` T@  ?`@nCm 8cB8c b a T@{è#_@ n{è#_@  /{è#_  g q+ @4@?#{ S  @[c`*@'m/m@`7m?m 5l"Emi*Fm!hj T@@ 8Nm l T!nj T!n  T hj  TA`  @)9kJ9k EmA  Rn!	j 0C9b8 `	`L T    R   SA[BcC'Em/Fm7Gm?Hm{ɨ#_ր@8!`@ T)hA` ?IA`A`
8kA`q Ts )hR qm  T!m T 	j `lT@@`9hA` ?*A`A`	8kA`qaTa % "@&BC ! c!Rb4R ?8!` T@ t@R n`   g@	`@)lA`  ?IA`A`
@`A`i"Dm  gk A`A`* a.@ 5 |A ||} |@:# b@  gLhy!` T`@	hyHhz   g!` T`@
hzkDp`9i" b9i@` h  x7" Q_  kL  T  Q|} |@:# A @hy@(_@8h)` A`  ?
@`kDU @hz@Lxa@8l)`A`  ?	@`@b@@ p@    `?#{ ןh `S!  R 'm)@`   *J@` 44 R`@ @ ` T'Bm*SA@{Ũ#_A`~!(` `P `T`@`@`  gm Rp* Dm5a % `"@`&B  ! c 4!R:R ?Dm@ h` 4C!	`!aT@`@A`  gU*   4 R@'Bm*SA{Ũ#_a % `"@@&B  ! c 4!RB=R ?ּ ?#a !pG{C" @'  Ҡ S  R @ra.@?  k T `'m@` TJ Ta % `"@ 7&B  ! c 4!@$RBR ?!` TSF A`'Hm%   n!`D T Ta % `"@  &B 7! c 4!@$RBR ?`@SF'Hm l@  a % `"@&BC ! c!@RbR ?SF   g`  pG'@ @B  K T{E#_`@SF'Hm h@t@/	m`2@
@ q T q  TX!`5 T   A`   b) 5?m Cm [ R R 7
mBm  `@	a b)9` n)l0!`	 T`@ 9a  @A`   ?8h# @	o ` TA` 9k~`@nAm!`dA`A`A`` @Lg/ 5t@@ k7 TA`@@ ) @ 5 l	`
@ ` T@ 	`"`P ` T qAz-T l	`` % C Bc!   !@  R"R ?X!`( T 
 g A`    * 5`@	 /l  @  q T7
mBm`@9l@)	k))l A`  ?8h@`e ` Ta@A`"A`AA`#@ @   5a@ ! @kT7Jma `"@% &B  ! c 4!R!R ?`@ p@0!`) Tt@P `) T  MmSF0 b'Hm/Im!b a La2a@A`"A`AA`  @# 4`@7Jm  @ k+T@9`9a!o!`A``@0 ` T R A`[`@ bx@ C	a!`  A@`9a@ mAT"(a  bAT l	`aA`@A`mA`mA`-@`@`X!`[7
m?m T  *@ 5*@2@`@
p@P!`, T
t@ j T
@` @)9h@A` R  ?+``@NA`@`l  @  q T!`4Rn  TE  8!``@ T)jl@ o T@A`  ? 8h`p!aL TiX ` T)m+@`	@`A``@@A` @  ?@` q T ` T(!`!Tt@@ k T`@ p@ j$ T t@P ` T[G7Jm?Kmh@9mh@ oL  T@`+@`	@`A`n	l+`@``@@T(!`MA`@T`   g`@  `@H T `    l`@	`t@	i o9` a T
p@P!a T@@A`  ? 8h@`a	a aT@`	@``@@A` @  ?@`t@@ `ן(!`!  R  * 4
@ `L  T@ @ 4C ` kTAA`A`  g<(  4@  k TA`n*@`@`Cm 8a j WCm 8a
jCm 8a j C@A`@K`@  @ k T`@ p@ mD  T}A`{)j
l	j@A`  ?	8h+`a % `"@@&BC ! c! RR ?`@ p@P!`LTb&Dm  g@A`!A`' .@
 5 |A | |@ B}! gA`hb a T)hb
@` A`@a % `"@&B  ! c 4!R"R ?ֹa % `"@&B  ! c 4! RB!R ?(A`B~!(` `P `T
@ `L  T@ @ 4C ` kTAA`A`  g' 5a % `"@@&B  ! c 4! RR ?t@h`x`)x` 9j" b)9j@` i  x 7" Q kK  T  Q |@ B}ӣ  ҠS['m/	m7
m?ma % `"@@&B  ! c 4! RR ?t@  ?#{ [ S  HA q
 T
@@ @c`  y
 NQ)ӐR  rsK k TfAk! s'm;  q T   QW K k T 4@ 6@* 8CJ	`	  A 4@ 6@ԐR}R 8C7 rJ	`	 /:} @* R G (A`	  @ !j Tk Te  
@By4G@s@   
@@{   @ ?)`z3!j Ts Ta % Ѐ@&B  С  c 4! 7R(R ?SA R*[B{ɨ#_v ~}t  
@  q T*   
@ @@ ?֠z3` T@cC   Q 
  *SA[B{ɨ#_ր@a % Ѐ@ &B#   c! 7DR(R ?SAԐR }R
 g7 r4G@s@   @	@`@{   @ ?	8i j@`z3  Ts AT	@`fA`6@*kDwsE'Fm;@ Q 
 * SA[BcC{ɨ#_֗@*kD  2;@wsE6 'FmffA6a DR@B3R'B% У  Х@c 4  ! 7 ?ր@KcC` kD  Q'Fm;@ 
  *SA[BsE{ɨ#_a % # &Bc  ЄR! 7'R ?a *
 g$@  qm T 'm /  @@`@ @ ?8h  z8T'Fmc% # c  !dR
R   R~% # c  !dRBRks'm;    Ro  ?#{ S  @@@a@@ b`
@ a x? k!b )!|~W @`
 @!}P      RSA{¨#_% # c  !dR
R     R@?#{    @ @A   4@{¨#_@5!'a @{¨#_v  qT`   # !Bc    !@   !R=R ?R?#{ S  @t@@@  b!|}@ a x_  qBğ  s@a `
@!~   a
   RSA{¨#_% # c  !dR
R  ~   R?#{    @ @ `2@  5`@ @qয়  `2   5  5!@*a @{¨#_  q,T`   # !Bc    !' @(RB?R ?R_$  ?#{   @ R  ra.@?  k Ta@ @ `  a@ @@  |@{¨# `"@a @% {¨#ե&B  С  c 4!@ RER _ ?#{A R @ rS_ kA	 T  t   !   @b@!'  @    @&;  ca f"   e! cB _  _ @ aJ <:`@ @   5" 5@SA{è#_֢  qLTa   # &B!  c!@ R=R ?@ SA{è#_` % # Bc    !@   !dR,R  ?_$  ?#{   ` R  ra.@?  k Ta@ @ `  a@ @@  @{¨#B `"@a @% {¨#ե&B  С  c 4!'RGR _?#{a R @ rS_ kA T     B(   @e@!@*  @    /c>  BP#a f"   d!PbB   aJ `@ @! `2@ 4` 5  5@SA{è#_`@ @qয়  `2 `  % # Bc    !' @(dR-R ?SA{è#_  qTa   # &B!  c!'RB?R ? o@_$ ?#{ S 2.@?  k T@30@   s*@^@ @`  Y@ @@  USA{¨#ը "@a SA% {¨#ե&B  С  c 4!@RR _  ?#{   S ! ![  @ @~ 
 
@(v@}`  @[BSA{è#_% # c  !dRBR     R4?#{   [ !@(Ss  @ @4}\ @ @v@~Q` 
 
@[BSA{è#_% # Хc  !dRBR  Ҙ   R ?#{   S ! [@  u@@@)s
 s~ s~}'  @@s~` 
 
@[BSA{è#_% # Хc  !dRBR  d   RΖ ?#{  @S D@[6  *! !  ! ! @F@5 4N @# c! !E@D@  B@cB KB  @! !`bQ) ~ ! !z w ! !`s @n! !@@ ` (aj g   5SA[B@{Ĩ#_! !@\ @" 6@B! @! @B Q @[BSA{Ĩ#I ?#{  @S D@[*! ! c; ! !7 @5 F@8 M @# c! !E@D@  B@cB KB " @! !`bQ)  ! !  ! !` @n! !@@ ` (a    5SA[BcC{Ĩ#_! !@ @" 6@B! @!` |B  6@ (7[BcCSA{Ĩ# 2@! ! [BcCSA{Ĩ# ?#{ {#ՎE  ?#{    @ b@ @H@  ?`@Bm!8b ` (h(M @``@ p@ a  T t@ a La@@{¨#_  ?#{ 	   2a.@?  k T ` @` T Ta % `"@ 7&B    c 4!@$RR ?!` T@ A`@   n!` T Ta % `"@  &B 7  c 4!@$RR ?`@@@ t@{¨#_a % `"@&B# С  c!@RR ?@ {¨#  g_`@@@ p@{¨#_` % # ХBc  Р  !@  RR ?`@Bm 8a h (`L @``@@ Nm@0 b!b a La ?#{ S  @'m @[*@/m h@7m!`?m + T.@ l@0 `* T  g* g  R g~d A`* h	@`t@~6@0!` T `D T`@*@h@!j TA`! @`A`A`! ` 5a % `"@@&B    c 4!@RR ?t@!A`*@u@2 2@(   g@ .@ R
<C) gnd  A`. 0@`u@:@!` T jL T`@.@l@!i TA`j! @`A`A`!  5a % `"@&B    c 4!@R"R ?u@A`.@2@~u@* 2@*@v! B@cA! @  q T  	 g  B@"A`(xv}ӡ*@ A`! "A` A`  q T.@!  * A`6@`a@@`!@@ hwV u@*@:@( *  h  T @  klT2@*@  g@ 8  R@Cl  u@@z@?  k T*@  @:@ aL T2@  T@bA`@!A`H)i	l A`L!  4bA`AA` A`G!   4@@.8`!m T@  Qxr T-K `@l  @ Q` |@ 7)	az`  ))`6 A` !i T*@A @l$4C@a@B(e!$@Bc!d~P aD T@@ @~@C!8d!cP a T A`w@` A` *@( * *@@  RcC SA[B'Dm/Em7Fm?Gm{Ȩ#_ k  Tn `  mT qT k$ Tm `  iT qAT0 nqT+ 4J *@ *@7 R6@ a Ta `"@  &Bc 4  DR!@¾R ?ؕ*@`@?( *@@*@! Q@@  , @`* . 2 ŕ`@0@@@! Q*@  (  ``T  g  4@9ia"@nAa c n a$T"@Ba bTYcC@R`@dA6\@ ҡ*@ g A`    qT A`.@  g  6 A`@` A`Ua@*@( * 40@*@` % # Х@Bc  Р  !@  dRBR ?cC`Rb *@Z@` A`6P`"@% # Х@c  DR!@R cC@RM?#{ S @ 2_ k
 Tp        @C a@  @mB Amb =  cP8  b nf"   eB@4@cB  @@#  0@? ? ? ? ?0 %x $@ # % $ #m , "<! 	mbJ %# 5  5I a@#@` @ ` T" @)  nB   Q |`` aL  T   @`  LI `@@  SA{¨#_`  % # Bc  Р  !@  dR]R ?SA{¨#_ {  /@ % # Bc    !@  R\R  ??#{ S  *  4*SA{¨#_ * 5mI @@` @ ` T@)  nB ! Q!|`a a T     H *SA{¨#_ @`     H   / ?#{ S @  pG[*"@! F@+ @ @  !  ! ! @F@-J ! ! @  @ q T5 С @! !`@Nm| @dA7v fA@ 7V 5o ! ! "k @! !"B @e b ! !`^ @! !`#@EmX @ 4@ ` T! !#P @ n8@ 8a ` T! !`$F  n# RC  mzE @m! !$: @! !%B@B Q3 0  5@  pG@ @B  ҁ T{BSC[D+@#_! !  @  @ qT! !@   /! !`$   /! !@ @6 6@7  @? @! ! & @6@`$@? ! !`& 6@	(7@ }"   B  EmB ! !@'  @  @ qM T6@6@  pG@ @B   T{B[DSC+@# @! !@ @\@ V4fA 7" ! B !! I Mm! ! =# " c(B)! !* " ! B'!( @! !&Bx@ 6@  ?#C cpG{ S# C [ c ` @   Ò @ )7@ @ @@  1@  T@  @   @! 1@  T    a @! 1@  Ta      %  RA !pG@" @c  ҁ T{BSC[DcE#_@      @ 7!   ! @   @ 7!    @   @ 7!       @   1?#CC cpG{ S#   # ` @   C ےb@@@ۑ@ @ @` @  pG@ @B    T{BSC#@C#_  ?#{ C cTG {# ` @! # !c c  !G  ?#{  d    R{¨#_@  PG  @W 4 @ 7B    @  TG  !   @(  {¨#_ ~@?#{ @S @4@  @@ !@@  G?   T ? ` T" RSA{Ĩ#ՉA @  lG! B@! -  @SA  {Ĩ#_ ޒ @  @ 7B Ѣ  @@  A !G! @4L@! @  G!-B@  @ؐ 0@@?#{  @8@  @  {# {# ?#{ @SBH@" @ ? S SA{¨#_Ȑ 3 @  G  @Ő`4@  LG! !`.  @?#{  @?  T@# d@  M Tc`        Tbx`  ? aT  R{#_@  \G  !   @  R  @?   TB BG  R? `T @  lG  #@A  @@g  R?#CD ЄpG{ S*[*c   @   һ  C kc C s  / CՏ #    @!F"@w ` X G  T@  G   Tߏ@ 5A@kGsH  1K@ CL* *  k TC c  ]  !FB BG C6A@  1@F CL** *  kM TkG RsH||  @ ka Thd`@  1@  T`   BE4  ( 8`@ 7  `  @ 7  р  @  pG@ @B   T{CSD[EcFC#_@  GA !G !T A@R`@7  ` `"C c  4
 4*"   B 0 `1 `    *- @ 7!  A @ AK* 1@ k*CL1*sG *? k T|| `@ k T@? k  T#K |c Q@ b ! `  B|   8`@9 Cs   1t  TkGsH` Ӑ@ZkGsH*  A*@ 1@@? k! T A|    1CL7  kTkGsHVb@ 7   `  @   @ 7!   A  @   @ 7!   A  @ @7!   !G C !F@BH@B @ ?  ̎@  5  @7\ GX G     `ole ѐ`! 1 DCa@   ! 1@  # Ta 7{  @7X Ghah! @a7!   LkGsH ks  ?#{ S[ b@9_Pq T_ q T_ q` T) T_ q  T T_ q" T`@9s  q  T`@8 qTs b@9_PqT _q TI T_q T_q T@ 1  T9 @Ԛ!      ˠ `   _( q`T T_ q T_ q T@  TG !1  @1  SA[B{Ĩ#_T Q!  Ҡ 4 Ԛ  T_Pq 
 T_ q	 T@  TG ! 4  @@hQ  \ qT4 ҃"? ! T 6b@9s AQ_q!  Az! TA9 k@ T 1 T@ A9! Ҡ9`@8 B 95A9`  4@  1T@ [BSA{Ĩ#_ 1 TB" ҡA9s  99  
j_ qTs 9ec@ @`@9q Tu 1  T~w
 9  K  !T  cCJ R@ 
 T\ 1T@e  (R  @  @	` X@ բ @9_ qD@z T_4 q T_ q@ TC Q` $ qHT@9 D Q $ qH T@8cD Q ?$ qIT 1`T k  T"yf_# T @9_ qDHz T_ q Rs 9_  q	T_  qTU   _4 qATs A9 R kTB@ kTA9A9?  k!TA95B" s   @  TG !`3  @V%"A Q  $ qTb@9s C Q` $ qh T b@8!aC Q` $ qIT? 1T!|@  qTcC ka T" 4  R! ҳ  9cC@  TG !@7  @%@  TG !5  @ `@  TG **!6  @@  TG ! 5  @z@  TG !2  @cC@  TG BR!`  @i_$  $@  T  @ T#@@ ` T pA9 q  T!pA9  R? q T_  R_?#{ S%,@ ,@  <`  T%X@@X@ k T@pA9 q T!pA9  R? q@ TSA{è#_֟ _  R_֟   q T|@ c c}      TEh`$h`    @T  RCpA9  RLq!T#`@  RD`@ kT[V@5@  @Ҡ js jtjt  Tsb   4jsb js[B   [B[B  R[B?#  O{ G pGS [**cks
 @O      3=`@ @|@_  q TcB       Taxwa@  TG* ! 8  @Ō@`  @!7!   a! @AB  C#D!E 3=#@  pG! 3=OA @B  ҁ% T
SA[BcCkDsE{ƨ#_  @  @zB `    `{8   T @{x  @  @6@ 7  Ѡ @ % @7  Ѡ  э ͍@@  7  Ѡ Í!   ! @@8@@     @ ` @ Ү   Һ   @  1@  T  D @@@    `. 5 @? ی@
 @ 7   	  @  1@  T   @ 7  Ѡ   c@@* cP@@  *# R@`7c@@ `A *cB" *bC *`DcEb2= A0= BCD!E 3=#! 0=N@7@`7  Ѡ   D@k ?@ :@  @  \G  !  @d@ 7   ` ͎R*    c@  9BRc@  @ 7  Ѡ `U@@  69SˎR @ 7    `  ˎRˎR @ 7    ` @@ 7  @ @ `@7  `   `@`@  1T` =̎R Ҷ  ٌ'  ?#{    @T@@6@  G ! B9  @ 5@{¨#_@  lG A <  @Z`@ 7  `    @{¨#_ Ҩ  ?#{ @S"T@B61 *  T*SA{¨#_!0@ !@@   ? ` @A !G_  T@ *a7! с  ` T@  G  !  @ ;@  lG   !  @1   !
     ?#{ "@S CT@6 * ! T 1 T  R SA{è#_ 	 T@  G  !  @t   R! @0@  @@ [@ ?   @S sG? A
 T T@`6 *  T@ 7! ѡ a  [B[B[B @  lG  !  @E 0@` @@!   ?  @? A T_ *@7    `   T@  G  !  @#@ 7  Ѡ `  [B[B @6[B   !
 @  !
 `@  lG  !  @  ?#{ @S"T@6A !G  R7 q TSA{¨#I!0@A !@@   ?  @A !G_ ! T@ 7! с a   @  G  !    @ȋ SA{¨#_U @  lG  !  @  !
   ?#{  D pGS*[cCѶF @  `   @9	 5΍#`ͭ s  `@9  5   <#  @  p@ s *o   !5  5 *B =A Rk@  pGA @B  ҁ TCSA[BcC{Ĩ#_@  G*   @B =! ^ ! 16@ #  Қ#  B BGV @6 d?#{ @S"T@B6   @  1@  T`  a@ 7! a   SA{¨#_SA{¨#_!0@! !@@   ?  @B BG? a T T@7 `   @  lG   !  @  !
 @@  ?#{ @BT@6T@6"@BT@6#T@C6  T@# d@   Tc`        Tbx`  ? aT  R{#_ @?  @T@  G?    !@ TA !G @T  T{#  R_{#6(@ T"`      TCxa!  aT  Dxg@!T@a6T@!6  T@e@  MT`     Txa!  aT?#{ 1 ` % $   O =%  $  o  OB==% |HC=`< !c@p  nc     <<4 < A A<  <<<t   D=||{#_  c  !dRBR'   R?#{  
   HA@ q T a T dA    6"\@P ` TP a T 6"`@c 2P `$ TP a T "@dR  
 m  *  2 d m  @dA@m  
@d@m  R{#_ \ 6 ` !\  6!` B R @ FBR  Ё  c 4! 4 ?{# R_@   =Bc  ҁ  $R! 4"R ? RA   &Bc  ЄR! 4R ?րR?#{ `   HA@ q T!h@0 ` T!l@0 `$ T"dA  R \ B  2"d{#_B $R @ FB >R   c! 4 ?{# R_B R @ FB"R  Ё  c 4! 4 ?{# R_A   &Bc  ЄR! 4R ?րR?#{    HA@ q! T"dA  R ` B 2"d{#_B R @ FBR  Ё  c 4! 4 ?{# R_A   &Bc  ЄR! 4bR ?րR?#{     HA@ q T dA 6 `@{#_  6 \@{#_B   @  FB  Хc 4! 4R"R ?  /{#_A   &Bc  ЄR! 4R ?  /?#{ 1 È@   O#  $ d=#  B=|ncLC  oc(<B@'    P ` @ T  =<<$ , 4 < < {#_  c  !dRBR   RV ?#{  S  HA q! T`
@  `@ *"	7`@[   qm  T +	 T`@! Qa ~}4
 ` [Bt
 SA  R{è#_A  `@ &B>  c! 7$R R ?SA RA R`@" R&B   c 4  ! 7 ?SA R{è#_A   Х&Bc  R! 7 R ?րRA  `@ ?&B Ё  c! 7$Rb!R ?A  `@@?&B Ё  c! 7$RB"R ?[B  Хc  !dR
Rn   R؆?#{    HA q T? kj T` @a a   `@!  " QadAdR  Rb ! 
b ! 2ad{#_A R`@R&B   ! 7  c 4 ?{# R_A  `@=&B$R  "R! 7 c ? RA   Х&Bc  R! 7R ?րR?#{!    /m*PC'm	l7m a
@" @@ ? `Ta@`
@+ @ @k	jk	`  ?8i`@ /a@!(a@,\@(b h@k)l l, T!l@A`0 l  T! @  ?@`k	k /!kj Ta@,\@ h@9h l, T"l@A`P l  T! @  ?@`)a!kJ  T@A`'Bm/Cm7Dm{Ũ#_ ?#{    'm `
@ @  ? `Ta@`
@!(@m @a@ ?a@`@#@m	\@h@!8c ` (jh)(iP iLTl@P iTb2@ 6"@P a T @	h A`  ?!`I  T@ A`@'Bm{è#_#@p aJ  T! @0 hL  T!8h aP `I  Tp `jT?#{  #`1{#c@",FB ",   ?#{    g{#_?#{ S  'm@`) gt@ /m
 g  A` gU RA@!   ?q i` TSA@'Cm/Dm{Ũ#_!(a`@!j Cm0 k 8h9b!kP ` @a!L` q` Tb@)a5 RA@ A`!A @  ?SA @  g'Cm/Dm{Ũ#_  $@A g a T%@C g c, T c@`  / TP a T& @ cL T a T?#{  0@   q@ T q  T q T@    B  c!  RR ?   g{¨#_   g_@8f (@ e 	`@@8f e (d `D  T `n ` ?#{    @ @  ?`@;; @``@ p@ a  T t@ a La@{¨#_  ?#{      R @ra.@?  k T ` @` T TA  `"@ 7&B    c 4! $RBR ?!` T@ A`@'  n a T TA  `"@  &B 7  c 4! $RBR ?`@@@ l@{¨#_A  `"@&B Ё  c! RbR ?@   g{¨#_`@@@ h@{¨#_`@: @``@@ Mm@{¨#0 b!b a La_@   ХBc  Ѐ  !  R"R ?  B g bL	 T?#{ 'm@`@ g0 ` T0 bl T 0@/m  ) @ q T 8i*@	`K)bx!` TBj  TCC`p d	 Tx `$(ilc T"@/Bm b d  !`i T 0@   q T  / q T @a'Am{Ĩ#_!` T 0@   q  T q  T  /) @0 i  T @a   g'Am{Ĩ#_   g_) @m	hn	i cB8h b/Bm   ga%(a j#c g(ic(ifcgbcb8ebbD(d`j ̈́	j	k@	h/Bm"b#c hB8c@(` q  T/Bm  /"8i  *@TC 	b`p d Tx `$(ilc  T@j/Bm da%(a  #c g(i' gc(igcf`c`(dc`d(d σ	h@n	a	iJdB8c@` 8h (c j/Bm ?#{ S 'm	n/m7m Հ
@@ @H(@  ?	`
@@ @J@  ?@`@ Aab@m9b	a)j
8im2Dmk@a@J	mJlK	k`A`	jAa@`@)m"h@l` \@)`P h A`T"l@P hT! @k	a  ?p!`I  TSA A`'Bm/Cm7Dm{Ũ#_?#{!  S   е 'm	n/m7m?m Հ
@@ @H(@  ?	`
@@ @L@  ?@`@ Aab@m9b	a)lV8io:Dml@a@	on	lA`	mAa@`@)o-\@!h@n`)m0 mA`T!l@0 mT! @  ?@`@d@(i? !j@`?@A`jd@m C@  b
@fDmc!@ac!"F dR"R n TdD@ahG@	g)f!n!`0 b Tn` b T Հ	k oI  TSAA`@'Cm/Dm7Em?Fm{ɨ#_ր"@B ??#{ 4@S  @ @ j@6AA``@@'m!`d@BaD@a7   bd mXC@)`  cj\C 8c7AA`  n	`C)`	9i A`i .B9hJ	`!9hB` 8hJi!@a` `9j)bc		i 8i`"m)` h  R'Bm`* SA@{Ĩ#_ @ \@  ? `) T`  g  bH Tn'mB)a@!b@a@6@d@!`` BaD@aa6d@bB(d!  "@ &B   c!"DR"R ?@R     `Bc 4  Ѐ  !" #$RR ? R ?#{ S  0@'m/m7m?m6A  7    ( g
PC `
@ @  ? `Ta@`
@+ @ @k	jk	`  ?la@ 8a`@"@ (`\@h@ b k)`9`0 m
 T l@ m$
 T @A`  ?	@``@ / h@ l, T l@ l	 T @A`  ?@``@(!`\@k	k9o  T A`; @`;@  $a!` TA`m
@`a@Gm  a@a# @)i`h c nD T @!d7@ b a T#@cbp a T9o!e a  Tp aD  T  !  `"@ &B  c!"dRR ?p!iI T!k T0 ll  T	 / /k	k9oA`A``@ /A`SAA`'Bm/Cm7Dm?Em{Ȩ#_!  + g7  
 ga
@" @@ ? `Ta@`
@!8@m @a@ ?a@`@"@m\@h@)9b)	`))n/h)m0 mLT l@ mT @A`  ? `  T@`  a`@	n  @ k n T @ j l T @ j l T `2@ 6`@ @ o T`@	hA` @  ?!`T! `"@ &Bc  dR!""R ?@P oJ  T @p hL  Tn8n7@an aD Tc8h)c0!`J  T @ iT7@BdP a  Tc8h)c0!`T!  `"@&B   c!"dRR ?`@ @ @  ?#{ 4@   @7 @ \@  ? `I T`  g@ ah T aa6@b@`@Ad@!`   a6@BaA(a mB` `m  R@{¨#_`@b@  @Ad@!`7"@aa2@!x@` m@a   a2 !  `"@ &B   c!"DR⢀R ?@R     `Bc 4  Ѐ  !" #$RbR ? R ?#{&  {#B ?#{ S* @N@? kM Tcw~{"@[# @`}m  k7@ B@ J  bA)_ k Td @  %|@B K  |@B @ |Ӂha!a, TSA  R[BcC#@{Ũ#_`    !T! dR  @"eR&B   c ! ?SA`R{Ũ#_  c  !dRBR  ң  R?#{ S @`fA 66`^@aj@ a$ Tan@ a  T  RSA{Ĩ#_     	Bc 4  Ѐ  !" #DRblR ?ր@\@ h@0 `l Tl@0 ` T\ [6   Bcs4   Х"  R#iR ?֕@ JA@ q T@   ? 5@fAcC   2f[B`fA7`JA@ q	 Ta@   ?  5`f@ ` T`fA  2`f@@`\  @`l@0 `LT[6  `@`	B   ! 4$RbR ?`fA n x`f`f B   Ѐ  Ѓ	!" #RkR ?[BR@ B  ! 4RR  ?B"# R@	jR ?cC[6  `@B    c 4! 4RR  ?@ B   ! 4$RR ?`@    $R! 4bR[6 B    R! 4bR   ?@ B   ! 4$RR ?ֶ?#{     5`6@@ 7fbF)!  B7! 5_ }!B! a @{¨#_bF)!  6?  q  B4!! a !/a  ?#{8 ` S  T 'm	@`  g(@`0 `l
 T  *+   @!`  o 0@.    0 * i" m``= T2@   q T qA T A`E`
  5@@  A`  ?`   g a	 T@ 'Cm` SA{Ĩ#_  @ ='Cm`=SA{Ĩ#_`@ a~!`a
 u 5@@ | A`(b  ? 	``  SA@'Cm{Ĩ#_!  "@
&B  c! DRkR ?'Cm SA{Ĩ#_!    @@
&B  c! DRbjR  ?@'Cm@ A`  ? ` Tn!h `` @ A`  ? `	@`T ` T A`@` A`o  	bdC!8h (``  A`@` Aao  	bdC!8h (`~ @a` ~  c  !dRBR  RG  ?#{ 
   R @r@  k T7 ? qM T@ @# @`@xc a Tc ? kLT @` R @   *  R  {#_ւ @@ R @_ A   Ѕ  c   *Bc 4    ! $RR ? R{#_  dRR  B   c!    ?{#`R_   c  
Bc 4    ! $RR ? R     Bc    ! RR ?րR?#{ S   @c[P@ @$@b bak'm@`  xS``@C  a
 T (8``&@Aa0 `
 T`"@2@  )` q`
 T q@ T& s "@B {C  Rb5RO  ?O@&  2@   q T q T"@BR7R ? @ sE  g   @A` @  ?֠  2@   q T q	 T`*@ `, T  /  V   W   SAA`[BcCkD'FmC@{ʨ#_s.@`@ aT2@y.@   qT"@ @H `! T!@a,(`9`#@n b (c ` `@ /m*@,/@mH!`  TI	h   TC)k!`0 `,
 T   lnhC 	`0 ckB8`, T!b,(l:  '@m9` j})	`/GmI !   "@&B  c!@R";R ? `*@ `L T !@nDa!ah(ha8da)`k,(l:/Gm`@nc@b
@9` c (b ` `  `&@ma@9` a} 	`   	ia c (b a(l n )`[~)	k h i(l  g/m*@sE @ "@ gsE ?#{ S   @c[P@ @$@B ba'm@`  x3``@0 `, Tb&@2@ 8b  (8` q T  q	 T!   "@&B  c! Rb/R ?  gSA A`[BcC'Dm{Ǩ#_s.@`@ aTb&@2@ 8b  (8` qTc@b@h ` Td
@neddhh 8e`)bU  9bn c (d ` `   @ A` @  ?  @  T@a@ a  v  A`SA[BcC'Dm{Ǩ#_/mj.@m3 l@!` T	h  TC)k ` a, T  lnhC!	a c kB8a T b(j /Em3@`@`((bud
@k((j5  9j l| k/Em3@!	ia!c!(b `(ju n )`})	khi)jU/Em3@W?#{ S  	a~  ]~   " RaR bB SA{¨#_   ca  !dRBR  ҥ  R}  ?#{ S   <~  8~@ B@` b* u2 @  4  "@@ ? <# R  O@"@F@a d)Z bj ~J b=a`<@`=SA{è#_   ca  !dRBR  h  R| ?#{ S  $@[`  8@  ?v*@  `Z@  q  5`*@  4`@`  @  ?`"@@  ~`@~tF@  @@  ~~[BSA{è#Ղ~ T qן@za_   @a  !8@  ?֔" !To~     Bca    !? @$RcR ?_$ՠ ?#{ S   R @ra.@?  ka Tt@@ `  O~t@B@    @J~B@H~B t@"@ J@a7   Օ{Ӕ  hu;~`@  @   @6~`@H@  @? kjT@/~SA{è#Ղ`"@! SA  {è#ե&Bc   c 4!R1R _?#{   ,@ R@r k  T{#"   @  FBc  Rc 4sR  !"  {#U{#_ _$Հ ?#{ S  R @r.@?  kA T@3@   s.@}@ 4@`  }@ <@`  }@ $@@  }SA{¨#,"@! SA  {¨#ե&Bc   c 4! RB@R _  ?#{ S   }  `@  `A `   `@`   SA{¨#_ SA{¨#_   ca  !dRBRT  R{ _$ ?#{ S @4  @5 @@  @@  }@5 @@  @@  w}u}@t@4  @5 @@  @@  g}@5 @@  @@  ]}[}@SA{è#U}__$  ?#{   B`c  !RR   & ?  Ri{?#{ S  b} |` h a1fR	}RFr @ B R |&f|KƜ	 f}@SA{è#_   ca  !dRBR  R9{?#{ R @@rS_ k
 TC) Dt @ CxBxB      #a2@`" 7`6@ 7? } BB @a@- @m  @c.b   eB@cB ? "  ?!m??bJ ||  5`6@ 6` 5SA{¨#_B/*a6@ 4B? @B       Bc    !" #dRUR  ?a.@  R @r?  k T!   `"@&Bc  Ё  c 4!"RsR  ?   ?#{ S[c  { 
@ AB 
C "=J@2@aJ `"={ @`  |.*@a* `" F @a 5` &@  <@  ?`& *@  Z@ q 5[BSAcC{Ũ#_@  ?# ~}   TF  !    T" @       Bca    !?  R]R ?Z@y* `Z SA[BcC#@{Ũ#_{  @"<@ q T@    T ՠjt<@  ? k4" @Tjt<@  ? k4" aT@ ?  !  @ {!! kT        Bca    !?  $R\R  ?#     ca  !dRBR  ҩ  Rz  ?#{a   k !S[cN S@ @tJ@ B ~{5{  " a"@y`J@ 7 +   @{u @}${y  `k6{@ a"@ !hv  y @a"@  @! b  !@B} @yS@`J@ kT+@t@~{  a@ySA[BcCkD{ƨ#_+     ca  !dRBR  F  Ry?#{   {#!#?#{   S ![ v@@S     . s.@0 s   z@ `@  `A `B a2@0 @s.@  0 , 6@` r@s}z` 6 6@Ny>@` ӂ@s}z > >@By@?$ - SA[B{è#_    ca  !dRBR    RTy?#{ q  T$    %{#_ ! !X`x`  !  ֟$   $$   @$$   #$   #$   $   @#$   "$   `"$   !$   !$    $   @ $   $   `$   $   $    $   $    $   `$   $   @$   $   $   $   @$   $   $   $   $   |$   x$   t$   p$   @l$    h$   `d$   `$   @\  ?#{g  S* F *    !%3   B%< A RCyu  @9  5@SA{è#yA R  B@&3y@SA{è#	ya 4(Ft  " BGT @4( ?#{ S 'm/m*@`@` H @ !`  T`?@``)j`?֠ @  )`PdlC@	a		b (k`?@`  pCA	a (k`?)`  l 	 gB	b	a@(k)i`? 
 g   b gSA (h'Cm j/Dm{Ũ# a_`?@``)j`??#) )qGC{'=+=S  @/=
 h@3=7=;=?=C=!@7   /)b@_k T a !|@w @ `"A)b   kT # @ B R @   owb
@! !pGB  b
 7@" @   A T{G  RSH#_    ca  !dR
R^  Rwx  ?#{ S    pG[*c  ! b"@ @  tF@w@  !`@aF@)/ `2@    !@B ( |B   !'b@  !'@Nmy  !`(sfA6 07 l  4fA@& Te    !)`b@  !"B @Zb@*B(@U`@ (@ q  T q T  5  ! +JaF)   6  q    B   B ! ,=`2@078  !`4b@  !`#@Cm.`@ @  nC # R m_* @m  !$b@  ! .@@b@  !.@<@b@  !%BH@`2@`87 5   pG@ @B  ҡ T{BSC[DcE#_    !& @  B&  ! '!     q    B   B !,`2@76  !,  !@kb@  !/B @`6@  6`7b@*B(@`6@@6h7`@  a6@   @? ~  !`&    Ю9C'aF)c'? z   }! 0b@c6@  !@'@Em |b@d6@  !0EN)  q  q |b@c6@  !`1BL@ ybF)  ! 2_ y x{x`@  @@ qM
 T`6@6   pG@ @B  !
 T{B[DSCcEkF#ab@  ! /B@@B@B QYN  !`-T5  !+O  !@+J   !E`6@`o6  !/?~  !:`6@g6  !/4h    B(!!-    c(B)  !*$    B2!(kw?#{  @S D@[*@  !   !`@aF@-   ! 4b@  !'@Mma@  fA `3 \@  _ {  B!`4B b@  !4@d@`6@ 6b@  ! 5@@u  4fA(7    !6`@  a6@c3  B @? @  B !@7`6@ 7`2@7@7  !``6@@ 6k afAcx c1/# @+    C Y  a `.@R  k TH T R k  T@R k  T      Х8Bc  ` !8  )RR ?  tCb@ /  !9C @mA@ A`  !:+@cCkD~5	 4  !@y`@  a6@c  B @? @  B !<l`6@@
7  !=f`2@
7`7 7_`6@6SA[B{ƨ#V  !5Rrb@ /  !@;C @mA@Ib@  ! <A@m@@ 8b a@`6@ ` 6  !`<9655SA[B{ƨ#_  !7,`2@ 6  ! 8&c`2@  b!xC } a  !7Tb@  !@=@@`2@6  ! >`2@ 6      B 6!!'a@  ? T/F  `c1  g( b`
@@`  y a  !`>`2@@6  !>`6@7    B>!(SA[B{ƨ# R kaT`@ ` }$v @  b@@ ? aTva@  ? T    Хca  !dRBRd  Rt ?#{  @S D@[*  ! c@  !@F@7,   !?@  !`@Nm@dA!7    !`(fA 7` 6  !&y  4fA@  Tr  !` n  ! j2@  q T q T@ q  T  !`^  !Z2@   q@ T q@ T q  T  !NK  !`G@  ! <@ @A  !`=fA6@  @! @@d@ `2@  ! @@m `+@  !B0@%" 5SA[BcC{Ĩ#_  ! '@  !A @m `  !@
2@  q T q@ T@ q  T  !@  6@   @   z! @6@`@? y  !`@6@B@? x  !2@ @7X72@  q  T    B!(6@
86@ @m@ b a$ TcC[BSA{Ĩ#տC Mm  !+  ! c  !`N@  ! A@ @`V  !A  !>2@_6  !`  !    B(!!    B
!(cC[BSA{Ĩ#y    B	!(s  !@np_$ a?#{   'ma g)`!b$ T    g0!` T   g 0!`D T A`t
@`  g!a T A`t  B~TCP ad T (j@'Aml{è# atn `)i!h))a i'Am{è#_ l@)	`	` )h'Am{è#_   g!`  T  
|C'Am  /@{è#_   C_$ `@a#@a8a  g?#{ f8 ` !c aLacbf` dM  TCd  g bI Tp e  R  Tc@ap eӟZ{#_0 b  RiT  ?#{ 'm)@`/m@`S  7m  Ca!`
 T!A``A`?ms@` - g g A`
@`A`!A` A`!j TX!` T  l`	 g  g	i?  A`aA` A` * 4	n`	nH!`)(`A  T  A` ` T!`, T?@+A`!a@`,T?Fm A`SA@'Cm/Dm7Em{Ȩ#_և!A` A``43A`MA`@`(A`
@`A`aA` A`y *5?FmiA`    `"@  &B   c!`dRR ? 	 g   `"@@&B    c!`DRbR ??Fm   `"@@&B    c!`DRBR ??Fm ?#{ 'm	@` `" g  b T `/m*@`  b T @`   `HA`L T  g  @`| `Jh	iAA` A`bA`"AA` A``5@ A`'Bm/Cm{Ĩ#_  g A`'Bm{Ĩ#_  g/Cm A`'Bm{Ĩ#_?#{ 'm)@`@`S tR/m7m?mmG M/`  g
@`	 /l	k?@  `@~"C 0@!(o-b9mP ` T)h4@ b T	l!k$
 T 9m1@`)h-!`iDi`T8j9j8n)mn  gP	j egcaB(`e`B8f dA(fdad`( TC@g@a `gg ` T d TG@   Cg~ ` TH ` e TpK OrK@Ccc`a(h"`   gu@@ `2@ T0 jd T6@0 ` T @`K  `K@
@`` T@(@` qTSA A`'Cm/Dm7Em?Fm{ʨ#_M8h9`%e	mAapsImn 8fcbAc!`!(hC@ `  TAA` A` @` A`6@@`C@X `,
 T T0 jJM`AA`@ A`SA'Cm/Dm7Em?Fm{ʨ#`"@  c  `c 4  dR!`FRC@ ` T`@0@ A``"@  c  c 4  $R!`HR
`"@      Хc!`dR"FR  gC@ `, Td  TAA`6@0 `l  TAA``"@    c  dR!`LR@0 jdT`@4@  ?#{ /mJ@`% g7mn 9j7 9c" gD g  e  @'m	@`Ljp b?m @`/@`@ T  ?@``@ A`@  ?!`@`A T!j T;    ?@``@ A`@  ?!`@` T` 
 g   d g+,C `@A`)kA`@A`  ?`@`@ mH T jk	ndT n !` T  g  nd,C `@A`9nA`@A`  ?`@`@ mH
 T j	klTP!h
 T7@ hD T!j*
 T 0!o T TA`A`  g !A` A`A`!A` A`  4D@``@@  ? j T)MmMhA`!A` A`!A` A` 5@A`'Bm/Cm7Dm?Em{Ǩ#_ !m` 
 gT !m!TP!mDT7@ mD  T7@ l T7@A`0 `JTA` A`  g`  qT  gP!lL T7@ h$T7@A` hT   `"@&Bc    c 4!`dRgR ?-A`A` A`  g=7(A`A`  '@`C `, T$,@   @ C"` T   g"`L TB`@`?# { g ! 6`   g`
` a T`"g T   ` @ &BdR  |R!   c ?`R   @  R@  _  @  R@  _B`@`  g" @ @ 5!(b l!`A    R{#_ց @ A   $@
a@b8p  g 8d 8a (cgG  @`1 @!B` @`6*q l
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`s`	:r   TC*@(	q ` a T  ln3	jhC	a c!(b T@3s   C!`L T A`<o)	jn@ 8a)	`3hP"pD  TI:p@A`o@` A`)@`o
@` A`o!)j@!(h'Am{è# 8`!o 	hc@ b (as("`T:r!@`
q (a `jT as`  ?#{"  S  @ 5g
@ *   g'm ` Ti@ * h@ A`A`SA`a.@@` @M`  g`& @ a T`@ aH T(h`*@0 `a"  T@*SA'Cm{Ũ#_a.@(@!`J T'CmR@*SA{Ũ#_1 @ p@ g!B` B` 
 4 9g!:pi@2@ a i` , TP"`,	 T h TB``  g /` b ``*   g * 4   "@&B    c!dR2R ?'CmtR!B`!A`  g' '@@4H"`  g /Ra⇟  b$b_  j T"@    c  dR!b.Rk'CmtR'CmRAB`  g' '@@4?#C` cpG{C g[	 cc
 b @7   T# @@`Sp ` T",@C @p ` T'm) @((@ @'9h#0@%@@mc b& @8pcgcep fD T8 ` TgB@ eAcBB a2@2  T R   b.@V0 v.  * * 4k Q"@&B? q	 T  C    c 4ADRbBR ?"@  &B  A`cdRBR ?քB@Ad`.@b 2@a2 `@  0  SHkK'Lm%  `@ `i	 T@@ `	 T     @`&B    c!dRB=R ?SHuR'Lm     "@&BC    c 4!DRb9R ?SHR   pG7@ @B  a T{G*[IcJC#_SH'LmB   ҳ *  4k "@  &BC    c 4ADRbBR ?֠Q qTb      @ &BC    c 4!DR7R ?@ /e"@d*@ @mb@` 8i!8h (e!(d (c  A(a#C  m c)
 TSH R'Lm     @@
&B    c!DR:R ?SHUR'Lm 5@e"@"@ @md*@*@ 8i!8h (e!(d (c  C  c 4  DR!bBR ?քB@Ad`.@b 2@a2 `@  0 @A0@! QA0 oSHkK'Lmy qQ AzT"@  &BA*  C  c 4DRbBR ?*   "@`&B    c!DR"GR ?SHUR'LmX   "@&B    c!Rb?R ?SHR'LmHSk'm\n*kZ @D@mB@BdP c  T@0@@4   R_?#{ S   q * Q Az T!   RSA{¨#_   `"@&B    c!@dRAR ?`2@q   @z T`R!a   ?#{  @S 'm @   
@/m(@@@ ?ր@AmP@ @!8bB b$@ ` (hB` c@ x3`a@0 `$ T 8a`&@Aa0 ` T`"@2@  )` q T q
 T*,@m ,@!` T k(j 9j ll	k@  ?	ij@P!i T`*@ ` T
 /P!i* T@)  s.@a@0 `T2@a.@   qT"Am! @h ` Tdb@bnhh8d`)a 9a	n@ c (b `)`  ?	ia@0 i
 T`*@ `	 T  / i T@ A` @  ?
@`@ F)?  kk T0!j T@@   "@  &B  c!@RR ?@/Dm  gSA A`'Cm{Ũ#_ @ `(a	h  TC)k ` al T  lnhC"	b c k!8b T a(j@` A` 42@_6`@nc@b
@ 9` c (b ` ``.@ @ i T`.@ @ i
 Ty`@a@ 9` alJ	`v(	iab)a	`)ja@/Dm n )`l h)	k i(jV   "@&B    c!@DRBR ?֟@@/Dm?#{ S    pG'	ma@ @   @ t
@ [U   4c# C kc  C   {CG /
m g  P!h
 Ta@t@@(@@ ?f@Am!8b ` (h?	@``@ h@ iL T l@ i T@bA`@A`@A`  q T   `"@&B  dR!@b#R ?@bA`@A`A`@7@  ?	`@ @ hJ T!h T`@ F)_  k
TAA` A`u`4`2@ _6[EcFkGC@/JmG@ 	 g   `"@FB  R!@"R ? ,@ @ hJ  T[EcFkGC@/JmG@   pG@ @B  ! T{C A`SD'Im#_ `"@  &B@  dR!@"$R ?ִ   `"@&B    c!@DR R ?[ckC G /
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 T R  . `2  .  * * 4 Qa.@ q  T  * - 4Q q Ts  #@  BC    c 4ACDR[R ? #@ACB    `cdR[R ?sST @@ AB AB 0@2 t2 d b`. ! @A0@! QA0 lSO[PkR#  a@8 ` T    #@`&B    c!@dR"TRwR ?SO[PkR      #@&BC    c 4!@DR"NR ?SOR   pGo@ @B  a T{N*cQ#_v.@ V ` ` c *`.@  ] * 5z  5@  `"@@z" @'@  T 8a /a*@/@"@ (b"@!8e6  (d!(b (c    /!(b*@!(b  ! C b) TSO R[PkRSO     @ &BC    c 4!@DRLR ?֮ `  ! *@ 5@ `"@  R'@" @ 8a#@ (b "@[@a*@/@B8e@(` 5 /!8d (e!(c     *@c@B8cA(a!(e!8d"@*@c@ (d!(cB8e   !(b`< R <? q Q Az Ts    #@ACB*  C  Хc 4DR[R ?*s@2 ABd b`1*_qD@z T_q T**s    #@@
&B    c!@DRNRWR ?SOCa    #@C  &B  c 4!@*DR[R ?    #@`&B    c!@DRBaRWR ?SO[PkR"SO[PkR`"@  R'@ 8a (d /a*@/@ (b4"@!8d (b!(c   C Q  qhT*S[ksi #@    c  R!@UR SO[PkR*s;Q    #@C  ІB  c 4ACDR[R ? q(TsSt{*s[Q @D@mB@BdP c  T@0@@4   R_?#{ S   q * Q Az T*   RSA{¨#_   `"@&B    c! dR"8R ?`2@q   @z T`R!a  ?#{ S   @'m @  	n
@/m@  ?ր@P@ @$@B ba@`  x3``@0 ` T b@!8``"@@` aI T!8`"9b`&@ R2@!b  !(` q  T q  T qa	 Tb@`@H ` Tc@!c((`5 5c
@ 9`n b (c `k`@@  ?@`a@
n@ A`J9a @J	bJ)aJ	k  ?P!`I	 T@ F)?  kjT@` A`v42@`_6@/Dml  s.@`@ aT!b`&@2@5 R  !(` qATk@j@ h!`l@a T!l((ju 5 9j kgl@   Ѐ"@  &B  c!`RR ?@n/Dm A`SA'Cm{ƨ#_c
@naaEaaa8e(d)`U4@/Dmh	a   TCl`p `, T   l!lnhC 	`p dB8`L T!b((j4@@/Dm n/  )`kh	l/@ a h(j54   "@  &B  c!`DR
R ?  g 	ha c (b a(jU4?#{  @S /m @`  
@'m(@@@ ?ր@AmP@ @!8bB b$@ ` (hB` c@ x3`a@0 `$ Tb&@2@!8b  8a q T q T`@k*@m `
 T j(k  s.@a@0 `Tb&@2@!8b  8a qTa@b@( ` T`
@n!` `!h ha8a a(b@  ?	@`a@0 `j T2@   q 
 T q	 T`*@ma@`9` a-gJ	`I	i@`A` @  ?0!`	 T@" F)_  k T@   Ѐ"@&B    c! RR ?@'Cm  gSA`A`/Dm{Ũ#_`@ `(b h  TC	j"`P a T   ljnhC 	`P c!8`, T	a)k@``A`b`  42@ X7@@o@'Cm`@nbAm`9` c (b ` `	i n )`g)	j h i(k   "@&B    c! DR
R ?ֵ 	ia b (a h(k@'Cm  ?#{ S   pG'ma@ @   @` [U  # 4cC c k   ZC /	m
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m[ @(@@ ?e@Am!8b ` (h	@`@  ?@`a@BA`@ A`@!h@@	h 7BA` A`!l@  qm T   `"@! FBRbR ?@A`BA``A`  q T   `"@&B  dR! " R ?BA``A`@|7!h
 Tp!n Ta@" F)_  kk  Tt@aA` A``  4`2@X7a@t@ `"@  &B@  dR!  R ?[EcFkG/Im7Jm[@  pG@ @B   T{C A`SD'Hm#_[EcFkG/Im7Jm[@ 	 g   `"@&B    c! DRR ?[ck/	m7
m[ Hg?#{ S   @'m @  	n
@ /m@  ?ր@P@ @$@B ba@`  x3``@0 `, T b@!8``"@@` a T!8`"9b`&@ R2@!b  !(` q T q@ T q Tc
Am`@H `a Td@!d((` 9`n b (c `k`@ A` @  ?
@`@ A`l@  g!h@l	l 7 A`!l@  g  q T   "@C  &B@  c 4!`R*R ?aA`@A`  g  q T   "@C  &B  c 4!`dRB+R ?ցA`@A`  g`	7U 5@@  ?b@n!8b!`!(b!kP!a T@ F)?  kTAA` A` 42@_6@@/Dmm  s.@`@ aT!b`&@2@5 R  !(` qTk@j2@mh!`a T!l((j 9j kZel   "@  &B  c!`RB'R ?@n/Dm@SA A`'Cm{ƨ#_   "@@&BC    c 4!`dR,R ?֪!cnEa!c8e(d)`bh	a   TCl`p ` T   l!lnhC 	`p dB8` T!b((j n/  )`e	l/@ a h(j   "@  &B  c!`DR"R ?  g 	ha c (b a(j@@/Dm ?#{ S  @[@c 0@k'm(JӨj@/m7m?	m6@P72 H62@A$  /A`oA` h	Q T: R6 R R  g	 /!`  T@ A`  ?	@`t@ A`!A`*"   t@sr@0 	7   " 9#S   J g R g k T6@`* a@{ h@!`' T l@!`l' T* 4!l% T   g!`,# T R`@ A` @  ?@`  5 	j n$ T  4 	m n( T< R  4 	j n[ T!`& T* A`A`*. @ t@r@0 v 5A` { ? kT@m   ga2@2@ #m  Q ~* . 2  q E T#@ qB T@.@ QqK TqM T@ 5.@.@t@a2@2@6@  kJ  T6 AK`6 v Rln[ @D@[@ a T@@ / @`   @(@ ,@ (c!(b``2@@ m? q] T @ qAR T + g
 gB@@0@bP al! TP a̕ T@4  `@ F)?  kE T R a@  ?֔ qT qD Tb@^@2  !h /i ToA` R4  /6 R R RlA`oA`. / R   g!` T2@ 9`e@`n@  g al> T2@ 8ae@`r@9k    b`  4^@ h T42@
oA` R7 R R R	  |C   `"@&B    c! dRBUR ?sE   RSA[BcCkD'Fm/Gm7Hm?Im{Ψ#_ R7 R R: R`@*l@5   g!`l T R Rt@4r@? k T A`A`*.  t@0 0!nr@A` ן R! R 5 R 	j `$T /S@ R8!`T A`A`*.  sE*4  4     g 	` `9 T8!`*
 T / R( g, T   g!` T* R R T  `"@4BbPR    Х@! DR ?t@r@k)o`A``d2@(a*6@{ Q*  A` R R T  `"@4BUR  DR!  ?7 Rt@r@6 R  4x} 4 / R( g Rk9oA` R R* / R( g R  / g RrA4@?  kmt T / q  T 8a bND@ anU@.@|   RS "@*@ 8a nI TT@@@ q T
 q T q T q T!k T0!j T!A` A`S@  4@@!j_ @`L T!k TA`  g` 4@`@n`c .@#@p j Tp k Ta@`_@  gmLm 4 @_@mX@`*@Lm `L T   g ` T`  ` T /)  
@ @@0 `' T   gp `T   gp `dTa@` A`  g_ g _@g@ 4 B`A`m-@`Lm_@ j T`  j T `  jH T"@@`  g_  B`@ 4Km(g1:d!8p/q	   
 qT!A` A`T RV@``@A` @  ?@`A`q@z TqA T  qT.@.@  b@A F)?  kTg 4b@@@m8!kT0!jLT)iOm /*@ gT jhT / /c s6 R R Ry     Bc  @  !  R_R ?sEs@   g@=P `.@L T< .@ g 	 g q Tq
 T@5.@U.@@ hT /@ Rx. @m|( 0 m  qT.@,@. Bdt@.@2@  Q2 AT 50   C.@,@. 3dt@.@2@  Q2 Q 50  sE  R#.@@ @	@``@ @  ?@``@ F)?  kZ T A`A` R8 !`.@i= T0 . t`@ F)?  kV T&@   g@t@P `@, T@@`?
@``A` RAA` X!`? T2@@M Ղ, 2  ,@ ~   `"@@	&B    c! DRBVR ?sE     Bc  @  !  R"fR ?sE.@  q? T5,@   `"@&B    c!dRb#R ?sE   g!`,T   g!`TA` A`  g_ g _@g@`4 B`!A`m@`_@Lm.@ @`@0@`?
@``A` RAA` @X!`.@i4 T0 .  + g
 gB@@0@bP a  TP a6 T@4 A4@?  k6 T / q  T 8a bND@ anU@5>   RS @@@@Dm  T2@9`B8c @$@!b @9` c (a n) TT@ q T ՟
 q  T q T q! T!kd T0!j, T!A` A`S@, 42@@X @@0 jL T0 k T@`  g_ _@@4 4@`@`_ |c @  g@ a) T`_@   g `$ T	  @@ j T kD T /c @`@`  g_ g _@ /g@  4@`@`_ U@`_@ Dm'@*@ 8fX ` (a_ 
 T /B`!j T``g   j T `  j( T_@@`  gA` 5 !A` A`T R|@``@A` @  ?֡@.@!a@` TA`-q@z  Tq T  qT.@  b@A F)?  k+T) 4b@@@mD q!kdT0!j,T)iOm2@A`q@zAT.@  q`T.@B8c9`@ bQ@
@@8g a 8abL
 T j / T k T@`@`  gmo |Lmo@@ 4@`@`m@`Lmo@@`@`m@`Lm`  /  jg@@ j	 T k T@`@`  g_  /g U_@  4g@c ] /A`c 
Dm / 8b0@`'@` (a_ e   `"@&B    c!@dRB9R ?sEF j / T kD T@`@`  gm,Lm@ 4@`@`m@`Lmo@@`@`mV@`Lm /  gA`c (@ `
 T @ `i T`"@    @c  !dRRbsE /  gA`c  ?0 +=bt@+=@2@  Q2 <Lm9g(cc8pog  / g@ ` T<<<a@"0@<B Q6 "0 a.@{ @ `, Tat@2@  Q2 . 2 .@{A`c c@  / g`. at@.@2@ ! Q2 2 `e5A4@T    ?  k T 4`"@BB  R;R ?UA4@?  k- TT     `"@4B  R%R ?E    =<    =<:aa@ 0@  Q 0 . 2 @   g@ / ` Tc f R@t@m2   A` gc y :R`"@  ІBT    Ѓ4BR ?b@@@mB@@0@B` $R`"@  ІBT    Ѓ4R ?b@@@mB@@0@B`   `"@`&B    c!@dR"R ?sE@   `"@`&B    c!dRR ?sE2 T  `"@  ІB4  R%R ?`"@4B  R;Re`"@    @c  !@dRRasE`"@    @c  !@dRBRasE ?#{R @@rS_ kA T[ cW    @"@`"  `! Ta2@# !l! 2a2  " @ q T q@ T_  q 3B@   t@  oR@/  cPB` d*@bB `@@=@&@CxS
  k. cF = <@)& R )`! T2 !xa2 dA 6 \@h@ ad Tl@ a T  @` | ga2@!l 5!  2#  a2 " @ qaT_  q B,  `2@ x`2 @r 9 X|}_* 6 ^t@`6@>  7   =&@ <` H7@`   %`J w`u`G 5`@  @ `
 T `  g  a	 T[BcC#@: SA{Ũ#_`6@6 >  6a.@ R@ @r"@?  k T q Tql TX    @  "C  #C @` {` a T b T c T   kTt@~}>@ \^ c@> `<@1^t@Ra6@@  *`6  Х    Bc  @  !  dRR  ?ַ   `"@  &B`"  c! DR	R ? [BcC#@_  q @&B  'i`@2 t@ h@2@0 `l Tl@0 ` T@a6@@! 22 a6 : ! 2   fB  ca2   ! R"R ? 6@__[BcCs@@`a6@@! 22 a6  @`l@0 `T`2@  2`2 K   #  &B!c 4A  $R!!R ?t@@`6@3 Х  `"@&B  A  c!RBR ?t@@`6@# R  &B#  A  c 4!$R ?t@B RҀ>@ ]     c!  !dR
R  E  R]   #  A  B` c 4!$RR ?֘ R)   #  &B !c 4A  $R! R ?t@@`6@> t@   =>@  =a6@ R2 ~@~}^ > 
 q Tb n!(`t@  n>@   b (b a x    ATt@RdҀ>@ e]   җ  g>     c!  !dRBR  RV] ?#{  [  R @r.@?  k! T6@S@c6@ 6@  r@ k@ Tr !|}7] 6 @6@@?  q-	 T  7 RX R#  g Ձ>@ xs @z36@@zss  `  h kLT#@r@@   s.@^@~  2 
 q T  T@6 r @ 5@ `i T
 qa  T6 r 2@"! _@ q` T_ q@ T?  qB@ !3! SAcC [B{Ũ#_7 R ?  qB!@&! ?  qB,!!  ЄR"@)R&B    c  !  ?[BR{Ũ#_   "@"&B    c! DR.R ?֡@  RSA64 [B8p cC Х    Bc  @  !  R)R ?րR    c!  !dR
R# 0  R\ ?#{ [ @S  c HR r  k T'mj)@`/m
@` h@`7m@`L@`?m (j@`W ?G a!	a h (j?)k  PdllCg!	a	m o (j?@`  pC!	a o (j?)`  G@ 	 gO@ 
	p g  d)mqbPdC  )e gg 	a)qS  (j	if?@`  CO %	e(j?Im  JmC  (`C  "bCp(d(bif)g8
 !	o`~	m!(j ?Im l T5  l@
@ 	`B Q (j k* T@|| ))j h! 
 _ k T!@    /Emh!'Dm7Fm?GmG 
 SA@`[BcC{˨#_ lAA`  g/	`)j	m 5  R O@5SA@`[BcC'Dm/Em7Fm?Gm{˨#_A R  ga  SA@`[BcC{˨#_`~A`fA`A`A`A`@A`G@O .@`ImdA`A`A`A`S@@`)`'Dm/Em7Fm?Gm?#C pG( `{ 'm @  	 /) T  pG@ @B  ҡ T{B A`'EmC#_)(`(@`[   gS#`/m
@`` a
 T 7mC ?l@`	a (j?@` A`?@`  PdlCn)m	a	c (j?	@`   pC 	` (j?')`  
 	 g! g  p	a gA`dA`@A`A`(nA`@C (iS hc	@`@ 4 `"@FB? q@ T    A   %c!DRR ?SC[D/Fm7GmC@   `"@#&B  A  c!RR ?SC [D	 g/Fm  #  @$c 4A  DR!BR ?S[/m7mC [ ?#{ S  0@'m@`	(a  7`@ A`@  ?@``@ A`(@`@  ? 9`SA'Em{ƨ#_"`#  a@  g[@ `4@@@
@	 T@!` T"@ iD T@ k T   @!@ !` T k Tc|| Ajwk TB jx i TA8h A`b c@`jx  @s  @ )ak  T_0 i Ty   ~  A!9ck T`@`L )`[BcC#@   kTy   ~  A A`[B ҂@@SA#@'Em{ƨ#y   ~  [B #@  gSA A`[BcC#@'Em{ƨ###@` !9c ~A  @`@`@  )`[BcC#@A!9c  ?#{   S / /m7mC%4C @ cpG# g@CmB@# @ F<@ R8`BfcLe7 `M 5{@x+@x7|@   c
C  R  _ 4 7b QIi q T Օ
 nk Tb  i[@`b i[@` A`*Z	m `@{4 kTZCkT !`)  ) g  
 g`O@@  ? kJA T@t#@|{h@@A`
@(k@,7y+@9g3 #a@7 R? q@, T? q T#? 1 TcR#:&`A`@* 
@*   4{@b#@U `@V@g@|}`  q T|}""3@= T R \ R[9mA`  A``{@a@ !  k @ `  j' Td#@ t@@ `2 Thv$  / bj``?  qM T`@  Rl  b!  Qjcc(omn? q` T |@ ՠz`z`  Ѡ9`a!(b 1!T	a@ Ҁ`@  bh5 T ~ h,- T{@ a@? kT!l  R Tb   	a C  4C0 h@    Lbk	`b`A`@#*	 jv*@5  ' 5h@!@@  :hv@@  q) T|@A%J#  nl d Hyd"A`N{d A`A` 5      	T /WC 9   Ձ% Q._kf q@ T |@@{`{`  9`a!(b 1!T	a@m)g!pi T"A`A` 4   g  R!l	 T)noG RdCb  @8```aB(`c(a TBc(b q` T' R"a  T"A`A`5? q	 T@`A` `  j T ~!`	 T{@9   Q# e@ kT qAT`+@ qTB@H `Tg@o@@8a-b@`a	a!aI! T  {@ ga2@ 06@   * 4`#@ b@ @hv"`Am! hb `)`A(a\ 5@{@	` hL T@   3@`5`#@;  :oA`zy Ҝ)`@`  _N@!``T	oy+@  R3 #a@ R? qTa@c R?  q   Z q!T`A`@*2 
@*U  4`@ @ @U @@ 4 4`#@ 
@` bKB{ A hbu@mX  s@`@a#   q T|}Ӣ2A# T RZ RZa"@`JA  AA @AAAAAAAAA`   pGA @B   T7@CSA/Gm7Hm{ʨ#_{@  g   `,C ` g	bP h ak	`u{@c Ra@b#@?  q   ZU  qAT@`   R( g@     R `#@ @`)``   V / |} ҟj!j!!  ?  T   `"@  &B &  c!dR
R ?AAAAAAAAAAAA`R7   ҿj ?k    ?  T{@  R( g   `"@&&B    c!dRR ?n    gBc{@P a`X  У  c!  !dR
RE  RW  ?#{ S t @ R[@r _ k	 Tғ!    3@@c @@)BP)! n"    @e d* =` =@`=c: *@`=b= |{@d@  " c	)B a `> X { 'm`"  5J EYCY@ (@ q@ T q T ( 4   "@`+&B#  С  c 4!R#R ?ց@@?( Y     У  Bc     ! dRR ?[B SA{ƨ#_! @? qMd TӪRr |3 ` |K  !  K? q  T R"@  &B (#  С  c 4!R ?ւ@6@@ @c 2|3!` |K    @  6 @@`  @  R"@  &B(#    c 4!R ?ւ@! R6@A(   26 @ @  q    Z q T@@@Q #EmMmp acaP `BL`#mm! m1@@0@b `b@ ad T4@ a T2@x 7b
@`j@2 @ ?@`@@ l@  ?@` A`  g I 4@  @C  `@C b a7 T @`  a>@4C`r@!b(`@? 5`v@B 5J * 52@@86J@@?  q!ğ !|~V` @H@ @  @ q T @$ @ a  b b*"|{* !` @ b0 ` Tk  Tx$ @ kTI  k }@cГ?k  T x   @?  kT[BSA'Dm{ƨ#_   "@+&B#    c 4!Rb%R ?ր@@ 0@ab@0 ` T4@0 ` Tab 2@x'6a@/mib@ A:  A`  ?U `1 Tvw  g@bA` A`A` 5" T   "@,&B  С  c!dR&R ?[B@'Dm/Em@`ab  @`4@0 `LTk*TB @ @* b0 `L  TB  kT! @(  R"@  &B *#    c 4!R ?ւ@6@A @  2! A  6 "@    Х.c  dR!`'R@/Em@x[B'DmB@@  @WB@WB @; UR
 g    ?֌U ` T q T A`!A`Z@`a@a@  ?`  jHT`fAARhb   *`f2@I 6@`r@ 5`v@  5i@ @ `@
 g  h>@`@B  BV R0 `C	l!`0!a, T!9`A`  ҉` @`>  <@ `  jT@A`@ Ҁ`@ !8`@a>@(a `h>   jT!`T!ki@ T q T@	l`@6 R`@0 `!`0!aL  T)@`  a@@C   C!b0 `1 T@`  `@
4C`r@+9`
	jJ	a@ 4h!`  TaAaBA`.@` @  g!`  `2 T	@ `v@  5@  l@k@*`@b>@4C  P!lk	b @C 
Jlk	aP!ik	`JMi*` V  7  BҀ V `6   A9lbA`A`CB%ĉR    ҿ     m@`!9jbA`@A` ң& |&@@!(`
@ !||&  U`/ @ uB   g @@ $@` < @ a$ T `@$ T  C	a!`+ T@@/EmN  g a a@`6@  C aL T@`r@  5@`v@a@ `@`4ba`  @ gi@ `  a(! T `2@   C a T@`v@@5`r@ 4@ba@a``@` @  g`@ `  a T `  g  aT@i2@" g`@!A`@`@ 4l@` A`A`	bp@`@g !@   g!`  ` T@i6@" g`@!A`@`i 4ln@` A`	b8h8cR@`@g !@   g!`  `h Ta@ A`  ?/   "@`2&B  С  c!`dR[R ?~  @C a T  C a Ts   "@*&B#    c 4!R!R ?ց@6@@?(   26 fh!`  T A`BA`aA`	@`@i 	@  g!`  ` T `2@r ` g@`6@v ` d   "@ /&B  С  c!`dR\R ?7   "@ 0&B  С  c!`dR]R ?*   "@ -&B  С  c!`dRR ?@/Em BR"@  &B'#    c 4!R ?ւ@ R6@A    26      ХBc     ! RR ?ֶ   g0 `!`v   "@0&B  С  c!`dR/R ?@@/Em   "@-&B  С  c!`dRR ?@/Em"@    Х /c  dR!`5R`@@/Em"@    Х 0c  dR!`6RR@@/Em"@    Х`1c  dR!`BRD@@/Em  /m    Хc!  !dR
R  3  RS  'm/m    Хc!  !dRBR  #  RS@!x@/Em   ?#{    T@  G  TA@ !G  `  G{# _{#  G_ G A T{#d@ b R {#b R.T ?#C'  pG{C@S 0@[c @'    T@ @_   T`     _   TxeaTR@ 5 RRR  
 l@  q T   ҡ    = `~ !3sA9 O=# _Lq T@e @ pA9_Lq T |@\ @@@"! T
@   T@@  @ 	 T@ 6d @?r T  T!(7  6"@# 7@a  ! Rʣ *  R? 1! T   `@ 7  `     !pG'@" @c  ! T{ESF[GcHC#_֥@T  G Tn@"  q T  TG  " R!2  @R  	 T (6d @  񄤄_ , T76"@a  ! @a  TG   R!8  @R2TA7"@  TG  !`5  @\T  TG_ @    @!   ð 0  ! 4R  TG  " R!2  @R! @_ T MT  TG  !:  @7T  TG  ! 7  @0T  TG   R! 8  @Rc @c7n  TG   R! 6  @Rs  TG   R!9  @Rk.S ?#  O  BpG{ !GS @ @    R ` ``````2= ` T !C #  1 T`@cAa
B `CcD
a
E`2=  pG
2=@ @B  A T{PSQ#_ R  ?#{ S   T@  BG&@    qD@z T@ R @_  A Ta@@?  $AA T`@@S&S k T	(7`@(7@ q	 T q T @$ @ R k! T3 R_   T*|R  q*SA{è#_ ДG_  q R TT  q T`TB R R   BG !G  q AT T@ 7  Ѡ   @3 R*SA{è#_4S@ @y$ @ynQ *? r  !  rf `    @9$ @9@ ?#{ S[     C-R  S `  R2R a@ 7! a A [BSA{è#_  XS     CR ` S    RR@ !7! ѡ RR[BSA{è#_֠@ 7  Ѡ `    R?#{ @    R @ra.@?  k T`@ @  ` @`  T n!`L  T     `"@#  &B <  c 4!@;$RR ?!`i T n!`* T`2@? q@ T @ q T A`@ @ {¨#   "   `"@&B    c!@;RbR ?@ {¨#  g_ A`@ @ {¨#  `@@@ l@{¨#_`@@@ h@{¨#_     Bc     !@; R"R ?     Bc     !@; R"R ?@@   `"@&B    c!@;DR"R ?@  ?#{&  c CS[# -Q        @  1@  T v6   @  1@  T  @u   1@  T  @y  1w. : @  T   @  1@  T t2 >  F 	
R[BSAcC#@{Ũ#_  ?#{    ` R  ra.@?  k T ` @` T T   `"@ 7&B#  !  c 4!'$RRR ?!` T@  @{¨#_ n!`d T T   `"@#  &B 7!  c 4!'$RRR ?`@@@ @{¨#_`@@@ @{¨#_   `"@&B  !  c!'RQR ?@  `@@@@ b @	a hb    x ` ``!|@0 `L  T  ! @xa0 `Tb@@AQ)@   k  k{¨# Ђ_     Bc!     !' @(RQR ?  ?#{ S[c 
 @! !EBH@b
 @ ? t @ dP @
   .Q@  7! с   @ 7     3 ! ! FyP7! !EsP 77 [BSAcC{Ĩ#_  G  @O  4@QQ ! !F\P`6`@ 7  `   [BSAcC{Ĩ#_ֹQ QQO  
Q@7  р ` Q?#{ S ` P    P a@ 7! a   SA{¨#_PSA{¨#_ SA{¨#_  ?#{ chG @S    T cG  T4@t @# $_ j TSA{è# !B  Rc
@ B  B  *  _  q    T` @`@  1@  T` SA{è#_!B  Rc
@ B  B  *  _  q     Ta@3x``@  1aTP  O @!7! с P@B @ ?@ @!     G   @;O@ 4 P@@?#C )qGC{  W=  [=_=c=g=k=o=s=B R&@   C+)A  >N    N ?#{ [@S V@@7@6V@ 6  FP    P@  7!  a  $P5 @`T@`	6S
   G  T`@ T@` 6aV@76`@  1@  T` MN  @ 7  Ѡ   SA[B{è#_ SA[B{è#N  lG  SA!`[B{è#  @P  bO SA[B{è#O  lG  !`  @P  lG  !@  @sNN ?# pG{ S3[C  c#  k;  @     8N 4b@@"   Ō@  @ T @j&$N5 !pG@" @c  a T{BSC[DcEkF;@#_ @ T@@	6  @"@  TB@ @ @ TA@@@j!@  QM  q  TT@3N   @ T@`6! T  @"@ @ T{#  T`@  @ T  lG  !   @M  ,M  q+ T@@T{# aT  lG  !  @M    lG  !   @M  M@}N?#{ S [ :F O@ 4`@   1@  T`    A; B @ ? RN#h` 6h î SA*[B{Ĩ#_`@:F?  ` TJN  5  TG  !  @/O cw@  dG@?  a T N M`
  9;G     tA N`5^O  ^N M cC `A  0O    еb	 ;G9  A   1 T A L 3 zNa@ *  a7`  N   	N   !	]N:@ 7! ѡ    N:F  N  cC cC  TG  !`  @NcC N    TG  !@
  @$MWcC o  _$  ?#{ S [*cq T`.@2x? k Tc 8 k T R@r k T R@r k T`@  @@ 4X`@@  p@! g' 'm a/m7m
 T / t@! g a T n	 /
8kb Rl.A`b)ml A` ?`@@` ?A	h 8k!~0 i)al T kTl  '@SA[BcC'Em/Fm7Gm{Ȩ#_a R r k` T@R r k
 T`@ 0@	 4# Y9S7`@ @ /m
 /b'm RIA`7mMA`l Ոb)lk A` ? *a@"@@ ?!` Ta@  Q"@@ ?8h!`	 TP!h))h T kT)k#@   Х  У   Bc    !@ @)R"R ?}R`.@2x? kT k	 T!  k TxCu`@  @ 5 Х  У    B  c!@ @)RRSA[BcC{Ȩ# )@`9`
A`V@ ?@``@_@  ?bX!`))m T Ѕ      B  c!@ @)R
R  Х  У    B  c!@ @)RRx-
 /# y9m Х  У    B`  c!@ @)RR Х  #@  B    Х`c!@ @)RB%R?#{ S  $@[a
 @  t*@ `Z@  q- T @@  " AT`@@  u SA[B{è#_?#{ [  @S&@ .@ 
 @ /  @` # @"(@ (c!(b  !,@A2@ Ҡ m R / bBh@ x bR b  q T`@ aD T`.@@ &@ !(bh!!  @R@ kkTSA[B@{Ĩ#_s.@ ТR"@  &B7    c 4! DR ?@~} P@ k
T  $@ h"B  @ P@ k+TSA[B@{Ĩ#_!`l  T   6@  b h  x  q ğ |}}L  @&  /s @`    c  !dRBR  R3K  ?#C ~{ c   pG@ @  Ҡ @   q- T S[ k*; C ? 
n'm	 g  "A`A` @` 5 /U  _ " H`"  @ @hz5  k- T"@m? q,T9`A` `@ T@`u  _(a`  @" "  @hz5  k,T Q q T ҵ~@v" їB 	| g   q` T`zuzuzuzu 8c!8b a`z5 ѿ q T? qMTA`zu`zu5 @@a @{u  ?
@``zuaLJ	i@	``z5 ѿ qT @ @ q	 T Qb g%b" C * k T_|@ @@`z`#x`Bx`!8c 8b a`z   џ  kT`zc!  Bxczc 8b a`z#c  kTe%  g`@ `  a Ts"  ATSC[DkF;@'Hm?@  R  SCR[DkF;@'Hm?@ !pG@" @c  ! T{BcEC#_b@m@ 8b a   g  qTS[k; ? 'm=K?#{  5 &|@   A6{#_xdx$   T!5axdB@a!(bG @ J!hja7 )|@( Q     bydx$ ? T!5F@bxdD@hjbH7}@ xaxa! A8a ` (cA6B`B(d?#{ @@@B ba @@``  x#آa @@0 `L Tc{ @  qhc@@$$ 8`_$ T |@Bx`#x`  8bAa!(c@6 a@{# (a_! "{Ӏhb0 `lT  ?#{ S  @a@a@`
@  b 5 R a x?  q!a !|~I @ @)a
 @  B Q? B| @ q T@%  R  b b @** !`C#`@ aD T _ k  T!y% @kTf _ kBЁ k
 T|@ "y   @?  kTSA@{è#__ kT  |@ #d|} !@  @!  aD  T  _ k*T  Ѓ  c  !dR
R*I?#{ S @a
@)  ! `@!|!|}pI  @` S0@  R C@B @`@B `4   B|}`4;I@s*@! @! 4K@SA@_0 {è#_օ  Ѓ  c  !dR
R  RII?#{ "(@ @#CmB Cmc @B8c 8a q T q@ T q T{#   @  &B    c!@RBӀR ! @8 ` T?|?|# m{#_! @8 ` T?|E @ ` T?| E @ `l  T?|n`aaepaPpaBg#D m(e!(e`!`(pA8a! m{#_&$@  g di  T?|  g gj  T?|P$@"di  T?|"gj  T?|a`$ae ecda&
f
qa
euQsEgdDdbacwlo
r
s#P m
vru x8s&:f(c8t8rc(`0p gFga(p8p8`   8b(fb(f!m"  ?#{ @@! b @!`  xB`   @ b T&|@b"B    q8cB8c@xf!b  T |@ `Bx`   (b6{#_# &|@@ "c|@ |@ ˂B@     x` bT  ?#{ [ S  @!VNA  6JAk@ q@	 T q TR@  q- T  ~@9Cc      @{t  9T  !@3cC  !`.kD  !)  ! %JA@q  T TD q T q` T@ q T[BSA  {Ũ#!@Dq T@q T[BSA  {Ũ#!r@"SA @  [B{Ũ#Ճ  &Bc  R! R [BSA  {Ũ#! [BSA  {Ũ#![BSA  {Ũ#![BSA  {Ũ#!@ ?#{ S   @[ck  qM T6@ q`) T7@`@  1@  T` J A    E E@DI  P   @s  1@  T@ I * 1@S T@@ 7  @ %  
 5 {G / T@  1@  T 
@    T @9xx!@! 1@  T!    @ 7!   "  @ T@"6`@H@L @ ? Z: @@ 7  @ `  @ T@36`@H@3 @ ? J I V7@@ 7  @ @' 
@  lT@ '7   & 
I2  G`@ EH@q @ ? p   E<+F@H `S   @  1@  T` `@ !EH@bp @ ? |p `@ 7  ` i H * 1`o T@@ 7  @ j @ 7  р N ;D 4     "E E  ҤAFR  u    E B !E )A w @  BxG3 !|B aw T#@WG |SA@ j 5 7! A a  H  E )EB  !E ңA` X @ 3@!@F w T#@8G |SA@ k 5 7! A g   E )EB  !E ңAC  v @ 3@!B v T#@G|S@@p 5 7  @ m   E )EB A !E& s @ 3@!B t T#@F|S@@ap 5 7  @ n ;@F7@E  GD  r @ 7  р m 9 `k `@ 7  ` K .H G(H&H @ T@7  lG  !@&WR!R  @  LH  `@ 7  ` `   @ 7  р   sE    **c D4  Ҁ@ 7  р     @ 7  Ѡ      @ 7       @@ 7  @   `@ 7  `  [BSAcCkD{Ȩ#_G  T@  1@  T 
@   T  @9xv!@! 1@  T!     @ 7!     @ T@6`@H@"* @ ?@  @ 7!     @ T@)6`@H@") @ ? D 1HD7@@ 7  @ & 
@ T@ 7   @U @  1@  T sE ҊGFF eGG|GyGvGdsGsEgoGlG[BSAcCkD{Ȩ#_   WjRRTmG` oG  B   F  @  1@  T    @  !G A T @  1@  T  A@R!07!SR? q  T? qR @@ "EA @! 1@  TA    h *MG @D   Rc q  TR k R@ R c @6(7@?  c 7  c; b@D@8  0 T@@	S@,(7C@c@? k* T D7@{#  T@ 7  р 4    !GE @ ) TBF) 5  T  ұ@ 7  р @2  Rx"RE 4    E@"H@7 @ ? 5 sy  lG  R!@&"R  @  GE R"R ҮF(lRR    @@ 7  @ `   Ҟ ҲF`@EH@1 @ ? 2 5+F E@F @3   @  1@  T@ @@ !EH@"5 @ ? @@5  7  @ `  F?F * 14 T@ 7  р `  F`@ 7  ` `  zF 5  G    B! 
WR  @!R   EsE`R"R&EcFE [F!E`6    E@"H@6 @ ?ր4  _     "E E  ҤAF 4    E B )!E  A  3 `@  BxG3 !|B 3 T#@D |S 5@ 7  р ,   E )EB !E ңA 1 `@ 3@!G 1 T#@D |S 5@ 7  р @,   E )EB  A !E `/ `@ 3@!B !2 T#@D |S  5@ 7  р * ;@F7@E  G `0 `@7  ` EE}  rRR7R R   ҮR R   Ҩ7~RXR   Ң;@| ?@  C rC @ c @ @@6:@(7@    `<D  5@? D\dD)  җRx"R~E  G  !   @E@ 7    RX"RlE"RwR"RR ҼsE  җmRRg0D r r    ? H'D ~nRRwnRR ҡ\EZYEmqRR җRX"ROE7LE ңRX"R.  kRR6 !G  TD@  ?  җRX"RsRR q  G   !@   @kRRCC DC ssE   pRRsE   7zRR RX"RC@    E@"H@ @ ?`  `D  WqRR&D |SGC XzRR-DUtRXR &{RR   sE wR!RDD |SFDvRR   WtRXRC|SR  uRRDC|Sb  WwRR  G  !@  @JC mRRD^CMsE   ҷ|R8R   }RXRyDC |Sc   wR RkC |Su   R R` !G  T !`@D 6  G  !@  @
C  wzRRPC |SqC[   wR8R=Rx"R8  \G  !  @}D?#{ S ks @; @| @ q  T_  T[   Qc8  w   o o@ s_T[BcCSAkDsE{Ǩ#_֟ d@m  T T[ _ m T  PBs_TSA[BkDsE{Ǩ#_ATB kDSAsE{Ǩ#:B _$ A Q? q T$ՠ  TG?#{     @!`B{#  _֣  c@cHa8a  ##` ֟$ _֟$  _֟$Հ _֟$@ _֟$ __$ q9p  4  _ * |_ 15;_ { {_        pmf     s#      cdf     pdf     dpdf    logpdf  __init__        exactly %.200s() takes %.8s %zd positional argument%.1s (%zd given)     unuran_wrapper.pyx      scipy.stats._unuran.unuran_wrapper._URNG.__init__       Memoryview is not initialized   scipy.stats._unuran.unuran_wrapper._URNG._next_qdouble  scipy.stats._unuran.unuran_wrapper._URNG.get_urng       BitGenerator     while calling a Python object  NULL result without error in PyObject_Call      ../scipy/_lib/unuran/unuran/src/urng/urng_unuran.c      ../scipy/_lib/unuran/unuran/src/utils/umalloc.c name '%U' is not defined        Acquisition count is %d (line %d)       scipy.stats._unuran.unuran_wrapper._URNG.get_qurng      stringsource    scipy.stats._unuran.unuran_wrapper._URNG.__reduce_cython__      tuple   Expected %.16s, got %.200s      scipy.stats._unuran.unuran_wrapper._URNG.__setstate_cython__    argument after ** must be a mapping, not NoneType       too many values to unpack (expected %zd)        need more than %zd value%.1s to unpack  scipy.stats._unuran.unuran_wrapper._unpack_dist.wrap_dist.__init__      scipy.stats._unuran.unuran_wrapper._unpack_dist.wrap_dist.pdf   scipy.stats._unuran.unuran_wrapper._unpack_dist.wrap_dist.cdf   scipy.stats._unuran.unuran_wrapper._unpack_dist.wrap_dist.pmf   _validate_qmc_input     scipy.stats._unuran.unuran_wrapper._validate_qmc_input  scipy.stats._unuran.unuran_wrapper._unpack_dist.wrap_dist.logpdf        _validate_domain        hasattr(): attribute name must be string        scipy.stats._unuran.unuran_wrapper._validate_domain     numpy.core._multiarray_umath    _ARRAY_API      _ARRAY_API is not PyCapsule object      _ARRAY_API is NULL pointer      module compiled against ABI version 0x%x but this version of numpy is 0x%x      module compiled against API version 0x%x but this version of numpy is 0x%x . Check the section C-API incompatibility at the Troubleshooting ImportError section at https://numpy.org/devdocs/user/troubleshooting-importerror.html#c-api-incompatibility for indications on how to solve this problem . FATAL: module compiled as unknown endian        FATAL: module compiled as little endian, but detected different endianness at runtime   scipy.stats._unuran.unuran_wrapper.get_numpy_rng        ../scipy/_lib/unuran/unuran/src/distr/distr.c   'NoneType' object is not iterable       warning ../scipy/_lib/unuran/unuran/src/distr/cont.c    Overwriting of PDF not allowed  Overwriting of dPDF not allowed Overwriting of CDF not allowed  Overwriting of logPDF not allowed       ../scipy/_lib/unuran/unuran/src/distr/discr.c   delete exisiting PV     Overwriting of PMF not allowed  scipy.stats._unuran.unuran_wrapper._pack_distr  scipy.stats._unuran.unuran_wrapper._validate_pv __init__.pxd    type.pxd        bit_generator.pxd       messagestream.pxd       scipy.stats._unuran.unuran_wrapper.Method._check_errorcode      ../scipy/_lib/unuran/unuran/src/utils/stream.c  scipy.stats._unuran.unuran_wrapper.Method._rvs_cont     scipy.stats._unuran.unuran_wrapper.Method._set_rng      ../scipy/_lib/unuran/unuran/src/urng/urng_set.c ../scipy/_lib/unuran/unuran/src/methods/x_gen.c scipy.stats._unuran.unuran_wrapper.Method._rvs_discr    Out of bounds on buffer access (axis %d)        scipy.stats._unuran.unuran_wrapper.Method.rvs   at least        at most rvs     set_random_state        scipy.stats._unuran.unuran_wrapper.Method.set_random_state      scipy.stats._unuran.unuran_wrapper.Method.__reduce__    self    free variable '%s' referenced before assignment in enclosing scope      scipy.stats._unuran.unuran_wrapper.TransformedDensityRejection.__cinit__._callback_wrapper      scipy.stats._unuran.unuran_wrapper.TransformedDensityRejection._validate_args   scipy.stats._unuran.unuran_wrapper.TransformedDensityRejection.ppf_hat  int     scipy.stats._unuran.unuran_wrapper.SimpleRatioUniforms.__cinit__._callback_wrapper      scipy.stats._unuran.unuran_wrapper.NumericalInversePolynomial.__cinit__._callback_wrapper       scipy.stats._unuran.unuran_wrapper.SimpleRatioUniforms._validate_args   scipy.stats._unuran.unuran_wrapper.NumericalInversePolynomial._validate_args    ../scipy/_lib/unuran/unuran/src/methods/pinv_sample.h   PINV    'keepcdf' not set       area below PDF 0.       ../scipy/_lib/unuran/unuran/src/utils/lobatto.c scipy.stats._unuran.unuran_wrapper.NumericalInversePolynomial._cdf      scipy.stats._unuran.unuran_wrapper.NumericalInversePolynomial.cdf       scipy.stats._unuran.unuran_wrapper.NumericalInversePolynomial.ppf       value too large to convert to int       an integer is required  scipy.stats._unuran.unuran_wrapper.NumericalInversePolynomial.u_error   u_error scipy.stats._unuran.unuran_wrapper.NumericalInversePolynomial.qrvs      qrvs    scipy.stats._unuran.unuran_wrapper.NumericalInverseHermite.__cinit__._callback_wrapper  scipy.stats._unuran.unuran_wrapper.NumericalInverseHermite._validate_args       _validate_args  scipy.stats._unuran.unuran_wrapper.NumericalInverseHermite.ppf  ../scipy/_lib/unuran/unuran/src/methods/hinv.c  HINV    scipy.stats._unuran.unuran_wrapper.NumericalInverseHermite.u_error      scipy.stats._unuran.unuran_wrapper.NumericalInverseHermite.qrvs ../scipy/_lib/unuran/unuran/src/methods/dau.c   DAU     PV. Try to compute it.  PV      relative urn size < 1.  scipy.stats._unuran.unuran_wrapper.DiscreteAliasUrn.__cinit__   scipy.stats._unuran.unuran_wrapper.DiscreteAliasUrn._validate_args      scipy.stats._unuran.unuran_wrapper.DiscreteGuideTable._validate_args    scipy.stats._unuran.unuran_wrapper.DiscreteGuideTable.ppf       __pyx_unpickle__URNG    scipy.stats._unuran.unuran_wrapper.__pyx_unpickle__URNG ../scipy/_lib/unuran/unuran/src/methods/dgt.c   DGT     relative table size < 0 scipy.stats._unuran.unuran_wrapper.DiscreteGuideTable.__cinit__ View.MemoryView.memoryview.setitem_indexed      PyObject_GetBuffer: view==NULL argument is obsolete     View.MemoryView.array.__getbuffer__     View.MemoryView.array.__reduce_cython__ View.MemoryView.array.__setstate_cython__       View.MemoryView.memoryview.__getbuffer__        View.MemoryView.memoryview.__reduce_cython__    View.MemoryView.memoryview.__setstate_cython__  View.MemoryView._memoryviewslice.__reduce_cython__      View.MemoryView._memoryviewslice.__setstate_cython__    View.MemoryView.array.get_memview       View.MemoryView.array.__getitem__       View.MemoryView.Enum.__init__   View.MemoryView.Enum.__reduce_cython__  View.MemoryView.memoryview.__str__      View.MemoryView.memoryview.__repr__     'NoneType' object is not subscriptable  View.MemoryView.__pyx_unpickle_Enum__set_state  View.MemoryView.Enum.__setstate_cython__        View.MemoryView.memoryview.get_item_pointer     integer division or modulo by zero      value too large to perform division     View.MemoryView.pybuffer_index  View.MemoryView.memoryview.is_slice     View.MemoryView._err_dim        View.MemoryView._err    View.MemoryView.memoryview.convert_item_to_object       View.MemoryView._memoryviewslice.convert_item_to_object bytes   'NoneType' is not iterable      View.MemoryView.memoryview.assign_item_from_object      View.MemoryView._memoryviewslice.assign_item_from_object        View.MemoryView.__pyx_unpickle_Enum     can't convert negative value to size_t  scipy.stats._unuran.unuran_wrapper.__pyx_unpickle__URNG__set_state      View.MemoryView.array.__getattr__       View.MemoryView.memoryview_cwrapper     View.MemoryView._unellipsify    Cannot transpose memoryview with indirect dimensions    View.MemoryView.transpose_memslice      View.MemoryView.memoryview_fromslice    View.MemoryView.memview_slice   Missing type object     Cannot convert %.200s to %.200s Index out of bounds (axis %d)   All dimensions preceding dimension %d must be indexed and not sliced    View.MemoryView.slice_memviewslice      Step may not be zero (axis %d)  memviewsliceobj local variable '%s' referenced before assignment        View.MemoryView.memoryview.__getitem__  View.MemoryView.get_slice_from_memview  View.MemoryView.memoryview.is_c_contig  View.MemoryView.memoryview.is_f_contig  View.MemoryView.memoryview_copy_from_slice      c       View.MemoryView.memoryview.copy View.MemoryView.memoryview.copy_fortran View.MemoryView.assert_direct_dimensions        View.MemoryView.memoryview.setitem_slice_assign_scalar  View.MemoryView._err_extents    Dimension %d is not direct      View.MemoryView.copy_data_to_temp       View.MemoryView.memoryview_copy_contents        View.MemoryView.memoryview.setitem_slice_assignment     scipy.stats._unuran.unuran_wrapper.NumericalInverseHermite.midpoint_error.__get__       ../scipy/_lib/unuran/unuran/src/methods/tdr_newset.h    TDR     scipy.stats._unuran.unuran_wrapper.TransformedDensityRejection.squeeze_hat_ratio.__get__        scipy.stats._unuran.unuran_wrapper.TransformedDensityRejection.hat_area.__get__ scipy.stats._unuran.unuran_wrapper.TransformedDensityRejection.squeeze_area.__get__     ../scipy/_lib/unuran/unuran/src/methods/pinv_newset.h   scipy.stats._unuran.unuran_wrapper.NumericalInversePolynomial.intervals.__get__ scipy.stats._unuran.unuran_wrapper.NumericalInverseHermite.intervals.__get__    dict    PDF     derivative of PDF       c > 0   c < -0.5 not implemented yet    -0.5 < c < 0 not recommended. using c = -0.5 instead.   invalid rule for DARS   ratio A(squeeze)/A(hat) not in [0,1]    scipy.stats._unuran.unuran_wrapper.TransformedDensityRejection.__cinit__        pdf area <= 0   ../scipy/_lib/unuran/unuran/src/methods/srou.c  SROU    CDF(mode)       scipy.stats._unuran.unuran_wrapper.SimpleRatioUniforms.__cinit__        PDF or CDF      order <3 or >17 u-resolution too large --> use 1.e-5 instead    u-resolution too small --> use 1.e-15 instead   scipy.stats._unuran.unuran_wrapper.NumericalInversePolynomial.__cinit__ CDF     order   dPDF    u-resolution    u-resolution so small that problems may occur   number of starting points < 1   starting points not strictly monotonically increasing   scipy.stats._unuran.unuran_wrapper.NumericalInverseHermite.__cinit__    View.MemoryView.array.memview.__get__   View.MemoryView.memoryview.ndim.__get__ View.MemoryView.memoryview.itemsize.__get__     View.MemoryView.array.__setitem__       Subscript deletion not supported by %.200s      View.MemoryView.memoryview.__setitem__  View.MemoryView.memoryview_copy View.MemoryView.memoryview.T.__get__    View.MemoryView.memoryview.shape.__get__        View.MemoryView.memoryview.strides.__get__      View.MemoryView.memoryview.suboffsets.__get__   View.MemoryView.memoryview.nbytes.__get__       View.MemoryView.memoryview.size.__get__ builtins        numpy   dtype   flatiter        broadcast       ndarray generic number  signedinteger   unsignedinteger inexact floating        complexfloating flexible        character       ufunc   numpy.random.bit_generator      SeedSequence    SeedlessSequence        scipy._lib.messagestream        MessageStream   Interpreter change detected - this module can only be loaded into one interpreter per process.  name    __loader__      loader  __file__        origin  __package__     parent  __path__        submodule_search_locations      View.MemoryView.memoryview.__cinit__    View.MemoryView.array.__cinit__ shape   Argument '%.200s' has incorrect type (expected %.200s, got %.200s)      format  Argument '%.200s' must not be None      object of type 'NoneType' has no len()  expected bytes, NoneType found  Module 'unuran_wrapper' has already been imported. Re-initialisation is not supported.  %d.%d   scipy.stats._unuran.unuran_wrapper      compiletime version %s of module '%.100s' does not match runtime version %s     cython_runtime  __builtins__    numpy.import_array      metaclass conflict: the metaclass of a derived class must be a (non-strict) subclass of the metaclasses of all its bases        scipy.stats._unuran.unuran_wrapper._setup_unuran        ../scipy/_lib/unuran/unuran/src/urng/urng_default.c     getbuffer(obj, view, flags)     init scipy.stats._unuran.unuran_wrapper memviewslice is already initialized!    base    __reduce_cython__       __setstate_cython__     T       strides suboffsets      ndim    itemsize        nbytes  is_c_contig     is_f_contig     copy    copy_fortran    memview __getattr__     ppf     intervals       
        Get number of nodes (design points) used for Hermite interpolation in the
        generator object. The number of intervals is the number of nodes minus 1.
           midpoint_error  Get the number of intervals used in the computation.    squeeze_hat_ratio       
        Get the current ratio (area below squeeze) / (area below hat) for the
        generator.
              hat_area        Get the area below the hat for the generator.   squeeze_area    Get the area below the squeeze for the generator.       ppf_hat __reduce__      scipy.stats._unuran.unuran_wrapper._memoryviewslice     Internal class for passing memoryview slices to Python  scipy.stats._unuran.unuran_wrapper.memoryview   scipy.stats._unuran.unuran_wrapper.Enum scipy.stats._unuran.unuran_wrapper.array        scipy.stats._unuran.unuran_wrapper.__pyx_scope_struct_3___cinit__       scipy.stats._unuran.unuran_wrapper.__pyx_scope_struct_2___cinit__       scipy.stats._unuran.unuran_wrapper.__pyx_scope_struct_1___cinit__       scipy.stats._unuran.unuran_wrapper.__pyx_scope_struct____cinit__        scipy.stats._unuran.unuran_wrapper.DiscreteGuideTable   
    DiscreteGuideTable(dist, *, domain=None, guide_factor=1, random_state=None)

    Discrete Guide Table method.

    The Discrete Guide Table method  samples from arbitrary, but finite,
    probability vectors. It uses the probability vector of size :math:`N` or a
    probability mass function with a finite support to generate random
    numbers from the distribution. Discrete Guide Table has a very slow set up
    (linear with the vector length) but provides very fast sampling.

    Parameters
    ----------
    dist : array_like or object, optional
        Probability vector (PV) of the distribution. If PV isn't available,
        an instance of a class with a ``pmf`` method is expected. The signature
        of the PMF is expected to be: ``def pmf(self, k: int) -> float``. i.e. it
        should accept a Python integer and return a Python float.
    domain : int, optional
        Support of the PMF. If a probability vector (``pv``) is not available, a
        finite domain must be given. i.e. the PMF must have a finite support.
        Default is ``None``. When ``None``:

        * If a ``support`` method is provided by the distribution object
          `dist`, it is used to set the domain of the distribution.
        * Otherwise, the support is assumed to be ``(0, len(pv))``. When this
          parameter is passed in combination with a probability vector, ``domain[0]``
          is used to relocate the distribution from ``(0, len(pv))`` to
          ``(domain[0], domain[0]+len(pv))`` and ``domain[1]`` is ignored. See Notes
          and tutorial for a more detailed explanation.
    guide_factor: int, optional
        Size of the guide table relative to length of PV. Larger guide tables
        result in faster generation time but require a more expensive setup.
        Sizes larger than 3 are not recommended. If the relative size is set to
        0, sequential search is used. Default is 1.
    random_state : {None, int, `numpy.random.Generator`,
                    `numpy.random.RandomState`}, optional

        A NumPy random number generator or seed for the underlying NumPy random
        number generator used to generate the stream of uniform random numbers.
        If `random_state` is None (or `np.random`), the `numpy.random.RandomState`
        singleton is used.
        If `random_state` is an int, a new ``RandomState`` instance is used,
        seeded with `random_state`.
        If `random_state` is already a ``Generator`` or ``RandomState`` instance then
        that instance is used.

    Notes
    -----
    This method works when either a finite probability vector is available or
    the PMF of the distribution is available. In case a PMF is only available,
    the *finite* support (domain) of the PMF must also be given. It is
    recommended to first obtain the probability vector by evaluating the PMF
    at each point in the support and then using it instead.

    DGT samples from arbitrary but finite probability vectors. Random numbers
    are generated by the inversion method, i.e.

    1. Generate a random number U ~ U(0,1).
    2. Find smallest integer I such that F(I) = P(X<=I) >= U.

    Step (2) is the crucial step. Using sequential search requires O(E(X))
    comparisons, where E(X) is the expectation of the distribution. Indexed
    search, however, uses a guide table to jump to some I' <= I near I to find
    X in constant time. Indeed the expected number of comparisons is reduced to
    2, when the guide table has the same size as the probability vector
    (this is the default). For larger guide tables this number becomes smaller
    (but is always larger than 1), for smaller tables it becomes larger. For the
    limit case of table size 1 the algorithm simply does sequential search.

    On the other hand the setup time for guide table is O(N), where N denotes
    the length of the probability vector (for size 1 no preprocessing is
    required). Moreover, for very large guide tables memory effects might even
    reduce the speed of the algorithm. So we do not recommend to use guide
    tables that are more than three times larger than the given probability
    vector. If only a few random numbers have to be generated, (much) smaller
    table sizes are better. The size of the guide table relative to the length
    of the given probability vector can be set by the ``guide_factor`` parameter.

    If a probability vector is given, it must be a 1-dimensional array of
    non-negative floats without any ``inf`` or ``nan`` values. Also, there
    must be at least one non-zero entry otherwise an exception is raised.

    By default, the probability vector is indexed starting at 0. However, this
    can be changed by passing a ``domain`` parameter. When ``domain`` is given
    in combination with the PV, it has the effect of relocating the
    distribution from ``(0, len(pv))`` to ``(domain[0], domain[0] + len(pv))``.
    ``domain[1]`` is ignored in this case.

    References
    ----------
    .. [1] UNU.RAN reference manual, Section 5.8.4,
           "DGT - (Discrete) Guide Table method (indexed search)"
           https://statmath.wu.ac.at/unuran/doc/unuran.html#DGT

    .. [2] H.C. Chen and Y. Asau (1974). On generating random variates from an
           empirical distribution, AIIE Trans. 6, pp. 163-166.


    Examples
    --------
    >>> from scipy.stats.sampling import DiscreteGuideTable
    >>> import numpy as np

    To create a random number generator using a probability vector, use:

    >>> pv = [0.1, 0.3, 0.6]
    >>> urng = np.random.default_rng()
    >>> rng = DiscreteGuideTable(pv, random_state=urng)

    The RNG has been setup. Now, we can now use the `rvs` method to
    generate samples from the distribution:

    >>> rvs = rng.rvs(size=1000)

    To verify that the random variates follow the given distribution, we can
    use the chi-squared test (as a measure of goodness-of-fit):

    >>> from scipy.stats import chisquare
    >>> _, freqs = np.unique(rvs, return_counts=True)
    >>> freqs = freqs / np.sum(freqs)
    >>> freqs
    array([0.092, 0.355, 0.553])
    >>> chisquare(freqs, pv).pvalue
    0.9987382966178464

    As the p-value is very high, we fail to reject the null hypothesis that
    the observed frequencies are the same as the expected frequencies. Hence,
    we can safely assume that the variates have been generated from the given
    distribution. Note that this just gives the correctness of the algorithm
    and not the quality of the samples.

    If a PV is not available, an instance of a class with a PMF method and a
    finite domain can also be passed.

    >>> urng = np.random.default_rng()
    >>> from scipy.stats import binom
    >>> n, p = 10, 0.2
    >>> dist = binom(n, p)
    >>> rng = DiscreteGuideTable(dist, random_state=urng)

    Now, we can sample from the distribution using the `rvs` method
    and also measure the goodness-of-fit of the samples:

    >>> rvs = rng.rvs(1000)
    >>> _, freqs = np.unique(rvs, return_counts=True)
    >>> freqs = freqs / np.sum(freqs)
    >>> obs_freqs = np.zeros(11)  # some frequencies may be zero.
    >>> obs_freqs[:freqs.size] = freqs
    >>> pv = [dist.pmf(i) for i in range(0, 11)]
    >>> pv = np.asarray(pv) / np.sum(pv)
    >>> chisquare(obs_freqs, pv).pvalue
    0.9999999999999989

    To check that the samples have been drawn from the correct distribution,
    we can visualize the histogram of the samples:

    >>> import matplotlib.pyplot as plt
    >>> rvs = rng.rvs(1000)
    >>> fig = plt.figure()
    >>> ax = fig.add_subplot(111)
    >>> x = np.arange(0, n+1)
    >>> fx = dist.pmf(x)
    >>> fx = fx / fx.sum()
    >>> ax.plot(x, fx, 'bo', label='true distribution')
    >>> ax.vlines(x, 0, fx, lw=2)
    >>> ax.hist(rvs, bins=np.r_[x, n+1]-0.5, density=True, alpha=0.5,
    ...         color='r', label='samples')
    >>> ax.set_xlabel('x')
    >>> ax.set_ylabel('PMF(x)')
    >>> ax.set_title('Discrete Guide Table Samples')
    >>> plt.legend()
    >>> plt.show()

    To set the size of the guide table use the `guide_factor` keyword argument.
    This sets the size of the guide table relative to the probability vector

    >>> rng = DiscreteGuideTable(pv, guide_factor=1, random_state=urng)

    To calculate the PPF of a binomial distribution with :math:`n=4` and
    :math:`p=0.1`: we can set up a guide table as follows:

    >>> n, p = 4, 0.1
    >>> dist = binom(n, p)
    >>> rng = DiscreteGuideTable(dist, random_state=42)
    >>> rng.ppf(0.5)
    0.0
         scipy.stats._unuran.unuran_wrapper.DiscreteAliasUrn     
    DiscreteAliasUrn(dist, *, domain=None, urn_factor=1, random_state=None)

    Discrete Alias-Urn Method.

    This method is used to sample from univariate discrete distributions with
    a finite domain. It uses the probability vector of size :math:`N` or a
    probability mass function with a finite support to generate random
    numbers from the distribution.

    Parameters
    ----------
    dist : array_like or object, optional
        Probability vector (PV) of the distribution. If PV isn't available,
        an instance of a class with a ``pmf`` method is expected. The signature
        of the PMF is expected to be: ``def pmf(self, k: int) -> float``. i.e. it
        should accept a Python integer and return a Python float.
    domain : int, optional
        Support of the PMF. If a probability vector (``pv``) is not available, a
        finite domain must be given. i.e. the PMF must have a finite support.
        Default is ``None``. When ``None``:

        * If a ``support`` method is provided by the distribution object
          `dist`, it is used to set the domain of the distribution.
        * Otherwise, the support is assumed to be ``(0, len(pv))``. When this
          parameter is passed in combination with a probability vector, ``domain[0]``
          is used to relocate the distribution from ``(0, len(pv))`` to
          ``(domain[0], domain[0]+len(pv))`` and ``domain[1]`` is ignored. See Notes
          and tutorial for a more detailed explanation.

    urn_factor : float, optional
        Size of the urn table *relative* to the size of the probability
        vector. It must not be less than 1. Larger tables result in faster
        generation times but require a more expensive setup. Default is 1.
    random_state : {None, int, `numpy.random.Generator`,
                        `numpy.random.RandomState`}, optional

        A NumPy random number generator or seed for the underlying NumPy random
        number generator used to generate the stream of uniform random numbers.
        If `random_state` is None (or `np.random`), the `numpy.random.RandomState`
        singleton is used.
        If `random_state` is an int, a new ``RandomState`` instance is used,
        seeded with `random_state`.
        If `random_state` is already a ``Generator`` or ``RandomState`` instance then
        that instance is used.

    Notes
    -----
    This method works when either a finite probability vector is available or
    the PMF of the distribution is available. In case a PMF is only available,
    the *finite* support (domain) of the PMF must also be given. It is
    recommended to first obtain the probability vector by evaluating the PMF
    at each point in the support and then using it instead.

    If a probability vector is given, it must be a 1-dimensional array of
    non-negative floats without any ``inf`` or ``nan`` values. Also, there
    must be at least one non-zero entry otherwise an exception is raised.

    By default, the probability vector is indexed starting at 0. However, this
    can be changed by passing a ``domain`` parameter. When ``domain`` is given
    in combination with the PV, it has the effect of relocating the
    distribution from ``(0, len(pv))`` to ``(domain[0]``, ``domain[0] + len(pv))``.
    ``domain[1]`` is ignored in this case.

    The parameter ``urn_factor`` can be increased for faster generation at the
    cost of increased setup time. This method uses a table for random
    variate generation. ``urn_factor`` controls the size of this table
    relative to the size of the probability vector (or width of the support,
    in case a PV is not available). As this table is computed during setup
    time, increasing this parameter linearly increases the time required to
    setup. It is recommended to keep this parameter under 2.

    References
    ----------
    .. [1] UNU.RAN reference manual, Section 5.8.2,
           "DAU - (Discrete) Alias-Urn method",
           http://statmath.wu.ac.at/software/unuran/doc/unuran.html#DAU
    .. [2] A.J. Walker (1977). An efficient method for generating discrete
           random variables with general distributions, ACM Trans. Math.
           Software 3, pp. 253-256.

    Examples
    --------
    >>> from scipy.stats.sampling import DiscreteAliasUrn
    >>> import numpy as np

    To create a random number generator using a probability vector, use:

    >>> pv = [0.1, 0.3, 0.6]
    >>> urng = np.random.default_rng()
    >>> rng = DiscreteAliasUrn(pv, random_state=urng)

    The RNG has been setup. Now, we can now use the `rvs` method to
    generate samples from the distribution:

    >>> rvs = rng.rvs(size=1000)

    To verify that the random variates follow the given distribution, we can
    use the chi-squared test (as a measure of goodness-of-fit):

    >>> from scipy.stats import chisquare
    >>> _, freqs = np.unique(rvs, return_counts=True)
    >>> freqs = freqs / np.sum(freqs)
    >>> freqs
    array([0.092, 0.292, 0.616])
    >>> chisquare(freqs, pv).pvalue
    0.9993602047563164

    As the p-value is very high, we fail to reject the null hypothesis that
    the observed frequencies are the same as the expected frequencies. Hence,
    we can safely assume that the variates have been generated from the given
    distribution. Note that this just gives the correctness of the algorithm
    and not the quality of the samples.

    If a PV is not available, an instance of a class with a PMF method and a
    finite domain can also be passed.

    >>> urng = np.random.default_rng()
    >>> class Binomial:
    ...     def __init__(self, n, p):
    ...         self.n = n
    ...         self.p = p
    ...     def pmf(self, x):
    ...         # note that the pmf doesn't need to be normalized.
    ...         return self.p**x * (1-self.p)**(self.n-x)
    ...     def support(self):
    ...         return (0, self.n)
    ...
    >>> n, p = 10, 0.2
    >>> dist = Binomial(n, p)
    >>> rng = DiscreteAliasUrn(dist, random_state=urng)

    Now, we can sample from the distribution using the `rvs` method
    and also measure the goodness-of-fit of the samples:

    >>> rvs = rng.rvs(1000)
    >>> _, freqs = np.unique(rvs, return_counts=True)
    >>> freqs = freqs / np.sum(freqs)
    >>> obs_freqs = np.zeros(11)  # some frequencies may be zero.
    >>> obs_freqs[:freqs.size] = freqs
    >>> pv = [dist.pmf(i) for i in range(0, 11)]
    >>> pv = np.asarray(pv) / np.sum(pv)
    >>> chisquare(obs_freqs, pv).pvalue
    0.9999999999999999

    To check that the samples have been drawn from the correct distribution,
    we can visualize the histogram of the samples:

    >>> import matplotlib.pyplot as plt
    >>> rvs = rng.rvs(1000)
    >>> fig = plt.figure()
    >>> ax = fig.add_subplot(111)
    >>> x = np.arange(0, n+1)
    >>> fx = dist.pmf(x)
    >>> fx = fx / fx.sum()
    >>> ax.plot(x, fx, 'bo', label='true distribution')
    >>> ax.vlines(x, 0, fx, lw=2)
    >>> ax.hist(rvs, bins=np.r_[x, n+1]-0.5, density=True, alpha=0.5,
    ...         color='r', label='samples')
    >>> ax.set_xlabel('x')
    >>> ax.set_ylabel('PMF(x)')
    >>> ax.set_title('Discrete Alias Urn Samples')
    >>> plt.legend()
    >>> plt.show()

    To set the ``urn_factor``, use:

    >>> rng = DiscreteAliasUrn(pv, urn_factor=2, random_state=urng)

    This uses a table twice the size of the probability vector to generate
    random variates from the distribution.
        scipy.stats._unuran.unuran_wrapper.NumericalInverseHermite      
    NumericalInverseHermite(dist, *, domain=None, order=3, u_resolution=1e-12, construction_points=None, random_state=None)

    Hermite interpolation based INVersion of CDF (HINV).

    HINV is a variant of numerical inversion, where the inverse CDF is approximated using
    Hermite interpolation, i.e., the interval [0,1] is split into several intervals and
    in each interval the inverse CDF is approximated by polynomials constructed by means
    of values of the CDF and PDF at interval boundaries. This makes it possible to improve
    the accuracy by splitting a particular interval without recomputations in unaffected
    intervals. Three types of splines are implemented: linear, cubic, and quintic
    interpolation. For linear interpolation only the CDF is required. Cubic interpolation
    also requires PDF and quintic interpolation PDF and its derivative.

    These splines have to be computed in a setup step. However, it only works for
    distributions with bounded domain; for distributions with unbounded domain the tails
    are chopped off such that the probability for the tail regions is small compared to
    the given u-resolution.

    The method is not exact, as it only produces random variates of the approximated
    distribution. Nevertheless, the maximal numerical error in "u-direction" (i.e.
    ``|U - CDF(X)|`` where ``X`` is the approximate percentile corresponding to the
    quantile ``U`` i.e. ``X = approx_ppf(U)``) can be set to the
    required resolution (within machine precision). Notice that very small values of
    the u-resolution are possible but may increase the cost for the setup step.

    Parameters
    ----------
    dist : object
        An instance of a class with a ``cdf`` and optionally a ``pdf`` and ``dpdf`` method.

        * ``cdf``: CDF of the distribution. The signature of the CDF is expected to be:
          ``def cdf(self, x: float) -> float``. i.e. the CDF should accept a Python
          float and return a Python float.
        * ``pdf``: PDF of the distribution. This method is optional when ``order=1``.
          Must have the same signature as the PDF.
        * ``dpdf``: Derivative of the PDF w.r.t the variate (i.e. ``x``). This method is
          optional with ``order=1`` or ``order=3``. Must have the same signature as the CDF.

    domain : list or tuple of length 2, optional
        The support of the distribution.
        Default is ``None``. When ``None``:

        * If a ``support`` method is provided by the distribution object
          `dist`, it is used to set the domain of the distribution.
        * Otherwise the support is assumed to be :math:`(-\infty, \infty)`.

    order : int, default: ``3``
        Set order of Hermite interpolation. Valid orders are 1, 3, and 5.
        Valid orders are 1, 3, and 5. Notice that order greater than 1 requires the density
        of the distribution, and order greater than 3 even requires the derivative of the
        density. Using order 1 results for most distributions in a huge number of intervals
        and is therefore not recommended. If the maximal error in u-direction is very small
        (say smaller than 1.e-10), order 5 is recommended as it leads to considerably fewer
        design points, as long there are no poles or heavy tails.
    u_resolution : float, default: ``1e-12``
        Set maximal tolerated u-error. Notice that the resolution of most uniform random
        number sources is 2-32= 2.3e-10. Thus a value of 1.e-10 leads to an inversion
        algorithm that could be called exact. For most simulations slightly bigger values
        for the maximal error are enough as well. Default is 1e-12.
    construction_points : array_like, optional
        Set starting construction points (nodes) for Hermite interpolation. As the possible
        maximal error is only estimated in the setup it may be necessary to set some
        special design points for computing the Hermite interpolation to guarantee that the
        maximal u-error can not be bigger than desired. Such points are points where the
        density is not differentiable or has a local extremum.
    random_state : {None, int, `numpy.random.Generator`,
                        `numpy.random.RandomState`}, optional

        A NumPy random number generator or seed for the underlying NumPy random
        number generator used to generate the stream of uniform random numbers.
        If `random_state` is None (or `np.random`), the `numpy.random.RandomState`
        singleton is used.
        If `random_state` is an int, a new ``RandomState`` instance is used,
        seeded with `random_state`.
        If `random_state` is already a ``Generator`` or ``RandomState`` instance then
        that instance is used.

    Notes
    -----
    `NumericalInverseHermite` approximates the inverse of a continuous
    statistical distribution's CDF with a Hermite spline. Order of the
    hermite spline can be specified by passing the `order` parameter.

    As described in [1]_, it begins by evaluating the distribution's PDF and
    CDF at a mesh of quantiles ``x`` within the distribution's support.
    It uses the results to fit a Hermite spline ``H`` such that
    ``H(p) == x``, where ``p`` is the array of percentiles corresponding
    with the quantiles ``x``. Therefore, the spline approximates the inverse
    of the distribution's CDF to machine precision at the percentiles ``p``,
    but typically, the spline will not be as accurate at the midpoints between
    the percentile points::

        p_mid = (p[:-1] + p[1:])/2

    so the mesh of quantiles is refined as needed to reduce the maximum
    "u-error"::

        u_error = np.max(np.abs(dist.cdf(H(p_mid)) - p_mid))

    below the specified tolerance `u_resolution`. Refinement stops when the required
    tolerance is achieved or when the number of mesh intervals after the next
    refinement could exceed the maximum allowed number of intervals, which is
    100000.

    References
    ----------
    .. [1] Hörmann, Wolfgang, and Josef Leydold. "Continuous random variate
           generation by fast numerical inversion." ACM Transactions on
           Modeling and Computer Simulation (TOMACS) 13.4 (2003): 347-362.
    .. [2] UNU.RAN reference manual, Section 5.3.5,
           "HINV - Hermite interpolation based INVersion of CDF",
           https://statmath.wu.ac.at/software/unuran/doc/unuran.html#HINV

    Examples
    --------
    >>> from scipy.stats.sampling import NumericalInverseHermite
    >>> from scipy.stats import norm, genexpon
    >>> from scipy.special import ndtr
    >>> import numpy as np

    To create a generator to sample from the standard normal distribution, do:

    >>> class StandardNormal:
    ...     def pdf(self, x):
    ...        return 1/np.sqrt(2*np.pi) * np.exp(-x**2 / 2)
    ...     def cdf(self, x):
    ...        return ndtr(x)
    ...
    >>> dist = StandardNormal()
    >>> urng = np.random.default_rng()
    >>> rng = NumericalInverseHermite(dist, random_state=urng)

    The `NumericalInverseHermite` has a method that approximates the PPF of the
    distribution.

    >>> rng = NumericalInverseHermite(dist)
    >>> p = np.linspace(0.01, 0.99, 99) # percentiles from 1% to 99%
    >>> np.allclose(rng.ppf(p), norm.ppf(p))
    True

    Depending on the implementation of the distribution's random sampling
    method, the random variates generated may be nearly identical, given
    the same random state.

    >>> dist = genexpon(9, 16, 3)
    >>> rng = NumericalInverseHermite(dist)
    >>> # `seed` ensures identical random streams are used by each `rvs` method
    >>> seed = 500072020
    >>> rvs1 = dist.rvs(size=100, random_state=np.random.default_rng(seed))
    >>> rvs2 = rng.rvs(size=100, random_state=np.random.default_rng(seed))
    >>> np.allclose(rvs1, rvs2)
    True

    To check that the random variates closely follow the given distribution, we can
    look at its histogram:

    >>> import matplotlib.pyplot as plt
    >>> dist = StandardNormal()
    >>> rng = NumericalInverseHermite(dist)
    >>> rvs = rng.rvs(10000)
    >>> x = np.linspace(rvs.min()-0.1, rvs.max()+0.1, 1000)
    >>> fx = norm.pdf(x)
    >>> plt.plot(x, fx, 'r-', lw=2, label='true distribution')
    >>> plt.hist(rvs, bins=20, density=True, alpha=0.8, label='random variates')
    >>> plt.xlabel('x')
    >>> plt.ylabel('PDF(x)')
    >>> plt.title('Numerical Inverse Hermite Samples')
    >>> plt.legend()
    >>> plt.show()

    Given the derivative of the PDF w.r.t the variate (i.e. ``x``), we can use
    quintic Hermite interpolation to approximate the PPF by passing the `order`
    parameter:

    >>> class StandardNormal:
    ...     def pdf(self, x):
    ...        return 1/np.sqrt(2*np.pi) * np.exp(-x**2 / 2)
    ...     def dpdf(self, x):
    ...        return -1/np.sqrt(2*np.pi) * x * np.exp(-x**2 / 2)
    ...     def cdf(self, x):
    ...        return ndtr(x)
    ...
    >>> dist = StandardNormal()
    >>> urng = np.random.default_rng()
    >>> rng = NumericalInverseHermite(dist, order=5, random_state=urng)

    Higher orders result in a fewer number of intervals:

    >>> rng3 = NumericalInverseHermite(dist, order=3)
    >>> rng5 = NumericalInverseHermite(dist, order=5)
    >>> rng3.intervals, rng5.intervals
    (3000, 522)

    The u-error can be estimated by calling the `u_error` method. It runs a small
    Monte-Carlo simulation to estimate the u-error. By default, 100,000 samples are
    used. This can be changed by passing the `sample_size` argument:

    >>> rng1 = NumericalInverseHermite(dist, u_resolution=1e-10)
    >>> rng1.u_error(sample_size=1000000)  # uses one million samples
    UError(max_error=9.53167544892608e-11, mean_absolute_error=2.2450136432146864e-11)

    This returns a namedtuple which contains the maximum u-error and the mean
    absolute u-error.

    The u-error can be reduced by decreasing the u-resolution (maximum allowed u-error):

    >>> rng2 = NumericalInverseHermite(dist, u_resolution=1e-13)
    >>> rng2.u_error(sample_size=1000000)
    UError(max_error=9.32027892364129e-14, mean_absolute_error=1.5194172675685075e-14)

    Note that this comes at the cost of increased setup time and number of intervals.

    >>> rng1.intervals
    1022
    >>> rng2.intervals
    5687
    >>> from timeit import timeit
    >>> f = lambda: NumericalInverseHermite(dist, u_resolution=1e-10)
    >>> timeit(f, number=1)
    0.017409582000254886  # may vary
    >>> f = lambda: NumericalInverseHermite(dist, u_resolution=1e-13)
    >>> timeit(f, number=1)
    0.08671202100003939  # may vary

    Since the PPF of the normal distribution is available as a special function, we
    can also check the x-error, i.e. the difference between the approximated PPF and
    exact PPF::

    >>> import matplotlib.pyplot as plt
    >>> u = np.linspace(0.01, 0.99, 1000)
    >>> approxppf = rng.ppf(u)
    >>> exactppf = norm.ppf(u)
    >>> error = np.abs(exactppf - approxppf)
    >>> plt.plot(u, error)
    >>> plt.xlabel('u')
    >>> plt.ylabel('error')
    >>> plt.title('Error between exact and approximated PPF (x-error)')
    >>> plt.show()

       scipy.stats._unuran.unuran_wrapper.NumericalInversePolynomial   
    NumericalInversePolynomial(dist, *, mode=None, center=None, domain=None, order=5, u_resolution=1e-10, random_state=None)

    Polynomial interpolation based INVersion of CDF (PINV).

    PINV is a variant of numerical inversion, where the inverse CDF is approximated
    using Newton's interpolating formula. The interval ``[0,1]`` is split into several
    subintervals. In each of these, the inverse CDF is constructed at nodes ``(CDF(x),x)``
    for some points ``x`` in this subinterval. If the PDF is given, then the CDF is
    computed numerically from the given PDF using adaptive Gauss-Lobatto integration with
    5 points. Subintervals are split until the requested accuracy goal is reached.

    The method is not exact, as it only produces random variates of the approximated
    distribution. Nevertheless, the maximal tolerated approximation error can be set to
    be the resolution (but, of course, is bounded by the machine precision). We use the
    u-error ``|U - CDF(X)|`` to measure the error where ``X`` is the approximate
    percentile corressponding to the quantile ``U`` i.e. ``X = approx_ppf(U)``. We call
    the maximal tolerated u-error the u-resolution of the algorithm.

    Both the order of the interpolating polynomial and the u-resolution can be selected.
    Note that very small values of the u-resolution are possible but increase the cost
    for the setup step.

    The interpolating polynomials have to be computed in a setup step. However, it only
    works for distributions with bounded domain; for distributions with unbounded domain
    the tails are cut off such that the probability for the tail regions is small compared
    to the given u-resolution.

    The construction of the interpolation polynomial only works when the PDF is unimodal
    or when the PDF does not vanish between two modes.

    There are some restrictions for the given distribution:

    * The support of the distribution (i.e., the region where the PDF is strictly
      positive) must be connected. In practice this means, that the region where PDF
      is "not too small" must be connected. Unimodal densities satisfy this condition.
      If this condition is violated then the domain of the distribution might be
      truncated.
    * When the PDF is integrated numerically, then the given PDF must be continuous
      and should be smooth.
    * The PDF must be bounded.
    * The algorithm has problems when the distribution has heavy tails (as then the
      inverse CDF becomes very steep at 0 or 1) and the requested u-resolution is
      very small. E.g., the Cauchy distribution is likely to show this problem when
      the requested u-resolution is less then 1.e-12.


    Parameters
    ----------
    dist : object
        An instance of a class with a ``pdf`` or ``logpdf`` method,
        optionally a ``cdf`` method.

        * ``pdf``: PDF of the distribution. The signature of the PDF is expected to be:
          ``def pdf(self, x: float) -> float``, i.e., the PDF should accept a Python
          float and return a Python float. It doesn't need to integrate to 1,
          i.e., the PDF doesn't need to be normalized. This method is optional,
          but either ``pdf`` or ``logpdf`` need to be specified. If both are given,
          ``logpdf`` is used.
        * ``logpdf``: The log of the PDF of the distribution. The signature is
          the same as for ``pdf``. Similarly, log of the normalization constant
          of the PDF can be ignored. This method is optional, but either ``pdf`` or
          ``logpdf`` need to be specified. If both are given, ``logpdf`` is used.
        * ``cdf``: CDF of the distribution. This method is optional. If provided, it
          enables the calculation of "u-error". See `u_error`. Must have the same
          signature as the PDF.

    mode : float, optional
        (Exact) Mode of the distribution. Default is ``None``.
    center : float, optional
        Approximate location of the mode or the mean of the distribution. This location
        provides some information about the main part of the PDF and is used to avoid
        numerical problems. Default is ``None``.
    domain : list or tuple of length 2, optional
        The support of the distribution.
        Default is ``None``. When ``None``:

        * If a ``support`` method is provided by the distribution object
          `dist`, it is used to set the domain of the distribution.
        * Otherwise the support is assumed to be :math:`(-\infty, \infty)`.

    order : int, optional
        Order of the interpolating polynomial. Valid orders are between 3 and 17.
        Higher orders result in fewer intervals for the approximations. Default
        is 5.
    u_resolution : float, optional
        Set maximal tolerated u-error. Values of u_resolution must at least 1.e-15 and
        1.e-5 at most. Notice that the resolution of most uniform random number sources
        is 2-32= 2.3e-10. Thus a value of 1.e-10 leads to an inversion algorithm that
        could be called exact. For most simulations slightly bigger values for the
        maximal error are enough as well. Default is 1e-10.
    random_state : {None, int, `numpy.random.Generator`,
                        `numpy.random.RandomState`}, optional

        A NumPy random number generator or seed for the underlying NumPy random
        number generator used to generate the stream of uniform random numbers.
        If `random_state` is None (or `np.random`), the `numpy.random.RandomState`
        singleton is used.
        If `random_state` is an int, a new ``RandomState`` instance is used,
        seeded with `random_state`.
        If `random_state` is already a ``Generator`` or ``RandomState`` instance then
        that instance is used.

    References
    ----------
    .. [1] Derflinger, Gerhard, Wolfgang Hörmann, and Josef Leydold. "Random variate
           generation by numerical inversion when only the density is known." ACM
           Transactions on Modeling and Computer Simulation (TOMACS) 20.4 (2010): 1-25.
    .. [2] UNU.RAN reference manual, Section 5.3.12,
           "PINV - Polynomial interpolation based INVersion of CDF",
           https://statmath.wu.ac.at/software/unuran/doc/unuran.html#PINV

    Examples
    --------
    >>> from scipy.stats.sampling import NumericalInversePolynomial
    >>> from scipy.stats import norm
    >>> import numpy as np

    To create a generator to sample from the standard normal distribution, do:

    >>> class StandardNormal:
    ...    def pdf(self, x):
    ...        return np.exp(-0.5 * x*x)
    ...
    >>> dist = StandardNormal()
    >>> urng = np.random.default_rng()
    >>> rng = NumericalInversePolynomial(dist, random_state=urng)

    Once a generator is created, samples can be drawn from the distribution by calling
    the `rvs` method:

    >>> rng.rvs()
    -1.5244996276336318

    To check that the random variates closely follow the given distribution, we can
    look at it's histogram:

    >>> import matplotlib.pyplot as plt
    >>> rvs = rng.rvs(10000)
    >>> x = np.linspace(rvs.min()-0.1, rvs.max()+0.1, 1000)
    >>> fx = norm.pdf(x)
    >>> plt.plot(x, fx, 'r-', lw=2, label='true distribution')
    >>> plt.hist(rvs, bins=20, density=True, alpha=0.8, label='random variates')
    >>> plt.xlabel('x')
    >>> plt.ylabel('PDF(x)')
    >>> plt.title('Numerical Inverse Polynomial Samples')
    >>> plt.legend()
    >>> plt.show()

    It is possible to estimate the u-error of the approximated PPF if the exact
    CDF is available during setup. To do so, pass a `dist` object with exact CDF of
    the distribution during initialization:

    >>> from scipy.special import ndtr
    >>> class StandardNormal:
    ...    def pdf(self, x):
    ...        return np.exp(-0.5 * x*x)
    ...    def cdf(self, x):
    ...        return ndtr(x)
    ...
    >>> dist = StandardNormal()
    >>> urng = np.random.default_rng()
    >>> rng = NumericalInversePolynomial(dist, random_state=urng)

    Now, the u-error can be estimated by calling the `u_error` method. It runs a
    Monte-Carlo simulation to estimate the u-error. By default, 100000 samples are
    used. To change this, you can pass the number of samples as an argument:

    >>> rng.u_error(sample_size=1000000)  # uses one million samples
    UError(max_error=8.785994154436594e-11, mean_absolute_error=2.930890027826552e-11)

    This returns a namedtuple which contains the maximum u-error and the mean
    absolute u-error.

    The u-error can be reduced by decreasing the u-resolution (maximum allowed u-error):

    >>> urng = np.random.default_rng()
    >>> rng = NumericalInversePolynomial(dist, u_resolution=1.e-12, random_state=urng)
    >>> rng.u_error(sample_size=1000000)
    UError(max_error=9.07496300328603e-13, mean_absolute_error=3.5255644517257716e-13)

    Note that this comes at the cost of increased setup time.

    The approximated PPF can be evaluated by calling the `ppf` method:

    >>> rng.ppf(0.975)
    1.9599639857012559
    >>> norm.ppf(0.975)
    1.959963984540054

    Since the PPF of the normal distribution is available as a special function, we
    can also check the x-error, i.e. the difference between the approximated PPF and
    exact PPF::

    >>> import matplotlib.pyplot as plt
    >>> u = np.linspace(0.01, 0.99, 1000)
    >>> approxppf = rng.ppf(u)
    >>> exactppf = norm.ppf(u)
    >>> error = np.abs(exactppf - approxppf)
    >>> plt.plot(u, error)
    >>> plt.xlabel('u')
    >>> plt.ylabel('error')
    >>> plt.title('Error between exact and approximated PPF (x-error)')
    >>> plt.show()
            scipy.stats._unuran.unuran_wrapper.SimpleRatioUniforms  
    SimpleRatioUniforms(dist, *, mode=None, pdf_area=1, domain=None, cdf_at_mode=None, random_state=None)

    Simple Ratio-of-Uniforms (SROU) Method.

    SROU is based on the ratio-of-uniforms method that uses universal inequalities for
    constructing a (universal) bounding rectangle. It works for T-concave distributions
    with ``T(x) = -1/sqrt(x)``. The main advantage of the method is a fast setup. This
    can be beneficial if one repeatedly needs to generate small to moderate samples of
    a distribution with different shape parameters. In such a situation, the setup step of
    `NumericalInverseHermite` or `NumericalInversePolynomial` will lead to poor performance.

    Parameters
    ----------
    dist : object
        An instance of a class with ``pdf`` method.

        * ``pdf``: PDF of the distribution. The signature of the PDF is
          expected to be: ``def pdf(self, x: float) -> float``. i.e.
          the PDF should accept a Python float and
          return a Python float. It doesn't need to integrate to 1 i.e.
          the PDF doesn't need to be normalized. If not normalized, `pdf_area`
          should be set to the area under the PDF.

    mode : float, optional
        (Exact) Mode of the distribution. When the mode is ``None``, a slow
        numerical routine is used to approximate it. Default is ``None``.
    pdf_area : float, optional
        Area under the PDF. Optionally, an upper bound to the area under
        the PDF can be passed at the cost of increased rejection constant.
        Default is 1.
    domain : list or tuple of length 2, optional
        The support of the distribution.
        Default is ``None``. When ``None``:

        * If a ``support`` method is provided by the distribution object
          `dist`, it is used to set the domain of the distribution.
        * Otherwise the support is assumed to be :math:`(-\infty, \infty)`.

    cdf_at_mode : float, optional
        CDF at the mode. It can be given to increase the performance of the
        algorithm. The rejection constant is halfed when CDF at mode is given.
        Default is ``None``.
    random_state : {None, int, `numpy.random.Generator`,
                        `numpy.random.RandomState`}, optional

        A NumPy random number generator or seed for the underlying NumPy random
        number generator used to generate the stream of uniform random numbers.
        If `random_state` is None (or `np.random`), the `numpy.random.RandomState`
        singleton is used.
        If `random_state` is an int, a new ``RandomState`` instance is used,
        seeded with `random_state`.
        If `random_state` is already a ``Generator`` or ``RandomState`` instance then
        that instance is used.

    References
    ----------
    .. [1] UNU.RAN reference manual, Section 5.3.16,
           "SROU - Simple Ratio-of-Uniforms method",
           http://statmath.wu.ac.at/software/unuran/doc/unuran.html#SROU
    .. [2] Leydold, Josef. "A simple universal generator for continuous and
           discrete univariate T-concave distributions." ACM Transactions on
           Mathematical Software (TOMS) 27.1 (2001): 66-82
    .. [3] Leydold, Josef. "Short universal generators via generalized ratio-of-uniforms
           method." Mathematics of Computation 72.243 (2003): 1453-1471

    Examples
    --------
    >>> from scipy.stats.sampling import SimpleRatioUniforms
    >>> import numpy as np

    Suppose we have the normal distribution:

    >>> class StdNorm:
    ...     def pdf(self, x):
    ...         return np.exp(-0.5 * x**2)

    Notice that the PDF doesn't integrate to 1. We can either pass the exact
    area under the PDF during initialization of the generator or an upper
    bound to the exact area under the PDF. Also, it is recommended to pass
    the mode of the distribution to speed up the setup:

    >>> urng = np.random.default_rng()
    >>> dist = StdNorm()
    >>> rng = SimpleRatioUniforms(dist, mode=0,
    ...                           pdf_area=np.sqrt(2*np.pi),
    ...                           random_state=urng)

    Now, we can use the `rvs` method to generate samples from the distribution:

    >>> rvs = rng.rvs(10)

    If the CDF at mode is avaialble, it can be set to improve the performace of `rvs`:

    >>> from scipy.stats import norm
    >>> rng = SimpleRatioUniforms(dist, mode=0,
    ...                           pdf_area=np.sqrt(2*np.pi),
    ...                           cdf_at_mode=norm.cdf(0),
    ...                           random_state=urng)
    >>> rvs = rng.rvs(1000)

    We can check that the samples are from the given distribution by visualizing
    its histogram:

    >>> import matplotlib.pyplot as plt
    >>> x = np.linspace(rvs.min()-0.1, rvs.max()+0.1, 1000)
    >>> fx = 1/np.sqrt(2*np.pi) * dist.pdf(x)
    >>> fig, ax = plt.subplots()
    >>> ax.plot(x, fx, 'r-', lw=2, label='true distribution')
    >>> ax.hist(rvs, bins=10, density=True, alpha=0.8, label='random variates')
    >>> ax.set_xlabel('x')
    >>> ax.set_ylabel('PDF(x)')
    >>> ax.set_title('Simple Ratio-of-Uniforms Samples')
    >>> ax.legend()
    >>> plt.show()
            scipy.stats._unuran.unuran_wrapper.TransformedDensityRejection  
    TransformedDensityRejection(dist, *, mode=None, center=None, domain=None, c=-0.5, construction_points=30, use_dars=True, max_squeeze_hat_ratio=0.99, random_state=None)

    Transformed Density Rejection (TDR) Method.

    TDR is an acceptance/rejection method that uses the concavity of a
    transformed density to construct hat function and squeezes automatically.
    Most universal algorithms are very slow compared to algorithms that are
    specialized to that distribution. Algorithms that are fast have a slow
    setup and require large tables. The aim of this universal method is to
    provide an algorithm that is not too slow and needs only a short setup.
    This method can be applied to univariate and unimodal continuous
    distributions with T-concave density function. See [1]_ and [2]_ for
    more details.

    Parameters
    ----------
    dist : object
        An instance of a class with ``pdf`` and ``dpdf`` methods.

        * ``pdf``: PDF of the distribution. The signature of the PDF is
          expected to be: ``def pdf(self, x: float) -> float``. i.e.
          the PDF should accept a Python float and
          return a Python float. It doesn't need to integrate to 1 i.e.
          the PDF doesn't need to be normalized.
        * ``dpdf``: Derivative of the PDF w.r.t x (i.e. the variate). Must
          have the same signature as the PDF.

    mode : float, optional
        (Exact) Mode of the distribution. Default is ``None``.
    center : float, optional
        Approximate location of the mode or the mean of the distribution.
        This location provides some information about the main part of the
        PDF and is used to avoid numerical problems. Default is ``None``.
    domain : list or tuple of length 2, optional
        The support of the distribution.
        Default is ``None``. When ``None``:

        * If a ``support`` method is provided by the distribution object
          `dist`, it is used to set the domain of the distribution.
        * Otherwise the support is assumed to be :math:`(-\infty, \infty)`.

    c : {-0.5, 0.}, optional
        Set parameter ``c`` for the transformation function ``T``. The
        default is -0.5. The transformation of the PDF must be concave in
        order to construct the hat function. Such a PDF is called T-concave.
        Currently the following transformations are supported:

        .. math::

            c = 0.: T(x) &= \log(x)\\
            c = -0.5: T(x) &= \frac{1}{\sqrt{x}} \text{ (Default)}

    construction_points : int or array_like, optional
        If an integer, it defines the number of construction points. If it
        is array-like, the elements of the array are used as construction
        points. Default is 30.
    use_dars : bool, optional
        If True, "derandomized adaptive rejection sampling" (DARS) is used
        in setup. See [1]_ for the details of the DARS algorithm. Default
        is True.
    max_squeeze_hat_ratio : float, optional
        Set upper bound for the ratio (area below squeeze) / (area below hat).
        It must be a number between 0 and 1. Default is 0.99.
    random_state : {None, int, `numpy.random.Generator`,
                        `numpy.random.RandomState`}, optional

        A NumPy random number generator or seed for the underlying NumPy random
        number generator used to generate the stream of uniform random numbers.
        If `random_state` is None (or `np.random`), the `numpy.random.RandomState`
        singleton is used.
        If `random_state` is an int, a new ``RandomState`` instance is used,
        seeded with `random_state`.
        If `random_state` is already a ``Generator`` or ``RandomState`` instance then
        that instance is used.

    References
    ----------
    .. [1] UNU.RAN reference manual, Section 5.3.16,
           "TDR - Transformed Density Rejection",
           http://statmath.wu.ac.at/software/unuran/doc/unuran.html#TDR
    .. [2] Hörmann, Wolfgang. "A rejection technique for sampling from
           T-concave distributions." ACM Transactions on Mathematical
           Software (TOMS) 21.2 (1995): 182-193
    .. [3] W.R. Gilks and P. Wild (1992). Adaptive rejection sampling for
           Gibbs sampling, Applied Statistics 41, pp. 337-348.

    Examples
    --------
    >>> from scipy.stats.sampling import TransformedDensityRejection
    >>> import numpy as np

    Suppose we have a density:

    .. math::

        f(x) = \begin{cases}
                1 - x^2,  &  -1 \leq x \leq 1 \\
                0,        &  \text{otherwise}
               \end{cases}

    The derivative of this density function is:

    .. math::

        \frac{df(x)}{dx} = \begin{cases}
                            -2x,  &  -1 \leq x \leq 1 \\
                            0,    &  \text{otherwise}
                           \end{cases}

    Notice that the PDF doesn't integrate to 1. As this is a rejection based
    method, we need not have a normalized PDF. To initialize the generator,
    we can use:

    >>> urng = np.random.default_rng()
    >>> class MyDist:
    ...     def pdf(self, x):
    ...         return 1-x*x
    ...     def dpdf(self, x):
    ...         return -2*x
    ...
    >>> dist = MyDist()
    >>> rng = TransformedDensityRejection(dist, domain=(-1, 1),
    ...                                   random_state=urng)

    Domain can be very useful to truncate the distribution but to avoid passing
    it everytime to the constructor, a default domain can be set by providing a
    `support` method in the distribution object (`dist`):

    >>> class MyDist:
    ...     def pdf(self, x):
    ...         return 1-x*x
    ...     def dpdf(self, x):
    ...         return -2*x
    ...     def support(self):
    ...         return (-1, 1)
    ...
    >>> dist = MyDist()
    >>> rng = TransformedDensityRejection(dist, random_state=urng)

    Now, we can use the `rvs` method to generate samples from the distribution:

    >>> rvs = rng.rvs(1000)

    We can check that the samples are from the given distribution by visualizing
    its histogram:

    >>> import matplotlib.pyplot as plt
    >>> x = np.linspace(-1, 1, 1000)
    >>> fx = 3/4 * dist.pdf(x)  # 3/4 is the normalizing constant
    >>> plt.plot(x, fx, 'r-', lw=2, label='true distribution')
    >>> plt.hist(rvs, bins=20, density=True, alpha=0.8, label='random variates')
    >>> plt.xlabel('x')
    >>> plt.ylabel('PDF(x)')
    >>> plt.title('Transformed Density Rejection Samples')
    >>> plt.legend()
    >>> plt.show()
       scipy.stats._unuran.unuran_wrapper.Method       
    A base class for all the wrapped generators.

    There are 6 basic functions of this base class:

    * It provides a `_set_rng` method to initialize and set a `unur_gen`
      object. It should be called during the setup stage in the `__cinit__`
      method. As it uses MessageStream, the call must be protected under
      the module-level lock.
    * `_check_errorcode` must be called after calling a UNU.RAN function
      that returns a error code. It raises an error if an error has
      occurred in UNU.RAN.
    * It implements the `rvs` public method for sampling. No child class
      should override this method.
    * Provides a `set_random_state` method to change the seed.
    * Implements the __dealloc__ method. The child class must not overide
      this method.
    * Implements __reduce__ method to allow pickling.

      scipy.stats._unuran.unuran_wrapper._URNG        
    Build a UNU.RAN's uniform random number generator from a NumPy random
    number generator.

    Parameters
    ----------
    numpy_rng : object
        An instance of NumPy's Generator or RandomState class. i.e. a NumPy
        random number generator.
            unuran_wrapper  'bool'  'char'  'signed char'   'unsigned char' 'short' 'unsigned short'        'int'   'unsigned int'  'long'  'unsigned long' 'long long'     'unsigned long long'    'complex float' 'float' 'complex double'        'double'        'complex long double'   'long double'   a struct        Python object   a pointer       a string        end     unparseable format string       PMF returns NaN ../scipy/_lib/unuran/unuran/src/methods/cstd.c  CSTD    inversion CDF required  U not in [0,1]  probability < 0 guide table     ../scipy/_lib/unuran/unuran/src/methods/dstd.c  DSTD    '       Buffer dtype mismatch, expected %s%s%s but got %s       Buffer dtype mismatch, expected '%s' but got %s in '%s.%s'      __name__ must be set to a string object __qualname__ must be set to a string object     function's dictionary may not be deleted        setting function's dictionary to a non-dict     __defaults__ must be set to a tuple object      __kwdefaults__ must be set to a dict object     __annotations__ must be set to a dict object    <cyfunction %U at %p>   %.200s() takes no arguments (%zd given) %.200s() takes exactly one argument (%zd given) Bad call flags in __Pyx_CyFunction_Call. METH_OLDARGS is no longer supported!   %.200s() takes no keyword arguments     unbound method %.200S() needs an argument       Expected a dimension of size %zu, got %zu       Expected %d dimensions, got %d  Unexpected format string character: '%c'        Python does not define a standard format string size for long double ('g')..    Buffer dtype mismatch; next field is at offset %zd but %zd expected     squared histogram       CDF(x) < 0.     CDF(x) > 1.     PDF required for finding mode numerically       ../scipy/_lib/unuran/unuran/src/utils/fmax.c    CMAX    find_mode(): no positive entry in PV found      find_mode(): PV not unimodal    CDF not increasing      Regula Falsi cannot find interval with sign change      ../scipy/_lib/unuran/unuran/src/methods/ninv_regula.h   flat region: accuracy goal in x cannot be reached       sharp peak or pole: accuracy goal in u cannot be reached        ../scipy/_lib/unuran/unuran/src/methods/ninv_sample.h   NINV    Newton's method cannot leave flat region        ../scipy/_lib/unuran/unuran/src/methods/ninv_newton.h   max number of iterations exceeded: accuracy goal might not be reached   PMF or CDF      PV truncated    , created from PMF      [default]       generator ID: %s

      distribution:
     functions = PV  [length=%d%s]
          domain    = (%d, %d)
        method: DAU (Alias-Urn)
        performance characteristics:
      E [#look-ups] = %g
  parameters:
       urnfactor = %g  %s
  method: DGT (Guide Table)
         guidefactor = %g  %s
           variant = %d
        cannot find l.h.s. of domain    cannot find r.h.s. of domain    too many intervals      one or more intervals very short; possibly due to numerical problems with a pole or very flat tail      NaN occured; possibly due to numerical problems with a pole or very flat tail   [computed]         functions = CDF       PDF     dPDF      domain    = (%g, %g)    [truncated from (%g, %g)]       mode      = %g
      You may set the "mode" of the distribution in case of a high peak       
[ Hint: %s ]
  method: HINV (Hermite approximation of INVerse CDF)
       order of polynomial = %d
       truncated domain = (%g,%g)
     Prob(X<domain)   = %g
          Prob(X>domain)   = %g
          u-error         <= %g  (mean = %g)
     # intervals      = %d
          order = %d  %s
         u_resolution = %g  %s
          max_intervals = %d
     boundary = (%g,%g)  %s
      You can set "order=5" to decrease #intervals    [ Hint: %s ]
   (it is bounded by the machine epsilon, however.)        You can decrease the u-error by decreasing "u_resolution".      [ Hint: %s
	%s ]
       _cython_0_29_37 Shared Cython type %.200s is not a type object  Shared Cython type %.200s has the wrong size, try recompiling   '%.200s' object is not subscriptable    cannot fit '%.200s' into an index-sized integer cannot import name %S   Unable to initialize pickling for %s    invalid vtable found for imported type  scipy/stats/_unuran/unuran_wrapper.cpython-312-aarch64-linux-gnu.so.p/unuran_wrapper.c  %s (%s:%d)      Big-endian buffer not supported on little-endian compiler       Buffer acquisition: Expected '{' after 'T'      Cannot handle repeated arrays in format string  Does not understand character buffer dtype format string ('%c') Expected a dimension of size %zu, got %d        Expected a comma in format string, got '%c'     Expected %d dimension(s), got %d        Unexpected end of format string, expected ')'   Cannot copy memoryview slice with indirect dimensions (axis %d) View.MemoryView.array_cwrapper  __int__ returned non-int (type %.200s).  The ability to return an instance of a strict subclass of int is deprecated, and may be removed in a future version of Python. __%.4s__ returned non-%.4s (type %.200s)        unknown error!  [objid: %s] %d : %s => %s       unknown domain, left >= right   mode not in domain      PMF/CDF given, cannot set PV    length of PV    length of PV too large, overflow        func_doc        __doc__ func_name       __name__        __qualname__    __self__        func_dict       __dict__        func_globals    __globals__     func_closure    __closure__     func_code       __code__        func_defaults   __defaults__    __kwdefaults__  __annotations__ __module__      cython_function_or_method       ../scipy/_lib/unuran/unuran/src/methods/tdr_init.h      PDF(x) > hat(x) PDF(mode) <= 0. PDF(mode) overflow      PDF(x) < squeeze(x)     maximum number of intervals exceeded    ../scipy/_lib/unuran/unuran/src/methods/pinv_newton.h   mode: try finding it (numerically)      mode    upd area <= 0   area below PDF  area and/or CDF at mode PDF(x) < 0.!    PDF(x) overflow number of starting points < 0   ../scipy/_lib/unuran/unuran/src/methods/tdr_gw_sample.h ../scipy/_lib/unuran/unuran/src/methods/tdr_ps_sample.h dimension < 1   gen_list_free   ../scipy/_lib/unuran/unuran/src/methods/pinv_init.h     Default URNG not set. EXIT !!!  %s.%03d gen_list_clone  (no error)      (distribution) invalid number of parameters     (distribution) parameter out of domain  (distribution) invalid variant for special generator    (distribution) invalid distribution object      (distribution) incomplete distribution object, entry missing    (distribution) unknown distribution, cannot handle      (distribution) set failed (invalid parameter)   (distribution) get failed (parameter not set)   (distribution) data are missing (cannot execute)        (distribution) desired property does not exist  (parameter) set failed, invalid parameter -> using default      (parameter) invalid variant -> using default    (parameter) invalid parameter object    (generator) (possible) invalid data     (generator) condition for method violated       (generator) invalid generator object    (generator) sampling error      (generator) reinit not implemented      (generator) quantile not implemented    (generator)     (URNG)  (URNG) missing functionality    (parser) invalid string (parser) unknown keyword        (parser) syntax error   (parser) invalid parameter      (function parser) syntax error  (function parser) cannot derivate function      argument out of domain  (serious) round-off error       virtual memory exhausted        invalid NULL pointer    invalid cookie  (silent error)  invalid infinity occured        NaN occured     not available, recompile library        error should not happen, report this!   UNURAN  %s: [%s] %s:%d - %s:
   %s: ..>  %s
      [guess]
        [= mode]
       [default]
    TRUE    FALSE      functions = %s
         domain    = (%g, %g)
           center    = %g       You may provide a point near the mode as "center".      method: PINV (Polynomial interpolation based INVerse CDF)
         smoothness = %d      [continuous]
   [differentiable]
       [twice differentiable]
    use PDF + Lobatto integration  %s
      use CDF  %s
    Chebyshev points in u scale
    u-error            NA  [requires CDF]
            [ u-resolution = %g ]
        area below PDF   = %18.17g
     # CDF table size = %d
          order = %d   [corrected]        use_upoints = %s  %s
           search for boundary: left=%s,  right=%s  %s
    maximum number of interval = %d  %s
    keep table of CDF values = %s  %s
   You can increase "order" to decrease #intervals [numeric.]      [generalized version]      functions = PDF
        mode      = %g   %s
    area(PDF) = %g
         F(mode)   = %g
         F(mode)   = [unknown]
       You may provide the "mode"      method: SROU (Simple Ratio-Of-Uniforms)
           r = %g  %s
     use CDF at mode
        use squeeze
    use mirror principle
        method unknown! ../scipy/_lib/unuran/unuran/src/tests/counturn.c           enveloping rectangle = (%g,%g) x (%g,%g)
       rejection constant = %.2f  [approx.]
           bounding rectangle = (%g,%g) x (%g,%g)
         area(hat) = %g
         rejection constant = %g
          r = %g  %s
           cdfatmode = %g
         cdfatmode = [not set]
          usesqueeze
     usemirror
      verify = on
 You can set "cdfatmode" to reduce the rejection constant.          functions = PDF dPDF
        method: TDR (Transformed Density Rejection)
       variant   =  GW (original Gilks & Wild)
     PS (proportional squeeze)
      IA (immediate acceptance)
         T_c(x)    =  log(x)  ... c = 0
      -1/sqrt(x)  ... c = -1/2
       -x^(%g)  ... c = %g
       rejection constant   = %g
   <= %g
     area ratio squeeze/hat = %g
    # intervals = %d
       variant_gw = on
        variant_ps = on  [default]
     variant_ia = on
        c = %g  %s
     max_sqhratio = %g  %s
          max_intervals = %d  %s
         pedantic = on
       You may use "variant_ia" for faster generation times.   You can set "max_sqhratio" closer to 1 to decrease rejection constant.  You should increase "max_intervals" to obtain the desired rejection constant.   PDF(center) too small   ../scipy/_lib/unuran/unuran/src/methods/pinv_prep.h     PDF(x) < 0      numerical problems with cut-off point, PDF too steep    PDF increasing towards boundary tail probability gives NaN --> assume 0.        numerical problems with cut-off point, out of domain    CDF too small/large on given domain     dTfx0 < dTfx1 (x0<x1). PDF not T-concave!       Squeeze too steep/flat. PDF not T-concave!      ../scipy/_lib/unuran/unuran/src/methods/tdr_gw_init.h   A(squeeze) > A(hat). PDF not T-concave! splitting point not finite (skipped)    splitting point not in interval!        PDF not T-concave       Cannot split interval at given point.   error below hat (almost) 0      empty generator object  generated point out of domain   PDF > hat. Not T-concave!       PDF < squeeze. Not T-concave!   hat(x) might be < PDF(x)        ../scipy/_lib/unuran/unuran/src/methods/tdr_ps_init.h   hat(x) < PDF(x) ../scipy/_lib/unuran/unuran/src/methods/tdr_ia_sample.h starting point out of domain    PDF not unimodal!       mode -> ignore  cannot create bounded hat!      DARS aborted: no intervals could be splitted.   DARS aborted: maximum number of intervals exceeded.     hat/squeeze ratio too small.    c != 0. and c != -0.5 not implemented!  number of percentiles < 2. using defaults       number of percentiles > 100. using 100  percentiles not strictly monotonically increasing       percentiles out of range        bad construction points.        bad construction points for reinit      boundaries of integration domain not finite     numeric integration did not reach full accuracy adaptive numeric integration aborted (too many function calls)  maximum number of iterations exceeded   PDF too close to 0 on relevant part of domain --> abort order must be >= 5 when smoothness = 2  order must be 2 mod 3 when smoothness = 2       PDF and dPDF required for smoothness = 2 --> try smoothness=1 instead   order must be odd when smoothness = 1   PDF required --> use smoothness=0 instead       smoothness must be 0, 1, or 2   center moved into domain of distribution        PDF(center) <= 0.       Cannot get left boundary of relevant domain.    Cannot get right boundary of relevant domain.   cannot approximate area below PDF       cannot find left boundary for computational domain      cannot find right boundary for computational domain     cannot compute area below PDF   integration of pdf: numerical problems with cut-off points      truncated domain too narrow     Buffer has wrong number of dimensions (expected %d, got %d)     buffer dtype    Item size of buffer (%zu byte%s) does not match size of '%s' (%zu byte%s)       Buffer exposes suboffsets but no strides        C-contiguous buffer is not indirect in dimension %d     Buffer and memoryview are not contiguous in the same dimension. Buffer is not indirectly contiguous in dimension %d.    Buffer is not indirectly accessible in dimension %d.    Buffer not compatible with direct access in dimension %d.       Buffer not C contiguous.        ../scipy/_lib/unuran/unuran/src/methods/tdr_sample.h    argument u not in [0,1] co_argcount     co_posonlyargcount      co_kwonlyargcount       co_nlocals      co_stacksize    co_flags        co_code co_consts       co_names        co_varnames     co_freevars     co_cellvars     co_linetable    replace %.200s.%.200s is not a type object      %.200s.%.200s size changed, may indicate binary incompatibility. Expected %zd from C header, got %zd from PyObject      %s.%s size changed, may indicate binary incompatibility. Expected %zd from C header, got %zd from PyObject      calling %R should have returned an instance of BaseException, not %R    raise: exception class must be a subclass of BaseException      exception causes must derive from BaseException %s() got multiple values for keyword argument '%U'      %.200s() keywords must be strings       %s() got an unexpected keyword argument '%U'    NULL    scipy._lib._ccallback   LowLevelCallable        Invalid scipy.LowLevelCallable signature "%s". Expected one of: %R      PyCapsule_GetPointer failed     invalid callable given  ../scipy/_lib/unuran/unuran/src/tests/inverror.c        samplesize too small --> increased to 1000      inversion method required       CDF required    ,        (         name      = %s       %s%g      [UNU.RAN standard distribution]          type      =  continuous univariate distribution
     continuous empirical univariate distribution
   continuous multivariate distribution
   continuous empirical multivariate distribution
 discrete univariate distribution
       matrix distribution
    ../scipy/_lib/unuran/unuran/src/distr/distr_info.c      wrap_dist       join() result is too long for a Python string   scipy.stats._unuran.unuran_wrapper._unpack_dist UNURAN                 2         	            }Ô%IT>h㈵>r<V瞯<          @B       {Gz?Gz?|=-q=Hz>`-!r?P/7????G???   @                  ;f?ư>{Gz?ʡE?"~@9B.:0yE>}'?Z vy?-C6
oʡ@-DT!-DT!?vIh%<=MbP?-C6?ysKp ]ysKp ݿ.Q@    _"Jz5ҰD?J-O<?      P@     H@     v@Q?#B;u <7~                      Gz?      ?      ࿮Gz?      ?      𿻽|=}Ô%IԻ|=      ?@x@xD            $@                    ?                                            ?      ?              ?               x       wrap_dist       warnings        warn    vectorize       _validate_qmc_input             _validate_domain        _validate_args  use_dars        urn_factor      update  _unpack_dist.<locals>.wrap_dist.pmf             _unpack_dist.<locals>.wrap_dist.pdf             _unpack_dist.<locals>.wrap_dist.logpdf          _unpack_dist.<locals>.wrap_dist.cdf             _unpack_dist.<locals>.wrap_dist.__init__        _unpack_dist.<locals>.wrap_dist unpack          unable to allocate shape and strides.           unable to allocate array data.  `u_resolution` must be between 1e-15 and 1e-5.  u_resolution    u_error threading       __test__        support struct  stringsource            <strided and indirect>          <strided and direct or indirect>                <strided and direct>    stop    step    stats   start   squeeze size    shape   __setstate_cython__     __setstate__            set_random_state        self    scipy.stats._unuran.unuran_wrapper              scipy.stats._distn_infrastructure       scipy.stats             scipy._lib._util        scale   `sample_size` must be greater than or equal to 1000.    sample_size     rv_frozen       rv_discrete     rv_continuous   reshape res             ` required but not found.       release __reduce_ex__           __reduce_cython__       __reduce__      ravel   range   random_state    random  __qualname__    `qmc_engine` must be an instance of `scipy.stats.qmc.QMCEngine` or `None`.      qmc_engine      qmc     __pyx_vtable__          __pyx_unpickle__URNG            __pyx_unpickle_Enum     __pyx_type      __pyx_state     __pyx_result            __pyx_getbuffer __pyx_checksum  __pyx_PickleError       prod    probability vector must contain at least one non-zero value.    probability vector must contain only finite / non-nan values.   probability vector must contain at least one element.   __prepare__             
        ppf_hat(u)

        Evaluate the inverse of the CDF of the hat distribution at `u`.

        Parameters
        ----------
        u : array_like
            An array of percentiles

        Returns
        -------
        ppf_hat : array_like
            Array of quantiles corresponding to the given percentiles.

        Examples
        --------
        >>> from scipy.stats.sampling import TransformedDensityRejection
        >>> from scipy.stats import norm
        >>> import numpy as np
        >>> from math import exp
        >>>
        >>> class MyDist:
        ...     def pdf(self, x):
        ...         return exp(-0.5 * x**2)
        ...     def dpdf(self, x):
        ...         return -x * exp(-0.5 * x**2)
        ...
        >>> dist = MyDist()
        >>> rng = TransformedDensityRejection(dist)
        >>>
        >>> rng.ppf_hat(0.5)
        -0.00018050266342393984
        >>> norm.ppf(0.5)
        0.0
        >>> u = np.linspace(0, 1, num=1000)
        >>> ppf_hat = rng.ppf_hat(u)
           pmf     _pmf    place   pickle          `pdf_area` must be > 0  pdf_area        pdf     _pdf    partial _parse_args     pack            `order` must be either 1, 3, or 5.              `order` must be an integer in the range [3, 17].        order   only univariate continuous and discrete distributions supported obj     numpy_rng               numpy.core.umath failed to import               numpy.core.multiarray failed to import  numpy   np              no default __reduce__ due to non-trivial __cinit__      __new__ ndim    nan     namedtuple      __name__        name    __module__      mode    __metaclass__   message memview mean_absolute_error             max_squeeze_hat_ratio   max_error       __main__        logpdf  _logpdf log     loc     kwds    itemsize <= 0 for cython.array  itemsize        isscalar        isnan   isfinite        int32   __init__        inf     __import__      id      guide_factor sizes larger than 3 are not recommended.   guide_factor            got differing extents in dimension %d (got %d and %d)   __getstate__    get     functools       fortran format  float64 flags   error   enumerate       encode  empty_like      empty           dtype_is_object dtype   dpdf    `domain` must contain only non-nan values.      `domain` must be provided when the probability vector is not available.         `domain` must be finite.        `domain` must be a length 2 tuple.      domain  __doc__ dist    __dict__        default_rng     `d` must be consistent with dimension of `qmc_engine`.  d       <contiguous and indirect>       <contiguous and direct> cont    `construction_points` must either be a scalar or a non-empty array.             `construction_points` must be a positive integer.               `construction_points` must be a non-empty array.                construction_points     collections             cline_in_traceback      clear   __class__       __cinit__.<locals>._callback_wrapper            check_random_state      center  cdf_at_mode     cdf     _cdf    capsule         _callback_wrapper               `c` must either be -0.5 or 0.   c               /build/scipy-CRQwve/scipy-1.11.4/scipy/stats/_unuran/unuran_wrapper.pyx bit_generator   _bit_generator  base    astype          ascontiguousarray       asarray argsreduce      args    arange  any             allocate_buffer __all__ all     acquire *       `       _       View.MemoryView ValueError      Unable to convert item to object        _URNG   UNURANError     UError  TypeError               TransformedDensityRejection.ppf_hat (line 932)  TransformedDensityRejection     SimpleRatioUniforms     RuntimeWarning  RuntimeError    RandomState             Raised when an error occurs in the UNU.RAN library.     RLock   QMCEngine       PickleError     PMF returned invalid values:    Out of bounds on buffer access (axis %d)        O               NumericalInversePolynomial      NumericalInverseHermite         NotImplementedError     Method  <MemoryView of %r object>       <MemoryView of %r at 0x%x>      MemoryError     Invalid shape in axis %d: %d.   Invalid pointer to anon_func_state.             Invalid mode, expected 'c' or 'fortran', got %s Indirect dimensions not supported       IndexError              Incompatible checksums (0x%x vs (0xb068931, 0x82a3537, 0x6ae9995) = (name))     Incompatible checksums (0x%x vs (0x0453d1e, 0x74c7631, 0xc5c3b56) = (i, numpy_rng, qrvs_array)) ImportError     If the relative size (guide_factor) is set to 0, sequential search is used. However, this is not recommended, except in exceptional cases, since the discrete sequential search method has almost no setup and is thus faster.  Halton          Failed to initialize the default URNG.          Exact CDF required but not found. Reinitialize the generator  with a `dist` object that contains a `cdf` method to enable  the estimation of u-error.           Empty shape tuple for cython.array      Ellipsis                Either of the methods `pdf` or `logpdf` must be specified for the distribution object `dist`.   DiscreteGuideTable              DiscreteAliasUrn                Cannot index with type '%s'     Cannot create writable memory view from read-only memoryview    Cannot assign to read-only memoryview           Can only create a buffer that is contiguous in memory.          Buffer view does not expose strides     ASCII   LXHD@<840,(T  P   <99666  ?`E<99 6     LL LLLLL 9 LL  LL      LLLLLLLLLLLLLLLL   L 	  9 LL  LLL   L          | x t p l h d ` \ X T P L H D @ < 8 4 0 , ( $                  	     	     __pyx_fatalerror    ;    Խ  пQ  $W  \W  DW  W  W  8Y  \\  Hc  c  dt  l Xu   u  u  (  T  t	  	  	  $
  t
  
,  
l    DD  t  ,      T  4  8  +  d2  D3  X>  DI  U   $b  Hm  x  L  dh    Ģ  D    ,  d    D`    x"  $<  5  $:    4>p   Qd!  DR!  ty!  y"  }\"  "  t#  ,$  '  4`'  T'  Ŀ'  (  $((  t)  )  *  d!L*  h%*  5*  $9`+  9+  ^+  ^,  q-  sd-  -  8-  ķt.  .  /  hD/  (/  (/  t4T0  TR0  tR1  R<1  dS`1  $T1  TT1  $U1  W\2  X2  Y2  d\3  t]D3  ^t3  _3  `3  bH4  c4  e4  dkX5  Xm5  p6  u6  v6  }@7  7  h7  Ċ(8  D8  8  t9  9  9  :  ;  ;  Գ;  4l<  x<  <  =  T=  >  >  >  D?  D?  h?  ?  (?  D?  d(@  L@  @  $XA  tA  DB  B  DC  HC  tC  $C  dC  C   D  DD  |D  $D  D  D  tE  	LE  	E  T
E  
E  F  8PF  F  F   G  XG  G  G  G  ,H  `H  H  d I  $ I   I  H(K  HPK  hdL  iL  M  M  tO  P  4P  pP  P  dP  ԵP  ,Q  TPQ  Q  Q  R  8R  4\R  R  R  4R  ػS  `S  hS  $S  dT  4T  hU  $8U  lU  U  t0V  V  V  tX  8|X  tX  X  XY  |Y  Y  Z  `Z  $Z  Z  [  dP\  \  \  $\  T\  ]  @]  d]  d]  ]  ]  ^  T x^  T^  _  <_  8x_  D_  `  H	L`  	x`  
`  
`  da  ,a  HXa  a  a  (a  a  xb  <b  db  b  b  b  Dc  Xc  c  d  Dd  Td  te  e   e  "4f  #tf  T',g  $)dg  )g  42h  7j  9Dj  4:j  =k  >Tk  Jm  $On  On  Pn  8Q$o  QLo  R|o  (To  To  xV8p  DWlp  Xp  Xp  Yq  8[Lq  ]q  $]q  ]q  d_hr  fr  h$s  i\s  ms  os  Tpt  p4t  8qt  trt  ru  Hs4u  $tu  $zv  ,w  ؁|w  ԇw   x  ,x  x  4x  ؎y  <y  ty  y  y  $ z  ؕ0z  hz  z  xz  ${  ěl{  ؜{  {  4{  DD|  dt|  ğ|  }  T}  h}  d8~  T~  ԭ~  $  H(       Ĵ(  ķЀ  d  T  (  T        T,  4`    ̃  4    D      8  8  D\  4  X         |         8      L  $  (  (  T    t  	  (  Џ  Dt  t  Hȑ  \  (88  ?  tBT  Fp  H0  K̖  $V   fę  tg  k@  lp  nĚ  o  Dr  TsЛ  XuL  (wܜ  w  hy  $z  |  t~P  D    (<    t\  t  D  Ԏԡ    <  Ԓ`      Td           zR x       0          ,    <           @   ,H    A BN       d   X           <   |   Pp    D-A0BCG
 A-AG A-   h      $   A-AP
	BH
 A-BFKg
AA A-AJ
AAMAACAC
AAXA  h   (  8$   A-AP
	BH
 A-BFKg
AA A-AJ
AAMAACAC
AAXA  p     0   A-AP
	BHBI
H A-AGJg
ABH A-AJ
AAMAACAC
AAXA  p     0   A-AP
	BHBI
H A-AGJg
ABH A-AJ
AAMAACAC
AAXA  p   |  p0   A-AP
	BHBI
H A-AGJg
ABH A-AJ
AAMAACAC
AAXA  p     ,0   A-AP
	BHBI
H A-AGJg
ABH A-AJ
AAMAACAC
AAXA  <   d     A-APCBG\
 A-ArLABB4     hh   A-A@CT
 A-AEo
BGA<     	   A-A0CCx
 A-AI
 A-AD     d|   A-AP
	BBEC
PF A-A    d     A-A$#B CC!"B
DA A-AF
DA A-ADL A-A"! $#-o
BA  0         A-A CV
 A-AL
 A-A 4  $  h    A-ACB
	G[nAk
 A-AJFCCXCLIFe
AG
AICHCJCGMALF
DC
BE
AA
BH
EA
DA
E^
FH
BBtRD
Ca
BACGAAHACA     \  D*
   A-ACB
	H[l A-A
	-F
ACCC`CLIC
AyL{RkAHH@     4   A-ApC
	BDm
 A-A   |   P  @P   A-ACB
	HF,k A-A
	-d
AUXtL_LNRGA     L$   A-ApC
	BGF
AXj A-Ap
	-q
AlBSEIFLO
BB
ABA      l  $W   A-ApC
	BGFi A-Ap
	-S
AC
A[BSED
DEDLO
BBB      	  bH   A-ApC
	BGG`k
 A-ARLJCiGXCCD_CTCCJR_GRYA
DF`BJCAH     	  lH   A-ACB
	HBBk
 A-ACFFc
BKZCzIXJLN
BCCQGVJHLA
EdPA
ER
DS
DU
AG
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FPPJ
EL
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AnBA
EA
DFAI
FJ (  
  |$   A-AC
	BFF_[
BMi A-A
	-]LDALC^ABTDAUGJ
AABWJBJCc
CB
AA
Ce
CDLQGPLFOBCEAG
CP
CIAA (     <    A-AH
 A-AA A- (        A-A Dw A-   T   <  Ј8   A-A`D
	
 A-A`
 A-A^Y
BCLCٔ        A-A0BL^A A-A0-P@K A-D0-[I[
F A-IA
CA
CA
CA
CA
CA
Cp
A A-A  L   ,  Ж   A-A`E
	EB
`F A-A   p   |     D-A@DJX
A A-AU
A A-AfL A-A@-Y
GL     d   A-A`BD
	E
`F A-A   l  @  t   A-A`E
	NB^
AAXAH`B A-A
	-y
AAFAAA|AAAAHH
AA[BYAn
AAQ
AAGAAA]AAmCICFCAAQZ
AAW
AAGWP
AAIU`eTCCCAAAAAAA  L     d   A-A`BD
	E
`F A-A   H         A-A`G	
	
`G A-A <   L  t8   A-APCC\
 A-Ak
 A-AT    p   A-ACC
	BL[nAe
 A-AB
AFL
C|AACBFGOJBN
ABFg
BACCACIBCO
ADDALECQAb
BBv
BXCK
DAAAJB        (`   A-A@CDdGA A-A@-CF
A A-AUL A-A@-C
AIi_DRD L   p     A-A`CBBB
 A-AJSD
CCH
BBB          A-A`D
	FUAiAU`F A-A
	-z
AB|
BBBEL
AArMAZ
BBU
AAa
AAQ
BBE
BBL
BBqNk
AAT
BBF
BB]
BBG
BBOBCA 0     l0l    C-A@BCCL A- H     00'   A-A`B
	F
`F A-A$   4  W    A-AB A-       L   \  W   A-A`CBBB
 A-AJSB
CCH
BBB  L     4[   A-A`CBBB
 A-AISD
CCH
BBB  `     ^   A-AP
	CCB
 A-As
 A-AWXNCKALD
DA  `  \d$	   A-A`C
	CCNaS A-A`
	-w{
ABM
BAgAAGFIG A-A`
	-GCG
FCLAE^bBBMCCIECI
BBA
BBA
BBC
BBA
BBCBPN
BBI    |  dlP   A-ACBC
	BBQCIAJDHAK{HIJK]HIJKIHBIBJAKGAAHIJKHHAIAJAKRABHIJKYHIJKBOE A-A
	-CHIJKOHIJKFHIJK}HBIAJAKXHIJKsAAHAIAJAKASAAHIJKNHIJKF^HIJKNHIJKQHIJKCHIJKCHIJKFHIJKPHIJKDHIJKDHIJKbHIJKKHIJKO
HBIAJAKCWHIJKAAAHIJKO
HBIBJAKAJHIJKfHIJKfHIJKDHIJKPHIJKBHIJKMHIJKQHIJKHHIJKC
BBCHIJKC
BBHAIAJAKAN
HBIBJAKBEHIJKCHIJKCHIJKAAAHAIAJAKAHIJKH   d  D   A-A`D
	BE
`G A-A      ̗    A-AB A-   0     ȗp    C-A@BCCM A- H     @%   A-A`B
	F
`G A-A    T      A-AB A-   H  x     A-A`BH
	NE`CrIBQ`E A-A
	-C
AAAAlAAAACw
BAAAICQ[
BBA
BB[BBNDBBpCWCBBG
AAAAa
AAAAC
BBAAq
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	BBD
`G A-A   @   X     A-APCBB]
 A-Af
 A-A   L        A-A`CBBB
 A-AJSB
CCH
BBB  L        A-A`E
	CCCX
`G A-A   p   <  
   A-ApCBBZ A-Ap-Bb
 A-AA{
As
BH
BH
BH
BHC 0     p    C-A@BCCM A- H     @%   A-A`B
	F
`G A-A    0  2    A-AB A-     T  2   A-A`F
	C_CJCrZ
`E A-AC
AAAA
BAAASCV`k
AAAABDBBvCO
AAAAL
AAAA]
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 A-AL
 A-ASAOGALB  L     HF#   A-A`D
	BBD
`G A-A   @      i   A-APCBB]
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	BBCTC8AM
`F A-ACBI
AAAA\
BA  L      H   A-A`G
	BCY
`G A-A   H   !  ȧ`%   A-A`F
	BD
`G A-A0   `!  t    C-A@BCCN A- H   !  @,   A-A`B
	F
`G A-A    !      A-AB A-      "     A-A`CBGIfBTc A-A`-^
A
Ae
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Bg
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	CCVCCADAAAM
`E A-ACBI
AAAAAAAAX
BAAA     <#  `!     A-AC A-   (   `#  \!<    A-AF
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 A-A(   #  !    A-Ae
 A-DA A-     #  ",    A-AG A-   4    $  "    A-A B\
 A-AL
 A-A p   8$  4#   A-A@CDBm
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CAF
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 A-A p   $&  ,   A-A0BEk
C A-AQ
BMK A-A0-CC A-A0-B  @   &  d.   A-A DY
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 A-A <   &  4/   A-APCBG\
 A-ArLABB   '  0   A-AP
	CFCf
DA A-AMDA A-AP
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D A-AEJ A-AP
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	CCFc
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	BBCGOE
 A-AQ A-    H,  b   A-A`CBGP_u A-A`-]
A
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AAk
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A A-AQ
BML A-A@-F
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   A-ABG
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A A-AAD A-   H/  4   A-ABEBBBAAD A-A-ZFL
CAB A-As
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	D4
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	-C
CA A-ACK A-AP
	-M
AD
B[ 0    1  L   B-A Cc
 A-AF
 A-A ,   41  X   A-ADBz
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 A-AX A-   0   1  `$   A-ADCCq
 A-A        2  P    A-AB A-   0   D2  H   A-A Er
 B A-A       x2  4    A-AB A-   <   2  0   A-AP
	BD[
 A-A     2     A-A`D
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	-BCDDJDANAAAAAAL   3  ĩP   A-A`B
	BBBC
`F A-A     3  Ķ   A-A`D
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	-FJB
BATBUAE
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AAFALLIAAAAM
AA  (   4  <    A-AD
 A-DA A- 8    5      A-A0BD`
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 A-DA A- (   5  |<    A-AD
 A-DA A-     6  P    A-AP A-   ,   @6      A-Ae
 A-AE
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 A-A,   6   |    A-A BS
 A-AD A-    6  ph    R-AD A-        7  h    R-AD A-       D7  h    R-AD A-   0   h7  T    A-A BX
 A-AC
 A-C 0   7      A-A BX
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 A-B]
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C A-AV
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 A-AFF
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 A-AU
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 A-A 0   |:      A-A CN
 A-AZ
 A-A 0   :  `    A-A CM
 A-AZ
 A-A    :  (   A-ACB
	BIUL A-A
	-KGWAhBD
ADAL
AABAAA    p;  <   A-ACB
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	-KHWAhBD
ADAM
AABAAA $   ;  p    J-B CK A-   P  $<  t'   A-ACBB
	JBX{HxHrHKHGk]AB{AAL A-A
	-HDAAFHBHFHBHG
HDLLAHJHHCHQ
HDN
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BFHAHHAHEAAAAHAHiH  $   x=      J-B CK A-     =  @   A-ACBF
	CEB\HxHAAL A-A
	-pAABb
AAA{HBHEHBHw
HDTHJHHCHE
HDZHEHMHIHHPHSHAH\HCH^HEHOHAHcAAAAHAHZH $   >  (    J-B CK A-   <  >  $   A-ACBB
	KBRbHxHKAAL A-A
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HDJHJHO
AHCHQ
HDfHEHMHIHHQHGHAHP
BRHCHuHE
HDAH\AAAAHAHmHAH  $   @  0@    J-B CK A-     D@  @$   A-ACBB
	HCTAAL A-A
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HDM
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 A-AC A-   8   B  dd    A-A0BCK
 A-AC A-       B  @dh    R-AD A-        C  dh    R-AD A-   4   DC  d   A-A Br
 A-AD
 A-A     |C  el    A-AO
 A-A4   C  e    A-A BT
 A-AE
 A-A     C  Tf    A-AB A-   0   C  Pf    A-A CL
 A-AM A-$   0D  m   A-A B A-,   XD  fh    A-A DF
 A-AJ A-    D  f,    A-AG A-   ,   D  fd    A-A CF
 A-AJ A-,   D  gd    A-A CF
 A-AJ A-    E  @g,    A-AG A-   0   0E  Lg   A-A@CCx
 A-Bc
 A-AH   dE  h   A-A0BET
A A-APC A-A0-H 8   E  it    A-A0BBH
 A-AK A-   8   E  i    A-A DP
 A-CE
 A-CI A- 4   (F  Dj<   A-A@CC]
 A-Bd
 A-A      `F  Ll   A-ApCE	
LJILFD A-Ap
	-PGMGCD A-Ap
	-iAhxCZKdDGJ
	  ,   $G  Xr4   A-ACBh
 A-A   0   TG  \t   A-A0BCB
 A-A 0   G  u   A-A0BCC
 A-A t   G  Px(   A-A@BHgC A-A@-CRGJ A-A@-TCCKB H   4H  z   A-A0DD[
 A-AF
 A-AO
 A-A      H  <{X   A-AP
	BDEDzAD A-AP
	-bH A-AP
	-F
DA A-A  4   I  }   A-A@CC}
 A-A]
 A-A,   DI  ~    A-A0BD`
 A-A 4   tI  i
   A-A`BCC A-(   I  $t   A-A B A-   ,   I  v   A-A0BD A-   ,   J  $z    A-A0BBf A- ,   8J  z   A-A0BB_ A-`   hJ  T~    A-A0CDP
A A-AFA A-A0-B A-A0-(   J  ~4    A-AE
 A-BA A-     J  ~    A-AM
 A-M   K  $   A-ApC
	COuBrP A-Ap
	-ZA\IAW^UF
AT\
AAlHUAAA    K  8L    A-AO A-   @   K  `    A-A BT
 A-AK
 A-AQ
 A-A     L  pz$    A-AC A-   (   4L      A-A CN
 A-A L   `L  pp   A-A0BCo
 A-AF
 A-AL
 A-A  H   L  (   A-A0BBa
 A-AF
 A-AI
 A-A   L   L  p    A-A0BMNC A-A0-D A-A0-   LM   x   A-ACC
	OCBsAAM A-A
	-gIr
AAA
AAAAAAM
AAA   L   N  Ě   A-A0DY
 A-AXPPAHA
BE
A A-AJ   D   XN  Lx)   A-ACBG
	k
 A-   8   N  D   A-A0BHd
A A-ARJ A-     N   ,    A-AG A-        O  ,<    A-AK A-       $O  H,    A-AG A-       HO  T<    D-AF A-       lO  p<    A-AK A-       O  ,    A-AG A-   D   O  `   A-A@BDxPD A-A@-A    O      A-A\
 A-A     P      A-AH
 A-A    DP       A-AB A-   \   hP     A-A DM
B A-AMB A-B -F
A A-ABB A-A -MZ  `   P  ԡ   A-A0C]
AR
B A-AMC A-A0-I
B A-EBB A-A0-NM ,   ,Q  p    A-A BX
 A-BF A-,   \Q      A-A BW
 A-BI A-8   Q  `   A-A0CCv
 A-Af
 A-A|   Q     A-A CKHRBHA A-A H-R
AHB A-ABAHB A-A -MBHHBHD A-B -OM    HR  Dp    T-AD A-   ,   lR      A-A CW
 A-AE A-(   R  d    A-A BI
 A-A (   R  4d    A-A BI
 A-A 4   R  l    A-AS
 A-GA
 A-HA A-   $   ,S   |    A-A BI
 A-A$   TS  XT    A-A BI
 A-A(   |S      A-AR
 A-BJ A- (   S      A-AR
 A-BJ A-     S  L    A-AS
 A-A    S  ԫ    A-AW
 A-A    T  T    A-AW
 A-A    @T  ܬ    D-AU
 A-A$   dT  \L    A-A BI
 A-A$   T  L    A-A BI
 A-A,   T  x   A-A0BC}
 A-A$   T  D    A-A BK A-   (   U  @    A-AC
 A-AF A-     8U  ((    A-AC A-   H   \U  0   A-A@BFO
 A-AL
 A-AJ
 A-A   <   U     A-A0CDI
 A-BY
 A-A$   U  l    J-A BL A-   $   V  d    A-A CR A-    8V      A-AB A-   4   \V       A-A DBHN
H A-AJH A-   V  X   C-A`B
	FOCA@BABCAAAD
 A-ACMBAA -B`
	-GJABA      DW  X    A-AB A-      hW  Tt   A-A`BG	
AAAR
AAAD A-AACAAA A-A`-P
 A-AM
	X   W  D   A-A0BGk
D A-AAC A-A0-P
 A-AM8   HX     C-A0BD[
 A-AG A-  <   X  Lh   C-A0BGWCWI
 A-AE A-     X  x`   A-A`BCDHM	
AAcBADH A-A`
	H-GQH A-A`
	H-UB	
AAP
BAA  4   |Y      A-A0CBHI}
HI A-A  (   Y  h    A-AE
 A-AM A- <  Y     A-ABGKJDBIHAM	L
AONqHIJKLMNOO A-AHIJKL
M	NO-AIHAKJAMLAONC A-AHIJKL
M	NO-m
AIHAKJAMLAONAa
BIHBKJAONDMLA A-AZHIJKLMNONHIJKL
M	NO 0   [  \`   A-AABJB	
EBIHbKJEL[KJALHBAAIHK A-A
	HIJKL-UHIJKLN
	HICJKLMKJALABAAIHA
	HIJKLKKJALPJKLCKJBLBHIAAA	
AIHAKJAL   <   T\     A-A0CEHx
H A-Ak
H A-A <   \  <    A-A0BT
 A-AC
 A-AC
 A-A  |   \  T   A-ABCEHICJKCLMNOm
NOLMJKHI A-AJ	
Z
AZ
AMC
	  L   T]  |h   B-AP
	EBHICJM
JHI A-Ao
JHI A-A    ]     A-ACFHIHRBIHAHIRAIHBMK A-AHI-B
AIHBBKJSOND	
DMLEHIJKLMNONHIJKTML^MLVBIHAKJDHIJKLMLMLD
	LMNOkLMNOB	
AMLAONN
AMLAONAQLMNOC
	LMNONLMNOI
	LMNOBLMNOD
	LMNOUHIJKLMNOAA	
AIHAKJAMLAON  \_      A-ABBHK	
BAIHAJBHIJMD A-A-XGB A-A-OA
	HIJaBAIHAJFBA A-A
	HIJ-C
BJBBIHBQBBIHAJEBA A-A-L
	HIJDHIJFIHOIHC
	HIJKHIJI	
AAIHAJ(   `      A-A B[
 A-A 0   a      A-A BI
 A-AH
 A-A (   Ha      A-A B[
 A-A $   ta      A-A BW
 A-A,   a      C-A BR
 A-AE A-<   a      A-A0FDi
C A-ARD
 A-A  ,   b  d    C-A BR
 A-AE A-H   <b     A-A0FDj
C A-AGQ A-A0-S 0   b  8    C-A BX
 A-AE A-0   b      A-A0CC[
 A-A  0   b  `    A-A0CC\
 A-A  0   $c      A-A0CC]
 A-A  @   Xc     A-A@CCCA
 A-AU A- T   c     A-A@CCE
 A-AW
 A-AK A-      c  \    A-AB A-   (   d  Tx    A-A BCHUH A- p   Dd     A-A CGHR
BHARAHB A-A -MB A-B H-BAHB A-A -NHIBH   d  T   A-ABEHIGJKLMNOv	
H
NOLMJKHI A-AY
	eE
	aB
	n
BS4   <e      A-A BZ
 A-AQ
 A-A4   te      A-A BG
 A-A]
 A-A D   e  P8   A-A`ABDEy
 A-AT
 A-A8   e  H   A-A`CBCCx
 A-A  ,   0f      A-APCBC]
 A-A    `f  <H    A-AE A-   ,   f  h    A-A F
 A-AU
 A-A  ,   f  T   A-A0EL A- D   f  <   A-A@CT
 A-AJ
 A-ABK
AASD  (   ,g  L    A-AI
 A-BA A- (   Xg      A-A CI
 A-A     g      A-AU
 A-A$   g      A-A CZ A-<   g  h   A-A`B
	CD A-$   h  Ѝ    A-B C\ A-   8h  4   A-ACB
	CBJC^AQVBj A-A
	-KkF`AEEAMRAdZRQ
AACAA  h   i  \   A-A@BBB
 A-AD
 A-ATYAJAPBRG L   |i     V-A0EO A-F0-]U
CB
BA
BA  L   i  T
   A-B`D
	CCCB
`F A-A   0   j       A-A BP
 A-AR
 A-A (   Pj     A-A CI
 A-A \   |j  X   A-A0CN
 A-ASV
AC
AAIVCN
AC
AE
A  4   j     A-A CM
 A-Aa
 A-A <   k  h   A-A@ECCq
@D A-A 4   Tk     A-A CR
 A-AE
 A-A 4   k     A-A]
 A-AW
 A-BA
 A-A    k     A-At
 A-A,   k     A-Ah
 A-AW
 A-B  4   l  H   A-AR
 A-AM
 A-BM
 A-B,   Pl      A-AL
 A-AM
 A-B  4   l      A-AJ
 A-AC
 A-AN
 A-A    l  (    A-Ak
 A-Ad   l     A-A0CLSBB A-A0-M
BMB A-A0-MMM
A   ,   Dm  |   A-AX
 A-AM
 A-B  D   tm  h,   A-AP
	CBJKBHIBLM~LMJKHI A-  4   m  P    A-A0BCJHIl
JHI A-A    m  ,!4    A-AD A-       n  D!     A-AD A-   T   <n  @!   A-AP
	CCHIEJKS
JKHI A-A^JKHI A-  ,   n  !   V-A Y A-D -BHEH$   n  "X    A-A BP A-   t   n   #   A-A CHHR
BHARAHB A-A -MC A-A H-B
AHB A-AEBHA A-E -|   do  h$   E-A@CHIHKJWKJO
HI A-ARHI A-D@HI-HJKA
KJCY
KJFC
KJBO
KJBaKJD   o  &   A-AP
	BBHICJKLMzLMJKHI A-X   ,p  '   A-ACCEHIEJ
K	LMNOg
NOLMJKHI A-A H   p  $)   A-A@CDJFIHlIHD
J A-ALIHQHI   T   p  *x   A-ABFHIJ
K	LMNO
NOLMJKHI A-A  $   ,q  .L   A-A C_
 A-A    Tq  0$    A-AC A-   h   xq  0\   A-AP
	BFCBHa
AAHA A-AEHO A-AP
	H-   h   q  1p   A-A@BO
 A-AXDXC[]BUAANLJC $   Pr  4    A-A BT
 A-A   xr  4   A-A@CDIHGe
BIHD A-ABBIHD A-A@HI-UAIHA A-A@HI-MIHD
 A-ANHIA
AIHA  4    s  6   A-A^
 A-AU
 A-AN
 A-B   Xs  T8   A-ABCBJHIGLR	
aa
LHI A-A\KJ]KJ_JKDKJTJKO
	JKCKJBA
	JKE    s  ;   A-ApBCB
	NHI_
HI A-Au
HI A-AAKJBLWKJALHJKLH
KJALARKJAL(   xt  =    A-A BO
 A-A ,   t  H>    A-A0BCf
 A-A 0   t  ?$   A-A0BC^
 A-A  8   u  ?   C-A0BZPD
 A-AE A-   4   Du  @|    A-AH
 A-MB
 A-AA A-   0   |u   A    C-A B]
 A-AE A-4   u  A    A-A BT
 A-AD
 A-A 0   u  DB   C-A0BDWCWC A-     v  CL    C-A  ,   8v  DC    A-A0C^
 A-A  (   hv  C   A-A EA
 A-AP   v  E   A-AP
	BCr
 A-AE`
A A-AvA  D   v  G   A-A`CE
	SeP
 A-AA      0w  0I     A-AC A-   0   Tw  ,IP   A-A0CC~
 A-A      w  HJ   A-AG
 A-A8   w  L    A-A0DCX
 A-AK
 A-AD   w  M$   A-AP
	BDHIJKEKg
JKHI A-B   ,   0x  pNd   A-ADF
 A-A   x   `x  O0   A-ApA
	BDI
 A-AcrA A-Ap
	-XVGPA     x  `U   A-A`C
	CYDEHmHBBg
 A-Ad
 A-AmHRHZ A-A`
	H-   X   py  |Z   A-A@CCD
 A-AZ
 A-AD
 A-A|   y  $_@   C-A0DHIMJRJCHI A-B0HI-HHI A-A0HIJ-B
JEHI A-AJ
JAHI A-A     Lz  _    H-AV
 A-A   pz  \`L   A-ABH
I	BJKBCBLMIONsONGLMJKHI A-AH
I	JKLMNO-SONRNOM
ONAMON  x   {  b    A-A@CHIGKJEWCKJAHI A-A@HI-EHI A-A@HIJK-CKJCHI A-     {  b   A-ABHICGJKL
M	NOJ^J
NOLMJKHI A-ADbH
NOLMJKHI A-AjV
AC T   |  eT   A-ApCJKCLMKCH
I	DNOv
NOLMJKHI A-A   0   h|  h   S-B\ -H-N
 A-A  \   |  jH   F-A0DHIcHI A-D0HI-ZJP
JBI
JDN
JCHI A-BCJ  x   |  pl   A-AP
	CBHIHc
IHA A-AFIHE A-AP
	HI-qIHBHIb
IHBA
IHB     x}  nP   A-AFDH	
HIHkfAAIHA
	HISBIHA
	MM A-A
	HI-A
AIHAHPBHIM
	HIR
BIHAM
BIHAM[
AAIHAQM
BIHAMBIHB	
AAIHAB (   x~  r    K-A BL
 A-A    ~  xs   A-AP
	CCHIBBKJdLVLDAKJFHI A-AP
	HIJK-DLSLXLSLAAKJAJKLHJKLMJKLAALAKJ      L  v   A-AABIHIDD	
CCCLAKJKAAAAKJALC
	JKLQAAAAKJALLHI A-A
	HIJKL-LJKLNA	
AAALAKJ     4  x0   A-AP
	CCGIHDJIHBJE A-AP
	HIJ-AIHBJD A-AP
	HIJ-C
IHBJCKIHAJBHIJKIHBJ       {   A-AFCH	
WBzWZ
AAAQAAA
	ML A-A
	-rBAA
	AN
	x
NB
ASANA
	^
AAAA
AAAVA	
AAAAL
AAABPD(     |    K-A BL
 A-A       P   A-A`B
	DHIBCKJO
AKJAPLKLNBKJDHI A-A`
	HIJK-JAKJAJKLT
ALAKJAKJKLOJKL|   Ă  Ȅ(   A-AP
	CCJKBBIHgAIHFJK A-AP
	HIJK-c
AIHARHIMHIHAIH    D  x   A-AABIHIBDC	
EKJCMLANeAAAKJAMLANLHI A-A
	HIJKLMN-AAAAKJAMLANQAA	
AKJAMLAN       x8   A-A`B
	DHIBCLAKJ
ALAKJAeBKJALDHI A-A`
	HIJKL-rJKLOJKLHALAKJ         A-ABCEHIFJKLMN
O	byMK
NOLMJKHI A-AFu
A3DN
A}CO
BM
AN
AU
Ah
Ax
A
AM
Ac
AM       X   A-AP
	FBCM~JzAAD A-AP
	-vOP
AAAYVAA         A-AP
	CHBWHRHkABA A-AP
	-RMB A-AP
	-OBBPIH          A-ABCDFIHCKJDM	L
CONwKJBIHAMLAONG A-AHIJKL
M	NO-RIHAKJAMLAONA A-A-I A-AHIJKL
M	NO-bIHAKJAMLAON        |   A-ADEHIN
HI A-AC	
DBKJIMLANJAAKJAMLANA
	JKMBBKJA
	JKLMNJJKLMNAA	
AKJAMLAN       \h   A-A`B
	CHIQ
HI A-ABEVhAAAI
EBHI A-ADBBC
BABHI A-AN
AAA  0    0   A-ADDJKLMV
BAABAAA	AHAIANAOBHABAAAAAAIANAOJDLMJK A-A
	HIJKLMNO-EAAAAAAAAHAIANAOC
	HINObHINOAAAAAAA
A	AHAIANAO   P     A-A`B
	DrIH`HIND A-A`
	HI-
CIHA A-A[KJBcAAIHAKJAHImJKLKAKJALC
AIHAIJKfLALAKJFJK\
LAbJKyJKEJKMJKKJKSJKLSLIJKZJKMAKJTHINHIJKLRALAKJAJKMAKJAJKLK
ALAKJAK
ALAKJAKALAKJBALAKJLHIJKLAALAIHAKJLLCAKJ       <         A-AP
 A-BA
 A-CE
 A-GA A- 8   T  h<   A-ADCE}
 A-A ,     l   A-AEDp
 A-A   P     L   A-A0Cw
 A-AKSE A-A0-CDCMA <     @   A-A0C[
 A-Aa
 A-A    T  D   A-A CKH`HCB A-D -MB A-B H-B
HCB A-CB
AHB A-ABAHB A-A -NHNAHAM 8        A-AP
	CDBCr A-  x      |   A-A CHHRBHA A-A H-R
AHB A-ABAHB A-A -MBHWBHE A-B - D        A-A@CCt
 A-AZ
 A-AD     g   A-ACBI
	DC A-  <   ,  D    A-A BR
 A-AE
 A-AD A-4   l     A-A0ER
 A-AT
 A-A 4     j\   A-ACBBCI A-     ܏      A-ADD X     p   A-A0BB{
 A-AG
 A-AG
 A-BL
 A-AD   X  p   A-ACB
	CCCBn
 A-A  X        A-A@BC]
 A-AOb
B_VE
BA
AG
BP  \    d   C-ABBC
	_NAIHBKJAMLdNDIHAKJAMLA A-A
	-LFKJCIHCML^CHIJKLMo A-A
	HIJKLMN-BNDHIJKLMCHIJKLMNGND HIJKLM-N
	-PHIJKLMBHIJKLMACMC  ,   \      A-A0BCW A- D        A-A@BEHn
H A-A`
H A-A    Ԓ  `   A-ABBNC	
CCBJBIHAAAAIHAJB
	HIJABAAAIHAJJ A-A
	HIJ-KHIJAA	
AAAJAIH             A-AH
 A-A    Г      A-Af
 A-B,        A-A0BG{
 A-A ,   $      A-A0BCd
 A-A 4   T  L   A-AO
 A-MG
 A-Ab
 A-A          A-A^
 A-A     l<   A-AP
	BCILTEW
 A-BI A-BP
	-CG
 A-IE
 A-BE
 A-BE
 A-BE A-    X     A-ABF
	W[DC_m A-A
	-N
CIJFL
 A-AFxLo
A
ElEROD
FA
Fr
D|
F |   4  H   A-ApBCCG	
CRAD
 A-AF	
OC A-Ap-I A- $         I-AF A-          ܖ  `4                d$    AF                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          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                          X
                   o    (                          P      
                                  
                                             o    P      o    
            '              a      	              o    X'      o           o    %      o                                                                                          
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                       H                                                                                                          R           ȋ     Ћ                     ȋ     Ћ                     ȋ                          ȋ                          ȋ                          ȋ                          @     H                     ȋ                               Ћ                                                                                                             I                   (     ؍                     ؍                                                                                                           (     H     @                                        Ћ                (     0                          (     H     @             ȏ     Џ     ؏                           ȏ     Џ     ؏             Ћ          ȓ     ؍                     Ћ               ؍                     Ћ                          0               ؍             P     !                    Ћ           ؓ          Г     ؍             P     0a                            Ћ                           (     ؍             P     4e                    Ћ                (     0     ؍             P      	                                    
        ppf(u)

        PPF of the given distribution.

        Parameters
        ----------
        u : array_like
            Quantiles.

        Returns
        -------
        ppf : array_like
            Percentiles corresponding to given quantiles `u`.
           
        qrvs(size=None, d=None, qmc_engine=None)

        Quasi-random variates of the given RV.

        The `qmc_engine` is used to draw uniform quasi-random variates, and
        these are converted to quasi-random variates of the given RV using
        inverse transform sampling.

        Parameters
        ----------
        size : int, tuple of ints, or None; optional
            Defines shape of random variates array. Default is ``None``.
        d : int or None, optional
            Defines dimension of uniform quasi-random variates to be
            transformed. Default is ``None``.
        qmc_engine : scipy.stats.qmc.QMCEngine(d=1), optional
            Defines the object to use for drawing
            quasi-random variates. Default is ``None``, which uses
            `scipy.stats.qmc.Halton(1)`.

        Returns
        -------
        rvs : ndarray or scalar
            Quasi-random variates. See Notes for shape information.

        Notes
        -----
        The shape of the output array depends on `size`, `d`, and `qmc_engine`.
        The intent is for the interface to be natural, but the detailed rules
        to achieve this are complicated.

        - If `qmc_engine` is ``None``, a `scipy.stats.qmc.Halton` instance is
          created with dimension `d`. If `d` is not provided, ``d=1``.
        - If `qmc_engine` is not ``None`` and `d` is ``None``, `d` is
          determined from the dimension of the `qmc_engine`.
        - If `qmc_engine` is not ``None`` and `d` is not ``None`` but the
          dimensions are inconsistent, a ``ValueError`` is raised.
        - After `d` is determined according to the rules above, the output
          shape is ``tuple_shape + d_shape``, where:

              - ``tuple_shape = tuple()`` if `size` is ``None``,
              - ``tuple_shape = (size,)`` if `size` is an ``int``,
              - ``tuple_shape = size`` if `size` is a sequence,
              - ``d_shape = tuple()`` if `d` is ``None`` or `d` is 1, and
              - ``d_shape = (d,)`` if `d` is greater than 1.

        The elements of the returned array are part of a low-discrepancy
        sequence. If `d` is 1, this means that none of the samples are truly
        independent. If `d` > 1, each slice ``rvs[..., i]`` will be of a
        quasi-independent sequence; see `scipy.stats.qmc.QMCEngine` for
        details. Note that when `d` > 1, the samples returned are still those
        of the provided univariate distribution, not a multivariate
        generalization of that distribution.

         
        u_error(sample_size=100000)

        Estimate the u-error of the approximation using Monte Carlo simulation.
        This is only available if the generator was initialized with a `dist`
        object containing the implementation of the exact CDF under `cdf` method.

        Parameters
        ----------
        sample_size : int, optional
            Number of samples to use for the estimation. It must be greater than
            or equal to 1000.

        Returns
        -------
        max_error : float
            Maximum u-error.
        mean_absolute_error : float
            Mean absolute u-error.
                 
        ppf(u)

        Approximated PPF of the given distribution.

        Parameters
        ----------
        u : array_like
            Quantiles.

        Returns
        -------
        ppf : array_like
            Percentiles corresponding to given quantiles `u`.
              
        qrvs(size=None, d=None, qmc_engine=None)

        Quasi-random variates of the given RV.

        The `qmc_engine` is used to draw uniform quasi-random variates, and
        these are converted to quasi-random variates of the given RV using
        inverse transform sampling.

        Parameters
        ----------
        size : int, tuple of ints, or None; optional
            Defines shape of random variates array. Default is ``None``.
        d : int or None, optional
            Defines dimension of uniform quasi-random variates to be
            transformed. Default is ``None``.
        qmc_engine : scipy.stats.qmc.QMCEngine(d=1), optional
            Defines the object to use for drawing
            quasi-random variates. Default is ``None``, which uses
            `scipy.stats.qmc.Halton(1)`.

        Returns
        -------
        rvs : ndarray or scalar
            Quasi-random variates. See Notes for shape information.

        Notes
        -----
        The shape of the output array depends on `size`, `d`, and `qmc_engine`.
        The intent is for the interface to be natural, but the detailed rules
        to achieve this are complicated.

        - If `qmc_engine` is ``None``, a `scipy.stats.qmc.Halton` instance is
          created with dimension `d`. If `d` is not provided, ``d=1``.
        - If `qmc_engine` is not ``None`` and `d` is ``None``, `d` is
          determined from the dimension of the `qmc_engine`.
        - If `qmc_engine` is not ``None`` and `d` is not ``None`` but the
          dimensions are inconsistent, a ``ValueError`` is raised.
        - After `d` is determined according to the rules above, the output
          shape is ``tuple_shape + d_shape``, where:

              - ``tuple_shape = tuple()`` if `size` is ``None``,
              - ``tuple_shape = (size,)`` if `size` is an ``int``,
              - ``tuple_shape = size`` if `size` is a sequence,
              - ``d_shape = tuple()`` if `d` is ``None`` or `d` is 1, and
              - ``d_shape = (d,)`` if `d` is greater than 1.

        The elements of the returned array are part of a low-discrepancy
        sequence. If `d` is 1, this means that none of the samples are truly
        independent. If `d` > 1, each slice ``rvs[..., i]`` will be of a
        quasi-independent sequence; see `scipy.stats.qmc.QMCEngine` for
        details. Note that when `d` > 1, the samples returned are still those
        of the provided univariate distribution, not a multivariate
        generalization of that distribution.

         
        u_error(sample_size=100000)

        Estimate the u-error of the approximation using Monte Carlo simulation.
        This is only available if the generator was initialized with a `dist`
        object containing the implementation of the exact CDF under `cdf` method.

        Parameters
        ----------
        sample_size : int, optional
            Number of samples to use for the estimation. It must be greater than
            or equal to 1000.

        Returns
        -------
        max_error : float
            Maximum u-error.
        mean_absolute_error : float
            Mean absolute u-error.
                 
        ppf(u)

        Approximated PPF of the given distribution.

        Parameters
        ----------
        u : array_like
            Quantiles.

        Returns
        -------
        ppf : array_like
            Percentiles corresponding to given quantiles `u`.
              
        cdf(x)

        Approximated cumulative distribution function of the given distribution.

        Parameters
        ----------
        x : array_like
            Quantiles, with the last axis of `x` denoting the components.

        Returns
        -------
        cdf : array_like
            Approximated cumulative distribution function evaluated at `x`.
                
        ppf_hat(u)

        Evaluate the inverse of the CDF of the hat distribution at `u`.

        Parameters
        ----------
        u : array_like
            An array of percentiles

        Returns
        -------
        ppf_hat : array_like
            Array of quantiles corresponding to the given percentiles.

        Examples
        --------
        >>> from scipy.stats.sampling import TransformedDensityRejection
        >>> from scipy.stats import norm
        >>> import numpy as np
        >>> from math import exp
        >>>
        >>> class MyDist:
        ...     def pdf(self, x):
        ...         return exp(-0.5 * x**2)
        ...     def dpdf(self, x):
        ...         return -x * exp(-0.5 * x**2)
        ...
        >>> dist = MyDist()
        >>> rng = TransformedDensityRejection(dist)
        >>>
        >>> rng.ppf_hat(0.5)
        -0.00018050266342393984
        >>> norm.ppf(0.5)
        0.0
        >>> u = np.linspace(0, 1, num=1000)
        >>> ppf_hat = rng.ppf_hat(u)
                   
        set_random_state(random_state=None)

        Set the underlying uniform random number generator.

        Parameters
        ----------
        random_state : {None, int, `numpy.random.Generator`,
                        `numpy.random.RandomState`}, optional

            A NumPy random number generator or seed for the underlying NumPy random
            number generator used to generate the stream of uniform random numbers.
            If `random_state` is None (or `np.random`), the `numpy.random.RandomState`
            singleton is used.
            If `random_state` is an int, a new ``RandomState`` instance is used,
            seeded with `random_state`.
            If `random_state` is already a ``Generator`` or ``RandomState`` instance then
            that instance is used.
               
        rvs(size=None, random_state=None)

        Sample from the distribution.

        Parameters
        ----------
        size : int or tuple, optional
            The shape of samples. Default is ``None`` in which case a scalar
            sample is returned.
        random_state : {None, int, `numpy.random.Generator`,
                        `numpy.random.RandomState`}, optional

            A NumPy random number generator or seed for the underlying NumPy random
            number generator used to generate the stream of uniform random numbers.
            If `random_state` is None (or `np.random`), `random_state` provided during
            initialization is used.
            If `random_state` is an int, a new ``RandomState`` instance is used,
            seeded with `random_state`.
            If `random_state` is already a ``Generator`` or ``RandomState`` instance then
            that instance is used.

        Returns
        -------
        rvs : array_like
            A NumPy array of random variates.
                       0     8     @                                                    ؋                     P     (Y                                     H     X     `           h                                                                                                                                                                              @     Ȋ          @                                     X                                                                                                                                                                                                             h               p                                                                                                                      D     H      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F                         0G                                                         Ю                                                                                                                                        `                             (     Р                             0     4                             @                                  x                                                                          H                         X     @                    h                         p                                D                         E                                                    A             :                :                                                                               $M                         ]                                                         0                                                                          P     H                    p?                         @                                                    <             9     PJ     t     9                                                                               D            p                                          d                          `                                                                                                          pF                        PY                 P     0                                                      d              p                                                          Ц            '                      &                        $     P     T                                                       `                          0     d             @             p     d                                                                       a            @)                                     Ƞ     
            0     Р     P            P-          `                                                         P                                                                                     8                                   x                                         $                      `          7                      p     P     &                                =                                                      8                               P                               p                                    P     ^                      h     8     	                                #                      Е     p                           x     @     '                      p     0                               P                           H     @                                    `                                L                      x     x                               P     "                                 0                                $                                                      X                                                                                               (     x                          0     `                               @                          ؘ                                X                                                                          )                                                                                     `          
                     h                                    `     4                           H                               8                          @     (                                                         h                               H                                         /                      8          
                     Ў                                                              h                               @                                                               x     `     !                            P                                @                          @     8                          0     0                                (                          x                                @                               `                               h                                                                                                                             P                                                                                                                                                                                          P     x                                0     H                                                                                                                                                      X                                                               0                                                              Г                               P                                                                                              ،                               0     `     %                          P     
                          H                          (     0                                                         0                                                                          1                                2                           0     D                           (                                                                                           H                               @                               h          7                                                               	                     Ћ                               8                                                                    x                          @     x                          h     P     #                           0                                     H                      `          +                                                                                      @                                                              X     p                          p     h                          `     X     
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     H	                                                H
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