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                   Q                                                                                    E                     -                     a                                                                                                                              y                                              LT               __gmon_start__ _ITM_deregisterTMCloneTable _ITM_registerTMCloneTable __cxa_finalize __stack_chk_guard PyGILState_Ensure PyExc_ZeroDivisionError PyErr_SetString PyGILState_Release __stack_chk_fail _Py_Dealloc malloc __memset_chk free memset Py_EnterRecursiveCall Py_LeaveRecursiveCall PyObject_Call _PyDict_GetItem_KnownHash PyMethod_Type _Py_TrueStruct _Py_FalseStruct _Py_NoneStruct PyErr_Occurred PyExc_SystemError PyObject_IsTrue PyExc_NameError PyErr_Format PyObject_GetAttr PyTuple_New PyUnicode_Type PyLong_FromLong PyExc_TypeError PyBaseObject_Type PyType_IsSubtype PyDict_Size PyEval_SaveThread PyEval_RestoreThread PySlice_New PyExc_ValueError PyNumber_TrueDivide PyNumber_Multiply PyObject_SetItem PyUnicode_Format PyFloat_Type PyFloat_AsDouble PyFloat_FromDouble PyObject_GetAttrString PyDict_SetItemString PyExc_AttributeError PyErr_ExceptionMatches PyErr_Clear PyThreadState_Get PyInterpreterState_GetID PyExc_ImportError PyModule_NewObject PyModule_GetDict PyOS_snprintf PyErr_WarnEx PyDict_GetItemString PyModule_GetName PyCapsule_IsValid PyCapsule_GetName PyCapsule_GetPointer PyList_New PyDict_New PyImport_ImportModuleLevelObject PyErr_Fetch PyUnicode_AsUTF8AndSize PyCode_NewEmpty PyErr_Restore PyInit__decomp_update PyModuleDef_Init PyCFunction_Type PyLong_Type PyLong_AsSsize_t PyList_Type PyTuple_Type PyLong_FromSsize_t PyObject_GetItem PyNumber_Index PyExc_OverflowError PyErr_GivenExceptionMatches PyExc_IndexError _PyObject_GetDictPtr PyObject_Not PyObject_SetAttr PyFrame_New PyTraceBack_Here PyUnicode_FromFormat PyUnicode_AsUTF8 memmove PyMem_Realloc PyMem_Malloc PyLong_AsLong PyExc_DeprecationWarning PyErr_WarnFormat memcmp PyObject_RichCompare PyUnicode_New _PyUnicode_FastCopyCharacters memcpy PyErr_SetObject PyExc_RuntimeError Py_GetVersion PyBytes_FromStringAndSize PyUnicode_FromStringAndSize PyImport_AddModule PyObject_SetAttrString PyUnicode_InternFromString PyUnicode_Decode PyObject_Hash PyImport_GetModuleDict PyTuple_Pack PyImport_ImportModule PyDict_SetItem PyCMethod_New PyErr_GetExcInfo PyCapsule_Type PyExc_Exception PyErr_NormalizeException PyException_SetTraceback PyErr_SetExcInfo PyErr_PrintEx PyUnicode_FromString PyErr_WriteUnraisable PyDict_Next PyUnicode_Compare PyNumber_Add sqrt sqrtf libm.so.6 libc.so.6 ld-linux-aarch64.so.1 GLIBC_2.17                                                                                                                                                                                                                   `u                 u                  x                                     @           @     P           xT     X           T     p           T     x           T                T                T                T                T                T                T                T                U                T                T                U                U                T     :                :           `?     :           Y     :           ;     ;                 ;            c     0;           9     8;           x     @;           n     P;           +     X;           `     `;                p;                x;           H     ;           P[     ;                ;           T     ;           T     ;           U     ;           X     ;           X     ;           T     ;           xK      ;           lT      <           PT     <           0?     0<           U     8<           (?     X<           `V     `<           ?     <           V     <           >     <           pV     <           >     <           U     <           >     <           XV      =           >      =           U     (=           0>     H=           V     P=           =     p=           T     x=           =     =           hY     =           00     =           xY     =                =           0T     =                >           V     >                8>           V     @>           `     `>           T     h>           P     >           Y     >                 >           V     >                >           xW     >                 ?           V     ?           p     (?           Y     0?           `     P?            V     X?           0     x?           V     ?                 ?           V     ?                ?           V     ?                ?           W     ?           p     @           PV      @           X     @@           @T     H@           P     h@           xT     p@           H     @            T     @           @     @           HY     @           8     @           V     @                A           T     A                0A           T     8A                XA           X     `A                A           (V     A                A           0U     A                A           Y     A                A           U      B                 B           U     (B                HB           T     PB                pB           Y     xB                B           X     B                B           HT     B           `     B           W     B           P     C           U     C           H     8C           U     @C           @     `C           Y     hC           0     C           @X     C           (     C           U     C                 C           U     C                 D           S     D                (D           T     0D                 PD           pX     XD                xD           V     D                D           X     D                D            U     D                D           PX     D                E           Y      E                @E           HX     HE                hE           Y     pE                E           X     E                E           U     E                E           S     E                F           XY     F           x     0F           W     8F           P     XF           W     `F                 F           PY     F                F           W     F                F            X     F                F           T      G                 G           U     (G                HG           X     PG                pG           T     xG                G           hX     G                G           `X     G                G           XX     G                H           V     H                8H           W     @H                `H           X     hH           x     H           W     H           p     H           X     H           h     H           W     H           `      I           W     I           X     (I           V     0I                 PI           xV     XI                xI           V     I                I           X     I                I           W     I                I           8X     I                J           X      J                @J           0Y     HJ                hJ           pY     pJ                J           X     J           h     J           8Y     J           h     J           Y     J           P     K           Y     K           8     0K           @Y     8K           8     XK           Y     `K                 K           (X     K                K           xX     K                K           HV     K                K           Y      L                  L           U     (L                HL           W     PL                pL           V     xL           `     L           X     L           P     L           T     L           H     L           0X     L           @     M            X     M           8     8M            Y     @M           0     `M           `Y     hM                M           W     M                 M           8T     M                 M           X     M                  N           X     N                 (N           Y     0N                 PN           W     XN                 xN           U     N                 N           Y     N                 N           hW     N           p      N           W     N           @      O            W      O                  @O           (W     HO                  hO           V     pO                O           W     O                O           HW     O           p     O           U     O                 P           PU     P                0P           X     8P                XP           X     `P                P           X     P                P           X     P                P           Y     P                P           8W      Q                 Q           XW     (Q           P     HQ           X     PQ           H     pQ           X     xQ           @     Q           T     Q           8     Q           V     Q                                                                                                            (                  0       '           8       .           @       /           H       0           P       1           X       D           `       E           h       F           p       J           x       S                  T                  [                  ]                  _                  a                  b                  h                  j                  l                  s                  v                  y                                                                                                                              (        	           0        
           8                   @                   H                   P                   X                   `                   h                   p                   x                                                                                                                                                                                                       !                   "                   #                   $                   %                   &                   (                   )                  *                  +                  ,                   -           (       2           0       3           8       4           @       5           H       6           P       7           X       8           `       9           h       :           p       ;           x       <                  =                  >                  ?                  @                  A                  B                  C                  E                  G                  H                  I                  K                  L                  M                  N                  O                   P                  Q                  R                  U                   V           (       W           0       X           8       Y           @       Z           H       \           P       ^           X       `           `       c           h       d           p       e           x       f                  g                  i                  k                  m                  n                  o                  p                  q                  r                  t                  u                  w                  x                  z                  {                  |                   }                  ~                                                                  (                  0                   {  {_{P G?    p @  p @"  p 
@B  p @b  p @  p @  p @  p @  p "@ p &@" p *@B p .@b p 2@ p 6@ p :@ p >@ p B@ p F@" p J@B p N@b p R@ p V@ p Z@ p ^@ p b@ p f@" p j@B p n@b p r@ p v@ p z@ p ~@ p @ p @" p @B p @b p @ p @ p @ p @ p @ p @" p @B p @b p @ p @ p @ p @ p @ p @" p @B p @b p @ p @ p @ p @ p @ p @" p @B p @b p @ p @ p @ p @ p A p A" p 
AB p Ab p A p A p A p A p "A	 p &A"	 p *AB	 p .Ab	 p 2A	 p 6A	 p :A	 p >A	 p BA
 p FA"
 p JAB
 p NAb
 p RA
 p VA
 p ZA
 p ^A
 p bA p fA" p jAB p nAb p rA p vA p zA p ~A p A p A" p AB p Ab p A p A p A ?#{ S*[    5@  G   Td *@ 7  р `  *  @  G  @  4  R    SA[B{è#_?#{ S [ @b A B?   T@   
 T
     T@  GA ! 3  @G   C  @  1@  T ?  A !4T  m @ 7!  a  a j @  C B c4B 5$ R` 6  C B c 5B`5$ R7C B c5B5$ R7C B c5B 6 Rw7  S  [BSA{è#_?#CE G{CS[ * @g      @ T@@7@  GA !6  @	%  eB        i T@  GA !@7  @   qEb T  B B 9=    6  @  Gg@ @B  @  TU{MSN[O@C#_?#{ S[A !:c   p  A !G4 @) A ! ;$  (` 5A !G7 @  A ! <    @ `@ 7  ` `    R  
   SA[BcC{Ĩ#_?#{ S[      4      Ҁ  C  <   R(           
 
 [BSA@{Ĩ#_?#H G{C[ *K g@ ' S* ck	s
 @'     @         ҭ  ~@  ! !@=` 5  ҈   ! !=  5  ~   ! != 5~@t    ! !@>@ 5  j `  ! !> 5` `   ! !>` 5@! ! ? 5! ! ? 5! !`?  5! !?`
 5@! !?	 5@A !   5@A !`   5@ һ  @ Ҷ  @ @ A !     8 @     	 &    	 !                                       	 	 	 	 	 	 	 	 @`  C<@  G'@ @B  @  T{ESF[GcHkIsJ#_?#{`  {# *&?#{ A !GS[  cksѳ
C" @  ғ   R@ T@  GA !   @g   h B B`Rc R  jb8jb8  5! Q! ?$ qh T   k  TB _ T$    R+9ja8 q! T 4D B B ^"   7   QB _$ qi  T# Rh!8! ? TB  ~    W #    `   @ @
  1@  T    `
   @  1@  T  @  @ 	   @  1@  T @   B     @  1@  T AA 
C!7v "0@ @9@9@! *? r T@9a  4  
A! т   Ҥ    
@! њ@   @E a `E T֢  'R6 R  җ'R6 R  ҷ'R6 R  'R6 R  W,R6 R  җ,R6 R  ,R6 R  -R6 R     |@     ?   S V ւ`? B@qz  "@nz    &@iz   @ *@dz .  P 2@  ҁ  D` 6@  {  H :@  u  L >@  o  4  B@  i  8` F@  c   B  aJ@\   aN@  V    aR@  P  @ aV@  J   aZ@  D  p a^@  >  t  B BG   ab@  0  @ af@  *   aj@  $    vB  n@   r@      v@    @ z@  
   ~@     @      @   ` @    @     @    @    @     @     @ BB|B  @     @   ` @   ǚZ Ŏ[   @ BB@B!<B   @`R R@ @  @ R@!  b@   b@S  B b@K   b@G   b@C bA? bA; bA7 bA3 bA/ bA+ bA' bA# b#A b'A O `+A &hB i/A gBi3A #\Bi7A 'oBh;A DcBZBVBi  R R Rb@ c@ c?A g@ h@   h@  `h3A gBd\BGB&B(oB BZBVBC  b@`ӀR aR`@ `CA   Rg@ `@O `@k `@g `Ac `A_ `AK `AG `OAw `SAs `WAo `[A[ `_AW `cAS `gAC `kA? `oA; `sA7 &oB`@ `@ `A3 `A/ `A+ `A' `#A# `7A `wA `{A `A `A @cB g;AeGAdKABZBVB  g@Rb@ `@ R`A   RW  V BE  B B $ Rsv  W0R 6 R   
C   A  # @ **c% 1{ 
C   @
7!   a 	    @  GA !1  @
C  Z  W-R6 R
C%@6 ҷ.R6 R`@ 7  ` `  a7 " @ " B@D R*" B`D RI"" BD RF" D RB
a  ,`" B $ R`" B $ R `" B $ R`" B@$ R`" B$ R`" B$ R`" B$ R`" B $ R`" B`$ R`" B$ R`" BD RҸ``@7  `      9w.R6 R; W/R6 R7 җ/R6 R3@  `2f E # b ! c B 
! E76 b ! B	! C7# b ! c B! B7# b ! c@B	! A7# b ! c B!``@7# b ! cB 
!@?7b ! B!@>7# b ! cB ! ! =7# b ! c@!B	!# <76 #b ! B 	!%:7# b ! c%B ! *97# b ! c@*B 	!`.87# b ! c.B!1`77# b ! c 2B@	!3w@67# b ! c3B!6n 57# b ! c6B`	!8e 47b ! B`!8] 37# b ! c8B !;T17# b ! c;B
! =K07# b ! c@=B!?B/7# b A c?B	! 9.7V Bb A B`! /@-7C b A c B!& ,7C b A cB! +7C b A cB!@)7C b A c`B!(7C b A c B ! '7C b A c@B!&7b A B
! %7C b A c B! `$7C b A c@B
! @#7W "b A B@
!` "7C b A cB! 7C b A cB`
!"7v BC A Cc"! %7C b A c@%B
!`&`7b A B !&`7C A cc&!(`7`@ 7  ` `  l@   )  C b A c)B@!`+7C b A c+B !-7C b A c-B !`/z7C b A c/B!1q7C b A c 2B !`4h`7C b A c4B`!@7_@7C b A c`7B! :V 7C b A c@:B!=M 7C b A c=B!@ D7C b A c` B! ;7C b A c B ! 27C b A c B!
)7C b A c B! `7C b A cB! @
7C b A c B ! 	7C b A cB! 7C b A cB!7C b A cB`!@7C b A c`B@! 7C b A c B@!!7C b A c!B`! $`7C b A c@$B! '@7`@7  ` `    0R 6 R ` E   BA  @  1@  T   b@v BA  A  @  1@  T   BA` @A   1@  T`  Bx C  A!AZ7`@ 7  ` `  j    y "B@ @  1@  T@  @Bb   A  @ 7   `  Q:Bu   @  G  @` 4@  GA ! '  @;  3R vR  4RRRw5R 72RvR 5RR !B A"7@ 7   `  `@ 7  ` `  Bb   C A  a   A!A`7`@ 7  ` `  Bw *   "A  !@  A7`@ 7  ` `  B*    "A  !?A  A7`@ 7  ` `  B*   "A   !CA  A 7`@ 7  ` `  B*    ªA ` A  A@7`@ 7  ` `  w  _@  '<  A ! ( @ 7!  a  S a@@  G?   T@  GA !@(  @`@7  ` @ w   |v a@
 7! a a  s
B  @  GA !(  @b    @3R r  ? k T
B@  G! @ @  ? **A !`)TO  
B LC  ?0 q T
B@  G!LC @  ? *A !*RB=  
B HC  ? *  5@  GA !@/  @f1   q T@  GA ! 0  @](   җ8RR8RR :RvRW:RvR җ;RִR;RִR =RvӀR}W=RvӀRz җ>RRv>RRsR6Ro@  G9 Z   @K@ 4#c&@c1cC#uRarRvv  Q  @    7 @  1@  T  @  `@  1@  T` @  @  1@  T B.@@4t  @   @   һuRuR @ @   x @ 7     wRuR  ;wRuRO@   *#c&*@c1 ?R9Rv    {rRuR{@ { @  @ Z  BAAt 7AAo7AAj`7` A Ad7`@ `7  ` _t@RAR7ARWAR ҷ@R җ/R6 R W/R6 RA !G@" @c  @  TSA[BcCkDsE{ƨ#_@  G@  _ `  @a !@?    TA !Ga   _`  @a !@!  "A!A  B BGb   _ {  s `BH9@ 7@  G  @  A  R`B9@{¨_     ?#CH G{	Ckc @S
f J@*A[|cs; R'm	. * @G  )`  A!`% +  ?+@`~@ 3  5)@
>@: S @c$ )o)  + w   ?$@o) ?@ `Rr ' ! TB3)@ #@ +@)o)     @$w  ?)D@+@o))@S   @3w : R  ?k)` `#@` ?	@ `Rr '	!!  T  ` T. $@     ?&@{ @k)@  ?@{   RA !GG@" @c  A T{ISJ[KcLkMsN'Om@C#_ .`  `! R (  @  ?@{ @@! $@$*@
>o)@S  )  w  @?$@o) ?@ `Rr ' !TB)A@o)3*@ #@ '@ /@     `$w @?@@)@S @ D)/@o)+@ i$@    ?{ &@ .@k)@  ?@{   R) *B BG! !$@ @*   $bw   RqZ ?#{    @ 7B     {#_{# ?#CH G{	Ckc s{`< RC/@)S
f@[*c|'m	n @G  ) A! *% +  ?+@`~@ 3  5@
~i@: S @c$ ))w  + m ?c@{  ` ?@`@ F a TB3i@ #@ +@))w C    @$?  ?)BD)+@w i@S  3m ?` `; R{  C@` ?	@`@ F	a!` T ` Tn)D#@ `C  ?@o)@{ F'@C  ?@z   RA !GG@" @c   T{ISJ[KcLkMsN'Om@C#_ n`  `! R h) @C  ?@z @
~k@)@@! S #@$ )w  m`?c@{  ` ?@`@ F aTB)A@)3k@ #@ '@ /@w C    `$? `?@@B)i@S D /@)+@w nD#@)C  ?@ n@o)F'@{ C  ?@z   R *B BG! !$@ @*v   $(v   Ru ?#J JG{
c @[v b  *S+@cC#ks*A )@'m F|C@O  # R) A!*% ?@a< q  T @    @!  aT}b `  @' L-@; 5  ) RS F   ) F)    `$m?) R#@  C1@` ?@ `Rr '@ !L T5 q T @   !@!?  aTb" R)   ),@ @  FE)K    @$ G  ?@5 q T @   !@! aTB!  q T @   !@! aT! b@)!F! 	,@S  F! R)/@ +@    `$m ?b9 R  2@` ?	@ `Rr '	!!  T   T *" BG! !$@ @*   $Ou   R  @ .b  R) ( 6@  ?@hj @   R! !GO@" @c  a T{JSK[LcMkNsO'Pm#_   6@)F  .K  ?:@g)@ K  ?@ij  ! "  @+ RIF *F! S #@$ ))  # + / 'G K ?+@+ R  C1@` ?@ `Rr ' !lT'F+ R+@)@ !@)@K L-@ #@     `%+ +G ?+F+ RC)@  @+@)I-@S /@ m ?@E6@)K  ?  g)@ :@ FK  ?'@z   R`  ?## cG{(-@)[v bS F=@* cCk3 *s*@y=||| a @_  )! R A%*`j< ?ց;@ q T  @ @  @a  aT`|b   LA@Z 5  ) RO #|=    x=)) : @c$ +?) R'@  CE@` ?@`  #@F a Ta5 q  T@ @ !@a?  aTb! R" ) @)@
	@@ +@ @x= /@   @$# '= ?#@a5 q T @ @ !@a aT@@A  q  T@ @ !@a aTb" B! R	@@  A|=)/@ +@O  x= )@c$ ?b: R  F@` ?  F	a@`0 ` T `a T *" BG! !$@ @x*   $s   R! !G_@" @c   T{LSM[NcOkPsQ@#_ nb  R) hW J@S  ?@@j   R?   ) Nx=J@ `n+= ?' Bk)N@ x=+= ?(   : R)x=  }=!  @#@$O # ) '?+@  CE@` ?@`  F bT'F  +@)@ !@)@
#@+ LA@ '@ x=    `%+'=?( +F)B D }=(  @+@)/@JA@O y= @?NJ@)  o+= ?  N@k)x= B+= ?@  oj<  RS  ?#( G{
S[c*k*s@O  /  * q T`  Q`SC3*#@) Q)S@!|~ !# ?W5* Q R R_ q T Km aS  Q**o *k  k@*9  kl To@ 	)4 KC 3  # #S*   K;)W O@`@)7@C6 K@|V@~ |  |@%-A@ ?@3@@{9_{7 k Tb@) W@)@| ~!| |@A#!@CO-AZ@-?/@ k T3@  KA!@))O-  ~!|- |@#!/@@Z@@?b@) S@ Q)~!| |@A#!@CO-AZ@-? 1T;F)*kAT   GO@ @B  ҁ T{JSK[LcMkNsO#_ 9?#{CS4xSCA[ *  #   # ! !G|~ )cks" @g   @! @~~  `   qM  T~~e!`   #@  !   Q  }~   ? $O  ;  Ks sb )  @ R3@* Q[@ k  T T#@[@ @C@))R@ a| c !# ?kAT@@*7@#@_@*7 * 4G RG@@ *7O@  ' ;@* 7 RCeV@ ?֣@) #@@ K |)@ |@# #@ @U-lZ@'@- ? C@@'@)@@ Q@ @U-lZ@#-?֟ 1T'@@+@  + @ kAT@ @KA 	 57 R   Gg@ @B  A
 T{M*SN[OcPkQsR#_c
@#@ @@ ` ?@  q T #@8 R A@))
@!` ? ($ T kT@+@ R3@@>7@#@*_@*  4;@  a@ *#@#@[@@KA	 *@Q@  ` B?#C( G{S[c*k*s@W  /  * qM T`  Q`cC* #@) Q c@!|~  !# ?75* Q R R_ q T Km aS  Q**o *k k@*9  kl To@ 	)4 Kc C# #  *   K;)W O@`@)7@C6 K@|f@~ |  |@%-A@ ?S@3@@{9_{7 k Tb@) W@)@| ~!| |@A#!@CHmAj@	m?/@ k T3@  KA!@))Hm  ~!|	m |@#!/@@j@@?b@) S@ Q)~!| |@A#!@CHmAj@	m? 1T;F)*kAT   GW@ @B  ҁ T{KSL[McNkOsPC#_ 3  ?#( G{S[c *k**s@W  / ? q T`  Q`cC Ճ@)9 Q o@!|#  a!c# ?95_ qM T  qM T  R }a R @B  @!  !  kATc  _kT
 Ql a Rk K**S  Qo   R k@*  k, To@  	)5 Kc C# #  *   K;)W  O@`@)7@C7 K@|r@~K  |  |@%-A@ ?S@@{83@H{9 k Tb@) W@)@| ~!|A |@G@#K@!@S @O v@CA?/@ kJ T3@  KK@O !@)) @~~!| |@#!/@G@S @@@v@?b@) Q- QS@~)!| @!A |@@#K@!@O v@CA-?֟ 1T;F)*kT@   GW@ @B  ҁ T{KSL[McNkOsP#_  <?#( G{CS[c *k**s@g  / ? q T`  Q`c@)9 Q {@!|#  a!c# ?95_ q T qm T  R | a R @B  @a  !  kAT  _kT
 Qk Km aS  Q Ro **  R k@* _  k To@O ?) K c#     KW * 	)O@a@) 7@C K@~@||~!|@  %%X |A ?@K | 3@ k Tb@) W@)@| ~!|'H |@A#!
C@AI@?/@ k* T3@  KA!@)) I~~!| |@.!/@H
@@@?n@) Im QS@~)!| @aA |@'H#@!@
@CAm?֟ 1aT?F)*kT   Gg@ @B  ҁ T{MSN[OcPkQsR#_O K  ?#) )G{S	*[
cs!@?  ?  q Ts# '  i  k9a R  F@)a@D`~ f~a~%W@ |@&,|@!
 ?A*w@s z&{,k
 TA7@)Kd@@`~a})@ |@K-c~,[@!@o @
# -?@@@?@g a|@~@)@!K-#,[@-?kTkL?@ Q@ k
 TI 7a  @))@w @a|R@# K!#s Q ?@ k!T   G?@ @B  ! T{HSI[JcKsM#_k ?#) )G{	CS
*[cs!@G  ?  q T# '  I  k9a R s F@)a@D`~ f~a~%g@ |@&,|@! ?A*C@s z&{,k
 TA7@)Kd@@`~a})@ |@Fmc~,k@!@g @# m?@@@?@_ a|@~@)@!Fm#,k@m?kTkM?@ Q@ k* TI 7a  @){ @ @a|b@# Kg !# ?s Q@ kT   GG@ @B  ! T{ISJ[KcLsN#_k?#) )G{	CS
*[cs!@G  ?  q T# '  {  I  k9a R s F@)a@D`~ f~; a~%s@ |@&,|@! ?A*C@z&s {,kJ TA7@)Kd@)`~g a} 7@ |@@c~@!@C @;@? ,w@#?@M-@)g ?@ @!@)Ba|;@~,w@? !#-?kTkM{@?@ QA kJ TI 7a   Ճ@){ @ @a|n@# Kg !# ?s QA kT   GG@ @B  ! T{ISJ[KcLsN#_k{ x?#C( G{S*[cks@W   ?  q T' # sK cza# c R S  @)e@Da~`~ e~!|@F@  @||   ?*As I _| kj T@)Kh@/F`~}_ c~
) |@!@G	@#@ @N@?@Gm@)_ ?@ @a'F
)Ba|@~N@!#	m?kT?@ QA k
 TK cwa#s @) z@ @a|_ # K!s Q# ?A kT   GW@ @B  A T{KSL[McNkOsPC#_  ?#{S	 Qk gҁ   G; [
cs @?  7   q
 T  Q? s# T b' k R  &@)D@ |f~V@ |@&%`a`?!@)*?@B  Kc~)!|Z w@o @3 K- |@#!AcZ@b{%{&a-?3@@)o @@)@a|K-c~Z@!#-?;@ kATkL7@ k TT b@R@@a|o @s Q# K)!# ?7@ kT   G?@ @B  ! T{HSI[JcKsM#_kD?#{	CS
 Qk gҁ   GC [cs @G  7   q
 T  QG  T b' k R s  &@)@@ |f~'@ |@f@&%a``?!@)*G@B  Kc~)!|Z C@g @3 Fm |@#!Acj@b{%{&am?3@@)g @@)@a|Fmc~j@!#m?C@ k!TkM7@ kM TT b Ճ@b@@a|g @s Q# K{  !# ?7@ kT   GG@ @B  ! T{ISJ[KcLsN#_k  ?#{	CS
 Qk gҁ   G; [cs @G  7   q T  Q? # {  T b' k R s (@)D; @ }h~r@ |@(+/`a ?!@)*?@/B  Kc~)!|Z Fg @? C@C  |@v@#!b{+@c@ah{(3 ?M-@)g 3@ @!@@)@a|
;@c~v@? !#- ?;@_ kTkM{@7@ kM TT b Ճ@n@@a|g @s Q# K{  !# ?7@ kT   GG@ @B  ! T{ISJ[KcLsN#_k{ ?#C{S Qk gҁ   GC [cks @W  7   q T  QG  K cya#s' c R S  @)@|g~!|@'@''%@|  A@  ?@)*G@G Kd~
)!| B_ I	B|@D$A!FG2@< A@C@| 3 @?Gm`@)_ 3@ @a?F@@
)@a|
'@c~!	m# ?C@ kT7@ kM TK cya#s c@%{@@a|_ `@s Q# K  !# ?7@ kT   GW@ @B  A T{KSL[McNkOsPC#_g  ?#C*?  k! !G{
s * k  |~SќG [c*k" @O   @  q T  `%' @%+  RZ Zc/ 33 ~S!@) # *o  C#  C  .DKB)%@|@"B /@"`{`@b+@ *Z  ?@) || |@&ch{"C@_k
 T B K)& A Bf@.@ 3@@ ?@)~~ |@#c@  .@|A @)B@&'@@ ?@) R ~~ c|@` ` @)@|(| |@(G@`{(_ kT@@o@@k@ K? k`	 T q-	 Tk@K RZ  @  K 3 SC 3 *7 R # `@) A @A)}@!
 ?`@) k@A C)@}@#
 ?#@`@))@AC Z |}@#
 ?3@ kT  R! !GO@" @c  ҡ T{JSK[LcMkNsOC#_@  B ^ ?#C*?  k! !G{
k * k  |}SњG [c*" @O   s @ q T  `%' @%+ #K |a/ 3 @}!@)C  o   R#  C  n d bSK%@|@"B /@"{`@ +@G *{  ?@) || |@&{"C@k T B K)&)AB@.@ 3@C@K ?@)~~ |@#@).@O)|C@A @K B@&'@?@) R# ~~ c|@`  @)G@|(| |@(G@{( k!T@@o@@k@A K? k	 T_ qM	 Tk@DK RK Ѐ K! {a  C 3 *7 R # `@) @ @A)}@! ?`@) k@@ C_)@}@# ?#@`@)_)@@C Z |}@# ?3@ kTsO  R! !GO@" @c  ҁ T{JSK[LcMkNC#_@  Bs U?#C*?  k! !G{
k * k  |}SњG [c*" @O  @ s @ qM T  `%' @%+ #/    " K |a3 @}!@)C o   HF R#C d bSK%@|@"B /@"{`G @ +@*{  ?@) || |@&{"C@k* T )P-&@ K)A @!@@@-.@ 3@?@)~~ |@#@)C@K |O)@B&@@@.@ '@?@) R# ~~ c|@`  @)G@|(| |@(G@{( kT@@o@@k@A K? k	 T_ qm	 Tk@DK RK Ѐ K! {a  C 3 *7 R #  `@) +@ @A)}@! ?`@) k@+@ C_)@}@# ?#@`@)_)@+@C Z |}@# ?3@ kTsO  R! !GO@" @c  ҁ T{JSK[LcMkNC#_@  Bs I?#*?  k! !G{[ * k  ||SіG ck*" @_  ` s q@m T B%3 #+ c@)/  c% K |a ' ~| * o  RC  bKa @@|@!"  *"{  @	E@ ?@)% x=A||!|@ & |Ӄ k<C@ k* THm   K)B)@ @a@&&@@ 3@
m?@)`~c~ |@#D@)H
|CS)A@@F&@ '@?@) R9C c~`~ c|@`  
@)IC||c|@h(  G@ kaT@@o@k@K? k	 T q	 Tk@KK {a K!  8 R +  * 3 3 R# `@) ?@( #@A)}@! ?`@) k@?@( CO)@}@# ?+@`@)O)@?@C Z |}@# ?3@ kTsQ  R !G_@" @c  ҁ T{LSM[NcOkP#_@  Bs=?#C G *{/   QS* @7  +  kL T 3 C  sK  c[	k Qyas S c
*@)Z QC`~ |@ |@%W@&,a` ?g@+@`{4{7 k T@)  K
)A _ !| |@#!@c@aI-,[@-?@A/@W @!|@)@#@!I-,[@-? QkT[IcJkKsL   G7@ @B    T{GSHC#_[	c
ks ?# G *{/   QS	* @?  +  k, T c   SK  C[
k Qyas 3 c*@)Z QC`~ |@ |@%g@&,a` ?;@+@`{4{7 k T@)  K	)@ W !| |@#!Ac@aEm,k@m?@@A/@!|O @#Em
)@!,k@m? QkT[JcKkLsM   G?@ @B    T{HSI#_[
cksG  ?# G *{/   QS	* @?  +  kL T c   Ss  K  C[
k Qyas 3 c*@)Z QC3 `~ |@ |@%s@&,a` ?;@`{4+@h{7 k T@)  K	)@ W !|/@ |@3@#,w@!@7 @; @ca?K-@)W /@ @!@	)A@!|3@7 ,w@#!-? QkT[JcKkLsMs@   G?@ @B    T{HSI#_[
ckss ?#
 JG *{**S[cs*@@o   k* T  q T N kaSb	 Q*   C/ c {  _k
 T; 3+ #' # 7 c@*!  K    `@)y FA|` @!|@V@4,<   ?@c@ {4{<? k Ta
@) @)@#!|E |@ |@#!DZ@V--?֡@D{@ #@!|@)#@{ Q/@#Z@!V--?_kT@@@Z   _kTkR  R !Go@" @c  ҡ' T{NSO[PcQsS#_
@)4 KA 8`kzK~ bA@ |@" ))SC3b
; # 3 k s { #' ?@;@k@s@ 7@) @F@$@a~~  !|@7 %%    %O +@ |K /@ #@'@)3@)) e
; s  G K S ?@ 6kRkR KV-s@   8. 8 kΡ{@s  k Ј   |~p;@ s@@@ . @))E` {@~)'@ |@@"#@b
; s { C  @?@C@;@s@{@@7@)@H` ~s ~) |@)
@$% #E I #@ '@ )e
 ; { @?@7s@ qmT;@   {@| Q b}@B%*; B~s  @)K  * ѣ~  | Rc|@` `
 4k!T@ QA 4`;@s@b   Gs { s@- K kl	 T *    `@)z F|` @!|@V@4,<  ! ?@s@ {4?{<_ k T`
@) @)@C  |E!|@!|@##! D#Z@!V--?֡@D{@ C@!|@)#@{ Q/@#Z@!V--?kT@@@   B kTkRkR @k?#C{[A[ @ S4  !G G zSO [k }~cAs" @w  ҃"  [Ac  q@ T[A@ S  s * cG C  I@*#H# R'   @G@ |[@$z  q'@  T@ G@@)`C@A~[@)@@@ G@#@+ ! ?SAD #@ _ @#|! RA C@  @#  K  ?@ QSA+@ kM T3 7 c? S; * S K  e@)*_@9 QF- | V@ |@-%@A ?S@@a@)  Z@B{7K@ |_{6_Gd K)! |@@#@!X- CA-?@CZ@X-![@ # @!)-?G@SA  K  Q?  kTK@S@ G@*[A  G ?  k`  TK@_C@@cA R? ql TcR R   Gw@ @B  ҁ T{O*SP[QkSsTC#_@SA[A .@s @ C@c	A [Ac~[@g) |#G@  _)C" 3 S #!@$   `$  ?***C@ *O@@   cRc@ B  ?#C
 JG *{**S[cs*@@w   k T  q T N kab	 Q   c/ c {  k
 TC; #7 + ' # c@ !  K *  `@) Fa| @!|@g@4,:  ?s@c@z4z:? k Ta
@) @)@#!|E |@ |@#!DLmk@m?֡@D{@ #@!|@)#@ Q/@#Lm!k@m?kT@@@{   kTkS  R !Gw@" @c  ҡ( T{OSP[QcRsTC#_ր@)8 KA 6`kzK  bAβ@ |@" #)C  c#b; [ s { + ?@;@[@s@ 7@)  @F@$ζ@azK   !|@)%%   '% 	D 7@ )  #@  3@ e; / s  G K ?@ 6kSkS KLms@   x x kΡ{@s  k Ј   |}n;@ s@@@ . @) {@#@` )'@ |@" EbҲ@; s { C  @?@C@;@s@{@@7@)@H` s ) |@)% I$ʶ@ +@ #@ '@ /@  e ; { @?@ 7s@ qT;@   {@z Q b}@B%B}*; s  @)K  " у~  | Rc|@` ` .kAT@  QyA 8`;@s@b  *G s { s@- K k	 T *     `@)X F|@ @!|@f@4,;  ! ?s@s@ {4?{; k T`
@) @)@  |C!|'@!|@+@##Lm! /@#j@!m?֡@CD{@!| Z Q@#Lm)/@!j@m?֟kT@@@   B kTkSkS@k ?#{kAO @ k9  !G G ({SO [ }}sAs" @  y"  kAS  q@m TkAS csb@ C *K C S  sI@*#H# R#   @K@k |O@$s  q#@ T@) I) B@3 G@~C@f@A!@c# + # ?cAd #@ )f@ #|! R@ C@# @  ?@ QcA+@ km Tc; ? #7 3 * S K  e@)*_@9 QG- | ~ff@ |@-%@A ?S@{@a@)  lj@B{7[@ |_{6_Fd K~)! |@@##@!Mm CAm?@Clj@~Mm!O@ # @!)m?K@cA  K  Q?  kTK@S@ K@*kA  K ?  k`  T[@acSC@@sA I qL TSQ R   G@ @B  ҡ T{P*[RkTsU#_@3cAkA n@# @ c@	A kAc~O@W)S)|C#G@  S)" { !@$   `$w  ?**!*C@ *O@k@;    SQcS;@Sc  B?#
 JG *{**S[s*@@w   k* T  q T . kab	 Q  c c/ c {   k TC; #7 + ' # c@  !  K *   `@)k F a| @!|@s@4,:  ?s@z4c@z:? k
 Ta
@) @)@#!|E |g@s  |@@#'@!#@k@o w@?Y-@) {@ @!E)D#@!|k@o w@ Q#!-?kT@@@{   ? kTcRkS@  R !Gw@" @c  a* T{OSP[QsT#_ր@)c8 K! 7`bk  @zK |@A" #)C  c#b; # + [ s { ' ?@;@[@s@ 7@)  Р@F@$@azK   !|@)%%   '% 	D 3@ )  +@  7@ e; / s  G K ?@ 6cRkScR KkS@@s@  8 . 8 kΡ{@s  k Ј   |}W;@ s@@@ . @) D ` {@)#@ |@@"/@b; s { C  @?@C@;@s@{@@@7@)@H` s ) |@)@$% D I #@ /@  e  ; { @?@7s@ q- T;@   {@z Q b}@B%B}*; s   @)K  " у~  | Rc|@` ` kAT@ Q   `y;@s@b **  Gs { s@- K kL
 T *     `@)k F: |  @!|@s@4,;  ?s@z4s@z;_ k
 T`
@) @)@C  |D!|g@s !|@@###@! /@k@o w@?Y-@) D @!{@C@)#@!|/@9 Qk@o w@#!-?֟kT@@@   B kTcRkSkS@cRck   ?# G *{*g S[cs*@   _k T  qM T .  L	 Q#ka /  k TC; 7 3+ #' # g@{   K  *  A@)Fe | ~@|@ !|` a  ?p@ `| g@ k
 TA@) @){@!|N |M |@-!Ec0aD˂@`?Nm@) @ @aE)D7M!|˂@ Q#!m`?kmT{@@@{   kTkV  R !G@" @c  & T{RSS[TcUsW#_g@# @)8 Kv`kZK  Zb @ |@"/) C ##3b[  ?A[@@7@)  Р@F@$@aYK  )!|@)%%   '% 	D 7@ #@ @  ;@ e/ {  ?A 6kVkV Kk@w@{@. x   x kΡ_k@Ӌ{    ||v{@ /T) . @))C `  { D |@@"/@b/)W @?AW@{@/T)7@)@D` )) |@ H$% I@ +@ /@#e@ {  ?A`7{@ qT@ z y QTB}@B%* Z|*C@)K  *B ѣ~  | Rc|@` ` Bk!TG* Q  `@ *  g@ KkL
 T* {     /@); F~|% @k}@F@`!e%t |a ?p` | g@ k* T @) @){@c  |'M!|C!|@##! Nc'@0a+@/@K@`?Nm@) C @a7Mc@!|+@)'@9 Q/@#K@!m`?kMT{@@@  B  kTkVkV@k?#C{A[ @ [5  !G G zSO k }|As" @  `$  AS  q@ TA3 csb@ C*W C S    I# R@W@#H#  @[@D|*$l #@ q  T@)J) B@3G@~C@f>@A!@c# # ?Ad #@ g @ #|! Rf>@C@# @_  ?@ QA#@ k T? C; ## 7 * ' c K  G@)*g@ QG| ~e@!|@''  |u a ?c@A@) _@Q| K)~ M|@% O!D`j@c@| a7@@?Om @) C @a/M~'@g@/[@)!#m ?W@A  K  Q?  kTK@c@ W@*A  W ?  k`  T_@WcVC@@A Q? qL TST R   G@ @c   T{S*[UkWsXC#_@3ACA#h@  @  @x=h~AAH(G@B|[@#"    g)!@$S)  S) `%C=?***
O@ *C@; s@?    STcV;@Sc  B ?# G{
S*'PcssQ@*[k @O   w q @f Q" Z`)S|FW@!  |@ 9|@!C  ?@)3G@#@@| @|# @ |@ L[@'@|{%{9O- `{g	+@!!@ @)-`{'{ ?C@ q T*  7  '@@  @@FW@ ||@  <|@!  ?/C
@) C@@ K@|)~@!|O- |@J[@{+{<#@!c-a@?!@@@~O-!|J[@ Q@# ! @)-@? 1TC@ 3@F@ @ R@)@*/@ @@7@  ?  `S(@)*@}~  @FW@ |@(%

 ?#@) C@@ Ka|~)@c @ |@O-#L[@z8@z<@!

-?c@@@a|O-c H[@@! #`@)- ?G@ k!TSC@)! G@9`@@~ ~%W@ |@:` ?@){ @@~+@)@!O-'[@@@ -`{: ?   GO@ @B  A T{JSK[LcMkNsO#_C@ 3@F@ @@)@/@@  ?ֿv ?# G{S*'RcssS@*[k @_  # G l @f Q" Z`)c|Fg@!  |@ 9|@!  ?@)G@@[@| @|# @ |@ Lk@'@|{%{9Im `{g	+@!a@`@)
m`{'K ?C@ q T*  7  '@@  @@Fg@ ||@  <|@!  ?/C
@) C@[@ K@|)~@!|Im |@Jk@{+{<#@!c
ma@?!@@@~Im!|Jk@ Q@# ! @)
m@? 1TC@ 3@@ R @@F'@ @ /@ @@*7@[  ?  `S(@)*@}~  @Fg@ |@(% ?#@) C@[@ Ka|~)@c @ |@Im#Lk@z8@z<@!
m?c@@@a|Imc Hk@@! #`@)
m ?G@ k!TSC@)! G@9`@@~ ~C%g@ |@:` ?@@K @ ~@+@ @!Im'k@@[@ 
m`{: ?   G_@ @B  ҁ T{LSM[NcOkPsQ#_C@ 3@@ @@F'@ @ /@@[  ?ֻ,?# G{S'SkssT@*[c  @_  # ; G l @" a@Z` QS cEs@|!   |@6|@ ! + ?  ?`@) G)[@|@| $@Mw@!|@  !@{7 }  {6T-|k`@S-'$#! #)Q P@!%B$ %82+@!(#81! ("k S@W    -C-?+@	 q T*  C 7 '@AS  @t Fs@ |a|@ <|@!  ?!@) C@@  K)@|~!|[@ |@Kw@z%@#O@!S@
@z<@`?S-@) S@ @!@W @~@!|Kw@{ Q;@#)!-`? 1TSF@C@ @/@b|} R  @!  @!    kAT  `@[ @)@/@:@+ a@ R  ??@ +@  q	 T*  3 # H@)AS }*  9 r@ |@(%  ?C@) 3@I  Ka|) W [@c @[ @ |@v@{7@#@!{<?S-c@S@ @!@a|@W @c v@!;@# `@)- ??@ kT@#@?@! z@)<`AS ~ ~Cs@ |@:  ?S-K !@@ @!;@ ~ @+@ @!S@W [@-@w@	{:  ?  G_@ @B   T{LSM[NcOkPsQ@#_3@ @ q!TU?#C G{SkU/ V*@3 [cs @w   ; g @w@! F Q<`
c|@X8~|A+ ?  ?a@)?@#M%@| |A|@'  ?|  | !@Jm j`@|Km'dc!`c@Q`P@aeBd e8rJ!(c@8q (b;@+@) 	j !
 	mm ?+@W	 q T*  C 7  '@
A4  @@ }(#@  }|A ?ց@) C@?JD|~ K!|)|@-!BKM @@| @@@?Km@) @ @a7J~@!|@;@)9 Q#!m ?? 1TSF@C@ @/@b|| R @!  @a    _kAT  `@@b@@ /@)N@+  R ??@+@  q
 T* 3 # @)
A|~*   E@!|@''  |x a ?@) 3@g'J K~)a|c B|@MC#KA! ca@| BM@?Km#@@ @a?Ja|@c G@;@w ! @#)m ??@ kT@#@?@! z@)<`A~ C~@ |@ o:+= ?!@Km@~'J @aM;@w ! @+@{ @m@@L7  o '= ?  Gw@ @B   T{OSP[QcRkSsTC#_3@ @_ qTUK  ?#C{S *c
 Qk  G? Ӂ; s* @7  ? k
 T 3 C  s*  c[	kYa S  f@)*B|  @ +W@ |@&%A@`?g@@{5_{8k Tc@)_ ?@A  Ka|
)c @ |@#!@CI-A+[@-`?@)
)A_ @a|@c @!I-#+[@-`?;@ kT[IkK  G7@ @B   T{GSHcJsLC#_[	k?# G{
@[ S*[cks q @O   # @+  T  C 3 #" [`  4 K*S ' _ @CV@ |as |@  :|@!!  ?@@ {&?{: q TD@@@))O- @|c~!|- |@@#Z@!@ ?@A [@ c~@!|@)@{ QO-#Z@!- ? 1TF'@_@B`d@A A@F@)@+@ @#@  ?[@* R   GO@ @B  a T{JSK[LcMkNsO#_C 3S"  # . ?#{S	 *c Qk  G? Ӂ; s* @?  ? km
 T c   S*  C[
kYa 3  f@)*B|  @ +g@ |@&%A@`?;@@{5_{8k Tc@)W ?@@  Ka|	)c @ |@#!ACEmA+k@m`?@)	)@W Aa|@c Em!+k@#m`?;@ kT[JkL  G?@ @B   T{HSIcKsM#_[
k?#{S	 *c Qk  G? Ӂ; s* @?  ҟk T c   Ss  *  C[
kYa 3  f@)3 B*|  @ +s@ |@&%A@`?;@@{5H{8k
 Tc@)W ?@@  Ka|	)c /@ |@3@#+w@!@7 @; @CA`?K-@)	)@ @!Aa|3@W @c +w@7 !#-`?;@ k!T[JkLs@  G?@ @B   T{HSIcKsM#_[
ks 2 ?#{
[ *k Q?k  G? !Ӂ; s* @O  ҟk T C  3* #Za #Sc  g@)B|*   E@!|@''  |Ӏ   ?@H | k* T?@c@ K`@)O k| d E}@$+FA@@G@ ?Fm @))A @a7Ea|@O @c G@!#m ?;@ kaTSKcM  GO@ @B   T{J[LkNsO#_Sc ?#C **  G Q{
k	҂ @O  @?k T  B%A[, V # ' 3S #SC  ksac%  '
))c*@) . _@g@3 Ka |@k*sҖ)!!  { !D" {c  ?A@)  |@&#({"S@k* T B K) &A @&@@ 7@@ ?A@)  |@##@ @  [@@ 3@)A@&@@ ?@@)b Q RB|~` c|@`   @@)@ !|@((W@ {(? kaTSK[LcMkNsO@  GO@ @B  ҡ  T{JC#_S[cks   ?# G *{@o  S[cks @   / @;  _ @_k T  c _  q TV)`# c4 QK *  g *B 	 _ k T S? *  Qc      `@)c@v ?@|` A|K@V@!|@&&%  `?D@@ {&{% q Ta@) @)@~C!|Z@@| Z- |@#!-`?ց@Co@ ~@!|Z@)/@Z-#!-`?A@C@ ~@@!|Z@);@s QZ-#!-`?@ kTc@@@*5g@o@  |~@ @6 c@ .@ `_@ @ o@)  @c@$      !%    %#   ?#@ q T c@ Ro@.`@k*_@	@) @))/@Dh@B$Z @"  ?kTkD@/@;@V) o@ R *S= R  G@ @c  a* T{P*SQ[RcSkTsU#_֍ Qo@  b@`c @,@"|@ K  c    b" # ' ? ?@'@a 7@@Se@o@WV) | )%|  &@$;@),@_   )  '%[ CC ?@  se%3 ?@7Z-  8, 8 kk ӕ    |~CG@ @ , @b@)o@@ -@|@ #@b" 	?@I@7A@o@;@)e@A|@@)!E|#@)+@e%3@G C@-@[ @'@_  ?@7G@* q  TW g  o@*B 	   Q?k T* c      ՠ@)c@{ K@|` A|?@W@!|@&&%  !`?D@@ {&?{% q T
@) @)@c  |[@A|Z-!|@##! C#!-`?ց@o@ @)c/@!|@[@#Z-!#@-`?@@) @@)#@c;@!|[@Z-#!s Q-`?@ kaTc@@*m5'L  CC@$@ .o@ `)W@@ @)  _@  !%   %'   ?'@; ;@K; ;@C .'@(@ @o@)@ _@      %  !%  ?֜!@ c@ `@?#C **  G Q{
k	҂ @O  @?km T  B%A[ V #' # C S  ksac%  '
))c*@) n _@g@3 Ka |@k sҖ !!  *!{ D" {cC  ?A@)  |@&#({"S@k
 T B K))&A&@@@ 7@G@K ?A@)  |@##@)@ [@@ 3@O)A@&@G@K ?@@)b Q RB|}` c|@`   @@)C@ !|@((W@ {(? kTSK[LcMkNsO@  GO@ @B  ҡ  T{JC#_S[cks ?# G *{C@o  S[cks @   / @;  _ @_k, T  c _  q TV)`# 4 QK *  g  *B 	 _ k T?  s*  Qc      `@)c@v ?@|` A|K@f@!|@&&%  `?D@@ {&{% q Ta@) @)@~C!|j@@| Nm |@#!m`?ց@Co@ ~@!|j@)/@Nm#!m`?A@C@ ~@@!|j@);@s QNm#!m`?@ kTc@@@*5g@o@  |}@ 6 c@ n@ `_@ @ o@)  @c@$    s  !%    %#   ?#@ q T c@ Ro@n`@k*_@	 Մ@) /@@)Dh&@)$B@Z "  ?kTkD@/@;@V) o@ R *U/ R  G@ @c  ҡ* T{Q*SR[ScTkUsV#_֍ Qo@  b@`c @,@"|@ K      b" # ?A#@ 7  @@&@$o@;@se@ | WV)` ,@_ S)%|)    '%  ?@ @ce%C@+ 3 ?A7Nm  x x kk ӕ    |}3K@ @ , @b@)o@@ -@|@ #@b" 	?AI@7A@o@;@ e@A|@@)!E|#@)+@3@e%G@K -@_ @'@[  ?A7K@* q  TW g  o@*B 	   Q?kk T* c     @)c@{ g@|` A|G!|@&&%  !`?D@@ {&?{% q T
@) @)@c  |k@A|Nm!|@##! C#!m`?ց@o@ @)c/@!|@k@#Nm!#@m`?@@) @@)#@c;@!|k@Nm#!s Qm`?@ kTc@@*5'L  CC@$@ no@ `) W@@ @   !%_@     %'   ?'@; ;@K; ;@C n'@(@ @o@)@ _@      %  !%  ?֚!@ c@ `@?#C **  G Q{
k	҂ @O  @?k T  B%A[ V #' #      saCS  c*@)k HFc%'
))_@g@3 Ka |@k sҖ !!  *{ !D" {cC  ?A@)  |@&#({"S@k* T )Q-&@ K)B @!@&@@ 7@-?A@)  |@##@)[@O) 3@G@K &@@@@@ @?@@)b Q RB|}` c|@`   @@)C@ !|@((W@"{(? kATSK[LcMkNsO@  GO@ @B  ҡ  T{JC#_S[cks  ?#C G *{*@o S[cks*  @   / ; +Y?k,# T6|}_  qH T  o@`## 4 QO C* *   3 *B 	 _ kL T?   *  Qc        @)c@v ?@|`  A|O@r@!|@&&% `?D@z&@z% q  T!@) @)@~C!|v@@| @ @ |@#! `?a@O@@~#@!|/@ v@`@#)!`?_-@@) C @!o@~v@);@!|@ #!s Q`?@ kTc@@@*53M@c@C @[  < DCC@#    q T R@B} `| R@   @!  @!    kATc klT_@)@`  CB$@+ Fo@	      !% %C   ?C@ q TD*#  R
d@)/@@)d~';@)$b~@s "  ?kT#@*/@;@o@*[@   R*4 R  G@ @c  !. T{R*SS[TcUkVsW@C#_֍ Qz  "@`_ o@ C@ K    #b" C ?ADC@!7@@  ;@&%%@ o@@3 ` c ?@ C@@  DB$))e%  # ' + 	G  	W  ?A!7@A@  8 ! 8?  k(kҋ    |}[ G@IW@@@   [@ "@@(@o@) b"	G O  W K ?AG@O@W@KL@@7@@%@C ;@o@'@$c e%[@ 3@)@) 	+@#  3	S  ?A7@ #@*3I qS@  T 	#  o @*B 	   Q?kk T* c     @)c@v r@|`  A|G!|@&&%  !`?D@ {&@({% q  T
@) @)@~  |#@A|@ @!|@v@##@!  #!`?a@O@@~#@!|/@ v@`@#)!`?_-@@) @ @!#@ @~;@!|v@o@#)!`?@s Q kTc@@*5#@Lo@@@e[@; ;@KC '  [  '@C@C#     _ _@  @ ` FCB$)@+ o@  	    !% %C   ?C@[@; ;@@E  _ _@ `@  ?# **  G Q{?k1҂ @_  @?k T  B%  B%7 c' ##A#  @)  [v ck*s    G
))3 S_@   3 K!A |@!! k*C!sҖ B9 `@D@ ?@)  x=~~!|@ & |C @k<S@? k
 TIm   K)B&&A)@ @aA 7@F
m?@)~~ |@#Cd@[@)3@~O)I
F&B @@@@A? @)b Q RB||~  c|@` @ @)H~ ~!|@((W@H ? kTSM[NcOkPsQ  G_@ @B  ҡ  T{L#_S[cks  ?#{ @S   q T@ @ @ @_  ǟ 5  G  !$  @,!ˌRR     c% (tC   SA{ƨ#_gj b@;|}  g$ Rw[     Thc_  s@ b icc   b a T  @A5@`@@@    &  5 ? n3 E `@ 7  `   [BЌRbR! 5 4 B R cBcA` ? [B җ  [B!ЌRbRc BA@> `   @  1@  T @B"H@@ @ ? @  7!   @ G  TA  @ k 7  Ѡ   @B"H@@ @ ? @  7!  A  @  T8@  @5@  1@  T  @  1@  T  @ 7     VA  @ 7!   @6  7  Ѡ `   G BG  !G  qB *AA T@ 7      4cCkDx2 7!  a [B֌RcC«RkD+ 7!    [BԌRcC«R" 5@  1@  T   G  !`'  @5[B!ЌRbR	[B R[c\s *6@ 7!    [BٌRcC«RkDn[BߌRBRu;A  e   @@"H@" @ ? 6  G  ! (  @[BAԌRcC«R *a֌R@ 7B Ѣ   [B«RcC_ _@k@z @@
@  1@  T@  @  1@  T  @ 7  Ѡ  9@ B@  7B B   kD kD،RAB`@@@@T    &R  5 ? 3 D `@ 7  `  [BیRcC⫀RkDic    G  !`'  @[BڌRcC⫀RkDX < kD^ F?#{_  q [ h2cBRc *Sc #@  q *2S *A*  R R  ? `- #@*  R R&A  ? - @ q@ TAB@&@@@u\    &\ 5 ? 5_ ;D @@@7  Ѡ RbR`?      c% @*vA 4q  [BSAcC{ƨ#_`@ks qU T`@@ @9@ k!' T?3 q T?+ q- Tb@@C @ @ a) T! @ " TA@   T X Q B@@  @  1@  T   B 4@ @ T@@X6@H@W @ ? Xc   G?  e  @ 7    U  @R 07 SR q  T qRB:@8@  @   1@  T   B Z 4@ @ T@@V6`@H@U @ ? a   G?  a  @ 7    S @R!07!SR? q  T? qR  B k@"#<@A` @   1@  T`   !d ?C  @^ @ 7    Q Ad?  ]  @ 7    R C @ 7  Ѡ !RBR  RkD!RsEBRO ; Q q)TAB@.@@@E    &) 5 ? ޿( kC @ 7  Ѡ RR .kDRsER+ a@ 7! a ! [BSAcC{ƨ#_: R*  %  G A% T@ 7  р  	 * 0  1 T`@ 7  `  	  @^ @4 @  @Y 4 `@ @T 4 Z 4 !G  @  1@  T    G g  4 @  1@  T `@   1@  T` @^f"  7     kDsE !G  @  1@  T    G R    c% @* R⮀R2@ D ARRA+@@@@0    &~0 5 ? Cu4 B @7  Ѡ RR kDsE  1 B0@  @  1@  T   B 4@ @ T@6@H@b @ ? 81   Gw>   2  @ 7    &  @R 07 SR q  T qRB:@8@@ @   1@  T@  BZ[4@ @ T@  $6`@H@# @ ? Y0   GK>  1  @ 7    ! @R!07!SR? q  T? qR  B k@"#<@A` @   1@  T`   !d A  @. @ 7   ` A >   0  @ 7     KB @ 7  Ѡ R"RkDRsE"R7RbRkDRsER    G  !`'  @kDRsER nkD$RsE²RBD@  @@T@% C@  - TB`   Ax`  T  aT  G@  @@U$RڲR     !)@ 7        @ 7        @ 7        @ 7  р ` **    c% @*? @7kDsE   `**    c% @*? @6kD sEYkDsE%RⲀR|BF@ @_ T@c d@  - Tc`   ax`  _  T  aT  G  C@!)  @@[%RR   җkDsEa'R"RR  ҵ'R:R 'R:RkD!RsEBRDu(R:RkDsE#:7H   RbR+'  `kD!RsER    @   G  !`'  @5R BkD
RsE"R`  G  !`'  @   ҕRR,b R RRݼv  G     @!`) U$RڲR  URRżh  G  !`)  @_ ҕRR  R:R @  T  G `T  5RRuR:R   @_  뀲T  G_  T( uRR  RR 5RR  ҵ RZR!RZR@7?#{ @_ q T_ q  T @{#_@@C@  @{#cŚ#   BÚ" _@@B @c  @{#BÚ"| )_ ?# ХG{
S[*cks @O  ҁ@! 1@  T @@Wl@@@y@3 *
7a! 6C@ _ q T_ q T  @A5L@`@@@8    &8 5 ? a B@ `@ 7  ` ; RbR    c% * }=   # ?/ q@) T?3 q9 T?; q@_ T?? q, T  !G  @  1@  T    sG@ 7  р    GO@ @B  ҡe T{JSK[LcMkNsO#_Cg@ _ q  T_ qaT@C@@ K7V 7  cBcA` ? _ @ 7  р `  #J  @ !@$c @?/ q I T?3 q P T?; q L T?? q T@    sA~cx=/ (#    `%k	)S_
)_)C3#=?@C@@ * 7< 7  cBcA` ? V @ 7  р  < #	  @ !@$G @?; q/ TL T?/ q`+ T?3 q T@  sAc~
3@ n *+ C 3	)#o
)  _) @$; S3 ?@XHb# ?/ q 8 T?3 q5 T?; q  T?? q!T@)    @
LA~@x=s! c C	)3
)  _  `%S=@?.  @A5P@`@@@4K    & 5 ?  @? `@ 7  `  A ARR?? qT q T䏀 R3@  R@|_  q T "  R@@c  @a@ B kAT   kT@    sA~
 @x=c@* 3#+g	)Co
)  _) @$S =?@@ q~c|@TB||? q-T@ R Ձ|  Ra! @   @a  !  kAT kaT@) @HA~)  ! @$ .	)c s  sc SC3W  ?֥#'   @ !@$@  R`|| q- T  @B  @a  !  kAT@)    s
LA~@x=!  c	)C
)3_ S   @$=@?@~  q-T !|  @s  @a    kATe ? @RbRH@)  @s
8A~    F! cC	)3
)  _  `%; S3 @?Aƺ / RR(,#  @s$A
)@)_    @$ n~	); ! cS C33  ?@  As~
3@ . *+S C 3	)#S   ) @$c cs W ?@ q T䏀 R3@  R@}_  q T"  R@@c  @!@ B kAT   kT@    s0Bc~
3@@F C*+# 	)3o
)  _) @$; S 3 ?@ q@~|@T3@B|}  qT@ Ra|  R! @   @!  !  kATc kaT#1  3@ !`$) @  @s$A n@)	)
)_   ~ `$; !h@) @HA~ .	)!)   `$c s #   @ !@$@ As~ ./ c(#S Ck	)#S   ) `$c 3s W ?Y@   s0B~Fc/ (#S k	)C_
)#_)  ;  `%33 ?<@ sAc~ n/ S(# Ck	)#_
)  _) `$; 33 ? #   *!`$Y  G  !`'  @-@  R|} q T @B  @!  !  kAT@) s8A~   	) F! C
)3_ S; c   @$3  ?@~  q-T !}  @s  @!    kATRRhRR ҩ   G  !`'  @* ?#  G{ S[c @  v
@ 
  TuA B@a"@!@?   T@ 5AB`@^@@@I    &d3 5 ? )1 < `@ 7  ` `F R!R  Р  c% , 9 s  ; @_    T ]`  5;@ 9Ga T@  1@  T  T@  1@  T @@3@ @ k  T2 qL T* qm T! R; `/  / T@ 7  Ѡ   ! R/ `4  4 T@ 7     B*@"@@A@SB  ? *# R`? @6  a6 TC   R8  @ 7B   B  `@  1@  T`  @`7       @ 7      `@ 7  ` 
 ;@  G@ @B  E T{CSD[EcF#_`: Q qTAB`@f@@@8    &! 5 ?  < `@ 7  ` 2  "R.R   / T
 . T    G  У  Х;c+  @  С  B+!+D ҹR  Р  c% ,bR 19 `"@ @; >;@^g@@6BD@ @_  T@C/ d@  - Tc`   ax`_ T    aT  G  C@!)  @@};@Ra!RBD@ @_  T@, d@  M Tc`    ax`_ T    aT  G  C@!)  @@]  Р  c% ,"R#R8 @ 17   BAB`@b@@@4    &"` 5 ? # t; `@ 7  `   ҢR'R գ  Р  c% ,8   @ 7     B  !T@"@  ' BZ@"@     l  T_At   +!@C ; 6!RK  G  !`)  @,  G  !`)  @%    G  !`'  @RRs շ  ҢR'Rt    G  !`'  @ "Ra.R bR!1RBD@ @_ T@ d@  M Tc`    ax`_ @T    aT  G  C@!)  @@bRa1R`@ 7  ` `   q) A)k ҂R2RfBD@" @_ T@ d@  - Tc`   ax`_ T    aT  G  C@!)  @@{R3RRa4RCF@ @_ @T@ d@  - Tc`   ax`_  T    aT  G  C@!)  @@YR4RR!7R#`<=>a@   /IFCk *  L  G  У  Х;c+    @B+  & !+D )Rp  L  G  !`'  @H5  @_   T  G_  뀵T @_  렵T  G_   T  G  !`)  @,O  G  !`)  @%z  G  !`)  @  @_  @T  G_  렳T.v
@ @_  @T  G_  렳TT @_  T  G_   Tl;@ ; C  ?# {S@  G[cksj@ @   G G_ v
@i  @ TM T   T !~ T`&@ `"@ `@ u@ yAos@ f 8   1o TkV@8 #  1`j T ־G qdWdV; T_ qDWDV; T @Ak@8  *  qh T% T*** R R) @  @ T@_ aBTA ' SBYC  @  1@  T   '@  @  1@  T   `@  1@  T` @  1@  T  @  1@  T  @  1@  T @@ 7  @ `  A@ RT@'@ ![T,8   1XT`@ 7  ` `  . 8  * 1WT@ 7  Ѡ `  "8  * 1VT @ 7    `    q *WV< T@ 7  р `  #@K?  k*	 T @A5@`@@@   &Ҵ5 ? $9 @@ 7  @  eRwĀR   @T T  c-d   G    ;B-  @  !+ҵLR    c%  0´RK6     G@ @B  T@{XSY[Zc[k\s]#_? kT#@?  q   @# 7  kY T?  qmY T 4 q T@`"@@ T @B R c @cA` ?  `@ 7  ` x   R { @ RK k  TK 8  K@;  '@S  a @0 q@T8 q@ T, q T#@{@@  ** *> q  T  B k TA@`@5@@@   &25 ? 8 @@ 7  @ KRɀR A@7   q T T@* q TE R*** C FT@_ HTA ' :B%C  @  1@  T   '@  @  1@  T   @@  1@  T@ @  1@  T  @  1@  T   @  1@  T   @ 7    @ @ NT@'@ A\T  6 +  1@@`VT@@ 7  @   6 @ *@ 1 ST@ 7  Ѡ    6 @ *@ 1 TT @ 7  Ѡ  @   q WV! T  @ 7  р  `@#@  qK<?  k T @A5@`@@@d    &@5 ? \z7 @@ 7  @ @VR̀R _ * 1T;`XRÀR  s S * 1T/YRÀR  g ** R RL  K NT@_ WTA ' 5B<C  @  1@  T   '@  @  1@  T   @  1@  T @@  1@  T@ @  1@  T  @  1@  T   @ 7    O @ VT@'@ abT P6 + @ 1 TT@ 7  Ѡ  N  D6  *@ 1ZT@@ 7  @ @M  86  *@ 1@[T@ 7  р `L    q WVa T  @`7     -]޳ * 1!TVaR   @ '@ ĀR '  Ձ @ 7! с  D    @ 7  Ѡ  D : @@ 7  @      @ 7  Ѡ      @ 7       @ 7  р  **    c%  0h4 @    @7 @     `  '@  '@  @ 7        `@ 7  ` @ @7  р @̲? k*T#@?  q   @#    _ kT?  qT ; @M '@S H @_kUӜ q T +@_k@?0 q@ T?8 q@ T?, q` T ||Ų @B K#@ k T#@# @c+ *C *+ GAa'KA+CA~!| c#a! ?kT+@C@*+@@ ;@S@*#@ @ * @	    R  A Tl@ T
 5 T 0T  aTa@   @!p@"@ @  @!t@"@  s  ToTWUͲVURR    VZRÀR      ' %@'D$J!M" 7# aKR= +@\ Q0 q`' T8 q 
T, q#@T k T#@c# GAs EA+CAa~ #  K!# ?֟kT@;@*S@*#@6  @A5@`@@@   & 5 ? xڔ6 @@ 7  @ `_VnRĀR      ҿn@ T "@[  v
@
 mT գ   c- |~ӱ @[ K#@ k T# #@C *@c+ *+ GA'A+CA~!| c#a! ?kT+@C@+@@ ;@S@*#@*@  * A@*@DB k@T@ K@~@ 4ʱ  ( BG c , @ 7    ` @ ڱ  0  @@  @  1@  T   @`@ 8@a@B@ ? 4`@ 7  ` `  @G BG 5 @L @ 7      @L BG " @ P @ 7    @   @U'@`@ 8@< -@,@ ? @ZX @ 7    !@   @f  @  @6  @ @~ @ ۰@ ְ@@Ұ9#@ k T#@c# GAs E#A+CAa~ #  K!# ?֟kT@;@*S@*#@A`<S=i `eR ҋ      R̀R  BG  @ @ 7    ` @     @@  @  1@  T   '@`@ 8@! @b @ ?  @ 7     @  ,@  @  1@  T   @  Ҡg  T   T !T`@ a@ `<a@ S=   T   T  T T @!@"@ܰ  s   mT !@  ! -4  6HRWzS  || G @`@~| 
@ 
  
 qm^T? ~|# @ b  Q  !  ~|     &g  c*O KK   c k c) @ RG@* Qx#@ k T T@#@ ;A +A~?A  c a!c# ?֟kT@*;@K@*{@* * F 4K Rc@P@ *
7g@#/ 3 *+ O@;  #   5 REA ?GACA;@) |B K~  |@ !Bp*r"13@*/ O# ~ A27@a sB @ ??A#@Pm~;A Q)/O##3@ @aA
2@ @m ?֟ 1!T#@3@;@C@ @ C @ kT3@*k@@@@ 54@  @ K |@  BG T `@ 7  р @  @ 7    @   @  BG> @ @ 7    @ @   @ .@ `@ 8@f@@ ? $`@ 7  `  } 5 BG  8 @ 7     @ Ҏ <  @@  @   1@  T   '@`@ 8@ @@ @ ? @F @ 7  р  `@ o C Ҽ @ @@ A? K@o '@k  @#@*0 q@ T8 q T, q@* T0#  BG   @ 7       @  BG @  @ 7     @  ! @@ `@ 8@f  @ @ ? |`@ 7  `     BG ) @ 7    ` @  @'  @@  @   1@  T   '@`@ 8@ 
@b
 @ ? @S8 @ 7  р   @ ݮ       Җ̍R̀R  @ 7!   a  e3  B@@d+  @ 1aLTʮ@ L@v؍R'@̀R       ' 6ЍR7̀R       Җ[RĀR '   G  !/  @>`RĀR         '  U@A`@@@    &ӭ  5 ?  %2 `@ 7  `   v*RӀR  ҹ @Ab@    @  1@  T @  @"H@@ @ ?  @ 7  р @ #. ~@* `  BG î `@ 7  р  @ 7  Ѡ   @ G `T` 0     ҖxRwŀR  @@ +PA?A` ?@` qm T7 R ;A ?APA~+a!` ?!` T k!TH R@;@K@*{@**Yf 4O@| @`*zSc c c|}  @@6@~} @ `  ? qT? ~}%   ˢ  Q  !  ~}     &g  c*O 	K#K   c k c)  @ RG@* Q#@ k T T@#@ ;A +xA~?A  c a!c# ?֟kT@*;@K@*{@*e * 4K Rc@@ *
7g@#/  # *O@+ 3 ;    5 R EA{  ?GA;@CA K)@  `~ c~ {@ |@# @ 3@A7@ " @ ??A#@Ac~;A{@ @!3@##@)@ A As Q ? 1aT#@3@;@C@   C @ kT3@*k@@@@Y4;@S@#@*@*5 +<A?A` ?@  qM T7 R;A ?A<A~+a!` ? ( T k!TH R@;@K@*{@**ĺ F 4O@  ^@ *zSc c c|}  @@~} @ `  ? q T? ~}%   ˢ  Q  !  ~}     &g  c*O 	K#K   c k c)  @ RG@* Q#@ k T T@#@ ;A +lAa|?A  c a!c# ?֟kT@*;@K@*{@*6 *  4K Rc@@ * 
7g@#/ # *+ O@3 ;    5 REsA ?GACA;@@ K`~c~)vA |@#{@3@" @  7@   @"  ??A3@ #@c~;As QvA##@)@{@@   ? 1T#@3@;@C@   C @ kAT3@*k@@@@Y4;@S@@*#@*i5 +(A?A` ?@` qM T7 R;A ?A(A~+a!` ?!` T k!TH R@;@K@*{@**% 4O@  b@`*  ^@@d  W@@kN T  G_     !#c;  @c  !.B\R4 @@c<l  @ 1! Tǫ@@R'@7̀R       '  |}F   @[ K#@ k T# #@C *@c+ *+ GA'7A+CAc~!|s #! ?kT+@+@C@@ ;@S@*#@*@  * @u |} @ @[ K#@ k T# #@C *@c+ *+ GA'#A+CAc~!|s #! ?kT+@+@C@@ ;@S@*#@*@  * @a7  @D@ @@_  T@c d@  - Tc`         ` Tax`_ aT'@ T'@@ @T@c d@  M Tc`    ax`? T    aT  G  C@!)  @@qv`RR`RM ``R H@aR  B  @D@  G  !`)  @`&@ `"@   T @!|@"@  s   -T @!@"@ߪ?s  @ Rk@	@ @A5@`@@@t    &  5 ? ƪZ S. @@ 7  @ l R7΀RO    ҶҍR̀R ' 
 @!x@"@  s ToT @i  G6׍R̀R  !/  @$ la T ӍR̀R  G_     !#c;  @cӍR  !.ת k T#@c# GAs EKA+CAa~ #  K!# ?֟kT@;@*S@*#@
#@ k T#@c# GAs E7A+CAa~ #  K!# ?֟kT@;@*S@*#@\  @D@" @@_  T@ f@  m Tc`         렡 Tax`_ aT'@  T'@@_ 렮T@Ý f@  - Tc`   ax`_ `T    aT  G  C@!)  @ @ _@@׍R@'@̀R    '   @@`@׍R'@̀R "  ܩ@@ @׍R'@  ҩ@@`@6؍R'@̀R    ݍR7̀R ' )+ '@  @D@  G  !`)    @E@@  G  ЖR!/7̀R   @9  @@@`@@@    &ڨ` 5 ?  ,- @@ 7  @ r RWҀR('@)  ~@)  $#@*+@*P  G   ! .  @ө`<a@ S= LN T  G_     !#c;  @c  !.ލR7̀R Ҏ@ J@@R'@7̀RS  @D@b @@_  T@C d@   Tc`         @ Tax`_ aT'@  T'@@_ 뀦T@Í d@  - Tc`   ax`_ @T    aT  G  C@!)  @ @x@R@7̀R'@ @@VR'@7̀R     '  @@R'@7̀R3     ҶRŀRR S@O@8  @D@  G  !`)   @n@ =@ 8@    6$RҀR+;@S@#@*@*c    RҀR @T`@@@T    & ~ 5 ? | @, @@ 7  @ e RɀR<    v$RҀR    RҀR% @@H Ϩ  r     vRɀRק@       vRҀR~    $RҀRV    G  !`'  @vRɀR    %RҀR ҙ  7)RӀR  x'@ _(  @    vRҀRC "  @ @  1@  T    @ab@@   @Z   1@  T  @c@@d F    &O Z 5 ? X `@ 7  `  @ 7     @Ab@  T   @  1@  T  !@  @"H@@"T @ ? <T  @ 7     % @  @"H@@b @ ? :[ @ 7  р # @@ ; TS@; `@Y@  1@  T`  @  1@  T  @@ 7  @ : & a@  7! a  W  @ 7     # M Y '@  W @ Ґ @[ y    6&RҀR       RҀR;@'  [@'    G   ! .ӍR  @٧    ֧RwɀRӦЦͦʦ      RҀRtD      vRҀRh    ǍR̀R   RwɀR   VRwɀR2     ҶRҀRG    6ȍR̀R"       ֨RwɀR0       ҖȍR̀R&Q @@"H@bR @ ? P  e
     RҀR  G   ! .  @Q   VsRwŀRJa z      RwɀR       RҀR  G  Ѓ  Х;c-    @B-  F !+d 'ERU'@ &  @1!      ȍR̀R'@ &  @  "     VeRwĀR   vRwɀR    G   !`'    @ )RӀR'   G  !`)  @V`R @_  hT  G_  @hT  G  C@!)  @@Ǧ  sRwŀR      v RҀRp      vRwɀRg   ҶsRwŀR      6ɍR̀RX   6ʍR̀R0  VeRwĀR  G  VeR!`'  @  G  Ѓ  Х;c-    @B-  & !+d ~ADR   ҖʍR̀RvmRĀR _ s     mRĀRe   ֪RwɀR_  6tRwŀRZ\iW%  8S+  RwɀRI  3    VzRwŀR9      6ˍR̀R  ʍR̀R*  G  !`'  @R       vRwɀR u @ @T  G_  T    G  !`'  @1R̀R:  [     VR7΀R5@@7@  1@  T @  1@  T  @ 7     !  f @# c B ! u L٤k    G  !`'  @VR7΀R      ֬RwɀRw  vRwɀRP @@"H@ @ ?   Zť `  v|RŀR< VzRwŀR   қ  6̍R̀R ҁ @s     vRWҀR @_  @T  G_  T @_  _T  G_   _T  G  C@!)  @ @ j@@v׍R@'@   |RŀR]  Ҷ~RŀRW  G  !`)    @@@     ҶRŀR   vRŀR;Ҥ    G  !`'  @cvRWҀRlG     RŀR RɀR[ @_   T  G_  T  G  !`)   @>@R@7̀R'@ @_   nT  G_  `mT  G  C@!)  @ @@  |     ҖRɀR  G  ! (  @ߤ    sRwŀRڣn M  G  ! (  @ʤ   6|RŀR  ҖxRwŀR  G  !`'  @ͤ  G  !`'  @ޣ ГB= B@  ?#ѧ G*{3  R S*$ R[* Rcks @  *M   ZG ` T@_  TA BC  @  1@  T   @  1@  T  @  1@  T  @  1@  T  @  1@  T  @  1@  T `@ 7  `  @ ! T@  TS& K  1  T @ 7    @ I& C  1 T@ 7  р ` ?& S  1 T @ 7      !G  G q@Z T@ 7       @RB R R ưA ?  @K@!@? kA TC@3@K? kL T_ k T3@C@_  q@A !3  q@ T qe T  4AB@@@6    &ߢ@ 5 ? v 1' @ 7    RR       @ 7  р  `    @ 7    _   @ 7   g **    c% 0T$ @    @e7 @  @  Z    @ 7  Ѡ Z   `@ 7  ` @Z   @ 7   Y   @ 7  р  b   G@ @B  ҁZT@{TSU[VcWkXsY#_W * 1T3@:dRsR    u   4ApB@@@    &c` 5 ? ( & @ 7     :nRsRwtq$n+k7@S/ ! @? 롣 T*M     T`@ 7  `   BV 4 5ABR ` ?  @ 7  Ѡ `  GB @BRcA` ? @ `@ 7  ` `  C@B S@k c|@ K@;  !|@C@ TB` ? # R@ R?   A TK |@3     BG   @ 7  р  3@o `  BG   @ 7  р ` @   @ 7@ 7  р `   q T/@ C{#[  Z<D @ `@   @ \  b@ @7@ 7  р    T[@ q=TBB R cA` ?  D@ 7  Ѡ   BB R@ cA` ? @A`@ 7  ` `4c9C 4 0 zW K@0 qT8 q T, q T;@ ~ӳ+ S@?  q+ T !   O A`$[   ? sG /  C k@S@	 R#+ 	*; g  '   K  .c +@*@)	)~ ~?@ |@%~G@  ye"@ƐA  ?kM TA AbKE~ *a~fA|@!# R 	  ?A @ /@f~ ;@  C@ [@ AHA" R &'@)@   ?O@' RA@@)@ @!'@c~ /@  C@ A  #@  ?A A' R@E~d~ @!C@ |@FA @$ 	 ?@ e)h@)a~e~A!|@%%a~EA!x%% R  ? A 'AA  R@ /@f~C@dK@A&;@ '@   A$D$   ?O@@A'A(@ @!@e~/@gC@! RA%)G''@    ?@ 'A/@ @!C@d~A#AD$   R  ?kT3@C@K Kg@? kTk@ R D K K+ /@"*# *! 5 R;  #A'AGA 3@F| |@!A ?#A 3@'AgA #| #@c|@c&C ? #A'A'A ;@#| c|@c&C ?K@*  kT@F+@W@3@   BG , `@ 7   @ ң  B  @  1@  T   @ 8@`@"@ ? @ 7    @ ҉ @9   1@  T 4  S @ @ '*-0@S/ "@< @_ `T !B"@BT@6@BH@ @ ? 6   G    @ 7      Bܠ   @ 7       A   @ 7    # @ 7  р  :{RsR C@@Ba@K@@ ? # R@ R`? @U  X TB/@ "@K@8B@ ? # R@ R ? `[  b TCߟ `f  BG x g @ 7    4 @   h  aB  @   1@  T    g7@ 7    2  k  BGS  n @ 7   `  F@ ȟ `p aB  @   1@  T   @  37@ 7    S K3@ `q  BG * @q @ 7   ]  p  BG  p @ 7    a @ /  /@q @ t7@ 7   g C@ C<:# k TC Y `a U c @ q  h B@7  h7 @ 7     T  TC@ck g q T#  K@#@*3@S@0 q` T8 q T, q*! Tҹ *  B k T@ 9   @  1@  T @6   1@  T @4 @  @`z6       z^RsR   G  !/bR  @sR         @s7     @s% TBz_R ,B[L @@ T@b C@  M TB`          TAx`aT`T&  `@zcRsR <   a@cRsR  3  @a@cRsR       zfRRR ,BG @[T@B C@  - TB`   Ax`@ZT    aT  G  @!)  @c@#@ZcRsR       @  @@ @ 7  @       @ 7     ` c @`c7     c  4AB@@@D    &Н@I 5 ?  "" @ 7      iRR  G_     !#c;  @c  !.֞[ ֝@ҝϝ̝_ɝƝo:nRG  @ T  G  T  G  @!)  @:cRc@sR@   @ HT  G GTp@׎RR  Ҩ+    G  !`'  @mRsR  `     :iRR     RR ,Bb@ @@_ bT@cB d@  M Tc`    ax`_ @aT    aT  Ga  C@!)  @@W@ZRR      Ga   ! .  @HI~ !B"@BT@76@BH@b7 @ ? =   G9  > @ 7   @5   BF ? @ 7   5   A#   ? @ 7  р  6 N! @ 7   5 R3R  A    :RR   :RR@    Ga  !`'  @!:RR@   zRRb@    ΎRR@3 ܜ3@@ RRK@    ҚRSR ,B4 @_  T@7 d@  M Tc`    ax`_ 력T    aT  Ga  C@!)  @@@:ώRR    Ҷ@   ҺюRSRRR  Қf ,B0 @_ @NT@c2 d@  - Tc`   ax`_  MT    aT  Ga  C@!)  @@w@ڔRSR    @   :RsR{ ,B+ @_  T@C. d@  M Tc`    ax`_ 렛T    aT  Ga  C@!)  @@K@юRSR   W@  ZӎRRQ?_@  zRsR@ ҚӎRRB0@  ږRsR9@ ӎRR4@R sR@ԎRR  (  Ga  !`)  :cR  @sR:@   / /@  Ga  !`)  @)@ zRsR@  :֎RR@    :RsR ގRR@zRsR   U@ z֎RR  `H ZގRR@     ҺRR@ ֎RR ң `&    ҺmRsR:iRRގR@RߎRR Ң@  َRR@ ZَRR@ ҺَRR@ َRRU F ~@ZڎRRwPt  Ga  !`)  @jNgRd@ZێRR  m  @_  T  G_  T    RsR[    ҚwRRT   ZRsRN   wRR   :yRR@   ҺRSR   R3R2  Ga  !`)  @Hm   ҚzRsR  Ga  !`)  @:  Ga  !`)  @3 @_  nT  G_   nTF @_  @T  G_  Tp @_   nT  G_  mT.3@S@ k@ 9 ;@ }@TS@?  qST ! b  O A`$[   ? sG /  C ; '   k@*	 R#	*g   (Fa  K c /@@)*	)~ ~C@ |@%~ƠA{e{ @"  ?S@? k TA" KA @~ a~f4A|@!# R   ?AAe|% qm T|} R @!  @!    kAT c G[ 
8A  R)#@ G@ @ '@ [@#m@?AA|& qm T|} R @!  @!    kATO@ _-$G 
@ @!'@  R @)@ @?A A_- ~& Rd~ @ |@'@ @!'DA$@ ? {@ )@)`~ e~@ |@%a~4A{%% R A! ?[ S@'A AG)
8A  R D|Af~@ '@ G@ K@&D$#m @$@?AAe~% qm Tb|} R @!  @!    kATO@! R@'A
@o)S@ .?@ @|'@);@G' @?@ 'A! R@ .'@d~FDA#AD$)  ?S@ kT3@*C@K Kg@? k4 Tk@ R D K K! @"o**5 RC  #A'AG4A 3@F| |@!A ?#A 3@'Ag4A #| +@c|@c&C ? #A'A'4A C@#| c|@c&C ?K@*  kT/@F@';@ }{$S@?  q$T ! b  O A`$[   ? sG /  C k@S@	 R#+ 	*; g  ' a  K  nc E*E@)G	)~ ~C@ |@%~ƘA  ye"@{  ?k TA AbK@~ *a~+@|@f A!# R   ?A G[ f~  ($A! R   A&  @'@ @ G@ [@#m ?O@" RA@'G)A @ah@c~ '@ @  @#     ?A A@D~d~ @a@ |@0A$@ ! R   ?{@ @%)(@)a~e~ A!|@%%a~+@A!x%% R  ?[  A'AG)($A! RAf~)dG@ @ '@&K@D$#m A$ ?O@) R@A'AH@ @a@e~'@g;@s)A%)?@ G'  ?@ 'A@ @a'@d~0A#A D$  R   ?kT3@C@K Kg@? k	 Tk@ R D K K! @"o**5 RC  #A'AG A 3@F| |@!A ?#A 3@'Ag A #| +@c|@c&C ?֡ #A'A' A C@|c|@c&C ?K@* ?  kT@\@  Ga   !`'    @:iRR!# Ҙ K@#@3@S@0 q` T8 q T, q* T)ݗ RG i cc @C/ ; \#  K@#@0 q/@GH@ T8 q@ T, q3@ S@k@A T@n    ZǎRR@    ҺRsR@   :RSR   ǎRR ** *  ҺǎRR* *   ɎRR  ҺȎRR*?*@   zRSRt  !B B    @  @ 7      @R3R   _lM3@S@ k@3@S@ k@@   ZR3RH6?#{  G S[c ksє G @  SB G GSWz
@B5 _ 3 T T_ 2 T_# Ay T`*@ ? q W B *a&@|"@v@zA {@c@ " 4?  q$ W$T T  * 1s TSBE C   qs T T끍 TC***= @   G@ @B  TSA[BcCkDsE{Ǩ#__ + T_ ! T" R*_ t T_ q T_ `r TZ/   !TB"@[ @p z
@_ m Tc  c- Ҁ  Ge  b  Х;B1  @a  !+?Rc  `  c% 2bӀR  # Q#@ * 1aT,#@ CRbRE E * 1T!!DRbR;  !B   q T  T  f   g!=$ R@** R R S=.     T@_  TA BC@  1@  T @  @  1@  T    @  1@  T   @  1@  T   @  1@  T  @@  1@  T@  @ 7  р    T@  T3 4 [  1D3@ T @ 7      ' c  1D T @ 7  Ѡ  @ '  S '@ 1 T @ 7      _  q *DWDTv T@@ 7  @     q RZR
BZ@*'A  R R  ?  @[@!@_ ka TS@Kk T  3ApB`@@@tl `   &Ǖe5 ?  3f@ `@ 7@     @.RR       '    @ 7     ^    @ 7  Ѡ   ^    @ 7    @^   @@ 7  @  ^   ` @ 7  `   ^   `@ 7  ` | c  `  **c% 1$  @n7    W @  @  @ 7      W   @ 7  Ѡ n @    @ 7     `n '@    @ 7     S 6APRR2 a&@" R*u|"@" R*p" R*k_ ` TE T_  TL T_ `  T`"@ `@ a@ `<a@ o= _ S TT_ T T_ a T mF T !lB"@     -E Td   1!  D6;Rk,TS@ q@bk [? q@d T? qAD T@cD @B@k   T l T 4[@@37?0 q T?< q` T !G   T ƕ@@b > !  N Tc@ q@ T
B3A7AS@k@c@S  kJ TB@ K{  K A7AB R '  ?  r@'@ 7  Ѡ @c@ 
B[@"@8Bk@ ? # R@ R ?    T{@ K |@<  BG ' ԕ '@`
 @ 7     @ ' I '@ ; B  @  1@  T   @' e'@`7 @ 7      
Bs~@[@"@O3B@ ? # R@ R`?' ' !*Tx@ ( BG K  K@ 9 @ 7     @ K  K@;;@B  @  1@  T   @`@ 8@@bK @ ? K@$Q @ 7     SK ̔K@  [ BG 	c I ^ @ 7    @	I `h BG 	S NI S@q @ 7    @ 	I l '@	I7 @ 7    5 @ 7  р  6K  BG% K@ @ 7  р   G@ K  K@;@B  @  1@  T   @`@ 8@d@d; @ ? ;@ @ 7  р   `; [ ;@  BG ; K  ;@K@  @ 7  р  @ak@;    |@C7 ;@ BGܔ F@ @ 7  р  {@ QF  '@tF7 @ 7  р   @ 7     *   !T@ 7  Ѡ @c7 9 '@5 7@s / g x7@ [@/ ?0 q@T?8 q`T?, qT{@S @ S@ c@ C /@+ MC@+@ q T C@#  B?  kT@ #@ @  @  1@  T   '@@  @   1@  T   '@ @6 aERR  FRRc  `  c% 2  fc  c-_ @ T_  Tz _ Ta@   !XB"@ӓ @  ѡ !B"@˓ @  ѡ !\B"@Ó     T@[ ? q W B *@\@@ Р 3AB`@@@ `   &ܒ  5 ?   @, `@ 7@     ` HRR       ' aAߒG# ڒ#@E# + Ӓ#@+@
# ͒#@# Ȓ#@Ē !dB"@^     T  # ! @"@R     #  T#@ a&@"@E  P 3@3A7PR7AR       '  x       җ-RR'  Р 3AB`@@@Ԉ `   &N` 5 ?   `@ 7  `  ~ IRR * 1!T@ RR       '   @ 7  р    @7    @# 3 ?#@E3@i# 3 6#@E3@!LRBR Ҏ/ )D/@#D' '@@cB @_ 뀜T !B"@BT@6@BH@@ ? T  G  R@@ 7  @     B @E @ 7  р  @   A  `@@ 7  @  $@ `@`7@     DRTR       ' Ǒc@ q@W T
B5"@_@f T? q`f T
B  5B@  6[@ 8 Q q	r TS@k@c@ [@
B@N"@  7Bo=@ ? # R@ R?'    ! T|@     BG   @  @ 7    @o @   @   ; B  @  1@  T   @`@ 8@` @"  @ ? @Ļ  @ 7    `  ͑ @@ b BG d C  @ 7      @ ّC  ;@B  @  1@  T   '@C7 @ 7       @ 7  р     ` b BG6 @  @ 7  р   @   @;@B  @  1@  T   @`@ 8@  @  @ ? @  @ 7  р    k@    |@j# @	b BG C  @ 7  р   @ xC  ;@B  @  1@  T   '@C7 @ 7  р  `  @ 7    ` * * %T@ 7  Ѡ  '@] *z 8 @ 7!   A  5@ #   "H@H@B@ ? @bA@`  G?  AhTS@h`@D@  1@  T`  @  1@  T  @  @ 7     e#@  BT@5  a@@ 7! a 	  @ 7  р  `!T@ 7    c k@ q@ TS [@*k@*0 qT8 q	T, qc@!	T *3 q 5@ ߐ @_@  1@  T '@  @   1@  T   '@  I E@@CNRbR  3AB`@@@b `   &	`E 5 ? ΐC [ `@ 7  ` > SRR_# T`*@ `&@         RR' 9`  Ga  !/# WRR  @    * #@   ' D @@D7  р  C# 3 #@E3@L5 T`  G_ a  c  !#c;  @ca  !. Ր@RR        ' a !G  1 T t@`@ ~ !``  T  O@`3AMR7ATR       '  ,Bbl @_  T@c d@  - Tc`         ` Tax`_ aT@ @*T@@ )T@ d@  M Tc`    ax`? `(T    aT`  Ga  C@!)  @@' uC'@@RR  3 D3@ &@RR  D &@ RR  ' '@@&@W RR         W&RR ' o ,BB`  Ga  !`)  @' bC'@  3AB`@@@t `   &  5 ?  ŏS @Q `@ 77@     `6 )RtR       ' :3A7A  AAb@    @  1@  T@ A@ #   "H@8@" @ ? ( @@ 7  @ @9 A A"@ @   @  1@  T  @ #@' "H@  <@ @ ? @'@&  @ 7  Ѡ  I k ' - @'@  `@ % @D@ AAb@X @D   @  1@  T @ #@"H@  @@B @ ? D@û @ 7  р  e @x G 렽 T`  DE M   7_RR' AAB R ` ? @m @ 7   `  @z@v3 `<o=- <`<a@ o=% <  `  Ga  !`'  @AIRR
VHRR       ' yC@ k@{  Yc@ V@,@}`  Ga   ! .   @2@]   x+	' ''@^#AB2 ` ?   @ 7  Ѡ `  @d@` @  `  Ga  !`'  @2!SRR`  Ge  c  ;c-b    @B1a  f !+ !8RM ێ `^      HRR'  !B"@BT@b6@BH@ @ ?  `  G   @  @ 7  р      Bߎ   @@ 7  @    #  A  #@` @ 7  р   @ `@7@      ;RR       ' HRR       '   3AB`@@@T `   &_5 ?  #@ `@ |7@     `{ TRR       '  g@c)RtR       ' `  GE  C  ;c-B    @B1A  F !+ Fa7Rۍ       HRR' j:.RR       ' ]@   @&C !@3   K K@      ׀RTR' 7      7ȏRR - @ ,Bb@@_ T@d@  - Tc`   ax`_ `T    aT`  GA  C@!)  @@׍@RTR      ' `  GE  C  ;c-B    @B1A  & !+ Ҿ6R     wRtR'  ,B '@@_ @bT@cd@  - Tc`   ax`_  aT    aT`  GA  C@!)  @@'@wȏRR      ' K K@      ɏRTR  ' ~@'@     ҷRtR' ' o'@~     ʏRTR  a@6     RtR' `     wʏRTR W@K 
  K@`  GA  !`)  @' kC'@@RR  	3IRtR     ' VB !   @d@ @@ 9 C  @   &' '@  5@ ? '@ @  @ 7     , `@ 7  ` , @' #@"H@  D@ @ ? '@@a}  @ !O T7@N @3@  1@  T `@  1@  T` @  @ 7     M   @ @ 7!   & `@ 7  ` ?  ' ڋ@ '@  @ 7    H  @   T ' ? '@*    7hRR'  ' @'@ @_  T`  G_  @T`  GA  C@!)  @@' C'@X     wˏRTR  @| n        )RtR'  / q@D/@     ˏRTR n      җRR	XI     7RR| ,B '@@_ @T@ d@  - Tc`   ax`_  T    aT`  GA  C@!)  @@.'@ׇRR     ' V@   @    ̏RTR $      җRR' >)RtR       ' 3   A@"H@ @ ?   @ @T`  G_  렕Tm'         )RtR' # ߊC    w̏RTR      ҷXRR '      wRR-RR       ' I'        җ-RR'      ׉RR' '@ @ ' (@'@   '  A@"H@ @ ?@'@   K K@Qw͏RTR      sJ   WYRR ' } @'@ e D "  @ @  1@  T  #@abd  @@   @Z    1@  T  @e@@ ً @   & @` 5  ? ' ފ@ ` @ 7  `  @) @ 7   @( '@  T@#@H@3 aJ@ @ ? @  @ J T3@I `@(@  1@  T`  @  1@  T  @  @ 7     H  
 a@ @ 7! a  Ĥ  @ 7     C @  | @@ '@  @   1`4T   C     ׊RRK މK@      ΏRtR   ' Ή@'@7 [@0 q T8 q@ T, q Tc@**7@[ @   YRR '      ϏRtR TRR       '      7RR   ҷYRR '  {@@' 	 '@ ' o'@    wRRp      ҷ{R R' o      wЏRtR Zc M J@T ى@D@    A@"H@B @ ? D@P`  GA  ! (  @' 'C'@   7ZRR '  @];RR       ' =    ׋RRDRTR       ' ); ;@     wϏRtR @; 	  ;@; ؈;@   wRRΈ    яRtR   wZRR ' o   RR     ЏRtR @|B@@  1@  T `@  1@  T`  @ 7    @  /  D/@@ @b A   Ҝ k @D   X@ T `@@BH@ @ ? ( K#  |@ވ #@  @`  G?  끖 T@S `@	@  1@  T` @  1@  T  @ 7    ` @  a@ 7! a  @  @ 7      d  @ 7       #  AF  #@  @ 7  р    @o `@7@       7RR       X# '#@# + !#@+@37ΰ *c@ۮ * + ' +@@      җaRR' 0    wяRtR (c@ *wҏRtRxF      WÏRR'  @wRR           ׎R4R@/  # Ň#@ֈ '@     җBRtR '       w7RR '  @"  ,B "@ TA@ $@  - T!`  %xc Tc  aTd GA  @!) @B@ԏRR            ӏRR      9RR '      אR4R     7ARR '      @RR ' ~     wR4Rv     R4RJ     wR4RB  ҷcRR ' _  5      WTRR' O# #@` @`RR    ' A`  GA  !`'  @9  WcRR ' 3     ҷ7RR '       җ֏RR{@ @g@ s@ S@c@ ^C /@c@ xS |}/@ {@?  q-* T{@#@S@8 C@k o a   *7)FS / k  3k@A*M# Rc@} L$"  q a Tk@ AAc@Ac6A{g@a~/@##S@!A/ ?@Af A6A #|/k@  R{C#s  ?S@ Q kM TCc _  [ * *   @*AZ QA~A @| KF!| |@&!`a@?@A As@Ak K@!|c{3~ @ /@!|@S@h{8[@##@! @'+c/a  @?AWA/@~ A@  @!A'@+SA! c@##/ {@?k@@@ K  Q?  kT@k@*{@  k ?  k  Ts@\{@ @g@ s@ S@c@ C /@@H @	@  1@  T  @  1@  T  @ 7    ^   w @`  d B ! f   ц' @`u    WjRR ׅ7 Ӆ7@&7 ΅7@   ҷR4R   R4R     CRTR' ʆ   ,B`b '@"@ `pTA@p $@  - T!`  %xc  oTc  aTd GA  @!) @B@'@jRR       ' NOk@@@3A7A+ ;@+@  q,I T+ P+@@@o RWjR     ' + j+@C aV@c        R4R `  GA  !`)  @{      w:RR' Nc@  Q kpTo # < Q#/ C; * Д +  A*A9 Q;@a%  |o@!|@A%%! G <| ?xG@ | _km TABKA+/d~;!`~ |@!|@U ! /@
v8C
7+@A ?AAVm+c~ /  C @a c@;/U#/@
8+@mA ?`
 Q kMTG"     7nRR  eR WTRR       '       wlRR      җnRR `  GA  !`)  @؄c@**פc@**R    wR4R    R4R     ڏR4R  @_  @T`  G_  Tz`  GA  !`'  )R  @tR    Ҕ      ҷRR Ѐ !B B + #@ A  +@#@ @ ?7  р  @> WRR      pU@'@`  GA  ! (  @3     wXRR ' [`  GA  ! (  @!C    YRR ' I @Dy @_  @NT`  G_  MTh @_   T`  G_  T`  GA  !`)  @& @D      7ُR4R  !,B @@l5WۏR4R       '`  GA  !`'  җ-R  @R    Ń @u@#   #@bT7RR       N# k@@[u#@3A7A  #  + 4L@ A@4 +@    @  1@  T @# #E `  G3  E 3@ ` @ 7  `  ! #@#   P@ #E `@ 7  ` ` @`  G?   T#  + ^ #@ +@# + w @#@+@ 7    '   @ 7  р  > # { @#@87  р 7 WRR      e{@ Ad  {A	0BsbFg@#|B"c@# @cTP?)TP ) +#/ A  @  !@$ `%+   ?@** *ʩׂ+@ @R4R 7 !,B! 7@`5RTR          wRTR      ҷRR@`@@  1@  T` @  1@  T  @ 7  р  @/ # h  #@f     ҷRTR# + #@+@H    WRTR     RTR`  GA  !`)  @ł      җRR+  +@  +  A@"H@ @ ? +@`  GA  ! (#   @s#@      רRR#i#Ez +@`  GA  !`'  @#@?# X#@WRR      {      װRRq@   `RR h`  GA  !`'  @`d  7_RR' !@ Ta !G  T  BC      7
RR B#@+@!@ @'Ta !G &Tt`  GA  !`)  @+u`  GA  !`'  @$@ 7hRR '      WRR     RR 
 [ \@l # ` ~@7 #@ @`  G?   T@S `@@  1@  T` @  1@  T  @ 7  р   @[  # + юC+@  @ 7         @ 7  р    #  A  #@
  @ 7    ` @ `@@7@      wRTR       # #@WRR      ң      җ RtRu      W RtR @#  [  #@V# R#@# M#@I#@+@     RTRk;     wRtR : -@)wRTR       L ?#{  # qd T#*@? kk T 4 R   T ? kJ T` K  @ kT *? kT_ k Ԁ{#_֤@  R_ k Ԁ?#{  S  A@"H@" @ ? 3 SA{¨#_ 3@  GA  ! (  @ׁSA{¨#_ ?#{  @?  T@# d@  - Tc`        Tbx`  ? aT  R{#_@  GA  !`)  @  R @?   TB BG  R? T @  GB  #@A)  @@  R  ?#{ @ U@@ S @   &h  5 ? -  @SA{è#_  @SA{è#_@ {è#`@  GA   !`'  @?#{ @BH@  {# {#s  ?#{ S @ [׀  @  1@  T @v   1@  T @u   1@  T @@@U @   & 5 ? ڀ a@ 7! a  @ 7! с   SA[B{è#_#SA[B{è#_    SA[B{è#_  @  GA   !`'  @.?#{ S  @ A !G `  T 4a
@ @65@ (7s@@   &  5?  @SA{è#_  _   @  1@  T `@ @@ @   & 5 ? k @@7  Ѡ  O`   @  GA   !`'  @C  @  GA  !`'  @   ҍ   ?#{ A !GS  @ `  T 4a
@ @`64@ (7s@@   &` 5 ? & SA{è#_`@  5C@@t @   &K 5 ?  @SA{è#_    @ @  GA   !`'  @SA @{è#8@  GA   !`'  @o@?#{ @S @4@@  @  !@@  G?  A T ? 
 T`@B BG   TB BG  T4@ @ ASA{Ĩ# `
@a?  " T`@xa`@  1@  T` SA{Ĩ#_`
@a?  " Ta3@`@  1!T`
@  @  GA  B@!   @ SA{Ĩ#_D  @7! с !~@l` `@A !G TA !G  T`
@     @* @ 7  Ѡ @ @4@ @ @"  @ ?@@!   ~@@xA !G! @~ 4 ҂@A  @  G!`B@  @ @t@  G   @~`4~@@j  ?#CD G{ S*[*c  sB @   ~ @   kc C >@8@" @  @"@~   A !G T@  G   T~ 5A@~kGBK@  @** *  k TC c  [  ~BB BG A~A@~B@  @** *  k TkG R||  @ ka Thd`@  1@  T`   BA}  ( h~`@ 7  ` @ @ 7  р  @  G@ @B  a T{CSD[EcFsHC#_@  GA !G TA@}`@7  ` `}C c  ~	 4*B  @  B  `}   ~  *	 @ 7!   @ AK}B@f Bk* @* *? k T|| @@ k` T$@? k  T#K |c Q@ b ! `  B|   U}B`@9 S T   1" @ TkG` }o~kG*~  A*@X}B@$@? k! T a|}   B8 @$  kTkGYt}e @ 7      l} @   @ 7!   A  c}@   @ 7!   A  [}@  @7!   aS}IA@BH@b @ ?  }@` 5@ @@7\ МGA !G  @  ` :}@6}g S~A  B Fa@   ! 1  `Ta 	8|@ @7A !Ghah! @a7!   }kG'~ k}  ?#{ @S"T@B6} *  T*SA{¨#_!0@ !@@   ? `  @A !G  T@ *a7! с | ` T@  GA  !  @
} o}@  GA   !  @|e} T@@A6@  GB  ! B@  @}`4@7  р   |@  GA  !  @A  ! } ?#{ S   T@ B BG&@    qD@z T@ R @_  A Ta@@?  $AA T`@@S&S k T	(7`@(7@ q	 T q T @$ @ R k! T3 R_   T*|}  q*SA{è#_T ДG_  q R TT  q T`TB R w|  B BGA !G  q AT T@ 7  Ѡ   @3 R*SA{è#_H|@ @y$ @y| *? r  !  rf `    @9$ @9@ ?#{ S*[ *N}  c 7 R# q( T@(7@b ~@  b@D@   T@@S (7C@ k  T ҅|s" T[BSAcC#@{Ũ#_ d|{ rC @ c @  GA  !   @|@ 7  р  cC#@ [BSA{Ũ#_R k@ R R@/6 r  9 {cC#@?#{ S  @T@7A6`V@ 6   C|     |@  7! ѡ a  { @`T@@6{@ 7! с  SA@{è#_SA{è#գ{@  GA  SA! 
{è#  @{@SA{è#Ռ{@  GA  !  @|?#A !G{ S   @   Ұ{ *C  # K|@   @! 1@  T  @  " @B 1@  T"  @  C @c 1@  TC  ,{  R{8| @@${ |`@ 7  ` ` *{@  G@ @B  ҡ T{BSC#_@  G{|<{{ ?#E ХG{ S3[C  c#  k;  @     { 4b@@"   Ō@  @ T @j&{5A !G@" @c  a T{BSC[DcEkF;@#_ @ T@@	6  @"@  TB@ @ @ TA@@@j!@  {  q  TT@o{   @ T@`6! T  @"@ @ T{#  T`@  @ T@  GA  !2  @{  {  q+ T@@T{# aT@  GA  !`4  @{  @  GA  !3  @{  5{@{?#{C cG S[cksX G` @   U еGW6@J  @+ T  T  * T ,D T#  c- @  G%  B  Х;B 5  @!  !+k{a'R#  @  c% `5R @  G@ @B  T@SA[BcCkDsE{Ǩ#_ր"@A !G  q X B *@A@@#  4?W G q$X*$W  T*** R R  F  `K T@_ N TABC  @  1@  T   @  @  1@  T    @  1@  T  `@  1@  T` @  1@  T @  1@  T  @ 7    `9 @ e TC  T'  *'@ 1m T @ 7  Ѡ  7 K  1m T`@ 7  ` 6 W  1 m T@ 7  р  6   qXW!2 Tc @ 7  р 4   q RRB*  R&A R  ? i B*#@ &A R R  ?  @@?k T  3AC`@@@     &y`j5 ? Lzp@@ 7  @ @ YER$RK Pz * 1T,z2R"R        #    @ 7  Ѡ   5   `@ 7  ` 3   @ 7  р  3   @ 7  р 3 **#  @  c% `5@@  @  @ 7@     -  @    @ 7     `-   @ 7  Ѡ  -   @ 7   ,   @@ 7  @ @,   `@ 7  `  - #@A  @ 7     9yy * 1!Ty2R" R*" R*@ @? kAT@ Q? q T@" Q_ qȄ T@K@C @$ T@Wd @ 롴 T k T! R[  q@ TJ)?  k+S TK@?  kR T*    ! T@ 7  Ѡ @{ *7 # 7@   T@ 7    ~ K@ q T B@Bc@@) 4W@3 xS*!|@ @ ? # R*?3@    i T@"@@!` TBB R 3 cA` ? 3@O@ 7  Ѡ `   R c #7  ? @F @CC A 7@< #@8 4 ~y [@7@ q@ T2 q T: q` T. q T[@ R  qM TG [@ AAGW~ W@~c@    K@ '7kTFG@
' Gx#D @ x   @  @  1@  T   C  @   1@  T   @  # #   c-@@a@  T  R T[ J)?  k*T  yc  1Tx`cC9Rw#R   Қ ' =x'@29xA6xH3xO0xX  T,< T  T
  TVwa   !TB"@x a !XB"@x ] a !B"@x : a !PD"@x             4Rw#R# k' w'@wwwwwcwfwWwwc@  G!  !/' 8Rw#R  @     w '@  #  @7     ' w'@,1 T@  G_ !  #  !#c;  @c!  !. x@5Rw#R        # @*@7 @ ? # R*? 7@  aC Tc7  [@@ q7@`, TB@ 7BB R 7 cA` ? 7@ d@ 7    E  @B@ 7BB R 7 cA` ? 7@`h@ 7   @C   !@@! TBB R 7 cA` ? 7@@g @ 7    A #@B@  7B" R 7 cA` ? 7@`N@ 7   `; # #@b @@g 7 a@"H@A/@ ?7@ -6T#@  @ 7      @ R# Ϻ #@3 @ 7!    @## ? Cs @C o  ww #@2 q` T: q T. q TMO K@J) g *#@# w@v#@ qנ 5 q` ,B) @@_  T@ f@   Tc`           Tax`_ aT@ 렘T @@  T@c f@  M Tc`    ax`? 렖T    aT@  G!  C@!)  @# @w#@8RcCw#R   #      @ 7!     @7    `' v'@' "w'@ cC9Rw#RwcCY9Rw#R wcC9Rw#R 9       ҙ?R$R# a ` 3AC`@@@0    &=v F5 ? wE@@ 7  @   yqRw(R       #  _ T  _ T ! T@ <@ o=u  m T La T]A !Gs[  q X B *@@# @  G!   ! .   @w@x"@@! TBB R / cA` ? /@@J@ 7   @  @ R/  /@ 7 @ 7!   A @#7 ? C @C / #@~ v 7@2 q@ T: q T. q T/@_ K@W@3 ~3@' u#D ^@ @@ A3 ' u'@*@a g !@ 8@!@@@ ? 9:T@ 7  Ѡ  @g@ 8@!@!@`@"# @ ? #@>_BT@ 7     @[  qT @ @[ @@  G!  !`)#   @u#@8RcCw#R` ,Bye@_ T@d@  ̀Tc`          Tax`_ aT` ,B|E@_  T@#yd@  yTc`          yTax`_ aT#@7 Xu7@" >v @u     DR$R# @7 Du7@@7 ?u7@;u@/ 7u/@+` ,B@  G!  !`)#   @Wu#@      AR7$R# # u#@#a ` 3AC`@@@t     &t  5 ? u :@@ 7  @   YJR$RYJRt7 t7@a ` 3AC`@@@t     &t` 5 ? uZ @@ 7  @ @[ YORW%R@u ' B`@H@b @ ?'@ z @@W G A TS@ `@\@  1@  T` @  1@  T @@ 7  @  ' a@ '@ 7! a !  @ 7  р  f @` g  @' "H@A @ ? '@ `@ A Tv@ @t
@  1@  T @  1@  T `@ 7  `  ' @ '@ 7!  ! \ @ 7  р ` ' t'@  @@ 7  @   @ 7  р  #@' B`@H@" @ ?'@ : @@  TS@s `@[@  1@  T` `@  1@  T` @@ 7  @   ' Ca@ '@ 7! a  `@ 7  ` @ A@' g@"H@ @A@ ? '@@@ 7  @   `@ a Tu@5 @{
@  1@  T `@  1@  T` `@ 7  `  ' @ '@ 7! ѡ  `@ 7  `  ' t'@ @ 7  р   @ 7  р   @' s '@`@ 7  `   @a ' !B`@H@@ ?'@ `@  Tt@ @{
@  1@  T `@  1@  T` `@ 7  `  ' @ '@ 7! с  `@ 7  `  @ ' 5t '@ @@|   1@  T@ #@z  #  9' s'@' s'@' s'@W' s'@' s'@a ` 3AC`@@@     &Vs 5 ? t @@ 7  @  . YSR%Ra ` 3AC`@@@4     &:s 5 ? s @@ 7  @  < YWR&R  @ @ a ` 3AC`@@@     &s 5 ? s k@@ 7  @ ^ Y[Rw&Ra !LD"@s     ͝Ta !lB"@s     Ta !*D  ! 5@6A$R      ҹsR(R# {` ,B @_ `@T@ d@  M Tc`    ax`_  ?T    aT@  G!  C@!)  @# @s#@sR(R      #       YuR(RI `T` ,B #@@_ `;T@C d@  M Tc`    ax`_  :T    aT@  G!  C@!)  @' @s'@#@uR(R <o=hr !@ br  <!@ o=Zr c K@WW@ / 7 Gc@2 q  T: q@ T. q TE/@7@[@ R  q-ATG [@AAGW~ W@~c@    K@ 'nkT[@ R  q=TG [@ AAGW~ W@~c@    K@ 'kT[@ R  qM:TG [@ AAGW~ W@~c@    K@ 'kT-r    9.R9R# @3 !r3@ba ` 3AC`@@@     &q 5 ? rz ?@@ 7  @  `R&Rr%q#   c-7 q7@#@     ҹRw*R# _#@     ҹאRW1R# TL T` a #  C!B@cH@# ` ? #@ K'  |@1r# '@@ a@@  G?   Tu@U @w
@  1@  T @  1@  T `@ 7  `  #@' T @'@ 7! ѡ  #@  @ 7       @ 7    ` #  A #@@ 7  р  # `@#@ 7  `   9&R79R     # ' zq'@' uq'@qqK@W@ k, T[@7|  q- TK@k  Q[@ M * Q# G O*7 C[  *  k T*{ u   S      @A AS@| |[@|@fA ! ; |Ӂ ?;@W | @ q` TA@A'T' |c~7!|;'U |@@#7@!G@?#@'A@?A'T'W@#@c~7@!|A?G@C#UA7;A!@?UmA'T @a#@c~7@!|A#A7;!K@ Q?'m@?@ kaT@@@@ Q qATOO# @kPp #@K G )  7 ; ⯁W@AB|  qM T[@ R R `# R @!  @a     kAT c  kTg@# (  K@ @G@;
A#A$ y=7@;@ K@O J)7?   c %!  !%_=@? q#@- T*u HO o@c@&  cZAx=~); A)?~_=~$$ b" ?kaTF#@O@ G RM# J) K@*qw@0p#@xGO K@M J)#  *#@fGO K@M J)# Χ *#@ZAp#@1=p' 9p'@' '@  @_  @,T   G_  +T   G!  C@!)  @# @q#@' p'@p   G%  #  ;c-"    @B 5!  f !+ qA"R' p'@y' o'@o'@' W'@ t  @ T   G_  @T0K@ qD TW@w u  KK G 7 CS O ; 
 AI|y e A!|| ?րWB |  q- TAA'T'A|# 7 |;!|@?##! /@F'UK@G@'A@?AUm F#  |A'T7; K@ @aK@?G@'s QA#m@? 1TJKAW@A||  qM TW@c@ @c  @a     kATc W@@AfXA;H?7@c/@3  ?GK@* R3@K@ q TW@+  KK G 7 CS w u O ; 
 AI~A`~a y |@ ;|@! ?@{:{; q- TAAF7a~;# ?`~ !|@##! /@@ K@@G@ A ?AWA F# A`~ 7; @!K@ K@s Q@?G@ A#SAgc ? 1TJK+AAW@A|}  qM TW@c@ @c  @!     kATa A@;G@ 7@?K@&DA/@3 W@c ?GK@* R3@ K@ q$ TW@w u  KK G 7 CS 3 O ; 
_  AIy rA`~a|@ ;|@! ?@{:{; q- TAAF7a~;# @`~ @!|@?/@##K@! G@vA   ?AF K@# ?`~ AK@7vA; @G@s Q@#   ? 1TJ3@_@a HA@;A&0A?7@/@3 W@c  ?GK@* R3@DR$R Ao )     IR$R# In/@M#@    ҙR*R# ' :n'@   G%  #  ;c-"    @B 5!  F !+ &o!Rn    G!  !`'     @DR$RFn#  ҍIR$R n %     NRW%R# {' n'@' m'@#@     9xR)R# f@o '@' L'@ wn    G!  !`'     @IR$Rn#  I һn  K     RR%R# :# m#@#@     YR5R# *' m'@#@n 7@=n  NRW%RS ҍn H     VR&R# #@    yR)R# # m#@E ?/@7@
˛/@7@~/@7@    R5R# ` ,B @_ T@c d@  - Tc`   ax`_ `T    aT   G  C@!)  @' @Nn'@R#@5R     # Cm'@M' >m'@M' 9m'@&Jn '@#@     YzR)R# g   G    ;c-"    @B 5  & !+ n R m  ;     ZRw&R# ~' i'@ m RR%Rl'@#  #@P#@    |R)R# 'zmz VR&R m       pRw(R# I#@    y|R)R# #@    ҹ R5R# 4Qm`v ZRw&Rg' l'@W@y A K@)A K"|?[@;ScC"# 7 	 ?sA#@,7a AA	  *A'A$W@K@ | %|s@c
%  [@ " )  4	?)"%# I H7@?s; @?sAK<6w@# =l#@#@ym '@#@    |R)R# ' Ul'@#@    R4R# #@    ҙߐR1R#    G  !`)#   @dl#@Pl@f pRw(R/l)' '@ n#@   ҹ~R)R# #@    R5R# #@    RW5R#    G  !`)'   @/l'@Qm '@#@    R)R# 2#@   R)R# _      dR7'R# U` ,Bl @_ T@j d@  - Tc`   ax`_ `T    aT   G  C@!)  @# @l#@YdR7'R#@    ܐR1R# +#@   YR)R# "     ҹeRW'R#  @_  @TT   G_  ST
@ @_  TT   G_  ST` ,B^ E@_ T@Y d@  - Tc`   ax`_ 렻T    aT   G  C@!)  @# @ll#@eRW'R# gk#@#@    فR)R# Yk#@# Tk#@#@' M '@' Gk'@#@    ҙR)R#  Ұ@Ll '@]' 2k'@w@Kk#@a ` # !B  C #@N ~@k#@ @P @   G?  N T@wN @
@  1@  T @  1@  T @ 7  р  I ' '@# ' x`@'@ 7  ` G #@ E @ 7  р E ` ' #@ A '@O @ 7  р  K # `@#@ 7  `  ? yR8RS#@   ҹR)R#  B#@   YR)R#  8 Ҫk       `R&R# )Fk@E `R&R\    !RW9R# k #@     Y"RW9R    9$RW9R# @@* x  x_ kW[@ k Е   ||jK  B 7 K@A;W@H7;@|[@+A?7@c"k `?sAKk@27` AA J) s@?|AK@;@" |?)e )J #@c7@ G@sK@%`?sA_@,7c@? q Tw kM [@u K@* Q *'OW@*  	+	 k T*       @A AI%|| |@FA! # |Ӂ ?#@W | @ q@ TA@A'T'!|c~ 7 |;F!|@'U##A! G@'@?@?UAF'Tc~ W@ |A?G@'A7;# @?AUmFc~ 'T |A @aA7; K@#?' Qm@?@ kT@@@ QB qTOOkP'Q   G  !`)'   @i'@#@Rw*R     #  @_  `BT   G_  AT   G  C@!)  @' @j'@#@אRW1R   G  !`)'   @i'@ @_  @T   G_  T   G  C@!)  @' @hj'@+i# i #@ K G 	  7 ; g@"  7@ @G@#A$
A W@@x=?K@ ;@ [@K@   7 %;c  !%# _=@?#@K G 7    ҙ%R79R# K G 7 K G 7    G  !`'  @>ij   G  !`'  @7i&   G  !`'  @0iH   G  !`'  @)i   G  !`)'   @!i'@   G  !`'  @i @_  8T   G_   8T# h#@# iw@h#@# iKw@h#@    yR8R<' h'@# h#@h'@ @_  bT   G_   bT6    YR8R# ' '@ #    ҙR8R#    G  !`)#   @h#@#@h'@   G  !`'  @h @_   YT   G_  XT   G  !`)#   @h#@@ B #@   R8R# U ?#{[C% Gs\ S *@ck**SA @_      ? ` Tqh *" BG  !$@ @^h*g     6  R! !G_@" @c  < T{LSM[NcOkPsQ#_   'm	@`x=A  N@$TA)3 `n /m+= ?   x= 4B @! R)@@c #ILA ) 	      `%+= ?  RSA  ` ?n (a `  Tg@`  a#@"  @Ax=)LA!   |=! R) 5+@    `$) CO '@ @/@ ? SA@ ` ?
@` h /B@ah h!hP `L T   @@ mF~|7   3 P!bl T#@	LA9 4B   D9 RE)@k  x= )    	 `%+= ?   D)|= CB/@+=	LA@ (  O  y=)    @$'= ?֠@SA  ` ?@`   FJ	a j T!  @ N)!x=@ @ `nTA3 R+= ?'  @ O)@ x=XA3@+= ?)@ W TAS  ?!	h  /7@/Sm	` 	`k )`( 'Rm@ Rb|| q T@! !@a   kATA "   )LA  RBc @x=))# 	      @$+= ? q T RB| @! !@a   kAT4 qT @ @ !@a aT'Rm@ R/Sm@ m+@    @$) " n@ ) jTA@/
m ?@ TA  R)/
m ?7@ 	kK	k*	j'Rm (k
k 3@/Sm  C|| R q T @!  @a    kATD   E @ @) x=  R)@ 	    @$+= ?֢@A|| @9  @a    kATFa  q  T @ @  @a ?  aT!  O  |=!  E)!x= D @@3@	LA  R)   @ `$ ?A @  o)$TA@+= ?3 R@ !  @O)3@ !x=XA+= ?@ )  oTA
m ?7@*  o'Rm/Sm k<+D   E @ @) x=  R)@ 	    @$+= ?֢@'m/mf?#C{	C[% Gs\ S
 *@ck*+A @G 	 {   /  ? ` - T'mn@ 
@` `)@ ,AC  ?/@B   5@! R)H$A      @$k  + )w ? @C  ? +A  R{ ` ?n (a `  Te@`  a@ ~@($A/@ 5'@! R)    `$n)w @[ @+@m#@  ? +A@{ ` ?	@`hb@!h0 b T   @a [3 F`~@/ 0!`L T@) Rg n$A/@  5DO)@o @O)#@ ?     @$C  ?)C) RD ~@w @h$A)#@[      `$m ?֠@+A{  ` ?@`   F)	a ii T	nA @ `)$,A4 RC  ?@ S)@{ 0AC  ?@ ),AC  ?J	h/@'OmJ{ @  R! !GG@" @c  ! T{ISJ[KcLkMsNC#_ n@ ) i,AC  ?@ ,A  R)C  ?@	i/@'Om@@{ 'Om@ R@a '@! Rn)    @$)w E@! R)H$A k       `$+ )w ? DS)@o @S)#@ ?     `$C  ?)C) RD ~@w @h$A)#@[      @$m ?Y@ C ,A@)4 R ?S)@  n@{ 0AC  ?@ ),AC  ?/@*'Om@_{!hd *" BG  !$@ @d*qd     6#Y'm e ?#{
[C% Gs\ S *@c#k**?A @O      ?   Td *" BG  !$@ @d*<d     6  R! !GO@" @c  !< T{JSK[LcMkNsO#_   'm	@  FA Р@)$@A  . /mK  ?Y 4B Р@! R)@@c I8A ) G       `%K  ?փ?A  R  ` ?. (!    TVd@   !#@" R@	8A    F   F 5E    `$)) CS '@ @m ? ?A@ ` ?
@  ( B@a( (!(P  , T`R@r '`~}@ -P!" 3 `~@7 L T#@	8A 4D   @9 R/@ @)@k F) G     `%K  ?)C BEi8A#  @`F)'@S      @$m ?փ?A @ ` ?@ `Rr 'J	! * T    
F@ 4 R@A@ .@@)K  ?@ S)@ DAK  ?@ ) @A  ?!	(  3@/Qm	  	 k ) H 'Pm@ Rb|} q- T @! !@!   kATA     )8A FB  Rc ))  G      @$K  ? q T RB} @! !@!   kAT3 qT @   !@! aT'Pm@ R/Qm@ -E    @$)) # .@ ) *@A@/- ?@ @A  R)/- ? 	+K	+3@*	*'Pm (+
k /Qm@ C|} R qM T  @!  @!    kATD   @ @k  F/@  R)@) G     @$K  ?֢@A|} @9  @!    kAT3@!  q  T @    @! ?  aT#D!  ES  F!   	8A  R!FB)@)     `$m ?@ K @A4 R@@) ?@ !  @S)DA  FK  ?@ ) @A  ?7@*'Pm/Qm{!0D   @ @k  F/@  R)@) G     @$K  ?֢@'m/mb ?#C{	C[% Gs\ S
 *@ck*A @G 	 S) /  ?  . T'm.@ 
@    @  A  ?/@B '  5@! Ro )    @$HA + s O)@g    ?փA  RO)` ?. (!    TXb@   !'@ >@(A/@ 5#@o     `$! R.)O)C[ @+@ s   ?փA@S)` ?	@ (b@!(0 " T`R@r  '`~@/ 0! a ;3 T'@) Ro .A/@ 5@)@s #@O)+@ @     @$  ?O)D) RC)@ >+@HA@[  o     `$s   ?փA@S)` ?@ `Rr ')	! )) T	.A Р@   $A 4 R  ?@ S)@ A  ?@   A  ?J	(/@'Om*{ @  R! !GG@" @c   T{ISJ[KcLkMsNC#_ .@   ) A  ?@  A  R   ?@	)/@'Om@ { 'Om@ R@a #@! R.o     @$)S)<@! Ro HA + s )    `$S)@)@s #@S)+@ @     `$  ?S)D) RC)@ >+@HA@[  o     @$s   ?S@   A@ 4 R ?S)@  .@ A  ?@   A  ?/@*'Om@?{!b%a * BG  !$@ @a*`     6^S'm Ua?#	 )G{Cc *sA {Ak   |S*ks!@  ` 0  q- T  !`$K   C G   */  *3 [CB  RB@[ # ; ? @)H @+@~~@~ |@%*@H "@ @A`?k@k* T" K# R@) @ ~  a~@|@+@!fKAo  ?օ@)@|#_ qm T|| R @!  @a    _kAT@ o@;@ LA  R)@   )@$#@ @ /@ 3@K@ y=7=?=`?օ@)@|$_ qm T|| R @!  @a    _kAT?@ Lm A  RE)@ B @a#@'o@  m`?@)A Lm ~& RBd~#@ |@'XA @a $+@o@ m ?@)' R&@) `~  e~ B |@%a~+@N'@kKA !`?)E $@@) LA% RB)k@f~ D|;@   /@$@3@& A$   y=7=?=`?փ@)@e~%_ qm Tb|| R @!  @a    _kAT?@)'@E A  Rk)k@3= '@|@#@''@ n?=`?D 3=& R @))B D nXAd~?=$ ?k@ k!T@K@*? k
 TK*TK;  R4+ @C '@ K *3 R+  @) hKA ~ ;@ |@!A ? @) +@ ~ K@ hKA|@#C ? @) +@hKA |C@  |@#C ?k@ kT[S !G@" @c  A T{QSRcTkUsV#_[S   G@ @B  ! T{QSRcTkUsV#_[_ { {_N       T       float division  scipy.linalg._decomp_update.reorthx     C       L       R       U       scipy/linalg/_decomp_update.pyx __init__.pxd    type.pxd         while calling a Python object  NULL result without error in PyObject_Call      name '%U' is not defined        scipy.linalg._decomp_update.validate_array      Missing type object     Cannot convert %.200s to %.200s scipy.linalg._decomp_update.validate_qr scipy.linalg._decomp_update.form_qTu    exactly _form_qTu       %.200s() takes %.8s %zd positional argument%.1s (%zd given)     scipy.linalg._decomp_update._form_qTu   at least        at most qr_delete       too many values to unpack (expected %zd)        need more than %zd value%.1s to unpack  'NoneType' object is not iterable       scipy.linalg._decomp_update.qr_delete   scipy.linalg._decomp_update.qr_insert_row       qr_insert       scipy.linalg._decomp_update.qr_insert_col       scipy.linalg._decomp_update.qr_insert   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      %.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      __pyx_capi__    %.200s does not export expected C function %.200s       C function %.200s.%.200s has wrong signature (expected %.500s, got %.500s)      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' object is not subscriptable    cannot fit '%.200s' into an index-sized integer scipy/linalg/_decomp_update.cpython-312-aarch64-linux-gnu.so.p/_decomp_update.c %s (%s:%d)      value too large to convert to int       __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. int     __%.4s__ returned non-%.4s (type %.200s)        an integer is required  join() result is too long for a Python string   calling %R should have returned an instance of BaseException, not %R    raise: exception class must be a subclass of BaseException      Module '_decomp_update' has already been imported. Re-initialisation is not supported.  %d.%d   scipy.linalg._decomp_update     compiletime version %s of module '%.100s' does not match runtime version %s     builtins        cython_runtime  __builtins__    type    numpy   dtype   flatiter        broadcast       ndarray generic number  signedinteger   unsignedinteger inexact floating        complexfloating flexible        character       ufunc   void (int *, __pyx_t_float_complex *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *, int *)   caxpy   void (int *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *, int *)    ccopy   void (char *, char *, int *, int *, int *, __pyx_t_float_complex *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *, __pyx_t_float_complex *, int *)    cgemm   void (char *, int *, int *, __pyx_t_float_complex *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *, __pyx_t_float_complex *, int *)   cgemv   void (int *, int *, __pyx_t_float_complex *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *, int *)    cgeru   void (int *, __pyx_t_float_complex *, __pyx_t_float_complex *, int *)   cscal   cswap   void (char *, char *, char *, char *, int *, int *, __pyx_t_float_complex *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *, int *)    ctrmm   void (int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *)        daxpy   void (int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *)  dcopy   void (char *, char *, int *, int *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *)       dgemm   void (char *, int *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *)      dgemv   void (int *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *)        dger    __pyx_t_5scipy_6linalg_11cython_blas_d (int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *) dnrm2   void (int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, __pyx_t_5scipy_6linalg_11cython_blas_d *)      drot    void (int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *) dscal   dswap   void (char *, char *, char *, char *, int *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *, __pyx_t_5scipy_6linalg_11cython_blas_d *, int *) dtrmm   __pyx_t_5scipy_6linalg_11cython_blas_d (int *, __pyx_t_double_complex *, int *) dznrm2  void (int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *)        saxpy   __pyx_t_5scipy_6linalg_11cython_blas_s (int *, __pyx_t_float_complex *, int *)  scnrm2  void (int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *)  scopy   void (char *, char *, int *, int *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *)       sgemm   void (char *, int *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *)      sgemv   void (int *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *)        sger    __pyx_t_5scipy_6linalg_11cython_blas_s (int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *) snrm2   void (int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, __pyx_t_5scipy_6linalg_11cython_blas_s *)      srot    void (int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *) sscal   sswap   void (char *, char *, char *, char *, int *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *, __pyx_t_5scipy_6linalg_11cython_blas_s *, int *) strmm   void (int *, __pyx_t_double_complex *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *, int *)        zaxpy   void (int *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *, int *)  zcopy   void (char *, char *, int *, int *, int *, __pyx_t_double_complex *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *, __pyx_t_double_complex *, int *)       zgemm   void (char *, int *, int *, __pyx_t_double_complex *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *, __pyx_t_double_complex *, int *)      zgemv   void (int *, int *, __pyx_t_double_complex *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *, int *)        zgeru   void (int *, __pyx_t_double_complex *, __pyx_t_double_complex *, int *) zscal   zswap   void (char *, char *, char *, char *, int *, int *, __pyx_t_double_complex *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *, int *) ztrmm   scipy.linalg.cython_lapack      void (int *, int *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *, __pyx_t_float_complex *, int *, int *)     cgeqrf  void (char *, int *, int *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *)   clarf   void (int *, __pyx_t_float_complex *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *)  clarfg  void (__pyx_t_float_complex *, __pyx_t_float_complex *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, __pyx_t_float_complex *, __pyx_t_float_complex *)   clartg  void (int *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, __pyx_t_float_complex *)       crot    void (char *, char *, int *, int *, int *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *, __pyx_t_float_complex *, int *, __pyx_t_float_complex *, int *, int *)      cunmqr  void (int *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, int *, int *)    dgeqrf  void (char *, int *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_d *)       dlarf   void (int *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_d *) dlarfg  void (__pyx_t_5scipy_6linalg_13cython_lapack_d *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, __pyx_t_5scipy_6linalg_13cython_lapack_d *)       dlartg  void (char *, char *, int *, int *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, int *, int *)  dormqr  void (int *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, int *, int *)    sgeqrf  void (char *, int *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_s *)       slarf   void (int *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_s *) slarfg  void (__pyx_t_5scipy_6linalg_13cython_lapack_s *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, __pyx_t_5scipy_6linalg_13cython_lapack_s *)       slartg  void (char *, char *, int *, int *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_s *, int *, int *)  sormqr  void (int *, int *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *, __pyx_t_double_complex *, int *, int *)  zgeqrf  void (char *, int *, int *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *)       zlarf   void (int *, __pyx_t_double_complex *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *)       zlarfg  void (__pyx_t_double_complex *, __pyx_t_double_complex *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, __pyx_t_double_complex *, __pyx_t_double_complex *)       zlartg  void (int *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *, int *, __pyx_t_5scipy_6linalg_13cython_lapack_d *, __pyx_t_double_complex *)    zrot    void (char *, char *, int *, int *, int *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *, __pyx_t_double_complex *, int *, __pyx_t_double_complex *, int *, int *)  zunmqr  cannot import name %S   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   numpy.import_array      init scipy.linalg._decomp_update        scipy.linalg.cython_blas        %s() got multiple values for keyword argument '%U'      %.200s() keywords must be strings       %s() got an unexpected keyword argument '%U'    qr_update       scipy.linalg._decomp_update.qr_update   scipy.linalg._decomp_update.reorth      _decomp_update  ;f?  ?             4       @         ?                            <        'which' must be either 'row' or 'col'   which   vs      vptr    v.shape[0] must equal R.shape[1]                v must be either 1- or 2-D.     v1      v       uv_flags        us      uptr    'u' should be either (N,) or (p,N) when inserting rows. Found %s.               'u' should be either (M,) or (M,p) when inserting columns. Found %s.            u.shape[0] must equal Q.shape[0]                'u' must have the same type as Q and R          'u' must have the same type as 'Q' and 'R'      u must be either 1- or 2-D.     'u' must be either 1- or 2-D    u and v must have the same type as Q and R      u and v must have the same number of dimensions u1      u       typecode        __test__        ss      sptr    shape           scipy/linalg/_decomp_update.pyx scipy.linalg._decomp_update     s       rs      rptr    row     rnew            'rcond' is unused when inserting rows and must be None          'rcond' is not used when updating full, (M,M) (M,N) decompositions and must be None.    rcond   ravel   range   r1      qs      qr_update (line 2156)   qr_update               qr_insert (line 1691)   qr_insert               qr_delete (line 1446)   qr_delete       qptr    qnew    qisF    q must be either F or C contiguous              q and u must have the same type.                q and u must be a blas compatible type: f d F or D      qTuvoid qTus    qTuptr  qTu     q1      q               'p' is out of range     p_full  p_eco   p1      p       overwrite_qruv  overwrite_qru   overwrite_qr    overwrite       o       numpy.linalg    numpy.core.umath failed to import               numpy.core.multiarray failed to import  numpy   np      norm    ndim    __name__        n       __main__        m       linalg  length          'k' is out of bounds    k1      k       isfinite        intp    insert  info    __import__      full    format  _form_qTu        for Q and R respectively       economic        dot     delete  copy    conjugate       conj    col             cline_in_traceback      chkfinite       check_finite    b       array must not contain infs or NaNs     __all__ all     a               ValueError              Update rank larger than np.dot(Q, R).           Unable to allocate memory for array             Unable to allocate memory for array.            The {0}th argument to ?ormqr/?unmqr was invalid The {0}th argument to ?geqrf was invalid        T               Shape of u is incorrect, should be 1 <= u.ndim <= 2             Second dimension of u and v must be the same    Reorthogonalization Failed, unable to perform row deletion.     
    Rank-k QR update

    If ``A = Q R`` is the QR factorization of ``A``, return the QR
    factorization of ``A + u v**T`` for real ``A`` or ``A + u v**H``
    for complex ``A``.

    Parameters
    ----------
    Q : (M, M) or (M, N) array_like
        Unitary/orthogonal matrix from the qr decomposition of A.
    R : (M, N) or (N, N) array_like
        Upper triangular matrix from the qr decomposition of A.
    u : (M,) or (M, k) array_like
        Left update vector
    v : (N,) or (N, k) array_like
        Right update vector
    overwrite_qruv : bool, optional
        If True, consume Q, R, u, and v, if possible, while performing the
        update, otherwise make copies as necessary. Defaults to False.
    check_finite : bool, optional
        Whether to check that the input matrix contains only finite numbers.
        Disabling may give a performance gain, but may result in problems
        (crashes, non-termination) if the inputs do contain infinities or NaNs.
        Default is True.

    Returns
    -------
    Q1 : ndarray
        Updated unitary/orthogonal factor
    R1 : ndarray
        Updated upper triangular factor

    See Also
    --------
    qr, qr_multiply, qr_delete, qr_insert

    Notes
    -----
    This routine does not guarantee that the diagonal entries of `R1` are
    real or positive.

    .. versionadded:: 0.16.0

    References
    ----------
    .. [1] Golub, G. H. & Van Loan, C. F. Matrix Computations, 3rd Ed.
           (Johns Hopkins University Press, 1996).

    .. [2] Daniel, J. W., Gragg, W. B., Kaufman, L. & Stewart, G. W.
           Reorthogonalization and stable algorithms for updating the
           Gram-Schmidt QR factorization. Math. Comput. 30, 772-795 (1976).

    .. [3] Reichel, L. & Gragg, W. B. Algorithm 686: FORTRAN Subroutines for
           Updating the QR Decomposition. ACM Trans. Math. Softw. 16, 369-377
           (1990).

    Examples
    --------
    >>> import numpy as np
    >>> from scipy import linalg
    >>> a = np.array([[  3.,  -2.,  -2.],
    ...               [  6.,  -9.,  -3.],
    ...               [ -3.,  10.,   1.],
    ...               [  6.,  -7.,   4.],
    ...               [  7.,   8.,  -6.]])
    >>> q, r = linalg.qr(a)

    Given this q, r decomposition, perform a rank 1 update.

    >>> u = np.array([7., -2., 4., 3., 5.])
    >>> v = np.array([1., 3., -5.])
    >>> q_up, r_up = linalg.qr_update(q, r, u, v, False)
    >>> q_up
    array([[ 0.54073807,  0.18645997,  0.81707661, -0.02136616,  0.06902409],  # may vary (signs)
           [ 0.21629523, -0.63257324,  0.06567893,  0.34125904, -0.65749222],
           [ 0.05407381,  0.64757787, -0.12781284, -0.20031219, -0.72198188],
           [ 0.48666426, -0.30466718, -0.27487277, -0.77079214,  0.0256951 ],
           [ 0.64888568,  0.23001   , -0.4859845 ,  0.49883891,  0.20253783]])
    >>> r_up
    array([[ 18.49324201,  24.11691794, -44.98940746],  # may vary (signs)
           [  0.        ,  31.95894662, -27.40998201],
           [  0.        ,   0.        ,  -9.25451794],
           [  0.        ,   0.        ,   0.        ],
           [  0.        ,   0.        ,   0.        ]])

    The update is equivalent, but faster than the following.

    >>> a_up = a + np.outer(u, v)
    >>> q_direct, r_direct = linalg.qr(a_up)

    Check that we have equivalent results:

    >>> np.allclose(np.dot(q_up, r_up), a_up)
    True

    And the updated Q is still unitary:

    >>> np.allclose(np.dot(q_up.T, q_up), np.eye(5))
    True

    Updating economic (reduced, thin) decompositions is also possible:

    >>> qe, re = linalg.qr(a, mode='economic')
    >>> qe_up, re_up = linalg.qr_update(qe, re, u, v, False)
    >>> qe_up
    array([[ 0.54073807,  0.18645997,  0.81707661],  # may vary (signs)
           [ 0.21629523, -0.63257324,  0.06567893],
           [ 0.05407381,  0.64757787, -0.12781284],
           [ 0.48666426, -0.30466718, -0.27487277],
           [ 0.64888568,  0.23001   , -0.4859845 ]])
    >>> re_up
    array([[ 18.49324201,  24.11691794, -44.98940746],  # may vary (signs)
           [  0.        ,  31.95894662, -27.40998201],
           [  0.        ,   0.        ,  -9.25451794]])
    >>> np.allclose(np.dot(qe_up, re_up), a_up)
    True
    >>> np.allclose(np.dot(qe_up.T, qe_up), np.eye(3))
    True

    Similarly to the above, perform a rank 2 update.

    >>> u2 = np.array([[ 7., -1,],
    ...                [-2.,  4.],
    ...                [ 4.,  2.],
    ...                [ 3., -6.],
    ...                [ 5.,  3.]])
    >>> v2 = np.array([[ 1., 2.],
    ...                [ 3., 4.],
    ...                [-5., 2]])
    >>> q_up2, r_up2 = linalg.qr_update(q, r, u2, v2, False)
    >>> q_up2
    array([[-0.33626508, -0.03477253,  0.61956287, -0.64352987, -0.29618884],  # may vary (signs)
           [-0.50439762,  0.58319694, -0.43010077, -0.33395279,  0.33008064],
           [-0.21016568, -0.63123106,  0.0582249 , -0.13675572,  0.73163206],
           [ 0.12609941,  0.49694436,  0.64590024,  0.31191919,  0.47187344],
           [-0.75659643, -0.11517748,  0.10284903,  0.5986227 , -0.21299983]])
    >>> r_up2
    array([[-23.79075451, -41.1084062 ,  24.71548348],  # may vary (signs)
           [  0.        , -33.83931057,  11.02226551],
           [  0.        ,   0.        ,  48.91476811],
           [  0.        ,   0.        ,   0.        ],
           [  0.        ,   0.        ,   0.        ]])

    This update is also a valid qr decomposition of ``A + U V**T``.

    >>> a_up2 = a + np.dot(u2, v2.T)
    >>> np.allclose(a_up2, np.dot(q_up2, r_up2))
    True
    >>> np.allclose(np.dot(q_up2.T, q_up2), np.eye(5))
    True

         R               Q and R must have the same dtype                Q and R must be 2-D             Q and R do not have compatible shapes. Expected (M,M) (M,N) or (M,N) (N,N) but found            
    QR update on row or column insertions

    If ``A = Q R`` is the QR factorization of ``A``, return the QR
    factorization of ``A`` where rows or columns have been inserted starting
    at row or column ``k``.

    Parameters
    ----------
    Q : (M, M) array_like
        Unitary/orthogonal matrix from the QR decomposition of A.
    R : (M, N) array_like
        Upper triangular matrix from the QR decomposition of A.
    u : (N,), (p, N), (M,), or (M, p) array_like
        Rows or columns to insert
    k : int
        Index before which `u` is to be inserted.
    which: {'row', 'col'}, optional
        Determines if rows or columns will be inserted, defaults to 'row'
    rcond : float
        Lower bound on the reciprocal condition number of ``Q`` augmented with
        ``u/||u||`` Only used when updating economic mode (thin, (M,N) (N,N))
        decompositions.  If None, machine precision is used.  Defaults to
        None.
    overwrite_qru : bool, optional
        If True, consume Q, R, and u, if possible, while performing the update,
        otherwise make copies as necessary. Defaults to False.
    check_finite : bool, optional
        Whether to check that the input matrices contain only finite numbers.
        Disabling may give a performance gain, but may result in problems
        (crashes, non-termination) if the inputs do contain infinities or NaNs.
        Default is True.

    Returns
    -------
    Q1 : ndarray
        Updated unitary/orthogonal factor
    R1 : ndarray
        Updated upper triangular factor

    Raises
    ------
    LinAlgError :
        If updating a (M,N) (N,N) factorization and the reciprocal condition
        number of Q augmented with u/||u|| is smaller than rcond.

    See Also
    --------
    qr, qr_multiply, qr_delete, qr_update

    Notes
    -----
    This routine does not guarantee that the diagonal entries of ``R1`` are
    positive.

    .. versionadded:: 0.16.0

    References
    ----------

    .. [1] Golub, G. H. & Van Loan, C. F. Matrix Computations, 3rd Ed.
           (Johns Hopkins University Press, 1996).

    .. [2] Daniel, J. W., Gragg, W. B., Kaufman, L. & Stewart, G. W.
           Reorthogonalization and stable algorithms for updating the
           Gram-Schmidt QR factorization. Math. Comput. 30, 772-795 (1976).

    .. [3] Reichel, L. & Gragg, W. B. Algorithm 686: FORTRAN Subroutines for
           Updating the QR Decomposition. ACM Trans. Math. Softw. 16, 369-377
           (1990).

    Examples
    --------
    >>> import numpy as np
    >>> from scipy import linalg
    >>> a = np.array([[  3.,  -2.,  -2.],
    ...               [  6.,  -7.,   4.],
    ...               [  7.,   8.,  -6.]])
    >>> q, r = linalg.qr(a)

    Given this QR decomposition, update q and r when 2 rows are inserted.

    >>> u = np.array([[  6.,  -9.,  -3.],
    ...               [ -3.,  10.,   1.]])
    >>> q1, r1 = linalg.qr_insert(q, r, u, 2, 'row')
    >>> q1
    array([[-0.25445668,  0.02246245,  0.18146236, -0.72798806,  0.60979671],  # may vary (signs)
           [-0.50891336,  0.23226178, -0.82836478, -0.02837033, -0.00828114],
           [-0.50891336,  0.35715302,  0.38937158,  0.58110733,  0.35235345],
           [ 0.25445668, -0.52202743, -0.32165498,  0.36263239,  0.65404509],
           [-0.59373225, -0.73856549,  0.16065817, -0.0063658 , -0.27595554]])
    >>> r1
    array([[-11.78982612,   6.44623587,   3.81685018],  # may vary (signs)
           [  0.        , -16.01393278,   3.72202865],
           [  0.        ,   0.        ,  -6.13010256],
           [  0.        ,   0.        ,   0.        ],
           [  0.        ,   0.        ,   0.        ]])

    The update is equivalent, but faster than the following.

    >>> a1 = np.insert(a, 2, u, 0)
    >>> a1
    array([[  3.,  -2.,  -2.],
           [  6.,  -7.,   4.],
           [  6.,  -9.,  -3.],
           [ -3.,  10.,   1.],
           [  7.,   8.,  -6.]])
    >>> q_direct, r_direct = linalg.qr(a1)

    Check that we have equivalent results:

    >>> np.dot(q1, r1)
    array([[  3.,  -2.,  -2.],
           [  6.,  -7.,   4.],
           [  6.,  -9.,  -3.],
           [ -3.,  10.,   1.],
           [  7.,   8.,  -6.]])

    >>> np.allclose(np.dot(q1, r1), a1)
    True

    And the updated Q is still unitary:

    >>> np.allclose(np.dot(q1.T, q1), np.eye(5))
    True

                    
    QR downdate on row or column deletions

    If ``A = Q R`` is the QR factorization of ``A``, return the QR
    factorization of ``A`` where ``p`` rows or columns have been removed
    starting at row or column ``k``.

    Parameters
    ----------
    Q : (M, M) or (M, N) array_like
        Unitary/orthogonal matrix from QR decomposition.
    R : (M, N) or (N, N) array_like
        Upper triangular matrix from QR decomposition.
    k : int
        Index of the first row or column to delete.
    p : int, optional
        Number of rows or columns to delete, defaults to 1.
    which: {'row', 'col'}, optional
        Determines if rows or columns will be deleted, defaults to 'row'
    overwrite_qr : bool, optional
        If True, consume Q and R, overwriting their contents with their
        downdated versions, and returning approriately sized views.
        Defaults to False.
    check_finite : bool, optional
        Whether to check that the input matrix contains only finite numbers.
        Disabling may give a performance gain, but may result in problems
        (crashes, non-termination) if the inputs do contain infinities or NaNs.
        Default is True.

    Returns
    -------
    Q1 : ndarray
        Updated unitary/orthogonal factor
    R1 : ndarray
        Updated upper triangular factor

    See Also
    --------
    qr, qr_multiply, qr_insert, qr_update

    Notes
    -----
    This routine does not guarantee that the diagonal entries of ``R1`` are
    positive.

    .. versionadded:: 0.16.0

    References
    ----------
    .. [1] Golub, G. H. & Van Loan, C. F. Matrix Computations, 3rd Ed.
           (Johns Hopkins University Press, 1996).

    .. [2] Daniel, J. W., Gragg, W. B., Kaufman, L. & Stewart, G. W.
           Reorthogonalization and stable algorithms for updating the
           Gram-Schmidt QR factorization. Math. Comput. 30, 772-795 (1976).

    .. [3] Reichel, L. & Gragg, W. B. Algorithm 686: FORTRAN Subroutines for
           Updating the QR Decomposition. ACM Trans. Math. Softw. 16, 369-377
           (1990).

    Examples
    --------
    >>> import numpy as np
    >>> from scipy import linalg
    >>> a = np.array([[  3.,  -2.,  -2.],
    ...               [  6.,  -9.,  -3.],
    ...               [ -3.,  10.,   1.],
    ...               [  6.,  -7.,   4.],
    ...               [  7.,   8.,  -6.]])
    >>> q, r = linalg.qr(a)

    Given this QR decomposition, update q and r when 2 rows are removed.

    >>> q1, r1 = linalg.qr_delete(q, r, 2, 2, 'row', False)
    >>> q1
    array([[ 0.30942637,  0.15347579,  0.93845645],  # may vary (signs)
           [ 0.61885275,  0.71680171, -0.32127338],
           [ 0.72199487, -0.68017681, -0.12681844]])
    >>> r1
    array([[  9.69535971,  -0.4125685 ,  -6.80738023],  # may vary (signs)
           [  0.        , -12.19958144,   1.62370412],
           [  0.        ,   0.        ,  -0.15218213]])

    The update is equivalent, but faster than the following.

    >>> a1 = np.delete(a, slice(2,4), 0)
    >>> a1
    array([[ 3., -2., -2.],
           [ 6., -9., -3.],
           [ 7.,  8., -6.]])
    >>> q_direct, r_direct = linalg.qr(a1)

    Check that we have equivalent results:

    >>> np.dot(q1, r1)
    array([[ 3., -2., -2.],
           [ 6., -9., -3.],
           [ 7.,  8., -6.]])
    >>> np.allclose(np.dot(q1, r1), a1)
    True

    And the updated Q is still unitary:

    >>> np.allclose(np.dot(q1.T, q1), np.eye(3))
    True

          Q       Only arrays with dtypes float32, float64, complex64, and complex128 are supported.              One of the columns of u lies in the span of Q. Found reciprocal condition number of %s for Q augmented with u/||u||.    MemoryError     LinAlgError             Inputs must be arrays           Input array too large for use with BLAS ImportError     F       Expected (M,M) (M,N) or (M,N) (N,N) but found   
Routines for updating QR decompositions

.. versionadded:: 0.16.0

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 A-AA                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                               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                                              	                           p:                          `!      	              o          o           o          o    G                                                                                                                                                                                                                                                                                                                                                           0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D      0D              @             xT     T                     T     T     T     T     T     T     T             T     T     U     T     T     U     U     T                             qr_update(Q, R, u, v, overwrite_qruv=False, check_finite=True)

    Rank-k QR update

    If ``A = Q R`` is the QR factorization of ``A``, return the QR
    factorization of ``A + u v**T`` for real ``A`` or ``A + u v**H``
    for complex ``A``.

    Parameters
    ----------
    Q : (M, M) or (M, N) array_like
        Unitary/orthogonal matrix from the qr decomposition of A.
    R : (M, N) or (N, N) array_like
        Upper triangular matrix from the qr decomposition of A.
    u : (M,) or (M, k) array_like
        Left update vector
    v : (N,) or (N, k) array_like
        Right update vector
    overwrite_qruv : bool, optional
        If True, consume Q, R, u, and v, if possible, while performing the
        update, otherwise make copies as necessary. Defaults to False.
    check_finite : bool, optional
        Whether to check that the input matrix contains only finite numbers.
        Disabling may give a performance gain, but may result in problems
        (crashes, non-termination) if the inputs do contain infinities or NaNs.
        Default is True.

    Returns
    -------
    Q1 : ndarray
        Updated unitary/orthogonal factor
    R1 : ndarray
        Updated upper triangular factor

    See Also
    --------
    qr, qr_multiply, qr_delete, qr_insert

    Notes
    -----
    This routine does not guarantee that the diagonal entries of `R1` are
    real or positive.

    .. versionadded:: 0.16.0

    References
    ----------
    .. [1] Golub, G. H. & Van Loan, C. F. Matrix Computations, 3rd Ed.
           (Johns Hopkins University Press, 1996).

    .. [2] Daniel, J. W., Gragg, W. B., Kaufman, L. & Stewart, G. W.
           Reorthogonalization and stable algorithms for updating the
           Gram-Schmidt QR factorization. Math. Comput. 30, 772-795 (1976).

    .. [3] Reichel, L. & Gragg, W. B. Algorithm 686: FORTRAN Subroutines for
           Updating the QR Decomposition. ACM Trans. Math. Softw. 16, 369-377
           (1990).

    Examples
    --------
    >>> import numpy as np
    >>> from scipy import linalg
    >>> a = np.array([[  3.,  -2.,  -2.],
    ...               [  6.,  -9.,  -3.],
    ...               [ -3.,  10.,   1.],
    ...               [  6.,  -7.,   4.],
    ...               [  7.,   8.,  -6.]])
    >>> q, r = linalg.qr(a)

    Given this q, r decomposition, perform a rank 1 update.

    >>> u = np.array([7., -2., 4., 3., 5.])
    >>> v = np.array([1., 3., -5.])
    >>> q_up, r_up = linalg.qr_update(q, r, u, v, False)
    >>> q_up
    array([[ 0.54073807,  0.18645997,  0.81707661, -0.02136616,  0.06902409],  # may vary (signs)
           [ 0.21629523, -0.63257324,  0.06567893,  0.34125904, -0.65749222],
           [ 0.05407381,  0.64757787, -0.12781284, -0.20031219, -0.72198188],
           [ 0.48666426, -0.30466718, -0.27487277, -0.77079214,  0.0256951 ],
           [ 0.64888568,  0.23001   , -0.4859845 ,  0.49883891,  0.20253783]])
    >>> r_up
    array([[ 18.49324201,  24.11691794, -44.98940746],  # may vary (signs)
           [  0.        ,  31.95894662, -27.40998201],
           [  0.        ,   0.        ,  -9.25451794],
           [  0.        ,   0.        ,   0.        ],
           [  0.        ,   0.        ,   0.        ]])

    The update is equivalent, but faster than the following.

    >>> a_up = a + np.outer(u, v)
    >>> q_direct, r_direct = linalg.qr(a_up)

    Check that we have equivalent results:

    >>> np.allclose(np.dot(q_up, r_up), a_up)
    True

    And the updated Q is still unitary:

    >>> np.allclose(np.dot(q_up.T, q_up), np.eye(5))
    True

    Updating economic (reduced, thin) decompositions is also possible:

    >>> qe, re = linalg.qr(a, mode='economic')
    >>> qe_up, re_up = linalg.qr_update(qe, re, u, v, False)
    >>> qe_up
    array([[ 0.54073807,  0.18645997,  0.81707661],  # may vary (signs)
           [ 0.21629523, -0.63257324,  0.06567893],
           [ 0.05407381,  0.64757787, -0.12781284],
           [ 0.48666426, -0.30466718, -0.27487277],
           [ 0.64888568,  0.23001   , -0.4859845 ]])
    >>> re_up
    array([[ 18.49324201,  24.11691794, -44.98940746],  # may vary (signs)
           [  0.        ,  31.95894662, -27.40998201],
           [  0.        ,   0.        ,  -9.25451794]])
    >>> np.allclose(np.dot(qe_up, re_up), a_up)
    True
    >>> np.allclose(np.dot(qe_up.T, qe_up), np.eye(3))
    True

    Similarly to the above, perform a rank 2 update.

    >>> u2 = np.array([[ 7., -1,],
    ...                [-2.,  4.],
    ...                [ 4.,  2.],
    ...                [ 3., -6.],
    ...                [ 5.,  3.]])
    >>> v2 = np.array([[ 1., 2.],
    ...                [ 3., 4.],
    ...                [-5., 2]])
    >>> q_up2, r_up2 = linalg.qr_update(q, r, u2, v2, False)
    >>> q_up2
    array([[-0.33626508, -0.03477253,  0.61956287, -0.64352987, -0.29618884],  # may vary (signs)
           [-0.50439762,  0.58319694, -0.43010077, -0.33395279,  0.33008064],
           [-0.21016568, -0.63123106,  0.0582249 , -0.13675572,  0.73163206],
           [ 0.12609941,  0.49694436,  0.64590024,  0.31191919,  0.47187344],
           [-0.75659643, -0.11517748,  0.10284903,  0.5986227 , -0.21299983]])
    >>> r_up2
    array([[-23.79075451, -41.1084062 ,  24.71548348],  # may vary (signs)
           [  0.        , -33.83931057,  11.02226551],
           [  0.        ,   0.        ,  48.91476811],
           [  0.        ,   0.        ,   0.        ],
           [  0.        ,   0.        ,   0.        ]])

    This update is also a valid qr decomposition of ``A + U V**T``.

    >>> a_up2 = a + np.dot(u2, v2.T)
    >>> np.allclose(a_up2, np.dot(q_up2, r_up2))
    True
    >>> np.allclose(np.dot(q_up2.T, q_up2), np.eye(5))
    True

          qr_insert(Q, R, u, k, which=u'row', rcond=None, overwrite_qru=False, check_finite=True)

    QR update on row or column insertions

    If ``A = Q R`` is the QR factorization of ``A``, return the QR
    factorization of ``A`` where rows or columns have been inserted starting
    at row or column ``k``.

    Parameters
    ----------
    Q : (M, M) array_like
        Unitary/orthogonal matrix from the QR decomposition of A.
    R : (M, N) array_like
        Upper triangular matrix from the QR decomposition of A.
    u : (N,), (p, N), (M,), or (M, p) array_like
        Rows or columns to insert
    k : int
        Index before which `u` is to be inserted.
    which: {'row', 'col'}, optional
        Determines if rows or columns will be inserted, defaults to 'row'
    rcond : float
        Lower bound on the reciprocal condition number of ``Q`` augmented with
        ``u/||u||`` Only used when updating economic mode (thin, (M,N) (N,N))
        decompositions.  If None, machine precision is used.  Defaults to
        None.
    overwrite_qru : bool, optional
        If True, consume Q, R, and u, if possible, while performing the update,
        otherwise make copies as necessary. Defaults to False.
    check_finite : bool, optional
        Whether to check that the input matrices contain only finite numbers.
        Disabling may give a performance gain, but may result in problems
        (crashes, non-termination) if the inputs do contain infinities or NaNs.
        Default is True.

    Returns
    -------
    Q1 : ndarray
        Updated unitary/orthogonal factor
    R1 : ndarray
        Updated upper triangular factor

    Raises
    ------
    LinAlgError :
        If updating a (M,N) (N,N) factorization and the reciprocal condition
        number of Q augmented with u/||u|| is smaller than rcond.

    See Also
    --------
    qr, qr_multiply, qr_delete, qr_update

    Notes
    -----
    This routine does not guarantee that the diagonal entries of ``R1`` are
    positive.

    .. versionadded:: 0.16.0

    References
    ----------

    .. [1] Golub, G. H. & Van Loan, C. F. Matrix Computations, 3rd Ed.
           (Johns Hopkins University Press, 1996).

    .. [2] Daniel, J. W., Gragg, W. B., Kaufman, L. & Stewart, G. W.
           Reorthogonalization and stable algorithms for updating the
           Gram-Schmidt QR factorization. Math. Comput. 30, 772-795 (1976).

    .. [3] Reichel, L. & Gragg, W. B. Algorithm 686: FORTRAN Subroutines for
           Updating the QR Decomposition. ACM Trans. Math. Softw. 16, 369-377
           (1990).

    Examples
    --------
    >>> import numpy as np
    >>> from scipy import linalg
    >>> a = np.array([[  3.,  -2.,  -2.],
    ...               [  6.,  -7.,   4.],
    ...               [  7.,   8.,  -6.]])
    >>> q, r = linalg.qr(a)

    Given this QR decomposition, update q and r when 2 rows are inserted.

    >>> u = np.array([[  6.,  -9.,  -3.],
    ...               [ -3.,  10.,   1.]])
    >>> q1, r1 = linalg.qr_insert(q, r, u, 2, 'row')
    >>> q1
    array([[-0.25445668,  0.02246245,  0.18146236, -0.72798806,  0.60979671],  # may vary (signs)
           [-0.50891336,  0.23226178, -0.82836478, -0.02837033, -0.00828114],
           [-0.50891336,  0.35715302,  0.38937158,  0.58110733,  0.35235345],
           [ 0.25445668, -0.52202743, -0.32165498,  0.36263239,  0.65404509],
           [-0.59373225, -0.73856549,  0.16065817, -0.0063658 , -0.27595554]])
    >>> r1
    array([[-11.78982612,   6.44623587,   3.81685018],  # may vary (signs)
           [  0.        , -16.01393278,   3.72202865],
           [  0.        ,   0.        ,  -6.13010256],
           [  0.        ,   0.        ,   0.        ],
           [  0.        ,   0.        ,   0.        ]])

    The update is equivalent, but faster than the following.

    >>> a1 = np.insert(a, 2, u, 0)
    >>> a1
    array([[  3.,  -2.,  -2.],
           [  6.,  -7.,   4.],
           [  6.,  -9.,  -3.],
           [ -3.,  10.,   1.],
           [  7.,   8.,  -6.]])
    >>> q_direct, r_direct = linalg.qr(a1)

    Check that we have equivalent results:

    >>> np.dot(q1, r1)
    array([[  3.,  -2.,  -2.],
           [  6.,  -7.,   4.],
           [  6.,  -9.,  -3.],
           [ -3.,  10.,   1.],
           [  7.,   8.,  -6.]])

    >>> np.allclose(np.dot(q1, r1), a1)
    True

    And the updated Q is still unitary:

    >>> np.allclose(np.dot(q1.T, q1), np.eye(5))
    True

            qr_delete(Q, R, k, int p=1, which=u'row', overwrite_qr=False, check_finite=True)

    QR downdate on row or column deletions

    If ``A = Q R`` is the QR factorization of ``A``, return the QR
    factorization of ``A`` where ``p`` rows or columns have been removed
    starting at row or column ``k``.

    Parameters
    ----------
    Q : (M, M) or (M, N) array_like
        Unitary/orthogonal matrix from QR decomposition.
    R : (M, N) or (N, N) array_like
        Upper triangular matrix from QR decomposition.
    k : int
        Index of the first row or column to delete.
    p : int, optional
        Number of rows or columns to delete, defaults to 1.
    which: {'row', 'col'}, optional
        Determines if rows or columns will be deleted, defaults to 'row'
    overwrite_qr : bool, optional
        If True, consume Q and R, overwriting their contents with their
        downdated versions, and returning approriately sized views.
        Defaults to False.
    check_finite : bool, optional
        Whether to check that the input matrix contains only finite numbers.
        Disabling may give a performance gain, but may result in problems
        (crashes, non-termination) if the inputs do contain infinities or NaNs.
        Default is True.

    Returns
    -------
    Q1 : ndarray
        Updated unitary/orthogonal factor
    R1 : ndarray
        Updated upper triangular factor

    See Also
    --------
    qr, qr_multiply, qr_insert, qr_update

    Notes
    -----
    This routine does not guarantee that the diagonal entries of ``R1`` are
    positive.

    .. versionadded:: 0.16.0

    References
    ----------
    .. [1] Golub, G. H. & Van Loan, C. F. Matrix Computations, 3rd Ed.
           (Johns Hopkins University Press, 1996).

    .. [2] Daniel, J. W., Gragg, W. B., Kaufman, L. & Stewart, G. W.
           Reorthogonalization and stable algorithms for updating the
           Gram-Schmidt QR factorization. Math. Comput. 30, 772-795 (1976).

    .. [3] Reichel, L. & Gragg, W. B. Algorithm 686: FORTRAN Subroutines for
           Updating the QR Decomposition. ACM Trans. Math. Softw. 16, 369-377
           (1990).

    Examples
    --------
    >>> import numpy as np
    >>> from scipy import linalg
    >>> a = np.array([[  3.,  -2.,  -2.],
    ...               [  6.,  -9.,  -3.],
    ...               [ -3.,  10.,   1.],
    ...               [  6.,  -7.,   4.],
    ...               [  7.,   8.,  -6.]])
    >>> q, r = linalg.qr(a)

    Given this QR decomposition, update q and r when 2 rows are removed.

    >>> q1, r1 = linalg.qr_delete(q, r, 2, 2, 'row', False)
    >>> q1
    array([[ 0.30942637,  0.15347579,  0.93845645],  # may vary (signs)
           [ 0.61885275,  0.71680171, -0.32127338],
           [ 0.72199487, -0.68017681, -0.12681844]])
    >>> r1
    array([[  9.69535971,  -0.4125685 ,  -6.80738023],  # may vary (signs)
           [  0.        , -12.19958144,   1.62370412],
           [  0.        ,   0.        ,  -0.15218213]])

    The update is equivalent, but faster than the following.

    >>> a1 = np.delete(a, slice(2,4), 0)
    >>> a1
    array([[ 3., -2., -2.],
           [ 6., -9., -3.],
           [ 7.,  8., -6.]])
    >>> q_direct, r_direct = linalg.qr(a1)

    Check that we have equivalent results:

    >>> np.dot(q1, r1)
    array([[ 3., -2., -2.],
           [ 6., -9., -3.],
           [ 7.,  8., -6.]])
    >>> np.allclose(np.dot(q1, r1), a1)
    True

    And the updated Q is still unitary:

    >>> np.allclose(np.dot(q1.T, q1), np.eye(3))
    True

                  this function only exists to expose the cdef version below for testing
        purposes. Here we perform minimal input validation to ensure that the
        inputs meet the requirements below.
                                                          `?             Y     ;                                   c            9     x     n            +     `                      H     P[                         T     T     U     X     X     T                    xK             lT                      PT     0?     /                      U     (?                          `V     ?                          V     >     (                      pV     >                           U     >                          XV     >                          U     0>     u                      V     =     S                      T     =                          hY     00                          xY                               0T          V                      V                                V     `     !                      T     P                          Y           ,                     V          <                      xW          -                      V     p     4                      Y     `                           V     0     )                      V           0                      V          %                      V          $                      W     p     &                      PV     X                          @T     P                           xT     H                           T     @                          HY     8                          V          $                      T                               T                               X          
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