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                                                                                                         #                     ;                                          U                                                                                                                               e                                          d                                                                                     c                                          =                                                                                                                                I                                          6                                                               :                                           m                                          T                                          ,                       $                     n                                                               V                                          n                     F   "                                        |                                          S                                          g                                              V              __gmon_start__ _ITM_deregisterTMCloneTable _ITM_registerTMCloneTable __cxa_finalize _Py_NoneStruct PyDict_New PyExc_TypeError PyErr_Format PyUnicode_FromString PyMethod_New PyUnicode_InternFromString PyExc_SystemError PyErr_SetString PyDict_Size PyUnicode_FromFormat PyLong_AsLong PyExc_OverflowError PyErr_Occurred PyLong_Type _Py_Dealloc PyExc_DeprecationWarning PyErr_WarnFormat PyObject_GC_UnTrack PyObject_ClearWeakRefs PyObject_GC_Del PyTuple_New PyDict_SetDefault PyBytes_FromStringAndSize PyBytes_AsString PyCode_NewWithPosOnlyArgs PyObject_GetAttrString PyDict_SetItemString PyExc_AttributeError PyErr_ExceptionMatches PyErr_Clear PyThreadState_Get PyInterpreterState_GetID PyExc_ImportError PyModule_NewObject PyModule_GetDict PyTuple_GetSlice PyTuple_GetItem PyMem_Malloc PyDict_Next PyMem_Free PyErr_NoMemory PyExc_RuntimeWarning PyErr_WarnEx PyImport_ImportModule PyObject_GetAttr PyMemoryView_FromMemory PyObject_CallFunctionObjArgs PyUnicode_DecodeUTF8 PyUnicode_InternInPlace PyObject_Hash _PyObject_GC_New PyObject_GC_Track PyExc_ValueError PyDict_GetItemString PyModule_GetName PyCapsule_IsValid PyCapsule_GetName PyCapsule_GetPointer vsnprintf _Py_FatalErrorFunc strrchr PyImport_AddModule PyDict_GetItemWithError PyType_FromModuleAndSpec PyObject_GetItem PyExc_RuntimeError PyUnicode_New memset PyUnicode_FromOrdinal PyUnicode_Type memcmp PyObject_RichCompare _Py_TrueStruct _Py_FalseStruct PyObject_IsTrue _PyUnicode_Ready PyCFunction_Type PyObject_VectorcallDict Py_EnterRecursiveCall Py_LeaveRecursiveCall PyBaseObject_Type PyObject_Call _PyThreadState_UncheckedGet PyFrame_New PyTraceBack_Here PyCode_NewEmpty memmove PyMem_Realloc PyList_New PyImport_ImportModuleLevelObject PyObject_GenericGetAttr _PyObject_GenericGetAttrWithDict PyExc_NameError PyErr_GivenExceptionMatches _PyDict_GetItem_KnownHash PyObject_SetAttrString Py_Version PyOS_snprintf PyUnicode_FromStringAndSize PyType_Type PyTuple_Pack PyObject_SetAttr PyImport_GetModuleDict PyDict_Type PyDict_SetItem strlen PyLong_FromLong PyMethod_Type PyObject_Vectorcall PyEval_SaveThread time PyGILState_Ensure PyGILState_Release PyEval_RestoreThread PyUnicode_Format PyExc_UnboundLocalError PyFloat_Type PyFloat_AsDouble PyInit__sag_fast PyModuleDef_Init PyObject_GenericGetDict PyObject_GenericSetDict libc.so.6 GLIBC_2.2.5                                                                                                                                               ui	         P            V      X            V      `            `                 ̬                  Ŭ                 ˬ                  Ь     h                 p                  x                                                                                                                                                            h                  `                                    (                 X                 H                                                                                                        P                 0                       (            H     0                 8                 @                 X            `     h            @`      x             [                  `a                  p`                  ]                                    @                                  X                                    r      @                 h                             «                 ׫                       8            @     H            `     `                 h            X                                                                      @     H            8      X            G                  {                                    `                                  pe                                                   X                  ]                                   X                  ]                                   Y                   g      8                 @            Y      H            g      `                 h             W      p            g                                   %                 .                 W                   ;                 W      (            G     0             W      P            T     X             W      x            `                 0W                  j                 0W                  s                  ]                  `f                                    ]                   `f                                    0      (            e      @                 H            PW      P            0e      h                 p                                                                                    
                    #           (        *           0        ,           8        -           @        =           H        >           P        @           X        B           `        C           h        O           p        Q           x        W                   Z                   \                   _                   c                   e                   g                   j                   m                   p                   s                   x                   ~                                                         ^                   ^                                                                                                            (        	           0                   8                   @                   H                   P                   X                   `                   h                   p                   x                                                                                                                                                                                                                                             !                   "                   $                   %                   &                    '                   (                   )                   +                    .           (        /           0        0           8        1           @        2           H        3           P        4           X        5           `        6           h        7           p        8           x        9                   :                   ;                   <                   ?                   A                   D                   E                   F                   G                   H                   I                   J                   K                   L                   M                   N                    P                   R                   S                   T                    U           (        V           0        X           8        Y           @        [           H        ]           P        `           X        a           `        b           h        d           p        f           x        h                   i                   k                   l                   n                   o                   q                   r                   t                   u                   v                   w                   x                   y                   z                   {                   |                    }                                                                                                                                                                                              HH9 HtH     5ʿ %̿ @ %ʿ h    %¿ h   % h   % h   % h   % h   % h   % h   p% h   `% h	   P%z h
   @%r h   0%j h    %b h   %Z h    %R h   %J h   %B h   %: h   %2 h   %* h   %" h   % h   % h   p%
 h   `% h   P% h   @% h   0% h    % h   %ھ h    %Ҿ h   %ʾ h    %¾ h!   % h"   % h#   % h$   % h%   % h&   % h'   p% h(   `% h)   P%z h*   @%r h+   0%j h,    %b h-   %Z h.    %R h/   %J h0   %B h1   %: h2   %2 h3   %* h4   %" h5   % h6   % h7   p%
 h8   `% h9   P% h:   @% h;   0% h<    % h=   %ڽ h>    %ҽ h?   %ʽ h@   %½ hA   % hB   % hC   % hD   % hE   % hF   % hG   p% hH   `% hI   P%z hJ   @%r hK   0%j hL    %b hM   %Z hN    %R hO   %J hP   %B hQ   %: hR   %2 hS   %* hT   %" hU   % hV   % hW   p%
 hX   `% hY   P% hZ   @% h[   0% h\    % h]   %ڼ h^    %Ҽ h_   %ʼ h`   %¼ ha                                                   QHG   uH HH5ai H81(1Ht$H;W tHy HH5oi H81mZAWIAVAAUAMATDA?AU?LLSH(H4$HT$D$HHH'  H4$1L9}HHHTHHHHBH$Hu1   MuL-V E1FIE1HhHHHHl$IHtHsHH   HL$1HH- EMEAML$DLDH UDAUADASAWA  AWt$@PPt$@PPAPE1H`HMtIuLIHtH
H7H(H[]A\A]A^A_AVEAUIATIHUSHt3H; Hu1AtHLLHu'HH H8 tw1[]A\A]A^ATUHSHxHtJH( Hu	H ;H9t6H H5Vh H8H5r HIHu1   H HtH   H2I$HuLHtHIHuHuHA   Hmo HHHko xA   H\o LHHXo xA   HIo LHHHo exE1H<o LHH8o EdH[]A\AWH5} i   AVAUATUSH  H|$H=,o xH  H"o IHMHH   LHIHty   	  H==r IHuIM uzLp1HL1AIHuLIM uLHM uHI$uTLwJH    HH5h H81HtHM uHBI$   L0   H   Ls 1L-u E1HcK<&1D|A  LH$HvHtH^H$Ht9ID HMHeuHcK<&D|A  LMfID HuHu>H4HHiuHuHw1I| kHtHHiu1Hĸ  []A\A]A^A_USH  VH  D( (= IHfm=P (	 ~HD( ( E()<$D
 (= (- (% fmE(fl-} fl%U D)L$ffDm5A fl )|$ fDl{ (5T D(=< fl5t fD= ( D(-{ f fD- D(%p ( fD% fF D( fDm fD, )$   ( )l$P(-a )$   (% f)$   ( fl f- f% D)D$0)l$`D)|$pD)$   )$   ( f D)$   )$   ( f# D)$   )$   D)$  )$   ( f )$@  )$0  )t$@(5 (%n (-W L D)$  f5_ H H f%	 )$P  (5 f-" ( )$`  f f5 )$  ( fz )$p  )$  )$  )$  )$  H H  D(վ (=> IHfm=p () ~D( (վ E()<$D- (= (- (%0 fmE(fl- fl%x D)L$ffDm5d fl< )|$ fDl (5w D(=_ fl5 fD=; ( D(- fտ fD- D(% ( fD%" fi D(1 fDm fDO )$   (о )l$P(- )$   (% f)$   ( fl	 f- f% D)D$0)l$`D)|$pD)$   )$   ( f D)$   )$   ( fF D)$   )$   D)$  )$   ( f4 )$@  )$0  )t$@(5 (% (-z H D)$  f5 H L f%, )$P  (5 f-E (> )$`  f f5% )$  ( f )$p  )$  )$  )$  )$  HHκ HQHtHHuH]1HuHLH  []AWIAVIAUIATIULSSH=ν H   E1E1E1LpD   HLP(H@LXpMtI$1E1Lc H{@H{HIL{PLCXLC8Lk`IE HtHE AFW11Hkh%  HKxH         tOtQHS5  tP=   t@H4  =  t9HЫ H5e H8Hu,H4"H;  1H3  HS0H1ZH[]A\A]A^A_AUIHATIUHSAPH   HH@   u H~ HLH5` H81olLK(HC Mt   I9LLIM9s#H- MHLH5m` H81+(I9s2Q11MPILHF` 1^_yHuH41ZH[]A\A]AWIAVIAUIH5 e ATIUSAQHu  LHHHHu2LMHf H57` HHժ H81s   H LHpuCHLI9MMHf HH* VH5
` AWH81_AX=LHHM IHQHt"HU HuH-HuH 1-HM uHHHHZ[]A\A]A^A_AWAVAUIATIUSHL>.   HT$LHtLxLHHC  H=b AHH   H HjH$H   HH"IHueHt%   H IcT$LH8      HT$LHIH   MtHxIE LhHuHtwH<$LHIHtSIE M9It^HIuLIcT$LLMt HuHLHM uHIuLvE1HHIuL\HH[]A\A]A^A_USQH5 	HHtB1HHHu *HuH H5^ H8HuHHHZ[]AWAVAUATUSH  H Ht)1H9?  HY H5b^ H8:!  HH=x H Hu   1\  H H=a HtH H HtH=a HtH Hm H= HtHR H5pa xH H 0HH  u1H& Huh]HHH\$0VH   HA   L]    RH] PH a P1H 1   H{H_ 1H0H H1H6H HH5    1HHu)H
  /1HH5 H HuHH=  tHV
  H=r 1H5 He Ht=	  u2H
  Hf H5 H=` {	  HH	  H-c\ HHHtH= 8  H  H	  H HH	  ~	 H fHnH  (fHnflfl)  Q	  H-._ HHH6	     H"_ HHH H  H  6H     H^ HH_H H  H  H     H^ HH#H{ H[  H  HF      H^ HHHG H  H  H
      Hr^ HHH H  H  FH     HB^ HHoH߯ H  H  
H     H^ HH3H Hk  H  HV      H] HHHw H/  H  H      H] HHHC H  H  VH     H] HHH H  H  H     Hw] HHCHۮ H{  H  Hf     HM] HHH H?  H  HHHH!  HHuHH-] HHH2    H] HHH? H  H  2H  x  H\ HH[H H  H  H~  @  H\ HHH׭ HW  H  HB    H\ HHH H  H  ~H  x  Hb\ HHHo H  H  BH  @  H5\ HHkH; H  H  HHHH  HHuH,H-[ H]HH  p   H[ HHH H3  H  H     H[ HHH H  H  ZHHHH  HHuHHIH  HŰ H 1Ld$0~7 fHnLd$H~ fHnHb H$   Lk flfHnMHÚ  )D$0H? ~ fHnH flfHnHK )D$@fHn~ɛ H¯ fHnHV flfHnH> )D$PfHn~ H flfHnH] )D$`~ flfHnH8 )D$p~k flfHnHk )$   ~S flfHnHD$()$   ~= HD$fl)$   ~, fl)$   ~  fl)$   ~ fl)$   ~ fl)$   ~ fl)$   M$M  IuLHHH  H# H- 1Ld$~ fHnHT$pH fHnH  Lm H^  flfHnHݮ M)D$0fHnHD$(~c HD$fl)D$@~U fl)D$P~L fl)D$`M<$Mt1HT$LHH  H3  H&  HuHL E111H=ǫ 1 HH  H5 H=} HHHȅM     HHP   HHuH$   H=  t=H=-  ttH=vS Y)  H=ҭ Ht51HH u' HuHߛ H58S H8HH= (  HT$LHLLT$jLT$tIuL{      MHD$(HIILH\Lx LhMHD$(HIInLHlaLx Lh%MHHuHL1 H H= H H5e HH  H5M H=Ʀ HHHȅ   HHuH~Lϧ H H=i HB H5 HH   H5۩ H=\ HHHȅxfHHuH3HHH5 H= HqHHȅx-HH!H!     x   n      !      q     bH  []A\A]A^A_H=  H= H H9tH֘ Ht	        H=a H5Z H)HH?HHHtHE HtfD      =%  u+UH=*  HtH= )d ]     wf.     f.     f.     f     HGPH     HG`H     HI H @ HGhHtH fH) H @ H   HtH     HH|$*HtH|$H   H HH   LOH?t%IHumHIu3H6IAHfD  Ht{H   H>LBHD  HA IHmP H5P H81.1H    Hy tH
 IHP H5P H81D  H IHO H5O H81@ Hy [ff.     H=
P 4@ HGXHtH fSHGHHxHt
HCXHtH [ H H [ff.     Ht6fD  HH     HGHHtH fSHGHH8HCHHtH [ÐUHHSHHHGLH@t~$   uFHHH[]A    u+H   LFI$  HvHH[]A@ HA H5N H8BH1[]f     H   LF1MtHCHN H5N HH( H81&@ HtHL$HT$:L$Ht$H`)fD  HL$HT$L$Ht$H#HCHM H5M HH H810fHL$HT$L$Ht$H& HCHM H5M HHT H81Rff.     fHwPH1H=M ff.     SHHG      HW1Ht-Ht1H   HtiHt+NHcH9   H[@ GH[    WGHH	HcʉH9tH H5E H8[@ WGHH	HHcʉH9uH[ËGfD  HuHtfD  H@`HtJH   Ht>HHt4H@H;^ uPHH+(H߉D$.D$0HLHȒ H5L H81HP   t?H HѾ   HC H81{H+HHa H5BD H81XH+ff.     USHH   HtHHH[]H   HHtAHHtHXH@ H   HH   H H/uH   D  H     Ht3HGXHHwXHtH(t1ÐHH1HD  H5 ff.     @ SHHpHtHCp    H/A  H{ HtHC     H/  H{@HtHC@    H/  H{HHtHCH    H/  H{PHtHCP    H/  H{XHtHCX    H/j  H{`HtHC`    H/?  H{hHtHCh    H/  H{8HC8    Ht
H/   H   HtHǃ       H/   H   HtHǃ       H/   H   HtHǃ       H/tZH   HtHǃ       H/t-H{xHtHCx    H/t1[f1[    f     f     ofD  >fD  fD  fD  fD  fD  afD  {6fD  kfD  [fD  KfD  SHH{( tH8HpH[G    ATIUHSHHpHtHՅ   H{ HtLՅ   H{@HtLՅ   H{XHt	LՅuH{`Ht	LՅumH{8Ht	LՅu[H   Ht	LՅuFH   Ht	LՅu1H   Ht	LՅuH{x1Ht[LH]A\D  []A\ff.     AWAVAUATIUHSHHhLG0M      tHwHhHL[]A\A]A^A_HVL   ?IH   1LHHtiHHLSIm HtAHhH[]A\A]A^A_    HVHvHu[HhH1[]A\A]A^A_AD  L@fD  Im :  Hތ HSPH5k? H811D  LMMtI<LD$HHT$LL$#IH.  HT$LL$LD$HtmHBH  ID$ I9  H1HHff.     ff.     D  AoDAHH9uHHt	ILILLD$HT$LL$LL$HT$HLD$H  H|$PE1HD$XL|$0H|$H|$HM$A   H\$8ILIHD$H    H|$HT$LD$ LL$(+HD$PHT$XH HHHL#   IDIHHT$Ht$LHttHD$PHT$XHT$LD$ LLL$(L|$0H\$8M   LL$HLLt$ALL$HL$HH)tK1MM%D  HI9tI<H/ufD  LhjLHLL$LL$1ff.     D  ILIHH9uS1L1H? H5fD LL$1Lt$H8LL$HL$&ff.     fHH;55 tHtHF    tAH 1H   H   HtH(t1HfD  HfD  H H5b< H8j UHSHHtbH;5 HufH׉    H5< H8H   HH   HtH/t1H[]D  kf     HI     HF    uH H5; H8fD  UHSHHtbH;5 HufH'    H5k< H8H   HH   HtH/t1H[]D  f     H     HF   uHD H5; H8fD  HHt?HF   t2HGPHHwPHtH(t1H@ H0fD  Hه H5; H8H     HHt?HF   t2HGHHHwHHtH(t1H@ HfD  Hi H5; H82H     SH  H$   H$   H$  L$  L$  t@)$   )$0  )$@  )$P  )$`  )$p  )$  )$  H\$    H$  D$   HD$HH$   HL$H< D$0   HD$dHH=Q %D  AWHcAVAUATAUSHL$8Hl$PD\$`T$DD$Z  Hc\$IHD$E1D(HH\$I<H1H|$H\$Eh  %*a fDMa D(H|$ЉA?H|$@L,|$HIcu 9  tA\|E}  E  LcA  J<    I4:H\=HH)H  A\$Dv  D(H1 Hff.     ff.     f     Y\HH9uDD9tWD)t3L(~L ~YA~~\AtHY| I\D$IAE L9|$  HD$XJc@ H|$/tHcA\|\lE2  |$HIcH    5f_ DwH| ADHLII(Y(T/  f(\(AW\\T(T\
E   AYTD.x  HIH9  AL(Y(T/yA9|Ic AD~A\LD\\Y(H\(WA\A\T(T\(9~E:HIH9JAL(Y(T/A9PfHcIc"^ 5] HH    HBff.     ff.     ff.     ff.     ff.     fHH9tGL AY\AYAT.sи[]A\A]A^A_Ev    D$I|$HD$AU I9t,IcA9p11IcHD$EtHD$T$HHAD    uw1IcJ    LHff.     ff.     ff.     ff.     ff.     fL AY\AHH9uD    1f     AWHcAVAUATUSHL$8Ld$PD\$`T$DD$  Hc\$IHD$E1fD(HI<H|$H<1H|$E"  ~%\ H\$fD\ fD(H|$Љ?H|$@L,|$HIcu    tA\|   E  H\$HcЃ  H<    I4:MD<L9r  Af(L1AfIff.          fffYf\HI9u@t/HAY<I\E  H\$؋D$IAE L9|$  HD$XJc    H\$+tHcA\|\l~|$HHcH    ~5Z DwI<ADHLIIf(Yf(fTf/  ff.     f(\f(fAW\\fTf(fT\
E   AYfTfD.r  HIH9w  ALf(Yf(fTf/mA9|Ic    AD~A\LD\\Yf(H\f(fWA\A\fTf(fT\f(9~E)HIH9#Af(LYf(fTf/A9A    HcHc~5X Y HH    H"ff.     ff.      HH9t?AAY\AYAfTf.sθ[]A\A]A^A_fD  D$I|$AU L9|$   Ic\A9!IcEt"T$HH    ID    t	HD    1HcH    HHfD  AAY\AHH9uH\$듐HGPH     AWHLG AVAUATUSHHףp=
ףH8HL$*HHHHH?HHH)HHHH)ÉHHH HcAfU Hu	HHH)HyE-HHE1HLIH  LcM   M)LLcLD$fIH<  @ LD$ A  IHM~L¾    LD$޾LD$HM   IFH6  LL1L)HHff.     foD HH9uHL9   LH)HHHv!HL M)HJ*HHHӨ   T HB HCI9~lTIHCBTI9~VTHCBTI9~CTHCBTI9~0THCBTI9~THCBTI9~
TBTH8L[]A\A]A^A_@ IW0IH@HED  } H8[]A\A]A^A_i1fH9  ATUHSHHHrz H9GH9F        z  }    HCH;E   HSHMH9@H@t
H   s DE D8uo@    H{HA G  HuHʃO  V  DA9u4H   H@ L%Iy L9ut1H[]A\D  L9uuHߺ   HgHH   H;y H;x uL9uH+uH߉D$D$ H踽fD  HK0H{H@HE@ H   []A\f.     ky;f     HH`fD     fHM0HuHA@HE D@ Dff.        H?LOIЃtHIALf     HtIH>IAHL    HH}w IHp0 H5{0 H81j1H    H?IHHWtHGH8LJHHHA HtHHHfD  HHv HH/ H5/ H811H H   LOH?t%IHumHMu4IA1H     Ht{H   H>LBf     Hqv IH/ H5/ H81^1H    Hy tH:v IHK/ H58/ H81'D  Hv IH/ H5/ H81@ Hy [ff.     AUIATUSHHHLCH5Jv H I9I9	H       H9     MX  M  MZM~)1    ILH9B  H99  HI9uA   tI@8HH|   HH1ɺ   [L]A\A]ɹf     ulMX  M   MZM~#1ILH9  H9   HI9uA   tFI@8HHt9HH1HL[]A\A]fHKA   I9uHC0Hu I   L% H  H=*    1HLHH   HH[]A\A]@ LD  H   H9t4HuHPt H9t#LH   H9tHuH9fD  HKALa1 uHkH=4* GuC1HAHCH`Hu HIs H5* H8Jf.     1/LfD  H   H9t4HuHs H9t#LH   H9tHuH9fD  HKAM)La1 uHkH=q) 脴uLHAHH!HXHr H5R) 1H8耵q HKAuI9DHC0HMfHLH1[]A\A]Yf     AWAVAUATUSHH訳H=A IH   D& Dƃ   HcH;l      1D  ~,H9})HcHT9}9|9  A9~}HHHǋG9umL/IE H~ 1LLAHH=  h(H:Im W  H+E  H[]A\A]A^A_ËG9~ff.     @ M|$pfHID$p    AoL$`H=' AD$`)$IH  I|$`fo$Mt$hI\$pM|$pAT$`Ht
H/  Mt
I.  Ht
H+  H= H  D5 D  HcH;l  .  1@ ~pS9~_)HcHD9}@ Im LH[]A\A]A^A_w    H L` 9A9~|LcIIA;o|   A9tlD9}4DIc)HPHHHHHHtHHH1AAoM/D5 IE 1;oË A9   Dp@IcH޲HHLcD5T D5I IHF ITfD  H<$HtH/tOH|$HtH/tFMI/L9L,H볿   BHHJ H H hL(IE DHcHL<II?M/IE H/蟰;ot׋I t"I1A   S   T1ff.     @ USHH   HtHHH[]H   HHtAHHtH@H_ H   H H   HH/uH   D  Hm     AUATUSHH   HtHHH[]A\A]     H   u$HMm HHPHHHH       L%| HHtH@I$E111HL H=z %H+ItlM   IELLH   H   IIm tMMtXH   I$HtvHI$ LҮH   fD  H踮fD  L訮fD  [L%l H   I$HPI$芲InLf.     AVAUATUSHHH=rx HGH   H;l u&1ҹ   HH  H[]A\A]A^ÐHHD  HuHHl H}`L I9   H   ID$H      5  HW         @         A$   @   HX  H  HJH~m1f     HH9tWL;duH}`fLmhLepHEp    E`Ht
H/   MtIm tyMtI,$uLD  Ht1    Hk HH5$ H81荰1fD  ˰L.V@ L蘬z莬dMl$M~Y1	HI9tLI;|uHH   I9HuL;%Oj Af1LmhLepE`HEpE1M9KtH9HG   tN   @tEHFH      ty   @tpHX  Ht>HJ1H;tlHH9H|$'H|$JInHH   H9.HuH;5zi u   tLN1H;|HI91I9~HDHH   t:   @t1H9LX  Mt"MP1I;DHI9HHH   H9HuH;h uyf     ATIHUHSHHWH=t Ht HRI$HE HtH []A\    3H[]A\    AWAVAUATUSH  H(t H|$pH=\t Ht$xH$   L$PD$   DL$XHǄ$      HǄ$      Ǆ$  $   $   $   \$h$   H9GG(  H-s H(  HE HEH5u HH   H(  IMV(  Hm k#  HcD$PHHD$ HH)  H=vs Hs H9Ge)  Hs H-+  HHCH5nu HH   H)  H$H<$ )  H+"  Hyf    E1I      I9D$D+  f   L$  LL$H$  )$  艪LL$HI8#  Ht HRt LLIEH H$H$  Hu IE H H$  H$  H4LHD$` LL$IMt
I))"  Hm !  H4$HHD$HH!  Im !  I,$!  Mv"  L-e H$     1H|$HǄ$P  	   HM9!     =      H$P  AVLa t$PL$0  "w []7-  fo$  fDo$   fDo$  fDo$   fDo$0  fH~fDo$@  )$  fo$`  fo$p  D)$  fo$  fo$  D)$  fo$  fo$  D)$  fo$P  )$0  D)$   D)$  )$   )$@  )$P  )$`  )$p  )$  )$  D)$  D)$  D)$  D)$  D)$  )$  )$  )$   )$  )$   )$0  )$@  fD$H)  I.m   H$  H=p H$   Ho H9G})  Ho H+  HHCH5>t HH   H*  IL9l$D$@M#  H+   Hc$   L$HHD$ L$HH#  H=yo Ho H9G#  H-n H+  HE HELD$HH5q H   H+  LD$H$H<$ J+  Hm /"  Hpb A   E1I      I9@+  f   LD$L$  H$  )$  耦LD$HH?'  Hp HIp LHHEH H$H$  Hq HE H HD$`H$  LJ40MLD$ItI,$w  H+!  H$HHD$HHd!  Hm v!  I(!  M&  H|$H   1Ǆ$P  	   HM9S'     =      H$P  AVL\ t$PL$0  1s AZA[2  fo$  fDo$   fDo$  fDo$   fDo$0  fH~fDo$@  )$  fo$`  fo$p  D)$  fo$  fo$  D)$  fo$  fo$  D)$  fo$P  )$0  D)$   D)$  )$   )$@  )$P  )$`  )$p  )$  )$P  D)$`  D)$p  D)$  D)$  D)$  )$  )$  )$  )$  )$  )$   )$  fD$HT)  I.:  H$X  H=#l H$   Hk H9Gb/  H-{k Hr0  HE HEH5Jp HH   H0  IM/  Hm   H|$L$ L$HH00  HcD$XHH$   L$HH&     1L$HIF0  H=Zk HhHX Hj H9G0  Hj H1  HHCLL$HH5Bm H   H1  LL$H$H<$ ;1  H+j&  HK^    E1I      I9A1  f   LL$(L$  LD$L$  )$  WLD$LL$(HH'  Hjl Hl LHLD$(HEH H$LL$H$  Hxm HE H HD$`H$  LH4ǢLD$(LL$IMt
I('  I,$&  H4$HHD$HH%  Hm %  I)%  M.'  H|$H1   HH8 H$  M9z.     =      H$  AVLX t$PL$0  n AXAYM=  fo$  fDo$   fDo$  fDo$   fDo$0  fH~fDo$@  )$  fo$`  fo$p  D)$  fo$  fo$  D)$  fo$  fo$  D)$  fo$P  )$0  D)$   D)$  )$   )$@  )$P  )$`  )$p  )$  )$   D)$0  D)$@  D)$P  D)$`  D)$p  )$  )$  )$  )$  )$  )$  )$  fD$0H9  I.$  H$(  H=g H$   H3g H9G2  Hg H;  HHCH5
l HH   H;  HH02  H+o$  H$   HHu;  H=_g Hf H9G;  L%f M2=  I$ID$H5Ui LH   H=<  H$H<$ ;  I,$N+  H_Z A   E1I      H9E<  f   L$  LL$H$  )$  oLL$HI-  Hh H8h LHID$H H$H$  Hi ID$ H HD$`H$  LJ40LL$IMtI)uLH+   H$HHD$HH   I,$o   Hm W   M,  H|$H   1Ǆ$  	   HM949        =   H$  AVLU t$PL$  k ^_   fo$  fDo$   fDo$  fDo$   fDo$0  fH~fDo$@  )$  fo$`  fo$p  D)$  fo$  fo$  D)$  fo$  fo$  D)$  fo$P  )$0  D)$   D)$  )$   )$@  )$P  )$`  )$p  )$  )$  D)$  D)$  D)$  D)$  D)$  )$  )$  )$   )$  )$   )$0  )$@  fD$(H:  I.  fo$  H$  H=d )$  fo$  H$   H%c )$  fo$  )$   fo$  )$  fo$  )$   fo$  )$0  fo$  )$@  fo$  )$P  fo$   )$`  fo$  )$p  fo$   )$  fo$0  )$  fo$@  )$  H9G  L%Ib M:  I$ID$H5Wg LH   H9  IMX6  I,$b)  H$   L$*L$HI,6  H=b Ha H9GD:  Ha Hy;  HHCLD$HH5d H   H9  LD$H$H<$ 9  H+z,  HU A   1I      I9@a;  f   LD$H$  L$  )$  譙LD$HH7  Hc Hvc LHHCH H$H$  Hd HC H HD$`H$  LJ40,HLD$ItHm 6  I,$3  H4$HHD$HHc3  H+D3  I(-3  M;7  H|$H   1Ǆ$  	   HM97     H$  AV=   t$PLQP    L$  ^f ZY;  fo$  fDo$   fDo$  fDo$   fDo$0  fH~fDo$@  )$  fo$`  fo$p  D)$  fo$  fo$  D)$  fo$  fo$  D)$  fo$P  )$0  D)$   D)$  )$   )$@  )$P  )$`  )$p  )$  )$  D)$  D)$  D)$  D)$  D)$  )$  )$  )$   )$  )$   )$0  )$@  fD$8H9  I.3  fo$  H$   l$hL$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$   fo$  )$  fo$  )$   fo$   )$0  fo$  )$@  fo$   )$P  fo$0  )$`  fo$@  )$p  f     1f/G$  $  H0a H;$    H$  H-;R H9hH9kV0  N0  H$  x  <  {  ;  H$  H@H;C%  H$  HKHRH9@H@t
He%  H$  K v @@8;%  @ =  H$  H~H =  HsHʃ=  =  DA9$  HtH謔$  H] Ha f)$  LKL9s9  H5Q I9c9  IX  H5  LGM~$1fHTH935  H9*5  HI9uA   5  IA8HH5  H$  1HH       HD$H|$ 15  Ǆ$     H$    D$  E/  H<\ HU[ H9P9  L<[ M;  I I@L$   LH5] H   H9  L$   IM9  I(v6  H|$ L$   /L$   HI:  H[ HZ H9P9  L5Z M:  IIFL$   LL$   H5] H   H9  L$   L$   HD$ H|$  9  I.!6  HN    1I      I9A:  f   L$   L$  L$   H$  )$  茒L$   L$   HI?:  H\ HJ\ LLL$   IFH HD$ L$   H$  H] IF H HD$`H$  LH4(HL$   L$   Ht
H+7  I(?6  Ht$ HH$   HH6  I.56  I)5  HY9  H|$H   1Ǆ$  	   HL97     =      H$  ULI t$PL$  _ [A];  fo$  fDo$   fDo$  fDo$   fDo$0  fH~fDo$@  )$  fo$`  fo$p  D)$  fo$  fo$  D)$  fo$  fo$  D)$  fo$P  )$0  D)$   D)$  )$   )$@  )$P  )$`  )$p  )$  )$  D)$  D)$  D)$  D)$  D)$  )$  )$  )$   )$  )$   )$0  )$@  fD$ H8  Hm 4  H$  H$  A1ID$  IE3  $   l$XE1fIn~l$(& L$  D$   EH$  $   $   AY)$  ~l$8fl)$  f\Z$  D|$PE9  H$  L$p  D-& H$P  H$  L$   H$H  H$  H$0  H$  H$@  H$  H$8  ID$HǄ$       H$h  D$  Ll$x$   H|$pD$   H$@  H$8  DL$H$  HGL$P  L$H  H$0  P(H$  DL$HD$   HHDt$XEu$      H$    t{D$   A(Lj $  S$  P$   $8  L$   D$   $   $  DL$xH0DL$HD$   s&  $  H$  L$  ~AHcE1H?  fH$   AYCXBH$   II9uʐD$  Eg  H|$ R2  H|$DL$Hfo$  H  D$(  HGH@)$  fo$0  )$P  fo$`  $   $   fo$p  $   fo$  $   fo$  $  fo$  $   fo$  $0  fo$  $@  fo$  $P  fo$  $`  fo$  $p  fo$   $  fo$  $p  $  fo$  $fo$  D$fo$  D$ fo$  D$0fo$  D$@fo$  D$Pfo$  D$`fo$  D$pfo$   $   fo$  $   fo$   $   fo$0  $   fo$@  $   $\  HĠ  DL$HD$   Hc$  DY$  :-  H$  H$  Ht$HH$     $  H  Hct$XH$  H$   MIH   H$   HH$   H$  HTH$   L4    H$  LID$1H$  HHL$HA7D1DIc  L$   L$(  L$   L$  L$   L$   IcLLL)Hc  LL)HS  $   4&  (1 ff.     ff.     ff.     ff.     fD  A<
A4
\YXA
HH9uۉA9   AA)AtdLL$   C~H$   H$  MB~H$   \(~~Y~~XAt?ADD\$XAMcJ<LcDL$  HcCA\YXHH9$   y$  HL$HA7D1Df     Hhk LXd LHI,$N H0Im + H H LHm  L$  d LЅ HL$輅L$ L訅LD$wfD  L萅 HL$|L$ H$    E11E1L$D$@1A  HD$     HD$8    HD$(    HD$0    HD$    HD$    HD$    H$         Mt
I)  HtHm   MtI,$  Ht
H+  Mt
I(  DH=  1|$@ uHT$B8  H|$ L-fB t HD$L9tH¸B8  HD$0L9tHtHA8g  HD$(HtL9tHA8r  HD$8HtL9tHA8}  HD$ L9tHtH¸B8  H$HtHHD$HH   H\$HtHH$HH   HĘ  H[]A\A]A^A_    LLD$H[LD$H`HLD$HCLD$HXf     LLD$H#LD$HHf     HLD$HLD$H7f     L0 H؂1 HȂ? HLD$賂LD$f     HLD$蓂Hm LD$HL$wL$I(zLam@ HLD$KLD$$L%qO L$IT$LxL$HH:L HH-K H@HK L$趃LL$H    H    HD$     E1A  HD$8    HD$(    HD$0    HD$    HD$    H$    @ HN HSH轃HHK H-4K H@H1K HHH    HD$     E11A  HD$8    HD$(    HD$0    HD$    HD$    HD$    H$    D$@@ ۄI4 H=M THHHD$     E11E1HD$8    A  HD$(    HD$0    HD$    HD$    HD$    H$    D$@hf     HD$     E11A  HD$8    HD$(    HD$0    HD$    HD$    HD$    H$    D$@@ L-M IULHHI HI H@HI HscL;H     Ht$HHD$@HHHh   HT$HHD$HHH8 ;H$fHD$     E1A  HD$8    HD$(    HD$0    HD$    HD$    HD$    D$@fD  Q  Ht$0HHD$HHyH~l c  HT$(HHD$HHnHp~a   Ht$8HHD$HHcH@~V   HT$ HHD$HHXH~K H=9K HHHD$     E1A  HD$8    HD$(    HD$0    HD$    HD$    HD$    H$    D$@fD  ML$I\$IHI,$  IA   1 H$    E11E1L$A  1HD$     HD$8    HD$(    HD$0    HD$    HD$    H$    HD$     E111HD$8    E1E1A  HD$(    HD$0    HD$    HD$    H$    D$@MI.LLL$PLD$H|LL$PLD$HvfD  L$   H-I HUH~HHcF HE H@HE H[}HH     H>L9l$A  HD$     D$@E1E1HD$8    HD$(    HD$0    HD$    HD$    H$    fD  I LLL${LL$Hy{Ll{H_{lHR{FHD$     E1E1A	  HD$8    HD$(    HD$0    HD$    H$    LzH+H HSH7}IHD L%.D H@H+D M}|HUIMHD$     E11A  HD$8    HD$    H$    f)$  D  HLL$SzLL$f     f)$      H=YG H@ LzQ HL$yL$/ HLL$yLL$
LLL$yLL$f     HD$     E1A  HD$8    HD$(    HD$0    HD$    HD$    {@ s}LD$H$PD  H=F L$L$HT@ M`IhI$HE I(  IE1A   8 Lx" Hx LxLL$fD  HD$     E111HD$8    E1E1A  HD$(    HD$0    HD$    H$    H$    E1E1E1H,$A	  1HD$     HD$8    HD$(    HD$0    HD$    H$    $@ L$   L$   Dff.     f1fff.     ff.     ff.     ff.     ff.      HAD AYHXH9uAYCXCIM9NDvL$   L$(  L$   L$   H<1ff.     D  AA\YXHI9uHH9$   Mϋ$        HcD$XH$   $     H$  H$   HH$h  HH)H  1Hff.     ff.     f     AHH9u@tWt$XH$  AH    HcP9~)ADHc9~ADHcffH$    *$  AZS  AYfA(H$   H$   Z^fZDXZ$  t.D$hH$  fAYZL^XZ- f/  D$  AH$   D9t$PL$p  D$  DT$HA(jj S$  P$   $8  $   D$0  L$   H$   AD!H0  DŅ   HfH$   Ht$xDT$HH    (15h ,(\(,TH_T_((H9uf.z?  $   (^Zf/,  A$   L$  "  18vH uIcFIHV"  HL)/HH7"  fHnIT$   He? ~E? H|$`   ~+? H$  flHEfInfl)$  )$  HT'/C HH!  I,$!  Hm {!  H=B 1H$  H      H$  HL$HH$  HL$HHH)'!  H	!  Hm    qL3rD9$  K  Hc$  htIH  IcTtIH     HD$HtLL$HHH  LpLH  H? HSHtHH< H-; H@H; HvtHHHbHD$     E11E1HD$8    A	  HD$(    HD$0    HD$    H$        HD$     E11E1HD$8    A	  HD$(    HD$0    HD$    H$    uI Lq f)$      H=> H@ HD$     E11E1HD$8    A	  HD$(    HD$0    HD$    H$    L$  HD$     E1A	  HD$8    HD$(    HD$0    HD$    H$    H<$   H<$H$   ffZ$  DL$HHGZ
D$   PDL$HD$   f(fZ$  YZA$7H-p= L$HUHxrL$HH:: HH9 H@H9 L$qHL$HHHD$     E11A	  HD$8    HD$(    HD$0    HD$    H$    HD$     E11A	  HD$8    HD$(    HD$0    HD$    \gsLL$H$jLL$=oL$H=e< L$L$H1MAIYI HI)  IA   1GH$    11E1L$A  E1HD$     HD$8    HD$(    HD$    H$    L9uuoH$  H޺   nHH  H;h, AH;%, Dc  L9Z  H(qH+Az  Ed  E%H: H9$    H$  H9hH9k    H$  x    {    H$  HPH;S
  HHHCH9@H@t
H
  H$  K p @@8k
  @   H$  H~H   HsHȃk  V  DA9%
  HtHn
  H=7 fH$  H       )$  ôH$H  HD$    Ǆ$      $     DT$XDL$HmH=\; H$  H      HǄ$      AH7 H$  ?DL$HDT$XHHe  H(  DDT$XDL$H%kDT$XDL$HDT$HA(LD$  jj S$  AEP$   $8  L$   $   $0  H0  D DT$HJHLD$kLD$oH-8 HUHmHH5 H4 H@H4 HmHHHHD$     E1E1A  HD$8    HD$(    HD$    H$    HcT$XH$  AE1H$   AH   H$   L    HMH$   H$  HtID$H$   AF$  HH$   AF$(  HH$X  H$   F$HD$HB<$   Lct  L$x  L$`  HH$   LcL$   N    KD JINHL9AML9AE	IM)IAL)HH$   AE!E!II)IAE  II)I  fA(E(A(E1H$   f fn$  E Zfp - fpff(fD(f^fD\f(f^f\ff.     fBCfF, \AZAfEDZAYEZZfYfAYf^f\fZfYfZfYfA^f\fZB BXBII9uH$   D9s  fҋD$XEf*$   H$  AZDC%v J    H\A>^HfHAYMD HAZ\fZAYY^\ZAX  $  9   L$   ADfHfB\HMD HAZAYZAYY^\ZAX  $(  9~]ADHfH$X  HfH\IT HZAYZAYY^\ZX  IL9$     H$   F$HD$HB<L$x  L$`  f  %  J    *$  LfLH$   H)H)H$  AZL^H\    \ffAZT AYZAYY^\ZAT XHH9uIL9$   $   f"  -  *$  ^\AYH$   H$     %  $   H    H$  H1 HH9H$  Af\XZYZAYAZ<ZZ^YX\fZAT.sL$p  D$  LAdA}HcfIH  H=J0 LLL$HiLL$HHIb  I)K  H[" 1H$  H      H$  H8L$  gI.H  Ht111H4 H+  A  E11E1hf     HD$     E111HD$8    E1E1A	  HD$(    HD$    H$    RLcLcHL$cL$HLD$cLD$LLD$cLD$VL9$  HB0 H9$  gH9ktlH$  H޺   cHHH  H;>! @H;  @>  L95  HeH+K    H50 H$  莦5  ,  H=1- fH$  H       )$  薪HD$    H$Ǆ$      Ha1E11E1HD$ A2   L$  vfHH$    1A  HD$     HD$8    HD$    MLl$ HǄ$      2L$   L$   L$`  f)$  H=/ yHHD$     E1E1A  HD$8    HD$(    HD$    H$    LaF1AE1;L5. IVLcIH}+ L%* H@H* M$bLղIMHD$     E1A  HD$8    HD$(    HD$    H$    HD$     E1A  HD$8    HD$(    HD$    dH$H`LD$Ip!  H=v  1p!  H=`  1p!  H=J  1˖p!  H=4  1赖p!  H=  1蟖p!  H=  1艖LMLeII$Hm   LE1A   2H=- 耱IH$    E1E11L$A  1HD$     HD$8    HD$    H$    AYfA(H$   $  Z^ZD$hH$  AY^Z HD$     E111HD$8    E1E1A  HD$    H$    ZL$  DcI+LLD$^LD$H=, gIH$   H$   H    H$  H1ff.     ff.      AHH9u[HD$     A  HD$8    HD$    `LbLD$H$H-_+ L$HUHg`L$HH)( HHG' H@HD' L$_H}L$HHoE1A  L\$ L\$8L\$L$LH   H9t.HuH H9tLH   H9tHuH9HSBLr1 uHkH=  \u,1HAHHD$_H/_H
  HD$     A.  H$    E11E1HD$    H=* L$yL$HI   L5& H  H=  [u1LH]IhIXHE HI(*  IE1A   sf*$  H$   H$     %N  $   H    H$  H1D  HH9'H$  Af\XZAYAZ^Y\fZAT.sD$   E$  f*$  8  HcD$XH$   HD$     E111HD$    E1E1A  H$    LL$   +[L$   mf)$  ZHLL$ [LL$H+  ELL$   L$   ZL$   L$   LA   Y$   1\L)H\IH  H=% HHD$H^LD$HHIK  I(E  H=) H$  H      HǄ$      L$  I.I  M  I)LY	LYHL$   YL$   LL$   YL$   LLL$ YLL$ DT$XDL$H}YDT$XDL$H/HSBL9HC0L9$  u5L9$HYL$p  E11Ax  YHl  H5  H< H81\WL1	XE1L$p  E11Aq  YH  H5;  H H81H\WHL$   L$   gXL$   L$   ELJXH=v% Ho! H5p! kIM(HD$     1E1A9  %\L$   I-H+  @HVE1A,  LT$ H$  EH=$ H  H5  L$   LD$ ǬL$   LD$ IMHD$     1E11A9  SHVhpI[L$   L$   HD$ 1M1A9  HWE11E1A  CH=$ 聨IE11E11A  E11E1A  E1A1  LD$ H=# L$   LD$ %LD$ L$   IE11E1HD$     A9  E1QHl$ IYIiHHE I)  IA   1=LHD$HVLL$HL VIE11E1E11A9  6DHE1A  L$p  T1E11E1HD$ 1A0  HD$@HsHNHs0EH$  HH@@"H$  H~0D,D o  -g  HcD$X^H$   \AYD.zA$   U  D9$  LL$  T$  D$  HTyH$  H=  XH$IH^  1H$  H      L$  H$  H H8=HIHD$HI  Ht111H# H+;  1A4  H\$ HR3E1A/  LL$ H$  Rf)$  aHS1LH`WHD$S^DH=H     DT$HZ#TDT$H|D  6LaSE11E1A  hHASE11E1A  HLL$   SL$   1E1A  1E1A	  HRDDHRH<$Rg@HsHUHs0LH$  HH@@)H$  H~0LgRE11E11A  MH H5  H8R11E11Ht$ E1A6  H|$0H	RE1A  PHQHHL$HQHL$HnLHD$HQHL$HLA  A  1A  LPff.     fAW1Iʹ   AVAUATUSHH  ~ L$   LHH fHnH-   flfHnH)$  fHn~ H(fHnH  flfHnH-@  )$  fHn~e H   fHnH   flfHnH-   )$  fHn~8 H  fHnH   fl)$  ~ fl)$  ~ fl)$  ~ fl)$  ~ fl)$  ~ fl)$   ~ H$   HǄ$(      fl)$  Mt*MBM~!H  H  HcH    Hc  HHVH HD$0H$   HFHH$   H H$   HFH H$   HF H H$   HF(H H$   HF0H H$   HF8H H$  HF@H H$  HFHH H$  HFPH H$   HFXH H$(  HF`H H$0  HFhH H$8  HFpH H$@  HFxH H$H  H   H H$P  H   H H$X  H   H H$`  H   H H$h  H   H H$p  L%  L$0  HE 1   LHL$   H9  H$   R      AVL =   L$    Y^C  fo$0  fH~)$   fo$@  H$  HD$)$  fo$P  HL$X)$   fo$`  )$0  fo$p  )$@  fo$  )$P  fo$  )$`  fo$  )$p  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  H  H$      1LHǄ$   	   H9  H$   R   =   AVL;    L$   H A]Zl  fo$0  fH~)$   fo$@  H$  HD$)$  fo$P  HT$`)$   fo$`  )$0  fo$p  )$@  fo$  )$P  fo$  )$`  fo$  )$p  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  H  H$   HG   	  HGH  HJ  H  H  H  |MHcЉD$HH9<  |$H  H$   HG     HGH  H
  H  H  Hc  MHcЉD$LH9  |$Lv  H$   HG      HGH  H
  H  H  H]  LHcЉD$PH9  |$Pp  H$   H H9G	  MD$f(f.e  zp  H$  HG     HGHG  H	  H   HY  H  KHcЉD$TH9  |$T  H$  H$  HD$@H+ H9G	  TLD$ f(f.  z  H$   H H9G  LD$(f(f.z  z  H$(  H H9G  KD$8f(f.B  z`  H$0     1LHL$   H9  H$   R   =   AVL8    L$   E A[]  fo$0  )$   fH~fo$@  H$  )$  fo$P  HD$p)$   fo$`  )$0  fo$p  )$@  fo$  )$P  fo$  )$`  fo$  )$p  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  H  H$8     1LHL$   H9  H$   R   =   AVL     L$    AYAZ  fo$0  )$   fI~fo$@  H$  )$  fo$P  HD$x)$   fo$`  )$0  fo$p  )$@  fo$  )$P  fo$  )$`  fo$  )$p  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  Mr  H$@     1LHǄ$   	   H9C  H$   R   =   AVL     L$    _AX  fo$0  )$   fI~fo$@  H$  )$  fo$P  H$   )$   fo$`  )$0  fo$p  )$@  fo$  )$P  fo$  )$`  fo$  )$p  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  Mf  H$H  HG   k  HGH8  HZ  H  H  H[  GWHH	HcЉD$hH91  HN H57  H8DrFD$hH  H9\$D$   D$E10  H   H H$p  H   H H$h  H   H H$`  H   H H$X  H   H H$P  HFxH H$H  HFpH H$@  HFhH H$8  HF`H H$0  HFXH H$(  HFPH H$   HFHH H$  HF@H H$  HF8H H$  HF0H H$   HF(H H$   HF H H$   HFH H$   HFH H$   HFH H$   HH H$   IB   `  H$  I1LHH  H4j PAPMs H xbH~<       HH&  I< uH  HHT  L#  A   HF  H5>  H8S1EXZD$E1E1E1HD$    1HD$    D$   LL$x  #ff.     ff.     @ HL9tH;HtH/uAHL9u|$ uHt$F8	  HD$HtH;{  tHƸF8"	  HtH;-W  tE8.	  MtL;%6  tAD$8G	  MtL;-  tAE8	  MtL;5  tAF8!	  t$ H=  ;1H  []A\A]A^A_H$0  f)$0  f     _\$f(_@ OL$ f(@ _\$(OL$8f(BH$   H$   HD$0H$0  (GD$HGD$L?GD$PH$0  [GD$T.H$0  H$0  GWHH	HcЉD$HH9H  H5k  H8+@AD$HHTH9\$D$   D$E1E1E11\ GWHH	HHcЉD$HH9D$E1E1E1HD$    1D$   GWHH	HcЉD$PH9H  H5  H8u?@D$PHzH9\$D$   D$E1E1E11D  GWHH	HHcЉD$PH9(fD  GWHH	HcЉD$LH9H4  H5  H8>X@D$LHtH9\$D$   D$E1E1E11D  GWHH	HHcЉD$LH9"닋GWHH	HcЉD$TH9"H  H5  H8K>?D$THH9\$D$   D$E1E1E11| GWHH	HHcЉD$TH9덋GD$h|$hH$P  H;=5  H;=  H  H9?  ?$   
  H$X     1LHǄ$   	   H94  H$   R      AVLE  =   L$   R Y^  fo$0  )$   fI~fo$@  H$  )$  fo$P  H$   )$   fo$`  )$0  fo$p  )$@  fo$  )$P  fo$  )$`  fo$  )$p  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  M  H$`  H5  H9G  ^>f(f.%  z  H$h  H;=c  AH;=   D  H9  $   >$   A  H$p  H;=  H;=  4  H9+  D$   $   =D$   $   A  HD$0H5 H9pt	H9  HD$@H5  H9pt	H9T  AQAP$   $   P$   P$   $   $   $   $   PT$x$   L$pD$hD$   H$   D$   $   H$   H$   褏H$  HPLd$MIHl$ H IL9tI<$HtH/u9IL9uLd$Hl$ LHL$H9tQ8  HT$H9tHֺV8  H9tU8  I9tAT$8)  I9tAU8  I9CAV8/  I.LHD$8HD$$   D    Eg#H$0  H9\$D$   D$E1E1E11w  Ht$HHD$HHHV8C  Ht$HHD$HHH)8,  Hm H8$  Im L7  I,$L7  I.L79HH9\$D$   D$E1E1E11v9HH9\$D$   D$E1E1E11FG؉D$Hj9HcЉD$hH9H+9HD  p   H=  1bmp!  H=˪  1Lmp#  H=  16mp"  H=  1 mp$  H=  1
m8HH9\$D$   D$E1E1E11cf.     k8H H9\$D$   D$E1E1E11)f)$0  H9\$D$   D$E1E1E1G؉D$L#G؉D$PG؉D$TH9\$D$   D$E1E1GWHH	HHcЉD$hH9Af)$0  H9\$D$   D$E1aLLY  HLH$  Hj  _AXf)$0  H9\$D$   D$f)$0   G؉D$h$   6$   H[H9\$D$   D$D$   1HH  D$   $   S D$   D$   $   H$x  Hl$HIL9  I?HtH/u@4D$   Hǹ   H0  D$   $    D$   D$   $   ]xf)$0  2  Ht$HHQHL$HH&HHD$3HD$  Ht$HHQHL$HHHHD$o3HD$  Im /LHD$G3HD$  Hm HHD$3HD$'  I,$LHD$2HD$Hm uH2ff.      D$H    Hm uH2@ D$T    Hm uH2@ D$P    .Hm uHt2@ D$L    n4HKH9\$D$   D$E14$   $   64D$   $   HH9\$D$   D$D$   $   $   3D$   D$   $   HH9\$D$   D$    I(uL1D$h    1H@`H  H   H  HH  H5[  H@Ht$hH9|       HEH2HtFH  HtpHt9H+3HcЉD$HH9  Hm H0ED$HߋEUHH	HcЉD$HH9u4Hm uH0hEUHH	HHcЉD$HH9tHN  H57  H80Hm HT0Hl$1H>D2H0AfD  H!2H HE2H7H H1H p  H=  1fH@`H  H   H  HH  H5  H@Ht$hH9!     
  HEHHtFH8  HtpHt9HX1HcЉD$PH93  Hm H/ED$PߋEUHH	HcЉD$PH9u4Hm ~H.qEUHH	HHcЉD$PH9tH{  H5d  H8$/Hm H.E؉D$HH@`H  H   H  HH  H5L  H@Ht$hH9     k
  HEHHtFH
  HtpHt9H0HcЉD$LH9^  Hm H-ED$LߋEUHH	HcЉD$LH9u4Hm H-EUHH	HHcЉD$LH9tH?  H5(  H8-Hm  HE-H@`H~  H   Hn  HH`  H5  H@Ht$hH9@       HEHHtFH   HtpHt9H.HcЉD$TH9  Hm H,ED$TߋEUHH	HcЉD$TH9u4Hm Ha,EUHH	HHcЉD$TH9tH  H5  H8,Hm dH,WE؉D$TVE؉D$PE؉D$LrH=Ɵ  =  1BbrH=  :  1,brH=  >  1brH=  ;  1 brH=n  <  1arH=X  ?  1aH@`HP  H   H@  IH2  H5B  H@Ht$hH9       I@HnHtYH   H   HtILL$   -L$   HcЉD$hH9  I(]L*PA@D$hA@APHH	HcЉD$hH9u5I(,Lp*A@APHH	HHcЉD$hH9tH  H5  LD$hH8*LD$hI(L*A@؉D$hI,HH  H5a  H8s*w+HH  H58  H8J*+HHX  H5  H8!*+H1H/  H5  H8)n+HH  H5  H8)H;+HH@`H   H   H   HIH   H@HL$hH9ufLyRIm D$HL(HP      HU  HѾ   H  H81,HEBHP      H  HѾ   HL  H81,aIm L/(5*HH  H5  H8(H  H5  H81+Hm C}H  H5k  H81+zHP   tNHX  HѾ   H  H81+]HEH)H	H  H5  H81	+Hm H@`H   H   H   HIH   H@Ht$hH9uALPIm D$T8L&+H(HHP   teHX  HѾ   H  H81*tIm VLx&I~(H;H  H5͝  H8& H  H5ܕ  H81)H@`H  H   H  L$   LL$   HI  H@HL$hH9   LL$   L$   hOL$   L$   D$hI)LL$   %L$   HP   f  H%  HѾ   H^  L$   H81)L$   I@   HPL$   LD$hU  H  HѾ   H  H81M)LD$hL$   I)L$LD$hHuLD$h&LD$hH]xH@`H  H   Hw  HIHf  H@HL$hH9ufLNIm D$P:LJ$-HP   L  H  HѾ   H  H81d(xHEHP     H  HѾ   HԒ  H81"(aIm +L#H@`H2  H   H"  HIH  H@HL$hH9  L
MIm D$LLS#rLD$hT%LD$hH	H  H5  H8#LD$hH  H5  LD$hH81&LD$hI(H1$H#4Hy  H5Z  H81p&L$   LD$hI)lHP   tNH0  HѾ   Hi  H81&HE,H  H5  H81%oH  H5ˑ  H81%Hm $HoH  H5k  H8}"TH  H5z  H81%Hm 7HP   tiH\  HѾ   H  H81%Im (Lx!~#HH  H5͘  H8!H  H5ܐ  H81$AWAVAUATUSHh  H8  H|$xH=,  H$   HT$hL$PD$   DL$XHǄ$      HǄ$      Ǆ$  $   $   $   \$p$   H9G'  L%  MG(  I$ID$H5  LH   H(  IM'  I,$"  HcD$PHHD$ !IHl(  H=E  H.  H9G(  H-  H|*  HE HEH5D  HH   H1)  H$H<$ 0)  Hm !  HF     E1I      I9E*  f   L$  LD$L$  )$  W!LD$HH"  Ho  H   HLHEH H$H$  H  HE H H$  H$  H4LHD$`!LD$IMt
I(w!  I,$L!  H$HHD$HH!  Hm    Im    M!  L5  H$     1H|$HǄ$   	   HM9!     =      H$   AWL  t$PL$     [],  fo$  fDo$  fDo$  fDo$  fDo$   fH~fDo$  )$  fo$0  fo$@  D)$  fo$P  fo$`  D)$  fo$p  fo$  D)$  fo$   )$   D)$  D)$  )$  )$  )$   )$0  )$@  )$P  )$P  D)$`  D)$p  D)$  D)$  D)$  )$  )$  )$  )$  )$  )$   )$  fD$H](  I/  H$X  H=  H$   H  H9G(  H-  H*  HE HEH5  HH   HP)  IL9t$D$@M#  Hm M  Hc$   L$HHD$L$HH"  H=E  H  H9GT"  L%  M4+  I$ID$LL$LH5s  H   H*  LL$H$H<$ *  I,$z!  H;  A   E1H      I9A*  f   LL$L$  H$  )$  KLL$HI&  Hc  H  LLID$H H$H$  Hz  ID$ H HD$`H$  HJ48MLL$ItIm   Hm !  H$HHD$HH   I,$   I)   M%  H|$H   1Ǆ$   	   HM9&     =      H$   AWLk  t$PL$     AZA[0  fo$  fDo$  fDo$  fDo$  fDo$   fH~fDo$  )$  fo$0  fo$@  D)$  fo$P  fo$`  D)$  fo$p  fo$  D)$  fo$   )$   D)$  D)$  )$  )$  )$   )$0  )$@  )$P  )$   D)$0  D)$@  D)$P  D)$`  D)$p  )$  )$  )$  )$  )$  )$  )$  fD$H(  I/  H$(  H=  H$   H  H9G".  L%  M:/  I$ID$H5  LH   H.  IM.  I,$  H|$L$L$HI.  HcD$XHH$   L$HHU%     L$HI/  H=!  L`Hh H  H9G/  H-  H0  HE HELD$HH5  H   H@0  LD$H$H<$ /  Hm %  H     E1I      I9@@0  f   LD$(L$  LL$L$  )$  LL$LD$(HH='  H/  H  LHLL$(HEH H$LD$H$  H=  HE H HD$`H$  LH4LL$(LD$IMt
I)P&  Im U%  H4$HHD$HH$%  Hm %  I($  Mt&  H|$H1   HH  H$  M9?-     =      H$  AWL  t$PL$     AXAY9  fo$  fDo$  fDo$  fDo$  fDo$   fH~fDo$  )$  fo$0  fo$@  D)$  fo$P  fo$`  D)$  fo$p  fo$  D)$  fo$   )$   D)$  D)$  )$  )$  )$   )$0  )$@  )$P  )$  D)$   D)$  D)$   D)$0  D)$@  )$P  )$`  )$p  )$  )$  )$  )$  fD$0H06  I/$  H$  H=  H$   H8  H9G0  H-  H/8  HE HEH5  HH   H7  IM0  Hm #  H$   HH7  H="  H  H9G 8  L-  M9  IE IEH5!  LH   H8  H$H<$ g8  Im *  H#  A   E1H      I9D$8  f   L$  LD$H$  )$  2LD$HIO,  HJ  H  LLIEH H$H$  Hb  IE H HD$`H$  HJ48LD$IMtI(uLHm   H$HHD$HH  Im   I,$  M+  H|$H   1Ǆ$  	   HM95        =   H$  AWL  t$PL$    ^_=   fo$  fDo$  fDo$  fDo$  fDo$   fH~fDo$  )$  fo$0  fo$@  D)$  fo$P  fo$`  D)$  fo$p  fo$  D)$  fo$   )$   D)$  D)$  )$  )$  )$   )$0  )$@  )$P  )$P  D)$`  D)$p  D)$  D)$  D)$  )$  )$  )$  )$  )$  )$   )$  fD$(H#7  I/:  fo$P  H$X  H=  )$  fo$`  H$   H)  )$  fo$p  )$  fo$  )$  fo$  )$  fo$  )$   fo$  )$  fo$  )$   fo$  )$0  fo$  )$@  fo$  )$P  fo$   )$`  fo$  )$p  H9GB  L-M  M/7  IE IEH5  LH   H*6  IM2  Im (  H$   L$L$HI2  H=h  H  H9G7  H-  H8  HE HELL$HH5_  H   Hb8  LL$H$H<$ &8  Hm 4+  H_  A   E1H      I9A8  f   LL$L$  L$  )$  oLL$HH`4  H  H8  LHHEH H$H$  H  HE H HD$`H$  HJ48MLL$ItI,$3  Im &0  H4$HHD$HH/  Hm /  I)/  M3  H|$H   1Ǆ$  	   HM9E4     H$  AW=   t$PL     L$    ZY8  fo$  fDo$  fDo$  fDo$  fDo$   fH~fDo$  )$  fo$0  fo$@  D)$  fo$P  fo$`  D)$  fo$p  fo$  D)$  fo$   )$   D)$  D)$  )$  )$  )$   )$0  )$@  )$P  )$P  D)$`  D)$p  D)$  D)$  D)$  )$  )$  )$  )$  )$  )$   )$  fD$8H 6  I/$0  fo$P  H$   t$pL$X  )$  fo$`  )$  fo$p  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$   fo$  )$  fo$  )$   fo$   )$0  fo$  )$@  fH     1f/G$  $   H  H;$    H$  H-  H9hH9k,  ,  H$  x  58  {  8  H$  H@H;C?$  H$  HQHKH9@H@t
H$  H$  q K @@8#  @ 9  H$  H~H 9  HsHʃ:  p:  DA9#  HtHl#  He  Hf  f)$  LKL9o5  H5  I9_5  IX  Hu1  LGM~$1fHTH91  H91  HI9uA   2  IA8HH2  H$  1HH       HD$H|$ 1  Ǆ$     H$    D$   E,  H  HU  H9X6  L<  M6  IIAL$   LH5  H   H=6  L$   IM5  I)2  H|$ L$   	L$   HIL6  Hd  H  H9X5  L=  Mc7  IIGL$   LL$   H5Q  H   H/6  L$   L$   HD$ H|$  a6  I/22  HE  A   1H      I9@6  f   L$   L$  L$   H$  )$  K	L$   L$   HI\6  HX  H	  LLL$   IGH HD$ L$   H$  H_  IG H HD$`H$  HJ4 	HL$   L$   ItHm 3  I)1  H\$ HH$   HHt1  I/S1  I(<1  Mu5  H|$H   1Ǆ$  	   HM94     =      H$  ATL  t$PL$    []]7  fo$  fDo$  fDo$  fDo$  fDo$   fH~fDo$  )$  fo$0  fo$@  D)$  fo$P  fo$`  D)$  fo$p  fo$  D)$  fo$   )$   D)$  D)$  )$  )$  )$   )$0  )$@  )$P  )$P  D)$`  D)$p  D)$  D)$  D)$  )$  )$  )$  )$  )$  )$   )$  fD$ HM4  I,$O1  H$X  H$   1ID$  HE/  ~t$(fInE1$   $   D$XL$8  E$   L$   H$x  LY)$P  ~t$8p$p  Afl<  )$`  f(\$@  Dd$PE6  H$  D$t  f(H$0  H$  H$(  H$  H$  H$  H$   H$  H$  HCHD$H    H$   D$HH|$x$   H$  H$  T$X$  HGL$0  L$(  H$   P(H$  DT$X$   HHD$   Eu$      H|$H t~$   f(DLj $  $  $   P$   $(  L$   DD$x$   $   $  >H0T$X$   #  Hc$  H$  L$  E~CE1Ʌ  HD$hfYBXH$   BH$   II9ufD  D$  E7  H|$ +.  H|$T$Xfo$P  H  $   HGH )$P  fo$   )$   fo$0  $   $   fo$@  $   fo$P  $   fo$`  $  fo$p  $   fo$  $0  fo$  $@  fo$  $P  fo$  $`  fo$  $p  fo$  $  fo$  $@  $  fo$P  $fo$`  D$fo$p  D$ fo$  D$0fo$  D$@fo$  D$Pfo$  D$`fo$  D$pfo$  $   fo$  $   fo$  $   fo$   $   fo$  $   $8    HĠ  T$X$   Hc$  fY$@  *$  ]&  L$  H$  L$   HD$XE  $  u  Hc$   E1H$  AL$   H   IH$   EHIH$  L$   L|$XHtH$   CLcL    H$  Ld$XMHDHE4AEIcA  H$   H$   L$   L$   L$  IcMM9  L9  f(1ff     f<ff\fA< fYfXA HH9uE9t7H$  ELD$XMcBJL$  C\YX  HH9}  E4AEFf.     H L HIm   HHm  L L9 LxI,$ L$   LPq LL$<L$ L(LL$.fD  L8 HL$L$ H$    E1E1E1L$D$@1A   HD$     HD$8    HD$(    HD$0    HD$    HD$    HD$    H$        Mt
I(  MtI,$  MtIm   HtHm   Mt
I)  DH=hr  E1G|$@ uHL$A8  H|$ L5  t HD$L9tHøC8  HD$0L9tHtHøC8e  HD$(HtL9tHøC8p  HD$8HtL9tHøC8{  HD$ L9tHtHA8  H$HtHHD$HH   HL$HtHH$HH   Hh  L[]A\A]A^A_D  LLL$HLL$H`LLL$HLL$HXf     LLL$HLL$HHf     HLL$HLL$H8f     Lh1 HX3 HHA LLL$3LL$of     HLL$I,$LL$BLL$L$I)2L%@ HLL$LL$H  L$HSHL$IH  ML%y  H@Hv  |L$7HKL$I     MX    HD$     E1A   HD$8    HD$(    HD$0    HD$    HD$    H$    @ H1  HSH=IH  L%  H@H  MAH[JI    HD$     E11A   HD$8    HD$(    HD$0    HD$    HD$    HD$    H$    D$@@ [I H=q  IIMHD$     E11E1HD$8    A   HD$(    HD$0    HD$    HD$    HD$    H$    D$@hf     HD$     E11A   HD$8    HD$(    HD$0    HD$    HD$    HD$    H$    D$@@ H  HSHHHc  H-D  H@HA  H$HHH   ,  HL$HHD$@HHH   H\$HHD$HHH H$fHD$     E1A   HD$8    HD$(    HD$0    HD$    HD$    HD$    D$@fD    HL$0HHD$HH{H n   Ht$(HHD$HHpHc   H\$8HHD$HHeHX   HL$ HHD$HHZHM H=  GHHqHD$     E1A   HD$8    HD$(    HD$0    HD$    HD$    HD$    H$    D$@fD  MEI]I HIm   IA   1CD  H$    E11E1L$A   E1HD$     HD$8    HD$(    HD$0    HD$    HD$    H$     HD$     E11E1HD$8    E1E1A   HD$(    HD$0    HD$    HD$    H$    D$@MI/LLD$PLL$HLD$PLL$HuD  L$   H  HSHHH  H-  H@H  HcH;EH     HL9t$A   HD$     D$@E1E1HD$8    HD$(    HD$0    HD$    HD$    H$    fD  3I LLD$LD$LXL@H(HHD$     E1E1A   HD$8    HD$(    HD$0    HD$    H$    LH  HSHIH}  L-  H@H  MHCIMHD$     E11A   HD$8    HD$    H$    f)$  D  HLD$LD$:f     f)$  j    H=پ  <CH@ L HL$tL$ HLD$[LD$LLD$CLD$f     HD$     E1A   HD$8    HD$(    HD$0    HD$    HD$    {@ LL$H$D  H=  L$`BL$IT@ MiIYIE HI)j  IE1   D  Lx HhA LXLD$fD  HD$     E11E1HD$8    E1E1A   HD$(    HD$0    HD$    H$    H$    E1E1E1L$$A   1HD$     HD$8    HD$(    HD$0    HD$    H$    # L$   L\$hDH$        1fff.     ff.     ff.     ff.     ff.      AHAAYHXH9uYCXCIL9DwH$   L$   L$  M1ff.     ff.      \YAX A HL9uHH9$  L$   `  E   Hc$   H$   $p     H$  H$   HH$   H9  D1HffHH9uDAt $   H$  HcYH|$H   f(H$   HD$H^Ƌ$   XDt!D$pH$   Y^XD5  f/  $  HD$H9l$PD$t  d$HDf(Ljj $  $   P$   $(  $   $   L$   AЉ)H0  AŅ   HfD~ȅ  H$   d$H  H    f(1A<f(\f(<fATH_fAT_f(f(H9uff.z  $   f(^f/r  EH$x  L$8  A$      1BI
IcP-IH  LH)9-IH  fHnHy  IU   ~P  H|$`   ~6  H$  flID$fInfl)$  )$  HT'9  HHE  Im #  I,$  H=(  E1H$  H      H$  HL$HL$  3HL$HIH)  M  I,$v  L<D9$    Hc$  qIHH  Ic]IH     HD$HLD$HHIG  LxL@ t@ H  HSHIH  L%D  H@HA  MH;I     MHD$     E11E1HD$8    A   HD$(    HD$0    HD$    H$        HD$     E11E1HD$8    A   HD$(    HD$0    HD$    H$    /I L f)$  #    H=  :I@ HD$     E11E1HD$8    A   HD$(    HD$0    HD$    H$    L$  HD$     E1A   HD$8    HD$(    HD$0    HD$    H$    8H<$ U  H<$H$   $   $  T$XHG	PT$XY$  $     H  L$HSHL$HHP  HH-  H@H  =L$H9L$HH!HD$     E1E1A   HD$8    HD$(    HD$0    HD$    H$    .HD$     E1E1A   HD$8    HD$(    HD$0    HD$    {LD$H$LL$QL$H=y  L$8L$H/MHIXIHI(  IA   1H$    1E1E1L$A   E1HD$     HD$8    HD$(    HD$    H$    4L9uuoH$  H޺   HH  H;{  AH;8  D  L9  H;H+AY  E  ExH  H9$    H$  H9hH9k$    H$  x    {    H$  HPH;S  HHHCH9@H@t
Hy  H$  K p @@8O  @   H$  H~H   HsHȃd  O  DA9	  HtH  H=  fH$  H       )$  ,H$H  HD$    Ǆ$      D$  E   $   T$XH=l  H$  H      HǄ$      H  H$  P,T$X$   HH  H(>  T$X$   5T$X$   d$XDf(L$  jj $  $   AP$   $(  L$   $   $   M H0|  |  d$Xf(@HLL$LL$Hİ  HSHHH  H-'  H@H$  HH4HHHD$     E1E1A   HD$8    HD$(    HD$    H$    Hc$   HcfD(E1H$  H$  H$   fEH   H$   L$   L    LDHDD鉄$   HHH$   HD$XBH$   B4ALcA  $   L$H  fD(fEH$   H$  LcJ<    HI>HH9AH9AE!I9AE!I9AE6  L$  IL9ALH9@D  f(f(fD(1^fE\f(ff;fE,8fE(fD$:fA\fAYfDYfDYfE^fE\D$:fD48fAX8HH9u$   D9t^H$   H$   HH$  H\IH$  Yf(YY*^\*X  IL9$      HD$XBH$   B4AL$H  f(fD(HL^H$   J    H)H)H$  LHD\ff.      \f(A<L$  YYAY^\A<AXAHH9uH$   II9$  f(fD(^D\DYH$   H$   ~-x  Ht$hH    H$  =x  D$   H1fHH93H$  \XAYY^AYX\fTf.sL$8  D$t  LmA~HcIH~  H=v  LLD$H1LD$HHI	  I(  H  1H$  H      H$  H8L$  &I/H  Ht111HJ  Hm   A  E11E1@ HD$     E11E1HD$8    E1E1A   HD$(    HD$    H$    L#L4HL$L$HLL$LL$LLL$LL$L9$  Hq  H9$  H9ktlH$  H޺   HH(  H;m  @H;*  @
  L9z
  H-H+    H5  H$     V  H=`  fH$  H       )$  $HD$    H$Ǆ$      HE1E11E1Lt$ A   Hf     L$  `IPH$    1A   HD$     HD$8    HD$    Lt$ HǄ$       f)$  'H=`  -HHD$     E1E1A   HD$8    HD$(    HD$    H$    mLH  HSHIHԥ  L-U  H@HR  MTH,-IMHD$     E1A   HD$8    HD$(    HD$    H$    HD$     E1A   HD$8    HD$(    HD$    H$NLLL$p#  H=N  1Np"  H=N  18H=  \,I+p'  H=N  1MD$I\$I HI,$  IE1   p%  H=JN  1p$  H=4N  1p&  H=N  1H$    E1E1E1L$A   1HD$     HD$8    HD$    H$    jf(H$   $   ^ AD$pH$   Y^ "H$    E11E1HD$     E1E1A   HD$8    HD$    CL$  jID$  EEV$  
  Hc$   H$   H$   H$   ~-q  Ht$hH    H$  =q  D$   H1fHH9cH$  \XY^AY\fTf.s8H=  *I7LLL$\LL$@H$   H$   H    H$  H1ff.     HH9u&LH   H9t.HuH  H9tLH   H9tHuH9{HSBlLb1 uHkH=K  u,1HAHHD$HyH
  HD$     A   H$    E11E1HD$    Hv  L$HSH~L$HH@  HH-  H@H  L$H(L$HHE1A   L\$ L\$8L\$L$bHD$     A   HD$8    HD$    <LL$H$H=  L$(L$HI   L%  H0  H=J  1LHMaIYI$HI)4  IE1   RH$    E11E1HD$     E1E1A   HD$    LL$   L$   KH+8  EdLLD$LD$LL$   L$   zL$   L$   f)$  LLLLD$ :LD$ HL$    L$   oLL$   L$   5LA   ($   1H)HXIHU  H==  HHD$HLL$HHI   I)N  H=N  H$  H      HǄ$      L$  ;I/I  M/  I(ML3@HSBcL9HC0$   T$XT$X$   L9$  uL9- D  L$8  E1E1A   HM  H51I  H  H81>wL1E1L]L$8  E1E1A  /HK  H5H  H  H81HL$   L$   L$   L$   LH+  @H=  H2  H53  'IMHD$     1E1A   (HQE1A   LT$ H._L$   IH=p  H  H5  L$   LL$ X'L$   LL$ IM1E1E1A   HD$     cL$  H=  j#IL$   L$   HD$ E11E1E1A  dE11E1A  Hr1ME1A   E11E1A  E1A   LD$ E11E11L|$ E1A   HD$E11E1HD$     A   E1sLd$ IhM`HE I$I(  M   E1H=  L$   LL$ G"LL$ L$   IL$8  IE1}AI  ME11E1E1E1A   -LHD$HILD$HL7@HsH$Hs0H$  HH@@H$  H~0Hf.z$   Aos  9$  tAf     L$8  H$x  L$  D$  DD}H,oE1A   LL$ H$  =1LHHD$ f(fD(Hc$   ^H$   D\DYH	EL$8  f)$  H$  H=  H$IH  H$  E1H+  H$  H      L$  H8AHIHD$HIt,Ht111H  H+t01A   H\$ H<$E11E1A  HDD@HsHwHs0nH$  HH@@KH$  H~0:LE11E1A  #H|1E1A  1E1A  ^   d$HH=e  d$H\f  ]HL'f(LL$   L$   E11E1E1A  Q11E11Ht$ E1A   H|$OH)  H5@  H8*#L}E1A  xHkGLHL$HYHL$HLHD$HBHL$HA  A  E1A  LU"AW1Iʹ   AVAUATUSHH  ~Z  L$   LHH  fHnH-   flfHnH)$  fHn~   H(fHnH  flfHnH-@  )$  fHn~  H   fHnH   flfHnH-   )$  fHn~Ȇ  H  fHnH   fl)$  ~  fl)$  ~  fl)$  ~  fl)$  ~  fl)$  ~{  fl)$   ~o  H$   HǄ$(      fl)$  Mt*MBM~!H  HR  HcH    Hs  HHVH HD$0H$   HFHH$   H H$   HFH H$   HF H H$   HF(H H$   HF0H H$   HF8H H$  HF@H H$  HFHH H$  HFPH H$   HFXH H$(  HF`H H$0  HFhH H$8  HFpH H$@  HFxH H$H  H   H H$P  H   H H$X  H   H H$`  H   H H$h  H   H H$p  L%b  L$0  HՆ  1   LHL$   H9  H$   R      AVL+  =   L$   8  Y^S  fo$0  fH~)$   fo$@  H$  HD$)$  fo$P  HL$X)$   fo$`  )$0  fo$p  )$@  fo$  )$P  fo$  )$`  fo$  )$p  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  H  H$      1LHǄ$   	   H9   H$   R   =   AVLˁ     L$   ؖ  A]Z|  fo$0  fH~)$   fo$@  H$  HD$)$  fo$P  HT$`)$   fo$`  )$0  fo$p  )$@  fo$  )$P  fo$  )$`  fo$  )$p  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  H  H$   HG     HGH  HZ  H(  H  H  HcЉD$HH9L  |$H  H$   HG     HGH  H
  H  H  Hs  HcЉD$LH9  |$L  H$   HG     HGH  H
  H  H  Hm  0HcЉD$PH9-  |$P  H$   Hn  H9G	  D$f(f.]  z  H$  HG     HGHW  H	
  H  Hi  H  HcЉD$TH9  |$T  H$  H$  HD$@H  H9G	  D$ f(f.B]  z  H$   H  H9G  D$(f(f.
]  z  H$(  HK  H9G  tD$8f(f.\  zp  H$0     1LHL$   H9  H$   R   =   AVL}     L$   Ւ  A[]  fo$0  )$   fH~fo$@  H$  )$  fo$P  HD$p)$   fo$`  )$0  fo$p  )$@  fo$  )$P  fo$  )$`  fo$  )$p  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  H  H$8     1LHL$   H9  H$   R   =   AVLo|     L$   |  AYAZ  fo$0  )$   fI~fo$@  H$  )$  fo$P  HD$x)$   fo$`  )$0  fo$p  )$@  fo$  )$P  fo$  )$`  fo$  )$p  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  M  H$@     1LHǄ$   	   H9S  H$   R   =   AVLz     L$     _AX  fo$0  )$   fI~fo$@  H$  )$  fo$P  H$   )$   fo$`  )$0  fo$p  )$@  fo$  )$P  fo$  )$`  fo$  )$p  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  Mv  H$H  HG   {  HGHH  Hj  H  H  Hk  GWHH	HcЉD$hH9A  H|  H5.  H8臿D$hH  H9\$D$ 1   D$E1@  H   H H$p  H   H H$h  H   H H$`  H   H H$X  H   H H$P  HFxH H$H  HFpH H$@  HFhH H$8  HF`H H$0  HFXH H$(  HFPH H$   HFHH H$  HF@H H$  HF8H H$  HF0H H$   HF(H H$   HF H H$   HFH H$   HFH H$   HFH H$   HH H$   IB   p  H$  I1LHHT7  H4j PAPM  H xrH~+L  ff.     ff.     fHH&  I< uHz  HH6  L3  A   H6  H52  H8S1sXZD$E1E1E1HD$    1HD$    D$ !   LL$x  #ff.     ff.     @ HL9tH;HtH/uDHL9u|$ uHt$F8	  HD$HtH;y  tHƸF8"	  HtH;-y  tE8.	  MtL;%y  tAD$8G	  MtL;-y  tAE8	  MtL;5qy  tAF8!	  t$ H=1  1H  []A\A]A^A_H$0  f)$0  f     _\$f(O@ OL$ f(@ _\$(OL$8f(2H$   H$   HD$0H$0  GD$HGD$L/GD$PH$0  KGD$TH$0  H$0  GWHH	HcЉD$HH9pHx  H5)  H8諺&D$HHDH9\$D$ %   D$E1E1E11\ GWHH	HHcЉD$HH9D$E1E1E1HD$    1D$ #   GWHH	HcЉD$PH9HLw  H55)  H8pD$PHjH9\$D$ '   D$E1E1E11D  GWHH	HHcЉD$PH9fD  GWHH	HcЉD$LH9Hv  H5(  H8]غD$LHdH9\$D$ &   D$E1E1E11D  GWHH	HHcЉD$LH9닋GWHH	HcЉD$TH9H"v  H5(  H8˸FD$THH9\$D$ )   D$E1E1E11| GWHH	HHcЉD$TH9덋GD$h|$hH$P  H;=u  H;=su  H  H9?  z$   
  H$X     1LHǄ$   	   H94  H$   R      AVLq  =   L$   ҆  Y^  fo$0  )$   fI~fo$@  H$  )$  fo$P  H$   )$   fo$`  )$0  fo$p  )$@  fo$  )$P  fo$  )$`  fo$  )$p  fo$  )$  fo$  )$  fo$  )$  fo$  )$  fo$  )$  M  H$`  Hs  H9G  ޸f(f.%BO  z  H$h  H;=s  AH;=s  D  H9  $   蝸$   A  H$p  H;=s  H;=Os  4  H9+  D$   $   ED$   $   A  HD$0H5  H9pt	H9  HD$@H5Qs  H9pt	H9T  AQAP$   $   P$   P$   $   $   $   $   PT$x$   L$pD$hD$   H$   D$   $   H$   H$   TH$  HPLd$MIHl$ H IL9tI<$HtH/uCIL9uLd$Hl$ LHL$H9tQ8  HT$H9tHֺV8  H9tU8  I9tAT$8)  I9tAU8  I9CAV8/  I.LHD$kHD$$   D    Eg#H$0  H9\$D$ $   D$E1E1E11w  Ht$HHD$HHHֲC  Ht$HHD$HHH該,  Hm H苲$  Im Lm  I,$LO  I.L28HrH9\$D$ (   D$E1E1E11vHH9\$D$ +   D$E1E1E11FG؉D$HHcЉD$hH9H諳HD  pw  H=a%  1px  H=K%  1pz  H=5%  1py  H=%  1p{  H=	%  1%HH9\$D$ -   D$E1E1E11cf.     HH9\$D$ ,   D$E1E1E11)f)$0  sH9\$D$ .   D$E1E1E1G؉D$LG؉D$PsG؉D$TH9\$D$ /   D$E1E1GWHH	HHcЉD$hH9Af)$0  H9\$D$ 0   D$E1aLL)  HLH$  Hj   _AXf)$0  H9\$D$ 3   D$f)$0  G؉D$h$   w$   H[H9\$D$ 4   D$D$   1HH(  D$   $   ~  D$   D$   $   H$x  Hl$HIL9  I?HtH/uD$   Hǹ   H(  D$   $   P~  D$   D$   $   ]xf)$0  2  Ht$HHQHL$HH&HHD$)HD$  Ht$HHQHL$HHHHD$HD$  Im /LHD$ǭHD$  Hm HHD$蟭HD$'  I,$LHD$wHD$Hm uH^ff.      D$H    Hm uH4@ D$T    Hm uH@ D$P    Hm uH@ D$L    HKH9\$D$ 2   D$E14$   $   趮D$   $   HH9\$D$ 5   D$D$   $   $   hD$   D$   $   HH9\$D$ 6   D$    I(uL
D$h    1H@`H  H   H  HH  H5i  H@Ht$hH9|       HEH2HtFH  HtpHt9H諭HcЉD$HH9  Hm HXED$HߋEUHH	HcЉD$HH9u4Hm eHXEUHH	HHcЉD$HH9tHh  H5  H8wHm HԪHl$1H>ĬH0AfD  H衬H HE聬H7H HaH pv  H=  1H@`H  H   H  HH  H5h  H@Ht$hH9!     
  HEHHtFH8  HtpHt9HثHcЉD$PH93  Hm H腩ED$PߋEUHH	HcЉD$PH9u4Hm nHKaEUHH	HHcЉD$PH9tHf  H5  H8褩Hm HE؉D$HH@`H  H   H  HH  H5f  H@Ht$hH9     k
  HEHHtFH
  HtpHt9H蜪HcЉD$LH9^  Hm HIED$LߋEUHH	HcЉD$LH9u4Hm HEUHH	HHcЉD$LH9tHe  H5  H8hHm  HŧH@`H~  H   Hn  HH`  H5e  H@Ht$hH9@       HEHHtFH   HtpHt9HnHcЉD$TH9  Hm HED$TߋEUHH	HcЉD$TH9u4Hm HEUHH	HHcЉD$TH9tHd  H5z  H8:Hm dH藦WE؉D$TVE؉D$PE؉D$LrH=F    1rH=0    1rH=    1rH=    1rH=    1jrH=    1TH@`HP  H   H@  IH2  H5c  H@Ht$hH9       I@HnHtYH   H   HtILL$   膧L$   HcЉD$hH9  I(]L,PA@D$hA@APHH	HcЉD$hH9u5I(,LA@APHH	HHcЉD$hH9tHb  H5  LD$hH8BLD$hI(L蛤A@؉D$hI蒦HH*b  H5  H8giHHb  H5  H8ʤ@HHa  H5  H8衤H1Ha  H5f  H8xHHa  H5=  H8OH軥HH@`H   H   H   HIH   H@HL$hH9ufLIm D$HLBHP      H`  HѾ   H  H81\HEBHP      H`  HѾ   H  H81aIm L询赤HHM`  H5  H8H2`  H5  H81)Hm C}H
`  H5  H81zHP   tNH_  HѾ   H  H81_]HEHH	H_  H5s  H81艥Hm H@`H   H   H   HIH   H@Ht$hH9uALIm D$T8L^+HZHHP   teH^  HѾ   H  H81_tIm VLIH;H^  H5M  H8_ H{^  H5\  H81rH@`H  H   H  L$   LL$   HI  H@HL$hH9   LL$   L$   L$   L$   D$hI)LL$   L$   HP   f  H]  HѾ   H  L$   H81$L$   I@   HPL$   LD$hU  HF]  HѾ   H  H81ͣLD$hL$   I)LVLD$hHuLD$hHLD$hH]xH@`H  H   Hw  HIHf  H@HL$hH9ufLIm D$P:Lʞ-HP   L  H]\  HѾ   H  H81xHEHP     H\  HѾ   HT  H81袢aIm +L7H@`H2  H   H"  HIH  H@HL$hH9  LIm D$LLӝrLD$hԟLD$hH	Hg[  H5  H80LD$hHG[  H5(  LD$hH819LD$hI(sH1fH#4HZ  H5  H81L$   LD$hI)lHP   tNHZ  HѾ   H  H817HE,HZ  H5h  H81~oHjZ  H5K  H81aHm 蜞HoH4Z  H5  H8THZ  H5  H81Hm 7HP   tiHY  HѾ   H  H81cIm (LHHY  H5M  H8_H{Y  H5\  H81rHH                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                   Shared Cython type %.200s is not a type object          Shared Cython type %.200s has the wrong size, try recompiling   __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__ returned non-int (type %.200s)  value too large to convert to int       Interpreter change detected - this module can only be loaded into one interpreter per process.  unbound method %.200S() needs an argument       __annotations__ must be set to a dict object    __kwdefaults__ must be set to a dict object     changes to cyfunction.__kwdefaults__ will not currently affect the values used in function calls        __defaults__ must be set to a tuple object      changes to cyfunction.__defaults__ will not currently affect the values used in function calls  __qualname__ must be set to a string object     __name__ must be set to a string object Failed to import '%.20s.decompress' - cannot initialise module strings. String compression was configured with the C macro 'CYTHON_COMPRESS_STRINGS=%d'.        %.200s.%.200s is not a type object      %.200s.%.200s size changed, may indicate binary incompatibility. Expected %zd from C header, got %zd from PyObject      %.200s does not export expected C %.8s %.200s   C %.8s %.200s.%.200s has wrong signature (expected %.500s, got %.500s)  Acquisition count is %d (line %d)       invalid vtable found for imported type   while calling a Python object  NULL result without error in PyObject_Call      sklearn/linear_model/_sag_fast.pyx      Module '_sag_fast' has already been imported. Re-initialisation is not supported.       sklearn.linear_model._sag_fast  compile time Python version %d.%d of module '%.100s' %s runtime version %d.%d   init sklearn.linear_model._sag_fast     local variable '%s' referenced before assignment        sklearn.linear_model._sag_fast.sag32    %.200s() takes %.8s %zd positional argument%.1s (%zd given)     sklearn.linear_model._sag_fast.sag64    _cython_3_2_2.cython_function_or_method _cython_3_2_2._common_types_metatype needs an argument %.200s() %s takes no keyword arguments takes exactly one argument %.200s() %s (%zd given) _cython_3_2_2 takes no arguments Bad call flags for CyFunction <cyfunction %U at %p> an integer is required __loader__ loader __file__ origin __package__ parent __path__ submodule_search_locations keywords must be strings decompress zlib __pyx_capi__ name '%U' is not defined builtins cython_runtime __builtins__ does not match sklearn._loss._loss CyLossFunction CyHalfSquaredError CyAbsoluteError CyPinballLoss CyHuberLoss CyHalfPoissonLoss CyHalfGammaLoss CyHalfTweedieLoss CyHalfTweedieLossIdentity CyHalfBinomialLoss CyExponentialLoss CyHalfMultinomialLoss sklearn.utils._seq_dataset SequentialDataset64 ArrayDataset64 CSRDataset64 SequentialDataset32 ArrayDataset32 CSRDataset32 sklearn._cyutility array memoryview multiloss sag32 exactly loss_function sag64 __reduce__ __module__ __dictoffset__ __vectorcalloffset__ __weaklistoffset__ func_doc __doc__ func_name __name__ __qualname__ func_dict __dict__ func_globals __globals__ func_closure __closure__ func_code __code__ func_defaults __defaults__ __kwdefaults__ __annotations__ _is_coroutine _sag_fast float bint double          xXKsF&Qb;%-YޒeHiĻN+ݩ!0  "vsԑGqGyG3 %PTU{qLV))*)&WQD?x(UN&G4Uf5nK2l$EMU%s2"b]DT{!)/p-ҞY[{U421+&7o`$X"*e-a"jYⲠ*u(pqgW5$QNG-b<"g*:1B4@&XWިD~\BElkZKx!	&MRĲQWI]T](I(P0@RP)#RWE:3.Ln4H#aS4!eͬEDT&E$"fE'hO24)J&"zm T(B%QU:LIUHeRV)L8gAXq|*!>Ndd3?B>B1*Ğ5$aDA*C4HA,>PP Q
@HSShQUFXJLIjň5.Ch:b(L\!c7z6CEh#SFtP*tgFRT 2kqLa:.ĺɐ#b@6jȐޒxl.	OU_ jWi*0rZ]aPǭ,WV#Lm srp,'bC '˒@1%;wNS g /q-gې~d P)6fZuEQ;w; ӗ캣BR[
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j]:%-D*z#ϙT	DC 3TS\ֺ6QzG'YRYSuat@TwKLz;
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E(jUva{ϩuOomto'IjX[5Ј`"TDEBT6Em+bxpH~Z)>+>/eR:^V;o1t$)XU# 1."N0WҾ,E3}JJu|MUvN,Џm>XlKSP#.">_<dĒA~IL޳qo5DH$z9˴+GwSo}$A'wz\Mngmޟ}zy:_M;?y͕g#'嬺E勺,0qV+A3kg'{G^{<:-[#o{=ɜ$zǬ$NWi|i1c;֌mD;KƖ8Ke'|00,>VGVJ&L_.}̈{CFh}a7ضRTXv#;ꟲdKyy걓-eoU1 n|b74DAAz[
,~j68i}di.7LNK]_2X}o <eS58(YQ*yq:_!LN73T7Q`\\
2ηv9[vywo&fmLǭ;gsua'1~YMcK& x3O9Y畫{`tС3:5֭f&x7{GT`t͸6y>`iLy$y2o3~mz9X&
#5`chJ{aFF& B3N/ѳH,X+m[--AOO]|36k%gӉocs ~Dmr
n2cH\Xmx
d0;G?,-;4]k 9 -sfo_Nq!B3@1`d@9>A&xi7馨{94Len=u3qgJ裿~P}y~qs^_&4g/!~n#ΡnP&k(|f23`o?ѪJ	 i(, (MgL/0~fb#coYc؀
Ck(?*vlBXf|7hwxӿ悻F>j*xgLiu*JZT	ϲfux]
=V ([ޣ@ɮ}MȺ,?YS/w꙱g )r3pWL*
VUkZŻVgZů                          x   R         !         "                  	                                                                                                      
      
   
   	      	   
      	                  
                                 
   
      	      
         
      	                                    
   	            E    +  +  544444444t4d4T4D444$44433333ܹ̹|l\L<,	и            __pyx_fatalerror                00010203040506070809101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899                        Stochastic Average Gradient (SAG) and SAGA solvers.

    Used in Ridge and LogisticRegression.

    Some implementation details:

    - Just-in-time (JIT) update: In SAG(A), the average-gradient update is
    collinear with the drawn sample X_i. Therefore, if the data is sparse, the
    random sample X_i will change the average gradient only on features j where
    X_ij != 0. In some cases, the average gradient on feature j might change
    only after k random samples with no change. In these cases, instead of
    applying k times the same gradient step on feature j, we apply the gradient
    step only once, scaled by k. This is called the "just-in-time update", and
    it is performed in `lagged_update32`. This function also
    applies the proximal operator after the gradient step (if L1 regularization
    is used in SAGA).

    - Weight scale: In SAG(A), the weights are scaled down at each iteration
    due to the L2 regularization. To avoid updating all the weights at each
    iteration, the weight scale is factored out in a separate variable `wscale`
    which is only used in the JIT update. When this variable is too small, it
    is reset for numerical stability using the function
    `scale_weights32`. This reset requires applying all remaining
    JIT updates. This reset is also performed every `n_samples` iterations
    before each convergence check, so when the algorithm stops, we are sure
    that there is no remaining JIT updates.

    Reference
    ---------
    Schmidt, M., Roux, N. L., & Bach, F. (2013).
    Minimizing finite sums with the stochastic average gradient
    https://hal.inria.fr/hal-00860051/document
    (section 4.3)

    :arxiv:`Defazio, A., Bach F. & Lacoste-Julien S. (2014).
    "SAGA: A Fast Incremental Gradient Method With Support
    for Non-Strongly Convex Composite Objectives" <1407.0202>`
                              Stochastic Average Gradient (SAG) and SAGA solvers.

    Used in Ridge and LogisticRegression.

    Some implementation details:

    - Just-in-time (JIT) update: In SAG(A), the average-gradient update is
    collinear with the drawn sample X_i. Therefore, if the data is sparse, the
    random sample X_i will change the average gradient only on features j where
    X_ij != 0. In some cases, the average gradient on feature j might change
    only after k random samples with no change. In these cases, instead of
    applying k times the same gradient step on feature j, we apply the gradient
    step only once, scaled by k. This is called the "just-in-time update", and
    it is performed in `lagged_update64`. This function also
    applies the proximal operator after the gradient step (if L1 regularization
    is used in SAGA).

    - Weight scale: In SAG(A), the weights are scaled down at each iteration
    due to the L2 regularization. To avoid updating all the weights at each
    iteration, the weight scale is factored out in a separate variable `wscale`
    which is only used in the JIT update. When this variable is too small, it
    is reset for numerical stability using the function
    `scale_weights64`. This reset requires applying all remaining
    JIT updates. This reset is also performed every `n_samples` iterations
    before each convergence check, so when the algorithm stops, we are sure
    that there is no remaining JIT updates.

    Reference
    ---------
    Schmidt, M., Roux, N. L., & Bach, F. (2013).
    Minimizing finite sums with the stochastic average gradient
    https://hal.inria.fr/hal-00860051/document
    (section 4.3)

    :arxiv:`Defazio, A., Bach F. & Lacoste-Julien S. (2014).
    "SAGA: A Fast Incremental Gradient Method With Support
    for Non-Strongly Convex Composite Objectives" <1407.0202>`
              SAG and SAGA implementation     Epoch %d, change: %.8g
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W                              `     0W                              j     0W                              s      ]      `f                            ]      `f                           0      e                           PW      0e                                                                                                 GCC: (GNU) 14.2.1 20250110 (Red Hat 14.2.1-7)            GA$3a1 V      V               GA$3a1  0      0               GA$3a1 Е     ؕ              GA$3a1  V      V               GA$3a1 Е     Е              GA$3a1 Е     Е              GA$3a1 0      0               GA$3a1 ؕ     ݕ                                                       W      	       +     W      	       H      W             e     0W                  PW      @            6      X            W                  X                  X      E           X             '    Y      /       A    @Y            ]     [             s     [                 ]      y           ]      A           ]      j          @`      )           6                               ]8      y       4    8      R      G                 ]    `            e    p`                 `a                0e      }           e                 `f                 g      h           g      h       4    (:            T    <<            x    AB      @          `x                 w      }           `w      }           C             B    YD      D      h    g                 `                E                8G      `           h      7           n            Q    r      	       i    r      ^                           u      4          `y      w          |      A          0      y       /          f      Q                 f          Y           G      y                            @                 H                                               -                 M                 h                 }                     x                                                 p                 X             )    P             O                 r    0                P                @                8                (                             	                 ;	           X      u	    `            	    X            	    P            	    H            	          h       	                 
    @            %
    8            @
    0            V
    (            q
         h       
                 
                
                
                
                 
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  "                   ;                     I                     V                     p                                                                                     _sag_fast.c __Pyx_CyFunction_get_qualname __Pyx_CyFunction_get_globals __Pyx_CyFunction_get_closure __Pyx_CyFunction_get_code __Pyx_CyFunction_get_annotations __Pyx_VerifyCachedType __Pyx_CyFunction_Vectorcall_O __pyx_CommonTypesMetaclass_get_module __Pyx_CyFunction_get_doc __Pyx_PyMethod_New __Pyx_CyFunction_get_name __Pyx_CyFunction_CallMethod __Pyx_CyFunction_repr __Pyx_PyLong_As_int __Pyx_CyFunction_get_defaults __Pyx_CyFunction_set_doc __Pyx_CyFunction_clear __Pyx_CyFunction_dealloc __Pyx_PyCode_New __pyx_mstate_global_static __Pyx_copy_spec_to_module __pyx_pymod_create main_interpreter_id.2 __pyx_m __Pyx_CyFunction_traverse __Pyx_CyFunction_CallAsMethod __Pyx_CyFunction_set_annotations __Pyx_CyFunction_set_kwdefaults __Pyx_CyFunction_set_defaults __Pyx_CyFunction_set_qualname __Pyx_CyFunction_set_name __Pyx_InitConstants.constprop.0 __Pyx_CreateCodeObjects.constprop.0 __Pyx_CyFunction_New.constprop.0 __Pyx_CyFunction_Vectorcall_NOARGS __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS_METHOD __Pyx_CyFunction_Vectorcall_FASTCALL_KEYWORDS __Pyx_ImportType_3_2_2.constprop.0 __Pyx_ImportFromPxd_3_2_2.constprop.0 __pyx_fatalerror.constprop.0 __func__.27 __Pyx_FetchCommonTypeFromSpec.isra.0 __Pyx_GetVtable.isra.0 __pyx_f_7sklearn_12linear_model_9_sag_fast_lagged_update32.isra.0 __pyx_f_7sklearn_12linear_model_9_sag_fast_lagged_update64.isra.0 __Pyx_CyFunction_reduce __Pyx____Pyx_PyUnicode_From_long.constprop.0 DIGIT_PAIRS_10 __Pyx_PyUnicode_Equals.constprop.0 __Pyx_PyObject_FastCallDict.constprop.0 __Pyx_AddTraceback.constprop.0 __Pyx_CyFunction_get_kwdefaults __Pyx_CyFunction_get_is_coroutine __Pyx_GetBuiltinName __Pyx__GetModuleGlobalName __pyx_pymod_exec__sag_fast __pyx_CommonTypesMetaclass_spec __pyx_CyFunctionType_spec __pyx_builtin_print __pyx_memoryview_fromslice __pyx_memoryview_copy_object_from_slice __pyx_memoryview_slice_get_size __pyx_get_best_slice_order __pyx_memoryview_err __pyx_memslice_transpose __pyx_memoryview_copy_contents __pyx_array_allocate_buffer __pyx_array_new __pyx_memoryview_broadcast_leading __pyx_memoryview_slice_assign_scalar __pyx_memoryview__slice_assign_scalar __pyx_memoryview_copy_data_to_temp __Pyx_PyUnicode_Join __Pyx_ParseKeywordDictToDict __Pyx__ArgTypeTest __Pyx_Raise __Pyx__Import __pyx_mdef_7sklearn_12linear_model_9_sag_fast_1sag64 __pyx_mdef_7sklearn_12linear_model_9_sag_fast_3sag32 __pyx_pf_7sklearn_12linear_model_9_sag_fast_2sag32.isra.0 __pyx_dict_version.51 __pyx_dict_cached_value.50 __pyx_dict_version.49 __pyx_dict_cached_value.48 __Pyx_TypeInfo_float __Pyx_ValidateAndInit_memviewslice __pyx_dict_version.47 __pyx_dict_cached_value.46 __pyx_dict_version.45 __pyx_dict_cached_value.44 __Pyx_TypeInfo_int __pyx_dict_version.43 __pyx_dict_cached_value.42 __pyx_dict_version.41 __pyx_dict_cached_value.40 __pyx_dict_version.39 __pyx_dict_cached_value.38 __pyx_dict_version.37 __pyx_dict_cached_value.36 __pyx_dict_version.35 __pyx_dict_cached_value.34 __pyx_dict_version.33 __pyx_dict_cached_value.32 __pyx_dict_version.31 __pyx_dict_cached_value.30 __pyx_dict_version.29 __pyx_dict_cached_value.28 __pyx_k_Epoch_d_change_8g __pyx_pw_7sklearn_12linear_model_9_sag_fast_3sag32 __Pyx_TypeInfo_bint __Pyx_ParseKeywordsTuple __Pyx_ParseKeywordDict __pyx_pf_7sklearn_12linear_model_9_sag_fast_sag64.isra.0 __pyx_dict_version.26 __pyx_dict_cached_value.25 __pyx_dict_version.24 __pyx_dict_cached_value.23 __Pyx_TypeInfo_double __pyx_dict_version.22 __pyx_dict_cached_value.21 __pyx_dict_version.20 __pyx_dict_cached_value.19 __pyx_dict_version.18 __pyx_dict_cached_value.17 __pyx_dict_version.16 __pyx_dict_cached_value.15 __pyx_dict_version.14 __pyx_dict_cached_value.13 __pyx_dict_version.12 __pyx_dict_cached_value.11 __pyx_dict_version.10 __pyx_dict_cached_value.9 __pyx_dict_version.8 __pyx_dict_cached_value.7 __pyx_dict_version.6 __pyx_dict_cached_value.5 __pyx_dict_version.4 __pyx_dict_cached_value.3 __pyx_pw_7sklearn_12linear_model_9_sag_fast_1sag64 __pyx_moduledef __pyx_CyFunctionType_slots __pyx_CyFunction_methods __pyx_CyFunction_members __pyx_CyFunction_getsets __pyx_CommonTypesMetaclass_slots __pyx_CommonTypesMetaclass_getset __pyx_k_SAG_and_SAGA_implementation __pyx_methods __pyx_moduledef_slots __pyx_doc_7sklearn_12linear_model_9_sag_fast_2sag32 __pyx_doc_7sklearn_12linear_model_9_sag_fast_sag64 __pyx_memoryview_refcount_objects_in_slice __pyx_memoryview_refcount_copying __pyx_memoryview_err_no_memory __pyx_memoryview_err_dim __pyx_memoryview_err_extents __pyx_fill_contig_strides_array __pyx_memoryview_copy_object __pyx_memoryview_slice_copy __pyx_memoryview_get_slice_from_memoryview __pyx_pybuffer_index __pyx_memoryview_slice_memviewslice __pyx_memview_slice __pyx_memoryview_new crtstuff.c deregister_tm_clones __do_global_dtors_aux completed.0 __do_global_dtors_aux_fini_array_entry frame_dummy __f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