From 88ffe73184b092d518bf0a9b2ed6d2a2dcc9db3e Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Wed, 23 Feb 2022 00:41:10 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- master/.buildinfo | 2 +- master/.doctrees/environment.pickle | Bin 96603 -> 96603 bytes .../getting-started/installation.doctree | Bin 5899 -> 5899 bytes .../tutorials/01-vector-add.doctree | Bin 27862 -> 27862 bytes .../tutorials/02-fused-softmax.doctree | Bin 34027 -> 34027 bytes .../03-matrix-multiplication.doctree | Bin 55900 -> 55897 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35766 -> 35766 bytes .../tutorials/05-layer-norm.doctree | Bin 32932 -> 32932 bytes .../getting-started/tutorials/index.doctree | Bin 15854 -> 15854 bytes .../tutorials/sg_execution_times.doctree | Bin 10002 -> 10002 bytes master/.doctrees/index.doctree | Bin 9700 -> 9700 bytes .../chapter-1/introduction.doctree | Bin 33772 -> 33772 bytes .../chapter-2/related-work.doctree | Bin 62848 -> 62848 bytes .../generated/triton.Config.doctree | Bin 13752 -> 13752 bytes .../generated/triton.autotune.doctree | Bin 14198 -> 14198 bytes .../generated/triton.heuristics.doctree | Bin 6493 -> 6493 bytes .../python-api/generated/triton.jit.doctree | Bin 8169 -> 8169 bytes .../generated/triton.language.arange.doctree | Bin 6630 -> 6630 bytes .../triton.language.atomic_add.doctree | Bin 8598 -> 8598 bytes .../triton.language.atomic_cas.doctree | Bin 8361 -> 8361 bytes .../triton.language.atomic_max.doctree | Bin 8598 -> 8598 bytes .../triton.language.atomic_min.doctree | Bin 8598 -> 8598 bytes .../triton.language.atomic_xchg.doctree | Bin 8626 -> 8626 bytes .../triton.language.broadcast_to.doctree | Bin 6793 -> 6793 bytes .../generated/triton.language.cos.doctree | Bin 5106 -> 5106 bytes .../generated/triton.language.dot.doctree | Bin 7532 -> 7532 bytes .../generated/triton.language.exp.doctree | Bin 5121 -> 5121 bytes .../generated/triton.language.load.doctree | Bin 12187 -> 12187 bytes .../generated/triton.language.log.doctree | Bin 5139 -> 5139 bytes .../generated/triton.language.max.doctree | Bin 5894 -> 5894 bytes .../generated/triton.language.maximum.doctree | Bin 6382 -> 6382 bytes .../generated/triton.language.min.doctree | Bin 5894 -> 5894 bytes .../generated/triton.language.minimum.doctree | Bin 6382 -> 6382 bytes .../triton.language.multiple_of.doctree | Bin 4752 -> 4752 bytes .../triton.language.num_programs.doctree | Bin 5533 -> 5533 bytes .../triton.language.program_id.doctree | Bin 5501 -> 5501 bytes .../generated/triton.language.rand.doctree | Bin 7371 -> 7371 bytes .../generated/triton.language.randint.doctree | Bin 8016 -> 8016 bytes .../triton.language.randint4x.doctree | Bin 7601 -> 7601 bytes .../generated/triton.language.randn.doctree | Bin 7413 -> 7413 bytes .../generated/triton.language.ravel.doctree | Bin 5117 -> 5117 bytes .../generated/triton.language.reshape.doctree | Bin 6151 -> 6151 bytes .../generated/triton.language.sigmoid.doctree | Bin 5138 -> 5138 bytes .../generated/triton.language.sin.doctree | Bin 5100 -> 5100 bytes .../generated/triton.language.softmax.doctree | Bin 5665 -> 5665 bytes .../generated/triton.language.sqrt.doctree | Bin 5133 -> 5133 bytes .../generated/triton.language.store.doctree | Bin 9802 -> 9802 bytes .../generated/triton.language.sum.doctree | Bin 5882 -> 5882 bytes .../generated/triton.language.where.doctree | Bin 9860 -> 9860 bytes .../generated/triton.language.zeros.doctree | Bin 6805 -> 6805 bytes .../triton.testing.Benchmark.doctree | Bin 28729 -> 28729 bytes .../generated/triton.testing.do_bench.doctree | Bin 11700 -> 11700 bytes .../triton.testing.perf_report.doctree | Bin 5731 -> 5731 bytes master/.doctrees/python-api/triton.doctree | Bin 7801 -> 7801 bytes .../python-api/triton.language.doctree | Bin 61816 -> 61816 bytes .../python-api/triton.testing.doctree | Bin 6830 -> 6830 bytes .../tutorials_jupyter.zip | Bin 55184 -> 55184 bytes .../tutorials_python.zip | Bin 45202 -> 45202 bytes master/_images/sphx_glr_01-vector-add_001.png | Bin 24970 -> 24941 bytes .../_images/sphx_glr_01-vector-add_thumb.png | Bin 15945 -> 15940 bytes .../_images/sphx_glr_02-fused-softmax_001.png | Bin 37651 -> 37626 bytes .../sphx_glr_02-fused-softmax_thumb.png | Bin 23955 -> 23750 bytes .../sphx_glr_03-matrix-multiplication_001.png | Bin 59332 -> 59770 bytes ...phx_glr_03-matrix-multiplication_thumb.png | Bin 34234 -> 34670 bytes master/_images/sphx_glr_05-layer-norm_001.png | Bin 32643 -> 32592 bytes .../_images/sphx_glr_05-layer-norm_thumb.png | Bin 20869 -> 20881 bytes .../tutorials/01-vector-add.rst.txt | 6 +- .../tutorials/02-fused-softmax.rst.txt | 16 ++--- .../03-matrix-multiplication.rst.txt | 56 +++++++++--------- .../tutorials/04-low-memory-dropout.rst.txt | 2 +- .../tutorials/05-layer-norm.rst.txt | 46 +++++++------- .../tutorials/sg_execution_times.rst.txt | 12 ++-- .../tutorials/01-vector-add.html | 6 +- .../tutorials/02-fused-softmax.html | 16 ++--- .../tutorials/03-matrix-multiplication.html | 56 +++++++++--------- .../tutorials/04-low-memory-dropout.html | 2 +- .../tutorials/05-layer-norm.html | 46 +++++++------- .../tutorials/sg_execution_times.html | 12 ++-- master/searchindex.js | 2 +- v1.1.2/.buildinfo | 2 +- v1.1.2/.doctrees/environment.pickle | Bin 96550 -> 96550 bytes .../getting-started/installation.doctree | Bin 5921 -> 5921 bytes .../tutorials/01-vector-add.doctree | Bin 27844 -> 27844 bytes .../tutorials/02-fused-softmax.doctree | Bin 34296 -> 34296 bytes .../03-matrix-multiplication.doctree | Bin 56178 -> 56178 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35818 -> 35818 bytes .../tutorials/05-layer-norm.doctree | Bin 32624 -> 32624 bytes .../getting-started/tutorials/index.doctree | Bin 15302 -> 15302 bytes .../tutorials/sg_execution_times.doctree | Bin 10002 -> 10002 bytes v1.1.2/.doctrees/index.doctree | Bin 9700 -> 9700 bytes .../chapter-1/introduction.doctree | Bin 33772 -> 33772 bytes .../chapter-2/related-work.doctree | Bin 62848 -> 62848 bytes .../generated/triton.Config.doctree | Bin 12318 -> 12318 bytes .../generated/triton.autotune.doctree | Bin 12222 -> 12222 bytes .../generated/triton.heuristics.doctree | Bin 6493 -> 6493 bytes .../python-api/generated/triton.jit.doctree | Bin 8169 -> 8169 bytes .../generated/triton.language.arange.doctree | Bin 6630 -> 6630 bytes .../triton.language.atomic_add.doctree | Bin 8598 -> 8598 bytes .../triton.language.atomic_cas.doctree | Bin 8361 -> 8361 bytes .../triton.language.atomic_max.doctree | Bin 8598 -> 8598 bytes .../triton.language.atomic_min.doctree | Bin 8598 -> 8598 bytes .../triton.language.atomic_xchg.doctree | Bin 8626 -> 8626 bytes .../triton.language.broadcast_to.doctree | Bin 6793 -> 6793 bytes .../generated/triton.language.cos.doctree | Bin 5106 -> 5106 bytes .../generated/triton.language.dot.doctree | Bin 6709 -> 6709 bytes .../generated/triton.language.exp.doctree | Bin 5121 -> 5121 bytes .../generated/triton.language.load.doctree | Bin 11776 -> 11776 bytes .../generated/triton.language.log.doctree | Bin 5139 -> 5139 bytes .../generated/triton.language.max.doctree | Bin 5894 -> 5894 bytes .../generated/triton.language.maximum.doctree | Bin 6372 -> 6372 bytes .../generated/triton.language.min.doctree | Bin 5894 -> 5894 bytes .../generated/triton.language.minimum.doctree | Bin 6372 -> 6372 bytes .../triton.language.multiple_of.doctree | Bin 4752 -> 4752 bytes .../triton.language.num_programs.doctree | Bin 5533 -> 5533 bytes .../triton.language.program_id.doctree | Bin 5501 -> 5501 bytes .../generated/triton.language.rand.doctree | Bin 6236 -> 6236 bytes .../generated/triton.language.randint.doctree | Bin 6875 -> 6875 bytes .../triton.language.randint4x.doctree | Bin 6460 -> 6460 bytes .../generated/triton.language.randn.doctree | Bin 6278 -> 6278 bytes .../generated/triton.language.ravel.doctree | Bin 5107 -> 5107 bytes .../generated/triton.language.reshape.doctree | Bin 6151 -> 6151 bytes .../generated/triton.language.sigmoid.doctree | Bin 5128 -> 5128 bytes .../generated/triton.language.sin.doctree | Bin 5100 -> 5100 bytes .../generated/triton.language.softmax.doctree | Bin 5128 -> 5128 bytes .../generated/triton.language.sqrt.doctree | Bin 5133 -> 5133 bytes .../generated/triton.language.store.doctree | Bin 9802 -> 9802 bytes .../generated/triton.language.sum.doctree | Bin 5882 -> 5882 bytes .../generated/triton.language.where.doctree | Bin 9860 -> 9860 bytes .../generated/triton.language.zeros.doctree | Bin 6805 -> 6805 bytes .../triton.testing.Benchmark.doctree | Bin 28729 -> 28729 bytes .../generated/triton.testing.do_bench.doctree | Bin 11700 -> 11700 bytes .../triton.testing.perf_report.doctree | Bin 5731 -> 5731 bytes v1.1.2/.doctrees/python-api/triton.doctree | Bin 7801 -> 7801 bytes .../python-api/triton.language.doctree | Bin 61816 -> 61816 bytes .../python-api/triton.testing.doctree | Bin 6830 -> 6830 bytes .../tutorials_jupyter.zip | Bin 55197 -> 55197 bytes .../tutorials_python.zip | Bin 45219 -> 45219 bytes v1.1.2/_images/sphx_glr_01-vector-add_001.png | Bin 25050 -> 24624 bytes .../_images/sphx_glr_01-vector-add_thumb.png | Bin 16051 -> 15769 bytes .../_images/sphx_glr_02-fused-softmax_001.png | Bin 38020 -> 37968 bytes .../sphx_glr_02-fused-softmax_thumb.png | Bin 24121 -> 24067 bytes .../sphx_glr_03-matrix-multiplication_001.png | Bin 58630 -> 59407 bytes ...phx_glr_03-matrix-multiplication_thumb.png | Bin 33800 -> 34233 bytes v1.1.2/_images/sphx_glr_05-layer-norm_001.png | Bin 32533 -> 33474 bytes .../_images/sphx_glr_05-layer-norm_thumb.png | Bin 20856 -> 21234 bytes .../tutorials/01-vector-add.rst.txt | 4 +- .../tutorials/02-fused-softmax.rst.txt | 14 ++--- .../03-matrix-multiplication.rst.txt | 46 +++++++------- .../tutorials/04-low-memory-dropout.rst.txt | 2 +- .../tutorials/05-layer-norm.rst.txt | 56 +++++++++--------- .../tutorials/sg_execution_times.rst.txt | 12 ++-- .../tutorials/01-vector-add.html | 4 +- .../tutorials/02-fused-softmax.html | 14 ++--- .../tutorials/03-matrix-multiplication.html | 46 +++++++------- .../tutorials/04-low-memory-dropout.html | 2 +- .../tutorials/05-layer-norm.html | 56 +++++++++--------- .../tutorials/sg_execution_times.html | 12 ++-- v1.1.2/searchindex.js | 2 +- 158 files changed, 276 insertions(+), 276 deletions(-) diff --git a/master/.buildinfo b/master/.buildinfo index e805456a5..15c835339 100644 --- a/master/.buildinfo +++ b/master/.buildinfo @@ -1,4 +1,4 @@ # Sphinx build info version 1 # This file hashes the configuration used when building these files. When it is not found, a full rebuild will be done. -config: 01fd3208581800c33b1bfbbe059acfe5 +config: 6652bf2efe5c4422cc1b6d7b8757f15f tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/master/.doctrees/environment.pickle b/master/.doctrees/environment.pickle index d91b5992a9d1c007f9c4f39ff83157325ede898b..689f436687c4fdb533e0e64f3297ed90f42d1493 100644 GIT binary patch delta 9039 zcmbVRc|era+V`*wn+SuJD}m0qpdg5ff*^|^+prEGD%-GggaKi2SIRcWrYqhDJKExs zwtLf>Qt!Q`RNl$1mP_gFx-VH)rm3H0S^7QCdB=hI{`~%!^E|)j?B~35e!us;r*68R zy6N8eo@Zrid&9h__Q{}rY5dwBiXGUR!FIVj5ax!!1doBe1LI+ZM}u=9(9<6b-#xO%mL%6B6!PIPo^6`Ptvcu2A;@)7au2}@PJ$w3vVDAuE z;pN-YaIkj-eBxEuJ23hG(Tg?EXI>DEh(*FX;X`4~w1IGR+yvMfF$(-IxrvSt778w* z!(eMzoER~MO%PRKY_yAE5%`S@7h9*Z2~dGk!g0fn@QKhC5djm!N2?l)4NdJ$!Vt#7 zU`k}7tD(9YwnU79?rJx9Ibt;USGu`aCcuTTk?=@ZKd1~3h4YaiY%E2@PFJRab77-J zcLehg=X066i)EZFdo9<)#S(-A9pWk1sLLX2xG$+`ZEh1g)ht9LYgm{#QpVh1ndc-J z5D`gJ5xF63oNINnN#x-a;C$FbcxRkO6ii{GVAJm&kUwz@>=^4QR!(8XE=rriuLeh9 z2p=uf8eD>e3Kc|#N5G}=BSAkgT<)by=vZuwMm!~t`HGjPvqvB|+)Ekux(HlRzX*45 z^%-j2IdQK`M~!QrKB6lSEs`7yshs2wv&Pyc8M5 zlY7wK`Fw^0eN(6AvwP6-4Lsd}E*Dqx!X9+S!b=_KJO2(|+=D*(E00Cgq3r#Y*^luu zN9L8Q?cCr%-?ysxTnGBWWfd>!LC^2uX%6(`ur<882W@QT84h%H_~%^LgH9jgsf0S@ zqxaM5nY`SQc`bD!&+S3q_vJ|rbfZrxpVotZxxwQd=;otWc!~qvdSW@B>_GRPeUWnq zy8oJ?-O{(ZrlkhzqbGULQ@^Hb3>=A`0qSwXpgUR({bMG0(esaSON2ax!p8Z*!k85- z3jUm?!6RvqOUq)|7pH|I)5b#Uv{*KcjsVD=Ho~V<{ynHFonPUi+sN=_nJoRkEo2_9 zoje9!iq^n$v1&LP9V*6}m@oLpc|t%;Abb+r9}DEb(70E@JUx<)m+gj3uYix@vRIBp zad89Tr|H940rnHprhxw77IESDy6wM;W)s*`D|Ov@>ST}fdq30h{3!X>6O9@CL< zX=d&KI%$@7SyaufE%gRtSA9|&p8~0=L97PqQZKPucuY3}n$p_Ybm^5W9ty$fMc`ed zh3C^Bg;(n|5SOtOPSD#;Il5A@Y= z+Mt2CbJb9B!V^jg7QnGA4fvL*!RzD@2rjGzUOh>4mm|sSEv$ztw{o>UI1DTa4pS*^<^{yoYO5g5I20`tyuxmf1@-N@@sMKw?@J;Lx9*^$-F>cmI9%< z8VI^Q8ZMSq!m$Dk?7Pz+mXsU8vzUAhjIStzJGhTKDxQR=3N^5)G60(Y=#Pz5z#rJ) zeZzA22ez@P@<}i?D4iEq86hD{BR07*4dm7YC}gj#o(X$0w12Hs!=~zakX$}V(yz$% zV12Pv8N4pLREt4gECBlr09CCHf^keib^c;S4etG#+9voJABdp3r=cQmoapGshU4_T z;BMVq__c#XM_kB*$s-!%V7_>Qk6 zkGPI^l1DtpH}_j?lEp^&xm^wZEBjloEe>G_ z0-)^iAZyyvVgi$_UoFFW6tz4PXw6$;2j0&HTEFPfF>z3Z#F_ip4za_7X|0--A&fk= zwe<1DcJI3K{e{HvWv0d}+-rjXa#RGp^khMhMV0nLRru)BBkral*lnr{( z5zge?;q47JSo$f=BpR7wApHKk9%dcT!u%ILL}m_u@np}dkNTxuEXR7_rO6DQIU^CV=wptb(_N+d%^4GFJ(1>;}z zw`yPaWW75Gw^qGTuM|1`=3!anpKmR2k#&;ZKBm;!(dGinI-8NWnxJg0)+*k`?JHZW zhSJA_tv9T>5?J%!Z&sqT2sd`&wqM@Xj0D#N;jby%9{2YIh9JPY<{u4;I5C%-I5d z-)UjSzikkG%!s7f3Yssq;Csjhcg`A-I0wP(&-HNf9O|ymZLt5m5lK`FV-D-#wF_F< zbl3(1ZeTei)T>9T;MW^kXgg{{VokihLK0{9u_|b4(n9K&Hc`!R`4y)1gKb~wMXC#K z!_eb4c;-H3EL*n(@%0ln*!QQ=LA|kG<7?wRE$si=2621nLD>cOKT)2K=TF+ieK*$e zfQS3S^;3Fr!5y2aJ#B-$J4QPxSHa}pv=DjL1_{??>;WnFg{RNyVeHRZxOdJ5LBHek zF>3@AT+oC2T`e5EV1u6)DG%rUize8-OzBr#vcb@;N<#`^e^U;3w`!s4vQ3=vvp>!X zdk=sQzSRq>KaOeQcQ)WZDPvl6r3#9!Y2p4Ao0#B=3qz%of2b1=xnaq}KiDAj3@yS~ z2)n9>erL6??Wzsd{b)pP9|x}2^zi6aEiAcagA2zykl*LQ!4q1@{@Dia{0~jy0moOs zhTFKvH*KQMo0k99B9ZNbJ^Xmf245aBBDpVt?VoGm!`n7k{a>S<;Qe91uXo(r>q zct>smNrnZ`ZI!zqqTMj(_4Umt8AOLWtAy1Xw8CA5!N-5;aEOO;sQXnbzVyIw={GbF zsUT_~{<2nV@xti)|G`zTO9*k@o0Y@nueGAp2eW?rjN88NL{;IkJGH zg$Z(wYQ;c5j9j=W&nVItb@1se?e72hGjM_HcjeLl1|0uGySr%si(=@hcfa=#zLQAr z&>-fccvpt948@xf#P+$!-2Nk2y%MvGWV@AE!5DT&iIs-35sKFt&K4-%z=>>t;>AX> zrHXeTntkK~|N34TA&Q-5c&rkm6|nXXdoWV%bGlj$X84kFSxnM?{C zG^B3OkhH;iq-)TSsKE-PXfTiD3>vyKKtnnP4T%^uq+rmHd_j{>l#iB_3mTFwXh^f5 zA;E%%)CwAsDriWjpdpQdh6D;4QYUCgnxG+Ff`&v18d4-^NRFT(ErN!G2%1>Bk3dTr z1P#4|qapEuhLi^yk{xJBbD$x?friuu8j>1lNN1oSk%5L31{#tVXh>V2q4#7oBq}m} zrJ~4W?UsHfu{Dv!upDtVkqu}1=aSesmLfuv*f2I(q$ja=85e&fv8WDGmz~_|Bi}pa zR&?@1PUx}|y61#MU!@*xS|{J&gf2RvZ=BG#4-jorCm-+IyO{_ll=iTaM-%Pj=}sua z31vE=-F8GP)5-TZq2C<{x2cogbwEOK1C9goRF;tbzq0y zgL-$E>4bDnD9Z_DJE0sWl zSrD2FsraWz5Uy!#G@5Z~Yy<|g(^w#yM#Zd7lO^9wV;U^-1rQ5U)|HrdVqt1wI;}wO+CI9(f`V)se1tN18cL_dYgUeKW(t;#c8man z$%**|7{n!|Y1&KntZPruCoy|QznsGS0>>B<#Q98I6Qxd1rxSWN<&&D9qu0xYjO^8e zr#`VD2PfFOsCR05eo~?iM;+Cxq<3<9My9?XKXGdB`o39(I$dIJA+EPq!~}bJv0TUA z&91@8mUc-BL__cUXy|1h4Q($PqChls3Zo$kL_?=38d_L1G$}MyVtE!@&GLk2HcMui zA}gDvu{q+oY&_<(#nEh*FG33OJ3&Ma%VzbWBZtkw&`B~4Vsb8;EYX?EN?4uvDVLS8 zXraqvI%5YO&s~xDmI4PT5TDPI*i^AHAOA~n;xL&?F-*@2ShAR}M>Iq1MI_eK zmx-VPmdnybO98f8C=M53SEXWXAr7NhEH1=4vEqwDR?N!8=prm>5R1sn6`vJhUWs^Q z7Me8CHVd1r7Ttt0#6!hcT_>uGv1F=vzZm^dMXaCjo6TmhT%n(h@g%WrHWJx1F>4Oi zi5J`FusME26S!J*c%$Lsp}9;auV2h^AIx$aR>@s3%S~7%_rNT-z$|ybEH}U`*WWCc zf0YycT9=g;{C~vy>KQsVvM=SeWHHuEJ&9T*C5LmAF~LCZics$|BLs zEoI>}DECca zGTgVy(Doo)FE*92SbT0zqfyCgr)Z_=jRvOf`C=z>%9)2sUPi?!`7Pyaq>A(%PZUSd zr}s7=e8>-#v&kxXFO{yu>B>|@RA6;^N0p^ipIyz=zKzWW#{erta|PCvS5}2eO?n;k zwU1w3V9geWDu%b3vpt2c0UIQ>$V-*Nc#rC%BHhRhvXp2yFh7;N*{X5ONUM?;Tn&yX zsPTKH?}I+%l~)t3(MY;w72OXrH&1*2g(AL^MXBTsSUYtvO6)6S9uKmM#m-7L4gYvo zE7=s4ya{_u+^A%uMQ#-?i$RoBv1paN3^Oak>#kyc_-8y)g_D*SVr!LnL^Z~%MM5?9 zMvoBRKU#%je1j$dFa>hYMFF80;4P8KC{8`w+8 znAaNE8WuwZ7OLnhwTuw4^=yO)oX65sbgEh=Q$QpBGLNOG=y0$M67f-Nu(&yoHDc4{ zjVuGrn`EYo+l?$sMd!68UhHVZFTPjmS%0smy7(Kza8yxZZ4)b0(LruWRq_WLk?9jf zoRJM0OD8*j3iZfSU6y`rtqltdZ6?D415ylX1DR=7GLr>s!nU^?*tT{;5{6Hz-*=8_NJ(;^= zJ{vSd=6-B%x4MDPYcsVPkkoNhJLj{Z0W$x9%;z7{0#6oa<};n&dR#nGA@rHC)AERz z-o^%soL1J~gPxU6%WyavGa>+YWvjg)Jt7pwPl-CPkP>z__hG%b%*wV)0(41?NuXjUCcoG+gEE5}xW|4_${r1>v z&@4JF_>m@lFm=BBL0B9yu@Ol_0&!lUltfYzNXcYMf+?9s$y7?hDbY|eijojY22wIW zOloK2yf)aItrhj{NX@lkdpnznf1z87iCMtX@o)OX0;KaO@g*X!SL`(s#mI$hhS#eO nIDa7)iV@ul*)*>=?a>(Fwg}tH5t)lvyw}_IXpVqI?7;s5?D>0_ delta 9142 zcma)Bdt8)N`uE{7Fd%YK6Hx@65d}pqDvE;0O>QF~1BeRhaOVgE3aF*YcC|^i#(l7( zwRu^swsO^+N_Rh%RyJ#^yJ=S2nr3#jwla0y?CL(xdB=hI{q_4}&hvbqb3f;O&-eSD z`QWPW2UmUV&-*8?Y^_^e*V2lik5AeBRh1h%3gJaxH=^8FO!6BsFfau-__cTjBKW|N1ZNuNNH5hZixKqSsh3PYdd7#Z9EI(cR!#C!F|Vdn2gVdCUaSr-p6c(mRJf9F4j z!6bY;(LlKocs*_yo=J|wdlKRUE%o(%z1r~Qt~oH(t2YrLe!M)I2!8UTQt;&_cg4qG zR6V&#D(@Q$1j(`)P))6j#&wg@f$PM`0~QFx?E#V8uy>uM^VWK3LkX$%k?+RB1pGBg zC%wYJh*Kv`kRfL9!Es3waQz~GTtK#TiVmW9n65QFk{*dsX~WSnbsDuBgGVm=$)mS{ zFHJmNcFuuB)w*|mdzZAt!$h2$=qnF~!UPqTN0)(*96JM&K^yvv1rWqDTA3INR=HpX z#Nv)0{bX%CjVt66AKdRh9If&3cp$--7K|1Gzb*B{J#i_tmZv9=4rp%ZUe(gs)l$ck zi&y(^ph53V_D4ffj9*)ewWY1Q&9QwD(R??Hp|GT*;1aJBx8PBF)g0;5KXnQk=r z+RviFje^G<7v*jg@_xR^bED8bV};p`!oCX->25T1$9H0`8x3o?SD1R-aOCdGqREX$ zKhiEr+$i$-Bp$?JeM$wt?h_)MRW{P4rip#hmEdA)U ztD@9

*ZzClx&*7PvDfosSZ;-Dq;tMj_lNKKPm_=tmoTMUERy8MI$i_M>}ui+OI8 zuwO57-6+vARMZga(e^&^x+XC^&9ODuGwbuw`MgZbaHAO;w}>h?O5Jmh$akYzJI0Aj zH<}&iFKXQ=E#ab=I^EK9g3$?Z^JLsMq|RP;d*`{xL~5|{0hc3vo`4Y#o*|472Q5N+?QLJty*}0_Bgz2 zb{Z7A+Di(wt5>JLe017yxo-{Vyn2&W{phrCD#I_-ts#w~(`zsenKhQJeo9Nn?bg}> zBb0Gn5QHD4`Fq=i8Aqi*>F&%A?QZ- zps8K+L3t$zpIsQH{HJU3u(FxzTpN$;En#wJE$Gp_G#86&3>bBN0)D)-76Te+ji}=K zWvv)P9UQq~z$wd@V&g&{$bEQ@8rV@AhV4HOrAC%xG;QBa%bnO^=J1?sBgyA1x7r2BSh0brG7A&iY~=Z=}|ax zBUFa#A&dqPhPp-*e#ZlC3XvNc=y`a!u?^4BE=4tM#E3#(3V+!%1jf=@=<%nfC78d+ zAWb1K41e2Pf`_TZ&E{@2)*0lDG#HJJmS#onVzkeoL5kQ#3VVEpi5&L$+!AH%F`0|y z?D4rHtnBd%Bi6IW1TG$AkI7qXWzWRklk72Pi|5&6z80^s$6PH=`4G7(q81-=kV#s6 z%^nl9_>ny(XW{Ql2@|upjlDYdjO;NVi)8kgi^W{_n1@9%d(6S2nmy)UA=qQ?6>HgJ z-t7_hv&*C_`q(4F9VGt19&@cYz#j9gc!fRYSaFg)=2vl+J?2(%i9P03@n80sQ-zO? z66RA8#vXI2h-QyzR7_!SVGp}$>@t6fLiU(DMHPF@o1&3D=1kGW9`mKRn?2@AVP}td zQfz0BDN^iZkLgkTg*~Q5ahyG-Me!bcOo`%C-Jr>X6d#JK9AqvOgZwCA9uz~!>+bdG zYOm|;yR&biXm(_`#sM167#*A2X0sFOIB#9AIijOjbKYEe9q^mA?HJ$HfjifSV#wV? z9j|sJ0D)-^<7z6lbA1>F{5I0DYmEtT^T#PzdRHnPsaEX##OV0;_E;b%6l?B@cI2D0`AY-=+*40lr#ZEc~BntN{7oG(HDdTc{z1HbM z#xT6_%t}k7p#ZjsuN7)PQ zu6T$u%5mjI+V2PdrPbYgxD8jIH9FG&JQv6bbv*PJ8a_Mvm)0pq+7rOXvF&AAO%9JZ z66mFzsjrr*2!w#a?~Hi)J*R960IQpl)84O_#evl7vG<*L&ws5hZf?V-?~VBAStnlp z$vTjq2jk@r%=qrlMr=Ii#4Z0;nZ(s~_?xednEas=&z#g^8dnd-jTg+g_wPph^@0;0 z`3F5W3&&ykMKi8@%ZMi~I&r}bD*tg8PXED(@)M`r=1;?8MW7M*r_1D>dKzEdXHLv~ zlh#%-`7nIxb2CQ$jXsONaLSp3wJJpGbuuc5O5eQXl(sZ_fOvbjO3qhJvMHT%-ulXk z;u~IoIE??=jFsOSanILI{NW3p`y}-K){GxqGU6TII`PJbyrN9}EAZ?EBNl(>#D-Hm zg4^0>}%AN#z z8R+Q4AAWY?3;*PG8;ixinsMj*MttK}CtiHlN@^i;%WY7PC*Ct|*$z$&dPkdqrW^*# z{{Wcr`*)0Tg%{<%@uih@#AQwS&4* zAw{taZ{B5;XZ$F8)NY=Rk`)d3({7{OrKjk{tF#<0T_GyX>J4Y%K_3oZ7!Un31kelrxHU!Y912h4 zgWHUU+J-?2odw%M4?RB|{JfQSG8_Um@6sqJ)V%B{IO3&phmM10E!I084r#ISiEu-U z)l7zQnn#DmYRwxl6^3bES_-VwyyL0xs+X(>+ATW3SO&GrJTEXF+LR8DX;&RZK1vD| zc`F@MY;ipdC0Kdp$aT^D36s68NQAn!xD!K>l-pG zZpg5*Ayda{fGmp|GOTFGu$&>oT80b@88WP5$gqSV!}5g;YZo#sT*$C$A;Xe|4C@s# zELO;{QX#`Kg$!#HGBteFL6+qS8UDN{!@7hFixM)dNXW1pA;VgP3=0u5tU}1J1R=xv zgA9ugGORqvu?o5~kX8By&VJNG9R`FC?6AlKnLN;Z4^-@dN<2`h2U_5Pwhll&v}*&PT|DZ6 zKJ-8rJkUoT$T)J~B*uH7CJ)p+5S5CSflvq!w9f;1MQB~HqP7cf59D(T9r`5~OaSGw zFb`tLtjvR0Fv-XAU_6;u^B{`M#XNc`nxuC=OdvBUAI4FzI3FU(v})$Td{y$9d@xXv ze{hi|c_kmB$MKQWtFO1L>S{ENUVWy?lv|vXI&)f|Xp&P4RPo9JRrwCh zY%c&Kwefm^>ie?-h$f^fR3&2zX?RVtq!8xPnC*oyJc7Rx?Y%+figI&NZe?y+a$?f7 zKDwk5CV7PNd-#B~_xhP~b17$rmZL(0voiDYb24)Zk`t4YR9t;DYUP6}GtC92%4wwOBxAMP5Y#ufV|Cfu_vz@?su*qBeLQ zioI9Au*5Vkm&&HPM?k@x%(8L{(vtEtT_yY1wLch`S)4tjq@t|cJ%%RvQ4y_)R;Rzy zq=8KZ=9QJ0&1xZ&2lU`?&MYsX2@Wh8kXKNam1&|;rwk|=kW)}tWG*kuoH?+5(EJLM zDYLYK)?1&L{WP08@WlHo~_ zDUo;1hX-Ma^e=`SXq5AdAs^D@BgJ&g*UQtzPzD*&SOSZoNcOO)lV{mf$mykIvZTEf zs$r@8rWBS!wKOfD*JP30#%8hnoK3NuT1Ls5O8P73p)z_BOXXW-6ki}mo1q+L%avwA zLcYSNKn^XZ_HtxLIki_Q-zuk0=E=AUD27~ldj&nlu@%(N*$S$&Oirkz*0$0=E%M$< z8vb(mW+gQ;U5;5uX1?rPNTpijQ9|-xB~)r`6=XrStgnJnNR=;CQFe;-T104uG_$Fa zdlnIk<;#VOsfA3rcQGsuW{#kx;**<9p&Y&hOzK+3rZ&N*_TT}v1va$<52y{WDc-ZG z<+rKTx2eUqskMJVsSleHA2y{uY)X3Al=84C;bBv{!=`RiY)W+4l;*IBrOa?PB{^(L zaoCjLuqnM^Q*y(m)P_xo4V%&$HYGJ|N@>`X(6A|;VN){W0i`l*>K4SNB*p_uVc3+w zuql0EQ}V(_>LQc7XLVsy;=-o1g-uBdn^G1wB`j=8SJ;%SuqjnxQ|tHuE#uB=SO6vR zYBfwJGqHyLIxCS&Y9K+UuAU<0l^Pf(_tZcHJ(ovnU@|?IU)R7)ow|C8l^2)7K9V<7Hsx`gc0(5tJ>+eTdvJCumEa^nL zmfx`q#_QBwRi->mKHswj(nEf78BEuy`>FyJr+)%{Wa4tFy_jpy*J>}ShtQzbc8hy_ z#j<@lRb(kBDzpaqGcCw9e08t2NLuQEZax?J%ODFisIItbw8C`X8mLn@T^3bJc3U7= z$LdiuxF=-Pse7*$_Y6WM{fRnEr|!VocyY$x`eW0_-_>)a%&3JFow^e1=B8uhkqYp; zm7OaO)WU42kzd!s3>|AvahJSOOMiTp*3o(_l+|^Rs$&%@Y}&w%)vPPkgwyjw0AlO4Dz8BkgMZUp*LJ+ zq`*jdbp^Ci)5}_+kjyh|X3FcWFki=~bZ>^--wN^aQZo$I-`^*m9<6q6a~o9X`1tP4 z)AC1JiQmg*x)s9X)TQqIq(biR>mAa$s%5pMv&*vDLc~IfKxNvr%p3`A)b?I0jMQ17)6TZTswr1V6qSo zYhC!YHZ)MjGl)WDUgP2DY4Mf}v?_6`_1QuX(gmakva-r7h?iMXDW(Wwp?p=JNc zm2GKlZQ$B0oE}*TBd4j#4p-w1trlxj`+$+YsAUAUTDrQd4XY?ewL70`hO3${X$AZ{ zEnQqsWhF$?d?s@e%SkjR5u7A*V&G&pCo?&T^4nYIcrn?uKl7b@q0{JbHDmX=c`HD4^H#-qj=m8sr&5`X^mA%H{Yqkgb2h m4OgzALV5D&8kntr+7-={K5MBxvn*N*8T#j3QM1IgaQuG^EMSKK diff --git a/master/.doctrees/getting-started/installation.doctree b/master/.doctrees/getting-started/installation.doctree index 036740ee443b65698deeb99537a4c6e1d79a1b9d..f8e644e65802581357d559d1ef6a0bcbf5f6e320 100644 GIT binary patch delta 21 ccmeCy>(<*4$jFgYRGOJ>R%*IAl5vwL08y3)P5=M^ delta 21 ccmeCy>(<*4$jD((n3G(VoSCyZl5vwL08t_bZvX%Q diff --git a/master/.doctrees/getting-started/tutorials/01-vector-add.doctree b/master/.doctrees/getting-started/tutorials/01-vector-add.doctree index 2e3c9c872ae780e1021939d3f78eb493e503c691..9d467b83c15d57bcec374e5b560501ae1eb52349 100644 GIT binary patch delta 114 zcmcb1lkwV3#trt297#o`nb~HgrkmXv#e6x<&Gak`fWT<8Vc---4r4tFLqkI|y#UuZp)kM$0*kJO-;1f{Rybu)#YxD6CehC0Fb|Yf| diff --git a/master/.doctrees/getting-started/tutorials/02-fused-softmax.doctree b/master/.doctrees/getting-started/tutorials/02-fused-softmax.doctree index 435919f9cb3167042b992dc68420456d52708d84..1cd94378289b64928c0881d6b2cf2eb597eb7d36 100644 GIT binary patch delta 251 zcmaFe$@IFDX@fl@M^aH~X0}1KCE=~xakJwpp1G@mS+m;~e)7+V-vnoVv`Ji}qB zXJ}$zWMn=$I!Q^`$jHdT&`3c+!O+rD&)Cw^)WUf3gd}}7OH&gQBa_KTflMOx(dHiG@yYti z16_~(8x!Z=w}RuOnW(z+;btqlNQqLamUpDBE@UC1B9u5P%qE48pzD*?g>pb=H9+-d zPcMT?@US*z)Mc`q5Pj?*EoxA!e(hao2M5&T2Re*ma&$gO3aRSsw_D)iJ-V$H_UEs| z2!vt%Y%XV%*HLEu1y)f>F&12_ntel)of50+=BKjTd@I<)Zz6*>*m+`aFb%k8=tBnb za?NaY`?^W-4ud_V8@vpf4 J@5B4&{{Y++x|9F_ delta 2179 zcmeHH%W70x5GDAab7syIG#iFnRCIp1BZTquG397ZS)UJ4Vv9&*JIVHRr~X+Jzrk!+52$c|L0%qJvlc> zx0aXgE?r;VI6ZgZ*?=j`BSm-d`I&){M+kd&ZBrJMgcBESN(-x!D77s!aZO&Md$&29 zFF}dbtafWJ{+XAcD4ZjAD{sHfTaa?~lDiA<76#KlpI){c9HO<)I$1pQh6BYmObvs0ANzpKXfiD@g0X{gpVj?5#o(c45 zwVBLlHd9o~l^X_E1ze0`GZ~INjde zfUf}RhG595C}x9d_!Vd;!FN;`lMqG2J7O!TMX}T{5EaW~wsc4)jwUClE2Nk#?GS-M zg9%w1#zpb*lAz;KutqT{4C;HOps^VPJZwUBX&8WD3XbPZ;?G$||;Sxqs@8G{=( z)%xv3r_jlmt%{Dt^AxlYT(GV)kt4RMLDAklc=L4k0kGW%U`8Ik`vCk^55U3h?DoC6 zQ{Bhy#RJ;jxW01d_LbGP)gac?{n+08_ei_g{&v%@URk=ia(VUm`s4LS>-X0eukBm= MqvOW+4_6QU1hP-O@&Et; diff --git a/master/.doctrees/getting-started/tutorials/04-low-memory-dropout.doctree b/master/.doctrees/getting-started/tutorials/04-low-memory-dropout.doctree index bca2778cc3f5d849c838d120390458ce087ec046..a0d38d6f4d74f3b581c093e452399d0699f755fe 100644 GIT binary patch delta 45 xcmdlsooU;2rVaLt97#o`nb~HgrkmXvuV*t^noU;7Jq4oP$1dT_ZmbYENi1nki*QJ`CAD#Ha6)*w6RKJCjr#Zv9^UeIe`>oHm)@NH^9*-uk-<}@7(Nozx9evuKL_u}0 z+0KHhZVfQaw%Y?0-0n@m5P&)MAoh)znM`x-&sw#@NnAo&cpiw1r)$- zim6&EG7qEJb6*wKi`@^0j)kO>XwFh9qKwej7KMxqV~U(&$Dm%!*`r_}wePor6_^GN zE>Q!C+xOkoL`t=6k~Wzw#x)q6+oRe3UKI5z(Tg35qEz?xa(3{-)NFW8Xbw%=Q_Qgl zCcpPm`b^3mhB)^c@xYn=5-fpJN<2i;!6cIvFof{-W479>1w4EZa5AVl*S0@D7<*KW zXwT-HDI^U_wDb9*GYJ9gF{1>kU~Sj)Cu3Fdkc+PW(@s$h8g$x4dW}D6aIK=$-gS$6 z;YvJs&7BsR#O2Y=SC>cg&DU)l{g3_MjJ^9i_RZDZ+lM!*di#9*ZMff`Jm~L_>ytab E0A0o2YybcN delta 1046 zcmeH^ziL%M5XQL?u7^WR?l}fg2$y4{mmtf|?EI|+8ylN+B3h+MLK+(ptWudeo5J4P z*obhOboM@hrH^6hoRiWw5U1H?+4;>k-?u*BTAy!ydpc|K+q0v0M<-{S=d&-{jVASy zUFz>UFO3ss#Z0XZQ6$+?9tO^o+@t^x0~Sn%jO=lDOsqf!>c!5gu|%B3xnA!)erTSk zn2Wa%gh7C4LXjjWr7&IYemqo99%Ut15-cIe5_h#^oDsMMie`ft6cmz@#0@4Lq5;Z; zqmIyB7{##u++8)JSXHFjES7UccY*q3vA;J$6$HnIoMH$A*4K-JR}^}tXU_?^kZB8n zg{*ut7d2r4HH+3*zzds>I^(}1V)hn89stU;B%!3@O6v93Vzr0iixPyTNS@4$!=wG~ zU@jUUtS>sc@lJv3MYrsoU8cQ8JsS2%z3!gP!w)yR>{m_1L`<1$?xk1HAz@rf5(0oy zecvx12uhJDq<~;9#jcKTzqvZ@Hs7~l_CNN2Gxq-P*f*c<-#xrV1oi95kLmny`e-~q IuTSs&0c)7vYXATM diff --git a/master/.doctrees/getting-started/tutorials/index.doctree b/master/.doctrees/getting-started/tutorials/index.doctree index dd1e03eccecea575373366d6ac90a7631cd0a9b5..4981d967f4bccbc817fb206e89175e22b5ee1fb3 100644 GIT binary patch delta 21 ccmaD?{jPe04k z;WRY1f{1N4WX@%iGP5!;(=)d;gUcJhL^ki>tYQ&2)H63QMMwfQgGDxb@|CfO8k<=l zq>QW#jr4#bo399!u!tMzSr}O&Bn_=hz#^OD#n-clAX{f(WniFZVrjNnN#+9=0IN+p AtN;K2 delta 213 zcmbQ_H_2~95hI5|VNP;ca%RrvDn?UA4ns3N6Eia{t;speQj;$-xkk z;WRY1f{1N4WX@%iGPN?b)H5tYQ&2&@(bKLP#208G%JMd-9dBh?E=kr$xQ%q%n1|# delta 23 ecmaFU&h)08X+t0*he2UZa#?a_&gMwQ$xQ%qSP3-% diff --git a/master/.doctrees/programming-guide/chapter-2/related-work.doctree b/master/.doctrees/programming-guide/chapter-2/related-work.doctree index b5d4c1b252b9f443edce6a2c57832400dd3edae6..d1bdeb3d46cf5e941b788da99011b9ae0f9b1d8a 100644 GIT binary patch delta 23 ecmZp8&D`*sc|#y0M^aH~X0}E=jA^)CQ$Z3zqj delta 23 ecmZp8&D`*sc|#y0he2UZa#?a_&gMu)^)CQ#`3Wrm diff --git a/master/.doctrees/python-api/generated/triton.Config.doctree b/master/.doctrees/python-api/generated/triton.Config.doctree index 75a93c16b8b25aee79265c1b49a45912646d17ac..30568237c567c7a8541c43e96f8511eecc7bbf26 100644 GIT binary patch delta 133 zcmdmyy(4==Fe67&QE6tjS*hvdd)!)+`P8*HZ(v-9BAT`N0y7&2T;1k-+?!G4^ER{d geddSD1Ibk}G@G$Th+QE6tjS*hvdx6E3Tdl|1F3zTfW%fx|DviU7@fhYiZY!#LO delta 56 ucmca>bk}G@G$V&WVNP;ca%Rrtx6E3Tdl|1F3zTfW%fx|DviU7@fhYie!~kFd6hQz0 delta 57 xcmZ4KxYBV$HzS8ZVNP;ca%RrtTg+OU_cDqy!9_OTVrFH7^MLXdo8!5>!~kX>6r=zE diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_max.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_max.doctree index d97b18efefaabe691215cf4799a5c6b6b4710151..38c37a3005718e34e8e9f8842d132b1785f55ff5 100644 GIT binary patch delta 57 ycmbQ{Jk5DSHzP+*s5CR%tkiV#OhzXrIB)VyMy<`fEbmxQMRYl11OY$`6Bz&i delta 57 tcmeA)?KIsmk&(loFekYzIWuSTOhzXrIB)VyMy<`fEbmxQMRYl11OY~^6MO&w diff --git a/master/.doctrees/python-api/generated/triton.language.cos.doctree b/master/.doctrees/python-api/generated/triton.language.cos.doctree index 2af644f068e8cb73cf4998a297de0caf783b0a2f..01bd3f74d3fcb4a3ec63b862d080dcf083f26e29 100644 GIT binary patch delta 57 vcmeyQ{z-j9JR?U^QE6tjS*hvdZg#EB6B%Ekh!k%A%shb^u4Z#LdpZvQf;$yj delta 57 vcmeyQ{z-j9JR^reVNP;ca%RrtZg#EB6B%Ekh!k%A%shb^u4Z#LdpZvQht(Cm diff --git a/master/.doctrees/python-api/generated/triton.language.dot.doctree b/master/.doctrees/python-api/generated/triton.language.dot.doctree index 404e1cdcccb0f69d3d8e7bcf8cb271218e906284..f59efb17471a5a9b0f7492df267fb9d375c13496 100644 GIT binary patch delta 57 ycmaE3^~P#LJR?U^QE6tjS*hvddCXdyCo-}!!9_ODW4_1==KR%$wV7Q5EwiHt8%L<%>5W}eRsSF?E*dpZvQRtFTe delta 57 vcmZqFXw=vc&&Xj=n3G(VoS8Fu7Q5EwiHt8%L<%>5W}eRsSF?E*dpZvQTcH&h diff --git a/master/.doctrees/python-api/generated/triton.language.load.doctree b/master/.doctrees/python-api/generated/triton.language.load.doctree index c7b61d70a9a6de55184d4a1c5a44505f8187983c..dbc7fd2fbe57fbdfc9ff11ce348f261370d53e63 100644 GIT binary patch delta 53 scmbOoKRbRyA|ppqQE6tjS*hvfOh$GDZ?Y###pVx8fe4Y!o-9Gy0Qq1N2LJ#7 delta 53 scmbOoKRbRyA|r=EVNP;ca%RrvOh$GDZ?Y###pVx8fe4Y!o-9Gy0RDCoY5)KL diff --git a/master/.doctrees/python-api/generated/triton.language.log.doctree b/master/.doctrees/python-api/generated/triton.language.log.doctree index 7e54f337564b154eebaa8d9420862f1e7d2393f4..b03c1e1d0fb6409f8fc4b7be2514d5b2e58d8ac4 100644 GIT binary patch delta 57 vcmbQNFjKnRz2KT+QY+?CCrJW2+S+ delta 57 vcmbQNFjKnRz2KT+QY+?CCrJX+;%< diff --git a/master/.doctrees/python-api/generated/triton.language.max.doctree b/master/.doctrees/python-api/generated/triton.language.max.doctree index a3f048f9b4b8d44bee05942a01a2a3f2e2644586..d2aec5c22376ceaf5e08f0f00ca708e6dac5cc46 100644 GIT binary patch delta 57 vcmZqEYt!2h&&ZKfRGOJ>R%$xAhgoa$M8?kukwL^sQEUf>4+nl}__ delta 61 zcmaE7_|9-cIwOZcVNP;ca%Rrvd`1-}IB#-3qt;|OPPfh6EDu>wL^sQEUf>4+q2UzF diff --git a/master/.doctrees/python-api/generated/triton.language.min.doctree b/master/.doctrees/python-api/generated/triton.language.min.doctree index 96f3071efed750dcdc732b7666e50c18ad052e85..13657c6b7bcdf879d8b25f1046b38e714d76a67d 100644 GIT binary patch delta 57 vcmZqEYt!2h&&ZKfRGOJ>R%$xAhgoa$M8?kukwL^sQEUf>4+nl}__ delta 61 zcmaE7_|9-cIwOZcVNP;ca%Rrvd`1-}IB#-3qt;|OPPfh6EDu>wL^sQEUf>4+q2UzF diff --git a/master/.doctrees/python-api/generated/triton.language.multiple_of.doctree b/master/.doctrees/python-api/generated/triton.language.multiple_of.doctree index d382768d598c7e7476a644b52a5a1f93df81d453..fd3233c82aff2730e8d53efe85fd520430bba18a 100644 GIT binary patch delta 56 ucmbQBIze?qA0tOnQE6tjS*hvdT})b&4={d$3vAxSvqX_cC%Y!9_NoWnRnz=KqX_cC%Y!9_NoWnRnz=K%pqJTB9s3xdu%?%*Cqe}wLlgr delta 61 zcmca$cfoE$IwOZcVNP;ca%Rrve8y-dIB#-3qt@m>%pqJTB9s3xdu%?%*Cqe}y>1qa diff --git a/master/.doctrees/python-api/generated/triton.language.randint4x.doctree b/master/.doctrees/python-api/generated/triton.language.randint4x.doctree index 808946294b167815639bf670c222d3f857f4393e..a25e4c6efc3eea62a23aead4b7a28bed31b7e9b0 100644 GIT binary patch delta 57 wcmdmJz0rC@HX}z;QE6tjS*hvdL_V#}a~Um}kVQ&12eGho!9_MF@&)h%06x+Z%>V!Z delta 57 wcmdmJz0rC@HY0~YVNP;ca%RrtL_V#}a~Um}kVQ&12eGho!9_MF@&)h%07PsPFaQ7m diff --git a/master/.doctrees/python-api/generated/triton.language.randn.doctree b/master/.doctrees/python-api/generated/triton.language.randn.doctree index 248332bce8002acdc383e3b8a5cda0e90c14855a..285ff508c2daad2150dda96cb6a13e6f30fde357 100644 GIT binary patch delta 61 zcmexr`PFhmG9yP)QE6tjS*hvfY{p delta 61 zcmexr`PFhmG9!mUVNP;ca%RrvY{pw diff --git a/master/.doctrees/python-api/generated/triton.language.ravel.doctree b/master/.doctrees/python-api/generated/triton.language.ravel.doctree index 73217adeb4fe24b54a5d87d52102b1615a1e65ca..5c4de2d72ac1a348071da0d7827f45b605c6dbc7 100644 GIT binary patch delta 57 vcmeyX{#SiNG9yP)QE6tjS*hvd9%il0QyJeQL^k&@v$G(}=WXWX_`(eUa|RTV delta 57 vcmeyX{#SiNG9!mUVNP;ca%Rrt9%il0QyJeQL^k&@v$G(}=WXWX_`(eUc_b9{ diff --git a/master/.doctrees/python-api/generated/triton.language.reshape.doctree b/master/.doctrees/python-api/generated/triton.language.reshape.doctree index c334b5ea2afe40cd034f31c0c537022b6fe86549..dc7c9e6bea791978a8791cb1e85a2cf3f341a352 100644 GIT binary patch delta 61 zcmZoSXgAo9&d8BeRGOJ>R%*IApHYtq&YPUisI~b#vj7W<$mH|P-kW1MR`UY@cHb0T delta 61 zcmZoSXgAo9&d6aR%*IAlTn-r&YPUcs5SX4yT|5V%nO-OL^q#hci;g4h4d8W delta 61 zcmeCx=+)Se$jD((n3G(VoSCyZlTn-r&YPUcs5SX4yT|5V%nO-OL^q#hci;g4jh+=r diff --git a/master/.doctrees/python-api/generated/triton.language.store.doctree b/master/.doctrees/python-api/generated/triton.language.store.doctree index e22092ab854ab54491f28fd17f34a6a0362f1528..de45158b4707a73f3f5f5a8d9f54b379be70e963 100644 GIT binary patch delta 61 zcmX@*bINB!G9yP)QE6tjS*hvfY(`@yIB#+`qt@mN%&XW@L?&Ng_T2oHJ5&k)vS1bd delta 61 zcmX@*bINB!G9!mUVNP;ca%RrvY(`@yIB#+`qt@mN%&XW@L?&Ng_T2oHJ5&k)x{elM diff --git a/master/.doctrees/python-api/generated/triton.language.sum.doctree b/master/.doctrees/python-api/generated/triton.language.sum.doctree index 27d07189e7fc182f3dbb9cf4a7e448c96e6edaa3..d2b798491dc648a4d44db00209bdd02956c9fe6c 100644 GIT binary patch delta 57 vcmeyR`%8C2JR?U^QE6tjS*hvd9%il06B$1vL^k&@FJ(oRFWkI}Gk_NWfiM*{ delta 57 vcmeyR`%8C2JR^reVNP;ca%Rrt9%il06B$1vL^k&@FJ(oRFWkI}Gk_NWhfWok diff --git a/master/.doctrees/python-api/generated/triton.language.where.doctree b/master/.doctrees/python-api/generated/triton.language.where.doctree index 736b1400d158f548463aae3e53d178fbf3a333dd..9f975a62476a5ade1655b551051d70d48668644f 100644 GIT binary patch delta 57 vcmZqiZSmcZ%*c^cRGOJ>R%$xAflF)iRL1`(BE_5eSu)w+YBo1;vB&@bQQ8xD delta 57 vcmZqiZSmcZ%*bI-n3G(VoS8GZflF)iRL1`(BE_5eSu)w+YBo1;vB&@bS9BBG diff --git a/master/.doctrees/python-api/generated/triton.language.zeros.doctree b/master/.doctrees/python-api/generated/triton.language.zeros.doctree index 6f15915e431c0a3a12ffe764c496c19b7685405f..c6962c37cbde693edc4dc97410e8d17e730d9ba1 100644 GIT binary patch delta 53 ucmbPgI@NSTG9yP)QE6tjS*hvfY(_OEIB#+_XYpnpmULFQ$mVKJDM0|?ZxI>* delta 53 ucmbPgI@NSTG9!mUVNP;ca%RrvY(_OEIB#+_XYpnpmULFQ$mVKJDM0|{g%N!K diff --git a/master/.doctrees/python-api/generated/triton.testing.Benchmark.doctree b/master/.doctrees/python-api/generated/triton.testing.Benchmark.doctree index ff887c806b033b51f800148f7df0d78559ce1f24..46e69283ef5b6470d8ecb36875535a2739585b62 100644 GIT binary patch delta 147 zcmdn_fN|#o#toT_97#o`nb~Hgrke{H8=2s|$%TwslXbQ2HYc$p2xE#GNw8t4_1e5e i%3T0O?Pgu=E>mQYgw67a7no5*Cd(&^Y|c(S#{~d=n=#@5 delta 147 zcmdn_fN|#o#toT_90r9s$z{ozIhzX^8=2s|$%TwslXbQ2HYc$p2xE#GNw8t4_1e5e i%3T0O?Pgu=E>mQYgw67a7no5*Cd(&^Y|c(S#{~ekfilSe diff --git a/master/.doctrees/python-api/generated/triton.testing.do_bench.doctree b/master/.doctrees/python-api/generated/triton.testing.do_bench.doctree index 395d7033317dd9e7566d2e45af359fb341499aea..758364ff013ea3f865a62e6c9bd1895dd0d535d5 100644 GIT binary patch delta 57 wcmdlIy(M}>6C+1bQE6tjS*hvdT0yPNTNneFkVUdKm$Cfkfs1Ue6*QLt0CENty#N3J delta 57 wcmdlIy(M}>6C;N~VNP;ca%RrtT0yPNTNneFkVUdKm$Cfkfs1Ue6*QLt0C%7jAOHXW diff --git a/master/.doctrees/python-api/generated/triton.testing.perf_report.doctree b/master/.doctrees/python-api/generated/triton.testing.perf_report.doctree index d8d51abdda1ca6035bd03c21b6007a839b2ae3c7..e80c619a60fe9c53be9fa70672a8464a1bccad0e 100644 GIT binary patch delta 57 wcmaE?^H^s?HzP+8ChYeneX?C7Y3 z;7ta}Uvy?f)8XKL0m*3~HFci0Xu33gkev@wlkLZc2)WITAG=?N@z7U>UIkz4@s^@ehZ%@dN=A-Mu3x+Y}{7SVHQ2e63#$-t&oE_*%}wc5GZ)cWSn z#G*E&a0eFAs$y*JomPsL95!z#--W7s^MT4cs3KthbJa*9h1bWfByc*I-6V|^Rv)|4 zH>6>k5Bga2T zzH&{ku zv&-f{ETSyiP{Z7Rv;2-JNaij)mjq6C+WWU6`E%j9^v(WYL3f4?_e1arX|- delta 1353 zcmezIi227O<_+PD90r9s$z{ozIg<}E`EFjr$cqr!e2__j1zA3E@`Z4g&3^1`Oqikv zIgcQ80?mS`{ltBp6|Q#kML}z3IB)VrL692O%~hfkkj#ULR!HnYG7l!YNXnHBVZuQs zzsdWwgck=WA{h%2l-Rsa8ChYeneX?C7Y3 z;7ta}Uvy?f)8XKL0m*3~HFci0Xu33gkev@wlkLZc2)WITAG=?N@z7U>UIkz4@s^@ehZ%@dN=A-Mu3x+Y}{7SVHQ2e63#$-t&oE_*%}wc5GZ)cWSn z#G*E&a0eFAs$y*JomPsL95!z#--W7s^MT4cs3KthbJa*9h1bWfByc*I-6V|^Rv)|4 zH>6>k5Bga2T zzH&{ku zv&-f{ETSyiP{Z7Rv;2-JNaij)mjq6C+WWU6`E%j9^v(WYL3f4?_e1DGL|0 diff --git a/master/.doctrees/python-api/triton.testing.doctree b/master/.doctrees/python-api/triton.testing.doctree index 2803c678245239a6babd69f408493f17d90d9dfc..866ef25133063b01636ef299bd801547dd8d69f5 100644 GIT binary patch delta 128 zcmZ2yy3TY%C?iKwQE6tjS*hvd_v}8CS29*03nXmrWV*wQERwqU5}PPO)8_Z=;!LRW Z#a!ViA}O2Ac+Vnq0If;coX>C14FD%BFJS-x delta 128 zcmZ2yy3TY%C?khKVNP;ca%Rrt_v}8CS29*03nXmrWV*wQERwqU5}PPO)8_Z=;!LRW Z#a!ViA}O2Ac+Vnq0If;coX>C14FFapFh~FZ diff --git a/master/_downloads/662999063954282841dc90b8945f85ce/tutorials_jupyter.zip b/master/_downloads/662999063954282841dc90b8945f85ce/tutorials_jupyter.zip index 2918f463df58377ba2cdbd79d02fb7db01a530f0..3c91d414327cd216869719b5fef4af556dfcb872 100644 GIT binary patch delta 100 zcmbQRo_WH0X5IjAW)=|!5YS={-^e@JnOU1TeDh-G4f4!|Kt@>dRvqSFjNzO4CV0v* tr!$3bj#_t7of)WhvfedMklM*r*W5r#Cm+6M2U0ni<+>e6;bhnA-T=RoAN&9S delta 100 zcmbQRo_WH0X5IjAW)=|!5RhaJ+sHfFnHflLUhKRn^H;)J)d9<_V^&uDOAfPCk6i4y1B2%XK@D!pW}Jy#b>PA6x(c diff --git a/master/_downloads/763344228ae6bc253ed1a6cf586aa30d/tutorials_python.zip b/master/_downloads/763344228ae6bc253ed1a6cf586aa30d/tutorials_python.zip index 668a5ed1b7d35ed3bb669b9544bc6a3fcfc4dc78..19ae2278a3bdf743ca781ba6e1ffd450afbe7ba7 100644 GIT binary patch delta 100 zcmbRAkZICGCf)#VW)=|!5J+bV-^d$f&8)>7zB$WUSdv*A$Y==ppw4`ZF?@4zje#ih sFCb&t#A&k3K(&+Y*Smq#PVQLm3{pDz+$%tU(GVdu{Ll0J-@evH$=8 delta 100 zcmbRAkZICGCf)#VW)=|!5Qt<7+sGSb%`C|rwmHjMSQ5-=2>GDSyqz&@b8(GHwdb5`#xtL}gWf7iJ;Ef%gu!5sWTeGaV6c0BFc`|>Lv-*z z+{3dg;19o(gr<|Kt(lXnp@S(*!O+Rh%GSxs!sv;Mse_}1tqm9JOIFSoPd+#~**OZZ zv049L7qHqon6okaFKdEDFzlqY9APkAL+BSJS2V{01~ZtJ5r3uTmb^3P>ZN*e+jXE3 z$s?l?x%*1{eQf!w%Ia6j_Dc0SY;Hsim^NzFOg74d9l|B)di9$PgK2tX@O7fcgfV&8 zEES&F%nC^>XHxX_Lf5rFgM9}de<4K^1D{4b&VW4wpW+)4!X&`Q zuS5R-FaLibu-4DIVxDU!9z6pC^b8E>{wufoR#sP)RaFVLRRl7-yQNiBRXLIdT3CVIWa=uztmySh;*ygo ztG!=Xcth7dD}A2i8Z4jn=Hb>{55&(O_a?@|cW_ zY}-K~IWX{HYg^k?qqm?<6-B`q`F13@_4Feu9t%?e&M}YU3L-o_e!k25;Lks+c97n! zKT<@;CVjlk39ej$0n1KnF*u*=N^zZ^+U8fyQ8YbR?zk;sR7~#HGEX6@P6u0E@w31W zJYQX1y|}wwOS0uO?!@M?o?g)>rlQ)ps~bYLAr2l>QO%ju05Sdc#`If`i;P^ptDCdw zGGITCW6`aRMudx|-rb%x&AQB37iw39eZ?XvciK>y_uLb1yxJ9nHl^pjO0*b9Va29Z z{sj>x80Ne+Zol(qqTHwh6HZIZe>Usrz7ipIy=1@K9uyrH=lEAyio^5NYSxAq(HUwy zn9TnrAmG6{BhdJR-mN2*iMIg-Enf>-BvO!ZO;>R@AH5YCf|=riKWb2oIT!0w+mQU( z70@|h{kWx@JaHvdEO5JR&{U5jg~IOVCGt>GX}w$eLmu&$(QF08QUFc1TpVkAXD77h zyV^X}oWq;51%#7;`^9P;N?>qsMr~~(hjAynQTxNj%S~oXEUcRC^1gUZQ%pzX;EAYj zPb7V2c6PZ*4}PW1T<=#By>34g)cBVcDt&}(a5(Ix8-?9Cf1cgDx4TR^>AOf#U83l} z(W-CtUcHjw?|4TPJsyoHbX1vGY~3kp+i_OjyINiP6^8DQRnjuY^keV-kUqkbTKkdPYW2VBpW<;^Lm+b`3puw79;Gf|5qrze8Vz zE>@zFeJ(eI&KLdZ7#UF?Q&99pDTxI2m@MzN;hJwxmc7uc*92~GMZ-&khWmtD;q{E| z8=abhWCsm2iI^rFdm_HM)xT~`xfz@PVR2kvPg0cNkry@z3B_jX^J@P3wZWM&6oSFb zkcLJ;+*xEHX4P{wMwqa77l8UUxTV$9oG4G`BFxFv_5bEmI)%Ti9fs ztF1gkl&}29k4#(RMS{n`6sPghhNKLgpK8lhm1j9&L4RsYutW)MOmiF`#GI_Uc|Bq| z8kmh(bP!8vI8ch4yK|23`u3F+9>SriFsv!B-ulR_p8+dYINT0voE-~qi5SkJp5Ctx zFH(mOEQwEtife{yzL122f3%OpB}oInzr-h+I(Jqh6c_jFxMyf+!1-x-@;s;KuY-9> zCO=v;?0bln5IIT6-i%86`^~q@de^7#Mg3d+Cbq2q>@mXeUx=iIf8PAu`9q`pE6w-H zau*Hb$(eT*L~$jD;k?V-+!$6(kL)}fagL?~UrG>Ie1AHPA39*vhKHx%6%y(u#aC8_ zzHAiQ-a#H1%Kanx1KraWakVda1sz{HtlB?VVVj|&4&1WtMBOuhkzupAGF29FCJnd= zr84w+oNo8b);Q)B7oR@pHtmZwd`Zr~UE20pIXh6gV20q3hs1WNj!OH&21(3AWNqrX zN{lJ2oyU7Uh=-Df!o>M2Q!v`ae`NRVI8hQCYSPp<7C5q zAH<*H9b&)yR)08n>t~+d-?=*gA5MN%%aZb!kYHm@!Nm02@SlPp8{JmvkUx(t9*yQH z^P6D$jifUuB({%a$&m@UvA=uw?v{rgi}=Ojv}K8D_m8Iv)6KwNk?56#yT%q7?~-6? zsn$oTRKBGsBhq(sK5AJLR^sHL?qS{us}V^0pk%(>#wi^to8zd%WRYiR66)7htKBWn zWgN~!U{PkklYqgsN&EhNcnk9A;HG_(rg!ot2f9A1NuJV;>)> ze5FeA>4c9=^H?#jeNwRQcJz`*XIXh_#(Cbx9GR!X7q{~?<552cUa@g!46wDD)%i78S?D0s=gbO}xg+{wR(}^WhIEfCQ4-q|8b82Bv?4A?p0kE^?@RYHR45{4yH%m@^OQ7F z%gP$e;NU8;U9#;VMZ>t3qV%ULVA+SeCT?M?ldMvlhR2W5oqC>hl4tdh!##&t_t4i5 z+^TO*XL<$)8Q}2G#kzG4L&9hKTdCu~N0D)v{YXrd6&JssAr)@c7t5khsrvqX@A(0u zY|4s{5{I?nSS3H-2RR=C65qFv9=+9k7<{WSSc5Cts%-0m{PT^Aye(}aFk_uiaoJFh zye8zcXX9E|SE})@bDW)5nn=6kG|{d2=`Y<|Gbq#u9rbh7ANDdI@6IKaG~Fi3vDVzL zn;Ybw&_Qi3)T(g1KIn2^jnU{H99%n{u{H0H=dhZs9`>CGJV10s#l>}{O9bbZlprJJ zSeFj_*pMd^`nYR-SkKY@Ke;Y=$5jjpFi&O$N>eN!h*>(7%SSsb5-zIb+o#i zCw8}3)P6LNWFLw6hG$rLze+R0C07@{d9^RjaV^1|(`8!|R$g9yKGAgBk^ip1uQS8f zajk!;a>fSH&oy*^5qK?ne*T2BdCzcrMCSoW1-N`~y`aF4j!TW*3}S9eUQTLn8?LDQ z`}gnd^mHEI40Ch1&e}h4op(1k_>LFxW98)at6u?vYu@b?{7P>V&N1kCim}*s1|lkh zt8bQ7N#}3a)BBZMSkyDAEaOo2yJ^E$E|6*FM{5Je>%;!smgD=tZ9@MI`wYnl zXzf(A%chFUYLZ>OP_w1l9-&!ggoYE)21V6y>d@g2Cab+M$=;_^D89Nav2k(8yQ?JI z#-0!|uF2mPQNCJEPRA(LC5?@#`}_OE1xn%qtR*Dl*3Xf(8hXpV&PvN=t1r<-OYl4o zo+r;8$rmT`MHkDEwZAv!4tlfl_)niDEJq=!6Wo^XdcO?=7uS5T`IC<8oHOwH)PC33 zok`A&jEubQdJYcdzPez;GBPp>;{jj4;*pRbX^ym=ot^no1{uP`=;-M??n-BNNU_oH zCcs5PhuyRwc{eW8BxN^%9U+I#L|tbpt-;6hUPlUH!l#;r>dZhcsEb)~dg-ov^O`S+ zL6)7sX(}7Fr>&#YKV_b#U}8cySLcfK#}#?FzC|3dcyK|kbaYz1B#T}@9h4PILD8mf z{X$o^cya!dZK>U5%B<+pOLVhi23EM@l2Rtx?><^T+lCWja2o_LwH$C4ud_K<=zAsI`At0l6@3xH(7d|DeFdtg0L8cl5vD6=r z$R*o%l37ibe%hU@yXsO%;t8FqFz2#c6ax=4By@z$J8OrEE3^;GNp`>_A|iUBU0K*u zxmUZzYBrGA@dj789WpX-IHAnn-rhbyts?NZuConpRpTKZTcJ0ld8<*NwGOr3bP^s1 zqWXH9wp-Ep2Y$-ykMc~wl{GcJ!sCCk!wH*r8dbQ>@Pm0@otj>q?(`?~M}g@4BQo-y z*sE74d3kxaNFqW)c7tZv&w~#dhK7bwJ3KF6zJ33G)A!a^Ax$KO!lt_A?$7839WAYK z(^hd_$y1NDPbret81F_4a4y~_1km`zYunUx+;REtw>;1)H^G2T5;z@);dQ&UTYSi5 z$7}rs&%K6OH$LF+Ey{O-2pAoPB}h>0KyG++jtH;#IL4$XaEDVq8I*Mt1;6*>d(N0Vx z59!P{FHvA1&?_PF+upWPQBl#XcPkU!=TA{oFV^Xa(a^(a4#cB<#>QrTvN?uL{_>%p zlIRU#$wXhNVcY4YHw!TqvE2FqkE1}!%Gw&I!%8zgMoq_RC505ddaJlaP=A`AOTRn^-Ao_b*MiCnaJCtMRSk zx-cNQILL%%nt>r+%!D3qPepB)U```V2i}cL$ z_!+0F@iW&L)xA90(Fhq?C(LnnOFJwQ3>08TA_wgRvp!clI?iM72#JX!V`DpsG;~^k zZ@D(MX}mDYFDR(FKJ0tW#)izz2s669zPP3KgMs5@+#CHogq#~QW4Id}jy_N(&VO{K z!2aekRoQG-5dqdIH|^s)oix7bi(}F5{O{MBvy1xpcv9e=f%Z7MXneh%$Pz{HJYg&e zv0Q6xzmClL5ZGf;-?)bytw)}Tgfp{}i92N`e6PinwUmZr3M8FfwGMN?pCB%gc zW^7~>&t;ASjB*M|>fh2l=ejTeejA23z^VFpS)XQ8yTPzqjlijO+35u}n;R(jE_Uno zuDQI=RtE+5R&0H*D1etrcIbVsrmkLYHN{yB0s-tDEBw=8OB_YQ?Jj{8_SMBpTkOyr zcT3il#3)5%`>&}l2_b*~PW;f12_G<`6?~d>-t86w9y!Bo!_D&*R!K}93-z4;mjQo(MNnbM*k#%m!t zFHZ?zk-@CXwFuU==2rimHHwov(&t%e@r!7UpR&C$f~H}FEPxKt7I0vh0>#&<&#Ukn@<53 zwsTH_hmX}=_@X@LyS}J;5D<;IsSP1cK%L!%IQl^zCHr3fy_mLgQ1|V>yiD|W!_VX; zTzR^M0};}vtap^V{Hv0Z*wO|{S3|wEviWmk?Go+7J>wVwW4}fl;MUPlI(S{|%c?g( zPm`wPPy2wpAG@$VCTU1CiF)pZxWp^}s!x%L`0!TR^@#uczjWVk4Y_o~v*lk7zk8}d_E z4`)RNW~}s#UzLr-<|$Ff@lKpn2?CppBVp@Re`4b087Ofc0Ph78mz3OmA5Xk|bdj5v z_p7w@aX{Oro=l3);NO|JjkDbswkZKKx591;$4qIxf6EX-LBD?_U~q7R?&yBpvg~m& zi87NLO%W2GCIe7aGzcP#xSvMKDRBbs%wND+5c%fFgZ{z37Crx8Orb}JUBvcifH5a| zPyhWos@{)%0F`wL-jY;Ni@bGY9>IAItAzWvh=JN49Iw9<6A$W=ap;AFbfj*@-@kQ_ z38vj^4BN{{MdcDFrtY(r8u;lcD=fOc*JQAxg#& z;0J|SmOjgWYmlm2=jdMOwZ!@Z4M^S3Q=~H9!cM!`E&*|^n{cBS9FS3k&@)V$26sP& zObWwrRNp=PflvIyFwERg;DjS13Qt1xuTg6~1$A&i1N+My{D0x$p- zMm$zS9DVEVVK#o{yewOdcE z%{nZ&_m{X+#HOArm&f7~X(;;U=FeL4kXHpo&^I`tZ{X}+QAtqVbf-NJ(tU_7 z&2&z1mge(lBd84ackIxFPgh!+e5OG`t--S7h^zg17O6)pzrqUUw6vl{0BdLWojLTCgI;w&*HW=u$}`b~+-zv|}QY zDu;&+4q#*Gsom^vd|4n4N$*h}_K!l?P4*Wu#OZcL&5@66hB*=EjH z61_2HGz)7mEmq`wHFuJ;>gIWwRiN&N13Hln(>WC=BTh1u$C1P58lUk z7Um#<7)(2PK_5ip#~4C!DHOu887JZ^LbJ_O*iNa{7a?4+5t#|ZHUfE1X~B`jgTq!| zjRV7-B7;w~A8psZ+|J!>d5cWyy_GbH4$ruBVq|^=me1tBi34Iz`LOSHVKm2+&034` zLJ=MDsHJu9j!Ay-&( z(A0I`%=u|6zEuPs^s>rtJG-Xzk>&pB-=AGs8YP; zKwDL8m6r_LoRe5m62JWcZJwf%@tS3(G)ALp4%g6zQi9PDv5|Ap6|FJxb|>Fhe2CRa z(dB-LCY}W^1V2pY3NP&?(YWr1o9?O7RN=f)xObN3^gz-W@yDCn*#?uDiEKnTI5i>Y zRk5b{G!|s&Jl$I-2V>c~UPlO=@$2fOfik6gcBu%I+Dz{Goi^Qt=D}r^OYqyaz?mCX2#H38SrUE)m_IffnW+if z7Hu#Fh{jXT)&&ji%82Ds$D!+-{mDwh!tH*4b49df>_6H#aQGcXFCKZHlV3Z3l*{;S?MpE&l7pZ4^ zdyzDD!(00<*^la(VShaFB4VKq9KN_hYuem57S7L7BG-ZC?RT&J6Oz#T;l1R=F2K6d zA(4M>2l5+;)ls+Uc{)t&53c1FT{{Ru;=sOD=h(}q6@NT~!&xA&MfdRZOVc|LKcv*? zcF}QNS(9+qn9{$8FP~O)<;?{L{>E&G0*%7>i7iAO&5`CG`hfHJ50uIgu-TK-t-qZm zezl~#LTe(e3X;$U)qg=76a!L?OY(v9F!j>h#um@@ZU#O;Atms^^{!C;yDK67J`^${ zzikX(W?tlD3L*&|d1H#Wd~)83iTV549?Rbqk<(?2S2GQiV|4}74S~|Z|D^NdWCl~S zY=e<9BI0)c0sGF5d2aYzAi&ZdC^kGYw=Qa$lQWAH4kQYemdb**0kib&Mfy@y;a?@~ zpA8<`PLZFzgptq-Nq-hr*#QS@>^XGE%m0Y3R#+jz+a)FOZG%tQ*j|*Zbx`r5{7~ln zWG{uQTt|Y3@etCy`frgOKT`_dc51R=x@(l#>)RLg9D*G0oR%87O8#9&+Rz4UD)NLM z?b^0Y-O3ZgcZf|#)~A(Xk=wzvDj+vEPaRtApB<@}BD>RoUcM}RX)3CruSX=~h?Vqi zttZ9g11;jeh1?p;i>l1Xn4~H^i$5>1d;wmoO)`&xmlZGfz-}k^Xbed5-oLNNAd->K4u^f`c|QaHYD!f&>)X!v zs4VEhunX#9277QI{eeay@X=3qJ#e?GRt-5xgMP;+6+80U?Zu5Y>%4Iqw%1|5{%{G| z#r+^ihgehPbzi6?=rcP66N~C@QYP#=d>^q2MqTPD4TY%vTX9%099);1?_A+BV`Bt| zKjckFEYv<9z%2~&c<7hmU1jf-#tQB56{NJ0dp?uO;`S2sJviD?t3+e0)OWWG>>hzE zd{KQ$LV7@LbnB3T<0#upJfd(}!KWbr5YLBln`uF%;l;_2UraGcVKs@ymoBQ1s0AR! zz4FC&%!YvSqB(sL_`hLpbbnnt`G~l)9;zV zRInI0jb}BXr{H-5j>^gtNY1y>!ClA>Vhii?-B?_jW|EZPyn4Z*+Y7U>^;F_aCJFIG z$XNNM`7cbZn3))Mc%|-AFV6|S<1e6>1X+5D^vn3y@z(KxlNbN*K|c4*HBTq&^cxy# z4lLcSy3@y8>knANj$QPIs1RMb&=KT^Hu%7BYZu=oE;a&x#!02i|41LrlFZPw;e3Bh z8?uDyOcx3m0B8o%?yk*2;{j@X*)BAC-JDF^p8UT9oyz}Dpfms8jS7f0_UaR54CcI* z3opIr>kHy((#g$l6uTQ^3e}{3FcIQic!SzEHYSF{VMQ9WVJ`qqF;#6(3!okb9-eVg zv++VLq1$tW(A9QDp-xR?ZtkyHaY3(_mT!q0}v9KH_R^z)-pR9mQ!w8|y zHuveii3@pT6azo>JieGy42Ssua0i=ODE??jG%Yie4jqTG8;h-eQ9tc}gOh9(GdtK6 zJRwBP>abGK(*ueknDwzy`E9BLlJ4v&sdq!kry4(nG|Ozvv0 zue~B8BNGd8v9M@aSqDYesx~(_?F3R3sNwhmE`;i(7Op-O*+X*UHWpS__h#)|ixN*j z7NA$>6?f>-06ostUK5SqC)5Y!J~tkz-ltj&^6~$DTyS0MPndO{&@HO;#x^BVlai9uOZ;0EW&$ zPye+enB;0g@PDu_0CT}eIgIXuj((wD!?ftysFG;M)(Iy7BpZD6gF8MCm{}e^jtH|= z8a20c<6GO;S4?(m5Yd|xpz!N2Z(`p)zinYs2DE_ReX7k9`o6*dmZAeDCQ71Xhf<(k zv<$FnxH z20_6je#bR-pKG_fcmQxGY;JyJZMt^o?d#*;%*}`w^%YUyV&k<+ehi8!i`e=m%QwpHbX4t8JFSV|vP4EKOAJt=AXE44+__IbPKr=qZ zdBbKfPw?CU?Av9r`Z+;_ixlv$CTt*CqNrR|)kSvV5lxxQ z(b6;o@R|vJ%YV71$4w7e6{Qg5&>JST)LPbNKbu+W%QEF_?RsPT5oFk8nj_l{q8Z^1 z(vV;EF$PKmg>+`etjS#AU1Jbi`9oC+-dp=I(^vVxm;VR#>8?9t=jg52n0~1yXY?FW zeO)aq6MEEq@qAQT33DL03%CQwmtVw?YY1;SIzYkjr8l~p-I7kJni1>HkgD&MsvRZ> zm?)5gZaQomgoECWbl4wWtwwvPr=p$LsD3g5bF#@SaMIPFz~BGUh_o1u8qFr*xbygR z28A>fGd6de)>(04ssU7jA#9beAnN~%HRfB6htEs$p0*IrnOyYJxReU+I>T(JeVB(M z)*6I$K~E0~)hG^fOjFU?V)7^I(@gCKAr*@?Ds@-O$F@|TafSX%054)3$`+p%1?~IKYM`an2NV(Uu7VW5c3&8+MRT=!zC%l}w9* z&q0WD0nx7gIwY zec1a?yqC~QnZQGgTlZx&{zB2t{L@qWxtvLzjOM|j+Lgj_cOb505FB0vWofTv6@AF~ z(If^EMNoy#4}?l%@c=+~7k@Ybt%XktZJqPC@_(BWD7^?>B>lev*X!Z&sM<<@`66Ui>eZAajIH-0Rk}8La2|xpY&8mX*5^Y^f-!!ow1bc4r+q z{}j{=YM2O|lIrwtCxQ+#leNV@7G_M<;%XFS2-%Cc zDfA0?3#{3x9z6;SbP@xC7%}8_t1let$(Y}I3c^b}PRT@<+=A#mv7C{E>(%yGEzgw2 z>7M<&=_N;1bQ)%`^n%!D&DQNe2K(%6vzuF6d=a z61TU_zMH${L>uflH?f^e>J$@F(JQF3q8j;TjkXdSvv)Gxgd~2^NmYlV<8o`i@o2yd zJvh+G3EJ5bVeGpKA1PLlrI;-hXAcheGMk~YcXNHE^>oGgw-S`bQhlG;GS*e39xE1D zwjLfBAG+8JaI@kk&5ugBsw!|kRuX?535ny`3|8;OQ{FVig8@dLXpOPMrb~VprFqRK z5#2~s9iYsapU`UGK#u4ty2CL00X|}6Q|U7}rN(eLWSa_}eowgb1;5QZY2v4I0EH8F*blW8*@XV}k$4?hO zYqY$71z_{kr0cjRY9I@Dfov$C^fX5(nfnjjlyPFw3@|zcWi}Xl+17$gsT6uGa0fgR z;HJ|JR9}g#rc;_GQhi~#-j_mO>H?opx3tBj5=<@wQr;8bu`MP5I0EW;ijtv;ZJ#C> zRCx?e`rfl^`#Do8!A(O8$NvavQ+EcG6V{-d*vs0%YBugmL(h1iy+jHiD;bnxMe$5) z$R1t#v~;_GG~k^dJ1D8gt!{EGE8j++(#o~Z}G=olgU9`4J4{qI|Owgab6BirTYjf%tjNlf6PFnLj zD#z;Q58r_*Q2`R%?n}3NuPSF==aZ93IBjB)ul+F6i^v%lMmy)~uw;L8PZylgB#1+@ zGZRR>AS!a*Fg$Sm2W>*ahfxy+16H;*p^gyWhnKuqDlv6>5n*3h|wm7{*vvg@SkuKCMVQFt2iWaV+TD-jr!!<;^nGmKH7YEcou~Fcknbo zY@l@hs|?7l!%e=vcZbRulJ=)l<_~Hq@hl$j>@k^{%RJYO^yM$A^Fr|GJx{F0Lr9K|X)zmq3y4Q*?AR!&U$e6?raX49`m(4(62V z0z<#UXaBnKhVP)Q&epAAmhuO^pzetxneQwf!4K;mRGT3IO`yl6cMMIZ)0Th`z@U^W z|N8Yk5)v?VJ)^ zo%`(4B6)FF^Dns3COOYt%9s`A0*Of`Oq_i z`eMJW*h_^9=chfxevIv$jP#p2pHPlwd&er}FMm>uftwN+&IeE}CCOcI-l;=m1Jz%XkRXPOVC&U$PWePWUV80>7MEYEH~ZI59_ZhE42Q~f=C6OP!C zPeR`F4WKIvk{FP>uE#{kzW0(Zl_SQpaJ}b(2?~4BHNgBpP8x@s0{$^zVDE!1gMx`2 zM(wr#YLE{RA{IjnxBdab-GEZf-`Y94c5%lk-|YW>lwugaV>CZ@l5E%SD z-4(g=L<1;Z1a14F0bp7PdmO`lf=AFSQiqu6TU=aR&zYDo)%f8f=r{4&z2Q(U8oIj4 zOP$VS_`Eu!x(0dVwDp&-uc~G19i*f;gr%_c6AzA?*$$d!6HY_+YlpePk~>!Tubj?z zL$0E`t>n~${xpqkgXbE}=8N#FC;)sX`ReFd@RJ?bf4l;{)`#~5u+9Oih)zI&-0#~r z^tHhhx!11|Np7a5rcdO6PRtOeuYqjNjS$4@@AvK-RBtIVB)eq#$}6N$xV}NXDIfiN zDj~k|nAA%ojqUNmGiGMXrm(}+m6iKH6JwYDHyd)}HUs{k0OV44+BK;qygMr!*G+yk z-$EjTgwBu_3TEdvJl}15a-&`!*>E98Hd++H8uE| zyXc?}bGH+wH4~61SmPgpAT1t0a6F*+?wkORUmVy4Yh19B$ihxm7b`e z@Nh-}fkek4;keJAKQj!?lo>xT?h2#lSO3vJbLZ}3Z zt7ZlcSNkC1UA&+xE0Vj~-$Ewbbunm7JmpQof{*~a~4Fy0iV2F{c8 zKYA+d=v@L<_z3@Gk$Om{e&Y?GYyeCQfnr^epZ^`O_l{bz*Z|3V zOJ7e}xkdE$0GHZ*1y7N0=|1`+^7cNqrhc%43&80^(X6(6O2KQh0&qM=$kRrvDlP%Z zL*${>9T%GA0-^{}6}{EveB@d=ZQenD^TtvInc#1w3i}IFB9r#6;UZP9pK_qPSbEQc zZBbwUNJC9cTwOi(&az};#^mNUUdWvjsK68u>J(xDHkNpKdCAa+D|&6m$;G7wJO_+f zy%2&9=@{=E7(W4e|Duz?6yO5sHRQYq$C^t=(r89c6`DeZRo4?(i=Qscel2i!Ia@XO_@rjti@JKh z#FMHDcv;q-Ad{T-UFQZcC6eri)~u=|90T~Aiw-r3MFqfR14A?dMEpOP-Saf!8VZ-HeXd(y@N zy@IvAxcGa`=E1z{n>}A-QPuo%X&Vm2;JLlJXFL5nh%wD85;%@qU|o9?mFgvW3Lr0$ zqO||wo6v<=0@xt3hcV5hv-So{Sjsvfze_S1FgbrJJ32L%UZyCQEql^%oeN$_7menmw^0sx)>v}ZL} zOXO!WR|{y5u3|GmK|vt8XIG$Qq^Adlho7-E0cv2)(l-h)Q_^NuVGmMHF0hAhxHLG; zGK?wWz)Y*pmxB|yEr~BKE}&r=`BWh-sSEM_*f;H4*)L6_ryWX_g)9Im+P%7P}WuNG>ohV_D;*XikCS#2@qo-6w>)YwOq&C zO$o034DV}QY*j@*^EAZA%~>$9c4?Yph_i6^+z12~EvTqkroO5@Sl3tY=rGBa+;N;O zj^y;n%!Ay>PpCQz_AtEVOfE|Ush$iiYintE7;9F{7!7cKtoAuiYUB+p8QKRC{ zTovk-Oh_3@7|+CIPI}Wk1)QjV7!wPC^v5G@eQEqe&n~d81WGmD?$QlYzu7BXfvGdX z;hs>r8@zv6uXDGCFgV87B)hBVc?UYV?DlDi8{6IJ)qd?GWe5(7xHZz`YL3Kj^L!0fD!>0ZP(=wDY|AuHL)f=UxfGi-hSGOb7aiN_= z>&x&|LZ1{()r38efw&e6B!&@mu=(y+U?R_od8#MJ)Dea6vrK#Y7j6pV$>lQ_^${sZ zZPWLm9ev39lQnxc4i~DV`Nb1kAQ?Kh1;QvM{x-+)cKul+05S13flwXZZVI1l7fyC~ zirx_T?T*F$h$Wn|O77EDa@M7iavJ!TAM?BhhJYgrhLTENTz{LcF8SHg8Y87&I$au@E|Z)`37=l%4JM zQ1rQ>5N><`>?!p3Ia*0DU*=8#!uf9-=jOpbm3V)Qv3yn9|nM{S8(~al2_iX8FEOL z{k?$0+T`O1s4PBm+GtpifuiMDTIr!=0vukR=Hy%%c+FZe)MtaVsTW~WYCNJ(ji)00 zh+lKq9+ecr47^0Y31D$J^)F?6TPXlDxJQLT7_sn9MfJ740*6bme^pfzOiXDai>_1a z+8Ds^Usn|`op;4O(pfaK0C~{|GE#2`&)IE<-Bx_Fr5H5JJjX&5SGuTh!JM9I2!-U^ zJ|0vV5(Slx7$lRtpZPHJ6oR^r!Qg^B6fwyQx7y5^8)I7t34=~F7ch6iaYB3wyuL)1 zuiM|jZ_sx#tmN4zS8mWN0=FNYVc4O~}kT0;y0TXfe0sSi?) z@^#Wq9MOJJ8x4E16oTcAG5+U)V?Z=5kV|F2EWiZ(PeiG}q^?@WxBbr1rW`u`?;FTd zpFwgGbOW&oMa_Yai~z%!2OA31SMYvR$LvaA9oG4Q-Jz>#9?g*m>f!cbwE1xX#T5w?ZD~Ox<(|%dX$5f;kodnDo<$v7NQlFW;G|fD5coEwfe23Ya(k>-6 zS|Yc(XRQd-3(e}H{7f(YT%RvwL~DdneK#QCmT}0gmUU1SC5f_FZ2Pl!)krMP36$Ul zv0%n108-k%oA9>FZl?h|nC7woG^3_jB+B}P9a&jrC;E_}oa{zqGAOYzT3%=XK|#pc zTOCz-8EcHPaWEn>RNsVIb>o>Eyp)d^y7%*UIk}u0A8M^Lyg#!F2Uvyt-ZK2@;Mk&3 zoFhrZQbc@6=%|;z*4;hW)F1}%_`~36Yc6H#Bf(Hs*Zm3|sNMjl_9<%7Q4{5%2UfHF0Lv|SdAb8!P( z`VtR#!;mc*2OTI~KXa})kYbxkoSBlFr!UUL4lWCVx)-{M6;$8=vn>~%<~sTQ^Y z12(s-XV+WCUU(f4>y~Ge^sujYV~#(xpYCe!pO;{U_OG(Wlu?>p+S85;u$Qm&p;g|3 zpZjw2OBm*f6&4Dk4Pt;FEQ0ne4(50#S7#;SIj}2ww)JnHF;H-W-y`nCE1<3{sbg4F)zgvEPUi{p~<=EC(5o0EO{=R|JwEMBV5_GU1f+nUk zJJ6rgTjxj4+r_gACT?^L#-nxafKR3Uc&$@KD7r%OI7>fHEkyFo4<_I!#h^uhf^Fs% z7SMH4j+(f?vfy6eAn}W+6y^9I8-g%dR=lIds6=wvZP9<0}t=| z3WPh%gI9i~{i)WgT<}tf>3hJma578tALsNqt6%;onCC z5=sKWVdRxsT>&^jNu+Y}6+tvgja89K!mcRnBd*Nm)N?GP^x!%QkRXkqK&H*?Xzw{I zo{#~!MVC7`sps~Xqzz6?w_G%{LPSwA!gnCO1w)L|58gsnU0XWU9-e|0BY%4?Tgn&o zjC%0%7B%DGFV!YE{8uqx6MzDg)1>>ck&%(Ktn6}O#h?)w%~t5F)?tMpRWC20;o;$A z&)pipVt7ebVcdn&8Ac@srmX;Hdlt+Vfp;U^KgMY z-Oa+?!JhA3(vZki$n31nAU~4w&Lh05ZL-YRzHaV?eq%D2asOK5hy*Vx2mu}a2!D0W zchc_G?m&77YWL5F)k;9jRNnfl$q1*pw7|fZoIrB=rNMk^5)u+%0PO(GjM?{dbiGwp zer03?2Lp-%U|^XVCVIV(D(rb`0)R$r8j<91(cAb@MZr+8hsdZX6gRN%n$=kCXG~13 zR=0>z6U7{Yx;aG&2{fLh%RHIIF>ru?eL$7;kNDvD+xOykoXGNAA_c6v`5ITR=>lK( zj1hjwH?D;4aIvE%lqtep$XpXk_tITgwojti6*W|Zd z>h2;UB8FQ_Bu(z#{e1`KSCk4*;Tvy{ z7?sQb0#Xl{Nkz8}*-B|ZBwz2!z?%`&?^5BOhy#!AqJA_~z}bgIM^A7r74-nNGCLrq zXE3MHa&s)>R?-1$e6}4P@LLx!HkQC##P3P?oZ6c&$Fwu>o zaMx2h-{V^fUXy|GZs+jf&mkm)Yt&!u)_GlSwK^L z*>`kO+|)~+`=LXcrm1MnGT#E+_RCfMwNgQ`fx1)vsNZ(av9=3B-r9o*K6Og|$2;#v zdv`g}lv_|>3~UR+P81aPY!(_*m`my-v*hCNiHJJBU=X-1etPf_YoC(_g5s_E8hGzWS1k>* zyVEFPsfP?pZ6NMm16i=vT>w}PHAe|If~T>(?jq=lI3cZGzaaZN!)si)+0JZUFPmml*21a;!UspnJz|Rt5R0A_ zK$A7|nJ;Yc{z|cD3|Z>1UzQrgfeG)OWWZu=* zh@nc#D+p_r=Fx4)8@Zrek;Lt*LGed(CF74<6}0=hg2anHRy5!CLy~F8r~` zCBCkN*fj5Asv-`Q!ZN60bJnMex^PDn<%CB{5)%w)kQq6S!;;IdcP7xB>kTz1-%Zd5 zCi-hebOE*yCR&k~W`%`7!Ai?pj*doTguD+)Jkd)OghCZ~D`2(cAyO5-f(vtv;Ew9o z=+w#TpnfF`>z8um38RKjVc+|ym!Z?HzAaN7|0ZFD)vZZiCO@$7Z{=6cp7O_JE_Qat4wNx1eDavT)oazPy~ z$1gTVsqwKeho@v=T&R%4bjbSrjBhJZVw7WFc#H9DLS)>c47UKn;1Sh@H==B|gd7r15sBufGX1r88BtYfj}A|%fTwA5q36XB@1IBW!?OFUdV z5sd<|4Nf5PMzEgpX)nc>Mcl;KH;s%{$zsUj{0WfNu;^KXRjJZBGE*0=@Wxb>m|0GN28BM8%(U$t(+$mBh7_)8+!~QwV0vOq@Gb zUpm+P2t_ZS(uZ15iiBPlQg|;wJP+Wdja%gRJC{emIGH8ToN2$S?nvdg!fNlcRf&%D zWeGT(lbOp+==?G&IwBH-eGF!c2xzv^_Fd6ptc3G049ar9d;`}6=VyW zd+$Sn!`;MGS(-N%z%rwNq4}FnHP|&dWQ*6=>mb&E_QX=pyNYqu#d?y3#ZbDnL+|~n zyF3FThy-K=c8v*W*j#7eUTvmqPptHm1bM%jQq07Li3Jv@X53ccdt>wg96G9{fq^?N zVvEnOz(>CV`AgI*vA>feeu+1wg)l#CfspOsWKb(I+>HLIaCJL&9ph z5MmW%G}(R&gdQlAl9t(coqZ7(+_4vhA;)Zwt$YmC*t0R!efqhh^Ay(LRvMk}Gicd( zkd|qG+KBe;z30a@X(tfFEvWA%?$-XfRg7K#&=q+z^SMhHGdgT0yXxz!T*$6JM-m=Q zm;)s?JDY9sJEu%wW^inDtKu673tT~E^AQbZ!H4KNlDy*Lv8|S6cfrRoruAuYJ;U54R#QGx zB=l0&U0y!0_ClIAhy1?3isiE_RY4oBU%DH)OxC0m$cq%RgyOn#!+yLMRn6<2y*{j5 z(^ww+(S}AO)GZ4NDrr&xJo9Hn?)q|q$$ovpv*G#v6<+7(XHIfIR+H;fNL(~lO(`BJ zZ6z$On^{?&%c#rz`RM(>2Ah~lJN%jw{89Cx;GY<7+L9sFu1o*$z92-+IP`w)Npryy ze1U#Q^jqYa%^a{g9@iBes#!u^D50JsR~{-+acN%-V0`X<68Gvaz}Qx9+!MU_B}n4R z?xrIJOdXB(IX>%&ZeVWe5G5e6;*fm2Veb;bH9G9tPcG_eE|YrjEE;Q9Hja=ESGHUnt^{5z2jIhV8Ip9k3t6TLMC z%K9L6@9Pdj>}a<4NN<->c8$w;nU}JpM}uoV#jiXA>87Y=rZ=&Jq={Q=l`K#j-FNJsJ$Q;-|J#BU2!CZ5hdvF%5Sm30o0Gs+~t2$`1 za#Pf8&I}Nkt}pQaY!&OUXUA(gkS^NVd>Bc$2b zDCwhoO#=?A2K!7OY+ZX>=2d~!uH09b-8vH8L37AqEZ%}}jk<*KTk-?UHUB~{HL;PJ zymbPsxDme7KmcW5dtw zLF}U8KB16MDR5@EoP?fyq7`G(dE~^S+GBp1B7d=~AV5JnsupJW<{4SIj-+M3t$+*6 z`SdSp8#Us|1DOxUdA}5SaVE%nP+}jw#W-|K^ohXg#t7tQzVb_Lb34@%y|B?^ike@=VTgtnw1;QCA#q`en&T$ZJ(pL z6B)5*=Z*fJ*Q=}K;;3Aj>26q*C2~_b@fiAEu7Uko4l^qT7~f`A3g2bfr=7$rzRR|~ zJqy3G>2abDgXZA3@1$udyBCraFA$Odwf~*XWdeeB0o6o|-QckLaNXyP>QaV9XWHss z;m1P!Z{%V`J$ZRjPreo_>sLOJ^7AfRjh=07+yUGCMy#se9mC-t5I_=e1~e_olVMrN zuF={`BfyV+q))CMD5( zDP8c)fng#nb-Hje1^Y!ibA0I%RLsHYGuGVgeo{VU%^i{#wZn5ChlW5El&=9DOm{3l zohholy*)@n08%OWk|xH+;#yjf)r4GCKkGLFI5OIN+Yc-+PM$$&|HNNuC+X#hH_IW8Oz-FFP#({_f zo+#|-+FhLzVd`i8j5`4+FK?7ZQN*$p;7RkHwDL!&h_hxAQ~`4*4Hp36@~aw zG7Z19lai9|fRqxd@r>NEQQNC?%K6;LWd<^0{RLZeN=|9Rf0ojKg0aQ>2OevR$f6;N z{CDtJq0iLcO_y>{FZrv**dyPPSglz&{$PSu57?xD7$Hy3$Y7mC=C#?=mR43E4~fC* zo0hXo3H=Ib1pW*gJ9|v4-1Mbk%DyM@-ykkXZ5z#*7PAu8-Dg&8Y2= z0Mh_Z0fd*he(pT$w+pmWLbALmKxjIcR>^wr-*PbWUv9VTo!fJXVN2%Mzu)Huavuuh zJ{NK0eI%7%J~Y3V!*N~eVYXs$|Plpzj4Ja68~b2q>>)a!8j)9?S?yz|17w)(nxPtn*C{qI8x{{CdglCOx8u# zzvMT@xs>)?Z@0+1pX7d_UTch#pX@e;bFIxwV2#$;NCJ|zkL2!&9Qfxv*8hb4B0lo} z3k$fUedy!IzE^&3rN(!8iRZN)tgJX8?{%>yiVO|bqE=~%Vi3b!0}1iq6Kk2BjU^+1 zUey@U+vY2IJHtsN45WLO!6{YKMemVzYUgNU=w_*PwS&E1k7D^5!^OeMDG(EY8Uu2V z8Y8Zqglrj{vA@56O&4u2yM*y9z*N7@7p0Zf*IP99MbCpaX9iSm6!$@QRZ$^ntg-TL zit}(Abl4zJM}m-vVtRTS?bj_A227h|Ze*)|-Cd3RsMKZf6avGG1!3AivlRD?thNS# z{*>Yn7Z=9n4(Z@CXBhbX0NayPUS95)!!`igHNeFHq{AGCGXbztjnR)^9H{nXMDnvX zXd)pc#T3(8Gi)wwqPfmtYikQK$2caw4q&V0RTP3*5rj~TrtSO}jEF42;Hkw6bfpXF z+)=*j5OsVxi1|9sYxL>O`FVF^t$qJgm9Mlvn-54RtI3u6cgr0D2$u_Vy-p{rCu;eB zkPObAb@}n}5u`~G2+@3h(Zbj>PZaKqJ7f@=!3u^1SkOm38(zQKv@MQcwh%5GqQ=_a z-9$KZfG;BdMcQ2+EW)satj)7_K2@*K`7DUSg{@FQGWI(##HQe|+tS#x8^@b5uA4X09!L(U(nStge>>tQ5p3^BJ-l@CdSs5M=)Yb z2ryaN&vVd zMDXuMCMKKLe@={Y2?{RPje0c!OzT9tYoHBHomPY=ynj;;F5=bUCyY!qbu!RReyT4N zXYDPz_2hlaSM;G7q_a0Xgh}d#MV4J{vinjEPf3CHQ zKyg2O`0M_P_9lR|ZiBv=rsPYiSL8-JeBGmxlEoDjj6m0#D~v>>zcK&%(M6WKB=7Lu zIxWz_+BAi!O6M>@W*-Qif8eE-zMXxRolkK|w{EQjX@I{~+4df&^Fg$CsQ9t=Fo~EJ z9ZlYQYS#;;A;6L)e$E*vpJdg~ipC4WSvfg7fYe8j!=qyeb2G(R#$W3PjT!V`@qZyT zSzB6I)Bs`Z3oxus=Ww6jaEn9|{D_ba?4Qmjd3h8sbGQ}w=*xa!ItJT< zxc}#5tQwVM1Q1O@Pd0RL-Po9UGJKOCm{rj6ecv)E%R04D0*tU5))7#`VICS9viE&2 zcBbO>%mB$gX@BB&J8r27S`6vs#Fco6B(&>>hL~z z{<+CsE?ih^KSmG)ACw^SLjozBMl+|En1DufKy-9aII#Ec*V|jKj{F9hcejOs5)j0y z?rn$~=<8F%Q4$^ut42`h!lV5dQCg%e5l}hG&)o}^_8hMI)}uT*3%Peks1>vZK_Zg| zJ~Mdg!d82f0U(#)J^s8O%248q&|M6IgH@5>p7jkR$q3*2-8i2CtfOQ)jWB?})c(}SD97rl2AbOT`=!_7l zSV6_?Hr;j;CJ1&!CJ$D1-|89USve(bS|CU#BqpxNR6l#@Z? z2J}Uo_>BYu1DjXAVu*1Vq{)iv0mLbwkUxM)W%Sti`r`0vPV?SPpaF{(|YS*0qZhX~=Wrkg!LLSlVD;o=wH1CTBOrMpAAQ@Xpm`>yTp zcklm>_uKpB{q!TU@;Gp=50C%5ef znnUK!KR0FvinDytgFZfb@_no2L(JCw2OjvkLFic1j;*cA(`N#Et?%l_c3z8#y%JN2 zq9%Q#ai*jh$J4nNX;q4>DHUJZdv)QqjC7N;i$P93xR>N?> z&jI^=G4LyjDjoKWhK2^$^a)H74u^jXLr#IN`}_*_1pFC|3*8s|mFA@sk_!0i(~f7b z5b)=F#Q*=z|6dr)AGO-|v}ftyb4-l1y807TKk9)MVE&Gm`yO@buU|*S#f1zKC0sQ< zfklex>r)UD6MtZn0PBR+oFwciqpXbWOpKHYbGw(8mgbv@5aWqwZ5)B_|Kq?%W@>7B zF4FE7g*=aQeoZxTVF%i{rd`p?y}!DO&y?PBF;uo7b~-GBiFOG_`}}%t$UL zBl9pdHT9+U?I$qof-1~Lk}W3m`r6CN+8RYqF7OEjg_4{cx_Jrzz)$etQf74DycY02 zU%yI#JAeK9729jRlV?S(UqBesE&1*pCqF;G^WLoRTT*x6XJlCS8#NXktM=W5z-%8= zP*AKp3M3R3awyQ_)wt|5tvDK$y+P6Y0{pcmb%s7q!87wsq)$1Rd7yN1%K!G;h>p6m z+3v;8Zm=*Sy^xZ0`s!S6(`Q*Lt*E-58-dAob!@vdeDE+xf7N(lB)xiXT9*O#wfy%CWS z5p9MX=WX@pi;tA}SDxHn&D}YU>A4p9+;|YMXf+ZVc>THBYv_;Twyr#z^>p7U8}l`= zE37l^#8ncxFdZ#0=nv5zfTKL?q(H7b$wn2Tc5K zsg2X3k4%C7Ycc|thGqzNnu51aDr@i6UcUWlS;?TR_Y%8F85_fEC5Ez-6LrDFzkdb! z%ep%g1m~B<8opskBMn5>>OX`lukSm&{YBtEoTa>0)J~BuAH&wt(z4%5XmB2_7|#<9 zJ_`HKQl8w4W>&!w;AWCzd6+j2??p({GAiaWrki*fBD<~hE6{E^OrA8 zU+Cn=>%9eIbRE%99$=XcWyrFs)dmG^Yo=#K6<2e0ZFW7&WBpm0|7~%T>oofN7lT() zvhVM6=L>9-ZvL`%R-IdK*>F+ab6Gs(v)uo?bSPlCFJO5rVA&Epr4l(d;MP)>cl##~ zHje%Tc9UIBfc&nsw3>v5=FMu=Zo{3AlHgA14O?hf*i#mku*=I!b5A@2&mHarC5D2A zTLBzV{KMm6Wv9~#i=z(O$j{%t-4jz#z)%*wc|lE0eY`mm%4yP8_;!#6M7SuwYfr7JuN<$OoA4vQV zoA)u!pz~iQA+jEG4w9D^NM%^}#YEAu?I%eIgZ8FWY2H|AF8W-b>WcdP@oitSEZbwC z86tS$K{BCM6}a=0Kew;bT*3}(O0IZ9=c{6{Cqv)ov^m6=In=7l4s+^=YAtcyBCXm% ztzc@Qr*RzvL}|S)#?2-&K_PVflS*E{gU7XKIbBd>(WDj^!{DC+4a@uud5Ael;*}V= zNGwm!4DJ|r{E$;9i7{ARpOxov#rIau?3$a@d7iC~Xc_>oZ6l8 zL8TTE)g<*ZNzI$vWIjFJ=F*l}Rb><3s-3bq*XGgkCR~3$_Ca$CC&=z-QTY)(GC@pA z+!8-56WNvGDNb1J8lI{X^SIg-jgF1yNlukzLBehjW1u{e%A3C#vR}^^L)rOG$4!3a z=bx5+_#uiA;hlA(^?QJAH;O6+&k&x_*`A+Jjwy6*XL7W5e0E~Wd%w2uhAgw}dUH=7 zg>Q&M!^}8u&p-UdVy|U}RAv-@vRpy#QxDgY0lMKZ;VuRLkubUz@gPpqxix%CB-Da2 z&xaPFT?PDPSZV3$zjAY1%uBd+R-FYpJ3FbFnIGkhkffjs^4x?;W|UQtO!w#<3Ln*L zH&&QEav0YT>p*%F|F`wAYNBi`v)?m&lA={pRa&)mvSjh(zRu%yTsgV4fXZx{rXB(o zYJwhWbMWuJu;`UR^4uSBPYBESn5|?A3q405g}Sm*^&j%j78YmT=Tt=atGm#q`aDF7 zcK$;1b)Ae-d9DXuZ6W!X+>*Y@iiYJyn2giYQI#C_WyW<`oiqp?z3ko!5DwrLI-6s^ za2rN0uUs2`Tvuh8dXpvF_jWsC;W$hndeG0~`C_bTTCRoywc<n%~VO6bR=QXL494W+u(4Gh4PEY#+m1QwcuoXZO=GLtpq*t2D2#!&Pq{qGpkIw=$e$S!5BVHK!G7+xY)z@(Og66hMdOWLY7U zl==D0X&@)h)~eD#>rFeN{wj|BjD>27k5aQo*%e>z+_Lpj#^yW20PiJVAGuJFTEwnG zv2e75+VHHfb@uDEE!n_K$V@vCQZr{;I`4LEic@ilw(@wvGyO-)VflV!}GBWxH1aMmYeO7KeHM;HI z)zw8L>LbJxk6AO*_gzz8_Wk>^27?HIGknJ$t*jL8O7rrHoFO$Qk+z1_d3OdQD0<5L zHICCPT2B;|Jp4v9ZBiWiq**-O=!e<(5_8Yhn-mw&5j0nWY-cc$!wy=ZvuUT=(@E>& zovE0;`m2a;_J)M@^|yAF3#c&j{-j&N?!4Q=N!v3OPRL;^K9!yX8D87nOY7 zWE^Bq!u$PXiEpZPT3}cGlk=98ms{dQ(Ge81r)i=b)TizQv->m!bB@GWCxV|cI-UlIMiC4EcfH**xHF!ub+0{WBZb_R z+j`VtSdkZGDP8_(cyD&D`r^1luXbzp3dhbo>i+WlEjN^Wz%c#9rzKGKcJJ;svYir< zK&bEb;iVty!C^PMQy>3Yp;0qxwd>w)Jg@hqGX>)M9V#Y?|A^H})moCt=HFk}Ck2R= zp6C4;#l>IDx}&*0cft6P6D1Z$>*bm&f zm26n)T<}Mq!P1-Orl@d3v zCKnt&M@79Gct6JT7ngr)04u%Rf0K9w9!nds&QIaF&1u(g<1*KO9VJa+)cJ+32kan= zB=5>vA-RIzJC1y0%PTAIn$Q?tkcuw&<7w5n z*p?I-B&%twtHVL2N-G_4o!pQ3`%3!amI4RoL$CQ1Lqe#`RXJ@z7$bW_OH+u&JLw&p z&6%^|ky^qN((V;J)B(fnHZo&+Zl>?R=Vm-LGw{p0VQvtPACSNv{H4ZldAidL+_w== zS?CYGrY_P8y0=7IsgP=B6ertHe3|XJAKp8R^3(E6$>CI>OG@idzq{ zIYwSS5hY(GZ^z6^?)}y7l2-larC&{4OAvg>#u6TPgUEnC9S0$k4|wBl{gqvQ&8`4Q zoMaRgSK_SmjaGYp)bm%&xR7#lbL)DajHs)tb9kLQh+J(yH^3J2bw66=H0ydI6+sp} z_|_Ck2v7d1G2~m6DEeSnG64oMnf9$xcv-pZ?R>=!;8D6`f? z#UkrqE~sq+39gssCB?tg+u-()5El=R|ETBruiw9o!DMw2Hzz*7b>Y`$()z@_wU@X@ z-ARAQ%N`lOt&Xc$W?|bEjLu;f{gnOi5nDxQQ=B+Jc-3vrbeuFeYC&(Lg3r}zFnkvg zyweUS-@kvK1{>oEKK@{qGNs7%ezUnIY_A{08wY_zp^N3O3LuF+KX+rR-4_>q%}R62 zaaWT!eO%B!ZgaclgMAc1k|6sw2q$t(!qS$}t|0zf#}n0b)fJ6ItyZ?bwr%dHz!u%-1@Hs{?uZS-$PDW@VfOm3 zz45v8NuZ3OX&x1!hNKbI0Bs5mDO~z5iO1KZ{I9|FPJY?H-q5H}} z5zcxTV~2JUexlCD{P20eAZ`7FgM|Zsl9NGN+_#sk(4EEmSGEa9{hja?*iM)4X{p`Fv`$$ zAKyG4&ctBg$=o=#0VIrconLjEz+&@~Y^WUVBnkQaZ^`8fhy+@8eLYr1^zP0!x9FBq ztMQFc*wm-#?g?71i;E|}t3L@aCE&xg)7J6lLMsdTW-2r@!c_sC6m@3_FnE~9f${I1 zIoRh{ZkT6bKU!YZr58@@>&=iFKcpT`l65rYiXND+vHl|CnFbs0a*lexHQ29_aUy&^ zYSE*6#87*x>M%)c>E88-+%q>+v69is%ql8Ze+xR#N#Y~+$Dd?c&5X~<$UVv zv~6v7Ue4hvVkz3%vKH>;EyI^PKynf0wXa{#BXrM5zvrjlxqSZvzEn+D0oPBlL=IJY z-$uSiJ^2CGP>9~0VIGQj1}p#a`Sas#7eNrvVg7-EIcu*U9e@*SbW~Mc-G9c8;VFEL zD7Z9((g~ga;OlHx)^eriP5rQA^Z(1z(=#wZ)jPMD90 z&MQYpE?@S0a^1yKJN3y$L8W0;lx!=R1?>yLoewncHIwccbp@F0zxebe3aO|_W#@Nh zd1^GJc~mrgu3D5erYcp{&8Y?%cZ6so6B;YI)g z=90Uck=?D|3)!ah!!druwwzjGM@>f`9rva~Ch**iy_K6zOPtj?cthMq%O<6pAc{5x zpnlvI{kvkEh7yd*&>Y5T#s4Wa`&wew~ci~FL#IjWnX=b3P z0KY&Jr-+OZ6}cd@*PO<9#TNEmTS3M%HnfidF5&lK(@I7;aQs{<1Yvdb1^=sLCFAv3 zvMzj52x4TYzG}W{EetF$uh?OIcwgs__O$Dyvxlo()5=G1pS)kJ8{to@Bbp&AufjwZ+)#cr6nCLEN`n17kCEE2rIwmRr>+< zbYpZ!gC81Ah|)qIj_W(;3TGGzNlIE8<8?smx8e1JA=dKv$=V=iLnwVCA5Wt!cRJl7 zd}U#PqK`5oXTSL2(Vc>V`fw{*c(|hH?UygLvDkx$SO#?x~O>aanuyhf}?=Va2249F7Ww#{3*v~fP8j@Hj-FY znzh^hwd~VL#6-^8ftWl0xUsI5akos#uij9ZLa0WtL1lh-<&=rw#j;mmH*KLo&agYZvL91p2`EPIW91$=n%rFxb7xzW z@Ke|iCyC0db8`m2cMesHCyX-u3H)oQZ$yB!a=o{^QD53^P*&*usm;*RPVcH)t%^SC zr$R?uwc29^b?9m+2Oa85Sb}9;^2?c_IMy?d)QrCpepRs|KVBWnzKSQrK}tNQrWsPg|MuExr>VPf zoj!G4-0r%0qc_^KPDOV#s9PO=XIFHryp_7oK;wG~)~Qq;IQG(B!;iMu9ip6}AKrb( z=G}Gr&zRm1K7P|yB>ZI~G42-+JIx|gbs6e&6VlK3zO;2TzQt->*(i|>wyw8eZ^$5U zeTy&Q`EywCHSn?wesW|297|~-3idspvJVYAb;Q1GW@8S6`zCR{ovisycyD_5>$Q&+ zyVcL}qP*AjUcxgH_uXo}YTVg1>x5D4RgqHh>(00Ce~s^*P}5a}DYCtL)7E|Za57$<-Wy|ACG*r1L&v|Bm!Tl{VSbx-D}Rw@yq)C8M=D83h(~Keo05aB*`U3_v%R)o;dO+Sq;vL6 zi_HH!)=K@+-EzE|o~E+4BBq3=+2C_p5#Nyz8P8P69#ZZ?`lH(&79-_k`d6DyR(SQu zn)jYZCI?JRJEKMpkBHg1^ZQjhFJ|X1!!%iFb^<`HN`~~<>0GCZJ8;LdTZ{bkAuNkz z_he=#eQ?Rh^&Ml~uqx3sEqVGYLN8GDfc(|cZ*=8Jp|L!Vd3vw~&kSZNTUw~}^PPl} z51GEPdMXNQEpDGqHo_*J;Le9gW(fbg#bnfsu+U~0%ebl8-R2KzrSX_icDTjp#@XfR z;SLiU9j8FZ(v>MLai$=6O6tE`B>vrEqIRxR&luP{sEp*0dQ;#mYg=8-3v9|!5{!50 zOf4cH^m!#jM)04XOI?%QrZqS3yI}~$2xDUCtIFSYe9sDp#ZA_|cu~z??@Bm?XM>cl z1)pU8XWIGp1o3Fw=?|XXBfPdnpH%|R8Chh1p}o#A&3ZkW2m7o51;I96vgG^}y}BRuux*=9N1xd^S0 z{PNYHuc0dwWuU|neGN-61T|7;2Y969zu?;ODN)j^&PZ@Un;zSWZ?}rN$-Me^H@kS;r0(m|-QZ$ujLGA5}=eF~-a4p4p7xv~W z^ItQeL8V0C<#0r&N^4@xNL?SBb6z#g#gV&v?Ixi$J|4qR+8!&@u8Gmo(V~(kh{A%Z zk}Z)uJ8Y{tlocl2@m>r4BkQa6X3raSCE%S7y8?IrCZGXLV38r-h4AR4ja;jj{>yfQ zf3@e`^T_H-`xKE7Pi3!%niA=gbwM&Y5NtW{WA&6f_gKPGX!~rwVBcA7n~N2X*+{(l zU?Yhj%Y~h0XcO8uZzc+w4diS}?Q5$?Tk*E+13sfJhV(B?4yOOzm4si5gUMy!+fM0p zje$2Y=HPjRfK@bHv0$Dm5?Ot5JMR&k(9@O61Wyg3gkpT@7h6wx?P?=IDL{2E3u?si-C+%^xM`{R3W93+HzCH7}ju5}R9=gIcCzdy^+sE{6OB zRX*A61IRyo|4o!y@UUxKTUY$j2kYkc#P7`EsTUTe2EEIVmyxAU|K~C!B~99`VyB`w zg;>SZ-e~U{Gi-UxGZc=(RShNLaXsLkPgDLaPUC1D-Lj^}m&5oRpTvAr3SD=>*v+74 z0zVkj+aW{VO8|!K!16C3nUJiK>K!{T=B{pM2rgRDf-h^p^+SMSwo2yxK( zpdCkBYNSd1b7Z7NT9SvWX`A9%Yi>lHEW>6$0o=jA zHkSu^StjHbWSPRP-)(xCr?YmtNe%K%EvDy?Dp@uPbUD(J|2-9=s2z!X>@ICMh#pp4 z5B2>_tBycCQFxG|*7;h<{X`2g9*;Cwjb#p-ZdNnRcZ`+|mRDR?Ul9x8Jj0ZKSs=Z2=Dzcp_H}8L? zq0x4Juv9c*0~oaY+C#bDIXO2ss^A3r^`55?*wrDlN_%*1dQnazJ_&WcwsMO9x3y!6 z+!LIOA<9#R< zNfAE0aokG`_*POL8^eXB0I%zVb{4(rZ#f0^0*~2c;geClo*|664xe#N?0IfGt`WYi zAAaRhvMby=8HV8D@IM4ai7iZLoItC~;|&&_@-R@hv}yn+G&`Ulp+pj-it-M_O9L3G~Ak@$iSA#38J-?PpY$P~{ECEnFB_$>9 zyH#uJvvq<;YyE4J)&(n{NbTm!#`IBAQc_^P85ygJnxOLN)s2phE~B7eQ!e!4#kcWs zt+|A`-vuB^ad_bwB(vYaoM)_Nhs1cgZoV{UJJXyLi$LZ$iLEJ=)Ixrh1jGr}F-QYT z2M))B(ntHv*v|pSnGdW?uNc>I)Gs>sd(IWGXmDxiD@d=9cXE-b0}c_2w2}N z>+Cx4X;nGWHGjfHF&r;60*uZ6&Dq@5DvN$CQDl2FV3yCWyjckz@xy;VEqQ`x_MEo|l#WTvHkTxbqFny^R)f(vh_)!z7a=t=yJPXS$CWYT{4 zS55i;B3-Zy>1(|;K6_Y%=&{E0-sjF{G3MoKNf3ujq4^g4+`aQ_@7)}+hwhRSa>cW zYsO0IvW7#5Kf!Wcr5j$Wc}xWJ-nwnFly-fj9t?yZl2Dw3`SdWR6qiR-&b{#V@wi1M z*@;hOi;kh68D}8_2kiss(7P(C82>X`+vL4_rlYsDcofF~R!wDz`b!vR}kxrprhZWLK=``sd{Q z&@p2$k)$JMr_JBVIoR9gimy>Pdr1b1$>^iv7GZk45*$?e5V|Uv&uUXU{;Pb(PxoO9 zUul9`j8!YZY`Cqm$Dn45<3vS6fco$&D~N{g)T2!8XNg?Am5?UNHDQ(cdwS#PxmP-R z@QfKK8Al4~vOa(3N)bF*?tOVFTy*UI@IB5eFD`6FK0#<&rDPB!GhE6Sw@Nr^k&=8t zYEVuccwJcmi+$IW=&z&rZzw%riKvu{n(QyERrjx6c%!;qPE{H1_9{r9DWBgHlDhR61=uVV={Gn&%mBiaQJDfDr*9E= zXvsJ(+*3$je{$TpyW;PVeAQyupAXNJ;Tf;N0Vy+ZS+!9zV%lV5Rqwi&SD^6g4WFFFZQ7L8b?a?mq@iST`M-odK*^Ovs|Zje&dLmz^+yVK^$TW~6hW{2LA6$fy)G6^-8Ly8BNj&ulM+)*6!MBl_A@;v2gWRWCj7 z;29GCE?PWrn7A z&{ta2{eeAPL`vF1Kgm%M_8Sl902{i7M3mQ?hX})8r>8f1B}U^wuVWaNK<-JZr+SJR z1b7E1W4ae^TlI4rq%AwVwgxbYi)~87JgU-KY<7L#KXMFDRtP()XkaqKwv zhL7Dn?a<nyIf(}OQQLIB1yNX!(27#- z>VWrZP>?em?Cl{VD3M%SR$Fs4dW1b?ap9D6hwba1R-}vAbwI>0(BN|XyK3dhx379y z3U9XSg>Po{>QSYe#2o?;*ZH4w#ET=Vqz1_tLjD!F?95$kF3pzt`LlPN2;_%zw|ua~ zE_Rda?3W*&y@EeAgx*qOvNkJr`p{AJbolt9jIP_EE$`zej--Zd7jcPWjb}7}B=8iWx0_{k!|m)8$P36 z(PxJ){FLQ2c|r1@c|qGFusEmiBiL*iE#qg}8cQ~YJ|lQAj064tLXpI4UEtAE5FRD} zl=G)|a$BfY%yhio_1JCk>)8Q(r%5HTt9wl86!8I6%KgE5I}=Sg%1^vj7x%aZ6O&`M z*4nk)ymEbW&U)OdaO~<1F8c&s_AnyOW7Kqyj)?_Btpk|N{O-)QcA*t$DwckBYTi!) zp{HB|T1@{F!AH+>e$#i_O<7FrrlF6%NxDCuw!D$Suq!AHe;Nx}wk8IUd2PZMPut;p zXTN7b6hn_@>M=tBQ4DeXZ)%VlwbU9!4D0f>p@H$rxvLwyX}y++>=;<=-yRpnYQNb-PzTBH=E9*$D1^@Zubz0Zu!YMcsQ2vkXdJb=Q|bAd$KQ>Ki4R+ zOkQE;*`Z-SRfO3I?kdqV_g?jYv814}>})4r!(RoMG$z~@lEOYsd}emzs(uLq8;L^wL1;0A=VqN=h&Jb&ej%MoxhdzsI{CIS!T? zI^$`&QBzI}ke67_wGGhF{OQ?4D$LK1n4EkwHwM)t`x5wBv#ETMDow1t z?3?3y>VIxT6_Bmzq8FFkE{d<#6HKucQo&-z&Y{eM8fy1eK?9bUq~v`7FINuQDc7c* z`k~tDkt;u-r)*}`6aeMISafQ>G*ZT9cfCzNU7kq9TvB;;{(!$;dDW*M8<4p!KG?oF zng!-9K{&8$Ab12CiD11NmxIf#f+GM7E^5dCebq(w9-Mx3^fVt;me}nL05Isht4^-2 z#Gema4N*d@9H)EYQj$|NS^++at>HlWKVgEDSsM*?5 zb{;LK!0(CkunL1zjs^04e+Q$#cwr=e{bm#KP}Cv&ubsih^K^J2`2k2Lny)X8_-~Gf zk)AOzHJJ}%PD+~Ixe&fCrmHYaPD1p1UGiJoM#3B%mspfG#}dImD z1u%M`*`s~_{A;R2AQuoordZm~r@ZvL){6)#Maf6ywRT-zJn#s{C^>Hv)jpx6tja_l zsPp0?#1>5ILwo0}9QsK87tqLjoD)pfcUuU+pcF{}@(ffAqIptE0Hi<(zP_OwsQnB9 zY7>M|TgX{>UVq=(h92U>zK3y0yTjdhPIhjdnb_D1af!bRa`0uufevi@?=QTy1Sc%$ zla=Jb1hiGX(b&XXEe4Q3EN1_*P(0QDk1FZr8ofK`N6{j?+fHk2H|pVZ0QM^_?ao(; z!yDg-$N}92pA>1h;k}@|JAXhB8qoQb0gsZhpDsqXsn-1{J3D({6OCpFD{oF)O#3yr z>}jTxKgg>yz1*0?PkV`etGRD~vvBa7h6e@?vNK<}CMm+Ss$I9a&dF|4-I5(Fk=>`oxUWc6w zAD+p>CqIL#2=|ne{*7LYix=Q2&iPwkds@sFducior;B)mX zRLqB&jxIpXj3ct)?xl$orFvD_$mbgubco&m1l& zKP_3k%_yI3Mf0x4wd1~D_y#BHlr9BnVC$q9h`H3RN0Bc=AsHzGkm&BWGiSaFO!e(i|v z)IJk3_%@|FpW-Vg+|~dT0{!M@xw91G+kn;>qzq(RV+Ctr&-)s8TuO{v(KYgQW%p+5 zs*d^uZ(aije+5{i>q^1Mmbau4Zx||A>M4{>*;4U^-7gc`3*+LkPF7+4ORdj{7p@zZ}eJxXwkTGCC`FU{+x)US7G;B2&I}QpiU|>aOk(yr9~!=^`l1) ztzbibokLD(U!q>lV!MR_1@J#jO~Y+X&^^kmoG6gDX^Bg?ua;cc6!qUX4BJ4v<;ZBT z*Z0v@n~KpVM*G0@8ldQ-t=El+yQ{h2FdG5?;qmbfKu5@Vc@5VI=luSCtqlMiC*S}I zvr5CtCaPGt05j8ILNaFH5oaGUJmOoD`T@tg=GRUrV52zP>hudl>tC6hufE(_>F(@2 zkl<$hzxf4L&;U@XV-_JGqF?p_7)~haIZ`hE(`em}oEYJt!Sn7bDHkKo#HA&^n{kTj zLrpkVJlNBf4;M`m8 zqJZmKu7IsO3tU_u^lAcyW4oEq4(FR1@Um29?+1MgFI%L`+$mNZUj7m;i_GWuy zIZc2>o`I7yO2@wLds|yu^Y52%tV95Iu%}KB2bwIhLk*Blcy=kyX%fF~_pW~D`&|?O zBGYqzjsQ?k1ovv4I{E?MGk4hZh}{9G zRJchSE>`0&fT+lAEz$KHh?6?IyO$to4y$X;3@{FAOn2+yN;f3vhj=5P6kJ`X69ZiY z09IA)r{dxNlCF)Vw-NrJdI zmH32V1QaQO#|a}NBaoC2B87l5|GbTvnc02gXN=ooFasZmp!}<`CXhT|tKN%$&g%#h z_K1MR5ZrlvlzeA8-}oWHef5XXej|zyP+wH)=F@tW(Hwe`ai2^d9!}YWBanT+&R{>^ zZTWN6)6JekMc1a3+!uVy_6nZSe7IHTi}3C<09_eC#9Ut>Orcz|^1$S9xf8taCqMym zliuB4?ODEk`<7=mN0VLP{bmaYCNM1^tGl^6V_;wir{WdPOcMyItRlUio(8@}{qwl{rh^7+IT<^Gc5mumgy7+g zX$x&VJ@T^|S4xw%F#hbd$r1}}NGS~*25j}_67yaf0fEW0^OL-7`11Vna*R`_AmLK@ zvnE|0Uki3OBB!?2Nyo^D2Kr>cPss_S zKU1=+4&mVEcTdjwh`7C6>s4)RM@q&wNVTm!6hXJ3k({}O+e31OKa;z zTLEC9f$C1q#)gF_J{;iNB%|g}@220iBRPOG3Gj!MY&F|lKsu`k1edNe?+HPG(dfXl zyiX|16BCZp|6!~#AnLBYbnjXe3ML^FbWc(Zv` z#9n?kMm^2+^hii%#*Z>g?Y9@zzX#HTjX2FDWO@9|p$|gtgLw}y z5CeZt>6jTmYnLYaDxtvnU*r+L!1W(!PigGiJ0&UKD|JZyri=@|rfRmYdTU zkcem^7TkCcgmL2i?DsN*a7HeEVJ_p0ZM3`W`uUcWuNa$Y?l*HOS%N z;6Nh<)ZJd3DV|-O5dGk~R(_DM1`>)Mn@og82;_F>KcL(*dxMf^=O&b0IOY~`D1z-v z2dXOivIWPc(3H_&(1SQB5hXvot{RYH`Q{H%`j}nRaY*rH?|MuT-|1;+8ldtFYuez> z!Yc2YxC|{09Rrt@O8-rtwL{IXY=Gu9ChuwmwBYbJkdBLoggCISG*{rT%RnqUI|#`PhjbU$$TW zGt4-s>5AI)uaH^{&o-EZYeHO*tNyD1Kd|~w+odjR6mS4X3QWLn!+(F}dagZrn5cw! zGrjV*^a$*o!lsut>QB7|87?XSe>eg4oAR?j)jP+-^R#13SoN3^)gVPtzmTQ`?T8Ws zN=-%%z(6vj5OW!5wl#}8dvW<-6F2&U;5SBw@Tt98;h$#CvT`XFQnkropG2WRgxx;{ z9msG*re>VSBEKCz+V~MwxL5m|goPdtrRFCNNm>Odpd`fiI%pg_K+<@$6D|C$9f8sK zyLrzNeWk&M5O(*NTpCYB-pkLnki%(}e#r?Iw4^>UJ zk9+?HP=YJNp(|eiX1`3(v6DT|IPyjj#_{+@X!?fj?~?6Jn5-_Sa4iIePr0-->_+{RR#CL|ReUy7=s4dk3nT+S1x{ zT>2d+&B(MaCYuE#jLqmwK_3tjUqQ>PGP=i-lKVUE&g+VMb{{t^LLp!1B*WZ^WZI6& z+M0NrE)mqpeVOoaqUIpENdt31X-Kc^ZD;~$P~vF6}ld+$#ajU15>1D)6tQnIEAuF$G6Pq#?{5|IJttvBKe6(Z` z*ty&FMr~%3hPbNf8HTvIdBnbh%Tpm1)*DE1AjWVhm!XfKb564kOU$N|C}JmSAzpJc zo4(0-A=Ylg|I_*o9G+1(AXpx>ZK7#(KmG_^CN$K@Q=hTw6oJH1-@j7NA5MWy_j=@b zFG0#!0iGfUtltdraJ>-y-`Uq{ia|YXyt+YWFOeNuIAjz?Jk-z2UXhVdI!<(HMhE4M zIQ(Q#=up9>T2_%yLtP|1ItKUW6H0TuoPKX@zVj3!n_(r-(cXcBoShVGtOG`; zzYw$akGBr*(L2Y{Vn)kb|6|5LxfdT}p#O63_=y0+1d3)ZH~^qtq=Wx3j1evC&l2)c zHMnodeZSHaoa!yV(pqSw!0BtW`$ZJ~Ni3QffFoJpzA!)~bw*Dks~T^^Y5^&plr0QI z43(#)gD@ca`IVbzVi@DR9W@Hm0Cz}3(gz3bO6?k2!pJds)7bmqlwVs>tnemXulv~H z@EqpZ-PNfOlrHVzMb!-~L<^lEP;J`c9plD3Mc4E5v9Y;@5N+)IhxwH5NHBcvGXGEh z9N9Vo=4vwk=MLOufMatzXXU?*giQQ(mfS-)#@Sts{`3&~b-)8+*Zr06$6MdzJU+4l zl}(V$Bj6Tjj$5t-DjKg9ztk~~vuam_|30UiM_ZU&So)Be-e)>sQ$-SH$0~D&%W1&k6IyIfWrip>ZLA~ce7|$OR>w-QiYOrW8e-G{$ z^`7c(l9Ch#1R@mzmkoHghwN~Xk~vks5*oS-FK^5a08p5*d(&2vz8?76uX<`^?%+v}&J zMJ)mT)_3skcq4(RQXIT1R7Sb?1Dpz@dtG#Y2v!7hp^Df8iDBD0sWyeQ^4S0+qH%7_ z9R3$Ts}&?;4H=RK9MmWL7a(yDE|I)!OV;6|w1-o-Z93D33k3ig+`}ScfWMQX(in_C z0*xP~7l3cm$4te#8}mq%WQL+X*RFbJ%5dqm`sgSQA#o>^;=j%Wv5o7#SQOO);N0m2 z3BPjsJ9M+(T;E=_qLb|Cq|UZ+XN9FsZkYaG-j)aa^Qnx@j7}5S*s4q0y=|h?Q_i~v z{ncoHxdk@9d=u*rJBO)*2DMvo7USN7m`LC>3h;ZGpC8YiXU*AW@c8goDqg$qS7|BG zqq@k`zJS|ff@;Z+*%ir;jn&&;Amlxj0!iTAT4Vw2v#JXY&O$2L2!HtB%Iq8A08n+H z0*g;Ry_+UizD)39>*7HnD00Xxi6YNm>l1z^G0CzwSA{Ww_Id=+9&R*(-i*=Rj@JKb zVzw{v@9z1LncNfw0p!(M~q?E|pt&>u+W^Pl6Qe814VTQ^@SdW?7G z)b_IxvV@0AlMVXB+%S0j13+{S{n>`7`s~=!ac}lbH}?Zoz$&W{wtEvsrmGp3-aP_O z_k|242DGbyu4uL5GUDd7-vEWOi_&v@*s><7C2P4FSnT(vWXbpFa_x} zNLz4-i95%OOc)_8gT>h{#3+2)-**6A6ICapI+ivz$7}L9{Kf!1SrR4F6l9o1@;zsEHc>Yy_|r-vQG)+ zQ*CW+eM(P%2(m>-Kvk$}Ys-p@BZKxsRM6o?4U6Zs&vf0J1!|U$5U&r~@4ty&FJObF zp(xOi-w1>v{eXT^0^Ean$pyk&9tJ2+(DA0Op0{ zobGBqE7z*Q_(YHSZ-tjgX0|lp%M6fkz!QeZDK5tK1ws}W)VBl-0UG_j*+WU}I$+P4 zHF9BwKw5LWH#Z0R@gbEFXm|oi?A49P$;k;HS%f)ul-T7v3#5q2Y9I&vv)Su4ZPTmq#iYpMEOC5bAZicf{U)&%6C~8I(HBs20YS2`<8P&Dch{D zFmm&XVFk8t=gpwi>&HeHuhtBuvA==99q z_1Cm>grDHI_>$W`vn+D*c_!$!tYbW349ZD8r1rIc9#DFTsjGk6OQ-`qv!I_hC?aCD zi@CrQv~4IF17nZjj%AW5p$9bOIcKy1Ddt8YRJ`a~>b#&VQ;}Llug=aq z9Lo0X<717G@RY1&S6NdSyCQ9t_?4}ZC8X@TY?EXO;hF3)Btm7$E=x$VZz=n}Gcibp z!F%5Qe$R2d??3N*9Pc0gaG1I8Ywo$O^E$8d{C+=R8wRpWtn7V^rwTrxF19Iz1GRak zE>_O5=9(cH_Lc}po9wKRhU3I;N42q^V(@o1jJxpN(cetkY7M5oVMp@*u@v#>0xL1H%)1N!8O$#LeXXLp%AimH|7@Z5a@;@#Ha zu))GnulF*jgGhaSZlc!%*hex(UXZ*b6bTDz2||$6#6a4~Cp-C+&X^Q>w}>WvZH^whaX)N75K0;EFX5&5Da!1;qzxr2sKxq& z*`v)#qX$|Q{eLZdfQLv0dp3PK=teG`tfMOzKa?qei!OK+wW(p6-o^?>84v^uVrjdo zWAg?iGgSUY3+%U?rYfdH_&wAV@aRyaX|}Fn=_&LY=eFBO@eP&vZM6hJz%RgYLJ&1q zeL&-M`wsJ`PfHwRLWt^;tP?-~lpM^wfUS00hQyr?BRV_5jO~lH)lR~2O!#xpQ?Fny z1?Us<=3cQoO&9mhpJIHM)x5s=%MDR0Vv_%ZvQjmw+Bn-8=+AFGW{;ZkGHa}EDR;S{ zJ30qFOfvZ9ULQkqrH&9u7$s5%oB7&BO%d9Jj>%CiT>)k3bKM}yx)OuTMWOLo|K{z$ zgQWMfDW6beXEa;YNN2I6`^`*SC>DWRDE9cA>ql?r#V1PS{>F+L$DC`z?)w``-W__5 zm9jU>y;{QWIMhKK3N5 zcCw|gL^;EQ=?R=|%Yze*DJL&Txu+|4Lpl?-4QUT|#``SOr0so;+bfu!^M$ka+Y6c@ z+&o`WHmcpPmLDon0f5nXZ_5?_(3a_6QeLxnXjN2Wj`kj^6yyrCU|!>tp36Gf&_>Q+B?Cl zXlk>91Va$oY2!yV;@%#{@iF$X7w7CvJ!%jbQQFr(ZMb(@$8ZN02qJ=Tjah%Yp0wE` zs4}=kk2=lxYUQb1PRFvQZpv(mAg%*PQDxiin85M6o9%4JhOw0*JZ)WDwWT@WNWF^E*t6g26(4A zjVW+o4LWlsP8K9xz0SyN9)|#=AXd$wR7TeMa4N|fH?>*#LiBW^_GGf0lpEyQrYI7f z9q8Ro7PB04JmQ@7&+FyRq{fY$KM*#2?}L+-M)sWP`}Pe^StJSl=Fird7bk*^SK{)^h~&~y%=p8VLw}GZy)5i z4C{{oCq_Cj1Y|LfuRZ^v)5~&DIV5!TYUY@o;Cnam1MlKAgOJ5*cVYJ( z{|hCw;9s-*P`Fk#mS>QQM3LaBD;i)DHZ!U7OO+YEfGTlu?PZjX8F^pR#$P!iXo(WVD!v%0llJvwRiu!D(o3d???+U{<658TSxzmJ zh9CC747^;OzX|#A5ja^XyxaNm$ZUVons;Z3&-JY3N#%~bza?w%E9>^C zSK7pv@!KMut6N%A{FyEaOk#UVL0Jr$Mx|nuhBYkMqQEn=O}6}DrN&ewR%j|9_L3px z^5za?0n|#aT0LC6jk3=^aas8JJXvD8$aHGkQB(e|M5N`cVXXXeWUU8IKlRRq%H)sP zgGI@|mI0Acua5Wbb@Zv`9UI-0`0eMy%oQO=d6a{*BR70nUeTYDWU5HqVT%T*Q=;lbr-FE-QOZR~Qs`g;DFWV* zq_pd16CjOq+6th;hCBbgk^g!sQ_(mMKa;}6G5RUY;BDo$C6z7SPDsKeLl+_l*qXDn zcP;1H+wYvi6?g{HV0+j?7DMaw>h9C}K43%9McdD8gM z;P!03<&u_+@oo7!yH5^5t0MJ=Ugn-cGWWbMut$p9uK3vW;$C^Ym4#@G)C(!*iQYa= zvk!h6IZK+7D(t#>4nLF-ac^RLzR1=#5L$i5yB61(EBh3Q-bnR~qR4XE(ah{aa1%OW z(Ap?S(N(vPGMc4vr)^=mA}ONl>qKv*P1QY(KO-uEdI2%wg5o-9xIxIT){1^`tm*va z3!`~aIe6g;?a#;4y3j2@WPZi&Z~kP}ydOrycEM-o4~3o3q$zu}iR>`RE;djV?7(#0 zS<}hUoz9$ha7nFTpg`kCB!v#Sj8 z#K|h5cW=#ZL=hCFs_Jj_QPI6$Q8$@(ey+pWu+64BQIh!)Y6R3Jj?g_EOrT6(G1M%@ z8LA$H{QfRxq20vFUFLM^b;jb|$QnDHE7t7#oFOuz7If@PTwfA1YQjsO(tNOoccSSI zW7Rt$VRbQNIa~ho9w8slUE{6E>yoFV?;H^pIf2DHez17gdMY?88fbFMH~Ds(hX@pMjCMsLiMvwk9pOUVVB1`{&h z1aU@+K>^a2(DMt^72BUF1e-N~ZYV=Uc3w&eedg_d#TaLL% zXCZf?d~(6jt-fhnGpaAi=iha9YT(qFht<9?%0IuZ%c1cor~@wvgV7+XQ55os!s)tW z4&zrY5UTB?ICwMuk{Ra6>{#kIW7oBiIN7_ChK5u7?RvQ2rokjpU0Px`qrO1jB6muw zG)9JFOfI5*<^-mY4;oT}f1!rcP4DhAuiASj=zAS0o#R$wq3IAIFSVNDtBk}vk~FGh z!k9Wvp_Sq~i|iO%TW5k*j6p8f%xl*#-Vfu^pjbN8j-{ZYl>+@(2qOn; zcXI9UhQLRAr}HP>H7)a61V0q9N%L_CKF#VmEgZGak;*Yve%4=xtw_tnV;6E~77|9C z2L_5APx!;vrqvv1;{`Xpn0?fYf;_D+Q!LK3JS?!C9;>r zh{2QSZ+ztpGILeL-2naNuMDiMFQKmCtLqVv(0mYFWUf-=1diSd^O#V=@ z`;wI5(a|D;g28a~wV4Lp6p({fy?7#;f|_2L!HJc>x0Z&$t5!VNF5S%C_)0Uv&x$uX z6reBC_5+2e+mLhc_f`dYGN1bNE!Q9k&Zvk}36Z9N<`k??&ZOCdKc^B95wLxuSo{0B zL`FqLB0N%kJ-tr=#Ua6AcdJqg`4V3X&@ZWAwXXRG!!JW80f9k8g9`(8Aw>KAzo2D< zs+ihicSw{ELK|5oppy*kraf{cPkWReLOs28>lg|YU=;cA2aO}Q;8!TCJeCkR_3h9a zowpM2`ucjK%Qb=tYo%H9Z%V)i$8gPaQ{o7@|?3ge0Sy`%?Mac zb(dFdj`vP`k~-cyJZ)YUTh=_;^)Q@39F}&7Zp3?uu3kOFxq5#%vs6X#h>e-nI4`8P zd3k5_4Gg3?pKRF66DX7@L9M#ExjCN7&dTcg^F~EX#Z{2^0{NbP1@j@RLAqFe| z`QrX>CU90$|M%~`m2S4c{W`v&A7lnZ8Z91=zW@q415_G%ceJ{=h)Ae`4*IEz|4uh} z4IeysK#9@s9)gMxyl7Jy=B@X^-ft?*Z9QMmb1n{-OCkjtu&t>vT{FQu(uj!v%n0S3 zs+fMx;Lfp*n{7*AgXyqvE@!qj1)j$(-uOs;a>R*P2xTK^O zyEm!F2VMmkL5&fie}bbBv@9-At6Ya_jT9^ZwS?~(cFgG|Ibd}x^4YNI1Pzs10)MX! znOrYx`I!y{TrPU1{)4*VAixgA#0qG!!t;U8X<}t1pz{V75<&~LMljMbx?kl?Nr6E371Td_BvyqN@!O-=Y~MZ!kQxGBd}F{0 z+szt#{_{$JoLS(W$11p4_ioyB%fBQL3j+7rd`CTgkm4aS4DSLhb~|g#JX;y-s&_|% zeLV0$8KKEVaYS9d9K{I*`kADB;$@yEcA zszOh~kXiztDuR3R@bKee1#2v*Hq+Z;@Q5G``GNSHvv9PK`vriRE?&I2<(SEoxJoWc3^!g22eW04f)tR{F)AD2PsqCF1`?CqgfuIT667 zHoIGd+5$IMSEFJZrlO)E_oZ*)xdv~}fd&iEyGD>VG=P>LF*bs%j@i7QC!tJhIK!c* z?7lBtjF<4QbjeHcWmbS;Gc(6G14qiwZLTwQneZ(a_rqS+HKRJ zCqzzomqSFE*6zKvM;^`ANQ5+h1?5%PkN*EKb-@K~5KV*nTC&?3Qs}6kpzKmFfG$SC zkBCu6W_M`21t6*j1l;aUXQUDIrS4$QY3KKTI%P9g8#}$C9X47QO;EM-#lw1w5LQVrs^QW)YMEx^#N zf%bNL&L7~oh=?504baB!5nZ81apitG!%-GuD3S}pM1+rxXzvhfMzO6eBM<|4Bpw0)G(o+WZ4CHp^9zpFaouHe@RruuauTRe-?(N#SZJ7LYxa zqmBw*KieT`f_q|$FMT>7bp;~+1QIMX4z%mN;$HwJ)U~kS!vla0l?Qwm4#16rovtLuRQ7pYqTAMwmDMsiFSK4E{4E ip+^0`O#it93L`4Vf8u=H^gZ>LuBnqzp diff --git a/master/_images/sphx_glr_01-vector-add_thumb.png b/master/_images/sphx_glr_01-vector-add_thumb.png index a38ac437517e9fe122c5ac2aee646a0417d65197..433bca1dbdbe7d74a5457dfe7772956d2ad586bc 100644 GIT binary patch literal 15940 zcmd6OT89?wS#M@MDJDQ7A#?_5Bgabs_`G1f=b{DzN@ ze^OHQk7W-3HD1nz3IrlAf4ud5NxWU+>w}~kckr4@i+rz{$ zIZQQD%?5PASTs~t3+FU;a$3~ESUDfR!eB#?COB}YAV|~;GH}vJ)Y8rJ0Z7!rmW0Sy z;E5v|SQ_x0KAmJR7NjQXWjGcj+&%99*Ov^A;Dj|~WZ*wt|C3R}t5w8?Tu73{guV_! zz{bVRb!R5ek%RB|e>$hEvtNGW?*7W4LhHym7)va?!-z^iAPJSDAz+BJUGKrJ~xkkIJmeI2cIsi z@gc796psp~^^4qTBi+5dKlKNlH1I-x{$$bp@BtYe{e3eTwKV2)#@A-;JRd$Q7^f(BGGcXbcx~H`am7kv;!CVd(>tpls z=rqgq6uiBKAMdZVn$4(#Z}-iISOiV@l3ED z9v+^Xhx0L=Dl=q_0;Tn==LbfYol$czKei8b(WDM7aUrOLI3y&4yA!#w6_(UZOtGs$ zlZ%l<2i8%S+N3t=P?r?p#z4WuAD9 z2I-zoo9Fi@cMmr$x<2A3-uyQ$B%+x?5(bzz4R*UQMgVeLLstr=CPY&U9M(Zus`~q^$<3+S)|S%*@e5+<~w!5Pn%s z&{&M759oZ%kTEr-wV5gHFynFBPWi~=d*>P%6*b@JQus1__q(0};j4P`=025>vS?pr zcs#zp8dEi~7Fx6z^|)b^G0S^GHr2X1eez~Wd9K#T({8~GjVVD5-H3BX{LfqPqpl4kr1SM};gba$-tF>pj zOI7uI)qED@uax?JLVC^vrz4x%pT<}sf%8Fvp@=O!s+7`q!W>nM?OKQVz3zxbOdK(L z&|^{wgIICDyFXhVPN4+b4rkD#98w$DvQHC95?SniR5+~rMopg>etPTO+@RW$q#_RA zHJlb)N2n_#h%FdC1lt~k@fA}vlcL~69JX|77ZN54Js(prk|NSNwQOfsO>mf1MC3TG z?TiUufC}n@lmv<7xv73?mtVI-Jj`vJf&U@wxB*2hV*6_B>aj%5Y~tdPtQy|k)zQ$W zPMxTnW-BdThYPh)VxO+KT(*@oOSLBm1c6`ZJ;%`xqI`A4nLVr-9K%wVgkM=! z6M$nw9fN1;;rWX{IDi)^V@0Wk`-|tJ5dtx%ab!Lvb3_DPU+C9NGTGx`E=VBXuA328 zz>4FEVJ`MpmGBIe$x(+&{j-weD9$!{Sy_aSS-!7e(9zLhq-A8>2JZ>+@v-soLkubk ztE%FG>93#PGBGhxiHVU1EG_A=5unn_eaZXrBf$6mDlQ{K+1Z%~L;|Kr2>6G&x%sZE zFmNb~+lCq%LG!lX4m>dRSl$%*!|&Y(glf#n3*6K*zAcS%$+?*;WiCj$bWd(yrB07ZcjQ40{6qP z-S2nD!P_bfk#ljUjc(dZmtC)uXVu;p7yHu((%)ISE6+bqZ<%OWF|)c?n0?wL(cE(A zDrcpcTMaW-2x|0QYRn5mqoL(UnYxjuVIvqu;AQZ|5-ua--2Vv;GVM_t@JXn3gtNaY zS(0k$8-3o_MCv}<^Oc>V{aa3xKuaC{+qT)Sa3G~8&!$FAy~}szG`ZYQf)9CMQDx;5 zka{hHdwcmw=Y7MMV^VQr{~-!ddwJDpW2G}IC2}9kAY8*PLVG9NSrE9>P?W+~v zYkg~LYr)GY4WZk=39vV7L6~!mE{r=F9uz`CLNGp0w>zbV?U@>?Vu`1leI?qL5$o6Y z6PA3Ie9kS}>Dm~iK5gch4)!|3efh^ZmKkUf8pxIMCgHU3t^vVeVUr6Bkp>lv930TtqGjmY zgRiC6k*AO_*XAp->U&LodwZ*t_A2IlOd{*gA9c+#UAHM1wF7Zt-7cnVhDS%|6&E8nFROTZ3c^fGOyCg^)Q#k3XMesu-!ZM#o&RMF z;>^i!wbhd8$;c5qk#g@51YYXitSnJ70edo-#X7sqC6_UJ5P904ACKwi=*Gv#e?yO? z%6v$>$(327P$j>yF$LTkTyk<{@DYy{FUD7CG1n`fFav)4pvv^zKo&};Ul`f^e2jYT z<+e%s@NxFpkvS$>Q8-b^)WLLNTp>@IzDPf37Y9_CScn1i!B6`2Pgq%aBwg@D#|8J4ulhMF8nYRtyj8>iAxffqvakAdqHWx z=SEGI9q*azd9Q04+i&nHW}{Y*cgpHlHh=^CyAj2?-GNAHwl$atoJemBY2UKP>Ig6= zX@C{{9}f%{4N4~W8a5(X1%a`ri2DjpPfyd)^{a6BQOcEcMrN?;d~FVQ7?hy?^R+WX zXNT8q+zL%~C{NXu$6NW62i(LYxHV`*TmiENpJKp~s%vOSfsuF8T`)M?A9y}p9cBaY zfQ-xVH8pi`snMmlqT*v$D7xs=&8FS?_`zjfULFhnn@rd-D2u^z%G$=nmSBc43k zXfZ!xkS|41QyZMhBd*B zz)e3VZ#l>2WzSZF-dM`9KlzH4x@CX2x6j7>pTK3l%{yv4OkhynC@##jZa(ul`#aFE zY!C1wxM_k62AH~3RhQR)Qd458fmkocK80??d zUO#;}AuwKe$02MbOo%BSd(q9*((sFDm@b6Q^i}^QY0je=myECjR}Zc-f(9Op&6zvT zz5lG*jNYJf*HdRmS06SdcHqctAO-D!@qqM8nIe6QSh^r)6l%EmS=6yoz0TE{C7F0* zD%3&_|jVKJYz&^M^E+G zzHubx|M+o}d z-`~$c8N4x9Gq=2S*aK7d9-+%)m_Svf?F;|?d!!xnOjXxXOjFMn*}aZ`X#V_d!kAz-W5vxu^}4_3 zY`jf4nDCbJ^t?Dg`$8E_Kdj*REirjbTfI|#+}dnPZ$b!!*IhWqA#^6~bN3SjXVee?`y<(h|B~;i3RlH}YSn3XkkVC9Y+9)0*)iQn(Z2FI4vHs66AFtX%dGBKj2kd)} zubmdgl}tL#`1G+G{@SKvv7FvLlrHIY2bDa(0k~~mNMP+u$f;pTseknA2^Op>fHnA@ zzJAUgiRViK6&m{sog-3DvSvjoO$4O5)#?i2@%IZ+zZqd^q#4h_NMo!!lXj#xHCN^Z z`78ZJD^g4jmPYd4Jj4nU)=5m=+;J{c5LcQk!}a@R`a_oD^`o4^0i@CGL24~^JG&na z>S#gtbU*cTu=V}4k+7`h%3jrj;uLuMfO2q! zr!g@eICi|5pW)BQ=#8^;A%N!_BX3-@mJYF6_`AJOz@G5Y`4##;QL$0@++YKe zOSHn7(rvj{&f3HQNDvj6_M8)61LU5>OF9`@=O5XjTGyhT$#Z+rZ^)!HkNyuT`1*(^M9>~sgDX{g&M)y}m=OHh z?%*(!KWR6s|L|=~@1qqzt@ezITcI7#qQ+dz;x7k)%SB#Pl=J!Fj09{T_kPSF2j_as zLmx5aBjV^#=I^3XGw3|g=i@_msW|GBj(YH=wb^#vgb!5&&g;cw!x=J5sy=dyi{Mu) zlrQ5ihd~FVtEdUpOhT+42q&O*aQGCv9J9)6^V?U6R3!PAQSJgg%0xEQSHRS15_*|W z2kQ(Ixgpej`?vA9@ljCZ6v1Bbkt~NcaEe1M90O`Zh;x8Clp~J_r-o`6oJmppGgmH}do+*4J`11e-#J z*iKn@#Mx&#Zu%IMd*!N|DDVxL}Ngat8X`NVg2f?UeEVe9(`E|UDdD8Wh}af!vq!OG<5WLJh2 z&WGf)8Q&J6NA#RdrT^wbIKCRU;<<@ls>v#_;z_Gz;6)Go{j8yX#`yT#OrJ9az_$#1 zAs5kZ^AU1y&hR?luKaXuuUTQ>J9RrS-JU~>uQ@eoWD=vxx7!eZ_!^h8WT&qhjEgk0A)OyHPPB&~KTgYA2vL>b1M(|JU@>Q)O zZqDS(3u?BK=|O-B8gDkD8gIAL<{O-70fE%|WHb+;d)8Rk>akpjSaJyXS=QL>tJv*r zi|vs#IYmX(4|TT2fI9lg7PV_|MOM_icZ!3JqvRz;{>-l1-=j0jLz5f3kdHiJ1t!;V5tO%2LQ zi9SD^4<~cKs9!AGz=`f8Q%dD0l!jm=GwYQBjsrpV4ZUwk5TgurM9_e8>~DidPN zFaF=ePt}0+Nf)Am$v|Gl|4C)|Nm3T96L{jaek2wpkD{<$aLPN)p^Wq%@VHKBE#eX% zqF9i))42B0ZP|xD>R*Np6Z>*HseNC~{EW2>joy7fezbfc2uoO_!sV#%T)eILip?D^ z@kQM5=uhxl<=~GHLVb_d=+nUP*IER=(kxin>&ghfsa` z_YJM$!?Ls(g-Q9hoV6WAez`6< z2eMb)hi5AP_sG#b>$p`7ShFpLfZ|nKcXA%H9*=VlFrsW>;9~t=zYmIuPnGRtv$!A; zGyHcSss4ciQ>BS8=yfj}HUxy9+!Iz5aA%QuNVs<0_~s8=T0LMt7U=h<%mWCb8XiCe zOVh3P?VW)7q%AF9f3Sh+-`qgeVvp~qvl_<`#zOI67~uJCi0fzjt{(9byQBaaQ=Dmj zPvGn{LrI+E6~C~BjLijoB%rUTchewJA_N~1A02i8TYKGHxDm~(Jk>`9PhM8$ri4U zD$EACw%}|a0hjnt)Uoj9wHG-y0k3!2_rO$jap4n&>abyB$v1(}nK*)(z~I5x;V0%! zT5%D%-uMcyET0oh6j<5|ZN);(L=wOXxS}G5g3`JO$0*_q*}lx5G;QVDy_a48=-8>% zkIsUT82j4K!#uM z@_W~PJ6;RhA8W7~Zta%)&(Fgu!bx9Px)-Kp(7z8xOoIh1DckZni!W_;qx%v(ix#7_ zQNmD;bZniSA-s5d7F7^z(9G}D9CX`?=g?VB&#-Y2dcc~-^WbT`OZR0-WfCtzD6@oV zp6rTmfk#s&8q23u(P|c@hRdvxl#cy-&T7ldM%!;GSvYAjPI6PVONx@_Z#1uyg>Cy? zUn+c+h8=5y7XST>#-uId6i%>aZub28Mn-3n5dD_k=mYjbMaaW zi^7LX^n}#Y=799u!nw9*2i&m5tpR;^Kzcy6$A~{`9(NX1W_R%m5z^$M6no7{;X2iwRu{k7P%|OG^e}w&1fnhVAn9Ff4sKkLVjj+Iz+l5SjH=3K7GHwl-32%8id#TJ_xLJDfsg zqlsQyT3UWgqVdK8*I?!mKlsD2UV;hXT)lF3iTVviS- zmbJR0f}3ceXv7dlM=n4@xP45b_D*j3Lqev4d1@RtJmedifxhavvvwOjaHyIU>Vj7etCMETGtortWxZYVi zYoPe{?c0w@bWPmwb4?X+2{YY;fo?7DPneP}8WR+X6CzM%6Ub=GFsTdktWo0ohoLkDS0dZOEe(E|m#FX^ySj-9Q%QxXbo+|7lJmq5tiBSB7t)23 z+_rOE;twZMfb?KuW?ujO`32zTaByhqG4RPhYN?5VY$~Q~gwo}D?H0=WblB6=%qg}1 z1=%5P&WGI#7b++z1z0`6xSatQlg)(kF~e=9BJ&y0BZsT)Sv56$N({L4^zXvk@wT?ME{<2Te*OA2s!N6)kg6*xTJOzm_@2{jMgfy|D-T()RfVjKgJJ7J zrXpdc9E&_#fFS?bB^)3`HSGI`5G^}kFPZh4OJ@)T8Vfq&_IPTt8xEl2_Ubu%Vu)hERGgx z-)U*NoDDE;UV7^Qve5r-GRqUN#8%eUCg6~d@<~=g{+CXe z;pwEA%eVmZ_oBDeP=8eB>djd?kih5yXeDUn3UE_HNt_=6T$K}ZI0Zvh8+Rd4c<)jJ zbQ}SNmeY0Q|E%roK(Xk@?159G9t<#2VC9S3*yQ9RrmE-C%LWC|{_1{U9Ppak^0s<>}WV=pM@SwE10bIFQVT2ignTY^3 zW>Ap?sA-PY3w8Iyxema|r3kyRczJm(IrWiimuW(cJSQioe`I9K!T){{`&?*BM!R=@ zKXb{x;b|FBN9zv%ndp&$xKg3PhhyB*(y4}rr&_>buZ~qZOk*o^7a&*Dg&M2&ThXW< z2;d80fSnV7a?RG?1l8@volMh-9GNBOA$CyYbw2GO1Qs(E2#=a9@^LL?8cO~<9{^WFs1^j*#xu3kL@Zf_^t3M3tA z4sDIqia4-8e*KJWTooJKQ>acB_e7z1?vVQCC)2U*%q>)s<+_N!@iI88Zx+K61LwD`$lcPfm$pr(^KnEIF+26iB zHZ=3RNJ;;e{H1S4CU;`Z^%EEI17>d1iz=hZD6^0lY7uVKif5yPu6*(@iV?jomXfrw8kHw&! zl#e9!5aX_}8=Dy{d7>CPM5V>Cra0#lBf|E+)A0z9hle_meT-E;Ox%KJ-!)J|u>|S-b68N+lvo)>?^8{JDcv z<}xydj$iz&{v%EBt|JZ=%^JTjsi(&z<6K6W-uN>FF9xxGXYF@H*Bt{i!i#->8IEL0 z(VljcA5uDZ4ZFE9N>5uyXwaTjKv^M(iHV`!EKTjrhKz+hZhbgi$}uM?l$=PG{ z_E()SGA2fj|C@Ax$|iEb;sd5PtP5HyGdU)~RQ0m93)&l5%Y6BdkO%%Q|%70|QN%TBuMpA&~P)kKMY09M$P(7xk+#yf$V+oF^9^yPaVNKD5KzdgdB*k}lnAmA-wJ2ubX z8kbRZWA%nLw{@?(bI~99l-i4Q-CcFk1<|8mI|76Y2T3eLIhiy$Kk;uS;C*F5GLgOB zElsqGPnr#IX?X5eg7CK)U7J5<)D#o4jpynzm7!nf(l%(h&a%y-Uo*LP*^=ndzcVVeng$uln% zV*S%@y5W%`5WT~eZKbF8j4~PP6Sa_U0^qyU0Osg+0Nef3(L4R!;?GK=VJ1KHs8_9u z4X+Y;t5u98Q^}fea#*2HFx7w0ov{2xq-4v=VPQ8|T+r?fPTJP;$I@h61QOg6p&40rohf;E!%Z4iix=0$x_;?J7t9s7{wY zu6?J`yJlhP?qhl|myi+j+)=f#9;1#T-b%B_k8CSfaQ?)%oD3Ml@4&uDi@bF8AE>pN ztpa#**n*eP(1$xBA_A0lS3Vt!MMg$8?B+!E4+?v3xB&=kyV{n)tWm&a(v6hJN*D&D zKs+|Y2pOql&qsHyQ_;}C1%PrC2?+_n zjKRTVEimj1453X;O?9))%l06cf9_ge1Hg3G)%j!d=sWWYNJp#z^2RzRrLo7Q%9Fq* zYG@u~v3@Gnh9D?rH|TLtd^+R?*-EE*l0Jf@r6m)PQh++++xPE#0EFpR1~pSvL69Ofo^+x@nMj>#3v@s@f*K%k?nFN-XUp$4-+Lw&mW_fm zd*S^DI#J=+KuBXPSyV?SVw$s;aaXRMz{T;B_gx6!pn`X)K#3can#~_>PCZ2_S`0Y- z+Ou57#FC1Nm@vo$f4|q#51Fw13%=QF#uEpUpv_nb6%!M{pj>;#lqn0gVw?^B^m3fe zNYCU6DlA<6%<-dM5Lhwxc=I{&$8@KuzP@PUu4Hc0FP^r$~j73~5#a)<vM>406T#@mM*y@&VzSn_=ysmdhITG^F^Eb8|R7VX9mnX+nWcvfD}L;t?ft=uyPu zi+4P!ipU43crZhL^mDlTy~VYPy{>rFIgiEZF1$dX>`^56l>(e}jiRv(xmKG*g1E6% zio_##U|wG$me`k<;Wx`Ogapn5i%G_IZk0EGLM|dv)xfHPQNV||U78+5FMHCI{2t$t zl&P%Tc8Q=Jq~*BlK#&sq6JqHpv z?2G3od*W+Z&=Y1hq*jAQ!GUR2zgxWkr9>V<}8}R-U<7Oi27Co()DR zRtzzGP^e*$v7GQCDGl!J;W0~_NJ~b>vi|Hi-=`4rHaL_5B90m^{AIXc=hMFT)7kv0 zm%|QCXmI8jd2adEhEtbM)a6M-87iz2GbRTsTY-;C_A6Of^bduf;n6G^M zGP0Imd%5t>UVTcAu)>v(M7J0Yc*ph{0VJ7_mt4qSDSj3Vj7nvR4YUi4ZRUMd5aoU{ z><*PqNX6>yA6_B4_%rGS}MMglLsP?y=<-VoGU3$HhQ?2x|rZ0qAEz?k0~zsv|5 zBP%O|2YGk}Ml}1NfUH{X^`+jUMZs{0Ydhl%<8edX(z%9$2K1_(vaA zt>v|nVq?fTLb{^586N*gjCLSex)7bBw=ObNiK!Wh1?aMh& zVLTpj#PZ}DD_`~jwe@JysW7TsTR2GgRh(+9eO^P;XTsUm!FBJ8pyR!tt~|M?Z>hS3Kg6K?NN3pl?ZPDj zGpe_wVPaPlZI@j2jqS_zj@Op8IAoCUP4G%c;omEAtx4)J+rMR7S<&@{d?mtv z^DY^_OmB=jSnxBQWYgDF1jMLUZGA4Q5{l+7=$o6Pn;mhy#92ZC--59^gOqn`oZ%a> za$MvCUj7>N7Lid7v1OVceRlUz$h;J>PSq6>xy0Gdx@BZAL#JaI4wvPTLdu3i{wkR* zX%`jq#s+_={%=*KF@4$_4|Pq$Q2KXLO-^jQ)%Je_KksmtI}ivH@4Q9I=0V272ZhA6 zs7M`+2l7QyzqM*|(xTI2>CG?M4s#0W%h#f^F)6>hVS@(3V_%nOG@Af1?K7REa9kfc z=@sEyv*iJ~MdyJs1BLutyjcF=nmNJVZq@AzKYvr(_Rkj)3N$==sl<@*-}JD5I><0W z5SsCu`yxM>=GSD0#@t_3w|bL)`Y>CyBgt+Mlc=phS=Ghhw7iS`mk!OsQdc-)!s6>W zc$)(P_t)dC&)OM_=YzdZ19Nei=?4Ywd(z0_OT5W$SQHj(pd8O_tHsD_!-(dn8GQ+P zZ0%Pe>%I(<F`1}Cld4Wl(FWawzCnmnz@^FeTd z#A{>uVR;@Cb)s?Bl({wSz)NFkgb-|8iZ|gpu?CpB>{PR-$ka`h_SjTVITon(SOE1V zn{G|GOcVh~;XNJ>y%4&NMVQIS?YCQPGCK~Yzmni8Dg~=SUL#TaO|iq#adO52g)qJc!+lnAD^x3^bn&`Odt)bpMFgS?80eVPRy z39+Cf6_jR?3yuQn`Ktp0UwJt|vI2sj`r{Y_(4CinidE5A!b}(z#5LW10**UH2`JHC zOwG*T5D?h%b z2mr|u8j3(dO1d~226)*TU3P!ON@gUcHqaXcBTPfCR%f^7fRciy2PyfCP!Kk^D| zSIM3DF}Zi*-743THDTF(un0l0v3)MXlNc5ENh`-E?LDf65^pz|5K@i9nkV1c^X;RtPkF zE3KcZfsh^nlVa(g1HEv@7f>t&d*$Th)P4thbbZeZWVx)Y2OmYcIF)Ve?DAV$(w`ph z>wP7^fB%kyhbIlR@-RS11mui>5M<)u=(T-?i;EjHdyo(0yMUgn^1XKlYAYmERGZl^ zMIaMeJbL&3{X~UfyWtU<)6J?l6Vq;TAz(iz+WnvF$d@gu)qrLW&~m4@K7tu4fWZYc zT~2Xv#KM9ubk=2M(9&>briy|BGB|yx6iq8ErpxA*Ubn37$RX?7H`nfa@>GPcU%xs^ z&mDti0BCvA4G^(lo6OA3YwZ?6B{MkqrH{DbB45^+oUt+W3k0;^;JfeMNxQqdH%n-{ z36q1u24Jp$p8hWCT&QLgtbi*;Ng~b9vXyK>7L(myO6mpBJ5Eha)!Eg9g@W-Q5Qw87 z8IWQoq@*B^zhdX(`_|GT3Iu?_!lA|M1Qp>u55r)eaLtnZ^71b;Gn(LcP)>BFROcvF zOH#N7`*AeO-V_uk20@9$&*={EW#4}O{7Fl3zh6@Ejo)U5>~xNIOf+}y=&Ekj(0h+Q zzn}nUyk(f#+20%ZUcLuyAm-QqmIs@U+e(-sbM!tP)%NK>7iRhW1X{eO?Q_u3aRxdd z$lX%Mc0~4TfEjFUB^iouRN}L0GLgQrwY>KQGQdGl)Gq_C``oOD4FZKEJ{Y!QwnP-b z`p6un!3>X;;=fy4_SyAT@y(lWV4&8c z>!v1Q^QVVf@a`KYr^+fI{D;mHCKvv>Aknl1Pi)N*>=N28HK^&d`P@2<pKvv6% z&Vbq#;Js-nN`C%Shnmze5R69lZGvM_)8o)u4Ex@-{&xT106%FcUk~u@axDd7si~=c znnRqoR#;CneD#Zu)tDQ-y|O(P)wPc+fByWb3nCXEIlitRInVs`Pwnb(-bIQ3DIV&1 zFrF8m-zh7Ps1-iC-eMYl1ba#mD_2}zt_i-DuCjxDP@SFq8hjc^KAt8C*!ps-s?L%# zJ#JQ?vd7@?+6$mZS4%chQKkw!;MCE^ z$))qneWMI+4q0QCmX;PPXcz#WXj~5^UFghfwSATLXKv0@?|k>=(I8yR zpEd@|drTyhwKeW-yTv-tG&64RVRBRm($?3Y$OS4R)=AC~P_f!P^^{js)M);OJGk!n z%j4Jp$QPzKwt^R1ym;s5=a0mLr$cHEq~!m%O$#os&utSQbZ>FfNy0@tN9#K`^KA8f zX8-Wv!!&rQdhw`ld6|E_aoOJX6{&sweM3{TJ3Qz+0lV%_44W(Gwu$aa5gQgp>6e_I zPFA3rRqigtIK1f4J~C7GVPIfjJ(9KjZF4&AHfUEc0%?9Ug;**e5kS(Tk_;*&-!Bhl zp($>r@0HHR#>N!KUNFdFO$OrWLD8kWX`co7=P3>aH_$imvaGBO+G7zI7+5zGlEZX3 zR~ZEQEo#IZK<%SJue>gMubBk69W^!V#d-&c95*#Rz2O4oG{7FffD#z5^I!P_m5iU7 z#eF^Njt{oJchDG8IAUQslFF~=Iw1r4mefX^7e{u^D;-wF!M0A+{e!tWUL6BtEVM;r zxi45jE3&1frF92EO{qXLU1vKFk&=>HG`+mMgevv#?z~}GSXq&gk*S4+n~o|oRdlH` zjAqOA+4LH|0+;oj(-5i~=WM;e0iu_VgG=YTy+RjIz^V4Wv<}4}2RFrK5k6910r)_N zwp#{J@z}{vGB5$Ul~SGR&?G~@l-*s+z@VTM5f2VrMisNo-Wcc&TLKUSbbl1<-yK)E z?5IFJ777XqR4@drq6G+Yz*Yg_%ZSiUdKXX%zwz=Cl6W|I0eXYhn-0nkoW;CA8OIYK zE1gOc_==V@6wo7L20R6{)Ck7KCLrj|jTMhnDKrHoD5$Dt$gbM)*VZ%8d;fCXQ|D;> zi(}t}nrM9O# z8>pOpdo*JRa7jw<-{XTI$=Pcq5T}Q>lY-NX0m|W~m$d!&kbw5DJuK`3|S4WGmbFH5|l8$Cd zW)B*#7Hk@~Q*9PP?QVB-W1;mefEm%q1iu0g{|o4`RD`zhplxes=jZRsg}LOT-Qijd zR83%*KDb2D{-g?*bRrdnL>ljV`I9Lo5}B0S|4!fii5x8ii-a z{?DWtDt%c`7mWOh7(}3*@9%hkwQkvW&~MOU;IMdlE@gTNlkWOQ!TS3=H3mB)8QIY8 z_^C_bWJHJ2+BXfAb?`^6x_i^T=F+P_`%>8J%#1-bvs5#JeEa0Gc-neVw@;-IH+KRw zNUj0@S)EGn9^Un$+xAs`ElGw7BUng7gCK>^$!mT^G(l&i5?l}sfJRMKU!NTGVA9jk zy{w)emZS9TKHC~X25?7&>`x+)@Bst^wyU712nk5fzEVqR*Vz&u%vKZ@6@>%aDAM0{ zy5GA)!^G?};yO9)qpbG1bq0K8Q%`sapf&**1I;(U*K}G`gGQ(k5HdknrUa#FY7s!m z@Q6r*uOniR{Q$5G03_KMlAggt)_KsSlI8y-WZE08*4!OHrNnNtfNg$kc4ENyMgfXfBx0}uwGB8S{W zfO07C_R!7|(72SBpKn~h2)!mJw?4a<-m+iF6hKk<26PM+1Cs>4XgTMg9IHL7Mlx71 z8my%4{$H1Uy@r-n9}sMKu7?ngTi1g304oXY!vwvj57+I_TOhsZ+;ToW>B7{|(J6Mn zg}AZ+EfI>7r05FC-rwKzl|q2dLYf{wB&!#5QLa7w|ScFK+^9qX3o+dT%zt#qZfX1*sqr=oRw4 zyPyVH9cZ&nNKYT0t2Aw1QqB#&iHi=Qhqh9iv9bL>hn4h<$Ypkulf6L)+QMOA6l7GS J%OOUA{{zF9Z4Ceb literal 15945 zcmd6O^;g!-7cGLMq=2M!Bi$k0Ac%A~BHdlm9RkuK58W*dQqmwL-QC@F=Xt+B-F5$g z>sl;b@~N3Qb7r5t_X+=~D2;|fhynuxgC;8@@d*azMI89SM?wJqiZ%<#j+wz|lalW+mgD-gI?&)6N{xNMu8o}aE@u{#|vjGAsOUBBn}JYs<( znGMH(K}8;f=_@-CPy0on83p{iHSlE^rdSwyJPei?(ir(`GBG4_ehF9!Byx#R8Gj`5 zpdCzPOmN*>iWd|?m=JL)kswSl=dk}@Z@RF=`Q;V{3`JTlF0P%+JKN`u{Y%f&Tkr0kp6u!Cy>6y(|n{8}ttT^+J?KMrq<$InD*16qNj>Fy%`=Tov{hAALBYXe z3kyRf6>V}^LOu-}-{g6pAI`O!U6};jj!egMWuu7szO}Rn78e)Ov9QoGGsjFQ3F{rI zVMBV)ZUh@znRSKmm@8ggj|#sf!9!2RPVSXAcSgwm+F_YoOo$wpm6RlEdvwY~$%Mwv z;rIT%kWky>w*Lz_Bovgj4n)$8=cnUm*7RY)%Sjc%s~MAv!}(+|it&kw+qFm*%_e91 z&sjd)N`j{^&$ot64(ICL8MI~aIc-(CpBjT{!{@PGIK^d>z%aU=scf>Yojugl=JjYrUdbNPm| zmaiwL@S~HJee>^a)U{Ru`3C1si#iQGuGeJ3IyDGKP5U?B9rnvkuG>jH+D5m#_Al35 zn+XJ5-%aZ}p)n`FYSmY=u%MHbm5n0c2oViLs50$;UEX$QIl{mHE-fwX=4##!L`#Op zR;oglQ0C+Pb&b=uA~NQf2|Y?JpY_ZFcZLv=+CP*lt~V-Us?s((??1#KXt$!xcn@o4 zaL-vQYQJMno6o47&1`tD_%XxqbR9H|eio?@&P_lAE7k^d5~?ZF|9 z!5gEn8lxjo(UD;~`C~c7VX26~h)Pjz{e~Hmg4+^-lgf;Dc$}De;wX}X-T2J$xs&wC z-g}UDZmA{$f=T?KQZs$%TCXJV7x%irY`1FG8fM0tn}UMk#9c6D*nFj6U#RK6juDcq z^1Hxa>GY#b5oJYj;#$Zj%S>uc&q4a~3aSc7#MyV0xkSQ~y^e7_-BtWVGKD5XG1!1` z)`Hh&=(K#S-wJ=qP(Ub<*d#EGktiqerBpxi#*>?Oin&Mx?IIzMV;jO`zTqVNYbknv zt`xnsJ%|2O#3%MB2D<^%`m_W0GiSk;M<@#;Yt&7qf-!k87(#b(yqtBt>_=KNJJf?` zFyu7)z84zkHJ>pw41Bm4HOj3qh+}&x*FC~*a~g`n1MZAV<=%ccvaG&7{;Z_Nw)u}j zoAbV^>7bS?wF4_m^fMI$XG+jdoKI*4Y~=h&zS%{nVbPTD*@6mLvA-fvB9y&oRhRZB zfkicB_2(8j@5~I6h^eV*a*MCBGFE(i{LZB( z*i87WhA{dS$pHbd=v??NW#G8L`Pz?4_ox761(pfs!2oZf^WfKQwvE*NBqjdY%eX`(>G zRZS{>*AtI}C7<I{J zVc-x@VSJm=sn36M9INCj@NKXmk{~`mn+l2;8?S}GQwuXOuJJ0ev@z`Yb!l2(YW~5O zd-J;<{zbcKlt6zMfQ3q9!L_ElhUU&UAAeeSaO7k>L%?h})Vv z1)Fs^GXx=B+DhNMX59h(df+PH+4>_T1wTrP z(!lSLOGD2Ex8R2-gMjP7%KdRWt*~&GJac2vE0&hH>T33XrCLriFv|Nv1lnb90y};a z*|l_pVNs^=I#5tkQ>&_~#>K~ry1Vm6M@RD#qgz^8$to#HE90D5>%E-S>HGt~ z2s=Bw`+77_VPPRSHH}#DD>dIqNJ_rI#KIDFa^g@gNdiNGfj}U1@7`G(NST;Wo^Ov9 zl$Avfr}Lbz1Y(d})g9Ohyh+|{*yAElc!~JnX;>$lK=UFlA)(7-J5zeO&BtRSUOFr~ zI>*io`jrA-$bHfU(wzjrASd8$92#R;_qP&h85hHs#!Q5bo7#fl(y}wK( z9(nyX-`z+3Pe&Ha~H`<|T|0(?d$z0-Rzj3wWD8xrpm(Gc{v z18?0HI<5}qcjxO_%*@P8&CHb5)Ot4h6TVnm=QcGF`h!GZY-~K2j73N|P^wh}G>*fu|5U)4f>msJy4y!3U=ITO z2P8P&>jfvR277X^tAp&8mJAg|zTk}w)2-ojX>oD5bRN4c5b4$iA^H`x^z_L7DJdzG zF{Ca_{^$6Pk8v?>DjHK`Od$IK93 z1hChgwnxkWxZvdCI*s*v2n3(@Eg=CJ6*c$gPk#aqb4)@)Id%0n7=kA-U;`K~wRq&_ z=aaa4AR;gbW~BVYHx4k4;ce$=&}9}R!APK0G6yKFwyv(qVO{En`x>$k*wI(_)mff< zMS|x;9ETb|l+wA;z=<`z44y3ESYOU#-dE}>^$*AA#{}fvE+h;t zOj}gSxdptyk)N)05Tdhv7-S@*l_8GNhpCIP9BB^Ei)@n=78~2J!!ouQw zuh;ta(hmhsW`(uBowJ;z^0KU3|KMNO3dy5^Sm@$kzUYRhCBDkY#FUmtP|4j#P!Sw6 zWtDspr&66|mAu>?lXj@fvEgbSBOI73q|A%^Dnd!zTShQ`ONLK350*ed8EG}k`(*B# zG4=kEDaEI%#qlaVCY&gJ@V$q1wKr56+X_b&(P$Xov&RXf_=-Eg-p zKfl+Ydfz#$!a_~6BpR8Mlz5^F8B(@Prt>TWH-Y1JZ_jdXe_yRxuC<1EXB8KpuIs}E z&9U862w#b9_d2`d^4}g^R#z&cv9bn1eFO<~vTnNVuI})OR$;E#gfR;$ZtgcFQ*%p_ zznaE2}t;(g)yFmrO*$=KdNFAUYJUtC5o%B1?^vE zaZBZ3<%|`&5{MDk1r!t7-t8#1(LV$U=PvbA!qMTHTi0CrmwG_3^I07S@gP zW}J?0dK381A5#B%YFg1z;x(J7kDs5Ym@_-56dz{h78@6CPSFy%G#sWYZ!-igaEQ@a zY@>r4-0>dob6;c4a7cZ^T#O~|eBFuRA$W42A)j5vGwdG#R=C0Qd;Xuy&Wu3_%{1?mZC(hc(ExxS8uw5IWO#U@@GCH40;p7az z5R#Q~NAjZt1DeeLeQwa&TinUhXfhL-+uJ>1@ug?gmEFvp0r~w#$Y;nlv>=y^fF&(m z9$9X0k5yT#*k}4q_;6ay!6809x{O|io6ZIv75f<#1hVG&J3I-b}T zI1Jml19Tb;*@P2JUnMXpxb8kE>E{d{4vX!xR*ygU#7Svr-X%6|ssBOUkv4WtnWIKI zZ3e~tjWIDW+ zg}o$MGKFc2V%oW4TC2TV%-Dp%7ep%WQ3vCeuysT;Cqb^Mfo*i(e>=M{9(wPyV&csjU7HX2_v^@ovy3 zVeOywo2*AR>`#GsGPMHJnhB?Fw}m4zJS&1%G#QnNJ;pSGdMUn3ZE@t-nKc~ zA7+=CUh!QPq|(O#-rNKRl*dVuC3JNM=Bx0_m~WYBhb2e1rvlO6?+j zzL7>nfU|2kMF0gF6t$P?x27#D=&F}$ex0)1Y~21~a(%Q|s@Hr~IXGdlv1c&m5y3!Y zVNruch$G`u68wzwZewARk=JcQrcNFkB7fuJ?|r+Oys^D~zLjow*7=I%@4tUizP>_G z3Is4UP+|daS~XtRwu%CWoRFNHRCY6z+1c5{!4uC`fL#EOqoAXc9u&5NqgbE3@TeA) z2FGRrdy{L3TUJi^#DB>Qeb3;{C3z_r1C*R#Za!eQZM{_gWj!09SRh{UTx4CQ9yz_= z115dyDKVHo6TM=3zAfte_cuShj`*~7boxg|%nxR&ic2GRw9W=CtN8W0gF{uO7P`-T zA{%(ul@$8$3thj6ITN(oeg%^Y`ya~b*}r^^gCij)heE_-+r8^tZ8goz&cPuoFK;sV zovC5b_LuGAz)#UYfNBW{`qyKHN90*ryTN$v8+94V<9CqfteIVt|6!7tN|lVA8!h=c z&~rbrA9C0FKE}L;INe?z`A&S`IlY`Va5^96Nr;R44Xr--oM?1@S+CyhR}>hu`(`+g z%j!ChNhT&II|0a?GiAvKmJFj=Fl%(W$BN7ovhbL6gG0InLwUbna%1|OJ~Ysj8sFb< znM@;*e6}yHNkBj_lqH-6W)9$QfIX?Gs7}rXStjP@=7g9S7$QJb_#;1`22>k!7!Jr| zvxM36J5nWzNPrJ5Q|@OCMf>)CJeKk9Ap%j9MRa}qpiah z_^9yAfv5y@zp7%))^KQ|2xxl4*u#Y;0gsqHjeq04Y#A}{da}@%WyCq~Geb<~l|)$A z2|dc}Jp=0=8vcc+wvFr3Y;&B-eP*vmS8oY;i?1m7R$?hFn^#=XWfGymfGWEwT~R5v zxp%*xoM!7Q!XSqMNa&Q&Ha0c`f)W4+$F_5+%2Qw2a$=yH!j_D8^iCkzi^<1iX>)s*wjWi{dCcdm2#O^!>C%_9j5k&`T3(lAL7dI{ZOUpG;AH|W} zemG`A-;xa80#i&hPgi6^v0yD$FsA%brxOqNnANL0^CI>*2Q1+YHJ~8(Jz7v^gEv#6 zU+lPOd+Rd|UbToCs8G~rdDcN6Q%@x#QK6x!tYlIWjhTRzDW#-nMnY7q?l^tp6&{Q7 z-?V&x8MZTZpvcpB&xnl1{({h3AMNjLjCJM?QS`ajY@H0G66!{_%Y-}U*6 zmV6dh=APec+nPFm`rvNy6Z)#@TzCr4vN>}`c(uzQ#MHkqt_8{U=TAL<+h`r88k{DX zm5|zLnJ~u~J$%4o53uc_?YQt?Xv0}W@Wd@&yq9OuldaT}Qovce1|e}FN6i&I$*qIL zg$S9lsGM1B(W&%zK>loh8m0oC6lM!T0y6E;B)Ea2_SzT)NC7{UQCphVmk;U>R(hN? zuucCJ0f@60Pz%OiQ<6(qGVwU!Li+N=;|c7!%FLiNLi?B=^iVkIZa|;HL;sc)0^Rqu!RD?6%O`oido>wt8rhcS_!^tU@jF zomnqpV%HQ@jZs8AF{48F(1gn+ht;a!Y6Q<;7DAR29ct3#7slM_w|gZOg{7sYf1(ILNw;8IPnZ{`pIiGYwfgSO-AhE3iOE0M=}!S9ly0%U zQOJP_Q_#T|48nm-?08r=4LvH$Th8QQ!2RMfGBO&;6rNc1y}egHxZnVBXs&H(a3Ptx zqOc{t!T%gZ9K3*<{dd54S9yk!XYHQ!7B%G=Pa*BLRP=v_^R3U(0KlrO{r#8z{-lDR4mDG zp>mFltgL8Gyq99+$dtKLb#rc-P=`@V!Xr6p^1GD~(Pu-22ReiT36sBrsZQklkU=;q zK){4!)3Q6PNx+<)o!va$AKzX~C^Z7o9tkz^G*n`HPG2=#pXj%nq>g*e3Kp|MQxeC- z2nEHENPCJsh)&4--Wd#FST=wRVmy?>R%+1xBO`;@eDuc$b90&qh_eeHB(%iVI;XfT zdhZv%{z&FvN}p4s?_^zVW2tH0l{jIGn6qv&Vjst-U?4dA12KfigoJ*Smc9cNM=wM& zGWQYytm%Eq`i3-`l3+jERQcuKsz+HDWUjFZwKH^(u7F7Z^=-@Kn}2}9osf{w9q@Yu z{LXYxCT3dC?JX7-R_(7}u4eQQJi2mQNM-d`ylT>(vYFe#h5|MMxQ{3CNrVN^iS^Q( zgB`QroSdGnF&`$3h>V=A{elfJ5#Wsg5SOCokDWL)(-B2`UaE`p`EDb~fAwM9*qFYg z!bJ61A^;ZdzwfA!hm$CnV6&X06MDKa5fc}ur>D=Ztxb%ILJbHEY_7%`>pGlW?n|Gw zJ2P2-Zt$9sk5VEPOQ?(fONLDlJ_fLxMC{+qZ4n?(Ny^9|0ifmmbh}L#(W&)0^D=!~ zSeF^Er>7@3H`kDp5c=r0wjUjVh$if*Fd&X|A&`KtaEPx73Fp*GC?7tS^mGkcEp65e z!0RU5!fd1c2$@*_y=Tu(&8XLOh%zSIbkPtG7(VUVFtBUX%XPzh*U8z~;-?M#-Zn4# zc5k=dZl&vb?&c*XB~_UXzIi%JZa?{_V|V%+4rAr~wr_Ow^U*?M%lU}Fg4Zz=M!BqN zBm14trLlNWKHFs^aYm+Uah$9`ddz8=*%P~W{)?C1opBhz*K%@l#-*h61tDWMtcDOZ zY^7QK-M<9P&)X}${ppH={QQv9_1^VUcgdVVZR6RaOG^qaE?obiAqBuQPPd_^5B~ulF*1sdJ zu|U`pdZDy3*Sp?pa)!xLP$6E>=`FponydY?;Cp`vRkZy5VF2*$NMSQU_gY#DCG|A~ zik;xYNf$uHgju7Z>LoV93ug86Z0W;500BxV3<%1wu&^sLptk}p)t;9aNK6C_d7;$; ztq-@YI)&Cu>qYeP;gMm#4_($T-2d)#q9)iji#azj3x^9iZ7DzrKe7y$e_9WKv=cl) zyr2D?HM}#HbLuV#mf8V8>4fz3!D_R?hLwOHR8)ST!u#@88FseduR+;&w$Q@VQ?-;|IH{R`W25BrZ$~ z8h5*@jkI^v$-153=d3xFBYl{P_Srcrq-KOa^6BxO!}q~m-}_YZ`#Y^poBBm5XJ^i2 zJy!xWG_;nxy%JrY%PAmPUsMhzc*R^OuvB=Z^SBCj9ejP>*tk$WTs3mwMMgt06@f1J zn#4zH5&pIObX&{kXP@guw?09@v6s~^%}r4w3xCvA8C;%z-#Iy>rOS5ay%6yVCJSQd z!prBP$?ut|o6FE0PImlmtgN;17Os?;QRA~7oHh{7e~wvL)XmC-p-@&SH2`X0%tY2d z%(f(Z>d!vkD?Tn){(faP_ZEE^L46j0h*rOxj@xL2VavcuIO`nS=t#Oaap9q*#7OPK z`R?sbTi0=riGn$CfIuJ8zh!^kiBZAIaK{3EpMjv;eS0^{3qVa!lGZ02aP~ zx6_js6-S@oFc0`QFVs3^PRmG*o}euC7IRG^0S0R^X86eLDVBwU&R9^~1abA!W3Kry z1U{W0?yvOW>);(+07~l5J&t0n%XPaX>HRv13wsObKq$R)rKKES%LDJxlUVu!(Q)9# z`EmPX_IgN5L5?7Bejij2e~oJrW@rdHh|Zb&)sp`W~MVe1T%}w){3+_9N$=X%&u|8KAfTB`1T*3R@W4U=(#l0RUK@6d*VQ1 z-Ld#JBNH7-A;h2x{qRfh;RXzag$3n3BYOj}J9vU|3E%$w-KvC4SmMXOsQ||p61ar4 zdQNX6X-auYefU>?MFXqZ8}pnWG?CG(UyxtIBS2XvSnyGyt_KyJ>tkneOi9JwpY&s0Ws-KdSW$cSz6OgO&%wcLbYkUs>2 ztB3#@_N&t|Alh7r@gWE%GrZYo?;~%e)5{3gn<^qLXDt&-NFd1|}9xXWDp$1B3dATw|DeXz_{#z4 zliqr0ptQ&7=tfWPcWs_l7H`^%Jjty63J|lB% zTORKgKlp8Mvg%$ADTp8li?Q z?xFb8FHY}{FAm9U9y0tija%XXkAv*e7!jf_x1WaeiaqSF0Yr~q-Jn=#zEI2<}28Xp8(;-sdMl$J!*&b zUSKGYY!?CM}QWLYxp3S zG1uf2qEu*fm~#Gfzieqf*Gp?n8hU^G2Gub^l)ULJsGX=S)0qxRifJjjqeQWP7u*`0 zwy)vc49Y68npI}pV?qSZ_Mg51Eb#g9?lMJz21>ZBt*rq?uI2gZ9tRiK0U&~Jsj0}n zBXAjkI)e!1dQARADK|PgRA$-YsEHc-zi{%8AHH|v5Z-3d{mz#z&C-G#?H!E;(K*|% zxBc>kzAFT+%bFXiXRcj(Y5~j4vfuN2z*ayHUw}nUZ@06~PkTv$7pf;gNk~>%dCVxe zVEW!g|4LJGDtfX`GYl0yzc4?BmV4MtCd;A4dv_fl)l!2tXos%-Ng|WY1Odjy#RUrB zfWY;yTyGGnDFHc*h}(Jvdd@F4x#)UqCS^GMAvjoQOo%4p`S$%gf`8X4nScOM#q{9O zVzcar4{AYChL2jML0PX3rxy#61Z5VpQD{Q_1P{x_5Wy4amy zOH}}fptGy%1%L@ZtE#Y)2PN%Klt`s~?k)ggYxjXp~I5I_82SY2>90Z!S)@fA!d>10UR(IA@+k96ou`orN7Zm(z>BIfyYy98wT6$vsOucJ1g$0ty*2%vX%OLahp>EpIC)Ck>*zR>{F*tjvfz}r3rIeNDDl7IsB!Uhv zG*_D>>EUN4_Mp|m`DphNe~MWS$$2^@|KKWameA9N;J|ukoUXh4j;_zD#KoYPL z#L4x(H;K18q+3hj&!!_^wu|&)Fd?t{`7pAcdsL@N#bp3?fQxCQovit^_mCuuZ| z=6B>l5xIEZZ}dnHAN`;2&up)JNqa7GF+6U|Il?0~ni8u=$&rwTiH?qr^*$ORx!X8Mn2jN5%=n&X44@eL+Q_5HBO4_zjQXk3NY860W=G> zsO4d|>!KWbUUeZZsi1UyhHE)fAk8;mSac4?4E+X!b*PT#H~d`I82Q%Y%>rp_*Wcf- zG%w1Nk=JYc)B?o948SF|eDm&(kJ#@P_(^@n;42?w6-iTnukkG8Qo%z>!A>Pv{|iT= z0dD(I4L4;~1G)B=&olQ~v%05LhGo9t zbWUW$D;RUlLdO4sB9AGrrFz#)fBp>Nu`9%0Y25MY`a#vw(x;_)VWjbMT3o`WSXd7A zi}6>9_1|mU=P91*HVt+Jvxf+s@%q0rdYrDR28b<`YVMj$+9%AJp^!HbAjgrELdpWB z>s$XoY$8uU!c5~%=eXDF`w{&`@Ii(bo3>G_MN`~3BPbMeZ3YZogzF!n{_+)J#pm{z z#m$YDZmlS^G{q0T?4!)ARW2$p9ObU34-*Jt;v1%om=F^x5zja&FG{1l@e=9Z!+vfj~mMwMt%|^ixJXmXSy2!nl$eEV4MW!#AiFbF$?u0Yyz$8R;#0eOUlfey>TeT-oKg?QMc5xklaf@7i z2ud6_KUitY@N4g^<;XxKHHLwmVpc;M3zYSDrUZ2H_hXN&TO9+#?HC%)dvn$vXY9}V z8AG>tp8do~FA$gvRhw0TDVOZUT5mC7DGt}6iPJ9nQ}R8oSJ|?%-nOCpZ-pmrQ*OLv z*0?AI)^t(sJWNPQe?d(9$Did>a&>uWvGq2l@?F!`O!KlHCh#5Egx}ECQ&aguYexC9 z`Uz4~02!l+G&V2mU)Z;=HlyB><snD`xe~KwkuwBVbo29v*As`{0UJUP zg1j*j`2(0A+L~D$!ZI7pMH}8PIW0xsneHR{i~7lzn|{1EtFu5uAMfNynb{U(CgDr{ zsvOuC_JN8{27w(%%$f8xS+B@xz(mfwhC3% z`oB@X)2a>vp0|6ASPuLcn~m8*R*u06uNSe>;@S$RSVruQWtd{be<@+9SXg2K3ukO% z!gp9Z;SSWH`E4#9o^v1ynN(>)U6;W6^L}r0ua+>RfaZsPL@*}gejn=vKvH9te*BF; zrz`=@b9g>v&H+Vc5fH=30`i?6`R4fTKR?d>6< zq4k)4^D;mp?+*V*3H#EQ|9Y(6&Y*4(SormGq=`HE-(-4ZXM@p2{J>TDA0{Kq8q-Xt<_=?Z7m84=i5<+)4;VitY^04B>fDrg1ws+#GAuy|8%;N8^ zv%BCAaeWptGMMB+7v25biQSJln}z&{_^1dAw%5v|0u4u$txFw#kp?3Il?s6!{?q&K z%h6FoOEzWD>xX^qmRP2rlPla#j@uW001J-KBNySY^3;uvua&^t1N-~cTI1?>NGS;;9WVYAjy5-2T=5Xi$878XDA@`8OI z@8W^wuhOWC|Dg;JpUV3BF&&0vG&Ea0!ase4Na5k(P0h`p_J-|qJzSeJBO*``(1~ZB zUTCSSO98VVz@smI0&kwAvW$X)>GRVg0Q$f=7udU=4g6!|;vtnLz3AV*eFJNI_?JjI zXUwopyQsX}{I~y$_F00pm3ALP!xiPx!NEb3mET_v?VKZf#B6MsfJeL+xXkT&p}u<# zj)bi(a}XeXeSJU6%VU5H32b$A^zqScuWip71c)AAYbJ$7y&DxpHIOs-2CQmAy30cA|j$H&39C^wDrf$V2S_@ z`I?wGYS=sn5V(LT_P_D~!uZDKW_(6Q)R=`SkT+3D1aDGU#Dsut;FEzt?4m6#*b`t} zRP3z^)K&MaveBVuT?D?(t z03hj|X27toE6*)0EfaxTfP~!!Fs1{5tOpNmb}c&_=2-?0r6cuwr~(Ay8%bpxu&3yN zGE)j(0JYT8fvA$M7nA;|tepK$zvZTo#Oq}FDS2x&t739$>e2F!Wx72#SHc6hQ|J6D zDk?OfzX6XtSZ+7asx}RWekX_uv)i*x@ScIQ%|Q$gMd|lIl9s+~2zDmyeHc0Fl(&zOS|?5|0rWOCul;p3C|z?p2?_0Kj*(T#U;D z3ob|(5$wPrkylrDxud>=1dIU?pv|l`d>@17PlRt35;<^f221DHeOp&o7csaAq-${3 z_`iRyeYL<&2bBI_&-yAVIY88hPTH>XFF%V}Ywo=4Y*7dP%zwo|LUGdCxoO=ry+_N7y9}Ag{{&+8~wjNJh{+*KV z#_m}jyg4-Udhk-%J)J%R0^XFDpD(41Bk90P9BMuK=Z_S4^Je?=qn%eJaV)Uf=Xfr3 z_}%AZY8V()@Dj&Rw&}~u50Z}xupX}*YH4d1FF5qR1uw8GDk-^FV+uXjnV&dxC3S7* zb#Eqq@Kh{NQBKUdDuA0;QAYR4nx34bBZ&p>WywaME6jK0=Dd3oIX*e*tUI^^`*r{} zdc2Cpq89@RWu?Gm2uwR@pQ-N6)V$9FmFlNYpOBD|m75c>iy;u$`uPuXauIWR86UaR zqg%bM*^RrA>g4%Wf7#4SsjI7pVi>tlzP-Z)U>WpnWy9>cEV>7S&Mb6fOyL}2v*d*% zgbMGn@h2Np3p_k{%M>~{k;M*U9Mg&@Gh_^GGV&*n8SeJdS z-==fhQ1I|1Lru`Y7G5XMPY$#MXoC((Y^YUvW5~q?C{jOV)`~RwFWP>dF4x1s!Ktlh z2HgwbuJ>M7wZgVQ_2A7Mxys&c2DE@YsC$8#mN(a>%J1117(gPrR$+c-XMY7f5RM)2 zc!g?v4xm_WpZg({bsTs2rAiapLemJs6u4d@(l%XFruWT&K^v6Xzw8A3*Vc@|Gv=N? zJk(Aonp_>sf`t9cfOK*Z)b$COnIB9{Ozvxe&79k2P6AktVbs*r0PT;Bi#sJ$R-XX6 z9%kyS@FMY8XaHcqWmLy}^X3mQMfZ)2{8>M>zuPTvS`Eglc0JUViXjHJ75RJkh(%f8 zCkLDF4WoLgVMhSGLJI3wke|MTbn+S(SMuXWOlZr}Kq9^MY;|z5zGpaSTf!tDD01EH zHQgS`Y`L1V0#j6J+=BudncTsi?HeBM*>rR`YTRab*;8d;V7LLS4U{uzJpDt|tf%zj z?#^?`bDs%FT>U^�R}cKy5V|gGfq9NddKN0PrR;iUlU%d<1e&;rwCEiOS$}POOkI z5SAZSG5l7*vkE|NMkI0f2LcEJv1& zP07R*%~;+L0DfuBoj#yO+Pt%4LE?L31SB%IzN?nq{PYxIKOtOPT;M~3^IvRsbDOtq z1uxhyZ;r95X#M3g^Ife(Jw7$HAKCyEM=q|}=t$k{cD%KbptJ>KVbHu_uvz>V*lmFa z)VjlEO?1>6K=6b`MRl9kWKZmZ)-+?F2p%l8Hv9OxIT>cKY;GGF!vKwHE*6)TnpznQ z&28DI7xWZCt<~U|)~MM)9|Mmvk@~_3v|B>Z&<5J->YmX+%T5B#hqa=DAI4`J{eVp> z*1fC}Shx~owSEOUX(&JxLK_!B|AMWT;>zzCeZ-Ke7vQ-6ywMjAgNo1UpDEx5-3%wd zng0sRd)D*AXD<0GB2Z^+{PwrhF8lubw}>E#(*5Z#Q`AxJBz^x(C&aa09i{*%QAVE9=sh8 zUwI&;o0|9)`FE*6_v3KPTY($U>5#%|6fj49N8R|k^%dA>CksxaV?ZR8ka+2~=z<53 zCH$*5Kd1LoIXkf80JslkxD{CCckWPC=1yCE_M}7SfTn*h0`hpCI zYichOXnuj3y}*!w*{cDB9Z(ISqTb7wFYO1J>VYC$2re78tUCjpI8}DbLa=af(4L)C zK@WC-T?E0Z1CK!<=rk$PGcSM^C0d|H0v(?Tiu~cA$VoLD{9a|$g+QZ_@_S0dV3A1x zi5QMx;J=RDzK=AZf43Pb7n}Z$s1x~ zuSiX2L zWgsijGc(hG7Cn#zU7ORTkWV=XUdcndtNS!H|KGKG#xQwLKJ0BVA_Q8*VPqv0CCbGN G1O5+IVMAL0 diff --git a/master/_images/sphx_glr_02-fused-softmax_001.png b/master/_images/sphx_glr_02-fused-softmax_001.png index 9ad7f27e021ef1e0b2b0002cb69f406cb4117361..53bcf4e5a5b949b8128b361b141188486c82db70 100644 GIT binary patch literal 37626 zcmeFZWmHse_%^x+1f)f}6_rkrE?WT!rKLeYI)<(p1OY+8pi>kC1sRZ*8d`xNq`PP6 z?wENWe*gD9=hOLk&Zom#EElt9@BPFb*LB_Z;~QK&g4|HyehF!a=Mwe|F|^ss?6EIr+vTs@uat*&_6c);ylT_iT$14ld7O%5aXOTangTJg`0goQg6~l<4 zuGFfl-$m|9|LsiMh@GP%zkcaTyx;nYyn$_(92}ee7p>@*-y%*$Ob33*Sq8&Jk&)o1 zUyS57_}~Nd72@aN;kj(V06n;W|31-MqR-&!W8_na;r#pJ6i9HD2lf!A4X$2C^FvYK z@&%Uv|K|TM7HpXPH>8m~v~oj9DLpdsqA-*CJ?2MX9~{u)R1_2xkJZ!~9jH5hi<6+~ z-)CfKdU$x;W4;Hj$21k1R=*thp?8n@>m7b51MK)k^eOb<;X`RRdvHCQcY9|?Ra0{x z5lhAcZk~4BfA{vS?)jG6TM<>A=vzn!MxXDq`2QRGT$@FC1=tiBE2(cSw)>u|ffwQB z2{o~m)fL&wW1O(a>v5CEkD=(CWq5msWgE?7wO2ho@_tLtV$V&KEz%O%X6<6O(J-dB zmcQ)nb@Jo4sTs|U8``=TL=6_^dVAfDmo72e1s59=e|G+}79KA&bFzVP9xD%pE&C$$ zeX4)#{7|SU9Cqp{zP7tcuH=6^SF;GtS6~RMKP6fjOx{p+6878(b`uhjn#$G7x4^LR z3rVVQuZ z7U)=6M|xW5J~;T+7P)0rRheL!(_MFbV*s$Ws8NaCVp@QtQ!=Hj2275a_L3M33n|jHp$f~^HWAw?j=LL3ZeC}60*ra z`bqzeg0+`XPSQJ+;|@x`W44kTC(=_}Q3pcGT@EDGXVY_m8i92?`>P=Z!iPt8@POs- z;X#kIr`2P`>OmbrE%AjNSRZ!7WoQS+NS9ge+sd`jX`s z?&CD3=p$FlDdpiJn6%3+1b&~r^d&4^fqQ&**5br_C+!`(WgqWFiXVZR`T9kOdcV#J z8(V$C^ZbB~9}2WI;a=h$lU4BapbJDP4v-cS|LT&QbhssH-D%)(HM93d_$#6kqrVkZ zCS)gKy zJs2xF7R4X(6|;%HEtj;nyjwE$))aPg`^cX@#WFG3?o%6AGhs2IB$O6^FPC^1%&rtJ zE6MJjZN2V{vdp$(`89@NyB;w&ZB0`f+=9!i?5@z;3)VYb8bd6W37PfHh=-cvy2$Ps zdTm&0xDK`YwFSJht~J-=u3tVrle*B9cZ#@U$PyOTzYbqKseVIxJGQOK)Muh)1y!$U zYs;&us%qli!Z_~U#%UN#U|DRwi+qL-lwK^e7+OvyFX&5s;<6c&ZnS|x>8sj zqosUwA%CDfNy6H9`!63kEiLM)+%D|nCrqKK+cffMVPi~9?FYfgT}b3-;F!;p&sfF4 z0YSDlpegUETPth4LW6-`-|U$A)?pS-|KKpnlFY&E#JyD8hv($S$r7dIfCQDKu0bFN z$7wnfV=^(RiRg~fyLVFc*-ed|ZrBqJ2Bs9890&GFSdn;1Y*wGq89ch5EC?af%R3#x z9h_vB8I)jP=Jy%|rR_c~m9513)7N=<{NFUwDbUwq6&pK~CH)rS4PN$rqb3{=)w3uE z%B~Flymolt8bVIb`~Jg+hSQ@R0WmS07~+U>$OKLe$9CHPN#uJblGst8)X^>D*cGUv zqm$)0lwywSiCGddXspMRmaI5=9*d>eRmOM7MpJ6Kb7G~!;>d2rHm=Ne=8jz2AJH_yM#lo!;~i@je} zA3vVXNi^HuV3)L|x_b3$4gPqACH&5_XP0FrJn3bo0wp0oKfmkOuZuel3b)2`cOUPq zEd9%&>_`;Lb)Bk%I#Xq0ce)f}C#rou#l?B{dn}4wlw%6F3@=MdYd3Z&tU7YRE$B@K zhKQ+5InjLY>dD&dMx|6;WRH<>`LDphi|qpV}nvLPCV2!(!_Ba zxvrEn$}B~J7(Y6?_|(gxuR5P+yuSpeq?S5}2v5Ns7IJf#RB1ieD|6!E@wziLrBO<{ zS=y&LcZAEd>-(nRx!4n;m#@FoM60rSI2TJ?6m;T!Q&N&u-ZPIN0m9nu##H7F^#t+Y zQ{Mz(qr0A-r7EW|Do%L@V0!;@)T=fdDOb+C{{CI+5VKs?9sbqAv8&A3S7G2^B zV!$8Nx8oGjZGRg1`YvQzT9R#mKl0SnZl?BHS<$$FSmF*sdboe%!H5Skq3+9 zH|)a36n9}Ao4lv^J(J+zg{R?ln%i}_l9A5Q>Pp#?8j4^Z9u2KeR7ltQGwBk$ZriRj zInTAx_;?`$kF&iYU;)j|Z|GN6{kQ`+@2uCItjkx|-BPNm!g^AWki;KsOi~|=TWeN8 zo4G0tdIrhq3-|8QWX3eLtx1zvULZ;C69Mz($}vnYz2$r61urZ(Sr7G@lyF>WZ0x+U zH1_2S&16hWxLK_Q8hI`DnUbelXk_HAAdQ>Qq(_Iyxc8XzTW%FDXt~@~hB&purmG}A-X^?$qy+PAaPeg&AsEgSfEuFmwXumn?Q6TI z#9}d+O@pR}#dwewv{anC=CE7386N?FY0gz8MbFM!6+}=el#Dp}A~r@QziF^vrl&V5 zvItSxT)^Q>Ol2q#tg3IV+3~@K`N9q<2?-qogYF}g z8rxTpEodjQ#s+`d_Ka1aj)Q}0{gbabrpm}TQV4aaGhKe>_rkHoub=0dR-l0Bl!-k+ zD0=oE&FK(_P2A@u27)pOFombv9b$_3!#NWWu^>ZXrowu>|9bU?^1pxoPW#Z;Z`^Qi zAYq1js^E4H-?B6e7?@+=-Aa%A{N!}LJ+VAJ+>&C03GP= zV-wPYb{!3cZ4s4N%vFirg4Zh(?D$h$=vNyd&5tXo&H4bfW!?G<9cB_vBM@gR=BH;H z2tFa9=Gf9&>Q`I>7W&r{*j-OxLm0K2)nS5F3$HwK-6+iSdRc<5Q^_f+Z zcsE?O^LbrmeWuY3@gixOl3@?->lWH8xS?0SGP4?$ENPFs zl!#5$1!05C-wO+bu)83=RysdaiPgRcufNw(=94)W1`{j`+Lx9JfdSs=jrT0{IN3rq*fm_wLll*NGH;hupc!z(%R9eOPes`xr7=Ts?4;>$en1Zhx0CL&^D=xfdIy;i3>n#wIlUYRLGT~rnjt{7@2t7 zNXhdoM+5l4Tg#@-BA}YwcB2h;|1A^c<$RKKH;nI=7sZ0ldkuB$6p~VePAA=Eh z($%GW1LU$f8+HFX+ze&ZbTAIL?Q=4lY_O)I1NdVzLIv%IONOuNajb5&FuS#JZl3Pg zTC5IlZLaX$Xb{Lv8j?HnlsqLNbNpokIO{S$q?SHXLS`07hd)p$am~~c1O}Wmx<0E8Q-ERiU_b!{ea~53&xVwo&IzBk*;uH zvE$?`OU3CR8Y^uT#(L}^DA7w52*)PDNqDa(l|_+|U|*WORsk=z24uPHODTg{(7-8HTCp&3hy3Uu{S6TYfQgbjZ({-QjZ7ixR5s;nB;tbG27z0C6 zSx~HsOV=71_R3pIQSs0zBRfvziH@zvXi3N8{WVEqi)a6~$kf2AZs$V$ZEGdnodVB2 zJUUOdw#2=KO}yeq>`>B8$pa2C^O$a#)KA70g(L0fWXeO9d%JxuQHAG!h zg3PnI?H;bnOGlEKi)L*s^^>$CUKu=j?)=G}3$OSxZ#_C{ZD|PDNXFDuRoR*=<(8~x zC`gyD7m9!p^D{s>t%_Xmn>bE|PUxboh{cQRFKq92Bw$OyWuAYPz&hT6895$u$wHLO zDf#Zrt&J_rsb|}bjkowg5YPUu4aHsC_O;kBlRS-2OwHPeH|VrR97T_e8*5t>ma$*{ zS7gHo29)v?igRFON@;K<1eb)1@sa}I?L5|LI|U};cp+70=tU=Zp~f4c&${-6;NiN7 zv}rj}npJN&zSb^ND%RYam4P|+j`)q1v~w%FpF#@Upm{~=ydx`fC3z-!Hs0y>`&2+4~;M0wno4Y7Q#F{?aw@SUTEBipEDl5}dE z#xF9PUQjuEAx&l;SS+`Z*+(9$LPM*hTOkw#Ecfw5-<9{!3l?!N!J5-wa{dR!Z5G=v zO7=Hs5y*l3ne7e??_}d$cvPZ+`Rkb`sos*v$UlE?OCe#c;?sl1GfTM`@q?aww)7~B z?LP78)*}|lRwph|;jj#)nd%LT=8OMX`KQ+o5OF5~Pe#C3_?@g*W1g!7yw^YbZ#^Z57`V!1t75VBGz>1vKpI-TRzJHV9~TKvoQ7fCsHv};l@vdAwy zEHX4|Y8IOol{=d6=E0Ve>rx{im&hBy^c91p|8ZvD?d zC7wcxf5H9{&QN|Q%lVj1;Ah}Dj9~mPT&k(ZU1Zm8!70hV``4PED{CeIg?;<>&8pat zW{g)WgX*@uy}&0vEnZR4n9WVM*0-!pleGatrq;Nw^tWtMQ9V7{vvYG*3kk+<)f3cP z9u62<6?6o5ics*AWUDS>7EWp)4kbQ0pXMiCRwz--T=U_>a73yKLK#9F_hmwrGvVxq z^PjYQap^vX`(v)ET3Wa-(W2WblXF|*4*mS??d^s&z7nXKZHf|G%xss!hSU2Y9b>Zq z%&DB!h23@Pa9CCrwJ|RkyM3T=xFrjn75!lTQF9$E3;tWFhyKQ-KLd z%`Sb8f&fuyM8b#JPwnsP(=dwz!POfHlc6QN=zn7tNs&cSCaW+G1akx1%51^y>+NeWj$AZU) z%uI88N8uVX!`jiBi7Lss_&eI~NzdicKQk$T(CKCq?K!lJ5-NnQNJ`S@_NjV$dgkn0 zzI^#lXXkFFj>PFv%t?$Mu7QmEx}act{S7|8p-D=)J7eX^j(Ad%JJsIW&ncchwMG1= zv__=_D*7(vB(lhPTvy!_AKL=>`EN(Zjw>KSKXz~h-^~$Hh;QFg%7R@gsz}{5s%l*n z&9u_v0O-2U#vE{udHVk9aB(QA?l|gT3NckLCL!_R*RPu%aJbL_5rFWC&CT}-avcdG z`JN(E{FYO4dgK%oJpBB5Oy+miwn)(4Yn=_;`i_`XL~VGYv)ouDMHJ6f#hFFgOJG@f zf2s~abpYHpx3x(EYarAq2OUql$r=K@jhJeE$39X8=OZSgxnMDk4k<9JO(`f4CdlpJ zy7_M2{3vSryMKx@??D|jTrN^+a*4xa2db?1RY`uG>`OIpt{7i<#cNEwxaaS8w2+uA z>(1kS(vV2U$k?K1VA}FdX7aID_x;#yIqJ@VZWJP%cAT#E8y*-iP1An5j&ld-G{MbPSV(}^p0%RPb{)-S1c_p zpQOot2w1PmRW`r-Q-B}&(-9-7yN&5H|4HMp+3X~;qO4m9 zeqjm15{W^MgH%kSVQCzTgVa`5F{hQQADsp_jJ0+%}FZVqq$ceU`|8N+iB*g|e4 zY;1)0XP-b(OFghFnz-H*LVQ5`NP0bc>OgoOw)xeAuSk%oi0*%KCQ1kuq=5uPq{xuE zL-EB$1@H4!s#1QA7z=nM&Xy+UXIvNytvcHsTNNl&JBHB4G=OhZ=Im^)V@+I<#w zhCjAJNyBiStS)T=e)zp1dX+mb$_~>GPw4Y%*?AHC++ld6RSr-um)f1^<8ss}#n_ z+=Rto*Sga4UGO5pLc2qF)5)Ff&@#jgx$9wkmpC~zblu_zCjZ^=DU-;8zT8{Hx7HS8 z?%^?jsn-$!}PN-w&Gv{+pgT(p4t{n7tt!UeOJ-HMAN zWC#fX?S7|iZLpGkv2pt@TCk9ht$cYbyTl;`_2-VcFO@Zw!4zWPHtL74BJz9|$l8iV z1wVrA{v+7VBYi!AQr--jHph#IUhhJfz36FpT~wm}YvtD;aL2!k{E)OIaN8>Qz$caZ znr#~>yo~eViz3$TZMB`3OrxFVCu9~CqvY_U1GpM|xxDB6rfCK!H7`mX?X}|VyW^_= zlqu5%&wy0%KE7rVb6RHPbc@z8cz7=mgRaV{^3u0GPZ%8MwRzwT}>a<|y^mOa0zxROb(MdNw*x661V59UTAg<*F^Ul%w27ypjDy?Qm zUxA&t50^5K1JCwQ<3krrrUmn&XU~z_wJ*@{h4^?*CnDvAxb`*>d^(LJ$&kIA53P$0 z`P~>Vu`(=~Z~qjmgObd@v7Ot_r*!a!QjZ%TI5OJAK!uB6skuKGr>NgGB(f`4rf(AG zcTarJk`X!KfZ9)~`)2uH&`di8t9HeF$F;&GqMLwYKb5GNaJ!qH6<4W#u{h%JVkGXg(vLvm+uuR9YzlA z4nRx^jI&ZTWoG~Fj^cmsp|*(SvOx9xP&gSHVPV;QvZ&f-%PB!cjGDQ@TX|fEP_ARU z{eRnaNr24iD2cw%?y8X=$)%}wZd|DxS@nSCQ$M<_7;T!>g=VO5%z#$M?Ha`u;%)jccs(KJ2NA0Jx{i5K^OyH}Y~n^K)GS`1jU z{{sCT!{LTA$_laOHLp(`$xo_>y@Bsjz5Pmq-?V=#g&estlFghg<0%15MpJ&Eo08|< zM={8I>6stNd$ICh*zKw8I$0+g3KNnrxh9AHQ_6TpNGUv5zay}QhJm{$5-i>a`Oj=< z-t1C_VEjnUL~XzV9#IF$77g5nqB^4OnMPM5;RL<;e3+-7NnBiFzgbpnU*j6(((x06 z3^TmvJ?8(y=vNRRKpkme0l0QtTqw*czIzh;$VTiz0`O9}oMk17hXzOB-^!D=1BnPbVXuW;O=)xV|;HUz}484q4mF0#JA1tGhSin zz!LitDrD^H{iTmYf6fVmlnN$zpXK2K+wF)Zst^z&>n8D1Q0Oz#r&xg|+hRS3e?JAx zKe@ZuyErqRRIZ5*QzuCw-`QxZS(jdOC97XQi+@KZ{fo!?!GBfEl#9T*t#F!u{y?eJ z@;>1}s3v?gRp%ELy3Q*bZuX{@Ur>nWCjWL)3L+>FCf*%ykorJHv~I~9>|i%0@-e zj8;ECUfj-5%0TX>IkiPd{&ZMJ0MAVdNx_LJgHlw8+P_2RjuC8qt)L^LXso^_FsiRQ zkP}bvY47PsZS_.@*hFrpqM`8@N^_v*My0T-|Czn}A`LD0JyHA%xZx~5E*@c55s z)Vd#AQC9Suze!U6ci57(5P5%a~kj0mh(C8Yexr-Ezz@DUdsbc6I#_C!>o&R|ETt3WcQ5hLA z2-zmSkkM9Us|ad20bAYt>UDIr85O#{GrsMX>laIw`FL!xJ%P7wbf1yi=@7|TrQlXI zkf;r~<{-dx8A<__yZ_YRL`Pq{emx9;-W^a+I*J7qvUHzG)o3P>i{#{%i#=IRlQmWU zq<~I+UKjw#^8TYo@Bux8r-s8tm`uHq>Y-CsMjIN4oF+U|GVzm9l4_As5=?|F>5RZ} zm5&KRpkTtnLQXvcGJ$aDx%i`-GU4&6Y}d>Q^;k=coY0;yG-&%Xr>MX-b0%~Dw7Jx; zk44Ikf!K@<{lL|{8MEVxo!nS=W`N&`0*u}MBTSr+FXB!p>5QA~IS(?baN&$q+GmlF zkif&a{O0LEQQ$97iQ7O8g`ASo8nBeOgoNYn^RWZP*#>`l)S0f3xKVc!<5*br?W);7 zIskH>ydB}-xJ=Y7j37mVjP-^pD!boQ?S=Nd1PcH3Lp`kpG1+Zkrul#LkyUJw99=Rb zPx2%6cONg_sgz8!@{tgdG~n7Ro?1JM2_dlmK_r|-Jg8>+ppz1cu?qHPaxzD2EveX( zD}yj>2+9|2=y1DUNO6Tiy` z*!0pwwTxKJ<}1SC{@U2z&dwLWa_~X_r_fcel~)1ytsz2S`sL}y4bLeffB%-eD=!OXwb9#!G)$I;gTtK^4C4u`^4BKtsJv)%M^CY7< z@n>FHPUsz$x(5A=Vlf?H=lkTkK4Jt}5vxb+kw@wd+F2xT= zSBH<2pzTsstef!EQljcrxoH3~s5wU@pE0sh(`D2V}u_kWj!=c2{xfc&ER zBwaop@M02VXXg_L5LQ7Y(W_S*5Wksah6V9tqzA@7O){)VKR-JG1{X6@1MTE8Jvr(NVmW}lmcVo65Jp!2Rps>YcSoyzPy|Ep zr;(9Sd`$KKl;dz5g8clEfByVYGY;C+d)(UE7*Gx9hwdo9)!oiJV&RsT=os7^yLF0b zXF@&_^99z<&E!i&(MIR`8N$&fsfUK&q{%M;hWdgrIdiHD(^>ZskS-bX{6)*|e7u%ckFY$D3_$ouFpZ@P|`WU6x(gMsAnDPSRxb^Z9yNpXg zsVk^Nm%2Dhzb>=y3kRA8ld$2mN=9a8HwcfcfT2S`hPV!jTR`s_L39n7Bi;d?Zjs^n!*WI8Qy2hEE}Wi1 zP>De|@7F8DP2#@mxwyrXyXFb2X0O^dFL5(lJw zBT?&aby4j$AUKD9B>TXWNIIQK5F6$)5$a}SWOx8Ty4($FdMM}`lD_fsOD+e}+WbJs0@r)a{b|nMhwD7acbiV6eW8Qpn6gH{z++p$m`&iXA?}Hv4t77D8#2Esl4WfM+X}0xJNLjksmw zh5x7e=BrRz(wvbJJ4u^%hAufAM}fYOb?aM8Y-cj{*2f*8guFH>Qz9ohRtg-=ktzPJ^L7dy?na% z36K>08Sy6!+d3eV{Gwvma6g&N-qzS6Bd2jVRw*snpBIEdZm+t>)dO8X{;2fBV-%}) zRUs!P_D`DW&6)CqH{}w}Z^++V1skzeh7Vqz@^d{42&`Lx@6T^!*}Ui&^;$zMnQcYzU^M!`zZDH8O%7N9+c@e&$N|m(E$XWG^|s zi`*xCXmsc3A(2e~ct9QRG!vZ&6iNNYMyr7ffsm0nB1HnZM3;gvF=KMms;MPV&AU&Zj>T zXwsYfvpZYIgio4d7)=O1;wG?dqvj9|VEp+hFSyaSXIBVzYbTc>#7m#6clNKKR|$Y2 zI(n75JSmbZ%Fg12DSI-$2Qm+|pSbG!e*2a_UclnZbAwUWiqWOMFF2foxoz~;sOK)D4D6!`r%h)eov#0Bw&6}Y`JCu102pGUNx7!o9 z{H5Y!BOhC5LBoG+Y>BRtZAuduk#uWaJKREmRdmwnJDw4yr**|iY)HzyG1ec!Dwsg&wgDK9lPv|1{)>OCQJ8o z82)BPFZMmEORpBi)6CVlKfV@Nwbo%B985>|ot*;t&ct8-eGLn;d3vz)t;388cDwQ= z(_q2FG6|^#N1`tH0D{^=)$dLHMwY9GH3_;2=)T_AWF0QAs1?uQE%o1~cRjUlSu4ca zI1s*Md1e7s+~+w=7MvW`A43hGIF^axVOIy~a){w1qW%ruS?NiD^nBQcs> zK@X67A6C)nmmMiG*NHfQeyl2VG;;vTh{{oBAZ!t)2^KW>p(Jn+s> zzx3#F5L5nhkewY*%qY>;>RfZFYg4zJLV#=lD=Hp){)@wDArTp zDd5@A;TMthGBCcd8;7}qTT-y|A?L%M#HcBMds<7q)IMqOFUODBLme)6um|@G{5!`I z-rLi1nU35LZ2q`Q>Ieb#I!DH`!4__AX>|2z!_%_KQ%W*N2rSIX8Re(}v7vkRcNOUO z_NkEZ1^Fok@wyNHH16bGi*w}-Zrb#20@!wZcR|Bsd-4WD0;9BNFVKWP5`krAwFRIA?tFnT2eUDJ(jpZ1Gi-b7yD0IOWkzmO#yOb3}-omluJ>E!h5?TG0X z!U{H^#e7&nwpu!W%W0YQ&a)-d) zoG)aqM~#Yntn>_WYOb3qC4IHiz<8%SfwOq*Gl)QopBJB}pH_V#{Ruk_VsKM?5rxPU zgRs@xdc+rBFxouTH47u5w0F0sHcgwGEtRV(z}W;!%uvd=c=1fdcQ?oKdSLj5v=^U! zDvEp@1jLhOtm~~*#Lp$-NOIZ+TggpdrRMO~!4dee1EfBYQ#oEJACPg+uZHU;r6f!c zVvuH~na8*IiQKCI-YV!WrQGis5AW zEovQ+p&DqAVi3-_kjpDD2lgx58@qOWsG3aCdsZp;62psWsT#bvZem~=(yQ#am0mr=Vs*^g zD5EZI_m$`LH1s~KD6Hw#I~2Et{!{(*xZLmJRH5cKgJGXFJX4=%UZ}ZxloEzBm5&7m z^H%^fL+gqUDKm0p|NRmWv>U+cmQT`c*SJ}OBBLo_#&VjeC7M{gLL7LUrs@Jz$?J$A z*ZQ;SQSIy7+qC*;tYKnm5|cn|{73Zf{tyJV&bmw&Z`c}^lqJ)XibRZ`T{Cw&BSPL0 z2xY6h<@MFe(^2_sCl_SE_eM#7^W?q`XOz@tMc)831p-TU-IV1%!5U}r#Y)jv#75RB zM&22}xApEqq3og+U?rZ2a)rbow-IvF6M$|`9GQG@8`!@#TEB!`nH4;Ipm@HJeS4;V zR7m2MHf|`oJt}3F->RYwLv22eY}*u<^%J)%RsNb4t!p>hQa<<9o%_S31awRd=i4-; zf95(sT`QZLU%c;m`PkC#H8k8CI<(BwII>zaTKpSS6{v5=tXNP_cL_=q=!c>~glBcXPxJkcPSxk; zwtV@;#9SAx9@Edd$rg>o;1P~jfU*_#OZ}Ho1>vAhOM#4TsDPtj-9L4|i5UvQ)aI-| zQy$;E3f)-0tpB3mGa?_~7C51F6maN&G6Z$9NQ71l*0sFlw%c6%^2nZRkOP?=ncc*N zOQpd2ehb<1RiZ)!$&PuHf4H397`cBf=7`O!Va==L2yM&ris$hgHM!X;xf^n)J1YpH zO`HqD)?yp&|DD|BF$nEovwe?Z#m* zP=syP?rj_ybREi_;U3aMiEC!9(e*Wd7L>&Jt_sgYhOB3}Zd@%9|8!X73kXI&;Y@a9 zq(J&%DfgZF>|kMa^VWj+5?{~ZuWdoK?AQtP`Mqa$Q{8L1Q)baO;(yOlB0#HaSa|qy zw24ErI8{`1^xyWIWHjY3duRD$FFpZzsOLbT6LzIFrUAO&5`TF%FB6Y&bG!67q=PER z^=A;JIPpus!MS}1zMVt2s6vN=gQ$_@6MP`76dSMANMNZogJyJ1xZwYm0N|nxSbcK= z{fL>HiYm24hI?mjrLnNa^lgxxFzaj9bHIq}O;^3BmA5@E6)?29s?|-j8QX`yQ$75x z48QS);uo2_&4!RsLfzYnp*l<`PSMw7g0?0+kya-7B6`em3VRG28tOm_$^~=9wsGTU zXP0f);BtPi!;<>m*x1<6adV@vpcZpa*TU`T(>wBU3XcJY|hI%OnCJcJ?UvbBSsp*Yo+K1u`{Y)Bm^2&t#NT&v#8Uj4bKZvtP% zLxB~LqL&16>6tG-s!uqB41WduwTwM^Irj*xA%rc+XnJpS@6e^qr>1iD0Yy8-V=Ao| zx}$m4qOkzWRBbzOK-@;V7fDG09q*OQ;>+6CRt%58kZIO%Pj7YdRe~gvSc_maYwGZ` z$GQ7;cd(Ax2#4yB&PgZ&4*6G&*tzg*{`o%R#k zO96C*SI0u77lhAKFFJUKQsw5iG>hD?lgEUH1~&9s)tI}V38?043>_BUCwbIcpCfnd z0}@As(mIG|u=At_7}>d*-`Fs1?CZ!RwQ#}}w+(DfGD8z)KJgkk5$zy1)5@|AIdiyQ zb;mc*v(q@qVsQr`#w*s%yHA=PtV`_O5Z;M%?;T_QV49-w+=;D^Op8xSo-qQ`FmZ34 zwDUPSo>d6u>pb8XSh;l%$Vgf-zQ0CcJR!{hqh&>m`0SSHp*VGR*3OGZ?unO}FSiwW zH_29GMxai-9tQoa`sU4>r(HDIvh_ED4~9(w3;$ zrC~nV9M_$zZK!WJ*QWGqkuF$`@W#zf_8>io8|cV9ovftj5$A5~Zd~6M3m2F1HVa6I z5?+(KP~obV&DZ4eZxWkQ#9|XAyGg;Zb=aw3krO&B)ei05W6z!3w%q^*xs>yUASOn} z*DY3CQ&UBj=O;h|fvyDljv_vPz7l*m6QQPo20b^-=S^SSLAxL72RDH*53>NikQTH* z5*8MAiJ7@gYRKfC>;yk==6%U-zMCfD+P@rdi}$y)MYE^G?4zk@3LE z_z>A%G%bZceaBTH6(DpFWVgSUI_fG&Y)qYP^s+<^Hx3_Ef;uM@6IE(=_y9pujnuiMjVmmqp`*S(P&`r$qS0i1JK=z9)MUQwL~Cn+7bT>n^6V{?kGafc zMQ~Z29q;WfK0P8dgC$A^GJ6u;wTFj})LIH_x1yq=&JQhtf{w6xU7F9NU&MKrmVnMT zUH{X@*OVi_y@V*4MdyJcZ#h_C)R`ic&t;x|>jp^6ajush>zWAkX3^~(k25+#V{N6m zIy;(p?UxlJpaMXdS7gGux&GS+wxcdBdOfBKqac~RcZunV30fUj-<;1}`iaK?8X?$-O7xrChIuHbI@1geE`qJk~5!g{+I!5{S^oE0bTw;kzmC zK&MQwCV>?wDxIVKAWL+qE6|Fc{E*)5zx_-y9QNP=b;*FORtV^#iU1N`B51gyV>k92 z3np-XD#(vMum@OMJv)-7j#kaLJH=oOa zz29~C9>#KE@}7Pb+!JH?{uoyDp&egKYvEM#%O6GZLw5FXcQBV8dojP1D&3XwJ@-Kp z{asx3_L0X*B9u0Pbt23;>$CSZ^a3YUlb71?ylb;P0C5RGY~c+6ghFmlbE97}jz zDo9H@La}y&NqmXQe`Bi=*Zb+(r;bmlK`{g2)xT0xjHL#pF=W%S#qspg^+z`h*k5fZ zt(Xzk^0lf`u71B)WGtn1k|nzCApt}cK%I6E;mk5iH>C`ugCT>01Ukm7rHL4F*QVQ6=E-c(x@7nYE4misq?J~YNHB{y} zq(;wG@v^tEo-O=O76ZgCU{3F5Md@0*ParNbUc+7?$q$t@&QvYwv5kM#VgFN;*y4x_ z{&7J|CMc?7j_1bB*DhNVkr#iQv8hj)Aj#BzWD?DH{51dNLXZa~wYO_G%l}Q2n{%UA zKdye2zGhJBPIyR=uNm5}N>B~rvn&}NPAGW?$Xb4oiHp7HPofP5k%Af4#aFmaeXneWwEFuAB+5uc+xBHp0KNi zNxlNcigislpJ;mEVA^uYV2mTCoxa6bn5o8Wz)gJsO!0f#R4S65UWED|?JA&5Tc?XS zd-k#YqB~b}bCZbgl;d3Z^7&V$7pLMHKyTfkDn`#K&xkn5G|hBPE>^^k3JK~J25c{3 zwm)qH4HYfIf2ROBz~pEvKJK^rxync%pqUNaEiJ)`bQ-9j+H2OX=?I~dsDoa?UyM4( z8sB>#Pbx%=|E;x~R0oyR6!h-J434eqxSaF|!0F&4Pe6x+PyEg^B7BHyZf=^HJ_eVdnGjSuktxW~$g?&G_+Zcgc>OhBuTa(y zU8kz}p%XphM%#`d-k}C~*~gJ1$z@ z`~n&jH;NPxJ~?ebcP+%vJ5W(|IR}V-{rB*@Tm{XAkqO20T}X zKhy=C{HyVUgTmhZmoNFv1Gh*%{pDzdx+0zbPW+K!*-AIfODPDscQQmQ4!VhouNF)FSd!;rG$5Ai&p1`8sa|^Ed?BV9^nV4GZhcjY4R9FI zDd>8x0r~&6N-l-*TXxpIUA0<3ok@Fo|ve|Hgl!4p}2r~Bn=|icEnOa)kM(ffzjI} zrA9)v9H2e};hSNb7nDzS>`r%f5wk_|hn7RMX*;8GH5Kc%Y#Nf+c>d`E=ybOZVxh-f zy_FaI2r}@@-irvRSk#CFjd4H;(6o0~OP3el7WvShMCBdXB46MV<{%_Dld>MOjN9;^L-QtnBPr4uThUqC6=q@To`EnZs2i^c0 z|87z))nz(+!DS^VAudka#PV4Vr-HY*bt~0*+xW4l+Sdh2BqoLZowulL_1<(?Pv|Gi z-%Q${H}W;`kYP$hn|La2+w`dB*D@pMnF7t{R! z2o6l@-Iu*q8I0Z=&}2vl=GRCxt9hCvPHC~P&7$YBl{DI}eAHF%2 znf-xxmiinS^|(!+ZrKfND%v9z43BbG-skq7ScWJKr z9cm|p#ytxhP6#wm=0Zh)p@Wtv3A;TG2;Vb93;0q{GkUd1?(sWK5{tFECfsHRAVJ+n zK6)GZi^)ADqtCUYTN?99pF%aY`_8-wX;$QpLRz6JfY)>GetoB}-5;Fa57g^t`0Vkts^cKQ7Ps?h4tU$Y*e{=aTEzp} zi>fNp{-?vedzYlo2sAZ#N2hO1v<~HcYpdXO)6;1fuiDfEI-x!NM7ZOziOz!VO~#{? zkSSAwC_AmwbbLiunI`8i&6d{ijI4%rorU$v4C$9bKeB0yLU1bq z;w}rx!p8J}ME5mt#)!YjMO#@oB*?~QwHjvSv9i^t=`#RT54l)JHn9bIKIG{Ok@j?n^@-s#lN`3H z5gAUd+x2Iy;S&ffncc!us@Oq}<;NsAh;rDoNp*Gu_YQ4CHN`r>*6m8?c;1 zu5skZ!~b@-Wq6Hc;LPVyO8LEv^@_P;C{pB1d(m3^>-NdXPev4zxOq!Q`8 z#{04S<=7 z*1K%xk``@Of8ZAo&B;Njwoktmd;7tx28YD_JE>|HvbP)bZf6q zoj5U-cKvhFiqFA9U51 zs08YhZt}0s#B9K8;ajV5ObsBbU!NvM%raHu($b!$Xk<6Mxwr$gmuG>q6~oA7#JEZ)xCt~51dy!xQ?_96B@9SC(|2_&Q+Lx)cbk`BqSm(<$rGy zVOV^9k&eg>d~#^z{)pt(E9CL|%i1WPWDDE~lj2>zHpJV1Z<6gGctPlr`G0xc_>3j5 z)4m1t{0qed)egU2G9G-#t3uHLOeD9#(Z(XDKj3uE#HaSZE`_qv>hFIZyt;?5yTIR` z=?|1nhoJ~x?f?TQU1zc_J4c#R_Q!ZE|E6an&D4m@Ok{UYBRGF_n$qJd_v- z4Gej%YuY!dbU5|H{Zs?butiK4CUw8SYmxW-_98nf=;b({xadb}})k zn{)#(b(3r1;ZKd2d*}G4<9kQ0ZEl}0&*;Fi&vrUGPQDKg#+L|59|Z*k0j_1abe?JG zF;mI9Q-41xwJ03UJYH)n3$~Mm3#>w36J3Q7SNU?ia6a2W>5fCVB2aq$(#+719fzXC z)D|#)jH<&@rUdva^?wYNrRQ#9#nm(wxkMcT3H5(rXWo>SAC*eEcTs-iM43#I7#z2$Pd=ms=<) z*_!3e+A>W5M}D@?CoT3;DoC%{0Ykc^pkOrmGjaDGmPnsQql~*<&cjnUP*|t3D(Uyp zd>fl%-m&+%0EB&J2FAuB2G;|wV#|~7gEbG0)^0IEmB!TZus5ed_jq?k!D~Nu`JaCZ zI%P)IUT<~O?O2&8^sbsP9XTAOeC5iOC-!5_Oh=9!@zxFNW_;3Rj zI`tuMl$#w4V6c`&sLKS>)6=O-obZHU`$o;q!&8N;TrA#Lk&ZR4i-xw>yM00!tl=k& zI&Sr(&hrZvt?6I4?bvZD8k%=~@H5NbT=aW_$h!Zg=G}{NC#6@$Gi2~JN$ycT9^Tvy z3)#9qH4+j!IyB?uBg%dE@az+~O-4}Op*?2xW8~j@P)aJAzj!s6Rnq0>%^;35bC*Uw zSJR(*yu-i$`Q8LUySr~6n=-WqM^JWEOLljbRmYuT>b94d=x-CT`>1dWV6vC=FM%rk zy$bviy(ZDD?z7h|3+GhfwnSF~^P*~Ct}jpMZ&j3D%iJh{sa8=#rOHC5BOBq+gsY#K zJU#dG29MSXl)XK{SNX_$?oqPd1{ir<I3i;qnTF zh5Ce@)YTWq3F8<-bc<{2nQ~G~H=w#2$`@xlT)T?XB0071l4t&h4SQn02b$DM2c4If zb{9v2kdEqYLwnTMq zB~|S%!`{6z1_lOkX9Ik=xwxi$-uYsqLqA>3cWX~-hU296hoWUu7~VYc^~Ko|Tv~c= z;~ce+5Ez<8OGEn`8XL*OBwdALW&Ee>y7Nt&xQ%MUFJb|c_5&l=P7R%C&t6GI@^HUp z?CYQnOXG}RVwWkI^u{V|yF7?i>O=+2v

ls!Z3 zxV%GF)VFV!f`fzAGVjoz_okkj)XBV4PtSN3!t{ekm??JbwQg27Zo1{{vhb%S&weam z=`N%%eJ_opdkbc2H{Wjgpf%oIT-+c=>$5pHQvPn6AglECoi{ zRB{nz!TdyEN1PtQbw#FEva+hxgpPJ9W5h%c$y+!gr6Diz)_Ii+;fGPL&XAmfHZF3TuB4z`v!wjK6NA`H(!; z6xUZ~NK2C=8z-T)TnpOYgExIeTbq@L9N^m{r+SD3J1jFZlU>TP@5^Hdb*3RJw?_Wb zn5=%PJb=aZoFNm^0f+o3q6Y+(dCTHm{=!)X!nZCV(q=nUG=zG=r^aFtaKl|38PhQK z`;l&V)njEMn>)3s$lVo|aTOqf<7AMD(9~Z^=vb$V( z#KgoTHdbevqHW*SJuNC8`?xhNuXq!5mwVB?Z>~>ST1X?!5UYBi?&!=~?PRXWx_ok5 zzVEP%bOQO|hGUwp6Is9mm9Aa8Hdghy$!BrV$+BRo+?!A4nW~kLCoaJaz{L|*NoIkT zL&>6c?Uva@t|OROJUh$i_2|H5h0C-XtIIJGD~%asvljKCbmgQofaYm5)5{fwJZ;`6 zZ+0@66W(TkM%(H_@y1*?X*4l`aJDF3o!&wGn_4)}TqiLj=e|ew!rR)fUSIw${;hBx zDlpz=>os+wT#?%8E*aor5%4TIN}4ptA`#2*^5o;(5ubE>OCJ(xD6*n%?6uQ#DhKF; zT>`Vjdc+;km-qk10|-n;rBS8 zdBd_TEb;}^c^e?ZhRDE1PC>;WnOu}e2thknTIeMm^gHkv1a}A%Q4~%w-oBUw+hbjE9FE!H=jH!eVrowF@aqyu7vm=8!`Ll#7xh2lj)61>s96 zcX6#eyIvnQkAsH}z5eI>Uzw}!=a1ajbYn&S>-~pdH~D+;&+41a!wot70H@zqn=cdS zJs{y*mXDE&Lb+BeO*IQyhK!8NRwSupPxgxh$VUh-)fN9oDHmrZ8l_-av}A<5quGTg z`)9O^){Y$f6~f+eeBAt#dF!UIG4k^A@@8Yml9?&6(_+h52a(+fSabIR(wDF@YWX2qn}D8w)|db*HO8i_y|kAiMA}1Tv^Rk-1Z4LS9yH>{o{0sJs{gt zgrU)<@Uo$v>FCgzra_(hICVxFtz6B&%@owm&f8)vmz86^BA)&`Z6Gi(aCoYM4Mw=C zTPP@q0(Gb+Vwf}zJ40{0Hw0om)Ue3YPr1&UlfgrAqdv>*=KcHk@6^AcfaP7{Y{AOH zRRby^-??j78DVvb z$g23a^VxFqLBfKXHXSQpezdCe@eU#*M9i6V@TeFOk!c)!$wyFcG%e+yQCw42Ri1FT z!&b>2rJ#!%rt)uZnHb_24kg>T8O!_$VIosS++{+JLZoCc z8X1C%o-T@Nx7DeNOo+}J^kL9w$ycE>sgwK8LlW^|MvVw0>Q|sU5(P5 zZN3;OvLfM8wUqMOkE`OKv~EWw z8&mC>-3sqCvyPzqPRc*}K)|zXt1oKe0&T0TVG*NYU2(=OF4T11vDbdED%F3|p%+q&y()jyJ|CF+` zIg&LV?QSV~hZ;gNoY!LNygUea>K5(OQ zCGrAzmJ*#?%?}SA1Q%_ryL!{?cQ|JlyiE99HFy!dFyY(GRjJwvpp!tTaI$xeis-rc z_?w566Gbcm;Sj6MZn7)Nd1hz|apl>I7Y<)4T?EoQb`{oBg_13MvZJhYfE;`;E-}yBk{SZ_nC<`NQv7{Z0M~W3r zq?mfGfLah0tJXrJ9L8qKa9V=iV zq>H(p3iYt&vWPY>i}hoRD^aoTXqk61>ykJoUk7SS6_at~Ss=f#SRKSZJt}OV9)^(a5svkN#4>zb8>^AuO?TxIHVH3~5^KfgI^1;dVkfqv$8~M&|B`EaW@a_ui$LnBmr#XhYd(F)=HEW{GR@HdU`Q9?=GTn7-?+ORya* zm-~)N$TVe<)^5$~gX#BVOgP~AyXSc>RGyn&MT%0Cu)~3Ze3|U=CH+C0{ICocTDrBr zJ0sFX$caTsv)S_YxdkfdhyuY#i&@FeCFwW6S0|%3JN@LNR(ZPVBzNA? zmZUwr&i2PxqgHrh{q0{41uJ*)^S9`9@g+cLsgu4|{#?JY)be}du(06Xe>_*NX=+yw zZH`#7F7v7G7LGv==ES?@B=%pda^N9q_2)OFIE%P&%=T3OJoR{+uV}mt4_W17B{GSV zFwK8O_wcpn2%Tc@n{dU6c#J};Z3!ZK+7X`SgJBkk}t(!lR;{4+}i@LZW~g6 z84cU?SeMRs?pi&adZ~HF$>B5K$vd;Z%!UHN8aLS@}}Pd>RTKfIG7p9jM59rhQN<0_H8jY_xqg+6 z7ACc7WVV=#^R?F9>)UJ)YVb@eSRVBREUR#M)?JOzDK&Ev>$aCth}gA*@_a~Y2W`aW z{H8zMqvHFR_YLGvf9L%!+2^e4H}|(@c}4NPsL@Bg>^8-=9yRDO7FrltSmgEe^a>?) zZu~P;W3JRFD~KUPX>j++q9NtL7IOs$*G@v46TcRrmQ7+&&s8_C>#S`aPucxkMf$US z7<)C_7T&#n8wnIw<6bqPK0V(~ZFsHnmFbEED|Z5iPy61E^6X;w9VM?+AA~hnZHK5m z!>&$=c%fDIc!fUnN+>^-e8gAtPi+g!jz*y(o)e!>c!{11Hy41azhl11qPkNs6gDyh zR(zdB=ESQe&nulYcuB94Jr8Q^JUjntmxs1b*Yitk9Pe^rO#E9ge>`DmWN z()4rS3+#Tr=NicVv!_x80~s8f%*5J{3qu4#nAe>=7W|Ks4)}+ag@e2EwtwfZO8B9& zZSTJ45|3=#BFlQ7e-@(6$x7+CQ5(mmSqW)@)VLbNlnESB=kVIW*BIyNl6{#_O*(!; zBIwKC3%4$0-j*9a@#Oc(c-5--Nh|E~H`wKu%1%;0u(1*wjJCn1<%~U8b|CCNJe>V1 z{z4CBL=)TcfRP_}L4*(@8e{3ol7hD@y-{)+=#br4Z@C4czY67A-y6gGyzjOA1@mS- zybihE-_C$ZwNJ)O@Zv}pG9J6za&#HaRtoasAw`$nO_=I~q2DDMc3=K}DKl+*@4Fez z@Cu2CbYZ=d!3%u7;9!Gc>pa^bYr@zbAktj$nNg#t=gjwe%sOLWD@_0R;S-QcE&Jxb zZlqCVh_64iT8ALrqt>)&u3gh+zX?aNckHu0?*`JgKQMc=v7Lti2QZI#W{ci7GL3qH~q|YCSAefb2$9 zyz6iQ1whtt_Gl8@+=0GrQ!RIx_nCk1DovNHLPjPbwtD%4_~3h)h3MZaD;)c_q`NKI ztgm!$GypKZvSO9fyH#p!_6GVEEI??&0A(?1+0g^X+f?!|QUaeO@3+ldPfY-cbDCMw{ONB3R8bdJoZ<9_5ltz#|NI@Q0OIKLs$&Nq6>u9(*t;LhKpFi z#nX1*X@}!v`-RP40cZwP=LK6vINHXXa+$pYjCU>TKH)n+U_xN7mi?AkCT&{YaSqzl zi`ZMzGZ^PJ3{J`AU+5E)I4k0(J~V{Z$*li90?;R6L*t)~aR6XvF{R3@)xxMzE#HBcAPcm#5Po!F z1cn1=w>wa%@tUNQ!>GF3;H&Q*^hH+F^#5tFE5OBtXF~Cx7JDN};p^Yw(|=B@qQCyI zYH+%{u1h6$ei6fwU46N9A5gDmzRY%w#D``Na zzlx{vy|S_oPw}%QxJT_vXrX~~a}?kounF{^0sg1V=HOD7Lmyt2lQRIT*@tC;C8_e? zy+79&If+lKz$Z!!N7||tx(ET)oV5Z6gkV6dx6}Gy5Xs&}whW~14roCFvL+|IDwA%e z9!2klREzN#kDokwi>82zl-0FsJJJ0O5eC~oC_eu3Jo%GHk6vkHTZYU(eE5)_k#V@2 z1S=#0cx2eW|Ehrj2k1d8ME@AQX)@~l!cSo5Y29iVI`xe`@afB!-&q_xJ`a3kInTsa*)qkGXLintNCyo5fw#P6kmt0=A zeB(}dHeMK5D{C!6 zP%?EE4fco;sqRA?4Vo(5P)V)n=RRcyP}*+xY| z^sx$3oB{A7vJUGq8aGUnAz)57K+|s%68=FA*e0i(_JJz~DIS466N6oV*W5*GPx$9m z2CTY75hT}7y!kFzJo5J+B%ndS_Hn5A&;;=Ls9&)uO}A_-y291LN3If$LA3P65EGB0 z1%+Kh2BQlxqMHX#CZERN$@R8F!^6Aw?70XO9_!kEz74D9?L09zr*x!kMhM)-p8chaJIM^>of}h37&tF%JC!C}Z0|&JWZ~2HZUlmoq?HU06 zlY!q+h8DRqo;(w%EqKa+%T?b~bmTkoL!wFsUH~AO^eZhh{tWX`H$u>~0^DZ06oQxf z=w~W?cAbtPHK`hWgPISg#y|EspZ?d8V@}(Fh#1R1In2mVF4levVkbskyn5w{DRM+e z#jF{fo&O&_dsS&-aCMQh2yxX2n3$o#$e=)}|43V6eJfk2vr;Ib`5zyZIJNRw`<_M|f`fp>3EpY%rh_j7` z<_Mbj8kV^f+3i{}{6s8&+a-hnC4hEMLL24*d-~*B~b(lK|_a!(}XG zygi#Pq0#y0@c-yKJ}cyVsb5t|`yAvgL1%-I{(e+DPM8dXzDi~9g?x8&$%K#w^SEmM z#uU<7hv7*h**~zrK+GegwkW)aa@Th7dJlI=3FM@< zEl>0J!P3!_sBfT|Lfr$|JEUab9uBFhmSn_68#=A@k`)yHap&9kYlHe5je0mK4GnF3 z-JwxiT(>5I%&%m^{*+af1S$bqGT31lT;l+1A5N$O0#24cZ3zN9$}FCSn|~7=H!i>& zm#UWv3`JR&v*KHay8Abz7P>Wm{N8k2O)brx9NM){Z43R7yY{@PW$Zm6K|mp_i@o zF|TX2T(9m_fLoeXpnJql*=-<)Uyf1eOUbgLH>ErBg}yI!!WV_>Q4Vk5v`-I&P?tzE zu09L(aDI$jImxZdiqqq2-Ir)cZB^Q0ZiZLD?_ucopkl@m*Bt~Q-~HKgA7Hg?L)HZn ziIkOUue@^IDCNLjsC%k8Bcu}NJK#)phsChDXoBn4gNnbNo%fPhzF&6ot1EforeJ}N;vxdTk^y{EQ?{p3W8m*SuhcL=A9M6a~t=K^o=3}x*A-rEOM_RA$V-taL`%FR zoD0$R{JCT+x!Cid!+oLCeqG|QS$cCC?gid7xM2M(HOL&)(t1uvXtqp>V^2XJ{&iBb znsUEXiP1-0{IPmX%;!(H@zmTLzdCZrgvq;ZEHCR2Iz%Mcq zBOtO#j8Pn1+EaH^qkPiAO;+gw!`^C}#c(DrvDJ>^`E?%WIA=W9h8+!Sz5LwAdiZWi>sQ@L$DhcK24BrAWr#YWHlI~l6po$c7hb%ugJ9>I(}Iu> zU#clc4)x6DRdE9_T6^s-=NcRvOm)|*CrzA8KwyNqJA_9uw_zhrCuqZV%JtDC*ma)?S}uo&t0X3b}o50vL*+^YW1Dg>FV?|ejPi; zb8zYLfN9;DeueaO!xF#l?H-%_k!iV5(>lq78c;cWhSx}GT4>X(_c*^JPucq8(1!;b z>l^Mfq=DS&_Y&FYr@@fan=tJw$p6!6x^e6(MAU?zg22Y@Rf9&()fX!oA;U*yk7mGX zWn-<$^=5|0#xi%E1#4Sm(u(FpaWMf=8huE%tL>@&{N#>wDcgs*dBNXgqHyaY1}~ro zDGMU%>dLNNySUKghb4;=Zx7mDD41tsGX5*qwSD*R{+`bwHP@tVOxmc+R?h)$X=)A* zc^>*yE4T)-D8d^kpo4`l%}8A%*gOpMyU9x^$E0t!MjN6nLcgEkDtwP7#M)bfGajUQU22s>~t>n=oYkR)zlhv9~*~+;;urK>Iwb<|({D z(-Lkg#+j*5TSEVHUD?R{cxXlP#3zjj4(}tuyI)>F%L1qW#dA)Z;8PFb0D}QtAKu}~ ztPN$~Dqk*ck@HGLJl)ji;xIcPB5Mqr`$#8WFAlSM_=y3F#JQ{gxsUFow=Q8=gdC!J z@ve9A0Wzo=2on>&iMw1}*SR2x#Me68E*!P*>T@gD43m*`sq)h_G z4g+h1DyTVe2Atep-PRF2T}h&7JuXZ}`o%r-{A2bVc$jtt(gw`yw6|0=E*t<7iU_dQ z!uFzzld=leqZ(G*|J(cYK;G~aJY3bv()rN z#l2g}dq0dhvcQ~ZqxgI`TO=9aSwxTx`-DjGho#e{4>l}Gss5R_l95HMxhwOk<*Zca zBOdpsi66TgL6XCfs-&#y)nuCTlWsnqTqJ0?GRdw+p+~cX4hG!}mjx`|zO{R3qwa4xzvV!u{p7M)_i?ptIC}Kx4*jC9 zt~9&J(6{ZgnbT5xNAU^QxpC8&h5X0e^ehbi@EM+TT$t`!UU)CLkReTy!LrUNKn9v1s*eTnzr06hR?=nL2R4|X%kDqq`;%x`0TwA9*yhmVKIUrxEsnd1v`3Wf)fzTGbi_l|Rz zKw5{mi9DKY$l_&1icaU~WX!f9HVX7!;Gb#nz^WfOG+7CpcUHSgH_CKvdotn8L9uk+ zr%7+H?*k(t$Vt1ci$h6!b?{=OaDue*(x$>1y?(grj70oo1Z9zEk7f3<&qzdUPH6gF zJdq}Thp{mrGe_{a8rm5|D~>9ia;a|4-C;uYG}u>&47#7s!DShmnu4&bB%FMa4xG4~ z1FAmGG)ZOMKX0Abr;_YG$E;1NiK{TP#0r9RUeu!Y3aLYRV29D3)X5bpkP{&Rt}m9xjH9PJGm6WBVJ^b$AWXmih^qUShAx6hKBYH~LpumH-eyd^q?KjsI8QrH8}& ze+VEchf&wT1VNvI1_?q`jaI98o{+_xb^#pA45bX*4^x(@HT_>!jD0rB60$q7$v2hm z1^OR0`EXw=*R|bgO7~UQR(bmwm4|yDGMZG+u6176eA|8_k+2LWrWt#R(a*|@bbi@y zRdBCrP!IG^3C!OK33qfH|Mi)89suz{G1mvFl7OUsO$eDWwNSqMGw^&M4PG`K+Sy`j z51S&_-@wp9)M9A2|9j?Ef=JM~%4H=9@8 zVK6wHv(LMiPRG&Boigya%iFfZ9Yr0>N8mrSd1!W&t`y1@lvo2i*Zr z!bT!!LN@)R?U5ay`0xDvXEc?L`O><{bg?O%#gD7DM3iX8*eBK<9P{W zPF#bN$_;4=pkgwF^9RbvMzLDEVyc- zuW0g5e@&KE`VrTwar!KJr+*xNL$TGHL_fKwy2m?Jzib_y{+JKq$Sd``j4vv;7EU3W{P;8A^411+>HU$kES!dUa(C z;|cy5L-^~FR?CL?)&%N#ej9BK5BMfprMgF;Rrjr^&pkP&AR0p-5a~7DE1N`?mC}%9q?mUURTi@cew}=e>5d~yBQ63^d(v7)ML^Q z#ugDrFa241&RcfC8%@68_2e48t`WUvLyX6OQCZ*^GuS3LGCssON>W~-y`81Tgj*a& zVUf`uDG#ANeeE`(NnHCDOc0UbD?At#s#@SxW7=P@8_3!sgwYI!eLlOUn6;7a40oNH zB-)4!dk(0i#`*!J!sOX(5_>j6iqY|?vu<}J=%QzOuABYt&=$GszV(}@|1qH{?cO^*(7?H5(9gMV z9~rU^v6LngSkeE;bvAzUAa>6xFt9I*iLa>kAxR^C(#p}p59$e1p$MzuU&|Ei#(}dj zEifP?{h2qGiSx%?w|i)fr&JQ_#0THH308vS#6*V^AZ2xk4JcGf4hqtlC}45g1y0t2 zsS=0agYz%yuiXj!jEzmkK5tz?yF=mc|C2!ug;RQMbcF!5xOC@BIEV(rzY>!4awMr4 zZE%6WkwN6uPbJ^g5+g}%(%+>{PL|6FdCGf&DN6WAj7{h?!g~YOB7Elrr zi{Kmv5Iw@V+|bv+oVSnoeuf_g*7)yXav6g42@cn>{~x+U<1|{H@zny`(hAsis{D(G$Tg!1S)f zdVPEdreGUEd;#KF^IfWlqlL1v2@50NX4elyb;YtbuGreiFG+$*aR2@$s5{bbZO#yh zG$m8?Y%+~QBc@{R7ySE=F3`mn{gxCL#}CIZ43EsRvb^kyi8XsadHq%M>e3dYag55O zr@D>da~s`VYZb~W#dpa_IyoIXF0Agn&%^C|`P!L#JH5i!dbJFWSKZpnUS=BNz2p5M zu~VPI?>DyvGp+qn%9ab3Pkdsx#kv67di1v8}`w9;zx;}eToz4lD;Sz(IqmWraZI1z0g$zKn|I)vGJGk z@;B+}4PCtITHy8&H_} zgwb2~mQqMy{OI5Ld2c_z9pDLES5b*e_S>dSTC=Z?mfX+B$0ra`bH~KwdQ@zF{(j_T z){c%o2??Bpc2Bd&O4L(-R}>TiM8(A`>tkgt z^197b)YZA5xqJ%Jzn0RC8zKF->fYt&YoG_fk4N#$*LS;#g+&Np`tP{ZcRwM^^z-rY z0W0y6mR3~qt*k4XHg7h(efvyeE+*X!V4loV^vbHxCg1@nA{eA}!@}(Bo2#pdC%>>_1;YUOg2KWewSP49ijg3W{^ak_({evK9?&9R+OiWFUnWkRhn8$fgPI&f-^;Gm#GxSjmbysvun&%Sd&H}JwH zIUzyziA?MPQR_3g@oDBDE<=bM?d0st_0r#CvZv>^nbr6A zP3fHxCbmXQVVq z`$A@Dy<9nI)2ATZj`Gc$W#+;>6$cI+xGfxUU0d6-qBdUJ%8H-tHqI^k9~Okg6Azfk3BM$8 zIHpEo14~<47*RAW;+N0oK7A5~qtLtg;ojbRn2n$!6CEA>C?G)9wA$ztF5}wu>#u); z2XbKRgR_Z`0|RAkZBK#TAlTHtTFk4Sz6B;CqK@?@&vz{?)MYApNq?a`=@5ZU6=((BmRG6gMpNx!f6p=>y=mA4zy zL&-b?0%-S9ZymgU($st}3k%CGBcVKDb$J~fwyj&Y#_OF{g`mS{vUr0PdNPuRzRVdj zGad|arQf~V3!4K@A2d!-t$oB~T(XV!euJ1qeBR>n^84mF7fH0m=2C46SPPd&lbj$+ zpl4v%gcXYe2Q*?D#3!<_I;T(7{iZ^VT>L$$-REn+eLI6uF&&+qFs z^5wJV&u<1jWgG!~a5#n}V`|Ec)zyROIO*`=>Rvwza4Vr&K23J;StPhy1AuVRukL0*F6@S9Jc_L`WO{9RZuma?ny_V!LQs$qV#4L3B=Nh?p@MV<-2 zUN(e@^$D)p+FFG$xud7;g|eU%e8esr@G3KNH`qlg0TFUXscC87U;(R03-5ULT~Jpw z*6dkRPJVtF-ceio$M;w~cJ}tVQ+;32wZT84cl)-0r$bSwO(!iaU1KZ=0ZNBMyTyBb zf|AtM-cG)175L0OUhe3wyu3W+v9hwVkw1UdZ;ELLg1r=y@7deiOYn%aU49=K3`lRD zVXAxKteIkzHy|Xw8YN9)y?F6rWvBFiy!kJ;1rBm^Z^yM%p1|uy$o%s4YwO2TW4q|h zJ96j|P-HG&ra}Z$8G~NP+Qvr7u)d??$^5*-5x<-q(Vs0XNqmB_jBn~+ALQdxun(vY z|NV3r!su%{I)QC%w+4B{#hLN?Dr2&u>%ke=m|rGXSGpMeMdn#jat2SWX?=NlnOM)2 z?-CLyo0^)g$m1K)6VTJw4+)1{Meoj?ONk&t5X$|6f`WK+Qp+f0nAX1jK{+*fu!WLo<_kpBjf4xSEmb(fcyX=4FJC%$7W5gUKiNu2X$Wo7NzA%VOi5AEDz1>KKizn$ zVLPp-@QY{9*vZMs^#t~Tn<1kRBV{r9BAK?tOUHG7{JJSN{lG&;?VbGm{CDl`Ltq0^ z_0^A2WtgyuF&L~2A&xL9DJe`SPW|@d$J6)mnVCc@9t-XpWb7*4`gu&!WGC5!aOf(P zmX?0GBY5S~rALH0(0hBouZKbG+Jn0%-Wp7xOe`%`n^qx43Jwc9W@%~J_va6vqU7B3 z*@cB9)6vmU19%MR2{Ic3lnRcDk{oo+S9N!H4-OCK#trn1j~|Ck>2qF>{z*qVsCeykrqE9i}U3HqaZV7|5H?>YR2i^wtWP-nDKKl|>55!J5Q=Pn2u z5(%e&@5sm_=segtIVqt6^($;YbU2)W_~LSP5bkg_VD^|ysy=!YzlHM5;Wt#6wY?d{ z#`8CBJS)^VbU0m{$YOV?6}gFFArZa|#Ah4WySR#+xnNgVSz9Y};lh^t4<1Z(Zl@1Y znW8;NU#|i-5jz(b6$X5#JMvt(p!$`#ItHtPsjcXF6}BHdoX#Ef=uu$=j^)FL+k08g o5dZz(c`E;HHvRwh!>g3?HHJ@r2j0F(hW}l@sBq!Kx!d>uFSUv7(EtDd literal 37651 zcmeEuWmHsA`|lZ2q(r1kQB)eFB*#EN5D@7u1?lb>l$2DEMle8BT3TQzX$BOey9T9( zuBp3u|F=HeulIhsti^IIX7)Kdp8f1!Jlj`~wNz=(v!90`i1wkH@)HOm34n-%6tEn+BvLR&!+c2Cm)Go^=$bX}_Zken_IKKTu!h1wRKG zu*cvJ*II5uu`w|*WUS)O|1T!&FiPZ(F8Uzwp|CCL+A-3k-ZN|8sf?c4c< zg(+!iqrW;XfX{8qoyJ76WZY(dbv(atKCJ5sXe@?!!F%;8N1Y^Czb70gCnxy@1t-m2 zq;E*(J+`H=Dk>@hXOSQ&{$e^rP>cilpXJZ^zp(tBv%kpCI(a?{W>FRpw2i;YRpbzt z81?#fmStttB~Py_{8U0|Yl9y3R$X+@M``ZeUtfHu5%L5?pu=SgQGW%r!AYnO_FDs@ zE`*QovEI{AhpEjAm&l||N4(TEP0Kh>SEFp*Ot~kYkjYcmB7@94d(A5w^Ha7|o<1FR;dET{e{@kLwyF~SB}Ue+>toq@ z4sysndd%%#`Yh{HOhZGJbaZrE=J-FZ;KRWS?{QVfPiwiu-AD3JTD+Wwnce zQ92%TEHvM!Yg3cBg4d}pP+ETS6x;KEUpG!8!N(_s;NIDJZ1g;>ntv}cpzNr7)kH{@ z?!(=?cIS$$!pGj0~?@+RP=}I z;ri*2i0uHRlcAEqO#MhxE+!z#nxIoe)@5wbJ7@o|0|}V-P#q2{u>U*u9dDdV8y&-AFn(>DoQ^FVoMXX~z-Aj);gA_;m0}Y|QPQ z5V`~Wj56u_uBC+!(cFtoN3&P2UJd{AN3S!9XE5YwCVB@fv4w z(t9f~iVqhg{~OlBHV3 z^@&~#Uqw#|t{*j9w3SY-l_5_Bh6}X|oyJOWyM3a#f7%FM0fAUk*Lw1>!rZ`E7R%r_ z|Aq^PfA~0UH4{Ul=(u`+_^h9!qoc6e7_ZovX-IcNo>0_Iq4Eg(H(VQcRO|+FCSJQ~ z=bJ=Xhwh+PvrX^b?QmHiwd>lN{5E~#+h@9sRJXWTt4T@!e+99hE0&&BWJrl?6|$Y9 zn-##6Z6Sw^eGq$SG3N|6WjZ=TsmPK~GlnxucWi32uZUdvz)N?AcPuQpA3l8eC|f!~ zu(a;w!TQ*6fd)&Ou&D}Wwh5LYVNb_m;eVyU4|82g>L6z2m*oXdNw9H8uic=e;}ol% zHuEY9hKrW18OUyPm0mrXuy1cV%HlevCwvzcco|Q#SF;<_xTZ26pnwiQX5|)WSfd|R z#zQ?l?xV(bE=j`b?#RN6^}TfsT!BF5Nr*n#O5(FF+G?= zh8TZ;N@Zx~L9US|bVW{Xl7|3M&~wL+I6nI~R1nW8`+asUJtqf=yXcB!t8tMRAFDJ$ znUt27$J*5%tS?|OsLemR3%Nn>H90Dmjt1V@SvE|YRZ`V_>7G7MEqE^%gT&Ox@$zH^%QDc%?;`v z94yo=)Eak|R^X;b5V3P?^1eb48yg#RjgL=1z~af1WTKIZ3dO5euk;hAHhpbuZSkv| z#l^+(-@o4?F5z%E#>3qFf4c`hMG7mCQ!b<9iaTWe89E2JUymy(`fDSj4QF_H`zNcq z)zmag&guRBjdoF1?%3x<((RhowtY%!!(y`ce9Qw@cA7=AQ8W&(Ub&CxyZ?S*XIa+! zNmbCV#!n8#jtpOYO@01WHVqiUT@JdgopeoQk77Dcoz>M$78AUO->HY z9Xq@0{QUfc)n|5gL!VUXq2!d5p5ESXo-@0l@FaCR#Q9paL z9V)Tpm83XBE@F1NakjlpzKSBjB+q+1Y)&D}Db)iddkzkRvXOvUFq!)&ToMtB|p9*jN>#&dxEn{8iqU z^M}h6MbKeJwU3l6-rMW3N^qlW%qPzj2Q{@0wb5SGSKkI>c|YEl*=>0-F@N$OQnbKv z3-mZV22uDRj`?iWm;?>Br@aO}Hmk=-tSXG^HfyH*_kXK8%psc)>=__Qh}17%gyj6T z`pH?$T4-gaTb#<8qNXq}`F&l6v3K75g@xGO#Jhar3UD6#6EGv9P5T#*<`8hiNuOnRZ!fQuRBE>C zk5`o3{w;_BbHAAfIyww8v;J4>>+5qoI@$U&CA#30ms{f5Br+r&F0Q`w%SG`11zEV_ z%51V;yUa?@tJ0p{zHn1FsdU<@iluGcA|oNYI;YWo&ev~}ZDwnnD1}Y$#WCCcl^-&D z4lrrL!;~D#@`_&y_iiM*Ju#k(Wr&PK-<;fbmvH79oOVYRM45?HCe8l+UGDj;V`tvV z>!P(~_u1oIrapwr7O0zKP3RS!{8LueqB}b^q{4>w1DcqI3y;%M1^B-j3G~-m*c&ka z?8pq~ckGiPk8>N4pEIePm~fwRvGa1%yQHukR?qz$pbHa&A~xouO^N%~+0u3w0PT^T zxCyB@?FFI;zOu4*MwKA2YJNTT%6i)?W;e0(y`4Dr%dB!Q|K2A&CB2l-T!7t8l0|Q+8|? z83J-zJHMz5rR!6B!~Q&bRy%kz6=Q!Z7ZsIQ$d3uXvM=4iT$UwQGZxByoV?za#>8~@ zsKXww>Fd0aedzi8`N%eCvN^rjfv$1RlqIP(m-k<0@X~7h`@GVjMh@WZnG(}0id;(A zelv!p+PVHa=g_#oLAcwYVE>?u6Gcdo2N`8{QhS@D;V|HVLvQ~TX{{xIBVY}HU+dyx zn$S}!B$f^hzDq6$CIUSTCos6y!M5t!owG`Wu9Al080-e6!LCZrr)X9)bH#?q7xU`{mkQ=&%|)(i(e`ohH0zLb=`cUq9&QahIwt^g)8 z-{CRz*2Jp;1>>HoZFefm#9r5Ya(wnMM=;F>o?fVGUwY24dN1oaC5dCrj9 z6+kzmSA5%No6x&XR$42!LVg4w+Q<%0&RWKTmMQ@Oi)n7TTY^8(h|?eSgO8Jn2cra3!Y@#Ci}3XO}LWwkcTm^=d6 z*RQls^uYUMVV59MGaUvRZW>aG7TML7&zcu_=(X%SWS>3TMi41M?yP=UJ2&gT0w(Is zQX$0JqOP%!tTErkgX-!_%M=WBo_OM+Wp~{yq+0g4-7%7qJFKdTf*~rmFvsY^z zNHNXyg?Y2(E6iYE3|VVON3ZhPTcD+bw&NYUW3SuuE9oFw`c0a~jgC*9>NchKrguGW zADLCYGFs49R$gBI;9y14&!`RZxZUP#oM>B}huxeKPXiY?F*#YkyKtEKy_1Dioed2{ zENOQVybXVpeZ&)dp|qLXxn^yUOR162%LnrJfre%a%w|rhZdbjM%Kz`Ds2~mWt=7yIcZ{6_Ay+yvb*#Fh?>;o}=D0eyZ zw1*}HO1XY_tQ7s+vM6--Om@-`pTA~cU^jqS%^r9*ecKDMA{7eGuWQ>kq1>Mqp=>p- zQe%f9+jqri&YizCws*FEEd`K&a&ONIRc>*Nr61R|8}~gb>hn$A-P_Xuc2Z_fBbk4= z_FMIe49jFqq+qGoQT+@%9&AwF^IdW$3qE8MvT#n^#rIjZ*hw5UnAvH* zKPA43i8&|v8>(}jxOKQSvp$DBL32PNP5VzE!s%G^ZU>9y_HR|53aeI?f-n6t-JPX?H`l-fAm}yNM!MC##FbEzO({@zhif8J^%J zYD+diV|@Pi9%tE0k9;_Gv=K_nJfT8Hz#D zS5@LKD=NOr&%Xv)1Z_%fA+fICD=VqapZ_+pj{aYJA>n;UwY|1c{l(niiz4;;HVC`x zRj#zCY#F_tvo%cWJjBmj$a+d^^-Lr^?r1hB3E(2;xQ;e}+dLX(Xt))|5n6>>@1Fnu zc*Z#nhV#kDr0*Z#tv{flt`5Ytc7)c-_Nx4ryg|wt*!}Y5 zCNV87&3AFO+hels_r^L4`*~qggN?yK8C9Z+vZUDr=zPA%*<(>Mb5F<1t@A&B9zAi= z%)AxZ*r-6P0lkt#pe9c@W%g=ZOx@*BSPRj&shNE(ClnEX@~avzrFZGqMgoNLM&-jp z$`&qp-|fxXIZyn-81{(o#tpE9-6&Lvrz=3)fZY?k=(w3Sf;Qv}<+KV@y1TmtOl@^! zArm1q{v}Bz8l%?NoEp?OkyV+RlbrKIIR7jv&uhv-NPxnxUB7-S_}HC@v}g)kaKD`) zrCL7sQ0>o#~x9>M-U0c7EM{j#X>~cx!^rokiNVDh$hUoP*pjm229nI1OV#4 zJjl<_lyZ0MTBTS@{6`uE3+)-^Cub`ddA&g-Vr+c{bl+~e&SP9q*o}dSsl#W?ybJtE z%h_27Ja9UA54De(%L~Py!o;3-U-;quuT5&qtX)@I@d2P_M>Bprj5oA?{&Rx6*aS<3 zAz_yRf^0-oR74{zJ`}y4IcX553HNjx&ZX1=?{qBep=fby#;3iL_wxjZo7;2aWHqnr zzoZWk39NG7H_IA#V~KSrJKND>W55Sq06M_P%-jhmmH+WV^!lD~ju`gvZs3oAX5AZm zfQA;+Don>qTeSCW;b!U-MDB53`Hx->Tg=a(EdL;x77&3RjP@Fg{G)e_=J1+V4UqL- zw<|sWB&GPHko4A+n%Q&ClV>MC$+~`tBW>|aW*|IZl4%%B)SrAT6#Lba2yd8iCTOb5 z1s@9vi#{`)J$uD?iElBpAou-{GsT|d1;}UbchAiyU#y&vQ9`2kXxpu{3EZ(W9m;Z7 zPaO9Q<4@danx7F2;N;-QctZiwEl1;PvX4{&6M*MuOo7^5g z2k$P$nFrTy%Ky0vJcQ-tLTLPFYI=K?6dF&*)h`Rt%j}Mc(Ht^wbvRaBd`i6-Ss?n_ z(oV#|@UOs6C;#;ie?VFs0*63$9V#1jm*>hAyXNL!zuL>N+2BPll1Y_iKaH2Wk@A${ ze<2>7`3l#>ZbH%?Nc5bvOUsftmN4OzG2LZ|wXZNLH{HbHqnnqc8Y9N!ys zcTQBGT2~ioqRNAjU{_ZM5m`Q2@YLheqp}lOy!}h(yN|fV*uq|ZC;3kk=>1s}N655B z(va}w>j~)nt@9GN;U;v-mze?Eu^MbQ)>*tbOzXCfu@A`yM&k#MK zA9HjX>lZZ-FKt{A7kWcE5E}M({`nov7BJQqAA3Z|Z@f++ZSc)JlJ|?sx-KC@6P|#T z*`2Au7^T+7ipqpgwUF8?-mx*_HGW_m#s*2TffKg7M;lg7W!f~^sHr8b3K@>!unUv) z0f9TixF1Jj0@XpJLlo}jgX>U?XBHPFwRvQn;+C9f?b$XJB5%1~?78O_jQfCU1`!lb z^j6?o;e)D@Tn5>M2i`l~GZa}5WNW4KDyjQoB>|-c_3?W%C0|H;?1ll1Sa~gv#EKEk z0h=y0KR`9}6rY48?_M-fuAWE5&E`MQqej4+f0io~0~YQs7?oRDxxe3sN*v6!F=w6< z`%8)!lGaG}77_DrZiJAal_|(i&qEbuNuk?cI1673FJ$l(WnF~K_MF7`| z$!P?k_oYAsHKp~g|AZ(Yc$Bs`;D&+38u9L6--skpH;h;;LG+fiRu&Ex?^2D=#zYAw z)N#jVuSPZL{ulut*f;j{lHCO^PSop~`;f$VN90ciZaw^yE6ASr`lNs;dG6{$&L7i+ z#NC1p74|dSw!2PB25;QDeX+JH;lj%&XP-x(Z? zBNs!0kvm?H$eK3;L|#f_bKeG!Y8=twISaoQ5Z`2YoCGUH{^u+&$Uu6jmaVSIRqm(H zdwWmq#weEBE=>?e1{x^1tL1GWccwqjexFS*!(+(#WiXzoB};yfp8c0;z!p3jb+@7+ zqx`)Xf~Ps_*b$;OBiB!hKZEZnNnrh#*NI~#9Je`{u!bAvt>60fZx_>vtXWADnd@U? zs9&|aD&jthBH8cEsRKI+jQ9!UY|}U!3;C~o)hC^gACZ7=f9hb%SIJ-82`o1fQZ2@Z z1Mc-7AMrmU?vJ836+RCmA_j$ivb8<$2 zWDBVRhiHP**fh`FtL5#d)7&z?arkoGW<4|yx!LEtm%+Dh$b-f0G$b9b79=Cr-yni4 z0sEUWNtr!jCry-Vr=mVzG~yG2Cj&d|ZBVcF(>F=4rk2pn>%>07BA(X#?6^%y1oM@g zVtWXS_;xi+(Sm*sN1%nk{)8TzSg7B7-e$c@DC!?0+Ynb+ZeS0+^_PA$wB;|os>Dfl z&;Ry>-C=FCiwXPBE<>^w%OS+Voqw>l@V0-clho;54_-^fsM$X)DdXb4v_&5W_D#;; zk37`}6YH??MuZn>ItZlYzSfZJj^&bA8-RK~bmq zAxR5U&zfV5=yZKKOap{~<}0v%3n1PL;$-m}e~CYiPO=c%+KOCYi`3WVjK3bY4NT~~ z2vPT*2VFVl!3a)_g%vnV3sAOL9udCDaz0SbHvnnnoF%bYR|^)`!AWMr8U=?A-Dc-< za1)O3Z>>D3Cs|>jeWJVF%*bN{@{c+INbs}Vz$`1N3Ukg}+e)9n5(Ews}kVnA!9 z84UZyaymi}GLj?MKU6n`BO4X=LY+dhfQu? zU~`xa6e3 z{#?auAOY`eR1N}GwFF=NT9~^CxY2U;n1wBXu@RAx;@*EB14@Qpjpve2t9BaO1(03L zX;dimc!3hwNu5#t8qukl4zryluOTfllUgA@2?bmy?}SB`>}f{5Gq&Q_eGVE z*XQpUT8AfIKNx{1CSF3_{3wU=?~--^@Kkk65<#x^tob7+wwi|iF6ShLDGrRbmWcA$ zp=8-R?5)k*AGsE5_Q1!$6$mH(nx1^GZ{!6hS5-;QhGJca$k7s0EQTYh_0Lz`dJGa< zcf1$}^9S0jn!5TTpe`#wkGH~~9suz+`dMGv?*>0N$Rh9`pGf2Oz1#pa8z?APKhoq< zS%Hi!T(w|(L%4LPu6!o)_NLaZ`kq>h`t7w5xWL{RL=c50%enj}k|N9Kt)?<+isx!` z8;2Sx_*HFJ0gO=iE?Z)2lEVH*J@BrahOel#-l|S?h-;{^5~eI5ZwwLeE;UmSR&I(y z(2Z`IcG+{lm%h0gjyRlveYGG7tg=BkF=w_Z$m?H0dU8gF+F-8Y$ts-q4~}%1lD>88 z7OR4PIl@v;?@|c%@L3P>`X5u^D}f*)Y*UK)Z(9``2x_E@lr+oeQX?T&4yRFwU~$X= z-#CV4cXU287i|}#p`ihpHfi05-IUg<@L224l2K;9`0fZ)6YCl|<5=iciG*-1N z*f%DKbeMvqoY(e20=${4UcSz%lf1EMs92F_#NiT=8}GKo?#==Zr|tRoloiI#xMTwL z9D(3c(z_tlxSWPgHqLnHt0Rq#JE|0PV`1OxlAvR9%>ogH`Y2G9{F_PL>S-}*}c?>!8l`jGhe zh6l^`Y7ygZKcY7(3 zryd7SudHfWrto!ZqG&lGZB9F`ciI~AJ1D}qc&!{R?F0(~daV%ou0?IwzWa|s+ zHwLCqqW_x9UFYPaH>O&mLO90X)RGpWdT={?c&QX{nD|TfKpDx&_tF7c-B_QlmjK3? zIIur^pr>|r$;ru!@EZ~mDcp*I$Adk+-{e}|0|I2h4`G$Zx%VyqbSQR{(Dh%nGh9bl z*^8D?d_tsbrkls#GhY!J55YZDT~y zE0QnXy6@Si8>U5r42CCYT?g?);J5m5ErTeUljg~Ox8^e4TW%{n@?c+ma|Mn-uVtRW zdDpV+G#%jp_g~@r4x`cF*gFSsisvT3{i6l=I-&g~7q!uMC#rB0+Hao0fEOaC_xa#k zxHtNlMdLY@^^-oD2Zswz6ERmO67aCUbIowz`v@HgSHOY+&ju&M>0t@7v+bYvMK(6$XGQd2pK&cM zG&fkl`c2piXa41tuFQ+>*fId{lBX)XC7YNPl%#mbnr`mP1}EYq+!}W%&VC{0xX3dx zOO+?&E!fZhqqG1d$@=AF4XCnn`z5u=d=!W4JUAxWH+>}>hOU*?Eyk)yk+2G&VbdH0 zrl9jR4FBSnleGY&LG#O(uFMHk8VLa=-Xn~1se>{s86d{Ci%{jmAH|I{L61{#J|&Du zh8Bl64j|wUJXN-Ejo($^ySxM~cx zawWDF*5{h-4$~%zdyO8LJY~0qv-Q=QqC#JAEy)cP8uR?P?p>f6AJF7(e;dp<@4Ghu z-+wO48pwUA*l(m5K6N@{P?#4DEQfd3PZ9!8{}t}_+{hDq)_aLN^w`>@))fT~72t{& z6LT82e#CwJ$a_{r;pyciyA&^RR+rG)%7kCG>(6M-f0%L`)3{e|QWDRtnDt+l;E?qR z$^4?H*LGLrrpPssKb#Ct7DcYKvFY%Uanf5t3XcQlBg`<*0V_{wOU7Xs`g`7MD+{mo zw81H@^w{Z&+M5wplXoo4PI(0-3>OdU&dx#UtvNL_HBNfEz}Ev*?_N>8`ugvCD2Nf8 zJ9{vp*`^FryScVBQqyjMUfyozpEINw^pHq;vZ0;UAS1^`jVDGIby{@@U!Ovy>j7N! z#BH%*11;Ode~cdEoKj6Wz@n`L7y+gd&)OQpaMe-4wZiC3^a%jJP6{`qrPDGc>_;E$ zXtCCE&~ZYG(%*kP6=4=K3+-JYEQuubHAhUnIwOoAjnhhRw~bMX$ttiljA-RcB;&pZ ze~+zv&M@=wZtow~6B1w`GV8z8Z${%Gudr^8zPb6$R5#n!wh;SS)xo#9)#njb1fth! zi#*#&s~R)Lg62+khO`2FIpAX3#hW(;FN;gQ`MIqO6p4}1>xBBFyc28^!d@ROkhW#K zhN%?b<)tlqcnG7phMa_JSXLfl_LpJa@$2X2^K6!sC5flU6fY(9p#2f(vvLOMoyB|o zCM_EuHz@eEZCAiiF8A3d6%XPuKcaA6Tw(gwDl^pS%h4B;coi2S;N;|wUC7A|l!MZJ z>f?`8o3*{&B|*;ran1Kbh*{9b@J~+8>RPYV7TOM3NVeBR%cTGAz69lmsU%ic?FV4b zTljfM+;tj$j~AoQbAdcaHWjY@9CYP6I(=l2Gn#Vm0Orj6o2JFmHr2csGRiEYDEILm zfu2_w{hgZT{JAXE=&kv;*9Gr-RrnSP-cne@DNT8H;LY;jmHcQM;{f5vdLaEtH@L8! zqPh3_elFCq$^jo6d<=HK4&=N%H2h**nDvA4xbR(?;y>{Q8zR?x+4PqbT)Nt1Sgh`o z-DwxYNref2LNUw$fn&1NjpH21?&F!wjA0_L%;{vevMpn?qHnZu-4aazBx%r-Y95B#&MEsKbEcK32E`>GC|Igluv9Lj@{H7c!Cp*SJd3QPb2vE*$Twm0)d2!t!RyB$-YR~h>V!o=n9|U||7^UetI)pY zjm7NqDt)c`UmVEXpLu-ns7i2I$B0h8PHszK{XNTBL7Yxr{bnu&81Py;7)Grvg5swO zti8>lrwLZ+)ojgLojbJj{5U(z{9umEEP(FL+_W$9x)piLd5~L$Kbq)el5SfiIGj{J z47m>5?)WVF_drE7bb7~@G+hn&Qb3sUH0?uOuVi(jeDbkBRXiBg3`pw@+yT4ig%~gm zy8=w-!=fiWTZ&=MOf%nfA{*Of%TNIdp|eXsd@@d{j=DQcAx;?HS)1bL9Rd;vNByHh zW8IrQomt`jttRS@aEMxJp`ig;TML^$DdDtK93_$!qt*gq`6mtOd7FONWta9q zt4e&?3CmJMDM2R_^MjTFqR%B`7od2toVqd+6u^Epy{qG}aTD^6#r!FclvVdFdWUof zIXTKe>jH+LZ?#H)9A%4aj

Ly-ZpGUBA z1}tA6P1pkE>BUQAe7U@5+`{R}>{TkS2a7|Bj&$VSKnszIV0cJ!3kKP{w`P9pY zG@ARETGLHJPbm{5_&LmhZDzMzw?&dqt0849s<~4*#1%H5$v5bZX$%@!)m6@?1A+O( zH7Q%O0}i`jIz(SMT+A0o|Eg@bCq$Sz4(`74c2pCZHmysKlxO)akElibV4H(p|J?q0 zUquF+^`bKN`&zz&<^v#bh{_lG%s}sn;2-V#UvHyJ!J>!-p`53=Q+CAZ(R3n)jcC&_QmvQwl&T zuY9`vsh2a1a?JVU6lTX_pSQg$$t02#7me^|4HML=Z?hB({9a+~(&*kwZ8nT&r=cO7 z9$01~Jp=EvXeck|1MN%=Uyes;JlnjT@`aV&B96Ln##oe#7!v-7jxOv$DKBsZ64xi) zO8tlDYWp^Q_KtXn18F(J&WhzsVawag_j8xBsej3+Ek9?Ax(kRd-&V4%kWYJ%Q-|qB z|I|ZgcOlz`gp%~E`6!#(iIcGh#6_TNpBe!LDXu`~cebSA5E1ue&Bvkl(nRp~5RVUJ+JOZ|X6b^Jq=tRi#O8N2G-4 zatdwU@tBk=cfj*Idm|7!ZJGPP$&Trn2X=bOBfzX5A0je#*m(G*OoyeD;3vdWf{kf@ zhnLwpqd|0k{cTS;Hu%Ty2R~OBJ8I00_!SW-|C!%nnpgG5bDFkuC2X zaZ5KKO`f?vpmAtm{{C$b@>DrnRtiw}xr|0jd+X#=#U>_Rmz6!qXBYG11^e$Fl7Og* zSMpc5tK3yj`W*;D(Nw4FW@oneJy?8{~F~lp(kCAt*!Jn} zSbf2uuyVArVUR1(+`5>RC|ar&OAB0_r{uWEXUCN(Re=iF=kK&)+E~3?vUEPoFVySC z8SlHGdTv-WllyU=t?mjn0#vO=L`AK|nK^<&li0Ypp59ybiE0mJtDZdsNw*-CO%S&2 zEKeFX9&s@z@p4Yhsqsnce=rCGL?kTDO$1sA@|0paTsgXY;$E_4KAM+Hl zt41UxsBba}=#>H{{kDAUkB55%&#rm|t0|&M|%b zrQfaHfO1GhPU4sV)hCpa58Vz>;6@zB#SIUtCu*t1OxUEQrarK-`Ir@6^x^L1gkKu% z7K<~Lp)a2?LNV$$ua9$^xe3CLDPA0t%-4`k9b-<3BzEwY>ItW$K*z+)BKs%6h>+q< zrJgjOpW|6Pw}2PNfZf0=eJ#!I4T>(H6chKuGsWAbv3jvYAjQ}XDC}?P&%%I>1JbpW zQCeYzC7HIUq@Q>(L>gT2FOJbz`70?>3Gv~>4L^k8S9#!GI@eHog{migC>FSdM_rh2B@00HLZ_lf0$+)hEv%g6wybc}-%Zw?1nJ`RD4fUe~Cg+>U=0V(V1t^vRk^Ip7AGOmUn+Nk1MxY z&{ibsZ94hJW4gcg6dDBe^FV#O-^hNqp9HtB;zH;B+BmIo)pM4xO7x9}FV^Ub-a*r5 zM;$(_tY;7;mtXN;>QLN=&3^aO#X(VnukUi2U6e$HL#V=32Li6mXA5>6utt+p_Z^AY z`;4xA3MEXJc)@VtVayvw^Lar}@~~hN#M&_&mxr$B8-%$BRu2Em z`gQQ7Z;3iAvb4=)Y+ex@$q?b!0zIHQYk3xSE~As5Lh+0XJrA_Miv)22g~N5thY_IK z*Q{yXn|N1Bt1XO|ab6R57?`Kd5IH*1@Hg*NZq;DNDfqo?hk!J@TBSr8h7cx>=_txH zU4G{?u@2_(kWf1;ib@4)am zl@S0{e+VIVy82J6vL6>#&Z)Q3R%MJGfOG?{KGKB+IZ<8P+e3q*)~pn@ z{m4k*Q>amCFHBq+95tOA?A-d1I|kd{IZfgh6fHW~L%T>do5^?jotfO7@8syh=*L3G z=R@wTEPwaISP-Rs*7QJKPtiuULjB?#UAx##QPCR;3TEME`F8;(egdTY?(th~IR}*_ zF-hR?2898h8eR^}zvJQFIMR|&ro&*XQ&99B3Kb1S_pW&C;14k{)(q*_*n!5Rq6Tx? zj1){1Wu(`GF~P*I3IK?AU-k-FoGhlqEq}ZLyIp%wpOfr=9uR7|PCqg$uYrmLGHIId zb*1J+kg@|j{>5?L{EB}oc{I?FeoLE8F(v5M=RQ^wmFj&;>+F&L0+8X=Jlp74nM|ak z9J7!@z--EhRvhCO6<_v;%8$u{sE=+1^=+8IG1(<{C~qPfPgN1^j`})gRc&MpDi!8# zg%%Ypszd5pT8D1n`Wl#I;u5Ih0@wFiHzq32YT`jDQ6x2sfdfhC-w)9lN+EK2A%~gG zquW?aGo{tR+DJ~&R((W7#03_Xt^}D`HEZh+#Oe^K=s|@&8gK*PXGe!PD0ZU_d(D0Z zZe_739!+I$D)A3*4kj~43`zf&X9I7QAEl+sPAtMsR60X_M%yY{JI}InI-MzI{@&c zd;j>^Y&Ov%DFK!Cn&=nsye}hK4ld_ji@d=A6fbq<^L})VDR{rl)%p*ET!t|R@jBXZ)JV+3j-jcVHTc1+iV$J9zgI(r&)qbTwJu|9Fl(3?!NE zoBb^gUY?;-dw6UJs)abSJ?Dt6R9~`XeXRFKY)Tx5GWrzF6PmF%2+yl=nYzfqVY*`E z?|&OOiMQWrAyC$!*iOQJAit{Wt>0`ww62zHq}QNgIs&)E(}>+_0Q&uD9uFg9JDjjX zFXyxN6R38qO2PiAgh<}h{{$Ctos>0w{@WM<0RaJ&=*{*?E`e8Ca5A&6>YBHQ=3t&53`b6<|u{z)@ z^1Czr0?9Ke*XeL2yE%lwP*w?!bx?=ElHK8qR-7j5WYo@6d*n_7>?75|khccnC64Bu zcZSLW;FBFypQ;+)it{8`_muKQE6y2W$F9~#BOcxj`)#hm$bIQdpCu^09I9htx$p1a z?%dIFV=H8TYX$Y*o1x;LWh?265Zm@?gG zz;r;k=ssz6C~IbDu}XZ(G36puc>P`P11`~T-`7-EBL)DJ)J5|ztt!F+{spR&&|Cwj zSoTD)^^S5Zy?9@Fb3Ph6?%b6D#RbXCnVp~x=G&k5)xa%lUwhxL+X?(vC;X2xQN+7| zDKrD90z+1AEzxrk&cYHXUuc|CVdpAa)Iu4aV>a}5NcNH9#-O;s?O03~VlZAu;x>>^ z4!BRVLHTQ2xIH{(#Ac=I9sJgO35+INJRa0Wd_4@dMD4d!z0g-8K32U6BAqPEq3H97 zPsIbAKy)1=YQbGEz`4R`J1{A9_7N2gIG$cx-_aT%l30DOwkQnS3Gn$@)F_A3U%bCm z^ye>-#1O*sqCtpOkd#4L);7BZNSn)Vf9kH~H`_S>B?3>`dONbqDe)tDT~%K}zH+|a zKe&DEqyytHh1i%>X#()sa92aiHa&##SqE3I2)$U?j3(XQnM`sD-eSo{TK&r{0Q~j( zL8e|&!QKx(-=*o%)#M9VkBfH6zZErDqK=l3_Q1g~DnBD5r?^V`^iY5PfC8qX4p2A< z;02UH`jXDqh2Bf6rA!*3zo|SuR2LC-&)T}(`JkTlA=nGt+9M}g^58NMxN~-5((CIOLH~~@Ss1#v20Rda>X;4e`-=>hTEB>V`nKsbCO&|R_H0MeRtKW8?PiqU zG{op$)Lu9pE-f_9m-XrUJMals8BpTxD`VrQoC;BrbI+otA8hg3ytHL~Ej|C*iN;YX zX84KLr*ZTC^2~OBw~?T(s@|AC^l{{EZR~bMgNT==)s7vYgtPOk61CQi$F(-Q!nW%o zCucvX&@=*O<=*Px>e-#vET_^d{QO@D=WpC#0-{FuSfR|de$9LRA2dFVPy(m2T(M5Q znV)A)ZGI%Ph~Fb!?8wiH&@5q^`!M5^YnDuK$XU5Xks@JZ(H`ctxGMeI1ymwN=Pa#L z9%En3B^?Jg=M&q;nh^;o8{1ws-RDd*y>k(_>rhtrHm*Fq^z2Lpy`PKSa>INNoeKow z(1`}7Sr5zByF=|0aVvl30_{je7%2Jj7$w`z(f8<@cNU3R;2dpckLLJ%8#(Aa^(7`Wf}pK>p&v{-0qF zBd!h6iNRvc%JIxvMj+Od`?jwY*9@_I6p-0D0hNe`z=7DvJD!lSIkp0#xJ&)iHv4S5 zR>kgdTNli0-?iBe|Lu_q*Wx*A_v}`{XsDG;unhLq3VjHn!fVk%t25LYjFx_}n0)po zIp(!a#2PT8M0l@31lP^m^-fPm|;y^uklxjjM#3dY()_As`p zvvj%axJ$pU{607qS$--Jit`6IoH2;t!wGvsdGe9_^on}VB40;Dkf8_O1$76^{P0<7 zz#xlu4!&h?JzM+pRaN&XmDo3!a|DoDSw8b`|XgwonqUp7t-=Ltc0!NGu= zS7^dug^^HItV2gtT;WM!#>r|KaXCx7)Y`3e);3GxiE=(a(8tcYEIq5?u9yUs3R}Wk z=5C=E{BlDxgld-((%U{3RS}Rea@exl;&gqIfssw=4__laQr;8!ECi|Bx z+BN3vLfHN|KCb@cr|Ql6V#Maz5+R|u&w{c=1C)7!g$MDV;CXnpD$%v%RnGc^1ApNT zz7FHSHNzeTEa-n({>ul2K&$pY#TC{Qi?Kix>Yr4ID9F3k zg^W4l4^O)|2|Od*@CLBU0j8r+NpK>uXSUlN5b)YuTo1Caw0$2>pHPU{BZSpQOaZc3 zx0fvsJNClBCGuxpJ5qjBn^|X_dxPl;89W1Svl3e+2UW`ASH!2KwncKecO?PV#?&CX zr1H$#L6v}efSHdOD0(>6$H2B1<3!Q#{Q5=5!43J-!_B_RL8U%W3)By8%A3q}IJ_;b zBe4jXK_!ey&(_Za`fVk`WjJ%QkFlpV-t0wD%Up1S_uvx?O9C*(@;qg!tf``D`@v;| zIhu{4YWZ<$4NGuds;nLlnEl!L*q%6hfVwKzLUg3Xa0|;KCK3maEk95ux5>QO0+yqM0 z5cpJyK?TMzB5oB9t}la}NH-g>%4HF}(_v!11paq`UD3CjQvf3^!!1lqdVjuRd=(dW zRY4)=_a{|DV-ZTL|I;NCxQE;RZSdbVAdtUXf3+r5p0M;^udESw`ETvLbyU^s*Dtyh z1r-!AC9c4*Yy|r;;v3~-9!%83(l57bE>8bBpq}t$2WLDUvYrb zRNGfSyKT+a;PBzYJ2@;;KRyi$D}$>*1=8WN+`*X3XGOPy`NTK}N(A*n>I7qgZu>E`9my!2YMv2A=w}0t) zQYz{Gp7YvvNLo5J%QT5&FX^hXvW%OXTL|w{@i7Ibg9`~wN0|;k;O|4$_by8Cv2$&X z*Hzhs+*%9Xs_xh=To$q+o82i(BhqsG7Z39t4A`81xbgGmg@ASTAJ%@2NecBvIIZlB zBSU8)^O55lvei|Q`+5|KP~MenVVio$_by}83F>|SfNOPI>Su!7skh4=J8o)qrmp!f zD?w6&hKeBF5!5iVwojG=5k}XqUL_b|XU?2CFDt9!sBrx{s5C4jeSQ7C87=`6=@U_Z zCCQ7u=Pz7X%KrHAqgsfHf*;C{3sniBc~(8gG&<+3DkTj*1{iB56}U@{_5P+Bxbx@K zMrYEkkn|@K1D)%_T`2*EQs^juWPzw^U%DWybaU3gpI@kag4U> z+-{J9TtJAhRdOM{yAp9$ODo2`Ez49Tx*+DJtuv)RuS>ki@?`XR85!kPyj31i9!6S(Dx~;(XKo(Dv9xEwOn=n9 zEQ8m6kDRVtHM95|g~OSl?`llatt{hx9S5J;Z%X(2Km>V><=4wpmmX%^;&B0AMs_U^ z)z`DAs4HjAbWj*(ew?Gnh6~*3RD)17HC4tD`@@v_1s?N5>aBlTjbaUE25NZJK6-;~ zHu>{1Ka3Hov3sjPvuXW2_ai7G>)Neb=k7UqWmPclToG zkusg;OfoVuRtF)D62m?He0w>p*ZIwLBit3L&At!%P-2`I5V3PzBWY{RAI}u6DKgKR znJ=|y;QCbK!;>2I2r39piNL-9vSHZ$ct+{c(7kgsyBfYV1heHSY0YH6BJ^koFRjwY z%6zVC?u(Xmv+{_D;4#*go#`-jTP9$yPmN)3<*~Gb@N*eS{Swe-Q5cQpN2be? z6?ryZy1vleeR*z#=Ihh_=Z1d1rES)*-kPMG@@FKiZ~&K}hgEPQ+TVWs)cr>9o4-pw zzPI!L^Lv_ibC}lCZC}@nI_fr#@txS;9~>Nug+)HI(6B$13L2UAwXqH_O?9>Pvi{$`v#{ja^H-t2Yz988E<|4a^&YBPvEjc7WxuY3X-oC!Q$jA@u z|29fLkI*1=yJVA0AbX9fQS=2XtK$?nL9Eqfx8ALOAwnBjBLm`H?(*NHC1md9#q`n| z@e@h`+E9q?4|v-9*)xrLyAH@V?WZQq=T?H>5W=gsy8P=VD?Am$^HsIao(*|l@%r^^ z2rWN~C+#Uf?PLejB~iBFw6&8BjApqDgWXNy#4ioplUd zz30z&aml~9*>Afr)>c*?#JPFv*0+dcF65;_FWx~kYRW;9zLaTLv%2z5K2pZUMi_aA z2*h+;NF-?aay(FxEZ3=`tu+|yE;ThZg-9lN=f^&`wK)~alyZvNIsvP`i#&|J6w7|D z?p*6Z)NL*o#ZuHQ@E<0L-^9h02++-}y#A2<;f!cnvvXs= zJC0L-LeJR?ub5hIKR;nI-qxNyqIU(xKacPg_uONS6g4|eS1f?el_5z6>(eh#n%vUz z*)}OCCdNE(y7HLJy?Y-7(NNX{efB#D&UYm#t25-0^)d(p{veaFMv7U85@cayV(l$h z^!^54hF<&nNmG{Uyq-7XD<0C&i^2)WkVm_qeW*P*)3QlPWvMO#V$7-WFB7aI&1qsF zfEy81dKnnj1jWW$Fnj9i8yKJ=Ki_7t$9Z8~1hE2F=|{ui^5eu@)9xw$JA zn+wVPh2!5=KHY7-4aPeQt}!nizCL>OuP?}e{_79bs|xoF@?aBiMKiuHI8IJnHCQH# z`Z+~@IRI5G@#=`=lL&X9(p&XBX3D@0CxKHRAz{zg@x?wZ?SP!eldV1mb=nI+!dYkc zm-R2bsuLPq5Wid7S}o)o+tXvsu54z-#tkwOd9j{<%>KYG1#Zc4_hSS>oe&6vV!4GB z<1#HbP#0T=VCjhXzc$!m*Jh@qoazL>l-%9`iJZA#>T4?sNPmttvrD^4s%SYL`iJDn zU$A(9AbB!rTy<>@g=F>zyp+z(f9WtM1jxTXiG(dh2^(Jz2~DpQu^|yOP@E`4xPp7r zqI%EkH*ZY$UNz2a1<&(XxVSY}v!*>832%@S_m5~#HSpXNNoW73Hgl?%*e-cs;M1`R zdlLtLcef4+#p%@RnSGrr}17bN}PWO6P5J9G_3*mvy zczXn8rI3=8_UEDpt=)!Ws}+`){jcfhrieKwk}+_{4|iG!4rgjEpiwoI4XhbBvpN$}6Gr?74GmJ@nOlY9VRC z5fK##Vy9sT=JVvqf#b)Y6&0POoTbYWu^YWrKp{K-Y^ZT-AzX%#C6kw&RZ`SSk)~~; zr(du@{#80MmjQY{#TLF+lTP{1Lqe1mj$3V*Q>HrMJbxEeZFg7+ONW`;a zZA=0b*3Veuf0H2eIa~t9i|%sb@G7X_oQ47272gz(C(ay6p|gJQ_~cpcsOv2{X`0$- zc9I3QZho)nZshgm?*weA#7Bo(kgjaod*W)+2y@6gaaJ+&y(Hr>7Z zkR5VImfvNcRDvfr15kT$H^miV7bLgDsgJ0;w7`$wNVzUIF6Kd}uZC_`p5x4k!6<8m zTaL)SD&Sxiup)Qx#syOUIdkTPez( z^c>^TcE63|iAeT4%hbNbG+8xsAR+W=NaEj=%`GEyw=o300jEVYyVjB@03iR+rnkT zUmT0%|6r)Ee^b3`NC@kTI2Op{g+km(_|Z)Fb~x7YXyt{=1#_ia^DCG6`_YNXPwjvPj;7^1W}0_|4L?Q%eF|HS3_m@Mln`u6*&OW7^zGj@A#4l3kLE8g&as! z?!^Lk+CK4yX}jf8qE0!_e?SmL^_H&|rk$9QE)ka zZjfJl?J=*o`ib5#A%~gQV!6p923s}HGZ32z`8fBHBPV*QzBPH3l$A<=erpP3oj5K|N}iTj_MlPRy&gEXUR=3=!KPtARWT<(1S#;@(|?MGe7 z2qMN!i6NBqP-`elH9-)!=X0ciQYkF5uy3wEjblj;B*T}T>veFkAF5OEs8}TAItJX# z_?{-tL8-HWaqPQtwk$RnxxY@GMY z5R3tzao>3N13rk1d>R)aBXr#@dp_=rt-?^X(4aKc*J=@=;Uyv)^FE{<`gZUb{0zz96#S3HQlwG=z1^-S(XNLVig}kc9^AzCdtzIN3!C(2YKP zCGuu}UM9Pu4S*VTg~JO_`Hme{C8qw684?i*Qp2D4wNp#^y#$WZTdMHFKtcWr@neho zfgL~i#+%r0E>S4vV|G8KxK zkEA|*DUI| z^gToXv+{!;X>+b)<85fua`%dS?Q%g3UZTp7*GLo`D} zDLA{+$=8?fvp4Y^3tXKkjwpoaiLi{gdho=Fa3V1y3eLkZ4i6C2gV0KQeZeclL7@~mZ}F#2n;b#3G-uyj&V55+lN4OsJgU65vvXJ9|B$Dm zPD=d0<*6__{X%iOb&DCEFDPD`9NgsOHh=r}O@v)q4P<~_Oe!27-%kB3gny_1)27>p zz(j|s0mLwiQ;O2Zr;>cCHBJQ^g-KRH3Mio0NCyds#B`~`fyXztm`WOE{!WyveW78! zDMKyM?tYis$b9e7W}h95%JqF3k!P5{?x(td)`^xyjjK#=Z!ZqQuj#u#utEcP@ZiCy z4zx!Pm7U__Y>{i)DxcN~nC zTdZc~XSq8-wxP~t^n=g**pq8w4se~XUok;G81y+I?7BZtqJX=RGN$Uppr1>u-_mb~&)wX%hI@ z5uT)6pO2rEM>WqVU#o#B@+?u(;_$a49Bz@&evcBjUPR`TPe7x(iPW`u@}XeU_LiX%8~AnIaA2 z*HFum3B4j>dwEqA=keniDDe-h8v;+rvUpJJ1DEqw5)>R7KZkb^VlSYPw7#X+M@(5f zzn$xnE-99l^lKRC^K3BhrqnJ=KP#qZTT*R?+Pn3W*`5^jY^hgNj3u*h9iD+h5FzWO znk2NnxJLXL!mMh}malNt3X!i-CinSBkDJ%*8etw2#Fe5wz=AKgg?2_iSt=*Pz1wQaI{CUph z@Jxek4Jz_RpagPr^G|U|@b(L*j=PDdL|g5a>rrafgfk7HZuXTf-1HUY*DL4i_V4(j zD_`(r8rJLD{y6lCHl8c?5;#OQihmUr;>ICpZ?15@wpC}1Ab)M#xRK~=z+fxqm9KSC z0`=tNE>hq_xBKVg1dr1_gsV}f_KXxq@|wq6=g{S_XPIirQ7>$cK5U~iL^PbW=!`|9 z`rAmAHcfZxI(tFKulj_f&2IM$SX&Oa>vy6ORL@Ea*&A~uyTp7Tw9%iSdx;m!ToXB^ zBD?NtK-l{39&Qpl&DwgOi+Y1oPAwoR3n|xi_s(&wn9jPOv8h$;OLYA*#|M8EWbfFy z<3|79?6R7_$xS?MnSKDyT0Xc_A!6ND{1#)PErjO(ePb$squa4We8D}C(C^IWyheK7 z3!5Yd80nuWJPlJ!m|nEzSa4dq$5z?573hKL0am+SW{X2#lx%pT(GG@MZ%(bU-Z@A< zIpK7rJ-=G?+tpOH(Bc&FRj%_+XxuB+DsGbReqhIRPcHuQiNcztET^p-Pm60oSQJl! zOF8Yq1M(rd%)7q$LQh1klIyEg zCcH22MlDrG7QC$tF4L{U8;3{vJL_5ae(X|b~|AXN{!@$9E#`8~khn{A6j9dyz@&?WMh*)LPXtvH&ScQ2OUdIPjO15fs zjY-yvY{n5w`sc=%=!z4v7fhL{;r@$*g@KJt{?et&{ewd*duHR|BH0K5h+Nlz>u_71 zMaUX^8ckr&R9C2TWd%>AenWwLU*CX^v`*RAm+k5SW$H822Fkv>Bbz)QKY3|+Z)lRu z`gb%mLYp(1+&U#Z)~l=&FBK;NGlI|-j2>twP>ON%w0ebRPY-+$zxO-p#8_=`B9~wx zPb}^fz9=wP!q1N!qLY!84UW>F1c!_5K3r!J4rc*5(Il`g6K>vTV%s5KwirNikYuma zFn~Qxt4c$p+YNnd#8$N>O?FV7B$v8BzK zsllGtXEZ!+U2{cBV`V?d^~GGz{Y>_k@^|-O!}NDriH^0EJQ$;Gxsl@q;ATtJ7H%7+ z>qAH5S~RcVIpc_D?=3f-{QmfR{hldUEaHU{zGR$qE2ncJA{wuimGI+V3yPe=R$sR1QgNnE)NA0>C0&53RIhxYNQU z=*BoND2O$z=ZYWdGCSn4!yJiU3k1$3-7@;sk1O%#WO%4x3wDRSH41E5=jnx;5m(zD zJeFP{3(;?N@`g}~wQ9iG6_!nHBlCrB&`Cj|h_^_9xhkQ=vLqJii&2r}>RT0H4VdiS z5qJXCZE0H)DSoa0hVm^5d-n5tJX`>xt72DNq%FZp#VaqS|>M0T!@ghjh0yM z`X+QPM*NjQ!$P(Re68YqfFO~{?nq$)n5&KqvU+|aKU=GAJ?>Q}>h>K-T{F0G%o165T}V1wL1?R+mZoa+PvQ%U}C2=PL25Rz$$fxLbETldE3oBDOQU z&z`hjfS!(!shF<9T?U2e*}Vh%SP%~1twkQOW6A`b0NfspevvQr#z_3o7LAR& zK5v2S2GpcY^jiq58ZY^G=_fsa4|HY{vk4D+C6YRO-l>YMyJx$Q6min#D3*kzM4xKG z@9EtZX%3NK2zhS{;DU-`@rT3hv$yYsd@1Lv6>I0>+=-+C{->`0WyrThPHy+*ePivp!RX)#fE1{0GwvatEG+Oq z=8KBuZ@~-M*Ao-L`$&B1pZu!$zW9}wU#t}$-0Mz?63|@_D@~R>}Dmy(}j)BCz5l6v+cm?9X)02`mH%C^Ggt zQz<7kB@bIaBAk-KIsL9Ha+i+ZzSMpQFIV-G5lff(N@xnrC-%9KfKlORV&qAg=oBVb z$=S7z5-J^C-Tm>=cC18_hIYu2Q%3)kKFF*Wsk)yXx{Pj&dI(p~t8-q*VZrh%Rr4~^=#ja6Z$wiW^d?e$G>2cb zgjiYRvMeUJu`+ed@`?JUT)Wc3D`J|lZW7?qAUJdetr-Shd#lRJ_Z>OnjfTb16?7-y zoH-eLLwt29U?o5){+|f|PZ;!I3Q{)12ubpbU0<5quGd^+h8v`&hh91+@tEh&DWi_Q zmgf6N`rjaZCucKan9t6)u!8Te3JVSiDK(Cd_Ute(GtVa4f#B<07`2mtWeg}O=$a%+ z@(T$yNFQ?mScnwRYwrSEQY~!qk@C)1e6brlIc1@M3y2F4sUSIkevl40K{-`pxQp;` zX-U^xTVUHpgC5e1v=JbvQS2b#$5cOnG%2TP$tx>|Qlc;;!xPI8J<#i8BPXL32=T*R z$i)xH%Lm^rhmO1Z`3;5l8T>pvemOZODCGZyYhhr6KbpHV5IGF15I77`>6Aa+4+qf4 zrm4A}#C#4vKRPS{DK3R5?}p*zg@uFo(CgZmzL4yXZYz6IQzcY1Nmn+E>1DQti zjq3`Bu?5&0N}uf~6aYw|%qDDATQiMT0>eT>k3*30=g%L&Iz~`7fmW}a`@J?=flR0}DU}2; z4j+}02ODWGDk>T^CR`&AI!m$xtq7>&3GDt*hL(_bznB(h@SLZ6~>K2+0C=&qy(?5!@Dt!OP$I= zAg%ebsw&IBF;CL}gLwipjs7(8pz@tWR8>{U)`Y7x_CEm2%lToN#G;TQ2Hv1)D}W+d z?c*J^H`k%F-UmI)Aes(b|HkzA-w7QFtWvmD@nNjEa70Uj(hOJY%P;~1woH8R02&K4 z-T%)%zDuH!gfF!q&I865} z{Qf`F@7DdlO#DM2cYz<6IMNchf$tL(47$vh`v~hrSv($s9h}=cn3!at<^ds!OGqfQ zQk-ai14o7~84hpd(e|Bkj*gD51@LUg+HXEc)s0XQ4g++8!ALktjx`!4xec4`CrrbT|Y5rxB&({~A%IDr;-GaE%*j88P?B2u)wvvuD>6&=1f( z(%qI1_Yv?i(PRSes0=h87Qx#ahKGm2rCm4q+ceD*=yh;(wEWepKNz&dKs!WJ9qlO4 zLXsO6jvVk;&&}SORQjaJYOydW-;)Vf$XK<%4CyG?I2&54-Q8iP_b+yRK#hrz1@8dw zY53+K`zIyWY1KvXT0>R7^DaGC2~p;j=s6%cZzyzh|6P_vqoX;0vhx<18cr2Ys(g)i zc6ffF?(8oNEw51M>LMaQ)FwPeQpxx4>py@$)ov~Z(#U*l!}}YDu?>6ZJwPmYg?16) zln3D%*OlpGC+{;8^( z3mxg`#pXW;*`<$>7A?yHp`CkpbP%qzM3u|S-%qJsl!ilB$=B}8t+7+x3-s5OwLD=3 zGER5+CyU%ip%>-d7YQO}>SoO;X7{%Mb+f8cQZ@9?grF& z7N6XTLDfEY$zcmO12=k5!J5x&0`k~k$~#FOS`bg_S7l~)$sN9I9%ZZNKe5)-lV+v6 zLTl;VUfm`d*f!Xy)teg_Gjl}mv)?yU2h|+w{ro(xuPUbqTh_y2?q{KYl3f$p9`r80 z0+F-1$}GF%JGd0${m*ZZkna6w_BY6N=nxLe9_e_i#ThnaUkZqi1_lQISi&9tYv$c3 z5mxrN>GoVRS5ryv9O2jiTL=`Igpqa*d+%!5L^R-Md%lt}TNJDDL?2<~n|W67uFw*% zFt>}3gw}fuhDw$ZO(po3eHt`Rn?4CYIJd%ndlHJW@?%w;f;{!wZw97w7F~J=^D_Uk zk!|Y>L6g1)GY2nI>AtDQfz7wb3RBUbv@?5t6H_nj={MkSb|Aom)z~tigUK~o>bgIfhYGoS{&yHH^nDS`G#_6)+{0R)(&r-)mt*|H;rIrY5_sV2&fuN`~Ps{dbe} zKOe+#R~)pA^Gst#qlfjlXP#SH$40hBWCz4*T8FzPTK@3$#{2O|ozh&gPLqz5&!R}w=~{Pxlz^EB(JRgoLI|u}GOLTXyS(~a)0U3utsnpLeIK*ji6Rx68TelG zemI$vTUSFg?(O==ZmW>_01SF>^?7S+V+yM0E7kKtQFez>&uz10Bm5+oJ$oq6vaT`^ zoL*7it*H4I`o{hKUazlfU6`4QR>?K~tbSe0)0TO_-KE*%3-esh5y;Jpo;%(kY)(r& zzu#t-Nh$W{_g*YA>ff%0J*s4L3_#Dia-M2^gkJZAIp&z7gR!lDuBerLq}G`s*SLI| z5`yZ@JZc0y6DxDkLS(KT!zO5hm{ugbwgw{oa_W5jYqBrZ}Wg&`8JTMRWLZfF>NoD z78hp;tGZxrZXTlcwYvHW0sjvYY!{`}!99mYB?fhFyt~pf-*)W9En-3lhPz#}kbRK= zLny?`aFLU_hA9eg`7WzJDac7(2+ z#Wi2mp!C%P5LF?88P_Fs*L5L+4W05<=fY<0(8nosfNy-^XF=h z-P_$gokIu{C{=DF_ftlzyN0F904Fo;kR_Usx>F8x^iZDg+{*bhnB_Mryd%EDnEEPK zRjEuwydPSl57@prY~}BdvEuvdzyO2QA7B;}a0$#8w?$IXGP;+~v1)~mseVTcMWZFx zwl;-qb?_0_zgqrdOOShAfDVLjvnH{2Wk;Q92EuClJNTskIFjHZxAz9jMlgoq$Eo+u z(Hd=KOxsL3#ScVqP-Zz7p!nB%pI?5Y@?}n5I3<Nrh3ig*&1#!S+S?A8i0WIAXbHL|A^Mff{-HD^T>!2;++UKX z+Ob?)^W257CH)@wu@-ZLQ!K`L+i6d`sTM3z$|+>+DYF7;I^J7Ee0#7lyICH{j^Sk4 z7RC>^=P3JsaJ}2w-}!`v9}(fnMqf&xY?mV=&&NPh#oX+6j_3Ta_cB+!5V7VSev2pW z!aF7L1!z#q5HbF2+7CDYLIMa#pJM1570s zLTI&nl0%LDan^90T%lPjL&ygzjy^L&m{+Zv_ZeQAb(6&b91eCBnY%@PQIdSNW^9B| z{5C9v00eRf&?M)1K}oc~Z$+g4 zl)h6&k*%i`DIu6t^cWs`*gSIR%ZWBh0h_4o1;>k_i@%QeP&j z0bv33O!r}+;(s*4Qga7bQwzyX?9QX<=d?evE^jn(!K4Dr0ulDTJJ2OIoBxWZGb{Y8 zO3(g5SsK}y23zT+b3bikwab2ZB0Kjf%|fq7L8wtYc^e2c)d6cg z-0*|7yxgU}TDJy&qYNP5j&B_e7kR4QKy?W15bRRQ;l1`a=f?^6^2GKi_1ucOvIP~V zeUQKdZX*Y!UzbK-7;A*U9N?WEr1C=cDR22+gV9Y~06SotieL%~QDH=r*p^l%hodw* zyPs~i&bi8YT?PH(^He(Wl&g7|8RW+y%`R~GK>^smnh*w2Y;>@7kDW0$bRnDiwF#`qT?#QQ+IDL20GeczX{F5*6L@xVpT zZ;?o6%0SDaHx%Jl{xWbFk`j$MUIb(K10hf*t@!Cj{b-8iY+XaonLM zEsE|TDV-Ejhq6vfAnVd$Q@dgQcD&@RpFl)qeCgIfLEF-NOxV(VFsdrDm8;;TfwU zdIR4t!Di`X;n)&!0_B;_uo{qffFZ)1fG{?>#Bye$u@e!l=`Z>n!kGK!-$+a|F-gyW9UmP0F~O-f zDAs2ESan+kl;QnJHQMPqW$Vdy^IbWAo*%=hbbUai`P@9Ob`z%8)S6lI8O22t80vOs z@AViEi^T`mj?zaZ_tYwli96FaCueA_f2qq%goZ&krvODU7c~Q0-=($zYaH_sZQDE< zDXEN9CM=$?`VQ@O7!rUg2wK4q&}UH4jKajYrrjmzeXl zoJ#HxNS$yzMWs%6kmtyi%lGg+qVx&RQ-m0xuiREl3}(Jk<0C1x8a15Kl0{IMWAF83 z9+TpPB{GVHQ%3FQl7^H&`WV0YaTr@-2WIK?5m6sn0K)&seSB?Dub>uexprxao8hV` z6_xe%eu%vQ8V@z+alisA%5Ko-=qI!;g>U0cw4;UM;MiJ)nIl8t>vb>?ir$T~FKum_ z6@{tCH#2JMK@SO*Mysc1i3d&k$*Shxj!K258!67}PF@Zo`c!m1EF0MmaGoHssLpLe zWvj)VzgYK{qWdc(lliBeH!;TdqQ~{EI-D?Up+WAo_sFTQff8=|w^nqUVpPU?2eY)b zdSTNAr)%BXCTol$c~hcURMNTA7zlKgLatwUH?#jAG`u$7gB?L1!1uvVQcND$E-KEo z^b&3_2S-ljI?mT163Rm|jZK=aJ{EUAPT>8-!PHY@Y6vB}$#_-gF>>V_3|ST(*2;K( zXKhOB!6YsiO14>NTi4||FM?7@LSA_9Mp|S}Vw)1q7#WAFIm-QTaSA#I8>@BT<4|`u z=ND#hS#RARupLKHKDm`JPv*JB+-iJqA=;J$`qGu=QKC8bo|t_@a3p+aee_zlRw1!C z_3GFoytRKuU-=A0{0xS%{RdSufX(>lR?UO>KI7LIwDL6kX}BjJrU7|JZ4ll{3`V`^ z@&9L2*7+RMOKu@LDi5^wsrj&?y&FR(oZA*ov3rBybPnBY5>zZ(H3*zSTn#iRh}%SL z1X&-IZt7cfj>^;GN4pSj2EGy|b5UTX{rvf}1-c(}k8CxH-pR$*2Mr6IlysGneOEU$ zIlHu1^#<7w{kE4cJuv1u`PbLct?{g1dv&tZjKPN!JS7H7Tg4jvjjmZ1wg{;=#SMej z`pbUX6l3dxM4IZ3Ts0-TtQVRmyE`v%+)!HkzHZgE$BKXZ)VWQm2}iijtlM~YyUDzl zeNZ}&sj44ck`gOlf@fcKi^&!>)60gldY3zn%Za`{{*&RQ=ebSmH|&o)bDitMS+^71 zZta6Bvf8y_=Pr(n^lSCxY43@Qsmm;$akN;N94!|o?%tT0<}?8i`uC9T=*hfc0KOo= z>OXJZ|GCtU%p&w+@63`>^&P9~!C1jJ!~XR5vFI3#=_W}3{4Cvn|JjRpSaE`TNyMWT z_N030Kh~MQ2aQvY%uFH7TEC{MYCI8|%y;YZZ=j|w!UuzzF4XBVBi}?ZOU!anh>`TcyloPhO#U%!bL7a8t0`^A1F?D_f&ALq z%7V){!o%}%*^R;xY#=Nw{0N{bhJ*HE1c66kp)?`US%nxP(YkupPxxH9A$rm!Is)aG zMag4S7ZU>Jr?TX!Q*Sdf8#+@|m0Vo%(At(|Wo3=~gaHDD6t~TrHa)Eh<3A<>`B)g_ zL~@pv={J>>Dlq*U>`4)O3@sW!}PY-}XF+!hxX3Dr-?i(kK#Ep2T>05z$y z?%9Lkld^l+*!ltKigrw7B_=07N2|RYqa69bAg;7bF>37S;GG$)3j>@bcj3b0kDoqO zLhav&OTB3VK}2bB@wqKqw#22TDnKcE=>Glt#{~plHnu}VWL3syUq0Lr-w(od2<&d; zVECEQ+17RpivMTNpC8=1b*okP*L9ei8U%6c*LN#x+2FHsb#``I^_4Rio0$+-B%0>1nYSebO(pkTMj0CH3{!?8e)<{r&x?(e(ET4i0W? zZdP=prs!w*IXO9%+!d|DBjp0={o(Vlu*+Aj_#q0suN7<%`nhGBhv=@IJ0Yv&uI!SP zktylw(ni%d+S1fG^7ro!lGUG*%?wK;2YUPZ4uUywN&d!-VA4|vF^T`!-`%~Bjg9S+ zyg9UvU%pg zRFs!Lh3HMww&QlXcZL2lkZCT9|7vL9lzDRv5;;(paYO4*Lpd$+b^wqWW3<9yCO(br z3_(zJDCXtmJ+GE2w1-wTD_dV_^XARdvki(#0jJR1A)fAmYNOSAdR3BW_i*BWCc0sB z_5*Lr{>z@$bpG75Lr6%-`qQQBwRHCT)pk#x0j7@5qOiE%K}dJi@#>%E)1xB@aNC% zC<*&*q^l|_UKtt3lQnX8kY-rwLLILR)^#}K=jUUGPR`D5`08i41220Tt5H{9|NLAr zD+y=DkNSGu_|$hXrMJ(hsj*^=%99Tt1W2c4WohWBA6lJZ5fSwb2ng7m$*LKd{4Onx zo{EaLC%+1S%kyFrY&2FusJ^H7E=>)(iYINJt$+A8Fe@D zc`mN5N+VAB>=0rvtB7j_Y5~_Ld?PSv>wa+XPN1@oqj?eocB_pf)dwuIUJO5Hnrxof zZ=|men2uq5e4G?sf8}+yJ(Y0g+qk%wuU@SKq(KDmX^1*FMMQREb=|YG`(!WCe8{)- z!O+m1yIlorB+%J?JUyxNDCCuk3JRaB?dR<$yU&2{$pQ60H)N&P)YW}4m}+rlMTq0G z;kk3?2uH5-8*oGO=3ehe6QtkXfr0c06O{Q~Mn*=5uW$uNe}18cc{C+KoU&Kd)Sf^T zezZ)UYbP}gO?^Ydn?#Pt#})c71d{5rDooltI(qPq#>Q?bVex$a{FxBR4b3^>@2C@& z>p_Qkpq1to8yh(* z-u)QY(jSi3ZD}b8^2BIM#GKD2XeGT7P~ODFZ9oJ|oC8dFLR|cP#vOBW8E5A&&n{q2 z+TW28C8ihkwDm(*;gK1Cvg}TcO}TaHlidkvX|iT!Dbu^z*ofn$zfP_04ghv{XIIQn z9wdlwq|-V&`|#9E++AH=iS=yI*wFCs?_ZO*@9>S_P^G7*U#h7HJ}f9K9M=e|$^9oz zFoU;o<5QujZGYwN6DJb*d$0_FN|M6s96nX+opc|U@hS`rWhBfbCg z!-k8H)Z+w^)6j^5)hGAJo3sUJtvHH5I+j+P z|1PzWr^xTZ;+^>JUctza|ui;#w=JtMkmY zERUQ|IVF@ zN;lNhjv{-)g46FQdYm{R*x|=PiU=ylq06nSt9x6R_0YkC=cS;*YWiGyI|#ysC%AjO zHP!UnkA=m=l1$tvYxZ(iuIv&M6SK6p4?{cZ((=lRl8CLXZ3ZTU3$pqjH>%xRQCk}` zoex`?0x3Cp`4HTIrJY?UTwW`og1af5kQJ(EY&`s^Ii{~qpCR3hora$Mxw?7o1%x)B z`IS&qi5RSq#ki^xQc}henMjt&bh S7H=ToFS!c}=Tpz>Jos-j$(j8C diff --git a/master/_images/sphx_glr_02-fused-softmax_thumb.png b/master/_images/sphx_glr_02-fused-softmax_thumb.png index 0b7b8a0b63570c0ebd6c238553b98cc9ff0503a7..ee441b8440f802b31290ef4039d59ae76ed82b20 100644 GIT binary patch literal 23750 zcmdRW^;eW#*e;=fv~P~+BSAv}KXEn4^+7-| zh*Ol2)b!3gTK4kRv{>jrJ-$dYpY&5uKx0cn_z`-+@L#dc`}ZHlWvj|cS(@x534(hg zu!PIdqjfq$&`7@iCo615o@>Q$=@p{L#B6V;i&5vRIVN7GpO*1-g z?RjN3eHd<@k-E=0y@$sK+A!RWeHz67!f?A-@MxsaXj}gK|M{DRCiYxD3roxDAXp%Q zY{`Lo814t!WF^^y+42`ySmg)mzk0O@X;uU8*%s@a7@3$}M0TsqZK2Ut{3n$4+8 zZ8MIa%XYfBiM>eAKnpQXyR`A3qIq|&(%3NNzpw^$Sy|b2*T(&(SX;N5xL}>~*(P>L zG?(P+d3z5-sk)|pBpEbXnai&TFQw4d318rX)ip}^zrShxRd|X{%O0e)gUB+p$6rn~ zP3)~>UmvRa!Og=6i(Vq^CT8UA@A-}`*W;v2)$0!_2h)p#*N>MwTB|t^GkYTEqgz6k z2gb*4jUBe(XRg<(kiD>7>)mn0bpFUs2wuxpzN6eTo6ZeRR;A|#u%JSHUDAhB)H1#2 z{a>;gzq_^eHSQNL%nrhWDk^Px>FFieqLTWtqH@$lx2VWh(gDc+9~b@mI%s z4*Nek2+Sw*p>^toujo=x`~78wHXhAJv_@Ux`A1;5s zHl${)4erF1Xfn3_nz3rndT@*D3(zQCmj5e6`ER?)4jaP_HA*kwZmf1+G^Yi*!ncwU zbs)`icBcvUZ|*&TSHta{)WPg{!RO|y#DmJar+@d5OIT3A*nC^1tqr)78T3e;Zm0G} zO)@uiT2 zlCtvcere^v;NTCZ)i(E|1;S6q?XYaaW=~G{-S-Q1cBmbbKb7YjT<8MsuYStMQ+epr zH4r2xe@#IpB!uc)Y<;d|TxDin62>Tymo?+PR*F0{i+y(Nrt4i@*}hxDL5o zXu(ThX|ZO0Nxp(kt|8v2)N@7es6_bm*S+R1d_x9C@$G**nG^_Gs~?uV3bPIdh5Oo9 zDknb8V?I4W_4pmbR)f5#6+g_ZJ2!}c=S9x3+taX_l zgjJt-tWmPGXg593DlOW0mDrwr1bf$3DWny?Y}{N!ur*TYb9UxUte)7t{*=K*!d^Z$ zY}ktZwSL7HBV|~&(x}z@a^{22`6&N<)koAABDRgDgNl!5{{~y`q0JN`-d_dXw%?fb zpsn~GupuEM+blPE7^Vct*61x85^rrWwmn^H>!H7T1=Tm8z@)~Olw|y)Hp7by&04!& z?T#h=n&`GoclJxnF$;P@S*LyQ)NlXh)5PwIFFP(%FID`iSWg*<9AQK)#(d@A|}XO7QLf>y4l2;Ez|983%Dl{^B3S>az@_U+bh$l z+K5HWOJ2Q^6>cmwd-V0*B2;)M{utG^UpnluL7m^ZCWdr%89uG)eQVKhZKUwl{aTt@ zbRYZ6r25|$((0P^Ka08Y@fz`KrC%x@AD07WpPm>)WQyEi?M6ZCp+z4;O9e$_j!NeI zrY%R)PupRS@gMuY{FtyF-*Zp;{v8hw4@u(vdt6XNl9H2Op1|ln)6&v{r5>+|3kgA5 z3Ai?7CBn$ybJ%Fy$u3R2c5SR$q@~-G@tXKx+!;wN<;rz&bb$SwItQP>ZecljqAac1 zsgYUWm*@W8-pO9k$%MQ~RpzeI>9v2Ze{ODJf%r8cLDJj1!HWFp z=_!^kEYd2Ns z*y*VYj;bw>)k>f}>)TWW*j-BVPuD_DB-);>pGK$(V8^BM+7XrO)&0lF7#SA!ECQ3X z>;AYMk}c{tFffq&q0*?Qx0lmnU-Rtze7@EOf2vUB++MnL29KN^L&DqpMk|1msc4E4 zvp>GOGt_zQlV9IZ0v*(mUVzitmP^w4x1aB3N3e4@7Ig26)+R0^YR4dQ`_ATp{zs>G zXlldz9-m^V#j}%HKB(*H3?wmWM8(9=v9n|6PYeVjqml@^(t}S;|LWE0VGZQ0pE~Fb zxDhg5Tlc;rL+HVYa2BH_V{&pMYC-83qQIP+0lSy-#=OMNAC0)qnIXv^|Z}2M7}fmzZQcyS4Yi?z<9^*p#Y`l^zGP9}Y)Kmkh3_HA`n& z&nwfV^wid~McoUbIg{$wxwUx>MSt2(Li`qXYHgq;zZeqz`~m}^jrUS$E>+-jpk4p% zsrm@zM5&nbc?s~f8@2FN17^RuTU3{$DH*Y=1r^N8;+YN zr1)w2$E3RVnd0@xuQcxE&?Ofa;(DyCvDQCHnKiUw#SVBh9ujIxQ*Nb&bAeZ+wf1{d z%_k8?#;unxXnVrHB9vHw=CJq2!s29*al9zrFOyC{r-F?ptf6JVAWJVP=Q!K;z`d)& z5DII*-Nqk|L<8GjMvtZrw0L8BCc5qbzQ)cqDpseNAyE@5e7ZR&Tq%RVg6Ha?%*-Yi z)+BE_M2DGKM?{S{?TE_swx}fDDSZ7o5{{d~XcIh*TT0j$=f)w9M+I&B-lxpbdA0?u z88!|ijleEHU=GLa^24Ly?XV0DdO!}md$A4iGM3+*kY9&3(+Vw!-rN5D-Bh8DM#~=e zOaTj2!fPRIx1A;{UBrjupf}#X{g(0_7KPZ}q0#;df2P2ztQcIPu^z|2GE&r}-hsc(v(H1Q+5MaN9}no$QVER%6Jlo$KdkpI)eEIXf6Ov zHOkD-pWGcd-ye;)_!xem3&X7|GKvp|H>$&>M*NiF@Ln_1yNf;hzrTaSF^EBd7`{2( z!hc!tTjM)eYXv83Ilm2E?m zUQ37)rlz!R+av3HMLBXsQ=E3Qtgdcuw`-v|B;tW0oSd93m$Uj-%h?s_l}+aL&6VB){ix#N;@Xu)qvJoM=j)xQ9TxxmR7_;Rq!dbeyuYq-SmXnR zL0-y-j__sagvuU;_HK%?D{@uj9=Vq&7Fr^h8DQ<9QG zy1zc|-*T<8f>4Eogjmm(k(QK{2vA^q9{!aC{i`q$g)UZ(4gi9DfRbwM=kZd8wH)e> zmR=wtt{vluiCG1{^|ayZSNfv0XopTK6QEX!Izfqz3f^MLXD17x)@e06DhdtS4hv*v zX8xaUw9+D|sHm8IPZe;XrfHR?eBdnbtFBEP7WNg_D=L#oq70kGrq||%{Gs&H11yAC z@f>2_gmo&H1v==UpPG3&Z6@izP>CuzJOAE!3WD9QQV6;}tC@c*!Jc5G`UwO&kkT)o2a91|@U7C^d%tF5 z&l&De!N#*M6sed+dj4r83R((A7?tnz^^n`(Efr`V;7diNYajPZ?3achDJX|BsHh&d zrPsRRDdVudnr2KgoNvA{UB!9*+C!rlS85vf1uh4r*deqpIv!QL9sk-1vM|>5h~d*T zH`O9^qIE}q@uNpOWJ)WbrX8>}v9AcHlV2#IiKx<2s-m#XaxABbH@URP_$cc3Yz$re zA?o@zbz@I>Qc-sjNIlAne-k$$z-wAJ{WNUZUiFDbyw7>hs*Ry4+w>bSC?asv zpx0ZOzIv6F8sO1z@@5r!`<-*};~Q(tRCk8ALikT|K|@DdntxgL|5$^fX^BT;G%(;? z8Je8rzR||v6`&Z!6qb$Ur*6yfs%tJlEV^=x_|wMFM$>C8aOB^%is2Nr3Ay&PhWW)1 zL64Oke)`v63!~6uc9ijd^jdiF1_i-nnry*dcz8Rhqz)l8fAf+zh*FVXVblg<6md*dDgyUE=C zF=|6JiTTMyhB6NVRGV`>AM{kFBZy*`G%LQOGo`@1{w8&$Q}N9h20i48ZjPoku}_9})@ zDvFFgbeGs>k?-U(T<#PB9pj2MS0hwaCT-b@fUGt`gX)+RIf0#(wuewokA}E&%N122 zkpY(s>3Q;PnTq~!ok~UTcJ0eU{McxXN?EgMGEQr(nU(M@cR`nie}|s5GRp}Fjc67Y zPz0M*s`uUL({ebp|~u2;_#hD$6BKBT#&lr3|u z!@*PF?S%1XtSGQq38=Ghd`I^_B&+}ED&|$UFK@$t5yKqQa2@HV>*H=w=KzWY`}b!9 zvVR+1hJ?^m&}s?{&!<);V5?DrH+e>e47n2#Z#AyVR!B8YfK+4}nt!*{UgWb=*K;9j zuJ)SoAeD-;Wk7U&Ia?8)N)m+@`SClC=MJ<`-=1HSc}B3(kIDoycUoJ|VeVO#4jX|s zfx0D2>Gz|VTE$X^)7@|KRn3PUhS9irWQv~*Xfm*#9?oH?#kqbzI8&Emj5MfPkRW08=*&Z4d&urj(N>c zhtf(FDAthr=cU8x%>9PdiSUkFDN;d`rHa;36j*>?7Jj@X)7na&x_tAm=FN4u_M0eZ zWq7|KG)nmRKo4^36~f9U{XH#?^V~wmNO({n(al!)CTO``Mrsa--%JM)2njTartg)v zzRwQ{XuDz({QcIr6_UNF{%=1{$^d&m;1ejW)z#InnVF^32oOL~1SIv;AIGF-eqd~@ zZ@oCpjSd}SnfP1um$26Gpl`<6?-mFCSo1D$kF^Que&YOuE`Rxapz7O41OhFBnR}P; zhiHFRK8z!?g(^OWBVFnpXF&xP)sO2d;fF&Bh+eepsF!zdFETSJ3g6|Z`uGT*o}NBz zQp0G3g)@ka{S$_Ul+t-@y24)Izh-4M2mgn&6(XX(p3nHF=fYm~lf6S@DB|2VHy!oz zDY*Oia{dw`a^)|Rl|06Fw4X;U>xv5Bzg1?i?lh}0@tWr}6M-e}4c{ zr@kT0nDW$Ht9WM&QD!kVbDOn1WA#~@xWeAX%n6k%FUkKEj!T>e+VazNJ8XS(v-@Pd zo0Qj<090te){?L(g-%ZUsT0%Fhx+2kZ`UKKqvGN$wnx$gvQ)pb>3jAamCUTPFCW@p z6Rb$d(;6Q=g=FYs$`?(n7l{YGe@=!};;w1tHs2EXnD~>p2%nrnzkHLKcT1uZ@xRdo z_qaW!s=8F<=cuZ;w-b5!v68Z0L{cC=fljOPym|Ke6trvBo1|<*YV1(yO5CQ;Q$~va6*azDAwB? zu`JN^|2Qo6VQ{ppX|d_*;*z4o#0SPuvLKUT$*2+dUxLA-umn+G?0u7a7K)fS+Nwk2th`VA+KrgJWIHsPVN2}5ZHA?B{ z2DJIu@?@=3;?$;Wf@!3uO=#u7n;V5NbLh(cFhyCzEUwOIX^R=xyjvDp=%9@DLJQW%85npZu z*x}tfD*ZDO*w{V)sC0%~!`d6}`cd=Es<^|!MQK%C?1^n_^kIw=XU&rdEb5speS(c& zT9wVeg}k66PmlM55C|g&M|^SdYdm~>-D>j}y1Kgd^VQ*=M++0x7Rui_j8z>S*-JlE zG6)LJ*I>oTNdwpu92|Uedz-~|63FRVL%Vn)EYDK!VmG|_yZJB`Ya7GYaVEOuIpK4o z)~i9+p(PFPjA#5mmW)(?=AV75*VSOoO8%F;^OBkbMt<*T4{$HIO?<1V#{fG0HsVq)A zd$SdvOGPbcRU-cbCt!PbB46ZkTI1qyJ`tP&SD=HKRq4PH>*L)e9RPyljtz*$#>P*V zl|c!qsR}t_0b>oKPTk14xgEW#bExjI4)UeHXLTrNG00#D<0T%TqN1~)w+22kYa!wh zlSGnv)P08a{gaiK&_d!iL&5KK;;!O{mwdd9$v63Rwr?e{u z*9<}WC;YxVhn?@do_bR1{Rg>4bJh!cGIpnP@i&FObe9O|HUya(wusVJ_+B<)u>AL5 z$lg>@{_AL~LJbKC1i<)(x5TKasTou=y@vv32KBIi7Sai9q;T^*iIddH0aPd^l!M{h zrd{4!#;u{FD+(0blFx7C*YdAVpD6_->1Qi9wq}yRND#moC@ijynpln7j_4szT?k^9 zEX?H=yB_27s^)WGqs$X>mY<~L!L;^X_-OX zz<$xT|6T{-=l0PvIsHAnQFf-=7nn51o(OUC5-nDcV|+%0p%HdMqkW=w%4z9BUm72vsl$-$O6?NJ;;(7Di&z`s2%n&_kG%7YR5=#)0ZtR$!2Fw+4!%NHRko|>ubC-Uzl%e?nY-< zXwUP^_Ma{#Q0o9x>2yrfo0jzlr$w0U!(|w*BOVQLZci;n-Jm40hK7B`P!0A&b{smP zW!CLCZ`~1rIj2#Gcrj3M3jz*u9EFvl~uD?+dm`csJQImLmA1bWOL|L+HJQ8o$HcVi3+ZL) zt4_wkm&P|xo===69n<^^6&PxIAXc@d@P;I zIgU>xSx95AN=|rHQ!jDIF3b{NQJ~?@h!huWG!w|j-W#sx;Y;VaHIeLJb&g?az@NWh zd~UYOBec@`WT;g3YN>HeRXbi+Me4m&){I*tAlAH|rhiI5>y`Iei@+{J*sZ`luBjW? z3q1*&^V7YiMKI34-f;o!)P-3Uu%;Mn)-JVm6T8`2Hfxj9W-G>|}5I z-QH|*hSiH(a8^Bw9y2kRD+H=TGTK@`%X+cpIr$q`9>7WgdeV<~vUtBKSrldqD%gv5 z)wT49Ie3Yhx$<2(o47q$|BYjFFR8x`%^Y@X%@*F-#37{E*es{!ZoBuE3XrlZ8M@2= z{rf8b7#F^egsq#USlE%sb$Tl1=Ko$9#uSSsA_zt*Sv}v{VjehDcGh{-hLSk9_)E{* zC8#q{yQsWxZZ5@R?|@|4@j^F;+ppigiEmfwxM8J*?}YabRw*7FfzS3;;^Ug2K23Dq z$j`?qO;YrQvs=B82?BRD| zTusZ?+ehjB8gn8ZW7_6J>jXwmmljRE?wf#F+f@xU?YIk7>9ESk%Kn)1o0}wJd>t)i zY00p)wUs)0xw$Ik(aiO+D*eVfz`JaIad*mz_H`Zs_0cT{l?R^|%NV=h?`J8)y_cWo zYPN2OGTDoEINK@i!Y@e=5aCEzYoFQCDL@!uj;AHU%gH}QST9T97Y-N7y0hTxnv|?l zUVbab?fU7}H@B$*n%)Bk3$XpZW?){{!EER2S?X21Nl$y+hzO7V6 zQ$A0q#)SpXT~(PiE!0SA$sQg%bI+a@HlI*}z&Xn~x``D#4IugJO+)^{>7VnuX?g_D zPteHZ0|Ud#zOk;5oe{~-{zpLIXdk%o`ljvQz3RMWE+=l}uw-NFLu}>k>1@0rno`H= z8YK7u*~)*!nCW$~fZts2269Z=-J+(^{yiSEW=qSJMV|+S{Q3B{Nb7?Q;Pa3R|LqW? zQog!4Yvq`6BLCKVJ3z+;Ha~*xZ8teP&RxaG6sa-5KFZKVp*Easbc;Z|sgk@ZCz=zGqqZe$OIBXMCx*v;YdDbmSq&L|w*j9UZJ#x~>k=KVy9J>$2F* zQ3DVgrwhiShYP!qktHsCfEK0Gv1tXF)5@yL+$vBE_KN@IC_fFN+KHP0fL!!wphl2= ze<^rjE2?p)(pkojZ;koyv*Wvy?FfD!=ZVmzMW|5(FS%zz&fBBLw!uq;hgw(>_mjxh zdvvS^@^SGW;zx9g=iP18&P){xtf#-$HaDdKQnQ&Xc#)8hz+*ER#?k)p?YQm!OKK`f z;O!Q%y1IH)R1}SfNG5Q_)O2+Rr{0OjDg879$h75p#SgH{(|?KYz9l4dCeX=y14HuQ zuH4Y00OLRe{hXIX#j^{k^|%e`Waf55-N4;(JdL4K<^2yh)qco66;A%5LLm>*gl*X3in^w;e9M6c%TXzL77Jj55voOWe0<;K;>af2 zgMxsI89Hyj{d9lK2VgKp=TQy*aMI))ds*i5?3MGI7YLu|&&U3G31Tce#$ldlRf z5auoB566~AQ$0T-?2@k%XUX+{3sokWb1^XdZpfIIPs_A7`R64r0&x?^oHftQUAB;7 z@0P32m^|>#bjqQx0)~c%)kUTq)!{OB%^u(EQ(2P%$O>#2tS zMN!V_is+wv**U`xO?~bbgNDi^uwm~z$Q~pt8{hjZopC;^IfKhDZ6{CDw9V9D_0ZSI z@SOQ5e_^Uoa!075x;7Yna+_+SO}@O|M@cI>PvI-T)atFMs(%1>9p%BM1jB0mHlOk%@fy)5}YX{pk|8!}IAA0#H(-W^64s zdOlm%>6v}}=<{^D^Yi}K_ran7Y;Bf*#LP0X#fYP?oFJ=f@1mG`&I3~4k;H|Pg_5E0 zQSHv8wKLXBWU@0J+xtg4axU+#oXC_)yny3ZpN z!ACv>M0&8VMeYx3c(83pkSVE8w%O+N<;oKnn?yVFgo&$8|H_HM9^LNxu0^-#yCV>> zZXKt+VjcO@QG)`%T74G{UAC$0{#D6}h=|DJut4ysr$;6hCa!}=NvRTw0)>umk7l?X z)y6erZKfEiYib0&PiR2E zU<*_Qk)6#f)uJLFjA=dbqGs7LT>Sh9w@h*uCg1+cLaY4jT6Ez6`wgjQ86l!m-a&#F z80}UMW1h$#WX)9;7wVm8j5C#VB7;#>!FD*V93CVfUkIXf@ zF@~sg0_96L@lOQfcQHwTTQD8DZfg5`QF}E^D`}>_DNd~w+K(-bFfNL%w?D#^H`n@# zME)p;vI7{IdT~GxJ#yy=&B$(RWl;nQl#}80tRVHd^G;-yP`OC!q0NX8H*EikLvVrc zL#vQYFgS()Uc*5to%|P>{0VQADb?@U*{ZZv|_Law?fq{rTeQRAAk!WcTL3iI7a0lb43^&%v+z2_U73*b4&7E=>rOB=m6{B zzwecfo$rqOlb$rjNaRitPX!FHAxWz*SQy6n@{UO7HqftLz%}%ZkWKHrMSKz-UgF%8 z#2}A*;&<1+={w)W`-km}`}Tj&dMHXwm*_cx+?qDD_1egCEOU_3t6|P#|8EstU|?X8 zC?6+h0!SmAKAc0QNe*m({yk0r>3^H z@0~`LD&wnHuK=lJB~oq`w$&`1PMH?ftTXV1G-N;242#iPAdNy?K{R4t=X*r=lYpY+5 zI&e_g{zb3ca;+n{)?twds9AFHQ~`bcUnm5>2_Ls4ZfuxQ`JYJY)mpE=KmnjL?=_Is zdC0C2>gDn!)si&&6ry8d(!>IUz`X)NGfp*2Xy(SROa-*-vptm@JaSy+#5IO&x3^Es z<0J~j?_QTqY1eEFpgTJFusq`5<#;r^1iSP+@0-z_PhqQ58pQ}Oq8VX~4dQs@x47a0 zJQ6wXZjwBiKG36FkR*Bi!P}1MxIUw-^d}W9( zB)NF@e1uz=Uc-@o6y8$fu5ipuSCW{$ApcihV2SkVALuPT;MW2KHY zw)oD+#ID2}>nZsg68}`c;U(WWvgS;YrCU?~3o((KsZfIqXEy%2hLQ^9CVL72=TAVB z(=akpb#dWTQ&V%_pZ*N4c^y(;Wk1gaTnq2*G;WS1pML`{#cu!MgN^Omx%gI5@kecK z(t3Af{?y)^H1>xxEY+gK`qjV;CXGT|5)$uDNb}N+@26+ao{hKqc{O=?z2ja6V!7RH z+4@dS(01EBRM=ui+->_UHkF71Sj+ARtj)pE*d<5Cdp5opjr6IAf`7ZLTl`WK8! z1=pTI2g&y6_da`D!J=3oh?hU+J*MT3m=0vvf`Txs2vO;pua-OhWdiM-M}5DoVgE5a z@_i0`@u;dxCYxypT<^-ZJ7&AN3Jd5`W6RUsf&EfL0z4umBO~($Kz;;ENH*9~fB;N3 zx>*6YK^izGLHCQRZ!$*B&CTKYASr2SQf|u;rs46Tf`ais4*LH7{yHt*oQ;i*z>f|i zV$*Y8bf`~APVNOZi=?C^BKTDK`t^<@*`gW1N_PcluA&(#1om^t@Ya94yvaYLBjM>J z9Px(^(d(t|CXWN1TI-kKA%HkmI(W{Y_32ibJ@1ahsVt5EGYb}!fPesAl={C=>Nb0_ z340!z0FFY>z>v)+>b2D1qQgoQE0@nW1K5WR*nOwx=jRl(B4-11OM&-Csc#EeuDaNE z)IGwx&i9C>;tm!KAdi&L%Jt|9D#&$Uw%wB#R*l!lcEVUZu+U~K=YLq(k1p*$@{m6t zLE-+m7%y8Scu8*%CkGH~9|VFE6cohF!ji`M5d}x|0vBxU%`C5#bpU07I=!+UPHdD5 zl9nQm7gLxN0$%}fGUFiwO~2Len#*#8WW{HPa$|Fol*jt(4)4|Be0O<$Q_Aw~QT?jI zyLUSi^3)a!wKlc3Gtpojd@uK9b#+OdT24_wo-7YsRYqRk4b;{e5Mh8*kZkXb7i|w` z%JAjov;W%xY#4a(0{q%?B$czws5Kqzac-9lnRH&eK9HH9m$03*t8A467d_vBFbWB! z7ZlKgtvw`99pDc9-Hy4r>)J~fK;qZei@avS!e`oF^&Dgb$DvNLv=K9uUw_ahD6++$ zh=9XJ7CYnh!fpPS__!K#uMD}8m3p@~Gj8|eD_d5j8)!x-`dSCC^Mr?)v7_^HC#(fP zQ^z9X$u({d1c8i`E({KE_^qc3u|RN>1<=XAN1h6m2@!dBx&$9&ShqTY zk&B)w`1myLAZV1%aQWXj3wi9z$dhJrJ*wmA2AEH0rVv!^6W9Qc_SGkgI;_1C;14L`fZR@$$us7ulbMv`a5*FKYpY zW=@U{e7rja7u85|h+%4^?a!7@oPc(`7}RQ9@HwdfIUgbV7q*H#Swx(1J)JtYPNM)0VqA;>r) z9iRhs8+t8=8&%4eYj3(XqG4fK{QYeza{Dh49yFvB_B44zB65!jY|@3NeB~5&`^D|H zSYZBTO28y8YgD@#L zFSuaQvi;8#8Q!K!C@G;M1c98lsP9E_GNhvIy-y=+)STVtw`pAAOG^d>vYjSxyaR9X z8CAt6v0^gH}kW zN!xN)w_F=Y7iieneUA0Oc8#952cQ72Xi8B{?PX_YXSUwt)KryTc~4J|_jliG@b#=? za5Ja3w-+2PkUra_&Ss%Vf6EXZ9sPzZjwDWQa&mGUFuR)@pdEyEn$U1_Cq_r3=jG>v zi)2^Lm6frA%_y>Lh8-C?J*^3r8ayuoA|fs?r~#GVVU-5Txtp6CV1wCOe4r4AYL{C4 z8%W@Nx;3J&3|z0Hq5Mp9#+g*g;+Jx>cPG#6t~$%4gEOwMG$Ost-;mRcI__Y4r?A? zkFJfa3T@O0Lw4fZ+gq?!ovT9mmmAPo59ezlL0--6=EM|UeycwAv)huFYL{;SX-oV70x(~W|Je%wI?4g(yHr9X|WOlJT0q>_Xr61rV=j`vtc*B>Wo>G~g z0WN_!J!L+{-MMYHkoy1;|F7YP<7BLwni@E!No0Iy*%S5B|FoC*0c7@oR^&5QQoPW( zc;pGWDIT@VFDt_YLN5@G{rK$*Zsu$ixZ1v)0Y#ccM+pAXQ* ze@#vfUv}&V^$ZAA)mLJlSQN4h-rE9Z{b6SBNeb8&H>+_lIzg^9MHa@>?rduBhT(2Z z2fmA6`qHIp`EqZwgp%XP`MLbA?BVPbu&Yv>D5Jpb_3>2Zb4M>1qMbwxIU{v!&fR%-`_sx zmf3z#L6C8f2ZdO-!I_pQW-B%&8P|%@>iC74GLJ1*yoX=xs~~+TsrN|ntiEB6HBG0z zV;s&66ds1zkxD=Fy3{0BA$Q*%0=WjM84@3ixSX7vjmsSF?)K>0?_t;NIU`>=B221u z2VM{6PW5LgJkg~6BONTDP!ilZ0F8!+3`_nC1?{U>;a)2~kr_^HX+W>TDV~qzh+ao zN|dXUJ{KPcik`8+Zf>cQbcY-AM=2j#A6G%1@?TjzM=@*1x;w5lrcC98@uZ!xqH-Fb zao`Rl<|+)+cx>?CI0#gBvCWUf;I??@45R@lN)LA4n_^>}kWDJ5DSO|h*sL692dgb3=(#e5vtxPqR?C3cKZv!lIOqnQO1`y^vUGC@p)2-9C_(Sa9Cn*#w8;puX#&UVT zQY621)#Qrz2*7kc?x-HF7Swc(LcT@SNo)F+GS~JtP)W=(l(c3g78uay9wvV!9Mx7s za^`VBlu)P++QNnplF7}74M|fFG}PW9To_Fvm-O= z21`ZofynLm8V%55&sffYdBa#K5}#R3;hB8YRSOB5aeP(8gZlhhkd~~@FVc3JWH}{j ztH;9Z5$lOwo?)t^Jy;l16Z#%}l}=Nz2=?LJ2TFuT1I-c~6JQp0ue%zjYnQ9%Z@}8K zFIsh-3T>P>YShFI4J zKyA^7F#fvwV<=;@uct`2gTD2;CV9Q+nr?(Yw(T^)r|jS(eFOv2n$-zipZIo59f1~6 zm3WYNBnD0*h)k+kB-~rF<$)72YDxzL9jRa&xg!p&g z?x18rU?w!B)5~T;M!rj;KDpIBHKCR0c%|J#-$&R+RyfI9_2P3nMH3`SCqj_sf6fEx z>h!YQ7@wK|M?&3uQg$w|uJ{_U+T%d`>Uj0t;vWYW0Sf=Sy`oqW&JdtHz)3g|uR6cI zQU>)9=VM>&dV)NaDRAxnXMo8;t4=!%msh%6{o^>vv2npK?5j>QxEB#tR%!9S& z)!crJz`aeHAO0=q0JOokWcYLZ%}*h-r+Akl5@%;;sp3Im@#0Sc9IY34p3PYR^#faV z!kUN2aVZr5&&0$;X)p{1;`z0X%jw_;en+VAHV9v?v7MZqZro>jr4J0)T zQ(Wi4cto}9meOpcas1St`PNW!wl0ZhvmXrv=w^UcTJwO7h)|||z+|@oY+Fz0k|L0B z0GPJsNnZ$}1JhK`f6XCs0j34-V!*Nn4F`_1;S-`kPyUWgdkmh(E2GjlqB4PjVll)V z3=9krU}*S!TH~G1pY`Ko$m8`Y&Zj~1v#@wvsVHTQ%DFCdG&C?;@fi$kOw~IX>(x7s z0uv_+jH`f>4;OJzu*jVIDZNbiGJN)arjQ7^zdl;16W+X{7Xdl_yXga>fkC)-0fDt& zOez;WjF@wsj&MV!Jr%*-YL(8h!AFcQQveQ;LaS8xghm^768-=18|#CnPi}%hSOKDz zZ2rV}vzL>Ul$1c=g8;}<76NGN4qYPs)YT;g@Rgj5%(GVC%U_!y?7Ol59%N}jbQa+I zgzW79k^ce21YutufZ)N-BW2b9gBjV~37q3m;D6o%`zw{-X+^ibNPF&}o+S)7CE0fw z31~PtfC3a07FGw`djjVa?jgYL=Gt|Drm-3X69wK&Htu|#9dTvL8G8M)Cpnmo0P}90 zVD1qSM6Ll^|G~cc4NPEhg0VV;ku2d9_=NCEtDlCNnxv*C0RnghILH98%Yl(o1VAe^ zH8tPs>V5|J6#=Nq@Y4e%HehGTfSr4A*b1h-k_%Q)2UcNEUU1b0j^zOz`aN%t06yxE z8Cx)w{PQ)GI=~*U;RDWaGzPR(`BKsIMOOiex(949<3FTTDWA+sh6O}8 zI#JOqFpe})^-(_CXPXpoJ86L7NI1=&F(iHlzis z)X0cR|Bt;XIKkk|Lmt8W5*&*HkpU6_G&K8#+RuP&{LlDFg%J3o0c!?8-Bkgn8fZ&k z>h$zD2$lgq*?@B56A?vdm%__97$-$;x!H&TaPz&9(O9j`6dF4EuYXH~l1}Q|ALGDXz_m#D%o$kG20*Fi zn><*Qzq6Wx)J!ZHZ*)JEUo3ccZu5b!Q-8oP*Z!Je)Ive-dmS}}@O&g*+q{Q7Rlm1C z^YH+%l$1sEJHG;h68R%W5pq9&$Q$4wVIr2P7%PL{V5fwB8^TKu=i5yGYxg(3F?n?| zusfI6WSj&_+NBhK z>VD;TZnuNCn#JS4>i!yf!b6!Lc+KrF%5${^?Jnk4x2dEDk&__LN5)|sj-6ZMoFX@S ztHO&6so0>ml>S3f4KoJ_oM}t)y2e3|ybcSsK$H3kDm)Oh5TfGacR<7+C_IzJYIF#I zhJhOL)ruUPWgyLx0TKjsHj#Mz83>sEsnT_3Vn@IvLq_aF_>w|p^$tn}R@^q3tXxUC zdBBszL(bFkxS+Tit!VhOTsbWt&G$aZI6-yquq<6+MK(ov%pc4~a9jta0eFP-_<&1z zg$~qf%d9k)tUk`yrnqqHmpI5j7(i0jCI!rQ=2s{4V5kEGxZ$A%;r8}WHLHJ@l9lJf z>&B^I&qVxZ0NFZq^fs-9-$0yumy>P(m z1{k9hRuzCPFAlv=82R=#Ga4TY9;ts3{DM`qHtBgY@h5cuS}}L0zgcP9t{nPAB#-tW=hihZsNA^{>Ohz|9$>f zYz~4ETM{dXhtZS>0RFdb_?mhxfPgnGU(u-B0q_&ROWGFCDgE58^Jc7pn;w?deWRbz zo?w(Y)~_!vC)o-8z4@LZ)`mZ#Ac~%$GJB-0B>=i$fGs5BvGy7I?nHmV$-iMwnjkqu z+2x0tP3n>p*UN1*DuWA}J=wifEKC2oHcT77u=ct~a5G&AxL5jp(D9h>)FlZ!@G_TcT(=H|a1Z*vhrb@6NK*IzU zr@E0*pcbqe5j?5LsbEPv1ezk&NG?B8@RvenY(d-|gymg_Tm=9#qLY{ z6gf~iU^Ve1d$aG4_&1|Ig&f}rtYX4xd+bhqetR$(L6MYes5!`7fQc~nwMGywey(Xt zNX9eLYQYYo)*`=85W$LictIKrV&9St#snCf&;HSEX+AalZ{#JIselI-(tf6a;HuoK zxc>mecl8ql=!wiCheXZT+FU}vZ_^=#?Iv9{4H-5g=_lZ_5 z?P~AoeETl{b*kc=X%1=lpYQO4ozz1t+`d-SD*mIGz#f|%3yJKFLkExRuq$Z}SGKwx z6T1PZ-&Ds>0&~2LUp})ioE@wiOJcDX#r&CY@CjHufX|40RHl-a?A&t&n+pCTFu^lK z7ej68x9zEE>-8SfPAqnBPIV_kynTH>$x6*`CRgGsQ&bv1&@yPg2NgYJJe>K1!-!oJ zx|rz5$WHS`SKo@$ZiVFJ>FVkN%KUbD{YoAP{F?rsKF&Ox>a~0098sny z*%?wAQKn3lNGX~`hz^<3KwBlUOH?E}$`locOp(k*Y$0QYluVhDslkryj2oG~_jAtg zuitgO@A>PTqqgsUzR$DPde;3}ciA1%dn2R7D6%S1a6m%fd$8$O`}N%&~^PQ10~R-ClIgL{Us;>FL$X|o;u8)2^ zlo-iFTHVenEq&s(7oBPE3B!S(l=k#|twD7Y{DsbQy{+-ZqwT@n_4cX=(HP(A`25Wj zjIOMD#uDMpc&nR_xlrrx>fQ?Y6iN^1cxf?au1RfL6z*j&(ItkluK9vF?A&ZIIX8MV z*F1m6VoJh}?M`vWnLs|tr~}_kT(#eyKZ9dFCRW({%rx0>#qU1@%@epD&BW^O8Oc6? znb5bH(Qj|PJ~O$HzE^m2$3n9HjAab-s)rhVJhC_fJ#4g=(4V&Yc!lbD+%XLv9GB}f z_nVqh&Sr(z*B^zTu@zAV@|+r~6oSZ(FZC$S4MNf!9TaLwK zav04M@jgqPrn;CVVDvQ&?9!zhSxgLfoI+z)Rx3NQDdgCp_lNu1a}{3jx%yZK&A<2R z8T+i*3uQL@gKfosz?TZ9Jz(|)TvB!^lBzWXBE#KL2DH`?Vl;} z<*yq9`UucnVYjPexx_F=>B4(i6;DeVtZEzU7extorbwXV&F#w6%Pe684y-1a(H+wRz|U2`E$fhywoLMwp^Q!p zIkMb;3>A3H&146iuiM#LxECdn_oR1|4IMMk?x(4>oY?sh%N@9PoY~QPJ+kK9_fj1J zrT%uqN%6UeIGO<>5`A5#j&UBLMuZ_gi#L^>Uo$!TUcUG5G{lh7#WJDFee ztCE9vjm?E=^Xs%C@{s=as@iY%E^(@OK&j%)&zuU-v(gN|VAc*S*V99ON-8fQ&!4Fh z*lymbYq7h7Q!Wp;-Qzsm_jy$^Ms}Y)A6aTJbJKQT>N35-ZQ-a|kSKF;d4rFZ{83x` zb(=Y~99G_)q0+>3L){Q4XE>I{%J#*zAVXrEZY z7A;)~&KLRe-@W`LcACn_$)z)uYMJDZKn-Q)`?Jhnp1wQ!9CbSKAn zzK;dNd0M=gN*^!sqZb)nn<}+*ipi;F*n)b3Jk&a)H4C`$WLBGfQ<5QhJ~S0J%E%;l zT|J2&Pyk5j7N)$cCu9$}CLM`Tf!kZHjIy#&YV&4~_%MMNSKR(JwBxxy-A$q3jVoB1 zWM$ND)Y6K{yWAURl$;A|wmBinNeyBHS9W$^XYu1UALp?! z?=sXS;aBknmQ4_fI%uty-abBrpC|MX?y8WDAjeP=8{ZwbzM(^pP5>y{(>5dz}I{}9Q=&A*2rGM}sHyRS_)YZu~3p32yuly2$ z!r~C%;xzCn^LB;b%0^)6C>OX&P)`t=3DDUOpjdy{bQj$q9f-+E*Neq-S8##B`Vm|N zNe%G2PlG+);$K*5U_E4d8-7a7Ms{Gipr7}^8ihOvRPc<8o$3T~Z?NxaIpMew529l@ zi7iGr7{Z~*oyb}AB{AkE*%qW5hjYR)3=;4q{+`>!uY*Hfg{cX(TW)3VX2VLr$O#+? zq)RBX7E-L%!w|?76cXW6f}Vww<%+XdYU5x5TJHEk&ZXOOp z5#$@t0%%kJg{BV3RonE)*5Rq%7-bm20CON%mG$)zPHaKOc&l~qm(ts__$dJ$up>v` zNyWf!g-c0UIb7|67@oZco98(&udl#KQPqSzDtEc=|XmFrhd7-2a)twpPduy4SEb>oB4uYr#Ew>oVz zt}Ow&Wqt}pzGYvB3u0npC8Is&ui@K4;`@d+Yb@Gt8Vj?m6~e+M?g7xB(SRatO*SKA zWAdzct!KZ!@tGZKG$21AEEG%trpKA#n(k_*sgJmYHVH~d)W96e6^idA^(Zv4xq&C6 znGbM|N4g zXl~*J+Aze2Zim~LG|o4f;wPqC7(GW{x`mp|IwUD47>l|#J6mObrh6eyng<^!0HTiW zyvXAvb~dq*DY>B%0Zs@<01paRpdi4NtFQGen;7goj7|{Y!XPi>O+3b#$#Cr6Mc^`Y zCUd_B?yQ2SxocNZWxr*2j|u^kyWmS3uZ*Aqevwg}U|hwAvZb?nB$ zFP@tacXDz9h#CrAT=c=aa+n8-s=L?+H2n>U14vGkI_(?SfF8Wnr_h(tz-B>W6@WL; zVA0G)(n&^FnBb`JUxPE97m$fjpcSm)G6BSKanL^Ro?E`A_AEJ;ZYs25g|~S+?1+{L z3+rITv7Z@$2+M60FCi9XT^+I_p9d^+zm1LLmgCP)0~jE2Co$UX9>DUf>r>A7W&6YA zEmP=~C@R0BS$)E>kh25_TSJaK6QSgQEBgBT_vEx+j5kR&CH@3B@&K|(pgeH+@b_@L z=(X$D-!3T7Snc|S9g!|~VSWZfdZ0KhoTD%wPm}{RuH4Ta?*vcC*3;9I0saPi5H<;4 zARatHD?QD+IGSHvEyHb`s_QROdVlR+LY=j}Jj45cSPQ~$FoHT6!pD(U$ouDPdw%?A z#K(2pj&i5eCKk8z+J53%h>x`a`Geo{g~{ag)K4S=)8of}P@wO{0k^7Wj`uJaPfSxa zvwYEBMW9wSJ!Nh#hPZyF#FHJKd{7+rB9uOP@`P;>C#Rv2k+zvxxLu+kg`$gPhErek z3@`x2BJvlucf@ju^ADK;$s5uK^giV9K zn2W3B&nT%^R9+q)jbcZ+88r4Pp1HQHciz@ zFfwuXn|dLo`1!mVnr4*&+q(M9uEq8{l8A>>k!G5j*n$8J654<}r=*0qVy4n-tHT#9 z5fl{M4LCzsSQuAs-E(2T0l{JzFaf8`2X)A!!J(b;9UU-On;d?h3#v=^xZW>bC@ zUZ^x6YDIqr*@V9x?Xg6))HXBLD48H3W_ivVL0G&+w=X!DJvY(m&Ye4M`CTQQ3|NYg zE_z#A8ym_OlWN1>Hq6hV%sB|K;b%*_IL2VGK#f1gTu9JbCM1LjJ9O7eG&fQ3@4E58 zddrO+(2Wgf3I}_H#4v@S0#{(4W=KRON~IEX%-IwmqR>mXlRJ;z5q_ptuVT;&)%Tb8g>v=dc^SXCA);pv2e_2cmHcfQNki)gqi0-z#c1Kg>ttu0x8aGddW zb%C%i?m4s@`KYen5eQ&v$Wg326R|yuE8~%$SXMJ~)B8 z!l+3ND2^R?I*5JW5o0TnbRb^gfSA3y7?r3n3sru6yMck5R8$^fw1rDx^#>A;(B6f2QcL=Y)&o)a z@>sC0n===%`|iSSar0&ZKaFAyP$&|12vyt@_&ydu>q6xV!j23U5~njVCqV`bb>lO2 zxn^LeQiB?(6dyY^&3u6|1YTn4OTs*H&%~g@Gvh@44-u+iI)2b@ik z;z^(pQS^lU2ZX-brw1QM%gH4m`!rvvKbzG?5Nq*m7t0yWUweDslHY?M>53svGyDKm zTMvq#Zv=dWQittGW|7{Vw#BMFO-OL+t6#g?t#2(_*kmRNIO8mEXYzfTjd~yLuH~5W zK!!r2{hl>+_Mu(Vbkz|_D7tT{%dAZU_|(TC*#49iByePDTw;Lz*z!ugnBVW@Qv0t>$H*ase5H6%nuMaKr( z!!j~5#8Q<}!_XaCks63Hd^SrIwIf(MuQ+K!rrs{~L=`_Z%0PTovagq{8=3+axE|0I z>YnB*!%@)JpK>mUBWM*`)uD(o(AN*Nlgy`DNCL!#JkWgkD90f8Iy@0#aszZzbSCi+ zDmcXSzV2cz^9$pv>OK!#!MYuSgo{PNi7*1YgCncEzjGyVTci7o@AT84@9tqM2(!)YYN=_(tOV0T=ub?1< zC_NS>t_ar9-!#x*Kdt11l4=x&gSJ_1{c}2Ry_5LynHFpy?cmcpJU-4q1sMW;4HB=D z)x9_(IbwhoP^GL@!KbWUp@PSi&3F&{vX*djp9JQQb`^GDIP6sc&eAMH1!?-BO7Nuq nhmrD5(){;g^xvJnM?E@j>A7T9Pp812ob8~F{=VnhHeUY$G@lPA literal 23955 zcmd43Wn5KX)Gdsn2-3};#-K~OJEcUV8~H9zUF9^fQ&o-B#Rb1Vq_-%dzg4vt z{Skyr8ypnyKEo4huL%z$Dq@+UZ}Q^Vn(d5|@vQecxy3`dtbC zzn6?YPq$GhAXs=wLPeDG`R|PPH7!Fh5eg$7K7F^87g&DJp!d0jKM=`k9tOkp(;TxQ zGf#GPVUR~>^`#Sgej=3IVx=2)yva0r+{sA+6+FA6_vZ5gI;2J{J2?Im&gU&@$14;M zn(~u)HRj%F9^Vm9_}tSqxqJJ(rV4a>P_C+y4{HtQ;V7OT?D(tHBqTg7mRd(pt1T2q zELntl!uB8j{CS(iF6_)%Y4j?ETlmLh!b*+4cE!Ly;)~;ksSC~gPhJ7RVI61UuT+&u zXLvP=HxL6qimyh?=}b|V&dF-Rztp93FT5^2Ua@Dvzj|e&>v$-fqX02sfjoK~vfb*d zdo;T&?i#Ur8C6l>R6@cCo+Xq}dIAGiXT_Jk$SOz7JS`Z&YHJ&Jfrsax0?A? zn@{=oUG^OCU$ag>J%Be}*Wc`pK)B~x4m@h+R&Q3;;{`ZXd zQ$8Czj&8K}XOEo2(VuJi`Cr45@jZusTC)-mY&+ZGWV4=rdc0^kP|*DSU~3zjk^Gnp zkv*qSxJj|Dn_Q_U33bdn9dSwoKposA>lO{re2}rL71fG*(uVwqI5G;rsiTB!B*xOnei4TWNuu zDPExLZomKR|7d#=F_DK8@%i)VlH=+1!hYG{_6DL#v?N_}vaEelTRM&k85tT{I!-Kk z^nLC_%~&qqpuv@)3ANpBI$z6h8saHGt_KATlAO{m%a1jc92o*U*8NQgx1!)2o;3ND zt8EHNB&M)pzJ$7z8&0|u549`h}KpC6BCosgDVjc5gn$4+vkUqx~*9C-IW&p zg&ND9IBgHzm1cJh*Q2TsLe8j<;$fvWTm8}GXid$kEsF+wv*f|7rjy%&$%I$b6~%N- z#dW#Gs#(VntqN7Tcz1W*Wge$9(b@~yDpfKXDRVwb24&1|zy96l=6@$a@lVXcdRyFp zQr!5RF8f}c4V#;r=@Wa5 zct}4K718fo24+`Rb^81JOVx_rz`?yn!^iJ$^M1$MLrF!o7RtVyUS1v*O2B@8IU&d1 zXIeKpdt~zBIg~w3&UX+0d_f{1=ilZ%m9=_MpcSb~YcfPiDbYlYf~;5~Ko`sZzC4-G z>4f)6Uj8pR4&;SDkyA)`$^Z@gi`dI+v;eo#giPuL97o)7a%_t~t{16+r;OUikcz&RM4@wnLLx#{%%wV6_J7Uj+l9x<;h?#9z zR|d{{56)pvP^fQC>Thvkc~g3b1%!X$Z=6uTb|%=`YV!pq$77B8DpPR~rw9lLA$VVY zLtY+M4(BTT4-d`muMWful#1f{+_}2Cy37`9BXPCe#%z(AwB&+u=wJc@0&24?$+zs< zW9cH25Z|G+ws~9aqWv_;PZ_hXdh0DHgR!<|5kSG&_R08J^$kDGdf2O6Z~&Y zD-A8f8X7aR`r&0JQ`BFjq!QT7@r%@|G87Ax;)e`S2sv77tvBG|;nRivQFyK<70gze zQ}!luChF}EqKQw0wEb7sz9HV%%kD>@RVD1$?TZmA{%FONYt2c^e+&5$qecUdsL*p% zV~L86jz(BW9(HP#hYe3ATcS#VmO0k@M_J3c{n}!weym8nW}~{wa^*RL$XW4QI*MFT z(Ubo7|8iSqkfR?f@~Q2MJr|0?3|zMVvoD`1D9Mj5lqR=-@r03(Hd~ze=u^wVa`5KE zB!X&Por!-{OG~1J!_oJL&)*fMA|=SkdQKGBjj1Wbmu>)z?+o)ti7ycbMxfb~7lZUK zj3L1s_vfvz@4ocj*1%NfH%A5LBxGV2cyievFDZZC9!$55|1+U*TB1Gd6j7=DMkM%e zBCo>~*-ydI36ZRGF5=C&^wv&ChNwwe*I(iN>Sp&TkC0T}DYBB6=Nhh>^##kRH#V!D z^ZsK^4P1Kp?ygtpxHDM{AlXJny%`Uo3{so8z13GK7b&8;+=E5sgNJ>WPqfe@i}tX? zKh@H55ythh9z-)4`Tf-^rbub{vC~gpEU=1-rDp#PCg)9mh>FtL|AF^qeb622={^sY z%*V(qN+5A|zRHBZ`}xW0sA~T^8Lw-;Eu9Zq24}QhKEj{44*l>vVH4#NKiQN-t`B5B z9IoIKV0lqSo=%1BIgiskqBhBVYELCz8~;=)sGp9RdVkVfK#zHz!xpO74uH4!YFDk$*$}gbs~em_6Vk}df*ThoRH}V)n5~pdL3pldY0Hv4 z?Lgg64p*&MJs(Ko`UIc#P?JnOH&r z7atL_Uh&){*PpH#rU`}-C9Y=D#a0@3k4vie2Q?n?!rBtH{H(!Xi;s-Vl|~G zgZ&3hXp(lOv;O7v2_Iim_|(oyzRr7RyOV!I z-EtvoKV8=XQ4s$GzFH2W*SUZ2hq%Vm76TdqqAbPj9jpBh@I9xA_9VRomW^#;MBG*l zOFxv9nDo1mrc1O(#{Wqfk7c|K=e@@B@bGZES#orHJnI1r@N73T90MJF%;?K-Y7uz| zfu+y9+7(+Rxk6@&7Cc#^bVae(qVrBlwoR+|zaq7Bmro_c-J;(`oP1ZZ&(pP!!# zwVD#4qyq5Ju{;HesHmvg`~3naOI5En`wNI?rTIeaK}kz0z!BYwIi8-}+}zcpniYfX z!30|M>O!q(31`lqzXTf`R&DZVPT<~5F0A>YWvH4?BfLp3EDQnoz+|`ktx$=k`z17d zYR?X^{UL)3GiLnI+9eAO`Zz;K=9q*(3Xz1IT+Xk7*q)~&x1+htu-c$d#iSD2SWNCw zO$*$quzeTq95f*o+#x=%LY1=LK0a^S+uJ21By?V$pTHMgAI=F|SuvW=SCTO^W9Cfs z0eFT-LFwL!S9LR}NYH9>8OxC)86O`9+i``n5JrTCmBnXbN=Cikxm~c>uVF)NvwxHf zwoZfPK-La?J_wtp7G!Fe-T5k-$jHb=_nW23$;nfY>!PEgguwmsED*b$3bN$v`dD$L zT;Z=2Ywi!)^7CKuk$8Fayfk&o3pe%CBe~wc7pD$eHN6xqF`u@q z0MPeOm0j1E1;4$cV~kjVi2w;MDmt3C4_2UHDk?sH)~FA5GSFL9b^nPM2@W2G@A<@c zTF6Y6KID^AK%oCt-4j+df4evjVU zSEBNXv`PS&;G+Z@?M~C@?WW4N0)-ue^Mk=E4lZzo_xFEIwxFQ@_bdiMAQQ1AMd*}L zug>jo6c!Fob3V4?&MQ?sT^L)rJzjN0`bs2HS40@64l0oK^$*Z@*5p@(&(3btD9=*& z<_)f0A(z-HCKc4?J;}sO$E+*uTi%vJSB{CN7tx`?<)+Q!X%b%|#S+zH;9+6eP~n=q z|7gq2r6cE%dQsH3=(YcX7phGh6b2HB)&^v@VStfB(pLRXu?~MMdAnGh7o%8e`WQWbcQTEh}?;u9p^fJF+#3HGDGkz z8N)@!r#8a|FSE*b3c<_2WWlZb3i}I`_)q@0x+$M$YMy_=?uho=$h;BE9Mk!t0>gMP zh-WX>Z#s~~s7L0L3jr%wY8+kv+Hz_9^FjGcq+)7UX_oE}?t;Kl5vN#%F9d^lmvGca ze`N5=phzZ3s-;o^S8xBYaf4dzA>d-iRrFf@@5C-V%S#z$tfXOk7OVWP5|iH&Ak@|* zUUQ0ba+;7xxYXafDmmj6FezKh^t0At;i5OA?^Z&jrPvRK@UFzD&A-E<3u$P4@=DI6 zQwK++uW$cE`{?C;k(g9TtrlgFP=ws5^$2)#ydAl5JBE;k-A}A(&iQgt&E_UWDHwLC zYudkZ1AIOzLZilZcvamSsg~mjjQb(bavYZ^&np==PD+L}FK_>Kka$7Zx%#msk_9iG z|Ab(!+%Cd{lL_g#&u5?7UU0wf07rismR|HSS4{ zvIYZ-8nOp@i^4JP&-WSqTD}vS{5L;KDwV$*&~@zBGA5Q96ehJP@biflRaEB*qYF)b zlq5CG%Z9r?@@6w9WqITA=>9p%o>2a$dhy*I0gL%#YXz)!6@$6!s%OMO6IIK>GJDA_@s0OL>VA z|B`-#{^WnWh!m+`(>Wtd3|VEBpC$!tsBHycKeK)wdY1K9tfmGaIeKtu*1J3kRVMc3 zD`ZK7GEP@sp5p>BDb9zvPgd=?tQ(dZZu z&&~k!Mv%;Y8X8vEY<&gd34vHBewXV>Q_uEL(gAO5BM&@0O!R-vT(@r#1Q9xKdqCul zrgI)Odu0olq*QTeTq(@%{Mb%s-p?&nW_fsHlYR?h{mL3CfTXp!U6Z1zOv$(C_l$>o zXd4NV!Df3T&s|6K(6c=PS)%jnJMi#SG&CDeH!Fr6e#jt2O&6+m08Wm_r~{)}Z>M`S zUsb4D;b&UX6x;0nz+^N^s#K!oKE7dGwcN4@?hM&4lXdR#rgdjAf(<7{$v^FEGP7j= zO@eo>{j{FrLKELhSy&9oUwakPDkTNEAwA?@kTZ{r$BbIqYbF3}6qEEQam3r%a+d3J zBx#>Ps7S(6oGEO}74~ttn~TDaT_#?sskFR2bI)i)c-aBp!K9GQGGD0XNRfU0;`k8- z0)gb`=jRp`bCwry6XY^`wqtD&%!p!y%S3?gU>s@4`h5`vc9Dd)Gt2WpI|Mo${p`uWQit zD4m!l;>%89THQu4_b3(Dwg$7mu4Kn4`&|W>Eo(^$B<1<+iMPj^#sWm>oN{A$C?~<3 zVr_785Fzp($x!UtiY0f9TlQq9P)1SXo&?&26i|i)$VI{j6=*2t%9AkRMd*~(f1zQ_XIFB%t|&LJ?x`9OMFP0 zj4{g7P3_GY?uXQ~T?GeP=KXP$ou7+TX9O(jws634?E%ywx3Dk^FumKmyDxxFvRN)m z8yiyr;`W)3FV!&3Jr=4TKwdm78jjdTzSwaQwYBZjT7!MW5n-H zg)J@=EiIyAekPY)Z#sc0kLqlHv4^@czp9{fRm6mlmEuUji2kdoR9>axICU;IOk7QE zvc33pr1qZ?pMRJV;gUNkktd@cO1rEdkR=I)Oq{4oie3LyubJP?BtpjM@(I}OYXh&> zjwDeevlYM5#1d(A>#y*3FK0Am`Tb+-lEPY#nl8lbO&9bI2n!>ppzwD+uJcb%Cmo-d zNZ@g1N=Qh^%E{3$Q<0FAT=T`%(g7NYbUdS1e0+Q~@yNpFt8Z$1KOwyfAr{V@fo+mM zW@%*Wo!0yCD&ZcbJ+7E6Ge^||;E?HFtEbQGQe+VMX}1@n^ae>B=$WX_)Rw6|8_{&iOq>Im0}+hbbcOkk}*4h0F1aewmjMNd}f z+TGO1#on=;bM^{z=>5D8+7OQy3^;X>v9S(|)iE(x-@ktkTfiY9k#lo%^X~kniJ%zU z6mdzTT$SpjR3Ml$ww8IrS@3kgwJ=~ZFw7nM+VmBEsGr1&gj;Ac)(_m|n=b@ky{bG- z#H%R0pvUYWf9n8NyJEHetzF2WQ@^`-PS|$dvs@%jq}a%8s>q#q%IM0^FDkWF8%1uV zN3g_4SG%fL;s|8>auvt0#`IsM()%IIx@&M;q7Iq!@}X&CCou&l&k2J1tuw3Y3^eCB zKX7#>{|h`K$U(0qiKXH6udbzcxg*s89 z$glRcitCq6E!h!VkZF*rhm~_v4}%X!lYus@F$%aO(;Z+4;O2nTRF=PYe-~nj_pB{OLN8Zxu6V!XsM__ylvub*}wW9n)P$U*CY00(m z{5N)#dALjxS!(MXCyv?jfT!5p^*-y9Pp6l#eS*sol%dt#@R5oTSbd* zYz4XyAt)PFb5G~ImPbSjiDG11nfIe)|QlA?j

e&m;c!!N3!MZHH5Xx1=dA653+#5@U|SxC@qd%$W5WrA ziGvL@%~Bwo!)aZ8Y}7f!uU)W0w+Cf(g#v6T5H^trW!YPP7JtkwB!P<#hEZ5Gwj{Qv z2K$&#s7Og^I8_ZP1YG#Fj91J|tiHVpuPw!IX~7@!G}bi78~6VudIOxa!zYStjtq6t zN)hXcc2DbE*&WHGA@16)Jp0j-gU<>_Mvn~`SNf!qh}aZ87dMGWrahWj*!4b#hZsL7 zVc2qzE0*1+AC7ug+S-p0?_9%MqAiDdGHTF%qP%`q$ttr@v9>K=zrj{P!WltZ?!FcX ze>b{k$5VMo_88*9GkNisJWx0wIN?(S^K5cUWdCoN_RF()X*IXYWf`Rl_B(yYIcVCN zPO_$=uQZZdXv|1IO&faAoz7Ri#dDKDmg!pA3@;JX;; zc%%99A-7ujA{_grb!K-!Q}e{6T*aprPx3XV_f?(gxAF}HGi<-`xiBr)?Ji6?@>VR* zj;-`=Rbj@qP30}jpD0{MhkHV%WPp+f4Ma2S9IY&q^OC3N*p?cm>7?l#(mxo_bmW7Q zYC5~7wrZkCgdC{TH>Q8N+th4{>|M1}htV zeE9cD!cKF_cTXyqoQ1%pUpa-Q2Cb5sk{~5 zxtb8PZR-$PysH|XS0LUPaMxx!YY5B|&9YWJS6puK)Taz;*QX)gSnyscUn@rLeDhd# ztsCOM)^w#;-2D^Q(Im za8fmb5a0T~UBEq^49eLho=BfnjdJux6Kq4pO@OmM5gcJ^{NS4Z#8sa!c zaP}$`aQ>Gx(XF1e{F>rX>%3v6>}9UzUCXcM>$_DyIY)?##!EW^!7{+R5uakr{Uf&> zsmw7e@f~g_=cNH2{#EDKLtZ&<$Kn6+pAS`A-hMd}e;(gr2*vv~VOysGv>^;4qR=rT zvwbUir=X08q$DYOdsYvRp`5@vKFws~veaArM<-Ha^6d7%Z+vHT&dOh4PYV}aYcCm3 zESzz>{+50*+^`;T{4|NgM)){shs}kN2iP% zOrJZyse!xwfq+f)Sxtv#-peDZw2ki?k5PAsF43vsjvj7W1?<`Zix%u$DJb4;4F>b~ zQE6#%T3TAs-QP%9@R7wb(c=cDCjYYFfjUu89vv_A{i|nuB&QWWY@PQ4-hQIoxYm{X zlyRRmy6X?^A;~%Q0h|Oor><)!hl48!_yMINjGuG^b~t(UTnQZqLA4}X6HV319)$d4-9s>x*Ejac{ch>jyrgsW=!Um342b#3Yn{>ES zK5(-NR^ryIKweUS(1sZ|;M=j*+SB6?WbiKzhbl1d-@hLcWG<=6mLV(syqKP(Y+XRyzBOk z-{4U~$$47xrJ3H9NG&wB<=;!_tfva!!jtMpaVO(|pdh_=9|XI-ao@#74RYyt&m{}P zt^Pl5_j@@&#~U-+d^l;@`4^|P4vIkbfB*h%Zf~DYt6P>io#|=N<0=*WA@R8NvTVNd z10`Yj`1p1mbw`&p#{ah>i9{lA9$KA4`p?+!Hte{+91JZ^9+T4tH-)Gf(t)x7rj*T; z?o~ES>hTQ=iRKIXMt#@@STR{w=@cdL2&!J&xOOg3er{*8OTx?QShefS`&9p}t-q}t z=-W}+KEDm>xw~5(DeTvBhKT z#F4YdG5hS&bSfNv1)gu|YEKdfizh3XB!qH1xx+|u_`|raEv+UsY&J2t{J~v9Ha1L> zl9D2#qLDE%o&F>qy*p_TSq%-s755t=8l^%~CZ?!>0QmVzV_|c1Iyt_(Pk`n@+xUjV zgg^@o=YQsyo16Rj^CzS2_F%S$aU7v>JD2yk9+5$C^l178-f!Rfm^wjIop0@=T%z{v z$JLn=`?HFr!F+TNr$=p;dkgstfS4kE#p_J>5j5n<7Rw}?#gO*8x=s4}E9O_}&l`-? zrgc>SJfD0&$*ZYDWV@9Fb{4qsQJYTUrqp5c3V_|;U` z4rX)ZZ@t?DKtIfAsh-sv4tX7PMB9K2+HlgG^!VsT?7WHYhfE;${X2%^l0B|J zDv3dV3{~yYaj-+Dg6${3NWKQK-aZIRwBCJ2OHt~n6r6x(daFB~bT)M#g_YcyotcEE z${DpJ+AvZFGo4O0Npb1p`n$2=O7pe!tB|imZv{fMkqnv=yg$F&!?4#wUaMG2J6j7w zb+){8-Bi7ZudqfDof7p?oeZ-AA$zHvJwa29t6atDL0Kwq_;Weec{Z8NEp$2jyD2T| zm0JM7AG~HO4j=?xn7tV85l$r}_Y+>@9B=J;$iYTn#0t4cbGV$7H2}rTkbuQ z6%tPIX#OHm*d*t9WSw-Y2YHEgH%bgDO&hyV1_e1T% z_fT>J&mvR9trnsdoUG=&8#!*fq_$)0f?m&Pm+;|7EgW^PS;6SkEC9L4lMB**=_h?AjWfWAqp0#)-sA7O~l_lWRl-XBRT&F#;7jg8;dzv9BLuMjy;# zk3@@V^@@U}IBd~*cnw{F#+wZwl45vc8WSwXGF*EIzT7_l;LLY&*_uF-#B2W(sO)l< zp9JK|*4~&%Bs1QKcX7PE@p9d0x`C^pI3cOI?BAUn8>}-xxp8+Vsl%>=k`>$^G;!_(H*&X!9X20dd0B&1KgyhKSu z-J5;UV+U82Mq|Gvqsb*N6hB5gKCqaWrl)@+W73dv-&E7iWB`n2xihR_R+t> zXBQV8Ah-p+;UZI0Q9S#8eqd$A4i)nb4@aeeOuEKl4Q+rnfTu-iC86%3Na*SJ5`@8uJ*Y0i2 z>+Xy5XVaKb@&~QcSW{R;?3*_Wuq#pWiEZwCH$?0V8QKLNKjsRY&L1e8T_+Z#2{=NJ z%a)pgO6r)6kRMHZTW&YE2?>BRYcL}`>z9N7@>s!(1sMEKSjJn z#L=mkQ>nEg<8`^znJfPl6PL!(c?s=~9nO~VT#gDizC1qw=?|*kfLDk0!+FId1J&?6 zuICIxNcdCV5j%MT(PmOT8Am&wSG_|BSkm$X9Z%@&s>-}y&DB0086TMnk<#+Y zHJ>9xQxX}1@a{tS3BpJ)YFN*4xh>#K=?)0p!A=mgg%5J$-%9k96d4xuitIq1Cy++_O8H z{{w#e6ti<>5C~VH>fJVKHMQ>V$}_kaX^U`;aBcDec$;{CnAM8%&6f|xZ$_>l$61+w zfp%tHr@5)T4ZEN0zvSCc*Yfa0@#A60g&7>mFO=qJ3h!jE?C!PqfrzmloYX8(FvjF? zrji#JAf=T_fd)cF`}rLA`ebE9hJERcfQt(k=xb8&u(PuMDJ-NVmr3jd>0|)7ruN4F zAKG3$r8nu^2NUvYzIE88DvXo3?H@qwBpdzTEZADNsS(q(g; zCgb73Cmu$4W;dG#=nsOguWwH1j^5-hYXo3|X&z7aWsWCWP+9o-ZUj>Pvk!xbiAi>s zu%z(Ej79mv5g^C&)#d}oOAUENMZYe#hk!;K5gRKeCI$z{;?=Rt}##JaEUnR99!BtyIw3b+7GE$B3~4*h~~0Jiq0_T zxjs8A&)$kD_}dC{TCKuBm#=2UgBv80?dFH$jU~qw-W+|mm!}(A)$+|4$VhLm&T^xI zHfhQr==k0O(f(Cc-9pdK;fx(9&KjTZ55S2?nc!rw3-t*651`x0a?{>Y13QfC&G8l> zD{D!X&1)r)rvq!>7w(hB4&aZ<%gb9!G%eP>+#NeyX-NZTk03?12cUUiczBNGN;5cG zyhbee#E{1`1(dCZSrZa_Ab#V&cR zHg?yqIL+?IyNkTy;_d1M3n&5udlE=DvMMTgj?2zF)FSdG z_uqfe#y^2Ytyg0s4-UNskYW*LG;EQZT&~u=QTbL+*E&GriU%$1=*UQ~g(Gri=KnD# zj*owDems}5XnAs&F4i0XcpzhE$KtqX{cde-4VujU&?wsg>t5>qKW#gFUay##m{Ps2 z_dxkotuR0ajz4`+aAaj?r+$O214Tn#VPU5k8zvUko7QMKK1pzAAhuI!e4xk)3>N4l zBx%9d-E=v&Y<;jgM(f}5{S`03dJ%ABNcF7L1IK}bN9U$uw5r`xMz8^K`;C9Iq3yB3 z$pR(TDf8WzzXv{;&1oQ(`1$!CpPmqaU8=e|cCNzkqNe33w90gb$#k0bxcR}tU?{Px zVuVj>rdZP%^t1kB`U!7rYz&N6SfaY%L_nPxgNdxcx3^BkjpyNk#je+fx`XjwV4y89 zLV%&~NZcZT{VUSpXda!IShmIE33%$Dy{SsmnXqEb1`JHh4&bQkP33jHJ#IL0x*QX~ z1OA!+_}n-SW=enol$VgpE&!G9))O4E=&1r_X3zj2mrIpSVl$tuHc$E#;dgmHz@T5H zrds|J0c2g^Aoc=wuZ!yiOA_S=7yvE2y6%LbV#1&`0>L3B_Go9bZj_Bo*?h*iqU|N@ zMD*5Ptq(8JUkmevX3lJsy+&X#U?W=U>{;NyZuYSfuGQv%?49Ex<DAkGoqTf3-)U{@1^>9?6d3ct2sB zKz>01FK)a`Q!2Fo1>gYq(oBPbf=X3rX|)>h8kUB^!GhZQ(9zLBtmx_Kae!b}D~bij z69W&g7cANBUQQYwuL}!U0lk~!B{#5SAXJ_EKL&UGo^mlRT3*aW=-jjWuAwogZrRiY zs23hs&7}rM!-wl5(7#HK5b&u*)A-|teUrU1@buD@b~Sf!C%ytfJ0Mw@)OD7T$9f*y zA$iOk;m6<7c=hTPIH{`+4SnFrelq=?IT$;bTJP)WdDpNctEEK@(h6vtvEYXqo=PuS zhhc+FmX}9QC-1CJ{F_0EhXl9m@nDXDfx!c7Z^pKOa9~`wWC2tWuoypwlQ{t_f&l0n z7`V{5eVzK21o8cQPsw&*FyD_zOfynFlhZD(gE%UA8NA%hN+DzLi0JJv{n{Rc#I zMn;BJod!4%=olF5fm^+iA7{v%A3^k@^q5QO?ZEM z`%Ov7Z_cdSj4k@lA79y=4!ts+G8M)IX`pI+S5Od^mPTSr8k)FCjEfW3(Miuy9o(~v zN=OIl#Gmw zzTXECZ(wHOnSYSq*5*&UTi9W?eHsKo9)*R5Hfls82av3UoK|ZWzY25d$U#9vLmEgK z0O~XJd%}RmQD!_rPEA8IV!R%PHnaq)94KKnRN@nUQF>yS#}4iKS0Han3c_=KUah>m zycW=!z@Q+o2fu@Y-b-g+H2f+=8yb6xTap7c)#A(06X4#7T!du%ikac<_#9TG0NF^P z35&%25*?sELkgGu2U61XFT&^<^1w%95FS4idHxY9|+%FjtPE~nuRj8B0&BD1Db7eWe4Rv zh31OIMt3M7hZPJ72?>aJNhzt1TwIADUaT&6<%ykEUjgH?6$c^6!+ejY9o??5^dDr( z7x$|`Nh~RIgR7@<&ZzYK>$6;;({J=(u~E=zP08e*;H~DKscCwSQX8rP5|eZqUkU(; z)3$dcjQ0CKo-fi~tWKJ4GG-1EIIKU6jg3KDsUWz46%kiRSorRCBm7H(G{Asg6&T7Ca`8W1V(#tj0gejpM;Q3cjDb!g6-WP1E{)G@zA_N%#Rh(gxaB6- z3cJ1U;Ec$*s3TaL;C92uJW-r&o4&j=1%WQ@-@J^{4kPR|e+H(?jV41TPEEC-fmI9KXN1exAdgvwM+q ztZ$t2rLSlxT^|jaNbOm(0*-ayn$zhD!iJ{cgW`rTPTOrzmjVCxc5%b;dVWE%9>7@X zWRA!LX2bDnb9EC_)3ci!Lmf)fVd3Oe8bI{tvG`t0wU0ECl}k@*Y|4(t^0GV(msY0z^y9*1=4 zkpT+;cm*>|eFiCe%7nLKOpe`EGnpGqMX~$^y`NiyM|Pg-$1h?Y98nMBCmRVKBWNZF z=Hs zv29p!0C@HB_Xqy~u|fiXzsRuDV5wda#ec)cBLe!Fl$0UBJRKJA091pd0IG@eiwo%a z0k{hi;>b^a>+4T%5yv`(+=ZMCH@OFiIO9gH-Ne$I-BoJc$$*0_)q(%5Zwac~kY6%# zD3(YQBmha(^8Om=hEa*XX zmkweA2Fg6aO%XdDdcnRc*Y&<{o-Bf313v%t>w8f6nikjjK}Sp$EL+N~H^k;^EFqH1 z@7LW}@4u7FNX9au4`~87=g89~VXz||`6NY*7Xs{mE5$Qv_D;<$@cs7!y!S3YHL(17Uus?21FQ&l1$gw2L<>QzRIe5Ob z7)!GFvINieF3n07c>0twMK_kZj4CF}^u^^A;-QvEAEWL;7v_{qt_jY3=IG-1&bD=L zv!R8rwU!*pCB{Pj5d#DQSxRH($N|>lngP1|v zBarm5d;>gnK8ZqsWN-}&VSF*(W~LOq3Hav%^=Rs50vRj|G{ zEN6?YtjkEicrbK}?^cFK3&giewI?b>55T$9twAfpng$XQFrMC)%dBTR-%B|F+6L>U zm!Cnjs~U=xOl8jOj~UzVvT#+wWsT+TjO9MiP*V245I>$(9N!v!^GBJ{*VT*@sKTcU z%2@r840(KR!CMS^sGYetw6EA@*dEgaOIIsm#Ht2b0~rc2TxlI!4r_MYz-Yy>h?0M( zi1h<2-Er4iRrBZ6PixR8be`s+HvdzLeM7?D!$lr$Gzxrf5(qMX&7IVR+=NC=uYmOv z2txLA2eSa8iOYC*(dNAJ`>CgY6=#;#N2nPV?dUqr$$#S+GU6&iiCz`~G6>l=8m$;2 zj`v%VCRFezGCoiaXEoS_=>EP*@*cB#JTg6qLR+P}1?Fw~F8lEtiOjL|nO#+9r_U{0 z&wi?wd0bmqv!2T1rj?9Q+x= z-(RaF9lGYS1XQe4F?0QtMO2?FXrqDQKqE-1>E5BidV{=%Dek1Ad1tpdladnb$_KZP zx#i08O6p>vMScX_ixMl>?g$k=e<|P7nW}x?%gvgWmkOGHV5T$f|mO51HlTAa+;J*@}O$0+a+Hk`#rBq=cUo;NFHYcDMl}t z4{!od2CXR(kde1Qp8p6~3UGHZ>a@Zn%Thq)@CL^d13(YKfY|wO5oJ28ad4cVCvt>$#W zBj(xX_hrwk%2YMs*Q|G&G3rkzaH=`SK&zk62e=~wu$jvN6GxqU4jEHMfHdyfyR;AL z+65npt;D(`RQc$QsRPR|D9RkRPc{Qj(pJ5QQ5o%5e*kAk!+Xa_)!0DL-~^5v`kLUV zL=4~z`Q-O0^@YIwmFYD?7GQ+XA{JovH$dQ^Ei*+$Y@k6k8bCn?E+c>Cm-8y|99vJT70!`Q%AWVF$<(|}cu1ia z1x8Z9)s|gPcmXE+Em`y!RFpYi7?8^*LsJCMbPBawQlY~PU=EkdeqRJs{k+Ul;k;o= z1x>r+BJkFE6UO$p|2;_{NRfS}-O3t)w&=nyU3}IP^^)l+=)1P42!Kgx%wtSTrn3$WrGET z-o&r|7;mI0d59yl4O5r1lyU4o%%C#aIM zB%=YRT8H|C@6NXX^G|hJM*#C2&_nN2yUTij-;1rR(U#0OMqIq2loZG#7p1!jj{3l#9yB;$f-A#z-N)w)<`Yt2D;MU(*s!=k`Z`ozzl zw!3TOa&s&LR17dnbGY1;bbf9FEb#R?3}|KBSYdqK?yV49IgR34AT2n`gd{~8;Uf%;4WNHGxmMS$E06)K@6C7Aqy zJZ_NW@GPf^TOdG3(7Fd`&c*6N9Jx{e#|I_Rm!zRo=+?y#ZEqx2fLUEI{F-w_nFfT7 zz`#H-dE6+t0sO_$3H%T~pjKILbc0cSNcNdQj)5jDXwLyJZc6ErURiSK(X0Ut7_mn# z`QLO#MOP+YB@egzB0|Mgu9PsKRzqi@&a& z&Ck~x&ywUh>%{#3rA;>b+x6G0N{f_~z%e45DGYc3<$KvK1kVgg7*N{70Q^*^xpd)C>SUhLyub{V5LD$S`@W4^~erX0EP3djh<+@)~7>$sBD*n{9od?VX zuqfc1^-&Yz)NqLh9qXx`JtP>r!2RD^IXeeW+R?xR3YzY`8!l`^N#va`VAyoLBIll8 z;@7Xw(6;)L1yE$WfHp7r_3H;Zy3iGmhfrSEYpWsFnNgrff-^e=dUw1CBJxC99!^H|f56MQcU$N0`YrxHY)l}>8 zP86t9b((JyVG}sb$bmm|aE`j*swzV?^_D*0pTL<*HVX5sFa|f6w7pB1snwYKNr9nAs79p?`KAJ^>hUUKo&#GBNH$Nnl07;0ThCz z@1XXZ>XA~v$pAbcFVjg>r8w#7tA?i?dk&yF@VWIVtubO~`S~OSolaZu1$XP#a|U=c zvBov2{{RXg>tOJp+mUbt_&L`@LoG{n7G4+1(pc0a`K-R-t6RfFi6hyLv?L(|6$-u~ zG7#SSV9A+jt???RNAxtOxmdW6Epn0^Ik-VX zoCAg-*fz~p0Ylpki5CV%jaXA8Fk)R%YkLXUl5SPo{C4}jOT0kTBpa?(K+#F@22eM> z(o^6!DR@T9ngISu+ zbdmaQyU(+PgUJQkI`%4pZ3?@hw_;YNJ?eG!L(o{1t-)+kl8gV0pP}Q2!Zi%Yg5e{> z2mWB$%#F1zR0TDKAf?Q%{VOy|mIdP@s6&8=Ayi)BuDzBceq_)pj{ zf;f6OG;O)}Ax6x#R-AK=@)L@w#A9Uz*eX}Ho4VXTMri;`8+t~uyFNByk5$Y=hR1G@A zFCbF^{SD~%_I*=Ai$Usi0Yt1|cIvyD!q!yR1_+tC^#R|~z7?C;Vz=?Nf!Y%ce!iW44JOVs&>?Se zntY93j6m^MiD)UF`#C1A*bM;$lWe9IBPHdV#Ml3&vLt&H-J=tr1&1&9T-+lT`69{U z4aT{)WT{KDXQL*{#_iIB_d)N5!hJ*yu6h${^}DZ$DUFG?2uBX!-7*|yD&3N-$w~Y! zS0@+2xtq1%j9?o2*Ow6cuB|0(25 z3R!>s{~ry!UfI*Y&@zt8e`zWB z)GTRpz8SPaRQ^NG`r(`rju1nxM5)EkI^YI?j>Vn97}T-qU3>(owDpwztK=`M1RqiB z^yjv3a`))1(f;i=_nk&IEgSXh?m$*3a1(WXLl}Hu1hyZUc=&_z325IO@8T~Wi~Djy zHg`_X7#K(Of^Pc9hdBQ9qaCAx`X?k`R=Zu{&DpK4kV2Z}X$G?K@yH$9R_1LN0nomdjI@0-x=A zyKVum(J(dKbZv6^()v7>sCgd>BbI@&)+jz<&L3B9tGxKol*eBD?tXECt-dUuj#i;) z{EbTSyQXoq>DwYP?Zvfaqu!sclzk^=M4+&>=_z_<($;P+UC;Dh?`gK)dCn+5VP!Ap z?E$*Oj8LbNw&Ah7#{)Dw`;rqoA4_M|nGNmy@S9;E5H5b{HOkQ(|B;-~ZRBsg@`$+& zCP68GMHgE`C>3M#Gk*IZ#Ge~8S#Hhcti&+|#~d_&s%>V-(9q28G(CD$+rokuo#^M; zu~;4a5u^ht(Ne=gLGCaQmkNGkYoEu_Krlv~}P-(~C3bfEDVNW;pl&r_6h?BrJ) zSlas{!h5Jth3CD4gzHJV0?QLH*2=BAu)T!d<^N--!^$HZ$93RH zrxTUHa8V~6O-!uSGhOW~1qMJNL1e1_wAg$ptSY0%vIa$uJd#G!mo;;NBG*OU2&J+R z0ditXTi&K(BfmVifhoUeLyYHYg9VeE%I?~7yMD*NqL2vlmVl6WqXDHBy>L>zYB@VS#K!{ z$(QoYmwhu%dZS?Vk>(LMPy;@rO=` z<_Djk&xiIfe$*A!Cl}QTI`@RR_WZSfStJzQ zJswuwTwzK-u;F0lMU!&}1#rB&*@Z8$vgOAVs{iZ7giTGts(ti)Myt6>u<&L*pPb1f zN4w0X+SOM60R;X#RQ$SdG6s$@6E@}On|O+h<)4!YW62Tv?nM}D$XcOpd(rpW`pYHs z&O8vUt8@plIF7H~!54x#V5+RYpr>N{8MJ8rZH(B11IBh&?oE@rLJOuPDdQCD}u7;0p9!k9+Tg5kDi zUfyV3bb!A?)UriWt}Z<{pOxgO)j|YF>T_?gxK`)}<}Qa|h^V2EH~#SW=M`&o z$B^3;{@Mfk9xFQ^k@0{S*)K0Lzz4Wg&YHpFBxu@DT?iBjIhPMgkRSqEMraT~2;xL= z736@hMtWjAVDV@53SbcTm+Xq*tjI0_60&B*V~_u$kEW(3kUWRlAQrGDZm^iSxVVB} z4h?49QWL_!D+CZ9U1TxT?f>NnME5OE}w4P z+TmP++ec2{o4C0f+Y|?)de3L2rUu{^V!I}Xb`VSt?QYZj9O?CIy9uV-3Q!rr(h=X%=vhOF}px|J< zG{XpsLJtYel7g9J7>Z{*vmn8fV;a2Fx%v6;AmZekD?)+O$|6w<3F!8@xh` zlsRl_8VJNVM%=g&mjR-SW4oGxy}bxzG%A{4B1mHa-MxRml^|a3?(V_$77$2?Dqv{X za9%+USB|b9F?$eb(>lKpo(82Txrd9NzZLQw{@nUNW~K<l&_dEzHCUPXkG7$hdp6ow=7T1TC)NXdHJ2Nv=*7v(T;XsP)SP&?g zh2$O*8$=qrwj@P5$`4K)YoHObV}#u5zt0tULU&_h8z9j_nEBwpFhSwwR%qV5SOkjW z8KU8sXPv1sGPm$ca1EqfL9`u0Vwx@9Aj;;=)A&txWqstW1v>b(uMELY4x11d2P9V; zG85iycJ9gVBP|_HRI97A-53Jo+`m`@O_^t}hX_7G5*$E};GL|;FT;%^=o}>A2%`te z?)?{gFaq!rA1?u!3*%8d@dPZla&J@B7Iw z7ITCAU!YpOCqK49g@q+=*PU~Wh?u18fQ$wtOFZy*Wv<)7fj{iw0qJI_uFh0Y`Gb!M z_}26h~L1CfM*DidZFwmFeWA)0eS#2~RlWI~XK z$LFIvD+>#mGsA)z<+Z*z9Id#@#KfcqB_p!)3;B7fQ#HSVj8A~yUF5&yM_3l*B=YXD zTm8a&f`)%545$~f-(AxT-8(5M?RWs{02

UPlIYsR!ibNE(R6I8s7?X(^>mwBFJS zTLGQfLmZ+|D1+nUYyq{lHMX)Q=H}rIb{eJ>xbA?Q@GPEM<~vgEbU0-`fBwAIuC=+@ zt|MJ%gMey0{!dKBNk~hJNl9%8z%7=Pl*H0c*4&}0djH9jKX9W}`+|ak9zJ?>wovJU z!d3!K0%avxdMgXnE5hR9Yl3S78tj;BdU|^3%LxWzOsiI{l8}_tG^MmU6pzZs#>FWd zxUZ(BhB<@pC>TMFfQ3Bn||f^(&8dMylSdmfI{iAbr(31 zyL;!(=_?;WmA;$sK6L1iYD#`}^?tBJG@2cr+P*%DPTJF_luDahW&pc;GCG{bDjOF^ z*F|B|Bt$3frLUR5!vzj_D@P6=CfQc?eB9i+zP=3i8@nYW!V#k37fsg`Teo`ch7Fm( zO94XQ)h;P1fp#o^PzsBM_%vd*D*vmlRZX+JPiN1Ic;gOMArW7DN%q7NB($X9cjBo)V z;%@=hu-=fv-UrtX(V4Dv*crv=d;dT&$34K+q4r>@Vw)NAQpSrLV0rmwWF)=SgLPI? zMMx-Jg9a=zIr7i=c%JrAYdi?lVw^RT+e=eZnUMWuU=Wr4rJ%5IBj$IZ^?SeA7WPuZ z(6G(@#`7v*rnuyQ>_=r_&`B@B1cSubO7E6{sF+w|OeQm$uyy#ERB9J}+v}DV7+RS& z!xgs=a&eCx(*eKZv&yQh?cS;8(i6#l{Eu7d#~N%+T-*UXj)WxiGX3=@RR)@wnbr($dt# z(8e!f{ocLKoMXGvGcpbu8;@d&K@VmMdM-GFpOLOgESt__LjrmoEVQk8gB{vOyS!7|MEFwmGi%zdmx%4d)w?jlkgbA_B%nBFYYokF{6}HAALQ_)zwW5~R+R}2mEm0mq_x#VvTPZ2Xat)rWTEM^u54dx&m~~}+ZKQUi#36?BuTf8| z@sy_ac1OrM>>jZdV4|@6f@})@cA}E$Ia3pp!7t&D$G4#J(U2=VW7QR)tZt894K+&+ zpaDQ+loiD4t%_-?M<~mi@$pf=w?l3uWEh|}&SFS7K^LNn0X@8)z-x&|-egY$-47Zq zW_fAhvh%$YWiDsH3D11%PlAfVJof4dx{a9RWFrp`kIMSq)>qn^zaqSETt`qh->v@* z^j7*Ux4RjGvxyQ(`@;Go)UU8VhLblf`!ZaQ%e55Yc*GIN2TqrtEe` zZ+Pb0hjQ%a@)ylDse3J&NnE+q83dH4PygRca>h#4!Hc~sO+(xWTW30`W2F69(>Cbe DX(578 diff --git a/master/_images/sphx_glr_03-matrix-multiplication_001.png b/master/_images/sphx_glr_03-matrix-multiplication_001.png index b3de56c9a48989d1e01a0de019f6c53ba31c77cf..9b02a483063a45326c688aa17c7ed06a98295948 100644 GIT binary patch literal 59770 zcmeFZWmJ@J^fo$x14_DF{rE(w)*N3^k;5gLJ=- zzyEvQwa$n0>3loue0UbmntA3~_uBWq_jT=S?@gq#q6`r}6+Q?ABKr8@y($QV9RLDh zE#AikKH(jmT><_Gx=3lds5zLsxEp;k11T7}INCb6*jgDgxS4%&wsNq4!@nRE4k zPL8!6?q5pt?>%_XMk^ad_Tou6{y1ED(qOL1VNMUBrlBnxYMh^6De*nOHbLS`ZE3&n zoq)nyhCt?fgFcrly>oL7?!z2BlxrEOd1E{Z@9sYfA$?o<^s++~^zZJzljTRyi+?wx z?H~UCoBz)lfhG}a@%rLOaP^zo2U*#-g=1WHGnLwLHfdcrBq9>V#*C7Zl7!TJ(J|Eg z6GDZxwJAr#;@JlWj*N_qwL3ri;YCFvA^UItInAE~0SJyn!<^#T-kj%d)#R4X^=4uA z+G?_a`QMdZcKybbFJDNdV`(D$SCL}t*GIz^CtK)&EYWm&zw^M0qjl%iL=8G*4a0v< zH?_f|Fh+dFKpdi2xQuaVSv?+8!h@c2zI+*}`1zCj&+>9Aw;BFpRz=g@ znJSm9@yO?LNh1yJ4j{kV3yZF3%8t`r%tu*S>k%6~Y%I6E*^io0~%+#DVrqT^QA)*ew%Xly&>jedYap(lc_P7QOlb9-ADSnn9{%l3|rbhGP! zW)-OI>+k=lpzxfXeaDexwM=jgyES+-k~M4bdpO<9_ARg#4?v-$ZzJ;L<@B3f2NZl* znVCUfl9M&IZyOsMx4Iuadek#KTzXPFyq;HETYH&NKkIuo_bo9I=D)hK!gI6%{P^E` z|1GkohvC_?z&hu3^#u)m{h>d=|MM_CwY~X-&*c&8!j^p{4PQz7$maAe7Bma ze;Ff&PCrg4{o8*TRNg22+MhqaDx~wl7KZxz{w(<4J%>O(S61@a*Ke}W`5vpxRNKi( zOXHp`_=|u1_z|7hPAlwYIu2LSb^1jnpCv+BI@#|!sn^{Z`IuT4i~T=Os1$j*}~M!ej)%-=(#*pE0AA`72a#LuleUUs@mFpfK7Ua#qXlg*2R89tl2*8|K8Ng znjNiQx*q*zXc2Hkv6X$P|6EmBc1jgyvAeI!Ck2+LrirC ze^wV99#Catv_8}!`pAj>e?R23;Jf%q68dE01d?}pG8yg-z0%Oer{l3vs**l#rlR%JwtGgMz_jeogr52?=eRA+xg`qLBadu;bM(WJ6BA zs3~^uLniJ757~y@Ec|Dpipth)#QmQB;J<%6ghZUa{rBolE{A!M6fPVWA>J5#QgU2% zw(}cns;PbPMw3}R1`wtOwK!}YI--2O!Bo4+!t0lXlv0_H)LC}C2$7j*hgRR z3DoMAnGrl8M4Gw7PBgQ{9DAQzBfW-bQnp2~3ii)Yyy1~5sO<%?*#CU=JT zbR9JnVP7F#ciPThw3klm>PRPh46Z{*C(OyC27(h8u_QOl5om^bKw>K6Y@>cv?>mgDb`uaV0dUFvjD9Mc*7i;?Np} z*=FKgP&!o?H%p|`72~W9x&J6q>^#`Yh#3Spw39pp5>%L_+Ue0(;@_V2_y2(_FhZf@@B}X4nq}*xGb|nRLS}#b@M)p z$jU+)&UPvw7>Y-^^HF06?gW;{x=x`&91zuIA_6rmL$xkD9%L&wx2ggYEAx0!oJ*bI zwz|MJ`%|vBWZAY0CHjTWFr!v!UDF1cgL=;Ue~LT`bKoV+x7 zZ7KGc4E*q$tz73uWS*<)Q-ssQDR#bNuLo+xE6p==t&(PgU1$AfDl$_pnhLo^~(=+{t}U*STa25yX?OFjuX;G@*k& zOg2CU4D4%cucnz~8wN`%fHAhOZOGa6i}w82Y0>iDXb3u`9!aa<+pK%@oS=sD-r{hE zcxnP~`1y#(pLffV1d&X?sX~YCO)QdP8h4-F1HXe-(gzPH&^>wt!Uv*lfkzWEpnWMo zy%?%a1brr@H}(UDZp|qO;I~zt6wt)RI^SgF&A+_dMk?paQIMVMIkwG@6%pfgc8+H? zi|+D}G1t!_8JIHO?p zbj>FmVr3ALkU-|L=pa4*@li2=U9psjiPqZa_23dcSZFDx7+ScxHJARDR zKJ#G6@>Mr`%fx8-o4Lw&UP&AQS@k@E8t$GTIa>_K;!VvE4C4-i%S(1~SdJeHw|f_; zerZXT{yi(O&}v~05$01`zieB7_@t=Zs5q5%FRHMpGhnj8eRZ(6@banf3aR=^CBuIR z=p=vt-r{<;4YyyiKK_D#X)LS!l)u^j$s}rDP!J+)QNzD~?sugC_V*IKUbsUL&Nl~% z*XSr*NlQ=o59zrhUM?rHEtR&6YqvFuoXi$n-nb`%!L>WwiK&Fd>VXV!E5l?tGfpN( zXii27+zZn6t4$;HF1*7)Qbh0k>V*2~n0PSt&~DiBGRaamzvg9f78rADxJ~}}7Z?}+ zCPpU(qZdIWVX3c;(xZD*J<*v!&vi#X)}b zv8&NDW>$W`j928e0`21ZPv_sq=|f&zSn5&M(Z?bsxpKo3sEZ zepHN+@dkRYIQO+1k%78Me{iuyJo&@Hxwti>sDsCJ4_j?ZwD2_b3kq|JXwvQIReoA> z|Ifm=>gFIeRX%mdf~J*6iHFB@~j-s=6Ktd?`}1&oX578+6mBy?hEKAlj9-= z%f-btj~FB@#x%)&M4l>)aV`Fk&GIy%I1|en?l=oem|7?4^8x#m9T6XU#SFO78UMMi z3KGvI!N#I}INF?NzFnUeb1wk!@Y-c!G)F#s!!hoM6`we@~ zTQpv;bUal?QA{lq*Qoc z1V(x|p<^vu!KGcLibV$hJlQ4I!cp3c#O}*s5V+d8$u@xfqNbfYp#8|A2o2?MYrtP= z??6xW_fef*^V&e4bHjJ6Fx9Tvg=1|}6o_SdKV?al0E45$33YUaW6rKmy#>qPk&3!m zM~i1|&#Ll9pf;>5oe0l0&LcXbLT{7eZaofKmI`T?qPs79J->hdm({=0g_ZIvi>@Nm zSm=p-#5Ai3#V+2@i5e$O>X7~Er z8M$Cd)xB*d0nuA?P*4!B>e#kDT!4K`RVbXWJ+IEgyPL=Z2Wc%e)~bSFg>=R7ez?S@ zlmCYt?+KF939|jPoiY32)b^ImRStNViDJl@h9-QXEz>Cs|5}1foB28KZCYV=NwZBF zK09@q6eghn(G=mnt4djS16I!wJCl&$^|QA8ZWKkgUA;Iydc`WgV-_qy%d>fq zgBtXd932CC;CU;Yiz@Q}*q~*bzGuE$S>a?yd#E+l;Rg-%0_~*h^SpZBHn6qbOorgr zX)~4hzMM4@zZGOY1Z~<+`}u2TrV2ueBe0$kR=kcXf(B}Ocq|)`EM|F+XD|KvWo^A+ z4YM;6$!Z#Y#inNWsrgEAu6eT{>`ZKDhRo|km2%2rUPq~}^h-p>k*2r}DSZ=})T#NA zU+F`m&+EC&iFBD-$1JEm|L*nChmY4C97kg=$A*nPiarZo=}}CER8)Dq4t%@x*U%!%wrd zH{z_M%2+Vlo!bh>6RR=YAt5>1mWzT*XIBAen2Y_!-54Ed@n69(838~u_dycR?9M)fLyd`*00jA<79cBI>A2?YG=PiEA zBCp)m?zxUYjAshND*iB`3lt#zybf9QzP-;O0oInw>k@_wS2tNMs)L6+(=lwgqdbXH znL@BRu{)otOw8@nE)tZ_WplUnX-olvNlDEA`5mw=l1fLzZb==+oRC4Np@%-7+#JDT z6y^jE23T#mKt8ueM4mWJfb(POho%onNFDlqhH9_@q3*+`acWbD9nb2^;m~?)0g%NZMs<3;3;Db1IP>d^Fal6B5V;mQ$aC) zS^vlQgPfXLs!8|6ar>L6n>E+}XVMRwDr? zG+V|5TnTcpZ=z)6&*MiNc6NDgj^rPDkJM!d{eCC>=H)UUh^5p!B%|+D4E;CDC;#~| z*lSPl#CL>YV?qJ!DJ2C_b6E=I4ea4;8Hb|j9!!*K1RB6r|Gq4Q?-*D^G90l*&U28) z_6u}EZqVt50r@I3ZQYE%*wAp)%ijl%CnBXadri(LH?UTP^e+C_#H#&rt2Cjr4ieaD zx$AbAon)ca)^$pX@4hA=fN5q{#8?=-T8%;|l5;?b%C=_?J8Z)+4jSERg~%Mv7azda zoGnE^v-KK~)q)CKr3Y$!Gs(sSbWv+>aHzl+EYr#F)Yp4*bKE?tfifpgsVvgrd9i_ z(~`Y*-MXitkKpz`JVXZZGQKVLtk8z7+4&bk8JS?Hl+T~ja0g(js!-DPGgPLC*saGx zcE?aAfr+nsQrFI$W&>YWX zbNMW22F)z02d*t`DiDhU5?$BraSNAjS{|!(-sFY0D?#MuA{;An_Qp~yvmRj{x!^k; zARXRNuCeuih=BCrs!Zvav(BW&gEvxTY7~8TjwV1TmZn8_SCxNyBx*sprA0mDpTeSG}06e?a8eWP%5+wtsU5Bei@DFEUmAO0|D9j6zuFJ&YA^Hkz!&z^W^dTYQ3A zV5jHLx18bJjto8rfkN~3Wab0P*}Z$IZxqzDs#@;C#P6VIdR|r?RDun<$hQKFxu-Xw zp$8jzTPL8mYLLw-!Hg2orXN4Z9+U6Mj5WZIryihx89A~j>sqo1)}7YI3M=}$5z8pF z$N)NtnrK#i@R0AzzdI}anM&(fvuH?0=-C8$=Q1Q{O*OWvYSTw7Bl$s}&gUdCt@&Q<^(R>CL)v2eHw6l6X9hlp zx23Cx<2=%e3dM*geCgvl^ZV)&26D!jEjxT=gw=t(ofTGFAW2BcE@HPq{XWr;7L>l_C*SvNigOs;br{ zbNNx)Y=S1z3ON=$NW@;vLKqP>6<^n!?-ytBJy+JYjKcHH$dBI=Cqf=B554F%9MNp} z-B*uB?kh-)y>LxZU3tM$!yUJ4hM9&|My_He%MhkGo-?v;&=tco_1t$dWiL}cIXv_% zp*is+UEJjz=Jm@lZuu{Si=N*&o=!u~1+}Z++eGyBrELw5LtzX{jyrn3RFwZfIuS9v z*nBm9Ggg3x*3dyXlGAW~cX>}NxEvXxsq%lCFD)HRTR>8_Clq$&Rp?t<3U1_#bMa%f zYt(I4AZ##F8Y(2VSX`l-$_F&hYdCKNoBH^yTf@?VKg_AGJ#?!XY4`iIdsiJx3q8}4 zK?5XSwc8xLL)CV?Sw4c<{q_b*3(LjtrNJZH&$y;#-v7w{{Rl_8DIUJ~qEFY%_T}{3 zI`93xxd#s*9!j!7GIW7Jri8V&Cu!Z*{MZd-`;*gTqS|5Uss{8_q&@ak?wY|pE+;?S z%p!~n!tK$vtuK*2*(LdFkrIVLDeA?EzAPm?}`JbzRnDTPRfXykm4 zr~4f*V8XIq)$-Gb9&Y)h7lr?cJ{|3PpRDD|r(8$ylBRDMvN|YEfe6Y>q;-)#^c}LDUV`l4-PsY4dzwt zH)p8B4Hrnn)u|5pj`QUM>FBAe3*zv!J>I8KofKl)aql@%naiN5;!`Otou;$%Z`617L(exz=OG*SM&H>vxS!#;u|LpyKRtj> zEuRYwvtrIacdR=`OEwJ}cfk3->Lm>hea<|`sT!L+JhYy(0M38_0Rh_Lc)!J3gn$A` zE2-}bYdV{I1-Zx~^ABzR8#S`Y!_idzw8C>gZ1|xH7A}#7^M-S?f^;}trlL&5%X>|V zN(>;5@T?SpJN-8L06I~zn#fE!@576V8_x~o{6ID)K;fHI-hcJh2Cbj>{O+1qK4>;n zn>Uod1Bx9`o1{ymLb~LsIJxypv5&ZT1z(rDK^xn+Gb#dKwg8N@)hmvXz6{9f)#iIqOs5FddHV% z)@i<-AH<2r_;kfs`D||NV7VqYozKr-aPq2`4ifT#A6pZfSzIVqC)#x^qvqrQ7SvSZ zwmYtggS9cQ2ctUM%(K5c2=2S*cU#wo?Tte>uX}a>`hW$*q=aCo(3=yzZ1m$~jhzpi ze#GEi5&GPp@_t2#hPZv{_+u)%R&x|>hWfW{&(*P*Stn;wi#XZkQSU#g{A^E>$6Ei0 zQ)?j@sooa^gpwNb$B7}E-8XWA#FcFpZ_k$(TTX+(2Lo@mYI7vO;@`gyI`3L!!xr#J z!V;9!vDEd@h2BVQl9Y5*L3^RRisV#r4U(3HN_BHaGZ1ur{ig9CsNNS40R?{Zkg)@# zgK*V#5<#mlBq);!kg0#dsfnWO%+(Q_YtrAIYZ(udO=FVx$6_0#d%DY^_g;y3rXN2srZ%KYJ+>c{;jlMKKpUQGI$3?EbxyISXz{2Gt@Y zCzQm+-wpM+(f`_!@PKP_C|9d^%lEzX1W#o1o={anUpW2M)X(0YZ!Zs4<2;#XeIRv5 z-I8XEhrJw%!VP<`R7Au`h)aVfBAudz(cSz8si`-1j5k-S!HQ9sXv0PI`5~5HmseVA0j_jyu7O1+beB> zx^){WZ%_XD17%1^Lk0!h9D2dT>;4#%os&I*x9%q!EdEF!wzYNDYEUoM=6Ksi}(?>A2QG zVnfFUQT6X;WLny505CA+X`&~)YvRumLt6EOM8gDpFTN*si(T0crg9%|FnOWWc~)dI zfqd0&rXj8jOhq^^zo!b!Di%qzy{vx1SoE+e%j8V`XPpm`O;mD4wFh`RYO*Zfm?(c< zMAMaHz?VkIAB$=4UQ4__+dB7F$Z4g0h5PC7?$P40Py|T~E9AvzqPn_SUpq#Q!a$S* z#}9XL*8E?%jdW9uqwU!(VP$TKUtZXKiUkck ziM|dGtHsY|^P00AgYa)NhQiG5kSX#I_$MLsd@I1_#R~6kly(!mbFjAdAdqpJl@&N* z9!Qnc;tl)|*rS=kHZx5dC)V=$`H->6<|b{mn)UexafjHrDY=5NP8nPf< zGNz*r6Go=*Fj(GSb@uJ{Uf0zI&)EM&b0# zX?A>_#YKpg`ZM1b*w-IMR$4;w^o`hg?6Vk;v(v!ZkMnB96M3Ngax&YpUJ)c>gCQ6&E7 zf^k^Tf^z#o`FEc?*L!2lW$_j0&Y#aEcLormnV5p$^kaSMl*giUddKAYR98ezI)X@d zWrPT}TaKXmN8AHYPYXkcfEyGFw*pjg-)tcm%=vV$xZvX0i|k%!H+{w=$vtSn9;$SF zzPiGqqhTM3#6)qbzmhv8w54KXlM|(YuI^J>zzLzoj8$p4{O?ub>*v`@;chQ-CSvD2 zOqRQ06fFi|l#+PyPj?F4oSzn+o?C|{dQ0EKp)3>IFszi`A3sw7`Uany+qy>2iX54n zJE&Npm7QPQZQqDrqoZ*)I<>|wBLwuqr z4U{-ZlfD@fz1IhYm^dmhAT{{yu9zm0xip{`(sLP4L{Km@TqO~es&YiG6_wU=E!)y5 zMV}8MK$Hsi^N!e`K!L+p3o?6lZyXBcY$#$9#?Y%Pcw_UT;4y}I9R4KY?vQz3=)OkCxi71 zja~<_E;0usGwXm2|ri|d9jUaDLjB_&T*3iJ-COTJb9lJ<3|$MSl<7*IJsKLK`EmnsJG!fLX_ zjV)P2U94vT>_5V`_Fhr`sbWpa!fkKdG+JMPs%dSvC)D8;jt<_xN+d-nc9j%xkqZyFnR^su!-!9%T{dc({9-FI>D z9C(v{jck75*MBuu@4IFh1nNn^3$;hsxCc$F`$SjjL0lucN3~E8*Gkb)DZjFW(9=NbIvK7 zs6pMk_3u{7x<9)0jan_oN2qyy=tT8PXWEMg_F8wtUdXY3U%T%k7Ss6I2hwCV71S}h zjm@q@)fv6tZk4!~e`hFsgDdz^_V6L)E-N!nYo$W=QEMp)sX4L9#1Ad+n~M)1j|1QW zt#E!J?Z#~}P>3O?Kp{G<#%@F!Zg?8gqRyn{^K`)zwvv_x_WS0A9*+v7U*nb%zOo84rcx3bTG`!?`(B4kr@i&eYaSRXZd^Z;UX+6^YD_#8jVmWX;#0*XZ z_c^?i87&@yRMtF(J~YL)?>nqvIBjy9`Z?5q(lM`e_;SlIr>^hC4Fn`FUnDH2#k*Gp zwmHPR9vDg+%sZkl&id?wOnjQR1E<-I>n+b=lZkW%fj3Zi8!H9^@LG7LHMYUNGQ5}@DhZ|?I; zEg!ZHePx{3>1#(ykshQuHMrEy3C+@pmOF`Yb2o*Af$!r_jBEl)U{^$(jPe#_bw2Ry zlhIj|_s0KiyTUk|mACgK%+kViMKjsfGjUs^kIa?JES~@li`~hZ9U{DM+dQdXr@Ct# zpHzU4SM8u7IRo@9*mM9)O)ZZjx$jR5Ev9S>vt6R5mIwmsNk3usHEA;?_}mqJ{I74< z^#yL+VhQLYWt_`<%kLE~sBCNZwo$soZOLTUes>`ePW_$9b$!tgTEmiFrVW$)(Bh|X zML27}fzde01Ju-AJ-=&}D*ca&>f7s$`WxdP!6oJ8RfQcm+5vGIJ_Ak8`)1z1+(1H| zE{j=#XCth2N@KWSfhI*UgA1_3%?-yddzio@bvF?*&TB9nbi7*wlYl1fMnywyC{TM* zvFhl~lbg>6c-OY<^F0&4iyNDdT?Ni$DS47aJ6x{8kmyQ)gdKa zO@CYpuN-xl)vHmAw){}+(N`bust1ryPmIQ? zd!ze`hNkL#I3}JHwNV_vDAFyd&{%n+wP)g_fXHJ|bQ?rTZSi{b_@%d5h9uC~_7S@k zhrvHEM1YURzp<}5br5MVuhtOu#$lTVWG}FUOGkO|2;f--{s~{9B#m8)za}jHyeA8w zbI<5=oAY*1I9j5%S5}Lmi^C_@C{hmWBoT-6nqJ{!`-+hr)afEe0P=S_bnAI-Ka@5d z=W5o!LFz_BAAR##0h93!R$Go|XQ(wwf2~#J`5@nBJ_b~&4#UEb!*wN_^K-i|7TR_O0Vug;vVA!hBx$i& z(9G}TS=#@=5(|F^Z2I2(3ssi3jYXXAgL~uRRLF^a&oL5iOxnPDjS8P}eHH612nx0V z{g?5(G_^tY;j4}rB4Y~`!K2%uwr%eCukb!^wnj5{PVJtbx!`|$rZ+T)l)04JM0Fg^mssUbYi(l=m#=KQrC9nQA?qkO>Jy7sR z0Thz*wzljlRM&MDb}u!}KU*kStvf6R%WwYj)!2k$-U~LckOG)?VvnjBx?D`{mb3|laMB&7qGQyLH@;JW3JXyZI}+&(1|HwFWhR>%AO|UY3O7IfZasO? zSIcpbr}zYFl8cAkD1Dc@I%~o=7D(e*QL8lM_27_t-~zxHcMNQcww&+3_MIb{ZQgkT z%A!BS);KG9kn!^q!Np1TuH`(#*T<)~&zr`|6U{;iG_}hD%!DTvz1+w=h<7X&4{z9> z`rk1A?5`=CYfgRi^Tou^snvmkSq)7<@lDgw{mW(z z)gdhe{w7vSKGo2oVpn~*;I}|497?qLljWJ%JXh#;QweN`eXZSrbEP}R8kGQi>FISo zhE_xV8ZrjbsogvbzhKU*S1`$(Xl9m4zO`ldzyX@VWLy)==WM!n-AyW{ zdVt7PMLY^51J#DF6tkVP!F&zrUi~YdKr5`ZP z*8;@6n?;s^;vJ$F>IJ#jIF9o;K9kWhsLaxkZfURTHs}VZ^}G+rc@0j>n`V7v4%=Bg z>v*0FmsM3zE0(&vuCcY-)%LhBLwkXt)Zd(kRHmDLtD=d`x}uwE=&z2H(6U{I%2%h= z*7*enD2V^$-c(z@ziZ)uPUm#y&{~X>!_G;+_wtag-<1U`%d6;++RLk9C=~bHYKeTp zu6ntA#dvZ*N3|yNlfT&Nyy}Q|s{>XIk#03W-gew<-%;pB^If~0b8bT^(tk;R^5E_@ z+G2aI%geV%zCeWPm5q35+5&zw_`L|KG{N#%I?p;-Rm;BBtnazbRigiA|K+$0@V7df z{cr!AwnK-+LLS3KXd@aOBSlSl_sfGX*|vmtRfpG1ZxhkEd^GZ`xL$Adant$Jwrm(_pAQ`cewq5LdE%6V zC4G9j{_Q8a?(MEuA_f3}$WTcVJku`n-cylG)+Z75ZqK-mgC9eG_f330r0qUBD{1++ z7X}r6tM!jdmILvuv0EGV)qSthwjx=f2b1M_Tdsvx*7Y^R_PhkN!bsQfu>yqrQePtE zg~)|zinzhe->f%yT`_8@=@2E+{ALmwc!5t;6s#?1^nTriU)HRnnAtqzKapqY8Oda7 zomIlqxYF=A@ZDOx!Ba_H`8l;3qwii}XVyyVnoQ4(ZnY)D431Q`2J?Fw@-9(R4Z)22 zGg~HcYwvLgQzH2C6P~2WezJso1R8NK#w=;mWfwReglJjIuo9Qzgm+6`rJSB)i~W@S z`Qns%{$S zY50J=tD>)swyO}WdY)@(E6I4tbK!pXM@BK02lXvAx1LdYi47l!<<|b{C)4-nJjVL~ zG(o(Nf~pr3Xi1v=sdt~O-IhVG>|d9xKQ<;df~Ko9)}Bj|uduhSx{fwABuWND52{Qb z6zR`Z?k-*XY3A|eGl=MdT~$uHO(hd z@}f4qjJemfdP4Yri9$jr?*-y!##=h$kFI?a%3gPoFfyY|QpQXD$Q2U4i7Z6l_`P_= zHBwL&{#q_);s{_ct0kYbWvW?(G>Q6bUsvRt5?mx+bcS^D=wN-&%Qe2dK^|qQz_OdiQnw*U#))5*#$poj0nNhu1ypHsB(xR}$qFDL=}X zAGK4J$r#`OJ=_iJj&S{iwl;`24Ou>SH=oW}$@Yo&w0?Dykc4eS#$THGi*;Ji9*v_# za5gJ3@xLPYtKW~6;IdlEp?EfPEoIG?qJW%HBC;n7!mXkTL0di_&g%X{8%3ERmV!qg z^8Fq9Xs@22`L6k})b4ew@IIUuC@>c6H7tcSQB&=6i0Lbk+#QBPwq8Jjy6M!s4`XQ% z6D;~Z<<`bTNbm>gFzto>F@(XjXVQY_VKN?iN~tj_fm;z-aUx9yXx{6U(Cf7977a2r z-6smr<9SpVAWbP9e;<>SYz`b50kJsWprWq*;4j`7a$8j@5U_GX?sd?0I8L2}gy7yM zD5W*DN|TPyi>Mu`)gB9qmyECEuVh6rqlE6yPI?QI3emoo!aMb6G_06;I%m$4hl!RR zVR`iANoSc+$5gG;vJp)c=^y2T3uvjJvgk}#bYRUbY`R5lCi5*);T4jA z8_ZRUHVoMMbs3C@>eCCz_6yQ$pt`%{NS={0-qYo!<#&N^1=olJr1I|XgbpwzuytD6 zg2WxJnJc)weWiySqUCxEyGi;64~joOHoiUU_qg08~S?GDOnw%=)$sI+($->MW63-;_=M%bxRO`OevGtR{Hc4CSXSY|#G=AF_AhCsCPWr44rOj7`<3cb@!x)WiRrINc$C$?{EnWLPoVmiVk&sru)rJT zBIL@Ww)FCQ<&QlBS}$6l{t+Q}tfr+UeE-<%`;Uno*-~&7mxaCB!!Yxiaq^BERhLsQ&f#<+Cqz@%j$W`U#@+4HvI) zE=(}=MFTp$!0ENRlGRbw|FHDOisI-OlJmuMWC%e$`E?pf+XzYn%L?e{h=A;0eeK zf?}H*|dfAjNAIqCB}A#gI`0TKd28o zsBfOv6^}@H46)!_7^K}|FvoBCMO*3VlOM6-3)fVWgSEs7^PMt<{+%I;k6%+#Wn&|c zp?}Yk25o2HOarzZjAi6PwBtTMECIU4m@1$T?;YhUBBUG#K=JrIo9_3`ZT_v;LVO*((;G3tBv88T=@PR)v$H&>)tmsJ zZ3I!Ior^;|0KsES-(`yFf*LTs-CvQS8O1DYz{`=7UVIc6H@<`xpsTa};n_Op=`tf6 zP=7L~MOzR!ny&bkH#;#=%HE!%Ba8^;7dvR4r<5%QjH4ZtMQcR_TXhvs4h*LCzwsB7 zLsVQllB}0$)hdIHLF<`#@#Tv1x9fHw7T5I3$@b%F6}yjdAG)az{*HxZgA$Fr52dO& zN^^6~8>((R_XNq#VPNZbVKkZt8oWsl9z#Ju(VAOC!=PB(yV8LKGuvP1I#CSzN4TQx z`RhLdB;n-*-R5Sc_3p1FR8CRlt-PUaV_Xj$R3{vhBWYcq-1%g|FIc>kf>1gl8u@^O zS0S%Q>ph^;KKM?=7CW-(!W_yvDpnvWJYy!J(xVgpo{wB6UNH`@ld!-6Doy zWF%$82s`5#rV73bR_tT^je_Am}aFll`=x;nBtXg%BL_Azr9%Wq&6 zddm&JUp4Dg;Q7B5G>?+ltKa4T#_u*qzT@BqW3?;{o5YEBU94x5NbLEyU;)F2Hlm!s zP~T;_Xx*IstiAim?%%&jS8`AqU%%ccu)RiD9#^)KJ*|7S@Ob z>4}W6ydK|gW@d&v-2)?BW88#8q^DC4P6UDS0qzgt#RQ( zrz45reO}o1**i}Ju>E(NBQ?dF~g{J zB{v++0MLtj@b+jhh8$`!!$)rS9vCQf9+RiLxl!R}dgJNWc|@p4AFW?ldWI^I;K>04 z6FRgt!wT;$-v`ed02qIFb#hm0u_y}c$DdQwP8O!nFD{M99LU~)`b$X4yZhX@4^8of z;AFG8U0l>4KL87W1~67102f^LW>fv|Zj#gO>mz^sVCJab$Ys$x`rnh1)@$+jPL>06 z*KF69pw41b{Ye8IQ&6p$oC1A|^HAV8G)6-Vx*asU`AM-!bVa&~@)xz-f?-=V7zmZo zUQD>bkV=m=%AR2j-%F0VAGec!OQC75;h;%_QtehAie$OsU0GRG8*C<~r8{!H;mh2U zPTcOl<7I_u#i{l#jy$5=KG(%&DwTR9W)oWsBSw=(K=t||B?H$lIZMreMm_0jhd0<* zMOQr_TFharPnHx@T=?cS;XqCZ$ZZE(7p zMTb5Ix@Q8&8FCP3#gm)B&OJSm9>9Gg-Q<)VD4$>W^U@bxl~q2X(zBr?t+v9R`_2VV zpY{gQRgW}tdrVI?Oqn^f7_DeAPUYP!N}o61v-WjR{`?d6 z<>@hQw3kUSFf#k1jDkmix~ANcN#n+mOc>&(Y{tMz~n7f4#(mkFjYQUQup61SJAGsNHE4zolz@r>Un2p=Tu z9#+~C_IpI?*t>?_JUF$b^gNy8P;bjeKeQoeqcHCfw~@Wh_@nFc{NGP#-N{{bos!j+ z@ut@1AMdN?;c(>|JQDSoAL&sGrBqkycB?SW`!^L+67Yu1#jnaK0zLxxcurV|lLe;+>HE**-nrb0^^e)s^gQJ!mYgRmWMoKWow zd%vcFB^3ifFTIBk2zImwDNTNyn7-=rJYzh*sN$hk6!K#QX1#0I9Z-tAGU)&!0Caab zI(wYNKBYo(PcEM={;hXBrvYSF0IB8!YP|aDAQ9Y@@+rqGJUp@)&rPMxC$5^ie1&4^ z`ENe}sA`aX!dw1~h;s%Z2NY-iRl_#7VF^7ILYcorarP0!d&nTIn6%}&769SLX=ZZz z4gpwl9vkL2I-B_jByUw*rCh*S4pL|vymUX1=%H#g5y07S6d2jIx!dkHd=1rjVrFXk z<;#~=0H;tmtw16F-yAgW$w0p*J30FmW=Ic&b z8=l%GlFg3wb57p#Us~dAx=fSPN=^G38>u2`RcG|3=FW{5lziIw?Tt|8=uV3VYGUf* zw@=aWey0kll4*2S$b0%{-)HF7kz#=xJk<`oSgv@19EDlqgk;yS;y5`%Ios-j9+u$9 z=pI6LT!Lw{X%8IzB551fvUQSkNj&o4d@pP6sVBNkkEP#DC|=_DHDWoq8g86;qnqpX zyw4$HOvbgg}DxL88mGt#hBll&Z zxt_@x&~@XvbJl&|605%3ef^}obd0S$na5WQo3;XL@nvB~I{-D(+S*i^!tUnNKg~q$ zu8(xR5ZWzyW1F>`1?e8gqcXq{$SX=p%2^=jF+YFq1cX5P`8I;l0rL_a&~`SWd3SKD zqj8Yn>D&^CuR^qM)~BNH{iX{r!>hd3zub>Dz;<+si#ij2E>J&c={I;=Ri7!9=)E7> zn*bx1hgHUcaAl?(q_#DNSaSbZV{=wa^M~R9gXT_->LJNcF4n=F7TQlF|O7Sfa z>`9l7B~WF3E=`OZoXBLBmNw=^-w1BGkY?u~4FHpWw+hs@Gt}jvHJ1Zn{MC8^!ey(j zQ^7Aa0bp-9s|jCPFUMfPZ@tKAOBONaEM;d)*D?#flyn|ms}btg8$_GfF-_gN`m6SA|o9yH($FVxAtp{!7khCS5?WJ z8r?Tns8@4oQNx94q86s`OtHU5O9`{y=QV~emy#T_C=UsXnRNIU2qxNc_(uRO3mCxv zp7({jCfiZYBXbM|D4N7m%?jYawr7z0F3_#WNVO&`Hc=!Mk0|3!&OH*qIsk$I5&*!w z%b%5pq;{m~(#|Qv)Y`_6xE9|^R%-x$g9u2cN+Y5mDBX>S zV9*FiHzxjT?60f zyNO4BiMm%)PMNXmrW`#4%|k!*tx@?!j1jZV#Z$)K>pxvy&uab&?B-uh&3ad5=!iG> z?H;mJ-^+OrGJcuxT|BZ!_z1#xW8v;f?{ z#S^f7G;T&gxH5$zAyV8JuLu4n#L6o_$s@^B<{XF+N?Bc4=9d7QU-BsRv(w4^cnJOhz zSJ{u6wID>{^}E`hbV@_*dBJ6i_~z^IYuzZWe9hP8#r7*oy=(6HdH0WJvi`leUtb?F zFAAo%f9=ur&F4kK<+3JX75C3fqtmNC?Y+%-Z`O{hP;G)si7}gZ9Zr2)DDbz`2hZ{Y zO77uI=o|t5Mk(R#%RYKr?Z^{fD`2OGaCEp>&*2gB)3TF2K=(q4j%MD7jr%onDd6y2 zxZ=VS0+Xba7t=Ah2cUm^Uyx3B#fQQRPl$_M&35^ zBb{e3b?XEFhs3lL^$}|330{s@&muZRD%RU`PHh(>S^`=O`zf8R=IvyX1S4M# zGVH-j`WB!@JU>ck7(kAc=t1SCQRBg}BC9fa7`DTn!fMOY`XV~z74TJ1MgB77lVp{> z`Ah#7UL8NE#TTezmC==NDjp|Ht@HzJT~B-6{@AOw$w5pzlld#<+>W-_LE}C_c7Z;R zh5&TZKcq8g2O3iqKnA@)cCx1yO{maCasPgro73%0e!dfy8W~o_Wd2oWAqU-Y9c!3))#Z#kpxrZ;O^rPiu_N8ZHNPD^~ z76U`}2I6v8r`M8{f4>6+Vn8qRn&p%)-!a0zFCZMxYOB3UIQbDEYrpWO+T)e5u#>2m z?N*9huv%rdXiG{e+=LOor)rxm4c+-XB6AI4rOQideUE|Pe~EqAd3?)`>w)1dLHmpN z1IE$bikKYFir_WMj1piW9`CCb0s-U_?J_2EY+}t&oAr*wP>eccaK%V`9fd}4jSjR) zI`y&e83HnC`F#T1&K`L*;qclkS!UUXsWtM7r-(#ws;Q@6>)*A&UiKH|)BBqk2M&!O zUHJ!@PfSz$&a5t-v<|nP3tu4?yQjFLz@dXIJctBY+uc8;yQrT@i~0Y;0986jCA{H} z)?e$^apdHZrtVdV$(X-22^G%og??=H9&!@JL2 z;4L#q38G6wf9uf0EZFXle{_nJAkFnF@LxH{@yQ!k&$vjJ2EE5uQLe|r%0`!c&$LMZOr4hS%+5;h0mo zu1?j=j<#2PD_m@DG$_yh2JD`8MC=S7a6oxFiK%Tb->7S)+`ZAynoUhW;1Z`wl(%~- z0xcCFUy|t0iA=EQ|B%^>n@QAP(L_)c{55o?0jROpg#?>pNbh8(`ms#TE{$JyOqh;=c{ zS~nAY;Bo6D#hER6QHX?=*lXzUFlu%dOwbE)WzK_A!W;70bsn=G%xDgf6 zbexZN#f78B^WSD8b2|ZeV*O`Fz1>|Y0j+xTjg18RZDV}v7N^NX@s0G)X!W=K>?(6t zjG@f_VeMiVj(PP)ffVZ-&=pNK=Sd*zZ|baxe$uDe8(eeSDB37eGyZi^30ZY}_~_2` z&KQV6;3#*&=mBNqV5Fj)ow9pLWm&(U@*VA9O4)!VCF#Y-2^D%e?r(w{W;_~9_M}Qs zZ}0AIUEdIo@THLvabwnAtWsKM{a3uhy100oR?SpITl8*ucg;`1)5IZ5;s`vCP%EtI z7q?{j%|3~Jqf!@p=u6nM{`17qJL7z^waqM)?Au}s$*>@gmf{n2b+8b$ZxU?Z)qO)= zqEicw_vl81^S^fQ^MAwry7|?VFt0=6fsxL!@HVx*bzXa}D*rbBFbUxsw-`!m;eIE@ z=6_1FBqS=jjTQXPZe7=rDhba4^l-whNS~RO3BRebakH6a{(z7PVH)WzZ2g5}vMuOO`OEYHn+0jEgv z=#De(KE`e;)oJ#szsl;hZ3Agsdf)>fdjdBV7ALws$6I)oad;*&7$h*fTP+bl>68V0^4dgk5#gYna&0y{ckvyF6xJlbsTsbCk385`@x2^_%zE!rT`Wg+Rlx zq#YG@LQ<8MIF12dzs3&6>$@m7j41_6c)ie)7ba=j6lthJ?lewX=Pcr|D&WQGzU4;` z7<~%&k>O(}uH;1BJJ^BzGyKE32szTSuN; z6BfB`0&-IPx@3)XG$>Z8wxvJxTiC=o-q5kFireOm++N+D2uiP;bID#a^Ish^32C!k zG5zBtR^!K_y8p-^8KCVCjw+i?KltDh$|+anBA0oKd*_K14wPwO&LtwpH=7C{zjFk> z(PWMs`D1cMh3kq`)j)+&TxZVfRWM6Xt<}~Z9!)7Q<b;hNU4ydxOL46f9SYnFG$8|R324~ zc`$gc-mZm0cB=tgjuJtEx1uj`-l6Jfe$Vh?bc`Qcl2I>c(LsLBOHT}XV+4{$<{|P6 z)BxF6EKhtD)87<`8ggCy$eY+|es{BkT7KEVNZ;I>$~xtxNZ!)yeFEv3~iq=NTdkhR7LRsfU z_Y4W)DwF7@18iu2wO=|2Ke%n)j_@|=bEUV$LHa?M|N7($21($*fAD+(1Q3LvaD730 z0dX%s^Z%|NWZ#eo8Th1=X=)G~G(0MhcljO^7OOO~$#O->!1r6k9CIz~Mk3Gb5YEo# zO%`i%F`>M=G-nAF<}!Wb4G*~B4x8%f{Jo4hkX#MfmPTXNqEo!U@vzjIYB z`=o04n=)Ra<=WTEu17YcyBFVAT+Rw&D}T5D)SB7&04Gp?xp19jIQvu6axUq#dQlWk zU1eHTzaf0yQ&T(3Ce@<978=# zEo*iQhXPC=?iA%&P!e37-y^{F^oDw+)TE66@{Vlgpnl0jw(jFJbhttxU*|sp$Ol^< z-6}N^TVD2ce71N0FFwwUEi$0teutY)FEI=){GkJ1XZtUw)yttwn zqSn><%+f|oHS_)P(OXke3B&0x&6#k;n;U*;Ham-C(p)9aQES^)dDGAA|7CX1 z^49nAe7zH*fisqUJ6Ag=I|4ZQe^v_gng=Rd$B{|7oQdS*3f)pP7h6wJthSsU*G9R~ z?*7&n$N6mCxAMuFRbg;a2cffK@o2&upZZ&j0?bLYNmrn+&*xBHP zgWAkw7n`+al@lh%k^JJ;YkmuKA=l(O*GVBt=0`)^co4nRwUUjG`&jrkNdKs4Frl&l z7}Pmp)qV?EATTUv@io=5{thmtVwDO6t9GBW3DKl{!$5*oGd7JGT z=Pb-_l_bbZF(1YU@^27Bb&v6*dB2=yq_*){%FbJaH?}+LTOGe^+gEE0ekG42A8rTq&UUMfBY&D-b)_H!z6>sw^yjIomkP+ zJnY?c$c`i&z7jiUI1!l}h4iCzH3_z>j>~}e8yU8*>owO!M&G^psA+H?bi3m0 zLYha|p<&Y}=M4}y!NDE>=9r!5_6*`g8<3dWIRl-~7)2yMoPI>#Hpdi;Gu$a;ubsmzz;-vk==BWQ(CqrZ`fXsC%?R#($KQ$W=_ z)>}57_8P+UhTA;RI(u>G4bKrJ@%L$_0m=I6pP&nIf^O= z**z}hFv~@$x23PpKk+7>bM6o+I}7s+*X`|nPQgd-)t=(r;6=$_^T0#fs3#2hxQvG)@@r3 zQ+p-1x%@wxjY8Ko%@a+fpd>0AbpTIVI#3wm#`^TRM29k~>W@jrlelHm$JBwN$h5TA zT##5Wip8<*hG4xw!)_R9JdGcvp$al2n>Q&)*FIAsUbRR49ZY&BuTx~G*+SK^I=c>i z_`%sn%s17f-twxRO4GVqL&urClWe;KmQn{}I}v-*y|m8mG~I3f#(v!)>|4X zkG{la9v?wU7$k2_ykdRy;^@5VkAetBL8_;S@iwPmtNlX4%qW$@Z4*$+&(q>DLeE&m zlFY410ldIG&gqy+WeCuechY~VPm}-w;BSg=>bz`&G#W)kr|wQy?TjhZe5`l8P@zT< ztid<2N>RV8@$J6}`oJIX5aIiOH#O*6Z-$7Im(bJSI7`IowFsTiN{?cVM>zkWx z9SSnpMHA6d$mayAV%D@N1=2?@75nkGxu2`|NbNG>=iU3AGCNs{K*e8L!LuXSZovN% z&ozHEI=tt1S7Nfvtd_cAXVTNu`05ofR4ewPnd)AVl<@S+RiDnDP}W)hd%bmJXU|ge2RnP!)y6wr(Q{oY4pmTCC!nYJVqe5!_oq^-;9q-x|@goDX26*;;XcY+z&ZV8qxM-hULNSE@>$u6hg8XONXZo7 z8lX)sEmIRBh0X~2YdGehf4>JttfhOJf$1M*P;qQ=vr?`sMM8KPFI)Gfw||{z`G5`g z6FHZ6r_t5hQalE#FZ#TR=J{FgPm@yeIp1MnnNc__XT-~B3*Gj{snSuf{#?Q+J6Pzp zorZabxm`i1-^$ypnPciQ;y8MoaoKJo z)S>rrfjJE-@s0aTrZKL;^FHDoT{!Q5FKIvb>1N5bmHl;Kl$@Eo%u*d?Svc9AF3K$n zEgGM$jV3ce!Hk-^QwficooU*(ew{ZaEDD941dzH0RF;M~Uc=SYiTXxAT&SN*7uLOu z^!I&A{meVcR}Ln|M%OKZz7VHKWRA(@GQDkf+NfVlSS%2jJ2B?W!oBAWNqfON1t@y% z0eeXk^KWGQF?b25eE!n~>5!e>0K>7ZVnj$_p%nKzg?pe-%_EyX1UrnP?eRT`59 zH(F?S4LLLbs{LZ}n!bff0wkve4T=SWY6U!@I6=+eBEa;s4hWh~+14BPhif9-tB{=aO(8|fqy@+&Q>v)fJt6H#*60>{<@ zk-B9UZE?r+1f8czIxDDrdilk6j9LyVJzK9?6}MD~iS?vg9oswwW1yE6A#vSrn8OUj z54Y-f;E`SYHcRszFrUIueGArcnaGkrAm9GH-;&Qc5P+A%M7EK_#4>*P3F_Q7P4e|4 zz|RRusG7AIXNH$V><*X@`umYEiNKTi#yku@m#}2HOnS~oO1FdgRldEjGG_g@tN>=K z*gik_^FL&gK)B5Fhv)@P| z0}T0?R5IAM-2XiQNr&UUrF+~fxN`4?jqCf?Mr2jGR8?=NH^-IkmHH5)$elT1L(8^D z-3ElPm-y&k?utXDN6Phx_k&VfS44L)&(l7%d9ud<`25b;yfyt9%}?k-F!;8UYmIqB z%GjC=3U})luceI?9#~&pGAPH$X7Qm=4LaiXvABoNmS2U7%~_W@7y^R1J47pwYIEXU zy+$)z`*JkC)`d6I!;^yVq&6Pe)|zK z-Tr8JeMM1Um~8L;k#cnma(F!UQvhl?U;`giEv#%j5{ZC7mY3#9dCV@I@MFJS+;n5 z^Z0s6#A4!Rc~%%ZJB5BX+3FCM1#cMQj&^fyPe~y~o-pqc2Q=gN1)fwkqIOK>Rw6NI zsM$HL+I~F-i@r-Fe**tB{IlB|&+c1yPicLp|DtL=>tOnPhvG72eIFoA^-8g1@=cKM=Jp$h z&G&eV?*5JCSkI;?uPpDin7VTCcoEn(+J+^pYiU-*h}m7W{NS@yDabKXX_s3U4T|ED zGm!|uIy(M|ysc5XJ|L$~tKE(5tOlJ1zd_cPd58YTMR(N>tG*BTaRF*2PE zEu)Q&u8kTPF}l~|I!ypN43%W@|QudMvG$p$e}f2hrB<-Exo*ef+u^~d0h9Yo62k6 z)_^XtAN!+^v#oV)P~$>fS*dwH+cMgt>av42Q`%Z0lc3O3q-OWV;SNE%bn~Em^Ky@Z z7A^?v>aJrLdQDXCst*jS{uB`C){gWC#3 zDKp=RK7^8~YxAH(o66{nAlELB`Ve zhYo^{zU%6XJ@oNK`p2kY=Euw9M%ThI*|Z!a3<~D*3%2QbHOH#xraHBE%+EP*#XXv$ z={Tkm33`dz7NLfi6HI14MT3Fs%MH^M)0L5*i+}8_=>?wnmABW1$sg$RCcG^D$(v0u z3-Wx%%b)gEakgkr+tNI?L-#IH`?$__I)*2Ux8B>F>w#9Jn%QX&a65$iG`17Enupiz zbW!rw@L=j6{+av0VmO2S2<{2FLZ*tw9aKG)D`tQ)gL+yMv3Su3d8_hndPxL&AW`!4 zx5J0lGAH#7b1N0Ti&$Jc(>YdN0Otyy)>HnB?^Z9}^lm#ktm)V-pU7^u7$M^_*|9Td zPAB8x{))KndsdxT;GeSNJrKlZ^q8c#>|jV4c=rBs>mIU#s?I(fftA9tP3tBZq8hh# zA!Jh3bo3A3pWK4x$Nkm>MEy5b?FGLypGB3p|m0>Tz*GW7Gzgz5FdXI7_D^NGEah)AXqiuIFy5PT+q!{bqw{iL}k$X4G!I@ra z^;VYQ%M_hVM%D*3i2@05-n-^Py!5Ghu6*$6innS&H4z?tvoA*>z=1Ekc{t-qN))w*|1uD;xBE$CN)OL3L$Q|BP~;F{BQ&jhXH^~^$i&)s4p7XcJS#n1NVk7Xv$ z1O@Gxlo*~$K4!Kl!x(6 zI(m^)U(Sv$@a!V9n;jt`x{}Wpfw^Em+RTz!=gk@z9H~ZXn4_*!a2u4HQ@_8yxGKLU zk+_9KIMP**Myye&Gyj5p3(z>(IvvFE?ta%b`qOcrGZ(|fQPev^A@TdhbYG1Ou=Z`H zOQnd3k1vzhUy}i3&0mY()}qzk8q}B8-tZ-OCoYlSKT~JAm;A)NeZ`m$)y8UFJ9LNl zi}#&0aAtgX`yu`0gLYiW=W$IF!y)p@s*_4xH8Q%fu+E6 z;**ViZKCE#ZPs8d*M!9|DWh_juMR(ECO170bB)3IJ&0w4ve_!?5BJG5ku zMW+FNRX=`g0V;OO2`eZ2v!t1q?R;4ueh158HV0fg(U)V26=?lkHLp476LP+DLE!xn zO=UTs4qCoKbZLcc)|Hk&b``8g+TB(6Mue{CD!+V_DN6P6Z|mTQs`%Aq?CWa=!*@`z zR3u?p>a7xdf<7-Yg*;6_;J!7g4?fMqh@^^<0kKqps#odgBD5R>mP1{Q_r zVwX1^s|7~_RwQy}$@|xDehLkn16Rs2RkP`m`$zMsFVCm;0MT9~Y+-Gt3(~Ii zHqBVbALG4keILHu+)#&};m3S+$}PH^-WO4df$9C*J*jBPqRo2!gKVXpczK{JXi{X$Tp*MNj)Y%$6|=KTx31(NR1L;1wmq zD<2EQa*VX@YktQ=wA{5cj}N@?N_y^)xJ+(m(S9CMU zy(oEVcy8XVdvP$mmllu0fAof$LD?szDmHHJ9W*Tu!#Vq(LLgA*2a(7~RGCJ6P>u2k z-;VmW$5v?6P7LuNyElbF7sM-INMVBCoW@mXBt5lC|i|9_wCo??0^pL0JV`@`B}0!t47>Z)By zay1){OgY23z@r#EIM5BKf3tDd=jr4YMVM(nWe`p{{T#l8X;zB`)*QiVVDORBGV4Pi zv|kQpA%`rI8G(-jsiAE@xTyQT=C<$5cNg?64fV+zTQ*Jz_7zd&^;A)|=Xlk2f<|!u zc)VPB;mP>p1K4;Kh9sz@Bfk*G2`E#S3y3Bb|I%e&>q+|T-sG8iqddmy=cs0F#d<&v zU^Am`GcOs3sjM|qUiwuVq>fH2*7+3FaeBX&&BUkrMZb>{Tdgkp)R)o_3)@afW0_G{ z*n3t<5(fAmg+CayOS1R*Ksz)PIE0oUSW3q7!#{`Vr2N{Yx?}YHuYZ+Ym6perC{urT z?tr@ffo3fh9eyB$pi?~;J-b<>^KSA^r=b@{nz@!5M0=eerXUOH1;~D*&mOB6Iy|ji zDYe3jjLfFvrj*{-JihSIIVr8zVcbQq443x_=Ac>|iD|J0;t?>iF!&QoqkmJ3zPTG| z^4k3G*Y#rUuDCi+xQDdtrg&sE5apR*ce!;@&ZDKblQ*9bGHtk$RM6MBc*6e3lF;d} zKK=3e>K#SRS%x4htN-lP43_xL5C6Pt#D}BU;r781`5Y&Tw|Qt6Y}IeZ zKGLd<&^`e~S_fgqL+U7HeaPV|Tpi``eZzS@&~QSJom6L2N{#OrZx_4v)$hMz$E-v}tG}=+IH`eP z8;LXP*k87XM<0fxF|X)cOPD>dYEC}w}&(7Z!o(YtgF#3+ISoF<9Jp(;RDfR`?YSPg47A5o@WfM@f* z@3qUykW+=%?&ZzIPl=c3aQD3iYqu@w>F%@JWFN7^wUTFiIr&-FDlRcFfa#ZTqZ3TV z2iHpiPZ+R*zqaqJl)2xOMbxMGrWMnA zS8U<9IOeB1O-Io49vq;HaTzY+%E<^7jdQ&NZ^ep~Xh8E~+H0*?lj{78_t0N4eIOkW z1KWLT5$xQ#3kwu%eJ5*A(e$R6JXOb5ZuIm0-0?iQ_OQQ7$4%n=ETFkeXrS79Uw@hX za8+Hmux@6>a%^|@X+w8kee{TD?mM)SIysC~*RA85cATD8hZ<=Ej??@D4KI&j+3&c`DzT7Zkq<2a8C7UtCw zX0O{Y>iYKk`c!%5XY=WU7^GvgpF51{S`O-MuhIOmpL@l{Gbm7r4wM3rBX?gJz^r-5 zRrNqf6zCK-XJ>o4F&sV+<@QYNy9C`FL;<635OaIgys=yj$%Grh!spGE<$V1)UO0P7w< z2#FiFoDTl2vkh?P^{%L$pmpzb%bR60{v>*}Dl{`yb(RKJ-3d{<+0E3hC)x=ZZ)!A9~K$ZkQg zm@jlCC@QqbRn@{bn;-$1t5L|?p%Ff&iSmGa?MC8F{r7d*DBH0U)~V?C5;FE$%~S;4 zH4uZ@nO>*>gn?p()*D2oi-*J7c3k$+_xAxx!M|A`-Fp7Z}P5jv+{Ia~KF33Xy z2-J@ul~?U?;qETWvB)nLY;&Ai8LESAMURjdhQxb{nmvC(d@R&Vl45tSxkG`V-%@`C z$__+*e18hX7DI2ZnjQ@Z_0G{L1dyTWb%Z|zRiV-fkE1ST#X_HRMqZ-Sc9I=RV9){N z5T-2ul803N^S0I14CCu%>*T(*)YS0y9euqC@f7l7T%faP{;~{am-!Mkq8cVWJNcf4a`<{p zTE?bZG_@XaXsvCIKKZ;nUCn?E?CyQ4o~ow(Uy^VY2i84DC!#7Y6Ib+yB~e(b#@go^ z-9&!MIa-sq_PV=&tj#fka0O$|rxKqMFsyK492L+__8DAR0>stXb}7U@bj$fq2qRFa zcR(Bg7TQy;l|I2fU}NlN*-jKUA0fF0VEg`iuv{19Fn`D7rV=iEMqV!TLrWbz?ThWt zB#peu$Fs+G=MEbYTh~rz2xWni#rUMje^ahp`rxCyF^9mL9Tmd6SRzqD+$d*6tSHmz zG5mB85UEz@;J&BBbhtV9<)3ARyRn<-AJ?x2YEScmAq9I&jOuPCr+3)T(KQ#xmXf46 z*ZT#bu6}a1$%SN;US;sqpTQ0GBB8PUv1mRQicq=<2@yk*mH4c8Dpj3# ztbsHKM~u;gzf;~(+)HbQDMERPcf=24qQSH_qkYUO!f-N&d^1758i6|-gS3xxq>eUFGytS8L>p529g1|^(B>H);&GE zpbGo^Bp{9~EX&+H!wW<*N20TLclVAcR75!Qrz_T;mq=~B`jQVXLd2W^aMw#{* z0%q(cLPLa_qt?6_k>ly{{CT#Mt~La|emD*jF8gPH_2e2ik;lEju12R6AuWY5))XcK zEX!@Rf;o`B8=5Nn1OVtV*(>{qunC_TgYV$@7-^O8I?@l5WD(c;YU~X*Y!9l0$I-Vp< z46%lKwd*d>-?p0l{$MZ>l*^{ohpx@02iKks`4RRrO#;i^p)%NrSw%gFIu}kYR5AAn zConvm;nAbOeC_ID`?bI8?Z9q-#H6{$!4U~b5U{wQtt||1_K$Yp@?jU-=fs@wOV8Uj z&m|Q^E`@;R;C+3moC3BJ>yhlUMUd|CRQ14KfL-7e;j`U3s_3{0TVa~Mj^quGSfZnw zQI<0UT!EO}#?bq0Nu1X#xa~jf+-z##Lm_*>?4-qIp@`{wdW4({@&g@WJUo_oPEOA32zchLcXgNQ5ZjBe=u{31mLk)^s$iK!-moANMw)$&keJ78^2R8r zRSwFHibfCI56e5R93pn)CV!P7o;-R-GVD*=cNv-cH8oY49HvvLy;CxhXri zuHA0J`wUd_=@p(LxmsA7#U3(D)db#A^lbDz57K*A?vRR)=HpEsvvd9i9K zufwX`aL0BF44d=AwZrY{#FAdYkctX^*W=9&*vPDX>8z@Hr?RpVwnOKhizfC+!Ajt_ z6*l_GqxRL)Ut?oO&xyYa)LaxNP@q@rN<jl-4y*C(A731?(6`we0Ztrfkq?-FHz@Dz90}f+Hddj%rR% zPuJUz4_ip&^-9LG>*4VeY$p=3NZdmysLu~yT>PdhR?4Cwr;hKnb%8@IC}kWzVM_Q$ zk1g$wx-a9LK-zmHSbqS}eL}`?C4M2RU~&TX_H36_?n6J+Wpmpl#!>ZqUt%$tm_C0U zTB3vfmhUjyEkJ^Qb9Ff9F4*1qMcj^;Iv*D-1wYQ$gN4|#b<5LEv$E>y>PKpFa&lbZ zZ-2jm-B8&EsJ+6~d7?SU~bOE(b@(8p7c$sLqX zGp=AlyBD>iaYeQmVEY8!CV%Bo2j-MFKUnLasoyjA6jeX#@a*$4-g{hAxQos_bsOCH z5K@YTt%N%Fk}<2HELR3r!VOC0St7UAIwOtPJ$$p>-=Bv#U+lGy|9(%B>Uqv&U3+wA zRL6}a?L2JSeo$8Ud^KGrRWv#Ju^MdHxclYn*A@sX@^r>z(+EA8Q5LzLC|5&OcCRrj z76ycfn|ngKJX2aC!b9%bv*;WLMNUr4CDr2wWqLN_9Q4OCE8I4qYer_6S1-@BidA3H z3I59XJ*uZ5kZbvWa6HR{|%PPG8hrZ@?AtcG` z>TGyr%C?|o|*F5kw$6i z&gVlqgw~+x$=I1^^9f3*C0~r5vQ0_o77{ieT~kjfPZ~bU*$~+YnoUjntNap_5J;1* z;N*~`^s@+>Y>l_7vbX43BIn_iL~RSBZ10SIY+I?7t6d%QIKSfi2$KE?p!JNKn$pr@ zy=%AJ{Y|^tG2s30??2CWpZ!{YFjQCDc@^KI02z*>o4TlEla5d5GR`x-yrxd+0pe-t zm-PQZ@V@NQl%$!Me8}uG#Y!;2hA?C1lYr5f8jOZ8532{f6<6zvp9xi%p0v`!XK3`9 zwq1gXAwndhuDzup?J3WA{n|$6BF^bM>Vbrrj@lFQAr<*+lcbti(T`y&Jb1z&H@%_q zv!>eRv^>BTF?|@g(-@!JJ7pSWhTO_@2RW$XjuZs+Bo6PzaWLP)J!2bC)4ohB+F952 zMqp0&!NvRU5I=K=OL>gc)KQoO;%Weyzeqd*ix^Uid+9aID#UkG8?-uyVX*<5);o$(}&bGawtx#77LJap9&bQz^Fw1b@UEA z%UxJJ);1UkO;~D9Fnyg)dbZaI-=*d<^CAcZS73%Ts;1#{DBYJ!5+H>?BOwZdl3`pn*pdAcM^f_FBz(l=i6$uQ8PjB+ zWRB#oE{Na_SR>j(#icw2y#Hb;Jd7jh+%ym z{(W5{5}E~KGklR>hBRL|d@DZlL&zDpB-?>cX#B<3IUxowYcTa8ip_kJ--SZy_?nmK z#qKk>^aDde7U4o@*>a@a)W2mrrlQ)^#g?-OtEozmmW ztSBIj3S3~W503?Z4c4Pz)PA%ROjY)9lW50+;3=1WT{U$OUJwJ|GH&hI|oL6K|$ z56R=4uZhBzP+DtoVf!u`q%F(?4M<4-!2BA{?K{W*Q51;8t4G$H;c~I-3p;2NnxPos ziJO@*U!QngxBC!?Iu{1qZ_z($#9Vhvya>#Xml@ zj@Efui}e1VUWkGc?aO~>`5(S3%3CER33qq*qpev_MA$&OwAw7>lPz|1bO?+!6D|}c zh*HDa#69EKEDx_7jf=AzqIH_r)F@zXYBu;ig;C zc8DqPe!wOVF{8nHY zWD-=o<+I52I-AQQ!b;81yZtwyhsE;-bxrWN-VEZ#_1VLXyWq8ld(KGGNN?yhr98Yp zvT$^KT3TAzy{_ClJ3DXT;kD}hsx?{5DX6>8{f3i#VRsiXJX7=Z$hyk5VYypz78VJ$ z(pDEZBjt`R$HEdabfNEsGG@$y6emCEAOja%s@&<`#0ld z0<5j~lhr@P{;YM}eipHB_GTS{7K zC9#k{k-5G=dmS@YR_#zCd-Z8?g^*`5S%WEsc>-fuxRjpO>0TQR! zsn{Tpc+g>g|3lK?fjHiSvO`En=$)C#SWtf@2y;e~kW>CIYZl2A7>h=p@H=)NYt0lH zmi;I!6h8a0<;oCcdAL&=QDsuFI>1@+(9@)zDqk;Z`h1i%mwJ9?zE$u9uARW*Eco^? z8@cCe9CR9S>T^@P{F8E9Es%J>38&DR<8TWH*&W|xl=D_9_q5EpU5Dr`)6T?ylf5)n z>+W!3UA{j3fqKA=zz9{Xuy#{YtZC&79%RiBj|N za_dwN-Eyl+r;k{QW1L+2ek|8bW`3|jVI|cPjaOJWpElPvea5Aow~9=!>1KOSD(Z3S zc%Sawt0wggnZCf3N*&WdvBVcWGCzw=jWzs!ciKf0!aMLiE%+fSm9X=!1A@l$R3A|$ zl}`8gaSp!((T&1~u4-a_gtP=vjLj`UHWw9n)vBq8ukL3F0)xjQ?ESo_i;ye7neLUS zViB{F77iaqk^UbH{A3YHZ_S1t%m==N5?YY;>z$`+UZ?xzB52|GXtYcKB;6tuj^7v0?HUW^MzOr-5dSst`WkiYp?rWwGWR+XWUNg?1UbN z4m<40I#VY#Jk9gYvOF^nsTEVvww|72*D3zVw6G{fxOEb%uf~eXb}-OzY1}b#<}rD<31#m%(@N+YA6L@U z?7MQJypCBO*I@A&nh+RITelU)YM3$>k85lwm3Z}msXPhj{b31i)5yK`}F zw>(xS{rss9MtHmGb!mctkOg{1X`+;o-yf}lgMs`AlvSDmYA?R)Pnh@MfRKtu{vT6s z9aUA^eSsbjMFat9Q9z^=P!JFh2}K0y5CLhB?vxItOGHW}rIGG#5GAF-LwARC-?iW0 zcgMYs@&2RlIcM)D)|zY1xt@o~b7!$_04K7_{ZnjgE~(|A)vsR#kv+eDUHm=SA5H&)LBWnXvGqZb zzkbMJHz-FESe-rI<+VrCxffFx&*V_VVnN=mYIr=b=Jk6t;vL9ygfj*(5{^rMXp@tZ zZ3L)ENn5|a@C)R_qeVGx)~-FcytmjpmM;*7@y020`UR>}knf9FqTr>G1Z>xZn`pa7 z88Y)8pk|s+vM70%nNu;jyC0(co`l(bMA@P&?OkzGiXXL^Hbh1WZQxaheni}i|Ro<8#1v2W&Zv|)gOk~y#yIEQiXt8v;%#(#136LqOQ#w9t! z8>M5a)0@km^0V2L^!1%jmMP+c*Xjx)3!eA?)@-!;%f;*VcZf7DCT6FUNv1?VE3+UR6@Gud+xV$t2V8|QFHipEM<#f( zR$O9^j28Y|ixDpC@&r<^~^5Jyg&P`ynJgkI$WHo*QAu=@C78*u>1cOe8?WC7MP844CQOd z!U%2e?zVJv1VueiD{?<`76jm@T4wfkK<8?s!{k}HyaTmpkH|MgGw=M-TZZwR&o`bQ zRvq{8r9PI|k=Ik@blg0x<$uI|y+9g!XFj?tZ>mM4Z8cBbcop-CJu~2>Gx-|EB z@eT5LTu#2uq+|xa&TYyoOqUK6tNkD&qzsQYsoFuP5TOp#w<$~zZ~-!d$^Cel>BKYC zWbj9C;XAQiX8|VJ1p2MNH*J0HiHLn_=#KaNd2Ky0qfAZBwN`51a4oJx295+3?~>A2 z53*hptc|6^@e8oz4^+w()Y&mOJbZ`VakH?H%cbN!JIG%=S~Q;&;7>A?Mek4ayEwfc zFGleX%{_vY(e!pP&N9yMOHY!VQyu{;?B1~-y0IEVdK|r+C;i*Z)ef8Ku|*dN)iAA}HS=aDmn#;5msr9!gCTwY zeDTAv8_w7VLlwic50P|M@SAucS^ewN;r;OyYr^90psKp-nM?Dw!CnfwBkpxG@9JWpE=`|-cTQ}0@I?RpAp z5=TSt*b;iJ;3xl3e$$;1w-`c4ur=_yi~-kSv&`-kill{gpsZQa(1u zAMm?7zuav?&&6B1p3ENXbZl!`_3`!c6j>(pw;=n|=licjjIm-v*@U)t@7@LRVaa#v z%l3X0ydjxJH?Wl_T~O|jV7s<#?<_1JEdE<+x{xvSku6$^F*o+t%A0uqAIjmuc<574 z)ZXfgorOS*Z0c#fK5^!%H*?Emvcz-Lib+nVMat(!#D9IA&-W|}%aApG9>|Z8qnuAo z8FD3Uz`m{MpkqfSITOIin*+<1VXiGRvCFb_nhU4cZ@=ytFgqzGi|tXHojBa8zkT5o zcI&ucs^92%(m`Lu5?xlX)?mmQ`u3Ad%Iv68kHTO!bDs0C>t@)unD*rHGRF40FgIMg zPlSNcv*AbiZRTFdPYV01yX}v@VKaGO0sg;c0zxi{OUT|W5~e2@^7tIML2BJcww9=*-_u?~U@H4yQWdM> z_Y?ulTWiWM><@U9T>hzR`a}g?C(&VH@&o0hAKgyiHb7L4oEzzNw~Yq0Zo}~G&xMhG zV|#CB@4hEBoa5OJ*xDmJFC3QwY;W(zG)BEsV}BC+b;RawW0dyET;Jv1dj&U&`FeB} zXXXEaUr^Xz_w^jk)J$uTxVU&>y~W@U(zZ|oy60amC451gV*R%It@60)JhyDOse`dZ!LOg(vN6roY3L_r~CqhJD$n{-g4uzlhR|Kx%b1i4e^8D);# zm=b(r=>z`_tZHm>$Fqr&POfybuT9fCe!a$a6mfVwRME(^r|3~XlV?1GYrM{QrXsEl zo{Q1t?^nd^9y-nQA80*4syyz^Q+Vn-OoQ(k+UwUAD=3qsc1Ke*A5+V4zA;j2oHz10 z3-+{e%~7f%Y?q3gtwm&3Qc`#sGVz#Z4?M96sOS39B=PlE2C`n?{_bxxv(s~d{>9ah zcpz7;#|rJ`<`oA#i(`n_FvFQg2j4N{p*v3t)gp7ZSDY3+}B2+%pttg05=Xht@M z&iyE?0;pv0HR>HE&0{xaR-919MMZ&hB=Y$8E=xwKJ5ed_v69+F;^0&iHqumD4?Q7X zxFLG5GL9^o5dn&n;=+bSvBW@w@i2R%KUN;=C%6oZuv%tBfAM=JcaGLk$t0X^zHE^B zrX0{RsNK?2Y(?}8rCiGb7()G3rDy2xjD|&sw>u5W1gJlS5@O%59^WtdZJDi@wy$?lPCBY%X5;D=dyedEayHhXD_*C z-kK6Z%^<1&s9>Yv3%(c(=o2MYuV;Ebm*mx>9#q4lzTw(8_6i-n?qFMZ`eRYzers=# zm{V#mowt+k_x>m=+f-PNHn}Q-q}gw>qb!LW&rgqLuD*=WiHX^okG`lidJ3(8zRJY|*^Hhe7KI~@7N#9PxtPr!k#GS*~bP-V>Y5d;SYVt-`eM#492R&NTr zy6G3G$(IyWd*t5euJ2l z&1F^^$7EhTJ@vse)4>~g%ih`Pm=k2mHnAU;T-%+l>$4Lq*8*O*~6%5+Mck|QCSPXX&Y@F<>|C0wY4PXd}i@8eKb{Bzn z9rl*Aqz4B}@XP~ayNP9c;yhZz`@S4nE&8DV^C?}_e*3#QyfD)GuKacfjkO26P8SyH zXE}vzb;0{`SLy#-NKTmdMC2tUy&_riYw+`S$Ss@+#zGj?HEab9Cunw%+D}gM-s+Xy zlrL#SHw16cr!s#2{LQMr@Ln3lcKrJ zcgxDk3Z{H~&C=4c(}1(q( zo6^4&5lj;klqHp?zC!&gH{I7R=+0Jmu^YNtL*zo`?lOx^t*o{8XD6ngi|xJLIrxSt z)b`D|Yc3zxV|rocXL3T&)g8R*!5^@>2wx^kF?mKm)JXQYIClkE$kEyP?*S7%J-fq( z`h@F_G!PSFa72HMkcVLX=|9~1^J7ySQC15@8xGf{ zW-RwJfPU~hgOi^j0C*&vgaiIwE~>zN%`HXCK*!L-i=X(kbEY=vNvtaw{2v$=8088N zka>6&xr}8skSTAs{x>o+^Pb=}^!Po0g1TV;K8GV;t_v-2CCk-$6n&e$DO_}a99ETZg>Q3Mhf5FnWtlL-Ix4ffIjD)#O!d@$g~Yj*nt*`7@66rZJ&wsMU`|#t z9qTn|_2jJR#i+GVDBZClmxVLWMz%eT=pvE2gA631d!8IIC~6`1IHm;0kF7!E?|$9K ztq>1ql)g(#+jwq&dbllIT~_hv?OS%of?V8@>|=MMUBR&QGRLYI>!y}B0_X1w4c{GU ztzDo1nlVmdP*R5YT0i(%X#9)u0!9)0?vF#pBh}+5^dwj zTvx9Cv&sxBm!yoNlB*FYy@1fr45$e9-9Y#?`&$z5#CBl|c&)I6gl>2^Dpd@))*+Unkoa;}2UAP4fx?OU}xF>-dKhqbKm( zhMN<$_$R*jR1&agh#95s@bXd^8X6AeX-LAqVEBiG%#Rel&_+ z1KOS>SjD*r*88RI(l^yM#q{fcV%=kej9VtpC{#E$HkJvQq*+i|S-GaRcKyVUfTkOM zdHdhLrt$IkHfopPg|68CoVUeauD&IaQ>EP9v{XAOHwjV1U(dvRR$8^VwZHW|*7&C` zMuw?-@#M+600fbM976F7=6DNd8v}ACa%LB$1-%*ZqMWxtjDDRo7Zl7BELVMu?4^;2 z-&h5ACP3;bQGEa*jPb#P5Se(s?FpC7NIR9gG(G&6P7b_cV`sK>)QAi%$|BnQF3(QS ze0V4wdh$5L<^Ik4ok!;Qs7tGOEyH_5QH%p7B?FmqUVfB0I znjN`Z13XQ<&}wk_P{8#U+;Uyjs=wbLSSTR8XVYd3^PUCUVo!5{PT5?~T0(1@$fd)U zKRW?kirIh2LqxqEb_D;%`e|yQV@&wRbMTU~?bh1!kK_6))X3XQ$y}mqj|#?fTzka( z9*>o*HI2T(F-n3!u({#*?A33n#uL-MG+h)C)0^iLMLBtML)Wn6)mp zIe8g_i988VR%7a85~p~V6N5XWs?MvR5EFEK!p7s~7BqW=9 z*8F0FZe?XnEnIOvi`+4^h{bvKc+&){68raY4SYq5#~iVIgoI&t!^tLE^c+*qz~s=d zIljUuB>2apNWjeC=@Vo`pSmnB^RiyNpKH2N7kotI`P}}>v~j17IWIDfabK|HBKXK3 zHhg=$HKeAzZ+yDnFiuw~wD#y@mktW6;__6EEhA??_x8@<>w3ukxYX z`{^J|T)icZdYSbl0;~S~T7KQNXg2izvU*R-M!nywddl6aw}ch`GPr8ESvy#_nfSDb zuv6sGdy*?W-1?m-i*iibzf>gQhajTsH!rhFgh)nfcaWj|Ck0&0PD-j+i#ApR8&6n6 zhYmeUa=6CuEF5n#TW#M>P5(HGM@yU3KiYi+s6xHFLJCkC)KH;sEgu&0A+aJYjNUU@ zvBLExxA{l7%tgN=Z*6$jk?^C({CPouB9~uSgw0J^(pNK=(O)bhnMV`OY~R<}bOX(d zk))ODj#bq$z=jNPDLu?{)AtvIw{W%G^kWZ4wdE?x)PGg}#m$`W^{!^YUzmJ-Uy=O^ z(bVFndLc*0k%Y7Ap~YGu!`_XTT-S`eTU!;@>~Fv~Nj!y73Xqg7XYj1Qz;`+L7=%0a z*qD~3$X92evQKDAzdNCazM<{a4&{X6R#o44Z1~Ro#Vq;nR~o4smr9&SKy9IIzmI%J zP>}7~@%ny)v68XqN2T6o2iC`zysXROGOXuU4l5P}za9MYp{wAlCh~Yft!${wk4N45 z8UsdThMO+M6Fwf|Gg@rkQFnB7e}7;}yy|h}-vsHKZiYgv&oi>9=lsg=Z&sdCA8p+D z(V5po;OE|eUJ7aaEhqIDS@#xfUr>QWkzcRA&iE_3gE_EV{&8f^yn-(_W@!7Z-A~Di zTVq#k2!vC5=bYmOG7h$Ow1mRr!lb-qy`|2;1}8lC9C()GPc(j1PtDMK-{=doggsEA zkKH5MHFfk%(7@E60$S=PuZ3@2mIR+=`*V0fT ztcY({9_v4g$B2^^l=XaqVoOm@7=9Aw_>sXS8uf>#h|N9E-KmTW$@KH_upC-i+M3%V z%glQM4M!4>ggTu$d&=CSB05PrA1=67yJJALE}i~3yvp6)m}o%ciU-1=9DRoE@s+K< zbL80MxLSys!wgDqdlxh50bEy}FQoIE&pX8Odi z?e@gQnVU1~YUA(J@UQV*Sk)a>h(IjzTpaUW;2Q%**YiqqH7#qJ3i^J|WF|^3tjfze zHr(@0=XHl}{I$o%DBmHfKp?Y$0sN2a^{&8xWuXf<&8pYoCB0hRy#uT(D3r}hW}Q3% zl3j4hcm4*`1C|g2(%9Z&QQ40V8V@UvNhQ~iAAL&;@mGnh-t1(<>-&n|?d<1Fnz5cR6%I)qG;SdD5k(+fSDKHzKrM11jYb< zv=6jh)!o=vyPOiL`3;_+YVSJtLT%o}-}KM?5wh(?x>JutNP>d#Mk@Qua`4yEFq}DCSXGR&|<;Zpx(Twgx)tZa~E8za%MbX=3-$sl4}4HG)zB7JGGrh;}@Y`CQT zDZ^!NW69nbWWCByGquj`(Fkipn$Nssf23ft%h(sO#kKr(3S!-EZb`PV!?{n}eZg~1NUJ_CkQjb&5 zWAQldGxp7)#6;FRXbH+uPXFo7F%U6+#R(Ch%h6@UlywBpHYsZ#@!s6xaMDoLyx&@2 z>3hTDNdj}i8^`oPPOPfmNeFS5T!5_P&T!d}3ZC4!8?I45KZM}yTuu3yCHzUFs*UJV z;m({4P`mjKj`6Q1U%g!b_nG%SOpa?RBskfmQ4fmEO`Db9*~?@&giOGDxvJYHw6V1i zHATDC=^ZSO+u?7rcGUcbg+)|RFT+%dTDZ44@8xJv)3y)^&nEqJjH$8eU#tmi`@ZA1 z#qRtkUr8vq`=@RQm<_z|$)*OpBnem>5^`&y>=U^7?hwLcJ;b-jyS+1}VJk1u%aO|P zkdOTBGKeVN_jLO(?_C?8^k{aN94+fd3;9+DJ*8rHXwWTCFJD7f&e;Z^IkD2!Q8oVb z;0E4H6Y~ZVMdpKG)c(}|3pC&IGc8@0qm2UHE(E6L+`z+5HU7n@a(RseNSHS!ZtRAv zv3Ln0)1!L_)~X_tY|~g}*?LE*!T0{9CC%EW2IM>T#6mQ(yxnWyYotKCvTFWZ&G1EH ztH?Amqd(ec%H4*SIB0Edt~dRiUR?=F%%QLDAq8~z*UKh*ah=5Qk93cy# zLO47IXVUc@TImMMGs86H5Y4Y~(!-@2RJ^vHm#fK9TZ%gwFl;221;~#)VT9-6>Q8?z zdd2f&cc}bu{=>oA?AMKo(^bYA2^t5iO8WEN5)L-XgVhrBn#kPQk^8~{4T?ezEZ5@A39 z=(fLvm^-F!qe&{_AE&3UAEx8d{p>2O&HUP0uuMiry*Bb%75dc<%^xn6nVUw#9h~pe zUPsC}Ryb-uQja+t{gG3mHuC8T#`PtQ6rMLVKO*E>X5Obn%m4|hUgKDp`r?N07$ZMF z|JK1l^pUUC{H#;??t4}yy}gLZV`5^0f$9@L9c`|^ z1_}P5p>4y%%2i&rcTzlCrNPWS!j3LWJEq=xB9i@C36jgS<$jyE%lrj-;@YuyJ=IMn3O*ItHb3eie7Cj2>c9$xv-#U^N?TCSzcy0jWS2mty$*Oxn!;?NAtPcZ*e=# z{%|Obe$0DQMZoIuB@==q!Ou=0s_Pq&&kt>Hxko1whO&KLy2^8!VEdQE1nk?7Phpuf@h++nLw!X zR~X$};9;(7A-6|@oh=&5%`(f$4J%egMqgkd`ZML}xXu5zOw_u>2)J-N*CyoTa8BRE^idQe1Qy{F)|2;lx3S1yv)O=22ligyF%wu% z2HS&ga$Y4MXlrft`TUts)BQ-_Wp!eZSWQe!ETz|o*LgRy`LU~;+xEc$6Dw_>w^}qHntna0L1*+^4HvSy6oFI;G{5CKz8=jt>#en0X)MPMOB9a-o+7B%BBZBe1 zgvn-MPN>%FM{~sJUs}q=k*O9Ms3qlM8ZxiTkc3<+&$dsp4s- zyY{>7Fi74uHXQQu@>rKI_a?u@MHm8g4f9ab!;=$Ya`Lux=~$!jsy*peChv;ch*2!0 zS0YEH@S_(tfi4%Nac}bF{MvoW!ECLVkMwW}UPgj*V47s~m#8RF;Jm?00kD3jW43)> z+2&tlSbgNv(@xF)8vs{~ZuWfvvxMj(%Y(~3c`i{>ri?hoIENL-QyVjy!ty~y_ny$* z+_AGgzZ}$%CLVn|!M00UL4l~)pi8$q?g{t;DLk3q{IF`Ha)3*TeK9BVbz1{bscC6C zrK(Qbt>l)x;;~O19v+N4(10l$ygl-jHu_O)THT*%U!a!yGYEvvc8SgZmNZUICK_~o z>#cKhxpJM-ySn-mO`6QgT&&S>i^oC_xW`kl#vq=U;9xwy_iMlAJEGV16I}m^pC8m; z6uKVSa9fQ1`W?=+JeaMFBdSpqLU}nu=0kaTB%Qr4<{$81)JRVpesf!&FQc0L`D5e_ z1Se{XLw4Zyk(Ct>%i=Q()ye+4H)s@cw`St z%ufc;&vO z<*?ymTh-k4iwTMQCv{^=ELU-Ho12?2dBT&y?(FVht4DS&E=k)L2FX{_()LT-N)j+* zN8m}#Qp)}2<{>9X2xFo*)$pNaw@*?rTPcJ<@X!-fBC;h-VSlt(j5I1gQd_MElZ_31 zjr9NcU@zc?U1I$GuL=tbkCd6KeZtX(d*zJFrt?v7Z#9|qKw6t8MiR-AUEu57V~nyP zA+2JziFB5o^E0bMZ0@sSoLZTlt>b10ZX`G%qOX%IM!qPPn!E`Xr9*CKZp5as<5l`D zd>I8}yR}=A8$(4!rIEC{V#lYTpm6PW8(b0Sw33yvHeNeQ?Y1iqBwib62j6C$5)u-y zu&{V{zd?ET$tDb?nyd6P_~wg_s0Zt|+VOn$*J?E_FB0v!g@lBFiHn@IPnS*9e0afB z;~``=VTR7@v*Gcu!P8RKs#02&NK#93>(a_D;sDYZ1qfCq#QoQfaEB-|!q7To@M#$MSti)1B_&+%*G3wllcOC> zwX1TBw6xPzSbb=8EI4xtO@|*Mtz{x2-p$)!flegXat$-?Pk#g&KypgT@@O&Bn;(j_ z@HH=k$O=6!+`;XtktswD>rU<=QG z%`AIYt{1sE46$^-+{0oSQ=8Sq9K*albSmI_&W;EMAXOw)d0l14M$-Rqg2%a2TwI(Z z^q%lK{iBDhj~KFfpFZ7zdulmB#Rt9h1tgjnZgWbv1@PVuN_zTm1GzRSv z_wn_)%|@P`9q&=?U#AhgoznZN>)Yde$#WFa>9y3Gas)PSQ+XV z@vdLj2hE88XfFIn^Xa2UH-cJWSqjHc-7j~0s(0W!yipNU`+#!BcuUVIah?m$%-^rE z`TOYyPVB?&tx&sbn<9YYRHb964Cw>K!DlY^={7AZE1p-QT;DWMD#T7_>-Pu}Cy(wI zCw5ER7Y(KE0{i>ha*OyE|FHiQ=)8!FkEb#i2>t(9?TY3HrA0KiI4DRARrj!y0L6kz zt~Fd63sj4OGf~J#O29SIbN_*ew01M{txWk8l_EWyY^B_$uCA_g^~6@)Mk6lWLKO-@ zS6-OO){YKb2L}ggm$gUVcq|{%d0yBq5w`sNTW0ET>@``0Ka=h-d;aSL$Ev!o)@7yd z{?K`C6hbMylD_jxV5utVIbdJm2x|SZfQ7SzNhVs_4`t?PB0@s#3$R(m)c%*Vkj61! z=Z(j!9-p6|L%vDIN_nWkC|eeC8sab4!c!WeyLO}3i@k?^Og)cvmD{>Y|NJCusA%mMZX{1S3A@?rU8!|UJfUr2aktK zrPim5rl#>S989!tS!>4<8pySN6als4As(393mxkOxs#pzlJSBt!UE z`N3*tL>(q7Mqr!;0I8fA(1dS6`as@WI(PECX zyC*l+sDq2UEA>7iZq%0R0ER~1=5EcvM;o3UvaH=i@%cF<%gfQ7e6d80(^U~~-0XfA zLPOU=hb5b0DDI6o!2DyO1S^Q;!YLYdv+QSya$CN5;pGc8i+AYnHqD3q-^4Q+A{?q} zn&WjGB!=?|=f^-Z%#u&J0*Vj=Rr__d0_{e7)23*B=*>g+3Io;82SEV=-ywsmcc1?u z;*lbHhVe|5vgWMJyjp?5|9TwWvy=99;~Qg5f<-)ZEMEQ5GPcM6jK?&_aLTY!hLNQ%^5={w%bR&4YMCWJo!WZwmSSa<8<|cH7yv!ed4XgTgsO4Bi7=W|s z`FWq;ddc9aL)r{>cX#>opF$W-aM^fb$EWdOH7ff4>vXw%&068gp>_I`v%0Tmw`J}R zK!!QlOlj0k0#pHwakbB0=j(T5Cpa<8fp7+Hb4t%|k4+(&a)Mgg6`SdU5=XUq2%g~e z^*_({={`8?qFL5LZM|w1+v0YHhbl<%L@|F(J zEYeXHMkmI{`tGe90$x-_q9ERHP30nr`RIzkSWexRtB}n=`_k`A6|dQ9!gbwh#BQZ-gUekI zf9UVdPS$;w=*wSF*A!mstSF-259e+9op6x^4$J+*KegZ$t@PlBVwUh?cl;4F z1wNt-snm3U&I-GwKNwz(Rxh^a44@K_f;>82?SNMMM#idwYAAfywlo3UK=DloSjYS8 z9n1Y0>x%~Ex7|Th_xAA_eOKkUeHWy5c93r=@UFm8Xf2;~U$vTqM#uobMcUl4%VU+C z*4EaQKfj($S|Zr$tYe%wTJb^WN4)XjcZyf^&WBN^T|l2g@X>f=_GO$fTYL_XN$HuG zh`}@skW{70E~|OxHH2v>&tMg%->TXG3}ifz*?T=cJQ{56+XJskKJN_b#pzBxo{XkL{B|<8ykUtaBwdd_A&yHH(ssKLQTN!)@f9>NuZu24_HtO@|Bvj<*&vJd=$4X|~BKwvj zFw>5A<$nzB$_L)hOsC;_1CDm)w1^_r+#mB}QSf(4JE~dr-DhbzN~Sns58HzxB1lMy ziBkZH<~{vMVslnyx~+k)FU=Nf^8jt&e#@^&kki$M)q#$Pm^d;hDCiirjxB#3*qSeA z;*vicIXK&Hqq!yrAjA6J?8?dybq$Tk@bK_HlTwqvCC2!}l>CkbD-b~vw)wXjE}0-^ zm|?ip{0+GG%j>&4I~5_o%6tAhI8YXF-jyph?CCz(jBVAG48)F_v$YF7 ziTNn|!!4bYI@nmsM@L8Vlv?{IMFw4zCv}^3Co&lOll@S8v4sClh4+KH%>CGS5SFNG zzRTXGNEwvbV#{`X_RwnNcLq)XW$;9_?|p;mc_S;Z7jb4E%WXbDEX)6Wp))3hl`QCQ zfsWUiiiAYqzujF$K3f!JNGN>GT#L_ zF_BUnK>x_WbqaRRO54T1iCz86c1TqRJF(DWoDV6xz!lX5H`D)wvA%ls>aXp;(A_m` ze_=6E6Z24`YD6m|BLf&aD9%bYPqvx~mM7~yo_k>3=C$&in$rI0<+XldGL#eG=ZB4r ze>(}n8p_+(SK)h8c(6H{Xqf001?!p} zj>b?eF?tTm@Y-!d9S+J6h*#vt_8phRQ5}V6C$!b&8E;rdGTp-PB1Hu*oOgqlaGrrQ zH|t(z?*nk~bNX}XN4%un#e!f}lMH`2?<|#Je>;p)=-~mugz0d;;BiZ@S|IMPoysSu z+@bff_Jd2mgM))_clbh15fgUa0W@lJ_S=?9O>MpeeHZ=iC7suB=^lM9<8eU#$FUz=9q zl5(x-xldq)nZ*yK+`wKVJ;;;%hf`j|R6Q1Hfk8pd{r&qn>x1I2HR0`GB_ENW_WZ8~ z&$|_HvXm0a0cIZcM9H1qUHUtB?(|d+tqkYON=XGb3j$duONgqesd*(OWj7KX9VbdX zoGI@$+ZJkjdT8y!q78mtayHFWpoA(lv!Nhp{hI8L%bT{klZEaz}1VTN~52rj#xSyCqi?GvfuNYEg zCwR$0(s{8ul)F4$&0|@2#0bxeWY7@N7l52_NqQi}B6I>!nXEa?nCyn#x0UkLoyH>s zA)weV@eLVq4dkjt!^?6S{ka3LCJsmiW&#g*oHUqB#777{M*rrcwcz}m`l;pR-?5f; zzX255N__^K?@yRyWd7i^lA3sd8?0qY4bY1Xc~PP#L0~7h4I!Q-*=k#qwcJ{PG>Ns0 zI~ptoSOf>e1jle1Dgea@upPiE9{eudy?ehj&mmsN@mhb(%*@0*t7&~K@eiW~J-&WQ zXguFu_JM{mT;WnW+iR)kl{It8+!w{8nhR_5#U?vKv4cNTZoN58JLJz}6zToF`h27B zAq$Hn07+>dUtebMuaOcFB_kB!$u@-lOc+oWuSTRINduBIVfN1FH8#LNq-132a85-A zM0vgXZb-#c?fM=-fvAU23#bl4iPClmWk7@yyt`7a0&H>xSkH1gIy&vGtuLKiT(V)6 zXCo8Q!XK?V|^Juvv{9b-#(J`W5i4puu@&QDK&N1bR#BFPq#qI6|d6*CVH&tQfu z4TS&uekbZr9qFI`1nkNT_E~*)3PspI0|2tKBifz*G{TGy4$_2WG zngayfWS7xyx#tW;i# ziv9p;z;(7WKLHpVIbh){ekh~`LeBUBQP~9Slg#(;|DI0BulW}UR8zlwp@W2@;9>^^1ORjgR@KVEfo<99npqd+(x1k%@tp}S?xEcFqnug(zf1B9V~?>zM4M&( zJno*`@PoVw2J5?HEb6KkA_2gI&I2imzf%>^HxJ}IBOFTwB}oBDXFgM~eiXA5e83Uh z_5D^Em$zBUo(iK-aW=36ZOG;6uP7^Bn! z74fU?R|X?I%@n(PcityXJRlatrTw=HP?d<1(z*ZAZIR{AVPTEHusUv3E*e34$dW#9 z;J$yz*~1@h`j6=!Qx7VN6K=r+Ayn<(dY(IzN`%g>NS?xZk&k2MJxWrVLNVay-L~DE zo%nX33;qjxaS%fnr>7g?8(#P6_^XxJuPSZS?8v~@TVU6hH722^)|`6&@~$DI1v(`b z=)X3vwtjawz9`PY@!FW=kH6n7LA-`WPHZQ`wx=k5^vYXdR$2zqJVgA3>KlzI?LpUm zWf}9KSh}d_@uqQapasAtS*QlGJVUs ztl)S@K&RAK!SOOGip-HU9nta1z&6#_~RYLi|THKm{zxf>sFN?=}p|MMnT@_)sNEiTT ze2|QuqC?-MQOx_+ou43!+EVFnyLxa<41^kI4!V`lqz@jK3`Dv<=OI01$#~(iM>bQ9 z*yb7yl-C{ioj>T=BX)tWe{3*OhT%On|N6u?0xJAyuuuIndW*g35c)<${)>ErzPc+v ztCj_vE@B@h6l{swQmBr$vbCNqC$10s8g=y<^a~w+b(LUN{O`etjWJkf6I{Bv&w`Y) ze=WVIQ7ST`8A<@H)k^S)Um$vKt}cILR(ItkbCq%gPNL7f=daVHzH8PxGf;stb^9|` z0p3#we8hSnRyN)vznEw>v=VdU@uhgtHt;xD-(ALnJBfhpvl@C5ZPp+hK}#9J*pm-D zin>F0h4rjT_50kjJ&t?7bD=F`WJ1lLgUqKwy+^a>jP;o2QWgxdf!G-x0lk#Y=R?Q2adSC-ZzH-S#KVB>D@kqCZFbKSPN*>^E4zg@Te^A<4wQ|s$pK&Jls_3Pe;M3`c(FJuiICV%ey`h{`` zmD2qYjGC$(>Y35mN;*s4Pt{BR1MOC96GzEXM|UlrN<6o*`8|f#D+7s4}< zWHaB6*zt+^3!s+};5mq%fX)a!qoc{A*|gGMXUKq$ISy$b0K`n~y7e64hd*A%U0cl8 zs!#CrL_vpZ&vdij@^C&4Qi{S+8a~7|U{Gen(Z0FcOklN@WR4!Qp$_;)vT`&yJMBxr zsozWjhYEzYwl;m-z||`yuvU|h@%^%Lzt#>%9d|jgD~PS`6)+Jt{07{yK*}J1esj}u zvfgT17!DwNTViwr&i>?pObyY6S`#Mv^z;<9wY#eaumn!ff&Sm6zojgYpd+#5u423* zw~B#syKIxOoJ)q=o#Hy>#FA0$c^a6l{wkStbbjIt*bQNAyyrs**tlxi7XLQyv+*kX z_1`qlpkOOh&BgDb0Q3!aAgtwI!o&nkzrNJdhfv?Q1QqqjcCo4c0`nf+-^l2^0d56z zVf2=4lMq-59m_ka6?d|flC7^g;;nIbxdskbE(=hOeuA zTi$bq<5zC)4+7Y{j7w&9^iSUfvl8MWn6W`QWD8*TAuOkbkVePB`Q6DD92-huPo`v0 z31-~B^N%`iLhRNY{dWy6Zg$#`^+$^U-!xKeNC296oPbLdXp_eWo1u-`+K`>s06Oli z4)2V-3w;D!+Q|-(*kLpfkNk0n%{uBZy!XG#ejBDyw8@u3|0$E2V87`Jq@I2j53L0q zooH|p;88A<0sm{H%mwg#pxYx#DU`VxQ231jCM~g?OaM$3VOIfqoWJP(GzmU`^c(1A zCkyiN_Qo0;AD3kP#2}gE;emdynAn^X68tQzwZ>&(dnTRy$v3Nr%yxNKmy2@Xv?EmF zgvWvbM*ubyR#BmVcKFn0#4hsh7%i_VSTFgd1U0e1ZRYv?g*jRpoiIQA>#3ZcwP6}G z-fYsqcaeA~dk8M?2hbxty*G*;qb4{0$t8#J%gf7CG!Z{P424v-7&E&lrb|XXbS=EV zg?PQ`;Fc&SX(aB4n0)*dgnd6wq{EQE#C;`>A*XI46fF5S1*`Inp7my{-Ej^vDwNwf z!s5ob1eel(s>Q=TOvhMCb`(BMnR%>geNS4uF+qT37&@M>fsri{Rj0jYuHvjjD`wTc!=65-X zkN3Q67oV9*H90Rj?qc{kW{v;XIJw<2>v*$P<&PT%Z4@CFrL?%;f3&}X1W^OJ<#4;e zg33rkp#b09w|kTDU2Le~any30u)9uxHzHZ)~7MD`xU_XSXO7}aFu)OkrR69|~cR-PVZ&F3xRop*nT^ z)aH96P-@PCtjfI1F7kvHNBe%cDLLM){YewIC_1@W(*)yvA~7NY>nF1uA(w6yzyG89 z<3y2d^qCJKK0JSd79_FCjW}4rh40r@PgZGP`2GPZS~utj@c;DgazDb{`n>OgI%azx zZAt!j?;08jo0|bj*$j8?cp_(Wtc?`js*=&%8!+N>J=+@|Ua#LjbAzDvmDl>NQudzj z#)FnFNRK2>ZLjb-_~ztXBrKX<+zuUf`=nX=bla{Y)$epa#iQaQ$>lx>y#nwNa%K=)rtasn z38bb#sM3)U74T!cUbBWnhI~>}>D>>f{dDWg?|DGgma#Ohqv0ct1D=|o z)L?qdt`9Y%N7DQu2@I4Ogm(>rxZP(9YW*mhQdlqOxOKF&u%(2(5Nq zt;DDiJR!>iS;QdspTgo{)vAkoY&ygaDzV=V*lT*UJkDC7uzXu#MGNa$8&rzQpMYP; zAhbR<8Mt>ExPUOlNdGp{zy%cxa(Wub7Y$INnz5w}nm8@SJB-wO2m!IB2gxp&Mo6%2 zl?ocZK!uhESp<%(kpyu=5>6|f1bbjD;*NupWT*h7bZi6ru$`k`Nd(uW%Ve-v#rdQ` zYna(YP350_7NlW;)kpA*1g>7#^x4s`!4~Q)+%B0pNPw2y9~fJ@$lip{iqkUnmzw#^3Vrc z5puu|V5LWZ0}$RGdgRQ7Cj0xtA(0T?xY3Bny`TY6C9u^D30<6eB_?VmjMw{^!+=Z0 z@rJ=EHLszz=CfOBK+10@+l&y~3k6bC0IMhhh3i*P|FvAVTkVGfLqgK@JEH7X1_FS7 zO6gx_rwl>JYv4pDH8I9x3U=>5^^@}RW$zcT$B`zcLQ;(w%Xm2oxbi-hXgOh@jvwzz0{TdY0 zGvF($u(~AWLsdDY*eqx(Lz(ulT)+>oUA7~8W$Vc-Zi|mKtB=}TFP=|iB zezS4unXBuDe!lrGbKWC-WhQH%uF=ua=~B^@-^Fi!x3&4fI#n;f2$vP4o&O>D4Xo3Cs75XG=o%gCXzBXzj1@4&J!FcfPCtsqq+;4(a5JFDV)^szJy5&ro zu$Dw#zT93fpG1y5M!&n1sZ}osp#)h}c5uAw*~!5Utez)hlG%eqz)U^^TzCkA55*H3 zdJq$gKg@K7#>U=)HZ%y>p!ESQsWS=d0%kpOPL||}I7;$+mU#xpW+-8IdR!xVscR9A zO;S{e08F7iEBY@ZnOQ9Ygd3mcJq%W zfcR1PMlj=*ZFaP`>w>C=P^I|#2kU4tAfYT*fWf}HEXnGF*L{U?{81S654bN~TmoTZ!f+U%=Z+KGukjGhyV*;VGGeR>Y+wE&@tH0fGCE=*O?#?TYqsL zD=Tys0iLcqZ7u-+5y=xmn(=TR74U^cG%iygun*xRK}6!Ur8>1P1pxvv>EN=}pgtpX zn=PbaR}gP&4klb~^V#`>S&rIyi53RlN&~aPX~zIedX6uIv}i2?iFh8+(muyvrltM< zC*KV^X!+ch?Y?U%`=g~n;|UB1kO%S@{0P#qLLPNRDy;j%tHb%qo>f-UA7500tdtFs z)nBc)wzg~#1@8gBgenEy47ezl{WW=q38xGW3cU7?4#^OT|EIQVkB2gC!)j}{@@0j# zgQ)b`2C+y7#7GL0!Z=q>WfHaIFcUeX-O8@oR0ca89Ft*~5!q@8o2{H8Wzwi9W5_rq zD@pWSPxZ(5`~KMfzJ9;@jl8{jpZ9s5`?{~|y6?xpQd3h?+@$(hEGw%nO^@iDErLI2 zgJcOcwp<9U>dmUJxaiW|<;j3Z#d>Ls zAN36J!}1;s~^-j;P@u?Heac@@?BY+3mf zOGVlSTXxA(-gfkDf)1H+h`YT|?{u&i!%N`-0EZk^U7wM>7gNXw-N(rM zN3c&0ht+FzRGO3O^$GAf4k}jxp``+!`RXs+*LF?Il+{n^J%gnBufJb4|BOJG9KP`Q z72vdgEiycY?!^NsU)QR{!;LCSNt38_ZejO1Rv|;&L#7X`4n{w=vB~nn$j(z$Jt+_b z+s30|OXqjVrOcDZDXXNynXmBz{E#36fZ-U-{cj-8kY?=bg1v0xQPc~X!LRPe>A$0_ znG`)IBoq%l3M|E5b@hJ5EP-OywKKzkUku%@L1l3ukP)9BGn;n48y^ornzp3LcI(y^ zy1MtLObiUJ+U!xW+~pCVVQlQ-Y7PF#9iH5S`*|WZL%Mca`JzX;_Wp>4goBYLY|n+I z^5=ISABV2y*cloK6*b&wTIZ6IVC=hx@Az&z5VHB^Ho2JS=m)*w7tLeZd_RKWhBdiq z_#$Gz0juAAq7N-Fqf=Fs(08!^NYZem?knU&Zo{u%*Nl$rVoPQ?Kstb#j1);Hs+-9b z?I7;iHx-1F=KVX3qFMSp}jKxYxsf=bnouTN1!6wcc zz`*9qw#tO<*YmDufX8I3iP3T^g>aKg9~>80{$lCCSFR!uySrhLSH#Picqy9^AKpPW zVQ6gsly?ObfA?DVOz8~L$n0ribZn|5QjXLEEwAH+KA#!QD^|5S0dB0;ECv0ci%auknM1@tSoh$ zY9Yqu_PE@}vp(w$-JYVx)D`F+5!d;*kt}nT<7qg%K7DAknNE>=YIq1gT5rMD=eC~p zX}JE3FlDneC(WTkwxg|f8R^i7&LdlPe0jh{w*T~@z6gmENZutCU{d<;IXO8kS`(;( z$_8*@hsOr*11<6fXqYy95PthYf80f(8B`O~SfQO}<-^xFHK-wg_5@2%Zx@7WEZ~ z#JzC z0>-eV)%!>xYpA^tq2dbsOwI@_x9p%*xge;C;62G-8{A%SySiG0djwM_@wI%yKVA)CDd0O6wJ`==U5o{>&W8)A{KaCzs)?#}6m#oZCC&cO(8WhJE`o-h_U zmJG%gC+Ib~fXXgS8%9orvRJOzx1DIom&Qt#F?HpKdPDi=jkd0C zq0OGkd9B}XhT1efF~P&oJ+Byout>C~n5l8J;K@PirjijmF|aO*0|ItqfYD-N-ayEO z6q*KCMmV?c*lcBIpq`UAw%n}Ooz@R;3cu$WpZQy2qFY?sjgV}5{_9wOw51ZjzNU5N)^#8;i32%?e(No76cd>t4DUueY4n@;j`RUBHWtVBvv~WFAY#@?(MX20yRfTFZ+*OGr^jKcHS%<%UxJgl zt11PI-<)i}S(dOJf~-f8&om6iNP7{iD8E;s%YIYtqvt8i(jA2;xH$plosRrAYRU0o(+fK}V7uXSLOQqEF=v<5*)8rH z^@uohho1h`S7MN%q_@Y~wJC6qb$KNA?}<#-Y7{~lOvRRwbpCvT_`qH)-IfB6q*t$A z8IHwvyShC#*%zORa%7t3f5aE7KD?QDG^AH2w!7-XkyPy-&I#ANDy z-w*H!(4YCXUz3S=$`Ji6EvI|Oj%xzJ?}ax_Q_b~kO(7rr!K&3mJ%~w>oxiShzjb)c zXKwVmg)pvu9{SB-n%)JEPwI`#%r2c=@Pi54IOe?(xEwju?Rc*X)tO+jI1eeNe_Y&M zDGUM!pm1;X>ea?arat`W{Si}HB9T<%21lO?_#ncFJ&u8N!MVV_xuUWt);~-~GC1hf z|IwhXkZ&9SycJhHaoDuQMbN6OuD%__0>?bYgrs563mI=F8*tT4&yFV4m?$k>YL9g1 zAYOcJ?XSP7u6xsHI`pEe>lku+PLy}OHkjzM7~Em3|9Ogv7Pwaki?tUXkGB%g*-K1W z4O0y?5F+BTLxN3jiVlwk0v8WFU!3CziWm>5z}#wQ=ZA4tV3r}FgT3WiD*W$it~}9H z{7tmSCQWC+h(~cSb)A4C=#M5ZB%zQd6$=MHQSO;J(}iY0O#J*^wb;1%edqKFI>eYJ zrdUD^qNc$4r5|MHF-`W##gC1$xP7Gst~vn$0Swt>!#0*@SZG;A`j^HsR@T-}D}ltV zu%!-}Aw3S91qdY^7 z-5v9}c3w=RLv+kNCoDfFH~}4T*pTDg#YPS=1-KxoxbEVKzs>t%kgIlHgtqi=4at%; zyY&~cm_mp!8STj7cc*)4R0`G2qup=ehz`_TA8{kMBh~^O9^zWK^Lj<0%p|1Ksx(Bh zh1pdzuhhRueGR_OY2McYTT}sC+jPi3mZ_^VVqhL^tf$BnFiRcX-{od)H)_1a2Z3vLm;>B_2R{Ja`xK!L7y{ zqS>kIp=TlSp&=oT8#iv0iQK$(`Pyw#msWUEMd-`wf-)gg&K6+95P^dO-_LjSU zJ97pORvZ~%%;`JC!ZOQ8{zenD@~{p~pJlJ_a%+W&BoFgJ2lR)uvonhz28`^0e(*(l zP9+~}#0gm=`6rNNxY&fBCQ)dmSJnh;$Y4guc9i!y2k z%|IJto9ihG#(E~e5uBZ0JF3%sQFbuPQ3jT`B)k`UI=z2_h=r&+L07LkO4Wcg_i-vs zg4FBgI2skd0=tS4l7a==lHJVSw*j5lHz`>_`FNDE@hf0DkE^?n$8^9rJZtvsOk@(c z#hyg7yYQbP$!(|Q=+=jb8hpeIz3xvasGT2* zggv$Tz}lYiQF5A5)Fp#Gch7J*wcttQmy7_gjNBR{F!WXZRkr%LESwa{qdG69%di{tQIk z?N}wSgx<*Mo4wp>`(=6eS&o6QKA!@6SOf(Zz{52oYz|L;;epyNQoM%}L1gBB6;ks{1MX4_gcX)eFM;o;Y^j;i5eb!52LIkKB zPtiT4=ObrtZ;ueN2_sI7S0G?k>gyL(8OSfUibeIhC3^>GeAr>1T$j(%FN-U=1@HDu zngxFPdIF$eA19(W=_if5y0_|HP0z+0=^>|{(s_$Y^ zdkbi^@6naHU`i>EC*+sc>HT&tPx^VP&qu2!A|_J&$&dd(f0+7qsm>GasY{9%;FG*&inJ?yxeH+W;KqDOl%Sb${D%L#dnb3x~u<|5d7@0Kwv$r+55>u2<|NH&c;4wz{ z{g-Lf4}*b^FtU-a*pk49^d~DhtepQ&=Y5W;c7G%3d4bkKt5aq3yC7-4;&{z|8Ao5_biv+2R=Nx|P8$YyDLg z10)(68t9XGOH0c)bR>#ON`=H4p!dk!ei`Rbq;I) zz-W4JJ-W{^%@`>O3D}a3j*ijU8|&*43`&ZMOk7-u{x$LJ*u1>Fah|%SlWBuj92~>} zz`OAOL;h!XzP5Z$466?xz9l5|o-GG4Uh3)TQ3qWg;yu74!8Tp#{FsoCZ~z>LjJa5i zWW>kDI^JLI7$8J{tumG@#N1U<#g$@2FJz0YRjQdpFckn6U($i zv?WpVT8&p2iM)ROx^XQ=Ek<{a?-IYi(PPe<^vl8CSIaQydlEF7riT z{AZuW3P2Z)Ya^Yeq%+^ZRrATbOeG+M0>r=t9iMzplFxC1WT6%`e!UVp$Rq+sua z)n|H#n^Hb@Sy4@K0ag=xQ`x1UMlv+?S0yR;Qdm8 z@fl#iyTpI4x;41nJ-HV0+zfHd89kxbx8ejF|Ak8VbV-crny$5vc}%nN1FxT(HYk!;mFUFEsI5rUYcY#ff8ML&ewJFa1BQMdtaf()C_Zu&= z%BUr$0Naq0ADa&KZEzni@&T|-3zAu5)HE>fLo|tIVIdd;7Yp`J$C!kNXT=@%Y-RZU z3GXu+#sA%x>faUe8)C9_{Z8!mjiK)=c4MN62^dpjfQbEEUJNMj+5aMZWNrvn-TcgM z#NQz^B>3d0VHvm0I9xJY^~Qf7M#iuF_mBT2i8sTIhTy3tL+I`Dc&_uJ2fAwby>2}b z5$>nxa2WXf%E=>x?1cF~pS-QnQd4Wo`R$x%Tj^FzbLt_CtYE}_Ktzjc(O+V*KCHeR zE%#1QW8m(B)w?ZnuemSoKTCbGDlWhlaMFHu;H;^Ur{B6Wj}t4ZvABwL`gENhYtmJMy)kofqnX8|1b>!fmKzN|%(a5)?qKKg9Or6m13L~?@C*xaFezQgz z--S=JgS0^EpPK($7ZdE*Sg_`##KOISzS0Z#h5FJ1kC!-b{;16GVR-l*QiM#N=D(z$7Jlttr`El%W2RWF38_P& zWEc~^M6Je3tW3xw4LhVlS9WTU77U~*Bj5v^)c2KUp-|$ZpRD|2AchJCu9v~e=~GSN zv+@6hd-*mPShq%w_(Dz&rbu0av3W#4zsT2WJlhNjSBre`YjU-p7UJ>Rd$((Kc@f8p zAXP*symwJnw)705mJ`t$%Jw-N|NDI^{asRI3pRCFgu!eC3{EV3+b-u~=)rUh1U^3C z0$KSUa@EeS)co)O233zfS1)pwlEjX_zJs+`enws@EmQX4xfvCw4)zuZ--?5_7Y3aX*%-3qH2)i^r) z^$W^*iT}?R^0%TMaDRULf!+yEvN$v8Tq_} z&2;aUwG)`t4`$}^W{;b!HRlrXkFv5*7g^0TaU&cAun(^G=4G;m3PZMTu}sbLU@!E` z$Ez)O2j0rTBzHXFE5$SLecVu(q~mf$w}p2jEUCY@WUR+VtLt!p5$Wt^Br~Dhw+)$5 z)4|cAd-FfT2yf585fmIy?df`Z^=BoTtRBnz2*-!yL<*^?%9I$3j*Vx=-uq%8=-}`NMTW_+45p!Air|>^2s*RE+P`1z3dtV zBe^{$AI@4_X=pVG4+j(BvBmAqclCaTDe9}|f(xq4jn?A-w<5o1lLp1+Et-bw8 zm3Ve@mMQ)MW2TB&M`NS!--E2-_4y!U+76TO_LelXOhVNrG}h(DICsWz~0T zQk53+{0R#ci?@+MUe;A5MpA+2Qf=9b4Ka2vJ4^zs^z_i84h!8TL8Y1UR-;-yBQ25b ziyiM-`0efZy0h;Zo3@R)GUvmNIv)sUfC9lr;^G+=MX>7TTI%E#=DNbDsU%K)FL3@_ zllLyUaSlEdzP`kGw{mYY{|nJ?pk;dbVDEDM(knLY&gZcuxkmZw9IbCIKJXXJwu!JC zmUJ(nnw&4Uz^y6oVXu)zBe!h&Cv^cW`kRYdjzC7>%Q#;6eJ(pd4)oM2b0UZl8Z2jo`}&@tQ<72u3E446&?gdeJG{?SagR zF&3srSyAbJ*A+u-vylcCrHb1s*y9`ITi@0KY@GUflgM~9W&NorN>x#bvecG=iRqZi zL+&f?bGf!hI+k=ee_6(Fd)h@uzN$>}0Wi8Z4pvr16xkzXYx^oLP9uv#nr;qFBP^-` zq%V^oBcq?`Vg@61gxF7+aX4Fue9yESLVH?jtl>gF+Hlx--vHdlIy~I@mjc+Co?SV# zD-?qB`nk;RY1PJot7YN*g4d!j$b6;(0vQymv%x$=J&=i*y45%F$DA=iXy3LUjV>(= zAUA+79<7gPe)Q=l0!d17VEde#om>PS$HBDrhVB;87JIC6p9~1Cl|Ohla2if*8MDg~ z;EGV1pj4@L@bS3@QN z0zndIH#lgTna^^2A4pLNYe8_mNKLFW3t{%0$ppb_ZK3_s<{C%VTm&Ys{&HR6=W&bfqXA z*2CE8GEmy|-IxpIv(fH{$7%ePASn3ckKK5m!}@@cTWZsx*;iqU%vI8yf>}x1xQ{=6 z$kYnC@jkmx3TaKd3#)liD@_|KbJj?%^XH$7N>>LR7GP|i!kPLgmlGt6X}U1VcerxE z{dFkjUZV_shfN%m{sENP!D1)7#RAXJue{lzrc`m|w$Tt4k{XvwVTAH2PFpxzaN>5% zATW*<&5JNQLpAl91`~2=HAq|(n28a0T;MMGYc94QYk)GmiYH4wd97;Zjs7lr*-5BE zKq!}ij;-4Lql`BN{0+z61oXn|)+6hGJpUFCaEX+ik1f zN#bDp7a#xf*qZv8Q@hU{ap_GUsPN@}YWykJSnxn$4+TrjWLnxiV6f?Tb%VpjJzMm7{LU7kD)VujTUuRC z{X}(_C&?zJKOckg^c%Fr{-AjghX8VrB;?HCrkYYa=#NIOHs%`p5#OH6Ebh&a;*y~5 z+(JgOy%y>7HhGHiTwYs; zZ2PtCcN#@5E}gLj&17ShZu2ju*Ou<@?Ue>*_cq;yi#*$7>{`U}J2T1=2ct#BP*FrJ zu#l=SBV{52?+EW{k34F>YZs94eCDt9?P583IN3}C z0&4J>T=S0pg}DW!^6&~C*}3+6%ExQZ{=9B?9!JNx)N#Qc-Hh(}tI;)jzJE|WR@`mk zT1{XimrqaxY#j=pS|)a zTk@mpSqVVSl+*87wku-46Gsp7apL+Jpid|(GmE6ayP^sm#kJER}jjYc|IBi3N9pHYs705bW5KE6BN$qDG>`nq${X zCTR|+&l)i@Wo{$%YELuBks+3#!)vjSA`Ba0p(-njKL4eGbUQd*uxsyccSmEd4Zs)9 zmJ#5pL{7%JzjI~mm+?kR#Jb1YD)v4CxB(}4$9D@Kb4&_|^RR|+UNu8_YzTRtrc15V*1zb)oR$Hn90QSHcbo=iJ;`q$sn;jpN)#hHU~|J87? z%^vFE*%F+`H7rJTo$6fd&H&@GFZRVV|9x>`+_sO~zDolMo`M($^Otxj9RU=cdM8)e z|6${iZ<7yICCVLjw7ZA6;E>9uCZtR-shGQS)Kik_tX!wRipaFSU2V*ME6qfnbmj26 z>>%xZv$@wuB4G&=`USFw54rstn{T=a!F0)qrKX0ALPF3&_LA@?UW<^s8PBGvz+T_B z=F`T;<{lHZ4+XF#<*c$xLSZ^^Yql@!^1Y%G(mZ;A5fKFG@x-Sk2qwzCAHDhCeGm;WZt%keMi6ccY zJ-Phmir%;UQ_Yq`w~;m@R-lBPQ}jMbBoqdi7Twy?awu1q^MXwYC*2|zlC4mz0&S^l zwn>8)YZ{hOWM_CSwf8J!?Hf#Ll?)DPt|FAvFF8zI-b`i4D{B&}I<_d6{}I3Q_YhM` zDuHb#yn=qZIvjw!tDl?7c2ZQlsi+bN#giFI3aoeF&6%_%YCNz=+DIg~Q!v*Z)OEi~ z2`inUPRTgOZn_Ys&~EP)X}OJ5x3+Sg+QJKz%3CVH0_vNQuR{={M*spZ5n9FO_xIf@ z1iNEXN)KllxrN(m;%i?5VORT7lmRsQm>lBFO9P2*q8HJcv`QxYHHmEPFzcCewi}3n zE*X6IaDqh^D<9rpZUFJvNj8~^q2}r!V$H%|4l+6N{rwvT_Xd!JX<~A*v6sn`4_^DV z#$uMJUU<``YYTG27*Z&$zde0LlI};aH?ru|Ar9o_|~u z+VWDJ>z;@BWVJpbh*T@=$_eS3tpXpvU@nD?>sgm(O1TSzm~PJ`K=yPo{T&ny2E?)y zl<=oEb=o?YP!Z30K96XiDhWQGwSb;LEem~7YwAZ79>O40$jy-uR4G8rKSkMEgMT_t_PW2JBErV;L=N*irug ze9*+mps^{y@mN@lrDv(IZ_@^ZCFrQN(C2|Jh`2a{u&f=8!8hEOoI~f4Yo_Nnfmy!O zkqeeAETi)3ALHncI3sEYgm`Z3%Zi%Ma^0GyP*OG2_S)n#bw1Q4ojrNqy?n&3^pB}N z3)XjUMHde)bl&W|ZF`4vk31eBbjp)(K)37^bzk^6RUl=LAFq7n&9R$7Coy&0;O=)U zR~j*+pHtlu5NP4B@u=feHf!g#UspqQTW#W+gI2?#NZ0LYw6EWB@ZKVF*K>D@%t<;# z*vYjT7UQuCi{MZd*MsbEHowC`jEQR^JF^2dHUwypFx^ZQ$gtDFJt%<*3=Kdek;O^$;TKH32QxvXT?Ir6x(jMm` zTQ8`1@@{8zk`Y1f)jJ68W87#qC-74+2d&{mSdd`+D392-e^yaxQ_(#ZY$o=7u2bv# zvHcPG!<7x>4%-F$8Fl-3MbQt)KqM#0m;Z2p+>)OvhYh}VReuZw^A)Gcq96^D3=PsL zS^1Vy5*WA~0E5oziZbxOFi^{Z8DFKdHQ15^+}z2{N_$gP6;gum^amjct@Q^jydDOz zsom3E2seN!5k6fwP~BPx8~?E1PiAOw^gmbr0swJBy_+$d6=6PkFY(g?TxQ{?|M|E&U$)~80C6L`WhbYuvUp@5RDuo~W`ln< zW_*8tMkc~TupoM6Fpcb?GCg7gbpx$}kiR?wC1^_rK4lB}Ig)w`CuUAjlC_S^?+^5Y z6`hztSp)z}ZdSzoyXW`k+P9C*Vsc8xJByT|DM*_zfcX`2n=xF9nKQf9DUIQ6&J#$)x!Z(_?s zmxy8*msglx>wM7LVZfuT;u5pXYJHlMi)Zcl#$NT8m^ZUEXEvr_7P}hDtme4NnF#bj-=t+}U0Wa+P#S zwDT(wh=DZXXF-VZOvQK;FM#;b(J4tquuMvmGHFvFIqJ&2EdiTpYo7>>iW`JWs1eH3 z&;a`ylDROWi0Xz(*C#smn0bVCGnNz$K3d0r{QU9fy1qPHn$*J7vSEXtuvSRph{!wp z)q+7#=f2LaLzb^%K$9Wtv5sCTMKg9J;%tEO;JZ$0z+?+;Oin46Fu1;l^grGeuyb>dRBzoinvoL$wOS>lm@x-A^ovc2w2fe2? zLcCi7!uqkyIY$S6t1~BeYO-xVnaG}n&C006%&V}Isj-=E!-nY;_{x2kr`7Yd&RvC( z&Q1Ji3*sXwEt6W857I5zi=klTP{Y;*fG?1D;JHt@)mFvm2I-W}}RS zEhha2lKfh&8zIp%I{&M3Und>I+=w3!Fi))OHqK3-=ENBo_lndorMf45F45xuvqRjd zt07DpZ1#}+Q@b>WbSf{N3e`q;R$REm%7DS6kJ^vq6#a9iJKTa20{cUx>-a}V#`HN= z{ZbodTKi=kI4kb(*wD)N?D@{>XI2^$#+nOx;Y>j+ZkF}e zzTwK9`!f^E&JQQ1n>Wb6JYbdSl*X@02WTqL!^<6Br1si7%CcMAH2p2~2@I{tJu93E z6*q8n9C7H`@vPg}9?wNev>d7MKhZb&7_2YVVi8H;a$@U91daKO*LbbFJ!VSBo-)gpzgRl*uC1JXc8Wu;nMwxlG7 zhV7gNj$XFYzT8yK`k4dQqKZ1?QI%PhAER0ny`_k^-G#yXERocY2+}|OPEH@Xig2{N z**?{kx?Ss@bNZ}Gkfmou<|8TkRg8ZgWnYi1tPzg$(PxkGI`<)slN?989p++|)08?j zJ`JdKqB(G`|3&L_xKDs&dwX#Y@Z8zi&+&te>*F8t!YV!IEKLa~f1vEwTVf3~zB%Q< z1|_}UVkm3wFYNwO*UPoAc6m1Dm>!|yHaQ_0@@U<_1+q1PMfPZmb=WiPZhM=X`Ced{ z9kD||bnYZ?@_bh?Pn0^Ife;Vs{F?|e$XTa56ze6TD7p|G+RKc*a^+#f5lMrJC&;4c zG|Hsp;&lw%P<{Vas6(}DA&ky(5w;$;=(m5{lTlQ1v zS0|KwOitR)WU$WpyygXY{?fZLj-+==e~e|y9zBAd-;D@DwiD7FHJ&w#I$-sZCbl8kcId~~xUWB`q|SQxP&Ee(OC~4cV-=0bKGtK;yUV1_Fvq$3gW|;V1-uk&#)ChLHSw> zMb;v+6ARZ(0h!DNptb}@DeUv*;kgEC$a3o}bqB2-PkwAYjXbb%X({-}2g}mj`GW(r z^KVc1>g>u=y+FD?Gb&$x5dpVFiyAb*D)n@NTIPo{O4nyOOe!KQ_uF)gROKQFEb(Y! z_?4e`yv`o}{@x#x(KnMJb~&`q^w~U(vb`=l5K(KoS_h7_KyJT#(c#=I@%qs_&Lxsi z0k|CzsZNv#JH<&&a|A5v%aogl2khdgdr*3svW#_@PA=tDS-%BCN93~C_2`*F$3|qi z#5Wyvqc6zq<70)ro=;yN-8*NfB#A$3`}j@j!4h`$P>oQ{P%28~da13#R;T_Wbpy-6 zLbr34uUPuAHWV~qYd%C-`=@ooP1>ll-q@IP~`G+tD?fk8_5_*z>0S}nZe$2;U52UzhY z9LNXzau~o4 z0AfyU5|&6{2WV>+00K^-=9L@4yS}u8Ft`1s;GgKICrBzPJp}_E7^``$jID6-xeYIjuB^5_+cwab!+lAp1EzmcEIHivNZwj~3l zi_buBqzZafnUzx`MJ%ectQ|ljOd@yV|*|^76`tD;X`sA^c0`^ z(6%Xi;*!k%Y!xCIR3vT$do&vQq8#ZtlSyI?S|q-bG~hFlX$f69+6Dt$IyZh#!6@7Jp7h$vlFkTGO;*y@DF))tMb!%1Foc9NC#7)k=J zhxILw2}HFqtnT*bl&BwIF_L3}t&;ijo<-{^Uub||#k0c4VKeaUor$&1OS0ww$NEJ3 z=L4xS2^<9Qs?)bHTN=>P7d59ge7CpJOTNOHF+28kWCa%TC$}UY-puc6_v|e;LxRMO zJCcdRXP-{MJg;Tedny2Pl82u!?ok`rf$B~cD_fUq?>j3}fWQ?#cw zhP9VBTk!eK=~hR8O+Y;LDM8Dju!^eyVSjOYW3Ka7VZitd$uWaqVrAZyGxPx-Yyi0V6wms6ouEy8H<2)3N&hE?WHgWc=ZN_@xDNTmLWQ&$czneFEn;-Xn8VejO=R>sBWQ+U~=UE)bQ zd&OOrl&B?6tdIps5`KfE$(li)JzNFvl(Fd!1VrtvAu@w7#|J0A+|gf2MAXxL*?W5X zc!_%xm%`EDowgnY>CGkCS!`p+^jdc}|Lb{g+tgJ{)KAOzqWMqa^_~kX#d5HBZVZWI znCcE$2o)L8#0ktAH%Dpcyn6Tu`BAy}%4@G!?*U)+V70DJbiYSqft+?}H^nDjVx_8WD7DC{1aRJMlfk93}u$3oYmVtY7 zcujfdDyi6^UZ1(^5EV#$F|Nv>AkcS2iwe$EvT?}WjcS1L#RYN|QL*IdF;^+&FocV4 z2G|tHBfiurwXLk4!V`5}y&u!x%Nqk6A2U5h8>*?(h8l;rzf*d_(1BMxpr9`Gh$26Y zD`i@oBy>i~GW=QX;LJWEi?9)a!)1){mFS{N*36Qr=S>Gf6%d26^!^dm=nVHGE~=;< z45v3Colx1d#fdMKUv+$(1sgtgr#TYn zWiaeTGz{aJnh$)Qgwe!wd?ymCBR9Ep{8u^ike z;${e%n0T!=_oM)5mdcyE+F(Q;P*45-lqF^s&}ZI`I%ht8C$W){AE-wODn%lqf9^-p zI;u60lS7c@GI$W%_lg=0GRM9kPL}s-QP0s9Llpe6WK(3j0IP>zSN1-|kWwNjIw|BhiO#PP;lfWDpCL7Jr-+IA5oEG;PSaiBy6-k%C|YVjJ5BL8l5o z%kB1af7m>Yp_JcNA^N6e5r$4qD3FE(;M8KwS8eT+k})zY=NvS!)^xr9$`SFx z@3BC9bO;P<8dPD`;>X-yLO1W>I?>ibF!bmVtQ)96Z%4HtNPF1M;gtQYp&?}W^w(|} zbB=o}5##Kp49K4&8@*IKQw?6!ae%yq-o`P;g1gbgRD$e*- zvV?UH`suw&nj(GMeErc{kVmb%^#P=^635>NG>uwdi8Y=r1kZp*i|gI?mljKxJ{d=c zLO|_5c5^|uNZ#V+zr991@A`6L+J;E@fp&Z%z9zPMDapU;o`XjA_bH}UOQIl~A{EFC zjlJJ*ci5RZ-?Vt|4(Yj`W^011NJn0;(Wk4iBi)vI(wz0aXhwu|LSG)mT5sQOKuoju zjWLjcf%m?zpBtMne^xP+$+2nYgMvC^C)Ym6bm7{wq|-3O#5{Y}6*E-Wv!#VuS@u3) z>jauIyQ{s*#ZClnOSI>h8|=@E7Cjlzysp`1#CVxc;vu7=1R>;wu|zeor0>)Ktd9X%=>B=?`|Fh zg1!^7xjasDL*?bK#>s1uTW6}^7Mc2AZ7&Tu~arZ{|(R7*~TX0_-P$}vfwSNm53^eumDg8yP z#UtMMJJGR}H7xHaVP;NSD5G+4^sOBF-8(hRdU3#*ACf+NH;GfV*R{{r9y$FmPV1~o z|E7!tEDHLNXjN5X&#GSk@^KIO=g)56zM1y^)%e(0@HXJWA3T1^&j|2v2b+l4*IqY< zSo*=-npDXrO$bgzGY{BzY9m7!JShwi1u6a*9UiJbL&eNj)WP442@VzxNT}mx#x1G#@@>mvtiSENCO*>3YRNFE4qQzxGvTHkCUWA>INa^$t^KQJ-pyZc zF!bgx6RVw$S6=H>*bJdhlkh*+lk1z}&!o$OapN$2O|&ZkO5|1D9S%oONTY}8f!VJ) z8z=g(zyVWjPVI$YTh{C`yuXY`U5cLs3dRMk_^g?upZ^RHRi7>i2+RW5P9RO^c56yW zdrN1U6}$>d?|CQ~xpwIH(j!qr7xHP*o|Q*54&azvTm*jq_FNzsUElcJr+NTv0*&8b zOjG-XD%9&gNo`;YOb*G^7NX>_@Sfk2GWm_LH+&M@!%ynR!a1&fu{BXrp0<9QNp2s_ zlvw)7^K)S5%UwbmBV+l-UuD~W9@7YJ zWB3bq{ppX_uFqoZ!^5EvJ4oUs&~SB-er3sdht^=nC3Nga2cA--VnHh9RYs{MoXsv) zqJqMnt^{Ss&qs^$_ycqRTvy#p@SS(uX|}l9q@_ij0Xi{ zZjZue_AUPyJiqX{8hauC;;6fk(uQ_2$y|p=eflNPGO?i4z#G)#zwVSWw*Gr0cSA1a zIn|;s-`Yahl^%NEFH+VyPEeEnditTyyQ&4&8e`)b;>wdh;6Lt*Z{lbh zyJM;H?+!$OrJGtZ6rBob7)YXYl#50@lh)b)ejnpnMHm6C0O^|oD4t^y+#=#K7ZLzz zxFxIqEob^gqwqy697yv(nFs&_-~s@3nc>LV9!wfFA>Am{+67T<7#sP?m@%C6neM1n-6_|m^fqO8ofZ%^w zwyyo>mq0Ve&(lA+ZN)cn%gc{3NWWa;JpTQ|bH5F09d+yuQQt-?S!_mT>giO*(Bduq z7z*lm-&CA2Hg=mqzL5PRi39pEVyu{g*?!J-Ma09dr}rw8eyXkC-R@Lju6~)T1*^m6n%bqK``J&?%x{Tkn zIAKlNpT!$9Sl4r)J$+*)D|eA{_<_W1mBuldq0!(IFhb?Ne7 z%kk7N>NfX!<^D2IXcWr8cYC0deT@gi#DtciIY4uXoe3BQ_WVN|OnW(6ozs@@guaGq z&ueYdA|}^*w_MB{W)k3ep~RX-#&J?@@iR!tJn;CV?^vs;PBr7 z&W(%1u?Nn3O$U1|XgaR8f)GQQa)aV-K&Mzg7|EEcq+pGrD6Qu+M(BTdv}16-p6(22 zGF_M@48FWpB@ulsewVSuO`ctKo8yO_pYW&_9NBj*7A$z@@NF>blO3)7etMdBo1em1 zfET{oxs1GbO^7m~bWd_i)UV=S&t2av?(}Ru5vPhWRu(REM$b0?9EMqH3slrp+C@H$ zl_#|^^l-xzyDV`~QzRgs?S4>DbYU~|GjswUP#>N`8 z|5nkZ2eOOB`!XC~H}(TueTUV}V7k)sA0PxvOE4z#d=ZIUq=uf;Js}EQEpq<;{QGCZ zSh$z0>LedXKEd^i=yiGCsn zX64rX5XL{scb}fm0Hqk9k%8y@_Dh#MDgDJ_5CQ>xK8vGk<(f;sM=YIOCt9O6A1{Yn zCUf?b2v)n~6KHh}F3i^vFRT-3i6oCn=ooy-bc>UgBciRx_c&2?J#(4}F&Y#V1@fc+Isi`4mp!24nv&Tf}Y_^LIKtHbi9|2q2U z6%3qb^6TlZo9CtT(>Q$eaWNPac8eY6e8m6UklH4n6`*5!2s{}0WR@ON*yDsOdvkf) z2Vj#5Tax}w)@PslER5N+&+8twrSB5i^Lzsk3DtM;u&Ey`^X-<5qJg9)j@RGsGX(%# zgXiIAVFIk&bu(JcteyxL|H6jvuXU&abp7Ykhu=MGcI8VT9nb^QhS@V}SAOOEK^+i` zD5+@(fH=BeDe}tH>qz4Kt{GSYxIahB(o)Yj(y3-0{4tJYyjrhHXjJqz?R@||LZzIf z5fF_cg91{Ps{$33FLg#{0BkLWe=^|)* zlWYc4&2L5gwh`7kl2tBk7{FnOKR{nBJ+~GM?_=~cHcs-m-gVXBMGZGJ3}N=Don_{16d1D#DB9~fu}5( zf_wq0$*LLWaX?qg;MpJoR&8;=Xy0tTg-mQf%Y{M3HCoZ!p=vmTJHGML8*_V}Kaf9% z$Be2+hiS1ByuFvo0K0JRKlrMW%tkcW!|!0FEz;^HuyO-hx+proKaQfOCpUJf?DZdrTfk^GB4 zm+emQ{LY4Up?(yU4KyHWtCwTU>ea_L9yIzA!_(f6SJ#n7fdtBV0V$%m;D_Yff}oD< zxUn;*1AZyPkPhQj(x*I3aSE9%Jf)K_fb9W4(y6goU<#bOB^+`~t|{~;H2BiMZFj*A z;IRPBOIQ0L3+i!mjPg8ve#NIK_4-h~A?w45v{>n$$wRZldq<4!xU!JI^ZO4Sv(q2z zJOmP4?GHXcLA4|PAXQkQ0bo-p#0x0BZ4+;V%!b$x+#cI{4jqjC9&wrHKzzj}`x1Gku1 z&S{+7A=+xaI#u*$U^4eiw0>9Dk;?snZJg~BZHmVhQO`KbtjOh~)QK@goWH$e!sH+$ z2usXT92B+G@?|SM&{{dVB2!)~Ar9`iIi)3MRrzpzeux1O|6k6Q{9>8!>aS+_qKmV9 zzW{+C^D{Xs*1@!aQyefqhH7%VpC2Qct0SC9z``VMyB)9iCYr!k-W-{&QXKKoquzYU z@RS8((oYpJA^yR?<&b?uZ!p#%=+Al=7y}TZ!>O_Z34poAH}xEWqkj}BdQL@HIl6met_4Zg8Rpc8K-PsCFz7AIW-&*#Qi<>o+3 zfYOQOndnD6IZ?@h^BBJy^QCxorviu;8`eh*A&^jSIFbvShUnX`?#Ql^xTc?BHHPwq zlfe^Do{Hw}Nfi?mGepTg2lvN5hwkStUvh5}yQ}V~0FsU2+`b~f{ID-orDQkU4Rb97 zJsU_RhdPiaP-VSSl2`hb|I2pEMj`FF@}gJ4zL)yXFDOuJ(~dHQy}qO*A;!3Pk(j2R zvZepkVXm1nP{S|m_wTv^B?&h=x?ooG-Pd=heLF30U<{%aXv3i-umF^fmcAISmHcka zuKw=m6e1QTjyQnxFl(5#BTfL;6rVf|fZYL&;wR#Vj@j^Ue4K&%O!q&<$#+lBn^ZN{ zCoK<_r?%g5TY95VRSe7~0yzZm^;YU^{2lGTAi8*eq8uzofU2ZPZC>u+?P`xOE2deYDVFFM1)Z z$n)!`FEF6_A7-X)cS6?_h7Dmx@jhub9Ir2jYGh_rw18rWepZE(6Y0gPkrLbS>hBi-M4>Hcv zzX*;P*k&OcCm&}|8KL2E3A8th<`wyA=D}UGOVwXXA6jH<51#J@)`8i?schK~qmPqo zFB+JVQC|#`b_}a$jw~Fi3PgU%m~@%yszEyMaoAX9P(%!UhCm9TpYe~JS}E^q1^_}o z(E;V>nvGKfI0+yZnMUH?>OViz7cv0icOOuTY59T`KE0dWcFA9&g39dzHSAe}rmkLz zbS6^j|LB%S4|gdNcM-dG32O)6lQFVMbCfqXkHhA5-H+RBDmC)KWIV6nZ&)r@W`&2yoz!#qeb zaLg?$`x-+pV$Mx)$NWa&>AGTW6NDK&D(X#`}s4B zrqLo2jYGv~;2SfFYG9CDiC2!#LE1-P%7ZxdtCDJd;{`vtUo$`;>qIF z_5(aD)^4c2(&#O`r&99JEu$&y!)0F$#PVeo?;wRwC^l)zOeX*4@qIQd6Fv}zv~j4l z8odo>OdgX3WXQGoXbZy@mlR?vMMLIXoclWezTv9IpB4D+Nz0d4W#EEJ*tbFdE3p^Q%C-(Zn`j5x4o@j%BHW7T@h&ZY&D*cak{Q9(0560HcDuGl3q=(1dXCy&D zTcZvU_zi^)D1KwO$Ex~~LljFtMZUOZCT5#Ttd!GJKz#uCaG_B;&&2)iE%l!6%-UH%*@Q;KjT>$$AuXE52W^*HnQZ}HJ;tlhW8mq5V?`Z zuUoEUtW#s?Ahe^nC3giy++PkapHnX=HaxP7Huv4%@)H}#5#%l!p;|IJ;RLYn>n9je z4wI)y9rUR~L)VYEx_v*OE9;Ut1ol{EdDrqw6eI=J2Axr}v;<#!ptamMe+#B}tj^=i zU^yT1P`X(q^D1~1%!st^j@olivNRK8_<(#~gw04`%gN$#)3n(yLknuPp0n2{gor+% z2#r2|i}#2{MD`;_y)$VkHKezfLSxnAp7|-Vr8?3`I^peCZCV$wABZ2UHGJ{A%nNhcFzMf;uR$bjm|PYMF@L92 zihnUx<7nq60hL)CG+Z5+G5g12}Dp#Z+iG%79RKPdXX0``+b^YJkVS%%?U8P z5~i&A)YGF*i{aF~#p2lXH)&kW5g0R`t#_a$6+eFpOa-&NQYe2nI5NU4)a2`-?&!!V z=670llF_i_%Qmww5TU89EvK)qUp_$K(kNu1PXQ7tFa2TLg&s-YoONA3>WGm8#y;8? z?43`L(Dud2qio!jubkFXO>sAko@?G-$QE`~Jy}pEBf&F(7au>nIXjp!IaqM2bK3Ac zTZB3?bQUN;Us6s%P2dp7Z8tjWu0xeG8OBspJVO+;O)wp0PlEL<}G&dM()z z^V)IYX8yFIQbkj5>9)|%{HW09b)Pg4mG=m=o^b09Z9su4HvcOv?I}}kGW-&SW@>8c7tG9uH)qR{SSJ5xt~}YuQ?GoZR+n9u{bU=)*}J;l zun$jfZhr&+_PIx25bhH^HwRm0ESY{q&eHj>HRv25?SMJ0iXA`8%rUXt-G`gwRe<2M zO*k_t)b6%fHNc>`P=yJQy0GrXt2^I%M~E1n6!8(RL4QJGDb&ojSzpWbDbPOz@KDI> zuADq@-GEbRO9JPi(S5C0``Om5^Qv!e6j~c0ZCd%b5dri9odZniZ^H9WUT-HWR38@# zO+5KS`|iCCav}r^G`P0*Y&P!s8$9-3j}-u00}CEV=8z@uAj&eqZ}3$Gn1rJh;CyG_ z*N;QzO;<#|K{xh@d>`Pp<&J)vo#j)0-ol$QBPu|oK}KlZsljfDm=u;cHQ!A_1h={KgsNu+>i@z6~s5*-CilEsun9HbFv#X zCjd|+q*SvQ3oQ}${~xw*QKJR^9l#S6@ryq)euvV0)vcn$ItnLYM?rznc_ppi!~QS2 z-a0DE^@|@JL_sAjIz&Y*Lb?%9K_ygDI+X5|926-j0g;kY>6Xr+k?!tphHhqld(QW+ zyY5}<-aij#2{Z5e#NMCUsdbj4naSII3MSbaveRbh@&4D=V(EtQD)+6*FjWtC1pn`^2SWe%q&C4Tj< znNFP`r0QE~?iCdd1c9S8vHaZfWBFczMBCr{Rryh71wqE`$-iXny`SVvzJfR5L2-yn>(6NTVdCZU_W@I%Hz>axzvcB3U-qO5<^A&G4XZ%X z?0rS24Cx^0Mzc&8)e{|9y4V3&y76xN?>0(iN!d`RHrw0V5K;gdHMZ%FaRZOZ|F5)x zZwwwYsXM!?PET%;BX+;9NhhZE^_!j3F}^RHGT;QhKdc4bV#{=8c={dw%7fiA<*$v! zw4IE@$W8r);4$9aBAQ^4qdU9n85WcF5hD>QDW1%)6jv!h>rHrapd#Lco-BtO!J=5O zbAw3g^Fw!J+v$~x3&W{ccSt=!UqW#x)O!VB=p5U;HiHtO1->b zv9lq zx^ixAZpx(9)oRt^k!A0!&gy}C6Ta&7KdK52g zKQWF@$0YqpJ-E6%7P=_$&>bzX!2ngPLXPrn!Utn?a-)$&Lo&QjA2!=Ayjgj`%=_p^ z_9e|_s=*K=b-S$TdY#uy{I?}94E^~tLfOR~4w{3E9p(I6ju&G5dBbMg5>wNqc^FAg z588cRX)v3yjRZ97jAXD+c~IbUED-~%9 zm5`>vn5ud#Y>nB+f- zd|_Hq<)O4yrFb5#CmJ0WMA+c7X&$_wc>$6ohsWzfZ!0duylJoTFL*kTarsZLxJkM* zJE0)i-$da0es0r&AOqM-(0-TRC_QXdnl*+}K3bkiH|QekCRF`UMZ%_kru58=b>by- znt_}-f5$XC7JjuG89j}>9hvV;3JAm|oQGr{*Ih2>v$Q9x>+z{c6)$X8Mdb4$&F^J~ zyR-oI4j^|$-Wo|`A+6L`kq@Yxlfe#D$!wDl?(@AapORS?NU9msUVCsCUhZM;2<02U zI$Sb9kd5QmGJXJgTvLe!{<}%jYf(gDMX3r5(M^ZiR!16% z{e>XB`PJ@1_&#USzX^RQOK^aj#7<`*X82uI7}=ofzcG7T>mv>RN2HBKw5|1|*Qk3P z+VI-lGPafTpqhqb64VMf&C>_TZUThdiq%yB=@nkTdjgNSAjpFL@=qw6w|e~8flT_9 zn(j+yNJ_-ZKGi+RFb~kTm21pwRFD2;fYdkk4593phyU@RBU->Cde(U~ulRA%`Vay3 z2)sC5H+eVzz)2w zNu2EKi(S;F zwk<-q2Cj#GdH3Z?!`GiT9(8JVlzp}*b~V4r=jL(^SOf~Sio8Ypv#=d9+z%+*%Y6ZN zulvLIxNuRi3S5#M>ke!mHvYPKqsF613~=i;M*%sX(ky2EvPpqswH+XY8j{Je>VL)0 z|Nb^3M5ydnhU$j~>+b&<#wk$oNs;p#HlX=Zr9B8K)t{uzWCf#aFV&2jyE zkGzX%IzSZ!q{FSO5crMmL&x|iLu?0n7_~EG8GMD2q7$$P0RXE4jD@@}+MbVMj{2?~ z{`Zc{B^sL9(ZI#BPlF*8QQm{-q=dh?vk;afNqRQT-gECln#MfV;1BxK&*M&Z1ST|( z*eE=`RMj6LKoVc!xZ*;1TKakI(3-o;IC_9z$bwJu{|>YA3ot7ScaWgFDC@cDi%<%8 zHacNu6der=IqUKD`;^+J@zU|`)d@W!broiEH2<;pC$U2WX8fXWqGZ1X{kwT};~g1V zZtf}(wEFWx>i(%6(bLwtvF$Tf92w`&rlGj{81fAE7h*Y|kz68FVPKTG0LdguS4Ioc zvN0n2qxxgJ>#|QHZym0!by7{3lql-GmMl67KQenb?A^MUK4?J$51~y>)L(wk{bjg( zR(fDzgAJ}Het~}FOBOt7YH#s6E#td+(&#TD!ZV%oYrHb2zvP!Ua8KJ4C= z_33kBnZ8ETZJUkw|A{lDvb>1iOp{5|?Ng@(UCTW?A=`78d~mognfmWVa&Dhf--YT5 z;gXrl_Aa&O`w1G26wTjqbHl=!DG8V*T^fU;W%dW!QuoFF)tBinO=2YvmwvC%fVF%Q zMK9Fn1}P-dyo&FlXyoK%A>V`cGM`mbaC*Jdc=ak(m!8KLF-4D&H)Wn{+iP7NH&1}! z#PPY7yhu;)bf1Dii`FBNj>QU##gO;%BbKT*s`Pf;_L*B{*Mwx=>-qS>di(L7eHvun zn{@+>L-S+L^giBttos0gux$G1l8Z;6i5#vOrg8^GosMU*16y>t8HabYuTN1#a5Tf*Gd=Y1<5aO)+A~J1cmLx$Osvz{pNPrzu%ZXtQ-4*&3DTQeZC9XR1-S2M zKwRfb6kMm5iQTsZP&r_U7``T~z2|XU!9%&KP_#()_;B2DyXZ(<>1lrf$J*)UTzCr1 z=dYGqAjmSJ?*IGZvl0|S7j3_ctYrQD1^}qdPk}E{wNM`KS=^=9IAjuXryB-?zV-EO zXWizjBwgZY6)Gw*@6^P7gD0e}~)V4cEqc-@su5o2M^e`-_f64O6{7WJxXy!q7EuZkYy zm5x)kui|C_QwBEMdUEqbI#5Pr>foBr+$Jw#8CvN8)&&ojlVv->tF_lIa(U%d+6lqFe){gW#ONmcRItHu zWYwu=bMV&RXJKBb@nIQWHGVY^UCQTWM8?hw0j%F-#&ONqZ)|au(D78-ZwwhPZv7F` z0qWl@m7^0%R0(yRh8o9SsWb)ANCpei*B9LTWu$&J=EvQ$a`sJevzIQB|JuD?VKs*` zj7=sq?Fuem?0n=z;IZTKQ+rV(`; zhGZz)?!CJHdnDji3r)XKmKiMaf?#v`lKVfw29>(442Wbp&p*)6162D*phw#A4>m%5wUw6r_(h_lA` zyG%wz!bm_u`=%kqQbOs)^$W~W?ub6_lBHWb+N3&%R*`~AUgPY%uFcTk!%3RFAMM@)qXFF`a zT2!8)=O#2pPI^2Uj@to*MBR!9Ht~6ENCv7582gq$PmA}!>J!ql9W3^Bq--!TQY zF|UE#)PLMGex^~ckJgyF|7v-IoWYB`P~^ENQI3o9HDv2S@dJ-M<}^Rszgg!N0MMYj zO4@h}I{+vQe2~NwlXy{%(ze#iFg;&VR`dV`$;NaV+9(!_2 zjfhtU(KSe5J-2&a+0iSK=Tcdl3JzAlbLTT^^->uY#wJgTlJ&TT zL7qqf4-Q-rum+8ypO@V}%e{mw2j~P&Q0PtWxP-z9nUe5wUHTS40}MWclY&h3;t=_R zw2b`u$G+uu^GJF}1Az$PcSNqqi*w8!>DakrnwaFYM6DEsaj^~llFix`rJ~N$#05;C ziO5$F{Be)02AT4adY~LI&)z6?i^sO=eNxU!ur>4zI3MxK3+0PUc>vPEg3gpT(^(0I zdh%>&TY>2X{3Vv19MIf*chYpgt_SJI_CT|xE|1!vyObN z(Lr^~*1U&>12-~fKbKNk^{c3a0CVT6Dhw`yo5OLg)q~oU5uHi3FF)Yj_4EUbVd=+E zAQbO@Mb8*}TEYPxVdnG-vZl9Ir2_`fUKN@OxKhA!oTabU%bG~L{AT$C8OpB*D`AXM zqAxv{9F!fCLhE8FmNR*(GL4nqNYAoA$vZ?-V^+jY4PNy^K^0COmM9V;iqz37S2iKK z;@%C#E+?0UQH0FK<5F=v9dMBHkIUV)k5gP_UxrU)MBg9H%B&t)?9QOzEGO{K@mIFc zEeZ1@3Rf~j&e;ylr1=r4e@$(`6)va|wmr0e!$Ccr@10+y!)mQ-U18s%{(p(5pMH3~ zobe~&F9H&A&TelkW@Z~c29;UR3(;h8f5WfoUq9Mxg|)roA|xTnuW9SkQiyVI+x5Jh zQ{KxR=s}TCt1g~YeAT~30-m1rv^D>upgNn>9$ovc;W6q;Ipotl^Y7!LL86d(#Q)Xx zFfrX1uWRuJLA_RBf7!t)Dq)q~qNbG$AMcu_Yf(s3&Wqz5w!$}XEd*58;z!;JWx zuF<%`+Y_x6-2i_ooTC69?_xQ3f9Q2U01LNHy-(9` zV;Vri=lE^!r9QgJ${Fa$QrWtpsl$8SVhVn_b?;P+w11`>!!JP2c1YrXCjtziYC&Vy ztF>;zElcFZC)?X+YP6C+j=rl@h8*okxQ&DNmWlvoph;rXQxKx_Ofz!-?_P77_JYmQ z`q=RFh2x3U+CBt=m`@G_Osw6S%Huq^O+=T_=r`O1fS8x%zmid zdSP=d)DTbU%v8F6d9_{J#{vaf2b{Pzt0~ZuFK+RNa1$KDm(HJCA~VP-Rx^rj+&${O z4?=NRoY2{BC#Vg%g0ShwA{$E!O+(DJ$vd@ILF60|kV;IaO!(RsqXN}A(3|l3yO!;! z>^5Kf(ZgDc~_>xog*8dI|Jp4sJ zw}cIwsUc?|E()#toNVsz8X9aDVx`dW~bOqj1zmB`GesP-6PvB0# z(O-UlpL;pi-%z@dIJjJ@J4JHH&4@xD#!_NjKj9k1=-YwJ!>>Lres^4o8KHd5s^x%m zOKI{OL^qiH4W$Z^F5salZ>Sm!qL=VZc0BA5y&=KVUqb1Qefqa zDJ(xMwIzZaQW~s;T=H?l39+1jgvNdlDlIu^Fp={4yMCHmxF22xlE>*RZ+x81f$Z3A z-2%i;*(b+>h~$H~j!oq{GNYwjsKp%K@k0OdcI|-ybaAjh!t~@5HD$`rI@T`})W})K z;)J3&E&sH&u*0douv2Xq2x_3FYk{46q2zmDlY)9j0EJuPe>0hK=;$S`qM5sIkBwHNu+{mzP&os~e>fd%CC z8r$9exRz#md4fI;E6v7YMzYt2(!%7?$=1uKukKricL`*3sT`EklqXFS*#X0IZ8H8} zo+U%;%2+>qlLr+y3W7{zSCp#hOP8tLiGw*d^lNMJ_9eD=9$Dr*mY}MSHGGpW?-p zv_H}1#VbaOuI^RFe@gSll}=!=vW6_9~dkM3q-; zP$n<`Z+G@;lvvy+`;@7ZEu<^vIiZ6lbU_}va;DfxHK{(ON#g760BsaMk&M1`DFGysz+md zr=kP}ROIQ^JkL+AKoJ_idiVNyATFV}PXLyn?5-X2aGcB+ff-*D`&&~8-fwi zsh+&4ik9cOXUv_8ot{i6N5B0baS%jm)*)Jw+$avD&d$;C(dJGT0>n>hPo$2vXLT2D zRj{9SP!}U>u8E0h=j<5MXjtJXo{i=>4{`9%5)ZxJqrE*rBMvbX;C|U@tmj*bA3@b5 zE(bAgAQU|pYnC4fuh=`Yt=QvYDu771(siy-)X`OlhxoKVIfrI9+9iEk*&3AJU|0sR zwoCSg3s1-oZ`KxAd^q1-o4Obo6aa2@XnnKtJUic2a<%2r$j{=rk{X1#&e_;cI5UQp zi0S%Kj-v1FF*GW}?LFS<3#3k8)DorU2?k|PEp`vzZH{eI-RUfUFVIG_6MH0VMt!OL zSclX2(6vAOW~`j&Pc06|yLxJODI_$nIK00zW_Qi((rNvWqm;q| z+ixj7GA)s1rQU83(Jx7dHt{e`1%9Tr2kV0X#imaAZ%h6ZC?r z@54pqi*Gz}hm=*#v^JuwN`5hQ;>+^PMKTrjfPNpXoZEThq=>5HN9S@T%i|5#V!&-5 zm}Ci<@7c+T(-a;R#}gjofdXV*0vqCn-y^>pl};= z<(dPuo=PVo4%n4{-Su*DOL?QT?R1;PsxR#L1;y({9TgeG0T{8~F5{rWOfJ zM4G-<+P}Uwz%1^zy&{tE%lMuPdf1r^&%F~58(|+Bj%#8{ujbEYWg;ZK^ z6>TNiIDEXqVhD`iZ>?P8%-xM_-DPB%+AgK)(<7IU-{c;@3bP@?SIb!^w_Xjf!%>?} zZ)Khp_(Q~<3}iXmKm?nRG#Pjb6pS497VcRRLSHx2a};3%9=)kuew@0HO#b8>sKBkB z)D;4WuSJ8s8q9#br{FA;`0PE=usx(YJ%r#>x|*sJIj=j2teqyEO>2#9Kg1Uv4x(7( zkMy4xe&%J4{dBAz{9{amgJ~!xk~=87-Y6yQ7xgbE$TLRr5GiN%Sf8xBk2u=cw(L#n zmmI1t@zUD4|6ui8?oE^=jO4(B)Z@Lw@}*m<4TNLcoyI`31)18@kp(+P%5BAxrpjKf zF6uD{XfCqP`f8o-!A|sUim^5b-<*1;dQ=qzr&Qtgk9VV4+Kk*P{?RdWgxUwfa!}Rte#iOY6I&pfGli& zn)^;`;9og61<=@A4W){~*|d-}yH`uz-pY&FH=!wMUC?eEW{eN)odtWHyr}THaVx`mjbiQu0kCvl3ilG7gzv(O|GreG7z=lS3FFB{s>)q?s!yYu zB4Z=3W1YX_y)H;%X1+m!CM+p6;@ZKgUU=Avck_|VtT*jGwnDo6lfFx`Rb$tLFozq} z{lPdq1w#EL3?6~L$G`epymUh39-ybUKC52Ed4Yztr2c05JR7BWY=%1Y_}9Srq5{^drBdxPGWAA z5s?sqarPrqLHfc;n>Wk&Tk0(t_5KZsK7ZWt_!^k!Dl+Of&#gPlyM7yf^xra~`QpPk zB*0$wgw>-f{nxt+XDQEk>}h;wT@D|@WV&WKW!0!Z-My1%Y0pm9vZmRyY`fl{GA3|t2cU8NAS8I1cjPo6#7>_>_C+;(=yet0zB7q?hBDQCL}O%5yn6lNK8rF)FH^RLNRbXXuC z_a4hIw}(7;Ry-Exp~Zl@1=8GbG6t^lpYPD*4!Su+)V&78DGtJg1F_;zS$NdVB(!NZ zLN6yN2~kF_%0~YVJbOiTUUuGxDw~wQ8jMN&ZXL_Ot^~=7{QyU~W3|5ye1ou4+c&zjm5d>*1|dNpY=SrzfGtSI*r#V0fgN4XT|!A-c-KQ`VpU z$r9C{oBvqP_z4Qyn;h~0WAXNu0toSi`4>nz`-?=R~oA5vrlsDzb zGFp$FvRJ8aaUcOB!~ z_B^vwfZ+06X{G#mP+a)stln$z26l-kac#f zS=7(lf{@qZdvYT>%Q?94f+@f^8ok(P0-t6pTYiWi1S`hjxvI)IDqWxi8z~339=(h40Rq=b*?(~ieQ<&P|1V2 z4ZS)&Tu#lOxxkF+80H51R_k1$#FX5UtchE8#YCa+0;p4DxfkM#8G=~?%p8o2I z1x7tOIYcGIr{9Q~m2*9zBWZ9MC#gZ?t8`=+vgqg^84ikR9PHV9tQ@fHV7`zCisSC3 ziz(L(+TRwlQgArN5I#WQld99w%N*?5tKKD7AqFCnjD~>?5|3-;?ZCwSzqUue$AwZRQI$J>vfKGhuTFj6I z>YQug=O>_=j9L?W(DE0%jd0M|mq-!XmR2SadeI~9>iq&K#8NzmD{2Q@HL=SBR0vpc zaA_E2s3Es_$r=Ztq1hHZ)jf5!tQ`adiV|vTUwF2Tw>0!-cDI*oTbB0|EH*x*BNz5y z9J>X*jxU+eW~Ha&AZ#+vUIH*BRBRtS47BMOU++g-e&0R0Cc({ss}}LNNkIEI9>;&h zf#8S2Tx+ArMSba(t&(w*6TYyt{Y6yy%XM15vOOb+*}88XvAO@X_~0no)29?Kb*%qu z?e=yh1J+^3aqZOAWC=4Lu}WHkXRqMA)k)cGz3|OMe!f zyIz67S>WNY1gp&U;Z|_3P*QOl?jzyG?$F^;uzTNlSZ(G#T{n&Hxq#U9r3NsGAcvAJ zXe1t&n^vqvLKzGMQ?F14=lI%ALc^gf`Q_W^z#59uhF z=%qP31qlVXb9a}TGya+O*_s+v*v-7s7{#hZ9k6^cvcusBZS(UrK8(tfXs+DPNf%J( zIQXr(EsE8yza2b9f%}`Z8WQI2j9de5Ewski6Efe;3}SOkIjXA@O$s+hP_tmoN^IJQ z6rn5%AgBzsmGk>$If;)%%6Z62(_TR}Zf4uCFpMED6(kT#-Oo$OxkCYKmB8d{@bNpcV#;cEg?*Zng0U)p+0h9gE~ zC&#|Lv;5%>XUtugy5(CJIZ4J|rRs)-@fpDqJg1{V8>*m8V2~f*!6Lw)Tp8-zEn4Je z#6F&17U$J&1deTgMlNLLPAUD&=;scyiHlmX<(EBt7Tvv(>wbvuXqhD2MNii-*(Z{- zi6Lax&>}>M81n+uAbadw^L3^C;iUPdt)?g?pPTKqrgq^VAn(BfPyLYDUd~PT&TfiDeKTpfJj#^-WJhffh@`jGxiQdxO zMX#steyzBk6`AjPq(5=n&WnTUaJk9+Ja*7}|D9lHDCq({Z#ED_pxj<18VI`{QV*?E zH*?~vFx19eT-Yb1%Q=bx6wB1#pC5MJ3fY5M-HAy8!$#ukEAkhtEe>qKAj;i84>K!a z&665-ifOx@^eH4hDUMtFDkCGvB^eqFHU&vkVLP^!tu=X%E30%hr97AFQ6eBaxPYr9 zH@1cZKJYXYR#mkVY^9lKjs8HYahZ0Lea8ymdF19I2DQ{t(=Yx*h_eRs2u(K1N(-FR zZ?I$cI00_^vUxsqy;=4+S{y8U-p=Q$P7hk4glI)p%AizEa9Njd5y#P;-LaH$^_;k0 zN&5k-1BsrLxC0}Z*V6k!`jAh~stTNvN!T%a zGZ-?_C+KX~2%OsfvgHMw)4uOtAI*(UY%NF&&QFCE#;+B#BqSTd=9wb-NIhUfwbL2Z zIe*5+!uCjR;q(#{<{EAT%T%6PGNs8gDqWJ1^S&^;h_Ev2Q3Yi;8|70eN%JTsen#{6 zjnXr9rjuv4TCO&bMTu=zvy=5X(JORd96u)-+(a8HopD8-X*imnVGeK<78oMn5W)py zz$2>i$kFNq$q87pc0>ipPz#1&gsl+W+7q0#R1mCeT^E@QhoaJj98|VNFaybWnYh6b!9e(< zrUWidPJ6wjp^*iw`J=IaljWGk1TK#3^%5NI2mFNfVzA@(+zd;z{lb8ATY|V?S3ljY zIIGa0jqwAlD5PW07bfLQZbPrY(g1wMwK}YB}vzXz_TET>cDmy;n5e+q*F> zR&KuC&ocD7wb5PX=W4g2`i!q47_*OZ8}-Xu93NxGw|3o=_$JLT-VkvFxJbv6&GRt! z*H-G=_T zbamlxm6eDi#*SrNd#wYI>JzaytQ*>PVuNmO^oT_Vp@@h^l%4bgWO=#MW_z2U6NSod zy8xxJGZ=t+UCcXEvs7r*)Q-nmhvefwa1jgAV3A25Jz`uIi>&LFK6M2Pt9xF z!@*QO?*;5SHG)T$hy)u1q_UCvuBi5E#l|8Yhs%d?^*T+#b_4-s<6(QnmVt-3=RTHU zU?GQOozK;2vh_vq%M@VLv)7TVj%4My;2&`K*p6k+mQ3{$-OGG5hJAs(aq+yWLW0BN zD2F!gIKk=rGqtlTXQ#W z4`$x-;5MZJ=19s7ufQlVTFmf=<$KL$n_WRkqr<`Z&;R~aE@D|*-!&fB?txTC&d63G zwhko@6!!C+-h6IDkp1sZ>`+d1sIRwSds=sb>w8NpZ+Plr(X-j{8@CcJ;9@V{WJv-0 z{g}4x&$A@!x&&Gf^q-S6L0&~z=6sCV?<`#0Lu$eGVdCLIp#z)`1Q!HKNr|-J-)7{0 zRIB|OXh4uNQtj>EGsyWF2wnBawl3T}e`l+nLX>}23y;o}QX>8?U>WF5w`RD3-Au?L%C?%EL zCnWT0lPv*_q)!oK>S&S=HbJ*dJ1Q79GSQ5?Ot=>t|S~ z;8JU6jsZmW4p_8I-amlW5~5BP-E0_ObAFpuXY3Sd8kdZTR zDJT75TGzZSB0znpX z$`{cBlxR;SMskD8x8X|yleA>N7c+lFH%R9wsTEu-iFs&&k8o4afa+>$&&Bv!uK`N3 zOWeUfc7I_XFsOI2#nHf#-gCHNyYf>34?;AAIcD(KmYiy|BwJtzDa}G^9DZbMY`fE9 ztdyDABi@)mi}A887{cns06_?ljS@CD_uh<`7RKJ{%{CsRXYW7NKb|HWDttB0AjU9* zWwlxtI3=1o$Qa-#-#M<-*qXl~^AUOOp{>eQV?VR5)#4xvSqM{ltFnw|Il2#;RGdUf z%m5?(hbQ!&siJ3G&fu~iS+L>j;;Azp4t zNo0*Dp+0BS;Yvo1YQ6yp4B6%H?(ScwWcdFbAMCT)^33+e*n#8JlSom`@oadxXu?W& zG(i{0Hi95T3vhc#36v?hUm>0YpX0?v`J3?KAYYQ!^$h4rh-=(w-Pb-e*x>^RufP0U zDJ~|mxZa||t!1=L%taI(e=KU~AhIJiIUx(rtrH7Z%(_z-Bx$beFs=rB$=0Xc# z(c?<#2a`}*qC^!`AU;kGw{%1u-K;vqOj9)T>{ zxziBlP39rNQ)D$!;k3Kl>(eVQ7W?JPdFQ>AhK!sl8fVwlfh;g-ahUX_c6CA|%Gt?* z;nqw;VO;OJ1Ndo`XJ7d?Zq9|J{~b)bw!0x~6cMO{pop?O8jE2^G^z}@-Js!|F7g7?_~3~XWLmC^O^{X_$IAb9e2K=toKOfhssCPZ z2>9={5ZIOAVnIv51AfTLU4$^+ozMMGo@-nXzY{3m*P?MzAkv*0^#)(}DtLt;)r zK|!+HwO{Wxou^?a&Uy)dKjuQ;CVC|F0~CcVFG095PP2b#+6t*%AmD^ZxL(vVWUWl0 z8My|TNT_ocb5*Nov3Ev0$nA6iEQ1{lKo!j;GnmjB3AS;ao8(iG`a#p52pJMoapY?5QZ6$-(oAvU@sj1(=3-Yu_SFV(gld{BXobABt zp%MyunG&L$)z^iNo9?9C#8s~d@D_+Il{zlki;;l{3Ci$2HRA29k>GdgxgbL809w7q zAU#PS5eCfHwSZNUkc^@2cyHD8)U3{%q`++W>T4p2(9qCB%n4dDI3he8#)2X_tfs25 zyK2vN3iU3)RAP&GhiH=xVjdsliFdq2>kkv{sgdM<>b>Wf=zYqZxWfnV)O8-Kk*-8T zxkop+&5zK+F7BN%;Gn<~+of0yt|^+4rb4mQK^P6aHOUXwefvSpCNv7$flnq3vr1w< zf`#8{K3t__=IcWQh-Nfg)(hJrAA36OEachDzhoS29uG3>aY&XGrg5EK2rq42BA-m`cAk^n5TN#eD{XqqY2V2VXx-nV0SjNNRCIVF zY3KL6pq9w`T|^=?S><-L+bfTotX&F0G0p$}O{Jy8&5YT0lF-}kwDT#vc~b+M3qquH z|9xYEDT#=Te&>rh8r+og^W=}7kWv5IA0at5iMj02WEjBoJLz%3gOBonNZBpn^iOS6 z4%HdR18&IXfi6Md?lKi%r1jLZ`+~Uml>JgbGRSpIVMBp+%+f~79 zP3q&>)AKfp>>kZp)yb4xp~L5+oy1s^ohHar`FSYovMY#>)UNm*cYl0ExTzN<){cv4 z{%NsjrG&~bq8!cc&c>xOa5^$WOTu^*HBYPISq zzi2(OYXVg`tWgjJw^-NeZh$3URkt_N@xX9D9(UKc=B{|sh#`*;QUJ(E02Y#M-4V$jVLi2=7fRh)Ma2CNB6>fdR%^4HVWe$=d?gA zN-XDn^%r%?vB}=JnX(XaZc);;Vq|80)_w)$_4tGuqZw5k%5!82B|?BXS5b43)@n$f zXZDun7C{BhnN#sqI1V#wjKJYj;5UAur2_pyugNw-RYOBVA2sepM9Jx}Hq>=i<#y8Y z!{pbnRp}JW4PFNa(L|NCbyqTpnWKf?JGnD&-c4{e$qEv(t6n$-hZase z25TjDM(}arVBcLASs3gso6(G~qo;REz1ZSH_3YMWrx=z)r`n@yc7A?7QYJaMikOL% z$Z_J5JF3iW+AIA)JBHVU@S8wJ|0Wttx%*I=n3Na!J8Ra18tHBeMgN~cSGi)_u0(w} z?ZKKblVr_q4ax+l>-d&e0eUbJlx09P1=2RL7LV1!A8X4ho_MLMO4Y>RVz#t(zDD}Tq0}!OB=`2R@Ix++|j2kyPAt7S=!f%HOtMuUF;yT(N zwcK*9B&HYqo~>E#&EW4BLVv!#J13Kv*X(t%ybwufXy1dWgsDw5Mj7i~xooP1Ir#wL zey3I#vY~*Y-l+Q?^E5jw@G!GW7Sk4rem z8rGqpJ`NIv1)-9q)&SSf6B`@O?(S~kKu4&!e=|PTTj8s zk|-&fz^MM=5O#6B_>ug%sk!E`gX3Z52#u>{S-s1fgvC~^yfV0RAHP!;4LdAcWpq-$+mmJIR_(>cjos;DtY$ON63QXnRtfVgg^cS+>B;T zx%PuyrQG_^^;>vS72l85970+AN(MF*-M*OWZ`acziT^ql!TRys ziN8=SV7tI!+;gYQVg2P`wq_K!@l{5*UF`a}F?1rA(g;Y0%8u{?um*^-Q5=)Pxn>>wN3jx zJPXMTq@DqK}w?SXeM>9Puk+EC`k`Q8+$djr~05$uxU!U*$)--wsLmqu(V+?_ zuJJN^u2C36Z}2>Tss{J-FPE-e7P`(PV=?9tD};5!o*gt2ayJHY@m^T9)7c|u%|fFr zPe%&wbDO*u-6c95JsmC4n-z{hMyzoeq^+MDot|CVnZkoVMUH*5aiZ- z&vvozEOr_;e7)gC?@ew%!OpwiiJz)DdbpS0IaPnD#J=_L{ibJ`0|~Dg2bwA$O>g4IqPlCVM6Bx3ohL+Ab0Z z{a!^ZspKmhHfk7fILq&TFnV2B-+OC_hC~?ay6=Qc!3c*-4w6pmt=6vb=G(#= zu>DB#V)=!lLz>L!OY!zb_D|F+M@rTfEUFvC2woArVq?~r@iHcbfo^g5gi}}y*+{`-xzUBW z?{37Xu}1(+t0i4l%(@&DgtZtw9#j@RoW(~h6vey>`zmWA($P%Ig11E9L(49ebCQ)z zE^#p=MFNFCl=+TJ6nko0TUQ6)`#u{RTS-}2PlXfi2S;o9okq~T!oxVPLw9;qe`(fc zcA+^_bn6P`HMY<+P60+_-1-&cB@DIkd^=xYU4ur&#k8~o(f!6iEGZM0Gxx`jr$W20 z?DV+n_(%w+n$_gD->Y1vXyveoiZY~p{wXPQJ$ijK(amLcjSgQ-wR(g$ zEU$Yc_t(kg2ZBoVgWVDJMB&E$FD3PE?XH{B(Io3VyGYE<*owAbVzS!)WBo5;eKb&> zQvKa0aq6XAWbBZG0d0*%jjPa<`sZ=aoq!#i+7H=xw3voisVcKXJO9FB*$8%Zrxd?t zMFAR^&Nz|$EHS$!^1anT7A~&*REaC|ssnRe_A3T|S=O&1-f}588MJbJ*}Ev|>20D! z|E{dhQ`~c^l|9ks!_q)| zUzucYH6+!CL`F-S**tRi;qbqGC&6Tk=WlacfZF}IxrA5k!5Os$%!tVoXYon&TC z=T;-VFns|=$2f~h3$FUZTsF(f3r#`ufI? zeO)f{g<5cIoLE0)d2Y*u5k|AMRd2*^I6|^ie@5dL9(sdYm*a_Qq_xx3li5S0ApM=> zyPTV=pWah(8mXtT{-zD+uzkSi$(d`1eaoqI7w;G`X1`JT;|6Y9df)N*HKtlIbf}b~ zu=eVR&g077^C=5-N2jEF@-KyFYcyw6*}%Hmu?k~% z5a{~k8wSpv?JaGgyVz%|7@H>ZkhAks4XftbO@qyRormtiXSWw;I;M@*rT-6UZyA+k z*F}xqfQSf!3Q7qGh#-P=r=)aBmox&>odyP}gp{;^beD8XgLDW|(%pU5^}g>p-=A}S zoo9^4VT}9Yx_7KK*PL_ho&Q!uQv3&e${t5gH8r&tAMRht%q*}?v>!|TC*5QA zaAtE}F@qr?%a#Qa=o6tx1!Jl`)r?xQO8W~3J^-< zf8EdA=0^T?2cKice=}U4Da{coA;k&C%rA8h=1Xuc=$k*k9Bw-enllxmIOBPm_tbyK z8#V(~(zV<5Kb==o`YnDfznII}|J^H1SOyE$bz9`ic;hHtzGAQtk0yU~hnj1C&)26q zO9kl|r>TeRR&Z#~@)4fn^zbc;S5j&b_P7nL!NJn{kqiaKSZC+u_LuN3yB7(8!cEb+ z#wcQSbK=nF-ngDtrvh_TH+^5{W|X1B>4*18P9y*>Co}9_*@6@N{JpPJZCK8T&S{WM z$mQ{PzfJR}rCAC7bGy>4C6guW%@D>hX0E%i`xzrhax?l2h2@LxEwo{;_P*1n7W>j z!y0uVHlv}TAwPX5A_1@N+)UTy8lN~rA72vZbKR_Y%~~rvjjzr+t*UW}vsDArGbVG* zX9u^EOL$Mm)8wVLI-lT5wd9Hci0V&x2FiXWjEr^=&gv8K&`ZK-+evwdxk zRmn4xx7(_2__3KFp1h=8`nX2aDBD3`izVYsTqt;>Q(ac)8 zrk3WmN?_DA2b_+>vzmc2`P7TwCuc6p+z{!#`d%Us{V?sBWUQdi84pl~m_e>6#RP%& z^@;NCjzK7q=pi_F{Z4DG@;lJisF?E!kgC>JsuA5k<$GTo&o29uiE1O8$3=g%T~+79 zmIOC`nT=J0fxVO)*Y6|xtsf_;7P^J@wFxJf&lD6NGO`7YMrcN;xcA(K_$W&Fomv_- zQEFvAyf={>S9m$(+lJQF)x{W~B+hHZQcssi92Fjqht|hkqF77ORS{SImb;U}pw%xQ z>!v$rSn{;1`9i8NE8R=_%$Q7$%+YsGlixzWym4A-#|Ud30N27tg-3iRziYG)PeY_( z(%h8T@RI0@d%hjJj&q5{E83SHBxyW5#ELbNPwl@sPug767R9=>`t;jR=YT0;E~=)_ zujAs$!eiwcH8ukS<7I0@V>oxErb)fGowll_EMeqQ{t|kiSG*izc&L~Vq(IlLlVVYG zejtoySvv*(^uzzjKyMCGR}m6_re=ynl7CBduB14>IWe^7~%*ym!2F-u7dS zdAc)yz55k6hg0dj&n+;ef4_cC^?9t=+Qq2a*<-Dk1e3Ljjb^~$xiHDD1$o-358>7SUoY@)2pOv)CK$Oxzy zt^7MT?`R-AH>_>-Rj@YbpHH_t_0cEvKx7_%=O1 z6Y#c_T`$}DN#6@~*rq-n!qxYx3kpjr^SudF2!1SR1uiHuwzUsu)*Ic1ZNHQK>~=j2 zQ|ic~t)VUzg}Nwu^hKh@8I`;qWrhl7FM1t;O>$vH{`}^zQW`(|_g``{0std_oK<>& z{nrl-V{2=RK0p<_p;x$ReZp^pZ}3KH;B>hg50UQf=G$k_LPkWy+hPf7tVV&Rl94n z3tMTBq4ppsXfUK-Q@!@0$OQX)nkCBLrZ2H%D>nGUZd362Aq$=)rAZ?`0V;abiMqyW z?@5^^eCi{k1RHM9O$l1YwM5KCM~-dl;KVrokb@TX9(~c5=-#z!VlT}Yaxt`bwc|#v zo7@wH?=<_OJ>v^KyNc>e^C#a}Un{StI3u-3?(-L0Qt*-9SKeP2u)Y$>X!v8+G5v)i z5N1VlyZO3xU?F7+q}*+TFjN4WaX0C&E)K5ClhV_K4!mTyiqS>wi@|Qyv%Nz_f%EkN zCxhvDopwy_yJ;!`XvrAFDxTM5e?CbrvRXjrhf?_3cEJOPb*;bCE+<Usdc zAGu#$@7{iCy`rRZ&QH2rHM8)~uheklhgN>aLCGn>R%dWt#Ekm@&cs3 z(TPQYYsWunR^3h}GL{Q#vF?)MpzopajPtN%EOJuXE#hs zj(S_Xyl1USNST;9+|g=s<$Ph^r1tKb#qw!FB5#$vv$+v#Orc{o?%SB*sUVmx#hlPDqA$GEdr6`}j2aXiglZ zZ+$_nm*w&(C=1D6m??78X!rPC81<@L(%>L;v(>}RX+;l@pJOL5D07>eP;PiS2}*_o#%1s~!}|Jo>jDizQP2_tg>KF=Q6b$HwNS zQc1G+IR#(N0zQW_^;0E5)AnlH@|G{TW`Q{xY>sq$j7SySb2IwIxn2ascWgX11#|Vg zo3#2dawyOmejRPkX;rx}m6c&0z7X&}ahjc*lg~%s(`aGK+e()kcuWjw@bnI7fadGj0;8-KRE&a@|Te$U0j1iVd z8{I3TK%9_+;n6Wu=F8!Y@}Pw*r|)61w3AM++$juF`~O<6%1zXlopH?5NpcehU%jED zXp^>Tt~ci7KtO-AR2UjP{X!`IEgz8^Ig%+Fl^zn*yR47f&;PmwH*Lu0zrR7o=C)-x zP!t(?2WT7ab%Hy0T0lv#09t}o^2yF)L2@`e@1a~DinO3sEJHm(lkA(FJ=(h7oN$JD zdg{}+{;hAOsA{$g4n@o(cUf3ni~BVHF8^&$X}h~^I?Zf9QVHcC`sSMZ2P@Y+<+f}* zW3u2#aA#hlk_l!zCM-xzrAbasHd|d=U$=L3WY4AKb$9@GLNpHz-JzqSOYq#_jpedo zP(;Cbd3hq``q+0cXR1B{T!Hj-_bwsFhP%|+^jjIxO?~R-o~G}!9g`X=aptD zN^iBv7oWT;oN?ZVJX`4CH72Om2;3xQ?;w}TC3E>YuKU3k*5uppQi6?x4Jf()vEht5l zxgKE(Ut9|}=t40jDG;mb*L{r7y@5B3r%CJt_6$1T@-SOgwgic<+}l)vu(FcBZvd2BQcA-}I7nbq1Ag(^Yxn~1*ol*TyjeoVa+BJW zu9m%eb|>Rzgo+!#n{jUGL(V(J7rrF#ai_+1@lZ8chmCrRAyC1w4#7%$N3R8$m{xnS z$L@r~@6A`oAN?!LCu$Te>w^<+d~PY_L*e`Ps%p;bPQBgNWP4iTn_7nbUp4&Ma@Z2J zO731p(y(|XjWWWCRb`=Y3xo6V-~($UgjQc6*B zbOh*>2Msj3d%P*#uR9HW#S*JcQCbo2LI(esQ=;CYd;?}8MLg_^QUs5APd$Mm@#&@3 zF$I;kI1TB~(&X$*k=p~ew@b30y-cBLziQ`lm6>^N-hRj*o+wVCfY!{oOKWjBlNjFjt-LUGsUZIY{$2Xoe-%d=(X)_A3 z7hL937*?Q9gHZv7DSl!Z`A!bf6zI2TB}LH(b8#{hUZ*-<$3CY-i{r<|j($zm5V%KZ z_40Y9Nc{L$wd|{TdH>oe>wzNKS;~^q+FPXlX8jG8=p9)-Q6t9Ziapm<&YP-qhPB6_oY$OryD4a>``2NPkd`8o4|B*WQHD5 zV<*wy8ZTu(ILElQRQ-DQxo|`G_=iWq8MCvbZ=(Ve7+xi~Q_RIrPd!bx_%{-yolt5w zQc3i59{KPxjeLE|Xm=dety`@NpIf7NroZEpa#T<5(4u2l7mR5AU7Y`rCb4mu4+K~7 zN*@F2L~TFp`L#YIx|?G+{c1T+e+yM`maE#T_GeOu za8+`jqgU4*djDn{__3fI_|QlGhoM1oK@*7ZR5DD`D2c+8wPN24cgM|3Hg1)?TTAzT zH9sWyBpcH7XNsH|D_r$Seg6rWK}u1(q%xX|y7B60n<%nAJTQjgN@?C=S4 zJl<-5pk?w)JTM>U-XRUX3U$6s@YsZup=D!RS?dEPM{FaCD?9rzS&wc%>If znGO4sjDt1I`o3{7%lV0qI_>2@Rk~w8hg=aiS6F5Ph?W$Kkd^ zwgB$uhla|G37&W=D)o(Q;qweu+a-tJZ47lFMPGBlsa?GJ1fe4#5&~;G1KTknXa9kI zh`y%9ye}y{U{-&AK!vcfgyZNR*<4Yc8ILCY&*$rsGLqLR4k!-qHA*~c*|L4_NV|Rg z!o$}?ZS{3=Zt>(fq7m#!!yca3cW)Uz#3wB0#}&`+-_hJMhFWPR{{ z7x)bK%Aro42|k#5qXY~IWSD1>vVywY?wWoP& z#w%r+s31$8_l6^e2z4#Ls6P4v`K&3zfVGzMfcie>O{SwRBc{J27n81-QsOFF-PTtGsHs<-l z*fM;v7Apn+rZ+z+vnTUI?)ae8U>f+^mL~|5*$DS?2%vU6VAQR)&@EfpB1P%F`T5sk z?ql|o%_?71_j&BDR(@|qm>Z_Kjyd`_43iF|q?|=VCbug^qBZ~G`CNt4x*+UQOUh9S ze9utNgL73G`$sdk70MKN#`tDdmt-;ZrWA4hvkuLFUttUo_YwfkRM*9#n9#2*5)2Yc z!BstiBjJId{vv;H?YacVQ6_#NcW zo79&k_e7K}e2y{mbXlKZ3DqX7(yw@q&<)ZM66r+UJ1p$eEJ$iX*FGuz{?(ibS$q@y zRo7CHz}6uI6O*h}(Fco9*`C4f`uC>@;^#RrOeDmLt5|AGO^zP4jtwb zB5@#(1AH`PEnMeuiV~yVb!q9poA|7y>0)o}mxv6c46GS#x;i$hibA7&-DBh;r9rk> ze_Y-+($C#XA_|M>+V0YPx3Lk!xBoE)o33;*O8g(n=#F@cs5I zy<@&#CKM^XH(WN8ymcYzFRqWgE}F>ZN)7OG9FOB* zEezVIqAlI|jl+z^44cfZ$e!VMG_sC%Bw-yTP5DxWg$H+*p7?aH2VL56SDOXN$l5<{C3-Zr(vRBC*1=HeF1)6;{oWq=Z7~5jCEg)u?PHkhXG-3*&tQegRDkN zD_F7#|E;f~byJ}e&c^$ww?u$TTWYi&N2zCJ zbRLl^lhRd91Vah+@{3<{eUonTws&ZGF0$jB8~u|A-8|pc{-OJ>FP)ra^?V$&Ow4L~)At47o$X&4p-K~} zT*c#EDPfMZBwJdOs_Hw7Gc&IhGQx$IL_g|2N_!?FL;WvNNP23DEzwH>Fed)`&VuhE za6?jsk6vM;ysh@ShfDZvPC0Np{K9hyp13@LQny35jv6ZBnDqJH?(X#|e%K>|{QUeV zBO@aq@IL?hd+(Rn{n_MT5{yTWZr;PCkoTDp{cW(6PS=3(kSSZRHHH9~|GaZA3B{^j5#2>kxSk4uda^m_j zyv@~!LStcZN*eo9^Z1hn$TZ*IBB&(RH!G#=I=CFO&uKqQqtJD19E^`g_clK|5rn(#Bcc@jlZ-+aO0OB|qS+iB=>ZARff9lhHhPP{4Ye2Q3 zs-{K=CM3ih(w{2DZq`LyW;^XO-G+^WlWI`s^WedQ0@qFbVw<*5$_(H^IIKrM8~C0_ z(ny7D&3vFVvayjjGc$YoT;iJY8yKw(9kYi)WaheMMQ@&p{nqs98Exh-7_PV8y?FTj zp&iZfRfud*3;}2SXyvm%{oSi?UxS&FfRONAaPWNGNlJo5$m6>4 zZH!ewKmbSuY8IByi;2Do_4Oin_jv3K?CH}qD;;RX-s8ULOL__y>`hvqDhi*!i;5xw zLkJxQM+C$3tiDP|^RG-gW~2&YkS>0qtY>R;wJ@TdkVH{>;<}`JHTzFw*cUq*d(Ca9 z*Lp*eD?HfJrpP`a{*?L2jn|_+sW(N09(INz!&k@EoE_nt`{2seDzhd*s%<9ilKXso zvEf>(|0e0u2!$_>Xo#NZCfU!m9+uj=x$#I#OPAPAQy3T+#By4-!rdhwYHA7}zlRru z5kCXd6T8&@)39&2`PD|c8-v&$ctNITF(WAAX*U7j|I&*<&Tasn@FNdp zLzg=HwsXYOM2QA?tHu|3VujyM5B4UGSDIqsR!PKblOhpFe9$|$^E^u}8Jv3J;^OnC zUf?yna-Wm)&fA81xb4SfT6%nEp_7Eg5T%{_wXaW!K_jm#%D|_6Yo-ZpX`-AN`7Urx zVQXh+AQ%e!^7Q!M3PF#XckY;~KZG05 z3XR)l|NVRa_AN$@=i$HcQmYn1`{e?+!tIU3?8keX_`(nB6uh(<8}b?i2DV64E4?)i z3O9c7p*+-ArTibPzw5>WHny-|zn%%5@2O6C?aG5O ze$H!?l8C4cNFQJV=;T)uymq9E%?xwZI}w+x)ADUt2W=xGQQXsB;V=WY$;r=^wsELr z(%C%u&ES}-Aaee%lEI{3zIOi^C!|bgf0fJS)~lvT3Q>eTI0N(*00B$40w54-$F5S`F^>6a0g|q`g}O4mz=>hDNjSMn!MVy z&s^CMYUfvqb$Zr|J)zYnJzAQ?zC;l!>CTni>NkmrKNc6Wqu^dxlg+6bSo7iW@Z{L&QC3evhHkeZzH!)!bAHZW}wvbbfup?yHs&WEjWB_&Fy+afmU{ z&~mXH?SqqX3uESqrr_7=isNQ(I|sM#*1-X=ul&bCQ8!ce=!>!c{sD#w&CZ##N3hEG z(&zWUfaP>;O{U!b%Fy=Vp*b+dVW_Ev-?VOK^+|5j{q6Xqb zfAWADC76BqU{sJ;5vzChy3R)0z<4FFg`Je^#bAbG?q@ZUH?y!1Iaipjn5f|8RlV#C-AawPHO+3zv~z>Ds8Eh}!)(N4;qGGGghilbuvfGKaUAF!mOC@mM_!wvTOZ-vG z(1gY(#ZMV;yfJ|xZ~0HrL$#v<;TIW8aM6sGSQ3PUgrxg;d(=<>>e}-Vgv@L*+x!XK zZnN|A&5pf-Qs7cvK>O@VkExnL8pXs!^wmcN;#e`q1mvV9P#_jqn~UPt#oGzN7dAiXi5i*#$xHc!bog9uRgd7RN@uWjU4>CSjw zf8TrX(tR++vvlKV_1tun2pLqu&sUV9E1hxv^_(Bp#QEZmFg$@{)Xj|sK3Oo8pmeLe zg9V8WlZGrvAot&iXP7m5jPHXKt!Y3SH+EIK-y|~swvBN=ZOEjrzBo96c93RJt!Jnw zGWeWp$00k)a%teE0iD4>G<4bQn4TW2zkByCx|>l&`<=hPY257+MyrAJ8w3yK=r>p> z#<%C%GBpdST{k8lZ73m}oqu~vAT-0Znx@tFpE9^ITv7sHYZYYcVQi@KIAxF~k#@?N zyyaUXJgmKH6rlaF=rJ`lda$Ii2MA`$#b)wwZ6HChL(>O*xEO-sP+$r~(SouvuI^7h z<^S)PmGhR{6Me6334Nbq(-Li)+SRX7(4nUcz5{e#b;~g4n$3jdtOw8~7reaKKRo>P z?_WbisLTJtT{Qo^xB9jN)M=33F+?CNS^WNvy;*y@fiWoR_rPyf*sO;`Xz#^#ucCxX zAW?%TYuXqgtZfvJ``m-Xwaa(1+fj(&Et2)}9leRNva-08l;hcvy<{jwcQmVUmlj$;&N z80tC-kMjNV?4ZuPJi}EAd9z>Iq$eCE7V*h`_SP+|I&CcAfJEG{|Dz;`Q}3pjuoL5U zB?>2kv)kI*dJEEH&o^F?9@nR!hxJ=vIgpm1|{zeP;^YqwWe(a`Wd7T&#z ze6afD=vIbNiM?mB=)3=w+2B>#c}Aj7BVaxRl#`OmL^3>Inyh38Ik~B)=gG)io34aBFzSfQTiR)`#K{IR#Qt8Z`rKv1x-w3HS=I+IRWbo?RoXh5j}##k(5fSsJ2@>tFEszA;j zD0m?ThlE2ypY` zg(dfx13YkOnyx0~w-%`jhP4MWBq@P;Y}rs4kJmK-P3`ze+_!{p`9+6TCwt3)e?m3% z-Tmj_VVH!X-@z^`2gw?SaK(ao1qPcNw9j;@z0=FECv=|A2f0m zpDQK`bpx>M2JrkbD5%+xr7umE$Ypb?`|^DH(jFE%Koav|-S~)zW@y@O0{DCcOTN-> z1|4qAtu@bqO3@HN(%M8hKB&P79xIQE*OBE9mtNk`DYJe7Yi4b<5NV?n+&VM^qyT2i z4~W!$wDscTU|km8n%8-S5Ct8M92R}ZmFNz8OUf6Ab(gFrzitAy54{%(QGo9%-o0N? zLm;jODDF4_mD6x?4ypaSyx6?l+TTa!aO^-srqFRwK_Nll6G%;on1=zyNl+`RmcP<- z*_hNyYGdM#a5DrPd|e5CX(8_rJ3cl~6M2-Yo=L)v%W%}K9-#GuPRLU<&FnivT10?+ z$a4x?PkOUtNiTNM_)va>F6F=-YF=I~a$z4`S~@!OiB?7jZ^5zy*5aa{ygzk2%k;;_ zb8=3-4)1mT358y0Q)A;)s5-yS9l-Qq{umwA9QgSb3!gzGUeI$mC#a^Trl`DJ4(tv{qksQ=DL!;zJ3-& z))i<9uU?$yuF=m|&)1JPkI^vjetv_Di?Nr@H7Z{#HD6Lu(9vsI6SwaoYUlnKVi)fX-i zk-eKAl+7~U5F8t`)CV$?Mm<)4hvPE6qcNU8YGD&S=~T3gH!VA1K>bev7qTi_UO!JY z`S)dwkJaCJ?B9T14li)n*EU}1NC$WdK=%&PjQnbn2RIfIb~Cx!gV4Z0V+i~JbURBn z+UXKa0N|(BxlnM1dX%ws>;TMP^_%1N2jM4N|`FO z_sGdNPb+wlGzI+J*vgmK*nqe=G8Fuw8qm2H)IqwnUNI#l91uW(NHRP1+8@$@miPkC z!&d``H-ZLI@krR-!H?|AHxLHSr5-`=)$YY(7qFPkpn_;_ZQX(66MjRl1q2AVi5@2` zKAs$C4@{rQ9g*Ah4ja&e^Y>}r%b7FxBd6S@A)A`ze!@@+s#2U)y!FK z5cZzizh}CFD$khian>1*j?^-GxOmavc{n+=*qZ41qry+%v>Q$HY_}xxq!*NvHNm)xD$`c1E&*|Y{h2AX@o#7L5S>JYZ?a*0LgL?SoD3*o!`8D zs|Aj|V)Ndf?a_^m4fqzZxmKeER6qozAHvn`Xi>}t|DaQoE!Q(TeXAOhN?c9dh%>67 zi0#rdz29PIUv1U*u#=Rw!H{L%ee&{E9c8)gv}E>B5wuxZE9&s`@SwJ!lW`Z?W{d4+ zM4_zmuc;9P)b;CtMGmSw9=pG&$LcvrK--zo2nd|-4GiY$M8UnxNXz+nnT@Q7h~Lsxs%bI=$H=M zkoRjCI=dNhRPn{bG|o8xs-AeF*lIujR`fK&)bb$7WDBCv5Q-tsr1GIfA0?`Q&o!mz zH8^)1#wLMEyaQDPFn~SCsSY-t!+KeeMRaw86n|fGTXqDhXVdcX9#3Ij7J3~!05KG? zEN(C6u=mA>i|b>E^`wFy9h`J7M-Z5ZwUf;*w{1B zj-*@d*6&2L1qP?)mKJ5;l5|6#gMsb|Tusf?&twDcFex*$hp?XEr~tM$wkp@nbjV`@ z$MfN+^edMen~H!=kj^5g{hq?mTl7;8lxdf~><7RAv9}efqpq@r=7t7vsI;-W@0j3G z2t?=e?5gBybF#6qLDKsU040523t#Y$_l-~rL77A$?~PLdQCPM%+eUMG!m_fzexU+C zcN3%2MEA|#c=IQy&LoB*e38;Uq1@LqPD8uqO;oA|s}z&?G9aS=4{E_-{uxZ(*6yw` zRMQB>14}Xx6X)){TTXN|F&r%*CtnYkru`t9=>IpZP&r(znxT->K`NT$rQ;OX3c^i*Ypb=(U&Swq(L?G@f1a(5_=a4ky`x~sA&FEn zH5usM;{bCAw#Y#hkoE7X-9ghVvA9LX{i=)WdoS<-U9lmYq&J*b24BFFk)~bvVoLe? zf`Aiy4%R0!^{TiK+aIidB(j{rmZ+$x*n%!)2cRDA5zGUcNBXm%B7s~8Z`N0`zMPSW zpalfT!Rvbt8}BXkR|C-T0>%rd*Tn?;sq6%(CFbF{1caqg%hQed@q_-MT(k(FpY8o~ z*VN4no}+>s70Tta7PGL|Kl0gI2b`6x$}%fnv9 zbm#?D{U}Qu%k!x_stQni{ZuA5UGV`Exq=^vi=BnsyzxXogl+S=wrz<&-Mi$h>y?Cx?5~Zfk_&l_s`YOCsd@~EePL!M8L8hmfkrFFdRIh& z-tGVZ68Yko0%6dK&$XxpaT2#7w5F#lHppa=GZJ@xFFz#TLLsqYHmhk_lV~&n4V-|0* z78-JJ?w)xbhW@inUS^5UKk=4;{wLJ8O6T{{{Hzbm9}ukF4ayI-;_N5T+O9HC(;vwhFVaNJ*cjtpEZhoy>9xG)Re^^4!K%nPw+pFG2b{1*B; znZ>k8)$(xL50u5RYW<6gzeZ_Szl$6WDCy#8wI&w>hll+m`y<|CQ_mEYYg9!%{QSG{ zfIF_lvsCL-HF4noi-0XwOywz)l9ZI>C9L+q;UT04$G@l?JuBT;L&topf@H6$zO>6v z-ydw^d3yFO-jT<7mGDW~lj@75)$|w<#0sPb5w?9~i#x^o^TWRm;*X-)S}G=!(C!_$ zzb1@)W|KcIFtMZs{Qw!Z@n#nr$0#`)p~#mTLjkNtKwF3sUaiE?3^_ZZIorXp;IKRI zx$$K31T#4NeN3*|tdaS>4~*H%<+U2#2{wB<$S8q1R9ed;`(A#b7CjeERC)u$PReI{r3q}oiYxL~5qM#!uNdv^t#rOKiSxZP3?<(>=hG1*6V6*UJMeRW z1D{~!mP}OAld*r2h<8MMj0%Ph{5^KZJH8tirEv;2mmTR?!cSTZW@TpYtmUj(Z2qC3 zo7mx{N19NT^?%tUux+&7h~^)u$RYe&gTIo)C3sYL@ykOy$GQRBz}q9IbLozchu!?? zd(FCIC4egpgcf6Q-uu{wB!?%fpFg9t*M*JwofAYZwY}X_#tFXFy2tkGARUS5p3Lhl zZT%T;Z||hwLYePg3r~o&No)_NEA~Eh894o)ZkU3jeNFk*GXgsjmlF=Jy)X8auP(dS z6p!zDZ?UGAYX+$V_!#WdP%*uZz4NjtX#kyMN8%$oAvw8?_5~Ea2y+a?NV+o~9$va> z8X*8jz@E{$M2I`U71dcl!XD&!u6{#$Mzb_o>6HB;cbvFQ@3`EVB{fz)MRUXW>mfn) zIqOy3$(ifQ>A*n5=mSlO&_%vG^U@HljsYN90z(RBVFXv_V7oz*%+W3lfWGCJ4N^&Q zag-fcdjSyz0PTINYKZf#-9^D-3QenrXiJA2Wa}f32){Vi^BS`AuHs>tSI5i<5lu+pn|U zu-J@qOt~+TgB%tV7#R4d0mImF3p$veJ$q&dl^6P@5s@z$_dVVB@bn}gAlS7-!=dWHJ>FwB1`2m&Fvpd2 z>rbF+6O)|nEd>V;wsw;C>WO7NFm1@~US3xoUvg^Yw{LOYcw=OsRDRph5c2DRermrV z3-R@JxM1qH#O->ve{ipDGd9cA`GCkGw%n_2bO=pIZ*2S?znXpKo4TpGXqr2-4VE03 zBe*(YS~@!6F)@~9PaZsY2YeJr48}6|Az23d`(r`~e;mRBbMTo1EsBcYb;|iLe^^^| zbvoI+G+|IjJ9K#>1N0LhcLURtJPL8BuFI#%MDlnYvA`ApMDliT&*>^YMNn=o6O@5- zkiy=5_^=BHHX(e4>Lr-=D~O~~ogbGhmPYX9xN#W6lg^#=Uva)w){(M*yl~gts28-1 zFlanTi9k;8f%i!T{IB*y>Ghu~*VKV!q&XbOsk^{rrT{yG99#yocgM9t^rMP+YJ^G) zxwvKI|4DiovvI=Qg5=|6{(4nOqL?kYT{tGg=kI)a&w>+csc{Y%Ma%fy86?dhu6ZA zeCsN77-QAztWT$WQA{-oQA3z$T418nCKnT%JU2sDn^0@Hh@W|CddmZ_7< z+{@u5d4gEeZ=!z|@=F7rd23KrYm=~Tpd6hgwFS4a*WZ!-_~CQC?45pNO6fYJ<3Tj~ znYxk;?E{hCgv%Jb&I?ktvv^CUbk@o-69IAoUINeeNHBS|sh?AbB#9K0FINf(Rj$9s zM-a8S{{lJjV6b%Pz8Oe>x(d~DOugFTxPeJoIzzL#&;Rq*$h?bgR%4KHU+hYTV|$W2PvTM{^$8N}C>uMU7_LLm2L|NAl~G_EMwn60f#yaQY(@2~wBXYFbva({&GfIw2a ze0c-o>t^^4pjU z@Et$imcL!ELd|poZrE8JK?@b@Te;!kTK+G8l>N--*cF<3pyhVX{~>cyY2RI#dH4bJ z4d3w%AF-O@uKmFoZEo<>7Z_#=Zz}ZNIbE3U*IL&6Fg-mzE##7~krEQj8_xD0s5-EvQL?X1I}KX`e5VA20_aw_Tc4V@ zWa?!6NXoANhZaXd%y$zfSXY5c=6bMX_#%`jT4M(Y%ZjvB)KCg}@d$eC(HBK?+fH?X zphwJNDDs-T7?@dr@dfoE8hs$d$&EBOHlo|w+5!#P3tbo+t32*Qs;T{3-Q3eAI=+Yd z-XO5YaM_SveLGXz!_@rtb5QcTi8@Nj(2K>;*Ur?rr0RyRqM}HqO$4Cjr_kmX*ZA{S zbc(0fl^cPqkJHB?deRKyvh^Q0YewEQQpLo?1jI+bxHz4{mNV#1VKHjH#>nV!Y0>u| zB0O*D4FkH?$UiVXAk~DpghW4-?bM;EPIh3VcWdn9y{2jw#K-A1X`99V4fE8^qbUJz{jOW!424{{n1m20`9k^q@-#uFFZ*( zEd0RG0@ejKEA#}Am9y1zjUZv9^Q(c&2X&9v;T^PNftvaO_?XMn>B|c5)3W7BE!VF| z@~N(=f#wlopicoKE|P8nYYO9JfP{9O-HEVnI5O&oL7h-pSs7CN00STX<;#ol3n;5p zpdbPAYWLVf`5orF8b&%7oTC3f6dF*Gelv>4IvU5XKgeWS&{>r=F zhyzzlJiqG_h=_1L$Jy~>BI39J(lHn;G%@Rx6cjzvzL)agq=9#*2DPD}pg`9c^kX8v z_>j+^KflShcmf1(dtb5`iLj3V5Dw-*s6iTLHSf8nN&;%J(9vIv5OV%j$dgCN5CY}p zC@|F$NMt!yL<^ldNLjkKIuZ(19+&NuH3MX^rr}&2_mydPj&6hrv!9bJ(Pq-l<(js? z8zDvE{tn*v?vcHJMce~FTD4sTjgLZ`*ZlNWB_?wYC{WAqogja~vW+(l1j<`__4 ztkwkiAKtLUX5uTPfkLxxQfT)!8=wAfQdb7Q0Wchra3E3l3DMO0+3~KMhsVFMGo3!O z-h}QF%K>68Yhqv~)5SjEA@wt(-p@fbv&MJW$Z=B$IRFdrKdfa7k%0-nI=H}~xXD21 z1KrBox#|esdVBST5kfyZTps#feyFPxMpX9Pz|hdPh6XfGPfuWpvGMWEVVy#?zR2J6 z23#9WFt%xwN%T%^xN_JWyQvswwYe0i@hsu+v!z{&K9KBV^OKKhm9Gy96`R_wNrtJ(?)9F$OU3O~5@2*lS>a zy2{L3rix5uuihYySbrJ>>{CB5txpVUgYxs4U%YsMODQy&GhG7hT%eTQ7Zi+#6C)EK z%*D1uB=X<{z~BJ62s;Ui)$3~&qLUESZ!fKOKk~aO?>}dPxAGBuvB+r=(eI5-qKT+3 zXhQQ0EjCY{fBMv3v-XF(CSZl+!{tMJ%~m`<1h-vnjq(r_-Bacj^Eko*9d76Byz$Ms2TYsWs? zE-EZc22+RiSdl+)_0dKcVB(-am>R%}PHUrIKoTefC9K#{OH=bEA>kDf@B|_H4e~fB z&5r|i^#P!N3JvWo6MFIluV$+HaWABng7WgHc|}4#$R0`F)5C4Xf3LjKFbD{Y$DwpR zkM`j_Z4a*%om}wQ$!KKIiG~wy!2ZgiLv;JLD5N3KnOSK+1CiI-*!TuWA;GOmVENjB zuJ{xj48mYb$wghe+E<`jz`3_qzu2Kt=i?1aL9Tt|&%x$2C|QW)l%Br)E!LNbkr6TE zz#5(Hm!hNv8Jd!ka^L{;%UH-X4*#WpLK71W66~Rv2!;o4HR3QU)%l!zwz@OJ&>90a z$0g(HDtW@r9uAvi8-_hD5=m+>LY_&x*X)HM@nV~pn|6MC6uIq~U4J69x=cB45GG93 zkqpwPJt$f5a$qaD3UoBk_{2c6z4mK^rQV&!6jF%o0{O=BqoCpP)#&lqSKXv6hO zkbuA%6k7w+jg(kGmYN-`jX{%a5K#UFKIa|?DS!gn@R_3GB1k>+z#D>~{GL|!>%1Et z*xNv?fCH)UK>J#N0Zg|+Mgjbxj5=kEBOin>I(vIVp{th7@t>R@eA|2v5Es6HdKM8X zbn+3l_$?BW_REVyVPv_{`hm6XJFJGo{qsAsuj#kzVHe*?f?sgXMx`yKSBxfG(1r7E zrpY@v6!C#QPDVlD$%YceDA++F_4B!Fpy1K)3kVM8e0&H}Ko*on(Nk^B%|9T((E~Yz z`2$L!vZrqy|4~$0`aCZ$4-N-bW?*IQFPVn33e`X}?hb(?F5HG7rU}d;%ES;H z0I>IH3k!?Ed2aLDD)4xLK06Pj-<2y@ z2wizFLAY@l%+U(R7dlF+5NjU-iyCZ)g>Xe7FlBVS19j`yVmSwtR_~5JfOWJpin$Jo zW|<;T6}etbK7&ITVfL6d>~`kC^S7E`r$71PqeIFhogZ`wrvo4ZwEr74aYRy`#e)ML z0_1`0wiqiiwf~@Oi0nV`d?F3TYp@qO<`Vxh*{r|a=t7uX}=Az7jzE# zjXuD>&`B&`DUTZX{d=^|R~V!W?%d*nf+Pr1APr{_(-4TxizjFhh)&`k$9*Yxn7HCK z*9r~$?8W;?H9HR&k9Q*+452SyW-WU|7khFm{ktRA^iL4tW5}Og`(g{aQ+-pny6V@+ zi7Q)AyW;ty02>jx5{pJW*3P{PLWI#pOs9OtKzsfF@w-2KcoqJkn76Q{uEPd>X=5Wq zJ$nJRm)UAQoIe>Ar4e$9u-`xd#7@yYcrfWGLq*lx)Oivg)NUne08@f*Zoa51+$+JW zfC9A=Au|9VBkmUzq%lNDf%xDs+1A>6m5eNoI!NUjT2j9S!dif9c5iQQ7EkJ$a-)`( zR(pJ%Cw)2g{rcul1SF8ULCu|qb^T(d(SNei@xv_|NkUf((U12mO0|zupFl@Rk}jPe z9OAbKaH{JYZ#V=I70|m8^8m?5I1m(QwAe1pvzsPQo+8!K-k07@2LZe!WE#ZXpXbH- zQK}DjtCHX=Ati=jkx+T3Bh8Noe)v?ZthYqozky>;sAQ6xo5lA$ykVU%e#ieS#zKs% zTj_u)CDo=P%wjVf{ho+fpKU*B4qI)LYGri7~9Ti1-UgzgBU!tQwhKAzby}MA% z{cRG>>l$#~YB`#P6;1R?uro|A@RjanT8*jduVAZ;6#b|kB#@ER>s*bmV_aZgN7%M^ z^lf0R`p<97;WvKvu~ndPm+Hzn(>XJFcE}1oUD3W98Ra2*oMk0VhyNP+!lDuE4p_+d zxta0}+Cl!me^Y=9$n!2~aO>K0fKdYnAQ-lWkOu-52YLn3LBJdmLq6B&kK?pHekWex z!-o%8s_Al6G&HF{vctN;AKC$a&=B~7q`~juVD?t)DwP1RR?M!i2Lm*KrM(E7*vu48 zzHj;4@D}8{Mv!wsFL3}tpqLFpVY+GOSJ;=ci;Hc5+;FO1j!kCgfo-bS1@PsDwR$?o zpfdm#j+cYiprio*JJ1bSz(bgsUSBciqNaWWvks)Wn3B>>Kr8-wg6zkcR&c~#k=_Wn zFk5rvr1Munz?K7ds8AfNnSwVjJM)OjDr zm#t2r*5(pjsFcTLm8Mlu<5I?MBeyZ*(nB|?mCKq6xuiXnr760YQOJ~-VrGygmLW4w z@(^NMqe)o%AZ11=(uK6o``hk+@SLY}oHM6$nBQ-H^ZR_>pZDkW`TTrR=PhA)ZF+rD zOGk%^3hp`ur|k!I;sY$X22J=IT3T8R(6rx1VuOW0VAum_Fsbk%s3h%dZ6p*yercXV41@3jxD8oo>Z-~cO?)w3pd!v8W#;R(i9@Z% zf{tMY?zK*I2Rl6af zfy%0?4J3b{UF6;&MY^|ee$gfQ&N6h{Ccqd9KcqARa$_jZaM$JlFY z#D(9NfR+Cq>i+(IZhCq;hHKlo3_3wlG*nnE{4I~TsXVs=A9Sz%=#~?ZMV1Q|ERaZ{ ztXXJPm7ELb*7VGmqigd_>J?TJ4h%$7f$E6MnE7t)RR8JKLR{ILJQ14MLa2n4U_nrC zu)pBUocd!<%u&DXY8AmX(5$8$rAqd8vWjoTQBg3lAf`HT01#RQ;5LH7%4sHJ6)5k}_Yb$~fUyUm=@Cj?S=2G*<>fSH?#EMU zX>!C^$jmhuYKi*2HtY#bVWFw%S3ikF*51)h61@GIjc$I~;t>7R8g))6ZkDQ=8gOsT z_!4iW(+PLLRkVm5179Um7g;R@9Du_FQ42%BTWzm*i+vaqFpp0hqV zNIgSCH?&&QGBSv!L+kniNa}-V^xzQLv9asA8#_8ku-1&m|4DZKDt-~zO&5wEALLBS zV#Z&+vh9unfGrY<0<-0Ec|>E=lcD~8hQ;f?GIabqAYnk!eZZ7Q{IKBS^WOy8I0*t>P~~^wuu=5vScdi zqCdz&>&g=GCw>+U-IU$I(!*a_`qCcNr0mb>_S-@5G2nuPDNC1-ngoL^mMUA*0P?w>IkUpi zkq>%?1M?KWp3y%~itVqc)PAYG!gAwx1acFtCM(Cf|f% zV(xo)ce7Qi+Qh`S!d#K2yrspuJM*7`qmpK>Yhd|P{i$PWLp{BaN~)RJ2?PV)E&H8JtT7=wpe8!`D83i2B5(^;RWm4G$~APD(o$ z7Z*afpMHrsRMg<<#y~%cNTZxfnfK+u$cPvTv2dQLqgWa@${(<`MZxC_v;_3Y z3kCwE-J*pnSFQ4lPe>4g8Y;s5D?~1|&hzvitd|e6lu$*ayI--t-6RG*CNk>j4c9L;26-GvU z5f^yI04l6lF?pC4cv2pc>X7(W?2z>SCYc_#Q!^o*n(yD=nhxM#rMY?wH5v&urdAnX|(RmrtA?A0^B|+7{F|S`u-dA5=&q7<2S5Z+R4644> zWzV^LN0k7i5h=%-ly5+uncm*#awwskt|~U2_fhINq42d@y3`r1Ad!}VRS`l<_5~*a z!WPqN^zRQ#Pk!rga0?}!K{x1~b|cDhwogytSAU6Pd$T$J^NVY)#xTes4k5;aZ*u>qQa;Dt-fA5^a7xW<(kxP*7MMIDdJR;GPB8dqtpfXj(&e z9sCLR&wt_#9y>$`wT>z9UNG0w5?{vQVk};~cr57-FpYPc+OX%l3C}WtY0(Pd_9_`W$KJ7KVOizN*&*l}^PXUPb(GiJ^-_+E$1&A?r%#S>XR zNW-5$f1XxQFt8<0vZsMVxC*dK9U!EUl}uGfaLjsPnub_C<3*j&hXN-(>l^$8tDRH& zOg&qp%=_3G4^&|E5d71`tkr4eyCCD?xc&?b5H5%X1oj6G+EOo5dr;+Y10a9RZEWVI zyKTYs8>{egvD4T;j4{j~Wz*~6fYj~pI{t&^tY|iSH>^xz-ywn_{h$Q#stdtNr9@Ki z`0N4j3#(`M_O`RfBQ)D6AmEc$UY+@H#^nYGClcHtupVCbSOh+P#T?kLMxRgO2V^en z>M{t|fuTfzY9xF8;rNLJDyV%u0Ft+(dUIeqEExWfq8obA?f$Q0q%hNc${`1jR~Dp1 e`+vXqWV%Cd|CLjV{}}uN|F+URT}wCbI{se^Fl8SA diff --git a/master/_images/sphx_glr_03-matrix-multiplication_thumb.png b/master/_images/sphx_glr_03-matrix-multiplication_thumb.png index 5e116381a2038537bd8cd2d0bcbe8a6b501ca095..ced5f66f7cc16dfb74515f55ad6481f0f34a674c 100644 GIT binary patch literal 34670 zcmdpdWmg1Qag1fsD+}+*Xg1fr}3lLlefcU82ivJ46m0TKiR1d5!jq&fryWFqi~hX4os$IUR`7Xl)ZOHNWu(rCI*Smv#OOBZhu1tFE?Q z)G=R-{@(=(#W#ddG6X3Ks3h-I6b0(lx+}+)47t_+yBiEc* zC$IX&abs-X1n?R^2DBUT-EbNlDTA1|pD;HhM*% z;Xave^aN5H*odKr`-fAFxv8z|6!E<2*xK4=^Lze46M0Saz1hbgC7sN2?io#`*U)XW zLh1B6+m7Q|-+VgAvz{rEBjR=W2HbSD=Dks%ZiG*mlAO#N@aW=-WrPm1g_KN%K}e`z zYHBKnySGvFt4q$kQo)rG76!(&aY?muzD$!Lo~ez2MT^_!WgfDB9-D=6pZ$G_6*OiM=gZE;bT#js6O zTpY@v#i4(45=}%z&Z(5chqUG`OoM=GxiYgtkMvP^?hx$Klr2*18iLUd^IT z?E`!DRITC7m2j4EN0H-b9555S`#Z!hG0PxrYpZLa_O zDwVGuKPR5_dW-3>UKKz}QZt8of8Kp} zAg2`3XuUOp@sk5~B0I$WpzjE4T#x!JK3A3wVIYT|3tRXZA(K0zjP7s|<2y>2NpJ+e zr_-7*i*fj1Bxrd&7C${yZZa2azrMb?RWPS0C?r;?)w5u?#eg5@l+h))Czwt>)OPT{ zy#{l8R?MW{P6(i56gb@6MeL1j&Fl2rbUnFK(K3eYoYZc;`W~(sl)Jt@QZ_jt(qQ`d zhAe%`$Vj)NWB|EoES!My%{du99xmJ3v$~na+FTN?J>BlRQiiB-J?)RL?s~kP3m?uw z$N)T9PY&pqg!GCyEW;!Sm8||890bMRhQSw@4Q2@ppRdV(fPY}C_V#dq8QIWZUrkrI zb(;{tX|OS{0Rc$dmhFb}H`>OzpAA_IA>^Rqq|57ve$zu1%cWEPt5=0lwQwgsM(l4{6NwZx8AA40vvb1b+nuN#JHBz)DzDZJgKI% zC9}TfEyT7<-^0crJSkns=DZGQ`TJ~n7Y+$3YY##gTz^lXDI1+hI(+D>X;N>jYLH73 zRWapzG;QiP9_QT8;jeF?W%-`!gO-_#gP_zK)-g1r5)2yzvPp`h>|HUZ7Mwy7j~<1|M36*)y$I*JG-+ zBmq~jtKNB^W&c_gkAjcF_s2nJB5y^UMwS+aNI2;!d!hXj#i4R3sgCXK@_FD8=sL?7 z^_})a7(N`r3unKCKb9x?^8>A&G$~ohs z;e^{B48#Y*!igYQE<3sqs$kjbX@rLjv=mxKp56O1=hsDi{HgBF>krqR)OeqCg$xtm z3;o~)o%Sb%WOeAHS()~yR{PRaxytV6GA1-M>dR_<*sp)+h;J0qL}PH|+cnh5&gotq zjr#w%XB}NMhws3n{9S9sxNwTJRqw&U6uIBoWv6Cr(}#`Ix4hIH&UzHRfch_lTqOQg zhZQSq#qp#DMd&vpO}x}CR2Vye z619J|{kL~dHc_$3FE>k@IoWoM;UT)_uz-fDIhagNwP!KqoR0dhc>?ezL5OP|Vi_Fr zAM!y;16!(@xvy`?aEy`Axk36*L3eh=^ke4j9H!-(@{YE*HpN{DA~jtL7NIgEYSM8= zZ4mriRq{_E9xt%3XuZk~MvRmqe3MxhBQP@74Q!sA%~?e=Wws<*_PZF^j2`Y)aalT&3TxGkT8!onE>Nkhhe2L+%l*Jr!RZQw2Pi&-mt~76thFVy|zQwo0sZfD>2pg4FqYYxnvfAGhF( zZv@HmO_>LeG@UMKG`239S3sGnz>x+^d$p)*Bvb7vRBLChTK)ZYkf-x(e{HYGlK%N; zhj%3Q*j6WWUP@4d;Js4quP?h>J0}BsP>~L$Rn|%*D8A_?8Z@qKFDjZW#3iDo>MIzK zKuFA3fU)+Zms(j*my1`)oYT7mANL9O5I=feQhiBt`00t4U5>1BRMJ2T1U%aOZ6D7k z$HNmBsXPQ*A@E4Gfsar0U&fG;wOP{LYSN8EMLsn7|7d8i-sPMw6?%+pc<0Tue_V*3 zxb(d_f^KS!@S@!BU_L9uZ4N}7G~Do6Fjl`ltB!Rt&rbG+fnT7c3y*Va1Hb)uZWY-g zwXrmIa|q85I{Xc_^FTQo|k5LVobChhHDouD|#)MX?($a6bH zoZuIwa=E)>Ps_MJd+P7R=&CNA$9Y!tAbGy@@e-KG=Q|MU-Khih@6n@KFq>(Pvh99H zfUL9d60C8L*Q)`u==%wEXcfxQy9E+KoMFBdIVGhW0|^R2^zV$ZhFdhq#J1t#%m27& zD#OhIqsl%s9G%LP=Ly3otjOE#zdXi|Hf=`1*E){LuTx~jzF?d1d@=-N4QVAwCmcJjMfp!tl46W#-hJt0A+lmZmOX zuP#GN9~LX76HMGjb~8Ty=67(|`q%R-c9>9AKMPCxaXDgsI-axGPt+M(&b{=EP{Q{= zIVA72N5&(fF+l~LgOQBHJNnh?8Y86mu<4mGudk_R<>m4&>=~)c)7!u0-T&o_rN=Xm zf$!r8x6WEYqGrv;ertQ`Jy6iBp5fNkVO8vnzSbNm>j?w1(1K0qcrdkHzZ3H{vuC>OHbS?W&26{ZK-;Sy ziki;zq=eHXj-Yt;_9g{me`8myoY}&Pp&7kU4PO~q{)@IUs$yOZ%(sByczVRomD*aN zW4+Fo+*zMB0|HXB9>Ac>Ta7x0HK~CC>Sv)mvB+F&+qr!TY)0_m9r!LwQGRy*Cp*}e zkV_q`yJ(12jr7kb`*-wPkjJOs@5XN&m)EWh=Q_1xp@p#uUS{6>qu_Dq9oPx0;n}%4 zMAa*$Rl=fuY%}nikt7VdSew|vM1MRnwYyWg0)9LJcCnzXJtr8`&xI|Owf57IQLpil zMw?!zH)C`BqAoRWj$rwm8-q>{7AKXQEe;sm!Ku!`ql2$ssm&->WG+=)(qx}LQ-CU; zH~LFTe&Bbm5UA*T`a{x4!)KVV(A4)_o{jK=S_x4}0xi4Unf!v77UI7irxt|=v(dNy zM@;PO%9@`89?84jJ3i}hq#NoI_9s>? z&3Uass$CAdwAtS5MB8#Gsq~<@pn82BJl>*!TTB@UWCo2VI|-9oT1ts_TLB{Qlun9V z2K9Pf!OTW-Z&b=s6-@l43j#7M)s!9CQRqx925Bv)HhOf3GFRJXI$au2VCvI5T5 zx6TUyMl%OvrSbT&wpIFRQ)bKEO$5c>rRT~JkW=_v6=Rn7q&k?hR=a$_kE#7-vsb$* z@_9diABbz>q^{$%$*1zay@wlx9g817I1TOLth`VuK9|0xMZ3TF0||2d zj@9AY^#g6Y;|pa#6V8o#qeGnz#h`yi%9xvlGH$lAe|x@V#K1&kxh@G_&HqdcdAyyq z(EocV1j^Ki(?vjqT0-Qi?BDjiyjNXpf?>CFL1P-Ev0Jy&!LF33JU`l+;bFn4UXx8(9EZIUl5Fs&p> z2~YDvs=~fw^DCR_g9gn7EF1&m_KGtI8(E9NQYm3h(^B?wPweYFL-EBg8MHDzg?*2G zTQ^623(!yzamvpgYkp&XR`9db&JL4GTMrcW>lo%Xegv~ng6swz)LoFzaX*$hwFaR| zyK-b1hWpPug>F2dqoA(mo^a(mBB2*cOswNRvve1*a+R-_KIhHWgBEI#iS4g|b`Ljq zDzBVtiw9I8crSduVD^l%igJ&0n%Vq2*kevQXrI^NjnK|WASt>KM@NGXb2~iq*WTFd zV$}(Kx1&FTs@xA!C-#OUsp+>?+ri^^`ZOxqq0;ZNbfl!J3i8sr_%5UQ*Q%jvdBT_H zotNwW@)}9|a32E+L?H{tVRrMILx`4Mk0-T^56m<_9 zpvf(ePHJtRXj@{6V$J-7)R@%z$|H$C>*-#^cUDu5pNm;d>6GP>ygp`(3KP0@W9@jH z!jk?vzhZT;tlhVHL4h!(r$hPdo0iwV_T1HcN)6b2?+XLsj$wTFO((Q>QqOoT1-5$3 z+BDl&A5@VVdr&DUjRrG(m~(Sk!09QM&H~s5yF3B22VW{=z!tiHd0wB^tIw~-aKlfs zL`-}Mf-TE3TF@-72NSjwbE^cYO)mC7oZ|=?`}^#)LPyTmz#8xK@$T0}$)Ae?{VgZL zdPRKf%%R!j7nOvU~`2F$AE-0>(zqr6K zM=(<#mh-4sMPx-|g>ZA=%T^Sg%zOFVo`|dR>x{~EDKdJJUyknr+=Ox>9VHAUVnhbn zVcONSZeb}Qok;-t6Eb)-*$>o0lP>=&NFWqFc8@4TmCEsHP!sJS8F6 z`_2qEM1r*G_eEc+Qk&!by-&+ZY2{45-OEAenXjuGq&aGaF=qc4C!nsc{Prl-(J*T_PTW-=qv4KAAB%(IM8J3SEho+I$WL;B3` zJGv(^6Uj}T5tBq~O}&-uN$so8GGfpA71x*h@qGX0^G{U*i9f&L zd0#?YUSIyw&H$%=(cWK_oAS{gZ9Xt<$*LDPYqP**kc-f-9ym&r9rM`SJNspw9byO>jm=1eVzm~f3rFbU}E*UI>8bBt> zlj7BB?A-oQjV3DF(=y%VY7!B(>28hOc&W;lMac4(yq-whRXUlKB!~H3R_@@RVCtkY zxy_3<_g7CZ!i}@%cytK_%w?5)$MzPRIRb}?(9vQGi&JGwb(y%tOhuaq_5>Y*zSiJi z8TGdd7d}p=x}4JTc5D>!EOmCO%re=jcYE=N_!|Kq%RR5pAlrO}op)Bgrup1=#F% z-LfOX3F|B3viZ2O;3+oC#89M86ap#E0w>u(K~9pk-O637cKH7UF&*+TutmqeaWMmX zjI==1pO(+!J*OHM^?I$`amJ;zTJ6seo(_G(bY z$~z(2dm-R`3DY`7U3>wb-9*Q6@|Dau=^1tId?vVR$i{I+bFa_RXp|FU=3(;cX3Ymz z@B0tFb=zUUPkBmBbuGxbO&^;VH$Xki>zH6*Vh)D!ET021cF>EGEx%uISA>??g9c?C z4o+u;qCW$vriuI;oIL;4(QIvCw&P0bJB+h)G5yI-0%-o`{vy(LHZ|T;M5MUgVPA1C z`>FE9*MAV1m9BqBcbyyVZ9d+NdBZ|?Z0mf7R7KWms#6Qv_agWkG7+^H}7G@th4(fGN`yu#quK9rC|FG$jP1Oj;-$GAXTAI4t zWt1h}Sn$W-UZ2KJbih)zQt3bTgFYhR#aGD2&hZjy7Zjoz1xy_P%r!Z*7^bScguYl$ zNES|CKJFxJT>AfzOXByCw?vUlv;1rIMY<5iZ2ITH%o^3sJ+o2Lh1i= z@ttv-V;ir_933N}Xr?hTIwB@jO$Eeg@}>)jL@xg%A~&mBS*S^>v{BZBP4GMTgL`IT z?@nsvr+9-5<<#DP<8HcrQ_7ln%z08}*#rPe5$A$m##S{(_Z^{nj(2%s1 zdq_p<=1wtv0(!?yKOLgx0}yX_k53KX4FUOj$e?!6OrvnRtW0w$LLa4_8<}NEiduu( z!a~_Hn}U)R+8ONvD%g90a*QLSK)dVB@leQeu7V8=FE!Ki3cZ-ktz496I<~}2q{u%q zqD^_ET};SgSfn?D@POJ|un8$YPRSsTFJ;9hS}YH?esWHxYX5RXla&JC@^hzUYO&Ab2;WrB9Kei{P5Hi>{@a^QqtkPt@fFU;W(TO zw}wYa9aEEkeTsHmf1T;T^6H#9m@bat*mC;EL~ZkSn{w?pU$J=tZDz({Lfa)3&j?ak znHW~YJ*TMN2Uow5ziE1eirG;rjW>^S~MQc>z zbMS+Tkk+H{Q#8g#fJO#n&9taERFf_8JVU?n{HGv(!JNsJU@=f1gARSYsGQQ5h^}N|IhGb#2EG0maOR8 zxFLgsz$JVtia^Tf>o|&q+?a9O7ZrPRtbh6}lshhbBksFfZtX6-#JWT{oD3+_LDT1% z6IXLP9zW+poV|m_rsoQ~9$x$fIUX>M0}T@1dvC3Ewpkw7-(G7-1uZNlta7EO%csha zgk>tJu#>5#89K1@nm%As*2C8yFnS@$W zT?zlpwwv=1Nd03y+HRw!?*D;(dHTg=b%$0^OPXKn80MRFae$f>W~-K)%nZ?w-6kC zK3|i=Zz!&mb3M&#NXv(9{d>V6Qo2y^&i|#&g_o*{ghgB&w5NOHe3%TwT^Zgx8W9<( z=w-|T`TVUi-Vcczu5k8{7vzOhdMa5vZK8&mlqlMfI{lBjGtqJ>(0#&LI++U5V)eqi zjR;7G3|S0?T8wbRo!XDc!p9F~X6&5X!6Or{4DIW{%y@f?hd zF#wt*ot`>)oi2*S;4uHFZyJ~%eXXa&Obhx;>Uh7Z25E8cP%P2u{b889B%HHeA9!_h z>)!ir`Wybq?nNhilvgEU{bx)CI;^t(p`tiM54-@wyiJkHB`aig+Y>>Ali&~ zwcq(Nz-pT5#+a2Aoh;l2_N7db)Bb& zocsX)`sJGON6_fNmWt|{$ak0T=Fw(Wri#D*M^d%4`An7zSpFtOUcErQTvd*Ni5pqk zvHx9NC5{#Vq|4=s1()q2FB?aSE=o2Vl*48}fXA6*4+PVDI`aG9pORBig?~pO{7gbJ zQU7(gOs|nf!0VJuKp>0RpamThb7x%yFncj5r2&T$hQ$Ar-C^N{5$A{0k25Cth55)p z*7}EUux($KQyLpmx0=zKLNrKvUD#=JhATw0P4fu)xez#E8t!-bMKiwP;=(JW8!sQs z(OV{)+R)ve=&*Uu&+pa_S#yS#!oOZj`43qVo0&&OKc2kRzU`0slzGh6s-{hGXj3H! zg0<=}jsJvbGh$*K^-b;$IcT@zhBYivb#+;C@)LSRhPegpIhEP|$>&m~E<=*8P9icu z1(2P|3mHJ_uz#XuI&^z)V;Vwj{90iZ>hyJ=|NCGrBhZ4XRGsK0GFvx$^nWhYvUhDG z3ipY?DtiLp2>cA%i-GSU8=!@X9198GMOD|1#BP?41K8Uo8(Y(;YS7_5^g+YK)pjjw zvg6pFLo>qNYq(qmFY~Y~h(ox3MJq}uCea_F&fHeFI{eJ}@`6-vUGxg>&O$^K<^0S3N zFvZD-DObD0qXEED(WINBP2-d$JHDC8>}C4MfRGfcKcKQ(|vv{P^|T6#rBp?(A}r>yz)7HaehVX(@q){9Wh zex#9z3)LM$xBacvE9nk^ll#$`Dyn>S9B|bIeH!m~hQewt$2H|$P1n>Vf`Sp(?|Y*o zW1`7azXE;%vRJZvay>7TkDcIjMU#B>ZeGu)%31j~Z{9G%Pk*-DE~iOJw+@bmZ|?GB zn9JA3t?fVrm4o1fq$WP$8XeK#1mt|pylb5Jt|5+iXMSozT zoPlmL-oMR;Nnl3Fxf-D(it2}!^K$edO_i16yPs~2*WiW#;TM-%iKT}E;0yI#^+AJARD_BZNxGKHDg)$6!#TXk zr%2yrO$NRf{r-E-osN)aphKx4#{hK;31ozk`n|;L6vYxQ=-PZkDk|`^cE=WZd89h( z^w%IXAU7zUb7t(TjRShhZS6|l1W2Iqc!(ir^@egjv_g$MAId-F;d4G(-|!&dcI((* zsrs5;vSHb*L-D2tL|LZ`D@+~>9TBe(0y+EX+x4SA&MEXv87F{<=r*6Igm`k0_mSmM z6m|-TFtIr}l+#msxL!W*;r`CD-`G{$$EOkIO#&2#iz@%fLR%U91uLSsG0u0DFJRaR z1Tyh@gU0ngzun$om9Na1(93}P(?xMHBf-9WjH4spG1?u+0l(e$@g7e)(;f$FZhM`@c%p_Ed<^1Tfr_F##=>bO~A)dnDY3 zni;+sfD#f?Tgu7~$qvi^ty{3`66um+GD+qKA8a9@3f@0Adv}g0$8$vvol2fFdXom) z-&6k;_*5wooeaDHDg8q!&3Q%k^EI-vKOL>s^5D;Z5#^sOLu;;ydyDrF}?ZIzeg z#>&!OA4d|H_!?k3XD8amcVs8z_9G`mrV7L({ey&M)S^|C=(Jguev_UABGx4St()%o z8QbG?v^7_AO{63sURC}mzzSqqtIA6kn_2P%FXYmhLO(R|Zt>cu9vn61N3#bsA_XC7 z>J;@tzYC$_C-7be=j^LKGY<~34?a0BOb;(NPUP%F9nPS$&4^P^_$dr(DG?2eQ2g`O z9U=$Jw5PF7d$bHS|RT6gYV8{qLec*oWf>saIr9e;gd<8SeNlaf+Uo z4L$)HO0Jy>0myd9V0?WWKsj`WPb_TFSAJA-6r!Zxde`%aDwAi{9C%W!Ctqk8omtF` z%|6wL-~mXHml+s!8K19b@dZQBDfDqS+#Hk(De_@nsvd~Uo|NQcQ=s-$_rn`qX3~i4 zpXRIO^Q${`z)EOzS1B_AG@ z?|yyuHi@DFI&6|*lD1q{n?p$NmCUZgJ_@@&;*`ABJp3?gtNbFc+<$OPD;4jY;W*C< zHt;!f1tW+3>szX7{JZ!iEC*2l@doMZMMO6cIjTU^>4R{p^`B;B34mf6kc`(d&Qfy> z|8|dnF&XjSS6sj^pi-rF?lLXA(;EAPPa_u>0FTp`Y|gi}(1_KiL|qCI`zl&G&E9cm zV{CH?rT33%hWQ9cc|c7?e__%yf_Y0tW!bPH(l3(+$~f091sVF+d{%U5=Zv>eOm&`9 zdSG8W0mSAX^JyYv%%g-USYeUc;>GI881Gj$bO!IjVh{Stn}1}^S3P`N=nzr-Z@*2f zS#(Tf$q!zBpX&@MXe9rGUIDB9HE`AMdH(od{rsZVql}h{F6Ww_e)De9kLW36=tvVv zRub<~%7V>&`b1E*2RhKsSi~h~R8T@)`Ez-Dc~gR|3SY0AtCUb@q(#zc9-~O$7>jEWnMw(&ly--ADe8Q3+G#zRA5r-^LW#gKGY+ zi)6{I&|E35S>x$ClljHHcl1N261Ho2nYUzI-Q5;vo3t}ZTfh>A)%s^=0j7$8tnvDA zl1RT=8z0at^xJNFl122F0xs@T`RMUnnCb=_x6@ePQx!JX?^(3ul)@@#CyxG0?=9Uw zKQlv3JbdRKV->?zeMXa~yV;@o-1R@nm+3>Gd`M6=kwp za@$XT41k*1-9qocqsI&t8U4lC2AUtsZn z1;?+xZqD_omV7TtZ&68?2`@5w4@W!7ji_!ND4gy+Mn+h(@dt@O$rE*`!bO;geJ@WBA|&i(i6 z2WW8OBHR|rA($aRtEM3r5Nl7e7o0BRY_mugXfMz&mad)NvA_H+a}ZYgZ#E~2?LTJD z6$8{&z7v4((!@~BA%DccEPNjA&q9k68DaXB%`yP|TB>FtenbrwrOK4dLT4*{TkpzQ z{(OjC+iC;5BXVuI;DuI|U|En7;Pki{z3)EKhQK4eHuX*#kYA^AYQfZD*gb$(}t6NVHkIZATI5MU1^c4z@YfmicS z=C^D(%ahyXS3?>*a^Hme*0!8lGDaJ$lI$nD_qXLZI2bg6Zp}zJ6R5$%@XwV0ZH(JF z)EyDspcbFKgwZ*)T3>8zpTFguKFMm7?61pLNUBNO{R}-y*>UjhiSUJLZDQ%o7_&ji zt*>Sogvvu0pX2lAm?sLcW-itu*@2gfx z<1TGPr@Xy8-=U&r_jb=boiUFvM}b1Aru`y4IB>M?Zt&-lJ@16V9mBnh8)S0d9 zo$Pu3{2=$$iw{3Tr6oW-kv%GR-p|cs>1C>-xhlrsV13wvZJM)zek_5xw}4}kk1cYZ zR_A8xjntgO@GUxUzbE6r-TrC8_n+VNVkQ9Xi_mg1DZalZ4)k0{j{Mkkb^Z(~*>=Wa z_>HSl>{>`B1;?v~dr|^UwtC{ZTgLfvgr(#)08htIfMCAtdwSz1iCi6kslxjX(wqo`3VAJ~zMo(f`SoBb;36dz4w} z0I?hl`c{iUH&QYyKcYij3O~D!N)84ga=!Hf%eRw+*QH=rH2dHm;H#UT0+8* z49dUtfIdOmZoe^3`w~U0Y&J-%2^bUBksJQesP2T>iU1AcvJWUAo(#EiBBp%AAnSN1mXbu{gAsxOru{7jVm$&sYJFFjg_-X3XhZGRAf z8*ZnPHK5Jb(2r>HZ)%|PB7uV$sGG3(t75%_6dxQ@SvP7})9Ed86jTzHAG zV%&s*Mz4S+*6ae&G4P0SoN`MEEKD>{_ z#2Hf!bZ&MKeg52S?(fRBM<&BU;_4hswhwtvbw)14n$zrRZ~LVh9_Yo<7H05zbw%tOiXIG4+TR2yJYy4WbRY- zXa%kIl|?meZPw1Q!@i#J;~gyA9C05&4LbLGLS0JHZ$!ga_JzzAUwbNm9j=}iLCl43alRxA&k+1qz3=lQbQy`sHoZX0VDrPgq%tY!Q zw_k3f{6PP(33gJ|>31~lGLXx2&HnS_+LHu zS!tTG`cj&6yUzdK1~AC|zPZai0NQY{_(1JsSUecO%B*H-WaVIwdbBuW%VVWI&q`e& z;@}3vsl7674^{3j#Oq2F{nGM$F)a7EC6xTZNfDT-HxN-INvcO^W}*9E z0HLyDpTWVny^`^ujQ7r$OW1;k;-l`5=n2)b6m|$hnwJC8v==VIgl$| z42XCk{Jlb)J%S^U1$O8wJ}ZwFiu9;?4%~iA_Z7 zE_;8QnyQ3HSACY6YlxTCKv&k{HVy)conJLe9$c0OSb&Bdep}4vCoMMS7M8Zz+fhPzVfPibXLnAQK+EFj_?tcbi_%INW*8$sPTT zNc_;n#cNIlKX@V~jx?^Wzc24mB64G`ljl0$zc2at`b-P7JfN7^>uoe}{;(NRfe#uu z>UckW3Q%5(PMC-U-jQUE9v+-307ohLry~rU?(8h@y34-9*Mnk8%@#q7cW1qId4Ql3 z>mZa|bV|i>!-33%XiyuEbPz7@AlR1TR!uolNBbr4d#pSvZP(wpdErwpHUf}o;k$S5TDAQZNYjCtFrOl+n;Re8H z%2K0PWr%$BhjgjC8e`D}_6v%ka3UA&LVnsDlTb%$^a?GG&l)R)i{JGEcX6-z(MGVl zhovKfwx(Khg?eWjj-EDn`v5*fC+{4x59qB^T;;|9q^in>>i5BUhD<5$LO@pg+=yA* zd2xTUV*8~KW#jejKTpxTrCqfGXj@rT2WBxygZmP7`n0@=xx$VyE$DcUk5s|r@g*e1 zKxqZB%Xj^=-WzUo-{L_S#2D6^P8;bBlXM=tGu+OXNGS1wipBr11^JPT<~?d zIe}Aw;4SEUxacfJRjz^}Aza_f17AWL#kDr!%9*c)=#MjrO6SoT0yoT!$60A@W}h0m zJTd?p26hufQ~m>iXu5pn>+&g4B|5u7`arJ>kXr`hPFtZZBLG1DB00g)2V!MY(NeGOV6YNs^ z#TW}v*&X;BqX%)(aG#%7-`tWqkl4%eRj zP>L235;pR@f{NEVddFe{L-XTx z?5W~y8R#Ad1XlMA#e3?rLZEv?``%zQYkZ@t;E6g^mEeDCJNef?nljZRMC4gRF@o;% zTccaM*b>m)x)v{gL#>!NJ#vVBCv$U5m;Ner*A&~E7d@-suTCzlbjA-GY&8GbVwsg= z|B&(%-&DBs&Ib8-W+*cn)GIkt)ukJF1d#bMQ*8%U&)sb`dd8JZI*lt!|I-D$5w_Jt38HD66q{kpSkx`mHYzRTKnf5e8Pz9&A41S@6tV!DiSGQmw8F9M{AO zLf^&g^OMWfL(b5&{GyJ<=11%IHj6c`O{7vo-1c&coD+U2w#80JFt9z#GxxXLf{IpB zjtK4WjwCxH`?B2b*;2ke9qp+rFYSO%!B|u%P z1nV27PMcm*9&YC2YwHBgz9n-D(e+^_+RlE5((}HNvOl@@yLHH=7x;lVzo0f=i630T zx?8?sQ2#ix4dwpjR9S$vHXvi^#act8>YbTX+yL+>Sh)j|zLpRBRA1RwopvVsZQV&; zqMz&khkrw{`0|l=iRos6+vecsv_fs&{{6~9`pBiAAOYq=1026tLm3v#R+U}Fv<89# zeUt=`kUw$M3_58@9=QsAxqo{{nzPCYrwAgEyPA9OibegnY?byl@t&EFWzzFH>dscV znNX1>7Empp*N*~TE?aMFmR?#`7Xv+n1LlEln^pp2Q{x!2)i`-ah|%$JY95}}zB;+a zC-AQSz*%}G5;E>UV0D3m7IN04W4^8Cmx1m9?FCIPy!7_jHcq2J%-L;o~sB7FKrEoZV#?>oy;M_3b_OYY{D z@1QsJ=KkTNQ$QR?LFh_x2IG4#C~W_L-#lm+GwL7e5|i3NFw)_9vRMBWK0)N2Hw+$) zhKVUw5?bkL)iZO`!{BzLx+Tt0c!A4??E z4J|o_b-QPr$+@8Y%;6KgYT5$hf};JBj#k@dV5)I7SVR&O(mP4Ky@0$i%j|(b{%o54 z@t5D5AA}f{elz`~%2UO{C2prGP<8LA1BV5(^#{};aGV$XKAJ=+^LW;}5tWc&{dl=W z#OL;(oxOc_rZiikq*uSKjw!3JPmn^ZLIZf(!~$My0gspVL`ILbUT5l7xxmOb%z_4X0aD0NJY6zYOqTmxs`tZzG4hEXV!P@>mp#bnU(2`!;gMC%!NymJ~V zS2GH%(-m5br(XW-Y4_)?F63pJQnr^p5^BP9bcKMY_f7urnjzCK4p)!GK#J|2y)&GHaNrmvcbPhIgx!FDi7=r(8 zzP0^3#>d}ZqgtQqzxD|)FK%E=o1A8UW-%yETEfDDDk&)m1|HsoODE}a!_sQt^=YaS zm(vNMH%C7KFgkoa`jxMZqB|G8%}DPCPd27p8y)l%0f82P@LHd$nZhNw*pXjF&{I_mqmbG5afUa(;b9#cDn(SdHXpX^`Rvc~b^q#y3R zHv%7iI1ZeBZR~H|V0bDa_!rq0n{q0*JjNJj%v@*E!kpDiyD-yYXz+UX&g0<#v`rXQ zc$od`(d(LhCGPTE2Yf-&_bYNwi4)`c*OR-MX5|0vl0dd+04f53#YfJLcZ8?qGNZymrJkwW5nX_J^p6-G%*K1yOO@~kB*7hXyOsrNE(LJdG#K=JcB z_$~hZ{qA{|rDUzT9YGA;Nx!^01cCZsl~1?*Gf5Dh-P|{Tr~c<}cvR0c_fd5_*mDCd z2s;Ul!KRmw&dqRuC$BE2xWpH6vvg2Spb7HM>SnY9ddlE|p~lC_pbsN_?v+|no2I(^ zA^ux^A?9C5HRbgJwmezN&K(pt=O`&#jn)5G)py5p-A8Y$gi4Fdgp3GLl06eeLda^6 zBB>C{%t%t1nITkml&tJc2w4dsdqwu1&-J-~zvuP5p8JpczDs?-pK;!2T-SBZiEc92 zmk2p>UGYoX8EsE0()aB&S4q-3|D{~ZrON0~(blFFC|YKda+o))@;y>{g|v_Mi*8Vt z)`_cU%b&B>3VQ7m_;AIB7mV4SiF~+Qs4WVOv{!w2#&tsCFJBT1c>L_UTyWFJ)HLxR zR*K5c?b|P4`ao^S3HgMUG`kt2_4RdnQA^g-CUxAO*(kD0erJ8LPH1)-8s9S$mLTfy zONZZvrmFFD&BR~QJT~#@Z|wS7!|AI)*fLM_EWUaYois-o$zz+B zG<5Z3`53AJDWnCO_g#W9!okkY?xfwcAq1vrX=zN7b_XI=b*?EKFmFz~r99ld zxp7onzvJs@BU||SGhAKyhJPQ2PV_gK`9Z48jmY^-LNl#Z)<*mYyQ23y1ut5(Ws&XQ zzyGPbyM3Pr-K%7ZGMU-g&(}Jp6zif>Zx=jSk3N1xNlb}=R6bwHqiq)eQt`|sFJDg?3dB2nF$r{hNb#;2(U+UzSdwt{Hx`-_~BQK^s zqJJ(yIdXGuP)_cEa;VWB*4*6O<+U|UI10uyX6KBI*uuiXZr`~>r*n`rs4|+2()C{_ z<|cd#PiNW(@QmAl84WjI-rWGjVw6aOH~-_C#v^k;QAzSSf71jgEL^Id3>%u84LrjgO)` zgv7^xc{L?zewp(3$=iRVfBJd2)11$%MDCOHK_*GbVW-dA7wV*5>~t1iriN41{FdPD z7{OOd%J6jbNavcyKFqh6)UW*gGV1l~((2djV;vb>#Oc9gkxKhj$3GV1M`zCRRQ-Jv zTccS#-N|UIYi>2$+H)(b?CH+NGl= zUG+;&in8vc_U$jq`+6}1rK+mR^Wng^Q)WN8`}_Nsha)UtR7(XNr?(Z0+9)1Q;Mo^v z5)tSmx^Hux+RAFTOT*t*<*GF=0iN1Qh=c9>+UQ0#;`aDmaj7eeuD?4lUR->vj+atK zt++pj39nN(ZKuB%oq$nBhuu=QZIWifzP*e>hFv)iaT3(|PG3disrwU0x$8@Gf6N5E z)n#M^8H;_D$BpVtMJ;6+`W?mck4SGE`gp}1eaa7}KD&fMRuG-JMw<1vnaUMThz<7b zoVE7ywPYKiLGY$g%1ly)EA!M<=vwcP+=Nr^u_r|tg$im(VJY0V=UQgIkG*TnvVscax`+kmBjM+ z)_4>qQ>@Zl<;ttM&35eA^E*-Y&*3338)bPcA=++rEWrzpjxT{)`xD7ik(MtZbipdY zFLrTPX`UgQb+XgwI)Rh_t_v2z##fsW-c)7tIY}BYrm9ul&66=f>%`p^QaZqYi^Wb_~0d z9#xQ4(hgkN_0*D!`zzFyG`s#imUt(0*Vx$jVPB6_cG(FUI`Rl-@<%>Tgi`6fYDP7C zAF)L4-!PLd{ZaAne(|(m2rQe8ikMUGguN1g^!jQvCIFGF0M*>&r772D~oMEiW>O zQReRtYm$@<89udea)mxMFI8V-&NORM^7=j2p3410wa=I;7y#y|D*e3Oz7x!GqV`|EN`d(@jRy@wqPo~e;iv%IYy^KSXM z`_rS=jiQc~y=Zm1&{KU?%Lu+G0-;4(TH2dgiZQ0Cnp#cLt=k-ou=lrQkz@)5+rby< zra{ufLVLe!A8VZYCNt9BtNXzzX1bYHI`!7jOfa8lj;n>l6EC@YIad^D(KdhlD@i~| z$T!HA?cv+J#)FnJX?R(==sy0EQu_CT{1l^kL6}lZGZI1W`K)V>{1~wk&D`oRZ8tHH z{W0e$=7Cg-doRt8wZz889^!LVbT2M;c}O!5Wtdg=oyK)i$mib5!Mk~B!^wx=U%qRX zP$?lqVd1KH<$kd=rdqkZ`nT_0%UFBS6A6Lh^>oLGZu11A%2(bjGDSo{6MeXSv&*D1 zdCs#UiYZ=BB21T}`ig7QJu%T+8uG1cwV`&3yFD@!aE-y27rH zhdO7J2XxHUN_Wa}KZ3PC^YA!zzx~Tqhq~I408E^s(M|b#9vck|vRaBa`nU5+lKG{A0OPRi z9_NVpd7F5Zurf$N!=xOAd4gY+x|6r$JRG=c71eB7&vS}iyBdL9=r5GHBx-kCXe?|LQ~N9+QOTvTzvW@hB4ZOl59@$P4<}j z(AE;Vq+fhK$RNn^aw5Z;$;rF59M5}1;M)qd-aUT^>;{}!+;tU+?`xp~f4mNo_WA1c zkGrkwocCqw>n(LJm@eCckYF|0CFZTjPQ$Ami?0-oROP=>F#1OZDH=rGvxx437Jnoq zB`5zJd((0H=2X+3<;R|+^; z`yY-yB!RBq&Z;J`PU_^+D}`9h#(EdjDtlXRxK^O}Ttdq!eDveVu9|N?hnvh&qm;Xl zS|mg{>~=-i&qFVJ=UdTj?9bf`H*cHSv@2z985R@@6iNffe|&7BfGs;%`;+m7fun@* zBAM5~7^wVwa))2T=Bjs0()pE*q@J0dc9_34Z4t-gN@a~fYMl_OVAZ!ajA zUge^$d6`MgC!YDDfq9uS=6v7rOZuT`^A##tos-b1SEA*%gosapDt>)Hq(viLw;=QtM(5k7a z$!WTjoJ4ZD*S!nXYogZ2{5-#yla7mJqnBB0sh;napcmx`RF5`wDsXinGrY1dMa5Xt z7*xNAO&$N0yv8`?&`ur9v76i-CyXGXWq4$_T7zS1q_o808;(0u{vL{bb=7`i=+H+G zk#f!1%C+d4en`eVc_g2e%B!>kTKUEEDCP^P2VXh)RJnn~iBX58n3-gQ7XGjNo4?g5 z#rG<@3kG}~c^Z`>ku~|T;}Hg{y;3Ii*D#wgdb7;gE~yr?OZ0rSaszeZ{%?tk3Kk^6 zjM_{FrK>p$7`}DGaP%`uu1~C!JaLVa-6tomf6*q*e;jn-X4q&G7zF59_Z zd^}tHZ!1RLW8cp`sc0gjCGF$q*nZ(STdn1~s5kT8^M2d*ay7<|AJq4FEa$f?zjB9# z1%*(lMS}A!oo4>1&l{P#*$7UZXS?*2Uk4pp-jvYY;2pikU)eZzIPbj5xvAapD(_g1 z9?jv}A2Rduww+g>kk5VnbPs&bXHI-i`h&xD;romkC)tNe?~F2T2)3T(Y58JBvaKjo zF;;Jawm`CAR68re(cF``n`8JJuLE~PyO51_Jf65@5Pw69ZzJ3$)+%xTwi`P=PZk$$ zKA=jcdeimL%I*CROp(hD7~OH4Q~1GCpTni88zOc=V%5BRJrCU6&03w@>oAhgtTxl) z7X4!H%fh~wFhB~0qxgoI4O`a30T)tdwxRjvgORL4SwWdUw{H2HGz&8Q;E<|YEOe-P z4w&;ElvQ>s_q;hr_HJ>@RPWR7Bj077)fk>lZKZ1$Xp5>%Da;tX{E2*M{d=&=&7E>N zcV0;QYZwmg&M_79OIta++G^(|`^4~ly{34UuSj^2+(PeP(^eg|hXNS1#ruN9%Cola z+1;KUStd=HzAt&UouQc9mv3aU5*~QZ-#9G%{h1^x-MHJkc`3@I6ohVe_tEmX?l}K% z)a*opyvq3x8y`-Z?m4C?`PS-9k=I)K^z>QW#dPaRi27YzN+>>_JY%>tg~hGWN9$vt zyw|j_PThEQ*2wJa_t0H)`vz7V8i>MaR1yb9_r`_T9XV@vvAhU6c4% z9uQE6=9z42Br2Z0(%?7NKnG6lzF4`v=k>fdar5?E; zU2-qk;Fe*bo22$e8Wmq0;+^pRftV*->wrry|?UeBiqNFKtW@@h)cl4 zmC2LVcihV74+n=w#a{_~yll5hV#zT?5jp&r?I@Sq$*C{nObRF&7OA%l?z8%Ph)?4ErSC{jmA{>!Y&IyYR_O&cMei1mTf)Wn4Sm z;}C!i@6mI`@+rFeW=1lmC%=Y!^2&HAx!f)EGry8|@ZEmdgkQmiyNJ<`RJg)k%aZIs zx6xoBi;wSB)!8MpqJSbo&_kRho}Jn}V@4qksO1sM`D!_@AL?U%r;#*0J9{=6h@~xY zi(hV^nve*4wVBjlpQ9o0-7a*SVPzVPWcGwu$kGjG1=<^Z#TZD+!O3}3h_T7E;?D6d z=g0Yx7}Z%;RyO&Ym2ERXS=T|_o1Sd(jl$2*7Q`b(pAa7Xz!tq)OJe*_ilocUm3#~T zwI#nUDJcoye`UE}Nm;qfD6K1N+c}#LpbwyX*?}jqg9QrJ=?l^F;Dy7*-BUC$syAovqf6@ zh`lr`pOuqRQuv4|r^?E^$HvAm!;_@Bx%mqqL*2BeHGy1#K|vL51}^m}dKo12BIZmF zA3ogaYb+eWfd9vrSN2(wOatl{eDGVymqq3W65zAi+S)TW-m$7H-(y9?O3pQYN-}x3 ze=GmG;^Z8}>!P-OT+K+LkC6AYiUeiG*&6WOR-!n@{SRoqYFCftZ@~3I~F|W`gRr z-o8FJDkT)1Ga?f;7Q+Zn$1@WiT+)qGvNcRsO)MkHF^%1kSXH?HWHF zP{D%v=8MR5PdTsK^$!f7;g_=9bAMHBZE~!a!zIlkx6=$sqYln;Bd`3_r4q#XvebAPi1{;SN?9lfT6Pse_Q2K+vY%5%{I#K ze>mEB6o%X5G`ANoYbeyf`Mp}SG@5Qz@3KqVQ%Q%B{QW&gaUw#&kEd{EX1)(PpJP*R z>NK;WKPY~ow||tM$=l;Q&D>{cJk<9*iKF$3&eOUdKjN*1zLS_{>Hjp#%8w7|AvMm@ zCxEfk!bL_f8aK9({*{v{lyCk5-Muy%gL>zJ9nnpPTdF>vG5HIrK=A=gS$8~ zxzWmx))K=4_T`=W%^{(S8vUoG&*%IoY(7cQVGjoLxJ?_I0eXbc3XObTo@ZKjRQ@*1&{Q&_WHwAvKUc)T zhnd9vTS+gOdy?r#-4Dix%vGH)_0A5*p*zkuQo?q&-%Fr>YDx`{prg=H#K2|a4C-g6 z^_ePDAx8bL_iHdYxINdJ3o~;;S~e!@2t0lIw5v+mVV>KeFlu4E?N)Z@SaaMS3{AFF zx{;2u{?WEU3|jublYYsW?MPhpv&_=$=S-OGdbe$^ UHN*ViO5Yu#kfnk@drKROd zznaZ?>Mw?hozvENS`(^}9gyfw&_<FhGLmXP0Tdbf?&gAy4+>sa)%E4L^E5=fZ8z6fCOR@aahY?owF1;Q1v~aj zx`u{^uKA^24CVJI5-DcSh(*nEPe<;;S{P}N($GsrHMEB6xtK|HkJygDZqaygG1D6X zP2}TGslWSRW+TA%BI=)WD2*;S{4^s>r*Ob?#&?T^?<1d97FSb7KRYTMcW8x{Ey^z| z@nGb@%hyCmW{l%^#bXs>+$-K4oK!zG*gLZ}b@GnzGnve1Ok38HSJ&*(G@`i`^?h^C zT3E}29}oVu(;)7(DqpA8zB_1H;yEBU5_nNRxM55`m;6!LU&~WVY+Ic(GOIsFU#>`!s55Yk8X!Yveum&CE5(7+ACDh1As5ahy8!Ix{o#-sIX;1Bm!GsoA;N zh6jCR9!uAh84k*tpH84ITHpRuo+(ym#oLp|CLR-reB+pJtuze@@wRyL$X!v+dsFtn z@>4`wd7oi#i5p>3OMe{wM0%V8iB55pq2T^Lw{I=a3}oJG^Zj%+dpl-&x$l=Y1Uc-@ zB-R{xkvF>A{Lbq9*c+Aj?IT@zk9fg5=rG9$2>7+#aP(p%Je5Jl zSu#N_dKeD>PQ{CZAX+fq+Pk<|hG6Tt)S_%;nl?MrjcZ5$6iO6tEFOl+ZwQ14!E>$5 zjl^gt$j*I)bSm z-;C0xr_1-ZWZc084N?aL1d!OR429x0EiNc4f57Yy$?1|E2=LO&y*qrF#L7zCcI=@% zeFL*CaKW8>omF)e+`-;uy)m!(Atpx5Wm6JSluJY;l&}l5R2vC~ zy%BxLh9_~m#C02BH&1FVRZPz7xs}l|+W3CQ^*o!>`@(b-{IL6-W~?h)=53#kusBU` z!;8+l*S56`g{L{Y*G>%4799G-an41~^9^|-%OBUI{P=YCo8%XnuRcvpuu!6#ixRTz zkX4P3()!!0YI>w4yzhi(#%zVMbocu4^+1Xej7~@z;DEejY|Yw0qduwk8P~W>4fUC5 z?)mnuwVti%`T0RFfufT8!ncGYx)~nN&CWv9a6W)zc6QcoW1$Tp3N#0gR$>YI!Ba0Z zz6lTiKGu?e6hn<(_&)uehA2+36TQ8LH=Je^%zh@y0g|3sD4fr?8Lnek-`Lp3X^G(> z&+F<`tgNg=A5YLDq@7b#?C*Q;y_&2Mx7+8ih{<5}YpoRB*V}fGHG;$k$xsiBM+Hb0 zkqVtUb*fxd}2ua%+8V9aH&Lq9ns$ zKCp}Ze6)KoNd6tNFCbh2{{AK8EKag`E2BS?sL>hU|1(MRt)x9wXsv>&DfdW2^hhP0 z0S97g_?dejG?JD_WBf*ceLC#s=H`T}`k8pSe1l;qU$P^PLkTl0ZtH!!EqF6aUr9}k zOEhO%NW}Iq-gAtYb#H^r`&QSiiRQ`P*5}26m>l+EFS}j(ufWXXZSk>Qb`2j*KfaK= zrM~^e9>ByT6piHEys{s+G1%xI5zpEOl!#F`SS3}(Qtrj6!H-qGUS0zpbT>+>s>oSb zSb)t9{jiApk7%BJ_G(3~jF^-Uh?1R;Z{ih6`h!m4uNFN&p6#M;&$ku0*Y`qi4 z9FPg#<@)B@RKe_bUX?Jxoh&TIQem|bVIaLQ8Kb`|*LtF-I6BvQgo>8-n{|WKNKw;J z55-=x9kgB^I2;JtFa7-XL-T=U1`rgsil!Gr^y7VaZ78MoMS>(jaIJK$Ed;(j1`;Lg8Ln2=rDo{0MqmiI` zWFL!k9dIx?ybWac92^`6FjN9!9MkT+Gaxca-XX0a+#WG>#go~A!nLGCmTW)sgtP@f z{sh%XBi!WVtb?5$Yi+uO=^(k+y46sdiWX0>L~roCQ$|0>_UZ=#!Eu8Huae%@)>L1% zN%|R#$%=XqRLnXLG5kK4vT!*7lce-V7Znfspzuv>Y*Wl;ej;D>`C6`E@#ZQoEEsu~ zlao_*O%0|!S|b(n@b;!$@;Qbn7=W`8xsf)WJ9o}MBH|)6GwFOWO{Tg*vcjim+M}I9BC-lB!-a&bvrR`!>Ma37hR-O+ZJ|N~I zX}4|6b1FuZy_{us<+dLGN%fL3n|`a@-34GT@Z!n$F}*{U4zM>pJsmeB7h+5dJAhNS zhqvgybQMFdI3U#`q8d0$GNdQ1W^q7I38)=4$Mbzhl(E5r5K*9(0n*qe<;Tav^UAFC zBe5PsGu!++KJPq|;3NQ_H8nM)WQ4e>rn(yAK@Ml>U$U_g!lns!aq;l1du>$o^e>e_pbB==Ihidzo#fweB%!PU1$c5@x=*B`4mP-}``dhaB=62Sk# zGD32x%NmTlo6Ze;4=Bxu^t1WXRS{T@BEI5EvbI8;#z88oGKAMgQz2Z%Z2K+0*Z%&* z@(F>$c`CHteYq)bE1kWb(2IQ9azoKPh~%EaQld^ELS zmT;59C=of19U~)&R2|uLp6tq{WDtDz?j7sWC7F{a4|tZlVUCdT_n>VhJw4G#`{8ci zfOkMm7zcyn)6aad_pmU@Nr!n;7!iZuZHlO6a-_05|%iIUvCR2CAOq3^-g29BQlju4eQ@^^lNCkr%CzQrg9^H4I0 z`s3@R*CtNSJ4kJAZc-i*53(p)d5#(zdoxPlSA02?2)BZLBhyjJ$pSPF+pi~G8(acQ zNHE>-x6@yvxK2}tpK+7y*3-xn?vMQHZlB*_xq4#kJeng4eok|~p8EJEEfb7ccB-83$0n(N`& z+Vq~C(hCh8*B`RUy+#Z|Avg<&RC3)r7k;cvMPJ{vpUXBV@@pBpy*SZfGtmxYM0RNn z@Wb@a?!EaUoB+x6^Mta!Wh+b;AsOrR7bN5#zp4_nXCg z2XY-6n$kh??%iEhuaT@E6QP|vgwcM5pGI+MtC zPd$7@yIFyN!i>-D9i)A2{6^?t`h?!?w!@Xy3uOJtb3@7h44Q;K9{*JPm4A$Fw=F@S zq~RO{@IPnmqWVB)<%MErkMs6a?Vf|$Vu2%O#nrCHJ1ldr6*NwJ1n@_xs}N?2tu6pq z2-l5g&U58sh5u1`e~w)cB~g;?IDY)NN`$Zvvha*pFFp!|W814w^jejAvdDh!C&Y*pe@KB ziQEx!9>eBtH@=e_wGoe3jeMp5Dc)sk^V##~g7<#$0ZTz{H`sKZB@P8N=M(#<>X?9^ zT{2vM(po%+c{S))D^Gvwo_>$|)RSYSN|R?AJS3_U4H~?F*Y~)dIEi~@X*}2 zaRb$?p%CND%*;*5%;11QIiGku^`{>Bmi^zPghY&bA#z}36vXT>$@S^-!NEa7042S( zZjB351_qR5P%I6=X zws2mTe1D+I7YiapY$>xCk#h>V4(2;O{p{&Uj-W|I9UKWt=!;TQ1&}5ac}yhZI&ODo zP+btCC8UjNou=zQ<~K09h za?%cSuP?6Tb@Ll&vbpRUUT3He;JBIH`P!HPISL>gB!&o+s8b+mf;X=nvKo1r7wmOr z7s1kkz_dtXz`u1f*cBEO5Q#E^1Pu+u7_o72 z7(D37p%j~tFfcXc(h&EZ``Lp*=k$+k6m1D5?+F|2a@9 zFB{X86B<}3X*#yx0C!1(Agu+3-G+Wgx^Z{UMet~1ziW%>o=JG*w9u5kX_~IpAh)p# zGuc}}-_kFS$u6@Bo&pvA*Fn57d?1@;IiXJ){e<%8*4w-z`x~==tDp5g>eRF12vzyT zJmOqeD*lw+bT4%5^B7?jFk(2fTF+iV|1HrcM)oWzSe!}BD(HGQc$>bRg@5@6`^PQa zc``bQhJSs5i_z*_nW{>3YTTTNEEklNayhHMPbC(2TUlFsVQ)_@%Q@Drj&sz%_F9Ve zEgb#wVC3$1pQv-X&nh~+wP@$B$<~^t6?s}Jp`s%GI5VY&eVt(xQvX#fWTPBl`9 zB%M^|!y@LffH)PT+aM-R>$pGvud}VNe#q+jqX(}L@iidSM!_2}w>JgDaP2pVT~+Yt zkcvK)ezJOq-juaV4}OeHWtqaH{^7yqhsR^Ymqv!jZ{-=1OYwGHmd9vKE&b$QAtW`0+0fI^+JiZ0)7>n$7>>m`&6W7cOwG=b%1M)2u=SRLhAUWz;U zF*{T%hE4>m31i;pS^gvnrL$p{{>xXdcq}(jND76Q9j29(l-#Xyp{v+MhNxowIbNb* zOT(){R+?kkw;dG-QHciy9fGC|gDvAOh6>{LZ|j*rhJ;swGJ*j8eYBG+TUw|STE;%# z6^m3YTA#g$g<~}x8F%crHkKeO9$i@7KBp%sCDpy9ouoCXw+1YI1PX|)l{>tLSel+a z+RM-(tmvI#xS)FWuc$wnF>e#wM;c}`zX1Ml%fQto&nIjA8*5GHZ+@d(UeKWz8f|`T zVX?eniw!>=T&FH~NE?wB%>8Kfo3a$`Qu~KVlBotV;&zw5yf96!rQ<%AE5`o4<)n^_uPT<@6M06rG_U@qE?2iil9Kq z+}(EWq5WdfBTb~Y$oZxh7C3Ue_Zr9kom+YmUB2ehmlm=&tgBA~9bTN*`TA%fA?J5|Hxli6 zgV~Xi+35g(arDX>)U7|Ip-~r}Z75uO4r!XK>#Sp7^h)WN4Q=A(b;wwuwg)8pIKMlR zZd@a59j!KxShkQ`R+(fxggOPq&N(<4^t9+OwUrMvm*d>MbKU?B*Ww9S=pYkQ9qQnV zQ2i3*iiGWCg;5$*;wVb7+$|tH{1tS(NV^A-p5rHt#V#%gR7i!PjDF56T z%yp6&&$L)CjxIKxTGRfqBqy5TVihvm+-tB4#0Ai*W7g5JeW5wSLP7pN> zO=aTc7+@eViav~!haWprDI~Y*vxXTtpSRP{pdw1@iVBk6fdTnoo-5o2Me8)i-|Op* zXZkBEs;Xkz#&eOf1Ds%K2j~yp4J8kN_XeO=?Oz`pKJUk@5Mm6kez)nv&ZQm~nJH|T z!xw!(B{8|Rwzd`+9ISBT26H+eH8u-^w?Q?Bmru(FyLv^#Yn0uI1qWQH-iPqeIM~>p zHa4nH=1)l%Z7g0TV06SkoIKlF;rzQe0}5b zNKx$J8=&!j=d?15M|l7@3K1;47Pb?>z zPz9;_FrMjZdjtc-?C6-L#(Z0gk6KA*uU%szN_u=H@X{zLM{}h=;(d#`_X3Vjf*XLx zR!7a9_xPW_X~f@8D)HPw{FRX^X`;xAa2Aj2e7=?zr4wTO&6`0UQIr^Ztp8~-BpS;T zANE(g)G*j_u;$Q3H`L!JQD-|W{KX^Vg=74DJwL=IjkNEpAfrzuv!v`UR?K;1=inIp zO1fWN@mBC+??Ztc-sdx@Cd?FeA(s=Bfq@)7>ek-gPE~vpd}1gtlkTrK(?rgG z(#Bd*KSbGNZ~BAR`b<4*aXnI)ukyHFJ(LO zYPH~Lmf~ky#6HnbO$`m@Jo?%7mAN6rQ|#m%#GkYWg3WoI(jIljti)7-W^<*#v0ex{ zB|YmM6O$198Q{US$X8B`8CAoxd@lH(GOqwRf&Khw6X$jBe)U*gOP#tMxh+Ypf2l0O zNj~Q_sz0n%^LWUWqxpP(Sma1>ro@o#;H=FQ=RZ}R+Q{M0O2$@Po!|j+?s#YVoRD3W zkJ(TiIdc8O5aJ(!JLWyQ`1n#VfHYzmDO|zDOePZeBCC;CJW8M@6yr2<&+~@_p>>ez z;K9DAo+}!#P$D+~wsWG%>X18|)ERX75=%CZyS~T^`)^aNt)l$=bwfacL<=1fJ2(V` zVrRI`(=MA%XoMN-&KF^3W(HMt%5m{N#E)PDAEolxW`K;)O~1VhX%2yU72Z$-NSR?$ ze>S0|Dciz;0RO&!HyW-BYrii{?1n}71ylzo5b^V;7S8G;&3ZcQR|U-X#d<_F&vr@` z?~35`kwwa3+UAE3qiv}yuoggdL~9)~z`MUQkCOo3Fd<_2-R5V2NQ;3JL08a<-bCgn&9g#A|%MCg!j>@lyZOFoI!Sgoq#D4bVwGBdxT% za`z!20DD9DXh2GRsQVOB+cIv~P(go;8YlC9M*ytyHRu%Jkg&^MY)<83W80qJ{R6fm zW<5-acqm}?RL-litU+e04h$*ckR*Qdd~&Ox?c_Bg-H9yoJg_Q6E90gQ3PHR&zEwyZf|Z9h zb3v)kVCFvE%7|4i?%WF&FgxF(78n>}EN6O-uH#YVI)a&meQ90Tb5*AWr5s5D-_c+m@WiW9I-l_ z5_sVVA1TL0q}q>3fXb@^PXt%=9!;I#LCK!MvI4` zaD*Q4ZeHyaR$<`~Ad$dXOP~O#%)Hw|42K34WVE%pp|B|_%aGFuVFii{1~DrRf?h+x z(}nLtb+!#S0;+Z52Z*JEusfTrYl^;1dc78ZO*nC4ANHT46}aIIA{NgA8WfZ$*veSp@4pto=j zmeaj*m~slxV1BA68g8?ou+U<49ghJS1c9()%;fRoFHw;kyA*!T+?*egi!dd^w*Zty z*BwEf684Oh&;)k`5EyWgI5Z@$y3!`b#%cg$ltHi59b=D=7PFmX0&6^i>@*e(NeY5I zjz|-Vz$N`Z+R4G_Vj##gU=eg z8wb>Mb?ISyvEXT(z^nem?!Qmk7jZeDaYi74QVbbl^HCL~rzEg*SE_5^f_HNl3&01# zv7IJvyP!Z49-^w^CH1a-`%Lg^2ya82K>}sR@@C=t?IrK!Jzr_*Ke(x8kjqfaD4`?(b%=_d7LNdtPYhHff^k0{9~bsa0FTde;g^3-`5w+29R!%l z?3;71X^9H3se-u8XbDhBc|5r=kib}_VA~+tI%b0tTMVj zOd_J#yhEX*ZoF!OwSak`%roKQFzgG>&t6$x#`^7tEylS{U)Mk%HxQqT{N;_%T`CwO z>IB;m4G?DFvVfmWJ|L2+N9h*d;Dujv5c(vQr)dvXv6z`$ZajNh<2r09y-%=^6U)TDhB?XPwVs_KWOpfjptXy4Lc^wk+yxZK?z!CW|vb&1=!ud;cOH0LLJ$iZ} z9jGwC9YQnjpP0yfOf9MoI0jL77O&6lq4lbi+CDxTebG5E6+%YLLH#*c1c!$n*(BXG zHa$H(oHcCO9%tTl=OjIF9J!dLL#x(J;|r4yvS+7qgbr>Sq}@eHNmL!6bilzQRRA8h zBPSvV>0MVR`V*ig$+mf8+uG)j3Imr%@DN)+klJF$sPjg*dj3Ru zoLgDg#MkZMyC(R???uZ;Kv{4HD5ibe&_jakuF@ z=LgFZf|_+dg@S)-Wp-KF9J)5#G*fthW%ggg9$yU$E9ubFp5SsV`5@b=RV}^?M<@B`pYu+KcoE3O=mHR!{4i`U!WeDUY@yyb9~OiLI4BNMI|Jt z>FF;x-@ktoKYrX!8{+OFEzO~{ z+Gek}?&Iz2yE#+kvvnx#S(ftdJ$ukRjr1CHNr7Y#_SD<@@;ak9G>X1)8b)ZVv7Cv zaX0$cfJZzF3u9PVSU`5n;^^pj_Uzf}y1I&Azi9D`AZ1Rh$Qj<;Si{4?J>8jZHZm|^ z*|~FP`|sbg!}W*poH{b^Qrk}bsqF5?;*9B;89B%-drNox{{4IO-@nSv&InNHsEd9q zFN^NoyB9IEymyKK8~3xbvy+jN4<$Ds?D3sAVZZQ~MoCG@&fflYV4yts!e|+nW75*h zwzjqi0IV#UykT^@?K05B&CSox`v(M^1!`eC*(LW$`<9v6tNeTkVjBd!ER0}?xSgl$4Z4v#g+?Aj1a_F5y6s zAmuwmM;D{cjatYcOT`qJ=fj7mzJ2=!i6<2kledr0UIBxmin=;)93>SMl{b-*aj~(a z{{gx|(MHDw1n%6wkDpD`1WQIoM<)~%Tq`QGdi1FB_wVriEYk1r!Mk?{gf51Mhnt$2 zmG$(n#A)o3J%64&D=P~mZ_4PqiHV8W&!2sBbH#>-hbbs2D=I5Jii)IpczHWeyuvG& zoSi-)AW+rRbh&8cL#x^G6DJ4>FVt4_1wTHwjM;6ji@_pML0`LeO%!exc4%X3d&|N? zOTi~4uyaJu3Y4@rK+p@rc}om_g>(Hzk17@?sj8}yAVF(vZzqx)#3>O|N-rF{<=LSq=~{6p%?Y z9sr^Ybr8Ah@URI)w)RLn)7NlU{Xo74M@Dw2YiV(e?B%Pf@?$y9!((J>`eJbKc6@yN zrUeun&xWXquidNQkF zJ9971wHMi>-R$5l93o^cF)d>unVLyj*9z<||FKt1ZQBZXASEN?=kC4(ggq{QYy3*N zQT#^32F@-2U7QzXJv|283SFuE@;HW#rQ8kRz#=z!z@E^0fs%gxINZbHb~KRiml7`M2t7(~dK7WMpKcqob^>tg?RwYkGQII*g@Y1@!dvB`|Qz*jSukKpN8C z(QzV~MNZfFL(t3rZ0qv(a|cM}mY-ncB#exb*aZInn;b9zdSa*Z0n$>|t!--QypxUv;5RPDdERhvp@E9BQaWB) z$E)sHI=W=t7wgyK9-hCY*jG(vX%lFp19$A+{83=0&ifJcX$CbR=zBwwns8M^xaN%X&B1$zg(S8U1ih3uD_*UvI;%3edI9lLm2tKYP@Z^wh zv~PY;qXs#t|9|$+1)QgE2#W9Ty(Y6ng6S0pObDdj=18N523}hEB?pv_fP!t#o4!9+f-{jJz_y!!0h}s~@&Hb&$-zWgMh14j9jjTUlO^i@ zGm%N1*Yng^&;c@BX;6QDaq)5GkNtRtK%{nw8jtgqEUAz~l%e0YQQNZMze8UG&3fu| zn8pSNBT(Z6M8?GYl8wMC)nTQjqZ^r+fL`S=~ej9FMGbk^Dyr z5tk6fM8zd0lC;)Y=9YRonX90B{IICq9Ov%FNj|KcK^bT8YN~dm4*(10A1K! zsXAi+X27JbB(pRSxMhWULmEzOkCPxC3u+OPgoKTqkuA=2>VNSU+t4rDvaFQ$P{5v2HAYXlIiy?(WZ(99=^x!;tf?I2-)V{9Vbirz7SRkx z(ESm*r~JPNKUJ1~LoN)Lo{sYZsjcO9XH`k36*3WU#AZ+)g&!DEq>N~^&m{jGQo!`@ z!gu4Jlk89x6~zCQnz935!abQ~TZ!&X*$zk~O!E3dH$6N><|PU;oPz zn>pDa7WGqC*Wk4Oyfns66!6$h(AWJjR@-E@2QNK>;e&#qFzRo&-<6OkDV;6~j8npA zq8K3=|I!j9F$7WARqiy>$?1C*c}xAHRI{(aDYxS)X{$#l#JFWdsW3iRP6hMnJQ(6u ztTzUZjS0KjgJwi%@c-}95`5|Aul}&zs)bRyA~#VOg<)0UQ(*Eyu z6cyqg$smww0hTfy7px-l>cNf-0p(NSv(-mKC*DjbBWv`o;mM$NuxZE6iGjhTV54E@ z%Rlr85Z$j!pm4oI(*VVBP9;mEYf*AXNEtJ(JlkO1L;UFyyl> zS|K{!QfjcmOJuR~=7dnbBL3%TN%7nX#yi*Mwy~ak>hEb28h_YT(x|(tHHIG#Z!WvI zOjt1{t>0Iedv-I zoa^+jTsVQTDU%$hCnwLxxPE^nX}?YY#dEWu$;E^``Fblj9?W_MtYyE08lrU16rSI% zyv2K?sri-?du?St>~ zzhE$FaZ^0an;cJa)iPvMdTH+bDl+$@=Ox}~06n4Jh_4VV^5yMWSL)+?MwK`w@t6BT zaxbOigx~`Dk-e3=_gmRQs`sE*F*Rs~#veUYy0MjW4BqYiJjn{Zcqap8hiXL7s!S)~ z5Fta;zf^zwG(Ppenq~ex4IM!Y#~yj6w3!@MKQ{A6b3YswS`~HAvyg9jE%5b*g=Hta z5f}FqzXO|%xr#EXCGB}3B1=C%Tnf|}$4^laGu>H@=U|Zu4huxoSwV5l#lH2HY668N zB#bCWqf}!U-f|H0{?V}|SezH{>1k)`JkxQfy8t})Xl2fWodxZGA6W26ad zo|b4-KzHdgRjUJ=TSh33k%P%UpIYvzwFu4?p(U{~38|+~fEnpqTSvi1e+k83$#*9b zGpBs+QW9BN38w3cA^nZE3(FXWA+DI9@x z#4)pZU=M$Xx~!yjS@HE(#xH|zNu@lQG%Qk~a&-A`J=FoQvgus!TnItbZsCohV3R18 zP^r)#>)G6pg01K0yQt=yr*RCcKfkUnd8)`sbt(S6?*ScaHPFQM>vP zsFG3;?5f87*ZOFYqKn{aryq3V>daVAuL4v)_Bp8rmxRUf?mEd%CKzRG&+E>_TW$C| z{3Q>1sByK}x1HTuPLmxMV#L^^srBMW@`lbF)G_@G5%%Ywo(CB7clN3=NUT13pIn|9 zvZh2wh*8$)IK-$>Ixahzl*L(OseVv{p3|tOpOm_o*90RJB-cx zrtx;j)~=gi3^@bBah`~%q#Et+WfJjw$!fId|KJf&MkkEf^hYT!Y^FvV>r*)L<#Avg z&yT+x8-r3)$-CtOu#G%F)V9~9>}pb6xS#hh2I>aciZ7(;*zi0Hd2WE8dfG{^84N?= z@AdO@rGd27YayMmvlB!V37RU9$MN>>YjJfcxor2oOne9sv$6gKf^qU`cg7PJAuFmR z@tuf@j<%G=P^B`RSlO77!51%#3V8)fbw)JVv)x6vp9dLZ0Jl7aPvCZvvAldf`Oc+k zJCwM3Vzb#)%D&$`PTtIf3WP2!GSXO>N8O^nza0ym(dq2`?Ou_EUL5e6nfv;1cXnjc zW36kU!<4^hJqs#Duq_UH3WynLl0vh+^53T&G&}Cj3c)!zkU(Y-Vwu;LA{ zvPD9=Fi_AwPYz2&KS_`64g*q&5A&c`q-=2mLi1?)^A6KDeSHz;j$6{NYwT009~#jY zD+6ziYNFvDZ}dg-qA9U%4ttn#yQlNPVRuRi5GlV+>CGem$0~^TYG(&I^^2dYKJyOs z_8}|Sv>Jz!MTCXknjyg^o*2&ABSrqJY8G<eA@c8M9i zG_6Y7oUgOQ1Mb4J-6z=If5lpy%F^ibw^dVZn^z)9ErC>Aog;x+&>f@P)A$bs$h4@j z5mf$hj&aeXQWF`M6Sdy1!p_o^@z={XF0OGEN7+*hikG0s3VmqiZ!H!_ZC2>yQB7A$ zutJI2WjltD5KO(NR<8omV8uHUAoQ6U2b#?-CB8eSzS)NZ{VOjW1OhEC=u)DC{M&u! zx(w!$rJXr&KNTy52FthdWT!>_N5HHwtk$i${UfsnONdFoV07Q>%!FANkBGf_5%HJK z=wAD>A&nA)v6AY*Mp2>n9-{TBsnTUDjj^wR%rY}94U`zVFU%*hOFqjRea~9Bzb%oT zyM>a#&X8zx0N4DwcXp{rV@n<6l*(zElqvVKFJI=jZwrKet|k}aVaCnZW+u@>2Rk-s zafPYTE1p8sloNx8Zdj!GNm~T}Wi+5Vb!Exz_@ECo5*(hMx+H3PHG>*Fdft5gtHU{U zdvci-7lJ7AA9SzpsAf#))c+Yhwv|=5W`rIknb!*44E&h~FOf1>%D(&kSy1pIeBwfX z@wjr9g1BPXC8&CB+0Cn`SAFh^t(>}(zM`fU z+Ek%)d3!Ji#nr3nWW8&IaH`MWU?R7yZ-!It#5@P1K&^|WBvR+<)idaEB>bPHZgnwi z!(9S^=jj-;Bf}#!T=J2rnMA>Iv2w-M2BThoin;RYwq371a%75J2ijh+b7lXf91~$b zL$zDan{p7@gMU#GWXa9-9Z>HZ-_#p)9{6|-3mFw^I^;Gj?|?L_jK*B02V=W#E~`_y z#`?Zu*iwQ4{8Mt%FZ&s+b_zZ}Z+3-!O^DX9U=@Lhd^hGhSk^w}`?7BOGTsT3%i&%s z42K}5rn7M2C1a)a5Hh0a|Ccuq7g`wk+YS;L;8C{f_=O0 zzCBd$EAI_t8+d)9@z22~S6c7QTH--WRy3dYwDG!$_9EhHyo4?J;?;5H-*j}Z6&{c; zL1k}9tz86&MRJ~n7H(F5u$C1&yYkfsoNv_ViuapL<9{<%_RY%Cwb4KK+#)r-ea=X5 zfc`)|?;hDaI8`9_1A>9r|6Yo6lvVL^rxEa235NBmNaD?98z{+4B9mF0=Gx?Z*`;c; zvqh9&hE>&a{TPKz8XdV} z9a@+7OODd3tUt|K40BuM=`iz@Vl|UNoQ0b4iGFRDP(l4OfZCH;eF#oP2rDc!wqW@W z-I&`LYzg2)g{g$3WZ4WJEcIX}>&$eMRF7H_Yraei!NmB~!1~Gbzfz3{MvYun?W1q^ z@rEzw#$e`sj}2ARA%h>Wy!V3HN%;k@p7nE#C%&isN7kisyVDZ0%>U)fR#Uy5v&OsW z23ZVtB8yQuDzJ$XF!AQc8*T)ePw2+QStm-eQgsU^8DkByuuBm+`}4EotEtPS zt8l;#NN?n4q*`a(h%GG*Ti|`AS4+gmhSc66zXKR^?5P} zRp~j+bUyNykMOaMj09d|Vx@pkTwJt)AGvokFRq&-aWT}n|G_|P>!}pS+l310rs~V- zMKk~S+h_z50bHx#FHN zWe34lCsQ@<`(>N+mq%{bU!W{OhWDp;PA;v2f6*o3OOx|-MgotYyhRukBJfZjBEmZS^LzJ@<@rCVl5jar@V>Gsx-acgf9q(3QS)3i75 zzh^v4A1{fP7|5!T%!i|rz?jG#`{faATrk=jaotA`m7i-8Ki5w&mV&cnZ zpr4J>PiwHlGdc9guhbV&*)^^t`kl6EtHv29rS|&rIfu0XNA|4)oq+DCPPH*SWc1A9 z%Q5EKH+=`u2QEJvJvQHqP*B#*05SAqH9Y(!Bu3DFhh+Dah>8m(kk~X14B`H7$C|B! zQZQ@1+iuL%;xcE1Tt!#`Tk$@1Sh{Mg#KDA&BV+7}&*M05YWo;dl;iV!o^G%ymfpx9 zEK9o*lGF=XK375byhd={+Kc~M%|zoYa>ct>lOta;ldpet(o?wMj)oR09SBr0gS{xd z;%!?8MwYCBLub6HILkLd=G?mcZXd= z4IXo)Bp>h<6S$2gc8sp#9TK$rKh?k8An!)O5;yO;K>8ZJ{8O#!(dNE3s4iJ$-odDrq!CdRMT_k>5pnfkf%XABQi5ve2tChX4cCWnKKP5YpO|_O0AhWG8G(rD}mn1*5Z_9tH7zoFZ&gaz6FUMR+W8W>e>Wb_C13M6~zFH4Y zKqsVYrnV3Qp6PsUw6LB`%FG5x5<8$d_CpEB$GMuVOVuc}wjVd-SHf}+KAbJL#87HY zmEwTS?HkxE+MgHr86jDXNx^>Vjp~iRKgm){*=3h!R~AmF&E~fd{c<%FSL3Ll(KgXf zTA?XaiKwO~q$j~Hh*5h`Ydq2RGjS0uSz4Fb>&d9cjQYj2*WbD!r44o z?>Sz;%HD#P27d+}tgipeB;B#ZhOZ$+TK3p#=4mhw3)=iX9M5gnf)Pep)9Ga{P`*uO zPH%N&Jt_oW&0R@o_BJ9~8*RqpG-c%7^Z%o&9cZ}J)pR~^qW2zBnfLEb?Ce0DmtE4N z5D>h|V%s-n@}!z1)O!v+sbkeD0^0mc6 z>!FTF`&G=>-U_5>?S)R)ICL6j=wr2dI)}W80*mqNVyW`5O6Eh8GR3QNqIvA{=!!K$ z`evt_HwG|++n1OXq}TwqCH;!oe9bSle=Cc2ekHIMZ)|R;N&b*XA0+SmD-dyZr`{1&a3(d`z0yv^%X{#>1o&cF6%;Kx9N#C|d zBRN4zMXC5kB@VJJL34hxGAhH|hIW2T(%@&1jn)+R>yody?K$pE(9y?+|6cplC+B1U zGO#%mXtMtfUFUvO9gWqwty22M5~*9Vcx8}k1AD^orq?}N6Phe*UaPZmd58tlq@=mv znEeYr z@&lAvT|PMyQ!gX8%_mPDPeMxf$+S(ul-iTdzRAUCQ>USG&_9+#LR(rY+6ijiBxLiB z34LQ#MsX=?X}+<2#`D#CXGcMq$-fYlYoR1vy|W>C!J&G=bGmi528!nN!g z^Iq}}506oUvoOBP6-!mj7RW{{SPy_lQgM#_hBw@Uy?^!d@uS&EcM4F|PmKTFZ%n#i z4Q}co129zZV4!wc3AcetNNX5x?SQP(w`4{p36xMRsh$9ES8U0u1&QQjj+nBW8$T{C zZW6lz-uI#+`hW9=kpu=b92~A)JoMPMC*PJ^&0qA0`Vm$GqfnL4g7HOJ^uMUGCQ~OS z+V85vI-hq8huLZ%Pap#Wu*>_KeP{a%hRFA)vYh*p{x`bbuU2C_1`wnO^l;30d0BYh zx(oc5n8(Zm`x5PUzXffRGw>W3gcE&`(IS{@m`5Lzm^uta0iXE&@+4Y>Cm3|K-kqX@ z9N>vVPLcG1{lc=SVpv5#A-DcWWr$}$I5k|PJ0C&A`IqwCJ5LYQt{z9eihvUci|+WsCq2p?b* zaLMj%xnngffUk`W_5Ey)Y4mt4-SOPutE) zO*=&EZKkZxH+qtoHG@3Y{Zh}*oqnn3PX7Mb$86T=>rAZc6=lD|cxTl9DEPIVmpFJd zUQIJw*aeDO*c7vCzV*@PwtOL0ha&PIb3m)-n}FGap@JQCWT$T9Xkla8;b!6e~Sj<__3%Abp*QXKSIKSB$UHo%vqANFaCt(unxui1 z4i{TZ;|j^zv3C~~J=5=d*6axbIMAv0q#yS5cWZiEMH z3jiR-<>P>PbOG;0(5=bZ&@o;8vY)e%c#L?v?juJ=xX{qthN7B3wtloefT*|kcEU}o zngUY3w0r@AoHA6p2UP-dEiKpdHz9QcNkj>XVVeM^Xy4Fatoc(Sr z5lIZRV`VBpdVh7Ci)rvKq{+7PeQvqmaZllQwW`7*8%5w020!zB(jenDs&T((P12}i z-^a8qnEK4K%RFY;Is<#G&pRL7PcD8YvL0! zdvnIVExCUou9&R;1c0s5WZS2#r*r4ao~fBw$vw$8#&1wvuxYzRzSn=TF>v|{-?r_k zJyAnSCG?c$LvzDjiuK_u5wB`G0L{-`FZ=RXAQ8D=Mt7tikjNXbU83dd5|VS@x3W+G zr3a{CIKe1thD_xA*s?xy2|1~g(D5-K95=Ri`hJJ?dAUwx&SR7fnGwGfgczYo8_Ov0 z{hHx!pz$lejYrV%=X_BEGxjhODv3yz-FW@CQwAf-4E41W7i~Q4d72jcMcD>73$%GD z>;}@g;(pxeDwq_aNoE1h3u|8q2?+XMo*z#hZES4nZ5LQCFE5wstT1XI@eh7!$J(ENj7>71il>TReI}XVcF70 zBHP3oH%uB>W)d(HvI4-3wHU%uB^gMsxMKumcn08CjG=r+s8FHe2mCtKc?{RxW&?ngk7vE-X7?>Pvslsp6?6i^T7K+KbZ%BV{p4^ zPssah!*IE>czH#ZB;n6H@g{ni$x-c?TCUnN6*t01S-|(tI;2n8Pl}VOj67`dwl51_ zwa1aZ%@;D4N0;spu2&ZS@(FSq;xIhUwV2 zGLN6W0{F9K7h-qvoDi~XEf@F(DC~uUxJ*^}fY)Q%BK!=1%EiYG^IF9xBuf9}2~C0! z097yPiZdL*&5c^oT4n7P_!>D3vHK05b(9EWNag2Q1&A_{A}2n*n&`3U3NMADWwzM1 z|5UA8UT@Q)0Xs|;XVZysWsg^?w6C_qj?<^kov(X7)qkhQ(Q?vww{db$u*V3C1tOzh z!B)iklDoTrrUE6V`wzyvUM&qm_*qsaB+Kcs;o|+N-Epc!%0le@X*J+W3 zj=ZV&`^lik1^sh~t4r0VUVu@&K4f@3Iq>FqKQuv58T^rZ_z{}ndT=FA#e2n@zGBZQ z#o3g$e8&ZNaSLOD4-q@ylC_G0Dn$6OMPG7$+@EuA4GTqIa&w1VN_ktoPL!D0TH6oX-8AUlr6>0MI z4@BaezAxZZprBdYA!KC^*wMcz&dQb}B1= zuIK0`bSht~+-Y8PtJJ+eb!E>Eu=s5BL1_}}H@>-vjDi=83QGn~F>Hd3a(Af9uGN~! zE2nK}1_M*d+g+l;``zt`>!^lQz}c1%!lh|S{M9EFtuIeUlAO4D#*$5~Z8OV0>l%*h z)%$(QdxHc}+8_#$^Wy4z59OZIS`2ERjvTP*x0A3F4#S4L_dRihoAFKl(JAZ}$eT9> zB2J*BG+7MXmjN=#YU6mOvxQ1*+gI18P6s4yqu0;5cN&s~v(u%rbVTGvl5(cV)js;j znBSAxpp9Gr)lH4rBvvj-DyFLB3KutiITz|Dn_@ch zXMvO{Swj!Q0^$F4g^$x;{ly;GtSi#hN&Tcd8FKfO#KQ|0;{ga!{-8hbRiOTP%OfSr zxVOP?t`z7f9SB=Bm%Df))j6!kQ+V81!4ZK1$XiGIc2tPxj&k+!Z^3UL>ECajiiuh< zg_aBkA~-!X1pRd9nkiI8BPZyrT>Z?t$Xi@8mc6%7E~#_EHvX>tM=EQFrTWT+BT%R} zetBBBj$1$eIb47mhLn_mXxW(eZ+j4`1x!Lih9CW(z(fDdBZmo)Tc17o&3~}h`!r|K z;&c<#AwwYvR79Y`8&}&oGBK;a-}wY5D(i0UcXmU5>=_3yfV@%e3RO8I5nnoopRf_I z>EFeDqPP=cjEn%Xx%k>WkG6;U=5oT+rP1DcDZWm)Mw144V@&8M&@_HFF5vlQwldaC zv<E;oHy+_qmOH$-t3My}%49H5lCYx{)IZ&_Dz&jdtB> z0r7H;AXKdB?SssL#V&I5A`<4Dl5VPiq&@qnM{Et$w4L{Hwg z>S2o%=);OQOzJ7YnmS3Kratp#_qUqNJAS@?(ERpDb$08K2!`-Pdl!0s4pkCgge{eGVkU@LBGY?K&_9(bS{y z3$~#X0W=9FiE+Ivj&}q0!}y4Okls^aX31s|T*(kxEB@Yu_ZtMx5kCoyrw{YAzhTwy zG5?5}qNUy7T-5OEzC8=Cwb;yV%D2$R5D0+f5RY{z{I)x{kF_IOi&|HIRs-Cfrkdt^ zRueivGXk>^)lY_1Sp*mBfDobaJ6v;?dpgZg*mR*Z4nRP8Zchq*Y#1i7#F!0xdXzJ8 z($=B2$>k`WVI}}yiaw`WX97nI#60w4gC54k@`dqab5!tRU~7-NfuDx}K(6tXUoeZx zxzkTWcm2@wtMe~GSjAzZSZo$`8N%LBdhZkv@YZ!MDuMt;Tu34nHTK5}a_o`FXYx|q z4}EK8xk-t#4*u1CB*w+k2BnE&;H1dZU}Cjac^g#NwjAQye1&XrBouW^?ff&Mf~Pfj zU}npZ*jZQittt8k_Io4BLR@5=6vul%(=aTaBjH@4K7c#v+^$_fC@<8sUGjD=5&KR6 zs4PalpPpXw{sAOHpDTkF;20FKsf(3H1d`MR{euk4ti1|1Z!7DX60Jr*nLUXE$q=y( z*`n3}y?C)%H-{0)g<6wE7r^`}xrUQKQ`x+40sxJ-$D}HcvnM<&m<* zGyonJK){fTB_PuP7g{E$kKly1LENZ_iA4|`KNUR57sh8c*40B5LnkMHKV7@{zk4C8 zUzuVYzL~rd1L$eV9Ff?ogFTWKEBYEe|71$SZyR6E`z?S(g7N)C3-R-(*oesd3G&eqFeXuXT@4_IFxMTJ^B5&^46O`v=Q5;if?X3 zwP}jZc~%tQ?nij7X1I%J0FVf|Ic+{PIjg8QtJ1;Wr3|ZIOpi<_hNt{+-kejvNMeIy z<1*1=JklAYTDR(K-Q{ExyUUHU8R53WO)hFpQ|iK7?5mX5Sq(OT4MaK^5+(}RH7axhvXT9n`l^o2e zrogmo40h4lv{*7<-!ZZ!;*~D*fdfMF!+_x&E*1z~mO`w;VvdpWN#0-2_G)Qodo+ly zjULa{w2E~@rc~+52@`n0s(;4Do61n`&rWoPs&u{&T=B0lmR5c7QdKXnHmRm8U z-`5Q87;TF)YE_5Ux$T~;fx6+mo#$@1KZ8~MAO1mYGgD_wC*Z?3DMO8zjw6-9_4h}; zX1C%vfDZ~F*w%44kXdKKsvUoih>T#G3Z)T`c1rHmWuG+%0Oj&*;ahA5yg-CgY+P#k z`^jFi9lQ`AaqHLB#C=l9|7k|(FLI9o3?mA)kM5t+rvREP(|KYj5b9GaD(u{_zcjG+_sp(DUGdPj{(mDPtQV_$0)@|xy8_|m{N_}qA@%r@08X99-!si zfx)Kg%O6<*G&dNujj=Po{t6jBLITSq&;xTAKYe&h`)k8rR2h@%_WrcJVp}PXC(-N5 z-~khsBNHOv?r9-(r^1dhH8a~a7yk&!Bz*#a+ZDE@a9(KJ%5#3(h_M-n*P+lW<9Wkc z`2k+IU%Rg!%^`->A*Hg>21jElOW2F{s(LariFjzM5zVQHNk1kvoY3`yh!=AkI9u$D?BlxQtqXMA0iLo7rg6tGXY9$ z=?)-7wYi!p*(NKSEz<9d*ZR68kZ1qs7@4x)ZE@VK_<0La?0FVddKz>FoPJ|{(0fu( zd;y4B_(^zKA6dK&^6!O%nus`?f%x#UUi*vHq4%;Hsmp3eO+L+Q1)(e;o!B*ja0xxg zY6i!c+KUwA=k9!^?Z)$6zOe{(2l_kf#zI9Iv6^=J8heM@;lx{HoWLI%``3e-VU)hu z@{Md)W@+jqHM~vjgAe;RUn5rsr$uE>6koBKD0WX89TP1k;ddhJRC_ai?_E*?9FU_A zWu~RY;aXWk+FTIx8S|hJRlte}s@-HY%_!5)+}u}KO3#VI4+4tbK6;?@(OCZa+gD_1 z{^CBhO(Drnz^!S2&1ssg3=cXQ5qt_{565q7AeO{0W9oG8n|@hS+;3rcOK(&fOcxX* zy$+70!@yMhesYvn3vEK=VyF|3#}JJ z0}5;0UH?>j?;s6KK!QnGK9>5ikCgh_Q7Kdue}}+J=2ad(*mR(NqLEx8VX9Vpa3#mn z;@XV-z7SnB8fEIa-ajoooSfPJ)nsCdu6(X}-C>*)#h_l#bVHHYH!S^EjI3AE#^a&{ zgvSfcjcq+Tf`f_3kh(0vjKLOZ@zZVm@~u6z16V-WaPI@fi>2O8`+B&(h`tiLz8kkv znd51iIJv$Uj6G;8sDY52($9WHjTHn^Ww`CL=y1KErodAK=~}cC_poarUwlRmX8)+B|W~8 zuj`QR3&7Kuo!tMt(w|z_Fq$rJaQk`KpW$i;aF8fFginU=|9pZjC*MB%L+Pi!){#9ER@zA?`6))jw9HS%HylwKfyK{9qjxXxspO(OR=C5I`9GkhVD zs@wg2xxpV!lHaRtx%e#d1~+zZH-=tKQ?Ha)Rnp%|bRN7go?)K%o)o8knOn-8B2&#P za2$Adi&goqD+Wi%|3~oP=C84O57w24J!LU<5C1=YMq@uxvQ)*!00Ml!t4=}&jBTY6 zEyaG={sX;}(BWGLoud4Izg^(CbbTVgfbxOV~Ruu19DIwu0rNYn%4QIWb?QzE3}#0$m{k;35^PtIbukrh13wg7(R{-nrjqV5Ld-y6Q*UTJ|nq=Jx6SNSQPL6x?EnI5>9qOk0a)`HK`M5l(wyHU%70yu8P+O->#lZ{)1QRcG%7}o*vllA7vu;i146#gq~Hz*kD~aAPDMl zrmTTd<1YdGmT!UZteeEacCkl_kuCzZWwwhU-yFUyPhv$gap?4)^W!m$x;9yRVl|#+0D``+4j3)vXFp0Qu=(GXPUH0Iw8iuZy4+QG;y%C7I@a*$;L9neL|t zbNEu|LdZ5tH7%N}2c51*H94(~>4!yrY-WZhCS+>ulQ$k^wvg`0d~FAojF<99jL~=|C}~Uzq;aht)L3^iIoI zirE9ujp0BN7@R~XCvCFnIbP9qL1YCpfw!$MM+{7<<{D)G%~@iiiJ%=fHy2Kew6>$7 zmk^}Xq#}&PFL~)bkxE9|Fg&zBY>fFXcqOB~W1Oz?6|zN~Z$8=v7;&>d_X(HcP#&WR zPd{VASJv?};q^|UW@=E(zjs@jMV|JK7*mw{@w8tGD$7z*zE8e0kc6Ie%c}Z%_*{mo z6D&s)o#tU~n2&vPj!KryS|;2uMlrlMv|RQfA^3is8Yu_oW8Q31hxU)DpEiK%>D3!M zY}wYjHwLXzyy@Z3qoTr7`>Tzq!3#PtzCR3K?8>FZkgok#GxGq?GHJ_mrfWWI%usT` zaso!DPhhxG8@k+LlLHTCjp-_Bq3T@|hB-G5jGDs5z@HyGkJs$29!LIrN!tr9$)qD3 zlej0m7}w(i`b_SUzN|JS$4j6%BqU`K_%Ge{aoj~r{3t%!s>U=G`%fsF?4!fSPl~#m zwM>k7=s5EYUoO|9bJVTtE~xFLJ7tU6L7xsYP1c=QuJCdN9|*qxDPF-l^x00R{>X3@ z@wyOL!^o82#2VGK7Brn%`Q#%CTli(MQSq(e=Qde7#1 zojk$QO}Rk<>z;{qiTj-m@5rVc>HCtLhuAxjw4%%0%x1G2XY5$^v`=$_7Z%vyR1_}#rFq9w5(P!oPEDRtsY23q>z_PDE zXTYDe7&q1A9~0ga+~bY{Kx(gbFm8xEun*gd5TA*`XA>0uP64~@Ypj`iWL}K9_QtWV zeb;ihjrL?4In)osrmqTDBN*uNi73o0*R7r6_Jz88`Kso;UW3VMNOB3McEl17w2N`D zl=+M7VAWotUYAepdnC;+)W9hTaoD*T@&l`qpU|iIF~buOHz27C(QxAidp0QV92MSurUO2{l2n(X9q6{o#DCsR;Elt zYoUu(xt0CnTCF$cIzKruuy3~BK327w`7%SU22ueu99N5a^V|iR>gb)5 zL+Dd?-Y*Rt7VYRebhv0ksq|T)E;J!@d)YYGw+s;FrKW>XqgdDpaZ|m3 z2b=D51+UAP0thPyU^wsc1(?K)E)D)B*~*lzsQNr2ZK7R$5d3J;>K2h3@RBa#x*Hcy zGX*E^|0KNbcSo_(^xBk!*Zcg=9bK;~XfFpT+7pD5a63!?8_QNP)D)*Y;Pe&$kNUsX z*h?7V+n|Hgh0cCf_f(xgdD_w*UNKm~kKyPs2bNit{sI8Y9?qVx(W^>(>!RDG9+to) z0;u+_dv`ueo2Q$!Ua0EPL!94@+r8p}eb()*t)SRg9Kp!#e6%k(b(#AKgryi&P5v^~>k=?B7fv~LuB{c!_ zx#z7-9}KIA#8CxmN-fHf;nCH&Z8@s=?P|U%>566OrvqCW*qf5?-FO4|E3n2L0H`2f z+p!YE4344Ye9y?^XiN{w51xjL@#fR$!zU~TyJ`ReLQ1hCdn3p3wnvj=k5+O02RMMVBlSe=OV z6~`US=MF4vm;J@;*Rx6T%<6_3KpUTaNywu{ZMt1rRpl~nmNYaZ%@%e4bhg&PZq}JK zKCbfg{0#5p>B+>zG}Ia3;J|6OSosmqLXnI6ewdf0{GH4OY``AQ2aSm+lB+GN`kn2? zv%jU}ybA!hv#Z#NlAmVD@7DT*O@hj(v~s=W_g1fO`V_-qH^ViU)qMX+Fm;7rqyV;1 zjx}LwO-&`nBIVDM4n?1@(2oU#J$RIqYJd_8PQS)<;G(si#KFMwNI4faqCWVv4VYd%rgM>OyOsD<=Am|R_N)BuwulqknyB{rT)|iUff~zO; zWx~@0?1&pvtzUpKkYn6k_oZr>iJ*3{Hb%9Oe&|D^;I7VU=bVyI6#?3{u?UabNDY`zFeQI zq(0mn;gge(1M;Qe(a}%Sc~bK=Ty5}bJ!E+TpOvaGv6PvoU zv}Oz1fT8E;rrhugO&48R6fvPrL8M*RFXaKz9g+ z$+tu{ZJHtSh#0Y4vNekUB{&!uf`Dlt5z=z9SD^LNpIyp}fWQE&|EplV&yB5%i_1UP zz5$z+xb96JueLRn{-g#;^4W}H$Tm7)m671Ro72-^$iriR^rD~K4IN0FyPOv|M-09m zJOOi_kv1m2?P*MU`oR~m6vMzquj*@8oKsa`mDTJg`*-6GA7I~5FK_PPL#rDL;276u z>$%JIHpIHPAt*beg!eDsN=+VfA^K{HTK+^uR?vRO#uk652Lq1f$^0)>_DC@P7$fu7|2CNkADZQ#feY2@0;75-oUVK?UCV&vlpes4i#)_6L9N=8xw)q&+8pWkYK)0%l5- zs0?KryfhqvPY*!J8-9=kfk4x?jhLkTKeDpOM^m|`F1Cke4&2`BB5uNSXMQ}?@!ogH z6x`T<(^X}pu)5KT*oH{_7Yx+U_^GJ&Js2sWFRR8t4LV$5W>jYdO?MDAK{oAU^!$Mv zCYfN=LWMr?u>lkfh8*JJ;!kG*uWaSCs5sq|*}nrMqR7#Dq+EU`0KM$_$7dXj1>SK% zKJ8nT{2))H(Fe#%DNC}}!1yg6p!3@(a`pMYJ1$ZPzW_vcDFczjd_bby+S)q5xnbbt ztz(X)hLq@5bWh=kdLR<~-rm9nxG5oiu4jrzpn1N16fsw}yqO<;lQ8!?fWI~0!HiQSUhnw}ru(<* z`*Yj-N7TU2^a$TlPN0G1t(WgU48=cXGm|tl-$;j%({dg(X??Hod9=GZt%~l>1?N!4 zYb4n^$K5wqhChG)EMVHe{Fs*Q+sgd#3Ocv^-%_YZq%(T1?KZw?v}}9Ue#dFSY4`5V zoVn&6Ne^}onch#M6`b#c`5G&6rR(lp!|%@KY_q8;yd29-Q8Aca8=a-Du3p>JG@KM9 z`N4+oMuE^pUmAFo7${}c82_Z*o#U|Tp}bL0mZB_RcVx%TuVLG4+MoaHak3A)`sRvi z*2}@7oAarxs&R(xmSN;guj7rbPY9QouU6g2usn$`$f&ho=MDE?Uw5CIpP%eHEhq?K z|A;d~$c@4>lZX1-`RA(;hc?Jc*S9@+k|)W@v+HlegB0b%a3Oty%tX}p3A`SZjWh}H z#k%Ik4=X!D>KnT%fE%;NJCNf>TW1D?!7|} zn*J5L_WJ(VZ(oU7A@O>$Vw9JYTAGX9oIF=Yxk|9r;$8mkf4uvE_H$Whi#uIAS4?ZU zPsM1|nJwE^+Fmi89vYu^xKv7cv*v5uczahK?K3uCOgs2hCsJ54kU8%)tDJ5#WB*zB z$rr0Lf-XxYpK9(f#SLS?3eV!PJIQWQdrz!$fn18E-M<<(pziKY$z+8(@9;ctQ!>-1*F8NwI^PehbPNULe-ORll7z{f1mg8h%Q2zJmtmvG8UD zoEhrZFpI>Q;Tj26Zqf4ZfF0!I0WNH^R+VB|`K&d39K;>v*wEgk3iqzfY?@mszwk6} z;Q+sr-Jmz^&=c=F*DEjlJ+;<9{yo2Ey+a*Os zN{tjHQp1UkY`uK@ptJr z_kOv}0kw7Xwo}G5{%@&9_x)3URis76@>tl!wQICN>VsbxDckH=y=s!@$#e$qnKL_P zE^N@AGN%?f=)^rs$7a1wS1jlCeV+2+j0xWd&f~@UO(h;{&TEr-odtLK_V3?+R!nR! z@DTvIfo7HS7=|hA>$#@*Lc4|gbKQw0OM?^%gS_R(?N@1sHkcl=pYcw9vKG~2J+-^@ z9#w<5P#7VEz8>JBOo(PTtoIEG%?WV;oHT;CZ6MktG88)L8aWt>;rx^j(gj+`XmYdiQD^-?R88n@7R)V03wdw_wzF zJDRDTY7PuOZ?552!xbNumP%c@l31C`{Z416sK2-P)nh)FGWXIB#S)aLV~^@i?E{zm z(#;F@`n<5^bjijmm9a{!@7=+ZoO5xU>~(du*68^SIliUk`Fu zUbk==_xiF^$i@U-O=A#=OQburyXH#NlhhEUjF%O0!!T=|HvB{KjPuZj%5XPJA!EA9 zEyZ!3yn|84C@Q|ocDE#)pC2am7mEII_gL-sH_eu;uC!N@V-q_kOdCYShu^o3nniu! z9#sqNGgyyU{9ikCBa}KYBtGOJlD|BQ1ymmeEOz>6TM_t)a26) zKJ5MWtX)pw*f0lu+`h)t>Ll~4DTg++7Y75|Yz#j{TDz2Z%&v`m%%VrBcB!d0(U}+$ z#mQPvVm~*e@b_C>{j)>o1Y#PW9uy62O};!hHug30)Xl6;D-nq+4jZl+Dyj3Qv}xj$ zlC-~5E3S~+Zm{R=iIJcA8!a+>ckY%>rIGt)!|l*A^tZq0Vtl(u9VNQp~GV3yNie*U1Tp2B$mBHNX@Tk0AblWW6&|9&uS zWYK=7Q{G$bmauG8$#?aViD^ulK_jD=hzMoM?byrbYAWcdZZmfJ!{ht#hWCC|4-#)n z+P@Z4TKYQ6+YHt>$m9a{+=rih`kjX_pXk-d)$Sh$ev%S{xF&wGZ7g=#%+Ac5&(IEw zjRhfQ)-wL@ez!uVcKRunz{QO_!UqrpFr+IaCT2}0^P;ivWu=(I0~$wSERHE^2pH>z za(MpQqKBgw{vet3pWFIV?{ZWKZeuE@y6ZiD+J64hy)Tpf^$`a4SU%AF47Jy;CH7sU z^NDeNx6O}3!P&*dZgt`I;$&A%$Wi%;Gr@otA3l5lim7RAZ1j8@7Dj)gpw{vluD~c; z$3Ja>w(ob}yr`4nMPE;s<@}ZYnI=P?q^eq?DedqWnWAe%(ZE?7c^gTax%?uN$+vmV zo}2UTEelkh({tzkT^wVYEyUa@yICDFx<}F%wl+6N^Vv+gKid&y!PBSIy&g+9;GsAF z^^pe?vqU6H3?&x1TH=d^dp$1(cyGzZyU0B$Orn45RdNGe;)5|kHOkYEFL(?Vu#!c~ z3z==yk6-gN6+I?#xz~|Q8imKUAT5%7eRK0vi5yt!FLvfTaOq}5z@g0OQ0K3&NLe(W z63TG%INQ^w$(pveW8;QW3XoBRtE?)Z*M4?eKGejB7V4K{-mLdR$Syc<6TcTXLI&$N zx7J$*_MrC`9a)ESE!#a4*UnmVa*_ACZohX>RQZL`c$!ArA@7Pq!(OXJOmRA2E|-@2 zz%FYv!`)kfNH61JwcU?>ZDxDq()FF;tH=9S3U1kIkpH%7PHeyUUi3wp+nd$`6HDF| zE#9d_{JhT|(xFqrQ&f@SRZrbwY+OcH)R#x3?X(MxY)O(SBNFt#<$rWoNNwKkR9qX& zM^WK@Y+LP3i%oIn#XYJU*9#VeHL8=vdTAte8Wr8<+d^I+720j7hzhGpR~u+aDd-N@ z>i3Bu1!o)X$fIWJ)8WeEgCdmPLr@C?sGn__&xeQ$f<S32$JKLRU%s{JAD;3rESc$kcJYa?j*IEBp07?vf1LT~Oo`{EabZVr&6n6H z_WZaC9V5!Ebg}1qr;LasC}4LQZmY)o(I0u*c806}ki@2SmLYMW)_dxmJ8so%D>V65 z=%w8ydiR4K&1sY(H?CRjd%LQ2>xWF~5>dQAK-KPk^xHPz>CL*xGN z?%N75qZNHvXGHdRke4L#Ot;3EH-nu*g=)`vRyzd+0XI%n&r`XIk2PA0sW-oEicBo6 z{A^koTwrq+b?#ZXOO(~hJA&oA-$exnM+cTHx<~uwCc>Q~^tR&i{HEuaQ%UE)-QMHW zDc58K(HT>vp@Wyrd*r@&1**B~rt@i9&$(Ze3m!gUqoe!N0%4EdTQ5Oe$Z7di~nJUU^U=WBdHo56AD?aey6ky6_41vvoCyWpaOb7RvD#7-YorRHsbdD=u=gxjc$^B?#yr6gXFU&@JAE`> z@3UW}F7UNUe^nFAGJVy)1uF02PnrR%U)Q$9Zl7_SIi3zf`R%^NcJ9e*tB*TJkiBGyw_fYdXe-R}vF-2PQO2)= zM#}#=PP4s&lF_y(M19A((#jDF}yH* zs8%+U|Ac&;jiZuU-RbE za)vztf5V}G&_tm^nymf=DT1XjtgHJtzRS2*Z-%PzaOQ%Zu5T`9!wuGgwb2w61;LbA z*T(j$)busXhPLM{QNyQGu&%Tw>oH|l*LZ|->j%Tx^{lcF`oP!`Mh0a5C8;ahT`>xV~m^WAfc}$NMa7>X@UnfIZYZI z5%IXw%CzmRmitnV69*^f>APc^07_J407hrMHr-!2{23Y|_zcOl2|-NnAd%W!J}PM1 z&_B_c^FLa%#^u=wezqGJBZHgf_WqX8^DoMN zpZrT-W1M67DSCQM+%ZlbR)4Z47unp&0K*K_rakL(Q2hgApb-xJs8 z6-kHYi(DLB|BXHBwE7$8)LU+vLu#1Q8O*UO?n=$?ssK^1O>yEzN19*FrP;LVmst0R z{rY(O;=Oyq2Slu2TeQ6;PztE{5P~irYfGOWOV3Pf4kGYCciyLxvzh+vSa%93CzrQu2<83+m)K)%7-HQF!!hKbx+vY z7}tnBfpYzSxaFuNs2eL|=$l1Jrf#anz^Ys``!`H1=fekX@Jb{sfjh$$Z)K)22wjL$ z;?#GamEB3p+5p(hEafSV4k6iBstjZGm#|dQL%6@i%@y@q+ixqRrKDX6l`r>+?-9 zJA>tKao^BoQHmt7W)&7zNJ`zS`Uu6c{i*pQgkOj7%5Ma(ioEkWDbD=L`jtXtIpHz?(PE2)SvV74=c3pj+=U@%D~!nWueb&>(JG!SC1Sy^4W28 zZ+Uq+$@1D-SVV+rAHSerSc2#36AW3+#=Dn4;#QlFk#;-8ZvxVAJs40gY!rzg&zkMB=0-rZT~#6SPH@g}w^_C&$GN&mb&5q*7q$LZcf7+za$XgF9MxDL$! z(Xt&QN`5gcb?u9n4!W^>harToch~ct;W;F#r`b9<96fV}@jfsyG`fj3i(Fk^&D8sC z7Jt@P=5;cD{^k`XVdBSFzW&iWf9=!u5V5+kBAQfH>b0an?y~=f-k^K)F}7|9QSlOP ztvO~YYoC_-yh@uTNl8gH)71YwzDZ8aY}@5yuVL za<)z1uXUJXx^0sg%57d@DWM0bRi{&1yXG06NWxs_9;`G!^|aTBAP3LgdwRz5XK-}1 zVmPlBvw$IqFU_Ifx$XK%_a=XdNPK#^J?C?*_$~+2i-l9ShkhPZShD9=E6>|T%;4yK zymaa7l_Ouyyw<7b2E@!`EhH3*>#ew)1D`~!yCcCxGkHAN^v>jxw&vvUUH416ETb>OL->sh9shR$IFkEqi#J0Uq@Z&etQ&vkn&*S2h zjg5~WJ1zdz3aEP6VqP@5iDK>%CyQdJ3=!Pl>t(-D%U{x^ z5M}4ltx1T%y>8PIsQo%hy`+xHKPxiYf*{$7hX=ZnNjp@uH^CZ|7e;CgDe2o*(pkje255k9^Esjc<-i0P$!!-e6* zM#Q^4@TqUYq1f}fk`ndxJnQ1gGdVdqqsS`wY7<1@^|^X}5s$u5j#G{!s@Q^-rQh79 zi_Ny2Oiej4WBQA6Hj-jBCS^~rZb*F!OO`>kf0G`drXJ$$p~*)d_^2m{ZRM+n#$PfpLN zREAw{-BYmV(4jkCi5q#)-kQ@ixDW^V$9`ti<8_?HU}@|QnPl~lkPtQVEeKFXxwIZ5Njima{EfXUKv$ew!i-qB(+)A(h^csBrdtN z?f|UNh*{hdl`~Q+L-cFzCrOf8E_r&EZ1e%EVHw#ijHq?@^tgajgx;nUdo~0UJ``V^ zY&>97^guVG8lUv;-SLvuF+L3F&Uarqo!~yV3$ODj%Nc(xkHOK=y1YJ5VnT?=+G4VN z5Nqr?r)R{Y0#|@iS{Bc+wyutcLGMFO4prNE%FP}u8eFt;`}-SgPgYE2QC|64%^G(U zQn3`5JfDoGUry~!Fc}`6DSu3xI&}5Pukzd~X|<}CTmG9eZ{+Il+VTlKGjHJ9EoFpu zRrlOUzGbsfI@J4N*Ht*nc<#rSE^(aUVthBF{_n+zR(88`(*`z1Qu}z6(CxjVqM}1X zLmh$>e=*pcp59yf6+71C;fs%7s;8-@Y0AjS*)Puw9PnfXzk`Vke}D>xz`6ZJ{wLnn z;2=g6mR`ZE^^qTG^zYxdb0$<*RSir{(bPUTdh+Bm#ADng939lxu3ZCtoz(U+Tn^KFG?->ONCW4$um& zqxRdk6#NDO>O58#q)9o>oC(L`^j!JF#Hkcn_AA$Nc5(49qCPPi9bcSfSia5eiU7$Y zX|<6Y9fV|ZnuCUA_es|`*QN<{NW^XA?wdj^`+)@zVP!Mh>DkztMp}~6v@=+mq_)Jd ze+Y~wBQJk5r*me0eh}M;Nbq02d{NCdmPKiTB$b3c0d{D%ipfCrl{DF!nP&g0$qS53 z2jmBD)O2Gl)1WhR8n&ka{%r(s(CSHz=E%w(`B{Jo(nmrA@z>uZJOl@+^xV_E=eyC^6Ok#U8P!tgG)H-EgX5y5Y8MN!dTf-w}X z5kR631|mm~dL#bW&h%e!bIH{`5z5i&Eq5V{oBQg8Mwv9tU)%NVn$GYMwWUnyCZ#XU zgCS<`^1*FvKjRdlPX#i*xjJLr%-v?G#+UU|+2BBn^OqZOg^r`G z>nptg&4R$JsqT&d_+<*zO3v#l2_f=uhO9$ zP<|neye0%?49Ksoz4SBVy8QUh3*sat)I#zN!;JDbLR)UK{*oYo!fz$ zQS8jl*09ZEEe}pk-bii0`wpm*wy@xR@ZiDObLVpIj%y=qS3s5LQA^yhFQBTolWotQ z^5`>`6uWknn+q8W$4p)rU)`WNc=o)eCPOF(BMY}-u5Nax)uU%298d7p0g~l_&LB~n zn3{&h#RYOG_&j=K2gVn=q_NGfXhAcY&CN|}R`JNI1|H$~4JA(cJ6)fuus(pzP9q&f zi`ZZ!-G&-(xcfqj{Lt_)`mXTxuW)PB%mVk{YNhYpw@(iDn}&J^S-!l!o(iRntE(7R z6ks93Y$uG5uU@@+XHd$@&(DvNfdB($)y}$pBy+(W$I4$AJoMRdx75V8Fygsmz!CI@ zWj9vODRl@|-H;hLJldYgHdqrhoRQa?h_Zy(yU=YzkQO4Fn^hAN6IFS`@p4Yv4_(5m zAmHa{>mvjetSpzoKoLlMcwn$JU;=-sl^3Pty$NO@Ib#493e4U;L3oOCnj|mF$m}2yi~F{@h5a^6RA60QU7p{U=H@Dlv->9|lvIPew}z*t zuAoA|TKjJXLWXYm-eZbc80CRnxuXm<)Fox*Klt4XneYT%6E(tzs;Z$Ga3yB)l@ zq;qoa+^w$+M2KJPG-F%Mm0Z~&7qrveN!_Ev*J^BwJSH(Oi{Fziv)%oWjr{bv_>0cA z$Uj&>i=Gb>QG-(EzA)%pu-lL<+Z}L;(Q3;{sx0okT``s&un5Md7mc639IBaG_t*4R zN!Pd(_txf9%BgGZFUIfv`PgX{E9&sLNpkI}T9RC+cURo|mFemC{RL!QnSC`DxpT;8 ztp#^2i;CW#s0@yceX5C5TZn%6Zm3Q&Wvhac*ONjAw#<`y2L0Zc@qokZ7oy zo1VK}?}XW}%%3gT;}XT5^v^zDUJCqYD)RYykNfmuihJP(i;($DLYVL7Im4dY_iHL? zSVan}8^1ah+UsU$|9p4tBJ6w9yw2TY(OV_e|JE2dnveT84Z`VOdvT`iMX=?!nx8XX zj;WJ%^C5A}A1&zMNmv>yzS>}J#} zE}(eZyiN3})eL>t;HUZd2MJN%jh^WY>e2adRe#s&5C2$O?*CBTtk`NL!`QSG}@b_XJeDb0?v(G_n=H~dY^&`L1MCZ_eR|#!|V+i zNXZD(C&6`9c+j5-CjVmYlYO&1@!N%VlhaA(mP}h(ZWXQ8q+?2v%#5?*>y(t!SoTEb z`Ss~e{e9Byk!S4^J$3|Xr&qylGc;sU9mHnPkj&__cGQBMw)Qv1k!9|>voz)C`E9#= zGS~E-k-FOIqg8uzRrX-*;fGa#x{k^{HC$hwJ%0Vu(`z}VA*hrBS!eiaQ4**Ukf}(=#$w5j8TAn#gHWz(AOonay{aCCs8+7QFLI2&dFsK~cE^#$*{= zGU2U)MMaVduE+4N(pme1+%D017NyU8dt(Ha1UPeJeYBH{zYj?7Ip?tRZ&PWhL#k$T z?sy>S>#~3Jj>vTIiKd{4#k${_s~eb}&WFUTnW|bI&$9lANuOk>A@>Ep0VfBC4|J`; ziHQb)ySi`R_Q8Gs+K$9Ojn+P!^MW&-4A-iM01H%S zc43-><0poq9=p1p@C^Uat+_{h#~Me;IM+O*k}zNDgCcZ`Lw#%kO5R*5-69H{UwJk` zZ{C=_dUD%X`sEDw-u$eoN?*2$*F17_Nq<{EE?J*U&r|zaeB9yOw<@(kOrJk2&MX^8 zRgWqtB;*0yI|NZ!UQQZ!#ka*AC)5mp*3s6Ekl3CHcJ|b%Q=nC(rKJ(~KYkSI?(PQG zf}N1j$!Y1$Nv-O^D?=4~tt~d)BbSej{CZlE*D3UV>|qx3K#X>uU;p8k+Ub+^b^2@{ zk)jb3NigaP#ls!144l8SxOJ7A;Za0V@#YrUfZAbJv#Iid%9)=r!8U~to$`~OS_!Ze zw}$X!yy;-#1TF5|`h=y{>v_b^?W-5<6;D2pD7j_stF1YkQTOpvAom|F?0GKugiNqE zrLuI5MhrW0yX0&OuW8yi`R(fB3XKfscnH~B<2+?jiZ}c{q zYb~iVNxx4<&qM-MbBc+PX@Pqmn{2Cd$XM}Bf z8|Is&yqel|p@*-mtSn4)elKY>&FQhf>##NLAfy9;IZeQ<# zwG%1nAvQWX`nj-hzJiLse|XsGyT^+Y*X59}Cbn-U1|}uR16Nx+RnZC(hre>kwopx|vG$reOf9mZ~P^ z497%mtS#l(|50S1Bm*lp(N~&4WC{>*s0o5v%uN7|-|6M=4Xg8MG#%_O_XZ6c15iwe z`XgfC2e6fUvh*gw1j$)hO(@rY!jv3qiFG-XiBtyTd3+|5Ve71eHAub%# zSn>{^;?`O0CIY0J_2MQ_f?kPx6gYq|n7u)pE#nj@QXJAm&}0NXjcs*apKAjbzIeJJ zMx;rf@3NwzaZ93XYMTYnR5ku$YwZO)!~Q+zr`ScS6ql?iPrj~tIWos<9l!GNL>nRh z`4^g3c$~dQy*QD-$R(!R8y`zu=w#4UVv`_lq#4@Zf5D||s)vrvYkq#rQS9y2%qs|@ z6f`s`@KIXzmBjIvEN@G1`-tk*p#e19vLw| zsb5q(oZ$7W)2iA~fFZgm5l2^Tp*C8)w)W?1_~7#F;MPhZqyIDWih{s{8j>3ZO*g0Y zk1aSqQ4Bx!cI9XJ%To+aEk0`tzbtKsYID6xXSTst)CBeQPv>;_(r@G5RzJ5eFx*6)m)0#>QpC zv*I9XL|8#CqavcAp%Gu3$Z3cbrH5e?NnZ{YK2$D*Z3ac7piQs1#gEhnF);_=V5+F9 zdL-$w+CMd=&n?1SYZ+l?YPzkXkG^(04fRfM3f3Tj*~ae2z5&m6^_gT(Jmo)nAc%1# zBc46)t2s{N@v{C~sjF03swqs#eFo1%)+sI+I`s;r^H!pb%Cmb zXof37iUXMu78lnDR@J=uC24)ci6oP{P>6Pj;<9*bII4|9K!8q4N{aA=dalpPvj|(& zV&$2mARs{{{#ujgl=!9^=eF8I;`F_KW))QeHwH>);ms;u>fLS#q8v5rHq~_P6A1B7 zl9G->UEqN-ARo#>s5~HS)Y998Y2yYl$K!OMgabAK1g=6>#?t)UN7nuXZ;PB+&-HI*Ax zmhE@pHu5+nHD`B*yQixX@!6FK0~AzLe68b(p2B zW?f_PyOgrb>=zJl6V;gGYo*IKJs{W3K=W(*yYw&7s*{0C+Yw#tqT%Hp5jb9Hgj(n~o*8?7zW_k)6(=naw?tQ)JU z$e5U3{66`ZUHlZzu>3ta*$Dl%L^_J3ZecBOM|AUr%?ViPpti(VfT{zVUg=`XN{|hp8oul9BSsv5yy?z7AIvF1Kz4~ zpLJgrz}7tZ^OGuS3J@*`l^{wO$9GqN5%~RO7q8Y^O{-h@QotpE2^FlzfQ`p4%QHq_ zBTlR}Kd$OUF(M0k9~u@UkqiI;mNw^6DeTd$F-@DeaABjFJh&Ho&5_=MhP)#y_<_5Wjzm-5Rn{D-83f(hd!!!?7?*S(d;>JJsplpA9JPTS;iE~hS?)w!){dcx0YvAJ% zt}<|$*RqYt@Zbnox-_MX#|sJ&tc@=e%cM371tq1Sb_1^}aQe{weq9YOG=Knw(vceA zhN#fW4GHQITQl+d=m-uAMPUaX?6ldpgIG9(B^YcGqP*wEzpL0IqrY;;J)|AWD+ zffz6fRvfCtA8dExL*e1Obcq7Ow;XaSjFO8}J%m!2c0KPT355QeKmpT631sMV2!bGWzu%zm&> z3{*SVg)9h$%i$0^*R-9*PJ-8}0%Hl})|o)XYF zej`1-0z8K@{aRZEfNBDJTdt zW$zO}-(Goh6L=c0`j>{aWv(tN5$1FEjssGH($scT;Td+ewB|2@@A%LsV z$+tfSSefX)GDjSD3l0_1WflHsD$aRDzWxjDacSM65pv)Az-*75NSbO6D%g+6DZ;}u?0++ zK7&VwN>LEkf@Pm$+V~qp54OiC`=MI5O?_4;VnKW^C;)z{#5EzQZbx-7;wa|2FmeHa z9EJp<7+5@ZUhwp3=gHi5^jKDOcCM6Uf;7K?h>zY@Y?|Q6$V z;H+pZ@o)o8p#z^TDlu@kgu?|{r5<|PMZD@3b0KV&u*gVe$>sj-90~<*S`+|>i4%5% zy~p9uA+43-NBkiaI|5iiC?&2QDrNv+H6YP%EUgLb!MtAA0N_QUR=5&-)=uRN3EF-E zDI2gW0B+@yTC!Z`O(6_OLrn16+7KaRCO}Gfp}fI=JB&0RCalv~%eT8eognTED)Ncz zpP-mM+R}Tx4XBDkOe`8Z5dtin-EgJjx$#_me-JO+6rlo8lIUt9)K~yGOz&5riJwWOO;<1My^8*u>5zT6NxUkB=QW6Kr*$%0=WOLQBsJOVZ$R%gP%>~Rl zH@<YM3qtI1?1!5Pc5lBE!rSZDuRFXS!Qg_#GBGhh zuDvs+(RAyPqKZn5p+JZ4EmX{FzlF&zno~vRYx0JB#6S$f+giF2F>Y2UV)^qao9FTa zz$-zQITNfKaFdJ2ljGy#37`< zAA!v-z0IFE7kUeQ*JPo!d6#Ma%QN<3(PM)5gpl0?5U-jop^+1~$Dbe}>gF6KUMHYF>$B!SS zMZ(=eA|q=N=T`c*HsxW`Apvbt4K)mc40OO}RmK-WIZ%3$5Nhy+3m1?S*P4_NU_Ca9 z2oVZJS}%^V1+@k6k>%BkR#WIm$l4Hc$cCn08gkz$_e7vuWOvU5OVv~8WQGCQL{~br zRYFJu!a$dNKh`pCm}ylX&QIinED^@!J%{K@(3E%;* zudkzPI2lAKvKA^LbRc$oyiE_bnrO5|Qm{ug2Fr~AOQ0rBivzQYpi+a}Mp#QETo=kr zb7nD~VGf;4S(fc5C09q1+)maYwJ?i0a&N8mZ4nU?5`Qva32|S9wFbw*@1!|+3DtAd zshc|ql@Lsl<4E%Zs9XL2Yo!6KN(REgHNhwXlLn4?;o{*TbX{U-``?BrZ|(Fy-~vIh zlOgyL@eoxw5J5TKI?fw`>7xo}G8H^8NLWkVADwX<`}p;rBDlif_zHeOB5NTS0MWuH z^dnVmJMNy4(Ez?aJI@{=p4-{8k;G1pimJo70cPB-gcmCbs&g46r035~GCe%!8$}4s z7r3(5W%v+51b)2zJrY`DO%U4~ggzNrSqzXc-ij+om?j(gH@Nn1T;9s+_;ktI$?2kb z8n`r1U<=D9wa_s#%9@yPpvp1y>+Un91#DzH#?9onxD9mTmvmsWDR*jq(v`ojX*zL#em2)q+!YS=>Box2ryG@YBgJ z7uQz*P{kM<)XW!%4-X7H&584M_!d8`!A(cwtHwZ<*HwHouDQOx-lx(iIyzd%z@TQ- z5&3@)C^Q7x&pp^dRu}fk3(2HZ~%?`9t$A`bEy=s7>th_3lcUwF?EJ6A&w-S!j1a z6_OcKWNhqESDp>w^?U#Rj2M zaBb4(4g5+KDE-WJI;|qW8_`qjAi4DBdv}RP3|N}BSW9c`XCWbb9+tC{yi%NdR&&VIyBmF8k`v#WG+S;sZv78bf13Y+7 zpFOjO3Hz;w^u!tU^D>pc4zfD~{ej2+62vB@s>P`M{q1itF|p5g$0M@m^z!w3TkqUR z(0ia;DSnn7Bo+zqc(d)BSH-TXXJxLL?O)R^z6yZAVz5-;Yz%(ER@Ay8pm| zqX|tmQI`K!=FM2eoekeHr;UqUc@qY+wPw}r=xPKB)TuO8#vzM~i*GkHG&ICr=Dsky zCEjMi(K*Jpw#|M#`vSU)TAH$1PM)|$9RTr}^CdZZF8+6U+FfBSZ2+k>)* zsaslFqE1tKZJ)gKe~1h};_WDs zb%It_Tuw((-zz+Hquph7f#>9l0MG(IpUe9l;!INVp_Be0D;Gs^*r!86{rrFb@Bdp= m(iDfsj*!Vv9G1D^xjj$zkK;0{vN8$&QINeN^IqEU;r{_@bMD6g diff --git a/master/_images/sphx_glr_05-layer-norm_001.png b/master/_images/sphx_glr_05-layer-norm_001.png index 552a80f1a4ee8b49f737a004a6fd42e0d328fd20..0454e54a6187ae2f448fcaf79b35f3fad526317e 100644 GIT binary patch literal 32592 zcmeFZWmME}6fQb+gM=VmN=P$9NlPjzC|x29-JL^&pdg~a(29U4B}3Ox3Q8*7-Q5lM z<$vxy=d8Q#{dzy$S&PMj`PIDdj%Ppn+4EXkQ-y?(jt~NYkUUXU)PX=SLm&{0S$tgZ zACbS4i{O`pr;>rEt_$4L=cT(fMB}BWtD}pjqn#y-x3#;6or^P+AI2}t%VO*4>FV)F zK)~sL9>DM7ZX>`GK5qanLg1=u=mCL{y}bRw_$pgq2Z01PK2el^?wheS<>RYsz3^+# zCCzgO(}|YP7)~q9gGq{gR|!LmEq>&P`e$TJz!mlh^^w;sQ;l0#OpaqBxA9ni@{op2 z?@mH=R5EL>)4%&CD|PNm_a!v42J$6*vg}a2U5^#P>ry$SfQW?+yteZoT;SKd4HZP` z_Ki1~IWgds{R~1yPENiDB@DSeDp(mq8@$`z#|4Q6@1D})$bomsWpn@klmEY1u;>D! z*`5qd&WS1~c41+P^q%Fld9V$g&&qh?CMQkkV778{A&B8fZirq>mD7ak)2I8MLSVlZ z#T};`kjiiA{Oay8eS#R^Bqk+}+*5(e9ZYSBaPwcRz?-C@U#( z-|n$5En>TADVt>GzwKB5zis~!2C$C3J6+{me0+IDMco5Rd)(gjjL~g#BSDw(inm9% zW5veBjWq>H;^5$9@yBWr5)tJFU!7y);P};XRlfhv%+e(?HHS;h6Q-OCw=a(>bqZ`t<;zHyQ|V+-!6lS^~Ld4$(EMPS;WN- zI(z85e*Jb_OpL3Oak7%3AuVu-kJ~BZ@**K@a%N1EKFom!Zwu7e*mMFOaB$S||NZ-S z)KPR~>&16Ha$4HoWU`lXDg37Rq@>FyGl`U-q`@NDoyGJAD_4Xu)t0R3#GN17; zyMjz*TU#!#^})HijS_YNfxe^hC6Q1lB9`3Nk+XUdD__S~K{5q440;k&!dFuYQe+V>e5 z4Aa3EPLTQe`OdyRo8}OVFZuc97A=^}Lp9@YaCV-1>J`*_p}SuJAtD=(#p&V}9~ISsa{YwXd9u zOY*+HM^YngWU}3~HW_Z69bj$oNl5a(evN5wR~)(8X*eK_jEro!*shP*;ptQpXl$=t z$?952kkx$r7!&g2$B%}?e`=#!-bU5VJW%CghE_Z0U;2>F{vBhbB> zFFWrXj9%;nR5`M-O&2+glyqD|dGt%Zyy}QA*~RPst}l?GX_F@twKZPZ=3HIxJW^_& z-QC^&?e3^nA+Gji?{Kke3yz>qNiDDiLHGNYM>K(ZIG6iGo09}y8~zokAZoU@s%vBv znAO)s=90&a8p=L5H(V=93!Ik})S!{H`Dz{%s8rv5sS zA|q>i442xU19^AJ5tgVI=1@l`YAPy4Lqo&7i}4D(w)WSQzx(=pa5@c9aPm8M|eERh1JyFMdtgNhW?g@o0b)`Uq&OM#$);OZbn77w&IEU0Qv;(KBoCGZ( zQkP`}0V~-qm}aW@ipr1EMYT(_&W?l5mX`fnFi$UBv{FnI+fQzHyuyAcw#2kvr_@Xu z-jk+eU~o_N>X5SDXD8pd+SvpwUq1`gyiK32G!9n)msx`hx4qHKrhLA?bR{r|6*C9`X~$dm|iIXArz{Jka|oc89Q&gqsI^k>(Id3sZz*c7%vBlgdqcW7*s z&xQ*RcKURy`42a2s(94p1VDC$QbB&&sAmz=m|Eq#y?z}!VlL)!xwI&!Ly_Uy`d8}* zu#np8O{lm<6()!xr3DZ!nU^QdHQSFmd!xL!)Lk7$dW%l~mOp?w+2e*X6t{%4J|q-| zzFZ$nhFT*- zBm+c?%y-uQffFU|9^BdUzq!OJZLq9zsr${FN5xF`mOh=ur-2_mS%km8RSi!(UN?F8 z+mx5cdrKJ0=%LwgF?2*i0*(%W)SSV651-u_yp~gJp8;88r2fPVdR`qAfGRRx_?6Gm z|Lmua4>}lL(!4d%^NqDFT3^f0p*2go4Bpd%;j(4a`RCDP-^nA?b45{DHzEWPx zawqg$+uu33U`*gC5yWsEhv};6rDOhOMx_4z<1m~$;kA*rPFZ)%}d&99MO6kF0T^snMfLF7^bWeJG zlauY*?*B0ris!HJaC5Wn8Z58Ax6ie+Xy<9%i!$8jlbVDLh}u8*XjzQqQFj`Y^~2bB(b9uX_T9PY{vWxtRvtTz z{gvPSf{GJ)=d&p&DNR#A3~>}q-|!9$lg!O;xh;CVnAFPkElV!X9tI#A8kP07dxMp)`R$nOU9%Q;uoKB)nd9!liP;d z1sjgs-XjT#-Q70$MR`{@A+w6nbn(M9QIXuZ7N}aAwROu+nsj-t+FE$U!Guej-wF~w zmdy7Z5ldG;HOQ3}BpSF+FzFUeFwvEayiT^WD|@AK)RZ5CM)Ag7&Icx#6xpBZom?LD z9UKm59SrJf{qS7V!6m-eoFgA@Q19)OceP!&!4J^e&p#h|XhB$}JBEv~0eRzk))RSB-g@0)i)dwFfd$~E?SpUcR*hcjGqwDqH|1I8r+wQe- zH#nIlx;a6>tu_j>TVHcNwzBGJT2>Q4O5hq-2!``dif~z;ds1FjIZw@u?0t@7VQqn3 z)Gava%cRU^BhqFrx{=G*i&nn#1eA&jkL{Zn*qXkSmAwOCWT3)M_wn%+))LJMrO@_h zn)Y|K=~1cH@OUSR{@0Y8?p=J*hfiE)MeS==wBw*}U{CzH{SUP1&gk zwDQ~8$`SQ@j?j82O&8rynL)m8AtWH!_M55^hYB5@%%tBLEH>_G9R8OF_fJ{s>e*@upF7{^v7Pz# zR>M$Ah)>N`5N3xdHf@_0+K~|L(j+wStH_*8_R7lMT50h#0w*d_OtkM+=@$Ro-DG+~ z=|4+pqzqgj0s#mzWWT zG*08*bB4yea@sK$wiSx6gQijbDi>nTXcK$Aql=rR0#DPRC1Ta zs`k{MEvNtP?Oi^eaN&ePlYo)z-@0bGbr<5QmYiK#+rXd`)hE-%=rbulRp(VZ8%8ww z-2Nu-S@VmWXNud;jO^1GXaqzD-Zxy=5rkw3dObYcAtNW}C}Xrf`PgREIL_OWjI_h8 zkUD&4x9v38IaubWreXB*6D^69b?jR1=|Y0YgqBYG#MK1;i$W$koXedDbP8A z`|XF(2a9sy16pD|<$ivDhAX~9i|zwf~d!PScLc|C}e_ zxG1T!FUbBnr-^Z){srIr9BE7YpL2W0e~*|sgq6p{49XCO=zN#HC?Zh%@gv{G#IdMA z4O`#Lt^{#S>%A>?oITS7JW?ZFU3X_dD?QkwC(Z9B;*V)vDu;hPWAJGU%r51FZ{2fH zva;aF6;=uh&lVPRA0LgR)0K~FLx*cocKLjKA`VMTabVl7ug^MQ4`dIzuXk5^xt;9) z;n1WG88tJ^TdXhW&TtJ9|YnzKBg5Ty0G0{me^A+jwP%J6+jzcxH_H zb@(c9nHK8w^kBJ(^12z8G!rC7Olui7(<9b~p&R}>CMKF2^0c_Z{XxS~@>tUXDU_{B zlvb#9P`NkT#r`1Ps*ed8vRI1l<{Gofj{HESdjO#9!ID>X4vX&siN_m1Ke%>h6v=;U z{6QD;!KkC$V$*<&U$mz<#T3rLRH8vA7L_I4b1b=YdC?>xA!rd|`1?M`ukMtQPvM1U z2gfpq8xGN7byCyPECK|(vYc~Cf!YH$Hc--5_ID#e5edHt#k22dPEeo~?KVLiCK41! zzfZB@cw<)9tiF2L4FyScCmQWuY=nG*3J>d^IqH?vD5D`K@6!QKlUGFi>y6NaO_m*p zX$c9IEa_5tmwK6DJvBAI)ahOrCdz6mLjpd(T96e+sTD!Z_f00WLX1`r@+(1XqO^&y zv@u_vm5nVcA3V*UFHZzrvXC1)bI}ey+OcmVp}m3=c%oP|)U9VLZEtAdyMHLPQbpbv zS9~=MH=JyNL$T!l6!g^|X!h6bfNKDPs#5vM@9Q-M07(avhrCnFol7`1gey}ZN=kyB zUkye1VN^^3#GpzzB_ca9F_ix89Gzk&e8oXTq=9G_agZ{7NM0B#;jwH{JwYq(no|(R z)*+9fZU2@`CIo#W8nndZ+Z+)!?!0Re^9JTYeSL`{_(5Y%JcDpiK9RW;Jlx)znJYE% z6%X8hZP?*=;XM%T-p8bs@>DT?1OSEKAgZ)?BX1KxdO;j}hwAN>N6erj?8>Rns-{`Q zM`1@{$SU}#AT;CwS7*fNfF^WfL0QqaBDGT4y__KQ)2H1IX4e4?Ix4pLxBL71r;ABi zHG9A4!K1QJa%y@?A8(YRZz1J&{myFtCoE9F9d3>#fdWq7KYj*rlR4cOKuJgUR7ZzG zY$gzTc6J82t(-x9Q|7&8G;)1&wS%ymsuKY`jI)HYIjAivTmR*OvbON3{@PzFWqI_? zy_Y4jSA#GdNrrsxdISR4D(%|X{*Y*+e+vN4TVyhV?71RbirCOhIlCqs{^;~Svw|{L zhq|Et)&ON`&E8AlCo{AX?)M@3CT=)3*+HTJuH{x#eAsEah!>mo4JVU14G~0asG2G`4u>Ly zBuO3wnj@}0>S{@UOpv`!jT30P7cy1vGw}5pJBMaQ z=j|DY>jUOZZ^_b+VpkUS*Z?4_0h9u^YjX?*Fu^0&?b?<7pETyK2R&jQCsRJmUbJLq zlG7?HE<=!~eDAW!m=TUurM186TbWby`nGG@-Vioz@ZS^fAH3wgWX$S;D=VLD*qm#a z1&Qz)Ew1Uj?)+=e=r3}x(zo(2$ieav11W#gspWLwLC@2Ry!`ySs)hM^+o5lF0p)>h z@%#M)^$hXEm>B#KYryS@|3|!$$vHamx-^|}0A!itcd$I^HDc=g=<$tq*Ra0$Bd`H1 z09$J3T^Lo`|NQpiJ0$7c1%2f$bA9?MHa7MiK%}J&`vA-klw659jkmuQo9;YZ8vvov zqCJNE4ZRqtij%Q>D_O%ymLXrRJk~u}=Rlr>Os+C=yz4y$<+Y`yl_Urwv+cWXmzJiLQ{Y66Ty9*av$ZdXSm z9$+z<4-MSi%N+uiyODqts&bjp1nZu-uB+?RAi7oIFcP1QxE}MWw{)#P8a6%yZj=hM zqX2Z=8wQE@tO`+r4l}Wb*4Ea<4C3zq{{-*L>N(z;sGX1H!6znO{L#VWaq;7{exEud zPT+XDg@QDicGjYLWcs6;eXjq}Y@9&1>RP44%Tw1>sj-{or&Ji~L#INpHvh+VcHF?0 z`L$%PU{@C>rH7+uE7^T2%t4BPHN!}i^eN%#-U5~(;xOEwuR#ydl-g6&D>9Ieqvj*M zFhbe%E$?+O+w3p?enSh5N@Q2r?@b(@{*Y_q_X!UKto6|!3#`mtfBuwXVqp~nrl)q> zxYj)n$G~H``v-4VdDG2x01pdG^HVJ?pDpOiR&1V!5C1%T`0&xXyOoWNamdHa%%DI# zw&BUzWSrzBSA$`5gkK$Oo_i+9#xOK=xzV+aB>9ET{2ImU!J@{16C)nIqO#-dsg1SI z3`qj$%YTG~gyrBx>c0sn%ZfVhEqje@nJLU7@2zn|*_%sLrQ?{eLw}CE9@v=;hI*^t z6g)84;8Qg<6g8ibRk0!J*ZKPQ(xQqASXVhO4<~1b{csV|Yr?4-a72cnlBo;}59i68 zNLZW+?s$YSP98bNFsb+E18_43@L|OCqHi?PMKQ`;=N<8hUu>3HdiLz!Qny z@91Kd%y3)y#W;AP9dGU}8hDHxYg&Iez^Q&Y0)R>E-Cgtza%tYE3f7{nXrJ&qiIe&G z$M#hHD?@7Z^*IlOGdpl!-s9#4C^^LP)sgO<9n=0B#o^oaTU8S^;3vMg+1;w4jsUg6Sgfp^G4UX&p7N$2 zDA2N*YmL0EUjdW;4`rhTIX~Ia0zDjBnLu&1WZpSYFV0T~>^uN9{p_p-8FMDWcj>N2 z&@b9))OKl&*3(!d^FQb4?BFn=S2>`^l1D+l#|Sp3+HtJ)_FlJ{clC4JSKR_qV03wA zjs6g+i%nF9N3R4i=Hm{@RZbqMKcGF z>P9c>gXJu35}wdEBM=#N(rp;6U1>etgI}DjXry4gC8j1XWHKVEA*@KA-SgWNLYX;t zB@5b+4i+w~Q9N<7HiY{%SI>xEVWBTbL0Ju+vaoL7%RU`ur;{5_b2SFg$ynLT@L^0D z;?g1vsvT>?-Cy+Zi_dWtW+j)B={=q_;%8O^WV?W1DR*O=<`)#a6A~7NNtV*?^YO;H z3o)XD)YrsfpLX~|Wq_XMJ@PtRf)j`&A}A>^0aI)L&~X%^5S=EkXymTdfCQh9gX5RT zJt1CRV$da<(>cQhJt{6P7EqU^rrz81t}lpt&a-yN+uYCB9U zvqWXkG}%plI%bn5Wzt}LR`Ket&6juUl$4YQrMmTJl1CUtm`AMQq7&5$?!q6ETUWB% zW?S-KYc1Laojow|{X|P1xRNR8oRNQrVn<(3Px;A{*9CENy1*E3DwnlxvwSSQMyf@t z`9xK|R!VC&!*@{XC#uYD*U$at{N&{TP52TchML&2&!?&$@Ud}=D;I{or&K42$3=AR z0VZewF<8#R*TYNC$;Q?J8nTn~6D}{ir~zorMTpE)F$koSm?5T!3CHSbdL{e1c?x@Z zLC;DH9BA2!?GZF=*q;+>)5SI|02?GGTr|d6jpBZqRoSa zw``X>UykaF2OO;xcDMYwF^CebU3@uBhv13;)QfC?)K~9OFVO67tT&u_@#WEAu|pc7 z6g@o|yr*0bbqn;SMc_yFDERlD{MwuLpgOPcS`Urv zfeZ$e_b!ouZQ4EZ#8^-W{%W`^uic)W%6Nl?C2hp8$NuEW?u3h=YYr`|l>G|lkQ`%?_@bKl1hrH%QMe%ySG-d#WdP$YqR)LVpN?#2_`b%M#joR zG`}#{4HY@b_EnaHNS!b=98!og2>J01ZA z;g7tejF}R#9^6kQZv_|9`{sB0QiGhG?OFvx``gfjOZu~95_-_Gx^s64fB^r0F@XT}f+U_O7?-y6-N|&7Ge-UOxMy<2ex*+qDw7QqMv{ z+jwRE@XqCd$f<%o`eGY80xB$Af!8soM8NW>9Y$`0jwD~tn+jsG6Gx!!LGvpXu3V#k+J#nwf*;@Ph&f1pS$v>%P!HDXW6-70 zs~Mi}4H>^wP+jlbNSV@+lb>iqK0N&08)fVwGNEry0@@zr z&7{#bT@T!O|2SaCUJwHs0cBliXKh{P^}Rri^}llVh5Jh8yF`rNzd>(H8!gk`e#=U9 zED!2_QX%8wKb~p|`T28q*ck494CuvpN!Y$&dp0-Zk6XGV&Gm^aDrhA$f2~>`>*$Jd z=M}02i!603K_*NiUCKCXy~3vynN{fLQL{`3NJo#G0WAj#M{)#kw~o9Ds*=Xx3@OkU zd*mrtNoaJe(J+Lxd0e2WZD6~MbLb5kGFHJ0zd&hGW=+)ov*l={EruMPjmHd|(`MCf zzxi5_%#dP}6$%K(48(}3jq=rS@dhX%7-Z8)w$U?1WS7?$91IUQ{Og`~IFIn7{`@8q zNR_FxNJiJ6T0&)QuFmtTnu@v^R-CGlHw!!^A&?gYF{dOrauRTQv9u)i=C9B0FuULe zuP(AqZ#Nv|XwVzf{!@3n-b7`A#`i=MV^$!A8G>>DpeN`pU5j-Ja^a~u%={l4yT)jy zAja`#=uQ)~GHh-R)brN~N|%w>LrbX!)RVrsYx;w=s5PmXvQH9)F~0R7Ay@2SGr{!U z+lP*R@xP)-mJ#K4x|9Y72O0=89#e=wlVA@zQxXur`T3;{3C@bx4Hx_wf#tL;?ngtr z3kmsfZNn?jg_1qT}5Fgc~Yr=S2(B5~d0uM&rxwN0C@7Qn*M)%JIZnMwJK zn!lH(Rn|;YiHHD>+K$6!XYhBRJQ0cXp$AxK&TP4k_;+AwU6$1&<;W4h`BnHh@to^^ zJ0{$FnH=CSh>wW{y5EWGR@H5dCuv(ZS1t(Iy7A_<2yR`AT?@+NX~axKB_L5!%)to|)+q63w-d zeR46k9s8%g@*ZiI{G#Dd2l{m(nps_Nv%iJ7>D%k0Dko9#1!CU=4Ufx%<(92#5XcBa z*_xC!nqSP4z32oEz>yP%Spzb()L>OHQuA^9$X%+`k1+3TSQ5`npvRHSO}Tac>yvOY z7M`w28!&yQF0z zPBEIU$JNWHtBPp{=X!VX^1b)|@VuN9r&I;C8^cYV*Ybg!V#BQ?4AYnc{Fau~!swGq znJC8p_JPh_JG*>t?>1cMeAPoyM?nW0GA3fg<;yVBooR5LlbN}-0u4$>%g-wpqoA=O z5VF)W>(XeQ7Bx~lfd*Y=UjaTG&gc)Bjfh^fnt;f6;`_lLL>NgcO33lItul)uv0dKO5YIYXW z?GpM@KzjVcIu%fgBrAHUfJ(Nt{ET#d+|K-#&Kh&F z&TDtC1D@58E8>w)t5NTsS3C6yYZ8H`-6f~dzfjOt#D2rXhGD5Fr&$<3 zx5_W#<`$}si#wU&M}J7(o~hzJur3D(Emy8UljAuqUb>nFu`_vMxZNGqyQlV?|IQ9R z*=QZeU!5+%8)rbn9>GP95P=g*?M0lK8RML3VUFBuVWL@Fii&5 zdvco~q`Na6oW)$6>vVxc1t~c|bDdD-1PwR*^XJ>O32C&Qkr{d#R+hLJuUN0;cO=K#%9kAkZb;VcZ0pN<5bSP%f;S zl$P#*`}4yIGq&z`eLeW&S=pP^Ctth5=jN1|@o>{-JPwxo^WPS7JI+i81}iCYQT=HN z+`9}aqJn&H9+{TQ%gaw@lbp!t#3d09@=&xw(>n{YTLv6Q7^1o}g2iSW(^N3d4?_XA zxf->!98~waZ*6^nmqc}Ui!4e>Y5Dq}4l26`e$MJVZWT6new5FBmW?1qKUMR)X{FR0 zWhM?d5v`0quRj$tmqaj=;WR(otrY8bK_ip&JuB8$r#^+->5wO0i8{kDK35DzH197@ z1FeHxB9Q5&7>VF;KiS)`H@e9_G;iy+e4dU@V6O-(t7a`Z; zI9{x{rmFp%DX>N^&+kJFg6$@}Z@kZ*!+!oO^FtLr;6)c1+u)Wtj$twfS@Bz(-#y+Y zDafos{A4G;C7txlv(q#&Q0(2D& zgm||n3DDQ}{0GZOIRmqR)9HZa6{8Bl&@yvb@heYN)vwpD$oF6(82X_CFIZis?Cq}{ zMF%be{%|)5Sw8!cPeq+(XEs0I;G!ujRQWnG@?93`KtXyJ5FPaY4z>BISKQq`6?C5J zI$DGzxFNip?n>#M=}^0Mt~HXw<@DX`o7DJ!0Gp-(3jI>ak7cr|*qz0sdb|H3Iuf}J zSsM5UbAT(eR@=UG{(d*l`ylV&WKV~(404f<2srGo5MY}}IEq4pv<{Y+-Frkh?l?~o zqAx8m=l*=;VA&phiJMnsQj2(v#u_So)%wy;)p3{@u%E;wx;>u;ale5Y)BFtgnT}-| z)ZKk{t6C%4Tg2{l%%;AXf`N`@ej#^u)bb8my@Ge9o2A6 zOspwye4WtJ4D|Q^!o?B^%p-qohJuj`ZwPL z1zLf`1p`GjFb|HvtI9R=nwJVoL7L(i0NF+n3$H3RmJvd9BetqBD?dT1(E|=sQ}SQzXHR@{mx60q%#sIvy#f-B%N@kctw7TY;q5JY%hBITTnaM1=}hZ9 z=eDY6;DC7Qo~m|T`M|Af@WT>k2Yn-x`N(U&2-Q2EsKPY2lwzJ=Q*+DjcpF_QD1PxS z8&jWk82ZD@ce<3qvDtW(O#9WwaCgjxFic0f;SnT1FHgvIRt_*|`fJybL^L|!wRZi# zajL0M8&Ym=?)%U09SK@ALjX)X1&ygm4+xW#|^@GJ31V&W&xer4H)^~HEs)}{=CxCnSe#LB)zAb{qCKdzki)W zb_7;bL-Gv&%!(XPDlaZBKCkmdfe0I@CnVJWJ>?N?T+E=}%a^XlW4l|`yF>cK9B0Os^c0kLJ#*Je(P;?P$881+@g9l%{hBi?rfsfy&QFb#}{iW!otF;>gw1mLPC2v&svtMyG|tfM}NEmssL|OQI~0x zE4&ruC5$p37m=IT7+<3Fo^BCwEBwF%lEA}6n^F zh110GyHfi9i$kp*FaH@RKI-UtzGif;q1Zlwjh!kIEzr>4%?V;FT>7M3ctEAh!$z0A z20&#wHl0M!F`}TQeR6>{%tJ&*cB?TixhSn&rgN^}5(NU`nAq6){B&nFz$Io$2VnN2 z5s2|Br>@<(Hoy7ToT^${EB}kutY%KC|2T48X{YP=%O8lw`Mv9rJiGI8Jv8Tl*(9K} zxDM21KmAD~=*nV(X!M&T({yvEYADCuwf%n~GyNx>s}Fz!SXNIw(a=}|Lc5h%o|4(Q zXy#*!!l?o&$nkpKvN<`q`JH?CM;mRRtxwl1HZ7dkPoLwa$uMe4_Pn_?ts)HaoJ5fN?;_z>OROT_UGG86W#2m^KtpI zIc+bKv*@9}c<~+uig%}C1f2NS4eAUuxZjC+-UF0F8@if8NpV1|ze7Y2+O7z-_~P~o z`r|MSXZC}Erp<-|#FL^x&vTE}u9ib&-IDiJS zQ}R0&!;vn-#OFuh9Zcb%tQ*;yNFQUDIc>&n0kvOO4>!KQ7>=B*j)`MF1_abz#n(Vh zfX7pMcXN=yxq-atk|HaB6ew2)IvY-yJhuo(Ot5(LHeL9scRoW_Rf2CA_xHOG1vs-e zZ&j|UPI_iMqn~juS7hNioj|?A50qIzCEK4zWD>wvWLC_w>O=*(QuRAXUi1bh&vD$<|*)GR1a<55w-=udc_asA+ad#)15NCH&U zaNIl7u2|}s_F=OGoT+|TGl2szdUJ$yk?D69g9&cP`D=}Ii>0T!d9toK$-$K5i3>Co zm`|SMC(ItM?E*bUc^*NSOT!QJ&Fl<<2Y*;E4X=!_!H($@5EIOd>gaScXeB0Q@q-rb zY3#h^XeE)%^*u8`93aO%iH=UctC9v2^62N_Os8xAa{nN8${D2NT5tWO2(e7GL#!U= z9wlh)l?0p&9|A$LPGeYDPH<4o8VAb1Gn%=zOJK(waVjTD-~JO>8ND$QjZ4z)rSqQP zwMN>edFcIzPp6XY!|VYFHg1xqx(ifHaO~a1-$2XtKc1%?Kx=luoA0hZBfky`MwXMn zlYJ@i00+3Zqai?sU%a&;hi*$(HvsVWYxgDJPEXkb4xL%=xfR?N?>5lKbOsZK$ZS^6 zGp* zF%s_Y6 zq*}~*5?H%*2LK3@K!*In03U$rDv_((6B#?s$u>zdkZUM|Q4D%9=S6UVrAQhxS0A^) ze?SYrG2O_@+YOp3z>UT`wlK8$zdC<@0p7gV|g6!29v@8UPL;|0!trwSB`AGvr-OxSMe*;7e zu@hLcKu6MdtF24o(70_^f=*vZA<5=sEvi0lL01?$_bGZdb{dS;H4P|C0)<*Bdl5^SaBMT^oXv z;3?)axJDX;4u4md#g_^;k56Z!cP4Arb%f{vCnwalp9PnMuKjjw$I{X=uLBH2Y?pjK z{c?6NH|3Lg8GO@ou`?;c9K23iaE<+pPg-9btX1KQ$zkkEkTuCc(l#=p^V%3*0)sWn zKm`MKr^{4n*Dx8!&dzo03G=&gcYZxNF3&*B#}upxY4tS%B-*bo6?l`5S`8lrNEcE- zV==ALVMN$rnDiLf(xC(38Kk5S|Heq^3Q%BJgAtVqmzgYZy93j+ zM{svV2?^H`Q`bJf86s@f8gL$F@Pq+B5qMmGxXYkYO0k6v=MaeM6pZ(XYs&trtotmj3k;r!_ zQaxD`P|wQ_Zp!v=-7RxSv;av+wsP)r%g&h|+np=fS_n+F0HH$H6V6OUpl%7rBRjTA zZ1@vAJO3hZ7K{Jq!A@N-$cJMZlZG%dAoNb9S{=ojyMBjCxnAIDk98_AJ>pB`>b z=wKH0FN}__9xT6a)&yqGz*_t5c-F+0x8vQkhfdMeKbb?>_2Zt^slQa#y~2hh4uX5`KChL*E&@xVU) zfH6OH|HRdG8EE*dk`dIVG0z36t4h}#9@PXE3?kje!zY+T_gDVT7sind^*i_P1<6|f>GVQAc^?%jFf^iNS5%{)ED zu9-F^Y6r(oEAoaI*w_lK-0wVDVGQ{4ZWk&KZUb^hZ84bzh+y&Gl3jo^ICE(nx%x1N zxu7FG`YKbeECh6ndp~_~mc^8mh6rtuGMxqRW;}RT{W}8fMft6?+2YT~QD!=GLV|+F z7K@+o3c(d?UY|pT%U|a-zLlJji;V0qVf-?T$UeD|WU!Ir!jPU0c{IgZ?l+|HaVa8f zYxg9*Y#9gTu4+Lg&Zchbp_rD~9v>5w;#w9hKilLGuzDSI;vBgptFTOl?*H}cJhk*;rNVJ_na%3p&+BApqMXV z^ZN+eP;ZL;r2H=KLH^L0J(aWa!2fP8En;5>Bsy|E)2)|)@1kj*k>|S5&901>g0`K;r zDln?qAo2XGROb3?rYNwSPd?uAsgbOlMUwoTsqIyjYyULVAn`r!UZL*^jyHd?TczVd zf?VX&8P|^^7UNjY9z$!Cu5gqTzoc

V6RT0(JS9FJEe$qaz~j+$lrn-_BNm;m}&( zd#}b}sW5`3x-IW8hM!a_o)5mtn?qBwt0QCuDb?|Qrl}byK+kKI-o8T-Rs}n>T5Q{o z3U!%KPhso@ecF4_zZ;1E`rwcpEbS?AHBNI;QPI<&YtoFvu{BRUf0LXq*v?I~y{gDo zKhvgPt)!eL4$Hel-xk*98PQK)mXQx`VHCTFRfZaKD*S?RjS{cv_WTT{yq|^fRv;=W zyt|naWIzdL5DCEukLB6^5|Bi#ze^ARvx{I1R-7sTOnZ&~)9bNz`j^|09RdAA3pf~QIlRtGyJ7k@`k!)m+L1r~Nc8)<`$F=_>& zPzB7>+*)XBBoP_i8c5D&K)m)8$h~~Quz6JA;m&6ua#f0>PJHJ|wJ|nKA##RGCxqE_UNPsuO8FO|GQ)BFVXIGbQJkA!l{(H-~t(_wd2~X-X@&d}?D;Y;2r|wnrGoN~z zbZ#r*eB?yDtF0S*1tS)#m$VTK03}8$h`bvA;N#E<88&d5rZGMYO<`;+y_0qPGjsk? z%bIK(_e}chaaBjdWEPyf_h}WL`#{*g7EsxgP+8UFPU~{DxPIa>Wo;}HEkKbvG=MmM`SI}IQ-MwlF{6Ti%BSsnM^1fk~%>pdctq9R| z+^)b40Q9{Pa|8wuHCGG!?OSnZq_qS2A*h(>6{3jUt^&a%Iu;)3mztW?F_g^#P-hCd z%`0xBZ-TWL|H)&nd$%w#xo`vxf8cnrfDa9q?={5gxxo^}+f2hlXW^hpA~T6{ibedcFyzI@8xRs+b2cL!l;aM~o z0jgbQ3_Kdr2UICBnBr&QT3uBhAGYQE_jxMc`(aV=kxXfGmUWpGuj57UBq=_OJ!)dg zNtqZA+rKIhVAxz3e!H3jgy$g-&jJ|ZG9bzTndlai2t zkAwi&#QNYt-oGycSh&P2Kt}o^&X?=|VhsmVXT>AYX%y+0L7Z)cx-2C`;%XLGlDoP- z2JXyMU&37i1t>t^xnD{GCVu!py%z>#c+NF*xJ{S)YJkvE`#*J@H_ZV<1b{14V1NC|Bf(7dh?Erjg@o($mei))K0P~-+%d3+(D=U z(N9eE+mr~!A2!y;vLWD_>{s&+;JTqM2P_M1?K^x%6*)jJ3*^@E@r;uDV4M&r-BiIh zD1brokH>wToq&`i4{2|24_C%Xxg}M#fwI<=J)uiro;~a{%Tlno2P;gfZ?bxcCv}|Y z`dk(@4xTk8VRszj%Th4#TFz&NuC3cj-&$ggEG28wflNCEYCHw5ep_<{muI6U7W z8-yK-yLXj_uE%~0PQoY52e%Y>G z>Np;pBz#DqZCh!!=z%WcwQoq<0FF2ln9pAVG&UPRj$m?2=5kjd7827Op{xt~otJmZ$%M*W7NVEO znFxPyK5l#tN|^Qh$F{947Xj~4*o07Z0}_{_KE^^(GYOJzkr9(NPzQ{HZ@U1pa?jQN zP@z}9Tz}EpK;UevU@k2)LFPQ>^Jli(;ZB~?2Ax7bpM_s=YoA<6? zXHdODqnY;3{g^e|b3*;<^2ej;qyg1!(@x8EuJsaGjm9TanqnfUo01xM9SV&}Jt+eb zx~z4@m~(Fb&L-5bESx@xy<>JuPD^Zw>yT^V@Gy6z5#O`(_>8|RXYFq%vzdysHqgBv z`ss*uA3MewE0K@&GmiMX+PcV0-oBX9zs%IX z3`)^!@=lif8z1yiVCs@FA-RWiwAGos$9Fa(TS)ah>DF)Z*?RwX<-)|r9{;~IW>>nPw*1YSgF~&8nah|6P zDXEUI{$c7z+v~NK>`XUg$eQotg7XY=9lj9(mrqf0@sP2_@@0 z^3XX&_ad_kX-~yF^rn%uu6?3{9)0@TmI`Zy9EECnryu8>O0QDxB~TAsqE(7~c&+>T zH^t8%Q_f`#r_$O+~X#_Lry0L zE)RPyn^Lzk^0E(bXg2J4)^^=2+^BTnWf>+s6WtOqaOl))N3lIBmtA*y+We+(5;@U!H)rLB<{quG?D@Tgn>qpK?0D0*O~|O(sg$Dcwc8zb2<^OT-&4ZL7TY|# z{yJO>?MODF9~FyoBl&VvJ|n`NUwu5_^}~_ECj4{KkIg$D*9aG5H1(bC5@h0;4c{nq z=e;*$;(91CgL^nC?AdbRZR5euw@en_&iT7lJu`hAweVpu@R_NHoQp-sbb@)+sz$5y zuLGS?UqjBRbdN=ukEQdMzD~2Ba>K6l6B{Sdn|rLB4D-`UM7Xb4`U=*b_Hn&IVtLA~ znp%FmLcPn9{L<;d8>Xi<``zR#4rq>BN1Aw9@W$}*2h>VQFI82K2Z`WSPY7n~_@;6; zE9wXG+6-5}Pf&j5~`(W>bA;`2+go=a}? z%O||iM}LGK#3ar%*91Z}%-de&4NS_lo~knM`Ayed^vr`hE|V46n8wqK-(p2~O7Zd0 z>!bBE>;}@pGPK@WG&xtsMM_#Y+pG&gCaO{lD zvSiIYdiC>ttt{6v&ZNRSE?vhaTcQ@<1bs4u*?s%So^E@R zrWvZemT$z7_;@9XHse#1#Jg6FDm{Ic>oG))WWq-{Ni+3SF;ZQD?QE)QVY%+4kOkm<7MXuZSh-6Rjs6^q z!aWK~iI!Z!gr7QZoGhq%Ox1SvFN{B*IVsbP&@*mR(W&@DYMA-*LFv(M$+bQa2|2gb z`b#6VhiZ=t?nx}&+}d^uKKCQo_{_g1<PhXi5k5UMDw>{-FGhItgl2<9z(kPLkX<5F>&y(jYN5^O zcEv(&IpuG*A4%|Pm-qz2uN}pgNL8HLj1+FA7@eH!bm1!CW9aYRIaJ^G^JHA&x8r)i znf@w6;^oD_VYLTx?oLl*!$Y17lC9O0(Cj)d?O;dw;&TaB8mn9%ip4OT9&}gO9@WbC zH&D>jy4Ui9Um{>Hu5N}<^7!oQ!9@ZpqHRvAThU8Z*-o6gftqPoLXKjzZXGVE>Yf_U zv~z7aUDkf~mgN(U2Va?rS}U$ktq(L+eJ9MxeDs82#)82mZ%?^VB`=FXW22&)c@S&i z#mVJ#uO>RG;#vP8tuq${40J$FAEqwd1a%rqcJVUzOe%T=D(m*IGI#Ys&4NI$R9kt z+PkSv+}~y%^+oph*t*$3@xb6XBbPvhM89EFW!400hB_#o1%80ja+G4?K~}S<)3U_q zXt5xBz5neCfx~3Ghq{tYxxysuHmzP6qYvvjy3`sOsyxOMZho}Hc}!2UZ%1Gg6+euw z^S|73lDs~N^FE1-HPerr;d<9O%IcXtT*{e}GNJG^wVn#J`ITsOCa$`0Z$a)J)llAM z`D`Pc(X695nx3PopGJf^cYk+!@d?j$ej#LJj1{lcKGLNbja&U<`twu`e)bu5lV$pBB%c(e8bxGQ0y~2I_1#={yOOw{oIk8_m_GYBBwbaHA z>aa_)&s`OU84CSA4`xWpJ@|H?-CT_(m*BO#?RzcqW?O>}CCBVVcX$20s5&k>=+T;zuDeOGjctU*TS#|4KXmS1>2rL0Bki_gcDrKNX{&temEjieX7tq36O#>{{rJp- z8r+(>k!*fO#&|5bMB5jca#;^NFOuum#HwCxem>A?6Uui^w`a(QD)dKA4i`?HX&6Z2f{o7;DMqV(g$qWTkbTuxX0r%Q2F zKk{X2J?h^a82J3=`qwVfnhS`!_2=E$Sau)30hPyt_C~%0fwb+*6$MeFDu=9e71WPx)p?pvN@H%_ zlNj0_ppE;ofjOlf_J@d`7H>cyJLHTK8M{t1<&05m1FVGp0-N4P2Tx8vF}3gND*n=P zCT3*O@|(!FbA*;%_igb^6(#v92R>6DLLq#0YjR2IDic zcNz+X`XbBMz8q2FT!?DmN>(YiwtV*IVZ^@5pEs2x!H=b2z7Klxtw~B&&7QQ>w1?~T4FnVQEPnLGkv5u%B}Mh!3%;r%uJRlD=hsl z-s;`-O!OoTyZX7I3G;&R&RwQ&UlLpc6eyT7@{}@Py`dZEF?b>7NWge2?it2w*oP>9 zp_W+Khb}?!>8dQox#gfEOF_u_cvh$WSRj1G+bL+cc}AQx_`BQz+Vk<_AFn>=`Cs9e zW!KrDoH34Vb~7TBFV>vC={~sTL+Jb6sJt*g$V4i+R&vwucgTM5mde`|+u1)G9y4gU1^W#7vDVo&Ll>+(E>E!^c<>10!@nl*zbY6$P^>Mu!O=c+p%Bl( zYP2}igOqi}ly`;IE}}GfxJ6Gwimq>5)Ii#Aml((|*Tf{7pKCkc@+)N1SPn0SNxhSe z%PLIuHUG!p2WzXrj+;5SDhoD=GQ+YSXT2uyP1S3>TD0k^u8s{9=B#X2EUh;<4QnO~ z)+f6-HBI=}m0_j?kGrOY;#fcV{6@hGQaL|}`TfGS(LWFh@jpCo5gYNy-kERCZtmU8 z=K~wkMRmFAOcAb0zEhMOenwAA?U$6DR{3sO)6?>NlijIKW4Zp6^WB@ER|4n-GwQu1 zVpc<&n;ka+4Ur4ym{rDTSWz}l)}p(d($MgM@yPB55to+9 zL~(K3TGgG4wk6Ld+|B*W6`*UbY+lu2*0!5j7qfVG3dZ6GN*));Mic7g!|P^ZTCjun zgY1-ArrVZWs5f!cf`_#kZ_#`8waaUWX!sHae3#Uvn)m4biu~o(&2W!4*kkqdWjYdH z2*>kgmz-Ah{ZhtmFRwTVeRrm;+t`SkjcV;}zg-fX?8l(`E3ZEs}#nxv%;N0(}`lJAk@ zEs;@QlT0hg&{fM4%$P5vy(#d1ch&a#V~#JXwt{YykNS+P7jdj%Q7#rb_2O7Ba+M0l zQG|wuweL^&9Oli^WUiPCW}SDeW7~h&!xgTzwi8#`A6o7^mGbVB<|l(PS^i3%c&pOh z9P1s$o@K@6`o#da`K5N)t9ji*9m9I_!1FA9I#^=S|A5y%K4aIPkWuBC51q%EUe+&8jt){}jk89rBiI-g z3;Ap-96}7+yXX6tt;v?H1*xxHdglJ?EXN1^$03ooIDGXct_O?=6!LD-EzrokWMgHT zfo{*%?!AsQZC)i!q11rIz&h)#(sH4`5Nm0RWLIQTetOp@E~~+I)(Wa&3hQJrGQBtoH7?87c%-MabF?) zNgKDreU}BtRue09yy|Xhujkf!L8QyzCWVXPfjdeGb?@fA$7e)|uTVa*G~GO2`gk-* z{D_#7`dOz%*Jl{^4NQy9c%dhAtGu|j^UR}zGkvF0NEE$Q9Bjt(V@~#C-s8MST5N84 zUqU0Q9hw`Uc|AlWvL#BzKt9hQAWe2+*m&xeE*`sXZ;=4MSd#(zV>ZahCHuBh$4!HQQ-(MkfyUy|_C|j$jlN$dDz(r!BJm{(NK8og zkm!$=k1vRG**>iCN+&XG8ma9W%1D?^3JH!k15zb#K4Cr5ZlC&&06ogCNbQ^!U76%7 zFny85eZ%3>qwO16gh!$x{|2*;{h4kmj>YpY&f7rNv`_7F@`cY-FS-HWx_eAOL+->Zpw}+<9b!6jN z{hTklMIj_D@wv-f8Wtur)$P+Mu31CvqqwcZ@&gmZ1-)p!S~zV)hb4YG8CjpHSRJ}c z`srJUa!71M@4z16zZ;b`PKWK~@iZB=wK=u;^^N^__|6h)1C?Y>T*dS1y3t>eN&Wbx zhgvNAVgG=Nf!=|b5?JLjpoC?;C6|Ya7N?FG}R?X&%tv1>C(@h}Tu9 zs>H`&{Y}Z;*wUmg_G~Z_KGAsw_8TAXr(rqezdC*q_RaJ7mP?Cx7q&)5%wntFf&L_+FT_)Eg-Z&AH0s*;obHxq)0} zxys%TTa0)kHe*J~UB1J{HlF3*Q-{+o1fsn6hnsGup3NrMBoZ#`m|1K&teCTL2J291 zv>#A;|Ktb9$M1HA7W>>QZDT#|b3NG<5M2>C{R}*$;&Av%ZdYgL&u>K8YhB#aEtLMF z#hXEkA-%uAt8UIuA+*AWf&9fT(*|4NtdY>vvDsHMOYuL?W@}rKA!*&>C!wO0kXMg1 zuoDV)`TlR1R}kA}o~zM7K(fmfRfXZz*?4ro>8tnCbq1FwtJ^N&7Qp{WzlNkxP6d+( znVw|r;3lc5Jbrl^iTOMuJMzJr)q2){K37(=EiqPZvc6o@&I28ZZ|0G0->cs{fAPir zaO7Vfnm=6Jivp9w5o93gS9CQKhu{vJj-3^~44ab_x;JVsry~E|6FfJ1{YJ4C0yJe# z$2{(~TWRcRooMUmSQs;NjR{{%gZ6;eQ8B_HeYXgl%pad&IJ4>aov|4l%z*_ga+Qt# z*q5`X6?=^&ymv3qKc&BXSvPz$jpenE&ra8#k`wBQe!zVlg~Y%qhZj4t^SZ|-K}!Rr ze*Mup8xZE+zRUDuv+QQzCApIn>Hzz8jG5ZJXD{7v;`xv+{%0-c2+wPFZ29%Ylz)zO zu*oe|=Po6%2`=FFgIV`cCiIE%D^`eCv{6r9vGUf<@WBEfnouTqL8y1Bzv^^(5s9u0 z<_feMF$3*YFMCsd-*EUSOHG{m2#BVsL*-%`C|oM4A)L?=>G9IHYwi0e57AY^3k@>q z5b5Vep<ePE+95E_4!%PPhEHcrv z%U5nZu6>CjU32v>JFgmZLYu{GJN?n%9fWV0iXT5ns8w&PLllvj7}B(Ik?{O?2xqkYw7=giRt4trm5FNwCvzeO;EfOC|T(=zGdj|35r#$X4ae z%h1nhSZW`jQjCT_V5Yr?3j4Q*>yriq;jBv^nr95GN{-YgM`jhuTZsluVTD@*<`T&U zMaHnQRk79zgV-!`aW6;huO<`$fgVk9%f2T5)wj+mTMPyW<4w*=$AQRge&>a zJPg*CRhGqyHlrte`=zpB3Ri8;QM5avxUI{BLqeo(-Q^KG+JM7UO$hsbJcp6VVsQ-6 znMF4j4jH+A=F)_{YJ$}ZI)PY!Ii!oF4>m&!1!@W0!g;;D?MViR+nH=9kiJBD=t)OfOIjYtsK^X z_unaj9K|~UnQgK{cwNGkkZT(o*SOvpp}v5DuHU>~bH<46#x44@!1&QG3^j{IpP{Ac zywS6!gQ0_wrFG&{%8dCJ=t_g8yjZzkvXxP9qe{JBfb78pIf3hhMbC;tn~KnAT{08; z%#B*&pQ{&Y$elWMuQzbq`b9l8ei@!<8;(#uFa9*7j@`S>hIM&Ak*i_YcdgI-hNcwt zi`o5H&S0n>`vnXI6C}=~oBR<@&g9V+T)6E8kK~r;t;lpZghWVqVIV0V;=C+VOw9{D ziQaP&5ZHJd6CUCfOhoRmF3+mxat=Jj^)V=QH^)~k##RGB=1)%s1(5dFHZ)j3c}gB| zlZhRW{!fJm13Fzv5(tA85aUlwPLe}`Q(|J`vH)qS8-!y#OR-(HruFV%oOCce(ebP& zz7!=R4`Z|W2wY$cyvM_EOzZv0p;qXg&9ZWmWULr+*nY6XC?qsm(3XK2X_{&b`3$UC z545rBaK?L{{C@40?f-M70p%yk?`?99k_~eF>w`(7u*Y8ilNz*M-F{J*Y*g~Q0~CP- zR%t7QPtOUz>4sx#q*Mal5A0#yi;IQ`aU4`D{(_PNR25Wf>2@U%!9o95C>;Jv_zHCf zhJ%Fx9v-Jrs!m%naAOTT1D}9z{aFXFw89}V0B>&H6+6NXeTBq@l1o`w?};OoE9@^; zv93Bi1&yhv`P~GS`Jn#tET4;m9?{tQ+`N{i3ub0!C}!m%DD=DxIH=iyWGKU>hmu~X z)j|Qen24Cz2c|=u^Vis2;Wfwm3vArss)0QanOHiNGi9CZ@o^a{cZ?G_mmP|p<)Hbp z3PdgD=gXWg`E<=qg)13IHcCv-<;#n|NYC#1!{%s>gwKUX~_%-(b2ghocw6KKmyiEm5R3a^?_6`tgQSU*I}#JKKWG*U2=h&t=;8VM{b*)=A}PwI*k2(ylTNRwsb~z)Xtab)X)w2W4-2 z087(_(qSlzwwx1ISHA(X)?yfAzopM*H1Jqo|1Ro(CTgNyw{mxP2fFwlmcjFK(y~7V zyOzI>mLBzmmj=K_Vo&#vsDNWr&2Pf2H5prFPEC8v^`03J{$8;(r)BM(f%&CZ`=CBAz33!>zNx2XiuH90wVGCPWZVrcIc-tPc*-7U?RA1 z{B{OmOPM??(DGtKjkdBjeXJ99u85;<=2w<5X%MQ!#T?O-97jHU z^c)ApGO1{;*-KIUH%#c3Q4@lvUI%g#;~dB>NVVF3k|V1SgVZ4^W1(=So|W5NuPG5C z(mRMJEb;{w*%TIDCELTDhP~1FlkX|m^lzQ8SLrNCGJ9J}c;yfVO#qCeer?jCg#U?? zfC;O82v}JZY4Tkc(K>dkq56(B%J8vu) z35laK@MXjofm2mK4|aa7`(w=3q>HGr+FBCwekXcJbkTBggrlP6SOuWuXTk!Z!#OM& zmpkjk;R7+EVtv8X@`%lYl^fW!y+ZyIasNXYl+UVdo$@F!%*`#G89Hz#2SPo$d^#dY*}joYwxUTGB-1j*Cy z)SKTs@@$GkHE{M4P{TSbhyf;s2hF)f4gBJHJ|e}E^`?osX1_v zBJWHSlKpPMiyEMd1I1L$s727^KYzO>R`;@@d{BbFP z^}W@a_t-(cpqHYz+lXuf$Em#G0Aqgc8w}_#Ga%1#Dd5y$IvQPR`#{CyLlCI(v+CS= zqX(htqS^oTvgbH2FBr6Ba&Ee02~p&6OLM2Qn#3HO)xiivKXd>dR^*FhfHB28U-y9a zY?+WN)fs+WNDW}{%3JP8NL3Sm!T3Wh5~izP`NDmRN%7XBKg#AG%z17upS~3*6bxAh z&5PL%CA#n!X(AZMPvjKZrZadt((;PWl078LEROjT=o56UfK8d02J*zL(Yf4a)d_^R z;aosYnhklzOpfA!1T3fC+b9AQ1a$XzL#h{<`<^!!g^LTA(6US@+Lp*8&&SQbnys#I zwb#jk%EkC3=Ik>)QL#|p7qtI2Pkj$KY`6dO!oxy^0E^*YsAYdUb{bB*HY{`C z)>;X8cDsc|{G_`UjXI{^F6rdKrty%HI~smG^nvH@X&tfo$MIcvh0v`Y@hI&Gh6tpe zHt8sGxlB9gANL@WbKu&rzgf#_Jn4y7dkg*m*I!Cf1 z95%qdM7~--`~SHOIIfPW@+{(~YqV&h9?{@({1Jgq1GR|#BE1uF3!?oZ!7Xbf^!Xc; z0f8}XTmtG(4McZi6K$;Zdc5TS1X*d1Xy7-%Kc(Hhu&?_XLj+y%?W_}gFFt?^LztT< zghme=IR8wB<*9vrE>7}a-FFTES)14xon75MQOME8QLM)Nz3CYPAhWc)TV;kgmsn9x z<2j=I2G!F4zC#*p)kQcKigqsYg|HQlF0qlSn)ueI9sZdJ&9_neAKPRd>)TEa#Xk!A z;O(Qo{Jqiq89b8~cAA4pLuadC|MATvq=Fg&>;YaGewyg`9F)tTLr6qNVJ??dil2{X zU-Ar@S}&kCTp=mDwi%O*b8XOp88V3uMURo6qVJ&Wi$CBB*)#6UGzH4(HvvI2@tz!k ztLk#qdm1>$L=Ft#`R4F{(kH5d()d*}-XlF_{)QA)E}!_GhH=!Bu4;Ua78b1!89>&g zui!Z&X5rKK5J6>HWbm%Sy(w@ny3wg9H{`4{T==U4fMvpPrGRadI~*X|{r%91C-6-1 zy7x4_mL*>3fCJmV-#7u_$#U#_Tp>t+{{yZn15GTlRG!tzIP}g(%J2Vt&mvq^`v_Nv zPj&8}kBNY?;>*Y@Eayd#-P}K~NQBEC!e_^FuEIol{NpK3JK-D3U9+7=8xr-dcvz~B z1LHqEX0aKo3VPZRAn;EUtbrC$r!}S#p&NETOO)Mjh*Y44QDd0>5Tzyv<`9NtDDwWR ztKek4GSZU$wgzC#w6|_~8DtiFm6Zu_Q`ZH{Q0{g>q9JqMGA!AT9=Z`-#e}O4Y_fo0 znS#&-JvAvMuy&da6iBiv_U~@Yw9p9%!~n@CaJ>H+&_Q7Ppxz`N%NGVjx#3WuYCde$ zTfA^7Pz-wQV*Eb)--V3;&>US`a+#aEJW~ij)c|;<8i5@4Vx(doK*vDS1Y^-aWrO+% zRL2k=0txgK0u7pO3Ikww_!+{h?F9yMDCfg9(N^?4S9jv-8JbwS)b@<`>}$!E6$Y04Gd^4Hc)J%B@$~-hm9qM*<*&@f8p@rP6W_k6xo$^=%t0wM8OosZ zzeDEfvMf$E5B`}2`uyRkq@TU$FZo{5D;YiD^l zGhQeZYIvdEGp({6&vq+D4vvuMGL)`Y2S&L-{)2dp4K0V;2O1L~Ao7?HnC&}axfJGLSWAQ!^226Has4_6ztm{J1zQi_!#S&MZ?z%_c+8OS%Cu>vT8yOHAwarCa3Q26gcgBwFJP;!-<*%TB^L2 zjlVZlu3|JZGbgutqbkjh$&pRx<3sSLVBh}g8%DrPp|%~vL8^mQNHHDv4$v zbWx!Gc>Z@P7_-wN-WM3?=)QNNp@3Rrtm?gorzbHDO&fq#@363BVOrkY|+9A#Mv?fI&+m=~JUWPBaMNjV$ z8cK?=PGhJ|AbFr!?+=Cfo~x^-piWqIMNSzJCM?^w4YI`Im5h5)fQc5^8L|jl-l@}6 zEjDKW3r5Sw7X{asSS{28$%S&z!Gw-&hPtm5NZ+__!G=nyIf4xX#q)--PTTzmuXI>M z#O%N<=zL^D8`9yU6|23u2kip*0?d3*hCu)o ze@_8`fDSc*30?sKf)!}g5i9^Vdp=OaZXxPHTeeJ5LM|2EAY_sTk&IPKJ*#Vuy-8EU5;^2MM6oBJ52fFJWr_sRgfl`|+ zgZKw+0$sq|{hbrCEDJ!$o2Qts`&Pw%E-|wqFE1|xG8zWpLweSyn=_zf{1*WcQGu$% z5+{Z_OG}~WpEhX7~+e22}_SK%teOSA({oDe|sc z;IU-whg2H40SMe|j8OvL(j9CxpnJjcQlo=26F|o3?UKg~_2Z})#MPPQ$ zt2o{_V4|a|DG17P^6G`)0?qp1LD#8tz=Oy`<*z(0ycgjs-&XiQhPD&Z?!_T z@t#r4hI$le|KAZ&@?=Zff$w~)0-}xG_WoCnl&;<71}HgUHka{`u0psCO_mnbaU>8o zYj7I&wJTOQ7I#B(PYkD>ENBm4-i55-ZfcJG*_@%n^iOS@0TKjNTUYnL@tep04_rLp zZMP9+D3C@#0uRU{p+)!5({1C%dU|@04P5wO%`qn1lp( zcV>+*RuaSpTfyMz^=1w~3OX3L#~&*R7KdMwXZ$pvBOZd37to@o{1#vIiytrWgh31!uT!z!cTMUheS?CsHj8S;Z?Lj1 zM>?}DoA;{Nn1Oe02fz`mmbszg2f#%|2s#yMZ>ZJyWJ|9Fi$LcP zQdFlLH*9HK4$Xig2n0DcZqn=&XtrXp^uSTRHrZe?^I7MP(h{g!oV@BRm6a>$8gt^)O-KMWrT#3V5>p$lm&EPfe&aJ2<36V0Pi<)G0-K1 z0YKfh$dYpsnA)d-HDC7J*s<&Y$0@B#0IP60g8Ii(`&!1C7z3>mb}Q3M4Zy zHIf0OmU#dy*@yxw6H{8}F@$FHpm@5?Yw97hw?wx@0>B_$U0o}h*0(H>T?GzyMC$;$ z2jWAp3adW}*~UzHo;`cEnmTzVMXeGIAhHZgHSm(k-)EYd9aGk21>!)MQ!FSVJUkaL zt(yDgMa?jaR0>>yk?K4RI!4K)yjx~r!SC=EZ1PbQ7 zH%$g&lZta|U=S~X+$>;yly@>z%cCH^3yz8+cnHxWAjr}-AH6;vS2_-gii%R4<89ix z<8r}<_h_?Aq0o@rkBrS)1)!!)u<=kHtgtLY0h*3aS08k-E<4~iXNV#Wt_AQ2rJ8d~(1>nTIAfR>A^us(3*B~X6g& zX<-IcIPoiNu~&*WcJ-Sb$^{NHR7%5va0|L({*C=mZ=enEzJf4ley5HCxLpJb4WgYP zFbgfQAUgnJY)fiLKg7tS+1itSc#{RN(vA;-frSVP%K*{+d-3QI6i8AS7gdW%N){sB zvj8zjHb5gY0E^W-IW01Ou(M*qqFUCs416;8O*TrB7N{~n5;Pl(j4_K^#n3)zV`adBNRT)#g0M;hIk`+d^@`mI z!ZhRI62!I44Kxe}@q#k}M;wgA2!z>jb~EG#9p9d0zRFtWs{pYHg$v#__VcO9>BzTV z6j*&2AWpn)(x9ZQYzU#~FMS9<3vAaW#NxHCh+^!!)~M$qFHTpzs)8{G*r6s4k41soLwzwTOAO_X>UMzmz5oD4`w<6XNAGhPUT5~hNdR+%?7Ju)jeSG zm;~Fv=KvgzuNeskknm;L`2dQapFdA@N|K5wsv1 zoI-JNaoDy(?mJ&A*lj3PS69n|>B|5c*1MZS1tTBGssH;n6EAN+Xu#ya>$Qg=Kn(lo zilNznlbnltmHg1@7@ARtj`U-J7D5&bcQ>H$7XX!Sv9Ok@R(YHquLUM#r)g5K^Bzsp z*Hd5Es5d}qT8BWGf$6Lnc&XfE%qP6Dg(!f&62~xP3&Y`u{|Wd=W{} zgR;^!A!o=ttxY}e|@fWpHMl%Qy(>5!*fV7FaWM_5>JFA9v!eS=&LKI|KU zMQjh(8jzVR4^a>(Qqf8;{k{6DR6H7SvpJd#_9bvc+1)xmcM3@$O*RB2L(C7*_$Fiv znkxGPG`M;FA?SwbQ4g;D@5A3PArE(1gJX|LOFluB^TfgWTA=#AZg~^wv|6V(xbV>b epXA<8E^6Ah@n3d+f(3PZ)bl5jk28hU-ToJ~6b!@w literal 32643 zcmeFZbyU<*_bxtkNr{4lq=YmKA)Sf{2m%t)AcHj0NS7ceAyPBIfRfT6-6c7I4&5En z-Ea@@yVm{Qb=SK8{{H&SS}qpM%;%i5&pCTP``OR-lg3LWVnP~12n0f`{9I8J0>KP` zKrrU;alv1N|4c1`A7ZXg^<1?aVXhu#&Xy20Ggl`&M^`&*b4GVdXBTTn2Pm%)uOK($ zJ6BgH7jZs5`~Up`UPosuKCa*eJ@60$r|0@E5D2N+?LUlMnH*~f#BWzwQBK=4Woz2Q zM{9YZb59*!xo#|r=e;A<9+A#W7{M4pOWx_mm>ckYq1o&H31tKC;i`Q76Iq;^u9$|m zq;j!FJ^!+yt0$dk+@6n>%5grk#iL%9scZw*=oH5^>vHa1c}4KLd=`*H#K;U@+gT6} z@MFR19^~om8=o=L!@&#r3UZH}oO};T7;yV3zh@X4;NA8C4oC!e_mmn(7Q9O?^W*>j z^8W`0OO{oqYDS2qzI5N7QhxjPkq82X?f~YG)iTwmOioVLE;ddLfZP-iX+gMyQzbk! z^L2RCsT9D5^*2}APv+{EXXixDlM@D5l2KC=B#CNhYkvzffWJ)YR5qTK|4}uWtIK zscE{&$)3c2j|XYjz<||gklEdDZ*0W*lP*12yv z8!^cEN&ZlZhP8bpF1i3lG#usW{hph9JBH?o%5pl*?cES#{q*Tm5s$by4Fa`N+u(Qg z0hs!1IniWoFawJuELhBC<(mzr9~krO5UqYTAI4x<@eyj(k8L{q^R?^FOzPmE#!v0M z)`uQbaymK*8x<-xBqn}mmS4Yq&DG2zRQPx&BR#zttBGJIhekHmJUKZgm6(7aeZ5+- zeVUs{QkdOUPw&ikTk3MRt^RVqcc|C|IX0%J+l+;#t9O_d7Zemc1$KahM@F(pNFdUr zyuYTT^euEmDyyk2o7|jJDTI+&PF24zLLvn$aFvyn`;r8L)es`@w<<<&jpxvGb-e$$ zo&mUtCM*3CD^gV?Nona|1y@Lzcda(_f}^u@vldU5zW(w_%?Vhb%b%xI4-ZPi!|~-6 z6uNtRSp)?BxZUI+{a!dY@FIPWspmUzye_t?faOW~>US{-2nZnUzklx^PdZvuOp`6ezA*7T zd^OfIE95)$6K7+zjZ{W{BqHS{mGN0@87>`o(S8He15<9J2o|Si!jDz zwV#!dF@Q}C?)g1QS{S!zV{j| z%5u3U-fpZU5ZFRfL!&tW0}G#kz-%yGuE4kfP7Q@Q4M?5vJI%@J-pD*QAq-d$Eh{(M zGp}A}^W2eg5}%LYnmZU!J5U-(%f>oRlVZbulaQmr&Ai|ZcGDd$WG&wr^)OGTkmh!J z;Iigv<&^o~_=&syYk#e4)DcQ$+%@Ugw6(r)&W*5K7xKskhbTNMicLx?H8+<-ok}UH zt;}>*I!XNgv#1cGI>sjt=>6$xiYB5E zqFTkqQu6Zhl16k$*YC5X{j)zY?lI`<;Tu%7_VTqAR>605f8hEY-9KD2dxjzU4sx`C z(C};{URm|KASR*PwHpU&p0+%iP9Vata)?h z;av(fiv4JrpVWHbJJH}fpN}?Bj8Vl+B2|txIMSDcszo%^1ZoI)_H10?E;*U$GmKzs z+~c9XOW=d+Aqu!28`wN z2|PR`T3T@9>|<#1tHy^C@($Y>kB#Y~(B6&xsTmGNUA<7XE~SDuj{q(hKP8>3KHS4|9tW+8 zh=DYCBVIMRZNMj*%Wlu%I;-BVE>*VapRa4~Rki9TpL3}DiqfvBWtcljv zY_ht=Bpx%?HYybyf#KS0B8V?LjTcdVSLa?JjDUsKPmC1q{-#|y->O28jg@48Iprtt zWO%vg)lvSA79HI>E|YQeD&szFx(OaN32X3H8|&>6RU2+dwUHUB3n~=rwJA}h{Yp)aK%BO~CeM%*Vf-h5Czc6$mmORT$Ry_~I zV`R&|Osgw6-U_bU7WAc$W`ES)=b={?8is)X2@h8=(7tzh3B5cZtv_Y<*~6LgV7No` z)<%oVVC_Enz_{C3ZuQ<`C-lSNI}y9FxmvyjAu0_%4i3iWvm#RRzK{-E9s^h_VbV%( z=A-aPuGvvwG?%kZhLZOdXVM<}m*@G`U$2i1CnXPC_-uN7x24ZDrzfybz9B{=`B_)gU zal@*`#YL~9Vck6aayAf}0Avuf?725OaD6Z!GiE39JDOp@Yc*Br`Ez`ed;a16mwTPR z-u=N0Ym?K|ybIz4&rz-S$@X#tR}mxd8qdDa>@7yi)E-s)#sUY+rB5k&7(?Ccv|Z!W zFP1&N|JLO)wdli9x&oeF?T`>wm958uawgYAOEAC9PzG%0O-0{MhLMDp1U0$YGf6x= z1P@1-9s5NCHeTD+Nt=CD3v{4)thB@-HCaVKjGEpHyI*4GF#9igEZRb!QVd6o-fOEQ zy(CU#C#{dxvA%_?xW4sbr%4?I?$gu7==I4eKHHIkj8{LN68~f}%HU6;9I`d(J2lvi{<^&#taIPK4 zE5CM_{<(wy|LqAoi&fL^_?{Yla{!fKhK(557ZjtW?J97@(|KThnl#DG` zttj>`*M&0@5({4Ghv0=FM+QFAibk2WeT+>=z?J<%Bm6+{Eq=7*ez+~Nyk9)>Wvcid zFxBpW%#8+cxW@ihZrgP`(xcMCHbZj>1`hM%R!FIp4Y1wx-kSnxUMtj)vhwmz;o)phgEX-kV z-@YwzS$$dSx~}=}n%Ahd#9_Kt^Tcg)?2nt2uy8y8w$AgRRB5|s22~DQwe1oP_W8FJOzUx%1Ln`GqWWX<-KPk z90RK2G?d!Ey~CwO8=zn#h9@~a+QAfWiWaQ`1nZQ7*Na+UE zV!j-8;1+w51Y*9Lw+^JsW#1qqnjJvR!grnGHtKvrpN(M#!hpyqOQ zJc$Y!*rxeRMuj(BhuENCOY#d}MwOZVeME8Ec+oGEPeO0U=H)Okba<4nk1j_Qy4O+L zOWAx&ezVdqf%1)GOa9aLkBVcVX}jUX_}S+NEmtSA>iIf_NrIMyGS{aTdF0KVg6{?y zZ_o6M?}^cyU+-Eh6ODfV?h)Eai2lnlCpgH#d{Vp4hQ29yZ*jWgug2(X_2B%{<-wD| zLob8UR@JYD#${!F=~1LILUJWKJe~^#6qi4BMT_;*C=3(vdIi;*`07pBVo2}BPIGeN6WN}H7$6%&we+W}Q_vse{ zaE0vQ*0r;uVslm^9N6ufx{KAzD6jtEe3WT|u5qCEjxZJvTsZjW>uGdnDYv|QAK{}y z0|dMe;UMVC`cyGmxVy;aOZ4{)nuzVnHzyo2HzoW%hB|}li~{R zy$)FX-2ipzz^WNR;Z!i48V)d>_%y$Fe^=##RT;{AG@v?v?@0QJZ_fIk%iQdB@_+bM zBkfs|d;n0^j?KOlJpwgkH{(}VbG7yZcAp$2%m^N$9fZ#7D*Zxj!A27m9X8*_rM{(i zvYpK)C^aoKpB81}7YG9U=*5XB1(&yhe^VU69U&Jg_bnUTo+)>PeyuuyouoLjdEaiY z{fsxNwkrOqDWjoVe9d(mX$->KMyBfRC+fpj8jw{aX|yEf7n-d6k4_U6bUEXero8N}*l9SSNPMrXBRbk|F>q z#to`2?y2Ii+C)koABoHOCmY#5Mgi!nd5nuDDiLFL>IA4;C zzqET@>P&;TcP)oA?(GAUC8_-`P}l`lX?ar>Z$+m}dHru5x^Ib}?|uE0M#U@SyD;NN zTkDoD8LU6m0SjhFO8zpOn)YZ5!ns}9w_zm)-*%~!skY7W^6?s%oSaCO9KalK66a7n z`yx16+&Cdrt^?beNS32JJIgMfjQw~gP&uwIJvPxqB<}fz!6_H{y|*hkcEde~!S(aF z&_N}|dMzCt%EiuTE3mG^?P&x^%4+BlVlKBZ6X|#UX{6AA;_ls65DroQhVxaVI#a}4 z)+Q>rGBPrTe!h?SBk(&#%y`MBx35V+cs2V;TefPh)E-z@GIMe$mUpa9oSkO8_`NHsdCq6NuA8bk^4R+^ZLb zvOHKp4dv@b$Hb7iSec3VEM}0jj=q(f%R8xA2kH4Jz}6?z9t@$Op^sQu1S#` z;6Yc#sBteipxQP~OG|G@kE*Mm+-_5?+Xh6h)EvavFMwietvK2or^rEfub>bZ;a|Qi z|A>}0-yACydN&vlrt&OKxd#8x6+^Lk2s3c~WV9^Hs@J);sEJ;uAb_tiVANPb=+8mj zj=Wt#j*6}r@k1LMRhdgNdY?h;^+>*B*E~hZK6;qVg5=Re&Kh{|_mYwraA@nc%ejfd z+FB-A8CKY15lI07MLfP zGr18AW~*0LmT7Lf76-$xA`#0AOJkUrbA?rNQ!Y$=0|iI*)^Ry1tP5r$2tY-}ffEMiS&NS2wx!6tD#sil_K}q?{$48PyDJoL~I`pBP$|T9nje-J@9+F0Iv~CW` zw_mP9c^0_hL%H+gf?mNfWN16%a<b6AQRNCp=Y|J+K z=fUQ{Wq|`?s{F%|jYH!Z?59rQizdG-i04{HSQ41{Emd~5zic;E9n0W%+H!wi5DKM! z;=~9H&X;KDOke`iK;Upz0eN!NZg%mg_)Y+X=gluuK#dmJ_os*zb$%pe=+9J+OX4@f zEQg`YSNl^9y_VyPIwK<@)~4%3&(6;J5TeoQGFRV#w-NxkqdHy0EY~`g&sN2Zgy!)V z(Z1Xf27e)~wywOqS8boKNr*$AMw*WC7v5vmO!hteqjb3TCwOgb?FT(rk&H?Lw;3Rk zAh(&$#dcjZ$wTp&uU}ii1Pm*@0XBh+6zE@`ts-5wCgR<mE#LP&nO5@jd;%CI zI!NK0iiMihv_+6myak+*gZLW;E3XXpG|yHWbT&$WK}AKSJSZrrfPjLndK;kiR2;p7 z)qyJR-ZH=IGb=7e#^x8w%I~+J?wfjCoSZ#9y}c64&cNpw1jMJM`N8m*M;1B~a1t!5 z3`YJ9r}2LA>XARON$px4*$e$p-o#v^@WJ6cphLNB?t{{34WpuhA2+`#Td zCoC#9S)?}c^xE1&L>;D{1LT}%(j<+Ad&hKRq!7YwRQoL`2=l|?+WbV7H9C8!$Ov(E zu!;pcgX()#TQ(Qj76=FDSTTtWap&w{Q0VxBW@XeEUmC2)3rC zCgi!Y^5gs0FX;KaHa*k)uf4wi_+exK%-VC(e5v|DTs6tGXx5$fUe%p&(!z6^Kw zxqyIxki%3G;Co|}lAindNn2Z6XC03>c#8s38}f*ajb50udda<8x^uzlNq9sAXGM2% zDfj6dmdi8(&;R+^i{}BKC{XzGX9s4dPSEbk@bGVZNc;eOef`U$Q4`?h|70lOfdi5x z?OVICM@%bH;)&+s;ksu`P= zPzsE-p>Eah#49Qww?`feW-&86-!=A{@SO|9OA@xFyaDVBh&hXZk!W_Paslp|;^9M- zebw~uaB`L;z-Ox@@-Bm%mq|=4xqLvHHULDyBrp&ZP^UTtdM!hFT3(x_owo@zNmyH( z(kjD@SEr$|j{u#>dL6#$h$g*YyP^La24IT^5|lE(=jQ!dSo82UHy+1xx;Wl41Yvk{ zvMSnU_~-lWn$M~n-3j17j9*DF3=9D$AlF4k((oqvpl}%K#1>2`I30)J)b`NYE9E_N_ zIIRrd(JTFzFG-x%Jb1Fkxt}gU6JlfKTwR6M*Vq4%deWr%(SW;Ia3k))+uq?-tEj2J zHIB74(GvA=FpKE&oGT>t{A(6-{6vva-E$Qc7HR3Uk`jKqoN78mN|L2MsNclE;V)EG z?|?dh($BgU#EG*wYRx3Tw&>3ssaUDa@Z7}?>X6@M6}~c8HG^3rIYInvPWTyP?1$pH4SMC6f zW^USv(1Ow0J3F;BH0IV9P5}eYxOtxKDKCB%VGw`ky82L)!+8JIQYIk6SXJh>s^%Ln z(k)du=!f_gjyB!vS|h4cb)zsTcMb<+VCE+LTvG3XOvD}*H{hr#52P_!Cgi@dY2F#K8d>&C2<( zu7c|?t6r9wytf+9o%s9Umbjr$QvZX+Pe4VaDv2LMQ;SK2vZ%HvrTJ+;SRu@fjK8AC zqSGde3{X`dJ9ZFoFQ}>C6fB>~f382}1D*1%s*!f(xZE(&kX+3V4^P1asfCm6D14aC zP6T?S@-{O^|MN$#|N{CvDb{)ml?tI z39n{v-~=7Ig+b;0K{ppN>WQi#Aw=itaSpWv?=B~p85Ne~PMG>vzQ6f;R2Yk3g|4TOuet`~eu)>;jo~Mx*0hZNZdABr)v0ps;Pai z*K@L?)1MJU{^wInfBypHj5@l$Qj1Fom%zbk$uEYp%~wC6xE6O0dA}%WBuGv^pauCx zxc5gXySvcA=*f;GKIw_;r*@O04Lp?u+0}kn*_wevU?7&-K}mRc6UdgGt@L-1H%S|b zCM0`%+0-xFwf+qUkC&T`@k2?M0TP;M7PkHGgEhd1MJ;eI&)7pkl1R?r7wVkBbEfD= zms?dD6+e@iv$fdO?z1pogLI|GsCzCN(12>qEiLpsQQ?s&SmQTtJqXCv9SEakw%0X3 zg;ygn)4$~#)d5z-J?vKSBRQm&^aTrN@j{cDA?-Lz@2#I*XkAJp+#HV=5@D*$SDw z!SYO2^KQt;50$FS>=xw@X|O@vvcwSyt^o4_FBlGXcE%6V?VDmp6KK;L!xR7xoozmx zd|W}H9{u5KTwDJe9$p;=Rygi5(DIQO*1pqpjWhhy`moqDy3H12)|(VSFavrpF<@4~ zvjg=9(BFm(B6sfIO^2xwUz6=P9}UAQVm{yTTqIUc%r>{5#5M7=wvl|=?!PX?W7StS z7bU?6fNA-M883|=A4jh4?^sl|<-S@uH*icQ`0k4;GU9jT5VFI^!j&yHCJbc0R>jch zAG1QX6zIdUqUYOC`)>#czy<>nes*T_;nBm9)=_Cal7h{sSGA%2xcR#xk|FwZ7X zs^ENWdg1;+v>%-%2BoG3Y!U3?_9`-L)9&3+m*LH+MfD1e*5uiC-3rm9x=hQ_C>M6b zDJ^)Ieb~U+$)Exmtu4G?vEE4U!ITHGMjCbpcqyKN^{##q%OV4+G@rlNEwyg*>p7_O z=s>ItH(M8E+C*0uy%d?~wdSzucY`>cZ>b=Qq;zw-o>o1*m>FjJI8NBiG1~un*9jDX`}|M0>tM?DF=SfMTwoytu+TT3OM$*r z+n0pkn80RFJ#VAr!e?M+ML?rqA$hBt8;VV|-x{AB44@dl^z|u35C6ouI!}&yQ&mLZ zXKCci&e;<(y=ixPs0HBT5A1Llg6K~p&LwzhyFgha`?odlMY(=_x4x`1Dxfx zvH>xGSjqY-cJuY?EwOk4?t@Up%anI;MRs-Grq!9o={qZ@mo9oW`-4{`VR`c#(~||G zh!|72)%5rsMAADQqHa{EHM;NlJaF2x8o(5y@9sHKpPqAk2bXL7?)6z`0X@HKZt_X- z8(|PT+kHVwUTKd?Oux_7ccZAkIboS?Pc3sjcn|6>;kt>RXlxT?vNgeW=;iFE)*IAx zBZ8JfrP=rFBX623Mr~%)_xu|DuBGq8@id|~@^Vy9Ri5+zxI=OG*5F7H`*bUH=-umN ztNu$bLLxP^O&nXc&U9J&Yc6z?`-lWW{kpPIZ_4o*QX97E5Hl}m~nVGrIE@1k|@D!+zgpEFl(J=0cn z#Qha_bT%yDDYyaZCZ3*WBr6>1p`j)2g=cq9I~ic{-*inv&yP@ly_lF*1Uc3Q1-^ZL z&Rg?qoW$PLFPe!7rWIG_8N`QdQU?f@`t%=dZf;lKL6xUKibvY|#ZXDc$i@AekqWN9 zWDB^W%=y}oAMC~tl#HOMpDmM1L_PVZymIv6D0GES4yVj)$S8=y!nRQj>dLt;Px^G6 z8y+piV>b?JKwE3g6yA;WUDAL5-gm`%k6BP|W5GMXRI8G6}1?~pkAcXr{*0Z9ntYYcSX zV-R5zy0zZD*UY73bjh0$S^X{X{ve2*S8QMi59UVpsiJ~RVvo(Ic8LqRf za(12@kU^~~D0{@T%A?u&MMv$tyt04q?oP6r35bqzTUJ?9*o{FZD<59CVPc_n3Lo7Q zadbF;Hj-z7nbG#Dwp)M6^=tu5>TAn_&1mPW>@F8TW^S(XBsl2E~o}pZTg= zrzeet2Qt)Y3*dpc@hyoLzVrdlQA2FK#kjd^T3rq58bZr)E6r9=REO*>+e^ zt%sPF{-<1l$t<>$$+<-Mw|E;!Z}VuQ+~&0H$Vmma7Wz-2!8#2Ixq$D5L*uw=1V}B{ zM@8L!dT~GQE=YNg5?=9FzJjUuuZIL-YSHRBCnId(2p1QWZ)oVs@d_#%(bJy_lkWJs zk(bBrM_f03$2?!FGh}~z8b!zz8|xsZm>1%+b?M7??{?T3SrENMXWlgm-|PmT=@^gT ztUUEmlM6g!5Uam=qd|7(fhn73k%$`_wxM%5Bu2}>=v+Vy?c+zBKWi*_nLiTUM8Ctd2GPW(cxXC(_T5rGpyWwpTDWA zy6(JbFdy53N&NANNO&#Iv9g>j$Cj^)AZSeF76^2jmDZ~swBu`hcb)c70-n7yJw7}c^27uc?KsMvUWpV zu6ci~erk&l24K<=26T7-YvyIXUfq>_KxKt#7EK>!gRfh_p8>M>zbvs@TBx~iJO+It z-p79ijLI&Ja$dsZcUAaai_-2%3S%S&7Hc!*WYWQR94CaJPlIp+!o%sz^~0VqGf0m; z;u}zf83{Vh&ttq_eF+^~>MAd2Gs7i5+O}Uw7Fm{p4tm5zRz|f^AkZp zg$>BbnVDyD-hSO^tJ<{Ff>xUaCyVY^&Gsd3w*kLqgL82NE#$Z1E%I!1zUCzo#)!;6 zJJ~E37Wf(7m0UL7w>ICV6w>({F2`(C+sspy#J1cKIe)RE#%Nf+GI;z~CA-OVAT10Y z(bg*I{$ycM8%qzjahLde$zZ{8Y#IsD$DFNv*p(8U(N9IsnT&&SF6-D78FX>}FqI3p>2b*T0G3vK7xpC8k{`1Ee4hkV07y(+nx znXh~1`PDkArZAEI4)75Fa{^pakzQxY`z@m;3cU$1BnlyAWWMKa{18%JR`!736vE)M zi&0uyT6BR%qt5`_?goW}!55-;Q;?$+hX6n7T^-3TCCjM9PfM(wZ3@REZC3$O> z?%v8NK#AhvesqOXW;Cb%b)l`UnhK~vQe)#GY6$om?#+0%^(mchRl&wvf-oP5lE6j7 z>UMY=*ebf#cmF}2yzL_UaI&oyO)vFgx(Vnb2nh*aOwWS4kj-cj>hkOWlo0>GWx+ua^Wmy%+W~cAX^9s(2JGATTYXKAIm6?E=5xg`{*dINL(UiQFW@XLN zKIQVNUn;fmx;|U|6cy!eUr}GLboTjDJ0`-Dre0=wO zBm0@t5C>GC;-h;{-fj=1+I~{xR*uqmxbpz_&SWtbdrLUUYQcaVj2Fh?S1JM~z7SU-}3Q))R zg{QJ5&5E&Gf1uiF4s?}%a&j6?jruwc^YW*oO{!GLt;zX@6IJ9+k&#;59?~B^{JdSp z`f;`3?nu^K0L}Y29jg#8+qWjYZyl#5`HKVu$WWlAhh>&w=h(P-2wvGyL##v-hZXw6 z#NqV%qf4VSpGsVfsN%Qhpa!1qU=&SxD;w45c6RyktYxVi)?EXN{qc~qv)xI@TWFl^ z1>zEFKmBD+jtcL66xRjh#rWl6T#e+3q3}&a_$jC#Jy#V{@k?`~{QLleh_X3Tng3RQ zK)Tq8DAeIuo20@e7My=ou6W9J8!|+7m{wQdHrFY1<-as;t^scY1nR9V!P%9Log_(O z6xlCBXZ=N2Ki##TY>n4#wXc%X{JL|8ZtwSjhZj)wV>$X@U7d3sZW6rCZ~Zq6JBI+H znLK?O6Kl3|XQ~o~-Lj50TmP$Yg|oP5)Lhax6jv7t90R? z5AF1U>iz)iEW4c@_fW1`0$#)Qhp}G-*C#SbPyTQVoU~H_{;S#dB>7KAX=xg7&9_k8 zz|-Wf*Z!-iR^oU-H2V#oSlAcGpfY58dj9$XRBIoI4`Blh>8-dG8@Y1S>nt@|bh56Z;?mpJ);>;_REah%_2k$#;7KN0k2dC4Kn3^ite?RL$R}+F z!T`U_%(E(6-JSDnHfH9uRVSeNjY+u!0Lse!`g0p-#^L_*$~g{Il8c&OV~z?J`wz$( zyR&m2zkh%VpD?N!xTzejCu4^cnU~KVUS2E6N(&|R#Ak|tTro{greA3#n*R~4N(O4Zn3$@k8#B|~0;2Dk3kknV8Z0v?v59_BF-(XeKJvraNw#_knVTjepQisf;_diZdcRaPK`j2jQqKYy)s4s2PTbcjalF z=070}kahr~)A5S@Z2#L<76pvKF#VB?v&0Waf>(T?M@I1;fzKGYQ`qrs7*r;kw^U{L zbIT0KTHCENbQdcB1vctdW24Rm&ZM^ol;9Wm9iIboUU2BDSJG^_GdcR7iO2Rl#TZlq z*Yw`~=ZqO4{ZLeumtk=@87kl8fbC-J|U1_iUDb=o5y>fuV@0T9Qa0}(aLz)?If2Mk0I3{ zKG(W$5jI!N`l-mvW8Mw`YFdjRc{M}!UffHtAz#!lY;a&4!5Ep0X@Xw#I=fD(} zd$@`pfkp)I1qA4zsjhn>y$&QnmaF|_v>X33##o7&LgUS~HxLH@2DP!8YR``gphgG! z8m53~Ut917sdEFcU#!J@Z^;KzAB0FHcOkbJ4fGK_VrR$776B?&_ifOulPpA#zyob5 zR%iIn)luYRL0IZ1)R_pevW9|>-1cl>M&##$Rt-fU?F8jVuAIPyao|912o0d$iwtWO3EPtWD>J@^sb3X+=TR_Q?$ue*X3! zLC{mBjT^syx%HTynq}hqQz9Uy?g+vm8Uv+duw7E<9Q7Q_-h^Lv<6nVPshgr>|4q{s zu8faK7eaKJD4_7SrN#~H-HkYQhwQ|Qqz{yIdh^}p;Gxf1=VNJ_7Xk7x`!|%Q`0Ux= zA4;U^RI8bsZKB~pnD3@(cyrHqcV+~!x%deu$C0vzcpT#R7dHX-Nfr8a@IMFenkamk zp??hOQqL_lsDYhV{`|p6uoSTPeFxOvyTn#g6hJ)DHGCh+9=YT;UCRfw@ zzpPvn7q_J3Gs?7Ku~LB*s5=`lG=o+(P**c?21p;YA(4RN)8W{3^&8{?q)DIBL19?s z#fu1u2rXX8@i5bVy0wX6^W!xKS9`&*?>1DXjt6(ze+A4XS=?xtiM+kSLUgvAkE+_6 z8nQn*p+(z)jAa3D2ygI;ZcKqDofx{~zeDN!G?ydl={JCiI5=U|}h?f@hV`vpj=W@Rs{aUWc3BHkiT?_3&|z_cRpVU)$jbZ z6oC&-g4QU>G>`g_)f`lU*CF?#Tl>40b>{-ea%a$oVybJfbH>}Y$t28lT10@0i_6*U z&2=Y`D&scizWUJxR502x&9Z5J=hmPfYU=f)Vohyqg^#kuB29x;ZI8GyOGO*8sGQ?g~__Qyu10R&v#lJ-G^_+kM$IjMKx}BJ~40}RvyOSE;Y1?ydvE^#VETD+LB4) z`6)I;i+zL#7tHqp{Y7B2b+Arnym$71(m=ra?;{B4PPG2>9S5i!Aq6H)X|XIyg68e` z9`|w#s}E?~y?0s~6b|&S%(-aTua*7&zQ(SiGlTmD_pDd&5Rq&L9ad!P4AMKW#qpY9 zl?0&G2~Vn>wROyX)D!3rlBpIX|CcNJwl|SG!_cYON_Xuz$JSHuP_csWzTWPu6gWk z$el?MtEDfj-tF?``U+zsP0s<`iFM9|to>%210mP!R{;aAPbZZB~Zcfl0*m{Q2ee4{;goPsy%jWGFG)a zSh?^j*F{RGmgqapf2^JvRKo+w&dQ4aci^#a%O$EGE^!dm?yqru{%ErBwoy`E!d6iZpHNXO>iRZJNYLk}Ute4#Nm z0H}jo2fPrZ0QB(W>lSA#$FX(#_yC#LP=P+$sAG@tWe)Y}pPCjQT(^t9sqtN2Cv7OA zs&t%@qtz~hKx2!p%a5$m-^vCDtt;0fR6f2*Hi_|-_alvO`iq=6b!VPieB5r2vHMqr z&l0G~fO7UCH?|Rvlzu5MC+(JS+2)MW1;PZqvi9z;Ry!DsqT6@n?@lC7G(oER=Z&s0 zgH*qmI?*W#^Sj_~rxF>kH_wDRIZ14qysZ=-fHxyNnI0Jt4)Z;p{3Qy8^6R$`mUZ8m zQJbu^CmJGpht9@<7G{5*UL;$gAHUzthx-3-ae&z zTIrNx<*TSsQAsvFCTiQ35(*1izr>1Zq;Vhk=u0%$EC}Ts@4zkHQY9(w=23C79uYvR!>bYwQm-{bhw$BKO`Z{Kkb=&CQ6F_~Id+@$>;J{lVxXOp7B8?XkM`tK$MH?wKuFVWQOJnu$3YrGe^#JJ!Fg$#OMU0=D^i=IupsW! z4J_!pN6Y@ZF1BleGX)CZPBZh`u;hod9{VdT=B_^>_;_ALPWFbFj^^ltA%;7&LRF9X zm(RWa3+mR5q}NJ*8zlKioZj_y&07FOLl_YMXImfgw%u4kPaX@J%hbF*FYiTQ0C{AD zPj%(+4By~s$^QGKKNQX^gx0Hr{X#tfuXpj*1*$P=^|-(tBJ z@thzO4L14vgHvVnPwbYA*_mk|AR@X|I{|N}si(KLtsqtz<*4!Pk~o&9sD<(?zMKHa zSWgJ@ag5kx^K+OOPc`D4-d6+2vS(#X4FPbk8>q?jYF!@#No5A;fiv_wTLu>pH(qE*QZxKEC zduT6j-Dg0J*0QDf0V(vYVs#8C8d_Rfat`75#UnTzo2b`+if#4umoZ*2==q3l!p*l; zs>y17vR<`V6G<}gTT*UqbKp)9~ zf4oIkIRL+9={#H?FJ}ie_o6rL7PrmbEG$2Ubj;}96Z$WAz@RLlb)Ul$)RWler_pM0 zPCcsXi7!D&+Nu|U6an=g$gKbX_n3C0n)N+-2(BYL$PVV_OwG;BUu+>`Vq{;uAcQ=A z{8))cOxL;YE%N_h9&Ls>XM?{++^56gp$~Mqu|3CM$!`8k|6j{3R$!C>uL#u1DWODE zg5ZwdD(yh?AJ?I<(ifViA3oID0(WB&+L)#d@#Y_@zSob0B}A7;m=06yPCkWoivge~ zGgm<&hlhuU2A38h?z+|tTIRhLzlc^JPuO-346yU?6l(L#ZBN%JtEyr%0vZhH#p6FT zetp%-dO;W2Hs3ry__oh@fD$60mfkyBa{XHGf_d|r*w5P52LA_KUeQ-e<(*8$bvn2~ zGwrrmbFtt*NbvIVa$Oq?1Om8hb>vGxuw#IP3=7C=S;fSt1Az4W`fA5N4k+}1{2B5; zvPtjF2kj`j_iVcz6=7K?a{calA9l-Lq zf**q@t!dSIEyGww{>aF#G6tv&Ubb7*3qqo3gd=XdB7wQ$l9RhZQrg{@3V)vIaV&tJY=*(@Kxom+_H%l0~0xkL9P25^tDKnQ!=UI=8|-)W@% zDIVYopUc0s(38Lw6oEGe);yl;3!9pTNt7Ip$uQg_HWOB}H&c`fx5j$^kSRMWVVhzv zWV0{~)8wCB*OcD*9`NPJ8|df{gQOxxd1Rc<1}zf7XTuDYLW%-`@U_5=do z0FqS)(EkO*%uj(R@>b#u(jY_EKTjd`VBfH@v2Pv2{{H?NIJThGxM*W_%UvRlT^$B` zL_h{hK~LYGE*I>1zMdoH_IyDZBXC7=@cMPvI7UCF6Q%sMv6i>ST}+iqV81F_LczW; zmk;8Z3<4jfDBs!8n7>gllnCFzF11%H{PEnnR>e$8&e^sIBVj#l!bxlQTmR z-p*;7y+H*{5m>X_<(7_O=In^P(&#NnDG$>D-%Iv7@i{RW*HFep8%J4$I~KXdKZ!f5LE=H(<M25XK;<5L3z0-((Y?pgt_F*(u!^3_K5d!ce>_g%vifMU5n{%~jGuGkG&R zgYXU0N-eQZZ*=wup3oAOM>TTy1P>}g=iT&(@$orNOulH7^$Pm81-W*qiza3jQThMr zQs=r#f-;muD3u_4vT&ZDvR-S`{fkgQLU;Ol=heQrk-EG;(e|XT`-4u280*Ey6i~P;N#&KzMJ7yc9|=Od@{|}1TFwPDfUV4;ng&Bjz#QvNHum|7OE#oOYW`PiZylE9)_n^<;06QtfX;it) zU0$N4`*6Vq<16Q{>&*)49S!wUdV0UqQIY}-?V6tWtbGrY#1Q?1>9w1hH~!*(^!DOK_FBjHwH!8iOm$9g=D1e%=1(a`#y!7fbfbNW zP4c{}qL_>AARyG{ys^=`I=?lUJ3Z;)>h|(RrMlhZ3hw5@J<}Iv9eB3!Ctho;oaZ)X zS$Yed`7Z3gHTBQ-@yT@tD4w4APCqLn*xFATB2g;6u`PCm!a!WbHa51=T<~(Py z`)1^`7l}sS&gkKu+I38f{mXyy!vXc-EO$w7ZEm*ZKXcXUsxvIQ99k4lZMG- za^28|OIr{Bd=xwA&OQE5zSu{KAvZqJNbufH5=h^UiKrs)e)`S#Lt_-nBP+{a-%|Fi zY=s=pIy1!fnYs=&(efYdU`7}eW=}s;d#vRUZDX#6pGJ~&G9dl~vw8TUdR&+nkx2OS z%lZD%!*9M$Yv5@AHfP12^;_h2Qj1 zjf{u&to->ndu-fIaRnVa$s&c3IFC%b8k8fe5$Y7#BmJ4a7O)t&cxH=*HgQxs5s zG&do37SAM$Iwe7$_(?JsbFE**q3znV$3o0ZQBdePmoH(O8!vy_0cZa!dMQ$eF~!DL z)m?NwIF~7~_U>-;l?}C@=dBzuy`NAwti3{|hRMYB$W$c1?Nv|1(2GYF_dTC(i>VUr z*_V>KxCr>g>T14qvmr@MauxHq^=g1i@AfC(48IU_!(4L1=ySgdEH`ov&TsDXJFH>y zKWctsX=-d3V2KkrM)PUyXRG@)pn9WNiEDgki$CCq9X3)=XSJ6deqvSjAi82Lf09eQ zJ%z?vUEZniGf)8KppSpcd(D%WyQu8$p0R_Q?Nd8tCp(`Xv^kWvIu{_>=^lu_>r*`}EY;UwE*~rIDC?kWYxgYQpOh~FlLX6` z_N>pJ7vAuvEC~Myj=rtv*wyQ~uB(qO z^D`=8#wn0r>F#a*%osMarkn^uYRmjpPwuj`nwd{*?|toHVz`UZ6g^xy z$!|*+y*qrNA$Wq%-@jtIHOL%aOjV#qHRf794C}-Vn@$<;F5^&Ix^Ip&*fN}TEBV(L z+9Z4V!iFg4ZK5l%InTIrt__`2s4ADoab-5*=in2D+{i3AObW2FI5LRp9mo7jMNQVP zV*;d`KJmSM&(a!*?L2qlyTFQXLNC{kp`Mn(XmQE#+{#>kYoDBthn$a({Dam!MWwJJ zp0peGMc?mKjd~k67jZc17CMHog?u0t5c?Sw*4O)l3Y|9irOtigy-%94zIW*vyHQep zE~A~zt&?T#b(^g}bfXK+a5T9}sY(=zX=6k7EmJjIF>?J^SvmEDENFjg;vAF5rOkZ& zGHn}W`-My}o8hmgO!#9ak6GsNJH)@vCq8~k7HM>5!^IcPA?UH7U-_CYhWeh=U&)>wxemRMW0TLQHMsYg zx(JJuua9(~+$j5H4)L=lx*j^UdMfh=hW)i<=DR|t#`>+;$5Am~%N&R()O3#QqByHGg`DhJ&dBiDh2KX*JAsY`F>h7pEWh+O?#NuiWx`LB+H+&Eb{B!FsyhCsV&&6KTKD({ zbCQj1I&{)bc|wx-PTTT)P9K^(FDYj8+_ZSB#T8@iRQW5#n}Fyh(Zx$Rv~;&$C7qoF zw$@g@`S|>X>Uc>+T3>8s&gjh#zW+`@X$+=jUS&^9N`k61lKnf(WLMB2{UA6H*ZNXO zZgpypTCekWcZ$SnvN4@`pTo!Hipx3;j@<-7g4~PWf*Jb9Vk+L*^m{fu&8pMi3~f~N z59z|i#!dE8^61EMVkhsfd&`S$b&&v{k@eP_=d_`}3R&3?cF>KjVkFleKYbH(fMC5v=6IY4^rOKnlOSnRo zAN}?RK>H3wl@FH}rg9po0wvM2qb-#ceTLHz zYrO|%RH8Y7Q8Jx!3&*aB8(w(Jg9V!|=59#k6~m*p%i2v^(wI(M z#(ZQtg^KIN^<8h0^OOhFh8%Z)b|(LH{}VPIZlkJiN-*`((M9UBO&ZOfvaObrr>@x} z2Bdo$Hsk0JwDDBYuwufQa$y&pz^`VPdOKn~Jh*)$U9GMcwhy-d$lBgN2X)Z5{y3V`& zy*F9KlVzB`G{qsLqgc*T*7WhMR}(`;<&L^aoS%A690?J~`2ex&V%)g`rj1GHclc4NsF9C$2i)B?dJoD{dd`C=K%`^Vpbcs%Bp z+Ds>YL2mLA?nYvmT3q`N3lZIv87#_}lLbTXk(2ANn!9=$iNbNFMUv#91SmY>L;W;m zuzJ21TCg*#{!p&b@6IuwUhibzWbTaaS4RcA*aY}ZdM=X}9WPrFIBOFW_(!*Xy)6Dx z9J_#A7xQ&_f3MsdX*yy4_^!JSb!7w5PG81-S2T4xA(%{0EfH|#bqK%sJ32z^M15mGO;xO%CK!*H{s@ptp6UGLdFw0pf_ISRq%Y^EQ&f?(;H z5l_6fmEx!IrTGi|AO1?nJC!=zy)8dlYfc3d^lh`lb>Z z=p=rhvB$9=Oel%#{rzO1R0uBF3)_s$otZrf_w&~$MdKs4qdN^69;_}7bLaKPM{cs2 z#SKP=%1{R4h0sI5ef#xtpJ{>w{CITaP)8?rpGcw2^94(swoEE*H*}wvo;sNjmrJ3b z6Hk`X(*kBEQoiD9-$XnQ_exVyDHyZSv}X11M>Q+zs zgjKL>u+megAv;W0oU9xoPxpYXvR)@&WRSyRvt{{LZrIi)HFXia*QGoT*Mz1{kI^1U zBI@^vaUILOeYyE%_WKW2({tzVuK6k*H~M{NLaCxa`7`6T5T|p#ZId{ewQh4gS*|?w7rixmflrt4b0aw8O5p!&Zhf}Y@tJi{ zM|j$~N#EIMRnWYy>+9oKRjY?t2dZg-rS4MZ5Blh!o1WdhfmVw8jphuk+CvG!|6>Rd z+`7g5@ldFJ$nhC*Sy^4eK8J^HNrtttI$7MF4YGY%c88^3G1-ggFFs6=)zbx<=hFo82VB53EQ&7K(g~2?AI`Fl*Q6SoeY+V$gjDy zO&Y3`dD!p0$8o#9Z(|6!`lRGMk83&9j``*b+Aq`w^%gzM^Ov3-FRyBs9K!gPdH?G9 z=ZHt-^X_SM6M&DFfvmduCNUp67O||}8SE)+{PNwJRFdJc<>56|C@TpD2S53BO- zGWSK)zKIAFo?r>~2Ik&Rh!!-QH`-dL6&ot{AzpG@YC5ezX`*BZWf-)6^d?(B(uOI+ zy`pSD3uO~1^otiSel;%AYYJuic+l;#|H7w( zmk_hlPDMfx5VXHi$Du;22;+|cAM28;U$8ftOAYXzZZdBMk=whIt*f=EQz!c2U01e= zZ;`}f-*OBOZ7pOy6W!oL_QJEhL)OuPw|yB|VIwE5f|i3?4i6%6Iqm-vya-SgBQ9bk zw`moB0OvN$Xk^OHt$l#~Yctvi2M_nNp4Rb18 zJLODdkH~nb2isr^%ZJz?#OadHWx!Zf=v=TqS^JJkR@@bxC&faEarjj=1a32(5&^kP zUYeWyFK&3e9kG}jmHBsH^i=Uy6g@va_Iabrl}O!x{y6i;M{_k5_ulnyb8_tIQm0fB z0-r9HVtM2j10D2uPw+?HRfVQy%EQz732bbfO~-JQbgP`fc)wfQh-jFk5LtoaLbrkZ z3FUPn*=_T7Go2g({Hm9~Us&RkQP8E|@Q;5%0sEDsb|mYzOa5dRkuNC?Ebo-^2gn{n zw#jA+(KoVBBlfL2#Z3hh`WVt=%lzN*h;{G$D5htHK)6PZ4dUvc25{pN<2Mi$Ibpfb8;$3Q$ z+~u%O5dJQ9@@|hnZo>K@;4kXk(*VtpvE@C^S^$em|wzIRQz4_lpYyA}`` z&!uCaORLx65aCM@Q#yMFk&snZ-8fcm-zxR1x@~VQtQBOhQ{Buljp_|`4qW|mO|`G& zm9Bav?fW-|Y}mo{DO$2rEF~OL1D`1>!rF};+7+0l%@FpI*UQT`_O9n&1T+_Jn~YHO zuWRd?Cq;A(R4Ll9o4I2DqA_O142ND`u2W39P=V#T5sy`oGiLSu)%VMD0XLhyjoSkv zjS6TTuv(QPiyRk}BG)upTEC;MAhC8D>A8#@T1KopUh0vv4j65#S zG?LT!dkJd|?!mT0*B8(y&HN8d;bTA=`!t(ksTzIMQCreuj>@l%VEvy+XDp<-| znzG_oHIVLjIxRyvpM(jDkf4Ayc!Kx*hwQeF{<5xe>zu&5n-Qk(x?bb=2_f)VP<4IL zoU=zprR60cv~EHfy6`7>S?={-1k@6WoZbCq0`S5BA{S)?0VBlgv`auq`%@Bo^&H8~bqdXhqXZ|}yymJF}uUxVnOmF!TH ztP0BMq?RuI*5evGWb5qS13aBN0LKPO%Ok4k92_}rS+Cm)X zqrm6t={w8wPaRB}gv>}MfH(B%a&o#At-> z0q${7{ELjZH2d?s{UYPeYbd}dQ@*oU<+*)M05r{P{h_Fa6yt6s7nr7IUn(@cW!hv zn8kEO1WaC3AXkL9c>_An6bx_#bs?*1=qXBKVB^Dk&R$Zv@hl2Uplq+=`|I!K525~R z(;Wu;xsf^&NFT^w{|UJtG}Fr?&k29hE)Jwp1NPOZ0XcTh*Bz$Q`;ou3>MzuZe$8ep zLIvOj&UN6s*vpP+ez~gsF8|~0Ki!CwOW!EV&6}cd-+v;Hboc2Qg$=9cOE?{(*fV_y8#<^S_^0B-(g*@5IQ8dZodVR3 zuVYAJRF}<)B*yNN!0G71M=O0zDrxWMmzH(z_HAUw_9NHnFF+qyxU~=gkHR~3{#qA= zkq#g4*tb_H$_fYz7}&CcYP6>y44lq3TKg8u+v~Z&$UMsUc@rh&+GKxenfY@VkpnhF zT{(`xaz1>5YHFoV_rhepP)W^u#d{S@&FLH3!w`9BoSKm7qn_IEX;M$hoInm(iw^u_f_ zPT-C|2)b@y#K%^wOrbI%aD@T=F-IEJKI23u4_j{XLp4%#OEfC>WTbi)QTnx-7vrk1 zn+}0P;XOD7xVTiuVO0rBi%YzSw1&D)0sOq|YY4MtsW*c-JUkrqNP6;g#X!3Ev3b(} ztVbmZ7qg$C9_E#wA0ah$XLC3$2;Vy{BsX7WzQsKGYbmVzv}X-@T>F<;Pw%+};fWbH zbBVskK!zd|Km!H~q5#$WmIk;)&q19?5p=#A$#ow&JC|A{{r{8|Y(gC)LJtC=9z^yA zO1co~_BT`_!^Hk{=~L?$e0p}@yg^Icd?(Tw6B{|c|Q8$~Jm5cuD^k|nGG|WLM$pLh}w&CAFpE9Zd1Y3!S zh)}NoRb9ZSONbZ?EH0V?i6<~9D6`9eWM=zAlEc1&%e$B)8426J!dyJ!g@i_B9HooX zgP~$v2ev+r95i7icrMD$&hEctn$rI_nWo!5XP)3#Fo)xV0*e4TcnnCZQ*1lI^=)%= z^R1FV55rlb+Z$EBxF^;(;8a>HZ`!^;;N6*Dr%;|sUc1ET)^brDUnR6>ypNj{12CIhMOhBbP41%E!T=(g?0I!(mG!z7y2e#D|H88hQM1#+0XMZe!y@ zEB`VsS?#&mS{z{G3*lg>9{RymATJxOm^C>0zW>&k%fu!WRw?G`)F_3y{HNAntEroa%g=de&N2`@=5x^ zQD&Z5!l1?!sAQ&6xB^G$EzSJ{ptB-Q2T*?QxH}XK((&Bf@1biEy){s*x~HW@p{S@h z>d+|ym+r_cyI>2o*FDv44w(29%^=bw4FeS>vUde4dKB3}1>@&Z4g- zTDALT7UXg%r9Pg)jJi43$dc|WpfiyN(%!G)Y-+FGCcZb}bAIXx#J$iuI(^X|#Ur;7r#~_aYm?G$yF9O!596`|409)~lB{o{Ql ztk;g$>gVJ*7y-6^gR%G?f(Y?s%V;;$`JD6347_PF6F}py`Z0vN#QkbK#DkcUC})xp zshEcETT@NVo*WwL+*+-)(cVwcT+wvC`CmW+9xax>Naxs6wzM#Tx*l^ z@tmz(KM`Eun$4!!`7-g+RI2zz5>kB*HXCy{g~Z~r7`56t;=G{?FRf@dzm>mV{&5@w z0{oxA%}fY_GexIZ`wl}^A^0ZEH_)2RPk*23cfIbiBPCwWvpqX_{|iusnzgaUuv_~Boei){4pMMF!LZ0S}%=C5jmu zL3CyRDrJ^SFS7SRv_g9<-wHXwinF?bce?KtV6S~s6^At&gGbgJYd<;_`hBLwMf4)HpMG~c_{Q3@@>*`ccECttg?u?nldjA|RUAD1>l36%rS6Zn^>y2P1@To}}0^kNyT`pYZJ3Su9RDpFE zoYIz;^r0sMt^4OikVtuqm|hBkFED} zfG{~>j>EKA|NHl`fOiy#L?g(h{je_DcJCZm(n!z3^n&j`V8Xa7cH61v3030RZ4`l% zTY!az&dWde4|#Mt{AxKQ8SKV<@*2zpmH?R&IJ>=t9Q5ChhQ-|FZ!~XYe>f2JE;8-` zBuT5sSDfI!Mnszx-g@&k#$D<;n36lEa>%`exn7@Z-o8g~V8+a!wjt|$F(onKlyxHS zJQ3~?$E#=M1P6ZqUb>0QA$p)xz4RX4poJ7S`tznr(I2F8d0iio@vu`w?cAv9r|vf9SXUKK#o zZqwC_+(SjsOB7M)9|;CyDtdU9T@HpC;JDk;05WlKJcW_L65d$3fCL22TKav*T7OjB zSvGu|z2`$5oi*g*yl*-0Vm`*k?4bf=O&9)YMLKG+aVvQ1>e2RNRIar*kJq*RP1`_d z{P*j(Q0@f-_Oi zWY@{DkFxb@U8#VyITgZ24R8hBD2{D7Sq_%_(5l?e;ykMU_1Dl#VQo5O>^X6s>lkkP zwx1mD`&>ZIKW0}3y8d(wp$+u1d zYUlURJ2)5&{E-_42L7Ws-Vl(LEn z>0Jf#Pplw*h}6CUI=ayD zZ+)*Kvhv|#Mp5LGAfS6K1o}y|gmiumf^S2?A>rW|RPRo@vqCxV!NGx27#1cb5jpw7 z@PgWZDWF#D{D9jYH={Eal<@GbBIMh%-wwbOBs`yWK+C@g&K5!7%`t$0X&kqNCKF+K z-=gPG%7COwSY~;UmE(iqUWuAxL-_q;RW2aEI$P-jaJkrOq`ySL+}u1PiG`Kb5GrYN zlf=mU8+;q4Zk>x$Po1`oGqTf#CY#{V)7?s~*F|37B)GE=)eq{`-@i*h`R!UI2Xraa z4@bnu~oFciX^+f;=q8O5qz4^r8al_J2{K_NxWz_xPT_=fefqhmf) zXzd0YTL@t4C?@5!%S85H1a<*QKZB!%mg|(?KeexjgF_iL9LGUq(CrkeL{s4g4Hi^b z$Asu07GnJ;ArFdq@W=n91)%Gk#@7#$KbhU3I-H6f*_GlmBeqM$@?K}5)G&b^hC&E! z4fODC;XNN>Vq_d0;e0qn$lIDUV{=vDzb){Xir&1zMQC;~7fy`rEGdiDsf+3;IToXx z+G;a|!v+djL5ev;r$!JB?QH0}JP#P)UA}x5R;7sc8+$O-m?NiV@b9^EEb1eq({<M0JJ7DTSPEp*~&d^FvYyerA1{q`+0M6R}n&0}DF_CZ<5}nS-VN4Mb8v z>;8WVi7MtvA6TAt0~-@qX`&>&kkk~X?OUNYuu(^xjKcF%_$XZ z#OD8}C@d6a17a=QR>SXsT?I$@M)0Ef-9N*2>(*qlKNZ6KeC6+t%=|yK+H0drB~2cM z2BO_C-Tfex18thasg8qc8?qCN;Nt^@=kWQS3}r?jb1b`$l8ZI4V90ttgfvDDocO+L z)VPpPM8p!%NwG3AGOF0CSjnvdjbU?j*d)p#S=IFuy!M9rfxtTBUY(!cWj<8+ zxev&(D`8@1`Q9K_odxr&AJ}%2<0w@ptnl?2?L#xgfE$^AEMaCOI z(z`iRvn;m{SSTwX%H}Y(ZqZZ)25MO_(*3~4wq(;P?>d4VDF>X@G~#%z>{q#r+pe$( z3JxEg9k1sAM=~Snm$g zLF?G{_zuV?T#%ymAIW z5;8r^4X6pKT3Ycu_OsF!Lxo2DkVMEv1k;CWJjyJnb&qlLSV>S`TIS}N7;2CND`ai; z%*VvQP$y=1WV>1fTivC6*n@1;BM<$d?mQo4w6%`kPzv=21qBsC_6O9(v$3c>yUc%m zlFS&Wgu?zD&{$U8p`lbZHcspNqDTue@@Dn7jw5x*{bP!?S24qdWrL@#-)5R4xQh_3&46Pu;h&^0dg;F)GLrRDbY7D z(5`zKF<{-DD&t1oEwj5eHd49UuPHm`0%}AWpgEq;+PWWl*i8IcC~Q5}BDVk*vUa90 zaB@o507KY|{AftHh5JFR*fbnN4e}5LtgTfLxI%r}M#^l;%t4|98Qx6gbomU_VsH~E zz7J@Ckjf0y)*=%gq@a$=VLL=kPfw!|CK3h)25ip_B?{2n89;;wP7c;H7@}hHz97)Q z84&&dl4j+50w)3w_n6%9U9N-FHHbBdWg zP4PhH0hba`*+QJRPL5XcwCoy55l;Y+x@uKX{j*lkMYK^F{E!OMgEad-{MJ*Bf(SPJquY2b@eqRoghYmz5`b<2 z?seWb5QC0?-w8&t&pZQKF9ATqLhEVFxQ$4sgAvIySimq)3gk^}P~Cz;L@FBm39vo_ zC_}6Y-~nOV9YUS&8n@jt(RLIOi-fJ&pNNTQERRLy8URT;@OUjQE>=1Q8eSZLs{v7| z(0t|!uR<^Al#6(HZ0ijIxu0dDBA_n-&tl`^A`(tOZ`+)YvmpX)Cvou?3X~jo!GjLc zkQ`2+H`T6{GXJo}Gkc55TNu)mpQ$+hMtSMG9(GZ{@vAgP(}ZmYnNy;k{!Rjz6fblbTDatMx#kD>F0K)-+wI`HZ8CRi(6{zn69-wKujP>=ovj_?i4 zyZ4m0rZl(0V&mhrmj79b6&v-JkUT4xY`Iv$;xYuA&)k(-$7+;zrK5nkc@kox0fPT1 z#Kw(?m{|4$-`|KdQg9wZS0uak^6&zPfix^Rc2_u<42Tw)bf$q-Y)NOaS&wOVDmG}C zkve-eK|1&T-MdR+ELCG`nfEpt4MgLG!tx5M2W0Cf01P11bSbdfcqjt%Q3w&n&(%_2 zF3JXgiU1JU!75vpWt%7{C?2KDC&(YT&08#FKWywtd7SErM#h91hxJB#RWrk+g)bCd!kww8+!UFtif2e_h zK|eT^JvYFyB@HQVmbc1p}eKSU@rD8o%ww5-|5zS;?y_ z1!yJAiPr{vuWa~Kd75twzuhO55_6Rm2!f8QGpkMUF)?PRn@!YUxpAV0)}NJEYmWRi zS26FO%@b)H+>cnoXm_|z2Qo4n2E8SwwDIq>4zctq?>lH~UTG&yQ?C%NlUqp$f25 zw&pb>jj!q4%5GrAA=73$p z`(cxbS}z2N*g(!p4NlPgY+wasWNaKcY|Tnf%Eq2SB8=Lda~CYUYqNVZ$FRb)VGe2{tqdk(%SOaba+<1u zNI2si*&cnTfhFuur!^rPc^kFYPIw>iF8;@IakIFheJi2xPzhXCnAxWyzCcm)1Kh>Hz)5N$ZZ z{V_A*4c@GWh?wZ>-vqQdt_h+*DftrsLWXm2XfAU_GUg^}z6 zB5ES|&?%6Ejhi@JfCo@CATE4hMbiTKS6G__Gz;J&`=&iE=&hxIU&)(mJS{zvgoI2k zzKQJ5L8pZWu;p;6l`M!P{{8XKU`!o8V+uzAfF+agDmzFcTRtF-#1=l?>ETb1M{L7W ywT1vo32R?O4&8Rteg8QDA%FjWYWd!Fej$&)Oqoz$u@MFT$w*exO{4FUpEQi`;6mvna{pnynsBPAdbf=GAH3@P0Wf}}8XN_ThNcYfcu z?ppUxxUR*LHJmx;&F9(gv-ds`YAUigPspDjAtB+&%Sme>Aw7x(KhH4Gz$eZ|Szbs; z>U#3h5?Y>Vd-EQiKR!&fEie9f&)6Imi%%%`d8E-bkC}z!=_3hzX-9R^;zoC5WM+(< za8#Bo4CW6XpD@#8hrG}h7eqn+7)zyL$+dQ~5?HioKx4<)S6}w2G=%nzOF{F7-;5Wx zdtRG> zX_Jyt{DXpu%KA7&b863BHta=6Q6M)t&R_};9S6tAX!egt@&s|6V!ifksW9t>CIOPj z?$KooS{r;)Qd0N5neKUy#lgenPD)CZ`XY5qX&9W#ybHtoYzNeEehD*4-6j4JuO&#&c-crrMk<8G5UiFO%E;jw5Sq>p7)D=y#MC zA&%shmC57dTCRe|31Wu^B|61Aud6>z_H=iHMrdKk(@0_zs;jAe9<`?D=bu6}7F_(~ z$&Tm6yL^?gyZM*yn6X^>1@)pu&5|J zC+EdC89KM^@#Rrj>TWnZ0j66Pmy{&u=*aO}xAgt$@9)vL)34-_A=zASmbbNw3@1mw zW2j$Yqdm@*iF(1n5ZV{d^u}Y~D4JSq=zMQhUS2+18>Zvw<8yK{EOxS<>JaziM^~0a zaFJ#q?rWXmHuDO{VUdfaot;16YR=TbG$D`Zg=QbkR)0TPv1SE2%sjN2T0AN*l%}S4 zV~j-wD?T}26;-}Sh4uT388-&iUL2H-ZMjOz%C4-eNP$Kwr}BQ-`kVh;)Hf-Dh{<_- z{8f$pe7{AEh>V&VJ`Oo|+w5$ruBjifs;Vkzb3CK+zmnR8e~8Y1`14cx?OVn3 z8kf!ZOLKGc@W@CyIyx!B@FJ5^lh8zyAXKb(yLz675@#-Z2J$o=0yxhx9xi344|?C# z9krgdOlZ|-XxZ`_%1_fZo5T!ScG~jhj#`%+lx&`PgZVQkA*r1Hrcwwy-qE%HLLW=M z)P?DJs?P64XgL(J(46h>mms}982m~z>q{C(1haJEW4_w2e%OukCcgxm>gwv~^`~rk zl^BWk_xI}>8{fFBD^YnaJrZ=?Yy-0xV^UW5ajYODEKE~RPcM#pz_OAaUtMHsuiTbQ z_y}bjhJMhB$7(2PT_pIraRt|Nk7ufhY`@{p=;#ymD`aHkBvC&>q?O(n_K$&8_VX!+ zhmJ;lke3{(ug&E#ojT_y~stvZLD(D2$qZ3X2lN;Q2{{8zWX=}?uOG_K= ztB{~TD94kK42kRXIcQ&MKO7E#(rdte3RXUbKl!*w^^-jj<%JESuC6XQpFOsCv-g=o z>BZSu_v9q08Y=#$$x`Fv0OJPNt9d_eoAIL6i=?EaC*LNn*i1q=Etc9Id0u^} zJ5hmeUp^S(*VVN(Uv$9AByFJNdZd!!6b!FNVPui08Quy}J_G4618Q~khg9Lx#vQho zEFr9h%zQ&)8o>?Gp+zKls2YQ}hmUQikPe!1EpK^<@teM$( zVZ_HL*;z=XMuB66%j2)k-q1=g#1>}iurktyoW!GOL_H;LABT+OW6il!goFm3JIo}J zDJ3CU4T%S%tx->AOO-ojD-b5KLD*{2o*$kBe?~gI&^5Nz*N1j<`_^siz%&bQ zEeLX&Kycf27n*6kiPN@-6Ni2;YyFZdtNrPP@NJJFk>7QZPXGGgTB>-lPLdckqq0U{ zj{cj?37i*n+L#I8mPhKO0ReDi{YDZ-RULW98SVrnsF#S~G7@8a1RSPoQK9GP1vnM1-r=cva7nLB7}g1{(~Rc`3j9gSN)t<8z{Z_NA};Cw1rdBiY~G zULHp9v}a@R5m`REHZGwZVx`ufJ}QJZRd1_rQ*`UVH{!E#L#3&{AB$WBB?7SV0K z+@J9JxtRa+5}ljIX+54$`dFKPcNerG#+0tjP4@Ta!RVcdrX9gwu;%V9Pw?~mVa!WHKiEn@nDdQkkAbx8yTlL%E`vC704z?+;%fRm@+(rDlB?63RNh<%I+D>mAwM7u}HU!iq)_t z4@Au8!k)3|Enngnn0e%Nj*k}nNM)i!4DDad`&HS&3@~82iK2n; zKSaPK2}wMumAEn?9dz1DKG-#IoG51RTnTMGRPE@git zdyCwkpR6F4fdNbdo7cqm=q<0q!T{(8ePB4$>fF|?=3z4z>Qlts)T}+94Tr&}?+1Uz zPPI^G_-bgYrHdL@TT4p)5%nh^L@sN^tz9gQ8~gmI+!Zn~4#o7I+)s8{dWD=^Cqq;Yt*$@VQe&zKzly$iT6iX`^r`n)UYn z$@=r5Ocw8QouWF&e~y2u?r8XR@z-tIHj&Rr7pa>!EU1n1DiRWpz&{jp^poW<>YTBy z!}D`S7M5?fx4z)%NPDxjRzqn5rw5DFczAeo^YgEmnUO(yd&iZ`%&lXk<+72fO*B?0 zC5`fp%J`h;c@%{dOlKSWK}L@S3P0(g*lxRD@YxnOUFcg8WM@BncD4=K@L5yn7LG0w zXliQmTna?zAdl+m>CrGUQc_nZsHmuT7A5lqheAi=?`i~7MiyA(UA?^))dq;HBlQLQ z5e*ktoX>uJZ{TnjCwG4FbA5(M?BP_tn4+SW*B1u|n`-^tF=9}*^cc|~0=oVU(M3TmpvC#I2%kLkt5dD%Ih!p*g_6QOIW;H@Sx7i zYg=dzxaZS(Eque`dksm+;^Mlv@a@6p?tfE*FfhFE}boTF0`B;uo0(RDoc zhE|YV&|T}3a$lR;mse?Lnqy#}M^u-#^&RY7XveYG) z^N)o*bYAy`;RFYx!x^=SnC{QUO=P#n7MDeKJ3BcN|GznezXF0(`juPAAlam zwFWrzEQ!Y;v__efZ2;KLV%+d!WJIkenliGnu`ySQ-GedSU}>_p zZ2K1kTU9uF!U+3$5ut)M$A>3r!VnUj`^(&vpDfUqF&IUB#kSSuNJe+}hugWbF~8h) zbc~FQ`2DWA0r;)59u2~!6kJ+fmYA)v({FTVu6XHs~J+k({ruFbHVohfD33*VoQR|K5UYxFtd%+8;&Ns+mg&bF(d4Fga7hojW}0 zY_Ha)lUW`0id!e~$uINnCx{#afbiF8Tg!zeuQU;#pTX#OT&|mH{+G+>FX-qZqNCSW z`{KVn7a)x64w|>$0H-7nZBA}ah7stnKsohGHrh{V$88kCr%$^Oz+XveH4vSOMnoi? zQ8{I#(n=Ksu}jdzBEwoX0O3w|CS#J4o*|OQ*T_i4xVIp>f)UECt4nJ3xzL#|STD?k z&Lh8WG%Tos`%%8)e@4QtQ&P>8@i|7UG-+!nXS=}!#p!n}Ed#Ne&)GJJWcPC7;z$my zcf24&U{mm71B4$JAD_(qk!SRq_pM7;!NTMm&SRKhAQk(dl!557$mV)s#^z`KX z{r&rJLnou23&ee=ll^&n^K;R*>7@U4nU-z2$^eAu_u2d9jg2rJSU1SNnuRKlV&me1 z8XJWO2ndP|s-JuYSYl;)IdIm&#>dm!o9lF@$OYsClF0nH%(v5aQ%IqqYlbIK#?499 zgyc+qb%yUZ2Ogjy)71`(RF%`an;cN=LKPZn|4Uj_R8+9vBfzL|f}ow@vo8SVt1J19 zmFMkI@5j*`RM6BW5ET&@wFjf;-o;AGVi)yt`fluP4$B};C&V`?OS6u+b-|( zpeGDnnIIQMST7XKQ23I=_t8Rgk|+<+USk z^f+Loq4}&+Vj#e~>0I+Eai&n1cVhIrmN5VbRzpP{F{!+eh({e>3C@w2g<9zuf2f_d zQT`UG(~;k`+MVCt-fqs;9vqaO93EzQ94sV|8RTExx>!%CCD@VXTW~|=F`B(0$@(x| zA=OtTM?TbJ4OW9Thp&EL z75=Rk)O42^l4kf4#>I`hE;6^!7=%BeGsR(wi$xN<&B8U{qWjIsO@28XK*OT6S4Ktf z$fAc|keN0u-qlRtd%hwZP318fzaZgJ+hY!QmZm%2)inV@a`0y``rl)-CSG7uGJlv& z?JI`%i!c_MCupwjK1_+$j{$~4(-*HYN7b8w3uC(wo_RoRU%h; z%*RY=y_ZKe`PU6@(b3Wv8+4dm?Y}CQ>o>+th&|@>Es-%dMvIfZO&7csOGceSidpok zFlMR(tug|c>t0tD70?IrPZ>H$D14o%6=E3}9Ss*dJ{^OWuL10^zhe2J-RD5!Vjt>8 zPKXSkKs+Pl)uJSSiqeW(mQ>igeWT0C)+|4t>80QLJPxJ({Y@v)1`vC0o!u4V`kaZ! ze#e;a-xm>{9yFud&363yaQK^UX$_UVNv*;Om^8G zmX+!hKn%$cjED#uyd*p^lvHIq`tzmW5h$_I;`n}cnAV@wtBv+C&4fJC4s~#o-=wDE zzD>-@1jGy<6w~HeYsDY#57$#|4Cjt*SPe>`KD#Hw+B+RKq3XHg@^8lq0&eR)w_jEB zu8BQ7!o$zv}jn>y~ZZ6uCep(B9WDfRzZqTj-hfEj_X-kdU)80j}I_YSJd|3 zx5n!Oul$fBV#3z`z`M-@htlELFe(xI{mLwO$4;4)WdS*nlS^>p0h_UsHFE48w&In^)eQEv6{h zh&LJX@odhQXQvnwQ_9qv}zV9nj#z)yF?ep$sRkl$RuB=#|h#@|PL#mCRGbeMNbB$xGCMkTg# zs!(9$O(joj^{>!t8&<9M&&h?`vc1Zr`)|;$uB@u99q0Jn&|do}X&H-n7jXn2EP&s?KP#t>C!6KUL`Tc~2ou`>+!Li;yIMKip~wyi zJYMcx?k3fqjHLs6I&%L0#+hj{;9<|LyIW1KC@!Ke&(f8FzOCNH@xE!>-ndq!B&b$T zOIKenY1`j!M4X|R*G>!8J>RU6S>Q+*C(hiiDh6SP6<-yJo_f1Ua<~==x|ErkDi2a} zvo)UToWqt-#Uvb8`(+v2sTD0A|hdn&nMM7Wx8Wc9 z_s5{wYSvqT+vF7#a@2EWJcZQ5b{gEaBh}zHy`e8(m*}J`d3lPL7(n4iv(6my@-{JP z4z1c0R)ZNO1-KWR+01-kE#0%G$$}?DlCb_u_gF9kMVI$hR&RXHZG(b>Mt05yQg|ZA z3RT~LQm+jhia?$YO-E?{D&~jI#Iso`X(0qB> z#%{0^Pw|Bli3-Q^VOe)?Z~V`nGQH816?!Zz`oBWLsJz4LT{hy<(+2||qwBT!3V6&p zp@XwYJ3#rMrg^vQSFh#V`~{q7#SU0&wYEE-sIS%6LpZ;;ANQEhY0cRM;ohPrmx^dT=PbJhLA3Y0Y$A?Va0wTn6ttAl*n zil+QuG?`-O8$BvL4ond6Z+$Q|Su8-*pyX#qha}PyEG#Dv581Lw3$A3O-^0VbD|{d9 z?RY5wGJbDqsR3w*g1DOdH_2LC=PiEuYU%iE3|tx|eAD%s@VgYyk=%i#?Cscy{Tu>a>V4qQcmSsTMFAh670$P}D>)!=lUmPw6w8C;< zQmf1(gLX5$co76j9`>zw?m4-+WPJ9|si>$Bhe%8!MtpEs@w=Fp)zW&3z`}Gg-?H>8 zEdx9Q0I!lja)T!(zBgl|kb|FN&TWlUX$f(Pd-Qm`W2nXs{_bXd@Exy^V8^zy#em>Z^*PMWdd*W+;9au{5{uZXG-`NFELirNy8f|SG=I6piJ!14;80uaryxOz44hzKv_q?_k zng!y8DmE5nb^IR_elW??5HF3;YCqnYFr=i6z~_n2%$(tI9(|F(P30vG-`rj_O)$`} zQBrm#_yDLBW@Mag zDpq}WunmVce!6tj#`J_UYl}$EJ(H(dvz=tCCR4pRN1&@CT_YoZW%5Pe+=d!ZOtGMU zty4s141vU{-G9|&r!W56a;F17JUVuEr3a<<=g5yu3|F26-aLYok@k*BOVR5zS`$nWDeEe&FX= z#-eDb3}tBF2wm)KY|4e;=QztDzhYYSLnk1x(fI->R1`3HfrAC-cKdVs*K(owJYn>) z&W=Yf()b@Wd&{30(@GC6$D;fKJM!<}zx*!i*eg9z7Jx;J#>ky}E`VHLKav}kOGh9X z-oFxya@`D*uZg&K2thXY=J8h>qbW^a9K~Kc5~&!H0+{ zLBqP*;QD+|5fq1y4iDd*ZjL5U%G8I?qSed( zJi4qK9yM|d{ueoNZ|n#tNozn9FEfh-3g2I@+#dg72X*_;fY1E5wIvU#0O0tD1Hzj% zR8CCI|B>&hir~W*RV3r~qr)A{uzQ@@{a_WW_U7nZsi%_RPqeo%K_wz=C|zi*-o*+@ zC5^v5no>xw)n5cp?3Sa4`B&6p96Rj{SE`O(sbm)&z9Uv$Xj@A}c|NtP39>&cC1nA= zq*juGDh=QfZ0G8}11^_aX*k3Sw;GN9*cbr?`f-Mu5VB|}Olm5`&B4SOAePn`1?eH0Y>yFrV*mP1MT9hZ=lQ@EF_CrxsTii-MO zO`C-#`_l>HA@fyiAu&kJjn{ZM_#;$;>}U_X<#se_H*?>!pU_H&LdH?dEA)Q<{=Ec} zST=}D!r)LRe0$h=d3E(YHPtXV`^QXa=91(s+WtZHqZdp;7u2>GOY``G{wM@^ZK^BF zo1fmrlNm^cZ|7??mV?sy*4CEo^si8mb^Wimn2t|Q>Rq=84N6XQwK-Fl=ciGH|2h%c zpZSRI329BjsW~TtY8+rr-|6DBXb8yfv5McSrD6Sqwcb}5h5m!7r4^zr?#w+h!C^ju zVA6Ie!^TlSP23vH+^31+cEGY?k+Q`C;utK&qhe$Vtbk_Z+c%;)y(1{$Nzk}1)6qtW zO5L_+$YQN18;PHXkjN>mPbd9N9*kje-vzLuRRXi@)h@35$TwC)hk$Q4tDUXCJD*MWKi5_u_q|hpad5kW!|fI(p*Bfj=v@kz>XdCSuUD>vhp~@l zt@UYTxGuCv-*|L|W`k7jiVD;=(>vRrJ)srJ+Q-M(MP{SQ50C_lUj{q~&<12=WMGSh zsiX^z=Dfv{l$4yRb)fe0@={3^$E6H>ytrq6)TvlL>4zERF!p!;`#R%!1DtGJiS2=R z93X9*)}{9@atUGBQ$`#MbtGxWa^xqZA9Gr&jZ%^iK)v* ztGh*HQp^M_!{Ra5r9_D#yqge;! zR6dK!={hj4WCG54nrtry8lRZ5_pf$~mgV3*pog5^pL}eL&bqkdNv=vl)^(TsE66ju z(`AUyLvEh&vjK6p<=EV1k&C%b@Us#g*7C|8jl!j;S$?m>)|Oypq#jj3Fi))TjiemA z+ea#_h}TO~O8gHDUBZvm@d9bvM%ACtLJ0~@niDfJhFbh?_yH>oh7oCXW24exQ53)y zy<-mmULT|5I_}TaJNx-I7ktKe$ep5-&Bd|5n5-;Ji-569$Ar$VWG`Dd`ZC^*U=H~| z`ROYw%M?I*1K-JfJWj6k(t7bqo5 zy1Vo0>+2(myrO>nkk8o*L^DIZ@E@T)-2%PV_i?mxtna`1B1N~N-Y|6}qmG<1VC)?j z%{xhkGxtJbXzp$ z+zj?>9;lr$STMUcQpWd%fZC%i@1ie$k2p74D|GDok}l&c`%V}h<>tz~`wW}bFMA6M ze|&m$6q6SEvQU&6uyCTchf*@%o=E^eT<;CC@AvOW(lRojm%Y=KRuD~D9KznNuGsi^ zDKj&(K0kmRxc~&u@ZNr*M@K7R zsG|zFAwPNs032xQ>Qse=QIqHQfB(#pKmi%By`G+)Kfc90efl(Oa%XfWz)lYp1%<=! z+7(pFMfO`C?*CRxLW!bO+)U3FP)e+zTdfq0?e%Zpy>@qX&0&7k0#%WQ{uUL@xdjiI zZVeENh=`zPVu}a!EowBo;D%HJq z>w$FO=Dv{(K60E@DVo7V>-rcn67+F=dy*)mKsHt5%y{| z^p&^()6+&}<$DgR#Dlx9TrS(3vGGi*zpRF-K!s8jC@R3gq1(RpDEZ8H$cBFkv%f=_za_dzpvZ3vdgsXRX3>}D)w0Lvj^Q- zhQ$Mqf8*KYMsM|^9V0x2(@N3|ssPUEP@ig!x5ju&W7671xYl^0%J9pD!C$iu#rWH% z6{}LCAI`3~(;D$@-~RpKOfk(oZJEyJKn2)#K&dW{X7d;RgKh5~Pwg!ILuW079KYl< zB+p+WG!nsrq|%7r*?nun4hDBF0D`mT`zO2J__s5kt@5t9D1x*FylU~?)<0mY69?My{uV{~XgJ~+;@en&VGll`+40WMCBI@=4H-Gwf#?&mf- z7QB<}?vaAQwZyPH?Vv`fy;-ffd^51qZGBee<3iG$%NSD4#baRF3c zHOAYgeq?7v`WVB>55J+2E`CBU`jmg;ma$#GC0r`Pm;2S&LF>VxR$a}gYxFhKw4*(d zPaH01RrlRDo4dp6_qkVt$*0w;*%Fk8$0||_WWPlq1_T?Tp>z?GxDDA^JSIN=0?gm7 zjZ2%+1K(k5I8AOp^0(8LP+eJM$$^t;f9h-`2*FjGOm?BUDN>M`yl5QVgsYbPaX9ZB zh0IbQ2i#%bCWq5*Z@^ukYw`C)c?VxYhR0o;@tP;*6CfFhL(21o6+f>B(A?02#h&K3 z!%u8xLpt7be1Pr|V^4~Pu`O($y;4BcY!Iw)!h3vyfnklFp}y_2Ol;gRtjj~oihr~L z5CfJeq@Y1yXNK&w`i;(~Y{BsQ>-!nhWgYa}6j-o_8Xx?Z+XE7?(SxhZzgg)=d$(L@%8rrCJlY$tQid`U99x2wQweT4Wbf zPo;>HkXXj-z}hYM3tu`8YaAmsIg828MvSwDFmlCedgde zCk;c_rFL_|(@gmC@NNG3=4a2Dh_=7ay9Yb23Q|~b+nQ(HsVTp(JcGdEI=)jTbHD*{ z$qjF15o0IEkHjefHih@<*0V*Pyl*=LnZSM&2y{ec#{b7kQmne>RpM#!7f z*oFMBV;?^nkDoZVl6E}Y4=Y+%wbr;A`@u0~N-~IvKUC9WO3yuOzNsz^btczqB_pTY zbmbG(gE(nhMVsJgN%Y-H!yPiJsBn9sEgmtBaJc4=0^aQ>+bCx;Q0Yy|+&D>8)fu5o zzl?-lonN<8&MJACG+l2(s0c(ZCs`kI{H%R)ZgcLf)|dXwo30-@P+KX%IJt4y)>^nF ze-O#jtu5M(}6tqr#)epZbi zpiCH!zxLa*_WRFF83PmYu)nw!bWZ5#8hDPcZV20{+J(orY0$K(;|RYo@SEzCB0~-}_Oy}93O9Clqg+^I{ zGv~#NLM|0BD#IChB6-HjotCv`BV^&nF)v0$@WpbeWzq?P7e1>ybSWQv8SM_2uxcBF z$G>cSxqUssFz~uq18;TM%_~|Z)7^YIJ5+e#{z$>ch_*ByDa!|7LRpJXpg3#_z zBeuGMHCUp2bBcn3|C5ipV|8f($=`yo5ls+y;PNiXV3bhaG^rITku(_P$fCu0OisA8 zKWB)-o)zAmRJ*xqnPHhmo}u%z3#zO+T;iv_P_sD@3YR;eBmk^rpanVebN8&x0-RX zuK)67!b;kZ@F3)yW}cC9`|y%%@MpBS=}navu_!O36JnF%e@C1WJ#Y5?fmjO;$0p8S zoev$)XxdmmueT4@vu^WtG~mv*6zD`>-llcJfS~e zujnnAoCQy~NuAl={YomIDc0L1IUBQVx6u`|bEmjk_x*c3#<7X*N!C=frXE=!p$wOo zEzuc2gG834Iz&}S)8_m;Vx?@ zb;z|@^CD{kkFVP_8h^VJWCDB0jEtN>jgkol(hr4p;=fpb1>)R8j1%3RIL>I~>*bAj zOyA~?E`2&=m`sZtw3jLz1&h?t#i?^~FjH<(j{K6Z4g40ei-Op1`E!a-pOU`&mGZKN zWM%)K3TUJBr40TmRftaR+d_EuKTR4+xKd3d`(@z0b2~VKpZ^r88)PSSK4^qI7FPgAoo2#{A7AVzF)Z`i*JM`>(O9v z>YKbR{1jB4TqiXPFzwZC35uyYiJt8NBhkahU^NT!z4@64OmW1#Z5r4ebmw8eTA`jZ=v8}>UYwju>yFasc3k5#X9xwdpC@F0c zmU3Loj!WX}SN;ek5sO8Fpy&iv&wRJ>-FV~5ehwR2^P~7~>3;ZAL_lIZ!M@QvcX@e+ zkExFdIwxLjJ2PRgxLZG);RO;ae&pkn&J#O(9MiCqx8xfq;q|8Ann(xVXMi!Nj06$S<=g4x5K?_ z;M4c4^UOYH=aU|`_hZmaum}2>2RgJj6kNr*qmap+WP^pQ@kc&`<^IC&#SyQ!(Dg@5 zCPqx@AARc~gSLW=@^12a$_%iYK^?dH7IUFon&2_A!XvO_UuF@ccM7>EPO;7rdSjU_ zm}xsdDX9c|U|^3gF|n~(Nk^ST;H|*6d4v0_e%i_6hM#lBb043Mg!f29MI1+VjKMW~ zesn2=m~L+XmZXDfz#numzqb1ychc8y|5+TizugE@FVnH6IFo6@SzvfLcR9(mNRQ^m zwN=XU$$DPQ94?ca{nLsynTMV^lpf!y6Ld}A#T@6vKczQx7Yni6h^2H!^6g2)WcBUlSd|apo6`Pyt-L`V|DQy#C)%slghcpUH@&*#mgZtP-#*n z41cL^%evm$`|t-gYqE9>|06toBv1A6219~MA{tj2V>yIA5CiES(TbPb4$QW-Je_v% z%c0~X>Ah8T8NTE#Pyvwd8%+o-d<%$Y#|>y_HLET6@A9^fY9huVmknbKadeIow<#)? z;(a8Mt_nxN-ZQFC56_lGm!okN zG1PHDF+(440!K$jo34Ui@TgS^RnmVC4OxQH1*mSgT+Dm8Od5NrYiV^EIy83!jpr5| zMhXgXvV~&;g0~7EDrYZGmkOKew%(?o^I3HUQ&?*@M*Y`%3jKwaZGT-?Ihr1g zE03Wr#qWlNvh=Szvg!VMNBDfo;u$s?C?PqyY0qXhG&BGQ7Vyz980(+~2ZHX!&076G zbt--5S!n5Rjjm5ZCM(hT9{5C0JA2eA{%d*yAW=bS>TnxY#^rx|88;yZilPWpiw-QI z(rWl`xtUZ@aIk>WKNKX{7^-}5CTF-Hz{hVp-5T=(R)M;Q`y1HX*Q)?S?B89Rm@M84 zR*0DEb6I1a`R)h^vd~K7tc)A$0b)Wpk&;w5fsk*(GZ?5^@d*ed z5Dd)Gk=fro`Q3$P3ZO;@;=9wvn^7C>jB#tId!Tqcyz5u)A5X8bKPcX4$9LfeThAA! zN6j#4ZC(OZAZThqd3kx>Z2vosktQ#f1+NXtUzL>+-@c(BB;|nLb_Pa)j?PX_a@gek z8~~5S!Yy$ELL0G3>A&v=4>s1Q*fsy;{>+sE3sfWYswl;C(#{s6d!@z@M zYPzTp4n1B?a@O-R=W#gjPsN%ht>araSzqMI1X=DmWePAHdLTm}ARYVqoqk&1OYTkH zeS`f`FyyTVd(HuQgheFYCS!KvVX zzLbRn6T5-#qKs2*%DRAs~H z01++OP|iHHuh^JeXZAwX!#gFQCSetDAEH2vo(1BOOc~Guf3M}r-*{RyGy5Hbw(9_d z85%Ip-wgS1OJx3_KNf9MKKQR&IYxcY5g_E2@0 ztkb8}k|yV!*Id?YAw?5_p(Tp%?y7TJ839RgM+^_lhin)<;Mx>=0Er4P=^870B{&*V zP)&&gH2L44GN%DP_3&yq^8`fptIMI7t)~lp2*;*$ek@xtS3|5z;0CWqZ-^lyN6s3? ze)caM{? zb&AbuQ~lpJmht1n70hO8KB6?B_YVb0hLbBdl-vJ}!4&(ooA`l+s_vOXa4lk1F~Yu+ z{8s+WKD2SAJUqtUK<&{xw})s82K60KY z`blcy8TjoRHj?}9R6AXaaL1Uc*dWm6{}GAadAw0}=8t2V>rlVg3a0TbV#`ZPKI68= z?~S3B%^i&eWV0-_UsvnHorBF}=^#)^{2m^sDsV>Q4N?YB2!R+4=qx}i_vH?1d1 zjTKc?a79H$kyh8&kAb8fcw)tkjGjLLg`Yk1mkWRI7{r{M?yHV|e7|IbL0jswje`8c z)%ej0v`KwVEPXLK%R26 zd_3&x|HZO>uzzI>tdr{HQ%vdHD>sWHpf>r*X8aXyvj$8Iz&|+#bjoa|ElNOW#H54507Nm(yo;I}X8iYtJ-_1CXohbJ)6oqiiFM#!w3Q$4&bCsiLAp6!=tVdd$>ITwr|96JBWFo z7Ug!9&+fVVXlTUU0Y=Be^_hF)yuDb!eUsn6t_Z}1RUgN8LH>@$1uJoO4|M3#}A~l^;NsZ2 z`uYR`#?--{j!>+RfAcWY1>MXK7Mgt@?k*6nM;e(bdfF1n@Zi-FL9S$sZ$mQS;KvdEr zc7KFtP-~CV2KHH7hKSGRbR`pD=U81>z=YY(HzWWH(HCqogi~W9h!9DbWCkEk?69PnoZ@}f^Zc(Mi zjX%+F$T_S>vQo)Aj)24bc)8U!wPkqC~OuW25 zL7a9!SQxa*^!qYx%LqOIvj>tAaFjRevT^zWzq0RPJ37LN3+9c}q6a&L&tV9NEwA<) z4}SmoV{yFN$8A0Gxx}#cm+O|s*RNm0qoTmxNdv}N&Vc({uHGZ?UV%!xSzhn+U3oAF zkM!ysX?@Ojv%v%aBWD~4KA5OtDPxo(2=IHRA1wl0U#atY7}_5lLhyI36tn-?fbmvqSS42{?5? zGz&po1)cXDrL%j6sltFTry>!I|(Q97+rh zGVj6hA}=rR@Oq~Vu_JZLOa_4`u&=Lg8Dv%lLBSN@d98fk7e^7@{h!a3A6Tlu5=CG7 zo3Dsi_rTu;&TV}I1FK8z!H9DqBGsc}k(2{JAK1vr0xpa|nrkur>x1n~Rm8vm!bTl(waJp@40S$5oVt0Qfe*F@>79&B|B-^Cf8=+5A6}<`pas!}`l?LyU0Q!KY zlOZ9#vl;$39|M1=?@W{^4kb+%>q`Lyg2*vIu!a4cA3q=<0Kk&S!a^p5pARTr5%%xe zMgLT=uye<@o&jSxDVxz!{YFNoWo5$0^Fj93+YaCfdnV$|4Njn7kNmB%Gu&^vu?M*Z z3>6j#7r=E5wz-n4D>q09Ss=UsknzU%(h>23hSz0H9l$53Akx`oUt0;ReZbqKS8YQK z9w`KZ0+=#{QSdKFkcgL-fEYH_;Px6%^pXZF&=oLGyEE01Aig{PZ)w2k{?-dXK6Pgq zBXVG@yS%&v@(P5imYzNYgjQfeYX>?)>%|rk5TXjfixn7d`VrXcH(iY5@v1z4Jp({( z0xb7tUEu`pKYUm|I0(?>1e+IFkX2=5&>#>9lI=oMGC0FKBOVDJ2VU3#e24`=i!$f6 zk^Yo~gpia}7NF3N)4v#iy%P^q1#W?!1r!;;bOYN_FvPS~l-l?35$MGdPAk=8G;A6k zo&?~sL;@R6|M&qBWWhhgmw=WaQ|O>69;l{k>}C<~1OZ2M@V19QkXyh9Xhp0==s4uk z*48gG{m#iQ76Tq|T6sZ6Dg;{=WQlBgf!^+JM7gB-Vj)ro#=y=V1NvR*d1MZ>8i==g z{GUS3G%Bhqi^8RJi^ zg|2{QLKvLUCXq=B(~&@dGFT`QnZlr;D1s=IpsT;z{WCxMC&j8)@7;UuIs2Tq_eLZs z1{`i@J~_=UE&clUo8XIhsdV?m*pP6$ARz}n?_7nBHE8u!!I&KBKZ58ILkfxD=H=vk zNJ>g7D6oPg?FSW7Bp5{8$KZJ=UOzTtelRpTx|?DsE+%?@O5|6CEh1VtB6b)pcwO?$ z|8D5>E#yLD;jpr+uu%~e0f*FOhNWCC|6um)G@0xR>nF;N4udo${G2H)s08*5$-(vK z{<{a&YW1ztD>9%yrC%)Fux_2<{P_}zm6a9n5{e{p)X6hv&RmJykiXc3^qa60Yp#br z9UJNvvAuR)SgiDu*YO|+pTZWGc@LVKGdSCPd;9k7z$gG52g}5?*8rdu5)vZw(R%mY zo0XMu7_bEPRL^2s5Hl+OAKr(tXjE{dagS5JDn%|ok(sFnHwjY@a7IZqQO9S zcXy?^nYXt$&Nj;0TC*_pwG*(^jaRHF>#^ndL0=cyBjK(}^?sUibDr1b2qKO1YlwP3 zD=RCt*#zw&;EfBomOjU!gxkZfCBMghWOz9H?AgA&oh6EEE4hdC^xv}AB=)KD-=km} znVBUH4D5&h=9>3DqTwK>B0p{UT6ygrm>IzVUBpOP^Fs>8GW`wckCj?Yy|o$Q7F%xl zL-*sDq(>In+1pbbeSLjTUf)h7`{(V49Z~gdt*uC)-3zlTF4FrRp^&8)7u&Q)zF5zb zqn-ugPWpzQYi(`C2EoX}V)`K>hXkQDeY(Z+#k)9XU0oi-YfO^h?_=d4f?1SSLDYlG zW+aVJ5BpIiqi5HWB%h<2BpCqFCnu+*9R6j8$&0xjBo}~44jK$2O?$Mo9v&W&yMy|= zy2pFJUm=^FgL6MdAEx~1NEmkgVoiaGOn!Vh5;sKYI%NseukTw;;jrXDNFS; z@4@uix;p24)v4OC>?LCGz^JiXwp;$k)v9?r$!fumn-VO)EWN_dKfERTl~XszA=-{K z{fOuC<0E0SQ8uW^bWYMm5?r;fpxoKVX8~~4LY19!`qYP6ZdaW!a>N!g411 zbpqVXJ9+E%1dVy86`> z(QiV*&>RsVjz!H)>nk7zy+JRvUEFef{M0=6(=HGckIm5Ug4=Ai$qufTkkM~&cyki< z_#JQs*f18fDC9MWQ*r}36d&)upM2%Y;zb+eZsFm!02+~5KMrWm!X<`Z*-Iik*W3X2 z_6S)wEhA&?i-))8F5ZFo;`RcxhMSENV^AK#51f5{xW+6tF7E377VGx#Cl;>; zJLn*H7VbD=Hi=cwX`W4i2=HWe7_m7N?Mbwtz}pFQC}$X({+tfFf4ci`7A2-plV!5w%=s zTrj0lk$HL4Z%JI!^_J!UBt{_4f(&Nq>bg*TkaLTQq<-yTPgRk%ELoj^cTQ7a>1m>=Dk%0 zF&~^J0MZ3BZ1Zf=N*lv&^p+b zdqEV9jg5XMda0-af_HZA@GpPq8EmT$BUT^=KA>}$arW{Jq&rAZ-xHbVe5r_(k$9PP6GeJIbLdi+^bx*fApv%E5_u(#bh^zM>j6ePzU&U&d!Fx7 z)yw+L=rvq*4(EaCv4lY9*5B~Muj?yQWiloBQVg1Wt~M~a;o_5QLI&n26pGlRN2#Uv zivt&eULhr3^1atZuUcJGlP#FJ$|!}EefKI@9OT} zi?_u(M-tF35JXdf_nEE!CAmE%V%3t9lT+tzBe?;&wQ$q{A@zT&<)ouMO^lkq_!M`) z?BPEd`Mq_f`}dAk8v#`%oy^@3@YnzHnbsfTCGVJCOH0f3v93fwkNzS1h*zRp)?8~8 z+s!M!t^nTPlm_=ZlIq7t2dmoJ%9~W7acA9`77Zu@8tIVkZV+jd66sD65R{aV1_32z=fkm z-n^$*!u!d#CHUYk6(78pAt+LqAtt{tm9#a!*C-JXKP|U3Hy$yTL1p_?5RN0OgF@hJ z`y_k}>b8aX`j>={dR}0lC|7@NK`ej#>f98cen*J+hKld7=$kw z9-F|Jp4(IKw;j6TGw`clhA6zj={X`0*3lZCgNIk{m- zg&X$U@CpluJkf<3g5}(>E;ryJ!-fSEY2}VC?(avd<-5AQNR$I>++j-=CC6dX6t0#J zJ!dwF=>FVoK_@CorLV6qAEx~hvGD0~&d%IE&6y)38uDRUbl}4Z;DvyIfN0#`S`!W2 z_;ewzu3vu02Ly<1{LNs!a86$;*I}{+-?YnEUba~9TES6LR({FOE?YXKUF%>>6L{-9 zH#hf!jg8^u%dg<5Ef4p;`>hWF@?pCPh!fgTdwP1(_#H})jg5J&CF&=?_T}%5p|#$b zEdKTT_h^Ir2S0!RtG!xyGPfn#%a<>)$zO#uxbIZBZD|c!@dTscbimQ4-dn^tPj*zf0#JcS_>~I_( z9}D`Pvtg02wZUMCOPyh^`*T8{gM+;f+tI&9L|BgJslI#vUhy#j-}plF;puppHQwb- z=Xd&%hU(m0!sS35Dh$s#&HI(QM$?Cfv*tOS`Z%2;J!tdp_lO8AJt%SRXt-Q%yG8lp z^73bsQh6v0tl{XE8!X_iKPvW(L3PLwnrR@8=R%<&jqAo|6TF>CA>mhaC93(zcrnMO zRe{bwDyQwwVM|Q$eVJ@UdaP){kJQ!GMPI*85%U+WudjF8{rCMV5%X~e7AHO}t-6lR zQ$|L{^Izt?6d!aSe$>vCX89~GFkw%qvy1_s{V-96Gp;uaO1yRR)VZZvU^WKvE27Z?)}0qwHMh;cKA znX&43e0mg{j!o-_)cHlyzDS7%>Eo#bODIINa>Sytod1|3I`@wmtOPzSx zzMeKCNcVz549}2!F1}QMpc98XA3dRiFe^Ue8=-V8KsnybJ=}(lG}YVL8bLE>%gmjY zQK*D<&YZ!A1i*&|%PkN08xMCYxva2x?J?Z9Kgqf7J-|z-ySfwve&7rATUEjehO+ym z&_+Kb3&2B0G+-6sU$1Vab!lkq%pysaCdF&`KT)-1Z90Ftv8aK zhegP6gAwx=+H`|1Uu*=I2o^OnmAMWka-%W9Bj^|rg&a~2I2GRuF>|I=4Iyl&| z^-Nt{C~L&B7$3DE+cjBrpj-yV8;2BVl$4abv$j6j%FjB!JsCzW3w#JT^?7}CbYxR) zsHLSuwWBDN@z_iik5V;%Hhn1kqXA! z722sRQKXsLuuU6-YREES_z)VcKT2s+4%&hEEj|U`V{!4rb2N2zn6Qg`vrqPvx_BXq zS1&b}S6QmhT$6Wq7Xu_o%k?Gdm(MP=%o4PpBKEhnGa4I3g3?@1y z!I2bv-$Ym}w*2^>WB&SL&|*|A(Q^6t`E!Te8ewW|Y6uC1TE=y2=!U~Yz3bs{V8^gH zl%r6dR=2NnXz#$$_hxS-7v1j!MvA@q67EcuTEif^aS}3T@mZy6x3zHGyX(X~vb*c{Nb<7x5r)Mk zdhh^fTv!t6U}kX-&*xyrT`~s;mLuS2S^jxUsBDJ6NMxdE{8xI3VA`eE&Hs3v&S(~N6zZB4do&GDTc6xO1hqX+G_tJca_ zqecRerrdyS4Wr5@4n+%jFbmK6Z`;iQlq09YW>Te?{7s8d#_5Co7D<8R zmGg=Y>cnw^0w#7y;2qX}GwFi2y!)vCNfcxYR`g~%h7}U_Z1~w{(O{M{F?)W>?(S|B zR8#^AivC{Oz(}?H&Z()SKYtXyefze{Q!MPZ*(P$(B;6WtcX)i~;dQw6yz;2V%ep;+fTZ-o4T^G(?29(Va7FTCq8k zvDFmoOgfOg_GW7>%MCE_@HQ5F4^W>mF?|7PQ0VZx;Fr9}M0)7^`aX~z@hK^lTPw~_ z1hbP&wAf=oCTfb8P|MU=Q*F6cVvOH8y4rw<-m=#gJUU2ofTS0;=~Ianp;rThmJii?1`q; zuT1NSVhub-I#X@^pwAcW{2I>sgHylHa^giYk38e|eifRZ4c+U*VFxYR#nf~mD+-Sb z^NRG`A4f&%u>NKJ3}v137ufxm{e%lvP$911hcfFSHG0f)x|Jx z&UNqZu;>_qbd;ImQ;#NoV_}nPmG?$}(_(E;Vyi!gYisMKBpf=yJ`z(KmtO=nR~f>d z*pADoK2uP1R-uxbu!@s_WUmeAek|;Zhke`s<}v&l66$(?3!B8Au!ybrzDUweCaQ3#kG2W{pWn36vGCs z_ZK@#%CK*TM9dR*p4KlpwMsL;S?}m2YJ}DiBykuox1-apRt}3HmmOG}XlWgbCwfEx zn~XqJWs1M^fx-+~NeMo)F%)@_aOlh{zyscTUuf2rq((Q|r%=48HH3X`ao?GcYT+FG52@RnqvQ z+S(+nhBJqzE3KV9JvZt%GA(CoJ{mQ7eFp_lGO3AI5GE0mQ8lB(M>@=36fa+DLWd4o zTaWcE;DN0ylyM2atc3lq3%5C3Cbh)r?;{B^B0EWW+oDZRacKUlSYM%|sQjp^u+0&WI!wdMWo6`N6AY+aooNG$?1-m3(Y zMQ=KRS9VSmYNv3SKhBklTK+3?P?Xq*47QqeXA0{4HH-#wd$Tv)a+ftFPy)%y$|5fI^73-zw=$`ysHn|ClTZXH=lV*FIEVEoSdun# ztpCk9qG$o(MKzUosb_xDX~%Y|9{P?l9vz98=~ruQq&BX@zsLG5j#TVtk-x`FHcw7WSB&53=3wDS8qqO!sgD*L4jf zrsLHib`uRSikh7`rk3x{s?$O_0>SI|`+*--j_}OP*S;=@g7@=huZww4ZZd2T@X~2s z`;0XEdYS}Wy|)@nmb9~DN#phmdR5|=|IL4{WP%lepD{^JBYRxmD7Tr z`&2j-yiSL?ENP)wy6!U&s$d(Kk})Lh2fHr$WwtczAVz$DGd!dc1mvdknGgEL7j4LR z8d_RXnwsDJ!#Y?Iy$<5%rq!`wi|OVdo=FulXO@u+48gqf3%Apvgj%{_JBaAE@Rrx0 zy+Z<-&*D`|o!b^+P*4yOXc{fK$Ur}Lj-q8`G&ocJ;Uyc}YArkF|CcaN* za!q*Q>go#EGa{E(R8~IvGdS2aKYs^lQ2@1XPYf+y8*`SQ3+#4pdpXJU8NKvg1YHTd z_5L^HBAVhi8tlWC47oG%OwGrgO?(J(J`M7lig%cxRJ87iB=_?1dF8gL5f>MC397gh z0Y{o<-;2DDvo&PcXkz!5mLPnnf&jBu9P>~r%!H>g&pqEzs8qFlU0+vVOo04&;<>_` zLX+1C&JmdTI`K3E)q?I=3~X$XAip4*qn>E$h^#DH?K~Cpy_srkO8&tG>NDVWmB0xd zTJJorFAfeC3s@(!rOQ52`d$6br7z5slA6H%QaksUv!!5i6l3G})J{EEVxQ)F^;Qf$ zQl|K?adCtJ0V}Dlsalw4<9DDh6 zoNkrbe4qKbQ_?sQ9U&FI11_R3Sp^c}bFhF<3NG6&tUXw_9?TtzFOxXf=}KZ4@R=+9 z8zFEvxc|>Y{rvu}?m~{@Fd8kMs$a^=;jPU1FPM1(TMUKf>np*&`8PE!7S}F9OLdYa zsXYshUeI+_D?WC9uBce%!#C#|lj^`iWqD|Jxy4-lDnUYv{j*enztY|DO9A0fiN6TPrFn|SYI!`tH z$M53?+wp8qR z13tR%!D|JzFU~6yJ(?X?ku=2+dQJn4vx~b#JR9%*_FMU?9Tq`s3B53@O;&>Um$7S9j#8j+D}ZmZRk6*43awMs@G} zL_5uVDE0Sbe$#ye1HqEPamJKn%PpbDu7U zSFcU&J1@LBqpQnMw^#E4KAal^nY}&9`Z)!yV3iX53~m|RFQQ~Rp?R$XuW<^95rg!n z7a3zoe@S@o@;z@$~?HzqGrx-~C4!BOiVYTE_0lB2DI)t#R02FD>U{}~L4qJ&+B zCD@gc`<#9{-_wPT!HDlqXsds$w4=isA~$V%yVf@Htz6y|>rV|f9N#2{hUpWkNCp`i zn`$7vd%!zKz65FYA+0;7p>Z3g-S;cN|BP&BN`E|NO<8k~0qiR1L&VA|)^pcK z>|jzYjR$%=Qie4;&1n%Td7p+E?vq>Z zYVDQ38QTxZLo7ix_JvHOZo36>N*Th5M}I;pzoTfO23$%e+B#1B8T}sqZKAO@^&2Hw z0n7Qq9|~OSUoc1n6q-usRm`WvpQc3d`**8nFo^Um3`41?-rg+Uybjp&jnF^yM9K2RGJCAav)a=0~J>*@>L$*RA~o!r=S(9-hBjpc?>5cLm*(#xAoak!_5 z=(DHd;ObT4($mA9`Oi176w1gJI+T@hk?R+h06VPcl7X!rzy?OYV`zGVPKa=4!PvM+ zug*=exJKMd<4#3M%QP?GO4dEln0(RGQ@{9R)=|Iq$d*l*<|cxmmlj`CXnrIJStMH9SHf5^i3!npcXtFNanN8WqoY3AM(-82*} z4UJFv`OLx@(O|;-1Pcoj2dDa>xvDCmsYz5yN@_${(?3=hI^huf=n*1}_m104ST8*U z($EALR4bhC2A%Ebvc6xEg5ANggHzL;HZtr;lAUP&y5`+s!2=&&gVJRE_Ua`4weJt+ zOs~&JE4@6HJ=jQK^!;aCU3>_Ov#D)>vsFb=@oO->UR>Pbs$!x<`ip$brG&Y8-H&B` z@w$Z5t){A9IbLe|W`T@q7my*mwyDrftQKe}5^yUBDv95~aFd6u#BO$ZuFv-d=IUJ$ zGoapRYRjdL&?<-d)M2rkNaZAs@()ubA84SEw@i&5g)NI}8IV(l(1P>1xe1k${4Bjn zvRX%d)?58jJuCrc6%EUXj`DQjpw+dtqagwK;e@ujCMe}pn21O@jDCWnd3kw_)Hz#5 zQ;WzM8d7|mscIh@iUPfz)9yd+8*WhYT@44`ch)(tT&|}%Izc-^$td{?+S_}gpt~HQ z1>d(}!M(Kln*z+BN+zu8p^i8}&0WJcj!7_~=dp2XgFroUTOniKa zx$-e%d8(8amX_0X&h%SbTe~yW5nviW9g{u2g@J+528V;$39Y?u)z{N(X}fG#mhJ~) zsRZK;VY{flnvYHocU;!d+bo%4#;O^lx}AkY3JMAs^9}CcxHNNqCqtlm4no+2cD@?7 zc?Sv_4uy=03O49OXu(t{l2$wujD*Kp{BJ(cltSXr3!-v!a&$tq>15WzziJ}yrtue6 zyyCIC6+`vvBUDgzclyMao)^gsgNP74yg}lpOnuNNT{4`y8wG7ycvRGH)7F4QinP&! z^Xd|Py!GMIiAF-H+x8S5yAl5@7rw8IY%1)_)ch*d8cj`9lP4NO&Mb#38@g4l=H2XO@)vGV+!6+ptvCE*qQ1Szt1LA1VdTL71q+W zAmr%iiuHmT%&wHXYp9{~Y;jsHJwcAg@wwi(f4+K{`;OV@b6t=7%3+;|cM~sk^<)!b z7-E&mEKuj%w7d6w*+X759y;+c9Zy@^*@2;QG5_P8arB<(Q1QWQQUL`*1=N87ZMeP9 zY3!3+DM2Dq(rTs;w_b=kE%V(tQ+4L*v^9*$aJdHze9S;rm2$3~TLu@5AIQY=#KcRo z7)Bv(@)6BrTovN(vh+DO7b=$SLuc+@^&TrEL}F(W;pj)6Ik~!Hbq8X)IF~Ciu;I~M z7@3t#!OTV1>|0~1*AWBLh=YsY{zTiFo2RD!iofjB-BnQWB3G_mp0-e_jmN6sd4ZUi z-3}aNAVM)Vl_;o;JapPP@Wm689q?6&jlYGuWt=UWi0gV!K#k+rQrJ-aibvN|Pb+Sw zlHsKyY+l$4pWjh0R4a`y9_2a9pD#Guvr1|Fh^y12p`+VAeqdE3!?sJ?PNzDnR3z%{ z+F%3G6h94z-$4hius!MS#w!)xzqo(z>q77f3)-=|);?KmXKKy-2A?woKT!!RqmZA$ zS<3k~h$sLYwF8&+460XnKX!eFxFabY9K~nEZDtzt`tuEaqRw71qNv9L5b@ zpndmR{Vs1%@A8|zqkzkL81f2Z%%3r&K$R*^qUHYj0~qdOk#hX9?2RsZQ~3piQ~3}r zx_~=fcERl#7>MnzwFc(=D&7u@ZWW9>v%r~ z9lGf0h%^He(<}RbTwvtx7!wntt_x5^kKGVUU(Q$CEsy2H0K}^c=_e&@xjUZ)GyUt+ zEom@100UHui2_YsYPrxCd>!%!?@nNwvs=rgNU~UMto@_rm~=9U1;;4ItMTeCr<DqAvrof&ogfHKnx_nEF*vV$GMN+9bZ@KLf(g@r!V+BzATKqr$edsbhDAd(A3mtas$)=jC_r<-hfX1ioI&!b1=oHX zukZsEbtYKq1{TL41UPXrEI!`i?_1*t|LfR#*Fzs8DrICu#h+G;ID*hYTD{1+?lx~! z&>!D60bJpsFk~Y0S@EBH_BNMgxd0RjSJGZ%k4@pRuCVOIHSs%=1$U!fX*J|^cQyrp z(_;R4eGw1o{t{a91y`IdQRD?27_FbhQXbyV_Rca-DymyNgQ#d6Jq$V)#Y852fPU!d zksLH%&_cA?B9ctOqVu#9F`)@k#BcD;s>DHJdDJShe_=S zWOolZSupMTphVW=M(Bg1DJOcE+wxMp;^9FARO{i)_ZR!~Pl<`Yr>95iy?qUV_?@ta ztokd}s*(O&P&q6(X?^JHCQ6M)AIA81L-mwdI^TPd+I25@#@?**)6f$`{g)f8Aq6B5 z-k?o4VK65c_(sfncy_i1axDWR<0!~XP0h{FR|&7`y)awSJbzpqq+*UK3fpiWTa{lNET^CNlvE->{ zuH4efN+&RSgGLW_{O%gN0}j5Yu`1v0J9dqIJB7h-}n&d3ksjbu4+6gc2RSG+)l3aOg zn6X_l)?jj9i)CX3`{{dbBG`)Z*AMOMfwY0T4VU5Fgiv4(F&I?nrb>We;+r>bCW_xC zf$TS4@m{&3qvKzrCnqW@s#==Fpp}=S6{e*~OQiK(^uOmfxuf;)f0A>-6Ke-H#?Pum zLfnG$hNX{VVyiG}=8?rzv)dI4d`XSx)yZ7QLMx)#3?-^IcO#L}^SRG_UE zQ)Uj+y#dO>AwbSaAf;2xk`)T8v{nZgdT%V9G=Og`*ZLE|FptL66b`{&Yk2>zU7z+B z7Zkp;xs4NA_O>*$<}I<2|FdO&_dfNIQ}%6_Z6d*QVXw*HPm}ngq*4xOF-{{5x*sC} z%OSrXeN;Y@EGR4t9RN|icGWI7d$q0)cNZdS&!y6Etp0|i1zQooJ3d!0blRLvjpFF0 z_)$WYcctz875_>qz)`kl&Ec+Qd=hP{_&le_N?sejCZYIz(uvIYpFn-aZ8P#re(nsX zj}t|8QjBKr?&Xh$l~L5{4qLT96zp~Akf5`&Of!z4xTk++&|ivov;=l^pN-rb^W`c7 z=P@`lXx?}hU?R6bbwqocOOgGxh14j+tJ9Sf@6fiukjA+6^V@r99?F9YbbFr=Y{7ag z$)B?sP(*#0ERux6UV*dERM~cdV$Go30yT<)4-pRmKIa4|2_)=>GBPqK!1CJ1$15!! zm%S;6ZACFv;2OfOiCqUFgp))*j-Q& zeRYPEJ6p0&#vBHWG67C-JU8P2Fby8rt0NupVLJU zhb+N>Z+E^i2{aLinipV;|5^hdbZ?-fq@jop@%` zBZoIn-uNyhWyZF^Ml~_%?2y3h5~;7R4-EeCz`x^@lf7~OGoRNa5uqSq`BJlkA`jHO zaw`Xn6UBP0-rn9IMr#`x8GV^HnMobpBMP8Aok0?d0t2M4o^4voV2XtgOV*AFLOR`< ziUC+Qx81}G5Q!9(m64yZv*Q2?190p&HTL8`4OvV~O!SLwF3!)bz|0&e;l~dP{xs;l zq##zQkJE{TAU|?I8j2!3*i?HYtWfWVHG|ir?vBzNvZQNpF`uSy!Y|2nH7-(Vg{gtW zyo`5WatdClWk>+f9MET4niIJ}nluT#b4Lub)iQ*;vP@&TNk&QDr=F{|$Cd=4zp^tNAH5f+uy2|Ul~f_3H$fY;QDMwpLj_`9Qr0P zsrG3Q9XfW(cCg*x=Qy1gYC$=bv7S;H3~oN|F2|9d+xYSSnN*t@`EeXrTWIxGrRrQH z*J~K7gnmL5&6!Ajs?X_8sqZ)UzIEztD7&eqUn->wk z6?9+MU1Gi4*E+yae(BXM;gmG+H77;sxp(iehFRo*i1O&ooYEmaQa(IcJs7e17dm)HA^pG1j<8D}H_6Pvt0Q|UZ zaMYIVpYU_rM$sB&2%3AAChH$Q6snQ%tHqrp^YfggMl4dOH4J@W=;0Xs{#d|lXYEJk zq^kd+yN?9&7yC9ehX6>#;GRp6qJP0Q|4F0{tyL21+I}JanQ&cn@zQG?LUT<;%7+|!&3+uXAP zM2&u`{J`sg-)z@+%>8$;~OU!9+X%I&s^MnGn zpgX1Mhsd*%^FemUp8`)PeeJz_>HI6N*FSPJ`B`}C#zUSJ$t z_#Rx-gmwSS9A||myW&bqK7YzwxG~s$bKEDQks&xm~s-48i&C**v%W-9EY7*1NV%pTBIxkckKBn&$Y=al;sJ_XB}US zr=RY~E3Ug$3)=-wC*yy_{rIZEGdZq2zUQx^9f--ZE0B zTo^XL8?;N@Naq*7j=tlIk4UJRyvh|cRpw?6S3r0 zGP`wvSI{{3+!^o7Vsuj0hsy0Q<*7QXJ>AgbNx}MSNO{dq+(cKuj4(UyOWx0Dxf44M zf9{*1XQebrEzwFCf$umP=6)yVF2r!OED}I6#hq2-Btlkf-I5yFZ&~+~zk3$OEB4?j zy!lPo_xN++J?juH+Ef(qv7Y; z1id`bCwrrg(>@NY)~>@AopSkq)I?{u$c1G+a^7eB@TxC-C44h}e$?O7SJdLjC;XAz zs?XL)M>&_teKygoY#dqd#pj|~i>RunPFEKBbil$kS{+ng$+jc-uTv7C=a@m~0M|B8b5w(+KQ zi>nsdl;$>$Sw!@WVvGd9n=oax_dMl<634L&sWUykis7W2Qt2%$2 zPQeR05nh|!sU2Qni(5-Fe1T6Kn#ML{|6(z+Fq-CBJnf%%v4)U327FKAZ|XuWrunJ4 zc*bc(l#`?vyW`d%zn=}-cSe(46!Z)#a{U&l*7 zh$XXQ1*C%Sg&27Hcy85on*|K`n)C)A^|X$){{=dW%a6sxnk1`v*zyZ83Y}+x|5nM5 z%Vvta8oi0Oh!j_T_Fy~kCr_Fe+v?^MXPac>Dq{%rkHg}V9KBP_;dm?GJz_=}ArZOK zkney_QUALhtc(lW2^p}Z^g+?S-^K(;duCJS?$^0pcc;w}yDHemyWsJ}ssaFv^n8z3$z0LOHB|P6=DX^;0R|*nU>Jr;l zP22w~Gp~O0XjeRngx=cauhZrj9d14?(@RcF{bJSyhXoWLlrgR{y1TT~(la75hM;ge zx?I8FU{bt_<*p~dESV|=dxy}QBQhULKLYOXJvmXqLhm{A zD|IK13##rs3t%3}#p|u}27j%pmo}E<#~1TX9p|zD)sS$HR<+Jk(0swX&Sq@_6NEh? zR$h{d*R~>X+J{W`jha}aSe2c!Nw=7NwSlr9UFf~zymc=#9jbi;t^xNVRiT89lT$UuPBYneWZjPX7R*PwjXuN~#_k@WWiB7mX73&}(J802U5IQVV2DTZ*{^F`R4seM&VCMgG34KBGU4 zZTkuHMG6LzKIXz!X(>qlNHirh?~>kWTd>eguqG(L6>{!!$jJm^ZCY)>l4G3Ub{cP# zFv;ASYlZ0LR;wpC!5Rp6$&G4UxU0h%@RxMHsdn27wT8l&^-rXi@m3R7@o6cBgNtc@ z1;*d=KCugFEctRkr-er3n5nSgo$=;y_A$-Dp;vv3zCFvjK@WGdHPuF2H}bCHeCOzC zF4DviM7k=F7Z@J>3}-5#HYRG%V{mg%DX?Dh5^LGK_|;}0A*YFk7V)SO7TImpZc%+Z zd|(A7FV<5ouznF0Ofg;=pgt2)OULm7H?a93%i~Q78xz>Ogk)s}R)rO}b6XcB*Mc4W zq@JKC%tH-K*#*u-dBSj~0&uDgmtnB&e;USj419gqWxqVnLCztc^uv*DtPE5Oh6$^5qksAk?v)-7kKD5@^ z&f7el2$!D`lbR|h;l;3#h_#L#v??^K?V9Ug=dS(t@Ui;M-U>F@fLvI3yM3GNj?_>2 zXAZ&w=yI$Ok*m{hlyQ2=JW0b@*ZGGwXkniVv`BsUIac=5ZOsQwxWc5sUyl>VqJ4i!6Aus9QI z252_HHrUa6a2O_7Cq}a|>C!_O@SPJQm$Aie&!oi`PPl=w4YpYFBd21w4GazZ_mM~j z{6_`4%~-hXi$m;=S{5wkw?ixB;~v;x>*d3kLY#nT0A**mXro%S)cJHw^Ggj?ziUQT zuDO}Cd>CVhlM5jBm(y>_C)apWfO6UcMuQ}!sS4)wp;}m4-i}kggR=rL zWDjIwWufV(#z_Srg$s;c9AFP|2?>+*DAZk>7r<10M;)^CC%u6T32LNXh zF2l$o!Sc^9-{!^Y#r6PSA)gH>igX2vDOo}VoZ6#Zxjg%nj?$N{uYPUelVBS@dtVxg zPb>xAbLYK#;b`w0d=TTWUc2c~MA7n%hWqus2dg?=NSz6|_GCg=OvjJD5uTpS%6Ffx z{rEOn_oEx%db}r+(h&p`mz0#0bn!qMpv_6;|M*QU|NNU^;Jqk#mG{FWHW`qczTN3cOiax7?(R@93rCPDP5jSvw4yLc z0B5cq(38lxEl>c=$|mBuzZxyFkJM&WY0gD9Vpk2gN$BD^-;#9GySvVa-dxT~(R_S( z5$}*9^Hct3ZYQDC#A7hEDREP0e^U_xXcvGHspjJ&teVFEAI+M_`fqG}yfk1LJ_?VB zSUKGqKeq%EC?3~!6)>wp$h?4H#SkVQt5mUeOOkng^zu0BijArwHb@mcM-r_s6dwUT zVzdGB!9aU3y7$SDz^Gj{f|sYI^;kkt5i>J06U+h4xX6%Ru&^{hZdhKt2)7;2%ZAx` zgW=}~8P+Zv?&JNxp5CqlX>(c+Bvxk`vS3U9v%>)!YU(!At8Hj00^{}CF3bm1LQn*N zHR@Qb#m zxoU>+S?bioj_E_gHXJBJM9(I)bqTZ*MS!W{c?7my$hR{8VGS>Qo%brI8{@I4-4q)S zUC4S*ZXZG$`1?r;BOk$|OGs7rw!KsKtA1eJMx9&<77;Tuo0IUH|F8k^0jG#ZSw?vh z6&h(Q^rJd|>Q(Lm_Lm;K?%APP1XR^!3K(c+Dm?$SzZ4znxwx}G03m=fcw^8(7!{xC+ILRloSOd2s*4r;vCx?CqVC6c@9fqbuoCM2sN;*%Z33uuvXXNBD%O@qmKs*RehKM_i zEW9MIe7bFB|9uT$oQx@z zzPKP1n~lcGR$+Wx+H?X?XNMxG9;1P$4>eIhN*il!Q^(Ib$!J`8Fl!HGh<)Pm`~)Re zKhnykGCT6%)xzi!z$$-(s2X&vbmC>xEiH2+%L6@NGpZVsei2eozlyCd$)<-je1FQe zaq{=%5(4n3=9{8m>#`q0*UiisZ##;UFJQ?6TWgx@E3#hISnK-&w zuZU1nM*|=blN|YF{%MX|PceC~|IoooVOpk(n;=-8_Y6S^<5k7uBR|cRN?&eP3CoAk z1H4nNp{(D$H8)_hyS1pb_ zKF{B??nI{irI3T4qZdb_KyLJ>wJl*t+pD58-YtB05wTJoK*W&HPWcutagehS%E2ip z{FE-liEOK*L2@>}=48#$^mxlSi*S{E^}kP>|3Y;^RvKhfxqSclwWW`X#OA&`W9Niy-ljOc#cwhe=l^H^bXwp>03covfVY)w?TWiLY9 z`>s8r=E5dDG=PRao0RI>SObi19GU+eaOP5D0pt%K^<_fUmy_Z5sfxN}~ zZ@Lgbs!jl@{}7=5<3J#qr=E46-|On`-n>Lsf}IYZT;xaV!g(>=2|y5v?n3#`J1}S% zps54pCa8oEbQmBTMKDPWi+^m5=evTC2UL|Hq~hRE^1lOs6=2jXZET=R0Ff);?&sCj zC4*ppG@&h^$9>T`Pa7AT($>_tp;#_M7jlUVlI5r7ohLu5s-6l62q3u$Qv>J`D1m$j zr1G_yy?{irH43O?5L#c0a;Npd6lnB?=aWd(Td!mJ`{}hTUc8Sc1bD!%?XdIJpHW2h z-22+wvqg}wcYu#ypV|VIlP$PbfX+N6C5?}b{S+1!)_nHp=hV*DTs;pG&?U6nRhwM+ z-_%_lo-LMQj-czzAp@tQ=l}^a2pJtAs0DJ#Rnv!SQbhg(FtPRSzjBZ)xdLvza&mI& zuGZ7Mm%lQD%piJu*jZO+bYp&3{@$e-w8H&2T);)-T((gNfygz2vn3n~Wd+DfY%D&L zTKXR#0XaH5V`N}J`2-YYsjeG;v!`}2@sj+7z_(aHdI0ZsPfc9}mc&FwHE+WyqP`$N z09^y1`gS_DZ34g2lNf-e7!j&ufD5NgG@u;!+O`8McYcWlf#7XA%)fOHWUy zG}JIKF)Sv@Pz&pO2dTKZW!1N;p8u1Y+>g+Txx05GbkI+EDR98N{8-pHn5S6{3HmkCKx%F`)q>V_wIFxg|%h z47Fa6ufiiEyM~8L`!mDDwY9W50KN>QAHSt7M{RfkI_|taNN!kTzjYX2qn5t{EEX{K ziKwV{54`{=1sGnrx~#p9?|+VO2?BMpgM$MANv5*1UV=k|109~8GKh-aa+)%OQ%g!d z0tjDW2L@}(kQM8I?A#|H#G3}o3>f^o;Fpbv%W8OTXW6tp|63)cZ+m^rS#EA*{Aoj0 zprlFvI9KN!joaw}3aA>O1rrg*25(fZt*uQXR59{l<^rDkMza;~2dJpOfH$TW0w4Tm zfpbz*%XufhBt=NOELgK!29*ZT(BN=4HT_xpbQjt-{$hWbefx=AD|vc<@7O z1_&w%fCUkXA0U9~22w&$RUXcJ!U2S zdQTB0*9l%2;3Xcnsw}r1XR7%)D+h1!-x|qAMgnxg_W*`H-JhRrIcu9Nemh-dO9Z6S zIqF$rNW1XXEWQtuBRR4WP?O%Zfh27pQ3Zfw<_=9~xnVIFSp{W?c)Dz4c#hS4e5;lz z+6T;qn<5H<9s@)gsSI&4hk2!`5@Yay0_IP5uVDZV+;2KjlW>nJF{+OPx_Rz*e_|;q zIuTL}fNXZ!^Ph}J<1KA%VHP-a4~svf&pI?l0Z}!OO0)q^8;C#%r49%#|05^F^huyLqX#le7*rpjG64$EWKr)|<>loF)*)x>Eg?`? z0TB;k2Z8d;4=D7B3CHooZ`3aG(%Ki#OhioF4N~MK;5zkF_afQ?&~$8$=Axf%!;sB@;tioN+ zqtgY5P;UT(3D8hf0G${ltO}qmYq>pE26E$WV6Q^JQ0py(d`@3fS`X&|HY#9f9fRPZ z0hFY_6ypo@OKA||w*9$!Kv6|t(LncJ4JPp{41j?ZMkLvCCn6c1kCO?s0k(}bS6uTu?jf9IX0h>fYJfMqdVuM0J5ZP5P}d2 zJHT;9sJ0NRY}zVzb8%n|MAykGOo&wm%w+{7rRC;}g~sfSo)kr_U+I7VV)@Y1WYPTu z@#qJzn21~rLJANSRRE&{NITdA+=~TYPO#ZcH~Wp?`3PtrlK}r00^K|aB8&D~Z0AohOCPUDuDFqy4a!0|l6uLo3lkWV2lLAOhAWZdus6#+6 zH&SjX4?MC9P@j$0$(cYc18#zloV*XDjyk~ELqvx8hQz@8lPr)W(?Ntd-YIRZ@IJ9Z zu<5{)IeLJ#|EqUp27RSj+owl}IGQfv84cq6bSps;;sFleX(FJZUEJDI1a%(J?e_u+ zCE$*XXG^2!siyUSkZ2FrXA&3B0$u=ufdpu_d8`J(lTvtq(jJk(v9X)7$pFJ+bE=dU z>IMdCHWpAZc!I=G95tQepmjR&5jrK5u)5kvEOH}C=Y+)EA)E3jS&+Q|Lg zO?-TOCvZ#*Ow4Q`EySi0#0NV8UO=iwJpD@Ar221#AQ}P6uvGC z;97qF{*6r|N(Lsh!2STC;vJB-Zl3voxTFU3n5}o`l!$=C!t%{D;3^d1Z2mVMh|U_p z5dwrT1brOv)>}#pstnn|9|)Z;@OmVEhdE$WPXJRI@mLguF7^NVIMbjguQUn+7HVN4 zibPS+7`AqVBB>Sy$6*l^$CM&U)F2%ZSp-Bt+Ncm&M#LC&7+hFd5d=)RARsQ07K|HW z47fmpqysb+6&W2AT4UQN%RJYA^JjiS(R}^gd%yQR@A=L-Vf7QI%#Nx(Ha~6jm@y&R zN4IwE-fd=K@e7qvAYMVVu!nU~7p2HxfZ7Q~BUQ{fwP3z0!H-N9iD>uJEyPdr1|?|(kefCdm2KU7COr7u-YO`}ar zjIQ0jJu2aC=5f%x(vLJyiV6W1NkJk5HFX%Xf+-= z5+cTH?b-sjRk5+LAC2@@u2(*y!bzN*L?_`%?YX}ksSBTEE@`Xo!>~HT$%z_we`v}( zy`D0gc(YO#5C{eouFjwxT4UjcJbN}PKi`ULY?jN+73tZM_q#fMM2w13M`W z3|3$@O5IO@0D{o?Aa&}D_ z<(-4HraazUeC31d5b^Wx48C%?lO0*Tx}bzxH8L_f>3`zh%GQ3pew>-v`joq9Twh2| zovSm#`Bx}^)?_EBN4gx2TiyGmzP|QQY*|@ZrRA?*zqWC9Zq_V4w10oFM?&Z5fBK~P zp718yNG96{fS{v>!~8jZbJ;xYdMd54s>)*TEiayFP_WKP;@8_j<`FA|x%NWP>YUd4 zmX?;G$vh9mjFh#twGU4DOPpj?o}r<~2jvBv*1}agy47`Jp?j+CWk-F;zubJ_?mpOVN#PMmN)%yd ze7}GkAvVL4OCZZK5ZA}5@Q84a;o0e8_pmh6xD#51A>^<_XP_D zA;BgPku};nOM2vPd=EMQNniq^h~=5O>r*M*M&l+;S_Ja!C+>vCeKSLoe(3s4-d%4TDf`xC&b7ruE%Ve@1Atn zJ?WjWvRK>LB#;rsVjc&_h@wh=?)%lDVqN9e5nNi)`alp2fHZ$UKTjZ46+D4ruG}8t z+R8O9b=0Rj#-&}qR{O&Q1yiwrk97G3K0fCF5aQ5rTiby~ku9e`DNNES2EVQ8F8D5H zMh<=WH4QOXs)%STHYWJ$yyQ25B*oXN2=cIBRCPmV7tDiXJI;es=6|E{n0 zE~xi@2)zYkBGA{wy~Z5$OEDdLGBfS%?9x&CH4&$U>fiKa>|ZSBL{FDWo7@8(Xyb(` zLkdnGrrp1-bv(qgEw%5SSofC$+&wDmC+aJeSj7Ot*4oerd0?wY7}{IeK|} zE4y+6(V9Ma^5kstU?RVGrnxfj*kz;EvcT_ib0<-eeLe(W^-~cHc|uH?)x$D^ncxwt z7d1wRKF^w3&5hs1@TdYMp}H`*1_p-&G3D;X*qQq7r>mRV=1g&ki4J;@TTpP1$6`-L z#<{DRts4pc(ZxO>HGy!5th~HE>S&*m#<;dkm&RjlqSbMFO4tXTddX^yKgHqV=SEjR z;pC9n6XpU2)%ZE8)oM0#Ec}N$`YD9I{mhvrsi4k3XkMI(@be1RdNQNPrb`{+g%`1Q z`GA-H-BOzCrtJN#GL34@E(CWDy-R$7G?$En;+81w+qd1MA$0RTAiDGCqfBk;2`i$a zW(NKgU4$;WeT!-j}`$I_Gre|Ij(S zn0*vWi53R6xS@dr1EF(e%cfdokINL&o2&be9H}Qp;zQJz{!MET!dpdJiP;S;;c!|P zRPdbYACDaqhnKlA;3=e0vn_H0z2%%EAM+wgyyX$6d7n>6nI_$Lj{~3EJe5fT6TbkK zpW>?|7H_(^R@iy<43g4?Su`+MywG<+x!1a#{{>_ACI|ok diff --git a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt index 0dd6e27b9..11b5dca18 100644 --- a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -235,7 +235,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p 0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 2 16384.0 38.400001 38.400001 - 3 32768.0 63.999998 76.800002 + 3 32768.0 76.800002 76.800002 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 6 262144.0 384.000001 384.000001 @@ -245,7 +245,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p 10 4194304.0 780.190482 780.190482 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 - 13 33554432.0 842.004273 842.906750 + 13 33554432.0 842.004273 843.811163 14 67108864.0 847.448255 848.362445 15 134217728.0 849.737435 850.656574 @@ -255,7 +255,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 1 minutes 44.030 seconds) + **Total running time of the script:** ( 1 minutes 40.829 seconds) .. _sphx_glr_download_getting-started_tutorials_01-vector-add.py: diff --git a/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt b/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt index 659489568..0d70cb4ba 100644 --- a/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -278,17 +278,17 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t softmax-performance: N Triton Torch (native) Torch (jit) - 0 256.0 512.000001 546.133347 188.321838 + 0 256.0 512.000001 546.133347 186.181817 1 384.0 614.400016 585.142862 153.600004 - 2 512.0 655.360017 606.814814 154.566038 + 2 512.0 655.360017 606.814814 156.038096 3 640.0 706.206879 640.000002 160.000000 4 768.0 722.823517 664.216187 162.754967 .. ... ... ... ... - 93 12160.0 814.058574 406.179533 198.936606 - 94 12288.0 814.111783 415.661740 199.298541 - 95 12416.0 814.163950 412.149375 198.854847 - 96 12544.0 814.214963 412.971190 199.012395 - 97 12672.0 814.265046 412.097543 199.069228 + 93 12160.0 814.058574 406.179533 199.140227 + 94 12288.0 814.111783 415.222812 199.399583 + 95 12416.0 814.163950 412.149375 198.954424 + 96 12544.0 814.214963 412.971190 199.209928 + 97 12672.0 814.265046 412.097543 199.264875 [98 rows x 4 columns] @@ -306,7 +306,7 @@ In the above plot, we can see that: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 3 minutes 20.262 seconds) + **Total running time of the script:** ( 3 minutes 21.705 seconds) .. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py: diff --git a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt index 5528ff006..f648ffbc8 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -458,37 +458,37 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we matmul-performance: M cuBLAS ... Triton Triton (+ LeakyReLU) - 0 256.0 2.978909 ... 2.978909 2.978909 - 1 384.0 7.372800 ... 8.507077 7.899428 - 2 512.0 14.563555 ... 16.384000 15.420235 - 3 640.0 22.260869 ... 24.380953 24.380953 + 0 256.0 2.978909 ... 3.276800 2.978909 + 1 384.0 7.372800 ... 8.507077 8.507077 + 2 512.0 14.563555 ... 16.384000 16.384000 + 3 640.0 23.272727 ... 24.380953 24.380953 4 768.0 32.768000 ... 34.028308 34.028308 - 5 896.0 39.025776 ... 39.025776 39.025776 - 6 1024.0 49.932191 ... 52.428801 52.428801 + 5 896.0 39.025776 ... 40.140799 39.025776 + 6 1024.0 51.150050 ... 52.428801 52.428801 7 1152.0 45.242181 ... 46.656000 46.656000 8 1280.0 51.200001 ... 56.888887 56.888887 9 1408.0 64.138541 ... 67.305878 66.485074 - 10 1536.0 79.526831 ... 79.526831 79.526831 - 11 1664.0 62.929456 ... 62.929456 62.492442 - 12 1792.0 72.983276 ... 72.047592 71.588687 - 13 1920.0 69.120002 ... 70.172588 69.818184 - 14 2048.0 73.262953 ... 76.608294 76.260072 - 15 2176.0 83.155572 ... 85.998493 85.632545 - 16 2304.0 68.251065 ... 77.057651 76.809875 - 17 2432.0 71.487187 ... 84.877538 84.367759 - 18 2560.0 78.019048 ... 81.108913 80.511054 - 19 2688.0 83.186525 ... 90.102270 89.044736 - 20 2816.0 81.674548 ... 82.759409 82.759409 - 21 2944.0 82.921853 ... 81.832567 81.967162 - 22 3072.0 81.707223 ... 88.060814 88.750943 - 23 3200.0 80.503145 ... 87.791493 91.888011 - 24 3328.0 79.901550 ... 84.895397 84.695641 - 25 3456.0 81.849303 ... 91.407671 91.200871 - 26 3584.0 84.427601 ... 90.458141 96.579370 - 27 3712.0 85.748791 ... 86.980708 87.170458 - 28 3840.0 79.334289 ... 91.777595 84.292684 - 29 3968.0 90.859224 ... 84.915752 90.994735 - 30 4096.0 86.424811 ... 84.735086 91.678778 + 10 1536.0 80.430545 ... 79.526831 78.643199 + 11 1664.0 62.929456 ... 62.492442 62.061463 + 12 1792.0 72.512412 ... 72.047592 71.588687 + 13 1920.0 68.776119 ... 70.530615 69.818184 + 14 2048.0 73.584279 ... 76.608294 76.608294 + 15 2176.0 83.500614 ... 85.998493 85.632545 + 16 2304.0 68.643310 ... 76.809875 76.563695 + 17 2432.0 71.487187 ... 83.119713 85.134737 + 18 2560.0 78.019048 ... 80.511054 80.511054 + 19 2688.0 83.737433 ... 89.888756 89.464755 + 20 2816.0 82.602666 ... 82.759409 82.602666 + 21 2944.0 82.102191 ... 82.509987 82.784108 + 22 3072.0 82.661468 ... 87.924073 85.275760 + 23 3200.0 84.993363 ... 95.665176 94.674553 + 24 3328.0 82.939284 ... 83.130825 84.596116 + 25 3456.0 81.766291 ... 91.097818 84.597660 + 26 3584.0 84.905939 ... 93.759530 87.296493 + 27 3712.0 84.159518 ... 86.341700 86.867254 + 28 3840.0 84.874902 ... 92.236860 84.552479 + 29 3968.0 92.302520 ... 84.098250 90.791620 + 30 4096.0 86.426548 ... 85.434583 91.180520 [31 rows x 5 columns] @@ -498,7 +498,7 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 5 minutes 59.250 seconds) + **Total running time of the script:** ( 6 minutes 6.796 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py: diff --git a/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt b/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt index da96d2c09..72365ba00 100644 --- a/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt +++ b/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt @@ -240,7 +240,7 @@ References .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.482 seconds) + **Total running time of the script:** ( 0 minutes 0.496 seconds) .. _sphx_glr_download_getting-started_tutorials_04-low-memory-dropout.py: diff --git a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt index a6ade0052..5c0126fed 100644 --- a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -42,32 +42,32 @@ Layer Normalization 1 1536.0 347.773587 134.540150 344.523365 2 2048.0 423.724127 161.684218 325.509933 3 2560.0 458.507457 181.775141 326.808501 - 4 3072.0 511.999982 192.501302 317.793096 + 4 3072.0 511.999982 192.501302 319.168834 5 3584.0 551.384634 208.271186 311.652167 - 6 4096.0 568.231237 220.412561 295.207204 - 7 4608.0 504.986315 232.825259 292.571431 - 8 5120.0 529.655159 242.845844 288.450695 - 9 5632.0 545.032265 243.545956 289.438969 - 10 6144.0 546.133354 248.661056 286.879370 + 6 4096.0 568.231237 220.412561 299.707322 + 7 4608.0 507.302750 232.825259 286.507772 + 8 5120.0 529.655159 242.845844 284.444444 + 9 5632.0 545.032265 243.545956 290.060087 + 10 6144.0 548.163546 248.661056 286.879370 11 6656.0 534.260858 256.000009 285.767438 12 7168.0 507.469040 260.654538 286.242939 - 13 7680.0 479.999983 262.564106 278.850215 - 14 8192.0 463.698115 267.130429 285.352682 - 15 8704.0 417.791980 267.815384 284.987724 - 16 9216.0 431.157889 272.729961 288.751954 - 17 9728.0 438.857162 280.278512 290.027323 - 18 10240.0 450.109870 286.433562 290.153487 - 19 10752.0 427.231788 246.935876 290.922209 - 20 11264.0 426.397479 245.760001 286.676558 - 21 11776.0 422.457417 249.888595 288.981596 - 22 12288.0 419.504980 254.673582 294.323369 - 23 12800.0 414.016170 253.674644 288.450715 - 24 13312.0 411.181478 252.959629 290.179836 + 13 7680.0 481.253256 262.564106 279.272719 + 14 8192.0 462.607053 267.130429 284.939124 + 15 8704.0 417.791980 267.815384 285.377055 + 16 9216.0 431.157889 272.394084 288.751954 + 17 9728.0 439.683593 280.615388 290.027323 + 18 10240.0 450.109870 286.767793 290.496460 + 19 10752.0 426.525614 247.172406 290.594591 + 20 11264.0 427.071098 245.760001 286.676558 + 21 11776.0 423.089806 249.667843 288.981596 + 22 12288.0 419.504980 254.893699 294.323369 + 23 12800.0 414.016170 253.674644 289.538159 + 24 13312.0 411.181478 252.759501 289.916513 25 13824.0 404.604870 257.190689 292.056329 - 26 14336.0 393.215988 254.485198 286.719986 - 27 14848.0 385.245405 257.665934 289.246765 - 28 15360.0 373.874218 257.790220 286.211174 - 29 15872.0 371.274849 261.626369 290.120338 + 26 14336.0 393.665895 254.485198 286.719986 + 27 14848.0 384.829370 257.665934 289.246765 + 28 15360.0 373.874218 257.970599 286.433562 + 29 15872.0 371.274849 261.986243 289.679087 @@ -339,7 +339,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 2 minutes 12.441 seconds) + **Total running time of the script:** ( 2 minutes 12.368 seconds) .. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py: diff --git a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt index 4fb0e7081..8d08729ec 100644 --- a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,16 +5,16 @@ Computation times ================= -**13:16.466** total execution time for **getting-started_tutorials** files: +**13:22.195** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 05:59.250 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:06.796 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:20.262 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:21.705 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.441 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.368 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:44.030 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:40.829 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.482 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.496 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index ed46ea9f6..343986767 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -325,7 +325,7 @@ for different problem sizes.

0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 2 16384.0 38.400001 38.400001 -3 32768.0 63.999998 76.800002 +3 32768.0 76.800002 76.800002 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 6 262144.0 384.000001 384.000001 @@ -335,12 +335,12 @@ for different problem sizes.

10 4194304.0 780.190482 780.190482 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 -13 33554432.0 842.004273 842.906750 +13 33554432.0 842.004273 843.811163 14 67108864.0 847.448255 848.362445 15 134217728.0 849.737435 850.656574 -

Total running time of the script: ( 1 minutes 44.030 seconds)

+

Total running time of the script: ( 1 minutes 40.829 seconds)