From bec0049ff543db79006109701019560fa668d08c Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Tue, 26 Jul 2022 00:50:19 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- master/.buildinfo | 2 +- master/.doctrees/environment.pickle | Bin 104607 -> 104607 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 55923 -> 55926 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35766 -> 35766 bytes .../tutorials/05-layer-norm.doctree | Bin 34998 -> 34998 bytes .../tutorials/06-fused-attention.doctree | Bin 37415 -> 37415 bytes .../tutorials/07-libdevice-function.doctree | Bin 22463 -> 22463 bytes .../getting-started/tutorials/index.doctree | Bin 19309 -> 19309 bytes .../tutorials/sg_execution_times.doctree | Bin 12419 -> 12419 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 8724 -> 8724 bytes .../triton.language.atomic_and.doctree | Bin 8820 -> 8820 bytes .../triton.language.atomic_cas.doctree | Bin 8361 -> 8361 bytes .../triton.language.atomic_max.doctree | Bin 8724 -> 8724 bytes .../triton.language.atomic_min.doctree | Bin 8724 -> 8724 bytes .../triton.language.atomic_or.doctree | Bin 8795 -> 8795 bytes .../triton.language.atomic_xchg.doctree | Bin 8797 -> 8797 bytes .../triton.language.atomic_xor.doctree | Bin 8820 -> 8820 bytes .../triton.language.broadcast_to.doctree | Bin 6799 -> 6799 bytes .../generated/triton.language.cos.doctree | Bin 5106 -> 5106 bytes .../generated/triton.language.dot.doctree | Bin 8383 -> 8383 bytes .../generated/triton.language.exp.doctree | Bin 5121 -> 5121 bytes .../generated/triton.language.load.doctree | Bin 12621 -> 12621 bytes .../generated/triton.language.log.doctree | Bin 5139 -> 5139 bytes .../generated/triton.language.max.doctree | Bin 5897 -> 5897 bytes .../generated/triton.language.maximum.doctree | Bin 6388 -> 6388 bytes .../generated/triton.language.min.doctree | Bin 5897 -> 5897 bytes .../generated/triton.language.minimum.doctree | Bin 6388 -> 6388 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 5120 -> 5120 bytes .../generated/triton.language.reshape.doctree | Bin 6156 -> 6156 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 6288 -> 6288 bytes .../generated/triton.language.sqrt.doctree | Bin 5133 -> 5133 bytes .../generated/triton.language.store.doctree | Bin 10311 -> 10311 bytes .../generated/triton.language.sum.doctree | Bin 5885 -> 5885 bytes .../generated/triton.language.where.doctree | Bin 9863 -> 9863 bytes .../generated/triton.language.zeros.doctree | Bin 6808 -> 6808 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 67411 -> 67411 bytes .../python-api/triton.testing.doctree | Bin 6830 -> 6830 bytes .../tutorials_jupyter.zip | Bin 76030 -> 76030 bytes .../tutorials_python.zip | Bin 63026 -> 63026 bytes master/_images/sphx_glr_01-vector-add_001.png | Bin 24308 -> 25638 bytes .../_images/sphx_glr_01-vector-add_thumb.png | Bin 15597 -> 16026 bytes .../_images/sphx_glr_02-fused-softmax_001.png | Bin 37432 -> 37336 bytes .../sphx_glr_02-fused-softmax_thumb.png | Bin 23901 -> 23803 bytes .../sphx_glr_03-matrix-multiplication_001.png | Bin 59045 -> 59201 bytes ...phx_glr_03-matrix-multiplication_thumb.png | Bin 33981 -> 34006 bytes master/_images/sphx_glr_05-layer-norm_001.png | Bin 36278 -> 36235 bytes .../_images/sphx_glr_05-layer-norm_thumb.png | Bin 22421 -> 22345 bytes .../tutorials/01-vector-add.rst.txt | 6 +- .../tutorials/02-fused-softmax.rst.txt | 14 ++-- .../03-matrix-multiplication.rst.txt | 48 +++++++------- .../tutorials/04-low-memory-dropout.rst.txt | 2 +- .../tutorials/05-layer-norm.rst.txt | 54 +++++++-------- .../tutorials/06-fused-attention.rst.txt | 2 +- .../tutorials/07-libdevice-function.rst.txt | 2 +- .../tutorials/sg_execution_times.rst.txt | 16 ++--- .../tutorials/01-vector-add.html | 6 +- .../tutorials/02-fused-softmax.html | 14 ++-- .../tutorials/03-matrix-multiplication.html | 48 +++++++------- .../tutorials/04-low-memory-dropout.html | 2 +- .../tutorials/05-layer-norm.html | 54 +++++++-------- .../tutorials/06-fused-attention.html | 2 +- .../tutorials/07-libdevice-function.html | 2 +- .../tutorials/sg_execution_times.html | 16 ++--- 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 24730 -> 24936 bytes .../_images/sphx_glr_01-vector-add_thumb.png | Bin 15685 -> 15806 bytes .../_images/sphx_glr_02-fused-softmax_001.png | Bin 38252 -> 38093 bytes .../sphx_glr_02-fused-softmax_thumb.png | Bin 24222 -> 23940 bytes .../sphx_glr_03-matrix-multiplication_001.png | Bin 57967 -> 56830 bytes ...phx_glr_03-matrix-multiplication_thumb.png | Bin 33467 -> 33181 bytes v1.1.2/_images/sphx_glr_05-layer-norm_001.png | Bin 33058 -> 32936 bytes .../_images/sphx_glr_05-layer-norm_thumb.png | Bin 20973 -> 20992 bytes .../tutorials/01-vector-add.rst.txt | 6 +- .../tutorials/02-fused-softmax.rst.txt | 22 +++---- .../03-matrix-multiplication.rst.txt | 46 ++++++------- .../tutorials/05-layer-norm.rst.txt | 62 +++++++++--------- .../tutorials/sg_execution_times.rst.txt | 10 +-- .../tutorials/01-vector-add.html | 6 +- .../tutorials/02-fused-softmax.html | 22 +++---- .../tutorials/03-matrix-multiplication.html | 46 ++++++------- .../tutorials/05-layer-norm.html | 62 +++++++++--------- .../tutorials/sg_execution_times.html | 10 +-- v1.1.2/searchindex.js | 2 +- 165 files changed, 294 insertions(+), 294 deletions(-) diff --git a/master/.buildinfo b/master/.buildinfo index a80a7f24e..aabe6f9fb 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: 33f6d59976b572bcc0053634c6375e53 +config: e4b0495570fb44f14bb826391828f8cf tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/master/.doctrees/environment.pickle b/master/.doctrees/environment.pickle index f82b43be2a771bd7f6c692b5cb65ebbf26f9cb91..03bec3ecb1b0203bef4cb348642b9051822834ce 100644 GIT binary patch delta 10424 zcmbVSc|ep$vbRx(I|>p(KtN_t5RgkQ0Ra_|LqG;R5QX6oXkZ2bZv~7Oqoa-%+PREI za~O^Bm>3gxY!$0Wxm#I|&-YKTgXjjNrUkQ9@Y7@ZVb9h;aG7aJG1cye9h;<&`*=$N{g zn3$yK$+by4Z!C1`uVl$%JBQDS4~kBn5*IxsIxZ+OIx#xB*W_5OYp<(qZ0j{8M|HHc z(!c&H|L1lf#?kwa_YPJ%>gWIAwxVhcHSN77Clq>JOI>^K!roAmN9)Rt27^9Q*V-7> z(bm{u(Dy=wQ>tosqrSFo1srvn0_QG_a4>~}$25Nk4|j)uInA|A4FtJ_L8r6(U_&&# z>RdM15I^dVHxl6L$>J?Bu5$y~1h_V3!q8sRBv=;_;b3SJQ&ZSv2U7%^ePL;w7hIn> zUW8_`@S$}pTH#n!D2$lw1eS;x77a_nLqw;RxxwEjP7tk`ELz0QWRXK#8ugGK9t!>q zPB1%VEPR+U0xr0WX8nV_Pll;%ejcD1I$s)n*5>A~{H5=-CWqio`MbQ;hh$n>h>ZToy-zW9{PI z0ya_Hp3IyfGkiQuZFGXSVWjh6cHw(*DyzMAPn20sZ^~n;P)?6!1)EvLn}KB zU~m}+kxu?Bkh-ekjUBzFK=4TM8%AH0<;ltC9J-o^4jGb@dHM8zUF>|*o5$Nwci=ca z&4$)J@f@$Wq4ghK;#D@ZaoGu;V?&#=F7eqmwAt|;uCt+@h{fDsL&kUB<4IjMxaINZ z_*@&>TK^9|!-lqv*~W`($n5eI&$XeQt%rDt4ehG);f(|6o|fxv2##Oi^K9rr)4M!t zXjlK}ADZ?%ud_KHy7L&HWkV0|ozJy4^hm{Ro?%0ey14U%0c1JL6K!a3tvBa3^jPG> zyvc?RCLQHdhYsnoPX57H*7JOu^NCh9pE7{%OyC7J^yIaJyx4}Gs+-M|2hi<&-e5yd z@2lpOHgqVomd_bLXPS5#qAq3apNZ(;wKnH7C%bv74IQ2G>&jlU z+>BH!2iqM7l^G*3qc@~x6v8*@v9K&X2vnId08{1D7fGZt=T_+ZRz zXS3X;)W(Qu$*=)0rXMr?us^h0Df495>EaIurj3Ew)8cScxo~#c1Xd!;Mp^1*IS*KN z1k9cp34hCqWV0l?jA(OqBukKJCEB^vnr1|T$Bampk7zy&&y8foWM|2;Y>+WWW=66( zQhOdV)JjjPEVCgsXA)a1%TifZ%Q8iJ7s@)XWA=2ZnJ{~y)HIl}g0x+ja3(3N9IoY# z$LoN~1z3haWL~isop5V=O)5iMYlBYT+c2%2C&A9VK-LT=@~*RZxKI!b->n)8@8{2h zh#EB%6)b_yDmCQxs6jPr5&WC0;fM%=r)MpI%SCGVVBa{%F025r3N^f5xD+A^)UdE< zH9U{_++lCC1tRs zMGZ+;{2*962Yy_rhTlFO3omNtL2a=H-uN^CN=nP2YJnQeSAF1SsTSVDd<)Cg!z=aJ z*BTEP8KDB-Im=+rq5;2>Io8&{;bW_jUO)D4wr|N2)#OW`n&8mc#A2YKZ>XgP6oHIC{qoo@?+_ zfW9IdzQC;HB}xF_Ry4o|m1G!4QE+%+9+ct~|BgfHiW&})iyFb9Py^c=M#9BK&AV_W zu`ck+W_Y$#Evh`32Sisn!K&ZfAfT!WTyRJjusffPl=v_WQI7gAgdatn z5i)SFmCYWKDS+Ez4!l7ckY1_aIO38LnI;4q^%TcDk$9}F&w}ISY7y_{{Qqm*vZ_&eV^QC1xgtd6U7cIrG zqMD||2`cp);dA_Q91S(Fe;$32PU1*7yB`i4=E0OAwK!bH{6W*|0VS<-C1v4J!-foz zbcN@VMpT8*C5;YSUPl^H6y8o6(G$LoG@>Sa2WfOR^1Y|VMrMy{op^4k*Ej%oiw5y+<|q!B~-Dbk2R@K;GA_Q3y28Zifc zl{8`v{5#T!G4Q*j5nJHSDlCX8aBtFxCGZf^h#~Me(uf@JOwv+`vhgBPi52jLq!A@Kbn)|Zq|v3%|BE!b@cGB2(PhuSB8@J3 z{^zDzy3~0ZX>_6UeA4JL=krOUi=5Y^w$wDN zgMN^$?G5G4mZ9wvnQ-!88q4gC6sdVw_AXsx)g~@4v}(o`KQWm1X#$MwNyhWM6_P&F zSk|qMVyJk)(_7V+FV++)pmkG#Mb}xt#3)C+%_zR8zz-6;wc=MtZ0EV|Fh-gO1oZ`3 zoF15GMU!(`MUxv9viL5(z=N=c=dP6c5L@^nB;m-7(+$Lk+x;N1eT|_Rw#a zhh^DAORd_yhnHBj&PVl%29=isE&h)cFepBp09ALA;lq9H5OzcZ`u%+{@s1vEvaxXP zaV@z0sDXq7eQ>nPfVWx@Y(1!js`Vc5ZqF!-!xLc)fu|+y$s>yL%TwnS(ePV-~b;S>!-YA;gaRv)sjAf*G zz>b&RXLBvJXS~@Te|WGw`zM@gnI`<@OPJ>F%NrdOyz~5fl=i{{4lwy~WrE6HYXQ## z8q1fjg)uh6GP19m#LhRmNO-)pnu*EbIIg=FTSQAF_KYUq^p^}q$kX!K+l^Lj{yVFz z+Ko%CR;~W8E)GiE`o9$^HmLewxaF(&>#Pw~AKdEKE^{UvG)#{KL@&P5Fb!P1(g)lB zjhDm6t+3=j8rbzoAMjHKWFku-?*$E1eAWl0Kj@K-G(pBcH4ylDpO|wWW>{FJf#uh< zV#)~2a_d^3cx4n?2MCHMX`G9@ZTu-?3 zr4}w;(*VEOCnk*409(Z~DaFLeQK2 z?P~Gzc(mO3whvzUmmc}eT6p4T4V<~vC!Tj1RR8O8Pw>926%V^&^!D3*aQPekAjabX z-~FJ43*Ty>_Md$a{SQ4+kbd@43BF%xAo|BX@$>}z+N$p4_A?(h*!YuHtPRDS_kQYw zJHJxB4*2Ld4ZQhtpSbIbJs99YNLv1*6<7T*diQ_&pkbdulAT4e0Ln!Q|62 zKeD5d@WMSUbe~r~^~hiQAo!|&Fk7mGyH_>v>u-HxkvE&U+m#&@Gkln4_j{}l%pWVE zHojB|`cE{c4>+(#93WNDHcAplhOY6DL~%{I*8C?S+;ro0SW416AX1g{Xqo4n~a!NTGyu`#%%=6fF z&FRNO892bOuN9Y-5jMcBuQjI=BUl1M&Es@uBy$`pwLQ_yRnbnyu{=d{Ph{sDr1#Tg z)}Ywtq_NYAEg*yaTd_@;!Gaa7JclhBCTqNv&%6}dtwOe1(N>kP3l4DafPwg^0X{pZ zIh{5KzgWpg^M^?~nm<%>(fr|(h~_&>7K(@{Xg-tt69th^tU$~Y5z$T*#5vJOgcAj^ zO{`82UFaj4iGnyL3L=;&h+U${B1VRih$RYQl_-c(q98trg2*HaVv;C`Mxr1JiGuhe z3L=jvh&iGl+K7TUBMKsnD2OehAgYLhcp{24dPGA>6cGhI9HAg?h=PbA3SxyQh!Ub8 zK8S+IAPQoFD2N84AP$Iv2p|e#e<+Chp`gbd6vX*Z5aC0CY|ob@aXl17^iUAX%XjB3 z!cfkpGlQ^{vv4+7TqQAGxGrG$*djs~;6`c@-!EVZU9=Qt{-K+EwvY>B=C|#Tv-@CQ zupLUVL#1};J1e5)HS_Q7P||%$&bhRNW^r!5wH?yfp%6PX-VRL|gu2W;bP&X+F+0?1hnCo(7wph!JM^L*ddUu*8H~F4p9Vud z)Nk+zhuNWQJCtLGX4;`#JG9LXU9%$k6=de#f476z`_buyN>;#Fl~`ZJ#-lh~#lqMO z@qQHxLGeo!3q;|oW8+wnNY$|kC~9>q7>%2CY-~E6WhSSZhB|$0bWBoj{`AfG$GU>d zSux4UF}?DnGdVWvS|rS$flimqvYfKq!kFZwIP{C_I;O^yj@6j5NKC9|K`8PS(X1GE zRLc;HB0j8U8VtEtEqfGDBP*oW$m-QK*y$qCQ^PX6>21Jla?xfM%ql9xzQy$7YbCD| zS8JHhMCvskGL z^qE=IT+$$$Z9b?6)}{x|!hqGaAhWczFsmdsI(o9KPgjK5x|5jQnV(M)n?2rD9ED89bDfvvv7J*SxKo}gn?L>tb)wKoFZFii$qi%8y%sv>6%kg zq}5VaVqyp7chY8-QVnaHVo4pl-&?8SG9x!HUt3y|nPjaX_SP{UT#gs&*vSg|E7ZbX zd4Zy!#~c*&l7oVl3I$!DDChwP1zn&h=+s6*7bprkVNuW=qM&wB=h69!F1;nBK$|v8m!f6YimW@jZztBDI+nh?m+h@9t(c zjTMW_Xkf`Aqy8qi7LLOId*=K}NZR zM!AALasiEU{d(l`8RhC3<>DFT+8O228Rg0u<-!@|y7frjW0bVVC|QqDk{+YvJVyDN zW|V}-DEW?&Yv~3xO1fi|Y{w|cj!|+Qqog`U$#jg8=olr>F-n?alq|<6Nsdu+9HXQ- zM#*rD@)gV|>5Wmc8>1vQJ(AlPCABdkv#A_1q(?Fvqa-#)$!m;~))*zLF-lTnl$^#W zDUDGw8lxmMM#*Q4^6|_)2BSg$v7P4n0e%OCm!CX}GJ#tjP(NiT~CA}ra z2YyHSw{s_ccI=QLp?sDoUdd8%2W&&3k}s5MrJ3t1S+GhzR8CL~fvcECMJ$tt%UmM5 ziMjUY;bPq?HWl~9`Bf}lC7&%5sal8#TFqQ>heWJKyL`G#SJJIs&Bm(a3+8kg=th6Q zxAv-7T%vIKmYJ`F@9V_3i|8t6N2T8lB7F@;5MAZkfe8B1IRf|Au{CTB?yZQmI4EMR zyvEk32fo1%@9%cD*uRz~tCTlRCFIUp9JhSxG$@9uZss8}I+;6e!@^FMsFH7<%WaJY z;ch(NiCN^kXBXK+;C#byYfsZfbQe111L$U@5)R$Ny?serNB?*W#p7L=xQ2SVLnd%* zU)s{|tq>!+(MuGW3nc^gDFC-|S2vz?<>E{?%Rq6LqT~zdQ?x+-qI4beV+&5Vu4A_u zix;}}Y_p0EU{iwV+JL{%`iyLp2-$#}zh11`!1k)>JT|2$&fKlcN6g=dXGjj!3==oE z;)DOSjjU8f2em0l39H=18dP*-_ty*AhV`5`vosZ*;HF>-3l{p#Y^I9Na#K7R)Z*%9 zmZhRo#^fV@C}d;A^d8oXojl&d@=)9*F->F}*({~Y>3fVUl6vgtPL~Hi6fk7Sre0Hy zcy|lh7j9twDzck$WE|gu%%Mtb-@<$XXi%K{%kcZ!+ZvbY+B-{I@e7 zKk4jIoUYBfjt)Kb6&VRKprY-}dyH&oyAt4Bt8441lPmx@ z4-7bg4aCcUhyQm2$SIT|?6rF8+YIgPa++eP>EE`q(Y~_kK_$SYzOk)Z*Nk1m*(wr~ zb}*kw(*KO&cW+tR+^lO|O7lY#Dt*sNAAgmWB~NthU%}B93mo#}=VL?G4PDmmZlc)%xBAklJ zRD@D7g^Fw{(x`}`VmcMMR0LCzK}C_kKc0s>@3l4%FV+A{aemAO&*Pugah4r>r6}xW zxp?qAh{*XVYfQbk*^5_Ul}O&r@=st$_>tiAHkctW{TVAXh#i9E;Ou=U*qi?YUS0Vs delta 10444 zcmbVSdt8*&)^;Nfj6e#aAfO;KASx)J+(AG<`bs=jkcOjAuu%p`qev_2-bt~PdZbbY-}A00JWUmra=E=pe?7abL! z5QR!@ZB$JCwkwsceMy#Fwr$Yt$wARki7`_WqoRW%BI6<>drU4hx((-8Jcd>v6Q37n^K} za+?##LSfN_0MR>+xx=aGQ7|$pX`p^t8$9Yd3dbI*menllF@Wi+>gwvCXi^jlhxaFj!l(ursnQwhdQ5?^EzRErrvZD6p!(oi*sL$^n|VLzdww~eVNEu00@II4_RLw(~ycqBR&)5GC$*9jB`ZOtktoD3@Y z*{F%m9gACf;C$k!?Gc_>RfK43WX|Xpx+0vUwNb7BQv={m)Cf6is^->(Jtiu0EbF1M z!kiinpqrwF;z|AxHNl(7#BmUb)Aii=C|Orv3{%1OsiPn=dIXD-tI#`7?OfH_D!Ujf zBAc1BW$%=uPF)292MowgKYe6*?aSYE@_IY^Yj!Hv+0ox#Im=V+=;*2Yd7T~gcGU4A zJ9;gxooCw7akhuI*wO2uU-N7`I&u6gZ|t(eH+JOn1Us@WIL_nk=~k==yc&PJl&2y@qLCH?C4x)9G^9CK$mUu&)xc% zx7wYbJ#~%8+0pq4&Aix-E)0L2>+hmJ74x}vbTRl6PrQrXd6+M>qt9oz^0d3?%7;7! zQJ1pzm&(5YLe)mEQcDivxJ9-TB?npLm`feLrG1FSMgy9}nlrcJ$jb>tI)6 z603)2Q#5cp(F0Jz=JJ+ZN~R+Ss<-P}5_|#ocNQR3!}- zGqy2bn3&=Uhm#Xn62|#KX>u_3PzMPqi`DdHQ4gto36MH4y6Y=$*QBEH`O1vD1TU<=EJgOU}KVp_{PizLwH&=n9~YjN_sRbN%c{i zM0x_-V4856RgR8JF!G*_O+;S!N8v{EgVp&)E@BF+Bo2v4_3bU$x9F zl`;EgM1U#B6~4>~WI1p#CzQov8v+rzMcy>gt9wkU*7mjrouQ{;S_f~0ZMlK001oF~ z!Z+%*{9yQY#V9zHR}P7V8Ys+P1iV25Io%pi&0GM>YBaE41i_Ot=fTbeTKM?UAede- zA9`nL;EjUC;MAsp%EFc4RG@)l`+UHws2GNpYT=U?M#J8s3W%-JfM(V%s4LPy*$F@R zeO4LxE!4oRlYX$ZxC|~dYasrNKLnS|hS53=+&Mc6UMeYvo;(d$&jmtpX$5?QeVEVt z!qw6eNSlM>mE8xI4OnZfr-*FABgk*|68N;XpTXmb7koOq4nENLGp?Ak1ia_>GmI}^ z0=%`K;S3t8=V@U2H(~Jb+*;V!qJfdu$3tF)9*$$t_5r`DSON!1HSlnaC*X+(yXGy0 z-8ci0KYP;2?hFTiaEE6aycA%VKOIiv+>)10MEGWY1KgQQhA|Wc`zmu`S&0VzsPzPo zUp*mVK_!@H%LF*Npcx))QgmL`45gJCQSHS%k?**|iaYKwy1E*A^JTz}JT_Ezc&a)V z9xJy6R!6#uKqur-qpODz?Qw;5x}RYRPT<2e+aMfM3u`ySFPz5jf&G;T^pt^aekd)w1J%>^*`w78Oy~Lq4 zObx3SX2FFrjfnJS(h30$1+b)EvvUNaX_yads-@ElQX4zqCN4D2hd4MApEY5D7pQq2 z{8*_ByuzP(!DmfgaDeAS-Aw8N3vOzHP+V}VjEI!*3&i3-Ygzz<8_Bp1lAAT6P0NOg z3v02QfEEK>E|!*17}w$nms^UU2v?=B))lG@>*0BPS6o_ap}3e{OINXf0vitdTFW84 zRwMS6u>jDvc|vj997%5YBp_xAK_V~5f|Ylq!AC{I?{-P@K(}@fAH0$5%=JmNF(0S#s5Sqkq-VO zX-GH*@E1rUuEAd?jd%uspETka{5)yIFZj2l5x3yCNF!ds)hcX=Q*a;Bh)?hk(uhm& z$)pjD;OV4IBXY+JNhSWkD@h~nz?(=T-oTfWMx23fAdUC}-$5F21-^$g;tBjPX+#nD zG17=0@OMZfYQWEuMznxmBaJ8l|5-I)!2rnz_#hX=#0B^;(ufD}F{BX(;FCzB9^SGo-kfu8Q3wN2~R(!wan^FVywWjd9jIv-_ivr z;P9$p7SpotnRtFM?)*c$6L3Rs6A!sz{JNEs7-^pHf@~Q$GYI|U`MYkrO!R_6x zxaIpp+}aZOY>(FR%-V4b6;BAV23cJ1Emr^~_uN;YfV}OaEuQNYU}<}RGqHWR9QRq# zIReML)IE-oru31rajt?aPi~rT)4VsEZQ2W4206)C%iHEwn=Nm9i=qKlc@;7hv?qCo zlSmoFVntdk@|S~Rkr=1K;if&PVWfFlmi%e4O}qWjBAd46&jv+uTI_Uqo)Y}(sTt!L2isIm&j_HoF4Obavjzl!|D?ZBD1|KBh2NyvS0 zg$_2eY|9e|V;G7v&!nJ$qm~H#0XG~f4*eoWh_I|ZJc#@cJQqjesO12I@^h_t8ZUzQ z&+vI)w8GfiN_l&ZtOxb)T1);*(F_$&*!uD*mSCxS#fSa(7Y>#Ke>Et*OnCJ@?B&+0 z>z!n$+j>8sPG7s%3HS@jz-1>|AooSB<%<*euI0YyX$i8nDazw-wn{}VR@z(nOnmQY zd!=ukY!RouZ~;tjr!mqzE$9A$@1E4k-(6|bF29E>FKzYjyE!S^y&o1SHmLeYWw~}r zZ;Pn<=tiG*x`~OXU}SUgXAHtu!?bYnj8#0y&~oQ&n^@z7mhGQfVa*D9R}$dObBo~6 zD&;+y|Ctqj_}zdEr3pT{qlLf=R+#^V0a=O`mR>A@=~uOI{i0PoITjyM-p7_$8~j>WTx}-5yu;;-nf~JFi&9?0fpVR?P8&AHFCNi9^uMuUcXJ5B(Cy zmwUmRUzULTk6M^|%_^o$_|K8gV8p{;m57!I{7mU(_xjojrQaEl`K*Mr@3nB{8>?{A z;*cY+uNK#|ILa&6t>XBw{zZIM;RQZ7OT<&&=-zVE3c=?M{TPuaeEVGq+&Zs?y6>$p z<#9uQc2oskyR{JcqZNww#X|KDIeo;)9oGN51jg;x!tH-sVgI+3)d@SVYvJ!dTfuzR zU?WL&VE9xEJASo7_hs2LocXO5+OKFqcgrevjK)HdZUL_v3NPL+5z7Oy#)#joaQr7j zfBIAfPyDQf-|txA%m!K=uN`h|4;<^(?)ZRN!TBp&u#G}h!S%1SM|L~0hn>WSAXG##IIUrdAwvL)VleN{2c6v0|hLcDS}z>Co(f-YXXj{b`uHxOxwUoV=(N3x+T& zlCo`QTV#NZl(~x+hGIZOr&fe}VnMh3@DY$pE)(bdv6$Ol*yr<~8;GDSgGVlD#Xr0; zN;{MpkY9BQS5FLja0CXu{>Kb)fw4H4+UPC5^I;`Bo4iS5j+$tch&Id(Ok+PQwy;b# z1~rVU%x3ePrT1hW8>V<~6tESFwz8P@I*DN}$~H-~v{n4>!n8+HX5(8bnQ5N0q@{TS zB`3`rBnfGrTC!0@L`CzMIpR1yX8NEAdOQ4oVfLG%#?aYqzH z98nN!L_w4h1@T1`DRk|IlBgmIx@tl}91#T(L=?mhQ4lpmLA($JkwO&22vHCnL_u5- z1rb3M!~#(e1w=vDK`4m(p&;Ui0$HCQN#cAci148xwwLF@lSOL<%V62UQo$y$1aY23 zo^YGT0$8C4n}^?TvbZsi#dgtBnEA)<@)|=fjG5nbKx&WvzF-HG#s0+LK^IeE&mjk-!fP(${53g}RS_c&3fI=P6 z*nX(X%)|OYGjDZ3Z4PLW1A5T`9dSS}IiQyv&@25>7yoO2$OroOe?n&mG~EGZJD?d3 zD8~V9c0dNSE7B5a!vk(-&RkJ`8emXXW zRf=RC8;hb&$AZzgLB~d=(q3kAt!>a7q9dc?d-5_i;NR==(`QB{Bt-SdozCRatZR`l zFB6@E)625Uatfjn;wPhDT+%TOcIi@sT~>$drRcH)m)zn!44vFB+cjfG77Z8Q&t{(ws=zjM zzgf6zb<0mLEiK3@j*g6+BJ*i1vq?RtFn@X$&R7B(E5hW#f!56Q;!?CGkkxKX&(F`I z$?c!-mR^uiSXNvr7vXN~;H>=gg6u+jv6W(yo{b1s#&pXrE-WdbQlg^!_3v7eUP>9Z zF~uT18}6fI49?8S%_}J_PLH=Gh+TT-i_7t%o;^38{%%#-BM(p%bg6?PRS~pQi0A-C zK^HkF=m14QyEY0sKvB>Ri-P751&xcMLY$~)8`*48xR7PC7}2wk&0r1U+(MSfW(wa1 zR?ITQm`3I;x*FJYHeJ!rkX}Q21)Hjv%#CQuRrIe(ZxYd*m9sLjiL?1EUGd!J=rM?l zCbodh61$u5>uD7?NW_WcW)#K3*vtx;UYtfG=5#O*5!J%dSfXfeVWn)Lc(Vng(uB8x z9cJ@{)qovM6Ctfw$b7N3l@*Aq9COaL;$zGa+BQ}$d>YVTY{SQE7VoyPBJpxN8YV1a zGXy8sTGUvQcxw@MTqQ=d<1i(nsU5rOZbrAY9W$$iTL-#JMR^A+VhhC6BxZ=;I@oh8 zM;z?LoLJ$sm{km+Lk8!Swtf`JqG>V9mkh`#*Uu=IuUoF3QL>+IxpqdmbVj*yM!9fC zxo$?eY(}|iM!9I+lJpoQ=P^pkW0Z`?C<%{IUa1)++c8SAW8_om_%uqcW0X|KD4C8? z5*?%DIYvoyjFROTCCM>Lj$@P*$0!+&Q4$=Z=HAYEljFQtBC8aS+Mq`wO#whuWQPLTsWHUxdW{mO%%P5(QQ4$%W zoaJtuWbdVH7ON2TOIZwxKQCp`DBfGjCgF?y$5J*~C2t{JMAS-rk@J_aVfczyFJtj4 z;)r~Rh+54;b}nbG;_YQ@uu5J^4(l^|spQq9kHmDHTXb7?sXRuQx0V--W-3Z_-bTgwUd&fNO?Nf+x@u&MZM^sZnrDtUPsM`jw2j&KHlZW(g|gzEcVL zVKqLzy!LEW4ApCyr$}4FJn)k&Si|B}#B=#l`_MtGR`jmHUgRBU7uiGbzflab)te+D zyU6{J*%Km8xj7HpMGpRS&QR z6>Zync_EuIPrZSqsAv~A1yfkCFl=BmRJ5O)V#uHo=Qpq{6>T;qU-4Z58!0lnSu+-S zsGH@YxJ5!IrW@HzrR3C|MixO8`+Lv7Vqy{H8vSQ`IGi541cMv`@--HDeQ616r zD^Oi@IlMLcH0H2K_08a{TA{I$XVCM)B|P$++a=v7Mf=vds@(WGCZZ&!w< z^NhDCbq#LU*R`|~n~GHqI^Ll;T$=TIw8q)2OBAbnjc#E>ovyAiIx-pw7afUwdB6a1 zVl(rW2Qyz~OXuxPm@Y}zjm>O?j~w*gzP@b~4H;R$7Ut_Oo!yGlty$OEX`ot>mGDYY zxP|$Qlml&10@QW7_D;QIBIxcyx4(4v*z$FT+SbMGosxcFz+oI9Mg~0ep93JTP#$5I z&9kt*wWC8$Q#1{IXA2wQCsX$*0fQGdw%6#Iu{4~mN-=RO^PMRDPb+?pmc`A@y0*nM zKQy7zcR>31>$EI|qH`5-zKhvncd^dKVjUu-d{ z;%W~bk98tp2g^gTeuvzQPVK;cp0&jk3E!RAL8hqMiDW2KJhhW$sGqkvTf~n9U$Db8 Vf!)7qgV|!MVA(j&9}D*P{{hBu^$h?3 diff --git a/master/.doctrees/getting-started/installation.doctree b/master/.doctrees/getting-started/installation.doctree index 0d538d404e28b0539d4d01a02a1e45f7920b9bbf..70e113857a5e17128e1b83589f793bdbc878f5d4 100644 GIT binary patch delta 62 zcmeCy>(<*4$Y^M3YG#yMQk9`^X=I#YVrF4zVQyeylw@RXVQge(<*4$Y_{WQf8W+lxwP=YG9OVYL=30W^9y}mY8Z}Xq=j6WNdDjnr3cfXklpx QWF#jWnx<`TV(b(J0AfrM>i_@% diff --git a/master/.doctrees/getting-started/tutorials/01-vector-add.doctree b/master/.doctrees/getting-started/tutorials/01-vector-add.doctree index 48ac1a819af1714a735d86803dbab55a84990905..a464456ebd699144b99ab376ee4a20f97a2a2821 100644 GIT binary patch delta 159 zcmcb1lkwV3#trt2hL)ygM!6+b8Tyt+#wjLd7KRq)1{Ow1M&=gAM#jczCaLCW#^#m= zhN*^zh86}UDHfXx80YzLnCe-A!RChn&WxM}MtX+kh9-svlXZhWP7V%e!zI62H)tLs bo2j9mrMcPUi^0cX%y}WoQ0C_2A^Z{mecmmf delta 159 zcmcb1lkwV3#trt2hG`{brrAlkruwM{MyaM|DamHWMrmn@sYZszscA;W=7y*A9gLJ}mA;N1cU4*5b zV3QqKnMC)HslJ(EU^eUCX5D+esnA8KeSEsBop=$|&=MGBO2)*zip#X(=G>8l9 z9;%PqE2IEB;dn2J8jzV|+FG<2z}!r`^ZBG2Nk}4Yva8&Jvnptr=8GW_8PY!Y0ImtG zJm>Kd1&q!~%3Ho301~^DpIi?>eY+@ib5>qv%|TCeb@O%Hhu~u6w0-}l&-U_cvB{%1sBqxDFA4CUDOcuG)q4XWxg!DlQcj?%N=-92$ z#W(2GT-$f>JInX~|8h=;-s#YLeW)NkJ?ousbR8u|ZMMM>rnHF&6cZ9dOpIV16bS)z zY9FhQ)m#|?M5K6jMgt1j0VRShqb2F8I04sU!odCz0 zT|WBR5CkJ4tNiBg2hc(J$JYZeETzhIxXv%@aM35)I(%LAK{%9o+PweUXLI*wZGZng F`31-oS?K@( diff --git a/master/.doctrees/getting-started/tutorials/03-matrix-multiplication.doctree b/master/.doctrees/getting-started/tutorials/03-matrix-multiplication.doctree index b3b44d335a5af728202d30adc07be554658a8d69..b6533aec04889b43b4383d79a1eeda7f138baa70 100644 GIT binary patch delta 2103 zcmeH{ONvxc42CIRG#7NNpye4j&`C^kl9L3%feUaAqTNl4v-ntxI z*QGhRq4P~PuUzY3 zt~&j=e`>U5P@}2wbo}nZXv`2<%-Tw{29Sz3>TgVCOu%YZwIeBoQ5>)os}SfS+;4qo zCls-f^gpNLu|kAP)Q&PISCqlKdFCK&+JFC0u2nRw*pa1!RGy_HAXetA005ePSRD-&sAsvV~Qc4|YNbik@9d{IXM$wF4~ zc@nObxphn#8!~IcIbW^WL2LyIPZg^g859$Nbra@Nve#LI8Jt7#;c4DrKq5`g)nJ3B z(G}`osecw52`lFxnQO@+;b_j8yMbcLpUja|7&glm!AT$i3T9(VmaiUK z!#d7(s_2{+!7xfpE%U+%>J52Sbjrc7T;7gzVx54AqhZMN=S3K+!SQU!2Z4=5 zq(}sM&Vb+oG)UBVCTz4>xBybz%Z7sFhChi9{0|?T_$ifPu`^c+&7SGOwCe+-SO#1x*D=KCcmdNIm+w5YHb1B5lw}bkYh$Zq01C%mTcO61D#g+#E z)U_2*M8>F{2^C-pw%Ba%m6d|*IaqmIQ>shO5^5-$3Cn=4j8YLst>;dJA&{FGPiq-cNht^ZOauaYNRetxRM*kBPGA(9E zpsjxahYg|;6~zb6(sfH6SkU=cv4-N9n4Ki;fX0};q8K@cEjrRV1|;QH$PsId#!%A8 znTgO6eITcbqBUXpqizX=iAbhnat6|D9KUD66r9yks#->^$2(vIbu-N4sp8U3)8}UF zDX#P&UQx7$JuKS#BXkQEIVMeDC1;ycT!4}Yd(|?^DMZB6!%J4e`hRdQhbP0|N#_ib zLE5%>bNlc@v-{!M={}$C^XWdvUjP65{JM9u`F_Yt7Jq8oT>7+sW2IiLwcfb@@X6M2 kGbFYj>doQc(ZjXPt2?iDUhX{KSzTY+{#V}Q{O8fd--tG(QUCw| 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 d351ef35ae5f5c1b2aa270df537df1fb0fda3651..86e56564b0f5cd15347c189657ab3c527af13591 100644 GIT binary patch delta 83 zcmdlsooU;2rVaLthL)ygM!6+b8Tyt+#wjLd7KRq)1{Ow1M&=gAM#jczCaLCW#^#m= mhN*^zh86}UDHfXx7}sYr8c$ZpJq;w^eS= delta 83 zcmdlsooU;2rVaLthG`{brrAlkruwM{MyaM|DamHWMrmn@sYZszscA;W=7yWt=_Me-KO0sw8p8wmga diff --git a/master/.doctrees/getting-started/tutorials/05-layer-norm.doctree b/master/.doctrees/getting-started/tutorials/05-layer-norm.doctree index 3919ad721e784bcf73e4d3403a6a5d689603336c..28d895fd6f6f99f9ff215395e7ba344519e15296 100644 GIT binary patch delta 1442 zcmeHGy=s*~5G5(XcPjK#d6RQ*(u!U$GA4B~glS|7KCaIunWCyj)IRUrpK|m)!fFqdrL(DBu&r&( zwkilJ^~YzEv^-x`+y2Jhin|F}JJ_913^a}MXl>)$O+FV7eUs1sFrSxayN{l(ugmwR_x_e2u1=?a0BWHt&Hw-a delta 1442 zcmeHFJ8G3t5GEa^ZFW70$ns(%ngfNG%Sr&IyQ z>e$f>fnbzEW6I|c1$DuY3kaED@|LKn+^m-FBN%c~9QO$gmC4~omxRfVGo?lYF^nx*Gh^Q1_fH6WYi4oh+$^IxAi3gUpx3fPe zXdXaxJ(O9D!HZ4~TF`>q+4^+Lz-vWMZIT^@uo|}y>(dcIM6i|iY3KH&Q}Jr3i-{{x zSaoe{8`G`GwXjNGOR-#qR@8Q|vA4oG%!2K3cYowii>8FuHojin=hc1wulITJcK6=H Y6)8Y!?aQlg|J-+{xBj~CFHa}G0aykuhyVZp diff --git a/master/.doctrees/getting-started/tutorials/06-fused-attention.doctree b/master/.doctrees/getting-started/tutorials/06-fused-attention.doctree index bb94a92ebf3d77e6381551c2106f1adda5ad162d..bad972c94070ab78ecdea4d32972e63abdfd95e3 100644 GIT binary patch delta 86 zcmZ3!glYK_rVaLthL)ygM!6+b8Tyt+#wjLd7KRq)1{Ow1M&=gAM#jczCaLCW#^#m= mhN*^zh86}UDHfXx7|SY|EQ}|=s5%9rwp6PDsm*t)y~O}d&Khh0 delta 86 zcmZ3!glYK_rVaLthG`{brrAlkruwM{MyaM|DamHWMrmn@sYZszscA;W=7y}$1IY$+bw-QLE6l|e0Ck8OIsgCw diff --git a/master/.doctrees/getting-started/tutorials/index.doctree b/master/.doctrees/getting-started/tutorials/index.doctree index 3566a83917c13becc366082ddb1f4147da8e5435..66bbe85e60b65489d94a457c1a66d28f0a270f40 100644 GIT binary patch delta 64 zcmaDmjq&X?#tlA+ncSpc0#h>BW2a>3_i!3oSV6=#8#3p! zNf?^wnV6cwWev=&AR?Q0aHgB38Sy~`uO|2jzn@#vSS;P(WEKQLljjfEqBAc%W z6|+c~8tPe^n<2CsT0ulM$BS=Z5jI9h7+4tqZLu)ktRw@Jutb+IvE2MrVHS&s1-cdk Kpq9z1AGiS74O27# delta 306 zcmZopY);%z#AujSQf8W+lxwP=YG9OVYL=30W^9y}mY8Z}Xq=j6WNdDjnr3cfXklpx zWF#jWnx<`D%*eyYVPK$VX<(+MH93b_YVt)UHz}CFlnnORDH-}boQ4)w5V6gM%=v5* z1{Qke7RGQ{19K~g$mSiKDJ&Ak=6Z%ErU+S6D~QNu6TVIsaYH>zBLjq_v6V4cWb+lF zVipM#BRvyS6NIdx6+~ony!ZwdVRM9p0mwZ@7Ur9kWPlPD=n^Ito1ZGoVi7S%vI(rk Mz}#T-WYrH`04}OkM*si- diff --git a/master/.doctrees/index.doctree b/master/.doctrees/index.doctree index af2fa732703115c32d54ce0258d87c18193c00ab..283540002e72e2c2ab28f17496d1a5d7f55ffdbf 100644 GIT binary patch delta 62 zcmaFj{lt4iJ)@zeshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p Rp`oFLfk}$R<_(M{Dga*S5x@Wd delta 62 zcmaFj{lt4iJ)>b-NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( Qkdd5hXqvWp1EYxw0HmoC?EnA( diff --git a/master/.doctrees/programming-guide/chapter-1/introduction.doctree b/master/.doctrees/programming-guide/chapter-1/introduction.doctree index 65ac3952c9062b1da197424ea1cf9af0cdbe8db1..08791cf2bef0c80b801e23435e504c2c0f382686 100644 GIT binary patch delta 74 zcmaFU&h)08X+t2RxuvO@QEo|9hQ6hdaf*qVg`tJHfrU|$k-3Gjk+E@_Nve68vALyz eVXC2_p@o4-iiLhkesZz?Crk|3ZT&zF&w~fr^C5#?T0HePcqyPW_ diff --git a/master/.doctrees/programming-guide/chapter-2/related-work.doctree b/master/.doctrees/programming-guide/chapter-2/related-work.doctree index 01e9b24ba63756b8a49eacb1cedfe38ed9e98187..2582138d7e76281dbbc1ac2413a987aa41763e7b 100644 GIT binary patch delta 74 zcmZp8&D`*sc|#zhxuvO@QEo|9hQ6hdaf*qVg`tJHfrU|$k-3Gjk+E@_Nve68vALyz eVXC2_p@o4-iiLhkesZz?WPb&j%}W^XdCrk|3ZT&zFYUqNQ`62?290h)0b(*OVf diff --git a/master/.doctrees/python-api/generated/triton.Config.doctree b/master/.doctrees/python-api/generated/triton.Config.doctree index e9a090774acb6e53993486124b9ccd0d13188cf6..e7a16d84e4a25b0845d5d7c2997131e1fc60aa58 100644 GIT binary patch delta 408 zcmdmyy(4==Fr%TRshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p zp`oFLfk}$RWL|Zh%^Mikk)d^SKeIar88-GaJ8t&i@g&2>$sn!FeBb%Wvej;Lrd%-@ T4&KbGex8|h8#nW6ujT>(?PY6l delta 408 zcmdmyy(4==Fr#5wNttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( zkdd5hXqq;eS6yfG2F7({Xx-e;?9M@kjs47yn>~0u$*^%UNGmhncYd;LwcDI2S4@V3 RH}k5WXC~do&Ai&Hxd0fNdaD2c diff --git a/master/.doctrees/python-api/generated/triton.autotune.doctree b/master/.doctrees/python-api/generated/triton.autotune.doctree index a9679e59edc11b5faf19d282f0198b18239d9580..2e71eec06b48c8cf12164d82c07f49a9692c97c5 100644 GIT binary patch delta 176 zcmeyC_bqQjIHRGZshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p jp`oFLfk}$R<_<b-Ok+Hd9YMQx`p@pR( ikdd5hXqvXUgOQbq3~l?EEjdWnHhCYj^X6bk}G@G^3%VshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p ip`oFLfk}$Rbk}G@G^1f!NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( gkdd5hXqq;;hw&;Iy2Mz#H{WIAAj87VVl3{W0NLv_!Tb-Ok+Hd9YMQx`p@pR( hkdd5hXqvXUj`1WJ+9ua?*lpg%JcES{8|yi;!~r{qHcS8j diff --git a/master/.doctrees/python-api/generated/triton.language.arange.doctree b/master/.doctrees/python-api/generated/triton.language.arange.doctree index 56a379cef8d15e277f122b25cdfba1b98f966ad5..f7140c1b9b882049b4f45b697e1d98041bc1f52f 100644 GIT binary patch delta 176 zcmaE6{LFYmDx;yLshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p jp`oFLfk}$R=4p)o$b-Ok+Hd9YMQx`p@pR( hkdd5hXqvWp8smR5v`wz!^xiDUV!=v=ja8gE0stYwHIV=S diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_add.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_add.doctree index 1d04914324368bfd356c726ce55ef7a083935060..862cb58a62c76672037e86bdead97f6760c2d473 100644 GIT binary patch delta 176 zcmbQ@GR0*>H>07YshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p kp`oFLfk}$R<~@uuOk`-|WZA_=y0*!jEdHCFxi5+V07n}xF#rGn delta 176 zcmbQ@GR0*>H=|)%NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( ikdd5hXqvWp52Fkd8QM5mcCnGJZ89f||7K_Ii(&wonKZZn diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_and.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_and.doctree index 9737a76ff1881a12ae6ff26487326d9c54c97a99..e3bcb1611a4a180063a58db7982462833a0c4a29 100644 GIT binary patch delta 176 zcmez3^2KFCH>07YshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p kp`oFLfk}$R<~@uuOr&d@%){-!IfA8`jdZP>dAKvg0nC^#bN~PV delta 176 zcmez3^2KFCH=|)%NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( jkdd5hXqvWp52Fkd>DngqaQknLU}07YshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p lp`oFLfk}$R<~@vJOr&d@EWqWzIf$i~m2|C}1-NF40RUkRE(-tv delta 176 zcmZ4KxYBV$H=|)%NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( jkdd5hXqvWp52F|p>Dnd>aQSZzV(DciUF&86u9;#0s@OD= 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 bd0bee418a7d983b9a8dbe16c13456009b84a455..94d360424b8ddd30084ee7342023f342852478f6 100644 GIT binary patch delta 176 zcmbQ@GR0*>H>07YshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p kp`oFLfk}$R<~@uuOk`-|WZA_=y0*!jEdHCFxi5+V07n}xF#rGn delta 176 zcmbQ@GR0*>H=|)%NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( ikdd5hXqvWp52Fkd8QM5mcCnGJZ89f||7K_Ii(&wonKZZn diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_min.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_min.doctree index 90da2d3f1dd9e0475bad074eb3ab49b264532467..9f2293e5899bcdbe081aceea52d6e56dc056f352 100644 GIT binary patch delta 176 zcmbQ@GR0*>H>07YshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p kp`oFLfk}$R<~@uuOk`-|WZA_=y0*!jEdHCFxi5+V07n}xF#rGn delta 176 zcmbQ@GR0*>H=|)%NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( ikdd5hXqvWp52Fkd8QM5mcCnGJZ89f||7K_Ii(&wonKZZn diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_or.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_or.doctree index c8fcdbb75f916e5bca33bdecfff580a133facbb1..0e948a05bc6e71aecf425b57ecf69905fac21c12 100644 GIT binary patch delta 176 zcmccZa@%D?2cw~-shLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p lp`oFLfk}$R=ADcZOr&d@{GZEja{x;n8|hj%|L2Mk2LRzkFaiJo delta 176 zcmccZa@%D?2cuzHNttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( jkdd5hXqvWpC!+)t>Dng$=knVez*5IXy4KDAxnjftD;_q9 diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_xchg.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_xchg.doctree index fd2ac1bad1fb408020791f1e1d418523a474f7b3..2f0c11dc47b047e4f8ce7bb63e2c27e856f079d3 100644 GIT binary patch delta 175 zcmccXa@S=;AETkAshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p ip`oFLfk}$R=KYKcOk`*iU^&A^y0*yzECGvSxy1p7!!9TQ delta 175 zcmccXa@S=;AERMfNttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( hkdd5hXqvWpKcfN@8QKI`&ajcLZL$DMz~WeLaRAb~G_L>v diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_xor.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_xor.doctree index 6b79ddce1d54e67f53798ee9bd7c70986fc45498..31917cc5cd9b6b1337ca355e1bf6e74f92fd443c 100644 GIT binary patch delta 176 zcmez3^2KFCH>07YshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p kp`oFLfk}$R<~@uuOr&d@%){-!IfA8`jdZP>dAKvg0nC^#bN~PV delta 176 zcmez3^2KFCH=|)%NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( jkdd5hXqvWp52Fkd>DngqaQknLU};M1& delta 176 zcmeA-?Kj;pk!lh*6S>bZwLMIRiJxvMgjFUF&9j&ICaKjlwi@ diff --git a/master/.doctrees/python-api/generated/triton.language.cos.doctree b/master/.doctrees/python-api/generated/triton.language.cos.doctree index 1e3f4a95f5e682ad33e08181111b8bfcf77dcbba..111da5580ca7b4d496e8bd0579f96ff23789846a 100644 GIT binary patch delta 176 zcmeyQ{z-j9JfoqdshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p jp`oFLfk}$R<_V0i$kDc%`35uTwoP8m?6LU|`!{X?0fRA3 delta 176 zcmeyQ{z-j9JfmS+NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( ikdd5hXqvWp0^=)kw5?{o!A!bslUFl)Z2rUkjT-<|0XNhD diff --git a/master/.doctrees/python-api/generated/triton.language.dot.doctree b/master/.doctrees/python-api/generated/triton.language.dot.doctree index eeaa105442c72cfbe7ddc35c9da21060a638b0aa..a7876c5a51910c05c3403e6a28eca4348b2019f4 100644 GIT binary patch delta 176 zcmdn*xZiO@JfoqdshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p kp`oFLfk}$R<_U}{Ok`+#%Dk3?bZwKLGJ9<1=G`I;0EnV5e*gdg delta 176 zcmdn*xZiO@JfmS+NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( jkdd5hXqvWp0;38O8QPvQujL?J+vKOr9-Fy&w+I6O+aNXu diff --git a/master/.doctrees/python-api/generated/triton.language.exp.doctree b/master/.doctrees/python-api/generated/triton.language.exp.doctree index abb4bb546820bcafb618b18e11fa4fad86bde061..f2a4129a7cbbf94cb6ac159b854ad89620933329 100644 GIT binary patch delta 176 zcmZqFXw=vc&uD0AYG#yMQk9`^X=I#YVrF4zVQyeylw@RXVQge?1rab-Ok+Hd9YMQx`p@pR( hkdd5hXqq;865~D6b!}eAw1phY7Bcy7zRFUe0{}gmHyZ!| diff --git a/master/.doctrees/python-api/generated/triton.language.log.doctree b/master/.doctrees/python-api/generated/triton.language.log.doctree index 2b69c551b9f2a740e2c788b16348a2c0a38c1041..71f604d81946c2399366db0a192f4eb69e2d15e8 100644 GIT binary patch delta 176 zcmbQNFb-Ok+Hd9YMQx`p@pR( ikdd5hXqvWp0^=)kw5?|T$xOO!lUFl)Y?kHt#ti`1&^B8D diff --git a/master/.doctrees/python-api/generated/triton.language.max.doctree b/master/.doctrees/python-api/generated/triton.language.max.doctree index 709739e1358a91d2e762eaa08f7aeeaa30b80be3..fc780fd387a4d63020606df8c98face9f7cef032 100644 GIT binary patch delta 176 zcmeCw>(tv2&uD0AYG#yMQk9`^X=I#YVrF4zVQyeylw@RXVQge?1XGPF%D3>ynMXYc|5d=xJ^ delta 176 zcmeCw>(tv2&uExdQf8W+lxwP=YG9OVYL=30W^9y}mY8Z}Xq=j6WNdDjnr3cfXklpx hWF#jWnx<`@!1#p>ZIcT*JvRSkc4j5R#zM{+ya2`CHNXG> diff --git a/master/.doctrees/python-api/generated/triton.language.maximum.doctree b/master/.doctrees/python-api/generated/triton.language.maximum.doctree index 111b1318c072a60ed777b4099f09288eebbafeaa..9dcc27a716a671c13f2ee2fdd304add445fa7813 100644 GIT binary patch delta 176 zcmexj_{DHTI-{YbshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p jp`oFLfk}$R<{6B?$b-Ok+Hd9YMQx`p@pR( ikdd5hXqvWp2IFrsv`v=fbl=R)@{olL8)Z4K^8)}rFg5o8 diff --git a/master/.doctrees/python-api/generated/triton.language.min.doctree b/master/.doctrees/python-api/generated/triton.language.min.doctree index 58a873a03e82123f01abd63064cf00c9c816ffc1..0eefc27a29bd45bc807d33ffded825c68ff8df57 100644 GIT binary patch delta 176 zcmeCw>(tv2&uD0AYG#yMQk9`^X=I#YVrF4zVQyeylw@RXVQge?1XGPF%D3>ynMXYc|5d=xJ^ delta 176 zcmeCw>(tv2&uExdQf8W+lxwP=YG9OVYL=30W^9y}mY8Z}Xq=j6WNdDjnr3cfXklpx hWF#jWnx<`@!1#p>ZIcT*JvRSkc4j5R#zM{+ya2`CHNXG> diff --git a/master/.doctrees/python-api/generated/triton.language.minimum.doctree b/master/.doctrees/python-api/generated/triton.language.minimum.doctree index b3b6514c9b662966e52da731f82b7d055ecc6935..34a6d0858092097268772a39a6c9812a02a9279a 100644 GIT binary patch delta 176 zcmexj_{DHTI-{YbshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p jp`oFLfk}$R<{6B?$b-Ok+Hd9YMQx`p@pR( ikdd5hXqvWp2IFrsv`v=fbl=R)@{olL8)Z4K^8)}rFg5o8 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 fad5de0716b7643b0249256c1685acb1324e80ef..eedd61482028d48833659ea2d371dca699428e66 100644 GIT binary patch delta 175 zcmbQBIze?qAETkAshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p ip`oFLfk}$Rb-Ok+Hd9YMQx`p@pR( gkdd5hXqq;8KjUXIboH`?ZMI}qCd0zby)4Xp0H^vixBvhE diff --git a/master/.doctrees/python-api/generated/triton.language.num_programs.doctree b/master/.doctrees/python-api/generated/triton.language.num_programs.doctree index ae3ab0f27a671aa0f0e7cee9b85f1382b035062a..1521505ba6da741192ef77594aa6521d8d34b006 100644 GIT binary patch delta 176 zcmbQMJy(0fL`FkPQ!}I7lBx`SOC#eH6Eh1#3v&Ytqa-793u7Z=<1~|0^E6{~O9R7H lLqkIg1Ctbs&4(BTnMl_*c{fMk=1>+>7SgqD-p%od2LMrGFAD$w delta 176 zcmbQMJy(0fL`K83k}}imq+C<|R0E?_Q?rz0Gh?H)w8T^+L*vvmBV%*J)HHJ=Lkmko kAR{^1&@^rHAx1$a(zQ+A%@Mdcl*N>Vbgi3rb3Eb!0Gli|k^lez diff --git a/master/.doctrees/python-api/generated/triton.language.program_id.doctree b/master/.doctrees/python-api/generated/triton.language.program_id.doctree index c560b0d952b78ff21ff2efd4f1880bce696f7a7f..790906738da39978905eb923160bb3dec39ffe17 100644 GIT binary patch delta 176 zcmeyX^;c^{H>07YshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p lp`oFLfk}$R<~@v@Or&d@ypY3xvnz`>3+Y-nFXXtx0|2|CFJAxv delta 176 zcmeyX^;c^{H=|)%NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( kkdd5hXqvWp4DneQb-Ok+Hd9YMQx`p@pR( jkdd5hXqvWp5~CUu8QNYlpXMT6+vJzbZkx6F7w`fA?ASI! diff --git a/master/.doctrees/python-api/generated/triton.language.randint.doctree b/master/.doctrees/python-api/generated/triton.language.randint.doctree index 656dcafef9cb8677d9c99759f78aa03c225220fb..e53f5dbbbf307e19fc77a0315b89f4f5ceacbcca 100644 GIT binary patch delta 176 zcmca$cfoE$I-{YbshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p lp`oFLfk}$R<{6AeOr&d@+{ov-*@cCNi*&7<8~M%)004CiF0lXr delta 176 zcmca$cfoE$I-_A)NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( jkdd5hXqvWp2BQ%Z>DneY@_BA{Vd3E-UF+sXzViYAzScE3 diff --git a/master/.doctrees/python-api/generated/triton.language.randint4x.doctree b/master/.doctrees/python-api/generated/triton.language.randint4x.doctree index ea3975135c3f595bbdd51fdcaea8c24ecd4d380b..736e95c826e22d2ec899518b8c39b98dd185c6b5 100644 GIT binary patch delta 176 zcmdmJz0rC@Hlv}XshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p kp`oFLfk}$R<~fX3Or&d@+{Nd;If#Xwi*&7b-Ok+Hd9YMQx`p@pR( jkdd5hXqvWp4x<$l>DnfD@p*3!VqxbZUF+s9K6QQooFz1P diff --git a/master/.doctrees/python-api/generated/triton.language.randn.doctree b/master/.doctrees/python-api/generated/triton.language.randn.doctree index e8230ad43f8d3ea948e6af258f1e189e8a109493..e34e9f8a58eb4f100116fcd727d0837fa33a9f44 100644 GIT binary patch delta 176 zcmexr`PFhmGNYlTshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p kp`oFLfk}$R<|&L?Ok`+#&-{jqbZwL0GrMmN=3m4M0OAQSZvX%Q delta 176 zcmexr`PFhmGNWNyNttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( jkdd5hXqvWp3ZoVi8QR`6zu_WX+vNAm?wf=87x4lBG?q5@ diff --git a/master/.doctrees/python-api/generated/triton.language.ravel.doctree b/master/.doctrees/python-api/generated/triton.language.ravel.doctree index 21d9004ede9e31f2bc17d57b48c11bc058c12fd9..d330ba3fb8b17ad928bef1fe1f94ea647c8ef093 100644 GIT binary patch delta 176 zcmZqBXwcY@%xGw7YG#yMQk9`^X=I#YVrF4zVQyeylw@RXVQge_|6RgZi_FU delta 176 zcmZqBXwcY@%xIWaQf8W+lxwP=YG9OVYL=30W^9y}mY8Z}Xq=j6WNdDjnr3cfXklpx iWF#jWnx<`@!uWw4ZCjb|F_UiFjhYa{~au2{tAG diff --git a/master/.doctrees/python-api/generated/triton.language.reshape.doctree b/master/.doctrees/python-api/generated/triton.language.reshape.doctree index 16aaecd788fc7ce7be80c0d4e03abc14db60aa74..3769179217516f19c187055aa3f23454c42c2705 100644 GIT binary patch delta 176 zcmeA%=rP!k&S+?9YG#yMQk9`^X=I#YVrF4zVQyeylw@RXVQgeb-Ok+Hd9YMQx`p@pR( ikdd5hXqvWp2ICKMv>jx=$4t6ylMgbxZx-kH%?$wMX*Pxc diff --git a/master/.doctrees/python-api/generated/triton.language.sin.doctree b/master/.doctrees/python-api/generated/triton.language.sin.doctree index c73bea0ca1b7048d7a66bb8ed8b2193c7ed7141f..b61f3738cc92dbc7d066a840f48957749514428a 100644 GIT binary patch delta 176 zcmaE({ziR6JfoqdshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p jp`oFLfk}$R<_V0i$j~-<9lOWo&&*xSWZ1Zl-HrzU5kfFM delta 176 zcmaE({ziR6JfmS+NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( ikdd5hXqvWp0^=((v`t>e?y>nZa~CriHm+m0;{gC$3^v37 diff --git a/master/.doctrees/python-api/generated/triton.language.softmax.doctree b/master/.doctrees/python-api/generated/triton.language.softmax.doctree index 4ac53158ad9cc3c8c3b9880fd326d3028f223111..596461eaa641da7e4286a578cedadae62fbf522b 100644 GIT binary patch delta 176 zcmbPWIKgm3I-{YbshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p lp`oFLfk}$R<{6CoOr&d@EXd=&*`8$~JLy_C3-Z+S000W|EoT4# delta 176 zcmbPWIKgm3I-_A)NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( jkdd5hXqvWp2BSU`>Dnd>^0;rdXIaQjy4KBtJoP*PRJ=3p diff --git a/master/.doctrees/python-api/generated/triton.language.sqrt.doctree b/master/.doctrees/python-api/generated/triton.language.sqrt.doctree index 71ffcfca3357e9626287706d05055d1b39dbb560..0d62ef879d3caa919a9f460460a74a14b07fe160 100644 GIT binary patch delta 176 zcmeCx=+)Se$Y^M3YG#yMQk9`^X=I#YVrF4zVQyeylw@RXVQgeZId@Ldu|rx_`wYTe=#q} delta 176 zcmeCx=+)Se$Y_{WQf8W+lxwP=YG9OVYL=30W^9y}mY8Z}Xq=j6WNdDjnr3cfXklpx iWF#jWnx<`@#Q2UJZ5x?iF_UiFea6Di`GNYlTshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p lp`oFLfk}$R<|&MFOr&d@oWSd~S(k;0lXR_{6L_CX0RUrmE@S`z delta 176 zcmX>ea6Di`GNWNyNttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( jkdd5hXqvWp3Zono>DneI@Oo|5WntnZUF+rq-se&Ptw1#E diff --git a/master/.doctrees/python-api/generated/triton.language.sum.doctree b/master/.doctrees/python-api/generated/triton.language.sum.doctree index 1e535bb7caa22eb2aae424b88f928f150c7f9391..0761e4550e6ef7a3d8cb16c46537fddfcfdb156b 100644 GIT binary patch delta 172 zcmeyX`&V~EJfoqdshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p ep`oFLfk}$R<_U~n$kDcyxt^5_+fq4a@B#ow-!8HM delta 172 zcmeyX`&V~EJfmS+NttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( ckdd5hXqvWp0^=8Qv~6XsXC=e7RL&W^0DwU?IRF3v diff --git a/master/.doctrees/python-api/generated/triton.language.where.doctree b/master/.doctrees/python-api/generated/triton.language.where.doctree index 156001f4bd3b9cb82a92741e7b1c35f5b6c6c46b..08e8b72dd4a34ff1dea74659bd1dbbb8092d480d 100644 GIT binary patch delta 175 zcmZqoZTH=f%xGw7YG#yMQk9`^X=I#YVrF4zVQyeylw@RXVQgeAEJb;quzd&yvGNy4KBWxNb`W00n|BfB*mh delta 175 zcmZqoZTH=f%xIWaQf8W+lxwP=YG9OVYL=30W^9y}mY8Z}Xq=j6WNdDjnr3cfXklpx iWF#jWnx-wD!pKCruE}e-yf*W*U5BGNYlTshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p jp`oFLfk}$R<|&MS$gJCas delta 176 zcmbPXI>U5BGNWNyNttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( ikdd5hXqvWp3gcfgv`t>l>9v`MC5x2|8<%r_6aWCtD>eQA diff --git a/master/.doctrees/python-api/generated/triton.testing.Benchmark.doctree b/master/.doctrees/python-api/generated/triton.testing.Benchmark.doctree index 8ff8a2ec0b901df16ec9e4e8ccd217504cf8dc0d..ba43fa230fcffcad867781db91d43f849a70c8ad 100644 GIT binary patch delta 414 zcmdn_fN|#o#toT_hL)ygM!6+b8Tyt+#wjLd7KRq)1{Ow1M&=gAM#jczCaLCW#^#m= zhN*^zh86}UDHf9zQq4DCWK?7#L#vLq{pKW=1Yt6@8cDE`XRG(-EmH0Rq}#e#N4wjU WbZx*O^4@HmxQCf^t(z56CAk5-7Hs$c delta 414 zcmdn_fN|#o#toT_hG`{brrAlkruwM{MyaM|DamHWMrmn@sYZszscA;W=7yb-f3l)C`wwr6QiM}shLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p lp`oFLfk}$R=FNa~aEj9@4dLUM9#V0|4vXFTwx- delta 176 zcmdlIy(M}>6Qf~TNttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( kkdd5hXqvWpGh-kV>DneQ6Lj2M#`2$sbgi403G&GR05!EXNdN!< 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 dfdd9127c882cd2e2609d45e51f2ff9c92161fcd..78985155a1db5a27fc2340f17303acf4a929c182 100644 GIT binary patch delta 176 zcmaE?^H^s?H>07YshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p lp`oFLfk}$R<~@u&Or&d@Y{lua*_P!D3+Y-nTXAag0sxb-Ok+Hd9YMQx`p@pR( jkdd5hXqvWp4Dne+ak^}_WjVt_y4KBBoSM7<={+>b diff --git a/master/.doctrees/python-api/triton.doctree b/master/.doctrees/python-api/triton.doctree index 49dbc3b1d0342a2c6f0e6e5cce71755056e167f0..6b09d3dd2e3f48221bf131ea3d100d7e84e0af03 100644 GIT binary patch delta 533 zcmexq^V4R7E2E*MshLr3NmYivrIB%piJ66=g}H%+QIe6lg|U&bahgf0d781grGa6p zp`oFLfk}$Rj`;UO*UWS d*+GWZ&HMQllc5b5FD9Fh3#=wr>vf?;+yJxqk-z`| delta 533 zcmexq^V4R7E2CjrNttPOQm(0fs)13esaZ<0nXyq?T4Jh^p>b-Ok+Hd9YMQx`p@pR( zkdd5hXqq;8KcDpEiHsFw>D1qx$t2H0mR94!q%tI5@RU1$+E07a9fRR910 diff --git a/master/.doctrees/python-api/triton.language.doctree b/master/.doctrees/python-api/triton.language.doctree index 7a7d1cf99cc183eaf63481eb30b011a624d7b370..db881764645fb1f9f5d02f32b99a22f2401d0e92 100644 GIT binary patch delta 4724 zcmbuC-AmI^7{}4Qn8{*nB&!=4IAuk(-*20HK?ieCNg<3D-h|kiBN2O{BrNH|D2l<< zeivZ`!;(Nskv)P1OBx$PNTlH)3fXcP6hVt9g)XGu*(kd8d;Wm$`8?0}JTK?0MwP2k zl;Ig-f16Qw~KjIRtAzO=6a5^kbF(^8mR?%t=+j<>gtHWgxdIdpnT5KVwfWhUcq{RNpK6Ipxmpo&4@Yk&9w|JQ~aZmdR_-B-0I)3eEG#KZRfO$n||(bbEh{hu%KGMGsw^;Gy?le!(Lj zzcR}spBY3qN4abY*B6ZslsxJZOI`4A~a`3TzDJfr;s D$RI5X delta 4724 zcmbuCT}V@57{}3ln8{*nB&!=4IK`scIpb&>I?zES#bC7XCPMddK*T;M3rV^#ielhL z=OTo5e7zsDJL|N{Nih?UDi>@XiDmRJ3akrp-gu{X)D*;a} zy(lvwQXyVPW?e=HP&KJy)>)K~vYz}E#&XUh)XEf?z`rPdRJ}6*Q3N~=s&Sf;H(heo&2LS&Xl{z-nrBe!;Q(WRa^5529IiypZ&#zXJ9@{&hB zdUcvdKGlbAj$+&7Z#?0l7y7yA_JIS)jbo3n&RFTjB?j%tjVm2tqqe&f$k_NRKX)JM zJWWoWu_O;UHiVKj>ufYV;>DbI7w25$;df+%3UMzjJVv$(32_T%mzNUb4pe$#0@|J| z&pXemQR?1FnA-jvrmjrERMQMheUN~unc1VL!x!h4k+H|>I{E4_O7$h-TnFb(6}x}w zDr`>eESCOojOlSK@H*OA>_(;YOKX_ZEN~lDt_&b^O3k^ckX=AFgPQY_{e3ekU0y>r zBB{CCD3Lax_Xo@K!)6+wQs(n-q^6AM`5N2<^s$<&SGKn-#Xoh!&qqizYDdua)_Lb-Ok+Hd9YMQx`p@pR( zkdd5hXqq%e-7Ty4FW)=|!5O~4-Ya{P+XJ#P1dAsuldFDARzcyzja~gsfWm6<Wpq6x#^448STJ~$LfsEApO%d UHGm>O{nN8F7#+b<>ogbx05{S!-~a#s delta 142 zcmex&k>%e-7Ty4FW)=|!5V*zsb0hC^XJ#P1dAsuldFFnWpPRFiISs*#vMCZa%&km6 zH&49aDaZU3$hiCNygEo~`+70PXaSJ6>AdQUo?u3#I-?s%Zu%m1MmsR$u{xtONdI(A U4WI~6|MV;kMn|yJIt|7E0A{H+9smFU diff --git a/master/_downloads/763344228ae6bc253ed1a6cf586aa30d/tutorials_python.zip b/master/_downloads/763344228ae6bc253ed1a6cf586aa30d/tutorials_python.zip index 9b4847f4c1c8d046dc933e27e14ba75de6bfcad5..945ce29e9a3a7d89cbca2f25e7dda8542fa44e05 100644 GIT binary patch delta 134 zcmdn=hI!K)X5IjAW)=|!5MX5fwUIa7n)wCuug&Gw!jfP{ZwQkP^Bk66nGPp#T5? delta 134 zcmdn=hI!K)X5IjAW)=|!5ctaUb0crMHS;azpPS3Ag(bm^-Vi1o=6;r+nc< z`nfq{yMZWkE08h!%oJI$l+i0iE@q(a$zfmIK$<4c|Kbd$pMJ3hDVVJM)d8e+a@tpG Qkj}|VzS@DspMLcP0Qp`y?*IS* diff --git a/master/_images/sphx_glr_01-vector-add_001.png b/master/_images/sphx_glr_01-vector-add_001.png index ff0e7b5ba0b0f6e01551365b75f6579cffe3a0a5..ad5ce4495f0658a146605eac20f215b96d948f8a 100644 GIT binary patch literal 25638 zcmeEubySqm*X{s{A|;@-AR&l!gQQ3*A=2F-IdsFI2n-F1bQpAZcQ*wvkKhY+0Dq&45nb@Y;Oa1wy`vR>}uxdWC^$9X5(SwVtM?|+1cLdIXk=U z|9XH8?r6cz?7yf97QwQY)pCNt@Qt7!v}~~~OBl@Lvz+7$RrloW88>g0qw6k|#wR|7 z=bv_@be`Vhl6+w%$o}E+B08me%{^o_>9g-2Fk(U<>nh(O(I@dlg^c?&h`o@shkaj! zDHBxm4@=3^jxem9$fRqEo0ZE=)u%q*)boEzdK3p9F63;w-mqx_35 z3I4S=J%CAp-yg!zzao)H*(hb$0|Ej9EUtTg|DKaZdjnpj?|upk0WaSoyDbi0jeh(C z_7uEKX!`%({Qp8=M1+6Q6S<4VU%R^UDJv_-%V&zm(E<4fHFMy+di`2XL7~G2Z?J^p zcJq&@loSO|PtUJ?_rW#M6`OS74G#~a>q(10g;51$XFqK|!S7zMzg0~Ru2Jv-TU_Yj z;bH9%$}k<~{@^(E*hPTy-^CBea~L!}OlEBSryKGAO*d*Wi=)W`U)b8RQbjWU%qV|K z92yW674@~z_obxdvMdvfkG5)RU}vT-Cp-JDGZX7ucXt6MCML~-G4VLC?cw~VFg`+X z9CdYK@Xpau)qM3l={$0z5oz^|-TuKrPjBycy*k$yQ{5`ideGBVQ{m&APeepg_V)I~ z<3<+$Y`aRld^u5ROJP?wq?paers{E zGvi{wu2uRmMb(Yndl`hc@-2ue7dw(pCL+DMI(|e+ETzV2ZPB%kjL(MjV0D0w zhi7yMK?F`!T^|^?F=>@+m6x4c@O`puceB>4Ny|W4MM_KU;fmVt7!8eWuj;&PXAKoK z6)7`?hjGr0A1N+y@DBT|9Uj20x;Y--7x~uK_U)VYeZ^GaggeyUQI)n+ghWJbxoUYE zV+x5p!Mja2RB?SBPD3Jh#BFR?R#sMUNICpw8@vwA*3v%5#dYzH>$X)pEV*Bwt!<_@ zfkVB0`&P5Y@rl^gAyJ%xuOPStv;KHaT$OroMUV#PzV2ooqAL=Pq|^}AIXL*E9Ixam zM^$6y@j&h2TQ!~FDV^{s9jWk=UFFvgsZ@CNKi4U5I2HA)!fbBc^Yc|zMtd)yqpglf zK!96Tv_6vMG$^=6>8xjJO7B{ivazw@`6D=#nDu*ZZU~9K`+KATw#VTwnVR_z*zqD> zd~$Mfu=e)$y}v&qjY~BD{``jFkBMvC5%Lf+gP;};oZe}(<=B-2Cp#*wnnsSQyr+@L z!@B#-2TZwxZ7WP)lZA6x&q!Aj+iqTD8c^R^;(b|QJJ&{}esiHsF*;^o&X=!=Lt)-} z_w2~1r5DxUNj+c?bcuIcT#zLz*|FD1Z0%yVX|0_|DIXgF%Sv%2*Ds12Na7#A-8`5g zWKyEJQ3*C^1oTG6pd2a7t+9zJwX|lNGu<||et{R)o-QN$>46qiDeVU+NoC3d4UszCh-7ud=qZDnzlP*Bg0e6XYS^7;+e_CKU=~okZV4- zj>qQjShyR^*hwrS;f~&;j4BV2qh}gZln)C|zr~G05z}s&+ZYkI=C9Urm~)*`c{R;m zWbudry)fnCozD4_*=tp?h;rXx-TYHRHzal=4D{6n&GBgCcl>~PgwRg4cnlNmBENo7 z%WBH){JGMUaG}ZrlO4Xwhj6+oE1?dXtl`>6bizf~pZmo}uZ6fwa%CAtQ~WCU(CYXj z?m7t%M%^;D#cB`g`uyOFxVAHTLU3?8qtvJPcbx>5EyU(6llW{k zD{aV<_~8s}Yy46*p4pO(bp3Nxw4)DEVoysYJ2mS0lS1NUw?@kf=5Vh}Y!&_h<|2DX)l6EFR zvF;;IZH28uWW;*<6G=iN{9oBgl)SgaE#H`Qh8Y3B1eA{{=F6Ag74NmcmiT9!iDv5D zipDXeCDUv6JaP368lu<4JR)(=4BnX9{GfFfn%$c*a!7PXBwR0&XQw|{qvNVn3#Ec zfsKN^++12_=Ft9rd7H|)I`Nkgf!7gI=_R(4iCreI+cazj!u!~>+JrL6TYmkCO zb{FZc{1!giA=f{1B%@%S`|<3Yc`l@3eChX};HSdj>Z^tH()7^}9==XW7vLf^DGt)Y zs?rWFokBWE-hX7oIBfT%)x3j%Dv)<{zfMe}eGbZX=-;WSkzK-P%u}!4k!|kJnJA4u zD^?dLZM<{8cJ0e-t7=?OiPexm!d@3HKq28xx$U7lw`V8PR<0$ac&+>)z`o$Y56AWv1T^M^)hN(YmIUg zO_-uqZFkwXq&A~clP6c{6*s@gCDVNx)nw#Ub~UEmmXw*~Na8(G*9ImGLRjUrU3UKA z?S|f0Pgw(UpJ^Vn4b@+5dwHwXhDog5xvzfj*F`GH+tFy#6U*e}=@cg~s-cn`Ecz}1 z)MNpgmjdneS130eP;}va@IYKKVpnvtrsGNd*}$u@)rPLhpJwiqO@5E&Furm{ zXpSd1yB;pq7iQU?qikjEpKnN?IM1ZsqWHHLzG*vyy{QI@Sj3S?(aqkoxtcg-sspBY zkqgC5Pl;lZMT%YOg1X{v zsNpO9T@P=38>TX}LZ*J@9aFJPksdskymv z)s*0Byvgas+|3}|OPeCFWi&?xc;gnks*xfCu}YhXw{Wq5fB+n7QOcmU7tYQ+KV%{^ z^Yi=X*kvRoePwJ}mseW$BSXo~=U*l_raxjI)BlT&(C7YjhOs{6FFfMKE0pEiGIT(^ zUnKWKpy&dX-XZkx8oaUWasY}SmVV`U2UB-*iJGqFZ?t;CJH5Wx)v9%7N<&-=f~a>7hE2>eUw<&T)N+TKo|l)GgPqM!9^vSQvK+~D z*ljpD&mtwjdZo|4yy_8Od5Wk{uJ9ZFctX=s#a3R-o%OtMey0gH-R)utSuB04QZw2- zUkkHYMM>mKR;p(RHR3Y*czfz#fPZeUhcRvM=SzIFs4rin6czEV&X4lEB1YEJErwF_ z_3C1c+5$^lx3$0j__5haE#BmN#gR0SuTvG#;(zDj%H{SX$X_=b^-E2$RI(J!K$_*! zM@xtA=yo9XMn&c2yLa#We>2ju#*JfBR6TGy_-=7leXcAV!D6s?kmx{+v%H8$!s%*? zA0a0XV%I^|jnTtsu`!k+v}9oquC_qjA0Vy!7#KKQpu=z1cxE1mPmKo|i}?)Du%pzt zm>AV6Hb%xEkeYaIzLbzahKCnSnInGx{#~tG=ouMHFDO{Ev*7$3+^5SNBLl-eIA?Th zthA;kDU@EV4`;Xx&D6RuGkgwy@;cUjOv}QkY(lf%of9@Bdcl$+PkWh*irrDh`kw1gp1bYzj~gHcz)i?oSv>f5ORYz5M45fk?gn2Hr=QyZ6mI+n|Q~Fv1u-C^5D4>0Ue2oSK zO{f-dnNk4xC`fxDiP`W`K-NLTsJQ(84wd12^Lr3iian1uJTDq|8!sUHxH;_-(=0Yb zYYW1+n5wjG@9d;f8=xI_R;v@4uK0_%bZYa~MKM3_tP%z~)$k+GVSD~_w|p>zAXh?6 z_Jgf&$6~YJkd(3JWH5N$c4e)yxF4HdZL#eXpZP#y2aQdmDSbZ z3TusK{>d+KaT@TZii(N{#KdDF2!u+eywPHNu*+PXF5B?P2!72@Na8(Oi$}ATqk(Vu zGPbgdzIg1l+^JcL5ZbsN1d2J(`-M4yA5Il1a;!Py3aSL|mw`Ar7rvcgWYeCT1=G$W z3NC%MZoB&MIZzHPhcFky3|IRT`qRYHfW*Rp>pID{B96{vw00xl7rkQX3#C2?KkQga z8qnd0di@-CC8Vj6v3-L^R5*1sTQ%88G5j=`=L0w<^Rs6hNt4f-%HZf-e6 zMRSk{ySyJ-aV)W$d2Uy|fC=+F*->zC;M^Q9T3i0CggNhzFWS6$G+bse z!M-w~Z-rJ!C}~7ds9<&<{2vZ)JjMc}HLTCY@m1SZntdylivjSJAS1xL zyGA=)-*C0=HjSD@_bqOOjoq_{eJLp~s1L(h)9qeoe4?_$_JpfnF)v#kWLqYjn>&=W z;Tgd4vDvEqKoXr67KQ_Rt8?9^_?KXLa z^YyGU=k?)QDnD2#3A_1pwZq}|6iL}c|IcqP6T}d{KYrVCB_x_np@YB!Y%5QrXf?lV zFjuG1^T^8c@Gq)vC^RJGyFwDEK1x1_`kbHsP$jTLFLfp1TsX7Ps$Ju>`cdjVesblR zcrrW~XFrquIT)wv?OQzwBQqM*0;=4xyp>?}uJbzWiyuJ305(`1Nb0KhIPi6&_}tSD zYT5*_=&l_R1w~%wP|)AXDLa$Na!X35eop7@$uDcEUJ;cz8H(j0OWK*3II~`;&1R z-%?Xk6TaMQlLr;+>8U$g%`%~w8Y}H}@qB?&eC57=h_QNekw)@IVk)H}q|vm8ltF~t z!NA`l)M%7WY~*j_3|o1fPqd$lwe!*Pb?My`!scehHSj|FR$AAcK|TASP5EY2N=@yd zmX;QX!DB+(EVwd=F534isAjd1IMk;TiMtNtDXR_HGf%>(9l4YV8s(hy+g>}UaaPP~ z6Sfh_xug?X9wB6IMK}D*Sl`_OI2)dhJ{3;A!xID7YEp@r_J_EJ!|VJGEo2EF1Gj`y zbXM7Z^y>w3_sb>HDTF6WCEkVdBte!mZ*&qR&4JYSB;xNLlBJ5)^X#Az8Xvn*+Ivku zP$MQFChX+o?200dmd%!`3VdMs3`%5|qewA@Pan&t-U!Y%rQ8{FjKJOO2#p({8(Xi# zXEh7IwCbeU`9)(iuP#=1fA((SPnvVA*>}G1<-2Q;Yh$tDf#ahRLFPmw(1|KH`$>;BOg9 zdU=Gel<0=?kVo!UbhU`xJ!WjV5Lw!`g!dwcKX+jCwC^)ue`JqmXY;>*UyOnWGX!OQ z|Bf!Or|wAWc-Y%JU%NS<5eHjymFPPB)|vWJTGA_({E&so0q>dhGY7Rg+0a*XbkAS@ z@TDC<`sz>wcNo(=f1U{J6$Zki3#&W^Cyswe$i4mjePl#Lr|~b`B`NY@x4D)lam^=l z{!E^X$0ZhT32Hy9dNE+%5tZ?jz%kq50!#OV4buOP&K2@N@^Iht3x6soNcNTO)~mLV zh={@qA>!!35_e8ruYwm+0a!AVcq}G^>D_-6Ke46+V37Rc6HNWyON-Ms|L2d1T$t=A z!cHoY=618RDOZB5oE!}&XLMp>B0$BygN(vzSt%V&O|4~s|Dx~=gQ&~(CLn}n?UP=^ zm+ImNsg%V?SEk_QxHTeTLg}ga%JxYU4BZMOB@?LNi#1v9G1Cs4UhRj%V|U{WKJ=LW zT-y&fP2mdLDrIf|$gn4QBjqgnng$>>*~L#If&~M!i?hY!SZQTmfP1D#Hk@S^H5tfZ zNj|qC<3nMKy6P*b_nZhw7<+6bOF1jTrS!F^92Oi*J56&-%4D&>=DA8qet4sRJMBt= zL$!sCNO+_>T{G`A)-l_@`U#FK7D$*o5v(m&%=-G>FTI<7vZF%fl*p2X2mL8Po?W*; z7`1ty9Nre#{E!ls7&UM?P*qm4$GsIROC@+gR$FPQpllXBS&u9iKer_&z@pu4!be;& zFR%HFw6+;^!B^`KX8I>M64odKK%^d0nNw1S4}2f47^lT&<7bpbqA}iuju7Ad~enZ z#^8A}H-KBUNK@JB-Kmg#CJY+TGnJx4a#Cyn&axaChXRV zS;xn{F1m?+&3<5ri)(V-nd4o&Y0Hv%e`g)V(J=W)##Hko_^4ZG!1SYuyE*0;f)*l# zaICBq=rhzDXJQ5ppLay`JZL3KGB0-SLU0(F@5_}5midq@wwnB2m7)h&Y6!BNqoc$A z==WYH1&l%QIb9?Le29Tnkg|=#eKiQNcU*}uYHe>XL}VGPsmKPuqUB~F%IhGX-;ipj zhCGLMR8dplYqs}k2+Y^WxE76@{)ZasL`DbU8&}qS==xVHWUx-xn$Ux~cIyO2JLy*zvnS|yCx{1@+Yb^cV1X=kN+ z5=r#qbZ`m7=-%f{VdQ4>M~MQB7gTo1rT&%c7lkWc+|~p`wyD_7d#?OkrE6~{J1la+ z#YMdZPReq%w{M}Bxn=W6Z`W<@%0qJUB%tYLs_`RZQxaD5e7|y-kk5l{qER4^cqSkZ z9;d3=dtz6&I8ndDlIoLW>l*B4E`;VxTRJUa$#K57RnEh*UM`kc9ncakLlQ_Vxw$4G zW;^r|G2f3&XV}3;P@CUS$ULP1V8+_&A{IktjwnsIIgdpdK8wPk!=hAx_s`qAn&BmOh{4UsovIeIY zwT7%CncbY7mEiVAz7BqkXxvIjzuqfql^ILy7F*p*d2$sEQIsN3+RP_GsCN3}ZD z(qP(eN=KpU&xnV^U)o8=3}6mON^xM{=?QzDMw{xSVpP3-3gtqx9R@NnMtlJ!4Tlz) zzP^usr@o4a-0AuBI_@W%An(s7p|V67PUrv#@EgaTs%o3AX`E`9*rMv3Ip97n<_O6< zu^(D9d0NDpk+LK?TYsq#AVzTZ5;7o#wUePKPb2KS z%AGu(;r8`4akRMvBmgWfoIf=qB-g&zWT`%5ZX0f+wmPy(coq{88e02hyTp&H(hgxi zlqkr%9i`F}pm1qvd>q(hJN20U)=teGoVIo{45zIpr`z{T3cfC4F__-=>6h3Mm zy0Xy*DejVj(|6DARk<(=q=3q`ahK>*Ud_%JrE4tQtn(b@9;Q7gOWsXHGSFeJCc{o3 zDEv=e?eMm=HZ+h06gA#s_}p^jc7yCtZy6mb%BZi5IgTJY8~;h-AU%n$SBd0#c@F=9 zlqE7GEw&zS+|y8A5IVxYf2o1)v7vgtduv%qA{gZ8ANWL?Ck{#oqan^s&!?bnWQB8TPl@KHo{~`5Dl9YyPVi=9BHKXhS7Y} z@0>j#DzZfw8`Q;>rK;7D5C~fRTh*8}DrFlRp{(4vS7maiKY88y%&~`8XX4QjUeV>{ zgFWlIIF+DVrQoh;pu0jhyxAk6!lS~U_7zf9jsN?z;$sAcM)CZV7g~iEL3Ch-8zBLK z7&p$JhAEP3S~{Nv{P_fn`9Ag*svV=h=_d(g3+iA8%Lk)7Qj+8`5d22Hjf-fyL?5C%y-;btUx-PTRww}PU3j?R@{1eHE7_ZFkq&?ZO zJ}EWr-n2TQrNvbQ>d~&`=;T9(SXj7drEYG+Z;NG}M;3JQoLc#^Oo&%M30b>y6;xO- zg;@xcwgfuWzUS-BdnfBzd(%#hMMBeDu}4z7;}u?He=;--LmoyGD?xe}y|Uaq zBzDniV7lD6l99pTQM$XiBrVcyk!k^h&fl2@88i}n{KAl35%o3f`r2)d_x-P#xs@zF z71(LsWCJ+y-$wx3jb2_oSG=HNxn$M52XDBY*{-0PiqO)li|hIgWOMn?&IvAmbsOkY z$tPh-E*n!jvHg}N>k_QZoe4#rhC}`ggPAp;K!=89t9j3Y)P7v=jjnpI%jlWv#~pf3 zmhiZs`b<}L0I5S4jr$H>)Rag*$2xm_vfsD&t4m-0Wl{U1n*gvQSaa zF<{dU!#0JYF7~iz52FqL2}1mM3nhZbcV1;rWAoID8gmAAI@vHig81<7L;t48NT#Dz z&lFq7!N-a^-XdlKargdyQm~(RVyFx>6iXO#!kAHMyGd7@_M-;+02Njo=n&fSF8=a! z_Sct=m-?#EV^5*Set_oF#6)8(JA=xVOBr>p>4hc9i+=URf^`<6NVZ$qzQ)__>JMU3#({JC@Hpk? znVS6Uo7JPUENJVWzkzFZ{D{-$wlThWd&)QNQ19S$L^YX*!Y@fFz9oKy9ZNibmi7)L z1jmmdAz#1FH~(r1n)OZ#FDSb6waH1Cn>`*mVe{Pn4lwNR&{MaptbKkUXlU+}*TT;t zKG3E)|bfG$N4_IwoDQMI`*z&-MJK%dv3_lRwy4tQ-9|onjKs=^`Ar zLy(v6%_(4R+mju0*T?*ei;Klm+n{<4U~fGAZr5N$DxdQF3&5JTT!jDxXVMqTdUUL; zso4#>9}WVPk}@*fo`>&xdwVah-hv>LQz+^_vIei(U8IWe(x>^0^#!7OD!@e9XAWAxGab1VXt1jl701R5wt%o0EXawb9Dk0 zqoCQ8tfDA*+b`pFoa3y=T8Yz|BB=Rq%JJg*0ssn`o_?$AdizEyUFsQokV2C8_?498 zmQLgO1*`6rnGAJVdsIL%@3Jq5wdA>1J1YhwyWk=V^kCuhF`Nk0a?G@Of6~% zab0HT13Kw~f`W$tma$9tUkE3$UxoEJ;iE@-B-gO>qs^cR8*?C+YcEdFfrtD6+6~_& z+H`~Qvv?7K15A!9xIel|GP0Y-Di&=IG-?-u8B@Ok=#53EGK|8m`aKpAL-D&`v@p=( zhJo|up45Xg)VhGrrDtFm)1f9Ll(4a}nc=(0D=h3>as2Itl-+yEgqk@rxv6B|^+r9M zaA5a0TCC)T(>mT{LXlp+Y)fJO$Ww47MkQX*i2(+7w=@NBT7hn`9Z3*=>|_DZHlLH3 z@pl&_(V2alM-@JtICru0n(R6!g=nYr~bmRh1!O__G*w|Z5P0gx->rD9s2>`jyn1FZS?t4n6 zuQRh8^7>p4=yJnS4JtyupJvQsEzBO+wcAx-W&&Gi`^kbaZ<&?S2_TV8)(fBymNT`y zu!MvJdPc@F&^fL>0;~#`&9Pr~Zt(vDE-RW^{qI;AC7w(}5VG9cD@imc@SI$1cjbs& zxYY6PZklzp94noTi)NdC)TmC#cI?7=;Ef9!H;VR4RCq?fL zS~L!vTW%8^_)Qml4@=TM2qg=~=|}RWYc*zs$lkY#-Bkz8gtc(~S;O8KCiyhc6wtDR zz#w3}o0T}!+OMH&A^OaRJmd@;~5@qdM_9_xQX@+gDj%1HX1@vq5G^HQbG z`7%nr>R4J&C0Gn~F4 zABm>I6kj+A?Qr|wgSrHLjHk4V_-1CsUi<=-M{NdLX1qlY6*0aBai%shy5hV6UQq@j zGA%#GX&XNn+78^?JKxN#ue`4`$|rA@BP?qEAagGBCCH-_@} z9etD}iXrcNB6`<>C>p_lA6EYqa?U*WAs242vMeqYzz(|}>xDO2SRWq1!ghVJOO&JU zh-yiulR?QU+N;+-wg$&yAR~17J!5!G_}NX=%|P_$O-C@2hXX8v*{so zQsi?^=HXD}Ki(fx)D&BND}pG zz>Ks_MHkl@|E=rd%6>z_NINVGGAR0YH8Y^|RLn7VcOE|AvBsNgJpR&!-l?cMBI=6& zK7nQDzlW~$N7kOXv9g=b-4>7Apr|hH3P#ITluSo~{6qFlZvJ8TwUpHR9#zClIe%)_ z*cn}Bh&xroIeEYNNQ)b2B+7#tQT9!54{GMjrf2&K*MFMUxtr6+soRSm5`bPSqaEoEbk~=XkZe0=GlxLDt~F3v zqjp=_&p0xIvAs@`-28Y7Qw2sq4Q+(y-aT(RzdLou@Zl-$X6^U3N^Yy+HSN$no<;+O zxpljW!gYIJ@1zQ$wC1AYYveR40V`a0X2w#KfjxUbfTD&j`<{o#8|`}${-$+8aS9l( zah1<}YHo6|uMCor$TVoTp`d)IJ04mPC|*ApF5)ZZcIAW-dCi5{q)! znG)p9NF>I%f`Jc7JkH`lkbPIi6|{;h47z|&^|y=G=ai3p=4<0bwFXkF-I}czcCPu2 ztF*85(~z={|2?#Fbe<^cC48T_^5(gJje!#8^|-4w*-L`=Zc6sc-9v{}p>9)`%;|EfzxmJ6(`G*+@JE8nT~VJdPg zqrahoDei}5AjSv(ZKfF7j1(u%Tzlk(6*5fN{z|V%B)kiSow-j>MJ+;JHsL%k4R9g| z_$hzd(b3q5xRZ2R(xo;y+`A4-wrog9?W#C}JAnB35qgBQqM|XFnm81`-*s*0wM`I) z)a@_i6ZV}^yJiQ96Z{7DAe#8c*XHr_6~iBhsr`Fe1C%f}WQt_gp{ke$Fcs&25`3eD zCFFK)cj8(s*YJ5Z8Ml&90=sVS4=&;e5|9GqNXqZlxm`#Ys*b+jY@BHf#jQMp;S429 z=Kb-|C0sefYTjtAm505{nczZkP?_2l zZ)%xf^u)Toto|40HO~p6Ga(&J%ou)a0CRqhUq8p*thamZzgT_JOw{V*Z`bZyJopok zVIi10@lnw@Kk7#&=GHOBcvIbxi#~G=h9BE)gvFs?)iPTM2H zy&4UN6PwWPpC92~ZmwEm;g+2Kdu(7At+=%GQ%Fci?QWIrR43@0xPz|tr5^CbFL`-^ z$NKqZZmG&OZg;*GpZ)8YDwfXR%4CF!z&9To!+U`D(|Sn-W3T;7tM9&W8x|58x;|0H z2v`6s-$U6JK~A>kCP+Knzr6Co0rma|VujaC_vY8_t(?L4(@Sz!TY{O2A^5W4;7U{G zFy=uT*F$EJjMki2)ChQZgrF6=6hNYHcztuYl;HrJ=6JypC|U8Z#3ILTmDDt>n$3=114G3r@w>DSV?8S{4z1f0yr zFf{v((Hy9;!)H7Bv&=#X^dxalr7`MUHdl8YK`_fMI7&IM(44Q@z7(Bp2qW91dAwnnct*bWaw} zVt!W(@Rc%89O&PY*F~scr9}MdHvm1Cr7D$XP)yMp85xB=5{iZTSxuLY#O(U=4h|(v zukJ^izdNzZ&fXiiyq$fl%6YsLI-%D1h2D#tY*YXHcYzOKCeNx(jF+i*@jE4|dLk667(UtzpZPYbllL9U$ab3D2_n=e+|w1_%o@O5u6yx<*YJw4XHuDUVkEDVl~>fn#pJTdI!QuhfL%~s_rd_bFw63wTJ2gm;lv&LI3tsam#zmk{7@xOzQ zX9{Y-TY!qi;QPnsJ|X(%frissZ62Bcy9w!9R=DBTb}$U*+M2+}bJMp8P(s__S$?6R zp-_uauhtpbPqi-FpuiFisIa=rAM)me^W2;P%Qi;y}iu~evizWIKZvsplSu5 zEZ`Jw3nbh$kPj7Zt5b5?nNM4E*zjGQDFQB6#2os3y4+{YI#*V}5itQ>>15C`b{D1s zT;RT1m(9O`#OOBT68CTM-11TWgYgBw;Y8!YEBpIWzi*pLKk6!A6c$&rq-Ph|7Gn2a zVr84G3chFG0aDJ$IYqQ4z!9oH9DbebGNu(qDfsE|&{_0!9>eo^3#)l+q72g0D>Y!w zF9HFqG4J{^y)2MIL$8&+kQ#~m+SIWs2wBp>eX}6Y+s9HaTKPeaX!IDg5@ke^>vp`ZZ59wp`jBE;I3{xB$m*pYHugKyb5*5AJBV0V7yjYSZ4Xi zg{8@+r1Vf>&USVuMLDOE9i-3QaI~MBN5&IVoz$Qw6)%5LICZu?PD|)*Wd&l7#7iR- zJAT>nS{8?qvCUeJbNFVsQL_sElSR-Xs8GUc!~AzqGQCA*erdkvmH-dTvazzZ_5gh3 z;K-Ai%AE4@(XI+J)a5G{SKHOUh$P+ zRiCya8rPdmoDnL(p{NMzQ0lT;EkaUq`uJWr+_K*sE4V&a2Kd8P%4x|+MQE^rzIaB~ zhb5Cb?#csI@NO7r6c6mAs3(`$Wh$vmkpQ@9r3$90rq%)I4nqKKz;BLWQpqkXoYjz( zy*rYn)MY**HACByUQJqQ9_MtDiQS#opQ$EEVJC*7mi%}=S@&SOWN&z+QF>^}&gEC3 zi#IF}L>sb8KCER3yI5!qaG4W3|NA2!(7cKo&qJUeK!uO)0;DSB@l`Vhz9Cma_1S9D zW-REgbGmM60;~ra7G?@)(@>G^H48L=jOX3`g@pwG2{=yKRw?V~cuDdiyBG2b0=9)j zjO)QnH-T z8p>r8F-h53TIDmoHqHMd@$b_aM&1AH>H2U)3BXzzJ6=fxffMz+T_=Bk`2)JqPVupp zx_T$5h|kuU5^B{e% z&VTDP`d)bgLf{7LF5tM6k&yug+&_G1IO8?Rr%#^%M#fr|)^Obv4r^nJTOp6HPH=9jkn-7XT&FCqba2Q87j8<777m$v2#tO^K$Up&r>U!rK zmx3=UHrBQK!s~1$?rgu0J%QJH3~dttN5$F&0Pq{vNsWn-R8&-);cLQ0c#ZGsxp9=4 z4*+V#n24_zBPg<+(=4uB=TLmbNJ0?^_Y>_x#F_$AfIs(`J}PG)G0-UQ2Vomd%3*iFQ|aM_T_K@%`C$a&L;; zY!7o$eXB#)qb@Mxu(5*;vO9AspF?HfVQK)hh;L~CKsZKr_Q=nQ&vWb&x|SAxM2ar{ zlA$)6C^ZA)Eg+xU3`bvGUHz1tj3W*JDUfk!HC*kaJgIj}x&nMs0^-cjpHdO3F1EZR zjXd#>R+^&TylAgqNh$cB4kwoi!h2K=C}*-tN{l=_F(5*7IRAaq zOu|zIpHtkOZ9w}wQ^$WYhY$l`88Bq@Vn8OP#JiIMs7l$O-QUE8yb2Gpv%d z_Zmn1eD?haZHm=XIJNg4cb7BES}euCt#O_nRIT+x=j{pn}q?xzHL6*2annR?a@A1TG zwVwtsBLRsp3EZMpj8Zy5|LHr-o7qG5e$DuwX3x92QXHH4bQi@2M8JH5z~O28Hr&IVnIt6gu5=h_ z3m`jDRIo)GmM>2|k=I+i70#BtvruVlA4W?vn~=0UxbOfQKKYgjX0 zDPA`prbXCgSu<`Em;cDE3~8d*?X=C3Z!;F%yGf;HjWk_N$@!=)lCQ1Oo5Lt`(WD8= z?eojyB^E;hEX4!S6d5(!hqiPPYn^N=c;wf)dGf*{bK}Qmf4Yr5T}J+bs@Mdow4_zu zsep>S(YO!l<2&=S=zGhLDq<;z(^*^!;3sx7Ds4?fKWAcgvwD4+YoFY3^)GRag zvbY#@i}n}+(gqdEPl@5W@`_q`gFoFd&Ga3A+Va6mQP(%#;};4|P2?8o+8h9F@CQ{T zk3i9a+2DpC>`94hE<3OB{V~b!=fAph3fa7 z6Y;(Abm0_HR0ZLZ009XJ^Qh-oNwdz0mH2Z&sCHz#b5sOdQ6uTg7y3^ff`7}`^<_di zhi@i;rEsmr7|URPAGwJZEUDmWrlnD|B8bl>8>by*mIEgskm1kvLE9$et9@4q(X({Jm;8XQ?q9$oOWZJc{& zvhwy0Xw)8F%t!`M3kX3+N`sDsq{jALKH4?7Gyg$-+;9T^wrCt1n|i;(NARNFm`zlJ zNK8@^T?z;)B5`VIHQFWe&2~FFB!uI6{zH@Mbc;a1nVT+j|@0r z@`-O1r9&ngL9w3*4n|qh+AE=dv*6-~L$Iv^`i$4 zd2a;1Kcke?=DxY|4z`o3pLuZw>UvIK5{{aH`PswTw=ysQN4J05KT)n^qXSZq_qWRk zQJxCPo~~Hq`VSw)OMsNw4U#v_fxC!loOxN6BR(ANOW}t-B5iU#Ak;I=pJFp>+GSp3 zw&Rbfjz(5SohJCcd;&nilVItJxkt!0ttg|{iW8{?@M zH=s&I0fPD{Kjlt71F~G?t!J4izvXwJB15#Fgw~j~`s9tiIZc_5;K)wcXgfX-CIo`u z$pMRA*>Q}$s>ji&2z{VKG1xCqXLqHMHlbBB`o718!&>p7gQ5Eks1G+P1OV zx*csk0n52L0SrS$+6cc4Hebkx`nyFB!^CAW-ShbM{+SwJH$sCimo&f|#95O7lgKT| z1H$bjAn)@VBN?|nNFy=+Q!x|5JvOj)N1`N98(pIqiM#~NG(ZgTdUpKgjk0(-YobM? zC#Ij%r|UrOR<{th@#8o8zM{l_Q#+2o)=6cWt-!usLj0DdzHNuHk&4g7Q5>Q}*U7us zjg0*^Ypr~U+sz#FC4#}D)dR_YW;#A@f{_c!L=5Od^lHp%s&n-O+LDD2GT?{1{U5*4 zKR1S*+Iu`OC=7i}KiW4PBrF-AgP~Ojl!+G7)NC#{vWbid0b51B-HCoiA<>qwgitPN zW3CrkISB#yPhcG0&NM!X;dnMJU^=rK;9ASDK%=Pb-p*|YA}Vryw{3%yKWOC&vUd!B z5uqMzW6=l}e7e}h))*241vLct;=R$-lGT@@;yfmGjoVqhsl23ykz_=6+I$#DYIR>z zo6{5BNzqcwYu^)(Wd`Lb)Oy&+IT|a?b0(o#y`N9a9NMTQ33!$f5md?X!?%@K`_sOB zG>Sj%tLX@<7Jd$hI>>G#$WeOk_wGL}e8w zglVvVx(+f|7=T5Shbh5?DzaR9@wnP!A&CSgz6 z(0PW4c(54NxZ*k+eoj||$fg^+Yxc8;XYHCq>vOB#q6Uu!yLM%a_$Y+;z9wk~u{J*h z=ZOaAArRKbuhXsLNRZcLRR?3S7EQjyerR%ZcX|7ixvM(va91NVj^rLv)EBx{&@ zU0HS+w*os1uL-nR?ZV(#tff^Hllp-G0CWKQSJ|jZm6D*#{ma@)cG!^573IH3#jRPl z?EEU^<-6aRpVn2{IFl66^3}ompTHaLJ9YeEC`}wfhVMw9rd)H05^*iyp`9XU3Gb7Fl*t} z<7y)?an^|&&#J%LU(iBEM%-)#5^zr7%x?wPmkI;_A6zLl&dQDB54kDW2noNR(5Kgh zEXIaufBkm>BSHHXw23!bDm{h6dXn07oJq%5lSOk4sc^@pmMz>Ljw=K0jB1>lyGDQ% zHujiy_|v+cetG~{a3-TJC%=Gxm|P1!GdtDj(Ns&=`?=c7lgxI67Qd1LDA)_&UbL$} zZ4f&4Is%+#ROi}hVJLsPmJo+1KS6S+ETqQH)ER285i|k&uxtSa0(_U@hvKO7&(Bk@ z&b8)9lGy3<7d5F8vH7fJVY%Q*DBrPcx%cee)9j}LhKKBc`dj7e-gh#vF;#7DL(otw zh+ldKe0K2RoKG}yZf#|vUPj$reB3VMLIi&#!uFJecb5FmucWatJNXpjRvW(C*>6FZ z=MRU4l)n))6O2)hBQz_R`&rYk*BNSXGj%eMDA#`}^CY+mh$56d5W zn0Zv^>K^T!)Q$gPjD15@LomG{Y~OMBdusvIs*y~DE}!`OwB8_e`2kXoI8aL^Rb#04 zYoaj4gV~-h{t;OJmXm~*g93$KV))b&Lo2y5d?v`i*5X=esd?*3g`og^T9hDEO5_H7 zZ$|>K8tgZaR(s5%5sA4j$2u<6@r%b}>%3r}rQ%QeNP2WhM1bWA22chQc|*Za8_~mu zQpU!#0NLS8;)fSjDS$BsK!13`#um}tEgOjU=#`zFU4v~Ud~WdT3;(6#RGG$j6 zJ~^q4XnYX;Lw&Qr3Nj|z z0HMece9mX^6&j#b0#gz_qj#HjxN~-PrdfaxeL1}12qx~p_gJ(nybuo=x1Kq&p;Gm;ZgM|fFa?ar7ZKs)4PKmhMv-hDyu+YfI)P<;?}KNTik z(A778dn7wz!Y_w5nyDf4Adanz>M-IlKp6%cZ~f%J0Yi^nU2tn*i(&{@j*x`9f7?nt3FcBjm1x0Avg5l*U3PK)$E~5QxLLdN@sr`$FeowNXQ+H3#0`v_c zK04&rUPG@ySe5ES_OS?2f%jgXV+(Jrz#!VaQTa^em?_ZA_dJ2eBnJ9 z4NcH-OOEC8B0S@FhE4C(N0HG8k;WR{hYl^L1Y%3g^=$jC@pnU(D}BeFxt9+ed-JNqli z%*=LM#Vusd=e+9s`{ViJ_s4TQe{^(oxVo?F{*3cFKj-;=zhpq##jdxI_P!ar#j~?Q^ur3t%IuVM+KoUP*;&{G7K-$95^g)bp8%6Yu7Q*ZJF>^hBr84`jzIB7H{bpwLZTgkk9>Ca$uyo7!$uK z#S_TjbcVj0)PeQm-|rX$?+t3bzln&<<`*gP5P6)&y9X_i5+{bw-adP9Zt$6*w*$Hm z!s!As)Th6j)}$ug_UXKn_XN+`r=wV_p@y7ul?^PUVEFnmPzq_Z5WL?m=I6c*J~!pl zt~jL~N^zxZk9O^AmHk>W@48pLwS)*5>H-9S>XY*4+E&cg8nz^Z{$yx^Zl>BWqGoMn zDj(x~6>M_0-J+H&LVvH7L_U|Jp$^UZyWken?=v9KS(V4?N_`}`f1{0gcEu%EDIdQ^ z3Gxse$bnMA0D&XmGktBtatb!&m0bCzko#Os5 zZ+!m(%J;cZWbFz*WJR#pbEUtz1WV$YWC5w+EF=Nf8zWeXtY)HIP}VeNor=Te=r&w9 zlTxry-f*>cMf1TZCBnpVG=7>$X?cB8%UCq8bZ&EIZ`rBYCJ1)w5CtC$KEI7-W+z-q zgItORx<{JSubVQuWA73eTjCWLW76mp;G_nZ!?kS1v46h2F&%t))VkLh?Uz!C{mC~n zzc&rUr_Ut_d|E!-)>~l}VvB7JYen6L1#k&Y{Ay?u@f}@pRk<^v;WI)cRfprGD3d{f zm8{3YY4pk0_s_u+3@x}p8;eT*{qvyC;4uk`>-Km@0-v{qaKIQQzdSz<7VAvb3{D9o zRmQw^vk9RU+U#x9NSCcxq%p@ociGV-?#y z-pa_I%6hq_l^GUvXARE64cNPxX{Vn7s)G))DABlrB)>1uJ5_ZsyOij;@dlxz=4Htb z_PALM)p<^EQXoqWGKew&q83UY-bGEw<_xI*QYg6-aA0Vkeuhjizg&+{d9o!~=zd%} zP2k>@q#gZ1gPC=&&(1a!G*mQI*>I=V$el88%k76!I+-ZzZxW&`-2^N&GES!riG`0C z?qX3H!)rJ7jFeKB#1Y4xUKv!z*kN7?b>>Uv14rL`HY~`6l{D$aHX7yE(s}PmR@gEH zwzy2Y!SM?0^>GX@ex3v(H-eJ}W8TTZ3X#CUj(&owKN*el9I0h<2lbCWp68qHr>06X z-UCJJt!c7QJVd_%Dz7!B2nZxpa5Hwj<#pE%dFGkoa%t8Y;57*FbkOznyvUFRfw-`*sPBQqrGfoN3Pe)BByp^W& zZ)yuRZdTI_3daB0wRx#nAaC4M+r)#hn6VgwGf|Nr@U$RcOIn*BRzFR-MdS0 z=lD&eybJM!aV5LxfRdL~YwOC`B-Z5?R7l_ej>U|{Q>3HY98QmuKq+zW1#af&3_#iZ zBVh8i8H*9hj>r;^6v(S|UF_{#tHF+7W75fVbsHX@*n88$so@gu^S{P_^d}%m#ZJKy zX%8>;<3gYR@fmArbE5NxB-*nzWKUeW8@sDaE@tPjUOKbVuuu!T72-wf=+3Lv!3kL< zrQA25rQBnxl;4peKX#T46=9Ldst`B0nR+ZY3 z#~dmbsVs*|lVGNdmh;KUR%*|*`X^-IYa8jJ5;Au_-(eB{fzcgMxrfus z`$Tjn?MjMxhl@wOj^U};*k0bQ%%PiF7I~?yVM>Tg*!DT8^A_YAPr>FAIP`JclCY;X zy0n=&fE({UUr>Zqfsmb&lfoq$JG;y(I!h~7f$Biv9Q^xX@m7}6tV7HZqt?gYGFajK zb(ROE(c3Y3>x+K0Y%|ddHz9{M6vsU2VhPUhH@Qoc=%04Lv)K(cb|?$Edpgfi?_X=T z|GOtJ)%nQXRm^lH*;)J}^YYv-uXr~SvMMvtQ^*D^mq=0Dzy39xRmaF%NSYQd&}>zx z7O9n~ug90&oQ-=(3?t4Eikn&C5mKU2;&-S%Dd2@-mmy#Iq|RIrYTEvsc8l|(o%vW| z9M$V}1Ik!KEsdKT^xb5wA?-ih;gwmzO^oihgn&bTv@7o^>wj@FY=VMpAx_IH#H9WC zVuoU!+Y~-o3;M9x*zT)xh26b;MLYXA_W08zr%9&yV42$judjbLLBFPYwPVpRP8RRR zoOT!rMsGFWp5A-1nnPt+{>AcoV+k%T>o&3WgY!3P=L{qqyHWbk_2}OPWL?{9*I`#o zGp(n~n7duhM+J`LFUEacBB7~7={GF3j;0s47|y=Xk1;paDBL~eHZ8;FRKd1rs@UX`-j>c6p<2&GAnR6|HivsiP?XDyz8RGca2WT1J}}qaBh}9&M^P z=xQ9-bQ<9a_+?n4}8Ef>ld4xdW8&V@IeO96*g?|{7dr$)3kN#P2@3g zc7PpGdt#K0!W1iGYRXk3eX+5PZ5{nPiV0mRHaBG)<1E#~pEpxx(bvPmMgBi}*#7de z{4b&9Z*L$VZ`-d$bw^fCb>CN&!ESqg8 zj$QvgJ}f`|DLVfq!~5^FhvPHWXU*G|CKc75M`xFRe_mJ~m+*kgG0rzjaL9t(eH89^ z9U3a4>d{9#)T?GLfM@H!^QN!B3N{pVRg&I^{ zy#=RW>75Q*Z@J9zl=(XrM_V(eIm?_cQ)|~J^0lWc7}qIg!ND^(7G^mIV1ZWmhIq|R zTsc`Bj?lQ6c3-|?^l%_&fwXPf7u(`mx30Z<32d-?QC1B(>@lPVnn0)vIq}mmxw-lb zx#@{t2IU_%#`e$CT^#YH(ha%qYUx8R0D^+hiGgRihFz2AkQx<0`q-fS%Hnj8OkOTG zU7ul4{$|>qG;;s^d>Y#J!2EN?=E6!8m&>47xVyX%RjU5U3KD7?gDYP}Uu^uFWW=CojaHoY)wa6_6+3;mmeRS;*2>Jy`{ zbzdfR?Q|P8u6t3G&F?qj+jS}O_w4*e4MQi zDWr2JA(a}|unSymMM5tl59%Wd-hf2GwME&*hZS5Aj+{mb!->c1WTezp{h8d<&&C?N z%|7+s9!cMR#k=&aG&F)m)Xn&Yi0(|^F&MDmGs4cIQUjozQvU4YI<}kt)5MFm#KU5T zOC4;rY!Qbk#d;~*hkM!@@xC)95^m=3Y#;cTWDNLe1f!OWrCu3!R6n6J@v$JlieL>D z+0P$vBG69=D&p5FWe*rmMmHJS9P-9fl#4Gd?p&GlCj7{@-ROLKJap~5X!dnmCF!Ep ze>~OI(5)C&A)Hz23!I}$H{((V5{#*4`A1q5-i1mXtwVyV#BnuH4kfoeVs(gNIk^B5 z1nL_yu>>SEy&x$-4{f$ZIgKvtJ~;{*)YVA{&nptMcu^d_mP_rZ!PS(aZD-B!BV60~ zQCUoyH5*Tdl51S}z#K(0mZpf6#n&)UBZp@@*YyA=*=>9-Bkzjl9j z8Rw_VdiU3RKS2a4s5&!2DDys~$oHf+k1C<2mhX9oIJxH#griLM@Q~wvtJ6r!az9WjCo4XOS4yZ3ZCr>Du zNlFrBxC;T|DNXzS1iP&41WO(=6{4>*&!AN;!9WDGqygE-DD9&!kB)A) zEQ?7^z2oHh@Sy;deTaOufn#N1QPU2+nJ`hOYtpz6J{U`af61uKQh7qSbhr~xt)NkP zg5rZPLTPIPSDd=+GOL6LHh2os6r!1BlL4XxMMl7;@%HAypoEF0WRjr~{wUP*5Jw`^ z#SrBc=%2`w!FUbdC=UM-OJh!+oC5r#D_X80XqVv+?f5Rzgn~r)ztN7bO%N_Tz`nYQ zb*;uVL2kwPwmxI5Y5bHj&KfrmZ*XJM)0w9=AUMo9zer4+b(g{eAn$APY27tA6W_lN z1=$cl(N182>(srN;qPa7AeXRsI4bU6alA9c_^ABHJA5oU^JpIUXEjQ4Z$)Rbm^zBTH?J@#P}V?jrlmzM{YMN4s_ z#X)BV92sJmR;aScPjp+BF>cFmD|&WkIQ~{$_IH|SN@Q_(*)p?sAh;HLC@bFTNA~C- zRF3(nTco=TnSX7l1am_rIa72C+~~OeWO5_%u?)lVdyLLUl28m~5xc)P!Tpu3_fYW_ z|KfJ+kScF{;=N4v@lfrj6X_ZK_Lx(rBhlr%InOE>Z1hbsU65V;l_3orrr z^#A!A&aaT-{dZn<0^x04-D{x5d?{*sGgI@lm*e+}nP6(|O#9&ykp6J>&f|Y5D&pVY z{GnK&{c5Q{j|3J~fB??}$H}^vC8o7QvS4ckzLia8C$Sx(Dgw4zKGX=ck}u6Qp;ZdTY*Ajt$x7D7&9K$n*b z15l|&axsm1Bs!NB3s}j<6YS-v~lN zJkw`t@nt(f*hrCX)CF9CX4Re=4v?AW}{ivro+6eK^W6>w##^ zq?Y-SAQyQI>7{+3*&!PpRF3~3 z-Ug8Ee})JN1_He4;>yWvAd6KvO-*Lpt29*gmO;tw%~21Pn)iUIwCn3jk-xfZC*7!R z!-1ip4e)OM-o-?}hq^lyce^*{JCF9Lj1xk4Cs0%Mw!_eQ@LYVg7+rp+C`XnVjK_#N z%weMD1$bf+v7Oxh61)GW;A!hHM*O=7RdFkEYpJh=PWrLK#13t1}#;f96dC89Px;w-O4}y;&oxrhgPc;2}>|`lo`IadEVFH ze^RprVmBecyJ3>N?$qS$O?b?N&_>R*JUz(yn(4yPj)Cg1&_lTO-wSPe(y>WiK`&KM z^D#*4q}2QdjOEY7mt8i9I33)fI5256(vMf}!h)CCoeqkm7YPNXHR0Pi8mvx~s;8$U z#0h|L?U2juqJcn6lslQYq7$VI0PK#=&K#h5L+n*$@l^tmJD$F4#AEJuE5TRCjy_La zWdLsn-Gnos3zQ+UmVffJ0Qb#fY(^q&~uv_|<45;KoM;-E=raqa#Xa#Uzf#Qrt4xOZ{b*APi zFQ{|RLwDq~JN-ss03MOuV;^b=#~oc=fCb+uMD{8Ck?*~Sf9@4-q9PRwOLUv1rz|+t2;(MJCn#C^C;oI-%@`sgQ%vfuc8b&`u2CZx%j4j|%Kt>R z(4g27%t$N#R2;IhuOJ~9mi@H;hRQAL2@mf}iVpIpnArjW>=V3t~&Iu%@J&61TKyEm*7_fJnHQH@}&yF3tqNp#_8$! z{P{t}KEO}nklE1L@Q|r^IDs^t$^nAvRe(14#)_3x%@R-g?wIaxWAFU(1a2l5EP6x) zjM4{*Iq7v=%Gk_zfPu8>PV0c)aT93$J&(4AJ9>KLrxQT;?boS)+q8}8$@sO!?pKh- zAtGIPt)W({Fl0y<7v$2r`^%-Ef+hiRdg8@^FtzuHg6vw;jPn}kqg{ZJ(D%vLd-c=7 zLxckgZ?a{_oidO3`L n7<|e9QxfpMe&fZ$3C`xHmf%av)0*%*J5cJ%+Dat~cLV*EYHV>Fy9gT0&YnR9aFL>29S#x}+rqL_iP}5TvBpAhBssI+WOSgLK0t zzIFS&?=!w}#`%4I9min6aNqZeIp>;d&TC$Cztz%EBE+M^gTY{gD$4TOFc^9;42Cw3 zg9ZNQ!SM7l_$BV4py%<-*~Y`m+|3%MZtmgY;OyaGZ*kYt+RfeG*-403m{*YJuAPU6 zi@O9LpW}ZY;B|Jh<>L-r)B}Uyx+v?r!(hbb&=1--*#dhQ%*0$p{?T*q%G8Ey z)I98#f-8*qB`vzK$6&QeV32$c=5xi2>VDL@cP92xX7W)o!^g(+tivn%P~^5J3p4nK z*1o=rE)V{7z$st~;5T|K`sb*qDCOX%FbYyqQe1w#;D664qG^FoSzGSGqQS?vXfPjw zPZMFeuzTQRGPD2x<^L}PM!vj@zA2R2+xZ3q8)%`$jQ^~G9_T@w$O)d2lf#^poGd_x z;m)ImwnsrP<`Vq=Jw;F|6HpL``CM~=u+#L!ob_2a`aCCi876fT>>!enT@2}Q>8YNc z@{=dgr|wcDoUp8r_JROMkqpQZl%>ggQk^kZ-#Y)(cmDrF-`~+ntijwxMO>L01qfAp zEj4!XM~@z%1zbf$MfLpDhLtD~MTUlA6Kfk7Z0>5)CXY^n50&~kVc?v6G z<4uh@I`RN-{`~nft=}f@#cvWgGOm5$uB2oJ_`smnfwnwO3Oue6fo^u+RgAvQh*w)% z8;6ka*h`!+{`X5ZF|jmhzms_vF&tdneJ>TT>QKJdO?hUbqY-`xNBE6jIr-UJi+8T9ynnB&rTz38 zxp=Rj@985SYjNw86{C?IGN%o%3WTXiXfAAB&Pntvm&3#E-q>^eHqK}HdlQxk!zKDc zIXO9caHmgR$UK$gi3&^X@bGY{o6AF(ypqy0ZSA(tk3!df7gJ{kU5o4M>l+1K9mg`t zW_?vn^<_kOZW{p2>os`Zm%Tn?Nj3JQ{Uq_)Vr!z}!L!DwDEiKA&u3asAHGnb(r44R zqOhrwl#B_epQOLn!(1g6(|BO?tN52o9hXbpuR@QT+UHN>N44Jc&VNg}pno+=0ekfZ z{WEdOhY;C;4^-50dV2j*<9+Eu;-}N@3HA4-r09!(KT%Lns2T3C?)~u8#AE=UukqnT zSvZeDb<`KR$b%l1gm>@W!5%(;P7yY2A+(@Xdb*z;_u%ngmd18R~&R85*Nl-^o$h0;hj6W8WaT? zQ=;qq9;cnLQQIMj)x)`XEnuD>FlbV6u=GwA*d9mTtMTs~muYt-J%=hRm7LEo)<+A7 z!I}6Z>E(-I*5J9#pRP6=0AzP|f^^nwvLj9O{r+pi0=c7Bdwq$&p-;Qj+sm9Q7L%Fe za6msvAyLK2mf`kHL}%4u`q4_zb(ms&7M6ii=!n?8w~1^`kBH$hT_KYTM!CZ)X?Dy+^&eADK{Vt(~k>_ zpu;76KthN2f?JQrOwflacONbrr#PhZutpATDDttKbgt|5S@Q$7lKcp=goU10R|HrX zys5>1nzN&njT23c2J&}L4~}=59FT~NY`2qggcV=?K+}7y?OZMo##?umC|;2SU8o*th(}r0(T! z=kMl<#?lgGt?bPa-*6r$0HdHKc;LlV`&}@jU+mMs%fD0A_U$8IRXI61_py48|BhP< z(}{0ak6u2_kBS8g&1?;Qh1IMZNDcri1?rRzr78d2m?O3`8(Ho-$LcT|KHhpQ2JUvC=v%cKA#;;RO zkIJHy19Xg5=VKTH&0k%Z)b7r;Yet?_BJB7kQ~d4;?tB&W;JcNo6QtEs*1Id-hQp=8 zlvhbAlJvGlILF=t&++!xk*_}FKWf#O1lZ|SUEV3qEWhW3J&B`}^yK;br!*HB9tAbE zAF`#ys6Gkl)DY)1^F!wq1`D&cDGsO8Nz-?0vvT%(CPrVdTj#$w9}2Kv z(ncra@V*NBogOxmrskl`9Ov-1TJ1@Gx4nI}6TOoBx9}(}{Dl`nOf~`Xs@no}GftrF>dOSkRMMhUZOK zl-)=6j(2p7;lC}|#~j$(=pM)3kL}^-23r6lI((t(Yt5IvY-Vo$cLAamH%|B8h-@#{ zC+Jpk`cXzQ|9MkS!Q)MJ_iSi`^~G_H-1J7~WV84%DQQ@^UU|5|+p0)Qd_tz_m+Wnu z;;)N8a~uPI6%{4y%}f3Kx%Y?N)8&IcY{tEXES)W(vNphljl*v1Z{Fr1#Uq876)4=|_sM`i-xGeBPtNlFR#BI?o^4Xt0$9{&-8- z@S<|GKKfvNP&!#8kkJ3RK2HC(O7drhBPU<10N;F4OMDLTDUIi0Dc@YU6Bn3h;y(Iv z6GlRd8Z#uqexKqKVxmt=LHWo>+~Mq+WA@64(v-54b^Mx1FZ%8Qyc=_+hG}>>lK1V5 zSecTa0c&?6jWx@`csaGx1Jw3|w`U>$Mv|nYe3y(tOPhr%v0bI!I~jj9nN|}m-OBAc z6^O;1h54B$V!f@(-uCa$c@1Ons(@#UTOzybS>KV#5B~+0#}VxdxPjQjZJTADd#k5q zRWlVyN#6!r)-SiKzYF2Ka?&)om928~N4jpggh)6#o}EkTeUw&}#@dsXXCQn{lqjnt zBf1kZ9%xgc44dwado7av8P2SSNudUpK`8fKjG)iV^ewaH!-r=VeAm4oy1axgg~qxaj> z-112Wc|}FHnb+e_jf}Sbrh@P~=yMTXWu@6M$9b%`gN$wSR1$S@gil*`ud>z2Il;2P z_3u~G2sKnlHWkmpT=I8w7x;;Ad=2;I+sik;=NbFpQra7Prdi=IDF_0BZfaBi)(7K8 zp)*dlZDF{uzE6^=99iBW;6h9M@S*GKbZ!vbz7x#>4X58pa~0zj=UYQdOqxFa`t{^{ z{VJVP-2#@0?*>~?b7QatKaKa_Qh42ZPRylobkrD=2FLPhn`$w<%B=mdC(<-HN_()Y z@}9v5)7ItIAlv723}FU5*Y{uKF%+euxwJXP}YaZKEl)>Tn)Pml7W(7Qm$7%J?wT*3iXC(ih3Q z*33Ovpj$kOBNTZK*Gu#*F~Mq?ZSp(p6B^uWCzc&5(&28tzIY{bb@Xg?Fq`ox%Hu_-)H;|X*B=fNT+i`g8?a@!G z`<(LO@>eTCdJ4;fzk6T73e?iudJJ7KHvLaz*Gs&2)sPLh%3W$2PduO)kc4%u02v?tg@E;c!*Zllo1ttZ8qUu-UL@}L@fh8|>CzPE8 zxVyR4oh`i;C1;24MHjJWDm^`Jqv8V?3TT5ZS*+8>o^yN3d<3%R>rCuf2B78#HCLWNi=rd*_<4s6e>K7J; zlvSfy1*8)5qF75>|HuYCCKYEo7KCYJNli-P;S7C|!#>%XY|j*Tr;+v*e*5+<%*w_l z>HYiV03#b4b|7|isa#_a_x{d;7ZpWMPaEwnB?!OXe9o?sxqkJdy!_q!_wSd!H&j=? z-xKHXq^n`4(7Z3R^2!=I1Ut0kXS z8`rf@UT#Q7xX<`&aC=X=C(sH-^ztF-gD0zO4?D;;%fT@mklbzjx6iDjP@n08!8N^4 zhzX$)>KI!Q=Yeyh5zkwxro+*9tCA;%^paSTDh#*i_Q?w|!7e|1_+TOYLe|ewFx{oz z2nKHD#I&>?5CAv6DFbU)&k%7v>=(rtD%RyYI6R!Jw8l67;ej>}j$6ly8&Gb7WuR$H zX9ye2HiMFi%5A;{?c!+TnPUJr(q|Wc%Zf`;R}WHvbfCoa`U-WkahM%=u`!E?3=cQ2 znvBO=W7bAAp(Z_d0xg;5GE8CaoD;#7b{|u&KH;trE%gbJak^5FI#rC^%OS1!Qjr$> zLo!m?u@E?<^`S3PM?-RX`S~N?jU}5eHo3u>AFLTS!S}YQnhiv4_kDa216dHVg_VQD z4;cq?w}`_5$%G2a?t`OI&1d@hKhO4;fS0l=?S~N&5`Fb9+C>pWU`1YR`GtpHiHz9Q zFwAjguy91v5MVi{Q72yXKHXS;qkG+*Y?yUd_9fw^FZ%MH!)ycJuI5YaTjwk1&n38( z%kA|Jb{YR*@GO1_vP0-NvY$ZrM%i%`?MpywvKpU=fS;~p?q zR^Y?u=!Gk4G8(?8C4@;>^7Y$iy?~xRR%(p8kYtbhN8TDIq>Wtzub#N0SVX) zWc~!n)s0K``nuhN02z&B4ow@NYhmZvOpQ+x`cP*j1a86}0RkaQd;qzPPj` z4$?$UE-s6!i{okEzojxoM)LkEGlR84$ED#8#23fH&bP8g8^5Lsn9pksY-cIH`>AYi z%}LuyJHaC|Vlf(p8`o<0EmfUUezVk<7S?&nu9o%?01aNVJ{&-p)sDyyUULEPDS~-R zT5vd5R#v30&z96a3csD0(BrLNCS%mO&)i%-zx}$;NHnJL+k?HolpL+~+Z!NU_T$~v zJnYJ%y-FE)A{bL8kkKa`^HTA#H@Z#oWI{^JE#6SnspwD&`TrHYmR=Ob92~ffjE<_P zsup`r>A#E*>|(xN`R3uaBPVp82IAzCtktIS6}D-KMtoB9EERWNc+BO2f02<+M`TyB zgDU&<7AhWxIr3_9&Fk|J4hXz5%N-l4#Qa+Cx#h~h?lPg=oNkah1k&7b^PlH5)~F<- zIXx*X;S=@_uSygLm|urMAy(!)jycqOL)m5m-7z$mu#rLj(8yi-$9dcE1d7PfM<)6V zAMWD!=YAw-q|z)`fk#jjazpv-avg~8BV;aVZgd4G+cIyh)YuqhMA8HVO18C0<@#!* zCWEDBI&r9ws<0}tqN*uVqUaeR$nRX$Pw;T#e2+$uc@B+5-j-mk^>8;&w?K~we#29A zFQ?<_AmcBjh(d%9QVXg#e?V&AC^#F8!!fZOU{a9UBSinO@^m6SZP0sp3j2g4PAS|{1Xl3koR7F{6%$u6QP0h2g(ulm<_NJno zGqrQTM*ar4YatSb)%rhtaGun#@>|;5g?gb0yF?F}7ftbkYnJ!6`=6+)CZImpxmkce z-sC#7aWEI~vcS`_h-Z2jkg6oNNYmE@>bs?@9g`l8=94fGS*KW2yr38n%MmC{ETlUo zFH|~08mIzjDlsw9%Gw%@gpRK0mHEpk00&f8zb`4_VP;_wNcU*>PW*VZV~eams!?^B z@CxpgM_#I^(FsO_jHIxTgml4vSNny&qJb6N&swXQpK^Iw0QXXWZjf1$dk?q;1xHXq zREZy5dq;bHUd|Dk@pWot_I({DcHJM!N{dz0e%9&~*;pwx?Ie0X$B=}Ps_bSudQ1-N zvB!)b+$!?^{!%F^Dc8IOk3d-RrzcyP@E0F%!D%0IlC<_#AIZnxsi=WW#omstx|vJ5 z>uIahWi#B$A)X@I;XigksrQ*VRM3X7)!38UKs2cTxA{7~Rh926&w;ATZM!UY?ke7T ztSW)`zn<8Q+}cXyt$b4Xwp@Nlsz{vl0}k|d!9xHJvj(dhpNJ3#$zn0%gSZ~Qq^fSe zsQLMev~S<`!ekAtDD^wVJHoo&QKjT}4KNc11M5|WaosP=+YLS43qKdYK~vT6V)yb1 z7D9^VR#W`ym0sXu9(kl;&x^Z&o2T&ATqOO<_(#+j447de?68vidf~m$RVJiq9C!CINn#_D~^MpvD6dj|()}(do3%MOVHReMFObTi_ zx60d=-b9ZSp&8bp8R*K{Zs2bW|6JeE9Si(cJ<=->*HA|PBx=$fUm>!c{F;o+n1-bi zS2u$?F&H33%pT;U5xYEt{V zPI{NS?8uJ6M(U3tM(ULWZq^67vp=;*k;*+~VUP-16lgac zV4@DQ9xbxJRnQ69!e=NYEbPv|LETI+oCw2$5;8Pmmcw2mjh%XAo`*{cM~-H6yBIVA zt>UZ~nF5sUC2EJ>Ccym;tWbR1^;q2Y1#-tt&ZZXQvAbBVHTpK0A=l+woX@1d9(@Zd zN7NDLqKnZ#@7_Z^AT}1JN^V`A+3}Q9^rYSo_z^ecF*vU>0|JC+e%3GsBx^1m#`iluK3s|TIz%%ksqm9 z>FV-nZxOHU6by_)+OnhQlNBMsp{3%V?1T?%N^7WWDb3?pYM=Vyz$1K4CzD^}7=BAZ ze3}herpaI|rcC^y!2*o^b!IOn>ZBE+8_nDQw%d3)ep7+hq3RP(&a%(C88*TyQAf_L%-VdA4URpH zY@eHL;(xtDz?IY7rA60UeVtr!OCNTx)a9LymOT7}x_vU;+FG}|+}JjfkI%M2ivg)IcwuM84Bj4o^8>@yL!v9^ zIRm`}L$Ux49I5VWBf=>#d}NP&Pf|7eOJTWV9T5xU)3Mv0-H#PB-q^mg9`pv;k`ib8 zj*gtTWp>Lbr@eiBRD{qltrMXTqui7S&bBso-AsAVjq}28Y9mipKMnrFs>a)OC7PP^ za8JH~DG?SKt}V^1r}E1Q(5X0^T-Zy^+QAK?ipdagj_thjQQgHv(uNShkldQ*$;Yg1 z3CaC(y=Tw1rfuv-N=aj@LCf04s9{4sa&l}(LH^}?C~U~Cn{k;B=D1Xl_imfZHy#_mK6s*lyDii%*WGL1*7=zLCE?r#jJ=`@D&a@UtMrX2y=*< z;()`r(Ka|0UH?R(Y?E)h%qM&V-^1o#?eue%cWT#4YKeVA&ROi@i)_m4LSE^XM}ac{ zwj%Q`5l!~m+vChHaND4EauvhHeEBM`tE+ehDEZ$ZGxz|WxLU>yT3A4o%BC5%OdIE- zDGxL!4F^dYf=N3#Aj!UbYLm}#sbBgV00t?1bJ5%ujQJrpQv63YC#%baV6d~WS#x>$ zmnt^-Yt_3IZFB9r%>#VHd?CF(>-nSiyu=`h_(R3iJgUpdp1G3%Z2gb!EU^3dPG9_D zs9v6er9vT-c6)TR*{M^xUOZ6{2!3A8H50)fP`f)RIZ4}!wdUUi3LwpfylUa2NWUwc z7rsvWo_Q)|yi9y20pBWJ0{%AO3V!@Imj*N!*2>BwPZ4=VhNkW0ZP`89?oTie-iG8q zadiLI3~5N2&{aY@H%O5st^YSXMY5>w^|p=~FB?w-U+U?mQg=Qlw6?%6(AwmP?i}!R z(_J;}cZ$DPaE@@39Is{6M2%5Et3nJ*CV;_Q#LR922TM$o3omL#MFR$GnTTOS$Oqwp zcMKqzpQZepvS;9=@49BPsBG{)m-Upc?wes1t5tp{2Ji1vO;J&EkeV}dMzqCTT1F2# z&Av4|_8|(i?C0Ko5qsM(kkvAI$KV?@*e5Vp59hC*;L6Hezia8MRxVFP-dkpNX9T>P z0YAV{%AcTX)C~_0U)t+R%x$qdtHkI!F^~}UGkx4;*Ln?-!Wb=NC>%exPckoF*WYE$ zyQmc?i)*J0ggpyXy>>k>^>9pC%w|@QkADP2y37hhsxdH}8zeO6n~ot+7Tnu$_9wyR zQ34T7T!f`eWK@(aXO|?jFVc*mSnrblctt4Q44p@+9s5|h7j**1YztQL= zmTA$d83hWK21FTK?<6UKV{OuKNVH|n)E$UUN-A3fM{~KkzB2MzN$Ke5Fsm`x82W-? z>c1cE)qvc#0c8zVHa7Db16qDF7$_MPozU0U*Mr&uUPiy7l@;r_vDcl>&d%mQPT&fk zKc{clIP~&6J$&6G3#-fdX*DJM$8lCZ&k5jr{Cs=~G65GP^z?nGUBuwYHZon*nc?Zv zr?Ua81D|@yHKkfdHD&t&@`r0v+Sj&REiBS%Hu8oeY_4$s%M;Xhm9ZPz;Zl^l7tS`qa-k4t> zr=FE5lb%1jxcpwg61>}t;ss-_jHvRl0Z?t=ljPx6)u1oDpr9Z*F|ie3gpGfXOOYG@U1~oexAa}*wM1Yc5FN^)|g`FJ^${qp;Yq-){^~HCipZ%h9ePOuddZ5+~15hOlZ1=gJ(c{MEg5R~BQ12Fw6%1p$q>o$B8F59%?#`45ZpY?x`t%llSQto+%fUdqvQ8u*+d z=ZuFFCY zAJWp4U%Yrxv#q0}v%I?Mdn!IMR``tb-n~6u)X8>n;y4TQYg4E11sjLEs~^$IJ!T{h zEOdi~qG&_A%^zf3Jp*SL_ggAjxn{P^)^vT<)DOnMvp4MOA7Sr4d{DHoU+PEqWsSmA^|PH_h{XIPCc*wFQW!c**sd2GJ_p!PVWM8_5h&X8^xsEr1_1 zz_4%u0JhMpKRkeipkiP^2LU($aWV23RtUE3*lRo-ILwmxUQ%LpdA1)*FMd#G1B+3f z@A>)W(qC+`(wrga#`sCDEQZoOcfKZEcdaIWRmw!zbH2IKAFuy*89Fz00uiN)yR(C0 z0|fd36xipq{_ppOdz_pL5x1T0%F1R74N4_ba=#!sXo#swh(cQbj;>(BVVD{!nhRu#W6) z&)_$B$vsA=AwZNOZjP-RUx;J<%F&ZPc!uTi5~ZZc#QZu|2Jv^}0dR=TT1Eue#3B7J zq%SE`b@mi@JYYW>x8#rW3klcP&_vAe?67qx}XJgu}9*mACdG2JGi z3#S|4{$YT^HSvfL^g(0Ucn4Hcx@pH|v_9;JxGD7e{gF$pPfuIED`9L|luWHEs&Wrl)b7T_uM;~Q6ynzWM+g3?$mo%>!Rg5nG7*uaHj zKrS5dOn-y+N+_dPGyp5@=!CwU!hB%6gIqNJNb?Od^8+YZUG}Q1k{-XA-2OctbbM%1 z8+jkg%p*opB|7>jz!f|r4?Uy1vXV87*xTDw&qm8{yn)>k$LW>Hi0n36PQ3tEd^B|F zlnDxct{x+Y1vzhfNlx6UrwBG|n0e$Oe>O}^MOvr?2`4y*SreJcqIrd`X6VI8V=QlN z+!B!bX&1E!21x^h+>(ML-Mfh+F-rbyB4^JWg!BcRLA)^L?!?B^@$bfY`3`!l@zTHN zm&A{as@|2=1-^XPI}bZnIMMdnzk#57;w|BVQK9{IEAY&rtn6iQTUrf>{r-f*Ni2v? zG!wzT)WE*br@qL&%kc9UwN35qU;G44#0zgi-R#lP)6Tb1V`MmWcqj=HIGIWM5tw?R;D8#5hGC`m$)lyEXgs-w=?RaFwmC zf$*Ym_-TMQx&EVFv?XhHFV1?n2CBHnU$KHwph)yqUM#`jCtwp7nWoxZ4dFttb?c8U zliLR8jUuFpQ&6=Pt)P4_Awy>F>cYZk0VP27^phEt z))CvTo*f!;_be)FKz3_zS@m!UcG)z{`mv+);>%-F(m7zjiNT4dae5_LHAyWQV369m8@;!zIOHQ1~_8MKiEYK$&xUPxVEfvIi1 zmaNq(X5^wE-M{Bu@95Fw#;ur@9!IBD$4}@Fm!`SveOyfc zt(Ot3cf@RE_1blGjYAiq>DpJIMccNuAZkv8cMt#$Q(z8I5TUm9*MjYsNq>*gHLijf z+rW=_4~rKojE3P2|JDluhxYFTg_vY-CdRL&j|RA(%LibrcwW066Q;%ba#JL>~ckP2=Q5dwjvTfV^W`8-#DXGTy7!m99=4=1&X-4-Or{`TmEU z3e)K5WW8l%PqsbiPGm>y6Hl9`)8JwVXd?zH7+m?LbC>^`(R$@VwK#0dA?j`RV9{g+%+IixW20oPYQ(K8VldfMMi4 z67wD+M`vMpU^?x=Gsl&JMTMs#G`y_Yw6yIeR zm5{_(g_rqAihr4^q8X!ocMrF~JThPmaqkOs8%cZYY!Kl$Y+ za04MB|2_7zKYVM;QuFfcWQbaA%7qQqYUsQ=2cLWB^6qChCBO$9Wr%~Vt*zgG_~46} zt+FM?r{XdDU8K_tsDzteemwzkwoAF~c~dAGs%}5`%X8XaX5&87LpEFm@aPlGFF@~U zgBbJS)FwTE{snso7<5n^H{0j~)w89J$DTFwD#>rAm+3$K zpn0&mmM+5ihwlMc#%r()5Nxv9etJy>D??mMfYK^dVx%_legjJKZR0C|HmR+>NP86% z^-X5KeZ$RdEu!~a=H}JC_{h{*%c-l@4kgAV^hczm`vEYX`}f%v$1`4kH>inTXpaQ$ zabvQI!|!Bk|Ft-?wr1T-7V7H7^M_}oqKDpAe_8)9coT;T-7@is{JzaX8<0LD8xEF) z0hV;%pn4wg3T;5G7vl2(jwt%Ol$7voz5Ygd`Mu1O{vNT5v0c@MEQ`qjOjzBVQ3PkM zWYt<7jsRn>P&HtL2I2&R(8_WoPemB8lo+Iap;}*y5FH>o+L{7F!|_9%l(n(4pSKXs zYo|Y3Q~IXdxM2&1`R%m`_XTU8qrauYvZRT!mM$QAHw_w%jU@mTbmi{&I|6jlv>u>z zJK-Q=0C(E{>!x8~ZqDS{@F^q&JQsyqb(dCRO*+(BF$SvFfT!EteFcK*&A@! zH|Bbj2gd<>wlLecU03`zE`IdMGkY*aCwbJlO8 zvhRR6%fdp+6w%-(9)rlhZFx|j&U)5O>R--Q-s z!wp`}fFcTU39j^$qQ=nv>uPQpR*t(5=D$Lt$&^UKr%SMzHr|IB`71D7`ECRvKq%g3 zTM&GBcnB5m?nro;0bVFbaoqms+X|Sqz#@q5JjoDoJX_6h_ScDz8Z%E%2Vtqm?Je%> zbk}Sn`LDf?#_Ou;zVuUEpZfBkPCr&Ch^HL~)8-EEjcal-Gn>fZ2PdeGQSq$af;91>8?1aT=q3Q7*Ib-z_ofM0Dyyh0fWmm5QUU`^ z3b0EFZj1Ek0Cl zxn^6tbb&)rQIXyc56+5;ETjm?OV2BTJGZQ?l#0tnl=??1HGjO-LV4eLA+w7b(2gd` zd1FgW!^kMMEKca*Q_Y}&i4OH5pcZcfV&qYs;yI|O2571G5B29Myi~O3^gq3`#dV!j zaeE-APyd&AT!gDqWF(GAx~mw$w6{Jv(Y1xm@`Fgd>p{EzOUlIL{6S~Nco^WlAa&=S z$ZsaLlgkEjP7ikQMQX3|d=2mrg|=1xlb}ViOwnzRTIj?MTd3fl9Ty(x!+7}k)&SLO zJ_Mf^X0|z2`26|v%NNR8Bto_WtgQ0XuVZc{UHVT1d=5j^60#LiY&A5rntTHjB%kAMgE6 zYM+Cj9GaW;Akj4kBw0ZBZtyY&q)1?rs23cf;e>MzO7Fcj{KS=yj6s7_% zS_AA`^*w!S8_ja!vL|d|~YhxF~(Vz$wTM^sPDe zns&v$x!Mgn9}K!~S7Hq40JjPa;G=jojBZ%QbSDB7 zl!f!PY+G;__@7ML!b-p;3LN4gNaQmB7r_Ha`5uWu% zziSy2z*Qk&)kA_sK%?b&1<;3YB_$=b&47~wC@7V#ONuZNr)lL#qC3jU%6mIPc0+gZ z@bM>W9gzYEQw0S~K$!=~gt&NFP<=!sq5(5FX7szcax!<(Yd~NU$#g~#uuW`PozO!b zAP?)D2O2F6;8Hup@E}0I0bLwtb=kWqx+V*N`(rhbDX!$$+tbtHAVN+{tM3@__%S-b zk7fe`8Lx?)WgEBkR{PQcXYiC4fk=KEMUNO9MXasXu( zrRpXMV}7LgU}IE4JsUvXz+21%5@EWCBORbqC^>R-b1%KYW-tS4?>;sHkj_#q(#aA~ z%49x0kODL(z`$zk1vC`@lO_ea=#oWx#YTa!#UgZrNl6#KNPWGKB2(n)pWZ|(1{`*- zKdqso_g|twvqZbUr^ZT_-_8PH>?~D}YFGj!Wfq0LJ6)fw5JUA;N2gO7FxHF)Ypi>z zDl03+mSTk(|7L1%Fa});0J6Tt%C8h)g@BS&9ET2$N>W-H&O?9}0T}1|Nn@lfF5~Q) zGF1#_i~{wSn9P#sBD{zu4*}GZKz13{^ajbncAK|FwS!;i$;+e|FUxg;b?a*8{8(fQ$JpPua5w2 z9PXzxUdc&Gk6m2&0bXSe_&UKHcEFrd0a%3w#ZwHv>r7x9Q3(myW&kY(A<J)taS^+ph zZtm{q``wIacEdTCfFsCpBn29EszD$!1sG@ifMeeHx2$1D0&vijJv@X(GU5Q}lmZqr zTxF{X!y=+r2C!}YW>GOjnFEG14Old>w?#E_{h4db{&ZJ)`ydel78Z{q)2m~4+{R=Y zJoWUhW_OXzVdp>8NE3tSQ|(`aX+3sln_eKg!9kAy4@(L7PJX+g&oATh)!E5+n@$-- z=lq45e2pzYK)Q@i?dwiTU~%lkXKYC95llK0nd`~n*#GAB=2 z$sIf^o#aTH8ssmU^+<7XE-p_Nc+5y~)$nBuANuHs_qR#7s74lc69iGNU|pYw6>RtR z2%H~nl|aGk6jYL{$^YCKY+EaZ(c+_`YgrY+;EoVAjb`R%Nn5YOvzab~%%esfx<+nk1WPaj*5cHrOI*c^~O@Q`vS0m_}dyDXTw!n(@x&LS+PHx(INgWSUd{n0qV;WQc?gYCekH7``GSoDvjOJ((yDcw0Q1td?keK zP}e_$TLX>|&r~B$@b!Kw<7*`RKoDb)?*#1U;D^+Y>d~4YX69>1;{^_rYEtkX_wIxW zIAp#57D^3Fs0Wv`=-y%>Ul#iObVo0)0Ja}oy6SFxk_EYa>65fT%{ul#&Cy0gUZj2zqv!>r;x<_2d%lC-e$!3{LIR9imevQZ1P#f@*O0d)xX7 zZ@#I*%SuZQMmo+rudN7OR4NCh{`X0(Kp&Yw|8oM^8oS9Gaj~eIW`>`dl5#kN0D@E^ z3`+~W1g z{f;z+tqE5df`qVTY(t^ifox%L1hmv*LEh{^#;Nn_k~E{GU>eP|H$}`EyOxgiXVqPF zr+SU5K)^sl2l6Of9VSdbA7Xn6L%}m!;ieH5wPNWvbs7Ax%Cn2fL2M2c%}r!it~)X$ zXK#Hj3m_PjUPwO^xag7^*eZgq%LoV~ZCrKEOz7Rti7Ul6MaV>jT;8R7aDS=Q-kc^5 zD=3xYf66Ja9?t%S^U^^KP%H3#aV3fute@~ciNx~Q)*cE1fnnYX?#!Tm_CiN7`dC;* z24LlAa))(`i@?s1|Wn>=&wuO8O-BoL`a})3~VLNe&L8t4&N8bp1T$A!duUk zaEMa4sNp3gEi?wEgSIu=lwE0m!ye0vPx*J}uE>{6abg2NDJp#=pT{)X(5MWPl)6~E z*yOsWGT)ruDg26lXRQcmtrnX6+nq_tvt8mFOgNf|T8`43zY{(A#%?9(&c}w9KDLmK z*rJd4T8(+Q_9#lc2chsbDoPWm`_|`B1#F-FztqyECE0z)O9$(dlRI-c;62-;xqw7i zwaejSdS2|UzY65;w)yH0%!KJKjX!{kJPI(t(AAzQkmAew{W|Q7Q0WV-jyaSk3l)&U6dkEZJpMel#@VipD&`mwbKTWVf z_c`gqL|CQE_A82V;^?J%`gj@zIdzxC$$~l1ShEfirQ| zt}s*s4_HqXV3V))rOSa9ZO|2e7Zm+tcz;BJ{*xETg2u*72o@wKm-F@(V^NH~DsR>kE328f&~-hV++5 z1Pa@Gxd}2B({-*;qWV9bSy23~qVm=&TXLr^^yc~$0VUxJ;JL+?Hy8wrGSdw+8yNMzXk@_!Hz&HOccnVGXUJWxVY#IdUNWQlT=}6*Qi}E6ya@Ar##!itj3#bl#xp- zCe)x27Iq7k6?kC}wWU;60ZROhZ-muL2g>>& z5$V2^`7gI&^CQR2DW|Ht6Z-s7TZ5i2$}U_MoU;7cATChocS2lwf}R68)JfJKDv-B; z?+pM{?BeZ=ckdo5Dn@u^&qX5Ik;KlDAH>~P&EUu;)hE$(8&75`T~Q`oK~nT;DIHd( z9g@ifWKKE=Xx#6!*eyWW`!im1`@gu$#x71jO1$O*#FJTT0I1hoODn|dzA(XElaeIx zvJ+XIj=x;H@DWyzJ@V2At_Az|U&Gco(CZG!F9`{<*J%J(^c&}3XJ2#?>lqv@6TwSM zPgen73E-98pCPL2*W6weM!f6J3L0iQEeaQOncOyuGIm)CcNO^lgtoResO^ea_LBe6qwdt0 z2XRK1+rJZP1>JNQ`BO)vPT56d#j@=(enT=FvxoRRXyxCBWbf`5?0VXc*t?2mE})`% zHU{%m_(tBmpUeDA@9ntGoZjTL-?UQhG|L1$i8{c;7z1m!h-U2JT;afftj_7ddIAdWvp zq0(w&Z8ZD|JNi(rg@k5&13~WoL^ANq^4B0FQkJebh+(WdE$(euXBJ<>o6V9+9C~LK zlnQ+4F{t?~OP2#0w>cki`<|SmEe0NHjnIqu{%yx zBpAxj5j`Txsfs+9YuIV0ve}2u!N^14rpE-tF~1)9tv)vTlAd-bvA0>1Fe)rC^3Rkp zzzwPmh&oOK-t%<7m=SG&(kgAG>87LmG9H>3pAmjU33J{R+1x-85l?_3h`g_oozoira=}L2oabwP!p(?8 z&g;2I|HJFQbUkpu8BokqK#(H!GGpGfoU8Z~nB^!ukOG*EBv(7cv$CY_6v#&^Qd zRpeW4=Dt8d_Z=Ny3Pr$eBK+MYo>AjH~0qfqm z)^%0^TUKZF=H&l10yNg1In1bA(WaI7wEU+Uo)I_Xk6V1dVLQ(WrY=u_<_i!Rp(z4Z zwhaGGX^n8evWMoG`)xbVb@msr0qG2m+Ly*3!MF9?1$XXPPG*QUmXuUVnOs&d4nLKM zwc65TU%eyE{!{a7UQMtTP#jjif4&wySZ94~$K@ysd-vXl(w(<4P8F5){T1--9c3U2 zd8ucvg1IJr3A-Ja5ZoXBMJ%0ZVYCjl`sm0ZC=@2-2-y7&6eI(zu;y}$dtzu(XI{eC4iifj|x z#@05X^D_8Xog|)!nbY>Wl_!iYzH!p8uz0folpB{Y*i7@CWBJF)PVZ&hiqf$gN2gpL zULS1>+#j)y?h2G1Cfueg+^o0^)R$B^dEC<%L`};9Cv)MzZFXNC(KSx|tlX2LI$`;Y z^e>ezM|dpu9zwSpNxLE(&iu`>tZX~T@FBjZtR)FBe9iFUdWdZjv6HqH-3 zG>=*PpMIx|#7k@B(m->L-^}>D}*2Db&8czz%U1DJkod(TsD!OjOF2 zcbQr5jJI~b?JjV5PHaJ1C2+*&`11ZryZYtr$&>GRyC|$8J-9X)tHLsZB(KZI??%Sz z_>QP0{%X?*3tDz6hDH%!wm{jJ(CR6EYZ+yFW1oTv4-pk(7NvMwwGG~ZyD3GrHKPlc zWV8dxIY-+9=^0ntnqar{FrA@nhqf74Zl3lulx1|&z@pF`sUO|G=oHy-GG4fC&B5V8 zQ*^~nC9gz>mI3|CydK$28+KEJ!GU>#acgi&*~i>~Kd60Iha`j@DKWPm%TAkh6LCuEuB)smwiyyWg?z; z7>$kysWJPu;3{T4%zsPzF~WM#Lq#6S{*dN7pWyi#Y>VV03be^)q8h1|UqZh+)|Ax^ zeXiUoH^z4r7UT!`cU9<|wAR%1$}xsdk}J?Z{H_5}q=Aq)(@Rxo?|(pf+f4Lw`rGkC z4Gh>9n~mS4J-DL&UTDIq=w0W3Jd_^J&b5EILlmT4LKybd1;f{Cfpe=939;8z7yRud zSTHGtPNJoW-V`gk>ZSHg=R^ef@_b%vqT>d!NX}v7SqRKCz%bVHC`?PJbZ_n6{yLfJ z`jFRCT8T)0`-f8uU*%^hPmtKHM%rAR3Kt&(Tx&A1`!a46GR zzDYzlBQu8{GBaU1r@BQ&{3l~*i(Nr$eBkrplF%|`(eAA;Ia6pIse<>{NaBsNc-Ajb zHI`n4+sZXHwSMN;x_j|m9PapnY`azXMH|mFJQ?JD6(+)ZgtkX(m$*0GPpaz9E7f!` zX+`X2m!&U_&3%!9HEtg;1j3Cgs~3pz^VJ9qoi2)W*PB>~@zdG&LPP&Vgt15SO4WwQ zhL^qamhSu?M>6S?9ezZ8_53yEjPIjO?YxlQt*M5G9y+Ds|E#Ob~zbq6gM;PzH8;@Dvx{n@I{JI_I1d`)!#dD_XNv?bA`r-!P&k7 zbk<7v_i>n$JI1k~>X$&`4)*QoA`UQqIgJM%zKPO-PvgRk$Lv@h`)5$RG+2mjvn`IX ze$B3)t>z#TTs-&tv}l-r5)FxVj2(F5ez@v<*AjJ?OE;j+4Y1D*|dg7*IKgE8Tg_y0^&6bWIj9I}N8~5cr-DE8# zItM?qch8+^=WskZbs}n^y}1U(Kd|^yPApUq9sbm)ZT}&1>lpmu)&+y)Zq6K@H!QXl zt9XY^>-yzq`FZ?_LNr<%&-Th>WH#<=>{@v-pGX7lFHH{Rdv}>E^1tv(Cg_JwXatoq z-<8^4EQTH^BLh#8uZwYdrS;v5O(NIng6{m+M|Rv27?O!UzR4bo8xG>Pbdwi|tEm=W z)C|iX&wK|u^;cQyt3>I-prdrD2H8kniWhsP^+BFGyv;n

~U<+O9kY#_Q-MyPcPd z_iRN9AJF)n$^jIOaH$eHO38|?JE(BDNRUT94ulvNO^3l1&;`>L#{|*S2~_D)cQPfX z)eXA5F@WQ}7C|*TG&P?cH_h%}`%!AURkC?W>%LL-EHzyMjl@*3U`dLC81GPbuBx^k zu9W%yk=pxGw~J%Yg@%EJ0n8kDfm$0L(YohittpRI;q$W@gY}q-Sq*9Nz^|)~j+Vd9 zqwCYN8m7+B>LA8wbYL5NE$SlI(>ylkep(Ouzcw+4GAy%A{xNepzCKnp!@yYD>}U4b zvB+4c3Pw^)TTzr|K2Bv{JxdiL+LRZj=auF>qgSYm*08+Fcc`fU_F=kWimf(`yy&cX z4i_TlS7nEr`B}uD!dDv@LNC;MN09etf08A-FJ2CY-`^!@st>hKIYuOelNz|@Jc||L z<8M?9MkL}g_~I!)<2jQncs}NA`vE)0|CP!et@gCg+_O|eF3F}O);e{6W+s~&RvX0sv~jk;^}uJ2JK@5(B$Rohh?er2~+ zWxg+y5tYkKHS97qfhBYc_o;pC%}Ii{rOQVc)kjtK?4IYZJ?^Sak@&^KU0Z*;VGcKU zH8~NkSqz2_Kg`^wy69!%MY{SbFkSJ)TZO2BZ!E8BPj<=(#)`Lf%N52GnhJiTp9Lr* zI}2()si~u~#=E4lhGzz^)i(FBR_fi7*}ltGWr3CGJy=i7IL_4*llDPPCdfvGP$U@F zTf)(Hs{R-UcS<<2j;M<={^Tx+kThV5?YuA$4%n71uvroNe%4nl4VXVF+inh~ZB5rf zXKV2^M_#;RWv<5?G550Tsr2x9f=RbK@8?U-BzolGX;W~aOdqfR4GWQt5FpV328-bb zGYY>$40mSQ4R@qs8(Uj*O0eMKf!K~Y zw&6~`S$?KL0_Z`{0}2I7E7`YmUFmd4w&A@~nQ_jILVsAC-O87OqlXWj_`v6bViv;P z{W;qS*qkWD7Xc^+EiJ8&({F5l5AFjsa?!IW_rZJ7;qmcpfVOCCY)raFz~va`PhZnY2cr--k`qi;0XPW%0?lk+{PVe|k;&k4xt-?j`qD8}bZ{qvkSQHkB8O^MXY6`76dkta74!Z*^CZ;pKlQ@4BU%Gu$?u;&il0Zy!e!!=mZw`PyaP`V#^ zuErO73bWs`cUiC-ePFJfK-%radYA0IDB-f*%kLY!FPnHknb_KqFPJdnzL7UacHkvx zkjQl#*+JwL^^Rn+!^BQ}BXQ&3&-BDzk^ z?7;3kN8W&nqC+}-K6vT}0xvDncuf%EQ1d?wbxB_ZuRdliACveT0k1rSrv8(BLo z4Gmhv2Mqqy-jXW-41u?NGjqZ}S1>G~#w-b(6wdQ~p@3o8$z1iHx&EU5y-5WvBcml? zXW|?hI9d~wh68#risx4<90m~j5jaToTTWo^6CNr;u@!Fq@vN*YfW1hA=m1RY$7h3M zF)%2~PD^_VK{jZ_ggM@Oz1JXC&Vjd^aAgKuJ!$5oFr)|udNL1fIKLOJuhH#qT^lu+jZ8aE7VT1_}MZt}?3EmWU@Rbb$;VRo8&jL&)Ri0=D zEuCGw&&+5MQbu0>R#PQhQ6t|=4v&r|JzA_9aSGGEQ`|l0EF>gU0R?k1B*%V$-hPDY@dCapEl5F7u)(fy@GH=re9pDt zKj5a_IjzA<`~!-7Rjk?c^g>Re;1&DEEoYzPw)3^jX#_w{>zb7eBU!unPs_D*KOp?H zmD1|tAVngB7szSMu|;fj5jJvB1`8!N3-i*N`f6Cn=W#Q*_TTm7b}JbvxU29+(pCeN zX`uAM=?b@{>3kBmIrv8}zm;t>6~I`LoD@MYh0mO!RAejnhMXACuiDS8%ibk9i9!lX zO<$kY!@~m<3%kE*4nazC-m6nZ*zCGb{=SXwT1yG5^DJ;r( zM{!CxpD5srj*H_2GZHw!d;5g=`Imviwv+X)+C`DX2a*pYF?JNVOaYZT*O&XY!`5y# zY{rn9hDP$yulw!To%=xapgMeX5*&xi>SYY0D^&(3SXdB_)2KU{!8DrvYS@hX&xOH= z8o$Hc;KBxN+uPZ&1lRMvFeV9RG`Z~37SD;=wC-(h&Xec!h`-!8R3EW z78%5rm!?X;8M=XdFd|frEo2P+e0u=0Q

z{og6ol%wF@{RfN(0OO8X+#kHhm%-QumUh6zZCAi&6J|sIkg;I}jF*DE-fv2{6mS$s zf#9`5QlOxsy*LW+LjiluzGt>!$0%Kn?UuuvyBfCs1pGl^9%jqf>x!;{{VFXyhp$I9w1Im|q|PKuC@* zgPnABj*ut?peXN8qDknAOY7~ezzIgq5&uQ%RkZoRiW@cb-HaG?z;$l4a*84r7f-h=X^|c~#c(Gy1 z5&Y{oFmv1N!K5he46H+=X$2#KV248Zf`HYz9z649u#N)0>~6`8#PhbSXAR!p1$l-6 zh~3_=Ys7Hn*5qxlA?LksYoB81~yqtXJ~esM&rbtqw3Kotg5l)h~i zWDrveP}?G#-e3^x7anWVh$YovcnOpt2?#7&)~1ltjhEi7?V->{5V zg>f-rzJ$2xzB?4xg;WVX$oQ1-d{BH{SSHW BjdB10 diff --git a/master/_images/sphx_glr_01-vector-add_thumb.png b/master/_images/sphx_glr_01-vector-add_thumb.png index e240626fca3f3e2c5265bfcd5b57ad3fdda61ee4..3a3e369f31aeeb32e0742e8857f444c25b5a2787 100644 GIT binary patch literal 16026 zcmd6Og;Q2vxHTZ%-BL# zxRtMDc}Gas><1~>ZMKOyJbT3Je}*1HYx1W5p@E%aXyo5!+R(w{EdZF zt0^XAY{~*>X2~FACN3`g$lh#cGTyv){b!X6hgOL+eij*&*n#u(Qw7M=2m%Ck3*k$) znhgwh#9Wqa`KTfT`}*Y1Z;_jI{c&q^ zB)li$;^RNQNw!?9ubj_K;geD88yLvS%0lq=_O2boljMPOy8HYUYi!rC=+P^(SL*HC z0oQbjX$zhryHMP$kCtO>QS((M{rJxR7K4{;b$#mCP2+r47#YBQ|HuSa<*>7tH%Q^5~+SFuS+3OYLE(b3VE{JP>flrBaMrqJ#DFVss0LrrBi zl^uPsByN77La=mp(UhMldrDgxqWxyKdoE{tCr10Ha&U727fl>`3Ka#!x*ocESr2Ux zsn^$8w6$;Gsn;h@fnc%cBj*z=QeoA@CHiyNd8hBYJE^%(es}?Y8aQ42@&5WuxAz%N z8wN*;XG8Bs`=RrOqu}nJQi{42FCpx}XUzsG;^J`1$!~H$&y>|zO^5hnkihm?S^YXX zItGSzo$Ygm*x*5q)|9o*z%K{0oM0u`;OX|*y0LPJ*k9=p@yDZEmpNSKn%nd6#j<{8 zcO{yOtN&6swym1E8LRnD!XPs|i;Ke4nSv@3%kd2lGM4ODR0eZ?hOaMJc{)nMyE1q` zO(daCQE-xZRFEobg~dPpWMl9+XBc95(IQJgO#Q+v8$Px@$e>uRoY!cAY}ZMRp!P|r zCf-YvGhKw z>=Alf7RJjqQt1La8s+c0le`t2-!j8bCV4wlD3p9S{cyi9eSB<3MEQY=HnsM7+<3|t zf@Y#=K$6X&wZ_Y_if% z(&e0=#>hB#9j{3xKEHRDqM%adZSDTkU*1w}HcTffn#NMzgzxkHI|7`fq@>l>6}5na zUsM$CxtmB*Qc{ie9Dd!xaHdpXP-y5g8fIp+&~C{(+a-R-zqo-o)Oq@i&eAe6;M9R} z!G1|d2!Q0j;Nq&XdJqs0_%UoohC(;B^)0)>m6Ba}Xo9V^qV%uaWlsJ(HQQ&@6fF$g zEhA=#`&pLj)H0#ROggeWv>kjgJqfbXh&*&${C=|EWF3)f`SQ%zbZStW4Mv0TUQDrX zjTTLB#}Lc236kN%vFZLoeAS!zGRPB)FIuK0gOelHzCtZGhr?a^K!)2CMr{#D(S)v?PzMVDoyc}P?wuNzr z)cx_*bawP-jEfL(p{?5quw>MeVw(~|GgfJeacqo?+v_OVmIAX8vMBhn)cbNVfB%IF zzOj@VJhq^txcSIKLz2BO0B*W2vJY_`+s_(Umu?A?Ls~wnJW>q^TO!^CjP;aLKg~Ru z3G)7v$e(o~M@bs*&sXr>m~LFOsy&@EPmhj`?eu|v_IIwD5pFPn&G_oylAh6wR)b?$J_JWgT;neyOx^(u$5vG z4ZV`UhK`Mi>By1^t>4W{{=sRCEFmFLW3!-fcv^gayI)Qz=0)k-t~wol6{E;b`|8zR z%FIdMi^$g>I}ks8`owOOn?*Y~{I$}$S7&+dTvYe0H9wj@44T^OpjobKG0u-Hwt_5n zRdh`N`qI`W{_54MvHc4_e}8c0T;J@ZH(dPDZP<)aoUQ##()w^ofr3qGG+Xge@5?Z6 zPF`M>+r=I?a*)nd|Cm)RDJJr=_miif^MU-)aI#Q98M7X)RN#TcnZ)y_OskQpRo1q$X=EU?O87Eew%H#+kg6Mgk zj0J@O)wLj>b5n>PL-bPW|{Z>(NuE~`yQ)m`TAZ0+aAech3-ZzlT9Jwpb!IyO#@ z$K|M@OHMP;PAtCTgX+;LtLaycg3mo~&(|t@sf2HW8!H8%iBtgQ$A60r2McwPH8ni97yEKbN|>>XDhy&`>BGr< zXY-%SKa@(9&rH@>s>5}3bc_gkPkmr3&l;Y6GkxS-AfEFi#&<;|lL?^H9(xciEv;6m z1`oONw0LJ#6<0@Rr;2;(oOPL%YmyR!^&4GY3?i)Y%pum6*%LMl=a#{>ri~igsSxu! zr94d!p>?{BpktgDZKOHQNm&smdvHnoP&$AuGAk;gG!0z+fBYZ?$L09sWNj={DvXr# zyN?eXScG2gQQ^)q{l*^viGVJPZQMd2?_C%^wtV!v2}pHvRkr7+tk+`)F<>x;UXh87 zjh>k~Skurm-mdlG*Ivs(qMid9IL&6$eP`dEp{(2U+cz%3;Zv=r@TXQBcEK;tUDFyK zK5&?pA>8sd{A4Wi{0^yPtGKp6tMnV|TO@79L?W49ot6t9x7a)#~{$0Jvdp=2EBvXO5c->UIJ=rl}IX)B3p%pQe8eOx4*O+5mKv=J?g>sv1DZ7sZcq0zMU6~>%D zEZ0f==ZrKO->U`on}kd)n}m@3RLWz5b7o`-ySaw`I$_6g^7^)xih@tI89J^1o$7@e zyc*&SVxhj7@5@+bblRp^gmjOrg zk!D)9a3(HRq{+j>V~Sm7Dr;+SH9Bxr>)J7Frlqa=!C-x_YY^(1QiEw3Tt2ROh%Y0e zQ76Vb8ryF|M@RR)s;a7py~-)R-3SDm`Vo{&em-mzB`>5rJv9cJy~uN@zfl)nJh2R@r3#rd zqGMo^?Qsgyp_NO*b?Q?QYxlhJ>G_+nvQe#-tF&JBi=e(?>9r*5H)$m4?CHLehAij4 zXa?!$tBxJX>Z?7;gzF1L_BS~KC2In*^vj)xsd5u9U#H}K8-6J)T^d6igloY5;u)1I zX@d9R>c5j4zw?KfI%mvU*1nXfFrp{|(@47^g&_N0L$^oJBrb!q#hqd$Co?**2NTX#s#v3?6AGUHP+b1-{1A{N={J< z_|yB5+}xP|;Oy*djx>G!_uccm)63KQ9u$kodXX<>Udeyf(D11`KFec(QAMZf3y4?j zX34w2gstSt>bEKa#UaVUK&2ckYSWTMBL91F&*>i$LttW?I6K=*d}2D z?kn9^sz%bw4jIt<_xr@%6)3m!0RNuI99i-$_n(TX2$`=d6(#FEtybX-9$qo~o5sTfK(L zEBY4NNq7`H(6K+n%n2Fn?23+Zm)$YJ+DcLIK~+%FhvnaFmpOgp7;gy&SSPGz$b{4sn**MH z5XOOtOI+Oh$NK>c+?g#z_fOPqk*eE|!eTu`WbMt*b;5e$B`f4c>89&O(P}Inh>seLZ>%UG`iOkaB zQE+%!0rh%O(eT6=e;rpV+V{B?<(n-CQ{At*t_F}0by)v<4A3`O0idmA(g6!ZUn`l7gxV&w)KUAuay4~azRSX zS^zi$mlp!!DtT0r_D%UXs;SKJKqLl}%>~1e!6TI>1GZ}I8(MZkaD=*CU$GQZ9(}Cz zfqZND+`_2vgd2-2(wnNE+gMi63f7rlWp_7Y#&-@??B87b!A2c-Rj-Zk^b=>2zUI_t zCpvLqDx8q4l*`$4Z_x!~Nj>@QZdD!h7UDj(vejCBoN?OUB9nni?Iuy&U0GgddoP+w zO2Qhx>^K~+O5o$;yIijYGIMb3Olum_i-@FpJ=}8IF7kr}G>OX;otc>#fbM7%Y7gA( z@dD?YtTZ84bBSy`CBbWl6|RT`hOM zz=trfxN&qe8po`zRcl4m-``)NRS9A_R~{sFV7b{Hupq-^Gx^bLty#!m&&VKY4MiDf z^|;>|tj!Z=*EdPI*D4ZZX}CD~++S}*Qu5pT;D}!P>`vyZ>*x%Co1IkH_>KY}9*dnR2e$KXsu3wk$;V<=(T#W{0VUIZQ#L_7PWp5$7~gdusA> zFF7=|>ZV)!)}1u>|1ycIW%uBakSycg2!KFhK(hJT`9SL@?`K(%S2bMDe^yXbGzRd+ zqE-hPi`=p2!c{m;XBk0_+SJ5HR(;OqtD%OVqPiJpUgtwiq-CD7rR3DBa#8>IsHnDs zxoT#ByjWQ=!)2x3zbE82AISkfdzE8js(H%EvL8RvW@cu7$glS+u+;dx71rqG6~EH5 zeUuU|anzZe7#7b-oz;GFtD+Oy{e4S?`^V2=vmvuH%Sf_tS%5M>SM!XwF}*e2?=*s= zer7Ea-BD$HbY^m79vo?10(RV#Am|3YA0P9pB1)dW8|tp`p8rO6{q6!z+PdqC^?%|P zfg`_8=^`9oiW7^b#u|vzoBiVfWQFinjKuvu{6Y z?w0NL%T~$cF@wcFXRpAnmHaS)fVXZpYaNw**PDu5TR~^aCUmBGHeNe;e8pR!pN3lm zg9hF&UOcOrA1G_2-(m+1DAn~1))zJ|nyR9LdmBou!9qx^flbb1u@>veqQE>q5<)9x z#5M4hgLYG&ri+Z}?N+lWCi2)mP3zRi;!?STWzZ5O@UzY^6eX5^?Lpo2Ca8C+<5%t3fI+LQJ%Tp zwn}95(*&_}oiHgW{>*?3Gu|%3zyD~xtKT?rk!7+Ln6fP&_I$>wo zIp?|AO(oLe}LKX&x6UoSfVb&I{AKZHMoE)Sfxfc_g2RKSjg(HxmPg zhh<=EyOk3xDrz*=7O)|to%$;dt(l6E>!moX2RisPSrT9PA7^Yx+IGLs39Znu7w{Up zA3j4bYI+goQmhE$~{cHTqJ_{&-+JE7w+vYK;W=Vr?4CFF9*5(dk+Hr$Wm0 zkF^a+wV$~TJKZ?57K{K)>DX7mkmivGm-yPE(e;KGwczz$+pEjX^6glPmi8G|J1pAA z;2Lph-?(%fQ`2~oky>)5s^2c=qb%nkj1#P+|CyZ%>&}vXEa|j0mz1F6hel!AJ`m#$8V- z#HR@*;pnlgs|Gnb;D_4*TPz2KR+8riA#ZNlSUCwEbGD7g7z3cEz<+BP8hfJAZq=*V#4f4({_y4pU>B1C1j(XwHo>Dfhq zgG7LzM2;In%`POequ(Pfs!tH%FU9TJj$$l=gx&{J44lJff*1 zIXbWM%XgR9BK89trrA}31PlK>+XUB{`DmJm^}?@kA{LF+ogKMEcKyGL4cwKLl@>e> z3w&zT)^GYo0>s6xug4HX`R@e}xt7hIPP~+U+I9B6R8K%vdtOUL0~CSte@n^W0(@5C z{p96!cgWZBaH-o9M&=tC*_0$RJkSRhi~Yy+scZ8v@^#M1gLR5X0EOJ#-^tDbSm@IR zZ2*Gg9xw>7tM6ieruxecq$iw0?$al_kgO?ZfvhwZ=5JM>YtbrAf$a;W$~L4|lO|N+ll7y`b&7DVT->neXP#4!3a+=KL?4K`^lcfG9)7#?AxR zz#Bz8Eb)(`n}oVIqnAQVU$v8FPk38yX#&hR+5a^R%5PCNNe1l|O{;5>hX;W45M;{3 zQ?3)d>bGYmA7xvSG=D@LbB|;i8SwRjsW4^4*n}RJiOb4 z3wnPIJv}|OSo+PoE%s05XLPiLo0}j^AA*N>pxzG{(uT*VW7|rNGjGVhh{d#UCS!T} zyxu24aJK#XHMz+EKCP8xX&T=WB> z{cr)}`Ai3i(>zWUMDLHK(p8l`YS z;o)0-(J#PgCz@Qpz~K`R2zXrEPYa@>qr0s6laPve2^)Id(9340Je8H74u+844KpDq z!3$4a(zA*(MCARwaZsR%6yAF&s&Uzj%Uk%z{Ua77e^elqTM!V4jCshlD?cFtAwXoq zDHN=JDvTvt{4!bzXge_HI;Fq%95rQRkcdN(nhheCY*8`*h+bV?EpqY;2sj;JDbJX; zN)q^zS0lN{oWIcDys|hPyiU+GzW+kfLlWBXoYj@%`!+Phae-(Zq2MC)FVIK3tlwxN zbr5OlwcFG!Irm8T`J&+DDJHT5QtO?%dIO-G|?}+7>?wF8#BrDMJ7HPcIZV|m^D?fLM%=3a~)Kwa1`>%MNY-Q6!z9ZyZ z&`K+-Z>9b148Sr5Jo3}EFc3iiD+s5l2SozPLS2K)Y!Iu4f*u! zEQ!yK3LxSvp#PG%5%`g~dfy@B+5Bj~zAT@htzm?8NA#Ahb-L1G)=$wdIs4a(zekJO zs|Vn-=<(^Kms-pwsoe+$r3(&Y{7CwKnVqfACz8%P@+9&#V<+~0YcDuns)CDn&UNxn zn9nU0Hbs(AYb#k0-QQPV&`Y;4BU_(E_Jqskt48H-WPg>ax2Xv=Si-bQWRh;C2Z~+^ zmpR$luaS+a0t(bCtjgw&^+|n?n!=bgi#ZaY}peiep1s0^2tkOK#j{ zjDj#Cm-J>Y7SPD{cqA`MacJ3JqT#AB3M^uq*`&!t%K8RjSOx1sGnp!`mvGm0nHD`0 zsdj&{bos-+nUfxI-xU$Iq(>lxFSF5Oq&nL&-VspSB7B#UEbeXTi3-h}PBPGvOxZl= zPil5$uzBVljXQyk!=B>IMm>UIx=KURSr%>EC^>~}`7KD$yfgUX-ofShO!snxM7~`9 z)$v)~Bc<4_z)5DDpSf?k`fsYyqg_oXl|Bf_ z(l!8ZIlX;ngSY=?MqZF9R|o4ZD0*w+3LwayVkECFQcWjgXS67aMvyf zWoQN5`37;yjErLUgHTZ!Srj|(swGK1^J5in2W+hTReceIj@^)mkUYLv(07}@DGO_$ zlG!jhX{5c@;Ss*@!xnI&2c*{$N7K*F!&TKs+5~DX*_GqsAgpk+GudY=95_agcg{a$ zlcw3#f{+z;XgZ2bb*txoR7StJvBb3T;wIW6CvJK^&^Gvd(IFcREK(*F0NCXptXUXZ zg(Gv_#qz)O(br&q?$4*biHSA?c!q=_JB*)1QW?M}gZ@Kktj(~Q<_LQX_Z4SJH|j)0 zlJ>p9YY9V!=r%%Gd_dZI~?0$TJ z(&*UdU&MA8{G!02ytDJ7_1LACZ}yjHkfElo)@^R=Dh=q_8Ww<#O%Pd2WZ*g&z4DUv zQ~9#)`0(S(8ICW~9y*Mh#HxmBM+;Ba^tLcN?vpNOgK2}umsO!M8!rqoZ#*fPh5!=7 zv5fe_dH-W_e438WOd*mwP;%mI|9BM5)$Cea1D?3t^y}mEmn2ZmiCf%`?lPVH21jw0iv7Q7?%=uj#L= zc27(@@^Una?#K5(7IZ*Ybn$2XOpK0>UFWNE$(~iagY2a@^;4*4Zg)WuqK~!~4kl`E zAa!dqVF&*&K_5r2M)ZfDQjep?Cm5dTyE9@tHIz~;@U)xTg*qn;T zT~{9oyFgs0Z-_w!PV~RpxCpM+xE&j24?aPsv03HE3X~75J>#$OIC7X)ZEUWU1H;`VaC8O{GJIyr*k6eJx zzkqx5@RijETW$6?iCD4AeiHfSbB|jl&v{NZE7o`-VcA(%E7%@Z;hl#xlRty!EM&_k zqjhzLvXl)cxYylm8wG)i2?iCTS4vpRP|ZUiqxRYgYxNJe@kMVA(Pq`^w)-)T>VM79 zv*D_-lsL1vZn5uMpi-Usa4I9 zr1?j9m=|j7^7s>Kk+Ttx>l6bR6G#fb1n?GAYOyN)k{(5)l4S+84^75+j&d8o`C&aX*{ex1H5wkZQ zaKTJHz~=;o#_PLTzo7ucPw$~~HDI28^4XPbGw||*Gg33bbFb90NwVO&cb5++-xP1iF)vxRVM+<$M^5w;b5>iBLfcjE7H@c;ljyz={Pvb z_b#vleK$8v03#;=T}Kp5RT|Swt{SLPJ;-#+6z{k}r69<0GC6X_UU8q48<__ZtJQ zdM<2ox8&l`qTp2u(PqLH{sF;IO}eOQcZ-T^)(pks{Fe+slhIoFXrlBPM~cWgIB*@# z*KRD>wVIA)Na%fCavDk%N_5))qh??L0Z9@kdH7I@KrFCLec9~8``7yP$X%w=k$uSo z&UKzKrhkhy4q_z7&@Zhq@hj{D$&!ziA%1K)bU4eDuxl#{bjAU?B_b-V1vN>E{ zT5NS-P3#HVjF#Y2-)7IV6j#R-^!;!1d`s!TpN@%%?zMSp4mb0%aa|jbgIa~6@xEc` zW0VK98*Z(%4$ZpZLR?HoICW%3K~oB|lmWv_Ql5~A0w17|5J*nZq2WSDtetV}9Kip2gJ?qsS>#3LZ|HDJNgp(V$6?G61>b#@Ky@qR!o#_=AGAMQQwGBpkk zK7Y~L*`PEJ#5?VfH(mGkvdj8X)v9_u`;2zN z@LwyPv=nT9_Kaj12wJ@&;!#?2RQkfhs69BI>mq&Y2_D|+7~0W%U;$gXH;ayCwWP111l1EREDX!dt8oS^QLiK*T>he&CUI z|L7{J;+4++jgRa1jOY0tuB=f7LGqx2e>Lz!aX{Ol*JKYVU?$*w)&nBz?)$o^ zsdDQV2WE-Y$zu3}u3fN1TbxTS(RnN^h-br86`6Fx9ajmmGGpQJOg0mbr|Qa&$IHI% z;tK~cHiqXbS6k3!9avz#d254Bu1!AP)fybeMI!k=8qRVx!R8?xZAI*@89 zSQDQzCs)mnC@>F!dg!Ge!>Zk>X5)KWzeMnKhC|4J%fCD3rfQp4r4P5W6b+z$I#QjnhMA5(onHXWogB?ECa_F%rtaEN;Te! z2uk0q5?}chJbNil?xWwU^7?aUqeq-DwXaaz!g{)iR&wT#bJ^2DjGzeTNxCYuj|uhy z`t*MM=J+%hvn^pfW+k4H^zPf)^&X^u&Lzrhoru)hGdJTC*6oSLL^*$4_b9*K9fGY^ zf$>Z6z09~0>%8*hQMpFqbw}6wUvo=(sjuT0+S}s3RC3uew~wZ;*=h%W$(I zfKya1!juSf$-SxCi3-AqY5C^+XM(bPHE|k^p9PCmd!;1)5lt zAS+v|k87*v(EW36W+s+Q!|dextV7jL6f)~a#f)5C>1N@+sHfbD7O1pVDTwmVR(33!CoTnpF+>k)9)UlIData#_mqX(d%Z4}vU8u_Wb^U0*Mi5E55THfrIM*NJx}U|~h_D5N9IoT>{QX-MKS@`D`9SQoGzPoZn^i8q z>1FYWi=V>4-YBIb7`SA&8XygxX{c+b9<$dlI*%QBaZnSMdqwEG>)NYdYDn>YzT$5Vn_V< zrq6zz9@c@t6^gD}0%3~qS$AQokIBm`3$vXJ{x%~sSsfUVz&5>12fX8HZbUR8Ss8`x zl{n6Up+~WGF{Uc*Mg1@7uMknV)CJU1-j=YhbOCAyK>N5Oa?k8pS~!X?;akU$!)#&txv2i zG#fX5xEE^8s8PVq1@x-c*G_xyiP`n~I{YzQ&&TDSPKABfR`jE>v0hi7k66wg>d-x- zARx06H!mqH^2g1xEhd4l0(2o#~(TU12u}fH%{KORco;Vlu0V1#>Bw^;92p9JY2~s7BJlP z^>r=ayao{IaG{QXi0DJ@kOj{~o-zg8Cu3t33=)__Uz5X3ZEwDog_DyrjDjx$sB^NB zRGvLM3j0#vv_P6Iz5(pPp!`$X)|MR}9{$I$gSQ>6U;WsgjF0$MZRGK>eeED91whU= zNa?ucvvSDD#Ff0KxHvq^U#<}!@gLmE0^YKYj*g;zTAfnjQjO5TEy0b?z^w`dMj5pt zs>$6~`Q0KHKSSD$+O`}%h#XDLSn`kq{}_AXe$9$G4>^>da;H`qh>$XBBZXglz+=0P zX=hdH`=Sd+LKk)?JEn{?maj>H=V@p9+nQ2s%5c)U~Pwm_`RX-=m z|Ch*Jx-(iX8fCiD*tvPCNk0Eir6u*`s;I z&YlM>U-k9%txa=aD1gVLdG!h%D1TW@fcod+;wpk9xe8MO)BoMoQNHWhHYsL6(Tt3o z96+luf0vL@vY#I!Af%WMMXg+11ikj2WSaEy#i?zRy8nHfXAK~3b5xm*bczK zF9UpAXsDNCp4sT%mqTLGc zBTjm)^qax~Jv-n30q~N*Sy?(y0+{I4Hh4gJ7Dw0sofRAm+qy=pq=iEUdU}6QjPS8m zN5Ekd6&&E=OO#?T7vRr82>@KS_n(WDMRS1r0dxIedei^la7rrD@BoAZVCVy`yP}9C zFk0|ASjMrnwUv{f9~%_~r&>F-vXTxsM*;!@-+q%%y%EoWG;nK(BPps-JRJilSwMw? zvjMAVa6Xu|Djj4=6%Kmb^1kQ+H6!uep(N=}H%+c*aU~@slT>%W%^DAqg4D~|8q3Kz zn2jraXDBIqb90j^B#WuAuyDZrs5u|}ez4T2c>~OngfePzoW?yVUmsRHuTo>;;?5&S z&s>BDlI>btdrWQX?!pGEs;lFHi6QNBb|9W59!#a?LzCGs`4%wlf|?bz1P;S8>$xf! z@H>B84wWPk_g`5|Ar7F1z;vy{AM|(tq^@zmmih|(4hUP3L*8j#(}B1zZp($< zcVfEDZnZFbZmV#M#W)>3J^fZmtKD?bhXD}Oo~nk{?B5@b0-xy?U_|-z$)83*Xp9H@ z?_uN2Z1`s`5L42j+P1c3T;?Mwpa~%AY=Jl`d{}vNw!;GEDkSUvVm3|8yCo(qtqhE* z>EUt#7-K6z7rB6OBR3~!bMehzR$w5=0!EAVrax*JMe#^jqA-JTTvJn1HT!6PzZxZW zuVo|=2?-0>k@+GC@$tF!OaF?}tE;Pt@+S*Hv$KbnML4A(F{Kw1GX!eez!K0a=06u@ z7Zm*E0O2Iv_c%R4fHI=h1DAxD_?1R+?cPpIOiU5qY~i3VmCCdrwf8;Lbfv{}=l#Z9 zN?}5^z=hqDIk3~4>s{^~iaDh-hh%~54jgJ-utq=+$Uhtf_Ik50!KU=9SUHp4Qmp*G+?<6yQ4xHu0XQOxJ92)PXcWKG(sD7_FF=|e zKnQ==%wTb$f{LDTN_hsfq+L+d(A-#YX%0LqT|GTOUo3ZKCV3C!9!P%d?5tL;VnYTj zD|b1j0nU^6jd2*ZFbxgVqs-@5>_u65q5^>$+}s*IJoUCspcu?505K?0ZKP7sRzL5a zv(i*X#(zFn&mL%9J4;K`3j&nbB^oT)fg4S~8~-4I8kfeUGG{V_Yze203uo|25<`z@ zkgszA-J^D}!ASJ++87)@32-=JUh!%6o$oh*ZlA08_)Ns@d=+RCpaKhHd&bb)6oj#t zjEvl#w~pY>nPT7l&JV%`Ot#%}fC703cvj1u6^dd(H9|o_fe}dDDFq!1ikvc;KrK-} zFcFvUxq^{(+SX|*D;v(#FWJH<9dHOBpYpoS_!S#)f!VEA#u6SSiZdB3L z^~Ufrzjs5x##^UU<4>t>FN_2NrkrWkx_N*(K;;F4fIx%Q3OuEVTO4RZ!;_%(d_s|o z&z3ScIQYYc@7_-kpnut|K!ERl+87wtt>^r6u-Gz`brIa&{m0$W^_~l8n1Do^Ec#F^_;pCqbkKXQ%9K^R%8$aX zDH^6!ou50xL_kpD(l6E*x~^8Ff*@#V7L~} zw`_E}+3#^S%x7Y1nmM_94K|6&owH^lOt}KVb^_F(6*1F^-fR-|L_8lX(XQ?r88HLS zBgemE-#`@3nAz_i8PRCi^DYOo(*(8}co9KWOREnAG*{59>uzqM)-P)^K+^!{k}dFD zg90pIDbs|#0y-#swfN=y@AyW|gX^fs6|5X!Vsdg0lr_M)U;QhsUUIu|6EW@yTN@EN zD*5?qYrnje0hpiwD+2>%FfkB_O0i2dF2z;0Q@bG*ek@=WCdOz6q<{fa&I4y}grJ zG8nvyWyGMMkk>p;HXDee)Ib(9GBTQ85zn6-&sU*dcG5Ta{ z@Ies~4BXtYzibxp$;oxh%h6I&7WOxJ-oRN}T7qIeG@k@E-75DhTTrzyAavB^3&{sk z>Oa+LlX6=4cZv{5LEf|#Ku7HW+@*?%325Sog9)Ezt(Hw$gcPI<{@uL!k~|y$bhGtP zj&1Nyqq^(NIq$)BqW?kAepMV+O{o#gyFK+#IBiv|)B7eFD|JM z$MANMM)t6oRQ@C$F>z1zsA#cSuz?)pDij>5uF+AP>bW5hCWb?Z zSWp4l5q$nG5#TUT_5e1*HV|Fo5)vkWPa=U`e*l=eV6o%5prdNz(AnkA0~skP?7QG* z{@5Kt1Z-+kp=6q%G84=LxZmvo?FV8SKqkhZlF)jwK6;}!5=PP14wm4#y1K$dV6dqj zzI@qTZWaPM?Pc`ZDTl64Hh=+rD2W>d zlu~(KEy)4@;1v5=Q+#3~x9I>OzI+yPZNu(BTDBY=WkI$3TgRy!zc2b0g| zYb?Q-z{(AP)&M>jO6J4K9`6HJzKWw`&Ae$^9q=c@79N{gGz_%Hx8z6w3PMc5dnRUP zT)=<_+Rb)O;#~(iwGkK{V7h;QJsN4gT80%P0D1Kppcg-ZN;sz~-?mm7^`!r*f0G7a zwZMn}yFNImRSoSCi46MMIZ zlYval0Fn+MV-Ie90+9h0eV-n$TJP`AMrRM54LnX{KzyBMHw@ANQfC)4B(<{`98|x+ z!0c%&&g5ZCYS9$Hl>ciwgMe+=7f9_T50I@~Bo)1YKvG;BVSF)3mUBNdD=h>RFa7}9 zG1%D~-6V!DIXUsN$5G#pNGF5xF3@}I_W{FEv{Dw+MMOXj2jG{%DuG?PG!|Im@|jp! zO@Q@A>oLiCjh4gj^r5d4Q-4+f+v_cV!UB9DCPIRH2d| zKgh4>K$-|Z7Kp7uk&%pSY~d9Zue}~FG(n`atxFd5yd48B0)SWe-Oic76RASK<6q;!K014xHR*U(CrAdNIABa+gMbazR2cQ?Fyp3hI; z|KN44S<_kAzR|9TZ zVcA2El|5o{CDE&XSofri_3H=XN`{=jc_fWaD;@jR51lr^@;L@BZ2+$F3*;98xY_b_ z5&^i9JfV+6z;&;_A>m1)57RxTkwmBcF8%-OO%Pq;p_t?2V*$ri^swyeS^`>W;U5}# zn^R>BZ{EBqV*B~NJRj-m!1tkdzQI#oNvX}Ys;-s-T$DY!^;Sh?efndu+3{+35gQzF zp?dzfQZiQ{r%A{EMj{|03L4#Vb|LN0ozqA8^X_#K+Z*&@mG^}@x`{&t)7qG;N)*^= zMBzWj4T-_MB+pRCwp}mMB+!>$>1PhG zq}{uY?Xcl9;UUAo#&&gK+E7*}c>46|ul)ShnVFgKHFVnP&l7hQb)=R&WQq4a@KJdW zk84;4xptlwn;|i+^vy_-9u2G6_;2kWKYo1p^KQtJ2Rz=k>CUy*buSE3xc={tNkDLL znNcgMv5CpnbVYu?B9UZ>I34oHBiSgbem`Us_oH@VQb9+$(9lo{0eio@n+tq0vasS} zc0xkJ*O2m%%uJe&DC)s+UBmud<&=L-zT&MxSUIX0ViaOtNw>FNj*gD#n3yXuifj&N zzcGe$1qc~*f(cVv!^W+ew@Zv&Abxqw`6i!Gq^hthSX8y-&^p#GrLBIFKTxSfu;^FzZ`B3JY4c&6wPXX=b z@L8yoOG7f59@ZH)w@#nd3^OAaag3h&Ti5rTSL12Zi<83CHs_736i=b{MYByvh}CiF~56jDJ{2nl|ZWAS#&00}WfiyNTv3zh4HD}vt%7u(| z;az_2sVjYxE6|+hC-ujvz9it~70gt3UCq2V3zF73eCsvh__V8#Ia8KNk~6_iDynBW zYGBD8b2kCzIMI_0P({N!k8#qJ+plcFDvE^cMXz@Jn+ z)nZo5f0Ki%)kN@9XifYmm`=hcYdqZ(i6_3_ymiZY*;z<+$HlAyqD~MvkS2U`)Jbi^ zm0Z1FyOYFifsKYuu?Wr+!q#1OCU{Z5&eS)MSeLP(TB zPG{!$hq0F#=4_eP%T@n$uEyQw>tSu}?GEjPx=3m|I;axhU-<2PM8va4j~)$KSFCPq zjQ&(42Hr$2ii)0(kH~Lz)l}&fJ__oy#m(Uy3SrlXwl?V(FJ5%@_DZP}Aii{WzsVWK zB_f)rzRk{l5h0s1i}nKAi_sabD4^pLF)rL>;nvPi(bb<@R7oYWeZ)g@RPNHEiZ37F z_Bc&g8kd?#1x=HrIhRJ#`%4J=Gny{BsNa!+En$Q#U^+_QdAi4c-a=xhp`UC{s;gpY zk%z$aGMB{S0yK;2qbLNA%O_L4C~qIy-Tk_{x-j4W#@!e|9w)*?D=mBPW{;8=ulLVg zAdu{*UiYppeenlGs>Off8|kUK(!QBqWuB|NS8J*nMd)PlkSyXqo_o zu(pHJ@i%7l6#e-$g}dnFQMM}^rDqhyVgVJ{FZ}&C@$ESioxQ*OIHYpk!j*p)P3%GG z$XOd13nE;qx<2pjTNd-PBD*PrqbFzzI3HZs7Y|4!aEkG6%~q99F{q?7HU+-iMOdzm z{+M&vQ8v)jZ1ufAp$-cRBN6rB@khf!{m}oNcXy#FBfq%u`;Q-VNR9W`A1mz^2EfLV zig{II<~MSrsxUCeKaEdC!6kn83CpWt1Go30U@?66A@kSH7UgV|XYhQ>-)OvNs+%fk zhIV6Ir;xgh3FPDT6gzN|NjZ%lmst#&@6Xl%XMfmEY-kV8(cyA9JD2ah*U0GT`#;7{ z_~+eU+BIIi^6~LG-JKd8U*o@C3a0Mr>yw6$^17~2@>&z%;o)u6N61mZ0y?QYBYyq* zh50VeaxhGBuVAV!*{!mvvuLCkohy)|@IZf7bk$r4O>SvzYQNKfuxWV$d3k3?QD2`D zQkW1Ojr$B0Wx@M`vTD{5Ge_iJhr2azqQ-`vaF8yWrCGdfYx1_x5` z_`VGBjO}e}*WG{3+=C)c9ShnP`8gdBCxbIG7uot#gQjFLn|~Zg8X6ka+rRTShq6!} zE<451v9Nv?6hzcGZIpVPS?d%++QAF|Dkv~*4r{SjF>PWl<@&QH-@Ttc%6?RSt6yE-Ux z@=Vn8d=+e^`N4dH^XAa!-CdjK`1sv}gBF*EOL6h>>S}685-KX#w6wI5y@y9fOXo9o zXdkvlenz@EK1|D@i7nsrUideLwnLV_g;N<#w3iKBKd+nnI=Z#$k0Z8NyHjMc+!iWw zvs-5KuLL<#wzb5l)&2IU^L@z&aDXpdUj{IF*eMEoF&e5dHYHh$rlF1X}Yne`be3H*P<7563<@{h*z#f`_Nu6#E z`vZ3ca*~?k9+vmj_O!v+lrI<NT7uyp_MRO3&lD2yF`r!ri9)5;Z?K zZWgA~QHWx?-j{4MT^@RT>}cSzMW3CW9TFA>@(=$UxhO8H5jrm~ueVA{t6T64b8!0m zzVn7BB_(mQ9jr};-YZU1 za*<^1AB!6%+&8Y0I890*g#r}VNEkQ{D!Y9D;^RAn#o0GT{U2Iw*iED_$3)_8c%ZyPqIMyebj$eLW}u5tPUJ_4`6}(3eKC53P)@!gVPVp<+_$}0 zx$arrAHp7e=v}%~x;dqCWG<^|Ixws$THp}6gsHFmk_=Br&p^KwxrOSR*U|YiJ*AzE znZvfTdDp#A)kg=N^rv6Z;VQ5o&`wbJ{b}6!@F{&8_v1)~eI$Z@sYlWwe3>P)eSL!& zW^40-5$Ne1PP!^^%^wLd)6XA?JVL*~?#$$^u2mZDDBnR+&(r#}ouz~wEVYki6uycJ6m@w4NeRW z4$fD^W0iLJyIh!YyvdKVnD4xtEOy`oYjTgcClpAtUPf6y8uP3L&kU;ASM5JBt4pTu;E~NA{(gu?Q7)(QR7w4CZE^93+XBta+2?cqN--_Rzt8hk&+Ho5hkb?} z4TCN5N)s`L!@Mp>t3*nCgskg`2XQ>23@AN}j`KRXGr!Xeeh|8LmM)A@carIiM#9S` z{FPUBG|0ZewE<7u+VFjX^UOVhMiU7V1@ZF#7(ruA40>uB>f)LstJGonT+VCye=loCH(k`=qP zLOIxjh1Yr3x5bOfe$akBHYV^39)yhXrVZ6alHMXcFa@kti?S&J(aAr4oFV>0=8lVM zvJ~U2X`9ZVCR)ae9UPLK@RSXsHc@L$_t5)k#pNEO@F_TvDCji&q25 zzY6^0x1Ph_yO>_nLj1D-9^tF$V$B@;nwwoWCC$QKao(p5S!+K#z>Cy*8JuIOZyH6o z{75q{C_zq{UTgX{%%KzI^pw0~T)(J&y&SwIQO=uTuHFb}Re-lmZ<+1p2!i;T^T|b?sk0HQE{{=c` z+(ARgh(wQ;$wb@t*gCvcQf1{4)?&%*)bZ%MW_i$G%nMei%bfw zXDM!fn{9A?ebBrP1WRjj8s>BJa+A>4_P_<_rH7mePgg@-_8wxaWCFs^{iq(ImVQ^l zL}hiGdi(qL{I9Tg{Hx>-wx0)D>HtIGK?#5I6tmg#u|H~Mn!w-Eatl&&SLzExuCEe? zIJ$|9(q-U8XOpgO@ZT0_n8V$3U8sc7*1>AOiU;Q znjm4y#(b$IkV4Qg;PTR)%IDI^`r}7LFzxQ|H){*QQ%d2BoSuf552h=7cnHbM%Zpqt z`fr|%tjIv$saQzuNEO>v+utupeH2jl_H!$mQu2#}@(_Q@(DRk^c(}XBD=J!VyxCuw z(6f_)j~;<+b!l&}e|M^Es>BE-FE6h^zmBMEsxMX0Nx=P(CWY^l(8}@ZzTt4Hf?`$? zwvucYEC0!U)_dp->}lfJ_S*JHfF&MCdltM-u&k`C>L2cJ`qG3GK?*Q3GD0Hk`Z_Bs z>-1nDqrvmS@o@1CTjQni7k_^Q9OHSuYXuEzUCOMlPYnxu`a3_LURt`WWQN?sfHX2w zyEzz5N6n0NwK#|B(Nw#%@X`dl1YDEMW%d-GL1pzb8r6r5fi!>`l}`tij$89$2cy78 zLm_j~fn<@W!L7s95j{N$Ai0s!)+PjxG6E?8+k4{SN&+IjfRIFnR7O^dsii5UO%F7G zAvXsXE6H+_D%;O=^z=p*5C;JYkfDf(iiUpu`btocG`zj#GYZ<b`57lv9FX{tSf5mBc=5|{Nb5(vE|{Lb!g-L8CxOvEQ4`R5*{7_zRTIm)qI zl&ITURZP!xGHfO4?mVXNxF=OEZ2KVpkt>-aSqZMpO%_QK2^W`x6i<$3Nd+goRxalb z8yUJD+WISnR#!Um-f3C%Ug-4wa?2Ne{d8Q`fkIUyj3pIjW-?o{(?iQ@zeWx-HcAmG z_r>fPsQ!0cHd^EtZG!efqwUX#I>dHj-`7(PU&ajU> zrgVrns2Q;3TFb`3Q^8X@lQ%)mQSU8x15O0Ce?ozahey8iuA4|9;L2*q7%k;b|flVASjXRyKA zbpTU@QgpBkhC>Vhu$weAMmS9C3>G+`H^1*#@=A%1#(n`TwWvr1{Q|MVOuOenH)0VT zVDvxB8e$5*{(7~la9?OdelLDYAwb6+!ftPa9EzQ5gZxe2ZyVeEbN3o+;DXlSHUYG} zjeUEYOvMmkkFB5UMeeN=l@m0JFjc8u_g{&u;IeyNxH z_Q0O1=|Obx>*)#F@Fqdn^L(m_m#Z<;=#7{H^j$RK@vQQGA+Cd40ja4$wsmA!0=rL7 zH11`7SujwM2u_W!VJubBNl4e}LT5QFvxCt#wMtmI10x0VVK!a(0Z%TgYei^h699ZT zSupW%P>K1Wto1fdH}q_0Kwqk}u2O(@HuYH#&2&Y5J@_?Ww>43&^2lk)BLQ0WT-*+X z0EPg)SfUWiDr@V^ass8?AUzT5ZOXnG{%`|YsU)5c1&A5$fg@0^7&ced#Ystph`(UP9cGJ9_%byME-L&IMkahf;T}qhXF@u8^8!3YI-ka{ zOuEjbj2C)yczC(i@rJP8bMezx?LDJ??S&PqI6VA70pgKIczY^u-n3?hdU&@6o}9hU z_~X97t+d4x&f44rLe2oyLWGa+aJwUHrbo5C}NZT)GehJ1QP_T%r@G>bREX1h4AT1=M|z_0K<#`TPRk*h#@k~>W)>EG^)O306|r2M z9Aq3yiejPWSYg|2)03Yf69=$b=Y&(-2I-7dAuHe_-O2V-booaX4&(H$f{zisuF(rECktSR!0W!ikt3*tSi1N zvNyy5LStoXt9!3%VSdCc#5MO9x{c1^MW7(l;ED1&nMl)JY8HxdjZb|mI5ES_74Cks zz7KZ@pntB;t;}@~QeR)cIay5YeREDPBt#akKy~x#yRNq=0nwLYVlQ`RrUU95;!v2K zgMicH!Pj}6tu#^z=)(l8R5Xo^jn62B;()VzWPf>RcZgQ3EZ(Y&LaqGqz;@-NFfnUbZIFUV*S9&4^9;7fnaSkU2a83 zN0-T{pqTh_y81UWhpyz;I}X)X07mQT<-9wk(_s-2(+r$_N-sTHaXEYfn43SJX86)Q zwwYWH=9Mq@=aP9p5}lo$IbJL9u)y)39%uHcx0!VFk9ISBcSvVHY|?%sBG4+iL1N{N z?jQ!?k=S(={`vD~{ndI30L)_bY-5MA#zH#j{=N1$c{59^#{Dz0R z4$JX`U|z*Drh#6Z)ALdz47HC5dg6O*j{1ElpV>!`o#@r!06KiSNi_Nt3SDP=6x5&r|o=2O*$=7A?riS#KU%g z_o;7akXKdR03amDy4jj;j~Dj50RS%Ob1N`BJPZg1E^clnCZ;UUi+vJb7?G8M0aZ;+ zjq~0#AvHDZtBa?3zQ0+W?up8EnbN_%uB=;aoXZ1uv_sq9>_FF3A<|N5@TlyKNCFw7 zqvduj9i39!IU%rw-@bi&tzR2gTU%S!cyM>IuyMUp%pfeB0@8uw$)@}Gwcf;&(^1tG zXCZk-MH7&CcwH_9i`-wXfJj@l2*GeWnQHu0UwvU)6kZd*V+>c*TK;e)jI4AO9+`#m z3}H2VIWj11Th1B~h=Qppom9}XC6FVmSI*c<<&SIV>w9-x*v!?&14s%LhbjV~Er1i7 zb?Bt5Kbz3g($XsNys$-3LkJp++^+ufuqB zLErmWQf~7@z;tC!_Ff%S{vLxi>l-RHcP_R{i5mW0HClA9O;FXjI_}EhTh2C{!5mJ7 z)Duqtu*iKgD>#Y6=n=qvDn3q*H2FSo8&q8aI12E7XoI2`6y$t1f47{ob@Ito-Nwhq zjkuBll=kj55fV6`0F#L91qkTs&qM=|M4bS{P?6`l9 zN$K{Snz1qARwYZ@6U0elP)&~*wzPQ`(97PGst1z02!1>O9VPhOT?2%vdthL_gWQge zmp2~aRc&Vlu&KrRa-zf(TwHiFyw6FIk&)>b7)~yl9`4H5Qg>gx=4Yp{| z`1$!@WSE7h{A~Absx4~4^SGIr+(&HW8aKP9W;J;e*q6oa<&p2DP;9rfmKFgLApZox zF*66CB*Kbc>s3aeQF}!%E`E5WlKR%liYc6k)wm~)37GeZWbqgKmj`?Ad&p6aPV!; zbIcrJjElFt{NR98HE(Otg_M@BNRZtR%FV)rDf9KTv~Uu9p>*u@EWkVRKmvImj-(uZ zCtoFzO|=JB+plguFPxYzuSjL=wXhj`tj1*N@|0oZ%gif~ojOx?F)g%6G76mY_pMRraUG z&=$e@t&Q=FxoW!iz~|yB#9%`ZW%k#!DvpfUMEg*QFK)iIXs?$4er?S*zsi>AfErue z@*+k{paJoHd$)U`byAMs{?lopyXBc>xk{tnfwFnf*Cuf^vI^%J!fg7tejz#*_g`Vs z9?m}vgPR4k`Fg@C3fwz0nr3Y+)O>+29@aoi-|+`eKpPyym>dXP5hQ0A82U>l8!>j_@7~JZcV+vhCYUzV!<;d+C5JmRo|(Q=LGedSO?la!N476 zzC9RXFpVd4)b5j36MR=AfTS8522UTOffohXV_98bR#{Xgzb|*flagX%VB`3nHiPAL zmW-n~UpB6B-HsCiND~dif)R#aR*pldLm4LmK$5fP8>kR8_iP2ur&=(=u7&9t@n&GWT@1;&iF)Nmio>2GY;!K;+3Xs35(q zp@U`og3;7`Wbf}nv3$i5bHGN-a-u~a6MZOfSVs7}jNP^4D4p;ml*ym|=@J_NVf1>6 z`qp#C9yr+6Wg8#pf@&e|_ZiG%Tv~Owwg9%R{u!UgBB73N029rB__S;{_%AdvW+E7O zALvS|(?+H>65#cNzZS{go!CC|zMe|r(?(S!XqoGhab9wr_~EVar{=M82PMTn_)4!` zL6T{SH0|tHPy^`w5h!>)%^g)Vu=B6vH@}-w8HZO$YVGqDO2qpfuMM+zF^axv58ArC z{JU_^tV&AIqTdZeUgEP+ArIGF&k=KAdOvf0GQfqIMN3u0riku9^qi*U6P<;f$>^U? zjD~iLJuC#a>5Ngo2wT#+Ymk?SQo~}~nd~$(gq{{}H{RY+WAiu;2IJZ)Lugu9DH!Jm ziEocae-R9`yGB=>LRC^UuI8e18xAy!j`BF`x2!g zCX*qS<}3EGZBUo2L$VwdOkqt-yglP_n~ip*4B-4<27H&p){$ZLU5V*BGfLpFbX1xqIp2xhrrdZ@ zd$uCzZMt&s`OzWqC<(C}@k9N&t=7nqLWoXxVew~EGqd4*U3LJuBPcHHVE=d)-Q$%g zaX<K?ZeVT5IAms*3jp>N=(1L_Bh|2@^4*QTx|AlYwK!<=rR@l-WX8LHL7SnW(p5|cJAsTFBx*OIDz~K z3;93t)u`ohgzQV8fw;W7LS6)kng!4Tk5rKP1q zmZpAUx@xH$D`ic8M1_+d=5BfA9q@|SA_7uc6h^ta_DddV0O!m4|oE>hI2H5JCeW zO4x6DxaVe5ZE58dyWaA=Z@l8nrN8r+W3L-VD3iX2>Y;T3vXey2OMov0>wjG0@BE?{ zG&Ft%1+Q)E_V`XcL;*A2@qq(TAsE2c2*HVg>epVjpGWZQU)}1+%Bh$Rv~>r5@R`mn{xhZ-xrRxhr^s&y;(~ikQu9~xb zpcjZ;4Iv^9sF@g`q!w2)Qsy*VxW?i%LPjj-a36>%Cz^}h>;~&M5iSMQwv?^4Zmupe zk|CH9kED6(Y8HIEZdZw6=h;tYxo$x{`ZAzeV)k0adHA|u?v9(gu`w#8PP9i;cXn&r zF#wl18r0K#Xr)fo7ITIqBwkE*s<&veIHbAKA(cvCyzmibZcVX9%EH#zHGX!Qu7$1=@2k6gS+om; zUxXO6kdVhA0_?rM*I#sfFUfImlG?o!p=*d~u)Zz&9P(<$%ToNp$Cbgv#MWY>0w*)3 zK|aJ)1{*d^w*{l0z3wK+_Ktby+{%&^!KKuQyBGO5}2EnfusvrO#}TwU)$S|d;M&E{RG?=nbjAy0t`&a$$gi%@_bZ! zy%i1@C)bxvc*Oe$+ob`xYygS!Nt{DHxUK#UZ^{TYK3V;_l<$6d{PE~Ct|K3JFAcm% z{!7?Z-|em71mzVw%3a4v)W`JIFdzN3HaPAhuml#F0!CX=JMQKyD_WBRH7{L>qM&@= z4AR!HooL%0fR}^|8ocWuR4Z-un>d*G) z@xEXpcmXKd+cBpM`lJNK<9m$Xd2IP@>#zR<-E7ilg`d0$#wMsVM zjo(GOi}sK$Dne;vB}V3W5qUNAqfR=B>2Gm;O6GR3SRBp7(W$XSL1J&|#OSYDV>+B1 zS@>zK{!smF+-$;cNLFa)X6BrBGsa?X^}h_@brm}Jnt4SzWIAe?6dE}numwEn@e2Ve zKe{GrHn*xOqkA*Xhet`y$E2uO*2%Lnnmact9`^^vDk^1$IW$ z{RDci5<619y4a6GbFI~v4$`QoA1WulX+o6T{n%SQIu^4M^(D}Ud5*V+gHjn^o6J|b z!7Mgj6zEiQZJQUVCcOn?j}vhVn$f$HVx8_$$WMNy9I{?DuEEXT0`KS-@#T5KZF!8_ zd1GMBMEAcg`G^C)bhQNu>+Swk-MHtwJ2D6VNQ6*tvc}&M>(jPf#Ufd?J1X?PyIcvb zuemX4eE;46ek&>huc>mx6)P7#Gqvpz`*5CFtmP^vrHn)b#XLxZzrFB z^{wR?5)=q+m6|JN=wYX52o4L8uoDVK!&@|w9MAv;9rie+PA#+gchK$jqltZabBig| z^K~kkve(2p-SQzh)KV{PUoqLDJ2b0b!gfOU7ge>;e3ej1Pu0+ekLe_!T}x{J(j309 zGWgI{>{>L=H^n}(U>EeV;^!8RxKuS|HW zNg?XZX6`X4=6tT2`O%V&@{!09*EZ)S&!+Q8Ev{rWKSs3p8wbDkq7P0GhY$2+)d6vR z_@;4bng3ixruh)zy8Ke3ZF}I z?+{EJnk*@b))sd9f4K5W5_I0i!g%W&Q7WJQj%GgD(q{>o%3nOXbw3O0C`0^w_&~d@E*|;w zFHOa%cF!e4V!;#;!df8nla!LGxm*s10al89LmNOC&RZHl+XD2;<^Vt0sE0;EWDb(L zFxCFxN|yV4dLaR1gVrvs?N2Hok)vBSsTN$x2!;tD9C~`;txNXW$w0}STONuO8X0K@ z5K@2wfLupPT3UKVq`^Qnib@nI4RwzRLt)H@qKi1^y3luL&e4oew)iUdIvuELz z28u)6?5pxnqLAhfi$I^7Rb5R&O-&7ihxv+N{(QyCkI{LcH$WccpWh1<7Ay3bML6pNs%; z!pY7>n$W?R@6MTr4c`p)#HFXoM7BmABRjiYLQ3kKOx@Gy>S_V8t5y6;+qvm#d~F>a z4Fdxe8=GA_Y`#cYDF}oNsPO=bOdtbPoY9GilkPoz|G_naUY8sIDB5(c?YNMUl{Mx{ z{#8_zTT&7YNKXYt#k_)oADVC#paUGr*DZeK%Q9@qv%0#PIl6_8fpIm5V+kMa9?p@I zfBW{bzuCSL=HlW4gm5DOBkI8E0@5)N5fSvKPakDwW+KU`heSlIwuR!8M9PAEwPa?G zLewLUO4OsoZb1xWogqGxtY5!EfX;TsUf@@8F$0iu1q3{1W@ct&V|yhgmcG1f3@A!)`slg2@xlHpDfPiz z{s~khlmSF7(ih44oB#yfl&bQDGev*pKj^`vdEy*Q)fV;9-W_y?KrB~mH}MKn1jTJ`(f2puqG-U z`T$U8a0?J}S0L)_8l#T5ztoh3m1$Fgr*^FT^X=#P^H~V#A*^E8S{%G+Jw;SS!?*K<1 zth;A#y48?ZQMqrO6iicDtC%zpUJ(gyb?AVBmV%y^KupyXaIl0BI=M)3yXkWItNWV+ zLK*eAL9rX9sTwCZcz|)$O#Gywuf95g3~cvLXIyJAPR7jBG#OjlqEgfD7$=XtJl`9` z6mj214JhI$+<1G-HN+*L~z%Y)>Z5U?2i6Q3J=zSA6p0CRSzJt>z zwkN903pivak2%ChGt~|`r4B0{3rdE6j00oR(|sluszCpN*~xl;Q?f+`guKea)wS~Y zFA7eoW@M8E7_$e6-R}=wzy+G%Y!3<)S69CSy2EC>T=bf_50+GeE)F3LqLCVX| z*HlnY7!Ydu_3JHg9dPCRf&wjY9#vCx)YLKsD86=NU}9ntru64BhGoBdozQ_(2gwSuPKBQhk6AI0>ai z_IfRcGQ>#*W2b3GS~%rG2G+-#?uvo#G|geYc=BQF6L<(H*Wv(NEu&8Gv$65MeDA%E z4&u?b02Tf8EaBu^Mux9SF>qwQMJHh5ao5+^W%rFeJw2oIZjSSLGu$jJiZB4859W0& zXd-qFGO&743GX)-Uh#3*b`?Ckc>kJ6MxE>&9y_C{t|C5wc)Pl}BJhY=&x3|YqY*7I zZ3P(Y3dWlAgog=JOJVeTrm{FKqhF9yAAqd^4G-_ve|J+cHl~%GlLPDtG^h}3+1j%4 zr9^ISTIwb`z8RmGKu}mf&Dr{sby|BT(Q!BjX8SDXMN6 zUxRXp-yWjORM|0r>KjOOpFe-TydA>^9NsgXB53HG?FQfvUb3+bjMLYomPTi{m*Fc9rWbsUcCqHQLaj?9e=vcCk{`RdI*nrAM{Zs*mFZy+^>V}3m z5&&riI{go`)ec3>XZ66H+?#s}r45W$S^)8{UZu?vphPTIyS^2@uIdIc4%qBVUfv3a z8Dt7^pHwgiuMd6`i1*1L++tv0L|&j(@Btknke&ns(4fN#kW@AcjcFqz8c4?{Cr8J} zFE}_#93Y+ytkFdFi+_=UfwU~O2EVU!Wd+pS>vtu7Kr#HGYNlp2MzMPR`^SIfR``f& z8Vq)X+CK3Eh?W5O+5 zZqxv^FJik>odPXD2aPvuphdw9IDU6ePj0(;5r8ZJtAfJT;v=X;zt7G>eeSO;Ds84( zfaQ#CdmIBjWr^37BcS;@m)pZhIX)nf^V^yN4(ajZ$BQc~t>NsAfB`cC+=(;zjPI2V z4ILYnnPcVa6fOsm+b(7WQ@!BlPlRXqdr<={SE;|UJ5wX5AULw>H189iYil#;1 zMpPmd>dah5uB~!l%I17SsGdK51UZ1ahXRqsIPj0aR0=iaLY}sru6hYC`OnP3N`fP451bcZz&Xew z5$lc+cTrPkbd1s#CXa3bhAJ5NXD%)-MC#>sFkfKM@O^Kl3PIxm$D^;m4!b!!KRr7` z2*p4*MhP$_(8e>}7LpHu%+yp0&>I5slFZ!PAdt-?$j3qP2hf=L3Lu$9Y-R7kio#+4n5BLf}k5fjFmm$>o>N&EUZu?NspH~geBnhW+Kz^@?9YTc$ z(h!9DiG-vJprRn*18sij4F-dNwpBGX{eig3yewJQ&^sPrxJye*&5```T_DYatwi#7 zfrf*TAM(%0`TEAq_`)w1d^7q}_yMg;Dqv3o1Y7LDUX2kxn3OAkNi(;+2m6ulmuF`G zHI|w(;)6C*Rv?S{zpbY}a{BuE`SnxkfKCFUngd`y7J$evVv|CzqT_%5^oV6@YRYD& z5)0HBAku&$1++|_fN%ivOu%M7BjNB%N+R*OTtWkmkyOapGG()tr7eRNs1H?)_)=io zd2o)DeuM)u>BOG*x%mX@4In?Ln;QUa1_FQ>f4EtAxC9_-$-CDg54R_v3#+cy3y8%) z{DKR(JSzt3wh_>G2yO$m2I7wz6xx^OHs1{h*msRyf?)d)E*ykO(1fE8ZNOz!R58ME zcpBT?mMs&GaI0YBMSxG=JoCsjqMHVd5BF!qzQ|ZcPHXYHBOrr)rJAnf?q1EJNSxh{ zkX2~{R=mu5oEc;@pbgT-tL+e^hOnhTVqkZsXWQc-5#k20GeWC^aI@h5UL8TxI@}GZ zATGRR0@u1U&^HE}Z$hJ@7=X+loJEj5gIs~SWXc86R{OX^pqN*3(l6e7r0vYR`;58% z=|0quiQP*W9a!*w^zJ9YM{Gr*5h>i0j+NWB1s>slJnj5KX2*^@j#ug2N$5gDKl0w_ zkP^VIe2ecgl-qN5);$?WdFzfvYC=@4u<>(9#29q=&$?=3jydoN_L-hoda|6+l{ z!N)gf{{Juke=%WGIC}7|{_T@585xT2-`}B(crx6HSu|R1qJXxxmny2N71{w+obp%) zcXA5~#=gFacupk+)=9A~L)_b9p~*8Vg6#G!c)@*E)?3_Y_}82q99>#)gQBpHAF;K6 zSS+LINM*q1t&=~Y3v^Ezh@gg3^+?C zDXFu>ckdcjz{dy#Qau-IJ;mOsV842`uC!>b>_<^3_>$j&^N4Lbmu$(C>?$T10EOBN}`u`?3ePNyK5V zaO-qs6FS}dms5@2U*9{V*U(F5Mc9M8#Ka7j-gDXa+ccN&kJ*3aQCBaws{-ALp)jVN zuxD=AKj@BfMKsK|kbZ5q*J#-%6yel3(RtOGeckeI?NSRVHBzf4(RG%sF6^Qv@x5XA zo!)KHD?eBNuSe<{FQu|IxL&^vFlx_w74g^Lcv({K`?s>|gREsjnhzh=)wOS}t;q(H zEjq^~GK&0m=U`ksj!R4((or{)SQqU&^DfifYY&Jl`xFxLshzQyPCa+e2Yr1Qja*?| z?qS|;VgHHQpwMvu4>SI)Ti^V~%JyavL(AEN+x(IaY_R8vi5l}hM%xG6>uwspO-H_q zyX}ID_}3#0WqqyV!&5ef)gR~mHVX#aHVY=KQ2%V>qZO0{VP|aWNwXzd{(k(#nVrTh z?kxjme2m3c`iw1zqwBweMLucv25TFlSHe;+Nv{3aV8S9-!agwkc%;>#&kzN<$_Z+D z2zPy`ow00hs(qhvx9KDHR0WP7vUBcqj~`7ctjm2Z`dulK7xEHgVDLLPLY~g0{T1E!%Z(i6qK|6Q5hT~z3&I>G4^Y#|s&x!6Vt!h*YK00f@Ewe4h zv`zzIo!BHHNF$3{#tW$Qs_IA`$+L(QNY&C=cc8nt?J6?B^sTV)?@;MpJ?mny)V|59 zR})L>!X;`g``-Oje_F2&{>^{itG>kUT&``_KS!EtHq-tt;i;{x{N_J$rW6fTGBgQOIpFW9=H|?_J44Ac;8ySHRmsm{1TTG1meEZn_4w;dF zbx5$fL05ablWR0R%F74*#h~t&Ns7>$cjRBYtktPEd-iO6uC1;A>{kEh_sGRUu5mTg zy?+x~7cGzJ_1m?_DjB!yV&_RiP^3joL)`r^4V6pU50KAM53?t7Ez$FMKyd4K={?D- z1Dr_%m^cp)&z#qGDI|6>t}1pm=iG!`PyJyz7L3p6^O@|COu6HV%u6XLENV$VvCFf4 z^PeAa>*npgBT!yU3Mn0F!p_*pBM^O(n;$>s*aroL_)$`(TsQkj7SH~@)cL_hjg%Pn zW!wvqq@>k8aV)61=w{6{5N0`V(_EWv$!uAXdfA^DFIg8&85))U_0Ky)36J5ctng6y zxyLciH-U@6dfkwZ_1(^<9BKa^)X78Kv#x$);XCKX#!-H018!F>PHv6J z{jBU;goG{xA0s-sX^+lM{zfv0r{v~7)`wlYqD@S?K0RP({{*|zok~5TgigOC3Ri2 zUBoZjm+Ghu3Zkz^G<35{?hz8kr}|luSJDz1cnBwFjSkZUBWGAy`xlD_C^yN&#wC3H z1V?FG`G&+|H4J>?GhwLYD0 z0++#{nucEI(OO?vWaLSRB;2Sy*r-}ttHKyJ(ZJ8M8Nn&sd~Wra!H?Q(Pz;%`9MVqo zo{VfA-%0+Hmg*mGcHU8+IrqggO^ZSrMW38aa*6@c<4WEtE%qn4Czq6zuuhg17T#xO?uMb3^A%FN(%l!f5C-qw zJ&&N|usY6@!%@>GX>?0o=3?rydDu4?+%G?cV63d{pViVbd#zhLC{|`~aNcLoe|x>S z^BA|Omn0MQ(@Ol=C=c(b&9{@tQ&Ad$)ahgcY3UoZmJs{Xr$4=>bn(HW?U!YKvz__z z0K7#IA=L$r!HXAIZ0aS3N2@(hZeCtYVq*8-iQ=uvGDgS%cFnI}mgtXzuYTF2SU^!Q zGw|`HQMRz;#9(^)2f`8qd%RX0{QfNWrPhj}T5T}iy5(Rgh0=K0;*0!Rp_ykCAwyV9 z4~3DQQ=?j0dq(5`wi8jh47zp%-yEP{N5# zN$LHNsE7AFkyEekppCG8D?im^EndT+aemIJj{`H={Ipo?k*P*Ws-8CUUKX=819U}= zCLvml?qVb%T2+Z@K85!BRc7l$`psFY1&=oFQIL^Y-o&I-6mrA!;3qz^oe}k1U7fP1 zsA$gTctAc=VjkAdh(4DMkBCTqW=Zbp=}APx8_3mi-X@8Ezjf9gF~Ctf*EXCjbxrX? z669Qe4>>35vPm1aYHcOo@|SW1?7BBo1yg7971oF5=1elF?pfnC#NDx&`1^}P7&&bE z1K{#Vxtuio^6X);m(|_e{Sr=jc_B>C-0J&L_UWRTKEK{5g*XrKTc3Z6jWhi{m6!kW z@^m;G=ZB@q?}aDKsn-YZotYmxd5vtiKPttF8&guJv{|$x`CLBTuZ<|@u1Y>_#o{ZR zcrOsKE1qO4b8p|2g3iL=Iwj-09l25Y-)kJrtdzuU`I8u;6VHzm%F?)yNpqgg|w?>&%KlP5=Uez`b6+nPqlcm6XQ zcSKb+`xRkn=!1t3f68LL`}SP;#%xaHao}RBa)F#og^j} ze@2=KxEHqy6eptk&hYyeG76L6n$Vlh#%mh-Jnf4uzG~6?qqu{@_`#%tvU@Vpt?i`k zu}Ud#i%Shiqs5FfY8@T`SeUIXp2?(;WguC%!EkJDQCR1E#l|K*|YMNz%&qTeQU2o4@epmNSqWnX_x{RD3HeoMgN%7Aini1lxxK_Q&c(WR^7 zY;SkI1I&FQB@k*jEUu<#KM%C;`IWO~{n79W*du-JYw->}Pu6K`yLFCsN~-#25Jjp3 z>kE7HM#J}yMSL$Anhh}A^1Tw)J1el~5B@|PM8lGBxLVU*d$vNC+i}Oh%0RLMIv&Fqc$l()XAxzATw2f*oFoSV)gtE zv{u)oFXYgg7FwU%q1#egcyp$jFVUj7kXvK*wF3X-^j$EHU6z!511=cl%Y5)nyzeZ#Mg&>bHa4o-Zk}2I(-T276yrZ zB@g7~M(BJoDIy3vi|*%&zwf2t+1|GtufD$JeVCxVQi>_b)vtk|4(ZTHVogWP8{T*d zy}1j@=gf!iYxnM13tV1Yogvm=FUH+*{+qaCQ?*s=>C7&gwCxJ%fI^y8 zm6a(Oy#AGKqRZ*A%YS@2p^;i0XgiZ+^bSW7GxJm@Gq;?yw75-geqtmIz)!WlU}91y zhSk@b#oBu{Oj8~FEzW*RWij${SxH(tmq!I6G8Ps#Q{7u1Sic5aHejLhLr4@7X?{Ln zZ-{idNf?mK2e_2;pd=uumT7mOfcG!3bUhwi{iEpUPNfh%+b0bQau`zpvDNw!cYUVC z`!vb<$`>UppY*QU4WnYvG6Fe7CW~-H^X{EHw<##3{QM+FMn?QO6(jFbr7qj|kUM8} z>)8L?99d^sl#5-;M3;D7!LbeoMa?q7Lu0zWSNQo&GEG2uG>L?qjr~M0Wo0vk#X{wE ziGs1T4g25h&YpsB>$0G-7L{{QCWO-q31Oe>_a*p-gF;fBFZA5BCZ6iDQ`YSY2wj3{ zbzgl={O>lnZhkXIJhVTZ5O!Vc>Af!R?9e^3zP~-zJqKQT^6pdJ5tBhcNJNoJM?lhVPM^kJlg# z!h!rX;QRGlh(P8HZhOg#!uq*XjG!Zk+d8J{STQ|0#J%*bcxgR#VjrxA^c_gan$J9C z`%J*z?(~w7nAjx@{5JQ&J4j67gK4X(QgUs9y#Mb~9Bn$xYCH$mtCEVF3ShZ!VN)3p zsbA+~0!t$tw;((6-hi4!tM06zghcroxHu;G71qHsm;L6YleW(fh7pp1LAd|D;pk@; zD8r1BMF_DOO_qmL5=$Y_69yYE;~1umzNxF)aZiGM$4b| zLQ@T{*6fshWV3NkRUsBOHk01Cr_XF>;(q;l-Svq^%FN6x-g;-DIaN7FhKzwh(b)JQ zD7&P0@80$I5UyUoJ~KM83Jrz##11@JGB(E6W5o=~0+e`NfawA4IkP9EWQUdn5lCXl zea;a-)8~j_AAy#LpyFZ@7f)yVUe^X|>0U7!FI2A6DigCN|x~Tdakcz zi~Og0yzwFNMX~z&?!f{4t}K{KT9*F_M#pbwl^>cJprliXtE&=uhSgsW9or zF84e(YjD|W1JIo2nZ@nn^#K!r41wYk8y9z@m94C)t@&)>t(%)b6m3m1<^LYjuBR7P z-!!;18-J&v_uB}wb8mQ^j^78d7Sl^Rv*CXKSubsCuP!GQ`eG6R(AK?jP4*J~X4=}> z0SqAF# z$|_xQ642CNLqliw-lsc7#~UR@nSQ*m8f){YixaO0yp`)4i4AX`ma&wjwqY`Tz-S@P z(s#Ya^S{Mq=kxo18!&cZVVcCgSNi(;@g{tHd~%A4r;N_$g@%j1i#!vKBI(kyvKrI0 z;nmgynY%Oo-8gRE1DB|Jal4ugJLX#U+PzyC^^{m9hXiilbchE=@QIec7p;l#yS_<4 zV6@y8gzB!bnQq&gZJr!1s=8EAAZI zaAR;C`dlaE%>Q}iDLa>`!LkHVdsf?Q-Np+b{>G$O{=hmYE^9G9+nb+rXeXB4x!g8D zhyRbz5|^0BXWVg9-)rj$+AnpWt02>_ceN)L4D!*#haU+jm=1nDiXPv1TgX2>T@FKd zHaeRZ78Xw57-lF7X~y+-^qvb031q{l$v48rj2T*=Te2MA^u6XMqQ5ne^79J$Io4zl z?cQ`dNh_{r2p^Vj>7jb7m(YTICQ$J({cpiAn02htcM=GkBIPrzJF#WRT3el})1fUf z)D6h2!13ya0+ z?lOOqtFAFfE(FhTTV?FF)vJDUu@eEloVWD#Ym}c4cuaj>eTR_Al#e0bzOBa)0w5+# zMrVNpoZ|7}9%8o{VgHb5)=AWKsT=BO-r#^%zinsz)5w2n?avojCx8> zi8-9&JbuL#qxXe43F}?#3sBeoo6ZW??f%T3p3iabeUJA;QYBWC*M`cC_rqD2?Z7+9 z{}m;GQx{A-mj6-;%5|+VCkPVBBqu;$Y`mO(8AI?$E=2zCHCjZQ_W%f!W1e z_slUcIBC1HGcX0KyiMmtOmS#nXrPxjF<5aGG?)w?188SB`(l0ZOt3{MtTB*sgyVd+ z6PBYF>xT04>xt<>tvsZU(JVJK{H&Ak_TJ3+7#k*^J|DjSS*D)~YIG@TL7qkO+d~e@ zmk}0|x%5!ycVqHL3>9F#WInqh7!1iZD+YV8O)Ffm*JO}+MP4!M9%cRWpx_kRcI zXjOU>s7J*2i5TELFKWCKGVo%oJYQCKXp$&RCm*wBP7SJ%O>T{S$QN=4kpak~Zra)m z$3f;V&5tNs;^!|su?Ut4q=go!cAWv@+ojW6XQabe2&6l@Mc!I65#ic(A*Ju? z!w>&2tP3Q;X0e!HJ@DvnfzgY+pFbPCaA!G-8~ZLNdXe`pr{pV9ZMTAoDY<&z2y7k& zZ35*UgQ+YZZp!?cyqawm4Ghtk->^nCmtP0P)x9k|P#@;af8uE5*xi(mAed4MojhRR zV+RT8^-4Z8brXqg7|n2-+-dWWSnHl|3M*8TzV1le&v7`ajr|EM)2YWB231BzSt)Gtpwje=JY28SpA$^NFH2dlI8RyNfOpM` zdou`N3(eY~Y^f$mLI#uvrn}dRv0S|8@6?AY)|V9g4Nzco_sU)z&v4RGnn?M?-HRNJD zE6r`wA=~^47Vi;QgV6H}wCi8fU_>vLgUP83)WGZ}xwUoX+`+w%V3%xt zVmYPDK!t;r_&nk)<6ORKm=ytvS0rYmET6QUEvD8sy7J+}r~J~l^2(cr4NQJN+FG@O zmfu1BY<;5fUw?;-BiFY<%eg9MK5bFu6V2N= zz<;g*$1(hAg!PUeF1vO)Kg+%zn)Re{f)r$uC?yaD4vh~sCX==P{P{MB1yF#Tj56Lk zLVkEQF(BWKLZZ*X>NN!?($|YZLd9!Z5c_N+`{!3cgpzp)zWl3~7dB&ao5Gm|q7D9u zK1Gvq%R+(?R&H;GRO|7$KL-$;QmXIbOx`2EKwP6mw-)DX z(rm>J=P62tbPZBF?~ujd6^`Jw`d*$o4)9M7|FBeTYirva$-xH}N&pODL=6PL^tiY? z;J4HQHq<(`cBM{{z@7qfwvvm>vxz^T$KFjBxEO1jts;w z;Ahm8nxtyv-QBjl+KXL8${Iz4{@N-6;`Q8|E*>d^{Oi{@Fj ziwZpU>NharrzTMLL5lfA&GWIcQi{=Lr90ZZJ(!qXvmCA@c^zkuxK5CZWy1aQgg%xF z>gs#}oX)3)0EA7Ym;}!Z9u^2-QV;b7X2fcE=g! zSRTiNKcAp|9zE&YJ1I(|-@cuRm#^x>3?22|g^Iyq*pSVCysdK+CzbSumB8)Qym+pW z4SQb?*vh2`5vk?CmMQt4bfYwOwpQ-y7V|KGC+~Ji!MwT(f+bzlCj>J0agX6co-{-UM8Ps{!fqdleTXP-uu<}$iQsF z&A)GS|6`m^YfjcfHVVCSf*Wg8Fy&K{S!V6{bGG)JuO%9I04K2?%y2y#b&2u4Y8SlN zNJ0Vt`2QSZ6cw)U=FK-JeHE22FazM{0BWRmI=k!k=g*(3Zo0k0ZboxJ%3Tk_qXsn6 zfYWFG`ljg}b5*b#TH1V}f3L-m{BU2^NeGV>y0}2|6WhOe^Zr&A(^AfKf{7y5m`Dvj zWM0FKv!s+P2>`VwhZ z+L1?zT%KOjV?;I*w;QW3&`fg-f@tkCE;G*5p5Pt8a+IRv*SEJ@^54Ep)b^PGu<#!3 z2jZ;B?L7O%7O~SQlYd)dAz))TjwuKp_Og|YZyhV93PfIA`JijehcZ?&-xK;^adQq5 z!8mi0(njgfS00W=1vPl((EtGKx~lGQN~~?C6B(cptD&akZ4~g! zGz@#Gsx-5L$9sirNN0z2eJf9C?6kgS?%|AuObaW8g_`KOOz5==p1*ebkYa1)&l@&JNP$RP&|$YJ3Ti4;aNiryZRfw!!h+108Pa9 zv8Y7d5l&0Xo^^t}ZrdM%2;|spKIxXm!+H1++tY^+Wii_lG!WQKSLXGaNTRR!O0}!8 zvlLPV9y2pnIV`_Kqd;SfdWq%>ZEaczFzMB`wF<8jD>TplGOvEO7Z(Z}C`Lx$*l?00 zd>~&AEu0{0g#cn_F~0)|Kk+Akw_x25BMW;Rn9L7Hen4W;$IsnHTA@<{1s-s+52DY( zIN(w^FU0goSJ0vv0eSeAfF*E6`NX^!z#qxB#BY1q7Ugw)88S!O3KO^v*%h93^wgab z*;kiAdq10gG7Z3k(?*u4Ct7gd`7&!(&N@b>Y*qiC;+6v1?7E(BR}u51Vxb69L71k7 zeE{H6xfrvxZiS=;jq+yj-r=dSo$Ugyy~oLfMluitAj*g!;76s)GWy2VJ8x9l&5L|* z+!F!qMfE$CeNa^waLl+?^Hc4N*LvgG^%~-I?COJxzc+-BkE_}%mMTmmI0MP<5!zWx z0IKuw<-@C-=hh}rsM3$Il8Jv4oD+fu6b^4p!x4CZsI6vxm6ne$fD=?Oe7mL}HNFXl zeLP@J5c~O6FXCo($kE0zN$sn( ziHT1bk56aq$LgKUgGuOnf5kka;WfQk)^cHWUw>5DQ_SHY%Tx5>=v$s-p&b%-$_Uu) z=eF`#D=XXh)P*s%D2O`#W$e2u&(YRl)8Pkn?(6f&ABPfx0Z_!=K%>|gd+^!e&D;~yMAJ)I+_!m84UM(c z2n^{{-5v`(OK7STtqhOikFElpY4C!(>NUd8Zwp9m@d)dTZb;W+)AHI z1^n4zCcRr60g5VKEp`8>_*>-cU&LYCFDk{ISK*F&Lrma1$vuixxJ6DNiR{-XA^(dorwfNe0B3CWGn}d=NCxv(kNE<4f zthrk6`SLUQ(tlT!M$hhe3#CqUH60!&HGbd(h1%lYWI{)1N6znaHFGC)5Bq#o+?haA z_lgwb*%{AWFn=nL&C=+Yf1$5Os!iv|__v}_59TZdkntLEeBV|IwP~<+R6RLcFA@M2 z4XVX1?tBxGL?<&4|98gy;%JgtK5GU!DwL_wP{1P zkP$MN^1>sDn0rI3xRk6_qD2DkpX4(=iROAB=FbvBBj9rlktQ&doE<%Tzjk+RhmG6% zP4VTm!QzJ3x?OVLfm=Jxj2Fw{@?pV09|AH0X5a5)d#f`UlSez@=APHxll3(l)l(%k zs;to&|+_96I1 zi$Cu~7-@6?ppV+S3=Wl;Qm(}@)YiJR#;E^0cLB&7K$pU)WoBdi@*8`Yd5Z`lYH!_j z9D7z`St^-{z~hFB1*) zO&(Ohp(*7Dh7BT+H{RZY6VJI#o*AByZ&|)b&0qgDRT<9vQtIV(tiU7_C~)`j{NHEX zm=PQupTy_B?Mr@-brJfUFv4+90oK6QsMj+wU)I&Sw788{D4-HKyb9mofAJ&qH5`yD zhb^}%q~OG8NV$P58o+2EZsy83SELvA=D@cbiv}le=z6w@U>=d5XIXfq+S*YgG8jV~ zGGMjBn1~7xi|3+}$u33zx?XvY}WYY@D}2 zols}6ZX}RM_=|PSFO77%zU_-n$w9N;3H8B7_ zg;iyr8eK*pbUQ$W_F>ub2iXOZtc$0Hv?8e!GF6*qVqT~m_LTBaMFmmE@_+X?T0A-5 zx^WP=90Gwc7%b%JNj~F)T%tEAqmQb^AGoo&QBhFQhP1C2#%_E9(&Ar9Xpd_qy8FPe zcIrCzxl|t0QstFbS&Ys9qH-4ZW(9^jg)PB&1})t1j?2=O%5wGZ#8Giy8MG(Yy6R^| zFg+x{1ITfCkj?-tna)MB^edtAnI_QWWus}6E?!VZF!di=`(CvnoK}W5@R9b3S7QUH zI%w@=@$vj^WC|?yQ7nObAb#Dmg70ebZ0iPmnOFmO@3fVB*Y@=XMYk75-t&NVB6+NG zES-u)BKR^szEQ1I{n_ODqISkreI)=4l>K1=&TqHv_L}FBU{^U=xRU-4FhoBdb|?e| zQ!lW%P0f7GlHKPKJXKb(tV(<7BH>PQ2gqwejT6&x-o5pwIo8Ot1{i*WCeU5@!3OK) zCK9-lg2i29dOth+-5*u}JH9J!xL0YHpin`s)fX~auV}mpPb=AAR6r`v8l{8BgfRIB zOYy_A)|Mc2=yU=PM{$!BTJjbf&wGuhDXU}JxsQyrW@H>UtbLceJo7Mhj-7OL<` zBaEJ`-u=EK&jV@!Dw5Qk--&+3QDuyVdhCcAK6hrW5-6$?xekh%>&^=8BT3 z#)re50M+UqAG!+l`oosOKG@HLH5z z*F1MEl+&b;XueQw=x~2f%bxglp+4|LYa2(8oh)W79PEW^)1fkccw@-z*$%0oyfh2* ze`M7ru0I8-mX`a<*5cO7nPEe6(Onn>U0Q9Ab!AO@yj;7)=jfREimN^CX5G=_ zVTqQWEH+YFVKR(6vbvu=tcKpc$M_Z~+(+R@wDgy4y;M^!h7>VTulM8{3-lYXZ>TuE z=QYqh#{i2rEc~06j*<0zT-(F1C_3&Zq)>y>VvoHEdgHcTet=2)!mK~i`#ue}1 zCo|-6BHLcAO$ZXT-)|I31$rc?B7q@k=XV|}aroX!?0z+rn}Ok+K*IV;r;Gu%z2auK zzlq^z0fuy7dii)gZruT7g|L_~W>-Hw534Ozv8GKU{l;^CkeXoqCZq{;tIM6FI1bK; z)UEi@Vnuvx{yQ8d+DBXVl6f0!;##To2~Qdm9Tc~n6)(JKUePq2jOkp}blY1}`mRzD zTh@s&klMMgl>SV-pdu&#IPhEO_Z!kXAfPR__JA}?a@wlOpb(p19~h|lO+H#B@v84< zJmWW>KK4P=u0J%n{BLtie7Y$};98wpO$`@nklmhl6+*!IWf?)>bUS8wLkS{_DsP2G z+p{LcZpCh%)_Iz@i(ei;sWE27_qpDKwdb`p7z(8+PpmH8O#7oc;=%R}RDZ5z^n z-1iG~Npf*<4Zn(!VG$5WSY3T|86P1Bau3js4)^G=pWFD*WIs3=Lz9y5V`T#n*mdu>nJ~RTw$bo)KciwL+EU<&)$n(;E1cSqL zSQ&oP18&gUw{MlO+S^Pmh^frVoi9iAI&2p7YaK zpLeIgpo8IhQnh=ZmE2)ME2KW?|@%>-3KLHk|8S#_0rBbts>0UVuL4ejxyau7sUx7i%rL0<7T0l4Y zCR|5Ldt(%;wjE92d-UDk7l(lO>^7yEV(ugI;ygb;Jrr%LK`Pup`$Q!k1z+4n?iD_= zGSIoEtsQKP2LM;rOqmH9D)oqZs6l3%`s2gpwZpUg%Ez7f}huOCqm!u!rR zH&zB1FZb>Hrq|0n2?PJNx$Is3m1reu8yiX{X-%9(n5v%UKZ-(wl`OXz;!P7^R?<6o z-+Y2)Yf(bUCV0|J00%}?=D6YKGC$%N7G$ z={dcaArAG8o!layzBwb*9(7Yx8n5GU#nJ9-^)ms!frfo=dOb-UsF?e zgrq72BUVv=%7}>qC4EluZ|McOSj~i`UMzHAkny<9ZHD%Cz$nXj8@x0YIPK7X+@Sn4 zo*@06X6*NWgO|Hn1j&twjr4wtB<$+BwQXFcz=mvnIicg4f#R_|lDyNxX${2$lv|Vn z0PP|kttH>1!b)4sauzPoKeK6D!IayV`bJ#8x(p+XSP3&yg37(nRsb={rk(xFCxu>r zdY$X5>&>n?<>SB?^!=rF=MUrem&(jQ<#wWQP_VYeY><}OYkDv~$qb|{ob~O{L~XPH ztfN~;qRXt}u%HShT|A{eRqAHP=pqX3+xkR*`byNg!|X9HJE^?N`qkW6i9uu|+Y8X8 zLSRDDfU*N|m3bip2RWSX9$qi(VjIGRxVg#*f^WTj%XN{zVzp}7!6}q_wqwOxZpp}Nm zm8wO*uF87}hm*^&wcrIo2lVGlxli&PM$Tytp8o-;ApVqqVQY_iuu72b?=4ozgLbYplBUssJpq*Rl!a^Q z1l>%Mq_B?hlizu>aDDRe-yB||Iq_zXy;Q<8+)Joue)eSePkKbrfjX$kZ!%XUbmy!88!Ugfd#NBQ5gvCA{dt7t-nJs3(qBgy24qE7i zYX|D*V%+fcC>k%Uj}+s8R_RX0RAohjoByn8t zzquvkX{Y;(`-?zef92xh65qYoa%qRI2sV1Bto*{%G#9V_^>Yjo0vxcgjyEMxcEXw> z3y7H;U!oE*9;!fbwI6|8ZJfr# zJRdzmMQ2^zQ?zr74J_4Kp6n)rpwzMywJmPAb%Sl3yMJcNFi>U1MFGLRLG7^IyuKO1(o#z#TtGhfM7Ie26cwbeu`k zonNtn@vY+SazgznKLYYX63mYI(Ij>}Nr4A9z|7@(tGHv{*IY$urn6df>$Z;PbXD(= zR=U>Wkg@%;KG?PAw$Y1U=qwenXT&Q+p;_k|)#Xy5>cX0MNbFc1^uW{b7~fDxd1f^6O|1#|1wKG~#I)Y44Widm?WbCN zMHhXJiS1jEOjYJXW~V#TC+B~2d6XfWET0_s3i;g044U+QuVZ2UUfU_v=);B}*vECi z9%E?Z!vTV7)LXRROz_qsLu?_*gezHjX;5JsFGV)tH8!m?W?sj^q=&ZoDW z&#guuZhPs4Oc;MqSf~B{;d}8I@7rB&A{I`Pe)Uv7Jn^Gnk90wcIB>Y4>gv83+ZlzVmv2c1g)6j8N&azmR@BB$-L2@8J)OmWcj-c{CDCD41mZEa#2E zPvFoJXlzv5GGI|jmN23%Of$HIn3z4ctI>=}{>3^k1woRbp8dcMv>+6>afK%Jj2VmJ zpaK5DVM6pFHG@c(E2u@6RvO1bY86Hm5D@+tPm+K#`@&9(6M$3m}j5O$_QL6Rx>US=H@zDdEzrVWhX;0`PNnr^9kF|-B zGAE50J^4-k2ZagVqRJS>8^gIuS=KUe&m0y~H|Sj*qRWtirJl4#r&4{pc`|ty1%b)e zV>=C;mE#}3kcWOE>Q{GK&BbRf1tuA@&me$Hn-j%UWMm=h*z{r^+~9Z#hfd8o<2Klw z@dVMTDk@jSMxk_yAb}s@w#JQL=-|{zKVRxR%3@Wlm*&xxv-y5uzgz%lI}=i)n%d*0i*vV+Fb* z?`@)Swf5F{k?QqbMMX9sOnokUD;wG_bsTu1gO$q*_B{|A0uKToVOtnWe?`chWN_{O z+;trjsNvB2(>N}7%thCT=it6zr+ZP`j5QILscLXXow~sgg3Kcq-Egz6yX$H1mui!7I*f3R+rNBYFDw_bLWHj z5Scvyx&mTzAc#JFv-j%dc?==|=;|o%HJBx6W#quGb@-`6buc}YiJT-#2<|lY4-IX# zIjPT*1|h7~=mw(MX1UcL2b{LVG!j@?uz=HNhSwJ-;DnK&e7Z=yby;&lZf@?1!TVfV z%nWcrGJ=j2WZIyI!N-R39@zsj+0v2Y6PzorjY){ePBt2~JAFpb5vpH*>o<&=3squHJVj z$_CF3m{JmGH;B{18%s)?NI6oUK7t@}IZv63XC;jWYC<6<>n|iV`0QuJpg|kIb>+*E zjQPJd3-p(q139U&T4_B%QQ$M*rE}ZZ|GjBQ5SnV&5T=+eGJ=4?$jQky8(f|)FE96J zN@jvK3XCJu6-D0%j!SuhjEAkKYuN!Lq5B5VCrgzV?==nE0tT#dK>m7^0`rym!Kl23 z8WxZ$mSIr96NFCVN%k2a{h%;}%cU1A^C*E_ObO3mI*p8Pt?9N=RAa)B^%A)bA2)ymyqCeu=GOT z_eAaCBhqUFL2%|&;$kz0buxqBIswM;BBmX~gMna9W$>cz5jQ`)l?UHBZT3RS60{v&AYfSLhdX#o(}U#Md|#*5Thqi=k-<1opb^z(_lI`RPs zWVKctrnAcvkV5*9pEsV|oxmBE0ov8)c+eyZ(+4C15s|WkzJaKsYyKE#@k&khIgtZ( zlwZ%{H7u29kb2O{^*7H@mCo)zh21`U4Zr^s`!z?Nm023Gi`^U>;qtX47-;&6j0eeU zl@K0A&`o0Ge}{p5u+?mx_d|dV2@?=5F>gI=bwB>nytGHNJtTF&)zkj3Hw8~Nk8Fvt ziWXo$Kz;_@B-1{I&eh#@Vw~t7T!{U%%N&vg&~f-_>tfpiP=xicCram+L<`RA;<__P zm6Tv>&w}R|$h{xso4ESRw9ECL#s~eroC@s{7mFEx_pYWD1Ge)_YjjWCP{F|piZQy- z6ZAgp{1t~15)xEYELHM=an57?o4o}bM!(>E6EKmD^QrFFK(gh7Zb>0H!@X0C2(X;O zF!^4qG>7y25>o$$<#Vu&kL6tX7c2i>}ZoWA7T8=<25#0#zKIF^(X{fn6g-|RGake_-$y;fI1 z5I>ijrF&Xw)^kR%HibKT32D(}T2peYR+R z_@@)J4mo$;)i^)%7Gsc!qz&p@GoG&efa0epP|DQz=6ZHh$cChC7ue066Lkq|rpOD3 zvf6!aQg zmM`}a=EGSpe87s^%+0|yg20D_7h4H|$o)QVGMjwS% z+%?>ix!Nya07liC^+o#%Lc5B8+E${RabwHy9CQW+h}sKz4Ob7rDL90NTk{uS`&zj) z(`*d>AKkrqIF@bOE`G~XDk2R;rcg>UBvYmaMI@;V$t;A-^Q;t#3`tamN|Izw$W+OY zu?!(&WS-~Qz4oj3{l4{m>$m;3ZLL4nKkMDzo}P!B`@XL0Jdg7@_G91oqdTZk_y#ys zw91k!j*ah+$^59jLBt*J;y)AGE5EZxE4xa^^xA7jB8x7dHZRxyr6Tw0Me+jkr}?qA znIH1(8K!k?{dIA5lfV1l?f@nxC*SO``(DbmoQF@JDz<&FWP&L{zVpN;{kh>LoReTq z^~-)hLj3+_>%+dPNXm4mSKMX?RgE{)z{=p_#fzWt67yc;O%HO@<5lu6J;T)jplfKXGPtef`?~ z;{DS0auaW8xz2y2oJKYMXqdjNudNISOO#QORi`i4HPCAF~a_JG!?(9>eKJuy<=+@spR^4mdR?ZN1ccthg1)(E)~eeHJ;cB z>V0yK%16kQP)+7cf|j;}om~ZYH(iTPdd-J|@@>!`X?pN49Y$NiEZaVWMMno!^}Rhx zDS5)g#1yS z88meAWb0CPtjjQi3E%Up$^1#*EWJ5hAD}|JuFw^d{kOckk_>MdF3K?{xKaC97tS$U zNDM!8`So^o_PSi#UYC`zoRH1tJn?Vd1dO%igaat}FJhrJBzy+Y+pPEZzkh!WWsJPK z`eSm`MrwxbtgOn-sq)tA_Wu?oy;@(~bX&W9$`I%iPLovIuHs5?IAqtBE_*LNvoB@& zcpz4@0RRV3v4*R+;h_7%Lo!}ebloD72;y#C6dxcq>9QXtMC1->10=J zo(B$!;X%VWW;iY){=*eUg^8k-ao&id*}vgA(~W;G8JYVz?C5)+UVmt4s0sw-YcoM%{ zHdsxcpz2K?(_@mfcaEKPoK~C(`jZ&`U|hgStf+lHAx!UeS6pX+zY=ma&n`jeW{Y4vGM%#y4)1N} zTTS;SYoyIjSU0_mpjgaNPtjuXGuT5XJsbKXSwo;ikj7|zb;++`=$M_oeXmDE*Nq7z1iy}%*hO(8Y)oO}%3Xwq50-V5q%%JPQkoqRwR5K{4-@q#mwfQ`)y1hlfBvv!^WoZ9;cX+^ zGxhM{j#$@zrcSq!BSmZT*PJFgYw*j*y7V+PEADLBshN3wOP4oU8s-~>2hO_Jon-Zt z4b`QL1k7Bl*NQ3*9y2NR-gUiGljHdlN4-{ENFS`bYJp`{L9u%g)<7&jsb{DNA3P7;1Jk!05|0a5y4olb!pxEzwdHs6-ar-M=~ z#1328w$0N2aiUajknme=cPL)9J?EN81Z9};RC=eK_mEnkApKY7=&$VLU!*~&d{>~P zH=1jsw-HzQJ4~K!YGNTJwQmOM)E#^GRw0HmNxL1}vc;r$6s2N(?Hhxv*4*K@$x%q@ z#5!HLNYsq{+yVmFJk?8@?B1)k014_~Q$u^gpO%%N`HK%k+Y>D9E!#vQ+s-R18{?>U zDeUCUy01{v*e2-&q&5rb5#e7%;MutS0T3`RP4~Ui%(%_3^Kmj!b}gysKG%aQ?}b0s zHnTEF&}Z>SpLxV}zlKW8euOdSQa?YnL)fcZhYlX(fCl=rFO`O?2f?uY^**W6D8lzD z98nNLX;_cXMm48t+wP#JKS{J0uJY4rXlV`8sYcxO_g^VtC)&9YBiBt#?7*u2@!~WU z;zB@h@as2kDvEb#C_iAAjXe{{5EdIt``0<;jcWWVwfO36gGzO*^fTzY$)XUW7U&8{ zI*m^1@$m7{q%|wKx-M;zE{+;b*<=GNJVH!O9ANi$^3=aPLtV7KY=QD;b5xfff8L*m z%e=t>3MmQ?6phRBgmY)ABwZcnl0EX)lw$KICC)mt==AR2*tdwh{m@hOUFid<0>B*2 znJqr1pHxt25-4Q|?2C#w>h10QR#TJm!;x3aTO~^HmM;}Rf~>mww`zx@FYtg)oU5J6 z9MLckBwYI()guwt&c{kUK^P8g%`#nCVBEdi7PyZ6NJWwH$jpJ4C8C4I4Qw zn9ebfpimxa$>1W@JQYEJdBku;YjGh5dG6@w=)bNY&$8PR!GrDU>Sn0G?7m4x+L$FO zx%S^Sy}{Ug;bc04Cg0=B$dMln4&DI2_bNaZERkUH6wtJz`k#E_WAP!*5a3g;&Ax#c zXWf(t)H*V#6Q=IeUBjzUKkh(K_(vZriADUPBU^Q7=yoZ#I@>f6Y~oI@70ah$*1?c2 zKn1_X2VsW(>j%%byauk2sZ)3p#|V+H;|!{Hch= z+u5U?@d1!qsDWYV%8pZs~vI>W5t09f9i z7pHmwug+}ziQL-Ug2|KEK4|e&{Pm#FE zE!=cVq^ZXZfX7-zxl_s-uYWZ<%`VyZW2D}t10HOD1_taAN+1zGgL3W(f-<70c)u%v zzvpNL6vHI19oPM}yj&R7!e!nnNa62vSPc+DZCt5{%*0%?o+;WiU z`)LI2`_GRT%v>NeD7a^3wK0;(h3YHwV@wd*9M(v^j{Hq+er~iiyflz;2K)YAR_$@> z62TkIsjPT}GwfN`T`~x;WyB|7j?{abxhGqwsBn{3j+IWlR#7FZ)ZULE&tu<0j^CVV z!+Gh9*HxLzGI3wpMmjfjuZj-LfUzCM9K+oGP=wal*m$%h!xyG$S0wdMUZ{a~r=mU2 z{)w!&*YiNTOGFWhlhqYDV~AUI#=76^l1>P8Vk-UybhNnm|;E^g7S zyqU(;XtTB6l&IN}`VBf#TkMcs3ge8}#lY}$+0JHepO6qClNbJ8dZQ8XARRZ7D0_dz z%Tx9rzZ2na1z`%C>z}Z*bIK}R9CEJ?^jkhFzeC3ps`F48i2h94lR6(0`H5A5w-k>q zCo+FBO3pdSfksuowfD+1@;bu$r%dCj#V+!CImqR*#JLD%e8S&7S(x``?F?URZd9$Z zWVpuT@|K0NX{B0$Tl|j${>dOJgyJ<(h_l{Kw}6trh-Mh^#|0^-D|u~UBw3u3bMCFu zDaL+X>BvVFyXJR|{=UDE%8@ubSmk&xppmFCPz1*VDO_K9@#2NrV=Fw+Pv>fsxFO*q zu&j{OF_pYHVuS0OJg@=aB)3MfFc)QB>y{(t>fY z)HYyWHIQ>7_5^*BGlI`EG3#1v;*gKtW52SGS$7uTVBp*#$mskrit%g_>C*_=J!XZm zGo-DT)+R}gJF4*-iABPWyCG2}@!e=ee{g;MB|u23#)tNR+16UKX4Su*HBQx?WUL~D zW+jN-8?<@pw=m$H;Hu$eXJA77o#~nG5ECItP{`>YeA+ZYw zi9ZZ{)mLTx!>mL8oS3@R8+UN}Fo^U}G&p=2ux!n|OLTd8wV^HhVwe#c8A%l-?EJN? zjBSRQKQa(U-weV>^yG|Echfb}dB8+~c^ro7@2-sJhg1m^M-zXL8~%Wy!ehRxr!HN( z^Swh^tT@?xgd?nXqZ@7uMfdaf{SV7aro;ZV`#=Yc#T z@4d-h9-P|wrSiAU+ zx=>05Z*33!1L~JbYiU+jPUvbbZGaT!7XM2Yc{{sI@4$QaJ{x8%PVgK!FzroV@WyIl zNo+WWigF2g)#?DGb35_)K*y+(7>GWNzK3Ed& zB5C;!+PKS8n&po_Dp@$(v~)$q@I=D?0Gi!2C`*VlN89e({+k^ivny?pWwGaUIPHZ< zkqFU*ed+lpNAKbTWI$@uUmK%@Fq|AMj1nldU|R8Ks!kQ5G6Ak7At4`keHFJM9_6D5 z{|fMf+>zA$K{(zKKAb3Ng7%8l7JGm4q42=Fh!n*hqnZ2l4<9FIIm1ro5*^dd(iBQ- zWAJoWEyjwYvaD#`x6TXp7Yb>&&1l6I54r+A+Mv_u6X3BrSn~$>*B?-K`itWh&-bXx ztH(7AvoI)Y|0(WTZv6?L2Rl;mRH*Ir-IPC1Ok;oJXzY8NoVua=8&BLHINccF03mGo z)_Vyj8v>OiuMvu({PB;0ZC3d;?XR0)m3RTIFb%9hg6dr1dYXi7R_cv5Vf!2k4uF%4qG*l34wYKaTB<3kOJ@ zS}P3Fy5pZUiamCB?@&~RuTyAjY;E^v-()Enmq~r%nCZ)?{LFXwaNz8$17tjI)gud| ztqtCiFe^bSl$n_s?B-!+b_fxaXL?8QAvk_M+@WmH*zyL>2Cr@rjjg6Yy}q7cM&Y4` zbC92x1b9E_7Sr)A@imoI$obkmex~xwfrX8h$k);sev`3@ zW;@q`swrmO&W=fbX}zIuQ43}1qV|^012qHyp38Tf8harkBg)79?rix_zyD0>%p%I6 z=TpRO3vtthZ!`fs!igsP5-nh{Wth2^?L1!o+opT!O7ZpIi0Ft4DweyHhr{6gt-$qg zd)OzcUYYK|DLotYsw{Ym$h6E-6zUDt7*A-I)waiA7hma(bsvZGaNHjhWk`>X5SEny z8D1-P6%7*r5+OJqh;=x7!f{SVAgRQTLID))+KE~;3IZ=8Y3=yvNVq1+2eHVg0=A@g%8yAadh04% z59GlHEk!%Tfw0ifPe|je|C$}a70jqSSUTb8xwWi4eyWnEqig_#x@J)mg@5{ zDCz84iK?uuY{@X9g1|YciGteDZK{-!NcCn0>ZtUAENDCYIP)kX0%w7_M+}}9K!>zV zd5=c^Wg+zC?7S{s}Q%4=YOY3~`Ss zm1GpghG*fE-u$Uco%{gO>?P&quF1CX;sj?!>rr*jo6)pZMN1~r)6)m}_|QzggA_Ol zp%fky_IcWb2dU(EZal3Luj3gJpTrYHezb2HZU^I0-cxViBxyw)?9-E?fP&DZY0 zU(cC8EjOg;$-;=&btoYc5_-+&ftM|=P`bc=FY$!;3C{Y9On#riuUi81vm9*HuSQX< z>(KKk5c0=Yy0c0{^5B(A&370TEcYgpXe@;vJz=bVrL4V|@D=$ppt5*lMxL)NE2#c{ zJy&eGnSH%%w(P(MnaCNfIQim6udjY(v35(lNqtuik=UMX=sxtFJv88$gP+0V%;z{) z+onJwf>s~i=V~-MbVLtTZkXrw@85e07VYJxUP+QEW834!@Wo`fZt2+D7 zBeuLhns(QZf^P5~1g*kwcj1B#8ywcMFYFGJDw8geq(nD6D z3wkwB2d;WdnxZj&pq~C){D5p_wscy`)DC-?wm^L(dfih0N9q}m{E=&3?PRW%z|1fsVq$iWX=)0BQnQt$zA^y7|t84~;? zlhnS%>Nw5FJX+t=>>@}37bjhMN_x-HsBrJ&y!ACe4iwUJn^idQACJE8da3yGM%(Kn zXwoNYr+&P6Q5SYKkM@|-yx6xjX`3>FsigDx6_V7}e_vskQSzjEx}>+5eNMG;=TBEc zfM@7DWm^}RECiu%xOyWy?=N?RkRi&VR->? zH|&K7cc*8i4569d_EFKXaU-z9jUe*@z?f4Wo)NtUva2rU(T^e2=LA(2KB$C)u7+YNWJfqfotXMjs7*aN`^lfIK#PV zbH-i$td{g^qnar{wdn5s%fIT7!|o0Eo{f9Enz^_q(2}c`nnz3|c**atTDI_g;LV8< z<#B2o5~~RYV;z#k7lpd9X|L|Qd&g&JWQ5#BqGyk%mjxRvUXpmAzD09H`k~u*uB3AM zm2D-Tj9eyNq|v%L2ve?s&X_B^)UUXLrTj&TN6mqw;X&6m#cJ-fPBA$*hST_Zs@Y8aOYWez{R8{+;SE8ed$u zVn_ex>GV)R;2K-#wxmtRx^EL;OQQ-by=0M{h?WUd(Q(s`7c>Y1o_Y@83Zo49Ot)>I zdFIGdI?5J8mD9E@O1aW1koA{qEPN6Q;GTj6y?^{6v$S=9 z$Q>~DejIwSGv=8S;jwW1tK;*pI$z*<)cQ0l0*sUCx!SZtcDv~r8OqmAkDKbZ-2xp) zE$?yimoqPtL)+`M?W*h`k_wH^WZ7CpeaJTQA}G!+#*folbZ%Ou8iL&o!Yyl7G=P8n z;FIjwVyk^Wx6{zzCRwHB-PJrj7~byxp23XfrfBG^idW$)ccWh-Mmg6OhYRF*-`l7Z zp>+v2xb1-DH-V}FtP*WDjR^Z^cSK*nehhTW-1jpH+CP^vce;&-hK6!I^-SP}T400P zzQBNEG)1c4`eILu*ud{-x@vkY+pZ|(yG})YhY~usOtP=YC!EeXJ%~$`H>8WrAC#zn zn)n-PfTZe(sy|b1@Z7roEp8oW2}TE#ebs;(;JQ{qF-daRyahe@$J)+p`;9Mjb;QBrlK ze@1(=r%k6TbLo?bm&~GYn_W(r>Z4mAdbv8-|0?^CU>W|w;r_%|v=(o$H^*+jrV#VE zMvw-QZ5#Ivto@2Z-w0h3oDeFd`@qk@x;&J8u*53sSxu{GmPG#Z0-w@+hAfW>J2Xu_ z6qV~q2$zI;7NL;>2}EZ6hArI4obA2K_gZv*0_z>b8#{aQv$Zuc3}Dn&)HC?)S*Pfy z)=w}G1$?z|Ayx?X`uy&3F6{dE{btdv(_eqSmtphtiaS6td59D6_n#e`;H!cNSN9IZ#II!#aNpNFNt(H z<(8Wct4K)fm%!#gMs`Q@G{OZD7=A@Rcr6eMPo-iTS!!p#>z+T|j{Y_E<4oob#7Z7j z&u`_avzq^w)i(MluWEITDNy?i^2*EmPx!T!fGy9>$^E6BrN0hzG4hzsQvM>2u=J}p zr93}3v>)w$e4MVDM=`D|@g(~vwPf|FoZ__y1o_r=m7p-7qtFWq1F9=OLaGmE%G<#A zHgr$9>=7~Fh1!nq+J_(@`Su--&Gb8Vd@%}QOXj|9JH3sS9Sb*zjx%QaBUs*7c%}>MQzEdmEZJ ziujy4bB2JRB6Z#F5oJJUp}R2XGU%?JQ&7;ajg|;vm1OX#c_!A7pu|X+&p$uu8zpAV z1|;Kvv~&m9H}KZ5nJ8R%7!&iL#CCOy>fE+dkcXaeJtJXp^k?YR=yR|-Ls7YYk}qL* z!Xwx`rU=TPiUa8>bdUEK?=OD}43VRY#@TS>Sw zF(h_;14RWIiKP7xL`g+}a*1BVJFV>D0MEazds+ngWU1Ikk3gOABS%&KuFL7lNjr|* zN?h2a`pw;XnAHXRQ#)l^bkhfP=Mu}Djxv}q=%fYSQTZ=+B5v+h@aPHqRS$O@v`fEL zR=$J{Nz0hisFNg&NBdDgm00D#2=q=>AE$soTBR#t+;R1DczF1?>S`&&VrxA|fY0!^ zRTCwCQQ2$w1EGOWm^`3h>+M=zn5Y8|x|VbL)G5ten-}D0kPg$`7p&^*>q!de%p!5V zZp`}B)$@P)Rl0dAW3h0~C8*9*1l_;?(tTlEjSbiH92m)ZId~>#38WEDFM#k(h8vSW zc@RP`nS}KI0;-a{`Ck@<5fKz?u%u+uhfS+^OrmIhKJJLZ>7Vc=QC`I;kW%yPznr6; zCs$f-iW1hScq-@7*2Hz32fQxN=F07pK+LI0a)00k3&{qlQ}|R5LS%~fnz0k^Y4j4V z{}%_?{J%9h$?OpYL7sRGqy(;{sBe^Ur(qv8Ga>MQ;G{dZb_v@)N-QK$bJJvTVg! zMBHls6R+kue*9ytF5!gSh*N?XpHT^o=tRK`Eg&weUcv;X-AWAZSTpQ|5s21@o8Ms9 zM4|bwpfQPQ8UNxIb*G(qcj4cDP5<6+a1BGXOV7k~uVLuVLNQsIupmMEXFo_i{v{`G z-n<#n3l<1A1Bru+D_(JNW^7?h@+rCu(SQiaKQYzmm#6CA{q`Kc3k=x|G$M%h1^iZ@ z2pVkID`xesVIW%6k{J_8)-BPPaa{HwUhnvsZE!<0AKnD`62%~fFrW?FLv)BiU4TU~ zD!#Xk8(@q4kZ}D00|ae=cXrZU2Mzw^eJdVQtL3%-?>i^|_(@``9htj?Q21ZyDxUwQ zs}P)~(8rI3`k;KiZ*R*%pP7I>dvM5rNe(!UMs6_R!glO!+` zRky(}KOlM@9?jL2l|3IvQjGwK;g@~SGF2fsV;dQ@NuTt{%NiiaVUWvNqiBu_W1@|6fU^dyWbVC$nVX!~wWyK72?beDrbw)qkt4 zE&FZ5vfxU+b!))Ad;4T%qA>4E8|0wSRmEw4x5@22XW8Dk34nSptM1cbxN{-C0#l zT?Kg9LEC5a~YU22m#x{TQN=bRmS%LF=CS3uh6(Sx)a*k zEF_>wWn)glV7!opVkDhk1HoG-<^GE&3E~oo>ueA)!3B}}768M>iNNh!IB^w7_8@r& zA2m$xu?k#@;r@#cD zs*q;is@|9HUIqchsI{S zaFvAB7iu4e;ED6icTyehP29fq`7z}+@w6IO6l6zH-~rhFzLqeK4@7T5S7MT(I?Df= z@C6<*f!U9gT_+c4;;?wkT}XB}W9x{9Z=_~qc5wC+i*EvAWZ8Vr?y+{6K_@hHuF+Z< zEM6-KS@yaxEO{@#wt(6PD#^t$s$%Kk44?@x6D=okMCDrKwXYkEdWz}{h3>d z)5*KT;D$kUBCWX!L<|CgCY+{7|1%|IdG^1ignfN|aMNCyVBEE<@n_X`iTzYcv^&Ov z4t!;}6mL}Zw`M|t4*Q#Oa|t)=?IF!2sjE8haeboP`i!uMzPkS^A>EO$^KN91=3ieZ z#Y%xtheJjxmhf=uNZ6GhXx8@XNJuRC4cToBLiI_05bSIWKi`I9_w9{=rMDZ#xnU~=137>hB<3itKo{}Cj=FUfp=`NeH_uQ#5#}kLsUv+p%?4JZRfeZ*kO$%)qROq~)UZZN)vLr=* zG}z-uR=SM^)@Qq94WI)X^8J0wK3Ol6W(9uDWao>}>BKR@mJTdJat5{cRRyy%N#s3U zj)x0&qad<{0B)_kD1CY(kh)d90A6pQ`*a}#!S5wk%VqNZoP*VO+H~nR3l||l0`JXu z5wa9g=={0xW=*RiAR9c2FQW$iksQen{t_}JW+&$B0?E~7lzZ2j3*f?}-9FUw(QU+6 zE1u2=XPW_3K73d0X35nS|4F4?b>$Y1PB(5gksH?Phu3MzQ!7D?UN|AOkt{nGnPnZJy z6$f%;;u8I3$H;XBUCC>UOWk!4Vza7t#@>@=YPO7)JxC~FAQh8mq5961L8alCzm;-E zcCI2+0rw=pP7Y>e2P&Beeh@m&o)1?-)uPX++cNBq-J0q_R#ZH!xYm5%w(R@iB*x#t zHUxI?Rp<6bYUoIWbjtLzfuh}nMi>6%fF_`~fqOFj?*J0VSB5V$jM5=t=IfpYu-ZpGk?c zUt!Fd8LPE+HTXmQN-p8b$_hX?#67$_35L+(H%)S$;PU{zy*zrX54tOTq= z%DkUN&>C>}p&t9xJGW?IE$!zod@cH$j|nA7Sex86O_uE0qxWE9KdXSj`DP(F4R$}S zv!0rmxy#k%WSnz2Z=l+pB>YJ4*Z^mNUrwbEe+V@q2XN%RBP>LG%i6Wa$qO{=x5erpw##+s@I$ z?HXelga^fS|FHfEcHd(1#Kg_2R`szAgm&$Q8D{btA&}s=(8(?@^DDE%Rjj3rg~!Pn zs4er7*P-{9z=?u~rtV%8U2v9_WS!T?K-7f<2NATRac?wC|6`hi)+Z=rK@D9i2k|bm za?T_Ej%PWG6@mP?4#cdlpq77s=?Z93Y>lJ6uCq-CqbDSpKy0QpkfX4-95*)o6ON&KQ5b-C^jZAK_XF9hUc)`qeX6 zBgnaQk650=$Q&4CRn+76_bgB69~e`(r}zR(0>b2UV9O~^CVHaJ-u3X&K4RejdTr<| z1VJh+BNc+rmjP2d33srWskrc6Pvl;4Wh#nKd1^k^cy#%qE+MTaQVF2M1SHlp%!l5~ z2_T2tldra2m1vA^>u+Z!%jEMorA=ihn<*woscSc`bCQh!2tR9b`kEn6tsHSiygFU{ zRbMD`5?u0{OL$YjNQi96VCo#Io&;4|R;r0H{Ryu-8`n&yS*`sEM zxQSyZ?>?p<7}&g7S$s#IMToCRGdVS;?cU|Ab9sbpY438o4-hlMiLI&Y-NW&0?r^yT z)L%-t(Wa$+C~M?tWKcwyBaK#ce1-#t%y0(OYng;4I#Psp-!$zTjTUx~_YU~VQikfq zs^lfE1{itheFfIPDpC%2Jhh@5to(4sjB%A*TNqQ91XN2N+inp+rd9wr?YrOql(x2J z^pf!p!IG$nE`59ra>=#d-vw!ompXG6^L2R#br_ag35QrRHPn-%N%6;nI1~A(4y%)k z&viw<%uUbbEuMjx)h_+d^Ww9=oTEz(_tn$i>u@`$OZ2H};nP>YKfY1te);6~p@4rT z$#HJ5smy)ev2p$A?75*{at?nsh7ZEOBnp!}h&mDV(M#A1sLd~oG>3p`$H1=*f^5Io zm;VmZ^a^+{QUCRed8(`cdN#-L<4?h)|M#H1hO7Q*=ZCd2l3TjIt?Pd~IbAjLO+c7@ z*}Hp`YPGy0zgw4KOiS*h>n$>6T7{b2UvtCCPRaQldzk~VoLVR1jOU-Wj#hWMe$BB% zxXnwco%4Sr%fHB_cawY@ry0b4M+51Ul^?+-s&O@Govcs?myY6dJeBlk;I4JU|LV1$ zM_(t9PjkScv%ljB%R%WAI2Mo&fK@=))522nPQX8CjPZPBzFlK()YfQ;g8<1GS__ye z(Gp(l@40aWQgO6>s%h@2OIqvB9|+q=fZbu6<^Mr1 zGZEbq_iB^j6L0ueMNH6TarbXm(h59gwf@HheiLXFP?&@-3gi{D%(b^?YGY)`#^nED7wUwD@ne)DX_StHoh^Cf0~$<1RfgG`Xw>is zasFVBb?PeGOSGx_1<9Ul>RHtNkzziqIb(0^x)xR>SA~2M#Q0KvOt5!bGm=xv%4K9` zrGR(^HPw;{sghaprSe}B6e4jvLJurXAVc20XWIsS-u;)nx0t(q!E#?=&@RvaG zNI;Eg1QTx!b>xd-${{f;788AJ2(?Cj*IIBnoMkI`QvA-+i?9%sbbg|Rg&r4bhp(-@Q(@!57AP*S`F_ z`6$Zw7!wPkyyhLgu>RIew}BjP$!Q^H-6R8x&-WTl|LqTqf^eyVf6jEXAX{?lg;%L+ z;~I}uAARnpe6}Uqf5%Y3tXP|WE1l=nNzbIors-viJ6T5%kaSM0i#b0`8h#d0Fa%eI5UoI6(!|*6dMyzz~4bPUw5kLqbFc^ z#ruR~+E<-Z(6!_22-l6e0Oy3_39>tR{aoC6L!jpCuPZA@)g_a?a<)=ZhW!4$es>|O zJ8~nOOhS==g?~RFcicNg$6n61?#V)Tx+IPpf>W^3c%un>_V*h^!Xj=IK>L8mU{_jD zZV|(0Hc~@{^n*W@6}md_IF4tf>U|SUf;5P?g!Tnx&S2!Pkj6JxqMe%f0s|Tu33!Xt za&eIEjT2Z6`?;mpJ9<4n%n6H{SaV~bQDp|ST65veM*7|Jxp}6arTG?(Z+RDEr6P}f z6~O)Uj7Tr6Xt~Rne9-|yI*#+?^>5|me~vX}-V6BW@2{8fsb56dwz9Rlwh=xFPhga@ z1ik=9CYhp?m~YRZ667h+`QXf?w7@c)gKBs`yiCzu#?yvD^qlk2A_%e1OBij%rh(Zp zVGTf=AFoJtohaHB;~s8n?7Uq#3SX!vM`~#tR4-H#)?MnmbLV|6o@9B|s)k?&Uz!=4 zQShIl_q_=;W1i6Io0txKN3u*m?KXBpc z@ohI;3Fg3XWSVBWCq?sYf#1F({@rlhFEW)_@N#@}v*zVfp*Kq$wdSr2r`u=~kV>GM zTsut6EK(?W4lgbp%v({P(5qo=E8eU?YKKgo+%c;s1Lbko#2Q=3Z;I+IZt*OtE>k;x z2X#lQ4+z3Th$!CIF0bqy3Xn4F(ZF*t(sq{C#golOnyH#5Xdo`uCGPKPw5tYsWfO4{SM?f#@jnQ$zRV%dV9myBSQgB( zo|$6$VzYU-a=(jj5@E-1p?LuZFJAS;wEnQt5JBs<0^WEhjd7iCKK+z8Ud>G$rc|X6Bf;|YzfQp<<$6b2<{75{jWVm9xR9!4S2spT?~hU&$(8;dm24Lf5u}J z&Xyhc$l8yDw^B1e{it%BH#EXW2r!zQGlL)m7U`b|$>qd>Nnbb|?h%1M|5{ zpo^fotb7((=-U3{12XlH74JW==tS~Uw`SU*0_!&zk)I!zeL^H97n1Fdnd2UF2VDIZ zh+g*gzs;l$AE@A~?g{difROYs&8T5>Ldu*dV^= zKFj@(<;gn=R?Lu^9qygUe{q@lM)yO`a3b75&q=uW5qijAaTCBK=VQboU}{N0_{p9a zCJ~c?uwl+UP*l5|hIP0I_ksjxrr$?=Z?HBz^{?~XgU&eeXE=iow5tyg zA7*e@*F6RK>(2v0kmTGJg#jf*6`NvoEerWRhRA?AOaX69q2@lvvl-WWc4C5X5X z1K7^uZ79Gp@~BP{2P-?$4>eM=|+PoWO)^A0=EZC&tFN z&wB<_aeF&TP;Hi3gms6zP((EOi|dngQqZcD7kazZ_W$r?}rLN3A_bNOF$ zq+7B~>Ci`X)c#U-ZsNz(ko0lULfP`fg~68DbrwA%uMiB6OHU7NY`pUBXZPqf(Bv=c zXKR^t7A&2M*~`k>F}VJ@QLIq@KYk*vGv26S#opt=ob=Y8Pi5n}g9?eydGb6lP)Uxv z;vng#aAL!^({$2z8io+&nfd;|KkF94EVgX}u7Q5bQGy*x{Qdve@%!X94{mWisP3mu zpCPl724=vmvT)%fpx03m1;2%0XK+Za{&4YD-M-hO9S4QVVB zy6B)i!JW~rPI>_@X{voukSG1fvDQPc73^$NbgdlMriYOlNZl$m{0;y31=-gNn;~g0 z7irc$-SAo&Hctd;pXiLOulX4WdM-PFRt|}&QA@hPU*50?DDZng0>(WDRoxE#kxRhD z`=T%~(C+6|Q+j4*MLa_nG*XBA=3=&De!4H6i~>l;_$BdZFs;J!AT{%YS$ZKxEUp}Z z@=*wB8$bpb!a8JSWM<6;3WFg`UkB@zp!wC2i(^(o?tNVEC9U6<9QR>iQS7|y0#4U16$LLM?PrAx{Xq%n!8naJZu+OJU^X!(%&OX^SK{m<^ zTJXEip*Vh?4T0JEdAL@5EyP) zS)B#R6`jE=15x8lW*ezK3GyC1c*4vqX_~AQ$-i&^{*4h45%i5*F^HTcM(|qoW86eI{|il%$_&dLaO2n%oKNGaGT1 z7oC^B(`?(e@5qsDj*gB*D~5yKMND%iL`!{9bpyUXZhS=oP9o{( z=xnDaDDR3jP*>l3^XA|x_87?rW8e3JUZ-dhKM@lf%QkvsqnfHJeXL8*mZl7UHn+`~ zJ5QQnl5M{u9J2ec`tvt$6q;0Ewh)VF^?ZCvOZgagNb|2>Tj@Vz5(MdnK>Scp@dn!P zurPWv3yYok9jPpV!NCmq9sD&lHT0u=vzs<;l9Rg*y)81mpFaJqP{<{ zzuyF1A%?8hca89`Vq#%=ggFz3MU3i%w1gw3`Hmckc=_^W)%@omIhmDFVKkj0VZNei zQWtw9FE4KztN!qar>AGnoSWK;()sg`;0mO6_CWYK5NINp@d6Tw9N9gakA{gmg`*%e3~3{b8~h*U$@ZH4-F26zJ7fGYQLla!MLd}Ps*>Xw?7aQ z6y!kYGCcZ3?hcbO4-2W}57;T8c*;p$nt=gPH6~MTh4jO`vm0*tpg~dfMs;D4W%L-BDv?oe9uVMsF6Q%2_8Afo73>vNGN7}0%j|A+_* zqCr#+!$_+`0s@SQ4Tm_ZO$%)LZ4;g*J<5_4e0RRo#a!{lm~u4$kTu$A8Fwq^5s|8@=^(3f=lY^2e87RtKB=~l&W;=#0lIAODjN+?fBsCU6N_pCW`+u6n!QV_d{8%gB!z# z{fAr7UgC!~lOfD|LA=$p(lA58+q>9&4NXit$Y+u(r`+Cy-#PHWz!`{m3jOt2oD`QXYiRI5S^N+)*D}|1lA(lFaCpDG zBeh|Od;8{q&3~`*d|zG1;H2~PpL0u4oDd4fw~i*q9>^_UJE#TqD`otT0Eln5BbX4U zsQ%F>SGszlY4I}OuV3W|<1KOf{-EiPHotFQ$^ruf+Zxy24a!M+>rMQ>a(R&J0wS{v zY-d=cT((1!-FqiQ{A!LB>&N{3DF{uKpU6j_zdoAdLt)a0uu`ZS0#ZybcpET+;OXh@ zox%z~B*Gs_eIR^GoY(Rpuf^X~QaIjr%KU^S0OOG(M{by#pTfo&4%;mgM`x17grwz8 zdGASO>6%$zC}%p$P?9|eX4tQ{R4EtsI}I1>>5?I<%7(`R(bA)(U76*bMdkBYe^x}Vkh zOd(i}GZ4v~f#4n(==dOUIr}l;`OdH{dTlw@8s>if{!=hL|eyX+b)K#)q+cVMR^k!Gi}7yxjV%|7mq;Mr}f?y?c2I=3ysJ z+HB1R?~5`p@HY8=_QC1of#9>RZJ{ZOFTSX#=&)`vf<^?9gS_Y5x@V@vg~(H%&M%7j zAW@ZLE};k|@_8e15|K@t(NKXJ3L4sPk^;W_N{EGo(jefNA0-FA8&+mR0-uDleh)2v zn4E3i#Cz}l{T-223CD||(!;;szlaj;b2)zJji8nm&DM{O$ET zK9aa3XjmN%%gOB{-u?zn%mp6ME5hEso;IPVFatBlY+Ce^Q&w7IJX`rKF?0g0+$RNR;}pBg`okKGW z@1EcPJ@1F};e0#i(_t+ZYccceXUARFb=~{pa}6aj;@iX!1d%B}d;AiDutOjSYk?3S z{73BH>hwwaB*<!~{!NCCnwj_AHn|JosmgAJ-_j);P@9qWVcM6i?P=X&K`tfQ0kPqNzlowAC z{3Gs04s@TDmG!3iE$GSP$B!RIV`qa;pM7`%-NJldh&Tj%%6j)H)^qSFd&hk!5`6rQ z?*D)I|BDTqv~PfpQ{j7@a&lkS*KK%dR2^xRz&ZSE6C@=jCVr-_-f2hH|635RmFjb5 zrp8FVx_tv3I4(Cvubt^92^{Kn4RkdRvG#EvD=Fb11fHv@sqrO0#SFlvppccXo{rzr z^(YQ|frwD_@^8og9PX&dx7k1*QHJLK%pv9fMRUNcj+M2hN6_vB?GuZ&f7zctL1Jl{ z$U@*GZ?fv&!m{nR2gB zA79zTmh8FR-de>;X~}5cro>v^0A`Tew!v?@Y%z38;a7&tWOOlxX&4V^YCp!(C^Z|~EzdOeR*MwA#F!Hw2ljDoThnOo`d|odi4}VRqIKpOmiEzO3nKy13)piJpN0tKnSbfa5V;y%L?LF^oMV z0*#8=+S-myVsTo31Y!HHw6%{*>go;yol5CZZf>v}YsWg|uGC>h3$Az0##Ym)qB>FE zt7iII&d8g~e2NBs{fr@UsGaGv??DA2qoidUWkc|qx7%dJg>Nn`_ge`H2Gcmzo}Uvm zuk(bzZ?(rQb*(;SCcH(UaB^uj!lCzzRHs_VJ(bB*VE7w550qrE=f#E+vDVgp%^nXkdj$thb=GCOHg%+NQEyG*}vxy*3^=J zgP!01an?0e(b%;-$KumJJlq>RnfOI9=jqsG@yg_AA9Qv!qKTZgFFP2J*&8a<;tV=p zrFE)X#5cFFIA3PDCTtZMlx>d^XzrHTYkU+%!{@X9ErL$?4dK>!2^%jjX^4=;-*WFg zW2?c;PZL|K;S5d-Nd``4)77>$=O>RLq(U1C)ea{n?%g9HhBX_8UjB3vGh(o+2O0x<+05{{5@@UAI?FCBR9$LXkYiMN5GTJ`wGWWoMm%b&4L`K226BJoiHy8+&U+ zO;4O7KZ#vFes%oBQ2R}gkPh!wo2A0+uQ0gDt5`Ce>Dmb7pv0qK<&Wo=w9MpWw-wc* z>GLxNs7OQ#;s>MM~%bHhH4*WOMP*frfwU+3Gs^f`-z z=VTbtwEyS}F4J}F_&~|d$%z~{aK@|s#3&WNzwa{dzb8l9en(6!v0<+{-G8^908CCc zJ|Q7h+LJp+Dc0)h;@D$*GA>UwdAQ126S5k}=qWdApKS7%C@d^g;!_F=lCP+!SXo`A zq@r@Sn=c-<&&zXJ2$^b3`sx@|kH72g221-jJKGzJJcJpTEf#WVWqYy9&XO`NE+Y8K z`CM3-9D`DEPY9SK*XVJ%aj%l=wbo$kM3#ng~)#1&;MWKG#>L z30Ya1mnSD+29ZL1Es5n|rb`l3GreLi!R2K8Po+R5*AGw@~ zNoBpH`%O2Hso(g-YA&=`fnDvGKMj9fwCwRGM(L0jizA7Xmm7N-TjLmwPRP z)wUz+qlHvFI>ieyGP{^FudwLKteglu?BVo1`lqBhb)4q}63GiYdU~t!pOd~zMP&=` zX<=yno*qG8;c5rlldQ;3e0#D%bsR%K^K%JFneX2hwBJq>6(S&HR2BKzZWiA34p-zc zz8%$*$L!UZP1$QYbpsnC;&)^N{r1@S6T>9q171fj2^3J)$Fp)9o~KAN}gL zN>YCO7o?R$Af8Tkeck-ZpxWkviVCqi0!D=2j6wy_2pGf84wkXjC(2mr z>+5+9egSjxgZ8gZ;mfC&8zTjpiDg@E^)7{TyzIAbr69E&;p7Ywf6~OPpxG7{VUhmJ zNC)w=t39(Lo2qesk*Y%vnour!?wIfr$-IuX5jDobU!e3{d5qbngHBpxatrExb+xFp z=VnJ)3%VDMK9O*0Ja`K6(vW!1x)Q`Hpd}rrtBEvl64KIoEt8G#6(h)*>ejzUfp-KC zZk4sfOl(;$b$kS~{H@Oxk{2XG>h7_N=wGdc2Z?a9&Hd^xo|Cy>f6eh6pqr-K3B^x=}ml#qj#|>)iZ&x2=-e!~J#&g4pwsEcD|S zFDPqg-AKTGWO$ChhGj^JND|y>#aLIzM=Ggn6f%tJLCe`vRLw!s%AKH=scpNO%rn#X zOXeve1mX^Y&RY}dr&3Z%@&f$iwx=#8Xw9htG2<~nNGzLkTn$Z zX8pf{g<|2gEVIZuHEntV3oUK30Gm~9dQH&cqLs)F`pW8gQE97~_s(1R)qume;}A3; zJCcE&XQ?W(E#~Z`(G>sHalY2haz5(Ahm74@P~KnPCdBWYP>#vgVUvoA2=V|ziU>J> z7-Di$6pxlRy(Un`JB>=%dCu-+#Q)StWdGI5X?oz5xkdke!Nv;!F0}7MDxdng1?^Ab z6N;RS#Yjau9H((Z-|GV-nQma?;uFI$@smcK4~&8G`(dLj3o{_S*lz(*I=0Aoxwc=h~pgOg4KG1N+kkPU3|d(aZ(GVeQ7Uv+`}_@O&){B|6)tf+v(h^V5E4pVUxRV<)-_mnH)Y}ahL4ZmlC$|Q?oPmB1b#+#%nMU3b+6U z5&q1F?sJZv?Ci$|x3-}1UcW|&7mXEfFo^Y%27O{+xsm}w^jgjWK_UY zl;RpM79y|>*vC2xK>X@>Tz9Bahqx^QNi%YyrS%gZ0dMc%f_jP0&#iryh|V^P4jlt8 z|I|#Ri3N34zKy_uS5h#Flcs{B#y@PUgzfAHF2`en4wL^l9ch4nOoQ^c%Mvc{u0kVN z;8?%GA#x=3^>h5o21_dNDVrAb#loBpVaH6N;85By^NUaRy74tmoij_djafJb6BjlB zW1fzT>i6`jbpmCnNUeH?&A?ppSF(zV&!3++SOR1mmji~$IlMHx4svHjESaBO*x%=U zr&9vEH{II{qn3K91)c^5nd>w%QN#E`nP_{SjGi7r%<%8u{%!-JSpn6Sk#tXHruaN6 zwrs8v?98)cU~7pWosXB550QFnaH@SJmXbn*#G19ks1;B_HlxqnkAU@z(h`Tb5oS@G zY=?f8;fdY!Y*@^?7G;6EMM>?maT3JG-{CJEkK_R;uDQpbJGfmS2V2^{)q>R^`g0Pd4BhPwP1TTeh_Bw1vYD_mnth4imOavbaaBPh9eSOg>GkkJwoXLBP0FIArpo;Owx)Y z`NY9s6321ari6V1;^}S@4uVG&$_h;RQO46m)vM{4- z5{KO7R$$@(O{h~UYJY4TNIf9gK8wDDx6e4YZ%-knn;X1R-BE!^vS=oQdM}I(ZnB6i zywCp53QRtUU(Ei{*ayq+G&~f?toN3Cd6$-EA`84hB49ssYE2XKZG|x?oGzAtzkw7n z81du&*$f;OLV)-p5PVJ|d-S=!k)hRdqRku5g#w$Mp`ndKXTIA4C-tDD+=q!EpwE%K zGz{8dDHIC5Y}4S@?gin}I3M8Ve$=Vv{f-?TX03v2iH4=rSw-Ceq;tkds4 zUj*-7Im#(Jy;0%L8O>lV-wYgViP*iq_Nz=kwfxdjZ@Y=zs#8+?onk3@lO+xP3Q zzjSlU4)jkE#JVjS(*3N8%jeRo8zzclw*1$sKkE?yIe&JxLi_Ty^*z1pJy@=3cqnK|S#0ywhDw)O!|xenbm6Q$WWsXnj%h%ShB zw`^{wjOe|foOKDCs`l@>C+L=2FUP$(WKp8?UI9$%`8UYtHVA0$SM#IV?ib0G!tQp- z-QCmtshE@Fz-t}Rei|+{$daPkaF0DjtNHPh)Vr7idYFv8V7nQo1mjpBXX;H4YBF}8 zGr_P+j>I7a-#oV#Fb1rdVKaV~n3#HnVr8|fbpWRG^70m>`RH_xAV`6fk#H@;!ik4Z ztib=pHJA(K3rMyfwU48gXz^pb+WR%BYbSLZGEknSJ%XZZ`Jmio@!`Dh z8dJW;*Itl240-m}-lWRUHMVREyDQg*#NQM_y?;NZQUMm08&g3SZZ_(5S7VgPd$#Rp zV`Qq)R|J%N>>M1zj?7IZMWqlUH%nEU*}9Wn4saT} zqcwYb)6WI$A)Z4Y*+u}@XML7G>G9Ge@fn1JnreTct<7S()>%_u|2B9xwkbds9vj2= z=+IC&Dg8r$fb1tq<+knX=bR3aNS?V(;#h+5G6@#%ZN28XHIZZ=Eo2$6BizwT=hA7t-SD_cORKw4x3cmEpoF(w+N8muSD}Fs$dv@mn+yyLjbfnUU1^G= zs&>th`seroSQm_zCBV_SC?BY6Z1WMb9i|8 zw$`Y@>+9h}acLq?|0RgvSS+S7#3w#??yatmw0!YVbxE$*bi9j+0X{AUvCMKVl8mra z5zact<-eb{XX_J!t}d{K%1jh=%8b=@baeJprmC!|sHh%wMKY~##wkJ$bJL9yr0z$~ zIZsy;9+^7;(btYz>FWBODvH_0~nTi}B;&Mp0u6&4k`&m;jXo%I+|$AE{9 zt}ZZId#-W+rBC#dPd=iM;8)VH|iowh)xw{}&iEy+V*IK+|l(!tnri9Zp)rj;$C-+Meu$HTm~< zQRA3yjjvu|6)hnzC%?8ZlntuBV|$1pr`aE8&>*4lq~F4^L#Oce^R;v&D)5r;OH$fM zi^qoBN>7#uiO7_PDHRbV(Mki-_QrUK7un31VH-GEy9Y++=u-9L-xS#?*!?Yh25DDU z#3cQ3ElR|}_vUYUt?hBlQpU{Lb=g%ciHs6p-gfIgl!?!+fu;2lo1d1Qoe}NRE;y-G z9>MBNDO5_=Jbxsn8{mV-Bdjy}%ok%jUR>b&*kU0&(+`5=+3!7g+_4xt$k%_bN-*JU z-=|Ww(sw072{Qo8uj>#$T(EH&=v&ZMeWfsAvGK%i@Z4#P=;4GQ=?Tqlr+LLfwUn>f z0m&^NV(9+SttAOmL0tzXV$NV5=}&Ll3Ey|ALI?;ScK0=}CL!Xr;vW_BB#~W8?EjmN zeGB3$n9{>AY*RU1SLnka0T}~x&{S)#(k zY<}^R{VoI;&nR9UjOSb%&=)VK>N1@%J95pe_}?jjB7WRG6iP|562E@>!Q6Zv&=^L0co*r{a4SPmgM53|R(^Mql3XIS-i*$nXX;O^OwgNG z2=3;|GdzeQ^Xg8|i=J(sd4d$I=Lrum5CyZH6=OyHmtSr@($b+G;2`gNnf zYo5zQfh&uX6p{uqH?rz#d#HKWIP3IFvH|c+yJWCWUeyRVuiW29JJ>`zUt8j0x8WE@<2$6q?LeAM0;nDZ5NDcNS8& zNIQ&;x_(fEU-I?}_4516w_Q)9a>`BHTJIEyM$lCM_~v~FoMp{}FvZOZMQD5I+a>~D ztJ_G{IyC;sb}XA3dXmW+&zj&eWz@D@Ov59@FY*BKWhG0EIr34>4+B zo<=pCw^||gGGfQfS1V7Fv7RsSwb{DI-^g_7KF02EmCE~1-YJm5YxT41qq)zIpWH_p zLXiI3oEvI->Hkl*R0=xZ4Y~WOJauJFd$U z`IcC3oo1ZYeew2+*N#2`%nmdRWNZvNzD4GUksfcoX}COMeWkMi;WT$fnp#M9L;EBjLygHT=W+`W+3MYL;? zB;k!eaqS?mgP>>&CJs3s8qQllrUqV5R~I(!g^95&oYZ4>Snl?5tMl2xnJl}~J&PJf zbQcq82s1|ViW~U~jNz6IdS@7qm6dz1Nb)qRZ}ASko&G z<Hsa13|>6(-0(dh?!oE>iZ1!{8jbVpm5D zIEQj`xusD7>aot-tr^3N!XzU9BR>@|fpg%v0m*oYribE)Z^J`E9~kN}0=Ky38~MTQ zDdlSP&v8$lap(fooM5zVfsjD)&enX+7|xjH2QJ=itAtg~+%p&foV5#Bu_(4r))Z={ z@_{O((s)la+Qz4&{+gS36!N>8m;SeXv2meEfBx@Troow^BQ4nUmFgTwFP8VUc?`DG zXmq> zm_7RtYUUfxK^tTJ`S?v{wL8qh!hjH8<4xI zyXMn4&F)N;90XF?0X=bu(qZ?kQr&gKCD#efgco2_ax+0(M zh3@B-PJ5VY?H@EUA?+&I!3wi5D+CT*FQQkHczIniAiNfi@i(2QL_(zw*QTdNg;=Db z*ZA8!)4Hnn3NN|wThC?IEa;x{B>~lP6LT=;n22Mq>&~5`2pwHCw&k~2x%Lx!zheo8 zP$n#`*xqeK$)}IExqdK0r^(x8dGVux)Hn-=O?|GHvo(6RK@lVX@&HzQNPl{NSBXJ- zm;&(5NduU(R14M+`){I((n-6LD}zK+=xEdplKp|duXqru&#gRHE9LLLe-P8iv<;i{ zeK>(+2vTogW4(zDMhk87|5iOp8pOqwxCX&^VeC1AI3f8J>aq4m&WhPYb-(N(9IaMd zFxI{}^CaPojE>8$uL{f)o&iBDmr&CH&Q^m6sx$u`3->tmNo4Jy78T7+~A&t>In^mFU~;N8Y>gS2PK{N zP3l(1f}KO2MArJcpQk&_w!F~l1vwD0=?KkMSyN0H`|}YI5xt9u7|Bzm1qx8|LQuP) z&)H&x?dT86#l=M+5v25|OX&W7>g6SF@i+P|2S<2aout$64GvyS$VIz!RcKz{yzv8z_vn`SbAK$s=Qwmf#(t6@Z;n4{IP_jT zsdv?5G8{R-4FxG* z1#nC?G{|xANn00P1TFrOj+Yp8xev-Ih2fLE?ZT9%jR5L3qA#|1jT=+CyPshohpnyc zehNme^4ie{a#cU5F3%6TSn5}k4D6QqnEugJ#Ya5-lwDjLK%5fb9aK)Cr*C*0*s&g8 z*EJj2C`98&Y+u8omrY@+?{HhuMTM@AR}jioR-+oQcQtk~@O-MSAigK$ggSiMJa@?F zPjZSq#9E3c9`z}2L-pM3k|Hhm1(>>3*$y^iY(Z8~8W7wMPiCA6YHMu%v7Su|l4b^@ zeVGIHAMiIFy@b$!pH9fgfURW(53K*odEF8uCt^MDW@9+-XnTq(B-z;Sqgi|S!FJVP zd|H}*mGdScc_|htiAegjaFp;=sm{n`ZE5bo?ZGXk%b zojbMcwK}~oCh)LLt0t|g9fsobh191KTcYq9Xk1cb_rX`bkJHB8hab5>W2%Z%*Vy+S&}%&Q z=Dz~1R-`U?=9eQt3xYoT3k$y{C-p9lHrl^mtN*A4OJ7=Adb>zr3IHR}ZD|M)hEgA9 zb~qFiT82wFKzbg55eorP^hBUcG?uAe2687`pxU@5@XWyI z|0L}O0UHp{GvXN!Rgm4@Yg+4ExswLPzC=$RZ~pM3hiaYXdjGf1oFZmVv)mQC78{IW z+iOIULqPQj`G3->wtG0U*u}-gee9>JH+q8XUx7@8Z#=Ll$f?B7$3r%r*V&I=m(_J}d_yukJoXr&%0DyB>gVv=Q85=3ezPZ(lyf_`a<+~M3(SVRao z|7~4}JkfPg%962xm&@_puD-)1{E<$VwCVQg(w`(+bJP9JVO_2x#%9f8GdhqQ&iO7S zXm<2FMya*VN46DQdxH7D9Y>Yep1R41@4|hE=j%aO_~AE&yA8w|aE_X?2e{B&gST~m zni$5NqM2k)zBKKw^d!`8l{UQnPkr+x|_vB6To2r({4CZ_CyqO5s z{#g6-+DHI(j9Zcc8j2g}rusd9Ku8KH6KdYM$Bie5lRdcCZda5XT$Ujm%4G_y3~OQA z${MF!+FcA(n@jCL?Hibqj(`Uq$^?YR-Yp4txqf{*!tqT#QDK>2ASlGSHmDEAC-S=1 znJF;ssIVHog{*X$c!+Sy!oU%|24}}|oDdSt77+=%{NK7-bxUz^^!E1lf)IgwyI8huJ)?L6^{6{J%fEJ+6DB2Og zCqNg+TS`t&{C!D$B+SVFqujZDQgZw$3E@KN5jc6NkEPkd*g_0CYo!;_!H`ar7#*>l z{cck$;lfJyn|RiKj*9^A=Clxs%6rx%`1qhsTClN=>U?;ee-(Nd6awJEziTFSFJUqZJO@Za2emD3?&STFaFLeKeIo@g<=P_m(OS)#{y_vNWiGz9aNew zW3O~8-t^p@_gN;x{I;T48<%5bd{75nwj=pueEQW3-y)bg2gZ!j9kBJI5kyS{>7 zAE1zfB37`J1)<=Jk*pL^+nX4rvdQoGdwKciR1xc&G&;;*=7X;T0hKohc(_5(#~`^? zT=n*DWhr4aq@j*i+oegF3Tj9IMp`V>?ICZ~U9aJ0L!2wf-u`gal+09H_}_qy1C6`U zGR{4Hin{NLkXn>#yO}3$ErpthF7CP5vM$2mYy0)pSuiv^zveZdA`=x(Nmk?;7}fdb z%6g8XwSYn160FGitRyiUc%auOw4XpLXmUUR4Nw##J8%`Wc-+m$?oj*Z0=PMeE+9xz{`!yt& zClkzkWNfdCg2UKL?N=1zwrs=KggAO-fo1j@|juWEV*XU z&Lk-p&!x@9L9G0R$o{}qugGr|5n)c;A$e%`bD*_^OuDZO!mM^0NYM>jfsurbwHJh*)!DNG8S(b(>(w`6FWWLLYTx2w^_mJi_4P!>}P7+!4igP#;3 zyEblG@Unp;PIf3yT(_VIDlsW>sj~iqS0*UU2}nRff2*fXObUH;dy3abNmr4k^-?A$ ze(QVdkpj^o(W~&P>PgXNdL-F|cS9zJkh)#q(GG~vkh^bvYquwe%|@8DnL^JzMs^_f zaIrrpEod}gb}-*qVl0PSQ@DZ?rpEv&B?@cgo04TW zoY+ALtO;-1?mfpz(S0cs_Hy&PDHJUe09ET3d$OYNqW7ejLz0u5VFrEhpR2=wiNrQ# zqOrl|7*Km_TY>o9o@bf&PU_DG*RQC&b&%$3ga~t&*oQ*n@Cu)@tMrMomeZ`G5`4C9WP$1H1Bhq^%y~WC>`x=_XUtDO%>O$$}4=lBh+$K@=59*|dB?rIiF0U3Afy(Grm`;sh{AQKGPJrKWL0iu^ zxFMRu`f96qLHZ8>nN`4U%M~Hsa%X~UWd{q=_Ezh&pEVg12ZW%a_aU|mxSDHaA1eH} zs(OGoUoeg%P9ILmh&%ktY(}5Izv83IY}AKQ z&}l0T)X9@Q;1g~ER)TgnXE2l=Wz2`=w1g6A?r{hNk7CIR&vFV=TW0xo-JI3JC}7#3 z#I$I8xq3^`^J~A|@`XsLb=xNr8_J2du9CG+dF}o4Jd`RoZZPs2KfPnOyOmz6fd6Nc}f(P7bH0b?So3gYkorl(_X^V(Ub(~s zfj!vFYg^yi=s%>Sq}w_&pT0BT)e_)`($TGau@hd8bce?CY>i`*JIxnMgS>^jXART- zir&i+3{#b_duLlzFy{3Sgh+efKiYR7{o83wXoe?Z`IA~|0X`_MtEF1~;x_dAse4le zD`F~rDpOxu(wTf^?jIyUtNkrxY`1lOPPt8IJeG!eI-Jt(DcoBv6d-Lk1;G-kjx1AP z3n{VyP=fdB>g9la5HqN~oGuPIny1fRInt^EUMUaKQ^HFNxvH?b>A*Nghr>3hw5Lsc z#3%C#YhSbKx}$zCqwjR4*;=!WnY5iy11o_sHM(72Y60I4>yaEZFeM(*=})sAc*6L7DFO;6I+-`=S1pd#vaxw2(gGgtvQcPkr(vi6WS2~G`3awiI zR`eJ67qa@UKX$Dx7M^QX@Y^#17C|=+_hO;v6AsRUhf>h(@U}3x0%7aD9sa^m%|nly zJCTT}eAyyu=B3KYx#v?tCd#TFmNK>ODxX`uI7c4uQfhDvn|zsM~o8 z@HY2<{=2(|i*4$)aUiBV2$#xQqmfqvOtqwHpxrJ1DA(lrSUhRP zEu%*LM8-r|w2+7m{X{&dA^!$Q<7ZuWtc4yi1bq^up~TYIbB^=l20UPPr`O4qGkI$` zr7Ng`?N^R*u1Jxyt5`!ojiKJj>DGE|`auNlx!*sC<%ffwrI<(Dc)sV{HA1J#o!8p^rdsgd3T*3Xd-x&oVkFU=dB^S5jr zHmD?gQk`2vp6~l@Ig>Sy%0{$@_FEP0n2*{5k9mFvdYbQO#e!fAG2!r)2yS@7@t+1DRKa$Yeqw!)*~vT8z&lAG$j86)8Tl5g zoc%P#1i7VdlJNQqQEP8>q9-d<3ixeccONG9R?A4Pd#Ra9B^}@cKv!auiO$t}$>}gY zbgo$vXztH%>ra&BboON;$am)*_Cl^R#{vBK`d-ofC~JP7{HJy!s~vRV4?qhj=%A}H zx>XnfD1&Fp%Kuu9+d*^;!)6OH`UJE3m%Fe1hf!?gnxZ#7ghX}~Yk%tf;2{{u63o_c zZe!D;^!*_NdSTY-kpacMd))7V(l+0G5SKP1B@2HVnnZ>NX@zDuWKVUaV<;h{+ zbkl+QmEPP)R0c2Z*GsLBub)8(7w?pF$6lK+(-y-FmFwg(6pqdwxhSgLuLl+$@Ox3K zdHRU@GU{YRuyRqzBnM{lx7MHq4>su0E2U*u{M0DMgqD&-fA6ey~_bsJuIX7wCFa7PQ?9 z?;Ou45&h`srZ$mL@5{0Ae&ew;Ykl2ZXPXs*zsJbOc3n04(wvdJC}&vM1&ewDN1lcr zj~;j=&sl)#08K!UNy&J26S{AUcfKkGNPK`5sq`5%H#WWyrmgVk0xJ4ZhYtmHs-ZIl3x6E3h(( zn=@{3jU>F~-Me?w{4t{=M;|cB{JE$5#k2$MOq|mF=6l8q zJw7qyGVwTsE+aY{%PZ6Q8F*>AClJB(;xg6*-DVPm>brY+U9)5Ykvd7G0CIt+DY?Qr zdKEay$}we`uGDX_=Ua(e19JJ~sB8TLfnJnlhh)DmS?#J5$#~;f_|aRB-Rs>T$Z0c( zih{zA4sZtneHVdS6jEr6z{p`wMj1m0s3zGXyX)4B3=~4d8Q*j>vam}GkS8VZSAJ;p z=BXH6ZVbuMdDI8VlU)wh=jetUbj~Y4^0$-M^;5P2ow039%I;w~MRoxMiXFhB;r512 z0?Ii|t6uxdiv5}sSRFna`0Ix;--IdUx zcf%0_vH*6#)8l5;Rgl77v8WPbtegd}X^c7f5kWCoZD1e+D0QdrRWF}fqcceijGn>& z1|HDM8|xpw%=r<7rX2|7~UI*d%r88BKLVm2**@KTjkU7b=cwUR#2MlmHH(&z4!k} z5xWK$HEc}q0X1MmhHgcYC3@hT6g8pPJh_i2z!yYRJE)GFM36d(ou#A;@tj~4@7@x{ zglcsH@x{t|x?wxQo;U>R?N;SD(};Z*Zt^JZrUit9`!(*AYqsh8Z7g%6>P@oO`ETDa@%fq-?CW{EJ1}*f)=(+(~ zC+x1jcGrvC&ipt497{~#*bAMV0>aK+vWDWcv6+|achwQ!>;eW4Lg@2jEmQya&aAxv z79%E|*!<~IxVVO%{kjUFz$sdg*WJcT(?{v7m9HkXk^wFyL`bQ4_8djWs|7rz2efp4#V0!li15nA!qTg~KC_2dGA{*#jm~uc2FjCbrWWY0(S^5>nanBzo$1r}+phjuGq$&k zqr6gea{l9)`6mCcT0ov>rlh2(%;Yr( zLx(<7VwXAe5#^KJG(GM2u*F6I+%vD5rknP= z5Bg0`sP{5F0Wk%w;6$!ztjFoSY~o#I}@PKucz$;|_Ql9Ng= zxIV95-H+oZP~A2^zr8m-#8P^-pUW%6`O@eV9;~1#cYJGWqO1V4uO*($0ny3ObL^F& z$G<0S`t5*b)Y8`O_A(>j#WT_OF|alib3K)mW(&Q!7m51-P!s^&rcj|6nDKC%L0G*9wC6v)JLkm{mq5^B+s~-?&W}VqZB9x-}?5LeEbw zM0d3cdxmYjG0{UgQce1sFy7mde|Avvp3#87MvH0NpK|f`w`B}Jux7Q&*HV;%HO|e5 z87LgsfhAtz&l0o({JM0?(u~gy|2p_1Rtd1p>l3*wwI_9nK&GUS;oiwapW@p4?ydV1 zfW8mg?@QdGkxm^?N?>;+mK4~0ycVmJNL@nHra{NlKi<-Sm>&BEW0I8qcBy+(1?3%X zm2~*GsK*9&-VD$k0kX}t4Ucx{=PRD2WuEH?bkx*Oe0(JNlX>*q*FB_D#T{?w<>jF+ z;n(@@YXcagYXlln^&2hoS5TIL1NemKgRCka(C@xIFZGR%*~l^J3$@739D; zR`>MsI&?~)M9Z8LkfG6=f{}m=30urnvZKfl=akBmDu(G1g*3qWK}Qg-scBVcTe*)g zfGCXjrCla1Kxcz&!~SbhQa{nn2L-trZGtoRe^R~}xE~O{m!gAv?t3~Y+pzu`+THf& z1oRDaa(`#$TRBwaX)^a9(b45hQo|>}cjsq_yr&`4XB<80O70F)#T64YTwS+nI%KeT+`#e zhF5Su{&z_o-S_WyYdVGjhx1B%!DT1`Du4A3TlYgieXpZqcN>2l)u<%MFaQb$!dN%Y7-&KD zD&6+E2Z44ey4W(mFu%td+MPGNE2S6{b*U=#c$FLqKM&iFaL)$L@Mu<#KcYyygdtnA`&dnkt#Ts ziXgQjB7Ios1Z5ny-vXT~iUB^dr$;TElHPF39RVCz&pQfZbyk2&6#B*cTvcNYKne4# zCcR}xN2Y%%jdGVz;iBzssjs0sGxL!kOAP8WIhoA!b*`0P&Q8no&U<7*i;j~mp`Z!{ zx&6Ni+dg_j8ecH|BfwYr9O0$Q;8JsWxtEhzJ>AEVjgGaV*^+OMBFKvk>*K$FKYV?I zhF33S%q|bKsEX-IN|k{Ai3dPQiT*AJd8ieC4W1P*B8%vMVE%aNE|!O48awENSo!VeU z0v=$Mfx$=HNW7Jr7+gf`B3`-quQgDSxXDKD_;L>f9Go=r)*W{d z*T0XQQiDij+`a8S)=Br8hk_pR`mq(DZ}z8G*^P0FJI!{3z>Zorkv9IWw?9rSnYbO`>`-Slh2v zCks!6oz9zLXyLmKEz{{Ucn(o1fnl0|cQYu!ky&EbSPPj!r$av<6mcufc&YHR5Cv2V zoC6H>ZelM_*G>S_sm1k=t1S>y=UeSxmtH%&T$VN(H3Ad`scnnJA;{8LD&Scek_}@T zIqOdw#h1jGnU3y5&Q}*S6R6YMRw!|t5VZP*?o{kJ5F~bL;BH2`?#8VY;{mPj_l&w{ z9o@&+d20}-E!T28(=|EPgPEY4yVA4`8#E(f)aR+GsiV!Ys24d;UD4-jNFcaRc)8{= z0{{~CYt4z^PFv!`S*~pXH+J!&PvZwAMT{TQZl&JZ);t|vN){Bvu#8@0nnsS6cZQf` zU7bT4LS~xl$wGLhP1>gV2lHLkmbvZcu+>`uGFd)m3UVqoIYswYkBvYg-FRt1Jin{2 z@*p+1q#PXw%h%KU%vlko%0@t@dR%jH)zgDv_HBk9HM;yG0bOnA26RhX+J<{tmir`< zHG>khH5_~pyLf%)FLnE090vM>EXu|+WYk!ihvACL-%kucb9CB2ms-mRGo$P1?0hBd z)cb|2Sg(ThOjbxJ&bj3(>Frx=()NW6_W`VIkX!@69my|WzPK#3VqwI*@85e33^85v zpz1T;m>vYTvQ)e0xpCv(nj z4Z$oSaydQap}K1o!;juIcFOXVA&8_@Y=50b6*MTf~l(LC#_SyCJs9L zqPgtR?+;KwVpT~1#r%d#UE|P%P)ICj6PiaL81In zWf3%e=%!5^x`38aOfvysn)>&ougL||}s`6u7zfN$L3ymR*waHcT}P1SRGN19u~lh5rd^f0ZPP-ETM6M6kh zN+`ikQ+iRkY_-E^e$h=_ZL-y3O+LIGA$dWRqA>DT=##JQq^cUdC|<-^8)!MJTWBKD ztF!;6LkhYWRX!24stPoH2?o+Gw1Pkk7ih9%f~zc;&KqO@ofny zQu+SxcS3mjlgP{6*EGT@STw-BSU_pa`tLP;No1P2X;#p?K9G~@d*y)+nBS=}`qFL( zFAsDveG2r-f`I<%NG#B|a*)h&{Rhy4HaEsw4K3O7{gC&5X^IAGj_;WScQ;>`UJA5q zU%eOfr#mI9+xww4Z8(p1Yh@&JG=p~1?6Of?SJ{eq_@Yl(T~acLP`vpCyd1Xmnr_zmd{ zMGh7tSmb@3k3_9&^ypKp(2Rqi5vs=ib&T#E2OzEJfrboC0iW9;L`|GS+|AS&zI{s? z$k{mM_xx4!b^z~*mR%c!qIaZ|oVey<{7SHFao(<0>KChR$|>{sWN-jN$Z+hOTfX5! z1k-#p__eD};BUp7!FW?zTyXKV_%DvBtE~d*|NAzs#k+_kD=Soz9WoM4Dk5ZNW)(tIMnWoNCS+t(Rwa9H zQY5QnCM!F8Z|?Ki=kxvD-{T&?`#A3V{`2lQI(qlkYdoLN$K!fj*Lj`id8NH(B!Rla z0lHi$yf!Kwhoa=5sBl;v&(+GaVVBulvzxlx3KAKfViluVWI1#p%cYyEGJ1{!v{I~> zH?Qb6>~{38HoH6s%p-cHb=TaM?RnEaOyCiMzwXJ-=Ly(ZIeX|Qx$kyqhofQiE-nwd zZCyC|dHt)macNkr&=oeA)3N-*4p!TI8|gMZYh$+?e6)JBpvT)X@{z%)8524ZjU(YLBS5DN45pkIMZP@3zqH(u6oxuvgXB+$IWblr@d=w#cwGR z$u5rZDv{1h2Ja&td|qwSFJg21Tu4tQx6#$UsEGRM{e$9C-6gRNksc+fI}2w;d_U;% z#Wk_v%&D)AS|0uy;6)W+28@yDnB)vuwwCRoe%FdCl3tst_=TcL#JVd|`oRhzUn%<# zGKy+FJLNleArZg9M{yj_ZYAsqwvkcBy?W&aBaleNA$B{yLtI=zfq`32$;wu;XD0qj zSo3eP*kyCY&(e+$U0k`9xvR1oWpy-lY@SvAd|=V8UlgOv7VvR&(bmOhHXqTl>Q3>e zFXtvE?u(&|f1`2ehh}PJvBP49{mx9!boBUg8;YVj9Sdo(=#g?c+D92gdmm4bN5dMOaFFqbNFNbf|Q--+rvV`|^*lgf*j2GX54U zU2$*Y%ok4wuUOo8`MOAC?hpbo5w`_qH_t?$NX_v%#9^yr&P$RIA1`$K_qmewg=_nd zTVB8>PS>u{FR`EO3Xz>*^#MzhuzkSxkcCX2H6XE(VvHm_JUlKg%&s6lE{^%wQSm7$ z8wIt)O3?~>dU{hixRSo3smw96*CLfbV<#h%_NtlSkT|-W*U~=zEo~c#QoZZ*_G@P7 z=s0Y=8M^uX)#qydj7VAVKg1$$Z=<4cCUGOkC-&D$Rb8=;L-8d`P|xM*@E=wPJ5}Ma zJAdU*k|WM;s-5Olv7njoUCa6QR+-ajZuntEuR(pJMEN?Cn3eHReN_42AVf~-PV?p& z85!Q?COQlA2O}(Qw5G6V=-#CTmv{}lqJxJcVwE?s zPlT_3`iC&&X*Y|xj8z!pvT}3E`Cs}jxPHuywg!M*`2uDP(N(PX$AU|&C4}gFaBiPg zxvG-=Vo@@(%kTaVl;xeO1+zWvRL}Ru-@QN3Mvzwj!WpwNG7XjMOcwd)ROqipzFa^O z!bM2!asYx3g{2J5J1Je1u*U`_^kiaIzqs=^%HO(5 z8XVvs;)leSNip%qa7*$_gmK@V4cui$x9M^+HU^Nja(Zp^ec?sXAxKd{oL;_I8T;|i z(f$&`cG@FFCD`RWd$}*8hF|z&MTH-T&`dz`K2z5$w3co(4?_|dG7u$Um+&3J9H{6T z;oajE7#+9R5$;5xI<`Asidm=J`33r7!+36YJvfbw_(5v%!hV{=3V%(CfO0y6>z-xR zSpKS?l7C_I{XD&z z)(e&s_pUOM6zd5PD&u7B?5zd_3R)l=g*X}F@7m`l=H=sK)K%o@%OJ$jwws5ae!cU9GPr^r& z6B80LEL!>3TwLR|&c`{KkI@t&25V;Bpe8(-@U)3r4UZu@KJ8DxKl_Y86-^~Ib?P#$ z+`0ZZ;w*c5Pd0O;?6Avb^JIH;W^sgJr_+7=P>rnilE!6#k@pn^{n7KMsS!puLA+En^7D!e@Iclr^jkkv2oh~u}u0;5)nk$yljoBCRwKR+(P zo0G#}Ax_ z`@z7fSNwE@g;Fkl2-0}3SR*E67mA9C*(s{&%lF6H(wW6=-01Zj9wJO2MiCNWWEa{4 z6vNF)^my36ab_8;Elm>(3qZGMUMWs`D6T_fHl_nSBVWEyFS%+4H3{xp^G0M`#(r`) zq$OFmI_TUG5oze?)Nda0gR{@Vc!!26#6}V~ttRbGpgkL{yTto4Q*5^Jd8otv&m9WG zq7S(rCF~g#&&oOP@Avt-1oyhD#aRUf3gpJTnrUvhH9K+z@E^!A*%pdmoERZyjU>ZP zeDRl^lD1=k{bYT?-BJJLq8;RPQ;_B#vuqP2fn(z5jrEYB@;l}Wh^iU=+Oze zh!4F0h`mCdO(i?FTFA=EhGhG0LC`T=o*7sh5O6hYdaE2V*i(#6uZa?fhD*`-vo|fQ z5W)pYmVQ4weL!Y?js_37SE!hbTf+!>#^&0P%v0}UC#F$?2w`>ZKQ40Ock3t1eyHTU ze+# zprBs{hz0(29d!c}LMhP?z+S=Dop=q2i|>BXKe)y_!&k=cogkFsC}G|$I9eCa(-Bl< zvuMY|2)YALxuV65tt#*;|H6p^AHpFJ>nIbl^`oiH1$Ql+7ANYSACh+fX2vr<`ZJpc zx3KRa8LL50*+Y;^5cczsmOiS2Q-kLda{3uKJg60}sf2$PXYA`pdhIwn*!+GVsjWOS zrKX{Q>-g~(aD3w<=i&%~CxB*=nUI*vZO#tc+}xS}x+YSk#)S{VP`Yy|dGEM8=kH29KMOqvX8OaRv%CCaeF0Pv$o^1xZdwMr^?V*-n zd2-?-W0U0`yOfv;KmD#RR2{AcjlLH@RBKmQROqYb(!W#7?Q-Hla76kN2^E6*85Nbi zkmhULqL0-}O5b1B*r7s52Mb%I$C*ORxIVtnai!eg?ju(A1EXx;_IZ z$^Bt@(2z_u_}0+&z5j7_+YzoyqHc2Pc<{&o2audml9q+)yM!x7N$xoD%&INzVQ}!i zLr&BZ;~=2Vj6G@CJK+2K-43Pco<*ug(R`kYpA<>sZ=PQ8dY`UbHd(qUji)6ae+#ap zM(BUlMx6*P-Iz~x2K8Q4jhQ-d|3F6JQmNf$0QD`o9${yl#rC_F(rL@XT;5)hTSe(e zTvx}%;Dxr=nUx3)BQJ>E+*))FmNHK|O@}&by5n`voPcni(0)DfPY zr9hvN&ZrRa=bdQObIIwJcx%IK&1K_tu3zipoes`bIgu~CzC3-KP9lz|!RoSPcu8KK zs$D}xYL){3kCThbQ)Y9y;qN`t7904*E#=r1B>sUC@)r39vHLT#6EPNr znkoTs-jK#&WF&13cL<{ItI@lHbOO~4@U5+bwJf)9-XFR~iV_uP1&(;xp2g&WXH+OF|-_I7L)OQGzZ~=7oZzs2KZJ7WHbKgla=? z^PyB&4rJ>}Nyri>MJ~5$Leo9!M<^(3;T_=~bZT+3I|j)NtU1Wbnl<$6kR-WRDgB#> z(I^_J$c0Eug>azn7jjK88c%=(N(_U++VHWC+yJ8RAbw*f3)u}SXy;gJ1)az9ph2$z zYs{!C&k@9V5-4aMGtvxCT_W3rfi`*R>2aPaZN$&|i5 zhU?Iw>D`+SANBAYXm{1cL=)}XFZR~c+W39!eIB6$FlnDH7|8;%V?0l|c3Af?p_6`HB0cdCRrp;o@F zN!oEcbO%X9ZhUh?{(|z3EwU$(OEg)XP~kHl{YhJ=FR;WT(>*5)K=qB`xw9GGnPF&u zX&1M7x4tN$o4H(ZKKe~X7x=SD4=kVN#%WhY^9mGAZEZNY$V|`yh>ZEmGj<)@>O+=Y zI*!MtU~CsdN(meK4n-Qt;=fdb0Ls$VwQH z+o8GP$ybB?^BfwUNxBP3sU;DF$0iYUEQC{mO7?7E=gJRczY9-{RIR?TlV&W+OnO|03vP1@A+#!ZHcyDfx$Q(YJD zPB}JaUIZ;PN$TE}%+qUv6P`V@g90LEuG1T5{e@YD{7chlrBECFvhRKXm%#mQ$jKwH zfM!tP&I0<`9#9AgQQmKF9`^<|*R|UdC976erRxhlIeNuTY6S~eV|l2JNgRGZ0;--YbfyF$c& z4i!%cOG*_Z6~~!1E=H(Vf=XZ3+IN)nvDIvp16`g*r(mQr&i)pCX5~IbeyK6(m(A)U zjx8rWsZOiQ53B@?=UU6WwvFONidSBR%(Ypvs@LYKlU2Ir)GAfC+AAFH{r!K|ii)wVs#c zq`FU@>8ZBbW+Ug2?SGQ-`t|GZz&0s&-w~2SBz!29S^smwr+7(X>wjc>Bg~0Eo;D06 z*>SX=0-X*vG7^oDjH${e6z0eON$sv#x0@JxvzYz-g6=(7bIuTs zxd^QpxBFx#N;h59KWHkyv({HjPze7>l%a%KE&&deI7=#Nsqu& zlpku9v|Id8*q-Kk7IB4grb=cbkVtii{lTwWAc){tvNj_RZJ*tzS)xaZ2i|}UbSY6W zib3f5Cw5NHfM(#@=^f*QWl^)VS^t+nq9h{7Vz~b^F`H{-Zg74L3=OS%s~oHNRzYQ! zSN3fdQ{+~7N`0!Vd>$Gq2h(uEb^J^d(vhB(h7>c6jg+1o05rlW9pZ%e?0d?vxqgix zMS^vNVir%tmdj*#n*J`0+*h=Rw&pI| zjC+pp{UR?LR*ZEtS>pNRsZqS50%Bhvn;$_GHOy>-u|?oeebOBTpFBF>G4ba~Cv-0d z$evWZ$#8YILEQ)#SUYy?D8gkzTc4NXW7h~jfG=<=b8~rkE-nSMM7)2^HapgyPPNJF z2G5woYvs@CUk6h#-9cm^{`Mvv1E6Wt)6|8k`E08FOlKHdS#t`FJ` zq|DX))rY}AMxTe_`;G0f9lnS8r74-qPHQ!|6D>%?1wm|~aq zrb^=W~hiR|Bh&L)*s(@5XLlt`>&^Kdfoo~?NC0s?(;(CjBY^+ zXAi2FZaLT~!E~v^-a7Has}GF}Wqn2u#=XI$0Vwd1rB`lzmZ4|fv0bBxDz$-}4!Ql_ ziCtB__Tb;deY$ogymTz=t6CtwprIZ7vL3zuW|hrmpXsdIGrRhQ_p6AEaM?|}y?x&7 zAE}i`%=Rv|Z)@Yt3EJz?_g88l(K{NMLg)eG6p>N4@!bO_fL{mtkBcME+#7}}Mn$)s zdsSV~rdkV25Mm(#dT)y?4!s)Ia6U}_VdW2n`1?D?T&+~>4Qh+FKR`ojv5+83B7oP%OLOeT~jMD=+^TSHX_0I)Yv--Clg$oe5PCCr9Ql@G(HBT)I7 z@`x}R)^6a}UG%-s|9m0TMr*ake7$TbF$&?&@rP~3RCN-I+*B$kiKQUjBijRxuyn2qus}veryi>a{%Wi_T^USgg3nR zRr}Cg8cp0Jxh_gu_}mPOZiP_e6)qr4>4p-t@kqhX=AB%7J0u!lq1YEzS+(YrAD*&J|QW| z*0QKR@>TqG#vO&RFKI0m3|;pevRgd)ZRl;v3+dCK$bbogm>XyF2?>X;`lu6x?;arFLr0H#6TW+JR=l38 zk!qrYz|D~uaEh%0!3#?0o-E0o_K(R{e>dlDIJi_OJ1H-Nz;I9vJ8!vYaz~Jr-=**xDrIk9A zw)2kr9{fse(sd%10eI1R#6nW09mk*5!su2K#W2B#y%nCq4pRoKu4~gh3+V9l&O0$m zIoQ}-gX`x-d3kcuGU7{MSiz;sAF&P$f!co1EqsBd9@~tQRW4I*2a9ubOpL2{7o1%$ zbQ&T&-#ah-cKHCQDBIPJ&w)X&x=70~p~DT0iA;EWo?S38HtxA2`P9cJDeI(!M7Xc7 zZ;uddg}#BSfxa5i6G!FuJ?M%PYS_S^ssc=d_CQ;SCJib_{aByJO6WHh6&3Z|YE97< zUHFOPm4izjcB<%>aPsi@;O5d4cKUZ(nW1+;82z-3-^1{QX$L9fbLx@;!otGhJPv3y z0#NoGqZ&*45ARKQ8=s3Sc^A563bmUV8Uh5l%wZHhC%{E_O5gjJzotVyfW!8DJBW_w zw-H_04|>HBFnjG0$~0>@4Co$pMa$Cty@Z7(_k0GG!JRuIaEDFF;)6*g#7;d6FRcom z5}7$X22hg_rV4ngSoD!ebR2r05R)O$`t=8L=>cK`D;$4N9=p{HNcM}uN9UX({roW! z^{W4Bi}^u>`i@(jsS!+beA#58(Se|5M2V7aL|}R5=}pA_Nz^NjCQHk?$;ysu&Hn1+H$DBrU!H1OEGo<4nzhYtjuGp{r&D;RQzXV0Et zpv*ovl^zrp&TJGVNFithz)}B73@^pkR!`4_NswH|RW2<&mKya1K*=uq5J(&=#>IT8j-8xz(%z;C{azp1 zIIrHm^&)5(xQZe@0SpA8Wc`6|a${p7(OV-SoQ1*0ET1A1L?Z%bzK^oK)NU7c0*=rq zz}tB>iOnA;Nx>$1`}T+qKfUWx1=|vQtA+tDV*H4Blp^GuM_FPbBNZU=grO2+$VVbn zboWXv_XnZuB((;>e=^_t60vt9^QglzC>MlnUk2t5`NNWN>DREAe>pziLR9Bpc z+m+~EoI`F?1duQJS}y4;u)cV83xbKp6-wj%0aa%~I*r#Z!z>LP6(ne@8=@~Bl0wgL zh*>=0D1RtFsC%C)>P9xZx}Mi*^`FQp5B^P70gr*o?SD*H(d;v!C&Ikt z;!JddYa>K`$oca~+(7r6{MTHhryb*_KqQFTvwZf}aVE^=fRpOi ztTFK8TwG=3aoFgR)^QSseVfBLgZ}^-!msB4H!1FaH64$LCrF$clQab0#Kr@SAOYx`b|CT~Lg+=ba{ynZ_~qi6a;O;bg5;5{>qV1|`53U9 zCOAtVo*W13<$u#goOS*`+lYsSsjje|kF)9sDkXzYCgBJuhpLv`=d*j&&}-;O7&MkQ zsr6#$;axJahO}~I#|SDMxC02~tq*m|sE+ZGmI=Zh;;(f_ngQVsTW-`1g*)=kXZym> zp(sb5kAmfya@c9qh{`N-I|3fedCIj17w?24G@NxEddA2A$V9ylkc(6Nz9>e_n&Uc) zm`5@_JxzikH593>HQ>TLs>-tNj?T);G9b}GXwxmYv(rPy4Gnlfmo*1OZF$h^EEXP%Xh3rAp6U~JhFPnWG!?S+ zU+t6iJ?V?C_A)3_9(UBW^78Q&>&kgf5hjdX0EGlNX&USDA`rjV<;q~?xp-|JV}}A z8jhBiuI|!(UI1$|%v^)GPGzKxV3EY=t}_A-Vq5p*;+WSfM!+kLIWdv<2(1MS5m{!_ zKnPb%3?i5=Rp=~%tVu1EaD9pVZyMGyUO9e`EM^EynGd<_DrP_>ki|l3k^wO}{%Axs zC3~0oi6H|_gnq2Vw}6YvF-Bc3NI&j{j*=?0{`zj7vz^J-vg- zOU;I#p7p|S=x&83d~d6jm`P;ACRDGKKA_=It63Kp;Yb`-oDF=yRR4QP51S-ex0C3^ z`LL4|Zt$9&zP4apKDtDqKSi|zQmq-vP#StVvN9AfT6q@iCL0+?Q%{r(IlxVd)LOkM$wfZh6!+;*trfDk|}OgMUE-T1ck zuZ(`Qw1}1W(L=2kP!X@b8`M^ec48ypLa-vFIx?;s+^)%7G0x91S8Fb~)cQipRt%rjt{Q(kOtTH|K(Y5%>rNMg7ft zlzsR8sst$jUr9_x&0^ERcPp_>)y@zvGnkMvj`w;qEu{=77tCq8VJ=-0boGd zyBiK%co&y~X)a#PBYZsZ->zK+`)rnQ1OPxof5A*q>dk{*<*jCp{dP3g;60^$Ikjw$7QeI`h zP#i>n*ojdxw=3wydeS5re%!4U+MIy`)b+|Kn=AiRnpZ$akEioLXcuq zvu1)Q2Zu&Y4a@jeSG)F?aC#?Q)F=wr?K4oG$wtAt`bkMC4e*kbw9*vSf7{f1sV?POlzNw%4?-1ciW6q->BT6?cU`^sIYkC^(DsA&Eg_Y1D=A`Nh+$8 zZ>7U9;H2-5y<7+?XEUrLrPALUsxuj+#~yWxihYi2x~k zR$zbWRx#~O!@%fo)+_iQ+osYtTse26X&VgjaGc+`CNgUs7SJ$-@3hN>6z3XD=uUwk zz`$TS9`v~~*e>ClNCG#o+;2xyXcY@-01m<;2S?+N!GoDcf*=DGv*vYuB=(||npZAZ z*gNTjULD^_tJjy$yfjF2wC=y(yb-?MoxiCuZp3t6?EOOemcaT8doPIp7NSn47V$fo zy=lMQeC0i-(6PXLqoJ8^zdV=j)#To}_~#6)1t9re*-VmwP%SS_{HwEx=|2nMr}NCr zl{W4VxPk|cCo1ClS_08ntwa_N+*x?=r9tv{Afc=|_p+gvLO7*$-e`T|YGSuAcr@TL zv{Bxa8r#pdkXcBJTM9d1@`0$9#XtQY21aVMB1*Ep8buv9bG#);S~znrJ=exMq^h9i z*Vva1Y6=JNgVK3iHA1SkTGn^r*===$$$1akDY8rhL+f(AB5453>_MDCBN0uaOV&WzcLZc=@`_vf8(gt?`RxUKjJ)fv3vYU@bl=_9 zO1b@t8#H8pN&cejc*LQ${ER3$>WVc1xB+nT_ZdlzhA3pjDiK7Nyn<|7Rf4iGy| z?qBQ)JRPuob7`kep}cKq51Y5GZF9}(0|*>gx6-R)!URtdMW*UaSA#uY2op(gx_6cV zEV3hkvoMelW3Z*C9|+C9PX(HU|L}ylBzsDAYO0>ND(S-G#s=nE)j+U+cDMj{_C z_S{lRI$(LSW8$NUU2jIAdyM>NH;wd4u`4NVvA06M&aLYzZR@#}+gS;M3eY(L$O4KO zIZ@q$=|EB$z}5hAUIiE`PoF+DY&@8G*c9>zH;LV~&|RH2H$O@+p8x_7LuQDvI#Sc0 zXqu0Dx;*^z;*{_ZM3(SL5nFw*CHfdub;F^cYZ2E59Ql~CjO*v^rdDcg9NIlY(?`k@ zuv2|6h`j8lK$QAOxX5-c7s8)WZT|tJ)UlwsOpL9TmXnc6%~hP`?Jit<7V(hoHXlQa zDFbLQ9PAuhLhEQL>>mnzzVhN)gb#*p^Gosf%lJfG9pkH19VEbC<9#O2u03a3I}48) z4@hKwGG4~2aDQ0cH@n^9{#Mb;YENENoTPupy|R&#xMd2i#RMJP7Ze>qE_Xr^v)tgi z@#w!6;~^3D_R!^Fdge09GcR9XW3X(c=9^U8#+xk|TLrGv;dDbyk#3k?err=_L#bu_ zS{2$&mUUfUTYe>%OW&w7dMQjC@-C8M4;*QDgf-L)5^4rHfNTea9WJ{2v|XdpJe}w_ za?ihb&K#luH&YBE*lWELQ*C~^h{c}pJ6y|Z>aV@7@0xt6j)!c%=KYtU#q?YQ0iSyU z*Xj)SlPZagp0Yn$gTifOTYZOr?I zX=rY&ylY#F)jkXo-AfFfVB2mhc`Y#A9qvQnQibk=s+Gn7q5mHwGlaCOUAa(R9AP_9%=O0_PLae=L>Eqdep=u(TwKh_4v zmDjB~^azXwu7#8<*DL6C7J5zYTpIiI`IdmR@n^S{!5Jz6v+pVA#{{}uzZ6*`dxNlf zTbP|>4sRJ%#{0HdKKY}Y0$i?`Tu zG@wQF$WFBRE}^uCN%!*YssLx#^~HUmv@c&bOmb!(5q8kQVfc7zd&DP^*RYuvJOKA~ zIKo)#t(n>!)OkQvg7W=t2<%syjucR%C?ou2J^k4Hhi)8g(Z?$L>zT6qbHJb1VLxm!={GnQ>d)x`^GI*2c_Uzh?6VM}@ zwQ_f-bQ}zHfq_E;v*i&~aQcR7 zIMj^S3Qw5S;fgBQZ|c4i^;hve(KHa9tmZ%2$pIsz}B{JI8{mBA5(Zjtri9c5+S zbX%0x=C;G31A*8nZs8RiMG6kyeT@ZAs84ID>2zLShkr+pQ|IXq5@ zq!BI8?b$Th7_XzJwX%z8!P?;GmzyZO(R>~B5Vksi)Wq9gQi~iCznSdHu?>c5K%xt%cn?2og==Cq;k^j&r}{p5kWg`a2IW z3^%w{@C`fe1h5jNBP3SRY2jogu5JOX4=BQX(iU-}V0zO4!V3pKucGJ!EEV=M@R+HA zed5nQ#M5&4y~gD~x?g5|>FF$-$WR^eY7+iIRJ)zLSpA&dCg3U$ZijgOHo><4_?sR> zb_S>I*s9D=&b%T=gA{$Ju`iwFFqMQdR}S5~rngs7Ne;rg%jR?v`PB|C%!~Snd!2{6 z9d=*nvKu>A+BzjHe3;1t&XdaP_{5A(`Ye((Oj)S)jyj*7%MjCDbzh@MZYZuEyYfoK zc zmF+Qms;Ugsh2MWu5%b>|Js4<&y%KO^7Xdj-FpB(x+i>pSrz6C?EFf3JprHTT?I1wx zS7I1Fww!Wtap4OkKJPuxR58mEE7f^WUtYa>MdAk1Z;LGfDfesA?%TJAiRoI$=eM+U zoWXsQJ7-qc;}R2TSXe-keb*uZvKeMp2SfBsjq&K-@|rRu!jh5?WaSbXhKA=DS;D1b zVv`zT0u32Je18@Z;oZDHqPX|!HixYkBM0)fM2el!_3M8+Wx^s78ixPl6+g`G7_T_{ zrDZOakBB9SUXnR6HtPSUr9gK^K;{DK%t}f({$fBrl|7q*Sc6;4AXz za-KLrND%j6grJTNvsmXHnkP@5g!pS^o6|yveUO*e7Y}i!R=A<*%jyYg>6ppQj>65b zx1%zYJ*j>EeRBS6m%5(Z^EiLy)M>%trgpZj0$-C%KA%nsizE@9E0?Ro?UK07vU7~j z%jDGZ1sSUzE? z%>Ck+jt36ooQulGZ~Z(7zlFWDw1<#KW)|Tlzu)Y*YO%~L?X1b_(6i;Dg2KKiMXu)N z=J)dkgUV`ZhoA)7%gD%$q*6sywQq5KL*{VJ4P)bT;OZaZBEEjT#Na3E49>K;%bGaRxCU9N7dQ2_Rb497D6mo3lH0L6wB`vK*KEN0 zTsM{zRWc!0CT3y2O-iZ&cftl-OE9E%d|knK1t>2mU)Fi#qtRYN1TxR?d~^0O$&JUl#tBam-Wfz!z4&wA1uDs@sq zJA?jH@chPxOPIo8ab`+%wZ^)NnUs~42?f!kf^Js}ya8c3voP5m(AA}PRZYzh)Od&4 zI#Jhl1mO)Dn`abMRPq)UNzg$KXliPP;m@1q=DQ5d9=3LO3vh5?3J^$gEiLL; z&dMf%5fMk}e9l+DdH3!jhM|5kKE^G2uTYnil(Zj(#HG46JKq+Ccqt!m?}IWjn;8!T zIRnAjSAc@IA4SFs$b;q8)n5>5gRf53)~WFJXx;#m1_NM~LX>rMBK!OMkBADUwTl~%d(_V&4vGOp6!I@U`0G}BJ~`SYhA^Xxe|8oRpq{rvngK-Hl( zlITd($;X4WK_xrlTq^XTpinZafmS4(cbzwol182{kec0x&ucog46=WGM z6BCorWFbyM-2CqC+h=&j5)M?T3VGgKo0YtlC{McD2~|; z*1CrDWe-DC7Yu0nDgwkIDJdQF@xjJF$4u$zB^Wd99$pnte z=7747mdBOCnumWHi=xku;5jfkzNCg_Ha9_23D?Bh44Dlk^vGN!BFBU=Er`RcdjHiWz~2ee$>&A(iIE+`Olx)0~0a-UIS0R-v}NXvwWA7r0S2G zgg_^#p>TM%UTdX}dCa^ALGb^HCNSmiOd! z!%uG9Ig+NG{GM3tPozS5wK(vD-?sU|8j6bk*oFfQ+6^}VGlZU$9>y9yhCV7aH9E3; zGuuD>>@F*F6A=?jIyU1}-1zh7`=+MWR-cBUAP~0V2f^>azIxL{JWT9yYy>v~4S) z{FXd%Vj8Rvc7A@vdA|A)18B`43jW-x@9KxmeI%8fp8tqwl13^Fq)tD0a1wMQ(xm2H zNzLy+1W5nxhcNL;&A>+-4>s%btx8K?L9iEios>ilMPy5`B&q4?J)yGM*X_D_5(K33oou6lAtA(RB69pVhlGUI z{Fhy+t>i(~kD)~VIDRiSBV+IP@84VdjT9@7^74Lyd^WhM4AORbcs(G>7OTW&JCl-; zeQ#+Y4mYoV2t%%{>}>9CgWc+^a{kN@%MHp9GyPLi_#rV}j==XcX539hWz?QwLYQFa z@Q40cIk~`8{O@DHcwk@vOk2VIemEdLe~*bzurloy?l&5IwBRKVT*yExPT|<}gb)ghEj;Tmd;@88WtSot??=m*L`h<;oQ|Mq$$fhYynm z$ZUw?TGd3y$Hxf<44x}ti6I_U?>0GZzMF#LRbCzgvH|E`(D;&uf8E=a)5+P+`}glZ zT(q!{j&AEeR;>3I#>$g(yLQEX_W~0Hjt%r%Iu=WXv}B8mi#3W|#6(1n424ZF-h4vI zFx%#UkKl+{SUTZ`FMDo(#g=FIdKZkuNeB|!O$suQGC4T>dPy$er*T5eBm`YW#ADk5 zBGa$5AtCzwjSQ4{@n$w8jo(M^{JtZp2CwO)^NBy6yaiurvk$Koku^4sv+T&ZTpuID z_D3C)K8UyY&VcY=YnmC1^-(~}@y3n#7!eP>)KKjAOOB5DgqZNPm8aK{1H||7%XD70 z1)CulN*B++|GtO#_Yc8JuSTGVPfFrxO5Q`g%z`idW+%q;X^!11v}{Xb|NDQV*qe6m zq1H``R7^BBHN}Rz^!6G%#|%%`mV+Dx?qJK^7H7_Y67WjynRERb#DyN7#>Zo~lHX-I vcg`h#o7)w!)5J|GulPT{S^x7py-a0mr6(hhGqHsPzb>9vJeP9D!2Q1f$9NKtj4(x;sQtx;v!drKKCBK{z1Y-Q5j$onLT2-unR` zA5QGG*Pd(6F~=B_pI;QDP>~6cVPIfTWu(QGVPIaxfFC?Wc<>uXonIa>Fgkx^#6PLJ zXB;iLxno~Vcb=VGkIG#Mr3gg- zLmMX&h%S07{{Qtu^J!?m_)JYqPG|J}a_D5`Lns0pUze!Tr*T zA0?`{o)f*;9&zBy;;=`XgdeJ(8gocoi_{pPbhqq|r!oG=& zk3g$FurHFFZ1vJOqxB^oLC?NL@S%KHs#H01ws5^Jv(>iuOhM1}{5%)hGY7BeK73faJ=^H% z?>A;owPZJ0qfCAq7M@c);1tJym#^vISbE!EztClNAuu$o_*kZ4+mQX-vUEIGIkJ7{ z0oJ*rAk_8rlz)4JwKeF_vP7%UheLZ9W~1Pn;VmlU(ImU2S*YxXXT z!6G1VeEUb`=;(;YVTQt&i54l@-SZO*2??oW@3fK*=Vf4PE6cC`pE4wG{pR;?tassC zJ&L7M7gZVpgOn_gi-vB8{k(Np{j=haNLF=OSpI4Uyd}HNv?QKSCBx6pt>cJh7bTD< zpUki)%eo?x;l0bAJ!emaRdRCL>#xE3&IdKlCwx_ESM5~%FjI@d8wAIUmmh|)YGvEaGdW%DLLuai$jBfv8%dM6IbLeoh~jr& z^+$l7zZTb{T#4}a0?)S_0uP5Zj9Rs!y@_uzX z&3w`EUf(ZU?{PREEL*or9J+|MPI{gh z6k2z@GQ0~k9daLOGZY}zRv-_s8U^m$47oGarOIyIwc|w=G0#{CtORsSSkS-R;tZaD z?r%|^+UM9G;aT|$p61IHizKR(Hs|iAsIpNlPyIG)}{p=O-dT&jhQ=w)fxP zGig=Xtq7e64Gj;^wR&(cCx`2{xQ_q&6hPp~l?-1x<%H|ts1!MY#GwA?_ADk76$vSe zVXRXmH0(!@IAqESgzmKt29L$+-NR<7SKIOhL|5mqDU3T^u$PrjSH8n>W%811a4YMh z_>mfjNr>>v-(sb_#{K_FQ&Xfe@Y6LgfwmP2X*X9 zSh!Cnn@!QUnCmj1X>n~3$(fnz`20;wOk&c~!nzDPjjC52n=IyjQwu*`Vi_75TF+Mb z`@cajVo%j*v?u@Y;RB;yYf8&;^KeUaXQ#+<+l?MLS&#Or*amtzi?$zKQT|N`N+|V5 zdH9kDAU<4sU`omSEQ;V|9g9a16LM10Pn4jX;rO-|-~ zZpYqzPr7J>dAa|_EUzZ9@KAR2R%}D&Y7D#KXY1ag5uY=vU_+2rEH1Ihrz+nyEN$Ou zR+0pUcwO7EdxVwdFRCM+xzUrF@3c@AU8eK7(1SyMxi?W%D0U_zgG9vZn2RGV^1bMJ z?X&tLb8=Dp`rVG2v@@OG zj>;#;^7c1Pafyi@zV{DazI;SkMnz%VXZZM8L&qt2iWGM(J`bxwxT`lSYa7uy#{F1s zEU#W=K`YNoAXSXkz+T|fgJ8!@$wrg0Ml<$wMUc&c!Ih8186%Azw0GC~#Wm81gjDDn4q-!x#VvMI8`ua0uZW@rx9@b1Sp(6hWE6P07+Kyedk%9*r^~|SNp@8k zj@9l3ooswg+!aMsnxgWbB$M!`%?>2>3w$^ZAhc`!Ep?48s-p#7Ku7ep0fx$P>ZmShgQ5G{1>412gZH{s0lv9T}@y!@8d*h7u76zBPVcw+PV z)KH`PkIK%gtag0%(LD5ZWeTMHG;G}NEWxbY(in8eXEP-w`>C(AG*p=2n}1>(eys-e z1SQ<}=_*Uykln*9HeGOGBD__JQt>>7d?W}xnLvi@>+aKyATi98rAFNl2i1M91glv@ zQSa2#O?F#!2)gK`Yn;e`1GV2yd$3pye-ydh?vArs#F&dOA&>@E8=HnYllK(JV@l)P z?$NsMl0!24I$n-6>+Q)S2zT~&l$0Ep1JRS&Wylf_S3g0B`-+va3?=D%`nzefCv|kd ze$D0Ms8Ro(1IbuG-cjFcMCArxzhs7{HznegZQH4Q*E9MBD!B(nVm-hWTjOXR}E&ALnJ)RG&qP^a~Qh2_RpUq|OJNGz%BrpUud zOkzb7U$v}5-g)u8>+28bvcJ9)SPX0V7xf_!y-uRM;?1ksdK*HR!NEZy0r!|pez(_O z)YO92N~r||GIDb%V36Ow9Y46jLxDfJ&dJGXyriczR?$Lamap(6}--|-`3zGGW05AZ!I}=p@)t#Mw05Ex-chQ-&>o=FZPRf&J zv3ofLZFDkr&^GhaNh<&T`D4*&?DEkuI;NmnPDQxpuGJE8Va?RG2pu_QxGgyB1l%#YGNrmc+CcQL+7XQ`r~za>ht||MT<%bF>Hu1!sVoVby2zJxdag!pi*RG8{Qcls6k-DT=w0c zm*Z{#Ssntj~r=}LX$CzrnRIbtHXwwu%;fe9xTc8 zOUVk68{T*_D+RBo_-xTXVIJD>GPA^qF#n4pUUl}=GI+%(*qRXW52d2QiA$?4Ddl^L z$~2D!Djp}i>>)cvCG?>t?&5yCFoVphqwae>KO5e><3zL-3AshlDnT3y zI_RD)Nz4I>`PR7!4_5B?I$;4*{c0Sn-^fr!2{Igf0=8dHL`)RG+e{_Hs+fOF?aPqa z%zsxy=&i>@!zH5O;=U?dz^jEv(E<&6=x{VuOn6K(LW`>hCSvDv>yyRQe9f{C40swS zT4Dv<8+CkT0x$g+Wy1CC|E@t=z?B2no^8f)=Ce3`xic~!RS~%V~hZ$K! z1Pok|kH9Y^nh~@zgw&kOid=)!2!+hAcJum_BlgVd-3ZR<~E3m7CfZ zR(wR{;?!}lj{d)E1dR;}^1lzhlRfGsVix!uUq!RC#661_F=gAk_g@D2Qq9osPWgiO z;a_pWyG0c=(eQimiCB2`Ce}cd#Ztw*O-S97p^#7iq4vfjNgyhjh?bgSt91b$|3?*H zc_KH1p{E01v4GgXjH~H2J9xR@wyuWX%}qXpGO$=2#Kjk-*dly8YsOs{`+T}c3T=$R z*g>#>0rbFL!;)J5m^=xoPjGP4KeU9EzJfGhEywL(=ujrD?XY}BY>U9$P)b07CHklW zP%~ZFA4TD(o(VMJ zo1YhVihQv$96nIf*YMQ{HDwT;y8F?MS>nZslNozG=I5O5vWhjV56 z9a-%@59ia`cClGmqjA)7DZ+k2P+A1!c3;R%1oRQO=N z&^WmUS+UF;F@^?@O+Cf_hO4Qxs1w^yKme{r-J&{43-Ff#*v&(_x!F0K1 zoh1%~dWFf@uTMHoBV3oe;{o6vylxDuHK1JvpmdC%?yoF339^j_{|3gOv+m~n63EV+ zl8{mIgr9vQjC zNntYJ->e(uQl{w;mtP?1IyX-F087=ccHG7)uuoSd@8KR6pg6U0Bq^~Nq* zK77}Mjzf<247PE9;%+y_Nb7|CH%}ybXFk$q~PKSnZ=AT}f8v$HcNfG8T}Y7~@|y!NXwFjCPZ)XdCLr>FM+{{4gb z2r4xIG|N7)u(0+AtFf#fokPi80hGon}hLlwcoJd;NYMUHd(2k4LU{# z0O_9Z4_J;HH=;O>A#0~kCh3`QR|ns7nF?yluv>-|x?_TIYs=Njd-Hj|%1Skt{bPi| z6ve9g$du@)uJRSR3@(9BwuDd>_dD}d^J$06i}7(qQ)|nyuHMlzy<2VLo5=e~qu#(6 z*x-DWwZwu-);)*}xPxymicQRCe1GKEmamQ#+p<&n&3@mG8Qs%fRZh>)1Qu^0<%7)! zV9_2xTtG_*{RjwSr1(85x<@>v^lgrIzIJJSi+fLhTZV#*8o9 zRaHtnktNzU_Qj`U^oe1CF@bOA^-8DLD{m?jd$M0*QhAxv$!P5<-b)8f;_5{fKA&n|bKq8tehNz*=t@A3o32xa=kc^%6Hd-K+} zgM9JAF`;(Bi3WvaSPF5};wdCpGG5-)%}tdDEh=j2*aT+e5tWb$Ij{@rF?TmZw?Y@q&;>ka-KS5lun{V99W=0nn$A>o==s^6*>+Y=U-nd+L8ar#qYA)tLNRN@ z2X(V4X+B+qU5>rYO%7&!+k(b9T_nK|8!2a}!%GfD@FnwW^1W^-Qm7%w6cKH%hr&^s zhz@I(F4UejvDxo>bL3>uY$U#Skw(gjg|0M(*bAphmXnK+o<^r<(9@YDn4p_Sbt@i( z%o)&hv|giqaj#k>tA14tyZZ*_OOBCAX{=7NyKVt7We?sTd3n3_@N)es7CZfdBhX*@ zf=VS)UjUQtD?IXN{@1Ex<+$-AK8w3oxuo28@>NoZ?5;g;E0TES6abV~SMC}Q=Qm0$ zjmzKUi>Ce?dYTuExrZ@pOU;__Iv?+grZ4D-L|=cT^4Iz9y@WRQv3O$!JAGI*R3DL^ zxmEb5Qmj`;(qQ#e z!Pw~Yswqk59U+x*MII*>qYjUud)J_Xf`5p7uF z-PdD#{@J)XxS|CaNe6haabyAJbjf7KU&`Cw$S}x?l}=~XAlZKXhPfPg*S)jh*wVO{ zo-WP8=K~`}-Xlzlv?+jwLrm6E`<*T=Z^C~LeRsn5^_Bmut}FE0ZEmKfEAei(MA{dg zi1DfM!G5qF2tFy&Z{wFlQl3``G-F0;ISrvxPnFny(cNC;3jw`H!)VjjeeuBJ*I??YY>hg0a;U7_DLnSp8!c--poPhyA{!NDyPOZOZ`*Y5STlpZnNVg}6U)5&r$SNQ*hJyx7KxV&guFe8=0eZQr=d zI()3tx47hl|FYn2Ywb!&lZkZtS=H3Z15;X}dU~Y^=jNyJw^84+@Vebq3N<3luD7~+ zA8n)`elpPHPVBmubsOVOX_eD+Mp_KrH26TKvh_w9TH3cp)!ee2o-ni*ZHbP z2u-@^qFHmNLjt10umD#pnK!QeXW>3t6eKp)Psn?gJ9_7<%aN(Vv3G zS#R%}ov8KT8%Uan>`}pIO`f1nG65DCQ$G?0upeuE#nUL-p6Gr=d;-s^EUM;RaU+uz z;X5Yx(3h(xQX8ZBTcVdikoEXxMo|vx!4%COv zo=eom%b{5=+xk8*mPsn>g4A>EIcV|eX^9c9{d?(wu5P5#G#V&K*tocPGY2dOSo$vZ ze3^jh$j!@BDrJHEApr-#V3MGb-+{3djTQs*>kk=R-{;8DKV>`{$~piA2+iKU@;iQt zN44P|WBf1GEfdtIG6e>(fEt69*Vj8IJ8kVJfXbqJr+>v-P>&^+j6fLR&`30^Q_n%7 z@@Xydt6kN0CqccLZFw#1`AXsofFxoY1AX3&XJU4*9U6%RI&MAqdR$ho-#4faRnre2 zjo9rJ&hbbgu{O%v&g$tWQSpS;|K$&mpzJT49s=xJjI5MiaXk368a9vA=| zGCDf?mx(pipTitXYM7C-a>lxfkB6v;C=N!d>E6r9a|V(@VW2&{bAUt#1_oALo+_VQ zC^W=-Z7+%KDDq9Xc&d|Vo+9#ax5w63+q4~k0~3n!as0mzJ$UOM-a92^pQSKNsGUzN zXOBJX%_Zyec6*n}=yy+Esd(JYCwn}n?cABJus{m~Ot$r7AXoqNsTO3$Quj=;h%Zwb zQQlztI@MgafBSd!<$&^j|K!fY(#p$5RCY2!!$PEF-kp?+uzGM=86!IfhZSe=&@bf@ zAPP0=;Le<%1AcH*;CIc^ZlvpvH(VB{Po$+ro68Mq9TEUKET((1SpA!Erxlw|s*42O z4_<;mXnqw{niTiWv6@@9T8I5PE17?vNQUhW{tm1IgDnkXwn)pYtFzT?q+pZRmoKCE z#{PBR_1`^uP8arp!=0sbNo8X^&z{?hXlv`qVHS`&$8Ub2zN{aiDG*%5C*(59@R*i6 zv)fd&mFZn`L3qySVXkBD_w0*?L$uz+3{kRVF&*!cm?GLrTwCo55O}(rczjrS*^ZSW zSxYs~S_2KrnNW6Sro5gW34kD`$BRu|cqJc6K_n`rR7#pVW0DwcW+&XHUYS`l6KY4< z7;4lQUfL~YgT9IXw;N2=<`^c5)|))7==JgI=yTZ{bqkE8^^6A;Zdi~cM`w`_k~@42 zCFYSy4sP)>*ZE`B5?q&~A~upE%{%|TIviQ@>f155$?l#0Ti!Z(MGX@Dv!|bA1OA8< zq0o8-=}GQ4ca`U{rctV`d?dy%xm80M*%L+yns-H4!>H`n&pV$qg*`= zK~J82`O*|MJT6JVsK6Q=XEixju4Hb8ngGZsjjTv9$#S{)z?m{$%vE$H+3=C6wR!z( z^YnpiWpJDH&(Gwgj0YKQ(|-J?grv6j=ykFqZeH#DM|ZESUcKmE>D$V*2UT3PcqYHI z;l>W{{?oTX=<(D%<3q4r&IZsiauUSkXW~*aohaNC|}Z zne|z>I{-CC5^zzlvBiRY!NkH!<+6Ie;`btWc6Ro7yhY= zY4K<3OkD+lHu!S?$wt+rBBmm#Zj!^nx$c0Hcb*4m%=u`aK-o4yq$pzCN!W678!`2| zc5Uyt@`})+99$d3)_6PcVVHMgi~>|{65U(62C5a&81hj4=ldW(w?`h|W-OTtz@Eix zrVZvDkxJz8v4tCejw0fK8?9kM9vo|LAFuy{WDC|yq7)r2cz7nRYARZ%9+>XA_uslN z2iRyXG7JmNN=5<2@ zcG~N>DFo<=9KMh4i?%nW3+pA^fc7Bq@Ic4Tr{O%!rbfr1FMO8*m|679K9%Hu4NCeT z33UEF;y~htpJ1+7k~mT+SH@b$6|J}uXE`v^W~;39&LkvU*%i#`hwEFbyfC*r)>AfC zQCxs94D07istxrVW67{6>5d4wMwZ?>iN~QD;kiPWh*Zd%b%)+Amr#6rV9rqzO9ng=rn+ zm#jc2^W8+Ta8y^1JzhrN=fc8u1!WC$5uiRl7ma?|b8TsRQo8gMc0@Gma=w`?mBr#&YvB(}}o(WO=NlVdN};j0?PV9!J+@N8Z2p zu!LIA#MWPLgkDBd(UXPUJ#2en4LlGo_wU!98?+!m_>%iq7#^%@_&&MZo)@z0)t3+| zGJD430Q&bEE-qFC0p zfiR?-L-fazZU52rBoA+MdP z{3Tkm%Qo4=;J95n{W;dCi(rbl^3&-jr^Sx z4B2TBfc$uRdke{aG5pJAY=J#JkesZ`Q1aDMvVmCMS%mZEZ%fFJ_1BVac#$2)JzwqH zetCMkEx0XSbPFy%j*PU9AD~Ls695wu_RHt+_e}2lB}FiJ!oC94)mesi@b5?>a_Ph+ zB-jl9z@m`~MRarsW6>&@0LC8{4lWj`$0KIOpkcMB)7qab>6T+@qv}k23s)TQss8%jfDij+E2w!HgC$TT zzN~i8Fh;{6;WMpo2VKam?Ty=Fwr2-0R(%)x=`&Ehc{;t{fOoY)ch7a)A8qWn{^>B-!!cY1u5;Afwa280&#M8*L zKKq%dJ`#N*vaqmlTwGlKjW<_m zEPu?^!Hi0St*)%B>@CFaS**kNX?LaL<=cVHVq@%7sd^qAGU(cM+?HIRGLF9AQzGDA z#%s(KVWLQdM**WG4z9|x>~37(^YhZvecd5QQs%3=z{Tm;cM~+ts1E)PLN=ta)}q1DZj-=f_=bg%A8>DPfo4a~q|inZjQVw=LVjv%F8`Fullqdcpm(Adkt%q3g*pEzJy?S-H&;YXa?VC0|NM9u3&*WW4xHN2d*zuxz>g4&r|nYVq5qPPb&np?G(HecM+zSNaRR>53XJ} zhJp44fc#z?3CVWoh<0^Pz~>ohT-PGa3Yi~EMP;0D|5D5dvyYXia?Q-Ge_V#)I7 z_nh^j%Z#q~`5^70>w*nTeqo^zcekIrv7Pmw}p^ zIxs~Pnlgaalj+bVB1Sg;YW#3;plfl zfTZ=O^csiq^k2C5_gnE%kz0z_(Z&FF6st~4zEZCZ>KOr4=%U9?rnydoo}gk;Lw-Kh z_Go5!_Zk@sgdfF(Vh&45L#j3?2L>I zr#>g%|E?*@LP$JAfk<3s4j})Duojr_Lg>GBP=uHD-W&Tv?cYbR7R! z#zr|G@k=pJC@_6gw`76+H+9JGcWl46r1cKY=7pOtn*M=Y4P_ERLw9lhJK3Sx^mXCe zI^aKo2Bc&Z(O{?l8xNrC-(F5AvRIOKygWbfB4`OX?~X~#gfIg%2c&V5Q*5_~J6-p- z{Nb&2=z6NEPIIF?N>uJeJ(LTa4F?URvUD^2F5)oeGTaPtt4$*at@C8%J%!P z$4Bq`s{^V2C}MmzBiN94q}zq*wz-PgLWe6I*}wq$!TbU`A=H0YUcjt%fw5|${GRXV)-Mu4Ad+L=Rr^pvf!I?wc)WGvC_k*t5`)+ z_d5L_+dDfo7ULAkDk_>yj?~%>wx*yV;r#Y*6R1oe+{Oyzl2wwptY>2oNCoN?ML&N= zxmj}4PwdyzhQkj~u#$11aS7NzU;S!+BG1gM2Z0xCqP}~tr*)1wL#?xO^yF9a@YHz% zFw3SFe$eYz!7!k2^3lozW<@bjy3A@)L5={nwNzkgdM9*C2JXdZDB;5*K=z+g*@K`4 zszQ0fEU#l;aPJb1j_i_o7!pdeHRkW~BqO2kgp%e56)mG)5lby@9PU*`9`|853{ay( zw7@wcsGAhj)Ip)4h|SJ>qM%g(I{ka#4+EJecy?C9w(UyI^<;U(uHy;VSDx&kHonc@=Zv0*FY>~+X8r03BWD!uR@of&v~~K2x|&5Wbea!wP6dUEb%!l&;bO> z1MZg1?QLL_OW`m_b8X24Er1hH8$fTRRHE9`*Y_KoV!&Cs985zG7;tp_ww_~$ME`Cs4Q!_Q%ZnmIA3oCSDkBWsQ8f2iDvyFbxmXglbS@i>x z1|2hV5-bI?3{am>p#sCp&V#0>$%l@)i=qUUs#)|9~lLON?4c_ z^h%PF@bCez%GD0ahc7QKx@{ZcQ&VMt7^F~yl_(n|na67?OdB2=O2#w8F;Fa9aQ=Sq zL)Z_6qK&+0p1I7rc~*1fPe^qlTwGT4^$i}{G9sdbgdg0U;uXpQ25%~+U3Da zbWxUP7?5G(K*~2_#cSO`NtAV&zsmzD4cL3|Vd}Jwy2r*HDU!##PXr;{X7ioj zr~+vwoi%Xto9V|HX05pa;ed#W+Ph|N4|31z*RMmPqWZQRl{7S@Ei8(8l0daGs+kLo zj=n*=BEiGkm4|utigrIcEG#Sq9O{?*nT}QtqWil$@PW{AiyjNkIN%4B%)Ue>Al^s7U=&x$k6q`%ueK{_Ljf2Bxw=9sM zKnqxi&*|K#rC)=AJuMp0vA#`DxIlea*(s&B$c;Im)lUQ#*@ zyYAXDI6MqB?M4yvJA$Bt>XN`JMorBwUf$$kj&I`9dtaar{ivQr8g8v$BjVGdHaK+T-)~2DANNO^^ zhh{!-qIbLT!ViwXGXJTr~X55ED^Est6hFt7+zqC@L+6d0n)O1-02Zz=zq& z0Z4LOR%%ymuaaX4@a645EmT)^^CO2*rch21_7;j}a*yEOUj8I50^6;HvhiGhqpu{k z!vlzupIEfNZI}4kft?h(x_(l>zfU(S(Q2hzdqvqapvVGY6WUK{HQ35)XyDbDL;4I@ zSv@Z;{+e-EO_#0R?PM2$f&jh-lf>7Eb=-6~3EFr9)5CO`rntB`Sjn61k#wn@(agCj z!#6Cgr>_C17tZ8!FaAhYdMW3P*V$HG(_U_)^NQctU-mPcGW`Ky~ z_gUuM$T;NsRG@6=qP6$%RUertD9aHUH^P!XOln^E&*oHoYW26^ox`=@lukUe754Pp za|-wolE8^ASlY)1h~HkK{q@YI{l_s2PAF{#jPPgUQl!;Jy~x1yCaCAW2KR4b0w1*1 zfIV1r=qG;M5q`-5<)d-Q_WF1!e9n4%N?qUd@%HTT{-AQv_u**ShZKmw$4f15+#h@s zl9S^BT?+`#CSVeGe>iGjOCJG`(y(FS1GFGG#sUMB(#Rw|myPklKhO%^G_+)!zZdNO zr5Vr&7%ze8Gq#hAD=rBo>{?4E9 z?5&2%8*zBTh zTWHc@)~d4%8Z?3WwSnU^qkbjKh!y1Eqe$P1<%9Kgnb#P(@V#lqsSXn;X4aWqR>S(n zeb@MlQ}@izQ^)#~s1;33yDpZ*FP1Nr96~eYzC6uSC$963dD8>&natjOih!vfG0U@E zYKCs|)5A>-sHZ?kVIzqANQ4HQh!_|c;6Gpl;awWH&Av^wCYx%){GuYK zsjuppjshXw{t89Vb^+X106Z!kJ-ukrga`k_&$qN6G(xou#D_7;8ol6H^dHz)j-I2? zCiqUDgKs{#C1pFcT&_C<@81-*=@v2)QVsxApw2_nk)GEP7c>KaiU}@|8Y6UO0x#IXcVBI?^ql9KqZPzNC*Vm2ekCh zDXjjHggn1}pFF_`l`LGyW4g#&5?3)}xDm3pdhleIdXf%a{9@7m5;k3Aj-zKC(3F z4r#5s28v1iFv)U2dH*^;YIT$>xK;)pFR1QoftuKSGC$P+_EIhwSPGdja(r_F?}PqP z{MQRtPP#_=2~hY)MhgyBHQKKR7)LfClzzW?oj8DvV>4l^ip7r<@Pfef>5;!jd8v9M zZZ!rD>ex4Dz@`E&1nQa83IQBjxpKC$qB7eIIK%r9Ri?`i06Ch!#z+Ro)bV3cQanL)%9r=HS8hP2!t1 zWEtv~z3(~r`8J|^yH*J}t^C`*1J0JZ9uo+jz)}hn@~sL-u&Ek{??HL@jHHdVm?Qvu zz!!-I_CU7a&z>VN9zm57#^3nledv(4U;UABkcWQ0zKKuzYJKB|Gq_&VCR{CSC(IYQ z;}V1?M(32Ebj&CfgzVQQY*@&uY^;oQ_O`1$Lns4TL_=fNRPaj~cw!X>mWc#)l938| z-T53I3Z3M%S#Hgl33J1MjZ@aplLkge;3G@%_E zgWdbJo+s?!iKza1e#t^qE5eabl8%z50a5+icbLp{JFt)324?(uleD8T{sku0EDQ2K7t-pj0ytjQy&?i z_MtqPOPkmHqF8EP#2XKUkIK%0dA(9+GY?RO=x5H)NmRZzm3)P~3%#{$nTvt#OPk4= zhlY`F7c{J3*M9s^C>JYNcB;Ll(`Ij|qVYj}IKQrDx1k27ADE75+K?L7`}V7#n_beD z0B%3>4*|wH?vIYqY#1LHuowT3CvLqLc3NGYv=Sl?)?j=ObuY@w$pK~o8_)*yBWYY407dM8mUYo> z#V3MPI1A7p&`dnv{-2dAJ9&lpGoPQ9c*8G=%b=-o9marZ`yt}LgA`Ac-v}p?TC`VC z-NUwlvz=abIb23U$-YS!#P=v^$g_dfwi>%Ed(|w{tPZ!e0wHtqLBi&%EGh!4sH^94 zwGybimyWpwIEkUKH&w`o4`@t%whe&ln+4uBs3Q^3%YaY_th1W=Z94oO9tBSXup@hu zCGidBA4I_5MaSd$TL68b&=YVYQ>UevqN-eVLn?0PZhVnZt`0}7OtWBV%nfgo*Z*u? zW4EQEvj18S`fo}sl~MCI^n2G&P87AY2o~yXy3J}lc1W&4&j^OZocY>tz5>24At}l8 zCP%Fl@aYtsoY?V$&T~AaSfV-~%eBHkS#{=f7;>jjd+6i?SE#6{sPyO0P%kWzkar3g zqr)H|7y^wo3?ya*m5`f?iYibn1npIo+ld|lxApE)2q=GUC(F>@&h==1%`tQN96IgX zTRJ77VKZNw16ni~D7_0RE-;&>3V5&sihvS`cHB1ez<|&R#ton-@O^j?(CsoE{Ln)3 z__}d{^;!!IGSYh8Z6zbUeM<=>J5YKe!6c)yvhtVGDd=_rNGIm4Ne7Av z>$DU#ZL2lFv~v+-jaGT1PQ^ZoA|iQ(1sJhj)$zUC!hO%E@qNj52lNQg8EJ2T@ym2u zk^pg}=eb7>;1txtdj~o{w$#r87k@c8Ehmc$#h`nr2L{{r=IaL<1Kv5bmQK1DbUf=c6f{e5@86#r^z-_>=>L44d?&~X5*?Nu)JpiCb zkgS}US!Dp@S;JE09aJY^QDAQI5iA_0cnUZ90`%`q7o+^IQn+mhKnVO6!v@o7%3%56 zS`?t?0KpNPo-U`ViVdAx1@7IirD_@VS!+TKnV;!wLe{J18yKVmkw%Z1~V^TR8@P#-U$W*NDqc#pw|Lm_-ueO z+JKY5<9f~<(%jL}u!sp}_W2W|)i68&CLEA9X`?r#LX9??!rBh)F zMf~Oxci_@sGkyWi@+(0DusaR{wFRsQa5A-pVt4$BEQG+|i(alKCnD1MZCIXW;@hwS zb3M3%($)W~5Uu4R?rieDno=**X~G1<)m4VwV1|qm5MZrf%oBR34LV`&Z%!0}zdD{) z(QKvN2TIcc`YC7J!jjLMJg~70WW~6c7!fc-2A#I5?0Dvba%iO9r$FR+1r1i{Pp!>D z(u(gx6{=ucLdd$%+z=wK|Svi#nLcmMeDI;$72 zP7**S;Hd+Rl&=ubXTc}?H^77U zse(EgsDKced32G7#%nN#@wd#TW`F^bH>>vfXL%s#bVd95h=KLd*lJpBnpnF(>rn90 z>R)tv+H%j1w$M&;TgP_-YcxWoZ8{p)Z0RVjkl2;zp6%ajYKwHXK~O2$X2jNbcG1vU zust!M82hpAnG?~b6SODB%la3$Gmm~428h2Fm7)|%HzuC5;|S7+ocsj($N%IVj;zS( zeIt2S?-xVMC)A~FwQMvW{B5_E4;z~xkki02yCh*=4j;(A0P=uwn$LV#(Y1cC@uNMJ z4}PY7_4opQBNqa0BTldwv+u&%$J#1kzSAeAGb$3UrDy4FEz3 zvvREqdy{s^mUtc1AX`tg@vqTKR%krzQ_9HD<9RDc(;eKu|`>n`7B6UhJz_PE@O~;UkKb zv}nD&A_aTmOD#dqx~$^wbVIsZx8I)J$*x{On~Xa6I$8PQ;v|4@`&@~KfuU&*Y_6yk zIZ!!_95gIQXR`L*6oIh_Hp@sLPL5NxA^``S(QBjAnL8)BAtugfO9fzAfW`j-^^8VX zav|5rMk3>Y<4N&I31%qXN9#l^nMwhp^uJWrgAouL%ll97br0OO2KBQ|KyxUxe}e%! z0oU!r`~kJVk#F6{wefgK($L);SsVhLrbfnlaIU+2yB5cG;ekOO44LIl>V?UjWjH@@ z@5_OSl8J`T=DPQMUjSmKW#f#6259@E&u0zpS8#CY6TyT$5S=F!;&uMhO*_Tk)J|`i zdxNG73$z1lTckm-fz=@69-HPz2&F&4VkM?8;??_A_S%S{{lRt_1U7@-AMCi|-KkgvGE0s2N}Qti7Xd+nOM|nuUhkF*ZP`QWgjrdblzBILU;(75O#8e2cLX~L zS6NGMXkeNWf6kKXq|774rGGkSW_K>DDYNHPTxjnFX@R|=8ki7YKfPu<7|FtF><;Tb zTJ4%d;MHS=p2^_ob!C`eE`_)4~teZVOVz`bO6a6a2Z&nc#0sd0v|%K zY?1rRcrFx9+~^otde*C8Rx594|6q5aM%o!j*N_*ry$jk3dTf~SL*faVplTib;KrA? z5M}1PFmCSsk|x2;zi|#W*8+FuI0C{IY2n$oh2`~GV8anKl)xLGamHKI<=waC8JWee zwfw1Oz$`+WFX~7W%+myMoQK2`F@Hp%|I#wKxbUo(wR;Mye{!1!Y4BF~#fC1S6#6c# z2zVhGUEc~HKVh^CN2%q3i4HJnvJX2=UdkB`T6@sE0|95sa0}d7SeXQ9cg8JiEvB?0 z2q?pHV|3Hx!A%0MBIuF93IeNO0gdnzDRixU5`dc8U$1fKK{dOZ_O6g?{GUS3Jf6z* z4dZQ6rijW?iI81{IF?b#5+P(MBMC`_Lb7E^vKtc;S;`W1vL)Fm`%;#%rLt$O##Z8> ze%I6d_xoq&uRf!k_kGXv-p~D9*Z006Bt7F~HDtqWG;zS9elpdL7Gm&k@l{KIl_tgP zz@Q!w(&JeXapEdG__j=GX$JdSN9_mwI_Zn#maJWDIpMqEAolABeJbvEH<>k9vT%tK z3F!3 z2zMDL7!D2&3~xE+8J2r|gVqf95o6oOF@Mu;`}j@~E&llzCT@uI}pq?w@ z+GIbf_+jY$Kejj6Q2N3gq~h_WV{}U89#7EBpMx+8CzCt5e9C`bT8>}}s~n^lWVW1s zh~NN$sQj8@K?&E%)18@1t__7TC3dmH%Bg=x+BJ>>@Xp7?6;wigs%WVAM(?9&)Re+$ z+rU|_KA_daTLv=(&9NTbyiY|tYJ(FamaxOO(%FUh!bag{o~FZ7Twlan@6?Ap-zh3r zv>~*)swjKpbaGx&k5QRg>WtclKAJ{aoD;jcV92mN z%}r)`{`)+wsb|T0Tz1iJl_OelQ_|qdYX^bRuxf<)1Sns50DHt*24;uBQYFZ&}xOF$}|?#%^O{S4T-X#CaDn8|?Ts4d)gdmi*(&#IoZjF&C`YgxuQWOz@snXhEZ(m&XQAPCODdOl|L^egCRY`|M|OBhYk6pN1#%&g5K;$sdosyhaX`UVo2A z0UZne-`P)3+s zTZ8~@+<(JA(0(HDq`>e0#^7mk7yL9sK7mS>i)ulYd~8{nBIJf(&2$Us9mx4I_S^!2 zXu4uK;`wuFI7Lm!@_-6Nj-bwCTF?#%E9C9%{c(I;3Z^PLC| z=S!x84<0;dxYrpCe6r6EIYLqG+vf+CiFh_13!gP`Cu>hvc*#MWOT`}cb*k&PnH{@d zCm&8mz*JkMPge_d_zGnaOg@nuK%G7Sj{v_?0w0Of0$>sW9-f;RE3TkTiGV6*mv<4o zHr4rR)ajt-!sUoPa#cvA0->rAQ@e!JyjhH-pO;`S0{sM{;8AYwFP<~Dxi*NIm+%G_ zc{8K2=k$?Cf)y47JYeX`3`8DhOrJvJHQldjN?@f|H|f&S(%KM=wMNF_Lj#CTo9?F^ z>**Ocm?KNi3+sXqLdfUX2?7ujAvu17#Xv6Dmels+h)t2Y*a9X&^72~=JV%lJI@GQv zFrpOPA$f+d@S(KK0;Gr7!J+6Tk(ZYTf)Zl}&CrxN&{hI3MYz;_>*d~O0RWLAsM#e9 zzO|uj`LN#SqnkFaW>;qloS3Jg$RK8clq&OW<7zN`j4xvqsRJYqs&m*yp5(#+N#hq54q-EMTMPDx?VQ&u@M?IenQ`>z6&KIZ z92ON7wE|-ejdDY3djkYc+>%xTh57y)U>`&HPV2z1oI82^_$Kl4uPizlQ9u;)?BC1m zlD2t?rbq?CSbF_wBO^8NTF&Dwbc8z~*9tm|$aJ{Yi+~c?6_00RSU zID^#>u{w-X;VuGfuJq?_jbai!) zV0q<~FYF3QA!;wUyC4w}t(+*TThAFq0Zd46vZCN>&dTgOqItZ^hkS42_} z;Ew-d{unteuyhIjmYXZ#Q2IrN7_nqrxpo;|MvDI9qS?CLdOHFD2>XNG=&1DZfh1Ei zH`)wYE(0sz>-0b}-h8Ax97Wqjm{-|8m+hzzzs!2Kk#Iv6O9zJofQnKeaIb*VBo027 zAsIVYTK#$oBm)+|c~ACPvZ@=S1dxMNi-3l=6*m-!cKR@IFUig$k|T~%28}y2O|tm; z_%;-ngzIGR;^b9TrA%7fX7S3fSLWt5LCk~<#%IlfE&${68c zN=J$yd$`)Pov@%_<{irF$_hdTM*_LL&1Z*eG2*XlVgfO@+D1A>kOBS)A;;Qn$_Ba+ zmgVH^ytXWl9-Gpc1c8Ar;G>?09rJs``W(P34=ne_zp)0`06`j*#k8cV9wI#9pW_zW zZ3{9Do@iED{_vz%EA4ARabcG*_r3nnFJ$@%iow#-650XBr>M@ruM+RPMZSQLm{?XP zMf}2@BfgN}!HMP(gWv%EuzAy_%)d?}Mx+|dYc&!vgMx!+y@Ow!x;1!(0vIg=h!;3Q z#N)}_4=*aBIDQ5NNbQ=uOoq!MTPm!J3;SNv- z+PMbCrq;y8#l<*vxyyKzC!t&t&R5>`b5QlrOB?B7r{c0&MHCohl46bmzt}fJM^s5^ zFYwl@SMy}MGcz-VgXdAeE)P^B{;5O@f;ksU_Zur7XD;Zb=;%S$QW$&u_$L`18Yp;! z#hwvB=@y(ewi>!(gO90s-1DiNO$hr=f2)Fk06k_qEG#X{lkKs0;fipebZkGTqr->> ztD)gILKhhW*HgPZG*hxgcZF{(H)9$Un}QJ~gzcIBC2|@^6N#`q0bAn^7VRo!4-vNU?6WIqw*1=hD(2?g2rdMFVsz#yAY83vB~D*~ zB)6Nyp~Zdh>m)SbC`=M8QGH&5`#@#Fm==OqVhTmQF#V{Nq!)Rli`^J_$(v} zZ1Z-0yh&v8g>bSHZGQM4gYW|_EO@X#5JjHooA~_zu`l6o;p)e*Kcr&U5e!kzw|?`4 zucfUG!xvl8U>#6ZRqdo2{|TfFM6~;8j4_-GY5RB4xGx~YRU$cM%7DH=1;S+tA{S1+ zQ2a1V%`(Pd0lrQsp}67t%>v$RtGMBbSGgMPM=f?q_lbvrHpnu=E;0ga*c=Vl2bT_Q zX}j()VrJd=W{6CaiQaqxG-?>}A=?)k=E=8tmg#4o_kM9DUKolB@>}XI%gh77%0q43 z>oKv9{D2T}5E_z#1K)3MaePO<3J>$DV$CH2s*S;-u6(Z1<)MsxE*AXaCobA{w%Wh*0-gqGli+~qCvoA4PBv3bWz!`iJ|?%R)n(h z0H51$bQC3<2XYIHH_%ji7p_`cTR(Fe)kGP__bvvT1%ws3XsG4*2N;|IjY}>xJw2Ta zJ@vP`*M{r_j@XWcAzZB44;1pgtfLxgR?ny6q1(H$Nh}zt7JIAY|fwGhoC?V`jThYS1P;F z-|vuJHz5|X%NI|sUpL?9kn)g$(-HAmziGEpDiPGw0M1H?A02=AE#DZ!+D9Gvu91<=@Y#Xz}J z5$BHttfw(}tB;UN1A+^5xNTZo;kJTsa3n3q^mf2eEJ9;@56(WOD7#O}^Q&A#?sN?u zCV5;Y|E9ynMq0As^~~$YZ;MS41pb$bE(LxjX0rUQdx`GLwvuGMyKS7Am9>trlqOk^ zFwzFDHhf}YBA)R?&@O>vafkqqe5i%cZvzZ=|HlFNC%xXKEVWs0(+3DOU!$R_qmr#` Ge)E4oN;;VU literal 23901 zcmd3OIxmr~M7mwC) z=RD8eu=o0{HP@VDj5#JDpCM9jPzX?9U|`NMg+WcEB-bZQxqv(8umX?q%|xVGVqq?dt`AW@<0VjKk(nv z5K2t)Kun=%`1gUB?KJ;ee`$={5$5UxKY#Mm!%Y_LC$XUSfwf3x90YvMhtlHW;$lHx z=$Z22&%5w+O05>S_?-3w2e!<2Z38j!{tIYpy}vqmC*;Xv(EZbF*VepC;F&~ncLC~*RAmoE5@093Yv*mC^s@l(#g>IaA(En?% zV#Cadf-!S9&U_cV_LFh|m zZ8(}8**8477+J7Ld)cv~@o4Gk_B?!0!oI>KLL=rE&4pmT%@mT#@)PnR6KK?KP7D8% zr9j5Z%d4!a`W6o_C_SANhKh;`8y9yxQv&s;Bn1o(4$kK0CMI~VrNu|=2ZN{MVPD^x z@49|op@6%n;I(jd$1CRs_kv=f`wHWR4!d=)AThyL3rG7S1~oGR&WFgyBQ#wG3PPMM zGnN5aH<5zxrt)|bKcJYts2#iTMUseRDb|>A>~HWbopBdk?>aY;prB4Yl$A+g_4Ywx zdb(Z9(|ww!I&Ccnd(xyMy|jlM%)LoGTDEz5mLt3{IAzMVZ<2Zj(dCA02% zCmR)tRF{m|{*C;*WB4h_k{l^iLrreMq02(#6>hLm5OOrzA|dg*P~$bJSGM;EwuIm@ zo{mV1ch!y0s^>%=R&NZI?Cs;l2r@GAM@4LEg)})mJ#yy8Q&`EY=%^@6ZSOlH6ciNK z?L-q6e6(Fhz8v{vNmEl(u^=DCe|M3ZT1C$$1%=8soHqse5zB?sS;AIaSE>#x)@nX+ z@dXcjsZt8poHwb%Su`e1+JgV>UhVg_>+-m>6GX0D@AM2Amwt`#IUE`J$6KuJ^JtN} z=MpL9r2w}0eLgQlI#|P<1wW$sBp)(F^>CDjX!9wF_DqgkxNwhSRvrSmb<$r)rcw+ zi;)`(+Ws+d8l$BZDU~(Nw*f0lt%_S2Zkk2JL#M!gfbhGi>&o(%nDbiGBR|>SAYvhKlMt|8Z>qB8jW-)xk`K$Bi|g%kiK=q+qv_ zf?!uD4n01n`6P1B!~x;ef>mX;O%NR7WURX#>#tvVHRE5dRKLI)8SQUy!aYScX*^%_ z$!00OTqF+dS7(p~hxqkMpI#`{AR^>*3kzRupZHvw3=NH(?4DUbLQU$4J^rdYl>f8v zX)Z5eOyz4kswucRIB4R)4wrn=P8jO3nc15>X-l7?>=9bK4XeYd@NAi zKjGvqQuTs}`rkj4soj8}O>fQ#)GN!IVrhQv5h9&*Ugw$qp2j1-F%81eWyPyU%VkO8 zWVtDk%?PEz`KWzmWraWecgI?*DM#kaL6gJaq-DXHEzfM71C46I@1H->9DCwSzQ^~# z&CNx{tM;o%&Uk+cLk>Oxg|>zZUHt@_iWnw7UCB*P%s@mclZpP!!@zE%H3C+0ha2Efgd zi$~;t*w~#-H_NELAd5h9EB-7)vR2PpqbZ_(zfMfte;SnI@%&npLr430fx(flDrh8# zR5X%g-@9k}V&)g+v!=XCtlaRANm>*;Z;Q#7?>&*EBM&DnBj;NKdn+x%S`E&B#e&e~ z(uGn#DCO90gmcII`X%n^De&*#zsA#c)XRgJNblTTTsv~g$RtUzf?(Uho8y=u~ zG9FHm(bs>krsL%#7Gw{x-rXyA$w-o=(Laxg3h_bV_3-Z}1It`WG&q$f#Qx=k zXVz;RHDTksu6rY*w>pfpMGCh+oQSP7OUW|(`I&>-9NZ%MR+=I{K37#~YpZR#sMNb@ z{-&i6jnC0{CtZ!O_M=tqY!jjPodoe}r5;@4Bb(zv&UIe?yC6)gi3}SVBs;$-`0-$? zWwdl3bc<;b_xk!G3pLks8R<{{J}=*h5l?$5%$=r~TSOG2HO9eiiF9 z%J$?VlARs+PH7@u*mO@=QlG+Mhshe|!Gu?8T7My4c5KEK^TTJmSyDR>;OXw)=cXX2 zD#P0}{(+3=jJ3{|vAA3oaT$YfJ zjy#ZuKSqQgcnMwj30}wh-}Ns77MS<%3I69Dj~J2t#GWkYKE@AzH_J+hu-6B<=;&z3 zX1lwAnCpjqnrTE#3n>U|%#4N5$PWxP716E{U z{}}~g6!aNfnmQ@FIaTpxF6t{b9Hp84Qv+}7NHZ5|7}gX_DYdoj6RB9u=do|Z{r*?* zAajl>swtff|0PV@T}CTl^RG1w36n0t~i$?cSmE* zEX5{d^3Ly)`K9K51FxBz^NLx$kE*2bY~P9oqbB|mF>k{V&a;RdNqUVCAXmZ^Sj!`g zyvdwj{G%^cZ&k!e<81@6zyJT7PM!z22IcNo=H=z(qvloc2ncMttuS=-^y*FSoS^1j z9xoC4#>Bk!ems-P%*@R-EM71L5@6rR z$j(;04mAx;P;Q!gD1}r6i^H}Y^aC`R@DzlfI1n*NHa8-LjobWR=L%|D**8oXnU>U} z@HzSC(^cJnGM>T_)kFh{51MIe7VS}^qoXw)hByt4jG##k{N}LW&0+_@1+(=|1>7M5 z*RuwmFHbih>z}ZKuSiTxG&DAjNl%Z=!8Kv5oYS3Qa(c4As+xQiAc|ziYC4GwKM8-j z|QCOZ-^OJ(u@S9WGGz|}V@<3At0w+SG)(B#L7}J$z!5|D$}8j#tf2vXQo70f}jW2 z)BRPJR3yo-xVUoLHPL172dkLa*s%kJG(0UPwW98u9@2dc63(XLBo5wZyP6((b2B=e z>rf3ZEwFUxe%m!HUG7hXt#t&!nd3|aB4f=~m|y_#{gZ$bMOavvT0TkK+?-CU-f?Z& z{pviK()xs3ZazC>ro4!pr~h3> z2Cf?<%UaxK(D_)ophRCk!n%U5s1WjPsOF*BXs!6Wr@*?wrG_A>?*@_ht?h)2#kT4RdS!m zgnIkGG@OwvB)gt9cUcZE4+eDzQ<78qWuH=35-`5%hFK)x#<@mme`+UWG9?epGl~)M zjEep<>^Jo%;J)FT9lOhpCXeLXFput{x=+9Ez^Ul}fJU)_W&cSc zjb(tJ56FB!TO}(`27?%eo;kCJe1qBpHaflSB+v_-6m`=-)rPZqO)l-PPq4}5+*9+c z-!a!UWng&``JMAD(r762T2AO@C4zb3eFB8Zx1*Gf@pO?g2DLrlkS_|(6JL5fopBEH zt3XBStc!uSN1rZIGFdHBfADl^gRUv??z({k&X$`4W?=1RC25q3^ze@UTuX=x< z-=Zd`->%cXj6i`v7}tMRr`)&c&MUe~EL`zL)2dX1#k~k`eksRijMg@stMbtG7W7l( zas*wLU;aRsLQ)I^JOB64(h1(Z!q{BQT~ZyPt6D#%J(gt`Eq94~7W?OvSy9znX;q21 zBoRw0o~0@!MpZRB;@^h9j51UzL8QCR@6d&6FeZFU{H8F5O#U1ynJR)Uv9@5-vK2y; zwiQE%+A+;3&-1oQkUa41X6OXE)Y2j+Hnj==_eHGWzS{X`}kLh;Pr~obJN)Xl4e# zS(m3{=grO&DqgwWhU5=);(kJ##*eD1 zxCN?3>j0md+@7utrU@o9eydKobVcaclSRo@iWQNgw*6r3ym^$NZp;22_B~iqsd`a+ ze$jY)^f|>>hBytYgcACPuxl(r{DG;WVq=r#VJ!EEEtM_14ijz`uO&yYQSeEyce(?J z*>O2spF2f^E2aP!0)Sk?%sHEr+TM@?vj@0e(?X= z=lg@Y!}0-q7F`&Nnc^#w4)dyV%Q-e&X6?c5aKf=YN1-nJ(~SA=Gb8X+Q(cElvl1YL z!2X#ma?cX|95U-zbH2Tt@A>k%x41V)%n-3k>u+3s*M5I#5Imh#Lob}ZTTC)wX&80LYs+biFheg1PYUY8O$Lo2^ zLd@^HIcJi-m7DIZf3ZDOtI6aaFg5kefQ$P3_itr2H7v{wh(10xwz$#O*l`hf%JOoy z(6F#FjUt*s6(=t2*W=@p64_|f-0EA2*vdHLOpQxs4JXq`T(37yc}nXncOK_`R8_Tp z3>jrviGM4ESY+u~c)7G$>%$uCj#VN`Hboz~ExgLJSGJp(aVcxD6+Y2<5DIvU_}@C7 zsHiEd&%rY{sC3Qq3uv}(nuQ~pBeKFRoldC52BS0qwZ_Yw*`B}JU#uQmet3F_YEFWO zGFz(WJX)xs;p0o{?UlCVA_NGEh|dwp7ZBzoE~`)C;_&a@y@Scl$r-OSQ#xUVg@dcR z+fIJR@5~UdRlF|10mnS6s?Z>l?&*>pvnAM637nDO1m&(p(Y;ZB?1>pQG}cEw3q-w==SM$<&6;W$vu%;lu%HL9085-|SMj z2a6tnA6wV<8b7MxSNj9$)k_^-rJvlVylWZJ)#&H=QB8v4Lx)ZMgW6sxC^@0tneOHJ zYQ>aOLx|{^e9535>m9yK9xry2szQ3LkS6N`%5-+oS`ya`M=L+}`Z`oS@O=dr91^nD z8%?nYgoMDrz|jg51!_o&w7WZ>pvQIR%1U~6Hl?=v9@X{HLQk#TMsRp|(G-upeTK$A z{cta?7Mmq`$u2!d0%Dmp8I!6O?E;!sd=WFJJ)H=u7CO>!NioaM3JnkAxGnIxs=h^(+(*nFS%mekD7YQZ+(LCh9|QuWzrC&`I<04eRwm84;b3xc*oD zq83E*&VQWu@ZD)}(RUa^`qwR|+lt9s{lk$;ZF0sr3a{>WT_=40lnJiV29w_*{k)6n)Mp=+uqa%HcNOrdl07P< zI$bV^%>@@T*dQJAW|gziGN{^`RRmXy|C!kzsXu%CS~Z5Se#z5UG)ToHo$527Upd)7 z8&m&TuY|0HEPeZKh3G>OqC`uDD!yI`_YE-88s{!<+f^whz8f^Sc8}--=F_RSHtx;{%_Wl zX;WXZ&{sL!XOAJDL{>)x8!OK+LcB$3Np;Dlre;h$LK!lXs5k_s7K*Q;0=EYYfeHS+ zdYcRC;N!ohsxFe;@E+})^30~y5H}1!ynok|DH&$W7je!KX%@(CP3JUy_ZZ6{=VPf~ z)_F)fzA3$rm?HYX-yZy$qL*$U{{}y>79Z?Nz)#1#@$I*myVQ$|fg(y73O&ed2y3?d zrF=y@l`HM3sC8y*@&I2*LnP2~v%ZT25Qvq2NC0et%VZ-z-_B#vv-V1Cp4&{pQ`$42 zbCffOUMKtxC3&EGNM~^|uV(3bC3c3^oSoA6HS?mi5MPxNo3C;O2kR@QK6BKOJdx7$_y>16-p@4`>t zx;nf_x>q-LR0u()GaSp4FjO;k=$UazVfo#Nxn2_O7nr+tmN$`r=?R}TEMggTGR2A; z`#N{W6n0LnHZo3+5t%h8#Xeo|wa3@^vWOsNkAx9tuWnK|A51)=9pX0Pbv*x$jn;iW zC)hci%Jc=irQwE-<-Zn=YUvv<6*xg^rw;cc0y8gl8^)B*wZx6($2d$j-n?+%&s$*k8ba`OJtr|5=UHohEugp1dcA~iEtj1&gkQNbRy=0s*6$mmaK2g#ue=Zid4hq zEU(QFPA|SwMopAzkkequF``d&V#`L&)$G%MCTv_H;kND?nocPaxbMhn^cq^ol_zs> z8K$CR38i87iZT8;g#R++$|vb0kR&ol-t*fWvR$E-e&#WMayYo6Zh@TLsoG8iM4lp`pxs;a2o#}{@mC@N@KqO?9W&51aKb;m^K=oR#+>q zKI=1<2~0kaS8rQV2~m=yN@`)#cM@gBnWxYwka5L_OL*Y=!TzJFs%c+onR!ZvwRmOq ze&O_Z+ocJ)bI*?LDBdi)GuKw49jEHry=rY5Qe)rIPB@#;6um6(k$&#hV)QI2q5gUR zgQ;crZScZTPG+WmLIVEJZuSxf3W$Otc6mhwKt%8e_ugl730eteWpTTgwlczm$E^(O z3`1uV4|kpnVSWAxZwM>6&!^H#PHS!})_M_6Ho(~kt}J(yx^>KgU~x)3=%pQ41>X;= zJD!}t>4`g{dHvHR9a9O3De~Z#6)UI*BShWlICaauxpv{$mpRi zb#&YfZ=7XJ>^+ZF90xl^|!z?)|sW;qg;A z{g>DvdF^5@1R8;V0UVqUtkJVs(*}p^{X>bS?d>;Yus;AR!SEf0$i4ug_+0mxei^*i zc9d!(RWNqGo`k1fYeCNKQk!U^D%9b%bg~h8OYeCbxF4rzvKhhTa(X_(eBt@BgM5P_ zyv7Tb5~G^b9XLR9IzGZ&#$-SYfF-9$C0=z$5XQwY|H-OzgB@S$?cLp2mJ|k{7_UXV zy@fQ2aC0a6PFh}uK^JDW^}jHs=(oM^e$9v3xf4+aR^Q6@l;JbZE;&~d&vnlZ8@x;5 zNhmyL82>Z@GaFa&CTO6oaIIn&doF}n%GuT3V6ADFXYtNYz*` z^$rgkFV@=e5TUCUX>>o+E+G34+)Sv`_BV!+$Cf^n;-)ySci{x7o*w78yt=i132~6|s(ImmZaQ8OaG7(sv>97z@N(=K0|kuB z$Yy=Zj~UB=_rdJ=;9Et8F`5if`{0U6%r`eroDl!^q)X09oAI=qkMecZS5*xBwS{94 z90#F`o10v~(<;rULc#uMRGD`@-d)`77nB5tg&EwPZxwzm^UuqpeNRDQHj(pYYHCX0 z>2d;Ggy|BU5kQCKRa9^Q0j8m+51X7+UiQ2g`r&PXNBpmyFCZnK0T#`Vrs$jp&p05l zT7KT%Z1HcWhW?m&CAccpJJvf%(=(;#r=P43JP9RJ|H~S7ZRcB~0hJv20+nAcN;A4B zcy7UXqD8_7S`ibQ&;a@=;s~$)&q{#@5?vK6}5CqlBr!kdynpfR;TWn!s;jKDNYq7WWU8O7fFZ}5F5kzA*a92o(}Ac;^i5PjW? zNC4W5Odx^gukFL3U-PniGmR^C#7bG@lgyWa5`Uj7o`ntLjLy@^Uq0qe=}jk_;V%Bv zdfk9OZr+RBli29YMpgZmT3cu=nPFUZTn0_HGt1TWF{lTb>oq&0QBn=#&R2{pZ=|4w zG1G$Lh$*UiRM~EZwZz{eES_t&Y4w*MsI_=QF2^0q`zsocxIuoq3_lnEp*0SU1~wee zm^n!)B>X!h^?9DvKVZ#rWQ#8~!q<00E$`A*VEK$zGV8yFC3N2@a|zH9m@-F3LTWv7 z-f(UhGv!zgq}&gJK6f#nXlyG|y7B5$g{}h&b!wkS=Fv)~u+8H&Lf8#6^&pY6X8dvm z&OV;ICg;G3l=n{f%JS+TAq+dS3)xpyXH8CD4`Pddm$7tH_3n=#Focl}F zqmEFM?SxOrtIx{a4+joxRxyrf2BHm%GCTaTTEDg2=}P{d13N8Wck5_QP7 zG>U)nM473q>z=7uqJ8Hid3@p~EYB!^x3J!#_(i+DR<`>;V0OUqbUG-w+n%;@)jfmL zJUhb~taV4ASctT&&0uCp<##cDygh@FOX3Kbo&5?U89@}1Nh>ZP!D`fxJw85;goLC! zUukAJTk5yEs_TAz7_ww-vfdd2daX&E7TutWkbR$@)|cx=pql%8vEMW4+q%V;D~Rx> zYt!Kfj1U?&vKXT+=wDvm>Tfk|z1dPd zO_!w*!3Zv!x#&>)8JqX=*(yyN+tYViSd$81`j;=q;`H(k$b zJiLA9h(L05L2K0xv2-nd6a6Z>63wcwtvx_<{_snB#DD9g{!>OTNF&!$QGH9xv8i z?o9;!m5u+R>b#Es9VmK9DJewtE+-K1+#hIZR})Rr+6>uPeV#pmocD9ddI$Q###yQ3 z-WQ?!-7Jl;i9B|;oD0Uwp9dNiJ&zT?0bj0w|J{S#;@RXp$Fg(jk;;Cc8B^0mHPre$^O&m>u>iws=>UQm03HWBY{P6!a3I?iXChI4IM+n(lF>t4k40ywldZ% z!itQf36_0@9Fn*XFxIf>cOqRMFAa2tVC~IS(6F-Zi&SM~kflIq+}zv(zkh#)`QLwl z6!lowWX%-V6jfIKQm-&pR9Ei${DZVe zs%(LTEh-n$Tq}@3FilYm$8lmIZj0naKcZry#xoAwI8>o<6L1a^ooAl1k7bWdGb@CA zl;i~BO*Bz6IzGfjsskAx19r#%qP}|dYSC>cmB!0D40r#MTt-I5^KL7iClwMJI?0Lw zr9Ws0ppQ(;#DtJhT8bIl7ue@m`KcS|UgTmwGH6j$3$FZ=XA9+B36J-k@Ur+LazcD! zCxmJoluefJo`@gipFN!})HslNo-UYwm>r87YF90ovp3t#Kb+TQsLP3b$#F&gAk5<&s)ao1=4NVEHAe(Gl z&FJjhtoZEw%T0SvM;B_h(f#VQk0u?2#n{*wa3Uo0I&AA!Y1C~*@FSt2Q33=Cmhj(y z|Fr=_mXjvo4sfzTV-RYG(yIUE?+^P$Ny%)cn3#LX5v#7QZZMTU9vnSbtK>?v*WG5U zg0!qG6p|H`G$#QpD?oy=x3{P1aa8r|*RNC1bzyNn{ObL5r54AaE-EL7=CbTYBcH_a z2i&VdjjGUtl9uK_Li6rwC&<~gwFx-%s!%Z(l$0JIl)mG(CIT)sK|KQh=ck8>mX|ZN ze$bWKJn<239_9r{2>@ituz^kCd${)_`)-W>-)wavABMv|NDbow9b_}-n)_@qe+Pfo zUbkrQ>nQ%C>#kI_q0L!SayYDCj!3r?Y0yU(PyQrGE(Hq}Z#=g*h`st=~{#O&%_3-uGq*ZwSP}yq zIk&cxZ2(0QWYB3&@p-;TA50fchwkbdLatJi5fZ3LfhOIv9h_6we3eC_kQW~o4I~@* z`YczPwcbi=xdYQ;UVi>MK+lw1TyelIz-l$m0c-|M8=pust)%I`GzrDgJx8cZ5SZj*Vq!$0 zv9|UdFE1}I!(nImClPPV;h`nSo(4S;SH}&&0fT@}BweE2RJ$1?%VWFRYKPouUgchp zap^7yQk-Cu`_+2@@!Q))0l@noe#k?V{r4|ODKdtJlpyniN)AekFK{QiU2KEvQeiQ} zG+n6P5&Rzov~SViasoBH0CUFMcmK3o?;akMR8+P$5S_jAXW-ZE>uBld)a(^s6S8C*ZU{>F?@U^OsgnjjA9Fy1Ket1xP^MV@;F;D9q+t4zK{C2L&uHYG!6-+0|(RF6YR%WY@#18cQut z%b;xXZyMn8Y844ZV4-ciS@x*3oQnZ+fCESwz+|nEpfCW$kug(g8JRV3-@Er5$3dWj z?9+tT?CUZM6%5A4e5~ezF65iEBg{DnP*73TtITnL8SwG>;iOQzDXFlKA+bX;Wv1BL zi__v*y<;O@XxPNZvs)!yvn!&J_zkgYR?e8|sjC1;*GadxuEz~0LdJs$ZB{i)Aol{R z%lesXaB#3L09Zdsh0}bV4s<}|5Xbgy3YwU5Bw-Dcdfi{@0dNIlTBTtF`;T{1yU*VIllvT^*O@Z0lemJJ^6_crMdXGSw1od0^iJ&x}UE5e!OcH!wL~j0lf_ zGy*eQW`Ou~pStjKeuqCia)R_hz~p@LpArB(B8u2@)Uh{_!glMOe9V5(8`s$>Ufg`Y z&*w#KXSeXJHXbovpcgzQD^*7yMl z&}jnE3Yh<=PoJPxqDX+!?85I}zkUt$5YYInE(2LMW99&$CdX8t=AGVLVOLP*fsISI z>?@D!DH*s(Vv5)Z7$lz4Pem^%GGv*}%Cq#Y`dwIqbF4ul*7t{vUw`E{V@Ye#Gc)&$ zjFe~_X84s_usd=e_t_oIN{rMq18l<8QCMIsQ4c!P?tvw@z6|H zX3zutX8?@zT)Yb8iQKJn*Cu`BE9%g2*qL!jbC!1}AC|gGf{qn{R0+1sc1lIv%~>wK+v7o_hfzYp;y6Y^yv7*%P^0T0!~&B@N`S_iO^ z1%Yi$nP7$H1&~y{`g@kFxuKO?MMVXAO+Z47PD>lc)A3v@LjGs=lFDtf%-hoZdCFsD zj@6*s79fms(B`iIZUC_VgISS6?jJekk?rXEhGNu(oO##0*U;_^kpRa*xl_3Vw<@4_ zU;yfTl}lv%u9zjs>T;~<{d{MVpP%1oKxYm)hU88x2<_YQfZW@@aTb-7)DLhEw6UGK zV!hEFPQ+si1Ds!g)yaU85fTyt{HPzn1j1>g&m%OSfb=tka{mv38AZs9)|9c7F-@Dr+egq-OK>?b`${D*~usE zSt& z(Qe#`s`Fppt|0loqA#m2o|3lV(UOH*-i_Gc5^MaXdY@|S{@*EdasTeCNmt&fII zG)GMAiRVs4gUtn*1zKvk7j5AH`QvhKNCk=U`MRdXZisW{^m@St`q-zSmW~%|@#hy5 zlznB8OXd4rTFT;myB4$&k(!nUsW9HBOaJ@#ud=f8XDuyxkbJ@BWVxIyH-Z*Ev~2kL z!VsY&f`E3q@Y8NJd^RH|5CJvGWt#ZL?N~>KQ>L0?Gcx zs0?WX+w-U5pDpKsN5)NwK2+&Xq3I-%h#;c^04XCczqQ&HP^ex3&2NLo?2ue6kX1pI zv*k-I)U1nfKALy)u$&(Jw&lpDV2Wr4B1>Ie9U#kx+8GDFRKQJuSpv{0N=nMls;WQQ zbWhQ*u}l=clwyXr8Zj~%OwFo5o4CiCjx;r%-l(z|41yc8|K%>I3%{E78y)=&gb*=H zO9lWbw*JOz>w|Cd$0t2O z@bN6z8)(UF9lI;>4+xO?^a%_Xr0aG3fQl_pO#!Icd$VO5c1nMOE0j)@5;-Un`^8f* za8JGs4!&W(JL2LF|(O$;x_7) z;%w&Ze{!G;1=h13Bg>=*kOveM0UnleSqFV_T$Y)NjxK+CqjofxEt-yjoFEa1EBJ97 zKZ)J=U0o&`7H^ik7?xWS%;0jy=n8QNI4pbTTX#pKu*^cTzd3S4S9NfpLj!DzevF7Q ziwudi89bS=S;239c8%Cx4^(I)0dSQi8Gb$-<_<-c$)r*J{kIeJ0~m=;kM!3Gw({Sja3Ot`F&%dl(<5w&(rz1>PaM-5_v6>}~~ z{rS9ZAi=*1`#7KGgoi|_&DTtzj(Y!OL)5GUvC9~zm+uDe! zCHtj)da-CzWlIsLgnsLAzh*zt7BOwDIb*PY=ErQ3iPSFW$z#`_PDW;d$J9mo9NRDR ziI!8AszHFMim)UzuK>Z^X_td9v``}Z_g~-%7_+znP2$su2hhzQGjm#gav~r`NPU$x zyvz88IJwgt((4n^mgQ>eu~>_9qwbTFoB1)|qe<&_CD5C}&%0ueAP;<`4+X7W9;2AN zcM?A2H^(vX?>i+Z`B;*oi6z;}JET{4LuU5u^j#MIm8&RfDTWWMweLB9*`=k-WeXZC zmqRIh%_9hguP$H0F@U&+?oJA#W%`32dRCEUAD&uaw<~2E8VLJVY$Gs#D)d zy>ECRr&Ysu%B*Xkb>IDAKfs!hlId>#o!;HILH=K_>GXrV1rFs!#|P$Fv#a~n@m^D~h|_4|HH zBU)O}e+oX0%#f195PcGDI(t!fb-jHps8|RLrA+!7;kZSRFt8;ns|vvPBN{1md|sPZ zs`eT9n7vhmfRPAWqOGV_5gQmvrI{5>?*42IDkMiPSxJ5T7$DhXE)_PXyFE9M_SYi0 zcsaiSw-{HMx4^cRm}d#{>&5BN(M?ks_@c{k%UWE8eKud(z?pBVZ5cS^%ZO!-Wk`4| zYV1r6o2QV_wB_gmSzGoY__|Xg;zT}&7KJ)h#;Z}r!(WaDvbwJ*AW(Tpj{95|#f{h^ zqpd=ceti22>=<<_GU&+q`w!`LK=gFNQx?m>d?QgZg|(0ODNl!%QS4jVxf{l{ zd(_~$96BCp&Zvg;pQ0!-1I!`+mdy?E!2)Fa6>R}i)}l5aJPW#Hha^4#${M`FTEU5OR`5}SB>@9#nj)${n zfd*4E`-Y;LKa*Z_W~q-R<}#ms2hJc6`n#>Wu|gzkq#tv8A&a9B!9D&Zh>g=incx6W z82Ha!O4meY)|LhE z79fx5oG$GLVw#K;a$^~yyq_hK%V7N+)58m<3n@7`eu38O8Gv}PadF)MW+J1a8h|M} zUp^xTKq-*lyrJUc#PRidxE?Ft8mrd;U;#XHd#PT>?oBpK5Qzjp;-Jd3t}Yp<`T9T(`&y(5W*`*Y1#&MQQ(Ymz*Pjf0 zy%ATSzYFH)Aiy^3y7xDpmX84_W*J%S{JgtC^0T@?&@V4k~DatQ&9WoMp&-1q-|Iy)9T-l8=(;1jc!)f?5{ zic|$iM(h>aJ4C6rWq>P*#CCESYC5=F^Io!x^1lHR`0XH@UfirkiJf==l4z5*x z=-iW3RtsgzCfnZGv9+((Pby-Gk1)vasz$)TQFm3e<%#~0AlLzpx zfav(Zz(5Jq#-#=qB~?|ZW%&~boW03^SV8E-nR$7^Qw3^RgoI(~>FGE4?oDanMvVd7 z2A)k3`|qojXz+PF;PW~EWifq&?}z{l@BnSG5Dwy3Ndo8O$89puDF*eulAx+o$3Yk*ec*qwr?YP? zDfuWivs*l?$>lwKn+S@X-m~7Xx&C0(2nr_Jh^?TwiUwWo_)aZR`-)A3+s;6qeDEN$ zOm*)S(wP^&JWIik>`)>RD@$;l>mC$}{96%JL5?oS$GZ{u}867DGJmFPa6pJ8jD0=wca zr+eD&4ZHzg_!_hgxP3}MU7XhI5HHw65ij7cZe#7+BKPze`*r*}V5OituoYns#-B*K z0;J9WN9_b?%*^S--|8=#p{SAT02I6>eH%GswgH-_Db~3+`Wc|R)c)8$t5zBLnD5D9 z3OsgTZVDLdqW$w>xwb3;LjAuWdX%%C-Wx#}YA_SEAP>zPrEA0?PI5Hejm-PVxepH; zm6+Hk%iPonI!M8NhV6Tf`WytWSO~(wB;lfUO-+BlAsYzcqoo$m9+=Vg2tPl!ueMs~ z&X$QK*z`)V0pJh}oH_EBH5>t0{{E2y08(HeJCP~qSNuMw3x;pH7LOc&xwdP+{L4|{ zcD||_E3F=;l22NHd_xN*A8pcSCE7FcGXbx;2{06Q(dvTn`Ixq6&3@J9bO*pnBh%zR z0`-TA-jIiP1q-1ATbVW&&5dlQIMYUj8$(VunPX-E+b6s+)+WBB1AcOWmVLL-qOQP1 z=*X9HUA`&Kd?*!S{Hi0by0hs!LU!)+&nrQuSjz}m!_sn}fg$-7@S8j8a%`bj1&-#L zkpd4JUr|J!FYQ~=x3=yn0;3nNB&!K!02eEm_*Cn|<6M*arzmJ#u%2Hv9;aX;RK_L~ z(78u6??&ED`7g3x6h8wS2AL2C2~hvC;syGl#!ro;v3J2`oxZTbi`Q@f%_mR%_-H}~ zJOgA(m?dcLuK{$Q@o3(jBTc88#U2zCJk~Q=h5#cqc4@;AbTkA_-q2=D`+EDN>$ptm zs8F(G!oe!p!mdthaEUkmlN1#s5-WZ|;*%)KQ__tA7}&GqD@T6)I(I?FP?vIpnRsL^ zrbF( zYKR9}==pX7;|B)mv7n@@E00nx1UP-zz@KgjE64s~NS`^Gubn!l$#vp$TE5S=yl_q; z)gK8u2&Xd-(DBCl9_O8ZI0|L=r{;?U++bH#*NSdiES@9Zs1v%HEy)7sLkKW4em*0I z+K^aUSfH-?&`c24QYB*(Kxw#ByaR5SKrp@7t14brg#SM#dBo%iN&5;z(MM4hGkN8P zeB?9KKeMWGARBkS?jGZ){ZJP770l8GBL(X!2PrO2K2sA}BTf~Y7c$Y4=U}4o!J$eq zWdo7`8}8?;A*iyKM_IuTi&5j*3srvF@?KwBEMo`6^Z9O1kFTGZ0%q z6WrQa6sWzEsmZ0x7HJPz*g!L{n(PDA5mLXDr^KAreT6Tz@_!0B_i!k;{*5b2qLQ;w zijbVoY==VWKoONtQKPoefn-E-NRgdHl8_WbQF54&gpd#tD#WxML((Lt916dC?Q37x z?|R>V-v7ELGxN-Pp0(C@eechG|LO1HdnYv})dQUMb*HFEJUZQHPJ5;$#NXD4X*=LD zHdi$XC;=M`ELt>)4w2aE%HN4&c+>HP`?R!pXr?w>1kUqLKFK&Nx;S%zR@V=`*AHJy z;c*GA4%%@-x>4*e+a{`Kn|zK4|7x*at?60VTJvbGBJaWhm6|+QdpTeHvh|5q4PD$9 zO3Uw^IsXSa17InHnFLFl9Anx2=KI9A1IDO~rbcav$8)*zpDO-Ms^WSWXBv;^fhK`F zw>NFl`D84U&vI3`W7@V$i#J`mr#l#+)w50rc^cLkG6@d11&%K5nVxGH`yw0Z>(trM zwGGC?{j!c`*$+w@UFjXX>FH(i3;7ll8;zgB`IVvtK2VENzoB%6C?}$lUVIyPZ#i%r z`!`JAQ4sGSYppQ+!GVgb2i9^_P^if2KG#I=u&{7`8O#$`|0niNayS#Y+85kg|NolI z%#zZ#8^RcOIr0_@3AMOn4IHj9(JhM#X0?p!X4IugU$H6cGqe*st>FC@ypJ*r_>p4|5@3M4MujP3vT~M)Tuvksu^iObp6#KAt6LfT(c(9 zFbiN!Jo20Kt%C?!$R8bV==JPB>AI5c>OU_g>ag2Pn{kL{T(&W z?Rv~r$X0lC&TII+LZ0xXYT-RJWt8N2SI(_G$eM9*`|hKOrndXOztCDr)m`~rGy?y~ zeAXPjk&^ErrtF*8!HVJ)LN7pLffm7$Mr6KezLl%>Ms2}d}dJRt55Or@JPwX zq}n=lfz1DVd|i8$U<(Q|I#w)e;D`9XleX~HdG zC{JjTpYGtC&!ZhWTJE(5eKYuKH)SoAxg3}4>(6=FGi?8jP<~O}KREAPwoNfhYi0s6 zhG`?OV0nQ~p`i-AX7RcH%g3J9_s&GLdU_WW;Y$y;eA8ekS#ROm(kT6G5!y{|Cj-|( zT4kqJFP&VGJu!vwg}v~VlBQ{Vfv2SSF>x6)nc4f!!uD4`MwMQIL8LHsP!?Ufu}@YF z>h9Hss4B$T0%UZb7Dat2qe%|^vQsYMgd1DphVk1Z_k&JCW=BrVINTH5&diM4c5CBH zFz8sPclruOPWrEc-xq$Qk>QNFdeWt(e8{_%A`0KjI$-CxB~}yXYgyXkC)vuM>d>uv z_Pn_{$vWfFT+DCPnW_m{P;%&cLD{R8PEAGL#3o`cT1Ejd#UI}n@6tR(3v3E-beh-a zJ*%?zt-!W|IJfaIcI6$3{_QEbIMPYGrIDFLcs8(^Y@6taGLH#$tEM(>WlNW8D9$-+oiC(Xw@*p*ptAOSIvKP2(Xhjo8RH8(pWhmD5zBAf% zd6%PF6p;1uVecA~@7(&$KG8ZYu>M1*_ulN*JvKI`$f!zuVd?)oU0^$+ZJYw8Wuaah zbk{-XCJ<4gzL#mnsp3VNiI&^IU_d?wdUIE6rH&k{z&#C35;4AkryaijHbNmdF*h=u zx6$90ELG0`*FnWew5w5$%z~V#~9p&e_|WRTH>GK}wRL$XgeQIf zMBn@JVX6hZ5p{hwg#4*wpVh_1k0Yc_evRJ`lg*(Xwoo0?&=b?4i@DGnj3(uwo-SKm zB@Uit=Q;3D68hnqGXPFvU}-E!uFzA2a=53qww9tFez|{-3avP{ec}xWg4UrCAH!v< zYsFo)ZjU`s*_ZZSd!}LBZ-&Kr?RoIQUcZ@$uM;y{ohsYyT>XA`sXVh{0V70E92~?g zUrML8MXW0CJ`Gi`5d+$U;rIeUJ|+8Q`*SZvgi^SE*k{K9?FPD7Ruuyj&lF%Bhi*YAz@*4G$2q!kroKxs0qnS&Bu>5G0dP3 zH$sI&jT2#;A&WyPunv+x0sh8HX$fT88$H#3-qj+0wqp9qyo{c6~c zf`8-OlrxOl=D5k|ayesY_*Us%f8qaYA@Ot*A()T~=yY=Aw|7C?O~bjEv{St(DenhK zQ(>Snc{87w+6B~H3JMBwnl8&B8?xMru0i6209gO2&~t-=0u_6u)`=Fr0#^OY5Z)bD zRs*;pX&{iiLy?!FGMdQ?<`BYB!%6Ar z5c|i)MZ9`vJ}-e{{Ww}73x48U^oxM}l%XZZ@v-=vrbVpEeMnv5V(JS?+m1%7(U`1lOU?wP;bZ`5hn%Xb*XQX_Rs+oju#r z(=&zhKX5@OwS;;iMS)*{1)q!oR6TsnMTm)f} zy^e|=j!ROx79tMjfn{P?b#M6~UE^5o&BcSIj*gBI&ByOMl?D)x162I35g(tq=>gJv z)YXk8Bx7t{C5~qxhj4}?Z)eCC|7<^j2tEOR{<5p8FYHu%DH~_U_n-@8hIxrO>kLGe zKKL#K?@qkLz2XV5ACgxUt8!?HSeA2+Aoi=R7=0;Xq0N3V6NWxp*4rLPq9i^GbJfPi zrr7@nR)Ax*b#)_SW6q$b;X%hRnK(F5tgWpLCqH?D6xlfaS&;C?_)Y>c0T_A|t!H6j z5wGVVjT>EgQb*JEoeWycsMjk%fxaK~8L1Q{xXYvCBKGAPyiP!;Wag;{*H9pUTX)4Z2fZT^%*x4K&m-dgwv)U_QH`sZKr*?@mBMA~2_Vbj#bGd8{KX zQxLgC2`6p#G^=|K*VMs7pluFjZ=M4ad$D^>1(liOH+=?}+m(oj{s#$ejDMrvF#DV} z;-9gfvR=P_O}K9<5SSQH0&C&XEyUP^y;-ZLH>FxFE+FtS-8#jtG@zuwyBRDcAHl@1 z0#@{$VIFT*m>Y=jF!lZ(ON4I{NdaTKrDj30*rw?20bXEW#y?h!+Eg0S<6o(DT9hf{NNk zm@PphM&fGo95M?;qncJJRa}?aET&JF&n_NaO7^G2YF)#_E1>jWm>koL z-^qb>&f3oIFNQo$D8uI!Hf(qptvCDoHw}?fPJy%9n`XxaaSO4xQq{z;=*fqf0ulg< zg`?ZBx3-$vbzCrq`#0=MSjU<7+kvkRce1EVm`PB8{G2yP20DLiKSBbA&*`4XjnO~cN z^<&G{tv6z0xsBc2+%gY(-3@D^rQ$Iq+%LAv9=bj_H!SMz+E&2iKz(7b5FDEH^a{4( z_zo%GQaKc6nO4z#np|FWZ*p<*9bo@ZFmZP; zIQT|fy*d_gX7PlAfriEt%N{MtwT`PdvGojh79}MS{0R$PNgxZ46|A64CbQ#FDbQj- zWJuM35eN*FP6GScmO}?{CPO7ycA%Msy1}i8t;2yiRN~Qx#8wH3p?}C5) zI6dsGhYcquC&%I1n4jD}yY&6SDA$}vKiA+qfO-c_6`zvoCoM3qWcgQ8`i$6%6gbPs#sWv9WZL^3k&;H_*&>n-L3T|{Oi=a-NJt!TVV?cc7=%VL z=Z~r0NKGKy_*L=1uMjtT^6%#{F!qtXPteLR$Tp)7d)Y)wNFcTkvPXeR8$ke0i~Sw^ zViN6$%*VqT@kD*ZfAtY|r1s_pE-o(AU5fA%nwgs~RV^78z*u1_5q}L4@`!a1xaDr4 z5bOmlJMKU*#8Xc04@yNE7EeqBSZ$(fqSvRi4iRh{TMi>|es1So!*~oCem4!dCfH*8 zGYdKx_}y{!{raxoI!n&$5-kC1iywSf#I2(GV(Ox9htH*J61tCHp7A2=`eXS$(OJ zdIVcNQAOd;xDNeH4G<~#|8j^;b+~7QEJjWz3_@fXhis~crWw(^Trp6Bayy~jj$shg z&y9X|xH4wCw%2$LW)0#|!Lx)ww{ge94{3;p1M0Ls;@@8)GB!CpHi&b5ZwE*_Q zq~_x#BOq)crv+mPW1r21KNaF0dAqHDb3Q06oVZQ)?iC{Y2ZZY+t9u)P^9o$RU*x#H zmwQeh>|qbyh>5Ah^I>XZBY?*)U1ccVfQ`l!F3?FH_A zQ3ztlw4^ z;Pe&9V$tJ8?T^Yq5Tz9Uf4wZf)OGTX4PmBUUfMYP8w?jm!>i>xP%Y3ymGeBpWI=WyMh5y?+M<1%)CZ4pxAIg7Jcaf?h{>3w**gvAhku z@!E^3+ACTc+dJvm8bQhE+1prH+gq6GlQ|mM+L>BgaWHc-von%?x3{;k<6~j5{GSt; zt!+(M7<@NXfr}v8h^yH_L80mWeL?>g$~T3A+AWm;fBxp2dX(m5|LuA%-0C|h-V)f;7g^aK`IeDhB zkom|@4i1yi`!osN)uRimSUvo=Az8G*pJZr<`)|Boe-A^lh%~=J(f>QDX8r$1|KA27 zS^sw%6bHIOi?Iu4L{?XG`uO^?B})go^8WK1PN*(cT6%hrpdd+AgHdniHz;mz;G~$C z7}RTaY*Be^(FHWelVu5g{mo46Uh>ayx>yLPsBgFNXelYT(aXL7C&{x66?nldnkK^^GD;o#u-5W#=%5rKa7_=pe=HQP5^q9GwCXEI-|7eD47 z5Wue64u#944%?n38VWpU5jF&>D*&a-g1gFaAjY@V_&+1`9gyci`XC@c>@`0>Z#LG~ z+pFA~ke)6pEiGL$SE9^-fq@bKIQ_-Ng?DFXCq5Dh2`R;V;XgA4AD+z&<4opqRMCfk zf>P2=E-F7d&$m6{|F>!J6nv{Q`5cwUFUI)zG9_fe5 zC7$>$Z;Hyd#ih&M(emiqjlsBF`*sR3{{0wGU#-;Z86fE9OiE3Jrg@_m<31YAEk-(_k? z+fv$r-?bYJC9oOxM-BGXt-3NmC2HCtp0++RJFU9V^z`&-I?O0-@9lAXA15;&OAqhb z`0YL>M(WXhJ*P7^o+-kXGLmXH$}64BzVk~b^zV}#g{BgzHsR_Ukh7rGS}8&Q<_xD; zg+Ke6B`6G7ZP2@ymGZjDo!9;k6afJ`I#jlpi0*o(_DXcHCxq0W>)+yv(UC{YYs$hz!WS_5=@SENU(`zqODz~F)e&H+DL|lWQ zDKl6sfaWr3AAR3_0-ig!CpsEhO)V<4KUbJd*Xuu&tD;^X6xuXVJ($#ltPIu6340166Tk@SDBW5s zCj@o>`M#hc|2`z|?~KObdXLd?IRubn)D$z)vIJ&fxO?S|IX)(-#n2eTjUGV<`-=KVCAH{@F3d$;kw6u-H^Ip_1evHOc zx9;(4nZkTEVxDX~t&V9yP-_gP1mc=UUCPm}- zpN>`O(Of}nPQ}zzuJ(9wCUGwGpR!cDngV8`%++Dn5!UhD|LIok{cy?pA{)z7kcy$D56>xwdGWaOtDQjYlaA2W$@si|R- z4~+(}w8iZ)H^4SJB_8WQaG;YCY3SxeMD@s*-O83}s5<=dBrVq{B7-bPf@wM-uMCf+ z+Dx~hxJrm!Ss=Cm!PM}Q`2Vq+lti%e&cg9oFX1HrL@6=yd)PN`#Rsc@LE$o@Lp#t? zd_Qev(4RK+(XfiXe!6YLtT>uQNq2o0fEL){o4e7aAANYgg?4tEc;)EY*eoZ1E|#eh#nVz}-sPv$kBuZ#z#M!H4;UJVMliHxPyO+>+KOqSeOQ{! z#d8ZKSmBFk2eFfQiN5IE>C=78+Z*RXchnTZ$o%`r0wVSQT7k;nKL)c#UGH2U!*QkY z^XrS!V;B+LErYT+iq_|j%yU@Hs<$A}`cC4;X6Qy{pzaVZ0;2a`1|AZ=kWj(1lytEq z+#5zUP_%535?IgC@iM%Q19?9Q6)jLs&@|nEJ`kQB>aRa%qjp7EsnuzKS1S4>-}Hy` zNQTt-+&TZ5k-Etc(CA+4kbQHy2zNLax?i<`%+f-+(t;W|-)etEYaSAb_ZgoU<@rG( z7NP%JRLDNywze$`3o<&1dhH`Tp;X~hh_AO0Pz)M16_u@w{~-Mwk#iFo?Ig5iH5a=Nm&ob!K=kp;-F6dnQRF+ z^bU%eI%M7L-st?p)xF^{0fCJ5_l8r!BzDo-?Cc%8=99)e;wt85K^Eq+P)sL8(H+t4 z_}%EAi9MU~YB|PnL`ku=Hq-F`hEaItO7*aJ9pYjuFaP}F`3Ald^72N&^_%E;NQmKP zulMfgN2-~W6ozXL9Ie5+Wzhb?y6!%d)tu~mwNGK0BEpm-kKI@?>@W8wA6}e;krNUI zAM9)kkM!RUVac_3p$*+^4=7>uC39?SMdpe$kh`~?yOF#c>!su0zzXQQuAjS{-SIo4 zu%+5JwbCFbD3O46x6^@}oy1UDhY#EDv$Asq%VAB-(T72&MgHRWTQ;L_=X4ZQoQ^6UJ%P#0%Bxoe=L|XM&bbUw*|u7(tfyFS-*b$5{n!F` z^Ag#HMwaoeP*8$@3J(tc@^Eu0ZPv{5pSQShmzUr2KT5Igl;Ih;iC5{IQIT5FF{4lQ zJkFtNMeIU5sVuVog{$}5hGS33RWX?1RwgOdwgUi2OBw8S|wsU2V6S3ejfgo>Ul z1mP7y_(>R{5`LqcuUyTdevt8K)u_vgqg?$qlRf_V3*4{25p6muo{DaHa?GYo$mVR~lS?$y=1M=6uiDMXWW zwd*Gxhy;qBKc23-dY1_iCmxETnX(_2N+z=(F>|$a~92>+8~vJ>L~mT*(j_SpVO5AEW-0&?4Rq z4i;uX+McPW*o&3x|6~QUtQ{v*?*msY-u;tP67F!=y$eTKsiIDQ9SCG~`TmgI@IT)% zyd2~=;F99Lam~Q4r#VsT@0|yIT2{dxXI-xvqb%IJmdrVAdyO~v79^A+b8|c^lNARg zCrCHe*Ax5!8R2(G`|9JC?}rsxb$I*S#~VC}^d_j6#;_(qxA3P)AHKPm6if1tQNW-6)(84%{Na1y2)dX$ZvSa7$Yp*SUzkj?>gN=mMjsQtpR?bB>Y z?pAHqKz0ro!%Kja!3sy9vR!c6u_p`)yY8fMlI6GKHsrD~3WxIa;wp6)bL zL^Snel_{eueY4DGh#6}lF&-{bfO;%h8lWeL-k`SYVM#X>uTTXmgZ)ljM@Aw9jy3AN zV4)8cCWKba%{ZhjID@q#wS(VHDyG1T%nUCtg2n0&PVMs0zX6;T6-^#pK!KC5=oisP z5zEGHiTT;K18(M4O2*%Gs(blvQp#x73Jw)M)xFYUEX{3wvR$h&h}NMY=kj(VP;}TE zJT56kRfvb9^!nq-(R7rSIpKHO0^=qd*{9OiDLK(39PFT^6~aWRylm-I+CBaa*x&;r z!+sM25^cpNZ+BT72Ok{>)7Ih5_5$RjSHmh_uAA&FP1iD3hIZbkWqoCo6ih#Ud>~dkyeG zs_))`%hgIiVWWIf;Nj6UeJ$JL8k-&*cDuSPmyKYW!bsktpq%IPK+cbxx8LilISZ+=d)QyM~67*`a&%G34t^=B!NVp6;?a zvp%Ga=SNBt4GhLKwgw>_gm+%=D_*OuIO!;jY*ZG*4X5cKuvlzRj%6pYPUO1rCTgaQ z4O!#-csX?H>du^(^9+etK{AaegA0K$pPSrgcs8GbvGLLqy0c%ycbCe1`vOthDttmt$9&TaW<+psN)v4twh{({XI=>DMP&gJvFp#bxx5_~0j(an zt4yq4{no2ZmHN!qw7V0Rm}`PKYT(!m89=mQ3IB#a&`&cSizjd+-gTSxxN`7lNbd zk~>X)vWg-n02iQV^NL5>UQO_osBf^L#k_fMvs7iO)rq<^_LTB!v7-5WUzP~GZQsP_5Z*jh_uP+)$IychC>Lr*J?>WVXW8T1kk*TOVebFTA&b**O&C=A#$m|Y< z;QmoTjhhnji4ztyezN_^cPEWSu3K+|@R8mXs*8z~t5W*Z8-?1RpyHG1pXJ2naPUxw zJVBqfYSf~Ln4#0i#AG-u)t(&`UART1Fl?4(3f;DUI)`n3^)v;Y_b?euG01s;j3VjV zwY`Lxal5IGaG(6SN1l82ji5 zvh-^zbiENOL$Hrr_9S3!<=h1^eh9b?{v`CBqSI&jpsKL0Q5!_7+1flfet*B034tu! zHXiC;8jFiZ+1D>IZL;vYzk*+5Xsaf!Gv-ryPN>rZD?53GmS{H9{%gWqfh3ues z0>`qo?1fRvM7)&Dr3eH#Qx)OA%(+(}{<*FD$2!y*_xC}_pZvZSDYNU~u0vk27~;Ed zx}x4jW{TvtTFagDxK`&lyxt0(LoF*l@up37qvO%&?*T#Q?r2_~E0}^6-KqsAg7?eh zATO^HmsNOf`B$)m|J~uN45+x~7!UB6wq8tp+Dq>=*@d?lX#nCPrWDWNpb#lFzcj`O zvTmNRKZk!^>`X#tWlZv!a=y90aP1*&PcC7}Ht&ZT^q_K=ch3$I+xeCC7vtsnUz~MK zLQU2bg^?_ke+G9&k%N$_W%)l)Oxy(CuEsK}go=XPapbF#@J%a!qYJw!$WzQ0#&fEB zen#^V7GX8(lqLdRTLkGdqJ^mbmZM-&FVw3|l;Du0#rz z{`>-?e?_DvMP2pl6QlWJZOMvbF1erIw-MBnC6)9PAsxZccfR|T>=?ae&7iTp9WJdW zXmHvyE3z|*+a760`Pq|!{B^_xhu0A@67&hTCi*QD6h~#cp2@;u9uwFU`yY^3C%au^ zk#Bu@&OI4EjOX0$4QIzZ+6c@wxCv#+Avv+>U0P)wEfU zOX!4si2#e`@uQN>JN{oJq?vwMMxw2i)ot?_`B>dnnCoHIe z;G0z0567G?RzPqQa5|#RP|KH9*uy7Uwm(;4yX7fzr{So|@R6^xIl=jeh=kz?k(SyI5{^FT%-K7OaI#TlM&bt?QZw zK;PYHU_e9yB_$mWm6MlJVyDWv9^7NhR;ndPoQ~F@>*fFAJ=U|$DMlR-NO_tUqdj0S@0l_i8%t(3m^0AIKcj6!XG1UXOB}gzr zNINW}?f#2GCon*!v^j>i0|vd~(}ne_@0n4%RjYfWe$v-ckYUvPrcE}KSEnDrdILZE z(i$>tEt+WYB>h5m&f*7o^w1L*hr3xcCXsw|f|X4BET zF^Cyno@_os4Z!eGc(`x~F+qJ7_v_tQI}I6-1h+tuEJuHT87xR{uFYx7r1(Wwq?P9~ zAH0{H{)_K|;bwgY)zy(k$eh7ugIKnW+pl>g>F6Sax<0Wl0sa>XSkT@|rPGGXc zS+Y*;wDlARDxY7F;{yKiyj-~R$5YS)BW`e3gC=I?d)7~|qeh9rpXOT#wVgkk!2kp* z%i*vj&}t=seAU6&K!QC7r|PK ztF0|3AG+HF1CE9H)~2B8D@+&>GhBol6oP^C%st)pt&(XCTKk=f*6(zpC&GjLMvry6 zx!V88&va+4F?9u46Qi+zX z?Z;uCE6N3nKir#ODE|0?dH;C7_mg7ghLQt|S{l6q8B=E2PRmUJh)%O+B_YdP@OpZn z&bO#>W50hv&6Xw3y*FdlBE(sZdVQkEnCOX3EayH`VpQe*xLa!W_yz3Bd%Eck)#@w+ zW1`MqLPUJVVlD;#EtIQGb5C_2S1(0tmneV4ocF8PYlEBz-7J`Ds3i?;^2ES(m&4t( zF^F?7;#sF&f#zRex&d)0?iQjF)5~CpA=&K){i#|gJXi=oj(+R6u8SdQxg`1C`Oapa zIy^Xf*E^Is=DDoli`gbBwOgL&n2=6y+A%>eM>6;q05Hw!s=t9Hzta*qrRIoWVS>LO zrx|ml>@Gl#b4x?)>V=waVfAosGB& zXUj3gWupSW)`F#Li!BJjR<~-N))uFN%bLNwa;}`p8i`;Oc~I-Efv~9bix#^t^yjTV z>w+n|8md#wp9*mPMK!ncWjhdTNC+5e8t0rBeK?JQx_88~W%E)=#vh;c)6e%ujs?e6 zs$jB(V|}d2Jd|Zysd!>($J(5Lk4_0E6Np%pC9bTj$Q4<1jBx}lfXH-hqM}Kjq3GF~ zQwk7zrsNoqR#`>G`)I5Nnu(a)0_{}h21BRouSABlO& zi(0jhkR;&@`wvSPpo=#w@oOL_~ zr`DL$2#*-Ye%Dq|*itBxmj}TdJ7Ty1=zZ_`QZ5)l+qJ+Q0D~%sx*2kOISimUsM}@5 zsqqEY?IfH{7H;LqAq)%<%x%xF0FuV=zn0Elg>tsPxGdKkNQNI3=|5y4zM*UG+qR@_j1n)qF4YBRV-opJQjo znBNLZkQBQiwOR&wGe&AfwOG)W{rPU=P?e;u3Ttd_E<(qoZ{0Bf69-*X-v;#K^AFYX z%GU3QxviKWCJAhps=Fa;$u7K7&XDI+3xM+3+W*D&{0a)&Qg%z+Y@;53GIyn>W_qyX zg4&@lNOyK7gC?dg8&^P*pC)5yG8nm8DZT`u7nDeJ7#6ZKd9FhfFx_+_DTp|)c~s7l zi{ub&eTq&{rYaug6`OS#699c}w2xMA-`@U-QN6s}SZ1!{=O2u)Tq)YUGNUqd+RacV zz7@2+T^IZqQ05= zq5GPA9JfDankol3_u@q8^zTc*Zk`~CGfMtgjIDMm+0W1ZSNYf3+fF3gbPulc?d_o4 zQKz-w@ra0oe%hcrBt&ntI$83$s#qHh#>DGZWJoAdm71rHwDFq^G~0Jl<%vt*@rXa~ zMffB0J25bLT6U!-cNA;w^xZHy)>>Cw_5^0y|Iw6v^`^S|I4Wz1EJS7FjagZipY4()SqciyEsOmmRvPfA0fqpwMCktp`UYV(7WaMSYi@ zoXmLvR4u*_CL=L>G%`LaIxDZEGEu>#DmqM^TSaA*K0DWg*VU$qx7)~3&&-VoFE1Li zw?|d_Hc!WO7Y&R$+K=|3dHVSJ-=9{TY*(936Q-Yja)BgCoIkz)bc6d9$fREy?M>AU zMAedm+OO;}gv@9A?*q_Y>kv2fF~CBvj2V%03>f`%iiHYo+GXHpM%;qju#m!sVuk|* zx0_-iQLS&<-RIWCV+X}E_CbHz^Y=U@e+fhZYHFwxlkv;V{qP!h#>(h{-ob2#2daYJPqcVIzNM z(kvbnCJGZ1+ZH{~MwjnWjM&;ui77EwM??%)oNFlJEn44kKnbCx`?D#6&={irA$8jz zSJKE^a^l3;wR@LNH%24dz}w{5OFki-=8k89pxIU{J3Kq0<2uT8C0iSZd>;(rgJ2>k% zIk}S1lGsag@-0vEr^EILY2FhJO)73pW-Mc*JNP?<$SVc2K{8&x7}*J8o5s}QVO5DF z3gndBhp?teOe}_%3xkJza>f^?sA?^xGL2$w*K4M|B&-l|v^#HeF=V6ZV6L(zy8pxW zS6{W6qw@f^eGb&f(6zlX>x4mG7Fau`RoOYHFzZYzJeO*1R$V|a9)fIwFYCS@Je)@( zv2vYSP7+siEOPv>R;_9$gdDC%Lo7Yx^Jei6ZR1}tN=W1`L$|6q)pS04Bg`^ut#`nS z1}*;x1aDwsn&tI!u!F0st=HUrrVry07N+DvS#;qP^FyFKpMI$IQACO#)B$3m{*k8T z)+|5Cz1r0udB~f7OFOHrg`P1Wpt!sa-|kNp%K6S7+4J6e?41s)^JY-(U((&ZD64)T zXmm&1%Ls*I2!7ELKmQnDgeIH$fhEY`!G(ZhQGMZ_7+3k3V_CjBS$@s2!=S!_Ylrwj zEJOIyugG!)md~FBVPH@s`DOV9(N?mWFutQ1iglpY;#tsev(}E*Jh+$JO7UR{H6&L; zWV;~Oukt^YYT8Clwz8xoUG}bbp9AyP*3{nsAsi;CUQ#L+VKm)fOt~b64!gD*%8h(A6b?GID@%hWCEo6B`Cu7}0+d74VJE^F- ztvM(4qs3Q%St8yJ!MS)chzwqbtv?g4K%u8a@4zQy01b|n-53DdmI@`-S4$d@mY%B6 z47l}ZMH18UyElO1&eptQ6A_L-&|AZ;?039A;IF&r{66n?cPouG?l_lWLAw#N_sDOY z_=%t<*#7l~aqvjS$y&!X?l#-aP)PVluU_-)59upl;e8BO7!zWSB(HW`7?|+EvBks7 zO-83lwn7T;n@`KyJPT9{u!{$HR&TY_HGdEqZ9t~BG<{!JAZ$ap1dK^|-63tn+k5JW z$b3PTcT7Nu1UK|ElCXRPDnCi^ndJhAqWMc?g8gczKj!oP65h*$)RE%uSlMH!2c&-> z`cK9b-2_*xghDz16!wSH1*mZNTq=w0hVcu40B%+0^ZKH)yVTnoqRN&+W$UmR%taBb zU53!RzTOy_25cw=FD!r%tXq_?~R*A+pDie4Hd`Miau{%}NQwZ=O*3$i9RuGQXv(BHFCpd|uhD%5~;y z@?a3ZEY50=RXSwTe~vLF9*-BgFgEDy-rEw)7qf_b|7e6`f^kABo8K?1I*e;8X{#Dr z6Y!_~`*2<(gq(ZNYS)K_rTy5B!|q8sMmUz1jypQmQg05G@Dg%qbMuExmTdrLh+eR z!wq0-LfYN2#DFljlW0EvSP8J6e}#Pt_vVt*^-Q=Fn=fa+{XWPXpI0Hvm1m7nn40X9 zVBlhDLq)-wz6x8@JEv&1R77foYB&F=#MY=%rrMq^Ee} zot`E4kYmrtM%37fRU(3ws_HRUT8bUd)NA<5cKi+-qY*w!xF@0_)?)jVqngB$snNCM z$BY(I$ufh%KW-KTCX`k&!&Mf2ave-2-0%|vkJb>XKI zpIe06VK;^RaM7|4KaniYxI?t;U;X50$}JE5Xw@U@lvl-OLgA}{R(j*^k{mqJWcO#W z5QP|P^T7G`C39_!9xBD}1%_@gI&zFgzILW)<6?+vrp}`&D15f0hkmDii}L#RxDF(3 zJYwd~q-}|f-Ou~(9cB1pjrsLYwk~w<_(Ymcy**hq9hU~_{JWc_Msv)vHtj4AoXxQ{ z($*LCQgb;;sn-&<(Eg5n)xi7@ex1XtSw6zSC}@RTu8NwBdm|(9Tdpk%@E<%H5oFOj zfbx~e&mVQ$TZNFi(8=$Q>o9lTG^`p#;&jBvD7Xz)vuU+yXCxwvH3cvwHew$>-;lvrK+nJ?>3w>AnZyw=RZtSp{}!iNHA3A+$gMHs zC<0Nr7`os+8QD_Js7hy+*Gh6c;Ut=Un*=-SqlX{oHZ(BmP~jLJ4+v6f1)t;MoP({6 zXs8F(&2#1s{X5+`sACad`-v)<7#5=H0#aj$O8Iu_g^6bZaUYRMlY5e@QOu?Ezk{Ht zPB4{?i@Vo$+tv=t$g)59-fSG3;%JK1+Y3#cTH|=h2t&NFclu3srP;tYw~5nMW9gW| zgde_wAflomR33{cX7y0fM&Xp~)#Hsoqe|f-Wzg)hRWJw#CwSfNL!sG<=RMr2r^c5G zf$KPgIxN|!`+B$6+bW|_>2{l@otjSJef^fLh=WJoG|+sf1`eySG7FGi%5EA7IG}5F zeTvCpmxK{3{m~7PsJcnMM9HMv?Nn!3n!`UY=8g|=hdHfPoSpa0^z{(ig%v+$g_?aK zWw<*NsZa*uS4^FrFL;2&1uS@2UViYXf}m2Q1WJ39e8x?{t1Pm?Tj*JUy@$gvEGwW! z>H0OS_@y8pJF(AyMW1GzMBEPo+u_*(y9iT}#N^yk*$PN=SKlLq-U5j*Tj>4BGLu~} zYS8Y`Wh*83?~~o&##!xMx~`pgqMD2uG>8-#fksyQp-ZBf@(d$!o&1C0T8$GB@BQXQ{t&G+u!pCgNSlbvF9a>%2Y~Yvm`e&TrNq5RA;p414uI6n2`Hh&9eA2#KDl%?R-&RY z%z*3m^^q{_>*iMt`s6ih*1myRuU*nz;lr>8ssgxtdU`++o_Cq9ihVtJLk~c)3aUX@ z)NZ&yk4le=qJr+l=8%ii{l`0v=kuzE4SNZmJwY`O=3!TqFFI%fLgeHhyoX%1I(RKh zcgJ)#@BdIF3miSqMN_gXFdDv`zIOl2^H~83lae!7^sRv5wcoBX$dKX$j0)<+f4{zr z-HqxOzn4A$w$fUx*i#7rjI-z7W6P-DOqX#RKoaK4W6+CW{RHwU zVpoyhr7Lo`vNpE+#fanI}T*tye{%hYx$eH z=B6iN>7*n+SNb=x@XC2;Q+A>A)g@uY!ZgOO?t|{4*lr;YOIU2z_+)#XUBTM2Y^_sG#nkpvLTAobAM&sw!QYhTH}}K4HYVnbiji{I@{q zimi3SvfH4!MPj2Aoh^?1H*Ii3U8=4ds{vnFri?S8&vA!L;gp-p{*bg5{Utmp;e%?+ zW*IOy>~aK9s71c$ZRnjuda&~_^l(qBetto}O7DC@(-+B?TjsP)V5L8%j^zTK7x!|aUjML{B zObngmvl_(I{g(h_+!5K7|uI9?mLLM`Z)4g>_WA~OBz108&w~iwBa@B#BiGVW(K4%0t1f* zg#l;cTZUZoYiXloHvsL*`~y|)r;Zu;b}kyl86+u6SW$rWQxEwNp!ZkmV_;V<2id_f za41)1>x$)$FOd={!_(9V2LI6N`{CL*6^sxxZ^CoFI=sT4C{G&RY3_XA_VU^n{>G}< zK`3K`qUi%6Bt@viM`MQJ?xvSDr{Q;bc_CZhj?WPh>CUdEd&d&uI|d3q+RD|46@dY! zk)E{!xx_!r^Gr%TeoL2iRlrS4_RTXkwkG!zD=8fiR}30Cj#Ev!kh5;TPlpfH^KxQT;RVurv-`Y1+@9kAe%&+b6DeD~cYSaeA>oDIRbe+)rcoT|q zQZE#GNKIYt(jt^H7YXwP+Gdg?R`uHx^hc?=%f-`-Gt{aNc@8E4I<5p1laYE03WNZC z+(a`JJpajssYJ{pTiUS`lhM~Y*^Gl9@Y%|g`QtmsayBQ5k4TP{K#|hlX`wgAp*o52 zc(IU9I;(ontDCRTIJ#3aTr#du5;Wmil3S||iH+Ln&Wz1R_?)N2H%;Q72`_!CC!s>kED=ZPT_edyAGpM}E7a zV$_3)L5|Ud#2h7WgoA=rqAoF4G4gh5PG+xIZVXtpmnZX11W~GxqS85}eN$z}e04;G zvklU(*E1DA($X5%U@JU|(ug%I>sP1+U-jT+<)DS~JO|v+(#02kDjMyLAH#MZXF0f& z5rdW#)&Gz&P7gNhg*c-iMh96aD0EFWL-A7aGA=hnWz@cOPgds^kEly&t7(TnKb5@L zM;vInNFhpftnEf-^q>Xycy}GN8&~MDX|Sf`V9kaR6fK1GSag`xDzCZ=k_uTpM_Y5d zcgZbzW|cRWU-19+{MIFB<`V}t337>=yg)liTl}+KDDFMWJU3}4LEgPsGyOszTRC1A zBbV;Cy_3|%Bc5}_35ilPO;c(+`S>K-RD~yT@)p6-Y{XNeN7 z-Hg{E7Adn?piahNH(5V1ChDuebrZ|q(qMymRtzT`Wp>$o&cONOzjdZmItrk<&0nf4($4h1pWsTh?sY1vQZSJ%deK_igf+RmxT;omyfVF#0^d*<6 zj_8+rcAH1IBFx#;zT-_q05JLw(M<9Q+sZ!r1T+xLylX$f9DC0*IWkgXxH+sGJo1MO zhR(~E`%Y(lQ#LGKUqV^CSc+Jq-#c4ma+Hu9BpMNEQD@ONbX{DX04_LRA z2(jCfH8nnS&7}izD`)wjB%jC=!oh)H>a61FKuwMvxrve#{(9mly3*20)h17PTle;Dv$pkrs-K(A1jLaga-_cDHHtaqn^?#-_Sw_0lf^)3d{R2NS^H*Xw|Ubj!60d% zvcb$~j6_lvXwBm}q;lA*FESc1_?!ikg+J#&6#F2%8E;f})~jQ^ZhgJiRV9?;CVl(9 zZ-i+C?#-fK9XX&!Nyt!#=XPs#-aH)}0-S#nfxMmiZ748J&6E6mVh*L`stnDq^n8)# zTYXGIw$eog2NviBC^$gk0cg&re>BHn>x;zWgF6UjsV_B~cMM8VcETdiem1iAlq&Ct|Y;kUbKwT;gFK4p8(~lkG zxsU?X8u@SEjr)`ta;c0vDOw(@yV;O!nxyMj)*Vx5?Og7v*5N$|U!snw%n`~zB2-H$ z`gR@sZdRIJzgK(iUhJm7p$4=hfM0^|#U}EVNC8(YnmOUBCCDz=PS~v!fP9oqjJ0{S zu`nhyubR8KZY)c#@l+0vt473P33K-b9Os*x=a_M1+!;3LiI7(|H~H+L`G|ROB*KR{ zX~ejbc*79a1d|Y7DzG1w3wHk`YsF%CMO<_IMegYL@1|=4LFBIAM00a&mD%sw-*|C* z(@G*`=~sfKc7tiatk)+@Su7k_F|p*V{e4qyLMZKUD=cKpv=LK$>Ahjs97$~+f+QL6 zMGJ$ui6L}$Ypv|&PAhy#Y;Q(|+FmYQ`6oM&Y)%>~1Gp_IALg*n;V;%udgO%ia z)&)2^LZewB?LbB6pE>3i)XHH}%^Xqo0s!n_H^e1VzT( zSp7v|i2w>)4((BQC;{C_*K1KDx5LgKz2#2%?3{xKf&4Kf?fo$Iqh3bVf?HzgM9o}< z9EJf_t7pWxLP9Hj!1gPJ!8OJP>1Tkb0N0<_s!oB@fYQotn&fI^a7wj-Z?k%h-#^T| zysXVQzvEx#T+e&ISynJYG7{WlLC(e*{mG4N38@y?c==MU!y23!%q3_CpsgaxqA!vk znkZBHaQS;t`c^-c3)CwtE9tT)vm%Rl@*>llGmlVn7*`QsQTsgmpfx60(|v~p7@`jP zU^Mv4+pB#FgOS#UgRf<~0Vhvsb5S{Ys`<~f+Y`8 z>PeEDcEL%k73Trr)uG?v#bs6sl`dAt1Y^gp>edeGXk1=Bk|{CKp-!7A(vp7skdb;m z2_BW<&OU zJZ;P1S#|b(dUAh@O4QF#)+`(-z;uAKL#wyQxzC>_sMRP+L4kH1f+`5;uA5~_4EK!u zBoZBO;ky*ugy7nNghENB8Fq;&jQNLTDorW5=+0`(X_@tt1s@DdPTomz)p{sPx5Dn6 zPES+=ce6Hu>01y9P`3C}R=viIl8#sn56}pBH7Yf~2Y+QxD`3-y zYqAk%galw?b4y3^o6LHOC)AQFxj=RWLJ{mEoJv&@fM-XTk%^Vzk0}lu1;!YLx>&=^ zq8nM}JO{>>JbR66&)1{iO-UzS%7bU=JLMUmGMqONwE^l3G_DCWIvn;^8V%JSRSp5I zc{{y?J>M?}Xfg~3TXy|!gxO*>-)wR?fe>5R^Bz1~YkXkCJtn|H z!qB*r(7NC8v-h%!^s{QEIUH-iRRz#bAG^TR>1Q#m@S?-kBSpt%w&jpO8 zHeRM@W;LR@NIk{V?;CHVO85!3N{WsfT}PagtZ7AcbL^U|g=`VSK-Uxjz_1pBE8x#+ z(12pGEXV@@MMK=sl==n3UgL@llW6q;GPkcr$A;Ok+bv#mq zT7|rN=o=U$3wrQv^+gI9nybX^QZu38G8en@Lp+DDyvBrBw3;R+fc^vF{ijQ+huf=L zg-4#^V^-Im>%to&2lc)w=Y!k)JCC_jpcaR|?GK2;$kE27;pnytO`m0|$?5v?!Ch%W zs4Hsv(q(Uk)7|QwRUH`jqhs93rU0k9Nm_Z^_0thGb@@Hie zwq9U32Hl=ApUX<3y5U_iEFg6^yTp(D6xwjLnw*# z=aI3%g2`?T-T|Pax4X~U?!>rNoklcT<*GHS7wT~fE0SiOL>f>)kerkYz8B$~G>FwQ z@IR-!N($}?B(sSez%g*{l4zqKGIw{P+Q~y4`(-teVUQsLc;^lMvs~!tKC; z;l508H(O?B3j;D6pQvM&!8b9W6^WpSpe91z&TVBoZaYdbMx}B+VO&6O z08~}*Tkv1-VDZ($D5OQ7f3`D94J&`!or`-wqybihk0tJ-?cgy9C~kZ`nxQj@X1nL>R0kBqT=a^+kDE zbMmEpVcIW>jppA-{-y6@#K+ipU3Oywj?-;#-qD-A0wKlO?S2VLbM~>455=s{K29M< zr}ounPDSak)&zUpBEjCKr{NRzkEdrRr7P=cTGR3GrKjCM1H)^rmDW_?I4d&sNGkZV z3$#{NqmB05CBivUrX_gESYiNf9_BmgL^|_?79fLE0Md+4B@E~dX#f36Jm7A@XOZ(P z6Smd*?8!lhVVN4zJd0x0Wh#Dd?j*IlmQ+qVvPe73mZ`Sshp6E(krQni^`j$ zY^_~(98^b?1wS0VvHEzzZS~>it;{pYE>TUz-N%#qZ1#5u(*(oS|SKaW=pN3YP)<#O|R@Lw8%geut{<59Fyq?4Kco+I3=B4k~ z;2z{2PS*SZDxfQ!XU*@(0>k~Z4NWScy+0cB*=>7Hh3-et|WJQ^S3_^*o6bA(voa_IJsp&lv?UQLNil! zOgGdrUSA8(2n2z$Et(qEcmPIvgtP&C5dcRyCKh9Zd(`d%-bSWFW-G5k|BI>jj;FeR zx*SSBx@%^KJ z?)&km^Iq5Mx}NJopS9G5paFH`g4W#0(#cH0GCKeLwdd!d^Es);r~{8?Zj)OAC(9$s zyjS$!S^S`8ZNVpoidJO1Dj|_%H(9fNFpWU3mGwCtEhG@`B&_~l_WYZ+#&h%Y66kJW zn)SI$IZ3~|;~ug53!|s0-!#}aE=KcW6(to3lW$*f8QE?kF%4&7A`c+$;GIfj%uDiK zEsFZZ(|d(WAZUBCZFsA4JmnAT!!k*05ogh!JTAO@nf}(p%4xIKMIm@6XWpK+BLX3! zZktm+dDC;IN)nZJ2Ev&y8Ht~F*S&@7fzbum5y4$br$v5z<>t)^z4jW<$i3Im?~(N! z&H#&@l&&*`EG^iXKj;L8s0!Mrb;sg z559q62VP8|M(NAm#TCar%t^YnBHJZxF(Gomk84KZ1R)8Q{+c(<5tyZo*Kjx&HUUCS zefLRMb4$w$?CgDm&y9L~0T-<9OLL!6agREkSSM@N)QciuyyL_WzUr@sQeHQD4@ z^ZMpFQdev!T#m@K?ot=VJfi0h)KZ6x0BM1$Nu1NjK${qtGFgA{dNHgEho$2i`&4fK z4F0)^_5h}0Hg7t^bhh^$^eEqQH2LV22yg3g1&zOY|RVaU~x>`PxvMD#$7YWJk)OV{c(0NQ};kGk!Vn)XgAgerXDn^|H1 z-_7$sp^pv-2=F{RLgD_bPPCf~ZO;VI>=-M2j?84Sc$$r5 zce=N93EDZD6tTz7@-LE9CYMIFG7-}@hmqx@)?`13gg&DJiE|#RKazX{><%=ayb~oK zw8o!dXHHJCd$-ogEdDaTKlIy>ct!k*-^oe-$%aOaKCY%r2p&-1rSu5Srpy~Q&Atw# z-!J|SF1RZoUf?PtqkLujb*qzNo1&?2#r-!(9}dSqA|swCzWm;E6~6)x)an4es%(x- zaRy(Hy^wrgS)LqbnG;?=;8%h1`&zMIuT^5pF=kpeqEl>!kAngLVXYHiQE;PQ`)OKw zhsRg%iT2&R+PJ|N`A0TAR*3?*kz<)<@P!sqkyi0L-qW~`YHp$@yRkN?oX5wT*(Pd! ziB4RGQSwELSTC0${EZ1RFqe&AYVdikukkG4V0Y8>M7m-?M^awYW;d(HbUrRlE3w3n zSa`Uv;40p|Yj41CgV;!QPQKk^sKfKN!qr-0IQ@{4J)y5E)zn?kckb8$)hH#xR7L{$ z?emX{@RWg7gJ&N?QTR>I#nS*B)~^Rd0IPA!uh+aNSwMYK;CC^ep@iR?)mLxNmR@TC z=7~}5;s|4;F*I0u=!%`=j3VKxJ>!S&j8u=#NdoRMPZ!Dk`}PM~Z&Lhyyc6DQ`%IDq zy{{|!B@0CIg`b-VkL#q=e++A=d4D783!bsyi1@+8tqd3l zfHoesqt-r^%Tmw@UP`(J1uGF=M?Y=3-W4DEKX3l1+ARvEbcZjC2T9N^I!rO3O85}W z2|ZQe?ZL8kmcaq22b8}JscqR)vw2c^s^p6cJPYW)g$8t^ zDr0Qq^|j;kEE)Y_vk$PUx09sf;t~(tCFe9++^0MK(UrY;y?|F(S9mMG+2L9TRvO738k`NyQY=EJMOZu$$fO9EOU^{X~pYjm>*G4SgM^j((opnCio~- zm_~ME*@ysK9DPw73j{z191wrckMY>wuWeQPAoCu~d3LY zo!prl+&;hzy?*Xrxh|bEDp{?{MR!VfEWA1Axf`~r7*ZRUf|}?qpep<6Q^Q$1bg%#< z@>Qz`3+x&+RG#lEW^G0Gyw7ExzpEfY-qG{U6Ky`eBuZ8HTeyb3W(?{3fG%Mw@ zrkb`p{D_s>$G%<@HX*1xNLN`B$DVvKP$%;A?3a&8)G3P{5uhwQ-PaA(SJ(|-??8}X zD_aqly?qUxl$}SORZ#%2|K8|P8rO8hZ1xcMAMQe$TzBa-DYdGAb)xYk_~57QkJACf z2e8D_qD>h}QeD-q0yLxxe=Bl@zP0cGy3}Oi`t-~O8t0MJ+N5EuSK7f@G(HiR3Z?4h zP9hopPwx8mri5l8l<%cK8I(g6+nIbf?YPi=E2-LqOP$x}t+98pJb~)R*BL3psO$Nh zVTFPQM~A6VFFsa;&#nhquN;sn;6BZF-KjSwGebg($1oyz+!ai!PiS|;DI3|UnV&~y zlcKOI^XXZfm*E^Nwg`KVq*D*HN4~?Js=r?R^mmC_Z|Tn;7u%A_I9M#`P{CMmX(=W3S_>@Rrj#vhn0zTCstbs zo}0IE+7CA+Q2^;q>h`RJLWOl=Y6621-iZ)~K+H|Eh`XWUo&vygbXy7s#FC(ALuoEg z*@-i_AwO)COomW|=BLhj3%sWeU(70#o0F3}4JMMJcL4N(XD_Z)!d{rQhxHa;AUtVt z1GQ_X7DHQ?d<%cWNg3WDu+L^tcqgv8`94fTkm7WOQ(mSbt|eH|jPp|RhqY_242fzO zIeO{cE8M#m{|sCIbkaWg&FugCNkA%#R>YUL91#)Bt=4@DF~lFh;Ci+>VrHRc2ZNtd z-*xaES*|SQ>5m?Co*utFwHUum>1j_2rUZJe**#@)Np3|u3yW(rZ{L~+>Oa^z zlD`X+(sk1V&V2DOey!RMTFEVd1UFJ}7`-g{g9I80FsIlJ6*$k&Z;(!JZcIXV6?L*t z>MYuaKa*@$IQwPZ?%EB`R~ZCAK7~%U7CbU)>ZTG-LfXnAa+v8=&&o%XDA9*~TvWckhW%5)x*$IeX6w`@|0)9Bd$u;BlX=6xOJDnJBSuSwleDi&n`l?#9SmRE^tbzUyrn zST@u*7yB&3STxDg?Ppm;q18kR06n4$cBYFpNd+B-Ejji4*SUDUXr4<};ZjK~PUO?+ z8R}#b{2v2uT58NlEbDXVBTGr?6I3)t^>x4M{>f#=H9#VhyG6_s%wwO$C}=Bvv|;Ev z?J_g`qUR!pCu?{l*mv8rp-m(^Fvr2BxkP^o0|scLm37E- zHZ&LQGt?hC5+|r213?W8&@15uVgYeahx#nKcn(4^zB$Ehk6Jmg(=G+r2)mr7Mz1SA zFY_vS!Iw(wPVTIWCD#iUL^MQ6ZHW6c1TsC)h#qP1&sGt$r*{-FCw*$}hP#I4UYAV5 zOo__XYSl>n)S>M=mUf99x5xdOtPYt@i0nk4D-g}kuSSx4NegX!H>mw)JrWB*N8zcq zb{z-_f7cKQ-)`vc?x+xWwXq^t8Q!w`!#V6*e&IIsBI6P ztb(9V`R~V`k+#Zg-Wow4!OVW`l%qs%fdM^ii`-e8vs%@+vU_D`5m?~-)G8>4GT-LO zq1358h@dU4&$KHR?Je&2k;QN7)maO^Qh2o+wP{q;u}$&V&{(039JF`(mMT;0`B+i}cEzlvnsv8$J+v_bmL|7aJaN_o$ui4oM)6mOJ~9T+UHKz4eBKbIwXg z>E_`H+T_q7r0PvJU4|iNTOZ0@Dr3l`{NjK}%xgCRBB_Jb#61NfUs+GS3b$LL8^_!H znqitsUS5g=Dv zhsEu$F8vJ!c%PEe?b6yD%2uw-W7xF$q#3A2@LL{wEVRd$`+&_2nxOWQ?e>1T&vG!7 z#G{?<LkiCf>8nTC5q2mMUy_l7OarxpKgB zFXe8sKYjGgU}km%C4&K{t66pRqvM0mQb|(FT}+mJ_P#YKw{E{b8>VjS?u_r3cjPQF zB?30^Em`*B=6a>YKfTtq$xSi8zNIKdI%A5N+z>gzD~@-|QftS%CUN5UysTU&1MF(@ zLZXF*DQ8*&ci!~a>vOk~pWw+#VmSEM9B2K~Zh^{iep)h}N`iUm!r;4uJ|CE86h86M z1`js9Wu-{mX^-oSdkKUnMy)QYtR{7E$=M>o96dNzlnC?`yutB((4z@)(InUP9WV#I z8Cb{$kM<{-V$H)rQK6nyG;oEVM+{UzB~`@h{m!W3w7F)@)x&47{s@Mep0bvV>qWdY z8GVXCY;8Af$7en{4{+CLTv>>KBI7#8IQykPa;IlQr0~8y^Eu9&AR#)vg;(p_mUn~0 zI&If+tmFGg+5Q=nOkVsYbd$*N(-1iXLeNA_DenT}uEnlB;5aU!D}QZJMa2P0^{?E@ z$nFL|uya*71KeLFS%l0VU6bB^G`ZjR^7n$P<9@Cc^s$7{;;697#KW-+lnk7<03R?W zN`JW55pW2ni^`E1IdoGWE++q7LQm|?8-UD?p|X$aE>tWlSJ^OhZJK)Rd$+v?g#GNW zY^HBoa}fc+$3O`KWd4(=b$d5YU2Bb>YapqkNXpM*yRem4-KZDPuYuiV51L4HsZ@OI{&UxM~(^3aOg_uR)NXAV< zxePKr@ThsvajZ|urpPz2M}F|VT@w}fm>VQlZj>kAB2e{u=vnu)Yz9y#S`Ss5OiO7m zF)GwPNRPHqL2_ilsFEn7(3e@N3n+E*2;_BrwpQc=F;&o8ok*qqM z6Ns!J1aJJy;`LJgl*)HHm&LW`d#rL zWqqW)uwaIhS?()aa^^>YsMX&-~ys6Vv-5uXak zRPKW;6K135Y`9?&K%o18ce;N>wq!TNE?pW9yFKL7RQDa7C~Tr;Q9olqxY-Q+mPpO2 z?6CIiXB4mdg_kth2J%us3M8whCaGG!UAqSz3s3^B^JtjgsmCoT6(l~e;A01Gh4#~a zQH{l1eK1qGYmYB}^^Eg`)m1TsU;5N2R+>`NJ!!P=2=8`jQWeJT{F{)FtzR4h;KS-B zS{LNn3+|BM{lSg1o7eontxnnU2`(H|L~=9H68WRw z=G0%6;9}+?2|~m2`;pj_c{5)Pq1{q}3iPYJhRtw|H^w{9QYa=qx8NJv(7mW*obq^3 z(I=%I2%%5?s(MW;-Gkv6pH$K>)L9ZGJs}Zl2~(JXdg-#I%Y}0LUg@kFwK5&ASk=rH zkCRSH>mA($A{Ii3)Qg3juftak{+2aAz1XUHyN4C*N^yvbw#{RIZvrvaeO}x8&TrES z0YHY@To_xzU4=b7N4r3=AXwA#vdx`cy=cUcN;j%&wRzcTZl{X+(NA@axEfqqmm>bO zFG)^L47EXdCuN=(?O!aR+Oo&}`pvNS{!4K#r4_%vhIq<(Cf&(9;=4Iy+sAQxAj<7K zAt^=H(3iNNneE1fgf6%H1T4N(2 zs&yI!0}2g%QytzWIrH-ZY-x;fOLF<6L-&orD6rhxVtn?)D{dvFXKptv(uI0c-M9cp zjiya)9LSYbMJ@GGRqTOyX+j7^Ux+>P0_cKcgss~Sd|!6ydaGxEqJk|c6y(K#7BRUC zQt9_y5-tQkn6v3lh(2O%FGBVqOg|iQOdbAWB*h?r4Kkr+zBqnmyOMkMY!*7u`zghu z;$3OLkUmYmM+kEBsJ;g#o>!sugZ|S&hZQ&!^{5dxocYP-Nda{962Bl(C5|IC<^n{) zR16GYeM`r!QpfzyTj0@5j?p7$qwtGu!`>OxCcFC%Pu0?AabA$7rthX$=)48k^9B*QX$1-TZ=U*}%4bIRPnb5g z_h3ZViLVX?toHeC^;_qfbizhvM7;*e`(b$k&&--?8M9A%&`v-5?GkZUL8w!PjC=R9 z6k^6#7bp69Ee!T0K^G}tlKIRb|6v%C{AT7GgUnjmmo%I$N%xX+3x<5_Wp4viXf7@c z8pc)t7DWsAWK6w(%Y2anz4&=^ntmo}1qu28UHNF4!a4B$Q5rXk-2(!7AnWWHNq(~K z7HK;`l=+-clVn6c8zuQdI!g@CFISebewtWMaJ;f5?#8uqeRAwmo{HxTU##mA&<0p1 zJgz9Jrw83C*N4!*n*nI{f4E6S@P&uNuYlCQ$Jq~iZn=6I{0CsFtcgTJQ&pWAbw>}d zeyP-jUfpRiu&CkDujxO@WgKJ2K{WsskbJmtiRycPe&he(phep>Md)LInRwJ!m5$;2 z|446Zc|zYH8bF1<2*(0Orou&sD{UNKNFXEg17q@|VxwZOjvJjO{%5yvk6T?f8l#M! zx6Ak=`{UMn7L#mxK?YWQtB-i5-80>HZPKC8cS)UxqUA#MyXPC?NuqS=f#Y-AQm5Ku zEI1i?dldLl+E#V5n5=MR%~l^l-@edNJTV|R;Nkjv~32` z&43*0d*#36(9oH=u!Y34Glwp|{ypYP*ZWQz(C+*xj+gP~Yr^NhH9UvWWQ3>bpNqsT zX1>BTXA6t0cOB-Yra*$#9rSsZHw@dA2;WhV#p zdydpW6UCyG8cxRihMlw%%7B$V^Zz^gOrB6m!8H?RRj;;v&g;_eUSR@7VJ%$t>Bg_Tc3I=CE$?qfN)k@n#D$%^xiM_ULba*>3d*FTt@{()5#iQlnO=G%JjmaiI45qMzxMElXv zHJQiUSxy@0&7RQf-41C-XEb3ytLmgYq=-T>$f<)84yv2}$b9qbSU%kB6HB7H_&Jun zc{RUY$5BO5i4Y4UUb3X2FF0%LPG`08aBR5Rqi@JqZ+mH3b&H!ANbq#*5gh(4TPow$ zT8HQUqSW zYiYUIXFpcsBO4%Q6jNfI7Q~-vpdv(HMg+$}@Ow3B-;+Bv!Bn5R^_t6(X-%1_m&2J! zjC}A1a$DXpgyx|)CW{?Dv!G)h8_(PgIg?;{@kJ^ zGzA#7nxa2>Mj$yQvGQwtC&T~mjBYd6>}fmU%`=Go75eW~=2=*Hwmhw+{!U?ZI$*HJ zUz?lOoaP(0$NM}jo^9=dwru)=*1!s0u3yR9nDxm<-Olm^`Dd#?VNM1)WS?+5LM7w< zy(*uDiCv6%!{|-n)yKA*Z3}MGGc#eJT{m;!EQvm{Zu(a^oB_PTj=YCKHrdbolxA3k|c_n zUF^M1cW62w6^}W0u5o3spT%jTx_>u1k<{3sipy-Oc3;3yjJR1n%+pFlchP2Cir z3;^b(IQcv0yFt5uHlj&MwHEvg2wy=+@2wy5edzw-2WG7&qAZ}}Ru9fHB(##H0XD%H z#?)WjR*2?eH>$GjyqO`1N*vu4s~ZPdA5S+ zd0g}_%e4p~EGf6fVD@I~qBj{C^2Dsv9wr?Wbv0|xR1yz2XRtzFJ5x6&Z zZS0-vH;tB|Cy`RryrN>pGiY6%Vq@%m|H_HmYW-Iy5mqmYBKL;=C8=;h9*5^#)q%K# z9WSvg+c5^~;oalhop|H>FF*=~AIYEdsh!oc!_11};ZREeI=QcMnjo*Gua*vPca}cK zk!eb|RK{~{yD#~+(m5R0ECV&kR79i9_Vg8r*7LaHw*d9?pX}W4O>_$ix1>;-12OHw zdWk(9!^PpRt2oX>sf-K1zgURV;yrXi8v7x*CqK-hXRDksT0cQ*TTDBxh+ zt7X<7TYtvwa&*C;eNnW5+F@^qcL?jki-$7Qxf_U(513*ARel!Xl)1-=I3;EJ2})G< zP@jn(qQZ7JJG(EXVq1^ki{KcK`1b{0?2qJ+J--z4Y4m^${72vngfmay`})~E&|=%aWwD?{~BpM{+M# z^b<%UG?cPd@rtSuA|5P<*Rd@xxLs|YYCSZ+dy$3>!(i>YAO&rKv}L_e8Ee_KMcpZdeC#g*B!Ajiwps8Y$?qKZ^LVSzkF<0~whk;A z;)=Jr*zi)F_O*41#Q5XMOmCjtMdtk&=PC>FO_M|A$LNW#q6OorF7#0%g48t9m~12K zxZV3|nf*0bA3B<@2BlaU4e3$lq5zn+bW|<-slobstcfwGDK}p>r|U1jPst($JOtb% zdX&(Ony^C+jk!+HHjHjj_3`;p`;(~qeR$JB=vr8q$wP%p!e%k)P9i)y>OYxvd+^AH z|L19oe;_`{p+t`kXUF-8%9x|NdNUQMXz&fOOG4o>kGf~atDS7xAL{*iI%7|E71eij z=MyT}r^fXrA{VO)+DEG(xd%m6hJ!X1OkGiWe&&G70p(@4hA_)oB*HOR@OV6Y*rv`f z>r6%5!CZjIl#MjmBr1Tfu1roUW!or{8=y#FhQZ)PXUKATt;3{4H94gAni&xugA3B1 zte%VI!wq)WbyWY~D-<5OFNX1(00M_ z%sk;dCqq?O4!dsh?vjYW*)Q+u`Rw>0i22GbWFjh*ooHq^GFPliqL+oWn;qG)uTDWB z5YD)tv#{aodLw;pzELg;TPsklbiU>*Pt`p2ukJgJW4|!sd`LRBmX_afpD}BHZAmvH ze4}a+H7V9n)gK)c=j#cJU=DxygZ*A!?ZwJrgDh%Cm*79R`FzOyJN_pF4=J|GJERcP z`BJk?UR*|&rjpJ5R=wWdRM9+?S6!m=X0UiEzg8o@94GxAxJrO_anqLl?Zb~{HR*%A zbDO!}OU6U(K+qv|{!jQ`!lYlr&LG#gZ>CO?>MZ zP5`YgC|p2N4zQ4Fs3!4fz%Rb8g&aA<=2f(|caL2O8kH?~v^~e}X|rV3BO1*Cnn|4c zqqUYE-Mi!do+fg7llTH`L&5d$fyI_o-3-C>XGbJoRDp^;;<%fG)%OJnis0_)XHahy zdL5MM&K|ybmTB3xmg#kXoi@90EnH^*`Elhq!kXScnC&eEzrXA1&9(*+8Xz&ekV7fa z>=B$mVE_C5kBha>>QEeuMtj;cnZaaM3*Sx2nEbzB>AHU}GZ3%9#hGa_(ykegE z*g?om$I3YQZyv0|PXF~Tq_^wO1>vuch1@-U{Uwa0kD5gr0bopZ-vOd{j?i!Hm`?rd zj1vyg;o8k*j{HReY}J(_HMvGlgq_)erl4Pg`8AA86vGt`!jHW888m9*_xdM#TDu+_ zS%M>N$f_v!*^~T-M|49$tv0hz`3bfbr|m`CFRU&sPiI*6E=u53UyFaOlKCc!aE}sK zc<{y3AeEw&b*o4;Om6YEKvN0XX$bX*`<*4UNCqM8ONyV?9;=fFaaxTlM&ylc@g{K} zhZ?3;4{S-g&$%C^&9=MP#a!xuB)CKCae88^m`CQ$xV|@wB3ol|#jFs#810r48y3Dl z>9(N7ga7rLx4j?&_wc4O&L|qw2sh0=Fte)PO5j7q$2~&%ttsy(Pp+_*t`2uOUr#e< zYE}AvV2j12V4y3N&JN@M6#Y%qED@9OZjQ4@`R7nR*Wl^GZV!%F&G+hS_pQ@3Ce1si z*eD2@1x;jlebcvc-rn6*j|IOCkZDl4J}D9Rd-uyV$gy6N#0f-!TDj9Dc)$gczHOuM z_Ib2G-MT~Jx;r0!g}*OSL*t?aJFdXBu(bFO8zrnqvNkQe%{ITyOgK$wEMI#bBi#l? zzqRobsOlvjy5dGtCw0#>Op1y_uORn>Ia5z;LGonbuyirO1pdecZRe?CHC5$&y9rWI zIhu8iT0M9&V7r3{^vf2oUiejoSl8^p+&g`5qU~lLdl?WkVz717HtmzKAa(>0@4{O; z50@p7ZUtmPQWfsdD@IjL8@H05SF|4PbUtk>XbcVpM<=9ljH3i)b&t;DwP*$b^gN$J zH7($}{MT!mj_$(4r|qhE-3A}@zEcZKzi8{ra3!4iS0=hKJW?r>B=UH}dq2>yek6C( z_<`r)a4=2+%vZyVa+9bW&9%_)$6QcJ)Jd+0QG;6qzLQ%AtTjn_NMXdLolS}FialOcm0qS3Zr(F}?}7pQtKaC^<1*IDZml2_Mw{Nr@K$pZ2PgFC39J|JS0m7f zYe}B0HCa>{mBrZTRM8Ss33=o`YI}o&VSL#*U<{KhI*#2G^;1;#Am^@-jRyG z%zRBm{+@41$&6K*7I78YOsBl<0oJU*qfYiq{dtwXt!?xSnJi&5v_-XVQgu$_3+DcN#_Mh^vc%BEwu182x z4cqf?Lph)-eEm_kF5xcD&es=M)+8F4b51}_fgc% zX^bV1me(e3r&6D1rLMA7R&Z|X?2gCyhO<|mJUVz@g9eUNAf;PcVoeD?0Bd@VSFn4h z9#?vUZ@`q^n`T_uvNHHYpV!$5%X{K}qPH{S+xy0MCV}K7`aW}mKIS?I@#F7*MchY# zv!r>!b~6 z7Q#5h)AGypz`=%j>7Q#1z9m{zsr@vmhX#9 z{QL%zpfx~udIx({x znE8r|Jm0zx%S3hQJ>y8oFcKL*tV3UMkh48k7Fzb-Z39ip&kyp3m(k?yKiQq1P{o45 z6o#I2GxZCbB8R?g8Ns(O`bw+6hw41rQgBo!jsWjo8Ihl$PY@lw z^>Vcf$jk0+)J7*!#@r(4gf(MH?)vX5_-*q6EcH3?%?7E6%!v%8yK#hmjDo_-a7B`WNw9t7Q4dLr`cc9+%9U=Cb9 z7BpLitmvEV*V%^uy+C4GuGhC-^lFMEf=xPuHBlyvK3jbxKBYT!P;p+Qlz&Vwkx7#9 z<6_vW!nJANkF+i>e8Q1~)WWH1hg;JH1>=0p_Jau4w#dsv7#Jz7~pG8$^w!rKLU9(bMi& z`Rd%%iKVQs?^#%@_^BlK8-Q<>6)b@ItJtXp+XSmo7SmAIIH5Ei8nbTYYVPeIRFZR9}whGLo74OiUWYf-StNF_evf)IxD#65HEOc3=YUKIl zWgALh{K!JM9flig6NQ|}bF))5zxQrG!KISm9hwhv$M+pkvTI=zl`9i!1-%Ds*65|^ zywq?h6(C*=A%EZh6@U#AR$Q0DXu=4~H%iyh_dKfPVSU2PDpkxG>!{y9*>`HKOO@ct z3ZaP1e{Sqkw#}@T;U-Dbizx2(9per{H`Be*cQv6D#4jDB+U?eiX0{pzNM}e#|g~;KoLgDxS-&kSg!T6!9OI zuLOf#YcVJZ3~;)+YCfkT6CSptAxilAa(~_qkR>J2UV2vP`uNSQD7UKyHxA;QwL2|< zK7*wGbK?QafAak0YOU9u@@QV9ZrAfWO-{Ndcy#rLv65VSN%G1bo%kuruu7``iONHR zcXFMwH+XqD@7#%d`dZ`!j`o+8)RD)cbq$LQONt3?VVp_biH1SP2*eT;ra0LUpsr(*Qzxe zCG~M@GV{wpO-+&H}Ce>mfj&b-Zna+N9? znx7QMJT!#K6`%neya+Jb(_{g5H3(}7d(&iwlxc&%Oxj_GkR`!m;;OpFt}$VHJjIbErKb|tHpW)Y2+ z#d#Rd1IDDQ!GuCM0+-051S+iZ`AN{#*X_1H#>0twC~A!!=|7o}E!uoSyF!YKu_!++ zTmbc|>C5rY|Dn(Y|Fs2VMM!FXhQp(do`sl~DeX_Y#h4rL_tVZ)`BWC(-sYcKbv2r| zN81-CIkdj40?})+48r?6#$}U#dAY<);iqakC6EVf?{aebs|aF_egE~P=%kcg$Zu87 z|MZPCt(_2tDcE6nk8(>4mwAEv4XDR{i*sxYW`Zw3O=t3WgC3{FsJBbkJ-mpMn&OGk zR3%wQRtFu<9JW+=;`ARNcEoXiqM6^-cAs2aDE?3OMeHHHwU|K~~BQ#FH)@ zOtKN7IdGLfR-Cg(7x`c_6@+I0%?5uSWJ}TmOC=DMTm6X% zhbwg;r#l?K;c%%KNbjh#eIEBS4{p5Y`_(Zik+mU#9|BvnPw*ilbWGugl=;UyuzwUY z_m$p1FE39eQQ*z5Uyn{sPnZ8>k#v3J%lDZSpxmh4lm-9&J0wyLbkSz>Z4to^t;(=S zi+7~tK}EpZnQmcN)927=W&N!miMep`(j*f1-T#R=Pv_mm8K(Z+S2vgY$}g7>dUkJ& z5bt10j$~ChY;6zdO7F$28sW`M#N|WCVB!8$5%MDj)Wj{G_F(%I|32_4HO2{Nd!eNK z_=S%MXI+|*S+a|{AG0q(_yQ_XUPhMa?dXJr_Qp4amxatprx940KY#w%OjJd0$uzj8 z`|K!vQAuhBca@^DGC5f1Z*x2hH||Lm5oeJMRg&;fNz*O&Jv+K^6c!p|83{c*$(qz@ zE%;4v@y(!VS)$HjX7#Q4+O7clO=taPM*uR1|r>iqdK_6tes%%46{iGdxm$H2QJI`o!m1j z>lYd=#s{{n;`DTOt?atYibLb@E#zm2cLbsy?wfLb`;mE0BF%yNk~&C{A_}F#$luQa zQ)KMA__{Q-j7eXP@$wCkFta|V65rL3;yL#=+2YIj+!u1St|ecYE2`7K_O4~6&zvxZ zUX4tBwtT=a3yh_>E+R(@uwSmoG3n0kB;n=ZB6fHqIJmfiWPOied*`$Hqzb!9WiKzu zmi-5*O&cwfBwT(_$kpSJ_~-A~W&+3#0;UN&kGIP{3`K4YD76Q7OL z-N~oA@{3I#%qjrtOib0F2!}n4XkC)Ui3m!s)ZezB@}thz*12&zcmk2)d8;3pn_+mJ zoEaw`gKldjEf-38IL<*0?{3{r=Pj3|-)|(G7je!^r}+r6ohffq=jilw>bo{Jt|{TL zGr4nk|4Ut6YIAe*YcYjaL>~ys<ocI~m!mq?u0@xL#6M8l*k^{2; z(G*KUfiEqIzHIq0-w!NsLPFDBJ>%FR5#Uroh>r`ywBgO8X%T>MEJ6qsbb9HOBR747 zYALmV6&17>u2tN2JsHr150_d9?pEExM?IZ755XweW1bXI+qwBDxkXq4jl!Pwr~*`K z*KlOX=67gf*_+zY8GkED-0>PL4^Q=6ObT|}Rt}rls9lhixO{;wUlD6rknsl6Kz-%C z)m}Sm*0;X^buzdf=67mv@L=h^QXHdyd;8o8^qPm1MroL{ic>K)zfE)cb$xlDi6X{Y z)Y3lbi7idMX#2H1tpa5|m;`>|+B8zm2yrTs;j=?FS?iAa9LzR%gvvl=hVg?bqE~A3 zUl6n1%(wi)Oa%5!JWUPuS$}8q@5JX8rt`z7R?uCza_7g*W0FBDEb$1zinJQwt+VWu zxuBti0HE5YAwEpzeLQ|uz0TwUk@5{QMq;2kQj99GozVDm3v!n9&Jz)ZoQ55JJ!Myf zxBu7N*R##T9|LM;3!U+C@$n^Y>$+U3$xqi^V>^BZ(8xZ5!eL=yadJ2x<+3)iP5WK@ zmC}S;iViYS#bMGF+uM5j9JLU?xZSeI?(dt6K#m_84We<9r#3n>jF6SIr90P=&z9WtG@=Ts!KlM@NpZvQHIe z5=uLnswuN);eO1?LUG#nzOPJHmgtY7lwlYd`uyF|dvXv&{y|Z-C?#r4ogL~=?Xyiw znM&L`Qe%mk^Nk8&^xI%|e(Jq(dN9p>{rbDaM8?9Jm7ASiT{OEw&?LwKlsy zLxzA%aD))@vgs>jekv1O7*Q?c4 z0;lTXHN!zsKtC66?ruJ}MgmF^ec|K%&8n%x7pKX--yxP|gjZB3G=I$)=7ob37n&>O zZ__d*MKGSYO~iy<_zeDC3Ae45et(XS%2iEi^T#LjfWle@yQGtZEXXsS{c8aWpw*er zug;kD5W4)~Gkg^zF;>uup}zJ~0)e_&B5QafYdWZ$^`XAQ`c%AXt7VDC+Reot6_+}63uD;vbw4Xn z`lS%SEV{wvvR6>gaNjd8i8KKtoUudS_3$04^-thCW^tczj4xuibjhS_`GfnyQu}gX zRJK(>2wl$pZ3mjZMc{#P1r5(kawy|0g7W>pqI~S!#y$4|zAt*^#1V@>Ax#(Z5AnWy zPYwcm4I~kmNkuLIO)K*1Un=gMSrVVYdPlLzB*Q~PkJ}?14<_B|XlWZ~nx3Ua+|n-i z1f`h7>vE{mFHeju50C$^M@c6o?z@{XpF{d3i0wKXv)^E(4Z-Fp$l6AGnby-^n-_<& z;(?y4eP?$8qB3abNMG%Lp~Ia$Gmec!GY@EF0ta6&WXGz_MTkwo5Rx-idr)YF8335g69Y-K>)W2Kc0R61R-}`ZM)|_ zO*5Y!+P2#dK5V!FRY#GHq>fks=5?q#@i0ieefzdphj-8r3kf@9W0(|>4G9@~ktr*i zW4eW}ay?Y}bPHla=72H6cYtu#RhgkIq)cbgIKo0DSP%wP`mj;W&9k1SpN4eRz8mZQ z+3y0@j_tMKY91|qy0~RCUJ=nJiwPe#^p1Fzul>xM@7lFYU3vId9zs0KhMB2xqkpon zBT^T02}ZMn#0|dqqaa#j>PztJ9>ZKL^&qjYFaXx_wI6kvaLy z0Bn2_)y&&vhk~G(02i6-#&{|OR2Hue8C2D81i1bGe=)8p%}w{Z3ElUc32 zp?e8^b>X|MTA;5!KnH~JzlB`yA}ev>n|ubnOD+%V+r3;z^YOsFXs+3;Mg5wgaMJYo zHuOGDaSn}08SU@7tyxjB%K6&gNoiiR{|{aP`9n zJn#4>?Jo%Lw*71)AEabdJbXJ~3c(Yv?5ZAnmk-r)O^iezkDi|X!lg^kj>NBA!9ySr z)k8O}9c(LxFZRjt%%q~O%ZeM?>cCeUce?nAwDB>2b#|Ncb0c5Zg^CXI z=G8s6@EjiH>-P0T(+C=8)cu2v{S6t#ytfSswyjl8@Gb;5TrQD}Y!DWC#I+K2OfvpljBM)O7if+kZ_-^&PZ? zQr8GXZQnB6+ceA<8PQ~fRLs|*e`1T;n8>wWfTh3K9&H8jc#}yWHWq(51%e-*&OcrE z==?JfXA)K!zM^oN=XxJ(r26iU`at>@$?9&XX2kNqLW8%v$EoY6A6hk0IM*{0(L&XK zVp7($^oLd_%)2we8u_#FlYM@}uI*rDuUS2ad(zKNU%5%S)2)yWF4Ev0SO<#(*hP-O zIE=svlO?fG^y#mTY>3GA&Zc*3j90HAPH;|iZ?f;ttRu2(dN4Toc=6kgM zx9heD|)GGx=BGcNNx^=bh9=VEVK7saJk%}^)WUmb6b`aK@M@%M_)Q{pDZDL>3Q?%d2XAL2d#l0HlxqgzRwK#}gJ zYlvMFK0KU1mGe_juC~=%n$(lVJ6H@8(LBSYTkb}#8lXxH4UdJc&#U?E)KE5NxCNQ6F-@W}n<7VC?tXDnl#d91F?>;1+aHgST;w+kUqOh5s zIyCD`B|AEL);{9Brbp!c1+h*K@J2zeeh&l#fNBAfZ6gH~SxIm&Rop|TMxswJogZDA zeqa7XN9TQ(M7`L>9JbKVGh{u6x+rsrK>Vb3xjt5ziR|2?rO$ze1o#@utl9ab%d>Uk=7qbomzoI3```M%|M4iQU++H8)%e|`v#Q0F>+kTEB{tC$?R;gmR;5=D zs>*~3ktaKwUgH%r%VZ?fFTDvi$4Lqc9p;Ip4^sDi8%P9gllPILqQ7e^-6$KqPkmSI z_YFpaiK*1j{hP*!SxrqZruXC-;kd`KMgs$E3KYaKw zNBw{lPt<;h%T)rs9rW&1?2kMxlSaICttKh=A3YUvr{};I_Kvl4rKv*qK|)_^Ab?iG5xVR+bD88uc5V&SOqq2y8EP8*)&U{xGOovh>%WfJyccC$$~V-~BwJ68&_^(Dk5)TdIR;;a^XU0S@-O3gnN!k{pP$R4)!+Z4|2L~bip9;jbA%RVIGin5fJ16{@nL;Webx`tmY^a&e*l z;73PBNr@aUqspEKjIZhtyZsyPVP9C)N0;Y;#`& z#yhXwrD$sm)IB8tpgKA)i>tmj-C3_3!&X@5rk$+^TX%U_tX|{|=NpkVm+FyD!5`!H zlshAxZ@YKb-|bPNC;CT#WTkD2`@lw>=NPu8`ri83F{bpH=mR9PvWh09-@aeBofNaR z)~e6^$<9c^q10h)a#CnfT2VLVRv>NWuZ~ZqnVP@412>Vw{FSe=Y)elUQ{5UH;==zA zX@41(<@S96qlBP_#D3sNH84bqKtr+{>Koq6y7 z@0|1P{qpYX+IzdV@;vvw){HU79CIyV!Mx2b|52jK-R{^1TF?5myeHkU<435BuRh7d zyvHY`zV+Sx&5iNzI-3cH8yD_dMJHXxFL7nn2}-?CGQ8Xts>9s8^=9x>S4?F6Uj#HX z{GOA~X8S}S@%JuPawhTN`kx*YeO(kdQ7f9B(XZNr+yLF+W4yPYTwq3H2VQ)rP@Ygr zJ&K!K@zx#%wVEHosq663!h~;tpg6&EI}wP&-8cyvb)Ep?(*Y|f*3|}gbrh=SV;mU9&dS~TY>}2 z_^k-yRH2@}*AutyE#rRf6&-kl&&XgtVm;#{b~VU$^zXaawyne)w2P4gMtUJ{2hk0u zN5|?9WjCFLk7?D%)ZN^k3mxi|#ZLY2E7M1H*aThnO+TEarlbT2U6XHTIqlv`B+}ZQmb!sjrZgw30o(Xsp}_1Y7VA<^B7CY)w1vs{4mf0+n)NM%K32Sy?bUS< z2LfaZ7`+bGMxLeq`7&b4Eil3BEE~-%c}u{FAXj^c!9@ClZEDSVSXfYK4!+iT2|B9F zs8haW+oLyZ*6sdOjQ@6@l9l35g?ui+kdhkLZVaYsTp1X*tvSmrZRcYwc-to)N4%tV zvMjAas}cOYU%A!nsgE^~C$2n?Y)h@2Pt&U0xkwKdEuaH;?i-*;%-v zrm|Tr&ARO`@G;>VbzYe(wb=DK3Eo9f?S*%UHD`5aC^Q##G%Bk=@O|(@Uk*hzPrDnC z6kK%treuD1v9sA-oet%AiE6{sV$iE}gIi!j6y2+~#hp}F<89Z^#87n21G9K+EMNZ1uE8#NV$ZzIA1u}Qb(XWsG*y;- zc{8EYwXP;(LQL(DF**-_pfp7d@p)m zwGNFd3qHkyZ*$$fmehFkSCj|EHdvk=qq7V(V8<@S!41fW6G) zoB81ocKq5=ov7gUEtJjS&2sfhy|3YPN|*4z=S3}O*Jp9+e!kO+dhrgW=zaPd zf)u~ML4O=KD62z?$4B{>Yf|9K$3T) zjf4}&YdKC>E?>judz=SRKcSkv(nRXtX*x5+QReS0pafvAoZ64pUCkW)UF}5ur(8Ai zq&r`}xe!~X^5I-oamJ{-8Q;{fgMs_ZLC`dR?8B(1t>)A#@GYn3mJRg;_E%-mE<2(9vXiQ7tvLQX-> znRCM9_SW5|#DR6c;!tzE5#k*OH&?1^j;|{-6D)-AFMUt62aUCU;iP2Os~oSY5=pl) zq%fuSe@@}ZEIhL?=H=v}>l64ATItc`dnWedyTudAO1>XIEr%rdF3^4nRp5Dr3<=I} z&9d)ZV#7nq-|xqgY~dxkZ-#V22YW8R6Te>5c;j4}p03z^_e86hr{G7eg?oC*S1EI2 zX4wAGZ(|~T0!zN#84gk7{INp%)@=XxN$U5*QHC?+7hvk4%zB2+|Fz`(F9YWmra#&W z1-##jKF%9A2(Swhxo&&C`fZJ$OmO4W_{E3NP`O~nHUU3oQe}8emcnvmuYW%XyJiCm zH#**dQkHUjpRqB7dVF!t`l>C1O#Am#N5t@S4kzCu_I`_siSh;g#a;34vQ9kq)L=QP zdBp`(Y!SmC1jj^5-$O-s*q)xA`|p_K+b_1!f24nmqdGUFFc5X{CbVo;)R%e`1@E-s^ann|KkgC^Pqo3gGGZx zIf0IBTwn|+Z=6eh_cq{zQJow?R!>oS&aNx3_am)=z0Nd--huL?nMrKvtJax@I;9LX z8NdKDus3Nfw`R%fe=J308tde=#r^n1z)qUz~uE;i~DR1k*Bf8%K`f^)=vP4`Wp8Bg~3O-7syg}`TEpeQd;o??V0=DMS0Dq4tq7u9-K;*qai z`Sb--^Q4F^>OYMt_KT0Fb9xJOTNg+~vkwOk)N92nx5p7b>&beYv-MAYuU&$-L`u`I z54TexvcITbebDIElQmo;h;B|}E_%sfp6|iMq?6pJ{IT^ePUG+6sx>L(CDQRu3U3J= zOdRe_tW>76Jf_7c*xIeV8_38a6bJ?6m#@)nII=p)K8m<-cvZmqITGqpzg&AA>AJGA zJs@{A_Igj~_fHX@Z2Ks*IE|vhB0ss{*6FT97A#fMl4_D7dgF*3nw*9HSOW_u%Vi7A z7v&#IvUrEqv-R}e?mS;cB3FPy+H;iUo`gWDRK4GyuqrKq3ksqZB7OGk*{@%}{tac5 zjpXUD*W77-GEqgAtBrx4`Y^K$Ee=z|Oe5#%2ZJkCk@Cor))9q)0*32Sw8^gGj)h93 zMGoC52fM?XA$8}k3*u{?WB-VS822O!NNNVvxArW5SjHknzFOn6918wz{`&qjnJkU6 z-04Fy9k(!A&+{3C#mmHw=ua=Do*yTI(kKe{N? zGu<5-_wwB6E@TS^E(StA3%=najb6r3&yNtcUD>zNrdtn=SDRGvNoAz4MQT?cOG{xN zXsvNqPus+^8e!fBLp757{0b!^Je-`zlpx9DlR z8$aW577T6P8e)1<{JShTY+4^JCyLjwJUTh*{X(?mW{tPLY`qISWWRf#{`2^&l9lxt zioPB-?#e%=cw+8flbIibz3()x&>o)+&-^e>CuL5|@N|nE;FDX>U8x=wpFVm*5M7dk~tG31f4M*eiN7Ogt|+>?U>^_9J^n_&cJ|4 zL`1Z{zP?{tRbEa&L=>?lFwo!sTt;RfhwQmUNsow1XfA28fTE(;KulDsH&%pV#85N$ zyHSWFt={?44vO%^KlM}0gXY1u;w4UCOd43`tQP4G%f zODjV&GEBk}G>Em$e?B@nTcR2*!{@;q*REpVEgSe;H~!0$QBq*cV^Vh z4$WOMpI82=rlcp{=OuyPaqbqe>|8UoMs9v{%*BHxLB)Q)(?I7v_aehcMBYGK&aJ?z zhf76_Vi9K3uvU>cBwVQLec#brL#XMwxD<}C@bHZLk{?$Z85kJAG0eF_48WMn#IW5W zBn;njmX(z)C@A=I<`-^%QF*vBqhbA63Uly=^j+>TydZ^t@BU6)Pg{NS!q z?=`%Zk?FF&5gs0nza_(YJ8RoIJH{R%dNt^hlo)4-XIe~dLFU+$|K?U=aK4H^4Py;A-a!aT^}uvel-X> z*1NVQm$O_%pCq3x%}SGfNe*~LIuxlq7o|SCp{bF>!Th3d5I=v7%RvgXcgrg)3omC* znj|SA67k5`>Nlshm3y|`Ncq}>9HkbBoBQ#Y7^C`p&ij&LSCOMR+C+`+8H7n5emMtR0XlEY2;#v3FoqDnNjeSQ= z*W&HNU>n=wp1ouBTSeq`&cd|R$2S};j_w9_*4K-Niy;dVe$OlArHpjH!|7=Gt;2Ox zbab14`_AZT})E2Irv$+aum#0oFL9a`B{O|v^?n5(8Qb(!N<^0pJ@A^`g-Q!Yqve8 zP6MswJaFpUFzMfM^m=;eB6h_U2Kn(tnYG1rH#~gbx+~0M#*^$4yd%b#{$@QAZP9O^ zuBkM34BqXvt*$!KA`Xa7WX0OK8FqAl#5+&q;o~ETH(WjIE--aGz7;8>D|vwWz)TuzLqN7bgA_F1U1OQi6Y+}X)!YU_r=B+ z_MIJF^Pg=zFYj2qHu+iQw5t@cIk@}2VQRdl9*-J0qw0|z5v#Px-$Tq-CkY5@>Ui#g z8pyTKf(y4LA8!iryO9S4%@)L{e&Kz1&34(8!S`iKx-XS>srHe35<90z*r(!aw^?r& z@bq{(5d61p;jnI4SXlXv?B^%Tbz2uA0{@uBc6s=d=D%U~-dfkd0c7{`rtQ&jcUXAX z@4*~J0lN(Xb>_8NIqd)YeqeDJ;zeVB+mkx5od5l_OpNZH@o1S`)#g$}{bC4R z@&_i?^uGGE$KQS4od68b465@3_o=ZsYU%09bwVdYaxD`8z^smrk01}@wJ2UwQ5nmW zm#yarWJFK=;o7}fJ~4SEQu{Wlds1ZFY{q4H)xRvq@xvB2;7x+4Z?NY|S~b{vOJ>W* zyc}NX-01`n6i=1oepdJIlANz!aP&=Hjo1z7#PPpdxE9?Ky^p^hT2tYUCCQEiW;wu; z3aP}mg)=wKQTtLRm`XDq){7g|$8Aji2$7)LZpddU;;!P()TZ27`1V(P5h%Z0spicS2o=L0xa4(5Y5?LrN zBEJVuJ+E*zN=;+5k~Due|Dqan_}N`dIzW?&H8R@wHResVBxBtxr%|W2K6Y52CigZX zae3zOh`BiH*(F(ylIIKh2U%Y!V|TSPj<#*LU6XB%j7=X$TbLm~@$8Rlov*5zlS%bg24`k9=D(tAv!aT5!=o3CHq zLX3_i5H?WK$f#jNr!hfj{2(Z#7o8)&M?B~z_6XyO)B3x_D|Oe&ZOq23Miejc=u5 z1Ybq3+?^jl!^Zr0;Ok0mU~Y3wmSQySbjVTZ`lOkRRSmYp^OB6)o_9UpF!;!d{iGMgb3Fq81rkRcrV>VglPw04(XuZ9Hw zjHYrzZO|TRjqLi9FO0A<_ZXizl^@oX9;!>0tzgxAC8L`1#G-|EclAgzH3Rn6d{Hgo zUUqsse%A5T^S>WM!ib+nneN7$jrRwyCfXl8PYu&ZmB2ke|J}>pXRRgnYLfr4iUX-= zsi;!HmlF>pcKF_xtxp+EOKYIAHZ{58;FQ<=d4cv|qmSKK${2&@tlQuE_+PR^#}@_~ z*?;OqjGK=(kKE0nUm)Rk-VV08K0klyermGi;j2dSIkkfR0_}{%X|kf+7Aab%~ zn5)=-`SsHSH1Je?`(?a`nweUqjxhSVsDG0O^N9M?XuQ8HpAqix*+uo?J7es%@;rQU2 z7qWoTh;h6Pq4_+JQPSBEN~`DSf(D^}|JP7a{ero`(0pK`&aC-jKvjt=mLvk7mDrGn z3yZ&LF>D$m`;xd!Bglt;qrUfW>Cl;m$dL~Z=r#RteV}xrP+C#`w+5KIc*ze)3kvc* zY8)z#2A276Ig%?rQN$eTuG(v5H}Py(MyHLwt@iQz2Rd*D;AW$Bn-Gg%qyvk8Z)Uc= z7&CsauLW}xvkpUigi;IZ7vb0J^MfC2H^(?WK|aFM68Z#%0fP_2ed~pwmvmjU=t1>2vyDj5ofMP4y74~1zB*__Z?KN>$*UOD^Pk@T{ zzK<*bxo3pfQdcT%g=e2P3z40yZ=0Z0kDn_46i{MmF#RuYy?~|rF~2a!Z7KRpS+2Qs zzYKMwx{kDkw4$SKXN}6x(4_B|Ik(HmrdIg(|28NZLPpyI3?0v$gfp__vr(~fn`N}p z^wOI*D8FQ%k4>0hh2Ffb>o%~%H300%4S5NOX-^sGP?vg!*e1prC_+bow96)g{i*2K zs?I0+oRVhJc@~2EpFyY41HpF})HpUP;jqYxd}-_8YPg=OuZ z0(ng*{RN)n`8|f;o$MAdva$^+3$B?@0;089%@(JadkxqaHPd6=dCgU_)IWv=>^@{+ z3505-A3B@zEfiE#2Br@T+DRqh?e9S$TX)&d=IDOcdx$Xxbv(oKNOVew%rRtwsf?40 zHgE8v6yK^Gxnd4yDLf6N6)k>tRChNr9-1V?fz_aHJSAM8I;$jH5mU9op#D%s} zo1OK1ZDC=dU3*e$s)3m={ig@lySlqk;j@~@#?)iI_wLkqHPeIcAxm-Y)IPuDbLmCs z_F2>n=OYf|*9nt*mp!8b=w3aS31$le=|37t7GL)Wd6JS=w1yEwg!y~k{pHAKj{z&$ z>7HtCJ-(P}jK$E$BGv;#e7LdiW|npoOB19iDWRfO{t3MmDMbqzkPyTL;lylG%% z^-5Rw4k$GJwJY=*eg4$A9-Sp_fnfCO*RKS`#F5LFK*jv2b$7je`!?M6lFlPbKR@U3zxH3K;{E21(hmX z$mh8T_oji2`vwpXh3}_#AbvgAm3>H~rb5~kk0pSQDSFHiXf}}!{Rjv4bL#Vh4#qUb zcPvkZ*k)_aK4rE+q4bThILJvYvs|*ha7r(`ah;Tn&mc+w{8PN z3bo(-+FBW;F0X_<6b=Tbo4Avd|2mk{zUCXDUC*V~)i3fd-Zqzi zqZf$HaGxF{TRgs>8RoQcO>a?YA#o#+`*3UPOFZLwpO-woZy$WdQ91etbO5Ty-Uud<= z*O#CJKfnQu97V(nC1%hS++}4A#-kP#?stZ(dSnd^?}dehxgCy~R9_rUxPe6ev*;x( zGw8n)8@#WtmEzI}tL0IQ_Vs;P?2NHp>>yd{j`Q{Py>4B1@#w>c53uTD3UF&!Vb*U^ z)X5SHGK1ETw08?FaJkOzZYTRdmLelqc9zAV6Nsk9ip_{--1cyRu?nK%3rQ4lEp*(P zRtTwmtAGuMk{Ptt_YwHi*#tj6n?~0KGXbDC5bpz2tQjUX`~z9Xf(;LcZ$(mQ4@ z3RzlJ9M~?7J@w*eSJTo=Q>Ev|EZYYM%{@JMUQpj3Zq4+9**AaXG{7clh2?%OD?4QI zNJTm`dgoVjrmgR}h%{h=~CQAiVx~{R!VXPZ> zxVf$g0veBlbyuIulYw9}c2M3i@ay8rii5S(2P36NbHG#~20(5>6ggXvBG}br8eYhVfiHN-Y{rz*z?)wG? z;&5_uIwvy1cNZ7)Ou0x%NE9?{4g-Ry+A@#P(jpO~5Wy8cik)(N={zn@?7V{c5C38|3V{uLDhB^Dz+QRk@p z|NeM`v+O`5{qy4m5%j(qi+V*n;dk>33-5ApeA%i!3wdNYPCSJ#c|+b=XS@S^+72;7ycD6<0axC2A342@F z3-Kb5d!LJ*32WLzqiX$cWVdmV9!iioe?YqOK`XtCwA}BRh9q_uw}zlc+<#Y+5a@`h zJbLXlQ*-&d1yJsx3puRUkBq2VdxAT_6^z4i3QYfh-ga5w|I6DdVP>l~cE^n`F45O5 z=$~U~KGgc!_x9s-eUCH~VEX4TWty5hFid2Y6#@_y7y(9BzHB|jDI;(KxYzASO+#aC zdabCWqvr;f%H{^bx?*Bt?yn97 zf-%An6gb_b>hG{<%d^ABJ=qbsiJrceEB@C6u5(t-nby3|qR6T)Tp-E4r`a$(7+qRx zDI=_cl*PoaKFgxu?ClnR`$i!X{ZOwx{Qi9c`ICrf%&qEFYP59YnrjZp)Z<7m4od&E zsDz^lVdO)gPqrK6MToO-O@1m!M~e9-&8k~#gYC5Gw`zS714o9)kxNY zW(IKzQX4dRLm~dR(BOK!P=?l{w+C$G^++pGCF+gKq5`*~`lJzOFOQ4Q^2a2W&(A*- z7&RPjOk^o%M^AU%U3}`~BPP#9TQ%B0@$e^1Te9_;*Hn z^p?;OHY)Oru;Fv%pF&E#QM32c@4si=p&X*l=H|0w0|FwAAcufNLsIe@Ww6u{Cm$ap z_^_PliDcd+=u!Vo*POZcIzkSG$Z2PrGGj54t5s}0Lv#K5b*Kt5wQB?+MBf(?sj1(q z-S3yFK3&ZQ96_pBZ?m;9t$f7d;oXjy^vNe}HXO&OGDh<_5uFL%e`3Ht()f z$j4Rn*AlsZOpjrX6eUxu>JiwuLBmH3e0dyHSXS5bQx?gmW--b|pLJ0N-n>c;Fe1_V z<{ooYusJBGz@-57FNqL$m4d&rU&meWwSWIiA$_-V_X;;c9^E(QWd60iZF73KAtNDy zc6PKiGU2%U_l2P2=1UtJ4gf$b&~Y*NlkyaxH1V;ab#I~wM5<^IS1xK8!}ZCPJE}7M z7lf)iHd3K9vHgHsJEi9QTRcf z@aINn@s8CK5C&CpwXd|_)D-)2YbJCSFiyF8Rg^-pM5H?eyskJtd=SpRl$C`HHxKt| zqV0NM6H-w4OQp{J{*2?Y{LaClWoU>*M@L87X%559-5q*;+vv?Hk@}FwZ&Gl5`hb4D z@a-5^%?0RgaR6GvCx#{`-#I@&|2J8|jr2^HmX=Nu9XG~HU~K9ZcTvg;3Mmau&-z%= z3Fx)$tq_77r?I00n~I7G)~pk>Z}zQA!UE@TS0f;mp=P_~9_mErB??VV zO%85u`UemEf~ojcwHyH^0-nHOVPQd**3QnZmUC&c3L3LSw{Hi1{*2Kb$H&OLe3f`b z)CmZ5duOKs`YV?gXAxh&9`}jGL3m-1OAG>(79AbUV>uoPrO(u*Mwt~Sq*h^JVWg@7 z>8%@F7m1N*JCH6rIzC?La$r7QX59;+cmHsv{2e-!9yM2U@JH)mt*ouBeeh{t!Rw4w z+FN{Ic*smGr^~tcZw=B$jycghJSf16*jx)w2U?6EIb{UvT8QAY52f1!a^+ zvH^B~o{kvIyGcU52b0QxRR`dIKykD(oD;W+mi-uJc`9I!Aym{_|H=a~^4@aq z@@#`QbVE7ey6~C{litL|s;ydNh#Se7P*!p}Zch4Mjv?q5^!>;kdbdsn$VpyJ6 z7knrnN8m9Z^plNy^zQulU82XSna@p%--t+H`2;+u5oW;D04aH6;_44(%KuU?@`2sf z`o>;+j0QCk>|oNGQyMYA#3g9BB5o+ylcKM$F9FeGtj5(bEU~Qr_5And)>amA_(zPx zgV2YZ@>!cxQD|vF@jXn&7@BYJ^MxK-TaubHy5Ht_} zjb4Rq@)RiBp1`!yh(A>1kA_vzC$BXjegP}L0xA8k!mD55g6 zvArtWfPN?TYtUVeuo#$`Wj$nNjRHu@#li6!BoOJ-6+U>>KcRqA(G^C&j;BP#@Ukyw zBwJOERi{?7Eb-g7EV$k}9c6KK^=GByRxT;)8@ri0Yp5p7VIU79`kR1lI;EhU=?9}t zR-HU;ks3?z-#{)N9wn$C`z?ju&3{50gq8d*)H6D&*4)yv+VOU*@F@j3c_#cNoL2&Q z8Y2^CBL0=KsuxODl$Zad(&=#@E47TXnn;(8BThaONr3Mtgxh(caa75rnEp~8HmYXJ z`RYt4Y+=4Rumf)1)~az)wswWuZV+~0Ps9X*{LqgV5q4{E2f94maIOlKqzXJV^WD1= zWr(qMOiydO9}KBhT0%2c8JfTSLeubo>TljKL%$m10fhJxsFNgG)nALmuF)aP&Q}XS8M4a5P$Xr!~ zi|?G+&FjgYx}G2hWKDbi`2j72fv0cYP=b`t>96g^bPW~Mo&Ej&Fc2z6&S!NS`qF@W z(_gpFRM`4L_$p#F(YMy!o^5!jQTp=8D)IYwI+##gh8avli2R_sNT@7XhHT0OMoy)fpoYqrD79Nrz{I6g8l^>rx)ks-k(`{|R4Irr z3`|T~vlKH-C(Aierl+TsvUazGI>Atsa^6Hy@|yp3wE~?wgk!rk0OU;D59dGfa=7yo%i0ak8%Q6_I`+-l@%AN4HWnfr?ZW+lhd`l3YP=sm6eqr zX=!?Tdfy$p;4^?jGuoQ2sZ63W&3Hx)l_4_!1FpKbJ=cifZd#Ay$6Ln$<#%A7fq;yx z6{hmdrmF=YM6uh&KW(3!jE{_ryenpHbO$SWcB$Lbp@rCXQ zGBuhhpNa{_&sk*B+p{eVY4>0YtK!NX$!g+$rqoGX{d*snlpT?k);c{)ifs=4{#co4Zl z%gV~8cfd1_&(6@nf^`$Uq^ zDcb-tt9LLbYjKljcm6nyxpL;V^H0%!o?*Lc0re-+W1MFTG|JVHH%3^Uy4RdB-Es%3 zLx9mt&JH(%D0!JjF5@$lAWe);OrZa}FN?v+!}Axs^N9U8^#AJZADSZXl3X_hL}5zH zZAPZ3tgIE7+xmiGN*>dCNLdG^-{Rud2(O_4o+BhA+%F}$mzUTI6cD0x)~t0?KO)|S z(U(bZC9v^j*Icl-_sA%*zm@Yq@?&(cOfbJRD7c)X$EqCJA=?^&tD#h0yP8f41=0=j zO9r4mz=VZPJNi?#g7&Kfw{Lf4BzbfIzp;O~*xb<(0K;P3&bx*ow*?e3`Edvd2*izz z8NhdV-j2R56Ui8WnXT>PorV3)sk0Ax^!HGI?e`>j!$iGF^9s-4Nvs*`m9KBGZ|+O2 zK(5bG|$4-;br__r9g8D+t_jw_k=`4^m1XDJ!4_OvYF7x_{fkVAB>>R@xyW zIj!ZC9Rn5jRm{^PaXBD3_&zVM^2oJn^P!)bIxhdO>;BqaWIAl$`2deY$=8j6pk z6W*CO8X82Dl+s{yh_DTZjO`xGVIu4ZQa_Jkr9q%Bwwj6sELs4E?ZBxk0`8~42m1io zMaG;6GeH~xKwc$@YAGpS)7_bGehbp3kuRbU)&?vDhfR3~vsFV8zlRYvPR~m>WX}Pt zjRIK%Q9BKAh*F+*0{n6Z28;Eqt$ROW;FQBaT_VV_$ zfWlwT%4jbdnEo9Wx zIS`=+;a>7QJX+CTnD{im0B1)5xOs19r<9{nrXmJfu@Cmu_G{5x+}w&l_x6-^c{`v1 zQ=|;CBn1Zt2kbt3l?tbw6qnt0#wZ9zg{7q`z@f?mrQOs$le9<$2>#|R zK@=UWt}UA5RC~+I`44{Mus?vi>W$!% zm7l74xd?q0_4R9}V>jeWjnAJyF9zKAwL@e2DwTDeyjJ5Mv<3brnR@&7t+Y`5^-@>9 zVzX4)s~g970}U4^W_@zSM?(%rR|oTX{NIGa;=_XCN~j>GL|fITC`il7F2Y!y%R;4p zp;1R9)4hB5@_9_|$jj$ymD`}gW8mH9Pae6c5&a`0LlH7*T8~oI zZkU)j`!2-qS4c-s?+qt00H{%hxTInnA=Zb7eF=2%a@@K9S%f1BOID7?W4#zgki!k9x8O}!=_={b%XZ(K?q)`>yPe?*GYNIGw}#w3d|5_=&cXntvPv6|I zgQ~9f@s_mN~Y~Gof z52hXgAekyu2>A8uAvp4WDGr_FyD;l>?9Cz7xfa~|C9dMw#;#IsP!;IHM2eqm$o+aw zFX!)j957?B@%nS-YY?v5(*hv~X~OCPz&t?8J*e*oGUe%kT^K7e3DqXrhJ>dEcOfD& z>CG%XpngywWuyXR{2CXx@b6z6aJ#Y!3gMgM0&;jWu3I9Llan@fc80*?g1$NOw;Wg_ zX**Fp_S=a^a0d@6Z__%%Ro89=W(Zx$66 z{suq{1*)dj)kb`Yels@ovD7Qx-;ch!hCrA^r+F*{aRUE=l3!M40%;e(jY5&JY^B3S z2ha=mQHdo`!ckPzwyM!NIZ?1HL-Z5^v3Tq({G?Lps$KaJl_+O$Ynzj&L}beB?Cf>X zrNJykNY!#N=cvV|e?9_QguH2or3(}QAk|7PC>U-7ul&cGR6^+ne6sk;3Wx2I7)yx! zpp|DNS?oiJ)ITycL_!g#~)xy-&SeV}@>d%s6K}OP<;u87wIuvF#_Q6t5 zAUqXl{a?3H4HcK>rkNQE_UWOqLzVh3fl?o-&0w2C8?^ed{t6`n;(2*fo~KCI{r2_i zm$ZaxjSM(E;*+m0oEGs*=FZXPRN#jXsPI?Xt#pEv+u_>vBwYmt`Bqb6+#Z9+VYM3{ z5oy@xZgzr7uE?)H$bo`npStsz;4@4sHv)<89}qAP%{j0t4%5CnkhsYKmbZq|nm}7w z7$7S!TaqK^Ku;ghW9ecL(&CG_oDb|Y-l1N*?Bz_kw2`{xAoS8MaRC{wfAtZgqyQ(( zi=v^S-N3_3myTjypQ<8*s;l(v*l!@B%%C&_awHuH%ZJ+4<;9I85|Q+jX_3qucRI46 z_=g%5)ZVQvE$K=IFXVi4wMw4UCAWL^uya|MlRQcq>)KNFKn8%iy&o;;Ey(|ThrN>w zwjtnoDO_7y`}JG9Yc>qVFhNbLetOBqx{IfakxYD(d|PhU)YWvhE-vqvm- z2GC~y-Gg)g1Q|8Ic1O0JL;{X0(82$LE8;V&<|!s(?qJgX;XXVI(- z?*&R{1zeBQ8se#f=24&i$2i*YEFKzjC_Y0}EugSntU(0A691kP*$6x`BmAYl*Bh`W z--U@gH^3OP;}qPwW4oQ2YoV2Bx&IJhekn8l`&?3p->R31XlOzb z612>G-7zy<7B<%1r4GC z&YbuNH5~cjipt7WQ7EKMc_^n&p)FZZTDk;%taJ$dAP6Zm>7}V*n1zI001>(N>e6+J z=qFIb$N-KMEF;v!t$+T6L0K7l&ypK;dn+OhatuD?iQClFhzbFCh?5pqkX}2ik2Vm= z3CqWeMQb9TL;2{fA9SULekvP4FB3EXtB34r`Cd?`>cYT7Mh0WA$Wgqu)|Nf|>_=}n zYBu#c9J^ExUj{j%h6^|%leRB(l?U;z3rkBpIe|q-!cfeK5$%u1`q9V{r_dZyNHb5i|iFduX-|Ccs>prHC*j)94}>Jztnc(??uWPDA0!$e61l zFFHFq?(*_RK@$VIexs$9RJKc9a{w=)O#1>HcbORDApiqTIEGP^niFZ1LH_`uDrsnF z04;F89p$K*D+Kln8BqgQJcp?vI4S52d;0GtbtMpxwDL21`rS|rAe|Txl39++v?#;`L;A#-Xox>R_&^Z0;oNzrXGO`JpUn>BKbKQ-N zjX_@a0ZxdF=QL>99@el1L#hX{4>>q9RNR$Kor8msK$IiL^h7c#+7+N85J#fF|v2k4VhImG2sSQNNd1OySom${J-9m1V9_HKUYf#lwvlHjw2hiyynEf+581_ z`sCv?zp|pPs|haM2*MU*4is7&)4=**-MBFepNG&YWvrlJMa%}m_DYn9$2mVPC680) z+Krt%h>urqRF4Viv(F@4hREYSn=@a0Gfsy^Ck?aJ_!^~e>6n?Zf$jzzMgepfa?lfq z*C1O4Qt??Kb7tIzZ3J3-TaBjhl0XInx{HAwtG;1@3THIj2TIsF4&Ig9xN8;~v#p(- zfxt=`=<3!3AKnfWBcgZNIXZ$vO1+Uo7@LUX@*TIdMK6yRg!A-FP21olDL8adz>yj6 z-bGVY-I(ct<=_Hh5)t}=ipP1zNkl{h$pG*jx?tf)!FwJD@h}TV|19JO00!u+hW-6( z2u&VI2p+lDY#^Z80VPEsrc6f@Mu^WUDyogjEGk;t)|(KY_-kG<@UmJW5@xKXl|gK& z1pj8;cug}7K_Uu>Vk>t*!Pu|gy?f`f2ok$2#HTevgM*c!kEsMP1N$|MD=JAdA>7Xp zY?_g=aXRQf2mk#^Ro2%}*)0G5#P=sCl~xj5&yRP00-1=>asoVP7Ia<7)G(2j7JGh| zr?aao%bgJuNPyBzX^*U@e}PCb7hEzbI5^n6|A+tS-v~LoR>+Cs6%`ds5XVSJNz-99 zvW|+Xj!fdh!oI`&Zx&c&8t7?qCq!YB7H4M>WPC7Rb##0iva_Psc%7#wxPXob>{Jf4 zLw-Okhzbl0bXhNG9fbYKa_k0D{Q;CH_R!FlxN>`XiG4aDA3rm*_*sf6OM?Lg zIiP|;`qt2>KY@f)ke@#b^*j4UA3#{*58#Xhw6uAAM}-6_gp6Jgnh<#(1g5D+Ad&)J zb*#)|!|-+7?h{z$y>9Z}NT3B$)rR*u@hT9ut7mxk<96|*E1K>-19noK@t z!Fog^;O#qYak{_qGM-<)475jgUL+GVcR}705)#tC`qtU~`?rK~^DT+LGE7h5q;2Sn zjE;@1bo;YjDw`3BL*E{3q6vy;`2`QBmj7hmg!BtUL7(dMTi4Y-niUG3);Xs~#R7-vzBN86h6JCQpEq2z%k+zyN0x z7dPILh`7Y5N7RDrXBQe{`-X?^MR08D09YvCgvyPw>m=Ow>CP?N#pN% zh2G)hyd~a(hWx>f@4&l4aFY=VQlLu^r$I6^G+GWC3D*ImoJ;9rl`@qJ5Cn&(<9 zDIE%OnVR;jYd?tmkit;%KD`_Y!r9R=Q@r?p`UOiq0CT8q_C*mjL_F@#m{<=l2(^XdjC)3z4pTF1 z3e-D|K*oT1UtXSp{t^!BKxU$0>{u7Nt@kDF6>)R7BDyS=3;Ol{{BO)P5Q%%qGFrmMD*AzM@>FMdv5CW0A z_T<6-Hwk|8c!?pNMZ>|hN01_tgD-huzc=dXWu8TKt;n09pe)BGY9+a*~de_)VYVM zoo%Nsp&dX%O#A~pcqoki*`S=*#gF*-c%&UKlPc)qak|2I0NvY6a5WZj%hCMD)>qJz zL$bsvsHXmlpvcjLi)(Ayh~j}|0FI_p20g(6sLith=COdfh!>PJQ_Km`jlJrzvF7PADP%jKu^}>1&vnbN6QbNT4|1@^)@lfY$99MK) z&UVUW(y7!cX_!)MDU~?6tr=Q_F)qzaZ5&ZAn@}!`auN+~#~PNX>@Wvob2%!EhLyA( z$KF|AkzL}`vlV8}lX;aU!E7ll_ ze%BKoVW|uAL)-OzXAk*!dlw-I5<@tMvAvpL`P_ykv0(L~m{kO?XMC{l-Me?ES$(7) z4Kd>k@`Y!LbVLfTycvm`flb_D6IQ4^@TkmJTRtkq#=K(W#fyC4swEGuY$zMxrpZq@ z7{ds%4148*Pbb|!J6ID&${-~`F&wKV;iGA}k^P1qq`Ly~kfN)bPn+&^+F$~jDI+t} z>!%8vNmSbCf92 zG!(9E_T#`@^{zd$4QcCz3l}`clu_Ss!aNIVV+*4UFUzxqpg7fW2<)q@QM!l zO>AvdP~QgJo&$YB@FIXg7&F+=)^+MDJLc;Q#LQC_h4}#XSsy#5rRA6#{UBX2$yb!on7N;pFTVu z#x7a5C@*PX@Iez(ufB3F1LdtD1PwUk`c4^B8EnoH=(%L%n{v5)oprPTMP|&vZGwOE z$Df?q>Jpj-{+uf?ClD)8LPQ5d1>|pVUn$xb{1a<$%=J)A+ve5CboIjT=1Yq`3|_q{*qNMh6aD$7`5}kGa8| zU_CiXN%-Ud)wJ+TLXf4&_SRMc-i_2P;1Og~2r$!tvJv_nQ(1^%VGgRjsY!Hiu#ZniZOF*P048X(t@HK(akw+31 zG5C8k@w0w_+S0I>f;mO4Z_{L4#3Ke!zH?7wx2=efvXLPK1qD%Laj&)%mPVPB%~s-e zqZW{gLs$m4?Aeor>i%z;wD++$chGC~`P2hAB*I-=TU&-wYA|%6DL^tSE30BeSCQaO zNgZnCPb!Wj?Tvh$r=_XMG&D4nyac8B1pm;VZeVYK*W;Z%un^TfEbrn`3CKHL+5l2~(Z zua|?p{n+vhs1D96$jFV47T6VElUj`oBSat+$KW~OC(JynENc$deaHP5%UORaNhU9mSG zqCojG)^Q;cM*-gF)a%!7B!~yL<#tZi$KaG#dCjOmDwPtb4s9N82vE_Z)u)CNWL=^Z zi`~1~h+s=^`_*RA7gk%&T zLQT!ivH=Hn!Y(ZSC$CR?lOq)bZ2*L%*t1x;H+(FQu^~H+oZ#zJaAHuG1);_JW&p9eqO$TBNUn#~^9PfK7?`?J*!ugMH~x4OewD_stG2<= zLcTgQGQ!$uPN3Qh8awmh?WxM3$Hr)N$bzni+_KN_6a?=-n9R4+u{E^Meq4UkZojp) zPko#;WB?Bdcx@pT;bxsisI+#(CT9kNmNq_k0-N%iiT-q?KyZ{&-7oz`gBj|K0lL(5 z$JEsg#0MNFoE}{DdPOMW{XHB=`g1!#oY-g64uwKm?M+x;lu$OlFY!=a{ZR*kZKvjDqP@A>Igb5gl!9=1?ehD0@f8Ro)L88iwoo zs>;icpb3W%3aRU@*ZBDjDA!Lz5_h4?Z)ppzqF(h!BvOR;B@7wN7A4mM;}b6$odYyc zjIvtzl04g$(=suUrxno(0E1$;^g(UDn%{3R{rRwl% zhkmu(V}Q34>9#3C%{@u@1X!n=ks3i8;My8O~P4w^x%<%e*+?Wxzqpv literal 59045 zcmeFZWmuHo7dDEtfOJZaG!oK{bc28r(hbtx-3-z&G>C+#bax|-fOHJq-7yUBqrd-k z&ZqO~e0{GAm|py;t^Oj;9yl6>$WVZLf_a z=`GFWif|O6L}oq+;~Ly%+;%-g)M9#Ka2P^l7i9cQ0=LK$J?wIYPj4IUycG5pUlN0D z=W4K~riHtvWB%tMM6=zD3#;d?I-v~kWy6&oe}(w(u6oK>Fvi=z52~jyMEu`-|921m zzwF>jhhtT`f6FB?DM|9}TLgyWJsl3Ye|GcHm=qNS1*NyY-;|GkR3{yy(=Ed3kDnetvg1UYgP< z#-dIo{zynj9}rl8cMm<6)ntc$%8YjWpPk13|FF~k=gbHYc7vhYvyJG_pZmF)M}yD=BH6d zE_J|da770^vq%ZzGH(H)EK_>-Z#hBBbgUlExGT_p=%BgjN~?Fab3a*-^pmNXS<_x| zR^#1v*0X`(;a4myF%2s|;8M+!YUd4EA-CPmp;Xqr=^rErm?Z3*ms4t1Co65hSAG=OF=sdHHyqnR899jHRWez=amTs`B$`?yrxAPdc8kJAogn zPEJluw@9RKOpz^XGKg5U-upUajmicD1Qb#KcK`&RlT{Ili;EF)iHJVzoqhZE?R-Z= zQ!_d?_UC2m^e1{Ao?5@W@9Cnxd=e58TjFPDXD?cP{(EcxP9Z_i=fR@}sH&l%;hma` z%XyVy(mx{^!gHN`-nqMLjW9Vm$s(GYmZk;QcXQ*}+uKXc^%S5mx3YqqXc7T$LqyNeQkYO2UyMO$BCK2$lwwzK@I?D|zT^UnSDG#QZ7=>oc+Jc(j>F5m9+b<5C zoGdjZcfjw#zkk2O$Hz|>bY-Zq94&A^n4x1}aJgCbBp@f(TVY;m_xF{Jry7kVbUZ>AQ~dD(48*%}{m%n;+xCGdMzsr=x-Bdn0KIN>~2n^I<4@2rx(OvX6b0COtzZ zP_K>82>M=Y;jLFQdP_bBWrRdT&VY?1W@QcMON8n)I?=AItZe;ieS$yyT^x&AjG|_K zB*Q9qkb7Lj^-smWJ;s)^VJ<8V=@9qw>2CM0_J1e-wct-C!3x@`PJx)@Uo)66J~5oD zLRzxezq>Og{oUS%F0nQ6`{X3K67}8RZB=E!j)gZp$3o6}aeeqKa$~McMbKIO*|)zo z^y`hT?mK-y>q3s#%KM0#8gZk|DFoz1LBLar$vta9-Q8wwF+FBAlrJA$&8ptM!=+=C z^0=Nb%5pLNiuiYR8<%Wfc4_I(^Q~V#^t{QbC^9muJ7`L2oprM@G;SLkuOyvj*%gRb z7484~i#*I)}(K8EAf>Abnh{LfRfn{WUIxdE9dH+u4bV3PhNk+y|0X z$Bz6Lhl&QBo*rF1lp2w^B;sph2Jt(3zPnBhL;L^YR{4UJbQ{ z!yYX<3|idYXS;a)?{kJ+9hj_$%&*j862DHk+*_zS{YCxD%_g;Sv2USomPD&8q)4e~ zVk6tNaAka44S5wuoWjS>nrU-8#<@1m``sr=l>EQuHM!x^^-~w0))s1rjQ@7F+~r~a z$1ewaG*{!x3SZC0EnkPXr zWf$Q95iDx<#k@dlLBU^^_GqRJN=JF|@jq+w-)eMNjIN&nh7Z?IX8c`^(<(Fft&kbOk_q$jClh6-$84b)+jX3Qa&E67)XDx zdwsc2AFq;0*FX$j()yt3$>SvVBqF*tA!m^z>MPk1V0yE@!wCBQIUWa#6d^j=C8wfI z>&n~TPkQ%w#s5&YZ$8JvMbSl`P1!>4nh&n{2(Bx&y%RoitT(r(EusnMvLaj2a_si+ zi9U~C~>;QT(#^f9tdj1NI@;Gz zqq(S5uzHMr$2?|=D$HzWv?jrm&SdOeZCko%C@$HHVGnw?;PBWK{5Tg4L^88A40*DDBm7 z5~{X3p&Zcah^5yip10klb?KR_fb`+rErm~ZUY<0UQGo7bkDwsPZF%nKbd>)b7Dsum zV`%ud@HfnK@D}uivd0Oj5GkPO6Cr!~%+3_al-xI3h4}NoIK)U~VWDwz zz3d6{>h5NN!I$Rjh^{=o$|?CwZzb)l_+9LJj5U7^ga)umvT@?FH@?kfWh<);6eKk= z!V5MrA=>_3RODh$?T1j3gZlJXk78DK`euXQK6B&DX%SvBZuD|zXxn&(!v0<|> zv#rMLs>RuQOs+N$9F)b$f&k>Wl;oHcLL0c(lYdj-eyP(aFQ;p9loUkir8o#=zW57G zHtwfDz&zJn>)r0p={>?9Bse%3s)(ExiZVkDweN)>qaXbA^vXcQ_IyndYx)bUr_{U}<|_I{HBNr0?W- z?_XwdWg=?*%`q=sT%-};*I7%=C`l&rgdHFCvat!Jnr zXVM!L{QTN86ja#SMlX&QB;u*gvxn)`Taa1;aTtKz@N?{7!&Bp*m^jUQ8bHSLygZE{ zH_xLKUJXWD{Sx`|sG5n%&3Tk)1)-Opf%U{ig@gZMYoWz)?aCEfF4mF^*t@?!_U)aw~lQwB+Mb2V6Z)@aq=_TYB8jf-lq zqMuI45nXeB4j=x2_vk7>!}dbRBjtgn`^xwMf;2c11~CjdDF5*q9)X=I*tL^qBCIC%!vHq+6$j>eRYVOThPAMZAQc+5ShA_$ZY_Q4G9$--a&9u zxKTns6I2zkRW$Zr)z43XRXpI4*&79F=yr6h)g@~irR+jCOTCdJn@9t-#6lwm3#b}-lW?FIKi^y3 zZEbVRXS5_6pBNv(L>2!RqP@<~rAhDZ6=zwa=5!n1)iWx8`}Tk-oKHAvp7iT2C`v{q zDGo&eiC>F5YM36cBb9Y+ucYt1&-{D3CKhOHiE@|*@#cE5$ndP~M!MJih^0LkM-*Ax zkU4P_=I3>@{M~5QJjC~eNd4|&JW0p_9oPf+b{}4SZz9r&=-kH`Qh}eOYHCQ1)S;N{ z<6oWF+iI57U08$(QxeMdMb+smJQj&ThDv;UpFj>nt`|+n zN&DqaQJ%P!QI}Y^KS;3RqPCe$R`5UL;Bl^ZgkVoRoJ2-ai_QEHbkWeHPu<^RRu>L> zV@B7En#6K-O?6Gtp&50rMyvcvVU(6gt$yBP}k)^GMw?5 zoZdYrlSPu35pBg^?$1>d$<8XZ)2;#=ak{esF=cbgJ1xuY!Kd(xvmqIT*!b4C6v|+8 ztBm;XFVr+;{$deDf}Is#R*jq*D<#51=`ZIu+AdV1%lmpM zgj6=(!XEp$`Yc1I)GEASU*o@5l>A`z_6EV0Ox=eFt9%4;TMVf5YGiv&RO8&x$Fmq` zlXKZ08lPjQJy22Mqg-C4-V_V9kT^OvJ~+$=JlIEPYso1@OW(%CY_`F7sOM@G#;EZ@ zAyc2i7ah2rgjC!P4c~T1Oh1fxd38?nTTOf~`*m%sxQM0FO_!Bic z`BG?js>kR??u}oAENcqiFV_Tn9tO#PUpkBy6>0pq-OkeZ0ZE{_ibgXck#{?qRFbiF z-vbed2zf?ml@%t^v;F{CoE)%Dj8=1%;`!YecvHK4_t1YA%$96GyuRO_-L$yJ zrC0~?j6@Gxn2xKedDxxPvktq>T`3WHZ`s@l?v0&#)SD zt+DD^sQcyN&#SJ(WKgoQl7#J!`5o}1@7`S~>z`+T>W<0|p_y_ipjGyP;K2^W>?yO~ zar*iuvy+mMa)i1r_cVHDJD$Egup7RX{P9z{e5dUuUnOg(VE9w`_9%TwdKN2)gXx>g z$GJtlUKl_0eMkAOHC`r7#U1=X!>rK^?WYmP`du{R=C2;974VO8{4dWzq>e2w4m}9U zgo!!rq>ub8Fer5W@*ZE_TDYvRbr8Hfrm^opYcL>?GF%Cs+!T0X-9(oC&(C@}S(Jl+ z#f8_~Zz=h&Nh)v?lMIvit4~xJSbb>J2MyTq;fay+cgGN&FU?yixypFdOLI%b{Z^Z! zM2U?F5%b?{A4NTB)x3$aR!@xTXcZ}iaA$3ac3jO!2`7=ThwbD+Y7Ykz@%@z*zxxno z_kj>AWiS;OL(!!g&|!Owc2&pxe%0iii#A4l@U8Z3FIcXgNE_juaV9K9BTh!=>0g0HTmn#K!B{g6BP48PCs z-Uctz>{ra{r}^qnXFL6NY44qWXq{7$%E}CR{-&|PR#1c7cYUAhFq-T<7VM>22}w-E zmk>#i2$fDiMIIPveL-&ChESq5uVyzQ5jQ=ZV5VlF9!H9+8rMpcJShFXHkABisB?C_ z?|Rg5$zO_xFDs_AU;4kJ>&dA{!V}2N1^HQyCUHD|Cja8^>kao(LLngmN1dN0yzGp{ z+JmF)1w6uB=W_+lPA9}mYWBb7w!CW0e|u>Dn%G+{;OTK-CNs~77B2Rn4Ehc+Vn@8{ zEH~;2!V$ymLOahK7kQP~mf4#}o~)ozXTR`%t||z|zKnRCT;AP`Av#$)E}=Ihfn<%l%(ny%fqxdpJu%lsdHPgE4laj|!ejR;;fsi1`Ctzf(zJL?33Cm3 zTquo2A}Gf+qD)E9E~F_~==<6-X#ME=4)yo;RlRt1&h-9M{C}Y`Y}s(_X{NfU@Vxy& zwKue+#O=3g9{aeJrQ+oQ#K^q$qkW&6Sz-qBo@TPbWM+i=n|=HJ_ZgOmlU<9g-d8)$ zo(&8PL+)0VF-$_Zfq{6zWMrl(FD6m4GJS5{w>P6Y7aDNNTU1}#zb4LTcb-xqGWd&P z%Hze;9(J;kAo`$s-nzYyOmfPD3 zJ(dY1mjdbD6FpZ}AyUWu?P-mD0gc{B^aUxb_}>zqLdewCdLd`H$8gbscRe1 zuQ(z+JwU5eP#|fF`?H)Z`%mrnieah;GhEZA^IY>ctEDf|G<29o*%cHtgdr((l8uGZ zFXgadIgt^Hmv);2F}!}4>Z5t!L%V3$<6}cqsr!Mn@`^7={5${xp7`J1OsSb};8U?5>`j%pI|574F7={75AO^+|S{Hj}=ENu*d7s&}giGi*b)txNn(nne5*aLj za{)1nQ#&-tAoor5a~86*aj3m~qo^cf-1I8IDu=#%rwC%)k44Ivzkjj01Flq1#D5@2 zR)_dVGni(cn z-9B}~?ke4wbzY-tTG9~^Y>l$r6es_gk#$bYV5EvQ?tvP9$bA6EGQQ#5CF6`B7Bl$1 zR5E9%>~bxpF=k8*6^0P0y0JMIU6i*Z_&rhPFFh zjDGNhZ*LFP(bFp|+!#wrvW&SJD+=(u4|@-=VSyKxc(P~!@=N^Cpnd_6jginPwc&@| z;@bDpw;UZ&zuS+6yaUZlH$^L$?;(1b!~A;fv=z16AM2K^d#I^T-$m3Ep1AIOfk=@ebx`GoO*J|+zvlVW{i$-7tnofV`k|MRcKkrH|f zePXH4^E;oLZRbU9Y9caPIX<3)Khl5PRwY_E!mq2I-}F{fvmx}}D~hSzIh>!Kjo?M) z%PI^|Qj!TegmNqod9?g|gk8vV%F29jyjzd^$Ur|Wf>BJ$S9rl)glx8Cnx&kQfFX6kY8%~y~{_Vj|)!m8XgWrVy8?>7)GF*B8aYLn}e zrYtB8vX7Zq9kcTlI?!?>nIf9*LIu-Q?Ge#WwYO%||3}ZoG4k0Z)IzeT0}?oH4BK8l z)d7*-Mc5;1*F~?22RUAx-Dth4YVwb9m3)cay9B?|tWi(^28Ohgx3AKpo@B^K|KlbB zo{pd(KAHbX8^&Tnzd4WtOaauEBV?Oq=eY;6QE_y{+cPn7x|#+RW7DxJA**X>94UYK z=W;gb@@kNqZ?@Wa@qnY<4UDAlxP1Elhib(m>o9Oig{zs3_roVb?edg?)!?uQMgOe? z+G@ieACP^_&9~meg8k~xxYLf)oNAXXb|NXoPkZ918}Ao?kS&-pS=EVyYlO08(j7_P zO^n)-o>TEUvcC|&yCd3I5fPP%^6{cz$!%-1_FP2;G;i#&YE!m! zcd+&hGCs1N12ITROShSpMI~}%{@8V2kXL1Fp*%3XnYx|mIQ(n7Qr(WDUu#|A8*kz^ z+hcU}n~kHd_8oFa$tKyc7GrXeKtClUB;;=kit}Ad3gMQy@d8h}u=ZpCb|iYj#Tda! z&HaoeWn4vj$a4a7VWE%vW%pXkOy1IkMGEhKH0pr7B4~5+0ek`KT$ab9GECfGtWzq` zFfln7%l6D20lQ!H61e!e;-`Jr6PtxRnTSbl~EW z9-yO-rV-LmRHR$Z&SmfRS`n$Tb8e!m^PSPvi1Zp4t(FxR-|JkiKl(jLUZw};Jp7}8 zZ23NAsrkrwaN~ncMonz}c%6mzF+2N-x8TNNtW{S%%ImrMAWA{up_>a%U(Uii z+%daA27;t9)2D0n*J&}(#9{ix_gN}pm?$XKM{$-P%ZLhoKk9Zo!H3|HC7R4DQm1PR& zyd-9z{MqI^yIft!aOm;INL3+mU>fKdWZ2Cp3w@H3q^rBToLaZ?+%KJML?i;u0 zi;t_8!0;-)Yot{>9<@M0ZNA`d538Zyr`7@j&L0k!^+uAHJ2b_`@w~gbh}Os1282Az zeH_ky7S%NRo-KzxL|i;xo}67=KHLbssJC>qSgQ|zJ=YvW*_7I6Jbp@xg)Rghq-4N5 zCh(5h$u)@@@C0`QFuRQ}OT>!ngEB_dJPmEv>e|jtqHap~G+sp6pRl%(uzAzfEsNDX zi}&}h8?i_{9VrzS7(KgJ0&4dfLY<{vonf-m^FxEd3{6p ziFW@?BPAKkTApwWT{Tu143DQS_mtF%8nFC!=jaB0@Zp-+_@A6S9L0e-zH zipZ_;^aCA3%<93E+~f^IauiFX)C?XTZKC{vM4z^x;5ppm&};X^M0+~UFk z--lTv4Me9Nw!Yhb`&R?wB-CoGsw4u33^8D3LZWnLR_-;o%t{>@+<;W!tZ>_zZeM8d zBb2jnP(lBI0u`Hi>(W^jRDk{Yo-zufvtJ76*#EOuk;1|O5-;5hH=A-pHfA0Et}c-L z%df|yocX?H$}O+9@>N0sD#CRP?3#I^-6mB zP&~;ZIOA*!Yr8y4DXWriMBGY@_+qW6EW)Ic-WC&T2al`ZW1}f5l*GEmrtYshdWx)w z6sNLeUD2ZU6Y&Fxe`8+XRg<*EY&*=AmGh^t2L6;3QoE&&(6$W0+w|@#NJizNiiVnX z(7gF7SLYt52`hIM`wmX7QdSHmTChdg^JSM;E%03g--wioKJm`MJ8qW@0s4*w+rP$Y zO%PSUgrPB|rNv+~NhNAd2Z@g_ycH3p2i*>_;%C@ex8F+k0xh{esq;r5kfEQtaz@94 zYU_M;b>VeceO=VSjKUE}K4s9M0vF`$48p+iWUtZH=o1suAn{tT0bxAB2-=?vKVdvv zCNhwzjRUn4IR&kvd;C8x?mqvTVhJJBrV$Qg|^ z!Qor)*>S&CiT*H{=W3uWJsd%qfxy0JagwiB@UBZTpQ+{gwnbwdHqS22kaQ zWkF%Dv_c|T3nib`W4F>CWW8IWwn%gXDX({eFLv^H@m9>2^tte{3G^gXL9K3``klI? zdV*u|h$ZN?BpL$si@y~6qiZDN1w;!O5A*o0 z#VVV2;>YiIc!s*V>z*X|h|~d0i6ubM?ISAiS%=7TnO?nWd$cH*gG+S;$j ziFj-*ZCuLaOY5uy_fBW$LK_J^J$|XkI|LyERgbO1^)(}^{xz4si4K(>O9(djorVtC zlxx9NU7x%;^2K^EFQkU{M(tR~{aKAqn?j+Q%wlbi4UAlZjh>4Z;%B#MsUTNAXx<(6 zTn+rqPfhLgk|!vJuE3-->8RthH|7Tux1Af--e5{&)|tEa@7KMNQTgrJiO`&CQ^!W8 za7sPVvrkuOKe#V;@x-FSjZjawF=;Ok^|}YD!Y|4Fe*1|PNlXwriT=i|F36@>@~tR* z`S>V9w;a&&C)vWPhaW0Gn&AtZR^m{&v6VWz+c9lEIAASZ7#P6#Y8oj8Qh~#hj{V@? z-mq-f)uRS_E-lJo$S`lZag||M)TP7hW-oI$7tfo{ z4_Gr=9M}FHkJv(w1qG4QAv`$ZM+`g8|n%-PeLLEMkk&0LchmHi?~l-0zW^}kCM4=0|i)O zOxAa&roz%^boV3_`fpN^=!Qthm`!)q!Sq}LwrOstR#r-G)!$FpdvNhEleU-J^bXbg z<5E?pnq$NhqV)Y*(Ps==qz@Z+dJKI^=Vp5Q6fpRhFA#>Kte$@8X_n!M_A16b7&OmQH!SfqTw9SizGzR7?!!~Jzw3LAd zAG-B%$^gO202g2lkDcS~RB@wctB2TD5U@C84fK@>DIqF5IQTh%Rt*t&Fr?3}wAP+4 zAYo4_|iv-f&aV7WuLpgzlBe~sWOReh^$A>VkGb|8jNJ2lPZRqCAX>W(x z6E-js&h1P(Nn0x%$RFJm&4c4$NW~i#SdxR>yvexK-#G%*2kwlR8Y{0%e~;@6-^)xs zQFIoBKQk}XeUrs2JFR1lTuHTSgd5|selcgJVYGd~YP5-jrg&eK|F%GAaPVATF{Y6G z$Rm0|CG-8$Ec}qW^zPzbw$+*Cz}*k$@j2ZX0AGBQfJ zMDx>jc?bO6*UkHPI!uxmO*<^&RQRB7Yna!boqLIZloV@0C|XISrY3#eTM%z+rdRjGaUhHY-*k4EXYx6oey1w>TPfu7!hxDi9W`uo}7OOYku9d%3ZheEpqZhtN*=x zvMjWHopr9dNMAdi%H4=V9(jlp3oG_~F-e02Vraevz9XiHlj<=F4(7B@kOn0ps!cz(q)86s_1Q%igxrO>$ktwh!yxMd(K1Y1L+PI=n*T6Guj=h zYqmtKp@x%FS={`Z>r87)<74!Is)YQ0xs#}^9AVSDhtryRf+}$QJNTVJ1ZL#0I(&mT z`VK{P25xVB#a8@BH)zTUf0sz!IU4*6-V~hLgo)7T|NBV)&rv}S2MnQo{`^G)%n4Jq zN1@P&4$$w^;y8})Xo~&vLw*V+Od~oU;D}G*Z|l8lSPhP&*3{qadV7TEK=>YE2I&!j zc_?}mlOt+6CO$r@i%JyGh0wE1l_p0ePio-V+(0=d`1q9|-K$;hfk$fMsn3Z60+O!n zW`1r9);VBc(tpTF0@ZT@;t(C6E}DT2GENSxAF$3gxRyj!Fl&BtFq}_riHx5Klx}Cs z1Nq|hU7N-n^`*=yZO+g(6vb&MQqTjx3^gcG7Tsp`?CQEPis_Y9Ik?k!3tA2hjSv!j z2%yBl!Ta&}F#Isv-lk07bgt+P)vLwDn{I3Q1G_rZoggK^eb=&^IkmM}LMi@c(Iam@{j?ctI0GLkCC%;>Wj%;@6MC%NC4(7*o{7;9)COZBIlN3|w5B zqWoC8t|~y8?r&yn{amlQ{+*82zz(_i&fu0B{swhV_a5dMAhmIw8>rcu;QPsj7f^Sb zKoMp#VAWWN{Ifm0kfCHTS0>rXJttYeDmau69jHC7%4+?ESrAd37qnCc-r&O zj{xVs5xsML%F|IM7RxzjrUVI5oC!TkJ2LFg0UsCId+8aHK4P?RSKCl8hxA6J_fY#G z@7^>3g5fXJG%|wDRg3iBYkeF3&XO1+b4MD=ClgKTXek6Nrxh+)+g`L_P{>sJ*#I7moXjpvK3 zx`3ALUEVuG(hJ0#ufhat z*=2yHsR7i86Vz!kW>OwQ0mSeY#aQYqB9L6rvUqVGJxq?OgUOYmR z{Pr@3XMZ!dl9Thvm#un22hWJXZa+P~N#$>B#1|#cE-x?s%=lAH`P{-HN%A#wA~QW8 ztwz@c7=w`I7VtosLoaF6yi=a`L#3FR=vnZYTg+itd?Zf0meJo5tKMhhfOb&~sJBG@ zSg9UnrRRR__f(4xdj)J=0G}NZmxT0J-!l6bqs`LBp;l(LQ?ngtBJ5NJ*H+s%A=d$s zrB~UsKzVK#YSeq02sEj_LDNRq^xIZH5ubd->Z~O0Nf-6wqZOl#6m0fUJfsJ}TvcXS z*nJrO9*F{QGV}EFSpKd|X zt>EdNaHAz`4X{Sk>F3qpBAnB;W}H33`Dno1kZT5&KbpKWX*a2TZW}tSf77nw8Cf^~ zTAWQ!(&<|ckft;+G?}U(m2Tr2$9gW*fb6Gz^!^;SH%_qXZq5GC<4)~zlH~hL;OjCO zT{zv@?MXbr7D->jRC^hpi~-4e1U@PjgoEIKAi}NQ-o2FVu+glduMOU=cqV0f!_pC1 zf#UHvGyVvjZBi#&?V880Sd~54{Ms#`S0rwQ23&tzx?nCl@Y5rzc6JTM1Y;e-}Dfwb0deW6mZ#PXu0;~DT7R)(!tdi z(+4Ua3^%CWAYAA z1d?6$(*RJ9zF$1zhOt8pI4l_pnRFFPKlJ`I0vUBJ1a&;a)YqRhG+(s#+?ZV~sz#}y z1MrU%9(o3FMkgvh@hhV~$$FV!poTK=YB|5_aPQl~*F37`dNU-(DQaNKL0iX}`ltK7 z)}cXH4)~-H=wmEa*0&15rxo*}Z{Pv(Xpo`Ttu+gIeNU>7)DkNaBOispg}>?gYpFCV z+^M3bw&=>3KG&Pr14;tK|Mzs3{SQuXPTClGE!*2CgYZc6l(TjSoL^1`2nm>QDzSe= zjL2Zq>xCSbC(M9JFPS2UCRwJA)Wl(ViFpwesPtm z?h%Umfm+4avX5K8q|N#R~M~Y+-+PXljV^m5_^n#{pRq zXBeREl(FdBBoV4i)p;}IhyI)w&g;o%(jPl-*B|!0W>A0cSJ-p#JZL;)bdJ&^S07F{ zUg1YovPQ?w8CRm}8^f+{5a+cFG%|n;ry<82KouZ;Cxf?79#bKAwambL$BgCUiYx5u zi4XYb(x5A#AniV`)qJP*wrW&XLYA{g7q2%04HxeaEh1yoxB4u0Ub#kIytQma|9aX2 z*7{&2TTe0QS|TnN-4@neEx8cUQ1)R;(SBesQJm+y?K?m#o2-%0UEv$BHAC%4-$Iu) z7o=lI{`9g;QtxcW$nnhsWF8@VaZjI0=!!NIh0jcG3>z?;gR5UXT>vuBux6!O;>afM zV*3Q6{Dblc*LtSIafwvO#7GrE`x(V{M*gKoKUTC*YMP?l(cv`z`JeNWD9l(hN4R0@ zYs16LCb0FB_4!2+p85S{4AW{^!;r|r!m691kjI8>G)yIr{RM>_SK?P8fQ>0XYrW|G zb~mYH(Jim9KmG7jy+abwCW;j~+{K3EuqG}F*L;$p_=^)7;67mfC!b`~7G?Kcys6L( zf2%aGO3AQ7>DTu{u}??rs4VU;ks{rw7b*BOFf_burj=mzH~a_y0bn^(sr#Xr&9<9u z=1^5Q*f3c7L5^UZK*Q|CQZU^PJ@@XY1ON}D!1=_j{C92VmM?lZnOImYZw$$8eEpxF zU(xr92mNW~S@870UEdjZ9PDsDBOx*4)w|nnbp)>a)mNs_-UMm<5d65^kNedpEn42OCZwD5=X1#ok!^Rr^T5p}Z1eo#0rMIHmQn*VdSbUHy9(uM z9vpCDA!SX;wzE;^x3+W42{)>Sn8{sZqjvD7r-TrG46j{ZRye`mCfBmbi^U?*tDhen zpQHM}uMm$(-O%>>_M~rRe+$*Rm+d_9@pzQvjAmpB-dwl> z(4ic5MkZ=``nwdzgfGkHL0=Ch`slr1Te81&_rF)tN>s`Lj3aNl@djPiDrPcd(7zby_3i_prwS2yC~UaOlme^>|qpaxrd zE(ks(*C?l>YjrDbjbAG#WjjJ$qacW(m(2))>8e|`o znRyUuzJ;|Cu|Z|j7snSCfKr_OejT(TxRImyf(Z}L(y!HDUZEbJY7aqwWRWL+R5$DS zCC29digvPQW@ug{^=N1&HTN0Xs>xZt=6l98{l+j?abZZF2fTN>t-^Aqv<4k``FRC9 zV~s#E!Z<>bWYYfCN8lt5C+%9P73SFcrtP{oL>9=paFj3E@~|sNp%}o8Zb!<( z$Hdun>#-uRN;&=GVv@e;D`U|yq)wb?NCQ5b?!Ry6K<-Blb$Cpxa{Yx5Wbv^B&-D%3 zKDW|R)4KDuNG@JFF~d*KY^$9!gtdR_A|lec%oVHjJO?Dl4=H`%qQtFb&myEo7R|i_ zV*Ot=fg)hwit<$NQqpMI$Sv{YI#*zAA|2=6+m4w=?ET+gb@PXWr=jTvmg{W4;23aE<; zUxTtqIq&_F)*4yk#3_HkD+abm~2c@RjU6EFqzQqa_F z?duhFl174LqoV-irkMhl9FO`3j*W~BEDc89qlb;wTWtXqtC~h2L*nx+SHAcb6Z$m} z56}I;qYOJ)LAi+EK1BF9p&a_X7rGRzeIduRrNzkO|LiIX=POU3O4c$3}8 zoV?xJ*8sBZMd=%~H>Max%uL1P@oXkx*?$I9f25>yIUYmV7F(v{!|UOYK5%7FrOV<= zjvpd3bEc(c=5oZUMgs$$a@Dl1NRR+;W+1cIXc!c)k z5dioPlk5Ni{1CapOS5IgtL$3D(?mHcK#yXy2~6r0oBfLW`LQkr%+a0>%nFvb919^( z`CqE%dT*1h0D4(`0)nQ8;}$_+(s8cR1Zm|eBdwh27g+=?Lze?F+b17Hr>jq;Puv;O zu<$Sd>AxpLMkW=xJ}^VbhHk;mYjXgw-$M|2aWzwM_i0#r3-R|SqMBW#3r3)0PyFV? z9vDYF<(sWBP3%khJ?MRG;*XfMp1x$x*UACd+b6XhcjJ(x{`SH}`s_5fk3H zfz0ec>BOqq6AkdwmlYiOd(bBUp903-*C)D=-IuIyHL9qAG!U6TA|`qrlFz-VE2j&Z_1#od#JR8?z4%2i4O}o6ijen z3}r~h8Q4Jp{|w#@HtMsBu;qH`wxM5R_X9w6>1!43ROxuRS6ZEo?cWd-*X2oZb{1ih z0N_rb7U!c$vwSu>^y*+}VyloSsN?aPoPbf){BW)cq1JjL1V`*PNF08Plz_7~r6xXV z;JMt_8%^-cYbVDuDkjDh4!Z;93$N144Afs{cECd@g;|a{3^26yok!AKm4P`RKR@$` zV_mCgbU>&{?E&j-j&;A)@o#L0UZuv7&stI#IX-66x1_B)2@a7XOG@=wo$%YdwODSB zK}|+-7I?{VzvC7|2FQc|(E0cd&ozW-8|`nZei1ybKb&p-;UIhJ@|r0uUyG@zSWP{v zNGTD>GlcU1Ztv53nGdjiexm*g=&Ii|ejahmjhD9?AbX*#+Fvo0aefAZvvfye039kL z{w_T=ljnkP5e*6uT|QN>AFZk6YtsObXA7^p*<<>66gn)bbo^|!S!|Z_Oh+iIM^;q< z`gE|qQ8=rzi<4~eqk7B@KXG^t)Za(!q|C_OF#SR?#^y}UiB}( z5Fc>=jd+fl={`Gxfcl48(=O&I#<#lZq3D4GVyWB1>~VpO9&VkC>ZBj-O)-%Ew%)Pq z93UCu1RdNPMgrWbj1!pU0B;IoN++wHxMf%s;Lm__2w1oyxOwsuM^Fz?zl=Xn1GfA! z{zR=d(9OGf{QX;f`#jfMw)JUpYU^XcSDa7&~{GY4c5f2@h;!A=5{$lhpp)P!nLo>8)oaRjO#pWUAQqP_sOmD}@J zU&!Ndz$oysZzO{on26u%-e;-9=>fw2*k}F~odCdo^KNf%BR*Ca@Bkg-S1Qzio>k8k z^Nn|~`peGszG;58Y-ND%of3N+3n9RlhVj}mjMBtET?-(*(u@1);nRD|xAAwLkoZWy z7pQhhFH!g`u`UnLfOgztBz1XI<5&*siT^v?SPEuP8EyN+(9mj{o;2(Q83?hKMQRU4 zkHiU@^nlQ4ziRIWKGu37sfa-8I9)E_0ALMn9xkE?QfA7oaC%kQuk*1&Pl3RdI~Y)2 zy?rUbzVCzg=Ghx*G>Y#_H8C|_R!721Et`gaA@YOF-zv0X&hT%*FA`;^2Vh>GFv*49 zx#Le|-9Z41AC4`m6dIY|d5h^jJqJX3zd72eMGJgaEv{Jj?ZhfGEIp4M4%vl?lTkQ+ zkN}|t*$Z`bV=WZYhlx{z1|$LB9J$=#VUz0{q{^YiW> zEM{ynf^p8^#GojBm+N0CHyZ2)3p~iHX7L|Jpht7+8l8!WlT3-(kP*29aYSRwj*Mwp z-u`;3;it66c%$S%dT5%_;7re=o{%Fjb@_0ytF!WbloXLJ2|+rg zOF=>eq#G0j3>xVeLb^e^LApBzhP&r{_gnY=;X3PhJPz}|Pwf4xO+ruU+qTSAEt2dR zKiP@TZdhOcMZuIJjUFi>Y3va*a>E1e%R@XSHi3{;{cJUBZZqhyQBO~?0BOkMAtVmP zO}9Hw8T#?deWBn{kOrS8B*h=J0akrrcWYn!vX)c&56k+Q0_mlaUl=Ij#rS#ftn>GJbWn!e3TSkr>Cd6T1D^K3u^Y> zaBHekeZU$-Fohf6xms0w#aF+v*iacIR{!_qk7z850k;EH5=D>^vhtcY)6j6?)*5@n zx}In}PB-(uc1(!w7d}joJ1XZm-ItU$`y`8+_SRh5kvjV>i(PILy)yG7=Oc#oHI2NV z71_zQQ9U!k{+7F;o6YDu6|Pq2;FWssoJrTweUM53Y_sqmOBI{OpWLO@t-)c2Zx*e+ z){<-dVBYAc-m=VCPSFdH)T`pERkksY+s#+vSpz)V%hf+Nsotz=e#i* zDQGpk^DkP(v7IR%V~+yz3HTEQt;iuzgRA@<`h@w!-y>2Msu_c0+=TOktVD-Up8rp4 zXq`%vVSJ$tJMa(`8|@v@D(}0Q`-?K}JwpTrDg5Io5Qxx3d13omo$0BWn15@wo;w)M z+3y*5J+Vc)23?c+MTXj^FLJ3o)Nos-J=qd>-}=OVKS^m#!RYS!G2-3^7+eNb;{R^H zvv>_X0}wTE>&4yJzL6%j`NPuY|JtwFoMPrIb~(z4c8i}T^%l9i9;L=bE3POy~_QozB{>sYBZg9K~d3bA- zl-8^ZGv5i+xSLl|v%GjKmJBxNr*5{TQP@k+CBYgeWhNk?qddYei~f78tr#a?E=4Dm zpvVmPzkLObn~sF~LFz2JDjzdXUxXNfrJuj@?@3Cgj*e<^A)f&SrQ>8o=YoeyRA>e*#762jh4ZbE;q zq?P=r#}F8)vJD%>b%`*+A66CcY!x>J4nMQqllvGy^h-jYh63cni=SDy5kJnc%BM(Q zZg6>?-XaU?eAj8O`dq^=XzbDBnP&mv?|pp`+_$P1AmA^q1-aDH?l7_YxTqF^X zp>WpPO(#3B7+(JD?Xn#x<^7GF;#-U3xWJEoD^@+OAG{l*yM6m8Xeb}ePuKO zvA0U)ljajw4(8(3@&-u zu-Sl_cX(VdE@}*CEkB^rp{|@up-P4?*)T|NGBPED=5{|ujf%P1;3Xr@uo=JU>yVw$ zu)G=-D6`e165ls1z5;+paa$tw;GSv*?3h1itvCPC{{3gIHTf@Y3C+pw>=Y1V-I%9s z431;a0!l0_k@^{@V%8&BT#S#j%{4on`0xh@3bdth7zyrhJzx5J=5aDS_Vn}>;AQ0( zZqyN%C=uafL?YfM^XD50G9~q9ghy0wA7h7s)>NE`%V=rSslm0+A_)N#1GVp=?gX@qs0lb2;l0=8J%JIo0@btEF( z!fgOHc9NEiw=4I?50^^-v?+yvpSR;xdpo{<86XLc<@= zxBr$Q<6)Kn^4DESs3|?$qyq1j2HI{vDAA^RkY6PqFcHaTM>pw` zERa-llJWO89nA&O^nyk4)cHDj^as}-x1b`Mmig^f-@nX071YanN5_oMH-~ z?ih-e8kz5QtWeyha4j3nP&DzJ05X7vj21oPOA1~YW-XKYlcFKvhO232D$^H8eN0KL zkfR7@2!~)ru!2JXF0s4y{IfS6lyiDgFGy4NW_KyUL0W0I;;lEey!I&RA*>MuLJ++E zEI>$pJSow-gIJ_~jw$(2nTc_<(YMFComNw(c+sFO!fYQ5cj3G9n6DP)<6nbOp&pTP8@ut1h%m}5AD9_J+ zefnxOveo8IalGlTU4q6<7sZH_*>cFU9T$a*!y&xl&#H}bf$M^d5>RYClc_Oc@)i`+ zMAd^mAhvY&DdK0)34bNu$_A>kuO02=a{gJ>@s3E9@_pUnuH}8ut!!{Gx7_zBC?#oT zjt;@IVd43jmmto(%n~2kK<260$6iLEic+NveAjKU(5%iq&!?xJW(BKBN@O1kP9gNu z@tHgHsytPIwhfAzaf|HcjJ>j}X*Uif*?9LDpanHKWFsZhJ>eZ0iO?|77U3l zI=Eh9J3S4Q0}TJ%MOIfEO+Di|Hg5=6{oMQbx1oUfZ%O}Wo6NB)5)PhBpr*`rPI(A7 zf+&+HoLU_&7DQ0|LSIMCCjgSl3 zMzMRN1rb;Hj`FOWN5pD-DufmiN{op*UAQy<7`(92{MODm%%hfF4>q=L1%+s{@MOEd zm|Lqa>kbBfTJg-d<7(u7zOX~k>XhXM8&|pS7YLt1rRSC)i6+E18z+WVlQ2NB0mMg< z_~vMe5Rl_3hr8Mv9TRWc>Ok=p)Op3Pe26+U=z}mzP5XNr{1czn0E8 zBiuDa|AuIMZoN1d77*nFx5g zb5dP$HS~NxhR%&!y@nJN1NX$6E}jvHK%*W;uh5JoDyycV z|KT#XNkrlRJybte2CeV`;@zg`#HkPR*sFX~T*%Cpaa=knPg}R)YI|jSu99KrKbL3= z+F>eyv8Oe*9q;~2Q?a7N;c8Nsn&$wD4tSQQJql)a4F)`~dJ;qdb#C--w4fbNf&!xQ zH!@2Wsqlxlnvwd~*vFt|e<1V#+}SC9IvAMKtaf!4F=$Uj?p9j4P3~7(i@h?GtC{K} z_i>=_zcu`+S1Nj9R4YV`3+QJ>JFft1;uc<8mUT_r?YFZd@-=4^Pi5)F~~@jG&T*@7p>4xY6Y^{O`8$Y!oIog z?%$Y^a*gS4+EC>>Si65hwrGk@vPd!YI*6RCB4Bw10yO^oDY970Rz+qJCL_jeK|>ts z?4A7q(sCmEPV&TB{O3CN%OT=NK)*sQ`?So<0JZ-bBY(^3ZEbBgS_ZkCEM>l%-(0$O zU-E{X-J5<)E(8r=jLsKU1tEUkd(RR##oY>>Nvb6;iPDaCyFQwqxF7ezPwDpNgGPuTln%$xqCiQ`46l5J2@VAThHBD8KFe~1h|lJg?+^?fr%m0$UU>WLJJ5|Yub zV108b`h836t=MlVdy|$Yw#Z!}4BHh~tVc=2Kb)Mc`g zx7UT7vcGNc^U01rk$vgRT@A;t9?vDFwKDa^!kN?K0``tfQ@M`t6xx*2-9!;RB4rh^ zR1n)KLS3m59Se*83H>SA7In{GWwpfdA07|r77fStnL&XD47HvNjl%(a=Xe)h3FMwu$L-#jj#qSLWgF)97W!G6S zJhSx%bh=O36`QR220?fjayR5Y>Q+|Te@9NhKhq*Y-o#mH*L;7g@!7FW{wJl9SsfSN zUU$m$n*;orq{Sl!bF%L8x$Y1vqpBWgWLZ=t49rFxWMz~c;=5jIz zZe`tlj$TQ4TL*Tn;e{Ux?s&1MnoQiJAlKXE1%%5hGT*=^V`J2-m7dpXq>;b3?dStV zN6JhncVI(is};JzRG_>-QR-EFIDsR1+;EotSG5CspSvFX z9rqlrQn=I>_OR*XbhdBRO#LRZ={8rBYO*W_oq*iK=MUXEzZL{>cVi~^GyTK|P3Dbx z(ueQz{C+nIT<^RtN<}J5*mMWfH8(x+I3MW@Fy|_z4o-c{p!ta2>(A_Se1izy84gll z@Nmq%%pG3KWTH^EJlc*6J(uA3y%-X)V&@3hoVd#(w>Gf`L?mb?!){Jhwf`md^$od- zgR41x9BD{@1x1S__cAq^@uM0{2QbSauk}iy{X`>!)N!Q!NJjPO=c0E!={#G~i#|}> z6Zt+T^D0J>0;DYKVI&5GG$2=f9EG>xHE51KuoBe8+b7Jl(b5%r>~ile>lHM{!Wxzm zmEy?15}4hk{RG%NczEL<${Dy=mBqctvfll-v#+qR6?#=#BT!Wh(gi(Nb3TO7whXyV z_BGHYNLp81vT6PPKF1)gt^HzTxSV^^SNeQE;_voQZ23$e1d41DQh#%}C!u$B_MOBb zQVlc|xVMqR+ifj%qWa1}5?J?4DnczYe$i4EDXBBXL2qGMiCu0pD#>~KbAgBkyW2Lik(yaUVW zuPqBTHD4a*{N6(<_}HGjzl=8|f0q=C?X*nr4gdBX*&FEwP5%M<%E^r+4ONdqfE*K$Hn#ihjZ1~XEG@!i*O`ax+kp6N8YAW4^_%-1RVYo;eBP8xYP#mOR?=r!0kT-?sa`07d3 z;*asQHH@l!5tMbu%c*ec@hnnMOYy zgtAS=Dl&N#YC_6O$}K8K%~&fDnh&o(e7bxkk=UGwmUqrvxnu%v_|NA*9=DB?mCOKT z#5*ElhTnpe%B-Uo@~K&n8JQ9oeNzq(K*XRqKP-VS&DIUZ#jgZ)JAH+rc!0>pXV>Jv zkGupeq-78|cowg+a1#1lsFxjYUmiCcrSoRL-88FCeQU}7P(1I7({1fUav|$C6{X$D zxVL|#&Bh1v&fVP0Cs^K~_F=h)IWPz+*JjTh-%I~g@dmSBC_Nx>HuQuCa}*A?>v=7F zv(MZAMKGJVj@=$}WJEJsb`j&%y5?l&u_J^%VsFV)?}>x_%gv;ldWdczA4{*s$-!Sp z4h}3`1AR`4^VvdNAP*0Nd*}X#j2?qSd%*tQ(p>9h9^v}o%~}&2V=ehpfj4)` zy-xVR5)fJa_a%v+KTgOUMdi4*xpyKod}7^7FQS|;=_o}f(`r-uwka>}@>pR0_{82gvQS*#z?@gvIildFa$$jc?z5rQ?skylEOYw%|- z=vhC9≺NZXpJlhE~Y{b(f16!DTd3*SF~;p_7-V;_Vn&jEirSq3?%eySS~Xm|MF? z)I2g~$gLUf)H)3A8Vuh{&IyfQ-`<-Te>=sx1C+zuHUXLl8UC7gx|0h@lJ^`$j+V9; z$E3eaZv!Xa&++BfD{o41=MtZ4V-rJ=c0v6x?o+9UwUpcX{a zwV=qRLw)fFG@N6GJ@o-3qMDliij-42r^O>L!Bz>)@j$Y5sQ!1<)tj2ub0gYZEY}dk zWtX46at6}%Q&=X{ivMHA+-a2um(Ng;9Np!}%ff}$l>Q^dj7Bdv>y=PNl`0~?v0rxc zyJW-;ONo2~o5h`Xcy1hRk(n&}T+HsaW?7x&SEFiwAK9;F@i7Q8(T-q9L#b7ZDY7F~7 z1)e*GfA0u3``b*cmFFKgpKOqxE;F6QoE{KM zVM$9Dkyid18Ppr!(!em7dCO9;T@zX_BXX>_N-2f3-r4t;^fdjgn=bYIIR+jc2&8!4 z{tTA(^-X-kJLivgo{AD~Flaz8=&Dv{>G?M=%p91vFZSs$gb%8}z9?yaEy;!TYP!Y! zRy>)edyOsz3K&?x3*?T>E<%kcC5~I2^v;``G4#eSUO-9j^rzGV*d_qE0M`P*gzv`% zBNR>p;X031@1rxIlwV1mJ+%!Y4$@%ot*3Oo-Cx(eLhfWrh&5I1pJRu2r_o|}{%q)q z)Nu_~PSf@7IQ}1Yb{P-fcTfw0o4DM?H-KGylCa)N7u6a%VRw(Y<%^YO#qJX~lsly~ zotO95gBiX?i@|SZJog^1(dq|=TBNHiEKf-kZ5BnAAipBdIp-jYHI{eGX^9?*KI zimjQfVo36y^uf}lBPZ6#$G4FP<&>~W( zOyr!?fLsIgzoXeuPtnnbZ?10cH<4A|yozefqyMTvR&DJ<>qP4a8a#w~+d;$?2mgo@ z{2AkST(#_ziM~27kMW3KzuxKEk3t>No{;ARD2kirbJlm|6We<)Yh%=uED-iqMjvPFF6p>KDTEIZ zA)wiNkh~)#=S&A&+P_eR6Y%tS6`kUD(7cB47FJ$*q~8Z|hqV8#*p8fZ`Dj^1f?NZe z9i$W+4$YvMY-*42>A~#Y=FFx2-%6sLXcdCJVy_124@C^`gNZ}(-aHo#{v|fm-mOoM zJ=;Xf?TFk{=xhzezFNOE_f|W) z&N+*Q5PvM-^PUtf<_FFRvXy_Op3Es@aZi_4w2(O3?%AB`30&UmLH)BXRw%Xr*qpfc z{Bw2Sb=jx`UHu5qv+p!{^GWHKF3%1Cnt2}?+edxw7Hrcp2mDUmva#}qz zzhu}8nJY$=^9dvQ#DBr9A@zf(9$$tUI?_rRuTI3s8-<7mXmHDa09$gE+SIPrA- zB}z}XF^-dOe)F#y(;;&6h`VAwnH^)dwfgleCscU!yJ8PsWS3t$i{s!xb;KCRI9zeL zH94htVvh+*=$EepxVwZu`8Zr)oOmrPtEXjlX}4@jPxthd2ga$KxS2FkgZL)Mg=BLr zrm=^ueQragr)8^{U&28|_y|EFt%6{Xg05BxAAQ+l?ycq+$8FHPTS~9E^8U!dvh(X( z%l8;XFB8k1@ttFBN9oDcQ`d4skaQ?lW!;>Jgal_IqpzhD0)yiQ?H7`UEyl%#tgoen zr7uY_9tFx6-?L^tkNuIZ)NCPgd&u$@F_GuzQNK|JgUsY!VV|C#G3sbY=<5t&P*_4K zXoNu#2V~mN@M$Hd3G^z?ZBBp)_idN@NSv=XfddQ3)$MHW*56!%;T2;|VMdhbQxdH_ zfi^vY!1rJ91u?vyr2k&e4cD^~$&&JKsh{psPb?jHq`KPwN^@gD;nj1q%SU`Cg1owu zE%w!;6#+-4O)SrO_kc2|<=>~oVBLQ=HrI-h#=+!S`Ri4zNKJX!AOcPHLC9v)0s}qE zU6HRnOAX*R0`3K`{(x(6m3(lsu=T|4#NIZ?>5AK8ujbE5b8D+-h=S4T_qp>NGF7qZ z+Pef`mTL$97;u-n|Gu*%dM@dS$+_l_JQa#=|Kpz8%K*y%964#FEWld*EqlqMv`yp?E{(I08%bW63EhIkpvGHZ zrEs(Dass>COK!tz=&p}1yy!9bJ-Y6&ar_u=J^HlzENF))Mzqrnu=!tl)#8K_=BG4b zwWA?m7!S^Ajuyw6YG|~;U!BTzt^LCu>~NSiDQVp~9oV$`MO}+Mb?+-{2g!feDGvl1 z+h%4qm|~g-5o1se&&S}1`c9COMgG8+ekpl6|7zN!ARwv+=6`8p<9oR7J3cRa3 zy#MQP$A6bDs&;-DB;Ttq#JzTq@B6p+bwvW|)VZp5GA!NoQt`Xpn^dtNSm5LTE%0DC ze`>VKE|G?Aa~GzL6Vidrrbb>9yM%jGq^&Qn6xG`^UZe#P}DgL!`2 zuzXzN_!Q&gN5zzWAIwf}{T?}UAKA+jRKQ8VUoU&k70R(l_vNmIG2Y$*j>0h#dS9RT zeXy9Jy@pmt^p<$&2!My)4|$Wjx>k7o4Y^NajY68jM@I_8%(#=gVeJ5$^6--{0m!!r z9SvX=kRNtFf@upc-H|qlzX9S(Ei%mV!k4Oa4qJQR^}OlYySXOzvSVw!yW+Yn1?sKE zhO`?KH?iYhDASu{XuqL+yU|_GGn-rTC(3N?<(r`nMJ+ea>($-XJVM61ahb@po^=fa2U2eZprf+_=mErs?)8D9Thmwg&MH6n9~gdz zLmQJ?_~T*cdO?$taJ5$KUE4ke-7txbU9jf$ov$u^@^WPi6z|o+W+o+|*SM=!cP^DP z?j0RXsBz9};Dx0!qY&B`VA)zX6o{rAjG7ob+`kF&3G!O4a%6WWx8%Mq0UWVr`aK`0 zy8%_G-RK}QwLVLH2iEmVGtl>jt?o}7_#N8++(vdor{2-lQ?{JCYv zT`))kZ%B7^GNOr4PUDO)JUVyO>gRKDejLBqi=bHenSJ{NEIhNt#+F4fB~@XJ65qC_ zDnEQEwEt=yL9N-pIC%rjgLV4W5!6F+0ky0I8K_*|j6F&@9&G{lVWv1LCQ^vQpjG_rJ zcp?$mtB0{g`QF<&5~6alMh9QESICD*?Y67f%V@=49a<*Jd9~agIPZTxS+qh#K!7%k zeb>mO+WHe5DNsN8*2$qN{FSW%C!lyWWoLpgE#oTyi+Zp0Y6%Kq-~tgkp_gX4E1ej5 z^bR2n<{*h-lrt~Z28iv3jqY{uzLR3TbbeUtK_LE(?54c$8 z(!L(g8vT$9ue#o|W={^q6`IBbu*$B_X=Znj7HwzXr|4nqV#$3VaRYwH|M=$x8rOZf z{iXRUqowSoe`>GP&jvIEl~SEbp1MNQ-aIpyKF1lz|6_^~1JW;^x;VI$wr1rtp_+@g zr^AXMr9k3%2KN|ic4mPZr<_vO&-Y?O85G##R&z%a>=`M9Ai(P9%B78-P{}sbyI5k> z`~W<>n%GmNuhs3}?w%MAQb?eX3mBiQB*O!~1mK95L*y0uK3IUn{nvXz?TpdVD5PP9 zbD+Pvs5FMXJZB4nFqpo+eA&Abm}Lv{(N7QX{GVP|YFzrgi;~{f^whKFVElcnS0+=y zFWr~au3l+Ee)L>d7eiURHXtB4P}Tawhp01~?@JNj*nqaYMrcluj{elm-(!!q?NeG5 zjzNXZ-7%&i{I&67esdNIZwC^LL2;Gkj%m%G=re;59d#}m?yhkr0h#1f{MjnF3j5Nm zh0CDr{j>9DPB0x~RU?e}qq*WQ-o?O<<+tSPQLdLhyU>;82Ponq?F_m zI-Cm!Tv&K`Khw2mlIm>C>=+g^bWh#^-x2LP}e;9=4)Dc!;)n3{X0CYD{fBR$wPF$ z9c*M1Y}BL`r~SV6WVj~R$J#3&Rg;qGNIzOEK*U*DPEnm5Q$*@&g0cMe-qH|Dk^ z_RkI7xY1~6%vud}Dc~D{n~|-If_`@wU&ej#yqQB__Lp!5hrHB~ZNpj^HJI;kl%esshw#SPg(DNn&Wb zXZRx+m{n?(Mb|TT!z!lEd#?B9ZQKFg3_ zgw*%Vs8!Mk-o15>8jC9Zpf)2F>y3>J-V2?FFc@R|{RX)y9(Uk3CeNF?0l{;$*|yp} z`Yx8DZOm;1W(tX;2@|-EYH|$-f~jR5KF548P58zShOfN9qPhY{z-RNcNL|;}@n#AT zL)*D}6V$JK>kksdc5yu+QlU|HmN~fFi|dBX1EO;Ru$nmjl;cFWXG9$Rc~sSsn3@$Hw%FnZF3*6cxOp$9sSW z5r8OO65l(B=xa0A02%0P-JOnKSM$#z(p2_x>XW zJy_yq@3*&atd^7#<>UgshVG5!5O&(VM{S}NtwXr;**unbQTPt&9} zE$Sq7$$+G-yA-R!r)>a5n4~t|H|1 z9{wGeR{-zT#V>~ev1M78HtL$>1vBr0Wv^@J0bRhMmi)e|p@V$9%hi+Np0mX;C6&*b zagS;YZ`!3-CEy}!0)~uVn>(`AeRWU3RBN+1y_sepH!QjCSUGA~m~JyRA(AsF>h*R@ z(>Zk2rEB>gDyP*KBT)u@`raw=!mZ);J563T;nhxY@#;xEy2wJHPT9-%f7E%-exV*+Bo|KD3rm z`%#I*7F4MW;`^&HD()7O3XC6^1e176VaSP%$k8RZJYMuPekk-T?`laE#J8=u^6+8( zR$|Y*KHsJ5!wEdWG?2DX4tQO2c;^6+LD@L)^9oglnDxEYzGjA~y8Fjt<-|+gYt0dc zLB+OtcCkpBu7McrTjC#|Uf=lhFOK4+2Uk72A8u7$Z>(eiQy>3lCGBJY0o;_`*KcWT z8|rV0&VYcj=j?<7HF}IopN9;FP=xTLAq5);xhsac7gXQ@M%RbY;)+Yvt24Y`Hv=q_ zZJ=ZgXKw99Bz???>Aj#8A_yc7;?ie4J6;^_h0_F0%xGE{Q1u!KC87cRu2hM5AV4HI z1#_&b;lBZUNy8;q8vQ_7Qr+wZ1zA$X24BUt6f4`0Q=Jw;=?L?)-sSOd;`wFuyBzI47N9P+p>x>T@K|Ma9nbo6+~vxuxyN8!8dKgU1$Mw?w6B=%JqHA zXcTta{hmfsJ`ynP{~B@e#O%2+w~bBno1Wf5ZV!+U>@?sG)a)M545d4P@K6WG`IXjW z!d@!@R(>@R4&hDwgfDmAKy5O@T+_0r5YPW}kyS4cKXk0I>fr50=S)zyk;zfue6L^qYVGC8YEB1olUv?QZrTjoOyE?A((hgya-@+-mzqTuaPcK79(>wt zA6fS9j$ig_hkK&^evh%*Ff$kOjBiWJ85d(vOl1K;<-U6r%?@m+Np!(}-{KaD4@sC< zpfV)h=hGlA-`|%f&G>fJz*DJApDW~3Wu|YsUCe=9`FGoc@H}^k(Orza*>Xlo3P%*whV9~umDq2~fs{mDY*_Nt z1cv%epZ7U=YDrMe*h>7zd!_ib^Xv{1sV2a5r%$*+l20KoskQV(?bc&a5|JO5WK-pK z^n*DnEF2sJ^z`&%u3KF{)qi!Q3lsQzZdC>)Bv8UETJ!`|-Ev#WKz5C!`}Dp9qL&`L z!d5tsg5(c+EhX<|ou+zv9#yg&Gbm#U!|gMSAfp^Ldld-|y2Vzgp}$oS3!gSYsSQBZ8|vw}&}zdj zbf!!>Vbx|u?&*I&wW!6EoRgy?rHK8Vra(fIhWFUAva*G5*EJqKeAsd9e$X%HzLaS0 zhTJTFrl|N2Z4&uCsB8j%)NRE4er*QL-K}Is=Cb6c5ealqX++y~vixEBSJ?X78ZRrW&^+Q>VYBCfjLz zD**#mXE|Zh>}pQ>5;)3@=l_IY)a>_&%RYV#6M4O|l~X<;Y_AFvwRJHLO5rVBYxl;F~%->+U#S z9ObBs7&RSLyNVC_ldzwoy^?1(lOjcBKRD5mLb)Vz_GIXpsB z$i3v~m;Ua3HnR15e>d=>Xu~^$x5+%{Ji@>(!pYJVE+{Chyi=MnbtiiLIz8v<%cC2; zi1Ta7ZL0~dUx(3gAe*Do%T~sgE^S1=^lY?Ixiy^je?kqWk{|{l99(Kq>-p8;> zxG=*P1D=?=7}x##KhG=u6aT-NyJ4Or9nVx;guG6^S_cI@wG# zWt;6U0}CkwR37l`1Qt?Pr6a1?bCL0ry&#u7c{3$fDzyZ;a=U{)={v#G9p~G{3A~T~ zz+mD5j;JV1>2nO%$t$ViBkmUH(XUwGXq17ex)F4eZYy7dR;Fvk%lv1+j3KKb^2 z4s)73bUvwha=_{>yNc5L9i!X}eYb8xk9W>bkM;NYZT%`(%aT+3TEa`2Zf) zYs^Yfy6B<4qmBc^7%hMP^nHa58&PUElh%tm{2Ck{j&p~TGb|w?Vb2@p4F5lGW#_Lm zfs_myJTA@V$(cxoubKrPSLj~~`ASU+M2t0=59VmoD<-U^px!#EmWL*kT9bDkbD6_z z%JG15(GA`lmQ>}?ADj@B16nncvc^R7hrMYpkQAg0`t_W;bakhX(7V7(dHfn=RA7zO zxI1OFmRXNI-1qHn{a-I4mYy|CY}PI^#=bxvOaHV|Phy_&!kQ=#y}cJqLRROC0Xo(5 zq;qy=#h}y+{O8u(%)`=g04D72?)(_30_{VFT}d58TiNA#uNNZ4^@u zq~rNcZUp2(qvjx7?+&DIfO~IYl*_>4=A?VhWZ;L8ua4FnZYb&%G*5_e@Nx6;$V$Fo zS`MHgX`I9W!GU$$KX)_3mLj&GY0mLw^$Z{q@!kY-r9aGleR)HbbB!O? zu6!2|OBQaDzHDtl<uc zo4o?R-ep$YfBbH}AYS)B*Wr&yC%H?=hc!E$UQFQOt+VM~>P@#jiILEyn{X;4oug3A zRPTxeRb6An@PZbE&?fT<^8(BK=m@R4AB!yUhm(tI#p8j0O+I>Vsk6urbgvn4>sBz+ zb(u>P-|eQUQ+%@38OSReWcsNPwwzS0+?6i(o901)VN((lf_Ik?5BMY6DM%0 z!gz3(|2`0(0BhP)rA*uI=;$LNVd~g9E4E;lN`WYJ?wlPz3)Z7^{dtUUK~&ye2` z7x6kYA_7JVLi`f; zK>J>K(hI4M^VpI2$NX!xs(=*ShEg2B4vErpHc*8>y(T{kd7FYA>*!JSVG5aY7;sD9 z57R}$uyHv56i+XvYdzOx3A5UF&ek0#s)Y%tuFlQHrc3i&tQ+lqKaxOK*P!OqD2auR zW#{<7F6K}O|IHKN9E5VhTu18gWkC7&2m6nM+GX;!9m|A#6ZF?y8Cb#Ofm!gW;;xv_ zH8fh*hJLM%6d0cFV`F2xxxKu6oWsh3|4XAGiiwYW6GlhxAJ?zUfM^(`xF5z$&5S2P z1k>1oWAF@|ZUT_{86arJWda>ZO3b7bF4Z^udWF4}A=ZShU-HDcBL}#VOjQH5|9!Er zCs!w3CTuu#%Ra%#Yg$7?LmXl{J=8f|ib}sU@~Av-e{}4sG)yvE9mG95%F{#Q!tw=9 zcjZR^yQJWQP*b#U4kX#Hwr8Jc*MRY^?P%<;-NwVAEz2l8^(n} z59dIx2K%ERqQxOi!^K!lgNA*-xK`n5H-FX4CxSNT@%{exOk&<0;tpaiphX}NG+IqO0XGMv+B4jKJPaWt## z9yz+SmY{74A-fSqddX`!>*(3+EI9D2D7X!}DjXJAPe+iAmZf_w)OI}HX9q1l7LP@_ z;P~S8!KpZR4E`kHOz(Q;>b%}Bcy`JO^ElwI2a%y@)+yVGR)jKb8YqIL4R#h(-8o^k zW$juVP}Ns&*Cj_X$Q9eoNEH`DF<^pIKJ8&;g2>IFp@@lVM8w52GPbRhfBDjZ1i^lz z;SXOULEXgB?4_+43eDPU^%i-`ncB}wGNVxH@M4vv;DpH6Ee{W(^9Y858_HO>jiT14 zDk?1O?7xZ(byUMexeIVWub30H!EG1HcaP)+L_Xa=5lf9FS5}O zmlpoArR8N(ADQOrf&y+SDXD*pi-JcA>>Wm@u2tHZvyKf-#GNiO7>Y?(8ybSPTwfjA zDXq@LUwYlf@`otgRhqHecE4O1a&^#a{5nl6^JjFi^#yCsfGa*U-RCUi?fP)6w2;xm z?$iiyy;x7+VBrMwc&=tWVsJWKTrapQsNR*vU3D!TR1Tlze0WXNjaY47y z!l5AF6Vn&f&%hF{UR?mEdl)?KD23t3KcB>@0_!r<}9@hU2kn2N>bn+Wa&P z-j&(RwNO(ZokvJAmp=-uA2WaSwCyVr7-+0{+&-Zio6==@cKJ*Y&H;97^zxT#(tnS3 z?Qtf)Onmi)s%kg`0hSapcOGR^-tHX!4vTu}yfeOu8}amy-M^=A#%}&ha?_ePumkAL ziKX|o&A84y<^oSLRjmiQToDcFw<+rU8eKCfNcWSJF9Y8Aww>Ldl%pJ_0Fb!x_&WumUGuS(EOv%g?Y`I1PUQWo^R zLuqym!`Rl{MLm_5H@-MK zOmXTFg_tC=OkQ1HvaIV;mwL7%d89>0%@lmeu48;qnVzL0`{mfndL=0`ey)zN3i~Qk zg+ZFTV>)04=Dv7koJ|@U+y*E zU+V5k7LK6zIe91Qv?Ks$Q&!4Uwb7yFm=M8e;T0Io{&-hwsi^f8>bxpdoB?avL!k@{ z%c$el&c3)a;&63+>~ql-2oWKj(6B?DZ;iXM6;qIaP(Qwn>%?4|Or_cI3BoZMB!317T`2^AsNT-I^0u^ne5n=^%geSq<5WzCo{YY?Xo z*M#y(*4E700HX7V!{kv54w!5};`%IE8cu>3oXmdgFA)*Mm6er4Qt9ac*s7E5eH^&< zEh|Ja6poy`BBOV>iKC*Kyv3~(+>Y{eapMgQkQR6C5QL|v#Zw4r=WT=1$^%FR9*wDl zX%sA^<1YcyYLpK_g}o7duhEca`8x!CnZz)B?ZD5umg?QhsnYZ?;W;qEs^CL^=3^PUV9*XhXewGe1Zi-@DSI-dt1}Rd0#(#1Wq+hW zQSHv*PTtH1c6gy3R|GtiEg=5N3orvcm$BDgF0(7xcNiH1&~an$2nBr}s9M7F_Bnfo zF3Q4FQ)ZJxxa)vR3?pjjHo=yGn9Ta_{0*Q zc&T)#V7EO`1+AXrUBeTTb@}d+2Z+tAl!BJG($dntefxHUn%Yw!4rV9Uojzgq`E7~4jUZkvGu<-qqR1%~3j_9V zG_^eWXs!+%4#aRKODcB8%`e2KaHRR*lhaU*Ar~pMiXN_A=#<^M@&3eRiQ~7M zi)>D2>FxRLO^N*c&G~=R?vGfO5_GMqRW}uxw7!|H5gjA0I)8uTLt7#$%gMa3NEM)P zTAy>IoX;7OWqRY3Iqz5bl5yi>%j&;N)!SW(61SO^-mB%zX2s72(Z6cIY+6^gt9^Y^ z@FKAKlay5UvKqhI?en2mFG^lm7}iSmmip$`4@va2rna^;f^b~m+}Y>Ug%tm8z>Q;t zVN7!MhnDwYu!&K%nbOmC#ku7DWQ^ym1}Cf7%FSu_ghb<3zP&j=pG924SmLjb@tbP= zFz_j;wlJ4OoLYDauM)W8q=tLR8Tq(KCSR=Ra;_d)8Q zD1~cyXGnaALKqgo6yn{xz}NGZe|aVs@d-aD#1kAYeLBYm^~_GyVBDbY$*gM=>&fFO z^8WFhx9=Q$PLM&Yw=|YC+{QgSst^ya-IWhu^vjTMTSayE;N)pIOiq8UJp45n!A*yJ zZy@LynU>n~H&sp4bDx8Plq)JOHt>nb)1zrmVlF)%0?d$5|0`Gott0uh7jz3P?=EQB zOZDX|{#4ktT;Zwdx2Ln(p@fe*ZAnN<>{z?j^iw2a*z=aF`0@NX$u)S&Pnb{yv%3qe z_!9JFWa)Zc(&mH5Q zv&Z=M`1aVW-&*Tk^PTgV&wS>5YuqBjKPu=L8jCYWs@Sd>HL`crwuZx*_Bq*D4?RXp zIQy`tR$W|1?z%I5B>E8}@>R+&`I9P!K}o{bn1P&Ho*MtNkeE#F?ZVv$DGE1m6r7kI zKJdg7zT<%}gMz)~E0+9xz93e((@J^rU06z$3%0|0dpnlRner7gT2=kt=H%OEKTFY` znPkpaOiy-O*@?ftbom}F)TyU$A%d^eQ9ue9;&?azBmW$e8Ue+}Q^9Mv*AxdwAw^=* zyG%VFQXVOwcEsEtTOm9V>{@1U{oPsr&L*4YQWF-0?#ZKgRJ@Q|b;_jh7xa1C%awgC zvmBmfF5E(Gqxv5-1WXk}-@Mc2l9ygX;BLA0sw{mV}P>Tl18nl(!uJLH#BV zPxuSI{0wGdO^usmjThc=&#DEjJIYS=ucg50<29!B8)oF+vp(3V+u3_>q^yqQ#`^I$ z6-^4Y{S;T|9;@KBw^vvj(!RT7HSeqK-aPdO4__xr6>mzc6`Z0n#Ur{Ia@$kfytPoq=MEpUXINSUveQbpjPU;;EjeHwg9-h1LXjoVr z(r2ay21+YtYuvhJ-)#xq;)HDYI{r+y)JUk8NqI!>7;MG(n+o77noVOSBU|tOO98Yo zn9&KmVdFUfGAkf|LR?j;+(%6=A$Z#mO-wz`OGWv=7x-CwyUZ-BRKGXz)sV`NHTB62 znN7#(!FH-GxsAKsJCI0c*_7%+w-$ey+I$~X4txH$x zHsZiC=J70buJVd*^f!|ojoPlqVk=_5beLd$aHP=4?EOK|b8pRdMA4#ai6(j5ZjV`R zaC5@XCG*())x_oc$2I2lZsk?Vj1J`0WW!ojVD?(@-@kuR-u#q?ov~EByu&Hdz#d6G zydH+EiB;vG~I_+aGpfr=FKj{xBUR>l#<$-4H>UzusF+4pH~9k6Ki-^;S>EiXuE z!q@%GZMMkKdFFD>A&395?FTd=S|L+rGrxD2Zmy@euraI-7L*0n1@*@@!ONs3y~D4i z6m*WVJ%0-MrTemg`|$8^>TTZ)VQc)_6zU<0cuWzh6oqC%hoTXsA=cz^Ec29!sjB+T z?UPS~+rJLyhD*A3j$68v_nR0vjH3EoiT2f22{TuT@AJ`rXEwwV3A<;p#nV~xzire* zwTtq7xje@E+vfIn&srJKlv>_BP&hbN3l{==)mT2eX_aYZ%2V(uTBx1+A*09OL5)F1 zX*X+m-;ywFuy&3YE`>9_$q6B;T}i>>4^K~6x821k1Mc?PV!84O zg?>%F1;0Eqn|u$0HGkq6EYl_<4J^})YuM5KZ&z;-%{foVd zM}>dFA&xY_dnK^n>ERJ}`H=%!?Vr|9i=%=;LCLrq_8Tv9O->U=%R(Hl(vs0qW}Y@< zG&};gI+lfBgF)9@{iTP90vo1rxdC|&a;^W~yE%T_<0stg>1k50CRX-|$O0`A zKe=G6ln*uxc9%A**I2rYPx`zU^32OMdgzT9?Tj3Q$FsSh7`j)gr4x3E7Y3hAuFY<~ z6KKO%QB`_7Sj_SxK%^|(>XuO4q@c`%KRv0O-nH58{)7_vo@?dWWGB`%98dvB~XfDMBYMi?Q2BVz<&I| zy8O%S)o{(sMTMYSR>b*zN;3wEzvy-0XTHq5W5AsHMkTVfwM7?DiZ4HQu>LLlYOx6; z&i5KL(k0D2IDtxc(_>OdYo|06)9g-bRGRLV!%kDD+`u`Z@D16Mmmlur3tZB^eEa$^ z&u~hfWs=V?$BX%VWsk9^$Kug)vyiys!Kooye$lV`wh363gtJTd&PmeEbXu~;W93)* z9Y{+K-4rRJgiHU`U|Qa!+kwldo-)Tb)qIHcU&BIn_g^9cOiP?^hL^~TN8?{+Wel!L zoiKZXf@hP88T%O;X-0w1^L@j_BKnF&nQ%G(ajuBn?ZxfFLmk(_<38)m{o3AcB-Z05 z{jG5KqGRSYx%_-hE%`=9=yQ{Vfy3fGRV$~(fBdGrMOUTRr8L$L7y<;z+I~F-dvA>e zWFptx%!-A2^7E4Oe09H}qcf*=ajmDQM~W#;3Ntclf0hXq|Ni(+)%%0G`q$S)Fd>M# zguwpO?xK{CK#3eaR^l3aUc+~OGxqc`z2Mh@gp#xlS~DJpUA2Oyx%aEBGaG)(1VcV8 z%(QRE3(B!hAP~s1NTAa(Tn*jOOy9LN&q@BSTa2DiY?E)VWu4WcCRr{ViW`%EF?6Ei zNBfZ9resPog1wME zV_lBS!o|W|e?n(&AQTZ^$G?1=f0=*TlfDqelF(1j=%fG zq3NFS^f>zUth2=nzb{{>^2pq#^*0+Px?Q5jt+)(G*}3AzMC&g(<_6npCKQ>3G>@WX zRmHcP)5L#=Tlt|D-PtHS5qqCY?VP>ha!`b9*v#`e+e?)J80=!2syXV61bml4=11&a8zvRKW@g+hv>J__t$~Bim5sT< z65L+5eY(K|UQ4{OTLJe;SC3o7r~pcq()6;An&5AD)lXj0H&pmcUe$7(oi3yK zYTsYJGx_6kez99_6Rum$;UJ#cqV$W3faCft@ju9WwO-$sCY zYtG9Ul=;Z7ugT&;g?cR^YKuBLI{Af#buBF|bHCHmX`eiKay$?nAOBiMC#gj$EN;)% zai`^SosRv>U6IK|N=GBX9rcs-^cuGZJI>S)cL`!-+Kc?flK+hUi5bZ)&RkWAyyV|@ z!#etak}-4hT}oL}Ya`nbs0eL1CBoQxxu|#}mqaa1stYz9o>yiV=G1&!WHgrHrY8tF!wR9qv^$ehsOB)`uDn%1)_ zv_8w9vRdb)0Z3Gbg}>v=dE4ZM266kwZUy4jS#8f*#wzfZE{mIMgs>|U9oCPr1P*;a8BO}Ac#`YyBh`Ve9#wt5HInAqX z!a!L`2?^F}7R_q4I_BHQ$IG;itIYK!g%W6q^68GTrgq1H<>#x7nrlZU*GV~~-}7cl zsQ-c(7puuZYOCd*NAP5k7F7cS13Y|u-z!Cz zE37cY0y#{t7gv6I+JD=0hGe*g&)nWT%6R8O#qD&k6lJ@&Dp9d=?AGZ-GG@uzl)(3z zEP*RUFKw$eUh(c_hvREap@0FowmS1$+x;yR+OSfDBB>wVwEX$=$s3#OJ9$x2QGI`Z zzvG9o-&XBWPcVpyiODG_5T%6CU@nE(XbH35w-?Z*rQ7(-mc!9mpTMc^ru)h|&YK!< z)lX720TxdwWn5&)b0{`V5`L20J3t$=K(JrYT2gl?=F6y)yrbE zTrPz~H*;3ShZ0S2j6&uKJIZZdqh{^lJMJw2;!2Gz02$b-15i}61+UwslzyqYRF8V7o~ zCO0N2+}7`JjX#^Xm^b^$ukd)j`M<9&j{i({0}f+tkM`zwkBIQ)$z%Sj|98evF(y)k zCNwtKzhXdeGIcWIvOHG$BMlc3S0M`|VK+WO$cyb=ozBXes>j7XjgBT|*>FVP9U@}F ziuV)#Q8X~me`EG z6%LE!-Os8zhMsZ+T^%0?j)?R2%emE0{&QZn$*0CmLPddee|&{Njxpuk3=!Oy0lnPhP0JBkT&>&ams(UOMIc~qG4|}YV6Mt{~ z8v2$*oVa7gfe3XvEkpo6k7AKecG#0_vC}a=HuTeS)ma`0hLVpKz@TeYd;e4WXJnZT z71bZh_KH)5PW`yla$P%(r7d(wEPjuc%^GhiYpE*|D-`Z21J#q%ZS?ZTRpj{_ z9>5dWSXpgtH-TEu`@Ebv55Hdr58!~t#vU7l#HDcUIzt=wUG!CFz-4;NMMew#{*bIo zQ8^=aHWSREC7Z^^u05DL+I8;asDGP1k;F*LF?rf{YxUVngPYZSnvm7P(s8nf%e!Tx zYss}qUVTbS2T0aSs;w0gK%gMDg7dFmzdRW+Zh)Bvz%BAV(g z)em;nUM#a|VKd|Po9L|N%S*!7egC&|u&>&wscRbpyv=AMrEvyVF>Bv4$0z*|7m;Is zyWM;IqqvVqWiZI?vN_tVOG{U~K9o6usU;t=n42<`A^7^j^uMjIR-d%yTlBh6ZJ)eT zkvC}=TF@lI7xb};%1aUqc!C+qf=_XkT zGpX6NT_$gC%GcQGqsSQ+K+=`0vcccN{g?dMY^9$fC~#&<~2Ta$oOo9|ukSY5xn zvxdMoD_rDhX{gX5n4Xxb4(o;d)8Y*r2(;Z<^^A!lgU{kMV8uJlh9FUdt@*&8&!ndu zOyi3ZQvT=H{YUPDd4&b$?@pY$_D#b_{HMD5 z=JL*e5VAfz3^w=QrTwkrMQ>`n`<6>hDBJB#VRsu;XNgnZ37o$wT+?-8^=SJh01~E^ zk}uB&YaayMK|ZDEG_36-Far&@@%;6vj73~H7f(QKQM+=ja;GZB;mO4V;@QVDM(fQX z8&Vmw3gQc=1aO&eaC=?_tnaDhAj4%p4uCx%C(gdt!I@sy;u#|EQSd3bm5y#di_1f>gWF&S=5gAiEs|D0T0|v|CdY-YKL&EpT0Qhzgu7St zRUq4E%ohWLJa8c(Dyb?(TJIr`J5N(8FZ%Up_3_bxYW;!x*YqR)X&Inr9aB0V{x%-B z4xe<FE*`gm1vwd^tYUf=Oax5@aERF};w)iu9J z+?z-RyerfhW=6Is3G5f0@L;rC#KH;@ z+M2{?^ur7>X&SGL7siLp(!u>qyp6(1P z+__anSz_)L!;O9VkVaE~xIr+=q@85IQVA|ZC4UdB8}Ez@^S@KMR`qXqj^!a@4l}f1 z4n&t{7@L*4Lj&)riW^ofukfANr4%U63W)DDQa2XD1Cidr@{h z&@na<5fM=_ZPNHxgRi`~#W#{KsAJ1V_B!{fmgPS!@GLa?U1u)dDSOm_1EP%E zGYmAD2glrn$0X@rNK0dFZ*S{U_~IpfwzRgc0|n~fta#ls{Ab&>IyzeC&Jr@$Ei5wl z9htwn;BVXPB|B(ss&(xPR_rQQ3mpo+Rh7}#>kW1satV{2OG;{%ybur&_y?+*Tk1E0 zAE(}-r>Fnh*oY1db{@BO0dzQO)m-8rlv9(xtmlhr+`BZc2UdGe=ug|`HHVzcX%|Rs zRE~co0g}mX&w0tOC;Lgy(2y)tNKtXH?lBmVQ%Q+;nVzn$?)KIeAbSB|v9_OGoD&;# z!n8w6TTdC=sQo){3WUF zIF70dd+`;#>ob^5pFvk|pQo|aaJ7EC1|qQW+;DTs+QcoF;g7D|0O$Noo(4jU*DK?e z)$3Vj^!!b{!=J1LMtw?j5BG7k(NIagJFj2vuKrvk3d=%ZOplj4HEerBb5o_tc&+;` zEm^u;pc2>!-hEgGlxk_+@vis!bB`&X)vT80&O{)2o%`0bEACE=3)*WS2%M|p5%F7X?X&EhobBCR z-R+r%#tIjQ*QOM=Z+{X?23_ne8aqcv$Eo@G7tfxd-lo5PbpO6PuqYF6$zReBWGmN$ z6!R{Z>0MCkvGHEk;|jrFHjr6VK8KEhO!+J#pu84BWu88Hoer=^O^@=KRoBG@*~|>q zXwcJ}(~|eB7ADzwMtRtCIygcNPY+@z>j6`~>CL3kz|jCN-AeafHkvLKYRdGXhXX1^ zA0Mm?7a8uh&?e-6IJSl(ha_xmIiN~XmUjs3@%iDT4Z;rmGPaQ!+!!wM2@AXP*~0_2 z?vIbB2TYpPgHCY*fWG{GRy6r#P!QeZ|N6V@0Ua>(AI& zEEt$vk-@9#vmGh1AWH07FvHHnNjI5D7WJ*2oh0BG_LjOmKsYzEwB#tW`N%WlE`u5I zR>&hMqyC?SI5;?P3s$XKRFXAK_Gto~`vVFo|Ew&=gM$MsQjRYsgSp|de+lacHR}P` zuZvTD%DYr=4(KE6v(N09QwV+4Cg$4FG8AgW4D%0pt`Mt6vVBqdQfPIuXWY}w(r2XEZG`GC(b*n&zlRnFL=X>GhBvL%$Z_oqA~A_ZhO#DTVn2W)IT zL+jf>oEGXf;UMc_%SZ7xO?ny;CV}c*pZw#o?Kz)6g^A;}e|6~If*<3X+%zz2Z&7H} zj(3hLDdg=nI$g%!aQ=M%@P0c-_`xJuQkXGwF?H8#mZC!z-_P-J?Ck7kHHl$tlx-Hp zpWWS2v9Ylzc(fT1`7>!$MoEU!5Yh(%e;X1JVbEii9VVPNxC{0om;Rb!)(RSZ#Qg96 z0mE1NZAoRf(l-reuLq4ZFPtAk(kN?8P#eeV*LxwOq;!{(l9HU)+Oso`KlIzTTIdZL z`fc@ayu#tSR>ybFzC6tYI58`{#B4O;#nAjn+hej2A$K3j&-qJ>&3%SFEqMeYWZ0ba z72AKslFUW54UL=n2HtiLFSXv+kySS4`2N7IJ|Y#kFkKUqHlWAu3b|Ic@H#lu3q>R) zCtKOuU&Hcv=356JqOY&-K~n*6zwvPBimro2ASma)_h%^<*)I18q1^raevs`n2S3y^Fu*4#H)VR8ry+QDcE;nll}PRGP-cmSz|ffJ z=bM<1uwfS9v0pAYUm1CZbe91Q8w z=;Pz#TR-{+gg$U_9tfce=@-bB4Xs_5{{5&tS;=Bj`SnFUOX2qI+ke1Z5HDnGY@7`e zQE*=c*7L18=Vd?%`#_;!W#2hXCgHUY4uyYcA~bnu>FevSskBTlFGKT_bo@T-)zJ8O z^D!A|X{LgxwwP#kD#o__@uJ9?-mJG!GBM9nsgiE>e&K1wvOx~I6KM;JHL%qUZLHTn|-iZ!{nC9d%pg;AAGp7ZN&;CqD-R4S_TGgsOXx>d0_1RhqJ#z~{b^;~ce-2QKd^S8(FxZ0-&>p&$p z@x-Cubv@SC(~FY+dlQPZobdNM*(L{T!_?H&cQqp)YqGTbYYQ+;@QSSwQ7_jos4Oh;dVx$!&o2V8OdCS2ekiZI!=1Vx_8>2u z0a=G0MPq_z+geZ0@Sa{A9k|*DMWYbWm8;!pblCa+P9D>#9SN$4zmrS(wkQJU=4DbT zt~}V#)Oi3qbp702tUI!i!SUamVuhUVXd*Bstme zqIQ1}$vxpt#%;by>%b*_B2Yc-ICA_w@LPP9370H)l4YUQOtOzq-AG+IhX}HEe?I~( z6LqwB57^R!YQ=FsHHS%mpSbJ2qpzE!ZB7{p;_h_7NU^I^`%{CN>nauhTk-#06~&Fa zp=S8B+T(|mgV-oZpY;><{)bSy#65AX{l(RLchuC>*qh#yP8@LB3-Cy<6o@kE!0xS? zF;$}N)9w{UUAle_O~mXwrSxq5YbJMQ5xcL>1jTD9)Ns}IjdavAzPd3M!zkmKT8TiK!=*xZ9Kf% zzRb6nH*QQBbz-f*ND0${c+biJggJ|D1TDxPIx>R^r@c7;k$sat{2?l`;Jt8&D)>PfLfb2Vkt%=O1w55ptE z73K!Wi@(1f+zS?E!oek6Zf&eAR4S6C8SGj$9guj(Z@-4bd+Au7 z;M)(yERVLP1y)A^ctYcoKA4H8w>O*XnIo6^n1r))c|rT-`Q+vF?5qfg0&LXt!gMC9 zKgROfTw}}{?e!oeGPHuvnFQ`*ZL~B`X*Gu}?6(D+(0KC={FgpOE5>on<=dZ<1gRsx zWN(HQZV4nuWy$K62FfcBD>qt?zP5PVE^fSF(ihRptWT7ep#uHS@_KqHFJHatunRn% zJ9Rdy7opKF_A5S)ST9WTlT95wiXr_7gv~{|Hi<;;C*+}3mQ8x=a>7NlQp%DkWZxnxHBKK=t=pif<#au zMn*kWCO05{56jA9yZphk;BQ*T z#?;iSocre-p#{1Rerh+T$YQd31&(H9-*8y&c>z1}RTX5HFVlN7q1$Y>tgr9g{MuUf z)5|lP*@DIZvaI9X#TYdUW8+L@eNt0X(Zd1)0{ASao(0b`WyFExLzXX&rK<$>zAb{8 zrs*0Ec?RU0afZjAT^-&<)J)C z{f*B5h>m&~YmC(b77^!zOKkkQb4~gIVC~9P6BU|h$!>t?Q{L}~Z;%k6B9s_#hLgKWimXHK&Ec!4Z*RYXL@2{!&0 zKR;dQhW`bfiVzeVXg??P$USPyvAouX23VOjn0aRQY9mTuCia1T(G4Z!M zdO{2a>*=Hsqg~TdOM82}K-;w|SMG|7L9>n3(myJq#~NyLS1iGKrlh7u+mbP+{#)HY zgZ5Jzx9pGq8)E@SnQH+j1fkCdX^2G>kjkYoF=SR&Ry0k(PDzT2dRkqAlw=+jr4n3H zqb_a_p#~n%E}`djPp_k3--Lb)5PO>9hZ*ESny`zH{M9sO~ z1Hf6JDvuXpkVy{6k-B05q}qmtO(5v9!S*&D$R+_()8Aj||7AMdqqlwly7=B-#&2`g z%Idyznjk|1p!s7X2?BFH?JH1$}|W3V9lFn>NN^WR5N_#5{xGu{t1faPS(Kn3zc8 zp82fx47y-0TZOVL` z4t%P9^*RP&2mY6;s){@obz_c@#_pREiD^sw>y5M)q()M_* zW;`Va3&fIt0NsRyWH9{+*HbgF;6}huhy@`W0XTn10%P*3Pkdpl$W=o_L(uOv0`+=P1JABx#2^1*N0Nv|tr@z;I&^~s6^vrN zii;HUH2f*}BT6S-W8il9goF*SwE)VnLc?q04l#=w;?$7Mvb@N=A(tj|U%`^_n5w79 zFud>=2i6HH)$}ZoapC>D<`cZ|kYF9A$eb<((BZuizu?ueR{PQ;_s?T&UftflMCF%J z@Xq0(B4psLU0pI&2O}npyTCyx!s^OF2Ko~ynH3le(Qbn$(b-m4Cw%qFm5gY1!=K;| zbOj+6v(ZQHl5(5JerMD7eGe8Mzx_g79ErHaW}{qodrPvMAC4>u@$eFXzz)yK%32vK zD>_+-vAAhE3#<2E1_>k~VG`1K=dZNDh+wVeB`k#Q_`bY;C=Pi6^X-5C!B^aufv5_j=1*BOEjnW`X#A2ZLi6 z`1vdT@!T>oR8x!n&S&=%tU98wxL6*{LIM1SoTQ{A&E_$L(adk(zNr<=eS3cYYA>A~ zZm+{Fg0Ek{F4^({iDqe=trSYt6^$Vkakqriz_~9ppj$zxtMgx+?GE=?$s`nXDD5eM zQ<#}u65;fDuYb27<0l|YWLLCQnkRj5x;S1$h6E)CJ!M#ZBl-j~B=q9<{WD-z?91NF zh>$Qty@Cre_Y{cgP7(A=4&pB^PSv3dP|NUsq7OH5{t8) zy>4&a%5&Bmftq$4T@*wI!GwnM@}sl!^Gz3b54wA7?CkIg)39u5;L+!~jxp*}rT|8_ za32$Rg&Lx=GDz5`2AK1$0v_e`lE3F2oPnMMowO&QHt-+j@}Be8TlwAhBiTYcR8|K{ zy|nP3h4$#T1KMA%+fLP@mD{a~fxDDWTcZzxz3eBDAu;y~zm{R4kN&qM8kZT{TKYcr z)iw@LrI@VEd|VuK7;>?CTtZY**}F)wmUHV~`D2j&=&V9E9-LNlJKO`piG%?S)?L(M z7n!%~5a)S>DyQ4b^a$>*=syBfY_;q6;R*u`)~tFazN6N4JK#!^3WKlY-#lJ=$m24Q zZ)P0Rm=m82%5>e=>AXWqL*G)n5HWO$VS4YMQjDUJu8>@$bt4Hs_h4N)5uJ-w4M@Y)!Kjir>8t(p)vN$p7ILa3m3de+zT;egO9<`W#Iqk}vm z*0YBQ5wUERPPVxd@Se|CebJ%2$UtV~=ofwB|G6XtrGOUsxV})|+l-xEum$(|sdHxL#kdWPqHU;&gXGS|UTJ~IF(e&XY_Grm#OlrF*Z;x;cAd(tK>b@)5*VKK> z^VzD)B}Pea+_*{gau5;$W2pBi`@ps6$hF`jJLA|*4TbowFtIt6tQY;t9thdII0;O> z9)bRExQ4x0{e7f%itsxY(txyD|pfd-?H7vTSL@y|(3t%XHg&DP; znBHckMAK)hrJ*P0*p6xY>}rygbzhhtq7eN_D06(+;)N%j7$k{}>rkDG1wH~is=k1M zg`3M~yVN_-K?BnB7;<9aFCh;cP>h+`OiL3KNlCQ>Pd(f`uA{TotP0q2@gaReWSQJI ztZ{Wf?t{oZ8rs|1+KzgbZH+icXD`4j0|C~~`W4P}`ExL;(yt^#DF zL8S>49B^s@tRff)*rVU&uZI-Fvx76 z6y&5LNz2{PvYk6<`?=zq$OJmwoiQAZ52enmkBQfE)|9(lt^#4%#-&8H5iIvDM2>4S zr(f7=oXKswf!Jv^r!+&khz77r;}u-2@jrmOX<#A@lz&iDGc$FNT;0ILM3~UCgHa1$ z^^xo|O*&dwNhxakM9}46YJI%};uw$10h7md+%(8FrJI+Dz(9?`+Jr&>VfjOQv~!&X zGaw?d$X*Bb0iquUDKSp1$+%{+__H83|94+bLqpK@``><##j>|=csmF<{3Yc3y8?z5 z7D2$yE-xr2AlGD!wG)V8+!>QhceaUUvRZ+eWoRjj44N zpXi#VD`sM1lW7J?=T_sxqq!g%32B*>w70LGy3XmA4=kyae7cD|jan!?4UhE|D6F~h zt1muJAH>WYjsfYlSj1C5q6y}slu25SU2}yrtN;G|46p&CJ4_j{U%xL%kx@j!_c%$u zc;Lh3;cF25?BT3+fRvD`B>|6c?EeIn=*E9#HikfxDWyFb^UKd?g)(s~pTACbiJ59O zB)5e)BJXa8pdxHYNdA>D>lvUMkZd&@UE_58Ow3=2DARPm2WpSI+x6MzDi8d)Nwoni z^34w&2|_}Hoa~03dXRQCp8p?SU(WA1#-e%}PyNL~ z_IijSe>|>(#39w?XL_Rj`~Qgg@2f}S37ZIp1~LN9f2&D9BtrCzN}YDA*SIav>F#ob zX<(0T**AlDIIFGX&!`eObLd0Vr%1z_VL`&ypf4dK)T=mnxgZegDyQB7e*htCc4bAy z;7QHtMuk5K`!)8Wvr7($L@a8*-#9-H{~X)307=4!^L?Z#V;fk=NM~}G5JUw62pD;j z+c&BDP7oGH7mk61-Y1Lneit6D(S|uL8E6-}@@&u@l$?qkFS5PpHlh6I{}@VWpuyQl z0OIlb_3JQPiyv}_PsPQYkS%a8qeH9rQ;;y|kCvD<^1qv&o<_y;Sbc`cictIZ1C;{- z?Q7~`RzZ~IX=jhBMU_`+DK}Jzk$ExT!amGaK{{FCu$iV=$`-F#VoCyuNnK|r4lqf`#JJFsiFK$_1J4iw*>fSpSzv#F>*A(|Vhjpo z0NP_+$EJYojVG%GAzhvYUYVMPh6q?3Epziu5nRE)K=1h$Yf$Yxz|`U`wxMNGPQv2X zaMK#z-&O?I6 zVLmoAH`X4_?lkk2c4@q#bUPO*sg~KT5>Zi6A(0D``E3BkJ0Q+@0?b?J>fzdOJ>Zcc z@VT&hkD&aLpP&Chceut)2r5SKX2fnHy9J=?5DO%4fg~Ro2L#SPfIo!vh^#FtI(i#s zfLgEg(GTRRx50WxbDAi`?}N(lzd=0t+9K5_D~$1uGnj=%MZnlt`0GP4Vi?X%hgwEQ zQQ**!63i$33>+WOs4oJGe*ZEb{|;gtLYFGxF~HT4de_HyR87eZwnjeCp+#w6f9Or|z7SKZ-L-(G)J|Y_^H6PD_Z3=P@ zLm)5V)OO;s6<=T9BuI8VJw5XcI!J-hDkv`2AIjIxRxWB(+Ca(yTf4i-@GTm3fvE0}W^{2W#3pb1g%|!-QZvaycrT&}_xjh31P-+glqZA|vza5qmum$1rQ!L#5Pz zV_CeH%cu811Xw5i(5V71{5fz6o5$Z_6m4&cB!R9qIw)DLL$Lx%WKan~$GdY!uhQcx zg0ld1?BsBBasquFqtTJ(EpWF%>D6}D5;z(C2+3gL`7I1CZ14h`>wc+YPn zQ+6R5#m?LIU8R^iH$wUaJ%5X!1%0*>-@tfgYI>o+S-mW;qD#IZJ>we#GC ze1&g63wRX@k0jjYKP@EB?@?um4O_W$<6+3Wp-$31TMKA(hbM6PCW*nni?VCuzznJwsymuP=I6pEra8M z@j1PMs^fYf^^AP@_rAW2uyJ)w9)Mg>dwl8Ar~ni5%a zk*xq23lV1ZR66Yn&oW8FCBWF;KzJHTklQW{73lik6Pid_1Dt0(AiZEq_(%r!cym`v zkS5Jp`vAKt$>awCL@7-Xf|rB^;zPU@_0Z(N(UaFp0WeiLg{*>4e}&p{u?Vh`z$<7tbkJpWJ|a2 z-jy&gpaEhu1tI`BkEJ`%*Q{NKtlZp&P!PkS;0puS24b7Q$jE62WbhZlb|Rzupn%WF zp@9r0#364UE3<)eoXZa@qJd7B$;fIx#sls{9I_0=2g9#Zv#_uzqW=be3Q9kD&xD_N zxDsDaK}wZ~3jg-)&6?e0>+e+j9^V=bDu(Y+xFIAV$%KMf8(-LI3Al^Y-evz&@C35% zzJ7k}^iU%e=!fk*>uPG64Z6p4gfem;DKZQKdI{L&Ec5YldI(|jGc!q05>G^?feiki z0@!5A2BcA$2t|2!5u8sSbkE;p!pHzA0I|}-Yv9LkHt(y{xK_bWL4)B>C_ONOzG!}F zDMO{yJO@M_y0iP>RNhWZOtcORD0q2#W`M~@pRH|N3`4c;Clp@Z_2+47LRQz|_yKAh ztqlz?U>ipNbvWGT#i10)K-qyF>p_FE5WX{#k;$^KM=Hd zw4n*oY#_wQ1)cA>xm_0Gq$}-%N-{C={=~<_@j{$OnlKs<9m*3QfZfxlc$xa<-zLuS zDRXb_*2U>26#KAEO-+q@)38Bd#7sEhN5BtiGq4Cy0%v#HnS)<{ z28?GIp(5I((O&*0(X3xoIp{!pJH9`rWlJ!&q$IXFxP z{GooS0TV^9lTyDW1tDHpATn0~r8MYXc3`Z2pJ<8ZSvtewby-?eaVlculol z8gT#Cz;6lUA*e<9-C3tsofqCCsm3f!(AJ!F(kX>kVK@qbSN{w}km{Q;((i6;PgyH` zmyndCpOpYLpk(K!|8?b@G`6fl2h{l380;BtWdVvQfU1oxBAZ-5ZX2{mX(JlBFzPp7 z@D0q(1EKa-aH-n%DyzRW<UTTTvSX<+hgG1=&lvs8N>LNs)uNue8n$Z+vv1lae*y? zj)(vKOWI2zjH5(r=PrF=BV^rYnvW~g!xKJ-UfDvUe)I^fS6e)hcnR-zy#pBneZb>wH*1Ax+C ziP{DVoC)5c{O-855M#jMfWWAswY$5Z=Mue@$}H!@&zJnqM^s4U!|jESjZEaLb|aJD zr&Yntp(iAY8hHx%7Z9hTvu4`}SWHwh6buynD&EOtSifRyqW?~Q1XDgMXFd)K9cgp* z%+Q&`NkpVqqJ+?X^Z))YT93HgE8UAqxIIvN_ko5jJF#1ii^C=Hpqp{xwRy~vO|7=5LlcY;AqKn|Bg^B)=z;2=KvK$8~Hoz`! z$}H&wlhicPR8H{Pgm>bqjU~}k`=)3@<0#02Pvd}H#xzi>uHWNl!*JF%0`$7I9kWr6_P)s^bh9#6A*T$ zIHi*)QZs>Iq8kkrr!1OR-!ni|EWbWlDs%PPwV$BcA?*UOARTn}6Oxktd>t>4`Sf&+ zUEjnc>*>i-a?krTxu07lfrxHmV|;YZrrK#YO)}c|-@vzTc*PKu?4V#xc>DGbO6Mi2 z`NhR_giO@;o#j6Ta)%Lw46ylsJb3u9A6$7jR6a%^WiESf0;=^sPfP;or-J~6Z}tyZ zz}UU@p#qU}s3$WpFud%DW*7gzIy?JlsPjFJPqp2xBs~a8x_Zz&RHjK25+zm?X^deE zcGFcNx6MO?@^HIqYxmNFk=PJ1c^Ho&G_0er&9x?Z+MUM3%0pY8%8KT=x$kezxqt4t z_d3Tp&NzKP#8y*m; zo%)4%tUiWt$k=nyFy35V-`L1NA$by+j_$P-iwO65uffCE(+>0&E6Rd_ zv2*=8DCm)OdqyKU$YRJNEMb+vtGMSEHn#lu3DiO>Dk^S^fam?_V%uzb^5oFUtFvC1 z-rqyD5Oxkcej^Yk&?Fid!xN=aYE|x1*ts)86%4m_A0%PyS^sb?#F9qrEE~Jw7d3~>1?h!w{ve~6$_6TF69feVB5uws~h`jYMem_1nH3UcJ z`fM2ehQWc$_#6djSPX<`hyQ`h>fX|gkD{=E2ElrfilXEI?d*rL5L|)LFhb_T$cO{H zP!lkem`C&x=9mC_{pyt~&=P+m^ivr3@N;WW=*HOC%rMeQ9dL4S8I@2uWGm7NIZ&hLXI9>shA$j+i zICL_>t0!klggp`3YHDicd-pQBhTQpf^W83O+Oj2RRB1}AnmHnz2#-(;v_6NsvL=mx z3Vl4bINo8}=|=)`&|9}Iwo7;5D9${A4>SybQs~E0F$^Hx-*F(Kfdx0|i^9&eQ9B;` zcg7K#uc_(q@gzL98>k@O`hK)W>QNbZ3GWg~w>tMuIX&w(1}!K*eGHggWmV>PZ}z+> z@Z1w`7ARAGknrpnlKe2d8w&G-2g6D*CjOKc7jn~1Mh4Ce^gVPfT(0FSRvf!f20!ZA zGpCp5d}ciuu_gMKHrO|VRlHyK_;EYxLG4J9xY#8EgMyrki;L}PkDVecEiKEy#7}}* z%tI*4!S|X%`I_7wB(Y?BKR2q(QFe9xv)-7A>hWuIBz6Mr@y+};h|@LJa7&6|wKjh;~*d*Ml94w$bD9XIj(o#eV5D~N#M=~4-u?*62$1Pgi z*y-lqS3*EY%_3B#;b2@3MTB3iQ^1wsPvRbcT=b0hOtFmeLU46JI_w-Ws;smso2=LV zk_$G~Wk{ap+IVffEBv$!vcnUy&)y|f{-CIwcT2w0Qh4p_g8zgXke&l0Bl!}ELASxSLO$bgl=Z0$c$6d-ky!MOC=f9;GmeCvPnov;wv1U z`e2G9(?U%|#E~&qH{sfq3`|QBeO|ZR`v!IqD+h~utsinFS$DUWshL?W$b)P=qj(lN zJ36o1bB+s#Vj^#Wl&vqD3V>* z&Le^Qcv7FL8K>ZEcLgZ8P#QTvJ(8uir>K&AL}v~*eIC+PnL^=CbOMeyb^oQ?Buf@0 zz`xByxjg}2fkL4x8uBm=qsX&z&bj!)oo^wZQKnFMVtE;>m72x2UKqttx8I~JF_4k#1=s-!YrMp_Zt%3QHlN7lg~5O5%7zz>c3s>Yn;rAwOw>H4DA78s6w*IKyAXmVe7w;hV6`uj6_~1 z;d+On5zy`3XY^5H%z76oB&_W<3l){nK? zaeftomr>W3>s6yXn%Cvp0x zP*Bb&LD-C0zQG7k*GZ^G4{7L%XrPBhr&a^#&z>U#TrGk;LB(G6)XmoUx+*pJ{ zh=@Zp{qEfltqLC$75$mXEOPVKfn|nsTWnNP!*7i0nwgmN_V$kN8{=1phah@{LU<7> z8h(NX7p)BXZK|R#Eg$HBNwXM6A*2C_r1FEEny%VRotsZ##ew}B8^?mzbgwa~ie9Iu zhik^t2$YV3ByenP8qWa7ivvG*T6FZUB(@_cVT!~wCqu~s1_!6TVI+gvyuDWsp{m zvJPn%cvZXSjv2*dOO5Ttx6n2TsTSwIOSS$W3;Q2_H8Jb|wQBW@WZ7m4zU*uqtqZKa Gy7+Gz&wz3O diff --git a/master/_images/sphx_glr_03-matrix-multiplication_thumb.png b/master/_images/sphx_glr_03-matrix-multiplication_thumb.png index 278a720d43ecf37195526ef71f12a6067a2d0ade..f68c6edb99e0d67d1a9d2aed0d70e93f7fe580ef 100644 GIT binary patch literal 34006 zcmdpeWmg<+uq_D?EVu;^?t~!0-QC^YZ3cG@A-KEyi@Upf@DLnkaM$3cbI$!0_rt6O zvxc7TdP?@*RYiodq7*7JAu8bZATQ*jb9 zfx`ga%oi4i!GsgRKo2CI0g^0G(@#D1`JzOr(&y-sIm=g)S! z*g-I^Fdmb3@Ag1=L`=-E{Wp9!7dR2m7;6qf_wx;f%x?|{f12!6@b}|AtKa`nEidx9 zKjX0fUHgC68r|F^t60=s81gjF=@7&S=~G^i0L;x}!9f_=ju^WD#uo-G94aOD|4f{7 z00Vk?bW33|7@yAObD%6uNJvN%3J~OTKdC)UO-~;ykcj-<>Qea0gc>neSvu!H@dgE- zrPl3Ob2^J>px$DF_0vb+yA`V>CY^-E3a!MnG-==t|2|*OTwYv!W?_km#Q!qa;>xSG#mpLfk~665zYz3CL@cjsrdp^U0p4mFxX_bd~tIF z*E=u(8<*L5a&iJQIy!26w$=uLKx!=}@HV{mvng7Uf#pZ@xuN3Z z#O>9bxVXBaU}wh;%*rB$AtolaKVPXrK$D&hiZdFI||WR?*hBe!Jqjb=H{V)`gSXEi3LBZm5z%*ev!BO z61)m^OVWu_1Onb+tjRby5;F9jo<4S;`0&vAnfvd9NIF|w1~L-Tl~-87tvHtnQt*Yj zoJ>$9le8QxA0M6O$t;%{iQq>^$BPXgP}P7feAs&y{lJ|eGNXp{i_Jl)FNmT++Dstk zt=@O7t}@m1=2k*~z*N+Iqw%%=UBn!Xx)1#LETeslUoU5Klss7rK2QLEP*l|WaLwvU z*J%ANCI*9;$)iMwVZNmA?(|nZwf!0*3SM9cY}w+)iWSJ{M{F#yerP|f?Y}2vO+<2B z3-r2%1Y+VNVAGC^KvkksguJl2A3pH9CB!~FonN(8>&L%QQH^rOH8x6t1-JVmV1N*Y zm6Ht)K`>cl@Py)8ZxBysC$=-P;U?RQz09j- zkr0SFjnDl!$-#2Xz*_^s3vC5%_g~R7ElkoJ#D9+v*UH`YLA9gVmr}C=>L2kP6-qb? zow$m+43?D-t?5n(8OY+2+6cz1 zlla;zG+;wSaw;z023OEeDr$`H>@RMTLgoYCU9lPp2`QID{z&algZ3Yj=s{MG(L@-Z z=sX~sQ}>$#sYc@?n+*tp&&n({Egl;$@_3XrEPm0*{pH z6GH?arAdQ{i5TBD?L&oPr_IhHga|sGz;}aAV#Nu{bRvZd#x-?f%sdI{TQR!j?}x6} zA1L1c0Bl1|32SP)H6ujMtLyLGq6=*!(5+g7xNZkOCk33O>0^6gtgNtl*7}lWD|W9u zJ&a-Fz`{D6md=hUST6oI#u)>T0ucsMaR6`f;XG9M=Bz`xCWqgfk^9qzH_GcP(NfjZ zTa!VMfm8xPm&3$^Y?E_=jGQVZbbCU-IXFLOe5(7qR-~FUiHUx5fy*%|_kc{?y*Z0&c2=dDKwM%h zdv|-=*eTb;NK4BL&%0O_bZYkK+D1mj!*lK*@choHhxtC8!;S`lz{jU;rAm>cO$gd? z4l&+`qA~82CYVSU7vJ;28ITMLnMuu8n_!&ZBSS{tksvK=P|=n-JI5)P=Ug8I0nU4& z{&=VN@Zl4-8uz}OTw>-A4npe%>DPOFqh2DX(ZrYG*wiOnegWt*mqP+A!N&Q;p9(FL zEAuw+>&rd#kA!Z<+NO)o=`M|wR2xBsE+-;#!X}qh4Dn}28l5aYEf%BY>WewKt4m^H zh$WXy!dvHE2C=Ju_Is`RFJE`@`D9NF#hR?SBm)An?`dl&^1Yo*K}yc21(bZ>R@u!1 zzlb6Ht+%SU1`7qLxE7%FtI^O%=Ag%CFnF-eWHWC5Cd04LAZ6>Y!9H0A0 zcXNzjVp8kP`FxY8Z&#+JL^|E!l&df1{5Mu`4`Tj6(*vfxIsbC+@F^M;UF3cHT%%B& z5HcG1Mf7kEl-~WKxv{xvWaxPm&6Ve%=S5+vxs=`XDNBuO6Ikxv`NkQfMtlf9-Cg&176BOIOMJnDR+R)cXTU^=n{5L&8xL=-}EBne*66 zuwLh0i4n+*+w`Ev#TG>%oB0pJQSnZ_u>(IaL8lZ9vS_;JU9{-Sw|6P~Mv%R6 zY(zg_<57&?%?gGMlx(VKq@_v|N{=25_UZaydL1mo00T$EdR-`?SOgYm|9PF8dsM{o z&HsVjdR4PJeT_Kh>G2q}IlLZ>5GaX?HzwY^DxyqlHtjw$|J89QiZQ6sjbQBTgok)+ z4bGBp(h}a(&HmpFmV+AZRQ^li*P;+4HS`q8Db9|&u%2lGQBP*Tclk_A$v4?e1d-E9 zp&_@mUFoCq@p~$6rl)_U0kk=~GX!ECja_6gij}0i_i63eT%!CC6nr1-E1XrVcF~&KIk7Eq_+;GDo^OMd@%KQ#$e%@O{24oIpyB z`z$oJT=Qkq+RQZ1OzPpUY_V_RvMrRz)v|XA1uTElmFea;?9rAp&b zJCi$H)k1qulju9ol?k;he;PYF-l2${V^I6>%_$`u-{Xi1q1b29uu->d2AU{>h28ut zEwfzT`KN@+1heh=s*Bbp9q;3ky(86VZi}K-ao5aeb!2K3tZvZ+COQfHdLSP-_e4p0 zH7cn*obf%-WTw+|(QA~!C}fUv9ix#zN?&Z|NvGPrqo;-=c^uPtsG<|Xy?Y1R8Xb)b z3G3-0W|B=#m?%^o3jjWmnJkPZzS_LL62<9NzxK|kCT9)Pkz(XJ=rBEOxUHx+GxL|$j6Sj^V5a(n=U|El{xvEW{$JMhBNQ?uMSHBh{xUa5+F4Qy zre!i>;d)AB(zgishEAQXUqnr+Aw|>VDr6&JH}js_lx1gsk@e;*Om4RTKZD8khf%#6fBnk8Khy8dUSUG`0;J>Ie+ld?BqYRl{`E$!O@@X| zwcG3dSnGn54GRmRvx-VM+EfLA6TSff0cc4PUl!O{ z9sWze4C&Ms>DtscvK-;U^XHJ4L=kr>)Q9!bj`0Y_&tkC$& zyL(%+p3HK!?Y}Nwrymm!HJ4U=bb1WWExVZXGA&;l4vYq;i9J*$|bgJ*Tj);-h!7kJ{6%<)!gwc+ z@hT=7oP{M;lL{8FFduzL)NS&v-KC-#_ru{OQLkp&JV5>6wJ30F;ExRkLzlC&AcTD= zUq+`yTZAl#qCvsE$hZ)uHUaNZuA_E0=yvzL-L0+Hf<}erm23#J-uSf;P`ZtivzZaX zpKTG|_Mq@pdJ`{Ln|`#k+OFV4wHOW?ikSy#g=E-?DKv0}#_RR@UIqJ@)j?e=0<&zh zvGG)pwL0M+$!6+-xW3EKUHh)i5q1}`enSTc-b=OzuHTn|JJM;Npxe$7ODD}NYLrbwkw{7yhcG`G8<9dCb%wb0O zoULfcRcNpCK)-37gs(7OBiZ2Hloc>;o4k5vZ7IPO&|m3POKXUdML*DCf;9;y}bbFT{XUi0lG(%dblOxce2WsLwvGCLa{H63P&`bT0Y1%o zi7khHKUzE)^#k&+l!yO~#WR4ydv*Poly?RtNu4kJ2jBBTvw3mO6*!qmD+CRAEaw+r zv`r2X0oAXWbeTu!W2du0HP6a=-ct5u0<#ppacld_avg1J?>TA?zey^lplM~ZJEAFa z|7YOL0F|#&ozCKDp9lY7FLh5bo>%=+q7?Rsn(u?&_TA+Pu7lGKQbL`rh$c9dIl%?0 z&~P-Jm`a{`IWJ-C(ovH4{+Rw<{$%kEk^vr*pAj!tH!W=*n3_h#&ql#z;J%ocxzbNq za)7*|RcTfWlrLW8K1(X1u5v`7;&ZW9tTVkgc>h%!@_d1eBR$Fpr(1~^g-1z8MOBq? z@N-&RqS#o~a{G`luK@89k*DZ+E?Pn7~mv8^4|QX0xk_;N^-t; zG6~A`8qx`&y5)Pm<6cR~)FczGgZ5twxzc8jJ~L6^OO+x#d3i7W06fzpK9h0t*P`w3 z)^~!>ze5w1zLD^?)>#1pLJV1IX2BUXyPBY)B@ICB@6pQ^LA|XY3B_bgnLryQGl7Y4>MbMFe0U{hJ+4E&wNq`J#2jf|Zz7b;;wVRK6qx2tGe zgSPO{N$K{*4LbVssPi5#>MAIw3z890QPEkDJ4=V|Lc%KCopWN}=Dr1?LSMYS81+$z zSczC0?GBPH?_cdB8hWD)9J1{*{u*aD4K+QI08GUY_EQy=*!l!3xMJzLTkvTU?RB^) zfaX$R-ihv9i!@{<@I5?D1ybP0Vsb<*9UFSC(0z2wGMUz$5=`!x0mu(8-O`EQUu?m&GOc{!vip4avf9obA6p zy2=E8kVrzWtqOmAMCSjYd=@;G&_r4&(IJta@k%t=?|KiE#A7DQeKgeaa!~2tmd%YP z?(4m=k;~gIH}<=`lqcM^HAr`mOd^D)q{$A-RF8>y^+<$GBb>}|h3&2QE%dwe$0sZ9 z!|xn;ot=T7mp|W>=&r40vFb>s7c zvjUAT$*7VLy|a5fe!!e9M84JSc(iYDN`s|vpeN-=lQwgf4DY~VRE2qZJ$I^WOb8bm zi078AZBKu7t|ozM#TE%LLE=zo;!?b3vF^2Ox>nhi(YtJhw-x_mmP)hUjCY+zFMhg7 z_Cd4u;z7a0iTq2;6MZPORoG~R2oIJ4MCj;kHos=4;hmyM(vP@_`4cbQTcpaB&FXaP z*1p|*17w&VdWgEoDfVjLc!r6y+^%pui$%wZx)NLC{X(1={ZX)*Ety4V00{yDl;Kp7 zsj;9rm0v{$$W>Yj5J^dj^k~KTZU+vtk%_{b4Iibm!cipv8xC@hY@@+tqq zOSiV^%pO591FCiWReLgAl25go8y>DKr>S!(WpW3jD~VcH+tkJ@aN-T)e^;E&mb)FO z^R8|J`S^tM?sxeKcaCRPacSz+Q{QGe#3%wyg~S?vF=mIQWf(qJo?m8WNWcbr_Pb#6 zlW}uKeB9_a%R&tsq

MZbGEt+TVMKNOGpbOiqm4X~#T5|b>m?bur+#M!?a)7bx6 z8lulAJ0>Gite!6%q+4t`)yDbk^{muwcSo{Ky8USqy>)O0EDUJqqa%NsuAM2diinT(?Gd; z!BEH;U9oUli`%4?!610&ZNUb+{8HKNO!K61L}q%x}gsN=@;-q+hW3GQ4722M?fI)ESw{< zZ>tY;!(aMpvJWTeNFr0ATIE@M!kBbLClMFd@@MPDUjY^YOF2dpYcb&2a#wDf?9s1##>thx?M_q}lIW7K9*N<# zSpNH}hr`V~PRpLzYpPPPDEmnP3yHo>U%GvG`h>uIC3jF}H#B?vom4b7nl1t{XAE!| z=Ox}`b)Q);#RrKjt?bI7R?!L8UD#Qe#m%ZqP2Fc-HKPWHH~W=EJgag68pgt z^>HbgG;ga6r6{ce#@f`32~;NaX>_M*gtVtG_eC=~0sx0nNM$h~J<=r&dGFV%WPu9w zI+8;};e7r4T%O)4DZ313{7H69H%n6bH{ALEUqniEM$g$8vhyy zigL@6;U9_m*1(Uoi-~0wPl1#NuzHqsE zfohpDy*fZ5P8OAZp*v!F9=#t;XSe#q$M>SP)@t?KG-eqCASZi zB*IT+cj_o*-z%0Dmz)3_Apv1M&=*o+qcz51zLV!BT%m@EV=J0lC|;HF>qxjfiB%{1 z6H^+FAxZ(ag|F@j#f;XvD9J}#nSI(c5E^uh9; ztJCn(jp0#Cyx6n$^KGZsQ3CzhdI!FckWlyQqaEOmJpRwz9qy;1#j2ObH9e|b-fnx- z*_r1)i|A|)+Mbnw7{o?8+Ln-m!{Ss|pac5b@4D0Wk|fKV(dQ|3e0SKSBX zEcm$N7kYY-&`1VnOAJ7yI%8UE&a1re-*EXIOW1qbNI#6ed=TS8h0pT{+h|?sP+2>j zHdn9a)uQO4ymYxD2g+=WN~|nAOEuOV8WxQm3xHRXka5YYO~k!Zh6gqpq=QEk030Qp zDy)a#Rxg;&;YVm2mVsFFgTHUU_^UI^12Ietp;X(ZRDGPu=w}x87%=@lce3YC>14XEJ@XK>i`4@Kg8-7acHL`38(X7gt8 zy8Q&YhA^_JEDFB9oepnnYx+Plcq)d3kK5~tYWzvZT-fs@h9nHU&&1tvywXrwCP$e_ zDgfbf4NiQa9h`l|WNN_9<$K z(pa6(_535d{%q&ERaXZ!d3k#5bNIQslSU)2roz$hl5Uvj@8Q>qy=1D?)qnuT%)zwQ z&}I8bU`_-Y9i3{7HvV}NH8`-boBxDOO3lT`1(+0|PFn?F@_zRBK2udCc*VY3?n7nN;z)wapq{5yVAe zIy0dEi-C=uxX+n?V7~?zG4?^7mwhC5H4%{SCGm^>o*)@wHHN=B>8WgE>aHej{T+GW zvmckT!j=FKH{YH6L#9VIR0|I1bkyY5Ib^PRB&2)U756G;pPjEEhh>4*CXSa_H-ArR z3+mouR>?J$xRo!#wZg4wMfa&3ONUy)MeszJLoByW53=`dUS(X_dtWlgOn3CJcz_TB z97T^TR5gFlo^y3CZP0w!nFUI0l`ylF=bk4qhF7Ml5$YAX-ar#?Hcmd06#|fQ=^AOv zrc8;c-i+95)m(Zd0~nxR{+WvlKU*<;%$!0%AUlK8?&@~gXujS;ZmCj7EDRaf{;8w2 z^0(7wGf0PC z60A3mizW6AO+?hxxGD&!fC9?kMA7`#!m2kL0Lr$;f!+a`xNr$GOti1*#!g?pYqYpg z4k%xKjQ19+VGbX)`Cz1?DbMcCfTWWl!g=X>0kM5t^znDMX|sW(f&Ti>+&9wA2HzF0 z;$LY9uIIGF%yoD;(I{jLZuN!GYgT?T=x`qz8VZw)Cj1J5NK;T!9=fKE2x9W*e3Xjq zKWxxcN5)OLa63T%>v9ly98d!1l@&uAFQq`A9On$HI$;Q%DGa#OIi0zvoyi;-Sf9?$ z2;$W7F=2kGxRVMB4uXYlw>x#ybD8*E1g*K=8oiKyMo3%J=K-HhIkxvGJx{Ief*)Rr zH_Ne-3_4?MmS2xY znNo6fruh~(+Kx{=$pZj?xV*VBAN+yoVIKfY33vi8Ihi{zR)}^ViJzh|;zMm#}Y`4s_cp z!S{xqu}4D{tKaW8_+xd`?=@3QMvWIzR8HEPBfk*&$sDUzotH&J(?GvHZ79Jp(_)p29FsTV&t$RafXFnsbbQZ8C1^Ckpv6+!IzK@lrK|=z7-WS89eUTiXOaMDf8ymH zRWRT}UFX1|&BiVyit64S{!3LWtC;{!h?t5RV$gB<#r@lsh-$3p5z?>3`HfACC4KL=!pOp@Ljo(I|^GeTU^l? zv>3)rBprA}Io5HpgpZcvC{a`<8GlR~GOfF~kLY=@ebN&5mbx;VAhW^RfHR`qL~t~` za=WrneB$x#JTvp(cw>h?kE=9zDgcrkl;c8^64vmOaC9%>{bUXGS~lWm(R|%z91v<; zT|R2GUMn_U300#j#fbY8=*oN>A?~XgykGuA(FqYm% z-^GWo5>0*p$@63>2u?(avH$g7zE8Sf=)*_t&eOfLmG^eRQW(hC*+02gUIrwX-HyG@ z*?d<7Vh%L>?#^@|8}Z--{HQq8vLRmL-kde+f5ChwPRG&KR%=4}DQe4_L8eI+gqB}T zM!MDT>VC4Za?u^$C5Q|Rjgn;XjOMhqOw5eq}kwHPlxwYofn+u*!Yh}%Gc{P;D`8Qsoz8$ zsf0szTc=ym5((ixCbP>WR~u!^%f4)>7#-`-ku%bTmhF;j7At$t6%v!7&8vv)Dx z(5%NzZ$*bh%tVc>Z)B_H6dz!%hb53w*J(2YARC7cG8j6lhc=tK~3z@$4Cg~DHwZw~}(Uz$`EfCQ#5-PQ}} zc7uivGfk6r9Edi;_gCv=D_%KLKzlB1Z%3l-LAJOaLuVhy;yuKAHZO*IA!t*t@j;U#Px>-NuCXDVBni$9DrM|=1B$g5VPhC8!%GTqt@u0|7q- zutO89-EI;1ACN#BBHhvN=2q+QggW%IKGhju<`Y;Io8MzsJbcljyH zxMl0lW2)8U5J}x6^EZ2P|QD$H8%PnF<9cP15Pm&%QYFtz!hfnlsb=#q7yr?(=Tm8UbQ{ zKu*j-P5t((6qMUBjiFTz5&xN!(_%|KJ>6oNSxPYX*ZDNOG168le2(PIYx)*{>3Z)c z*S{)4%`eN^G^LIQz|MbF@%CX+-jRnuh*n5%3I--@jfW(aU?gQiFD<}S5GfsrgK-hi z8g(y0>8Un&8y^v(LmZgFi7TN1QX+Q?|80u_D3Bj5VSy1MS6h-y7Dv;=^x`yTOGB1x zwwH>V{eAoZnsGkl=%Wpr<;dXo@X?|~b#=>vhpK3IsB9%nbjI&p_6U1D?fx7if{Bq&q zeMQS6=_!fhhM7a~@7#9=ky=5RvbXxemc4A_2!1*Hx4fwGCmSX+eIX$CjS-s@?KbqC z!q_~pmGXbaPA7){5@#&4|DedR^YVSkf!ftap(-FY^}#GaY!>TyHXyJ}oY{4x|D6%1 zX-Sihv->4*pWWzzCBh=&`?o(FfVkTQ;J%63$ks`2z_GtbbebOzlD1h;&7&!aRV?fr zZH+_l5)X;j(;cDh+t4lez%ko?+a^<1B32!F?&B;Z5NiARt>DRmyZTjyICYOKy6<{_ zgNQjE4)Rd51BM6eouf<9Pc1*+?5?ZMjn4eFEVr$|_g$}jF%I!epA_!DLWy|h0g673 zgz<$!vFt%~y&lNUw_T`JT ziaNU`-QN!x{A6#Q)fP64m@(%ZQ&86g#t}P%^K%o)0MO^fwu#&yg29QgUB?$ddUuYH zsL|hcWl5OS4h~K1sY!8nBB7u>=9P+Fd#m#}ov;`_*L2rkkv@OrvYtcS2v9OKUHV%? zP454yGo7$nL&i~tkT5s-RI$0Q{7mj|bBj{kCAaSrlNR;K|MwGY^Z?! zqN>xDc|Z@ud&r?RU$f!ShCW1Qx>oJ-v4$&4`n+R?i=e}dsfYL(9+2WFx+oktW1q{C z7~UJe0w;kSX-@u?FCNe_55K#zp{B!l@_Aw(;>sj>;Ji-1Qg|YwOTYmSq}N3_r}i#f zn}UG~dprFNm3?sGeUfgoW5-B)jhD3VTOnzWGVDNiNAUcULIlcFiW^ZShYehn?!e9A z6@S!xsmU65nW_ZZXU8*EKy-cOzCzgi_LTCNe|zqoa_$ij8!{Z^pZqinfXL;B>W0fX z$<^azSO%akXeBin^Tg29XKK9l7^Hq#Bib|ma@M{%Ny+|Tx{Cj?N+4;Oq1%0PN^Y9h z3dj-{?l;4xOJ7Y2vDGR$c^O9D1KG5};Jz(((zNqIo zI9kz?ozE-fyV|7rJb#h2Cm6eU95}>VKds(x&2h`t*w?%S&gS2}Oif24DbPY>CihME zMS-ea$=wmW%-Hpsn>&{DqQ;F85I7~kwa+((27&68l4i)B|Lh`AHtU7ujP9%YBmFhi zRHFST@4_BiNT=V-?SbvNfrz)$>qE=ZZW*@ref5)MYQxTU_C$FivT60J7W3fv`F!*N z@yE`EH6$6;IhIDoLdIzmwJYLp+&5Lj;18ELs zpPKzYiP@s(7X-Yb^bs*j0@cW9;VpO;RdRK20w)xaw11b%zddxs_EgvFYHcrIr#6wl zoY?uEJhz$!`Dk$#D}aPWztsb#&6_fFg`I=LAy*P9fK1+!Rd0LfSF?QC9oI2S6=a~Q ziyki}D3uoOLq8+Q=Ox#eYLs@BFGZw49%|p0hk(cSwY}V_p)ce6V>|z~96Xr6&@yqi z^)^?zD?8LHtPr>51RzXr{O;n&UP%IcZ6=Mz?31#YaQ73yvi=QGu%pf7frO#7Z21MB z*QnnAxcIHjRBMY1`DA=9G?s+^V{m5dt@^2A5jmr~4B-jq?xcG;wq)>}{T7mO<7$5z zr8@TVcUb1`FNBUGWY?ugTJ>g(dC6lMpjiq@(fqN z^xy2=%f^|GT!1($At=3aKZY~EsTXNc0R-5-t&@7D8|XnvI*>>t>L@rjgDnRth&)Rl z`8-J6ZWm)}v;oQvM2C?2lo$qb2qKU`!LR(pyoiLH%HFsNlt<6|KJD)8*vfX4$6RZE zB)_jrxhMd)zto@=c5>{ma->6KS_6+w6}TV|HJn{n|1}Cz6)b=nh@Z zIq*8F&rHYCsXO&f*ZCv`>2YP-B|R*R)&zkj7ObPiz5&=j+My>~%VW+{(~RaUd-UK# zq0XEa64ZBM{WeQ(h6#FXV8mWM%WaFW*lqOyw=MJepJDAc(UzS8B@%H^@(4LuRD1m-QQJ$R@CvWi!$+3fUVBdSxU_zCrVWx}KvD&mFd;Xqu zBi$F#ThqmJoex0ux?mpohn7<*u5z`1Q&l1XNKZ3I&t`Rrt`ReJj-~F4BUxcfObPTP z#q*C>{lnr^=Ue}i$0;j9+vaYmpU`ZbtCV5Q-%XOs;0r2@!rIUg%Rb*9Oh`6;6^I|* zXa|{31UHKNSJk7}={4_2IOYq=zs*$Ww6)1U$Vd#e)2lO|hC|PAaX-?~sm)=IYzdo& z3>@IBgr!jHy;>ou-j)OE53JqC&SQQgpz@dzMNc*G8WQBPdGdJ9noDAzaJWa=a{u(# zcwE;S)@o9n%F_+`ar0BW3aclje_rId2sw7BT+R6a!}lsZ$m_^P9kudD!`@lqmg90` z-S;6BW@5gAB8mCVnySr&flD#G;a9|J_vudx4`i^Ah)~@Bgi}YY-}k2$sEwstzD4F1 zl3^1n#f9T;itX2D^Q8L500OV$o#S8L$2r~t&QixLQ}qEAb+j^Hq11`kCx5DmxS``@ z!xm^cR%mIEbw3tqWE+^A5;jI(e#>`SgfN`5%`BJEMk}or{GO*Ii+`0-y|F-(@ptpU z&oN)07)F#$1r97#noJtbuCJNrq#qY-|K90o_mBn$_i5~Z&wlK&GN|G2NKoSPmkpHb z^;;zFUVR}EI(g~4d%KJtX=t6;c|s%2{Nl8?drJnpHmmamQHd8*I8=&-8Fg<8mXDcf z6@=zXj^WRQOvpT-@uh^#Srq}kdQOc?ebK}zjG;C~6ZqD{Ew8`t4oUUiK!|Q#x z#|Dy*|EW9geqhq4tGVCy%neBgdWa!hsC%G4P=0LqbLvUTs7>@2#gwloaeTj<7)}E^ z0?1uV)$o@aqCbXuy8Ic zi=cNSb&D!jZ6662A@c_uSUixf)j zMLW-l+kFy6$-iiIxRz(#Gw?pXj%Q~jPA+%!l*p~H+^;{wVeFAgM(=Q@`I&#yJbYCh z-&_Fngpw|fXpELP1n=C>{Pe)q#Dz2oFI=)7$+1FBDk}eHPK4;}pgZREUeGy}jwWMhsBq>t(9zvfzG|8E zr@1(fik>H71sU0}gdk1?(7_|QJl?$DBGujS85BT88DU(M3tbpX=eVIG;tPN|Y==K0 zqJ95rB&yzE&}zL7=#8&2FVER8hw3HRKx&#T5J#~j$xhzCg$bY|DYo1s7vMvqW(~+m z*sB85t4v~F3y|J8Z9J_uhkd`VW2>4qg`8stfXQ#)!`h)y%^jbWFP@h;IvW_Wywq2b zK@6J>H)LBL*0tRnHF9p~f-g9*-idpfR~v*_Oh7U{WeHE@^kiPPK6pe~{sGiHlGn4q zSyS;U_4#sn+J8^rI%l&g=;(<2pGNABu1d>(4@ow*t>o0Evf1^oF3N>TZ)HiKjjGwg z?IVqgi&hUW=7g}=_+pJ=(25kQB!iFv`x(igUuWXg90T`LUKeowlg zOQ#K_!?_SeMXE$&$~~3n+LK8_zaP4)`4cYtPH*>Ht$;r^oq~Qh915PW_HO{9_yepa z*Xc3K=Y4V_J++Ic!@)ZZ>J3_wya4S-*dVpTAW{!c($Q+4F6Bxc%V}CrC>LLaw{MrvE?K}#cxUpa=I&E@pRX7~;M%;HIbA8yYLHik;^ zuW!$49-3ELI(4@f!xeoD0p##b@g0*;!&)=5AY%@fW@le(_O9?d6kg`7s{fqUm!Gjj zJPCopD1NL=t^uL9z*PK3TRRJ>9ohdLwF-d-HvdyqS8d9|n!0Y1b-YzaX$Y;|bj`N< z4*hB~j1ca5PhsJ!T!ebe#mIBb5;;8U%Z-OM4zHwUj;P~LT9nj%)q-iH69dq>jv=}a zdP!r3Xs)au>DV($w5r(hLG>grTco@gO{5}o!QH~2%AVRB<7MMugOE$`mCwO7Vt*pA zM7o`?Q^g9V`TN+f_tHnpALH;f^AKb4GNxE9vIA#--S%8{j@{{-K2T2n!Q|5|rxpi| zxcIFYHg?3~6{N0rdZ^+-ox|R?j%)(5ok}xvessI~A#wFwzxRHpY6di!2dusFjq|=- zxC&}tzsqsYag9Cm-%NZx8)39C%J&%B@NL=WGcw0s?db9iU#^GBk|47!qB1T9%<=CXxbW;q5v zZdx5^_yvI}3~N#o#gFp)EX%XTWMF0@ETtgBaA!-;=Vjyk%cx=B?g#Mdc+j=dXLAc@GWiW&$9ttO*9?*-?G>b>$LJxn%QvqOkNX7B#n*9n>ZLE0uk z6VSvMpceVB-BVV{HCyWMx&Uee*#Is1d>KdV?Oy;4c>z-ZOI3O+tuB;Z-nTp19vgil zBjM{E9^i{Dk#1n%q*9YH;N@1U`y6-dh_p)~6S8pX@CO*Zu4T4l&&zYM-sOMFR^pl2 z{yX6MTuHPXpXv%=;%k~^nBygp zXhP+7*9|joUQeu3qA5VS{@eX<-yClQtO9nHvIS-d1>{IX;(hhLvEJF;<#E}81C~yE zf!q6zN(6emsd|9Jiws*>P@kKd8=aiQ5rJSnLGf!FLaGgV$53B+1!E=iqc7cWrW-cL z8yMr`ta1Jv<40E> zgHgMhpbCU%Kj(jglUG)ne5_0)@z8a*`}hX4?nb1>nG+2qc#(h#mNhsr+U>V9t` zAMcqkVn*D+@vse8{I)Gk^ zZ?{|`M$Ft92iS`m~cPXlas zE4aIVBOoB?yq@Oke7>4ES#3EFiY?ZxxV*ic!lqMaSR`2u9igO`LHo>UC;IYuh3dO< z2nEIfH|tzaBSNu><+vqV>etWGlKsErEB3;9I|q4fGDZYX10qEawxSJi`m6mCk?p=I!a3w`l8iT-72iCs$~{QlG`` zBFe!dU=c%-NPFsb_lY&DgE{ShhnK2uvWiNt`;6oDOIp&dwF@eecH0gQb~ar+Y1>3<&MaG89R>F zqh>@=WX@BursOB#zdm`|6%t}QALREXL1}ii1A2NuYwGH_&uI2PiJtJ!{5Hr<0>-C* znwYd}162woF|n~jfR%h|*(AD23Pf~rLBnaE#e$)#Byy{SX=jE*90!V3h)uUFR}s7A z$R|~hDk+1@HXsW<6uyv!wubSWAHs`xE+8`p78MoMnvY>g#*!)|Giapoc{rM6>w1ds zO~!|x-JQ@c3&H@f@~3Wjcj1HWP&zKq^DzABdze41^QVKOO18pC=9cnw%NiwJ(`Q7b0?|zAgRQOJu|(Sc-NHY<1xCMSTbztUMMXae z`TLsS?zXkK()&KrGiiUGq3AJ^iW$}MC{;*QYk|#@5gdpZ#Qs>x!#dLqY-a#dwAr#A zSm1AP+XR}{?*<13LZXSdOzX6P|EmCu0xZ}zNq{_k7Mde-zJi?|ZMk*0ru{t+mk#wBq{lfwOtfZ@Uas*YpaUuR)E>H_=OVhXx}PtNLOR_7 z^6c>_`rZVPm;#N#^&^n6q>NwQm?__bGw=j7`l1Gd))aH zczbnjNWawS`N?Z<_G!__yHe0phM&5XgYNj*iU`y2?TCYdqvxcGQI9#T(S2fBzwZ)& z>f%(%Mw6`xOT0HK_IU0}2H0Vrnz%o5X1;#S5h#D$hk`cWBEaAO)?lUgj&lP6IAPW+O{*|TTS$HDHj?_ra&^V*GYrJ4H6N)P{Z3=K-J zE?jYT58mL_6H5rOXJ2_5WBcK&oLhmi;yWjD^2%QDKV(} z`#mB1>F#ht&&}{Bj9lLnq;~=^Xhq67oxW>YlYaf%TL}*Gt*-%shQ=FTvu&)s20VP; zUORSb&tsZhVTvB;Xzfth*hrY!=87^@Dy!|u=zpWVW>BiJ942Xi=PJVDzU;j-Z zMXGAMq|bJDt~i>z9bk>Rl%#u~?-YnPYXQmpA^^rO!qhJHz5R52s|e$(imKEtq(IIjX9$5#EZeT#l? z`R?+)f7{33X}sk)e%uG+G6-YUYm8_-_cY*>=NTQ9-1(FvQ>DdWv>k5#kPY9p-n{>v ztb9xNov&slx2lLHcY-S08Z)EA)mx@bDlh-L;ZRRj)f^#gcVYT$MgG6*ZIYO9d*MTFt~yURdP+DH?I*q^5?1i#%R@fBi=@oQ$JNSo{`=w*k&>x;gCUo3vLuuL ztFEc8wnek5lr%cjx7KZ+rMOdYU#H5~?{7lY2(!8s8O(3|LizO%XV+dev{7Zs$!$}7 zeul9V*RtW$WfBvvrK*sTlRtH4^PQNw;k+X;z>$11{*QCYUv5j2n{4`~XB00e+UvDF zyLpS8It zWz=~-N`~NIa;nBtSE7^-rDoij*Q7eMGQCI)x%(Gr9|rWaa(pbBK8HqxLe7zUhr3>C z@3;STvDbs#oxMe4w)F^)cHTl&G%4DB);NG@1Ge!(aAa zPL^*S^4LD&A+fq=QI&VFQQlDFXTj8wde!EuDSwjQv6R{DqooM0F6PBCqVxUv2ne)( zYjb^V(1*4&-{LUhfQYCl12gmI1Zf|t4Ca>bk@}(D8{fn}F&uXA(f%@8AzYOF^Z9*? zH?0nqdfhG4m7fd_Uv5$v{jvAey!_btdxu+v2Uhr`a$^Z4LwbpJA@BHfaW16w3r@7qn=3B z?ISy$Bj%v$7M&uSZV|7~=`|Cn?!RM8=y8~|F?fsslqR$1=*g2OF=R)|IrJn|a4<*J za2<)(i@P0*wrf8--%ii2#ajnkZ{6Fbi2LQp-t(e4P*{-Cj<(TppsZv01E0y^MX|36 zSq#qEWJAuHX*EvS`b9EEMn?TR(%K6L_?R-)ZjFDf^7bU@yI##x`-AuI)=wsWi1|^| zCJbTwFXb7v&xq=NHMrBFcfCJJe*RGK`!=}3tBBbX_M%&B<81w|vl2bRVGXhkp(hTC zIXoaDVvZ$WWH>pCSxeI0lzTf^cFwMsUEh(e_C1;7bn%9r?g?YA!P!yO0VQ`-`!zYT zVaMFz_^8QuB4hcSyH&)Yn5JpenyAoh{BW;%RbI7LW>!VY)do4*wuUUN^w~qqr&DkK z?+xM67TnG=xj3sHph<_hnp5pXI>->Ek*3bdl?0z6oZ*qlM_+ z`IkKr3=XRF%1`+aYpLw*NJj=P*}jx%lYe3E=}LqX;3vr)_!Y&noE6&4qtHECkb)WR65 zoXa}AXFOTy*0{z>coWU6qr|gYqy%0WTybd?`6v+MYW1en%2{`_>nS>Q`j;Y)=Lg`x6Uk5Ma<_Tyr%$1=v9YtR zua+bu-PdpRXjMvveLB`mXGfenSRb!`!EhTquTfe3T@ zjee6|De5DtYRec2ZmW$Z{pM%w#|%j6X@MFIr9#@E8S; zXky8>h*5f*bS+AyjW(+#zp*Fnd>LzQaMLHA8?7-*=$#6e4FC5n!!4V=kR2vtuX>%U zm_yOY+1ch-)4}E0ftJ=}1&ecZ$*q@7OgQC}>5;Ycxa!}$xi*m;4A6o(PIdXOXL4n; z{U(3hUOKersCtSCxq8)!g{j=}ZdToJGr5me_T}{xsG<>=6!>fKGbT$r|9iHr6k&AX zUOYx05{^=?xupLuZWva0c=ghrwd@t?clpEj{l||rm=f{o0pkk`d(ASm-)iRT>wW$D z_44;VvA|dIp=2?_Rl#9s-%D~RQ~4n;T6(j0VQR%-Y2_Qwtiif%f#bN}eknDvG~u0E zvNgt6mcY>=XIPCVe^zoo<+BX_&vbq%K**n*@STo9UTqkog zX#+(0WU@*tvc+ooMg_ukFcOU5zv3Oqck=3y3z|G^O{+YS!EE8?qL!k0v^<_Bf77FL zaVP&iPj86v0hyUtP)vNWy3WJi*&Hi2F=US>)sOPnn_N>2I+w8509^97eO4)Y}lI3sh z)qU|m-QJgpY$)nP^!xa;yLZnmw!F95S=b&Qa4Fg9V4J-V)59xC8yy{8M?aFH1i$dN zen8qsJW``9iStuqlj>6EGt=60S$U5~-;^EH8Q*j0QM+8$=k@Db4s+*iuNK({%s6!1 zy}t`d?BjdYE>BrR$)q+Z56Vl}s9(BwV2L4H%W1Dzo_qYJ(f2#dsD_2_aT0Obr;gun z`iT|1`1S{rcSPLD?fKnhjn|YP|73}qP4_~kv=;?&eU1O|KMbXMI9Ez{RY&y+21B&E z%~^en9~oeJ}V9g#LpGge9x@BXXkzkl)guOr?V1oEUi}RVGeE9 zixo;%-_wo%xUJ;s@M-dE#eHp!lcPC>XFi3Wql&$-voXT!L-$Hs;IgUOv&1!rz?e+V z-l<+@4b#izd5pxAJ4LdP)XJuV*5{7xE_v6;tg&vcKRv_p^3<{U`Ql)K$i0N>B4T!A zPX*zLwPhK9GS2+_Z}rZ8y7G84CjGRVrPAf=%@@x4om@|)n>gf;WR0r!+f6(HKmEmc zYtJoG?U5#K^Q(!jMeo*3K1(orhLD<5d`o$7pjgha<_6bKz5`@K^NggUyI)3A<-YOJ zbUT&Ebm#t&eu05a&&P`I`a&c1qgeUQM(oC7 zU$&n8`EI%V<6llurO1dgV$hmMZQrlmcZI6?rF=L?=`5KFT2K7W6I)(euN`nJT)qVQ zusuLqA^H10X+><90XFPWcg{|&Eb?oUU2WVqUOx2*Uo7k4v_N$-7BlJHxgdc5@I@%W!py@$= zB-!9ojii-)pVC%%WS1r9xgF;F)OW)gVZFl~9F?JRbUKcVU#rF^S=xUrccWV*uuGC0 zmc^&!e;u)pTbJES{PwTSz2_}S+C7pC)Q+QChxCkYpxeip=tcbqjEu6{`|1Kuzqi4x@E?k?Ho_F2Gzr(pKI?-F&fuViMX;( z8Ls-MWt05&6CxY!u20KKcFJiBXxsBvyEbJXnRE!Tmg-wxhHoy;GfZ+Y#WWm#&NiIz zJR<#E&*K&gVD_vUE}~{cGZCsFNxAyi5Wh*kCs7^P7!sYQKJM zid*qPYI0-@|2GX%oC291pvpa=7R$$!Ffx)*GSAK3(kE;MUc@VoB)lXm`BG)nIw_|t zCh}~+;2+udTfdY1qG$G57!$wZGayKwX?duE|n`SyTK_zns4PNw! zgrc)j+9iCQ3XM1YuT6V{Y#tT)4gDF_YpZih2RI&?nDCE?VD>t?FaA$Qc5=rbITCtS z+OXXotE9d9$8uJ!Uf5+T=NVlm)p0R7$;GI;p!a7$?PTr0U$mD(IW&3Z4^sJFNzst_ zarF(m*S;J~#G5plXxl#Pdi@WxzKM`-_I{P>h`hb)Yi()P?GkLUqXz0TRVNg-6^g&#fqYG07Pqo6`oRk>fgDU0s0(1s@|K-w}=>T}3Nj zq@=s(_}92QliyQ}jg9xs?4sI{M6U5V=!nl)V?s?v$Bl6D=d5?v2ge5Gf=>Efn)kbR zsQ-o9$~VXpg7pv1-T4s7`cK5cti+8%IQD|wWB!T_2H+1cWmOn@IoX|e>YVvcW2B6w zYrkSZSD1CYyP9oKrp6NvdU!WUmR5j9)JoCJ=jX@K5u1$nVfHvqad#!^2CzPRe?a1l>|cd3e(OuQ+>dZR{+SsM4Q4 z+~y+oPkV;8vUFr|)vR9o!9-D_|CQAT(QwZ`TC@)zE}JVQXua*~G37sIdCakNV|}*b z$7@AKm%kIb$>2dVt?x6rhosMMO=~UUGWu&(Ex6jBzo( zdpE~sM4sn*daa&SSshki-CJb$RwIQ9Px|TW*LPkAI4E~5w(SaWUthLap1NT#dSoXB z&1gNFCx?K*^V>C#)ibpC9@DaY^`}41eY4nJ{lHRu5S!nCr_aB*;GC12+U1$+dp*8- zpr14Hz4?x3)raXPcr@~)Xs%XA)6LnE(Ed1^rpY~T^S5Couc=8HqdG}2LK81q@9LNd zF%Ds4uC6^b7<=OXGpTn%`{uZFax9S!G!j{GWyiK08X-BAU+{ss0C- zB{L31qmFks^A9QN>$61g8~%cdRo0fJQq68WF7u7#oTU(%DJC_?je;({G z^c=&sn=busSCyr^;7GF-y_57@KEt2)(W>Uu^#*r>s~+5Hm^|^9yTgYe{>0PbNEy=q zKp^3>1RZDeF_fCTRFDxm!_D=solZl|z_J$zfw{qkeQuHeK75~>& zV8!OSwZ?Ty`<-lx1_%pNoc8&Jg(M^dV7_i!S+#t6b~sAR@w7$v$3)nboO@Tb-Nf4r zZxWFEk1;S-z+p;9lZOdA!okJ0GbBDfC@d_@!Z1tgioLxM1TV~_1;hF@z0*tl&qjSi z$ej-%`W_<9)w4?-AoJC z>m1!2OD>QT#hmOp;&VU}n8qKa%vSH5!WKNn)&_lPpBDS$t5&X(g~%|l(N=8kkUgE? zvUgWm(g4ZP6I{Ct6%5O*mL-6HEWxR#a70TLfFx zLOBR8e);nI6s4lRDj$k2WRC9Pa-kfywzgEg3X!3q)yP@d?hjX@Nmls{MGLd_!l>eY zegn4_cMe6OJ92e(RXkaEadEcg1Q%DmF!T6wiv{C#UZ?IPUmQZc94 zEG=Rlr}#yY{q(6IHrcCW4#)mhQk=6C-$4CD$IoqtLL3RKh#Y zc5cJ53Eltx2xouiLh}+Bc*3o_fg8!!*F7Jl%xUs9_DO20X}sMGrUWCs6$^S56VvF& z=J7fFl=i|4u?jEi^~;}P)=f-IKETP87|fOhIi4Tz+?K#8D7)k8@#@cX&uPQ*rhJPY zG*4t^@)kQxf5CSj6tO;9vAyM5-odBHKzL6)N&ceSLIYR+wyCi(rpQ_u3CAcZD&9sA zTXA=9d6@c+cJ%&>7i6AaN!d-lr|0lzRf{E@|1-Jjs9;9^a}=c7{{QHG6}b8Mo@G~T zMHd!|@MvZJZ_4x9_$#nGyxQ;dhgJqWO(88|2=k-ejMk2hsThZhdB;`Dvg=laxnJ_5 zdC>jw2^v#vu^Ti;L~F5@XG$s94~dqoRMl6XjB@A>9=zXUlA{xO-imc-Xh=jvWVCA= zd-Q%(%@}QGnPg-(1$S>@Ad*l_i@kUq5Y@cSu1&;jEw_Vzm_|4GpKT@XN$Y zexYGuH8|6l&&w7cAFmuM@*MNBzd;$=;$xMuCCMGyWtRlqSuO7{|k`+0HyuHQ)A9N;Cp$V^J0VI{Gq9 zF29fco0YTFX%54XKZE?skw!?z``S%SEt}E41H0X@hrhIP{FSE)Xu?TI-h@Aw@uezV>33~QQ}_9i zs>;a9`jvvst+LQ&WNvP5@Q13DTy{rTOw1K6t^F1~`D0LYm1BhYR7n(7R5&qh97Ywl zo00Rq!?Z4fMiHiV3z~j4UY_b|iaFo%l9BpiqT1*hFRC@_;W-F@iBRwh_`(=M7NJK^ zEV+CNW>ba6l9QWz93Kdf68a_l)Q{r-%=_IIub#eHTgwpL zU%ze~-|_j519%TM3fbl)y|6EuOBr?OY+^33V_}R@eVwV=m2`U8?kxm&mNpt&k{lVR zuOzI?tg`F!jij;|yyK^maw$=bZj4E;_?oCrRmc2{-G4x@nDbWg3>w|()29)B8eR@4 zrD!B-WmxQHvXa~#%qA6&Ir2lZvz`hhT_ukE+Z&6tBlW@Ka37h574iLLu8W|S2}wKO zvhNGxehUu%Q+!-VK~%#%p%2zWGVgAde9E~~zluo>b1N(3&(8P1@0+mfr#!;K^6k$O z)K!fF%bTcVprocA{ho5Au&78q+dyJ!dKz{CAye|h%@Hs^^NWjwvW*kj-^z6-PuF?K z_W&lizt()KfymwSQvhWFDY8!(rUojugIX4rTZTs)!ZN&AO8kfW%ac^_fhcy ziUi|QR#*<}*xf4c$vBXqf=cT}cMI7~`j!8t{QW7lvUKHeG=Rnm3kyTS!|M>`JM+vB z+`oT6|L`*?W~u zFLGpfxEh`W?>L`CBU48}*s_<>tE@}{p1$_hnKL+&u+nC~{fiId<$=WV4B$sV5%L{AcDdZf?pl155?@uq&%)Ma*gLsJgoP<!J$}r9W1zt1ZfxEiE#WGRRS^jK z?@Zs}Y{Overf6IchS}(u1djV+uUcR7 zZO^W!ElRwye;|`~)Z|8|b<+3&S`T<-lusZAivAK~g1-tYWZvDt4pu#c$^ z%2->U!K%5#l`x8g!1M6${QUd|&SOm2B2>$a^f?XyWu#xvc#M;fUH&h9`s6A=cdVp) zG#;4lzyUu*$ReH#X+$*)-ENpP=Mn|7rctznWu6nFWl< zU<=gDXGp}v#E`p5W7Y~0Yz_*VP{S;0>gy>G&#G%`h>{a#g!K%qtR%Pzun5;moosL) z0xnZHDkRkAFpUcd#^;7=u!E7Pfe>{6XHQI6K*aO*_I6vJF6iv(8JU^+3aB52kW2{I zG&D4Be_IvMwg``+lxNl+pYieE(;YM=t~>|U;!q8Sc>nQU>u}Di#(R&1vu-uNt7%(z z5i$R_)$lH|Y{TX+t$Z8XF^#+fA4W%wUnr$y877?3$@(ciJyvkuy|qBt(TNI_s8^D4b-C@9Z}&M=4Zf{KbXCutc<kYuoisQU* z>ct~DN#qNWnKySHK0le`xn?f^amKIp!C2h&S-NS)t3+GUP4Ps!jrC8_1AAvI&kwAZ zog6T)0B{kvUijuok?FcCcw2Nk*;eY+NZFVBIXXJICVTPp71@KB(zUhDQZQ>L=xuV_ zja8L_{vxZ-s4?@x!N`YOzm`~O+D`q9b<`>g=+88D3!CR=YU!YjQnT0OxvqX7@$-G5 zLz1h5KJ_j^+vz7IGiu|e1R{m#gW{SvUe_p*cO0(mH{U*k!4c>N-PSp9mI3UeGFIXr zCvhrU`0`(6$w`fvi}lvLoJP@8k&R)iz~61YiY2LYjoyZx zZRTN=tSwKlov193$H*2yQZh0!wRFvs&Ol^Zcjus_gWQ?ZuouGf(pa&C8g{idHNkmr=#ciDQK%7@1=F5 zPGR`>*V|K7REsBE2oCJ+924%9WoKMq#ih4<7T1JbEBY@=`UY?Bw*;p{$N*) zOZ$oLjQ{mBH>X=YJyxQckZU@WUBNoT%)?|q<7P@yG`YOHSU2k>AaN8vjKE^hy>M>| zLNoo5BNkWo_UGJDxcF87@ZrN()YRyJuIjqFqIT`s4@Z9j_2;tm_`=B5Be7*6vLiMn zHny2fd4EMDorZSil&>+S+nKJlj5w@EGl<50U7n4}eRGwQF_Z%(G3|qZe3D@NV0kgt)E73&$>@N!e*}Z)Xvg?>EQt zgzLvuH>PA(GryXyib%3G>VUx}eu&P8wBPmc%hN51s~O4jX@x$oR+^4-O30JZLTnUc z_v+=!Jt%pIMDSO9{bYOm<+1If0uliOy4&(-xrD14I{7?2T+Ya7`1pmN%|ZX_`M9`J z)xO%5#Q0D?;)=OfU99RO<-_LrwXUFr`OEnrF3GwG6h~Y;k)Wi0;HuNZ*C{Ci&I`tw zSpD4!#At#cM102~>+ICw(SFzTl27j*7#{DIynC(eDD^^mTwsx_o8@>j#t7N;qeqX_ zJ{UJph_;|?leqZ?@T}~QBp?(({xhV2y?uR?ojJ!rXRghZpf>P#+uJ*bncw5XaM6xm zYAP4dC2{QzzGne>){iW`0`Z-DA8`ewdH4G9%hx>0me&67^rdwz;|G0Dc&AI1$!LdY zmY0`_Z0zjaFT@=|(ZUu_<&%dHyE1ihc3=h$A}R$9%Pky7;vtazB1gRPk{83ynV6}` zL3^TB*$CtoYE1pXmx+%H#54ndt_6*mDFm}N6X`r(4^oH=2$S&^re9-mEVqU+r^rjc zhro88+nWW`B3c>k`I%GY?(3bv<6NroAH(kql)FRwM)uER;4*mvQ0~%WYEq1Oioi#H zu%FaGDn;rX_m_Y_2e&pBRrRu_z>78ELKg67AhvJh7}fcB?v_c!!DUtEj6B0C??&@N z|54lU&Z#`zFaKm2f3xDEC`Q)m`H{I6se!lPEI%8$xittM~8s5Ki*ue0j&sZfoqkhd>^8~)E4#c z`Bnp8k-VLWX(r-7Ug<-)UE&&}CX?K0@$r^d^|#L8@}d{x8$je~?Q7?G@8xxiGcp7p z5&MK<|3|nv>EGW;Ww_ydg=G|^3~xz&_}TA&cAZOCw6URYw}p+E;qh7 zS%X?P*3}Xws$iJ9pMG-G+NmG!S6QW7%V{^w9NyfN#popq!qP9h|Ep|GF4!8#IgXni zGPJ55M(Oy3U!xqRVn{qU zmV2!9%iW@mh&d#5{J||-304E;&c9x6^nlzY?x_MOtgWxlg)N)?%zRR3G=#Ika>4dd zWF#{{96_$&#wrLK|DeO`Y_@Nk zQ;`8u7Ld3yXBZ#<&#bdWpl|Ppd7xY!%!z)9!!soCj4UjH1qCZd>f6n%HaDW1P0}^r z$`n}kP4pHCf{s8g&yTn8BSV`Xq@0&Qwn8Y!#>U3yhK6IPc*n|hKi;dtOF$xpnC~|= z^?;b$2-uH=|17~igIBI=Zhi))Y7i+G(%hhu64&_NTSv2R#6N#ddaHypgn|V?H(+p{ zjB%hzLc}aKs&n~N5GPB@mC1MPxif;JmItp+O^r&eIfpb1YGp9_RFQa9-Fm-kPe7dv z@D8dffZY+#&+F!y$syu`F6P4N2AkZocin_R&ZjDbD{8noXbw``$oRMday1e_2w8b~ zhW+~;6r#X)>U_LM5AOd{e}6pEzB3lxLirE6plc=JBf+rSZLHcX&-68d<_h5;IB59G zOL&WGQ@Jh7l5Qd(&I&fCku{*>0`n>_hswebu&;!70v_@^apfiau_8_j4D~3$6LJML zPrG5Al0}b6fD337)3i=^#yGM5Hj;-$$q#pkYZ42a9K&c zlZ#7|#@p4=Fx3ZZFD}lQzrB`9gDfTqa#8-YRp~srq~uzQ;_n}+w5cj_m=2QkV=_%E z>yWgxG*K!CAV$x^q6`TDCj>+#!~)7adyb2X$Ko101|}w7T*-!Q!Z#Wlzvj!1Ehsqu z%H!YLX?-GrfuHzj*8UW=+2|@zvbX;@T?|zA7)5FAW?){GjEy;f7~V^dXE zmy#B6jIt#V-++u#)Nw``qU@}>A)r#yTxOqV{1Xz}3It3*x7Tmp5T8F?s++YxtU+`1 zh#5~f)Nh-XgWr6m!OFGXd$6e`Cr8Y7eH-r|JsGwji0Uth@oJt@3q%lsOEMWa;H$7k z{JDjBkJPF73=#&=l1L69J(wnLCh_c}3Szk+BP%QWJl{86lLw^eQ@~6ip^ulX=s3fk zAS7v&yREUG@&OnEl>rR#1qfyId=ofTv~Nw;3-c~}AS!^*4@8YJH+R}+Nyc!cIwUc> zDJd(Po3lPYOvmq@IN^(Ek0GF&-(G=iIEu14N%w!^Neq&tmT#1tDy6D-P7G93yoij{ zX{!s_+FG}|kKieHllr8f;I-d91y7T&+#pyYB-635=)WF= zrLc%O1cHTOx_<%vXa3KgrJ%e`PM5|D9RS_7a!e^8nn9a_FXsJji|&_)2%bZ~erdfP zyR4`<1gs+~Cx_pqlJ<^2^nW*p#t-Q0AWfASay@$}=@lt~%+?mhU?UHGd?vecxd@$f zwqpAe8sKnx(Ew9~vI)Sp@Xe&1TCkILQ z$k(?O3_lp8)QHJCOm`!jVMi{T0y-8` zV9(f3sG-K>6C&a&Vh#HLsM#c0w6(RNDMp>SU42~46X_~QMJP34&!6AEQk2zh*6{VK z$y8?!zLhAiRZ*cq8jafSTY0)sA~x)J2}Hjq^jsv8d-Q2?y8_`OL5~rh+AEgt0#pPj zJ!+^H*hjSsJ3Q1Pwf)*{ZGm9Q2nvb-#P`2*00-88y#Hf?qs~nY5D?Kyy~y@%Iix(4 zsY-*`M!!uWfG~lf!4N|^Y9^!;FvJA>&NXfM1pXH#z@QpMkUBx#x#rz?`wa8t%a;>i zQ^Yp`1(Tw8B4XsvpDVbf)!*MASFaMXmeHL%#KvH^0ZB}nqw7#4k5T|r%n(INvoDQh zf50v)D=XwiU+_10c{IeK!Ns!#IsbnxxDT{4b*iw2lY05Qc+z87H4Nblk{)7VXg?Bx zDDN#r8$xlKxB#}Y@*>fm1dXr~Q1gCop#XtDQ8bTcRN^m`Uh*~&F>0U@i;N$4{C)c- zYII-*ACT<9K#8xw#M^MCyLx_GC9~znB_&xM9UZ|XJ%-i8l@YC+-@d8I2eI53oE^K5 z3qFJWGcr!W1DL=kel+h0LPCK86QrZZIXNF=`)n}utcM{1-jG0q;G4m#vi;itGl^=O zT$AQQ*ggn}Tqs3R4C8zr7Iq048d0i5d?wx$;UMfMtMPV3P?uxqzQhEqe+LbL=#a{( zJkkiQ?W0A{OQa#4@{1y3Vs_Kr=O6JB>(I2tI2wEbHdx z)>-N-i1Mqum?KZnFE9A?USgN*Fp+;pI|)SVG{XwX`e3&DuC9a6!&h8_;0n)?tdnCzNOTCZXFxI_f|{?#;e|6GTAZF+*|D%9@ZWDu zLKB8ldlDQx4xbmuDskwU{3Un=WZyynIioO@nx38*5cZwr5u`iG)!rx{6t?Pbf=XV-4a%+SF_YMZ3(q4X{h{boRgs2xnxN=# zkN)EqFZN;MK4GDAXu%CT`4dSG{tT(tbaz=<85)Aw#l(8@UzL=sU)pX`3atfGd85$! z7%(*WvH6i;DMHo({;5WIAgbo+bqYNB&&RkOIdTL{2<^EdD>!g~8=PoGmaPzUIM?WIW#@cwuGrKKqW($A`zpOy1|!D>euo_#r*rN$fbZ;Q)hd@b@86QHt}!b@1BxCK*@|35x@d56#$+04)L|0vGXzI{@uC->|C`sZM~mL>t3^_^hUC*3-urt>O=d@P`3=Iv5;x?FQBW}AO49dO#yk+mv zqen?xU0t!?q-$b@7hWv?@<4pZKdP?=5P=wb*7Pe&5Ua!&VC3C<_nv^7hC^We@9%vq zdC`p@&<4DEXY^C_g)E3uGd*fB9tL&|JR-G#&p#!g~8zyaaEzt`K_OSyaZv2*9bAuNEQePWQE3jP}YQxGy50|Ns=q{E5VnB^@%^;)ch#SyZByeaICEc>=fsvKeY(e!-JL z3im~@L7Ncal>l!0!{f0V*M^ z5!6KOCobaC!5!oey!Bf%xM(1?1;L(Ro`|d(lAsrkKd~pkb=VW4+5;N%Sp@8!OGeOR z0Z&H&a5>o7cjW2DneKiv{v?uO!Jhz@$Y2I>0tLz(9#QIlw8{Q?gbD`~~U{SmEcuCR!xx5G9kkx`&W- zd!)S>59P?Y|ASL+?;HS)qD6mwF<>Nx5SBv0gy$z zbj2Au5WxY#@fqc)0ZJnoC~}xSge&e7Ks#u@(?1yEGmGL`kP(qtEhn%D*xumKkTe#t zr}wL+(4iYB+5-dv;)hBM_0k9t5y#-5r>E!dpIPROTJP~>Xe++={q>WqA`^r^)QGme zzg@GV;|pk-PS9(B6|i-6%y%GhnCVq~@ZdrG9X1hbFDSq2B@Pz2j-7^RD8FDkN{MtC ztVAiW^CW0!0Jr^6?_mn2C6+!_7ctBqz>Q>7cNoCwq(Nz6mgkVVJAXlAbMx5hc6W(u z#Lp^j>cL?Dm&H_6qJ>@R+?NIS{idK=zVz|o@MxNvwJjYF->N6s&GZ1O8+%~7-|HMG zMYvz8yxd=PDxK+R84Y>on4#x z=;)2jJia{Ly_M^lt7Bs)gs$54qWWTJV}m75g`#p@>BaiGYrXsLCDAWqAKDjx|Nea` zY+H8V38_qc`vYMcTiYEsUXqeTzd07Jl&HfiI&(dv{e4A6u>NTZ619DG(TA;vmzVcH zO-kr`Fg!6q3BO$ z(fH+*m07e?9($jchwHN+8J~TUlau33TaliQ&n`awsIt5JP*Q8!^^wK3xz$yFWlkRu zMm-WquO1VRXLuAYDFE4_xReyI%S5qd#vZaAs9}4r5-&)7=T>*O&{gHDSC27Mvqv;; zE*W0({Jym!$;ilvyQ!Yjr=>q#TKexX#ikQA-Gb0DGKME)Nv+%}s;aG)1r*D=eSLiZ z9ZjMF8kF9bIUe@)-PDVF_ouVBw{~dgSaIL!H>s%>E2qM#-eqTJ<#83iJI)$>{P|^_ zbA6Tv5IN@7H$R)?;$QKz;U2u?l+G`2GdsDv*EKa!8{hcU+sk5ngEi9NCCBc?#l?Jc zPmi|s_38}|sn7-vVPRoRxOi}`v9VD{Uw^}t?HJi(KfmV<#@23bf%c-$>_s>4k5|*V zpHN8(Gc7AEP0-C^XLzEMn0Wut{1papX{y1 zO?He7^||lgzxQfrP*iaDmprH)MMwYql>S{1DTaQe`2V{z7ybP|GyVSzNLF_A3%?al WrO`TFy9NpVQIu1WeJ6A4;r|0P%3IO^ literal 33981 zcmdp8Wm{EWut$-QmXwh0R=T^p8zcm2IJC5Yba!{RbW3-4*Et{@S~~CMfA6QbFW`Bo zz1N<-*32(v2vt^;LPa7#f`NfSm5~-#g@Jh!1AKf$ga^I@($DdLfe8$h5f@Q+&p29l z@zQ{h{5hYjTz9!y8sPjIaY9T*MNdi{Q;e6gu&vEFz-80Z zZTIn+8)PgbiMkZBe;l6da1y$|(Uy7Yari(>DMOA2a)}{D{COs-3f?1y)G-IWe(?k2 zjX1_Tks+K9!tX>d0`))qzx~q12al9RLQ2Z%WQ~VXX5=&vczOa=TI>W`mA6VtlaI_J zZ0EXgF+wko@f1=~%D>HIVx_4xQ$qs@3{5Mi;`0EPYh5#`PRh^e8Pj*iZqL7>H912XAPQpBD* zvbP~X=wldIoMBpAptua06<_x!G8bai&d<*o4O$a?U!E3QjdXPhMw40gvwfdGP*ecd zxfnuT5A`|Uk!ZAC9ayfjxO+J50`B2;-j9dPte?_gy@-j2CpBB7fdAR#-O0&`IPjQmolc^k$%Y)fq;4+}S zF?wqkbg`i`7L+&%Ck9S$&;Rz#=sa#SI1p@Dd<=#Hl(1^JGDl3^x2O_q6f{+tfjIx*wT63nqe`GU9X|ms>rlk$>dAf(V)xwFm zqwVa9?&eA#5SSjrP7KMPFmL;4TQIz;g zDk(D>5fPXalMq=^aceJWlghKBV~PU<*g9UNr4Hvi|2ibS_*2GXlBf|d`1qQCXjDZa z-buX!ej#gQ(MT+lcd}Y%*es53axyCj?bFvu;udOh83#z%qc53n2n;!*XjOmTpS2c; zCtjPCORuWf6vQ6_kN4$k&WS0s_HGV-m(I;D&^vuCclOsLFw~IBMn(na zmyd~od3l6wbM4L%!N8@qSEGlJVt!)cvVHHN^tuKR6)%C$gMyvt$dI2}@z>2x3(v?t zagW<7O=N|1(eX5pg2jayk9O(&S5u0c;1HGj|NFCV8~n|#3Z1cTQ245<8nfX#zOH3P zE}c|)Q#DK8|>&cUqXp`S5OKwgi_&WF=Zqs-%h`@>B zuO;OAIziN8zIBS8n+sA~xPZ7l&}L~`(d&0IA{6fqLSnV7IOZxDjON}te^xw(n%2@ z+;E5Oyo2BHQp=jsDvo-*-|0WAr`uOm+urmw9w+#_rejB3*VLuATcU}|>k^k6&?)^Ub++iriN`)>eIn|H*`XnV9|p+_rn z2Ur~D!@KR;Z{|HSg&?O`St|5gjZ*Ml`H*x=Qq4Ey44(K0Yi-7hvn|MIu7h!jp#d6p zRMZ7D?p;Bdw;`IyEPqvgV%fNFT$Zg`rb22NURBy8HL z^s6y$_5dsYdD>Gg;{4^52jq^o|9j_@@eAp4$Y}Q}A*Wpe4LUtGNGK#4-RsPMjpet4 z@kw=j1|ydYhcz_m9Kj(#IP8`vk7Ol)gE+xT>YrmK-s zCV~iVnoGmRaDV7;ch*OR995a665FL89t^;XEws4HqQ#M=G(6RbAom0EzqW}fn3>*?EQ2f-guzg5> zx(lJ&+&V2V*!&F{uFjtw{qN*bh91K0#?x$dU{78HPVp1TnF*N z3zw)Wy*xz^MjKuwk*H2i-*G(&^oLDUuZk79qvst_pPPM(e}_Ba2r19)WZdWq4IkeB ztJz41RH(g-4ZN7ZF|kGI)WnFs%A{yI6;U)! zVD;V1G`yLQK8o2%QVHWJZw^v*+E+Q@WK?6mDJ$oeMOBed)jXmjP%B0jRvF2$5BGo(*uNbXNP=IGl? z^7p?eDSitFCK&AK7K;PtHokdtVb)d8?$Nif8xomljlr9l;kei@ffn;{-Cd$`QM113 zo6L7Azz>E(o!$0-B``B_IU2N(M+cGp{iY>)R8?rvcbw*E~*uo*2a zS$&8S7?WiS%YH=YxTP0k)5>s}IW&qRAaOkfO9=hCnB?WtUmyR7A}c?z*hVJ@WOVn? zqYYH(!Z6kq+NU`C93$^5ue9HcxE=!@CVBi9W#3gis`~rGL9_F~!W}2Q=f+X37Jq>t zUzfk!mA)A7>_XDQD7%A6L?a0uD;|Aw+XOZjy}ZYGb8r$1~^=tC?;_c4>)O3WW)#|NxLdflW- z#h*zJY+TP}Kcb)|@IyGA^FqOEmiq4fqt5V9OgvUm!BD9T5?&Ht1~Txe`t-65NXe1Q z1CnUu@B#Y7=;$7u@N45s4=;K7kf>`xZ?Gvj1tk5cOylgh2_$@b$k4(A6gszH{Iknu(uI2&})22M^cEDpg%yJvP5%$bXMnwv}|NT@H= zEIr>pD-S+-%bR0KPnC%wC0ZA-d8@)$D6a6=O+J331kfyh(USI^CBG1m&X26}ReVIN z)uen5PiCd664|Y(xdt=1&o39_3fj7Nw?yug)>}cHD6PTG;ruCxjejIIx?aPe0^JlAS!QRA-U~t zl4b^N)HkcZU9zRh69ZKI-?DxSBOSRIIM_O>@ZO&#eU?Tj+fiFo%&9xj>Hi< zkZz-xAteya?7nnMK?mN7vm44;Nlz}_WXHwRQh^03;^zorCZXxQK_qwI7gW8b5w2rg zrX1-HcklJe6VpA)w35>UexZ3^3_HEBaBA9h@;Zw8{HRuiBVdn7Pq3PgOZPi@hve&f zH-K^xQk*9N5e%MF_xNa+F9{+U8cB4U^gW2OdVp22$P1Z_XtGS4 zsHcreJ)`?qhJoT{yEuV^4%du~x|BCuj0W^Vcl(l>xF{sdZrEM_CU!r?XED<-wX+T8 zNg%h(E{#I%5E`nhAK!I?sK(OZNPIKeE)K3PupUFPSS{m-N>-YZ({o#$W36%E10J!B za{Rp3JuMqRY+CXWMBmG`l3|DKySizzhrH>Y9!48}ne>B)L*8BM(z@O*ZcA0l?!SzV!71Z+`8!sRi8bVe}jS_ zZ#GBAO}cY`l+DTZn$-6%O!OdhVCnE~;&`_vt?sGWC_Dtg+j)OBrwf^A7B5olne5N( zf&1hLQpHFv@I2oC`HGXHxA(IlTe;Ii6z&_oMm{6nstlS#TzlERNiX&GFMmywnBt}A zyzdIvhK~;Eg=`=0M_#(T@Wb$uXFVbas7|#yS~K<@Wu)Wy4-fxNw`E?zB8-H7(5i@e z_#jWsL@I?RB<{#=!^>2LJPwAkNmD0#hNej3W|2Y*s2_(T}kXs%(xzgyc> zOT|A2Yed2!n+O*!F;Z)^??Ul4K;{;C9Q9(VaH z#+wf)1eDQ5Y1}GyJxC}Cqga^aTtWh2b#+A8y7hhy){vW%6SOPn=xR7l{Eeey?BxDm z+C|(5NuK7l@lJ-%#)I#O*wN~lHwd)!w0IK_#G#m#p)%pd(8Nlc&i2&vWY4oJ875R% zy_s4EqqQS`hu>N|MN@tS)D#Lq;cQ+HsC|WnAG8@!8^C^s_9E4=@ghOpCEqkIxH2L- z{q~N;_g)C)rHv`=7 z!eeIrX!)XnICz*cTA6@L5zQIEL;00O^05Ik#n~gPVqy>v;u~Jj17chCNm0F#rR;q| z-|(K@ynKGFMOc#^6T$|y0vP7|m*H`_lM|4KMp>J+cZxiS2|Tf13%S7c;kzc>J&fvI zpZL@va{^YOPk7h*Zl=LTYbDugu-l1i+0~duu3BN+y+`CeF(srt5&>5}C4wL!F0CgB z8@sv;;;PH9^8+VtIHWu0PeNf|iCXQ}B?>3?M1lEyl6XS&p4X9J92)!9A7TqDE_pJJ z<=Ap9vi4@;NJ({(SL7Jn>?qcWzuA)8V9U@n|MJwt@4H>uM10DRkAH#X4rG3Xfd$Ph z$KxZ$=qy?37^AMHS#CkYPJcbdi_fQ>3yQr$hK8V)u18h76?&uRli8<$ z3_+$vUAv70Yn1bI5L1CJN6RTGxoGEgW?v`_?r=|qSl!1)kB{bc_zB8?T3|Gg)e9}B zi`37m{fawiI60>tD7ZZhPZ)s{LS4n@-)qvsH>Q;v^AP&@2=?8SZR=05HKm29g#p++ zm+g>Mh8o-LS&f!eN4_MHKI|@dCyzyh>SZK?Z!MiA`r1S~mE=qn=WS4yABI5O!cZjT z`$AFw{0{hQ&6@%e1V<;cNznNp)+s3dXFm^b9q0p+7 z-NxlqsYz^g2&UY(mX%LrCz^w|8^= z6;a{*%>P95kazRBe3)@gmZS7uoydj=2;xU7iX=W7W$6?RBvpBQ_hoptq8>(SqNhMI z&&~aRGeR>Z`ZCxASaA}tFY`8(GWYhmv^ZVF8U0{i8dzBZ+%hTg92WE8x6<6a<|>0^ zeot-d%YQdA!m@oLde4<&DW@Z-UXzwE!0OfEE@pkT5d*OU1Ej#QDxNnZPL%XoKDQny z@E&MV$19*n;nH@#@YMmyEDbw*7M8%ds!T6fE&|A-0uKEU*HhG|Q~RCPG_S<^3U+|3 zF9`jJ&tj~5W7-VR!;i~tjfl{Ng#Buv?)gt)$uR+IlUs7V>?`-QaHTAmZ_TGc)_A`~1Y?bWZT-m@FJcu|Ly%AyFXBTKX0{6)ck9T7K0`+kJNfSftDcS2_?ppp z!zX?S6pDtb=7N)9yI5T|)g$6!llpa4S?UF;>mXVEd1LQd@7W5sZ^UsTb{+&am1~z> zHqh|jug%WB5d61Aw{A8e>^p{rQ(&fMJKmA)@Zu7K8m2dIK-t|aUHrU$k5|bVGx=`z zcXZD$Qm0ExL%lz`UJSFe7h4PzbG}I=s3DF(l0ODtIbY0t5uxaA8 z?s$uPNp?~MYe^?dbYf}9mi}i$XL7tATG7>-nO2zr zEV@#1G6BDc4O2*bStL)ykCmeBjID<5rI0wK~BJf#lD4-yrDnpD#5>cMx&NWG!?q`SJqCiQl&db&zd5iQo!)>%WkTRJMJltZ#2dthCD8oKeK=Ip-zsuoc_65p5Fx%quE2V^Dus$o?OJ|&QLO7r=ZQP!Rp?Tg&3i}G?ynO(r74s$ zAIIR4T5x(8Q)Omo1b)k$YtR5$0sM6s(}R5N@3b-{O4Ud7y5kigvyaY19o`YGE>GX5 zgiqwNg^W%RCx?xEhvP9GE)orL z1c>JTA=eT9`Ep3Q&;{H6K{eaTpJU0(lC2JHvS4s!f}Ld{VdB%uY?T~FlPOh(0i|6! zPTxSe$hpzf?deM#r6cPeDFtVA4BvSAM4qm{m6^_OAbJZhuwQ?tOr<*0DsP$Z{{l`n z8YkMqA~bN$*s{E^z3EaQqh1lEOb~qN;V0B%oJt&w?0um@+&-{;s)fHm`-Tp#;Q*; z&h+b{48vMeWew;k#5W_X<~dx4=Z&g&UCGrf!&mplK!cO-TPbqf z_JSAOK*GFiN_8@0?x4Ty>79V}rSUzQi}uZbei5!zrah~_F;mY}32X_T_O!Jh!)0Sj zpXgIG9c&BV{02mkoAwj&tp|M!tjn*@u#vK2WYMC{E3JaAsfHRX-(X~9Wyv`?aY;x> z^j`?IN@fq59e3e3Ha4318NG|odX}1$vI;oe>`u&GgjmY8MxO|;uQ9M;-j6s{w4QOX zZKMrf%|RbQTX@v-+2Rdl1kSuX`Opd-P*|L&gv78DiO;hRvBwp+B};;=$BC3x8BxN? zoFJu4-pl>-YlM1mk!u&1OzS_AK%dquf7Gh2PLt=sU5P?#FOFo*NwO5?N^!WCd1H;o zNM}<*DP?Z??y&w6N%M4p*y&~hzb<~Izts{hRFBP5imjWW7cNxJ)fgTBhDLy(Z)-4J z!XC{yxw>u7cC+5%tiACjQB>l^>goJkea8%4w;?U|W#Z4^bT9y{w#}ix+Sb?gPh?st zBXB9A2&C!>j!oxfE3zv^W%j>hzP~|{vY1oZ=;Ft*P%rrD3%7Q>_E`rsVO=PEzPT01 z*#4>g-04EB(u>YMb8=1YhAun4ZpWa@e%Fl^=cL>S|#&L^ljwNTfl1ewnG}QK5&JS6I!13FL<3+>FwFzVddF zJY*i&E71&b{O#-v9yE?+{HyTeX#TpMVL9qY?v=K;4~NbkvZz4P;9dbP)hJQu9cmsBt0wun4-*wc3n;@ktrmz84gmg|^x>>bu$Uum3$MbaAx& z*|K5kT3`qiVmuuxaale?0vv;83+`vd=U0X%`zDcAMRY>B4OFZ=2VRYOSX0^)BbZfvLxJa~acS9DpJFT*|eGCvppqyf2PUu?P zYo3H>uAH18GRw5CqQ89^k5|soEK@0;TfXPd(oDy+Wlcfxsz0Q#nd7`Hn+ngqei8p% zZ8C>kDdnf;*YGRWN*W@2fdk|O@yt+B`x&*7V(eVIT%hQ;#Ja*(s)lz&3S1L-0`Rp0 z_B{wB0O9TW^bk2&=JTs7zRSh+p(8taqM+A|a~t|MygL8X6s~x2Tn?0SW>JW^V}zb>1L9r;s&E)IBNA`GQHs*iThQt*Y7UM>z-DGOA4_?pZ*_Fd+IHP8HTo`jqA7p=JJv+gkT@7g6~r^y~K zvE!OAz5z`RZdrl-Cf$mr!EO0`c8zv`Pox6=7rfCTZ-GJ$n{E3Tfz_nwz`e&Bf2fpK z<7r%P)$+tFk=-*?Nzsz(8s9yS;KcBR3#e4AX_4IDiN32;z>#P^#sKO00RN!b%0Om@ zO2=ABkyEjGwZ#H@=33*p1-&;?8)!m-uj?jY2Qq+U9e;73$gXgTo_3=@jHoM%0nBoZ zG3>XIgj}cniLo?}@GI!zE*Kp6+$Dhl_|IjY=K3vdZEPU0bb>4u5LpTxwj}3PC@()m&SG>~HyFOQ^(3?I(RfgO&WB&n+ zDPE}yGOQ?+gUD9{PV4qh{RanU%GEEWJhip4){MR{Op|c0o&_yH0)X;wT;BLi8_WuQ z4CE8(A=jyKaC?^|@%w9IO6}KLS9k`MJPqsDve~}?#}~QIRw==cEI@zx=j-PwHy5Kc zTX1tT_jaU!kK8CK&jx2F|8d;X|yMRakb(jvL&+AZ~m--q%IOi38j>;>yOYZ>|a+z ztBK-_x+DH-N7!PK|z6Xr7lP3^Sw0zm)%&a3zXJLiP$SY`4ZoQeu3)p4wAC@Vkx3Nt~*?#KJ zBJ{k?zas(mgDERv4CVU{o#Z!nh5tA%2{^gzjB^<8L*pH3 zrU4X%Biqt)(xn3hcu~NxaGGEwv~&@uFfT08Nd#_uZb0R7talVIb?^QK*ZIe=6=tTv z8sLfB2)|J9MTLc7j#nCbmzPtyHrxZI^QF}4zpLmr*=26_V-uTf3O0K!|I{_@2K&O8 zI)A=CKF`r_d1RPvv<0yx$ii_@bT3FuDvcKZbKPzNz!>*xry-i5I-PP52j0R|t}}x0 zMC^P=TZYYaKivIQJQk~<;-(Z3cSk|@vvso|vr8No}K=KejtIur+9>!o?@A*bNRTO^UtgSg%z%+YP$~-U{Rg9DLlXN;;9oR@7zw^3;B1l-O!3YkI*N#7`4-_6$k4rUba1V42 z7L0!@>K5CS@?EGo>#_@IU7M{o*kb=O1Nt4{nt4fLOu~w)OGS}u$>-~Cpts__FKtl$H90`XEAhRI%@D7()obCAvzVK< zuq6rez%iAMBy(T#-1@p3Q|^I)E2D^bOX);Kyq^JNSit*I>F#=q+Cwl^Zo<+d&?B=z zldnu$GrQ!-`^>IVoHz8_Ol7D8!yd;YoEg#@laeZ}FG(aACFs8FxovrBdA!D{8zH~+ z*`KA!cX%*SuqeFr=0Aos=;D-s3IS_rRt5PzfRoh>yd-R&IOIn;o&m>9x0 z`3Jmd(2E3Mtzy0-2Nx%F2dln@BRJi;8i4~Ld&D5H@Qpgvy4XNcSk zl0a}Cd0i6%iaI*hQtdcLIj}kmPi`DQaZ=vv?=v<}pR)3sqJLNQ@`|pDkvw<_pY{z#IJ5(jh>A@QR+nGFUVloP0lHcG-4d6nb$(2X2 z!l{smKcfbEDqh8!^p1&=-T0C0GoREOo@9rpW39$~wu2Z(On^(6j7-pJCtNVPTIgAr zw+jTYHn9rcKEOr|5PdsLS36MY3~rw8dIw0D7wU6JQx+mCzZB=J4+5K_e}>3@J~AZy z6N;6_k4hRxS^PywAu&Lzr&`7PEvBbZWC=66*?4~e-x-aTC|Ofnp51fx+bg4fXI?8 z+o%_R{bWv*);+uwpKw8!c-#Qk-a=epW3g)K^|lNw&{oeTeW>M<@`g}ucY*4Tl*@g>&{%yiY&#|fFtlqb4d_Lpn-n`6Cciu`_Xwm zc>aXtLeJ5#Tn0LXc3mSVmUvQr1rhAzIFbTc0FYt;rZeuJjv)PoGBzew_(L_h*XouY zQVZTru$xZ~aKn1~%7$!_@|ipUPt$2EQ!{SJ9DaX#@I9&Mj*UlpgF}4Z8H5*&NGh7e z<0R>Gs7Wi2UF{u4E|>^Yg83m(tk(8ujn2)?8kGELH?*K|xB)$0Mp0*`rEU%3^Zt;2 zJ5jrP`C0yA8PmQN8j#9e4L3cEU|RBp-*{LqqkRJJRRTZ+`#hd{xNiKkeKGV!5ey(y zbB@%Yj=gP5&#sLtj!{J>(-pm00PL&3uMjnJC~zSTabZH1$?`x`9wAw*=oS8%u z;by)0ARNeF=gMSu@W%#E!Hfe{H<5pqd#Z>si%Yb{St831@5A}y=oec8B5qO^Tn?KQ z{RhCIG`-&DK`G&c!CRH00Xx?@GPdGkBAO=WczbFkbbrW&x4!7%YPBXht%yz}A!#e(| zw_<%h_zWm}8)zG}Di@ZCN-7NVW@g_2$p79Mtxq%F$=pB$qeERZiYwr?}q9 znTu|5IdbmcPNbmrPN`B=&@n8jO0x7RM~6qk#vhh>HS*0zgKze|2M&o0Or_v>h_9`noFtpXi#X_!$PV>>Lni z$6MC5s9!Z)FXY@?@A@BqN3)h`DRnPIf}$#DGAH5_sjB&&x#_l+Jm1nAq?2r*MnI<; zV_XohN%)UQd^dib-D7fKkSW=$!Z+<0Fa8!)KezEK4zO-qgo<0e357+#E+`gy_K1}9 zfOmgtJzM1`_OMY;$l%Z_PYhoE;W-NZ7O}yb2Gsf=ntxMw9Rc>4x#$X_-NOKK9rPMz z9|rKa%zFD#qmBN)R0wvZ8KFJ*1h!(Gq#yfK%bQYvdOrLU!bCAe%MsWzN>Opr9B(c# z$CQ9rjp+5s>$Bci0sah-#qzkIpVJ~2JjiZZ>y%Z~$WSYFZF;Gix#|z#F)p>;_7amU1upUDO~sBX1S|!)mEKzj!rum zc)U0hX^$h2RI$XYo2`*9jM?P1w$7JXUoqe7^);!7xMR8<9ZJ2kTVDWZJ!U@9 z?HNR1G+|^kOe~ey0G2HPX`LlM0gaBp^GQ$2(g-kQMpU3Y5AAwTSHo1y-0j4yHvH{G|sVXNzoz+a;JiA^1@x?fcR z0EB=5-3JPl=m^6EWA?QoLy61R<)>4X%z+liI3^P=z3rrK*b$ zVfPI#k&*CC;`)JV5%PGrK=bUA?!~M5k>@>pjZz}GRclTBGbR}TI$7n&cw0kcCCi80 z*BpDQ9HbZi54i7}wnz&00Uc)jp|_y8_tI!QaDiVglN@I%JtslR(xF}HUpnRfeg#~i@((N(3Ja!gqdjU8kQ^%)v^(@m_wJrmK4$Zdmx+wNcUg4#l#i~pB zXJTqmh@w7#`Q%=uS^3r!SG-d055DinL$b$K=Y%5C;oMwYOwN|*#Eo%zmzK1CyGP_+ zWahc6!ywAvapf_Np9c+^aXI0|t3u<`%WHpD)rfcWD!&x0=oekh+yL-stGLPM$M<5# zJm%PGJ*jxhG0G{Psn!l-Z84x$?zj%DZ#*CRU*w%2NL0=vtFyU1ufy zV;DSiDzAJf_*Qt{U&P{W(ao1|M%R5m0kza=hrsfcQ&Dyvxm_xs&D zvaV1Va(=F2rQYd$P!yf)qeT80Z!~`qqz&mO)XsEv4}r`06E|tChbO%~=QP&ghmgCM zy`gWZxiNBNKBZ51t*iczZNuWJ_xpD?Qc`xsgI}tb`Fqwt#8sYy8uEBZ$Z)w+&_+yb8Dca0SUMMkgU zA-*N+BOMRdLKi)t`v|6;y8I(Xs>f;3x!Bh?*J$H+~d(Y#MI zV>W3!;(xDQ=p|4VLRK@Kjg5XyHFdWwruj`)lt?xv#m0Oyx8lK2z_)uW&E;UuTTQCj z*FTsU-@0D7H1FC=pa8Lwfqnbomyl}R*YQF6w#=0%7Ar6R=zOK9YQ81zGsDoE6mPRe zj$PXlPukp*+zRf7pU?9TSo54=Ku#s`sAP1)HPCc6{wpMQ?s(x*#DIv@^N$i_{C=|k z`N`oLC4!*ZwCWDM?49O-;gkDlJm>eEuibCq2BXV7ZZeOmne=VQhTX&62!EIqH+En8 z!Q@R3)y?5C`o&U+rmmXch7nzeKqw`$MfYbiNqD64^_K14wY`h~Hqs;cEkLvI+e-TE zD-+!~J=Yqzx4Ut(X|DIjIj#INEa{wv%z_T|)@6nFhm)~kJwNYrTEr_V3)OdfKV*dP zi9{y~NOPG@@~P$}z*TAvFC0t$j&P$8w<=3DvPdgkI)hIX3*T70abzjPOkzoXF!p*9 zu2j$c5#iDwy~ZmF71E2hlJ*Aob@UJiS!&kfbIsUkHzi)u-HCUbj^A-atZ;^%y9}z) zfTz91f1Z&8Q%>%CJ3BzvG9ky2fZGQp3mU-TXt(cL4mPj5Sd(?8HfTKluq`{HA!EAf zgG@K<*2H39wNL4$qSyF2E?9ld0_jd>NU!r@N*G%D_^<+FQnbx zzX<63<1}26o;@ovOZ!q+h||;*ERw%7JaxeBuAQ}PJM@LkG$}M@CUlM->vpOWy@7z! zHtyfoj;o{$)^o?B&dzj5aWY%k0xbX{qFv-;0RM5u{+nFQEjNJX0Q|L*Y%_Ud@AERG z=qlp=;q{!W0bRzZTui9?k7^Dmn@W{`xK5xSH+)?9xK!;i0DZK$i`S9jO0sb=9NzP% zEfQhVaOrH*F?)@DwEx~Xl~=|Zs}Q9h(DfPS3v^$HVn!QXpSt==0Vjr?dF{3~`n@Y^ z5n#CC5*vL#miHyvZH&$z93j5tzUOzX!3@NU1ga)mgMD^8t$Ojba_+G49CK3%rt)s* z6Yv1_Ow&m~YXXS(#%xsBrz7+G(gk+bJ@%`PW+k$(wwenlOzRaer!YDH@KVIfKEv00oG8BYu7*CWjA_q-lD;d`{_op(Z4u-6T0bim2((T zCU6)lH>^vE{Av{`EqciUC+M!GCs@gg30O-ALCD#dek-NLMu!VBv!Q=SXn84?>P@Fv z5Fv}5*&leG-U`{=Jc(M|*YORCrYP+jN6^o(M9LlerO!S;@q=vPnFxO5s+OHV`I}Vy zHR0$BGdQ1{Hc15y?FN2)tTQw3OZtGK&xcW|n_j;4=7L-?TmAkW&@Hl2FzJ}BE=E6m zZ|17ME^>3Re%H9&)Y6(n+AjT?$Wn0_wytgOg6Vs&`MF&1N=f3pZ>s|P><4{JeJ_0; zi69Mw*6$X+DmRFf3~eZ>QmBfS&eXVt^SKZdV0}39HaZq7^y|mlJ6~PK*G`a(B1v9+ ze=s9KJn}#aDC*D92R6$^%AyXo$f|E`g7cnAqq6yvD}pvH?NqDR&12kxdN=sC$qlc~ z8-VTE*9VU!@xygHk@RiInfza8R{N~S8&}({U+cUX4T?acSBz~Ju*U)BsRYou+NN0h zJirSBP#&~vrGNcUBA(j3Y%W^zTlT;z>Tzw|v{||L_XGz)2+A(nH6%IS$dUT|ogAK6 zAxN3$;oGSb;CnDAR)1BTaa>wWg~);gkZ22&T}d8C6MvZRw^6CbO`0kcCDZ_OUB1@yaHXOS4{arLsk5DA z|26|ie~pIAR_l951w~Juu5<1TX;y_^r{&(#(qr5lAABEvGFEhb(kc|1Zd{dS7WkD< z$LGXop{q%NkcXb5OdDc__sU(fhaa?Pu`f%e0u+)t9RXA3wed(v(^oX|C&$u?3j<(7 z2$%be5qpcc%K%aiKSv$@-b5nbWY;ax(Nk5;!#%UEWPQ86QK6^|bf@w^$=Vg25B-u_ zAY74A^mh@FN(|Al%;hv9p;`=_~g?)f9 zF%}H;lWjHK(m63OEArH6w3{)2e$fzG?5zSvQ=2=UIb<({j`y8J=m!=IHC40lK0f;v z&mH$H0h}o0oB~Nux}t_r3z%r^8BXwi^sys2X*6tJT6Nm1&_~nroLZr^ z)M&@iYqR_IeLOcqfqT?*bYoY)hX=PwSN>^gziB}dct4g}Wto2|@eGk!*7-4H;n{yf~(Mh?e12-$*KZSs1pCNfXp1#O#64IGC0k;s%0|7o>|WWD^g%pyTBmEtCx3q zvQB7kZ|{1#F`g?He7l!!4@}B3>Nm3vnsN}t+W*zj>oUxGnf^_sUV)g-Z2w1OS9*Nw z2x^xR#@D|bSXa-yKtPzN5VfyLr*T=j77Xy@FTcN>cy_ou(rO?zl0@$O{?*lV zzzlmGdWAj@4-b3&8|R837D(#?ri0$aS`3-^NP1RCY_uLfJ%#w)1RQx1;kXIR1_X7>8AcMm z5MUl>Fj}nIP&t<WigPdhjj7`bF%cJ{0F!)+)QFeb}s z*h(w7nui5C60HOTfB4(U1~(( zXw?xZ85#LHGG0|(^K|dVs~xOx9S1Le4wvD4b(9imKRFmVCFb$Qr)oCe^XbEAhZ@J4 zs2$bv-0v!gC|;bWau|VwH#76X8JU@>+>Ye$-@k8eZOwZ+t#vwDs_h#bv{5b(SP zH*NZimXjk+4*f!P_*caLZ*5kM7{B5AQ5P5?hzvHk<{@^9o+t#&jFH;}j~yr@Z*7PS zA5E;e^e!OR&el3hg?VmvH3B25cNCLvLzZnM3srM9%Xz$RS;y14itW~0^Ne<=OxZ`m zB_$+9dw*Rt$_*!Te{_o3lSsE%T_o3Gl`{v>R8l!(J%-q45$GhnwZ zEiG*wACC_Lqbphx7+GwW_M=n0h4$l2rrjfoQf!di5O zJD>Y3dpn(+B9q6~kqa=5uatEyS!L9f_4@w;KAR3W9ItSAd3n*Qmna+Jint?r-t-hH zOqJnaGt%1g0ebPj(0xnH4a(I{K!*4FeS!seJicXpKPjvtzxveO0gYmNom;>tGoA;o zFeVmOXjqsDup@zs`2(2%GG7>EAsn~0XapJlQK`3S!0b8;QQ)@BJQ-!XT0H1d&e^IY zw-=aq3DEypLg4PJ>kh2XC<`uTY)pP_ZH-pDhBT2ui<+AHS3&~z%*@P18RA>e$`uw( z)?;%xo^khE_kRi=7o8a`Q1sG_K(PgD;pkyyL|luG<8J$ zPfOnc4rJTDFQk$(N|HT8!_LSiG9uC>tFlKK*()L0B&m>8lD#8)%Swt+MrN<w>mCr^FJT~|PubIPf+c>4X{GeTn-eU7R$MF}+!OtVF=8<+h_pb@48QPv*xs?`A z`}>F%ta?3mjEz(iEQw8?JcC^IC&tz)Xz|H*yI&&HP1nD9>sEAJ+^rvvpFVx4ltNR( zMa|7yyE5b0)8D`B^2*}Mw_^I*I@4hVNw2?KH?(-&8x+x3I5o?%kg%}f^V=1qUR#e= z(a2AV>^Fw5UGjQfE*a7ok>T14^YiS-kB4Pn|L_?R+*z6>^w5cyn(-%zchg_B{n4A9 zmX^*wC7#dtN4S&4#@d}Dl9CFYNxAlkGOZgC?a#(r0*rn3-1^u&fEpFtm08}EzpoaL z_GQz?9#Yd+xOld2f-;lQp*)`ZrW zSj{W_*1x<{GyCH#)xuvK`DXQdacdvty{O4WXGQ*SRpk$NXEKjb{O2s~u{ztHd9`3M z|8P#?7yZ(^UFj#D-}xIiC*f1~b!^(p$ccSOI|OtpeN$vz6vz4E<6i&xnPn-NBtD8q zMs1ggMhwYmZ|~b&d-eG!YGcU(@yE{%l_1X8X%^F;i@7)dw0V_&4-e*&aF#Ew%)~y+ z*)mLiP~#*Ut|?|V(@+F+7Nf4`VV7wNvo_MBM-QWo!>ZCvc*=P(%2-Ve`as&`yQD|+ z0yQs=1mq{mL;sn4CYPq}b^snqw)2!&2;$hgvzcct#g1Sc$1&K?21*5( zs4ig^VH@1=r`*wJk!X=nK-i!NW5DOMn{pMJ2zSa@9fYsGCuNZdq`1PS|(x;S(9*6Tx^x5wOGW+qWxuhdfw?4x7vz;k(EaSK(jvsnXKZ za64yPDgC_2R`>$zPNY3=tpW9^l@|LiIUmRKAP zdBoBU@+|&5vFF}AX-ff#nT<^=oSc9EbnEn0dY{IW6iG=*n!|^ihid|s-W|?~8*Lid zaDOmPQT8&SP@qSkY13B!l$MoP;NLd4{_Vb`@I;B2SDHUtXN*5rS^E-!Vc|W#5HaCl z<#m6m{+N}KHlBq9&jOgmC~kdl|Ni~XzrWF@c0J%$$KN%EMR$6jL|K*hW^RZ%$3?z> zQ4NWx2(^4YrP19O>B>+Q+GYFdZcYCmz9Fur%5ZR+g!wWkWgq{<)!*)w`*8X5xI7YN zUx|Zp@y&;|OE>bWhmMi7y?tnh2^PFi&{#dfU}^(^Jc_|J5P z?|-A4NDeOY)jv0PdY|N&2!n)f)RJW>2s@O{ugnx0EUsANws>({h1X83ugr|b>df*E ziyjFlhVx*(j9nBqVw&#tf7M=J+_PGKA)9V+B~o5PpjPyr!lVMTt)snB8@w1@Rh*{w zri5`km2U67`F!Go2_1fWtwFQwz zWtOy{N2`KMS{=`<&%SPY#|k5kz)pR-B5Fmq_VKGE3rkBkraq;(yOj3!zd08bv!74T z>gvC9g#znoau&#&of6(1rT3jwib7uIs*R)xzC|;8k&K=1d4V%dO-tr^)%`^z=9ImX znpvOT^%?1izRFwpsS2l#6zev7uU>W@GI`@y79#L=W>;gFP+>jGCcV?9^zR>JZ%3`p zcLvc+a`qWr7I@@Uv~=v+N&6NkkC86gu?_c0cgl-zg+#oTmJ8OydlK=mB5Ph8Z%sI5 zcZ8%j`}&Qs=4h=aLjD*>WCA{_zmZMS&IV-4emrIo59cWX-?2)7Cauhx&?a7*tcE zVGBIK${G6dp0w9^?Wd7BSC~{1 zT6r$#YsELG8`N~Gg1>nij96~?A)gOW&>jY`AByBNxxUGU*}nNaeDlj@`vT_ za<-vjPH%Vi_0wg}ziI)t(Jj@y@a=L1^+e;oZ{<4=9-=-%Q571Wnzk%n(9jmS?(@pp zK)V9lKQNlkg`(%-(+MGn_55KyqBWP z@$b~%Z>pbOoV|W<)vLlF+jhix!^-2)bo9*opMwqj5PY*P7cZ{NIf%M+>chYdR$3TZ zI)y%yLa3Qpm!KleZ2X+fOZh$OG4p@^jQ#E_V3xe?ccUrdstr4aXW@MSy98!rWGo+M zU|{&SIv0saPQYJ1JTAuKPLtI?Uz=AewR@!B_n=4cMN;RRHh2uXxucAaV?Ybc^1_zg z?8U|d+Cv|`*UD;o#dh1wS3C1!!3`R{Bf%`IslI}v?5hDpXpfZp_W&@NVn6c(qnycb ziNWf=zCMpIjo0}T{f-!z6*KEF?c2v9OIa60O83p9Y2N<8z6gO{+jV$i_rP6wEn(@h zeNLXmm3C9K`87jNmt^&PK096pLrBs#6F%|lKYBZ(Ja_KeWgxn~|FDoB%H10`ZYZN- zV{>cEI4twIJ7wsoLiLWenu4i|Il|H7nvQdqJw;ZytzSQ-^r2^UOFDhzko8%{ArV-% zXk{>@=xuy9_1Jz-PtS)3;Z8w@x9-VQj}y3P^r5JyYJ;wL(}uI4mi)gWS>?1tM(?f5 zGjoQttIl@^KrTuxYy zw?gspGAM=IuxFt{_*iw1^4`3Lhm{R`&WG5erqv{$esPOM%P(3<7*l>YRM*tfTNc^z z>PG*TRU!Xi5NU^$AQcZN5CcxX^7}tWP3KMCyV3H=h4y$yUXUo{1&X(PxE6Auv_2yNTy3iu>;4d(#D_1 zPssUp*Di5bvkTIu()MHpq+h5O6`@S8A(6}a5u(sU(ttv^@AJ}Gk*h&W}o11mI%npVMx z&O=sfgEAsH>eH#sM~<)K3I%(13hoj_V^-fvxOS*{OFB;>e;0*8k)2%J6}-#DDKd9; zW|`fg41Nv)YgaxBj>axl4bKdRN2YdquW#M`BY`g2tk9B<;26BlG8*xy`1)kcn%|BA zuPBY@eOi*>mkUQ46F9T-CIe}3AjdxKMtX!41p{XFS)BQzU_@%sS)0$J&@lH_m-ETQ z8H15qa|w2}!z?k}T@a!*+~S+pi7$1H7MHI6-gjH})S&?pn_v1bnUd}%xk)e8)aNs9j`s{0mt-ypIzPyu zhq-t$yV(Wb5BUa9mxRB~*wom}rGN+7EG_SYLsijaugL8>1&T{dXVIRynDPpn&0dAX z-JgfImTgIac7uAS#^4L1PtVX-{G((Dy~fVhyW-xQc_t#}ICaC~2R)Yc5iFK!OfC|g zRJgc#)H?VQ*LNwn0VS6eA4vKAO1@E&H|i!O#LL2yv3Kt zy3l^n``KJoOT0R|9b-F}TRZ)39RC=jX?5vsyLVA2zh~NfYmM>Y?M64w0IsF9C_G+I zy-F>^r%LZ!_XCouC#&VFlRP+<3%<&2Rcr|=Z!>CazuWwE{#`(G@v+@Xl{C0$;V^ac zBavJ|@nqGMaQ@#$+ym45t#<{f>`!s})xkNC4X#C1rmWH=`+5LQSXU6qq@UNxEcV?wqPk@6H5)5T+&lrAeaY#x=LgE3zNoQ% zG1p&ds9mWwP8tWl+`)5~@3D^^yR*x~|NHwLRa(1B=+wGOSzg>yF__L=T4v}eSo>&B zd^(WeW|hIX4{h=&hUOTa+oQaa`fG{omyM4Eog!6m_`Ec}BA9+X_Y_*mM$D#TI(hKj zXwF>`3>&-oM0T&zL!LVWlhhPyUe@Of%*2?|>COipsS#JH!X*W%u%BpbdaCz3TyIs+ukc9j3Z@^Cr8xo)5zrw|$^WnORu6EXCHYKblm< zE%_Ny`)=$vJtNu`*qN&BA9V1pAXW9}3z`WomWOWq7gp1xm?`wcfFi)(pu`^Y{`{_; z@cA7$*=Z>T=opZkJamjnrQYH5-r>0_(@|Boxh3yRan|vs&#|yy5$oo?6X#aM7G!`R zrIhBmmz9MmXl~!WUESR+S{2G!t_s#GP&>`@7TE(!>J|$|Mhx7cp(8KZyP?52r-3dq z^6LBxt&&W>k9{uwBf`~WOyzfOb*0yIRd0Aj$Z=Exv?7U)V$gCE@Tw^Krb97X>FaMUVKpfEkN4k>|lMKBp z)tIjd6At_QZ(@4&W8T)NbtJQLXv4z@zkpO&7J9< z6NJRzv%Tp`(iq9s`C2nRKk*nBSHQw(6G5({Q-`E#V{xz3MBB*5+EV6~ynA21d@1)1 zxaarQe=I{ec(~bgO7u6cuCV;)3THM{sOp^>lV{s#-_gHSwW|8OcD?O#M2lIiT|Dh$`D#5QP1yVZC z^wS#{3>a2&C^jboH2xl{N+wpoS8GNg6B3L8<-!2Vk-Fdu6&^0C5zH-kJ$#okulO)5 zr%bf@pV|AueXh<{>q!I5;3G4`=iYI|wVXb>ghqyg%g3J%HF)uSrOt}Bs8L24H7t?N$?A-_o=m}&Ehw=pq%0Ny7V^yr5 zXA%w*faOox&0nUb{`#81@HOLdn#b~ghGotnz|W)q{igwj#c?}`oPz=C$YPIy!vg-h zBiD1)-hQaEeWLvtSld^wbA#Xd`tr=%pE8p*hl)Hpd2)ZF_Z~SP^OL(G-#k*2x)$$7 zy(c6g*gPgGK>^*84Y@xixxa}&G3gziyt{Qo+*-(U#nxtcHx<=QtQ*96+-s(I%+!=+ zwqa>4T1Y=xiXpgQdrLY`MY()i=*cp09}Slvh-kzDLK9Lsb7o{_COk2bB|AI&Y>cyU z+6VTr!1&?=n>kfmwG9n{SY-C!-z%D!u#@=s_;B;`UR%{XckWhW7^7B#NFe5_R?;Zm z{OA1sF3Y{?jk=vy2bAAMR$samI{3=sYw5*8!LLbXMuKb^rKuGOzC zP5$aHI;O3y%`D>@zYla`W)`jMBl@&MvQ@fKcO1yI!6l2H8RnI9)YVJb%OkN*xJ!lN$i{D4BM| zX#i;-gET^dma*X}H`iz$CMG6gd}^QV1bRW9v`=gZoFXZ)uL)xu9*u8^`xITy((_0{ zX^^DaQsi@qqp<+Fesiw~rH)#<{^u0sT^N#U^5c}-{IKo%-}Utin9jN$u{mEy&E_#1 z!=tH(LAxZJTn&1SN?XLO*z{)KLh)9DcoP59tf;noq>vCqJu6I`A;GdQ*lhgGw>w{A~!~qWe48+hoH?jz$aV zqRJUUa}OdxIFrOgeaL}KgOZ5*_sKs#KG7P?=F=R_r8d=*#dPtVe#^qQ(=1QccupO9 z<3r8+jEe4Ic`UB_P*~c8@FNHsYt`xtJ!=1Yp$vCkyEyALo5A7 zHW#p>%LP9jI4ph8yn{SGNOWP3$o!qaN)qM}soJsYvFNOLf42AJ?pn>!*BSohnLs!@ zef>W2AM#FT`&;PfOZuGjtoWt|zBG&CqN;kQrKZena(J|16Y+T^*XdF zc&{hR`zB$|Z~=mVLS< zS7v41lb%ph1-XtMy`3LyS#?z`{CNGdlyig$)J%P^^{!rXtslZ`*HuOsHMF%Sh^Aj@ z>8JU(T0a+BT_6%Duhx@lY}N!RCthT0wHR(*ousg5&zS56ipPI8g!UZm-!5?+*SJ<_ zS%Wy3ektonns(w(2wBIk=99;1oYBzGDBkRRE)~#c`^K{CLmyR}xo9YZAn)Wnw`X~Dn8k0V?TZ{?cSWiFMH zfcr8PJ6>CBlT*&pe>`M={rV+l(-Q_{EbO`R+ja*x2ZuirqIt*j zma&%Dt5rU-NFPL=c3+wh_TBP2Bxq#YzK6n5^*>Mf(0xp&ZclyUklUD7MsyH-bM9Fq z;-}Tucl6SU5$dtLx@a{<&IyT#FvlElVq~`KpnEWY8Zn>yq*3_;G@keN#seOF{^06> zB&>v_2CaZ#V6YZOfBkB?Z0vmoPKm7KE|yi^5Bhuuk)XNNv4F?|Y7{Ued~i@It+`ZcfTMgU^21^F% z`T}39i^NlYCLSHZ6Xv-unS)WC-OKK|I(uuV(p&4PSO{WB{+&@(?6!}cm>&%I)mLoC z8 z-(FpT`fF`RM+7otSCy~tv}d``rgUXxB{9H$*RJ68e>b5WAbZu+)dg^# zc^DNHWpcd<>UsRQnqw=$ATei_V@vg47Wu*V%B(3ULLy8Z9cs} zaD4XBw065ny8bmXBcD$3R!vSn88uOhEe4r#YMQ?*8vian9#Bi|Q0an}&Z0TFL4Hie z7Z#o7JD#wN=wHB?nqWM#9pv4+L4&}Wg{g?4oO z2^7F$R-eh`<>iTNf%4$3ag`iWCtk70&1M?>2Jk8Q&YilMSA>b(2#}<9_Uvvv?;F%Q zXzTy^>sLsP3A>b3LSdm8=6TfA)Y$eHh71pzoU;Fpf!9Z`Wj%)2WMdxI8@QXjv!x+) ze)FJ0bl}TDAqok%WRuDBROV#YKRSaT++C#SwUP6ZRn|ku>NEGhl^M-a$MLBjA0%-9 z7LW9)4Eq`5nHh)|xcF`!S%&V=Aqu}s8AV&(*l>TQ zd#MEl1*gvqb$1_#ZMh#CdtfK!L6YkB_Hb-BqUaiplqZU=oqG@6M5%3yP6Iz=o#?12 z1)_Q@DtZlex_o{112JRCN@k zroq9at<7~beSbql0k`Xs_4&VJj#9s8UmK30-`W?(s4$5kuccDs>0!mUSNDn3`M#Nb zu`|=^L-fq$ySelAN{wF_m3K^%c2-c;UdN(FIJK!#FhV8T*WWs4_wT(c+i>NXSF^U; z+dh73*GG*`-~Fu+!wo8V?c1%#-24Wy=d^G6e4my-w!O{xqtpVEYlGvu&GK&JJdMT( zmewc2H!^ExbbB|p=Vm)x=4`86*$VpF*nBq>M;pVj4hmVp-3Nz>tfpX$7tZ$qR;r5?2O*}?V&49Wi_%> z6YK9K#)D@V7#Y{ruO=PXr{U=#u9LrR-Z+TpiYBv|fj!Z??ilmoeb#C9TYOGlQ zuKpr{A-O43g*?il%{C}fKE@*P*)&y}=H`DYhu*fruv&jpSQsN0@;ZW}Ec68~`Y><| zS&1Ey+x*i#=@G8>^`P-Zgt8mYBhXTqM^QB-qfP$N2Q7ud6pQ3Js`+VB``U8mHZbmw2u)Ys^GK410$X#%uQ%beNnT2V0Eou5AP<+?F9W(_i{s+}DE zAUhGyONiVj_xqd?Enb*``2w_bCX~1)$YxI%gQO|O>W!>sHl*=bLS2~ zR4@?txNG!Ij^6s~GmL9?tQ&cssM_Vz46@AYUo|YX&pJFAa6Uv2-BxeH+$1$MH7Lt>K*S+0T>o&_RO|?&jGIs}HQU5gS86%B zs#H`|J|TX}$jYw$F6eZ_hC*3n0p`bR^@l5QqeO|FqO`MeZGy>XbGf(II_By8&jYxh z!xD$=k2a>*o_=Ur6r@-C;b6tF<%v2qgEvLZLQL$8~=kWq)C*yx;dbbL7`i z9D|2C6U})>(sh;@$QH}o@cMQBtNE|Q#obyTpV%SgG=m7ahm!Iosw+t;sRhDpnUr)A zK6WL%1O6<-J$nz4xHRhKyklF@V8~80N^=;ml>8=1yaDDyE3R$#!P)B+iX>MjeaUwh{j0$NAp$9Mg_@Pj7oi7E3nd&r2JB2By`Bl`Eha#)Tstyc! z=pJ+uY~AJStDto)Y&YvY7rLQ}*tOX&XXm~s5V0JH1JiaU5%`EQ2+)v@hNha}P8+X?lDg@NlaA#_)95n3H{XwMDV(4sWJ$tY>O+#YKbfPC=Rk5&TN|$^CYN0D zVbF0?f0dR7R(4gZ!zC?s%e}R&tu1!?`*a68=|}_b(_Gf>+!UeJ5`8Z@MzwUu?C%=) zq}nIW59WCJFr0Jq=RSIL310^Wsmx>RkPo}_Zm1ok+=-I>d%1foShfO}=}Uv|lZl4L zHt-eSymhM!?9242(1yk8B7S81voM778@``EaNPnRqHZh zX{q}XFZclhPvD|K`&lUcjB+e+ErPKIT2e4NDtqcw&$S?+fGak)aMX|aug|ZMxIV@U zb^<^rZD`UghV5pLygg4sHMRFK=iX>*pMb27(eT^szO%Pw?&Thxk@`K~O6F#hLm9?r z?%c_Bo%=DfYrmiNt{C!Q>ehjk*|?+86Dk>B^$?5@O3#8l#O5%^aZm(&0d0yv)c`#l zs@iAX|bZ|Ut3Qs^EpUc9jF z)lpYh%<3pLt!ZrJ9k^c)x55&ta%crlL@o9c!0Ufzu+;8f#EC}85KxdoDdHF^iM@x8 z0|Nkh`XR`FNxwjlj`%4`JK<;TJx?El62vi7lVB@=(-H+CHpAtUn0UQ-?KsQ>J-)}{ zG^R5*@nfgOv6iD-_JQSGSmvBO?e$F+^z{PNFDAR~#I9=hGdiGVa3XdN@X2-|}iWSd3DA&;nEBF3;`|r=tUCBc?MXo0I(^Kw*Z{a1r zVdk|WO0XiJIRYu^Ut)0(bvBBnJajmMG@2PGIm*jRf&K`OmER#BKAdL5F*7b^oXrQm zKvddM8Z-}v2IoT2Z*8s`gUdj%>^wIpJMcYbn}MFb0VN^437~a@vJ6V}P~H-CInKjE z#xeYGcOS%e6v$e(w#NxG2*4VCA5w#GvHcGX3{ARy=MD!TIC!JnTdjwPa0@aGxgiy* z0H$&jI}B-SXneepV>SEprxNM{-q>IMin`6lKMmY>tH*_uZrFYqHy8SuHAs~$P0AF< zTNTP9LuS+ak&J8h?_5g!>R^Dx(0$K23w!$)ms*RcasEsAhU=Wqamqkacx#94eU77* zAWL;&8x=GtoY#6Gs8uE!$_#iVL_|fiCUY+5u!6intsX!W>ZlIN%gbj^=Y+Ta2xg0I zQNbIv9IBMH>o2T9zl5>RS|C!rwCijeI6G`uSp1OYQG#)EbDKCgbUt&aY=MIxKXIP! zArcfS<-@WbVp-RU%n*e1Gq2EIzI++PmOt$N_zpV|c={Xz{L9VVt*r(8mSz2AhO0X| zw8P_aDh>?Fp<#-P3Gu#<3fmN>y4pdEyC80_3Ze!Z~;d1sE!3XvV$@C(DT zhT3jTYl$W9wxG@)*RHE4Wf)N>PFn{MQqhhbJ4p1i4HM9HF*-b44T?z8Z64!`gmG^@ zImVIKvfg0rVJ{O-7ubvh;vNDNUR~n%|K3Z-$k>8H+j6kH)WtKBRd#-*!(CesuS(MU zpV*;LH0WwVRNPHTX$IayQd*jhnOO_f8bCgPiO>3sgp#uIp1pfh@x(x4CN?&q4Q7g2 zmxv*1Hbzn?yyUhwoTiIlhWma(uBvcU}5_Cz>9HT(z| zuMOta19s`P8TBYccY=Cvwv?PYO6^9)@0wAUd5!P7IoCg^f(D=ry!YV2 z?z^+!t-R0W^g8{WH${X1Vf!)OSaPI+{m@O1Q;#%mMR*^t-85QGF1^eNkLS0jxVW9o zT$-~i(@9{3P)N44wT@VDH8qU$yrcv<^@un*)}LFx-8pP_ltw-R7!E1qM9lv=ubq)1v7n-nyB=t#B&b4zsv8^piwDVi~+&$&o~Wpe`s_wVneqMbgv z2<~c;tUNL@GR6Z+7X|1MaGP$5fHH~6k=UKu)tr7IjSr0om2r@JqMkq3a&{KO^EIzB zO@Myjzm)mSiRsX~Bv=o^M3=5lcktjNhvX2A*FT~DK#PL>_|!r1BK|C%2ca8MlIMS& zD3+ogKUT$ZPtx6EOya7?BQwG_vd8Q1NU)xvp`j0h^0oY%Az~IC&o@p6J$n3@*9B>! zDwG3Cv;M!Ip@NGa4r8Rb9uACr{pisn{EnEzpo|q*hqdceR?SfypRt1RJD;KEy#}W+ z?kc>flx1Mz8YA zEsa9-c?HV=jV=JIc(HZ3jyCSYas#=uc5Odi3|109p1JZd7uGyjR=sk!1+NpkszEtt zmcCrmP*00ITPGf%!S>ukQlkA6y;s zJ&G@YBRj!0;*?AzARfSlaIpMi(lsx%(?%f#`~-Ht9~AT%2keL)*|(SBx-Afj62 zX#x$~_KDzG+~z7)QF8UnHMF*d;%+AXd6xDj$$An^kk~*Rva*RoKI{7m`n2$|=I7@X zpb`Pt#UilIcwR+^sf7La7ob#f?0%}jVWbLJdIs`7QdBB(9^^w2+iyaoq@Y2FFm~r7qa+E>}+ijqD^Y=?*YsO!c;If=RI}m zRM-)5O2lSh%~FqL0ZhoIVv}P|)W%l>Mkgp#$Fbe8SCfs|wsduM5i$^77D0=Zxf}yp zec}A;GeMv|KkXU;W_ziQTK@byeSXw8i6{6cVjqTt)O2-4z`dQcFkhn2MX^1Qr zQXL8u%l<e(r~pWuBfgh|3)2r+liYv~*%y+A#bOe^e=b5F(cvd8V zI`6=h_oPii=?;Zh+VNaU8FG|mPbMRRB3w^LPM$j5PgpJzytT8>(@S ze^C`hbMs$LjYV@@R_QmCWJK}AzFkg)9zw4{vj`+NgohhIcW$1Z1^6^by-nDHQv)S} zNLnVS2B5YJToxw*zXkNzj=g^yhU3((T-5ahR#H(R2e&0i=uK#?M)jS9_v}Tpg0`n3b{Lsvv2j&=@2fAhiZ#|6VG>TE8JBlFh z30WG=ymg2zh_lzK;(;u6aedV3wa|z&i>7)*-ulaM0m>3>bIwzr{D}nz`d~WjLe`~F z1aGKIM~**#{v2usK(c&+2;5QAg8JYj!0z;zCS1$vDSO|Z$WiF}v{YXp&gB^j2Xt%e zTz~9o@u4^4awKHs?(_>si3z@t6YtfS{u)U~tFb*=U`UiKI&S}qWJTtMbapEt@ryOH>s0~^m z0T@vzTUl9wahuLH!}mg@!%hapPqx^prK+l$-3mz2JmkCGj_-nFom(FB_k8^thwK`r znz~%!>F!R;#s=^kdFSM=?bl@-`L(46bEVT9r(b0BGaZlRT6 zzU!gh`T3Dxt3qDeg&6(n6*q}Zte%2`pNjz|=*Mu&cAGwQ{d^Kjo6rMwbeb&1u61iL zpqUX>m3A5-Tmc&SlkUXR_Lyhjc~B=Nl^wS(>i-uyh0~kyBOo#{IXO8H0xY162!la$ zU1&u`MS&)pX+L3jxRlZGKP8xSQR9xQH5+IaieYHLc$uSfa}N7n zV#)Q{3zQPJL&B2)P@x5cxC3UcdW`!g3OwvtY`GZjl-}tbpb=jZY6~^H5D7Q3=#fHE?tl-Aft7D~d^~Q(li;6+hKBm}A3b^UWX6Kme>?RT#L1=-O-r?vp zUs1)Tnkw8hH{Q_+#H?3IEzu$Pa?dp5)nZ#lJQ(-{wB6sbV?848BLl#e0*M^$_y-Oi ztcRYCRf($d^S^^jh46f$Wc-Qv4}(hVDZ75+fO6C+02yh}cL5*t^32WLYhSQMBt%gVrqr7 zYlWI0f5e|`*CJ9J-~=nCW5-N8LJtevK}Laj7HkE`OyI(BE8S=51T+8+!kmT~5(vb*_w6H)^9F1Ucv-3X0!}{)-GG1z;8tEyK~&Ai z;*c$f>mZ$bBb(#bn z{oZ@MxM+oF_rU=AdI%X)y*X^41S|j)wUT5Kkkbgj#>vTv+*-V)E!&Pr`ELOxk72}L zV)8$Nps>q-`ouR;P36Eh!FSRHGz8W$@jgqnXHN>~SFLBK!V!4CSi2PSa2p*pV{I07 z{P)Kyf>rh*)EdG9fUp6r{r`)#*yI#r%L5X&-w4ebRHdi6XvzWf!2uKt#8HB&0mU-E zxM&6xjxBIL$4C}T9=H%twg_`zU;SMUwqkdwqrDz$O($;AFoye-!=P=JDgE&)G>DQ& zCd9SzR~Md|VUhQF4n%O_wFdn(r7OcpLlb;lOs4pk?!zw#JqYv5?VkgV*zuBi9JG0Bg=J~ z)V3ciPnh|R`d|!&#Fw|a0kB7t-2U$iKi;SYL0atH+j^04mf%7_vJ$Hu6~fh_k{Xj2 zuxVm7kvX2YgH#M$U)^6dpII4?a}PbVpGzu2>xNcp`z?0|P;vmpzE9SKkrZH8`P#L9 z?;%YsEh<2nhPt}Z^w#LkdKD#wWrVk{NZ}2WRus=yqAl6Dd4675AG5ALs>}<%&@IMH)_4D1E ze^sxOJ^wL=I|OeK(u5j{B7pPK^?#9!>r$lm!f2VP5L_u|TL%Qt2^6uR~ z@dY>L;JO__ra0GS=j;QcePs6sd%XQjPCaYzl56_qeD8Sc?duZf<6FmtnD=kCJ0(rZ zIvWhxOT5zKhrrNgUck0}WHxcdcu1X_&j0C^<3V4oAyGEWzld)lNh#sI@At;){6+fM z7IIv{H2bT4Nu9IwvVJJ9RWWqT^c z>Z$Rlu2Kgr)h zv>m3sq b;NqTfk&s{OJbfD^_>cM-ZIx^#lY9RUlB6() diff --git a/master/_images/sphx_glr_05-layer-norm_001.png b/master/_images/sphx_glr_05-layer-norm_001.png index f4a90d8b3d4e4778a79f69ed8522538f8465a841..f4bc33e38f297507cc787d3489566ccafc32c574 100644 GIT binary patch literal 36235 zcmeFZ`KOq9O{?p%T(D(j7_;pn$~C!XO<( z*X(P4&$IW3{Rh0C-dSsw%elGdzT&*jIF93-_$NB*6r_x#5D0|g@gr3|2n06_0>N1% zCIp{I{F+?>|Hyc$8F}fu!MuE}JZvG_R$lJTZeGp~)^~htJv<%UT%khZLSlkK!oG37DHSY7@c-WYe`3LK z=3Vc*pnRGiYie?GaNuSlP}?Z58-3JOf(cn!%pX2}tVUkJg|%?@r1J|3l0JM`-iBeX zi%!+pk{xYMp7=mpl)*)?lMoaIEd#^)>L2X&q`u){?z?w?pk;OvX(5R!XH{-CHu>1C zesu5e$XNZQ=b{PLI1>5(f5st$-F|axW4eNZf(BC|H>n>*(#({&xVV=A?-rE)Gm`y? z@bGut0S!DK(*(zrkusK|`9$|OevQ`0xdZ7|~K(a|SvQoUT5b{zYAKejP$iaf-Zf@R{Xgq{7l(k! zZLNaO6&Ia$8rN70b#r$bL$_-uJ=P0S4J^K{=6xpytDyR>?|2)jP_J~hLct@jwB)HXf=sX=oHuzkTC%mdsqcE_q%G#;|y?+g{|k zHY}a36N0%q(NO82Qo0n`ZMzV%2)(K;n%qmZ2*I&j|6P#f{l^$PHG2A9ZK*j`SJ#TQ zz|<3FMf4Dq>+W4@@bTVKHy~)Y6Rhl+_*xGWQ_g`aySigMPKREbRH&^j+Yx*Mr z8QuG&q)rN{*^W4B&NLCLh_y|-p|l5jdN-l4AgOlT&dyGI z>sC@)+CTrxIp2kXs;c)V^MQ#~H8CxRzco$0eyPb{9gcBvaY1g-&~$4Gw?=g@-I0(; zX$!s(3qJQE=y;jOZn>}NT2B&GYS4MG`aXr=)vH3Hs;;=mxH#qlA+sjtqscNb#g96& z{WRAQ9hp_ySy$fznHZOu@10BTemgvO?!ycS^aC7)*9sS~sHpUGtYqq1>nz9m7QzOEh^XV^Ux@iep%{5IR zeW z`vsj^H7w%VFR*3})66(i@9RfLM>|hdh5vlZL{oOg&C|0K^7H)CfGTg?;}Zc5cgLJ> zrnwxXc`m9cpNnSi=FK7RAISZEZeG+%nty12|K3LF-s#`HIp5LJR0bgfY_zh-hw#?^ zY4UbQBlgfEsE`CY_YsBBuf0o=CRU$G5_EXP9c{WS-9=0T%Spn>=rfjva8#lNqO_pG;I1s6Ns<^#;rf2Pl31`67(TIqPi)0Jj zuH^<>t6=J1z(Dx!ZTSZL28ggiDd9;k*rg@~5B~k?j%xqL+kgorlzfhm{5|_#y+TUzEZA_xJA-MNSalcl992i~^i^gcK3z z5vkhCn>0)5c3QtsF%(qS5;8KV&4>uCe@+tvf-6;QKjf}voDfHeN*S#8Z$;CA1^+4o z9&bd~a+1SvFbD6Asvi`NMY>6?no$;hr}f#5d4B`WC@nNBcq~n~mTlJ-a^hCPK52nC=|hxfOx~hS`uY++eY#Ov*)m6-3$h<`JLA1^{ldxeJcz7!#K}Ue z+^+oL>$%GynjvfJA&$fq8+YlF3hivU%+D*!)@hBjDMO_y)e^c>y=4p}nM^(3HY#|RoaMOs zPK2^iC(YPg9B=0gqDPc;ZES1`dO=*u`5Msrfpf0KtRxG3F(OA{w1}z&{f=R|^)IF0 zzt02Bp3j~c5zG0c{T3>Jk)AD!tFtIp_*q5!hH1;xkoLGpRorQFPmk)zU4DL2kU=!E zv9XQ7M-(-$&W~QnW@BACTgYiAx|T`GwFd^@@8`*N|H)u?gPD1#C!Pie*xt2zrlgCz zY&Hl%qSife8o-h&%nmmv6G1S}ka8Pd>Hk=I)DoOzfRkWYW@5LoU2gmmwXJX|V(Pcl zxpr>+sknE|BmF@5XoF>eBaw3=4<{>t|MEDqSZ(Snk?O;o(_I0M>;4+S1I>fhgH{zh zmFg?~&*PzcU1Y){A(wvUp;z9rK3jd5>k}oRwo~g*!WKGc6hfgF#E{@OY)U!rSmbVk z(Uw-W4Vd}P{g|qLDTBF0_YVwM|0y$0F~3MsXSJGbcy+m^gjs6GTnR@KQdo}_YWFyn z7QQTm@J{TUEG+%jL~P9TsNR;MZ1R>need?FdY$jh8}V>KZd7i9j9~%0iWVeG_SVBU zBFH`#ZS4otNt`JbA9PRkW2Z+i@dsEwY8s91mwyRFrQ6+B2oT33B!?`n7v;i!zG09D zgK4=u7|i**)9{y4sCi3lx z#UC1caeP-?Jo)t05B$Aaab1w~61Pqid_;1o^0@#!#pGm%h|1g87^a?heuSv5uAX4J zhEy~SjML555THh+5_BDJ)-&aV%tZYas0d3`irI2@tJhGy)b{a_bZ~IU@)+PtVO3g9 z);DVOur26q@>*YR%uY&r@ZtrdU2gEPl|?%kKn~K%%1ZU&!w*SGPYLdwSk%@Kxpzho zH1N~HOzNB&unB>o=_>+=@4P?HLdeCvkKEcE{QR$}IUl-D+ot+AC7TJ+W9K0%nluf! zg9l&u#E>&6TUy@HRXoc#9PXb4CbfFf$BDXTu0{h>Rlo(>;Xf1k2?B zIFSVO9c#JWz63zqd2@Fc+?;B{}z`*i${Q|0+N@=AGK8(8vHt;hD{zKVvsjLbCdw&y^YOH^d zhMceS+`M`7-{@z&M1|wqU)2+_`6)L@l9`HD;iO~;jRh(t@sr9n#)pY9i;H-P2t;&? zJk1L|J+0l$dNXXqQo=YZ8(M!ki5vrSRO4^zxQ*Com2ttaM3n+E* zwzDMi6;*eDri~3(e}Df_hC~8%Sh^d1T4oIY_op1m-Y&$!5dln06l7)rM;p&sv{S@t z#UKXHOihP~*n&F1NsLCoUjF)`mYkeC+U)B#B3fKrEN(vx^ zz0b+nktwu36$ov+Y*g{zC@%8L4Z_&pXCM z7imMo_ePYKD%*!v8`p;R&KuXdWY*IBKZRmky8fOY!BUPFLNn)kRNmI$6J?q!4Mx;D zS*<)88@%{qGFqrzdugPaPskwS!DVc0JR5v62cpzyleZJMZjPw~!QOvKXjhkVPT-CV zwxrq^FYaDVwJ_H%Kemt@tPymRTJ}3!AB)Y)yVG`tVuC1M?x|cKRfay_D8>V3#nc*b zv<%!PsxZ?P>!P)?Whc-xt~Kr zX|_Imw7T?zclUN~&ASBPXG%(tDL8&1ARE$H4TGe~&;%UI?{{~6vJJTO*@@Cs6!qlx z^hC7u@Z^X{&{{2MIK;lRFoI7HO{T(;2+{T{!uCtt(92gV7fkA^Y4@kUJFIGY)cBj# zBL#ODl;*cqmc6>ZJuQ@~DI7|rEp{L!Bb%QM0m2ursdjQoufj0>PXB$s%qs}-+b`CV$fFT?%hJW zT4N}@yT8H=misq1G{zsT7564y6qCy+DV}uNFGNntci|--VVc!yD253( z64T2jh33u;92R`E|L1)pD8Ee0DZ_SK(3Jc8`-j`eNwm@0a5f1!xy||E`r+;ZTNt)n z@khe~j<-nekK`!$FURxr_4VCpb8dMx^W6aii{DM&n;S~hY}J8M@~3xN4qi8g9#0n* z@pGd(UfvtT&x#`+%k<)?^DK1)!^qZXyBI!nf9?(OYSc_>;&(8 zE0tmO2e`N$pIylW=@)h4OS|>~T=xbANgFZO!DMbuPCl(Zb^z-Ck{D>k5zQ4a`^jU=K%#W1-_mxzgMC`*!(F8-iLaD9UNou*AnKWu{8?OHzu%DLCCU;i5`qN+^x z)x@EUjpWlW6mgys0Xz2C$mlkJPF8=Zvy~6)e>*Z2^1}o}x9Yu1{mX#$+&rB1q-y(J z|9w0vO4eJ8_nUV638R!G4rNgj3#rW2?u%I}Za81q7rous-u`@2}LgDKB`ch=D zN*e`Zn$^O_)XiOYXGt_hM(nrghYwoPbJg7~!o%`3Il+ITkeRMxt=}fi?3697zpQ)9 zCtb)S#PxMf%&>N3bXZ^_ss!OuJO6%N802$vbx=s9&GAw`Z>|igRt{<*39YT3UEZwB zOlgRZhe>SjR~QNLi3-^JZi}fb`_9=K?8q{^_p+euUbKyVX+c?Z$EYixJJ3Bqo_JoEl9FbIc#ckc^KgIz{NW2Eab6 z`^yY`;Q&wqIf0b3k(|LFLc)yqjP!QHMYfvo_p9qg2pK9S7-__U-`DjCauU(rpFcBB zlDn6-p*N`aT{5CM)or>7(cyCi2_&K6;V|jl%}Q zyZetnYDvq{0UvlS=@LP2F4FlezbDz}Y@;-INmvd^PEnMfW<65Ne)-&{KJ(;Z0v-3^ z)g{!_BVGm*PlE__oZv_2JkpG`9UQW~IL@fwt%-{hF8;yxLyrXNtRn?J^?Ns^`&F8$1=0SMNTJkrO*p$v7A2njU9Mjkx^Xs~jcT~7IV370lR{<+jInw@Dbc2w{}aJ(n^Vlz&o`po ziHOY1Gl$)lmp&cRAI?CmjUky0f7*c8Tj(O{;Y9B3Hee zL5I}IyV*G@wn7w)vjx`9VejaDDu!lZBez0}~J z@7YlSJEr>I&K|9-q~$@aqm0>+g>OmT7Z;<}Qj)CRIZgi-Jl^w(Pu;jlZH2q<)}F5R zkn>?0#MFpbzc4MDgWe2(x79A>;q){&zL2rCvX^T`{mA_uB}6)uD7O2l1C+2>0TkpP zfQ3z_npy{x5K<|68K+*|qR*^hd+?y}q(mp1=8sn8=4hw0r(qk_j#B?1)Yg;LujBCc z@eT!BkmW#M@~89T_q$1?#3Bh60EaP#TXy09n;aR!4EBZ9&x@h)-CC#%wV?_HCUqSd z65N8X9~}i;Y}Yq#*C9`jCM^JBj`s0f;ROJ8?-w=L={=EAtx=`ff%(^hgJlPZ0Wr_3 z7xjt(9W`16boUZN$2NlHx^*u;Z*V4`FwxUZ)PVFr&kFM6u2Utu%iwY6kexrMsc4l-`u=^e4?foTE0w_JKo=uaJ6U(+0>~?gAthK$ac|iOD@sMJHaJ zq}-Npr2X5QXa{P$@p6;Y1fiz54>ga+HYY3BTF}E^LowG_pb`{qQ467%Y*5}oL~QzQ z2m#!Wkb+Uw!GRB3{JFIr(b4eeaDA`aVtdi;!1Mm^qGn1D9DY*n9K5UWZ~khpH}&Ma z(G<10F##==yLud=XzGqLl;uz-6L@trFj8sm;z;N^YaeiI?uVnJFd?7%@uk5FDOYE} zKh!9nt5yq+b!UBoY0wZ5W>_r&I7(?@zI7>{M@xj94DI8jc0K*Tx0n|ZsoN?}?rtlD z&wQqoqpu?qEl}C=0hH(2zklm}`0yc3+~Fn`1Z}@OAj2l9ppHY8lvdzcf?Q_2(ju3H zhTDBL#n7XhLTb@n+OM@sco;ipP%}jW%r_!3a=O`9cpF*2_9a1RIYGG1a-}b6HWYKE zKKpPR-^1^Gin?Q{eqcl@Jl~|go6W??KA=unc_^#)=i4jc%W#IS?S+Ne>*a)jQa!t2 z@lr57@zOk{b9;+ZB)pfLq27K;u9jL?JQGpIsG}{h+c^5f6SEYnExZNxQ>HXiDpN^A zb*0C+H9!KrHe$Ef5e~t}$9JE2ZnzH+T|?OlyOEq6BtQecJ5PT|5irEvo3scOwd%s} z>h4xZRSZ5~^l8TCw-8ZL(Uz-YWXt(RskqBb^2JVbWybKR(zov=mc|#TA_``|e+0y? z_3KA)LAVA~#<=^_)p>d}OS4ZWs80Y3LN#gO7Q>7D4j?~(=j9?n+8NjKm}ViD$Dd=4X5p^XGGh9LT2{OB zt)^g|zPljneiwiPn-UYw7JT>=P+`M0wu23zP%YLkqD=jCB=&|?Ap;B#YTZLjCu}}6 zQ|okgzFDb|aNonjq?2&ekHl}q%9-EvQS5J0ekj;HPBrCoCKA^+C?RL1VMLF)%m z8v!e8neoS9PfySEUoC%qg-X9T#`BRL;-A1=C_zn)pV`FlfBdMOP9JK_ZkBERQv0ey zZb#&VM=Q)CRD$fGYQAGDFu%i{xy)}@fn;IVR~K;iCFM_o#<(2-_G<*!)@K``>+9=5 zUZ3+F)=(a-X-R0&#Wzh*~E8YYgmWXrO z^a!2S{@Sc5)S@QjiW8}<`%c@6UC@H^1OPeL_A%iLAxuqPPZMj$wPH;^zd)u`;?4sr z`1R|Txl^nG4qFZia$bGt1;53RHs5~mgAKqrjUg0__N)_0#3bPf!jcN%)zzr#GC?T* z^!H*u^m3wH;IpDdOLR!#WsOtHBkW;vwrm|r75m&$)0#hcNNtI3YtP~6yCuH z&7r^1(Xfc%?ikWg^#K?ZeepU0fJ}4E2=4?s*gwOi%7F1=JVZvi`Tb197N@)|sWZ}N zT*6gNH3*y-wi-e7XCuW_KN*SuB`Y;aZpY2# zSLssw{81c9I4C$TS!_bSKZ_iF0>!xX-GK9W8_>OBaU%7gr}b<0=HQTs#m&p*;|ni0 zL8zV`DF1LlW|((k*IgSa$f}Tu7(a3PrEHSqZ!*^e`xiWP8!F{~9R$B`H%JHXc&w^Q z3%SyH7&DFdo9Q-mRg)dmH!RuRvA;j>Wa2{4T$cUR5x05n5Vy|0x>9^-v$A_@8g(VC z_wn0}-uSP%+e>_q^CVD`ow!Z#!%sN{hiF56ni0#10Y|i!JyKE8>1Sbp*f6k5P44)c z*gaEQSY*O%_H}ASM#hRbzSKqn~yPtm-95k`#GQwnS|$ zmX}**RFn8q-doa1%mqscnmNAC!JM@3?R6LWirjC%>PY||4Oop$vbSbzOpLXDe;B`& zG2PkO831B#u&}&UQ8S{_Xve)$g%uiq-tg!I0iYM)yN7R*lhb7M&+pS(EW4+DUd#fX zn*FxSO>XT7*Ey~DuLpA`sx1I;rS71?EpSv*R}T#N>2W7`ma`F4F5<(1oL~i2&?IbQQ%Bm;a&Lt(kVlvej&Cy77{g6?);} z;TvZcL}2GFfy){)DWVKIi1*(rDb-rC&O{tuPfIX83wj1hJDm0uaW*fPpRA z-%Yi3GPJv%(#)g+dfSK9yMIYZwWd?6MBteU zeje?`izCC+MZE2s930o0IHSET3$DtRsy%J-|D_2?Kn3yn1fzOc zLHN>&=K^Hu7s$V_rb3T2q4n81@bh1*5de>=a`S7b3!=f?ylo#7(K(L)=1tTsfyHS% zZ8I%IC;k82DG2JRUhrxgEAayPhWY={W|^ibb(y6HI@ zN3AE67jmBWg#+5Cz}1r+a&}}0rDdkUn`_R@NtE?&nbSzxFl^gU5WCsr6%MN9#6%{d z_AA%`M||8V9>IOK@18|`Atr52Cw~(WM+K=Fn*m49&Xq4y#~flJG&L-zME-$8n|yxK zZZ$22c2igFnFMwYLL>Y@ilgh$#~BF=fZ&`ThEExJQt#VUSHqq@(xH6A=0>OLGEbf; zZ@qy}M<3W6&B4L*2{$jXzfXi+M1FP_bEprkEDrP?LxWm4CR*(>9Ra&m0EYyLx!P?z z4+E7=R~~YE+u(IvmNaRYBA4*U(2)S!`8~ey5hbbmi(`q>(63)x|HvmX-j%+M1r(~D za{4XepieX1x{~=&3m*Ves|Pt`2h`W+Qf$VvmWv4LXpsIlp{bUuc1%x$r=5`&DiwUu zWt*Cw)2_}IO+cn~Py0V+_#bBtTpLn0)os{@?gaqyQbinbrMPzf!%~yUsE!ESh7)u9 zi2>)2eweE&*jv8a_c)fFXd%I2w&_d!se@(i_|RB~KZ0X_ea}|;&jmfCNk~SkKChE7 zE6qEz)LRqC@8dhq+F!eX4Y&z5;C+g1OaRrNi^*~(ubmb*BO_JHXKlRsA;EAFn=K>s z)Jp%}PVFK-aEz*#N<_>hBz^PAfkLHD^3m}^$W&=w7 zFB{hui*hYbTzBhqRrC4zAb&j4(@~Md*1HSe9jfdS(~({i&o3fA$1&%0TN&U_7QZai z$qH$jHeL%SS_JT~Mj%*;Jcv;OfFw?YMXC;lSy$yk4|gjYLpjt1L~dkAO0c^h+QXe5 zy~r@8t+9&atK{O)LxSg62Og(Qyng!hg4Lvs9FRr|4E6J*I5_i8xsO~{y)sfd`}+&I z-i(o;QJwISj5%+?LF7GJY8gc^wPy~+>nX&fB`xq?CbzUrGNCX@mzFU}YKt2{J%Nj? zg|1pbxV1!@H@9ZjCko@^n576hUO1k(!q4l$yv~mRfr2`2J;`{y&Ec`d!2yW)g*KQ* zv~B0##LSzTGBWe7*`OTPSN#?Z;+x2`M~_zDpBy7mcqN9yz{mr)Y4-1~Hb=j?jRV5Q zqEvu*nW@9|z1MN$55d?*hqK>jHoJ{jh(zb{=t|b_HWnRJRmCyqHhHs4++y|b!SAYd zTIwXS0s;ya71jK@r;svRQZlOxA7VgASMFl2?F@K))^XRe{+pO!@7>lt3$;>LBrbF>~3f;0$XNo7j zo}zX2#b2oAOFn^=srhV)sB~CaU9b)gMxHE4)$g{9jSJ8u(ey5b{d~LBcCok=%Pu`N zKHsuT3b!@2`dn|q%W*J53vr6iVy1xzxSkOfp0EoH9%=xZ+AxEA*%ucNF|b%#A=cdy zA75olMt&OtAdY|)HC0D3uumN|TBibhqOBCGVDXo!!j`%PPRL*P#jkoP!(p&r6Hb+# zk9pE3&H$F+AKutF@A^5e?=!F`-05l9zPgsyYH$1XjJ$dMPTS*k4!vL?%h?S~WZnC% z>HbS?(I@lXUqbRQv*wmLW$L6zeMs4o;9zp_t7b%<+bTdLH}82~0FefHEQg+gv!p&p zp_!aM51`%=@||w&(a;efm}$k{i3c9&o}Lav)?eYxCn|OQd<#?Ci=&>mPmg;>d&~B< z+CmWY4U^rDumxpN4yh7mYx_@p+_OT6QDoy>;mL?=r73cxW)UHU*#4}-&et!uO_MaB zteofX*{~%B6|Qp7hmr?fpY5G*{%4B7<|U?b6u<%FFFE)Nho$F4FIws+YNTVJ3ty}rHe%a0bNR_ zYg0c{k(cV93W-)CNv7Gr-SDL+s*Z&n_u;{&3vD7+xZfRKZUpA|=1e2hRr8zvSFZHc zdm;El)aj342q*<272S;K0MUu1v}Qd=6d*RXwn^{bcK~qzwumJ}z_23Ud-IQ=QB@d_ znLz;2r{vyAKwss(X#f1kCpwWO33HIRo*WZ!`u?KXKAwiz`B?n?Z~4Lpfq z3lXXPshaOI-Ar##E{4eo#mrqkIJrcNc;wfca4#$AtgQLEJQcWj512HqR3Wp5<<|mn ziHSuod*8Jfo6{3af$|&FHK6oCqK%$Cqn&H^wHwZofefWXW5F)yp5pzRYnB4CGJiCR zRbSlKeQdV`}~xqxEx4W>Rwg0;L@Ah56I4i$h~28aZQMO7W;w$ zg1NqMGY>v`j+Jzb7wa=fI^V|DbUxW6!|>DT;%ex{c4pv+<5M?V4$iKHu}VV`eu$lVFd{1lCD|B zo5qS5L)8`4k`$cLZJ)7XeV&}4gU48v2hctCyp@{obE<6hQEuN&6MYFN^#jv7=V=e+ zc8kWjWgjqKi=2;N4q)N9I61%mMguYH)-=4=bLcuthX)7*Q-mg# zT2J!6^=UD;?{ztzed5rg0M6*%2+}RKmlgWieMVeg_521NH3!G@FW@;?xM<>HyQ&R_ zU}ThZCcgjo=iA3xT3GHYXAKUAr%So9Dg++m=K+|-1_rCK|HUyPs)V_Oy4Gjz%rzT! z8#AZRnx;wrnr%bt=&Ng~2F1<+OuZO@Jh9|B361f70gJ2U64Qkd5*1 zqfKqy#jRUBQyFOcE5VwE7mKM0%nu>I7ehW@! ze1%!_hs?}Dpm@FS?q0Q)7EiO#i68M5c+w#)ja*!5pYyKjqiLuY zk~7HwI=;75WgVS<4txhJrK&JIj#+5}r>sCB>^krJI5`G)HVEF88>d7 zP~-<62VK81EenqK-#DS6Q?=Qt#6|c#_=VYxOg&` z7J6CnV(~&waUQ-KuVCl!IQ(AfOkq>6(jGGJ8XY&T3UIdp$lbepqbhq7hK1ro=#fn8 z-y9t3Kz;`Z1T8J{Ss$j^(Dp`5KM$(TfGD9aNe`$gi=)4MUD|0z5CGd7y6jL0Y?0*#hq&U&jlx_TB7eqX6N1-qr(sRr2#v*%D=o8*Shko+i`W)< zw|WpYIk19oHflCE6pp!j__Ung&~3Ohm(l|A9!*jPwkx40mW#U!6bRFHDh|cQcjaGk z(9#7o+j8iA#5OvdrmffjqIIMAiK(*>S-LpM>(?!FV${Wa*og!^xjF}V_-JkE`c?BP z-RZd#4Y3*k48WE52*S5a-LY(4Ab;@>lbVGrgu2xw(NJT6evD)JtFxs23@woBzNnY9 zwYokMK3(U5Dm_uX1awSX92I;z&sLKLH&aTgIf|SCcdXFCDlSe*AFS&BD@msBE>6mp zUmsRE(VK?Iv>Y?q*ac!ukpjDVAsw(tN|qtVMW5}VtPZ)|sOFsr7CEhbd+L3*|E_nr z#_D8i5w~oKp{I~;naIJ^%;jGk%WT*|U&hT*-h0sjXzg|k#e)YTfs$FFKyMN0NbvfU z47-d@8N=6_)XqWG%gXjNTPNcgx-Q&Gc^LaJ%NhvBl&_|mo;46yvHW|u?l|vSF$G)WGyI0^b`?WM>M^od0t%Q6R@mFc+$+H zRqXN@c>o;IB?y`lujP;}1bqzvq((M&OPKXcnL!P}7L0$isS?nXPVcwd`oG7zR|EUi zlmdd}LJb{{wad8R&}+t;QJ)eidDKUp2wlZ+B36;l?(2H`{HP@L zJJ2yu=p=ppjP0RO?}0_G*fgxMo*rnzpX68F$nnEHKNPLSGZS*F*He85XdEz*lyAJ! zXf5Ca^rfm=+z+Six*J~2Xc}SDcQB8ybhn9t-9=J$73C^}^v&q->ZDtZzO%-bpPp0i zBle{9i6+F0cDGxEkbt_OE+tcjMn{gq+@Ih8ja@~V+t`hk5dvaoH%eVahq@%E-#tJE zu`Q`D2Ah+u62uOLAA7)){=(o7vSr=-?~3@>Oh4#x1(0pzN8K3Th3EVBNg4kwc!|~{ z;_r?GBl37|EjULT=@Gv$=k(;Pt2JZ>q!qBG)OzRU5P6W|^`(SU3uQ=X}p>h2J3 zfn>{dBi)>gjPhmqAR4wm0@o=#a1y&PxzcC+292`#e-a7;VaNeMRwqq?vb= z-9qU#(99OhyA}YiwdZdC3)i)srBF*WL5-R6bX!XQe!!_aP}U*KY4=^gw+c6|+ywN1 z0tD#5*5_O0K*qcFK~rdH!qB382SprKdfVeVChKUCI3~}iiYNj~ndRM)LS!t!?#V#A zCDNM^$4rz-Vf_-Zw~HR>=E=RED)dATx3Zm*MXqa5Smi-@y$SzvW{CpidcT(qi+Dq@ zKs@NFsB#$N#y;0PX#dBC>$~KY`^SvDQ-s5}iHS=uTM$;bR_-n93`6Dw#)DdJpEaMG zsjXnijt`>POtI$;3mGW*UJ`*rW0ynHeqCZ^l~iJ|4diA@xp8sCkdVuLb*!>=%STQj z;Ls8**~A<(#?}~SBo%lo+2(;e?o{N^6ZbzFedZL=4BUq}Q(HG^DLUg(PM&|#{UiKM zK0gcnlF+yRO7`16;DoxTg(xQ+ox{$C*V{bJD` z0_0&Sa=R@wVQ=1$b8vE&Hp^W1n~|O&?}R2W98gp^?YLdttP8RVz!M-PhI-=Sy&Up> z@`fZ5X9=~L?R}?AR8>5Dln~W6x0Iq!lQeTrezxpJ2mr1V_de=&?Y4JEk?bL)xbGbA zxNMNc#AbdF1Hsh!)AQEM1MHfb1|Lm;7N}vx3+IvL#G;&l*VtNQw;j_ao9Ss<1Bb`I ze$62uPUmB35dddRmLDoxT)wanyQqpC}z)Lc7GDEOdwfyq3!W!5U&hN3Y z>9$}wo@}q1$2Cd|sF7Tt9OnXB%Za(Hmj;{j_kRQ;tP@*9yWTOpmn6`rIZ?1E;>kaZ z?eWxte4mBAv)ni5op!1aFcYH+D&r!f;c^*0UKrhBhXx69c)WT2+H#B=&bv~-V2NPt z8+BY0O3!d!#PcUMS8flgF-(dn9Ut68MtUA;8R9ct+cczFxDRVtZ zN8SD@(}^zD2G(_cROQ82W=c|O2oQB{-W_3X!kM~g5cY&YE}K5lyS(6tSUVwk=7Qr6 zG^JWO^6C8_dElOFIw1Y-1|!h|9DMw{cNOorpEWXK2tAtbY|9y4@aJRj4dVT0S#1K& z^v*NQ+i8BO)cfBQ4DJaUsrosJR`@oCw^gfjnh@vPILEzpi!Ng`iy4S?4#|bgNJ|aU zpES76g_p+C++3UwT>4~kM|@mvn|`-+KX+lGLqMeiTcRGU^aouXO$wT~qyd&`dQ5IA z|MABS*J07pYPY;gaia^;%PUIS{Ov&blD8zm{lN&1cQh`$7FGWwd1rCniAb+Mw)c{d zekma+$nm_y8fd=7TcZJ!`ubLtb2>>h=ve86WJpBDvPqI@M?|#Dcc@-~ z9B{V1>YC{x<(q+Fd=lv1?JBz@|BC+hJ4Zs$S?1ft(=!|%T@7;=0VHH(?3{S>0fS|{ z!w899uXWr+C07GFxo0gMZsUC;yN;+Mh|yD^+yq@icY#uPzBMqgSqAg%VOzKXhMw-N zc!AN2d4eM$++ONy|4n`|GPx}rTY}Gt5?PH1>-S-gh>0a?@eSoEn3P0xCuJrCZ;-g* zett|umrF-2^MI6e=(6+G-$ejt4|76-&(rQqHNvljj))`<(9IeC5|9_4e!O9T^78U7 zu6)$x2HkHa+A`b{I}|JYG5y+~Ed}!5MZlz(mnLsz1cz>ib4$l?-M8$iuJ7KCh}bS1 zz9XqGH41}D5T+{H;941R+GB33ipRd^f{(>_)hF*=Uq4HT%d*rd;=6^Owi5}K%?cu;aM~_+@2N#^1o%f~rdr&*pva8}4cI z;<|eRQSSq8%>CI~e$~?H7WzPx8$X6i`Ik9wfAl{e_Zj*d$Xgod#gS&qzdVJ{w1*k{ zUQnt9mejFuaKzrA#cvJh98u~9Qq3w+WP(KzM?PARv49uNK=~<1A@Xp!oy$H|P~3XH(2-Xpja1 zh4qDYCAs4ZeOJ&F0;H#@petqh?_UO>O(`g-Z8&l0ZidAscG%mC?=AKwqcY7U4cVi{ zW77^6=|h%hR*7Tc3U5r$CP(qjIz(6{`sV$z^c-q3wA^pCq>@Z9@{me9iv!)#Tp~Aw zT4}FO@#aIAfHbzi_WH_A-}L;g)G>mdcAo&u#CL1zK?2=9$T!1ER?v-?pT8v_Kb!Xe z4|KHp_f$?6YBK@$bf*z3_Q_e>X+i5?1<>GN_JBPAYNfw5gF))KYk45 zC}aY4X(|ww>@7x88FZ!xgqPxfQgCpUY8@7A`SwkmjnpTsnYfEF`RG)lqU{I0Wb-<~ z8%Kihr%#ftxM#lyLuBPCe0Xdwap4saU*-z!s@x5azH6)IM|9i=II+GYY*soh0ctWj z7X+UUJzY&@m%GTd04jyjI>*UhcX}S3Ng!w3QpMH3VP}7dLl+5U9(uxj~1Y z9{|n#K^Ty1q1<+G36Zb(=p}wi9 zDS@2{;yQ%r;99cOm5FlZ#LvNex}|BkW^t0Ti^<<@!o`wHwN9ip@oqY7>G72&qNU@# z4V2#fPfC@qDDAdL!VA#ldq?{A!?zLbn3#(lsM=SWYNhPC2k|0PukB%T7;BdHuX>$>fV>pL+o76L^&pb4+8jS#D@6abDpZ)sfldwiUaV{#^v;6rBXa_~7jIv~EhqfIDY1lRIW-OhTxw`7Cb*I< zQBZ9$91^PEh?0uw`vkLf@1z`q`faS;m}D_MtJ-=xhG$gP7{;+|mXrjfBLLF7T);dC zlHZ!f6K=DQi4ksqv|(5s(c~Qax)XK6h5%*t140Ic6B-&Cf6zHhC5?LIwL6~;jAFFL zRudT1FlVBCmqStZPoUQLpN@imVcV-6pMZ`@d(lVp8^Anf$kzJowMlN1&qZE7cI&!RdrvAQ^cVJz*k z_;firmeuz6VGsJSNpqKQyR#47*>#|&!}M=*8Vg?*RW<+SS`JLv4DKS3KbLOR4l7}T zMz%rw^cXnL02=En$_>$Y)E7@Cud8rGn<#(KM-q7T^;12?pEhS#DQ0^*!v<0url>!a z=}VPg!bIZiad4L2*Z-i+a}9tBUe)t4W(S2EQ!{_q8>zetK)HyBMbLt1d+hADL;%Wl z_{pA`Z#rWH9#NM|eLAahQU;JyhmnzyrHk3VUb_ZZV#8)dvwSKRp6cp)i3|~xmCc~L z_oB*mPWC1Z4IgMFheF}MMgK>UPYq1)qLNey)K){CAe_XMl?jf32HShR;0sh#`WS@?IS9d{gKc(tYCyB(@tl&NCL@$$q!RDo+s7CS|Ozd|djd zYdI%-8%p@$!yN%K^FWH3S}1Zb_$VbNwg3j4v^0=hVcXqCu7Id19xDb~%MCrizJb?3 z4+vB;k2$TOP(Wc40H9Xvu><5f2=H_0%Z-WBY0&=l|H6!dW=+W;D;^OAsW>M9>i@)^ zeMGE#-DF@eUSGadp$zqET2kj4QKTOvq%RrdC+^)-W$(Y0S6pI#rAG&z3jlVQtuPfL0#9d zOw|ch6@l{DCgQcRFJDvv^Vxj6g!cWo^!lkqQn<;ZUpkL4ZO(V$gIEkzrfkn0N(AIv zOQ{x%0|M+^J!M?1(4Y97hUQNb^Tx@6H=iswQ3nvG{7GbFWHs_6_`-FrsoMI-YtDf3 za+7*7Fz^?3&iyHd=8sKHnL%rR0k{s4KbiFeJ&)0#;UO0Uu55rex1BDNjZDfhQx4RUWvu~0Tp-a6< z?zcK~losnlxGxLlT~N{wYsJ(G0K%8_;pS8u%Qcz}uxz}Tw9SPD+DzBqJA_uUg#sH;f&$XzrApyTVQCWc+S9DEHKQVkk%ruC)o@gEwOyj*5HcGod915W< zl3^P$?TF_lrn3vEHRj;xEM?wZqeGrgeqN-b8Cy)S|6Z+26SkfN>L<1UA07|mI7yYsv3Z8vNvdHd%#a1 z$Y0=Anzv?P&mmBNUIS$t9;x`G&BUK*(<~C>(hh2J&1(t={X4}}S%=BfsCy+6_z$xh zc6aYJW?D{oR-p)>?fWb7H;@hs@9V*{K`H!vv!r&Ga}i7nfMRQ@E3+p^<_ zY~x3ebcq3FBKF5O08am8v&*6ubXDAY@wm`}0hu_)!u1|I~KYQCV(XyC78{>>K#@T=9*ot?o`@YwjbIoi1F1$R|H>)_a z1oZdD#Fm;dAI7W`s;W`i&r6rmeP(Q{StlhCLTzsD+S;sj|LpeCt!m70Au}w))3wxB z8V||~EGWazm^7IeFl3TRS+qrYBL(WOpfOk?Te5v^SFzsWIou+y$ z+O5NhTW$;sb^>957x9W|F>IcO4?0iNet(FV8Xpqf#{!Af{>owmLR7@>j6kC?K)&hs z_-6710aj9)m|2SJ#Iq@D{?g@77pa!d7-YN{{I=H3vq1#YwmE}Wpq{NMM`(T4IB6@0-Klg-^_?D0w;Zy9S+%5Rx^}<VNR8+WXXkHir%)xL;5#&`*RmMvU{ybYA>a^woaTM|f8Q}(pf)2YPDCzezeiF}2 zt{!T@M&F0uJKub7FemkM7cd|T7~eas`QL=!`}Cszl<@Ooe>|>xB7vo5Qt6`he{!}4 zl#xfmfFnJzK+W@>nzZ%!$a=yaB+_W@qrS;d%FXCQW_|i&EeWs(zN{=zw^d9sZk_>^ zlGf`|(H6mS@St!6ojtSo zd5KBfg4 zkqgb;O<9aKzfz?@@}|vX@}><{DhUT;Gk|;j}}~dd&YI8;C@PLaBYF*@?H{#31%y#=h9W zOL4f8;vDC$;{{ceLA@S9C)RYlqe}Sjq$3`x5T|(E^*TsgIj-4~B*QT4;@(B~Jmh!6 zYCU8@kzXe#wp@}OuE9oQpxd+?y?^~~ykw6Di)`?mV(Hg$M^A`R8TiyxqH@TOjuEDU zRd)Jh7}?4KpNv$W8g^ZS)>(KtzrHAC@7!^@Wtj^>KLjaIg$BVx|3vq;GE;R_H9o(h zuXCZ4wA1q0U5p^V2~7S*3XBMGGE(%G?yce}ivpXI8?w^IKCP|XcC=812$ieRIZd;g zp3GyeKd}VWQ>bcY~FR^`+K7;Gq zCS#XDmC1PHfYU!*Uy;k;g5o!^-Rf_~H|AGnA3tWnx5ECg-$-lyhvUk_guZ3$uRq9$ zNpi*}ZQFZ;IkdaDw~53O&Vv=?4`>Fme%5o3<~;2t^amabiZG`K`Ves(rjS)vT4R%Q z({qC*l%+hrNJJiAeDj`EtuKM(4RPtGvZ6Qt=wF$AYjt49MMA<=%--JV4^`DG4W~W$ zlnilK~43}So@oi@ap>{I!%BtDGAyD@|v<(|>C0S+Y zKG-aO{_k=8Y))j%5!`6rB_Fv{Sz*E%_xzYAx7o>{c|OIeOT|IbZuyKsx}qdFuAC6MPcX$WGx{bxH$$#9iKAkE& zs-4nt>Glh3X>^oWJ?(ncWw@VvC=5%4tot?gbl#(G0n;9X)}inD+R156P5zG)6UiR` z`*`iTFI>=yV*^DD^xJc{64nh2iJuC4{PZunc>I*&^XY>qFIo&4^^xlUd&}G5t}+Q@ z<=9=XH05(>z3;z1vAKHPx_{w&nbg0IM|ab>n%pGezg`^v=pgY6&mns(5V6}fn zdqu$JuAzO$RgJ2?m=xBL;#=X=I3s%6&~b(F%@pURuei=BkT%ABa6_VUxrT+`dr|!se9CXs+U7mG4?_IKsNG(>$Ck@VW2+ z$QYF(s>*^2wNj~w&O|UB9d$`u^Ve;aqABEB1{E|YT?La}MR)#|m?rK^u$e66*P5tj z69-e*Hq^a@sFMjKS0&_qzPOSYH1$6+=uQ89X9t8%Ko1K+%V-xX#)74TWAk;<50%;* z7gXrg$sk>t zV>2Mim_?R%7j^gVa}vQhKax`uz3a~CMmKP3j7T?}vQnuX`TLv<@B|mk$JR_)1PdUX z#)QlqSGvvFFF?#0H5y_^~N-r zB2UgUccOds6lfpmSjKhGZlMPM44_>^{beedkuPb09}(Plg_u}1KO3-i7cwyL8bYh$ zvLfcrTwM($j+a57h&EiK^4W=h`0`S`?%?7vi61R#Gg91Q>*CH0ZJ|m8wYIbp3fzYg z@~yy)SrX6Q20#MY@6f{}1vzGe#MNlU_6hr=5xh{p!6&BIgseWfuSXe|o@hWXH}1-N znFTk&6w~;qey?Tjo=GkQCtp*c8`sr!zc~?;S^I|7Oc9l;mPtKFvF|QH!$$BmS`@gS z`*IhiX2RD)3+J6DziM=V*E3%)EcLKD`()}Zlge^;Uz$ImOG_MghJtjgqD(+iw_dCyg%F-N;X z_0~-5f)N$@Yt_CbvGozSBdEXc1avhRbazH=hq+JvW;A!l8eGBouuq>?Kb8#l7Lh30 zFoe#c%D3i6Jcc$YlTc*VMux$5MSQ|g-cBn{Q;2%_nu}ua5SL^V|B=#)6tOy-!(1%neHk%e$|}!M;;Yn=z&X^jAhD-m#M`M)wz~A zA=X(&Dj9+10@|0`MsSIIn&Q`_%eY&!Xqt!zuJhO1SrTp}*t*bJc<`1{LL>IckKbIf_-D&T3B7~$+zbQ@h%9G|^Az{+(k{9#gkhlY}xSaElBsqE`SXod4c zKj#OU{MCxja*AYVma^-QD;G`IH_E%F?#I_g3ty?csTjc9Jkd>h^TYGTHi_IfSz56R z;?t%q;{>or*7`K6yi1sJx(ok?x{jBs1Bv|cc_>@Vy2;2WT_)?ji+G%O<6#<>AurT< zI`78u_)K^$*(A4RmdWHzmPf0)uAsL4z-a4Z{EU+rm}uQIt{76YkWqMj0Xx&(+G%{y zMk@J;zpP*)iQjpmkGvrtz-dEAP$*KDJ62?x$ zrmu7^Z|zp}82vhsVV|i^d7-|I+9o6P(VS%D^{}({0DnElZKf3I(oxd@%s|7+F;*5< zgZ+Xb_HK=iZz8K24Xz?So9D^hn#rt=t+?8fU zc&FD-)s+9L0ZzVLNG#otLsmaA56PG|xaxM)Bk+?qh9R#bS%Y`sTs739q{6mi0Z3el?>Q zKQncgs{2m*UNGLP>sfoAmv*JlLECnCO|PXke>b7jnGpF(x&PRaI?#JwS$ZSAyVN`F zlegq4*@-v5naxshVkFOOAr98wMj%$;07C_4{-27>$5Z?-W!J>vt&w?Gvu0 zwI@wkCDb@`A}_&kToN7(k=t7jl6`ZsnV^I1^_8emzk;8-A%r2H2X#B<8$^4OeQM=$ zYGQu-8azxD4#iUP@rBbCU)rC?h&GU;M21a^&pqEDZCCa`v-w=f$(_l*R^3scz&2Cq zcN`g*qj1e2$j^rGX@JMP^yrb{810V)4+!HEOL!%o=skGsQzByaV7Ibcpv8A$sf62x zeoSTzi<)vhoSF09MpeDKtN}JXDm?}k1{vu!Npo?Q4}Kq(wi}6?(VDRd@R{zl3)50u zd#Isu&F?^5RQvdPI{Rq=sVfe@^;vF9gWFnOn{0%vXaWB^7su_lw_ka_uDo#T92gk+ zrermKyG($d^@B+MY8mt7^$i?PrQlL|4<-d2rmHof@FqQZruF@gZmwpH8HYu+MHV9K zeOhu)L@kZ+f=Sf7cnPKLUx&@X@N~W^u_<$z#Ak8di?CTcz9gk4)>+YE?|iXQQ9XGu zWy3yRkL_#9)9v_t}?loA~ z>-$z$U?rjrx!e|ft=Ly8)RE@8Rx^sOD9%2PIc8-z?^(3+-n*rPgoA#c*4&L8!vf9Y z`A?1>lPBX0y)OcfCzeW?JUda_glLqKTKRMDrHnCt!|s4>bKtLMU4fonYS>~@tx;ryO4Q>PmCk>LA#QHK@==Ml^~?K5Bor^bJk`w>Ot=pY zi)+7aJ%=d*RS+g*+jS2%gusLJEjqHJ6x1F|{hzB9lQC8DEY9&BoUH{fTo%_~7!5z{ zckGw#lr!?&a8Z_>Osssbdt4)nubkyPHCz^E_b59{sZ7~iIg7WStU2=Kww!|nPa&sQ z>?2drW*Acxov{;nJ;6&%(iXDZJ+EDb9nG}jlqt-bv8P4BQ^z%9x7yn4JVt`#%9#?rTq%_T- zT~5lLdJ#%^$2IPz2fVd{momLu=BwZGuftp9oqWh7%AOY07!jZ#yq@u1stfsap zjicVeEXFu`i2XxilB*IL2G@E}Zc9Ya^;SPX@8Bf74PUSzdP=N^gFpIf96bD6g4_u` za;ZYB+gV2U)1`hPDv2-}fh3FUgojFl9BiNpquPUV9ocM)#Ge8j6k3}7rfkiC%!dN% znfou7#b3N&xIFIl83oCLR1iMw&DbpfgHSkgGhZNT(8XfRqHBylI3<&sN}4Z2)0&sG znbclO#?(#7jKlf@gWreHc7ROEn)0a+_c7Yjq=ylsdEKSg&K3>$jcrlr=-K_^9603i z-^-r{9Hhj!kvdDR5-*029~v$P>J@y9)sE?04bw9_OWC&Wogx%JJvtDcKxp>ZIv$9< z@-{VO?(KGuKrD$OuFKoNB4(%?;)&FcB!2O4#rd?=}; z54KNa3I~{~J4xz(9Hgu(o_bP=<(>MaUtFyCVm{<);`tuZ#vRe~})d*yX`_6y9 z1Dl{32n0&OgfvLeHJ}bNq5j}?G#jk*>Ua?)5BB@j^0j!N-0!is+;lkO(+l!ASuL%k zZ1pX`3>xh%|3Ys2W@PwW;Az{@EF_|#WDvkwSX&j=96YS5X<|4ESwAr)#B1Y6EoJrp@1g+9i$a zWD`<(?@uJ!4$Mo%dgS1-*L zMD$`R%^CmX1u;Aotlufjh^@vIqCU=g8W>SMTiqcxF1@oYE+SrwRz{sTyx{Jpx2bju z?|5(0!+ZeIv!3P_u5zzOlJ2qTzI)4;pvl1%<^ppkOgR#{0IWdIV@1pC=QU~$ZA7lz z&gah>_wI^$Zj_dV*tHDqKP9@KXVvm>w`ytc%ZUE~RmzX+Z+qxC@AdHNtcUF#>xQ|a z9Ycx#7+yh*B7-K>-cQ-tWLK{~V?9F!rQzQsyE(7M9YkmPgM`dXhS1Q1^N&A!MD3l^ z+C!fG;bf{5jE4`}NjC+#VnVo9Ea=VSlXcm2bK-K#>x-Ik<(OQEB7M2i9h>=ye!gn9 zsa4n85Y$5CqGL-5@$p&Rp`EgB+1tb$V{xT#*M%nJdZ(1Mrj=~F?0H_)xo(Y*W%g`v6-*kLDIO5 zi`KBk&(rw2-h5rVMZfDrTdSY--EC&A6m{;tvl`cLiO;Ry8!XF(cy#rFUT)kI22D6<@Ib&C#+WCuQh}ovQ5~e{Max zl+{@bdJa|jj=(-3RjL46kjQUC)zma}IPw#EXT)b7~FKTVm(@qVNlhTmxD)JOLfm19mT3LF?xNhFLi6*K+WFRjes_#l4#$(iiucv!-r)Jmn zy?XQ`B?m(H*3*JW6Y{B9L2JTZ{Z&{XArtvUSAzQ3D7ha3K&=sr$BO3o#ZAQl54yRI zziJ6tYEm#2Fof<5u>72oHS96Hdr_567?-GgBx%c-eVC}&7G(D9=V7i5GW8jG<;*eR zR7qw)^!pp(h=X?JggN!VXd$9>@#^AM$7}T?7_gLITliNhXk_OTen{WHMSiAKL{t5s zovr8A9l_9|jG{Zau^P!1*i~^?8iDW6Z!`XErP$|uRUg?1Xp69s)Zp)JZRlIDdU9J1vfRCU*Z%&cyW2xMI#%b{ojxw2?Y+EgqEYJ$ zgATkuLGb&ULN@rZ|>O5CXRif&W-iBQ~&Rr8iQS2%%&RskY7e0St?Q(fd=?*)G@t*QWcZcaP zlzVS18$X(fc0d-!%*v3XrW7MaQW92D%&yR+Tq_UL?mZM*#a0zz!y;^NKg^s=Kk_2u z720b`ZYotde&kn|aEx7&Y2qgWfoNQLL*O%^&aqg_jyRCZLQ)htr-Jl$u2AoG4T(l6xuXzt%Iy-WGPj837y%KlJ`YgryEy$uXY zB%&S4{)1upapQBPm@OOJ70VyK;^>>w_zgTLtlo+kB(|%G11qSUkPi@P}rD<0m%H zJ3#(;FE2dtDrc>KRP@xEbJOC)ho?0p!tNWTZ6dR^U&`KCtY&Ywe&sqcndhovrzDXe zNuwRvnZja7A*aO)rJK||K9)6OgqV>q*C(IRIU@cnLb@@RJEYI!zHj{5E@5MgdCg78x=oa; z*QUC-$o_uH{=G|3%Bd}?;}{OA1HD`7y0j>DJpuxn@mA3s}72q++h#Ht74A#b6#Te zS=n*yLHAp{kolOHr^|``?^(=ZSQDS7NZCH&bZ2s3AV<7|naI|G6Y|D|_=We{DXZ>z zU(t-iMk$2HSD*Blzr3<-xLxjar1za@<)7-%F2wY?FKMSX&Zcz4jy>x2&iPPu-`CtN zI28OgxSE-Y8xc^0;aJ(Y(`L|ufg;))*tBA=xti;ivuPzAERFu#vF6Bochjr-k3zlf zDaYzTUhbai;}=QxTK)seLtiLU-#;KTBPY=-!g*wjH)%-VV3df-A9w1j5Rw}J8!eyI zSUD@hGW!`EL!DSyguHZHTQHv`cR#G#^0@cLHe;@pp*;Mbk>q;>N$&$kmm3{Z8V=Up~UdK5nyFfeIe}d|au+QQ?>vv0B^beFoM2z2kfoH=VsJ zJDi;*qwgyH3)Nn=F7UlSw%N6Vc$5@&A>Jo2-wU&OXqo!#K9ftPLLFxsNACr4=j72V z_W;;@K*I|=A=!6d?g|#n{wXvVnOEpx+xC_52EPxg&m=07rZq?TFW2PO=sEA;0IVQ; z8Aq#=w%bmQvM3~h+V%?tEo#y3TO;^NzRl+cf`mClIA)S{Ve}XH*r6D~b{l3M8nLg+ zwaGW)btl%A80LcieZ3K|?k1MKAWbhkOMyXAGPIZ_@zy<;sJoyIee_75%5Mc<-7s@A*W(ZLQmnZy& zeum*|{L!5gI!g1)KfVWie>ReHBHBri$Y!`fJbK#Z*E``)mnk#$sk%CVKVZl3FqEE! zt_ve|PSKt+kvrx%9>@QIsd#Iels4UWmw+Q)`W4|f@>7&9MTueEYO@t}J4V5{xN+rN zFRORxJqe(!m>0{ux0n}L`}T8cxrD(z!Bug4uQ4VP$!NNJn3Ai>8P}qXJ=CmT5WToi zlRa(1s1MiAFh_idBvA7G?vybdxFkZ7l{s}G`A;2?%&KLY0Qs?tYHwe6s_erz9U1@F{+GbU~uzQjS zTg}`jF~43at}P#)R;H;0J}}t6HhLPr(j8`QE2*z>%Ra#O7O}O2si?mA7aaSD3|!Qr z=1C=WdT1{C#mUmcZ`fxVoU&iEt1g>PcpO_9$(YIX{Ur;YpM*)BgP%#Ap2?w&#Bb~` zTO$4)v}~UBbOa@85*zp1r$Eg^M6*Y2xFpuB}?&l@_RS>L|?PYL{a9VAaY7RQYBI{QpMpD#66s)wDmoU~d71o;-9Dai|m zeBYAJ^#2%HRa7+L_#UhR^c-kC@eWHW4Y*(iHiFbHZ>A;$tZMP`FvQM1DGE#;4eX;ky+aFT__}rM9QN#cCR5&E5FQYS9^z)s>0aS$$J^JJDviKDSk> zE>}nyE4*1pbI^U8Hgl63JXpW!!uzl^QsA7+iOxu#$AkmXlGF{$}D`I2f zv?3fy89&7(x>cPq>Mg-lTb!7EE!x_Hi>B%G;ZKrUyY_Ll;`rh#4GkT^6(7VLPN3h27`HfT7s=@?Vd-xda*P`dlPdukyuRu;S%Ro<-V z-L8l3?vw1pwz#ImdpM{$q9aLq@R*k+-I6#OyT^@}U>4)z2JF(I{dV|uMAmpe%Qi`O^E+v#opt!zO>4B9L+aRrXMUj*1UQ7(6TtVu$Y~tn{W1$ z8)eJ_nk^ZjwF}u5``G=^>N~E4<19Di%i{??j(2+8?xe87z)+`+tBBPfX*_m#-dd93 zMr56WZKcn9^9W`1F}DRDE~y92OfQ`s8|>j#c;VC_)HW9J!udtKigoEPuJSt5ara}0 zdTteS>^P7oa%&`6d5F9AOpiR!C|V!wotG7qq^~MSe7~&7P0zx3UGh&N?LyIy-yMOE zZ#E4VcGdPf`n_ZJ5~!w_Qx+@UtZCMbs_tUX`>BUBmfL;v$+5POapX6V_OqHXv9ils z6ZJ)-XB6f_J8s(gA^$`&ZJWsOyk+4=`<)I3VU`r0?C{w&X0xZyw4|YufisKqJ@C5) zZQ3)MPF;#CrCoi@YJu)Pi}58wPHELnr;hPP$%sUcrPEJ6v!&-tc|0F3RnQm?0*9ajW|}&4 zT-=yyic@>(|4}ZzT>H;_ zqI7F+yOj1ezhIobnP7-vNU+W*y{bt^W&G~q^tV3-nkq@?4_^6~b0y1MUleg6;h@`B zGIyNv6LE?&3DOo&ex0wMK+8mw%z8@Z6U4fsD;m#5S9=oNtK0g!!#}#D+AVfThj!@z zHFAs%qt=K`Wz$fT`I*fn3IF4O^#R2joigSAKm0SciFwPkwpT+B#e41#yiX|oyyhXY zV8e3yahW@1+hkX(lj5EXI3Q`0iPH3R_(;?I6pHDUDc3obr;MdY6v_@4vQg);3>Pp|DV{6o2wET#AAH=ti@I)%0y30{ed{C*al zltn9KyvilD)3;pSh;`$CS}O3LZ0PhDCA`HwzNZqDl|c2*kbs_HXsv2KoDa2kR`?)L zi_iC;m-SH_Brveucc@qs3= z+Pn4Pt$d58OEznR>fy^$e+3Qn(kf=|k`p|aQ#98c%_p_nQl<9HPCuI>orZb%Xrwx& z^lm+6e31ExRiM;o+u>&NK}N3~X5)OOK;OI0_RilwehS=m?>25^-@E4BVGf&IpI;e! z&q>aeZApHoj9o~;q`5H@{Pt!7>21_m({kIh6&1uYY*y|4>%@i>jUt2)3g7)XnVb|^CxzGPA1^xgsxp$Iaef9RX@M4Gcl{B%JB5w zB-_G6qnL|ggO@02Klxb>YWuvRWcAC#&&T1G@FYKnY`RRU+b8Wi4u7; z;W^o3qic7Ioyhg|+((^FkUk1Qq7p9VS_|}(H?jl(t!QK7c<@$1v_2qZj(Yq@<)Tmg zStPbuKxHyCYcd1_z@Ux2K`|0d+n6?~LqUsc8KI%z}*a;|rrs={DErXg2)DgcC z=*PV0%CMK`wwozn5#OhTCklUWiHa#M#QgCUH8QipDZ=8unB3m8oD4&$8NM0atvkIv-W0y4O4X5_TDlL-4Zg%{BhUW`7z_~|k*lv3DmLxV4P;O0k-Pk`=GRW% z0h2NzD){Hncga4#BNsnkqO)h)pM0uR7YTcue_viiG+f?0*cPrfn8RGSis%!q7m3{W z2!HtNtvv{XZIgfnObud`<45kT?mBzFWUPNqOF|+gJauZJ^}U>qk^B3^W6)nArPnOM zi;gu_CtgPFS1{#nisa& zr)@zV2L1Xl7FqF#hAt#e&j-3PPBrue}A$Hq}CfEAIHV0trw=cp>?scIqAsM-CdezWoeM zWm`Tq)Q6pIWFGjyV^YFVx@74bM*9ffB-Ad;neEcHft7uwti`NfEMG~8Qn!g=8AGP< ze_e+tW8(w?@uqfznTS*aRYx92Dax{1;f=#o$D7+9w&8MR?Zu1Yfe#1FBRSN*NX@ub zg5To?<)FAGH!Jt|&wYfSQ-n%@9jC|pU{g_P*dI{}eqZA;*&4{f^?lKW1ork+tx2Ko zF=~^mP6A{uM--P|;&OLJsqF@14^O$f$-l^g0WZUztp< zIe^9hDtXo4)`##n`BQ?P5QN~pz12>#u>Kk8xl4(JdU9xLyRD719hr6upkzsZ-ZC$I zg#1_saq|6n8&?)7kUuDZ#Bnx9OLCs>-BnxDL2dNqM|a!ndL$R3^hCl8?hh5vls&gQ z#S9_64ZsZA9&WWm7AmoE@V8w`;a0M)JONH7(54{A#cTY1;D5c(#W!9XECU(%-rYGr ziMly_*$AazY)1?S^s=E+PZg%IkaZdheSJ9h@gu+| zPL?{QeF7;3lw5TBcS!979{oMzG-|OI3Pz4l)Lm&@pRygHZGa1M1bmNGG5py>c#iwG zR(X%Inx<`$#;}8=NE#(nc0Rx)^a@qM91%4}`4m|d&v4fOIm4r`h@{A7wR@;Y`z`5(H2 zz3Ms_Gwo*TuToO-dLCF$dmrjDD<(8TIdVDw>HRyfR_s|nJvtsI98tZU7xDMwEf47~ z0sQ9MFStN=|H}annsBrKuZqP~I5;>cwLkzzlD|_QxRPGI`cis^_dh*8g$)rE4R#}5 zoq;!XWnm6rdz6=D_^ie9bQ*b=sgt#X27tgiFhLUXV7a4yt+z6 z!r9VN2sxo7@R|`qzx-~1m@gpbqf%4XS7d~d^+SMZu<6#$=FFs{{qEpb@24yA zQy-^8oZI(y(JN9ANQFv;Xrhx6tB!(Hq4Uo}ZWaSsoVPh092UdK*< zOFGEO7pt?fvYxHW(fEOe?5q-`gG;9gt zdAY2jmZ#w$*?{=p;dC=i!u!cUjw(711Ucc?@df~Wy%~H}?lMyZc2`M!R#(Kq6G^kk z0F|qD3r$_unH<`@0SBk{2XnI62rDEc1O+;*@A_Pv$rq~E%U7Kx_=7*AVCpnmMXlw? zoqEk(0+f$R*8`{2tafYQ&~EQ~8L=xT9zS_P0#ApTn>%V{Aloxd8zBG50(PIF(+~ye z?E6U}9(?#_g-rj;X35g-^c|Ie6*UEg8UOwF8~fh?%>bjRsxZ_++X()#$cF6!Xk7=g z`w?`A9fN~c!hPpEPo6wMvf?M5M|6Sv2Lg|uHkDHk!2n_9*GDWAM4Bfjv__gjsV4k} zK*ZkO%YQX$ZVb`Zw~WQry(NnCLTS_$*=U9mWVH*)yO}g7 z<~c$G9Lg4e7!4~Ykp2DO1&8dvR@ZZH-QEA6yovUQSLUlu>X4&^9lg|n~5d` z)a|K!;q*_$O6vdqj_V~+i-JzvTY5o<_6F+UAim1|domG)uCAavo98v``*%SnI{%l$ z_Zu!?)A}Lx2Ll&rK`l$a<2Wk~O2=xa09j44O%K=HcO*2ADhNZgr?~RBEBKqjoLEoP z({E-y?m-J%#wVW+ZZ#HM{`H*7%P6-T`t)AI#RJf#fe!;D<_vSLNQT${Cy#h$h(^A2 zvv;D=J$NwD$pKgW?$+~*YTb)}IhKRB9srzJ^=x6~eM6lO#Zu_e0SDK@BFzhGpUC&% zcF4i;7SKds!(Ex|Gzn9PoSd8?bZ>*zm`9D!kR)R56tQN9z`JjjT59*TW4HW2EY+R( zQ#?>2{ikfRU!9*!+dhm91B0(HeP;5N6z}wgRIcTe^T38wr{}4K4F_kjyS<}q$nj|V zukmmLt8ZG5W%?AQ?8;0@&<98?+MiAA+vCz47NAjUexxsHuTi~QJ%AkNldKBpIXNSu zqKLubp{+R(Po!5nt`!y;S?~e}6HKJ}0(jD>dAx;1k=wkF4#-P@*I5EHh}!}JmHj*l zaqP2Y14_391ruUou0q4NItQXsEWWc9Tx0COK}}Is78~5~7K__xbIT&lY{U>qa1zoy z23*su`ENjd|M@3G?(P}DF{CXm?*L4r%xWY8?9vOgdMmTC0)BmbGyqfvfWiXS(zHE_ zKI_w`q4C}GY^UiNSOQ*mo6duLr*N-|D{Z$UmaY0|E)2T*m3|7_s_47!Oj5P z1UV-MNBMY#jnzKzSWm#MHy{3ZiMP)e!bLDU-Ia?l>*EYnp z%oe=@jh3azOekQQ?D#AP+rgir&KcBkp0tPMyHllRkwZm>QmcTyEe9E*+4=e5%rLN6 z^MO6<9s#yEsbMBYBtqJYuHSe%EH?L_aNFR4)5S*3X5Qs#!(}P5r5&%R9vp4ud(}sdfydS9C`dgFmHIp| zGSMIs-tr~CcFmka_gmR`j{q<4z#mxX_d(L9k*k(p0*EFfxSQ@jz%TtY^5rq&R2iZ3 zixNPVsW1EG)Epg4_F>vT-V-X+uIveY`?efBMorE^rwLBpt9gY0h#oIC3PxPhKc&%o z3ITK#P!8~lOnXu+V6&~23Qi1$_dlJw;K6e=Ch?j@m}oBD%$u^U1WuMn8`8K&&Dc2W z`Lk!nnsFvmK!Q*MbK^VSg}Gpo@Mj>qH$?Q4f5*?C#X!Neg}1c(KA5@+qxMnux`JqK z7-*#)?FcwpY(j$hIYR7mTR1K;(LyLyY4u~IC`4K%5E>Yw4g<1AxXlZQ9dX^Jr4=?4 zrf{;loenlNMa6K0naV{S_~2>|W$#5o&}ao#sm`&qHESiEdGO|G#w~gxYA>-&oYQ82 zFJQ3`u0g7v-&{9sr@++Yxkm&!4JUqVvY1ajrUqPk345+fdZ7u;NeWoeT7t`BFMtUW z;Vo*BM_%BPQJN4eDw0+F_!ZU!|8UU;Kf~q-O0Plc->n*$b@*>PYAE*|2XjHZyywqGHdWgoqNoI5I+N{?a_axioFJ zb@v?719$i^Ev9RQfO%yCs@HI8p=dz(RH`Nu4Nr$6$Zp=$Upe;mMR{Rl6!{0CstaF~ zDBzgHVU7cg2hy76!A6xoyaLZHBe_zYWQN>d1>gUXj6mib%fCKe7qq7XI5FJlCcq^g zi;JTGo>_Q#x89}a`t|DzOG|fM)--y+tsDvCJK0}tGl|#z0T>$*oBi^cSw0!x${TdI zdmwoMOv82HF4a^fJ2qR7l>{PPt}F&VlTcHytuH;pgOC#V(?~xY)Ma>37HKWUY zAM|XeLbk!4^{&I5G!pXx5hYM4!m8&Z9>7d|Fy=(@5vFGlr;>J-xWQP|O{I{T!aG(A zR^Dgu3ByujCy=dGHD!y!2^d6Vnu7ug;6{KiyRVmz2*RgUJ0_f-O)Gwr4{U}2nb8as zkuUlU^@wd?X@rJ_{p{+>dwB+i-?EB|d(@?uxVby0moF6|LxYv+x%d6xGRQ4J{DfTU zpd%kluDG3+6oGjtgNBBNly~RsV#>UC#Xe8%pu&=ML&zbjDJD>N5I&LS4%GxsrDD>lZIoJP+11SNJ+2S$*FAaRd-k>B|*WFlJh- ze!0>g2$$e)d)j}DhBWNPiaCIlfB=-L7#VO5NHWwc?ZD3)B8A+SJ&B2lkb|~6bpd@V zd}95x=ix@0(JQddf)q`-O);7OEl3oBj^otavuUuiyIVZLcKHn^{4`n&{eOLk9iDZ< zXZgA{ap|v4LaM5&%6%Sw-4@I&CzNJA}ECrE)RV2T7h0ygNRN~-xOMk)3z;!{LtVW035>*jO0W9s0D$? zp0Iv>)&;B-<#5l|=a8kSO?`7F`j+)-@XM27nEdl05v=~fo>N$bJ6htk>4ks=7ZU?R z1G&(ZyR2(jflrm1x%rpl=<{Qpi()7c_%O3M9Se-N^#ICouQq z!-}ka=k`08@4>HG!yk*N0!GHv8{TZ>fz&%1LEbg^RlP7R8@~&=pbh0bZTkl9P$J0n zvj^4`pol21!Z4SitOEYJ9QnV!Uq}AjZ-B?639sugZ?CXXzD{+&2N+B%$%aI=q}n++ z6gz`yur_QLRKl(5thj2n4&|4xcwMff5Sd;+Z>)Fg(f8U8L@v2?+dpm$!^ADJsEJ(v zd##SfH@A``!2|~ds}3Cb9;6xJ;^O9M+tm$)hJ+MLN=fBIe5(ltX@z_DK`d8>#5J)o zGJZz}GR`2%(`I5~ij7F*F$x;`Ace&S_T-lRS#qB?XCI$piNnkf^ZXCXiHiKim-q7_ zkzWO__?NxfiS>$$^GzRZh&bW~R?3isOe;_-#zu_Qc~T0dyxSYJWTfW`UB#3|Dbe41V<5XYCkYLtZRVDN2V< zb>saOTEq};al$>i(~BU(Spxvj<}{C<-izF!(CqB&?X@*_3K@s32^V)CpU5d&fwc7W zHsM~Qe6_IiSC>-wXM4%PSc9z~)lOiB?et%oN#Z8n=qlBot=p?s^B$L?4rek z1O8{ZL)=tvJJQhXxzUIXI)DC@yG9snct14=F1ZAOLLGpDanw0ArEAWgY{-2rMg;RW z9UO~rep|2$v0J2-5C5{r75-&#a&mH?ZKYJ<2%9Hved{`2gcq-oprClsD5IdFkly-# c`(^ir5yc-n-23~_P~bl~871igNrTt_3+7abdH?_b literal 36278 zcmeFZ^;eW%_%=FpgS1EqDBX>u0)mo)l+wrm(jXl}rwWMF3?WKLBPiV=C^LX`H-kub z!`btB-}6232b`bItToFePwi*#d*5+g*FCYi+G=FPcZeYn2-y>L6+H+9I|Ks3S|G#+ zf06hzvjYB+d82ClM&A|s#>dLT7NTYK#?8s~jgy1*U2j_tPX|{QF+p)bQU1I3Z{E0h zJ`fUe{+|;BT|MlC_`;Wr!A*$V)J;4g5DF{I7wfBHp#uc+j^l~S!{@%4o3lQ?9}VVy z?(HD+e6aH#VyjmSv3+(_e)i2qt*eTTuF-n(=m+1i`M3dPBzDXz1yaKYR$AWl0aRA`XeZ%fS&oGV(!n;qbw>anj6?t%7ge4zK#mA zv9|tiso@z)*)6o`IP?D*hvxswI8az%`S&RMs=gK%cWilIH1Gs>FS^~Lp`jV{ygXLL zoZUr`sm+yPA+p{!Lr6_ zGHiJL9zQ>FT!){N3jwd)l=%D?`lA-_;`cY&A3Jc=Fx2{UnC~HfASWeaOgIZ@%8^VfEZ;KB

Nitish Srivastava and Geoffrey Hinton and Alex Krizhevsky and Ilya Sutskever and Ruslan Salakhutdinov, “Dropout: A Simple Way to Prevent Neural Networks from Overfitting”, JMLR 2014

-

Total running time of the script: ( 0 minutes 0.287 seconds)

+

Total running time of the script: ( 0 minutes 0.283 seconds)

@@ -543,7 +543,7 @@ to download the full example code

bench_layer_norm.run(save_path='.', print_data=True)
-

Total running time of the script: ( 5 minutes 37.145 seconds)

+

Total running time of the script: ( 5 minutes 40.298 seconds)

-

Total running time of the script: ( 0 minutes 0.070 seconds)

+

Total running time of the script: ( 0 minutes 0.083 seconds)

-

Total running time of the script: ( 0 minutes 0.248 seconds)

+

Total running time of the script: ( 0 minutes 0.249 seconds)

H{uGptloa`TFV!*i{Kdv-){rm}T-c)N;VXpP&jre@v0T~WH z>0NR0k20R<5k~A5@KC?CET7Y*c%i1|D8=hj4oF|Bz;Xn&_FeF1sRA!OP!i+1dU{J& zlM?dLI`T&}zkdDt?lk#fZ@FjLqdsu=sW=Qg5KE4Qn>*z9Q}w6VDa%wzKcOZICGbH? zO0tuHo$|)*rJ};@r5KL)pH$=N=0XUd(!Qg`1~jy^d&kqRIJa0?bsQXcI3B;fD=(jA z0lP}c%w)R0K56y5IvN*q7`nG}G60u|2P+3f!Mo3oHtKgfNWcsV8Ce8*b&4y5a6_Id zl@JA+m{fXlMMNk$m7dvhvk#^J{@rH8k$?aGErvDTw8nJzJBHI=CbzT%q<{rgx_25 zxn^BEy*~A$LkFezUGOR%+7uo>|td-t;YtJiM|}_~(1(zWvp{3<*a%sTnsMo1bs@ z`frk>@>!Jj_*|q`R@zbpDxvQ(mTPU}8OBh3;hRpLMWr(bCpuZg7D2ZDL@#SyW@_SN zaKlO}THvg(%cM{o0zEywj#86q>Fv7ZbcLV?QnPQU!|}<$z6yKx%$(`1&72gzEM{&4OnYQhDPu!-R3&zRY zT%>XZWhQZ(x>OE+Y#&A7Qq#o8qncVj()b=3_?}v&OOm};oFk>@!$dMgJ;+C>8AP(o=LhRl(;l%zIUTeKvo=l$$~X)F9H z$Y)bnxkKJxsn+EdeeDja|K<0PBo5Tk`Y~HhKqKXD?YF1hKJk9(wJ#(0NQyEMx&+iQe#;&tOrajikfOn@q^iiZPvL zwo_E#!M>)i?2cUBI;Z}etxj>V<(f7jg;YuC%Np@`dGen;h3Px<_0)6%VI1#;<-@_? zuOG>W4COgZK)7<8{1^B4k(te~o9WWitCC$KJ?p4|m$j1eU_1n@*KLO^=5C?&3PBA- zVU12NL4X-5#f)3TmiTa+Y#!!{J~j&w2s~wD@L3M|Ge(SClq~swK(gunELYCzuUzm zg9r+yUX_K1XTeR}6oF4Fto%!x3klEn18J0H$HbiA$vmvJ0>OO&VqDO|Or=gHM;Fl=goQO4L+TzUT})kQ@l)=H?!5O{clG zUX5KeBcxn^LaX;MVQ%wV4;3BV&x@T_inf=o&8h?0@!2M4#qKf4D51$2vpxwoi2PhsUTxSV}e+@2|CD|TwQYL?SRxg$Zo*Jo>f=j(-j zARw)eSFpM^AJN%m`*HFamVWYF>z`ZRZrBja4nB7P!AZ^7_;y9hIdAQpKVO3U@$JHF zf8NN*NMx35?VP9LZX1r=UKh38*-CN~h`AVtDe$u9Rz(?{9FF}-yg|luVY3?bZz}Je z?-J2%Io|>07VW}yp0}|gp{1(vLG+$3>S<x;N>u*zA6|I@R zD0K9*U$ggBqL`+58^D9(Kx|8n7i=I5>0yOsnp8vgW;_S>_WOha5*p9Y2$_=^&*oaz z;8QD?#w|&ghIP)JAmCJsPiE3Af@SC}0!1JR3g_HHO}p46^nxoN^|fX4BnhgZXV1o3 zf-dB>6_^!+r!$rdzB}IBIQiSTH&H&iq2p2Y7q#gc^u+1uPcj&U-rW8*iOV!T2|c`=oj2#Wb8W{w-~5j%ih@1^KP7d%Ovw5FYg{2g;0Y+In&I% z8QR<1<<9?pQIO$+*_jli&f`#|Pxr8pBq%hjO$7_4tslk5gp`}1MBXu9zE)A|bSP}U zxh5Dc$gujyJ%1V6qUKUd^xMRQGXxJW<3SV~TfxWoomShP(%!AxZkyK){&MIep9hYu zsc8re)yVpRRnePl-HXh#GtS!u`5Ej}E$1gx4*l$59NhKOQpxW)!fvehkF0K)6q+0P z`kn>{>Ff#~1UpGGvXmiZ@1aB?H7>Iab6Y(u0dGOb_5j-p1j$~6Ys)VJ*1$F*u1rW9 zNIUPQVskiXYy8NlOdO z-yvX4pH4Hy_L(EHvT9^~sfV4PpO{WqR8(++8W(Jx!EIv=7JkUb^XmkwXH~TMi-`%k zq|?e=r*QaC&tI;QzM^Il>F(V~VD!dyML=f%9n%~Ky&9EPC-7vk}~7S)qZ(Q>34e86Gl<>d+cY@5E9KQ`XE0(;bU zccC4276dAn@2>ONAi?&y-0P8gte^j)nl!`8{QMua;bEGC@iAYwc-}m)8s?-v1kqNx znNbRU@z2nekRp28RqEyO)mhXZ4Xu%?zpwP-vnQAi==nflA5^SOHFAN{Xtw zI-$F}`_X$1P0f3Je0>3$v%5wIz9<`*?NV2)oUT|D&&7BDA13RK?q3)rgZ{Er4{T?L znLP|8V$YIQe)Q;zlvf24xqjaHYTDvPg;t33CdAkfik`K#Lu^n|a(;xqY9kS9d&|K2 zy}JwK?+gv^V~d(q)NYQhl9JFeQZ6&{f1PK~$300pJ3a*kQ12R+iQcqWz{nEhto?7m zf0{#`r{SM?*{`>LGP>qfRwhonG`<5>g#Y2+cHqlQT=90Z-!jXlg48ZM=-9-i^~(Fj zkJsIx@)=hzBR7@oE6zX-%e}iT5(d)bmh*pn5QWnPobtM*IDdIBNH_rn`gA#A4Fse$ zxMR5$D3COB6lO1cO-vY)l9DtLlJCGQdL<}2>d1$H(vXIZj_S+#-J{E0oVRyu!_1x% z%Uyk+T(r^g-WFfXw^19m8KJp4FEJ@%qQR}UQ}#b!+?lN67rU2@a1=~Q;Z#?940k); zfpr>LFrO=QllRQ!aPSt_{PjNBhOVV#%WLU48>c(0#S6i$=WJ~`H$f_F8u)E}^xZp& z&NHo}dBZMxUS8gb?+(<=58m8$(mAkNN!;3!5ai`$mz0$Jq}Yn^qF4a#`V?5f+2OEG z^U3}D_ZQzh;Nj-}I!=#NM7e7e4V_$F-Gg+|(wD zG2ldUvBIozHldooy7RGb9ntN^H&c>4;rJQ5)vsv-j~NcPF2?anC{lWC=$@~vq`R3K z*!pk0_%6)nVgZ{yJRQAUm$biixy*`|5abpnu_q?>ZXGEt7UUIeFa6pp=c9ERpHM;O zFYlkOQDF|{mb$l6fm4BkV$WyT!R0@~E-AAEhxp-shtCe0OAIsoLV0-pkQ5I52bcsfm_MgnOKL2EgPUlqf|)*!g!F|fzCKYbt_M?xm(1_CX6{U>(r0)gB*{26 z?N1?py%8a)SVAzQd8lH40m3m%~+m> zZjm!<4(!0LZO}O7##a8J6^;F*2-iuyM!hRVmvp|9%&EoB$@x<@>CIe|UkDG*aILEasEm9;jO+dV+ZvfJa(T4_Q~V?<{O?h@ z>(ITrC1TI3sy@v|;=VD_II8j1p+Y3{d5yR%Fl z9bTkgDC#mJJv2NV`}Xat&53Vvrwifl{D^~BFLqFsLh15vcIs>f_<~A`HBTK!e@C>U z4+AQc32sXwBdU1x7fzQM3$8%iSyZ*MayIMQX%TC$CJ%qT7@m5Q3X=M5~D~;8p@=fqfP-31ojo4RY#v|YsQ(y*_m)) zoyo1r!ju+?>4y9F(s#$1*20>v8yJQ(pN0Wg;E=XYFpWq});nFsSHBS6&5V%D=;2^T z4jxQ=Lraj6NqAn7zv&%M^YBD5b>Cc%&uD9iHHR`kNcVg_J%&4vKI{qU&DEn=SS(~| zYj$K$8Oy78uSW{chv9K%uB;(cadZ^wPj=HjSQ{ot_Usb4U7tZ|T?|v#^JQsVYBT85 zl5Oa;-`>XZnRo86a4MY)IE`jqKqF9lpeBgqCL%&{U4{~s=ohpV=D=%QXNhfordK^+ zNm#!!tts^;ywo+4h>z)Q;eq_da&OeKH2H=-RxT0GF6kmJFI~}8wRRS`y2^RCpa5>3 zBTq&qMZdRKkjj>>TdnaU_X=tP<$5RZa^Y+ZwUM4=W!^(Xt-0H{h%dHQQ90P;ZPp-O z=KPm@L}slGF2Q+elFGoMup{Sbp_?dkv)YHcFIK(2-N?_rL_q_wZS|EaAaEV!)nAxg z7iV3lwnNM{8JUYDpZgfRc#Zb|;p!SCcw*NRSKxxYeQ*Q}Vi(=s+Z&R?rNG5&n*f;py6I$e&TW4wdGuC0d^F}U^yZnbCI zhh$}t$ae#{-y%2Ux4B8`dgzPBG2GM-RAPB2%L%(b8PVx#tdSfEGgko`Pmu)vJ@3(- zEk#aS-e03Aq^xR7k(-o(pFBJ?WzzPRwfxdz2=$j%!KPqp{r%Ka6P4)d3E!!0)t2eL z6cGt-lDXNMUd&HJ3ZK@wV~UJg8L9E6om4@Imq=Rr@i9eUec@|dtiL>@Kc>RZO!y2( zQk`QHq~ck(>wB0yXT1tephl6AoV_4pKwq8dhs3^(sO}dXS3JwR&aS)okY?w9S>D)R z8lj~fMWGl0ZyqKgaXk6sysg}FK}Bo($ilm(i1`$FqLW{rRnb>o9YnhmHqe;5;@`-3 zrY$qLJu{}m`T$ucP{Y#oUVa0wcaZS>_W28HeGlKG?<$6DUQpyKLL*H3a0UxjU)aF!p{EKU_4B^-8;em8FYlJU)z;5r)vOas} zHfjKU&|aYBw$ofNURO0#8rO3E`atdH$}hA8FRv(@+qxe0XN{+ULHO*U4%e4w(oFCD z5hCgbxe)Fn<5Y&%(@pi>J~43X{``EXugjXYnD|*2^-;7}mi91$8aUjF*RQ9}zO)3P zBpp~Nnr^OJ5`+XIWp~8oUkau%JPzKGr!FlizJ&Gqz)LA^lm7-Vb8mNmLBL zu5s*goYCt2=~n(vYh5IoN8lXXL#K0r2U;$5i}=Ck>s+FuqJgtaGD^fDdOB9QJnmGi z7BJO{9-BDX3KN^K*^-Je1s4-&imO#_#>V)Up6puK0oURp)POJj+&h5euBxirUN>3- zhx)a7;Gd>o?Lr1~ou{Jm1=n&b0e77wrT=mJ9%vn?b%V_LEcD?+=+ll)3WQ$-g@V1y zxKkDv`@1iBc@Y4LOm|=YDdMrB&Zz}o3EBk3ToKm3i1%)sEG7jBsnv7;isLye>f9MO>CmVPVUK0Z^mAZ8bR?6 zL8X(e)Hut}Uc{3yY)WDy6*Z_!{Rx!thuVtQb?ZT8#bFs@ixxMcJ1>v0pH|zM=o)u`-$Ew_E~a9=Cv@VAlt%bFiBr zc6i@)u2!ZuwhZpI;S)L8>4=Q6vW+yyvn7(@3xa~dgABW|a`%)70Bi? zz2O;+-Y5xZT4KXksYvs4gcKsXc`YaUOM+wqEj{8q2DtI@0SiNQsRGsbg}P-VQ(G)G zO0Hw9ENGTD>8iTNjJNpdA~h=+j;Sv8!=#I#(@Lw(x`i;3y7dACAS&1aaskRpw;A`I zz2yW&Oc8SMM~&5eF_IoTF)a<$!Oj`t4pj7}ZdkCJi+OixrY7?>`n60MPwC?c8y*3H z`~3WGFE0bn57#>x>@wR6bAo@rlbY*Qyg3`Va{1zoJt-TsNoZN~X1ZmTRAY<`rja^Q ze%gHeg8G`5SJRl3LdtXO!5hM+T>|uvI}*Q5Zw`mgOZ4mpqH>kBPBos0@C7+`SeR$8 zm;D>+#^6%fG@;qKfThLeO51h3NO}@J=zk_1M*k*{{=i#|iBe%vxo#?X} zQqd||J0CQD__*E_`gQ-uxaPn|+l=Lo4rF3Q>p-#-Y3&TQP?Kfc(M6#cTqA>h zu#+{tTNI#&MX9f~<^Gf&I?pzElQjRe*GH=^R#<&^ut8ggnY_zN$v0PW z_~|4mM!FH-7o5rh48?kX<(J&m;V{2RRad|nFctMDPZm2V6c1T0G_rpEIXgQmHET@W zo^8Y#Y=yxL%T1pYYG-*jMm&erArVpu7`z9dP;r3k*tt}4xJ?{_)xRvF+zODCp|bj& z_p+L0KT-u2lhlw`TT>akg}Zts+rqmbuzn)t#BDkJ;HPCKs9#rSt8pW=y-DIT=g`uR zuq)tSS-bcy!yfGXZ=`5tZOwDk!01njQH6gRz~Dz2@q>5U2{L3nIe{x$10Yi&z+x~2 z7Gwt0S(rhA9h-e$Bel|H_Cd?(5{YXspP(QVBP+AnrSQ!_F)PTK%?vQ#@CYy(^hL=J4O znK#2)q_>4bN=x}M6`<>md5%I*x_p47<9PWh@Ts{Lt-&(^JI!-es|c5d*xp`smY~CD z5dV{H)RzQ>-#^C9`v4)rxbAd?FvMaFL$}2Bu8T{Im@a6n zzUPQWxIr6O`L5Bxy3-Itteq^nP~6H*C$SqLo?kQG^~kvrNSZlu?JPdl`OQ*DL^NXb zPY<&l8aIq5Zp$M>0QDgm$Hy+=r^m=M=;)D9YkJ3w!~y@0ju$Gg1`anwlu|yX8?<=Q z2ZQ;C3XRoC>lQ>C zmL^*0m`EjlSSz0Qj#!MCDmnaq9<#jr$Fb1|Y^c2NBgm`xxMDNrdhfEy9=e6aXdF)+ zi#?&`9)$U3*~`VX94(4k1%kXHqH>ln9zMPUca2LUlp|y5186{=s4!MX71GVv*7jt5O)#1Br~r=4-}@dqtGt7L;#2ttZ^#SS;zM*5!}_%6h9A&=q( z!$NU_#ubvHQsKn(rjVT$lAJ*6x%nqgUM$?xibp{?KuC*-z%><2t3WIpg@uQY9@J8R z>9On~*FV3{mV4Y%(Gr%zhl(2|U>ST*v;=c$BvUwTbE2;GE?dWY8~aS?lej#2w6c}z zoh*gpD^tIEo(n1l6UKdBzQy`AZc4L(;aHfp}iQ>QVVB|pb zxP{dCPMz{}N-T^~k~E53!qZ&w>UlF@Pb6p{S06#4eD*2Wxz)%*f;GgfA$`$;5=M82 zSZdC`9ClsLLt2KH#?DS0671MR?pgHm*mlEEjE4o;LE&t|8EUzr{&#K`8FY2-c!V7n z6N3H8qPSGt)}o_RYd!7GfSk=Swzf|6voC>QMt{;UW6+dx*yXoLViBqFT4yTCJqbJ| z#g7O_e`#y$*E<)>6sKs$>V@S$YN+fY_RuzHc)U2$Bz$~hJOG;A{SR?+vP|DBWCRNLahX`Czd$kdMFQB4@-`W41L!0!DbQ zedU#N7B~BKH`L_(;@A=pFO-ao8dg?pB3_Oa;#9Sa011tk|A*gJQW2FC9G0vd<}i$` zOp6)et*tOj0hwXbvfXei&(rR&G^KFO=!KU(wA{{$30foJ%|#iFdbw6s51Eg@2Kgu{g(cWqnC2{)^j zQ$6OEoz_fK*PQW8?CTSQsh~1!1ncXMSY4;-wwtKSTU*?x_}IxniRuYKlx4}H{>?{3 zOkGGig#f?@vxygVUb$M^paR=AovN{=xqD5+!nG*;1LZP<8|sZyiQ+xc=`04se@$X7;ErE;7+m*FK!&BVx1seMZ+UmV`G1u z*g`wfEZ`f|oFn~2G)b*vpH;7T0D42@1CXOo!L+mRlFuEcncCHEdBwj=*=zWH&uo3q z9S%<8h5ozOC&&cy`SbKjdRl{57kryKU^aCP5nLq+8p#D1|4SlcLw8UA9~IWk#tYB{oUd#2hF!4tDU9^#uvj18h7JnZ?UR=h>(Pm zFNh7Kr*yPlVgthL?5xElD<%dke-|xHy7Rm@neTiM0Vo`4+n0MTKHIYI8#zg;KM4iU zO?R%1HS*ZKho$i%y94-bu*?yDas?*?E)^Ej167*eOhUfdpa|Z@h|52D;x^^5`;0hDFsZdo3e1cU;1a?U??Ay1aog7(u!*X$wM=s5yQqI&#SILPGj>m0|6%R`c zEBz&yJV~9V(Hp6;7POJjS55sy{Y9>of!4uvEmdH!u=f>*u_>j zOhMvKGk-Cce9{A#>>p?awVG{Q3zz`<7q07ju{Gsuo>w1}5WSorHQfz>)v>a~Y;xG; z;(t$hU4!LzalB>fzn+iLhwbjVVNzqj=%a&Xs`$5?Ps~3gClgUn*q!b!0wkh*&U0mT zRmA_$-rCw4BrwaxCFP$1YxhmZHler}Ic_GEQju}t^OIq)+HM&HdvYz)%nY2js?MHMeO*+aYjm)MBuYvXo9JP=at1MYZd&%Lh-Q>oQVyDS53 z8^I^QMRj$l0NkcamENqY*r4R^pDzTh*XMjV1mw62fNNd-KCHbwpm=l7Rxx#q?*DS> zA|hlyVd(~88{^8>)>}b7GgfhmIlkt;IbYtnn0*G+9;l?cq1MVk3Hj8*pZ{|NzXtO zbe=xi&ha>XX?xs^fI{Iv!?|mpisiQa^Ig;VzY>ffV|}<#3}E~iAZpHUjTur^RRvKm zoenY#YD9knl@=8h)jxR_8XA?rz^0RQGp$VNq=^aRo%<3JKXP@pgqp8v&O&aBc4^+D zPeKdvlQwvT+vP}B z=4`xa@7#H+sj1nlVFOTTUOrUu{IHJeM^+y8cih~)BZo~Jf@0mBE>f_=EcYlLLLv5{ zLAWi1Nz&=I<5+2t&-~O6M~CrpW(bD3J$N9&9#1&4v41cF;g~HVKIQA|66aaTz@98QiPzO%U~m+7o%CxeL}6TCaY{s zy(ewK=5#xrw8JUr*#%M%phK&GE_PsqEoqp-9>`4WTMZ#nsQ`*zvep;d{Gbsydk17p zPLlS+_~i}1ktA>5Mu0#}2(af(96|P>TbNfDx4)GWbj$!mC~VFCM@zZUEK5LZVFPHm zIUAt$BgX)-<@M-0_+)of075e#d?8?EWi@AmLHGcQ`7@R)yVs#G>n8xwP_2%<0#aBh zDFueN+m6PSed}DOIoRKEh)@bP4I=TJ{$QAnAJ}WiA^|EPb`Ng2EpuDJlG`{|;JJh6 z6HRf(-kk=4%$UBp zO(gg2Tfy$d$}hJrO6bGh{Im`=)(mEh=s6YJk{TdfiAh#r7DpqGDT$PxJrj1i-E<*% zxa~|A1w>&@X9eqQG?X#`n$b$M%@D|i{Cpp2_Rk<*J%orN8Vd)Rxp4T#?Ez{mai_(R zE;crXi5stt^Dn~Ha`kCUjBvh%ipnG9TqB|31D_dpD7<&8wv#I-Jt$IDg**a0{CV|8 z58x>qEZNy1?d^m4Bu&>1KrC1q!RQ(x)H+hm#_j?1^oUPV^AS3VkpP(RYFANtEzLAo zlsw7WWTD8-C-$;8=tAK6^V0?|_90Uc6CZlZ0zJcXS0{FMy@XkpV~XH4=D&YBO9`(p z=B>u~#T0c_URhv-+i*rKwN>B`fTBMM`g<`%AxM)@ zQ!5f^#bg$0=fB&;#B62(S--j%+O4fEloOYevm*xvxBjD%7B;;FG6r@1e9#0igajfP zgZ5-D#MTlZtk~Q}d3SvSL2BR-hk5R$l3QgFg|x$m$ww}uytl>h$10?{S5;O1=>eJb z9yJ@Aur+Se9=^)sjt}?UCT&4g^5|2{NFliKlG>w33rMlWQ6tng8wp)oic!b$R*OqU zjQD*_cR?_xI1NzGnftbrlHHtgn0k`EvONQp7baDRi#g4$6c!`c1;z5yMc0>nvY1in>K#N*UOlqR5(v_h4xC2m=vp$IFohF=< z8Jx(-7U#5>(^O28Lr#2LSmSmW!bP;!!moQ~%&k&=0rM_IkUxK*+^29ycXGTbr$)QaqKI~FjTAJ~3~CdxS=g%0ZJHS`qfY9?=Ogg!(BnjK# zlQI+2(h3JRWpEhlErEsYT?9%|cJ{pdjO@1Re(VH-?N*D%sF+hROz#KQT}iqEO%W0m zh&hb8ybimnDsWnm(!m$=$R%1PQlVzt1bKXK*}y%#w|DRurHTzd#VBIhLX!NQBx zGK-|B2y9(%va?OG>KDc;a3RcSCQDf4Ef*i@3l>xk(j>MVznJ*`M7e_!Lf0oFS~=zdA>W7)Yk)G%a$GKqSaZ~&8xCXQ1d{%_ zvRe2wSf-#zp$5XS(m$1z>NfhAr*!r&hInr+v|KD~R4jhfM_%Ow;fLe5D^oaV$Rzy) zM&IaZ6jFVQ|LTb#I~gA*{(FU~&HI;V#E;I7lX=%Tb=X;cRHW*iaO_VbYsl!16x~YF zI78)C?cF*+sf(&Fn~X|}w`bv%Ak2SM8Ug=bG-ln&ClxtK^{d^+vA zIHHfb0=o!@0B+v?ncbpBw+klW50Tp_t;Vo*5Ij6QQU=io!0*7T`ya%ER)-(o5F8K} zE*jT}C9(y=@I>EA0%dy*LT9{fJ#JGxyuMtyX(o_RD1H8-_3iJku5 z6Y{C|JYkxN^H$XT^z8P}qq=o7hja~mLBmkWJz4L@NsZGF8pzj+)2#mZ_`_(%nv>Sp)0sQcA9O5)$Hfd1>T5CmCES!+=UNh zx(0?fz6j<=OLzHy1-kC}i|JGz>U`xr`Nb0xb3;TVQWCk-%Gz>4t}Tn2xj9=CwuD?B zlT0VIG)VNc^<+(VshQ_*P}P za@1ojxQe9FtUBQgYMrbnO4lFGVII>?x0sx1=yzHbd=1!|7l2=2<&h)koo8m8pq@op}fsBajZBYLh&`2Z-U8k)Z~oO3pX#D zzvDmWUDeQb)as72-3fTc7XB?_$|Xx1+<$|Yp}3&1P}jgi@b`8 zl5gEvfWa#r`0APuj^iPO5Tn}z8dWtGzkA+|>k+1PZfrmp`35kn-w>XI@L9&*3|G2< z6``n2lSC0(Q?JyCZi=uK%E4_a?rD6+`3S{UT%9B1coY^<&%=M*>e6(Z507$M3xYq% z_a5Gg;@Vay)Kyuzo09U-yJr390?i0uFEO>ss7|Y>Se*yIa68DEk#Zd|gksGIx%eSLof%WkAH#e-^F`NsK~tNpc7 zctS};Bbdg+VrERJk=F6uLD-S5wB(=!wJ4nbN?W=ex8oxXpk(;obFc@Fy>VcNqt;HW zM(nZNjyER*f!-1G1-)MwsZzh(f#&1)OixTrO>M+;+a=DV5_`xPhAn4H5|8AKN4;n^ z*%IG;SpVgiLf(%}efs&qqY0KMU&j@p$RpRbREqZc>f`IWmPBusdpX4I&wiX3rNDEo z)b6Q#7s+)WH&>=iQr49s6*LDhhaD=6jPZ2>5wU3FTc!YhQdXC!SkPwB98Q%Ezg+X- z*!^{D7YI#H0j+ihRAI(duZYx`y*}3Z?1HW;`%N^{cg_oZ-o6m8ingD%xpH5QuP3rO z5A)xO^Z5&q@OrXwcOVZ)Vy9czPUj3A0g#xV~Ju0dhi;EOhH70jlO!pLr+WSM>>SK-MKpcaV&Jh>gn$a2Z_ae$aioV>f3D|N^ zo&Fd~6dV5cJ%OT81wW2t6A@xgWYy;N_uCM&aw++@k_d()9E!1sWmZ7 z_=0IB5~jM4*6Y_`&X6Hn(~b!Y7}!y4AY$beHSQ4~kFfZ!ft|jtYVL8R40-T*2>EGZ@>%x*#g@`TD_qHsUI-J|i{KWe*uLO*EBKYTzE zFZBsUyUgBw3`3kZbDo{e_6FX82=rNl4yli6X`Um`)c$-{C9#lL{Uly5l{igg;T^HB zm^+R8_wYoXNuQ`ZkWeG^t2eZ-Hp;MpEL9$Ym@gv>`_`P>=UW{&0TpxhS~U`)c~Wl9 zJp_69T;-JzFP~#{43~~%XeG3DG4Yo4o=V;R(`q-Bhl4PQ`T7%zOF&a zBLgCpyoV|;D`m-D1L6!j_hT!MlBe`UMdUSaY09-DaY}i^i`fN0IDWjkm%ebamb1Ip zBW(Nh>VxQPW2bFe`^2|`Xx)c{t>XWCJg0!$&B_TrkNsxTvkz)?0IYxGk6+6UAa9)Q zXZD$S`20DIMbMFfjd>7i3Y_I-Mdp4=?(VnXO9_ zyBAu*7o@$XQ>6g-5{@^1DhXcz^$%f3XRa1w-KjNDCsRWz8p)}skZyZGOzO=jbM~q_ zv1@tHD_)h{>XU#OQ_Zix+q5>+3JB0_6ja?}>>G2LOQK z{mHlg`W=8+00>ir1CE`5<_QzEn-dymU4ZwC9bSJ0)TT`b{j!>H@mRos*JAaL5X=Y~ zUw^Hi+j~k~(1vs??-hwxvToRJ{yD$+s#@8X>brLIHnrtM&!7VnuB!4cf8#*LOKGYa zn1dm{QA&n)e2n<#Pj~Gnsop;z#z=W-{QmJ&H^%hfh}pq!`GTIDQKJR#oeLRNc=2PB z5S9dj=r7*=8J&x5hJ{?ey+fMy9zJ|{@BV#1(8rhIrvJZN7{mtTIzbCVTL=~o04r-V zfQ`3a?vp_N&lZN}lesUh^DP*uf!yJsa?|C0pLA9~zV!6tnmuRkS;B`RgD&6e2RxKj zYlxnUn4PqOm!V;@@n^GXP`=PuNEiCFp#`0&eM8M(PaP~r8#kupmr4`{tPBYiJHnQI zBdpvyABbZSh*g*c^}d~qhYjvvxGCc70?ftW*%0g zk9xWUGJF>Kh4-?^TUEzQsp!vtuq}Zlxi;-Zop|f%QGp(VZI_e0=es323$^?SHiokN}NEssCaHdJo=n{q%pjCM15~1a>cnY3(TQ zy>L@WhY%L@o2zTYYzO-OZerp^phoVJ#tE}kT1PtsT>RM`&d@#PdKF~nkKg%XeBN9e zG<$D)SKnPZUDm={2aq}FG^ic`Sc$&!?qW2+V;AE1?mnN+(V!j&q5c4kB0Dw(9a6<7 z{y^mcKs3UwsUOS9ItoBJ*VG=|Uye!Oa46*5CbDlrQe2|Fgb*8Bf>DWdqw!o$qqgR7 z%hM7*ZmQ3XO1dA5nC&UT-j8=w-Gpl;v#ryJ(J;;Y8W*6Y#6r$jh=_o4jmhucjDN{G zCGaa&SN^x9$T_tmUb=)jmWRd=TGSf98o1+3ZV7sj^$WF+=D=(=)*p?%Y)+Hit_zQg z3x9dWKu@ohCTM2d8Vq=WC(>Ek#Kgq^n3Mlg>Qh()8*^IwLJX%hvpy? z_SW5UzLnxvc}2qgg6LRRdWpFDZ>NFf@ibZNk=ZnPgghbpFjCU%*wQ}eqXW!V@YR5@ zg_**(11;rb_*d>>#?#+?!mcc)0cAwdFKgitpw*H)Hg?W+NGiztgAFL7WM9w?*IaAi zzkVNdL-j0m$D1_yiU4B}tZ3T*{ZQTqz;%q0PIrMk01F5I784T^sP>u@D*m4me9%k5 z!Byy;zy6j%EG9NKS1kc_vU)yJRtAMhk z!{C;Rm%Mrwu29l-4%y^) zAPrg!-K3dJ1NXW?Td@a_J-Kg`)rx{k=mcJL(HfaP1kD7>(d2jwK-gFSUIDxerk6e( zL{?B4o(KnD`aVLOcainscX3ubZxV2R+z6ae1bpPy#_+cwSYXE=qzgpysrZG)9Zs+>+& zgEQLlJ%^_<2b%W84rp2XiEtE4_f|>Yq?2#orbVf_5~Ty@BW10Mc`#I#_JEzpl~=u} z$h~E&!MoKPF~RwwXA>aH4!#q7JxTKs|8)N5laFiN z8Vfhio-^b9UGWzXIgnV@oy-NCOmrHVoA(3v(FT$L#u6EnjvwdqZDA7mDkwzq?;Gc% zL03o5JubFAP-_u7JBL|}X?~q?c+C_SBd*NG1|8i6BA1~r1Rqn{ITDlxvUjg9rtFOG z=zJl=va_?p^n8Gyu&BE}-)O$T#%w3>`vkE-(nu#{-t;mQT~PX`Au$V2w{B|l@3+I7 zyEeS{5<)n*!g?H{9*2LSm>)PviDRx@vNAr9i@4wUhxMUbpx3Y4JuR&kDtWO$!o_=f zG>!`H^z%bsTXiB|FFgzooK}DpvMoF&4S|4c!g{989YdPISskkXwiq*k>Ab*X6dZIX|kg6WDUq9)?&`&*Of-AgBngE}@>BBVn1VeoMaE0uQ0gv<5# zG7me}udOK1RFE63N%5)A_Lz}HcI=RJJ72tv2^+8NF%vfa-@#lQ4Db(f7Z9?AFkeuh z?SqCk$;RDrZvH-}cr>rD@@K|tGT*z4(u6wVCy`P)EW(Po zUHkXDQNp4HL`pDdl#t#uf`oubx0FbChqRy|D&454bZ?Mur9-;AyZc=Gd7k?h=N)H^ z_n+e!x7-4It-0o!am_0}-(ap7FvX8w0Rmv$i((iRR3`>;j6y}DAs9|l zGbme1e36)xsd-bv`YNKW4$AZo>Asbmh6)!B(PmsO${nXNI$IIRyXt3krolpYexIY~ z#s!CZ#T5}28QK9R9eUD~FO2F-F5*rEw6BSFx7(Ma z{78s!q_nL9D_T+F9V|AHF|KdGo84sM=a0$x(5Chh?}f(|IC6$2cvop4Pn#%i-;NUh zf*3T?NI$sVmQ+ej4+o(9O1XAnDdLHO9NM8(lhD#Qr0+mA_P(O>?Pi^&krD_@JirUO z>JE8f_6v3QqeawjWocZ7w5EAHp>y7wWGBDA^-x0K-myb)a66)GeEntb4%u)I%5pnk zl9%&=jV9}j5?APnVVM4&mO|H z5+D-cNHKxo%-7(+ndyCZIA-gOh+(1VE}^3;W;J%0P2od3l``v*2WV@#POf$lvbXQc z$}P&uaO`2ycvJE_JesnZd7_7U0e;n*^fr|n@e`Z_Bku!$zqk^zX&LXq$V+9Ff1mUp2#!&ggmBH>+rtM+#u3~0w2g1{>AlOvoA)!IJWKEf~ zjeH2>c_;Ts8Wu-9Zkj-U2bT5$6E9sGU2F!&M2S2AXZR@7aW?ly48W5tn`f=}Bf~db zIMC~C^0V?JI;Q;`9m|N%$ap@;-Kf1`gC$YYyKjo9W$#+L-FsdA*HG3KCp8h*5_AZ9 zn%GI8p&25b^{Ydhf9TUwii~TaF#L4OB(#j2(*rIggT9pfr&<-vDa*;=)>C^}kD+uc z#wnt#a$V(07)O0g4iUOp4M7&%!Ef2Wy-b(qe6z9JE3YtB;R^Y7>4Up%u~k+-xv(Hi zrKG}_7VH)!x6#JcIcUX~s; zIa)Sa;#AvA(n3yDxOVVnk#+w3_eVw1&KG*O}?@%8Fe+<;VZpr6Q13hc-g2G2IrwC6#f zCoV~B%NwqwqJ9Z8;N%yHyq3-9rTe%cz908YoIj*oVK^ZUQ58LZ&Y*rRz`U)*w&POa zOLe3_9nqwiI4yFljqvoyly~L^F{bxnEz3=EAY0l3qbVNQ0&y-&r=QmHrTi496A2_dIe|b{dNEW}g7$@NA#f+dP zs(cd{oWXIp_GIwzfrRs$qzew_@0PXmnaCfmrEdul(&`hVDyvHkem?gV1{i7qBKnuXCO(bUe7B>p)29YP6$)`q62PRU@9pqe%Q* z1&^5~D4Qmp&r_AeMSK2bS(_(yblJpkb3%2}1&+=+#?;gIy-tJ?4?1Sv6mSfd;GQ1{ zAMR^$zF4*EqwdZB@{`kLtI>pJI-L@G?;_hv zy5oU1q566uUw^~41c;7o6|gX{20#fn_IG*C`bNik{UE$z1DhJ3bh7_(olz3SJjx82 zS|@_*qezv!O-%+3ob2!b+Ka%&XE+Di5O1p~kn7Zcf(@xASN(Pt2JrnLAqwkWw04h! z+kaoj_x0;Dsw~J`@-7-u`Fe2K1Qn6jkJ~Q@_!AXkY)(!%|3GL&{+0v3dHB*`w|_0< zSFK$l`sdx9D$YGSJmVhR#luAT7^aJ?7??QbL2Qhy)py(OcMC^-0~A>A%=c}Oul8Vd z2;e^n52QxkMtT18o{nf+ed|;noj5RzVZNoWOBrY@v6nX(6_fZH3$1=^k6nG-(ng+D z9#<-b-^j28VBZ-d%M6Nb{xyIn_`S1kX%d73{quo>Z2 z)|_9-ZGS!e%Mtrz_vae9;B;_(FW!GOUEP)R)Jwp^l}2oOYVksJ#i7s~kTH}6agR!k zL$CTNf3LHy?pqhSWYYZ`f~#}UJgc4k3#k1|q(g;W{at6=!4~)(g6c;MpH0!p^>kkK zCVs(J7RRa9%W%97F{0Q4PS!cU8Lm31SKLy~-gcBd`*bPgchVr0$+%vpJ3_#y-G^1V zCUyh8+aFTJ%27pgxP!+|Qs&4W(wxG8-z7tty!AL&mdl$Za|iw|Sv?cG&B^C!o) zdfZ?^MNdbEoAcnt{*ob^oy!j#MI-CFPbnkq1QFPg0{V?#OuQgODb1OVU?||(*AHI5 zfn3M5_;B=IgBG?ObTY04nicZ9%D>3x>nGY`H@cRVX1Q#UaQBS~xN?sKgxFR?+p!5P z!CgTxPReAj-&n60v4(DJFy&1wk%%+Gn|R%cDJN9(`};rh)|71`4@-2wTZSWwp=jhC zP~tl~)wQo}@7{PI@L9A0T&flEb6eZK%;VQKx~wf z!Tpg$y4Zp(K@{d3`2$SV_04}h;(lm}FEQV(T3Ztp8`OyYAIw5J-nkdjNU|Mg6?tp@ zy#cpMzw&Xlojz<@Tm1oVS!hGW?$f(=k6<5@e)E+$rJX$Qj9J}{W|kGB6)P!YIoB~q zYyB97RGBYPIeVOb-Jy)|rMt*0!NI?x59#QFf}oYPcK(oEkeK5~bv?yHAj^GeGC9|V z+~^FU(aqcAyUgq)FZhcI`4ImsB!3KMm;$#gezZNFdl@ni+eix*#Y}ein;afd zbvpn1A}$5wLZpNdo<09+cwGAAD|_4fad*J!LVNKh`@-+Nwa9vB-j3ShHoi39Wu~1w z_eg!yXcvSec!T!B4+rtCg1?w|e>Jbl zO*_T92JzMqzOK_(&-`kuT~q`?tVpuIki)BPjPj6d9F~99 zqOVG>e)^=J7ewX<^43*sNaC9P4BIGcyZYzNr7MOs*?2ovS%`XICA?vVo0?yo+C_~W zMxd7zEA995M~1%H{&P|by_&kU>qp2L=l)e~zY)6u0X7zfch9yG7yAn+keUZ6YA+ui z-`h!n~PBhmjw8vd>$}to_#}=bXy&+H4!fw{wMV}wu>DH5AMc-;4 zRcLb}hHg~aJISo!{17IEKC9-EE9SL?tYIlBX+GHjTDE;G1;diTcm1ES@^=@jsJRub zi*ERj?><|UUx-S)>cpkHQD&^c@<+3-$g%g(ZEV1Tb+l!Y+mEkgET3}ZT-}X+w<+}^ z6G#5P#xi3oN2T|ihKYJ9-N2|5Y0O8i4v)g%uN-6$n#s*ctM;nOySI3Xzv#f~U)-bH zAg?H?f<@j)Zt-w9ta+P&>bCp~>6=QlN)ka5#N zC!><&kKzYkYvMkNy?aQekGPu(NNr$jgHch>(mu{7$zt95nfS6u0mO6!efE{JV8^wm7Re? zA!{VX4o^X`4Rhpr3$ldvH?_pVVaE*_@&=`!Qd=k|?=R+=Ik>mILYYI4yk-vMw0Pc| zt$dGAO4y2SZVG5(XR*B1Tr3<`U3@}u_UR;ZVH>gdpDpvAyqG*e787S?(3r6aJz@BD z<#%zztP3ott8Y4}9z0T=k3$?Sn9lRZoV_m}y+W1Cg$!U~w;zNWM^QbJru|H!KJtwarLXj_b%>qR!hU-=hG|(8XX*}b2-Cn?v{g#Hz(fKT4H}1=T0;n zrV`Kf*FCu*W1PdmO=e*tK8|gDXGC3p81+rRRS&!S#|MUA4bG|VE9<)!W1sF4hkuoA zWs?YcLQHz|iMrw~+AsnOcNZG1sDRd)w1Nzx?;}s)jibk{>$+Y4S{7a%R{WrLUhH

?cx{kwtb-_wbS-Sm^O%$;+Lhku#L=?Fw7mz=)HHRXUw_2$oIKK`{= z{LRiLw)-!=M$Rc@?W3O0Gi4qKM$|@p{hn@bQEtdrb+&awj$Hbc;vz=zxAhhH`Q2Q> z@QQ6gz-$$TS;#+sL8L@`p3nMCsG0~<8`g6EgVOk?_>y=>rlKl9Rnk zcydjtq9y}-MO~F=v6=6-GwcMT7E(qGQA1BdWYXjvD6D^*lZ}M!+pd|B4TO;zuwKE( zqi-M-%R}A@8WS~Ex!)Mscp9}uQEhVC@^SS(OQ%LvvulDL!Xa7rsbGRwhv2$`we%TmN};>2Z5gs zYR@%P{sf-lo+fPxgmRE=N$t~Qjpw_CPocCjtzeMPuHmlrXJ}RKzfe`-aBsCp&q-{7 zC1CJFb?Uf1jGGTIG-gIN7YM`$Exx9tZiImfO#lvfSpR?NdwCQ8k z{hI=zD@X+x3x3bBT`wDGyHL8$xvsK|{0ZBpf-h!P(Hr-2S;9|4Jhoff2Yf?(k^5P` zN0;x?a=dByEkX2!=;=GTdwfi>vx`Q<5-3_mrng^z+#{kR-oGuv+M3p*^Asj7bneCg zhuV0cERRor#M@v-tGK?g zTPJm7t!rKEic)s1_+I}ss?=$@*gfGpDe-Ob*3GD*kXMqK!K%eHMSV0SjNOcTburD` zlO>}s$})j3r}RQY;%%nCof_Z$93q*-Z=d;PVY5-1XZrHjI7iJjL;9V}R~OwBlC2GGOy|-7wHUr;&Uc5Q{ z1a<#0cVy8Z7k`7}9U;M_t`tRhnGaU60=SP)#lMf3iK!d2!#iZR9ueHQHq-X8Z7eKz z>Hcc+XmVs3^O5aN_?{c5->T^D)5ZF3Gb#I*LBvbZf5R8^Ucm}+z_-w4==$SFM#^7} z7Hjfqc6isMR(ijuvl?%{xJkKPhCSpLjQ92d7sF@Y?MqCfCkIk8?@RM|q5H3t;KUzD zsgxafK37tCQ=GgLwQ<{tj5tU^Fh==M_V{%F6XI~tFx(ab)AqgcJZNGahN6;EttD!# zNs7i(0>VW=ik*y9(}ir7?h{WmXAbR=1VStnJEPH~4R49BUK_4-}RDYZR_xgdHXixc56wCGSxmrWlydUzYpA!+VP$N)(G<n3e~|<2NAa=cmTc&0+q3!&cHYc zgUt?(w1qm0=>DBmZUItKXs-#s*p^d4Na1hBR$3HGG}Si&^ahw{EHDILPD4(S=Wlk@ z;FnYJh*!mZ#oG4xMK22OKAdTy<)PkPDWHdU=7%_h*f=`EKtN1f51gzGTpx%_&cHWK zdcHnI2TdSYWQZDx6>w%lSfSzpBL{rq1_-!4g;*gPqX!vokAXJ0=yhgM`Q~d`rkxsk zP}#}YFD4GgJ4Iw)btEI4ZsS4vM_uQxwq{FO)=fBk)3swI&DZ{y3c~_~iLI-#qolv`@=eNbelk1-tT!N|7kzHPX#fGf8v#@K?6R?A2Bmkw@MgrpD_s zAHRI$tE%6kjC8xnp2{u}C_!X*OZHJ8m5Jl8#6e3ZN+%q=_{%|K23Bf%&V!UVltR$= zEy~7jsYsPlQUrvQqDD6NrfR1i>;_5@EI&e) zamTlNG|pFA)<2Q3k?_l{>0fZ>#PXwUDZH1l(fY zjS5I-sdRfhR_<&Hj1+V-9XeeBN>&ozy}MzZI|+pjO^MFqPpz!jXlYN*6(DhfODf7Z zpVyrI(?v|%h3Z+jaOnB2P(Me-eH~4wRMX6y-SCZ?n!^%@_fPM%S0V~nUGH{S0J1U~V7S4W zvyw8Qy|_~zYmLPNu`b9O__H}x?|L{DRC(}Fv*=26Ya{%-^1yMW|9w#rmo*{*Do!fh z4{~_!3H~pPp5B+F(BD%f-}J9SY$DOIPa4Wskqo!EO&HhkhN`RrrIGF22(R64sZ+qBogS~`mLsG78+^B}@c#ne zxj)y?cxr6CW;CCcR{8e@vDu|-E!SfT?5?5P&8M~C;w)}6NQt&6Y;!~Ts+*6{y8(LC znVxlQkXIMNn*r0Kz@+(h3s4Lz45>n$vt}yy=3UGE2VLpdeL2Ni^Gq*%1Wu&5i}_=F z*iauwkELIV8Mb*8``uFACfg}#pLvJhc?S#=|6t4{;XT(t8ukQL!fcN*F2aa;as&!O zTuuM<0`FB<>R!;nxMemy8XKIc+u)(mKxr4fF zcTcaNcF~tcbVwq%F5#cTmzA+OO562^8;Z=LQo9ORsN;8TU7SuOBPjd!8Iq{BSSpF! z2??_zd+B-{xLPIeG&VLu67RQhPc>~@EFf0SbO>zRd;B;O(n@w9YQgdPF9QN{(8PgY z?xckY5c#KKVwVsXfLM=xWN-;GW&H!!-Jh2~h>*cWHMjptTv3lJ{9B&bA6S8F(Kb=q zJgon?&bO|@pu?*0lU9`MGc&xhZ)M(PYGyjM`}(k_+YC}!WD}R9iKp>p@0h(?N5)M_ z-4OQJ2_Gftn=|CFjh>qxI>r#y60S2T`&och_=qX-p`TlXhSJLx$>uidON}JJ+ zHP6$YFGhBSqR(Z6CU^Xlu|E+d_IxFiFCAseiFc#2W_7*pqckS9HEE0A!(KHby7BuC zcy5HM*bQ!vgXrdlz^0F+@lVPJor*%urC_s0e}NYR&$;SU{ufXz2csQKV6XPMo~c(~=|2IC-$a&n3SJ2o4LZ_@^e`W!w-f#nfF5Bw53sONP<4T zz|^#OI9}CEgEk@1=WB)a&XmuhH>@~gW*2AO>IY$f5t&|%bKiFX zbGW|lC(Cx_zZw4MyLUTnx9sr3ne4ftvZwM(ItI$LVNrGFE0(xQiFfR8XStJT4XKKe zYCn#()x%$-!0*W^4;Q(gosm)0`S=EbrS^rlPoK5|U8^u6+ga3q}d zuQ>W|*Vy9Qm?g_PU;hpvt+x}qh-2S#-z##|t@YvYUbBJL*7{&JAl!=A8|}XfHnXpV zZDIcs(K);3lXd-k=?T@zsA>)v48Ex&jbQ~;r%4)>_~!jI zES);Kxn5H_7K7*`oFGF*$)ZK@kQpu0y^!FPD|F&?l>!f7`>NKmxlw@A{Y3>IJN_Gl|T=*v7pVXZZ7r%6cr0!mVEGtxR3l;_%h>n z>KAJwsAhR94K{D1vp3*ufdjgc^gXa~{ILQEjjq>Omf5;$k0)MbVHu@%u3YPST_VeD zAC)iUjRYGmpTqe+>~kO0l29X^mW2JjUQf?%{WT!~H^S*e*2R}Ll_w{I`xRW<_XEG- z^`3})CGT25U7DorreLsn;hKS7Y0vp~l8vI{`ljg}c;85cdHbI;p5d=JJ!?-ge#1%A zQc|D(C-2sY`%0$aU&7*<$?P=-(fH2YT&E z%s%?3X}>Qtq8ee(8$DfXKg~PBsc91^Us)_KEgfitU7lo6yb`BwTf~_9CQA_D%lLe8 zY145i_k@agdjwFMDe>uZ~Oon0jbU`z)lMEqd-_Q)k8T zy?q?r!c@qtXy;I%dK|*V`OgXXF)lb0D#{M!lg{QeN=U8l!?7YM+uhEnCxSBe6A-S6sC4FC>}TG#l^&~c!98Aeug77nfRxH)3%~><vTP%9+jWDSP~ zTy=}WD&fZ;L9C|lwn5Td9m#xtn40*66m8L4E0l@Gd_{J~a;OUZ>hKRTFXzh6OPhba zs@w7Q6}#M(W_|t{(X(3M|EtKG#M0H<<;NnyIuR6N<$h0{?bh|h5#R0pZkn^0by%>l zufBU8in0}E-6(R$YFuw$h`LqWL7HpeMrmNEyN+BCDOE6jxbP`G=_^4M6QSg}TK}rJ zGB47-h0B`opIZik2a+l>zE5>3wC^6zva;H>uVXq%?H2n_6d4-%rehk8@1kQqw zGJ30Fl>QJ-JL6A}ezO169$k6)Y~6)}?;D@R?}?h@ioL8>t!CKCf3voZ&DaOv1lUW2 z-bFj;z&CJSzFj?TsIcU4Z2-44Y(4weC(>wey3MQ!u;SFH+_+C+Fmj>ar##8VQ+(wF ziDlWzC7Pb9LA_(oY}eMwHg@BimV6#_Cl^*eb3rPH^TXO~zC2OI7mn)hGS6<0)bExw zIqW-Lc2nH_SLO%iEtBNqSP3&f zeh{e@I9>-1)(ALZKX>?e?U>tf{TgwD)9JNV8lN6{eS49G75TB+;Mu?>T*z3T-UC-X zG4BB>+v`E!J1iJ=MDmYtWw}t|#F_4kz8MSL{EzG@*3!AcvO5~7Uw9&ablCRQ*ILo5 z=PXkwOnD;b{K}p5s}6$on0nhc4SS9W!#UP< zLfY@2rDkz6WBY}YqEd}itMK%kp5A^(bD;s+>b4aPzrGmT^$9$-nt`Z$54f5HI;~ME z2|3T1GMFj^6#fc&JDG9EU*|4l_r42XdcPTybu7D)f@1@1(#ZWd*NMjszb;cEw#Bc0 zLTRMBaqFWEz(8R5m(xA9LpIgA>Rrz{Fv#0jKdCPgG;h^X51RZNFlf&4IH=d41E-GbLa|1F{UEaIW zkmYh7s2HiCm`OBgF28LS@3~4alxl|6r&Go(-&xvjaxRQ1$rHQ3{2#~q-_22Ko`A>z zv~yg*yQ2Q2b(}u)-gO^EDTeQkLhpCn6BGtibyfnZ&NMzx?U$OX+5BSunU(RiK|{pO+i66m3Wl4tb~D!*m#yold{_r}Ij{r#?)G3-{<7b|OPh53@fs7qDie3hCSwWN~C^jQ3md_rtrZm_It_e1{`c^_`m7(TzJ^pu(k zb}9i^lN!z2l7=2*qNBU?OPImyJ*60}1#J#NAKxn${M^@m zZ53_$*SZkd#?p1oTxX0TNpS)H8|F^)$Ag~Zyz}J$n(I^Q|B6I_6;bO=dJ*)n-$V3m zA*K&_1v}Q9*rIpK{KHuJi70NDPo!FVyRd|#vH(YA@hS`Y)HKRC&?J;cw3ee#rj)J~ zvmgg08YFusEqkeKBoeB>0!(6@d&~ENTrF!q*j@XoV?l~PDApGALeXfiE;KHW>`tcL z7zs!s(NSrXRrh*~!b5;tsn@mx5SUkmd)T&{_J z)P|Wn8N>f(2<4zq-|p^w2Rm(kQe`B4LEpGu?q?-Om&~^M-KO(^6b9mD zy5TrQidbyIHCiT+1KK7NAGe-&WYpEFroSzxZi#H$C3rw>J^z~8V&mJ~&-E?V9Np~d zKbYmy{It0iE9(XxYWs@z=Sd-#EqvNpWUg6aCFZBlq5`?%-2_&;Au+>7L{Ll-pN^8H~$DpI`#I!DHcD_err^W0w1EhE{#hhodC( zdu*M7iPbT>-4&9Gr9Hb&10+3{z#r8xBNwiv!p?iWy*e`U*j&YSZ%t?ZjcVlj!qp*p z>FWv{%CvODF|sa966tY@w{MyRjxjsOJX#tx%MsYguwIB?>F}_(B~jY&?3%Gs9{-8) zj|JiIO52JIj&UBP)8a|72RAgn%|AR7dh2;h*hcV++dDdL7S&V*JYAKaz)ffi$X3=r zGxssBlh`=9Qxbh7(jI3(-FZ>D?{4TO64ZKUX?9pQC9l7)KJ@sa3S4ix_G*Mi9)`NT z2^z)X8T$m%g5A3XBy5?&e>LxN5xy*s_l_s^Y!j@4HI;TR4~f4(ZDmFOf<$y_fBB=J zJ3046_UDLlx2kW(f!ueW*AiAN_&BF5%-O~#J$4SzxKU`IboH-mbu5)LUg?0P!fGG# zQ{Rq8y>f;-BXmalZlD0&%0X4X_Um-XzX{PQ2gN@*8}$c9)@6tZnC;~7?X@3rMi>5f zN7#V*2H~xF>-f$u!on>NN4zoauyaJGSw1phF55KX6r6X8qb&+H+EEdmopc?2@L{%t zJ+rW0xlJr?FsaYrYr3;Sj_-g|m;rdMG+k(eqUYWe$Q4c#>(9i0K;44G(49+EQx7PAwaO{z zxrD@C4BT+%iQ`h(Bgjx43dLXAq1auBqExjCj|YcxOtqy@c)RC2tPwKA?R65Gydm0x z_l)h&3%Xa0x{>3%Hl;Fc+FvFa3e&iXBHg~=kyYl<$@`wuw-_iX_ZvgNRag6vj)v_* zvA(j0%fFbzJ{qdXT;Hgh+~UaiqA{DA#0Ve>kO-TEuqJx%^Hw{LCL^tyWSz~L(lz4{ zdr6y~$#{$ErddcAf6+i;Fq#!%rU>y|6N{MI20r2y+yfzpQ*mvlS>xO5k?D6CF1`G9 zw06&#Frrck@fllr?&owwGWFCSR|U5q_uOS?5`4-7pFsC-X3r0aBM`vzz^yA_8P__d z4)0*^8}1!R-&qYdB_B1(3v`Dhn>bMaG$Vl6hTRT|=dz7K=XKYGRcEeIW^{_v&w`(n z1rS+cJ2~aJ#(aHgxPbX#@_s>GG9*qBL*i6W!<>`tiZiN!%bgL9x)tsn4h7?dnaTS2}xwDp_fu9izYa|7y6e_mu$>7WC3lCYd&^0kVC=a?as+;r$#_R z)L6byA*-#PkQ;v=QlZdtTzJ988Wm-W^5a_j)QHaaE@57O&OAn$K);HQ06s2)j-pXb zOkmVRdgjhD_IL6>m&)*RY)Pa2fOzHg1MML77I7JP2PfYO zGCopNmqk1l7$Bgy-HN`qoI1$gq3?~(?b`oi=<2eD8bBW#5EU*hp}Wsk*Jf1FeNqdl zr=D@;j%@#OGivu<+-6&{e;clK4?Y?s1|MZAvC}NjHpGon-rkXUSMM97WK>zD!OQ1*1Qc17c_u@tAv|!HpxsI6_(_{Q zCkD9EMjdx`-Yv7YG-sm)HtR((9@T)4?Kf-t{qI~s?O5@y)=TbkTEe&x9t?c1%%522 z**xBy!tIwgQuIU`6!mBr5!eV27jq*01i3h2JyhV`>p&a!JCBoLwp^M#+;6tOusz^p zaf~7LfaVPO zA`0TU1dGHI3M4OXeo*63~miAce;2loqSe_#OQkXljeZh{o!|KKAl=f>$_L8 z_-O(^vaCfNWlsgCXpgde*>R0+yvB}~2*~QGMK+JtmyLDa=VJKV3>9sJgn9r{6^E0z zoF>Ox{Ah1!@Ps0$v>ayFzigN|Y;^l$1s#>5D{rS|0g#$rr&7yDlUxtJ62#Z0uXfE! z&NhB(M5=eTLc%qY3KN1SudJVpc)p|H3R~=YrN<)+KaV4Tho9bZahZ=c zMU-ZB8jsrUQVCh1wE?*#Gj>;`s>U{1VSON)zB1LntK~UH3C%N01N7)`V*6yoB%BSq z7^^;oYoXOwGN3bs$tH)4PrZ5<{wWAH8oe*%xs0O~zl zD&m1WMi)Lhd_-nmh0w24A})%~MK2I=DH@lT>%^t3JmSMQrUv($kADFInXab+${g(B z4ONuy>L9G-t5r^pLH+T!5c=DlZQg+)8P|RlFE?rEbZ$G^!;Qa^L+M5nIHADt_ZVSy z+k+S)&Hs5qoNGSqgXW>SUm)WO5;Mr{XK(#mZ#V8LR*ebdV{EOSnqrh%)i|QZd8s7& z{@Prvh(o|~^?)h>8mjm9EiDMDLZq|rioC2%8V$Ti_$_jAcn*ETA^v@1JD76^0$GLGl=*`+?ASk;78ZwLNpT(glwik zaci%SkqXpyT|AN)Pd!{GTFpp?TAEqW3)=jD@OoVShleic!aN9R2twIfI~r65JaL?w z<-W|N@k#+Ghc$%)Az;w+B!FTAD87A&iMaw8#QzZyr9Ii>3=Ihhe*gX(@c3e4V(Oi& z%8%XF1`^JvmLRlWxO}Wq6lyu}N>~ftO4&{ykV|_&9d5<0e9Qwvf}f+JKr*NU!cQP_ zdV@x2)LjljDbljCh7gTKv?U8Ck5{_8*VEJl6W(QDV%pxPTZh=-eSm)Ku~j{??T|pQ zExKZuv6~5*`Jsoe9)ud%v`XGV!U9w}mVtWU;c8(gnhdC+q2cfEPe4Ydws8pDKr}87 zgncr|&RIy)9r&vK-s{&;8KXu31~z}jdbV)xb9mu`^NgC=^nJ5A() z7#6?dGA6p98j8a7TtO5Jt-Wi@p9tDue^;>DIyxROGG6t8fEy{Bw))1=Yt^d*l!f%5 z=I9@IoHMw+OqF@`dQA;6%D#%XT4EAE0ULWm(CGtF7eQ(!W@d6Axqy6LTLNG2$za@L z^TA(^%n)KgKoNAI#SofoUD1p#HT#z^)2m;VuNB%nFI^9v8K!Ffz%35K9OxOJ9%qa{ z36Inc8pASBmkhx$4*=1hLcu<$bR_~#Fz44Y6I$ABdS(WyN+Bd zU!?HS0U=@qK~dl$LghO?%#;H&{E2b2Rpc%^ad|RoR|{fX|CyRiQ{tpyt1$;0fE^b)dU@mt4S!1!_-Ia-W$c zC!NgkX;YJVemb^${ayJ#D_PTNI$p{{E>)^j-;hf^N%CI?HQFdlD{3cBF3$4KSm4pU zzw`Teap6FP((y_rq)ROgrrm`z;QqfCmsr4lPQ#Ar;#IqY&>p*ZUFTQtIZB7_vUMm6 zDs_&k5C<30(}<_q0+X8mUR+Ln03A2KU+Vh$Tp6J~4jW6|jK|0w_{LU!u zLqatDZs|zjvW?7lWoZTZ16y-gLK`NyS}T3d#+2!ik}@x@EjS1S-6=nRi(Xs}%pOjP zr&MC1ZAltWFY_zv@ZEcpXdc)9PulWwA95+W5;UT)0QMIVt_6KVcak{|h1vFk1dIr3 zUy#{DJXcos9EAmrkWUc?DkR1n{~{MMD7?gXPEGf}#nl%+0N^G6Q1G)a)A6wUOap$1={4N*Q-vN0uF1Q8R ztA*?Q3nGNC7ARjWxR;s{!mkEP`zYZ+wH3X^ zptWLwMGH*R4&X&DBc*h8sR8}^;K75y(o$aZ(jX%vvrL5+vJT^$zXfVK((>|ifR%jp zd1oYYWNjX}cNgdiRH#*USRITAqIUZ+E|k=Mmf#KgKpjxV1yUl=91mC=_o%JgcH&|4 zL#sxDPz&q|oR-5yPmp?$0E5oY0qsc8IsP{+PH|o$xQ{=zt6g*ds~q>t${S zCo_Dxn#CbNv-kvy7ka4xNG7DY?Fp@iSJ%g5%AU5sK9dF76(gEe9%aQwe~4B9B3lT| zh^&tvi8j~=bet0-4YP)>YUu-iamI+#ts=!Rh0uhWq z?$yLVkk@BUet4kVQkp>O2;BpOu2v$yV*y*$;meH~kj+(n`7-UX+wLp#qwTqV z$c}my5EP^Z`ao`9l5&kT`tO1OWU<9iPaMBvMzLA%1M`;8jH)kQeBJ{QW%qEi^#wu8 zVXhTDKvwTTrMsrj-jHc>pL<1qhxPhsSycU0UJ}Ucn$NXF_9G8Q4Y6==v|tdK7wxbz zFyz6AvGN2pl728WvO)h-3rd1ZKu=I{gD#g%8VobBzt8x#zQ5_A8H9TE&c2Q16EH1#-#!?f9bT2X1m?ty0vB`UE z+;Ve+9TejW5awW1L>b3k%-aNLO{q43!&S4bn2<&C< zMZW%G)T0-M0E{Kow;U>HEXbPotcuzjSU3f6n{HTX|R&eoC%uLH5t zg&%zB^L)2Q4!35&+?}LrVP<;z7OzdpK@4!DAc;{UPyfw9O!e8CHP~t{|AMdpzL!>5_`)XH1PK%ECR%S2 zfFcMOJ~U{pDv$>y+3d8>$z<=$Wvm=nVPatc1usG}GMvMOBR4^6wEY1iW^t%+!7BV@ zgwI`&y6XJc8~{FbFx90&&GPpL+P%QHXIuXsKh1*F_<)wBzsL*}3<7<%Y@WZ1afHWXxJ z>i(Uaws8ndCdf;xXkPtQmodLz6$agc=FOxkEIee@ED8o~m*ayC1?X#_8$k!elj*v= z0g){tV&b!94-CMk{}+vVUFWe{?>w>?wSF`^JNwtYA|oTDqN3umo6hZ47)TYBK9F7c zFKs1g>$t9-x8TCB+dHS{%eV9ryyXu^3XHEq&u#9Xzqv@<0Q$Hbya_Wiv+)UItr80~ zz5EL-^W!DQy?m(GeIY3+DW2y-JE(~%`2aXa1F#ELilk1VlXt*veuGEF|JU6E4hfhz zIGpzLavPp78w?))(*{MB(iec{x7BS4(0o~24V#?T>4)c zSLmq-`|`f-!S@}kTih0dR^L4Pb97|Ooz@WO?H9l|d&62UUNrb(U0+VL|35Ls6PockbyYb+X38j6{yfC@35V=@x!H2S!Xu z6pO}7Pk_v*!u=0Qzk1dAU+o7td=@~*%KotY%q_n*Sa7=GLB^*23P_+DAXFP%46<1( zFc?u_YGnasq|?34FdS(D_Me8H$5ucw7%%`2?HD%v^TF%vSmQb=OWr)leK^8Sr_1*i zz1~B<{B2H?cg3Kfz5-qtq1 z*k$Xb`POtJsXh{@js3v+sm#=+SUCm7XmfPi6p(wLi(mIKt$^t$z;a(~-w7n^d->sa zvta^g%0{vLJSfjvU+$lGK-)UVAxDxt;iMfPo4!VGxacgzY{(0CZ7n>7U3+|C^Pgdc zvG3vvT~yf&>^!ZD!)9UhHlz*)XFuOUf}ydANxyqidpwU88skJlO>G5@X!*5PGQtww z3brFKeKcSU7XvCK>uwlt+IZ*YH=WBV!buyj-Wl&L_qAR-yKq|n@U8e!*vz5*=JYdy zOkaHhCDDdTL_R~z`VhJzH|o{7ZG?`+1bfS=*)wMhlibqhwRIjFZrdVw@@flvfDVQ@8NG4Cq7%yN;>d1UH`6! zIB($8)6r>!b?37&d24HHw-w4=Xoh~gzS@^=dQ5NWGGcS)2=@*`#02yI=C2x>^78VZ z3?VO6R61AIoCHWDm3oiX0DT20p#5g+INfq~xHStEV{fy{rt z_2kKuo~0$TU!|qe3JMC2ofx;SVO-gaZf|e@Yr);SwPib|j0hA%T-xn^UEH&`=lH9- zIu|}$b5+DgNL5X(x2fp~KQHeO^taA3+z~Zua7uX19dG94RkhBDxIB0DP7O{}R8-IY zz7xN&F#4k+@KJAGKE9`8R;YDy#AOu;iNDB82%pZGtN%9-{QuE0UYGNwNKGB`CM^)~ O=c(i~i5xL~-~R_(pJx*Q diff --git a/master/_images/sphx_glr_05-layer-norm_thumb.png b/master/_images/sphx_glr_05-layer-norm_thumb.png index 2810611d30942f1f421dbda270ea72eff4a5610a..1c1cbf0e7e5f471a3d53569eef620265838b13f9 100644 GIT binary patch literal 22345 zcmdSBWmuG7)HP0b`;+ceLX__At^uSG5FEO@1SFIO>6RK=q`ON}x>KaP>wkEj_y6_% z{(kVnYv!JN&Yb(4z1LcM?Gvu1B8!bdiU9`)hb=EBr2z*A9|QgoqoIIToD8x(;ox-e zQQ_!SAES6VvRs<{&*kkDrU7$~>JfVWz5UwS-Zcj`1cqB0nqa&) z@|tl}6W?9`lR%?^p~_Q(KMGO=VR#Z@1hGi8!Fah+^nqwJ!LRWD-+b$Q1Sgv|L(n~{ zD-?IbfiImR0xy?z!itLvIvExdgJ&74!3cvO+?@1L%{4ePMUwIMLTdyB$!VmxKfEQL zt#_pJy*)SWkD(dCDOA!bLCT$ik_foG0ylJXdnFMDeML))(6n^8|8`KRh79ptiqZ&< zIGVb0%J4_aP_+UW1XBua?be2ej4{4=A{qkaB3)cs8sBjl!O35gL%^4)$Eu$DeRH-A zUP^rIwyvJ5oU@UVk}`QqoKB(A5Ci7lfdm;D*~7yFkC5>1zS>|nxcK#}SM4h+D|0ys zU!lAx;1b*NvD5y6fwj$n_^8Ty9B(|YvgDgJh`#-^g8 z0weak*-G*}YPs^*h~%}J|Ml8+cXDk?$9SuHRHSQRq3JwO2O&-j7Mt50n~LG-x!c+< z=HTvbXCQH(5lObzfvWfS$l>2;%oVrKh2x!6M`N795PEU8X1P<<&@!r(W|PA*?$# z4bw~b`cBeMWOGx@s;D~e#d^ixS)=jI$PS;+-a3RO#jV>7Uc-iRq+a9P1c z3(=xW)iY+`2ni2eag*c7p6oh&?a@eQ-FFjYj7Mi@XK!w9_P9H!Yq&dX`t+v&+pPDS zc*RV7a`k^NRND%4UZxMexi;Fj?X#%?=)0o$R>$o;e9aneIn{JxqIB`C1UtWP746q{86p;+QOd#Ghr2&d(0lwh_t8ye1+7(DLj zwS%(MGa4EgS&5 z5?C8uHPOvCc#F*cOBKqB;_kM$~CRz4C^t#k4!^~4(vg9bXE2-z>c6hXu z{L+5DQ|Zk+S?t`9rieyU9+JRO{3D7If^IVV)@p(90sWre`0o@0~q%UqdoGKB$*PeMSiT7VLFVF65+tKWK zHVbk92sDK{?^!b{qznWC?@x!=(}g?<%Cx^GB@sQ`T`_TT#)n`MY1G*n+BIwu!f9w| z=vJD*$HvB!(~D_(3Q zLsP!eLXo?Oy}L%&!3w@>8w<5gLnxf$k@y5vxijtlpzdq!NQ=h_t>Sl9)6>lX5DX|i zR^d^wh`~0%#T7b+vz`BCI+iUi^mKp5Wjp_0)6z&FB5GK8_}a~OmgUXq*7L~Y#0=!M zwEhF}KAqqBOR;9*M2;kCZxn@M(i_9;$GfA~tgJuu>+GKI@yl*0Rr)KTBX}-{O-HS5 zzO9458on;!ykLS|P`IyPs|w{1!t0g6rcB?8Ej9X=ap)1m#yXr0zx8j`d!g}ti_Y(f zg3=r7jgi)40i0%m(pv3;-3Ca3AW}Q5_+G`v#I%ECCnhI{c6fLwbbs7M zF5nX8xY6r4DtwhaQzFTkHcZa%gcRD^6Geyqf=)$Tt@vkU3VW{~97KWz*sF*bs$KFjen6|ds*yHH zg*uy{J&r+7`M;tV$0CTL1mBuVBRd zMv|weXy1xHoR%~tNDZSiHa0$Ny|V*}fmqOumD6&h`$N@Rw|(8`7lb?<9OdJgGCe-O zul`u&_u$p&vLhiSh2*~M$plveoys+C^HUKb*mk%<`UwII$oR$jb#G*&$W1{S2$-*) zHF=9iNvR?ug97*I)2I5Trj5tK+hLFzgdWcS!1(}lpv(F_LNv_!mv@~4<<8FWR#HsD zkMjDjjb*ucL-vS8t0sx1es{_l_v{a&2Ap~78TZ@215Y*}m^*3qTD%bT^|MorzIBHp zbI0urDD*UzuF~c8{z?TiBCmD9u7|X2NjSWb5i~a-E$wy=q?wkhY-dZ4Q~4=rw;fW6 zu)Xz-jjr}UM0hl8?5zQ&tmgGQ5UylTwxyehAKzz*_`-p$OT)-m;1lF3{w6~VB<&S| zMV1;}CG*C|8eOehA1?I^lu|lxFZOm8>e%Jw<&{#o!oi~XEbM(b*5JIoKHc}^G_@HU zhmhq5EAQT$(&Q}rUIt|iFtps9nT}C= zoU3zxH?4u0-4>F3$jO0~g81`v;f)jO${?}SexIjxiwEoIZK|p@+D5vv0GIk&4R8>iOz-7^f1sU0&U9i@yC3?A7MuGbx2gBX#4rg9M<) zzwx}jmsdSKJ@25CMJ$J3!@^c`LMdVWV+uV`h@r53OMb7=VY4Q-NoZ)v(fcxHN8K_Q z=D(v|-9%J-`zeC!OZ}Ri$^5kf|Ag-aly@V7u;uBx6_{ONDeJ`vRMeQ%&JMP4P`fah zJUm%^+<^)un`Fw;x&lK>yrra^V8+iC>Q^|&s5KAYZSvoLXElNJaU}TZQD>@*BMnlg ztS(&A=*sfO^S_-HV}=@Rvd0Ieb(V z>A4cTIXVz}QpuAUgT3^5YDpEoaM#eBf;`^e>?VVs4|&2ydv&+dGn1!I2Z^&7AhIrN6(wP{s+a&VW2ZF&v14ZV>T6Sf+Ou z_UV&e5s4cRPhJ0tdVD-Jeb& zEmJjmiL73i!7rF5Jw`@FOSI(;(o-=O8>$s}934mGCpuk!6cljS%)a%yIvh5O7XH$; zCYCp@rmGv))O7bU(e3Q)?Bw`ZtniO%mF`;uQuFGC13vO7g&MVn(td7TWZgQI3 z!y1wOOO__hZ!+9d++13b416qL-lvsa^Vtl&wjNM%VejHJ3$-v|hJuOb>l=o2p7#~= zHISKU_O_z9w`KZWFbI@lus`;=k7^`Jjc)-4Dfze9z-c*}*<-_V1|S9}U<#Suhy0X2 z$Ko2AnpL{2%>ZM6qZCfH%<}yXHV23Mp@GQtDx#CKGYL2JKY)qcE_3)oeu)jHES2}7 z&euYgG-UDw_@5f4*8Ub0G=7(UANNzOskTugi(4`A+lBxQ;Pp51E9ss1{ zu@*v<{LTzzq1Kj;ogKGiYA_i6MY4b^Gl<22!UP&NxxM?)jYi0(*L`=?HVWt)iLe(J z07To<`t~g!L@#!w2;}$$oshIEv<)Tf?4Zq(c@525HXilNJ8RIg6)?tujcdm#FRxYj z`V$$C1MUmo79)n#K`zMjit$UAQXSRdk;WqtZfEPx;5Y~e;nr_KLMZMVLpD~py7smf zZvf0njaoeE$`=BBiW16sj*^k39aaaAhgCxbunUd|s5P17~@koEL3iW72%+Z7% z>!I(!b`6P4bi~su)EvmOH-@Neb>U7`;gD|b_jem#^QzT3oo+;na`;?3*fs7j{{G0B z<#USO7e!$P{$Y`Fh2<+IX_RQQf#A;X@(=HsMpx>UfwYc8CGs0YY7)+mSoUoXJR5z{ zZMg_Ct~BUB$So|2ohTn}i%VAaZKe)1^S(4T=#^}Y($Y=o_HPcn_4=hi&Cd_(`H$rN z%?zZzp?K<)jJI=$y+r(?TgpiS%}?U9W4RUeQ$Iy!tn1OkZZoyW0> zkB<+Z`yn}d+dT)E8Y~iyU?5gJ?;!#A!{7Ce8+<<3Z-LC=_Lqh~1js-Mo7)QKk|UQO zC#e;xP`p^#|@EaL*Uw{W9+z#gX1-~gsHdYP}e8GmM{*$FDcBSsPb=@%Qv7n$xDC zDHqh%)I$k^<AlZN_|YpRb)oeOHMX8-0^v0(2?-Ql-==h)cG^ydvy7Q6L#0Lt z20eX6K#B8ott!l{QYjM>}tH~MDyYifN7qYPFL3kRh>loS0LZ50f>3@cERle%aZcYtvMar(L#TCx)bGdmMK$Xf92q&B~kwd+p61(OW$kNX~DxI%lZBIsJEBF%kiS#iXCLG1np>w5;6?QF(p_U2=92>>phC~QY4;9R&?7{VM z^f4M7q%@qGFA48&EFqV95EfSgfXQ z|EP6OoR-}x953q0!Y1o<9_>iyhiQLL5WrvONa@wbxVeE{;FDvCKK#I7blcPBA4>n) z#=JYYJC2A$rJb)r%B6-W6@mv=0-*bVkujxU5=~xKJlvI>GUPs!&$d6PlmR@plOFw< z!Xr@%XfxF4KZ2c{ryeO=TVW0#+-jKznf|zyP_nbv=sYC9gOaUVW~yV#gcKcupB>PZ z(<`#LG=;u(ca)>UKGi}4W3;!2J{N1!uqc*czi*y>zO)KlN>>7zYCb*JT7saL^dVL7T@hU@PS-Z2Po6a7Ystyxes=h@;_%q=0I1xch01ay-8shVx^$?rk+ zD)IX`+NV!2#yAz!v+a`6{0o}Ls1CRwl#bH((4ZCYz;j6_i9b;c)F>!JDiq>1^t3_wr=PN!|H~jwamK3trHLT1K zchnl>eW;$_8gea2ioNKO2Q99(%3;*&hq18O~4=I{+TS&#?Ob-e=kSNci$-WfVY?$IBZm6v=S2cf_l8D_RmH?{d3U>0q&q zu3(PV9`7JY+k!{^kGr{0#~tx=khj)%b_PIdJw89*1d74-SdQd3;&-1(xuIh}Efn1j z7Y9HF{x^}22~ho_%OBh0cC+&QOG^6#l*Szsk_# zVq{q8slmYbT(|srOpRM`uM?TO-zdVGgvQ{DB2&!bqQMs&iopPQL=PY;&jA1|kb%=; z6jC+?t(vm|593#oo8!ce%dAc9`ZnPBxw6re|I3lfua|2$h$nM9&bCcA`+xHDsQcD8 zm1rCX2JV_cVa&b%Ha7PAgI`f39d<&eOG!RflcWuQ8U6^A-!#1%XqDrJ43NI=E)VDc z$N_3}t=&>Y&j(WggSf6W4PAM8c?n*;_%vCB4-!kKUxs%alnZt_mGByx=`SJio+`fx z$3Qb6pjKeB)R>4$=@9^w z;|W0BZqIkR=Bh0{R|8Rjn!D&U#O8nJ!(i)Ms)r0T+!q0O`OlQn|3cV1+ufeesrz{^ zIi(V)_?A`Xw157L08k@3CZ?qGr>3^fP6;O`r}Fwy8=m--6nO^+2S=irr`yeV)gsM8 z9KZyd|IUn#d?`1alBjBMR`eH=fV)3I#Ud-vW90l;G^dxln+D*YS4(C`5UQYH!V@I7 zMa!@e83Bq#CnVI&rw-@g<@LBF0wx5=EKlz|6DFzr+gp8M=1q7O`L_DkJ4}#qFv!>4 zub7#VRH;YItJ?dhB=0Vvf|@jg8Xt1?SSFhJu_&=b?^pN3g6l=z2xAV-u@YKMV+pv% zeM-vpk&^A=T`8jdhAWi)IC5CuHK&g5XiFb>j|pPvSvuak}QelGWO|x=BggbAsYkeR9#OWd0YlbPz@JD?3YB`tFr@Q18Hmz1KW=y}n&| zNyP6l2Il@mCr&KbLA|PqIUEj)9IY>kpO=#6F^L|J#z1$e@pvN|mc6~&;jo)fO-HcK z@qFX@ZmC2m4vy8@1uahs8iPP^DRbb*VUrGo<4bM*O~1P`aH#~SsU^yEeR*q7>2ieA z725Tc9ahdplP;~0f~FomSp*-?SZr5@{$jNq9&*gdF)wf=$Gqx1f~nZ&uP9!y4-LWWSTV*fA5C7{50i4GLzfCuC{?GszOno_gDdkbfXFD| zGXjWOFibE`EvKBE<2lRYUNV3d$J*NFoejfI8No-G+f4!rGc~Gz#l`37^Iq?=R4!yt zq!bN;xl|8v*+cnCD8ABqJZt7KW9V>S556Cg2)-W%=JWbovj%cFT{e~z1UqCY!&jev z{tWV`8i(zSN*fZFom`YzDi64kbVoPyTxL*DlzK@>gbKp2_+_p+P-nqD(s~J|yJ-E~ z3vz2dPRo7Zer!U_PoR?J20rlE&)bfusclF+Hu z&yV$&wH;KGq`0?s(19++qAhl`45L?=DX;WtsHS_77^_Lp5B4ZPV_QHIcn)&Nn1p!f`7=}kb;YkPVW1TcOh#WK?r{MBV8v<%kpV{M4> zCsq0sQ}uG>joQ_Ya0eUSB7)d9rd{hQKD^(_Dum2uL+og4|DQDX`W_~(@DDv2Djztr zzRs(auDobiFaZGqJbd;zpPqXUjdR!MRi%gNm;_1jG$RA23I$dWltpVBIuIe*>$ z2gPx@#1DrS+3F_?lSPpSc7>V({pxNFwI(HT9L>~}Io4&bfFP=^tvZizL~RXyGgg+; zbfwkTW~DU)JmuAm4au*BY;p<;xu7g(#cU?XZ~KDWgX&GW=D~fx5#AidJt^$)RTG2( zZ756dJ9qYY(1^oMT{e8Qn$^u~@<%kDMO2c7oHeVdB?c*E0Bg!38I`p@S1zn|BJ;T_ zVE;N=!d$59`lDK6S23Okd1<1mYAO4MStEoA4+tgmHP*6CZU=CD9>>&s(`9CBogs_< zPYubGUohZ^LaEHD@93U?*uz^BF1^--(3V*le9Y5AiMjv&{y=y3_Ew-H4C z#||0Z?Df2#QJ7Qq6zssodh!{S`f9W6&*u~Lhv7d5M$tICrO6HHDV;TRdOErwARcCb zMgJ2BsemZ;gyGZ4$;q{^6$S6nsr*($&)q^@CCTpt^@nqJ+h=o^}HiHcA{wn>#RI$79*-0ejW07bu(hr(sF z3}5U-S{`DKrLw%w&FD*mxRftF6Dy(0)9 z#)Lu)Woqq`#Pf3(k^5sw0CT#*3LSp9T2VDI0fd|1-}64CKQ#->S3tZn zeJ|gGO7;+7&AM%V!fs6&M8-a`&r=)zf=PQnx0}wm82&i*0ixLTu`!*`XD`6tcPhiR zWkWz(^yobzR^ZsZVHgQqlW|C%G3ym!QExC zk)e8xmKD)=nLHXcw#Y;l9jEnfbRPRDcryyTS}5ZOf|u+HL7m2Cp%xot zX(R6gZoj7o_rJqwpX%X)Po(Wa?FlHy|7mhRYV#Ed%E9Wx`&R65ju}Q$)GPX% zB>M{fC^e}OHW(mF{I6x|*Q!@^fW6Q@Ma5taeM=!B1IF5ib1z~(wM2!KcZeVxGpcHv z(OoT$bzDa=+ix?pPyg4fNKO8k$Q!ZFwhwMYDhbVST%QXlNsp%FhGLk_yeh+>lA;pv;cIPeB^UNe04fBio&H;Hxmy`&eTIo}K<~1c ztu*~nSZG$G2mh8d@}G;q{lmjRla>k>FE3G0N5DeX8~a~+Y>$tR9-f|STU!tw#EXW$ z)!8IGLA1rslk%-X`iP_y9(}Oe_xQq-?GNGh)cZ0HxNq8KUglz5-@-aB{2sLGrh!Df zTLQ|X(7mO*L(M-SEE`ylyX6x4)HtC*K;nu8Qw0Q@&r?ta0fAIdjxrvHzWV93rSOcy zK@lrp3Yu@f(z?IYlmwOrhx1=0fNG_OzO(WBKMMVy3L!lMgW))2Yimn7no_tPDAQI` zu$Me(WiF_uoW(Edxv6sR5OIzpSeKlQSgxqitPosf+Hdk59O*RXbhH@R^xB!S+P||w zM=v2Ili!;VQHl=SrMEP4(7WyG;xjWv=WAf}(2-jpXsk$r@1Q%(n&;gTH*?07|^S&x6Lyg3~PZ9b9@k zx_Vtnh(9I%OTjYj5}lyS%vgsHq{%;-4{JhRftwxw=B%`%@VR)IE?k1LnB}F=Sj!xb zanLydts#z-QOOcfuCrT$1I`y3CMHyO_p3G`zt#3YEOHME{%BEl3D$`p@-I@kK56&` z61_7D*fegB%O?oyAQJjK_~iPOnmDTm{On;)8K4L>3{Fodh?g;<8W$Ee=OZ6U^W4};3di61*e6? zvOM2e9?W)2Uq`vRWxlihRKq!2&)do7C-c}VDTcorc|48t_3DXIH*HTrBN?Ux1SyYu zgUmiOYhbd7!BS1*wFmd*b~#$kV9N3V>CL#YsBZPmC&gY8XtC)I{0>(8Pr8x6nq*MiP-o1wbrefkI;oV2y{Y|DZtK;XZPUU3 zARJpMmaAhlmaP=W>o5|M1`Hs^K&t7p=4CmQoBc65Z zywQyMAV#-@mW00wz4JD#Q4fgHgabszMF>%DP1Sj&ivVCVpx8q;$A!_{L~!qxKX0sv z4Pro~`JPH)I~MWd(&{ZPyGUn$i#sl|sfk4?30_S3(Hr|?_eBc|b`B1_&R3G+KP^FZ zr3%ul*4la5B(01x_HSy?b;T>`Qa}1jJ0srgb6jBtC;z$A4bBKvikgT2*psWR=jcSTzgIZ1HytLiI|&0nxj|dM_)FPO{&Gje62VQ zZF^XxxHUl01e*lGa-@B}2IhLY=nM;1$diFJmFTe7xQA=sLLa}=$G~JtbV4Z4;-|Em zL|nCYZq!2c{`*u{yxZA;YTCzHdBJ@(I{e-=eB z3%(6`mCe?L=253iZ20dO5 z@qNy?F1NRJAE(Kn17O)`M1YYS{9S=dRZ`=uzHEEFr5J+uq(Bf>uapOAdNb{hfa8l* z=}irdGl!GplBrkKk^&Z z3}e&WXkNd2WQ#CN+1KSPbiRw`XCbU5-~D8XECkO2F!F0}FIBW7tjEZyk#9I;vl#7h zn9~N8n}KY&rN|DZ*!#XON7%kJ;z~xUtWxgp)8R=Z03~5P%QLumxRCs>VhC|dd)^n= zb;-EltyRGMQ{blYTD#QjIrStdf~%~A2`$H4TB#`pbg6sJNJ1Z|Q5T|c&h!%Aq{2a; z-#wX}AqsY;_JGup;b9I24Ra>24DxW1a+{T$4B@#|Gvl`%kjNP!MH&ZZ(_6~E8tm`+ z{Po9HVb#;RA4g;g7nZGDy*poEW+0L$O5%|9JcS#p8|IaaUjvf+GCuhSxTVbG^0B3w#bIaD5!nj*NF$b^^T3i_LN@a$SAHp>iv7xxRVf z*kKGb^no&_kwruX(PGhJSOSPB8Sum0Zl4JCFy)68EruG{Yy_IZg^Ru4>O~4IUpn6M z{xjY+dto6-5cbMjkK%grbA1lpB)N(oYB38u*=qeSzi!7*GBa5ssT1ubg!Dr2RY5SH znWO>ey2-8hrP1urBj%kvyHeXO`m_yay!}97yM|a`{wjOccG{_Ygxq>a6uX1sA{#>l z%Szm6X-l=PkNLX=&01%XC!t5m$I0VzaUV4y$uum6*R*(?K7jMqxT<_u zbgM0}*^-(@M-V~?I}iV%u1kkeioD2qMEUV3W7s;wD9(Q-; ztseh`pWS99(PahRONZZf_`Wc%DVM+Q^>G$)#{IpOfqfJc7vCAlZU4j7#X62Qu4qRm z9<2=xLAZQbfNSCR527FO+A+Nii_YW%ad8e!ap`?MIimO9HnGbPVELXRMx@aEtTIj%`^FI4}f>sokRyE zZ@}R?9v|*@mRkhtR{R7>hmBWo<*8NH9Rm1YR0j4c+nVQ3l|=jBHr2ojgi=gQcdV(> zSiHVwlIYZgbw|{mUicgLx3#D3Et@YDyZ+cLjIsDlJHZqOX3|P8?{#=i_#|$zD%+Eu z2eD9u|6!IMt^bw#gF7MR`~Kjm7kue%$vMMcPFk$;Q6&2oS8Nb1@N zB^h&oi~i*mOc={n-Y~S|MO-E`f%!+CU2gkBhx7#I#Jh#xlQ>1n4>7mF9wGO8quZ%Y zH#U2g%{7N?>p>fyEoXaA^YcIF%YOVV{K@Uf@-_O+NB3Pjun3b&8NtF~Ohb>K3f`J9 z;#)?s_gV5e;qq87ckVMhiV9subZ-&N^isWO7@_dT^_Qt3l{PS0?9|$$A9Q&V!--7jBB)A>J0Hge-K&O}jlA*B!~!@(v6e@P=z z%4GD*j}$F7fn&<9j?;FY%j^7K;G9jbIY$-nvpq`h*z>lD`I)U>gxIMo4KI&LazAdhdSRmFsQ)TOlmcI#R#ic6d8SPfwAKYiF z=F7m!{~0-FPEy^^VG#>SmacuBMy`qD`B%tEiN7a{tV{-^O}9{r_$jG!exlGW@r-r> zuCG?T5As*>cr#PeEx}Bn8D3+hg}jp%vNGcaWYwHxF7us~k>{ z2#AU0e0+p3iQa62I^6zBTUK^9H4dfFvx^@Dx?G(KBXSX++nPkVeW0rr$DIq=C_WF14@FcOSs>v@v|Xu!Y!BX3>niNcI;04j zOIPgZQRZ`t>OJX0(>9tFub$pOa}InFjEHJ%dl!-Py+z8$K?w6uPb_p6X9Q;terv#0u1UcT)3U%#)sJQRK&m>!8i zp9(OZG+!-yKl`1pZ*F1}5`uw4`Z)#xXLEjbb^y>nUy6pxgr+zx@>Q>05&%R!tCe!&a@@7oZxgl@`eiE^bn6Qm%hBURZkEGb_s5UyMp*E2fC9 z=#r$Ls?yTf?bPc`PHu2k4B6NG&N&HxZVvc@@bJxM4YE(Ft@zdzkQJY8?CvI|X~ z(#X_NDJQEY|5q=lD5yn zKF_M^9!G>|QIEYqWRz8#l@Rt%)QBR$=e6)tLQ-smnqpUQo_Z@}{TQm>#?Qmo$YUwe z1E~4M6ubDqIIX_De%)`~M^VJS)Hmpgw^cP-K$v*NLI_)ejPFKHff@$D`h@ooomA#x zdvZw7TLBj-D5fWSDPftgBwAfor=&BbQ%iQc;sGqV3cai2Y6|BY5FkYu#o0Opf7z`6 zB*|ID`mZ2h$*cJOAxm*>Z%Wn$c8?jbgfjcacG?2bd%V|B`$B!YczUuPIZ$70uKPW~ zcbopj{HS-8;ml|3Fba9<#MztXvwfkq__@1}&zTP(k?@OX3#kdTUDO%NyPE?W(YlOi zUVo*){A`aeS~g;=AU9X7?W4FA>~A*UjJ|_y6%7h6y{jZ~Nmh)TF}ru!wZyW^tZzat zi7fNk3o`aSj%xXJVfP;~f|h6EzHm$}$;gO~g%)7?ix{-_A=!kx){%!5yk$5LG>sCT znV;sLPlU{=0``4lobfQ?I#O}n{^Z{pr-~-pubs}|3~x0>>;}J_!D3mjzvt9Lv|5_v z={j6neThzqze<5<#64AY``yt!l>rrFq_gM3!47|OA64^<0`v4*JL9*t z3u>0`Ma{^W6U(~4y&DTGW+=<3(CW{dNFxT8;e5icHE>EqkhOu%GZP_HpplpfCQo#v z=d4E^qF%^|oBWAuNpkxN<yabty2@u;tbx% zPt4+bzK_2G=M(eYgXv=wEH+Xig>Dz}=(p)Ld4IflAUiK~Hn1d+eDPJ0@1BB+mnv13 ztMDejxV)jjK;ulaYR+~Nr_`{VftxvfL@_a{Op!!49Bi`N zg~i<@W5h0YMe!AXH4vt=3I66s^W;H0UKSM57ma@&xts9bK|Q1icv<@mp$xVAJn)|g z^eBa(EYn@=k)&S`9+`>e3TcyEL!RR)I06-$xH+eYVUMyPYKczC@RdifxRg!}wm3Hf z`VWH2SvH@aH!q9~FPO{d^v@*vh^+AD0|2x3S@Ny$9!~&4jT^gMhlRAPQDfRW$ddSa z`b&Te^Ls1oqzEx1DE5CqaGpeP{4uyWBZ$e{l}p$;aMr4L71I>-E>)V4v;In%aD21}i2 z_Q%B>f~sZNmIC*03cAwrgRAa0e=8*q@#P+|RYt$WS9j16LzjzTJg7V^&2?Bs=1>(K zHqH&{eqoFTRGRI#n^dUQIbP{96?$AEuGG0{Q1P3|)=2^dbzU=AV`aZ+aa<|CK7;g1 zBT$+41Tvgc3yDOBbMwA>)K7I`Sqpqi_2WKqyo#Nw-IC60@|l2@E+Wv_B@3iv=_AOt z2G=0cRKA<^#%i|i+@V_Q)aw_7seE2D1Y!~1v{B^C#4oa8jUhE{LfpMXo?xlx*5Kb3CHF$euwGReMLRSiMModpYwHBc^mzmFNFVoatd0q zHjE2<0W(HGs#7=Aq_LfZ_lvt z_+L4tI?}?Z$|xla>i+X9CP~-7sc(!$T9^2Els0VECL#lZIc6y958vU-5gd6mnnz$b zA*wpyM2Gq@T&rv`T>|+0?>~2 z&mwQm!;Q}QC|yy)>T|Uu0cfA0Memkho;${gcUSs2Q5OHtpsBjL3m?3}XhyB_*7-`w z$l!#QeeoJWG7ZPojZXqiofZV~Sy+4t@y&wV;U_QL=vqIm-S_A;%xwJLkZeRE+_yH% zZv}eYHbZdO@&1wg+m8Xg?%g1J$4oYB9X{^ZNi<6muY3}!L9`YWqz4V~FXgFUnrz=> zoM%iWv6>OuyLbix^qWo*2UNjS`WPqk+LW8)Xxtr+7EIE}FLh0=%6moA8W0^cb%uVf zWv8Ea_lN7QlyrLEOvHlVC(kS717riLC0|H{aR6KRx2%X0@dMb!=YztL!n`q-?|nKnD68&ZBBFHaHKy#0Gq?8tzpm-7)T4Ry+KdV`)C2QAx&hEv5;8PBDtm&EyixvV1P&NUnY~S} zd)nHix`EmyTbB#=g+?u2`*YQyz~`aX=I0AqBjMUXQ*kn)W8>Y_nJ&3!2%h z{Ga@O%}-FAg1MySW>3VIr&I9u0L!?z!G(yh$gXt7?=BKJ7f(-5(Xg}@+P%EJLCIQP zQL$@fg(?7a+=Jc(aK=D=jVVtW@EYQRLj%%9d`UA@bk=p1v|nV|JtpYyEh_|#q2!D5 zfd|@cAQFg0{1#X-Q5=AZlRL9F@cTCswXiUSySsaCZf?E98Uh?R0RYf$aBzV7{TbjO zLf5N7&piA?m97H$5ZGF?j((_A=hxYrsPw^jkYM2OOyRWrz>@}UB~|$6ok=^Kk^h71 zvhS7QGdZs`?Xm(*;=p_egrs;n*{HD+oeF;&iv&hb-2-ir>kY)lsT~;&DUI+fS#T5u z2AI`IQtl5=j}PEX08Y??0qg@F4;M3_(*qkc@n(ZrgKGvwKUV$PZ-C>CgJS-xAe(foo7VT^0vwc)B!|#|Vr=&imkQ6_P_tY%f+LLv ze665L$(QIFk>YK6YE>e8GU@$%dIUJO0XVVO|CD7B?Bgr71^fN)#S!!|{;}307JUsA zFst08|CIle2orVQd9OS2ckk~I??Y?H=+fx(ehD6mMRIzH--`cyoCJ+QoQo;?|NRJ# zSZI%6mB1#ZE@W(FM zxx2lx;v&UDLHt-fH!8C`42oJOTmOg_ENQ0W`blRY^-rKP1^H}+Qr-wYhZpe;HO<6C7qKY3K#Vz=vTi+7zF zIGbSvCvO(CI+261xVjPJgm$fgb|N>S(|)=UoUS#{K+mL_=_2%az43e@_!^46nF{y+ zy|8~|#0}U4JLgRQOXK)qG8HA%tA$FEWok-qRQ8fl5#7(3``^9yPp{tJ z?>*;y&-eSB?|Gg_(751$^GdDYpNnd?=B&jp#)s^Z?;ZSGk$ zF=)s5&eMHr9;>0FOkQzmFTHm!Tqb&ZL1cxNWOjV^mSK8cBIDAMni}w71I*&#)l|oh7)FiC*zH-j;+A5}o3_QLY?-H5DwUZ!LnI&!2C zD!rIp*Nm7^M%(UYdpk*>BTD(k+WKoo@Zsbqe2HDh@GuDYV_V%-KW#ef6QitT~&h!J5W&W=rYVqi7R zaKAeSqEl$~Iu~XnPS1O{!JBNnDE6+8lv_;^x?rDkh?N(v020f1!xAf#&wC3RR=3Arpwjjxqj+KxH1 z`AfGyGrYF)l-%g;tzQLvcr{i-BUoXurf^}n8LYShuY|6yt_XF5=-FFdpr{O*8u)QD z#f#9@m_GebqFK~CIC#+uE%Lv7)Jh2YqHo~)>Ir2&_wNUGIv%yh@W08}+UCfZ{hu9O zb`A|VRip{Wf&zD)>1fFv9UUL#2brv*dM7n@HiV2`PPrfkPeH4ZSR9{ybaCvgK|_ZY zJxX^%pyr08P;e3p3+LU68ePG|A7fWS=lLuSDZ=@NH=q3_{Z&m?RFv_@{mhk5XX~14 z-R~Af%>Pb1@4fQO^$(m8EuzI1S4+3G^DQtWX|70U&g-ZvaLt(JQLCpjqCWx=GTyK5 z%Dd4dxa;_IcY52T+AEwp+z!|v5h@6c2;1BR>gx9Hwj!PN4I5L~^P;XwVN_CWvW;4ytb8 z+X@fsE;&Wqje&ji0zc{qX`(2xxOIpk8WGWtNwE6-@$VIXY#7cnuBCQpnwX4MQc@Bt z@9XQ^_E~JtgSy(R4P%Ur zbJcV3QA^taa-^$$d>L+7?gj)}JThEcpWF~;5$rQB{EuL%XZL*hRDvbc zjlQFwBJHuy_S%J$LSJH(e}T`&O_L zVFf*r-7Xq^SXoC7Q@o;bU+=H}L6@sxxrWF&9hF6Gj9u5iTKoM={abv@*43t6=w&p^dYl2YD z;2)9cUb&lH{u72TjM|L-a*R5-X3d&Da&ptiuf$M!tmn0o{<^h0|MGC_Y;B0cZ4C0B za%@@C(ivaO&276`p|YhYj?K4Z?#&I1Pyl+5AoV1DAi*t&3U!<=y7 zI^&S*OX&qp_#^Y^dXb!_hcwyuYF_8%-o1K3Zock3z2W6c#d95+SlPhH?e4yBd62pe z95^~D8c#GzCY#?Cj6rYTq0PYC&(AEm`cQPVO}8=R^%GUk7jW*Vsu~@$096Ws36x*4$fFWF0fnm6$k#;c9CCisDAdz@qU;>U={JvDW z^eF;sO=MZ;&P}+)x9bz1JXuY4CwM2mxv4l{!0%*$SFc{l>QAD8gG_$KX`-#2_zjB} zyZo8CR;(ab(L~Zh8yi(#DXj|4%gxQkI>$Ceb+GIwCZB9z3~C`?0=)EC^UDlz@Izlpp%Ny<`jw=bbGrEwcKBfKe>ESOF#;^g`S@>5N!p9eH#0)FBCd zOifMoH#PM;ab;oH@2^$!%vhQ}^76`~M(vOWLam0_tJ+fz6FAIjsm1}h)ul%!;@a?z zz#~t7{mnO%cKjvk(a4b&?(Qur9bKP34OUgPsa?DoI~v*Hj=wScfp(2v8e+kmw1*<% z)3#-}SMkzoMd$_GM;f%08LD`!s!6KWR^IWbitk zb#b7#N+t@t16KK^t;gTi*0wEEb}Bzb$*DWx-IJi77z8 zvk5zXgRhY8)iBp1yFngIToGmRrC7KiJV>z&{!lX#J3QmSkD}|)t9NgI z&ZPQOQ^@2~s!yFhc<`Xi`-qis*Xiu5&&d7Fdz6eOoEvj&)b8gNI`G7d#?z%U*6 zftcJuEaw#K=|zHq60qca2e{OWyw*y5+!ID;0)SN}_Du-i-s)^gjDk_$TVNx6jPAr6#d0?rB@_w8-$mV}bf7|dDXVY93nxuWL}!L` zi8AVV&~g(+N2=h<%58rA=TRm|;5q(_lbKs>wztT)oCfNGdIBLt-2BkiO&-q& zpyXcXwY-q~h}3j@N){D*T5MT2LIDXYtD>u$r7WczB+m~$fZzorNAAk-d+PuYHHH4N zKRmqm6AJZ)$CrZn-IW*Dn9f=GI?XOCk|UvtcFR@9ME(C3yQI#Jttm{A-F7*36_sEr zM2OO896ZT9Ee}%END0F9i|B(E@QYz=Qj6#LANI&g!{<~am{c(KB(k&__Al=>FAt|VUmzHjjR3rqYyWx@o(k

r8@*J-3@Q^`;YNH zzR&N21IM}Np1aT9Yp=EDTyyO&8fx;mSQJ`vnMlyxvJYo9rC+~JHyXSp z){xO8ARtDOlu9uD{9_dPWA25D|APlz|12G5lHw=-;UuEOw)J$yHGh$Us{BrPUKcs^Tfu*ISHkevCCp;;(z3!n63UOt)LJN zRW2eqW08n|^`@i6_r`keHydBd5Nrd39!?n4-uByWj*QQiY^^8S-Bl2lZHgMM2mR0y zjCr~@HwDWBH)ZwqDp28tK?e%?&g^mi*zz?tpwP>ReyB7sHj%0+)@K9rbyGFBmpJs# zP+YHQ%=+;3RHk6OzTpQ{4ovI{-zySqa&q!5mj*-sm72M|={>h+3=EuPIA!dc#gFSy z7y0+ER#Q_G1~#^{D>Dpy7z8fd-rbp)^y_LKbb}?>AEGv-2?+^F74vQAk6yzY*?`27 zgcD>hGPAL5gpitMHZ`RlAAbT53IFnCCEa_!y|XiDb=5*kOA9=84O-r^`g_ja*|pDJ z5e!N5z{AUn%V|~S@A$aq^>%^h&0ejb&*keBKD%e4qG@>4Ld%<*J@DuY`cyMs= zYcOT2Yio)sD$f}i<&k72*gkw<5%~I5q8#1dpNToJLka`e)zww%cJgq=@$O95Kb6%p zXx%-l=o6<76`p+8Z+Wj~ny}8mE(^(=vA4BzV>@Rao}O7SNTtE6NAqa)+fV{CXpV~N zxKEWTfXK|u@)`?k`PNfGJuIGWh4ukh%f4a(vcm!NhBsBsstfK2g&7i(;DsSq&3qfP z{$tH^d_2J6yi;2Hx73KA#`je7)JwF~sP-ivU;M9MzrK!E7`%EymwnFiD!6tj^us`A zwa$Vq->CJ(W~3Yjw)VoC3?HPsYsnxqc!F;D^-BSP#3XJjB*%*dcl~M!A-7!xTiaJO zG&CYNyH&e$wfGzy95f!wh+qeWF4z}%U+izW2&H?hVp8x}2eiL^dwsesGm#T0iy0&I zenH6N(peLABy7As?n&P#zKqg^b6=VV$sJ#pBP=AhK0(~i@ToPv?^KC7UQ_Tv4 z~j}1p51RYISW(D0W8g`;1U%X?azT$JJL(KN7!`3LjW=5dwb9`e8Sr zBq|P}NcLBi`795wJ*PR6N^&k*PpKX;#fuk^%qB@>n4PPjeLbqFH?G?*u#U5^8C%P% zWELmS%BtzW3hJ(xPgnx4(b&aHW$<)N4Xly)!QtRSVm8vBZ$d z-2An_7>|7kS}(_Mp{Aw@I*$)->Z99l2g!ix2zWi6tt~%44k`Tc$w*N4Up9-lTBbgo z*Fs)`kh;3MTojd}sVNO`R2INR52lNzl(*hf1OPwcyySbq>3RI#!op$;1|>zur&*tK zXw7q4>wa_XB&h@U8F$~w!0RAIZ)~K?#e^(WkHAB#y+SIlEvQ0c1 zm+nrxa-6Gv{W56w;-&RHCG=`e?~7yP_Byrp@$pF%@#I=)aDBHsT`6*Zxdz?>xQ_Of z&af|$ksC)nv{v9lpOYc}Cv^MIg@h>Z@$rY#MF*NZPaa=?ygS5--{yI0KOE6D;dsc$&7#@nV95Q4szOrwv5%FZOPa7kv5lZ5_P8 zb1|`Wj+V>MF);)pqN4Si>D~ffr%c?IgUjc04)W#t>O&Tlj=R&GkA|t9QAX^2mXOdH zgx}HRc{u%!MIu$rm6MHKud3YQ9Za^iK_xLWAC>Wi&P zKjPz$?=F_Kjg1FE$R>aNHeeuqV54_1xG&E9#;vA6_u;;E@D~fa-a*Sdi{gi!^W7pE z@2;=Ks0yC-4Tq#8#qocK(+;mTEBsp_l2@07BvF024cSf2FnL;9VmfkiI8}Hx4=*Pj zkIoQFL_|=FFYH~*gP84frr`%_;o`|~+pcFUol{c@Mh?xyAR^?eXAF0QU{@NJs$_^! zgA3h}l=_uU`~#ki#^+EH!Ez)$5(X)~VsuK1 zjnh@86Q=w(s7Wdxv5{a8O-zKkBj`9*U_lRBg2HID-m&RtSL?t`j7#k2eitn(sOhcn zIM8@_6gu{egf)qrRc0i1=|w%LG6r=yIN}ACecKQ-+^gO!Q_Ucz{I~uSy>hgJ_kK) zqVe&SWE&mQ`Q>()x3#X+XRHQ6=jHm%x8pA_r&=?O_+h2G>chu`9UJpr)ZydX?|WnD ziJ56BDEbGJxS2UPHsg)#SGp-3{)~^uZD#n>M9Ot$N(R-fMF|@lpZy%@4Vbgn_V>Fm zf&Hx$2r$;m&)=K;lSEBg%XhUJG4LQ>R0Q#{II>9OLN)b!W3nuMDN!0r%eMM>ig+m8Qjp&5ZqS}Md%|4kK8&iQCuyMTwWZw7p7p+t8 zKf{V9xZ3&|>i7JpE#Ntl|ihjh>Wwqr49aMN9I3=Cwkg^v!})6a(*p(~ht z;DfdwcSv0x_?r(=xDwhg8b^Bm_*qnzWjO@#bM%;Cs;TLlEM>vDS8)3c7rQ=`=Jnn= zpM#+qmAC#X)hP~AD=-xIy>45JhU#9I8bQz4(u9g+;}H=dv*jhUgxS|1xuZ)_b=6N3 zFGmZRD%VFmp3sJ5Wp-tw<Bs{`3hbOu(Vk)CrC?YEkhQhFXM@`jse zWp}W@>~@*K3$oa_nA@G{f5tg%ALn`m*pHG0w!CC@GTx*c|p^EU?dTCU{%i)PQb zx#PYNF&?jk(IV-jTAAwU=~dpZWyi+Ge(n0)njW*}C;;DhCKZEFM5tDfT(s^|y!~r? zyEr9J9{;Q|SH>i`vtwcc2IbuHd4YzfQ&aZFdHW8eCY-U{R?9ij6Q}ckwa$iHU!q-= z>&T$YJLCJDL>lUIf66sXIKF6w5?`R>H#A7CKtTEqP+NlY<}g4em)ASx24PAz1s_vXB9fNHjis9oAJ!o`Bj#E#!5+6dNPu zgn_pjRRihXYR%`uZf(@=g-!(*OZq$7!IVljH0L5{x^L#zP|8eD{Mh_Xm_bB8-U z{`oVSCCwqI-YoVVp}yai54Pv*WY-bFQ9O?FaAW4Wf{UZWTC`w?IA2;@dj=mAk6UDSJZZx4V&JA-O# zLR#RViLpzXpG%be`i4XN3~U9vKgS!8cDJ_q=yG z{1+C61~#S53EgR-CS<6;hZZX7rXRf!zO=HWwNMuOLOK5R$G^|-&ud%3GAHudkT9yH zzCBoM{zfev&ucR|TBym8%xBj>mLp%k_j|5l##SIr?Gajn$O95!CXUuyt`X6T`4_@( zCrE29pDf?^_fLFd_4mKL_Xe}en<#AgZFa8Dq!W1}^Rg|l!XbmApk6?ah$J6vz{c4l zz|eu)>Dj9{*+^Ow9Hjh`O;`U?K2DWUrwO~~1D6dDdh+t}+eM!f)j>;cfE{zxGsI5! z7g7q+y}p9nI|R@aPl$+;1e~5d0M~YOa>5`eIMX%K%gaM*MQxm=bjPTl0^UhAna3P> zW!~enC~EC@RC#$21ovKo8p-U&XmVqhLpmz4lKj^A_+pYiGdA`TRV{6p-#hJs;xa+^ z9l4U|S<3z?Qj%917os<|dzknd@2H%dSVSoJ%ZyeKSqKSGh1rrmwQhLNs#P2POyKGENAwAPu*1Qo#zsI(920GJvAjK?V zrloZm;%22V!ZQ6nd)Hc>g!F-f@AZtZk|tx+@YYs}fctZ!8Z#Y}7K|x3_a)pQv?5}- zc0s>EIIE|p=l7(fF9``#v@`=6Mh2yN{r&wc-Qw`<**oe_(jPxULSyxyzqt>lk4E@k zJT055fg0*QTx~++SG+vfW9ANzkDoCyg#+lLpPkJ4O~tyLh<$2XwCeJTB4=G#TgN`aJjg2 zNaJg38!n#`7qKbJ?5%DVsPWydpifuH8`4YN5@W`&uyE*OkNNn*$a=$QixFq!B8^Rw z3cnfIYYH=Rn6Z}<(BFSWQ6SDMfI8s?A^scEKCmcIb9L3t{`HIjHrzRo&^eX^kt`%w zy-*C$kyQMW{Cj6Dhn+8iq`ea#cuk+x;{`7$Jofh7NWhokSJj6UB6`1Q6onUpX^^o@ z(}#iV_INf}m;8i%sZnPnf5+dvVk0hIT~tMH)M{}=KhY|~mR^uKTI+Q^Rq~<9v zO+`F4CQK=C=Uo$ol<%U1Go{gM@_fVa;D<$Wk?RO7^b$z9TB&Nh=PTPq_qU7Qqm8wO z0!;AG-*)Ev#?!5|e6|4`EdlOJx(;Ms7kb`SXIu1h>EYL^NV!k2uyowz94ibxeml_m z+|@L(mMW{fwEioT7RKdPBJ}2XkbJsc+fMsrul6lZai-_>M+F5(*Dk3Ek@|HL`Y`E8 zUk|ThSELM|Y`(P}*Z}P37kKWNgiP?YX~K`fFHh{|q*C}G-?!?W;eWb`S(o!ubg(y) zZH!H72zZr|*0DA=z#4u247jlArZ*-c?+0QV80jPysPHNbVMCVM+TPMq6CS;7fdITf z7`i!Hb-W>%nr6MPN?704LMx*qdj9&|RyKs6?(NJr{DI}cib)Ehqp^Neybk}Wg&yL% zm5GPDGeZP&Ss2vBq?CYH9{lF|dZBMQNc9_{Yiw3B9&~(HvhTk}hRjrDnTeC}t3^g* zXwoVK7{5$W-SgboD{X*^-KbDs2-zlr)!C;LF&^rsN7Z*c3D+)|*>C#&!ngnAs(TAPbgopGVoTdkp{qYHP}4;|E3H=WS( z;*11l?TM%%?fkk17W!hdQVaq>ugT>AdQE43(?y8m>V|efUw2~z!Y#_d0lNl3_U?@# z?dk|wWYru~mKL8hU5SN;&a`JDe{-EWC>3;+(9WU?C z#b$5r5B*P-l$9TOQ31bO0cs(aWwVECQs7TvTGF2N5MO{L=&p9T>+alY_G$_IyWf8% z=hjISISx0JKFxS2{Marvfogx3BjSJW^Y!c3L_Rx;+66aCK&^meWOZj}fVI4-14LJl z|66o@C4L+ZNMoG0M(IJ!@V_|1L6gq2;Ut?l9sI?$9Yv5ZGJu`#rG(lym~?pH51kAr za1Au7m6$Af6I5Hvf3i8!GdGvgL+hWKBOlELhW_l?v#t4hZa~qjfna{RGZj5Ls__^| zD*-uzhDU`V;pZpz$V7lF#CGm?WEhLnWQiL3)m8DC(@yDVg*mUdre?vm%OhE2yMBKI z`_=+-o3Ln1%@iRva^%M>#Ub zw<{jtuWfS1dY9XS0L=yPtLbt5z=zj`vO!5nfNTWpfy~_}rw9*!|1)kL`_$P!y61mj zKQT2u?H58|S<>i$L~v`QZd`~0If!PC92hBX)y&|C_=Ad%kBF0#)9!2yHpun%7aBi; zpx^b*!^2~=!PVxm902$oN8^>TPZW{x-^s$Ha?zoemvF!MY%y|C3b6;{y&Si3Rfy_$ zf|{R3=zuO<8k()Kd1MyCqoVSq!|=Y*il+nM_DD1Vl2c-;%!C}&4mO9=-W{*^0R{;W zMh}hA`ZJUA7SD2X3qyjWbYKC96&{roI!V)6ri};+uMmvj2~>kTJn7S8%!@9YJ5J$!KBf8SXl`{%p!oj zV8(o@s^wkcd;CSHP-(&ro8*;5`4qSPynuefaVtyBeLH|uncc5DIy*VuEUoPA-KE@! zh=>3r{m^+>Sd!uQIm18nW*<5kM*JE0#=a-6j<9gTUzj zI7G%|qOLM|VJaug(CqnKd&H~^(z?1qDZD96o<{Q>y_7NT%F1g88kg~oPRbHQ9=I!EV9RLq-Vg~iBd4pQ}3dgM3{rCM(YgnrZ_N71- zg#V(pwWw4L!~@}d4WkT<6+G}$g{WxwdR0}wZ38uPme&>a^`8fW+E-0?41I+KYHk74 z#OGq))m1jTB@Tfwn`C>@BqY3?1BbROih`g+_woB5466eG*$_nyV{cK8uWNXwX$D?P z6FVfdc;*fNQVH6m)zByK0I^Ry++!gG{)6v7Uo3@fS=T-I^$v$JW}u`EgTQeO1{iLr z0u3oh*P?uVf3xIxFVb}U6^oREPk-A#4oD2Jzu8e_d^mo$ zn$&)7cV~zG4~*W{U!cn1NkX~O=ms@PuJ3%WUKqPm``il(P?eRbOvr*6o8a_nhX0+d zBlJ4^?7bg2mSg_l2fQ(y0?Zq{Fcf#C^+A{IyYptIzdt~HHL^_vFv-V9+Am8OH0r6I z`R=f7P2sm(b;ESOG)RC?yxKskPLI5hi-w6|l~re% z2_)t&gfug=4ZQBG0#a`Nj}KDjTn5L8z!?*sC5DATe4oGUSnoSrjbKs8HBvTaPC)4$ zP804M99+LVT2o2l3L$3ItIPhDyiy@O#>^y&e*TF`2=Pk3EfrfW$%xsQ@fniku+D;^ zrY1b~yVKh8mL_;D2sU_1L5AN~z>}|Zgt+WXM(RTKG&M-)M$fsJgz(O_4lz)IXg$yn z@tDL=QROp5C{x|^^;zJR!)c&iaC!O8)x~}!y;wIkZ4cfb+~}+r0N6Xf%N6v$fB%y4 z+fxap;Xz^WuUcg^HiS>pf{$?&9%%fMQG^R5EuRV4Et4Zru>HuDxTj|tK?xgz=|*_< zj{^|TXCK`9V1nAqJJnYG5rUQw{N+-VwZ`%-NYaOEd-dp_5 zRpd44hH1LsXpwaGsq02`lwC?lL5%DUk5gLHk0PxKM2=n>#=Z}bvNB`)vpv~l~WS);5fHf_?2&}5@T;Zp) zscKl3#|L3Z5M4v|%m1@>hD5gzERFb_-}*I$k5RxlmLal-{AYQI zvq@H&7w38c@xgOkZ!$))Re_R|Wy5sSbGjpu87~0Q3U>m~1!ngVsYU!_^^}PiRuNBG2L4WOeqyzE;AB3eMjMgIrTK1aWn2Aopj$Hgb z2BJ^{6up8MoQ`-xcWp2a}9HCS6+DaI?* zW#W88ngk-6)_h)xQ;n@E3NN3M&(=Mn6`PX1OXVc=B-HvB*ehr}6xOp(X}nd^WPdr* zUtYEa;Y$^$fhw=#ZXy)=R9`s~Equt5fsrw+cF`+>&u-Qc)H**+nYa^@ktvv)uQ=S_ z&DT4>X>eh#udiR<+|)KO=zXMm@>Nq3Ip3if{kClfB^Z zJ95#;W1=8HQ*V9kZuFcccafk-j!$xr1?+W$e_ zekHxyaO*FssXw*bZa^4q=-Cczy4S?LeX+T$OhYGuf*N^j+XZZ{!?P)~HBe^6SVpIumiHVsx ztE2=cP7zmtl$7)YBu$#8ro*AQl#hII@n#=Y29yMwkE~Sey1S_T1fI_uV8&hZRkV&Z z)d;QcpfJgllfTc4aAoot!%86f@}vynbg%plk;a zHI=wu>Ot!RO~H5{Af^4>&vnD_s1e9szeONoR0D;1^c2<7Np=nn`GWD4g9CLZCr$)e zSy?h1G!YTMBrYfn0>lSB);tzG6i}gi20pvXs z6Vo!NYqVQd5fTw~%G3JFym>PNtn&J7XQtMH*39P!l`ka{kp0epSDP$18v&(~?Z0{0 zfIWH%bRRIN{>hj;?e~}%M@9XgW7h8vm)qyTLI9QpwXyl@joQo*+w)Zq_ZuNut8Iah-S?Yn`udDzI$-N`uF!$4 zlbA^6b-L9)QKbFILV==Vc6RpC?al74t=Pk@vs$V^`!{lK>xBkhe33&0s9tHd>&_%d zd}(NDX&c%8cq8B5-l-n)V^vu6e;Sll{p0zTxOpIzp zQsl}cHNhp9GwW@02Dv=dR#4S7>K8vm$jz&75OS)ARAVbcVOpl9YD!92$mn<|nH3c= zfNK#E^>6%b4ys>ZDF0$_yv}zON76+(>dQg)U2QY94=481yz*4ILo2yrk-%wLCU!Y% z-GAWfmWbo8C_zETjS*G(W`fX4oB|n$- zDBXVR!#%VCUGFDYMWgdnYB*K&v?i%uaO0s#>$Vi@b7$)HeN7vU;KGgU9N6j79~lh% zuoU~)s=0+E<$nQDWSpM~8RY6#mCXbTkd=mu*pz^M@`>Q=W};P_l#Z1;`uv6vqq?GG zgw~bFK9}KzPbgA^1IF8q^(!i>E}{?BU;n0ir3~_=vD6&BA#6>2GMwVGqqC{Q z1^40*E=wF7YAja$exX>XBGUSZz}_+`ekrXsC3yq)yIdjI>pfv!60P*oVHU#dbfCGJ zVKDQ}YxpH13i}rsgw~$STUJ(PAB%9sE#$Cu$t8p9=K3Om(f-+%??ga@pt7nky8zY; zD_!UxQ}#86?BQ_;ti_O3uh8}R;$kt>W?7=<*Ih^GVm1Y+F}*Nd8MRF|G_dYN4r(>j zw`SAP_K8p{Hu^|mfSnui3|<`}d3-ii@%{@|EFr@L-!VwX>zxnLtwz2KJTD-G@kaJQ zVcXvK_(-#bZq0K3E6dCa9N2VeZoE|`M;>RM^ze!nU){tKGyH>Ad~VCaxF_X}YIX^K zYdLuAci}8HwDq4Rco#KCuf-kV@0i5O49V4?*IN}PWXA5rCo01}Xx-M~TbuCWkUBUB zQB&#*YH33$RdI9M;44z0pr*vb6vt~E75C<-PMjwKKi<6jG3(H!qtB$Ujj z#8=wl2u4YoI*fHn2zbk#-nmkW(+sEUq8t0(u!)=}&PwH}QoZ@h@U8Bdn=8=C*9m_34?OZ3$NFh*%IZ`f^?Z&?u#Q z;|aOxNPcn}lrdI9%2oSY=sb(-2OotlHEuW2eWK$@Lz7<&I7u-!sU~12CCtM6b$#nR zU5RWtq*WT7#H~v@b+}UT7BN+953aNT-orP4OadCF6S3Y#^tKORHX!`lvW9WJ`K_{7 zb2e!N*Z-FlHX+d0`~AOU$At|u=6YE8iI51spfLTFuf9G*un}ZJf!emlmV9>>b-Vzo z{dDIh`3WY0Qx>ZY7nLXRui8c+xtlk%Etyrik5kY5pscUIW(Y7|De@P8jHYMi4{L9k z9l;NW8v>xlB!-){fYUpR(<2U;{Qq6MeFkCTNyi8?{hYc`RwjqB^6$CCAC6PgV%7of zr{@pyYWjjD2H?YE}ewlW67A-^3)6pd+$R@8xQ(MVNHA;pLSe#vbN-LDBb-Mfg804+WpAn zu~hgY%)RA|B=MmzUTi(XKpCMs^m{7hEqN?lai?bOLitA(X~_~|E6XbWNos=lc-JzKmnru&`2|UmO=q2vVG;QAhwES)oJCs!- zz5a7^jHQ~`JpVOPGcx8mo|~&@HX3*}NWSJ~B+75pjDiV){uO=mgHA|j{35!G9B)}R z|7Upu4|#yTE^C8(+gaZJ`M^0hXs}E2OSwvMSoNRGKBfv9k*I|?!5V4Mn8wu`C$)k& zEhFY_+3j7mrJ?=m1*&18!7oijscZrfVZ+EdVc&QE+JdiqZ~6Y`vTIZzlXEC2Wn8G5 zmrdH}$vU;pwonNkYf(s1iD+f~yZWB3Ckr7ooT3=KA*)#@g{RI$Fli(iV^Op?3S<0T z3{>>2Q>q^s=*}dGRqe6plTu8VqO1e!13)r>*gIjo#=7x!L{v_9L=P1L4*#?{HACeUk7DVSw-ZPB(WHe)f`z4 zo?2lIYrJQFyjfgbe2|a3exv@+W%sCHF}F!}<0u&X9>Xk=<@MfJms;xkrypVr6O{~| zC_c)51dr)i+3nm_UXqtnM7uY=mmy=YrkMYMx%V=LAW6bULF8r7m(*WWcvjT^9M8>T ztKzN%cdYzG&KLwg2>vio4nO{q?Ytf$)L}SIpN&i?M(BS@@pG$8B?V+U6tSUnH>R zVZZQ>hQ=HeMB)^_)T4k2^5Wg?%6u855UxZw__X^f_Tu!k+&XEBfQ zvh_PnU7~hXl1jgwyx8nxA9z{IlQ93w_*4HUCMJ$Hi`wNsU(|B6v$lvNbJd@J7yB-A zB}ceTsTj_QlG7gEx!ne@uyCG!JvaEnP?@Mz{@ z%gkIGuWiZNX>_1kZN}5y{Z_;^;lgV@VbfXQ=5<&VUKOhyY2&z?HiY#>H-D(Xg8{`A z|1&O!W7N5Isb;Vo6I>!pe`Ua;J3C|?`j$@dSAN}Y`R*eR%$t8SC z;-T)|n8+KKnnCEvGWB6Wv?th?;#PNq!_{fFBF*2|JbR8Ny@{5I16mWr!A3*zLVdDM zEK|XmNOwTjbXxo(!8BFPOH*i5c_dCZR#xo|UVUD@0ag6hO?&t0O5r{5Zl{K#=|buv zuIV0IBEVGFo3jqS6C^p#luMdm6Vy6%5|faCoIWGw#}Ap0ADIEN&Z( zQmO0Zj25K5b4ABvLu2ZMa%hEr}dv3l^&-S*WG8b-bt=Iu3k;Ji!eRq z0DS~e3$Iazd~|oWrZ^yJ&t{vZ*UM>1Q!E&4} zpE44O!bDRw5}9&bpn{X1rxmfWQ!S|mhbMCiK4x>aRV~Dm;AB@VR5HEG_sR`hFi&v( z$42Hj{53qXn00J9q+pmRO%4PdN$6NM%$h^^&kjp19;l7A-(H=Ni+H>yi9iJv6F}{F zT&{$D9Lq)pWSi|$OPcS^Ij8OPYe4>~1GqHX`*K4WEaYz)T=8<#YFL*u#O3Bt?>h__(oiPlJ^ zksr{4$)qPFD%#QG!nR{0bS)KM8fpLj_4*^dc-kGNu-i5N{zw6Xc%Hlp{^v*tmNhWb zk6j;A`-O-0Pepf!r+fM>C`Z+^-MYUQiBdpNHszNPJFz9EWO697{biK;d&}M31 zY!6QAfcWGOuS!Q;-F$6zR^8U$zbe%2Yxw z;hC9qfQOUzWyNkB+K644bh zQs@T!JJqn*;P+hysu9uQFY_S8izpjvQjm9%KQ+X{r1AXV31R|LGZN+@ z7TqXo43M;fKxRO#$CtjS0H&gu^7P+K%Lo_nJis0JpSUvkGJFA+p#7dvu9gBdV8*aJ zt0d_Cd)hY5hA_%;5~AeB1X-Dif(p#~e-@vVxq3N9knO9w!C-o<4hPD%RqG3D>PIZ;*$jCM@l#=`b-dpFb}| zECyPdmujgBplAtX;6h72C%Aroet^?jUR&z~dwKv^2&muYS&gIKBvIvV5YLq*x->k_?ioZ)glhSw}A4wiE_NE(wjkw8n303dANym?b?zd+&Oa2AmqA1?=iu&^0c zw~dS(xYJ5onggxFFOkLDZPmrudlI{j*~9k-j2~&{A5##dCZy4iQ?nnT+{Ndy1s;RZ7_?G|GeS$F6W3mS90|b#u23JOOu8TO$)Gy=avO$m!z(cc4 z8k6D5flSgXE&ZKfj{>U_H1T?dr;u6no%dhSd|_3jl()yPkG5vzuh_4IO{p(g++WPQ zcC9eMqZ|0Jp_3>It}zH#@6=L#Qf}EE-dxZQlcaA{+R&`gnmh#d<&c!LGYLY~)K&b@ zzi~n+uOq_VnjGhNnUk6~CUqQJPzCNCot}0&u6%ZIpM_PchEYR1K>&aBx|*qypVYW| zK1Cm$TxBQ7xC7Nn5aQ;+F^gCDd-kP9kK9fW`U{T zMEyi%mHU;7VQY7Y#Wq#1KwDo^91cV%yll+GW~&ct zMeMl*Jm&V;M~}*+y-|2^L#LhD5T!QL*TZ`@v^LL4V(n{^mKY7BIA_M*^1kJ2aQZcJ znqJSG^rEFyBPMZ1x$9@44&Dsud&HWCyQ!XiA;id&4tX{}Y-L!rH6V_DAPF|RNWd?b z3<93kA&8$opI|n$=5Ed3mNoRa#O$|SWx_*os98qQDoTM#+HoPwM4(!^VEEk_9ENCW zc*o&C%2K*YV% z9XW~kHzH5QX|M^)@%%$Ta<6<4lF%Lj5UE7tdbj-j_bO1%`K3F*S=nmmGwmXw zG)5HntF;j`oTnO;V*B1Wd^lll<5^eY6R5YJ1WPm=F}|uv^(itbYTo$%%q#Y7+5G@t z60mzXIm>z`67ZEIHV(VyPCWv1FXX10)V>w#X{jl!pjEgKjh&n10MF(r|hDHA->}^K2ejSjvO;(5?(pq^8#B z6>0b3?a4J*Zf2`=Ecco`>OyB`=&rW#9^IK0vpQa68ptFZccmE~Lq z=}OgUR12S zJe#Ljz^d$QFE~07j~67xip^ZcSlfL2sz^&JJ)}mI+JLHcxSM z1GmWCRu1SPHq_-y`;Nwsk}kvNM=sAs9DLHLH{C{GX5+>Yz2q+J%Um+~##k0pgTdt= z9K;PnEg8~=KbI|4tKm}f$17S2n9Lj&_|jl%q7qpNHzslyc{-qlP%o^zl~<}m+I1*K z;2zenMNF$d!gj+5`{Xn`kr<)=&XvwU!QEA*vM39yYha@qO4qxHwHYtnZtl8rzeMgd zj7{rQte0e!h{d`j0Q<__T^LaVzNo8Gpj~fSlF5rf{o5JWzIyPl~`okQ}ji`)?EU-;fB}gKTGdz`%sm$u9HRo zJ$NQ;Kg7H-$nH+-6>d+NTYTT%f?6G6-IJX{I#%u^j?>U;s>#M4*RD@(xj~HE=g@xN zL+>2{FYBKvy*^91H=&-|8CPf~Iy>wsZR8QT)t#0-)j!x8*Mri{bLqME38XDgsWf{> zr{p$-+$KXKtaQ^8^a-K^YNDi}GLtMsC~h(Ue@S|wgLE^c;YS-w1@677V^mmgv~Ae|;W$hGO^BlR(4 z{wmi>qeEQn2IRymk&2iE{?>0p=4)4oBhFSm!V8w%O+xaUn38*$Lve5muTM0We~Q@4 zmWN5B)^If!n9CBcbcnmjti4Eil5#E8ld52bnm5b41Oqt)I%Fvr?nqus{F%*nu zy=K-)Pw2^&f!%@xo~6 zK(QH*7fdzpM8kw*aiwPeH7h;jGfFt+8!r!LeBTEG%dn&*WXn(bJ&n1I{kl99ujLvW zu;_ue3{RQ<`8%SI^(A*jpM>ew15zaN{o95-0;xJoOalHG?c~mNhnH~#No_ry;@#RD z3ooQFE*KG4E%?GB(WgWd028F#{p$N6fz$-W6FPQ2s|zZUmu&0Ml-BHz8ru2^48a5m zs%kAxS$0;nN4>N19;dVN^+jE(W$f}8^kv~F;SrDN{e(mQC%fGmk+B`j|GuKH(okXC z2B|%6gQGLOCOzE4UFxq3Bgoc^MQ{qlck^wF%}A(l+0~*zyX~4>k-}KX&&7s@+6h&C zk)IOlUu&kZvOdZB?dT;?Yr;t8r223x0YQ@D)C z4;Bt-XuM`lRWURh`^b8A|2YaN^r^3$WtduZjS;`1ZA>+2g@`~6G3bqfxQeB6nhkJp z15@&?mgoC3?}@FBq*_VICR}2m%0yD(5PC$dp?1K_BD0fhja@8jF+U(VDIkJ6*J$>-uY?C(DZ zs-iVCyrK`TgFlxjw)Td*{X0k*QARdfO=rKzlr*H03cr?|4AdDzZxnk>UGv?NSysRy z1Nz|ZWrcIXcpB6GyM=xE@}J$Q;8cR|2t}VS+*;&21494Hyb{0}1iWfUxv|5<>F>ry zA`)X?qnfFk{kMewUH`Y229y9PMso{rxK=Ph$BX9@EGs^Jp8xh!1}4vYnPT_5J(90BWaD3OAsR~IXJlsn0yIRU*|OL`w20dV=m3Kz4^GgI_>GbuFR0y7 zcgN7nnmI3C>*enZ58c)%V6@z|_JKg?*WiAj1{9)6V!lH1QB*5HBA5eOmP?Fkqq-tU zwe|G6wbeysJ4112fNI0}-{4he&-e~BJz?Ybr^T5oyxQN5Kgn7XS;WEgPw4#*(C}D~ zB7o+2P+9dp-_25td-;t@Fc$o&{5by7?O;(=LIME@_1^&zqwPWiamtY15gE{9JgPLo zn>;E+t7nTvH}b*~V&A0ptq1q%`g(z7gVwu}k`&sP03~ZwU7f(!hzLv^9F(^AT;`xb zcX+saX^A!fbkYGurDaupb`5B#cx*ib1^ypDp1KH`0I})ZU{m9oNhlws5_D8g*Z&iE zXhgklz$1+XP^WVbwR`5&PT#-)GAJ#hgBIQFoE$;_dl7`~?QIWl@3oB$-J^%Q+uKAT zR~CfD#YKbCNu{Y+525ePs$j~8P^f~Px}ZO!N8+WZcj!|W^KwV z9hSr%QC?3JHE5V`x?GK*5_bEx0}vm+5xFiVeoAL|igaFxQ-HL&+gRwfZ2 zIUdmVD+B7(kHP^-NlB51+Y{UQy6>jVUSl;j`Us{TE2w}4QU*-N_Cn)@ZqWyMI38bt zt>reG^4Le#CES<61g;^VFAV5qKQ6W0y||E-ljCyRomSq*#=&_HiqrZv@qpHm1{{tr znDOf?*s*0rjau^n zS;Z@o2&ghpTmv)MxH%P`-@ZWs{{<>n-fM4Tm?1k&xciX~tRd4BRRM5pj~!Q!J)mj@ zRdOx)ayePxtc8gQ9bndL$Fv@4YCWI@@Jmz_FwE9&(=c(+N8f$4)&m-B(v)q+ta*T4 zIv%ep0yWC!al~)6f;G@#4o+quc=BZR*sDa36-Ys@hmNqyfXevsXbK?A1_xKvow_R( zj62<4I)M)F@87@sU;F;G=6RGWdmgV-lpL}+14(ZE7goprQ^=JELcMn3v6Z4l8YEPr zWynY+p{Ya?QL>J;tVxz^*O#qTaYee4vRy(cOJoV57}Ag?canr~EfX!YFj9Tbd+&eW zKi_|8nBVfA_nhaP_jw+0??uwG#L-?3GwY0bASr<9l2efUWjQ3P06Ty7Gr3$n!(Fc{+ zuKmolcH$Ht-raObKGrmEwX*U#7&b^OS@O8jfAG_{!kOFA3!~3~YQ(|c5H1RMowg9c zzkgjeh)KBMTdb<8UHR|iw8Ons1{oX90t0M%oszC@DkS~=Jf7_k)2e{U!i0wyx->*D z0=>N0lcV@7bz8%&gV~?41C4IF;_L zNBMC(3X}j{_{L8AfCU)Wirkt`dH3qx>fO=#+3AZEbf3gfRXktbT?S%SRo2GT)>ad6 z2hX>;4}wPue-OcZJAWvS#pSdTq&6@QSXeYdcZl(+$u;#;&;mfRCMK;05>+&=`yz9f z5d2E?pV_)rWuU37dgh*@#I@Reezoa;6DXt5lRFG)*G>8^dP;A>y~e{a`SA6Wl1> zsW$=eCMiDNt;zT~?SkQXJFF-6!yhBbix0s!vDZO?+1k?5LL4jL(~}-HX$1X1J(d)w z5evZxBkDlZVGRw9-+p}Ugmw?rMJR618Lrn5u*IFfl!U8$OhZGrtu;$`#rQj_N{en^ znE;8!1S%xSY!N^C9=)L>P^663LpeIl%gfknW;Q~+fk1F3505Qse&9eoIqN`8Bq4;Q zt{G=yiQP+6{{Gt)bV}iRjQm0IBi0HSAzwkTW0mb9Xo!WiU%zhMt;$GFmci^)-LIi1mseAW zhYu1kHgXF_+vIt1xQRiwgo47eD`t#~tRwxnQ5Qto=Hsvb@JJ6mpPHJ=E@bul9e`+p z$&~Gj{Ixx^cU|q57sli_e0r)ZYdD1CS->ni(sq4|s%^H#K&+f2r?*&(;?v(1fJG_{O3-m$o;!^2{gyA$b*Jed<7#FBX_I2Hm8sP z`uqFez;Od})a!`uE0^STvO0Lz)DH`iS^Q-~1yD;Zj(%$+IuvvBC8%|eA)kl)&I=Gd z5o+f_=fl!@Zk9!|UIyC$T)++KYO`;z9KkrC&3hb+qjbjl94TSS|rj z*_L}R!ztloq&T2K1yHe2FF`x&epMT;vs}}g7+#QcOfoS-op3gB!KVFNdm6EdT{WQr zES-U;pFVx62i^n!l;f$SsCXJl(?uhNkk%cl0uK+jrr4i+Uj|o+4^?Ao^TotcfY=P< z6^3wRR5STh1*a-&Os?&OGzCz~+Tsit($J^kY$f6HWr2EVmSh-VT0p$SE6Mv+u>hc4 zUBr*diKgZ2Ra91Q+;|!AlWdI(602c(L9!gO$zlnKM_9BAv9W_lnj?6Oy75jI#2WU~ z0dsS~o!Eag#xDf3Ig|M`e#cK-ayR)-AQKm4Xe{K52LT@E7p=Htnn(VF0vH_yO^^hY z%7XBzbwkCQ6J167;V6Kkpu5bne8p5rNl927c%U8v$3ujr6+AA3^V@nhI~Jvd6whxT z``U3*3!@b`M02WcXyOLDa^iy2anHpNZ@me7g4b8~%Z;1G^};`PAUor=3lvBE_$RsH zc11-+GZD@NZoK?n5@;5C5&hIalxF8GR@~-&d4we4dp8r?f3Vepmw^HF;#kZ zrtOF%H6+(GZJ({}GHC4bii?W}LfFmCb8ocmF*P-1jZtM}F0hU~_N2zl z30gJ?)(;)qNkpU4l3Iw~kLomqy?M=nKy5qot&Jc9XBMm ztacifD5={|N*(A?lFobY7#4@3kIobLZ8q_HSa|rn1q%wM)7?BgtnF{o?8NH9+9$%E z6pwUt5{t2(6G821I);9J>iDAMHzOc&V_^-pA`Yxrtnd4fMX{8Qj*d_dW_6B{5^G!G zBX4|F^^v!xOGP()@mM|;xHWxmZ*PNS$y*sc#l`CI8tUrmqE1;3e|IAH9oBJ|1(FB^{XyRSzvDMn~rceoazZ+7Nh_md(zTVc0QrRXe8cWjLk5R%bw6@~LvvsYP(8(Rv9dKavcND~0x zC}%)HUFcTtdv_(G@gT4XqSs#bhke!S0C$Jj$yffR>&WN?tFDNcUPX!5ofJ*e4$3;( zkxNVt0Qzx!>U({wuPN#bue*X?R69dMt|B!EtqyF~9-}8ivE77nV49}waB#a$@VGPF z*oX*(3}Eo0O5NLJd&8$3$kTxkv@coB;o6SKe~zyafJ2vbKCE1|N}#}sZA^dIh#|-_ zJQC2%YM3PgGN2nVMNxg@b=lMMiFN{wu(hf~J~sJOAmn-Q{lbbW;oKLBn{cJzmgj#3u-B4X2vLikS#e4@KWuaXsw}LB1 z$+mBUfgWP-PrO9S!XX45fhgFCM089F0?Igi%+8)W$EgnS-5DfOXj?i5ybbUeI9_Eo zs!~K*L_x?!MMoRvc)h9$Qo**t=GWW3n=Aor-jp!J1NxJYmYz$RrB@FE)&c|*&>Qui zin`Fx?pQI$dzl~cNXWfQmM^!P2(Ph+KS};?bLHjb&y@AAVy3*9j0pmwZ9R%?+&^dO2Hzm0-2p^B>$ZFfcHR(FZGl1K;I{C<=p-JgW?6TJ$rrap%d5(~Fx=JD$5v-(l6s!}BJj zk(M8P|4@w(Xl!mKf*9_%&qe2MNtGmBT&ySB^_1Avw*6l>+R0xdbM{4FUw8Ty>~<+e M2B!Ljdd{c+3rpl*IsgCw 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 375c1a42c..a009d6cab 100644 --- a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -233,7 +233,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p vector-add-performance: size Triton Torch 0 4096.0 9.600000 9.600000 - 1 8192.0 19.200000 19.200000 + 1 8192.0 15.999999 19.200000 2 16384.0 38.400001 38.400001 3 32768.0 76.800002 76.800002 4 65536.0 127.999995 127.999995 @@ -241,7 +241,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p 6 262144.0 341.333321 384.000001 7 524288.0 472.615390 472.615390 8 1048576.0 614.400016 614.400016 - 9 2097152.0 722.823517 722.823517 + 9 2097152.0 722.823517 702.171410 10 4194304.0 780.190482 780.190482 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 @@ -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 42.454 seconds) + **Total running time of the script:** ( 1 minutes 51.976 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 e8ede1cad..1df3527a4 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) - 0 256.0 546.133347 512.000001 186.181817 + 0 256.0 512.000001 546.133347 184.089886 1 384.0 614.400016 585.142862 153.600004 2 512.0 655.360017 585.142849 154.566038 3 640.0 706.206879 640.000002 160.000000 4 768.0 722.823517 664.216187 162.754967 .. ... ... ... ... - 93 12160.0 812.359066 406.179533 198.834951 - 94 12288.0 812.429770 415.661740 199.197579 - 95 12416.0 812.498981 411.722274 198.755369 - 96 12544.0 810.925276 412.971190 199.111113 - 97 12672.0 811.007961 412.097543 199.167004 + 93 12160.0 812.359066 405.755985 198.936606 + 94 12288.0 812.429770 415.222812 199.096718 + 95 12416.0 812.498981 412.149375 198.755369 + 96 12544.0 810.925276 412.971190 199.012395 + 97 12672.0 811.007961 412.097543 199.069228 [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 31.920 seconds) + **Total running time of the script:** ( 3 minutes 30.958 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 1430ed69e..6b477e20f 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -459,37 +459,37 @@ 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 2.730667 ... 2.978909 2.978909 - 1 384.0 7.372800 ... 8.507077 8.507077 - 2 512.0 14.563555 ... 15.420235 16.384000 + 0 256.0 2.730667 ... 3.276800 2.978909 + 1 384.0 7.372800 ... 7.899428 7.899428 + 2 512.0 14.563555 ... 15.420235 15.420235 3 640.0 22.260869 ... 24.380953 24.380953 4 768.0 32.768000 ... 34.028308 34.028308 5 896.0 39.025776 ... 40.140799 39.025776 6 1024.0 49.932191 ... 53.773130 52.428801 - 7 1152.0 45.242181 ... 48.161033 47.396572 + 7 1152.0 45.242181 ... 47.396572 47.396572 8 1280.0 51.200001 ... 57.690139 57.690139 9 1408.0 64.138541 ... 68.147202 66.485074 10 1536.0 79.526831 ... 81.355034 79.526831 11 1664.0 63.372618 ... 63.372618 62.492442 - 12 1792.0 72.983276 ... 73.460287 59.467852 - 13 1920.0 68.776119 ... 71.257735 70.892307 - 14 2048.0 73.584279 ... 78.398206 77.314362 - 15 2176.0 83.155572 ... 87.494120 86.367588 - 16 2304.0 68.446623 ... 78.064941 77.558029 - 17 2432.0 71.487187 ... 86.711310 75.320281 - 18 2560.0 77.833728 ... 82.747477 81.613947 - 19 2688.0 83.369354 ... 90.966561 89.676257 - 20 2816.0 83.552120 ... 84.360174 84.197315 - 21 2944.0 81.298583 ... 83.060049 83.198715 - 22 3072.0 81.884457 ... 87.787755 85.404375 - 23 3200.0 85.106381 ... 96.896287 95.522391 - 24 3328.0 83.808259 ... 85.806075 85.602017 - 25 3456.0 79.351933 ... 87.064328 89.183149 - 26 3584.0 87.127323 ... 91.192076 96.787292 - 27 3712.0 85.675250 ... 93.274830 87.937800 - 28 3840.0 81.798814 ... 86.197974 90.279183 - 29 3968.0 86.051653 ... 92.864488 86.205539 - 30 4096.0 94.386588 ... 88.243079 84.573239 + 12 1792.0 72.983276 ... 72.983276 59.154861 + 13 1920.0 68.776119 ... 71.257735 71.257735 + 14 2048.0 73.908442 ... 78.398206 77.314362 + 15 2176.0 83.500614 ... 87.494120 85.998493 + 16 2304.0 68.251065 ... 78.064941 77.307030 + 17 2432.0 71.125224 ... 86.979769 85.915795 + 18 2560.0 77.833728 ... 82.747477 81.715711 + 19 2688.0 84.295681 ... 90.966561 89.464755 + 20 2816.0 84.035084 ... 85.017948 83.233226 + 21 2944.0 82.237674 ... 83.198715 82.509987 + 22 3072.0 82.420822 ... 89.735509 87.651868 + 23 3200.0 83.333330 ... 91.168092 95.952022 + 24 3328.0 83.468170 ... 84.795401 84.895397 + 25 3456.0 81.849303 ... 90.586029 91.097818 + 26 3584.0 87.042978 ... 95.451583 97.787265 + 27 3712.0 85.785610 ... 89.194055 85.163978 + 28 3840.0 84.940091 ... 93.801526 87.148936 + 29 3968.0 92.864488 ... 87.159957 91.712842 + 30 4096.0 86.536250 ... 85.652663 90.626421 [31 rows x 5 columns] @@ -499,7 +499,7 @@ 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:** ( 7 minutes 8.783 seconds) + **Total running time of the script:** ( 7 minutes 14.455 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 b63149a7b..9eeac46b5 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 0.287 seconds) + **Total running time of the script:** ( 0 minutes 0.283 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 6ba5258a2..39bd66666 100644 --- a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -40,34 +40,34 @@ Layer Normalization N Triton Torch Apex 0 1024.0 585.142849 277.694907 468.114273 1 1536.0 630.153868 323.368435 511.999982 - 2 2048.0 668.734716 334.367358 520.126988 - 3 2560.0 694.237267 362.477870 512.000013 - 4 3072.0 712.347810 375.206126 501.551037 + 2 2048.0 682.666643 337.814445 520.126988 + 3 2560.0 694.237267 362.477870 518.481028 + 4 3072.0 712.347810 378.092307 501.551037 5 3584.0 725.873439 384.859062 458.751978 - 6 4096.0 728.177767 381.023256 458.293714 - 7 4608.0 670.254540 394.267384 426.173427 - 8 5120.0 688.403381 397.669909 426.666652 - 9 5632.0 698.542675 395.228063 413.357796 + 6 4096.0 728.177767 381.023256 455.111095 + 7 4608.0 670.254540 396.387087 426.173427 + 8 5120.0 688.403381 397.669909 424.455959 + 9 5632.0 704.000002 398.725657 411.470331 10 6144.0 697.191505 402.885254 411.313806 - 11 6656.0 700.631610 398.861429 400.360920 - 12 7168.0 686.754468 396.844306 387.459443 - 13 7680.0 678.895043 392.587863 387.634072 - 14 8192.0 633.198054 393.609605 371.308771 - 15 8704.0 627.315309 389.005597 380.502740 - 16 9216.0 606.814809 407.337026 383.002605 - 17 9728.0 587.350922 409.599987 383.369452 - 18 10240.0 564.965524 408.578556 382.803739 - 19 10752.0 546.133312 411.559798 381.445676 - 20 11264.0 533.207081 406.826188 373.134567 - 21 11776.0 520.486200 409.599991 377.587162 - 22 12288.0 513.336807 413.911572 383.251457 - 23 12800.0 504.433489 410.420828 376.470582 - 24 13312.0 494.180982 405.699062 376.310952 - 25 13824.0 481.882350 411.888257 379.389355 - 26 14336.0 471.967074 406.695045 374.185964 - 27 14848.0 461.297068 408.192434 375.304904 - 28 15360.0 454.269882 406.214870 378.092307 - 29 15872.0 447.098578 406.974373 376.225175 + 11 6656.0 700.631610 400.360920 400.360920 + 12 7168.0 686.754468 384.859062 382.293315 + 13 7680.0 678.895043 391.337574 386.415087 + 14 8192.0 648.871301 390.095241 379.918832 + 15 8704.0 621.714277 390.095225 379.465939 + 16 9216.0 604.327881 405.098894 383.002605 + 17 9728.0 585.142883 409.599987 382.427505 + 18 10240.0 563.024047 409.600010 382.803739 + 19 10752.0 546.133312 410.577576 380.601764 + 20 11264.0 531.634232 398.725657 370.831272 + 21 11776.0 519.052343 409.599991 377.587162 + 22 12288.0 514.680630 413.911572 383.251457 + 23 12800.0 503.194086 410.420828 377.163903 + 24 13312.0 494.180982 408.030638 376.976995 + 25 13824.0 481.882350 412.656711 379.389355 + 26 14336.0 471.967074 399.609753 371.760140 + 27 14848.0 461.297068 405.406157 374.712936 + 28 15360.0 454.269882 406.887417 378.092307 + 29 15872.0 447.098578 407.627589 376.225175 @@ -393,7 +393,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 5 minutes 37.145 seconds) + **Total running time of the script:** ( 5 minutes 40.298 seconds) .. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py: diff --git a/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt b/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt index 41a742f39..a987247fb 100644 --- a/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt +++ b/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt @@ -385,7 +385,7 @@ This is a Triton implementation of the Flash Attention algorithm .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.070 seconds) + **Total running time of the script:** ( 0 minutes 0.083 seconds) .. _sphx_glr_download_getting-started_tutorials_06-fused-attention.py: diff --git a/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt b/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt index 43559230d..490652a7f 100644 --- a/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt +++ b/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt @@ -152,7 +152,7 @@ We can also customize the libdevice library path by passing the path to the `lib .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.248 seconds) + **Total running time of the script:** ( 0 minutes 0.249 seconds) .. _sphx_glr_download_getting-started_tutorials_07-libdevice-function.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 be5c22a46..50af5b226 100644 --- a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,20 +5,20 @@ Computation times ================= -**18:00.906** total execution time for **getting-started_tutorials** files: +**18:18.301** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 07:08.783 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 07:14.455 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:37.145 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:40.298 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:31.920 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:30.958 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:42.454 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:51.976 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.287 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.283 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.248 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.249 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) | 00:00.070 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) | 00:00.083 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index 8ebb42841..6339899f4 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.

vector-add-performance:
            size      Triton       Torch
 0        4096.0    9.600000    9.600000
-1        8192.0   19.200000   19.200000
+1        8192.0   15.999999   19.200000
 2       16384.0   38.400001   38.400001
 3       32768.0   76.800002   76.800002
 4       65536.0  127.999995  127.999995
@@ -333,7 +333,7 @@ for different problem sizes.

6 262144.0 341.333321 384.000001 7 524288.0 472.615390 472.615390 8 1048576.0 614.400016 614.400016 -9 2097152.0 722.823517 722.823517 +9 2097152.0 722.823517 702.171410 10 4194304.0 780.190482 780.190482 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 @@ -342,7 +342,7 @@ for different problem sizes.

15 134217728.0 849.737435 850.656574
-

Total running time of the script: ( 1 minutes 42.454 seconds)

+

Total running time of the script: ( 1 minutes 51.976 seconds)