From 0c570c178dd092790f15652fe0c0d36745126595 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Fri, 8 Apr 2022 00:44:05 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- master/.buildinfo | 2 +- master/.doctrees/environment.pickle | Bin 96603 -> 96603 bytes .../getting-started/installation.doctree | Bin 5899 -> 5899 bytes .../tutorials/01-vector-add.doctree | Bin 27862 -> 28418 bytes .../tutorials/02-fused-softmax.doctree | Bin 34027 -> 34027 bytes .../03-matrix-multiplication.doctree | Bin 55897 -> 55900 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35766 -> 35766 bytes .../tutorials/05-layer-norm.doctree | Bin 32932 -> 32932 bytes .../getting-started/tutorials/index.doctree | Bin 15854 -> 15854 bytes .../tutorials/sg_execution_times.doctree | Bin 10002 -> 10002 bytes master/.doctrees/index.doctree | Bin 9700 -> 9700 bytes .../chapter-1/introduction.doctree | Bin 33772 -> 33772 bytes .../chapter-2/related-work.doctree | Bin 62848 -> 62848 bytes .../generated/triton.Config.doctree | Bin 13752 -> 13752 bytes .../generated/triton.autotune.doctree | Bin 14198 -> 14198 bytes .../generated/triton.heuristics.doctree | Bin 6493 -> 6493 bytes .../python-api/generated/triton.jit.doctree | Bin 8169 -> 8169 bytes .../generated/triton.language.arange.doctree | Bin 6630 -> 6630 bytes .../triton.language.atomic_add.doctree | Bin 8598 -> 8598 bytes .../triton.language.atomic_cas.doctree | Bin 8361 -> 8361 bytes .../triton.language.atomic_max.doctree | Bin 8598 -> 8598 bytes .../triton.language.atomic_min.doctree | Bin 8598 -> 8598 bytes .../triton.language.atomic_xchg.doctree | Bin 8626 -> 8626 bytes .../triton.language.broadcast_to.doctree | Bin 6793 -> 6799 bytes .../generated/triton.language.cos.doctree | Bin 5106 -> 5106 bytes .../generated/triton.language.dot.doctree | Bin 7532 -> 7544 bytes .../generated/triton.language.exp.doctree | Bin 5121 -> 5121 bytes .../generated/triton.language.load.doctree | Bin 12618 -> 12621 bytes .../generated/triton.language.log.doctree | Bin 5139 -> 5139 bytes .../generated/triton.language.max.doctree | Bin 5894 -> 5897 bytes .../generated/triton.language.maximum.doctree | Bin 6382 -> 6388 bytes .../generated/triton.language.min.doctree | Bin 5894 -> 5897 bytes .../generated/triton.language.minimum.doctree | Bin 6382 -> 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 5117 -> 5120 bytes .../generated/triton.language.reshape.doctree | Bin 6151 -> 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 5665 -> 6288 bytes .../generated/triton.language.sqrt.doctree | Bin 5133 -> 5133 bytes .../generated/triton.language.store.doctree | Bin 9802 -> 9808 bytes .../generated/triton.language.sum.doctree | Bin 5882 -> 5885 bytes .../generated/triton.language.where.doctree | Bin 9860 -> 9863 bytes .../generated/triton.language.zeros.doctree | Bin 6805 -> 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 61816 -> 61854 bytes .../python-api/triton.testing.doctree | Bin 6830 -> 6830 bytes .../01-vector-add.py | 7 +- .../tutorials_jupyter.zip | Bin 55184 -> 55465 bytes .../tutorials_python.zip | Bin 45202 -> 45478 bytes .../01-vector-add.ipynb | 4 +- master/_images/sphx_glr_01-vector-add_001.png | Bin 24837 -> 30005 bytes .../_images/sphx_glr_01-vector-add_thumb.png | Bin 15868 -> 18194 bytes .../_images/sphx_glr_02-fused-softmax_001.png | Bin 37801 -> 37345 bytes .../sphx_glr_02-fused-softmax_thumb.png | Bin 24107 -> 23754 bytes .../sphx_glr_03-matrix-multiplication_001.png | Bin 58683 -> 60151 bytes ...phx_glr_03-matrix-multiplication_thumb.png | Bin 33905 -> 34382 bytes master/_images/sphx_glr_05-layer-norm_001.png | Bin 32523 -> 33800 bytes .../_images/sphx_glr_05-layer-norm_thumb.png | Bin 20776 -> 21374 bytes .../tutorials/01-vector-add.rst.txt | 61 +++++++++-------- .../tutorials/02-fused-softmax.rst.txt | 22 +++---- .../03-matrix-multiplication.rst.txt | 60 ++++++++--------- .../tutorials/04-low-memory-dropout.rst.txt | 2 +- .../tutorials/05-layer-norm.rst.txt | 62 +++++++++--------- .../tutorials/sg_execution_times.rst.txt | 12 ++-- .../tutorials/01-vector-add.html | 41 +++++++----- .../tutorials/02-fused-softmax.html | 22 +++---- .../tutorials/03-matrix-multiplication.html | 60 ++++++++--------- .../tutorials/04-low-memory-dropout.html | 2 +- .../tutorials/05-layer-norm.html | 62 +++++++++--------- .../tutorials/sg_execution_times.html | 12 ++-- .../triton.language.broadcast_to.html | 4 +- .../generated/triton.language.dot.html | 4 +- .../generated/triton.language.load.html | 2 +- .../generated/triton.language.max.html | 2 +- .../generated/triton.language.maximum.html | 4 +- .../generated/triton.language.min.html | 2 +- .../generated/triton.language.minimum.html | 4 +- .../generated/triton.language.ravel.html | 2 +- .../generated/triton.language.reshape.html | 4 +- .../generated/triton.language.softmax.html | 2 +- .../generated/triton.language.store.html | 4 +- .../generated/triton.language.sum.html | 2 +- .../generated/triton.language.where.html | 2 +- .../generated/triton.language.zeros.html | 2 +- master/python-api/triton.language.html | 18 ++--- 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 24214 -> 25885 bytes .../_images/sphx_glr_01-vector-add_thumb.png | Bin 15540 -> 16013 bytes .../_images/sphx_glr_02-fused-softmax_001.png | Bin 38031 -> 38083 bytes .../sphx_glr_02-fused-softmax_thumb.png | Bin 24196 -> 24120 bytes .../sphx_glr_03-matrix-multiplication_001.png | Bin 58176 -> 58854 bytes ...phx_glr_03-matrix-multiplication_thumb.png | Bin 33883 -> 33940 bytes v1.1.2/_images/sphx_glr_05-layer-norm_001.png | Bin 32811 -> 33568 bytes .../_images/sphx_glr_05-layer-norm_thumb.png | Bin 21002 -> 21168 bytes .../tutorials/01-vector-add.rst.txt | 10 +-- .../tutorials/02-fused-softmax.rst.txt | 18 ++--- .../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 | 10 +-- .../tutorials/02-fused-softmax.html | 18 ++--- .../tutorials/03-matrix-multiplication.html | 46 ++++++------- .../tutorials/05-layer-norm.html | 62 +++++++++--------- .../tutorials/sg_execution_times.html | 10 +-- v1.1.2/searchindex.js | 2 +- 173 files changed, 401 insertions(+), 386 deletions(-) diff --git a/master/.buildinfo b/master/.buildinfo index 27604d52c..1927b47f5 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: 456fb2bf2c82c803cfdaa7bcb3e778a9 +config: aa051e1ca67e6f2658629dbe2c30cba0 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/master/.doctrees/environment.pickle b/master/.doctrees/environment.pickle index 51eef543fbcd897d8592f04465020bb8f27358a2..d57942e3b7150ab368a213cd0ff863748ad8b7af 100644 GIT binary patch delta 9467 zcmbVRX<(C8*5;NrO}aqKB2d6q687$USz1~s-Pd%XrCZvh%cV_AH+Bo?pwSG5Idv}J z46^7rC<+=CWi&;)2SE;D#G~=iE1>&HVc2`;mLjbIv_?d+&SCllz{z z?sew6m+kqe_RbYe3Gs%N5mB-Ak&VXKhQ@kBY*ch&qcPGL7Z;V3R9_zzADd)Kj55R< z4GD3vn?9{p-wv{8vyEOAv0;%3AyLt@qM~NSM28@VjO@31*BiP_#+J^0Yf?maTL=Aa zNBy6>f++7X|NQ`Ag||8VzwRr-*xu09Z&jl(8`?}={nh=`pjsUQ-}%gd!#=U_xX%O# zQ%AxN>T=ioA;f1o+^z8+Y>0#-n$p3BIH*wv|7SBJO+7tUukLoEVMV{yFSVmHBr?Gs z`Z3SqCSjG^Dr!jXT$FV^;|z#8#4{|)vL)q6#_1KdRS+| zy2!~88Kq`XQd=83jLm@5KaGbAvxbX(fowVyModzi;@<}54<4aYy}OoncK2JSV8jIf zW>ZgROILRbEy4`JCbB7>2D8x&9X@x!wdfep5XPp!+9)rv%Qe18<_Grh8R(t@7iRbi zeFB>(Y{^UwHDNx&7RV-%X$q{aP*ZnsA<9!2a4Mp3I`d*mC!(N%dBM_%NE|Ls!E2?d zv%O2!f{+L=ijQE?av~qi9wUkpa3YWX>rVS<0USX_tque;6ep`&+|kVDy;e!PjR85!(Z@17b@vO@1 z+V6O!3sq_T-RcAhqX{^vEG<3fh^NBL|QYK*zbGX~ISOL(;lH9c~c z^PzpWXWzW|IInX#TY}!=Sp(?xulO7n;&p%E#sT!nFkb9JOE%8n`7YEt{VCq$LT$dD zeAWQkG>j(<9n$AqeDk;|JlEwkKb^-7F4UfXfY%S8^L0Gkg*r-geBJ;$-NGweXlZ={ z&vT*9C*I_G7wXE${?lPb6a(1u!ffo#*-wyLq7wUQXTOQ{^z2Qx~W&k~# z&XZhd*_=S0I)L6i&8u8!`R+MaA7rHy0^93%{mv@AhyU>PLPw+)9^x(TYd#rv&Q-=wflVUZr>mTZ$W(~uaX{si? zrDKJ;9#0iQs_+gx@KWHF`pdm%A9@1LuBX# z;3?xhtg%v!Ng0Q;qqmS+jRafD1h|wk8aAdR;DDRqmz1e2nM(LMWg5$ocs2yi4+TSd z7^{}rrL-_sC$)h2VQda*%qYuZS>{V0pC1PArG`P;!Z3)%ScCM{OWzyw!XP3o47|~v z2X`$9XL?z-$Z|fF;DP>)=#P^Tm(#;wF7}oxTd9)eLg_iZAdD4BTnilwr?6~U#$!1d zE-fq^MMu?|eyggzv!mHy?r%=(;)Rfr5zI``lyQk=!n)i^(3aT)jpbUXS}`6%vdUm> zt`@drtpgvE7UpKJg5pLkoXK7T@04g^RZa{1b&(bC@pQy%D}a`{KocQ1`wXs!Dp{GWz_h0%0wtnBk?%U~`QYZW#iFOeY6Ro8gljX}}!k z3471^!867YQeRuP5Y9F$l`%_t!p*W~NW|$_%KKnLX)I>@09hHcKGZK-2+!b>QOf~( ztbAcnGn_TxeCq-+>2|{noF+P9UbrW$zU&7f^&_O7UAYiG&Q$7k%v8hi%2uc=qA5HC zjxrkhCWys$3f>QdLs!Sbo}v*by!LhkvibUI7qoU9EV;7w#rzfJ>6g{p!EoZMGa>7d!bf5I+SUl&@@73de9jc zvW0N1A_m!tC+svfgSC$O2~;RSp*OOYLQ@Sa!bd>Xu^Ki4hcE(Ejk(a9g+px$fRvd& z@K9qLl;N`oZn_Uba3>bLuNHm7*j>0B8u+DYG5p%76}bUy6#Txq0Jc?W?YEjIFi8OT z1kWKuWb)_nq*3DM3rM4LjTe(f37^-IMn@JmlSXe3Urib%dHw)tl;HVh(&(7se<6)d z6#hJEl+*dEq)|TSCp|F%%Vf^alaUfRzd{-%asD%Dl)$;#3kyo#{0`DMX*$vv=2fIoj^>;+%Flc`X_TA$_y$rbG4p=XFewk=J4vH_%=eK-xtJd$ zjq)%*P8#K4ewsAOzx*<3lzaIPq*31Go+>OT=kgJxQNHCNq*1En;iMH10pfE=r5ww% zNu&JA7m-G}l{b<`d6jpQMmd$QCynwcw~g4Z} zMro6Oq8bv451Q2LWTbq_hj?Q_xsnegn;!U?VH+W z6BuDXZ(gM+OFHrt0|9+S=S2@PXyWn*3V(6jIh_-vs_Uw-@8~*N;f>DC_mii=^^X*Jz!QW)(2Y^ z#pm}1MOm})78A!*Oc~zX>=5wXq!)X=na;j`la`SdXn*k!Jx*;-|5B%R@L{u}L4YIJ zUL|swX!2oZOcr-R!WO;A_hmYGW{U$J_)uwkRn8drd8;0JPwQamBQLWQi1^d#g#X{4 zL(2ETQ2Xa*mSR8p=QxJq=C-*c=4_vZ0-Fw_zi0M+JC-o0{=|$qs}oW_)j{xM4iPof zIo*=Se#HWk z9q`&!r{ci1;{P^dzBWVI*E(2r)B)nzcsTrFBIfN5IBXAu$bWnYtI)sfSSOSp)q($U z2VA^v#aD&Eq=8{g{Spe9 z&&{r6Kj#A@oVl!n*FJDS(GByUq#p>{(|U;eNe5d`JK)*x%!3JlA6z}7hb`ahpz*8& z#_y6&CmE=PUv}vr`n*H%k+@}O9Vo#&*?=G1_mN)oMc}T%BLi-J8V2eℜNQ!g4+lvGk%!zbYhn9pWjH6kbb#q3Ezb-HyP}7J zw{`H?6$jinPfIfshJLMw(;w+z<<}0l`U@>95sW49-mf~y|Hc6ayOg#E=tUiT)1$OK z{<;H_-ocn}mxK0{4!-)<0e{_WMrN@R9@wITm%n#_|GQ=TIHnUzJkayUf0~J- z^unqWI+5hb9LP@$XYM9`BG!AcT4-z22`?4a4E~wMIlxqE!Rr^DIOUD5?ybt;oRq}` zd5`GC4h?#O)+rt*ZxL60u*qBNbfVLjImEf)&P^2DG({ZuV|rl^U^+41A0uD*7d-;W zYPwjj+f+CIT}f<5D}}&VUkjzAU=hH$P~sAlR`l>3Im8k zp^pd@3c3kFLCgsS(IyncnNSd6Lcxh-pd_w@f`}3dVo4~7BB3CDgo4Ns3Svemh!vqA zN`!*=5DFqgD2NH6AR2^%I1maVKq!d)pdjjlqJ?f*P!j7wK{pF1i0+^uu7iSz4hmv9 zD2U>qAbx{_$PEf&HYkYJpde0zf(Q)?Vlya+$)F$_ljAQrOb+X@4(k@XQrRq)BF?9> zyIA8N)7VV5K!m2T39MXXrLiyiQZT~C?Y{DluY3kJe%uXx>V|H*A>pUQ(bKZ=EpF&z zH}r`c`s_BM=VRmH{)3x|bVHeUC_b8@jc2)`Y&VqShW0xVEs2dEa6>=45I!Fp|HTCf z%^jn3s01dvp%gc?-VGgbL$A4^*WHj~0QF&qK4S-WnB#_W-B6wz%6CHrZm7@=6}h3! zgHRtnwL#Fvx4NP8Zs;R7biobj#tojtWH;30hMEVXDZFJc_#P-Tk^;x;8^D`+b z@jt!Z*~K|%k8#;;Ry9`5cdJXCrsnnG+y`2>S$$GVGfJ~)1qMg^=BAdEOrkfEh)eW4zB8xkyV_Qnv0{3A5_z4K~{E-zN9!cad5nUUTJP_ zYGEm^wmSzoNlWzXf)cZ2GFnbAEkHq!7X@WB6m+(tpp1rs&PWvWgi+9> zP&A7*dF%m}EY$gI0ZS8k`7Bc`FJ=B>XFdyOv&Gx_te9m8T>-0P)uN9C7pFHG~jQOb$D;q^_5zA%8Vhf3U@fnFG5mU_a*(|ZX7*T>aK_XX7(6bU|5KHxl z>cv4q>0)FFt77v+M+vK872-q*c9JJ%lw!DEtSH4QE#jZ0Y?1h|0K1GS!-TTA2(^1r zW2NHFGOQ6N?kq=9Bf8459&~m8?=thd-`Xxfr&X=_RMI$OmAN>wmvoev4fF`{m+Wr#lGjqx#l;#H8fY*Y`}y(lLxxOK z?x@0~*{{LSb=zDm9<5<>aI2n0p^{fsNlMe(4ET@e!VEuAP|Lhk^6F}?;_0YmlU2mc zc&d0Cb-IN0#qE5&mc^;$EmoFdr+-)?vJS)LjaHr#USVW`{`BSV_86K(dmTp3q83Y) zNV8yczy{^bSGBB67qGYM67%B*r7r%J5^Jcgyb&|GW~Ecf zi?J5hWCH2??I@MJBx|D;noM`I;_w~JQ|%l>g-EGq@hW*|)vpA{C8*@p**bBp9>0_pHsHz>h^hvbq#`=WEplx1C3-l%d?y=l-tq=*lVXoFqCH8> zGh%17bNCi&XR^G9z1>@t*lWZv;+%Yk;>J(2{%oy}lTQd~@I5TGU z1~J#n#?GLVoNovkGGs%)by!ztORu4;+t6#kl!9D9IxUKGfnaUe_8v1Ery{#`fzsFw zGg5&>F|HlQl1M{}7Ef>%5QP1|K>gDM`HQHb;csLp6o=c{c;qT)+u7JLlqUE?N*CU( zCKGm?fXPGncCesqN*?@S#p#bDYiTt!G*gvCC9&|$&OqL|1g$Yj*5QvRRyEc&E0xPc zdk3--+1U=o>tpC?>S-~{l#l&w>tN%?$^M>D{F-I$t&PZ$Fv}w+I@!U-DDJ17ZbNIU ziK2-z{c$N97b}D9&c;ox26I#Uppm|)IDA_T-Q8wWCwgSNc^ElXM!uv}PN$;!9c8x83NmqBL0h2h6YTr^eeuVTNm45y*EpWLwx0K}$--?Sztb@LN+N^hq zgE*3QE_P0iSJUg5bB|>zvnVMZLc&wAf41dxIDd|&tA^7QW zaP&T>KSd;V;c1&9mUOW&%^sI^M;D9JJne!Xb;&<$LEUVI<^`v0t};E&EmxvwB&oW~b9xBJS;F3pLwa@Ki4=!Z&O3 lGM0m4=`wWgb~+Qq;bm+-z9OE>vAqAtV&!qU>FO-g%d)15`YB92Qmqrp?X zf{G%H4$25)RGj&Zf}<00L_u5!aKRNFT!3+0P?&S>o2Je8`~LXm`=j@q=bXF0?|Yx8 zH>WR7I(>1H{i(PFzOHj1E;%9Alx8xer6i`sx5vk)>f`lEDG99!X~wiRb6Z@Z*__at znv#;7mXxynvnKUuBS#6lW73NF==j8lxa1}JlqGTch-iJPUO!^gV(c~#j5LibfFAv9@be3XD0Kv! z^qmP0`X<1j?;`lOy1~5%5aGKJuGa*N59r}VP2KoF67=e4{cl|bn}>#MlLmWC#*HI3 z{{nMsM0}zn&aWYy#X|P|VGyx2Wa5ZT55~AC@lh3<1o3h6VQZ|97|3LLVMt+-&>OFT zH)A5jk!I#C9?oR(vd*#=mAD~=&G+u=F`8hDIvRSTBH{ev$yj$WoQPT|yrwc8)t?RD z#c0G4J@XMKR$~`6DQvc|XEHUE#rTRnnQYc*1%HTEhr_k{NI2N4_G}8F@p||~9ZaqD zG#v5Z;Jc0D+&#h0YcSuVvTJgOM8{ju6F*B8zlfvTJ0IvR7h7R4w8{H@>zL4jSp)(h_ z!HuHt2;sRCheuZ*lXQv~xsx%c7w}{^irw}O&vGOE{3O0)3_Y@uSGrML;c>of488Ia z&v2vo1691-LwIMl&t-6JPE|mH+x;$mVY{_nM(2EzyVG`a4G!+_faf z%SNBpd{s;@9&yp+PL1j8-DqhYvCFRkYuR$}444Ba(tX9I0Tu|iF6q|Lr$MQ7c{~`> zwJcSBp})pX1AV$0j%3co28&=QJ$0g;C&91jL#z`XNYmoC=&w>nfU9XSa5*CY0yEUg zG{Pu5g{EScpA?Nyh$F;_q5(Dy=48~vD;b+uC52#LMg$(ibUMXk`hp{Kl~1NJDR=>o z1fCVY0#`6{fMvFAe*{WD4Aom4LI#fy-I*nNgP6vTTxNBLw9}0nd$Q2J%?0 zEQ@5BEXyn^!I~3|Qz1`a-3*zjmt~cV&dH93P55WbkA_C9+aYrevRnys@?u!2EKRa( zk>yg^@|uEZcqum;KFNuOmzPDusk~^`E;EVw(X35+&tQ+K&|476@?@Eg^tWD7iD*21RJPKd16f^|cJUauXRMdgJQVUjm#@?^G5mHwnerE>UUp)xlH7Wj)lY!7!V}iV9!lCeM%>XNcKEnZc zWQ`V9tqOvccht~WyAGC@Y9XL82nkgKQ|i`(dU>KGV0gZ+1I}UdtHvOB{QW?9!ZZ~& z*O$OoI2^`A)k5YCSL!?9<04#c!!Rtv1zr7kj;x5p2Cd5r;8X0KDhC>{@<+=%;0R9s zKuZu&3>^I2AM7hyAfi?oWy85Zh-jTEvWzGXN>}E?=GH_M1!_39vJ2W9Xx?{%2{$pI zaXXyppp^x|;cutI{_3f4T<-%Dn@Zs%&cfP&>$~I);z9sC-Y`}A`^6=C_eYgw5|Ij}8?62zkWQ{3-H?qxoOS zBYx&5ypd2PIr9%FNW{#~lSib?eH5%Q2^C-8^KBYx!v$s=y%&yz>I%8!vpoXSs; zM|{f9kw;w0|4kn8DEC%jK^)4bl1Kc>BgiA_~dkiSD7(IEd+H6aSeB=;f( ziU0TnA1sLb_+<2kY~F+P-@}%X1-!tK+qH;^vy+(4vAsK;u>!|y78@FP!4d4}?ky$v z!cef|Sl>kkAs3RxL&0nb#0>Vp4;OTf7Y1V)IzjNoZ?q2Gx(Wpx9G>miy}pdW-@Z(S zsvFYqOtrw{U+Em*Y+T6D34*2@BOFDWmMehTzO@BfyN?~C6wy1d$(?Jn>8TPAra_55z@am8-Gy<72sW;p-1c?#OI z`3^7m_Ode7jFJfO+irljf6+O%ZPzk%f*jA>HKaI8NBR`!`MWLBfk0=tqfy{m|M)Kp z^1~cR*U|6HR6k7qKnLM_oe+9M4|3H_aPRu;92sT;q*3A3W}ayZ?zbk-5*GXoIcibujRT6V6^#Vn

^2`_y_>t6)X=MC`aSsm;>?}SbG5Ca+)!^Ce4&~Q`- z*L~v@JQ%-1Wd}(~tQEttOqpKAcTUK7c63Rja-s#UzNqBGE;`}OWB6DuZGio+>ENH2 zoX~RGf=c2#$T_2f=f1~B`L@NSCITVk2LrtNjt*}B!3nqhgW~I8-6 z`&wp#$~Sa(?_y2}{~5n*6hX_|g2cZVYV%2#bz-d-W9mGB=7bDWVF?0CW ztzvi*YlYocbYhYUBb)8Y`p4^(W>~#lC*JhIbknD_jG$4m(hOOj>BMdgW`2J!ZiGvz zh;MyaGu*aAC;I)EQ@lULwd3JyBE>O(W)O}*yuHZ{z-ITnPOrJtF@vz_xK2!)f-O@0 zm6MXx%o-6Mz;uV+4P@X2KYk!7XCIvUPYhV7Gh%BoUt zsi{gQNH=7B!*Kvz7F@K@T=)3Wm&9_V8a^r;8>d=%01vGbUK z@!jY>P|>wYj#g;r#U7}{1C@H9LoP&HV&~6#pr73cpO2kic0)oL)06>~hM68H%L8rm zKrecrmpstlJdkq?4dZ~m)5i~3>Ve8UP`L-H@IaLwsLBIXd!T#Ap<#S#$NPF2j}LJ^CYODBv? zV>0#+n&Z;a(nd;OzGcLw$u29)uZT-aO&sB7kx(qF*B8si*C}RKG1FlmFBZ$OKPzSt zh*TxA=E4%3o>^3uuw^)BdkMQHl>U3P+X4)AwT9CC`uv)BeO%%QUMTTQaTxQ%bl%x* zK4tm&m`PDGGUT6=U09TtomU*MkB@W5<-v&k)n^-u%d&Hes8#C!%=(nnlwv%=9k<)m zShd2VE)AMpK8$N0>)mei&8{n~E2bS7-`cM%ySBE1Ca+f}Pn&1AX&Nfa3i7dTnjFa$ z%*(E+#UO4eEz=bo+t;z6Uv@?Az#08G8>RVV`lapPBvrZmY(>JfUq|{Jblbt%geL#6#Sy^^f9qzYAALptswv@3a zE9mCGX+$y_8oDAt)2tYJyoiX=(9qe6h8PVEosnqh38SG!p~(?j%GqtqDAW}!k7bMU z3Rc9L#61;wYB!2EDp(E67rIKeQf#PW0pj*bR>5+`DGab8kyM2yS=g&sBg+zBSFzP> zi72aPWnz6jR{mWzzIV&S=NMoaBB2JG){AX5h^oYKG~yqXSZjd+M=Tb728^eP=MAhD zwM1|&cG)3%Yq84)al97CSt%CPVGpHZV;xp8iP!7ca@Hc|*Rv|NRBRx#O1x5!xfNn| z1DY~1(13jwiX(``QJT@5UcwgH>LySfzNdO6_3fSwvV?DIKg*IasA|uu9!vm9oJqRfAQE z2CLKzRw)^*QZZPiV6aNPV3l&=R;d=O@>;|yrNXUJDOjaYuu7d^l`_GKDj}VQCzW88 zBEc#(f>lZct5gV9DG;nuA6TV4uu64c#SPrq$QoFVxY)>&&@5=epT2U$swNhzlDAN^ z#DyjnBK9`1P<#~+H?b&u70)-ZRF%AiS}4x0W>G;#lWBw>3!5-ufpR4kEyMowQ=Thq z5D%_qOYuEDgGME9rqYzIcNtlb@-rm;&?zdLnU6}|S7j*q-exvWMe>Yii#O1x|G@n4 zr9Rfol2r2Qs#uBB6|2yZg*oUPh%B-noh`R7+lfA$QP*;i_~hc@Ngpw@=mOqc4!{n!}_UR12>4QR+g-iw_`)pbEG(2$9zW9rQ%>KOUIAwd@D;)k$U7e zhzqT3zNl)${a7j*+gO@PUX)qoyy$n)Dfr=?Xv5XY%d+iCTyMg7p;%_Z(dez=JE)&| z^44{9w03d8gw057^4&@re;N(IPji+ThnM$f`;>)Q%t&*o!fwWsB~`pZX?d0Q6s>Tk z_~%O8jm&o39(k?yEHw%~w7Q+W$5^?zp0kCbr2~(YR<4*;%uw>SPZfHGb2{?qr=* zVZDkDP1{_tw1dqRv(~aA6&;_pBnoK79cx*>iiDYMy2wgqGsMNUtP8tt?qVfq9wXB# zzQ>S?4rW`HIM9W^6`$*1!J3;#_`aFA#AdO*o7Ji4#I_YG`56|Z^dymCVbd4U5zcQ8 zoiO3%5!>W}{?2vAfkERsBXS9f0GYHZ$vnZjvG4sBHbX^mTb|O{j~3Jbonl50&ZU#4 z6fYj-EHD(uf11Xp1@dRm!@!>?P$Q1?urL%UXL{K5X~YlwPGtz6F0&a2PC?cXe!VQT zgjj>$tt10*W}RKewhpS2sxS(_*VT~suf=GBLO1+AC91}{7Nv5g=;=i{A_v>8WPOc8 zYlb>4lIwB2UA=6^3_0GTN?xh;s5z;$~p%cAqnv(v5D{buRGE-~PO84}!8Huv7 z!_~RD%V=5CGj68OC<(tVaUAZ#lM{E?fRZsh}P(4pKXry}pl450%-!y81PB z^0fnl{YGSOoYlcT7B*GpkIFoMjyAYLyx+&lrre90M{|x{ z?6x_gZ-9k{==E_iy_Pj2_;?<2wP+TipDorr?1r!QvxF)8T#(ov`-2M^)96P?e{8tl zm8ur019-?*i?stRTJr~YboT&D(j0Wd4+q#1A9^qBwg~KI4t4RAE1N0G2iaWB({8w7 zkm;rzazR?F-8LOQ%$h-so*fN~6WAzc+ALiCLMmdZm_@XP8LV(FTluHMVV{vlR?AKE3wELq30HG5piX7QVKtU$Bd4c}bHs`2BR lx1N=v>06J<$6U!yab!Kq#jnJB1NK)fN;j}VG_Zjk{SVYS!!!T@ diff --git a/master/.doctrees/getting-started/installation.doctree b/master/.doctrees/getting-started/installation.doctree index aeddca6d4d0ea16268b91ad40dcd7e2065910634..f5f6f0a71e5a52ed6dedbceda7e9c9fea59b067d 100644 GIT binary patch delta 62 zcmeCy>(<*4$Y_{fRGDsWmRO~4Xp&@*mSU2emXv5>Xk?L=Vvu5LYG`Shlw@dTVwq}T Rm}r)gXl`n(<*4$Y^MsRhC(7XlAURVwsX+X>MX^lxAdPVPIrnYHpllY?)}8oSJNClA3Cq RWMOV@W@&1^xrwn;6aYG!5wQRO diff --git a/master/.doctrees/getting-started/tutorials/01-vector-add.doctree b/master/.doctrees/getting-started/tutorials/01-vector-add.doctree index a5314eb198e9f4f6ea45be5e5b0b316a8751ef81..b4fd2492592bb8b8401ac6efcc574719f8ade38f 100644 GIT binary patch delta 1690 zcmd^9U1%It6wcYnbeomZq_(kQcXt+ByPIaN_s-n8GgI7(KM^w_-K1$sVhPFq#of5s zU6XCG)!L?l(wDxRh(tsxm5K#vbsohR5d@J!wNwkSQ1L|#h`#t#@a_yDf=>#9;5`rL zJLi1oaQN<>xp@oD-UjuI`ugwn57qs^8Ve_$wMG8q!;BZ`Y>5|V3wh2AXSPI3mc?AR zP+)?)WryWODQ{ccZ^Gl<_*-088P_cnf9RQmH9xm)E5uvX`SSE)E5Fd1ZnhTswID9n zOF@K__g=`fY9!xk%vX!k^VNF#FZ>!Q)*8j<(wU6ky#JbF#WZ>T)RTW9>{*}LuB~@0 zSE5tPm7a-zX_tL}V;9WEKT@PP_)ed$S`rA{o$z4XZzLKKID+}UM^sDbwu@Ry?+n0b z%G>tLvBKP0=;+8SEuUIWSJa7*@q?6cdP5~GtF;;n#R@rDUT7?)S-)0looJS`VX|6p z2`*FRUy}vVCKTjcdjG_Iw8a{T)9+rEdz32C6$$ zcbHVYUk%aMeIC5zC-yxNfm0!Y>8=$L0(3+7;LOD&QD6x*b`IX~FEb+oD*@RRx@!mI z5aqZB7x7KL0`JQDPCV|WBb4I>m$uy{%Y*muSL=It-@hTwMc^|2GML>&xz0=z?>?!o z!>?QquK4l&Z^huMq#RJ&3=uHQ5Yhn;zVTliSnR}ChqmI~L8=PLu|rM>%bo|Tc-6ZJ z-}$c%t-+?BD!p^BMDPmRf#-)O6iyucad>x^<`CPEX5yWZWEZmux7vmW4ko)yhj1zn zLpGX-X~HEAYa5pF+&PGd`t2FFra+q1SIt4o0H8K)$6_1$&-OVfQ_o zBg4D=pN|d!Z1L@>FC$wXY?rmpj*bdc6daAmQJ>ifNqlPNkbL_qGfSJ{TYR9p2X6U~ MRZ9xQ@KTNb0mBFRP5=M^ delta 1229 zcmeHGTW?HJ6t>Pdqn$)_DnVRk#-%RdobKB>dvEoEP(7(sr&R@7RS}m2N%7>7 zH6FzM773A%{l;4p4=xW<;*yAn5HAuB-rQo(v=qO=dN}J_Yklim`>gDJs&n8I_C6y1-S2(FvDC1(=x8^7uk@j^{ioN148itY8@FSxNbf+2IQ zcK6u$lfSu~S}wC(-yKHB>mzuMuj-${3u9J)1bB}Z8g|9BAL5(roN}stMv8{xo6_Z6 z`Jxz5%&$q8%g|TFh+$h(DnXg_bV^V=5se^FtbN zyWH=#8d6abrXj9xOfkuruNV)g%w$G!f|86iLABsS_%@J=_*4_27+$xciZVM=OG)tT zT653@ZG$hYV1RYmnd7uCxfC3C zW_$l{3HYg;Uy1bYpy;Klkh z4)n#bqCE~tb7n)G6Q5kHy!x{;oO*#5H!LtK+GhZinT}1597rL_ErqGLE0?to2f5KWuVlv+X|A%UA9Q0(2=o!OZ&@CP^?A?)5uQ3Zmd3R_3Acz%JTmITFL zpb(gF?%u*j<#P$t&= zn97b23UYo=hg~%moL9=+9na$TFhm&ou4iq{?pHsvie-_I5xzPw}x*k O`Z3&J(#hKOSN{jl>x)+a delta 583 zcmd^4JxfDT45bB2?J8D5&<74q=H1+zn~$ab12;Dj-+Qf~P!R+NC)aMmb@wj_T?Hrq zg_DCzr>;)kw)!hfGMtl>9Fp0jJ)5*&j#?P5?k;bULpikJ(1gric(2a8D4`BkSu<*o zMx#)x2wRltO>2HSPzKbT(!*jAK?z(@FcOe+4td!vqDDaS%06?90XU0}((~DFj~#;| zHOh8{X8w3 Z&-D%(1d3^E{PqVw#{0i;x_155{{eS-ig5q{ diff --git a/master/.doctrees/getting-started/tutorials/03-matrix-multiplication.doctree b/master/.doctrees/getting-started/tutorials/03-matrix-multiplication.doctree index 9e2c12ecebc09b258bd1c8ba03666edb35e615b7..9aed8a14258d43aad6074f202238efcdd1d4b793 100644 GIT binary patch delta 3065 zcmeHJv5p)?5Y@>xvPOIW1Pl{6FiF!@)m7Cc1OXzv07A&_ymy!Y8*va|0Sf^c*&N>i zr?Z41@R5-akRl;IfrJl$H#0lS&WR5o*iKg4Td%6#tJih++v6L*KfZDEi(B8kb#e2R z1A6%3C-1r)J$jkSaXwv@d#A@og}9!s@=BE=j*rPooK!lp)sbtt{NUiux2>ldQMh)C zQ*K{h>vd7MUa#Av)jo&;Ho1Bjp^Gmt7jNWUXEsLIm#u$P+b6EfMvR!+kL9pfIswJ1GmKy>I)R{!7sT4CtFH?HBin1v}c8(9j@GQVO zutg?K2)vXT-A-7=aM*Rd6vbgNxUf<)NY84cC`efa^O&bmDLJVR1KT;cRYE;z0s%1j zQIiT2ikHE6W8ugt3_WkK>rDb&tHAx%Fr+{OvxN#glV@N;cFtWlA zqgrSOCQw7{SQw2^RP?=r?7B5l;uTR)!XXfe>y~ zYbZouk3th;LzL=lp-uS!!LYmzfH4#ip5y{U39j>;z^#T#Tw|;wIG`4)2p+&_KTlpX z=PlNf2Gqj$or8=hMuS=~&Y{4u0~nUmlEGo_n$Y#&-W_Pyg{Ol3W>5S*qQ(tN$r{> zUK8UT`m5XwYp_7vfffoy;62aap>Q_rf0~t{j%OK z>;LDney%^fdUWu5|MQhRga5&lssH=x$!jlkcRTCefA7J^ADx`xkHPp$cXo2`;e*xL aOXpvme|i4d`Q7`szW&d^%fEg)ef}Ty=0%nO delta 3061 zcmeHJv5p)?5Y@>($r|wiAfcrL2PSE{s=BMI1O!NgCqxPvzFW&i!XOecJg{(0}pANQ_Y{qFGR_s*}r zc|h{G{<&6_RIq{mEZ!ufqRI1z*|HzNm$CTG=xoNekmwNHp!S!EO7E7wB*04A= zntNvJZ{J_7G>YYv(!zr#YyaZc53l8z*d$s1{`vK5j+X+A{_FF1R~(VX5-ozuWbL1y zxBOc4a{fG7`)3cDi?y??vP{lltEZ#wN&Kq6=Q&dqg>IfgGI=A4;u@L8G8iD_L zpGCtf~1nSWUKXjZ!;FN6umdMIpkZ%MAyUEbU z3>M{0*8b7OYEz=SWk<;DSV3P5>N-LpENLWVph_CYWBM8)J1v(8g=EN6;{=1`EF&k> z23Pac7ZAjyq|I{JFq7mewIg)Q5X{gQx-q9u5^NudKdC~ShJ0R5oAYcpB2=2+YXbgbc*hjY7 zFh$Fyq6v$`xlqRt!x5%9(gjtrXcOXCH99tAUQ+EANs}k<7${O{VoQyg`VStxwm~*r z#MTz%(N@|}8m=HN^lljKq9)bG(d;z!DRc%t@j+Y%N*p3^3<#BsZ7Bx%uT2K8!p!My z?F61V`N#=wgF5+)lZ5(O>$BtSc4XY8{@dT4?w9p`S?{#5U)K9&9m0ND|4*0o%l*;g zuMXbne}62834bKZPfzZ@^=h~gG<D`ml*Ux@9`~K{kvm3V$ OfBY}Mi@%=SdgX67!b2ti 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 19a237748c8623d5d21e931296ecc37710ddb710..70f20150d6107c332aa80d32c0ec04de5ad29e84 100644 GIT binary patch delta 89 zcmdlsooU;2rVaLthWSO6>E>pMRr-b|Nd{>tCdp|@i6(|d7HKI4DW;}|mX=9LhGr&~ nsTPKbW+{p0rY4&U7}sVq8ylHVR>(aGrr+eMg6Pd6d5dHL35pyX delta 89 zcmdlsooU;2rVaLthQ?WCnZ<@?#`-CiDJhobCYDBNMn)C}Mh2$l#!1GOiI&N!$%ZDW nsm4hb=H_OWrskUq7}sVqn^+i4R>(aGrr+eMg6Pd6d5dHL!RH$U diff --git a/master/.doctrees/getting-started/tutorials/05-layer-norm.doctree b/master/.doctrees/getting-started/tutorials/05-layer-norm.doctree index 266e9d4a353482a129d37096e2fb61872cf5e9ac..62eb6bb44fb22d5bbfa5d26a24667ed4a1e81686 100644 GIT binary patch delta 2574 zcmeHJJBwvS5M~!-;rQ6SDkAP62Nc1itykA0+St&{#9+p8TsKk7e86Qh^RtM#17;#@ zDwyt%GVrT&$IL$<%uS|GcXieGsA}f=>D}w6cmH^Fhrj;zyD!7fzyFBsg03#@^Q((< zW67&ax}1}%E-u)uzDPdz%k!A_{F^(!y?mTLIJ9W4>smFeqLS8Cc@7FMwS{rA@>Cz# zH^P2pmSInA(4^vyHycw_eJ;}RLY8}c`tYe1-Z^TJN4X+ic*wN+fM~%dE=;HW!pt!# zYz8i*3}u@d+n=wV9p{)yCWV7y1hGDCW>h<~={ZDM6oo}-6h%(dlG0&jkvtb1;eyjnZITQx+NBc(Qgt>IkfI?TA-4VW z+SyTu;!FD=QJDlB7UTs&$E`+cG(5PXkwQm9{OmPYDwAq1E%A!<7=ECh0 zR6N-PF3#ZIyxd0^wB9+|$b_cI4+?AI?)Vsq40V`IvL%JbUKVYoM4~Xy0Lk_*gLaaJ z22>)U>;f?mjTGD8_a7bwZ3?@ijSA>qM!CxcWD%OWa2r)2rxsNFQH?zY=uvStcgY+z z(ZG-kMc@p4Xr!i~MwGi;|5}E4_=+*G?dJ!tua0h?Fa+C%4lj&N!@04Zd3*8TUG%-* zR7Hn*rR5^fh&kdkOq?S~q}>t&D+^26&JJhyY~W_{_UQ28nSz6p-(BpwFVpoEHISHgs|ep*2S- z#-mxHmG<7+g*)XxvM+*MY=F97$T{3a_eMYggDBD9pmbp6h;OB#%dWJ-4HPr$r05C7 zt1#Q|{n2nK#N#^lU~>a%w_V+^7Uy?HlH-lQ2Xvo^SAX{S-e=DqAGW_<`SkW_yM5Za vYv%3KcKfvb&z`n7{^MzT{>$5kPhP^mS*hFaU%j|l{qW@d)9TmjCvW`&C1>}A delta 2574 zcmeHHzl&B^5Je#fFNylaAi-VaK}1M%z4P4J`RnWNA73Lm`|Z`QsLin?iiMNh@ z9c>J;0G>o!x1KcjsmWXm7oNLD;gx%%&SnCeS`wTE^gvE(~ zpvDrZviohs3@hUFQ^;e7AR|74VA`V?^@LW1Ai$2wYp`1kLW$4ZUzUI!+mV zsYX|K^R|6|Yqv*(wW_!JAc5(Z@4+rT5K^AF=yC1&AO*CABYSBRAfGu_VV|TPCE^W+< z2m>jW#?uGoUN>mKpp+!|KxxOFOC_mh3{^w3s8~n@0}1C+;Z#;E2|#Q!kLV?tY2zHQ zCf?D`pv-;v!Zimp4wqeut&FTw>i`%qWh#>>v=~^pn8qxbOv`}TX`qDzK1a8lo`C6a zS%)rj3}D*Kiy{N2gJ4=1r+Y16x|#OaryT9*@MH|-{)s{KLJvI_iF$E diff --git a/master/.doctrees/getting-started/tutorials/index.doctree b/master/.doctrees/getting-started/tutorials/index.doctree index 7b5790de5df1de92d62a371e86bacc0a6500d0b2..23adb18bcdd93fc72a4be562ae6ef996ddd99ce8 100644 GIT binary patch delta 62 zcmaD?{jPe052ImzQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV RVWL?|qPeNb=32%=8vwYt6f^(; delta 62 zcmaD?{jPe052K-RR#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb Rl7+dsnWd@u=32%=8vu-^6BYmf diff --git a/master/.doctrees/getting-started/tutorials/sg_execution_times.doctree b/master/.doctrees/getting-started/tutorials/sg_execution_times.doctree index 0c2a47d6eb990e64c8b9e793c2508ee6a012cf18..b38b1e4c77b908b730cd328de44223254b091741 100644 GIT binary patch delta 258 zcmbQ_H_2~95u;&#QDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV zVWL?|qPeNb=EaO$j9eyGhQ@l9hL&1dlXIA*CSPQ7kwFMe$zYG2lA+(jX$TYBY{;C? zCShWsXKG{!mo+f6f{1M1!CA>7VPvjnYK|mpYy}b7?8#TcB5tB*YGI7fYGh>y7TJ77 qsEkF_($E|sWoTt$1azAD=6LaSETYCnNKyt?1_pXSk4TR#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb zl7+dsnWd@u=EaO$j9kW6hNgOEMn+m%lXIA*CSPQ7kwFMe$zYG2lA+(jX$TYBY{;C? zCShQpXJ%pwmo+f6f{1M1!CA>7VQ8smj4TV(3l`bz$ydT6Zlq^wYJkvcWMv2z*?dK) nj78MU07=Tw%EU+yD6%xCZiG>kDmjTE^pvYz=nGak5NE$_) diff --git a/master/.doctrees/index.doctree b/master/.doctrees/index.doctree index 1c542e1ebb878dd9995f74b68b997e36e74f17ed..f5a49c5ee75995cd6db0df0758a36cd154e8a7c3 100644 GIT binary patch delta 62 zcmaFj{lt4iJ)>cMQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV RVWL?|qPeNb<_(M{Dgdbo6VU(w delta 62 zcmaFj{lt4iJ)@yqSxTb0sfm6{esZz? diff --git a/master/.doctrees/programming-guide/chapter-2/related-work.doctree b/master/.doctrees/programming-guide/chapter-2/related-work.doctree index b12db396472ebd209988353941c14ee2fdbc977c..6491fe12b02a4925dbafaea00cc8eadb926a25f7 100644 GIT binary patch delta 74 zcmZp8&D`*sc|#zhd45r4y17|mmA;`#l0jOENpf0JqKToAMOunMim9ogrDal*p_z$g es)b>qSxTb0sfm6{esZz?WPb&j%}W^XdT2i8kp^-&eib0C0siCE1Qj(#WiDjyV zVWL?|qPeNbWL|Zh%^Mikk)d^SKeIar88-GaJ8t&i@g&2>$sn!FeBb%Wvej;Lrd%-@ T4&KbGex8|h8#nW6ujT>(vnP4y delta 408 zcmdmyy(4==Fr%SyR#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb zl7+dsnWd@uWL|Zh%^Mikk)d^SKeIar88-GaJ8t&i@g&2>$sn!FeBb%Wvej;Lrd%-@ T4&KbGex8|h8#nW6ujT>(Io)y< diff --git a/master/.doctrees/python-api/generated/triton.autotune.doctree b/master/.doctrees/python-api/generated/triton.autotune.doctree index 3e769328b2dd2d838287b14ab67da4d7f4918580..dcd3f1c8f39095c9ad35ded24a7608de3374bfd1 100644 GIT binary patch delta 176 zcmeyC_bqQjIHO^HQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV jVWL?|qPeNb<_<bk}G@G^1gDQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV iVWL?|qPeNbbk}G@G^3$$R#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb il7+dsnWd@uT2i8kp^-&eib0C0siCE1Qj(#WiDjyV jVWL?|qPeNb<~qicWN4dQ&tbQD8}kenGHk5p$PxztHM}+W delta 176 zcmaE9|I&VgFQcJxR#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb jl7+dsnWd@u<~qicWN4dQ&tbQD8}kenGHk5p$Pxzt@FFsv diff --git a/master/.doctrees/python-api/generated/triton.language.arange.doctree b/master/.doctrees/python-api/generated/triton.language.arange.doctree index fa7329484a66e33f68bda35c3ffcf25c1593bac6..4eb5b588fa0bb1254f6a984e64a8dff38a7c1f05 100644 GIT binary patch delta 176 zcmaE6{LFYmDx+b3QDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV jVWL?|qPeNb=4p)o$|>- diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_add.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_add.doctree index 4690648745b130088edca0a2ff8ebb16ac751d81..aca062b83c6d50309717dd5538ae300c7706591e 100644 GIT binary patch delta 176 zcmbQ{Jk5DSH=|*GQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV jVWL?|qPeNb<~@uuOk`-|WZA_=y0*!jEdHCFxr4<3lfg6S delta 176 zcmbQ{Jk5DSH>06(R#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb jl7+dsnWd@u<~@uuOk`-|WZA_=y0*!jEdHCFxr4<3Nxm?S diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_cas.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_cas.doctree index 2b7a00deb65b0c9ad788b6e6c164459875d8f502..2da19a0fcc0db5932ad7166f13ef121e45f9a1aa 100644 GIT binary patch delta 176 zcmZ4KxYBV$H=|*GQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV lVWL?|qPeNb<~@vJOr&d@EWqWzIf$i~m2|C}1-NF40RW{8G(G?T delta 176 zcmZ4KxYBV$H>06(R#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb ll7+dsnWd@u<~@vJOr&d@EWqWzIf$i~m2|C}1-NF40RUftFysIL diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_max.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_max.doctree index 468d0938d0e6c753c9130d3ef39bd9abe3f7dc43..7fbf8185941ec3e281a46a26df04e5fb45006637 100644 GIT binary patch delta 176 zcmbQ{Jk5DSH=|*GQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV jVWL?|qPeNb<~@uuOk`-|WZA_=y0*!jEdHCFxr4<3lfg6S delta 176 zcmbQ{Jk5DSH>06(R#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb jl7+dsnWd@u<~@uuOk`-|WZA_=y0*!jEdHCFxr4<3Nxm?S diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_min.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_min.doctree index 562b8e5fd2702e9fc4f88784776a323151340612..7ba78acbb1564e574f370187791fbb16c11b6b80 100644 GIT binary patch delta 176 zcmbQ{Jk5DSH=|*GQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV jVWL?|qPeNb<~@uuOk`-|WZA_=y0*!jEdHCFxr4<3lfg6S delta 176 zcmbQ{Jk5DSH>06(R#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb jl7+dsnWd@u<~@uuOk`-|WZA_=y0*!jEdHCFxr4<3Nxm?S diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_xchg.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_xchg.doctree index 680ab77e48744e8832da2851e8a6159121c108fc..751bfedec0e8a15f760b9ec2be42e6341e08577c 100644 GIT binary patch delta 176 zcmdnwyvcb(AERM@QDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV jVWL?|qPeNb=KYKcOk`*iU^&A^y0*yzECHKixkJSO#pyI> delta 176 zcmdnwyvcb(AETjhR#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb jl7+dsnWd@u=KYKcOk`*iU^&A^y0*yzECHKixkJSOd*(3> diff --git a/master/.doctrees/python-api/generated/triton.language.broadcast_to.doctree b/master/.doctrees/python-api/generated/triton.language.broadcast_to.doctree index 210a06f9f4ee7b8e672987ed698eb497a2ca7c02..72a9221ca4e2ef7924587be0ab4a3a880597ef45 100644 GIT binary patch delta 337 zcmeA)?KfpFu$lW-P|m(O5e~V$sjGoBsnc9(ZtZmA}z%r#njZ$(lRN@ z(9Fa#)xt2*EG5z0)MWD^MoA_zwDGXyGc#IGKEN)^R+5@moL@9~9=jr=E=WKIBA`%` zuaKyams+kcrFBZ&^W6sv)ItgSU<%wCB@R*#L_6u$jHLL$iURxILX*D(K0zT z+0Z04)i}w*+}zC4)O_j)$aMy;+~LoKaCRGq0euL_xy|WU;1# juC78zMydit5N!G86I>ijIs#~-dPpuom)rc0XCf~E&evzE diff --git a/master/.doctrees/python-api/generated/triton.language.cos.doctree b/master/.doctrees/python-api/generated/triton.language.cos.doctree index 7ef13f74267b194129553642fd9ebaa6180286e5..b5d01a9abd7180eff9aa9464e87165e251a91e27 100644 GIT binary patch delta 176 zcmeyQ{z-j9JfmTLQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV jVWL?|qPeNb<_V0i$kDc%`35uTwoP8m?6LU|`!{X?O~p5W delta 176 zcmeyQ{z-j9Jfop;R#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb jl7+dsnWd@u<_V0i$kDc%`35uTwoP8m?6LU|`!{X?1Hv>W diff --git a/master/.doctrees/python-api/generated/triton.language.dot.doctree b/master/.doctrees/python-api/generated/triton.language.dot.doctree index 8a65688dde7dc4cd27f61499e84ba4a8c3638e1d..d8b58781560aafffb3e00f853954e1f13f6a57e0 100644 GIT binary patch delta 450 zcmaE3^}~v#fpu!`MwVzs!~CMkbaS)BDt$wfB!jdRljO9dL=!_Ji?kGj6jM_}OUtAr zLo*Z0R13pIvy?=0QQ~78{iNkY8l-0|A!F?L0fVWRX>gPLAW{LK50s$ZO0bs1%Zss*sjh zR9pfx?;*eNKHBd-m^8rCYCLv{z h^~I^l`FSZw_RF+RX`E6!MI(c?2de_H&1xcUoB#xalJEck delta 413 zcmexi^~Q>&fpu!)MwVzsL*uNn%wj_`WBnA%loU&I6HB8sBO?m~BLh=&<0NCtM9bvV zWJ8nGRO2KIb8|CGQ}fLe7}=Oe*EV?pr^jY~mIPMPwQgR(S;Hidl9^XfTB4v~Xk?L=Vvu5LYG`Shlw@dTVwq}T jm}r)gXl`n?1raMX^lxAdPVPIrnYHpllY?)}8oSJNClA3Cq jWMOV@W@&1^c>?1ra;E#z3Xkja1ZRTf;E#z3Xkja1ZRTfT2i8kp^-&eib0C0siCE1Qj(#WiDjyV jVWL?|qPeNb<_V0i$kDc%`6n~!woP8m?6Fyv;~O^s(Udj^ delta 176 zcmbQNF(pauV4eDJBTF=+VSZ6%y17|mmA;`#l0jOENpf0JqKToAMOunMim9ogrDal* zp_z$gs)b>qSxTb0smbOEj9fuMVnpNB^dRkp*)4eocz3Wg_4X^g@U5|vdom!6oo0RQyQn#PSMCbAOX0f4}v3`nWN{XeqiKS7Rk&%Ugk%6hXagwoRqGfVw zvY|<8s&SHqxw)C8srlv!j9j1 diff --git a/master/.doctrees/python-api/generated/triton.language.maximum.doctree b/master/.doctrees/python-api/generated/triton.language.maximum.doctree index 983b40b14130a9eb21978f6c06ebee9ce193f754..e4ccfc22dcef4c646d84a51330ae60d1336e4198 100644 GIT binary patch delta 345 zcmaE7_{ET=fpzN3jV#HGhWSO6>E>pMRr-b|Nd{>tCdp|@i6(|d7HKI4DW;}|mX=9L zhGr&~sTPKbW+{p0rY4(bF#aY(+hkcz_s!fa4_U~tQI@lekx_l}6fQ-!lGME7{G!df zxY(I2#Y!?#71A<`ic1tS^9o8!6d;mQTBkHlshy&c!Pv)x5<}Kwt a$Y?DNGOsu_IX^E2mw~vHY@W~W&j|nxsdR+^ delta 347 zcmexj_|A}}fpzNRjV#HGhQ?WCnZ<@?#`-CiDJhobCYDBNMn)C}Mh2$l#!1GOiI&N! z$%ZDWsm4hb=H_OWrskVxF#aY(+hkcz_s!fa4_U~tQI@lekx^~(6fQ;9q@4WZ?9IEm z*qO{lOEOXw(lU#ROB6Em3Q9{9z;aVsr!-EfouZM!+Jjxeit( gXeS0TtT;6}KQ9G`X}DBmNN3ee;x*iSn_rR>044-*o&W#< diff --git a/master/.doctrees/python-api/generated/triton.language.min.doctree b/master/.doctrees/python-api/generated/triton.language.min.doctree index dec63115cd13b9f2575d44ea709b0e2418a866d1..57d51cf94d8bc8d3f4fa252737a8c50a183264fb 100644 GIT binary patch delta 266 zcmZqE>(pauV4eDJBTF=+VSZ6%y17|mmA;`#l0jOENpf0JqKToAMOunMim9ogrDal* zp_z$gs)b>qSxTb0smbOEj9fuMVnpNB^dRkp*)4eocz3Wg_4X^g@U5|vdom!6oo0RQyQn#PSMCbAOX0f4}v3`nWN{XeqiKS7Rk&%Ugk%6hXagwoRqGfVw zvY|<8s&SHqxw)C8srlv!j9j1 diff --git a/master/.doctrees/python-api/generated/triton.language.minimum.doctree b/master/.doctrees/python-api/generated/triton.language.minimum.doctree index 8bb5a5fba799f0d58971681a27495621e0130f6d..72602e89cd7dad235102c71600c2a18645b5a8bf 100644 GIT binary patch delta 345 zcmaE7_{ET=fpzN3jV#HGhWSO6>E>pMRr-b|Nd{>tCdp|@i6(|d7HKI4DW;}|mX=9L zhGr&~sTPKbW+{p0rY4(bF#aY(+hkcz_s!fa4_U~tQI@lekx_l}6fQ-!lGME7{G!df zxY(I2#Y!?#71A<`ic1tS^9o8!6d;mQTBkHlshy&c!Pv)x5<}Kwt a$Y?DNGOsu_IX^E2mw~vHY@W~W&j|nxsdR+^ delta 347 zcmexj_|A}}fpzNRjV#HGhQ?WCnZ<@?#`-CiDJhobCYDBNMn)C}Mh2$l#!1GOiI&N! z$%ZDWsm4hb=H_OWrskVxF#aY(+hkcz_s!fa4_U~tQI@lekx^~(6fQ;9q@4WZ?9IEm z*qO{lOEOXw(lU#ROB6Em3Q9{9z;aVsr!-EfouZM!+Jjxeit( gXeS0TtT;6}KQ9G`X}DBmNN3ee;x*iSn_rR>044-*o&W#< 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 ec05b5680cb8770451d213a8ffb2b1c2f1982da2..e58ab59fbe60800525c71e775827ffa39d01bd5f 100644 GIT binary patch delta 175 zcmbQBIze?qAERM@QDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV iVWL?|qPeNbqRMo0v&1TWLz5(fv=o!%w4_86LnDi{6oV8~Q$tJ3q$EQ#6U$T! l!$h-`L~~P<&4(BTnMl_*c{fMk=1>+>7SgqD-p%od2LP2|H9i0U delta 176 zcmbQMJy(0fL`Fm7tg_5vLo;Lj6w8zpOLG%TqckHU3j-qqQ*+}aW6MO# lBnxwMGfPwR&4(BTnMl_*c{fMk=1>+>7SgqD-p%od2LMmiG2{RM 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 3813a4aff3fbe5b8649896b6724a8eed793fb57a..9ec57f95a3031557638b8d1758298e6a6a249956 100644 GIT binary patch delta 176 zcmeyX^;c^{H=|*GQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV lVWL?|qPeNb<~@v@Or&d@ypY3xvnz`>3+Y-nFXXtx0|5V^HIe`T delta 176 zcmeyX^;c^{H>06(R#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb ll7+dsnWd@u<~@v@Or&d@ypY3xvnz`>3+Y-nFXXtx0|2@eGB^ML diff --git a/master/.doctrees/python-api/generated/triton.language.rand.doctree b/master/.doctrees/python-api/generated/triton.language.rand.doctree index 3cbd1e6ccff0acda65f38ed75408f9c89e9c7fbb..35d7cf58b8806b39a34378ab4132a8b98af9c994 100644 GIT binary patch delta 176 zcmX?YdD?PABBNn`QDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV kVWL?|qPeNb=1GidOk`+#$$XlNbZwJgGP`Zo=3l@I0Op)E?f?J) delta 176 zcmX?YdD?PABBP;kR#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb kl7+dsnWd@u=1GidOk`+#$$XlNbZwJgGP`Zo=3l@I0GydJlmGw# diff --git a/master/.doctrees/python-api/generated/triton.language.randint.doctree b/master/.doctrees/python-api/generated/triton.language.randint.doctree index b264b4eb7748133d90af49839d7389469b8b6fdb..3b66880edae6c6a64c34d21b358886c678ccdef7 100644 GIT binary patch delta 176 zcmca$cfoE$I-_BJQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV lVWL?|qPeNb<{6AeOr&d@+{ov-*@cCNi*&7<8~M%)006lPG~@sP delta 176 zcmca$cfoE$I-{X+R#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb ll7+dsnWd@u<{6AeOr&d@+{ov-*@cCNi*&7<8~M%)0047;F^T{H diff --git a/master/.doctrees/python-api/generated/triton.language.randint4x.doctree b/master/.doctrees/python-api/generated/triton.language.randint4x.doctree index 441ec42b11745a7ee1e4212a3f832bb9c04b9ef5..3b35387a1a875314c70e7f535e1226ebdf00fa45 100644 GIT binary patch delta 176 zcmdmJz0rC@HltyFQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV kVWL?|qPeNb<~fX3Or&d@+{Nd;If#Xwi*&7T2i8kp^-&eib0C0siCE1Qj(#WiDjyV kVWL?|qPeNb<|&L?Ok`+#&-{jqbZwL0GrMmN=3m4M04`cKq5uE@ delta 176 zcmexr`PFhmGNYk!R#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb kl7+dsnWd@u<|&L?Ok`+#&-{jqbZwL0GrMmN=3m4M0OUwBNB{r; diff --git a/master/.doctrees/python-api/generated/triton.language.ravel.doctree b/master/.doctrees/python-api/generated/triton.language.ravel.doctree index 574624fd6bfc0271bfc22a401178f754e4c14ad2..dea11933577b3e00321fe13c18a9de47f2189498 100644 GIT binary patch delta 250 zcmeyX-k`zKz&iEoMwWO+!~CMkbaS)BDt$wfB!jdRljO9dL=!_Ji?kGj6jM_}OUtAr zLo*Z0R13pIvy?=0QihX`RwIrFM!&25S$x)Mi=k#~c8teoVpu diff --git a/master/.doctrees/python-api/generated/triton.language.reshape.doctree b/master/.doctrees/python-api/generated/triton.language.reshape.doctree index 591f75aa0d46a82e76c9febc9418ec38d3e05396..e6cd64dff6f5d4a2acb8d78533c8e494eae207ea 100644 GIT binary patch delta 300 zcmZoS=rLezV4cb+v5_^2(J;TLGTq!Pu}a_2B*`Ex#Uwc`Dbd8x$RaJpAjQVHLp0oXtF=M1gby> zdpPNaZx-MvVw94~%qu7@QP9;@2+2rQfN-GJ%;wysCx|YpH>Gt-y*YRwNo@QSbH$#GNdzp OPrl2iyLl&9FfRZ;^Ib^* diff --git a/master/.doctrees/python-api/generated/triton.language.sigmoid.doctree b/master/.doctrees/python-api/generated/triton.language.sigmoid.doctree index 8d1272a3ba1ccdd258f8362bfaed91ea26359c39..15bf1a627179911f5ebc9a58f0f6f9b37795a8bc 100644 GIT binary patch delta 176 zcmbQFF-c=XI-_BJQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV jVWL?|qPeNb<{6AX$kBF?`5rUrwoN|B?7mr?<2N?|-z_#W delta 176 zcmbQFF-c=XI-{X+R#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb jl7+dsnWd@u<{6AX$kBF?`5rUrwoN|B?7mr?<2N?|l`1mW diff --git a/master/.doctrees/python-api/generated/triton.language.sin.doctree b/master/.doctrees/python-api/generated/triton.language.sin.doctree index e4305d99c814e056b0e4961c84150c11209340ab..b1faad4abb3f305675abfdea4c888a6d78bbb44a 100644 GIT binary patch delta 176 zcmaE({ziR6JfmTLQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV jVWL?|qPeNb<_V0i$j~-<9lOWo&&*xSWZ1Zl-HrzURX{dy delta 176 zcmaE({ziR6Jfop;R#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb jl7+dsnWd@u<_V0i$j~-<9lOWo&&*xSWZ1Zl-HrzU54AHE diff --git a/master/.doctrees/python-api/generated/triton.language.softmax.doctree b/master/.doctrees/python-api/generated/triton.language.softmax.doctree index f275dd969e323237eb50182e2766dd74a70dc926..59a86d78ef0962dc099e32cdf63f2343660b3535 100644 GIT binary patch delta 1212 zcmbVLPe>F|7?!Eqr9(srk>R0;x(9*LF?!EkD}@q0%s1cP-|v0j``$v}mI$W7 zo!RO~KxRZeolQo%q=^nOBzGp_p;$teLgJzBM7%Q|4vW#KEQ?*CDC`!cuDBElhjMor zKht~6&=cmklxfKX1QkL!lGZIPu4>61!Az^Bt_8;=Eon(f7>wy@Dm24{nN(Wn6Y!hj zl^yWDF9A%bdnbHfU9ZIOwomyITxze3LnAg~sL7F(rNvB3GF4r3u+uu@Ogb$Ju$dl5 z;f5WhifA~&HjJhmNogdGX7aTRJC@R>JW%|~ZA+#(f-~zBN)@)?zWf_(@Bc@)#)Kbw z8pJAltJIA&&+$=j@C28J2{W65jtydCl3_Tun|h>l5}MAIh_*YG?ZHpDno6E1d4M6> z-c!=YV_eQ2+_kwue3(7Xe8v~qrs_}sm;t`W9$|jq59}%adp-r?nbJL2<9IyC%@r$4 z_#?LpP$N@Rgx~Tf0qUTd-+iDQwG&P8uZ1j`met{@GSFLVPj;B&Df(@Dx$&ZV0HAtG zvFg6zI!BdhQ0paqqBD8ALA+QR0BAoAy({epC_**CQ_Wn!eO>{d_texOKk?Zc=Y-UJ zJ;XOXH9RB+S&3)(h3Bm68bw&AxtdR#B4GXM(%)Bvu9FbT5HW|cRHZCvf{68dKm}NG z5v?0H?N0;oZQi$!na6FuCSjhKHmA#IZQamoYV!0c73`euTPS9J<|-=gmo%@CC|V}Mu-%$8 Y4rz`-o)@BlAwv{ArR0nA(@Js^D>N!}6f#p&Q{#*BOY>4P^U`f6zh}BZ zx~Y=|dE6)4v+NTR!!*#4^(4PAnkCw7<&)bvEGOS%6P|pTLzr>N$N+TL8i&2Mo{)-b@(}Cnxf>Gm1=J%PY@QnxT~?#K^#qA)UoPS%g=I zDdXv6S6(lsjGvPmS;d*Mbb+d@tTOKOa1>NpL0squ(xVO0qYk7>lQP75m=rXov`%T9 zQaeQ>gEfNXk?L=Vvu5LYG`Shlw@dTVwq}T jm}r)gXl`nZId@Ldu|rx_`wYT%X2mR delta 176 zcmeCx=+)Se$Y^MsRhC(7XlAURVwsX+X>MX^lxAdPVPIrnYHpllY?)}8oSJNClA3Cq jWMOV@W@&1^c@pD0aZId@Ldu|rx_`wYTfp9XR diff --git a/master/.doctrees/python-api/generated/triton.language.store.doctree b/master/.doctrees/python-api/generated/triton.language.store.doctree index d99c5ca9e5d330266a4d53c29d7fb6407c578875..865c218ba548a5057b27e5172cf6ba68a4614f11 100644 GIT binary patch delta 324 zcmX@*bHRtDfpx0uMwWO+!~CMkbaS)BDt$wfB!jdRljO9dL=!_Ji?kGj6jM_}OUtAr zLo*Z0R13pIvy?=0Q!UYmb#ALNiW0b8b^;RLcwQ$bf(AtWOe dYSn8onav+X_A_!RBgA%#sUmSVzZOg72LR#AWd#5L diff --git a/master/.doctrees/python-api/generated/triton.language.sum.doctree b/master/.doctrees/python-api/generated/triton.language.sum.doctree index 0c7a140e1e5548dcf5cf0511713dacdfdc271b21..8dd1e85ec7288f0632956d5a8ea2df9c5d748ae9 100644 GIT binary patch delta 238 zcmeyR`&XBxfpzMqjV#fOhWSO6>E>pMRr-b|Nd{>tCdp|@i6(|d7HKI4DW;}|mX=9L zhGr&~sTPKbW+{p0rY4&wFn%FN+g9cPX2$5rbJ^7=>$3B)m89ks=ND~uU>9KIkXC^3 eCOfc;OwQ)uMirRIv4C_}PTtDwv3V6|051T|PDug) delta 231 zcmeyX`%9OlfpzNpjV#fOhQ?WCnZ<@?#`-CiDJhobCYDBNMn)C}Mh2$l#!1GOiI&N! z$%ZDWsm4hb=H_OWrskU`Fn%FN+g9cPX2z(=^VroV>$3B)CgtQOXK!|77hq(UQUG%% YJF<&R&gI}n;ZNaMK!y`jIcM+!0N><7XaE2J diff --git a/master/.doctrees/python-api/generated/triton.language.where.doctree b/master/.doctrees/python-api/generated/triton.language.where.doctree index b3b81797fe7979abe859af884d3690d27b4c8364..d6fef1e440609e8e38515f6cd39a96669ccd7c0e 100644 GIT binary patch delta 256 zcmZqiZTDqqV4YgCktLqdFu$lW-P|m(O5e~V$sjGoBsnc9(ZtZmA}z%r#njZ$(lRN@ z(9Fa#)xt2*EG5z0)MW7#MkdmAOh($ delta 260 zcmZqoZSiGkV4YgIktLqd&^W6sv)ItgSU<%wCB@R*#L_6u$jHLL$iURxILX*D(K0zT z+0Z04)i}w*+}zC4)O_(2MkdmAO>$Wrix|UC; diff --git a/master/.doctrees/python-api/generated/triton.language.zeros.doctree b/master/.doctrees/python-api/generated/triton.language.zeros.doctree index 8714bbcf4dadc754071a43700ff9f0ba808ff8e8..db39c8bdff65da0c6c956b1e1c76cc490e2f0e2f 100644 GIT binary patch delta 259 zcmbPgI>VHufpu!{MwWO+!~CMkbaS)BDt$wfB!jdRljO9dL=!_Ji?kGj6jM_}OUtAr zLo*Z0R13pIvy?=0QgS7`ke)Apn>14QL^AgUF0szoJQ{?~v delta 260 zcmbPXI@Oe=fpu!vMwWO+L*uNn%wj_`WBnA%loU&I6HB8sBO?m~BLh=&<0NCtM9bvV zWJ8nGRO2KIb8|CGQ}fMJ82^%?ZSrzXugyFx0?Y!jL8&FBMR~;vi3&+M`N`Rn@3ZSo mj%L>su*HE>pMRr-b|Nd{>tCdp|@i6(|d7HKI4DW;}|mX=9LhGr&~ zsTPKbW+{p0rY4gWQq4DCWK?7#L#vLq{pKW=1Yt6@8cDE`XRG(-EmH0Rq}#e#N4wjU WbZx*O^4@HmxQCf^t(z56CAk5bq6Qf~%QDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV lVWL?|qPeNb=FNa~aEj9@4dLUM9#V0{}1SHT3`h delta 176 zcmdlIy(M}>6QiMVR#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb ll7+dsnWd@u=FNa~aEj9@4dLUM9#V0|4qzGMfMZ 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 a7b1f670541e2e6bcb18a5817d4a0f57bf76bb43..b0905f553a82dcb4ebbba2ad6f723423da8df48c 100644 GIT binary patch delta 176 zcmaE?^H^s?H=|*GQDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV lVWL?|qPeNb<~@u&Or&d@Y{lua*_P!D3+Y-nTXAag0s!N2G<5&~ delta 176 zcmaE?^H^s?H>06(R#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb ll7+dsnWd@u<~@u&Or&d@Y{lua*_P!D3+Y-nTXAag0sx)nF&h8? diff --git a/master/.doctrees/python-api/triton.doctree b/master/.doctrees/python-api/triton.doctree index 3661712c415c674389d2f9ec8c0a99f64b1984a6..7c643b2a752d8692bb24a80e6c8c17338dc1dd5e 100644 GIT binary patch delta 533 zcmexq^V4R7E2Ck4QDwThSz?vGp-GZKT8c?>T2i8kp^-&eib0C0siCE1Qj(#WiDjyV zVWL?|qPeNbj`;UO*UWS d*+GWZ&HMQllc5b5FD9Fh3#=wr>vf?;+yH~nq*(v} delta 533 zcmexq^V4R7E2E)tR#|4Tp_#FMie*ZQrMZcvQJRsFg@KWQskw2Iv1OuVa%!@nNouNb zl7+dsnWd@uj`;UO*UWS d*+GWZ&HMQllc5b5FD9Fh3#=wr>vf?;+yJT1no9rx diff --git a/master/.doctrees/python-api/triton.language.doctree b/master/.doctrees/python-api/triton.language.doctree index aa9699b65cd0a0c4b7320e02d129d0039e72d20e..5039c01114b71fa1fb27814b17fe3a67a90b5e2e 100644 GIT binary patch delta 4930 zcmbtXZD>R|SLgz1Gf94nr*fSMNzbk2-wl*a?uCLJVi;1z_u|;i}(Uj*nuAf6|tRvpk z8_;U3P?`$Hs>zS|v$2=foZCzdbQp`2B|kSCnX>7Db7oy~;5YLqNfNPVz*iru@saPH_x=8ygbAPfdJa2nTcd*mnRb0I#=<`>5whLQ({2s*vifUHFqNYL^ zTYfCNd3x~fB~5aGT}kC%zv?kTpXh1`QIsW>jg~beyOdMg8}qUV`y@Ny_mAb#lZ%H|%* zIqDDa*yp`UkO9c4mwh)0sn{R*kB}Be{I`vSIPuj>Dq`u^6vQ~$Pl6|?sP2vtYHFy9 zyr19nkOrwNg$Fx^sf2&sNk+{H7gAh7z82RXE|ABSIzt*)aJsizF$Xci!C$?O>0dvN z*pzuCM(h;ZNC0wR-XCUK!F8Z?AeuLYFc(Uq3!w3U0ltiK();mjy<+)dWG-wP&?E;+ z4xS}g;UovNA0i1lksg!i^U+lLZ;~0NP~LciNEz229is?K>G=1{qzopD~kkFAGDo+Rb$}kmKY8!`t zT=*az^p1;ZpFQe~Kb800FcPEH?v%Y0OYeP8 z&^v1HhX`qsP;2q+D6!UBEPJ?uiaIeyn$9xe>_?+iRQ@UH|Avg(_S~IK92usGgr;rd MCy1g%(}bJ-AH97a-5gtj(%ySXS=ow|Kbcme zBi1eJR_ZC4%K|ePV_fEf`Ic=D(}^rBKA72z%?G3WF+TWY;*&2<@4sRlJe}`8-TU2p z&hK~5ch2v8cluY&U#pseceRtpzAOkZ4X&f3{jr87S3U3Ld9SC@>+Ewnn^`C8_P9bW zZ_vvLTtlNExI)byPm|Z}flglyxx$oSOtVw9#GuJ)5U8Rl7&Jy$?kgZ2dfgM0F6IjF zAOl!q@n`XmS_F$upAD*wR%QnL#@Dr>fhZRN)?7yxjb2Ppin}r~FIw`}Qxmiq%^~Si1@C)WjJd_-#+Cj(MAvc~*Kh%K=-4qhjpGg)vKB zfbx6w`&HWlIxG_@--aq*X`5JkhGF3!ySeHyqOovrP^im<^*xzzc~bsFNU8m`e%Sv)7wB55 z)LL}3*fE;u?`Va&w)mF8b<7!i6^#c;Ijg>#oH;O7@7^_}Y4o4a1kyWa;jyXTO^126r6(K#vR z^vkW7s*+5f-?xZBCH{`RIz*gOx33-&brysV!J-5t3^gTCV!6*?ciK!YB6<0g%HI(C)D{EHFv7?#Rr zX>5iD{f`q==+<}zMpdMPc<&kIWc4>(Kj~8s3De^yC>?Lkd*a6%)%i9(?#3vL0%d|7 zi8xf73*l~}L3Q{jp=0!w>Qs30RQ1}u>l8sKr3yq2o<`NOVxEyX_9dSIOR`i=!=r=; zBFTGe^zy0ppQWLC<{Sl86I`8$Ge=+|z3qQw?T|`8*oZ8F4-aF`LD?y7 zA0?f%E*#fUA}FT2i8kp^-&eib0C0siCE1Qj(#WiDjyV zVWL?|qPeNbd!_)XTk<_V^&uDOANaq{77c6_LzIGO*tu>w#} h$o`;>&hyk67(iGI91##=Nn_gj$w}8W*etGt1OPa0mP7ym delta 168 zcmZ3vk$J*;X5IjAW)=|!5O8Kr-pD)InHflLUhKR2z}YTM>_Q*SX(ZsbVc95btwadYS#H|EV7=kModZe~i}T)h6G wI>@-m?$#vnbD<8DYZ`L3H>eM5sy{u;r|Qo$Pv%QxSB9xitbnM8nWq3W3#xkZ^yXu_2*VU?6-x4pk~8$G zQj7A7H4JqWQc5ZdQf(oEnRz8-M73egBU1h5*cK~h5rj1e|81Vy&d0@U!PK#N z*~DqG%)mgKY`@+O6jqZv);ojgbL*|qf^4$*1_O|u$zB_znbuC4oW4Po&1C~9&;cH7 Bh+F^w delta 159 zcmZ4Xm}$~OCf)#VW)=|!5NKvf-pCte&FsvaygAESSQ5-=2>GDS_lPk$gx{xiGpi^A z1FPufx|(fFlf&v~ZO_mvG+T`F3ZXiP@ m&)MJ%rXOvvMl)-&_C^Dcp2=|=rI}_ Tuple[int]\n # In this case, we use a 1D grid where the size is the number of blocks\n grid = lambda meta: (triton.cdiv(n_elements, meta['BLOCK_SIZE']),)\n # NOTE:\n # - each torch.tensor object is implicitly converted into a pointer to its first element.\n # - `triton.jit`'ed functions can be index with a launch grid to obtain a callable GPU kernel\n # - don't forget to pass meta-parameters as keywords arguments\n add_kernel[grid](x, y, output, n_elements, BLOCK_SIZE=1024)\n # We return a handle to z but, since `torch.cuda.synchronize()` hasn't been called, the kernel is still\n # running asynchronously at this point.\n return output" + "def add(x: torch.Tensor, y: torch.Tensor):\n time_start = torch.zeros(1, dtype=torch.int64, device='cuda')\n time_end = torch.zeros(1, dtype=torch.int64, device='cuda')\n # We need to preallocate the output\n output = torch.empty_like(x)\n assert x.is_cuda and y.is_cuda and output.is_cuda\n n_elements = output.numel()\n # The SPMD launch grid denotes the number of kernel instances that run in parallel.\n # It is analogous to CUDA launch grids. It can be either Tuple[int], or Callable(metaparameters) -> Tuple[int]\n # In this case, we use a 1D grid where the size is the number of blocks\n grid = lambda meta: (triton.cdiv(n_elements, meta['BLOCK_SIZE']),)\n # NOTE:\n # - each torch.tensor object is implicitly converted into a pointer to its first element.\n # - `triton.jit`'ed functions can be index with a launch grid to obtain a callable GPU kernel\n # - don't forget to pass meta-parameters as keywords arguments\n add_kernel[grid](x, y, output, n_elements, time_start, time_end, BLOCK_SIZE=1024)\n # We return a handle to z but, since `torch.cuda.synchronize()` hasn't been called, the kernel is still\n # running asynchronously at this point.\n return output" ] }, { diff --git a/master/_images/sphx_glr_01-vector-add_001.png b/master/_images/sphx_glr_01-vector-add_001.png index 8ac13e12621910c4706ca2e027ee7bcd3e6f2764..8ff42448f895b3cbecb709cd53ff8e7e244f7ec0 100644 GIT binary patch literal 30005 zcmeFZbyQVh_b$2tX#o)=lu%GY8l{U7oAV zHf?Pf_PQ~Oy}2$Ewaavy0gqwU@B3^%0fmJ(!*_3qWEPoAU$5k@Yfx608*t>}vB)$M z2(VwmyibsHV7Q1z3(0e1K8jRmtBhZYWEMP_Y!$AronLq!ZKO`Y0AI5_mCNOr|9;XT z@J9Zndw}soT3WiHo(1LS>+9=6g?*0{zDN>LEb!{A9yv+|UKag~`5j*M^?8aShgY|_ z|L>dsPZ(?~dxhYR;p3DLkCT1U%a`AF8fUC5!#1?o=Cb?O)!n~*`SRxWc1JNccI~rV z>nZWzkdT$~tFUi&m-kmkq?DDFwbc?Iv!LSMe*Jo>_7t0dh$w4r6uH0_3k%D2Vd1jl zgHmQ?lqj}OxrdaL)D>j2uTm+|RWC%+PW^Kah5w&>e8I>x3Nw1DqVl1BCUqtK&TXd( zT5D_TK)RY6aNB%xl=)K`8SImTjg+LMr0k4d7Hk}x%k=btIXTwaYH;-=$)~8yTd*YU z3MajiF}a5iYlnu^vQ#+r)hVuAxngKyQeZyBsZnh4H;>R2JTm4YcCCi;)2DCx{@xT8 zj;yV%Ezf?ONOtLxcVHk%h4aSGgak}4uk-TkU|-*d?|vAEX#5OI8%>nZBqa?BNu2ur zZxP_*k6Sa<3;y({J=0c`0*8L=jrsj~!H9*|VFbVVAZd3buMvUyP<9sDvm=5>%dYj- zdPX7GDTZ4SGsp~9lOyi=H#t0l#{fsfX*E@xl7>dh!$O^c*yr8!^z_vwWMSxMsBdPr zwzdP!dU|@p7RAfRcx;37aJ6$5<9tRT^Q`NBp8EOTdXRjw+=7_3~m)VRvqZ;|T zMX_imU%E|{JI1)Jmmz;OW>xWpL$ml26;;dTOuc%(p`4=&4WIEvS69~<$3b;=oyrJ5 zKY|AVG_AeK@>^S5wmb3f;bB>P`XtK|WAfAUmt|cCHmc7%_aw?yJtm$u`3f*n4I01D zuBm(=i_!Ciop4!S@lWkNn}N&k`+h1K{7#U$V?7z;>x(y-qpRy-+4haq{rv2JoSb~K z|CtiTC2DFpTU(xYI7A7~8W%7#;fB#UjU)Wk-K?EI3e$Hb zxEi_264^&KMjBo*3R2PUG6^@d&z-+c++H*m`g){tv*2XL{Gf4Y-9P@oI)EhhV7q>C zw|;T+T{FuWh@kmhPgEaC2s^p$Askl)|`{^NXV`oo^~D z=T@R_e-fPuXK0oLm%zkQG}qGpwsKoC+w763-&EipoDQMbE)6y%>7;5F7Ov}J60sAm z6>{xLj2v8F;HQyixhZ#dV_&gpe^GTnG5Vs!`TA2Wcl{hb zmOnN&ghXQQG<2Saq|~m5<{?a%Xf5NG<_zd2CtsFSSdEv{L}Pw0eO_SP=>n%{B+mf% z>C>n0KYZXZ>t`|UifR4xJ28^qoML2TL?MFvO-6QkdijZ(bkdKz{jZ%1Wi@oJo)8?+ zs;y}ITI1RNvTeX_4!RV4@BTx~6q%R@X41FQX3}ncU?QC+^DY_MI$w4Yx-NFsVso(5 zoomnhEtK}8Oh@MuC2ni$*RL<{kNr?Bn-Wh*RE#*W{8}(ZB2j2=a+ZW*;pBH(eF2AE z3H+Aj_U&{XoW-+)siopEt3S&RFfB*B-v$K`dk6)tEpJkGY*V-l;qhifpoVA+`u4}k;ihl0= zs|hhz)IH^gm%(-yPH@OpuW5<7&Pu=2QKfL-ZVkF&ePGqs>&z}L&X1+j_p>LH`i`~L zeVtc-X1*@5Vr&F@dbtr4A+^w{lB6rfic^-s9#@8Xl|8@2(y7+mYuFR**@~WQIg#0S zbBg9V4@GCtGlwom(*_4OT9|#W$6r6KJTqhW+CJfN@%mXvE@1VZ-~8pC+2Qeu!PLrz zHRj}xuS1!U_^&xMqrOvKCGhn8DX)3~sj?d03C9F1TTKjzs1+D>hh3f9TNMyl(;xlK zT1=)rSJBJ)lU7n(^6>S^<#{scTx**zU!8d+H!h`+6q7ZeXGY7SrVs=Os-!2jB52p zO^&PBbyT_22fpt2_FZr2#5z_r9Vh%USi$fQ6YVM|$|uOm``{|H1|pYf$rZmUUBVE@ zxZr|IbI|ZvBFi63{QT60aB8uW-(+FbqUR^k?y9NAQI}|6M;j6GpoWWb1!B>pUn2ck z6~;?f(G@#2vTK8DLBsDR<*J1F{wf65hh$*IL+Feq>>JG1_Q9GOE&3X*x%1jx)M3M_ z+^Ji*`SV{wBK|Bd0*_fv#CpBcFTxsqDkSDZH*|!}O006Nxy8ubdf^#O1jVAA6h}#y zDgA0nB*dNK4Nm(*Lc(!Z25E^sB!*&y6rNmi_^W?^O5G$DDkBgU=_u<2bFQKYI zN|1rh!!RQr`$dH~msxzsq<{KSNCHK-@u1kqL<_?g5|B!!Jg;$aaeXAAhx3Vce*5m- z%5w52-N)BIikDOh{ zqTJPsO?c!&6{q%h=Z*T4@sIB#DDG|G9F3`7ExR1)Qe&ZYDyiK8~zj=3^#84u+q_@JuZ;! z;WOzn9L!W-Py6ial9}Mg5O;R09_CdZvq3_m!<_7P-OYp9ISv$^ogApq*X;JngMYn)!smIs$nWf}wzfy^cZOx81NxM3z4RLguZZpq zJR|=`iMsTMtfh7li+a*YD0cR4(B-iEsk&?H6XllII^s!kD(ze>bp0u~^)Fncd4;KK zu{sl3!9eu%oyGS!0n4k5vH|nEeM-&E%|2bRB7C;9(ht5|#lH980S+oJFONTt^4c{` z4-QyFL`1~Zp{lB?PoF<$Rxcg2wYRgfu%vFiQkb2cO{f2FZN6ckum1v8E+;2j*WX~_ zQVCd4y?OJd&|)OGWb$=;R*t6hazLNm_PWxB-Ao&yX;I}Buk-m0Sozn>QFR;>Rx=;u zbzeT1qSoq}#T*qd)ij^!&Yylq^0F4ymvu7h&vfdze(_+6q+1MkNEze}27GIBa^qg-XBX*2BTi4<1uRFO&zW?`iA8@Pq};B>BFVKF;RWM2u1{2ekwug5 z`ae7i)eYdlMlc$$xqO9~WR{V39Z7lvC;VqtwR&j1?AFA>-@X~6Vu^O&zp$~XFe~q`-4C_ zMJ+8FRAgjiLvyp51Q#D)$m7_%7(a{H*w`|fy0g;L8JL+c}PlP zw6?Z3Yi|U%U4FY%;q}q>_b$U*_jix~ny_mW`ldZgQ9Y03f~Eo5mpq5R%Bq}B;KRzm0c|kxp^NG2m zA)xS%eb*2r4#~$F^g!V@twy;Fqk0mL*;kC*q@)WuQ;IqHV{1aOk5S6co_+H7H&`1j z8hDfQ{ku1E3Zt#7sl6ww+(N>`o0sCf9uH+}V;q7%+1!oYT^-p;T{u2Enpt|2;Y2}B zj=%%QyMLd}xyOrpKrxbI9&@r5(FTp&{@R%AIr{8;b1B}oiF%+}Qd08$$B%TRT{1~C zc0#n3JAESTCl1u+PT6VV@mJ&8as}$CoQ}CME3sIzS(qBQ-Y50kWH@EiDi^_xu$mNe z>-aqBh3@NE$L0$%80IEB)hN0vS|&wyH;KpmD~1hpX&td5;orWIj~1CXhwFN_2H%n| z-5)i_;EQ&gZTQp?$>#$hN0kdJ7_xKZNUk>{YfGXTssE z8NX1|{~V75_k1+=1-r5}_-84cfc3H^I;*k;iv0Y1$gtB8;tiWVQx6=ByDr6&Q&QSP zM*0dHqiz!02%$x-3g>!lTPPc~gr_J(%^V%P;~zeB=|!){EQ&Q&x>6N?{P=P6=FMEw zKBnXSHBAps=*xHi{GN;GCd9}8p9nRCot~?iit`cdUmS!`c z!gSi$9BrjjF<~U*e+LhWhL7*x=fW8Xv> zx!4gI<1}jOu-yMCCGNFfPW5s6>z^BW9Z~%L(N^W3A|j}8Naz&w^lreu>DRr-w@NSb zEtLu_@GEhuY|K{*&l9)w*gK*iFJ; zy)%m3I|guz!cs{TBU+HYdNPgdGqpjv8zW=qs0Tw_x+Km$+Zs*ls!#|~OiFPIs;U&0 zW5o+uC6nnqSck8Wc%iONO(K4H{n<~28+Y$Ukup9gO&esGCGPe-V?W5O@Yy|es9kM$ zb7~vW8eHe?dMtcR!kW*iyfFXU>9+e@k9VfD6H%$&EUP*xle?-mh?}ha2e?^ta>DSt1P+faM;6_Fo2O$DElsXoL}3c;Tn3+ zvn!BhGAEp0J;(_R9LX{`btzEMeCS(j98!<|b5N4&N3BjrBy>~ zfEhg3En)Ys%on{)bL9@c*?lna4bK~#tQDzv)hEPpuL*SAi1G_MkG@|oUF9uZ6L>YD z;m_|+%lY zcC?7wm3MW_q)S#dddp+3NmBW;%SuUf3w^HypvJ;CxGcQh@K^`@s?(Q_ChZV+cG`>b zxDr5M*KW5}aPpfWADc&#=WtlNAlOdj%IXARw*-m(QWQSDtu43dWi9(J>NQH{2cKx@ zk-}Nnipz6{L9ND?|8aY3a*A%7$I^sPr*Zv^!&kL1pL)AX^fXHDHkI<>Rkt}mYFE5$ zz1+7(*pui(eGneCoUbn}`Vm>(DQkOvdc7{V=Z~z9yi1kBE+dsJIk%Zp?)bpQUzQ?+ zRXUGw(uEm0tsbJ?N|)${bAQFq^Apf{Qi(d8R=2P|LuDF88EU)jny}5%g$6v*LGK%7 zd#q?c?~G*mb$S~KKs{ux$dId%_pw(}fBNx>bD}XZz3ubX$?mfVaavFG$mg|+4RJoS zlH0Cdj3~gJcCXwDf`fzSCNC>KR*?HNqBnh@+4{+M1un5OdXQsVKPLEOCiT0QnHNQD z4W2cZ^>+Jqn!|HDjRw;OpN0yDjmhB4!&TQ*b3UpUbj)@I1#QlUa66=iIgkpg5O^0g zSe1~`(LILqf`aOWb82|}nL3mVa`@`%>hFDg42I|)GjN)yQ{c*zY!3#MP@Q+Vw9zia z^zG7w>Ex2b?TEu@8rF?cR2c`rnGiTW$ zKMQfp-U+vy!!bUeJUf{Q*M0d{830pzbRFSLq)CS|7sKpTSVxO-0bq_w3JMn?DL87! zK4@%imgVqbDEgk1|Gu#Dj`-vWPl%e*&(iz|EBpx;mzH`LH`fsD7{&Kq7t%=6IAa$y zHO$K0omag_3TE25I)gc%{fyx8@=U3=1(U&ply8rs8k>n5C~9()}6ZO}+?I5u^UKAs^v z1sIjt8JfqqfbImv#dlTLc_`?JMULldjq;l|lTk{%nJ`8i57Mb}-7_tLzJn*>8*yUB zCV^%4KQb>WD^Gu*{O)YcvC6KjiFCK3FHDVCD|VbiRKCgR$=o2DjJ@Y1Cyu`{n5 z*U-L*{3ikxePk*(6cOZ>P-_y;U*Lvuyvrlvk(5-LL`5o$gPbOk&}UIn06aBb zX?!lkR%$!&#gM|J7Y?M7?)Dvk`=6>v`nOOt;53$7+nXmdfRYpNpweo!u>NT)-?8+ zD8ZZ?07Qa~;>sH=3a`yyliu-Ne1BYKoKv)I$2Vww?m1lC`M%~Y=BwTY2Mm&{Nn4%_ z>i~E$%-*n*w;zeEiGI6{neZ-wm4$0MN-$f`Wc@J!Ij-BY%v*K-00}BHD&z0sJIIwC z9sO(<md-Q@qJmtzJYx-eJb<$9tKtwo`1aTGEZWB(K-OX7 z)RKgf=MJIygZr=E%7?kKvIvbYRG5&Adx{vENIk?8MGI+p3cHjU^HY-w%OMcRm(P86 z!Rp`SUVGjJJl`T$y)GGYWi;BJOn3GC?UR}(VZ<7b3O0?C9wc2RBe!o`&={QIoPyL< zNp0N0-3*QNmghu8#Wc1b5;x%yrQ0&v07mvX`*4E4O~f!PSbBVV=-jmPHzyuIt_G|n ziF+pz`*#9gJ(j-Lz#6WpZmMzOc{aelvfV(o*}=D{QRBIp<0W~&j+K&;finTI;=|`c zw-5hLE6smf1YAp9EGV(==`YKTiKZs8Yxsaz{PM=$Rak8`4N6hLZFu%n9be+iu-vt( zN^je6xUf~LVu9jCAs!~?<1#8z+Z%8+f*#c7v+pl%+)82hiI|R9&U1(G#Z)5^>1etF zQ~^)Ux#)57exj?i{b|*iw(@?pht0IN`nplw1-_&DsVVjYyLuwySs&kiu74J+{nh(! zm2Fhk@SdULp}i2Tf;L|$0Dg0G3-vLc_NA!?gj|V83r_#vqrc!=85JI}VIdU~rO_%9S#@KJomFS+3;9mrLF7^I zC))WH?G_e(7HuqqLwx4LPcm2I8%dNQ3@5+AP$W&Z1+L5uuB?Qn10V{r9j=1&X69bO z;Q`5clT`uV%DB3gN7F#k`{YvgQ}wXO-K|Nt%^s=6lORUDHH{AvK_BmNAW!o`)s_M% z6=|FZ4u1A_{dHM;*S}-oxq1eRWqf6MV_&3kA5;{MW8qHkbn8uu?wskK6DUa#iD&;+ zrwG#ciEP}xD=Op=79W4Lz9jBM&)z=!rjulIym$!}@!J`vWWO|&`I;XCH|_pgQoxcwe-JcE+yA=bC25x?F9W8J~Gz^rYbs_uX;7FD{ESy8&O zTCus~bY@%;83|O_X8d`?+BgN*$F5jyozK4gyoiI~Fy*iZiebCq?GZMv8<`j!KQPXU z$F7BTU(cy##Ko-)Jy-P|g+9^kn;_(NV%KttR6kXhzDn`$sjox%15b^Cw~IgD{7%Ad zrJ`gumqx39nSp{tON(tLC!L`Bs3~(#O^3MZ^)GE_$ycfE{+CGwpCHHQI#_Awt!^t@ zJ0tJ)U`U--E+;sCZ2o^QPkk`qa;5O1A6i}Ca&tSVqjiqZmYALE{Sh8*}{8SOlt9d2Cs>fRCG-3`#WB;SFvNGe|=EctG6~dh*sS2m%<13~u zyWK!lUb_aB5UDNSnZ#r1q&R4Rfl7L&s`3DGYsh5$`#w9~%1)cb7(v{M z@G8|d$GbCI%`+b;I}V&DuxUl^YiVVXGc!2;yKUU4ZfQJLBW|jls%>9-G#EMAS=lmurfDu&DTOj`#SqYxYN5qZyQO`?1-fyITlfC@6W!B@q23da5jPHQ3^@ zztETP2bI#PUTccKCTgY>c3C(+#EH$MXDA##8_Ib&hlD=m?&o)J%XKTI)T#f{Hs6>9 zce;G#Qloiz%>%m^c59)U_y8)InqDF^(7>3Ry|bd0#G_1^>-$g)nD-hAblb1sccR-P zj27bsq+Zrus>Hf-&7}cF8vCb5o9h+EVH>AMOsC07ssG-G92&9UXHoSz*fraW0fMea z72$b$21nBi7cIndRok_zuC7;f(%$VjRPlI2h)JL3YepLzAC>o&U;DC0q%KPVmsxeoQb12@Q*I?b3<((mKid&$_3Q zQ$IaiR}-2y^G^EB%A6m5ndoUr|M2F$2CJbd0VNw!EDOOql_d8cdVr3ba)YS)ya z#S``%?ft7;H@4tSTs5^tLs4^26Q{@R6`gIAgUdZ-MBkKqgCTmLP8!cUCa!Kf^#dS7 zhX&1HX)roy7HMQ;(|YU46O>7ep79yQmB?GV{d;V))c>sa5J;&4!4BiSt^r^(>1zJi z9t*5!t}IMCkh$*=z4xh?B9YYl@ps>{H)+tHBIxyf?OFx~$M3yQTm6*OHUqiNF>0%p zCfh@4voi-4bWm|Fm~pN+76N=|E+MLz$6&v$JO2(U);StI)$u|C%X{UnZgZ^3#Ha8q zCyC&iV*(}x?q)Kkdx3OMv@Gg$pR9EWk_Np-R74G(;v*;c22*tM&`-VT#Lc(ZkP_-`&ZTtT6UyZ zGFg($-PPi%=G75)vTB^((|aYGui5L2?INvN`8#=e#Y4i2nR~Y(6@G_1&FVuVaM44L z#f@OU2P${2K$l2gZ(j|rl2p8pB!apkj&IYRbsojg_A7*4bu%fori01O$ z44fX(>+TiJFVk$RJ~BRB7x4}Fh)c&^;6dW}Z|_gT#EGS)wfohmF`}p{X zc8n-?JIR+t3;e1^kAyX8dwbxU0lyd?u$sQm05k#`N)-s@y+%Gb}20mLB0w0Ad0 zOyX4#e1n?L_!6{(_wFG?#dJ!%XZjYOot+&OzZp4TYtY!*PdE-eeg1rYJse6|B#?Wo zIiRwaU9N-|RdsMIXiz9b8wcQ$eDpl)*!qz@^=EX-0@P3uK%Lmz+y4coOk7;N@?^cj z{b0fwfzy3`>kTaaho(vl6mJ8X;Qo^*mk^yyW@hGb+|$GdTY$0W8+Tq+&C+P}q4#V7 zmg)&5mz?y~Hh$hHN&%ZSWyotq z{ol1R0HJDd4b6CW#p<0n74$WCME+b66r|KB5m-TgdZ>7OHgQiAHT8Oh17tr=KuJb{% zuSW83ZPc8L3r@N70SCi|=z>tx)YK?2#-NLig@wgl(dW+>^*s-C4M3&_Bv;19QPuXg z9RUG>nW(fhp!B6cPNJxW3}`wT$N5%DDrt~jMNJ2Y6*#3qbI(rXdxtPn`s9GHix9M? zLm?{!VmxjAK>xs#ek(2Z|j2b~j?@oitUtsFGV0>yAlO@Ag^ z@4o8W(^SPtiMI;#1pF!t=jgot@X!UeNpnsM(9(xWO1RfKIf=bHIy$Z%7#bU^>iYZp zGa}^1UV8d%aOHG(bnwHF_;}s3;R2IDd7VJtJ6a=+Bci!S7$~OwsE1lDza=EJvT`pi zcJMSO%0^#ud6hGj%2M)NQu=BxIP%Hv-}(Sr5wn<+t!8@D(Lz=fppp%Zjd{RsEw6z1 z0u&O=yXzCz{y(&Wjz>2xy}Nhc-z4CGWI2Yqy90ZAdaja?ZdvRIcBSMdd! zXoVrZp-J@GM0VxnM~^_)=YW;5q9%=2c(;mKeYQU)3{-C%2l1|UK_Z&RMi|1JJcH+1nOX%GmJ)bkv%Q6X+hOyd&c91F%q zzY=5?f#J9zM8(T@gMUB)hm`b)4*+hbjmcObJ!8Ry_HZDAqoUeCK1a=O_IyvwdD4}+ zv9WR7rk-eiVZnA#-2@t)jhT%NU61bn7qxE&`g5kV;Xy$vOh;r#TYG$e1@Dtfwsn5>%xBrI+Pc}$ zb{#$GF;Xj5K@K8~B3?3aI`>Om5>ubgM9v%lyx>r|WV*R~Qt>7LshiEu4}P8N>GAw2 zl)Pxk-*36l6`@zBTVlm@y092Eo$`sE!Hxl`4<7gY+*PbBn&SZN2$`E=L-$xW$AZ-q z@%eGMFa%<<3m)#*d7hFgW8-v}_*$RftjWP#u};a%+Cp5J!!^OWbd{GS(StP!416bQ z$fXStEinxv)-@Afyfu ze$3^*gE>}EOtwtfmL+D@*uEGS*rSs1vX6;u->STI^&kUTB%ebH{c|4SD zX3V-%I&dXNLUgNMDx8yyl+yI8$QxhZ(r0?EH|)h@uxbz2=S=B-gFl6ZM?0RQ(8p?c z1en&=zW(;|TY%N1VLy?cSArz}9?J8m5Bzf)W4I7)g`OaNl1I|4P%huVr{@HU1Qf z-aObh(eM5QZMI4FxDS1u$VNo0cy{$@$KgN#J;Q&HQgri-gUt}GGltC`wOSuznvZ5% z5qpI3Ra$CMswjRwGKtf(3FS&(m+MG7e~zeerVKr#fK(%U{kRtK!We6ZGezXWK#PBT60Yak&_vqaj~+QfLV zw)NAAh6|0{*<(T$0@0dn9_zw~`?7-N5o%&k|ol%wt++=iuw1iamUo= z3;;#odJVL&0S$>pS4{F;+VxRZ8;&BtuRy$!pkM6bZ%%v=sa~TPRhs;YloS@eWdVLK zWoyJktACffeD2kM+)flvF}m(n_$xrLO2c7`Try+JL|k_ZWHBP#7YzZFolv$iW@1;@ z4`}|(ll9Nx{-LdO=163`%l0>9+^2n1XAvSJ;%~3|a6Vq-(X1{r?alMWLrP6LGtET- zRVz*W+WE;41bLM&6LGFH2#lP|GwAG?@ zdy?m>_XFvAYHFOoe&s)q%PrMU&~JAsZA`B%bXtm8*AK0)gxNvY66ZBZGvyFsdbYFg zB>$U%fgg!cvU%+OrsuIZwZ6rSLR@>IC7~X#+Dp)9Ka}Y4NSrnQ*PpqbG?$FzI}@TO z(F&`=q}E&qcYaw8qc*C|HBPO{8Vk{;2*P&-u_6`pf)#^N#-+b$W&6bPD*ngS%Kk9? z8F>b~l4SL7_gt*T?A@c!IP^UA6#npFa7DX`V@|n~iKB-tb_Db=8=A_KU%;_N+$`{k zs!CJG9v?<&-pZFk%ickb1yvPVx)VXWn-0rK5EYdVkd0;(&EF#hEa?+rz}%vhpn-iK zs&Xmr-A0X|h{w1CnY45%azzOQ3;&|ysV;6W5k**gNH=Fn@f)h&u+U!$eScc`hwk|h zBVl9j9qjg<*Zw8!i!c950$^`q5uRtob}-|k*G&g*TfTC=M=bgaLZQL3P5XKMdDZic z@KGfP<*^`hDESs0Phzi_$XGItnG(MqrVo(?;S=we9eB9VH--pnrhZGGfuW_s}TC;IXn=v8qbXmx3K1 zCOUSPyCDFJYMZ*&;686jsN0ms6J<I&}G3@FNy>Igzjoj=9-%!<7J5(g`|^*$9@V7~wS zS(pD*Wy@k!Gy*6u3iE9hos=h!J5RoGp5iAH|EbvL3EhgM zNJa9vA3@(S?q*5Nud=0oHx8NIN4?O{cmztMy#p9%F#g+{oT*baI-vsC^Pg&x4FkaF zfTAc{ig6n+UKsPcl55~Yz2iJ)IlU71K$bKJxxgVJMl*@`pzyA&6h$iS*+&1Pc3pHG zW1#5l`m*ms#{9Wj;xNxja_>kF6HrvHh1nGp=UH^A_U_)nNB7Umz zlCcBd;@l(XIEwad)o-hfFAE`nIszx}hw7CtzDwZsEA?ug-u**<`x*4a(5S zi1g}moXW9G(iV)u0FiH;Bj}OKI2!QXy06;m_Sov~jKlqNG`9=)@R}8?hV=ZmQZZB) zh}2l0f#g@64{Rj2F(Y$d483^3H0JU-Gk06Lg~jyJDAy^MCU(`fUVbRgm*puqnaVLGoup^0Nx5m? zE#?y+Pe0f6g%Pw4Y}uu6L)p}V!^4-dp{r+ns-fPNJ+6HkyhDia=BR^MH+m2*Td{gg ziAM-_(@eQA7QXs1C_!raVw?hXvcJ}jc+lUJ_~AlRve>(h`Xl*9&?neVx-KC?DW~=E zzuDkcSSo*04b>(&32qa(%=$B@I;i$Cmys}z1v+Tb{#5dT0%LN@m-G_pOmTvYv{u67 z;N`KJer%EqXv}_>_&1@())ucFM0`ygUqR0 z3`9Og>ZclqY$pW!q>J=TZxsnqhvq&ty=-aWn#!5c`{mPT3>8A zHm(9*bInAEWt$^QUysC~3mtoT8%axOfqSrOP{a&CBfy&E}(u9nb>Px4wf%fQKfwhtMf#D>CxaPWFEf!-nk^)p6ldipFJ1*W@quX@AOowF){w;&uj zESgr^r(9>g%}r1d9!nsLePCTl@68k2)N`xaUvqiZrq;3~a_)xIcPU)NvF4@+tGwe~ zW2uHN9w|89So9~?`AQb{#whYYRfI=RHpxy|172z~^=kk5Bapmw+ zccDV=UsGt~!BbFTd{HG0YO1xQrH09hOpT)S;}htH`AmD0mYZXpC*{=DN94{{Pc~}k zqdS{G2WkFI&}v*LAt3>enArGma|TceKviD9zAN?d;tg)@uORnYFP$S!PfvfGP7Ll2 zaLRCG1)0Sq7`pKA{M#(gn$7;x(m~Veuc!amvi+3D*H|JbD0R^ZdEf`7rCHdUVAw^8 z^CJ>UZ3j{m%yFf_VBm!d5$6l%oAo3Ra(Lk3$d1c2ORN_1n(5{~^L3@#qW8zFmykE* zRBjW1q8CvF%5znH1Bb_$wt>Fi5Dy0NEG8=>L275eHvs(VTz#eMj@G81%)AS&#(HvQ z`e$&}^lq>4Guj-_gWD)V9QNxy%sm`?M_aNkEt&kCih`0hxrl4o+G-L`0|rnw^YNNl zj2oN>^%5)EmBFmJH@I}up=vt9KjPJ&KW|8Vnh2ZA?0eYxF$Qq8QwU{-Aa0BSXu)A^ zG!#+GA+m7*Ua)ds@0nGftc#%ca=Z}jF-Yb*K%L+0cZDrAHC1SjlAWPBxlLUL6d52- z1nyKV9stfV`p(8WL{ECrN_g1PF-nyBHro$S|35*_tAG`uH;l>g(cX1PMNdvm(dSGl zB(MBV#GQf*^O9&ctvQ{F?kyBY2^Y-mqKzxKSXdaCI`{l-lG3L>cO35uD&!+b zeZv4Ck`4h{xVg7?>(se#4<4emr6sj`sbprOXHRMwIBs#cA+-#91oo)q+91^w;Ac`r+(EHeMQXjJ89 z9bqJoLDN%{DJ4miG3Ht;&uLM7NGAAfDMU!KOb(_lVUjfeam)j`H!1DFsoV)51DKt;qM+W#Ll1 ze!MQT_65d&#FoaT6rOz6Ty~g7b;OtknKn1}Q-=9UK$$83u15iyJ{W z7+6S3N$IO_wnn`^SnnJ!vu|x{V_<4JeG7V3A^_bBEyo5`xHP3bQ%VyeprX&q#oHnj zo;^}6e80bD9)J&EE&~j)9iKW5X*Vayh4_B{eDltoZ}?

>jZWzzFqQuK7QeqdmyUz3g$*C?QnNo_jc6DG1JVHW72?^af3>maH2zJ7vo8sPzf$sBd$xzVwf&1CX zP-L;w)i>gA+->VA3j?gy!pf_*J|g-nLJ;OZefo1RM~1M3oC|2|nwkkAd>H>%(^028 z@!JP|u4DhE+ViIkvmE{yR6`y#SqU0t$vO)Q#=lLx+qr!DpBJo8*#U+Pgu5BvuhKGI7f|C3r^x;V=ulifKZVKP-BpW z3h1eTkbZwmTNP~t;*_}4Z8?;2yht?AP>GXEX4KT&CIQ0LfJu$}!&z&12JQUAtTxWp zruBi;nzndw_rev7s%q0ftBov@2PmBg>Trhy-(fwwxqyhv-rpp4w9>oM-EDy zCzhZ+Dh~`)H?+QlceZD>SG(_1i=Gt<#|iy*-`nFy*h8{^_Yi(z_Z4zIdQ#SEv9>|>$EE%=?0cDohMBLWWVs5pIsr3$e#Mnn8C`>`w9UX+Es*Z zx3G8JY+3q~W(K1;^PvktfEWSTGNGFDflzNlr=WRbZz!5p;?BO3v}h1?%cWW%nFqzH z>>B#))&Zrel`eiQbVGFZZ+$b8Q=(CLHane{s7;&DjZNu$@E)YYE`1K1@8^VzAc6`k z|Gsl}Z6gKp7m)5{nG;4<8AJVPPc#TR&vT{eiT1q%}B&D(xAf>z9szr$cNU} z5-Ev*j8%Eg)^tF%QGB;EmM}8%Ys|$VErTW$-PIGyOVh<>zP|k;fE&(U#`Pna&ZPl~ zmwC)Nu>3kl>sL^qC_aBm`7xUabWpv?i!S3rctjr(7|2fl?O!b1F(!Z3Pd{HiKalEV z$>wfEo+l0z!P6A)s7K9GHJ1(4ZTb|Aqf6q%I_F8aF_40s0l66_$bFS(Qm@yh80WwC zJlR1;41QJr5*7L*iP&Y_KG(B~dPUGNePj(eJq$kJT`jDv8Mhe=Say7~CqSb~cX}v^ zS{L1UtRY+CB=12?_rCQUSdrz7AC{W-TF)$7%WigiMa_w@EiDU*H-k`Z2i1em%qI!O5JPs| z+}W=;E>MZr1_Cef6992DM{%IP=UvuiRDI0gZ%!*o!6$~t$7AomCT6$c1pkwde&hd4(=F5Za?dw8FAe8o0 zLRK4rNG@YOf!4~2%WbcWdd2w3LS}+)fv48M*6ou1#{8G3E-Y;CIJKw!*gB5#c~jGQ z$7<5xSSB$cX4Zqj3XnqfzdCbUs~9@uos);Tox>Asujc0Uxv=ueyt&F;n`!Ne;)>Zl5u$eOJ^If>Bm1m+_V@FAPJ`izh+jiF0AJEOB;!!BN z^HW=3S>Qth^q~$I;CpL6w!N^q5Drtk`)7Om0(0oP`pyOt!M%GRLVSUEnHJCjtt?&F zhr4&P)?s88(0_v3ReO^VknM)OhPj4=af1Ns%HOL;n&4!fR-@$Z9uvyo-#CbW2gqBg zbAtTh!qEi?I0XV73BBsA$iR|E_{xN8AXvP@&EXG9O&dEj6k;ON+xH*Jvfwjch@#-= zpQgd^2Ew_fLC4o7qvJ6z0A?RUb* zp#&fy{4@=UNkjy?MR)_;^+a%z1YyBIOxVcb$in&2cCKT~C|t6{$~bT7`}Kl({|T{r z5|ED~bIeDG1Pa1GsElEP;sr1hkg$?Irr0S>0cg26wL0=Oj@Z`Lc%=kH+Sf|e`S9>; zZ%bO=dA!VgDzw5vPu#sh z6>a6VApk=5KUb$hwNA|tD_H0vXHj9bH#Zd&d!G1#Resx?{1@AIh8u15l^ zleNbaD@ZCFnKpvY`KU-fzH z{PlMAmeyL&v+n0!_x=5TZsZ}F=If?j;C*hIk0kTMh~h{O;x-ok&xm0g1oJN5-o6lcr?m{tdyP?-+fqOIy;i_sEyG9Vi;1axEcR++EoscIf&K|A2h|Ig}41yXHadf2q@*5ec8gv8BAmy*VL$AS*iIXA_H5;&4Xr^ z%g7y%QOR=S@=q3Tmp6h7#K7aWcf0SZ&5cU%gx>b9nzhp^PyDT!ViG>?ZDLaUhLw%m zG}k)|yHjNtk#XFXFhhDYIsf-rU~lNPvCWIi)00SGuhhIk%SBhIv3odG+t-O3X?b zM#YRn2F}?}@;qfcXWoPl9q`KSXWYceIYr$4ep&V*qmsClq{<=LkU#sUUZ)j!biDAW z9KXY2TFyaSq^1;BO3u$j=l4YPC8FbDIuZV0_;8c83DsR_!^WfKLC}dTZvau^`8<5u zqCIi+7xVPb1y|el+c17WWPp}2#ZXGbd#Wul#gOw+F1ov&+p*7|O)l;vT_154Z(W~< zcF@qZj4o#6jiwXJu_oaXb}ZjZl&3C>t=)ldrA?1Sh+1BD(o9$wGZV9-d#(jNQh|5= z_m4gR+I%21e*GvzIDlKb^=r8Yc{f5@_wBIt+&qwkZrWIKm+OZWc!lZNvk(j{yVG!265WP<`|h{58-W&~VQOj`=u!XU#}?Gz;4CXGEwzP@`;3-W zcXgP6W+GGo_Y;<$uPJ`gc8*w0gAczJ%nWr{!VKB1D2hhg(CsHrovp zM2vpt*m=&6mjm5(4^V+s>^v%{>(S*wsF1ZOS~x_M|A;?EE%efJ?|;)s;bmt=W%5-_ z%q^nSRw-UHMhN0iyUukzDIhv!-IP5~&nmid`M}WR<=?+(7jAi4xeRagWg-Lvvvis` zE183PmGe}RxCkE9H&dNZEy`1AEr5D(FKF(ps+Q^HnV`{7l4PkNFUjpV@qpA0S>H<( z9#KQPYf#`mK9V%Dbiks|_-o=;GJX z_~nUux2T=I>wwtly6qp1C2P#531<{i$%~gmJ#^Anls&ll&(yU8!UFcc30cqw(xQR4 zw*u+WQp@>CRFmGOr#~k64O9oPkwP9n{`4QQ9Z?Yky@60AqW6Hu))bhuFiXh1#rG)H&Yf=jYGP-MYo7UBJc}h6WwWsG8B|k+sNa z?0lBy`ZrVFH*tBskYpuvtIM{fm>A0}6{zA?t}R??ORPGIKKav~0a*r3P}i}rvL<@( zw31~?FuQO~zog4hE@&8pm{@Ar0zne^@LGt4-pMX7*m|p^s4$ejcCR#m(363I0bC_JC}2@f-w7Ec%i6Uj zuxCT-7l~cVu-~@*2q75N($@d-=`JgZukF~#rdWw-i`0E+O{qF;nf-JIU+d=7*YZS@ z|4-Ug2#ze1D-q?yJw+;nY4&r&wfP@ExUB~|YU`ha`^zJ$rh$(;U|PAkSa^lJ+r(7@ zlL8(GQC&t2&o*$R6>tZlzDF?eP-5OJ?=FG99l5Ri=bcv;e>5p@(XzRDuTJ#QAyoCM z%p%UIyHm=J&{^oeQ~9WK&(N)@H|XNMcrrfVM{yx&tsRArd8o$~!X z!7t9#^-F_de?7wiT8tgL_rzWJKG(zjV?z7l>gTeN*Quse+jbon_eSmi>0s8G83nr*P%C{C6Mu(pGB9o1!K9mc!;Mzy3XH+n zl#81kSWvqM7&lpLgBvw=QT{$eiQ5nFk6^C$A#oq-Jl1KkuDP_k+r%_tEbPVgTz4*! zTYcv17v&r)GojLbwdu&CRh_U^^bGS;%P1oi`LrI$>uv|P!n*p}STxWv-QHd;do-9F zagvWiVfCX&ruE8>nX0fYJv#i7_{;5vEsI|kB1f3ptHnoO0~E6F`BTF7R+McucZHSp z@|aO`VQbQGwqwFf#IyKr1AHg2t~~O{eI%qH+IHa*g^6&0ocO?h5=o%{c7LT+O1YUy zkJn{%&JhLDBgWW}P(I|%EH}o%r{$QaPa-dy33-c;~QxZW8DFZ%69TBTuzT-eic&J&GHoj6`(Y1;y-$xtP(T!?yU&AlDTXtpRX{*&8J}3~ z+&wG+xDP_djem;%A)&y=Lg(0ZK!USn@8q`&7d}Z+Kt1W1yJT~h+h&E0&7OS+dn2Tz zDo~?Y_W#($ayWYxXW1B3pi7VR;Jt0J;^WVc88S9J0Pq!W7ulvLL^SqwY2}z#FYo&4 zICb$5@{qH5OLop?-4A#CR%;jRL$kpgkLUMGG?}30E5nB#gUafYgfgo?qIM(cZTHSp ziQu>nb$>QLxqf>vMcAn7k;PPg)0%q$Vuv!kSXo~sRX&&raB7XH$0H&kr*BAC?~mL} z>)GsGJ+tLTz$N`kUaygDyZgp+g;3c*#CiPBW83;}6tKATNG%_Z+U^&=NLrYS{8=C) z(_(TAgQBq>V%cz@1rzAh{HkP3BPxIX<5m_Zp zPf93dE~n(wbU2>5XrMya;b(lGpVvX<;>=O7E6FKkpWKDExqrn;YnY zC|Uf_fSK!Sm89_k)U&EZSV|tK=Q;%p%{;3bZS<->R9chRRCtRsGvc&rCKd_+4Dl@R zI?19cV<|l^KAO+8Z-S%ity;8IN#iVvyr@9c z6!5nZZZg{?TYR*ag7e{Cd4NEMpt^!I;Jy*HeZ44crnl--wU$97O zLPk)odw_Hdg6RFITLijck~?$$EO>1cGXUxahLAFMtqQNTp@reAHD+AZ$&)Z5aFoVwXjbJ(seF_{WnKHv=|LtbWk8ug%|2G z6D(K&{g&awRxaNT42BgoKNQ6g5>e3dsQ&2tBla}eQtJ9i6P6j18SFhf-9Hw1Lpn`p zhdb<5PeC>fU1Wya+ta>q%k@@#S4%X!67v(~6Qw_{Se$u=igZFe_AKB1AmR}+H3xWe zbK+={_$9xc50*dbF%K$>uYncd;&J(e(Eg_J3x|3$+Q)c?DChlR%%)}>)`PnR1l}Ut{c(ZS`lEG?9sJpk4POMOwuTMn>D4q>8?#KVmFrxr|E`JZ zHcD5!B@aK1FOClx7?J-IW>{HRnCHyfM#;9)&ZrFd;Itl9J1ophAWEgz^_+It47;-4 zI8DZ z04bCQ7YHjf+JoQ+p>wS6Xf(OkX^L;6#mlQk`tzNl8zk``+AX=*fP_h)JY6_I$|e6B zj^3S#(yS2hQLCr9yYhks8;VQ=+Fp$qfC;SrIdUC8kI#3kYLXs{aoIC@Pmig4#{(); z_zy)c-{CI^yZQQ|>pp1Q%7)S?>4>H4KEgFzC;0Jn;3oNsbi&_=?5wZY94uNE8i#|9 ze5i={+$PF?@Xa5m*)b9Pi7Y1$zUk8%X{SFJ21Ck5* z1^HX*?N?J=3SWet6|s6ihlml)7o*QGU>}4XSXqB^=4v<4>hgSE4W2&3Sw!o@CHVDD z@s4A}LsPNVBt1DXoZ%IHz+pkHZKj{MctsJbM&1qVwbO%rP0DKRsIA6ljkJjs-SOo= zWW0Dvm1A^J*8X+)P+h*v&Yk9$P!~?{T63d*kJrZ~Ra5I{S_LnnTTRW*1RQ-Zd@z)F zQw638&WLuXGQ1tCc^(zt+Z(kngHkiy^||-7Y*pqweb}ndrt#GBD$ea8or+DDcaTLN zqLWHp;wE9mdZozG#1)}or@W$QpV>xel#Gr7D#h}OMYMmUHH($cgKcr$Ien!ncEN6jZ2%LWr4cb3aPao5vbC~PBw z5R`z@S|w!2rxVyU1oM{)`+F8@d@7YV_6Nvt@U96nSW{OQrgj;B3C5Q{Yw(T+@)H~+=X5J) z+K;+UoD@$m?ydgZo9E)IDvCtBGDjh@DwFY$m1(FO3wu*FA5wbM2j3i>mFYDbX|)v- z%1$k{kYSL1+b=^r+On{$${F>?v zFdbIdKlpd;)~g>Jt$sDEC@elAUU>S|X(goreC}ABfu!g z!JkwaVmN|Wi$`R18@OSZk9IWFWKKS}>=W91GtA&%$!JCmd$djC8aOSC=LH1Rvag@t zaOZCLnfO{kq_X~uFC|vz(VWGnVm}gG&hs*fq`v13k%W~>{=F>DR`w@6#Xu|dtylRm z76*yz$DNZ5^OGU{on8Zbaq9Pada1W_A6#+R>0q*lucD!Cngv?qoC(2`LZ=3@0CxzV zs*_tB|3Zcun6Y-pduEDLVUUL1bAqdtEfKbjx(!0+)ikMBH7$b;OO~=crU%PEb3}gQ z^(`%rtd(-yvvYUEH=d4;xHrqsVk_f9?qhcgh~RsCB%;fUT%&MikpM)V$Y%G6b?`LH zzh;1tw|@PmW6umX6I?SEFOrUq=}aihSd)$p)uy-6>V6#rSMRgJG20*YZ}nwy=)O8j zdg8t-cF*mV++1VmB4}RFT6LtnIcPrlGqvwg1My@9m;}(f6l|8-%%5jfA7)b0Qw5I7 zQ|*`a5{K4pGS!_E&13tOC9a>peft_O2Nv8@P>PJ<5QfDPRiEp&tkR1K`i?g1m zb|?MGQ0rq|Em$g5YVwMs(%rL$Y;%iBG2~Z3J?+6}1}?*Ee|y%l957x)nz5B><&lK- z_&iZ)nc6Z~-}GM8nisaa3)$0I!4@@v`Zh$BfRk&TG8n{#&XhN)hTaE^XWM-E6{d^t z93hd(o8>mcum-!m_=kU=;f|F@>;mwn8jdWbA0G3{oZA6Rh}G{O3UTrX$7bekGioU5YZP1)^c-KAWMIt*Qu7%tr|H~mDaR2uv*#+kPnnb>Mh6d6}QrzByOR#6?QU=mdxd;ClkmGXyXTWX6Su$E=$RZZhqXJf{tI zbnCj@I`Q{{1tA^|fc+8mf}LYe!#l)R7=6>d%$-c{s)RkOE!bG>$;AZXp z7+>;mLFK!*_w7J&wt}@h#2=C)uzb9P@xgsJ{k8TLF|Zd@&l_zpI3&jPghST(S@G0J z-dKn48D013+$zHAyW1wpr_c@Q9t|I}nj!d+Pfc`&zPD)Y7+cVtwhHu^AM$n#8da+) zeKDyva1tP8(DLn0wljULxSeIy@!UmiYNV||GFAC_`1Mw7;S`>#h=fbpMC!DMvx5Vgl5-QcZ`5NgL8Dk8of<0?f;}Ktg+(XJ19h^mNFV^>Lv)TNQN=cdH|R zYShnNh@kH{ATj=gG1?@YWov(bnupZuH{q#8^NjdTxKKp3Y^tnmDrjf?k<87z)*!{g z2>IhUdgFmNOmuJ{@^Fr^dqszaT`0&adk=~Qt`Vt8=YwYPzVPM{nr013Uo&_9HjC`L zCGTOmD*qUDw3W4J(Q>yfkE-qd$pMp3ZS5tddeI;B5qIoFRu->9DmxnAF;Yv3xgSIJ zEL_VC_B+6507Iyt$B7ydDq=()LqN#~xMqC=#I!GbD)ic2IsDTYnuAu~B5K~$*G>7x z{z3P0r2T@WRMRD_*RE=rX7xS6M?T24TKID^>sk~?|Fg5%Vy_;M8#EWZ%3JXP*6 zsSpfYwFn7+qJe>Wcsgt!tJZEUg?-%5-#;P4-R(`ZYQ^oDGY=n#NNp@H={e79u3=%Y zn#}d-!#awf5YEi+E18dl?2hXe-QHn4bxnr?_VaRwNPN<^B;U_R z!4wFj0XYpFCx^0E^?%I&lw=nh8a4`N!dgqI!wm4a2$IP~v+rS=Umi~5_mzd#ys5aa z&wR*P7Oe-#YBN*QbzEF74ZR>xLxt+nV1<84VC~)V52V@I+4?LiZIJ0Nc~xVI2*#JV zCoX9bXTyPDYlaoiBrMipJH$a14+O#OH>zQpdU}<>pr4~?Vf{E0B>8wrsX3i%(lat3 zKVF4~4MA)raISv-7}SHO&e*5@+03=88zL&(QHy7fA_qiCp{7DdkM4Nl=7{8d-YKdfhN9^bOW5M3D^ zE96~0-ZnZg)uq(7qkvz~J6fnM*m!}B_$AeU-izEcQ})-pp=mUz>toIOHjdNQGqR=P z#;K8k+)^nQUeL^@=IiLj`m(=fLK1weZMEbzCVP2C7gD^*8h_;9vAUB7YCISMrxwip zqP5y1a{v87r$?2$-ijK@Z2xs6&%18!Y*F7ryy2vGgBboeR~G3z%Q%f@3=%IkPNS37 ziUNLmU|aC)@loZ4n5kIrvjhc}nAP>4|H4E1f1KH6_wn)LbrFY%u|MYqa`*A2LcSdZ z7BsPCfE;dga+3R%qMz4CN##e2>di4vGt)@mN$v-}aY}(XpZEf|nKX(Og5x*zn&|~}e zr&&lyNNiT^z!`WeW`H**?b)|4hPV`;#TlnddpSa%Kd+kTu9$)O10A)FD2M6}xX1|o zw3B|;33ZVhotor@Nw~Skm~Jz3qzu0EYvA_ve*fI-?@yA_i4&c}$xA*IW}5=~Cb&Wb z!Gupq?5u-zWsi_hESjfiFkiWHWgz!d;0w%#n#0?@<*?%(P$+;wiFNi*y7>MUhAIFF zaT+M}8T6H{^rAstq4n0doWo*k=i_@7C+b{%frkq~?fr2PQVMTp4d(GDS1>b+!|avo z*#8MGl;0QU%E~t`9b$Kz=?)`CC0Twf3v5X!j#I^!vZ?)|%fI4=b)oA6H%2L$@N0zyKpH$XxO0d1!4otBWxg}l1M zjZ;iUXbF14w~~+LAh_jN#E*%yf!`AfxwN#jJSXdv2~j%Hz{WgNBaU*-% z;O3jootD=M$eLsmq#3}#^K+}Ttr49L@VqW$`;Mw!+URlst7o*regjRp^7$;x^til_}@=1 zktQ8x1TTJfu>mfGssMy4RsCYk?9u_wZ6Agw7d41f99=<($^S2tI8q>(OhHGvGXrWu2>9FX7oUNsn8kp#Sa z1%*NxsEhTb!*E5>zsoIyf7-V#;6G9Fa=K2avmPWtoZ~yUGW~zfI^?tYpHt(U^w)B7 zX4h$K6X+a=P6WQiv9U2?1c~1zRMnP`RRZx*?g~#DVF*QAUg`Mp0~i2-d$e+7c)L7) zBFL2(1lLG5!+RTr=(S?Siic5Al^~m+g8Zd5e-G!QkY#ql<)y_1!a=L&F`PvVY)djM zTK2(FU2g3Z6wH8uXMjNLpFDqlLvNG=JE>@Xf|X0pmf^E6hZ(|iJ~F&(zjGczvq1S$ zv5r$_FPg%f!4SY3)*}0;udg?UKQ+*b@P3Mk1rq_jY$iSZV72^|UWA0jCs2_5agKti zBacyQm@bhtTZl+lpKW7^+abJEdeqv+(gh5M4J0+>GCS4eB8{Wbg$ZWC}buqo~DU@NZEAm>a zBP6Yw^WDS~wNp*uP$t~2{Lx?-ogF1+HxOVb;@#N3eS2eX!2SC<<7M2$kreEzaq85m zqFPTXnTUOvPUU5rsp{bf6)D7;ggz6*Bp+-@Y*z z;dcmYBB2z)t{;c9Y8*Zw%XMfI5_6h5ITeo`Bckd@c*iUn-)(fEdPxOviJ6YImq?Ca zpiIr4y?ZZLN69RY!4NH&)Ff3)cd;G1)?5sj(pR|k)iKJ0$og=0IgO{|aos0)gTxe1 ig7EVHJk67~v`%yr*`j-|6-JnnP9E1#N>Mbr^*;c-D^5HB literal 24837 zcmeFZ^;ebK7e2aaY3US{lm?Mb1(Xhv?iQrGL69y1=`si@>5dK3t#o%vcf(z;=X3A) zj{67PpDtr?7~|~a`>r+TTr-~e%pInz_!=9790LY}VarHMzJb9I{b4YK#RsV1|M2{o zT?KyxoTW6KRqf23-HaT~UpxR;Tl1|2tUN~EMYK1M;XZ%Z{5>(=RDk1&8|8R?cx|L z(|Bb_>R)^a_+pLGOB2rWlzFf3hgc^<*NfLLB&ASD#HExwgYeE%R7P9LG8`URnBujf zJS38O__?Ym=Q_^Ta+nS-M$;;*lE`bBcI~8B_hq9|Cd>Yv<9T}H(EA6-hzOG4ht7(W zR?j~a{CrG8`~v<+e^!AJ;^EHy-#7`;A2TL6mjrr?9=bCr{Gh3 zGeVdY`1o7o|NoEwzYv%)jh^`X_4DhVzCKzmF1*0jhg*(7{Hu?FI+Wiyu4)2Rs%8wOS5m6D>{EXmUJL12xt0#S-}vDw?h1}xQ~yBXcotC zP9+mVd{}aF@{hZl;LyF;^F5I7SbC+qd#YTU7*{mo$fca74ptP7TAG#l0 z-!qLH?de3yGcybdUh4-oa?;WdZbcqGSUkRzmX>~3st3JX6h$1p zr@Q;X?c9>RAt&j}nM8KIUNVdH*8972vAw2q{qdiAeZPV*wd$Rj_8X6J3N=d1rz{SG})WOVrUUGe$W)Jk)iaG84YLSowOu?|JgBx37=vndyTV zkuy>t;liKw;ZqeBCcJ5FHyl9YA-&WGsu~6%4f9bA^9mVu3kwo6zUA=F?cCno+-ben zE*V}611q`Xsv$Gmx#QdGNBT)lBVpWosncC&pRSQAHYuUJat{znP-VU zH}vKIxIR>JL!swcBmAtPtgNEwpoWsevsU|8cXX`b@M8PmV$L1u+E(=M55C$%3gLk_ zg>IJ7h=$zCFs$#Xp7^RPKuigM!;dug>Y|=pK@gyw=mx3#B=oYhmTYY6z(n-yG(p_}Pwf6ZEY4`DJ(uXgrYH8xM zOnJdRjmxlAk~P<#h(O)A6hAOXlo4C>NZU*d!{1T*>U`g?`~33mdS76#cID*~?&4~^ zQs@48g;86uGHhq8kc1(g={W;8cYM|R2`Z02G&IH1j~{+1t^YKTlQ#9XJ`DP!Ssq4> z!B;U-6)0;b&@ApV;?1ojT$`c1@!)RD^<#7N;Z#|ibUIh8rYfSkDyw-QN<>e%%l?2h zJ#VLM`jl)V4{;iO;>D!qGMoAGqgTtuQJTfCmWy63uVA-#k(G8(ly#uNtEV2b;}off zh9ShGM|Lh|F{qB{HO1XB!Gcx1y$`H)>6-0S%Xr4}+h5(>RQRF>BET0GtQV9d>D~aT zp^Txle$oKD4Ck#d*WldQEtrZFQoh{AUFPF?U@eAg?*)%OoC)Kje`qI5*P7}-XVpcP zBrf|cgD@{8n+~Z*=2cug79BmAw4DVV&)7${LFuBgk7LH|@32t013%o}u@}c98j_M> zDY!9J=ag%*UU)a7&Vc*d3T!X`=T97zZnM5bqvzxTSDW8yRdPe6D`qH;c!}+dPooEl z=Ig?+rP8MK>%v|xm^TI+@Y6oz6qkDabPF}-^$SbBr`zEopQ7fByQq@<+lV7Zj9Rvk zE#f|8%iA-&aE$xln*VA#hg@2Y+gOPc?>&zZ7lnkyB;l+if^zCx;B>W04H1B!cuY@^ z64KV%9ZQ=c=)(N{Rg^Kf?u0}{4#xw0P6Ip>AKCB2Ln~i>5chv%cIn-0#9dfzvwR&e zu&QoNvrv)ZIAZRdi}X<#2}p6CiSR%^L4f}z!_uNBH?RpQg^WSanfp(j36@?%Du00- z)^1!;dspY?@DEBZ6miQpCY_N+Tf;dg`wLkG1qI3!$tak__I+$MoQ5s_s5XYcU17q- zT6FrxpPg3(dFwRBz2Q}%s7dj!^Sp0OY;t>sI<%VL+V&TQCAMf~tEc{xne9G>{<+}#DITfRr;KjOx;@3DtP@!xGeF<;X878z^7p+Uh-B1t1>5dR zfoqM2r-S zrX8dt!SGOzCyM{$+_KMtZwnOy%A6ly znJaIY)SXoRG_8`mDLa*+L{CIEHZhiXGGtu-bW^7A3zQ|*kxU|mT&d7Nzwc%dA zyMF1aO}wl$OGfz_|E5hjLs9mW=|n;3gPh{tfWzE$tYK7#ZB+=OLAroql5LLK$h|&@ z!>Wz*K1L-!aWKN08tA08qzl&$#cgajH^;_bn$g$JmEMG~HJ;DCY|hse&tIV} zRS$4lxHaze{M{<{QMLYLqnF!rq}WG@vdne4-{GrVJ&jEYljm0&~O(5_4+lw!uJ zx2>R~!bQ9c|L`pwkK^8(H(4Nz$z%ooso5|8$q{@pOdud=`+)WeXSsLe`nRY+io26A zalBNL6a8N(3z3f4IDILDZauTKk|K4#GIzu1kmFlhB7$kiy#K0t|GDC}BmVbb>@Rjn z*7znisYOqQL)GiZzYJ}xG+*!00wV-zL%r*6Zy>H{x007O8X`ije9B96a|Q47Oz)%eNq{hm>Itm0+*oN4L% zUYdEH{_W5(@ad?U(2rUY%}B6uye2 z6o>-}Rq4AwG>!Tk6Z&3k69#@FB~54AbXoduxk#}ZZ_j3+yamdzv>#^S%E~QONo}Vz zdE?AbmWUfG*jw1(&&}R`3LVKKBm@3p`7ErK0!F+oHBiHJys+q}oW)C1%KnU}{KP~;zm`}x7v z`%~IHHZr=t$B4?RtE-!4>LTAxTNvjmX7pBCj{H)M43(sZQ)6KG$Y-1z+@%PG^tw{N zY*-X^vgA-KHyH4lNbd`qi|#Zpld9H?RWDLQZHZSD3?tEZ{}4sNH{9gq)_i-WBYM5V zP33pv0CRM5>KPicm@GB=dd*LXgNjYw9!|tk`?sJF%A6GQxC!rI!PpeRf8Lp{^(N># z_Rt&o>Bm-E3}yaaFz~x|0gC?xK7TobkB^VDbqJ(tUQyTcmms#fZ$G3etvBW1D8gI& zoKV!umh<8=ia&g4Esl!BVPx}zvqB#O6R%7>zhty>;SJVewoE+qTK@H96V9}OlkJHZ zbOHuW$5mHODKqZFMZ;)g}E`MsJs z=>?7HicwE5&YLlYKRK(Yx#!o6n2bs$oj;DZlI9{-YfXd1Vi|rj55bxbJ1P3p_+o&` zMd>$rmU*69F~}#2tE&@(cxF|-FXXf?zX!j+Yisrc8A_+l$VZ|_>F!Q9cyPnJ%OSt@ zvM#EX%Z;o&1GsPF#d3tM`%+MmPEEA!TzycdLhAFdE-J4`-`gwbFcm|heKs|7oo%>c z{dF6ea#B(#eTi)E4<^qS{KP8E2bPumt_Ymg`;At+W33mOGgenuX$!O@wSNl6#CYl7 zarkK+)BPOn_(V8s%f8#O*j`wB7q`;W;~W?J>4mv5gTs2Qfv-58039&-d55k?Un~4! zK36A3*Jr!^=>qX8-(SVX#v+Knc!2;?*00w@goM9AvijJ)y0Emgv~^{CVnS70o4o#h zNFh@=WyZFF?WC%2jYdf5`pfpu!|_j?$G_RX^9B|4sJ*_?N_kD~^SNQKp5?^uuA4Td z)U*fRd?<5ZL`m!sIiJxlWcH?$;olP@c}g2+GjJ^X01kWG%uz*4GMfqmC9c0nN#gl@bih4T2n$BI?2ILAJFk;PdaamEW9rf;v%Nb zKg>6!H(x3hbnaBjCadg)X{xFQ{+T@ZTh(LwYyTYSQ+&L{t5>KIBpf&>q9Bd$O<<`5 z`b8iWcIRAMTPxD83MWwHNAL%k{{#5K(3cm1lD`4TNccin3$k8HQD_A6@GC66l%S>&zpwbFxPCrPZB%6+cY%cG?C_X(RzfT zY1M)=$}p01#uq8J{W6#`>qS*w9P)e0U4of-@~na}0m)RALM(q0U3&yvk&}mygj};V zO7y)!z69Neo4a#3T0n&sqkMA9$=1l$c(Kk8YJwwq&tyvn_~@$oKxzT zBsr{fI*h4l@XTN>f*_(6-?m`EIZsJly>C{rD>On%;%1*@?JKI%ZpiuZS7T_UK2=G~ z_5Gzmrq(IlnoPt}7v^Ixi{p8hQ)NMOhBtfcUE77`MP#1H|;4aD;*0<1chzw2PW0rkDar?7rxcdZ~}Fss=ofTtd)xwU zEh(QZr9=o$$Ghi_Q)WqrApPgnnL`cys#eWbI#iB^-NJ{xAONHNMgC{7h90# zIk>oD2Q!2!+z*Wh`Bx(CKQq&?iSK1T>m2fly`)!C%}S=Y@m`2Y@+jGK5#ZDHLPS3# zX8z0kw3v;aM>OH=>}<05Ogf1jpGVsaCND2Q|zLl0nw0*Wj9Cx6s^pGAvi5-z4~a2{G`61wxuuMz9BX=E#+X=%qZB}vI__ZV6zL! zjr@U^Nt=2!iVk{iB8V=%;6#3zi_pa>7fRP1S`tk`$7O~?ypRwBYF z48%FZv07yvehKAj-A_E$Z-;6x<5>EXZ4~v z7HPS;;)~jgN~^!&#|Hkx^WauqF9aAxg;TvZ8VoOTYMyZCwLL<@%&)kK=|_pO%?1yfsUPkN;&{C!%mrDx@99+1YheODtAhQmlBO z-SpX#vmg^IEAnGeQT?nSO8`Fkr>2qvt8);{NS4>;)X!#WI=}S%>AvD99KGLa_s!x` zk|CN@#<(#d`q2|EuF3hFaUHp6?hsb5MD?SGmH-q@QvuFZ{3){Rh@)V}S3eUxOL9ID zz8DKPecWhrEHy3N*qet*y7n{--(#a6wJ!OWPd@`?@@sl(sZ=%v_$T>U4?B+9LFsZ~x;qkrfzeWQsNOZ*u46cmsV(3DRE-iSs)9H1<8z1~$0d=go87#hPCuu6^#ByNtT z56|;5rl$=rwkPqdqqTdj#@3~>*@l%Wz|K-m_iRJ&SvY(4W)g=rn{zI=)XD`3eaXG*gVHn}KIAwTUqvy45ia zJ`uE~>Bpe@rmx6cY)Wl-{FO@8!>w~wxIKvRto0q1{_v^i*K+*noG}ww=ne0_fr4_l z)0*R{#X%d~BIekJ^TnIH4q^8}$!Mzu_UE13LE#wEwi~TGtn}O}Hu{p^!XWig99?x4 zUhaA&sqW7rigNp~Fgoqu>nXlW=XsvnEJ}Kpo?q2YU$?ob487uemMdN?@A6fi!4k*i zL|_xn_d;4)Zgcz7%Ug*g?_ACt=$A9K*W zm&|R1k+GtcGz+)4@5#8B;lptd3_q^=6E3|yzzvUwq^U)K{WD;gx=FzoorQpM!(1W1 zS3K!cau>31GlXQX(AnlZ_|9E@h}!>KoG0R82jvV;(D#wibty^ltScfs%beyuw#Bbi z6G)#_9g*(cu3Av9ZxNn8Jreik>T;9I(|E-fB!-6oIqqyV$B8kgE0YO=cS%a}mt4Y* zQ&VpbFk&u;D0BJ^~}nG-|S<~mo%Xj*?aG1qX!SvfI@p<(HuYPFKe z&KV&C*OvI_{D#FEu29PL(ne8*7*31w%I%3zfzLbn7j+S&@v%>u>Yv_(b(g#WCA?+p zSuoseoATSr)eL!~jx`EGpbEGfto(QpU- z$g_MXI(rp`9sfwefK#qRkuuGrb8;LSY}X$B{X!Ba3c6C5ha(3`dzHuQ;U$w9SIo#* zv%j}grUh(ZJ5QPE1zJ0MM4ZTrU?3Kk{!=py-0^~_28pGTqVi}ySw@84P2Q9w*rLRf z6MJi`nR?Q4M2vHho;LZwF_ z043}T>e7%=7Zr8a%Km*)x$AwPC#Ks;MiAS0kt+wyaQ43^weRB|oaPFv+xF&Uh~Rm7 zQ!dy}wS_e2!>|tImq+LI#`dHnQ`4aXA@5-O8QcJ0Q0*>!Dw@ldhLy-{-62uCA6GaE zEeg_?k(B(^zmHq$*+qHcz=nghWW7Xa5B9jhlu#q%nfR{0BpoXx(bPX~bttSla1<|Z z-M|Ah`;CT*1IE4fw|{~{*vU(P;PH7qg8*E|u&_pauvI@Wxw0aCt99XJwDjgk^&Z`q zmXGR`k=d#M68tZyx0+3MbJD*s)V8qRh(GVBfcnK^4f)D>5E3Ig3v^(HL<8*s5{eo; z>i2UTHYRoK?_WHU3=hAxW_tR#!>GfM^ZBIP zf=@55$@mtiH$%66I+jHcd z?0tjwr~+wC;meN)t_j3O6=a-b=O_)~R(wjnerTjVbVR!CrxqDsp@k06!q-1?QF-@& ze4E#m{WdjkxR70wnLA&HC!xmRmhQ=&cP1bUscsokU9_^VC}F*9SlFo{*RD{-`H)gG z9p5DiY)~n=vxD(bA$aC64diwx5t1-n_ww7`v(br~8;oo;8k2DB*Ae*l2mFz*v-$|# zz=*HFY8;ah5xV=3H1q^~Rk0m%eUe=FJ@1VW(LIuT8xCjf_E#@#weX7GN@hP%ctL z_ZaPoc&g*^=lhMXfdI0ltf~;~&-dnT&T8QF^z=ah{Jc8ZY6JKJ(KPh~1QS{OjbZ4o(4-mE|N;UunM9aj)^xS;B zNJ|(X2g0CgEYhvRPaEhwSZZ@R$1yW&NcFbeH_(;R9qEz4ouEpl=C4qZNR( z*f;}3>M^LuXYAk^pk_o=R#AE3=_%;6F}PMx_;dMsAD#!$K<~@7B+wTeNJp>AUl)zQT#IPoSZJLxL~XsX5xI7#c3t;Ui|%Y>DEV@4h%(@c`#T z=pGtEdn_W-)OtHSG9qz(bbKr$C-=TojDaB-plH97vkD6f+twU;YQv;Ye*Adw^D5S` zB(Ih?OH-8+CO2-4QSF0}o9Pi_ej6?wF~N-VWnq8gVkO1`baElM6KE=v%cS#Q)@g`m z`#eLyi2)~s*12zR&~|*Ek%lc~f!g{S|ABv(<_i}evv+GT7VtZ6*lswx#cUAc>vDO( zL>Oj9G6X0*K)9_-i(ki3?M#*-`A0@#!7wl|$RnAaK7Fv;*WLXE0^;tjt~`O2N|^ZC z9{KudD_f^_uGrQQfG{a}RHdofX5|0wzy7!i)5FB13HI`p; z!2}a;qYDT5*?%Pf3r$zQe377I*OUNZ+GO132Wbm8!5qyO0T8}TqW|D*;Tb8Gd@|>U zt&zMDph2)32w3Xw?Ok4u;6M$qz#0#za=&Nx=6rJ<5B%f?SRLMoq6 z>gfe=EVfx!9t+6A2to;R%;T&-CO7$tU(i~;#C$ZIbT{x4~ z*ux`VOL=1+sinz84J;1bXAGguB38+;-p^T~p6`%uy^&gdymi}<;0ydA9c4j*;Sg2n zOe@KcyvYouBBo5Mnk1Bj7$iCEUCId^vuT}D;9kZ`_pK2vp#_}##zlbC57C$-I}!Bf}Yyd}K3G0@gN*v3#Iqw;&yaMWZi?}%qinVa{sz+!(ZSy7}6_t+)WcmU$ zkhsKpheA?Q4PnSXPCl!u8VpPicPp#r(S~G2*L^^o5Ua2E{Aj>If(gImh^6a`=!%)#N+kU z@|@}-N}k%6uZ-BoS^GZ`gn6#5DQl8iUo~oI>2V?W`NNCTu*F~XBt#0hDNFt(z_YXh z@5UeVZeDE1jc1y?Liv*0oLXLwPwX2jr}mdo*=}h_L;jaBFK82i8sNc**2LqYCmQKocR1{jqk4Jang3+{*0_qsj^~c0;(oS{3>m z2M?}C&b*&{L>d*`P0T_w{1GG$bXLH&8{O79#B*xW9oha$mcIDF@Ne z3_#`0w>LI62RjDFG^D=5bu~4oeSOrvicKa2quEEp*fpCwz(4`Bh6Xmo$bB2@k zF0ci2$a+=G>_#@OJVT@AYMOvl1}+;eI&Uap8v=V@yj*2J7J&LpA9|r$Z*M@nnD6un z*_Xzj9~s5GDUACH@>Bv_O^P?(SIdp2adFmXZ#Xaxs*8d<6!Yl7{Goa!%|44}D#R&q6@fa%5? z?;nLoGehexqoW$fqXmqu4j&>71rNK7`(iqNFdyAYVDwJ`(@3j^mV_&5M z^ChTYPmb)cp7#3$kdka5S(`){Ue0MTN`85X7uyY) z5N}~+*Ij8YXG)Ua;(%FIGOew(Hv2^>+&pzqJO1j$0L#;{&2dXQIUr^PJ{%;!(rGFN z)ae&S&rlfsZf1AyeFOZ9Vc!e6Iiee$+@OH$?;#{bb3zg{9r$zCGdnLMCKjw1M0_CiR)b4B@s}^;lw41h@piGGf&Wf3kyz@DdvvpDoiU{5(X zEPj7^A$&GzqU-!eO89!GVu}5=q;|@$mrpsw4yNE~cRm~+YTp1#$TPcNlcnPf0G#LCt$)?5T^nI7 zwV5M5vNooA{CIfiez2na{3nN99fBn6y4^WR`r&`xt+o>=nSw6tza4~uKr(Nq_lS;e z2M!J3IGlgNJuC07VQdMQiyUEf@~b5Hf_^$_-l)2Su-~VF0=>qyCYS z1cK4gk>N~IC;P4Etv;2c*4z&pvbv+h>U_GS*nL-1n!Ui}OvK-ndR4;{A9dnSJ`; zx}+PBH3TGrv5bZ?MJU~79lq{@rruhd96P$30L?JQzYA0Oe!|`hV(&4;Trc<%WjWCX zr@A(Jw&}Gek1okdt|onCgSqZZ#$s|beu93vhlJxJBO_6-(Qqh9e}WegIWz=r-%eXY zK3Gj#qdjQ`zQQsx0!t?n3VR_^POF>~D!q+gZ4htZbE;OP&SKIPP0z!Vz*5o}=W)EQ zqOVW&6CXTfx&qD0DuCP1uXl~f!a|K*iQN~;xQ{F8Y-tRgPcl~;SP+9X!a?PT;tD9( zOh$4QSaqr+0b}-=#USOgXV3VL`?*s@ym)nLY_T<<)4hF*%;?LXfn75(s!>s4#bV$M zk9gF>fn+b2wUtdj^~)d|2$C=sxA)}lSOk=F0vw;@cNwl6?-Kcw^htVmw;Ys{kcLdzKy~b`L5T1J_8;3g8)GKqQ@>~m5(8VD zZU&U%fY4@RR78YCR;`!dHZf*69+#oVT1k9qdeb5^=FT zj6e%;STyuph~7{9Tm$X@){Wyb;|>hGex3IMOS$ zKBdNhG>%JixYcS+OF!h zIrIDUe|8q*_p3{}w}@c2`-RmUAm3)OM)aUFZIpp>GXcL#`1lbS_IG_n4mzzFBTiCx%fr04Ilfq@>Y4Sr zHU^TC(H|i=;n!gla1Y+f7MFl()TXR3Vqd2Vh(^rJ%%%6v_1{7%<5I~l_8JWPNYdC^ zGE*~l3g%zM(Fc)!PXQ&$LZizQ(JpmQ_1WI(*VH5Z26zJ2p7%H_WGyx`)j``jVbUz+ zZp(n0Y~NF}JpJ;hz|D|PD2yu=!TmzaZqdoQLphO!z0zgPFjWGQ|>l;_>=F{tNg=MYv0wdqd}yV|zaTFoqpYvd3+YVZP*b6GB4Ad;%-hlv(f|07 z+sOHk{(siM`_Tr!8<1o@?k+bZ48#BxniWvM?3yowp>N0k`M^=(?ke+D{&MxFmf~ z%Xjdh4HLlJb{D2frLjulz?~=$1JONXX#g210gxR{P+vE)HcN)py>>8At z6EwWhM_C*s$c?v-iFlh2n47ZT3a$^NfkIqqa~qg+WT(%9?_$e`A_Mr{C#s5qg78?{ z*GB-#3CeELGx-4c3U>ftI|P7;(|U@9<1ci^gJC(2GVe=A(fb=G7%>QRfW&tRBBmms zatQ$N%j2LG&Esk-@6cWN^@X+6>I7(xR``wAdY+BiejnCRjHBnNTmUvc$`|ARMBHjA zXV&QyfQssp**56g+AU(Y{RUu40t7!CpWX9oiXAah;PcJE(E*3CsP#;(P<`pt6R>mu zBW)90#s3>!g8bCU$;t2JrM8e2$2!d#TfOfKC4ecN)Hk-sKoepyMD?TSNY!%og^Zrj zkGVd5Kb;%&vHYw6zC??X^jzqkDm=ADCO_FxWdYJ6<*3Q-Y+byLZCwzEcR?=W2dh2t`2fb6bKRRItKMfDR=>Dym4nmo(a3tw z$Z#?mb7_%Brd(!C9M04j{jeGm>&)Mc2$fdFoZ(4m*l$kbn|BWco-q|Lh=RsZ=1Yx` zltfMmPft&0ea`35PBj4*^sTh?(@Kn(Xyw4h@gd-89gM0fm4PTEOoa>J6YN1mVnV`C z5SU{(W(698LOo|{iV$^>vg zB*Q=7q$YP=Jpm!;t&)zU@3)^gyzAr2Z{a9~9ZCTLmT)d^ViD|oHBC9xgPN`HZBSq* ze6XEY;N<8CI8CBCIXTwzjb#2%RtDfigE|X|u&}U`y}1MK7rbdvpFe;8eYX9xAsUe8 zqE=T;cU*<|7QDFw(Qwy6=7+opFw0y3#OeY{Jj8(o&?q!4(;5A!u)>>Wz;uENH!a+W zYo^da`}{u0?(lEaYEC0+%jyT*0!VAzVcnJW;HjuMl#@jZD`AY8E&q|KR5UcY0K81` zJe4;^zVZI%&PeHg%j7;&@^Ke$b$#U$C~A+uNl~_=6MgaK9jum3EJ} ze_@MkM`@RJOizNlMf5>dijI8qRw%NEmO}~TG96T4MbNj5uP00nw(Cn zJD~Hy(U8m*fJ%gl0tYXxCNq-6WK!$0D8FXc_3QhVtXd=!Gc^5%OV=tN&}8~o(H4!{ zahNK3prrH+zB;#?*X!p?WJIWaek$teGJk&zO0D5asF;`{)EF(beNB}ghTcv};aBIe z*(P9^&rt3D*pKYGfl~t%$QjT&t&3ZP=DE1nX2ofQUN66!5c}RDdA+$uZ)pn5Tam|F z=oO`*`6Ca?uGEgR07u?+qTixs_vS+nu|kJ@Np$!5zHc(`)h_qjCo%%y26|u*U`>s$ zt{Xig53A88e{{SP&@q}@gd7t^@=CGQm^Y|S7B6-aDqt1%LNcUwSefWqI;J-7K+EUe z1!bn0a=$JJFEAS2#D#_i0(cY(8hZy)XXhqYmbuc%#R|`VdmSGz?)=*P+x?zzp#bts zMi4xr@V8;sTeh%J#*Klu-mh(tX1sj>VKKb&n!nz}iocHl4-eWL`Yy9$nePVGvy4Hc z=#;Vx8O{lO4dG;xPCbI=Wiaptm9nXlO+!O`X>LoW*QH&2^Mh-FCF82U_pl$3CO6!9BirV8SDKPUL zYlEGXWVIX+)CW}vjropb+mvDXFroh9t&V7l!2&S(2XFscv*0UK@A^d+C!E`utS zL=QaSBVs8C=6r`zc}M+G8X5Img`%K;H1XjecLJdT!w6!y03 zYHVDxcx2gOQY_Q`rJVipYbhK%#pLWT>i@w7l=z^FUZZpLqsS%RO6i?*e;iNRwae5%6(Tp8;S9F>LLV)usHP&sCYQynNI1j5pA zeiV$i{Vi@N?a(euKDXOgK1WNgyLkc-5 zud{S6@cz|T33(i;L38HVP5_;9v}7(Il@&}G+t3$B`R zjfd>i;XWxOsv%s<+#T7!g7w@%{r>wuojgYXZ$=0p5Nqxm$SWULC=mJjhYQ#H;wi{> ziE$UJX6{JW0s5Dn4@~O;Oeli+!gqpdI`6sYSCjeS1i~6GiW>$h!CjR%kD`WfAiXI8 zg&Y7=oiC>dZ2i62j;rDFsAM+-p(}7+$$a1wd326{oL`o9b?w#oxv8LFT2Uh# z8s18>i{&WQ$^kUj9OxH6hj*9V==}@4M>wVP`=j?FQjeRHlgl$3J+617GM|7|<1*mI z7?2;0Z=ldAB8u?1&zYUSH)d;iV}P(2-CVKx$sE@$41_-jM*jBud4Q zJt+{(9JDZWfqHSK*kjaPn2vG!Yz7WEDF&Uw7%i98`RT5@8&EiMx~<H;um2b$u}_u% z7MSf;&t=mwJTw7wKE8jw{Mxc=3BDH++&7y&1H`B2V1CQYGl9es@aSRhtM|Ts%T0Xi z^~?8K?9vu9jdBR_AViUSYfOM`mL7~cB?D(!=>QCMvQ!8T?k?~)O5Q$V5E(0*-Uoo zby#z-=1Tm%v$zLbw~E@kC$M095|YeO?%B1lQ0b4rTq;$5{uOKs51RLM_>U!*Bi_m3;g-&386 zQlDMa-kvG>xlx@CMgcVaVk2s#H2EAZ%nGW*G-zoB2$sbtQqJ$Pcl-Xbd3c-nAo@pS zoO9P&blE2Xf64}$V$u|E)V7UI$MxEE*fjgGb?QNmW$rDA)NgAomB)Ra_@4G{4tRAc zwDJfnk3|^4gSkYW_+FP$>Uji}x zYj=8<;&UXnyEbSO`>(ej@hnaD*xy4ts?dlJ8ylJxLZ|Tqv6CbECf%8a#sSIw5 zLDLq01Ud$WxWvRxFd)_sC=BG0fWHy>NGS31XF@PZRl8H(_w?!0cbw*3(T^fYxdOoG zKbRA!1=9pSN=k4yRPh9iZIwg}?B;`}OljupIc7bCPb2;A6}_VeK(oukZnV(3XV%ZW z6i6mZoeU;+cVPl5fxe9_zrk-(5eJ@4={{#uV5}mfbJlaa_+~@we#zkeiiFzlhRegl zL)UXF=j*L#RtzW$7Z2Svo4o~~xo<%EFzfxy1of;#Z2l!DNlg)0dfU+3b7!dYgV}6 zu8r|v|5~^H{^o-^HSE?`jDSHN8c5G|+nuB%5u!cDgfoE|dl zjiL0aRikO4p*tmGXf0(XT}N|n3x@zPsF;FJ{2#UY)XsuxHW!$~v8!3fgW)d+U}y9d zTBV#EY68MLbpKaovKXhD@3mV%MOG{bi>Ba#1)mpM-vG$CYeQ430v$f@9<#ZZ5!a(Ppj835vYmHc%$ch^&_%zd_sau~F#`|q zB^Y7qfHDCZO8!M91*+`7D|Zjj~4 zRM4FmSv=Z1+ns?X$DpsW02Mx%ojW{e!zCbavaiz|>877Ol4ZW!PujNc>@tdpG1*ET z5N=${L`Mh(YBt_aH#)i1p=LZv4+0nY=qCGq9`2fB2i31Z)>SR1Jh=K*OGFq6W^ zUWe$njDsIOXgY$l9~YZ`u#HPcgTHoiHzzBG^b|j;dNrZEsx*SPkkI~6pp9Etvqv*;+=@@ob}>Pn%WH;G`$(93M@?~WjA!0~xsA}D90 z9J>2>mz!fM71hOnPBNItN}N9i@qwJFlpywrmZP5d{S6z%X>Tq<1{qSbeFvz@c=Z3k{Ey>&uduw{Mx_`IxHKrHm0rUpj*7hzoip9>p}jp($Z#goOj5Ce z7s3S*Y^OBq37Ge$X7xr_j3+8KEy_(A!A}Dc>Xg^;UXs@R9lxpvPk9IqZB}q`3HiNX zj|1s2ywAk-*yh-*J7?UxOVPb6iub*HY4md#&BE@#<-@KIX-%6B<_!;puIl)|DGR^F z8@o#4njrG$xkh%;%Y|KcJ6Ps$K~E1F@1CNYzrU_H8?r}^VTz((=!SIjia1z$Z;3v97tk&J6k42I6()swc;-~}6s~+S_JtTOab<~{Ki#bIJZdFMK8H;P zQKk7a3d8Ucmu;k%x^4Q&o^?F`vO{&}^O|b;?y-MK?9hYz$|2Nolq*94ufbN54iy! zk{o-~v8Q^tFLAIfwaS3ystL=!7{tjogfg@eA9H8U++MtkZ(q>sho!H_2M1P`g0ygx zkdZpX$wrp3Zm%CD{w7y(6XXB#)1Jbh=_g9@uRNm?X?H60VVu|?G;82H@aWb?^@4O6 z!HeG8qytXl&j-51*+>gIFws7&-At~imC-kOk&P#G5bD$Pc>)e=JArF+;X^wcL0cW6 zbhS_?Y{F`myY?Ela-IX<336WMsAkICT<{UPB8qem{e>w=#btd7Vg;}QuASscPEjjdutv#&;i3%+F zB&Js~^2i&K;ORWeG!-QGVg#E@cHXDQ#ygCt`7y(m3W&!Eu$R~wLO33m-C)E=NvpEd zoSE{8kV1VPt5v&5#lhudbZ#!GDV>gz47J=B1a3y*9vz6C>;QKu*6(|&ztd{umTO6d z9=_~PZl*wewRxmgZ7x|MhwX}RKmK&+L*3VGGVdeYr$Zy+&e#2b859q!w=d#aC712p zRyYhh5`qOxE)F6iL(s7GP8!eHok(S|?q0QJE5Ln42#dv5Kl!eN602o{vH3!E(!1Nd zOnPf%^B}jX;*fChTViTmn{_ap{8wqcS*x z!9h|vcW!OJY^LCN!XW{Vu^FcfFwR2F>EgFWqz*hJ(j*w(73}=xa?;Y!Fp$5k&wE(; zboRCVazM#E<`#s`S7U2weK|XO<+yaOjn;i=ZI8cV0w2+)%kj&Ej*8HBdMcfztn7`y z{?@o>;3;htdQ8sU+R_~;^W?%&vflJYSk%&V?2^mp9!3cqL_7@@ymz-XME#8FZKKNuB5(BOZq`lc zSj=Vp_(dnX+5Oi!3xa|UMJI&|Q6(kd`w+`_Ca-vu5gHYq)z1%Mb?ZDqdeg>l;?{$K z+vaGQH`a3(CrB30&QDcDJ6Y)02@d_<-|Fjqe(l;b4g5yfN}=ncf(EKqeAy|g9`xWq!-jx6r|X?&`b6&E|)!}WTphKykSj&O-RJm0nEih1K0%~EeD#CFRIQPmtKj3r0S}N{rFIy&C4?G6&O_)4X!fA?ZM_mo|pc_0aV_Io) z&k-wnb>e1M{_08e_%Vnw(K-h*vM+x8$c7{<(bx<^F?h}O@*&Jj7s8~|^{D0w`NnTp zKgFjqcxl&vzj0(DxH`9Zua*6x!T0%^0moVYRHuRGL)yCU2$i0R(Yd%#!AeT;@oUOE6c-SNwX}?kKPSB18&aB2ByKi=@l;An>WlG-|(`guPi8@2IGAs zr@R=?TsP)lR>^Q+@$3niTRP_+5oL@+D}bsUj3iufDfKouZ>`gj#l@T)UtEDy!EJDu<}xycWOnLXC84e7g-?oPGX-=n{|2;8==K*#sDX6+alT}(cJ!N z*h(mbsyCEVp)g)mW=V?AGpsMYpyD{B=bV!CZ26C5}w4g;z@6fb|?`;W29!VEXbjBZr$MMu6B&4 z>hq~5{@KKAbu}K|MK=1vPjZnM53c!c?2A!5Tp4Ks^Y zm9Q`fX65v3OwrVD{hFcZ7Te%o$4O&~({Bs}ovDR**6cdsl@kM;CO=B-jn_qSg7!AD2&8mTI8*SIYDY zwMDDsrGA^w5s^^R z*P5Ta25fs?CtF#$~NfQ`@JM4zxySl zz!i;g{VjXRK2N3beh>XaPtkiBwl}6ELzi1q)LpOoZZ0Ypv|EXtGc7R%9Hjq2P8PK{ zC<7!)M_m~ZG{-A4DpTk*BiukL2GP*yXxgF*^ouERx@bVR3?xFRc?jOg{ejt&kvk+Jvx!l5xrzN(ZR5(f1N_$Mgq`LLI8&bJHn}m^+^`|3WAO>em2%#^3@Z& zhiJgW0BaP$DvXXJ-h{-v>n#GO7m7~L%6t=@joD_lG%_3Zs%V>e0{VnD0Gc$6NiH}Z zF(phnQM-C*GKahpzbkRsPd1+`7}HU@;Kq1VCjVSbqI3JJt5p22YMgO%$rg_01W8t2 z9`II9r3y;OQo-R?5!(LUPz5q#vbYgPy(jy-Ze(tt`JnrVc-hAGh1oFF+y=e8PtT1P zab2D>#@yUm6N@xU!#U04;-}mg=LKD)s69tM9(c+A%Lgemtoio~dA(4uSfVP1x|L{) zC)%!6U|F`arui!~>agu&_M%uXMtpEh%~OhchEBmJSg}Q%w$n94(Z=JGPeyin`IscN zd1A2QaHdM_6QwU6sFoC5*XMb+FT4_$`2yk9DMG-5gwm8|CaTH0e25Od-(<7GPq8Ea+W3cogAi^bq*yU0(=?R;caRCq4w{7^6qiJ& zX8JJxt2r~Xvrn4oEjo)W)WHxa4@)3T<*gnN3qQb%K0egfX9PYeDy`+MwYtSxn_mdJBf-Pkv}cn2vQ5Wg&Wg~EinRDK@Q#>!8j7(C5X_sHit}#+IAm-@zNG29U;pprFT~eFSFO zMXGIeV4H$;$v1oI>nE;YKTy|z4%Q5+-N3#QP>m{;R&?hDhvc2xw}}vKC#cS(fY5Zp zY|Bnv^T2j#tC_*U5royE&P{g1VV6T(mwyT(@?zH|B_L%r_)?{UkkiD2tPA>Aw{voH z5$vZM2*4Odj}e;JuwAL()5X7Qj`nSWC0E3t&W18Exk3Q`FaFWWXPF?coaC)+ljz0~ zt`1ow7eO3@(w?+=YiwP-h)ul~I^jtgCZ(q4y}ImSBuMvsp%RRc;%NEw&bMcFW(YTR zkdX{z7(g`~BvgiCKkSQxH{BwmqSk;wT5LBg>WUw0Tc2qGTbFwM-uV+s=1y&xWDJ~Xi6Ms?5p{o4XwkJI>oq$XZ#vq`?;0Y63Q&S*(omt zKMJ$YU z7;IF1c|t@Gm#CQnqZKfzk0DHzyHM!f2EgcG)pO_hUjTH5wXOzWV5o^te;u|rL)6iL zAcf4~26#JR=9h!QlTG*O@V|c`&xHl6@7+&8`pHhP^o&8o`fp2MvN;pMWhixdqibtl z5)&tT9X+2uX^;E&8%Uyj>8-5~2XUGJ&i#MvZU29m`JVvh3;{tAAkkrkUCJzQfP)?o zfYZU5s}uw0xj&Et#9tBvsxE8929cqjECbc~u<-DDn2<2t>>VlG0M!R1zeD@XWVHLd z69O$nV&c@)6zrSkKzoD^mg4L^q%!~ok${sgwwERsa|>p7z8y=CdmT%w#PH96hID4` z;;qlc#lU!0pWkk~IUWk1k)8SeWNkFxLxgsQblY@`&8d*|D%o?J9@iWc*w}NHMx3{T zgqKxg5{$XCug{^3;ci?Od$a3mAU-23GD&<@k8$Pj^6X}hdL|IQs(!Cj(goc;TJ@7P zz7gk!$bxZy?pbnK7@iqKN-9hb2Lv!5K3H&^wm_JQz3E_Rsn2qz7QX`~02OGP#UGYK1&Qm=002Q;A&?f) z%p!7GgsKJ_cir+Qk5h5b(rWi1Jq7SU0mv#S?Fw>orhFOf5oYG^(M)K5wP}9?@n$!N zF-?FnEI3q>gcAhRA_y^LG2Y`I8*2GA`_?kM6U4sMOg|^k5NgsseDH?e-E|@@08CJ+ z5z&NY6+W3!Mgl4Vld;BC8X+$ hB&`2OBL9J`s)L95^Y!Cb@Gl7n?kS+|

  • -`5)nPzv2J@ diff --git a/master/_images/sphx_glr_01-vector-add_thumb.png b/master/_images/sphx_glr_01-vector-add_thumb.png index bc9e495676cd2acf9dfb1971503835965a0ef74c..66e610bbe13989dd318e59892661d1bcef21e755 100644 GIT binary patch literal 18194 zcmd74-i6!55{#k?7j9{YtA+17-Q}*WyKdbSmanJC@46xGLo-QP;PyKKV%qp;S)!_ zbPp61>2X;}F*Wz(t!X#+Ve_%(J-g@}uR(n|`HT-`Vma6Z?#k4X%4npS{?8p~(}i&* z(Imwx{h1_!nZk)A?}*`}Ngh+P2K{Mp`+DVdb1G}7EKMOd{O6#i*dXXb9plTdFEM8$VYB}G@Oay|JHY9Y2hErhnSKWh(HNCKls}|lnx&eh>!aj?O`DP zFGRFxAinr>Ny1Qkaf}d|+XUhm^Z5U-{!;aGf%m_^L`VP1SIt!>ZXeHpC!~#(mWUu> z#lXUHbY;4qDNX;Wr0M!ADmw09nYsLTjl%L)0`U=A&xX_#0XN4neK!uXE_}-nRfM(L z?IG(5Y%2aQ1`VEk0>lVO9JM;vx0|kY<*j+_&unqq%sBZ3(BNZpo}?5i@t^_~p-=Lq z<2DHjIo2XiGe@l*oSY;IiyYE01MwAKWf6sTn>`c~q9P@Yx4!9kQ$GGUVvmDM%;TfJht3`jMtx>Gk-4cM#k*Kih%s(|XMaE-8#=*g1RiUGp zCj8Rf{dp44+lT!8UlS6@EJL0I;%m}lej_~G9FM`J;%E2RH?wUx($J~2=^n~@!RPo7 z!`RsP^z7_&e0-<>oqI5cCUebxQywcRHsfVMk6wHntazhoTf4@fnEYJK+WN7qtSmfI z(oBPwz(oe8gG4DaPcIJ_N#UKC>A-R84jW$6%6vnT$+Mdz6$#G6!w1mR`P{J48u*MprBy=p;wl4+o>Q>){-Z*MI25B_uHM z@N&fh?tV9HN*xfs_;7Q5(o}!3U8j)98N{kv`NQ+bTKXep_phLPdwY8ss=10|BtP+a zF(UfJKWB%UIB`f>9C?*yCrm}_{fQXve$r3Z`bjYd5#X&#%}|J$)fd`r(PqWcVp49@ z8Sd|YchE{K>sHZSW$wQ=MithjI@}2ga|Q0@>n-%o`Li?Qc+;=x{4U=fSda;wPfWOP z^SNJa^%&Y!O~P)_dP2hQyxN=mXTp{xI`DLB!#8%`!Bm^Rk6rBrs0kMA~{lzuUA^^F);a4&bFtu7YmE)0Zkzy zeyJ50yZem%&y$TxXsv6|=L%0c2cDsbyrU)aXO_XEeKwTRR?hZ~Ze2$9zfaM3f`XK_ zQ109@;`FPdaQE_y=XLiGPv@09d+#Q+TX^Tzt+^dMAD_96-0M0IQ_GvXDe{C}vwC{J zQ&A|*OSK^Q{%##dXy_;QSrAKQ7`Fy{AB}3ddwM#aOuKP8Eh~Ja7W%!n*!h6pnd!|~ zG3(3c8infX9%0st&fBjE_X)e$x*76m!<^1mZKZGTDT zli@4jIl3bi@cx_|D?F!CiD}!DSI?z*)gha9Hg@U>sUs&X>z)48pcDsuihB;Zh$a-h z>E>xFK|#cG404{pW2zA}eEf8uJ9qp_p1QlgPf9w^9=o}TmtNeQH5&cqu&ZiQak+Xi zA42mdT@3a7cL>c z@mKSjyt8a&*kB83aZVl$CJQAG_`SZ^|@kH0I;V5%5xryrX#!OID zQnKv`TRqf~LnpFrrQ_huWy$5|U3BzeylAaYGG7dd-~O7gck7*QL+ikwCl&i-iErTf zR8UV4)=R=EEb1hjstf{M@$^XZZx!B08ci?Mqjj+q{=sY(Zfi6G0_D0&Pi=d4wS!E; z(QxG1DAB)^wm9%jWc+h=z-<4ew70Dw!T`a&YuEfKPGXg0Jo5bd2=f@Lqi6J9%JOdt zeR(;f6Wh}RrPC|7qq>NQiHOyy2L@g^{Lb%nD$KO<3qHX~%M|lr0b9{5#pum14WF=! zAg&rql+fMCxh9+&`Km74HndLsHHxs@nS+9@2a)S~?Tzntd!GJy6aQ6GP-uQR$@tuP zbwqZ{!QG&NZypVKX2-|sCG<|jyg8%aCRMaZp{rnu#hAsY9o^~}-b%~S-*V-~uzFwE ze^l^R`^l$7Ot0fSOw$2s85xwMms{F`#|aa|R+AbjCHU%wv5K@(Qc~V$OYvrAW`pIH zO16z>7ATE3*Ipkf`F^Fi&B(%;f}+*rBjkH^L@MNU{7tvYR`J96IRu#%_gDFkr1w;Y zj=yahulZ$rdu{3->IhLi*!(^Jx?>V~?Wi3b z9KLIn`ol>O#pkrFT&TgS^V4d6b65WDWMyPvAljklyEV=kY9UY9=qa34dkYayIbAok zGBY!aO}}L_aA{%NJa6!m@**w0nsR-3`OrOoLw;)PQuv{FPm|T+;p=A(PYkdv%K0ge zCf*E|X7QI0kT4L5*8JO7fHd(ARv(Bw9@}MHdbml=cPO^F_uFSa&H!98J1qo zIT9Wat>Mr3@m(zsR*4z_4e91!xi9O- zk5AKeZd|rg)$-Th3FR@RmNVakk4fzKRTZ8zvF%J$u%MvhQGYXR@(BzM<~06=_UqTL zuI_H*vSwJwhs8AE>l(^a4+ z{^`ng-HyfXTuc4ga+1x&Ps|j>7h}cx9uPQ*BEG^yLqqk~=Ns84qifEBhl3JR-Uofy zi0|Fst{4mYHgJ$uc9b49_qnPYsIHyhA#D>8pem4fu`_$*1U zg;o=_@Hs}Mjo)(Le2QDTp-7&tX57TgYJv0Z*AqXPBS@d-cpNN4u;Nou^-;M^wY;Et z*9M1~tejjXM31DD6o>h5;wF&KCQq zrlK&JlqYkKN9}T$U~hj(^(Vu}7lmCx9+~5uWegi4BO`-!dZ4v6>*vbS@^bKyl{34t z3Q;>G;iI9Fv%}`xe`JoUTDgy$ZUo{P#9m_TVIf8Y4x<}Zdb)c9E8ZB-2!=+5xNaG( zy;_~tWyN`D9SnhP;JHR$X)`WvYsFMXx??d_~s_%lYdjnlB6z3N)fK8;nMTl3~s|! zDu(Olqf!xZMkPkKg;0mAfAeq0!R(2b&>=tE!5hwLVXf+7SAVINO%z&K$O0hl zqKVCJte9$RqM~lKjD%H3Ek9N>{!fXa2&5aU!Sq`&I;ca~JrAwOxvfMYA<0F3+ZxP3 zeOkYJJBinhfs>OkMX~b}LPE}q6;J38|GG@sKu;_zJ5Z(RgUNV{`A=NizVejRY`1_J z_q7Ig-9GD5@w5r^i6)|LS4Kc~wSE{&$UM(zukr(X9P@-n_9JdD*;*z=4r3BTQJ z!*y^NrF765Mw2k%^;kcvHgjy9nf?A;{>itGc2wSaJ;&r>5dpF>b9FnkbZFE*T35B{ z-;>WSo;6u}&U^75!x5>I}}xBH~6 zbvp$t1!mL1)t}((w8fV${H!7pWimRX?me>eXd=4*aAV5y&)o=%|( z&ois((7Qg_xH(4oHg7O`PO&xZM#MfI~5Nbuu4BD(bd`wV4@Q zIJ5J0tgEjt^2ZPM@Q8@QcS@2aV~aaGhFe4#Olkl8%{uI;2S{Hu8d;bYJGB`iADwj&BMoDQ_V8jqM^tPLl4pNH(U*{e-s`khT+R-#uo* zD>2jAdF@;@dEc&q_p{GubL!tun3O~EXWUW6B}Qjn^u&$vxjVGx?O{rWt}_fIys$QY zeD9cT?w~b|t7gp1b7V*C(+lOq0>pcrf9&*9DYR+)_qXebgil5F3s@wzWp5K?e*MAX z`s$u)H>cU&+2;Z6dOMC17q7@hoD0HbD(Q4fqr?f0#JPX634BD2*W?`^R91w)J!1PU z4`jgT`)=!p2$5Scqit24P3GHaP98NIJ=oU#q5MAPvt$WrcwQ&J+QQbi_wU>@S{>Y= ztgkjk-Z8v~cRA)${QIPtNE%aLv-RWr`oXn3!9U5w)ryz|4>d)84_K()qqUvJvTMl3 zH7?Rc*RNIkg^JJnoxA~0GPFQJh4>YgYG_YbtLjcSz?;OME`$R=eS;Y%g=C#YofD%& zhA=Gq^9l=7J>^)-8+{t+@Eo?jp+A(oZ&sPem*f^Fu8O#(zW&Zv6TFwy$yMKH-{DLx zK{d;7UXY#?kB*7CZgv(;zuWa_cgBl$>5rrofHTSard5++Js(@mxCl1yBSDpi%VMG6 z)Vgtp3ytP-tVU3f{V99z*KD?dcRNBAm9hBurC^HG735T~V7nXb82N-<1!?j${*qv& zSxC95S6$|MLo6j^;yU%*#c6JRbk~i*8u9o8#7DuW+oreHq}I?p@0RTyN_W_j^}Orb zHtpEr%3D$??A@Y#o*wsbZ%<`K;45#FEh2(k0ePdqc3T9j1r0AvCB2R5;nS>|+%+L@ z`%d&Fep?=vdj?)Fg)r8W>}Vga^WSB)<_7vkjX?HHcJ(L!M+-{xk*8U!G{b3l=W$Ox zw2IhG?_ORDcwZF3#JxkV7*-dLnX1ua+FZI2$UB)Y8mOPFHlaLi(5#uzZqRv2YuCu^ zM7?kx^Nv>hdE$^YT{cq?)S_8qQ8|!CNbt1uw*NWort8FgGZY~cIOe~@(sl>dBanzW zT-;HNlc6vS)*;63_sZl&WBY7tlit?9mDYoSfRd*QNq19I$C!-}Y_vd6G5+Q>Q?X+E z*V-g(ru3WoKOF5Bu--Kj%ESrmV)`CO?WBWwLoS%=p}wCHPY}s%MjW41l3Peanv9N0 zN1xQZ!AyB15MP&apT+3f+hs{TO?V8Uj9`=Sgi*Jg{n^|w8RM`Vqs*BVPN_?p(%*JH z-U%7XnxFBS-|G~^{YD%si~OdTtt?y8fQ`k%4v|OW@PXi1>E$!&{r$Oa#tZ`?_ceM9 z+~QsKpz4Qb^$#WKxwK!}@YMzJ@-&IvBwQ}H+&>sh%iqwf zntE$ymKT=gWO-y0^@DxzccQ^VOOBwpa>PxeW8(dZl4 z(s!2&z+A`#0D}2e<7Sj27Iysl-eIk9|qJ zPM4<+woO;A^p787l{BIIj+Gb=l$rO~J2@>z^3Ko#(uG2e z-Ljw3``x=l?$?BjN~z9{|1ufAHhBq?bJtI7sfSF;$okbdjZ({`@LPYD)OMjSC;)KQ zc)D=UnV+i8b?cXP1+biFYq@D;z>++Y{*bPcC2ccZ8w-^Ql14e`dK5KSq|3|mcEY*) z7%DG%k=rV&P@tC^4cta%-O%{OozsKmd%Z1a$ZJ=RnPo-n79F1qGBzsuR)%2Gm>@y|B4vm+N*KW9S|h zM~wUSGjwr+Gttrd=p*1- zbt9m9NycjP*zrkBBP|lNK2dk69>4h>xwH)&8ur^$d*5_2I|zt~oVt&{ogf}h6#vurc3Th-rZ{~t zQ#^xP#bu5K{Ks@%A!b`=Y2=2u8gltj05Ttx^mra`$_}IoJ+1u?^{4apR8840!rOHw zE7Nax9Gy~<*2b#STDLZ*Fh#DuZ9hLb4u&d_T?SE{^*9X@P61E5oyoy?pSRnMTlKmg zm36Cah}(=G&)am<7cRJMqop~4dCr`_9|xj-cV&sGQe3WFom^FKif`Sr`HP}kRj@R1 zb@}fTlS+dOo+Jjkx9@`2aqia2SctDwp~I$A!ua?8cg|Z_ywh;&_%J7xl&&7&hB&pb z>+81k@A5p5$qiM+tvZ-?`{CQ9!_L7Z!_Y5v^hgLF@p}!RlN0|5cMm$7TXm%WZI?gw zN;FpEua3P#*OB@Ei-fBz&(4l}+Wgz#VZm=Tty|x9vbP0&R}n6wu?oo%>oSn2mVPYE zVeNnL_)zQdrSYQ?_{h17{i77pz@U*uBRK4QhO7zp;-3Hq;SDO5+L0eLcG_b;a` zWlhuUE%ZGlT;4hzFLPQcm_^5ngNMHQ-xn-4lf?jANByj=blghw&cxNPur1PBxW99?NBz?OtG#c; z1(ogMoY?85(^1~Ua^I*bdQjf>HzL-y`15j?`^CZjuSV9 z(NJIBA}uoYeXLQa!(J+NkBnOe)_@`c5E5I94HuXBB(dj56RJ9}BKN;C0drmon(N_Rc{SfDw%3+7<1pVUA7l6e0K*E^M@Jc>Jjp>)kD8y5-i+~IA+akR%<>;NrgRi z>FvHFM8;1%QCZYH7no-Pm)Wa2G^xI5E42LvfEpRE6M!<7F41!8-ueF1G^o zY0`(+-D^`8mnKwIjr%Fx_hqgA{AR;pRAS0CA z7RbQOm(x9yLbK8kwF4R7BwtcCcu6$*+^2-8OHd^Y1(v$$`kaNCnOX33E&$}LCnOPE z;snpMfNv$LR4{T+n*WJsw_`8R6NjX=&Nmztit@A{3;87|Fi?AKaww+ox1-_-qKIA` zZ-EMwzo{&VWAT&RV<+ka${vHY{qWYUZ`t|u^1(O(xKxkXgb@V+ayRwdrXAQnby%yW zT`7umt2%mmB7g%@cO}cbTR!pKCUmm7AgeH8%88S}hXA+gnNyDEa_7N74@X7ja{eLO z{$}}rUbN%^tGS2g8olmb`F|-V{0@zhtz9-&a(Rk+fDx(CZ z{>zZ~VV}Y8JesF+=PtA4GnF;Wwt;~tHvQVcYRRa+>*BVfczHa|(? z7^~XQkkl4!>2*#HHR-<>-{!3*q`9R|p6<~?ypxlKv^cQ%1ua!q^Vr#K_tSh2ZQu>nloUDd2?;sfs01eHvvuXbR{=c!MMrgHzpZtmV z!^};}3A2-GeL`H+sv|Hp6HRZwPAqsriFQZbC|z8QD|P~P$co#{+`QD|z@k5yuhr1^ zN(#s*kRPooUd73))k9!ndI0Hhda!pKHT2r$!E(+AaU*GAkzy=%lxp2+9KP+D4gxIP+zkO)p6UVFT!5?0V*QiY#J z6eXP{Rx--vHm3I#op)u3CyIY+IaO%A_@LA@!^3I(1RTgF z6>r8Ifxwin%#Lr(e}e`Gy2ADYpn804eQbow6N@aXI7?R~LAArJcwJG@<4VCBT(^DO za5g+rJ9Itol^3mRUCQRB&BKQeSEp*Y0I)uM^5g>mO=T^u(2$T$sj4cSq9^*bUqGQY ztZ26${DS21f^jJReAnhW-k$COqH=AvN#tl_ELT3BZF90Js?wK6T3=bYxj?;; zoeUc(J+GvC6?4**<(Xk&t?Un|n6dpD>x&n6LX^ApS%~(ccuJi(R!={BV{~9~^s}Yb zWz_fy!n#)OC9O^oN!CyoEOGVK@#L)|oW}HY6y7RdUrx}NANgLNF@jt$H>frMag=bAJ<54N@mAR)^7Roo_KuG6WX95_$2On;h~%`@N_2&HGC| z+7;IKA-1`Z>E?vc^tQ{!f7u|RAm`@$_b0&90){icxxV^q!-Ev@7ds*`F)`=c!iZ2n z9u5RjJH8Uhj;{2lto>I+0ol3Lwn}qi@qR2z=O+m{V=O>(s}-I|VPLU==0LoY)QV)P zcivUx4DHpck$}u!zeID!0+rRz>CS;`+}+(Z0x_!lbOj4{02zK^X-Nu(^7O2{NMpn0oy{)~td~K_eF707 zGpH%jArT!x?H8nr*(VD@Nrv{-)8&?<{$Wvqnf<;a1?t9#dn#LeONah|m^tl@&J=x< z1U)z*q*jkSLH>~doDWbP6^V&^Qv~7xo&$(Cf8m8=TA3I&5ZO7}e!oE@DxyCKbq)RW z{O_3e;0fw&q1#lp7Y!#Pm-w~6q@jJ@wdqP@%kPQ7cU)uH9f?ri7y^Bjx8uYViS3Ei zYg5X~_M$KBpC^CXN5H!{sw& z;Ok`o91CJUWMcocau}{D*8)5PxD}epC?)l`tETTZc#8Q5b6e4}lms%doT(Cw`UCgZ^C>94 zkkry~fPJNeuipJ2;%DJ>|2)r1uV0&_%Xsln-mxH5c#`8#6O4*iA}EqfB;ZH^x(j>? z778mIxK(baKRlI34hAGr_}AM!8ayFLBt5$Dz^}9gSreOH>${sC+)RBRzYApQ-mxNm|XrqeBoTu|3Wt=ZYh;$0L)WMyY>E`-y|5{;k;)!+%C*Is@>; zd*ZAsrgwL-aCJh-#XV^=jbt_by1P-sBz&?R!irLEsyFtO}+2pBiw&b3Dh+{ z*I<y)qrmlZfA)aa72bb!i z>gNgk>P0Td-vL@2-V9#b#ra=g+n~n;B54Y&VkZjHda)eN^$gxYr9q#Q`}7 z$q=O=B+z9&57_ba35ocxH2$?K&j$*0w;4?RI`OTEGBeH4aH!8zmTW|-QkKx;53H*+ z!!W}gs#Ee+Gk)Mxdns(algTGUJdUHoSIIV`C`)WKCw5r_I^}gaw_U~f+*did8K+^mO z5H@3M!(%lg#A>wQetUa+ZxU}5m&JW3&W}U6N;G$|$=*vBEURk+ zblU53iy9Ov6NvGA>9|_+m`!8gnTR|7f8Rk`W)W6|)UCe8hfhO8L+yL%;CZs$2d93( zsI~b}rWEo0`yAe<_RIY#@)i~hg_eh-kB^TlqzR|^``^Z;d=5L0C}saSTJO0N2@7tK(KXcpRe_6n zRUu1J+|!Ud_vW_iScIh^)2go_z5_a8P)KNo5>&LrpaBKklM6`9Mn^{nx_l&<?tkn`>Gkw2<>tU4y!@hUJIus5&RZBM&CK0dO0f(v_jmHl)j=lt^E4= z+B#Mr5$L48M%|UbVfx%@85^+j3YY~2_q!emLMhXm$Q1%eeqm!nezNlI-tn;o+!%h2 z9?&8h&!#Uo3Am%Wu5fX)xVX6Alj+%n-%nJ*#$|_XYj4s=lTmFFhS!{1J56}1Ie8R! zXuPn0s-I^?;XjiAlM7(atmhSFTKvsN@H7Rhk$Fm@IA-2P>_*b}jNx^J7-Fm(tuw#r4pE zz-(*NJAXc$m&cTu$(H&a2M>=Cte~8~2+hrYkhwc<#Uy-Z=$I8wwP@)ZwEjKjqE)N* zl2S?N&VUGBg|&XXau7al-XBOUb|r5;BU5Ar635)Afv^AK)xE80m@oA41x*mC!TZ6% z4dT52d7Il@IH1%d+1Bm)VxWpNDu|^n323@*>9`ax`k{}czA&Tfno&j+kR*l^-``%T zPV-nA({wLxbvpdG{SxAP^{2TAx&5NF`#%Cm(G@F0>9?x8UQi(lC;^R#Q}qe{-rWfq z7ReF8`|183oNM$7trp7b>lI_T=xg5no*vEXF3~cT#yK~-P6wmsJ&zfg;T`GznZLxE+2mlvq| z;-c@r%9!QW;H#%yCWgN$JL|RRupw(bph{ag4z4mS)eSw2cryG>_0?SCMYDyfeC$ZU z9hVJ%wPb=!PXJStBuPX)KWKu7>U``{tuKfH=z)jOez->esL{az98&*Q3hxl2q9O$K zw!*-*jxJ043&BUvCwRHl3d2A6ugK20EOFQEgt7V2T)~NuGsgLmYEQZEe%Mz*fB%tr z7KG#x(0E@aYc8FTdr$U`tU}#ea%xXJVq&;avFEJFP2lwvf=*IsxOI%w+j}Go((Vz= z)R&(47fs(LbElujxCP^#`-nE^95HdWyWiL~1ra=&Yr0Wa zy8m;$c|d7;2ftgP;duc=+%6<24#A) z9L_#=YvP2y^-tWw9|3s~ABL7l6XsYE1&=`xnt?}%^P zcr#`RL@`V;QkM69Xt&5{d*vTL69JycJ=X?j2KFQ%AB~3|CU9e(AKpsAT^~cQDzqbj zryznD$Ok`V$7>wZt@Q#kM2g?!XXDk9>yNFm{X#;YJ2Dv6lqV@k`xr73%hq}^!(heka*7?@=F#5jxRdi&x6yQUH4{JAWo71M}-)?~z z2B<1Kb4hM#W>`&~d97Hv3p)wf!ly=)=BWn z^gL^Lm0b&)?8#lhL+X(dbs8GpG?vPk=-YTgXnT9?cGTRjGmC#>J)V`V6c4qQB$UBX zw_#gu*xKPRUBRv$+v@)=TpoHH)nWDQl@*(0mKB5tT^HACfu(0MUzWxQ>tlaDCt3z+ z)=st%F-!;37_?WYTXGZae~(PVdcsV-Pxi2FIPo=8Sk5}U6?lklQQsQbD^ktL41E#x z>*}QNfC3Ok;rEA+Mm_KlZILhG_Jr|7o#=JKbL9bPLzS+&8dK%|3F&0mB&ZNY?yEvp zdW9T~w&olBAk*Lprf+Y!Z?J}b)NqU2DA5~|#Bd1s1S3E)l{+OK-ae~Nm(y1sTXADx z6`*NQR8o}11-Ec#6)rem&H4TRGx0O@@ncMV|6h^u)N`vr(P?cqbJ@T=K03dtW+Y;2 zNxk!AqAHa3gf?~KkkYMVDhz50h^X;S= zDv$V@^g_SN5O(1(Aw>LwyhzI2Z%knR0ap=&ORaUbl_sEF6iOO5QaAED+_lyOlF9=+ zAW>*lU@0(w&sO*pMdzn-OvvnL62ADrUairkD!dPwLPbU z)`31ex2xEg;Az~+%9i~l;4J6XFdMvD|8=j=D(L`1i@&ZX^{*_osK7htIuss67qcPpO*Fj-F`F6c&x@0C0`b=Q& zy@YaILzbim@5##IG>s}4FRtTG4nz;oLovf!dPXJZTJv*3W3Kg3KP2Jx_7^I?Y@+ZtsZ-;Lb$- zJGk9e)pChqyk6$GIoqv|7Pz&$hKJ9MFh6_!T{oAlwPJEK(x<^Q-_qH6ovxxF5PuAc zHlihRC)qA}qn>fr%hX+g+%m<_I$y$}?;vHvc{y_1ZV+O`Rx*_?EGO>rtp)7`)Wyj%P*t%P1pXcx+59+({-cdY9LN(bTllHtPYADzlKVO zMwa%zf*1nIG#~(g+%Y3Iw`aRa{`#D-3cNSXv(sq|VjP0w*O<0NZucSs$mbUqe8+hr zA`o0ee}+dfcX23;HZ&?2)ZL#uZ(=-pQ7{`2ke!f$pXn%bo0${ zQv!zN!1ax$b-`Cr1%_wFOjtkd@D@9vTSn#4?!M!~Q%MXJ(`j~0NflyFE-uhpTC)5* z-ac`?m(*`NC)0t54kwg(sz^VXAO%OohfJG&`S9J*3!-)HB>aJiK(EnUr@y|ThmjAv zgaSpQ@cs2R<}B`|v(rS!%n#`Qczla6hL-D|qtocaAP*1aSDA`7A;AT?XHt@)b*}64 z3N0<`bnXftbi|>JEqNAP6{YuQ{dN2C|6F@IS*w_4fLx8yB-5!1h;uAJxdl;ak;y^H#Z*6CUPN+9|j zvEiI`e6 zS;^$<9_nC}PO42_9{FKyN9$hK5S4Ou2tpZeZ$aqhs;;RSs(h=9w3K@4gS^9K+5as){r%O& z377G&K+dX-wfy;j*A?vKqvy)hsq1bY2c+Vm6m))|p+Uif;#zl=nHrpyMgs+*RMyZB zkOZEP$R|#YT4yLq28DoumN$?hv(Xw#q~~D0SX*1WJf5`Uw)y+xkUvE+1S%JBrT^;e zM2EVIEFaS9bK6j~KeaAzJP%g^&^JiJkXl3Vn*MFkd0-$U+iQ%2f24v56sev5w?Xdg$hb+r#TUxa-krB!ptO8&_W3dSkB1(<8=Q|^^<2LWI za#J*9HMns!b~(}T=RobhN&RgXhxr4?eAjD_rh6rIyR%SnX+4R1qx0TLm;@RV!Qp(( ztIV279xDnK;AY-g?^aL_IcN3>Tk>NcB9#Kurz8@-7Yq4`?aI+~i1mI#iGUmX+!PeR=e+DyQ;2! z4%VWQ>iX+TCz1yb!jh6En~Ftl>XUsVQ++S_`1pYCAh>^D{d^)aGLrtu6Kp#>JM6ot z-QC^Xwo_#3hy1{iAe$gT4T07V%IEg)E&9G@xcz9W&?uy5VTph)PVjhj_4F(P=iruC z^my$uA}`sH_XB8w%xUkA$IVL&e;E0JMcH-8oPyU@4O#&`hs?_@`d)$JDt{y5d+kmC z=n*V{l&pe+8btm#rtnNk0at~y{hp`yrBuEUJd)OPx)iy&EC&}zf8k8OZ50c2cQyTU zfk25K%g)VZp?P;WBo$wzU#9`af48-pDx2|4WMqeDGW`ZACmkq)7jOdzq~9MNa1p~r zOHDf;Gb$!CO`_I*fQsIH{#THB?N(6Jg)db5snLmvXC*y1XQxDjgkR|8trZ%#@Q5~)Wy`|rv*Fy&`uHE2yBz592a5l@WczJLA%UvrvV{NWB?*B+7F(%(aCqG^C5DsuE+Ex zJ-xkZ%L8dQB|Ui5f_czc!Aq)NX+JMc&%vRh^2N8Ql9Wv^kB*U%1)deAM;+Qtkdp>N zxHvNt)Bm0iWJ;zt|9!8?;d$&QQIp=m_z4yb)^4M0%+kz^$)fx$vj=`H7Me98*yQEq zRc&~5*KUS~hwn$U!}DfB-|rt@)_|6DGfPVrh8S6o_5576+NekS`}^1TdzLP_2n@FP z%f~NEco(46GaE@R-Q2lzC)?ME)WEW8Qhw5VDOU5#VrNu5b4O2&+LL&v`JL-DPEJlX zk7*H_o1lS2xJ$c<3K%h9=)_q=?n4KOF)>+iYwxS0vFxxVoo_igaci!m*V{dw`rvdo z;U<52aR6g}T048T!R9SIkRp)#f&5v40*8UDg~f7{NzE4)p)`_+rRb7~duj3ad{ev4 zUJ*;Z6H4(FzQ454bO1>N)a1u7X#;`>3a>dG)KpYHM<*qDy?m>7JH*jX+Tr`X#{&Ds zpZhEp=UM`$oQGfXPPI*lPzie{fWSGw=yYc4VTT4`0)4RSqlGJ*%Ec@JEzOY2tcG(U z%Oz^IA>VQJx5~+-q@wV`v9k#gsEKnMyiVB`a=E!-XUwD2#~lPtHpU=$!hu zX0Xh9M?@ijh&{KCqgnr|u94&MG^|#$K@Bk!B5Hh(dmb&(eKwuKTf$zLH@F`wFEY z&*zo$yu45lRvia~PV6^|s`$C|LdO56|MtzdhRCN0yoW>ohuhA~AEkwxvjJcCg)l~| zKi_26uG7~Uz{&_%AO@_Fp4xB&WLqB4m?*G47Phut8W|a_nLk609BeZ$w5#nA5aLKv z53=(L^33thY}BZAHe4H!uIP0%!NvGHG# z_u)Cv zK3(uIU;~(P=%hk6p+k;w-I{3suSgdeJq6QpsUUzOZ#Pl#=ImdL60}OALaJDfQ4&Vb z(xN~wHJBPd0K@}h3#9d*6Acz(TW7vES0~@~YNEY%8sbR}-2LFHGwzExw{PF>>g_e_ z`0xM?9bHvTEwJ6BrCn-HWM1}vY(1dsX#KAgVr5WXgNcgTYzu=92XZ1cW4d9 zA$?a{sCXL{)dSMY+MjIs*I}Vg8&CZ^X?&9*eIid>@Gr>2bUffNK?88`EjL$yZ+-vG zWF;%OQ)$`R@!vz_``lc)mL$=4pvZLyn%B!Ffgb; z{3DON^x^sXvUkeUr5#QV6hIEyrtP0Ue}*S1e>=(Jb9JN%IK_Tw?el05980hJm;l7U z4g*{Qn0==;Qb3J=7;y%ic7O8e|tESz2VWMo=zSJ3*$ zj`>jj>~lF~#hp2}QL_}MTMd7bA1pkp8#(ZpIa{gFEHMCU zO^-H0BjH|}Qjv!4ga8kDWOXfcJZ*UFcQd9uFbS$=_j7l5|8h(oDg6lWz^706Gu{U; zErYd|y6`pVnV6a9fv5+|k;D23Gx%rrc6aAsjAqEFIX{oX4N&v%qbV!?AR8%g& z7TCn)@EQVW`Fo0l8q>8E<*oG=H{QZmmzRLOzUx+fggC&*$G4YI)2kS_p`)jVnHB?t z4`v)>f7@uGX8D^jHo!hsfK$p_zvF9bYbOi1eT4lCCDz*C(nrvEy8wFv`4)u!6afK& zw#TxrnVSB8|7w9RN>)tl*7f!E2WlaBsMgD~1HeAU5RU)`$Ht8fxF8S1DXaudb=%w9 z$WBD)RAu)%wgGHd4Gp$yGY#;ni+T%ihMWEOU7MJMgpiD^Yjr5=|5KAtz#5bK?pPZD zVKUY7GZr>B3t07J;dkVK7oibSxYlK(xX_iofCU$wc7zJg7o}L~ujeuri z3F-*sM2O^g3KNiQmk>ywsi|*c{uD@c%KKnrveadw`r7+GzdXj zl{OC&6BEG&7Ys!b5h>})ztx~TJkpLEaV))e5+r5K9dCs6g2bmDp3>82A_l6j2V@x=&krv$l|9vr+G?I_+ W9hA$lr@^~!P-LYPC5y$4{QnQhV#0g? literal 15868 zcmd6O^;cJ2^d?A)ba#g!Aky94lG5GM-3Ul`cZYOJgS65i(%mB6{XL&|X4b6v59S9J zF1+{L6Z`D_>}NkaTv<^HuAN@2ix^|=xpx#UkM#Gbv`vUx+s!_7X~bjgoFftyM@R<3zof4$Kzjev}yz3;M7jl zeyi3pekl__plFN}^*Yh1_x1A^KZk)EfJ#?5_Y@@c6gGFW5K2s6x$(2;x*&-zpl=k( z%%KiOrzE#pJf}XYs}@D15T7H5rVK_eP@onLMi*@ihYdp)4daZ5!VpEAqQxW!Pb`YR z5(m#^N(UfP1Y2Sup;H8-f2REZ^`*{5xW>}@`VZH~E0G2C)~S@i`(M}zQGyWAN_3j- ztW%xjUA{qizC7J5eE&>zaB$$!soyk$A?iW_9~2lB^=6!BkC?f28?$MIhqg^Ez_Ll3 zx&7aV621;fQl?__$ZcKb`{|tMBk=~FAW(jy-E9>hk%E%y{oti z5)nzkc(|VupY_JdsyjO;E^hMPzT58!5fybe5P@`k)%#??xbAd2QR)0ARqSM^w>u^# zrnHRA#t2Kd=|a6(mf!sW|MTtEXf|JJlg(Vc@xW`ljx$MICT(#`OL~*RD4w>0ko`P< zKQu*qHs%_v(uwfCt^N(S%}dU$Yd%Mhf9!39mJXbg>y@R0f27S!U^uS5{@Lls3EyU( z(JOXvpKT8A-E3Uloq0Ch`mA4BpL%k5@G}YNquo9dp1u-9CVO;c-HRs5zs?oqz$EY1 zYJj)ve%eoQycjz@@h9`^T00rqyVyAMz~`{W*3@-`vuh^m)K}8d!teCDGT#0f{|5hk z0F7LV!-83=w!Rnip^zwx!wT z*p5?8Rqzudjjr}0wxdHWC2F6UIiLAA`1jP%xvl3AegK6RF3GU*88NEMA?g`XKGzd2gW! zy}vNV7>a$!7s2iQ(u>Fyf`x@GnM9Md{}YjN%qSQk1d|Y3G?*s%6rF0rNV~VMQCwml ziPMIaP`DKC=$Q;9@2;463|eRtO(x(`v_|M0%91g5C!{H;hLi*Rf57#@L zH>-Wdbq>d^d*`EU6SdBJif$*XV`iy(gXQWK+Au?hSHm9q1tzC`yS^bw^XGLcJ=Y07 zA0nOU8+Sh{LA!+_=;$GG2TdM~i4&O|RFm}@ZW(Z|Ovmbs|qJoJW=q*zz{Q2t_1q(|oxTap0`y!t{5kwSB7D}PX z%F0e2xbzPVH8XdYm%naUcsCb_=z3>l;ELjT<=N4Ert_WMXJ9xP z6^+JPXn&aaJzaky{!BKv+^Z>(m2f2FVx7jA@fM=)t3NvXS6<9rx5iC!cTJp4twnIt zG1sB6!r)qhV^y9;<-QQ~Jl_r?ZFq4!eWBZe_PYM($uEbq`Sb3_U#Gf;mNfNtjfPG? z5}SIqy2Ep%>zj?>V2WkV4fzBy_(aU5p#I}{ajkc0DCY9_FyYVYm643)t4FmPf`<&ZEk`jYAFjbG?sNjNV|z(3^EKZJy1(Uogmoo(Da zOj)v9vO9HX5gVWq`Lw!n+1vU?Dn+hIOz{#BvVF;<)gRtJPE6ysBwzU=W=1W5F%Nyd z>^uQpOlP;kyx1Kxd49YzH8(#$D9!!gd+$Q(d#Qr^PD|L%j@iER3Kvh;0eV8zmxVXme@wMB}a$KfmF88Ol!crZVJ~un=WxFS&rFjrD;^=*HtxApk z?mNUtgxk=1jcoj`Zj@((u$ssp<1K4=uog9If6psk;oiPJD?2;MnmH^YqR3ySo0;}q z8`E+uJ4K0##t+v=kEeZTrWO`#&b#vCf)BP4k&(b_jZwgeS3Q`5NcsjICK8Xue7@Ew zicBb{w^vkFPEJNafrgUuOIsUnmLi?Hx_VJjQ6By4g@uLSuU``~GGsr0W&-Hv_wV2D z4SxjuL4F;=t<7VW+!0?FvD2x&7kMGs$+4ivBW$jIO64j38}o%>cet z(%6Wdtr*&4_`|#bgM4R{tf<*!c@}0MKX!f^75v~%dNlv{Hb@`lFaeg4F6*We2~}GUpQe~+kZwwvAhjy z>2KQ1m6wKosE`X@#%4YM2e`bv?1k4~Rz`2jNkkZ3awRI(zM=^B3e78L!Pf4xXSzIX zmZAj_GLD{#q9@#m{X^6on*mKtNnGFx{ONjdYm}S}9S?I#%cNFs6oz%`Ti&z))VTKJ zwn%^^K7vSW5-T8SY)ly*9uAH%J~6Rx0M9@k#BKl~m;GO!Y}dN7Tb=i&OO0)aQar$$#}*wMsKb zDVrCkc`15g4<_yuU8?^ua7<#M-SRLf zP2HIvpUDJ%hVs~BmMCm@1U7K{|NKNfB(*URGGItcQG{R~q}xrgs0goG^aQWUziRqk z0=m|20(JNCgjbd@vh^Ui+xa*Q$t4!CXV*qFHlEZ-APg}=xqXyb23{3g6qdRMFGsI4 z%D=ij61I;VcT8(AxF?*wm9WmM(giJ?ijx~RTXIkUZ|EyXQL=^2I$%l^o>7` z5|i?7d3oLZR^2M2V4#l(o`jY6N?bIHP%M!{2$L*4P~$Q?zw>eWEREMl!4hgC)RCi? z?47paE~u%LBk2(ZlewfQYZ^gZjX9){ii#dNASxjN$HBo-u2<|=`R`-{2OGP{?QKCe zy`aa{(2L`cCKp!q) z(lg~_28Wsszlap- zyYSpC9U{Qs$QfVz9&c6U`6!`rbQ>q$a70Chy-~c<&UGcOj{Xfb{j(lH7)Er zg3JVN(0<+UZ`=wtvo6D>sTZdejy_1>QA1OTLp@ktc-cMw5#c!I@!WM-k*&oaq)QmK+-xQedOiq^m_Xy zOd~_pes!FK(QYU4pF20*8D}-ABV2wDFJTqa#*`3GnBPhQt1OpZ{s)km zz8V!0^iNW15ZcVyU~#ry6ldpUiPm7Ti%zC^>fN8KLgS6@a1FUPWx=KlcsFtTbzn(< z`@SdEd2n3@Bq_F>WQw*?vWJpR&8wE%KN}FyK>`dL))B#Q{P@>gQX+S(HE6tl%iXBS z`^?bdaUIr6YH;RS$NaV9KLA=VpfYSpcRSpd@ z!jgg+{@x9J@wub5d9CR%5vF-SFdI#1gC#gHl9cZoj*^*%%MMz?oi$9}DXS zMbz;cQEPGMzVtSF3i{EHJ=I(Ap!yZ+^>5RLdP|JdtM<%QjI;eKLRwT=(VE2O!hJ2% zSe#Ani#wb@C(L=3)kwK(L%k#~##)y$SyMOfmi_P&rxRH--vGzmpGyl(+3&c0@z(So zLta^Vj-?!ajh#-w*i8SwK=<{bzJ8Hk;$PE%A^t~mY;vDHfI;6H8kmtFVNCgCH^gx4 zjI@5Z(l-_>#Gk4`IGdW*({#}VmOzZ)C$Ui~5Q3dFmw-+nqoRjXbL1E7$l8EUA{5iO z`rmUNkmpRmb9*Zi+sU)&L>OP^DmDg~l=5frTl3az@98AtSLqawK7?>vLmn0LlQ8Pb zp>!H44@W{9DB?Qn)~lFTyMV*H?26p*O#l<1BRr^KK|_1=kuDF4DYqln2J) z_{Kw^wzP~e@>8gcy|K-iq9DCT%E1|zL*H8qbP|jrw{THnXUJk;;Ard!S5Sgs)4$nR z@3wx9MYkaCr?Oa;HTDTx+(B~G{R#bvA|{~^+S9Bl?F;s0L^#coLEi6_5gj%S)`IS+ zYDQibt3X7@qzG9bc265bwvbv*cbHu4j?vFlF9S4KLuGmy=tJtEi0IvGu?6%93J+H& zp_#P(XTN_V7IUEB%ac~Ru|&F0n7Aw-EDQO%A$YnYO}Rn)B97QKUjUq1=YFF9QB}1S zWHpZ5#1N_=DJA8D)im|)XnIiJhT&?5Cm>Zm*v`LyzHaU|Vwa7@bM$%ZNB>s6_U$Yz zk?5V_jYSgY-q~Pfv3N-OZ)T;iE#|y#Dki-)Y=9l3xmJJfq#DHZ7#f~!4gmc6!G4ur zqefprLj#vlv$`M50g`9h%rXC|*7N?k^J}(yQ>(lxD1(*=KjT|7uP2v1MZ^7ba^eia zH?Ynl$~>6uikdD;KEBLixzrE-&pwqJi~t!!Xpa7Y0amANX@Ca@tM%Hs@3s>GFflsc z{$;z;*5pbcm>YY4??p&RSgT!yNx7MJ>XlzWoWa3?-y~8w{3(27uD?^&PQ9I-Vo^bu zthZjfO4n_{EX)7-ZrSHz%yzL634mt(wU6I5Dh2>!0g@JLoqFZcnT?A(?bNCH`JZeP z{9>xASb$J71H4grW#qnYIYZB`%f=L^%G~;H(4$0FE@x)^Ti@Tz3Sn+olT2|&eP1`+ z+Rp&# z&Y2UK( zm1uve5CJ4#TM2T^Ml&S}y3S)9m&YraQ-xB_fa6mJSd(K;H%OymCrMS2XZ!ro&!4X* za6f8zDXT^@DgDo|IAu)1rB*P)&8a8Q%M@LH(PC@c+ zeUA;ejEoHJQVA)ki+>Fh04*xHxVRirFjK^EWTN~%>?ySQv8R6f{=xT4RL`>CG>3I6 zt#~`~t&(=+z?T7I9?Ogc+d*5wTfu3`!uaEr_GSyKf=Cr?dPbNk{hs3r3wsIHwWO}0 zAS|+Cr5pOD5v+n0xJ!z66t85&VCE~==N4*tvO990IFTp>TC6tB!05pYfX(H8<>xPV z*k}5xqB*Csp7@Vu)%G>(4JMJ<-4-0;6cXfO!&+Pa*nz!dw*HLb6L*3879;5HFs)&h zSpjht_7OPy-@9kRo;+IbCig#^imA{pS$FO3u&q+iifWS;96~~~e_p|>N5RQ`pCnGT zI?5Z@ul+ec%}kUufoZAHFricUh0Y+&&Z65whtBo1`3l9YHHMh6X=2*OH^=TT7Qs>W zpMX_n<2LfrSF>z&E)PV>rHva%Dri97r!&Y8=8k&8L-`sKFtWFu*qN(*{B!Hd*`U`j zj#Vx=4tzc|k6u~(wWOHbAyxPHFr3!N^b{A=nQ5sqy&QCC5fFsL%4+Pb0%6m84sR}= zt8c7aG*4sSy5}dlwW9|B2iU!F(UkRo_#sdqc|qONC+>!DuT-xm_;;XnDxLTb0F*X0 zt*y1c+Hw)}?1eVFzZaXjv=d>$1Nlh?!807nwc6K~IW}HDH$mzwN zk2R+pyKg$Pp*uGrz9oPP#4#3GIgvu>PSOrR52izjw)BGArEpD%8-$httUSmycl^lA z+4ebVn@m}9ahP`Qv5qONo!CB zncq7k^r;13fpD>6r7>S=#kcyV9iu->@nB(N>Jj~dwP5VNcWOjaPE&VS;NAcqu6ZqOi}x^?#WVbM-`)gEqVZJE0D|{JXMmCL81a&USy3vjkm=z(l5u z$}q`^xa^AR>l2ojbwM!b8%}1Nr5AG%L6sVDCBsF|3qbW?a>h_JfI-XlLF3I{#CbjC z2woaVVd~p)s`I&X8jK?7+spM=G%+b8EDmEfefezd+Ll5VgvyDxSI_TG$`#WRy78;? zH?v9@szfqWoz^>_r>nW7m&-@RHL7)Gq@@w5B%{`Yu@uSQ zzD0_bw0oe9VJf{?KdUBOcJ0V+%EFXFt;uOZdbW|Rkl$f?QVMIZrJ5NEPjkPt8Cn@1;&gN(*owtlPeo?3_XgNNi z%X_+Eg_Fm0Q@LJ$-~OpFnDD(>8A@T&!RK}$citNxIB*%>V04r}>Q+&U!&vsCGaC!p z)<{18be5^h_o(>w^57c)I4+h)gyi})sf&x+Io`)S@Mxr?#i{zk{}vj;qoRtwefuUL zhoL8|fWpod^k=_#J|lLh@bvn4?f@sDKbuajS&t${qn)&O+L9emS+(Y4gx5z)Ltjyd zK!ON(o4ncKGKS6hGmpFu;xAvYWo_Z|&Kin6xH8KHO*RN#XapI=k1#{_PZv3aU3f|8 zvK(H44PZ4gG6KZjM>REZKz313oPWg~QuHLC_bYS6Gr8f+zxsMQczhQXC6wG9llk8! zzCQB9d>Uq~p=M`K0(RbYyNQe~vC%lA_^`67Y1fy`y zt%9xZd!9fESD1+%yJ!MgQ8%v-_&Y7Rqt= zi{GQ45P&$#u5)@FPuEM!;HZAj%{6anhYJ_bD{H)V^A|`SHx`Y`Pnw-;;NRn6-uK5T zMIkAHoDd;6A;0cia6*8C{?+2R)pEUP)4CbKIC*%bRrN;m;?FGZ4g$IWvF#{AuaiRY1?3t+;H*W!K!^si9t0)P-73 zNUY|Kj5wV>WwM#AH!@}I!|!lT0&zyA)78)gv(}Eh+1NNZte+Rz0R>=bZC&u~8&cx0 z%gmwFWu2Bo`^x{~HKCvq5)yt+Oq6zY#ha{KVbZIJ`(97=cQWf7@$Dm|FT zac3>4Sq?)uoyt!Q?+K$Tbz2kSsia8HI|h`5p86p?=YD>uR;L$-UpHBm#*$Y{MQbYo zz$5xKLpx5;hRsXBu5I-sU0m2>1+MY6t5WdvJw&uAvbC&2Vtudf@JIc=xb(CLyq0rk z&a<#IIL`7)hPcv$#)pM|Kpw$1EG!cumS(#VrW*L&QLs?*1OG$7Y77f(0USGX%lfPO z`uhJ(nHo;y2rN4ek!V$E2tMDM6ciNv{P}Y|_vLX@@Od)95{qT zuQUCH3E6uLEUdn}y<8>0Ewgk#en{1GBLL-L!PN@#SEGNHKiaNp7l`#vTK=$huQQ#v zhzif8U2zNHR^*lU9|YuO*VW4n7);~>(AivTKF;2$)UU)<%wSrRclv{ymuJLEIclv> zLX#F6JfD_BVAHoL)hS{^QLzA8h*&x_vC&7$-vyNpChh2y`Zn#9Bj3P_2ZMn|iatne zP?YP+2uEdVZy~g4h+HSfqJOO|F~QfKl0S3nvHyF?tPw1g3WRN=PbADB14k#d6;Z*y zUw)dsiJ!U&dw+a_! za@(Q7^u{^r$dMs6HrcLSv=IS(Yhyb}UDcuq3naW?s76VRW6#{zQmAs~onNM?hpK}u z(EuC~vvTwNxu~h=Q45EXH~W|VTg^syE6aK6a|4grq%z#+j zVnQ~OSpwB49JOapb3Q@!%aoyT%?$LqgO|tWy_q7(+#lJhHA#?(vw?|IV5|LBnKk?@ z;ArJ}pEq5uF9bXCu; zsiq1IMt79E*)-7|=Z%FQy+KdI4Dhc~?*HvT0u%=HXB+*uV6TJpL*Y?e|CsBqU16JG zmay&hJI?}S$PAfN<>p^WS!=>DE0UAp{s_I1G6&rA>kxZPTh1~-!RTdV!C*lD+PbQv zX%3Df$I_0557HQlnf6&7)A=z*w>-8T2=m`Qf%Ane5}=u7=gET2jLMr@cj~kGba6ni z82X^tst9l#`cH~?7y*^2T3n3FtQ`5WECv1x%-N79bB^3ZA`dI+mgGi6#s&TFU8xzA88k;>Lr`fG5 zP|5MM|1xxvz_bIC;#CN27$Ux4cW+8Z!XF|D0vC8ryp!#b0Pu@)rj<;^12x9t6r)q75Tr=6(blJ?20F;uRhL za`dT3@K8fAy)NTaxph}8OqhxZ9Rt1oHN)wnQz3n)hLoQxf&EGLL@|uL;e8ya0?-9> z!y=*Qw=L2lw3^L|YmGwPc4+Ibb;ZTyDU+r%2hqI7C3 zlbPA0q)vA6Xk|Z5$E*!vH+m=q6MBBRFV0ocEC;4Fl4!-0vW4^M-x#{|$qV`FY?m0| zJVCb9C>(6POiGr1R~-E5%cQk%1-=K}AxdS=$7kpJcKm3ku~76td2Mo04!%f+x^{jo zdD=^DaQQE84cA1g3H;EuKB@u(K|DhM`5yzJt)d&AIwpawNDzGK$WTFLsmyD+oo6eq zy!gRTbZ8}1BP4ax-PD2^%lD5?n?CB-c>l^CVwx@dWN&^Nf;3Z<7}_c@%uQ2!MqI@e z25ciZRQJdr zfIc%fUO^v7rH-ua9XX;o>3T$H-)IX6;n?nFCUCV{EO!%RrR71!5dsNYBau!+CP~PS zIBe#WO_NsUN=KJ7X^;u6Lthax$cYfo=zht#Oxe|6CvV*_rbWS@5@~hpa9l6Aoh~e_ zVdCHx{Wp+|HhF=b+U(L#rWy*${x2dX#yiI>cP;C1r1*TX2V$WRG+lu5stxXZD^>{d z1EM|8%i~3OY%CB7TmYR(d~WW9=U%oHK$lQ}yD$@$1(Bml# z0E_&WlVTv)K@b=u;7!lWcy5N%0SF+peSUc#Fg~Kl*xeD6A<3sgL9wl&_QAa``%QHA zk4I-RNzQO|5>4T5Ulvf4hbphAxZ8|m0Z5`!uRUeSzB?O;0w53<65~O6dPo9Kum4+V z&M=UTfRIYg!$Sa7I`ivKl@4HH{w+2|0=QAuDytXMw?o0!9b6V?NNCHPvv`RX<%Lx< z;gx=@g8QExgan|XTOtKWk@+Tpimnl7CZNy6#l@k}2?%6B`4M18hy(&| z?6^LC`ov9)8W9mOd9b~Ud1PfF0%uo~i|C9#Ve6Ol$_AIr;2cNnUOH8eg0~F}4u~L7 zU>lsw7i--wh=f8!K`E}RjMDG)0;-6f?O%x?U#iMi(bXNTHR{t&#lXcKY?{+Y4gkE# z)>-3&my5cq!q|3_1{M+SFQUw~jirQ_^WKAzbWYQ<#bP9im_SG^@1!fUvhp3+>pOt& zxB>6O4dS>bsBmdD+mWD#1_6{{%ueXJ5rX$~WQ0mcC>NwX2XP~brp%wokUrmFfu_WN1`AYD)~TyII2xSFE9-gF8Uv4`e1N)Oy)a*)XfDMmzyf3z4=4$u z@%S#cI7Sh19p_o~g`!#9I<)4HqqhhMx?!ssezw~^Lvc^Uj~`4x&h5pdKA;e{z?_7p znN^$P@npRa;(pW+6g+{!YzwK-OF`enPlUo4N}Am;9_k`o{q?Cg=Dw-JcU4xh zl=i>><_6bv==ZoU$D{ooLl=X7{}x^MFq{cpxn2VLCO6VPv7;54Ey8IuZ1eqQj4`flXx#N%NXh!VidP(S;9w4L*^`|UMlxT8T1f0KHNUeJ)}Oukvhp|$dOwDnMXAL041Y%d)V`LUgvLYxoGMoQwW2PT() z=)NA!^R5yni`^q{kp_uk5y%v|8RY!#gHt)5BE9KGx7yy$%rZ+MPQ`2!hgmk9xSgz* zs5hjiyP=>>w5Zs*^;0_B|T735VTEhm0B+vl5-KlqMb#-Xg_Yr_ux~$HRu*>gl6(ocFyxez|7GR(c<+pgUewnl0u~ z%dQ`?{}*hT(Ge5lUbPab@$Bji0SRlOf3`2njMQZ+Os*)R@GEiRFPour{#pYtHphe3 z7tZSEx^|gvf@1fB5DJJgKsq2S=wC(U&WXWeA#AC z4TIADO6}=Aqq%&wL&DDcPj_{XwWL(RY`9jiUqXgUkD}imaDl_tnJp&`Lmti#6;WaQ zAxnxaG5Ip#Q6%$`VR7UTCjd*26vupAI40zty%gJU#zPe=6O&XeUUUkG>Riv}FIlP=LM}D-+;CkscB!n|?i zynJ$8RqL&}xrNi(14YLc&TFU0GKjG~H3020zB$U2jA` zeYZS5#Mec;bPbbyg-Y9>GsXlnLB&c5Z4&pDbSnQ+VP8@$4UR_^Y%vQad7x-N_sITrO(V`5lSfAgjeU!kf?Go2Kp5PwL7 zQi-1^t)=M>aD@|!Q@>#|IGz^|5kk%=JTN*Q`eA3nQ#|4D^-8u_M;c#*7Hi5#^1fdJ zgN)>>BI6MXMX(pO@M8QB3en9@oWM3Q!zk1*y|zZAfF*}^8s#B=?drzp7K?+YA^W#{J}r0RIzqla z(;r}cj(w8L#-jJ!|4ggN__Mm=tuA8^Wp2t0MMov&;Yr|w8kvL90~KCvD=GV|pEGzo z+WEA+t*oYKs10~*dsQy*V5uB2ucQ5|t6ckUcGE3N6aG8WFUv^cmYC^rAHsJOcWCYONpDL3V8PsU?DTyXudca1?X?uEn=h-~ zK+GIzOb?z&5l>W7F#U8}>3fO|HDh^!1FYFZKvaguhV|!hVAxIvT~_0Wx?pBg3Ik!Y zT*|u*5J#y51#=#b+hYNwDAczrTp7@N$s7{gGsiR@>(5Nw$H?eMsxy&}lruJ6qizfB z$1Fmjm`9g)v3yTUFs}jR(k>BDzkreo;FXSX^XSD^bLARvG+ zM^YWS*&2P5f&#H(13<-o<{AM7;ErVz6CEDVLHl)gyXFiSZ(PnONvU8Hqaq0ADpdiW zP@sB%4V{pcHM-bjdY=qHo2-y(>fHEzpR{{v(ms}$RMX01=s99O# zd7O9S;^TXg0hju7Naj!sks>Braq1Oox;#HXeQKJTSh%=f7i={^JPY2x1Pc%zX^jOX zo(jFM;GhVyH_`v(I=*9J#|H4Xu)+7)B?I?o{Ha&x@7Y-(|6TJE6t9>CjMAA`XQ)pM zpl0?i^66y{*|V$7g!^D7zTv-t@6fkD+(Pxqkt`Ge1-dIQG%ta|sj#IZ!E)E>0~h)T zC-H0;z*LaN?uG4a z2KGwPk~3}3gweZU){g?+&Dp3fWlyKEy9ZZZkA5#AOPfFD9vzlLC2tj7q)8-q&*lQvP(J@OZlwTg9hhVnTIwbwy1__p&=yGIQ{Ae7r;|mQ?E19UVC^Qm6L~EgM@Rh1l1|JDqUF(!!!5 zSRldy`mqx~;fE(bh^AIf?qMu*!{Gub?B6mm75l$DSCPdH3=9B$*Ho1b7Zd{ngEDpq zATB>DD+8nnX&(U10^m)2c1!f7X8Tgj8vWpqkfwv^vMEbIr$ba|u_y2s(|4%DfR9xJ2 zyhIrNwWWpIN6_GqKX*b32tq*_73dy8Dx>7(<&`O<1@wEZt*xND0G*J~Ykue7nmG`j z_nLlqGJk$Ps`n>b>3#+r`@AhDP>Si?tYl>ogL{UEgw(U)pscMe3s`31!;Z;GCQvXn7tr z&0$NZB%VnRss!-o&gr;dKz2A+Svm7?-Y0CRTIH!~|f z2ep0@_Rq8B>JUMvj=w>>Th%!rQ5hl%=mB$HS8p{#3qCM#c*Ot`rA9EQ6Oh6(fPs1H zad@Mqr$3ra6-Y>3&cnQ1cYinRc~#ujcF#5A-}xL85;D9w5UJx|^X(f%cbi8aQGkt& zO%EKS3Yh12`?cyytvXTg?@x8c10oYv6`mKnBvV_ck4rC$KwX!_Ve{wF{9ebtvl!C8 zaeW2!0aZRXEAHLtdv5JI%@&T1bxs#!Tx2TI-4?(v%8H2ekO>|Gt)ZH=jSU)4O?0x=@19uYO*#~x<-p=W{uYh$%e*OA&?Y9$mH)^j?23U&! zg@~?!LCw7F_djcypg6u}h%kQf@KiO@v6thW1k|2jg`v)6+NgU!x}R#m)gWb6^vOU@=)i@vQQ+|JUx*Fdtoe6yXvIi+dfs6O9D~>5$1A`oWGU_$8PwF( zo#pKv<+`t5zhhwd2(+?)sLIc7fCGLhNfEp2JUTe@Ky5W3ZqY;a5l9^=rk5RgZuIwN z816Z_0H1CZ8zaP%Z(jB_PKn)+{bA_TVQ4ME-B)ofaoa0^;bhr2R8f+In zbm+4{l2+iIty7D5tpXc^c6ZG|Ll6)GE7}|a+XipVgXWvVEpVN`jOin_aq|5dB;JiCZ!NgQ`b)OegQc&=vN~igwrsf=P z)%WiyC`6pfIy%V0o}N4u6cpl8Qq78oe?gZ5Dx`&}Kq3;7asvj38niKmAmi1$9%_K~ zm1a4;w#fD6w3(|m1INkE$@yJBZ$2JG-LpX=`&y?RSzKn_pP+;Up$1qwFEOX4reF~e z*xZkGX_azDOB6Cap6~Wr!NcJZ5g*$xh0KOxNIF2dX?uGc^0ug$m?x;~{u&_ z9XCYX4=R2_&$m>-neRJ1ylZTH6uRH1N?|b=H+VkBvuoYK1>?59JU@V$6tuNvl;-+n zq^02lG(;MU(5WxTE22$)WDGR-ReX5`^z0lQXTTAj0~z`Uuo%IoOI2{kLEDHA_&$Pf z`=N9}VWB4o$^=4wK8NTSFHa}_t-BdE9$+=!Dl1Jv1Hu~;UQpYx08A(NgIeofp%YLD zUI*<6w7k580YG-t^>ECW14^x=p4%9LV6LE~2jZHp$3_S!Sy@@}0}T~` zV`1tQ8g)QPrO1CKuE?{4UEk24Ud{VnI_f)2r~cY~wAsshWb=k}AO{Bk56GF<*A0)` z4w>DK7H4_83m1gOQ_n}dp5F#0?j%2f`))T@<0eUkC> z69h{3e6dhSn;oa^yfFBKSSYG``)J|y;Sm8TNG=T5XOx7@c7~HdN0Vy=hNiC|84V4M znz}lGB(Y=WRG@_cR9sI%Bv;kalJ@dyTQnoZ0dXOGDt@)oyFzbQ#hIIU zG?Ob9K$$OJzNB&3;L>HgU|#G^lmh&P%+e7jlSumwJT@{uz6<0C1J+HLBqWe>Ys}o? z4$$%qf>xaw1+J+E3#FzJervb(Y{;>9bnt`GTGqcHr*S({P6$4{+u7OC^*I{=b|G@~ zAvPSy_0B=}1Q5;<2zarBr~(7pGA$r3n20N8gt@&^%nkh(%ak7LzfM}QbVy&V5Reo7 zKfShRd;m-FZ4bo!S6`#>lk)Wy(D`nw(*B0xRf4WGeSZxI`VD?hUZ5zC&uNPfwEdv3 zMeuGL3pi4+3o3<@Q>98|T`$kx!y_Y*`&_!;#@L?=3K0~jpuXD*@DxC;5Iq9uvw(=$ zKyu{ONeVg@mRp?{n(fKR{B9}Md@fKx+iED8Um9pPX&S*R(1Qra0$_$t3BlSxAeX9` z1@w73*xT9JSzX_&S@~?ZI%M+M}RsRG+D$S62!ECWC{@C=OZi)b}PJ) z*fl*p4a(EPBhrlk1U&8uy+CXC?nbeVgLWTiU8i3(pl7x0Qycn`BB**0=Yb0O&PeLa z@89AM4i1M*U)_%u2dHBCML_`>04_Ly-bXVyB0)(%E7$)y9sKSPLtS9*pNh+u59SV- zJEWna3IgS4AOZ#31(Z?2^YdDe9pWcN1DZ)BEZRx1WdK&rgXIf&T^a(-3dwPais+;0 uU@s=5Bl-hw3JBiUfK2?qJ=4ElppP;SriB9=IYC!9l#GO;c(thEm;V9edicKp diff --git a/master/_images/sphx_glr_02-fused-softmax_001.png b/master/_images/sphx_glr_02-fused-softmax_001.png index dbb633acf6a288cccfd4ca5c69fa1c6317f69890..4072661dbe623e83d1bc54fa06cf693b2dc17ba4 100644 GIT binary patch literal 37345 zcmeFZS5#Bo7YBF&Y0|_(7Ze3ldKVDzQxFverPt7;_udHzf=CmQ-b6%{j+D?tksgZl zp3r;mCCQxp*UUW3`^?j1EtYE~H#hg3v(MhYvX9|!RFr5gvs{KCh~~v}1vLmF4ul{g z3T~`RAGa>vD{gThMhM-uL7YhGrc%^MjdwOY@ zH@D5AhYnzrS9}BqBEIQdQP5%iRrSl*h;&0>Zn!RxScRTJup9t48lRgHY#@@WBCK(xD*@ST8AB8IO%`x@8uJhEYCQkQedy@86+)#(UDzH5s=5yTRKxZyxV2^^lbN2sg~|iNw6SRDT1LNA$YKA#$Kr3 zvNl}uj*`#N2DUY!dFm~P-W?ScruR8`=p<%sI^urnafzg(h_7|q=7U@eqe<8I~>+0l>O(d7s+I22Q?49SYd6T2J;p|DHVbnpQ zeUET`N_iH-)Ohq2mx9ZeFMkXVzb!AHxw5iyRuuhls01AloGfbck8?i)y)KTt%L_Y; z33lYzYWQSQaNGIeH(PC{hgW*#SoJC|iTcrX?xWv3}4MoS7l&?6>c{s zMK-qqIZS+yljfE6YLKAmuc=|p(hpgA?a^-Nrat+qie?VEqwTO_WN3`Mg#O#LxM3em z$@qgXZoGTM;^X8`qrB`ly3e}D?3PRrEzvhWr`uOv!k+Qg?L5IYY=_>JW~p%#)^Cw^ z7tw!?&CJG^6?jbx8Ba=-4clXV#;X2Zq(_Gf_sz>|?=Qu}CElFY;T&}EeKZg7k=PjT z`V#m2Qy*5zltka-C#e$s)%!stv|q=o{uP+TaWDDqaZpk&RbQA(IE2j2krZq19?}JD zYx*;gqsim({#t&5n(6I*M)2RdAfKsOc6IkK+(_)MJ1`QwFN`dAaqa2;BU0Advnla3 zdD32P6g~;BpUaVNJmn}}`!nYb&;N?A)~x8zEws>{!8Bc=cfRF!DoDrJoATrpYLwRG+E>}-wCv1$BYB&6Ji4sg9HvDb9G0)Gp|Lq~Uq`$PS~>Jd zmau1WL}Dez$Hzfl5H@MPv{kz;$A>>J6s8VF;tq@J_PTf%78ixB`ftJfb`>WoY#AT+ zHTa(=J@OXG3^=>5l^_2vTWKF9+INMSS=Y$%^^gC?D`^5wn(RpL@rwti;0NRbP;ia9 zO*&6<4xFwIEhZ3!s#wk-IhmFyOoy4cVCLTwP{lD1y2|F z@#9%hxL6l-vXULMHy0te*T(ADpQFqefIGD;YB;koH8rhTOwfnCHcH#Qj>av$=c6R8 zhVyQ~PrHqn0TWA+ap$fFbZdzzMp-mz1jVp4}anq&(7Pfw4^?hOU!AHJ?M~p&?!z}oA zu$*07YEE@*&dp3Q6gQ4WzIZ7T{MKqE=-YJ`pIg5)>)5ZFlHJQ4q^70~ld8NY&}(4& z-IVt;ND6xxEeZPAiSOIn&nAey)_&*i?R5+8PdXz1HTe5#6&ZBK$m2TVROKieM+)^j zdwVTb`m=(T|Ni~kkA%Y+1YxMLQZwB;FX7VC(x4r3A-9z`1zNny34F8PBLwpHkGXh? zKZ!CV@&&CI1*75e4X#q@7J+*lSy@Y%EyW1qp?j{MPru&p&%3cPV_&(nIb|LCBC(q~ zh@3-F(V~&>-oyT`!CJ{Fzq0BA1x@}?+(~2B&6MmUSYgG9NIZ5sl2wv6aAU&`Qd3iVAS=kl#kHg3;UUr4*%{A{nB4r^-cH`d zhFWx)b*UysP+h)kvmyIpUQ^4%*zYTTN7Z;oRZWOm)UW=C1(jry5FR0Fxu&T2-@ApN zI}h^q=x-XH2ILOfrSsks+IAd4`C(TFdjuvcY-jWGqw!d`&C8NARL?=8uHQM*xu5U*rizbWPG8oplnY4boG37C7PuTkb7bkkY z)2oBI`;8=YLldVtyW@zyw0mzg+>9wH9=dtV9&I||u_X@arzah;JEO=H<)<1N&h;Yj zqyjG^>))q(9x^|2Q@bCYXdlB*&Ak@ry*7lsjt%#vVq+}=BcmmZy5S0nH>)C}WS!s! zX;L%m&&%E_D*V{B{Ytb0lFm|w@0Q8NSSjSTJ`%M#i4gTab8Cy?P_?mn07*$niCGWa z-Kk4UWAiy!A$knntgfz(@70IFdOV>S^${qQZg`i#f!1|9+EC|NEB`sWfQ(voeIu@TZ|6jU`m_H3~mcQc^zM zKOw0OHI#utB;;Qb6WjL|yH}@cB_T8%FDsWBgTtO{pVr*IeLEy1WN4uFOX$zKsi`9C z^P{IR_LH|n2ifGc4TH&={ExvtUS!Vm@LhBm&KnVuVZRLLzZjKuxF)p>elj}3~D zI3JkLD%T@+x;XCFreLOrQ;7I@!kV9q)iF!hi}0A+O<&fpOiG+YXgf~Ve57ziq88q{ zHa{KwX)$Wonr*FK*4is?p`xJhLk`rAlRh{u4tcRCIOVtBv#_-EB_W|LN^+(HdyM9| zx4$fpPoA4Ib*P#p+uPe?dgLW!3U`9|ZD{yw>LJO4Va-|yx9 zZaPwp&2CJR!_Thq=@<({x!k1}q9m)>pefzYBhWsi}fZ;=lul3qT;db(N&uu*&=C3Tv#Ut0h1qmk7yDX56E zc+{`{6M2%m&G=rU3ok&@QR&3rhIm_qJb!m|iv}mlU);End`)}RGn@@S|;dGtd*X!^4kkJ?R7mNZSB*=_3W zv)PWY>Ez{Dt9z~8cRh`tGZo!vZM`{W*n*5HW|&!fYMvJ^EyqHuU9Ngc2Q-If!`JBPg{_&Bu6?s!7*>A+arj@_t|LJQ=zBXa zY87JATruydj61G~{?gRYxCAN={v^yBYfMY-wr)|mlkUw;&2A?!tu|;&{t1llDH?4< z^i|K4$s%zBi6h;v_cRtX2ox~H)a_%Msj?i6ME~AYd3V>qmBwwuDjI!$YFWlwr7gHJ z#jGMjQ{ySAPY0ON51;E$&a=hkmPyCdCdb1yl4FDoY4)>Ze*a*yo0DH2+`mswZ2a!W zc#XE6jR5OlLw$25nA=h{=qpQXyg6BUB20wQgiLfH-ILwGgE^AP`6A+;4BJvK2>fJ3 zcXy9&-R6X~HZ7pv^I6b6o`qv{&#t$qMUw3rQMm(6qLBl8y7VyW)nwH}SGA5J!=-o8 z4E(5s{|Nlg<8q+O6wI3xcfhlAikh6RNiOtHG$ga19NDndtASJbsbSkq*83w`W zQgT2WlIM2OBvQRa-hdf4*7o@$TJbx;|KSoqN#B3hzftOm+5?n2J%YV?+6W^y5XbydjaM|BARw$cA&22ujRPYnnWZsPR_aEs`A z-~HG74Xh4O?KE|;v-1@WBcwYJEn?T+GL~p4!!oLGOd`-J{6W^%OW%9hW2yy=^isGj z0K*hx0IQt6cZ#B9XNZuRCBf9JqehVa=eLCEP0iLTK7rqHp$3Ehb(zWpA8>;6En|In zzmx4eF_lVKcqzqCymSlzw~s?K{`OSf-aBY~%4EK#`LRP;>L~im^K@}(6U=zJT)9{T zP*UcfqguB?zk{^lEhr>XO&-Xi;)aAQmprF*%?I zFs953KIobn*rbCCaZphOd!j!mambeZM1!IA;xtdd7M1e0y1jA>l#Nugi{_Tucx}x0 z2-G3=f{&pLrEA#~O5@bYwKOJA2vYBR5Ls-D+hykMV*c!XO5^&NzZ zW0*-84UA!J6J=A*Z+M-!ZE{p)u^v;QzDoku3eHOZH)Um>idnfM3tlLeAGevxEQ>B56UR7 zv=4rridwJtNuEZs;Ca9ezCm7UF153%j*ZK~7CpD5#;F6HotHwcfM2C_xE#onHC=1c zd3E2X7`EghB$w%dCw!uwO&!RuU-{Rxl+EQ;+C%!lKYv8HRnne6c|sf;8ym?ko0686 z_HwzSqr-TiBQ_)~EG{h#HSLLh?d|RDUzg6JsdqU!xg?<8yH;D!sT!4xq^CdBmjpMq zW&$wDpwf<6S64S^9sqh$%ok+=BFxdGnA@X&q1VNWlQ@dJb(PN5A5{B%?N`h3oEoNDKsA$#&L;mo{Pbx8%`j*nBJ;6rI1t|HvChVZKrHcbl%lDpMr%DC*=WgKmr#^b2U34%dbO zv?S~DJKsboC@BqAyDr!Gl86`lSZF*!(%wWBqSe$ZP6)|XW5h}y@|WW%M&hLB+hf`t zogomcR-=#>DVQOQ&?k@rXKM9)qBO8cR%CRsbi~hIw3@iwo8cyp-~J1N#wzlwcU%n&up`QZ3Y77T6+)hG$$)39T1v5{_1^fMo6&4jA>wmj zWgx)V5=OWDfe}XW$f0cfWTULFYV~I-VJu)CBRS+V$T|E<1kg{S_PkI67|ndtV@@fIT&ku;aC(ho>Z&$pYJ0GunZTnFhxL3cc83(YQj>-Ox9IZeyAzv@p) zYm-bpg^&B{Ggnss`Tg0Alm4Ags8WJaS7csXXK0R*PZ{l#B99hJGjxKZE zkq=&#S7~oF-WsV+L(g8+{4ODUhqVIAxKsyorNe-9#APH=ytd>G2C#8_2>H*c8k1j)S|=fEjP>|6sa+Fu@yE~fiK$MN+3kHqAKfFZ zHzOrS5`@bqfcQ+fymlM4Zq~*YFezEwr>ymsfi{(-c-H*v{VMcBA?f_qa_!#w_ZpBA z)cUSNs>JzPO(TU%1?Yd-bVfy{>u8jw=y(buKBVLl_hIU#|2Y$vs9qCGQC=J)mll8L zJ{kO}nfQC`41u(h@8kES4V)yOQLzcB#ye-_mk8t$>gVAr{=lfTKJrX|3z)pxv1989 zGB?2I6Q?J=;g=ernn5eh^jPS6&Hohe_d&$QcaGPKEsl!^DH)9n+><{Q!jaqO>G&ei zRBE2%RMghobXC1WqXG4V<;hy!8sWiJhe)S7dNS-`v@Gwou=+RP>qe$trp7(UGQIRx z-NIhZ2X{aH-BEx(O}Bda!wMv@hPMd#T^+LfOFa+vfUsGksZ@Dn-wvrB{!hf8(+fl& zQIfRPgUzcGL{}Cgi5qRb?z=Hw2QjxS*>1O*OSVfik3ZFbk|9wecrk4QEH8Eo9=M)G9}`7+^ghiJ%Pbid}YGP=q1 zNe}dk0eD!kahZgtF^}+0&VU`xd*^t6J@3-}TpDP9I{DG%nQ$rkZ%c+MKfwfRdP-Ch zyGP#0z)$O6Fr}^H@Is)vwfa%%2_;mt5xR-uzTPem62VX-5|3#VGl=ARrMR{uxb+aESW;wW0u=^mcX9W)WX1kd>3t^ zo!lAtcU3(O5WEUf*&m%0*bdWhpLG@<Gk=PsfNHNouqJf~3pb>xjL3-k{KIqM=NZ;KMl zz@OZAs{Yzf6%-bJWJ6;e8)!OTTw?e{rK}UaD=i)>SG7{r^=8hB?zi#86NgMZb=JAL zWGnU=8yGRAxFKlIExz9%UW%+hmTK zmV!M>BNho&ft`2k59i=5(;o5E1esn%`f^|tDwJl)eDEj6EoGFZ#khriKd92#ewSHp z?#X=g=@bqcyK+Pl;5$5d;oFMzK21y%rp|82AN&?yr94*WSk~t7>ErVX>)R{O{x1Iy zTCT2QjHb<%aI|}dr#k#vYMkm$6KU;3*!AU1ih(ONhKQwPQNyG7trp9Z5?wnb?`KXA zj^hXS7c)R+OE5%6{@wX|R`dmMC}JBTJB63Zbgv-m;k8CA(gJ_^@&3vZ$YOIXbI#zN zez=wX&_U9)SVsqswC%2T+h6AEPL+%H^N4z6DZe8tl_}Nh+(-aIr5=co*t$9rqJHG1S72$8o1(d7k}=jQRd+6uEbv+jMpPvY zqeO1L(+k%ZFBLIXQLR#+dzu`i~keR(!)Q$DT# z)MH`$+qYLi`U(s0azU;Iq}QZ3;+7QicbsIWCzyikzMo2U?ZjdnR6<1Os*GCD#5$Nf zG*psptdui(IWTP55o^yfd_B++;pc0xeBXo7^%O3^gI#soN_LH@`J$+x;u0kRZB0}} z@D^3Q4+*){+}yk}QphTgzi`Dkw+L0?ap%?pKPZ6#L48yDD}dpe((OQuWs-DY`}gnP z-?lcF&5BVq4GoP^#~i%}WQ`U*jSl3+ecgiNNa!Z9FD&d%fv@&W&s$+Mc1sPpF?CD?HU9RBCepU270^KGRb zn|ck{BYhx6iUt6k38gcYe|eg`p){<|QYGx6vcv7w+{~qh z^R4;!R07|8kGJYhmr?<7+WV)(K~xfe^=SYm4h)E@XUE%pn5N)UAh~vKjF)vD@D!5$ z-IQ}9+nM=NZ`Uc>j<5J=O~2AC3!}*)70Skdx(qS=boh8Nk55sO%=LfbJ76}j%K}@n z&-5Hx_VI@mou051;SYRXb}O%@jwEXL!Q+){4K6pz6gIucp64aGsSrA+EY9ZOK@wT2u49}35f(b|FcV7 zAY!iP4|jdxQeNBY(NG6)6&lNnmpb=U?aX-WX`NrC#WRGZB5#96e4z^?s&DXPI?~3x zQ%fkf{l|QX)WhsW=Ei@cBnQlL+JoUuWM6D^*H`;DZbE$H6?aRJ zcuA` zle)05@G@p{(_?Oap2VDX$)(zjaCUm$$YC?tiZE-Lp`kH#oD1zhk{L%NF^m;@gjTY2rShWR{fkxvD$Ams zQ;Sg2LF?Ta*r9}0M7;IWpTd8z&-Gd>IR#K`Pn>Pa)OE{U=|#0r-z?)Y#tM~ij&sYX zOmBx(*RMV=DP2S8E$Hr`=$}niRT@mLPh4Y300^-n`z_hy%swTsI$kHUVMHtAWjwYc z1+zJcFw={Z-HM}{!CcklAaeF!75f~~edHfLEQts~{Q8M;hF@O?)!q^!sZux1ou9xJ za>5y%N^6;7M%5jSrf|BA)9SUn5PJ}kv_vzlnjZxqDzWkWOw_v@7O@QJ9v!Yfdy~5& zRWd zr(mA(?vZpcmUg41JV(z!#%&Yt62Nf3PU#1{@8z-k+E92T{&n2z*RM%$wPz;bc))8% z=YLjEJb8CwVq%#iy5Vth@auHx_=}5+#!|EP=m*`yV)#o}iW$>XKECYA?bm#+6+3=+ z>`{%>{n-0TQr-Vf^&y%_AARbY4#VpdezI!5&{9oEyL6d2(}_Mb`8V0jDD|0S&T9i! zzt9*d{be>a+%^@iH=Bxs6jO;q2p63{ocLSu`#KJ4^SG%Ta_2qj`>Tej1FldL4WGIW z!@ut%Nz=}csxLOfkh4cM%>8Z_M__b0#u;NCYtl?f)JF`aLV zir)f+7j5qp6O{d&o}&Z}g!Y!r=+K_q~Io1N}028sMX9VS4P zwWZgdv~n2_3{YS0_B1P-0L5PPjp#fcda{`nr1kgA#(m!t|4f>bq=~zjPxbcPEr(*6 z5+j%8A0%+GwFSSD_mz%G-)Dm4?eIb9 zBb*jhCUEN0K0afHK=Xk|z}YGfd%%fF03PdU(Ua2JEr>+@4ZlWIqQgfpCm$X3KlR(| zJ@6+LaiiweTuMx_NtdTO#58KpCV5<+JhEFDQ)P}htS=_V zoEM_wViSY%r&?2{#0~JPhf|`<>;OW!z1ryL&W0_u$w>}yRa5bs=?^?8x&h`<==(GU znHX!}=+0i(o;K~dG$4cWKs?)+LY}%pXqBGh+9CIU}CU--5h%KnTjlO{jI`CzV?9+8>ycuxr zouB@xIvLezq84dQk@2D>dIeKM%iLRRUOe{mlkA6dq5t)e|C1=<7buPxx3$~{jO(;T z296m-%eB7$z*}S3#G4J9-59atIHLP3e~7yViE8)#)!dR^aHgmKEg$7_m7);{b4=nk zLna&u9ll3EUn2a4@n7TM=qu1Iv&r@m&zoZjr0m)I=%z3y>Ss6O=s|Se-Zgv)ukhJF z=iFu^t-TpdI(0XXl5&=+@Au9IA96T(Bf3>Dq9Q&%kFxs8AK3Ks$EASR^`t*_y~OiK>tS1p zxyv$d=k7N-R19+cR*tGqfb%z=v5>47U8=EmQwJcJXom#`7;$0ZnV1Gx1%5L<)3S*N zvP&G~D|pi`+Q^fWztl`{?aOZP|!RVC+tDMg=M*XcTOIqB?Pb(8}6_$denWU z4Zj)9gll9|_c1@_B{~`1gWv3)yhb0Z_Y)dxWG1_Qy><*;v*xVvRF9exHB(55b6t#I z8Xl91QGAxc45b3-ImFIlbvQUv9)DUJh*fUXa8o?yb<(*>t-^sqKEp;d@skZoG;Gqh zUufpM(748Zkn|Yjy2&$iTU<-VyT@fj<&pN`Ela;fq_~en+ZS;qSaON2X|JyXAgr}n z>=~U(?g@sO*9H*zGGFJ}!zJMd%EM0=YjfYxO{>>%3=q3^;>p00+^|Ys;n%-5qt6hE1&Am=+kIP}z zlS-vF?jY&FY%A0;vp-{SK-KKOHe%S>DOUyyZpe8Ua5b9*J&5&T3^{|H5fsS3uOTg= z%60ouP*OkBT=SfY7akovY{^(+!nDCRM#)AYL20t|uu-#{3w5jSY z5kM#1RMuX-eAne1CJ)v2sGR>j;t?CX_$enzB;-2$YHCqakO_zx?#e_ZLHl0Di#QIV zj}KO2=HarATp3q^Y6POt_TZ5CoTzp!Kps<{<9nZ9ko23mopNBK!soM;_$h!YMH2%l zJwvqhh<|d1^}IDhvI0VQ&BmO4+FOj$gc3|l4}1il`)utl@I9V^A9Ahsx4SP%VtmcW z=psrgCqwOO%T?R*b4FS>qH{)kp)v@vU6WmfPzAE0U}9rM+!i`GG0^%~ngq`^pH~p3 z>6GqI!138x;b(%`AmL`~Ix_!fi`?_!rfJW31A8%fe(Os&tDbFzxy(yym$G~R3((#uKB`ZcEhO5?dklqbG9NB{$L%&5$BtBZ)olHqn&nGg&Vfi^_cJHLZk%?E2^WP=FYYfOO%c{0FsVB%+e78{quyCt3FSCzSsZ z15z6Eanr*h+=-3-ArGfoJD`3-#f%Btr$$u9ZN@2x9n4XU^B7xu`M2%T9Zw?0>a{G= z9k{4IsGIn^pC4&wJZZ+C)CNwrAqtmM*jOW4p8!5Dc~~D#dX0e~i!|Gm?zMGEGVSA- zreHl+80dfVUJj%gTdHS%muL~#My!x)*tdem=R_pti{?Q^dn)1SfU&l>gKQ(+Ag)Ra{{n`>P&?eK#42a{7e#-)He$Wj z2Xt!xM^r+jU$P0GM(WCjU#8*W9%)>3k7bJWdSY99GaTG?Og*xF{dfH6LpCrHty1zD z39K2kZ+Ln_ZInKedwZe=&Pzr{AN}#=f7Qa5T|=B*(W&0pi&4tb4?EbAZK?I1vN84V z;v9+!HmStMBn(N=7iX5v*Im21Qx6MOzNb|T0$8sHHBlQ@aA^U%AK4|VCA zyTN)R7KDI^JJC}B@1sm8ld?;7_y7rv_7n&Rqfok}?8(0v$!vLv;S%5=KqVdv#C~1P zghY~t#OPWxIKMy5j`39rU85)syJ9LDtZ2VUHh1Vf{s&GqxmQW5clhViACPl57-V|B zr;>JoprxAr@HIYh_@zI~HTRW+4M7+STJOX|;4t<0rOX|)WYUA5E6D#NulB?Tz3erOX zO1E?6_*t2#5q}VX^Ro+QWK!XL6QvY^pXVgrq`lH}Wu(o|9^r;-T)$~5AY{lIA;=oq z^h1z)w<(m)>!dwwJOhz#>gl|w_>H%~-V!lEa=07TYFvSMC%9eg&k^X*ISs<4VjiVs zxi^z^3;<8*yV0v{{zB1_b<~A7?s2NMfRO*iQJFfA-$)LIo;zqo4lWhMIUC`e1JAo? z%OQt}+VHRK>PdT>U$03YUu^D=e?gE2W_sZMPUfR6l$vOPltc3Eg+|=djQLE8KeY=d zB*xXnb^pRX`XZ5uSo3r18Ca1cL!S!UXNb9SuoNDpogs0k2P;QV+-Ahe=%q~=33%xn9|1g zUOlVi(6yxslDrGhN^YZOBfrsf^F~D(0nKFDH}47tU_0AXy}X)Q>crN#e107Ls{Zt{ zaNnoi>ydjcU%Z$DZ5T;vp|f4Qt`S(`B3eP zs8@w86C=gp{ycjZf0ha5!m+?77@2;Gn3o$x!%t+CMHBZrVq%1RQ5!4;IYSIBLLI%m z+=7C|4f&i=Z|v;&e*gYmA?N%Dw8+>6GF&)b7^!&+ek%E#w#NO}BwtLXQld4qjra{l zqV^TqaNi-PJ<*ci@>Qa6yWb2muLa~}ov2Ld9y0LvU&v@LJSt*FRw$z|Z?oruXvd2? zXM=yd`v!+W(@0&R7?AqPk}Q8z+ z_rs723-6j+S`HNjz`+|b&^x-Yl)|edX6<6t_XTW%=OAhQ6RnnS3vGh#=2TNugbj@| z!i{AfYTsULaGB9RW`_WKEdlZ<@*UO%wR~Z}?Z`J%%|yjewCepDgQJpxbyUa}(?rtP z(Ysnn9*4UT$s;$sE0^p^jXR6D2=1N__Ub9uI%9_J9Bw%~-Z^(yaSqsp;d6$PLU#9AE%B2A)YFju1PIvx!tWcZe^F;Yq zAtjykS5OcMf8d9rCrgg0st(Qq|8D=gD9u0pP;GIXVm1>$KWqde{RSVzg>9IeqpJIy zo^^{pMD$c^dN^uL(Jbh2tGr{dAZunws9OvpIc4`llvAQvtH*i&|i4%arx0^~tOLxD|C--1MVIwNhMfEw3tm%qt z|M&X_P8dErTY=cAPn)_x%CN}miIX;x**Qj!FQ!fvgjiX+rPmk1sg1L0Kabm@O4V|6 zGM@oeibz!F6k(tLGC)_3E8|NeV+D8^*TYv(k@RBT(FYmQh2|7*CO;0zY ziIWJrxQ4u!ijhz{NSP#5+>SE{X2huB=JIGc52Ji%UYaJbR;qq)zm8lL3;nTk7Z8fY zsCY+>2kSs>01&3je=%)hLqlNA?JZ{cYNW%4`yD9L@hq*L%Qxoq6zwQVf>|^alyr2& zHjFSxC#K{$7)im-rlmywH=ZIeo{55jUhcrhAKW43<6ZP2o)mL%F!&I+E7f7gbKvmCo(JGa7l))Pw8v!#o+~t`w*j#kyHDTxNYuiUC!R}&@?)mNWfaQ22 zl(~A*iU%pAf8_WZ0aXDB94Eb9482;D3_nP6o8YOWa|=W6b@Kw?LbAw_bPVyjYF%B7 zoWtEd)~=Q_6=I&SxYv`Ns=gvXje1^OG~HUO8((%guoKH22c%_d@B82(&=bG%I)n*F z9AteCer?-4zXDRkH)@ij#T5R)oUp4+g{XsBzCM@O z9e2zmDtWhjmEG{<9^{$nBUztvkXJ_em?nPM)ci>dB~(|s7iEKIhftFebb%7i_Ew4g z0y|0_z(@VPYV-1QnGT=Qqo1!+f&8{rvo1hrNUo9vCpmyf(p-~Yeu*EfW!^3H6WwsB zrD9FiY!#9~Bx!%+Mzd^v>#9Q7vuii5Di)W+AWfA^z}Iq_LG7RHd%~AclD+Q$a=b9# zGSUIof=xr^az(o)2dKJ1`QP*m8|5u=sPlCc{~&JYT(vyPQ8_}#)unSSZMa>NJdkb_ z{v4@&F1%4_(k@23iCo8brxm&aMmgoaW?25w{yzg9He(0>ruCZ&!U5|B}a+gas7+sg<)6q$&-bf0F#_huW2hXm~Mq=`|fV*hc76W9*;g^P7 z56#WZNuzT!15&^#sh7vo?xTi5e}G91gQ>iG_k+9oc|EX@zKM9I%rAVOpSs%?Ix>Fg z3g&aE1z}(MSv^uojSH~GLOKY`n?)|#IW8OyC!dKuiD>gl@>{zyzR04`avWfVQ>!EZ z>7H;NZU+{?-2LA}uYDeR!hI#l$Se`ksXz*eWy*M-c-OUbak#pj5jy_5F{_%H8YeNb z1@j$a=nsxR@2d9ftq-iec#ZstrCsgC?thavYib4>p}`T(+-?S$47`4J)-xvSf7b1q z=(x8&ucR$2rLW!UuQ$30MxQGoe&m%(3L*6FH=T3-}p@l%3shOZf>%O)~i+Z zCM{&()E>bJA@rVuMx2Y2`Iz{cz}(lVpuMWDshtDPW+k2`>BtV{YZosSl=X7*@kIi2 zhtR71>C-3T;!Q^>zl+^=g0ll&pdaS#wOb1%1T=^;w7@98x_?KYV2e8timzl=j(VP> z9S8dx+DhCn)00N=B{uUv2WN+zWvt~i9IE=cEWYr%(`@Uc`jJPk8SvJnVJxQu&YouN zA#InqUDz&C$j|2xf=LK_c8~mYRv+|ZJvSDK{3rlUAy=ssvsJl+)PvR^FN-%bhg`%6 z2EE+`B0T9clf#y;=&JB)(DB@;aOs`pN?FE0$4Wnv#)Gn-gW@^sx6Omo;UXQiwrJS} zy3cul%Xd2Z!dq-gT`amqNsiC;4bl4Nux#`lJ(fh@t?Do(cJGkG_0hq4-{Y4tgy1po zSOsH@7xgGTmHIt~>B12%AgW*+pgE!S>0m;tRZK11Gf%Rs_$1~pafN;pZB zBy2_|YJvLI;>i;g-eAab5BQTVgCfmo?lQQ1Q!30VzX}iVk-iQZh)GIuCYRqU)66rK z1Oj`~cBLPABann|gN6@Ly^N;m+?gKUWu%LNE#g#{Uu*73kHFv^(#M&zW?gCbA%me^ z&YD~|x<|#fF4~Q0Y%T@Y{==1R$pcB&(2ha>)bZ>}so^GElk&6DE(S&JMA#{lJfk1ziDjDTsbV}ddH!aO5^wh&=BPiXt z&7GCJaR8NLH;t?~dcY^%CiJbUDj+)Lf_1iuoMR!)wKofRe}CJxXEH!v)R&SHp(mh` zkUvZ%Hx8VadaI??mg?B>VzkImYQ3P$YpZ(MYrPQB(b-A)NM1l7dO5>48nmE^*bLo! z7R{z>?U(gj5m4cwB0Om$cMr$`M2*(2WHpAWj?U6Ry@+rA2SR()?;Ag0f zv-*N=^H;~ccWkK$Q=VD@I~{hqKlWv=s_K~&{pvSAexyNAe;$$n`(?# zjf$neBsa(ytiGVnA%@Q{q)5%XW)JN>l87{ zjnLaJLLhfPSce1j;UjgsvIc!-+eRwtW!ypHrn<_m!!%K>nsUl9mN%stWUhM=CqSSG zyrK!%paUnO{`o^E^zku~P-VA{^j)`G(hHAAz1#mr16v$`_k|+LA-x}(Hp(?3NnfU zN>8ye?Y^aK8V-}Pu@mGVE(RJdJA`O2HAZjdv5RU=+A*+#Oc+uU^3>wiv5lz!X&GpV04uT&DBeAO zK`wET_`yNd;`p;m#Kx;xL?vKm&;ci`#?ckF?1PVlEJ``?uQ2gayfJ4!id&ox*fXt0 zHbD=7k)KmbK3)8EludyMi_=Z&Y>xa8_DHf!C=M=w<$gBR;9 zkyMsDv*sKFQl+A;8K%#WGSWh2qsR+o#DasSz>jI5yQ|W{S%A(YnTpI>M*5JomA-5- zD+T{q0G7@Dv=3q4olu}x@hOT`@((z#0?r-*Bjb*k*w@|pcF?WMvecX2O)xZoZ~WrL zi{G_foi7xDKs8az`0`T^$Lm^&Ls9xhn^I8of4Q8O0%h(?a~zOx0y@vQ`mr+KdnlgV ztPq6>%MG!SBxxsjc9^N+4(>{|O8t2D(r_14U7qrX!*pqFk zvc=@8I)S1S%w?Ftk!j8$zIj74=6Bi@TqH9Z`}ODB*PRc#=B5yRi}(gS(rjj3@5fIA zIQGzOr9TK*-k-mI{oDM3ijt0Q8Far|pd0)THYXE>&Dxy6Db)Qb*S=v-_Z)iA*cVu7 zFDhs@KYh1t1bZS6h4uUg+GaF83_*t-K#-SEt!~IOEH5OmswOjybUG2h)ctvcE8XD; zlo}DZ&$(JMU5JCKywOW{df9vUdl!L3O5$X;&1!vf^z8EsX849pG{?Esyi$BZytm0X zRb9iJJ4BGqf4^nv(`E$yJ|`D3nXdnZQGsc8z|C368Q^b2!Gq)+rKBESle4I57uw}= zIr8G!#aU81*QO1sXzM?pJDRv(B|V10V3;Fj%d{X9CeZw$^+3{oLQJbbhrTKuj9n7# z_teDXcBqL{8?zKLkkEG#XY}f^NmDaGN{f}n4%z*hI+Mddi*|Kqhm@6- z@Bc3OH2^xlz0X#2LGwvV@!}0T0|APdoqsj%Ej`OPXvGuIJKMvdA&PJa)16u}8;X;mgh11BQKhEr|`oK`s4MrZP5c!3t0sz62~zf!&BBnf*x z<4gtoKhPb}I1h*eK)A60|8m~B!z}CLmNPs+MCd>VrxIpoXMsfFdOYo^4hvW?BwgzQ zXEWbs#V2M+xpCV*{U=gsZtUL(8r~ixj{kar6TtXs%dr=SX~Vtat0$M{N~Ehicj`l= zpM=xJ$am?|@=?@FFZas^!Fw-~Jx3cNNF$^I1Vs)%nzcVGzxm%+(NAC>f0AuIc)8hn z$5Q^udB{;1U-}*QZqrhss#fEgpKh{C%Q=cU&OoK8Dq41j2%V)FMrVHCDhM55ZIB3tX{AnW|Nis-Ix6S>X^UhbN&aL~ZUcG;J z*H-riS!>NX$LOQ?)>~^mMQCwhOLw~drT7)l5^HP*1Y7=M$%DpYYArWu6d0XeAI59NEw z-w}3Y5@n(m!K-56(IoXa&hCWTzaP2$5jM7`tfKZ)d1Y(fP=@dzZbddMD?6lRgq^nC zpxX*t(=y(8Oz*1*6Z z+oUTTbT$OgP2~_BPuq%sU3KPWF6b|B5)-qaf+0bTas#xiQ=GAaj*F&n6;Ud(ejr_3 zAIpQD!=QBN6`&V6>vw5lpv(oSLUG$-gwH>}%IK^NR;> z^r~$w%3tnJ-jtu;T>00espu!|U9{N?bb49--WXL*`LeAkAIo5N@bW`*h2$)t%$+N1 zC3UL&0YGU+iwx1OeA7VIi$bbV&8F)zimH*GGI8iVw$%M7j}~=M7-e2tS%J&P?Y=ooWPeaFIwjcK07WfyyDl=yq347m-NfL;KYd& zZ!M*|Kpk;4(R2amDb=x%%x3KlRU=Hby#x=GX@xd*&haT46}7T<5cw z7DyJldU|FxClj|!h_8%g6%4<6k!0lqk2IRi>6OY?2PT@gT1BT>H4!h zexadKjnSeRcd3gV%O0(rs{buY2k(UJhdt4t4n;x4-f3bJzprhRxw-jfoo#Y*a@1k_ z#>&)M@-LRXlS_OV6La94^;nyk>ReEN|ADfz8IuxwDrgP%wf@Qf!TQ&ROnk0cPNe92 zr0p5KuX~rzj?3Q8FEooc{6h1k*x^f2WcM#iRdssj^@&FLhGXR3L=s zG5aO4hnBWrEVDLL&|>h=g>l=x`}Sqn&E5+?V{mb@yTt4qGu#S}Pc5Q2`chp@VR@FC z`J7)%vSL6)#QqbrU`g#^VUZqch@xH*0^0Ep^Xbh*F^HnY!pmw64;;9NySl(y)OEWq zth_cWm~1eWh2Ap1H?;62+c`F@()G}Vk;w01O*6OGOM55pp1Aubs8U-{moooPTfW&5 zfGd0HeymSUW*amQ!|232+5(XV3X+YKZx-7kgeYAuJ)`RLJRYstoFL7in(s%%5keY| zo7x~W$`So&*&x@r{dS540W8$Th{s?%F@hGV^Xro*j076Hi_9$njsLyh^n{L=Q|A81r)67r$JzvR zcQ#GZp$IZbFG`iFc*z`A$5#=vsdrX7W)^5RSm4n{Y&$=E7;R>Cyb&RgQku-b14Y;| z*=S~^pw|g^_DM|^j;3DoKF!}pa8TjR@L_0{r6m2%JN4Y~;ih;>lrjTA+_VuwRUa)4 z;32uEsueZm7%7Tvtj-=0bH+0vzConF*SSjqal{fdua__DZccrdljSAqeP7mk1Y;R6 z_zpNuUFcmBh#&-gR1x)`!EP(~^_)HbPg1h&)CY2-Ij34rBbL_igm2Qa!^~?DbH_i? zUA!i-qq!kea&++rQx#j4?)`{30vDm8N~n*JbiGdd(e0X1v)J0-W@1qkPNo)32qnzg ziA3Lhr!OhFEyih{5#qYHL9+)qfLge@U0S#!j*aUTo1X56d^A(CasM5!ZEy1P+X&U0 z7kFy9rOCHBVXU%E^Y_qDtBw3`hLq~NT8=9#d6JUql1_@3ncmf}2<$)POvxMiY`RXi zkwGj5O)AUVCpkI!Ap_J83=Rf!-=`Lj&;)KKTTC2E)ce80wB_-d_+y_PkhIi$Chxqz5^=sJ}G5H@0FtIr;WIc8t$^ix_)y|&g<0I1x=2A1n zY4Kf3N{Z*z>(|~;X?8))XxBT9)1TpdFF1%#iFa)+TW>ix5GY4g!Q+Kb@{?lwcHa5P z9*vQ?hXn(4{jmR`>QqnHbmg_3(nNjt{r->lVZ3%Ty0729ecNO~IPdg7XHPvhwj$Cr z=~r5|^R@cf2!5(3NIs$)#Wx}m?`c_C8!pqU-7(lH?*H@a$#=9-FNOT+f)sk>{UwvE zREwJ2ihStz6>mtAPbQpvhGLw> zz@$#PGl9k1_e15O-rDjULH|Y`=w9kL$Rgbw76j^BZAZ-QzVE(PbMp* z{30lHo%v><<4vYpDW_|0a$5c?_c?{qxG&dzRH^eU@SETXNg?OOjru{!r;=?WK0VKPnFsS!{k zA-a`MR+xs!at0Rxi;OqdhW@ms9iXJ+z+DSGlANWd2`i0!#LcCF5Dg-OA$aaXumN~M z$GQ2SpkNr1-e(hCMXmBdM?C}|G|*05qbqQ(UMnt`kp}a@*7%#wYJa4&X3qD~o|fY& zdt|r!H~SWg>O43Ze%JD2g#>Y72{*z%!dz#QEmDp!VH+-jdWh%a7~2VR5e0+MCU;hQ z58=t;0F{R&{H7YHV%eh{KDuoub~;I9b*e%Hryz$~VIbUb@@ilrR$2m^scBnVF!1j; zC+sA_dL-%0nVPbq;2y9%Z=idN+*2Q(My^^)IFj7eZdKgN;n8;6p!lRWOoMmcE{ zR!Cr--$VBF9^_GcDEhS4TBvfBp$3Q&vih~LKDqHH3FOP;91x~m(ih!QeqFrGvYNH| zFbS3};M0r7v9qH3|O14QTa(mSYCAzXMOAHZjkOZM1HCE zKSH+u903n8^4)`%7UMa9&OVJpI*72Yvu;nH_RTJt7N}PJUDi&@qAN#;dWqDQSGRgM zQF~(CDz#5ZP~)@K{47x5J)@BZS(O6#%XU3+`b z2d+*UnQz};**lCE?x8V@jn63DzyBO_kRlJ#rz?>x5uu^gNMVw#qMvv5Kvk=c16c%C zU)lG+J@)h44IZ*b$9SrO=-Tr9_;u{HP*Degvt5?71c4PWIE9G%ojachQy9*?PV;Ju z=H_Oy)`jtoD~LcTCM2`d$yp>qKfE$OzUltY?2~bEaZp2uOxfDo3l-TIIZM+RsJ^FT zPh0KV*I+lw3>LvqaGFWqyO`)-KCU*VR@CErZ_9DeU4OmC0UN@r*RSjJeSAvAc>1X6 z29TDK*0dh282Wwthy)X^GrRPo?e2NEBtoX}UL|iLG$zlq@1nYG-&Vp2i-d*qAzCyj zPr~vXvu#N?PDkSLL<$CA9cty=g-TtwH$%O|KEtG|@X}`?R^$3`{+8~G3cKX>)yl@*iZipW-Y`-fDaKO~#*&Z0^zHsrvsxf`bnAi-yc#V2F&?2kV`;>GM}6itMn* z>`+~{Bh3JhnVMbU{o6CSX{V4#^dq6@ZP$;1uuB@p0rx71zanvkMD(hBL9fXER{ndc znlKTCexzwMLPP=0P3NJMhwJ6xQBi7o?5}&UPZkj-7FT*U8qk$EmGVJYuVyb|`lmNn z1C%nfx8iaALZA`T-BbN|D| z@fJf31bsW(sCB}laliN@5menGbKm7Ukr5p|cI@=Mx=`ArS`V5d=^f*axFNXA;-8Jk zh*}}Y*+1NpOb>B8R8I%QbRSd@)x7XT{uAi7pQ7iPiFE2zV+-OpJkF|6;u2s5yXcP+ z2b;mhn8uB@o(;2~28mh>+aCPP?#ry@q6}<@g&jiXFXWD?)@$*nU)-Xd?MRLTQrWWH znD&d*_$>ARaRkWWjP%$7xS~B>pDbi!!TiVX)I*=>KF$t_HnxbS{ov>`JjKpV?9gn( zmZX~Pl;+ye&g*u>kx~j;`f_TGS=ed49V-iyLwFcs#$iX$_FF01r9z@!P;`N#%xCcR z_zT!A(!y&&_nQ3=@)O8m<_ob!87iaMvzLGGKHF`31X#viI=UZ=)}~g65bALUAmjV? zwndpzQ(2j@$7zA(wWRmvIwuNtnXcT9ae_td{fAq0ZR?@KSLA+iX{}!AUus<5AelOB zbl4fU>FjX55(l%RTZWrNGKEH85RI#i<<_#zc`*(Xg2XbxAzwrMLZGiiUU5^g1(a>t zz6R5KzG3y8Yjtd#(RXL|HgY?aN?M2PrV&)Pq9f@ejO{$zd2^(ch)igW5%4aNfpj}> ztQ98tct}NM0MFt3#b`4AuwikP=rVV3_WZC&kvJOKqD)#vNl5r5^jhD)e?LBjc%(L} zqkBBz$RbPS@Hj5T{nvb9!Au2vd$vvUx0s`cZ&RX_7#tXoXPV7}ox@!?PvobJs{#+v z&-!WWT(^?#^FSKyo{&=KlUq|CFQ*23Y>7k8j?JrsU+zwhElKicpo~dPI&%0nw|0g0 z((sHg(at!mzqQrbTy&sx=AR!5!w(Th?E?JduzKA^5b0~ks6}oXuroj;EDt!m_|b<^ zrSz%p!iD_)WMR{wWOBHO$V6=|hvQm^)5`p}xJ%?P(R7}gt~xMF{A$zjCBB9%sz z#RVExTr5(qT5v=_VBTZMw5TiFxcy~}^ZHV#hQ=QaynSFGvF#;*eB`6omX8XR_!TN- zbqZPJAo{^D#fbms`X>{jc)hEhiAj2Jx*f1tmD*5TnH@;r&XKrrL@z_h$M(P130szt z$g{DtzkquNiK}Sr^dqQN&Mz4>C!kRBy*6Yj6h&wl@)+GE#PzR5S0ARX|28~5!?#F?34W~Soj&Kp^X}HWGoHp5 zwQUdkH&idDrZQhvP*CVy26|IV015x}&Mr%`b~JwNpYAn1XZZfnBb=d*0N07&N!2-I zDRfm@dS~Y@O3EV~9Aj^Xm>^Rm>=KPyQ{%6PaPg}vz7w6xJgMjCD1t=swMN+^7_aU5 zZmh6hKS%6EOzN5^&4Vkw{KXk;b-IbBcKi_5BC+xe`{F-5AdAIosi_xM&^DY10 zjgNwD3TzCoqSJwVIqr%tD*;=%|e?|O`@mg~`{!H|PO9I(_`W_#^=YV{+4!e6D z7~U{+{xPYp(a4{oQ91Fef)&)_7A_Uw*b438Gf45LKGDifflrWS*m4TVNyE}mOk;v{ zQ0wDjVr3ySRW5rZN|<0EBhy8F+G$#`lgPVd#g^Q1A9N_#H(<+@Lxfg?9Q_<5E`(GR zOF`IJjgCXzZi%>dQGw+Op7UY#XZOg@fx3BhG?ZEn#zNUG_ABYg1is zhjN5{8#fm1daY;rzXaM|OX3iIQ@I-u7=3=%Ojz*P$#x4V!TvOUK2~Cr>emFGgrbPf z1$HcfP@&EIZI+!~ooytq>4Gpx)p5GgwS!vp?`~ot<#pQ|^_D^at01)Cww*Q~2lpmI zeP@R?NC=d0k4%EB+VK~7x0a(z4#XK)Wl*8#T2oU~8=Nn58jtUMau;sOOrbX&PGrPo zypc%wdODSj-ljBkNwG0ePWw1`O8VgBAf>NgPEEKY2Re6HSQr)4nYT@Agm!FgxrVcF z-xFmM6E1u`(rLc^iiq>VL>E~rq{kjUKF7{3OjT?}*Jb<8oua{crVu60z?7-#<)I6oc^9B;l-m8+5$b+g2fa8ByAw>qXpa=)<`)a^yb(u!c&8#i zi*Prv9;DcidcC*&C&%k7nEm%0PsaOuMcRKRc+vfqLeuso@?yDYG}_OPDbvaa2)%*( zLX*e22QuA-i=66Zy;gfZ?r8%-oCvkvG2K$I{s8vsZiX~umavdTJ(dYm8n6~v(aO4I zV5}jJtm89LYoY+C#eWlN)+x>&a}i=kptPXgKb+K*sdqisq^sunKK8aOeQK^&*C->b zaKdv&=B>=_1;P)VDQ>&yvGl<~egfnsdqVUvb~Re{PG9zArw}-ggqhN&(~O*0SY3ry z{V3jlVe`j96L!V1dvUs-$aC!A??_-VIQoTj2d6Tac(u1!7e%4AO#Ru2ZpIlbIWDBV z$Ix3vK`Tt+P%jQ$U3CPqYH`u(WuZQA_U~0Q_7f)#9y|67Uk3m%S|oIM&l@qNjZFb% zp*QZ`I!5}|a6fh2iqmFSaRAU4-Ew>gKxtTu0^soFX1|E5DG|g&QaoMPeLh zw!@c_pG5pdpegU)QzbSlkI$-Fx9h>F=HyOu_SS#0Ae8_#iJ3}X2&>fzrZo0F)#IM} z)ySPG>MSg~_IK}w>ay%-YsT7azJzbbO6zYm>M(4B2DUf#;pD3}wHtTuFiF3TXo8G0 zrT;EpW|!3R*-_`}EjtVxO^T-_Q750^;J`w2gOO|~DlZnfMT?>?!dMiZR3&sqr*bZH zx*R|6e8EHNQvWHNX&lQ-97?;iZr^q=R3o@CMr?yNtCiXAiaXIa ze%pN6Yy5PuTttk0bzMjJE4uQ+W;ht_prj<827{30eJ91l&u_O*Rl}3U<&mqzo4A?f z;<|Prck&_e>W?ggV{%264SH(aI=V&v=&)akSQG#wBY5I&P1}Z-o>8{~TK}!{g~78O zF|ue$hCK~~oj|%-k0jl=(j5b>ffM?B(V>Q>j1tnRX3qHiu%ZFu-SJ~r73}+7?Iro% zfHnIty_5u#P)uKcM}5ys`6{_mv4vTD6`I}frD%jk5jpKuZz;XyuOnWD;?LocLq!Fu zsOyn54qtBPjhC`#AJu@T0#+5SMS-+cc_dS&XuiLcfXTE<7cHDa!>SZ_GlnLD2>wl6IOxvG5hC@HNn%oICe<2t?%NVkF-8Tqd!Jxf6WwDbJyyxMbEvjQ~y%fH3|x$ z7w8aV0|c)DVxQeA6xPY2rV{6lAlsv1*(3di?`3xS8GHA+1nFb}i7Nti8yd4UGbiQ( z_u!jw3{lsYu8kww)wvHMHuq}5jg9yu9?W5_Lwe&AImH>jb`lIM-MzYZM(t?kDemnG zyW0Fc;oM;s5Zwuxwl?LV@2uB6M7Jc?D|7R`L|07zgN*rei_Hsy?{{fm)bZHq&GwPT zwaZZP;Cp@O{n^f*4MFo&Crdv1{hP^$xXZ6_m;L|nQ9XGoOqVHO1Jxy^VgY4dE6aU< z4r_Y3-zQ&zWDgeCU!Onq)qnjzeXe>;_V%zWUY=Qi{7~+0{0>TEQHxKDcBM&GOe=E9Iv0&8C1yn8JYWso6n+{sv;Jot-N9$szDwA(`=~?D>Dm2ad0@$|w+{ESfa2 z7qfz@w`uwCyi&Q`KWC3_TKUH2S9#3%I5K9t7?&80Ydb#sJZ1s+G^5D&Y$ap3RdI8{+!NCf`+ul<){!C#t8ZsM{QBA^q z*@`CLW^6^lNT}wh(^dSyWxa3WaPkStw8j^WQ+<4n3=HTnB2TFcmX+n*n!4F~?^tZ7 z;-l}4RXvZDGuZgP)_As`YR9SF6;K~OQhi!g$8kG5VTs z;^laMjo<_KrBkX+a%d0G$=~pEmDIVIZ7!v=X7anJrpJ{Em zOTOls{Jz*Lb0+ir)Xb9O-uxYlk2)6W+E2TqCzVxZ?3|;aqnYI@;@mxJd3}WL{)eQK zpc~QM>_KEdny=<^?DDI@+r`$Kz@aT%49YIXDxr3dR+Ki4|jhKWfp^MEujwl>~;jrK{o zvA_3D?@G0aV=x;V$$0l9ab~KWI_B$&cxY+aK9Z~lBCrG#H?U$@c^J2z4%Xv3Qp6J> z8t>31m+1}`{PqlYzdimJ4RudJ1`T5J2S(0@gPcMsKaR&>oj&ipY`Zf{xBz}m7nC<) z!^QMfjLwE%Xq~z}!CB?bJ=Iyydo}3%P+}9u8nVB0#=C%i zL30E(V!LvBfZEfd;ea3RrP3>`HfzZ+PY*as5}T<$asze;sM3SbjbY+x-5^kxFaU8} zAuswW+-E;ha{CdE7V7AE5ZD~R7&i1fz`r64w#VlGti``3;!3~^=l5|{qaTcH!8mdC zWXs7JS9@@BAxKU^T~b|{74A%#T8-PF7SS7BPZ{Ir^z70;4%>`Vc{yz zHdAaoo-J0GT1R z@XsmO2U3fxW=Yp$1D{)LWfS?S-R6x*N^LnL@WSNtRBi>CFUZ%^jHO3JR?Zhd^`!?t zJC2_P9xVmQ?P|sQLt2?D@M4yKd7VsI8XjPPf~^33X;a;?`$II_L~%r9E0!V zb##EK?Lu;ROw8l&iNRe1c zWverkz)*#MXTaJ%Qsy{t`k)Eft5**R3k%;&&|aJspKyME>OUPtTz|s;EwXs;I#X$3 z&!xm|1apB{o`7I~j2!Dj-;hmQT-+32e%+uB-(QJ037FTA@3>@cZecM3u+O@PrKqc6 zb!nC;oCr3@n>W4xvYY%{3}4dnq+UFIn6og?y?`ae5N3OUQdHR`Zc{4JkNUeBMu0zeQnfonR5{<7%? zdJ?rPHk}s$6Tsx?Mzly6?A}jnmXk}V!j&q02SO4!|rT@busxVlLXkczhq0OWWdM|in#4RTHhEujEUuciZ96fXh z8wDDhjg-(t&M?AnbBzltuz) z3(IN{dO^_3a*SFxn*sovMZhcTQ|4<45 z0CRRKVZ#&l7t;BctL=BU#YI~JCFHqR$MEvy%TSDI0MTTVX2r9emhis;`p<{8h92>C zNpGgh_wF47&x=(2x9K`iwx?Z1HmG@%=fcstLVwvWCPo&Gsgx4Jn)jXH^18_zPM3Xl zCF=JYqovKvcnOD9_{Z3aus++x!gQh;qb!=5oBz|QDFLM&Fj_}&hFr( z*lU{tPzTHYwt|ABuI^Ey-2*J~9%f0PiH!`9J?LN2VLxVJj9u$%+`vYyFe^~aS4}M+ zfBg6{ll@uZ#jFy)<&vzy57@`9K=|4afr?o9g;t}6bNq?2F)}x9+~_4{Ii!?E6Sx1t z{p?L&M=YCw_S-K^)PqSch?cbNV3@v?v~=aTbwEgn;yXtfnOz7FBw(bhr`g+_J77rr z??LBYPayGHEO@OcO>}NTYA^pA&!p{NJQK~{a#s?uQvOG#2@@iLYrOudJMls~%_piz za2pOHtaYQKWk7Nze2DR>9oObs@fb|e$S|*BvDtm#03OGgfa9|F@aj|yJR}#exxN)x z=%*IXTw{fAH@Hm&DBeTQnH|PE%&ksfze^Y@!WRf~NmZ*Bd612WCL#cxrRC8y!J$YC z5-~m{{cZ~S$4nu$l~a8cL>aodG4FpHQ#2l4#jCz)h&(e&`azy@1nv<{i^D4`N16Vy zS3cbGe}}gHzZ_IY#1>+eq6_Z%{P|(DWzZ<`1JzyOlpItqa4@j<;f`x7eMge06G?;+j zZFT{A5k=4?5IJH1x&tEq1gNzR-Of!@|3sLVpdArtKTuOeHLHC%_1q6U$`|X2_Shm= z!2>2_JV%VJ9nDnAI+YGD=!b~_SuPfG72VjR(JUzLd3iG;!=G(&qE z(ok@?00^TR$@Y9$VO5e^Ve%kQWBXxqW{ziC40CFpv^i+OybK5k6L%IvE-D133|b4k zMn5=!H<6X&cpU!zj+SW0gF)p85`z~L|8sP|F)N2e@B>28DJ!y>{5)dGI%kF9IR7>H z?5>mV;p6*}!*g=OSBU3Io0+J1(TND~ZI|?x?n!0-Ojj9i;}C$S4mfG2Zq5^ejx-MH zv_5z_ZFb*EneywdS%*u<=AqKbm6dAFhImvYkmj0e2ui;We+jv$yW1|+A9JTkKrkGJ zI%|X1RN8K(ADL4BIHmok_ghU zU)v@)8#X+S%63c`(CS$UZP2k@d)$hG*P4DZVO+d}HFwNS?%34tspDpLYEYG5Z>29% zP@ecpmpHr5HW>f_heLduzvR`P9`Ed}Q<}JWB#a9pOGjP=)db(}~kVfLr}^}{(0{d2v1j;=rAjv$%Og8#!wfAaMb zk>&o^1nx2)H2%6=p78R4X)G*5rF^6YyPGF=20G1!D7M4uqv*PIfPc&f)VpKVJr{7( zP|@ag<#OJ%uE~>Y3oi49?2-5F(!phc@mfF+u&D3=b`64^3kY?9_|VGFnOzT1x4psT%GyKlohgwflIojP$%0N1cH3U43a_ zAKXThGsmC+%8#wsNQ$}Z*@BEs=2Ed^kH;wq&(EdU*F zFR!=!cSK~WoQ!{UmxNDO@q<~yyh|g?Sx>Lw8Y+r6Kmh21B*DaAT^lPSuMy*!+?4zK z0rrY7n7Qq0nGyKoi_Jg)@QKL)=c;=-2o($~JsIz-)m`hgp`g^xQ93ytn4YD19JET_ zjXz63CZ?8)i*x>PB8aHytpQFaSiwr^nwnD|GwB!kS6VAdW27C5g)g0AFq2DiVDn8#;6?2-^z2!pI z@I3<9QE3@{g<2JFbZFkMJfzFwNVLxNZn{VH>p}d2Ms4XfWI!x;A1e{#?(;FdeMGL^ zdQ{+|@u73$GU$=j<^c)OmgU9g0R{_NmhrCKo?MoQmesJOvQWa_8n(Dv7Q1QpJgFGO zvYK5wAfC3Dfuu0>elTrzy$0Jq9cH2g1NmN#{K`T`A(qy-6;WV&Cc5E;D<`x87BMiK z@it_lI6;_=d|4hSZ=7{@g+&kC0}b}~1glHiZ@T&Gq}F_Rdyx9;U*AOIg~7UTFSnbF zad7UnLBPY~a2;I>pYJbJZ{0L_KupoeRzBVw*Y#D@8D^5~YbyKsjqdc?%=QKkc1zpO zf_+b>m$p203f2LY{i0u6CT9vy%mxy#{7`K*m@%E|2^Y8Jp`sHjep3T{j(~YSe>9@| z1#9;8+cq$HNuHT~NZb1CX=`XjEEN@3q|>4O^CoXIje)3$tF6ezj-_aH*|#}Yz{yDF zsvsKzhm9P8MhEG!D3GHYM@@pr`jWWFr{eM1Bo0bbv&0t$bX{Ij`oFbmtEUbAZZbtD z5ngc54mht)4?mUt`rikArIe+fQHTBntcgs-xAXB69|&y@T~1cdxd^MG*08f2TOPlt z8a-6QSovH$g~HKbZ6r%P!|dUJrz|{7w#6FUk%M{TehQh%_jW^mnUA31=~-A~1s=5^ zlsndQTd#fWm$CT^b2PM+(g{<`XTdw!K-;F!-x43)bl&EDmtkV3ijS-7R!Tw$jsWJl z(>q@I4qvzge;h2m;I9h9V?fR83%Q)d*6T*Ae$!;)lgnWmna+pu&e2CyNVx1(-%n!_tJDfR?(hV2#@hh?tEH1y2FdN z7^W=+7QImn4DV~yD`Q*9S#nt+bNG#8qmrjCxVBk8@=;r+qIKEJ6`3+>m(E|RscXM~ zRs^#&+ui8R;x^qkwfL)wTE!aZ_qH=Eq|i-MQT&t4xg4Pz_pl$zdq?Xv=!aGIi z0BwRAyeoOB%5}q+0_gEYrOj|%1B2q3)>nbjl%wU!YZg}YB|YdAcVI0Em<#ERK$b_ zw094H>Z;tk{tt=%END7GcQ;v>o1-Av8Hld0LHz8J{`QqxW{#sr-TeGs+k{-L7@W30 zVNOp&Pe-2*ub?NJ6*mc97S!FR=MVE$1uZ&IF zU`0UR{zb$AtD!b6ADhz~nb*($TUF%k)Jx zpS@X^UTNkiWJIgzD`&y}t29@E;C+F;^q_OE(i9A9>DZme=CABf-74WO@gLBz^s8_J z7=}e7G_HVo{!#0@g0iPu_!w^m*V8a$};rm3(dff)^*nt)<2N?`#ORN`k zS<=gWupxk^1DsaRJ-BipLZt)ad|K*1_*dMuBGRh%-(UNV&BZHQ^5KA9G8mGDW6MkB zP-VS>`RQ@s#JhONzCIt@=Ps&`KA6gE?q)wZM@_b8&->XfjmIIJBQlS1cTv04jvf|0 zR&v`Y8(~+A-xo?uvyg}jAGMXviLRYjviuo&uYDtEvg^%R^@$Hu`{k$Smm6^v z-n-TN$i2n2-jFiedPSvu?Spx@o1J_1wv|SUsksF%yUBF%{wF0?-&9(-Rz6nKC#fkI zD!h)|0y7}gjDr=_;<_j*!JR-QlkZ=eE&1Rb>_&}IBGwpZvAg1mdJs$BSTI11@ z9#LHYP)pwT_l!rjmV-@w(Q5b_J7C;xh398$XHLS-2{7~iV-G0Y3iE3OJbUEvc#Yu-*U#Xp! zgEgj>Rd2TNNN}e&LME)rQEDiKWi=TWWVCHZeWFeMZtp!5BxIadAw8bubqHmYS#P~I z`cOG_QFxr1<9tw@#BW>B>HN2q!(ku{xXd&t8_jW-+{@RXsesQ=*7k?M6iOF=QG#O# zk}gqvZ`1tt>at4#)eT=(QK{?K`!lLokHGDjJ+1iVXlhaF&)V|ugWNY2w1Ne7xa0pY zI((=Zx5|P&jlg)F$1mu z`F~*mr>rJTAOOTfN>5Dq1_JbfU=95CzmndOyr8G5Qg(ha)h;AsgXKEP8IF=iBi~|7 z_k3Zm)tUCGTn(K*a^0HqLwRpjtvF?!!2Z9J7v9$>%MVx(tD*EWv#qh_6ntyjkTPO? zgaOWftbYsu+1wun3%z*W z;stDT59RumEAazQdk(*nrK5fU@{m!&|1qOT_v~zLeSh)%P>W5F zPnZ^iaa)$_f!vL9^v9IT97G9|_MRYL`0cdBC~PgfB;LNbJ?5d%SC$TJ64+{eg`729 zlAn$3G~3tH3xAf<_UvbRK|GsY0}%kW)ft#K;erDOhBBYY_ls#x{t9Ko0iYA^cllh)Twz_;JC`NKbxUhu>yYwOe)W*r-jKens@o z-$gU*qU-Ra%ula)iY$A*ZQS?9#96|T<|DIK_`oT^L@vWB1+GGDb9)an)1b+tTxfKX zEQ0!db1QMG*AG4%4(|+tJrPWHQ7nG&+Q+w94*?Le$L2f(4VmlW-iJ7!eLbDa1_s|Y z8YN;*haoODu*+}=(zf#cx!n_Qi_i6VKDrFf{EP+f zY;U9Mc&wIEW9Kj0ZuW1GLifT-;R;r`ATME}8I{=mWw~qAsD!_shicFyqE_xj%rEGk z$b+^1Ni44%l}QfB_c(_`hcQr0s;dA{q<3WLm;L7=TCCgZD~)Pg6v@-i%$7fHCX3jq zyLz&}0EOo#x6k)$d9kztyneLb@6Da)slf%pR@=fm@}X6OVS=OZQ}c&{@GC>gcoFpm z;cu7UU+HMSl;}8L)tH~!YV}4ke$OC<+&=^FzP#OADi-6TLlpX z4!qxR843|?^ko#^{1v9r9uf#aXN)kO?`SpbF-N2d&A4OElz z$_*H|vv=&E=rI-yWBHUWfm{~=QvXY?5L5Mz+53#Gx7CXAQ8DS|Yo&W-GdLup)@l8) zOW}#Da=TQ6pi;@H(ftwC{o>4XZj^obwOz$_eG%DSMpw0MU;P-tmhdOlZ#LONG*d~~ z#L1Q$aM--Dti4Bcqa|ReV+d_%adG1n*PALQ#%VkFVwYUXsWh+}XvA|!0-Fik0g{eS zIJs^ssDG~7FE$AC=Bdg_4Ilwe9=x%NG9=bQZ%X6Z3m zzTUK^ik)oh$V!5s?%q$v=KQz)m!V@GEl9w%H8J3JZbrTx*)gwbJvgbW*vCZ(56$At zh$Q-14x^+S->cGOVtAdm2c~}zbd!QxK8;h;V;=ffJ*9vGC=gzkH2#uOm>~o(3&zym z$SgW(z_`PO_)Ff{lum=9B4zRvo<#N4^R?yp(_;(cR?H}(@jv+g2V|Rp!Ea1_6+9$D zQ9Bflx0AA3D$85z>Hi=Ff)Uv0o4*#@&Dy7W;#wmysn*EatV*`@&!dzv#r~=Z}fDpRY|CAn30@WnaQv0+Ql|0QJGG$BlRGITliWZ=jq`3Tn=l# z_X-C2vEeWIERs*&PvKPl=F4eOd$c{UM(WCWrd@|9{Ae#Sy;+;meY$Fzd46JU?KOAI z;=vg;jY;<@JF(o3zq60VEz%Y&im20^ev36c{&wH3#qhF|Q%NS*VOy}7dG#BZ8N4Oi zj0MnYdfV^~8lR#rAE<*uZyX~;9>6MJB@M#kgl0Vps|J0VWGjh^#O6FM<~?KNLE_XzuN5^7Zw}G*7AU+D5T|(f4b&@|SDryfiGY5C+;;Zc3+-q7| zaf>S}wcuiu6!sX&D=Hob4I_XM`vNO}&D?4)DJm+Osrg|u7PnAb`noAH; z!uW*P*z*@JU5d}nz7rl1p@$CJo_+h+o;-PStsYm$jf^ib@|@X4NOXk@27*xz7pXDtatGs9)=TnrF=q9scTJY%Jm?U>==We|Axo*k!a}sxC6E~(BE+q? zU*|a1)YRxgNoL+#zG>4za%$E)DGuzu5PrQVD=Qo8ERegaq5_?%y1$DH3BCizfE7VdXd$^f8RlJT zbK{0rQQmI_s0n6%2goM*h(hM5o!4>MZOQ9^NpV;exa>!d9J$njN%ctt`M{*BKPUXY z6l+>)stlKpBa6fex?tr%w`&z$a?#6%{f4B+<|r`Z~Z8@_M?b!~7y6-+#y2U0hm< z%gt4INAT0BwmrEW5FPC^KX0v?Z~CFRW3`O)ZZ^ffef!QiEuSI978EeHw6qYTPDz7& z(Pw8vYhsF~@xf!8M>J1|k$7H@xRJ$%Kz4ip`})>e`ZiKlJGj3iuTw=D2h0zhJxfS2 zCBd5@m5*3{)Z{rqA9zbA3nCHPd;En0%F@ox;@il{MKf6PPH}O4rWRjy!4MbrAE7i~ z+uJ=~y*i9@qaPwkB}{lCVlZYMk(Y}*M2_(dSPJnv%p129s;5;!hrS{2)A|~^dPZWb zClM`n?{>kxz#!3&CV6CfjnbVxmN;hN!tF{5l$fN z@JhzTmYNI{g2q#J@c41^fq?;v9Xn>Mgj?Cbp+Wx+;#L+CtQ9ESD_qg1qek^DHqo#E zJ&!M(1b;zEeHoU4;o;%%>i~U(V(?O{v8^ow)WwfIV&A^4ZXNd{pV}20g88}?Jv|%G zADTsrJ44V@c}30c2c%DC!(R{Gk(bv((O+ZsqVjQE+@Zho^GScI?rCKx9ji06e2^KA zJ%QkB^ROy~iHYfJSC@CuL?NYp2`m1E+N2VS{Mgn}tR4QCZ_v>a^n_#|Lb-6xVV=Xq zdH!6xevNiUY*CR)&ZDIny}y6|t|l|5UD+>Sd~;&+-4q3gH<-AKryiSMQ663Lf_^kr zflq#hiDkVZQt-*ljQPOC0phOha#7djVSvMx+wsEBc~W7b78`YHO^w$s1ZSr1q)|1|&}OCk}+$BW8WKQ*v`42_KB ziGcJfF7Cp+ckkc3;j>^{-nJNP!Hwd0kj2^lfwwLPvp-;bA|* zq|($hoe)%BlfH1l6{i@%l^ehbI|FK(^rDh47W=!Dl%PL<3_X2(6ht#$<>e{X-OIwm zyo(b7C*gHd(bvFEm2WXfn@#qjDWxnk{#?C z-(+OmTH2PJH*@aMYX0z?z1?j6+4z(cX^0%`yF`BJW_mq)_DmPY(`g8JafaSjE310+ z+U7sP|NHdxo45;=nmkh1u06+r^|6(+fW>9I2HL#}hS>B21w+vRki=}?wJSJ?U9kpA zn>#~GkQeEJpQ3$+iA_XARo#AsjgggAp#^*5>cxwX8K|}?=bOg;5lsl6COgQtX9*jX zO-xLEGZ`71fPjM7VlP=sVeP<647&DcHx4c@Kd+o?9G0Dzmu$GcIxG97t}YN67JLsp zM5aH{p620+O)@YsflF7gl%{4Zj5riwlOs}^XVlWu!!0N%xQCJP#o zyj^@vJEE#Xt3IQ!q4}0w)w2l%4Ac<2TnMrUQ^h902_Ti6BN22l11j?KL|*FMN5Zj* z@$bweBHKRmjEtBm?El%6boB6Y8o$wx^NG!INENJ#v$OXKMKxSeqoFA{fS-NE3%X6Z zPSq|VqPM2(rm-Vl@f9zeM}SsNQ6uk?#BUnn z4L>Uvn6vHKvnSnZR6!%};(vVg81b@15PtCBL8-}8kLq#aGfQhCA(oPrt%5Sfk$CNn z5vMK^&9}Lv*jN($WU=|Ct=J_bOe%$O!HSSpYvpxh7`1Z!^TGA6Hk~`iNua`S?pb)8oe~a%_Wfs)|_e zkKTHgi6f*}Je2MQ4QPz5`U@9x@{6O=-XP65|27C~A z?+5gViHYg%TQcaGoSfXdNUX2ms$#4u~J06W+;@etg`$5&ETZnYuotL4FIGK)=4R`T)j zF`$$M*P~lbwkNFze<~SJ{!o1cF$9B~n=YYe3JOSPYjFK1%kA5@71h*;{bKMQfSczW zPokouwXRKWZTzkVrR5~#7jbQ8-v1kRZYaXP2Yd=ejeF*|vK@3vTvc4lDMZoI@(bSo zo9|C|@Mp3TonKNN+o6Se-<-{E5=)b4b5$q-5BwQ@<~MhoqSuakEvY?nwULqk*S{Ef zImpc^82khg5SwHbP^uUF)jqeLE&xRsaQSb_#r2z|+S(A_#YqT@O4DMHdABjz&sDE+ zir~peNC~!M49lPNM?$pa*4PGhDSDHY7D=dWVOPDfj?3h>_9v@-sH)$5hn6LNq6Kfv z4G|-^IrUOd;_mM(dV5ZDcP8p*g0b^3hdLwuZ5ERlY5{_^+1aV3v)@!5A1?o-Pk}`a z|M20yv~=d$+FC7FbU0lQy}0p&z*zOa%LQ?#L!Z-Gt$L%8#$OD`xA|&xM2Gkdjz&}h ze=aqMZ^7ysTm~dkHVbTAYkGL*XC*SOR*R^#@^4q+;p$=vrDa}`d$I4Zv+=gRu(m#y zj%ky7^q3F(rR)l^hScnQOoa{+<5StEJ+s>O7YIzS0)uGd>hNim4fO11#-Uda_r}MH z8!yi*Sx%cJ`U`aT=EE!s)l?eEHb1qS1_YsmQ|&RX=r^CRWAb)tKKAQztZZ(39D1NU z{`7?!!3C=*jS4o|i|OOyEC{s{xh#5-6BQ*sf|vVvTjOR7q~zudLpA*6j*g>WF5sah z7)$HYty!W=UB)wsElfI{7p7_Pa@FPqY^_ut9xE-qMalGUwt4%h7?0b9Fs9VQciCm! zZe_Q1UBEW=5|+DAik|!^U4;#w3A->5p|i-fMLNK}+0ieaKc73Dz0cBNCseqRBs*Qa zVF@oUmQLyH^eH0!izFT*pbT6wB5Xq5MM1@cdK_YXJ*U4JyFT<$O}=9DotrSDL?&eC|cfM1}+ z{y;u*u4Xmk0UzJ*A}*DmhU{!Xp0k3fD$2_2j%XR}>8szrCmh9oJ$Ka`ixYiXkq^oETu(Q9!{0~HnbC)@_qk!`e+oGD#q$Dbb#&ZiO!)xJI1|01@6M(W$5q9hY%g`NrUsk8V zNATOXZ%`zIWQswZ2d`xxodg3hQs0$Oc*g6&P>x!0cQ?Abd;?xU36C!diAObPfC0L{39y8ud6~4 zjpF59>0fVRsr&U#<#qq--QhMd&`H(y;2@^HO2K)Tef7hwyL5e)Vehv zRGVewR0aIu!UHr-0aq9M8~Me*1Fn1~%B@=umb=f_b27bFk}aXJdT)MRU0nhifk%5O zza?fP#2o>c@GxE%Zvq1jI~nycOH zQ5{uiwGounlzZ<@OJk!tzjt-IGFnJG<(@e1>~rccR@u9?l$mHLv`J2xs;B-B9lMIy zMHD{&A@8(Z;j~j@VVqCJ&`jXq>}-)65ivRI*tIPbytOlJ5$|OBy(aILqTJ6Nfj^Mf z>9nWj%a<~B9@{13c3usJ==~TtkI#`6^!xX3NKr{C@2K|k=g&=z1qB?R;^W!3t0uSG zIy>>AMPs{{Tb5mL7%0ie=&Ec#g?7&(3m3>J(b0YAW<0~<^Rw-$`3huDCoiwXko~LA z)JvDCm{J5AzZApWyFHwOBX(Mcr*Q|u=0yhhm@~Xf)GRPoH@Ec3=I`;I*e_`W+WN57 zOvmWJg0UcksiiNRbTi2HPssZubJZ6Dwivo-Gw#&zaJp1nYDoHG?LoFmYRA#~(E3>E zgYGY!i=%pu%$%H2yk;F~C8z#drJY`T&3I~K=UMaPRm4J$Lbm@Ni#aXL_oX{wu2$au zf`ai{gNak-ig)mJDeEJnMS zA12-BeB4zZ6)kl(3YV6sKMQx<# znZ@v0^iXMNYQp~X^<@Jm4?>z-S`HQJ2}9t+zkmPcxy>9LxVX5wVi!vf{8Wms27v%O z2LHd>MLHvqh46j9YW&7+i{6=Z&z9KxE21tg zC;ef|j?be$@+sV7a9GdA4hel)Y-nLzzb}6%frDcaYdbYo5R%^=m%zlN0T=jF9Q^6i z-2%K|+;K+knOl$=)|jEGmytaIku>1s`TL+bFr3;majF<%G?Rxa4Dq3A;tg z!ecX>OA`fsi4UH%53M1j?Wx%Yqhf8Ft{UNXIj%X@=vI*mrxbo7RY{){4`a_9&7b)Z?AdF`&$Vt?*h>0tF{s(<)LwzI%qbv z=+l;?^K++e&b?M*3;UUG*;=JKJprz4Y%5SEk>)AeV8kyY+E$7XS!?UWaM zKv`9&n;iJrkajonJIyjC5&Fr!7AODMIi?uV zARw6cK0d;|`MFzK={G`)hxcDW$nXXk6O#*{I`sJs@NH3p=XQ3-y?GA8TVp0doja43 zxV1JGtG6C;3*$L#&Daxlm5leS%oggIOo_NUDQJ8WrFNC?K;!IQRYV()9#q&_kBTt- zCF1~PIN=8{#$OAjuGYWz_PXZ#d3q*laPWKV|K2U5u6)hzb!Nh!)ZU>bo&KTUGQ)F- z zy2;cX`dm8YHyf`g8c}@(VLR2W`m>ea3pmd970xbf`9&P2tctSL z<9cxoYMbKKo`w;j5_Jyyn^^%!wL3ayt*`*m{&#ypa;i9Gz(wAHgs&>=(HaaJFGV>k zE2mWu*>pPF`kBq5a4v#7#UBfCH7e1$F@lFs`yoG2NSo&K_-MzzD4K*a$NCLGLST@~ z?_KM9S;mn@!mBgv?2`y?(QyJlN`2$d#_H-WY%YtQKn2E-)eL^@xx5@Lsj7CYLcP@H z{YZY}Ca7#&r?(oc;fN;mnG_^wuVr$tReINZVMg&RPU!O$KfkLBdY|OqYgSa!GigQ3 z`Ag+JADwY3qz}Nvw!ko|AF~HzE;|VVq|w!w^Pdl?#K?;32MO#I z_>x_of24+te0$UKxtUthcCxCeCMsW_k&=*zYTOQV(O+6ky*gr16JmA5E$g37wrt5& zciL}PU>tt>wC4>%(6%S8Db%EI6Zt(vR4o(0IywN~MOntjE!I-`+SA_P^w88PbBC}O z1!hRb^eaxDd6glIwZ2e8LqomI3}AXLOJI1p{%7|i>FeMx6%JP{_Gl$1wlX~>bU9Xj z4uB#`B7mAYA<+ShC@ux8#SaY)EaB<5p@@_1-kJ+s0v?6gN(X<_8Gfb~2~VA*mEG&1 zQ(Vv_JkZj>ijlMcW6LFZk!n%&H7=b{C6&SF)o$s>52DVi6o7)DxE-ir#t^T6ACV5 zd81~*luF>{#c^<1-@D_@-eY(6Q0YW`^e)D@6}L=l?<4zH194YQ!w~7~XDh&X!V?mj zLnvEfq*G!NIfA4y)IttZ@E0CJ`rcWhXRS6NzB@rP4ZX2erNc_4;3Z2`Y!EJ66|H>q zd&fpz?R~FHXRFbkw1ef}-96|4#FfR#v0f?G_wRGlp7V}y%|hT`in5lx1g*K7PX%7# z;NY~iwZ&#;s=2wj8BpeQbanT}p8jRENb=nlq>`LSTRQ)wJU8jsySU|XI7Y!a7fk$B z8?XUYAiwMnyhI>kSVtgS>P+H}Xu;OZRv34q)yaC9PEVe`MejR3N5L3Q?yw;2UKZ2; zrWYS355r4_qe-(>_-#)!;0zs+c@iNJ(?tDJwnPNu_0&ameQD73wpV4i9r$FalW~5= zw-&UfiQTEz@tHh*2n+wohc?LFEM0b5pnwAq&Rhnc&fzjU7ssR2=1S|$Dv!B3E z-1DhC?u#@X?-1f^nv4rPZZ6q!4uKJ5^~@0Xt6wK9QD3CY3{3C-47T^M$|{cf0%Ca) z7){^%uklTtHh7j78*W;gK9_5NG{%j~tRtykL4MS}=9-;xV1qK+4E;!i?D-Py>o5U4 z1UGN-A`i)d1?RFLuTNdQAz_TbaXsmOWQ1dhOiwoFMw;XN$er61V`bk|TrEp2II;n2SVj_@$R?TQSm>>oj}C2n<~vlDKsRpn<(nu_2FF$+^CD z9`y~ut84b>5tQ+kg6n;Z6rU~1p^+N!6X$~(;UE5OFoJ1)hrBd+30xD11HZ|BQ;4}j z`ALOG7p1y<0QSEcyoYUEX3<-s!+~eN*cpTOwV)t!f3Y(@Hdf~C+lK&d-V+zE8x*ay zpX?|xX}w8I%ql9HEWTSGe{gV6Tb;IO(Ltb7(nPn6LL%PvT1f2zxE{2D0U3a4Kn8mb zK%lV-TW#Z1eoG=KQQzejR5k5EYvi|&!wA3RJzVL%rpqF@8%6efijm#m1x|I-96BX| zRkH!9d73#cv;LYY4kiwCtl!6#4I=`GWBWY< z3Ci|A{r$vtlU0t=^Sip5>{>}xoOQ#%x++9))xmp=rT z9;$Mf?h>B$YduC9F?w+c3X)e%su&s?W|@_hl_{yH5YoBM&IS{z@Pu{#J6K+^@BXq< zXp$5!Eo@T`=Udx&OKBeeIxPgbDp?u=7}PkQZ_P#c^M~hNn}t?ant4J9cK{ON)o^~VkN1bG;WlBK=3=&C1^kPmUueJBvNY!E!650WY(|WeQ=zKA$ zMoR@J{0fH@)#F5Wjr=aZ8EG$ZnJP3B5ww1tLYAyPxqfGgbqQ=Q)v?iJveI7Pce?^_ z+xKMLvh+=1Bo!}KVs|^BMUwc;pBp23Ef%}E5pSoeosYIB6T`!Ac0^LQ$`VVyN=kf!lAx=%d~YzF+H z_E)8t%xMQ9O!iMYvCD*n#8OGPxJfk6mX^3y1bOi{scYGxSq6m8m(DkwtnJ9 z_Crld%8Xf=Gwyy*|99!x3a38*r>OO|I5!;&1T4jL4G_%Eu#G1xSBANjlvdskjQnNq zHq-vcwa~KghqHGXy}N7a+w9ReeaX2&0yt=w15L%jmZ4bWX@#`mb}IC%;wuL7?wsN8AMwRfYTF36O-6D6ICq#+&F}{x%U?P zv_d3*Xoc_S!M|TISg8Lbm3P5d#@MTlX#0Oy1zP-DOO2~0&O3=QO_paj z%fev)$t=xJVI@I_F_6Q*7CRyjkzd8I9`^1BRRW1rmIP(!r1t(~X;M>s6H~+oh^+QD z`L$s4F7W#4#W1^Rnkk3y$SDMc)3Z>M*w>%QlXjLroU1`jvZu6b)78SzGlr4>%!iHB zgj=+5bMC-}AJSqj=7?#?^8Mi4vDe|~SW@Q1`j_PIl;?_nTWANC4c33<7oi86NYIr2 zSmSj4t`T1eo3;|cP_GY8zrLK2I)4pwcd*kAqS>YjGbOgbN zws$z#!T#nbE7ij{jd!oJzY5Kb!N7A{XtI1<8mszy)t3gGChx-j2M<`V1DUi**htt! zwo&=F3n|$Dsk)xW`e&h3{hF@_t_lYJ($I04dCsq~YZFs6UG^nJoWithth!`71p4gr z+<7AX;d@p(Hz_#(UL)VNxDpqi4lG#V{NVGK6o2%aa-Ph55ooD!wr2t{6XiQ3P|0R| za_hxyHKr+&fVp)n>?fC-*S`MeuQKqJH}zxn_9M5qJj!-6L4c?!PV>~N$8IVaZ7q3I zP~G6LrR7_JEpaIrcy4~qTEBJeyH&s{xd7iys;2j#;p7TX|Aa_H!FLW*Su^S>7an8W zy7whFm}GxtuuVu)mjk^36iWfO0||#)LRRdNMJNSm(r(2S-ORWuARV?gU?pKljEk#8 zqNMZd4Qq6lD-1-4KYvwVC9ubj#-wi@vE?KQ1_F|3QIgsB%x`)XN}JvBgKkfUw1u_f zrFiFm|DTO63vReLx8xzP8orq#z?+FLxawvx@zL7Lk743r`8Qu1Prp#&7^JL=9G{l* zF~R{Z!r?}lv9@r%>*>KB4!pd=h`Ei;Zf!Ec^qqI4!+M{5$axQbllU00+)KL{WM2F@re7Lbsxm;7O8ANr5CiNoPcTDfL+%3@~Zdi*z;0_=( zfIo$&)q_=|%5;Q7N2fqEXtHL{fjPbDu>SchYyQ}~REHz1@G7_~SmwVCuL{aA!k&qW z*i6Th^Ubk;1uz0)ya*f%hqPNw$-RATrll{p*jV@;{+`G)daOYR|O9|-c1#~_2JO{JHHxyfx{@`y_&5#fVJfxVmr`$MX-5E=cyhB>jG`ke+7a|OQ|zw=^^rgKe#-V;X~!XMjoEs!IU%p!4lov7#F8*Z884)L za5uQlQ}NMY`F~r*d8cMLsA6qkOg0KG>uGW5xww#&6hT+jA~YUJ&%mycNQnSPci?RJieM zhv~cQk6WJak!MpB5zKd}P7_A_p()*J(p*OKyj|e4v?mTtAl|sEgIya0R$u1YfjosA z{iR%QC&^$C9XY0@I!?aR4?|hOAJJ=(x}NLf)U(fC&o^p; zem*Gk2ok!pyu3ow1WnfgTvwp=Nbo?X-i#Nr6p#%5eZZF{#HxN@UEz`e4e2mGMMl4) zhn5nT7mvL+s|Ah|O{k`hj#Z{GS6A1GK*J1pP}?p-Ry|I45&5kZjfUfwtt<%E3q)Bz zFB`KUtBd$>E9!m^iAUS+eCF-!rq`#zG9DCQr?qF8>Ms|Gaj9G-=qCLgHrG5iy`tpk zH#9`HgGIx=&M&!R7;cW9Ees_Eu4`3FFQQ@4XTC)A(P;uHBL)1`uDTJH@wfcgr=BKr z`x%3h?m8(K_E$5#2evrHdt#%GBxKAveEqfjPDxM5bMi+em+J zW+XpP4a7GH2@^eNI{@2d(xARB`nd+?H9?>$eBn>jeqM z*57niUfPQk5M5-S3ZgLM>Azc~wLT%OC2CkE#$qha>~>Xct$>!g2# z@#H^>P^n4XC=mdbdkLlknVW;%I-{nF$KK0f5e(?+rf z(T&}x&yn+o@)sSkJap(GzpCT9T8?Nijyr@x(9Tp%JbQ8dr}yt~06k}Is)iqNd7x~J z0Jim<^%t-i4lgO;0UAeJC}Dzj!XLna0>T(nuB5cI-2f^msH>~n8+Dm1Ul!vGJA|Ei z@k0}7<~@@al2A@orbQ9j1YdMx#b|8yhW^sy7M@5m&J%UFr1(xQd3xU0NZ#dt6*xPCcY*63vJG(*2W;2o->*YEEZ-srlaC%-1ev5fC5?{P#nl z%ofSD(vuwAxj3I-hHKXx-i2`gK>IkmKS)&z&`oR>vZ4khYn5CF1(n(%IO# zAM}vOCtdx?f$tv*!zgPa_Nb-oC?@wGp-B#rQ0UlGu-}%xERQOQZq)U9r?LT;v>{&p z6rH%Y9Ljxek97Q;kVs;RFS=yw9~y&dtcy__^=k>8BK(Z%!bSyjUqod(o+X2rPwIaQ z>>&l3w~*iEey5U}+G=6d%xwu|z4u|0e=ARtgg4*mlq)f%z7q`Etv@6JfXxpS%aJsK z9|dhkd0baseBsc2+Mgi_^O_H#6aioH+Q`dMR94QPju3kfK*nymJ2&KHn1ARrkq$O- zJXyS3TR!|1SuX4dPiBJ!xVCq}bKz*^tanE_J}wc57T{GX&i_!^ybgH!jat zGl$A7)wpVw?gHs)eWpRYxZ&iDF=nMV^>0^~>A=?~L8}0ztxeYn<70%s%>aGvLsS&u zd+ER@!MG+BZ*=RuoVN{L5P|~PufB%q&&nrqj-E?cYI{c(JvV3&A|POrWr|t%Cn|sy zu%l_3JU(m(UX=1F`7aR%_L`>tdsus`a8VDN$8oaW#>k8cx2m@`N*L}-icf(KxR_1$ zJ=V7{5={;3^9w(m%ph(mi^v%H%*VvUS_(8NVf%?TW$p&K&C$YSL0gK&j;O_zRL7O= zs#)B7?Ckh~KvR2OtgNJTYpc7fi%C?pW-y>`TGh|bZ!QVDMxP6S+Q;@4&5RJ~T~M@S znxpXpVJdh7e2vS_>li#dBs7WxiUW^0?`HaVaje^cBm1C;rkEtC8|kyA&ViK}PrkE( z!-@ScP(Nn?QD9iVPZG(t0;s_Esijgn1y_Uk8Jip`4wYB91$XduwzyVi^D(_g2}9?0 zy_P*QBB_j3=s#cl^#ph;!WAV)?xhC$OEF6No-F-SV8r?Ad%AOpM(tih{zz*6mG=$1 zW-*c-!NgKtEqzAxa0ZnZ@6%fJ8)wcLphUOo8~N?eL2R0jc6z$~t@B8V+!orjxtazQ z7y$tQKihX-VS7E=JO#0wbKwo-WKqWNZ9A@aS-YtX0(++2^<8gC(!T5pN+pT6iC)iY6K;#pLfq@|@x>}MOVs`dNlUl9cIS0a>>t3GQv7h(xY6}eD?;M+Nj zAwEGuUuc&TzL@5#fRv#$uO#r%?uJYwJ3>`~8L7SL+6#@{|99y)e-t?c(WJ{x{`dBYO{G@jkcfB!jpd;Jm7J{Cmqj67qKPp>nt^aebVHsc}_c+5l5MR7g@e z0&uuqetKAOR2vj1eE7ZN&6BJZcs<#3@^MjnG=>y*Mt4L!%uk-950;If>hDA3ksBf( zLEHc(aNdFI5L*rDYK0VWASRANE{@Rb2-_DEj*=m`6`NfT0 zfNp>R%5Dm9UJ?g?9{2%mu0X%$6S$ND+7h_x_ntNt@JfKtSu-C>dj`T$vNT+Zl;wpn z5Ot4jZt!en;yGEi!N*@$Cg;XlaoKs^hq#J2lfJ<7|CpBE*%pwsPseF`cLn2NW4guD z8l6A&nsqs^SZKxJM$g|mO{U()B2cTnWS4M^5WVxWO|ylW(db?G=E87C4qqeEYvN($ zH*bAcIw6IMRmAF%FLdU!h~(&hqpGS-6g*4YGuwDh%a9qC5#@7G{0+0PY{EUnUwBOw zK-Uxm`RqsAIs@g!+zzr@{NzfPiCZX9fK>ij$NEFQ#~bZAnE_pZsq$L;7G^b5FB;FP zW&yHukQw@<3ZbsA-ve4T6oDt?qKx0TRlV`+1{? zr04HfLGI}Q@|?iDF@@d8Y|FjT>Vp?vT>RRzFDN@um89^3rbf zN)yijc_qehF@HasE4Ay)aFLi=g#rBpcab%1wi6(C^D>a@!=u5;oscYD2y6ey>YiGqVc~CVn-h>ZlY#RRa3dFI0 zeO9;iah5(W#ge3|vzq^kd8`UsG{Pmi*@IWj=gaKK=^FuHbqEgrX<7jBG_8BF`q?20 zWer~qE0iuV4jWIKlBg8Dz6K^aAdtOof_c)LS{|`Dc$6^g?Uo$7R4V7Yj2(; z`5UKp3KhTF9ObQfQ2MR(^Or}vE zgCKbzfmg@;ekf(fQJ#JO^PR;=(XHBIg%)W_V}lzqtvpzQfhuObB-0?nH!%C=`x}(- z5(E?0&_Zjm!}DLSEQKUVc@*5GT}B_2M>={B`^zo1EKm)&LEEIZqn>**tCeDjkx2vq z`_xxmHvD)T4CF*Oc=uG1fy@vi%!=Y)^jY|$CIZ-Uqsv0;V$3G$KQvGwO>FF7?O=Rf zYQftJxkkN_(fshLB-pF1#Q>0cbL5V9f(n$`~yesMl7Jt9^g>WuJqyP)zz26{t(Jwhh|{ ztYvGqW)n-jXIE;uQoE)Zg{IwQsV|`qmr=P6!x-+)-Pr z%Xk@7qEIjh@CXisR<}mx`6^^bjXdB{8098KsVq(AH!e?oSv57@+a1AVZ+07a@2^ts zUzCrQg)7>F7jzO}-(Kv2-Q#>vYf^Sqd``JoU4&MT!_>QzK*VV`XikW+{(3Iw|Gl$! zQ6J?~T@LW~ zS*~zpkUts5w!u8)6mO{aEzVxzlj8;rn-Chu=duK?g1u4XH*yy?iC?*RP+Ow6U9M!M ziEI}&rHBXtepIyPhI3s%A>9!~fyCPWinGEOzXe>a=@VZ9X%IN1Sy_P54K2nc!7Te9 z0(3-=JSgL-GN`DSed}M_VHIsR0Z@KxD-+BFuZhW%#G$xOt6P)t953*vLJsN5&HTkd zI?2=#`8Tg!lpCDom6mv$i+|wNX|SlN@_~?Qwl61hofbJe|I` zzt-NdAvS+e#oN>1!)2gZtFgc~&uw%SQWfBvUlhT@== ze_|B@LQos?l^0C>pLFYB&P=Uu%rv*(R zaGegvR#@NOd1(MB$s@(hW?^mr*7j{K+_{xx;WDev?_ylZ|HEcx9C%3-4<;X2-CT^WC#PRy&dLJqJf3J*n+yQjM|6`LKS1<<4%#jzTkA8pry-}+JPzf{GcpFs(vrd{= z%=-@~_2zHxo0RIPj?Kk~uwmJlr|(9M3?cyBM9LU(2+_6K~8? zG5$IZgrU!eq{r2(gFlCpacz3(8c?pj4|kJ4*i}ZWJeRwzcUZ-D5&y5c%fQ`$SlRvh&34s}B*_ts5=YuA|R8;c)3D(o*!!$>ny>r5OuUjJ|k`@5%8npC^BiE)Y-E zVQUw!y6)|%Gq;*-sr4*NhW_3|z*Lr@mJ*8D%KJ4T~Q67CFmxNe?@+6@E_dPL>1b6xsAz(O?l9iUe$YXa+#+64GWleUMPl1I2}h# z4eEO&Zn3aQtmj_brwMJY>z>7#+d+FCf>L(;Q&q?+JV1(Pp<4azk6^>ZI}W%_KMaT* zx<0Y>=m-Z3b9=?JM6-m!pK$JZNnVz3v-)HoOW2j6x1=rj&87(eapQT?5Py_(L^?rS z-dLS=%E{5I-&Myxvs@(V3Fr%|E50G+zeNf^LWYGbQo)Qdd;Oqp=ov_xRUXKHe zxHkt_!f)=r$kH4);?H3%MGS4ME5;Qx6+*kI2oJW|3Tep4-w;e9yGK*r+Iw9+N-m?y zogwu=Xue!D*=gejz-CR}L;Z_G6`8oBf)026on!#Zv68Stzwf(3w(5l1nsoM^?m?Rg zAw3W$;r-4`k?6MqjK%0Ayneq}U%V;3?UY8qhNdDKsRQvR4HYqw=pd<-X5%hz%`>;{ zoVOI_e6EWxxU4*z)iZ7PquV8TF}HT;ow%oI+{FVzK9hFv5P+st(E6Rf`CSp4jFwi} z#>OUCm%pKs4H}gNu%xm;bKgfcTxIXhLJ5clg$buI?j2Y!*SH8IPJR1!^$+%$2^@Hn z!blmVenDqIAA)#(F5emaK4?WZowVQ3ak%h_5*swd-?fs)JevEl9)C9VeHDvTv3R=d zB-{wj)T1LF9HR{@qXbx%{u36%zQ8>N~4%PI~^AW03l97CqN; zueswjmWg45W<*z21Ex+M07Y=7ac}!;?lb$f%Xx0lC9t>W7f{_r?2_t*1UeoTUH52*s4&svg$t>Q*))l9(y+Y$a(x z%RO=lN{{akGrX~7mp%iD9D8oXKlS`=FKgg9vD3)TYXynNt`}YF zWWFDjBAzc!X|3XB5WBwLZ~jAkvoz!mBZb=HS_fXkDCU_#sZuS=%;k3P^LSmyzR4Fg z#h2lI&h^t*z0+?gEUqDQqDMU$k1edbtD8v7V{l3dU?%I-fiL-W`t;>NS!(f8<&m~Z z*G^B2n_Okiz>ql}W@j`mC1rGazR&SJ4MI!7=jZ1EQ*WJnnMr@lSeSxkEcv!n=O(8u z3`ZqA^2C(borL`EYujE%P=;bvi7FkE9%eS#ZW&Q}DXn~Zj9eBZ2v)~1v^Q1Z{g#CL zX8AjE!)XJR#r1t&8g)42P3!C@lKc4{SG^YEMA<@z-3PYyQln3f#vRGe{m6hmMily93rVxRzXNtp zO6GLCJAdNW&dvE+?xNNvW2^jcZjQt08P<}b#mC-|1m^G%AfwFr#q457EMupLW&&%` zpIRWT^mn+?2IJr>dvcna_jNr8xY|-FgJA^+uGptjCi!ao#yrFwMYDpk#@sRLL%{|2(>1So33+9xCY3)isY_PLp1_v9rrI-P+D* z*b|SRv6LLr4-MoybBnRKODr4!!VwgR9fDqJ99~#~(iP{V0OH_gC+a4YZG_KayuAF- ziv=?cDM00h@9bOhner*#R=a)q!V<%qDp-ev_GUhwo&jsUA8)O$!%Y8_$3Zs5{1W)! z(4yPhk2QCkRm}L$mLH#Ax4~DCf@5mt)MJ9RvUA)0aHi{2RZg8bT$kgEtOK#cUelA} zWD#ek|N1=`#637D!4Z#b@;C3k0Pn2uj2VALPQQ77YQ3O>qzRn1aq|4@V5on<1ew)E zFBe#>Q0{%H=d}Af=`yf+S;1je8*TD3;z_l?1H<_|$&Btk5v1*2vym%rc!7PdY35U_ z8g7GErzypbPB`$okA2#A7#Y-3-wQzn6aGgqCttKjEn+bJLm4Z>zfGa-$+id55?Dq9G1~t6tNu@ymwwwKi<*SI58i(N@q=Ab*m(gB7YDr~ z_4R3g{wNZ<#EE@_bkqP!`>|*sCt_=fb4MCZI5#uc00PuM5DefpDAtrtp&WC4WdedP zTlyM##0is|D=5xc>;Zs{uR*%DN8?={*4Ze64{rhQpzxZZZba2BT=djHWfVIASQjF& zlZsXSn-1XF5Evmu>k{Meu*8H)|Mc9Qqx((AVML~-k#%p*&vVoi0#x2>858Mo^zwrO z+16S2Bub0Vv-bXN#3YGWGL5&73q;%Wv^A0jH?CKGkC-r!d!Iad@nRR3wrPcqZbm~Ixh}ivD`)1LS=rgRmEiaZI7m6SKT%=(;p4}J&0<8h zLJWgQx@rJuVt=mE1RMnd{q;ip7CkqIX#y};r_ePG7KDv=mx4n6=~JxhQ$)|6JqtQL zLDESb4{KgaJ3#d5h+!;--O=C#h2>+<;`96uA32%1Bx<$9%Pwr8D|vUiXF$CMKmtvD z1=C5XDc6v0dL~YxzQn}@QlTbo=JVCheG<-nq!PSqw@lM`^(VI{%xK!*3>^mw?@sna zy7NQTzYi0F)@>%3%kj6QQ{2ssFvrI-v3q9{ew90AGz|{AqkK~O$M=nk?EXmw4w~nsO0BPJ>-Y@0s99e zZQhb`nI<|mE{)WkMwA2kydVA>^fuRm_A~3*whyE=;6#=vU;(i!La#24e^gf|-Ioo$ zLrK{Q`tr`s7GurkJBeqW#Ax<1MT8t_IJMwDa$`Jo0{EEYda z$%)x|(%gU(-jgx)Vxp|9<9SIsB0WtI*zNj7djoF`XuOgY;%sqjpkrX@(JvCu6GVIi ze6pKgHbXS~&L(l7XuD{b#Ljw%+9JPS+9#je4XH;&k&jP=VUB-i?u1H9kHb zgzRi@-!Fz=MR;sa@LrQ~gtS_D@NbIGKyCAC2Lt*?AJ*7bU>IfIKVaf9=l~#!MM@&W zDUAB*70ju3M=&AfiRBe9eqg}*6;^lc`FKI484*7^ATVqLTW9X^%}AZb?}y|;ZhRR z2O+_7zORXlR|Apo8FYV6+c7hD?uz-GYy}v%f)jeoOr{vSJAjn$Tsa6ZxT*-osIy3BlP^os5TrpY2=PXN)elZC}R6OLF>vYb2tN_bA3Zf z>D^1}RvyslWxigN6$nm15Jz-snkMOnHe`+9H31RiIp}S;7UHVt^z&HCbnW=*wD7o! zBUDgABWM0bx)--yh5N7Dz9g}C=GE-ca=;@2Rd0djEt^16hmz!8(T@610SA*>+U4z{ zZXcvg{JmEDEXcw`Gzpx-0Ze6MRNsm|VcwBO8&TSUOpu_iJOI~XkEUlm$8f&0GJXUg>g zTg-P`N!dr%bU8<5IOn+Q0-8Z~+g@?JmajSlvNT4CX&;**rXG=?4lW zfI3!WBe{cZe*vjQ;mirS8Z4%arBn&>ESyd_AO~}t89y<7q5@NbFuKQ?Hby8wCh63> z@~WoB-^x+V{Ws_hk_jj;4B`_RIuZtfL=loG# zFEDU9S?9bsM7=umOnx+y}P#gU1g)Mu_X{n;X?t-dd6VY1@3wxZi&Z&GAuVE0eu!gRai@$DeiJTdao?7JikAdB_aILPm29L+v^I(%R&LogPu4nevKwr9t#m~p`NngF*4XE z-;MFg1g$loeq4^svn&Bs`PcJPpv`EVhkY0^H9tuxTSxw61eAAVGH+;SfZta5MfgWL z$Lq6a_LG%ami-wInVEUvXup=$)@u#8rl#g-V45fw@~9D)`Gs21vE^)``{0Q_n5~ zrjOb2JveT@xZGmo^}7ekn3ek8GlJRs$Wi~ToKDE~$RV@C|FMcZ{mM-N>(E_`Z3&r%e?fY#Uaj*T1Kb5`pZE8P{y0UINP6)vrDmPD44K|5$*)zP95-PT zzj|~3AsgF=@iI$BH~rPV^z)NR$9#XpuWa9B3GahAGTnEPHqhpMI20Mh&HA{&LjgkR za!?GK4d$l>iuI6mutllD=8Tkk5HjMdo>EJXkY=x)CFig)B>pzdnt`HFmYGYZje-g) z=iPWp6?sh6MV>Jb*p`6&2YY36QMk5nLW!M_8bsJ?++%4r_PRU*)S5Nu&zs~-Hva;% zvCmdE92KKpm@A_xMz?qqN5ykMa`iL#$^VI1-mmFeaPYdSLQ)^^s@sj#Jz)jr(fdDlBDo{G|HARzxHe;YluS8l{z7qBE^h%xA;nV`{KAjuW`JfA9mGaExDiL@B zgVdo3s70mUa{i!$=Lm>}>~{L80fG^_?u_bOYAu$g-?+Ive!u@tY%Hn4S_p(* zwae;b1%SN6{2RdO6wS?9)vT+!DfGI3xY+ZP{krlY33=Y96x zJGThML9^D}<6MC~(}VASK`$b}GfP0J#wL~4W@eN4000ZFe1$ERC8hacpNs4E!e*V3 zk^R>f1ZqDW;~OEr>J8a|$zxj2z8ca%#L*>wupVKN%e{|jUiPGu2UkhEH6R~fUX>$| zUT>IkrvJ`fV4}3c5YNl`Qvh6a{@asCG(*l^$_XylOJz0ytXw1DO&J*L<-6(NW z94UA8djKB;oBOSr7)KW8_NVE8wfELhU9SDQ?+;Nh5JV*eLB&8NloXIqL<~wnxANxyFH&jzl9!aa7Yzd8#D^g?;jQwjT{)bHBm4tUs*MF$t|Wfs`u0x5k}tk zu7VqzVx`{I^QIitli%3Q!sH^^eTv)GO*c<0?tWO&O_4`k`=p9EV&3t{Eh&vjC=2Ti zo*Um?Q}-QWBFb?NYX%;}?|Vsig$AFNrf55#|Fwgph9tsgMeqef z|JluQ@Z;@y*lg`rx%sy)lGj&IA69VCJ>yYB8|J^Wy!j zOm9%2Q=|OBy&&(e@{INpdJZ;*p&T@4owDsD$IiXV)JT$Lo$ly`(yBrx5$lVwtr3#nY+uvAAbl#=m42g<}xC(oHqok{=IN=JZ6P=|()EkR@t6;80lQ88#hd^dDr3GXI00^uQ zWf=Ufe=WK?Ra&sv=bh6z(eKs(Pg9+1Q1|*Ovq8QOs+6;S?_Dh7g!Ly80S{rWH?kF7 zjAQz8VOn8J#!(BIxT43bsUGnR5jNX&eyz1LC3lbwZ9hah6XmoAb*;?y5$V`otG4}_ zS8tbHFc$j?u{3mO$6U^Or3yORRa_sy8#|9Twlb0L=e38uF-e^dv;w*ABBM*oShkxA z?=LXL7-ReayU_6F;tpv))*6H_B(*%-6EIjqYqiA}LTQ$L`}T2a-R9n3Y}qR*Vn3l} zLNSLt>DskxC5g()G}I)^T&=x(_ugoK7~V7yt7)38p*i^FzzmAlf$}fEcE)$gc2?pub2w7Yjpnwy))wZ_KA!kV%LUZIxrRl|!1R{Rnw zp>>j$m6g?#QBX*|?l`!ZgEb9{ab?i#J4^NQDoaOgem^svw?%HQ$$K=&hi>;pJu!-3 zA5^c(HJE34@N;4E@(>?}9>33>#E9a+uo~01%90#98%<+GiSe#Fx2lVia`4*ai&9L_ zG*((FD=KENz*&$zYUijKY7B^ z7hG-x5>kij%D8(u{D|A#vwqJPW!v1F&EPqG+>)-I^V2@)k}lc$B03*w7%@N9R{JcH z4(o?yg9ig1q;$+NmmK2~F{YA3l!!%bua0~@%TQGMOO zm6*j;0<|YYeA9QxX|Bl14y0Fc8vutfFgVCEn`>ZTfJ@uSeCF z5SV*){quS`B}LP-NO|^#hK69l1TjJHo!(`VSgEA1`}jH~(xFvkcfW-PT_tnWZP8UVOKe$`1{Z{Dy0&_cr`U@GOuDrPCP{~!I78|JY2uTNa{-5)Kwi-^ie zWMpIs4+h*J5s?VEoc8~EQn}3l>S{HXSn1dow1HMX%>FE|kQL<&TrASsIEq|_*i`7J zxqOYS29MmzQWMT@&h2Pu{lh!;^&xv(SbmzX%+a|r_ohIW9A&N9>=d~Oey^8z^G=-R zD4$kTJ{Torbu(^qpuacz{zNaJ6W@lLHjiKWAV2isH+UG(uHD4EHSa12$3%$CwHaFGR6XNZEbk zWJ0ZL1X}AM6od4Yyrk#zqmla8`M zp;u11uBEhow3l}WA6brlNnzx#(T;vaap5I(E|m$fex3GXnQU?ij)vbX}$W}5{ z*;gBmFMVHwvEh+avdu(Ri8hPO+WLU!<2Ff$-U0^F;;nIZ=fd;4l9F)=-yu~+ChuO3 zR)^?pH6Oo80wx^X|24Hp?`Sy|-~%PnDHpi!^&6JPdB(avwovFb0eQHqy8DkvC&9jc+o`ENg{_{lmg8%gRz2M_N%7!^f%T2Jb2<=l2`$e=d;jL>RT-I`rKgKeJ=3~qm%ij&beMYsrba_J3^%h% z;7Ll`+Gb8ekjjj*uK=N6+ehtDs#fe;sL%K`&2iR<{B(qXnbGR7#0HPxo%UO|jEtC+ z-pTSvUbx_ck;aUt$OkNkaX*A@J0lrRNAR26l#LPZZ2PGH$ZEFc40Aw0z&FI6AGm%& z0%);1c*;%qeF1(1BmZsxv|HbI6DSmENJ)J-QgYZVt2=USe6S+6s%04Yq&dx*_UDbI z@FCNE4nJ+_X{y8Q?B%5A*HwOv0_Gq42)F!JoFY;L24*!uz1;Or95^S*22rowO)@ zpLM;&(b2KPx{7Occ`OxJ91rYm5wo>t{kH6&C;3N4R{!~#fs2;8LwDuj4QDmcvlhR+ zTBl6wJ@yA0dx%z5OBkiQPC7+vOzowKn)5deRPf)eur0ukWvS7%{6a(Q8-w-izJ&Pb zzLflln?H`*7>1W0aEm0C2t3c(KJQZ$zWIoDIFhyIDh~Tumb2J{aFV?_daU__YMhN9 zvP4Y7{h&;^1R(~Fj&WNLx2a3cGplMz)*ShnF?_!6z9_4X>yn|yC;rf-NTReFlJ-o% zmXunwd@?O9jffF@OFbwxdT$ySd|RT61^2jvGs z;Yk7rEQ0uP!~_e~aq_|>BLN)KR^)P4Jci~&RxL9>bEL+KmmJnZn4Eb{e;ijy(fSTf zn0M=#VegkGoH_+zzzoj1Z7jHDDevEA{o4216A57>lLnIxw{L3?a&L4bMvk(-2<=e@ zQ3=Lq6!=pAI&ZA6VJgbS4WFdQh>YCN%f}~-)rQ7#{TUrQ-Ya3{Wg2jJg-bc-nRr}O zRCL#R$)7jM)1oMmc376~B(57JeDpF-oIJUm^XoOGx0n2eRwj$t`I`QCh(VQ!x+#5F zu{}ymM8UbDqM}3)#%O2p124~5P)D+Ja#F?Ac~lK1j@}tKZJJCmg${rbR`5uxZ~KUp z{qJAfqP2NV1bsWh+;&E}tuNv3XaoBD(83-XAGF9|yT9d87t2?uuclgc+>VNK7NvOK zQ-s?{i9g|eZCCy$DXBjjrJ3($+eP*Vs~$>+J#0VA%doJDB9|3YTh_N<_%9iJd#(>e z5Fw`Jztg@K3m<&Peh%B3bqbvt(hX(A7kkJ-7b+)YsXr2w$XC3dJzJcO*{H6;LQ`+X z$IH8E!N$f0W_zL6vm4RXrd%W=kdxl|{9G!s>i>rNl1hY>@ZrOcI`i#YRjh!D*pXjT zJLcvT)jLVUo-g$BesO*%Luf$-SA5qOU8nUYZ6Dk6xcjbrzM00~rm^z-_ia3X%q(%N ziPAkwOS8iVtZ5&EB8jEr8)mfdSWy zeCxIBnREK!vl3aDpVqNYBB z=EH2S$ANUz+KA3Y2$!Zxf`zU!t3wZ2wCl17fr=9}Z!1YHUa#D7s=!j#kTA8tKA&{` z+K2Z*Clw&(Pg2i#3i&sm)8F5ZOuJXz1vof9RBA{U!}BtWfigotm{7A)iCF6=ru*lI zTV%sd11lMlre8{7R2^nj|9co1f`HGDC=WCURJdm4Js83F$={0o>6ML^8~PtF!os#* z&g?c@$s`zf3xyu_hKKbfe)kBEVWP?zKow3eZj+~&53mJ z(M~5NHdgtdg-*##l?ml0)|ri!;*EY}@8zedG(MSsHw@LL7cxQ}i%8|*5=#9x7+T3G z&9!FIjt9xK)~}lO$k;^{^B?;w_B#!Fd8tj?wV#+*be3fCr5HNSTT3P#5|#Mth|28p zTb<9x+Hfz#E(M;S&ftSB!h#4|*svrDV^2;Td$T_{eyFBEq0@byOR=sqOO79Q&A==I&3y-7HZ4{D%KgaYq;Qj0X1!b?FP zW{ZNfMjK)^&z~&nCw_frj~VFqlSoPKgEuH*%HQ%>%-QfX?ea~QW7V2VV#5o0TtS|j zvov-*K%(&v8=@RM#Nd#-!su4|nd-2?eTM}9i+8C`tc*1S+_*#*15;fdcZlca1biR% z%i!hJanLJ_Y9h9K*Z5M>9%qI4&5afvDeIg7yl0G@N!laU+ex;*HL3LmUp?4gj%XNcALYl zNK(cw10#|2Wo~Vu8`%hSQsmX)XR(9QI8uW(f#J3Yl$r11THHjl21)kH6@AQgg7|?q z@Y0(*&y)CdCGc3o>kE|V9J3R}`wv3ky;Pdm^BVl1()jx6AmsRmCaHU0JJJ9LF`9SV zI*60L>QFW%tHY}lZ^qLmjYm-We^+v(9*tB3#5;)LNR~ehL(_m#ESV-6(YVeJw!Z%U zyFi4j(6;YXHX97-k5`F*YXO%6oCrtGoC)<|t~utXlB_{{;DGMSvR$+Z3>sgv^hRPr zd54;KoQu|NCN|bxUEAmP5DM9ZfCM{jQDI3C4!3t~AQQ+%prV$2SGy+{JLO@KnDYM5 zy_Wm4XO>VZ@BuaM1ymA;rnG=_OGsFeu+i7ocXxE6A-sznR^=>78d=YLS#~P~j{r$N_VB<;X(kSL#)XjCw|?Sp z5E%2{?GT#kcpdQ|9#s!`wJJcXB+m**uCN6bNZ<9fmD$gf2ln?XD44#akKId~V1O>w z*_G}qlgA2k`y^BeRKiB*qV9VBbg{bueAoSJw3AI-S(=@6nXJ(Ls^-@jWzj-Z*N~>- z9enyyo4%jVRxhDvimZPSLG^=+IfV4-HN0a5Slc5JWDrjh0UxDrK6W8TWEOjABmw$kmfSJsd>*8H=1nfO`cC z^tZ|4jan3Th`u~&lU$izZT|{Z57zH~7e>i|AP8`}d9H~pX?g4<^jpFl>8c;^O=<{E zbXLHrm;{0WnZ?eYIQ>&r7l%2J57}vVh|n&n&DFez7s)R*W%1;c&{D!J$ZM5Z??Xbc z==x{Dy}Tyc>|68;F-jKW4vYOR`W%FTG6%^s5towuB-Vw%;9@+v3Jko&_cM$0}We?nTgV^?l5w#8>wN6gw#O;c`Au%EaL;ia& zzfh4cO;T;a6ZwY;gBeNVW?h}GtW7zxVVn;^JliNT{_9h`TWI;#7Ccg=n_uuxu8zda@L#i2G*D8b+Y}fbbSp* zXA(qFXD1p1P2ADafnhxn=ZbGDUe8)FSJ8|s7vA%M=Ddo`AorB!-JjO7gCaU?Z1ZP? zTW{^6u&h5v>s@AD(Js zXST%Ge5d*4`f7|r+p)j(%tO=BF!*Clv!AVPP}`fAt-E=M%sYT?a}21SS4H=UY7fe2 z%|+ZNPd>xK&tpF^9d$SzgEUE}aM@F5&+gq1TgQ^EyD_5V7bZIWE;Yo`6HplbgZ)lE z{VQqRO(%=!pbFR8D4U}S7ko_g)$JMvb`dptR<~6v@ztpd7~|!g_T4q3Y4mM^fde%NWNY|@gn53#!uViRO)l%Z90Z3`H|ybe=6 z1}6i5h!caD;vKXboEx*&cgI|q1-*SN1YIs)z2VH6|ibVXrcbyj*4j3C6 z8WM#oSbh(*lI^(Zgh@k`JcxcO2|LzJtPhBvXm=~le!dv0eQzJajpR_7T-H%OWWogh zh5xoo#9w{v4KqFAG>ym8X`f6;c4<#@8yC48DS$}?ni_7 zToiave$MT@=Vceg(G!M4-@*$DSML}>*Vj1HSW=|K6!nEr6+Dwy_1~@T*l7o1wcSuM zpZMpQ#q?Tw_F(+J0 zMbHT)lp(G`iJxsBvx{l2U4-(yi|`sB@$m;BPRq>-uB$zjKdB;0l)>;2j2H( z2O$WN?LOv0)T9g2|I(4xTP7`J|C|Yk^*nO5<0zpzC#rQoB3e9mZW z5-M%zjRs$7i21daRz?P|rq42j7;+iZbO|JNXGB-OseaUTN=zh*`U(pX#MFL|8i{NS zhwha+!hX^cFh(`pS;Qv5&M7ZTF};9kY-~P>5bP}7o6Y9z$_?v0nh))csB=rHtdQNN z>$UGoqszx;`)2amLb82eo#n9@6Q!Tj(i*?PkJ>j%kXnRYb2w8dUV8F1>3I27vZ;D3 z)b8TvkbCWWO2AZLiYnKhcz3Cv_3_y+ej|}^7O#F9J45*HgM~TNi|xhC=93aKSuH%d z9s|&G#Ygri0^0%4TZ(Lom!Dl`L%$SXKyTuiR_>q66^Qkv+2P{z_MvGfDA=Iwe0cB9 z&~j2{W)PR=r{g4*3;%wQiefRnhl@F5a$gSfLghh3^nj!M_?<;Nzg1jx>_Wslfup>F zFRtA`j&%=|4f*_8&zC`d*{kW!&{aNeo$AXJzOq%};2}=3_)his!53@u6P+^9Sl?;S z{A~20K=xHpF&)Xz3%AN9FnrQJjniyj@$jm=k^V6h=F(wNyMJ}zW2)_emC9-^;F9pL zTR-K6RB7tUn>%v~J=h*>4t5N5QS$kL@L57p5qWQTTdEhdRbbv!aMz|-yP+h1`Vym{ zcTGpq#;^5-Hq)$#YePi-C{W=3%i2O1I!I!qbQEa)S*cDvnc5rIp(<}TM^Ep)CBNA>PEt|y zwC&=8@VNXJmfpv0rs9)PbyI2Cwx^EX&A4(F7zS82A=LoB#4a5TKK@EbB$l6VT)&;n0V!e}1*P=vYPUEBqe{&TOBd)y;<`(1( z`Q&wnY|5!Hr-Qq)a1gC>>t{Bo)CXV(n7%Y|z`QNny=FyFNks?9k|?Ht$_GZ|LSp^4 z5#I!la-H<4@UJLYCtldl-CG6|(lC>JTP_^K2-a#EXG$4&<(lrDexN><$>qkZYq1!? z^5iTUH`fMEzNt`>f}#u6IAD7af;jk;rha}2%bmwpYRCom3_fRrA_%vT5dutscU)ug zk{jO*!%EiVsZvA z8(~L<779(%1IihBrM*J$f2y8T+B3y-jV|5uawo?^uu>nl{@g@!Qk}M6RsWZ98=zgL z7eyJLy1Uc97Y40}kcFv3I>bHsIqM!zEhBss5UPp2PdEc(FFS?UXHV+Go;!V#Kgo)h zUdm0~51>JAs_3re)khXHl{1?(@0xI9$|Y5(e}>HgaoH#7L(`T}e+|Nh!}EUWpi}JJ zK|IR${_i!+p1Ir^G3!_y^dV_A51u4gX~uJI6(?&Gr-eDya-iH6h0&or%Y1oVg(P}x zndIg9!%cZk0z(!suy9Db_*!c8kmKE>n|M>N?NC1!_$BZ*(=Wo^&-m*O=UU@R^X-!_ z--3PgQ#H@;;#r0?ew!0ZDbC33VHG%GOV>A_%R@yT)4StwJ9+Upn<{JdjQeuIhj=?^ z<=<9FgA}IpFJu>#hyNJiUP4)Pz4ka8O8|iZI`(?!1x=d4Nc!RZ4T+~FIo&+cVtmR< zdPccbXTQ`lcvAa()1Dae-l;p)Vqrmeq5!Y*qVXp5iO>NOc=9S8DfPFT|UPgV|xR_iY6kI|rO>HKx_ zzE!@riTKlom3vto2WW8#-v+)1qU6O6vD8RYJfHQz zWl~FuwhXd-bwpY&%YS=`vhCtjFT!#P(=F(Q8BXMlao?NllDk~dd+F&2aiQ#IvA;%i znk|}l8gq7}`9DnGbhS!`U?n6KP-VAjn;d)wZ*h{5@$`?L_{&=r-jDUEUcm)9@0~*T zcAua*BWRm_0hi|ecs2fy_I@<-N20y&PRjXrZ$IIRLxuk#Vw^w{fo8;lMj_C70m~Ko zHuXodc4#Z+Uz_0QKCqbBGihd$(Pr7UKTBO!SQ5}6B8elq5}fMk1Fu|gM8f08kFgDC zjw}TQ?S*}7Q~3=lxAnDk7iFtltsJeDOV7cc-(PhUFfRV%_dcw}M!Y>8);z8ua>)db zhDe)a(fm+h*yaYxKMtSSWa6tCOiR zI?=j}LY4;!kQ2HHn|hFS^n?4`gWS*v!FmRm+xl3M8j_iic3Db(Hjs3 z6y@a|AzrA4!M}Lb`)Q!s7e%WZS=@`**dqiOr6S-knHq|=glHK}FQR*h>yJQM7>Ed-k+7HZ}Q8 zUL-#2$3qHc61KT2WaMfE4m@ZA7@(&>r2LPIhW|6Z_w^)!V76u>jwQRqapcHj6dlRx z0nr67>kG6F<)}72{WX5<)TvZOEs&^( zlF&xqR?uaXF^z%AivlA=62M7sMzgQ?wFhhB2bq89q5|wSq7UrO&u+!T=NDaG7x!8w zz^tB^YyS7)djHjFgv6mx^KAx%a2(A@V9;`*Oj1YnI?e#b8b%3M(QVtdNl8odqC$h6 zi-RTO&M!e!m82aUgdjBOK;I!KG_-Xn4$s^3M;?}^;hLA_*z46ZZ_}c_{JDSnG-Qm= zyuHcGJN`Q|%>NTqyzJ;d^NHzy(!+`V2^6ZR)|5XWBL@ZhzZK1(qO_?5ihydA`^zRe z^KnPQe^%)C?%jp)2O%ZKKl@*%i${cD>w*CuJXul?pEKCQln>n9^%O#cgDX z0g$Cmt<1|@O$%p;xn55ESP~`>iBmgouU~oTtMiXGm1ml@`aXaD{2WOO0U3%u)F914 z;dmMYAM3(J)CbKL*l?hvJ|iv^Xg`OYr*vW%QhSeb^ZOn*{-Lis#^>CYBuM%+Y+;Pb z5coS_L(;dQlc;_tvUAnE_Vzsr5?ogW>tka^o->X_*jBH7`)-OP_qf9e!0|Rc;9B`) zS;juJhU6bk@h^Y$9}9oMBcZb3i{uc|bw>pTwCCl5uJ}eCRN)KKMdyPj`r9X3t?M4# z2l29hc8PJOYgdHSnL`4+!I3Zae;T@DXtu6`d@E-D8j4eGX$~#4i=ZUzIb#0`fq{v>ipvsMVjb?;rL||phv&)ZKddOeZ z4HE}2#o+)p+tDA}9^mLGNl8ghAD?7fbL<~jb=(b3K9$&T-6%@T(c;$PR_(DmfBy4y z9#w!7L3Tva`*Kz=!?D{4IW=Re+5Tz$p#$2dHfDHZl9nDrvbTmHgEt&e44eGqTu!+1Kg{V)SCm}J$s211 zE|`8??W>P&m)e~rII6EuDFAXGoz=0@S=h|VjHWx1Y7+94$}cQCK8Up#r8S)RzG_eK zv_U~gnQudWpCMquK>`XY4UEpJ^iX9-b0CTTuw~TEK>M%EYLKPobx)c|{pyvso=b=i zYT}bWW479H6rS}o^*crmSsnpQ;a9!#H+z>oths4m8{Yt_nYi}s2^rqd`nkar*?b2k zWQGv;#Ln+u^q@W$kiS(mcZXlyqw=xO{j;0b!w6xorx~r#J;xU74C$Z4pHVX5b7l-1 zrpof*{kT+8lBS!q@({H^=clQS6uXAD62pPQcg?mY-n^=t{`jN1DPTZ8>V4L?Ii1%1 zwInT-%f*K%ef7`on%K&I@@rC*FO}DkAFP#OcMUd`yH2f8!n!PC*-1fhL38Ke-*@pb zAc=l7n*2gdaJ!_qsY5W*^*-yT_L=Pa0g84DCAgAgGUhrbH zZevJHgV;Uu`=?(ccNz=HVs)9~)Y{DMe3^S0Z}l$qRF$OOk<@< z?u*^o)2`U~e)A6cmI?K$Mr|36@rBkO7oSKqz|{-d?q?JG^pnPP6cnI>^fkw&rXRAu z&?E4{K9zcNqNo4X+S^VP@-O$qcV6-2+8kfwRdy54n)vDKUEC;dNPjx8Z!ugXi5mH@ z*H*8CSbGQqFwHhf!ZpB9cb~TOG{nI{j+Mt}BeJ|vu}77Y_=6ChBZ2JpS@Km>FnRU8 zxqogKa!MHSOs<w=gOo=E(~jzxu}ahdGve(`lmij#f^37|?P zOM5bkr%N{JZJSnBTk&nxbslAeV?6Qimb;7;D&7JgyG?&~&#e^FPLf$pKDeLT^JoWQ z^cZ!+KWyE3j^ICy()?N{+EKp@Jj%*;$x@H}l{ z-I$Gco3R8*UlEUjK zZug1xkZfecl$%z`Rb3ohopjJ{?_Zt2251pX-n*HZc9gss_f|tM54=6N#kOU6q+`7# z%8C6&J_YOXt=rO`AO#()t~FEsLrz6cAUZ)hhUY1NwMwv$44li9TnuH_iHtv z=-m)V%P+k9ZGou{cCOQ>)dC71x?9l1wkhr3Dn{3du1g1B4=WXw;N&mam@~^aG~a#5 z(<*}>mW)s{RIR(HXO;V!OAwQJQ|I<~tGsdT1`8p72A{t(vL~V10>Xddyc)o(iIK|g zKLqx0_8}k0pg|_yEn_H#1?;Fxv2*a-06P z;B~dBVpXZjQgLGw%{dI)dbhbREV#8$mEtWaZ!fr@vGcWy;(dJTzL^b%4sWqC_qsqd zXHQef*9k?%P96F9fG%S{%L|bk3u6HWKMs<=LIcdUNsc(#&KV6peh4la*U@I`u@nkB zYtM~CY)E?llDhjq*SCp~ffI*C`UeJH!1*Gi|IoW9u9pb^lk#jU;7#Dd(Fv%+pWSgU z9RdQ-1gU@AE6DB>D{7yjdy*oFni-{lSHb;;eD|Sh)sUhuRmBC>K!qy{8XJARRgW4p z+^T0n3%{Ec7pdF{=e}#t16PH?XGs*Peb|@-Q2F-c`nu}9?&j94$)$oyC^$KuVvmVe zSg&&7#ECOz(yMZAdKB(PX*HhK()x@Pp_#>xUFDXyL>P(b(5zI>2dIWz!XyLm7gX?% zdioAyy|(fbvS8&U_h~e6rtCw51BK1th*%OhH$A}2u+AG(3+%XYC+g03j+%d5l|>Ua z@GIvcKGNzMu?AqbRqx53gV-})G8BA&HT3BA?xx2GqpW3Y2&yw@TiUDk)?@%caB#*Z zobNGweuJfrQ;_H`c>93TlH^sUiQx`-m+j*8%3AiBsP|BCN>n6yCzPXJ;Sj9Xx9OifMtS;Dq3Xt1PS-VMYotgyzYV&-VkO3^^p4etFF*_i9L+}jI=xLCsj4UGL zFmeF7t*oqqiS+2k`_C5M{hl(8qsZZ*6?r1SSe_sQ32%Ias;xB21EKb(H8a zz8CR?6Y0X0vV(`M-w;(g3TOc_Y;pDu5HEW2n_VEdo1^Fw!j+&7dRP^c56r7sf zDY1uTw+|95uPq8w6VL2vL@W@D;WP|Uk*VttVU-xAP2;E&^?YNlfZEG=Vi?x%rvk=c zl*ZQ>iNrAvIM7D!&C7ah6j-x@A8IPcD1*}J;+#Z3#xs|(n>OHZ{NyCg03F-m^1!#4 zKvBb7Z)8||wdIe_g(41#`Vl6*-mD!a^sQ8AM3lQaJ;%zSIG(G+yv`)n=%kn3{xj2J z4-zSK!~%DPoP$dPA}};@(==<|g+7ZKyC^j<5QiVpPI;PfZ|<`S&dOLh$(MQDl~zhP zdj)vqr0)D^5JKDVF~~$_YoAQk3+3^EO-2CN(V+hzR^BdVMt&$+&Y79}_I)y}#u!R3 z7y~Y&*#n?RgLs6)t6YD1Z=>}W-*+j>@tw@r1l z`XZGAx5JC1H;Kclk!VH17EJN#&P`3}%me4a&&ia#ErXeFq|0W!7a6WQ(^*8o3(}pr zS(C|^_}g)w15P^|i{n0_jTj6kAIRUkE(mythud`)8~jFF(SvYi-I!me*84LcB0RL6G?P&eYzT7|IPEDp+0^b)$SI{2Qi4P=U6@oeeK2u-@Cs zVr1c2yhDSs*2I+>>pm`xCaK~eK4T7N42cP3HeZX@S>%^6UpaL8ipiaJAPdnn2cYr< z0eu1-M*1G(cNg-Bw_lYWcHU%1XA~T#k(XVed@rM}Z2VmZWnq^QjZzQll?fnPk0mtm z${(&~C4^j@U1?$BBh9D6Z3{s5dpN$s;a)?AbKZQ@qZU`~=&Z=3K2Eq`A-+{x4;>^r zue7^gi{HnU?er|l8an}VbIB0-l4+?bL8{T%_5gtJP*>*@;TOY6#5;%|khi@$Dz)%q z!d78S{vTj*SV$kLWhN!Kjx@qMjbj~7BY*36oxqd9;~mJbiXQbRRNei8{FuI`s@L8T^F9;_Z!{sHn4u);{*%FCW*?F z$J1-=n6<{T3Cb3kFP@?V=nwS6aL9y4Q0wxb)v1q0e1b8hgv_tlPhX#WORyl0ZS+_Ar7OmO@lL?l39ptis}fW@$Tlg2m@2pnvg*a98J;ldELST?NXDl%n{rtO=CVEM)X9-<> zVoEE8$m%PMu#(MxwWnZjyHV`8P8MBK2%xsvz+#2P}q)3cEid4gAxzk2sC-@HaK?zY|pM- zJLkUZal~4$_AL;-=nt2g20z`Acu1J8U&tjqx83}{ch^JG`K>1Y zLEDo256C||u&}h=5W2@>m+F_oFOJ26f?_e{rL&F}3yXg$giUATdmSjJnA(2+{9IQz zDY2%ms@iI@;GQOEWNTM_`)2jj3*Gwv!9e) zeVZS)KXU1}4K2x9*8vk z9{OfUA|7)iBlQE7PdN9aI!5Avudgq|4Wvt8#32p{ENN=mBQGz%b;phihK6zJ+-!t9 zj_3Zoxsb5%XLG@~xw-0gz9}i(M~)r)(%eipF)`r)DYfND<5A@rbknWC4Jd7Bpalr8 z4C3vi^kOp}QPJnnT^&4lkc1D;fmV1La^b{v3#H^io4&8x0M8?znwxtfACFpak!fdy zBl^ULgoGIJAc)IA!7_Gop*ZaL+s~iRWBeV4%Zfn1IJ>w^!#dgr=!0^U!8_yFeUd6T zM1q6j(RuOpMFU}*q35Cy(me7bu_v8=4@JF4DsMMXN`l@1_qV{mhG%e5VO zp_l<<4-Q~Y*-J-v1@}!Hu$hiy*bQB7-@Xj{Vwt(1jGbK;+GUn8{Yisjbbcw1%H;G1p zjEs!;ele#TuB+3R;*N1}$aHjc9FdUFH8nFMT2i}r?K-%&wsy4!Rt9$a4l9pH5xc8| zcMKAR*T5Ye9}^Q3>+A1742^}NuI{Oog-HgSDY=AGZj>C+5;X!jCq@_g# zr^xTYC~?Hg31&(jRJwNUAVjYrk0@!jlZ0)5`-s@3(dm&qE_f)j#*h*DHX-AMf zT3SbdA-_;)who|{K_MX_=z?2x~{HYW22&GwzW1&gfRgxUOa@$T}VWv zJuhnPMcK{sH*V}ju1rC~!hO!gMXbwh!v(;ppE+lLowe*C!Kmt?AhEU=XWYI|NH~wm zBUYwx8tn`$SLk#zu|0$rRWtj7(gS-^^4F@W9rN?^8xGGh-o7P27WiFSTP}GgvtZ9u zZ|U(9C){IVVyruE@#iinzO%|;Qh)jW8o(#U+=!13rhRIH0O0E>uTx;<%YuOj=TSd9dj_8J)wW-QXBN0R6sWjXbPD z_6u44RVoT{YCEXU#i787wLFS^EHhd~&cdUkqt}#_-a3PTd5DMS z`chU4pGNwv?-Du(Z0G-|!y`yT+O=yJDe!x2yRL=BsmiJ<<$ZSc_HPptuO^(}=6;G- zB`f<}k=RtIsHsm1AYj?LefvWXkMf}LNe%5H=Y99?jmqQ{7K#yt{C@^VSZz#xKyPYp z?mw&@)HC|vZk$!s}Xtl#TckY})|K2M=@LFT3VdJ!NI$knK@vfu3WC*ke?`A(1Bh7-cH{Nxig*o6CCoW zr^KeET?dIs;Es+JZ*+qKnfK|pSVFu8j-1nLAYAUvF5!nrD^q7ssmpI-%o z3U|ChObCP?mL0852rVup4QePUc>wr^;_B)u>gv*VYpiQhld^S}IfO_W>i6z_T3lK2 z{;cPZ%|O_0G>8adNZ;1l3-4zuHg$KOI#n?B(80mM6L$t*(p7G)oL3@sm_J9b-t58_ zHa#=*LRH7{A_XO-vH&i6H!CYQRuBL)UM;gW)wGfM@AD#R{kxf%PU7`o`5c5}>qfFB zCp}CY-dI098*T>;R)xwaDFr4DVQmQoK@}@1E#|!=%tEoLsS3(UnwlKYtI@q}IF52^ z0M4X7(fuoHbbLG*!j|cU1%^wPE~$UibB85DeU2fkWd<~Lr7cR?DLcOuR=h)O(~{Q zGJmWymkoqSgrviSit-#0bNcim=KSjhc_0xdVK9t3pmA<166KS}#unkcA39rUD_h&I zSd6Tu`z~r`OG@z@5+C7nQ}CreZ@53U;xQFZ&v(S4V4;OFxDLZV~cv~nVa$;=1Y@^oM&IV38&|NQy$pYA^KysbD*jXzC?G9zX+?OFSYe|^R?;xjgP zIrQ&TFz_^zGsq$J#OiL87Ti(Pw8Kg`Tx^5&q`34(+f1~3Col4 O*OiO%QYn&p5B~@EH)p>9 diff --git a/master/_images/sphx_glr_02-fused-softmax_thumb.png b/master/_images/sphx_glr_02-fused-softmax_thumb.png index c9f7fb12eb643a28fdaac90b1fd47a50eaa86b4f..950f2da8d0b68f88d70088d3b8839d50500537ad 100644 GIT binary patch literal 23754 zcmdRW3grKB_>Al+R80us`lB1lWu&}1pO%4 zcjD^qsRxU0UTTw%y(e0(V^N0&nQyadVnv?5GtEJL6@vZ-oskv)UeK2@hd=-G(!SsSk0+qV?)&I}m%r&xR@_sfmtFl`b#g{6A zss`XDP{+whIXZG?Wo5Y-$ko=DJ~2I9Xs}sqjMFUBUA5=mYb2xY`uwh7{Fm#2?sv?W z9e<-}ppB_k4m!_*b<4Ic=j{sIj+R^uLU7kO@d*e52R4hLoW+Bm`H(-=>Ovczf*1Fj zRZqI0P3~1;;DYs>lzj3Il{!G{_1gek33sXg^BV^h6?~Y~M9Y8`MKCT=|Ek~pZM&7r zQI|d|Z1XB3@)342EtJ;F+WUB`UZ-K;cDKx$aC^-{h>8`6O`ZvHLPfQob}il(erPPt zAjgJDO5SmG{Yj} zw?E}AF`O5B#KsKx{Uu9->F4Dw7?`{=xR?#OA=nc?V=s9bvv?&Tt>_o$g@Imzl&(j?r7nv)#q};ueUNO5# zYyQ^n>);zm#4>|s3oE|>esTHj_Ls+IiiP=6D{78WZw}&!XYslRtwtV#UN;P;pT(VP zgiy=dmhS6|Zz+6>ina0_+m@PzXR1-m{@J&olO*M5h*uvj^=fIxEf$1YirEXnzsYN$ zs^5F%r%g5JmukYW9d2FUu!>$%wEx;ZfuU5--XApWiHz?qOkdxm6YFYJWEDTGcS5f+ zg(fdFjyg|-Ok0-7(S3Y+JB~6CJ-kBuO&zE6FSFGacZDyTH6C8hJvKi$KR|pF2JRs@ z+x;>cZ74Y>chHvD2`B<&JI&3$LH~Sb)PLI0GrVruC*{lh?~?(xHv5CxX->$gX}(g% z&{rgsL>_Cxx&=p!qvkX0uV25url+5FxlU+q7KULrHZRQgsV)=BFo0Y~RHu|@pKV#ei9`CLdrZoz-1{arSO4Ms#6)&YE z`#fN15I7@u2HI_BD8lB3VInFew6BM94N=~|eTzUC`m9V--rb!a+5c;ve1hZrm%7nv zbEV&Q%R?Ey4}D85o-YNR-%K0%ipWHe8DF1n7GUC*{Wfe{@Yu~*=4LnXx&Jhdl9cRJ*{(e+6 zG(@U5Z-TS4U-b_Rpj|D$|MdPnDhf8)u}w~9rr+*(fts#v|933XM0R6|wC4EG@JV!; zi25ce8(vuVt}{;X!|n26MsL{HV|y4McTC@X-RO=j8gY29E^;`DxH0v=bQ63sGxkMlQ+O>PC?u1ZUp5yr;H(Qt5JHk~%STps5Z2xdd6KNf8(LK9Rg z7(zTtshI}6W#yeH8=_O7w$vNjO>BXIhpfejNGnk?RJ@m6;)CnG2oqMYp%yE@Y13~7 z8Q)LV7g^$cBXIumnNzchUI@N@frpnQ;6%rw_Zw`yAi599?Di{fAI>r!D?MSh;PShp zIVj;IJfHR^iZ-^ltBpI6^FO3)&3@M`$rJZSMhFNBGMb`~shT%FGjkjGv@FW+KH@!N z>e1*~V0baLb8)CC{w|>D^GJDGQ_34b5)y8EO7x=XrX%0G#I6SRB&)*F(bMm^78Owg1L4s98)DJ_lFru;8xpee{tIBmO#Tldn;tDGXb1vRQ6TD^e>Mt9Mve zvprJP4r;5JSVVurjGTV`fF0zikX?zJ?t#8F=;X#GCDovZJD4JwA$k}uq5Sh! z`x+T*VV+PTn5$?SF?$-iyWI9DJMFeJ@)et0FxB3`(eaelcSFOryy-&OWukvH=TLk@ z4T~Zno+5?mX9~u!$hPSInLo}#OoekJUgYL9bWuib_oDVXBmkGF+Jl^GjX0>29F;KC z(`#)-{Joqb&Zo!f+K<%@M=?>WqBpzqc8dlYb}gIOk;UtCSjcV((d{d?eec~-sfU7| zz8BecZ0KCOJu+^8;)c;>>xQGAkkILm(}+?~rpfO`{BSq!-R6B8!O}gF{p?@TIyO$( z6gja*%p$-VdM~Ih)I9|6u4wMgV?0;%DuR|;7K4Ud5B4Yu-0xjrpGRN8R)3>l*P}Ex zIe(>=q!O6*7VtSu$CXegLi_2_wd$8AzgQOd3}azY&Y-D7hEjYu9hb~&?Veu2uP1!9 zZaLFfa%W~#go+huMIv~P3Q-jYpP)gH z@$hmRFC(D@D%wxMx=(?gs!OY#?Dm;L?;2f2U=V_=tV5n62}xSv0Nh&nC%M=fgM-Jg zAiGuv9M|6Nv}N8JUD7*ziqFENXXNGmPAI`4&__!D(;Yy?m>2#E1$Hui+eLno*Q@6BdID4t!zbS#LLMiJv zQQ0pCo73nO^1yF>nDahYKifJy{wakVh)YC@_LD?i8eovm_7EzE10}Q*gI!Q@~!gCvh#VQ*t7(2Gnc!9hM-+ z#&;alb(R|(R)VcCOhU8Jw=(KwM+!vP?n@Wz*p2x#|* zHj;p!>b#(u?6L|BqWE^@UVnRNVvYqaA|K~$tPvyP`SCzEk!QeLyF7JK3Duz}hVVU) zPHn%)TME2&!}xbYm-GSk6S98lF>y?bi(0L%RrzuM0a;ZnPOe3y9a-7KUpPj~jpgrA zsjUoKD3Fpwy#<9__y24ycuL?(XhoQw^U(J%2>Uvn-lWaz0Q8)RRp>3I8T?n7D(sNG$5bj}RCb_%E3!)I1%6 zoTk|OFNv#faB#B|M{EPUDHShoyxS6FyJmiT*Ll(~XL8ThyIy~!hT-Ze^>+4YAnw{H z%?hNh-d+@6UtfSmyEDc8XPVsDzRcB7i;AX$lJyJV*xxp@66-zTvI+_t`6;$*EA9T; zWtzjha&mIuK9KF&?s+kYSW7Q)iwgb7g%(0z-CXxseh$P>wK}t#rUb7LAkd+M$ zBOZM3B}u}OrBo_)%hI9e9wMv>7zN|IkY>Y*0#LA=_h+I&UrD#ub9uw$KbQhmR$QFZ z4{Q&wiCYAnDpRx%$=uZ3+_9kYR)RazXC-QKJE8-`Hysy$h;F@PfW*+6CA7F9@_x}sDizH<@QZMhEH;AEdJfyU2t%4VeJhWHVmP$t?hRI8+fSz zyrQZWp<-YNtqP_o%2b;TD%LBOX^z)ej?Xb;*=N8^pqj7-k#FA=o69;3zm9Ki9Jtuw zeMJ3uN3d?)A__LJ?1c|zuBg1c(=cMg>UX?~Isuzp{QTpy){LYYuNU&zEJZOlfNRmo z`sw>E`?|RqxjR@u7anM_n~+k*HTj;QQ@_KCMmUM?L<}Wt=%nGjoVnmF z2>)cw;hTToXY|sSBeNR;oe9H%Vbb$F0UT%^G+eg4g3j+)>^3t$xQ5S|PWwv!n%sQf z#kArLE+IAekOgNQ4!cnZCu2u#{+bxxH)KsiTQw@CET8(?X*V=CIDdC)KM6yOo$a@0 zoD}-1f=a!o+aiiyB6@qNw=+NOeOkzP9q)zC66n=*rq@$L-Wi8go;zmvquaRsQ{Bgr zzn17=gJD~Kbq8DncBAEwLJ4hkWMGvm%PSSFO7@Z$HJOi;%2Qpm&0utJ71EC8FN^vC;ZG(Ee^)W8W)p+(TtZ*>_1os3(QBfQ5Q2oYR|UdB6%P*~ zhgePH99uJubkgC^)1-B&KvjtZm&T@W&UkF@|N0F{xM^SKH^pNAx&ft3&X~I`mj%`i zkB3|-t&4IISYI*$bf~aS+0Ure!;U92&dzu_ZImDKa-w&U3dTzuD)0{NCP+9eFk^M) zp_#g19|*jl+GY@06!D|LLt5FG{XD#8eY|-OU7{D|f5^Qhtv%%U$?2(6Hq97-%Ol%Z zIW)f7nK>eC3xn_5|-c-*zISBQ@3V`B^3A~@Jz+p67OSYUQ(ZHKnC zQ`YWH*cHf{7hj4yhb~Gqlr`(tF$CalOFr2UCKudDf6N-~Se|V{Ex%J&@*6>40tv6vsxle8R0O;CW;NvLkW9sOP)S&VIvajD^ z$9h77YlSjE(X7WKrmqy8_OGy0QGW*y+5Y!Kk_zh`|ba|CT-DG zTL05yzTf)9%};xukgR+U?dSQLv$EvZyv(JH-O3qV1w{z<;H#8h8za%tsO!PpFS9`s%?iW8ku1rEz2cIc z@d6w`Dg-w#C-yKr8;Xi>37%npU=XTu8)2`crWU0(|8K9!$$YM@eLE&MrfjJZt1Vw# zrdOK3Kd>wlVE0sH%|qF^;-kz^1fDHhB|iII(<<`^o&IxZKG$vj?2JCI&l2p6p-#(; z$wX<10vn%+$9S;)8}q$L@3IzV$E3->?E!Ojt1966UEMD-p%y-x+B6 zI^gw6$(ab$q@=O36uU%g_+F_8Ll^{08FnN)fT=gPHX^z!Rd5)a?06j7t|tX_JN z#5Ok{mbO>a@8ZCI98Bh+VPN?2_wW0T&dy)j%z*Vc9j}NZz)72e0w&PGa`PG@k7Z?L zse4++s1Xnm5rrSF))kVue?ZHdu$vZ}$Zb`gZ)}U(zk8+=uU@K1$|9kcI&M-D&tDWV zy8}8CsPA81&3*i(r#RO)#dnK-Ir?Y855WZC3(b7hE0NAtvTC+lv4E|tO7-%98g z?_F3m*Dbn|X87DNkn-8)*3`uQ{xZL|z1<53ZvbyFFf(rymz2L^WsM**@`|F7iGV|r z!}@jXVP0+$EOBvhzozcBF9|X}qTq38o6<_f(Q1=xzL0n^wEIi27CUC@T~^*m$+oDW zD}Z{u05YFx9GWvWK%u!QCU(B*=fmmU6MCs0B=x5Sl^os}iru>cN7u6!le%6Pt@zrkca`(|RW|B{ z7KCGAoYpT1Q#QZV>8LplI5E`4jlcQhebY0RYnw!2pnS+A^kEYD`b-U9b*Ud5;`eIBTk>qo#ezv_-iV_X$6Rs;2 zZOAIi&(bR92}T|Vaff>QD7(J4l`m7Vsi$O&`vlyW7N~DyGU=Ru?0!QhsK9Yg`yKT~ z>2@YXZ|PqUsaUS0GYXxdNK{v4SIl9~_)dMny@-MiPav9>64hT~bu~6AR0s46(YJe{ zgAFAoDuHK*>2zxejneFDnKwaw50}oPo)ROZOv7o|Y#?eLOpaDd z_wP17c^aIt6j@<=gPt+~N}@lP=x^h4V5Ac^xN4doR(nOnI2#Xk z_Lz-O9SAQxa9ft_I~w;l6XhF6`Exl|TUWc1O@^;m!8OHNjB20$9UaTLBE9=@8rh+A zB$G~i1b;HBp{gf*S9m6(uF8@DMqN6cIdWkFTVbn+BX267d#9XljTS4NTzu`NJe9yOG-E)={3r zTa$B=BkVL$t#!dj6TM4b+nX)A-{y7|quVbe$Y>B9u`dY^S1o?~)A_JC6f&W*Kh0FJ z9=bl!VEKt55~ihs&neIK<1$jZWb_knBGko?><#~0eP#V{v0(xZE%wK$>kW+!hYNbG zv$;JW*<|6?zJ0Pmw$HHeokd=zR7uz>E$;33HO|z{o;O3Sp*BX>R!x*nvTUgUApxVC zpL*vXuMe{cZIM?iR{-XxhkI7JPkc&;o{+IsxF^XFio7z=m6%|E`A!T4$~7%+_+%B) zOaXa7U{Lgt-nT_82m{ARncOuYEi4+71f_AM;~EzhY&_MyMWDkTdRwOskTPg^Z6B^1Qpwn9mxTw6s`L zzPot9%n(YI^Q5K3xt=K*A(BWlu8^x0%#G0ciGUi0vI(NJDscB|Xu12KzFXU}tw7FNH#Q zvNDXLYFzSYZim122|PqXuso_!@2?=PF370V@b2csMv+u8VZ5ZVMa7J1 zJ)FmGgy(ljL9IHG2jAgfDXIC%efiP#bhfX?{HJ&cRKDE~!O#mGYx{ie_S}Hy2)gfV#2`=i!q0ZY}_}TN))mE-?HF3+efi+6h)bm^7+Ua zm%)nl@vIC^$EEk>);{FZ^!mO%x8|{?>~_P#hgP0MJ|1nl#Z^APbj$e3E^fIIiI8e_ z!$&QIx6yiu0FvYaSGDPz3uwGU|Aut_^x9J_quqvmT|Lz_*35nAUmdMAh89mFK&RKX z({98r(o2+AqA^+@wrcY#M%fxN=$XHTiO;0DGN#29EK2J-kg%0`{n#$|D4%=MwN`mN z(h;Pc)|k8zZ2Cenl7-6=0N#pnNZhU9g3NZ}(B!EXk(KrsyXfpGT88cYc`0Jm)yk)b zi?g=(=pWz>vsT^sUPW8`y{s&nN6SO>(#a%pQ0G_OGCEGq({IC4>P7&@MoAncQtub< zzjap-X#MV#A$+BzA#`7+qc6#9feLemda|# zT{!1`SYMC7+4xWjm)AOz@ zBzP2IwUEN-Mu`97H2Lx$crzZv-9=rZu#nbnY}-TYDyQFDABukBvl zzuH}>?5Rb302crc zN4G5A7OQcTx)BLGp_3~zXH2Ep#N6UIWQdz-bGRHZfdM(t)+^P`Kjv z{P}Z0AjW}D#mK}2*-A23E>bTwXo|-Xz4ALfbxijp$4%e|LA>Wa&(AFvg6!Muovp|Lo2Wb~^rZ40ZI=qT{hm=f=^z}gEBTWn zIQ0~7JBC@HCV)05{`eXz1J45UH3xH4bBORM=FWPCkiHI2&vc>VmabiJ^A z@_>ike(wW=*$6ZS2G+3%8`G}k9>4B!Aqk2c+AfvhpXBkM`Xh31wEFcK&T;0Uc>3;1 zn7QRO;4nbn7;GUwe72H&W$kX&r^YO=(-W*ovsbmRTcFzRdDI>$W;o+2A+d5c-0q%S zq^4LfUcHkyYqQmQdzkZiAl_!S>KPCY{gJUO7V0^?Z_ZbT#U8tWknDNXlCZyT^Ken& z>oCYOjY~;6ECO5TT;I`vl~SM?CxJhPt6m;40u z(q*^4>Yz*fTjru{8Xtl+wQb)7K!>f9@N4BhR5B#qg_xMrmO87S_ET2aYjl?EEZ2x3 zgg+t48sFj9wm*(FNAz-AY_bt-{1He)q-x7%K7o_NuWau}n8kwd=2txX!La4R%$jr~ z?~X@@iALd-Tbpmj(Y%Vet(}VyYeFakQ^E1Tl2PKEFJoP8WBA0HI%wQGqlG9dqIR;6 z`S(e`JxCTwUBtGX67?CgbFwr_Fy^J-BBVlF^>ap7pq^`vT&xKLT$EB3(r0dK+8>&1;I=f6d5I=!EZz+YLVr&VX%de!q4=X7&rB}YD0gAeZR$%|zO>`3 z`)9Y1&0#I#Wr*-1iEHOx&8M+sZ4Zkg`nOwmB0=Dzh`v0P4bPa*$uCl8Jhbtohhyy8 zNuVmTEW6q?)($YJl zL3G}f(pLR>@X6n*tn8>*;O0maG#n$GOx~uC+>i5Da)=628eX3ftUXz`z#H9au6y|j zGwaV9#eAh;slv4h`hChJ%qs@jZTds#Ps05np_BK_QYwizz3QM>Kr+{n3N@@0bn*CV z>c3VzJ|qVTigf|Ls&M7~#AGfa%fwlR%?NUjXA-e`V7;7g`Cctu=Ms~#AS6Y1F(6}g z=H#aAmF_Roi5C>t7td{zo$xBoeFIU1M6`o6jC6JDYzJeMMA81_%EkmoL?C~hsWg5Q zBJu9s(-?ZCt>e|stD756mp%2VGCdh!xswaIc3IVOI;_2`(Pe>qEP+IZKMzZE>5eX6 zYBT@zct=e~xYB{tmC51WSb>l|IQlf{n|4Z7{8G4QhJ!%#I2tdx^;fUo2VB?$6l>+b z-5`YePu=*`&PKNOhnIajlC?=W`Hl~U>>#BBCiMU2>seO?RYO!0n><-*wj!uNv7>Jk zSsj!whfy5fu^$=SQh0=?r-yr_*Qh$i`r>CSp9`1>g>Q}qMxLH*MM4Y5dMd2dd(i-0CX!+k_!X}N1(SjAqcI=!zU=#Ioy09R57#fozr^oK1>#wXSukaZ z*Cu(td4FT5j&lH*GDcHzt%s0rjH7W~)`a1Mf3oT)7U~k_P+})cbab`HRJoF4O?vW! zN!ol2@q8-V`z_5mnYwMU>HF>GAw=I_4LO74&R<62P&3pj$ZW=v-HW#6)#sQX7ORqp zHFUPt-g+!r4DasM=vjWUwcWiane5-6t!`KgVbZR*r|$0VreCysxVt73@rb=Vm>;h+ zmUMJ-f&l50gBTMyVL{I@2tU^9!hhh zmrNH^>k10WJv=#02;nfZH?mj@rCUwIdcc%S+|`QvKC93!?JfedP)%4KO2Vo8bgzgB zt;RoOE=fJiybq?NqVPh8Gwy{nI)cXuG{n(bHS%_ZD03brWhU z>D~({%-DPV*2~LF8??5hq@*xnjwj*L>n|0A(latBZ(&E~vsIsWE`;RzUJANG27F1gtK(G!xJKmr7~_`N z8HBU_oz(W@aJq;>Dt}Z2xzG!OP0`M@S(_f)x|p=I5B8O}q;3`#Z!}8?N+v@zp+1(t z68x7c5K~pfIaO{jfTuK3(R%k$?U+FibGu*b2t#p)ayi52!|n4`N{4nTm2*+&eWO`U(l!bmZP69t|ZlhHq@LW7 z0_pMe!RSbBw|HaGdbuSxqPX~jnSWAb#be^=natTp1 zLAWiv=(d~(@`UMADE0JIwKlWS8ylu;Yiq*2$wrL20l!yr+9^j{jNP2~xZFl*gXm-Q zVh666dbork^<=*s5y75+Y&aAHK9Hf&nTJ7wlgezHuNaQ-F#_G>Ayk>G#N@H*{- zd@{G$1nOywe-XKfqc5pc$pTy&aQ`|EHfH0tlaU0pnR3c&0nk6_ob- zZ%P5#L&l--nj>GoJ!(?|%6Y@(oOMabU1 zUHw8@V;oy+wxhELu8xk5ps$pVvJoj3;DvT~>`j(j@0CSy-Az--{HSZddIS*LSuBP zL_E$jK_{TspU#!VqwqTJ>eC08SO7JM$MCkBm74pjdAUcAlLVu~s;wmi<8krai0+Xi z2~syCnbUZDEpgF4<}W{++Aw=7ivH{l(pAr;j0XtDl-8|N-|;hpKPsH-#AQqDy=3Nm%PqC&?%?j?1MyB076k=;jy#0 zWv%XaY;w5*#WXk}fIuKuS6A$Ahx#_Wq(L~8TYyUgDwU&J1opYvgLwRtynO1KhT3Xr{RBPE2b+Sf>NA_Ykk9X{6uz%aX$|FHNfiGU1VA2!zlG}1D;5m)7JxEj<*XkaOnchx-@?vWB<46Kfo!Q^WR{)fou@MKK#peojQx>kV7%1zf8al!gey z3Yjv^b;kx&EUeGREA4Re6>hnLy6wtE!sX$=MkVSpI@>SrwJ%;HT-jz`6T2 zX+_J+J5@c=G;4GD)GuTCS0H<6Xeb205XjYPkcc@ycaj1yTaCF%I7q^C^YXGrEkG}7 z2iYS3_P1tcbcCUS-~^UxGJ(`Cg6Zea&v9{Ab_t#M$v|-fF__@6u-wYZp8&Il0OjL6 zpxx``y9zT68D@|e_gnV4#gbAXX8-8tZ1h9^o2>O())3C~O``5avBeKrc|TuH5Az!n zn60|rrLuqy?&a0I%^NN)`TqT1G??AU%EY#*fGB_Q)2C05fw*A8nWQ+ArS^4?{e+fWjk>o(t2Sm6r>b_g`u-t@{=aj>@6Y z0fn02$N@VY7{6m%%HFfca zGRnZoCO5mDNXlVQQrkhWc<>&!tdzq0g*`>7E%rCaUV<|IJ?n?$%acV^phg-@Z%#CX zgrLKVW2^Tqzw-_*JXl3Tv)=ssm*b|~)^LXJ+A~ouKRfdsWpJpmUu=rz63QoQ_E1 zM8(AgF5312Vhlv4i6v5dw4xZU7XV3|S0x{^1w;-7)s=gP4*g1l9KyB}TNW2zfJn+| zj~`!sRyUT5-bWTIP*c?k6hDIx1qT2M>B32m53sfc-^Y84THSPyJ%;S;Y+@l-W{`Wx z1tl~fAmA9p`987}!+-ej@NfreDm;@51U)XmR3#)OMTX(43vL%odVsXDKtN#NXuX38 zA+z>d(2!>99cVxfZRO$is6emImRY;f4{QRpbWMp=!?dTtxCt}_jBr&_BfNa=?E@l+ z58YKA5gjJFp}>i=Lt4+I%MZV%lG(LNcKge>A&eml_xOs$?8)nJP_&50?XulxR3+@EGa+-;4uSbG&VLCc#ZUExYSlUAQM88xadUky@psq z!s1CJi$@sJHH!PM>CmUdPxfj=fqGh83m21^T|+%XlAeHA0Ky1sF?qxkwp-5k&MzL&tm5D-h^GnN`$0$?zwCpr#t#ta1>!JCbbAvtzQo=hh z=suwPe*_))owW2PZjxW~2SBCj=;#0{53}Cyu&%Cm!_QMRpqjG>moYu!@RxXa2mdFg_WPW`;ahl?G5)124+Pg~Ji$5$ZcE+2FOqLXLsaa0n9fu=f zmDDDZ1_>HD-@bjbSZWp+9UWZ&;}^}R{Y?8yEh#b-kf)$x15AW?d~vavWS+hX+L1X( zw40iljb(}>k?`4K)|(eTI%z_{v(#zx5wW+qF9Dz&2n(R%8-wNtKN=rWcz*#cB045U zNg&4{RVOV&xtO<4S9|T#@%`Zu#QOreKR7R+@ZG>Y8;W;sF@Y3*)8!PNn~=+O5NT-| zXFkfFNsX3;b{+zi(*KyMHE=n7sjJP?w`zY3O4)dxJP{mzR2p~IZzWqRLYBdROgd9V zb98X*UUX&`Mtp#~q_(%+wilGliRd#Q~t1a|$D`$cqSwCKXryYA;h}P<1q`q`O!zu^d20hz` z?rI5Jz<8BBmr3oKe_f(Cb-njPRl%`TCjq$(79f(Df8LV=3`r37;LPUQt(eFVc0T5e z%tP8W(W>?XBP?gZQ1M4?0ESa1WTH&MJtO2<+gr@C9%rF0Y|Zc;e)Wm?M+`?)?h z$V%3u7OFEwcgDzKE1B7MtW+;8=kkp57jlIAlZ=;%^L?ksL7~cH4-7;hJk`1}0)eSY zp#xy`GSnrg*)sJiTmC6>&E~KgDY@9;7Ca{rkuH1gKjo)bCRs9-tzs$6LO{@q{lkTU z6<Cc>+j}da-Lg zp!yb%7T*-a!GeR27NZpfkBg$CPxlzf#~R^l2E~P(qF0sbfVhH+woY*8Cc-na5TugM zkZ$9wF5Pc%D{m@C#acPb@v%%*<)VPm`IQ$9JVf(->-$cv$M6?=^24*XTOk9*)R42> zv^L#5X%+mfqom>0>`oBA2@|9-Yk3*kxmJ!hVtpQP6)*w>H;`B>zyjLfPkE0lZBR{F z)ii`Y)yjnvvLJ^e0)fl;p|?jyKLi6rGl3`sLWTsF=%tEGgiW62#hE`*xgUiZa6;vK_~|~M0qPJ z<>1C_%?6}DT1WCv3&j4ps6*j73jvVo%a1(^| z;iMhjeSt6#oto-3_M5eC`~$j5${p6j>pWj`e(W0h*J%IWyexR05CX`4-@IgC%aerhZn!j9eUO%Z08V{}7f9HYF{-nH znXoJjtC{|A!wK5sLMF@MFfead)v@Zb&Ip=XLD}SW*y> z@+>Va0RBU7}Y3aXetXka1&8kB>h=>BI4`khjE7~6Vfjc%^YfS`x7ii2V_H45YfQEw}2{bmukD${5s@YYI z1%h$q4O=8YYEl5a*ItnAj$I7Q++H+elz87>0-b@v4`dAvo6i(OLPFfZIEN0H@c>j8 z$QtV)I|$5+8G!1*b907H9mLL8&mYw4w1R1bF>o_vM|lZ`uU@|nxVmyTglrN3G23#s ziWb0sLKfX)kll@miV~NQ_?Bv90H#XXrSPaYI5^TXfRgzxM><@wUIb|OJ3Bjbtn#ST zta=w7m|zU}-97F9^?B;-GU$^bQ^2V10Fniw12}#j$$WN0fSOnxWjrs7*QG1s?dW|AXbCM5#Ry?N#-xmgA#=yoPZX?(GlE52YMX_Tk~76 z3^TvKkaC&*D}+{o*H(d`U@mwr+%_|~fDmeH6Q}UmrP@ZUuGmhp!~#g->Lo!@9K3^(Ij=x21%R&Px#PL;!x%nmzyD zfdLx0&i3ceTcEONmQ3OiK6~~|Awx86Y)qBcX68=-8s6T1Eh=?aUhWdgUr>&Sd2NV+ zbRk|csj97w`qsxs6ikICCK3bv5dl8XNEd^aGr9w5p0zOp)9 zXlBFd;e%#5m6hNVb%OUx6m(&FQ)XA>RG`w4oJv0@XF&!1P>U3 zp$@Qy|1a#q|NZ|8fC>E-1+a#LK;Ip;;0_}bhz1Lws;=Gzpqw}mD&YBaaMlW{s-pRp zy<+ZfVdH>HOGl9Xkj^QBo(3L=jBh?Auu!M>`3?p{Ku|Z8m0mnQGsc!E`}ZUi!E&yK z0jQ`{G&KKBGK0#J3_1@ku)a^l zPLSQmua6C)EeIsF$Yr{r=yBV;O#=~w#+|EdwMmIGW^0N1XW?%6cS z48KkqcNg-!Sfy+aj;Hxsw{f;S_(;pZ`~zf#!Fz(tmX}LwbImC&_6GT%A9!hUy#!e0 zAN98#m>1f9x=l6v>z4FrLFMax`IVf#pMWTT%dVk*xW`ZdOA1P54AC-lLQ!{ujYna9tpi6)aL1%R^SqldcisJr21^g4jAEWKz za9KV_yC6?^;@zw6OsI;fs_#wTAEl$-Bew@d5Qd3l^GV&J9)!b~TK>3{7k1g+&Ys`B zL;^$vJV*9wKxW^AZ+Gw(Y1w@BYhZKj77Os88KpL{pSGc9-(@GZ8Vh#Ef2tv2$%|J- zt|R`(r6tmdQfOiWgbrXSZbqz%OYbUKC}af8l@KnL_{zoR%68i zI1oU>DV%((>ZyQ2D|X9DynizKFlsX}CoOG>i~!>JAPXk4?xAV{{zrs8IS{K>?EZmH zU|`bpVwI>pna27r>oACY7CNiHSf`X6u1|-L7L3K_6)LZ)>H~TKj|72t$gsOleIk$O znn2#vsTj0_t-rkH;j;*18o*)eE#h~mC%fA5a?hT}13^u9XhmINrAEEAt6&55E;2GV z`5$vVF%y?PD`r*<-k@-hdrzElBLR`tvxgg4k+b@mG8xE9P#it*i;!FtPCarFrNCzs zforfDr)6loQ11W)Q$VCWS||`&41rSy#@Ia?OEHm=fLW2=3%&5rt+fgSb`_Wu;ZGY9 zgpgmTfG7}{9s`RFNC;RCFw^Fkdxa_(-c-BgEFg<6FQI}@NU5u!X-No}2W1(K?5Zpn z#yIZJs9?9-76uyvME(<%h>bAszqL6%Y%M*5tvL&fTGaqDYPf&>3M?q6L-)Ji zbHu}wnMe&}Vc!>ZyzDtDDj?(pjQIFo&Z0FxEF{BxF@fqa0^CKbxa7MKFM#jBt~Q<^ zv3$7{?elOCCID#W#FD{y1WDX?W7$q^CsVBIx?wtADnd|H&TdDQ&M20dbHn12FchW?r`pv~yfbbP#-nE9P|WIv&0E zb`}NE55h=Yg|B&jAP)_A1WTtbm;{5np(495@Tj{IO^7GFMi_jJfc$iHeVu*@Q~t!V zdTX$J)-%V4dWqI!bcDm`4)PR$bDwr))6YazBNeRW{?qO8yFygheD$eVAzxA zko5)~#0lWGJD^F#9ClAwb>3$eE=4PfPQGmN+X_D!Fm4^B#sJ?pvf~m)DL(9T9(40bUM&*UFz66if zcahQ}?vTxa{r=fN>2;rf8V*`f#L0g%EPYQ8=iF4RCo=uSt*IDb#%an?ZZR&a0Tn_{LkySmZ)?v08=NpG5IiI>X#my>KVj|KSJ{T8=c_-J$_KfRj|`_^8{yBeSeC^2n1=BeU$r}RQDGSA`wpV{b(c`4$-tz`(IMR>fKZiADX zX#+QMfGAdhH@FRyG#X~+u%^StP+%Ez0JwbvJMta76umo^B;m1w8#a2Ro6~}!i{HA9 z5#ec8Fc#od2NiPNKA@|36&ceADZtACm2DM0T&7X z!MA2Fz_05O3urQM>+#hIaV=200Q1t+A!O|i1gZmIb}H6gtIo>1g}Gy^4^J||Y%J%q zEHxwd>GixD%KM}Jwxkvl-e+;oz|<(aRXC=dKq{U12YBSB;eYx#^LQ%P?v0a>DT>6_ z(I{KySxTyd%C2pwV>&XXw8;?4kfBLVPNzCTGLtr$i;Rh6D57N3KoOC)Awy+Ie%D>^ zU%$`iefvv_{XEb8+-t3SUEg)NlmU?bo3ftIk#EZN<=Ja#V)u?5YuGh*c87B{04=RM ziblCt_r=8nxkji*h!ScRaus_SvA%9sqe7Dbvm@2aP37pmN8I(PDOYT+UBr3(5+&N$ zFw=wzY82xuSzZTH%#MP#M|S}yK!ipN3TB#?RYV-v)EubJlY6>r!q%iS72Dyarej;2 zsTeo+$&#!5EWTW&T$`Y_v5t(=PcAE8K=FLWCh7y%2PPynvuea^#cXozeh?jMx@*^pnHENh@8g} zQ9O(*`HgRw!e=)~!nh{*a?9;<=LV>=gesrF3p1YR}%8j<_E{^n;M#PM%V{I$Z z(Xvbb=5B8$Ce5CGDVMyZQOv;B!8W&&zV=aFF6>!+eW&E|g@uG}=IkL*Rw-DME2@jf83iwsB^f$aKr zvOJltn&>L_EW%;G3f_y@pa-YydQZrm_<%E;J-j<+Q-W$ozrSl+=-d7HDnsZ>be6nz zpqCskzi@%<5#hs8al$+y*a?T+FBBGCa;HsR88DbNOtZ)`%WlWt|2)>J4DSr%Mg0n( z6+bS2bAEVYSm1R_>cihpmG#k_=A9)m9u&D$;eF@*2g{`-nyLr5hR`G|9IyhR)c^W$ z?7*4_zh-vDH|GAO93IjeSAC*N%f;ipzSNJ}GrYfZcW!0iOQ%vYG zvKYUN76##y!kJ|MW9vxT>%EKm)=~U32d_u6z+JW2oa;z)1 z?t*xf`L%~#i9UJ)rF!7gv7)w}-^}?WZRh_ZG@>22P{2L|2ijpzvtOH_5lc zF24cRUprg|ccni^y!6tk+_G!Wu{QP>s5U?C$69uWd}FblvP2nU>bF@8%q(u8QZtQ` znOX-eIEmPaE=>bYLMF2XrM5~ZhF|W$1gvQ`+p~6W`g5=T#$~9A;JL8bMWjO(pc3Xf z`4Z`tof!!+X;dOU10K?#>;ng6gA+PDc+k*s1rKw7zS~WM0(l6-FB))@c-vu}ac^5X z^md$zM={~vYAuA6kG^x~PPtNF z4*4$`_&TpiCmV9`z5omfu*?6xdqY38YU25>)hs{B!9!qki~)!oj5X`5d~#-X?vIL? zGFv55YsF^g(KgFR8~Z(<%3x^R2wX_A+xs9W#jfN^w(Z_zvs{Zm$11GY^3k!LT{7Q1 zDr}YRd2}0Bzz$}fSAYF_uK1@$XkW0)uib@Vl6tO9@$GL1t)Szl;{5xiTtHwAxGmfn zIClIW^(W2EU{9YMnR?&LqMQ8kU*j}ic=HhUcAqkuK2dYjA7iv3JHKjYhPgLxL{vh; zimiz=4be8DVq%P(oYvtOx+B*j3X=eq_QB`T3~0|ZgS3g&Cl*+E+Teo7+$NNJ`;ZwK zbd&^FZ%cp_O35#~dGj1d@C4XpktGh98_`B5V*9(QU?M(qV1=E~ZSx&!J0CJX%Q@xmeIOE-o^6kF;*o*G~p~ z0beq%1iI|IQ|1)mI_fLtq`8AUFB)vCRQ zhTP;E_(RU&NOpMLa50*al9GZ_S~*7Lr66zWAD$N=eK1@Qj|0Fi0&?QL^C<1*;rKe* z-GoVL6O4YAybYAcV*y%M^<&lz;;JM>Xr$1DgjH3upXC2GS`V`Bk-L^9EfFjN&`>W7 zB^zC$7(xYf>&W@Z&bw-;xxZ9NOHaqh5P1e%yi0+^XkWQ@ZE-c8XfqxX9FX*(yz%sq z0c`-gwtlQXY@vO#%m*{J+pGzDF?0yBCpHsq1!QtwR9`2}*cj`Q67+49XsGB2P#}>` zw(6Uhnu=IkTNC&L`x<)IIdD>dmR+8Ri5d1nES6PP7Phyyw+kG~u!-yZj7}-x4nSiN zI4w>u2#4gNUhs`Q)u*|JyUL<)Ny+%$XS5XVcy#NksjHJR0<#gMN&Nl$WUHn{GEOlN zr8mgSM?$0x`lkjzK*96JtA);5L~U=+{cmskfKwY77!ZkZVP%zfzi-n*PI5aS+7q*lP{Qg`{Dszwlihm;w0&^g;fZJ%mfU_ouEN&AN*wn-u`tkcKJ(G z)*L{`zcRGzTTY@xD}Im4nA|to3~{hCxQ-?mMk;)@Jm1&A~cJRDXU-luWWC zL=3+vxeP3HF|>BP`E_V~y)5^WhgZW!jM9ylpVY0CG{)i^jHHlb;L0jA`pxdE)4C z6`mZk%PW0g^}RZhETgBF2yAP#Vr(0vkWxHFIYmX8HEVj#umuGL`=QS|j=U~TO3x;^ z9|zj1)8Mm!?U4JsARQQika7oBoA}s<|9DnNpi4>+I0P4vOV1yKhQf!F2xWe-D^9SeEB?LL} zXn`-|5JEc1`(P2JY0i9nXdUpvnaROPtf=UU6^8g=kOS$@BhskYBLCu&jncU3Afl#_b(JOaCWUl=^+}}bvb5;;yin_xokF1?Q;+l2h$Dqz(-e0E zs77&c!s-HA&?Bcp?CdOj(b}3%XS@OsOza-PX08LIktD2IS|NhCR9ILDRHWy48C6lS zj!_JzwlAyu!*Rz#tE~&m7(0=)P;cNo91o{F70kyFwr;I7`qa+;lB6sL6eH=~Ne>UDjZuFg8McmT$;$HHw=?ne zEn>2jwY675&H|7LeXXMVpE{?_YcsR4W;^mbx%|rmMZpwflW>B;7;pER`e=qUrngq; zN>UOXx(D2;l3KkiEX1L2v1|tG_LdiTg=V{U=KY4j3N_Ga7*1Tae7QN>517YspjTcP z94o;6;C*#v-Clu*{WJJ~_~6a@!xEaA2>>gk#I2|nz)*>Ziq@i)_86fE<|HWju6_J? zV@qfdHqgxQ-Bu3&;lc*+dmOmKy@|TfkP_~=G>Ibyokzw&fY_O9feM3SVm}R@ECA&K zVV?+tSEyTCTRZgjKFOu^4l2*m3k!BwLQPCGDW|g-FgPR4XKB5_&-jMu z^5r{G86d+uSBG&{BAmk~%~^xucBmi}Z$@*HUi{N|?MZ}|<8>=631v%sZiwPj>fJ}e zuKJOde&lds-8xV&<+)+=W=S0HVb{2uMoag6S7l&m2yvc_Gg0N`(=nUF`kL|d@Ll40 zTJX!Q2D^-Wj32v$#A6~q0Re3g((bAz!=Wev5ce|R&4JuaU}dmjI{u&62ydHSqi9n^ z2A--J#S@6;+YbbO9UeM*&;wR@Ff4tM`=>UVaf?eYE4;yZ0!jBKiYu1+5xw=I zeCLU2^Ty@;I6Lb7e@E;DLzMeI1I=qSHCKe8I4wYrPdCpvq8vQXBWvPygw00k$7(&U zxeKd9GW%|y%M8MANq}wi`zP}GWGo(M7G#V4vKImb%-(@p@)k#)Qj05v`OY+cyx^7l zmmfEscee9@8EHY$l>yxk31R{jD^0*)378)pc|$YAX@d-NRrsumE7^XuUQLT=iUW4_ z$Qtm47pUNLi|nI7>97knsHx%DwmhxnvH3=vfDXxtLNG6ekIVl)`~FxRf63q$uWS#T Q$~idp7}5>$b~>E-KS~Al>i_@% literal 24107 zcmd3ORalg5)HNa^ASEr0($YvbNSAasNOw0VCEXzn5)R!BQqmyZ-Q8XPJ@56Oe#hVU zUYGB|FbvOgKRec5Ywh{*MNS+A2_Fdt1_nh^;4?>`>@krr0{sOo>HC%tKWf^Ue@X|N%}NtWLT^WTu;28{^C`R# zdRt*2^i~Kf`n?XfurU5E-~9GXG|{|DS}Bqmu=o`^3P#4?yo= zj1>$(7rqh22tgM{X#2nVOWptey_hICIIy}pS`33gP>4d&*LZ(XBOT7wd|+Xz%oh2L zy{!U!yOSF=Q)%+%aK5hR(1pW^Q#j;2WYo+UyepiT@26#HLwE~WCrF4YE)q-{z$wp_J{*Lat(xu%J-^R~(f{L-C7nYE z%Fx#qzKmn4sziC?A!qS)&KoAZ3IE#|cIrin_&Fr55c2K7>d^4ACm51(JHqzt!P~?C zR9~`njrn+g?_E?x#)8r4LDbl}pIW+XnS~r@mkvzL@Jix<+f!y;oC+^ez3`q+7-pNjMt$ zmZXdVJ^iQ)w;5CC#FE%o#*C_wI&)80_q?j}#fumJO4G0I+n!M1+NWyI+#@y--2TeS%H?*e!e?h^JIieXe4bZuE93G4 zCOwfv+8(=kPJ0uGezvW*L6`f}<88jacNe?kehOi8s+vgq(<1H-F8<~7QBRh2-^YJH z>YkU+*YM~TD0wQYnB#s57HNu}&}LdZTKBzntA1Qx&$iVwTh?vzENS?&e<@xh34NN| z0!M1+_s4Moy1oyA=hwIloVS6B3R#tkO<_;BribUhxxNl@p}->`eOu8l`T2MC-%?VK zqt_s1T&=C(pNiv4W5lDVsA%*0&6s6-m8|W<}&=Y=LYsk@_GSP)8BhP zMs9n^^*Z+_pMvB*oyX+(O=|L-W|ZJN!@A#YCY^e;TpZ3PZD)8!Ch2G3{=!Z{$X$()WJN|g9L__KRtby`g;*x2oL%N?n<7JZ$DTvxD`?3TDxb@w}q?)szw zf&N4Jd?bX(3JP=Sg|o#vq_UKU>TCkjRvf7{VHR%ns*`VVTs}<+=uSMlG4qa!{w`&R zWE&f+Zn8|;ze)D-#noFL{CenVCeilH`&9pEe4iO2SMXR8f@wK{NKQ^3u(xM{4F7U; zbToPBYwP_HPif1Q=H2CfPp$R*&2B;FOqD5`(cf@`i9!WJey?QgkE&@*{&>g{cZcj! zzQq`$yVZMf&kwH?8TdTf%YI`(BoRDXT*L`5avtxm<~1k(%5s?Fo?kc}Dk$bqWSu!2 zDkx<0X*1Bj{Y|Uw!-f3L;R4o{#e5Q-nR#v`Az{v5Sh)HS#d*~VfqQY3$CqqRE4MYL z)@nAkZrLZbxR~z3gHJ3sCNvc3{gW#J0S=Csq$FZOLP9`501W!ux9#9Tc=u4#(yrA^ z>*h8$r=bwApUfCVvGsa#&2y&P-JFclzE6^t#^Q0c`0-~qfWS6j$E*a;_LD_aGMuwm9QfFk0sTW2a>qQ3)#=%H+}2%a=8ead9<}_@Cku2p4;=WK%7A3LC0Qe|!9X zONeZ5e|dk4K!)!Q3ypy&zAHRXA=kl48Vw}UcXf4vziKd7XDcr!hw6QIkzH6Avap~H z!@|n?BQo-e=mRHbGJ$RLTff;V({+ai{I!x#9)W?;aW5MhG#L{P=W9F;Vlk+x|KTTw zg;pzeWC__lKWd^S{)E8BNlL>~6*WpoeKXArEGnCV)EOF)k*%7sP24J5ps#6<7Gg@I zvRfzfd9qv2*HSPtM#aZtF*IyoJRLtjMd>uT#H6H1F1LD{&sEcm7swZsmq$a7>!51n zF4BMrPeMuxmXw?Ou31;6|1fAMwWjp<{S`Q1yA{7grh}_o6=ktpRY*wa7{i6Rxn{0| z7w;$Y95y;FI&lITODXsQBPPL~NKHa^t;IGyvd@ba6NnrBuZi_H`xCHmK|qYlk5`*3 z{baWe?KU(3R}oGkkg>9&4-RT1H;TU>1Ya`0H}}v_HlEef;VbtW9fm_;y>WFS;!>6K zG$~oM+)5U=9WwQ5iKg{3niu5cX6uL@on&m-n$`ax**Q6T`O06$?dStI@7ea?3|Ug} zSd4q^=bKy(rKU@DqGqQ`b($P&w^ejAR0ECcEL|Vja!n7fau>;;3v+}m53W3FAO$@n z)9{`xH#zLR{Z{-xwP9b@1Yn?lX*-riuy+Be^V!TAeRg)Pn~z#Tn!N1^f|6*lsQHmT zAeiL-=T9Le4UIWVfd_P#1J0kk7Wm!P>?Ob65^7)T$OWQr6HAgtXp6ybY2;R~yDKHplF7HPKkhe@)1H9?nkOx$4K~S>0~S=kaIJ)lx~i z+Ooj82wOO0juP?LTLqPpUln#_bh^a}Sa%oxp2vYNURLkrFRQW1rbA>2uQ!u4j|8NP%gQRbW?pwQM~)*ME+Y>Myt@!DXX{buE*HF04f^>ZXu5d@J8{~LL< zhpNVJSvqwM#N*~%HV+QVe3XMXNESOg0qARkeONA+)Qs|$`!LqZH@0o<_4adr1X5&G z5$tPYFeHf1J!%w|0|Vy@PqIi$`pt(4t?9Q^ORCL38#@S*b5-Cd3+ z8b?G8W|M*-C?TOz^}=5q~9m-~DE%=o?_Pv?gK0dLt4PFDp$v#;1m0Um6Fe_~z@#)D&&oE~WKE!=O1u z04IqA>}}ZCcnz_d?>zy?w{y)`@a#^?!Uzi2_|62q&^CB=I1hSdd{Ppt(O=}L60M$C z3TaSA)-`*x#O>Yw8@1)xI#Zr0^OZMsc-9Yr5 z_D_2ly|NsOU5+DsJ@xkMFw_hTUzeKQdCz)3;6;di9m$aO@!>CPd*VjpJ%Rc0<45zu z*#H$^Mnxj-Fvz4A-*d%;jDNAi@^Pw9eZUn?BLRK9V%7@o)vF4NNm_=M3&pF0SrLF> zBxPkc$D|oej+a`jmYP$(4*eX>mnA5zUqeDA-%VQ>A?qqtl4pT&C5_? z>XzX~^{jig^cm-P-(NZHPeoA5{vrPVBpqM~9*csMx)MPQ5P_1dM!Y>g$Zfq_9a=!zE?P75|1T6H!Qbacr3$6}`% zbT}TDd!m{A-V)N%o%@$lnpX35B4&kG0DC#}J*j&q=w!&MYN(c^D}k03Cbk%IA z+y4G@+$3aVJ^Xry5XvgLxG&OXB^heqW50`~3xY;1FYx&3?c2A0sy~ytooRzniQe<_ zF4R3{2NSQYw10<#hsVIgRAQ`f=bekKrlHaN{ef0W`aPSnGHMbLlhK5*8@6Y)enOM_W`^QkS|yOg!SR9*05EKB_SE_w3@-OglIRSzc6e*g?I|vi z-1Gll{jH9o3R#?F!Ph~sACAEYAweYx3PmbG`9o;KJ%*A@76yUo zRaVxQE$R>KOtmj^aX|H>w4jxDNC{>~ak{Q^hE z12gYx3_cv(gGDAdnTNA5_NNa_=vJ!gsSSzYW5_{ysJZ<*qSf?s9ON z-m!vDzl!O=^^3els1_D8hyRFHVr*O#vQ?f)d6q4EG4H4se?cWBtTOnYIfPMTz@Jx4+(Vk;TTv#=IAi zeEAhT)f$}O(Eg=wEy~;%OhdXuWRn!^#M+P2W3VF1E!4STLTu?cB?{EIz)|{3L znS;O_C4^6}GcKI7x4zJ(Vb{0RR8e|1RHeoCW6WW&s{g2P`_ag0qxnp{>+JJ3>=|Iy^Lvd2Y`j-N(sx8WKhX3uFv4D3S^ z)E#IYV5mzON)y&6^DNZZ8WI|QCFMKTU)YHRe+VcPg?^9$S$w=;*p^-W`{3`Jp1Z`$ zL~%=3<)oT3hO|91 zHBvxuM@DQ(d{gKy`uN-2;SdE|-c3sp`fTMUh-C@V$09oEus&UF%eyLkzttI5^Ytc)I4x|b(ELtPlzZ;_jwy(p$Vx%A{fbd(~6Btib$4NNI1sbp4D z)cxtQp8d;8k4uZcQ6%!uPmj9`4Xl<^#Rivqli}}JgTfdZL;PR9uC$o^aqQ&G{k&{r z!|*vk$iD}vF-($O7gP)@8<5Fxj%Jiyg zF4za}X*hrQ^gZ^{4y=9Y%Qni$Y%yoQ_Vy+b(Ly!3Dx8%e;EYJv{iu;%ardi-t|IBn zZn4$Hq^oe+KE5;J2AD9{LqC@4FVx%1{QUHT-Fj}tr3n#nG+!DG2`MKh2exTZPEZgA zroFv=V|)8PQbAd{3tT<*$B#zmTSL63U6?-Iv8iujR!=rpZv)^o>kIotvmEBG(Edr0 zPL^7v9kpc$rV&#GssvVtnfKIwn8)|Vo+^FN>4N+F?_&inwA2}J1^E8mGo?3Smm z?H!X+8%pM_yWqOejZxPI9`(-p8`XA_7DimtEL_<>qLpquvp?bBpB!MKlh*W^`hrn3WYBnCz9+)G&#NhWwxD5#7Kvih+Rv1r#4Xy!8A28Z9colid#ks}7nDcG?g9foT7Mb2+F;7pR*-^*i2h=e==v{Oo7$bXgOby?de%9p z&YDZMoPoYwBc=n}a5ZP?zMbwmQ*Zxab8{1rPe1;o2g)X-)P_2LDjh=d`&BNJqBPVFYx!=(bIEsO@-yBOiQTB zSfaGr>JxM&Tihy_7LJB%GYt?=_ob; zJ!dy%CeGLE9L)vyAm7<|AKt4#I4u*v)OVbAr1tjq#wI5A^VW55@$seVY!;JQOptbW zcL8WbNgWa^QY~@YN->4fGMH3yB$$8asqNPR6Pv@4%zp2kI?dV0e2oO8Agy`?ROjE7Z8 zoI~xdb#IcgkvhtNtQabEzv}8wV`F2Hvr`b2j{rnE57usM7{|uN?UM&V916=1gSG@% z-@C(er+))|l}&wQ=aMbrkm4$~jZj+Ggg7(@9TQ!|kH)VV(%j}X*y!+U4MC-p_Gb|L zt1J(&3LnWhRoln;R_=XSF{0G$&SP@;U4+RWWV#J8SLfRqidD^Z^0S z$Mf*H+yL~N0);yNPdMG8U*1;#=r#M0ZrG@}33>ky%WZ7d^|`kY50MFeqCdRZUBw-Q zr{PPZig(sn%GeK^MpFq3q1qsKhlEpKM5D+4p`d42U3zn5BD2q2;8oJCzdG6)#nL#r zqg2bPlj1@VI2q_w^_;310q~YbL@V4F9u}^U`wdz(nz?-RtW-i%+D%s6Nb9}0M~f=# z?}&yXhknP9O3}AAC{(>zpADQ>_4vQ)%<5HV7Wz@=SSi53;lFhE?%LnMBKrFMHazn5 zzBUHaoM`svn>dDzboyha{Gs1*u}~a^xPiQp)c70WDFszQ=imOtj+4i?p?1>;kKAF2 zXqrM*O3cBMUJ8C{;<)zD00St<$F&yNq0wa10L(=7GaNCTjFuEKHJq*Fw6JvP(#mr} z^sIh|=J3(M@^D5tL@5r=0sgGz{!~%U;)|!Y?(6pa71q*L*b)@-KX@le(xk*?!Qh<0 z!6|$}V1GR=)g+}et5hExe-h6vFmi&^>25z0MmJXx5@xD5*g^DW{{c)nlBA};1{;Y) zvV!3(Y2_w`3fV5?TXcoA7&po&(UYb{SvOD`Q zr01;H+SHvs$}T$^jK68v9Z#)4AK)QycEDcKCIx3<)i*Eriz_DJAN57(k-UoDBm&E; z$4$7k3(h`p3|!>zZuDTyey6)z3XzR!78B|fq>q+nZVw*8*L{TSm4 z=b)tS{EdBU44eZ#LtRql*ffUb7;f&YNIBO=e3*E;Of*dhl3Ji%(OJTb^cR%`MNgW9 zQmI(sSQzWPP6tyi-O2lcD2-{<1VZ7mogXM6CDZ4$p&iadrR%{2zJGRISZq$~#TJ!h zL#hDw8mD%_vMXOx%UR_6;>6HFm+eDD^$#ng^YG8A%fs(!Yk|siQ(v#dgEOm0W#aa) zGtn<377I6 zfyn|>oP7$elExI%_Tda3vq^?`eOGr+SV|qqks-Bn+f!g$py>I7W#t=%0b{~m^Wp*B zh@UAk65|rZI8^Wg(}f@+*3aq-UDPne@Wg2&(Jc`9Hg|R(`n_6b?qA{7)<<*ry2sg^ zE+SL~-0EU}Md{qN&tUP7=jwMeS|`w+KILA6U4ICD{452L?xh{cv38m_s%_$BAijTM z25G-}hdMnycl$6|rXi3)a>k41bq*tvik7G4RX5(6zn~$PMRQWU-<(!Ni2B;bbzPTo z#VTujw_KgBfM~#p9RxNKLs{76tbm9Q{;IV#T*mB79VQaE;;Tk`kF@w1>0~g1O}o}V z#UpO)Kk6wR(U~5hIJ)071#48hzx}R>c2**U@fERi)7ijvUfv^oBOdkO`Gwf#W0Dy7N! z$Q-j5^hKuI`@UxOHMV6!-R-!wHN*b?ex?+e?Tf%N{`y55CvKvOiV9zI`kcQq7`-%{ ze5g5>^a^9*=)_t-h6q=#E56AHY1UxV9$R}xi6`+%UEds$!;=W4kowK0x%R5L{Mc%H&gZ*- zR_763zUt0P494gmVPT!dENo7krhF2sKjVzNuI$_#U|FxGsJx`w9lij@a2SQ?X_(M0S z>nSbnwPl`XANO_1+GsO_8NKkrvhC@sJSD@V?c50I_{uMS-Gk{;An!S#-AaG8?9KDo z!I0^Pvgt70vK}+5nY@4~LM~yOqgjDmzZ~jh8A{#^N7qdm8visgp%=+AwCzGjVh?4V zAfj@!%Jq9-!OXG~GxohE#WE_R0OF@X@by&d$@YM=@+DSCttcy}Nx5z28w>`{t>o;) zFMwOX9uCFKIG;o*8{_%S0aE-5`>-?DLvH@n?5e%~ROW;Clj)@|Xz|-5xljI+`gzAq z-Woo3TsmuwOh$*uPqX`()lufYlq8ZZ7Q{bq9Yrp}4Ym ze7O5^_elO7uj`5AYbu+*#STjX-SyUt>ruASk3>d1EXB7>UrST_atBB#m^ov#nwIXU z_!I7&jS2{EK{Oi2e@#2N1&2OL!+mt%LWL-V=+%6_?h$$NfKEU#(DefoI+)DP&dQ{5 zzAYH<3&sAZUTyXk0s#WT%~8{_+fl>zP22OmKxkMP2-~d)j-?eKR&=bNe$mkAJKG$% z-76|{0}~+)gH76ZixHDpLAl(*FTs6l@3{w&e6!W$qPY<2rX#xb4YcR&FC=!LSXZr` z0cOg$m~4h{(8!x){rg9LeXpcb?G%?ynyBAk?qLhQQ>7`+hR~MTdZovgW5MSk=Kyq# zRD=ZdbT1cob~FahXp-ya-u{b(9=>Ch7T(A8@#+w>c6uF~Q`rh1*Qh3qgw{|r-^XaG zd%jsS{9*ZDw&SgzUw^LJnHHt;dTLs3{lG<+B3F@)m%*JT@8T<*S5=vj%X>X*#SW-8 zAqxvyP-cGR=bt^@AD{P8Wkx3__kv+*pweU@^X?ll;$N@=Yb>W( zET`ybKYoM`#(jf>8-VR=z8I56d7K*NQ4Dm(?+)~!W9N9A?VJ4u2VEcePa!J{0H5Ib ztzB@B?q59oy#5F{7Xwgpv?ng!=e*2$m&_9FPxDgVQ$|z)p(-#&&HW%p@wGH+rQ5b) zM*R&U7~_8h6)0LU<`*`GPenDMC^TZ0U^i~! zwWtE#v=1R;iRTaSLIdaR8hm844-L{_8e*pR)pR80+ZT>oew*Y&2E-$y6<@%dxZpBx zU2Q#|IF!m^^a)>5N-9UA>MJrKXLP2|9dvZDX}MI5B;@LNyj~tDH|UfAd~~9g&Fa5w z5t(#u?6PUk;VUxT zp=rCE&9TdUCU^cfVJQE^CbYD4#tzDbSRFBnpqD-`&iBAa(feJ(`P=$+5cx(+%TN5r zx>pQ;NfzX0Z2H0FbKNwzOG~y_5&cjWSXehE6z2;ar z!p8Ofr2BfuDJ+ml>QG3S7w%kZpZD$8XAUpN6@p^1kD$ms>>34Wbw;Jc)MY{Z0(o#) z*sY6g3BS+k=WCd;x@;W=7^%I^pV1u@S?23XW;enc_dtGU@=ivBIgrSm2Mp9`e#fX@ zJ@W4aD(nt~m+|74&rKcrg2u>yA%>M{4o=^ZkD;Z_StIOY?yqD-wiXe8~*mJoI?k&374A!CV3dVm-7Y*%hxikTBr0ehB z*rcSM{j#>Xr*tbCbPit!$nizE(XJHad5% z+A*2*V*%@dq@<)w2CoLBY%j%Yu0X#msM#wanVP63#`2}i3%HbTUTt*k7dTMZlvPig8o zwz=BL?qp^qndQsQZ8TG(tH1D}R|}XJ7{XyVbFxbNQzaD-Wffom&j<*Bg8?&cH@Hni zWMpz6bpbYOtR$5^)o<1+-+6zEI`rG5MV?BLDvL*J2Ac%zY`MWp@kl}gK!t%;6Eh<4 z{1AWd$xEzvic?tUA*T{}b*Rkk3`zZ_>Gg$osN?7ArN_H?mfkX>0F6%S8q1a<{>5_| zPo!%*o#6dQX|W;Up9)`e>|~Ob^X?NJ%5O+rotoB@?caK*UgdRYw0~IU>qsS7-q?L1 zKhBrkq<6~Z0%(C}%|-SbsRo);IEQ&A&jx7yOBZ^X_=hokm5B*^f8!%LDLw_FpW z27kXj-*#+&g$t}pdPNvx=}G4%eZDT>Q+YX$J2fR;&SGJu6Da-yPh-6!i& z0$X?cW!s=_Zk?=l*5DM-!{~ae7%a>*zDuzLu^A@yfsD?dUE!%@0oMklU`(Yit;Dh3 zxvvCS?%klMECaVq+eW!D7`nNzx%{S>p2ixJ>WeQ;oI($s23tYSqnm`S<&o$b3Kt+Q zjBVny8S-fDID3@JG@Zpe>N$t*cWtlp7kCQ0QhIUw-_CDM>-hB>g%b3oj!KcG{m0NKX+U?u6ay&@Pmda$AtXGCs6W~z4!Q|>?|2pZH zZb#f>2KgVShcul&vOc$F;>dWC7uC#Y0FOGTT{lI3yaHkc6o>w)_Lm`GIxODNQ6T}t zqnqnsQ@9mZY*TAv*fE;V@;@@f(X2f_e@;Twr>nZQ3czmtjUad}2pA#+BqVN|WsqBO zF){5MeR1vpxXo4=y-w$GrDSJM1ko6qkueN@Zobsa1=3C1p^w7Y*!afdD@=TR{7J_f zMxZ~-pMl=~>4sOpcY+dvBBB(0$LH*3rB6ryUXy9JLsF*EZcLJ3ElxO2(ElLRiqPh@ ze5qILQ{Urm!o+^Sy};bHLM!2Op6w}ZHeyY{*&apN7=0@Nhqni2(;MI(lo0-u>~S1; z3H}xsyzqG4n22~>$Vo~4fcfP#;64)AKY)asI5wtuRKJcoS8cv-X*Ry=R0s*3KNKsQ zK8pTNP9+`}Gpw4$W4FSCKonI}oQGwtrnqWZ&lxg<-lFxJR-90bn!##Yl>b!j3EbBfWx{r6)RrL1uW;Hhc zR4vg=cgh4Fudy7_H&(R*&x?dy4gr8oyvIL~F97D9hldBHzm5!$Ym8nU*F{laU72n1 zr+X?A$v*Q`TFHETNo9T6in5E*XRYH{+d=v#ba9Q&i5|Fcf_tH$8 zJleXE5fQUpkC!fv776?on_SO<{qJ;AP0#*(h=auO)OWw6Zl=vwU~+OYoRBMafT1ZI zsMHSN)tu@56u?~e_4R2xjfz5{5OrwBcQk&tu~M&X&D~rv;V<88Z6HeKZ%4m<%Yn^k z+@Jwjpo12ZKF{6bveo{E#P}|1{N1Dj7X1e;b|(qbK;U1>@I2yDEz=$P_Uet>Y9Ow9 zn-3qFzylLAGcy#k`!zUj1C<8A)r+0c@9yVY3MwkyC>#rd`ue0PDJe3U{OP^D5;l#y z`9_d}Bzi3|U;+Tn0534&07~ESWJL%BUT1=ut|U+(&bLRP&pYOW_*jt|% zop#VcFl>XT=hmV-Ha^|}fGrK6o~uUqjXDAli#4i(fCVtNzMj*j`BV%%T3~=M><+~S zO2L+~?PHqKG2$=qsU`!7qa|7#&|3j%nZjxR9)ui!DVzhyTqRxI$ZkWjPoJ>-#EIPl z9v-~Def#F+ir~8J%>h&$Hr1lbG@bfQK;_U!;48pe4up$dW+vIw@m7i*3xHXspf|b>{ zchtWWc&iLS(}#JuS&xDm1wD^jl1wwb6M>Tp0~;HfC%=n}H@b24et|G|+8qnLxp6CP zy|ZvRoa=^86HrUYlJB#35E{vFqw_wr2ERrn)IVBiSa2GbE!M0FeaHG0iWoF&t@^;3 zQTR{fZD;ys^!H2QFzU*9dGP|HvMDg2Hs5Zg_QdnUzyi5Fl|)Qe-@#pbv}8QqU&lp9|M7eAQbJO4^#@f(7BCs25^*!R9H>`TRoORa%Oo?kU(Y3c zRAVvwN80FmEH{$D2aiIqFQtPsS5Q@T(T07yX2q1#jc~N%^4itc zo+HeKVa;C`?O&V5a}er)Ed+9Aml^C{Khk;WPzvmLp`oF`{a|crYQ&z(jE9VeJh$0r zQM2a6-8VEu!Oo6THxDkgb(oc{=e7kHG?0*xVCc!F;*mkxnSDCjO0|uRja}O>T({$l zOqCzlzs#XVdI^uLKUJ&&_yq8j#cXU!kN@JH$lfF;C5c;ESuJ|2M|^2nqNNEH77}{# zQMGsl#9gsoTLw7M*pw6+$C;3-xi=zuD~rs>ii$cN(e5J2&4w(*#|^Vvs#;j0?faL| z!VQFmhQr$VWG+X_X&qN0$~Z*8R!r|xu&~5}d_G(Gj&}CvC0e=jzUtuDs^g#8)cy9; zQEwRP{lKL5QZs7kC!C_=U;Nr#R<8j*g1FqQ(h`aVpi>+|%ZYTPx zrP`9fWXXgdflSPs3{DJ+f{A?}?7>J3{|ChW4zO0Xc)3Ibu5DM7`ixMV0qHg_GcyVT z0e0KvBmtBDcy302X#Rb&T}oT+37F?f#_VjwFIeeJYjk4sON zb#`VuJv{}OLvP*^6h$&JvQ`Ub5Mmx4+(4uuAdt4VXMTf2w{qi z>3ZGmc)rb{v_@?J1Y0ViOhMvb{>eT6cP}F(nCoK`X_AeFH)g=rK-?w;N=7;&)X>&(#-=fV2P*-Rvu{BsFp8Uq-yJ8kNqpe>qABm}7Rz;0Gq$)cyA8sga3#emt6 zy^gZ*w0TI#P}Gu=6KICK*Md6*icdX&qA5JC3?yDBFF@_&fkG+Hn*$9Tl@QiEY9vNv zZ+|9BJT=C~pJ3c4;Qj@#1`-ljUT2zI8QUJO2tciV|MBC#JkfeEi4WAz&$oLHqQ-T} zJs89ji0M9nEG6aTw*k9#HW@JCM5ERaIB>?=n`>Q;m zy`aO8ROUUg>jZVqP491lj6Yath=V{Nn8UVp2A%N0R~QWDCt!2?m6!Jx7qiaH#GF6+QKjSM$4zO&rpRblJ_#4*>&GA#rh|p28DxUo5Gs#D>?tSCIT8%YO+S z5SGX8@y?&{0N-o5bK-?1nmwl@`^@#Y`{0|t`ygh@J+e3Walg8I?rU+n(Dw9G-QzR2 zW8Z@`wQFLWMxx~PvrEDGK6s~vX(ExjOaD2jxD=zAO_u9suK^UfnV%Ga$?X zegGwDw87ET<6@^>nz7~c_0b|C0>U5gL{(K)IY@T6WN^IDbBJlE!>!n2V@kwePb`

    T*$*73yPCY|&>^6Geg2Y8cLCFIRk50Ea88Aw~GikQi$OdF{VEc?o zOx*HJ?^(|VKcBH;2h9N>HvXe}wn=^N^kEMCN9EkF+)F{Bi;GYZr{AB4BRzWT@W`7`c=`l7HS<-@dEFqvQQ|@6XB)+DrGU-M?Rw zn5e|Oyk8Tn-xu!2X_FU5%AHxL*T z=@h#AIr`S@Wf=s*TeC-#Uy>#U)csZZp!2Au=PY-1N1#*hINvFyZFcQ>G88v%xHR2@ z60tj5MFmAM09Yauupb26`#hZXXanRA_9`Yk2w89w(Q}r_;i=A+W1crh!-zM>bu!QT zj^y#~mcD2P)fh|cq2Ezm7ibA{=-%F9XXxGYvIY&2@^fb3PPg`o9&3LdU&;R^_G^r? z5(SrBSMd1PQrD}$>6eJBBP@8x+Rl?It?wM}FZW%?yaA{`yL)p$_yI(T7&X_Yl(y?T zo;ugI^u2e+VafLri7t} zRCnK=`{sx90YGt^0l&bnXmUeX!w}REN=l|61V^~juJsFU<{gwBi-sQ)M-@Px1#Zrr z1OdHn7xuHNA1lRV;AX1=G;H&&owR_+%6Hi6k)8nzJc^x4-ao`dO|*{KRrAUWjjqH{ zv554Iro@1yFrHJY&`$Y8y`TrL9YF>M6F&V#So^nbGqOK;exkNq<|@fK)NU$_Hf025 z9@XOU!2K~nK;s(km~{h#TK6(_R4kbSIaN}c9QSE8skxGl(gc2j3Dr@MI_R%5*xc2jaZ^At@kxt>0 ze;vW$03l5-3KN(L0;|3?SMnk=yv&e7+dOhOqdn{W-Ah*RKG;I-a`bX3!6?d-b+CTI&sy=KB0#INBE_neJm1bKMKe9;0|Qf}zT?Sgo~1%fDgU#yFxxyRdFz*H7i(qI zNbuc%u7g`mm98l1;NJkpZgsesB)CcpaYVq`-(7l}iJ&XjLF~Gr8QD?^pH1?IN#?wOL<&XU8n9A57&@X=%TH zPm!=B7rlB9NmBvO;ab}cjc@LP^xrS%govo9f(4DpMU#R#orv-Eu3Z0~g23Bz5ycPzHTCo#!356Lqdw1oyE=I)cKy zQz$rMCLnlVe8=2HcRc%RmNeZBTy>mZocw@B!6L;1o@N|IhH%&kj#JpNOZCOK#A4u6 zGsP13kmRO_#5iE!afw<~`}U=UHdOB3*C%TSX24f#*wHd0x3Cc*J*P8^_2x?DikYPMIajDyGp3auVNsNAIe@vCc=nrCIb4r##6 z($gNsZwu%F+bh^OfVy1Y0n$yb05iA~YPL)MWR6jyS(5{}?P9IENP4YWCXWjB9xLSPV?ueAmm!OawLt!4>0nN^o2Zxj`<_X;*rZz2`c)qBrJ1mwZt zY1LX8>`nYeInxEM{9u3*D6_7_Gcs-QFSXUdngmq1gwj&<&LZTmo5Saz`6?JJwh;16Xi7<3w8qSMod z0uV8&X=n`ohQFiJs0;vO72rsO0mTIERO^2uz{QR>xq^`&jH8AXF#0Sh_#55`WL*u= zdtCMeH0zI$5K=a_1ZYnN?9N=Rb(ma1E;vix=ZACP{Tl_nRzpt*>@Bow#0g?xM7ktd zf+aoKRO0!MAAsI)b8~Zt3f3BiwIUi(psUpDpxFKIZ={25VK-i4p!@zVE#?2}siK0d zTXvmn4W=nK-i$kBd2qp&K|!c1%B>G)(ydQ-mT7WSxVmm+&_!Xb%tPBhA1d>U1y@ z19mB)Llsy*f-(TW8KK9+ZJxnfq)6%`fby_`^j`h&qH6R-u~pAaE}C!0IE9IFQ| z3XBIQfZ~G58h>m^!zCmf1oJM!9}r$(K(8UnK^IO-f?ADxV?K0scSC~&FeX4lH`pFd zk55dj{5pgWyt!t}t$cv`$^r|Sfc3y2A&Hu_xFqV-XNr!G|E#Ep0Svu`kU76&32>l9 z5sh$_W~1)`(+~uKK&54(Ohv>iwSBl^ss&%)CaUB z_*w%$F!I8;=q~?TeM8p8RRYo&-2Ql-tzKni<$tCSKqx_dGC=*?fUY-ze>tE;djT>R zR4XR;Ghb(a;DmYGEtr%+T; zg)d*2c4c9}B8Y+l0EN7e*KxxEv-*Dzoq;J$0qa#kk7P~JPcY_lJAp+eu<{C_b*W1S z{`l2eyIPW2IeTYjp)FFNpHa3zabs`MpwVt?o>S=l=YknIl*<^z7oX1H#;Q!^VZaCn zo!0g*&p=aU0Sv36k`h#*NYe8$0Nb+A*nzIbfoKJu_zh{&|F+ux?K%OOI>?Ks0}TR+ zRf-W&aDHq3eqR52=9cD>su_YCHu_D{HU}Vk;0K+JulnJfvJWKa^{aZsN;rF?9sWmv&b8%9tx| zh?cL-8@Sm0Xqb-1Y8=Ttnz!HYg3nK2P$!ooZf2;6MEqBXaRo4W~p}4OC z?q?7;nhEC!!7=^IQJ%=;*EkASJIZ8a33yvVQqRStnqA ze+ol@_U#k`uqC9Jq{Q>|dvm<<&ld#Xh{iEKMmIKceqT)VRhFzV)VQGKQ2S+%uKR1b z0ke7tQpkIDrbJ+$Wszb9wiRF{|405y@})06Sf&7WYLIy6gRCQVpjLwM4OEk4nK`1& zKI4v6yOmQnFBR3VRqvV>k378<6y5?knb*X`1iFs+Td9D(_ntE~fv4ZzT?Zi2Q;05D zH)AFkgxOHr#54&5?&sd?*KMYjN2=PoxJXFAYpV?`-M|mnevz4PG^zz%2UBw5UAnga z8SrUUZ}~Zlo=Xcn{D5R(yd^`Ctc>Qnr|5*+AF1Pfsj2y!dK#I9>+jfD;> z249eqktwlM49>daXo_in0jdOSSpf*ov=@FMwHF8w?f2lXWJ6}yv!PpWhk$zk$_+sv z37SwR<%W%F_|3VQl#h)VO6tf+Lg@85gAxysqWO0%IlG@Q5Bi@KjlZiz|q z^?4^+a1(pF5k@u6Qb_@oRNJs0gBFc?)-Rb#A32GS&Y8k|bh@%LC-o*>n<8Uj-+)QbyZO!`%=g?$r8`GPDZ?fp@ z^D|ZbuWpKkwhORh`@qWGf?C!iU2r4!;JV?f(dbJfU+e{|q9XJHy!EbkS`tNm)87QG zyv&XyG-t)$6K~8AVFcAD(Y3a@bAMm2r^utBblq8og!8dkdZld|bX~w3Luo+3uU#jI z0d5WY4Ks*{h=iPWeo$p&+2=k2Xd~mG*ti_bwC{}OdiMafcLjVAg;>Ejv*Xs_c_r4` z2`4qUE#M}$Q;i0tr|!lEOfq17jI2eu>5XG!`i1ROCUZ&8$z*F;a+@_jF!aaINh4MS zoXmwxQy0^1#2k}A*T-^{s3CM~{`_c6!1M)O6=)oER*z6!Am%9fpfwIGg{rv;VX3+@ zU=X8K!`7XY{@oJqCBhHZLNE<}2r6I!4<4AWfFB6dXAg=i=z0DOU?&54jAKCm{|Y(t zc&gK|jgye5l;v1bR7j3B*-9xPC6YN~J5I_PjcjF)vXrr9B+5D{oD`x#wu!Q�a6X zg(O?DHN|^9&42G7@B3dL9mn}S=XvhuzOU6Qhl^znLTd5(UZbH0P@L-`#6425l z8H%yQTaim&t186uH7dhPFZo7p;nGU-e@6F{oZHs8Ih4`n>E0e`ym(8?qiwtN+xIFZ zG8EPF>Cjh_p*vFC{QK?(j`fyIaivF==%%^((@$)6f0{a7j@G)MsU`0o-BMC?JZvro z)T&zC`SMUs*T9#uYuqtI6DH?F)(%ln8T_b@@zq!?w5ob6pxGDl+ixkn$zn2b};9o5qg>UQwR5&;VmlneYWS5LPbCee(5x8O?Ro@E+8OgIi{bpxmU(? z;LX%=T`kw-8s}Ma$9R;NnEoMj;8K9j)i3&&0)>&*!vHk3ww}26mov%`_%Bzktb*@& z#K@@Lrgg0eSOK`_@i%USK0Bi^F!TMm_@3z8b$>!P0G*1ioyYYThEFs}kTxOJ;d7a9 z7*X$BM{h~IQrv0JyFno+>5;HY(e3=C3l4s&V@*1g{f7_ISUDp%Y&sn&-XnM%7xo&f z)lyYlrCk#)yc_`(3QLty5Mx=IlKCLTg)7^{?DVsShIBW7JG&imaSei7b#!!~1>f(O z^`|Lp2wG4yVKpK4xTV&71iE=LGI(9rjiPI2y60P0t{3g(aQ?Pk;=h;bRgosPs!T`p z^x*R4wOgAR=;aSriq!D}3EHL^1xf3#Z@PIXHgt>hzR_|&Gx^Y5f2@s)3fjSXXfGQo z_K!?%@kTF`%a6^t{PWezuAr^FczN1S-pPYCcHWmCTm5`|bxD-7L43ayRLehvQjTP3 zT#vlX@T#@d&zre?WR*rV8p8{xyTa@e?Bhhzz9q)cMt0i%8#nQp`o`eu$Mw*L znx0DXb>FT^P;L87sPFW?kmL>f?f( zqdd`YmSFrjy%8o#9##vzNIT9r*W>{!JF@1u~)PH;?oSFH%R8V#H1Comw0bq-6Q>vU<4yaT9SGvW*f>gjGp+Q!p}cB zb>YBL!jj`_QJ0{$ON{SJx`M8!u9-O69bJ*(F&1m#v^_Ar#~I0Vx%Q?;VK-lTW!b!L z{UcHRh0saqcLjya>+V~lv))>?1ciUUdOEM}T8ZvaV`=2x26#ErVrq9q=n<Tah=agSz?vk>|qYRdn1A#cY9iKo5?kBU1wq1&~xWJHqDx2U<@D#mX9Zg*}j z71k%)Ne-LW!lIgo(THw_-s09U1B$ZkA`gH9lEK8+<|K75)E>jY|YRs}ep}j(IUTo)h0Z8PRNTo%sa>Oz8Beh9Qkf z-}t7`_OWxpjmw*>7_pfuKVvLIzS~jm_DD;+|&%tbpk6zKGHg~(mH3AkDphw(|( z*4v>thxv9|MfH6i;}@De#2JWC>wnfnDL24gsi`GmDie6|Hm4f@Du%IxgB09p1WC0X zb(hy&eYu%CF&Mz^r|@X@lX=Q^#{iPZ}O ziOIA?<)t?RgHkR`VMkIMnTm+vq^Uj?+m^r62 zD@##%Z#CgJGUo?o!KdmySr&d>4VO?t?#!l=f zR8W{D^4rG~MlyT%ie9ag2+DHYP$Td6U&WiCEfQpb!3c-5yclz}nhCYFhXkqS=o2AB z^FqVJJN>~+&;sCWfXQox;ieb6B^pbLVw4?#JX8dLm(T$2fEz+|{eK1;)CT&mzt%%KDf{rpF((x4C^+rw!q@SLs9a-I`LPzluO$|x-~8t$ z2w$xCd;0GcR1?=aN@Ney$kwZzPPHt##>Tl`(XC(GZ(;JdudfEWn<2!xy}Qu0Q9vN< zovS0tXMRCJQRi>sksXqi+-`&{-@wsTkurPO4=TmPPaB)iu=qnO4rep(N!{+Szw~)q+b$2Ul3Yj;FGQU zC#VXZKE5F0|Ds`H5lR7wntjWQL!n_|ammTe+zOS!y%P?|Ek4fqp*xLCO#y}jHOutG z32ii-8}DDTtBP{*0gOv#d0pMG)d79;FVYXB$B6Cy0-mxkXywwSA9H4mz&RQu*v7q6 zm38o-8_}WC?U*hpCl`&k2!*DZ*)llmv+qTcQV1rHaqtNBkB6*a+!svR@D68yC^A4G z99mMEz_~$`8YpVmQa9|O^ZX9P!Gl7YDf^BN8PxFE20Oy5c5|BPQwi;D|)T#yUcjf%?ad&Gb6YR4Mr- zVOZaKzUr`)=D1qN>O}d0Fvj|G?Ajw2eXJmv$%b={!$kH!A+>MFnC=Ai0TVpnYny(_ z`MxwV-4Dm02!Q5$zi~M-hm4Fgg4XRU+2VQmhITOe@0695N$)jUJh}L!uBWG;Qt+Ox zp+KwzA-vYfJFC3B92gF0r!qt}8H}NWbngH&9GKTMMl*n$D#w=70DtK}|M@iNIp~Fo zu5Zwz7fdNpw^K$#{Kiy$t#Bp>0EqW;t62D*muAgdUJikS8^L+Bw|DWKY-fF%!%U8-ZJ&`;b` z!hnio=;n+|OZF@{=A*K{NUUe@(LndYGar5~TR<>DvQ^PY4%&if#5mpG$4{+n+r2v; z38-tugev+W%Wz-FC@4tp*zrN3L0ClOInB)aS+6di2NoL@5lE)Uhi!|yA@bpc82OZu!IEk; zI<9M{d@C1NOR>;yWo7e18`cnxbs$8qR95a=%gr4T6}4KNN+kdgHh&<6OguuC4QX=b zH*N&`$B!Sk40@?={@n8@@^oFedy{11G^i^w6){S0yK3^fU^LM5jXJ8j9OLKYFH0R6TS*QGr{45?m@!EhGkhi zvjJ&zv3k%crrfSwUjq98fvBe%0SOG~`wa{iVjXTWf~LaAyi-;t6!Ih(Jd=%L#?GVn z6O&fdgE1HO3*w71tf9UaY8_cIya$tFWMpNx<5z&rA?Rf!r1A0b1!koj ztZ0sjiNUvXTq=G_N^<}H_X~le*gTIc5$F~IOR=lK(+v&{1=51R)_wHS1kH-~1jvKO zj5T=uNVlL1ADJb9R)zdz;PLnaw!a;Umj<6VHA&#z60=#!q)9yHwr#ZwYAMOd$9#Nz z?$`UO#_yt*RQwJLb@sKXF&a!r>m#Oh&27=Ycu|#{3Y=Zr|4hlY>Og-GHoheM@7&o> zrfk5y!oehm-WfVBc0dZxj#^kopXox7GW=1#6b&nb;sjua772 zD7P@!QA0z6j9fz$+5$5deHV}v0Uy_!QI^~Ew<=+NoT}?v0@%|W-SzbKakp$mC=UOx zod#1&TOnNI2YQI^xFX>3Dck(blIA-ijQ7Vu%7&Q+U?d8e8zGpmKk*qaY;r{6f%4Ui z;Tr~v1j8qf(&?Mgi!_v%lU8e^NOCV|-($U{3dUM<{8)`0Qc?sbC5W4BLFFN|LJCIS zF%tRLd-845_odnHlCykZawRBqH`c9zUpErpP*n9?|AUIjOvGAp>k&j5c%B;!?DhxN zdy#_p;siD|Hrlji93&3-k@I$VNoe)IRG)T0gLgB z{0H*3^3M;OeTJgd%&YwNkU=Pz41(wn#2ifw{eNF(BPe%?>$}^KE^rwwA{F!fl$Z1K zB8y^M+6oUBaUUy=w6M{8^kh1=Hu2h6?vI{8Vo!DgW~vhR0_RT|iJ+HessaPukLcO} zN{f3Jy{<6%9PkL$%!0@B_!=?Q52+LniU>zC8`$j$dv z=2RO^{^1Sq9Q6rG1e`FvD4~N4Mp}Wy1#v1sia!lU6famBVP_fy1eL|7mw)qxPYn1H~_gV%GSl*#BK8sz(DgB%nN+4_Ha( zg{YeAx&GWxCm&QB>d`>*mgfqBW{}Ua^{n}f%rE1CZY;2$jTe#g-ue*PC;H zag2?~9kwM*Q#&pz?4iEpc{OrgQ;Zz5PI(z#`$mRs@9uX~|A<3@O9CDz<>ac3t1t*X z0J0C^$HLO>Z9UD^)^E3q509su m5CL!S8~*bD?OPA8uqN)Zrbdr8a$yKOi-E4u;RlCouKW*Dy`uX7 diff --git a/master/_images/sphx_glr_03-matrix-multiplication_001.png b/master/_images/sphx_glr_03-matrix-multiplication_001.png index f4b9d30d76a5d986574182bff59969aedf7d6262..a6f841bccae0f060216187356e4fbbe1203cdeaa 100644 GIT binary patch literal 60151 zcmeFZX=i4v^WH(<#@5)OgtV(C{!K{UDRqCz(McXQ-FtF$ zKBPC{`h(JM%=MKJgi7?Q*-MNNAN8_q4fl!}=#0xji}o|uXZz2o-b?I|4zuGMtt+e{h9F7zyDpuAbkWr zdO6&t5-f8YuwF%i1ge>aDRz4-ccB}h!{dFIoVZ`9P!q@Ny> z9UcAu9`k?q+UW9)6Ig-HZtwT!ssf{;@a%Y&f?G+SwsXoS-}o&7L2P1TkOrK~RQokj zWM?|R>kmmuf$@a@_S4z3=y%^lTn+ZEOS?tB&d|0_~#f1I4w(06YuWa{zj1fGBWzOy1M#1l`A?XCT8u5 z=_%kTCBx*tAjQYWPgLlB*KkL`OpZKnb_$$#@)DfZ!a0?ioj!MTbYPM55f)4;pCnf3 z_EtI^sCe8X6b(jF`zbu{I_ziE9h;YZo}Sf>o&#hT?>K=qn;j1s-0cjTK+Wn|Cd4y1 zIC#-{EA8$U{)n1cSQu1a&n0lRg8Vm(sOtu?XFQpY{VRbfPqoeh>F#_|D%Ek>d4IVj zrMtUZrKPrO^*sYaSavqm9EK#YbX=l+M@Mqi&y`}$7iudUk2FwmNR_Nrm6QniUCy;u zJN=Ou)as*-kB>u+(O9fjzMi}AhY~Og9L_L2eO+rlBB^r}w(1tw%jb9m1d1CM_4V~3 zw-<*?zs$_c;%>vmsH3B!@gs{O1~)o4Y`}N>R$RopmH!ohh?L3F=S~d#*Xyx<{{CP$ z8ald+?O(5fq7k&dDQvtG+=^k%!*%dn%gv1sX>M)~Y%w}AQd-X}AdsG#nhLsfZP7SA zJEJF;OLIMJ2+YpT4k=S_a$rA(VFJ+wv*ps-Q{dX3Nx?(d%%ikdSF`Ft z3H0p=C77%-ltOa3*caE(QZPW2+uWc>0pX*KXym zb&!XH1vE6a8oX=`$$oAx8X6k2xyrnMTTknz(}O`pO%24d_C&5Y-^10Ko}OM*eEeTz zT)wY5IyyZ+SEoxVRZF($$Qn=Vz^UuaJzR`ZXM+zmXK9XcTVkOO9{}W8+UitdRNp`=1{! zrDS;A1ZN^Yz)$<>GOPv}>#Rn&w=!q;8m|6@K1E-|t?Mfwq)cQLP@5dQhf&3HFg)hw z@ZKQbOj?jikun#!QMA7izj=ucghV_WcCDFri!0^WV&|U!otqJyyt7ksACU%Gzq~Z& zLVGICT7*d_(!F zj77D(_a_zk2^dljD=RbW>ut6#BY3q=bY>ggSTu^)_(%7=&u-0q{@)#X7?|3lZz_(iX8;i;PtNbu6!OOKCC62>33gd*b~Xu` zwNTU^-{7g3VU*z${k4e{puI)rAT^vE|Bi zwEQ8dP@<(!EDawVn368Xv!{f50hz%@?D>ezY6#Kw6++D3KHLrr%m-InW~fZPA}>`y zGBkv)C9#5MkqNo*mfht1TVr11V+9Ex z>sO0X7r{ur>`e?*m*UbAnF>OD`9SW;9{;=bdxGlFf=&_Y&JR4{Be3q=_#3BOJG|L<+s6EF{3>Q1+y zWu<(r$HEAHI<$BO?$#L;(D}h~$>!0Hoyj)mdzQPDcvMCedH3`VBm&Lih^-+Rn4qta zyWsd45s7d^L8>vd;Pcg52g7W`$~VmsWAUdb44RyWmMI(-k7xNp9#F8zAUfL*Pe+boVnI_`)K7u$;cr5@MQkMlUOP7P z-#fDB5|g^^mkn;oWtsQl)XY*-{Tu65^WZ+;LH_g!R_7@G+b^9ToM&~YW;7=Y#>2#z zqKXb^UH&RWm z$HUKi4z@YXiX;)#0MGN0U)`Op*_tOMnRsMqXu4k^*JM(&RokTN*gwBTemn`pX!7vv zVnQ8ft3Q)uXFds}Al^(x>M7M(zT1-+ak*re(D=PpAxN(4y6R9YM!!|ZmGOz-_bSE= zmBG?APn+9f?W%^7{QqKla$>sVc;0mPDuiA>uY`wDr7&w{XHt9ME&fYHZ#myTtHSF5 z@<+krXI_F@i?sHhV@Ujy1E#xhajrrq2wLkK>4Z)GU<0tLYrwP+85 zTQ)iyq#RT&m8PAB34JtuRYmm^6Z+X%bDA6!KaD{D`cJlpPqD8l9VC7xWl=kB>ya;AOrbU$vpzaTJ*M3%rnUe!lB#pq+(LEG~Y0*u;Kx zsQsk~g-Nmiqf%59l)1495u5p5#oEVv)Q*fR|8TdJQEpqXE3QNUtyDZ2sdT(@JJ`}o zPR*$d@r+qnJ^@Ik?OWSL)Vy14u~am%f^Ws0uQ|3YvC?%7q4q42O+qBaXEATSI&BmSyHAHVradG7QiAJmC$)jE-D!u%El3Q4UVPb^Y_vRaY3eiilV zSmbJ#{%VKLUeg@n#T)8ib7ThdEO7j3$z*JcZpg_`5;|_vy@mQ*E7YN2J7!bPi{Uwd zch>XAE~_(|uv*J!Yky&f4T@@6tqFhHIpJ(~HRj930n)KCIFE^)!b%OYWEqYc2Z2^g z7O;Jni4QeaT|4qE*vORiwbNyR+FhB=YBht`mu;}0I|A-g_rDS#afAN;-vwsU+7^Q+ z_i}%^5iAp(;E1H)mVmDoYJ0jHVY}8u=6b$sx}yKv9x(%2zDqTI)^#Rz6UBRE@F%Ql zFZAjNVsOeudoI;PRrS5>*KO}EU z31se`;PF@eyh{CF>;>h`r0*DIXI9S09@K2>MmGlSHM3`SoXg?9fn>Y_PO5{+4avXEa*-v%3^~Cxw?JN*`XcXnEbVy3}Au zW9ttS*T~l8$1_=7t-`_36$o^yGwc=h%3c}t@JhR)a6t$xXwOqKUti1nRM(H|TL;>J|db~tIdZG+15kmQ?qI0 zsfwV~RN7OSHd=4iV4tC9#Exg=9aoeS1n^kxWQ2Fuu){dU)Elt)pE{NCbV zY&<-(Wd}K~w@AZq#}zCtMQGjM6difqWkC{~9HCp}`z38~9s3cJeFI*{i^i%=0zt2Z zJl!P|%#>;9D*UizAmSLyn(e8X{YHJckpTGzR)HixOtV!xRt}6P9O(i}*7t8CVKssm z$6d|30)w%?--Hf3RFrY#STGjD*PoZWdv~g_d z!0|h^uu~hV0BLldlmK}Rr(<^oDvme~^?6+!z}QEVa#V)a*QfY2N4MmLbGJqn>0K$D zzTS&u@|38612)0XDR@GQD^wsqv)Su*YZ14d(Qr{Xm;Ll*hIHN{De{>CT8=S~?8M@? z-gF<&S5lNubS3-MWHrQf<>7&MDAhT;G~Yvw3Cw-F&x$yUqKrz0Y!;&!B@_F=cI4ZG zL*=~b0bFUZMQ$=(-%?aq-!)y}sDWDwcSchHbkBUJv_%2?@!eA>7)D|gXSij*Gg!1I zXuhw-&_hA7+A9Io6W|x&H)bmA%^&Pm&9%1N^t=afW!({8^p)G$2Id}vn?D2n`MEt( z5b`x8E)P=l40psi>h9ESqI0r7y9>YOHp(kTho4(n>_H>;wi(}bOi5n z10=I-MrPbE$#~dYzAQ8=`zMyDf}_x1)FWj`9TdMJE$)PStCop=E7Y>p`no$K1zus3 zVAm-v0|M*)@aFvGux%5#+=d5y8#kN+j=JBb-ky~~nVnTKniM-wvFXCzy)hh-hqWJD z;hS9^`eT!T0!?tSjGsjcU|6=~ja-*`3PqBCZ*6U7Io_Y!wRab=_h_S-UN2rnv}vHN zJhWcwPR*1~rjDY`xrVK8?I_p%L}@>4iD0o{j7a`3`n$#@YggPR9uB#xCb;Kd{1|Y z2Tb|vH{Yr5)@a}*T+#OCH*NjBgHo%S`ccynWI#33x_TJ(8Fo#M7nVycDq|pJ@4BP;+!XPUz~MCq{0mn{MFvsDkzhEQyOyFsFQ;N%Lx_TBF)+ zXL@*Ct%__prkO2TuoE04Xv$;8dVNj&L@yUtcICwW!K^4BB~7wGI1FCa`uqkV7uUq^ zx)RR0>tXKfY$BlZ?c2e{$o+#WyI+eA3g3xea+e_ov?UA;S0U^8YefYFq9mIQ@`Zb- z&h=V#q1L<^7)dkvIAB1R5FgV<^)hrp^ve}(&>J942u2^xbxvA6TBzoW{|6k(UuPnC75NG@+BDf2HJTJqqP^M&Gy_FYy4Uq!P7V2Z?}#BFbF|WUY@E`?fP)?aXh7Gz+QKdj zluE{hdt!y7cAt__)|uLYB*l+Hpf2xjg^eM5h7lSH)*m(Tzdcgy>I@DBHKPSM9XP;n z3`WUe2Ah?GQ|uReiVaJu>MsJk4Toj%r{6cl8Y;qZ+Us%FexOSgAsTFKvHryEp15ei zzOdgdlx%%sdt7<@zwO9^L09YGQ`ROBK>ic$h*N}&y)YT?INhK-BsPsnDuU=^5-6Da z+gxvez7b)?h4M#C`Oa!d3k`2Tcz*M^Ic=DhXsF+sF0_zvm_wFKMfA_M`uYa4_HPg6 zM5?_1PQikMWmXT{SNDL`-Kt-Cj?id*P+`QIs}Mn{UG0M1?oXi~wl-bxhLaYGpy4Nz z;V3l|F2j#WUDX%RS^rwur+C6{_y5|Ru!+oH@9;#ZZbczTOI#eb zVp0d)!^R>xn$Lp-J1*rtFicK@5uC@%y8~K<#cw_NtNw7#6q(D3ab63CoOPOj84=g- z=>~%|k$*+~ZB_>DIBfs>#@xSN9~G$#q(TxIZcSo0U4qNOunL)$7f|M*&I-A_de=3QyArEK_bS2$f81A9C8B&GF4jl7oFG1 z1fM@w?M4YB$_cPBWwpZs6S$CmWRpMGf3~Y~=YjwB&1-qzJ!D6sqR3Wv*rlciLhjIE zf~p#sI$86FP`Y=g5B2v@0Ee%gT{=76-{S8oH+Wvvoe_Pxb8UVi3PECKrnvn4KTe^&(%}oHDQAis@7kF_F>}C8kHMQA&q$f)^Xbp+(wpd8*6ltJxU)sZ z6!a-3Mn%5ko(X^#1bC+8_8lLcQ2keZqFY?)T^H1Cf-%6+(Sain~zw={rrxsuSw;x@F!%^^}&7A_+fJCe~Bh^bBh1D#cobOOjR(?ky1*Fx1?x&Eq zN>of-p27xCn#t$Rni=6L1IQ`COG$wY3~O%g-N6l6%2NGbh*W@446Ix^;n#nsJ`OjA=y5!c_urb`cgNk%}58<%$H;Z7p{!_>o`XE!ZZHIPqJda|oC zJH^D(_B{Bf&wz^FHzQBbw(0Rz{1=R(zzH^opOGPn=FpU}&w!jq6G%I!6PUheR&y*; zfc!l=9pAG^);5qyAEEMxYWMpSev@`@$zdWf)n{(H%S*9~ibBdr3r!S%1Yvjws$yl% zC^C5{HOiMTEw$WUsqJ|W48oe*$av-BiZj20TYP+`Nb3Pm&c(olm0M_}yJ*DHg4!MS z3u`4p0nT#S9u*yxIr2(L+^i0owSwIBsGm>-$(q5OETC|4Cyz{~SJu$5Pl)dN1oCk` z0+%HvzPwyScE2Iz=4xza;y7IB+ueuh;Ty{AmNxhG{XlS&-d!U8g~FU4ufGpVnZ3+g zrdnQb#?2k>(4)_(AL~xWkJDXNND1gIp{84q)=$^h>cusG?8No*_bgn6(|)o@&IPdX zd}D}<)9pcT9cShYv=*{Z zEq>tHWSY>p2{bL0-|mU@4WS_!FbKr^U;+A5QzaQA1cn&LWFZEljF^B$3VG68B4$*T zC8|`k+mY<~>`h?)RGIJG@6IAICci^g;u5-iaUt)?0A*>@VaH~DWgFo-r%|8QT*m~DJ9ikjzi z9;br29`9Gd4)paQHw7~@ix>Jw8dukb>`w{zbD$ELqQu;ma6u=cA>QO+VQ9cwcryii;J1sDZjs!wp(q zw&zvguJCvDXnF>euQ-x$E=McMNN^;z8%+U};)k~^L%UD1(%seyBRe+iNJ*+n}6h0iy<)pi^)T#RSWOzX4rFr?(4)RZy93jcd zOSZVx1x~ooD#f#DxaI0O&zx#w0*!0D{9@V6jySpmB_mZh?KBoun)=Sp&dlt2H-;m*K4pAH*K7=GBxir*)0=%;k|nhoywlqwS$SM(_rk zJn0{W8T@k^i>f}MJMjl^0bl`^!ic=3JgcWk3=Tf z?xxCfRY~!mw95)WUA$I8b3Nq7_cAeIw)t}A0#+rE#xDf`a7-(6ICQe8^C?fb8X7=I zWL%ub@v2kr^Z|X;V99~xcZxz=h^qOYc*p?!d?&6+H#e`yiu_&v#UP;aYj;uEfk zo&7nPn;%80ujwtpGUD;_Ieo5kP+^oTW}(bPa%rw7vW)sv)EiU7fyMq=RF}w(@=IB+ zy!u~iqk{3bdFHNWQ@jx}vX6@-9Tx|n>XB4*3Qsj6q&f@m<3|i^|FM^x6lNJOzP26H zi&Mk;X)^(%Xrw4a@gvUs*8L)nd_ z@9Rc+WbQn`jL0>FE2*|qc)3fZhl7K12huSy@^}?WQ{|A3OptqYbX?ph`kN^hD~^$Bj6+-%X$fNw*J=eVx~(dcKi~a&=pCaK|2aL6&X$N9nFk z`OJk%(cwu}VwiO4T(PiKEG^`Q(>xineXvjv0MO}@{a7QGLVo8!ESbp9gz}jTAX!S+ z2RB5kO0{$-7$Ud%N!PSPq1l63v+ObXixd%2G?Ci!q0NvOtA6?yQYN&lcxfG9-C*p9 zJSmfmkWs5OTEV>wGdiiZ_>!Kz>)wipk_g1xKuc=DJ9MMEM`lrRtj4tamm_=`nc1~N zj*sGdG30DD4l5;f48=-W4;6TD3rts6u9rB$|L(SVp=zeLBO5Q2@7FhomD}cp7a~mZ zqPsTUxAA41uj>Kjdu$K1h0pM~6fp{=`#dM1L$w~a_3!wt4(9@TmEYOLf`gj?nR;X4 zF*9-cQ$zlB7`;wAa)#IV%*pqKbq2M#q-2RV_Dt=s!u)}|GofTra|wVIXnodSB-`z4Pi zml8B`X>V4>gYAHHb_wbNwm|g=b)|5H*CMacaWTHvJ?5UA0Fi&B0lo))EW~Oc(8OYH z$pt|;7c+g-zXCkx9Gg_h9&D-glATg0?RF~zb`VJNV1K)4Mn5YS-1MTVW9U0np6EQD z)q--7I6|X{K@!?hNhi_7p99yWa0G`vfLLH@=o$`Hh+I>KGJ5--&$$KqFDM7z1FmP zXGL#LhvaPQ#bj*`W+Yrh!TMdtrdGE3IJlFdy?Jgo+;MmF!-rX)C4M?PS#$S zV>#fRwG-%fHq`okA)}GsWiok@p;%+BTs!->d9Fjv)l>kdz*pFivLr`UmlZ70kVnH4 z&!|vWvnLl*K1O&LA57IH1<341*$n@^L{m(R0s(9{kCqtIuUYm?X z(cD&|97%4%qy%_%Ljl+(qT5AUhib6w7xL741#&3SfQDu?IRQC*=EmatOjdU4@?ZgG z3;3|nP4^BpeOcdeYdYC^R8VSeY?@%CZ2-@Pg1frFEG2R6dcTsXA`ove6kH53*-*6rI{>uY~I zUHQe75t>qLFu8pBDcPR?sO{abT$w?1-Kf{xepk7mX!V|K0L{l#cW$xiGWLHV^Fs1g zZ=-8Pw$K>TExXpn0R}?}npfO78usDlaImP-LO*5o(BZx?Li0fP?DYc*&$k@M$NRY6 z=xCEG)^;Pm{@B$KUNFseFdc}1Hg*57Uc`N74{TI3Cl4#j{RZYTWp$J)kQ3@Pk`H|j zV8nsTr8>UT=BOfelHl!cFzTKh8R8b)p30}3Hfg3Xb9o5|S&4o7dU=S*Fx@`8?E{VI zBoe^)TmZ_#UU5qCiS`9pMKIialF@cI^XH#fiN((z(0&K(JN zs<~l4)@gwQ;lW|4AhJzEv&#|r-8}-Jc`PJX-^IQHdEXS`@X9#6TaV>rRg*&Y9}^`b zUwFkqFS+anE79-VfPzX7xC^iweoBxFTlCu7;E;=$6!QwG_6kA3&(Dk) zqpI$qoWY8d$Z0}+>~d;fZnL0syYyF?=D*9rrdjG~N~1dSMrS*=iEAc8PUKqR*46q--lwy|L{3oJfZ>0t7E zNh1g0%FP~lw7I(a#vKO;L5H`8@9WqS#xlo50;qA{>S0m!k$($r^7A}>q-j~F3Xb>!YBBH@ky5+epNjuzfo4Nbf7m;oOHvxZl|!+LJ<#0OgEppX-=-$bP>|2wEy#xs4pgVhf; zN#BM*NMxjSl8WNhzT zDeRpOmXM#4aCwrMk`E)B1g_4E1M3^wc3@)0`!9W2`$QhZ+E&Ornfh|C?0AS3GQaHr z-Bq+GO;%J?fq*>bGzVruKFgI+y7kdUO9Y#$5B zh(>-sHTQ?rRq)mt%6yB{9eK97NvUcDv_AXBQLZipGIS4(0G{-TA^5eFc+J_f99_5d zBi0qW-Io{>Q;>BxWFduc17iy+2)aq&n>SlMGP!iN3DG`o$e$|&Y^uWjM4dj*|1_R& z^ctqmQ9gGiG+)3cJ-u_TnlhYeQ6x&PZBwpB`}y;n?bqds&F)LwOGO5?SG^Jc6@J95 zuE_&Y;qgp!1CNJu|De+yq^i+(kZ?DK`Q~_YuyFe zx9seg5VC(P+||vvJ>&Mc*`galWxbcZJ=vSqbhdej1*!p)k^M8KjLf5Sm)t}Vw`YrBZS0g&L{?)gs6<}7y_ z=zPg3huA>sN8v)VaNuA^L?_u>F3g~6G4ctjyl(Z*EmJ{5V31;;aZYtZpsFJbX4GR+ z`NTC1D#3mtp&dRVh8+!`{QUZ)C-%*WUU|Nub>FxK=AT?6!ojQ4TXH3SIyzGWruRak z&0m`mbQC{VbX4Hic~ zMCT-szpkQZhLS#*!~28#bF++(M`opABryW-fAE{EbYP7##b@OZ`VHOm!=Q2R2}scT-R402pKCUwSBqv_x5%hPNKLl%Ru*$DB^+<|7X5PCzX|(zm$SS9JT+mrdTw8Vwn#F6-ah(KY7VYi9hsj1HsLC` zA+?7uSrivyOp6uL{FyqI=h!m;YsR98-X=2+!2qnd0`W@X(~`Y%m#?=YOxe0EW=ne7 z11Zr!rz`;F{Id$%F`ilODl-sNPNJ|#~?ZZPLNyw@O1!3Z=!?g#ix*72X&fM%N{Zs9!4}= z-3eg1AX{5Qb}x4dqSCOBS_+7%Gk&ML`~=S@v&)5t0Lng9$m}d6lKvyJ)=+}(@l8wW z(z#jbz7-8mS_ImyK#-8(N)DLfq&*ew*jRwc)KR(T40xnM3na!LMQDGH=aiyfdzq9Z zYn5EMlW$hI`NbUHi-i`YVu5qiaI#0Gq#G9u^1AfOFD%K;c00oR*?lrE}oyiF(NuMs`R5p3p%lpmImU!g8`aFBYCjC`>bC1fQT+P32XFb}Xem3x%G0b_j4b&-nh zzoVf+f5zUH9@^QLKs?bxfQ}u=Z}Q%B5HziXBfR?qGir{Qliy>Zi*oYs<33hywa;IY zG}~~qj-uTCdj7<=&;@M=y`Q(Us{F?cdwbK4M5uJXkmE?CQHB$%sXOU{2~AKP-(&v^ zkCHM=J^Hg#g4JKBB=T!2tw6Te-M@syg3Gx!aBx)dK=~_U=CKPbwN0S}A|N@*R+?mu%^TtnMHtiPiS|%O z^%3}@fVoS7n&yqG;L+aICKxt)q^lNa4QtJ(`LR|BB|8_a3-jTlCTD(uc3Uz3^*%(V z&A`R(Y_e`t(!c}1vzVgG>Mim0;h9zIE$O_2gVid2((Jy6oeRNrk4qRj)AYKJMnP{T zr`8w|3&~L8IW54z#9A=Slk=mMQ^kv#{(LljOY4g+F{#vO`00qrH39B;r(s=^w#I8~ zyzpx$W#Xw@1X`4VMSXzc$m}xFbdw7E@MrxDP4va*fK};v$89g_8T=7w9~EWBBbbg4 zy~z+UvBga$=M$it%j>ziGa*j_-awB%4%QT?J^?J*aGu z5@@_+ZYz#>JfmRubIT4asWq3geIvwffr?nxfiS()?^(uQJgM5nbCP+V8+4u^29ri5)m3cxbD*dUxuFm2Zve_4A=56YX? z!i`Tqk|st7UKMcv`CbV!r-gDHcphMzB!mKf%mnqMG5L7vd7oXfC>xYx=#T3_QlkNg zqWH=yP1J-{HMFC%JWN|{>V`^1w2q32E8?T-TZPH2SPVun%;2ox8Vny)=%^M>%3At>!X>)+^zdC)TFyMQCqy<>yA-gqWo$63nSPn# zJ)d2niq}}RF)W^%=J2(cCpU4zsOV^J`r<6&FYzdJa;H9LiwwvcjmJIvho+S_CwAr; zhlbj}TgpCc|6aR&6T7u~3&B%T()t>hft{}W`+CdR;ZI>T0enLE@oHq9hgrKom&A2R z_2b3ciYg;IU?lU4;cY5tOR}6!-mh~rdU#H?GC@kgQ`lRsh7?dTxBg8N*m{JXiR1jD zrTpL>lo=!fF^6e5GWu!(hT)19vXGFA#=+Hd-L{rL=Kc%yJAo-z+ntdnST2FA=EH1& zGs1>$-03&+#$>6goc4tB&3k;W@P2;wt|8_c{bx`tRZPsO(D68#oMfJ|@z9f3fiP-8-9UWy6!3y|UO>iP%hj zTqS=JpavtEKI4g>Au^w(KVMpYoqT2&b_5(HqFyGKD!7s?o^A56v z?mKzA4Uzl~I>;;3k%jLuOa`kpTBcI}`rf`>zUvw`8(8=j#u!k5D&YUH()s~5wqy63 z$M&^YOLRg)^H7ziK4n!4;om%C&M`WR z7uxYw7^h(`4C{lW?4`Fyo<^+!v9lt_2n`tgt}4+Yaozy^(T~&n?74LZDvNuY+`Y|_ zL-a===qk$T^*;JHCF))L+=#a?h7HJyhMN-^J%%==mq{OJb6N>|Ap77&-aUP{YE>KAC+o!cA}?zZKSyK4rSE@2*@)6 z`3%WpkpSnZ)Qs+RU&cvz@Uhx zLFYO8)0F#D!GsyUIo?T@>SrFM>qu|!9(e=BF4?o08Na-5z1s`(wAS9k{JbNvp0KfY z&TULKN$gu{Q*++YD;N#h!)f3m3?18UMBWZ?SPiJ$k3 z0=7`2zs^KkWG9Oo>8ByBu`>=Wwe#w~Y<}7ja@Z3(Z#cU(Jp4kVn7UcBKWw`dS$uSNxr^KFr`w|xfv1S1QzwEb#p{sUMy>aQDFih6TFTOV!St)4aj zBbHg>Ki&X&$W6n&9>4J<1W&zI(O>PhS1;?zWIaC5kUE>6m^r?^2a2|==&_Bn`cn(O ze0M8B$^^DJh+7O5=cj#T8QE)68S^$7sPw45%U*+dkV6j zK3>LCoVpBC)7+8K7aUl6^~cfyNlmCyW8&Yhmu@;jL=7&ssMyxg&D{`p6y(%rUN zAp1dwyotbB(p4+@>(~F}Pg+fw14f~1dzR{S7djEF8B*BcJ{azta5W;X{F3x1!{55Y z8q1RVE~@7_K;=4iKKL`R8<$&*O;B{AaH6>n6J5hb8UDvXzuryKw> z_{u5dQECac#{`r&ufeT<`A3#iP_Di5Eo+xFd{~<)kEYx~`Q4ReZ`DWJSCpH08vI8v zP^5GHW7klV3pwt&yB82EfTrOAKjE!=bmOJY4{rw=*Uu_I+Xz&sai&tTrPoc`oC_yc zV9^>t2nUQfKuB6o*pl02D%sX_DsLaNlr?(YbNDaB^Zkod{@g!Rfqzym_ndZ$jC>A= zchaWFC)1}XSXZH*6&B81$s>dDw2`mhmA>-;!cNCWmt{vH_j~Rna}9;=LgdDwhT|k% zo)rIs-#7ErTKx7=!N*i7fos1axq^vWb5(_6CEzqt?2q5S_3o~AU6slDW2FT8sU!I& z+7&_F6?GP53@Y;1XO?Xp-B8Kd4N^x!6rzzkk;1CH0^`V}C7oZj+a2G@$l634524s(9rG#9}?A(_e_kvc&N)LpB3 z(*Nn-YOoy;77uddsB5ZYd`s7m1S|c;bU0>&?nF{7SKV9#&{|X^nSJo51cH5I#z<*DBq0=$oEn|9ekl1bCtzpl^iju|xoaG1nGrjzhCtzRRCl=s~v0`6m~Z zb=-6Zq(C2qj*UT6#)r%A0_@C7T#Vigdzo#9+#xwJ4`%_7VZaoi>m&5*F#;%zBGx@> ziqD*KbyYUer8l_?PoTf&>})+p5SqZf4_S)_@}NDJ3m-Pc2x_~_=69gyS+l|iPz(q) z4f0c)o@(US4*3eSDwrP4knF8LbM}SZy!R5D6g6K0!wZJL@kd}h2OS!-cTikWuju{|bK64P=l44j0h`8loSrL1cB`8dZLn6&U{I^}es zxrAJhJ{iq?Z+wBiezfFqj3HY&?v|h2XcD#7OlAu%IJurU#zqJX9bIi3)#Qi|#+wjC z)pNmaM~(ar{1gRj>F+x}PvKgb*=fbrA1wlvqxWHJ0E4;y*B6VNeMaG*Imz>y89= zWl#Yva2mh7yj<-5_O`kNDLyWaY~o+L77K7uH-h4|#;WGI;(N`=Jpe~9|(s3_Mi z-a!54k&YpxyK9)ad(L<7x__N> zT&&|T@AK|w?_X_JO8PrSU17pnXqL|Bg(iipl~JFmxoIQhyHVnOWw{ow4vs=Xr0gvH zH4d@fbl4oNihne8U(Zm480%opAR76Dev2LVEkC~hL-6Bz$b@ce0%WwP2DEk#PjBxIzsUv`Y9I~?-3jHWbkXgBJRcmY&A4f{ovx7Qw> zR-Vf?eVIN4p2jANqNJgv_8aX48Lzrk@;}|UmDX2pg=#_feRPnbFxw##Ut{30_$7PI zz%^#n-tw2AQIB-?wX#d<0lQ)s_uNO3$5-UuPf6pBsBYZ&Z$z8xjM{-#|DNfuvnD8q zY{gF=n61|KwziCygpd-_b`HWVp5HNgOSC&15&4NQk>CV1ZR1skX=x7|il5ZHuN>h0 zS3{79Tus03oY$;f$5>OBa+YBG7q)zf=cv+Y-k@R;XFh3L>~tjJC4c4)YCDAV^_^N5 zTP-~Ybl&`(*U{qO^tWzy07*H@Kdtwmw=O}pdZ4C|yVsMZRz=m`>NZeK@J+C5-lC3a zm$UY`$=AU5@9X?W!)WD`;eGsT0WAF!FIwJYJ!-p9sd>%Vl(`|yVxQn}K?zi|D>nnE zozKHKr$DJZFKvknu0~bIltFr8Ex~U?GL|}R@zjaE{rLX zD$fLb;7|j>oy>aByZI4+>r{Y#foH?S!P)zy9WU>p=Fx0*#Q(BU zA-%^G_Boz1!RnK%BVQ;!c6JV6Dt@}DgBps&ulQqcviGNTdD~FFnr27#Z#xLoI+ixQ zRWUMi8O6<|szpHkmwMCCJu`Ap%|~iryE#QK1EzTE$poYPEWfhTdJWX*Hmxe|NC1Iz zAH-dtWt9PV-Qq&G0=c4Xfts5M^|*Ff1T@UifdZU-0)=Kd!|kt%QP6|ch`?-=3*35CZxq%1o^_;Ub& z3`^Cd8lObGest$Q-A|QuD|;0+w?WVdI67Y70@}JCeLt9Sm@}czpAb99)fm@E#@~yM zZTO1et*QAp_ii!@P8pEnP+o1j#uVT)f8P9Tjbn9Ia)t^Gcs+J>hXEIdL%;KlnteUH z7&VHYpxXRH9{J8+s|*R@K&tIL!<{-PC}a$^-VFEeccYxzy5xMmsoj3Vh|bGLYAQ{r zDY&KRU`_Z^KAoa+=WyxTE;ilcV10AQc-doAK+xQpKhqeih*L`LQg2ylG_riY5F$T* zOS4~qCSK_hC{32k((WbCy_I3VXMP@oDHcQS4Ro;kQ%p~K51gU(L!M57`y|08l-~M~ z!9;b7U99$Z$as-KkAtUFd4i`n3<}Xf!ghUzm$GKJJj3b{sfbY;ut*^TZ zN5q{n!hZn(Vu|t)3U#}a?EcDOQVM4W-=s*b3jCed_^uW{kk(H?%Ud{cbryf6eG&RF zm@>P)<6MH#{qiRJC#w=4jM{6n1Z3~*d@clILuG1ZP0=nL5-WfDqWrt(XR(b44GSh*2l*n7l#XZ}Fk-n`$} zdAPRm@jN?+GL7oGY1Q%ZZhyz-Q02YdCG`>Oe{nB1;5AM0G1c6ZLT5N65%f3=r_ zdeGrDTbFDvcKyXV1nUes9_3XHQ)`IdN( zy_b;te$6N6{@&(9;evcy4(Nm4d?!0PN=W#bns&Tkb=X zmy7MR*uYoEy$FWn4}VHJCQ&N6h=4SW+GsD8Ray2cy1I@Nu3x0l zUfIin#92$Lok~VTQ$=o3AE=+5@MYd#jH$JAD?K<^N_og}-%Tjilj}VziOt~OQ^~WR zzcg%4FZZga2Ux~G4b^$3u32C2SB^u*jEq^(nv>5I5=8tKO5+95a_cor+^U2Wl{l$; z0jLb1^usqkK)q1SUi-IKdwVZ zISiq^hbKLu6$IYFkhW@jf3rNKER$C+Z`p-T`C$w~bF8*TOCqK;hNr< zI$$*oOMIcBWWR(Y<1pIfl#Jf}nSXR-H|9VdC-zxtwKo1Nj#95&D>T2U9iKjso_S4411H_r=eGB&EdP#Wn%nfa#lpkw zGYI6#+HMR%vX$fBfSN%LQfh^#^!}BC`!m3@6~psvOH{aR@9PwI=Fd+HLVyBSua7oV zjk^Yq=l5scyp*vVtCH?!ywvx=uCd(JW&+(C=bn}1^NHkktp>#r*R@Pu^qDKKtJ$h6 zSB9z)6_qF5OTm~CPKfEk+-HE;~O8F z-?GoKdUC1zN(?;DU7OOCa>D5R3(Mx4}Uh+tSr(!7t)_7i#{SYKB+6Io@q| zI`I?F%#G>q4|?$+NVL3=^vvUpPd-}rQ?3!Hz3ta%o}qFvas0EEbNQDHj|=$**{%FD zCciJ^LaJ)a=4%gb2Ak$;l`4o5s#YiMlp2nIa)$)}pqHbhUxio@F^qD3H z+M5dW2ZHYg1q6u;Uno^zk2}`J!v6(xXe2oDR%J1lbM--L8gt zSN_s;fR$wYbZo+>Vp|3@uApxSj+M{v@2^#KUzb|32a);rT05bkZjIFCkT~u?`Bu`u z0)AOB4HR`yvb4rb*jnm@n)*l{+sqpZM*OyuH~SOQ#?x~Zz|WX(LM8956?OUwN4#}e zIrxd;J5tmA9!;p7G)GQUz8En=9>Ui!OjG{s>&W}@9Fww*&EEohyBQbPh6z4#WzHUY zFbb=5QLzu6uQD=3&O7$@_kd3I-!+?Y`Op~wgy7)gNWFeh#5lgaC z-#cb7K%}Nl?fuesX!v}?+P}^BK(l9BTt_8*)bQ+I_Ik^N++W6tL&iT#1p5z>I|o3* zvvX{UWKL(gB3094;M@UK^-RY|K}T))DMdj3c=bnM{JsN+2%tU5b6dV2vOg}^QgZQJ ze=jUw(>`k{-BaB;`QkWjspPF~!{~S^$TGfK+`cBt^PO`^CTlm9!XVd&p0#$5-oW$4+_FwwHXc+f5Ks#9auCS_7V zPNRi$tg88J>)py;^ZEA)GA9-L@XhUiS)ZNMJ>a)pzN=S17|p;?tMkHRc>0yey)h5x z!PcBc%kjzAoIx&-yrIa=m}z#+T& zKmDACiEHK#Crd)x9Xl`uPld<3YgD6c?R-nNuV~HX%v9YT0=UNL!eOkDrEJVa7|Dh< zG$}s2iU|npF5W7;grA~UiEV|xk?<2~?hcdj6Ae_yJ+=cR2`_ELY-3XLjzRy0XA?GV zqZrg`FB^+)(2cf~1SA4SZ@R$9KsN zk(;dl6aeW_dS$@pKr=^^*W`4~7ZLG#_W})f3K-CJGWzzETPBL)-0z@@o^w9>&?xT_ zNQAtS^z_=rHSyAud$yxz*~GI<2C}}49#lA6Dm=;Y>B5~Jqa;oj`dyS4J9azMJ~4ju zIHYB72)pO-FRUJIVtZ2Pw`mHRcs=@Q7IhBPlQQrV}|oPXnL$4PrwnwsQRhet+0!ootha zD|e#AzgL^xMrgZKyp}(fewObyzjHFIRS_nP^$Lj4@_nRY^6SZ4^UX+nU=rg(wuV`%Klzh>r^x41HD|9+QJ7gWyJ!-A@BShXv@<<&f( z1-7a$oxTSR5J*9ahNz{#nOUw~1Tl15eKJ{|>kZTSeY$O7=xoW({6)ueSMyFkmyw3Mx?jmX28vs4| zc+7^MQpr#%u=q8baAsc({W5ZE=^{F_XW=}R_L_C9il8>+PL}Fiy~}ma{H^r~4TJll z^9FX$9;OA(YXWahj>ok(YJKmqeSeQ}xe7o9^!VSrervF*;C&>3rGW$<|GdY%Cy{?o z7s2$X^{Mo+0?gJGzV@KreED*5e?yb){3Bwl&!#VNyl@ZukO^Ihxc5YR*)KbZ@eR|U zQbxHaj$I!TT+Twv@NJ6Ge$DBYwtHQ)Z|cc;3R1~s)Z6n;0&oas$T+hEy@ggsQ^nT3 zN0H~>^zr3zTu2I5;i-3hC~?o?^em2ix?GffJ;rBQkld(NZ!LtyvHhBLsjZIAoE@^; zxbV>I$rvA9w|hiTw|R=OwKQ_%m<)_`RYnANFI`vYrhOl(9_nu7t<3wv|raH+KKQ_~~iVLujzMbPj)C!u1E7jZmQ-vjm33sR)$tO;*W? z_q%Tp>eR8i)ot;M?Z)=IIDR=o5sQJVZn5U#!kZ%N?#xo&@!5#RcXTj!I7dXQT8d@d zr+bN!_@6wAd37(iRBg@V>kHnL#G1s09+rzgviynbsr&#yXd8T;+jOpVOQBvq{AQQj zShA;OlX#8SWcIGZC@%6GCD7*|a^?6fF|6#+xte~xi@k9eoLyJ_ZVXu!mNTR0RxIU@ z(HoFk@K)N#TQ|UiU3}GuKUXq-zCM_eyRwE3(vPXBe4>jis@Q2tEFciGbFC87tey4 z==4=%W44sN>%O&xUCf&YmL@*ITNGlugFMMh&{Y>-Ly_GR>YnNd*A^PC%r5pgcy5G8 zSgH2B-)iyYF1xY^cltkdFxQ_Jg6VE)s3buz=P3o88vrm5b}NH-^y7O${xvlghTiV~ znt&(LVye&@=<+bg>1@GOWW9|`3KMRZ|8@G^m9X_9Xo`PXmMvY&QC(uA7GUG8KSrUBu8x?N(fLm=w(m( zKWMpBb=74$Y}#S7T{ht^T+?}rjv^=DKM?`;<&liVEC^mjf;<7H~&0e|;RmCF!wNGsFmRVfW=2#Y5V#cN&N{ zA{04#squXD;~k~;Un|tO?wEzs#;P~dSHAav>EI_`DSMC5=^BvW z0#WE4H`egC`O{8*@u8qJ*g#v5l3$^H3Fs&87f(HSx~C&CUW%$)cdpYpIS1qjMqr;C;ufyE zF*s|cXXDlIfQW(AAIwV0B&E$JnT+v6OD+-~Cnnl|hsXctuo{Ri(n zcwo(8f;yoh;gfr1@#lN+*%ZR1y}slVl|kHZdUwUUN>P=fDK?GT4_+xb7e?pEOO`K3 zNKaKR{B=r@%1VdSkl^)narYAgxhE`m@d$)l^{9wf4=VczD$mx9SVy1%;RTW?n8FXp za%x*r3-AfiuNgh+{TIK7bO^?$WvF(k&rTd1)F$jZt*!Wk16~Dfjv^pZU{~1Q?u%Nf zWgZ32pZ$Z%w`=d?WW|qs$2M$x#=3%hS-#b)+ZlhPkC)r{Jh`i~q%(aJT=1V$9H}iJ;z*=_-|r z;^MRXozI^$YLSG<6AJrU&2v8q$sEYsZkr7MHT~?}DO%kA9pgTQTKU^(KcDs;Ur}Ki z*YBw~mp-IenO-x>)d=;hxWC7uC5_3acshoN%Fn1i3jgYCc`qi6CahE&881Bkl4kWJ zR_a5l_g9#a=irJ;QTJI3Zp^05AR6s7W2gk}wi=1qM5<@xg0JWLNm*@UPtrKr~};ZUQ^@tsefx3tUy4 z?pb8yHrWc%A?$Kd=}mf%4&FLv+u>dngfIxtefR#m)n)wdXv1s|ty(6A$El%~HO?jW zp7w&8WAq1A%t7V_HW$6vFqb-87hHjB333WTcrMXQqG7BQf+uZtg&;qwlaR zCGn08ay`LW8Ug(FHA((B?Wnqrv~SAqt%TD?7v8_*dkv7$CfIXUF!AC4nq}`4x%55* zB(9g-E6wOj3HQ8Y1B|fH$Vo^q9*JqnL^R=#&36?YHO5>sy?Z^9;lKc8ztY+oim%s! z8M;>8OIrd7u7`2y6D07N$q>e`$7Kk)H0$N;zdVM1*|bYG+HH_0%dgejTyq*Ed|2ghF?6-?FBN`+VZ`h z+uGDlZxUoyzNdi9C{d1h8Sodt$n5cA@m5KwoxF~k&K`Ge3*JAp8=zqnMr>U`R+L0EQJh&(B_uZybD{9m0SG8r*{zhiTl+`4>bb zZ>{}-MOkv)?jKG-4E*p?oTrJF7vSa;@E@Mi`Nd;OF&d~RV84B$uSG!S^cdnN@eb*O zbqdc9Xqi>9Kd;9=vBwx>ZxZ(v9vIzk)VDXoK6DQ-L<5EZ&T`EMCeO#YkYuQnd{oGu#RDaQ!AUL_f$EayY$Stahu z+ueEv#ZiGm^@UIRmLId$WNdlm=)$!(TzKS?nHg<|$s5eqrUku8^wJQRLqt>BnZ|$b zgnRKm6M=s<7}^tqx%bAWo>-SBCu83!ECBLRJg=Atc&u29>kl&@c^Hzj7+=?yb(Yo$ z{JRFX*Ez6{r^vLzsA)S~?hoJqsFEMJSqZ_5-Ox?kFPSM0KR|02`gN205#c9J6HXOV z4rGSbX_*6+-RRF^aTFp^rVVlVinVmt!Kymfab6t7SnqVGL&sA8%HjfnmrwjVt}a?J zMynlHlp%B|CHz@7R^S3VMCF z1o*V?l~!DM)v8LqejHw+G0x@;eTpB&8e}iCzjX zN;a{yoY-G|szJ|Yvg#tnA%*+gZU4=o943g9Z(29*$H&O@9Bs0Kbvs4YoXm)Mn}%&x z9Ozx}PAHQr{_A{dyxq`7r9i5jRpI+^fdt`GioFFELU$z+TQXsXg&O7)qQMsMeq&EN z>j^4yTkUoquWP0+h}WvH$DLdUOX~;YcvT&>Z==lXW^8(7VBhm@yOhCO7d^S?tYqH^QXgW-*hjuFtyU2R?QvFcL zL^<;%G{<_4I>o7w9jV+E{5|S-gRt#JH>c#~IPD(qH&9@fYlByMe#HU8-lHsC-m#W4 z7T#iAQdDYktKRN3cXS~hh+XKpp(J#TiRK&SQ$-qn?5@afeY$!ZuO7vRLB?sVSVy-A z_UBJ0p*fz93(tZ^%KVW9YcV!Z9v zBtw8vis4I#=Z$uy@i>M){){_|K8GD^UB?ry8bd;sC#+vL48sRr&Mk*)YoC1MTWi^D z9OgJ*99RhVo@JdkmyPqF*0{8H*)jijlSMT~5w&v-1$T$_3ce7i6BU%3-?5sus^QY&$Lvl(cD@-=Vl01eqs`!WuG)!P7OhUyug{rUNedX{7`bmwZvmk@PEIM=xR zhJ}Nz<3B@IM~{`}*T031n9RT7yhHt*B(vW$UT^baLJs!F^Ob7Q^Iy{-;mpEg;p%FN zBtHA!#U{&DeeYQBks{(`h-tLSmmCl-%Ik<|QnCc3x`)OPLk8Ax{P_83b1C%E&_=~n zYIg%g_W^pIr5z-Pg*RC3w6b&t>lu@@0%Vq-t1dfmWL!Ln$}TKmOdwAX zimf(IXoh$3gyD|X2A?QXQKx%9>M_bq%bzWbMb$>i{ zZu8mr$%6uqnddz=PDXJ-c0e0fVzN88Y>;v#j152TabK{uip}K>q%MUWI`E`S4u$V_ zjU{i~M8M6|$8)n3fP|}OpZ_T$Xd9&o?bNKNPwKtn!|vxC6Q_j!TvzI)(!ZJ3Rcn3Q z@>;^1{@H&cIE|pF`EE_Rg7HXM9My3#NJvBW9~m(nlS+Q{`fC*x5l~z7kM33HE07~R ze-@z_>AwkM-D46H%+y>Z|SUAO}kC+sgg;RPz$ARJuF7o+NNZ0TIQI zTRxIN?#~7i4e(YR2})}ty{~~=>c^Y(Ed`uBa}Gli^~~;n2d^tl`L08}9#ge@{_(nX zt`On+#X%15f~1}u+!-QDr!$G3ycn_S^&LdS84ob^qA4<+gv;RGmE@F<14a4eRdqa&GN~b)|DAM~;o1B5cL%4Bm-hxi?SNpQJ+f7`7Q@o^2=eK~q-(R>>8zOX^$KSq%{ zfhuj)_^p`B_4h2qQR7vgAG)&(nVp}wOib-_aqP$biroWCfJ2Z8hUJ%@uHKvngczZ* zQF9y^eWyOK)Mfznbytq6s+hxkaGlAvZS4MM!FN$XLQf9Iw9E3775COGCyiF*I_=B` z!a4Bp*J!+-A#F9yi?C#{psubJ6X0)w5>%}u)hU)5Jnf+9IoJVyym6aJHwDn|N2}vy*hU^Bb~(l8o7<*ahL3 zq=E0^h_*30B~Q<_1%kSAj3itP0u(kKFV=2n@7SF9e7S`pkTZNfHFAOKxu70geLKIV z7#8EkW11qHQr2y>|7qyAl)kra7c|Vv+}i>Aln=zWV7TFP?(dRW9|HQ@PU@ncdsKbr zoUvg~B}ZK6Jf<6%WRICu?r%~SVlvTG4c1vW4vj=KI{23KkH6}VGembQHg;j>O6h+^ zi$(|Y;R68~eMX;vu#z3o_>EoL*8#43aJ6i1EnG9{Jm)}t51EGy4iE4=oqYFhbRaH2 zPy60{ruqOz?i0!7E086#J3j6$0R?QTKU69e)sGb*vHNpLIV{EQcg@{@=cK9+i^a|r znmFH084W)()u_p#b@B}|t)o`z%txcG;3mCo12$SE%GDp%Ul_leEm1_ zt9&dj-D=d7g^3uxfKj(zLX)l6SBPP@f}|Zw1mhTz2RO!3FKOcADZ=3@x`#3Y<1O>u zx7 zWP*MsL$u}(rAH{+2Q626aJO9O@rK(9UqNB7K|5)ENu(udYN}u_A;zqg0~5C=Ods%u zB#xVPtCqEE?lm!oM(ae?gKVwHNXOkTUCR<;2TzSoRs`7-4n#=y1HIy)*Ku;?F0Gv? zXQ|6AS|TKyUFfx+M&aZiC~D2RrKC3UL0Pdbr!Id$?D9{#;?N$u3;_d`1Z1`eu* zZtcj0jt1+3--14U7Zz}}Pyz5G#&OFMrgmY2*?8m6g)gBZleq28Q^e3*o*7^ui)xyM zRXwt|Ze{0Sms~bcIAW*Pm$ae5NYr^qNOym=@$L=t-WM>T=Stdxq5IjI#7{F*u*f3D z|DJN;Dae2zC3scvyVNcPX6RbocoLHqez2yFZVi8PG-AEy5Zo3YsP`+p;&cqgW8zDf z6}r=%z2bt|;-9DzD=FN_n=#SieJ8dmN;pfb0d)XIgmp5 zpz&u+f}Qw3toGNM*8uW4`&fc@4H<_Xy4RaQeLgFBB#DqQqTyQ;fa*TASR0qciu#RH ziYkbVh!uqKH|g?u;ga4#pOz8z9t$AIho1<6rZ=K}1=77a@Ka8ckVB9(7E#MiL>V|` z^7h?p=>u$#>dpt&Se19VhG9E6_?ABnBp@6WW0dZ$bYlu;n*t@o%V}|7`-{^-eV2C{#?PMfXpW#N=Ky$B8>` zk$!^e)1-kJP8z_j3ENiNyZ5TrUJm}tGu_Tef zjjDgK-`|42UUnz@^*DdXR7JD7--lS$%GTEp9Pp(0=5fIgOUW^DAK-Co&&Tj2jOCFy zg_}{-P&1S=b(pTyeYn|~Hrx2(%pmr`2mk3lZhL74n5!v&Yz@~uLD)oVjbN|UNL$BK7#(S4$!8drE94n7Vh( z9NMl`@2-zcGlXbx-=T`vR$VCSG#M8;PnO+(!@7Cl;Dg~uWj943t&}g{rh*boGWwTp zx)B|{T8k2-%p7V4#$m^O5FM!d%fseS|G#f=>c7u;d}P_y@r>*$cnbcKL<{(by~%FB zfevUkN%d~JlrtEu-9uj;dSmA+*xW>kY9GA$dP)&fKe9;y`2WU%x6u&gVse?E#nhWj zn_Kb4fNA1=nxp$`*pq?rdM@Ruk4hTgCI>Yn9xDe0zlFn=5iltcBW_l+V($T3E8=pe zAalPXvAm;<7Kvk^uSfj+v>>4f3P*Wg6?kF4;epO)8><{ocQ@|z89Ij@vu9vk-%8L{ zOMQL&wy_u2>0(|422L@TK;k#r<5GEzBH&H|M|qKe^O9+PLxwQT#G_mytXI`aq#YXH zPxX6`Rx?a`DX|?ar@EbrJUfZ5dgT>oa5(bDr)>XT8J+Ew;;Wyo+e~DAb_F4BBVL&T znK+9<{;0|Ad*Bm3_mhq-Z)!AesG~-jvxyHjD82oprb5{jn;Bkf1dcs4R><4`2sM#% zLQuuLfRp4uxX|OZ!BaP}$?H~JJF^c)HrT9l4xhvV##t)V$JZ_hw>;Yp*q5dIu@WC~ z3BK@URu!%%YW`a30eohcgvwM@rIUf}mXT)fIEbl-Q@sNRvNEe*vsL1eA+X&>zWAAebzd(iF1^k>bf(fWD7wb|e;bnu zRW_CqP*d_>43|b|@p)up6sfSO#W^juaYG#03hKyrsweFLVq5m;9qQ^(x8mFGY|PBYhR1Z$5huFyrzD)=H}Iv$Tp+jTAYmwbG$ppa zzI&2GS9*G&MxanI)zdKwzSz^6IZK#Vq1%LRemC+Y7>Ml>-sm5FSB3uBi>&S$I9bh+ zhMhxYJcgz*FK_Ri9&n3>_2aVW3*v~<=%ad^=9(?@V|ZtL(Hor~C6&(e1#fP>;kcJJ z@r}rMPyZ9NjB){mEkt7kfDD4TM_l{us;7gJBl)HGI(D2=kZf=My)2l5`t2sG(G{svOfCUiso#6&q7|h-Ix|5 zIfXD!44BW2JlQWixZv|@nw#8OYOx}y{@u#;-q{p74ky(FZ-r2W?0vpa_dD~)--n6; ze?dU)`psQR1=c*)DC<<}hkp3COU%ES!}s{7q5A`$n&ZkQ^{(+84#Z-@T~-mynRfuo z13`+ID%y`?6C#%#Nrq2qdt>-D+42&f7*OmZBI8QzBt;Kz+~4))#21e|yvU{a{L}l}^V;8UxcUA-QP< zs*Oc-366vWg}~btl@55WiHSsW_jt}kuEa{%@H^m6g_xOP23cS9Bz8}5b&q4QBI9iO z4V$`}6n~Ullv09Z7{>QlL{#Llv*^Tnp}a3}P8 zu`ea!ir)LF5$A+dS(i{+*Gx#pP-$Ta6bbRcRxW>FU?MTB)|x;cv>GN5_6bi*xJc>4 z-Fim9p29}zJ++cTSiY#`7;BI!OHXa_dg{2k(VE%qN;Si_z9b`dA8Ibupx-Gr$UB*t zeWlrQJ6bBwX*#S1$6L80DCe`E8smM@KvEV9x${Ej@@(~H-jO-6E-*d5(uUGCYBdyA_AoMGp>~o(#XxcdSEa<4gDsJu#<-?6wvJczOe8m4!}v^IhBuM zbP8+;2xBO~trRET$l~DFVDdwqyHqW;fV#@%sZ5JYMn0*(F&6YwmAcmU0^^nLu(7vY?oKjHGQ8So;$@>~_N zdo7L2!Fcv1cFgKlr_b(JE0EgDMI1_9oKuJ10-zosJ^G~bPA?b>1E>P|3O=>dHj~C! zsf8bL>UQXwm3-;l%7u9SQwW|JYl1n_^m)3?%ee86Lcf;+&o1qkm-79-T7s7^;hiiI z`bcxbb+N(uyg5MTwh#SUE5U|8Kvc!VVtIEt^l639ZK%o9V36tKD(hCffIXA9?jx9x zclw$4NZ-S&p?_CpT{)`hHq^o&nZ?vIKR9K6!fyc^k+v(qK)$Dczj@OEb9Yy-@4^Z0 zONA03zGq`>6herB)Vhp7J7D9_EKGZ!861S*HdAb#XHD&l@{CMMNCC0-t^oOYA>w`z zQNevZ+ejvTRq`?$MCIj5PjoPC#5T-Kgl0=1VURZ1J(7jb2}9t_ESa>_667O`S}pWR zmrCQg;$M*rcy#ckehJ{`O^SHfg_|IsA?-;f#&f2r!z{Qu($o9zzQck*rQho_=Sec9 z5cUxHTu*hpbu`)wz{F5hZX3u&n}}N>;%#O}FoC06f4bKYwY_(o4>J65ua;bx`(F*W z0``76_rrU8@n~J`9z2K#h>6bE()Y!a;-M@SlYWg$CfJ^%_ovo8P}QCP^i0=Y*!X?9 zs#%c%i-0gR=e+2~uPD1|2qQ7!|E98gjfAs_^S@s6aGJQSTeCGJL^D{+at%wFKhJqh zBmmZ&zYZ8U6S_?L7y^x6Kq6k(h){4rVu1{YBO~OSfJ!^5r_kai=%MltlB}5BPrVor z3ol|@b=xg3m`ij${z3>049MS(dPQ;5QBL)J;30|z?@F+#V2q+_J`$UdX5~|(Cx~L7eD0AO zj3VT6(|XZ*?Yj~{5{Bi%1!x$O=iuwca~9eMC^n}DtqrzZEI`xl>@DVddMXI|w_2WQcK79MeDC98t8PcqURMg~&)l)_EHsVhA zQGV9Je{LkH*9J)wHvSTJsrHZk$coP(*!hfq8G(7A!NQ{U|14vW$Z}a!^!ouCRXP?_Tu1%}LY}RHaepbTw*rm#Kr6uEO%G+zp7iweauMv3Iu(x7Ar6DR zY>%zCr?ai#d|p7vo4>y_tWiFVMu5brgqJyLNEQjhWV|;-(|Rn&rXLP5;qWd5A~GA$ zGKqLYPEH0ajE#l}8^@Kw+#2lh3havBgaj04*bn|{CAXaa1@2kr{}yU%yM{kAFfeHL zC3dbf5Md3!Y5b5i>}bcdlm2du>7v?Q*2wRmLe}|q%7UQvGVmEr>qYFibzLbIp{*Y2 zd6RobBJ1lF5Q{lC9tbYZYp53ag^J3UIOrjfNY*(*pOy*f_t_3-4 z&ZfLDzvY#-pRpwY(ho3~hZMd4ivK!T?%ynHETph2Z^*cQDKok`hXG?I2i&xLo1xz^i zN?xR+)AU&zEnQ(WsC>!uE_7PHw3=mU$?@m$)$MJQ^}1dJf~h~)FYQGew>wH*I7GduAff_i6n^AGPfkqc8B3~ z-r6RAnOJg;g_3s8B0$L01j#Q{ClwGT(vp9Kk0S(LD74$$CUS@Y4vH-t+5+!`b)TJX zVSGl9+uG>Xuvx?wg!J5XTOEGaI_`Tgfmt!e%~Y-ArN9q<26JP-sp#z4j$W)o<6kEmqn%BM!t8H+#$nUr5k1$^1=1VN=;%Gd=aD2PZS`!s zXZd!GuQ`7&v?7A|xUrs^u)xSbYYuK$n*J}PUqD&>H-l5wD-l-MBL7rF<7#6=vdZyZ zfHYPu8^v&k=#ygiiIVa;C37KVY}8w@_8+*ShI9xp5Y+S@=O)pf)Xr09;S>;505RE) z1LfKuSfji4$I4QqO}uH8`xm!VsDOCuIG1~SYGB6*Z!v5zg6%xv*N#qoS#SD59*y~Y z*LO|(lg&mdMJ1&xLPB3x@~SDLve&CA&%?*6)L0~3M04=a(_v|7F5Muho7|*BcB@u@ zb8~sSqBdK3rWQw(PG!H@%#bqreg@dES9Vc0P8C^Y635Rc7|Sq!Igp1s z#_y=PW78UTAeH4ofW~=p%AgVfLDpE12-dLeAn5X}x1l?MiCIs+Jk93$kl7#aUWf#^ zHwtMPhXC44NU}?xIDy?E6}b0gTlw<275)cqEe|V?d1eO>7yc55e9oaO;HYZb-(d1h;NX z$IWeMXmAm@(Xao2H-bNzzi&lltkfKS%Tcj;x}OylB9J~L_v#hDeR<4_&aavy$|)5U zjGvY^y<DwHdgTJU ztq_av@or`XY9LGVM|wI3{)q<0NOSPt8`z5Ev~H09OOTQd2_bl$6W-vE+~O=dmaOaD zuNNNhP^;35)^BG9tT*byAwt9NWFe-^7ne_=InjE;@A&l6(HQ* ze!FmM=d+X6wl3tHFdsk5en~SLNT5uNnA)#|ys+r-Ew+fG6;h~XZsAANjxH_&D9jeI ztgP(tnj3jgR->M=&(=A&>Qf!#AZqTvd4>hH-^HXBST#?{q+WJTs^TBoG*hDuD|YWt z;!uDCLMdJ=H?+Pu2m`AczfH`j&{o+!`zzO;l=;v;e5*dmbxxK6F>YY0gHu<$*s|l4j-@H5byWr}J zu#g$XQFyeof~uwbnP?FJy_gt%l);syBdEdY!Dd)v=itT%y9BiHaA>u%za%Foo1OlF zbJL&J5HD%nb^td5ZmfFakU3x4Z#E$&rZ(z{Zqs|o$Ez1&M!nSszJ5*SWz)*8y55{G zCh#;>&$^^UQ#Oa0_xYO=P3t#|A0D~A>fMMKGsq)<@b%vbvUa`mUeC_>Mtk?6*n;T7 z)Lbfxa?>6ikD>2#$7wlcMXuD|ZZS4D`zwbyCfegIX-{}V{qQqVmjAqY=T}~l@qyK( z{-xnEI~H!0*t@LW+wI(;moIX@d;cu5w97SH>v(RGm903ca~Zq#G*v!+qCSEB_+s3j zr>!ZJt`f^8R@S%?k}xQ}anM9NwLz73fN6@W^bES99d44$XKK>zUpaY8@?Kmo<;qa+x^5{qdl~yV zjsmE6{3(6aey(B@zQ!LhAv2rZ!pD}o`)dJPvt(E-v>7<<6n`<-pY1n-8L|4tQFQ@f{>5PB>)tlba0NHqf(c31@mT$^RYYaH=G_^6HyaH#;vZb)tS@l*Em{x&I9r zqvlRF>KAsG`fY~`{3%$3sOjjMkM~was$6fu5Adws4ZK?S%FF-r#-x+w4-C@VP*Ep2SZV zNlae8yuMM7lY*ku?Y55ZsA~@@PH z!a{d0WLcp<_OxM8$h)$CNY#0JRPl-OlO=|~cZN=KCCWYqmYnrj^?ga(CpS1n_wfAF zOQeznn3eqc^CTqgdp-&Z=kWusX)tFXEC^l34Ol1H>2K}^z9-iyQ9v`Fzw1#@ckAGR zFNW_&+Va8)i|8}y17npssk{xW-RgwM5S`@bXPAu$9KrE}%Tkn5RP2#3GkgemsEWwV z$*FK%(aKwxot-T#`AlLb`+FqA_z58g$7zwRkLKKhgLq|tP_-)Q2hVmMkLyy;l>~=|_Q&Xi#c#MtEY&DKa$i9}X*}E1` zup6)-x~XY#;l!q2E9?E+to>igs;8TA$ z{$T~HE$$%d_D5|>tOwq~5ODWJ$HgqI+;`93si&*(!SyU;Ki(G3CQd3&&WSi&EfybB zmGZRoqNkk=#=bC3;-IT}{sw6d&F_M*aU3PYl-I9KCpkRrvKlFmX%}WXJ$;D~ zBXVmRn-p(7X};Q0!1YY}*$a~}e-YjPL)u%1RoMma!W$J)LQqs%L|RE{BoqWB1PSRz z8l=0WRHUT4OS-#D8UzXH?(ROb-`_dc`M&G={`>sz^>y!OKWojJx#ymHW-T%KmB0$` z2BFuY7KnyWA;I>>XrbrKjAm?XthudiI!wq!{zZQMRWu|gk8SY<5Iec9GxUp{tGK1r zXaxr?Y4$%cPgKG7sbc1h(yb7NZq5Bku7&!KfIo*q6=- zwA{SJ4K&&ppD4$9n{M;&5Md7X|@1%2i zQA73i)Y#TI-o!*vgwk2N4EtNthPOIR*WA~PeQDD?CcO5AyM7eulyiC^&HrtN$cInj zjY=vigT?xNChd@zi^0UmPrRDaE17txk zo%Sg;C^X(H*PH%v`r|-VJLDRCE=tU#VJVV-lA|Cs{j>ZGN~!*L(ysqq`4}n{jgAYN zGf6~QE|2Ed6Eg0GFJ2yRo7k=0dh{GWL8{|j(slF|g+7JsbTJ=`a&LobOmkC%(((8? zAOG7+cgfYAvaVBtH^_%bzq>)x>9w%%YOvnk!6S~u*~$?Wf!?}<)qJ{|pYS8k!oov8 z-eaj}n>dCA&9y3fG{LRu?C{LgUsz*mF8+4)H-0IKJx7Xw#{qP!HMbOECKUEhsE

    Ps|Bs_tYCP~-K113~sk;N3{t;Q9E} z25kV!`WrIn}}Rvw=F#+l}5BXZ!oh)3oO;xc!;IyXSeYN&}?sx!h=oF`Y`y z)1Ty-zgP&A`atug3r%)9`zl2auDka7{V|FErahP|PoId8&?DPB0{H1}14f7Rj>dg! zD%Z-V<=V~eSk_8^y?3l;t=0cVO_JNmcGW&kH2a&aMzqxHeR)26;o!12k{jc?V5S&( zRp;SxrhmQl@oM$71hjOok~Ks=zwSrG=Eh{p6)~$%19oi zgbz2~imYD)Q&PX?yRU|2TWr_6RPI-=rEAoBzBxtRKs!@+JDBdYy$b6JULoJ8uOOAh zmAyTLAEd8Ph;(9^=(T}{qXk+N6cqSJ$iwR>kNX|RTOz}AyMDyX$-%>K*|hH3i3Gu$ zebimnB<$e3cfqru->DQq4zEs9x7M&(GVZglR@ERYHA$Ngi%BiHvW;a5SQ!nm#n(;8 z|IRi10{iWmz}VZKccc}Ea|W)*3&?mbSxrtvrZ2}!EfoYuK1&itn02pBWf#6IeReTz zewM!}OJsL6kG|jlW@(5x7ryU2+W|zxRxa_W{vUM~?_}uoa;M1e{rNJ3>Zk;=% zk!}97ZCIlvqV=vjuzeC^zckoCNz^iz?3j7@ecZac6o>z4T`G53`$9-ULc+YX*X5@H zyi{`H!w%(!;NW1@N=wxK>&90uXRPIB)9lY>v*mM>?+AsGwFfrWU$2cUn*O=fWR@e4 zl({Y);TV6oUQPeNtZ@8TIQuVdO9M^Z*Lkves3ny7u-%;Hl#0c!_fw+>YK3C;j-%fQ zmTvs@s>4;yE_L2;Ud_LakIp16g)fUcM=trV=5-L!XRNIwjmIcPkm?BV@I;|~2vt_P zn<$SF@G;t_7mu^zZ2%m`{X0r%hwi}^Ml$WYc$l-@yt-sX_u1f?w-?$7@sFtC4UcswhYRrhfI}L=sL>lrD_c-j#;{TT zplPO$pKSg537c`#me(SJ_1IKWH=+~UncoS+N!|47c_D2ftYYl4n{)h0sQuK`K0CtG z2s1g&O}z6}XrGFI1=N5AfezTzjjH!Yt8Lmnvb&_{su)=T5z9FxBDyV9d|mq)#} zUBgk%ZnlpQlh5s%dz-eBwpNWcJ2&KuSJl&Ap|@s_Yb@ISGc~IGtNk|a{>kXMrfGQn z^-8LK`hG`}6vAbXMz$WDJ&l+UAJz{XAu{7LDA-h0e-o|xo{~lmSLiyeu-UQ^Voe=Q z)e!A5m|lz{&cYibqHEs5o`x3FMr=D>?kr=gN>=>v3&U{9K6c5phadXY_alYp>rbCj zXvFXsn+kQ#Hun~1nG$ZCb%b}p+s${L4@Mi@HAkQEv?VRrYZ3cZEuZn-_)+Kha{W4< z=Crp9;vjFBh!ibB65+<=qhfLsz>&8_Tn}Kfi3l? zYPqnb&nxA%0gX|lQqIiJc=}iN+?<@xWj7o6lTQg&vPVh*$3Q6W-Gc_DV!hd!pn5|N zFMGN5!<)v2e{QM9T)f-!|8zloap&l+>&n)&(^&MlOk>s!ju11MUhZo($cg;VBRccK z?wVuL1pW7-XwnpSXWUV4np;`D_+I`%cj9k$fm^++(~jneSoNL${I%VueJhK;Az`?Z z@{*?v`Jr=*xr~F%1?1|s>Z2;7UH?V)??Oq~H-fk5r9+4Fyt^fKc2OeSF*fQS+x=Up_noF=t$)b%4-w4jft#jJ{RTS2Pqop zso-dc>Ar6h46Tcftk#$D6I5YxquS1uF6BQmehGI;3;fm~lQzmx$isOkwt)z#Qd>{woJx{M(@3rolciC z&--A~m)twa8TqwwL9u_tjB(x(I5$n zg(of%RVBfGT}t4-N}n;9Cs3{ZO%TkZA_9Ps+-S+&pCO0ilAmGz>Sk-lpKtQ6xdqH! zE(d1m3?a1j60;|N=TV=?S_;1;wY>;B7Mxm6qhjp%Y7bAO^g(`sV)<5YnW?{8q6a&Q z=}y^kFUzj7vpMtrQBTUOK9-WTxwOX*Wd*U|=-^JcT%g~mglBMvAPPVw+1qc=?k3uA zP*ODw=bo9eu(Uo(phQ?_4WYims8-GI8q$>+PhkhgNX5nyhUe<&!H`{L&bxa?-nxHw zG(u2qNM}K7al(D_cpUK%e$6uu-DfDy%W-!72CNdXoCD@`l$72U^KG+pb6;|E>7l^1 zv<6~Iyi|LG7>@M>l#){Kj0igF$z%Nsl8dZmX+}uNTG8Bwfi<=X$b;J?zlPf|?RFi99N`Qjy$ML% zc3bgIXMIT(i}kQx*=;TCEp`E&kR6%)5c>tgy}C>JdbM(f4e`4-O{oBgnwMMk6`phO zvBfKt*LDuZ#OqzRUK+eFvA(m>u=k{E*Y051Xzn9-{zi9BT=DOI-Gx`-7#4W=MXq-c zm!4-VIlW8{TmP-7+%MdQ@p3a3xchjFXT5SQ<9!bOK;-8o`|}rJi}Gsa<-x-WIfx`*pIDtYkt=B?wxo;Ut=I(o*lb` zjGtDN&nxBT=6gv8Q^c@Y39%#}OTJYLoRja&J#YIN9wnS_=5#;ifjHZUk@Li&j>P-# zpR!D0Z{|G0)^3?Y5!!n7k9SZIPRhLRJ(6dT!1nGQ9_milxd@S@+uz|PQLRAK zU!jj&JAK+-&zB&Z{K@^qCUZs(#h7K?WJGuE<>^X;h`XzcCY~`Kpx)i0<76KdtY6h1 z^^JiBq_y2A!0m{4I}Z98{L`2xq)cKiu**%;_;Z&6Z+%loC+$cP9O}0g zFG}A(%vQ)>+L>*>fTHbKuNp*n$n=OwNc;n;tE;URJHu4BqoSk5jEsJ1@$>Q3HOxK2 zUi!y2T8uX3yx&{+u((SzT;QEI&V0cR?&Q+`sf}Os`OfBxGJRLy(-W?fB(?#X*d`NqV!ehOH!_3S) zl&yd*D=RDU{{2{`6*Z~L!Tt2~^or{0knr%fT$S=4dDV`G&!0SbQaNS!uf!1Q-~{S; z45~B>(O;d?GMbYFcP{qL=Wp9P3F2fa$Wc0Fu3WM zj0hgW28;cYi9+705I)}?hE@M4e}60n1_qz`6p=tZsBv<>dZlA#)&~`GDWHM;i8vSnf`s@~YwnN> zgNyM@AwO6{O-eem`ZYz(InFsSQSOj8S%1j8UcAwv8|%;O7voP9o_^}a13ZI(?ntKz zNl_TYz=i{oK`xhhR_T$H71AM6{TIt3`H5g%(r>}KG+mKW1?$a!VQ~M%V6qSf4-b!` z-La!~^4o8Io=Jja&jhZ!r@ii;!M3tGg2XQb2Qa8?9SrFUEBi9c(Kq>5_4j+w`c;tsXcuj52h#o*`F0EuGWb zdw*Hu#t`=DryiiNl!a|Og3l-q0|W8Y`>EZisLsOc_ZAzwFjxs&X|M6#4YtWN7TzeG zFj}lQ+Wz;uw5H^cvdV3c1cL>mb1XDu0qHoSsO~1x4CwXwq=_Gn%ceJ!nL^{8>*jRA z9KWXSCmJe3-1uL|5AVs}Q;bq3P|FY1ZoEQ8lwcV6`lVsq3%@6%3Jf_;@+aCb&)08P zcUCi)bbMT$=H6cJyZK^!MiFdOm-yP{)!k?~p>Bg)H1P3WM3~S!oilDNA9vO3=xMiw ze2j1DIqGfcL;58pO87Cs>?ZEZ@q=c8glVL=_PQ9)F7fm)yF@r%C4aEa{}ZQG>JyyQ z^}F!gZq~yaQG#XQS0BPJ8D8`j%7=Hz-jgM_jFpP>uaL9gIvyZ2H11#wCOFv&+|W>A zr)K62K8rteNNFXaNTb#=(@MxaKZcZNSU3+gQU7l|P-HskY%l(G0!F~03@Sl9IKQH0PpizQ6!jZBT{a$D0#e$pzt5viMlIZ*1&mZ?oIPj z3;H?2yU2G$0-;e#iWQZst5XsFdKgc(s&Ml4o5yXehT21A;Vafh?sxsE`pX1VAdyR~ zaXIBtn5_tQzG;=qwP@0{Sj7{IH1EfvH)y_3&b69v;B&rOFUON1v*$8?A_Z zQTj8KNri_AI(kB5D*jc>tw&x~LUBkTFeEw{osfxxt-Yu1J(cTY*u1T0Degjre^w9Z zT@gC%O@aJPZT>sZbTG^u9b9is%|#vsbiaM>sc}n2n~t%bxVsJ_or>%FTK8X>A?rmA zS-GeWt55qHF$0N7!FJ?4n>+*227U#?NYm_~2Gf*JaQ$^%E{t{g zzzmThy!thVJyLMM7h=nT=Mm}5r`5OG%FnI>t~iysmmKSb&>o}UsPaW7TE5{_>iEyV zTWTp#9=1Xlz5Gs!5D8eR_JrD@<)vQ17WC6ZMKWjf5dW%@r(~ymtbwL6VKQM^JDnS< z;w9{LqrX;)$((&{m6} zFlDwq^%){;0y2?Pk#lByC1JVP8KCrIk|Dcm+x$Ny3PdBs)V|0q^OCqp{=FklZD%<_ zQx_G=fNA4+_WXGy$T)Fq+S~PBgNm8{K1(hEiX@6+wDOWeJxihfJ5i}d;J`kIRZI6) zsowwl7MZhM0PO!RB)_gvZ5tHp5F_=V%95VeN31u@zIt;Uk*b$2)0&2U^!VtwRs#~_ z4WimWdi}DQ&+GB|#>n+36033-3a)m*9nSk}hKAZ0(9#-P>4K^MLVu|=!8arg7m1m< zPNaLO+~^%3Rr#Dgk^0N{BLrUEIejpeXV^ax-=CEOncwf5McW;R5rZ9jL(`zuF7263g1>7&#>$|C)%Lj za41>}QI)C*C=O$B4RAe;ZaD4Sd~u5rBmFAlurl771VV(W!X0Fu<%J|`-))YgWk?Ci zW9P~in>Emd^?Jk&BsO+-qq|XGJNHaS0M5KFy%g<|Xm0$20v2L;i3=aydjsiDYLW7F z=nWPtk_aP-8#5ixrG930wM-9?s#uMmPl?dB4)XK#O79On&IR_sw;@>BjRR-agZFLHkk19j{~Dim?hUT|JxWbKo3^e%AB-JzG(@ zEU;~DpUPlr25l0V*dy?!!JPIulJU2!tn9B{m{z&(xifgEnHQMh?_-I2N=MbKZW$V}Do zd}jabpq`M_mAD;UhYV40;y?Y8fGh#&3zWDX*`B}`yv-t~cTeu8*SOcwaklxMKfRE5 z$r!9VAVegzF(>P`gtZ-?Vbu^a(b_+N zdW@X;FZa?Y8)x;LEi!jxq10eoqt*Wz(4D-9E9#HsYuUyN0|){;)<~Z-?Yg60qF^GutmU?c~rZS0E=v9w}RlG?$5s%NRz>X z4K2{(gjuL=^?ZYfLE-oQbhcB>G6!L|UbU@a^vCv}tx`ltta@=mW?(383P8g&`ne$1icEAkv9-vMuj{#K95dB@{Q z!#%HWYq``-QpZ&9eL^DNXwU zMMXs={avd07ut`s>aP`?ish2^o6Bgv-OD%o3$;a_SIhOX2Nz4Oeyt;UFQ9w_97Dxe z)gznVbIi%1bDd!?CaP?*D+KQg@K8afy}Pp${LVBAknIFjg-|2FC4yuY)!(L z9Sbje!|En_FeMAiV9-Tn#qZG&h|UWvMo}YW8TvUY7tD`L6*U&Qdxd+ z>+8fTIqSSgQ*8q<7=edaqKH<(SC+Q|NCwSd_Lqjx>VLJ&xx3rcKROwJkS{LpoikYd zU7*|yL6c_9+}l3K%hxw$zyOo+#fukTzI-`>D^vVC{qdQhy{7g zg1zfWK0Q&<1sD?8DotOazkzf}DCM=WD- z7vypG@$tWUd!yFX)pbX)wD(up9k&eMzklC=m9RJNmA*AL2L}fv*>~>TnSqXhr%#`{ z!z=TDAQqzqbu|Hu8G#?9JyxVEyzF+mhzI}De!KP{s~1k1 zU-wO#CyHX|AY^k@$@VViuX(ex#(`r0YfF|>g^Q?jEi_1^q1h`liT4ZR zl01ZI55Zx#?oAErohE#B1cCV5PMFr3;tIyc>YebEL61~&ec`aPys=8FP^V`Do2#LL;_c0zDve*VgB+PRMRlpeM*$wku%YDeG6w59(cGtyV(_P6g(#@iAR zS;d@(i@$rPIosq-r(P2|+w6PuL!q`1X!?Zh?d|KP^PNxk5UJ_uaIsV*s5Wj=8-n0X zr@)O!Z08IGMTY;bcA8#-lO2HVyENJ&z?Q|`t>W!|KndqicH~Vx8CE!^3RjnlT|jD z1TS06O@0TF2~RdC=Z5$9e_&9r`R%k_>swyVVOD?1{^re_w<03^G8Y10e`XDpA;4ZD zph3Xm?7%Q5C&%DV>fPE<+D!O zL%8#U|N0^Xd^=HqlamvR^~whjEqBJ4)rkU!s#Il7Tddd9IpTDe>@PV3 zgBEMZ~_%duUrCLRsg7`3yuChhm&;k zH7MVJ*Vehdx@7%4QNh{7FuS~HD! zfFimvkA=Vf>HYKPr-HhJcZ7y30R*>bcGJ#M;}K4WJ>-SK&F$^JQ7rl|^?Ql0F7~CC zdSW8xU9`2e--(Knv9X1DqG170jsETV|8w>2}ndv=MyF%k5i5Q{t{kB zyGQ&Rx;c=|6^dmh1h5p)+!6Bq(F-`-P4L(b&}A!?7)X1#ssTMBnDrj9{Rj^a&AqtT z)oU$D(D$8`6g34!%ZGIMwv)57BC}~eQN(s|RF>K0;OgrXkFt>FNCJxoA{Zi6Xj1Hi zV@@v?A7fzC-I}TN>6_JE{-~;jAq{Las_G{Wlo=X%e0M*z6SmGZoS!hsYK9bH|a!?nLK zuo(f)0PfA)y*QZ<{LX6nL5uRPv#i2i7}x7?om0t+OoV;n}LPi%|UeC_Sw zj<{G}r*Jr1boBIouZYQ7be`o;lfeCdoSdAY-|D9;X>sY@!A;G#e8crw*w*TadsQyM zhnYLLs&M&R87Hxg#p-nag6%oyM@`jc3*n9g$<-CO!fqu5MyUSJ+W_@N3u)gh)tQh+7p25GF*xM#5x%kn+bL zu8$OhD*eWd8$WtS@-;|dLsRZM{$HYL*j1DVyf`TS0<1q$gWg%B22H zYppEHgtOKIS)GR>>uEd#vN(z(ls!b{uEerfZuGZv#ooXmQ|mMZoBsj_7Z(N@Y?-p& zFX@*>4`=kXT5f0(xIgZQp9*prm(>r2p3-A19DM~m+FU^X*pJ#T7-!M_hoJ&xVh~IE z=EZ4gaMw4TR>x0DA)JBvRsyxNczc@oj^zrZV z*bbPZ0OSW1TGuKN3|t$i}T1TA=KFH4!Byl3|TG%^5pxSe~^i9|D+0S)(dbQO6%LtS8>pHHK2jj=r?Vkh15O=4nKi{_g$% z8;H{Po!4FLbs?J<4N6g2cF!RQ!bQE39uw;pKMx(It6#qn{qyVNi{|4L*xj%f3VK@; zm8XREQIz?POJPAEm1j2@MZ5;*WH?d5yuaM%_Eq@~kYy9(e85?6-9B3oCPeSq@Rsx*g;+TE{TXYLwJ@T6Hk$h5c z8^oOE4J)efze!%%roQpKjl^P5_d@p5b@%k_n~aSY>tpNp#wNl2g_Yq^Tvq8?XSvDN z^(`NHVwrW?aNxV;A z80sLqGJ_Go#1eIOkFoh)8K2`O5C$fskOFhj`ZynlG78)&D89*=m~b#KFq~anqF6-g zL$xJypZ-5^FzNp{4yOBm;b5g)n+Y`h4-V=zNuh5199otEEfc{XNOs=Z+gHq9Ks?6hG=DlZ zHKnMcB3rEY9zxza&vvE5z8<(T#Y#&`DAa2~025x$SF84^tgIYxK}=Yzu8S&zdO3T;6A%aCcFq1hvzp!8 zAbSIxhi+$g?3+1&& z-L5Y=rd^InpkJ8$*|QtaXbd+Yk5=0;YQR)3_(3($Iwm~%7tpWsP9s{5V&NCqc#EqG zhjdUTPb+FTZL$F_Y6k_qM^+YXim?AnZnvdw0yu*WARr$tF~mhGGUDu}99HssPIl+V z%FRfTGJw%SorBHs2#~t(L8k;t(9fR&U@2oY4lK|)1GhjX=&kf85%btHwV&q#_Vu`l zRs>?p+t^RKWufq@Fpmu>(ZFhlp#V9E=Ht~L1T3MY zrKNxeIYJ#)(<0}S;Eb=L^`nmZdC-#~~U>ZPQnenCx5eb~b>jUNCJNxUbPYjDL8exa_8P70_kA0`4; z`wJ!VeG+~3LrnOMpupf7M*XlplFz|CT&yp}rrq+DxNG^aI;G_D(iK0=mJ(-IlR?#8 z;b8DoOUC6Uce$(tx@!cwTT8^!{N~Bi|6&x5%j^-0;a%6f4@YTJ}D`w z2KLWnx-RY}+P$5lakKrc>TTo~@bL0l)z~48Wovq}+HNpQmb%$hS(#9bb~sPXnDYpb zFO&Vw%!TV+PDp3@`1npvPVfUh=Bty4h=@qWaU-EP%Fh0N3gk~dFTsU}GHS#_zPIdX zW^8N>?$}`T_~3v-m> zU`wp#TJF|eUpb|$qrnM;hCyKy6FL^X?nG!JVFe60ZSj}_xF<+y&@bwAJt*97#NBHP z^fewqJgiz8%$k+=WIk-e@7$;^2t0OkB6YX>S0_jrA=ZkUgJW08yJ?%ZTtd}GE~Asa zaODd<9xwXda~{95Kyl#XK-1Jtc9XIhS?K^ul(_5mty}oQ!naXTEoK@}AS(&kzGV*P zlbV`}Z$tDVt$)?}0(_gWTMnp8kkk(JmMnser9x*3omy2WNGccY%@hK2k(nfmVZ{eN6OcY zr{N4>0qe)@UEaeXS?IX;^}}O)Ku9PC*#hh~OVt#h>V}5b2$0RH+_-rY31G;`$WFhr zFdiKpQBY9<_kzh!?mnxegocKevd3XI#VR%>bOjjgWRnBx~Tu(r+}3L7{S##6}=nCNMnSi15?uQd7m{NpdLu&_q}3g=;~gCx$BZWlaD5@1_xRCDu>sG zbHzV>N*!PZ8xZ`0nAzBnaCWX4D6Cmv-KzkJo@#};2eiE5E2EH;lUKrlf|&w+hw7z9 zf9K{}{l*?lw!a5NfNVzv8-#GOtf;p=RcpOH6-OrMgTQ}q;Z)BDWZb8z8VBf`LeG`& zn#=L6_W*9{58wi%_)b1oS=X9@x~!~BB9h62RyN%nhJrY^Mn%9o1_cMd0jA+_ZBogW z)wqAKHenX_Wo1xgIKd77CnDU!(2&Ulp9VGZ)9ZS5Ys`&z+eUWj)|{kv@u5E+Lc4&D zXar?s^zU+ioMRnB!;TmEHBI1Pe^gd-LD*S@PDNxlA;2G8pdle&X3_8c)Emo%w8QQg z4#svT;IkpTX|LRX{&t}tWqheOu z3L-+FwG#FF;^lG_gMs=1P%JJP&(o1C4sov09gj;*60)q8qBxA;c zHZ+;8YyHjEPX>sHwcx`$`}(Ay(n71Dp>YU)oTztutXSl4j*_gBvhpu5$ZR;z3!HZ- z)^&l800cV(D*7S#aahL$e9jfpl{q6T11Wz2-h70-!|DekH@9+BWMn2_&tKp@v%!ip zfql@`(nS*A>G*B|M&8-lDun!%0C+RO9%<7opI8^TUOL(w zC$#5yJX6|Zai`8u#0c;pROUH7{rmR`d}^oX=TLNFSzKMs zay;6|g00fa)Q1rWVY#`vmR44>&<{=7qs}9{caR9{%w6|HxRg^W~RfVRBJXkxbb0k1~w)7e!+4 z-Z44$l~22>*sS!Esn98X!g&Y&jJM%nvgw_(GY`aj5Hf0+nYmqKh(VcYXWujQVFT4| zDkrAORSJ;N#Lq@$mUOc|(|N|s#+(Myqp|qx2gwC#sj22jq~$RAwqx&)IOBa%(mv`0 zXPJqluQ$xMCb%Gc{)S%J&qG)$KOqE4XUR~4_Yi^v#ELFtWILe!a@+1rkOQKtV0Zpn z{0iZSo%lr@flK(FiNdYV)HQ&^u1?gav!QQ5>L)+h+W>Vyz!w)6PaNGnX`s3^SZTS4 z4(r7Yd(TkVLApYX>UQ{7!Rq~0%VkHis_u|Kk@-r$+pDYbq^5i6<#(Ff-&~s?p2@DC zo&*Lm4@BZ@;7Z)g{}QwE@s4yACpY&VAl%1x_;dF+C#xd>xyx2s>ZZ^-i6u8QG&o~F zf4~)TtKf%n177&{l6Sc(Q-?3gr7^mc3-Awf>;5L~pQwtz3wF?i&4aV0yJZ)^T@5s$AZxy}>$kl9K#fprM+;goyrq!2a*d{`j zrRNIC-@nrRDg$uGt%LNn?>D)lo%txAKFxHtdFKfSWP1#vje}SUO5%QuivMvpgoY?| zg2Oo;wNBULyHnVIN0@6{6;8NTB2LHbv`D`hejBpQ?^&l;kI4J4z#94!7T~L&XQ58< zk@e03KGcdNm&M|+)?b(9kH$aZRrt`GPRuZjT5nK}r0B$Miz2$dMyP+e9{%HVmY}_D z6(14f`UScl#Ashy6R5tg5##N1l(Thk9_d2rT3aqfNi_%x-1wnpoyLI9oftcO>Y5o+XYGS1S8I2c>GPwU#fN-tQR1VecTLqZ!-XTJAq^dSqzg+MT ze6)M0j7xtxd@x^*QNKH!S8iTp+0@znOHt=hatWyE9qROYW1}{sA%Yc{j=3mEMbnB^9Fr^W;Fbe-$wj(m#W%ZhS=vA|GTM`ZVKp00{c5#(P_vhf^v9A0-b# z>c?*4h8(8@LwqtbX_}c;R8*SFWWINIOPH9N`UhZ;z10eS+#o~8f@{0wWwU-2GgiBg zaga9Yv9Zx+z%e3gj(`rp{n?+bW>mVIm(A898G)0T zn}C)fBx-?V9cGc>H7fw^_CORvlQ!+4^%hJLNE|dwTyrGOCYf!WA^j@;O=svh1%WT^ zbgS72ThKU}e#+h39wGKdMrOCByp-+XkWLY>MT?%;e2D_y=$u?!1P^%n?a&ec?gNbs z6+aZ{bEaZu4u;!qaEOV!!4*gXc$VTldm>W4R& ztHLqma;ygV7>c>2r8ZEJbK&o?0SM4H7S39ORCB zI6gTnU@fJ9PE2lV)??#<%Hf*Glt**32CS$f;FzP3RpBT@Yv4nSpo|Rj=?vaIg^1+$ z?b}@_$I%8bdE*3;rhl7hqD6{qEe{J%u~F_yaU)au#U26_8K21Lg-(VqPkUx{q5@j95E8yocR)H7V`*l*4j{qwcYfoumE;Q)sel$6kInS0>` zeyee{3oWUiZhfPS5cddu2x7IfW08c5(+#0<-DfwAkMxl(wLkJ+MXUdH6x~BM9NrFo6R59JJ6Y(bhSKmre>NE|kyL7|O(pU-gKMUAr*ID}%vMMe z!Df=!Tzr5k_z(BNP*BAX=T+S)2Z$+Z#*frMj}lI+f&6-ucQ;N(#iV@IYY#-9B94}| z6jh?-v%5howzy5?wm-GWF;dn4%94)fuh9}Hc;-c;1^oHfl< zXpI}o)stkyPn$9dJuTaRL26kZ)TzUCj9_M)cxFp&0a zSP!*AyY|1J^vDp!8IuO}CR)>SLWoBvv`L0b*sZaFMH|3j(jN6{-U zdkJ7mLck?GG{yu#4_9e_Y$a^=yn}(!JTOpL(M*E_;A5$JyY9sn(^~?vyE8hPqf94D zG1s4R{|4Htztb&&tBeQk?xkjf`;F?1`g(qh$8?^sAyn zikkb`6X`XqufKS(-3Iw9B`z<9^cP?`iPYg~4S@SsMge?d>W0a{Y(q`pnEm|33tKM+ zL`a#Tf+!(jc|8dI_?$4wYXJ4*ts=e{;H7pa?WW<}3qj|TA5Q>8=is2A1{iZGx3Ep$ z`2>!6L7KQ$Z|t@0MqdiSR6O>-S}DPN9~iDs483XG3Tr-Ha9o#Sel!^ zP8q;Il7j3hE{=r%@&FecN_$h&7bu0|+o1Hp=0F9d*kWE-5aXl0JtqRBE*XH$p(qX= zaxiV5zXzE+Y{&gAI%q^AompM|=I4h2H8yhaz$5lRL$@7mj;{jR({fcR8mq7%hpeI* zD%Fq!F&Pijy?pr+b9uQhK?>&P6c!dXLYaCw-l;b;@3_i#lMsuL6`3~DY19!zj`?3n z^AE?fl&{k z{gG1IG;=kU6so7;bLzafr_f>o?N%_(BzXDqZB%$<c&)U47gKft)^R$gPcNQ1U9b|FzZ&Q zsjc0FWO0ziboe}!u$LDjG>j&V)WvVq@tP2DP+c|1wkYpv-aXjwOLV&>a&txVok&6b4*}@C z^Mi(B=#}r>cTMgtF73JeTU~CU#8E!cWxMuCb$FV8*%HlpFj5^d2CV9S)dbAh5ZQuBl$q&F9uOT9^tUhEy$rCGpb9#@m~E``T`Pc zX2-f6_3JC>W!c(tu)Tg<0(=&;&6=DKHmM}&ZwyBANX+U^sS-fuoYW1Ovf*SE8&pY< z-&;QA=!aCijMu^hEd!X-M8a+Tl$G@%yf9EefDN9pvJQRN%FeHA8X1Xzgoq%Z6|yfl zU(hlIk3&v{feueC9i0%UgM5#G3G582LCXlCq!2?*u|ziGhMnSRiyJ4Ks57m?jC*3m z3g+cDjCC`hOic&U3)>k<#Am8imyvOyARiAR7QmzvlZW-BP^Q47S470e#}h;4eB_*p zni_bPs7-sQL==_2gGsdn@mxpy`|}GOA=s+e?$Enc1R*vhyabRefTnk1Vom@4MI&vg z(rVcfv^$_U>-hbfi96wu)BaKq0jt4>G7o%YkOt#Xt+KvrW@ZLkfX}S$HNY|mtO+rn zbL7E+wd>g`HS};BK9qHxqoa|RmxuO2I6s9&KPy#*W`l1P+%jVS%%yQ*^Wo5_r*eC>n6~#Te{n(2hV>o-?O8(K!qN-3SV#<3uC_) z*4D&KOiaq=p}fP@VRsm;@JsF+luz!PnQaqKFTa_nbBTd%9RNpbvJBh+m)#aIAVy>r zQWs7LbgTh}d;()+--D`vY`3VO;3)-#7kHOl$aM*{Z)U2LGk~QpA#Dog)FHVkXhf~g&zTvH4eDIIEY@oO#-ZY z>uh;=y8nnC0pb9~KMr?YJkPX261w!;i$>`Qh1>I-BJU267s6(w=zy(~)6xBCX?ZJn zqY^d=W;gwt~`$)VF0b%BU_@9~i`4D|o@H}bo zN;N=FLc`=XFi28BHXwCFK*DekcLDtkZjT4JS7BYLSk5=_lStQG{wuzRzcwp#2!Xcp zv5OHszRe?A=ogJ(bMdC}ytuqXA~~o!Le&VG7aL|8J)@X)Zo^mV0|BjCZR-!kw0NX@ zt#Tt3hVQhnvC&1+mr%h$7^47M2Z>tKN@PL;DR65Uz_f#m=TC+dDXa~r;{gq_-UXu( zpD{57fenJB?=7g;kQF!xTs^zIK*9ojhMd8PJjOda<{(f+;IkUwfP0;VI@3ICbd6aJ z6cLcRBFM>#L0xj*=1}h_8O{0)Qb*ZRqmMvRifC&;1LEl!)SpytR6wEZU%6RAVE!+h zz<1w#ALHR=AV7AcFmo&^CN8sV7RR`Aj=ozVDk&)sMZo7=T$LaOFo22&RB###klq?K zb97WO#S)4DAHdw$H`-fTGGS;dEhL$!nNYn2jSq-DBaJ4jN{dQLsXH$iDpCEHpcNCni3HD!`9~1Pu#c*+eKjA;nS9%PVc+`!gFULW2e6 zyF3_#(xlw)bvxgS%Wy+Yz@HcG&CQ-b;qvahG@w+1!pr}v?b^ek%-b-1*`it&i4toq z4bnj;YaL1s8Hb1|WOUNfkRmD~*(8-iF%?$C7=|epO%73(glQ!;sE|XUMnw)ySbX=- ze&2O{|9pRa*VlD*U9YK`dHvqs`#kq^-}m#p;AK}B8m1r|FFv6k1cL4jBo25t%#tV+S{-PgZUx4^T#292M6pOmo% z+`eUStRrU0Wz7r6+=@*$*gH@}o^c%16;?WL2HhNW@nTg&!|jr4GytJZx~;6nRGz8V zF-JdaI^#^%0IM8zv)nRV8D?IIK$Y*R|yCj|dW@rn-VGN`xr7svCry(hyarqF>6~4*~ z<41HiK|x~$x}C%DEvgm-tEdYX{(zm<%ht!wGRanqPNz39cy1NJ&F{W~yk1mP+xfVv zYR-ZMmonyWpYM15R$6^xxx(mT)2Mr3=lUi@Zp`kvPZ9nw*{=wUP4MVD@iTVW2Oz4z zp>_Y{Svgb1Ca?7;gM)ke`YeKjgRwm#DBbwYGJ6M&`95>zuYrC>5;$@&nV#tk^$1mX zwDM1dWC7o9<~H+J2Vxn;4jPDm0QKFPM<=!sY}a!r0myXk$7U(B3*GFY+hzH^w5(}=MGjsSq1nP$JsYY9bu1l|84K}Ukc)J`P zf4pPkb9Yi^Md{hdk_n19u#nv>{;u_>)U^jJlAH&eg{~9KtHHktc zgp*>Y5q}ge!Q=8gQv& zJ`r0(S-|^WdAtq2zP{z7&md}f$OqC2U&5}Az+V0M@q!o&XtT?rpXjg?VWtFT0jMXY z44{vLPJPH)3snpi5umW!l#GJ^o?Ue8!;7`an~o5x3&M1{==G^{be_+rU9GqWJtk9r zKK{YWsn3ry&|Z2B1Fh7Mj!WP|VOdH8szvkV1tK40JyHUo#DHo8=puD5*kahRm8f2m zZfQY%N-RB%iael*wb0b`Y$le0*g|yl(BI=~yuBohZe879kt2=292EnCk$k{$Pti%{EiO#A{9gD8~T2xp;Ke6d_JEV zieakeG+VY{YQO-LO>@BkOIG7JR@~yC%K5V6@1AZs7a5rg7aIqfZgc4|&)$Inu5ai4 z!xTrE&Z3#WM&gK0k)Ub20~w8h&I4jvKw2p^YvvJ)0L9MVlCi28^=262MC-oJlOf<7NxburX6)V1>}5&1bTMVd&m*aav;XXCh>ib^bA1wYsgwA_oK$&tt6yyuTWq`zHVBJQ&`}4c;@8I%4+o)fW4lm_ z-9IuHjvT-e(YyGpVnO3C6uq-{r$C&^K?uM*>ym23)`^c zGjZLCfDPOVz_UC0icvXWiy!PHD2yH3)8)(Bg%fC3T6Pyb2p2#ffpY4F;}h>G;8cfr z;aaL;mNW=bIAeqh-lr=AJknXp=py?iLg^J%Z5Hwzr3nT?_pEZ z6)gD(&i4&^P+-0Rs@Bs!HYTJI06jD`RJYMz$J>N!W5ry&+peIKUJQ+qHKL@X)DDzX zkROJE`ex#?z-ug`$N-sAsgW^B}x$F?GNH9$*&5|IggB{3mSxMdpByNi8m zz>Gb;?I0^LcWzgA_dcg$psH_`_4hgz;~)JXux?EP=L8er!Uu_G&z>b24Yww&V8y;{ zP}dq+lbcqcPwXvj8eo+&HT`*rOQ2h)sp57FP2W_Lz^)HP)0p*heC1VKB z6mWqVj0?D*3*%8Ph86V+g}I<*m^&uYCtzn{On&(&jKk9wP;_YP>%TY}+G0P25W+=- z9|Q2=f^EMVb!acJhX6)R@>l*QYzO(oZ%4FqHuLmSMR=-s;Nk+2g`4p`%Gu#LXk#!y zOWLa<&$wKtocJaI1-oMh7M}s%lMr_=16POt>Qz}?c6dEEPf}8n!DnibxGhAxf)I{H zBJ?{FDI3iNaWr}wdMJ9kx^ALJA|{JZ0tr(qYVhT)_ZsfO?==F20xh0Lef$q;?medi zrx4Ve@iEQF*Xd7Ejkr+CINDB}o33}fK07z#Kj$!DZJ7Ng+^`J%Ol383P}rEy=AOxB z-kp%t($W(V#|}-nS+4_sSpb8l4w$`zzP@?o6%{me!!%<=)?xiL7#CAv+39`zHWQiz z4K6lXK){_QBXl}t13qS=&56n7a*0!qx_$dyK5)6CD7 z3zM15OjMltxF@p#ewk@$X-n7r65TW^MKw|hY{-c{10UiBrWR-LC4d13r$#|P4h`9a zC89`)xC2NiG}Nz56mZ}??12`9?Cb7&$(!tQ;`g*73Tv5|n2_I}d;?;Q_qJ)KwozL4 zj-b}Rmur*wN|Kzj9H==N-baYG8zEC;n<_qgL^%M<^(=_~9}bulbiaY+8TxZwqsPyi zeB1TWkdK!rcSO?C(w3|y8F_g#6p~FpVM`Je_pt(D-3l=@I`-r1ie-3J(=H|I&$iVO z6bh`xYE)%aRn?vO?zaB^h274G&gjJeJy*PK|5tDhL@d1Yw!*&%R%X(VmT8qhiif2! zS!D7aQ)TuOQjkBo-@K{DlZh7AB1WFi&tHuWH{E!})UfFwNSa$1491o6&I$x-^L+OT z()$Qx8(i@4`v?k|9b(Gd28NWdgTK$zEZMWh|83o*`w1XrXviZW6;of@L=}y=V?em= z1*jU24Z=Ms3LOOI=oA@~?hE3?f|U^Eka6cA`s>FJy0(i$y0ME~s8oft`xP--oDd$M zyfhJ<8wbkE%VB=1D~c{E8VT*}L_JBKJpv~L9_^$EWbo-!L&A1rE1cKx$~PZB-sm4k zT3mbjuaoFFe1wX3a55D|DkKJS_Bb6Ds!}BBbY=z)O3KP!iwqEU;jmlqBc9Y}Ngj&< zskI}7xAfJ^m-{?DMcW3!A_oC_1kFr|-V1W%0QBPmAPUx92oPVOM!kjo_ML*lBNRAF z8yHUa^Rzgt_C8&a0Oe#KN+dMWjoJe-Bji;;K*0U|C>`gi>7Fr- zlI22+FYgtpsO>LC>9@Ew@}my1QlQm12Z1pBTu;Wb9O2B$9!!KEun4 z&Sr#kHu+oDXmddO8?%}(b3j{mx;;he?P!z zV{gJl=f9y2yadtq>o*4|D0IEof6zsOg=SDtTSbzhLMpClN6RjbDv*W#^V7eQto!^J z!oC439@rRfM87Cts^GNXd#IIHv}I}2;r;%J+NA!45ee`2511cPHrca(1qT0KK363N ze8Cd_YU(CnVYEFwoXqACWa>S?JSRwHr1tsLVA6eof!)%@bzIr0z}_`uR;Cw|6cQd z`Ppn1TX!Z8?_S!ibwdB}_n+8zENtd^HC_?4?9@kE+7IO9&~5E{*MX8ye9#DJ#P3;H z&Q-WXUR|NC(&bc}kjvV$B-KvpEAVw!SC{WSG!h~rPj49}@D5Q~96Y?3q$Krgk5=*+ zC|8)ro_2C_@_$|u!X_h<(GFooX#dY;nE!vc3=akDT1Ch6pCZNFuV24@DV$=lS!qRz zv`Fcrh~yLY^yGtvhDLeE8cGvC9JMaFstQ4(%aihbFTHea^W;W z6GN!l#bd{#xoEBx*WAheOrK}B0@>6)4V$*!pSW~yk&yJ~D)qRDBdQ(B8#jX>?fPbIZ+@>q*|^i*y4NW;hU4{U9tNvOix#GnBvpt2AQyaok2|NRzrx)XGzfNU~r;Ex|asw>(&ZZZz25ns=c zxS@s-s;{>fIx0F^asBz%uV2;u8ygz~!^5R#js2VCTwD!DX@At|6RN#@j9zs99eeR; zGgMMqnvA9UfKb4V3%MiLAG`fX~yF+B}co(_d_X%*YIWkBq;Z z$p3y2Eu;NaKO)XP&j-(5`cf)X@5mVp^=cE}qCr8f7 z;&<}NFBD&}YMK6cmXJ}yY5RjU6t!&1ZvZfxUY;MS7LS))H^aAfcc&_J1o0TY2SCgj zJVpyMz5kRoto&K)@}D@o()2vyG51{2=0j>!N7BtN_7;EU0pR4a>{B-R*uix3eyU!g7X< zqxb(nn0sU-?c4eFuXk(q=`jT%H39!nc7wg%N3c{w?Yx~qW9{KoUe@FHywE@Nwj+Ev zVmlj~;UcYfbXZ_NyOWbm{hciT-*+h&?&}>d3>{vZ;oJR!Pj6B=(;qoQYyAJ`opl!Y zk53J}Xo!B7V+g6T%h&E8rYwv)^8XfsdgsY(p?b$`Qz)m)Ds*$Qy*r!?%fnNc=eB`D z^FNQ^;sCd1yWz95$}0M?`Ok^BcXwwi9yD!c8}$FSBkI3-*_FYspy^qnp~NHWU(3#I zIpogksIc1NG-rQ4~YfNqHt^DU}AjBj`Y$uDxH5dqTqY<*_!*Q`y1^4B@ST&J_gVPyBe%1*~Ysiyc*eoV7G#o%B zJ$=rz`z4VvYYN0i^8x1mMy=nbHM=_pgM;dI2crJ=FHe;&6}%Zd*ppN8W)2Zbnx#QL zv!#j+4_BY>i7W86-SRyH&nh~)7wTxrLjU)!s$5xGAFS_=(?73A3d&Xd`19>sNnhqv zageLe-S(c-`gA3OI*kfq-%(V`(7tyV~N#Kpy(J{&T=z|g+Gm!7RPg;rENa7+IT zelQ;8^O9Z+nF{;oI3{&5SdBY`APw}j)=QO7@zAiHmZ~>i=YdE%g-X_phK8M)J|&CK zptfh2aVn~kw&$#psrVb1gDYBQ>qYogPY3%&hEbV+ks=LJAfp(@{{=N3IA~tZR1gn= z0>1?^URrbSdq#X>zPI`L+r60_vR7xl{oq9^Dh$%{g<~eIO>|$dT4G{AvcS`x7=_7) zmZ8y;$K|c~o%Dl(wD^B+#BIT#_1(_tD4a`JLE-M0#o#@)ILTOw)4?@lWJtNq=Ws?y zQPFM8us@=tup;jbJsxBx3ZrrnvPr^Ql)dH$yZ(3y@#=Wd)+XJNF?5-qPi~04NW!hRs?Vx{BE_DbEB`OO=ZcGK-{WXKI1@_}*c=U~|KHr2q&B;5vVc;=%|qT!(}xgsH;7LcACg z7ZCHTG;nb)FQ$L4^^;Zb{hbjN4C;QY&#)pV7;N0w)K~1 z`LY;(B}Gj2vXTLN)r96T>)=Sipu)`ZM;@oLtS@c#Lm=&k*IU>9a--y=T&r3Q3K1hKv0_XC?_rG0uLzlHfmIQ)Uv$o z&R$O(n%+%FnG+KwB#Mf*i&m8$T*K+$9o75A^vsH#4=E$Gx4{126W|pryt6f>+<+Ihzj7DDph>SIMuh{mB?o+T^qwd!-L48Hk{~VKWD6vPH zsd$sZW8{%t7Ot?7n?vP*Oy3G3h1zqn04MnTR!vi}!;0af?~x@a#C=tO1AW|566?J8qAZwmaF05Up%UW7({ zfCQ-`^gETx$Bq}}o~?A=;@Pvi=_RpX5iceNQ1*hp;^JgkJ<~>wmpt3jJw|VfMvX^s z^03#ZqgAVX=}0BeuM-`&-w# zLYvkzsN>-VOg>2wA6KMZoJ7De-E0!s?6n@at^hj#oM%RRHh+9DB>1?P z182EZ)LlGM;J#LpqJvLdO6tH1lGlr+K4>fbp1(3AFIfELaaN~9M#kwej9=hEW?A4y zv+=O}rw4}1A$+1XlEY3XT}4qnHDw$+f2(RzG(Au~c<gb2H>Cp1II<2l&v87{F)#yB4EbNZ$z;KfKGtuUgQlPqXk6-GG@N2V|&x~phx8Bn~;#jqOfckd_6hwj#XNp0Y&-|uiIA{o(PVq=W z&nq21PtsReB%_BQAtugx{Zm!-q%$uv(s~W+|<#P9zFR01)H_yl8*?dJ# zC!UU{I(Ah^72*bN6`3OiK|0dXpb8z+qUPrU*%CD-KFtyAG#=%)nRS6@bt|&OjPjtg zLRsaW)_yFKvK?5M;Y{?7C+ELB4(RPN*)*v|TmDNv7AP*%9kQ3c<#D%2Zf0Y+M-G##&Wr^<`-W=Yj_ULV;d2$s>Ik6U zCAcsC&?oIgEAGe(b;{%}TVJo1nA#QEg0qCryl#ruHG@Uq#%8ts`@$`r1)5#dE}@~d zy}vQso^^CItkCI=u7*K1zCUo5;l)<<5C5F%DOz2J-Mhl4z2x-{Ax*>L?$giae|(d$ zF;QEoqm!Q$ByYXh$7b^Jc1&Nb7p+^FkqB)bD)c`|>2;_B>a0z&6Exb;~w3Z5e+SUEW;cDX=zO3|xmETj()9(!^s;z3CIetsof zWBPupK5CIpM@99yEw}ohmdfgtjyZJ>J}c(9S$KLz)wcMqF4_>1PkhAiC<^^H9jN{Y zU>-krewmC?Brzh3Z|J{G=`+!j5(>N{R=gj^OA`DdSqcW72pn+@#IwlbT4If(P0d97 zXu|MaFS@Nn_LL*7r*%+^M9KGM<*TFLmZZ@A>an
    i4?wMQ(@F`dg+~g-DbT+NL9VRL#>d3z2QNgQSkK!pn z;&>ZU0PCGEy;mufX}}g>=Q3GHsjf75nRnS;j%e6&o#ATm+wPy{g&Mb5){Xkbvz7K~ z{pSAA-2P>s7w7Te6aXH80BaYOxK}^6c+FY%w_7{bB54FO1>K%}uG^@qzqpt#Cl=3b zc6P2u%HiSJHnJe(QiZ1dxVN{`(Jc%qr?9{hmjElI#^$c1c2KXidz}q2RT_r!j_F{* ztDNqED@u-c4y1z7g0D&s_{ME$4Gd01bYvIMIK}PdCry4QYeXILbRxIVL>&q!xP)W% zQ@%zf!Xk751wHbQZ%KVL14HS`75uvP1AJaI;1Z{-J~kG;EpJu2$_oqzXR&!WZ|^1~ zl<2BVJ=vD2Uh%v^0PB5I5E(gbQ){Wm!z&q6n3^6xjv%4M0EB@X)_NvX0A^E zwo+GB_4PyWk1|y!ZS^EV_>&0{{&pkjJHD=9QYDf0igtI;F#ZU!skL5wh?GJ43Tz7I z;bX;D)IBgM!Uf6QR^ra4?Ppp(u4#giHp!Y07A~sAw#1hsLivmb6b(N|_{@%Z?FEFl3VUtOTTE{d2cUWx766KUB}dOOfnRl%X-i3R_q3QPbd z_f5(o@Vp(M8_fN!)t#OEBOrOBk;{xzu|TwXsm0Ci#t6ri^{_rVN9i?c6`1rad=i8;Glr#L` zlX0Oy8HF(Y=bMfco!nZLt4CaXu=B}M@kwNef=GK))Ar}^TJ!t^W?{EelDM(`&ofJ6 zFA9}I`NF!Al5UE7+d~#BI}4TH*9U3HuM!@zMl@q+TH!l40=piYh68pkF)hN#`|zag z)mahA5%(rybz*{-t@;biM3b;ycZ69Wp4U=;xp6Y|@vosnXH__s%_r-MLxQsZ5d;Vc zA|)W!u()ZS0-#X}K221KdK;Z8sEf@=FbRd+m4dA*o~BDW?=`why(#o&ABk7F&rrjh zI__RXp4s+#DXX5I`P|hRzvHU+!=C=1cspLu?a-iNPrt`a3F$zO$7%wDvej4Fz~vT* zU5zpAz#T4LN#`DVHfZ7yqF}2KRr0iJ8;8*8^Q_o#n6j+x-8$GFC%ev+-QSr9{q&Br z8N)ZySTq;6AInnFrqhra`yGMU)L8*#5S9L9@<&HJg)Lg@?&*-0)Zq`q1Vhj!gvu_O z-8C(YI}TRFi^zGVj$To(IRxr(+^6kq-APJZ7$CEsIS{c7cCKJoVy~L z#F6%UTr>wJ_uO^)Xkby&*)KgzxBx3Jl5(iVA4`XnQHw=yXRp}{7UsX*{#-0`_JV?V zBt&I7hjV*IXevY@3CwD1c(0~#m=~R@pu+jwX4A4-G8aYVPj$hfs|ftnfF#(EMj}P! z=a;D4o0lNPf<}&!5f%A!fzV|B*Nm|B&KP3#*Hw3xkz=-^QUNZ1U?5kG1|L8g>?~!P zI(1kT%-xhmp|41Qi82jd8^Chm>=uQGq zQCk3puX8Jru);mH>=210k)=9GO;ub$(c9Z~H4D~edeN@4=_qps69~3nEVCaBm1~vg zvJ@Tn^ExSk6Tu4&*8>cz?6M36w!9F}rhtHpm5~Bjy-QeBEk z0!VG;SBEi%DUzWjxGIhyhNxmtYm*5J8fP!o2BFQx7{4L9av2h z%tpIn;W)SGYn|JzE$*L3s_zkwTM0H)RJ4zQK_xfX@4gA-A<^bhQJ07j8edLy%@`{? zKm&|Dn^jQ93jL-Nc6;~MllJlHD)Ii8h)5(_Z15%ei}P{G&Xd#}>3V*Z>cYgcuzIa~T^mFTV@Ro7;K*!e`qACBlL+$A~{oLf09 zWT=2*?e(#^nAx~A(aix^fq~u=Au@)T%CF$-bSbmhc_DDU9K9+>UKy;^ph=_ygZnQ{ z%qL=G)|HKmf*aL&PDKyaH}nA*60W->ki%LJmplE?Sh1-Co2p(CmpCT(SQJOtrgZCv)*};j&Yi@Z)8*ULc;vRsEzH$*fa>($TQ<+YWH zLA>>^3i~QkrJZd@G_wJ*e8X*EDq+W{@1C7z_Djn2cs++Xm|K9ita?5#M;z&Y)m(g| z3>c=cgwrsWtO3S>4hwMLuPQgvZRM_f=}3&32Sy5(H%rU_jES9E9M>lzRPiN& zV;=gqwOVF)0jOQ)Oz@>M0CBtFgU1j6U4*GE4`$_PUSdoS zAm+PuHt28}GQ4AZ!+triDCWE&`}i^vg;VR-&B>1=hTe;pMA6XEk1k6-k|>g;w&|rZ zu)wKMdSynxs}RM+JzOtNgwT?h8O)`ylkYI!8@2ERml(p?LB%!j}vFWqy$xKj(dY+QZ`5zQ`N!as(_H0R1VNP~Z!DJC*0}2kDxjEC;_|GXG9GEzHJ6l%sIog*4dgt|4 zkfk077;?%q=Zai?*O_>OiRm+bZ{6N8ofmpSoLZ^0&Vsc*W=-nr97Bi z*q)b$@hCX@=8aQo6Wj}bQ(${1)5`jYOYO}OEjypusP~LI+-}IJH&a=CEiURVX?{>J zT`n>8-m4?@FRb_m7T=rXAGT{-x)VZ6+FTPt69j*^?K;;LE+4ylARTt5MGKN!+li3G zU?pvx7j7tnm~x6v0@3W;sJzO&>a*Q*x35f65+XhN3LcAa@ON)fE~3X9lh$*??706P z$*`U8lKDMeCiUAdOxoOO%z3s=LNiP1}B_e0%Rqg&wo>EZ12?Jr< zWb(K;sxiNfKk_{`Od113@DZe9Xe5O$&*^0$|>WPuKVRv@IW4#CU;kgo^L`@INss=?H7t2j@e*0EK z>)SYC?qC8Q{4t^X9!!ZGJS#i#>^f7yaXuzkX_t#sk}F;el@y)5qtkvKNtE9NffcuZ2(4Rq=%2$fhZZtBbds*FG|nU9LzkgftU zjdhb4s*x%e)2Zvzbt)~##%zulB-2aC4~b3{jO6p|9@KxaTz`6Nbi?%5YAJCgv<b@I=_q=n%d0%A z+Or2TX4fJ_?xBRuO!)si__@vQ;TpuR-LO&ull4-SYR%hRprQ5glOn%%){o&}vXYhl zPs-DLjq5#n=Nms;M5m|yV9jswRn9CH>o2OA`t_NMAl2vRK)ET9Hq!@fH@)yD`)pvh zFo)=|NljM|y4uPEpl~kW;^zNpp5F30rd#SKK|WmrkLbiNjAh%Q9W^ zWB7L`2dhF0o{ru-NPFh=fQmNRIWO06ho8+P&>F$*=kZVks)6<+jAqexzy73mVxnic zXu00<0>@?#iX=1n6IdS z1*_i|lbTP#Q;nH2iz0qzCNO!t-`Hj?Oy8fOQD{au#l`Oz)WWj~YI)q%ex@LysfMYPH;FG_qt~o>HKgdM z;{)W5fs;8Ebe6=Le-ZzOG4UY!XQY}?ft>+F1B6>KHY7cyopYROb!UF5wl_Y(kWHkT z8~=C1Q9$G6-K$HE6mV?*v0>b5*tnTXO%EIb*`;s&4lU85j{TlBSrCro2np=S`G9*C z6Qkk*h(SG#R;kUZ4b}&%s}}qN9LP-hzqN!T14x&qb~6aQjN6EAc8VP`Vb;<+R`q6@ zzxg&hy9OkROOmFrJ7t^kwr5}q>-j}IYQn;~!7~!-bo$F1o-Gj}G~EoQYkIwWZ$_1& z;r&j*T&aIMRBLi^aghksn7=E_Zk-{&%81Dxj-H(-ii&$GHAYeRF|yLP(x86v&@b@w zPR*wm8~Xb%>2FmWu)+KxFp0^XU&v;Be?l)D!%KvcCQ1j3 z(Cut4n{(gYN5t+=Q4!}>{TxXaOOIt`rumW(jcn&U*Q5;j2@CSxtV(oo*gs_$Km1G2 z=YyP)R`81i9CRjd_olot=S2G}_bXzEa)qxMzwxliU?9?x39;hUm~hw1X_mV zqHEr!%SlvHC4EuW4eaNT-F!)SB-62c`~hVEMHcy#bX|2k-_ZZ{-kUH*oo`Mbe8OH*vPN#y`{OYYlmAgtgWT zyzJCmMnihr9YUoUBF@(S;27JQ?H+R~#A%t4Up!a*OH^d#TP8BgJ9M_$vG**L(LmM% zA9lXybB5vp&(N)bLFW0xr-@j|+eaE55T(z2Uevrjmz~b6W*l2n5GvrMuYE)WhZu~u zKWBJiF?O_CU#pFb1mf$c^kdVM2=~Xkoe5n%?PfxLPH4BS-K>I{Hd>8k-As>`zKyVf zOA=+K*b5lb|NQi#BUp9jD^@JVg?-Qa*PS0e9lA{}QoE3*I5#vJUxMYdgFIQC5Co}aBJ!yrm0dLzN-3NOJSb)cv0cUR)gTnBPD;>&JXr?7e31y#B|`rdQT z*q@Iq=Hp(tQZHV1u23T2k2K(bA@KG3b2d&z%1fm)o7Wcu3vAj$hLyQ*&nQ%8s6VErUc7I7eS!joZze z9?=iaC+@DuD}BSbT>!^*zH0YEMNbcqVqI2q0<@=@8~68I{a+2^5`Pz14<}r-zYm)b zc2r;oh(Tj3V@yx1+hbzCotu{9uj8+ozXd1*sX%YD0O`jN#{|PFtkd!glW>QEb46M) zJ7dWb)}22fs0A(l$He%4Rt1=ye<+8s*X_Ysc#cQVswjVnsGHuJiD zjZ@yn+emSoMtkTz5|)^ovD7g*{Jps<5&qpUCY3B6MRdL_)p$VJ(RC|bsV>Y^?di%2 z!ci+P<(-yIf_izXK+>El1g~^dR{k0DI*-I}xjk%i#}1F`){2?nmt12snc zVwXUpI)BXsSi{&Phom?AUY0}TFIlW^*~ROK#gt5yzJ1ox#wV)b+&JS7dCT2=6eeh- zg7>_v%_ZJe^+$ht5?0-Z5-J1g4jOA?*rlIjTSJrohPZLjd*G$4nJ{+rhlT@|;oI%t z%bTjdG(sIb4KLZ6PB^nE&v(9s_SZ zzg9GIxqLUUKX>3O7Z&#E2lnp3e$@G73t37Td}&q22o=dmSjWVDlv{ zmtr1giHkdxitnzCDQt;pnk>CE(B*|G4;YT7k z+i=Auf@xS6q^nw@$ZmXkTbIeAv`d0QuRP#&Q(iueT7oJ}214{tygDTv1K_|D?$c2< zLz^EMxWZe!JAN%kIMx0%?>!1LNvwmc+eN9Rykhe2DA5nF6hnVXiARCYlw(BP?RcFV z(t!xkwWG^=oUD1@o1ceYIK`j+dF(oEuxq(1Ajo52hyw$l{dU-6idR@{KiSk1naN^nX({ODZl_2SNTGV(chg`9&GH#Yk*6p&MET6DRpgsMRBO+98Qs=1e6V067+ zn}D|vzJ{=ANQNE=IdH2a-ELurr_MSW7_6+ym^!l|-}p%R)%cn$0xe>P>uDb4DPVYW zyWSAYI-lc3Yvs?sd{gLdDtsVEZUUJH44U;aWujgih#a2ox6FGnRJJEg<{{_HE|4g5 z1uCOy)gz6rPILsot6m{E65TUxWIol+sTWK?pPwL_`j@(|j-u51I z2I}S+zMwn2(kXPHrh|ikaT{W6SAdXBXBM08I2acU zt;!#b3IDy0eY{A~?e@WJSAOYnWW;iC9_CBKtu-I#8H>^f3w4}Ic&Q`a`oiQ1PYmK5 zRUcOlrXg1EHL%uc70U~gEnKI(eAmy+aSKiXVz&chkQ%43 zKv@e0LnDI05zeS+Ys$;4XmQ!4rH8M0jENDzldUh}l=)O8YINn%u@9Lm{wqazIk#vU z`WoNOJCE5h-fdIl=La{wVM3GtbQj?%@a+MyW(HhMqc_7$y7vHOpb=hXhdy;aFv3}B zkQ%zCs}soMAQtG(xm#f@x&HaF+6QxGnO|=OAt2)t5u34!wdfoO7yXAqg|p{tb;q{v z*aiulNt=tdv52#Q{0@xeyoo+tvmH?2C+#>kU@JRAHzjdbk;#hiG zUUu~)6{pdXRI)|BZdL<~%JBKZIZKfRX3xnzC6Fr@q(b*yqOQP6#X^Zf8Ic(-iXi5z zqr#mzQRG-p!Vv=wH*yG4={)+`FoZ3+*^w3#8q<^Oyv1M!DenKY?)G^R7BNsb^-{NK zf_tv<`mlQR6z6~~aR%A0N$M~XP#bCaiKoZlRx#vGZ%iQ)R8&oqrRtO6adO^q?KE3F zjsSGZA!YXutt;ePJYL-hi|DQJL5Lc?S`J7awy-(W&Ihu$mnJpc+ZMxWm)L=oCVQP* z{uquwt*z8wMbg%Ow*Q704?YMjTiV`u3`_~kw~F`Hw^#74IwBw z;XRoESzN;2+v;K+o)mbSc8ozkFKQX;@I}($K0HNHKblw=dAz_3dL+K&E#8^|+QB}( zflf22!p?LtYcode5smD0{D$_Vhx;W7*Du^xVpF=O))e~>vZCT1
    ye@{wIo;jv4i zqW5z;jhT_N-orj>V}+ta&?Ik&DE9Px;uy1gOjrB5LAj|vMv-qM>>WD5NlTmJ7gCp% zgk_XL)L0}0TG@|MR)E=n&;FPb%W3h}O?wWIPu7>uLDj6Q|AxK}>t~D|I=O zScrxt>dbuBz3X?a1#1(}suoiuH;RSiS;~(a4Fn`$bf2RC7q-q8W|qV^ z0NoBdsZn#Z{@Gzz=cd-iT7TbdE^0~1NupIT{m#ig@7a@0LegOIs9&f@RcVUN^yY1! zU9Ojflh2e#U2nh9K6bu^s(Zgt-l7t1u7LdU5ghMv^`prF0+ZOo!!H-)%@?P0^C%^w zi=v}>FIGoqAT%<6?=)7?+WZLOG_-T>XaYMJB>y^)ehWkpx39kBbuRoRl=@H}~ zP78N1C0b4x>-W;moqa{d(FLfzD|fe}s{Y%pSoyE=@-*b+e&CAsl$QsfAY9pfFd;#< zo$j(iE-0AU?)AXxb?>NT-k6;C2!&{8Jjq_yaMI;Jo*P_JbF=!lFsbTF@4Hz2dV__} zC!)!NXJ;2x63yNz*bF1X->}4dMN*|e&v*0aX$Kf)gv04>yX2Xuh$o<7)m#6Ribf*v z%gd5z$C#j+12X!mn9vkE^=SG)sZ-5ccDRfA-pmQw5>U8~^c1`I+&OGTxof;t(;`#| zO2}4UIhVcNVVES-fYDUDe_lQrWsRZW-4WHYx9{H=FC5pY32x_Y!1SC*{o?w(7Z179G0hMV642TU33P?qD;~Vp=?Ss zB1*~qY*GKNURO}2>&c+5y-zdN3%sV^)9S|NY^*71>=yw4MBj)KJIvkp9}BWtJkbN0 z!G83(e^KX0fXE=$1OYs>#Op<1L?XMU^60XffT8ZW)iWisj7MXz+JxjX5}^ZV%5E|o zr7|@gZg$1f+H9HGbHjo<9Q&q$aMrY&VQ~L<-}81oxYlYh0R&dH8{wG6ASC>A9Q+*l z@OU}KX0^aB@OUN?6C3LWJoS##l7NWI`uF$6wwM5n!ZtW$m0MU4#TeGw&X87##_3PA zL`-8;y3a0#2VY;Uw6VO(*0lLFcgzcq;_LmSBAGyw84!qU0ch#7iNS)oit)xgiqX-u zoq#x2!hm4D*eK*5vC?omkx6C*s8Ixt@Y?UL|JVfzDmd)~agzO6+v=kKs?mAq(>|K< zgI@-Kk3ZynJ@1_GKFA`9rVwJAnTzIqihipM#!K~xS>_5f`Vo2r#Urkv%_sEpj&v8Kl>>(=a)TCG_bNV*nz z$A%#A?2gDJV-`wL!!jE#o9&@QYggZBaJ>Qj8h9C>AN7&a&Br>$)aZd3sHzHGvQ_IR zyu>lF4(g|`pq#Ij1+)8fkD8ewM=_SwN8d!@XDp=&Wv5*48ww}J36goM`_{*R zV)K<-q*qQ+d`&%q?bbl_@4mi^6_3;SWta0_d~6JiPMS>59|dN>n3U}p|BdZwTgfv> zNC>*Bs%kimCl(Q#n)s4qi|MT$wVlWE(#0`@W9VsjM>E8BaQ_=E2MAXM?XAM)jw+5< z7sX*eV5ZFqqUW4%qHdVY9cYhY4KB@?K;`^J>*3QMG=p8ay19*=R0t2y3TibIv7Hk( zU1_;kUouD{Q>b3C~N@8GyX9T6S4lyhmmkZM-KAw*soEAEZ^;jIf>NiOUiYth9bsxseTg* z`?5f_jrs~z^lKN<04Z{2`*>9@TJDNM{fEYCZPv`4+<|YR0Fd+K^8l$>6#+d>o!Xgt z8YvAxOgycz0}(d&AmlN7<7)3HJQXt1W@;E3n2n5lH! zSJHNuv@&dS*p-`{ntErizW+2nuHb%sG+1pkWR3$B$Q?_+P#@y*?2QoC^#?*y(PeI) z6n~>us<4i(d!%0X(|H9C6lnx>HBbgns&IEWc$(<{&>yHZsdnAfXOwA6>K4X@dIA(p zxR!&*t3+OjLghuDI%}=OQz={t?+wH{0>ib=pX)Z~5xq-|YvNGl`;M~l>th|LnzG3# z)QnahpI+ns2Q|#>gz;RMlv!jq9&_)t=QdvZ8jfM|UV>kw!lmQ^8a;@ti+{9dt%GA= z_7<_-oy+FihuqUM6f8bw&nRH=Ap&hF1C=IG8Y#$xfC}P%id!mG+!80OMoyg`db{Qd zEcvZ9spcl=4+0W8^F>Xx;R2f(-pVhad`m;iT+)3RD;x{l7d?*^=W3~H^=b>rKvn?_ z>t$gTT^ymE_ewC@}^}dLawmK zxPF4Z^c}FOAHzcZS8SimPfAgJ(FJbb2L=Y#nnRHMyL@L4xAzM(cYcbbx)v0IkNxx` z=cGSza@HSJQShY8r9GoEDf$S#wJSI~{k8U&SH0Eh6MikJ=T8ks^CjohduvWG`5ei$ z(_{JrGJLup__MZ`3Iki4+}PPp&ztZ zGttQ0Fz0Yk3ddv?mkLj-Df1VVUx}T%_-_&v8drpcjNdTCT8akG(LUNUF$DfX0o68J zp!Tdr1Jf$1squSRrby|5TM1h+S}C&GxftL<_hF#^`C1DA^h!X%qR^nww`Aeare9av z`)K&P6ccEU5=vu;FzYD!j1esJdz>? z%s+l>bLVhbaic**M3hNkFIJsR<8`8q6nu6iX;2A?-3&es)7yW-sLAMEOk^K`0(x|V zEQF5R^*DQSh~qczX|4p#(N#Mp7$hzy79wwrW|;s&DlGg9g}5llORY>POen*f(0Hu; z(J7HJ@O1huiF@0^U=HKLMDv#bbY~o1WB{0JElGuTx44}x-!fK>(}C;v3wV)Dye#?{AHE? z3liz=IrKgCwUOwbxA2sxABlc85HKX6;cj00+?WZx&Qk&Ibyri#Z}S;>3a{F9@x!D& zh|2?9q>3U(s(GD3Oo{-EUjYmQN*O9#m=JJ|&t*Y}L_ce;r`myWQCDDAb12AuvB75S zWVt07FiR}8?1z)_7b-SZ){sah9j&B>^wOcA-bTh$?hwFL!(OOCSNOu3^l45cHi}w?jHk_VPkxFWuq#mBK}3F=t0+p*4ck5Bz6n6r$E!G{E&2~Y z`VAPBF%vngOE`+BNL+9H@KOno3Xh$zF)@G}Q+~vOl{=kaZ80mXnm`!j!V4lenkmyq zH`XdDR~rY;_AM`UTd}HG-ji5b88w}xo}?(8c)CL8FzsNse(l-$T;wOaL=0H0dc+QcPxaz2%N-`(%>Xe*Nx|EZap`5>6hxG0D3rd!nH5^SN2G{hzcih zRt$iFhS_k4;cH7wBS)I9v~Af-B?iqaZcnzsL?ZetCz_^nH?A^b8Bl1zG`es@C z%lw;}Eg;ka#dbt?I4o?O+#ohBF~h|gy2lUbtZ*cCKd#Q!@U2m41U|G2H@>OkZ8DGm z`P*%ZUkUv1hj`VMg{ou6Um@KGlc#IbI46=Mjs^NSpu~2m)E~_Gcyh~5Rkna4b+SH1 z0rGDM$}hg`wqOof1FOF8z&(NPgVO(CFz{)Rd>rSi{#X6^u_7Ux_W(AGSQ_Z8x97UU zg0W1(Ht!i{9lR0`=K&4*PGhG=_Yj8l=-u!6jSxho7brmS2ZlDI0l^EXjcs0Hydww& z!rQ)G!V`<)9_0Ytn4U|#%{?E5_51t)5|hgwvCz-x}YB(HcX&wqvU>C-18BV8;kECM#;;bN;+ z3@6L=pjF*VI-`c=MUTtN2qP2=p0#O?1IknZt*baHN}zEoYI+(-Pm0!8hXBkP#(GDg zEOBv|p>yZGc*AEuO0nn2D=fU0;W2$el=V|u@UikB)IZnb<^D=pB+UuP(NN=^kBZ!< zr!CBvs`k+EEVX=lb=UK=nI=Bu1b+XuM*rKqc9OpJ9ZP)@;Z-~EG9akGN%jvx{n>j` zuMFHtFl88w1hn=@7{rvS69?!@Z=}EN75j~8jap&PnAnw7-!rwZdt)6Espdd&sE5!X zb>{*1)GENlSOGp7I(9H{DTWjQVA(RHUH=dQ9B&cV#zi9#geLe}d7}NIovRxhs_u6&sZH!nLE%+T@aGQm8vm|DZN8Jk%sbu3<(U9C zZLau{AsG*2NqHImFdjRj;_J5BiOQf#S&qwEp_~5r#U~DXq$ULmnv7vkh?k60DFhq0 zdzrIwWRghk=@qO2hKYF^~X`G*CS%r;K>!$@6$p20*}zNFJEF}BDVfVDG6== zVvYHb>T-U1U{*Pfjb!-U)01P==+B{BCU1?1D2>Rr;?Ot7?J;RptHt~7dHf!a0->NV z`%!CP+iU47dDY;t#Q498D=!G=R+Y7wT>3G;2Hs7a&!2u1t%^u_e?9Zn^O&)ZT6u$& z$NOLXoYIjEzBzBf!_#%;5~b~G$pJ{0?eK@|YYCP8i#U)WLYfVMqzq(ao(Y>#HL+?b zflnMVo#f4+UM}Cv_*c|hmT1>DX8OH$9d5yn(APm-&F#egVSIGVB03=>xw$n4G%j_- z-Z&SI0ZH&-P^lT7Fp$3uGsyFd9unQdHrT^F3WKLyoa}_4I~o~Loz`MfuN;Bwi}wE*zVGmK4s@p4r7jtc6REL zxi}_ew;kmOJqHbTcW{gN9XeKRFTL}P-6x4JuYHqfX2Do01l(s*!`KJ7rw={X+ZES& zzOR3mI)9FvX5{sFkZPjj@dkhY*H~Q!Vr#ce6C^T?Jf3JD9rodx+hl-DqWNZawZ8b0 zDL=pcsyBs}d(~Cd^4Yndd4h_8Z<`a_|EwgRPJYpj($uNfQ82PQif~GgY0be@Wpt2C zppF@V!f3nnqZhk*q_m296tX4ML-=DN!<)i&xeKxI_;{H^B4C!uB|?3y8ThU0p?o*J zx&z{$@`oLEswgIpE4P&&t$iT@+!59-5!P@MzX?mtF{*6 zi#@pOwl3~&8Ze%@ik2^b=6ablw$CZ9kE@7099J(6%U?7I3H=E#OZB%&^I-hoSn?EA zE5C-C&%-M=<^6llF)run*EvMxtzWRw(ZTuJFnuNgqQbH_woia8*UZ}cT=4YNYq&@M zY+(U3xYXq};XdBeGHI+a0Oc!5Ctugf6mvw{Jvtc0O>h!9^xom@0vBYj+O)yf5{bQ%nT9tpXn0au>Pr zimk(vm6tDf?I)5Ol#YfDb+ewyZNpc`3e;c|6B6A3`Oq()O%cy?zw*iJxu>4<^BIpL zYrLeqyjFcG?XBsBRqJEVb+@>o+;a`zXlgxW%C_=UXSvAoIee4Zz9_jz$iJJt!^mVI z@FPEw!_Rgz$)BHu-s-*YFqocv{59vAD!U~;t`N&Tj@NLd*4%N$7TpZxx>a1>V&@`< zWbj6Xpw?a(qXNafHe-dwNqr@mlvtC8MCC_21+mb0d2mV5OQyshiI4DPhrGxN+LxGf zZsOtX>QW1nTUEN`(sIubo z@^j*$t5e5vc2~U2!`Nf;m#pDawMjJlBT<;O8KYh6iTrim`Uc;RP9PR1Bv8{Uc|6>w ztWO%IyEk6W&Tpsde{Q)ZWj0$80=kN{>${(IziJ;HUl%Booj&YzXh z+&fFR(-n$-)>})|ogMudh8hqhQpkr2Rgnpc2L0o2livbtRr(A;QxBx&FES62?_XPI z?kIfP0q-1#YzG0pzJt3;}I_xAo4Mc9?^T%5wuEh92<(v)#Lt$|IqiZ6vSTF$BhvmXGR0y$bq(2~9IXtsA>LR-MUp0TKhmwz?Lf`iev zbL!X6^(c=qg|kf2Yw2VDl(i3*4}(` ziB|rM8%*QtT?ad43@b0kCX|ZOZsU=P^NX*L%%G8VRT7MfKTCIzxMz>4d3hbTe;D7l zsyoXWJMfUMC4jxjcpxB`9sRd~%gQARC01AZUWs{6s^wQ3S`tB>i&|^@#0UIu&~M|G1-CxI8csO1 zl4kF<#)wR#a)p3klsA3Ja+$GVt@bIYLo+nfdgu6) z+*=>Q5#@(-=pdwva=!?r_hry`f@TlS|6d-9E-L9jp6miNav2DyYe~3cJbtvn4~=g9bpJeQ3W#57dvpl$v~Rz)gMJvBJj;1f zPIs~P#==E=Jx}_4lvb=^ieX01ZArtAAzms`JXxr(Nc{97_v5i6(AF?W0an{u$!(NS z@m6KnFTyZq>GwmGez;~gjQ$eGnfJ_rR&X}zqXSRHpmyP^CnafRkmPH>L*I!dIJ_L! zBM07gtg#5(|0o%Cth%aJP6-ezmNNf{uX$hCi^o1a*#J{}xHKa*u|3HEOx;*}*;2}9 z7n%WA@}h5^Aqh=1w>{Do6;+A7QyFvGU!&GOo4@GrW_l_>-w8GfK-Jsu+o8|CxA!4# zFoMIG@|{sqjMh%(@JdJM8=};Z9f0eA0?-={W^dsV&xDf{?y%)4hvVr zk8Q0vS@o_`(u9mJ-G<+T_YyS8K-X&xwbGapJS-YU-L1NE9Jyb5+l<8K{?Lb0V!Xsx z2_q&fAk~;h`TmVtjQgl8GOCDIUVN+Vs`NKbDyRj(XL8kp;77OVzf_F%0ZnPt=iblO zHdiC~!mwx9vmO-{{P!24hBg$ere&k(-PbQe98#(nj?eMdT6C!c;|zmGZtpc(0*J?< zGFj)I=+R1UxH!hEnhsi3G13p<+elYEu+(n#`;~8$imtKM~&kQ8%x7a z6bPND{$XaqFnOvrbB`UIr>nLv;pG|Wil!07YWzxI=-RfDtZR^&Cac|$a`zeRrn65!`gc?(ezcQy zQaq1;ol)+~Ms41_hIupB1f4QaodBQnlQ{edr(#{cIvql;@QVQVm{mla6s*jbl7p-m z`%-=d{CbL`TYQTqc~thf>NS9Q-x|DE3b+>lo3F}>l&hY+yx4&vVoZw#+On5@5 zkcX-mzE!VmMCJWsR0jOZc^O_1|uPufBK|@?JoR6_^Xy$mxsfKGeyttS6Hf&lUNVvYx!80M@*H zVpAyx1zY+d+(FR!>{D;tX-#_=e(Up}bfI&`R)AGY5~NdHv860g{i**wa)e#OCy!@j zrYvk!v6HpbROg;A?~g^hV3;>@N?8zT$cC{Pt(+iyrsucRT}2O_=i^_D@Bv3+A$?46 z=S1{&&}-)3G6|LDj5~r|`S%fwTs*3NKiYCn9b8;YfHC?qo+e>!?f~}xS4r8MHhmYz zDvLZ*E&Y8$!6}3#Rr@Z)q^UZ}b1Pepw6`Wq_}zzU3kv~f;$&g0QCjPr)4%0xq~>DX z(s{mNcnUXN1)v_$@N7Vi3{BVO$Y?S5Vj2;EQO-w38Eq|ObN?>O9~8lEsj}+TsQUV) zjfsg<3urk9HyLa^M(;UOT``Nyc=9r~#E}wemUsE#upgir_+4gcdOzW^AU=~;Pg3Kf zr@;cR;EZ6K{P#^1uRahSC&*d=gTXc$?@GhB0=5WcP)XVE^xi8-%S(s6=a)|5_^&$< zPUUeZT#e$j*kyS{#4@1ir2KsTC)*q0>rD-Y98Y`_+f{6z?|wL*!O^aM#sCd8+tE6A z{J*280{WtbUBYvAZt6yMfF@wK6^O`P^?Oij04B+YA9>up8!%aGa_mld1UYHCtSp}_ zdmgu4ph44DEsoZ z*Dv-iz)t$%`u$!pLP7VwoQ9L1!0wr#6b~v*$HdB}o0 zsPda~7H*@yN1f)nxQfz<(@36Q?^T2#pbV=qE8YwBg3d0pM(5AkA&%s@GJ(eJ7%HtD zD8Qgz(w|&e74?Y$VHUoz-;g&{xVP_dtW*`5fFX$z^b!=VY4GQh!3fPw4W z(xKUt-Cc$gQgpGmgnaKY_H0ayk$hI`k0@KOPHwAed)hO6FKa=&rU&Rk0l#kDL#Z==W5})=PeLKo>a}t zK|k`hhHLmjFIyfZwi|o;h%mmaI{0>m5}VDla#$9iR^=~00oD3;)x}s4ix1E}%@z0% zJaY-Inir#`{}J~5fb)zPU_F@DOyf<<-a5ozP%D?oF5iKIN7;(>nCO6l;+jk64faQ% zyM*5Lb1^v;$6c}jGugG*#9w_c9(`)fDcBH>NB2{uzq_!7QZZS{h`0e6G8@CTVWN4? zPn{FW{izUI?sX+UZ*lBXt$!IGpM*+&y~d1M?cv8^3;IOS_X4yw+6fg~!8o7N4Uw*g z;~yI%k>|S(h|Ntup?V4%tx7c%|E9j{opgtj>mYH3qn-AhXl6fy8ua$XG|w-0a&+Ik z&r@P6KQQYAs15G8bLIAI5*fyGqaChPc*l%+wW~gN-7>%6c7%(v8PrT)WFPNhh2nbo z(=r7e8@yrAS-mEW$o?NEUL8G=^|W^24s@?jK!c!-#?`Vt&&O%;{cC*bl*fzRkdSa{ zX?OXz@n6g$n-9Nk#q&r~gm7($@6+y zv~^eR2Q`6)Lg-os)FUSCmVySEo_nP=erxZqS8%Fg=QeWA`GXN7*L9zNh0jdU1+jkL&d6@hr+0 zE6XE^Sbz=kv1>1%GpGHDh0|>~kwMCLdx%QUa_8?!{i`mPq(0caoGiL2yI1eX)^EQ_ zwP)^T1mjSf4oHsv#Kd}k%TRM2l<*d1Af~;T?uYkMR|NB*aG>FBco4k#2=CE*^`usnT7T0= zf5IvJRpgG~Dfu>@`gG#)srRIMPvk!%6RH|D2A#@N>ql%tuGN7fpGM3i+fB=Q#WO`T zW5;TTfF-h3+uHyNG6(q#S+Qhyr}Ace_jamE6$Dx=JI5B^<|nj&UR1uVJY3@=okINI z_hFG>pyK92d(n!vs4Z+2O;c(;SQE@E)cajgcv9|RP+#$#t1AiDWigi-MQ^VvmK@BO zL{%x_A?7!=hAo>P;mf+{9Ct*ojRBdEGQO+-#+wz(+TQk4`m%)a@IhdKhdaCeY_V27 ze+$u@7mb~Vf2WMEPv{zT0LNS8$fSOxJbTt~fCb~`iyeCD;k>$eiv>5PM_n+iyU5Ga z1&kK{(z8ADJ8uE_eQ5a!kns1?D$^~$q*F-1yXX{`z=zMTgg-mp=W!O!yCf*N*gJ$v z-Lz53a5UXi80g!$ariW8V1S9z!Ns9}ejU{|eFnB&Q%|AM&Yo4Wy4Js3<>L((95hm!Io8l&x%o*NI)4pMNoCCX!uczBGjs&Ied5Z9gAKxfz$i{Zt1si?zxvsrikp8 zdU^B2`b-3pcc^Fym}ixH-+a@~5Sw*$|2)n(P25esrL7~F!(^wcQ@u9px_+yCO(IEv z$p1u*At$>fN+{3U%c0OW_WL;lwi#`B?U(5C`}&cflM$yRWRT ziNkLKnhC@%yPqMbASLMcE*S$dUhb_T$L30PACvqWp+7nc-5#Ca#4uKlYLZUOTFD;| zD_Gsov3E1<&hV4OSZJK@UAYI!BhaKMysrJ+zXK{_psxYy))*af<5ghRjf z%>dtd2Xmavg-B?<|8S{U?`mhhN_%X=y75mj#=7=*IDGg2g!xCwdj5MNZ#y>+PU4w3 z2M6%D(LkM*{^m5;{rg6AenHRqnK)@o5b1XYP=Z|znhF>-wm@+vC-6Gs4RYG<72z3{ z`Sm%~TWBzzY(IqZHw%cBG}@C+C$iJUkBht~s99_y9ou`mlSU*c`a6S)XW-9SMLY_4 zj#wECY+j(p+~eyx*3GY3ejvew>9t}3F?ZgLWl(rVJ27B;Hz<3dIJ+0h(RL4l;==h- zvKa(Vk|zn*;-0u#50s3ZJ}1-q&NyS-Fs|$2GHUPRjw{U48^(BJ;wtV~1|oCkZ9HvT zqdk9rO+gswWRG*BvztF^#gUyF`itzYul+p=(b_s;>cMezsZ92AX-kGq(p!H+kz0AG zpmB<=R`y$gubVCSp8(Wf=Mt0b(puR$z2JzMS{N~qL)STr$8GBT+11E%pHdG>V__Da ztx7XmhX7RYMighqCsbzf=~~z^}F3>_27*C+8pu0!L;>d8bp0E>FIv2@al3)gT|AmuO6LS zFw-(%oaXaHt>RJhre|{2K4tDpw(|v*yA%Fm!E%SBM6V3{D`={hS(Z_dPF%gZ=67`O zWGhJ2euAd3_EyXjDPptzqfsd4(r6AZsSta=s+y_F<9-%$esabHEb)ff7+=l8a#koy z7F2?jIXlN`)9il!#|iteZ)dhdwaW_j>jOZGaep?F0P)67AdX#B-)UmF%6dxUq+&_P z)`H%_aO?Kc%~W-?ge~;wKsU;@S4Ee-wwHm;45%q6kl&jaFe|HLo0e9;qZJb&U5-qT zj%!evwYx=?gxpxx`CezgctLW%ncMTeZs1hcRy2dvIMrqq&SKZ#P7(5Lom9!b^$Uj`%~&w$mJ62&R&~TZrUH`JI^o?Px+J59 z{YO{f>v5C$C0@D53i#>u0|Dz+)3SjT@>23l|0mEu5HIdA3Z9dFI?YLmoj9)2dd4V8 ztp8!?_1=n}a;`yA_V!Vkj7+p71)jrY0s`yw@j`>yv*X$1q5^$y4aV&(i>8gQy(>6P z?JXg_^|f?!lXbM>j2cTtpAd8cuYSka{vCW@Xxlw155*KZ%0K2c!|fq&BaPVRHo)w% ze55_NY~4)0w8oys9%W@W2!4|ve~&NGtlf02tV-gWi&K6V=I_?`6E8L0YGQ0 zaz)#J@*iD%p-9U3TDG059+iGY!1l&ZiWia%QkNiME9|8Db{p+FIAbroM07rGbJLZv z){mV}L%Z#YH~lD!anM+E_xsnubgf7VKj21kyaE?5x$E7?OSli6OUCN6tWb`m*XyDx zhpQ7P-T5|02Dc{j4}Ez+>ON*a^8iBmcxXQL1b^w|Pg8kf#oN`Iyz>*|(98XGngBP| z(MI@ub)VaQ-P`O-JrV)t8saC6EeB!^OB)&vJFA!?Mz`)6iy)BYuR}UOO{W_inW`IW zXVvE__D9o7-@3I)9@Hkdi%b3W>bCKpayt0D(LEjY!>6B)RF41+_{A$-HwhFGsgFdyIU({GB{~&%@_Z+O9iDbA-oal?5o!9I0NXwO4 z$fZ+UyQGvXof9p~$h41ea6eDvQMj29(b0{~O2d&~sZ8Py!hbf$nQh~%Wnm~Bd!}@p z?#QhLzC9q(5+fVCP zUCmhC0!O{Yy``KKxf}7LtrTE_20#c6g+BaDB^+lHGH9G0=P&sT7a5oI6;c%{( zq@G^X_bIxKv7GDk@pe1;$4@Q85ewz#My=^$LM1-m#~1;xsaj=|U}n}xXQBa*jXrPg z9Vsa!eQTQ6b? zxdLUH==tf$^R7Icd`B;Xn<2N~(Y*IuzeB)GCl0BaDH#o?RD?v#_s4J!+NA$oJrY9e ztf>xEaud_r;(cyxpe~}T0y+jcYpd9dRY`~wY=-%l!#G*@DM$J@y#VP zxA3oj+}`n%X~JqMo`>58tOFK{ae?!Pn4umT&-sg0LZp*_xfC~@DAbRpRXTE$hK0Xj z&7Vc*7*T|fMI8qxY z1d+`xf9+#+d(LK>Mw~euHC>kaaDrz))O{E`A*!}=#7oc zF|~EJLjLe*MTXyHQaRgW=|$UZMJmOdT6>@Otp_6I@Fb3IC})(WlIB;$b}6(F)Y-J~tbL7YAMwfI*~Zd2#!mQK%kK#Dc5pIyjABeJ z%n-W!lPzy(y)$Ew5>IhwFU;zr>{#O6=pS0Yc$ymA2%-}#_3~iv>@oge-8%q`e^1_~ zU?f+LlgRIP0g3?;031>Yrw4ssV4t|yp^hZefrv~piNx#{zV-AxHisdAHy}Q&LGkIM zKLkeVm-~vb)hn^9=eDIsn=S_)`y{>FohDDyojFo&eD&gT39Cdgo0Ey9#hxFf3*x<) zs*{tObOQZXJWai>1widc&`jVaScidB3oJ{_RzewHQN3HW)Vbp3eX%Q0SfcxBSRnpQ zk{eT0;Amg!7mUAuUV@nzo7bcZ6D%w>;4OTK#KlUXz>+Rpgz>tMR=Mmn@#3;}IA3QV z&K7ERe6QmC14xBllSD|&-rzBAG7)koHc=ZheP&uHwYUSzU8KB&Adjm`=h~o<7jEFR zRfzxuGrJ%G?>b~N<&RD@vKBlsYBiIR`q@h*Qk7d#i>%U|CS@^JF+W~@-LG!kJo+dXC*D$0-vJG& zrq|T$4q~UW!rXFm%DU)yyijVS{^j%0jSlW%3M%)`O6Pv7B-v~Uiu6UXj4gcf7o>CV z1@qc>CXsAK1lsXKpNnQU(VKXm^n8VMACPkg|!hKYyIF`dl^UHYRg%lUkg)e&UDIJx`$lU!JGR1S+e|iY=>)&{tSZGvAM}Gia zRZ}+^LW}HrAj5i}=U;GG^P`{$eVf zd@lIE3d*Fi70XDKbTm14=ObVrY$UWc8m7lrCof&(5q0BtudM%LGPC74Qcl#1xzQ*> zq*<8%uV&n(vUEMt-n^2#PSrz~>&(*}!~RX#sOyf66kt1AcZS!~2hsu2gLB8XWHVN@ z+QJ-5KI=JGkTcM9t+5)$d&3%t!X%Y&zP4{Vs;Y?BuN_xDhO9>=lRju{^9PtH&u`PA z7Kvp*K-9>!ZE%PVJ$L@J_2A>uotqC#pGvCwNi>Bm`QnNFIXJD~*DX#Pxy|6l1uiy_ z%3PRPv=^eFq|vxDJh-;2xGGE#pfc?5{if8$5`0Bi_6E8HZeqW{ecp|=1vjX=urc4= z2&`@LYczKqx!}i>2(6ud;90v^lgtLRq!vYO>UBl147L{1PoU@&LuX`vbhW5QZ^5OT zKG&LX(ax$PtuCw86s#%fNOGcpzPW5m?&YD4T$FOP6+1Rh;1fV4x7|~;bB5CfoUR5X zk(z>|1C9~VdUxH=kz>A?V^HGCgMMcXz&}v#a)Inn5#lec*48~tH@=-;*9X7}YplQ=VJ6o04 zsrnioBzns`pd(&m-S5bAk0S!9zB3(~ zV)NOlF0mJ7YxfGW7+m%gXL=_ZKh1F;b3NkK#^04-Y@l{-JgW$_uxdDJA(4!QU!+rxUb``Cfdt>v7$H(3X#?;eW>vWfL zG4{g-_;IU3%p&&yV*YKEc5|=%IX1C^u_z44c)Ae&yo2F=^s(MD$6u7205?Ib!TT-& zBcoOkz8({^A=#FKSw#l%kGEpu$QiB~#Bf5*@*gJ}RlhBZ*A_)L|m1^OR0LlQSl!N zx<)P2LT6n;r;KgZqFoX92${P@vCF4qH%&V2mlIv<5%%3|wx^{Cv3za#b?{8E^-|br z-Hs(zsmX)eo23?$#i#MQGEq=+fu=1Gxgy5xBATW?bj4G zhDTop40KB=Vqz!FE!UCl|GKBqpJdt_k57}~9hV8e^>;+2P$pLN>tkMp0}gYosY2@> zH=jwMK!0I4yK^2tB3g`2?^su`K=IdEoq~&j87m01viV7@fvC|F@?2(qIYHAfc`Aay ziN!PJ(@L*9`H>#RPcL13tE%4xns|8RP=WyDn8k=5r#AH2>m{5?4bnb&tiF|(@pr~J z%BE0c{}^(sKwwr3z9L{k)RsBEl{(+k+2_DR@+W}!1`Od|RwD}H;xn^mn{S>mVMW(+ zS&R@Sfj&9yR*M-oaNj(i^~YvAg?5s>0Ii%)&p2i+w2=m7O^kPHRTUw7*=Y#N23h5n zJuf)J6+Y0vd>K*e#%{wmY}`vr({C$ZzH=@vsS+~RqcI9(j?I!$$6-%_ zgXab)(>kG5iQ68@`WwZbezn;sflG8aK<_;Fbl9ov%-N$a!1OSk&+a=o$jM~EVvGKC zzuD&P?86p9e(^zE0)Z1<5+A;^%V0yz_BJ^kArVRgZ8UsX2nUWSuV($fxf}+mcT2xm zfx!g-S-vMjV?K#>D2?=n|?07CwyW>Z6f+6-Ycoqh|^c^|5=lJb=IESSUb z+SUZR2mS}Gwmc~CXkrh&aq3BBRB`r1|0z}BhA-#r(AGSc$6V1nt-l;|8)^=Gbw35na*z;Y7htK-I^)_ro|PPH98J4}^m?!8 zV-e+ZX@>!0+cEhQ$B)styGjI15+~}6XNZeRfuIGN-S$oZ-n?M?W!Fi;4(~Ft{xC-L zta^nBOf*5kQp|1l{yXM7^E4KY&jf9<7iSk%DvJfpIKl7-5WHq>Q}fzR+@7!!$V3u~ zJRbX$=bCMI{{VAIjCY+J84uGRP4D^`C+g(z2)4!|w$WRo=Eqx8!%LFDTtYCl{e}~} znEiA!y#6=g!3ECYh#z%im3d{6sQahDDLMFX3u~)g_0lR8vEhRn4}_b`u_H@mgwMfr z39iaUGzMF7gGA!{VcrkyHEC-1J*UPCu1Rd)Q^r@|+e*q+bD4$Z4>i(NVObWkhRW*= z;Fm|KdlokhJ^0Eny=Dzl0oge6mz6((uOA>P@l~ftT zdodtT7|SW-0HjsNS21tj5cBkHng=lAEzn}^Ymyc&`xbEX-*x=ZlZE1sy5sNl3j6v% zoB&p^*~edY5Af*JxF7GQPnQe?%^l`eT+$a~Y|f1zpf0pee1CkISvebpK2L!G88GrM zk*@xh`1Me-uo3OUxg{BB=}B+0@MI>j=N>tO?5SE;{O;Y>*hV zT$MdtXPKvP@ikG?HyS%1{I07zF$WcMK}2=k>4H9NaID(!X&`wb_6<{PHdM*(OgXz>{hA~X<2b*t0aK@HJns1r9RSmy zJG&i-(-GrPy)ZI-41O%oW5etI4QBQjB?tibDDeP9ClJy``-8S~QaoNrv%Z-=|G9uI zgXre67d|%0uC3P$9q7wOyBmrUOd({x^xxB--D!^G&ND03Avyo~v*nG_0{BW>lQhNt zVood2UMIut)u8_bqRw!BcoS|D`r0XZRB!e*vB*CDf|k4qNk8M&=iw30cCN;l`;Kpe z`Z_60NUG4V*jRxFgjCB-FDn-8vp`G@PKtJ0o}FJJF+5-AZ^GRxx=Gmz!!p@K{mz36 zA=m2jaE6aayJ~Z%+Ai5FNvR@?7#raC>WI)3FA4*uU%^^ zHfePfj^+wse&pw~qqOHY^PuYAQ;l;6y)%m;^Fnplog@YB2W0WXZuhGEp0PGBb#}&Sb?%&NT(%bS4X-2LuiI zg?;v$&d+k9kN4DPxy7$bPJaqT*4}Z=@p`mlz4Y<4>QoMt6A&cfXt=XuJs1rj0ye^j zsqm~=v(^<5c~bAj>0~31^Z#5nV~#gLKTv#2yCt1mdLW}z5Ye43m2N*-!)rewY-(z{ zJWXFP}MBKhD zjmoy3HpD&|8q?@6)B*sdj{g2{P%f)jLw#>9r;2PyNj*XEN~^k6EimG8{%i z2RgSayplX}P{z^20z+3tV40#B#1bU^M8T%!dobytm?oY$?$DSD_9*gz-Cb9NsTq6W zhc{7CoIdOF>N(1{`1#A$*?D=t`%eeIBu`OJ5K(8aNg_nPdsi%?M{-WLC)@4dbjBNo zJgZad-eo^-JC@aHEI6WS|k2<;YjE z#&xBIuSZ-4mI7Gj z4Df*@{z$ZJX}HB8Y2aD$DL!~KLHaXjJsV==s_HtrwGBQ9*hSX6b!e1tl&z zqjoP4RwAbwKK^HWI|_#O5+0P>PbNwD>?6ow4Cn({S=kVm`}gnvVHA7+!<6~v&Cf0I zM9aHPB1$nCv89U*==&0s-z%?2qggVC08X{yY>@r1T~xs})iR(*L^Im*vBl z+Z*)%(}5Mv^$b>Lo>F#B-)DmH)PRkRhpK(eg3N>rGkv*xgRn6yFQ;lIn;KnImHC;G zk#X(XwO_suoF=lBg2Xme>yePZ8gG!jdT#e;>`}7NIAmsH_EwEnQnmL!T!Kcf6KM)? z&57%v3N}trd2A6ReI9>HSsn0A;&`5AJ!6+Bf+7J*Ye*u1-Vi$$N|^N*8eLk25AASb zb|CWM5ia$EwV}LSqU#bTda39NKRHlc!sUUbW-T}PR-<5#zcWlx{$5K{)Z;VoXX=L- zRV*~u&t6^y=han!8s>GSEM7T%$ez;Teb4Qx5-Pa)!$Z>yqb9764n; ztoao#<>v8nRt$E>-o715?@)Io2cc+k>MO;~TVLmT9CufZN}Kf;1OO48 z{_Ka-WWHfzbW$xk?CVFO)m{7k-2TuZ4loEZug z@#atx`akwXdX>?zNuyyh_0~)f*}ul~)0nU7IYSPj zZ}_E`FC)aT;;1598xeM9WBtq(IM6kN)8r}CJ(ls3L`@qK4#3aXO&RLJ0OHfH2M8K^ z`VP2jE;v@}pPWJ_6imKe-_FcrQM|40CnOV&YWZ+)X6LJEPrQDn^*M&R2RkQl@NlHH z5h`^I#p2FLKs!wWf3e~C`ZS&W*$@Wn%KiIcvG-;fL8W_RxuKEP|NkIi)3(cuU^e$Z z-Vn-GOq4b@21Vcjw~z0}SUEq8TW?5aZnK(gB^x||!83!oY8bOK3=%e?*y5H0`0#)j zuBwVf16l$Y955fr^(v0D*)g|lYPPiz)UHyC{xzWfosbmb zeaO2vVJ%Or^ce(Y{*$Nd@RhwN7W-~BDAYF=!nQb4M_=G!V~a3Co_>7w>Y}Y6J)X=D z(-N4qD zMT?qSu$CjBJOa!PD_gC6d=TFieH5WwGa`-)KVS3@QnT0^N`C{udHT)e6oShJ0xRUG|XVeh}gd3S6vgkV96%PoVnM!{0#= zc@_m~`*5OYv3o`LU^4XCfDb~y3K|GK*`K$oOlU0s4;0mwcCIoRdL*NKw`K=UKAwHFQ z?u*!TD-m?v&PXFtN<>6t!m*WP0(pMAcUmHyBB;;hd1U1_ksr@?a@}8h@7noX%v6+5 zEY$KF4GZg?p@XP)8p26ky9Xc0UiU3de=eD2R29U0VT-31{+~{yAAgk5ky2p zuOlMZY8hx~SN0CIlINgtuKb|te_jvOP%CuDj*-b zCLIdfsbGk_@ObKn$2X?^4jABOFt7BJWP%~|7H|)lA4Gw1?gjtja6)GnWB(pJqy}_i(|%1Q`QmZ}R;2&{)>h_{AUj_bu=9B;dsf&h36e5CAbBqN@$b z_BCJEwP6;^p0|pudT{OyZZgvA0ZmO2<~pl?g2?jFg7m~Rs^7QxKA=y<;QIgeb2ZGh zy_~kac`j&TXs5z#h~OH0;XK&0y-PcT2MU+f*tw|xF3G5puTPUPGgDGqrsU$_8*k{s zj1I)-&rK!*y`yid1HoTl&4026vziztlZ52zo*a)r_M$u-R3z_RS;O)2b1%nnsJS5a zyhlpqLRxB^4<;c{1QBnj`+b+_!@=3$i^Iw$oq$R6JNJ36!m+y3SD%>xT^g(gHbfyn(C+!{ zQmarMv{trf)0lfpTJ)=u5Uh26wml8@rK_~$UUN|tFvN0Z&KaD0P9kpy>XA@y)Cow-kEocxpPPS|OYq;8_aTNk)Eq8vZBS za*I9bJ&Rq*i9!yHJBwXra65LUip4Ye9|md}`IW=T@CaATy=kg`RXZoh$Uo3$Q%xe! zXFmYtWjdTLsN{zpA`x{L_qNYKqNl+ts-bt{1?Y$EpD8R03(T!n?f*Vf9X?X(a0cgW zC;gnq`EOtS^(?uVMOfA)ILeFQlv8VV>G_KGmLO)xi$~mvN{dgDgG$;k;D6E_D$Q+(tsX!~7i zPV~Yuf4*5p0b{e~FM0AS$grqomQpJ>t$DJxc~-c=W@)K4f^xOWQl)$&`Ny*}&%mqz z_9a7tT*G=8I+9m61XM_9s4V(t{mN9;@wUJt?0Y2(UuUY`hi|fxTJzSF=RAq`!KMLJ zDw&;d3#9ri&5@3T8FVaew-27`=xmLc8CSM8__YgN^F`OM`lc##oqR!c{?e?T?#cdXRn>wFyN;PC7hBT4-o=F;JwpP%@)=6b2E=us7aY#>q-n}rQ` z&I!`zfPwMxo`B;?ZSB|O606VegCFE(92m-IU3kY8oX2wbivRJu%z*G$;Uizz!YS3% zuDrW(Ln<$W0{5Y=^xdzYEz!sANrSg2)7#g~GC4dq9RJ{))S?%Xa<2>$q!kXkIhwg{@l%kLtudgawYY=M^Q$a9dwUZHJ-3W!XlpIvm-NKLV@E3bdIKjvrk%rNeu*s*%;GrQ_z zfM_zcf9W@6wj6E<344%!`_`1vELdo+|H$D>j!*gK3mQJp)vz4-GD)KDc*nh`FZyqy z{EO=GW@oc6WX8t2NbTb@CHQ;$w9Yi2lb)Qkrb`v?A{8zqj5~1^oailxCG32)$w??T zqsnTaeQa&P=C0WGgJ#X2xa`9E%bM$gPUE z%+v%C*&g}1oF^m7wjE^rijE$uJHg#FC-@!_LCDNb)Nnpkw!RVnv+o58(P2g(^Vp%l zvZI%C;2=*$-}<^b(mzRW|IV-CsKqWy*_}fu90~gRvQ13S)>1tb*BBUPoAH%;5Og2k z6&JNu#rZ~A7Y=$hZ0vZ7{_XQWi5dBzJ;bO(^gug^C&ex`^5ozKya5jg#Bn@#m-~Dx zr`|GxV3Db&Vp>@eB;lh~-}HY!W1&)eMQEaEs)r`BTYX_%1H zfy;{{R~Tu6YieqI=Br)R`(a%~I3ZfdCT_*DD=FLZJSD~W_tcjY*Zn)|uI?O!29FA! zmJ_D5dkmuU<-6sxlWYVSziof&JZ6UnJ#x+GBHVT|{B$I2@qMnP!yVMAckLbO&5yqJ z-R;)G5(IApsc<-aM7+Pd9cqphT6a`expbb|;SuT8%M2STjg+*5s_xSeQg70ocfT%D2_Lh5?>R+^Ldk8f88KrpBlR! zCvxBK1OSM`zNvosT~QhTNX=l`IwiSE+5X)MT_0Hix_9$ZOwIPqwzM@NTx&Is|Hhsy zGNt@!Sq+_evpcgxIj!y%<D-f~YC3WFb zEb>4+%*<+TJeV8LzgZ?-yseoXUuWxBz0;;FbfE)>fC%;WBW_WnJ>B9$jFjRrz@nEf zHT|`t5TW;>;>PE;@JLY77|si+X-$3iF)%%r$>3GZHDSd!aQ-+IMbuOL3ctcCuc*l1 zDCPVY%(1jT{B)T+r@;Gz8#O2W)~alAmLzm(oK>jI`v1}O)?rn4%^T%Rp{$=OQ& zcHRA^dS!p`vI5O^c+!C9w&jI#Y_}IC{viH=Dw0U1K59-v3EZmywdg!zo_tQ8$ zwp>Og-iOy3`_CThm-0{?L$|XjC;Vjv`oP!mJ|$yM>ikuVzk%VoGibs|FJjrhw7K6& zQ{{|(Gquud>+-kEfQpK{b$w(g>TE$2si%bhi4~6ywcR#}XxT3EWcjP`dYzTr*l`a*!Z=0Lhvso+ zXN!M{fAW+FcxVf1g4B!x;w&Q<-h$(%3o^ zJ7Tf6kxww8ou4!~V*-cT4OK{q!@fHW7*}HY_S6k)3>b?q1 zgJ4cv1bj{3n?VIRSa-zvMweK52SqCq)LOkISstkwJrp?Ek`Cu1JL|C6*Bx#8HYR~_ z#R1pIt8Yu)B|qfL%c(DIb0<+)-I-=InAf>nWf;kt*g($gLvsQ+TT3y=R~3(TJ11}>5Bw~cD}ovXHH;vrJ=1S zryDK!>ImieV69olx}(se>Dx{qy!|bW)x<}DuA^t%#b|^6F(#i@C)_S3NobK#%ON_k4#=Ap`(~T@FG{wm{D#h`s`Lf$!)k^heBpVrH z+86TUS`B8pzA|{WpqTi;a49Dy|(BrgPa4=r3>7DowjM;?fSgT@7;u_36l75&yUBdpNRvv#(l?3_RU>p zzty6P+?Rc=Sv&V5ZO$y${@vs=uf8i1UXjL^grDTv@0AmA_rA!79s7li!>Y%~(a(x_ zg2`_;E{uom{#%boENyFI;R5eQeZ$^ldZ|n7Bfn@2>y=coiNt%p6Vg6yLO2ssvAkU$ zlOk=Gd2AdH5>>%(zpvJ~i#s{l7_haw%lbj>!&Tc2{mNGuHftr7`pyD^EEXH0sCqf6 zp;J%3^RSb62$1g;Lz_FsL%-)`s5Yku2~#5vqE6&FBysebklwNhyH9yY5T{Wv5}SSP zio^Av%~fQ!7sRR_nt}m!WRf;ktUP1Z+mc@xvzB#;J*`hvgJDS}n>AN)Q+6>)=;`U2 zxKD5%IZ0ww>LFe|c6Ap!w25~S!yUNd zM5MR9H6tiSI_gpVuXy-IbtDsc!ojvRJB& zxG7AepTA7y6r6h(d_Ut^8^xJ?(LFQy@kEq#=0WdvQ_3ATuSYWQsP43^QqPc__C>$-Y0qYaW6HTW79g9Y!+q*g$H73x_kZcPV}-Q z?G78-uWKoYm%0TFqN=?;|^Yjm`&%3r$PNfn0!UAoxQ*oSM)9R zskKE#$NG8x;aPhMRj_WR%fxpvbW1I6l83%){lXYOl%A2n_2TEH(XlamC#P?|7w5XQ z9%Z|)iCov_6%Wr(d?!{`&c*4XJ1YhGXGczRBBmXFn#P^*m|qN^IpzJ0+|6~$IOTqu zwBqR?a&)ZM?7+TH`PlAK(W-A-w^gaSectQ%+JAaf^2kTC&xv9PznVmC)E-dptqfH> zyV&hh-dU@d*oJJk1cpE7>sI}2x*?`3rxN4|BfUSy;_@c>N-W~(@Hzj|teQ3}Y;!)0 zuI%Txs@I6;+pm2rt%>c=?r-Dm#8Tkwecd{b=XsZH`nb>@zw=r@Rr9B)Sm}$dV@I|l za`^Y=p;podII+u$V2>ke`GgJMzTE=`x&?>E%P%J<$KBh@OPEC~-(;yb-D!O^mO(MD z&|}XEAv(_w>MtUVeofn&@LgmK`Ce1}N56}={x-4YG9RA<)%jc^)&_w)-DkVI^^NEr z91b2F<(DFnwZ{9mW^YLrT61iD-#Vo_;9JsOdK)yel&8D{(4K#UzbJL#>TBJAZ|DLr zJg)D$jDCa+3Mo(wd-Lv{POg~KA^`vmk`?QLY$>3#JP+2{mN=S4D&21Sob4s^IrFKG zmGhj3J?0-?v~M@vuYd$)eE0wxWlSF0*wol$w4INW@JPs#t$__>o4H!m-5 zWo6~F+=K1yyMls(UB(&d>7Sya%zTnRetc@O6(p2Nq!4R#{NWs1*H)?e2V3F8A4adr zTlbFY%Whg%d8{ythKb_k3-J%l2#yF&nXE{{u7P20{fc57cD1AlmLPqYdtOLMC3s%5 z#W+((h10Nk+=OdQ_AW6}PeltM(3rU9w(%#MgGpn#EpM$16`(uw7wg_bPHKvW9dICULc0)9KsswII4zohBq2uClPOxU7%1ZqKz96&L?(YYT?*>h$z9>wdMz9`pG4xI4A$e0%IK zG&eBAq*1d(gXBBna!4)3wV0dB4!e2t<_jO5mwzK(G`)+B&dY;Q?A9cl$5VrUHJ-V9-84n6|k|RuXucoVd#M-b|#CkpdfWX-L1b0-bqdMZUFm?GD$ZU*C*BhJY1o<-5D%o zaIc%-$wzAf4c%Qm{}gt7og-+ainn6q1W) zlV=k=>jpL`_s+{#Yf{K>`aG2=gu-0zyrz~|_J+unvem7UykjQLiXS(_{DLliUTkckR5$-Z!4gKFUOmQ;t zewOHC-(hvbj$HLFEGlknYYfh1b-=sW{%cq8^(m6gTVD+Jsz|^NJi7HrrA4nA+ZZiw zbQc(e=N|^M#`-L$#zU$7Z+!V2`#L=B#vs3;vGK?$MI>2s9Gx|aY`}tu+9P~a84)+A zbM#(f{gZp>=C(x7@7BFLZqff}uC`K`J9*2Q_hUrVoA~kTuC+qATPZ`&@h`Sp>iC{? z$z>*)iwJ5hv5Gh&w&?pC!YBhheIwt5U-NHacHhQHQDJ>oa-~6RSmiDI&Br-CpQGM2 zZ$1F0UE{b()xa%Q5S^ygss&&D4O7}Z3?fq{hvKFDiIOfDUu~J#B8vZR?{29F&fh~P zIvy5c8X1~hUXKuIwc9di-|#KSLu8-G-}z1d9#Xs1ios|%5d>xw%f%ivlf1qhp#12nv6ZNVkdllC&xQeHqbfOc{5M6xDFI2NW zAWXH3EGE;RkX@(YiW_x@m_A3%rJc{n1QxB0-sT7-@~fSeoX;Zz>LyG<3e-egwDyuI%50vk}l}?+|+2-jj>HWT}qw&rMLB6(h z6CtSz{NChY)Nl7zXxV{aBKn|5L*MF_cn7V6mnZmvWytoc?0$>JhIpCP(*o*Cm!9#S z`8Y4LAk;;aSox&k%pEK-D98|0eH8Lb?Kd?OH@OG-Gow<>;1RD#gMWX=Giw_%?ITm$ z@zS4$g{c~BH@uiF3yWIaDbtC9_gSYWBLmc(^W-LUyiFHL;eGCs!WUF^ox4gYXyUPd zqoGycOPcdB=4Q%*TK`UdK-m;SNA~5JIg{uGdzXZXM&J&L21dAY$2mq<$K>vKAOP%~ z4v-<-M84TVkwUcSbTxbnOTe5$ib_I_!4;3LjUf&d{l`u4$AV{q)_x7p-Q$L%dq`u2N@zXB3!!xj3cXrstZ(fg!V=Y6n?}kBvHo@Chf*kE@EA^ZJ zX30{G?2G`xpd^Zojj(W8F-&!fc zS~2t5omcFjLtFYV+)B^W?tP=5wAu(N_+saeezsq4+V7r&pW|a7gdE*nP-hU$)xr~A}W-44d0Q(Z&*?IUYv)PgM9HD9| zS9WL^pThSgV1RYL<$73Xc}R+i=e5J=F3=Ra)pu*lai67-P{zwj7|D{}aR%V~Q@Lf$ zO8`;uzYR+L2)>1WeJN8>tn3HtXC2Xi#=%E{4fv3>%*-r)*{GAdPkpg&e;#yp%}&NH zqdYFCvD2@}HQ&dv5)_Cb0(6=!NQwKNDKp zOCOYrdUdwEsu%3bTdbaL}5Ga6;b ziTOjpqv@I10HvHZ*NZ#RcYw}mDat{UJvB$cYGtoUn!Tskkot>N&+7Pg?>e3= z`^l!$=C^bM`5LNi-~ElnfwXUC84j>HfaQjlZE&4%e~k=Qy}A2e2qTq6NqyjVxa4y- zP?|8le;Ea2>m4N*rOKrps4^A|*IQI)vr%cfPIj&Mrale`|8fKJbNZX*h}UHYuPgVf z!9RuQlBV+A-eWZ#SO@`K& z`1+T;LCi7L5cbt5^5f=4iLbLDHRFI=@FR&k9p3S3tzT91Pjr4PQhC`Afk-G-2kIE7kAxQAn}%eVkA}VYtN~r#n=T@=Z;XkM%Bs7<08E_(T)0-#&_dgjfDf_kfd`E^IK2 zb)^n3Pg>q|;ZNnrg2;a)?f<>dX3XkXyH-=sQ&sem!b4v-SkcN8*R?^O^O_?@U?5ZN zK>I8~A1DW|wpHB@acwuhfMYJ=x5so@MTKJj72adN-GXQ3-k(}!utO>09{T4AtWT-I zSW?A){bj#^P%MmhsNB+RUm|32v%naFnsW-`fLF~Jj{g!ZE?j3x4q;GQeviE4}~xJn@R|KWiU1>e(xf(?L+jdV*6?TxEqsJ3sx%o zn#XMV!!P2t^j&FN9{X4Bs>4hR_VIFPyP3rQj?JDDkk$C0U>yO4roR(WDr+M2I`Uhc% z8$r;knUM@rnU4MhPu?rNVWBKi;6XAcDsq0GBJAblN}oYVd6y2k8{covhwlk0+LX?P zMMQd5_O@~Ku6$xlCu(hN{q^e?YI0^q?a$3fML2?<`<><@NviY^LNIcw%bJiQ#p5K*p7~jG*vnWI!9iJlJ=K(!}vJ0UrY=cd`!9k zKWXo^XQPB^H$h=mI+}j%7k0foL_ds9jNR`e=(|B8hkh}JDFKqeAy$+ zDrsAseAKt%=yLCt`1=}@i;j;A?;ODjD;d=?#Z^CBRw>tW4<_qgkHPjix9eN)h=^~W z;GyxG+6$ann+*l@EE~wOZtRfx?20|(tex~Z*o7;bz|llfz4OXznVdXGAhDk(vdxf( zm%tUNc<%)x1^_mYe3G*h#*$0R!j>j1-wy zH-JWIpJQj#HEYID%izzRVgf>JtJ^a|t{n{c%|}Rh(pj|56Zg_g<*(Ro;rzS!i{C(~ znA{+DVs~-ZfYD%ZUr!#uq9sK)iI}-quJd3zIQxUp&COTb>V8?3Wn5bJ)D33{0X-@J_uTdjEPJZ z)vR}0u%COOK*{{a$$`tSTM*Uyx3VPQ%#fIZiy4!1c28|31XOe{K=hhD&Rse>kTOlr zwtf*lKb%3tFKhoQCbsNBz1sw$cG)LS3@7TmN&X?#jBsiZi@&A!>(7r_&|y?F9efjT zE8e@@+}zacAc9o9Pw?f7u8~d-87Q`m{qR@YyeTSr%!yKauFRvnlo4@PlqZSeK3`>$ z1Codc;>VpaYJi5DgyDhjA#C*r6 z$&!+i+&n!ALH~boHgRzi{yWtaxWR;X zdC#M*2C{q7WZ=HBNvxe$FeGGK3hF@cSf|8Qm@W!FuS3MO$a-2jz5B5>vACK3}9)2XoSSShFv3kbkM0dXTK zCA9^A?XB}ZsSbjX1ir{3etKyB9}b;COVpfnofe+pa9g+u?3zN}h|#B8|IjDtG0-wV z5>MN#goLMsJGGHY-4&p_jgF>*hm(Ey1sn)dp)NEq*wt)dvuNhtVP(bhLl&a^<@29S zP1n5Z{zS51eT<5F*JCl;OlnXwbMNKcpGZ7vVX{OenXw#M6v36d(}aM9x|_c3V9uVca%l5>luMb93CANy_yn-U+;s0eqP}VMwme%=23}R$M5#`S-6Zd4NhBvuzT<5>J~7^C8lj8q8F!*c-UBkj7qa0 ztu*UO5=p1@9w~Lnv;4#7hk-R2V@q|j=jO2X2xt9{*G{GH2g?ubxXD-zP=^8tdiw#+ z?Okmms@k%oZ?UrJF6%#kZ;S}!4et8drAN5y>6Z{+x_o(RdK&W)H~`S}BkE{4j&)D% zZH5c|`}@^{&5YBDq|-i$ogW5}^H{|Uog5u;dL6!ccY~%={z0u|C^?TCbYXymO#f>q z{hLbPh<}$h(W?q`G}eQ;jeUJzK*-ut=j{m!NbM>IdJ0~f6i0Klf&q{zt5v(aM40Cu zxB{{FN_9II`HO9nzT#@3(&bmdJtvB?aXbmiB8*8oQ9b&+TF%R?&U3Q?C^s zc1HaciH*kG{gU>seLdNlpVpoRScWD6pWKAp+fuqx#fwWyW@62gUbKYV9v&X<&QPQP z`E1JvLPj!9qf6)K=ZF;V@-?_65(FfSHNoz78oe!>6EdS-?+{729%1Qj&>GG9OmTi-o3jxR6sM3tw9IZ zQaY~;+E4$&9rxPlxO-L$Ui{tFPbl(GX$Ivakcz)-4@i-gkuio}wmPlzb8}KoPEPq~ z_oKOJ78A86W(@6oiZk+af4XzkxasiYKG#4s^jZ5-^~@-KFIQjIf_8YmM)mZ zCnGM7i5>8D)Yo?*b95pumf!v^BFTmLmLqV4)mN#tw6yfAxmkPka?Sr}_A2VOK^S}b zFKCbTxtFllroUyC^!3er--MCCA^LH()t)2APs_o40sEB}%+UDd?o9uhC$(qDQi+t|JBHjt2zUl-oGhJeBcGuHUW^}#YrHnYFc%`;-ob%O zY{;C0tgxa2ZOFj^8wDcz*YWWbz{3mg^{c_vn{pngixoPSGC@2T~49fxw(t+3Knk2&H>cS0|(6y*ulD1+Fm4JkhYEY^ocb=L5Fhtf1nOonHsnOnYvUK8>6;!G95D0x2g;x{qz zOQYkqN&1CWDM7__+hA&pWn*3ln;)G?sy11alH z@RgDwk6FURvC*IMSk{0%+AX8w;k<)E;&Bj7=cylva2Vr7KO~nV;~gXQ;87d^o&v)A zF-w^x54l&oVih?vZeKMki+`I_Yxy_(+wMJvGnj(nPm5)_*!S^IXJp62*Z-x^tH78) zbK4MkAH>Bbwo70$BrKz&c@;*Pab@=~ISP2Pc!Fk8@_Ge1R3kp4Bv3AzTu-2;cg0=| zkY~*8P!8`OmLq+Hr*YI~=niKT>tZSDd5$km)Zb@TpD|a_y~hG#?!u?OxeaFVIgcEaZSIdUr(D zp-U`=$C^YiF~8fnt!uQ((GpZ@pD0&+K6}^BOi#-RMF=~u4)>h8mzI>k)q3PLr`v6B z$=&Im`|PzppdGT{MjQ{S|GQcsG|Ck_E%jDsy+r|37UO#O;>@GZ;StJ2^W@!(tPsM* zLhyFd>7&`#s4qzEeC~X>I%{shql0wA)SxA6yUJdeAuz*KrDX?z2KW zOIJxde4UP&f~aq=Z)w@PwuDm10FeCj=@W8|^hk;Mj_v-NEqV*kp(5==CT3<)hgEG@ zvZ%`_7OkI0JCn1Q=zjK&e12hdjk?G15?Bi6E0H6?uG3Szh3QWFyYrXo!s;qVsw4Hg z#UtziJwRoXkdiV4>Twtt7=X0N`5snO-+>aI1vfdgmfG1h#6=#>Ex* z@8(pKD^aj&5Yo_u01kYrKM*_E%8`;ffbtTzEu-bZJoz%KfyJIQsBv#%?CZXlvGsqE-q%14gR187^tz^PlU4k z>Bp3mJB|wW_V!57adUTnVQ!89)1&q34c5+Tutuw){7{H0NP8~x$%{o@6N75VT>3yS zyz3zX;#~&lyOd$2@!q|uk*(ec9?)&m@K#B@_PV%^4mtE{Hg$E~z`?;mH2!XGmF_1{ zX(i(_x#HvFv$*F0O-*PBh@Uq&D{MwyHyRp3YX(xO2TY)2Q}41y4uxuxiz%>EBq<>y z`<z$$x#stCTy3iEQfiRr2sdPl3=Zb`f)Ps$(HyD zX?sWY!}5+vvpz2c6%-n*g|k^g+DV%sa-EQ92SjhwXH*FWRmV;`CqTlC!3 zcbmG5*dE9UHn+EbtQ<3^A8w&(s$NZDvgwporg^)r4nGFp4}B%V$BSt;qm@0=NB8aQ z>{3%x525{YW3jT@Wi8dRFT=G|*$4YN`7byY(1=M3ZAoC(@DFc#EWRlxi_Skdefh6^ zYskQt)1v!M@L5-aKvT4VPb>5zNJ&aw0#iy7@hmp)q82?rG)A5%RVtV@E(h);bzdtR zI)tu16C#)ZKpsXT)@d9r(gOB5Qt#`VkNyXp z8qjL+0(J|Jf;R*XT`|B3$Qs&Bk*9=40qB=@3_FWdUHw}Y+?T0rY`n8^Sa2CGBZ2(d zVz`hN)`q!vMw3i#v(*EI7*GzI4eRb{zP?X;V^oYl&6 zk~Zu1SD#F1@O`$6F#45xS5{V5g;6<49onJ=%1wP496k4RCfZVSef&kcih=7bWLha2 zrWD7e<$o0g9^iGZ zot~I+koEs?UfE`Q2)8%G8${W~{%hm2=x#6?Qx-e><|LT-P!%jD;Uao^X8Ic>{4H54(utB+vtT4L-84WGr7#Z?`_c!p671#rU%CfIGQD) zSI4R=;sl+ukGuo%srtXke(4V)W{GGtdXulaP>58FW~Rqhk$3wBQl(uqE=HG5RwU<5>sc70RKM0$fAeM`vqH4<;rK zQb(08GhSWjr9Yg$*5@$yhrl+Wi_Mr7B*mu&!53I}=vV@_p0{9aJ_^NIBp=m)+5uAo zK-?$t@@ewX><3=Cdetsdv$K-mNd9lcLS9HY70rBI zOCMh4%)TN}_#jUMy_EmTTG#bq~WSsf!+pNX;SeZ2`w2yPwgBO;$ z-%L8cJ25pMx{wn9icmub{ zG8{k{EkTThgFg#@q!jZ>u&X<2F}i@K-a6gsB7~OF1OZ12Xz~EZ%nlB+b$mPtdhhOv z*-G8PHN4DcbcyM*4x5w5A*)?R9%^!gw`c!}@dzms&d$lVW-rt>}B3T%!pOHQU~3cO(sOj6BmuRPNC;X2_R z4JpW+hs})}H;jyp*#;4j%lr3Nc24Hnq8*R6P4(U9hS@B7#0?WsySZHsewratk26s zAakCYoNNFd&e7?eWq;Pqz#BAXkRWou{M$dRk_4`-7lirjdOvqwaaa~^{MR$omBah zGrB__$eW^y3Uh#sAyh)V=>64dbrltr${%rN!$)?#5j4Oa$;rtzUcM-TEH^_bF)od9 z{fn|_D;VLn7kkIR05J_svKLy%8onU7$kJ!#5Sf$+AiE!Z^5jY3v*_ee4{G3c;-MYV zVQX4yN3Q|=+bvR3nM6V7ZDF`~aj(j0Ni|IJz^4xkytugd{f7@<;W$=B0am)svMjRR#BZ3|LvI>NVCcWQek)G@c z-;3I(_Vbx=u|43dTQ_e$1_0BsQX(WW=5sw9VhvrmumgJG=4X_qMN?qB&$83g+Mxrl zgnf}g9qT0PgM{W>Y7h`-zI^mtJm+0p=4(Rn*{;scF!Ln$cefv!f!ag@()mh24~$9) zhV3z&mvC@qHZ~AEt6gY_0d|NZAH~|b_l%R1^IJwnT)dwcL~u$2kFBjOfm=^pU0rQQ zD;t6K)UNjt0kBm(ENb$bK;LUi3h^s|$dIECDY$x$W+?DQgL%)<;LZ`)xsz)S@*`~s zZewSkx1XlV5hKCHw$9nX;Vw6K1lS&@%`gXGV`(!p2BZ}l#+v-DAd~}dY%x(M0yxzi zI6rt?$Kzc~Xbyo`%%m<1U&aVjX9=B2_iEqgJ}Y{y7|%OL*1IrVWK5!n2F)jc2@ZH) z=@7C;*ayI{H(_gyk({HzAQ_tJ5cV2IHD5!7kGgt#+CQA`gY)j-d7Q73h7I8`1;k~~ zw6%+DM!0s$;RJ9&0u7=rpiT_@_uNjm(C$m=(TCe@58P)z$y^O7N%3%584LxyP-4=0 zD_b*94$^8cAG7Y1$3XkVwk3=CCPCyOBq!I&ny9E$ToQfl=3AXibNB4XTn&BWX|`UV z)7-ggiV^$rmK}{&taj|Y!&2-L^Ic|fst<5g%)>r;P9qhSxq~~d+EDsPhh;Co#KMY% zBY*YEm8ak>x$P!uJu9-c3X*_RQiDcyHDFQQ^AjHx8)#~3GBYtffi+TuOWb3_2}wxI zRM<~=ATj5G@1>Ecl&Cus92BIglc)J|yhfW!)a#iD>_74%013>n{R6<>?E&jP`y34f z6B6{C0S5@Tjao9ot>5YcfPvGXc5h)SavgrK_(e;sZVL?fhgfW=!SY^B01fvm|Yh*XP4`WSc(Q zIQduLx-XyEcRxKsPFYzCz?&vOYn8#l!9QrU3=(FkL_GR+yF|T@nPg;S=9ZSe!%<3y z?SIkpn5mlZ36c~sLtx`E{X?|#Mzv54XQy#kqvfg1sokSCuh%e0<5+=3_0k!DbKrf>9bgF-kmgcH9P{!PPyS06sGajl>#%U#A zv#m9t+f7aics(eul#mT6Mz8@wWTd6_hX7nqDsfY465tndxFF6w<8F$g2YLueQ?FC- z0%sVn+ctYpG2?S~&MwD=Z+Llk#5`kGIWs^rv7qG35en%U$qVl)kqMfZ0#Myvj;7n~-_+C-F;x{FFucU{4waoE*gU+DC2M6KtQ7qZRZ=`RFd^cf)qMD<~gUjV_r-Dpj!IUe=^?8S&F*XZu{E5sh>@JU!l0S@)=5QNV#>M zt4~K6QC^U#+PzmeU_kgLV^{#x&6}I8j2Wi2w6QtP$&JuIa&66^p=Xer<MYe(g%? zFC7ORg{2^6^*@Z3nE9v-g`=+c?%0$zBZV1GC){OmaUIMJ8js|Md|gmfU8GY)<^@O! zFya~tR5-J&4!_VTcdUNw@cXJ4r8m-K1m$0Jop%Vj-ZQ~nXyFBvn!n_!o#POJxVFl1 z0m6L~Y}yqSj3=1S!eGp5$nA_dKdXu-8=@qo(q?78NnlRy7u_d_U^ll^6RDq|Bpxkc zvq}o2_E>CtcO(k&p+zD2LOkyL0Wzth6b7gPwj9{2+OZch@42VL)uAe`@=V$~oh zbVK^iHh2x$Pa(fKb-Al1UG3^QP4?%-C$~T(U-Gx(XI2Q_sn;D#ZP1vl{%&`9I9CN- zI5Ci)9GP;EL4j}n0P1Eft*sxBc6WpmwYF{p{LB`IGy%3jThK_2d&yD$3m~0Qz)Yn9 z{D&gL%=$W#{7FM&)zRpPE53o}8V``eP-#LM^-WAnB7TDELWQKY!bf1Qg@Sl3t&F;dUPLWIC`UI}u<#}M~A!5NT<(O-p>>V|v z?->eEVtRSmN@=qJI(h+d1I>fflu)*|wot1GhNtbz)?fh{`y;@`5VcHU>{_mNNlVQI z6#q82wqC$<0|I{cH~_l`U>vYKTHK9LIkWzZijo-0hf+_5X_|@z*U+Z(F47E~@WUsl zOW7w3_}IPmg1(08$4l5Ozx19cz3a8QuPBF!6PPM682q5_2?SKfvH8Wt_rR_}IRe;- z_@M$lxbEV=_#fCL=8pts;AB1mi+=gRg9j)i&=wh821EoZ=$>jqY)cIhwsZ9LA}qUx&f4TdhakUzhV1BXD_Cg%37lP;Y+lYm$cjB3Lz8A$)0l*d?( z+c-$c1dueaR`ZuQ?%lhTsASGQGc(f!F?(Iaf>yE$K)%4vLh|O|^9${srOSVDTsXQ8 z?dRujlY8)egQ~jwy7Fkn?(xMbVo@zHCc8H;f*+PEkvD2m%J zQWSwM0tU*u(s?CHz<(65A}F)r?@`h*;_pvB?qaethDcwz7Ce7x^lg48>($ApdxKeY_}HLs=kHzXeRhktY38=v1gZ{ed-hTe(v+ZhDY_#qU0 zVemw~z+f?JWd8zo1?VND@EXr&*PE;TklKCrCNkm-Qe!zGU65NyrbVcxQ~f$){(t4) z!kwMzL*L+-a<~;*R{f)k9*N?ln5&3RZ$fX4Hy*sNxhV^W+=jYF`<>U#gG8_qfPpek zpAxvZxTI5s5loAInwSVH-agZdgFtgK`c;C%;hSZZ>B%Mhe!EaE{S=8uIQs^Fm1jer z)KJzu8`Nt#0hu@Ln-AO=6X?{`6lIzxikF3i=zMuMq;j_~L95=)UPwiuY$KW3Qv`jY zr_~hce+cJtCsVQBd$M)uYf7tJax(!zbz|U5F7Vgd{9p^t*) z1sS3R_Skk-P% zsB+s9BJlyWTewc7RisNLvIR^tuwz_G_uZE74_6U74c;Cl?66LlS+j|(hCZV=~VBs z?%cy*of-GIHtsu7nh^Q@a=Niw?I+BLC5V8gyR(J-G19_hc^-08y9d39EG4R#+$7uQBjecqd2ZG2BaHEOGU+ z$>luHy62>_tF@43eb&`t0>0Yk--CggYrt}S`NaUoN5ziOD@$_wAAl56$(gj`DL%_MO zudfU54;urA5ZjgLZN5}Cq~C-_;{b?9WD788FlkG_+9ebkmEMB4FXZ=S6R;VtiG@gG z49qzoXk@euOgx%j0}3l$zt)4FpMMgPPk`T+DntJug$@M_+go5DHkhv$TwN^$(S*eG z7-kCsqtmfbQV<#*egoJWGss(!qW7COZ^Y5sL~z?^t;e1bB+61Ay0i{-xQ4fhNO43w z#f_%LSWfqi_I@+ndT6(O8n(~_9eS=gfCKd`-`$t|4uhUIw5+VA+A_Wo<=d!u?vI#j zL#H5QL8(4x$0YyYVOl_cwA7Op2%&#vFb^tFB!KtP0|SwOzc+z!+}Y_8dkCph@ELI4 zjgbG36dB_H^KJ@;48fP7>lu`kL-h+Xp_5(8phpJ_ z{#7BGIi^S3a|!(Rugk25Afv43Fm4Ia4R-|&0szQ=m51rz2W0%O?r3XkL!q8;o(r;c zn~~zT5DFGNLV!?%-02P6FrC>)EZCWf%nF5%)tE&SPrE<>cx>F#Fj8_+V=oeHWTg|=Zg*Z|yX*V5oakk5+N_xJ#5PnWLQ_G~Ls zgolvS4aGTxX+S{H%rgk~rIvl~0Q!^wvk7(pkA!HjfMSVn^M>U7(xpq?MaD8aKY&O_ zYCNxAH9+GUBn=!;rG_;ADwVm)*52M6h`+WeQJLTzS(~Vq%`tiFNKYwYfgGhptJQPafFYN4~gYf^1!tQjB%xc-Jat^Cg zYw_l20KH!HQ|P1!7Sj<|cRCWj+T!a#gEBJOX7@Z%Ecm=UvpI1uKTG@h^YUAuxAEFw zc6W0lprD91J_8ZdlRv(Hf5V1%9!&U#Cnp=^FH{jiB?76r!T;q)^8#G}1->q<8^R3$ zQxL`p&?|VJcuwP%k4Z_kN;NhwU*cZBK3Ba_XAHc;{4iX+W+e&B{0uA$YHu?z-3=_h zd0H2+)8wQf3c*ycuD8W}grUx+@^zZ^{g*F<2wOFXZf<_TLB={bR^v_xRW{jk$)Ydd zu|3ijC|3FF1Kh@lrFkh^NAVp^^$lnp>=}>L>?7HfpsHqKYO0-^qgTxfYdQrK*8C+0 z5L#K3>3|N!eP{tv*PA^(J)k>8@VNfPgbDL=V7`Hes9JF}wH~eHL_p~5iVILzKP|Y6 zfe3Q!bF%HIhet+E1Tw}KGGM4lZ|$AATI3=nB8UyJj|vtROrUW&YS{xaRW(nCC&}m7 zlAO<0*D&Gockm|ghId(6+iTcaSb`y!;&54g7F>)Dr^y5^#nqXbcKyvgKhvjvw0+@(C~bS4@0bUeLW27iEwD!V;=@Wg?k=y9Pl}A%ilA}M7=7j zjt*?Ot@^J3<-ET-(geHp^i3JunDKxRx-5&>IXFJTitjXF-5?+!XaGX;wPwy7*f7Gm zgSZGvy9(0MaBs>H15#81hJFg_Y8`u&0QZ5Qc?f(V#1llmGd@0!LXImG0=E!06gnm` zXZ8*bGJ!xuvb>GDll%t$YuO7C_tnUtffD$}RHUj2*$&@?*B8)9QQ}U5OllGKh}I`Z ze3XuUT?aZ4G1Van`$TgB!gAtdon5eWpD&+3r-H-%uBxgEmHO&(a2JsHwQqpe{)!@| zps-f4g^E!&;WqbwAC?GN;O~~B5P}F z9b8;AA<}9gT3h!EkRdPw`T+fH!4KDseE3r4Th-NPuJNBfeWms}e4zmfIp@7)jh$n_ z^(=gRe35Z+RyQZsPR##RyB1*f1H!pVZ2ovpx8A4Ls`uLm2L}gL7|97tp#Cy!56MD} z)6(bS@^Ve2J$H9QYnH9Po~rri%)7puDP8@8dE%Vpe_|wmaFzg65Iyyu^#2c_KmD3i zam)3ApkUm`j|BKMq6&tFM;@!+Ad*8EF7!Iu?!~89M&|BCyVkYaEi7RlX);oILnSgw|dkGz*hZ4!u{B3#0E8h1%C(+ zuZZ!~zM|q!*Z@t=u&t677Fq6znmI5&I-=I|Aj$}o@BosVbAIw-fUzbbRjVcjkOpmf(QhGvfo4 zp`e}s3YymQc>4z>0}od!63kXFJqk{K}Z zGyzb#Jrs37;G*&OD=zK1L|PAs_X9FB86n;v30!JONqKpckniQJZrsU~#{o#K0cctV zFdWbeY=d59yw58Rh_tl6rP=Tw(5QhCdv%@qw>lRrDfIl+)u)ppgV1Ot-$J{>e}A~F z2D@LQHIlc$b*B{m#s1>=`FQ?s{$CTC}zCT=Lii)8JA@TBbwt4MWdJ2SPP@LT?ziqv<;h{PYv=`ii+*U%7YUb&Iz zbw*dzhCk@Ypn{oBCH)BwDf@x1U$LxSTXK-9^2Z-hGQ{agPkEPhR5ngcb7CwJ@e|BO zWcYud79Ja=utV7u`!G|y-I>*y&6inD_e(L9C7zhYp6AeOJ zsCj>hjn(eeXq^K2#2mO+mPj{4qx%lkHO&};h z-3|mzKVvwJpUBA-Gdb=qssR2B1R)&6CRY8L%F3K5iO0@V0uCl&E2AJV3g$YH&_l)( z0F-?P(HC^`FiJlf4rVZy)L!iM8#gimtAL%|qNHqxp9!k=Ai1hG1hmwAWxlfT)*GqV zV*Mf4arZzVGvaa1UJhgvi@}w-?w;;dNl#ztwKeUvcYw45csiKxK2nn}tT*JK_`$&% zTsHH)dm!$WiZuWh>Y<(Q^asX>`uh66(ETsywwYozQk)KR{mR@uL6eaEydwYV_3Ijd zI;)S*Pc|Y00|SxTzok0*Cjgd$Bq)>Y4QLtMfAsQiX{*r*d?Hf+he5ezf)2CqJz&bA zI%p>4WMw&{k(|H^1P{j(Fz^sSb~=m9YV+sSd!Byr8f!-e^Si9#K+KA}24;GB~{P zYfbi3kA*tK_GMU0o&s<~YT#v-A<0vbyYIX`D|;Cxw&KUMA>dRlttSg`1xtE_2h1gi zgt;VAddV;$R|7QgM)@k^+j6KAP?;=<9$4!c8yOL$zyyl#5zIfjRw2r&1JG`+f@J+0 zgiHNVjX!;B&KiFrI8G1b_gvrw@M{2I=d=6*^YYan%o^wU=0--T+4{9Vpj9GXYK-}( zGuwl2xRnVfkiUHey)R~AKD1d)_A6~T5vMzOR} zDQXmT9GNPJqg0f{L?94UG$I5k2BMIHpcO4Bw$?a+QXWBhBobN?Fc^WBA~YdIDj7(F zqG%E)1W{0iXPtfN{0Fm!pR!nld|$qM&)IvQea@v&ymKnqGG`doU=VRhNAPD>MffO{ z%61+;bq5kA3aK<*R__TU`#-t49cHY>7zAWFPqVSVAEz7yYIyL9cgED9_}>v;nmRcO z+>)#QZ{|Wt|I_j{8S|*r^9Z3Z@Ew>Md)a&INV9VAcqJbrT8O;6u`~4`RtW#dISXCa zN~6?ud+V`NUcPuy1js~8dQYDo7^$7Cl!F+;ZFK={1DyyJf>fW+s`$0Ti9R2JpJV=h z!cV&js`$zK*}u*Dvj4use=bxHKQL8j>yZzY$r#am9&2Qtn_G5vHpR=!%Xtzh4L3#E zn3#C8<&%4sL7iSDwe$$iPB#iiUcI{66UXCa01)}-6%`e^wzfSqn#~-~mwgpfAJGdu zU(zcBteA}25!la1nCjwRcK<<+(EI&ta#926YEWGqH^CKaTqE0#FOzU3z24>Tmxje* z+*xq>1prw$G&H#Sh{U9ZjhNB^$3n`$g*zWN(mg`EA#~$bmw|hdDmuPy;;_V&X~8j{ z5$Q5<;lP~lFhv)51xIY!3SyU4z1g8gXQ29fXq%UFFkEFPo|T=01M!$#Oxs{+19a1< z;V~$I1V9RH=!$~k$;`U&;0|y}{M6VHFnaE9#ZI@C=7}B*n#&o`%Fcl7aqANwBdFp% zl~_912z#nFY{bnq8LWR1Ssooq5b9C64UO{Nei9FI2x;H`Ms|m7O9Zf z4z!HGbN%nsX!>dIIsmu?SmBDPtFoPa=dWYiK05Kgou)Mg3rQ2M~MimjDf7#fZE4qRQmm0EjP ze;T1f5nAGDZ*LDcsF%cn>yoV^iG%SH%@%FpMp*uS0NH%AqAo@|Gq)V|$%H&O0~rVt z^!rm+t^kGNqA2*p^vN=Lz!HF)HmEmaXb2Ll-sYl>ss+MxZf)}#>5IZ7j!i;MApC>r zEy6p0HjDmR(z%tx;V9}0l7E)-9HqYNzsWE*>zJz54(AX(p^Q|o7riPsqY^A{ zZUQme3Q=?C;KMs%?5cH(FTLz8k%tAup`Q0SS)`fO3ie9>*5|RkRa~heitMc zEh>6lurFRmvbYXbAjhT|lGWoa5$`$7o=>I5tz>Nx2yQ60Gg1y#pUKJnTWUQ>k645Q zOafApGEbUCFx|a|1||K%)=^4s9^^%aKqDO;)b|AoQ=#8zu_R_b2%3}@drF3uLR13^ z#Y}@qPxt?SZ$SDJOzWjE^Tf~iz$jJc~~>EgvDS7qNcUi{e)N(#dM0z$d7ZE z(@<^V@%b|BU{m?-OpzBY$^Ups6$mz*EFNM*KAilqc%BdqmE)tOJO%t-MzboUCGh* zyLuEC)nokJrkc88s!*$y&Ep7nYTz;+l2r6wIzRQ z3H!Lbj5*$2qYUp*_7+(Eqildv5G`g(pFUqpN(H`O{`z5u)yyl_if{h+7b-E@JW;Pr z0(ug}URklv8pav?%2_|&JY$>(!}}U-w%==7S~3vVob(D*ML%smP5Jnr@R!U*c^`d3 z=g#SupQ0@#*Q0VxOH0Et1b)m)<^ryw(QDztg+-eq$ADxY<#03emn{#gjV(q-*q%qv z0IMkOJQUzfU9@?85pcAmJsL6!;ARQ{nNdjE>9DD=^f5<+s1&)YqTYcx>>+5-A4X>y zvV1PE{VHe;%*;)8jN@ojKSjH^SW^)oVe=DBtGi#|s4YWeKo)zK6#VfsyW_Q45G{hmRXdMuNqGP3X1Y zW5O>~>C@19=s=*pgS%LPO?v}Abny&n!oep$;5zI*_c#SM!H_ux(#miyijO>tE3d0C(+V# z0r}_Az(Clu+&{{ZSR|e}kq2hdc6A0r9N45ITdw@=o3zX6)rwoUzB{a6LjV@`6wXS> z`5?%Sap3Bl5IaWcUqDYRmT>7xVunYwAv8x~@?PLT^ns+LqulGLKtgNj3RqO|9v^BX{b4v@S`k%;_ zH59x;xVmQBOvI!>$9@`Cwm&cp!X?dYOOHQaN?-%#So1+1$OivLJkq;0p&L=rO zZ?B(-1k(lw2cPNx5CbdUZbBx8LHLp-8jPGK;DHH>4f*xU;PLvv^Slf8{^5bec=!ug zN$KHYfCz`(?DOt$f?;<6{KI!k;m-kT-3|ib4SHREX6(4^xJU?rer%@WpV81nCUd?i zQh$;8&FqU#CAYD=`|aU!mj;{%SE^P?NkIXlrltl_rb_4DMi?k^F%|Li{b}TZy8;0YsQKCpQ!HHN) z$v{(4{WZI6A^*?{0Vx(szT6=yDymVX2We81Jd(t;{qLV7u%OVeFful_xU2n%?Trn+ zQZEQscXw9n749zxFmY7!n023pU4@NJx&skEe})hie)x_HnQ;YSfBjF9QZ}Wx+Hm0h zyaxq`(-J#hD&c(-|2gum`Mi1g`S}&8lw$hBqKH?{PdC`;DwiBLXX?f6?cR2j(B9!}sac(7Yg-#6 zHm@V~e8u;kwKYN^p$<>RI%2q{lQ{-SX()O5CLB5n7=HfC7UgaSg0Hoj44UP)87JA< z*^94CAhbY4tnpF0C>u+)HS+mBRLXpLorPm% zBjMFNrRT!l=!I_*N5e%R;2W-sjsNoCMDq5YUPK~~*N~(Wzh3SAEl*t;YV)|8&YU+- zNbNB&+}$u@?P~Y>TZY5UJKVKNnaHsn@ztRf7)XopX}H z|66m+s0_9cVToEWF-P8oR-XNRL1&rM`Ns6|am$aox@MCf@bP!P>a!1X z5Hc~{-{}G;D75Fm&!%K;jmNxkVJ=mDQ2lK8jIzXNDIK^@TeWfjVHhTU;|M`IX3vKF zMe_oG{b*#PDI=5-uKUV#jo*#>q|?`>K6y;x4|zNTqR%tQ{O8w9@~7(WEtFK!*O#$x zm8v6kF+#6Db-iO!M@CI}Ld@#UF9z&4BqgI$+fL(ZN%7*~*L;Xn%c7xX66ov;pI`99 zc=~s|;udX4f6m%h@ecom3#7Iv23iD4x%kwi z;l#FSN29u7l;^4ZUEIMY2YF{5e_>?I@o|?}a@sHUNTRWwt1sgm$0=v8ndkq_6$M9>#kH}%X343y;s;xo$CPacN3a=nxDD9OCd>4i_)dP(r3f#1dR|n@EpKO-f7K z`I@aT=)1YVVz#1w%FUI$F^JmaBUYYxr%@wbkxfoMD64_OYDemMN6`9I!GFNQuADJR zi0*LKu6uHiP%b`l%{hIbT7u`z=>2cZ{gVk)>{M_5mAM>Y4OOcVujGG0=GWwYbMT03 zzqJFpKjGrZmpq!gc`Q1GHXm6Q~krOtl1rg6SP5oFlItPZINaCKcFBM6Zgw1!b8 zTB8$Sgx=_dEC(VJB*cm{vi>n-yLy-Xc=lFB*57&ho;G{zt+qPYrsvE3yZm>rYOUyCQF2jfm7~vq z0>D@IIj(PT&_@C+P{bP{f~(JLY=f>uOG2sHS3f2f5P)}n$!S{Z+x82{S^-$2Lvfc} zp8k;S4|@mu-}xiUwe%-RoAwmjnmxzDKQ;X*Rv>Z9izgrQEdW!%!N;T~5mHc!pYppn zjCd27)U+Pzt+!u#MqO<03WiVS?&?joG^8!^Pe(1E(H!#rIu)MLC{7e`dllOJd)$dWR-6$K!UvxFbH^d|N0Xjdv849Ns!Yr z8tS(=6e{Yapy`Cj-Ko9p!Mg66GvC+M)9^}lMQdJZsh{X-aoBB6pDL5w)4_uI%qbCf z@mwT2L)l))3(Hz?NNjr5txIES!~p1MRbc!c%U49F8c!6Rk#Pyd$#Ju&&BUgJ3{K@7 z^3B%dXey>9{(5@WIA)%J<@!f+w^N}cJ`MUpKm9C$f~W4OOoQ17E{&JsZbG|-vXJ{=NyXbH2qh`C|CMj@uTkuJPq-tuNB?lE zH2P$+W2?sLn57pX@x0*FG&$N92EKrvyqO}DHK7T8rRx>Od#zxK$6?!<1X(Q&p4^|c z)A@vDvQpet8gq_#A%3@S0ZFr)R_Wv3M2C-Q zvmBL6tVNwmBy1CBTng>o32?E-#n^@@5XAo`RzSM`3oZOHp7@s*U2x-C@8yUitX1$6{1)4JzG91RN!A9!?T%o zCo;(Ul!t%1f3j)Ppr-*5(rW$5(>5F&jjue}hwb|{Bx(r-wX5HzS&q-$+Pb6ZTS&$J zgOtg|!y`6xmKG&lh4w6uH-@|^lax*A^r}jIXG8H>@JGQG>sE+dn7HZ8<_3hIPIP`; z)WKg!M%_dUbA)fV1=Vk0h=U;dMBFuzO^=wt+;1!?^b3m`p^;$yYDsGH&_*+i*lsD$ zve>YF_W0r=(fmKZATE7?I?!$S_h@(g&~AH&GQIV7fap@J2?&tmTH8XmeuJ2rE!u?3 ze|geL_TB_FIL^mE&pMJM*jK$3c)16KbHw1AuA09>HsKtc20PkTJvX$q;p2yk^ZXPO zA5K3fUhf%8y$oT<2P5Nugu>@0hTVsP-C2@IpuI~xG3fr*zVHaMe)^cmGq6|1X26$x zJ3qv3qR;s?d5hVZott;CYur4+fA!>=%0-Dr&+FJRr-pH|$e9`TmJTGRtaqj-T&ZSH zCO(ny4|>Zc`ERp2kKGJpoN$ghNPv<}z4|Bl+_aZd%}@AlboCA$IbyTA;q_~axzQGj z!o1GPj$xEJT#lV!H}U@Tl<1loZ92CrS+~H>Wu8oBp8FF)FHN1YgJX?{x9`n^qGmRx z176sCd^{oAO{DYUXz07FPY+#rAbY<)rNW&8x(M;p{e?QjdYhy;5=l@8aPCG2J+cxsh@L1M8@2G+9TklLiWI;FBF&RECrs2;YnCu7!U$Q zckQ{k{lFALcVtu6Rrh;b?B~Z4H?)BZb)((Makn$p(Z2p|fr#^9&>Te$m?D;TvBp7* z$4|tOyU8?%%U6*pTiWF-1GZF(I}xLm^O z2^zX${PSnW=ImS8F!}`=+74wZGQo~aO&FHwbit)j3l%B>LzDrpyYlHgwKjHtxLfOn zU21BowkRw1j?D{g!iwqD)7hmaNh~>RB!kw@xV?mg+t;sk=Jr`QoHB$No-UN@>|VH3 z2J+|op+X0`#X&vLnS{X*NE3@xVPp&W$}-|ug{;1*#@%0H5G6q{wvJ*%?9Qw$gb zD14K9H_+Pbx31hxHQsdsT5l?>I}ubKQM#P(F-~T=O3RdS4S-05E3c;=+^!mI-Y4CI zgG;9r&V=CF5@q{o71zcUA%CVS58(hY_Exlzmf`kukc+tmC59iKV7MBNNT{MA%$&B;n>Z}RUW31 zWo6xYYLzveK}|**T2Fcf?(l`&tP9-CM|+k{(#?#`nNKC5A|$A&`n%m@T6v(D-b2zx zoy$*HU?1{JRsMrX-_bZ$b)T6)L?5q^O#_PfK8tgcH+yc74mG<*e0i4P0H&#RU$Lax zw=Adn+z?ZUTij5k<@D+XC2;NUK>C_Uws{$PZEUfYTXB8?l|hn&S@QQx7O+TfYR{kn zmJ3G3rsk@9ekgp-Vo?6KsN=IO{?Ns168@aUfxEkhEg|vX1d2@sFkchrRBbW88&Hz1 zBb#+~yL~juFOP43Oz$`p&)Sz~iAP8f;iVFejLoD{e?b8M0f$V4P<=g;&lb^)MceF` zeGssi5|d*97ssacSln7R)z`XIYS&n-YPJXOjqS#tLx_jP(1Fw>+48E-XGD0Dj%6B6 zxgiLV344uuvuDk^4En~TyXm@uzsf=myDIltav0YC{;S0nD%sJSyl_RnoZff0ea7Q6 z7+kdO-Di*BSO>OK5GlUoRb_PE-T|@cBy&zw7j{)YJc#7OAQ7_+FQ zo;AVk@P@Bp#pZ~@$=4Nm4;sdY#qs}s)Sfrkc~`+>mufLJJ;P=Lk;T8hb+^8Y`_2EOy-?2yagM?u0f*7!Qs%4E!EyGMLg5#Fp!)E=)^F%A#f2DSyOeVFR-@$nBF~9h1 zfMZDQea26glr)#pyC77{#PYqq6`R*=yH|2r%v)LR$iK~YYf zQ)r1yIHeQ+!)4D@7=&-Q&{EMlDScW+$Vq=!X~jN#Fx}R=BM9x|^RS6f#b>~k`SOHg zK69--85b%`iB^QvYfzV^xU7G+FPU1QDVOG$D@PDYCb2W*>2WvcMVZX&rv9gk7^V2; zHa4~Oa3Mp>X$Y(xqBmeEKBI=|IxOmX&|-Jj24GqR_DB>&zrXRy!M#MWlB?h%|WSS}i@ zx6H{?sgx~ZU)Ur937-sqt-GA531h*M(+?M9gFgNNd2us}O_k>WBV?^Hxyl z4w!Ll9sC0sNs*6?Ga4Qo|; zDI^gAqtM#N-)--zqGK(EkIcK4=flZYI}-IceG40K{B^o?9agY;4{1*`KDK(v;IEj< zk3AlUNfbBQPe%4v4uyr&>;C%{oCKfw!Gy=-oXn)T1K}MvJTUgn-qz!q*6!b!YK_78U`EB}d`ITrd|4 zO~U!>KD?tBLx_M@dhzP#VHNg2Ho;`gGND(d>_&NX)QXg0P%ZdPsM&k|lNXI1zrQh- zy}jS{*Bf_~ zub0hux&UYk&Fc>^J0~@fqXq}b`Oj;IF3)K%f0G^Wd7fBq>WW)yUI{*y;dR!|7octt z`gK`$&aO)3AG)(nkz4oCfut3)!8Aom^HMRt29m3+StRc0LS%V{`$rn!B(Dq19Q8$3 zMBp#rx~99(CF;neKtm4!SI@W2%gZw}D zrs;@OQHwP$!DO3#H|q3N&P|9&sf9`a^xISO#93}>i-t71Ih;-7cZ&rSk?9f@I&zS~ zdb^k9T5Iwz47#bDZ(+}jIp-hvJTMcPlJ=>;AO)|>F@Cd|nl5+bVx-hD8uq2pmTQ(N za-m*rUQHI7Y=4>71)4{>$bVa;rZsH>GWTZJih>Kzkp8sDInG^6|76|25*{9&{2SYu zr(|<{QTSL!&{Z9ozt^n3oF@65!7N zn$wXsSEZf&F_~wSpQX5%eZ#C&Dnl$x;gh$%wDx?=9*W8#K8VN#%2F+WGVXR-hM^BK7{Bs z=H|6{wOe>$6CV z((+_FPBKg)s!YrD)44b3FYxd{!O5M1Ph)7E6bkKW;b+Fq7GIUY9JL=<9uP769l9Zc z`4LH;JTC+%7uDLh7d4L1U$eL%L?Wi}sZ-aMNgKk>-oATr5hp<^Ff|qL^z`(2sV0+FYl@wzu09d45XwX&`7wiiCzPlwJuFK=AKJw22qYrdPg_hH;899(ly~ z+f$D<35{`*v<&9EluLH355>w!D@a;pYXbrq7X!I5XSNYMSRP#tpcRC=yCAfvDZkC70gzk)3>295E$(Lto))VKbmMl72qjQ06sPc7F@IfRo(aB%ICTQ)9?c7E9 z(d6*?BB5aL(zxlL6lSfl#>E!Y1kAwH8ZxTLrJ5}!tdDI;qkn`tsmOz%V9PDn^!2vH z=wc4ku$#THH45neeA1|;o%z1rNj)fWcnhCS2MaRC9)t*=6q z3Z=6-(+8GMRFssLBTOC9iHZGP{;)Va_D0?q-y6gFNGJ9pLw$YffB$>hQ}TA2pkOl{ z9zqO8hRp9DW`ZpMwbD01=huoMVTk*$z z^z*bfm>S36veSit$z zxb*am2d4h8|9qg-j)Gc@`u;zJmR^N_n_^Rjh0c^In-HbT4xkaxY}3sP*6S<}Ygw%2 zxHPR@GtT4rFLn;{k{xK4(7owAB_UyP64Q|Pe~jF99ks)sL3ZVKT}WwBjzvfZQ8B5| z`2sZ@h%ey^;k=`1MJcH&>VGo={>DD;Rp)1=W+|gvIq{vvDxz>_t+=^fFyw8ql-aW9 zE*FJa^~B%!!}#qKycSz+A&p+2AK0x|e(SWkvsld0tCpz?o0(A;%B6oGW@JQ8YUx)t zuhVpY6DnO9O=e>eG*7@Gkx%1s;A3d+&Gtul+}olqNc;6GR>|@cK6JTecUKYAaf{tg zp{230xwY>dwq8M2`2C>^=-X$zHYCsqEjo>vxXroR|Iv=Ka|wf8Q|;0uKZ=E)`nY+N=9NGJROrA}#N`j6edhWyZ7iN`M;5VvV(*I&_$H$OSqA1i;#Q8`rpd5ukQ$yGfI-PPqx76p7w>tW{@iwJk}8oUs~KmU zY_>ih+aG?MH`dGdtzSy&Gbd5NlRW#=cA(G-rCOQ*z{7VM2^L6T7ZC((~mfoOH$ zmqCbKAddr&UQ|mhSb4?cKaa9^Ri4S#zUgX0m=0>$Iw{&vgG^VH0IQ;{O1mWahhm7V zh}upz>Q!q3Z}*$QWK@-nG7KJw^`x8jJVi+|Z-HyN7uDNbwLqO~hIy>GJ~7}-u_6#* z(suQ&=Hn{2v+Ork${l0`m=h2|`@a`#SqXUOzwtgWU`6#Xb!Zl2Yab`K*)Z|a1f$G& zdLa;T+x`TM3h0=a;()sVqS5&T_uVF9G!z?8qqNsPAe+n@`1h|u3YSerQXj^vXcD{% zZ4b`6{G?HQr+W@waMah(tp}{HIXOG9KE5B$&xE4OT1A?4=`Nl8D{<7_HUyr0ZqH0D z+y5k=wAF8CId>YwOedbL&{X1qb9%SG-(CMGQjyLG75EX$f7dgDD7bJ9$rd@T=U#fC zj8Ya^S#u_kn?Xo15+4YF)^FSP6ZEGmKuK?karXz(7m!QpL?YUTbux-8oI8b2ex`RL z1FbzdXfegJOdT{PWxU$w^y$TeT6l@rV9HQ^-AVu`xYqgy15qx zbhbp&K?6&O7L%#h@wYT%*JRT)TRH)R#_k)tJAp$62I~=Cqdc6!38t!OJGi~eD(eMK z)$_L9!EA*IX*^_=!8vZtn5~w3W2wPX`8gKz6-_QvD>1o5(O4B9KPco&VU#>mjhSVO z1X5p@Ddi$G862rL+VY^E@pAoG?d-i?bK2C(Ckd? zK*iy#+w#kbqz>YkI&|t7N43!=Q5LR91nIn5@iGo zB^0?`AQ!kNoxQ_L{leOsh`B@MKj=V1_pyRdvhuR6XhYXmA1|o-Vc5jm`jO2%Fh#Fn zgQ^(|;04m996xNB9Lk1cl4V*wglkBcuoMjw<9@OJ8bspn&@j$Y_QfXXxi_iEv?L z^lzuIz(UNae4`{wl!O))q_ST?O84SAEwj<8%xEo&>-(_UJd|7PeByrYfkQm+)BP;XCdjChZP_HtMNA%p1rqUP8t;uOoB*)*sDt&0RE_D-=V&tBaT(qwF>Lc zN7B~DoE*IysjnEK=_$AIw+z0etOcj&>yd^BR8V_ zTWVPeOSoU;oTtATRL0*C>y7aUY0uhuFuf}lxb8(2HLTe|xKtZ6kKEKU)#^~FEqyQz z`*_z8H|cVGTb*|>eP7b0Rv!bFALeXXre#X0Q00I4yaEgQOJPg4`%$$NqdXn3VV&{~ zbj#@v%voq9yBH7>%|3^q&Prs>n(?4|`0+^W+rG}Z`PB;JhYE^ltpAC>qnohMuheJ8 zTfnFe1IWecYB7lqwUA9<=X?>+x3^!Nc*-?8RsBrf;Sci|4!cVEXun1oP2Ne4^^%|Q&{Mtl-vgVx~9J+ji$Z4Hs z+AMPJ)uAXvbc^*y1#)miJRZ3T#qg00^{&SD9U>uZ;I9X&{j0G^8#CoRREjp~C3CQ` z=LmE4q8JckKsIK(8kC6~z%R6m>2KB9a_VmDc566n`C`W;^7H7$!biR|;Lgxl0X_<# zN25)z-FbdyF>k5ua#K9-avts>)t3D>-8trgNub;P?xtE10O-gd4?w>hx~bP*8qUv? z_MG2o38p-UD#9m5X;|_wWGe5jxl4eC?%dDp`3cGF)86{=elk~~rCxiP$4fJVUA_JJ zZN7&&kHvG_7B`r)z~Ug-rK-Rv|F6S0d1NtsJ@5z!5Ey8p7~>&I`CUY_6&8Y0HOo~U z#R-ZZmA`tg%Kb1!q&3f9;-v34uQNgX)NrNTXWDDnA0E~Z1M|z{1MJ|HKvj3I7y84? z-?LApoZ*U25~~f{%W^*?07Q4xQfc~WS&W{IGT(9y?1$eN2nez^Eb@ywuk%l)CDg8=TOpZph0D*5T7GPednicO6{z;k(4! zeHm6F`!{*i6yzT8o|}Po;S`>@;o*Kz*66I2Odbr=jMNcYu~I(doN*G-pW7h3TT57i_w;Qvrbd+-nHKX6^ThLDt>X1B7&{ zS|{YI(Q>~8zY&rcC!D%1pH*Zp(45#R@UAEwHMT{8v*Rmih6onWQ)KiccS)i~v33D? zbrV}TU7^k=*PGV4JfsC3g$3ADMKUz5vD8mkCt)fIowI$Zl`ne=?SH7z*6WVko{UZ6 z#hV>xSn<$fHaXjF`mF@aROhz70G=UEowdQyIksvg!RF5hAmNd!M0(zu5IdxPfotr1 zuyx7fF4n(ACBi)qkJ%0=E|l}_cA|&+$%aMM)s{^3YN`dC>bQgQ!s%8?hcfl|63VeZ zU$u3N5Tr~X5>|z27N6o_4&U%r8T|$L)^hn&LgaK^fo`TKzJzbNO!be9#-$g{&NcCX zK~(j|&WDf6_?=l&{?x}h_nS6rKEOs4eTfd9l_yaHOb;H!fS}s;-+s@U zCp<<2-FU45Xp4ZX$+ z@#<44ypHuIPC~kz+Nm{fDR#ryu^ zYw8p5FtG(mY9D0g3#aRp)%NPsrQJF%qmKE|bO>`k0>{+x`uNs7vsqex8#P-;hQx}nTqva z7h%_RyD8i&{(*2ZSugYYg0*wq)Ey3?=QqJy6yAK-c!dV?n@7jeb)DwyC>C;{vsi$| z0lF5-up!lvD$R0$8oN46@X>HIL7k7QP^z>QD1lWiw0UU%RKyLDAQGrqEKV_0ibP96 zAHnNTC)0T^g=s56h_ z*0`%ifMj?KJgNa|4eporxP~^jn7vQy>}f@{MX-c#y1a3bo2fxc{SBW)OFwyScmpSW zt+|M3BVprh^TKC+YaPYk5SNZl;U#scRFk>jY=s9nw`zcB1Y{UiLE{BiH?pKSMkS_3 zLI6hrLLk6s(F@eX;{==jrEkT_Jq*tQxCTq1~^RHyR6ymAJ zI>(xOJDn~L2}52obdcfBHRaBNUtv19Qb_l|P122Sf6O(yuu z9j#mti>S`bP_%F}OZw5!yoR?s4}ePhzMY7$oEbc?9Ghx>`5|10mQH=3beRppgW2Sq zgeB!y!oj(`tO`UB4!AOqdWa_-yn5|nZ|O)zK2_7`*t~cYmcc|9I(Z7c?OUp8e{x^K zw2*%KcJgqwleu`ymb&X5mCChiYyjH|a}cELPJh%D+K4`C#h26^cqn+zJ9#kq&Z5^I zDx?H(lF%~z@~M2a@K_y~3^wgC`Ip#U~#-?#+6Z76~)_tZ^Eg(n{pZ!^)e38`AM@J5$JM-j6l=9M9s3o|& z?ITD|^L?O~Xh$$ACR1cl3g=pTEwv5RBYD;YGeQ(k=$h9da!el}=b@X2Wt9LZc52-0 zzZI~aW5WwN78P7KBq8^lpr#_N*Dw5 zpZko(aiF6x(hm+C<-Opu5`P=6_`Z=1^R^-LSaH6 z>s^XXxmy@5q{=&XH!zAj*9Op%t4Y0Oj8age`%ls04w`+{s1JlFM3YMGzmNm-wl;iW z&kXy9x1+zBb>{Bt2CJiDu~dZx#I#kE`nq;=c|0gf-c=T z(k{-ye=KD`qG;Y9t?{2yP_|&9#txDrWzn*jS;ctmJ`@}b4Htc=j)oMur>zqr zjaxh#uHW{02sUcoPwgnr(x9Y&HO(mdTN8`*b#NA40CNVY%+;Gy9}mYXM&e(T?yKg4 zEj-ByNI#xVhsZjBY)krpNvAC~6pVyv7rFX|pf{~T8XYtCMX1Y@5& z`y+LFqT`n8UipAjC@I_o6zbOiQ-eMPxAcfWpRN-0H?$pvH0I2KWHOS;+$7(|c(eM` z;l};hg==+ybCX|3@FMzc552>|J)RzyR6?-8l9tS{Kh>nXKafIG!FB*-;B&Xti3{h; z_A^1;gdl*=IG-=>09-SW_PjA41M#Ab$G7ehJ8H6C{01~VNLQoB0Rc8dI*M$RjeZ`} z2Q9!<_BjusiIGD^=j)I#6mkZQ7|pHXVhu?~#iGy3C?*>g8lxUF-XE(wTYJb{bW`~? zzAkG(fi%LY`KM8^4^^3&fxPYsWjxY-ROt_fp$%NB7wpdsUla_gboRXY3jy=D+025R z9C;<0&k_*j45mXZPudbH@>>MwZh)knY55QUl!1q~*)xF7nS(mC;A_)`6vJ zU3x#KZWvJ$+yYZza95|_st<-KQ${Vi^LwQi>w{ri6v-Fj>Qblv;+=ikA7eFUx%sQy z9PfRuxeMX*N;5B5q6VwGPDS^0f)B3qw-91|(6c++qCcz+>9%$OCs}Z4dZrV-X;c&@&TOM~DU0`xVE}Z)X-Flboe&)_ga(P3UtG zQl7`bY1E1?2@UnG(l5j60id}0JR`35jZB7VSeZ;ViS6SPFu^?l11=C4eaqRSb4*8D2)ww%M9v_{|PqqU@{FmeG35 z=*%c%$s1GuZCUV^<@EMc`J%ErmQC6c0KEf^>D%|a8%(ZzZbHuM;l%tlfCIrkLWe2J zTT0qr7H`9HiiP!4a{OIIZ-vDU0orHOG#?m%A11!FZlPqI(=`;@cM49sldmCFop)1@X zOzYpVE*-Bln0f`h0}`O5-xuI8s!M0AeURzHUXbORU+Km?-e@v6zwWT;FbRB)1F4WEpjwDA9 zzFM2z$skEhR9HzCgc}y06^8^T4vv~WALO=~0WHwp3f1P>jFsLO%b!4i08KzNQAe zlGvjk#|JVe>IE3dBJa4`z6{?**NMKOgzRH5ts(GAHXDGAZP< z%5b+6+IaZ<@`&#qe;xPUw@Ej3*|AP^(aAWuZ=mZKTfDC!H=*1*pk|Wzrv)MM3x~V? z2~oUW`7)QTv2jp%xJx*r=yx$l|0U9#IC+6kGxOVi&~$!pZfX$V$(H2EV=cX*PYLAk z*hz~TxLDp?Xa4;ONI7snZ?NXC#vfe(%3sEUCt{p}Z@b7_jFnl~)fZ@{`8oWBGoBQy zh=DO1983Z&n~Lm2c|6ZLxuP?3@Dh4caO@gIG1_l03PFG zfJw~v$GgVUFLPuu(bLAb#f=^@4il`y+6-@BqxSU2XaIu<%F{6o-wXl=fQMlUF_{~O z^|TUKNo=GY-3a&vc2QL|H1uqk-WIXi{I!zpfSWIV(fO4%G+F2Q^_&0)95xo)lI<&#Bj4l^et1NcMK+ z{qe{y__}ZCz4U~xlp?>`c6he?xFaAhA>ThoG%`>pSYZBD1(iP_X$?^W3M4JPz0u`g zq)bbzRuS&+4^>@V{XV=~RmBVp&R({JREFn~^ITOlaMhZ_u>2@K4qF!CXyAl)Pq zsX5DgiCeHYMlA2vTD{ZG_mooXs{FtfIhrMBn;xv=GQ6e>8kN!43+$3KLV*Un9qtJy z-~2_8epgw1h(ngi`K`tRP@Zv`GC4MZ?eZSWDA(@A^O=iHK%Kqnp8bjjjJ$+J zQ)4k|6EiSGEG(!C-fuwNp017nlfB)=N>NHytAjyodfNoO0SvsdCEU5bjHh`HKKpI)o-Gy z*?!vozn_|R&8D4KwiJVxv2eQ^YHhI z1IbFN^jsCNbr3bmdz$bkJkw29igXOn8UkD;#xw2bL)1t0Cq%zUMhU%9ztk&%(=Z+z&ogVp)cBxF#(uwaKiw2<8bmcp!Wt~DOFR)A1jhdAe5*6Ry& z;FgVzz5wrera`vtKSs2%yV18X?B6%+V>*WH*H$Ql#j-C zH_s`+9R?sjEbG0#E;+oR>04{Q04s2@m)7R zNRFj&9L$yD(W#bY0m3`G&05;|x$Wca$p|pE{NryHB!kvkNBXLnr|m%5xlz5PuXIwD zG!`@N*ORoq(*TuPh9yQVrI=ZB0XnCIg`VQ+u`k_Wc7xx6VktuBA9V9+S;ZE-sP4 zWHXkHiYsDGU-(+y0MNGwN#iX5oHLz{F3F`Ne76JXggG$?1S-?0`4}PIbGbWW=ip%2 z`4jRPn1gpyfhI}PZiaq)1^f^nJ`gj*sb=WPu~cq-xf@Z?N&>c9B+*b;W8hF`PWr#D|bYOYvgm9B}db{RZw*p|JnQ9QiF6 z_8+ln;Jj~$aEx%p1xBw;e*!V}8BR4S4IdVFXW%PDN#;f5J=05v)Ntzcu|3G{01rX7 z#X$urPBt;W#3lVtS65d(Q_}$;se$C=3Y3e%X@Xw7%ONzI4=&pu={3nK9~7%ei%vEq zXIMzVq=0E)6%dJ)ugHQ_@Dg*4wfq5PsnP9czXM*);R>y1x~Ic7CNQK=;Wh`GGii4J zd^Pd#bkEgcYkwyn=Hwk^EDPw4N&D*PFmypp5v z=L}zdMB>oU&@%0&SYUV`TnwfF{BD)4&9%|es^xwb^I0~!Jba9uU8%4@UCVv&NlX>RT_)F^aZ?td|*}(rwPEKxYX;A`vK_#l?QjU)7G&D4M`T4uR zLl^2Xcb;{KM&SP4tKj$z!~zId#iBVJ;L8w_d-esI(08*#@DzeyG}dJqO7G-k4DdM# z=X?_eDf1iV_LgnOSA8>||9M zR<>l5JsLzsc19sdQW<6Mm8_7DB!q-0A)Bn<^?JVl{XYLZPsRKF8uxw9b*}3==jQl3 z;Cv#mvQndaw7(h&@J?FbZFox^p#py~z0|heGpznYXYa8KX|3hdQ{Gi$Q>&6|WA-^)Yod)~V^-DcGcpfZ6&@O7KgasCpf_Y` z{TO$B|Bf9eEI*`(|A};4%)z7Y{tS| zSjjtS{4#4;i`9?UdDY6Vdqe{_ysKA#Q0E$#)fYBxG6~2QSvGzDuH-!>`0^sn-F+bq zp{zIJj4ivSMj}qt&TNzA7!-`zyxPYlZ8gQIaQH^lp#`I;7rLi24!Ha89I<|6D-mT> z;$(i}@akf>uH(S{LxQbg`#Hc$t?UDA#3WRt^YxhCG;-?kGmw7@3s z#o6(v?gMD;e?EE6PXD=T@un?vlG2U|(#RB_i?qQE7gKu_B0yP8xc^M!6=8P?MUP8hrQee_6V${Uy$kI$5K6HCsR0PYr*3 z&0hK6L*`r54Bt0b>YAuIGb#!$?{RJH@?Mp6y}uZr(fv%7`lQ3x+AVY@V4g?Ms|#(!cN9DC zD!Rg=YOP3fGf#NWVK%QdlqZo_~$*b2imA z(*e7x{DTutDW_we+MGQsWngOlH>ZS6)Igq_OV!j>?{&z`;J72$cGL?rwJT?xp4 zEn2z{Qf+UoI}f~jhlwViKcBa-v|M;anfK~ZzUrkzy!0-TzfZ6_ZiS6V+#QZx`3;Ji*uKJofl4{v z^M%tG>XJC`p_KiALD=oz;_@bVwUV5+|r$`%|Z~;r1Q}dboM8{5Y@_Rn4K9e8zmaVh#oJwDj1>)O5VG zoa)K(;OnB&ZQ{|$MNp?ER&|NfphaukaT5Q{rQY|AjpIF;X4lr2Z^=_Dze*i7{!c`j ze%8(}=jBCxAkB`UBYup9p0pGXZV9U?t}|S{;T!Gvgq^P+{e>P zT3hj#KAZ2KK2*|hBleMIdyvhX1-WJko1trJ-PGOx;4t@nH0{$_mSf0Y!R|RS{$2H0 ziL#G}ItGOZBbR<17;vBbbnNclBOd_1G&D8qT3YTseaa^PZ!)8j?*l*A$wSN2A-;R} zI@A<}zc|)DJMi&5e1tZI$x59E5qar`q3Oitf*aj;9k-u`O>8C{-GaIT-9%qdPn+Uk@J0Pp z@~HRkRrWDUMhPZ8`|FTnLVZO&Z0?F;qPip;qH-SFTL;%;U!ECjXlJ!}mw4F3tFZEk zz{)=FFwIEwk(LnR!i~j+I)4KSct0G!Od|5Q-MA(&1^NFExn8!57ej2Po6!{}hm9k~ zWHDi0gDNZaDWCeUv-*Z}YKFg*BCWct>)|Ud*S7p#f7*LEU`1u7uBGFiXQS#6zmoR_ zd|;QII5WI(UNfy9rcxBG%a$uvzp5aY<+VqzHq&#-jH@vmUCEr&U^HLo*-Cy_IH^?R;spuQSOEoO@^@=9e zhYrfU(*KsVnnAOnaMADL6NwJqOh1JqU|2fWgNWMQ{@|NeSzpFd?T-GQ*ET(!KBODEx(YI6HS>U`|iG ztr_d)#>VQOg3kHhZh3{HO(XTHF0R9&6<2g)qio9Dh6eXntWBmxj&&?WeJFF&!Pp>U zpX7*(>CG!+HF?23ueY`%*^dC1r07L{%96K*y}oX0S2t%N)$I9ziLPCk-18ru?qY(r z)^3Nv-MiQKh;E+x#QkPdu3ewMGskLuX;@E ztqq@;)TK7d?Rg^`rRey*fUg`Mm&hP`6PSb8CV-tgF1@p&I(>JK`QPt#4t?*q(#|B* ze0f8$Ldv-6wUPQegzuc*5eL6%?F~jEr!@UI%6P?*choC9Yw($;v1a*v?Sf-XaS98+ zFKr4-MC=u-y_j6|5Z@qh`Q1)+b#)YC8rs@cnCnDLnbMVCgD=PCY4@)gzi(~wR+1+V z8RqTmeX8-}LX#cC5KD;11V`!(k3*0199}^8AIe!4iZy+#Vywm-`fOkH%QKY|{`-&b zUo`D`40*DFL=+lUV2GunqAK3p zOF@>UoA&c__Bmrr*vg!4?)?RKd8rGPknw}8QuS+mtHYW#EMPaxvbLV7C$R+k-5s4C zYoE$AwN(lwM_Z-HX!D+-%iH_r7~Niwz~S_%CKP7fkCE+x^!$5w-*$;)us@UthPu}* zNHvD@g-%Lqs+=G1rF=H~BIyBnuU+>(e$+-zSM>FjZi-~have=@U;QOqQ#;o3G@mr2 z6HqgLNE1HUej5tOz2LK@WqWk#Z{ zi2UnKMo8Oh9v2Y?J567b;C4CG!r8dFKNQP4HQe1R(_@0r}o+J z8sc527~dT?x*0Ls?H}k4BB?f1LV^DEp53?qDhi(`*+EG|!-KvRjO}t7s?;oV8$T@T zeL`Vtm4h$-{zyZprLC>ku%+3D?{8f>Di`*NJ5cW9lbjHb{VgHJJMF`>klW?(+)z(Y z%QxYD*G!$*HbF_>=cP1nfe$+a-<(QP?3Ib#43yb8V$Nb-$ot=q zYUb>5n3%C-bsO%T6t#`ihPxM6hG&bVLhd&HGj@yNl=xoS^p_nKPk z!gX!8{|jm6kMUHMfU4~MG5236PZ;l!%-=5cp!(SvYSVtT-)eQ@k7i)$JcVGxmF~>* z43$qR-`$82hG(bajI`yuM0l{rEL-qNwm1msOTMS38&peS9jT(Uy~py%6J%Eq(1V( zmE#i^t!6nL=RUQgR$ze^1&0|f`t@$`m*UAth=i|@=Lg6bSMTY0efjOl&G74wXRW`5)^u3FS%3qrIyN+ z4i^N$Bn(E`RZpg}FnbD5Kt7D;qq|d|sD}34bFNt~E?r&hg&?IHJAn6QYKaHNwYg_dgpd--HJ(q?AbK6+4!n1#v7k0 zU)@TX-(tK+j%jTVUfz;z@|=AnHp91}n=W`G>_eR(x@-TYULHq>%uwIoeW4jNV#QmR zVDD(nIsi_NZ@)y;#Mf_SwBL9Aq;RLAng^%4SDde1j?k!Gj?W!P>)8tT4f#D-VrfFV z^H>R9;*)ZJMo))3YI$bnDcj6fLig1;clTfbfrdtSt_+;aSN)#^%va|lhsUVUeQ~$% z;gfP)*Wa}GmU7gN{=c1m@d3pFuvKYQl`UNga+SN)uLxH}YjJoEMi~}xrk?Cfe z-KNg|{Cr;A^b)7Z0W?nS$&rl{t+sY4cJIiFLHyz)UbOo((;Jh$){j%h>_6#92M0xl z-q}S0$p!NR@-Ox+SXT)j|6{mXUC@QsFn`;w-nV08i9u58rfoyn>a{96rv8u1{h#lg zyCzaY-eeg$I{QP|%>*<4@>EEC9zK8G+E07@;mmV$x%4hVB(>x3+X#6V(h~2C z$rCn5y<++qT)NL$OaW}}NOAcsuIJCiw=U4nFcrqBiN=ZQ;RQLYrA6NEJ5UxxerVAK z`}2@CyN|65*A6yl8_p$trgG2#t3hJLBvuyXa%(2D;#_}8VY54+zPpltM1T&n!ak$z z5Ye0!R~?_*shKtTXLoxPyW3c$M1z|M6X()Z%Il4dj=t4n-;ODlc_bmqw+afx?2G<& z$<#c>jp)3&OlDtn5bf9SV4sb6noRQKo0>x-Cv{Gd8=6?QH=VPctyvxiK1`;5f)n+9un@El;+~=1Cz$@ z7UZ(EgPRg?75E5KQ`0pQ`jLa+*YD_Lp_wjhlFVn{$HX0{IO?)nEyVeD_0v16@ZIw)%KIbP*Nj^k9{1R*W}lb$Raa_O)ykaDbP_!%5#{f>@Zy_~X@)sP!jrA1 zCe2fL5jVRmtiE-)2A76>%C_PWv0CAxV`c3G8+C#yV)frYgKB>t44<6nOyfCmf|iFT z%VFKD)MbZe3?(%++1O2QjGp{4I*RF#FSL_HpIy^wc7H|@(+O66^%C!Z6SZqOukRxt zG7?aj6;(2@vT-RMiR#RxPd#sM&qsWyynO2O=kT%1k$?vS&ij&M)FfQ9p{%XF2Zlrb zpsh6?lF_EfiPm`jzK;0l=(^RpQAQb00q$6;o5O+Y5q$-=?sGp>!6vKP+uIKfJ!NCF zXIuLXomhgJ>7<1F`x$ln^4^SaXGRiulY#0hd8qULF2XXPRxp>{X_@z~#<~6P#@a&o zkyHCR5C19wu?hOaslFD@Bt%uNhEmV?HP;XvNU-&r?y*|I!X@j2}*ulw~W3;Q}S^AvcgUiwWi9Hdg zcI3}~kpJMo+VHYG!=;3wEZ1!SU7o9xvyp6Bo5_ZH$1nVuElE>$3Yqco`4G-X^pOEe zS%@?F%vP=BUlJfeF^SF$rii=fcyb$WJ=l?^&U|#S7d&mqQ~sNW6zIVAbU;vcQbVsykx;yPI|YCqfsAL zz2-x+CJhZVcKbh>srhGlxx?e&kMLOh4j#|226qaN(hq^<_YGf}XX?zza%?Fmd)LE?unudqdpk)lZ|Eax2#_BtR zYdcr&ag9K{Db$$n`@=Z zg5nF^v<`f2ng5z7ZkJtDGzJY@i0Y@ew>HbX=hz(wirYOuPMb$}Hds|U8jXB)<-hN1 z`SS8}0mu4*9r<@!dh<`JA2r}gumt(j;aqsh$5BJNjP zJKQl4RJd|h_n_ByTwI(3-Cht-b8~Z`%K8j4zfCtsbNm^qT7TPWQFNu{-<`^D;GqKN5&GlJ4VR->3dB!-eyLwc`YV9mg5v)v}KLg(Il7F*dm7Cn7h#@lL10HZwdK2!^2u zjV2YIV&V}1WHtkH(9+R~-+goQMm?R|Kf9^qtto7WFM&5WW0|SG1(?K)eq(0h+ zHQqm1;3)REUEoS#7@9emj~39-Dflf55GuBmRFZtaKTOW9C%!-@E5o|&k;lxpBx1`a zCLSgk@|ie_`3-7F-4|XPW?t)l0d@<|stNfNFG{i4`~xANVZer@lvFgH^+mIQ#8K=?haE65`Wh9N6o)zl%E8B8>b>{wu9DL zBcLQm^q$ML6hGn<@M}suc_2)!fJtQbedVrHzu%v;LESE37sWvdq+?eK2td*dVKNp#|?HC^!az%)uGQn*Q}-kixq>$xe%W4u8?XDi&{~h%hKWE z=jR^~*}s2(X+@jQXS~&md8Xrk`U;+BWx0>klf#_wWO~H-%_Wgn7hZqBl=5pxKEP6f zfH)Q#t8*Jmy=E$EYHnB&L<|Mk!gH!`Xn?-=?_ROv04SDUzkU@u4m=vF@)NuM<&EFW zF+RTgk@Ej2!Fio@`lg|#MsYFMcx2FPm`gw)9Ld63MlI&K!)zm#hosvWWx)C}D5Ai% zaRy^!yH1Mb^Zt!-9K-1JYMTO zU%Vj9DbDqD+}hs(ZyGy0XH!Yu1#Jg{;I0M!kqq3BL=r&4k>7yy%Pi*`2Z4QIreby; z>QqKg>o4aSCmYejd$0uoQJq}o$21QK8Hc5%v2L!fG&QMrOx##knw*?OM&y9)M*7C@ zr#<#myLbNpkSZ-J(=Tx{fe$7uEDYM*aLJ&hl@%v3NFQQ5cHv+*kLBA-FAZ~;2yHJk zG&U;gs!`MX-rfXu)%z}!pVIw?+A4-05Cij36!aHe2boTQ!UEgQd8}Cdr;0o9STT#g z9yuFG%OKBG4p*>K5kTm2k^MnvD?f^QP04E8+8$s6#X#=kn3#HudI4YgGN%%%JaCoK zr_!SWP6<<_k4f7 zAvDB)9dkEU22CZN@?i$b&`J>$VTCVc51^(Z8UmAZad4337-CyXV@F@b>f+?#8DJ5w zuCB&`0qN)Y?%lu7&c;SynE(F!59%v?RbO&V+Kim5RK2|=RqxZA6F}Oo>ozu?kcQ z&9`jY*P0-#iw6%ZUT-DZC%ul*|9$!9WaQL`RI<9w#hDzHre-!DGD|5VBI7`TK8oGI zzygQP6kB5XQrx+PO|74WxN+%;Q_e$U#9Qr2CHl#+BpO0#K=R5T z-a~e@H?cP2<>0NgCvD4Y-fBgKp zd`W>v7?$+Z^o0rYA6|-IWy?K1pSim5lh{-AJh%2f1M}ZP$<2DPu9~1AZtcWcz|b>9 zWrBc(X3x-gM5Nr`Oll-*Z%&9tV4%g85`$ z1k^XMEVv3f`-zO#L*TLf2M>mDYT{OC&4y))o*~FviZk5{4=-He$0FO<+?vIfo$i)~e+IkcV>JZF0QX{Pwp@!0^NV3wvj)*M*RyGkg|)Lii?q z+GXdkZCdJb3{@D*(9lqEXmvsY11eGIEu>^*JES!2_4H^F8$YHgq!AAkK8#0#Mj!B% zI}XeFii3x*Tp991xbH5o)x~aVDs>$_j5-Ai1@hE)h-sJ+0>9Qz+_Vjj$SAzlO`)Km zfX{aI@Zbb=z`+j#GgX%hYzW^Upa>=}yg1>v>;P!>;pPr9%H6vye!RbjW%+$(rUM0G z;z>s)q-S}c%}S`n8Zqx-&dN5(Y~_zPG;1BnuV8SC9>!9^}H%oBGYpEhRvd;co z(0TZuM;KGHnA?^tn5*;KNh8xt=Pnt=&9s%fOK*t_HmLsme6cQw_05W3t=#0udMV9# z==4RX9}WS>B1da>OzHm$O1<&7bXa2M;tO1o!^r~k1`2o^wlCFUQVMS+dz@Bu9|~Tem3&*@ z2=yL%Gs8T?(vKW;)gd>6j=0!uiCG#|oi)C~KD)8G?=&Axx~sC_?Xo%~H&F(T>>e$jV7F zUPAbq^SQ>1Ri>SQgo#q_++AH=1ib?D8m8dr^TjVt^+uAC@BWKGWAXM90osnrcs@t@ zzZT$kJ1PP$1p2cc?cvCuEv2#y&w2@99$CO$YX>Z5FV_Rm6eC({UrsBiaF)v zQow-CS9_n+F}9Eg!8C@@%wN5n6odDeUD9!U%=DmRCNcE!$e|64XRXvv}wOY9_C z>)aN77pa0}Z;X%%7_WLv=<%hWN$?|UcJ$KyR8&xqfnbhQOCT}8*WBD(B1@ybHM0MU zs+rX7XFu?OLH<>x{$j@m4<1mTNf6?alQThoW*Iwa^SS%?Zgt9&#~zQbPkHpI=)Wn+ z>>^@{A7;VKS9sS4c>H4D_W3endQLf`>+4p4-e8hUnvdagXX&{es3=z3*-cvc(xH>R#jL z{gZj0{Fs#@IND@{c|ZX2_tLtln@-e=CTTx^{u~fp)4<>WViZp3@sK`>6L&!LASpXA zdZ(nMlwr^eiul{))Tl5uwYA@aOu&!Oi$H@pI4U%JPHP|JjQ9&yoL;Iuy}# zgwM<79tc+VapMx1-)Tjt zQ)SCK2AycwX;Yn_QB8@oKi)+){4VP9g4pe3LGI&XDUsI$>MJe`H|kF(;ww_=T3TAb z%pzJ_81)Gw$AU-%fXBxBR_POqyz$O);N+De`}oo8f@amsD2gIkzW7?{ zBZe%^E+FvdUM`9NCLzA%sn%)ayT zuhya|S(HzLh9Zo@F^}7+$DvmwN!wwtd?|I@9u<4r(p2xPQSptbFRnA+${Yp= z1{K*=3e^c)@5z&n{qGSK94CM`i><9`K$XFYCguJ!JcoG~4a*qd7C3=aBz7E|MR+Di za6pj->i;)zo?~Mun)1jA33V9W1;YAjZw;e9;RrzHLVbN12`Dy*QaKf>&VJ9CV0mZ7 zm<63TM=A7&YUs}@CwFH!(9p+tubZCF(y6;e=Cx&9E#Mp(8M?VX>!9F4=^^bCv7Vtm z?zp~k`uyk3&evUbFVANmfYX|rmp2R*-8;V(C!8R11Ypr``H%URH z1UGU9K(ih!>>5fZJQD&K;GsPNrWdvOcvzb|c3L_?$V54>_gwzfI)`3eO--fD@}P#> zDJdq!RQGsvQ>{?50!pBw>??LW0z?X{Gfbj~#ccKf+^ zZO0RWu298kQn;2rhvJ?>Tp=veVhO@#+$dr5aMn>qSJ<69r;FDFmY0`{xB2OJ54_pL z`-kuB7tfYMNF_&dJ`1~CLu)AOm3tkfyQ_TlxMYLxlfN3B`tx{Ll`hqwCJ;P)$~I1= z2-?^&)!Xn?$*Z`cw03z~uQb0>*Q2m%Cu#t}{rd5JJL`?^KS1`g&@ zGynB^az%N0Ols=G7AxPYdi3)NtLItNQXXc`P0+rJe{|!)+?j%3^d5q%lcT{CL&HIB z$5)-#w-Zcp-cItV(26wMnVF{sEk&4ooEx#R-M4v(Qxi2mS!pb5n*+|M(cehuv2Sc? zp@JmVWmh=fSbmP%OH@qEal-lY%l#-(P@8_jz*Lk85QC~GP~3Tmo_?&&jfs)OmWOSc zT3%j$18Yu2UA_DDMPcyt;W}9j_C*G$BJoL@8XCltz}7;!$&5Sz0L+0J4gi=~w1AWE zkpo^Dmx+Qb@|gUz1H~O?v$}eDbv`<>XH25)+_`f*99DMD-z3|$YuA3+RLdW+K9ra_ zep))gd^ke8`qjGN%s!u3iqqc9EOA}$hfKHJ6?8=zzgfI}+B>xa%xv*h^OKKTT3hQI z8_8o^-Y@>@z6MVaw(!^k;c7O1{s$;323Wq9#Pa@L`sdI>@9Y)a^!~jbE?@cd=^ZFa z==lx9qoVxid~9rN-ubV&<(gF7MV}5rjV-pJ!$9#~aO$XET)ey{P`MD%2`9awm;-V8 z+;h5L-2QVI;Sv(AUcK$R^t*4%)60tou>Z{)0n~wjAnX7pU@`S7JRJ>ljWsV_ItfySF3r- z_!5XO{MKDUIN4ZrB_$kNut*80^HMp?(kos^YBpdG*&UnrT*lS8P7joMPL|3@=?m@`UF$2g@uJAj{ocE z=l~Im^1KZJ;0_iR_<^V>T7(H0*6D>!pMX>y`TkuI&Z%DmCBn|tYurWlJ?uCckEn#v zHi7}9*q>HbRn68U3&q4~&I{g^Irjm^TO-B z`;b;237a`lvt7P?8LSX}K_4Kp?ff`{4qO)GNp7La>7~xB4_xvRHf?7zDcSJgN;iWX z^-+r&O>o_;yZRlxsg;e*f&KfB9s22`+BYx&cIT#A#(o7d96Uh00t^ zr4F*D9(T5!Z1_48X9wPtJ@eI0{O1|Qkd5)NvEV+3j)f;W^{?BzyTt}-LlfH1>{mpS zK`X*@qNFQ31gD=lB}3)2f$ZLu{r_XZPS!j)MkySTz<$%)&rb{{de50}n&^)~y84f7 zrD}Lm00m9u-*<9BruRumX=!N{k#?XEv{L|oF3kD*Iy7%K@l=HgGBelxGk0_=6NqHu8am^nc5Uc4g6W(hv_lci~*bDmuWWCA+kKO!ELZ71TPy30kYnr73(PRNIugSHIWZ`T`nYL+I`e z&_G|XV<)^s-ry&{lnnXu*E}$n3*0DO!ikJ6vlhs!ub1$=-@SPL9A|L8!FDYY0waW< z+C*1D4uNp+Q!BH>&PU~ZJpvgxgvWRfh53*9;Bo!*>)!ddHstPna-)Th6ZZ{y;nTj( zr;d)7;2Dn1c+9R%`|!0b{LIv}o|lz@vye+Gu6bp|A2b?~x0soq=usbss z50Cr8&$C*O1d{T`NeFfq#CboS0yQuiO zCnh<$wbEw+vg+cWJ~||2#2kDE&#_~-giOk1FD!(#SXqGQ0~MXP@2IpMjw8}}B3XwJ ziByaHL-0mm&W@aP_zr4l6F0mYz?Lv@k{d0CH0NZj4_Q&nY_IxrGI-H4!P zu3lwBV0(`{0@8DX*8uK#h|r&Nj1rI?h+B+_js4YM#1AeBHi|>SrrL-@ghSu;wo-~t z6OewX?-Jj!W5<_koEY)6-``)3|SxeRD*X zCf@(4VgFcEGh3^pGUswpRn5D5tg3rC6M!*8 z@d{B2pFwXQ(xep}89R6GblKYQ3EW(|h%IV{vJX`>s*DA2dE@;{Vxpp-?8E`MgCRs4 zwK~H0DJm+u3U(drHR19{RJ1_b8R`STd+lWLdswNXqoWOA9UkgrwYf^6Kn9{gPH_ER zyMqKwy&@P$=xyon1OWKrO=F+$KoqeC+lE+ii@?r4^HyjhXh1XGSIjN{-x7!bHay60 zIF^+b_ycGH-T@JWK`@w&ApcMY2qFQ8GfCVB*`5z(f*^5C^Ckc`YC)%Csf*tD{h2x8 zGz>)y4C+{0WjM^2K+GiA7j+=%QKsk>+UX-~SinE}Tzw#D$eO9R=1Pq##`JTjybUo6b~B zcePH$jtBhzIJdrIzBUA~0)3_LU+QNNJPkUUGW9dmP_XR*E<-s_=;jcA0GtQp6YwwA z>nXlhL_|c0=Z%sKm{?)YupTWOM@KzA*JxCz@TAD44-#XQ8YtE~{#B3O3>ps(dO_>tIJ^!L{G^(6sl5?#Ac;*eB(_kxTMTervi}zmM8jHbR z6>;nrhw-8g0x(eLO~((}Y8l8Uh_BYvhX7ZB&7k_`#@AWA{Ti5#0P5=ElE1g@vz>Tx zqoWf|dez{^OgNVY0A~PGC{_3K5wHglKW_lakmI^3#7d(Nc<&`x3mNW`~bcM#RZ9v_uI%w-C{>{LqMaFyTC|jdIZ@4atc|2a4q3h zNawX&ORlqmmmvWSMu)8gfyhw_1}2e#(_B3GAVPq4uGu_^P_>JVmzNS%=#^pzO~_%; zd!Rx=q9?&E?WCX}-pP6rh)MrfX$)p&W<;y#-F-(}iFRx(r>bFm%j)_%&hu7;Cdd{< zQ4;#!(2%gSbpN4XcdZysu*)A1U|JAw!otI!Bi_*qT#7;*CV~UvbwPj-*jjwTK=OTf zW(oorTdB}&jtg5uN|Qpx0GemV*w613K?>n&qX7yD0}8~`UX%YOSrf+n#`v8>pD2Ej zpiZxz_?jI0A(FKdRD~VtcF+!)SOETWjSQUJ+y*Es2TBr&=p~5qvIP+`NyL%@g-p7~ zum8eX;Fr37o2B^`5`i|E&iU3^YyF?%c@L6@xP*IyA z-F-mKe*8)y@9q%xrn3(SRT&5lh@B|1VNQ!cp^QV?U%-aZ8oW7MZ*RYbf|NMxcg#Jy(qE0LXMpSS_?<+!pIe3V`gY-NT$i1oDDjJLM7hJ5U6wEpg*CTsJ)q?8nEd;9y(p0VTS8yg#W?<<>`vBC~k zYAi%z@%C`tRay{$1JgrqbtY$rYv}e+w6wKZ1_T_<>TXFt9XdHZ4cYp;XGKeAr)@w$ zN_Dlo_}Pr~bfs;EGm^|UH*Op(8K}yMp2$9b-$n9`nfZnD=k*K>>Q`4KQS^p3q!0H$ zPECbRi|KLui#(T83JRTw1aQ+1z~mgXovOj9%pT1atwG3=08nZ20T$lgiLI?#fZx;( z^usQa+LtdUZGBYLr~kLUE(I1tD1m=!{m-jc=uJD#9<6xc0)9oakB^gp^FJXWL4Xt~*B>f|>-onI-1|E-D1#s#+5PMDu$L^$1lBvy z-PKV(*Q-}=&doIai&f0k6B_K%Pt((H)z>Q!6vG6oNY4WjtEw!Job+LfB)kdNl$w$nD%lsDSI$2JHLUVN=HBQz`Oi> z5(keEg`lk`cH+sdx$*G_Q{@9%`}>*lMGjayISGx*LbwW#i1;OCR_XmVrz7at7WZ*B zc3VMV;f3#YWE+7BXrhcm77zhEb}jFv>DGPWVmnUt)0rw^l;crbFBUbRoO*WT0f5rFh0 zznXpW-R@rm)qKtM)hoB9-xr*QtIx`^WFgQ_FSWF2npXQ~N6P76h=1{dJNfbBr9^Mp z4rsfCH{W00Up`GBiEmkec(h!xnpjQ9O*O;NKI&#yoPU`X_cC4ZP>&>x zXTg6l*JW*fyf6{G<^>bq4?ZEUucHNVY1xMeq;Ef9i3L>p{iATV1HsV$$ z375B;Pw-cB(N-18V=9JLarbDI!v;CX|M#coHz|(=H{bvN)>kmCveo!0^_zv&J zlMa~Vh$bZ2Ej69E2iZQ8E+z*)*-!lNQt_S;$Ty@yU!k|_3O!>fs1Vw}1rdJfZ4iR~ z`f)MvCj{}AAVS`+D1y*JUqfJtA%7Bn3Azvzg+KxRkN@)v;m4<;P(F!%g%n+> z_zSY=|FK{Gw?i+e^eZX~e6rFY8Lzq~h625fU8qR;^VhH5v9XHQNM*|GGKhN5OJgJg ze%VlXbjFN{0X=-)Yb;5zD=n@C{ZWf9L+c z4WBe?4L`+`#>K_;q%xUMs+E6(MZz`QA5Tk_B^Qsv35|(Co|&2Py`JD`;mg*3)f|!m zPL^WS#80eBxd>iJNa$p>1vyE2pw49I;^HD#r^P;z!64hA>oKfctpako#y}uGApx7$ zlaY&yi<6rh(vT60)AjHxMr3FLg@SUvXvB`M6yOC4QA6B61bgI5=I2${*47|wCsap9 zMmTwRptiQQehB9Y)-0_;O6u$54@KjN)GWDxN6}TO)n>XNfTt;$Hz5#o<<2_IC;0kR zP*@le0vj8f@*8|mP>`gY91I~H9b%}k5dtLyJw5$@xSU@he0+Rl$yHFgAwPb3&IC`8 zUazgcHxz-(`-ZZ?d?Md$EV*>Snp`1!yiBFU^X>6~N~f82V`IbjYJ{SHaBwzXEOOO7 zKXQxci$eA9|5CZoyl)@`x_9WKAY!~ejx!`IjM;jg5;zUujRyrUs+Fm+7=rr;<{BQ7AiI-9ByUu?<5Z`PI$}$-DoFl$AAcdU`se+2eep^G|nH zR@TuP$VCZV=4*&?t!>)NyVtehmY|~()yCDAm`6r^z!`qrxGvX=y}b^jEVtHi%8=}# z0WlUbw6Q<&6%TQteB}M@lmkR1L#h7}a~GNo+D5n5kM{>TDLm60c0s|gkuADGAJO>@ zG7>z4$HR}mSOvwvK&gSm?Hcf;lFJY2one1_2`?o(6vC zYwO#gm|I0Dd-AtqDFhQ-p*|!Zp^r?eoc|0@iMpQQmM$<_Aeow> zzj^)dm+$RKJ=~~R&Ise(^7S~^bht5ybn*Pn~na+$k1J7#LD&c0ttwg z1g|vYabn;!Y0?3aena8^`~QE(^C^dyrCnc`V!>zCQV24c-t%q|^Zh=8P0NtE60lS- zA?()*bY9-QcUV{v)o-kp5bf?gU4F;`lRjq6=@DbUc13sKZp{5=vL2X7KMZvbKGDKr zleSm?HwXI-9>mV*N}0*|NvDPXg)2UOuPf%p^>A6qo|q-0XOjRIcTaodCkmrwY{%)6 z!TIYlkNfZ|`~8?L8%hq|P}v?DDULCd(O0(E9r_#{lY_baZ4 zgdTr#c&R+5Ei5+u&D%pF9x^$jDKdAo&2jg6>8Lc;LCzbWR5q$|t}8t&6R6;WE&028fYc7LEuhCH-Ie;Yu|xdnV&jDenVt`Dr=Ks&pvs8$7*7Cp6^c zox{DwKfk=Nuv!trHijY?-5lx=%vpxinQX5*~RtB^E*#Ncs*1nB&^wDU{l5P zTQ7gzpA2nm%!o-#{nF{(gDf!Il%`=2x}=|AgGZx2%=W!P4WHci>_6L8v)tY1G0O$6 z2>h%ytm!7`u>`D?M^{9e|G;YM(kg)F~K7%$NHLw@$pHeY0XaU6kqS%GCR0+4S z;VdAkkH5SkWSHxVX;7E{vfLXQ8}IynASD$CHMHG#RmaB%M$vdT7{Lh^LSnYJcTTfj zOypTD$lvo%K&OGnKfkf!3RukMW3)nLb)Y98A%xiQRjH=4+n^AA*~y3v!I@=u#Dw-C$=Vb5YYde^2tZ8Jqx?)}5E0rOG8c_WNXz^eE$)PBPO6X|5g zGj1L!Jdv@IK0KtY~$4>d;;tQet90M!(NfJsNKmg!|@o zV=h&Xu*LR^f^rk8_wkkcgn=H$G_Fv4yS$7Gzue~l zdwPwq{TP?)*>-*4}4tgzEDin@BmTFuqqcjq537b231*|{!D-kue`Oq$N6;J=?D zP0h_u9OvN?r+m7j#70F>0Z1pO8FbPAcq#E1-6j%#jJL|g6|=9)V$nOA^b2oDJ~sBt2HX8it1O!=27*^I zuWWo=o4wv4<^_yRd~q%NBdjVs8@%W>`bRoeNJOL9>-veQ|3gDR@a+}c6?-&?@UA-) zGscE16`zqzi}85>GU?-Ro{`0hYbE=fYEsCYCB2rXwph=*Nd z(7s{Q=uqdSZ*}$3v%atIUcmVZRMhve2_?kuqijX(FbqYg$|_sJvh0akK~6)4%r%LG z3bO^urNeCCd=3kh%_^QwD1I}o9n4CFv@q#B@lcHHOTqt%BO!9xSf2Rfg<$chJ@WKg z#)myLu1iBBCagWUU?-<5m^KZDN8_yb)RGe2)gQ-Hi`QkUip`ao7mQR#caL?GCS3um6v3UTf*1pubJvL~tQ-lV!Tl+J{D=W_3Vz!mIjDVB8zdti1Qj>95EtC=w zjM;t;5Ez~uGv41$>o*@TPO8*QG8gWvJal#bGs+^YTd5n?u2ccOw>_a;u6;*c{k=Iy zT}$x_3yw=HG`!8(C|!Wp#XY%nx$6}>kWFVwV*EEZ?F8{&IBpo@)GTSHyaof{RWa>! z-nNof-^U`}{4yPmM`DDl(EC1Q@FV7Gb5DN+azJ(#4>(RvuYJ@HF6z5MjnN)>L{3V& zNHxGv_I%!$~HP5DsYu1W~0EXFzvM4 zjVB$+0ds5)3z@dx%AC->sm{Ch4zOepi5Q;ZVBJTgfdj}I-cQ(=5w$$Ic~Jl1%hsB3 z!WY38uq9Z&9)$<=YDy(C~r+ zT^G&flb*5UWO9Yt>#O*Ts%#(mY8c9I&R+o=N81Jq;p^)(SNaAn9TBpso}DBY9yk3` zF526?USe1}25XBu*RN4!cTWP}wB}WiTBBl9eKrDm3(Wr_1qy4KW2gI2eY zf1i!Q=9^&KpSnsPOqmaTA7XF`C?JgsmDoljHerv5^F%N-nyks_gMg_J8oYVD?yh(V-nvz4^aL>Pa zDl86+=GK7F8m8aH+lWpr8fYi~q|5oEFtT>67JA|mN!f;wjydZ$v!Q%&HCu#(+kGU6 zX_|%cVk4W<`d+(76i`0u3;xSphOdx|d)Rq*c$Xg-;pz41h~iQH`NGIc{a(jm{go>m zX~ZkL%{7i^(qUoH!2hmz(76PXJ6oDH9yX}wjt^^wx;F{1M<2VBk@3yrA z<<7R3_wQ1Yq+rtR-9r(@SY4ap2^bz9u3Xnc2$hmilA)_`h+th3AZYl}LxueXcwA!> zaNYkwuXBr}|6{JHJdudJ!01qZM0dV&w$#mM+D-p$GQY3%!2L8^(2MZ!fK7#F)o&X( zH{{0ZH7P3IoECsgmVk0Rl?O#FpPgu+(d~b6t>BpCSGfVo93FMY?EQ=N&M=V%JG$_mIN(4;#_%?1JYv z8C=6-4YByt&#>?rx89=B@aU$tOLev09uG+#A)f}nw**8F5T9Ex3!QH`H%y(jf<^@3 zL)U)a?#5i)t=_9QKX`(0K_Euk)J&66%fw&_`|33-{q|;DReM)Lw5)Haklx)WEOW?jCzWi08@`zO^v z?Yym;Mgm9VNFz%%jm*#eaq(#)kJ3bc{6vpRegi$9Bj)wNSXMi_jk$82IdxWa2$R{b z%+I_2)f#RUM25vVZ1;WNg22d@GwR;#4GS$;>#T?i7W z(H9$G_p#s9^L76zuXn=GN%KpHu6*Hc3@l&BGq)3T>NHPCp~&f*Qn1I->Bh%B$uq_B zbvZFXB0n+FFM0G__A;zbk0phZA~LE^$5M2IxYWArXu0I;z_a*@q8U0!=aPCI$-|^E zFDkl!x&KV{0F6bZ#UJ(4P@%)E=SNW0%zz^%T5X=LOv}9MUuxO% zdV3J5Hj2Xa^6O6`9l>;mg#|6{9(ee@2h_Zb4Fv>@mldjX=$@K+s~v`hcfx{-b>nZO zaDNH(4x^3pWDHJ7qo|P~ zVPeuqZhbc-VjcfI*%O#L|IPWdXJ{mR>h1OSXqTEL_C}DPf(I!rDOEn4hg$yBk4jmx zcxZQSI1UE1XOrYv!bYU5a#mqwtXl1!_!7_khRa_74)g%Hk<2o;hf-4v^GQ-FiqLUq zii@k#$waCv(Jr5|P}wx%rLRx72{urVS)lVS8Us#)0KKl~6jb(J~oUgDE)?PvCzh zpWUf>$k{W7|11P!z1{2hYTJ?H+h=Q%!G%f-dA6ccNYI%_qEEZf9$~d3pPAd-sQdf8 zarE-_eriod3D=4Xk4Zs`FM%r%3LJpHbB8~1!`X1c50WSI7~G^{8*LB=$lF%L1gUHq z#cEbf5=^6CpR#77u?FPZ+^Z)WkFKn}*4x$}IZG7A(yXp|a<3U?F(PqUH~cj0M;|Xl zyh7A6*spd2UdaspJl}WoBj9fJ$r04wt!ZzRK7al`>0o$K-ovZ$#HC+#MZJx`Evb1p z%NO%+VYW_Nt@3FdPD*)a%W{8S3ejRpOS8M@mwZM43`(_b64sqNIW;U9*Jng{sbHZR zVph>=ud>q#TFyHPlQ-<(0c#`O2B${q1^6W8&>q{`B$;?p+ISd*D})=j%e}{6{-Rv$ zP!sLAva6%wEn=pvO*;?e9$5EQ2B^#pM;k22RkQd>3!j3=#P)M=W!F*Ju#`s1Q!7($8UD=x5wB2Q1A2Sw;u@w@b`bdA(7|o4qp~z zO7iwBj92uV_UCdOdDUG-@)BI~N{7aubl3t><2cK`5)?csFI=P=mzveTKbLXzb>erGeixpVyZq!6TPO z%%R3+@5|R<%io~Y)&9N(#f2vYbjHs8!;&Dhmn02%dc^0`Glxg3O$Fc0C!fE`Rx&ZA z_%D9j4#foN@+kss(^bA4PpT&(aQBSPyy&FlQofA*Noe7Ct$W@k!AlSS>F$X=;hdGZw2yIQb^8^_dAm?P_rd6+py^*nGs3`cyX zE6&hAjvB{6(3U_r<0nToZkoThk`oKx*F_Nc6U`l|)&2051r=3_4^^J-04Z}-CCng2 zpU9BXSMyy2sQqW|XV9Fmx$5h_WzO^5%E~&ZKum>a!J=iz?=>~mTxzKc%yZKmcw`D! zDeeNW<)_V;2^sd1cn31#PGYJfePtx9_@va|Sgh2D(xJ1-W*YH=Rnv^m!?ugrIx-EY z6Vv56>yuZjUc^wtAeVzy$8E^%?d`<30Q}>S5aX8s?3ugN>(0bugiwAlv z;AQeTCt97B#Kvcg=L|h>sgoq1=|O4MN}fH~ZN4oIakUCVtmHhZCfgCS)3Hi7NxnO_?33?Z5UoQ)A8;*ij~me#K`x0mVX5)@rMks=?#p zlC?rxvxb1enW|n{|3NSG5Nk1N|Gt0Wmqzt`)E*vDiccio2HSx_)6|Vh8u(kSDbdAcuI8T;Yp^Bf1*|=(#}}n?k!kf(HZ7 zz-=Za^(Id}25|RZ4zhkMMO^#>QXQrMg+OC@29%(&Jn>4gt*$FQjB=w*B2F{~zQy)s zsITHVlrJtgm+IS1KTPa;yT|ozjDT{dw;P~J^zoc`h-hkJop(LclgT8T4*tgejl=e< zw6t`GzT6QL6;-?e2$0ux4|?O(mcGHLiy7EjVteYQ;D3sIxj0Mp)!WAB{akbA8w4{M zHcrkg8pn$qF|P5XT(3WS2uon<8g`p)ECIgCWnnnZ8FBB$%j=7M|2qZuyARmlb0y9n z8a4eqkAaOnt?Rb{B)EcspPhr*_)2_0$%W_h(`hLOY14Ywv>wS$U%gG z0P+r6fzHg9#SXEdE4(9vCIO3tDdUbTK3 zLy)WJl#DtPzMx|nVqTI%&E|rt<|4sBbQ<$WEmn(5=+Ci-hn9eng2in5rLL}yl#C1o z4Nb(-lG0=-+H9l4i&n4gCi#=7ON~qcoS5->6W{N3?(|T-w|=z)?|X`GC{pnh2;M$H z21RqYKQ~5Os=CF?6jAqZMXh3(PZU;UW9mE0w4nIkg|n^J%hh^zPc|7mdXaG{J%Zjn z#5&%Y)AsmdTQ-wpI2?03US&tIz3Gm`c54Sa^sn8#NaIOg1vV3e?Y-kj|1*b@*QR(< zKat6pwbS(X=3+`?f)0b-I@k-3B!+O2W~9>SP%5ihUXkH^7m!T7o;S6ivivJc%y_Y% z_RG8?t#OT2*;!?n-5g+YYUh^oR4J8mTTK|_NI?-(W2?q8E|91g6}lO9EgDRov7tnM zE?+Jye<$4Sch7y`sR|l{B5y%AoG|wO^~tPmhS!PlU>2uYu8$rNQRF*weUD^jqkQgG zwT-*(MC&i*Jkcsu5+dLxGn8zab@5p#aWf-h6c$)D#uJ0-{~*X--zwL^_)dBi4Vm z>upIX2L7PdU-U0S|K^Uhx;+SpuvF8oj8Ec~!KdfO)USG?9(^xqZ!jJ(W=p`% zJt((fPf_sRHFX;p8bMOQ-}{%R?`MzA3o$Rvwh_JI$>klFkRtMnKh#x(+kE7=dYM>B zSN0O=d++OJZoI%A+dGl~fHal!`o}g994H)Iv)@Oet^$^rYi4|`9IRm%%#G(FfcwWg z$73nlLFkRSfp!0JA?fl6+N#s0%rP`v|C2YzOBV|tMq;I#NtCRS1nx^+1mC0_rJP49 zmLnX-1Z9!M0v`&QB`qOs4-adMTzmglU%&hX)dVN1$C5qXUUJB|DObtr!u@7&ViFNH z3Q9UulI#JgnJ!-JW+lOK=Ti+odq1Jo8^^T()B#9bI+&R4yW1${dRv(ry* zgf+~D9lY`bIGCjwOb3Z`ojbWTN+yc9C7Uk!rXSXcceGLBW!u*KYQX)WxnY%OJ4u1} z5*O|@Wm5Xvz>4li!|e91+V%GmUCCd`ckRN&7uR>1lFf2K8??KwpS>7Bca5WRFK4#Y zq<46IlXyuh(nf?Q5k(>$ips&mv39!dG|!!{TzYmI>?_Xe^hva0!5QFGyP!43SL?k@!a!N}Q#3g^>;B?QL_Gi>sk4#h5sKtJi$6vA1Sc=Qr=l};-(IGQ5+0H0E9eNCvk{~W*ZdW!YE`Q+m8K~Q8jAktbgK^$Ox63%4=m`s= z2a`C-^hpvXc$|c=(P|aBve;a&!|UopV+u*x83<9|1A|Fqm+!EzqbE(A$3_wzX#yJ- zu>}rvVn`uD=CJ}eR6ig9j3qfH*9X}8^pNfz;U&DYlb1s*FBT1l|M!c_y9Us%0p2}h zD=OT(KKWW52(_1XS5xU38fk@TrO}3`orGaf5~Om-cgp9q$nC-=QXREyb23BSq*;kU ztB&Aq&6AA~5RE~m1Cc8%Ca;f_WB>du(ljr~0p>S3iBYxD%lsKdBIO9X8F19($aw1f zPANmg_x+tB?(Xh4=bP`vr*t~ag}`*efFkkso7SUE!l!!beC56cm1wcyXSc zitB^N47N&ry}tYx1i+Zh&_hK3*SJ?ON^i2=USR5Awqsj5XDem1s6_%*AxuAQ- zZKS3H+PK0)m7gQOdrX^>{bY3-bdQ_v~CTb{Do3SxA4N&FU|NH5}mc_1KQPAb9-k8OY%m91$iqZW}KXv4J&i8osrk`FtJG&>_gia$I&mXb< zJ#4O1*JGpN9^c)%y*D5adBl+YBkdQTWsD}v=v+A77^W|=-jMUTM2{2E^B|E)14aFJ zDNoR1kq*oKur5$TCZyRDHW_$YRyVd8_?i;sQrIt5GIGASAdvjw+NwSeE(xZXC(|_sBZLA)^w|ZRps&^o0gk7dMEV_ zE(b zK&9tSnq-$Gnu?bQv4D2ro{W1YY@~w%LVy|#>XY;Yl2 zCTsok)%1TxRKAtz7KDOj)DAOmc{dlc%hk4TjV}6f@^BS6WfE%hkqN_*`wnvYj%$RX zK6{7BzDI4Kd+&m`+=dPo;HpKk$zu4H?xs6TT_7R%IyAibpkYOf^E*Op-r6?d2M}F| zzFnbK6iJUDP?=$|cv`&jG}5lb^P@knseo$Cbq6e&P!Dl`3KJ<%j=uw5$st#m5NnI+ z4K#LQ^@h!<5o6K2+WTzP=K5eDm(a$C5-o(+9{j}z+EgiHcVg~+V>$pQXg>yqNQy9lb8X_pR z0aaV7T`{f#)+VrqP6Q^uDrWQ5tn6NK$Ri_kUFg+EepO^0>rs4%_aFznrEoG!soorr^N*jGVmGfpyJf+u9M`e?t1C+WIWk0dRUR znJ>#2ol*N_8Bos5qOmpvBO_O}Tg#dthk+g;By#DZj>(@1bGNLgnm9VBbsUhs>B9$voXn zazPt@vUm}wM9HwX6Bx9lRF+AmjFrrHS`a*Oy;?W(B{uwGw7S99vA+04jFVt*jKOFM zpKHCXq^AEyj-?D!H->Vv{Xlt+l8u#SIEz|Dl*2HSl=HQ%=d_i_nida2=+Rd6PV5cnYaP=ZO#_Kgh_E?LNzSWuMXc41z z00z#0Vha_B`DyUs;9#SI?SeMftpj>@fuV-H;k~_KmS%MG0O@Caf^5~|{|+17PgW`7 z>=t)bMeSyv@B2dFoVoA#JGV4vQJVEPM)Rv9&mOVtWLnJrzFCQuNUUN|w8aS%-8%rI zUuI*YO>qqtU~+l_0??dizX3_z^YT-TM`#JWDgoy&hr-=_J)%P!N2m>-7roiPPce?lyRQm68K5c!w?Ex{n=z=PUsM`E7&)fb&3D@1JA7ckPza1h4$bINsPhj|^zYy@pIr zwuB$X8)SpB*#Y`=)FR$SPJ00sq{-Yw4Jy(K(W+c+-}x;P{puHH5u5+W`q==17N9CL z$tvim3RbMi0durx@eoxLwb=a|$(cXcJv6CE0+0vV7VeLlgmb@xpQ8#BJK!xctNDsr(U9@`bjA&IJ2cuEioe1uG|+@%W+9NR%b=^RLV^=Z`ni=*gtj)__@03pr7J-|mR zADwA;pP-QIK;T(KpgYka93$WjU=67lcs~2b%+^ZI@@I{q&5;~*3w6bnn)=f^jBUEq zRzG5?CsM!%9UfoanYH9P?(cmPof!rInY(+pOM|%@2)x~;yKd!$?tgUmK+#kgZ2vE1 zjy}O?IJd*Yi<-U6(k7W%2YgHO?fsph8)}VOYbN97P?ejwgZRwq?y2hMc;giLWf_8) z@sK;`cb6pPR|>_7`~$fdfqUHf8gT!eU97ci*TF81thhdYrc|W+k?l$n(i#XOcd75Y z!*F*u(|^$xCnYN<`>A9sk?jnFQzPfa2LQ%Ae37td7IP>FSa^H!Ke>k-12unf5CU?? zF5J*LXsw&zIV%d2gBdii$5T9+8sN%5Va~A&pn-B2)piqq@+f7IRte57`L06j*$-}` zIlWF344wa2wt;9KY^NX6WBX@pBl4q8ae984qE~`K`PE;ZWT>8%FOLW3P?7=lbLI;M zOMi|#1vfpyd94r6+2rdA?SmXb{P!ulIL}8guXsmQf$Brm(0#ytR;IgOFXvAey(yUn z{o?!pGIRG-fJ}X-%W1gi7nUc>$+wCqZe0cK7P=ABFpRPLa1C?)EPqqe@-im_Kxey6 zS`AQ?3*-ncy(gBezAYX$Kijp|2KH3IUMnZ1SmG`|WGhF|pi2ko1=XpnI+4A?Q%8<2 zsulqhRCyz(Ri@)S_fD>pV99KRQB^M#;8)vmG78~p6`xcX**eoVujsWaU@$!hiGI-y zO>XSQk@-K6eb?CJ#bHx7WIud(l)$?^rpDsY#=mqefPyvLfwolq-srYJZRdoko$MXG z+5Y0cx)qn6F?#RQbxwDZto-~~$Nb^zj# z*grVDWgUI*2w77k_=0#JEF+QU^Q+i~MI;u0Mh z0%Ho0fuKX-4G9N^t}cdOUpYh#U|LG&<|%!S)Ar$ESZ%*-4Nm%TIU*n15%8xBhoMih zRv!PU)UpO1?r({3=EEJjlPr7>z&-6Gf+Y!#{%-yE&twt20xjr|1m*SFYwgb9jv>ddlk^Y1hzQr(v@0P3$DDUF$W5{;? zt-HG6tRgr7)wi9YzPZ+De&6Xl15%tVAoZX0Z~Y6xNNphc5(<>5?YMYS%{oZZ@kHy^ z9LdeumURszLTdT5TZ$FWQ+kPJMh_)+F00A;@*Ppl(jfg#!y{C(hW+$1mVY|*)E3uw zt5+eN{GHo>P)ObwI)~hEC4QH4Bu7k;8`pqb(r?lO*&acsQ;E0KHmm9Y?^35#SIOW0 zx4BB)knUvO{iLh;x!6Q^q_y`?64X&!DGf?CimjJdq#f2-z>%D{Jb6|jP=x%gpA+m* za|n5(f$44hvSrQXR{V=)nJgUcOf~zKbq-?4bPhGg?Vo4|y9xH~1cJWa7!3h)JK&-` zmz3isbOHmeC_p>TLFKezE?2Wu@ntAgJ(u z|Kc)}2UpGbF5Xj_{&~8XO;mhijTUX|sF$OrWh-XjE1NB9$W(8854FGjH4TG?7fk5R zq#Re;pzIUf`4G@VIL)HtW)%twwK%UY6SU_fNG)Yl{!O+Y117*saag#pJYt)#|6Xl} zAs^}I@nq<4h^9E}oq0|M(7*N-22d~+{{1T5w%G>>4pJQNr=;DEtJB_&5z9s5{%K%E z0`54^HW=-LVjcYY_7@b>V^_8I51)dKB4LFEy|sLRF5;>F$A6;U310< z=2pbMlX4-7zF2Q>A*p7z%hu+3G{@p)8O30jK%VpA;wC*XZtN z%G~~|F8 zpqU!_WP|jA37Q{*6iq+898M}oED}QObGdVXioo7Jbm-;E<%|0T2XjTyN7!Z5B-C{L zKIZ$2*N}nXqWv`s|5dQ!98TB?^^>S4>D_twt4|OA3nvjuS>k=A^Blhm($sc|pFo_s zBu#Cn-1q6y&gJ&+m00$k{o{?Gh*Xx>qZt`}n}XUZf$nUra0?~C%6bQ~mWenY6#SSx z1BqCU^X7r{h@8<@dEf*0qcTfracTh(uhYltMR;8kvO-JWJ|+F?0y{`ETh^y)I=RCX z@k%=p-3kYqSJLa{X|W)FZ$2Dh0{?9$=yZ=;KzMbm)tK${*-p`Nm}T+pbBrd(?L0`^ z1k?m#qPm@vU(ehrGq!u{i0ARPrC1$GoOc2UpGeE zJ1wdk^ARb)Gf2kw`vi1L_`3TB4#^~`e+}SH9fLc1-!wMgC%D`rdzfj-5gqsyYH%ht zgo%=Y?z42#$^q{TXRO>H^}w^ijXrwXZ#sB!o)nNa>-`I>o`$y$ct7~{crr&iB%qp- zkHyQb>-=Z34p4_x(qpOQCY(9m*;yJM7@ljf6@t>VJ%hm(5I?093>O`&|IN=adN+pD z$997NQr5TWm`0!S9TMQHHm|S0QF<1Q(uA~z#aaz_JflHK#n)=Aeh>)U$)^uL$S^{7 zD1a`t)Y;i^L$`J=P$HDCbp@o@^Su90I8osnTDp8LAVdFySu*Llgn_|#SpFi|*W<@6 zXuSBeTbT2cm{l?=$6-6b4iN*&$ljY$&B#-Xi}_{f?%mFVV`Nt-swnjS{~{&dGxTpk8?J zcteN*SE;aGw-_t?D1sq*E?vhoMkFizT=V+@erMqvX2{v`dT@t`k-E_lNhlWK{lJ*~TmUU524 z63#R9O}JFOst{Gz$56SG&l?#hfAQYZSUXv_B$&x|jJXKsk0Ioh{|F8-d8F}l7<&5L zTS=qUCd9@V%YeD{yWU*{ICr?>dIK=zY9C*(5|tXvY#s##&9Jn_?n(LHu9AAWM)zZf z!TA%8PZVF)sCzHKKMF*@3*8!&U!R3}a3#6^D}J3S%-pse)e2j}n|ztPc4$Z44*r;F zNDpDpn|NXOt$#$@sJtc*aDCoQKCVRQof8D?q*$qkU@;|Ja_6Yl0M{_!J0_Mu{j9bh z{6w&2exPpX1L!7EGOXq+M`q2@mI4A_7|Qys)pyQaT!MOnonRlY_i}z$3ZPPCp)siW zN8r7BT=;k1KkoJu_&(f+>q>Wu0!lk*U$^V;Bl?5|$A^}Y9>xZ!ktNfc;UaM1UtE#) z&QspZO@rfF-z*>k33=s2+4Z;c(qtKZn%5j=%2;GO+d`zfk|G`yu9HTr^M6}l3+sy5 zdu47YbspVWa7-3u7UVmKHELVVV<{`6bKLqtjPr2EP@YqAC!QLv?w{{XU9|Oim0ii` zO12C7%JZ7EM1ys&xT4ANz^~rtb8W6Rjn;NVT~JH6l$*f-uSPIZ2ea*TE&4e&H5F^I zN+&!k3-5HbWoTg`35`O&)@%%eTBBOF)BE;U`_HLFl@h~s?!#HQ4(Wk zS3-gF_cXt{=ZC6ShZbJ>&RB2X=e3s7Z%Yz(otK|oPvQAnN@+h}b{G0HhGqgu4!~Du zBV`}TdH)MvJaGPJ1`I;N1Xm!7Yb`f?bs${4{F+Uspo_M+P@$2=XaostJ3c%-7&d8x zT#rz9hhm0CMj{9TUg84YU+zbbD;~ zd;kVJ?exP%69`O#$5IAh3S;%!$z!_8Rbb22f&~=la^)4*GsJQ6q6Nl*zyb_%6g|`) z?-aVU)HRvcD$=rUF|>epqd6;rf8`Uy@q(ls-d-I@|E2fUYp1$6g+vV5g67D-F7{f%z53ymdFkCYHjX^>)RoMaF#i$6CdY8|)(o_Lvcc>bdh=4o$ z>_GlZNx?+KVa*i|g`cm`h;ccX+&(^*@$JZ*U;|cQC5Db^dO#o$lkbBgFf}7mBA>;W zCOe>ZQxZJ@Iae&CiRJ2v@7`}qvSga;6|v88dVGE|Rg2T-IKSbQ#1H7;=f66&+^tvW zC_Y#7bVmcV@=E{pzJIm`0IGm8Guv#Z6OGR|3artt)EYtE{#z(;KmCi#@0+^PU~zqr z6EF+x1MBc>K*#hp8A0Ll|F_;Q;z&u$)08RgpG5VXGot|zt4~C?z}U(=A6^T`@V_VX_C#l??FJfgnLaiA4DQf;1-^Fy3NmOlVM)OsWN@M+>b{Z!(j zilZVAp_5-868xb4DitOnuQ3|N)@kv(kGkwl|W>tntt3;hVfqqguP; zxz@ps^J`u=3ju(9-IjDd*k$wl;JlOq5L2T(ZW|~poiN)>%BG+C`}&}&)W?8Bl~Pck zpr-x>WV_tCb)BK|3(w)Pgz&Ru%1?CK!>bs0@4?(cZuX#J@%z%V4$Y$hSZkXD4}7IduIxq zqsxDO`8m-x*tPr$3>pS!aF19JWKSfG)A+7!?ZR@W)D$onG{2x)M7acpL;!}y|K*Bx zZV>P~urm;eE#S|qQLWpvw3GrU-som1A>oalb-b=EIvk2+TbndIz{1lG=;8qW#3HHk z1I*1j&*7J^lo=HHH`1?b7ZRa_3@OIJ!~)y!$qWXQ6gj@aKtyS^IvOcuX;YG>(DyiW zkC4<{NysvAHHq4HIV025o=4O0w5EF{(Z}iGKXn+xX$pDrqH96S9N)IKx1(WTh*xPh z{fvwxAt4E_tgOtZ4!Q^sCy|_8zkjYtV_T=GA!O=!1&w87i$!H>#n3p&3 zHxD45?!!qW2$?Q7GV1-`@q|UdZ^%CqGrzrcU2y0Tx96(rzT=P`kX{eAaY!yw6sYl~ zo0$MF&-+aaf+=Id_vxslwY8PeX-5=DrF{dDm}%^G+Dho#X%@^qy`g|YX)-u0;ygEZ z{?>s;VR&zUxQclNJ7M?#+IsJJuJ`wUTx1kQWF$KzvMbqpW)(?vtTH2s>}&}c5z-(e zNs@$QDg4dlO!SlVrmLb#=+)P`bKIKm@ZrRil!nGThg^Djcz9UEZFVN`MjrU6K7_{p zB2E3Ex3<*&e;LEVfy;caOA3b5%ZdCuPd8t8NqUddc*70FuTZna zrwr)QcBq?>oz6A>IW~4DCB?osIW;v>C4;Uu>()lmt`|%Wef()%gH6_LSMJH2)jxHu z{OOAgzRTt%VXwC>$1lQ4@EU7p0T**vs{* zSM{0?HB+Oim*4VEKfjZS*KU?>`9?!i{PNV}0qMFRqmHl1BNp7MUnVwW1}oVs5AXRPl1lwE%JLRU?B`x*X+{z<34+F7vOQ+Xsa-zs%=GQLmu zde%d>)iLI0CVTEnk!A6vWaLHAkF$Q9{Fp`kjZN5uI=k`&In z$~aeGv9Z`J>JRX8%<*d&atrox+WFt#cQ`Sm@{Pyeee~f;|3&SqeJ$mO{@&9=uk}Mk z%Xw)^+E2az{*s-Oy7y+&eeXy1pU?t^pSugcn)C9j8ts)I9Jvx0?Q|Qh`Pnv>Url`D zkF?j_5N923BY*6rpq+4qv-&^Fjb!pn3&!1mvyH@w% zCA-y9QuUg1gZ*tsx$&nxV@>}qRrPMNFSGhhck;}jaZ@Pj1ubu&x=Lcx&PF}6)YMd7 zUS5RbwDX#=HBE^_U+jcyuWS)O?|Zgchnuyg!Vl@YO?ngUMfNuW*2pt6hl;zfX9Kr( z9U7p>yG#>mPn&Tgb(!Y*iOHv=c;8j@@5H0_W}m=kQin8Za*e)B z`K)%WQa9`8U-Dd+zPng){nsWuIbWU|=aEW&#U}s9*kkE`?V5z*#ylBGBEKGwxOm|+ z{Y_n2-<`4PuQT%{Lw{H&-TD)Gbl&?&+?k`(?{1-dTSWkU8GU}H*yNQbBo$#y%ba&5R zel4E_sOpTe8t=cFo}TWm4pell{L9o^;(};Trm3kJ5*q4*bsYVirS0x*n(ntdUb8J5 z))nvH^ZwVM=ipPm`x5!Bq7`pmbBZ2cZpicHKYS)@?P)71YGepQ(wgH}6~^RjE7X3_ zD|<5`r?|PfSx@z2bi9 z>s*nTb7qO{aTS zab#gv507Ko+S=sQk4;7c@_2RYRJHZOkLQsTWPKBu&`t`{S@|QEbf$jDDHMi=_gzgZ zCF@Cl1)DYhD)RKnSH$ZarK(GOibbuTa}g6*Di%H-EOFsaj0AR)bo}}xQ}CnY#Zih| z&03oMP87m*KSrjm%|**fJF)NbqOBe?{0$=v<>=m#(IM58MiHL5Brdu4QAdMVVl;kz z%Qdpvbk|NW%r*A%PM+s_VPaZD-(sCd^|Cz1E+cWyucCiud`h=RGQ7Ymu(f4b(v_7S z7gI#+FrDnW!9mW$hjTJz#w3MKFn!-9-^r3Y*Aspwpwu<$9jCd7tM#Ac_KLH=g;~Ro zt7Ppjrd9S%X6%up3k(cY_&1rADbp|MGOD4aLr%FO$4dU@WB=H{izZF~ly)7xC~?u- zc1-Bl-pehwWDb4FoqH9Q!9~>;#?vaFVH{=59CyE-^i&GzPx|wR?qF@6?*Fp6FY$nC z0bgaezt7SQb}2MBQMFMixGqc2?zQ<6idU&DvqG8l@L>ylmn1&P>+M;Z(${|(i>Ewa zeWXZR?nT03?{KD&COD0QoP!pI5sQlk6N9o#Yt`u&j~$%zZE-&`0h(*$%RkCY|16Hv z1n~F@;Gt#x_4nV3t$)8Uorp=)qUG)pqm!P~EOwMR=m(SKFGLkf*6yIz zik>_R+|TRHbD4{n1qArEy0*5Dle2Akrgv?**Oe%Ag-l*>$;z%Lw{}e7ykymS zG$eD3)>TA8fI7smhJjh>#Ff5Vole<)E3+70G%`BscI{eSQ`0V2SJz{#djR1}Hvjs{ z|L!WV?|gn1Q?bqf1@cel!;7|>;8V9b!*>14aMIEHZ$ zul-i8z#kiyo}Ml&pp_6-Z=;;o$>goCp+P|rx}(x!``duJWf|$AfpEFRB&zH3pL}+X zjPNVk0nnDOn}arYJlMYcbi%jW?@Oh>*MQkJQ+dJ6_`1m;(V(Uvl$PGRse9|PR(ll- zuo{)Y{{~?Z6PEDR*A{Xq~+E~ik{CnE-<(|U0e{XN^p|R_g@`Ioim@T|_kc8F- z^*D>X98r|;@tGg+yUP88N=I_f@4R_W&xW;aAHh}=Nt9a_c?&;WF4N0r`WiyISN%?t zFGz#w;ltBAcawjx`?y&DS#)w=Cz+IMX*oyR>CwjMBn$sPr+{n)M#Ko50l?eCX@3gaohI(fAp*OlpZ6My2F&(cs1=MFuIE%~ZU zuU3=Q?)Blv*Xjp$z(MHc!2!iHQ(K2FOjBiN{NXR-tzwI+V&`u^>#f!s{BC<>m?b>o zk3dn`d0N5Oiq!k8FK51- zmoNP3IKN1-vYk`ywEz1p&;qBAqz^PDVn7w=X)>P>)ZSi$wZWA`8ylvimuEBbyTl%L zTHM|3`P7*=>}JS;LuBXnTw0qNgPD)ns}Qk6Cz51w=h|;k>8_;AKPF#Q#=lBk+Mo2E z%+a(zv4-naQQ}H3tYGIg?e_ho4}0|Sr8l)O(&?#V*7DpVBUX#dkKGJD_63OjCsdr} zUi|Lv^701@ug!~Zw3rCk^*7{K`>_{};>o5MC-&%BupIaIm%;86%Kg6%>7*1cUK>kU zaC3Wq9-L)$zj%3%zmMdm;L7{fftln6dKAz!nG}mV#U5CoQr)$^uTMst%T|3O+AXwfZ4sui@6Yd&Va8-WW8AW?-Wt<%=w~b8vO6OCDtFWL%CiOD^Ey$X z+V(8XBXT+mGKADOuE~E8<_1qQ1&POW6Lt0Lh-;d0%&NT$&JTce4Y0RmD z;1?XQ4>Ra8dHyMJs216WbZ)ZVU;OQ0=}WakWCuA%V8#YDa0$KxAX ziZ8!f5T$ae+Ak$a#;)U467#|g{Z6j=e$nU}75rzizlk0g*#u9*?x_K#_C;Qy5#}Gs z(^|V$=t+2gCmtxY-kBmHGCVc}H<76Tw(bZYY2(G8KaQ_D?soWeMP+86YRYSQ=Uohe z-RoqjKB+W$;(5F~3Z~Sn=FY>MaLJ`&9de|B(GZ<4M(+ zAlB~OdcjcaRmFWu91OX+Vxv+5|4p#%`uy9wuujNfTT%SW`H7aG=VacvKgeN>uFCky zTL!oBGMxK&Gm9u)DnAhBL-D0TjhcksonE_DFZ;hKPc?7#TioTewGPKHQ81KOyZ*oZ z!v|1qAWf=d`S?nz-6C0JiRWFNId|)MlCEzf=bs~;)Ru=WVW8~ls*HsO*_>=SVl#1V zC3IKmrDLp-ad8dp?VuU_XTmkxE=lZTW{#+?-Zna@_QCS&#i5l!>)&<`vc7w^wVM9q z&-0KR6m`B-KgHN!Idj7skrL0?xgL_Qn;zp zse8d=JBdlbMPTfF6zs{Pr7<}cSLM-ME5uKuz)JwZ4~@q&9CD4H=e%n&-WhLm!iDuh z70rJUb9TwYEa}E<;b$^_s(syMBXRLwpN&MVNNxRpx*73&e0*-J^VR^~RaI5Sxo60; z&ore<+EeY`UDw`TShIy8km?zRhVMKamG<6>*vrmy z=s`h-%fYuJOOn?5*^Xy2cabpq3(cQxE_lX#hBoO;pR}T*gruaj`#252^post>tn1t zFi^4nl0>0hD{H{Uf+j#ps?2r4rSVoWtC0_p7b?69YYMMjyLRuS8&A6b;x4Txh=|7@|m(<58dd$b4ZhlmR2*@_}ZVz)6Y%vKLOB9bro=;r^0^{ z96Ifd>^kg(W`2m2>ovYFT;75n9@;3#JV2JMvTklqemDi8+8RmVPo~n)zD}D8VBTeCk zjIi08$F74_0I>rB>n<-$gh)*C7_}3=OnDr&sJIu+EP8Fc<$%U*7H-aeOfzE#PdGou z*w9P%_C+Aah${ydy0$iv4nB|@(#u5BIg8rQ`nqC_QQrY0aa#@G+}o!-ZnKDo5c
      R>!tRTADQ>I}Oz(H?|K{f6Lj z?b!*lzIuPbVu7BJpesA%S{|RsR`Kb*Zusz;Oktk)gKR%P|d^~A`UjUD6WwzgE z;*nQ(nfqZ7f#m2#RLwBlKiRCMqcehKFpL7q^eEA0bpXwzghF6Z>5DaU$8GfE@c6h! zfkh?92KlZ!GH>)cqIPxcEfGepo8jT+4i4N}i=f!UI{)Kxfwik^+mGVQE;~LrpI~5S zrfe)uL6aSmdC$^JFJ<)xX}_=SYyNcxndDiW&@U8hdM7`LQU(k^`Y~tNQ+myfc`29i z7n9C2^T|W9SR{W_#V_6zzPgi=vgk^`46n8g2C9~@YCAh0O%b&mUtJh=IK~Rz3Bya- zB|Z}MtOU4KWda+Ds<`$ z|N5ol?S0aHyd?v#fCO_|dw(P<&$c`~ewpd~`SXDBak#Dh=kDwfOSSsSJMTfB^RAj9 z(f!Wa--#?GWwR@+tvbiDV2bZ{RCE83C|J#Z_2Sakg6geL!DN))GsRt3y}WX4>Z90X zJZ@oF>Bz`P-Or}P(|Mi8oV(+1tS`F_)$AZ8CB5qAmZ2HP;qB+w8+!w5YkFp;=Zzx+ z>LwukFE9TqAMtOhlhj!Vx_CGGy44ayvh#&D4Rrx;q2zOlN}<1(Y&x_}d8v>5+b{CO;&G;> zI@|G)*w3>Gb7>zYO_o zJ9H3Y)#jU*j${2y{`EzN>&KgW4w@D_F#@G$I(9rQ^}iCZ?(TMnclF<8fqkSmKMiKI z>r|ZoE!<)vDJtw2IYpVnFv7}1fN+Db!y-WfNjg8?IKE#PZ8%>YAb;e@5rok2+E7Y& z#MFN)a|Sa%ilfW#mA(m(->BTd>LK4?w@FJ=@K>QKwyNc%Tqs{oGTkp$L8d5rpzwtc ze}m;#`rL_sq+DG4-ipT@loI(z+J7i?hr$NkhJXGAs)tIBUG#r)yHn6b@X>`s6HwvJ zk$#Hok;v#NfSjxkozHJUdT)qRNuBU?`>;XD*>y0q=zD7J`qNCK-z+BXEVIj*H!MJs zM^JI8bMcWYtkdv(NZ&*5v&*Kt zT~R7V>YC4{-??+zDl>yu8%^AI?%i`Zm2@pDl#=!}0)n4lG_N+EZEsk^deZ&-pIoaq zO`b)P?V%v!@7T1bIq9>=i-li4s_?%_!O9mduz{xW>RYLvi?%3euqo`0P266E?vY-0 zSAr*KfA9fGE*aL12QaM{#l`)OQFi@awAiBaP4KvIo%!R_3Xi7J(rvxou{>zC!|MM) zgl=p#pSjAF#!sI{5N&TCl$wQW;E}9mG?Q?5@nvQ%%L|8f@6`~W1fB0v_GU3vm*1`} zEhZ<&KG=QsM=^D!MPSDQE_kkDX)h)glYhFA7Ze}3P_b~_&epaNT4Zn4fGqo*XVvDi zIS7P;2PK2QZdAJULICb5ap^_h!lOre2th1TSJ)0|+_u8BwF>+&nb#gXm;(d{GPP83h{^abauBq+;#on_|>moZ2irDA8T0Y zRrRg$C3@-GsmC#T%XklLD%CL@l9zvkEtSySZTj3eR|V<$9&#wbGs?)^pX$hw#OPoI zqQ#$0&}}-3>0vB=BI2MgV5!#^1 z*vQQmX#7IcZ)vCmgrgVW4Pj zZ{JWl7;s8oe=o8|2~9agXmE3iXqKS>`toTw71)w=!gaDU5pvk1ul;WMA3|roQ-vUn?wFSK~-ASkjQvUDq%Xf&uEO)GozfnIR@$ca&iw#2YjR36t~$B z(+LUvn!CF=3k}dkN8!c)Av*Dk8o?w92?;95f&f_dScw~;Dv&(f7e>^v=~@x0&%bfF zBYc=8NF_sH-om;2RWKrng!jA^c({*oid&5sCO-K+{~#8a|3W?UH{=LeSy`lhf<6O( zH46A*-x$w*;hje$HM0mjBMVDQqe$x&%Req(sPa$6&dM|vT-#V`!|-cKKy3fz9(&_w zhPBHaW98y}31|$Xp}=Mb+vEbu6279cFzK(ipMFvDIy$I9IHVKOmH)w{IJpIR?91VD@SNg1HqL zIow@%kr>tv#uoDf9Lm3pSyHjHu{E}~60aFa5BXi?>QymVOo+q`L_vTd*b`V3{NK(T z2b^M5R8-8&%)IL1QITr^@$^i&r;D7t{1Kz4G+1XP*LD4G+&F?E@9Qgb)l;ChD~Zq! zc>ltpl878hf@e=&|FwTGU|l#MAOM(u-@${Yl$1ywNVz@*O7r;reNT{G>-|ET`rRnP zTyo$D;_I%3gbh^Xa#B^*iR6U?<@iJQJzB0{oyy2YE<|S=B z^ry8e{sEcKafL%Qy=h&~tAlHum4ZXs_h_PT$FNV`-!A5v>_~F&W%BQtCRX|83MWby zy8UE4)zo%g?t00G_51K4+l31k8b5#L=jXrqNY*PME$vGAm(_p&M&{Y-SJv+-unSyv@QR7W zBS`MB!c)Dq?~oX4jQ^i@&5G@<^^$J_YZ#`FRC@RBeo`_rH&0JHKvV)aT9;cAu!IsD}(YKK9I55TIdp%5U))IGcUa-gI_tVUOSW zm5oa#I{pp(*g6nHqe_u}V(sqLw)qi}%=udwtsgI1wHhKd=${C$&my3DdzrgEq=!Q) zs;ZH!}RkNp1K{MKz0I|rAsP)99FhxLUpgIpkkdoQxn!<+TSyZ~pf+J-pJ2^@^z z-19mdsS~wM*tdd8aA&slxnXBGb zzzGB62y{Eb03a||#)A}l<-@KO`~3D*Id8thwaBFyn0 z{P_8EENnYpbBzuYN%KP_!!8<{4-E~JP~i~Q56E~3Al2IdVtPz|*@2CY**X{m!X+u0 zNYAI!ZQ%z@d(wYZ3=sQg1ZMzo62o0#^JL{vihXQsEnSv@F_o3_v$L~AZ3pN}xVbP& z1pEKw?(h(R;?0;7*eT!D{q244~vLUT)be)MEz%a*Y7U#_Pq|up)xYb*Z*s_ z-wya#cGum%XYrKyMAj`vO_8H{oo0_KH$Fa%JGc`3AceJYaBDCisQl5WMsKMrmMrTD zXYV%KWZqn*#Mb;z{sj}FN4IapEf$=YO8%`s_Qov#p}b$Rfx=oCpmlFZZ~y1D!8VcY zinU(XK7d4GS`Bb_Xi7@TjE{kz$Wc(aJ3Xg^s=q5WU2%W=t2%vQPl>zW+J1%-JuBzY zLLP6qLtB2&o~)kLv0NnOUgy~osRH;0#OpmkZw$^yRI^eABp08kq= znt$6bz3mr!aOM9_)|e;-Xcb=@*|T?%du-T}?Pue9{Gew79A=ZVS>p zS9ta|T0l`$-Vtzh5U-=ET)vae;DijjKMeuUqKaO z=#Z9AQLgDcd!aj!?%5_E`(=}CZ3lP$xre$>#S=Ykf5<1Ey^!%3CQr;3yUq3+q~EMN@Y!-pAg4o0ek zt@rv&DH@OAZo(2l5pILURIxJPSO4E7Wp7Lj-k-qvv?l4U#|yH5OJ*G$Y|)BME$=1I ze|6c#*LP~a*FqT2$n5NAW=sFtaB5~2S#&(ZJ1GCx!Oxa(-tSI@9DI;6b1J{KW-^USWz_4k2?*@cpH5d2Zg)&hAV z6MN3~MK)a;*<2Z%03!l86_#S*8;MX$l&Z)~-XJ3!x?ZyP^z;zI5^;#h1{AzMzdECT zb>=N~p0ix|T~MuHl=v;IA)SgVe5l-&TckGX-A4)yDZjYIfiYqrK!w@g&JmIOSK&pj z3n8cVqDk6~5d+deKg-=hUYg`(6DOV=F}hh~-_o zEXqA&;^XOLJg09Vlz`mfmz6a~hgTsFX`||oS35w`%B_5Tep%+GoKV+mn*(PqQh7Qp zG;E#x)vmhb^X&>rbMx4ia%M8u9luxZX&VAOiPU@1@)b@wI?FyJ~sKUg&tYF%!PAW_>m>w zIJAdYzrRVO6XG(7nktytM&zu z(93-MI3s=!Q60h_LaU;Cu0)y#4|DQWhQwVKfqOh>?p&Q#y#0(~LOR7U<6WSh!i((; zDh^Vo;vXdsr(=|x2L?EBj0?%bM~@<#d6e-OweoZ@U}xChFJ! z4lrMS0J%bU-=60y*1adZm#&KmGVJnMGh#c%ZucYY0Pm&4w{ZMRouuZ@ct4NXqkjT> zbj%t(9>PtZ-LhN4eeqt0+upybznHO!4yz$&AUlL#d$AGwPgAd;i@C|?%3Z}h3#xd9x`c@?(Khbdo}<$8+;iemQ@cCWxFXThyh7}n8Q<3+Gozt zgNVxnHu6VILFrXqqeM2mz~jW_WnEa~H&>_lp!Ve~y+$#6%@d8mS1%f_p#k#&II)iB zXN5kch_<0DaOio>hXatvDEGed{p*A`Ut3$tcJgWvkuPu^1QNiSA;Jsb8ZbR*Q35cx zrO6W)0&5ZJ1gv+?0~Kpe$D9<`ellccWx1X&Iez*3Rn+RFy`LXSzYig&KIuKr#np8J zAg>18r?qTsr&F=8P&usFh+6MaG`oy-m%4JIyu64c{Kj>Vqo}7vlk>*Tpjs;{P?j%D z3qxMKII3iESYBMb-Q*@p&VCc2Q(9U>c*JV?CPsMTCIuEZwmJXT6IMo+xQjnvceOqx z50jP4nu1wO$l?GamD`>pczLwLt8U%pEC1TUsTY@@@OBqX{9E2!=aypT-L;oJp>(E) ztgx_D;iY~~7S4nE_Uv>hDmfsFdKAj5(?xBsOpi|Yl_lcg0FcJP?#~)S5w21T07cv+ zQt|{|dxP@{Nq_)cQY#2R78p}k7Zht>-vyjaWPn$VuYs2rp?VFW^$u?&kR~9bG%5w79DVhy zb}M`P2w>LEH{cisZ>+GRA|FCPC0vofW#AU6TkH#qii$SPF%!&g225%iJiC1>_CovF z+rzF?-jtKfJCPHzZGHFAO^G-9oH8jhH%+pS%x3PQ%?%7Z>HFtjb-8D_w7b=e8H>cv zf1dXCKH*LDd_QmCSeBVAjan%2TdTxfcD*zd@J4w_06)NRjqEe0UtiMJNfJ~athx~y z8#|7B*w|X1!&UjN%mQ1op^&6uJq8_smY6@)`#~-K@H1)YraW`Ae3O99zvr;}TX0$v zu@WIMplEnp)0ePq29B3m)Z#;PbM)J{C$ZmDU?wdzJ$j+iHwi%PDo&$9hBbZTun))? z2R`kiq@>*1STZ0C@x;mpIq~x4%O^QGn18n$fU)I)Yn3*96sMApW?)_%UIiE^4GoQt z@&%5wV2lwk?26V(lurv-j2M-XWuIVfP}np~-%b&C(VVwXGifSjIFa!*@kw|s+ zDSVmI#9nFPDjNX(rm4C45UMHo^wSVxDk>{oWsuy8H?N#{kZVyXQ|Y(z6et?q9dIBj zf_2xd4%j?-b%+G@JxZ+fbWY#OG*m`-3J(46jst_@?39$P&Gke`WYyJ*m|U2JL`l30 zEORnM{&yZzA<@y)#4JOgS@LV4!4-Bs;MRg>jt9#P)eH<+?2K!;w|Z%|=JaUG-M#7V z#}-)RKmAq9r4tS?i0-vLR#=o6cx5brKh!+m1So_=BdeY1C>A8VDfagEEq0RCTmOWx z!w>QDhKXPNh;zrD8D@mcggi=DYj-%tr1kXP;64sc&Ny5<#<`N93^XipKChE})W;|l zwd1K2k+H?GW+H?=(Ppq~xmSx9iH3=9FU~WdkAr9(fdv)BK1~8|M%Qo0FOPS$K9HJ# zVdPTFJ@I2#`ns0`@i_=+AXl^!)QpYy1BO6Eh(~aJ<-c}KCq*Qt=~558gC11rdk>&Ei1@IwLt_Ppy}QcTAY~1$(e4RoEx~k^-$(IkVX^&7FYn(R0Poh zNJh11Pd17&)O6h1^n})NsVM<<2LmIc`lU;}m|kX@Z-Q?GK~+4Kw6wfD9!jh5>e1!Z z`C){0$Pcn7Tz;sTnXxho8o#Q13FOPGt&(p-D0|pG&9GM!Jst@3Y6-jqCKmAd9i};v ztM&9**Y5*>rGz(X(Dk@+p%{*yGDyzUe`>lP5J^i{_la6$=6?%k5_rMFX!`ofpd!@B zIl<-CK~ zlq_IwM@=`c6++pVRhaf?XyK^0;LB(5`E!G1g|Qp=D(gA@O5X1Od&V78Gv~v3Z#rrT z#=Y5Re3})QFcWXxYc`jP%Pc<`<+>8b`D>%5EBG&h9;!Iw6>>l=ZPqwCN7 zlztRu|A4@A+|33La(IH&)YaQT^C@ipF{-Ppo9rqW6kcJd9qqwSz;-<4#;i)0#%iEW zg0kVyWP2!wyl-De6^fhsVaM_rgZV8f zo=InFGbY(ZOKT5i8rIUR#w|m}-Q=3FY}`CNnWnueX9XEy$gX!jVT3aSZ7>O6mtQ|k zPCHvCDJq`^r7utt*u}`GD8XgwaY(%a=U(<5I>_WFit9oG(#SQYr>8&TJVz{aXbn4e z?i?B)H*r=zn_(D#|Gtim4G*5A-{cC&zxbpi_3f=q>fErn;0@zlD{F`PB0!~_0*0&q zk7f$&W;`wp3~hUA{wW?ADhk_>+<^d!3JRCdY=Sjmf`7UgYbou-WP8E z8JA*bEXCuycJbZH$nwdgF}Ee-ClWq=V7qUjDT#6YY85sN0v{Nhdb7QWO&@R+Be))? z!el~eATVN;|C)_3Wex7Zr7Sbb2m&5pIL=kH5pIZNI7|h8qO~>OwD}I61A69g6lA?w zEYG}>*B&0676>2c6%n`tcVIjYn6A&zF;7ez>i5q`GS5~BML0>5F7KKp$s*R7f{biiCB{Ee3`p$Cc#sD-joPaO}bSWkicq~G#U)MroC zBI!Nm2G~K4;ZZ?Dz_Fgu;8v}@%GFh7>ud^N;r5A`jJdl6Y{uPSKf2>;@J#j`Jn;mr z0xUEXxIH4|fDQ(&NQd_VI9dy?cJga>GudI5mey8V2sH$03i20mni(!nYNn%HGBWRK z3bABAgG2$t6O*3`<~3$|pz;B~-hD&lT}naKDtvFDOYaHL{vbd1k&$1EKXc z8F&}ozP|_TMGFXn_QKwx9$gCyjtE*#J27##p)z*GcE>J2gHl(zrGDatoC2& z_aY&>>ntrT3B3h8bpr1K^b+@(AIDJ9FDUBu@43IhknXM!x$)4TEb8q5$t zT8^lTK*!r-n08CLVmj6fK~fWj4M<2pwaB!`5w^wAY=j8cQ|TuqY5(~NG=JSxiEwDQ z^7HFE7HcrN<`=;bBGZ>)LOns)`z(zkmF)&!0D0tpw{b3%RCIkEZdDpp2cOPetG>5xSVD4BYI~l< zzkT=a+S;Nm0-`oLN>NIv<#e={d%3>6P)6`kC*4NETy}i{IY0>OCMHauKYymZu{A$` z6=W!(z9V!aHefm3ld#Cv?Nf{+WK5|nfJm7 znb*VmRxWK4}u*|y0~JyzB~hQAsi6+BG3R1mL;Auwk7J< zR9qopt{(7T(t}phUEw2%W;*}JtU;isamj@31Sj8SwL5gbwxveP(_smT1aR~zgtBz~ zw+T_oARN?-H5;!s#HAph zT84f5YC%#X@;?D8S5s31PpnAC$Y{I%0JxkUxy*m4jr?cZD0sar_|adOm&T&-5wWOf zL@Q#*|20QFRJd^;yL%Bl`q0cwE8wwndULO9wI0H25AF%PU`c0YI$tKm87-uvdWg!C z9XYhbbHI-*ZavvK<$=nF(2;8EdU_53KmjRcB-MiB*?Ro7qoc62v~*ANw<(X3dY8qB zFXK|~xyFLMCy4dj(ZTudsMKdq*MSOY*ic66nJq7&w-1@<03KWOnP1>6P+x)CDse%{ zS91L|=SPI!V3mx=*e7U)>i*7;UhKL{5=eSZvN{rH5cZ7(y2y z!9}1f@1=TiP%&kL-x3-^i`|l{-s}TeFA<3T$Qp^ro4C?14#!IFT*V@UwgZrdY$DKhP`>sNF|jWt!Wd4jov{1*J)3|ZWCKJu)A$Ux7BW0R)JHv;h<_LOiCl)GN5HzP$~|~HAmBn11^KsJGxo|Xe*;_&g3kfe-a!7u<3hcU zg$&^{7s?>wvOk<9Xi2*^`Gp%HCI+N^zt`Yc`CQdSUK1+7+CDuYQH7&B+ zgD{&76W!7CufwoIlHoTKCt5PUzi2|bTN{ZMCDi3dGS@R9;vrE;;BGf*b8`kL4je(IC~p2i2-_!+ z^ojC{+3mxGeee1Zs$tj8RJKxY~~)#a9upvOYT%u4l6iJY1!+|Baxob_F?Z&yMk>Dnya3N~MXgyvY?1tQGi_ZGD&Q zyeH$kujElC!qg!q!lbGh+p11RE`sr%Nk;LfPkYv8a0xNIJH1mcWK4HdF51D{-_NJ^ zi0{Bp|76LC_l=Wmb|2jXVq&!P^*{dpEtH&+!X3o}ZhBFaDcN>mb@kTAj~@+Uobl6Do6T}hkN(-$7 zO!+kY@4r2d^dp*^PkGC6+`W7EaYY4NjroG@c_wml@=vnNX%mI7Ux#2&!ng0=p9g#v zp(15sW(M`JQ#nXKNA>Jk#*&f}$V9;?s=s~vCeX3lG?@r{_wV1o+i;vCjsdj; zxf|!0_C^$zlu)EioHjPziDp@n?(XiI&d#&CR|>kQs|RU|dT8=Zs7c^Vsv92W78DXX zec{53Un~PYl?3gp?OwOC0Wi=byAfZF${d>(AmMY3!)g zG1h%C8ijA(;NBqr-$_oUIG;T1S-x*~xWdB}K#gx*U5A8(es?r1q?|s)%^gN}_Sv0y zI+ezi3{n*;ZZ$?ht}r?kWBd>O_x0{%B`%Vod?9~NPbRj8`bWRFwm6K8jG#Y~3}|Go zZf?C@+8L_s?CL5cJuyD6(79&NIH*P*#`^->;&xoz`za4nl9RFT=jX+~cXf?^W~ACF zcJkz{sVPU2pyshN|0qU~cPUev!-FFV}#YFZF44C|r2r3ovg&+m)j!$F1`kz04tlZrh`uqE}3=Fof4ttgNUoE@v z$@BF7_P)N`$;nK7{1{6zF){I~cV_bU@8}-QMgvviI#+gtWM^mJOHHjsFBZ$qU@j_g zH{VJQRaMnbpWNFW{-~A~A8l@IYl~=i_<%2|9yng%^& z3{lt>0rqh&EiHZOW>BX4^8NeGo&D=QN4<9j2>_C|yz>+&fwG14Wx%4`>? z8y16e;-UUw@PMHTCHkFfj7x z&wjh2^XGp?THkxy;EVU&H!uJ+qr6}J=+UE(OG=m!UERjGe@3?pFkl5e|MI_o4Myyy n`rqOTqEn$d9sd9GKLKO~n*M!VA&cWA_)A+|U+txeRmlGXD6(7s diff --git a/master/_images/sphx_glr_05-layer-norm_001.png b/master/_images/sphx_glr_05-layer-norm_001.png index aa114592f681d38e10bb291394c61123f767ea68..96ddbc96b04cc1990c5e276c264aebec63a0485d 100644 GIT binary patch literal 33800 zcmeFZby$?q+wc3#&@G5`3DW7%Ju0E3l$4}^lz@aZ41$1kBPB?Rq#z(Yf=GkXAl*oJ z!(RN}_uYG6=dbhE`Rj1$#l^%k>sjkwcYN>9n)grD6p8R@@F55ydh%FK6N2C<2!hSx zVuMG7|4c4|U*fLvdahcIR<7=5&X$m>nX8k%qpQ7*Inx_UXBQhs2SGj|J_HYwwX3U> ziv&OatN;B1K1b)5{M>=_df*~>PLK6nAc(~5=0EJSY=I2~1-dh8mJ$%4xiw_0ah}%8O6z_ZCj<0~>#oj~uV) zj+351)Vas+pD!qDbp=%CAy_b6{xywNonPAgu$7?k29^UHzg_*{Md)XV!*GC zUIB=Vl$5lV8XI}@0?}6Jv7DUTq7@bN9y~osh`|J&jZHIy?%ljykPro)m2(LG|KI%o z#e^AnQ=(J!c_`9ld}*4Rnw}PFAMp``^_aqx*N90>d>0yu`+0avpYj)^M_izusi3W$ z&=~#zEKtqd&-b@OBO<=J-`{u(E2s1E^@VlNc32Bd)Cz&8T?G+>f~0ruSV~9NvtXm0 zIc$!EX(Io#wramJ>K$uewu;^?JMD}A$Flq0SjC2%201w;Wvji&-+B%{`J6w z#%9|87)eE7OUuJ_aTn~`+S((&Fl7W4Aub6?h+09Vy9OQEjXA|ef?J{!cgCcN#0H=8 zd(E}DJhsMj*oak)zOqptKA)`Au0k=p=|EP+)EJqxk zIW}Jge|^zzetmU0a_-~fQ#^V{K49EFI67KA<-GHLId%*#@{P#OavFLP+&CU->;gUk zL8Sv*JRVnKmzVcUlkd*qVOzF*`0rwU!PP^rVx#(MmD@Xi9h)NywF>6@Wv{=D(3Bcf z;X~ziqkOLahVYDyjd2MHe-5h4Ms94_uiGUL(fM8Mwu9+ZG&N-kCZ-R|&SsXpU`uDT zgE}`^Sz*5CU3q2vF{$`YzaZucVR_hwF#ES3koJ&JP+8L%m(1143+*yv`m3v}5fsj2 z7bi_kGGGY13(>N02o8tG#K#8)1!4YdZ-24B-1}HnwJly<=Dk^Kuvu3E=SZeWtut#& zYwK6%B_%ouSKQ0D-7doxLN!f5f`?dlLbu-Tu5IZ{T7Q1_kE~6rzmB) zuCmP=k=ae7`~8Po_1oFX$$YxLJ?-r{;08H3IFNdJ9}cg;95BnuGRj^a+-~5fuxJUw zTOBT6cii`hb}HJ@0+z?S_{$q{PinaF`7ZI$wwSx_Lb>vf!e%m=Gk|YD8I|a zKz=^r)e%*O^Go-7ipbE8LSe`0izI(GPENc?TG8rYS;%@YpNNM-IYlP;aD6mHA?NEf zF_=zUTia9ojeI?f#||q!)P-}(DhYoBv0;ybA;TJYI3-3n1q=%dW$ZZPOcv{XpGwJ) zWn*{ZPFsEU7qT)iB{@B>5|yyR+ca&;R=TL5&JrFIVnQk?U7DNGW4npqn?2sDD;fTb zuP%dOIrM#7#ydGFbn?BD&gbWmr90Xt4vy8Ppry=XbP#2kYv+p$^~ z_M`2YXqT0~PoF>IV&D)56%?>zlQ2X~)w{n~>PqyuI$gPM{hP_|TK0<`A!>22FCDhk zMC-B6i?+wEbH`y*fy`e7)VT$G_%NW+e0kQn)bb8#_UW=qMQ-s6SZ&UsLM@!$G*Lw- zCxMX?L!7`LC|2d9*_L+%)_=0GwwkZ~Cf!DjJ_wk-Z46(p&<@MyIN}Sc?CR+W>a=*M zpnx5rkkc6cD4CNF`|66;W8?np*nMOX)<=KihsGB7ZqeXBAIZRMYeVW$IbBH!c#EJr z|Goc=SX^0I=!j(reg8gyeI?@y`RFB}bU-yQ|Kdl#*10#lb} z?QM*W)eV+KK4eY{cpus^d>@Ka?(D}o+Q#|lN8@p7SvyrsE#NERwB3lzkU)&@A3mQT z?7>?GFTDd^+Red-JyMFr-~pX1kkmTs`NWa*35Hx_f;&Q?Urk>nLHp`SKYxD=RZ|1wS^@8LzW*pqZan z6+V+Kk9O&QqB^}%^8u~o`_NYxvz2s~7Nx%Q%nPC6ptis2v zz39RGPV3qF?b5N8GQxN7kV;|2<_K?*azEd3)=l#ldHLVm9kX7)!29mi*poO`czfsf zBlM3z1ZsJ^IpBB(=gYIk+BKKZP_96wyq1me%0D5>f;t?2#qnAddbuQq2C0|{e{#A- zR~HPFQWIACldY^2b2*TpLGyA}0h;C5WRpQ?j(Cp~F?z|5Se z<(c6y1;yiicY>X)^V?9oxtEfH_TGlYvnA5E(Ng10x>5fA6ex5V90UafAY|tc^V@b0 zvGUatQDQz~PP3@uti3MoiYR9!a*6Rasd%a2%RarbYY^0^B;W7=Kj7Hd-`>8G^sx;1 z0*1uh%?yW7Vbr4Q-hMzVOWtykGUeKF2iTgA)t@hYfy>UNit}n}i znrBUC=RyLuo8t4f6(ZxT))gXilZM(?mY3zU3sH&;FcJG0(iTrovWoLVjH8X$lc`Uc zzxbG$nT_;XARgpt>N|!61pRLyfqaY8yn!ZK9cCUErUUDCE~^8%Taeis-ygWm?y0(SLBH<=w#)$0ihN5^u z@oZ20JBVm4qU4yJ9aB4J+_ReW>RgM zjM3Yyni|ZRAWWOHsIa&RSwodU%@UfOc1DE8f&Udt{1f(j9ZU)AA7d&=|7;3+P{l~I z{dFjN#XX(uqvzr2IW^S(T;{1 zw|aL{oH}5#)@7;5_yKIEl>~7zKPg_jy;UDjkeNi*1|@-TJKLUg*|e zcCEgRNzUHE>d&#P&N^I)|B}+o=->UZ201?_h}9v)^b&g8CN&Q92G#bSy_x%mhw@dn z!{t7w&aN9{e<2naP^2A(73Bn_;-dtaI1&efTv^-c;41MN6=c|%^5phU3 z|DuCo?1g7Nb_*9jE>%6g(AoIfYSp!(q9a=#fwY(qvWXh8wm{+9!QW2~uKvl{9WiwL zq!39H8Xn#nEqfKZ`M1VU@yxjUCjEVx=}U3F~6IYk4P+tat&-tr1(fW^)?81ICzU+4U|6I}W>RnPketw7= z6Q}Y^#k&~J8^d3oxHwsVzVK~2SL-_3ZKu1dvKSRi!Wb11LD+CI9}aR{`9`lp0r#y* z1PiLnYG?LGM}L1i7*KFBxVr}r9(=#PI)9~Yd)%ghUP5cgCHC86pB=;|iv1f&?98MU zDp$wl;)sEg5?SLP&SdrP@umnWvKat7aj1F4efz$m++%cDsMF-r#58WJ+ z*sdr8V`fFCM$#|Z_r>r}&cyIP&`o6eE1hT+=8~9dCtTX156%V>k$&eT^B>)pRk9pS z@ci%I9hkhF_C{__ka^h+Ic*473Up+}#Ih_M1>qr_So!-)+nAZN*G<8UB_^^CHbID8 zr@z&x=4RjSq2}i2eHq+2&fRuX68dhf=CJ{6ve$&)9Qi+$8B3>(_ERs93sRwuXOaz6 zkZe(Y`>LgPL9+K5*uq`TFwC&l5Y_|f^J1aE2}#1kf2=N>dAX3?NWyk4F@2nAS|-Ui z8>Sn;c?Ec1wN(BOD1wnh>NtJ!YVr1LNevbJeJC9%F!Ee!?_3JJm>u1sqzI^5 zw9z;}3)Usdc~I*zknVHUz*BqlixyGqwmH!!of!6m$?mr7e#GR}DvJ#RA4j=kZD{Cc z9*{zbwY3e*@XMMc`L0hHVm}lM!(oW&7I$$dqZZ>=Up|oZ(Ocg0zV^lQ)A=%H^>C%j zO5pM43^0vN5}6p8NWuU)xu{kwHPJ;|t3J#m-uNF3ts%++&bhTqUdKs$x!}%5rziST zd(nX;@HA0n)tQssyzcL{4^Oz~Hi>+$#DQ~jK5slmyNX)h1p_FP;saz`M^!m zMIqn0Ha11jQd|_N(0R0hr(L!+wtuce?&xSbaL*JC;dMJU++D|}r2JcNAt$#5G$OiR zqbA+RfP7WUl5s8_x*D6IZi3Ybozj`l)E=7#g}s=l^R4)a@_)nhFSIL5JiIYx{P}y& z!r&3qEZrUVG08~BalmLWE2%m3`7b_t=PvUzp_?r0V&kl4$1BUG2pjyH>C_(t2%Sbz z-JR?I6J3G;*NA8D{=!ZXuCjM|I0_c5kL&(@QXm#cdmWU!YpjZZ9Ql#nH{8c+Nd{l5 zU*(;S{!wf@+Ts-sC{V{(A2m7kP{RM+DCso!w&zgvO>vN{BJGg5vWyHmffL<$tb|J^ zjQ>GQqY1hd>yjeniTLP$i46plYWLTx6yhhGNt10PvK^KyeHHk@ofb2DlZ1h= z)dBfZlO_=-wWx!ANoTp1jqk4!e=1put;`+4rPXDhpsMvOEDjbs?^J$cARSkD^G3w) zd{dN=8i5JM4L)0|IJyK>_gsni1Qa~T9EHf)wYB%aDZc>uf#t^+n-f*mqowo>4Gp*M z+<7h79tFS@PG`8tW0%wophB*{HI%=yAV)o^zgmaiIr7|lyTeXze?CMuhq+QG_+|1|wY z<|f7Uso(Xb`%O`;mLcJBG8eMze|_x#l+QcrPmbaO5CDEG_ok83(M1?HdVN}*Cx?JT zOeBK#*0w>{n>^yA*Jk6eFY)yTzgyg$do{ zmL`6utP-xPsQ0(oTLuSjgY=Y_M%Xq8tj3FxVttSE&6+>JRPZG&+}qD^E9&Et0v)Du z{nG`pSOXuVmcZ}?7uqpq{J3GuiMl9a`sedjGeqo_x6ax-_TA)UM4@f%Dn~kvmPOW@&dwY8w z>%Dtu^RKg@5QZRse}9#aQq;HE)#M^+gm?ZGl})VTP6gi1uvKonJo@XglHuMpsSB>M z@wbKqipk83rZn*(ZN56=#>dBxiHSiuHl1RBO6KA4zBqY(W2M}>r9sirBsWUI>xEwr z)>YP8u`c#W%I%VQ&PPgUXIEZslTFq6U7|eqQH=hW6_ra(cOT`l6?wT8-p#cmAjG^n zmeptUJbz;&lPO7QJu^Mc%2IJZ@`3IA#^Hph&E8@s2Opn;oLtbMjJ!tH==%Ln7S-pp z9esVj1pB1|!4#Y9>bbgpJ3LDjw#)is?X=uOy|}oD9vwZ-?|w46^3A5e@AB+qy{x&o zhM&lRzhMVX!J~&t5q#NVfiN2@H~YTbbY8wSAJJ%4Ney-!P?e}g%1oj`K{Oky$PfVJ zLYb3Uj5Nk@$@44kTKiG8)F-|hLuVQc$J5;1t%*U+AdW2cf6-00QmgyA2&vZ_Pa)91&c>q!@R<+6OUfMzVCOo#(tCUuNokz|H=EF9sJ;LzIZz}rU#*e ziD-+>_;`7VaER%UK*)hXs%au^(~aI5l~%oWO(SQA>$`IyjONn~o*qkyx&roN0xB62 zRdG>0M4W1?B{kEUG@=eZ!|fpPzC%JnV!7OtGIAal7e@{$nVV;4bA(km%{`PadB)w@ z**W6Nrk4JhDpDaYD{D5t8`K$}pr;4~!eJXZ`TRjZ_Q^Rneip~VFHR+;utsIq^Q}hR zD6l2&SRUH0$WVAIDQPBrpgJ`Q4&mR4L*yjByI1qwBjQ?MWjM)hwv8@-R8W#{CStc=l1zTp7MUKgkr z68*1E6~#fBig?*aXSw?O6HtSctgP}i8@=2thdyh7Kf&ip-f1*8S)TM``H!ko!lCvT z2P9&FK)ppC{u{pUG>fE@^`nEz-PWIx-?{V2z2Qc~W7n(X<$FafagloWldoWG)W6fsF`swjF1vEwc(6JOTL>uC>+&l;_bD`(u% zV|q5krJC|daiQr$Pl1Qr^+ zxM1QpED(b2Bxd22Ay?hhQs*_4+b ze*hn3@A|E@mop7zSY`VTZ0;=Jdc|Cp38y_*=)c*G64$$LD>yqNTqWo)_|{b@XlTN~ zr$I;{4W{hq?s;^+7)3Zte&;@87}z}DRjgHc3_X05M?I{sQwX2*Z$7YW$TcLK3jQvp zFIlV32=uiS_1EKwEL$D#^?uTgG0%mpF;R=+CyaK5d{Yw!&{U>9+A z28!@z?k#Xvpv%|`_bMB%+Z%x%N1mG~-M6Mh6@s5C!Sz4OD`TEK`uW9SU{TIOD znoX&ti)j=B5mYS`JBdGe-F=4WuM1UMNJmGTEu?mtTEk@R?K3-3?= z>fQ;2o)9f;boc4$>8CfF6JoBbw^~|Sp6cm^9vmDX&U15fnRs{zp<5Ib!3hZo+zkAl z8wNm1h){Tu66w&t*jaI*8;A``!oH~s!-pkSCq*2#!cHq0=%GSHjMXR~wT|yrI@rB( zi!{%fA*+`!7iRpgn%2-QBS&J4#RsmYnk#Rud}Z zkOCX5^gNx4%%}Vzl|?+2Qx&Y41;etOY=>1xkFW-JiFqz%)NAef}Pl#PeU< z86NrgNEy^P5J9UGRowrEi$Wd*Vw<%`(d$)M;7xlh5E0T#kb5;w_bINNjg;XK)58zE zRx-|`?OR(Pox%Mst5otYk7p3-Ov!LoW-i78I!x!i#V3SR0?gp^r4 zzV*kWIitzJO|dKitjZQ`F>8Yv-m|wzW2J$7(Oow4f8>kr+WzPbdnR^8h2>}8CZBsw zZ`jXP_M<`=vERPsx^n9{w6KKTW{1D{1yO_tp&9*V5#EdGd;9yZ7duF`i=Gh~Kj-_b z3H;C;s2^{X-xbRl3ZugdU+(k@yboNX?+DOytq4UE`SU|vJpZ{lWSU6n{gXiZ)=^52 zGn*7UQpoR0-xf1GeA9p@`|teR91QBP^bc0j+N_SkFaxGeRgsR1J!}*UOS_5WR@Dv#c}h1Nlb@6=t7*Fp6cVU&=6vO z7K=o_drFQ4k}^=)=|C(<@@S7ZOp}EVT_Gk=YyRL6^OKvCSuJbsH zr{X7p4vMBsI|Is^@lrNqH!{?CtK|T1Phi9ovdv0y4vRQ78O(&Vd59t zEgx>-*JRuXF=mG8PtBiiFI9NDWU0~H46xMEfBG~)zA*<=`M?yfkSR@YaV6QT7qbsq zhBxh^$B%Kt!ooI;=#s%S{77x4HHC5!e5JD(NNk&-67C#<#>Rjmo=cBG9tzV5p<3gC z3q#VXu*D{3W)!7K!tg_x6J%2O`Xu$qzB;v$+9Hn-4N)upIGy?r3%4C6r+Lh*VI{%x zal(ePFU3tx8&psAJkI+Y?WvviaxpvmGP)_*-b4CstX%jW|2Wr3tOahmD)f@@^P};4 zS5S^c!eWYn;L;7W#U~|iUfDeJJ~o=Y@WgYfk+k`}*y%i8TNwdanecwWwXGUDl0Jy( z;isnJFtLz$gDGNP?!FcpN=J#oq|a-}mc02_nP_TbT(hXcCjNj(%1sGASE8hj12n<) zsd|@b*)JXs9t@Zq7G$D29y5vSC&hA~Y6AJ(@;*cc*=!lrKPv@dZt~&3P9a(p;p|wQ zPJVD_UsKh}M-ifqew;5l@i3!JJz<|hjszE0zxP8 zYHGa{=)mk{W$=_c(}SVMzLG)F^zoi>$B}5+F3aOBgqK$LCq?Zi4GpMgB^E+X>mx{@ z@0={4*)uzkpwCW5h{8lJUt^#scuUhiE)|ub*ihOp!vV$a#brRFcYtGa zBJA!;|ICS}^75746wPOiN6X~*zS!GVxr%>4V0j#9)NT)|2mA=kdj^WqDKIg6d#Fg- zC9j7q!^edhj}-R4Xrr&MaCnTkRDX;b{;K%?-PL>zq`^5dx)RKW_{2$x4~>0wro9EN zI!t4GRBmEUM-vr70rZ$qaQSd&0 zr9X3Qz&;RHdtLVitEDBEGo^z;N;<%-HTTKbUqgj&HI5{7Vy4@1r2nZ$&D!v5H^z2< zbyu#rB1#nWJ`7#?UVIh8D#%Nm;upT7S0PtA<6FZsDsQ1~z`HXWh-kJnWpY}L2|~YU z-!MWjGyi=7xw@?MW7NOtJS;VG+fIbI+mfd^=+viK#u$@9(>b zEaC4r9+Y6$xq>5)6iB{rkvT7Qm@|9Z4#=Hh!9h8NxCP#wApq6Y#$EZB7|u+bHP8?NXM(87 z9Oqfb+8$?7c6v2Uc#rjo%l(xr7DZv}7+2NDPhxGNfIfhSk(FjxtH~$nR`>e4x%>1C zew*!a?_90RP2)i^3NrEMjjpl7kyGsc$1E46P=>?cty1cLOrIRi!hGBUt^T^Y)RjON z4Wo_Rr>0%Bi`dq&XbCIk+bK;Tm*tKZV54oxI@|Y4vv2pity>tdFf+UV0Pj*t^0)hq zJX@P0t}?JaQ##Y?P3Mf?2oCDFRCv*rkoXw^dedi1FIzCrlir1PB!Q_JGx6_SDml8Y zPyfNBYIAv(IGr2=1qCa~BAFFM>_0qD^6|XO?2JQ*a_BOLJu6FEcb{@wzr5z7B)@n2 zQH}N8D!=1N7H-rn@w$)FmP#KY2xnI^H;rh(`k6wmT7RoM7kiD32eb{1xe^JnQ^YiE zHElS*JUlGOjuirlkQ5x-JV|JDYQ@7lLMZJdm_*#~4P(iz^pJa8$q}0Xo z7PGS@c+zSdVKWgHg>5@r;cgR3r`~BA!>WvmXWukT>T=r2DuyR~bl8r&6)O!sBqh$O zB#C$YLfKVVH4WaI3TtZv@)Q{4lKV2DfF-_w^{uB>UkF{-2IQ-yy~jplJB)7LrBk$6 zp-PL5%(nB~60c2{(0Q9B_(VB=*aLKGLnE=6nJr4TYz9#a?UoblV25>6=wt8o%UarU zFgx>e$YNzVvxtsg-KhliOK3+^2iV$?O=$QH;p~Clhw)P*R|v z8W9I{ET?Z?7*T&a;)BNfvgMuiHMx;;x+_bpu(fdhT{ZP88-=D}J-7;*@vi>*p)zMQ^E02E$9_Q9yE==}p0)6N7v%s}4w)Ut-4E0Ry@nra5t4_R6pjiz(Z#NQdD2zS?Q? z=|Aps6@nLE9}jNT%)s}T6Gsj_J)dYfJXsBY5A*T0bYpaM#B&s_{F#%SJai`Pz@v)x zK87Dp698%VV3Yf9oR&Q3`5wV|a9;j^1HuESLoka#p>y1} zHpHnPxfsHTy3MY%9UTdJ;+PWd*lz>#`ak~R_*5okS*eFQTn}hxOtvux`)>SYK(aCX zi}u{a^rBb#+J%w69>yx0(%E%e+t(b?KfQG;3^vB9YS{VeI3GQ-_l%3a>!n(-tHz1r zD(Ao4-Hk<$*4GeD;^W3#o0*s(4IgCAf~0|i&zMJbCY(}PYiGI<9l{8ATUQbf?QnCV zp%VS-Q~SK)n(5e0E7daM9^A32jQIX)AorqQU;ADlADb$dQ5tPbY#nIvA5XEH@e4dn^>`)y z@})wskbg7-Z?~eCH-=*a>|h;7P5~~F@v8fg_Mh~n3!{`V%niUPB<`%Nu(M!NUxhjt zCvqX9832HU;PU87*pr_56^Xd-qN%y&3wEUM8R#!{ub-YNtyYX)f9bp@?5|S<=Wk$g zApoXh$sn$Yow0gY;rN7_pLc!f*vPN&*}h9?$24%n==nD1@#2(pz0lPWsp|$zwCq(3 zr*7a7wPp3` z;N-p^1BD7N#hpZlq>+&BZ46WteV$}kr}nPuxSXrYN!bdvQtAhTn&mx5xtbg; z_BBTLlk$i@-??{&=cmGU7D1cM*Ik=^838pj*q}lh`$2c7ckuRSlV(?@4v;}%4jj*z zG_72oyjWWptKk=L${O<8t9;*4J%&?Gm;Q<5fkN;B3nDF#t=vvmr192NRJ3f8%s-zb4)WnW&yl%oYD|u!MbE`|M=c)Y| z3%keG`{`cD&om|`^i`jUTVtpIs`gr5C@5c_3O zu@Zax2LDJ36!Z!FY-DJ4#3-t!u>BfOEcd^R3MNUW;fYkh_Gma^ep*1RSUnw; z&0I*`)02=ol&2hkMUZ=RI8d3W#A*Uk{KO}fw4zB*_3En^qQ0=T&#kUF8k#~pIEwxl zhui$ZWB@nI^yl;a5c=82**Vw5OP$~%j2##RL`Tc;@c3pe(=63+HR8TM{WI0*?I(On8Wy?CO#9chn%6AM z-g`$${5mr}EOY8biHXv|MDepf{HpIL7A3-%*y1D5O$)?$LF40yTdbUTV>Rl_x);YL z)N*lY1okt0fAfG9ds3!}B>JVl`fEHM65o+gj$KYicS`%S)M$VwdlX}Rq%(xU?p`R@ zuenw-KntTpXA%;5;qVh#E9Ed|mRJIUC4{VrEfxt~jH$;gYKWXchA>^)`*0=nee9h$ zgKsfT;|<~%4fRfo`!yxy*uUj@4eliq(RR5KNZlvZN&h!&c~$4Kf+`oFzN1o|r};#$ zUZ`ANzEdh33oFmim;v<7RHhr<%Ys@Py_Hvlq@3lFPB0d?^_rW4T1HA($wvxXA4n~x zQb9&TAg#0vr%1n!{tW0;#H}E@a0M3sH0AonpFbaGaq}dkwlqlL`5D%9g>J=}enuBur_pt>w9g2f7bLAA?=a;}wp+qzT~ zZ2N>VJ1ESSw{I(4NR1=26M}!XJj4rn_YUFZImnih;JM*Bt1*q*PS6jEsy2n|~=eIXNx;woY~zfOvyL zh>h{^;X?th18V>d|NVY&r`w)y^Sb@e9~8}sB}rF7Fc{+ch1}1>8UQtZ(aEc=@w*(j z3IrNKSp&Q$gIl$GeYCqF)~LSAg_0b4|GvWhWilTsGjoWzX*XC%cE-M!`A@I&84Vf` z9t!{|kk9F!5I6Cd!{X5^hd>7apocBxX01*$zQ<-jk%yql@dyTKuNz%)eYC6{G!bq( zSLoJO3`U=w0BPd9hZ|#eX_;8Y#I6|u$om^;eQG`p_N-Nbl5aYakBMk=8O;q+UFS~E z9cM3(^R~^mr_l@1${!XxEV%d!wlF?qWJKnxrp>20HvRD4ZVdVUUCakymmM7)NT9)4 z^?V38-)?4v${lB9hDr=6-@kuvJyj=6!D|roQQCVRbjxswh_E1)R3W^whCTegkJ1EF zsy*wo*1ovpSX5F}C#NshCZ#+pRD6_xe4?&l5#+2E74g)#3V-ao2HecbYRzx>3k(CN z3v*G}cC6@IU+_`c@ZaoNtob}Up5d=txlJ1D^0Y8_m`#id(6+W$%YBKQ zw)tvUTTO;%>JC{5I{Y5pq^vsYaufP$7- zD=Q>K{+~7mACW(6bh6YNVJs{xzyz01_ca`Fr(oPPYNbcMuz%n4TY{`^Px+aN0rY>0$w-EDEM)2Wvau=IW#u zenkd$T2wdyj9kQfleV)5)9*r~^cd`Ed8Org;ILNmH9KE=P1T{-%P_i=KrRml7-NyN zr6mjyhY1L`e;s7+fZV;H(Y@G|j(`BLd#A9l(0bw<=Qjgh@b5M2hCaZ^hd4|bllZ#S|(D1V`7!`#*g1bfy+*0T zKaH-N3DI=hM`dL}AB3Ki%I=^d1on?>98&;x;asRaFj{Y=I@`$(AQpHMKaN6ll5lLV zl|B`CD9`TqdRaG3NAaC|=uSnL$-kSHYZM$C6rsVUb1m;~sAhmy-SpWZ^jWxFZc4A! z&$c!I&%$p=xVZTE8ys2cbTM93nkXVCf;m-|adlX^>GbldzF1ekv2H31NOW(^MU-F7 z)VfsU?>2a%<5-<(WANVsDOn*ZVLwRW#pwJ*WKMeXW+zy9$6q%957tw17-ez=S28Cc`NOsfw z)XIO%G+F+jI+!Q`P;KL^K>m35(+DT>JM&Ee=zVmzqa&ut?`0nZ=#lUsQG1T-teZn9 z%s~0acN}N#?&CG)@x=j22DbH}!dY6)D*`z=$k@1I&Gm@)c+;E_IRZ(PPz&C>I6cRp zmw0?l94re4K|eiR@h%7|F@V*(E8n`^DBOr7M@vX#vB!~qilWmfpT76WPdw@e zK08c1&DWj%a*E2Lx%sMj*QOZ~&c=HO2`eu~@3sGw4Zm$rO*mGorSN9Tx2EUxryGb? zpR-q82g;;4a6jv+=f`$-!GTb)-@i3QhD*Yba1Q=B#fGIsW&`>-hS#v`%RRvC;#F0O zP}ehKBiXgIF@Zck>U|KiLrG^pg8)Zi>;`O?=x)>TtYoGN=e-x>CFZ=sz|!0=8kljn#4z|a&@oLd~y(Jmh&sWA_LA2 zEww4ZRe3qWikaf#Ssv`PV6A;jh=tLKF$o9#tx+&48K&f$1ecUQ9Dz?dM5v&Qj?Q>AqkqTY)#Z|5d}gLm_zi(rWzhFT zMh1b({rp+zR&WT0`xMqa_HL;_;Alfgl>Lt^yDhHyj4UK7K_g)1?m59T88B&|IMD7h zPu#p!BD8Ztf_4~#fZ87&5+byns)G1%Ptwq!1hnkOx#Qwc%~x@LZwm`6WOfhM2J$%X zJ~;cXTg0Z7@wM4>$&?Z8TyDwu_L~s(6Sp&=owIc$07rKPi@E{wum7PJkqYKs%-?u~ ze)_w{+u1s|JuxO&#Vf-#ele#k9wXh@F`O7-l-k0m3G2n_DX8*({2=rP=j5IX(TGQ% zo<8~9-IL&nBk7*hM)a&C?&|INv9ilxC{qy$S9)+@+~8~ z9~(3C%lyG7{>@oTO#JGpKEOe}Vm5A~17y?c^wcz~n<}tp(>8o+;iWm)!G`_>J2(N@ zaVMdemyS$x!leAk?b)>gOYQqQQrJiw-KS3_c3qCQ$gUnf{64}AczlLL{GG!@Ua9A2 z1kM@fT|j`HeY2eutBDf2K09;%M+saL=!9bxIy>Q;;XHfJQ{`_}S$suG&)d3ITP_05 zWhLTZWMR~U-2}tP^~Y=`0uO0;-iIVO!m&=Syw?Z~OHy5fiSW!!a6#zgk_CfEOv1i6 zh=1{pOKoXy8UGnh8EaKi(U|@iD_>J%lTD~xhtiUq>V))F$Y>tSC zmxuU)iD=)ag6Mx&zXED1VZioOz3YQl;Nsa~XlNBBbNw7B)^W3xH29xSlW!izZ=qhI z`~Cej*~PzM3?Cn{Ljo{H9iFsN?xm%ryP~3_Ugu+9Uz}X*_kVR=(=?=PGXo9sh9jD% z;NaC|_TYFu_(ZuyC3^;FyLN@)!u7RZ{K0|iH``(SOrJfxE%2C1y4atQw%67QEVpi% zZfkDQ8M;%BoyFUC`4kneY&YQyNJ z400A0*~a*gmPTM=VgiB9to#~ep*L+;0ECOZ+4xWrzEJ))Fd&P`I~go+==0cKJ3vX5eiuaO68a)xD(oyo_?$G-+}jgZ46)xYrDldmSe;ejqU z04l2a`d)Sa&pDmog(2hRkJuEVSonPyn^!n;N7X<{1)DGI(Z}XjJyyb~KY#uJK%Xj! z&nPS_i%H04;3v%$lx5kSq;}_uF0PI6o($n)0i<-lyqYnlVgP^@;0NbLC3LdiFZ-x$ z^aa2{aPjdUg7b9uea~ET3kv>z!7X*{$00irGDi6eqBWu7Eu!?l_BUM{(pZeI%C~nw zOb4v)^NZ7!%&{h4$*u1T#0Ohbw17QP0A2c5M(KZ-pXziJ`eSr&W0Dg*br-tjMOp4k z7;{CEMF2^Z!7l#&t%(4OPK^H4H}l3k`HmGx|D*4}_+<(J4Ke3MTx>!r)KYhH4(PgD z|IUH|!pJn*T)gb?9dUi8Mv$s|pB`fV9ZE`FCWyu*EGu+(h$@%%;B95B2yVJp$hqC@5aB%nU#vEV;H*-ipeCTT32!@XMdRje9ZCUf3Bu~+sVsI;s)*lc+z}f z!N-SIR&2nALjZo0qg!VD*|3K1&DNw%(fs#d0>gmKoF%W`m(cYY%6)iX2M0PsGKm@6 zV!OeRR%GR0XrF#C%S7A;H$64Z12r8CC_h$F`58ze6ADP6Plh!P0%^TBkNk?H)u?eW zYPdREujY!{=k9`!$l&UQp=RG86TP8+T(saxm#=gnsyqrg*bgfy!)zaJL}k;ZQKkVy z+vo@9sBX?3L{JNY(h?_K!VMp!?s{L%v9=oa)gT0^>-KbGY8;OY(XHKYEZG6OD<}f{TaGQj z%8FHGH;T<<_8TyN;3G!bb8>QCA8qIx-f6F;|HwS2o(KCE36pvR+g@D1)HT{?bxqu*`Wl3uZN_b5+05gdKEFP5g{X3ObzRH8A zF%b&AU0oHH8tGcE8Olp#P5ZFmsThAQVP&__+!rGs+quac_B%?BcRlq zrQpB5q)DD7hV#8#{uwi;7>V{840Gx(hNkwL6o)u4!=*p0e4!$pqBmMqK8jIvUmw_T z1^1rcviBnv6Vp)GuRfvJDdZZg^EjED-d|$HsGr6nR!#UzG!6gP?6r_@(FP}9f!j!; z67C@X+0M3DrMT~CP7k9(KO%ctQ6`U&cHbMF!5!%^9l>17-)Ch+s?H$WuW^bSO-e$JJ43i*M@VG{qjALZVYnKYQD5h+3Q2-zaTwa-RbC~Mws&?1^fc!67mUE}(&zHO zuwbO_X!(Hzfwof*!@3n3D>agAxY+ByIcf{xp(NjI+z@v#2%xF0qbB~5KYz*@k{3K2 zTO|5+sbjhwf(UTw-nOix)Z)o1nzh^~$Lf%Q7yILiHSf-6*sj%6{-)b;^!XaxuPjm$ zo$$ae#-Mq9cs^y{a{k}jedI5O*@K6L`aROdbl!N=h%Z~pC|xSk&@U%DIFEbN)Cq50 z3p%YDqPgJ$!|^oIiE4aqSE!I0%qGLN)`H!HUO}pzLhPV#ID7q1WLpNqb4R|;@;J@= zSDX$(G))+C#~4Bkcl?V%NO0)0f(b}VH>zYdceDFe>+x7JxO;oPME!i=EL}lzYtk5= zpsTmkn6Jc&A@nZ-!taAI_*tg8ac6rT4G65#V#v8B-%--kRi;ug!n3$00Kt#$1mF4s zcFT*sAP&^JUyve_MG6WE<^cB|_3;70;pTk4&TG1~HXh~1JLyG^)PmS?0~H>u{%L*I_S)XNz5Bw8Mm;4>y(oF7;IP_=+TLg( z|1eIY_d!WOQamauJfNHpBB#!1_|92wgB#=ht9l9eHRlH+w3vWEeG7Cfpxgk|yQhwC z=j!tO=14YB^cFJxuO3)ii?38weo|VOJKMI<-zw?DrM_hr8h7QnCG_x_1}d9ywnx*n zUyRAOesX&b=Vue{&nBj-Y%udRp@B$yDbfQVBnnt`+`6IeSow=I3xDS+Q~K=pijI)} z=*!leL9Wz5Sd32qg5K_n`?J z)))dxzF81CAQT||n3L+GMsKY60h4RE>lLBDZq6TA{sb}{54j?YOf-hHD+W5|t}d}u#&rr`PKmb$`4DT2M2BlQ@ZcufhaGR+1ZXB@W1(nj?&o#a3tjCd+VXkq(DUh z{{SNX)%p+f`T_tZ0S&+b$H16dSO^55Dl;o(Ed`qJOu(5^tGyg{yuWgSJ*z)=AbatewY!tsNI8&|$c$_)Vv zxWUg2Qa%CyqG5PxC>nJbS0vBfD+DMUQLboW)}YkC|>Cs@il+(f|Q>A#^XUqKo!$~qo-B_YyTyI8rYF` zzAvmoo){sMtB{wXP$cZ}3|{dnuDzey2m=T|&M(wxA@|J*EFgY^uXd0+->Cc`?JaV{ zZ~h;#bNs)>P6!3KcJ60%oV7+3{lnzsMU8lHnN2jn%@eVQ% z8%~4a&WD}qkFg35n7oayyQ;8cNU&T1_B0tfh>grp3juo~TffqZO4NZ4;N}thO($@0 zZ1;ae%S$ayO#s|tL%0M4_2$}6ottsKrC@390|~p_fgLdCV}aRSIfs}a3fDPeWuJBW zvadkOhOl!P9Q?`+eF@+-(wrwC5ApD}w{PFVh3x)UXx<@&a{X%!?S1qBq9ZV-b` z1*Ai|q*0XaR8Uex6qH5;rIGIL1}W)AV$+Sx{hs)~nKi%pV`k2Btt0Nu8&BNz+}Cvt z6425jqz$FJc>sQxg@b|D;o*2Fglu9cTkpXm_Bbw=k$h7w>dKPhF5R`Mp$h*wEVdSzJV8X`625{{R8nFMD zhFh5^g)E$8G>-TvR{10bp#o-C7TyPE?CWJ%O~Z0UqdtQ&UIDLTW&YfqTAdVaW1)8> ze_MrL)3{FSb%KcT^R69LO~#PGsnA)EUHo0cDkUKt7{ ze7wq={?iIMM1f-Xg9i_wi^jv`)HPJv|8RTJ1g0KFE)X!QNHp&}={ckyD7iOv`5fQz zmDlS;HlDN(j`8l?EngL8xj3aRWrgo)jZsyIp~_~MiFcsk9KvkMW=1b^d4pj3O~{z0 z{)M+?We)8nZ6Sn5hKW;|FKc)7MEkrkvN(xHNnS5qi)^F0{?uSEgSiXGE=+GM3{y%= z~*K_Zi%hxsMaNM zQ*aI9ggBzQl|)m&AJ~1upKth3bn#BLI!C`V#)7VBYE-0uUeWv7$HfJLM~Q9BMC0)l zPv}*D517Z&!H}grmaxRky;k)lt`J-0d4G zz7~SC8e-Gxef9NkeYqd=FSOiyJ}*4+6Lt1g)KHH8ONxgj>m9sUee4^YSY0;9?OuLlruH9>#d)~N^{QhdwVKBy#~g>r#5DH z({{OtZ{>Z?5d8YW`X@P0egqI%UepKtNl}jUJBs27sl-fe82Nv2@`?0L4289+3APp5 zN9%`@H$MgDrFBUD&tsh5B_vH z&?ER(IFD`qoz?ee8g8OdaiDA}(>jpZ>tC0QE8RfKpV8{JZYb zojB1^r&6{Oo9w|+2A_ol%?@k*hHU{X!_tk5bGO(UFJ0)wvD1phC;Qr7ytB%%Wfbo| zGvoBTiLQ&*%g6R&P1-`ECIqz-$3+UsW{e-OozD`^uTFk2BI~Drq(J`^?``23wYN^x35SPOtGUUXP$otuHng?W2)w0H zCHr=>fJ|TT+MI!4#A4eA&()d0t%v7>Zqjvq^!`yvqF2+H_!tjj@?nlXIYzi70w>K;Y2ECd(2-c@nejDC?v!Ff7ky4N`RWi`K0 zmZh^%X;D>MCw(_6GCPnnaku*{5ea@jOrZuLPP67)_3 zBjLBt#F=qPzh0&%t4!xN&yj&HB z*1#9jjfT;TouVT$H($=jzqQ?TrL0fV=A1n8v<3>A9N$jeh4jAYnGo222q!7TAI9e~-nKpMrFNRFYPh*RxhL|0i z485X`Ki%xW>BDxl`qS8(`jMXo(@tgE+9A)ffSj0&lhHj(>`zxQwZ{8*!Y-7@Ys_X3 zLX)&7h*)-S4$YU^2ixWCOr}Oh@!@Y1b;xLYjofPHO5nQU_J_E_aiVzNok>+#&a(JT z$atUWwKckL5nZF4)3efG$hHU~w)A-<K!>N>22+oJa%_mKHXd5wd6LqS)w;P;QjMK;`>2iirDgl7{{*#_vO95 zdz5yHu!d8{S8vI^m1Xc&ozzbCe2?`RYvSj;ZAR}e2V$D;Nm%}M0>tAya=kZy-JBc@ z-bSV77UX;^q^QMxl>Nb&SuV!Mh}r#@3R_a{oPX8S6{Y85!b|pH7|h;!cJDOX$?o&h zVkIA8jb8Z8`Gi|eq->Vg^b)#4H8uQOfyxhx7sY&(G1O|SZ*HGuVppkpW43zhUA7Rc z$2gOQifD{R11Dk6p>Aeez8+oscIhJbS&c`>gaD1)nO;!EOkZT~LtF9BOShNE`p?tl zoKdxov{L=@Vw+e#P?#rgQDH-)JFrAYHKtA|zHRp7>94vGGZY$C@tZD7ThkTT4F*K4 zMZN5Jr`_bocRtWHZ9X`|Kw>#Cz4w=JjRDTTZ?4WHm3JIC^HiCwufg5{_xYUp-QJHq zhfs=w03XZuk?m<|=PS{+3+Fx47Cv0P{B7_3*W|ItKB8@v01NsGR;5${;z215ztU6_ zl`pqe8WOh3D2o#1L*Hy?VqZ3tQ}-;`YCLd*Oxc=OODq0tZ?~Gl0hxM zIL+t*s?;@X1 zr~DDv%{x2s5*#|Y>oGoStwVr- z=T%vvc6bH(4a5z$^7BsvVM9#SmC0`OA$s^I6UXyNncO{0z0CqzEmTMdTJ})p6MtB(n zrlDlg+ELM$0)k10U??c9`1H&9+FP5} zwC_T)lBgm2+?~DvYl__UMZ+$8g%eI2ds`z6eRVEwbJ|wicQ;0z{;Et*m*>E?dy$~TWefSw8SN8z-dYRP1b$Zjg z8|WvNW|a=q)Dr67NJ5q{u!|#>;x;DhbUs_sDrdC98*_tknr!|f zeayU;q->eH-1^9Z`UTA?-UMXIvFr66I)qeM#=)o8&-8$S;xoZxoj z{phA-iQt|>H%&G#7jCsHv0~4B7Hy%6ahe9oAzB?yaTR6Io~wA@t8VZ8+TgLLgYeSh zEC#os<T>jwNOh(4M zZc!e-b3(2Yl*enzIGFG_+!b$OI;Y;dHo4_SpLQWd*7pMO?opxM6f+`8Du$_y{a4xV zWG)Mwv-I%|#Wf!7vUKr0Tv>Wt$WTBXPyJf=>KUBBvOLt*r@kFK=HtjXIE|k5Hd$HD zYGG!%|HffFv1~~>18+UFlClufx>gg7->nl@oEtlV-Vyei+`fN1VIoB2-Jcr&i?jvH zE2I%?fL0<=M@cC^pE|+F6v?Bt4$o;kid@M9Um zfx7nkcEVJO-meydLo;_hs;2EL3V*YY(YSN&kQe&llia<5bU5r?qqj3Cl`0*!bHg9J zY7htydTsN`b&ff`660!?D)k<&f@_~%@{47#WcBb>Fnc%%Zw$EAsje(@`EztF#>;e2 za<{N_)KQLC)of_guj$=LmaX3wutvRUc^KC%6mGD867*p5!A|=4Y*{3&CK&*8mj`ai zkMf+aUOUX{&@M+M_Ae3BPz5(7h4$X4I6o>`ET*oi?&9iFE4QM~?0<(v7EB>$vFl~q zY!6bp>{H@!J~wPHeXl(Z3KI28!0c+rVitTk@+>Aq^URIh^3W3HLoY#mG=vUk{3Pgm zYx)t(3IC4^`COhu4#-{at2jMI6YX4(OzDxfxH3q^UZ<0&{)F|w^{BSJ9zR}NF@23I z+|ae6=LkoBm=7cEhvIDi#e|vhFf`C`N~%2^#?~dw6u*_9)tPqNq{Z*r;I3^-h%$_T zxSLm*W5QAG?&gCO8Lm6exWqlh+jrg0Vh`~mixlcY^msE#dEC>5dYHeG;_^}XaQrN< zN#w1OTbbwaT)6ct{`De-FrK%f_bP2Z4N22Ecgi>Eb^m25N195(?nw)yUSxqSy)JN|83ISI5660`X`BUyu408ufiW6VaZM{-bcl$pHilka;_Tbnr*pwB6>->D@Z81}-cFwXBOHeZX z;mBq{A|LnewL)RDzR%CSD~~rNBN=<{G*0b0<)moF>7U!VP+_+A zIhm=2qoZk||MTW{S3=%Y4Q6bokhN!pndl<|E538#06wFOEnxdE*G-PL>a0{0@T9KSCY1QXz4hT}lsqQ* z?T3#6ICzv(LqgTYyS+b|xF}I5HKkgaMgPn?Hk6NcYSUF^=P6$|qC~LF=Qas_m2Dl$ ze6Nt3&PPNo?Wi(Zs8MHn8w+V`SX!d5M_@4(kuelA?SCzft-EsNp@?6l`M&Yl;i>7- ziatjVEAh{h?@49ejspbgZ$>c+d+%g&8~Yoxdc@2B8+j)OnG{8D))&!nnH@&c+}@uE z8%x%WZ4-R8T>jOhtLpAxZ$)i@;m-GQ{L|n268>*-H}x@SjmswZP*8|82Hy)22QU{Urd=e7nyb*Vw_uwq$fhB(~HaCk{<(Z@>t)| z>dSR|lD_T!7uV33eOvu=Je+GmzZSQ<+D{KD-^M3|RU`|}QOs)}4^MEAtG(U`&Bd+M z#wb+cETN?iye*yU%;i9R)qz?sb?6RoYW@{>M3k$L;RN;*nykcR4aek@0ui2gr3A@u z(jbV>U%CX+H{755`jM|(-`@7^wRCaoX|^C7EgY@khzhK;ucyHaB%LJdG=w6GBA+{M zF3A@$+R8-Qnrg>260u8*XJOy}*y0G&@4rZ7{4-DevAYNRCB<7aJ+CC@-4y%-F<`qM zEO{tda7co=C~PXPfN51-IbW$^8#gcpe^Cr&6cn0sYh5}}l3=pJ9h98yX-cQmC6cb} zrQTWnnegFX$2aDi%yj3&3j!Sl+u8-y&v}PCW)RqPJASs4g&Pn*IVYZb?eT52A@V{4 zI)29KicE-C@fzOqFD%`U`Pyx0(VkR1Hs*dmh`q5VosUB#Jw=fAWLE5?Xi=abyN{Zc zPS0}NF{oWanQT?0n$9{btM+$F26CTha^4+kp&e}@2dg+;t2vdNQWv0hxw#)Tw%2?3 z-W46-7I?jf*hR-c=|bnLVHZ1w!7DocyNrV-v)@ARBsl*GI!%7mYjI_isu0VXq52Np zU8%b*94*pLMn$^SE-|Xn43Dy4S+wgsqf^{vt57n{u{YPz$qgRBd?-y`!f5b0|ncr zL0+AlvWA$z(fZMssy56;x9L(B(-?$APCtAOD$_s*4UJX@+%lTCT~7_Nzq7_=%-8_@ z2rn)773yoGvDWmySo7#~498bo%?Qh?`;=mx`v=fm?LwO0a=s~B5>JuS8#q+>lNg`N z^XfgnNf?pq!p*e)aNNI;aq#-4`@cOJJYO!i#CNX&xA8g$AK?q5 z7lR8ubu;2*(fD&^sY)E2&u|)Xz%c31vEHUkfzgGH{AE7v8oS6vc;&%mzh@tnZ6#CQ zO25VrmRM;Sd>tMVSp89?La-unXleZV>k<5a6m4iJ92R7nIt%vpGsS96{k0^gesJ{2_ zCKYam5aubZ0&Ix~oeFcU=CGdqTKjIOHr7QxR9d9{y=xQKT)6*8Rg^F2 zc~tx{5ggdKhV720Il2Am`JDFrZH^pDq;X1F1~xtvNAw^eB^qR^uofV;ZOnGyvj)xj+fIy=m}Fz7Tn?Qq-}32n0DJRbElI3q#A+x%RLpFN=UVm>eua-5 zn<3s{*ujdF?ERk%8ES^!Br80JZxc9AQ-0NT_jgn8xfmyBw6e5_hjLm^*{o|-keywk zwcWad82zm60FA7|XT{pQ(J*Ln%=h!atJ)||gy}Jt=RyuSN4}`%c&3C_;v=*UF`Mq} zDU-E^C#}_4?A+%Zzx1!Kvb#ai=!e8+8hvaXBO-WsU35&_E=aHqDFL##DI(aXQnr0- z>ubI#E`9YZ++-y%5Ul9%q_rXfD`K?4_5QM!Ro~}K`@Wc+TS!>=ML;a)Cj-P9uyLCq zfzZtQiS-4oA7VgYg)<-?mv}FoQjO?Q-Dmnb0dcEd!HQuU+2YVe+uInVciE(rl?*vV zHN+_LFZ^iJ{SdOz&eVeZ7-mk}oa`SAd(QaOHA_4AtI?xghzs2Ye)~e4li4qjYkzk< z%>0vxzt*vt(QIqzAa&Vwxd_L({k03bgi@V8pVCPmCvSx`@q!T-2is4`UxHi9oG zH_mvIMZ~Sa4AW&DpL6e8&kLwn6^~iW7*_F+>o(osq8H|&jWfB2ghSvieZso}S??&l z>alcqyxDT$3AtGkgm7A~v|3uabG@!H$2c_{-Av_DUC3lDyJM?oM7R~aO=21(9#?Y@ z*_hy+&TXF0>#A%X13P4)>MleIhU??Sea$X_${;zj@EskLeL z&k7#`gTjMk_Nm874A1$%JS?lFs{og3Oqz1|XWDaihg0VYWiJvH;#nuZS$&Q1wx#J$ z? z0K2};oW+syiFv0tm*cS-cr8@oBQ+WVTmCB$XBrOBXfcROO5UzTJy2^6Gr!X8Zaq;S z{>!^yZ`oQel|P`EI&8hLtp1At_W>MdKZ5K_{as`X<7Vw7-BjRHk;g-gPf2<)>vb;5 zKu&o11kN#^!7W*amoxhhrqDzir$y*2)@OVdZG%YIWfEbuH@0_7Hh?dn9GEn|(l)~|{)t+y1f z_mQ1f%u0)sgX3_AZMbaqEM(KuQPujjMZCXIC@{f-V@pPY{i~PN_HzggDs$rGK%m26 z1^KEmEP9vu9L?OLVJnnR+92uvP$gaWZEp%k|CPGQ{sj9&c=di5%CZL7lSpc`Ko?Df z+E8*&G+&FS>hm~99dKI`juTIjsaf8Xm&TrwAG}<#HN+ZSWKT`Tq?9qRq*93=Z@EYC zDL_C9;-h2alI=h;TC8Ei-1PDh>Bd5vK!jfOMU(~PCyD~@)a=)_VVC>;b;)^PYW$@Q zQFeUX8Jkn;IwqjnS>4 zjqyQrq9_-6mW`ikr-C_1H}sX}9jIwVtarF9#DHf{;`Z`A=w z*Ek_}gjx7;r5pcfv28f8{$k_dnLuM8LhFlxI^J88061Vobo6V4h_g3YYH8#Lqe6mk zXitw4s^-hX$c;AEoGBoQ?^%8(sKWQ(JQLI--5nI!gLB80b!jDOT|!spKz2po)uJt9 z7Dk0Gs2rf^>FH7bOQB_icA3AtwM!E_=dC;Zrqv~Ph z_p(1fLi$R%?B*U6SoY&yq~=4RZZI-RfOJH6cTPtYpv@jAC={*RTOP2wR?OvPT!yX= z`CE~W!9hXar&5xvOZ6i;86A*5Nqz-76wp8iffxkR36r%mM9phP0E~f|zku|T<&=Ls zE}7}TYF4wvWb5jkcV5_#)gK&ABy4uYq3K)hw@fs`cD0jL7}xOv&c$dEZ($(D^lxc- zuyXo8wU21mynjyyNK&o+5n$ksS!BI@Q#ZeR9$4FU+&ppUaP;J0-NZ*9W1HRV#6*p0 z?J9WmuHg?5ee2eSO`L4^yp38^N*Q5B?1&elVb#bKm6w-~Y5x2VW1B(MnA;?@pS=Li zHl*Jjg*5X3{_V@xuiE=sMK+hAO9~d9`Dd&oYvV{x04~hG00z4xi9lnRd!+w-dS%6W z?T0x}%+&lmPGsv##&{P@Ahr{SW~6_hYH(eoLm%antyi85+^1B07R16wOAIjXv!MbL zHPBe5)ow0xWnK=tDGy`qsH3ePZ5#t0V5V1w4u_sptQz>G4}dUH3FZ{qh>%V;(@)Of zAX$Up;(mTt|A%3X+v~)|qEO&t@ZFFK<29jjO2kh~0t(op8u7CXYTBJEI(%v2F{WMqIQ88!wDVfD>z)P&JoUMAa!T@R z$XAVw0SlU+6cRdwQaPiQ!*j?pKLi8xwJ2^RAm_H%D+8x9KTLZJSn~qY@x$&Lk7t{E z_>!4D9IJGjKSCqxC2o{TDk~r5On9aD6j&>x`qqns$JTg*O%fMr>k^y%iPuTHsA2A| zgAmLYS^Ik{d{yIH>{a7O>?(Fo!lWR63;TI*CPF$KDaUMVZ~1F<7GDEj!oJxdM=q;O zh9nRMPmeB~$sN%_YJu_*%@N(n`bCLUn!ugq$G}sxgaHv+9oZ-RURyJflhQNA70*y{ z8Y4r0U#gzxC`dD=zwH*7oClP`Ip8== z6XaPWVN%)Gt$O{I%DsR%=2Cq zi!zd*uCM8_!Rwb@gol)9<_$}MGSv%?{VT>;CY!1W2}s@GP;my@UBR+ zW}o^z#eDKmh(1y_TqXBAo*46L$}KQh2XO`s2iahop&D5U(b{|2L# zo{Z4M8AAT%V$_O{@*&BRHhi361hxLrzh+eJGSHlTR(#qdapr#R0vWP=ZJk|caEbi? z9;&F97(Ja=AKv$iuilZ=e?dFLFuQ5G&pEv~Z;m#G8CSk(jB+rsbhTXKPQg>LS5an7 zq`0*oA98LIO5MnGv0Mh`E*98@Rg-9mzS0{IW*XX|TOs%<~|RJbM4Iu_+zY{@4as> z@CB65(67ocSm)D{fF?x*-+DsXL@KTz2dyZiYECt7#WH|seS)1 zEZP-#Li|s0d^9N^LNHMwHvE?)vTttxa%p2WSop{QwQ)hd>pTSneZ{862Ux562i#6>KGBg1B(vjs9N{935gQh zl7Bt~RG<{ZfX2ghMkt@!P`nf{j!qmfXe4)8a78IMn}P(O>_GPYK%&?mo{PWI7c@JofG7*nAsC4{m;@KMKmAIHiSC{2RKw5d0f+MUKoN#u z^t5`yAs5sP2qPz6?%%7#`zy-)3)po9E0Og6CoeMFEH`}AhVe--WUoJLeUWv=3@|=s zaL5kRN>E8ohQmil5o1?QAdc>RWMuqYg?GQJq0S#43U)Q_S10{j`=6izgh&z*2}En+ z5U5k-xnQHFAmK@t3+4Fd4M_pr$+wWh4QoRhjo*Vx$&i4!54h zfmtn{Eq~1?Jz9#4=$sAUOCKba5-WDQQ=@v)6zJf@VY2Hc^8V%xs3l2Zt+VrcvEx`! zem+T?^-di64JU5!p`ADYDrY9~&t}H?(U>Uxr`s%Gq>Am4`?Y8RvJpc{d1KYjJi;J0 zTti*k$RapNcO7uxNEdh_X>^`7?w@-nlu#=dE?L1kSn`CU7UZhN1U`i8;uAO(xpO$E z8s5(M+PI(V1%Hp*GF-K!S59UY3ONHCIlcm;)wT1;PD~$*<#~j#&V%{{WZ2khEaX7* zth(?51{s?7Uj_!&x3}ZR-FI%P^~Y;pwV$rTL5Ru$r|0G6g*36gjf;C)pHh4DU5Ky|kRJeIcGc<5K-g{r!VzPDqYRh4V5q39jDXPd zn$J{MLL~I}wXVWo8v{}tMB`G|KQ%h`R}Sp-HNaP zvRSrI*4Se6aW~u$4IAjNc32-9aZ3Pwu?&r@x6#q(P=G#rnUIjce}W+jNQ)$mj6C2p zw-$C56T<+-yLOu>qsdaw1H&~uFm$7pO$gRmlDusm(-69TQSj6S9j6df4>kii0m&tm zB9SCCvpl}e^HeH!bZ!M4ip)G z72C={2n;;l+>mQj09kRmdIp8Du`$RR+QKZ=-BT$6+KVNiq(qe95P}jZDJcX6O6##v z`D0pZ;HU zOVe~ObSb}QOMVv03C~D5 zl~Zk@PdkYBOaTM}09~(SQ}dl)w6VkT1@PdV7c(z^WrntxIGvg}70=?hbO@RasYNtr zFkJv~8@L5V;i!;%eI9Tp4OsDCXJA;<3%OvrNf(P8Ct1 z{-W?z_%1XV{PR1AIsOcFFk}S(TgSDhF@#2d5U9U_SA`QedV10n=~gGJt2>1MGrB|= zSbsqCNyw0kiulqcKLCEDl$4Zo2*bt`2hEK@yBxYDKE7CZbryVe z-Q7frf}0>Z@S}b8hy9`g!jcXcF_@h?89L7=k+bEoBQ{MyxAO*3v~qPtq=rB=?vJY3 zRYh|VAdDDH1duC?gb#?mfjViM;IsDG&v)%_0qkQMbT|MMYYbE+w}mE>ldo5Rq?*NW z?lmxxFlfFqw65474&pRATiMHPunwfzFynQL3Euh(UYddnVAl`~G7wNsOiUmWh+%Xh z&pgM-Me48miF4e%c1`SXvzaam5^h%5UYhGw$IouwyQkgS)m5~l85o@J0gx`>xD3Ha5!o<6e9Z_*_;{LkdSo|8FueJ-Ezk7UGytA4tTC>o0bh-|Bt7 zGg==wf~!>cs6+EzHjO{iqEkWf>I*PvKe8N1kKi$GIJa_|?NmX@p{w*=BkQ~1(Nanq z7>Fq3B61(tltC5h$+$Ui+XuBiQ2{rUvO1h6u{>U0e2J7a1^BnM_Lm2AznpcbJQ!*BfoQ#3}%-6^K|siVirV3sPp z(-!2@%z)=mN6;9Jz;ixQX#KG>Oh8CTZ+Wcr#}?2%F+(9o6&^MURufC-Cw|uLD_ss1 z0{0f=;0HO&v64IpRFXXQM$9=pJD~cZ0%E5i@+ZRz)c30J_FoV{xhzN|IMQhz6F8GW zyvf1Oua1$Jsb8tBOm=9vyRo4JxF^eTMrP)R7>PiX#1eG%lo2kEO4W#2P1*-}9&4nVx^?-3m?tVC8?G;2;pa>3JI zd!NE}*eGtYvB@8zz0a&GIpO7cS9aTgO$hWJl2^yeH8B!xCMrhCx|5}X$)aRa0SygV zv(zEjWipTgSwSbx6|R6XXK$c`1c1MkXuVH1d4Skv(z6X@3CN{hRGL(sNLsef0^mKN z4`8P}^OoQUwmNvb)t0#Rf4do_HvnT58LAC-BAL{S^;z}z)^yvgk&Gbd_MHh72{d5s zXx~DW&2aC-Te*T#OwJ*1_QB-NH+=RN0jfd=*iSB?OXG6p%yU4QA^FgR%kE^G=hh_w3=_5fdvP+ge({O!xtnJ8DQ! z9{@}U2R}e4fnxFxd3gCKH_R16EC!%)X>oB(#A<$5&*157_-iyEn~82Tt_6{n-mi~n z_$+!*sJF4P1aS)Hr^M_ee``6c2!H&;5GAO;HN3mm+R*_Je|^&{UHqp=i!EdiU; zxzQxsr6Q1st_e6GltB)eO)DQ;B7mTFW4fN(@%I3aX_dAsr%*hU4|&3^3$+2zG}ec1 z)If9y1rMhDUx$Xi0?89Zivn=2TV^v5c>~Ww@=Uix_0ODw%VuauU!RH$RrwXE8fUs8>L8*2yziiaJB&BDx z9Hr)p(261QvLIr#$03_~_r(mhbO@C%a6#09Z=Yz)I}f7>b>3MB1W_oUiok{i)dclb zE|(3%`yaFIPQXY+3wz!}&|096Vgef)(H;a}rMnmX5K;XwsP+PueUQ5;aDKtk3FX?& zMoI%i*ua0OVuw9?%tnC%2Cy-IN_`g$6fq@bAPD@LK(Gs|%3mmWaSLc8fs? zr2|EnX?)6)gm;U%QRVAp_~lM(b$e^SvUDJ1M}$~b95wIhBO=P3`BLne6Ax$C}2=k9!7pxZ90*%qiOlo-n1ecQm8EFdD);2g|$kciE zEZZ>w*uga3goSBnWIj%^8OfJ=6CSRK=q`nSB>09NEzHRGJa#hOoN1JO{(M6{Z~&qm z?T4V0Q}yS_I`FcJ_cD_qnA6$u0?WwcpH@-(AhmVZWh0RXNK6_HxtJgd`mxRnMcu~k zZpA~WHAjIhW7!AoF7-45%f2sf@?XqKo5D_!1v#)bdB%wN_-rtWEa2=_oX`_lCtw7E zY7KMS`MCV?h%~;deKU^3HG?XvtO`Ck?o%2-+(5Co&+o`r5G#0A#i0iOTYs`T10A92{m?vdJoHYHDT)QLLIQ zpu>)63VnzDvcSK(yoFi{YQAqfA(#q=Hb_556N0iRfEH(W%u)nPxkBMQ3eIDsa)wxe z-~D6$Uk6pOBHsE)00Q%t0vmN6q*GKOzHVFnVbV;P`t(;3avd1Ez@00D)0qLuT)nMi~5TR!Q&!h2I8h=-JlXr|HooxQy zx1GPr3-ftI^#3^kM=;(kozNBlAD3SKKW8(&QsKf!Oi(8Pdu*`q2iSo`Q&mR3K_!_y z9OLclrArVFAAm?`#D@=N=wxCNb!xa)vK(Z_m%*w5%omDf;*x5XND_fay=)+IM2G+_ zxcD`_E7y}{;gny}AqMCwDPewGR3-$=&apv&{?~9E9Mg@|=~Sa7l*bA=wDG1J#}9^i?OIe}G&? z{I9DtmxD-paHBEW7#^D`3L>6Ld?Y!REUKse|Hg8v>$ LDM)6E8~XhZD>B~^ literal 32523 zcmeFZWmuG56!$wcNJ~kV(j`MnDkw?`sB|d|-JL^8h=PbxLyD9jAl;1;GlYYTbb~ZV z_u2Ej=e*~=PJBI|j@N}KGjrej-h1t}*ZQyDBKE2FBk~(eHy{uQ`D1leJqQFh6avAS zBPIktksO&?0^el4)C|4!U146nRvtDGEh{fKCs!{g`GLy z@N-Wm-D`(_LN8~tCFN-{shWyuJr!L`SzL~cvRX@72^k!-F+)nkw?IdSPn*aYlhaGj z*dL|$!sM@uX9!&0+0H23If>`A)uO!F<3q;nA%4zPgzbdTKqVD5_|rx`w}u;o{S(L! zc>}(kFcK(ZUr@?}@Nsc*E!fgR)KpbfFW%zjVBeLk3!w$C?m=&af>*gh9^yO&uXYdd z{r?~S|6sy?%&+14K?~7+WoAt=Z{K#qs{9*ez%qE;5E@t*&V6v3mzRcWF5BDcMkrl{ zBSvI>?AylLOR#LcvlYSTKI@~!i)%0aB5^GVR3ARXUBRQJqg$T;g?+uax4-|h%XDMe ze!Y?&q%`ywY__O~?>|!zT^yROyQrEs!7g;d|J6zqv39`r(uiJ7O^ud;A+V88vB#xu z(M{%}F=5u?KWo_w4G+il*_qMO){ZZXTS)5c>@0d-La(Btk|pw_<_p%&7GTDIj;%nb*>G^P#gWJSnvf%PZq zR|X!tV2+mhlKc-w9vQWTv~0A-#1La@ZH&Mi&`?wBZif`JJ;TH9pu*ey{C(cB@$o-k zRShoJSLZum?!`S}rN5 zF**4iMa8U1m!@}J(UeUyP1P&AO4p~9H4eYIz|XC^qI3-n|Aw_i9_y3msK-8t=D5dv zlST#Y9vjnSMDORI{kNi`|9mEJw}a?(2!8dTD~de!-8*jrc`;PS#@IJ*LBY7=nLx_W z`g)nls;afgI?>|d;){#@p)ZAno&&;lVnHWvJesL<0asHEp2c9{JXZ&8&;?qi!H2)A zU1zgQTw7{9ZtOgwh4kzg(Qi%?&4!SE|L(SuM#Z+hrWYI2*4KxlQ}dBc(bRu7P)G6f z_G+f@j5~W=ObmyF#K((^pbsBDm>#!*nORz1-s>P@r!v=jpJEY`hJ!~a7INWtlZFN- z=H0txFf%_~>d?*po@d89Lm9H3w2*5;Nt`$fL4k0k>&T|<@Qt#F`7TZ<8l8WWde1!b zp0DE8YN<(GywBD|Lnpg(0-J)HT;}rGty+iQH=3rm8_h~y2>(K(1z%Vyt!}b%ld4a_P^GInbSBs<9 zOce{;+;lPsHLbRz#=*gna2!L@^c?tqU8HJT@al|b74s3A@`xjWlQVY~W_K!GSsk5T z1)_O@yA`mwJUcY1aiH74l-tg>2Gi2hi~H?b-oJnUmbf*s<5;QH_Ef`^|7xZw{PM8u z3a-}xmd15y6~WYM;`;jf;^)Ejz3ZS<8EP)>TpjizBbv%e%k^h6>qK8;VxEPA<@^Lg zrH?dt+B%Gt_I*~1BPJzXM7Xxjw};_*t^Il}SXLkIIi!#RmS`N^b7&+rP${It&}m|0 zV?)i#ss)4b=sJj&j)9AgaMho?{Hf?T*lAj2t3NV^9%_6ue*fX+8D8sN6eGz+4+9m= z;(T~qj86Z+z^nZgl!V=I===9nIt)K~GdEpJ_v;)WJwJg>jpNbqv`b=AcNv&TcUnme z%t`$H3rOm%9uVIMXLgksI^TQrr?Mx4fPtF2_&!*VsvD#zTG0ggmkw8zl{wyyC!0{3 z6BY`)85ReOqWD6ciL~9ssJw4KEg#?RUryi?o{!zL-`yxLc(}7wr=>Ob$sj#l zIT~+aLGvUo?%q*D1Yz2SJsP>r0rqq&IQD`DuP()c>c>F8=w(CCa zy>hluUL%nK-pvNyP14ijhSu8c<6Sutu4{KJPiweZSk#%C-BBeZ4}VXkpC{v6w)Oz) zZ3U}oGfpC}FNeq`h>1g2vm&w-P>}dWZ`882R_jk1I)clyG@E(Fb237*-FJ7=Jv@-l zWSFJe&kk2Ats>SKWPM7D@6b_G&lW=X%tfK-(lt^sKd}t=sI=C6_gCsq#PQ^=;yE8^ zLNXL4g~$yu@hsiH8?AL$B59>2Ytt<2-18bP_K2J&@SA*CuTPb(ozk1wgQ(a7h{GeM zO+u)t-9^FE1n4N*o%!5Wo zSDdFE2-`B8t~z_w^#zR!;~Pf563m7;-k(d-NmqfowvyOpZ?(RnqL!sbpni-N>tp@7 zf*Ec0XYc^d%TM^s1pW=)@C`6gH+>J+(?(E-8wg7lDoYUxqCZo%PB`-c5 zPtbk0r6gm$pqyCwP3QlVa0RYE)nf#zH0S#V2I$ zRM5u1g_o9U_fX+ycPh{9t{XAAWbipl{3}GIvy?v6?*}6+bBR((qUJRbMf?X$?NF->e(}E-DWM2tkLx4O|pl zEI>?QZhsw8RY}xdgGobGhq z4O;>vErJi}-Z4vy9B1%m`GuF1HNL@Kpxi=62C0-;g&9XQ#G)8^TozPPZhS3{SP%Y<_=pT%p51Iay3fsQBijrncKjI^5Dk z0-vAf2@2j*`yH($c1hgiE3LI9+G>{`dwtS{jPpZD!Y0>B&pcw(50gKA>H(4RU){!d zSS*`D09cMjk7Mucsqvc3tgJ!slFadxr_R}#^JJ~Jb98hx4IQ0YKtRBqk5h1asu;gd zo%f-;c}2u}`dY%zo=aS^ZACF_CjC8FgMIz@l`JFQXG{EY2Zj`@o2-dAo{2cxnpWcA zzTN${vUO7&O?J6f2n*lbX^W0#ml7;LSxc}>d_qHi>&N^^*4is-`dcft$2UZwdZH2% z2OqOM50rsxiqdaW6jYTAU3fkd!W?qecc8(1w^IVe_PomCPFZ6=S8P(I97g$mB(M*G-3$U{1xm#e4#5|te3;oCKQ{Pn3hM!BXX1j4iL>vlj*l9gi z*U>4o8A!&u3kmyQOJ9bVLEz-??=KI`;Vp~o2PR1ew;no!`r^?mjl57n<-C}w)o6C) zFYBJ3f`YXl%+qMf^3u;-P|RFw@a}ra?hyQiIV5(FgVlVO230xt zMiAN9clYitN*bo9LM{6}>D|*${kgjByoIxCdRug~sfunrJ+S)=1ER;sf7TR4rolDi zR~P&J8~aB)@UCfJ#4aYERLIzx$M+~|mxu=+zKc_BkH^ReBWZA+ls6Ngrj`X6d-0LE zKS8pnwAMRHdCPQj1xc!f0tE6foS@>>qaF(|9=`+Ks^If2SmGEe#Q@17Z-oJSW0?>3Imfr#17ijYHqogZ zM`naVEJ99?Q`7>N>7cJMz#wPrOMU^YcF%!@Jt;LYK^+?LL48{8@_(!<*0a{W|3S zynw-64A1A^KV-~S8_h>>g>^p2lbVAmPncr!t{a+Y7_HUzNYI%uOOaI^s$YQsaR1LwB&DAxq>_OiU=4O{g~S zTNaXN3Y8=tSd*Mo;=@PmMoimDI@*d8-e+DQtgh0WXjo0Z94LLgjW({6lFXDskaWEI zkxB(7Gbd+zk$gC8qpATIe-(~ZuseB;loIF>**!fitCdYp+~-R?TN$2V^a;V z-yfRg)wL8VpQS6EVcL*6429@Yk4o#o zN+}=ohs-ifae9>Ytf@jwUqAgl1R;%(jG$!w=T)q_v?CLAB9_Ff1N%Fid$2Q`O+v#{ z&jwTnHYvnA;FZ#AohNVJym`OQW!kU`rqzHktasyV2{_~e2`rExfR+0uW@eJNgJWM= zRTZCE+Qn-N{*%>r7$mD60*;(MN+44H-N_DTVbluTM`Z~Qto@xD7a~u|c71pxVnPVQ z?P4pibn~KjN6`7DiXauxQIf1_Qo68w@ql0G01WXf$w2sLry*1As#n{E*&$Crwq!q6 z$_Vbv3LKiqm~Q!9;ApYlH00{^zsxNZ2aiwal=Au~JKU{AOeCp@VT&-7Ujx!Z#>AxpO>H8-L+zN=i$6 z{ITtDv)r0ek$CZE7o%BQ0;9{L-n$rl$nW%2we7P;uAEm=Bub)#w5wSR0$oqFBkI2Bxn~wY8 z+nl1J7~>j;yEgr_gK`@}D=5UzaocPZZ+1}UZvzW*kcko%=@(Ma@Mz9`Eh$?_HgV~2 zsoVd->{@T`Ip6s@!+#~s+SZol=FQHI2qOE*T46jwvbp^srPZ>g?S(5b%fVj!9U`3E-V2jH~8d_T3&Odv4MoNvKW1oabt38&V0NDiCL*&LU5FBP` z^8$k+P<4zz$**)KZRUf>Q?nI`+s;gsWE2GoWWprAO z`2)bt;u8?yl9e6z&bBeaCnDPaHz1n*%aKJfD0R}cEwc$6qNzXi`Y!^^!RGU6$^=P9 zQf8)>we=EzioW)sBU-!U#kZ5~rXAC|0m8b#?S^RV_Tkqrpkif3fsno7;@^M~P&^<# zJw4cs2GW6$i@irc9Ym2!Pbphka=iNS*8TkZNz*U(cMRr+EvuLJ(lF)`(zB6PU7F-M z7d1H?X!hOGD$6ZnsKr8t>~LvXp$5+ar_`jqWLLm_U0rJSpk16H#dD$6Y!fnXz*YJ0TbTo}nnBI<+9wY6U{yb>;CAfsG93^_+3zZI=nseUcQ zZVYf)U@O7MS9nAeOF(0?`u+7eb@-)hck5 z1RSobMN_c)0XfzT)ek%fhrImMZvjk!7W0p{j9p+N2M06nO?y?hq6874;MC{`iH#j_ zpiRCzE3v#;IR@qCrAAdzVCBNY!((I}`d)W;tAcw$)HO5&8LpnNiw1A1f;|?fIs2eE z^>_w~F)*E1+F0!WJ}867qb(s=h|H#}o4K*mW}$!yqu;Xy3hBN1SGF1MgvmB{U1#JW z0Y{tu$SJsuH_*^r+b)ml6Ix8*?+uuC~{ga-LAt)4K^oa%*erkCV1TSqiuB+`)PO z@nd(ELSVdq^TBr-5()|)0fDbmYFDjwGvb(*0F|z&EaA9klyy_M35pK2*}-G@_q8aw zx%5thxFBr6IRME#0yyjuus}eCPlMXVZ|ogzV5*!ar7#()Ku|67T;D#~de{TFJ)a8x8K*P{cxQ#rf?Xq_$zEF}5`ezlrh9s$?`Kxja&Krs24 zs5v9#Q9MiE#p(Vy$T`7Hxl_!17=a&Bi68{xBMK!wi)=Zb830PPQLPiB^t2ZZxVP8F z79e?Q0F zl5yi`2|VWE=Z_syx}G`=YMLHASVMoG-1<^b;4$ruaql9R-UU8AVEz4t_SzI2k5JjE z)OLXDw~m`w&_5EdP2%x!SbTdD*)RijBKk`W$Uq!Pt`sKg5Wk@r+Eq8YjcolJRrSoa z{@}C(cCDab;amRuImiV(F7pzv%n6Xl(J(QsgQCb6;5=%b#y{7D>a+vP>S=1ZtR;bO zO{hduWQn|cX6wD)o?>y|G{ea8^xuFA+VzbnF&P;?2QTl>t~+~X`S8hKZ8aZPKkY-_ zU^C8BXgkQW4&iFrU{^t@mOjT>_T8+%3h->QRy3k6x2~Ivjg56De@I43+Evg{A@JJ9 zXlZHbeO8vXrY4zB(==M`Ycf!xzpbDmgiVk|vnmmq(eT7Jk3rdj*}sRFE(42>mSZ5R z{N3lC`Q|n8y%MUYz6>rYyEf`_rH%7+>Z{jwn_}>2iiY-3j!J>f+~skXV0r4wJQ3S4 z{=z~F$aAqZ5l+sq&d&QlLoUQ8B>cLvBMK@;lPq%h7C~0E<*mjVZGCIZvcJf<0@m*M zEm70pmNyN8f=vG{ zs;0Vh8$5{fOyH2IMbKTlmCg7h_h#KvS$5GcFH&4xr| z!=pkW=oAgK`D3-nXvCUTqi=MxeEp@*EyXFJyFinLYk>z`KuM##F=fNe4Zs>&b75Mk zlB6z;eN!Qa&tvmP}xXoN)Qke!_%-cweMYL_UoI!nRopS4bk zCP>eRO+DIEUb(TotNm3{T`q%C%$PWEO0*~^Rr30a)eRa&qJ&+KKySCVr4aw6m zNeusTU0?(nYP0{!qZl*^rGoX?=fS=`uRc{(`A0ZUzp84-+lS!QALyYjd9&ykh_Zul z6O>%ea<$WNryJAwUxDIxB6#B1zNGnGEA=PgRfFLbVmc}67iLeXE;cMysu*eTN(>&X z4psy=fl!2NAp|`69q{C)#~VZ>B*1T~7l%S_$qXNmI*k$^ZAI{A{pU@lba0*uOtZt= zJ6{(J&E83|+g2(LnW%jYQqf6ZfcExT!U-`kO(3($7i7H{DW<7*A@Aq_KkVH**sy&; z-Zv!89igUr0V)g6zAn53##c4nrqul-pjMuX_hnTFcS7ox@9gUcA_WsRYHDAwx=$ou z5pGV{tXynN8lc+rTFg91B%B=xg%r+93pKd878Jq2?S)9q15r-dzHFn#cofmL1GhcI zad38byI|)v7>;|BRm(u1X8;o{Q3dM&@#FbIT+IQ(FWRyEb))xuJC5HnoleR_)oul_ zrh3-4T`|yS-=CcBkM?h&Z zg8oUNqxEaV=UT7_m*iAab6d@XiPV53a>|qQPEW>DwdTIvdD!S#HoWsEdtjr)r=49Z z=p)-gZJ7NJ+pImWSk>+%Fy#9@nxO=wno3`PO|+#;Dwqi*q8aE2x}wsy+!v8WJ{A=Y zbU>A_ap-Wa>nLwaKb2$mgIt|k=%i??%B$f#y{fI2@cYYI72HKW{Pk1XSr2UAsX_Is zEO6)bdn&^!!UCORFZ-+343_=HQbz+j423y-dKALLixBhMs)4m7a-(`}El8TUJk}*N z5EsJ9HV#xr+mc$X5k!a$P!~(lT-qryqH$>*kNjMi9fgA@Z}u6zKj{in?4nePL~43w zPg5uaw9^@+p2{YDKoSQxO>auS#K$L0?=U&r<5^I0O3t4Rfg8MdK|eAwVhw}c1OUL= zLj7;w*^bjy1jor{mD^hWa88&u$HHZ;bHu}Un%86g`*TRBg4yS!fq@86GQw|Di;JJi zPPI#Z)x2=SZv5uL;(!k7*)x2M>8q>_w{{@Tqz7HH)5GV6R(JHi;(SCWC%rm5H%cZ6 zTg@sdu-Iee=NGekU(6c#?{O;hC;E
      *wPS%ZL zhhMs6So$r~yNterA|h~kXR4OSG#c;bpjJI|J($_9~Nrb>D`+pP|Z z9?K5W$3L@p2KyJDS-7Eic|9Hov#uK#-7`4vzjPKe-hL>;FzoYF|CojffUBECCmuU& zuUF=!PQ`J~zQs#8twV2e$MA`#&h+MOTB1Ghb*fxKmx7uJ5}hnhE@|SwzAW2aJ=Jg`Vl;Nv@v6oZfsf_0u2pq4iD;cMcM6ZPu5i4&58X{Xlp!M!+Phi=#cE zPO`bl@_IrD`uTa}toR~;L1*JpH@cR zX(bErZWvbFk|s5x`Fd+#^{8I%V!GqolD>Pt;&)9PM!oCuMep;7JK3jw9CNP_6q%d1 z6maptja(5v=-S7-Yw*~A)n%hi&YC3l=w7x;g1WXvbXdE#-pQLoPuP(+Q1pzXWAZ-i zsdnY(9|@JGNtobnp=c6KJdOEK+*(l`ll|K2hWO^h-0yWs=B#eV;EfWVUx|B?tRreD zT7b)i&3*eCPRIrSf(7f?DssXcZtNYGE|NsuyXGb=KKwi-@dRIQRLYe^tD+(3V(Fo5 zZi=EvxR#Wr-_i1+67PN-iKc^wzdSc%Wp|~YnfJ*W1DeTu^DYTnk*9#_R&jr#=4q+x zlC;!c_4Rp&coH*e-4;9y+oG6wEbFJ`%er!_L<@G4y{){4x}J>F!E(BxkG%J27Oa=i z)(37;=!E$2O?Rdae(X=Z9{8MX=VUvSUEdF9uub}SqPGK6*yldg%Sc2Ds^K>#K(7|H z{ndAW-N?G6LVH(9Hnx~5{fzr5*H-f9%sOVFA55+qUZx?zR=C6+vf|Z&UNN=X>-TIV ze%IM34<6CXR!O=moDJdEsafF_aOtv({iYFV*lH1#!1+p`T|fHcrem8BX-KZ!R_sTr z{Oh*~>8{01853nvty%1R_L%M3}*s8*u7ucR`u>~#y zEY+JYaRah0j$JfA!5yvPp{@23yrJr+MRTI(*5GH;xcx2G`&C}jQW0<{5X}EBk)(mVdLot*bhZU*|Q z2t3}2H(GmV(Wg_)fZu8-yXEMjU-Y2#jtBEG4hz00MH%0}r%7qQ&hx&ZYsLu`-(j7Y z)-?VhyKn!I-wRiQ$b~o}Yr^an8v(D)dYm`){T!-N!x;ud7ROXh?IQiwt(?to6Rr4K zWs9bldJ*ravkEV_+o+Rh=$yV-+JUZwL(reB( z8*&YGOB$NONoExv6W94sU6JDH8~d~=MeMuXi#Fm3w5uee_9`EXt_(R`x4b-ZiROyD zKk960y(cYUn`FkIaDl}j*B3KqvUTm>Umk}_HjF!*s9@z>{`%^E$j6-ScE>Ud_0Z99 z-P1^XaN|nCJeA*lGSA%{UNGL|ryb+FdveQOr!LxC$s`f0*2~-b%HRnO!qOo7LD|^eH>YU-FzF)ui#s~im$sFqF74f9iUUZST03}Ks6+KZN$w%;0 zxK;5JU*En4cD~H-GnWOiL+rTCY|w0d_Y(!t-I)rfXGsdrImgF;EgY*wiPffhzgp8R zXXU(ed?{!*e(6>#Vd6`*dIeztUU_S!FR4QKhX!vd(<tP>u$8P>Sz$sX?{Ec1=l1$etjyrA{BFnXvD7J|6SD(rb;Q{+!27wbm1_HhA< zW!>CQwJGAT8?TPJ-}X)*x^;&weB+zV%CjqM1#I?LskPU!zEy{BEsp0qmr!|2TW0)w zLk3dK8^!yta<>cps0+9?=gZ5}mqsOqAImIKul74!x~G2ey{)W1oi`mO?}w*f z%<(Rl*zu}T<=}GXcNAMg9(iy-X%@2(iWN&GU_yfKXKM9ax1Ew04@-X`o98%&bv@4| zCG@#Rd-7}1&Zb`v2K03!UTKbPz7V?Q%)rI8X?^%R>9gE$g2{=Uy$sb&*%||`nBtmG z54EK}@%8LeY6`o{-Jg>doDuDeCH14U%gQ`R9Ig@^5Z-ac+GZ!@n~2;`S@C-~7ZF=#$IA@$kMBuFuTQX}JGo zo^7Pk-&cdY&}8(3j8ZAqUn96nQ6oWh9r*U1eOm$NgXl$WkIi@FyPezV-fR3Z7d3}z zt;oCmd6_Aurp7;e=_vP_1aY`oL542TRSj;{a>pCz%h(JsosCfko3G+B@@yUSM{bsW z)R&R!G=E8x^)&1LUk{YcYilCNXs>mRi>@uyRS<19yk;!_eEbZ4Rh}yX`7^@jDPKqH zcA|TdzRxyR8TLSfqCoHTP3;N^9QtLUT+@`HWcik)#qbetpZve>;@myEL*!(>DBMdu zzCIO|qN67@L71%dn=LeX9~c)I=y;{&zCBB2F(BS$W?`MlcGL-{N|r5qIc`>+M6QO0A`^u~+$Cw~;R?#IN}D_8I0NFVDX3 zZG!)~z!%$@KN+MLs;Z>vc<=sWqZ_u_+FrE&Vt#vU#HL|aiq*~bL17 zHQ6>}9az<93Qn>zm~n-RYzC-g{j=?7)LET!rv~z@<_|k2aW9dPK9DrUP9rQT^iSys zP2P61Gpu60I$(4qTr%SXWvWI#X?YY9gYt|sHP4vNr^0IRZLobB6m+G>>aSc9b>Rg2 zuZAbpS=kwO7-I?&1ELrEa&4wGlVflRn&tHGJ^lq*@LiO%xHX3>iQoM7ZklE?%P&(Q zzlC8X7CuJN-Z9*clxa)z#q+t7xpe(uDQ%0_EnIn*#DHv-iYN5n6mnvFv%5=vnd6p7Qz^|O`pGdGDDTFcBUu^W`pK3KXbroK&#mxhPsv*&j^wFT=< z*;V;^5B=VeJ>Xi+vZG_@EA*(Wb{;RO}4g3T}SEPFTT*OE*^A8CsYqUij_!ie{J`7xgQ)n z654C1_G@45qy#G(E7~V+Cm^;NF>Cn3nz-BJ+OEp)U34wEk)OUMt2e%$F50j_)Vhkm z#cd$pXuZy|>lz>0!pW&XAihWI;nwE2nCudfe=qe<>+uQ4F|lPQqb~^rv7Vm%&NXq% z!rBVs&6SKL4C=OOchvUPj&^rXH*0^M((7xy*}6Zwj#e;u!f<$Q7u)ZENPA#`>wtev zA!$SC{$CIGEVj_=Rj76j@(eb4tN^{QGiRh~f&LFj#Uu%>x1Tep5*o-92XUGDEewn1v#}$unZA z7;K#{$L~tq25~M?UT)j(=tLLt#q@Bzr@nLJj?Z5{%1f%%jl3y3^`GV=q#w)7HkqSx z3by^{^9nbM60@5TyZpG5{5#Hfe~6*Dn0hN7;5{HFqk6Wq+3Z1wL(jy)X@r{g+#y@j zNA;Y@4DQ0eSWi#L>>5%S7S-C++Iu~7%pYC(bpKP>wWwbgTsvmsdv3kIxJ|!IvPdhP zDjEhs$+gp&w0{nLP5Ri=&R?S0`?jN@V6~*kEwviJU?R~Q93(|L#Y{@Im`Y;DEDE(y z=VMm7u;W?%VH_f+>a?rYX@ zLJZLjhU*QkI*KlrA++meC?%MFHGOMt7whM+HLn6VOGv%Q)!jaKH1#3F;Zw-NLqB z!V+9Ry>9&ELSX_s+wHe|-7c5EU-l;o&X6~u{^j%Yh8WL8MUu4Ad}nnM(4%_cX;5rz z?WDjWze50&;t|1Dix%{S&#lMD%Vdsu<n{ z{mwWhZh;#o4n$6y$tj1^d$o zVun(*B_r#kPXmOTR*NpUtM5jhna&tx33jo$zp1MInjrMvQPp)z=5jsag3moZuLkkX z7JrvRDr0yUbz*FC8rQ8I3SlXY^dBL*8W4(3EOmYakO7YieeW|M%Xzfo*}z z9GvN&s(n5b(#fLJXho~2lqbWM zLnc?o!yqO#g+W<4Rv|k{Rrd;5MF`qN({FVsK{WPveIR34Dc>(|5Y^G{$Q@Ur7j6HS zg)fXr{YRO@z?!4{lB{>;nND^8U+S0-bWG8Ltv0HJ5Z|~Ll7CksjUwy$J)dsTHvR(% zrYcUlDtJ;=qZ=0zJC3T4jS)NZAvZ|1#$52`{LQGH^V>vea(5|(7@Sid%TQGQTz#07 zFVwla-gA(uVxt-&!)r?JrzQUIqDI9t`HFh?VPH2n3l|Pps%D4m;r6e+PP%bY0lfiu|wO1vKUejzv##3N*M%?=JYS6vYP2yL? z4ltURUmcKGnw>e=Kh^)^z*>N{oAYp$=5gasI6FlvKMWJe-PD7t<-zWOec#*)Nl`1* zCunnG*MBzfxz=3`+n+Eb9UQCBO~(%!U#*ZwD%(WbZ@j8n;1J=u9j!4Bu8PmXiamzv z!#@VNj>)o8sXu=PGqM?`ShugaeBa6ck= ze-HO=z&S2@nUAkO`V$87eSCZm3{A+*A@SHrr_&$3?P)pVRXdri5`PVQn^5(|!b_Q6 zoqXp+u(}9=@=%y6nv~(?y3Di1ql@vsWg0rbtWFR3=1hDYkzKN}VeuP#!QFUI8}t5f zQ)UxPp0hTMxq+pb0n7NZGx}{m_u|h~ibvCreDHjTuU-1Aep%2E%_kbubRhDh4CVP) z-j>j{(Y15e;z6!fP;ATlO(tGQDa1ra>FjV)WpDcmR0Z%XL zk}XpDDF1{lyN6ChaiO-3SVR?|Y=C^2yM)o>+Rl5e4_BX3l3z)W$WX2VQ;9ZNhtO+Y zMbJ0Rx0CGF4*3c%>tia-r*vfkgYNH{J3pr8cpZdqn?B1R19OfgNm85m*`ZUT>gzG{Do^eJC3S^B;-VA8sU9B`NVxiiTRbVNNwLcx(#BwtNr#2 zelmKgQQAN0lN^ilWTaLS5_+B{VE4v@cQi0#vuHmqHRDwtT?wFj{LdrDS$~Umb~Vjf zm@#N|G?UXg*^}|Bq8l;Im9>S-a195PfuvcIkmlV!@xxRfv}KdVP~e7Xb0!sxH}%#& zLgl*OfL_?6SwPce^LZ9TT!x{ z`&O3nk*0KFGzz-J)$d_H`E*XE4Z`=v!=vRxQ~|Ra2^PV7g0cSnTUIOX^aOeYdxuMt zvT(IdkrW4+W6x_HhbKIPPSw#pT2e~zr^iKXBrb^-)*f*>=(va?Pm?psxeZ1Of zOF#R28I;Ho@J~IXuXlVp~8Q?%44k`Y6<;@cEJm>?P_wOOx~%FxKB z>8Q1C9U@Cx$B~~r0hV_yq;nQF;es+0wQl!x0>dbo=VXDGcrFtP4vVCtG z-;0onzwR`e+45{V2wu+6QutAN;oD!eki*=mUbVT_#B=M0h$Oum^!{hVdvvj|vCkFk zhhi*#6v3F0w5+xCx!r>VR+B4zVGtt*uRwQZ9*_%&nGPJNjfu<}8QWWfC51F40-VgF z5b1$tZD=qD62loKE+PZFra|Y87V8wOOOUx+YFW>IAg2hw9CugN=Iz5BSoA?y&6KHp zs_Ke4xwSYCqT$Bjz2T$s{C(fIOMGvPFdYyq4PrsVH|DC)Y`~yKh51c>`Pv@A=8vWp zN^9$`;$JDZZ!wDmKupLVgK(S!nMI>HStR*J-u|f_;pSNk(ey#cATsHhw9itSQ>C3L zp2El2;bW{GUr)@fl5M#Y3i+|S;an5_cK4EZ6gH(ZhVOGlD9RzgnF~>K-dM6u!3nz* z{|%`97?C;@Wf2_GvoIuomlx56%}xaAm}dX?LeQCLJRO1yM(5 zVx)!RB7D*XOc63|Vw(Fm5RboMk|MQ)Qb&Dw{edSJ>Ha1bDWvZQtkF_$+IeVbVPIeY zSOi5OP$$V80`uzs(t9BWs2#oTR7syVZ{CH4eJi(}WnyKupMNh+#@?kVk3L;)_hS`r zuqxvI+{U!??3{0WHUj|+80Br$iF>EO z>;+(S%T&rh5MRVd+XWWt2!qeAQOZD1?+vY&TOd|pJK>5h0D+LpBqZ3e0=9I}PEJ(i zyngHU?G0-ke!!SPCjmUg|80LH-IsS7iEZ0`U(iL9Vz{YN$28Tqr|^2;_3^|(>+cae zw0RVt*^maVTP(O#$H{lWypVbPcxf;%#Xg0cT|F#5UgqJOxC;XC<)xORLiMyj|Mw5| zm%ZN7ya5tAhU7WV!Q<<#itOEXN8^MnSdx~V{+?b*8q^O50je?2!`0tF%FJguf)y4Q z_XwJ;dU|@IcI0Gb8MwLoD!Qhp^JXxCO(E&!<*_p}FVL%FV`IOBF6>iA8)90!@@xiI zs+b@Kf{kw6m;F4dp#Ek4bIa?-X@S3=%NT}F>NpNk5a%ruN z_@JjNyV7awxo=mqj5lTkIeYmEat{syfGZ0p)Cz}2^d(PUhJx|hSVe#K^DbA^|LmO* z+!eG_wrN}q^aybP6^rnQh}khI>p?cK7H!r<8z6OtPwgB+J*}B1A>EZLT8hP_17rqfPq$O zLJ1(7gw72z`iF0)fKBuku-xI(xOgGZQc}{n&iXA^xAQx8+Z4~aJyspCI?Y_jyNFzp z2MBVXEkmo7;zbd=Yq9!rYlqMY1W5VkxJGn~!t2!$&?6r^xzM1EJRmpO71~x;a zC89lnKQur8_QMdWmIwv0fZEf5`4<=I^E{yxI#+nA^#jso2+=FJkL3~LTHY<-Od$ux z+^2Jr<{Fmy`LC}&OF^cm^JV`XKY48(lzQ~_o^lq_a9(hECE0O?c!d@eV!*;u^z4t` zOYmwG&Ka!=;g6|qfl@?st9U=f7F6;#+lRZl>1urA-4Xlbg_ByY{8Wut>AAxEY4j28 z7GH<`1TEAxri{F=PB;l@Ej!-iYUZyEhj}i44IgfRnhZL)(RyPdaChi=IT02mA5z~= z%jKAVrxNpoF()J*Jj;DefJ2+fLVYm;mC#Q4ctRIqyUs(B@0ZI{_wg>6i@xn-M&g}s zT?^sdmytDO0FEH1Htv|MAMg10bQ|&KNE006SNVjY$~o1m5@V+qbUuqj#qT;w4pF?B zAq3(fOYoC#V})MBE!0dkCsgUqYiKs-57a}xs$`i0_J$o8g?@f7Wc!lhB$|?Q@E2^@ zm;8$z-75D4GnNDy-rW3L3O@G}IglWm+3v1X#T8pzc1lP({e4PAKN1SX8O0J0IC3Rn zz|Az=cRpod_^mOv%cm~-qmT9CXU|`-w+BM5`*W(wqV&%;2i}#HqetDau8exHl{r?) z0oeHdr)Z${QsQ&mRS&45%d2C>E*@<3R&a)2NnTug0dv+&0Hnqdg;wiA zo%>T%5GF51js*mu^BlV-An^%pD`_-e|=`N49aZ+>$6*`Q6+&;(wMk< zM3^xsu7wP;;T|(qt1T2)?OKdu@=cZjc|`BBb;K`N)Dx#Z4N6T7-b-v8O>_BFnp=&$ z?j!absU8bmk0(MxTPH%{_-L`S-^%-%?xc@ifhxwh zCh)KkXK}!eX@Tpba>F0&Sem2L>NEng*bq&R{rzis@coemyx!AFZ}jz$I=4&ZWZ(TW z5B^>Y#ST&|Jg@D;0q(tsIwbRjdYAUqy>kWc3)VQIp?k3(R#Q)*j;8Z?Lvx38<^2QA z^Aj~wmQY9gd!n;$obwX<0(skcu^Qw#5v0itqu!J05YjkPJceCl2AhlslGlf_)O8;$ zjiN&NJKemkwyR77_~Gq2Gq4ux*OEQ>Pc@FkagK0YFk=+R9#)?L`_O>DXtDlLdw-uS zxy^;p3(0|?#{O-xYqA3v-iV2x12jxh=LmzRUqgfYEtBJ8dC6$*U;FqKf97q51>S4{ zDWUJ5ay01)mS;9TI9hH;nSOwf2$4=(ymvBo%7{j}i}@P*ej0p?j(U}MiRAL^pFQXw z#Ef;|@8NrRWp7#nDx4W&eQ`oZA=_}6rq4RB!%OvePsg& z%_m4vl`{TkhZFMy=I#XvDydoNdounH`KQy^R+<=anEd z*|0ipJ*Ww|UOF5AxurDZ8 zcX6D`j$ek|exKzj)^Dy|cQ>NZtx_d0zSb8#gI+$}hRQUu%M9U#n~4%oQ`?PsxEt%- zr*cqS8q)*-CUI6U{O&&3+ChaX8ZX3FrR8$|{PQw)%J7~um~~oXm?gMp!KkJ*oke2E zaQMPc(J)3F8O1QPcb7UKW_r<<^qCux}a`A+d z9K?cH$eg2D`>CTnpRp=VOn&Ky{#ROhE`i>E;nd`@yS*(tC)#0tNxUF?dzTy!DIOd~ ze@56bPofQN+uAjnIXf7kUNTxa`KC6d_U~n*k-+Z0=TZ2J1S5w7Egkx7;b&aJUl3|_#G-=c?KU=Q~+$7ZsrjwmS}g<MQYjnsP`N6DT-@my(CUE=^i^JUhDn)7aleVvj z6?_D6%Iid3Zn43`l#k9mo_WPhbA3pB=+7XDi9TU1-azhFyH58+u!y!j{i8ALzyrSdN?~><)OHB%`8$wu3o2=!bLK8U7?2%^!2#6&*4CEkWQ}MZbSXcj zMI_x2&H*HD7C-(?qNk^K;mU19w+bx=bO30ewAJ5P83sIj67ph{R^@fi{5HyvOb*TO zjB^`Oh?o2;tAFo|vV5SMsHnR14BW#XjUsKA8@gtvii(QmTb;s)z#JB$q6Izwz)5U7 zY#3AUa@$P3#H^9C_UJC4A+h%kmh-Lx!~t5FLE3NLM;oYS{~f)*%^8@zCgjQ#fl85W z+lzMRo}q+m@azFJ1q|#Nuj|PUDUBMgiwGsZ6$H@{NQ?A3;Br0y!t|dOX$Oa5?j!8q z%Y#JFo$3ig*B5jC7bQe#{KkAdXWY@D0o?GMiY-qf0Dr)VRC8bf$1YA-Y^>_i323vS z^#NZ7>51~oG2jRX4LP)!6!(9acX^8l*K@Xuu&xYyGTiG)~55iF8V_&hr$Ld-$?*`!k#FMj*yk5cAc!5DTK+t|c zV7(1ki8E3>>Hfvx08mafKt$W8K!!%>S1$>mRZVRpCT9_O}7Nod<-FOY?vw@YQV)_jw0s}VgN_Icq z9{dZR_Lsu$v>z=OBnbyQt3lAkkI*xu#c12@7a&h8k8kS2U6hZP0zhKJ*5c8sug4$V z&bdA0zW@JQzf;7HxqRfq3*so?uH}z`=iHZ9Zgd@up}2=gOG4*07Dz9yFCaFoxdk}3 z=~;k;vC-yyF36k^`gwz(4y^O54kLSK+s|yUY2lC-IWDWDs8K#`S~+f7F>g9AWJF!$ z{JC?sge?f32Zv%~YpY|z25F^$-T3QgHhS%aauq-;Qub~OCWZ_j?vG$zhYUa88@cm* z5OZMGp@TR1_A6{kIx*S*h>&OlSUkxo5e}4WqLCZgKl!)BvZ?4&<(2U1195DDWs2c#BvpJsEoMlx>S-Am{O8+2e z;}A)_aqmq&u)50}{%;76oL(`=WjPVy5Q;27BC>!85Lpn(J9Ygjzu-`LqS8m*hCV5o$xM(3+-_nq7zW~04{8rky6XY zs;XCj6dpzON4&stV8&h@nA3Pu?Cw~~j zp*2)!7_?<;eRLs@j19vAZSeU}sh~Fh`T5yEpUGwQ~R}EU>;?Iy+uwo$?dNy_W&QQwo-l zaT(Z9ilL}vn5$DeQPBk%s40NV)DWKf68C*Oa~PNkWa~NKzu!fRA;MNaL2Ggu@P@^n z!1$0227Lff*=z11jEqe(va-eCn5=TuOIi=0iiEJ=FN0W`^Abiq+EDalZ&pQ9Gm+Qh zz`-1VK?8Fw5xD>uUT&n&aafyOY7((ukX?p#DodA*dx1UBpQXeqy7qZiqul1bVcBRd z*t3y?K=P-MyF zbS;*M->{W5+v9LY1@sfP0d()SeJ2kF92gv20>D#acD2F=^;*xb+wd-`Fkg0Svz95- zCB8VRF>S4_g;?f5wI6L5M>OE&g=M}u*V5?$f)JM2Di0q*C1QbgpsTB^wY}Y8jT@8< zSwSt5g@dCM$e9phmksceC~fnhe7ymv8JQh~g|PfLCZ|rU#o#74P+L<4)k~3uS+LMh zP%BJ!UAT(&7#lVGTAer^uy5+&vNZ$Na!%+8($xcW{Hhq%7I@|E zQcDde+a(<$K?j&#sEhHV#r(vj8pX)Erp;i(y?{4IF-P#ztjFkhK7t^j;&<=kN7B-% zATCf15(1q~{2;IiE;?=V;e!V~;96yxsHmys;FC#*|MB#UXfcHN91udC9!Tj04BJpG z3MEHtbQAWIko`it-s(sR7Mo5@BFHP)z`4hnaBcUqpU3=6-#wUy@*!vs-Acs67=ZlaPUcNEb|yN>f0Pm2$M^5w;{_7+59T5iR0|CVz%ZY- z=})*+1OAo~#1B%T28)1g5&$$cYE=~sfkl~OT&T)KeJJCN8}EB(Pfkvtewp0A-uP_o z>#jCO)e09f@e&ePAmld%4&8WfV>+sJR<6li;5p4?!Hz8&13*4o*nBo1-v|6o1TJWd z*ml1XP*d3hoj>)qt+nt1aO8s`?>8_GErRI8dZ2AW^b8x|upq2wNru~{T^l3cC&%%^ z;<*762sHYQukp^0X+>T`oFU-z>Q{z~K*t4?P&L0#+jN6cAuu@+U7g|*$@#42QEr&cN8nL%^;^Px?MDNvgsI%oy@ zQb)(fnB84tFbmbNFJZDGVq+JdHJuMjOq7KK!tzH37oAxV$VHo5?MJJiqN0-41g2yN z4TkH;pt=H|Y?c@L5l^!@MPxpr$;U z4nZIeA;m`oUWzP`(jkbl@mLIXtEpHEE$r>Nz#EiwO3wI!ccwbEwk1EJKF+&D^UZ^ z76?3o`ZGT@r$i`?=m}Rz7f64YcBf)v{T+Q~DZ1JN2ocJrEY$W+PJ94cbXwbj02o$f z5o`=ZppZ>~gZ(49kPcR=p`oFF2tzF=DT(dr872N@#i^?3OdVzDzReernvqTIyt63S z2D2cNbd!VQOYiK2Q#BN3bs++X5^IBC>I%OV6%e=BMgL3)5d;P}4y{V6U6_VWwUWRp zsrS;`mHP_`xo{I;4nj}^fLTk@0O?B1_K z;4O!{hV}!T@qB(6_j#s+}h%zzz~gMrr1G;N6i zqV!xa3+4^}!~<|Daume&8_r$4=-9?{8%{?th*T~oo-t~TWd0Kbz^V%GVt(s)wzU;S zgP1V8R%Jg<&gl_a91)vI`lzkt=ng>GV%QhCaHs~E6ne;}J@C2~T{qgOf z*OCKB&u0g0!tM^)jMVFs)LT7Ng6D=PLtT-tl92G)Mu9BR09dxfzM>;|LMM6yIq!F& z9)cw`j)XR7F<)Qb0rs-77mW=Ksvtf!0Or8}SX+vEw=71ATZG_h1_=gO#l$8mAtlW1 z?d_F0Y)=v%gj<#(99-O7aKg`DUUU}X0;htJPvGk?>q`$NBPBH`G3oh!P+{sgK;&g8+=1mlY>LDi z0|1HCUJ|Uva98u?s}1NWEg=LSaNSA!|A@-rMv)kE=Z~yBo!G(Pe>JLfI$ua1_A>egHP~I*U(qk}h4REpe zU;ghEklg}}o;pybZ3mMyrbUH--I34x1aVaQ1CAOIXmX}_aR1XoxE=PVYDDOF5EXYw zU;aGD45;qu>_`z`i@-kNRM|Vj{p#l=gfX5@QA2cpE&`-;dq7I-&tufH&OEt4cLieX zHi$`(O2ioQl4fbhW2k_1?+QdgL4g1O literal 32811 zcmeFZWmJ@3_%=F#bcfO)sDLyKozh6FG)M>x9nw9Nf}(^-42=>ZDc!9g%mC7z0wP_~ z!@KAAKj*A>opsLF^Xagb3z>PIJ^R`F-gjKrbS44l!{RY1zy;Y38pSi=l{j5FhAlla69xm?QE{-qm`r3JVIl8++`9=7JdG9)S zdwY0E2?)6UUl;JZd)f=|M6MWvK?pt6O}rowa%;>#tS|CKjt~eu?Xj|gzJKPg@XD#jxM)``BvB zosm-2v?EBEwrLEgs1#GKLLKEhnZ`WeCn-d?exfvAADgWqB2f_G!$pZxzf z|9`Py?ajnXKQ%NordorMZnvh+`>>O=ISGv-B=n3Pj1b$ zI6J!{#sqr0&pc207G2KnV64OX|7IOu$T9n$VVt7!(jD0m2KYmPTR_D^`R-crX zrVie6D&c-(XF@|mQ|Y&7QRgzPn8cwS>|3>w^q-}@{1y>`4c6hyvm!D!Hnv^vjUVur9KSAk_|JwWa`*;>(!vBYbKec0lU%i~Eci-E6 z(f8y(bN>Bt%B3#JEnXgdCM555bA1Z6`9ZR=!|2u!J|NIO=kqFMb>uGQut+|5`0(N2 zmSyk(uFa2k*4?j32QRz2x-uvE20k@3q*Yc{dY)>Yv8w9otcvHRUT0mz0(vEed@o+Sppy%hc=hU)+nKh%+&JVdQ%W+fq$C9^ zd3v0tvN@`%(W#zG{yTpzJO%Ofz^;wPV9LzluG$t>#Km=Op>@bND-h_aem zQc{xA-a_kR9Ua)g%J=+&f|mn)^@1;Y2sm^y|6HA$RKuQt4~3!9zptY*8ZZ8qI4-uy z)-MD)uhA?-13xiT%{$dhyN(QxA&}T$A|UhiD^~8A{JkF0Y^qUR%_dUgnZ5OsGw1iG zSbnKp8*6LpTln}%IXSwDiV;WX$4MNCsj0oatZ=PA%MmRHKNyeq7IQYTgW}H4{2@+b zUpg7xTf*nviUN+-kGCe{>7g(#NH&%zR;(@$Zxk-^(%+J0)|;^AU18C1V9+orzun*& z`D(X$shL{m4H7s+Ht;wXSfM#vQ&ZFLMBAVBak%8RmK6Li9R0WW z`Uaq7#}=%VDK++K?_SS zIL@xqZ?UuWw968XxRmmZ`owNrOVoD5!rwxHjWchiLwUd_X0|5UZD@~$g+)V4o7!BV z5_?B0Qz9`llgU0TQ{0^;G&EGic>>A&{W#DG`%X@k7pM74T=URILb#|?$JDp|Uuwh6 z_0#qfyihuDh0xr&BkaF#6%i3ZC*{rMJW*;rQED<5u#rVV zFWfVIqsyI&oqGnR<-d&U@C&=`{73L;+d9M9fttika34}6Zx|MNvW4PcXHVXnFmo>e zo9(?jhnSi&279fhu1+9-eN2r{#+0j>%5NU9mTd07{0g&4yZq&oRUn!)HdADCL!n81 zed@x(!oVkZ_`Upn>ke<&tXrh0GjhkUZ0Vpk?=iKyZgiizx<*7A-JcQM6#iHEEP~fK z*W-^BmA^i+uwVf`AWtC@?-nj@W3zZ=4j5*@sB+pLsi^=F1nv~8e)b|I8C{Aol%qa+F70;ex@3oU_XLLogreETbgyn=r zps$xZuwvrGIx8$>2?!((t8dPt8_nD1j%h*cJ5VJGTQNuxh-Q&pnlRHIcAla@U%UIS z(?d6M>=deDFlmc2cC$wO=S`IGpa2DoBG1EMlb}e}@(ThlIL zZRhKZeze_N;DLHCj&#rd-17?gqeqQaRN~n?$0rp|h1#cwzFO$2(#l2kM}%Bj9lWT1 z`nIrzGO^vJdRnJR7Jat5%l|2pz08}NWvjRd8HLJ{?w+>KIKSq8)*cE=PMB{-U33(P zMr41g9DWzY&l~lQWU8|BR_lAl<%)KzEyJm{`6z|x?$U_ErAXLV&BUWSiK~wvKYnR( zvl1&n2ZfP5!4Jam=c>+TX_odZfAj`J{|UB36j_0zs{_l9kn3o2tLW z@wQ_*{FIsIw!!X^QK3?_mg_>g=>BFA47JMW78c7d{5g+NL=fv=+vQT0AM*ZWh8SYs zzCI)2Y_n*%ReCO@KBbd7aaB`Y-NP+0F%bmvjh%)D35&qZ2OmCsARr;h54rrO1$OJa z+N|E~JFNQPJFVq#wY@Gl-)Fy*bRlQ^-Qi`qzPJMgRulwf4u+fzSw4KYb)r!(Be6C-9xP_7<%QO4Mzu9z^{Gq$XSqe zuCp<5apii55Cp191hs?cM_u!8Gamt7}3+z4o?g1`$EC&#Ex*n(mjjN2lVS3wC^|@B8hE z@q7v1?@VOq=utkKY+tII)q%^YP)dGlX_3JsB9VBcAico8TXZ+N@>|hll&MJ-Yd?p` z(y`PNUEt1}_u4X!kG&yIljW%WA9fVJDI zaZH9Hp{uEBbGkc^@&244Xs{zv716I>Q&CbXfI#}-*I)2vnd4Q(Sf-(IXUHf-@vee0gvU10tZFRn1< zRx#yud6{9_#UPri!%QbJd|Z8X{A|>6Kizrhd;{f+KEEwTLn)~db1!N;x@!L4OgWV) ztm*aAGm~8AIC`!Z)ze%L9~O^!o->eQQ^p_u`MiEO=cRr2QUw*V=`A>r(&+BdlfnlJ zXbQ*CK8t<-iq=xZ`F4(%&i8Ih6S8PW)!mWrVzir3LB!l+g( zEQ8Y-EUd!E5*$CS$neO;ocV9|ajp)Dy|*3GqjCc97{tq)JY!<)=|r7q;${EQy=M^p z1Wr39b1OCe)+IS|s*FizcNfT>2Jind$T-yK4di08cdbNpyfsWwuV_2?s ziJ`~!2`qoV)MS4xwb1=HPeoeQ+nBwkt@7r+zP_cl%iVi?eD72E%ns-M7LysVf@PGV z$sPy@#HU(@A};sZbJ9hfJ?%Clwx8OG5H(dp@QQR!WZVk$4gO`)QtugpR!U?78lY$3T7@(jH;)1JT|fn z#5WdyPPqtLg*D2#rf+5#A=Xh)wj=Zo zpN$*oVJX>ePWO4b(bq72_a~J1IWr6-%9{sC>b@8ac^NLMYen6lC*L6#>PRn+g+g#u zl=B0hLOwbTRK>l!YTXw8GxoE!#6yA!#xEy0`U}Li?Q;zct3P_s3d=01b>rC@Ayj)g z)0&xyX{|6%OjLA+Bz8p$)!W$l=iH#sVZnV=TnAF#I|5=yzvhG7PaKH&vSDUl zPIe=9pgEch&sa6lgIVCeiy28W$}JRUn&U(?R{ro4q} zrml=d^aa>Q%D!e_M6vbY*wy*|QsnwYrFCI|vwQ7~29_Wg*)YxE`TlLOc? z3z;kLdkcTtZ(bRcXt_>ZpEmoBY$Op9L#dxcA|U5lDWB%r7fVab%w0Hq+LrO4Wg0$= zYe9uqSI8RC&uSU7@p42-9F6r_?Cejo!Ca&tJlH>5UB4JN%8+|G{@4+^k3=LSc?HUw z)h${+{XnSpo}n?+qWkOm9=Wa@;iQGL+oEp<{qQ~TD3O@kZ_dfD4x$krXW{r?EhYXg zE{gcLO<5V@N;2DBUdx_*q(7!)u@GJJuJ3pRRa*+!P*A|ST4jZKfb6Rw2MoZYqQXHJ zjv!lePf75OZIFQ45vSR0>i8rmO^3p}qm?Qwb`fJU$z5H@z9qvly$Hz23U#ui=6oif|7O}Xz6K>V^_@FE3bivbFK-rau31qT;+#g+NFyRv zDcr|Crw6^2cCmznpH&U^!p6QNI!^HNi+v8)UH?vN{Z}6>yP27MWP_>(g#DoTHFZ?@N96i@6xG{vrqvO`-Oku3DJIUL7&$Mo#n9{S|u z0Ivj@LryMhTfXQOk5H>@(sEoS!@=tSo>?v-C)7z*QU0>@R4e@6Q?~Do`*vwT7MEXL z_T^8=i^%29!hqi<3zG}ENJvcV+@7wM+-o_?yp;JjWn=FBO9i5pF7hTn|9%_#!nwTZ zFZYi)=7FWo$i~avW-LrzS<(8BK{n{0ZC4Z_sM8JxrT2#GT+Mcyw)opF{_b)#o%SJ+fjhQyqKlH-oj&8v%!>ryGAuD%Js(!BubRx#=Kz zS4t`!Y{fTF=0gn2&42d1p(Z3I_Ht_tIxWo4kK!|{gXn!$C6zl{!r{QqERd8mf6^{&hW)-veiz~0F*BbrCHLbnU3z)%mJnOJ?~yD)D9e925mlAq(46J z11>@)UfQ>#{f6{(-kzgtcX4t40rg90P)zX~uSw^ePnd=M^ogBnAovT&imj~fx`P7w zp{$y(uUP$JsI(t27oqrZJ};^?s6Cl)bJoX?G@hQG1g8@L)pL(P;^5nkcAB{IkS=_*F@c&C!D0@>SgR#B`l!4&C$j!?uQ|1YB zd*iU=#Kb2Ld)G<=PpWt;OT%&awnT1jxry7nei)?x(Qaqfe)n=me4uI;b$xS@YPYuD zRR3<=MB}ZUsDo9g(ax;dL^#eae`1U?lazPg1;EToL7vgr%vH3uRncCDjg4J;e0*%f z!YCV9Gv4TB4^R-3J65$$`Zu!%4;GbBg>Y% zqs<0V1?t7z<{UzfP~sCHb>|zXDn%l-N&vn$(R#Yz3{Z|T)7pL_5|SDY-R$6gJK5huj`vpZc6QLNb^phQTG=v)>1zAxpi{SUuB--9E`I((%l1$J zY6`;9!5rG@J-}Q6j`dEO?0Zp}vGw}M(Gk=cZ8#Zlqw_n{D_50NT~}N)D>-X#?^7(& zVSUNUFSY7ILp@BOU8JO~)Yuv?+QGI`{RHEhhf9nE*zeto4{#aIRp2$LiZUoM#1eFy zlK?fw<073bb!}}sFr~qnRF=%jqBaAaE*!Y@K*8; zQ~{6dbbfxGTyi@TWH7fWDVMK&J-LrbKds=A3fIcF2AZTqhfw-52=_2`%ilPf&_1^< z=X_u?v5wm1M{J~t{JdJ|sLBo+tkTe!d(NKtb*)%5tmsn>-ac?ZZhX;B5Zyr=XNb7# zj54rjQbsXb@P^A`8*^BJX6jR8WAzG)*33&W;Gdg(wyLZ;u{(GzM+>zXS5{ZEE{}KT zGr)dMls^yZnnVr_aYCWha~$@&7467BmV)=-kr8vInNY(S^8Hu=Exz1tti2W-QpToQ zV-~wU3OdOVbNKO-vrW#^6g2?M1lU5hC(0P9IdyEoVriubh67*YF(|o_kesaI@(RueXX7mGayzy;^ly z{g<$`U4l87$j-K*)mj#&4CX<6Up_qVIm+}~2ry3Z(NcM*FTg?%iNACEwhCCs>6QQ} zK(m1XCuC<^xaEK-kdTl70e}N`(7$cT^@EXKo%@1<2_Sp%%*aI0T1H(3LuEDEL$fW- z{{3LwpK<0G3v_zs>jMDlB+d*4HqF#@0elq|OuiCxdhiyKmX(FdfukRTbM^H`+w%*-uP$N4t6Zv<%{b7tWZ#|?tbuZd=NFgT5PWK1#h zZW}Ys6%PQUkm25j2-<5+1t{n@@6D%fEeEO}l9DzTTBRYhmcc?`t8M!d*g#$UAt&_W zjT%cp6mTHa{w=uA3!b(f;Mv+C##zgoG*AVerCSy9!d$;CZ-gVAm0J=E+{F!4+h>!G zDorNefr{F5r*^UmeiI5@rR3#ywMl~q+qZAuAT3}Q&(6<<9ER^69vyAYgNifR@F4^Q z4G;>mfkOhQv6h1a7dX9Z08#gzWIKNcFsS!r9q+}RT+JohMikh13_G@`VS0UYjl*9O zn>9I}N-~k*LmC?!Z#h>Db0=nG5Hp=W*9;KTq&$CT2ZK@3(?3>KeSLwG{YiW=it?V8 zWd$xVz$yGv)xTED2IV>%0RT;ebSQIk8t1igzsBRoY_hUh0J8#UQ)NJ){U4{UDqc@7 zFR(TDxVhh&);cj)#}6*DnBs6{7k}v+`wKDm%OVVC=cHyOzquC3^vgC82<#yMf!T+V zVoy)%Po)doyIAJQlP8?aQ=3}=SG8+9!>)6U{K7SwPfNA3OZA5H52(|b7X9yOrQc$f z0!c#vy6+`r21*r}OH6F+XFcb;hTPHJ;m;RobTzQ_%s=Jd`Vl8Od2>LH3Gr)`L!RBF zFw->g1;HcUI!7E@^QGOVZ}iEU=gTYE`8N_jhkZZN$|7=}OgC-MaKmQZ@npNbzY+`k zo^};H`U)V3U@4S)ydFX{lB;>Ew;4Oau!bAHrSJVd#=X^%YN?ndmGA+3(i}%p@;`gF z2iY;VxL-N_!Ino_sJSV#`k?-1Zo-n4aZMlcw(-*y@ZmB3n4-zEpcYPRN#Z&i(H@ws zf$P2Fbb%c~PkGfvOa!QmB2AFFkM$=Dx-y)dccR2g{^@e}f`rf~qLYNE@t>)L)44mS zz6ilUPgj2+2E2w|#WAyS^??W8JLu9g}VYw4L`QAY_zfFog*Mm4SLgj}&1M z5_02<^QVWy{Wl++o!M09FRi118&gYfuAcQ>aj@nd7Bet}dwQ z|E9szI1TaoPe}#x(qmQ(Fb+p({iMp6Gbu0yeb$g$L8s}kMNI+GQLmVW*m<{!oNRg4 zL1}U#;^pk1rK*9YB?Z4!9p#=7uyiB8H@dxs5L=OW2nsr?l?CB9VViM+KHOJZmW4S> zA0H04wVLP}EBDX>lPUn|HyISq2B-3+P%{|{ZQti%+YZ(A=@IMp$?_&S8+oPuf4}Tsv zzKtF28G0HrUPkQR=2)(az-AP0s+VDBFE4~}-S%CA$lSCv%K2Af_@)L>0mF;D?Ej1p z@ERGL2Jx}4@PH@k0&rc@wwMb+$Ypvbt8X)?3=dCPLdMKP(Tyf;ddfXUTo8>{`S~5r z6^JcBY+&8}dQGkSa!_)(Aa;}3SSsQ&^*b->9#r`0! zp&2Q?8wNvZoxYF2#`uFd6)ZiS*-t7kNj`b`hE0x`c%z*h|F&5-=)Ebw?J!+=A3sO# z$vma~9%|q$ikGjp1nA`Ew3f0{H+Dzf#7J{N`W<<81jdWviyz0tdbtNEb1SJ6%moxR z%K4TSFaPrf00jDSIRDLNbw)DodjR15s& zONu+|7{3;mcu$+cyq%@(W?{adIE@t^<+}rTE$d1CQQgyDYRg4AOU--8n+iLGfgbuq zKs)^2iZcyl?W4&ZnSFq8dE6bVa8HM;w5WL3AVvtZP-&c|jU&K?{CohbGz3!&Z9YE~ zbNX0}MM4ZcVj*L73tc~%T;6R)1un3!Fk(guxfTUrs)EA)5IjAc6+_b}tFJN0&X5qD zU;CZyi2J3kkL^rhDZPHw8^^H?Ft+cv3x5Do%3+?Nt2=(%y*|SrSfhPRJKYv9W_w|W z8MVmn=}8pksqr>8zBJ7PC7SRtzYV^U_2C0Dh-s;~XwEFrG z{_;SVR!ggqODU`GM^2BR+8w&Gb}TpG|e*5m4UU*nqI-LUSVMJ$EN_0R$l~IOK!YCTUc929t_oPnf}X79H-gB zzjOO?R2M*{mDZ7`I??yo!DN9NVd+~h@?@(*e7ORqeVXz(pIg+OEY-rP+^F8P<0|;s z=wwyFW_`VT4x;B`+8zK3OHEr^rzFvzR4(apON^$QVUkTmH@5zY#WvPNu`mSpVQ zt1?1rt4rUQH$q#592|;Px!@>1t<`9j3BIm%r1Ie$5dOU9-t;pVi&6NNn7i1K`$C8~ zaKnTiCx5ffZwlMn=^;nE%@j;77nfx8FZgR^vSUu4Kt3k*{}d7>w$hRN_6?le#o;o> zOs_acJicpIk6MG0rG=n8x91H@*nqy1@E<~E&icM*0WddAo@f$`_q95@U z>66p-LnL!&LvSruvxji_GwSL3ip?bB<~qlJqy%5mJwF=gSrsNV9;i-L_a5^E?}$q5 z$xPm|PW<|NXJhXfMn$uL#%tP>1CbNjzkhwIeKv~UewHrK9#v8yR_iM5XSmQWE-4Aq z-htoD9xwASzjUrvn5~1cZ=kPHHG0nt1F@AGHi*p|D9QB1i7&jvoW z%KSR1Iz7MKip_6Gt>wm=P&`Sobn95UvQB7+Kyt>1ObWotQd}{78F*0BE z{TP?`Iq{_yvkZZ*4Ax#Neq*EBuKV0nX@#s6q{h)k(Q-OrjXxlu(C~1=ES^NBaf_c? zJ@#!}`)yj*Mo^@CHdhXdn25W(IZ@5liH6WdM$W@CSIk<@uR^{8RZvI9;-mVx7b$O@ z<{1`(0p*6Xx2EcLkm**jZ;?I7csVD3@aAy`w2&lYm$;sk_Xt^JZG z-BHm?Gd@|;(aQHs( z5MMS1vrv1gwUJM!TTZS*q%aR`w)kk$+(s(jZ^ua$tKO|F5zam&i%%{`K+2F-IQ;Bf zvBnx_4lW;j)7r>PX`TMmy&1(Tx#8&SxbZv9W(X<5gJm+2NZP;19|SKRxodAyXyU)B zN_{Jp51J<^P;rG`ULGz^Ld0!c9pwf2ogTlU*;_5!*c<)Nw$AWO+ZRMmQ$BXgx+@K3 z7YgLIg~wJ5Afu#wkZT}E3TNZ=+`lVxe!u15wc|zYEQ;$QXjh2GUs<)Od@h-fvsWZC z^}>q{+N8OWx7eZSs_;& z#U`U9V~)SNTwG_;$_)8%l_cfdW#BpdxE)0MKg9J0QVMfMKF6mg^oe{@%cUR;1`zwOM_i zU2X1VG(9Tl-!v?)<@4paifa0kV_^MVpNdY7O5At{#_&=|Ulr6wy?VuQ*KPWRTzj3H zC~DNKUQwg}AZN%;T(n^$+j$)-b92?7G5bU&x<0FYC<=3iXBqz_8)=cM&erX>-yi~h zD(AQGnQ5W?UkYLPN3GCY=Vw&AA9%Tn>Uecha}OK~7H+cNa5r#+TJr^tdPpa_Bh)suO)Ps+I- zO=42)JAHY1caN4wQzes$j~ZU!A~Wo)Hpdg@4jHe-8sj? z-0A9G7e`0fZ2gc6J~>M>l}2$K^Kw5A%60`HOaJ_P_EV1hRJb69Vf8KHp_iz4!NkOo z)77XL3Dh+wyXT7n9PPOJ+cb|1?`$u)7Jh#GIGkBp3wro>d@a&CLrl=)u6a-yqC(HS z+iY<0b{>b-OR*bYP(7A%UA>9P%tXQPt}|Vhbhjqd3QHbx3yZ!1DwLtQ%~5UE?(q`T zzu!r)X%wKuQC7{q7rZH73mCw`OL3<_r6W|PbNsuI)`g+k?Cb_bmBYtub5-A?I&Y>+OgW(lz+>0)}o~FFy zDapxpqK+dy>2e`W<3QBo44_v4MjQSQrds+liBtOY`Tql~YEoQWJQxCq3@f1AH3m3q z(eVX6J^dXkJ6l`*1%<}paGVsodb2ym6O)!^h8Ee)n)lh+)p#C$D@AGzTwY4AIy&LxB%NNhn-rnA%^z^@TMJ{JNAuY$>R_UdEd4X(duq-ZGcf-Q>B%VQZ z&J;-aByri;3JLvJl+UjH8m@guT{1tsfO$GB%#qwNX>YrFM3wj%0Jn4BZ1C@?#Q_Z+ zp5CLtz`(|w*=l=o0HZ?g-@nfU34q|Je({}XV*+p= zKryx5vg;uM?DX}KJ%&a5w=)Z*y?A#eB@y7lq?DBPIs1!afZQk#SJ`Q%vL=-z>)ec# zWfo2kNSBkAc8Jaf`A0*2h7Hsn3yF%4&JgtU!8{`@CpH7eV>Cv7^u1cAWkoAOHe=O zNjxNXx&5%Uut?{=qsefC(A5d8%n`{uIxH6bU`on!#_!)f_H!L~0#2Vpf58>P14>m% zsR^RV#c?3Ib(vZ9hhs;6c87fo9nTI92L!w}3sQvvWI8B&YEDH(bq1)y%=pE4yojRgRxygUrA6r<14%A+Nhi<3;@_dgd$D+v?q~%Rn?WWi zo2RWo^@v9o0|KbG_X^TQBhB2x8Qlasf6WH`J#Q8ca3#&nGvRv^{U9|h{63>t+PGS}h|m#H`STL2dkZ?EVYipwEZ+UM6M5!8D&*f! z({T1;Gyo_{g9kuP4R0re14O;iT9dQ4ayHLMU{tL|mvzsKbAftjF+{FQeZ=}9hg|-~ zr921ThB2kYdjOY!B&6^yR}COD!!6;YO0U!IHoSOMOu0Qyygnpe_IRa{1`^V@J)Mw@ z`|B5giq4}!v%$lGp&{h$sZxXqPbf$(of_cqQStprOYQ1|WTUQhQ3l?XV$5wHAFfxK zi68OlmcV0T`rb^rzzSo2yho)URJ35{1iwg0<#{Mn8<{25SytaQQRc>9nkfe6XlC!YH^(98J$e6YV9y}uAtIAo;|ZsJ?+Y6g9eTxi|pFV5r!cYK49y3E3) zE}c%ufuo@=Pyp&Qq#`!Jh1~4zI*A1yl^6m-8R2dERUBOXMCzj6Mh&{Xs0$AOmn&IY z0~Fp7oh61krq)sy6b&Pny|pugFjeFeG75Q!cNR0UzF0jZwz!0mc60M0OId`SXpotX zhV*aViG*N-!s1vGe(74hZSGsQPF1Q?L#2-E->9jzHqX8bcwYhjlQ&&6$$EYk~yu^B5YN~;<&P6Dm z&)lKzsi;#LQS2SQTy4hcJ1+-PcBQEH3Lt;h4iBv^yuGd?h-)sQfd)p$IBojF2T(!` zK+W9BH?wPC@2ACFB&dkUS)x>8k$4<}ZKv5m@!gCMA%TquC`#VcrF7FPZ(JT6MP??l z>SQwIQnN{s%aqq$+b%#jCXW`(^H^0iZeKu(b0zCy4G$#8p|y3yFt!t;k1sZx*cO_Y z2f6$Z$Vq}qR<)kjGbX5lo+4?QnL!3@y^ zq&|Lcz>WD$dXVF%i*R>-vl_wbug#usn8B^Z3p9{ceaE9c6MIB~FStxu13YhDCR3VF zx4F>~a3V2Gs5Pwp;XI|^>+4eP?z468jVuCQ0V-{JT;;&D{ptnBaH+unZzVI`A3&tU z#HjnM976o3?NSebYz7Cgc{=rO^Zr0&+_+se07SVFC9$i?{pDy%*1d%)FueN7>LH}T zWm*_8oJCz$E9(%TlFxuRH2{!U=Fgcbl2Y*(L+s0)F$V<5!BX)%=H|@1$aOVN zkA~#EzTY-l+SpJ7>e1;s*9Uwvr;DK)F-2g(5}K>3(^bmD@*{V}KoXnM=J-x_h7U5fvCOXZ}t z*J(&W5J#{-Dts5yQWZ6j9(HrR2dAc^>jP?nVv}kPAi@>R2|gs;+}teZj+pEphB;3LM(p>>0dHJT5nC6NLmC5qw1AdDky+BDa@b)&3 z#8zo_W^E*3z`cE54jRK?93UM6IZT5OWPs7VBg-#+rro_=yEH_CqU{*%OWE<{&Ue1sj-dMoSzWg)H zHYl~l3;KhW%RgmO`n8829_CsrLC;ppn>Fa*zZ!4B2BCSoS2^({Xs-Uqn(4~b_Jl*| zZ#RJ>Ua=S_=Ps+VShgzBTN98Q4^kHJ0TsV@kNkX=s-VGvfl?q#w4JW9^WIy?0(O`P zge_5^1i+!7rR@dDs@80s>vMzq@u%oZj;rrKy7o2YIX(7dDkXET&kmPS@&r^tN{Rwp z{ZS#r)*CcaP~xfyr3;N}*Ffs7j7Qsz6n-qq_2SnA*O8qpw?Y+`?EOZ60RvUHduc+t z#8*Gpl_}|k>E!`JoX(*k@_{P{ggB3zeVn7$i5)c*)*El}wi0TB& zzrSO}tHCX9^G)0H&65V-4;<`_uIWNoeW{=pV&bN9-hs>H9Ya_O-zeyC*d9|%Q~f20 z>T>CuxwXl&)IkL;TFRS;&4x6jh_xUP7KN(#F)p}hwk29CRVMuJ3Xe#iDPbB~$KMWM zTY(-#-^)a_jc+rv8N!r3!|9!liQ{5>x~TPU$y1wwej%*V&6}+Aq?s$^RTx$xg*oxt zDz;Lrv2CL7N_kv3WaZ(H_)Kk`UBD9IEKDCk_f@-ShB zn4fw59DTV5mpr8w7N4Hdb-5@CcA&6qWF^x<+NY>&ZEXQ}Z>{#s;fP zU9NF;p!xwDm(;CgRGy&#^s9uxZ8BbYbESri_^NsGwDdw{^8s%sxbEVZm9Opy;>Pl(?0 z<|BT4lq*5|)-!J@w-Gt*zldnFlpfn@m#zp4g^EjmkB+1CB1r8 z5O+SBWE!q8QvtiQVd}Aj_>@OQ5o^mUXv+XTdWDL=1S|M*r~Vx9FPTSIucD(zzZ&pF zL~6I!o@`A*oyNF!TTdME+C}VI&)sMCEl0}W#-LAt&U4ybtYmx2>(W5$m;a`R%3C3 z*uWUc?lp>6yM9xas?l4tw?rF)CD)6IonhRW=p zJ&61tL6$37?+^fS~+rABdN91E*R}@%gKb~2TR(rc~$U8E`7YA;h?+ZswM7QxE16$h)^XZ77R*Q;L$71p*ec6sR3YKt=g?%$u*VeBCLV~oJ*sUt`x-(u%t zTfNdBXXKJ+We^GTeJOvq`bV?U#n+{EUBRVZBZ#!(sW~LTv2x7@ia5@jUq|(+8T~$A>#31*?V_McynD#4!x-5{_GC5y?wOjfr^?TC_l@ zE;BCuLh$8%BkWEQqHlo94bD_6d`n2pfssao_yXKM26q8M+h6DYpwG2Cnw*n^<8@`F zARZ}0Pqyq@D$Q(Lh%|7~_wL`10;($2_Y9z=KCy&+tpV+`XYqqPU~bMql0orrL#+%; z?+~j~O{7;_lvkUmcIShD%4NH>88Wdp+*gge`~~2%X8mm;S{fQJ<{Dn|K5zQ?Kr;no zt+XB>-~Z;jV+z@A++ZoxLIB)82?J3z`|Yg*1+ND>`2P**obyp%D+{D)U(t$jfE9`- zLT$(+q;QZ?Bg__I9TI(-;Sai(Q@yNChYD{n-v3}b~mueCC5X`|>N9G!|zaMqrkYk$uv9Wbre>)`mu+KL` zQWgkZS)ylB4Hu3sga;z#vMPOfuTHQ&(m=%283@;n_8Dw;%h>4znq!^f+ zBR6v3I-rFP;69i|=;~4oJoyWH@jwIlSeaQWXpewY0*NS)Z$5JyPh4mXN4~8FN^|I4Io{F1O#`vxxdb#4-O7M+Jv2uo*sz&;8jqsc`BLx z&88O!?>6T^j?>i^AZ9i$TQ6`_t)#{I=bSH7mcAZTI37IHm z|Imz+vVbe^^NO@0T{H%mX-fjYUBkj44B~EDKqX8EaMhie+SPF*%Li<1;owUaMn*>m zcG~TSSOA~~QCC-&fa!Z|?u>-QaS93!OCC0OQz!*9q1g?(2Jbx#dT9zeUtJF}@k4*VfG`Fl}LXusExY_G2Tb&m?|^PWoU?ldVM zZjgWh@HIkuPvluKGDn_O5JwGsF@!FV7_aumbBc;4vnjpy0N;hM50Lz9Pf5_erkPBW zv0uL|IwedW=bcsXnvW#V{WaHLFyCUKPu8PR%l*Oe?E_4+!tlUwEh{m&{!meJ`s zNo}B#?bhGXo2GmUvV!zZ$AE`=Pj87fXZ+kP=<-JY8;1A;@j2#eC!Rii3Ix3QfS8ck z@4&&h_Ams&1!%Ne1!e0!dHEb*uScL!KiPR<9<*qKZ*^Fmw1htp5%~zj`NBZ=eRZuH z!cEZ{-eUeZag(;;fbVSU9@munE_qCNVRzoNECt=#1pC`~(AhE=xnj;GXY16`Z;`!^ zmZ@$^K!rx^*v3z@aou4zQ`CzH!g+?qnvy>CSh@u1CVm{lPgY}UC-12A`MVtSRbr3+ zdQa6;5Roy}y7Tr}T45@x5)PN!Yw3DM4BHwN8@t?I(kFczs9%bVX~PU~xt<*Syps}L zhm*Tf@E`|BDgQCvA?1Tt3C)aR?Ktodf`I7Dcq#V0pMnl@L=m5!Tk@COsuJrCw@auc zjBr*^en#NFf~Ky%YW>7CT9&)NZ}{)xS3U7ao?!LWYJv4&7E>aO3>A|?F@EQhDZ+}* zyxDURo`S1l!a-N?ziRvHs4BOw-L0sIAgG`yEg>REDBUV3ji4Y6N_Ur}B2rQ+4T6M- zbh80L1p!Hsj!k!LV$*Ek&e!vu-}vqycieHuz4!cc9OK=*vDRE`#+uLb=_ddmv=2*rixagvvP#07tZ zzt0rxBcW)KFyIUyAdSsknsoPQwNJc}Kzlq@F|aha?P$OAn1JBZof+&c{TfHt z?;n$X%oVh+>mS zL3iS3QVxGVb|ueSg#nTp_fA`$IIr01BrvYndPzrq{CCuuVunewCJlmlO9iuE8je#T zQpSb5e)=g_#%;(>)H0Ai#~*L|BG}%-uuA;xMCJu@j-0o3kLaWHxEv*VBZo5fXP5a{ z7t-ov*p9dZ%}6728NP%P`A6PtD~iroj2F3wp~F=*$%}cS8}Z3eBd*sku6HTqPOrV{ z_M0O;hw14Kl;#&$@$neTI>K_ayjm*JS7aC#p}f_n!l^TeSJWT>!BM>OD?a)tOh1L_ z@e4l1Ttfpz^1PSNu3qnK)uc)^6IaI5Jh0HiZU6XCSDLg>d2fb3;E2=sM8jRH@VXbP zqJb7(OIqtE=dbk}+X{K2H|@rTo>kT+D#@G;skDl?pm?{tveuI;nUQ7GvtWS-pIQMtYhlH&0gXJkF za91xUnpxbt`;OG-dhacIJS(vQi*y8f+^%1QW(Vpv6N!e~o5b8#xk_G`-)hFJZPS0= z8erzH6D#i8qy}EQEz|L){?w=9eC*jy<7;6 z!SP@`qWsh?^?Q3-O&FKA^y{}vAGP1iY2CCd7W$#k_RgmQ?IaZ&FYv%9?%?isEO&=# z@v*Wx)`Rt!sv_0cy;-N;<)Lo`rkDqw8uOl?8}~8vvo(KeBaP!2-tPtwmCR==EI-~# zo)L3%y3S@y=3lU9f^DlV>B|3J5)gZoMYXJWR(}|MZsaol9%(HX`@Gm=RU_zU*r;p! zNvxpQ-D$P8?n8NW+VRRc_bFS7hXgMz;`5lkmnsw&F*WCi8WkrPxECE|lC!l7yx_LR zMoPvO&aB>eU@VxLVp6p0**st&o_|L9sid~#Mr22!uh}C4-GW+$Ws_4r)Wb?@=8C2d zhsWc8x}6rs4?-s2)q_uBkNnTXu(t=?GcP!B?8kE&*@~AY7YjA}JmNeXyt}V3Ca>>| zCr<+dvW~o|VDP1r&caF1bAsrU)l6OO^`XQ!w|nEr9oqSuFy1@VJ8Ygq;-!9qG^c1y zii6u^i_=$I0WP<2C#mHlR-*OS!W>n|7X!^tS4x>{JsC=yUw2RHaCub=(ia`_-r+LL zMSG`?T1%3=;=4{?$)rVVa~CJ!S?z7SHxh-$R*$Zf_;9hP6Un=9J#Bu?rZ6DrALXGg zOkY(ppP_(uX})r_7xpwNc2xdpbe5P%Me~XJKL)YI7*8I-c(MLOyu5&En}#B8pXiNW zgw*Lg!%x;l18p7semb~}k0r^*Gs2D>Vb^gPEZhyRBupbjo;!|HQnlP#nSANgFLGqZ zfIp~DW-$m$<25?j$A5>Nndt6f+$Y-y^^r%mL*piT*>iSnc7?l)iM1g)7{X#*^aXw?oyx_7mY72Mr8bzw~AoM=TW zul>}DAO0YKi%g&EfI&3McEqkCIxlj*i?VZF=C+o>8=To7qrL32c`;x`B z0J(FczMIu(?rr0!SSqyGZH1#kFJc99L*sQacKs@hK?4 zTE<-)_x*fpCHzcpaL_o(tGH{YKeh4e)5#I&X^@}JQMop@OOMVmJGzry;rWn*?beZp z_u+%D(H^EByZ&or-Z}*16cz6bkbQf5*Rj@lr$}&g!?bzGV}}~&?I;3=bIy@B8H&!n z61b)KAZ(SXl=kAXm99G4z|D<)U&U@iHf6)_>u?7JZI)Q^02v{*kE1zG!ePioa4B)F zUN!b?)hEg3j)HB0E_BU%pA*bmFNFP4TqL@>-J2UVPVdLWyN_+P^Q4K(XKo15C5(=f z8^qaZaaQcni+{Kk^POnMh^n(&;p&CKZ`}=pEw98VU&Xc&^4~VDqo^6$p~aPTq!mob z+_VC61)I{U&SE{~J>L0yb)R1ki!IxT>*CmGEuD?lZicMkaPe$Ur`_bLj34ukxu5^n zJqg`xw{0{gc%~9J#PYymd+CnN(d#AEjI zt&387PrOfgXF-9SdHcxQ3KydvktLhkNt!ws7q4~{QTMUq=}X$OTYL|VGo{(AU)~(b zZ}(33Nhdzi^Z)7JiV=^o74U2!OYkzyC>Zyze^q~O;q=d^ z0{V%_ad* zC0_=zlb0nzCXY8d56BMc6q-UT$U2i+H^0T!`Q3a;79O~{9avzkc?sv*YB~`dgtx^U z3C6lI(+pX=3^tT!n121BGd%Z9xOYLuO!E5Guyc4NJ1erob%u^MkFe*Fn;H_HVt2wA zp3nvd4$b3pQ5sjD69iRAu8qGqxqs<uMu%0G19Fz*gX4`jYeaF=LZqLd*fDp|U& zkE)2vm0mgdh?gvR-%gG8rA%oWt{igdxwFg@&sd~Q-s8Ua6yVtV1&*5J$ar+y=FA@K zL=Jv!rjnd^=25i0IuPHn<2K#Mp{$Fomgtv={jllbpxMjvX>T=DCih>*QjjHMKo&S!tJyUl5tM6|a!*en0?7*F3+v`)89`!C3 zZG7!#!0aDf@os0S%ac8U<&KMO`3zS@U#$AtEqQO9sWnlNJrDeIzdjKpRHSv$DpWY# z^-q3OPd@kW(8)+sL{acKwkU|}?edJ~9KBBb!Sv3n{PVy|Z^b=(<7{?woiv{FFV45$ zp^2Iw+8lM*rHmmrATyX=W;drBs{W&YFTJvJm%2R%BPk`--t^)gp+>bOPZz)PWHDcI zA?s|@Tf3m~pbhKpm^(KKJJ|}!;a-`;nJWrs&G>zb7eBNOFFRg2Xfdn#I-_kBe?zJs zU>CuGk0XbF=tO657_R00)(&Gn>E#t76V5>xBQ7(HYL6N&NX z2I7|%%36h(?J92LNs1Y(gnJ!(V!G>tj1%Gr>0VSyK}AHVN8kE>-l%4Y$Xu^)*5tgsI=Caiyyiq z(MeUu9o9)p9p1N><#CsGpDs)MLDQR_`*ghBpJSvn_M(S+#FO`~tsVCXA9NL&$ZP#9 zP4)8hsAP3!Fr zk~}GwbAg|}zx5?8u||dCRUbP1JAA6=dN8hutC`E^tKg`+=3`YSxeoe;(;1p=CM99k ziU~XXPT82yYdngl*U1>0BmyNp3`&>vpKyJlb9Me2LV2nBTdbyGMe5IsuLSQ7>vEjW zf*yOuiBcD1?8LTi?QNe~&r2&>t?S*>Ml+`Bb3z9Pc%lNrb7Pc}&!iY{T9&0-duj{! zEJzK#DuWv&zUa_ZtTbJSbfh2mo2G~PAF`Savb`(RsMtL{?s;LoxRYYs)t<_X=9UG{_i>2bW3cX#*~<&gNBX5@XZ`PZz? zXouqG#>`BA7Y{A9OFnVQ&QmN^%T1~9y<}T9mhb1olY`?Psh(0yKF|%^2Yh;=n$Em_ zfzzQnDhIMesT%>tnlyq=zPg%K{ZZ(Uq&Sg*NOawm4HwhpYb@;kUIAN48}1kC6yI6F z6qSVADreR!b(3V7|M(ylf%1^d$VnMrJ}k%j=8YsPIW6@?g8R zl&hdCd*8c($miNE?zjEFHJ;sj7DN`pD$e_%epPDWem4u-t)TQ(=83zLcKx(F`@13n zd@AakuwvQ2>R;WhGpfO?-YhO}pTVD+t*X*cJsYLLLUD;w^`VaB(;zel=1d6jFRpe| z%RP0|ChbzwiwR^_;#hnvis&N|Z?KJ2SL`R=aC0TZ_LUc~6KU&zU+^gy0KRaW%(P!S zy6BCXhkB%TtVe4N498hZ-gIdzVy(uqPr7$S7Vh`5u!#o!_WkYfU8$`U+x1n+^;GHQ z`lH^1aGy3jrK3%3nwA>nP<%~~P}UB13DX_)`Cb}Ts2L3=_7jhyY_QCiZY~LUn3Yh4 zzak-jq507@e!Bjq*Iv~9ap-sW3B1Fd{EfY!m&2n$rvp<|oS5RJ1niZPx_Jtj>_6JK zYk7JVW^2KaI^6GF(e9WkeYfjUSDvG!t$4@&JJ0@!UBXW0N}`(nfs*RB@l@wpfoyP>GDHa#HUhS!DhKqz7f{z&bQyxX^PQ7hw)ODz6)zR*!bPik&&O+wcHNa9zGMEnLV zJ(cpo=RIWUyWHVV*s^^lzjx`3{2Aq)+uskrGfOk82o!N{GA%x;z3)Z!K;Rl9_wj&a zKa>aR#o-Gq>|DHSlqN_wQ!bb3S*1d#ro>$#skn~7UG*`dDp z>!Yg))(E?WZXJDk?NBeW@@4hJBWfL|8;LmaL9+ZM2e%s^;ZGgKn;aZv>GTd*e%t)$ z0N<_wzkI*+-tfcF>(I(b=cLkU+6%(JVXgCAM zF)}LoCm5?HIJ6L#o6qL48R;|WbjA7_l9z89YX7;Gch-7x@WRw-MkX%5)|U!JxZ+UaN% zwrq=bznPdSjs}adCvHPrD$MHg37Nj$rCU_JW-=O*u@<|YGTtiUilb)DTW^-}`Y}h7 zn>G1WPFk^lJ`MX_K0BUcLWMp%{`JCB?LwyR)`{{OF{X5!F<>LkfdCQEpwkhIzfB5nb83 z8;dc?e3YxSVKba?sJP#Cz4APSVZtiA1szX(+Dr9ywvMbcp)`g{6q;nLt z7irEFiW&>~EbUKL;G~df=0;gm@vjp3XOtHHeT@C*mvY9xaAdHnCeFQgzrpv)n_uF9 zOpRRFhaIIJI3hVAt6KahuH1{xvAkote7Uxe(ODWzMN!qJ6!3~vr+bc()7pVe(UPBq zkvmmYIduZf(URKYp{o&J^nNPcXpbK&ZzYoxSI)y5z4P$4t)bDwDK-JNOP45%TvoKA zm-K#sGuMRQ@|jyUakWdBj2avn%)Y<6JTcS>X5aQK{yc0fIhaSeC5bowO}4V~I9i?^ z)NHm6*)y*mIIs4XI!xZ3L_&bP(yBk1D)jM<{H&r3i3Se}sO4_1c*Bbqa!+2!N9ba}JFtZZdad>aPW!bRqejU|W zbL!D(rBdNezC!k!&$Q27ICnR~=NxQM!XKMulXO?CMi!6gBy9E~3ET;rnpzl`B>Y;d z6>hEHZawjx#eb;{(=syrHFF~oBC6trdu=l%!Pe4Xb|t}<(i)N)XuibF5sEAw1cc({ z7t#Fiq0YCy#Tpabi#D1Y!u212+?%>M8~G%*@nb6dYnm3FKi3qk|9-_&6jovC+f;`R zYBREQV=MVV){;!e-1d#nLw?}qP0t2jdm4RPt+Mq=q1qCSg34o6DcEE89kwE)6B^)! zmO3!VH_CR%yV{`r(cK|A55U+;l+E;Q@?;cAIrCC+u6C=BwB5)dcmkdBzxK=w&mQ> zxtBC|UJ<@}#F`rBxRIumqpAzUqD%ZDE=wup88W3GQP(FJv$u0*{7-VN&Mzn@wUutB zEjZq*qOSOOaF+QM%h<|nc$_u_{N>ss(wCeZ<(n*kNGSB4)Du7 z9O{%mL{Vf(37r)3tia#X(^|cteY@2REjkbSrN8f$u1jceamr2jcXkZ=qMhD3xh z-zA3d@8YlW@qNsNJ{@fcYBJ5G7tUZ0=JiahlTJ!HJ>;#cA~n^ReOm9|U`{Fy=h|Cv zHzgH0^)unEp0C2yJzx1t`-=HmYU{Un{o3y2{gf5|91frjf%g_43fsM#`FD9B{)mQ* z3&m+=ca?0z%@-?+AtEDjbtHlhQ33|MCL)dKpR<*MDrsTu?Gm?}Ol!&I`G`9k}w8!!CmR+*{Q?00>- zDadAzom--Bb+*nolxN7$6!>pMbCM&B1egNZ6*~;&h9wP8GH4pX;h1 z+jg!E4-29VIurb7fflTS4~RK3FGf+U9Tsi7FZDIbw8#>q=z5CWPvQ$Erq+{bi-_OZ zpC5(R!s?KAtBH3UEfWEX65P-C%pedajJ+uO+Vx7i+Rc1M$RuHtN|0v*rak1QvmEl8 z4F?jVD~U})jNC6121n~dmu=Ja9*Z&hF=BM?LMP@Iun2KOj|LaIxZTr7dYiVW<4ebM z1}5a-o=OneEzGilq5*I^RO{W>J2g2IHaYFj^-e#LOfvuV*NXD}uTEJQY1}Tfzjgq# zalV>{PE(cq==9n^crnyS?2LRHr9(Lxg$1<;M3FWSFY(~{eyR*`vTAE z?vFNjUFk8TNFo;@zjST}I|1+iScFb!!+xnB$Z7uguddnw=Vt{_#tc9U5!!2geH~$i z=i%W&xa0br&_Hp$CF%|@&|3%MSY=3lr z;_k$b!8bxrmub_)Cr6_G5-{-Ot4%0D;EZ}rM&JI!pEyq3OBirLI-YAkr>3R^x6%Kn zz^P$-8Hae)BGtKr$-F}}XOwO$w?fdZ;5`{upvDOZ6=cFjlB@w6tfx{mGDL8QPYqc+7Myxxs(Oav*$nr|-iyv(mXjE}o*3iQZ+4&kl~-9!O( z-``xhod|6F1uwvU-z6rJNIE#&0%e42H*dC~JAhmfRznJa#u~ja-@ZwL(KK7D@_Fwr zQVuGawY(2~WVa)9*}3<6P2~dn^X~bN#>2=Ho0t-O1HhJ%b^vIomUnZjDDKcRGGhMz z{kzot`wnmh@3``H`vNVkqLkDL;KE{s9ujB*ru7A$%2=Sey=ByNt|6RW8Hm2ZMb}Rw z-8|e6Tl~@TckGWLegK>xnIy!^qCTBCoj+3-a%aGysmh8vP+d-Fa~a;3*qdXrsTe=? zP2q$W&~&d2m?lTUoPzj*`(kc+GvA60bnpYs(;Cp)U7(_BhQ|IY0yZ>Jp*j5WN5yXwyAWG8H?WEF&9XswdR!9x*o!v8bsycs zaKuFw932=9!w5Uw@56v+W>n$FJEsr=BZ%8QEB79K z*j>KDj~zWN30YNNNzLm7;bAEV0Fj!X4uV7)1^RlmR48tRKk;tuM;jt}k?)mZd+P*C zbk>0)q$#=Px-iqjQV78hq&f7QM-le8hC;-fLdnezDwUT9ZLUMcc4G%D2nn_x$G^{^ z*z^7q0|$1;&ymyA{dT#B&Rcda3ADZw;S-S{kMs$rpsq(5L7=IFUkMp_TjNi4hp(b^ zGMB{WcB~0s!uh%UC^dNO7jpQPf{R(~bGT&jrC$U0ApD@;IP!(s`QOJqegyozSD|2J z@@{i?WWj}UQHG6o|Jky0f2UwWJ6JzMl%?Gx}~%8+zad(2lkDJ*?< z_5fe;MJOq2`VA6D#eaRT@Yad0C1oiDk*omBs5vzLqcs;+=c8{ z#}o;<=htOz+0%yaF8SDm8xOr)Wt8Km}upo@MC0z(vc3FhI4#Z8*Er)xF{<4|BC z=}Ac;7C3ns7M@nWmYaCuTayiwd(Nz3_vyUxnYZwurg@-qs&)RndhW@=_6=k|bxBC# z5o@$l-u5^RkqI0a(s>c+tlZ$5Uw1 zmj2j45dinymkc=#f?#AB=56Av)BP9+SS*ux+1Yn-$+DAk4GPs(jF@+omgWLrQCwhA zN*<0|4!g54$aSzbPtV=Pk}%uc9x)iF>Nm$zP!Aug*7F@zy{3&5`An@66V7!M3zgTB zN(i+ADOG#IP^)8HWVhfX0&Kk6{uecZv}4o*d5|5?w%O{6F=^BX@gws+UToSbL@E}v_>{02-*`GFaBrZ%hX9I$ zh`mCFkN)TSDY*V@$<}Zeo(#pP>XB_{;qHYoEF(;8V8V6Oo-e(?K~q{W-N~_WM>-SO z)u=XL-<+re^wV%M;o%g-MC8OF?AkiN2uvk>F&$X!GvrSZ@K<5tOPW*OJP{k!PJ{KO z_!7i`rwp9JJ9UO;v;_V^dBHO0diNowz4WLm z`dM}?EU(o$bohj6S2Fa`N`*bVwR(%J!!1@!$iwVhk8e4bR{}%8DKB_q8FxT`8Ntbr zg2t_5zKzet@8_;+*&qPaz{d~ZQfftd>{AJnx*rpNKE>RsST=B_l!ZHfVS@+qJpFY7 zGH({h@=e=)PWedq{I`n{Z=-(H-KIY^_5r*7`&vzC0)hZ%?1Al#vSMX+AK7c1tt_#M zHBT1t2pCEhhOR>YaL>P^*YkC9TR3Zn&)cRHng6<@&`C)$$ecS?v+9mjeA?tAG2{Q% z#)1r~atdnhJCYT`(R$Vu)pxAz9>@RgT*yT-xcCt%(jj|3ifqd*qMg#v%2DnEw?6zUNu6 zL~vV6O3_=vfneZ}rWzrei zbaRDAScye%ywzSYvPH(>nwWWjJ9}??1!*kgPYAWG+5I#;8EwpC(s~&Y#Im#F{`!3L z8SrdQZz0{+euQL@UBCSN`MOQbt_f&A>AF#5&Ol9!$Nr}j>Vx14(X)Go7;Oe*Slxi7 z)6v1ftS^riZaZU7PcPvuia^h8YY+GVX2}SRfk=mIOw8=CDR8Fd=vGBTnEv=6WSkaY#f|M{bY5h%iW&m2olJg91%=nJ#{}YyAJCH1{Vxic^+)`=>Q3~Z`Ogl zg2EKikO+|>Ap;YWA26LF#0Y$SI(5))3ACInK(Fx0akd==LMEXIb_xhD-^Rwe$>k@- z#mPdr1>6O2|HpfUh>wEd^!=Q2eP&oNfZyKw#sME(@>Enyt`&RnpcnO_6~ZncQO!WY z?tKW~=Yf3{B5srcbP@y8s!$!hB#^%%@TksIX-+QOnw9)$19@>WYV2@o-~8fG^FM}b zJHCQF{Ra0WF>t6%`KQAX`RGOS?Qg>jtf=zdAZxN7`Fkb8?>1 z8$!u{>e9@gs~-vKs!002AqdATUb%~zPaz3|kWsi?*!hbIOBfsVr`6@xwrl0PxG8t# z3m0kBSn`1kp0VcF;&B6@Nku`p%;tLZLChmDoQ0V=B05?fy9R{Kq%?wK@Kn0zb5}t= zDRC%_R^$eHqoG^z(J?T~(_g8#^WOHIgNKezJ0B|mUPFK&awF6Pp;ZzH{j(?l zKFTU9o6i5qX!kN{PlQmN2yzpVaYw>ar(g-G*kqrv-Sh|n;-R;uT%MN#Fe)thu)i|a zv@q?XOiWFS-Ek(f%Rp{g03-rH?VJUuN5C8kK%&J9;w^|Uljz=D8i4qPADk&S>wF0e z;&u?Pu0z-MBMprvNE0e%;w_cjPuQsy0eO2`kHoMp31XhAV4g7?n!xs#yi)B2q4jZY zr@4oSwE+ADV(am;AsZ&36Gb4I=3Sr8Q#ctN3@eN80uSkZyK#TYiP_mkNDAB#ps6

      OG?G50|0_@^1bY@d@&A!fAs(ZPQdX~g<6vU)DM222ZswPb zYTf5_+tSc32vol(C6k1mhjow*N=O$ZH^3AsL1OP|v8T|X`a_ri=xe_wDoO*|Z`g^) z2u{;^q5COl@quwyR0(o^G~7Bg+$x6~wfEp$_ znI5JR%XvQo`rB87$let>wT^W3g;6@S*8J!TLl=ehJ+VBL+cjANzUBW(qA&3{0fGBc zVI$}XIk~Fn+;3bu@LYDg)3^j|X0cw&ZrSmtUcfd9>W&~C_xJz*%fX95C^vK~ovw|Q5ZDP`9r~>ype8Ylor>C=&)GvQ|DK& z%c1wbuEqA{YBz!k5_EJk!$!=hTUp?>?=m|%vU5f6rpAQY^KGoP7f8AEg1|w}MRs+K z7~t|$E4R^Q7ZDjkchI^HKkdnS)EEy`9;HUVE@XRbV|z7ClcqhZKYwnrz*Lq3p9h!a z?)r2uyk0KcM2k#pBf>EmWCUBz5D^t3(6vR7H7r1+lv-@cwZX?Y&aXvp0%}?tswd@x zW!9FVG(vyeYs+a@UJwxG08&CzVA#&D)U1;ca?ryf@4b0eOWaIbyH`UfwW;*|`&y%( zxX@CEX*o-PgQ|ll5<rUE%cO8qAb^L0OfO7U zF7U`}AcXW6X=tpz0)Ggnm>#gLn|^R_2o4G=Liio{X;K&7MAxw}WK(|6bCTfu6wKc%%S)HCS4?E& zF-a#UUKGd)W)u`e=zV=Iv~B*sr5Vzi6*o>!b4va*YgY;tEvRSK8a7XbLZ7qiXeW@~ z9Il1?066;rklMR}mq`q_9Vqhe?(TM&4h1j;D5*_{3Be}Oo+Ki&J>Qc}36hK8Je$xR zP{Nc4)lo+TR#E)4?i4AVs76nKW;?91pHPA7udruAfmVPKb{GwC63W$fL(Z0{#wST5 zi^fnFG$R8@bFN#G@6%^^hI_V)HpU>Q2M z3kAIYF`pa|sz6l3KyT}JrL!gKAIy-QcVKkze+qv->3X&o@YCUx^># z9U&-c0H%a+_g3ogZCIzzK$L^m{Ld?dmK^Fw_Iy{QcLDY)q2-JK@f#nEfKk_EU;WHDXqwj;#1tR38oGgyV<2p!a1S7zrUc$lF5AOUN4UNt~fa6`TXciE| zf(UM6WhK0}R-)LnW2UrEuWocS8A9ZIVLe|UNAD~$ZgJR#?e&L{MP5m3BfIUuBv7Zb zZ@a0eoClpvL1cQ~Q1LZu68D3E!E2H$Kg70&Cv!G88~&P}YpU0C#GK}`c5vOWIbXCyA zA{oR+R6%kRMa64|s1u^sp>SPf)|u+inE2sCI~3HD_FEH$-T_1mG6$fgYEKjbJyYRr zzxNm(3UfvH z`L#;F44Y~~wgoqsfMTyhbWcK<5U`4Y2Tt6;wGOpw_5@cw_z0}T{8q6SuUs)d*jvn3 zmy-*2Y-wwA#ySF$PXmb0N+Fsyzo}VNFQ=qb22plWcnoP)?ao9M}Bc+Mixrfo(wzm>Xt!xj}?6O0C#L(GpG*+Py>%VvCE4a;95i{z{yn7Bgb> zilVvnu{4_tUnT+L`(b)z#r7-A;oo;}r1Qv;`*d1pVC@nGg$AOR0^n;TDtW)p!7ftS z^DbkR z9UVDy`g8%zkp`A;czzBw7uqNS>=)TEHHhQusdjfW^P z2Q6rEx?bJ^kzKB3{?}gE9*SWL%KN@2x!Yp9iHy(&+2zVb=W9#A*RfRIHVWMdhK?#aDk?J zT-F9uccG0q>#w->|An}E(^H7y2%yve0d`c?5rnkgO^VT3kD;4b8MM9A-@priR*evN zyE$ws)Sj+D{2zG>VkK$FRpI!?*;NIqPEhv?l(_=p6Q;>t(SR~cf+b#AB?u)-L?L|Y zIsqXmB3Fut!+`#GpiC4T@}Cz90}l}fF$|*3BHwYW+c`Wn&y^Shzo5Xr>0FV_0A@b&` vSymACU^!nQxlBbE^kBg7{eO|BpE){qOMWT>#mAhCg8yWtm8A0S8oc};#`4{o diff --git a/v1.1.2/_images/sphx_glr_05-layer-norm_thumb.png b/v1.1.2/_images/sphx_glr_05-layer-norm_thumb.png index 0fea2e1c9583dbadec8119965b20482a6e86a37b..ce6ef1aa7f5ac33bbf2e1ffe55b0751f523e8731 100644 GIT binary patch literal 21168 zcmdSBg;!MT8#at|NGO7INJ)oui-d@P#L(R(-6_%{UD60h%+TH4DKUg}Nw;);59jx; zZ@vG*d)7KjojrTcv+sRBcU{-D!#*jSTE! zASk=ZO1@QfPupK`bB{NjYFk;VikCg4rmaFoPydt~Kt&b$Iy98(_4Uu}k^?5DP~}{# zZ`23ABiJ{u7qL9O+vzJ^WMN9E9V^}K?0LMi)KaOyAYhQ0wo$2 z!tk8VXA-KfPy_tah1^b-18})4epAVWs4y`>5XY>lpHc|_VAE~j7koi2NvHbj1Az^1 zYEI{Co&?*cT_#)tg2>=wQ{Gf^a*0ByDk~m!;Ay2+@sE#rm||*$V;1%igu0)p{e zG#HZTE8Ih7Z)9a{l;O8^9@GvnoeMU*CzuM~%ys4a+i}EV4!1?6lF!kVk72WsbfI36i}`oOTGeEC{{|vxqdyE7`44?WN4IyTmAEY*Oj`N44#;^lfSVY9Z#l>`QrhF((Ag)j)e>_(f{}m05$IX82)#X~$@zK$1k7a@{;HO`U zQ7(F7jgK!^jxOUI<`ED~j-($Ay`l3SJed}6 z<-4<>y&LrPfE182Nf+#{dPcd`EI7&nsrdCYEWA(zbIRh1& z1n=3ix4yo6-%t?mLV#wYZBOXr33rG&0K}l&Z>OgA8v~C7wKa@-ai0 z_{&OX$jfSRBO{~G(9pK-?jQ_&di$;4)bsQ6?pGU0v-M64YOn<0A~_S=?z_dc1!~14 zVEZ_%^*kdX+3CwyEm^Np!blUteHYvogmttM^7|)JU~os)TMio{T6&4IoybV#(38#8 zRf%TLGlT-oO0%)MmX?;w>uW?Pf>8n!c?2|1B083&Ud(P-}+m5R9WZ8hMZqF zQc&QqYIp3w?a?4V2qoh2WvSc>inSppNB;tGMZYv2d}V@&=UkncS84GOR(SF0G_03> zdcu)RMTc^7LPi>bw>l+@Sda912`5Sv6Ao?vxBWXejO6t4^GV%LbH%=4h|>W%H8U0t zWpI?}*D!p;Q?u$eC3JK1+PTAm;h*2$p^hDLgoRnvK+**{3=t<`XnxgqjtNXq>)o3} z!?rIc;crAKe6OS;T5T4K4kosj=j`Ci_m!gq|BRGeKhon5Cb9P#l^bvnfd>doG+t>w zs?GMreP@zU^x@XYZ0Ltl&zK;)rT_d}Oso~k2Lu?T_|#(Ns5B0(AnyF`0%lv3n_CgV z&I6Gr^*xcTyRmh@bE%GY=)?OVq)u1<^POQkV)d83y9@Xq0_p(}il~^G!!0NB2o~Iy z+nz*Hh-gh#y#M%-mYUjsW=3PrRcLcG)BNIKftG>6xLo7Ctn5lx7=D_d%Yc$%=g(Xe zM>LN^k?QwHIZ;&fs3oHkx7xam(7;OTB&|E`Kau1rbSl30#3LC&TNXU$ju#8Rs~C|{ z{F9P)jI3vss{=(Z5fItbfwPq>sdlRBnm6YhwrM+RSh(s)w-1e9lydwDSyc-Y+5_N|Yax`uXcS-gmQ>dS zvK=)%tmxjgl47#ax#N-Ud3wH#ct`TEQfp_Eo*En5p(u9OwVCM`saI+~Q)Vc9d(`Rf z>B(g?!=Y7e)&1oO5|M}}w|okByIG~fY8S?9P~UuAA&vUy zi$3afJ^2~R#dPeYvE8rJmPB|C4JXRvKgA~IlV{&%-=D~ElVF=w5;yBb)z5pQzN3I@esaC)2P9!k^R-c-ecmg)Qs?|t8Wi|_NmhB z7`p4ajTlE?xZNt^MaZ6bx@kBakWE-J#pyC;@%-x{^kMr>GKt@K!BO@DP$n^fIklzVX5)=Z9O-wXT!@k(D=gu;8`3 zpaD}W^wc^y;IPjkc~_{d{&_ivHD@rcOY(A448oPnBR9PB+%5R~_oqc_%un3<6wDbJ z8SComme zu`ONj*K_qoS7G-ay@mfL^HnYXuAgSU#&mQQkwbeZjTdSR4Fg!8g8Qjf@nw(s!(Cd8_SeHy2 zjcIXW0(pHr%m=sHpPO~qFC~hw9~CKc$YHWOQKwf>rF)vMXYcmD`JS3a{_l5JEN8(}iGcsaaX$V$$J+R%1(u!Qz<*o5sl#fFFQ0t{7TQR)o0Mo*NFQ*;J+)n!yr+_hTJ(PC z3bXolSY-*l4ST~yq$*z)jYlM^^Er>MD|5EW5?{B$d1d^U94NljiZt4@-Uhg@Mew=* zO*Vh8ppaKq7Jaek6%|7xb8@{~>a;yhm&m3&fJW&p?&``rD)u0Zfq@a}%Y;MCJjNV4 zsd{-Vvo);~ikz23doV5M!*7s*@pgTu!l1!sQO9O$; z*U#O}#)c)8&#uRS!~Xi8C8%F5=j%8@f!fj882~EGO2>^4HoTn%bw-L0J}#5VT81cAqsLqyIPP42^lWS+?W291X$>f=+uQy3cQ>LVMk!;`#&oO_)AVfpk`++nAV^MutNv`jO9^^2t4AP>|I*+~?wLwbh2# z-byF+D+w2rgpH!o3PSvxb9|3uDTw1QFSo~-0s(yrr<}@JqQIHu&+9XVUEmTG&fChE zSXlM0`y>dOnwmsUQ6(fK-pk1$QStB)sH;z>Ucd73@ge3kLPh`&q1p1@RjSN|S*NMs zLvZ|sY?Gx*waQBR@9G=B2Q(qq0$Bv@nm+f?OXJ}b9w%pXf^RBO{w#V;KY$}Wc7Y({ zBcVQ}0`(w!%jH)PNYX&9K3=5x20Z3W?-Ptlv*B#eWl9xCJwV1{Ll#N~VAIfFC28dC z!}}vM;W|0~+Y|5?OPd*SXVfD_KeRvc{}S4+zkQZ(>mL{#?D%g>3G7Y}5X6p-j}2G5 z!X9lUL+MjhAY?TV&sd~WAM174oV3{NCB(lo9+y_MBiMZT3K>;UFy$LN2cGE7$70-M zQQe+*X)&p(r2YN<;F;cS2N_5yX=uC$jnJ4LmD{U)-w;99z4yJ50hiBhIvgQ1ixWRyiW%c31y*L5$YitF#bs)%*K<(13%kUildw zp1q9Xq00`ka_tj2ZSi(y7zb$7D<6x^x22(v6%Vf`T0qbq@IYM zety+x-|$w?-y=FmTwRs9a|$0J1O|iq7D|eW+M)ks8^+aC^?>XYb9lMD+ETVvm>%XsrfUg+W!tk}6t5P^=2lR$hpxth_bxch^k~X(O z0}F^~{rQszli;ouQNoB^&wkx<+ZI7_OSRExWI7&fq!|J)kz&QuhE}_m4@w9d!%pCZ z_}+KbOfCGDu{k-D<`a#zJIc4WPBJpD0#9R*R}J+2iq*thFJI{_9q95uV`s1CyG_!EVz&h1wSr$3 z@9#ev5rUG~G`ez~uM|;uAnWKXi#<5#JjK8`+RiU?fvp+gt@`yd4*Hvos0!iWkmm97 zJ|AJEl_b!*T@62Bts#1uuO)i1gv-gv;aRn#e6x(ikvhnZ18hQzhbG{us;eY=`W@Pt zI|l4{tR9RTl1s~zrKe`Y%kM?_cQ~L#cO}DXxq4dFf4JP(@XC>AY;~A#r7(YawYwr* zDpVU}eDXFkl?hiEBtV8TfgFwbD+$k}7mruX&bXr!b9!&}+{!pzwg1eY>N2~`odKH( zR6P%=&$ZexLU%7%_;=U+NxcIaY4Onvt8Wgyk-zZ6@oMFshaweeqlw+4Q~DNs2n+wV zvYih%8jT=@_czkU#!hY;Y<$pY)uRjTiGY7^I^TyoABgQvdH+)?&{nUOrttnm;Ol*D z$)i9c=@E;pJmTmCag)qfuu`bf;Zb4zs#*ChNjx^raFik;kk<}1T#8jSjpNCm znjk@!$)Zy2?UCTG)lpt{PkyUX)CtvOTX!hi7-VI^2eZ9VFnSnlv?2jz@}h*nF}1=6dg3 z-%fC0pHeaOfes^=Ot+;dZy$%OKtc3GM(4QdGnRa62Sa8-c9NgV>S*7m;;)LL{?})a z)$Li8J0XrT=S4qtb@y$$0(D$HU(JY7=iNLlPPN@qzDC`M=7ldiML*K6d0s{1_DOcXC)LKaPCICw~*3h83^_4{)W&Ytj>kmuV=`qlh{&~fovTPx;u zMio^#$$S-ANf?AL{a`v(I_Et7YVXa~gp5ei`Tih1n}c~Ava$jWh3YP7Zlv<|)ts9> z3;S^&?)jP??uVBKhatOOW+Q=9#gLaOgNYlJ@2lP-@rXKYe1p>8&gK4uLr3Q$9vJAM zVPxTi?NA8Q)Mlpof|a!KY%kNn(^&BVe>hZu8xDgpD<#)xmwUJukYh0@s=Y*h_H5@K z2~E{)yxf?>>V@z{8p+aY#V1decVV&J5p$FnIBE;(0jTXMJkYc8(oB*}k8@4;Eoz=D z_AY%;_v4I@t9CCW=_!*+hkdjAP4z<%lI||^{S#{hr}5;Mb49UsT{i)?8f|iIPNGSY zxRp-$SO)e;IM*rePfkS$ea9{t`Sz;>876Zcydw_4LKvMPBHxkN*UAAh8`<_39 zZf?XEjrg*NjK;~yR>vBn8PI%gq%?9zP9FTfZ7K2BTtvKuXI|GfgxS> zh~>Zw9=#XDg;Pa=!O)I)YHFsj`8pId*mhs60TYERmFeEPY-m)-!2&sX*lR51Z_??v zogI_=J(zb@+|?)dZBO_eC5NxSg{!<&sjr91P1~r!3wTJ*1kVqOG2hqNFd8!x1kpxw z)!3#toLEf_jm4lV`QF~ai}gg@_saDT`I09Q2a8zFc;2YEJUN&{Tk?g`(}0z5iGiwp zDJik>6v}}?Dj!73R%#JD6>L(#EUlTU}(^>}VAW)1C1Yy18 z_q!K*?Cq|&9qdQ&=XFvI4UCQaYr*U$6N={bpxQeV(mqlnUprnA`!AShn zYT0Mt#Z37-h)BzYUNy8;kKkE% zy;YV>F-7{NJ@5YxDZOdR@KSK`!srF9Mr?9&f9;a*pxFH}E-2$(v#_kMc86Deo&)aS zwli7S3C8q~vw2QVPSEk=;p0Dk5Khr)!|Sv+!)at}92OPDUVFgWsLRux%BNoG5{TEm zwq1xim9H4G(6~}uJE@fb8cd^J0_Mp{Bc=N^&!;AL*Jn0ME#!QBd^MlvfT*s8gyNqDM6R}QpwA-I%z+O@VD&%Hbwv5!sopTCFa=!qh`^nJ0ZE0!nskX?^8lzWEkJ)bW(D$-12(uxh%JlE{e9_qSI7 zgh0h1+nN#gE!A*A0L{>e`u%IATgb_4MF$7_gS6{5OzHu3i-JF%?wzRBXi@#Sgl}B8 z5HfwCJq%LY1!Wjr$;Dc~22A)Ymbcyq7Bt=78nhumwj5`qNcV=tB}HiD41S3_KmnY=Msddlp+;|x*n>T%KfQz1Ncv< z7(NN~xpb?qRhG}0l}3f+@G2&TlJ@nYSLp{9g3keEC$t#3@vQnKW(NI6^wepYz}Ufc zN;D7((+k@(z9xI>p>!A_o9ki8z$BmT?aiy`gmh=agzQPxvnP8CbB}AXO{%RWVZPd; zIdcG>JQ7Vc*n#$LH@E%je)trvl{l+*aKgqc{Xb;L12XQZkd13M5)@wlmrrKqm>Cg64c`|C&D-$Sw|KXHui=E}RgRG|)87U2%E(DwiDpRH` z_rvDMNJ;QX)Vt?>p!<aE1n7yzpBcudqzgeZ3-)~20t-Hp#frCF{Urr0 z85SW+76hhNq*)m}H1ts>P}#_}@sAgXtkrn3=+sPDpby9y>jR;32<$#$fN}|@m*}`* zvB-mosqQF+*JFIAmb_xRKsMq^cHb$?4-F4r11&E~7T6>1khU>%7yvVZ!nBjYE3C37p%CJGMP)?iQc1_3dgL6xND+g5q9@3^k@ZAt^ z2FHrx>!pBBajq*@={&=k8kJ=5oTnO%JL`+4-7kv9N7l$0Fj zL1mBwaKT4d$Ii}RBmE0HJuZvO4H&KdD|67k~o=cKdyt{}6?fO-bNu^mR`coY;P z0Q6A+BM6URN3T6s?%tjl-<20(zQ*X^i_l1tDg+XxkurED>tuIJf1XBJ3EH1)&YV!) z&Z8&{1$Gow2(;iy%x61(_6OK8$cc~WKFFXy!N>`WO)Bh`L@O#Q9o*d5N9}DFx~0~8 zd`JFtxos`v(`ijRLQ}R@iyInljk5mYy%$0cW2SN?Nz+G&So|8=vH{vRiQ6dPK3c_z z06Tg9{Q1^mv(V!p2@E+_c6PKfe$F=(sn}l<+*e*0XSU!*MbwJ7`zR6mp>*Ed&}Dl(C`r#V%=hkkWp%Y*2YHK?4e1CNZD%Oo^zs%^aN%D}Cs$Y$`zw*MvC{c!xkN%mNQ3w?F4 z_?8IX19n;p(#u4NfNAQT2l36^1%HW9A?bPsye}aCkJpx-UMy@9)*VfKO)4OWQ*2Z) z<+jjM?%^nS5DXM6AY`N<#@%f7zb=({pEQ?h#S(~D+fI# zn>&Q0#LijvwtRoB6}|muM}@GdED)zL_|GiIrl*shAff&)*5;#E%oqXyzz+c@dJ)fm z%QNN1k2DKVZ_~@CbS=0o4Z~sTkHiT%9#l8Cqcc``2n*#sra5Rwgb-rb4B6v8RNZ$#w2iSfCum) zib8~l*MFIlI`ZzHf~l~D)&DLXJ#k^I z)8HI-cXP3}zb~(*rZ(oR4{B0?aRDxdluK1pQxhnMyKH!kISRIGKv;gHffN<7;7|zn zT^_HIpQ)0KvZ8lTeyW{Eu2%1F@hh+`$(v|r_%rqllbQ)Hzm@iIwvvI;`{)V4K1|Hb zod8h?p+u+t>zGBZ=h=?bMR#xS+RBQ<#5Y$;N=oVPMD2kX_*-z;bY_hL6M2*s-Wzhk zQvW8}%X<8@`&y=>*ImUNx+)7+Y(!7)rE;OvSwJS1X)}XB@{qJ(&2~+@g?FDnI4P1^ z`+rcI^5$V(kjl#w!jk7yEZA@)6!p302Gwt;1vh{|0`l`2wzs$U=4zvkj_h~fFf?&n zTee2m{a2tE2NU`G?X_V5I`s9u2au{J#frKxyL`>!wIVgRVDfwTL69(9^x@y8t}+DspB|JYLb?=+2|_3w zwu7oAVxe2I^t84H_xmv7lup^YKb`u*$HE;ECtL_=BJnrPm6aZ2(~Lk^Ya9G?w4dg} zAxV+hO^`Ec62f~ighC-I8bX_(tkb%dW+!X(1A8B4#E1sV%d@2{!tQJ(R(+>n&tgY> zs>81zH0r|)hEZXf)y`GH`k9&L^3_jLW#r-6uE&tZui1BN#suUlFg^2h*!8vB9wCRh zgdysST!|6lK7O35q^$ebM}=;K?7ROzoO+b#m!I~+nywb?fN^?^b;1{Bo&C5gT|&!C z&v#n$6eP3mkACa1OZlxW3BnudYOuy}#MRQEWHz-0)r>9jsnkUokKSv4nuXh#V(`cQgSa35LZt2)6 z5NWCZt}l$s8M(V|jaXjIQTUF^{@bg-cwJAG!OcnVg&DM$eMmVq!P0q0()vgZ;}6jj zy=u51)e`-(=H0cFzZxBn9K|}F_(=V3t$Uv$vI^$9-lt5oLyI#C)OnQqVff9p41=Cr ziPcY&F6agSXEBouM62e ze6mM5iEEGj^*ky3;%wcE#?aFCzLuOvOy69UuQ{ZFxCw6k`AEH(EWOe5Ucj8{@Y{70 zAuVirmIq-T_SNkLH<6dNafq81z^vF1agXJ!7eg?+o&M7t1Ub>mrkTcp9&mQ5pRibXb;ZM?BW12?h1lvlV*Zpo6TM{0g|;u$<} z8=*SU;Al(~bqF(ukC+Cg>Z@~Tacorkg{NGvj7xq3YC7zLy(wJ2aICN^j}MAPR9dhq zmbidZ^K}=aP}~OxTMwENaH#_5ZJAETO03^1@-9>tUM;%V?QiZjWtBkLS-#TPwU-y} zU~=v}s19!WHL4d~?c^E^tE;cnA2VqZH$ldoupqmpRczCZvAz?0w*3(G{4g=-e()Q` zuXOmgDQ}An@#ZPKNnvqzoTjOj0%^`ae)T3*oOP&;n5OkEEo9nOHymrF`i%=VVMCgs zpDb$2?*^#pKWC1NKau;rxC1X8krz=k=D*|%Ac-Orni5KsKDEC1S!epl=gHv_?_1cJ zI%0*3;I|S@EfuTHhlpjNI-Rl=9>jgk-PMnSyyA3+F@J{1Mo?>P=jc% z?7N;K)V<9y)ye0auRRj=6{z(uscuNzx|E2Ir^Qn$C+?)aHVySu!~UIl_f%m-ZGnSL zbeW<=iw;70Ic!5N28Wwf-v05+NGfRP#f&Xoid7x#tYw^}EN+x~g#Rv@S;0r%WDM8dpgJRBIx)r|#WJimTap?6bnO$|$D7-xl&t}L!}bw>3H!-fsjtwkg#Tw!F%SLSr^Nfo8zM^8#_{gZphdHB;)ydlm{gaeARc> zIqbiP6-sM761sZ{Pe1R~3eT<1DtmkcvkGA8ZJnW}z9Vg)25q6wMiKUMu(M<$J-4H)UhuR%nwwQWu-QSSyBS zZNip1=I@+lW6A;$j1k_E;%*$IxT)}Eu~BDGZ(Nvsd3op=b0zcljrk~9j|+)l0JvJ?qj!gS6_Fw%uemja=S9hBic$2q|WPSW1rz}=d6&&}jI2wQ~C$qxkGJSPv@ z_ioH4go^}huVag!FtRH42=_PLox0m?dJXLe434d+64ApjD!aeWTJ@Ol5Ztx4X?>Zs zq909@QMP?g0cPpn9`FjGfQNPN!=T=XOV<)er02W{MN9b7OMe zG4X7pZ0ig+50t}tXS@yH%RSa7Va{SAnM;kMYeNa;5(G#xvfwL=a+n7yU9yt338 zY?RjWzxHH(AOZg}d0`T*|04=++ig~Rw=!&7Yg}HaD;V(ot>m@L_)jggjL-KhJl@uL zCQo1W(S%YNgf-5llqC#mCUI^(C2~g9aVe?W z()ngv;;9b)>P{q#&W-wf>)HD+UI_j@;@&zwzb#$1sy&^x$Xy%Lb)48_Vx!9LR$X!E z$X^|3ksT8sZ*dFmpulMc#J)*rQ-j5)DT*oD8nV^@)j7dD?PDFHYvsrUM-DvQnsl0v z9FLi&C!_FkR47y%f+X-lFC+BOPJG3nkRM$BxAv%-p@ae$dUc4qrA9(*f)E*OD za!+A?IA)!Otj_U^Ptt`0>mkXL9)ynOPD`@!9}LDBxrX-d96t)snlU)i-C(LamPDte zev~jn1WS!J9mviq`$C~4;$D1bEqO&y+Lob~<1#?lO9^hj34Y9q%1Yi<6ZpBRbgE^N zV$Q7gnHNtYO~1@cQeD)3QjHVW8Lf0c4EiB@M^i^1ueotW%IhjZqjJr%85WIwwIW_- z!qgyecVP2jvY`B6p&wFvgPQ(x3$bl!fifK4aXh&OrVkR$5@9FdtL1|F6Y@#YuU~9o*9C^CZG;KnlDhc7xlu!F0(p@6g zs6kNsEkGT|s9N*b@hscny|JFf6(Vbg)~Dfo62nD9DTXL9Fjwzq9HO3!kC?T}1Dm^w zPDe^FX8xrMjzRj&jDq0c~?) zG-qPRf^;l#j9l7DeMVOjO?qwH^TwKinE1$-xS0~nFN95>f#E{t4*>}+3 zn`5X^;~;XKA?>P6l+rhdF=FSyEy5d0BsZwRx$R!bY$n#rcAQWjtn&_^a zR2vBwit`qfEZ49hRLjun|Mz)9Ajua;J%Cv-V#m7W7*aa+61xPI2G>nK?Mo zdFwh%C_y^M@I)leqyB7AN=3zKNFaCfS6oV_7B?0ns~9#|gpq`C0r{s?@eA?Wi2GQU zuFr9b-|JY_QWG*q?}y?)tMI2d$KUMEk5<`EpxfiNW$_dw^Lb8ZcR3iFDVSy+Xy`rF zLV`36SfGhh--Fq=!ys?3-QV>6!!k}^8j)9CWjp1NUxI5g=t|}95uf>4FKze?&4>m- z9AFlp#2|<&$+9jkNw7+c!&|)o*-*@d_6nWy;5K@LAqk)S#c+o&);2Nx6j$9Bi<*g2 zmTJ{4Qdgwsrg72y>Ucx-qIjg}#_aghUC6yFYcO86BhXrXBWw1IpKUa+eC_%yrX}X% zp=i1ciKw!fmlhc6^2$RBYkSa9sOza zlS~MGV1YQGS#m9rKSXlw_C{Nen3~+gJhc&ywi1PtktgD1BLXglY+8$JN_p#dQ~7xk zPnnCq2{om^xvL6`@Lo#1NTrPy(#fEUs`vWKWqk8gLipWf(V_Xjk~vcK^r8(g3H=Vf zFazSzcP+7RYyG{%i;n#4)xNSl0)cqHqyg*xH633N<6Pd+_PwH|ezAykaM4eQJF`p( zU0_`&zYC(Qy!=K-5Efu7DwpbsI15&rcY)#9dwKa^V4MiRD)?9uyFNW9XAB_0t?uvd z_mz=bX?O4jKX9ad|N7KyQ7EoARX8$rad^xSgZe;RAzd8Mv>)vE|L_3$K%riE3Qssd3IBPDJdWn`6*K<=awI)1Z6E+U!AK-HGcz-%lU*I83<0md9Il-jf>V2a zAtIu=!TQ+$EjB>F1<~W6e$(E~jREK<02wju_SU=Q?p!;=`$V?E?QldzQKb73(`a;M zeH0ggG3KiN!}Uucw}bVTn}eH$HR7kJXu{zYN%3)AgJR7?Q4D@2sv$~E^XI08+H?RL z0gJbFR%8W4Jb-|%?d%MI*c&`-d53$L{GUQnx; zFrZ!B*H;t)FqVO^2-t-_4&%%GypFK2@HgKjv&xv{WLYgO62NM68)`rcAMUsjTH0(! z!Bu82qae+kdENgGU8&>|yUcvJ4LNLm$N-8Gpi??JI?4iQIg3Ww7XV>7ovh0OawP#6 zTx*sap#WCh-h6!=n355Q1cMPE0Wo03Rcdr)Yt5~s_>;L`5!(M*=Pit}KA0d0K zujcs{a4{i390dH=XGBDOKpxQ1`fz9G=;TB!>dg-%3*JDl)O5KTj*NnGeAJ1HPfXnZ z_@(9c0Lz)O6-rS(z}FQJ3m8wZ9@)6TUz*t1Wh0Xp9XRnHB!>IO)8bMGzTP$C_a82}jk%{NjLH}flO4w1Dy|V?Feh(Gm zzc)=Z9x+^)br}-l%49v(K5{zE(GT$bSGtr5!af;!2A%|t zP2@l0UK}tuXsLfJ>xp&E-=E+~sJ@OBC$mu6d!=`^O|ZCkN&ir{JCYvE5?J>}7SSO( zbL75jf;rR7J$&W+0mpSDV>wVD3Iobu+lZVHah(YjE}#1k*^7^{nrafEn6iKvBLrGz z-|(BUdTDdBvmbP((_oeiP*F!`!F}$#)?LMbEL897wtV+`PXR$%0MUTZw?WIu5aut3 zy1M&!(C_*d&CgA96R1{aOvv90fa2xNA+i0A4NU<7?{w7RRi?Yd|~<<92iA2M4UcfuFNpW^b%7SVZ^l z795Leis)5F4k`6NEyd$zX~4OF-v0YHxuG$o;@bNUMO^rvfClwtp({&(76aLKQX z+WBSwE|m!{^go_*Xzu<`(;NRg5lj0=i?QILi(gbmwb%b{h7a5fqQGCW#|PQ~-{~nc z>m(zO1RIFi(m%cp>|X{^nvBvL?+86+_Fs>=iSRuqxq{%(ck(yxId`Po=(fv`?vgzZ z))WkCM4G9HEX@S7r*@q4V=F*L{O*0L9H)29!y8bs7~ZYz9@`%SRjUO03f?$ky*#L_ zzb^@ABxyBw=|T=2|2x1DD{dRGU~9g99TVsoc;dL5MEoC@o(Ayagl)qd?Lb?mJ>s{wQh$Lg4}0NbF7CBlt?`56@9msHZw> zoH4*sq}Bja_vUNBNRPj->sp5d(pwvkWciOLRl0qG%bHRKCDsn+*Dki3H(|TUm=?cAJ_zZR4 zS6ru?qvn9u&7xHm3TE<=WC9(4NW>4O_V^46x$32QfYB{JoW_;>(V|*w$n5kp`I1>J zr|IsC5)*wxhllQp#w@VGgH;&tn)Lu{P2mqoMDXRMJ5Y`xpyT59ns7P%9U=x4D}XPl zmg=Q<>74e73H-QzWN|}7YGB@%FO#yDaM95XPS*RuLd`}q ze6)-4K+V>&eS=-%Ij!t1ErIS}ZVw(yYO0)$4jB+FJ;JYls;%RqquW46&}{V;0osN~ ztsWpN@Y*d70kuE@pi(R@F7k;)s=@wZzA!(JZ)|T?%>bz7yk(jv;S`XTXqFi~p{AyO z6l?%a6bE1lwcKA@1L+vRV}yYu3~&d^0XHl*Hr9Q=dYX*91_U@vg#|>*#U_DAM*Mcm z^0EOCe|Sy!0P;~+S695b1qck=0xnp9auIkM`+sZV6F(%0=SC*rbtoNFokpqPW+(9i zEi}l609DZ_o^li_QG)@|H{hFV*!JEsqXs+yBHv*%C+F7yIe&`U`B@#~HB955XLFOH zUt97b!>91?`>tN~_vA_3gw1-2o}PjLBi?wSISW(8pylF<{Uw)F0Wh`fRZxQEj75XY zYh?5a;GfQyXnOe*&qzt-fG!YdlNoELS4P)2H=V%4CgHQ)`>g?le1K+6M<4Jw zWI_yU=l0KmE8fVlH?MDTeEXQf-475~*Z*?_Jmec7qS*&WhEn-PTWn^z{?C!wO7l73 z_~6I~s78I(c!WRyKm`0~L>vYeY}#-DVS^p&_Sa(M1s4CbIS{Y>oEB0H36jonNI6C} z59@r!-7Or$-#eTCwQp$Xkw3?6GxK}wCjuU@mZT&yAcsWa1c3@oAze^vB2S*29P`mo z0!}@Q4VK~%qq?!64GW;&AQSP72hiB^w>jOYgi8%}qfF?dL5SfrwOAvojGXuD(3=Hmgf9pZWuJ`f%d-TUkz^m6y_oj<9JAv6PCJUZ{ z@C1aVxcv0bYs0TQkA5wWgBg_CnFZeUtWp~PXcMAIp zSbrIS%K<^gdEy4dNk^-xB3U2?vh#S_YgTzY$lhA!w5jlj+yYenFHc`hM?xP^q##IT7XJ7_1ip?^P%;MeTFOAXb$zz$rftj*$eJwLHBZC4J3yTt zG-iRUTD$sE-}@~PIu~l!vdzxU4rPi_#`SlB$`QPipu>c#94OfU4WkF>bszQbfO-R3 zhe!~}Pk+C|1u`X{!EyxfqJn@3Qa-?amH`fcAnxrgyyW*F0*bWu05tsP&pSYB(x|o~ z7#kb=w>ypdNmuJXo5IvgflUDq5TLc1b@tRC96TlAF4($)I0FLP&)i&EP=;H8(DjI9 z15<7QKLfh`WB|*T0gjVeiHtL zHqa4BXCB`t0J=qDKv@7BY+71c@ahK2#VPBxp(KXAGM=_9GW$;O(g8j@sdr)V7)J9#-`@^aLXgT7kI4c z*6*L7sjo2Z#Yy3_8wtP_4IQ&E0Uir7B&b>*%P4SDASFZzy6k{(Lk!;00XWx2Lq9kl zySeTRL%`S4{QtT*_i!rHHH=ejorDT;wI@ZYU8u055E+c*l*Ag1G!#ZhX4RmyN>dYd zGbV?UTGcWg#-x*Ukf@36RK_ZH*qzYqs94*fD60K?`*Z*2!dl<=z3=lr&;2~#ecwC) z%*Hj17uP&Q62@SX&8hnBT(QUPJ!6DP#r5x0;bblQ5B;rh4|k#@yhyt6mfKfy!HS{U z_ToU2j%F1aTWFzj$Bd-**D%sUCu6uRUm5o1Du5S4Vg|MQk zswFEz-b~zlbt68*&?+1mrg&Bm04wq&Kojo`xx>~N1`S{iHB|mX$-B+Bh8s;q7I`<@ zhU18KackS7>o&C5>zXblu|G;`@w+!2DahDM2D?W?eT3O{uS6z`s?RMGeeERKVAqQ6 z4kF?C`HiDusY&rZXd8I4t!E5diFR{#@2kc%fK-}XUc-Hlz&?eLLK8Y1u*omfM6QDE zZDMBj4{-(&*7atFWOMPQXeIx3=F4U2hi%q3xhz_wuIKhoiyScd~g@Uz9 zSIs#e+Z9T-^N>gyyi`em36{66u1@jb7XB|syuXNwn%UXe>3Ti5u&{7{M#l12lI;VN zK5iLU6A}_ab5T)KV-de^aB#5V?p;$8lbp7NEEGb9$~$+=l3!o3`&Qp3b0VPIODeVI zT$qZ4^7m0AMohM|%NCp@iz4*6aNI#eX7Sqa_-D+RakWFT;f#50yA+*jPkmsBvS4js zOiYZskI!@ylc568x0iyS)6;d~tbt_JU}IWZT8dA$7f>{>b;Ob}QY?5BnZX z0(#r)`asBodhgfA#mBRF807>hU;g?0`45fjirZBWA3gdk`|f|NXT4kE0mr((tK3K+ z1FP^mH|y&&YHNK75_Ocyw;=jKklmk_rj7+kDfA_M{QzmGr;kthsyVvvr|5pcjEbWs zB3TTXL{0bg^_4yZ2Y}C_mzf=~2o_rJnagv5BN{is8#pqVcj@{0`|IYdxN=e$%uILi z@$sPy3^~1B#np%tF0KBw`_F2QUrTH2GTqj)lnEoXv@Di>5|iJ*pO$46A*2ZUW)dgD z7M%JQ7J1?h##@TMsa950CJ!)qWlasp6dCFg(rHrFQUlFBinLX}zB&_TuN>xYQ@QV( z>ozNMN=seX(-9*_UTa@S{3IqOCO^&>VUgw^9i~pUn~j=Z%p=`$luuQv5a~m(47yV% zU*B4XYgBS>E5wIQF~_PjYIR+H`SgEw#zj8 z^7jE%$sd4F1157qgOM`3c-6b!_QST(iI@_kiV5!X=jBl5+}+)eAuBNrO4l_okXZj{ zN#Ry>W(pFi_QL)h4qM*{lPD#MW6|V2PUs8fP*s7$B5RMS6Rh|`#Q*@}Q4%X2xaKJT z3n1%)vA&cMvY3vxD|3b$$p+_Az5x!xKLmmyb;4xcyiAr>dD3fQZs55Z4tr%q#ZzdR zo>`VBT)KoLWmB_raevEb%Dp?qN+3h7$7nMerW_C8c4Wck(?JC@>8r$i08Hb@stJBK z*!n_H9t?6t!`etRHvfcoM|hm1ed>KtpCWqjx;lRWBgXsK@2p%MT6cP>7)rwrofCe? zAU7bdiY6ut9w*r1xgZllsu%hrS5=q*#IrIfDm}uF0F^V%*j_Y19_Iy`6a;)o+5)K1 z_g~)lL_AnmUta`e6Y1Z8=qC<@Y|o;obODLF;q4=4y0xOy<9aiVxmif@Vc@#u#>e); ze<0#$g2qkyKG8T+p#kyxfr71_oitLLadMi5^1m5ksVVh^fjaBx4M9B1?mG+WEE1*r zMR7g? zs_j%ox7pz~h@70}X|}cpnW4mBaKQ9^(y5@SLE|oJ{qlW{+@YGUV$HEw6U`U6Zn3B5 zYJ%Ct)m3Qpoq|t@dg%|Wh`bEdRNwLApcP14RMfhF0=c7%VUOsl05)i&jQInf{YPOd)=?&X#;zErSsM`2*WlaV3>d4Q=&@@&!P8! z8Ua~}yH#UvZ>`Ery>_U;WdItzMy(nRcl^T;pVkUJ*k)|baxwDSZJk`CA#Gt-`dxS1k z-BxnA)uVn-K6@^5Y$RX=myMIyPh5(se{nffKwa*wO}YTw%rZKd zm5$0j80I&6(q5&6n{Rk{^=BTK4U{XM6@v-!+j9X_&}bFr#iF+>2T5bahX5=FARp7! z;z}HQ)0m`;y9X#Bl1I}fv=c*E#AbvSA5fXdKFA=vl9K;6 zD*9Avki>a#A4PnRwh^;1Q>6dQw~7=hnYqiaseaRVxL?wf@Ng8brWs(0H<(PZ%>MsD d#h(TpZ~V}pyy^WU3MWdn#jf5iXPs9i{tq@Av&;Yh literal 21002 zcmdSBWnWb9-vx?Fhtv-cB&7tTq#Kcz?r!PsMoN%Q>5yjVZjc70VL-aOyWw2(zt7Y2 z0?q?I%AU>atG>C`+CLQJBrs5kP~qUU>H}{0E)4x}jYcG~0f6-iwg*(H;!z)^pe9IyKS+~~g%@l@;`i?%}j~2EVKHW=H zcmz>T3Ep49_*$OFDT4{e(MaO6b;5HpaZdU(I{s2;BPoMJUQ2};62>*N?}L>dmF0!V*ac`~T-ho)Sn3DLA;e zJWgBaoN2@3zmO>`$s@%-hvPFMqoO)Gzu(Ler;fp6P_y3{z}Bj_{xNIq>dY+?O4MV( zQfW3yiik-%^a_)IWyk)HSfn($R@u+-T#3m-c`}KRcR@w|U0q$3T4hnMa~Gx>S+R1* zcXqJAGA0a~I65P5Ld5I9(v6H7RT;1ol{{$Vi|2Mip?Dc`+dB&M5wP`~WJ!^sqNUB9 z+=V>+m;v`yX&|GabsMm7^QNOxfL&N+M@2((aB`xgqUss{l@PwMVFE6kUS7I5zsJkz zi}XjPNKa#{<#%*)YH~j{N{L=aAI*O!g(ixuxc(nL{zv0J^sw-7Iwq#R;o-=+I;-<3 zW%<>$H4$H5!6asV8Y-%w|1*19CdLADlLGE9>jsU=31uoM=!`P|(Q))4})F81*ipoE_YTc&NMu=Wk0*DX*{%O! z>Feu@h=_znMVX$i^%C>BMx3tqJ8caS*4xbYP09<&+S{{45^;3(_lFcK7p`q?2A7mD z#M8=~ULDL1C9?)jmuchT;q|_?Ywe`X@(w60G@E@@@si4aO4z}H#fGS{@i&3KFvoEL zp6XPlz)278SD}&Vva#yTV?VG-{|eEp*ojEpS6MK{d!`~pgFBRgX4ip%fUvTM zYBnNVV;U7D6Z*_yg1q3OJ{!Hh=Xox)?^IUoC{V0Xrsg$E*`^l_wd^(d_-ov}QscwU zrRT!J!kA@UvJ8zguWq7#ha&@+0@nRiCqu>W@mv;1s*3}Z_5SX98(^AF6T80`+l1V=Ly{5_{>2A_FEeLfTV3@J2|)t;%Y-R-L!QCwvX-BuCsHwkOF|+GetS<(Urmb< zKS%|JOjcZca@2BiIWty(;eCcuYyJWod#sAGR2wN;0MXNfHk9Z+3ro!IWZ|omjd=Mv zZE~CW`h2+z-p0m87MDGhC}N&~w6wR(ttT(Nt`0hls>Yg}%$#{iD%$VpUG}GY4Om#d z{`pVj^JkLV1p35uP6%BIUi%~dlKW?jWchStw}lrJ6j;Qish8Kwn4?0NgM$h!^|_Sz zIcH6cjbjH|xUHW85wGqaA0AH5&tIv$=&7t^xxa39*>~+`O=Y(*dUl&EkY!-e+NMN9 zDfxv)U~pr9bHDuS3jv3MpgW7GSh1)>n|z~{`j{n@JQqu3f!@Mjg^il}WWmX@04hQD zX};bPVkzQR`>Bc)N()hG-ghWTZ5Hj8HX>)QDYHrsn~jkdU1q-@m56R-?2Ot zy1zQY2X!9Y*pS9lMON&UdRZ*~0iVNQDIX2}4V=r~!{vvcEyrrF4mYa|zJ#XsnAWJ4 z4F8h;+*}EXz1%l^_D$xJuj929H=(Mv#VAql{_T(Vc3Gd5$j)Y@9V`DUJCSCcC7x*w zVPNOCL6a_EQvR=ymYiSoG&XX#Kb(Cr9ZA>h9Oq@0B8LVI!XLNhBK94(o^Sb$8YqO< zwcjE-Iz2aReD?S|=szSgF!1fho!eK3(UjjyjXFkx)W6D@f;`)39jnWLB_<_hkU-zN zQ|S3t9_}>>ZxGnV@$qrvlwzhCcNQS{tmy(su_kFxe9yXnrn1Fc%t+K1{ zvl<-1R56xo{bZ}ZUuZP{S3WG*YTYwpcxo#S%fT#V#jf3yaDiRU9x$ypUnZ;xQ zMhGUE>E@qAVjjn!D&u}fb&n4j6(UsrDzAEbPnNvK3Zt7BAy@|)S5HFO= zc*AN0A5SBj1B?TB0ANUBz#x;^EpXB}ZH$IfIpTyxq37M0_BWM8{U>M5m&;slRx-V& z9Q3?oA3I8Y?@(xD1O6thZYDu3uhVva?u~ygi&<_Z+!|7x4EMTF=--*EJ8<{`S&u?= ztGui#Q~0^N$!Wf`d?N2BnmZ0$^Vt67&CN~rxVgQ9Lnm+*ySq~E?%dgb(sY*T6ic8+ zby~%$CHQcpq@)@jetv}4;sED+Ei6pMp$8ml+PR75eWtn<7Eb)RI)+CFCLM*6<&J04 zyKD7DML!jk%jm|YVt3mPU0L*GHi^gQ@)nhMP0;lp5V|qS7~$yOs6Oav!{Ua96#oAH zK|w($vu0VpCU;LxPbuEL3kV2!c`s8EMZ$OXbbridzaq>pAaHtelHJ(&2Cil{V%)rR zOd}&!X1#1ptxPE#u|Ha!c4@+L5>e!{VfXimM_-33t;T=3NDpV>kfu5lsad(J%uGu$ z9~t!4XTfwqj5g0iL2-(ww1x&Qm{YX1wUtTv7#tUe1EOTg$FHd1LIe@VAH9i<+wCk` zUfxvQ7FWan1?6=x9;9qw0q7*WQ~skptnB%v#G2H9WqmKkB}B!E34Zw)GA|L`5c`MO{-=RNZ^#rKAi^9+<0xgqPaPpZTG$ zYRt~gYJ9+d`HG=_Q&AIG8EkWAW(d9oqY>oH>=SZWCInL6ljZNdPr#SNt2gZsf9ecr+5*FM+KX`ryEdfckaI`~S3=cl}&|Gcd-WBmCx!nf6jX8L zWXt~bU^(^j-YP}$VfSo>BC zE+1;DSH>lvci0r7oAK~U2w%Szf7%QorC%nL(ke^kaoGr!mhpBaX{d-sR= zdm6Ozm-IWYYlw#B3c54}u^brg#W2_2#$y-SrXN(u;F}g)qunyu^ALf45#Di)Y4Itt z#O{=oO9rC`+++a{(`&^#YFb)l6_t%076=s>uZ(GdrBB4$!t$=a+M+>3XiaM4tA51X z*{)o~LV6g@d~?~KEbmTgExdQG%g=>mjr7huDNE&23DR4akKc;caAvxHCH?xKJY^$% zoxgJ4k?2^a#&CaixSpu4X9%(zVt)6ShX-$v&4D!6?CIh5gH~;5foz)N#f~DW--83l zvHI_iJ4Vy&+6Q}n;1cq=eh5UwfW!{I0?w80%THlfPX1HTUO~CZ0)>i9ty3QXfA1^8 z4|?c-e-;OakBAorrm#Up29QVb$0m@B3O!!ng6uKJZn+(fikcc57xy#pdTz@;T&b3g zO>Tx1-cLIM--Tt$$aXv@Nc-}%8Dv>9%V%l z&TI;7@l1Nd@FGa~e$LxTZ>zG0yhk1*)|jxklCpYSbDDN=i6~b9K44i_LlY`K%Tb zR64r4n$;#KR@0@xUw;G_O4S%Zpfd*hk9$l(phx$jX+Gn z-{1+BQ|~>mk7U6brto`wWHTF~Vr7j5IqpZ(p*K&rqke0k3P@oyBYub=?k?6Q*VEI3 zog3LSPFBwg^Vg*Ol3@6RT(-pE$|hJD>i6%F)z#HAJ@@F=*4C0aZHO?19#}lvJS}PB zf7FzTPA*jM z-Su+C^k4+p@lI$^4JeO{_oj-u7OqdaF@fESe){C^6VkO$>bXM!`?-I%yB~hIoYC_t zGYWJulFJYlk0Kt7q4>=0bH}b+AoB}UEkU~T2lJq+0FgjRNeQ{Jeq2;R0ZTj=J9pe% zo;)}>xKzI*6IewQsep8c?<4V*x3tx{sjBJYVFQC*T|-imr3*1n4yQW=B2^pIB-0q@}>Ae0^CF+>pXk=4Q7TuN=m6Sxp#S!6}nwmga zVF`tZnVQmoTxl1W{?Zu1?)G+n5DG5b4M=_Lk~?%&hf;DmmG`F09Ld}sZuGA=i^BB0 z6{(jT)(s|U%%=v%u~E!s%0Hy7P6>l~{$$kt9v+TnHk#Sn-5rQcDSk5Xh4~b!u3u#} z!}J}UP^886FqzMdDa+@Iu&S!+Vt2BC>F&l(mDS^54q?8bByo98nzSk`)Ltef?ks1f zWP{J(+Z?vTFcG0j1*&vYZ;&!XZglgS+vOz+1_m`J=TBIL*@G*;vcLbg)?!kl!&iV( zBC6I+qU~~8yQineemld>aa7=%n|trfxUQ??xvWn>x@M+H!Aj)moUE??>ze4zg|dVM z)l&q>LxCS|Y-)O34K`4Pt&*Z*tPgX{-azrQh=A8s9+(u@0s$f6ASercx_t}{4Idtl z{VImW=zD+Q?m=$PM@vTF>e(!pbfCvXtS_}1)N1|&Ie|KvlAQe8!h()Oh!WGwSFcJg zFZ6)F;8+YHgLtY#OxUpgqAZxz4LH!E`2)_sExakMkYrvIIsxCstw z(HxaO_pcy$RdJIAZdF~igsk7fb$*iGt&nrPxBIXgnqfEGo~sH#Vkt>Tq%Nl*iIDis zwH(t1MvWEN4XNOUln8WHEc>aVuvr%A_rqx=y!yudkiEW9K{Otos3_@Bh!{?2{O#6T zRS$J7GQ81w?Zj{Ttr~~F-Dh+s@~L~uV&KXCY%yg(;{x0&PS zO-&t~#4V6l=M#Fm$%Xt%Oy1ck3bNM&xAjziwY1!&j4o2z>vBNE{GR0-kno@TwXTE& zWzcyX{2IKY+}#axMMZu_Hlsr6@h{i$9~BHlB1=e7AE9Sgp}vk540!PF?~P3^x^hnvrAhxm zg@tstLs=(#_!+bK2xm2&)JH|u`Q~c=kKe(AH%D8`7lKRQ+xulGQ=$m>EATYOr&jt@ zZr9S(Q_6JpHc$KKM@zniuC6~GGBujirM8PJWeqBt&p!841scrl$dd)dS=e2%U^52} zW>@x0EcFIm>qhJz+_{|)rzOXc{$2UK|NG+_GPV zC6kyK4=<4e1FvgPrT{e2PZLK{3WZnz5@zOmO_G=YDT5cH4T1|YYID;%|3yqQoX3Mh zqNw04d{>t=SrS%*G>#;7wbtq|7X>fTQImugnd-REbFo&G*VTg7EMW~Hlg>9h27_TD zZXY5`sM4aU+af{+UtmaoSwEXm5YgwieE5A4iu++i?2VV}$cjX9!t~?QWtCsU_arK` zXU4}vCwAuW<{Cnxh16($BDY5Umdu0lzd$1(hw~Iv@Sc|e>U#c1i=Cqt2ds-;6?;#> zvg@Ql%{R8MI#I3hbZyF6a>;l&Uost~CN3gI2kIg!e6*qD7dG=OS}uPVUDM{a8r~VPAhyx+LW#b6ka9o2L~g+wVHd*3hJP9^Rh6!c z7rVIyD{A72o4$`KUp9JBpaPKbZ*qmUGx7bG&)XYCJ+3=3p0CM#i%=!N!NQTw65LyU zdQw_ZhGp`JzfF{=zwo*!kvV3J07qAC?-Xd36^w#AmDBzm1NvB84DmV(XD0uM)Bd33 z!mPS=6i34MG)F&S{&ZtnQ+!nS;GHNVml0sxuX3hcEn3Ebf*KHt45hdDhn32%xbBAW z7V-zh*4A$^m=?kX9!JiB=X$6__9q4l82g{@lT}Na#TotX{fd%HBD=QyW_o=OF&9b% zL|&Tuw8faAUNO8AbTs9`)uR^ZNV0{6rPZc#Avx3QkxbP^hh<;1+1Wj}eW1 zrVPHCpR}w>Kcr<)ct$32%)|j z;RCI$ILVpvJ++2%%frT|N6+~1Vu(DBB*GUdMQVCd-$v*2hv4(GYjs^dqT#FxqKXl3 z?$JsV*St8AP^d&$2;k&a7l^@hpqKg56stxLrp_XmV`>yAUc3nJ@ zFN+QOqdzOf?Y+i=M*r8<8XFx=gt$(S{RuLPblJ&h^`^{N{aVz8D~Mu3$A@{hS2N(2N;13`)xt_KR6y6w+;)H!k) zDujRS|JnH{B;pZx*iVmg83zAYpuDlROxvr(W^)~|)M&iH zPM=A)S=8H`UtZ{u9hXMNU~4D^4)n{<7o0{<*TR`UdYqYrg@q9lS2=EkTDD*BP@HcD zHxg=<5fwde3#sluu6#;VadccsF;khD1_8cGY}H*Z3uH#Ty`Y~K8WGWB&BpE5R3med`yKY+LABN$NBzb9YSs+aNda}EPLpHs|68l9_eJt} zoKZ>n5!+5qX<*N2s`SRm*;=RmTB-M&~e3SemMceYKL`kP*ntjV1j#K@0vBV$r?l_0KXK`f%k2Vb80BL4Xd(B{AtDqoe2f++VR< zOa#?g&BP@q5B$KTHJ`6%R8&;7o~;g^no_wsTKocvmBaqAUFVzo`}OVZ5YT|(Oe<3| zTCV)Wm~Oe;u0$#qN<>Q~>SAXzUw|q?LtShW;&rLyGB7bgOk#MsJ%vKW&7BN7ePba8}buX_^N-o3EIS86mkU$Il!-M;*3CH<1^*MF! z!t45R8dP+mDk}fILV8^~_D@M^D($+sP^F9tv^1(_rw+>O+7+#&QBkLS>7oS+`ef*9 zc+dQ_8|^7P+cFh%#d(-Qm(?L2IdY3HZ`nGM-amctP$@9(pF&;WJF<7C5}D#Biqt}R z?nJVr*(j-i40jy0YvXx6jQV9)j*Tm-VXAWabJrv?{1QV84ReIuZ+*F6;zG4QQ!;Vy z>kC?}X7Z|qf6bk(y;U=)VjO>FRg`<$cC>k4wcv{+=t_pthdcWC-SN5@9B4r6>I?%@ zU72lRH@dC`rD9C9G?WSwbj>!llynt@;}_$Hiod#E$ThV)oL%49fsjg(Z(7fDa`-eD zOGrq(3%a2sCAE~HqCwmmRZlay+((KQgj{i9!#YYl;Xf2N@dE;gNq%6hRk(YVWKeP0 zDBb@&SSoAI%JNae6A^F{KkR$&o26VKT46borS3G6+$UiHaUXps!*jUaqH# zR~JpJsC=Hp7#J<|ea)y&%&tU@#U^!5sJ$Q#UP-Q04T}B~x-FvO^YpYgU7bG{pO+`f zh$SbZg7*!RB*1A~0_gLQNrv0U|2jQw5)1d_*f*=;_ ziKuwJmLgyFKF1KxjTH;WA1_v>1-%yuIk_lG5jwVbsY4#n#7_Op1OUh2&p4p~>k)c> zVEggo2k2m;X2_{qcqJw^fRN>VvfBMsItweuwD>|fbKKlyq0s@Ldf#IyC0>q!;=i@6 zje#%WBLkhkW=*yi=FUX#_&98gkP8>`8q;Bs66i#QzK~XfZ6s*H823k&9kBcnlR+mA z52n`NUNIg({PKQBhlJ!O7;%`iJoza9IXbOe`U?1JQ1Y#8Zi<0Ujm1nk$>sixTdIx4 zv$P_Jniy^idNTUQA%>F<$b@je+B!QJ-KUYtO4)HlRP+-wg}r@zc0qR;v|kZcKwWyU z&=e26%h^tD^xD>z+AKxlpJo^P8|2bwd%+{Ic?xIvJe!c4iq2dnc-MeXf2=9O1xjIt z@TXub=$HH~=tnlTThP$m9sBhPl)P&IOW=RHSqHG)e`&*Nv#SZx4y>(QXo#261trgE z3eU%5cQz~ppSFA(t8tX-e{XKC;G@^shK%`QEyz;iW`yTv1pq``GoLo*ddVvqw5;3j zkNCQ}yDes`sqNY>@tw9u%9P5Y|KYOS54*86wg|6pL%A-FuqKojBT`~q{==COS>u(| zDB(mowRzFGNRdr)!`b#zVWGTE0U~~#fh8hLO^a1CD+3w>S$oCL7j`Q$9W#m%pWKkLmrPYn-PmnW5$-o4#c1z2mfKFAgw+S*cZIf zdD+P)P5s|<{fZ_Mzhz*!khzImC019Hs^!aZbN0N#!kVvt@j*iez!m!M-@jkkgO-?= z47>}2maGn0pk>LYy!5xp?%e5kqQ1roeFJa!*qMOQ$3DROn$U~ z@Jlq4fx%dEg%kb4eNiOgAeL;8WEel*U4nk!QS12#{kTt^Cq}w};%_dyR>ZoH&t-yN z`Lfk8ZR@5Ovq{+9;ZWnreK4s?71^3c{C>sBJ|a;Z$elp+N#(_mDgKly-A7t;z6F~I z`p6+1R?`NYX~nuNocg}E)M8>{iG+U`89oGQ9(NnJ3DVMke39C!^@N!-UTj<9dHpHr zcFc~p)))6e(EjFmW&5b|{*&Y!+%!b zi;V13WrcgvF`nannxLX~`Z|Ohs3m~L4M{T17Lxw3_1;8gVTN4xeW3o+OG zqs?wkRsq(F1v;i7uSoz@Q#_<#J9u64JGDAXBI^c|Jq6A7Qxsa?O0KDMFlNw2oBb05 z_Zd!lDgp*+z(CcC=8VHB3Wa5aG?}R1ia(OQo0}PcYytEIc1sS{qbn@)|H|G~NT%&^ zIx^_aafDuX?BpyNCXUvr3oV<4Pm~-P4s4A6)%o81CQqyAeGnF24+TQ%_tzwUfSVyX z9c!?@y~a|h4fFCk2SQz$k_@bzREMs= zyZT_;!U1Ua3u;No>--*|;9swg7EAToQUM`=)%8H*!czbwCdPog5EK$}{?9mib#+yd zDY{}(%j5Lu+Tu7KB~p(m$yg0_Mi^SAdTnRFM#6paAw3I|u~1k;NJ4@(sE8)L8DR~y z{X(%RcV;TcKofrZUzPDtra;<@SBUm&Jt+9hdNP2&Vb^|3)8={kj)NmnUhsAUGun*h zjqUE~BD$EfbuF&V1$9o4XB4Q9>y?y%yc>A5j7OthGr4JgF-vGdlLqzoF+lyD`bG39ZxH2!VC-Vc~pUk%V z@PU-}V7Vg;{N;i-9IyONBeIS+!w#WZ+={LJy``$D;1$MA69c;^Vk$qwI;BXclG7eO z@^5H~I*}NSulADF?6J>Rd#|CZ?u23i-6? z`P8Z7Ysfx#7gC%Vo`l*v2XQ20e4we+>mY=xhoe;LF`QPYzD=;Gop~yIyj*5#-_%|z zpu%*N6LI~JclfO~!{84Bfsm@<-3_0?Nsv~Xs=wm%^vYY^W&s=Nv#Dvsf)DQp)%3$B zf4#@H{;3~*IGOj5nf0DSmaZYTETIiFPzC-1Xz>J~tKcBJdw9eqCc^5XBH-%)2K_2K zJNsLk*EP?O0fx@-sO#SFzDQQ>Rev}&uHu$5$wSI|f#F?<6bDxS)Kzvz8g(Q8Znp2rr zG&5?7P-_3k1{n_+Mpr}2Rzwl?d3A65lStSYu0i1>T#Z&I%XEblqLsz;^!&E47x|}1 z<$uLCDU89E62s}nF|A_M(Q(9=4XEa?DB8%gb0J8DF2N6IkO1d3-T}dvoQ#b~pX@P_ zJHE&YSN;6PqfRoDaJ#RrO!J0qij=2MrV>98>V4=^Su`VT1vg`Gxq*r+Yz8+&j(m_; zA9iK;;%GJdxq^|x+B7kyd^s#$rL=c&ug)G#)%Y9J6aDJmB2+yi#8Or>9J<`21h@4v zaR9YKcvba%W1f*6t7h8>mj!^;01*KA2$#tYWhv>pxcOpSNsoAVN8B^!Vk*ZchRf#@ zKIjtF(XSPJMAFs0l1^<#$dpdntSMbUfcpS{o^6v^_DarO<*tCrOfu`?Tw+PZU57Sf zU0SZ0&xviRY2>cJ6w2p)h+xlE+S43f8DeE|JY+aWPDU;M&a&moF7j!vil1SdqbBvY zQmGu%Y(K?z5WTOaJ3<&vHn;3!`p9Pip|%j-*hVHhcwsC2r{P zjc*0;V2(jLn)J1ik6ykwRQ-6@27jU5hdywFFmWZkr#2v1uvVR_(lzN-v<Zj+3`IJ}hN|`hQp*M8jZsb{ZZS;k8#}5wCM086*MS&|>h%HJ_ zaZ6>;D|cw1njJ`)&d*hMZ!UcHAXDCl^iWGBGVYlb{f6^lfqcP;@|p63*0-NE^pSV6 z1*bfjUGlZl(VNUDo{2ZI)TL>y z`9862>Hg5y=oTO0xdPwHmwE&+AKeCYa6Hd5l0DBPJ!lccmV4tb@M5HiwM9FVLO8aA z@(|ux;s=iE)4obON8HrTCv^;=JEDxCccmuK6J09$ zjCeIAaVrH~^A{x9vuH7Huj8gmY@6bbA=MAhx(nol_K`tx5rZLC4s+k!@v{npn9;Z8dY;l_oH*CB;cD`gDKX?cC(e>!Z!oRab zj8u#4yqD-ah;=rtAM_@B8XYG&8jzTjrc^9pSX~o99lu=OiGGa--$oi)-Zj&dTxP0-sw6q`#ZDaWw|vY z`_)YG>l4@IhTZ?hQS8)@wFR%78U*_NqMkyouiHmk9+%3#?F2XS04n5r%93GeLn(@+ zYUV0tLoy^>Oq?X_{@c=Xs%=`_18kY==Ed84UB7L>io)8#)+p#lyFlJZB&|4E>m%^U z8>VDOvsIHD6%EyLc3{1K=dkOrk#@$aDVv}n&7vuDl{RkOW6m029X!GT$y;dTyD46c0l+D zf?FV;;*;Woe$sQUtj62Dn`w$626V1A?clz{0=M-`y$UwV-uI+-*W8Qyt`%ebxNFyd zyA4g9wJi9j6ESX`_fJX2Rgv?D$B!Pf{u&_%p~4Bd*n})maYMwV@+Edm%aPyTUjh0W zUhGrsP4nFv#H|-Rx8!JU#_D;7&z)j61LHW)tSz&(>JY=1_>z*zlg?Cw(E8s1+m@n& zl5n;cIa71$ee)Oa%z$B2%6#%*a2B{zT;n!cO_WfTB^f2D%g7@yx|~0TeSFVE*Y_8S z21tHHHyqhM?p|8oYx8W(wcovZcly!YaBOj|&p66xj3{}*>SJ5S(Qqo8)te>n#@x>k zS5TB`_G+dNa(55b#;1>P58pb4ws$XEB+N}c8MLH z2mg)#h-DQ2XmihgCvnLPEiH$vC|yxcgioM2V^V>YSAQ%!95=4hl=>t8jz=h^Hh^6Q z9~Zv_p=LN@*0S9&qNGPlq@6CS@q#-lpLiXZmX0%%I}tz11#+IEFr|3i8?pVd>Dt#e zx}QcHEo0!{L4v|(31%HEke0KaGTC;`2ABu?%{kW&_hiFY@FPM=KY`n)u1n;D+~8jv zy=Z9n(7?Nt9#!ArZlFYqVp^G<&n!#muhn3rBA`+>ps$QZdb~0nBO0@?Yn!MZx2CFN zNlbY7?==mniF_BSk+RX?`=Q?^9IH7low~jK;SM7Awo&C}cy% zKITzhdhcWJkw_P*7j?HVW&CKx>9U~Sq^>$z;5Aw^`se0ChMyLk>EiXV;POo>B3HhH zf$_UX$`WseoYI_!T=()xr`DEz-S1p)^(ey8(7vEb4SX>;PHZEV`2a_M!P&NPchP>lq>2iB28OS5S>Cw6Fvzuun@03S$CH?#nmI-< zMlMDIOExfdqC}4wq%u-L^6Tj6LNktWsZVPw4cuh-2!zzRgOl9w8>KE{$Pty-}Q|BcT;B2L@5j#fkY!EpO za%{z!{h=)64k^v~0OAI#_K=1({*YQt+x~!&>NA)2@J=l+IN?8D|1fnf8LvgNk`P$- zylK3BSVahcn)aHrDyb-mnkv$4vyH~9C5!7WH;dj%tRC(~wk);%iLg)=1D^FW^){^& z@P`s{(UnIByjQeGNN;P=?D`M*%qH7x-G~s`ot=~ADt@Xn(zvD#4F zE|25JfC>456HP4*4;U5Tvl}U2YnI|)XbE(Zb~ZRy&sf%8P0M}r`qnB>EQ}Lc#4cVF zJCq|MSCC<{pI>&+(j5JlCrN5hzH=U$1`IvL``*NpYezO-c((dNEz&~Zdwze?N9RF> zfVKb!uEuqXlb#u9l5n)}OM#atXUOk*D1(O9WUgorwne59Ku{W>|MTv*z&F#*;l`Hn z#o8h$2vArndi9=$<-F=eeQ)KbO#o##W#f$#cbs!jK-|lFt#BhJR+^e0Mt>{znLnbk zasPCT_y?j$DYfXG#KgNs1UIhcwAZU7=J*TfWL#v

      =9=)UDmM!I{tPre7ZLfu|f` z8lh?7PAgse5O)^Oo#C7MQu&2P0sq2@VR7{=yFt; zwslN*PxFTaxRYKQzbHpkuO&LH;3~s!6OYy_ktl?&+S(VoNLpo@U&GsU&*ALhg=M8> zj(IOBMPhe0zFxiR;nL6606WCo`7uVG^v!6p@Zt7i}qf~ z@Gzw=$TRrNJ87E`YV_ag(rVOedE`~{IN=_$YQyzHC!y2bC;8bo9kFT@Wy!OCG=XWa zna+PhuyXc5qTo9-@|Q2A*@Yg2c1P{Q`I{@d<%z;iWV=A9^iS#~HWzoA$4@uc_U4O8~L?wgs_yqE^g`46ZhNzU10yx*;zv*lpZF5iHk}5eb82u z;$}{I>9fyvoaupX#fk0~*pmAhS48DgoUr9Lu;W`~nWLowH7q;mt>gO`q~^D96qyuJ zuVs-HgTW~KBJe30&Ok2{waMKj&whME-W73me$WW~ z14?PobOCyx*MfqA?w+22z0TvX2HzcmS?I9d$8NWj9*BhLxHmg$)5slfJp*CzuuNRO0DE9PdwM5XY#%JJd>?)*LRe>t^AL6C;Z}d#G5-YFu9vD zZH#7(siKOC$#Few1-}0M>3y>rVq#{d+~Mm3w>MKU3IHd`FJE$DnxQ7uj>m=uy@fyN zZBGB34RIT0Ix>R0@h3hMrQ~+wh)fv(=3-a3pI^seb~ZT>1lTr?j*emq33UK&+gXCf zmw&z%e8#lVz6Lrp3QD}kw&R-fKXRVa zhl76KA48rLA6a+MVIGG9PKsQv*Rbx#_hFN`Ozpn4ND_)@7 zgE8rV7v4IydKwws_AT&gJMtD<^YVlqQ!~B>>OB~P4d)EU{iFq{DcL8s_nNUl-$clH zE>%4Ybo=W78?e$TWxLVt*5|*Z|7t8Z=;wm!9h@aakR6oMJt+)b+}JnY2jXLNWphZL z0rU*iFvKSF`8Er6J4{43Tn5kqRdy81HP{-j{RCh3jl*o3#e3Jj8M@mS*TG1!aDP41 zf=m&_2B`Ie_$1mrkAIKNG-?dJJ&u!ZT5kDxsVIWp;{oE$PW)rmiRch6zuUaigV$Kc zsq3XHY#54`fF3nCw8)lnG6}EO^oX}~bk7MQnnVay5Z2dslkNqiIw?!Ye#x4@U20xu zylrRXGrcVAhAygknupgQCx+|G$ai0m>QAt-&$U z2cGtzL`t;@?#im%ZfucIR9c@8n=7!GG`BUA?9h*n$W9D|pkM`*z;kjVa?mriuZge4 zmis|Py8XWoCSV@`M`ci*?7kn>U_$0ZAsYG4nEY!csI>+8P6)Hm??gF+!71mScuAKJ zLM$$qT%OnB5y}gf-Qy@X$Zp=s zjZRXu2Eqo391;VsggRL--`x)ldEP(si+T+(EMoEIO55?Rn_<|L5I*ArAnJeP>oUwk za6~(k@p#zZ_G7JF75>iob`Li2u3xYZ1Q(y_PG?U)5Z7a6h);V1sVt|3|3Y441ozVH zhV95>$p2xI|ZO_XXk zMAg=^!^F26gYhWH$mAgIpb;>g+^k0@SrM14tDOVG)#Ndv2KDQvr!_@T5d^>{6J^?5 zdY-$~0MQ<|tV`#1c$qfb*8$jjnO;XcFx>)BFajOhX5Eb5|I`kEoDbUn&qt@|h~13+ zF{A?fAv_lFD3m@MAwUhJi1j09f@EO->+1;JC>9pRM{^L^Gmqw=W4N;Ev z2kHZds{>6KK?)!P_W#GUhfx-QJobEmGTMOU4J>E@9>Y|bb`pV}`zpYpIMeKS5JAgA zD^j^bMg(~k3y@!aL`Bi?^4@*F2g~ISfM&bK3cyr)*w=rC42=Pc>Wlwk_5US3myY~G zP88WUP5};N(Vpv*!=9$b=CCzqd`gOxn%XoYya9SWAn^t{ ziud)R8<)y;nK@Xq^mJk%g)|?}3GQA#;mwEwYlVxAZODwYE(yS3*irxu1rIwu(3AsF z3IUT&Hb8z}3t8+t^TKp}Kt=HB)2G+bg?V{FK&U*?>|zzt_hPROrbl67VgmBT`CnOd z8FKwiPTK&90a5=z{#gz@7g!Jw4pvD=R0hmi*H0|;Fmk&dBp-q>?&$o+mAUOA?(pVx zJ?b?~_iGK(rh2nXkG^q3fPkkRuJwl31K~6uFM12tviD>?VEapi7=rui!EEM1zHqd| zasc>+R@zOD`MKS|dO7Dio*(Vz!O0*Y5!XzlCxFS>C7Sd`{}KW%Xh;KpIr!@x=aH(G zT(;hqBbS*~T4g(zBa?JD~4=+n6Pc`CjRs0SprD2&8qgJiG^ZRcQ6tzM* z5@0hVB&cA;fUS=g$i9^b5dq5u@;0Y1TcU3ujhSz$BrXGs^zWYr7zI$s!vVE5OpAVU zVlNTW1tc}67Z+6Q>{CDnFIHTg{eQ0`kR~6Q6vqbvCZAir&=fBbh}J=pGdMC*AQ4UK zyg!Zc4WxlJu7_HwTy`S>Dt^HY-UG1gb4_x&2Q>!pA4qVS^xKCf^1r~O+*3u0jV&!n zJTxWHKM%L(7E7%>y3NjpKt2SMbJkiy!@Q2$2)+S6MwR2HbWToABT!cZp>|Jye~tC* zN1)#5EmF+2cVYA*yay<;!^-a$;FSU}sR?*Vzz5yt1mGQ5y>IM6`iA}+z>zQ(pxdGg z0f65SU`nBb`G#mfH=G3d*T?>9uxmgFB@QG?*UNrFz$NH3+WT+*O~S>;?*orvd4mod zQWa4B1E}+jfG0b^HBC%S&xW~{0j&>Qa4s$|nzQDtw_W@*lEFvFVgLtp`S1pSCIJI( z+kNim8b|@Mj097o0kXrz{tV_f0Pk1XF7kp=dvq^5Kq0E^=40RP0eV@`Zx0klXfDSR{^BNujw z?Ca?nD^jHVj!EYG#h4qoj8dH@oSNC8Mu+tSue<;L`|ku$AICfV{9uwTJv~z3?|Xm} z3FwIe0s~ozB4IkThzNA?h&P`Wn_XDbhCk@Hr{CPT18tQ!U=!H!;(uFgaf5ML06S4C znp6M|hW0M|JqvKAMS?dLCx%>D46u@bQ!@pO06=q6P*C`tK&KoU z7G`w3)CSOVI3NWB7mzVAw*j-%`{A^I6K4`=o_-f*`Tkk$4r%hdqz97i*NocrCSaLi z@*-gIdVavMb6EC(MT3o_x3?E2PX+2X`?C!xK_Gel*nfK1uw3nP?+R0Afn|7+45}tT zu%i6Lo=yc1)r z#!Mc(;-Pyx%TLb1fwiLTiU=IsP2gFEGWZC<=78{fdVWsH!;>;wV`f~X0h4Y4?*vMp zCGYcLC0P+55(hEVX|)TX-g@?BQT%z1ShzV9f(MGlH86A7bNrs~mtlljV8b7;tJfJ)W>y8lK+Xdr( zf}mPw30(t8L$}FCn7z3kFUf+jdaOrs4Gau4?rH$b01`1O8k%a~M^9nh_wDB+eBf;s zF(3fUGP48ir1<&P@NA{wD+aaFY>*uQDOw~TPT22^QNYyvAiaPw2LNAMr`(8=(E^WFt$8PKC&(Zp0zyb;W@ebrdAweh2V4#^pvVE9 zM67TUrojWu=^jv213&#W)yE0YMvRP&VOmWvw}Yj&G!Vbp+)oVn`T74Nm~fwKf= zb<^>DF9aK2rhwPK20Jp4)&co58O#q83wkF5$rfydVHsW9_0nG;Hk@s8DtruUWY^Kr zIk~(Ps{m^0)lcT;??JlKH8~j%vcPemnk$gck^>YQVE+7fJGr2oJ_GtPECK=vOG|oi zIA8>BFj)}6547Jee`wPi1$oNgzyLW958*eM8qs6`3-(Od^XhHh0lng7pU)n2RL@AtmH=Y5{<^X%{Uo9Rx~QX@ZK zmc1jga(S7=vCyf%Dtobz$M^+m3@d>hlO`lWeK`c zbniMWIs8%0B0a`eXn9Ee48cT4uIWMRPstLp*7|x!)o`keIYj36Yk^^;!^|K3ir)6 zuT&@umD$74jP#P7p=R=2Q|{T+lI=Lyn7V|fHiX-x#}0R}Sgc^4A2!bJK4MX|$lP2r zzkRzb+}75X{~{!I$Hh(QFKKFSK3!C#C6P$%BEHPb%Gz|+kEsFWQDgz&1jNk9@ssE& zp~tQD@+z&?WLGKtciY;cVqyS-7~;S#ltSe>lhRWvdrCS|no7BgpwG3mT&i}aAW)yu zva%woEszfqJ7AoF;ytmk!PW*Xe{T8aoocK)jH1G^;H3T%m`7(YGBR@g=FO6rU%~j^ zets?@+eG#b4n}nCobcHg_$9&NvUcsS(CE*iNJjg8{KN?-#%#dC(Y|`>J>VOnnWf%L zHOv~gxkpsg@T@|Qefv~qjT^kZL#pMj9v(&(7OBSByAyb(D%Hf-Jn~?U8Hs`Xsjsg; zdcUQsOLDv^y6#0Ma)A8yerxGOi)eVqhZ`ji%D<6{Lj=l#EJ*QFE6G1yQSnzuYYK%z zjj)l!D(0_Ioh?2-y3-PCRjWTr=1$PuG;~e7Q4piYKJ?^Ci1O*#vuBwZ#X6Y!7H)3f z{NmBVOL~t4S<~KLa>LhU)_fZUFaw=H{l2@eM@Bw`nYC{6F<0m09sBOPX?7tYALi!f zj!#T){oZfsvtM_t20R%u5DK2*|s;gOpvSpMO4i z=t8EOjs}9mcqdoaKSfp!Pa`eL z`l5S2uIins(8xb3;2jF#-Dn~FD|VTIS91Y$9MJ?&V-Cbp;n;JROj4Av{DPjm)KwQ_N{>oxvoXn#LvuSwH_-->SJ%|9 z1_-<+Jlqs<`=XUA4dB*MG;86J=`9bk%h)_G*}1MLxNe+AJ?!5<>Z^&04LIC8(qt@L zlE4iscMW{o5EA^VvuuIwzRY~zLcsSt!OsICT)%beIb1sNP@zf2%a$dPw_k$_qp0=) zCEJ}Sq14$&~r-t62gh*Tf`k|_Ul%ypE;ml$ygDY zJvp?SI{C=kR8%<79IVI#+;Hdc6Q{TYOgKITU~hr0{fDuLQ2DbmDs~WVG?njEN`b!V zl=pAF`Msq~wU-|a0K&*}>0mkVmTuCC?d7C|(x2Qoxni~)J=!rR&XluClUe%iytXb!HlOxzL(j;5FL;BJ=5=m>St;z)q zFW`to_SO=oglDzWB?_43d%3dUnSzW(Z-1K?{!@UNK&eqtQG!}Y)tIBLeU;@vt$dP# zg5|u^>CnY5?V5Xe9T)&;9cf5t2+5`9qj66?a9}FVJ*z2df_Q(bz}qJBvAd(=f%wZl zOiF}UfdKr^t49@`J|)*08yP_yPD&CCaZ%YoO&yJ2dvDnA0DMCIENOj9TelTl!l2|1 zVYBn_7Ty3kl0Pise8m{b#l__mz8a%S%>{p{p`nK7Kb?#$H)#EI*MJ_~j{=jJ&=ezc z^Ay&o!%~Q(6we=)NTo*zRMuwC&b-$?_vhfcX&BG+JuI~dxS$J^Z?%0l(+=T3mMkWJ zn<-+1$J}OZKuTbyG`lfXVvPKqqculgU%iInEz}(m9Y5tFB9oVQbd~+X7(9B}qSwvC zBa}cAxj+?D>5r{iQQ+z|j*i`fgE#S0Sbp**SDhFe@**Fw>%vrl2zv09)h3x2RP-BF zGpxblWQz4n*1>GiZp9SMi##uWTU#$>u$$nu57a!fKRcY0BO$xu*tAde<}3H5I+Mz= z($;`Z_S4_rzcZ@wgVASIabr6Kwx(%O*VL>!vs>&OkI(pQ{LPyvq1W$eMzz`Dl;@m0 zpl-q#4igR?WcLxJkG9IpA%?s0bXmR+i=d>-P4)&2u!=4>IvWN@PD{ zu`2_0EvUdSi0XyXAgJk>(Z=#J$;+bp?Zxv$GBd}rH1DM>NAa)2tfm>Z(Eo8ud}}+9Qr9;=V@eMmk7{e3JRJ+{ HgA)D+X}XSr diff --git a/v1.1.2/_sources/getting-started/tutorials/01-vector-add.rst.txt b/v1.1.2/_sources/getting-started/tutorials/01-vector-add.rst.txt index abb31f43f..69c28177b 100644 --- a/v1.1.2/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/v1.1.2/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -233,18 +233,18 @@ We can now run the decorated function above. Pass `print_data=True` to see the p size Triton Torch 0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 - 2 16384.0 31.999999 38.400001 + 2 16384.0 38.400001 38.400001 3 32768.0 76.800002 76.800002 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 - 6 262144.0 341.333321 341.333321 + 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 - 13 33554432.0 842.004273 843.811163 + 13 33554432.0 842.004273 842.004273 14 67108864.0 847.448255 848.362445 15 134217728.0 849.737435 850.656574 @@ -254,7 +254,7 @@ 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 51.595 seconds) + **Total running time of the script:** ( 1 minutes 44.469 seconds) .. _sphx_glr_download_getting-started_tutorials_01-vector-add.py: diff --git a/v1.1.2/_sources/getting-started/tutorials/02-fused-softmax.rst.txt b/v1.1.2/_sources/getting-started/tutorials/02-fused-softmax.rst.txt index 9a4c73215..e5b72f095 100644 --- a/v1.1.2/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/v1.1.2/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -287,16 +287,16 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t softmax-performance: N Triton Torch (native) Torch (jit) 0 256.0 512.000001 546.133347 188.321838 - 1 384.0 585.142862 585.142862 153.600004 - 2 512.0 655.360017 606.814814 154.566038 + 1 384.0 585.142862 585.142862 151.703707 + 2 512.0 655.360017 585.142849 156.038096 3 640.0 682.666684 640.000002 160.000000 - 4 768.0 722.823517 664.216187 162.754967 + 4 768.0 722.823517 646.736871 163.839992 .. ... ... ... ... - 93 12160.0 814.058574 406.179533 198.936606 - 94 12288.0 814.111783 415.661740 199.298541 - 95 12416.0 812.498981 412.149375 198.854847 - 96 12544.0 812.566838 412.971190 199.111113 - 97 12672.0 812.633240 412.097543 199.167004 + 93 12160.0 812.359066 405.755985 198.328233 + 94 12288.0 814.111783 415.661740 198.694297 + 95 12416.0 813.330613 412.149375 198.407990 + 96 12544.0 812.566838 412.971190 198.569388 + 97 12672.0 812.633240 412.097543 198.776477 [98 rows x 4 columns] @@ -314,7 +314,7 @@ In the above plot, we can see that: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 3 minutes 25.280 seconds) + **Total running time of the script:** ( 3 minutes 23.413 seconds) .. _sphx_glr_download_getting-started_tutorials_02-fused-softmax.py: diff --git a/v1.1.2/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt b/v1.1.2/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt index 9e01cd33b..a5b3a87c2 100644 --- a/v1.1.2/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/v1.1.2/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -463,36 +463,36 @@ 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 ... 3.276800 2.978909 - 1 384.0 7.372800 ... 8.507077 7.899428 + 1 384.0 7.372800 ... 8.507077 8.507077 2 512.0 14.563555 ... 16.384000 16.384000 3 640.0 22.260869 ... 24.380953 24.380953 4 768.0 32.768000 ... 34.028308 34.028308 - 5 896.0 37.971025 ... 40.140799 39.025776 - 6 1024.0 51.150050 ... 53.773130 52.428801 + 5 896.0 37.971025 ... 39.025776 39.025776 + 6 1024.0 49.932191 ... 52.428801 52.428801 7 1152.0 45.242181 ... 46.656000 46.656000 8 1280.0 51.200001 ... 56.888887 56.888887 9 1408.0 64.138541 ... 67.305878 66.485074 10 1536.0 80.430545 ... 79.526831 79.526831 - 11 1664.0 62.929456 ... 62.492442 62.061463 - 12 1792.0 72.983276 ... 71.588687 71.588687 - 13 1920.0 69.120002 ... 70.172588 70.172588 - 14 2048.0 73.584279 ... 76.608294 76.260072 + 11 1664.0 63.372618 ... 62.492442 62.061463 + 12 1792.0 72.983276 ... 72.047592 71.588687 + 13 1920.0 68.776119 ... 70.172588 70.172588 + 14 2048.0 73.908442 ... 76.959706 76.608294 15 2176.0 83.155572 ... 85.998493 85.269692 - 16 2304.0 68.446623 ... 76.809875 76.563695 - 17 2432.0 71.305746 ... 82.874527 84.877538 - 18 2560.0 78.019048 ... 80.709358 80.511054 - 19 2688.0 83.369354 ... 89.044730 89.676257 - 20 2816.0 83.233226 ... 82.916747 82.602666 - 21 2944.0 81.832567 ... 80.640830 82.169877 - 22 3072.0 82.181572 ... 88.473602 88.473602 - 23 3200.0 84.768213 ... 95.096582 94.395283 - 24 3328.0 82.939284 ... 81.346098 84.695641 - 25 3456.0 81.932484 ... 90.180725 91.097818 - 26 3584.0 87.085130 ... 98.268190 93.564405 - 27 3712.0 83.317214 ... 88.443865 83.947349 - 28 3840.0 84.874902 ... 91.322872 84.421376 - 29 3968.0 90.388098 ... 84.210698 88.615785 - 30 4096.0 86.480498 ... 92.948562 88.243079 + 16 2304.0 68.446623 ... 76.563695 76.319081 + 17 2432.0 71.125224 ... 85.134737 84.621881 + 18 2560.0 77.833728 ... 81.108913 80.908642 + 19 2688.0 83.737433 ... 89.888756 89.464755 + 20 2816.0 83.074685 ... 82.759409 81.218262 + 21 2944.0 81.698415 ... 80.510553 79.737653 + 22 3072.0 82.181572 ... 88.612060 88.335577 + 23 3200.0 82.156612 ... 93.841640 93.979441 + 24 3328.0 81.530349 ... 84.795401 84.596116 + 25 3456.0 82.141178 ... 88.595129 89.281913 + 26 3584.0 87.296493 ... 91.563533 96.683219 + 27 3712.0 85.675250 ... 86.191546 88.561477 + 28 3840.0 79.448276 ... 84.548438 91.322872 + 29 3968.0 86.973584 ... 90.791620 85.871877 + 30 4096.0 93.142072 ... 82.040176 89.062862 [31 rows x 5 columns] @@ -502,7 +502,7 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 5 minutes 51.135 seconds) + **Total running time of the script:** ( 5 minutes 44.408 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py: diff --git a/v1.1.2/_sources/getting-started/tutorials/05-layer-norm.rst.txt b/v1.1.2/_sources/getting-started/tutorials/05-layer-norm.rst.txt index a788b085a..661b38c33 100644 --- a/v1.1.2/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/v1.1.2/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -38,36 +38,36 @@ Layer Normalization layer-norm-backward: N Triton Torch Apex - 0 1024.0 307.200008 98.303995 303.407414 - 1 1536.0 351.085717 134.050910 341.333333 - 2 2048.0 423.724127 161.684218 334.367350 - 3 2560.0 465.454542 181.775141 328.556154 - 4 3072.0 511.999982 192.501302 320.556515 - 5 3584.0 554.941930 208.271186 310.527060 - 6 4096.0 568.231237 220.412561 297.890900 - 7 4608.0 498.162157 232.825259 287.251954 - 8 5120.0 527.381977 242.845844 285.104413 - 9 5632.0 540.671974 243.545956 289.438969 - 10 6144.0 544.118087 248.661056 286.322318 - 11 6656.0 532.479975 256.000009 285.767438 - 12 7168.0 507.469040 260.260201 286.242939 - 13 7680.0 479.999983 262.564106 279.272719 - 14 8192.0 463.698115 267.130429 284.526763 - 15 8704.0 416.958106 267.815384 284.987724 - 16 9216.0 429.483477 272.394084 288.751954 - 17 9728.0 437.213490 280.278512 290.027323 - 18 10240.0 449.287041 286.767793 290.840246 - 19 10752.0 428.651173 247.172406 290.594591 - 20 11264.0 429.104745 245.536784 286.980888 - 21 11776.0 423.724129 249.888595 288.981596 - 22 12288.0 420.102570 254.673582 294.323369 - 23 12800.0 414.574901 253.465340 288.450715 - 24 13312.0 412.242569 252.759501 289.916513 - 25 13824.0 405.098897 257.190689 292.056329 - 26 14336.0 395.021816 254.297107 286.719986 - 27 14848.0 385.662341 257.479779 289.481735 - 28 15360.0 373.874218 257.970599 287.550706 - 29 15872.0 369.474279 261.806182 289.899545 + 0 1024.0 311.088617 99.902435 315.076934 + 1 1536.0 351.085717 134.050910 344.523365 + 2 2048.0 423.724127 159.067963 334.367350 + 3 2560.0 461.954908 182.857144 330.322572 + 4 3072.0 519.211251 191.501303 321.956335 + 5 3584.0 547.872604 207.768111 309.410081 + 6 4096.0 568.231237 221.405403 301.546004 + 7 4608.0 500.416301 232.336141 287.251954 + 8 5120.0 529.655159 243.809526 287.102804 + 9 5632.0 540.671974 244.869560 291.939522 + 10 6144.0 548.163546 251.202731 286.879370 + 11 6656.0 536.053693 256.000009 286.793541 + 12 7168.0 518.168681 253.734520 277.919225 + 13 7680.0 488.912481 266.358392 280.547947 + 14 8192.0 464.794337 258.354805 278.481578 + 15 8704.0 416.958106 267.472468 284.987724 + 16 9216.0 432.000001 272.394084 289.887291 + 17 9728.0 439.683593 280.278512 288.950501 + 18 10240.0 446.836366 287.102804 287.775181 + 19 10752.0 430.079980 246.699797 289.941565 + 20 11264.0 430.471331 245.313973 286.069848 + 21 11776.0 420.571432 249.447482 288.981596 + 22 12288.0 418.909088 254.673582 294.323369 + 23 12800.0 414.016170 254.094291 289.538159 + 24 13312.0 411.711355 252.360194 289.391298 + 25 13824.0 404.604870 257.190689 291.799461 + 26 14336.0 395.021816 256.000002 289.129416 + 27 14848.0 385.245405 257.479779 289.012175 + 28 15360.0 376.932517 258.332158 287.550706 + 29 15872.0 369.832994 261.626369 290.784741 @@ -329,7 +329,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 2 minutes 13.604 seconds) + **Total running time of the script:** ( 2 minutes 13.257 seconds) .. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py: diff --git a/v1.1.2/_sources/getting-started/tutorials/sg_execution_times.rst.txt b/v1.1.2/_sources/getting-started/tutorials/sg_execution_times.rst.txt index b15782bb3..8584638ea 100644 --- a/v1.1.2/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/v1.1.2/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,16 +5,16 @@ Computation times ================= -**13:21.722** total execution time for **getting-started_tutorials** files: +**13:05.655** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 05:51.135 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 05:44.408 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:25.280 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:23.413 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:13.604 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:13.257 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:51.595 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:44.469 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ | :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.109 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/v1.1.2/getting-started/tutorials/01-vector-add.html b/v1.1.2/getting-started/tutorials/01-vector-add.html index 1da5b8fec..de9d50f98 100644 --- a/v1.1.2/getting-started/tutorials/01-vector-add.html +++ b/v1.1.2/getting-started/tutorials/01-vector-add.html @@ -323,23 +323,23 @@ for different problem sizes.

      size Triton Torch 0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 -2 16384.0 31.999999 38.400001 +2 16384.0 38.400001 38.400001 3 32768.0 76.800002 76.800002 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 -6 262144.0 341.333321 341.333321 +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 -13 33554432.0 842.004273 843.811163 +13 33554432.0 842.004273 842.004273 14 67108864.0 847.448255 848.362445 15 134217728.0 849.737435 850.656574 -

      Total running time of the script: ( 1 minutes 51.595 seconds)

      +

      Total running time of the script: ( 1 minutes 44.469 seconds)

      <{~-}5;*esM4FI7^L~@g1w6ayjuNkvVw8Y}fR+l8FEz1!s5#?bC~HMX;NSR+>(gp(^ju!T z-1&~xxH#0KR_;$Nd4cw8e*J#T(eF|ckY>+eN*Qn8PMte8(6~!T&;g2Vp8{L2XC&bF zSj60N?78TvXMti;xLh|or*wUHvTmBtdE&pr`L^D8y0o;_dYq`H@LY;TKmkiK!GBd= z#6bV2M{HH&NREU!Q7P0Y2?-DJL$yqE=ODj&|E-YAxu5Lw1qe;C=D%FumW3AvMu{qL zFTPQ#=u(^d<*r?08YML|h=q+)VcgUfRZeMXlfPV~IYAD2++2<(iDN)KJp$5=d8eKf z;&kM9NeW3YIa6wDh`T#a?{n3FMv}0BinIVe!KAQ ztwe;}%a}qoF7O3F0tyR@CLmSMl&n_fAJv7PB5U$Apbek0^vZ%twfS8$rLbHSAO-ae?Yv%0eA`H2Vv3SZX7ODiLAP7R1eY)$6+I76p3 z9lnm8($CI`uI?o1LP{a<6Ug#PdSXwz7wApm7j`i?d|0j^m;~=AE8^;eA8z~%F4SF|L?E-1w7zpQ0#-V za5WrYMe}$E2k6~iZYp}%nc(4i{^OTD*P7|p$@kvAd;QHs%kbXwjj;}IOd6A<*yS3y zcHSGuF$t@$jaS(MX5`Bgj;P9ncg$V)c9f$j3V4Pq<4d_s8-qWe_s`UVl2R>UVr=0_ z*XemVALK=7IXqO#NsOD5l3hxY9aLt+b7I=~1;Tl>EC=X;Ug)>^y)7gjO(NRnbauYH zoHi`;65rJO6QeR6%_3{bDqs&ruBE3eU$EGZbg~#&-?p|z>_m4(&kyJRtE;L?m@+uJ z3dcp4SE%68@R`&pRz5RRk70CMB!@HXxwM8{DbfL;X>Nc$2Walp+iw{Q3SMrT7Cj#T zaob)7hmoTIz&957z z38S0OqtYd{pq>$gFs^NSVNEfo(cX)1B^v1Z6G96`c(wr6^p+`yf3hQB*&xQ?-0ET2 zFlacbYnCsvU_aUn0~HSt?EeWC8jxU^b&pP4xpTYQY1Ri(e7L{T>KRRuMyDG^Da~2& zvCHaAB>Bins6}L2@yzEb)#e{7p8A>QanqDCn;`j)4p>7UaI#`fQo1s22HIH zcVRjBYn3h?JWn(lh6hvrGt*M=LxgKVJ?WbbC>`gW<0iMrWIi$AB!ZUQ264}7AjwZ0cueEkbj_f_xJws+EZY|7MGA|Z-(ZB52xW4jiVWx zs@k0>X;cfpq#A=%;$UkyG3iyOk^Nsm=8Jd+e4Q^ve@{|6@1vKpvRw(^eI)Gu%(dUD zrp7~iwHIxaYtu!zKmFWC@{^uVlf9w~`bT7E)sU3FNwH2Ye7^@w2teZ?78j6d-|V&7 zkLeDCA$F&{iT{qapb>N)9-6|ZGc7AuDiM~*TlyP?Zo2+Y@GQpN3=QqV=jXe4_>yO4 zTBk>;T>e;w&z~K>PjugO{P7dvuXTR(I^?ptG+*i8|8fgSM_8-8Mey&pezb|Nrh}!M zcf-fE)v*QsbjMMHF&d$P$hKcphQ@)ZNv}kje9|5_W6Gs5f(Ge7HO8G_%6*_BkUm*8 z_^T~XY4?9#_8f9~T4*oueG=vK}I5}Bw@`%fjv$zMpW;K^$Eq<0? z-YSj>J{P!%joGQ3Oh9TGRu!b(=aI&g8dmz^YB$K7X^4+E z?^?MXInj{$Zhif;K}dv9j7l+mDFP~odZwq$L2DP6zWl)3i3W#0F}Nx+7}6}v(H`dF zdT7rf@7DfSV6Zndf(UhoyXzuUq>0C4+&fVNbAPZ`#-}HVg4MDeg3hjXHaX<>=CzQ6 zUz<7L(nDHLI!&{KYdf=J)QtdKuqGuxrMd4ZF(4;yFdr-O`gO%i0%SVD{wjjHZy*IR z0B{w|7KRc8JO{EuP5p1xpFhQ(wf&+opSjSKJltKS=YiukAoYofaqS;~N=6{0IxrSp z$Fp6cZJ?Z!&&3UDqaX}P`C~Zr31e{Df7--F3lVHLP*f(RPkpS*&8-z}8$1qxrxvgY zW7yJOcdT0%d4Z0PZX(I+<5@}&)~qa)3hAVn28CgW+Oy$TY0@)( z5m=3{={hTL+iIfPUNcSnHCFHgXsbxug$HKwe^-$KUy2oPXW-YtKyq&fz{~pfgWdY_ zHYv>Ix#JnY!gPp<#lDHvI3jTT%iCPiqilzwsJW3b^LRva-+v+_F9E1@7zrzY7UG-oC@f_g8dwmf`DrX%~q$#VsE+FVN+&Myc8_AS5xr z^Q{ihX2>TJmS--rfudyWE-Mlr^;bz(ci#M4XKDw4=SUkIes-{?zkLO&)`0dj+`a-O zk)#hFIv0B4a15LM?mACYyT4Wn1vtzH06k39I8J*)ez%VnuQa}T1P;n78$hkTA|Sl~ zl1u)8>f%gL{;bF-B4Ee-mI4!#bd+t@-AfYi@EF2&0BA;9z%M_2fAy1X-_Y2Y2|$b8 z-Q6FXl$@GcH) zCdqB??TFY#>%dI(+hSt;h?=Gk=zqqHw%OJcJM*s z0mny5V6iG*S=lt(EPt%JUDkFL;L@;64^(l_Cp&AXycj?S5mzEL0V4@C3iO?u)QSD? zQ*3zvU10+>g?$A|Dq8&Dvs76^BC_2b_N$qot1=;TBRoF=@Z_>slP9ELQQw(qdHm$b z!u~JD1f2g@xwB$)yUH#1R1diAl2AZhx)PJzy@X`@6VeNdCuw5JU6T=ryLe>{Kc-qQ zebAK6^?%TJ=yi6}n3Q#PS1hP}rwK$`tm)aa<$hm?gD!;Gq)g|6x2N+&`@u@K+NZx& zjjKa}riik9a^sIvmS9Pf-~MS+B{q7MhKDjqVj*EHlZVCF>i~E$SLc{gOmcDNXxMzB zPM*_cWgJ=7#wOA>RjRpA(tLVhW`y;eCQ8a17{rJb1rbO#d8h&Pcx`C}dz1Q>%v15? zp9T=li6A2{y4i!jw1&6-_$l6!@dogwhvT;A$9!Vc z)NtE6L<8QdSGn4(GOH}m+=C2RG0y@R9e3Hus)2F6+Bj|%r)}>XE;H~&~hd8O>Edqi-H*w=sS^`pLYXv zVQd2k2Bu@h#VwcA|BiHNN^N-sG=B6DpoLtjuN{a^Hz5RqfX74IRH>M%{AU2(9%++y#S8(;#F~Yw>X(-Q<9KR);fEHQsw!lp{dY83 zV01F=%c(Sr&i_cG3pt=^yLORVCnUUoeRcJHED!s{!%u0h3bdfyQ8YI-$>&hgh^rL~ zIC;s7v~vn}sgn0g%W3&*Z{CbrZ}O)TPw0GqAz{d-*XLH%J=@!kMRGR3S(d+V^XON+hh`>T@bKOv8ChAB5^DK%2k zfhwU1tpLmWoP;E-HJDS94yclwPF0oa0gbY}TeGhBtsW9u!_qY#Mvbq|sZ=>UcmM96 z)hP6woIqJgEVyy))ksm|m>bxF$FXnZ#5Yvkzo#YCZszB-ACMqXl9xDfZ;+Sy10(r` zh%ybmQ!vZz3>K*y<}ITaf&fXeszYd~_kK?>8cW&LbspPpYCf(2AF0P<2+CfS{Y}c0Xu{ z%tufvLO8g&BLIZ>4`8GoeRooJCmhQgnq(C1w@rHorApvl8-x_XCm_(`vH>@^0<8DJ z`ft)uP}_bBYLm4M5)%_4LFZd_ zrXi=x`1tt4-%O;zC)dFzGB!84(QO&t$?0$a1}_=9P=*31bp>3{^89EkXdfk=0lzwh zfG!Z4{2m8EC*-X^RYVS>VmM;AyRjaHI&u96c$kq#>^4iiiKFEf+2C0|q^I9VooJ_E zm8%C&vYena*LE#A`5^lK)XQXq7bJB`Lf88V&!)EDJ*lzI*}96@w@CYfyF-6fK`^??DG;y3Ew} z9z$)@Tj4l3V%vkF_J++Ldq2l^f zWVDT`(}b}^mfG3 zIXbihf*@l9neNu=L)7iu6BD7$_h+2lwb7p+RIF2K`w28hEPCUqEsCZMV+1iJq zoH8>j+BmqQ?9>YECZ*@m`*nr>5)k9$9#C5CL!t6PT-zNmUP+gA1ratS1`uDdIep8% zP;m$Mcb3FIBBmsX>`yD$al>Qzx6jn?uLwp^W-_F!9U^m{mf)+DXIhT zohbf58Cut14n)9&yUXjpk<^1YUo%}I7CI!K1cE-jIv2Cn>#IO)tr~*GgL)V&G>whZ z@4eCImw*1c*_BJ6timqh*1l1{CV`Z-1N6q)Q~7{ty;x|*Hn zNLl)$Ik-#JDE{UTrgpGRuvPo^$PUmLgYD-FkiT>1H7GAPmdKbpAK1}crAvITZx2>>PN8lD!waGS?I@qcb~Zwy;w1+7HR?LI4dZrzHAsPfLqK2QU8_!fhtVRO_S^^2Q%1Dq zOJ1E7Ry?j|f9gW3K0i{q`)A#PNb>53UO>EZP2sY>t6qj(h~GU=@cis z?!$KMqr80C!%1l73J@F;w8^c~QDZ%nuLvH#+NitPxp8^PP@CcAM_L*{TdQ4a$ccBq zJqaybh`KXNg21+RxUToX70)awN)7&E~hQ; z=E+T;AqmMyNUgH^I^H|ih%fsbV$BOS^Z?RkriD!3g6#kMhh?X*5CH`12~JN>%YL#_ z5MjIKI5}sk?!UgLr0hFOF4_#?=ckXm4&?4TWmi_^u6KJ)V)H4V1C69KOtm3=Yl(-L zmY8oW!_yijB^GFqdBP^x@+W7GYRTz!Cfe#J!~2@;-au8Uurq1pJOoE|a(c9yYWKJQ zh5&LuZ>*~+&_WO@TU+1$W?Ta(N7~R?_;sdk-b44DmgB}enNOW&>^Z+navu;uPxpz2 zt~YmD`JRGV%sGe(6*FRF~nQiiacFov|U7D$HYUq@E&WtdCq7d@4Zazx zWy*O^J!dHg?PnE^pf1`~bhSv_H~EH+HtyS2QsE3`xtwQYnuZ(h=-(T%l%ScZ+SO`S z=Y126R0~YR%3Jf6CO>(E`LlDZ#iPJBnv0?4#+slZz(($J2YY&Yu1z&SgU=4;L0#JI zk-LD}^CM2fHnxfCu+IB_+p{JORl1IwV^((3^u`K?#XHZx(JrTlam!9xVWcZ;Ye^yo z#cR5(yfqvM%cGd4wZ44@+m&CBU0Is&KhFlF6@Xg-(yrdoY!2{3Slm$m*|Y9{%L9)! zHNF13UvQ`psYo+b>nUNQPtD28(VE-KaNI<#`EZNNR}=~Z;w5pktWld=73T1v01)$AEfRcK@BR-;keu#7S zPXiDD#AJ~}vxchIb2ES3?w1ecZrgl1QZ&z(p}awb{iaCx6QLxCggWUtMo2tL-?(V)V^swf5t8V4&t6vJ}P1+?^TCV1#WmnW*h#(gu!~?N#p`9S~H`H)F*_5**vOQf&-F1ZF8n6 z*KF&}2qKJtuQ*h ziYxz`w`*yJlKGr{-_pxF3ds2#iU$5l(XnL7ZdvS_pY-CmN@(qBIecAi>mbW>B&OKpG%MmaFa#`;qD)dF*wkg!g$DK`xoy7AzJp|w=Tp@#k zc$Q!r+>&--0chePUCf1d)YT92}2g{b&b#7-w*7dCk||l zNZYd7pv6}GRlDnLbWsH_5cRB4+=wWAb{6@`c(Ph!-oyVSXTs634CS1MQWso2pjSj5exWu1(8O&AS%5%B44P;ES0V7<0a_;ska73#<3j#VA~Im}R`)xg5Ph@f zNhlj<4QZhi$F%QU3%6O=vBo&z>Y_Nl5~$XNr@o;2Py`D|TraDKP+X9$?OP26$<$9> zz{|XGMj0V@w+^liFOm)7aY4_U1cSLBCm?iL)3)fj}r9MZwztmJymN zW`(P(tBY+IhhTpVK`5ilFW{F!HVY_vTY$eVg3NOjAofA+X~8C&%SP)0tOV=JQT>Fdiwe#l$5r;?>Xg9 zmy)vNZts18+*2KkesPQtomi0P6N$WNd0$0G;R?ERvFYhToeY+Z;$H#mmEL9V@wr_c@ z=SKf=mRF4F<-~&^2K|`_%$7r@Rjwg&PMOvs_^GeHf`ws&xMw1LAJ}-(BX*Lf%vPGZ zy~m%gd?54>Y!{F}I@J~C$d$gG_3G?yG!I)-LNEVrKU4eq{WgxEk5zv%R7>xpBdzJ~ z>&DBD%aG>oiY+t{~CZGV9(iIlpUe&BcZ%SKYcnk@_^HZRq1&xJ92&K;LB` z>e4?D8C@qVM*cqP*KqnRG`gKJ11`xQE} zWAlT?Aca2KjVr$B#71NnAf)5*fTNQ$3P_q$rC-K7W6TICV1Y$r8z=rXoAC^kk*-vYuqq^RVb! zJfhn7yHe~mc1`C^;H~y~Oe{$Lnw3-Hv^%@uvuW?NJ?_sDjO;z6k9qp337fFYy!u?p zc$d??&UUtd+q;*a7I5{U^^Q?#5+T(HNa}#2qBBG#3CNJ&U-V(!;-&iBo%_06oAH8a2X!QStF-Y4#Q z?(4d;BklD)lpjBps2?+lHpIV-o$gFp66JA|OmoYcf?nB;QPg#TjiFurBA1 zbSi`|ZwGjy8{Ek-lheNw^_iauM>?iexbC1Q3OiWmOxY(i)r54)B3um2*h@Y&^W{$A zZYOgVO0=dHoc9Xym#aBHVI95KN_YNslu2jhn##&or&!7#{^s7fc?qK?2~=@)*HQE$ zl(+9UUmumsRp(@O`s9ErJY|{w^=l!Rd4zER|JYH}5#ocCxs(vCZ#tIM=ik4PzjDni zmpo`;$W3c5XsvK4y_a8cwBOOz|4Y$Si~V2K7TFGFJe?98MR%9y!R9>M<2$#9t2IX8_GTD+Brc*gT-eAqtB*)ktK5k> zrsnS5;SM(6`CPL{_3}fJl>AOc`4;!djs`qOv+Za_$mA?95p^Z03d<`>l#iK5^W$HR zpP?MlfBVW56HHpWex;9?Y?|gx-qmPRM*Ir|kV3?13LmPq93JN-Ec$RHGSQ{Y@eUqk z;QKP3cQ~K6s$FvDZY!>_sziR#h+N%j(*f;`^v-uR+cF{cgLna%>KAj&uoDGR=De5f ziN46qJKwwA;v$CoH1d&hq}A3jj;^%OlFw5yY#kBmqGF>3(iUY^g{rcyetpV4fp;>7 z{)V{nGBSP=y%qXZSC@}+P|9}>QLRP=vGX`dFJ9F)+LXpHH-2NVd6Li9aejP(&i!p! znA+-Nnlf_zu?3cU^VP02CA3vC{<=o&&%eG2ru~AmAfl@BrjJ73n4El?hBHhrhFq#N z&^(?msGRAq)0Y|UahO9%ib?FVN}-_zuO$0>Ep>~c+5&sWh-u!mU`v`jV<1{$R}Aad z$mS~@%m@|OX^~)r&GR9r;=Je^d79GztTZw#dmA%+y7OnT#3lr5qQ{PsT!_sy8$bH9 zM^+fo)~#`FrwaD3+=&-lT<&|F6Y_wGrL)(`dAgn%(*11K>HE&@nnU(@o{{dDsbrIe zU};8sW!H0gs#kr5A29zqzTR#mNMEH7ogMYV!7LHaw`Ma_s&}WTwbwUrD}CW%oQ2Ey z+TD9;UMwqRA*U1XW~5HKXxwLeUebQ{8sL1)lw#ky=ihKdzO@(gvNGF_M(9;p1ShQOh)?mINPQWOAe?= zhGgMYd`0D!MpbC1ytRUf;i0}LCp)J`5Y0VKXUixe)q&22x`QcweY5DMp<8wOli^OU zNGNVe3zH`v2_88pBt83*O{V`@qV~XrT-hyUgpH+8de8IKIg7upCcSNQe~3-?;?QBs zsOt&Q_dRIe`2Lpyj>-_nkXPy>t^FX%=v4QOKKYjo7T2RGBUECfAMscJ@N8H$ODp|B z;gS-?T^N;F;%}~Zs2^_6XK530?cWo>X)HD*KEoiC(P)jW*!nq=>hti&0Q-f%Ex@@ht*VjuMw!wfbL6&&*vX=jlSJqH;`1)5IhRy1uv* z3;f)@O-1+i*Jn#Itjli0hd4F&c4+H~>*cskMIuJk#}(~^em+{XfIhSzXT?)|uTgkS zpudF&cG!(vo|R`zoV;zw-MDkUC|2M2)7mrbMcWo-m6MXUM4z8N=wCH@`oZgN*u_`( z$x+h+C4a?SHl0a+LCI=0Ao7rW{P}tTsWzv0PKab)s75S$$;DV~fR>*n_KMiK(pj=u z8cNM?O1Em093(9kCb&1sF+Teb{@nyY4-|R##&)~4$I{b;LQJ$ibarfp7p-NasmClE zJTFR*!lNz~ZlzmfVShU~5w}fm=-%ZfsE)b6k>`>?!xvG$?tsf}7}FC@abJKt{e&l0 z9&?fEE%iBqi_LBqn#-+DpT4Xe4W=?6e3lpAmfFdj^DX&GrpCVqP-Hx#yk0t?Nbl-u zzKSj|KjXGf@Z3di;W_>fV6q}GWL~C1zvZ0l%kK|BPt4oP~9|* z5uVPEv^gq;cf+a2`*&W11T3UC81bkSn-NlGA9~z3N≫u>3mP%2fA|bGi9CW8P=c zPGXTWVuY^er-YCg^VwEL!v zjw98IciuhTyOq6Y;grfB2dY^4Pj;}b!gZ$#F|4-EV46yG-Iim5%$^ustsElkC)amyi(^4kLCn%(J|u za;YoHJ>W(qqz`Q~C)Ye2% zm&iRA_76TsXW9#ggA3k^j*)CO3{omr>#~~cXFpv2Knt7aidf6}2=#4ZSe@DMfU;lT3%MK( zyM%X4dh-+(Ze0ud2^boYYDG7BL0F(7!!asiQ`LGoJ~t`>zT?Q_s|`d(Aw6F95^GDr z~irRV{}1>@jLrDrjspDE_edZ*tQw`VCxEQn_c-~W(( z#GtsL()n{|AbYYX`o(fq`SwS?iZ25%;+dkmk##DwdMW#G6dAbH zHZ$1hj43+cPU0R_^A;f@x+-jI$pNEp^!k34l2p#ckiV6%)$^=()!~%UoN?28JTJC| zSk{XN*5~q0jvfeCT}*u}jUz`QRsBg%Wwm8go@p*;w8-~2X7Je(1OK{>vDZL~yeV~b zBUd6=#lwf|D+>ykvz<7~SkYqQb3U=($lNB5v*>>@j#SK**DbtT`^u5^TEg$$+orh2Vi zG^_l@A)!mxq8m9At<-eCz5A9mCt!2IW;ov+r)~oi2P50Y)S^eCE5hE+V8gS(Gr&&p zjcdB5qE{LxdQG({cPw>Gv@1y$Pa7zXE+)h9Nt-#-j9i{Y4;jiX&UM`ty<35&dIk?y zv2{`QUuSxxqHT2tZE+IMJmlUwL++*Mh-S9g{+^(vGc3n1#~>|7+YDvtHrCxfvsCV2@7*pEEIA$WyRnP zV~byuOVO|uAZ>j3S=&??8I^&-aM zJVhYBf3n`Cq8U+4X2GDuq3~Ae*Ujz8e9hC!>?6I-{^xkpT zcbr>1YL@$+-GP?_(ln$6eu@pH!$SRR>Zk4}^lezL*S48DXGu0v%9lU3x=xj?=;8KrjPpflZ!`JyjYOl>_Tf z!2lbo6wv_Tks#~6_!}#`xyhX-W^|>#2QxpJ%To?$;+c9S^hjQ9_XQ*<=i9xZ-+A%s zlYHi{ddqLv4Qlk2p*5FnJPEJfcoLaBw>djba_vgvAmjXE2_{vW7Ad zb4<3<>*8vLWMC{A+LJz)d#HQc7c5WFp78&=7jxNMr~NAbouCO8cxjq>=Y%u zr>uyUXI5spnT~4ocP<*(Pq&?~yxDzJcZ)yuKVGfTi08lx6X;U8`%DnC#%@nJx%QfY zjV_pdC9d_o3{#3lLv5pXGZEpn>7o)Gg~|8^XTu#G>O%Y?r{%X1{116-5g%jEY?HH9 zXuH^JozSPi*eTJQJvB>O4Ebh=BJNhsSZ?tp?P}Oy zxRPF9WuNs-aqQvgORp|;G~Uz3ym^xOA~^SHxiM{_=(K#W=|j43aCT&uJKy^=r+}+R zUW4Msx}9r%%FI>js}*(4$NUdBSidunHGF>f&WFG+uXk@eq9_oFg!s*PvUam|><*0| zuA{}>tlTP&!Gd!5n$1O@EfkxeK+NnFF(0GX0_(ZMeGix)ykj%8#3^JJqJ&Oz%i8i=NUR zFQbd=vYeFe5wza#NZj=EA8~c$DzmQ+iy1|W_~(;0dVfb8%%gfV=Hs<%B>8UW*NUqu zU$-V`S92sZpXH7{R?&W=UHrumE95k$J4XS|G1-ej{i^BbFic_&sK$CqQ?wM>a8 zy-oJH^nr$!!z*&?#>|shpG*EUOdJ9GJ&sBt21Zk=VWr@^5TH#{+mzaU=XhFv0j#=GNHog(4c?aS6I8@E;2%i?!eyudUnx)~CqKO#Zp zolG3gZzkomxb}PeR#deBP){Kpj;V=QQyFWw6BmkG`B;6C*i^lKywhd`IA6z2yw7^| z31$kYn>eI8)J!6V8q&Wf_`^=0|8vo$Mwv=6u?SLP&B^G8e@J)zG# zkI+A0q`NTNn%YcCEQwgP33nL#TxrZpf#Y+8n-_r*nyZMx??82NyCcZ}iaKd4C*_~G zSF!A2(+->MT8{yjtyrlU7B@E8{4Rd+*rqQu%(_YXORFX9+>VL6s>)K zlwS-ohVZdb2E4lTvFn3b692^r^*WUPYp?kG0u`CZGH|G5@~I;sd43pk>DI#`dk;p` zty1eTu??k4+z_}-MkuB;bt>LhNGr3xF(46Yr#yR#y4^z2c*dV;Ds7kR2L$~PjFEam zm!COMbSsGNF0L*@@;9HF%3Q!@z^oN6UsZgNI^MI3_mZZViity3Dg&;L#(?Phc_HIX zRY&tpo9db)GwTaBC~)g@(St*lP+>5BEhxH}cq?!H+rPduy&o789pxdv?-4TRzzfm*=;> zzw3GL%5}2TWhUrX8~qD)?H~s7j{WYyQ|%4{-4@0+8mJIN{qCAW-YZLk+1PUciU{BO znqUk(Uf7>o&@5)h98Wt)zb<_2L>0@Jw!aggNKukx_FuYA7-S51^EnRF@wykx&kAGN^O?E`T0y07r*~#Q5H?1x31F3w*%$@5|7DRtR2*;qT=? zbY*NXxM(mr=!Cla{vK-~Mm*QZ?$UX}^SGlp0;<3`A5z*MyMO{WX};!2 zzh_?+!TZCmSR)S_bnnJZG&1YW>HXSyo9<+_><89RtKn%K?XhFZ5H%!x>27XtH`)hm z5P9Gmw~*w>bW#@%E$R_OB97%l4Le4|-eAuNB7nI$Bp;JfZGB zn||N7S7!`b>DzFoj-D=VTXuUdt5vasMgQl6FvxB?YvRrIEe9vt_2kvoNt{PjjrRP* z+mE5tk^UhT#wQ6+liS~(N>IbpnWz)-34KYiJ^0K}Ot~?Y za2-Wk;#*uOZo-7#~K?LWEQ&BDd7C@{rmSwqbu-* zRqa9_sx!ha^ejzU8&D*xqa}Xr%yr|x9slRO0yCfHIF1WfNO)^Uf(R7d9(gc&jPXu> z|7c=hY5%V1ygjaSr6bJ6Ky+szLwn!*j11`A3kKp_;ILVqsN#x>it5i+34yCwAk$Dn z0X0`$AGAF}lcF@R%|-Iq(2}Uz5&~fn6)P*D$B?Fb9H41D;2Br1?F>EheD$BC+w!DZ zQ-GUn(!~5Q=@C|<#emBVkDNQ4ttP8 z&VhyB?wqoKq&gqqZaytWzYbALw!9U<9=i<8Za|cUcbk#X|MTbDIyyRSYcY|L;?N;! zl2ACEx3k&X{6F>y%q0gAMO9eQnrWJ}uL>CunG!5aYY?!{x7{z!8_;k)hK^p@5P*pR zIH~~pp#1?yxOIJ#mpmA_NaL3Ja zKi~1sbTraC*$n_QL_?IID=$7V!)NFb$i)D%iVk2y)YQppj8njhBrYjwy;cO|=hk^j zyprX%3CRd(hb$WlZ@my=quc{DCs=>1`WK9OIvo|dhF8WOZ6AUYdG4VUFUr^s+#J)u z-xUUIV)4)<6zW|4pS=M?t_X`e0O+811N&2SbQ`e#OUTJNtg$=qnkFSB8IBaDI$stE z0Fw1d^%Ev?^lFQ5@pX~2V%ty9B#tXHW#EX!r(t1J-c}dlS;BEa+ESV8j)GfS#FY|i zmX-{k2n&P!z`{a|#RAYw(J(Ou0P<+PdRrE5%9jUo0R52QF36}_I)~iz15W4;tdbao z6A-R>WrlaZgRp6TamSs_Y3&t?ci?BEJLV*!pEnaR+-khg?TMZW>#H9&EuEb_g~waX z`g39HQ!T-&2ZE47By1Oi0XYkpcXFK^pabM0Id7=b_5vXVMc1c0!bsE3<>t(JolDet z{1CL#=EOJFEu8q7MU6o|cyWzC)Z1A=T1RB&{AnlRbs}K*lA^NkT|FM;=9hm8RCI0Z z69Py)IQ`FxB8(?CC+_9o%^|9ED)$7-Y+`$|+e@pp=?0$6C4UR&`w@#*=gk-_pUVLY zUiMrp+1o6n&0OCpwD$g3T^9hfl)r#HgGfLknyqso=yNO-58d zYI4Lwu@n0*>TEo&(z>8Az6sfhjLHk(L8#0To*t?)mI$thn$~^MStKAwL3*dy zRJKh1-j~bZ4GAI?z`Y3}oG@+oJEnhYYAi;HcIV$4%gzqI5?|j*ZoW_&P!>cMmi_0~ zK?g*^2+A$<-#(BOnxlD9!QVp4D`q>#M>iFXMF$mrfnCj{MVMNUq8C1`Mt!buRR*Er zyTmweYm;VGiI3vX|9nOtKJ#tCBC4AvLG6jY8|@_>(qHRM8@&RlRd3;}i*o{L#`Ucc ziv-sF?XTb?d!PbG#1!>tETt5}M}Bn<*e5(#ajEkb&Q8niYMk>AF8Jbe7fnXF*bf*W zZWJ-j3Z2W+jOkz|DdM+T9J;EB@cr6jG`pH{gwmiuWcn~B-48xR<^EWv-uflvbroiZ zW)SsZdBAA5Hi}MVT$HN~@S#_UDqR}uFIg4)#}AccD}tk9^mWQcoWK>24;>3aUh&Ux zE?w}jmfY3fm`{=*DX<+#*+(~W$bJFelk~-#J9Uq*@#6Eq9m>(hm(w4#1^$S^^$F~`sov)Fdr_%kF~%8HUN|2n zUF|}3N#~Z~Tky1mlo0SR`IR#2Kv0B2c7VplDX&D31O-Ag>+}5KnMYV!dx;ZjJoA!} z>F*fzcv~$7P%|-f^)(@2j|ZPobg;6P^P%*}=Deg!x+PhsbnOJ*&m|K3Gt1Uk5W{G# z4-`@~mQOFp%*22I3(Swgdw~Cpi)9JUK)j8`vO8V?0g)JvAo4Y6&7@R~Dh(b>o4|{F zOj%}Md0osS%?qO0O}h&oZa*KbV==|J+^i6-u+8g>V_p1sr;%`GSqBWO&nG^bTF2B<)tknWSQ+`tkR02w*rk z-N!p*Aw#m?&5O2Y-ZS@RD&G5hIQ%f2=FTy;K#T#Jp#Gfz<=jt2C6gX+cy0o~qO|!6 z?JWmFv!I4mk+CewKfa>_TAm|=0w zB-D~FQmWnmIE@;2`W`ple?oid5Ey}jtO0G+;iEzg8A+;5PS-~shmU_|p#_0qwG{vE z+qXWBfV_dsbiE4lZ>sR+bJq{dw&fQTVMM=XSL2W3Bzxo{&&)%Cn z{LP4>5ZbnaYmFVt53t;gx9+1}e}K3e0`3d-$d#Y3qLSmEIi7*`{+h-tp}ICCe1M(M zs3Lde6~UHm5b`}K_}-fdZ~N_*y+D+u!%&q`%zG}^%h$=0;Fjy- z5-&E0H~g7qAChfAb8CIY#=Cgqk+n4&uq89s?kA1UhU;xYAFTrD>p<`UeR%{xiOf*e z{RZdk4Sq)!=r#mMxg{XXZ1#U?b5S&99=L7qxl}LcLJ@)AZE&{nebYa)HxCGFeFKBO zTy;JTr}?m1!IKX5?q9%hx&^^X(W}<0-x?Z_CO}{o&UHoP69D=i1wnmZx|{(>B8=OQ znXU7BK2!Kht)5&H{da`+s0fP!VNmed$Bxlc2~WqDCxn4#K1;V=PL04$+hqo{G!ni9 zQHx=J0@7pXX+?;JqfK(PCo1ibj#q@7pewFZqz#%>lYl@OI$YlY)#0<(8`;?m(5u+m z(Qy~}GkXKgRta>SmN4Ev1pWqJ{qYT>dJ5sr7A741{P)4wEl0geQ>_RiGPKYFzJIoo znU^;jP;`aBn2kbG0BPxu(DR7Ep*%cL;S4G>yKI!*;U5`~oWIs#-57Db%V=Es>+hvk z;^tTPXbTSy$9n|vbp?iqh)6v!H8nNp)2F}It-Ko^tEt7BB+No*>OCPLv>hKkeO95b z>qn>sd{PaSf@Jl^s8a@>8%&FM>ShIL{TB}VRb_Y=bztOLQEbH^_7bic-#08weJF~* z4Y$vdlVY%UjzYT6)B}w#3R>%dpa5EF%PFKJC8-1iYQ|?l6pW19vc9By^CN{oG^89u zdVnnqQ+uuZ{rgSSc+WasmxZlcST$nn_L&p#JwQg{Ht=Th*esN+}x2F85!0QUw#>%Dn(h(U;7@*=k>^0>)&VQt>QSs zCWB07uCfNSE)=tsVJ66+BX-<%Z-W1K|1(ek@Pw!wm`9KOKp6p|X%I(17_%)`a>|fx z_Dos11)(lph&GXR!nJ%+IAW^yL&4-2phw~ZKxeQIDWc`>h(Q&wH*D0PkXB`AB)2?0 z-UDjnPP4KJXfnn_;Eo_}0>WhF@$6PJB3=ZPU65@`J$i&fh;9KdW{W|@%6!UWhPrW< zB;eK!wh3nGXziWr9|gX-x&N0+d{&N?sL5>GoAaZ679-T5?nSXUxlpXpKL>8T(+$S}j$*hfWNvBoI++qZ9f0HDRO@5&S69aE$D5^8~;(AbcF4Vka&xuGOC*4`{crF#|xD00Tu3w2YH-nIp0( zUk-nr^a6b{6jqU~mWy%ObaYrBZ?zjz7X#K2Qr^0`@l-&R2g&)Y+ zfhB18?tiPj=KFtTFQ=_B*)L0cHELcH0wX;bB&17w+}cHqo{4Ee^YoAeIYPiokC2OR zxSv*y^TtoQbwFyXRqufX0)e_kBfyQp+$ONzH5)zeFo^U`|biZFLqp;A{ zzJm~#0Heqqe*RckFZ1$gJU~s%mo#IPnq7+BPqq_=O&j%o2(0^|rw88B2&MvS`5>GNgB+Ej?=K5<-VcD#4LuD_6R*pDz6n^;?F2=5 ziyS!e%5_Iuegl9|&H{94ZnK}SZ#IBmRRMie5YDV=-U+0kU*wa$IA8A=4hh1~r-PJ{ z{scUG5P*mJHL!5u6Xst0wJ{J#D+<;^He=n7EIlsKi8xo zqe@}pA>aXWENTzF1G`L!NrKhvcNJhp93%m<*c`Qr-b$FN954>b6%`e^u1w`q*jegT z_JhD9{_6Nw1A*e~cmEuq9`9^?^O63ibtw`B+R8<+_M+6 zpvEw-(GU}`mlsfxjXV=ndE&xiV@(C1g&W*fw8?X8-eLzXT!!BDd`4$G-FJs{@Qp& zA5_;~1E?cscvyJ|{duP*hSNlG#CsY16JNxCES5BPcLpi(gE1p26ENM zUKZ*5zsS?5u||e{fV>#U3RDsaHj~uBoB@eO`Tu5d?Nemr(kMdf4`sXp`?Z%tf_j?C zwh6sMmSuml{+#Nz&G|KB0H}uO@gc0>V4(mGgJV(iJA7pm&TdF}xMFTK>{%Fp$vA5> zkbJ`@hXCuna|g^TjZ}E~E>dR%3{0*oQi%Z^3J<6SzM$0S0rGwj{NXVjhAK3W#TQym zKVbs$@p`Vn3I+!XO}oSFh_I-r51sndw6u7?I%n;8|40fV2rYnRlW&*jkps4IZY8fS z4T#@&*2W@${izb(BR6XJ&s4zn0Wi#eQ2`u^FwFd$UtJ9odK~!t&~aJ!-q<~mq8uL| z|H2(hbO`j=`@e@YZ}Qo%vIZW^Y@UF)RQ2wt3F58cym|qw7?IuB1Sb3l`t8j&)m=xJ z8n9}X+&-Y!ms96g#lJuG4#9qNSWLzO9}lnXQvHMjx^wF5yY{f=hydgr(I0j<=QbBX zcd{Ob0HO7UiW>^eKe;*E3=*d0E4ftx7l!Mpb%`5kSwMgHhGfe3X=jNq&ce% zJc+D#QVKhgt8KEuv{5V>&N6<}|c{?YV|e=iQO z9<>W-0JIZ)n(WHP3=Vt^Nn4Ixo#ezCIR*Q^%K7q}sUah%zgYCwbahhV-m zYnQ-f!_gg7+2AQqpSE(1Fq^0hLt=E;%~fqbrJB`}pI(AOqNZEI!Kj0y9T3gvBAMa; zS>3hW^+%}NLHLQ7jEoH99%(8jwAQOC_P^qHGSlSM@Bnlb8GA`LFvw>p z4Lz+a99zpJ#nt3rC>(ck8JI89AU#2}u^iB@5H+||G`p@j0&eg%O!JHNDh5bZz0!jf5Xs|X}GiC>z5LRp3pat6} zDIrmS3~mKLlLb%?>)eJ~W#u{1g0zi%FC3bqHCDvSEu-IEWu-$R}q5hEF9A%uvZq z1x@>F`FaPFn@sAJ{np%MgMD&BW@h8%KccyklF3F=5oK9q0Tx@Q?GHwp2a^ z<=a1F4;0u{4wELdE}UhgqsvDG`?8?oKj?d%zRfivjC|s!%%32KUn~%Nw@DX-xVm$| zbgaPq7Q-qmMaRzrg@|R1SDvf45()6h;Bl|dgW!P8T1ZTc$%IuixuU6QHuCoBU>^p7 z8l=6Z3seWP@tLc8E?l})0+a~aV1!&1wY9Y?T;ceclvtoA5n&I~ho;Kw0{qKMs3pH< zKC@AdESPIWOUwKL5D`KK02uPV<>HgydG0DeijVxq4vzRsxISPm>pnTgAc2SqgzJhB zfZO%SaH)WoeNfij7Dk@~R~Rn=w5bR#A_qd87Y7C8a-jaf35E%Y#4emaUjRREC~)+v zVg8#(8Ra&Rd<0_L9RNdTE>sJVOTY1Gapv`F*IvOAwjII(O}wrKiW0$ThY|Q_&6eZo z&&a?<$3OlM)O`ye1U7x|>8T7qSOk(Ie%5)@NI3YWv#?D%l^F@l1?B!uYyK~U#U;lb zXZ;}(g)OGEegcIDq%M&Nio?%Azm7174H3i@a^nZNmmOPq5s@#5gt_=l#4$pK30ID< zD}lY|1)^Y{auGPoB3X4Ep#U&kpzECu+~f*0NWK+dJ)#$ZFaT0Gud>RKfHD|z@##a> zyuUf?1R0)6nR#5gAC$0`|9m>xVPg{UgK!ZAO4w9XVO^lu4aHR@2o#fDF}sM$Z=Wbs zpq_uhx<<(J28p`C86yICe;%#?*9tzdjUjS^ANrPeY*|6j% bM?zPc6UXuTlqNx#9wi|vE0X&}>+OF7rjctC diff --git a/master/_images/sphx_glr_05-layer-norm_thumb.png b/master/_images/sphx_glr_05-layer-norm_thumb.png index 6012163b5b744680a6d0e8fa3f6c577ebcb81190..f0226894d60dea90f27bd5bf348c6410a8e74ae5 100644 GIT binary patch literal 21374 zcmdRWWm{EU8!ghIfFNBWC5?20ba!_NNOy+_h>CP~No_hd-3^k$raMHsrQuAT_gv>c zoDW_qteA1nyT%ynn~IY33v^<1I5@Z$vN95CaB$C}!5>0YWbhLggKTd&ICV)`iT4^_ z=?6=mej`@59VcVDDRla8UQ(i(9qHv;>gQXkLLkikO>XsWI+E^x)s%N6G)tuLm~DdAY`;MLa{I@mdRGEH~%hnK|K>Qok0-S-*NEoyAjuaQWux=YDzW^zv1d$mV;cT5f ziIC5^$!bT?C}yEdd@*7!%!Y{58k>yY&B^1f*jM(qOia(4mk#&YzAL1VAiPUa7{z># zsw$N-Vrdno@^eT7LjrZ}#*UkWHm-OoO4EjucyVcIV#jS1Gk^AJJsY0a%ngTP5RC7* z z&d!4jF0n5kKb28d-X2cj2yLU#_G0Ok)q4#FM<*bVCL2c^la?m$;J`voPOed^6JwR> zjm*Qt!_L9+Ej*lxnmPnL@$_$A6u*E)5;fY-A96}xh82o52Ipc>RZqcaz4xp7WfT-F z_GhaUQrJWDq@$`oPSWDw;(na1q-<+z+h1wViW0v0dUfS>bG{?q`yEfW(&U*|NrF+U z&)U(^Sb<_1TiQsvuzzYKnSdJ9M$<~96^9D#=ks|eMy3zCpT8-Lp+UU=Qi47y8t(QV z-b27)o4)_FkaP0VR63bla|@;Hzh2VB!EFE58;wY-W( zRO=f~MWT`tRlz0|LT~mI562&kl>7P!wNK-ppfA1H%Q0%ze;l=}*-|8!w&r|J${RhJ zAyDJIA$9H}WNK>qw2}@>O)-gyQg(JsHCAJNCTwgb9dM)ReBzBRTV7z%zD7n`-rrmp zG`dLQd~K+)_|UoF*j@YaxCi(6YJ<&-t<-=XO`@S7Q)n#+1wByY@bLOkf2Bk*!B)1{ zp?*6-==a{m?19IyB?oZ?a@xojql*6SZiF(e@HsoF!pVf23&whJ92p{~J6^$CCQ@Fw zqjoI+8&L_w^IfEH{7!wxAR}S4uHL_Ht2??aQEN`Tr&?k9Oo=TPru7TJOuf9l*S5BL z!zcm=xOw^-4h4D$y+LSa%dam`E3W{=ga z{D7Gf0)-6p+e`5{TBR52sD-HL=w|CZ-{1uA&nLZ^qopE&iX z=RTKTJXb=CiqaknJnV~%454DwL0_u}Mn)p^pf=A`^5qg*_U`ZRPcAP}G@kWTR#vvG zKpmED3T}&ZYb=*9CnhF(3Cs3kLPI>W&$e>{1Fufy2}Q`;ZVvz<#=RYdlH6Ay6ckh!M8u4SF}Hj-49?1A%}|PxD4O-1tFYc8`{ne4Q@C#(v}nNVbMqq zx)}1r(Q69-pMC7herNw2X7a;{>G<4=u8=1cX=ket5}AW(+e*OgixSxPPLmEh?v0}(WPV;hdJFDc`4Qsmw!c9)j zwebl#b~Zj=-A9CqHgw;AMYpz-1x{7pewz=T&^%8OL0m+4rt_E;wiCGcHPgOTQDL9q zdwu%h;qFWsSg!!^K;mJTTRCCmUDllJZhuu$c^rWu-h1zr)mx8eKl5nL0A3pBB^kd8As61E3UwD5xTc!9AHX%u z%n(FK1%o3`8;9oT=*XZ^1XpxQJL4fYWdj9XY$%Bp>r+w^K^^<-48!A>{Kea&66Y^3 zsn9)DE-peN$u!};51;MmS({3N&016QKj`CiEc8`<+GXt~chSiUnO9RWwzanVklb zgi9vKf1FW@@K#7gR4*v9c!jOvwm~nIr>80M;XAPxg^(WdjO5z&)fHINsMWQ#&g6II zl{!qDfBvvr4igFr3KFuJh#JYp5g7Z$0KZ!K;TJwg1wiyT-L*Rx}QNkgI6{H*@O`%!OK^#t-sqcOBF@e{} zR}m`O7nzXw^(}ASgv?5t|1(rf%s=@_Mol}Ht-hC|w-56yUwC#W@=)M_H(RdW%?cEjo@)({YJ85C20wh2G_O;9xGLz~))j*oB#PPZV>2i2AFl%HR7 z`85y+dvCl*kdXS}q(mwfuld{8V90JRSIYy7qP&mkdunqtM3E~{co8x@cDTf5f$DYu z(P~X%)INW=7zy5m=Dx4PbtaFh>Ovh9|HebW@2-ltDB#M}iE$XdB=EQc0h^@6#(e25 zx0ZVv43b|kp;f9Q7!}xT6lkbONzR2Xd_Ofe@%8tgu2784%}ri`A8N8-xo}8Ini9#q ze|ljpdoCdb1VGFVxwOlRHgjf5s69$vK+<sYo4?K zG@x~vemLvvQ*gd{QoWb6q3>L%b;@iEf25^B@@RTQblU@jK>E3QcYT&TVwuRS-`C=O zhKhzp$-xo#4VMmwkZ>TLUj1uCL@!8$o}%tZ8jtH*7gDC*sjN}py}Q&8Lg&fEh7Y0C z(Q0ov)a`Gk%E_jRRPUl@+S}*jcmJv;b1ULW-2KysB9)hvH;-GdW_V6@-27q7>xV;|nAXIvBKaxJN@OA4Jz|OrJF% zEuQWIcUooIjr<%LflfJ-T39&q=3;NM#oM)|we{ogpJ?)lOq~w(aR~{%AcZ|XImyv1 z(em=~QLA?_{4<*I>wIStgUDoO>vvc%vwodQo1gd1zk~4hc9HGT4D-{?!RHjh=``|* z$CJt;6V0BEvR;UNj^)jMdxRv=S1uwz98!WmBduBI-mRQ zE8ok*{J_VDQiH}=;AC=hb9n>qctMW-R;vUrth*Cf$!zrp3@Yi!&2B6ai>?r~h82fr zjRK$K>7rLxO}OpnB@7HmqXbV;L6Dp(H%$9?u&}YQ(Os%rQ>0Oh15&lcz{h*Aqi56l zj;2*Qr?HYA9^5264n1a7m9E>PYI9Qx3Ly!Mu=BZ+UJ?18a8?MBcB>DcW0~~(oePMR zwpQY9<(bEsWD)G5Hf5 zjP&C8xWlprC@7flF)VBNSc5=R`u+Pi$R=q71V|L=OTDXnxGXG+T7Sv2 z-$68CtKJ{&8@zqG&Ub9mRs!xd@>lVh)5#K?kU$yLa(md!W60xmY~teLGB7l>o}g{i zxa0Y>!cog?*&Z{7o?HGRHd96GFQ!8q-QXJ&nc(5!$8Dg55mHL&yw60<%-$Fo8EKRo zq)3M2KXdvsOav_Lq{Z|M4Y+a;$)CATn?m*EuXJB6Lzzu&XIQTLS;_`Ci1SnrY95Ze z$LlK?v>%me^d#n{OLaMhEo*AJ-*Or72Z899vA=IOnkAx~z@Q1D58TrU1FP55({sG& zI;Pql;15RPbvDAo7x*CPfBR4JmS-}=A-&m9kCYES@IGHIc_qjdK~6&S6NB(vMb>f_a%>u1SV)VMG)%1f+S^~k(4?5U*-jG^ z^9+Lkg0q+Jw7;^YQJgzncfON{Gg#3MxmOO^J3c;s$}U0mob7qRxAE9zRuvr=7o3%q zRU=N%oqr2TjZ!UWt^kL+yCkeUqrKN_p{}!79pd)2gk_o0-ex+4&s76{XW0;XY=gI= zpz53kVmj*c=hQ+%OQ8DxmYtm~;Nw$49gX93U9C5mky)Q^~BZofZSt&zP^2Eoq+qP z)f?ZVV$BIG;i7_FOG`-4?>y-TOPg=G7d^NT{k=gtN*W}~;fDL(EU|bzkU>e&#_9c< z$muQ%e;r9uSn#*)nwFF|yIdcN9vfRu_e%A&$y2+mgUeQfjG3~hY>*N{2+9b(S3Iu{ zTfRkM`CZfe%r91qW--#R#UbX5hEj}9*Ol3X-W><~V1;5o%Hznqn}^CLFkct$RzPh! z35<&p`v+nwO@rs(A7PdUsMtIwf-h7q(fWzK9thGTTFfv#RL~*0x_vxb`FB|M?>LhW z*Nwm7sBJw;`L5aLLWAhuvCY|oTC9Oq_H{2chdMKU%jNRj{XL0ek;Lh^xEk+7!gCVj zz3KM~KWeC6c3prSp>6hf@8Iy@*>QHEX{b9Um^YM(I^%TIYI88U*f<&~fjR>kE6Jt$ zg<9z=N{z>-Tbg@$uMV4h``L+2JK&&Ju9mB5OB9xuh-f_pnVgQF8@d=(byYxSUF z{u_PmteHYP)K#ng_%EXcG<7^V#e6J@&McY6FPTsjSH@e(bt2Ctw2_pA4pni#I**}08l zKc4Hfkp?{ICbTs=J%ebf=iA*}YEO39!qjRyMa%GfE;PON-@!EbT{bUP&{Tg@2feBa zM(MPBxV_QNJx9k1V=JNJ>23Aiu|FayKRy2>U_D^l$7*i6J+A+yBQ0}gz z>uIu6d13SIAJ)XY{>|w>j`T$w&)Z@X6h8c$kk*vX;YCC#;kV(kDSH2)TQh~%Dg06SHF?d_EJ`2ertZG;B}j%PT;6svnF% z17Yx|sW@y1=Zy&1=9pSe&Bxt2t9(K;UC@wY2)erE+QI!wy-?2KluP)mpW^uT=oqFwUYf!{K39@dE7#Kw+^s|; zg*MXVVcP;&kJ#~|mz?&HSeXodo4{Mg_D~dZmHZXk84o1`;unaBn@5hVEmL-#9tTse z9}}6`0^3r_1wBfe+El4DF-rBgxc21n`@fR_hw>)yp%|IAM9Up)-%ntHHlqHMv|I&j z?hri+wRr{xU#}uW)w0yo5%=>V8^tnxl*vNlthoLpEYG^}3i&^wrNo9wq zy%)kepeIo`7x{C>iHn|DHqMERg`=~!Q%)Wdq1%V$eea36Ltav8c+RG9*symD#yMTF z?JpL~6>n}9O)G_>L-3|s8uj=n@C)z-<9f_C$toL`1l-%V3b2 zGl3E4VI@ez*5SB<8R?`IRU^NthLT+#sDJy=iw=t*!7sp(>;AI)6C(8jHstKu9N_G! zZT#ZP-UbJIe#1HNM2Jf1DhP#YkC1(O`z6iL{D~rGY*tn-l7sm~q?8oMz$O@=z_wwt z$skTLpL&^qGw;;O+yN+M5;@O(xNu89$a5X4RbH{r&eW)x^pW7o_nfYc=>CZ?ge z+4bMPZftC9kzq4;ruMc9Ej2YZ1%>iRD%Z)y1@pueXt>;n=3#$`nJ8k3iD5v4`&n2L z;<6K~*I`{#jOcRU8!icpsL|784CqFNeV?(O8oDb`gb^ncC;}|zyHr!AT8yaWX!_uG zR^TYeLu3^dw>F|gXnA=FTaCsx2jlp>PpLQhBJ%vMPc5vh&K_=$aHCg>--gD==c4*x*Bw2^_P=!2hP?O#qcMV_SY_SG*zy)zKGxtzcjqF!5P&{YkyE{w}r_ieC6{2^)Y&q@Fop4b*0;m z+7~Q}NYG8OtV#L#liJ3x3=fBhXmDq;5L690LolCd(11fuCA%ktujNBPh$B1 zGP%Fso#GePRKhDj2MVJy1Y5G-M1`XT1ZPRQnKE?@@-(jC#|Lei1QZGljxHSB3^Mz< z&EJMP3-yjx;O-yfLLf7oHmP5juz_wGWF&(MI~a_@rGYdKw9 zT?a=;rPM=y^?2^9+}D9NYJm$n<@czGqCV|;sCrsmnNAMAFeVv#PR@97oL<;uX-d2~ zJv~Tp58EFDQaL|5W2 zj@`v&VcC_+b-d(hGg&^A08+JV<*dNv_I&E$Od%3r!yw&HCmDETP+4h{uNO6dZT&hv z8?$jbQhIAl*^|*@t+BPUJrXP#KGoGTW2|kck4swwrRPqo$!pr+#+iE_qzjgHFNs{u$AnyJ66DSbnRpmx{cdthUckL4UB%dy4ve~eR&j?6`)3QeSZ%VrpFRSU1~C9MW%m90{59z z6iE^j1qyn`{7(zG^?)OfX%p`QcT%P?|WZDrc>p<_lgn6(~2qr$rV zOOz%7hoOEOJlDQDGxOq9I#1CS-^q!$XKkAhPB>qU}^Hx2$J6X z3oXpj3e?t;g&!=8ql1NQ7Z+MA=ur-#^Y9eus2cLSeHrKtDRH;`azAh zNuk38v6IchUb_HP0Fwi`y0lgwn!Kc3*YHzBG zmMJ(yr|cO?chNaNJvDGe#00C9{u>1)(^Yo*kX%v-{`R8278_wFrW|O z1v&-KtmkX#g@uJ_$mAyY{t;0#xq7?;7C{_Hz$ z$K~Pb55K%l2kB1UGV2GXOs-a#u4*FLv^_rzsx&9G^Ff_w4g2(EG!m@$cg=5f(VLqV z;ATkxY|McU&+X-r)oi6H=+taD@yhY1e-_}yWLN4kT>0$iKJG1A^Rd#N&2B$0_N(Iy zD{1-=?B0SNlnKxQ8=fxH_Xa(Jr=S6~o%z#xxlF~wQ-AJe+{+x2yn}tuAMaQai}I<8 zo%0cMG1$ahd4Ts|iY*j7mp8#0zDlnQV4k64B9G}!?t7=8H4gG$WgJk(`}p|Ceo=GU zp)~+bgUX^rLF234QJ&bq07X`y<1p3M zECiS)4L@@35aRo+dpw~4# ziFgTLAvv_<&x$7MI9-+X}$;U?u#(;XxU)_jUr{ zHN00hdlf|dZf`+ImCTz^X>|GU1PlR`Jh-sXO7=@!pssV}86Rph)*F;hR@Zkc+@(~t zckiKMqmP*6?^m@c-uQe9G*93Z6zf<;;pcHr8@h*?8|mc74z|^=b`V0_sB?KjMBp6M zj3rUm3}{kC_dNu(%MEhOdcW7&&BcQ5C@wMaP`P3Az`%gh2%=ei*CE0Ck}zV{q7<#v z1=0$%BV^C9u=KN4bqqmqm;!S~f7y|I2}%}Z^^BtEhR~v?D-_Qu;N8B@OUyP5=*lOC zs86Fv#vGIqDJr>W5+$%$z*qn+$jfD4R=Ay=ou7q;8;9SUx%f(*HW3;siBlDVI&P3e zOu{@=24zY%5)qC9rMI6wK&NPSKgtLozFX;_McDe~ezDXqFM93sKp zfA;@|V0*qTtQ9@A?T;keUu=x~@#Fd8;-c66#S9T3Ob|zWd4eekvbi?dPyq<@o_~8Kit|l zpHfQ4w(BoopDIl{;Q@n1I*wNH3g7`xNXp)HSsrMoHZ(SFErm^3{{+o^IDjewNG0RK zEuFE5zV?yKtnG{VQRj6&_WfsuY3ou*pR&cf+$(KNO-s6uj0Vfdbq1)7`ekvakiYw@ z5@@bFh%R?m&K~=-L1AGitZi3sJXidAfP(^{O`;79asn_bfS7icRJ0B4&()y4c=6%t zcrDO3a7K^yL*giz4W@P|5msa{f_Y~q24*wl=)({Atld>@jFvZ3^8{n)NLiS6BcF#S zqlqvIe(qgv>%NCQGBEDryHEJy-3i+@LdFZ0(0QkN*BTy#3?Ao3D9$B0UB^ws&hw%@ zBxruf?@{iR`mh+i+~sgLrO`1$Zs*5d#v6iu`XpuYc6Hsv6=Fk~##&M_hZc>8k?3}e zj#44F%dzvaR9O0OORnu_)DHS4_2;VZsYtp~AJH2k?C9rx|1}k>7pj3wy2)(^P^Sz& zA^eUik&M;drrhAQ$kcGJuilt?ro5e_)xH<8YqF-UPD8Mgx|=n#T8ODdjF4PWL>=Qn z8vFQ}u^E;EVOCElo*|x!H!FKqOAbk`szSe-MsA9qiP z`TnPHTUh6esdfTtt;6mG=ao_G)u&Elf2jV{``_v4i5eHJGzj~&&@Y;KnicsYe%--* z4ma?aFwGsZXF-aTe_1Z(n@~zF_mA+q_1MdWjrcc>KK&rn2Q zuB3vMxh~S#$3%CZ$>=;wn*L0Ww|Muu5=~>joIy^&&g7RG9bTeBr6uI3EM?cqHMS`$ z-K)~Fq`xK&wpVbb_N{wF+26>Owdi*8Z$&`nBJ8Mz3bw7WS5Q9lSJRKU8&;vs>VtKR zsyQfqRCZ__c#(S_xYx?GqaD|aBqIQ){ZDlMeZnlKo;4rI&{D!tR3EULiM@;Gglw-@ z>gg$wb{9N%@V~xQB6i0K;DSzNGMS6M5)>_p z@!O)Fb@CzxY+uPDmz(n6pPh9&(~;?K*G_4n?eaIy1Hy$ySslnK*QN$822rkVZGR%r955qRPk+8n=Ltk}X* ze0M3K?{$ZHR@s83k=#FBl$F0HTU~uxL#5nv!L3P8r|yS zJ#tDxnTwhyFbQ^-*XeX? z+HUl*i`J12$f_{Mr6b}6{)3I#{`PRv(O7rZsR)1uEfuu!?=w*9t7(?{I9?EOT$NB; z9HT_J?B493?NYzJZMpG{VuOic*%c`H_}LWULf91m^(;t=2Ep(vzbFb<;{&7Z=mm$A zYxVq*&>5#iUs15>mKJ28i$~9$p75?5Ke8oAIljqYqtdv2EFE!xH-FS)WY9#Z(MLA) zM_hDl@u-4p+>|qWE`fv~;?}~Fk^5%+Jw!9Q){v(0)Lv6Jd12>^)9lpT^_F6EgPuM6 z7b*9VYbkN4DdfCO*`4d#nqz+=sWz6~bV*rF3G*vXY76ShcMcqk$`v1ai#2r)wA?}} z*Ur(n>$8HgmJb{c&ycy}d>q-$UVn(Pq4`OsCA(nSoSGaAo0U{?JuWZp>uzBz>8;^E zTBzvAc5gPSDEouK@NSD5!r|L`d65_-<$0eAGjvqk3>(G$0h`)-Y|rG5yD>1lz3wX) z?uYK}Gk7P*YTEIgMEkyUVSxbe0(=S)1U=yfrb#m39j`suTFG^A`1(}t>)nJe1Y_%y z40L0i3ln`BZrZw{o>Q<}BdNcP*G{`1&P8+YttnE^L-tU;m$Ya?C*)|U@aA!OIN*x(E-wHSeQ$ zuOstdo$^-Cu=mweVNQ*2b^3@wUH*wo8B*iWZjE~IJckTMbbFn@yDxP4dAAPrsJvT&)(rp8;o8I0J(_=rPq-S6xaYLw06t#ofwiZfSw|+rY5FP^i z9W=}0WnKyon2y#;@L;VyGo%E@P}O z(7$k~jj~ggZ2$iEu^??z?jPRa%^#K<*iQdXr8soFu(#gqUs*y*oH0Hz1W$Q%f0SN3 zwd8U-GCsx-zpDG7drWzWai;A>iz66zP2?6^VJ!Ptn(5S{3Xz2X8a&?xi;_6=7xa1@C0?h3y+%_<~x7y z&=UD)DW$YH9JqWLE~yt*(>3QkYNPp?REs?6{UpMp2r!E5_tprDZuKjg>#0Eq2a4Rd3#0bt z)62R{B2dy+E#UvHl@ry3iAPT3PWkat($%F%K27- z8#m>TLiMn2h*#Jv2%i2tn3QJ=w93}oYD9pv+3!c;kx%NH=L@=F>9SD5IUj0U;OY+7 z8e3}qkuB@p;v42Rjn^v~^J^Up9EL32d96wZ2>c@<4*PNoS?TYI#QmsQg_nuEJ-z$e z_M&C!pFRKZZbx<8ufIe~lf@^CA4z!!*giP%Z*jiUHsek4i&dvD z@Mxx|ZF8`%k|716fH|n{*_|gP0{E^l?5P&2&5qFz(c2r3GwRcLu%tu=f+w(CxG$J~ znJ1o|Rda!GLL_1PDEI>fGLmudYuYaCBp&L0>SlbFIAtC5q-|b zI=*(&o6vp|A)_}@J5IbZ12V6>(}R>s#0ymk%Cv4pR!C}*1z%)d>utkFn+~mtO(Q)G zXP(1$E+9aFfStvpI;C7BQ7g=-M7m-kZ*tdZrg>xIPjJ|BFsC{(Fd8Oq4DPTOB}?B& z9MlQIUZ7wCf~id{q1%_1vB*Lr8Y<;hI;r3olw9)cfa@EL^I{oqb8oR9lvfRS4lj3} zcGQUolhi`LT6S2*LV2CsgJyr-`nRf5VLB}fGiLC#Xow?XW1WGTtNI|@hfl~YFO~^k zNck=LA738RG4n)le6;c^*x_jTeTpa6;#lEQVN_D+-TQ~LVzwnY^Wy{r&mf$RSf~?4 zUpU*!O&MMg;rrb?Fyi9IVsO|83mO#nn=7NtW&34D6}3=K+ZzdMkryuxuNrUHw%4RT zNyEK2dXMOfgu9QY@YNGFr%$ESgHd4J^H}@Nn6%9;8Q5thpWPILb~r6w>UgcQdMav-EXZU>lQUZGOq_ReQ5emI%JMm$AtSGGI7ct-o;b2z#k6$a7?MaC3w6 zPFybmZ`7nNWw7c`bbLZjZ)v!}Xxngpsl35x(+`+KJ^*WLi)Op#l*@Wrrq*c!gwHuR zE=M-E5?Kju9`-Q>=ql1J9((Wi9&K7vRPG0+zWjd`mC7I#AA} zrp+*0RHv}%Dkj@oDrj-7rpL$iB&0JMC^X3w(3}+<=91cCf-=nH$OM9{kuRQr*#i5+ zOdQJfrbl2i@*uGp7X$>VyhsXQGKfap&Di@G| zdWP1$()~zr#Q0mJTEfi3J?0@saPpjp)-g?Ch2OvUZ`$L*2Ubf%>UUHzt~=YaX$?t2 z-+Xy}uHP0HXw+JxaeevC*+MT)@*>~p+DGHGM1rqkp_tzEdXIt$n1_4ffnH;ic;+_-5t@_ZF8ZjkA3Jcj|n z_-o9lm&{%}*w4l|{lD;`Y>yw_dT3x4{g_z#T9L-uM&9;hID3cT?O`I|2vcuU*YG&A z(#0w}(eL4CS66^-09Axh!gfGE?9oV-G>mVy&j{I^_2RYk}zX%AY6gt#_=b zL{7RKU+?Z@iR_4?W{uIXF7Pm?ZSCB+w8BD}J;M^a$TRuo36YC4*TSiq)?X^5pIwgN zKjyVm39blUy^xP$rRh$85B!vyI{&wnZx$&v162^PN%ENFK3EL5ngvQuWaN+wZ0KiO z)e-|{cp-!gVIkdka`57y9_s#MSb0TqV<4?CGKHU@-zl;}>vJP;?pl^w(Eefe{k5bn zwIn=vv!F^%`dNRcdz1Cx3$A(8NB{_yawDNitw`q^U-{OP8wDsio zzO&!v44Az|kn*IesQ1oze}RJM#iog>dIPrY@vq;FciZwk*QBRn|JX=Wl3rWSs#Gxj zk)hhH0S2W(0yVa?{5PU+e$CtZ1qZ2L-dn9gwJJ`mgQd|ph63irP@gm{vNjG39REg5 zb|Z^7=Uu$(c4`DCuDw-H!8fdeV=9OvarY1?Tc%J-)i8Bdq=f=lx3JV-!P;`lg8jcLrU zkW|E?;BA6l_C}9SfRj>!p7Kdb6zD8sJ{@7|J?z4-xzn@Q=DMSjA6$wDdS&>suRq9u zab`K(#*caUNohU;K>rM-N#p2qMRPnZARY;WD?W9vnVg*TK80l#OT$fQV#T|k6WDM3 zGHR0QvDZgmqite(Zl1oBsvsHp9>@4sE03hccdS6wdT#lPIskU4gBEkxhl%bkD<0Xs ze_1eGYp#bai;R~^@epl;mK6~Ymt;RB1^&HzpyWAr`IU67JozXy0*F@NFe1i+ULNSR zJ9~N-g6{oaH=Dw0(4huDl>o%plXDGU0svnQ{jkK zpvBcI!>^g!-?Y*Y)XFgGt&z{{HDNpM|0H5fGB-U(iAFgDS5|{?MK{w_2p}G5pq~P( zvi&<>ehQ+A@kE(d$`V$TlS9{pXgqt(&z}mg%dI78&{G3A`o>n0vE^D3%K4Qcp{SC9<@hlm4E>NRv?0?k`g8$W&XYJ z0i%S|)z#&3H%3B2dgr_@QLD#n?03>jHi^!c=8;H{*xu1J>;B`2Epz+ON2#ea1e<0k zU;nkp-7$j5;~fWB5ka7W00I}#(M#sA!ff_9Sf8yj=X6|7e-e;*otR;g@^;kOFIZ2P z&M98z!61dj6V~Y`oZlCL-`e4I0leA`VM7zbhxOwcdYo!iu!Yh$jn`t;Vz81Bv6zTn<6_J;A@T`JtJ=*Ye7G z8g`xErM1WFs@-(aDAT+1mG$WqlAV6-t$1xjqy=yjJ{NqvJEM82_U#v^RW*$RhVkKD z?7?;&?kZ77Scb5L&W0(W8?sdxUC7&Rz&DNmKv2WNez|H8z<-R3!bL_UTpHk@r? zxaD-4@y=zHK3jogr z>LA|EBf5a?Z@tQFEptxGc4q}O-7m$y!UL8{*K}X`R!nHrvGu)l%B=Gny@(bhv9G^n zBaLXRrSCAwjgHxtY&8}t|FOPsxU#;-0tH5v59DNKiK%HrdEw-e6)=vPZH3RR!5L(+z{8;F zelz+3a;&k36Q*~A?@9@4KmX@tpMD3tPw(Fh=+W`*x0P$?W5v{qMh>1v9I<#qKvNqe z2=woaCsR*ew&%})c(^>xRdv(i`Axvk~OlwhWxh(W`K8ynjt6L+l@h9U}zyg>z*2-RO0F(1D}J2D;ZM}v3G0@n}kSmB=r%&%rM zhDHMma`@jMB)}kk;=N{i@&x7gss&2WhIcL`2Kr}v&*~z9DZ8p zj8?1E+3}yJX zP&d@_zqh7K;SAV2t*(|q9baw|^)NCUJ3lS%n#S)?calVMH7N{}i4?|M1C z*Vpl}aa~_wRD>#?aE1`i|J~pgD|)(0NxSp}>>ohwb_SA6vv1~BcS;2hTnV7~#oeLMWr_ld?)(V(sG$9M zXgJVkMxLL$1>9d~11Q71?*}CvT^JzqWP1N0ny>xXjY8qqaecNetE^n;xYBkG8oUE$ zAeC)tI@Q#Zs@;$105MzKU7Y~g2VQU|9EiOg7VJ4Nn|Em=^<>?(hLf|NrWAYR`eA9K zWkp%J*kbW|fRY1LZ~PhaFy*|7C%*ifH*esIbgJF}ZDVpWp_rK1_}&HJ(-VdFis|VQ zZw)0NyyoLe8H}Tg%gh`FT0Jiyb3D7hBKq?@k<_@$w#+C`Hk4NK5fR|cuRsKb&xY9m z%oz?4^Z}(Gj_WXI!Wuxs$qKY^Kret9hQL$5#~hlS{hC%O{i{~VRyb>0Lz&jss5C5* ze-AODV;yh&q=1vK0`O5Rkcj|hL4)5l`@47VG%AcT8X9;#4i^Uj#`Ep__uTiv$UpP* zpX4T(6v7ICr~tTTtvdm=dR*G8dT*M@@cbBF4Y~ryA`l@z*2V9!Pw4t*I0sO~o}_I+ zxNYQrp=mji8rr?~B!BJ&gdu=aRXeSTu^2RT0HpkIzY>=)ovKV*Vn2z34pETBn*N{KFk^A#KTGkRCFpRYNpz!7}A__3cN ziClu!23QoJ7O1JI0ew2nzXlM*fyl1cjJ~S>jt)8a8IUJ0Ie2=!1rY0VWbq&f;wxz; zpH`#gLVc(FOSGvs=3(8cxsUy!5t0=%aj~&tqN1W`l3I5|8t}y+TwxHfSo}(4_UkG1!2OMqh_x}}k~)ZyfI+o=?gchZI+8R8thZ7G!j!G+&G|=wZ33goRevmW<0k{V z160s2@$vsf9mRq7g7XCQM2RLLy~ArxuQuN}bOUoG1u7Xg4?=ILNYWi%x4+Rf-A>@s z3DSOkEgOy7nXVp$m|@*(ysm$KY=jaRIe`m-x@Q%rYr_BUg?f6a=754Rib*v#V;p#( zQ)?abzu)u&QQ(?Rom~o$Zj{1reFjSYb*34u?q>Kht-bTaelE-~s*2^5nnpFIRlO{t z=A}rZBYrY`;)uQveYgfRm{#Mjjz!mrrL)xDfCU4p8&#l2vI>Lm0CV{I^=rp}9|!<> zP4~%0KTzuD)QD3uGKPb*lJvLWndY}OJ%Yp*&0q9!5mk*vWU*HYE7WD)67|11=+!O#^4ReA{#5G^y};Z_vpows0^6WlQbUOnIaM>4Ahzc(Si%^d=l-5+@Ir0<;4J#T01yU z1X-uZ!xa^1z=I#)Su+%XA_63=cFQd(AhXN@hxAz`K%K$amj$4-^;|U#TpG8%8Mvg@ zdg3#fCPJmv7XN5mh(*Li+TNmZnFpTLY;k{?M(TToC&1t z)pm32;EMoHvT86@g#TVQU;7R4btZGfQ9iYdX@CR%1iNQ9NhLAqih+y3JjU!J)(l#_ zVu08P$cntzztJ6^p2BO?KS`U%K;kYB7_Wl^115mB1Uw${3t|Z;CpO?&0fp3QYY6Y= z@<sQi~T93)FDgN(YYw&dlgd&zQ5KnN)$w$HF1DD;?-+u;VaWAp4JHUl!nZ_UKn4`s- zoYvq0=kbX04*jj5Q^oP@%de`sTU~ZfZwI_I)8o=odcFA z_*Q}>SX!zqb+6ge(~(j`OlszUYHbUs z4omgxF;!5u!8WM?VVCg3l{uI>FL)2AR*=AqEc$*B*{!r?^z=y3DyBXalh;6&`ZQL+ zT6hw%fp}d7KIZXfI3?~#r&Nm(?D^Ay1wVp&(va!s5CRS_pk{ml&i~)x(v#Bh>8l@4 zBW?CPqGe%;1eInqV0p1SE(>Z^7(E>cTv~-}VEUy-t^cQrGY`i)UE??%jZjDz6-jAI zM@gG3G0BuPRN|VnoYc{fs2oRGdP$@OX_-!1NDGN6dyUd-X`y7^HkBG#Doaii@s_pW ze4d$eUFSOfa#`Nr^SsY<-}m>v-|zQ(Dn#B?^V}ERrLhKcy-MmV%fyH9Kst)u@D9# z)8A#a{7e0A4ZK3m^Slrv-M4oST_pVo_2XbQ9i-v1wB^ZZE*B8m|MnV>klP+P(|3IG zreDGU?}IHRiU*kZMm!&@&aN$JiY74DCYJ_oTD#B;Qy#5R8Fsz_KEEK1NeP;!5y z@;**mK7lF%1@{fOh#q^;jT-l~m*)F444RN4qRLbX3JUreMHXe49HvZjDGrR9wP1k~ z_-vxFaST2ar*zGH>d80U|4p@0OXAl9=EdNozY|0&aZ-VmA<`eGr2)qXH0?dGG%~@oiiIxF-(f>A|9zHS(aX$P)`dg_~I%L?e zM%DzOMWj#&)n!E2b)Ese(z>VND2yxlQ`cqwP)3l=-&tf37WK@>lb$jqB}H>outYDe zCX*pxT$OaKW5+O_f@WVzX&&$Ece2X zot<9XM$i@&rlmUH6hW;gC1mJWYm2(9MOB$=uk)hx;0jm#>b_~~5@{A2oXcx(K;bF) z$Z^BkzXc&lMO{4=1tRA(;`GwH{6JACRKt2dowM7c`pYS^SPV{h#U;S3^wn35D~_8! zbbRo>D$5ACTw5qfe&$2otA~m&2+bNA8ea_^RYJjhSsXr(K=|6wF!I?YH-Q`kM~VEf zgyRvWKtf^5=%FWOA?(m}S0gsdar|XHV-HeVURYlsLM|a4MirZa%AZ;o`{ky|1q3pgP=@d25Lk zxL^nmnmz=!;K2bIG-AW`cAFyqKF{#*@F$g(9K}6J9Qss-8-`|PW^Dy*kexa>I#$Gf zE<0_hrdweqQX5GLLHMQG3OifL3A35;HBuJtD{d-4PZgA?%3+M2c`TB=S zJ<8`saM_VJjJE##)D?4p=>bhntXSTkf53hMNqdT0W<#O7qN3snSyMv)LmL~LoaztL z^3E4$)BHwoeRmT8^2dt|UbAy=@5$}$?FxS@3LU*{*)ps$N;q1@{f7?S1W;K5A&lz>vX5kTVIhd{^ghmEj=PjV*ydq13F|yzg&8fz2rF8;C2B7+EAN=n_d=;UdVbr{O?8J)c74 zG{z-6owhQ|y3t4vQIGijEoI>i-=Fn=i%XSRENyJS$NKpKhXKsNZXQok77Ir$9#HI@ z6>Fb-E~u^cOIPv01-d-Jd<+=)y-UtGR7+n!uGHfken>Ai&nfEf^;Ormx&s2+1Q_Mg zdeMawz_}#ZT9##3DugFHds~c(2Kpsb6GyOW`l`H1lrHH&e;;a|7*5tT*?!oq+qXy0 z4V=oGb!AI+JSfa1%iX5zpnj~(E185m*!|nQ5V>%tu;HqZXCaB5S~a4qbl`K;)H3#+JbH8C?8Q#QPX#R3C47-pYGUJ=87QGUR0D2Kd}HJp9m@;q~`BMSK1%^6I3ggC&~R)N09 zH23=q8YyZEhiA`yqyrjnWo6|jZDQIEP&tU_QKRe&qBT#>?_X2g4g#vQ7mpFXYjj&z zU>j#$@&b+XM4FF%()av+p_9{47Bb%2dW`d1OJ(&jNXWcEnc7zIoJbztNrdvX<|GM* zcjVw~FPSbs@UH&Z{RH(N-W#%4D((+Zni1;^xhp z+ul8jz_i1ks1W8yly^l7#B_6mT2pA_@T|~t-q@F5?w3l0hp6=m48z1AdjI}=5(7DA zOG`pFJ|f(^ySxAK=8g);mnMz?I8L2BXfW?VYt4;Kpv~INslI2x4L*$~g9-s8Y<=9! znLqNuMBR$13?it1T4W+bVlp-y%raPZt3#ss{+B&U?rIQ`U4Hv@uQp# zccl$Q+uyGc0Gply1XGj|%v)DVlp|^D?&}Mv3+wVHA%i(Y11HyVAyW$=!S#K$y=ra9 zLr*SF)ZV>Kvike9F#Jt-Z|{?$Fo~PfxZJ~NK^8>Zv$La3pSbAHk7^4WR!$n^Ad>F4KboDwaD?*hGLdp|ZbS~M|A z&L@U%)^S%zbV~?m!n3TR;!;Uv@SbZ&`GES(I))F7i&dw(K&Eq=zHUIbz%Q5N*^ccDc{}MXIkw2X{uNkD8zGvc{VhrWPryEFb zNMJIU%5J}Q73-XLaQN#8cI9$k_)(VsZ&S>EHUDpf_1|ChYlN44QkqqRoe^J)7cO0p IX}3P|KS1JW$p8QV literal 20776 zcmdRWWm}Zd8ZIR*sg#7Ih;)OLq;z))C?MUP0sW-j)N^zabT~M;=h7d=Rp8*@qrhJxRAlgugI=aP9GudT zwD<=#x733LSFf0j*|rly$#JJKd0q4uI+;p;B}L*HpAk|a5NNORde|wFV&Zn8Ns&rP zh)eMHA-{~G^z4s+9>mU1w2)^VZQA5JkFz029#oopaB&f%C?gm1E@${+ey@QGD>wj; zev}1`GSE&oIr=`jrZ@*j6jfR9BLXh?K@}|$h$9*sLW4sYh(k+-CXPxe9{T_1ud-d8 z;a3(yv8P zYmF+jczquQ_|r882gQ&VA{!AFNgIk zX9Ou<$8Y(RkBW-<5@7__cXw63PdZkGF z@>+}p3TgZjk>r8}hOI3SLxZ4SNGkH$j8Q2VSy`nK;vvEb@yK_VagX-=&IrCwmbT+N zPF+1cDmjwR!JURgMw$(!^4(v~*$P}tsFDi%q&|PeeLU>@7&9`WM8awA*V-zKPbb$l zHASeXsMr%hHW2$(HBrEweK3XR4ISNgo<+9+Md61R6cia_CUaC==A0NMFWBWCpuZWL_*Kxek85$O5@^E|c+0;}90atyz#hcaQ z#r^HO>znq+hmqgmkQ}_#)&)oGc^}Umir(?F+oL_-yg~=A!s!DSvl;4UgUAJ&UgL_) zQSA7}rFxYt1BCDW)bue3Pa=tyxD!l4tNJB%F^0APfwMS91njr5_XW@n6 zK*QTVWrEMcO+Yk<-91G_;Naom{TTd+aB)}eeaYUtG;Okxa9OP1^D#4*lIA!Ij|Hg* zSDO!gg`SZ4`xAXp{G+Y%`nNJ#_@Ea)>w6gBb=J@ivqHxfh zO@PP6L|w1CkkGCWM6>hetTasXe;*Wjc#-a-Gx*8;H=&V%qs?GDTU#OsJ+VPU|l4AYwA&UX ztHpO)<_iflQ4H(76h=ELT>7=zReQo=t!r4-?B0XPmGZ9>SUPoW3)e>r@deJKJnqX` zxuPgYG2!7EvdlSmUB6=mh2ld!;(k%DawKYEPTTVh20~&sQ5(xBfo@@fI!#b)?$z}447BmPC~M z!2MZ+Yp~~0a|Lr|2B;!_6_5%2M>kD(eF9VFDt(Wj8&%?MG5f$Krm(D--^7%^dg--_FMwkwKK?E3y} zSi8aLE!@e;iNM48xWN5!r?`Z~XuYEu7P&xQr10a%W{(T=#U?%`oj;$B7MmFjni9S5 zF4>H`P;FSk^3LKyz;stTu_`_=+{EOOXQ6Nq!ne(l?Rknk+ixn~TW+a^0TkBMiW;PLcuPoy7#>obAA~o9*l)UUOMzBn=GQDx)MYo2@jb!t z@s2IARi&2M>oSQX$9>}^l;8bA-EEWjEu1#ldBIe`1$J5R*dGBhoL5A539h5&oZw8I zdk8*0KALlqU?L-$RuNNBP*71*!>cc@?<#}>H`chIF!;{Qa&d8S+NwqcNe5<%>-#QT zKDaN{8)jrbe6ZUqvB2E8*(%d#aS)7WQbloLVbQ89x6-V++DAK>E!^oh>GA8&EtP;0 z?32lrUm40#G9rQmrlUjjTR;FB2F6;|u#i~(_{!0dVu?;QJw1J!O)cU`jkWG?g*2HA zA@AdpllHl}S26uaeo%{UEA9l#;=_X5Az=s=0n@j*cj|bBy0uP`T%S=%`LcUhN;QqL zES%4e%6=o3X{!o-QNF)d3)}3(hRT(=pZ$I06Tev7+UiBb7VsN2|2$u3|ALSZL|7so z8&b)fUtL||X3{bF89vF^*KRddGv5YHsi~;G`6Hqr;E<8Yg8->_Eu$x<+VS^ST;)74 zIA1wAIZW@{b9-m{FI4Y!odvlpk(YcRJySlKozFyu}zT1>qjT%f^r2OY) z?=s?_1tX?=VzoT#$YZzc{66&-Qm$}tZ~(yr=?S`;C$m15CrgBhY%x&)-v+|f$le7F z9bE%&<&#Qwgy>g)HRGdZl%yn!wuV3bh!YJzJr9*pHf0kYZ(AfJEUGfNEY+AwRyqfS z-Tjh7x!fyBu!*_ln8aU*)_tdmlCc;jho+r%VDJbH?37^=Wx6oVS8n(&^?v@=OA(ym zqoOaZ-x$AeW{91m480w*fd0K0NO*U76NK{ve7Vn9*@Rp^xgbgNOW_AZDAW1FmG9$I zi3XQei&LQv&sd4>jL_3Xkv6{Rutwgtq3;408>;dGI52^mg8|Na6Q54wPMXnV>^IGJH!l8Zjst;=v_1S0%WDoTpj24r&DE zJs>*aEymqPwKG;01QQ8{Mev@k+APr4Ru5qV59vWk{8h;`Vc+!ZY%0xQ<+tFvpFt@2 z5jNmTCaxAsl50>dGU$N-l|S!)V{thyconfl3etWUEv)KIp?c2A&^x|0z zhnn2aP=O7cZVbpJbB1PSz6QCPq=N%{dV0FR-F}tTVpG!D*6`Vg81~6(7|ZGD0E=N2 zt&KA!S}vY;y$bEG)A`!9A}q3rjxK*hXbV|}S2o^{Ms!rAk{oiuPZRWU=FjsAvuN~K ztZDb%pUJ4skHb49V>~|Tzn!wFtupDwGVna$G966rK3r(5_qt)%fW%41(6Kpg%9#$Q z%j@Zp-d!DS{gNU#>i+RkE{#7f6#oru4jjO99@eczSR@Iw4dVCxc==AN*@FuNjz3m2 z(RW9!86~>4l}-z}vdQHvE`eYtSRWoWqvkGYwLKGWJ zyjtNwUe{T>+^^WO?=!0YkZ`L>uMfS4l2gaLY2>F;W)O1DGBDn;FoGvScskz%d0wSa zCo)L3dF@w`3JVK4Ehm4v9L%n)t%>bTmT1>l5d&ZP?Hhv2{crBuh^|DL>(5)ZwP8|Elb>bhau=u z5O~!`tptf@c+0|2ND>asO9h#>A1<}zNVTOVBLN15?>*Za#q`f0B4LtnhNwd{aDkVx zvSRFwAT!w>$Z-BJ z;k@?Olw=ITA`hizPtAEpNy#GFFK5dEc8^UupNVm^OfAq(q%^}`W0CTXXe-x(%IO|# zKN1ScS()zxMnJoWu`yLkOG|EE9-GU)R#Q_Gk$@X3sKrcx5jh<#rh!?+fZ8o4Dr)&} z!aAN!n#lL(uX@UjIzK8XY%aJi<$;?ff?wDWNV1s_YA>#hvcxis&a6AZtfJE=q7(d4db4q#lFa*`ym8g+2h zf_md8a0BS*=&A2t7;rglD}Bcz+r7V%_oeUP{!Nnb-DMBSflC_+895tjadL67aecA| zmz$ptGH&^W250RiH#WF@#f+ZbUKADDy(xx*qJPO)!*Omv_0Yv(xT;+mG<{X zO`WCsjUVOYa_vpH+PLjk#cOPr6zuF+K^kOdJ@SQ-L-pY1WY+Q}kDEap5=y7Ep$ZBgI@fqlYt>9T|3uEaRSA_UG&#b70w7x;>8q_MWn6(*Be_3@D ztRx^XQPW&yS~%c+RmiU+8uBEM7m_kljd6LTxuBW7y5LGtY*4~*bGeU}uTalVMLC}U zZj{55yQ}Ntinyl5D1y(ebcvep7MZ3Lb>Lkz(yAmo`-J~qY2$0o3FxSrEiSG_THk7S zRP6e$d7zylm|tHqm)%MBEU!%6q8~iNFW<*{2sLhppfrL#zJ$c_O0b2X=-TNVvd%nQ zjxrN(Di?-|iXK@w&Y={TSRx-j7O9^U#WM;DaJ|xoD}&<;b=u`1oGEZ+x0>;T=lgg@nxdhb<)cwj5gLVv+ zwG>@%DJTX<3Tx=6)XpQg&cnY^)bJt|y(gA_&3w5Q$?7X4@YKWrp`2G7OlI}smCL}I znb~;q!a}i{%~hb+ss1J%lW8Qz)jc<->kLT~)P1x^J#nS+uT#>9PiF7{scnxU?NWP{ zjOV%Xg*%g;me267_}@Bw`V9r5k-9Z)F^V0t)fPYZTka+v4_z9IV+jvGU}-a-Ki=6r z3V7Y*?cb~%W@j(AqpTP{eY-o-)Q|YGa__G0{^`*xj{fv?VklHmxCBpHYr6U>GD5>r z^{@d087t8JY~t{TXx+CzB6^>vn6I~~x#ZO}(loIm1%G2*3*Rf9_S*4I=wuwV1hfZa zslHKvcD?-J;wbLj%ABn_#@f@HNQkkCQ9s_xf#vpH9aPOIf)I=sgpg859q)Co@Ml@* zUn)AuaACPLk2U>>Hwp!K55iBFds6}JnRx9FS7KL(Bbo4l!I12TsT^f$01X{B;eW^U z=W~2??ZC}$0!P`utmWHain?ZCEMuXbWVlLIme0NN!RKpNEQ;?_1_5O6Ct6du)$b~5 ztsw+Ik&)xQ_90(np+U~Wf)-IvDYi7BAwOuhT3+s-ezPu!~SZ&%EF79^Upc{8-5ox-LuErcLJv&yX5%U*&i`- zzlBqj$$V}){h_1#nt?D}lGabxM!BT#aN+4r$ZV($gQcJ%T8cvbs!X%&-gtLWKRgAK zI9umq%p1tu+1bkJ7kYZ71mVa1jl70+kaYx6H#ZNk2q`;*3{vEsW>Hl)F~>wPxiVk1 zP01yC61zk-&ExcsL>@(2Y!;Sko3+x$2{$SCMo@6;JdR31g^pYrWn9R~8HAb*y6rE_ zAnLR)s)#Knlu{D7tO|NIcBeEs8nd%=W##U=xm;}?0fBniE z%F)rEmV~O)DxpP(TRVlwmnmGTCftL`g%WX;l)F!8AZ7gKbz8_F%VwMIq_6&Lp`kEf zH<+S`IV(Q{IYzpg`KVDb?V+)Q%=KP~Ne`lKe?RkVf;Svm6fJFE(U2&&>zN##-LnT! z3_;I{X?cV6-NPbX%|Q~&*%!05no}xpe>|d*RN$EnHM}Pxg^C(b#W(Ut+Z>167hF5X z@`|`lCv`X8PudIqnT>XR&qumDmK(Z@P&KD6+TZU#uNS9=MfPpUM|DqQvQ(YpUq^?U z=)tTyZS42w1Lw48JalNe2&95V42O%Z8Nly+Db!?fyZPeWM#`Rhnvi{CvbS#WZf0CH z{FmQuN5g~5g`ddp$@0>Zku&&p?$VwxEe%4O+N1aogp8iei0UX zMFl`KV`&3ERPz^63ky3J8X8s$^+W`z=Bv3*{g&T-|8&x8(Uhw|#zlA5D=XqBBd1wL zO$|-_)!G_nm{>;{E%G<1J9}uT!AaTIPE<{TBs`gb6hB8}CuPuXpU7%Dv!NMSdgepD zqmovE%W{(kThautN&vEjhf|qB(R;b*&^rJc4Jo93TkC~lGEx>{C@MlXpv5yswGZ|q zi&l>hvli-cA-<2q8f6-)3)MQ+EgM7cSAM6c8RH%1tI*(tb&G<6VRUrV&BMcC^B*xg zJG=Q+#PMDAnP9MuHtxe1DZeNOtK_h}0H0)kJCT#K3h7S2D(AUce? zwMB7vih_9ri#Y+dk(pRIqqFMNTvzE{=?>Sy84J7an4>+8quC=@s(BtHzwwjQpQ zwm@3kbkg%`qF6fy6!eQech(3CpDkO1Fx0E&8<-__n9Rd7j@NEX4`9jbo74uO1wPcNGcJcg=>hse7gHKzx=`Y)i}YUu6F+GNf4aR2)3rog<`EPz&P| zzWu0Sb2IghZ$N_g1>m+`k2hQ9)j9yLg`;O+=m1a#K#XUskTWwg;WC67 z!>Z>FVAynAoP?1PWiq-RRg+5z$-U)BW=Fb82t(Ni#Oq~5Xf-rHl7wexLR#IkAVhGl z`)J++GZ*Cbe{2?D;2WrDhXO9pk!8XHW7TRYw$VXf|Ar<8E`Ex zR^~ydi*M&|M>hYP9fyX7uGGxgP;+y~OOd-H0mR63D78OEQApa{oc;==9&BuEUY9dw zn8fUXpgeipS$j!HsHwGociA3swPmP5gyZY{7onJ`fRu;Y_IW1 zjp}CiT{XHvY${EZL%B`b>~y}jr=}EDAe?%6g)Ct;j{Sv2+{bipjRT^3%LGUcq>08q zHXu({J;Tzx0JtsDd*5)9_N|Pk7U@agjEMCr=5$Kq|p^pm0YT?PZo-^dUSo)2@*t>Rscz|S|!eoKeoYF zcb8pT+B8R%v+LBW49X^03kDSkBy;*}SE*f{O;=bvm)0V>zAgIN+TL#ASR94p>^Ydc zyY*Wha@9f$oLE$MHeR0?w)9mTPF%PK#=~u4`z1hR*QL3bqmv3J<4J{zFTW2Ds!Nc1 zdo6>wai#Gbd~2kvwdfGCdmn_CU5SD99e}&S?@2B66K0BC+bQ_GIv4->%@vFil!YmY6L?9bso)n>!LOo4??& z9}%ozlH=B=BLi)3=D-3W@bXuNuLcwLTS}(D0%q_MzEPj)qs2I~1=PWr6SP0sz7}xmKc)Djl~JnDy#JR8;UH1x`^xLG36(^u_ear|<7Kn*}|vrlM-3 z07gG*xx=cO`L{n)^>wP0?43sOYaX7dm!SCQ4$IQ!sD7#kpCe?JehmQ8VuR-7KYuv! z@bO1?oL)98SZVXyiyjELZRuN-*1nsMZzANDNL?F;Hh$c%ik8MO`BsR6=&w_2%zg@{(<#xDU?{B@0 z8BNQ7A_Npuy%1Hy2IEVHlXPc^1y5I*VS`)hoSI6QEYXEkh1oedqiWF`X#o6(m}J`C zIiFi{A`codeLe^xh-o*JIYFl^YC%8hC{oTrhCw5W0w+kI^Jg+$ZuHsAtjg=g;os)p z@#p6kQ&CP`|6X0SMEusE*#1N0fYo+8M`;}d>BJWeanM|0iYhK<)F?BMPvN$n27dg1 zco8KtGgfe?^5{zJM;Y{{3oL;pU+#)utsip2aVGFQN`n@L+kSge`e1Up!~a3n41O1g zvyt7Q`}(N$Nl3TW1{A^uFvkyrGinz-Fk<@EzBZK6$$u9a#t^U{Kq@#Zmm!B+tj=1~ zGry!G^}y!F3jD@V`dkB*@~?Cd9S&$_nwru9*G&ngwc(FKzMK_IPQ}U^1pta4n0Z|_ zR{q*c?SWl|6R6dq^I=nqANJtG4gC%WmQUYmExc4oXr$Ak45XKOIUAHWYTnn^_X&Uk zG;iLVfmo=bq$DCEgFY)$9+c6IP}YJ~%lTez$u#4`Kbqqo_h;{eUA~h;J{@6{7gBJ# zqwQkCS;D{ADh#6~EWS}n#qO@(T@rH6JbZm@t5(6HfJ$kj1m>HjAO+DV(E=?D0L7>B zIerJ--LY~bF)wfLckHovH;3=1t57Bt6a9pEk$1zd_Y9BGgD*KK3z$fKUMYB$>d=!c zP%!H_kCKR32A*fEY^#MdA?{)amosOc6-Q0I3B=*a?m!up`bh)>!lb38L14oR?rgWN zUHCp~Uc9Yj^HGOHE)nUe?#xU_iYcH6YSobD7?qUogwI zm&nmG9YuPXfb+O0fmhtm;hwY#o?eSDATFxxYNDv~WW?0MhDh3Sa^SNF@;UszP zyf^u!=O-~}U9N5PREsP=!Ii%_UM(?sosAv1rawqF+VggGV~c6-o; z-K}u>lQZu*v-m=u4($h~57b|LgK$dKv!p0NQv&QSXzaq!4uD>Q=Hw7SI{Jo(UFVQ0 z&9J?0Udp*U5pY?Oe(xDqzZ!qu=&x-`{)pquBff~`-n+biWoHVXdMi_HntkYhoX#+V zN*RcuW{xmwQJpA9HCdK=T5^uJ}J))ULi7>jJst*b#Weukhsh0 zK*Ea}66}XI^67=%Je=89dsgjATMEty(k^CT@&Zi~DkXzj&~V2tzqz3SpUO!0^g}E;j*cM-2MWM+yM6ffTP;zY+9khQL<#jAV%|IN%z6fcHAJt!tfv zZ%6O$B-E;a!ZW3<;JxNx z&i+BZ)!B?BTqi`!m*{*J6}Q=Fz;5~iQ>#*+EDb07hy7lC=6jd@Pg_H2>swnUtVC`n z-GuII;XEVeoO*S3{s{&ip#)4i$33rXqheyjTwJ(;r_D7RPXB`MSB-Np+K=P@Mm%=Z zMB~LUtNB&EPDtGqZCyE*%`KAX`+9zMO7WKfn#)zp5Sq8|CHwsOGpoe}{bZS8WVi9k z($gc4@Z&W#z=FF!vD#hkYr`ONfDXn+OX^z)(BwKtHTLcLB>iYArsg1Z&2eR z5liT1a3}S6HMxXX->V1c1liG!djzO$)R6+BOD*2S?_C%{O)w-V_9H9|9PI1sYu;Wd zbPSBqy^HOO*4EodW9KOk|5Md1PK8 zHkVB-;7#?zZ_3$Cw{hg2){IEN5XYHjPo57SK7d~Fue7wmHh;t#gQW?0jqHlTIze{jP_H7_M-jei-eFBp82 zEu*pMJaBmergZVfet#O^(9`~-=IcB88NXHY6=1&T{#4f3*qBJjix>3xwlaLvwW~~F zE(4^jJGCSrIuGEFQhDa3Waq{>UMk1Y%zVFt1C;D zeRMupNyiXbh(WY6El+_~4;C-3L275h)Y*G~my&VYX_ei3Z7jK9Xoa<1KC#d_H#RGI zx4;j!vuLE@xJkq^&S#%Rxe~Fvc6MJd81a%W6JtKgzdm$V$2q@evDPdcom~Y{30eEjRs;I>$5l9i_z5^tssIJ~f{U8APxq9D|+xMkQQlH5!+#RhV=d0tus)HwV+7zx4A;g zGSmwpU5ttL2`60ip%2RFFLDb4a(2G)7Z4h1p!6-LsO@o;=gG*Wf0*hq?{9H9t&moi z>J$E*-dQU&VUEzvxBLD}zlQW#@={$%29-tM>p$MkAKKN>T>GgB9Y6I0CfAiy1MYZoBt|@Hki#fJfmVr zl+2%O*lvbW98%0!Gq7o$`aI<@$|?7EJCTok3$87~E55jX(DB@uHPS>;AAjbYS@F40 z*wiwe-@xO#$et)one5!jV2b>O^P;BAlIMdDoehh|l&_qc3&exWNIz4-w|dY{S_?yc z?9VzJiSx0F?HI)p>qP^)g6PnPKHwDwkh1Qgu2bCYmwLxfAbn1+G0KM$MlLy)?BPULO@ObR~IyB)cAJ z&0F*x#<}q7=3`j-dcON_5eKtJ$$7bD)&te55U*{i#Gf6h=%jii1*)an&eu1MPRLy_ zSt8}fujKi?;En`Az4Evq3v2rOr;De@L-!6(k(dPN-oRpxjui3x<>i!JZjsTitoqi^e@6a%jNNBmxx$#sE$~W&pX7$SeHG=@7_=t6sg~t zy_s>@i#u%fqUVJ)*q5chaEGese+Fi6Ja!lBaohMuB#{1j3D%#*sr0V~!`i8xC!P?o zoaV8P(TAfMVTqk02m4dk@-6p^_qeqmoT!khmCaf+hsLU0I%g!JZXhxiJ$CAn!o^{` z*AD5Tp3RmJgxIV!bxnn5#s2+_e?Q-Z zZZHZpC06%aq8(#q>OR;s&F-l4Pwss5V_RnN^%c2?du-lYlAGlW)qXI|iray91c6a^ z#d6f=;8Cj8R1K>QX!mcL+1xh;YVxhjRSXZlsO=o5*|4^ zSQ(ryHL15<^tQ5Yj#F^Xt4XpWlYX7;F%~y`*?+U?#Y~__!}lhsWUHo9@XLE?ZRyW1 zO-Jc-adX~B{5F$QToqfBy(jfHz8it~u=JEt3>0NS9w8~RAwQ^=1SlU-8apEfZ8{^! zf;;^?SFX!4m^3iJ)@@GxF`P+hNysgxiLQ!y`-cDzpGa(cIq7IrDDa=z0hUaQt#rKXFuD zxqpczrWa>W%akNzT{g+)UrHHDyVp}$mQI@KN5=w89lA>6wRBtpma(#EX&SgCM5(Na zXs_Pbd3Mg7oE*PB+XA=-;3-2jOpWOB9TgqdS8=&hXWA|&4#0h{w0(%u!~tUf@={p- zBEDkU8_8x|@NYVKI+3&FPY-GX4;HF>s*ux2st%TH(Z(2q{cEZ)Q%2*SbYcPMVIjJw z0cB}45>-*`K>WaZ(iwdv!7u$-d2p>HiKNdjOnH5W82(aKvBpf?tBswFkA8KgnUGr^ zLUtWv&!!C*BN=~P2QT^Xd_v2?Ke3G{-TV&e$jUt!ULF}|MYAJWbG6|G0b#W5(3=AX zlDqM%nAo%~u@drZ0}(;Z;7#^u5%Iiu{n)`rjJuhbmf$7k#~yzS6y7B7Xi-^8j}mf< z0PIEb#cQ|gWs~FfspYVY_Q>QGt{siCSJqT>BgLj12+as51y;_re#+KTCl@VcNtNE{ zM;9K$&=oZjEYhO;X^I~fyuL1e-KHyQLvOJR`Tvc|O7Z=2{sy*L!8C(rDpfYomFW35 z5>{59%rFCgPe4y*2#36@i8Lks;(BZ2lDogG)x!pOpYZAM;wa*dp8E&$YI}6q_c_OG z*Plj+SE4ME*Oxf}Vvk`rWPe9)znq)7(_ z{_gCLCt90YxxCT{ehFFlF=*rXIJa4DRG~eR-96A5Mv~4|pqs<2zw2V8HmBSb+>O6W zCX=c8+JJn6Bc-eo+|hh;zs0I~k8(V@{@+TIfsX@l`iK-U0wHzU6c=BT5QvcnzT7d2L*N?WZ`>(hvTdB z-l^q1tBo5HFE$UNlM#>1sohb_i|s%B=gGn#<#T~7$VeI?=Q}D?0ZVNhbFrt|LvsHu z@Q<6r-@t$36w=)=zSqaL0hoRU`Ms(~p&7vx&Ir3BtOb;miOG z&R8J7?qKzD#2=~-9)vUvmv%(f-S8&+fmfKx!XY3!jn~_3 zv3pv@K*fOpyjO887j%B#n)VcKlGMxVdn2Iiqbz|Zms|j!BIul+SWKsKs=}%*501?^Z!TM?Jboy4c)qk2{_eAh&P>%HOb!eV z>3&&CF5x&}TSFV^YfeL7YkphNPQ}Uw+9C~FaOZqbLfl1~$g&A{&c-E*7dz&XY>0d|LIfxP$(7To`Ja+~As(sHX0Fw|zvBo4kuZ7d+(rp2KJjNdsG7 zf3=q{!82klsaN{1g0bPPkW232vfHG+*SV1RjnpV-@mp7}hOo=(Syh&Da$s}Qq};_W z?=(_&u^4Iqa(Z>WOuii={;BNG+*x6kOhYfb*eUsgnTj)<-=h~N^>#T2b1csL! z#AO1)n@vPRQcd-&jBHNetYpnbUW(!BfS@6}$r5HU_dA`E$r*JgXR1F2{iMmAj%s{Oi~e$8}!|-UnCxw0!|Zm z@N*EH7Hpm#%!1RbRJl=xDB3c4M!@0G&uMgUJV^Pf2_fV1w$w<{RxZsQH76Q(#vER_ zCk3aES(iD+`Y#TcZ3NkvzT1Pot?He(PTY`4>-0@DrBQ7a27~4(6 zkIj$%si5`g8KuleypTE@VAp5B>E5_J)voKF*0UT6eXl0!kyqx)x-)!_2%uC(a7kOT z2DcDJSD(Mxo#3E6hh-zj1f8K6p^nbxqNs!*^gQMZ?s#6?-32r9SB5meJG)4_xiK8E z{u!-)4+Xo{dG4O#SDlxRbMBclh)okaw8jV~dSvl9 z9pRv>y$S5q&2^yh-~9U+u+yh&h{9vlHd78W5{jtG)j)6Y8$ApIcC#SMLBlRVQT0^Z z@DD^O@^-hN?79Hm%0XVc^3yJv#rbPG6c+Mz3hT%As)G#LF_tlC78)f3*Z^oBFx{r= z6Q=k#O!**J@gcs%u(qhSch(XOk&(gs$Yn=&g{fMrumLcnG2TCHOW4=xixtgz>(w~f zYU`*fK^uvVi7k%&6bIL+Il;eNJ(~xXO#@CYk6pk`hA@cWeSG=Zar*jk`Kqb;#G3h~ z-fBe(`C3Iyq_n#YrFatPM0ckS@ePg-WSEZc$e-KJW^CE|7+7eaQT`3meG@fPWmffN zfB=L$m|jFI80&wn&8YZzNdTVI1A;bNlAK%;dl3E`g^^}YS7dDRp9-1}MV-uG>+&^) z(wSPe111DYKf66vo%5A!F*#05Gg^tG9cqL|S%h1A*un3(i3x;1fZ{{$SR+YAMKxV( zO9Au*;Bqjy8)%1kJsKz7^?CLD6iQ)&dpU+RJ5usUe49pZk_Z}n63ByYI?YwW7Kbm1t8Q| zle;6}Rku%9n9Q_zzZVh`0^_eJQVd&EYaG9$_Y_XM4kgrV30W{Q8*P&~|2onOr37<- zTdVMz!s{4bLPBE526q2=czD;xo!EeHM+wvqe%ssTpwZa_c>V=IRwJ1+TJ4{}*4R1p zH#bghfj=&-@O^#GD4E^Q9jR0$L|4^e_!S9X^BCHMDj!%oHHxFtO$TknC^ zjZ*rx4OJC=j8wc}$9L6N+qmNa8)ET}zys6T1Myot7$hn+MsD?+I6FG~wa>`adGXRX zY)!hB0Cmf_RsTBtZfhy>gY9xKichBfM-!Ma;7m!}O6i%eC56vFE*yy8N>no1C(&S2 ziswOh!~z|hzjsx@V^fdd;T?Z+&s1%?Yx?r zg029iWKxt+tV7N2I)lO81{a-63O(#_<$>0))SD`W)8oou;updpX8ZzcFr8tx9O&M@ z0l9)C^DF5(TV7S$lphA~nuA0`iXmEx(uiawZ3!OB(MZUt)zT zGRNh=Pa03!oMkif|G92`6mv0q&BeS%y6y#OnUhb@WB6SoKPfPO9?)i0^6=sBOu)?7 zY&K|`IHA=HrUo4|;6{lnrWplp*K*u;1(GJsNYXtN|FZ!bGCd-H`>rq6W}Hm%A>T{0 z<9(U_`yB=Fo$JSuE7+;oaaGv*t;16fyGj8L5Ms%Ez4s0{h#1#!e zr$)<-?J1*(Y|R%gbM;<;W`R`-ie@fW(ekulT6(x7t2#=PkJ60#@26>*qVO2XU$A-{ znBR6?u9Ql;{&#%4F@(2SESFv%R5b7muO4)E^?+f~e)W$PQ8C4{we?6zu<;4KE_eIS zG?@We38|-qLMqpgMsfZ;5F!SItqH$c5?=jT?LvaeMIN!%~=Rx*_>pFhN1UBHtBvVub z*?X8{yT895v8X2HcR~fNJ6V?IE&yNm1Li%vmVt+}0@9l+kf_XDE5WjkKLKc?j6 zCGyLBtscoBEKHFziYj7YKn@xqd4Rxtu{U+rg+JBm(s@{ZHu<}@55y~rEzN<`FJRQX ztxL47&Q3(22Z;sBp8laBWV;%6QBhIQmP5$|>}@z(TidOpSD47adjhdbD!(&&%Am`_ zu)daFU*W#$&pq~tZNKeGH$Kn~{{kXWz1sA72vaAC49%Q#&|1CJFlr!Gyi~ zjV_?a05q4^n<=)u?x!>$+I95y_TB(_)-NnFemJ}1xvGb+5llc&e8_RMOO0?42t?jfNPkIQMLSk z39vs_%f2QF@A;41xUk6O-hNM8>&u`;HH-!1;&S<%iJp-cZxr;a@*exQ;22v#q3EHliQ3%PMZ4T;_pcGtfg2e)|B_LDQ zyXDCn-}xvb1ISJ(At52H_o-kkki5Wzc`u2K_<-1zwm#(5@tkcdpJXKY!7ghm><6#g zaVDe_s420eEG&vlKmt;V)wu#*11i1?OiB!1eqHSfjbPHPspH2C2EPN$DSmSIbzIHh zmGf>wLtX+FgZ*7rQoubp8I_{o0}7kNT~-;0czxz?ku88E1 z*YjhxH5h~HML>67j|?3S zZO&9S1L0QM8+htTQK1T>L5d(n;`4C8qoiB z9RZvfg;d^lAjGQBVmv=wNC^x?f&=~FVX*7l(-qVUjjkwmKKbC*`pE##yr6Ux+|X#| z2gKW}BVRESUYK(1WVIU*7$qY}cjm|QGc*0lT5f;n+BU}lmd>w?jA0<=V@(-^(c*v( z9(0cZ%Y%-CBL?i6a=ro?Q27F-*BjvNVCvSoy1KoHXP)WE)refsno)HyAt z!`Xl3bYABI(m?S}b61J~2-R4cFDG8|ZXm;epv9>Lifs{AqlYvBXBAn0F}d*8XV z+-$xAiX~Xh!Ok8HT!hfgdJKE$4(KJW!@A`_7(`1;8|1p^9t_qko>9BwZ``|n5HRnr zPdLp-{D2^b)oh4Vjt(CTkppB}q(WYa!@^HZ6ZT$D4_7cb63{KdmH`e%CIsgkJb6F} z_F1ruV4*7jAqhy1lX&f^wuUpzz{Y!>4f1f>E~WxEX20C#uhQ+XJwgfgN-}|2pV#M} zH^cXlk1i&Z&7?;Oj0)2M6B>H?LoL4SPgfuzA=!Z?_$`+N6rO8?JWJv^qe^;u{{Wj+ zmJ_YrvAQDf z&7M~7Ql`g$!=T0!AAFzlbi9LRu~ z0oX><4bJZ>Dk@-11Mmn016M|18Gy_?HZ}&ctxSa%OYU1_#wI3!5SMl)4qL8Vpb-Rl z#*b$h1WKT?Ok^`D&@3Z|wf+Ig2Pn5-wXLX_7$0y%fP}RI=6DD@b`zCfWVeXVKn?`f z2c~@j+vNb93C@cbUEsulIynza43m^M3LL}7i!$F)@C8t!gJ*WE0Kd=#q-WCymnwrT zu<{qib?pkl1^%?sc~1j`Zh26*pIly=0*3?qg~e3qpdUP9NO<^07)whgC?~-K6*%0E zKf(0YV8U*v{cmIiI=fcv%0IOu0E6jX?GCFysF^FDJFuGl6G~{{<`1SIzIoej(?VHu)X7p)O1Q2}7oc{G!QWT&IElMe(; z;N^iA9RrGHP^*grrw5#X!1;*S`o_k|c21-Nh#$-bO?|-XgTe6xdta;6VgT${ z$on=bDXIVFYztni(S_-1-Vqy6Y&O8NLVzoU2h4BqjE*`W+X2jCWAF%zi88|sFq82z zLt$Xw*8p_@i%KgXkP458tkmk`{rGU?%K^T*=OYZ{n^+*(Rs8S)9u6#-P7-N3xpfd4_Lo{Sz(G<5TKCCf z?M}eKh7kxO1uuy}eE$qge1D-a0WgOQG#PbD;=zA_qHemz`V|~7OKL8zxP!S`d>kAR z@M;E3={X5!reUiOh^HK`hk5`?Kt)G49?ARwQ>4}|`J@1|1wo6L%^2zH*RKLV<^_O@ z+T;^W6;PM_pEAxp9Lqcpf!`gC4HPqE5mjhy)mTQ4vT+Hf|0=H|~9%U!`Z);G-LSHm(6Ji;B zp4EZH)|uA$PLWYk9&kQJhaHv`7Mhrv)^v3(+1;)!@9+Qnid52Wu)1>M-(};!XJIjZ z{$5RUvldvrb!)655)%6)*b3$U^YQVjo+DnXbe_L>vDDl=zouYjOxoDcaJ*5rKv`Lg zgHVLa!x!u5Z07->6^-pNF)?hPKcI8fy_%nI?p=86&jklwLZ37M6^J2nq~jIaDl03I zVI`-f$%m`nR8z~L9q8ydAoqD9m&-ejO>aH$u{)ci1c#mH$=Nj(#ylsx}zAbn-2{pLIZgPR@`nvF2bi4DOU`>ii?X=yr+Zpm&-|7oQ@rTG}1C@%z60fCtKeK z{|s#iU=w{A8*61#c=qgBzoKI+cbG~%BVWD+L+MUj*J+#8M8WNk=){gH5*Sof%Lj@; z6m@Owf#Kyp1`j4Fx+C9*uv=YF%WB$=DS=B91x8vW3}*1PZ{SJ!yL5o~NS zsi)SZ8Mcuj)m2qQHQ=hK4t3x0M|0W~d6%s)o4OYf5po_=M9@fwC6)H^jP(kyZtL_BlKXy>lwMt{)!08cdUXh;inM( zY3hW`uXW|S;lm$3Dhjx>&olC8LUQiFVV|@Yn)6bux3VlG-YKz8q13B;)<{qWkGA z4^Mj# zp-ucH+u?00>n=OHIk>6o$mju^H1ofESQaW}mTbg2K)Xaq7jtLIKwD{uIXO^u{%fU- z4*2I{AsgS2tknMOFSiU_k&n2A1<}ZLVS^5y_8@kADwTlO6OmfdmSC_?%Q>D`5bT zjZ{;3X^2G71^6iYhm9{%Yf_-~-;nG?V$^21pBVmTMvSYJhKvrN{JsRgkC=VgDjrx+ ztnO2b?nCu~q|q{k8U;9u%L;~i{ralT2!#{<)?iasoV%H(nd*KeXL~WtnH>2yVBx=3 zANbFKrczY|trL`}IY;$UqqBfav9U9*rKF|R;qg{kxbO#b?4K1~Sz~Fbi(HwQ5TQ(^ z1;UAMS?4DJpLz7=#vK@O7;m_q!dQ;s4kDh4pe<=G39{*#= z=txI!eJWxJB9lI7Q$2O@wZ`{4}-4;~C2 zygzUE$A6_0WlRzWn&Nz?)4{}`7tPW_T|{&218huLQM1z$ zf#JM_`;gT0tN$|Ra^WnIUCoT{9O3L>$uj5vbc(?Oa_10@SQ>dXjKk$?t!Oc#Mtuo3TRr!Ln1UTY|sv^w~ z9(vI5j#j+s(#0ZXPxj4jCZRv`K~D7Te2QmQt3fW@Od_chuN0ZDk6^}=Bqb%a-SkUK z$kMEODWo&&hUA={OTiq^R l^Z%Yu+0cIT|Nb;(vvfAy!owl)a}p3GJGSiHoM-11^IxeT8_fU! 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 0a88e309b..2f9700c96 100644 --- a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -31,7 +31,7 @@ In this tutorial, you will write a simple vector addition using Triton and learn Compute Kernel -------------------------- -.. GENERATED FROM PYTHON SOURCE LINES 14-50 +.. GENERATED FROM PYTHON SOURCE LINES 14-53 .. code-block:: default @@ -48,9 +48,11 @@ Compute Kernel y_ptr, # *Pointer* to second input vector output_ptr, # *Pointer* to output vector n_elements, # Size of the vector + time_start_ptr, time_end_ptr, BLOCK_SIZE: tl.constexpr, # Number of elements each program should process # NOTE: `constexpr` so it can be used as a shape value ): + tl.atomic_min(time_start_ptr, tl.clock()) # There are multiple 'program's processing different data. We identify which program # we are here pid = tl.program_id(axis=0) # We use a 1D launch grid so axis is 0 @@ -69,6 +71,7 @@ Compute Kernel output = x + y # Write x + y back to DRAM tl.store(output_ptr + offsets, output, mask=mask) + tl.atomic_max(time_end_ptr, tl.clock()) @@ -78,18 +81,20 @@ Compute Kernel -.. GENERATED FROM PYTHON SOURCE LINES 51-53 +.. GENERATED FROM PYTHON SOURCE LINES 54-56 Let's also declare a helper function to (1) allocate the `z` tensor and (2) enqueue the above kernel with appropriate grid/block sizes. -.. GENERATED FROM PYTHON SOURCE LINES 53-74 +.. GENERATED FROM PYTHON SOURCE LINES 56-79 .. code-block:: default def add(x: torch.Tensor, y: torch.Tensor): + time_start = torch.zeros(1, dtype=torch.int64, device='cuda') + time_end = torch.zeros(1, dtype=torch.int64, device='cuda') # We need to preallocate the output output = torch.empty_like(x) assert x.is_cuda and y.is_cuda and output.is_cuda @@ -102,7 +107,7 @@ and (2) enqueue the above kernel with appropriate grid/block sizes. # - each torch.tensor object is implicitly converted into a pointer to its first element. # - `triton.jit`'ed functions can be index with a launch grid to obtain a callable GPU kernel # - don't forget to pass meta-parameters as keywords arguments - add_kernel[grid](x, y, output, n_elements, BLOCK_SIZE=1024) + add_kernel[grid](x, y, output, n_elements, time_start, time_end, BLOCK_SIZE=1024) # We return a handle to z but, since `torch.cuda.synchronize()` hasn't been called, the kernel is still # running asynchronously at this point. return output @@ -115,11 +120,11 @@ and (2) enqueue the above kernel with appropriate grid/block sizes. -.. GENERATED FROM PYTHON SOURCE LINES 75-76 +.. GENERATED FROM PYTHON SOURCE LINES 80-81 We can now use the above function to compute the element-wise sum of two `torch.tensor` objects and test its correctness: -.. GENERATED FROM PYTHON SOURCE LINES 76-90 +.. GENERATED FROM PYTHON SOURCE LINES 81-95 .. code-block:: default @@ -154,11 +159,11 @@ We can now use the above function to compute the element-wise sum of two `torch. -.. GENERATED FROM PYTHON SOURCE LINES 91-92 +.. GENERATED FROM PYTHON SOURCE LINES 96-97 Seems like we're good to go! -.. GENERATED FROM PYTHON SOURCE LINES 94-99 +.. GENERATED FROM PYTHON SOURCE LINES 99-104 Benchmark ----------- @@ -166,7 +171,7 @@ We can now benchmark our custom op on vectors of increasing sizes to get a sense To make things easier, Triton has a set of built-in utilities that allow us to concisely plot the performance of your custom ops for different problem sizes. -.. GENERATED FROM PYTHON SOURCE LINES 99-128 +.. GENERATED FROM PYTHON SOURCE LINES 104-133 .. code-block:: default @@ -206,12 +211,12 @@ for different problem sizes. -.. GENERATED FROM PYTHON SOURCE LINES 129-131 +.. GENERATED FROM PYTHON SOURCE LINES 134-136 We can now run the decorated function above. Pass `print_data=True` to see the performance number, `show_plots=True` to plot them, and/or `save_path='/path/to/results/' to save them to disk along with raw CSV data -.. GENERATED FROM PYTHON SOURCE LINES 131-132 +.. GENERATED FROM PYTHON SOURCE LINES 136-137 .. code-block:: default @@ -232,22 +237,22 @@ 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 - 2 16384.0 38.400001 38.400001 - 3 32768.0 76.800002 76.800002 - 4 65536.0 127.999995 127.999995 - 5 131072.0 219.428568 219.428568 - 6 262144.0 341.333321 341.333321 - 7 524288.0 472.615390 472.615390 - 8 1048576.0 614.400016 614.400016 - 9 2097152.0 722.823517 722.823517 - 10 4194304.0 780.190482 780.190482 - 11 8388608.0 812.429770 812.429770 - 12 16777216.0 833.084721 833.084721 - 13 33554432.0 842.004273 843.811163 - 14 67108864.0 847.448255 848.362445 - 15 134217728.0 849.737435 850.656574 + 0 4096.0 4.800000 9.600000 + 1 8192.0 8.727273 19.200000 + 2 16384.0 17.454545 38.400001 + 3 32768.0 38.400001 76.800002 + 4 65536.0 69.818181 127.999995 + 5 131072.0 139.636363 219.428568 + 6 262144.0 219.428568 341.333321 + 7 524288.0 341.333321 472.615390 + 8 1048576.0 472.615390 614.400016 + 9 2097152.0 614.400016 702.171410 + 10 4194304.0 712.347810 780.190482 + 11 8388608.0 774.047204 812.429770 + 12 16777216.0 809.086412 833.084721 + 13 33554432.0 829.569620 842.004273 + 14 67108864.0 840.205105 848.362445 + 15 134217728.0 845.625825 850.656574 @@ -255,7 +260,7 @@ 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 42.600 seconds) + **Total running time of the script:** ( 1 minutes 42.917 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 9326cf35a..d9160d19b 100644 --- a/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -278,17 +278,17 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t softmax-performance: N Triton Torch (native) Torch (jit) - 0 256.0 512.000001 546.133347 186.181817 - 1 384.0 614.400016 585.142862 153.600004 - 2 512.0 655.360017 606.814814 154.566038 - 3 640.0 706.206879 640.000002 158.759699 - 4 768.0 722.823517 664.216187 162.754967 + 0 256.0 512.000001 546.133347 190.511628 + 1 384.0 585.142862 585.142862 151.703707 + 2 512.0 655.360017 585.142849 154.566038 + 3 640.0 682.666684 640.000002 160.000000 + 4 768.0 722.823517 646.736871 163.839992 .. ... ... ... ... - 93 12160.0 814.058574 406.179533 198.834951 - 94 12288.0 814.111783 415.661740 199.096718 - 95 12416.0 814.163950 412.149375 198.655991 - 96 12544.0 814.214963 412.971190 198.913776 - 97 12672.0 814.265046 411.679167 198.971549 + 93 12160.0 814.058574 405.755985 198.834951 + 94 12288.0 814.111783 415.222812 199.197579 + 95 12416.0 814.163950 412.149375 198.854847 + 96 12544.0 814.214963 412.971190 199.012395 + 97 12672.0 814.265046 412.097543 199.167004 [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 19.345 seconds) + **Total running time of the script:** ( 3 minutes 27.571 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 020e790a7..bf8b14884 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -459,36 +459,36 @@ 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 ... 3.276800 2.978909 - 1 384.0 7.372800 ... 8.507077 7.899428 - 2 512.0 14.563555 ... 16.384000 16.384000 + 1 384.0 7.372800 ... 7.899428 8.507077 + 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 ... 52.428801 52.428801 - 7 1152.0 45.242181 ... 46.656000 46.656000 - 8 1280.0 51.200001 ... 56.888887 56.888887 - 9 1408.0 64.138541 ... 67.305878 66.485074 - 10 1536.0 80.430545 ... 79.526831 78.643199 - 11 1664.0 62.929456 ... 62.492442 61.636381 - 12 1792.0 72.512412 ... 72.512412 72.047592 - 13 1920.0 69.467336 ... 70.172588 69.818184 - 14 2048.0 73.262953 ... 76.608294 76.608294 - 15 2176.0 83.500614 ... 85.998493 85.632545 - 16 2304.0 68.643310 ... 77.057651 76.319081 - 17 2432.0 71.305746 ... 85.393507 85.134737 - 18 2560.0 78.019048 ... 80.709358 81.108913 - 19 2688.0 83.004501 ... 89.464755 89.254248 - 20 2816.0 80.767055 ... 83.552120 82.602666 - 21 2944.0 81.298583 ... 82.237674 81.967162 - 22 3072.0 81.707223 ... 88.473602 87.516392 - 23 3200.0 84.377059 ... 94.955488 94.674553 - 24 3328.0 83.034941 ... 84.695641 83.905938 - 25 3456.0 81.108217 ... 85.133652 81.029251 - 26 3584.0 86.623693 ... 98.483450 98.160909 - 27 3712.0 81.682211 ... 88.404730 84.017953 - 28 3840.0 82.592983 ... 92.006659 85.169042 - 29 3968.0 90.791620 ... 86.236000 90.522206 - 30 4096.0 86.369197 ... 85.001726 91.304576 + 4 768.0 32.768000 ... 35.389441 34.028308 + 5 896.0 37.971025 ... 40.140799 39.025776 + 6 1024.0 49.932191 ... 53.773130 53.773130 + 7 1152.0 45.242181 ... 48.161033 47.396572 + 8 1280.0 51.200001 ... 57.690139 57.690139 + 9 1408.0 64.138541 ... 69.009825 67.305878 + 10 1536.0 79.526831 ... 80.430545 79.526831 + 11 1664.0 63.372618 ... 63.372618 62.929456 + 12 1792.0 72.983276 ... 63.142831 63.142831 + 13 1920.0 69.120002 ... 71.626943 70.892307 + 14 2048.0 73.584279 ... 78.033565 77.672296 + 15 2176.0 83.500614 ... 87.115360 86.739860 + 16 2304.0 68.446623 ... 77.810656 77.307030 + 17 2432.0 71.125224 ... 75.522751 75.320281 + 18 2560.0 77.833728 ... 81.715711 81.512437 + 19 2688.0 83.737433 ... 90.966561 90.532356 + 20 2816.0 79.443003 ... 82.916747 84.035084 + 21 2944.0 81.832567 ... 83.198715 82.102191 + 22 3072.0 81.121923 ... 88.197981 87.381335 + 23 3200.0 83.116885 ... 96.385543 96.096095 + 24 3328.0 82.939284 ... 84.895397 85.096096 + 25 3456.0 77.745004 ... 86.596744 84.332184 + 26 3584.0 86.540320 ... 91.380335 97.416461 + 27 3712.0 85.748791 ... 88.404730 86.341700 + 28 3840.0 84.874902 ... 93.247896 85.300426 + 29 3968.0 92.372393 ... 80.015697 78.220472 + 30 4096.0 93.990003 ... 93.206754 86.036145 [31 rows x 5 columns] @@ -498,7 +498,7 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 6 minutes 0.645 seconds) + **Total running time of the script:** ( 6 minutes 48.521 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py: diff --git a/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt b/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt index da96d2c09..4dd4cf9de 100644 --- a/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt +++ b/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt @@ -240,7 +240,7 @@ References .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.482 seconds) + **Total running time of the script:** ( 0 minutes 0.327 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 58bd93a57..b230a1826 100644 --- a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -38,36 +38,36 @@ Layer Normalization layer-norm-backward: N Triton Torch Apex - 0 1024.0 311.088617 98.303995 303.407414 - 1 1536.0 347.773587 134.050910 341.333333 - 2 2048.0 420.102553 161.684218 325.509933 - 3 2560.0 455.111129 181.238943 326.808501 - 4 3072.0 511.999982 191.999993 317.793096 - 5 3584.0 547.872604 207.768111 310.527060 - 6 4096.0 564.965515 219.919464 295.207204 - 7 4608.0 504.986315 232.825259 291.799469 - 8 5120.0 527.381977 242.845844 288.450695 - 9 5632.0 542.843364 243.107920 288.820505 - 10 6144.0 546.133354 248.661056 286.879370 - 11 6656.0 532.479975 256.000009 285.767438 - 12 7168.0 505.976473 260.654538 286.242939 - 13 7680.0 481.253256 262.190612 278.429013 - 14 8192.0 463.698115 267.130429 284.939124 - 15 8704.0 417.791980 267.815384 284.987724 - 16 9216.0 432.845409 272.394084 288.751954 - 17 9728.0 439.683593 280.278512 289.667485 - 18 10240.0 448.467168 286.433562 290.153487 - 19 10752.0 425.821771 247.172406 290.922209 - 20 11264.0 427.071098 245.760001 286.676558 - 21 11776.0 423.724129 249.667843 288.981596 - 22 12288.0 419.504980 254.673582 294.323369 - 23 12800.0 413.458944 253.674644 288.180121 - 24 13312.0 412.242569 252.859526 289.916513 - 25 13824.0 405.594132 257.190689 292.056329 - 26 14336.0 394.568805 254.297107 286.719986 - 27 14848.0 386.498925 257.665934 289.246765 - 28 15360.0 373.117425 257.970599 286.211174 - 29 15872.0 371.274849 261.806182 289.899545 + 0 1024.0 356.173905 99.497980 315.076934 + 1 1536.0 405.098894 134.050910 344.523365 + 2 2048.0 486.653476 159.067963 321.254900 + 3 2560.0 458.507457 182.314537 326.808501 + 4 3072.0 515.580429 191.501303 319.168834 + 5 3584.0 551.384634 207.768111 307.199992 + 6 4096.0 568.231237 220.907859 293.444785 + 7 4608.0 502.690905 232.336141 290.267724 + 8 5120.0 527.381977 243.326731 287.102804 + 9 5632.0 540.671974 244.426754 291.310338 + 10 6144.0 548.163546 251.202731 288.000001 + 11 6656.0 532.479975 255.590406 286.279570 + 12 7168.0 510.480705 253.734520 277.919225 + 13 7680.0 487.619051 266.743841 284.884090 + 14 8192.0 468.114289 258.694729 278.481578 + 15 8704.0 415.300208 267.472468 284.987724 + 16 9216.0 429.483477 272.394084 290.077383 + 17 9728.0 438.033784 280.278512 288.950501 + 18 10240.0 443.610086 287.102804 290.153487 + 19 10752.0 426.525614 246.699797 290.267711 + 20 11264.0 427.071098 245.536784 286.069848 + 21 11776.0 418.702211 249.447482 288.981596 + 22 12288.0 414.784810 254.673582 294.323369 + 23 12800.0 410.146863 254.094291 288.180121 + 24 13312.0 409.599999 252.161013 289.129403 + 25 13824.0 404.112047 257.190689 291.799461 + 26 14336.0 395.930964 256.000002 289.129416 + 27 14848.0 385.662341 257.479779 288.777966 + 28 15360.0 380.433442 258.332158 286.656296 + 29 15872.0 372.363640 261.806182 290.562936 @@ -339,7 +339,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 2 minutes 12.550 seconds) + **Total running time of the script:** ( 2 minutes 14.583 seconds) .. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py: diff --git a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt index f0856eb7b..8975bcca2 100644 --- a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,16 +5,16 @@ Computation times ================= -**13:15.622** total execution time for **getting-started_tutorials** files: +**14:13.919** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:00.645 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:48.521 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:19.345 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:27.571 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.550 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:14.583 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:42.600 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:42.917 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.482 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.327 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index f17f0ceb1..a778e7110 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -214,9 +214,11 @@ to download the full example code

      y_ptr, # *Pointer* to second input vector output_ptr, # *Pointer* to output vector n_elements, # Size of the vector + time_start_ptr, time_end_ptr, BLOCK_SIZE: tl.constexpr, # Number of elements each program should process # NOTE: `constexpr` so it can be used as a shape value ): + tl.atomic_min(time_start_ptr, tl.clock()) # There are multiple 'program's processing different data. We identify which program # we are here pid = tl.program_id(axis=0) # We use a 1D launch grid so axis is 0 @@ -235,11 +237,14 @@ to download the full example code

      output = x + y # Write x + y back to DRAM tl.store(output_ptr + offsets, output, mask=mask) + tl.atomic_max(time_end_ptr, tl.clock())

      Let’s also declare a helper function to (1) allocate the z tensor and (2) enqueue the above kernel with appropriate grid/block sizes.

      -

      Total running time of the script: ( 2 minutes 12.550 seconds)

      +

      Total running time of the script: ( 2 minutes 14.583 seconds)

      def add(x: torch.Tensor, y: torch.Tensor):
      +    time_start = torch.zeros(1, dtype=torch.int64, device='cuda')
      +    time_end = torch.zeros(1, dtype=torch.int64, device='cuda')
           # We need to preallocate the output
           output = torch.empty_like(x)
           assert x.is_cuda and y.is_cuda and output.is_cuda
      @@ -252,7 +257,7 @@ and (2) enqueue the above kernel with appropriate grid/block sizes.

      # - each torch.tensor object is implicitly converted into a pointer to its first element. # - `triton.jit`'ed functions can be index with a launch grid to obtain a callable GPU kernel # - don't forget to pass meta-parameters as keywords arguments - add_kernel[grid](x, y, output, n_elements, BLOCK_SIZE=1024) + add_kernel[grid](x, y, output, n_elements, time_start, time_end, BLOCK_SIZE=1024) # We return a handle to z but, since `torch.cuda.synchronize()` hasn't been called, the kernel is still # running asynchronously at this point. return output @@ -322,25 +327,25 @@ for different problem sizes.

      Out:

      vector-add-performance:
                  size      Triton       Torch
      -0        4096.0    9.600000    9.600000
      -1        8192.0   19.200000   19.200000
      -2       16384.0   38.400001   38.400001
      -3       32768.0   76.800002   76.800002
      -4       65536.0  127.999995  127.999995
      -5      131072.0  219.428568  219.428568
      -6      262144.0  341.333321  341.333321
      -7      524288.0  472.615390  472.615390
      -8     1048576.0  614.400016  614.400016
      -9     2097152.0  722.823517  722.823517
      -10    4194304.0  780.190482  780.190482
      -11    8388608.0  812.429770  812.429770
      -12   16777216.0  833.084721  833.084721
      -13   33554432.0  842.004273  843.811163
      -14   67108864.0  847.448255  848.362445
      -15  134217728.0  849.737435  850.656574
      +0        4096.0    4.800000    9.600000
      +1        8192.0    8.727273   19.200000
      +2       16384.0   17.454545   38.400001
      +3       32768.0   38.400001   76.800002
      +4       65536.0   69.818181  127.999995
      +5      131072.0  139.636363  219.428568
      +6      262144.0  219.428568  341.333321
      +7      524288.0  341.333321  472.615390
      +8     1048576.0  472.615390  614.400016
      +9     2097152.0  614.400016  702.171410
      +10    4194304.0  712.347810  780.190482
      +11    8388608.0  774.047204  812.429770
      +12   16777216.0  809.086412  833.084721
      +13   33554432.0  829.569620  842.004273
      +14   67108864.0  840.205105  848.362445
      +15  134217728.0  845.625825  850.656574
       
      -

      Total running time of the script: ( 1 minutes 42.600 seconds)

      +

      Total running time of the script: ( 1 minutes 42.917 seconds)