From c9eba0bba76688012470f1a7c8fd36ce4d1b189e Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Tue, 22 Feb 2022 00:40:26 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- master/.buildinfo | 2 +- master/.doctrees/environment.pickle | Bin 96603 -> 96603 bytes .../getting-started/installation.doctree | Bin 5899 -> 5899 bytes .../tutorials/01-vector-add.doctree | Bin 27862 -> 27862 bytes .../tutorials/02-fused-softmax.doctree | Bin 34027 -> 34027 bytes .../03-matrix-multiplication.doctree | Bin 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 -> 6793 bytes .../generated/triton.language.cos.doctree | Bin 5106 -> 5106 bytes .../generated/triton.language.dot.doctree | Bin 7532 -> 7532 bytes .../generated/triton.language.exp.doctree | Bin 5121 -> 5121 bytes .../generated/triton.language.load.doctree | Bin 12187 -> 12187 bytes .../generated/triton.language.log.doctree | Bin 5139 -> 5139 bytes .../generated/triton.language.max.doctree | Bin 5894 -> 5894 bytes .../generated/triton.language.maximum.doctree | Bin 6382 -> 6382 bytes .../generated/triton.language.min.doctree | Bin 5894 -> 5894 bytes .../generated/triton.language.minimum.doctree | Bin 6382 -> 6382 bytes .../triton.language.multiple_of.doctree | Bin 4752 -> 4752 bytes .../triton.language.num_programs.doctree | Bin 5533 -> 5533 bytes .../triton.language.program_id.doctree | Bin 5501 -> 5501 bytes .../generated/triton.language.rand.doctree | Bin 7371 -> 7371 bytes .../generated/triton.language.randint.doctree | Bin 8016 -> 8016 bytes .../triton.language.randint4x.doctree | Bin 7601 -> 7601 bytes .../generated/triton.language.randn.doctree | Bin 7413 -> 7413 bytes .../generated/triton.language.ravel.doctree | Bin 5117 -> 5117 bytes .../generated/triton.language.reshape.doctree | Bin 6151 -> 6151 bytes .../generated/triton.language.sigmoid.doctree | Bin 5138 -> 5138 bytes .../generated/triton.language.sin.doctree | Bin 5100 -> 5100 bytes .../generated/triton.language.softmax.doctree | Bin 5665 -> 5665 bytes .../generated/triton.language.sqrt.doctree | Bin 5133 -> 5133 bytes .../generated/triton.language.store.doctree | Bin 9802 -> 9802 bytes .../generated/triton.language.sum.doctree | Bin 5882 -> 5882 bytes .../generated/triton.language.where.doctree | Bin 9860 -> 9860 bytes .../generated/triton.language.zeros.doctree | Bin 6805 -> 6805 bytes .../triton.testing.Benchmark.doctree | Bin 28729 -> 28729 bytes .../generated/triton.testing.do_bench.doctree | Bin 11700 -> 11700 bytes .../triton.testing.perf_report.doctree | Bin 5731 -> 5731 bytes master/.doctrees/python-api/triton.doctree | Bin 7801 -> 7801 bytes .../python-api/triton.language.doctree | Bin 61816 -> 61816 bytes .../python-api/triton.testing.doctree | Bin 6830 -> 6830 bytes .../tutorials_jupyter.zip | Bin 55184 -> 55184 bytes .../tutorials_python.zip | Bin 45202 -> 45202 bytes master/_images/sphx_glr_01-vector-add_001.png | Bin 25768 -> 24970 bytes .../_images/sphx_glr_01-vector-add_thumb.png | Bin 16164 -> 15945 bytes .../_images/sphx_glr_02-fused-softmax_001.png | Bin 37868 -> 37651 bytes .../sphx_glr_02-fused-softmax_thumb.png | Bin 24078 -> 23955 bytes .../sphx_glr_03-matrix-multiplication_001.png | Bin 59176 -> 59332 bytes ...phx_glr_03-matrix-multiplication_thumb.png | Bin 34406 -> 34234 bytes master/_images/sphx_glr_05-layer-norm_001.png | Bin 32667 -> 32643 bytes .../_images/sphx_glr_05-layer-norm_thumb.png | Bin 20931 -> 20869 bytes .../tutorials/01-vector-add.rst.txt | 6 +- .../tutorials/02-fused-softmax.rst.txt | 8 +-- .../03-matrix-multiplication.rst.txt | 48 ++++++++-------- .../tutorials/04-low-memory-dropout.rst.txt | 2 +- .../tutorials/05-layer-norm.rst.txt | 54 +++++++++--------- .../tutorials/sg_execution_times.rst.txt | 12 ++-- .../tutorials/01-vector-add.html | 6 +- .../tutorials/02-fused-softmax.html | 8 +-- .../tutorials/03-matrix-multiplication.html | 48 ++++++++-------- .../tutorials/04-low-memory-dropout.html | 2 +- .../tutorials/05-layer-norm.html | 54 +++++++++--------- .../tutorials/sg_execution_times.html | 12 ++-- master/searchindex.js | 2 +- v1.1.2/.buildinfo | 2 +- v1.1.2/.doctrees/environment.pickle | Bin 96550 -> 96550 bytes .../getting-started/installation.doctree | Bin 5921 -> 5921 bytes .../tutorials/01-vector-add.doctree | Bin 27844 -> 27844 bytes .../tutorials/02-fused-softmax.doctree | Bin 34296 -> 34296 bytes .../03-matrix-multiplication.doctree | Bin 56178 -> 56178 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35818 -> 35818 bytes .../tutorials/05-layer-norm.doctree | Bin 32624 -> 32624 bytes .../getting-started/tutorials/index.doctree | Bin 15302 -> 15302 bytes .../tutorials/sg_execution_times.doctree | Bin 10002 -> 10002 bytes v1.1.2/.doctrees/index.doctree | Bin 9700 -> 9700 bytes .../chapter-1/introduction.doctree | Bin 33772 -> 33772 bytes .../chapter-2/related-work.doctree | Bin 62848 -> 62848 bytes .../generated/triton.Config.doctree | Bin 12318 -> 12318 bytes .../generated/triton.autotune.doctree | Bin 12222 -> 12222 bytes .../generated/triton.heuristics.doctree | Bin 6493 -> 6493 bytes .../python-api/generated/triton.jit.doctree | Bin 8169 -> 8169 bytes .../generated/triton.language.arange.doctree | Bin 6630 -> 6630 bytes .../triton.language.atomic_add.doctree | Bin 8598 -> 8598 bytes .../triton.language.atomic_cas.doctree | Bin 8361 -> 8361 bytes .../triton.language.atomic_max.doctree | Bin 8598 -> 8598 bytes .../triton.language.atomic_min.doctree | Bin 8598 -> 8598 bytes .../triton.language.atomic_xchg.doctree | Bin 8626 -> 8626 bytes .../triton.language.broadcast_to.doctree | Bin 6793 -> 6793 bytes .../generated/triton.language.cos.doctree | Bin 5106 -> 5106 bytes .../generated/triton.language.dot.doctree | Bin 6709 -> 6709 bytes .../generated/triton.language.exp.doctree | Bin 5121 -> 5121 bytes .../generated/triton.language.load.doctree | Bin 11776 -> 11776 bytes .../generated/triton.language.log.doctree | Bin 5139 -> 5139 bytes .../generated/triton.language.max.doctree | Bin 5894 -> 5894 bytes .../generated/triton.language.maximum.doctree | Bin 6372 -> 6372 bytes .../generated/triton.language.min.doctree | Bin 5894 -> 5894 bytes .../generated/triton.language.minimum.doctree | Bin 6372 -> 6372 bytes .../triton.language.multiple_of.doctree | Bin 4752 -> 4752 bytes .../triton.language.num_programs.doctree | Bin 5533 -> 5533 bytes .../triton.language.program_id.doctree | Bin 5501 -> 5501 bytes .../generated/triton.language.rand.doctree | Bin 6236 -> 6236 bytes .../generated/triton.language.randint.doctree | Bin 6875 -> 6875 bytes .../triton.language.randint4x.doctree | Bin 6460 -> 6460 bytes .../generated/triton.language.randn.doctree | Bin 6278 -> 6278 bytes .../generated/triton.language.ravel.doctree | Bin 5107 -> 5107 bytes .../generated/triton.language.reshape.doctree | Bin 6151 -> 6151 bytes .../generated/triton.language.sigmoid.doctree | Bin 5128 -> 5128 bytes .../generated/triton.language.sin.doctree | Bin 5100 -> 5100 bytes .../generated/triton.language.softmax.doctree | Bin 5128 -> 5128 bytes .../generated/triton.language.sqrt.doctree | Bin 5133 -> 5133 bytes .../generated/triton.language.store.doctree | Bin 9802 -> 9802 bytes .../generated/triton.language.sum.doctree | Bin 5882 -> 5882 bytes .../generated/triton.language.where.doctree | Bin 9860 -> 9860 bytes .../generated/triton.language.zeros.doctree | Bin 6805 -> 6805 bytes .../triton.testing.Benchmark.doctree | Bin 28729 -> 28729 bytes .../generated/triton.testing.do_bench.doctree | Bin 11700 -> 11700 bytes .../triton.testing.perf_report.doctree | Bin 5731 -> 5731 bytes v1.1.2/.doctrees/python-api/triton.doctree | Bin 7801 -> 7801 bytes .../python-api/triton.language.doctree | Bin 61816 -> 61816 bytes .../python-api/triton.testing.doctree | Bin 6830 -> 6830 bytes .../tutorials_jupyter.zip | Bin 55197 -> 55197 bytes .../tutorials_python.zip | Bin 45219 -> 45219 bytes v1.1.2/_images/sphx_glr_01-vector-add_001.png | Bin 25412 -> 25050 bytes .../_images/sphx_glr_01-vector-add_thumb.png | Bin 15964 -> 16051 bytes .../_images/sphx_glr_02-fused-softmax_001.png | Bin 38052 -> 38020 bytes .../sphx_glr_02-fused-softmax_thumb.png | Bin 24114 -> 24121 bytes .../sphx_glr_03-matrix-multiplication_001.png | Bin 57602 -> 58630 bytes ...phx_glr_03-matrix-multiplication_thumb.png | Bin 33805 -> 33800 bytes v1.1.2/_images/sphx_glr_05-layer-norm_001.png | Bin 32384 -> 32533 bytes .../_images/sphx_glr_05-layer-norm_thumb.png | Bin 20804 -> 20856 bytes .../tutorials/01-vector-add.rst.txt | 4 +- .../tutorials/02-fused-softmax.rst.txt | 12 ++-- .../03-matrix-multiplication.rst.txt | 48 ++++++++-------- .../tutorials/04-low-memory-dropout.rst.txt | 2 +- .../tutorials/05-layer-norm.rst.txt | 48 ++++++++-------- .../tutorials/sg_execution_times.rst.txt | 12 ++-- .../tutorials/01-vector-add.html | 4 +- .../tutorials/02-fused-softmax.html | 12 ++-- .../tutorials/03-matrix-multiplication.html | 48 ++++++++-------- .../tutorials/04-low-memory-dropout.html | 2 +- .../tutorials/05-layer-norm.html | 48 ++++++++-------- .../tutorials/sg_execution_times.html | 12 ++-- v1.1.2/searchindex.js | 2 +- 158 files changed, 260 insertions(+), 260 deletions(-) diff --git a/master/.buildinfo b/master/.buildinfo index d5d7a9342..e805456a5 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: 803119500a0a5b801d98e2d05bc29225 +config: 01fd3208581800c33b1bfbbe059acfe5 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/master/.doctrees/environment.pickle b/master/.doctrees/environment.pickle index 80d958ed3702be1af73234172d0a4cc46961af52..d91b5992a9d1c007f9c4f39ff83157325ede898b 100644 GIT binary patch delta 8994 zcma)Bd0dp`_V)k|42UdhDvGExE+`0svZ#Q=BKso4<^nRn2t2}oENW?SZJ*@U*rA@Z zOugD|Gxa)^c0ZN2O`G>-SzTMKtb5D4mZ`U!t=@B*wGG2|%-Q-)jR!jm;OXHWMA>MZ>pymAU=H5k-|8KR3%6w7rNb6$>1>Vb>1yriu;Dj>Q!q9lQa8NS)@0p)oq;uYB5(r!H=ug3`Q*T8yg?s4 zG!Tz3=_`i@=KudYcTNftQ8GInBC$S3FOM}s0Q$_GAw#U7lPAYRtWWGGg2=tp1xDaofsu#_?n%Uhzi*?Zn>HX0kHi`=w82ll z7Y#Ff+d3>57e7-r#=;D+$g*Ub!=_~ca&t1w@ataN)q@=g)9~)}2#i`Z2Dc_eX^Z0i z+FNZLkO!}UF*LiGvaAvOWLG-O#jKd=zD*rHw7gh(C=6zBKptB~=_$#OfM;T-eJWaJ8W34>C`Pj>-4X5i*yePiW)Cc zJZQwFUxn3!LMFW?Dm*CkRG!H7ps>ADgxQ0_zYi2?9yDs__hPXJjkew_iuyco{GRio z*@GtD+aXFlDDua9#R?CabV(;xdr;J!onny(O*XwNnmowx@M9vwgN$W;qHqxXWE73Q zeOFgM?O?K~^dzURNEVqMG{dh~)D5EjZ-|v1G&Al!v1|~X{8}vcpy*{OqQrw{Wn31P zLGSMoV#OzsP>?Q$P1!=5Iu2P%=e(gob#f15V;ye zs|U@?FBRp3=(rGB9yI^9OCps~pL+F@X5B54JjtXl%SEyWCEs?BsPUlGy*G(G4_dHu zsxW!b!dU^L!GjjXoe>K>C~N;0qQHZ)k3Q4eKcdOnX~mY*d614fQs*HoFyV>Rc)dft z_je7t#orBzW^ z#duBn6Hw}oj>X++Q8dFMtv0@pF%d-ujh=*M^}tYZ{JO5(`->pQ_3v zRVJ&l20NEbhdfo9sGNphEGZk!+jjjxzpkUJv&CW?XvyprX_%WE1ufW|`vtyJY{2%s zUKC9RTzTyToSa{Ue{MG5w*1W)Q)a-lf{hqjZorQUuE)G(2HaTKijL(5wC|xavuHWG zstj21Py)VJv<6*`2Gkvj!0U@Eab3Ov_Z^AAkdjJFSz*AhU!8z|DyhPrRs$Y*JrXCj z>g9E{5Qv4PIcTJY>)(vRcS@JzLIa*Iy9qzfBmDk&d|+u0o?WH+$KDCW zmE}$NPpVV;egytj-i?cCA*Js}OOkD7nUUw z(`Z$haT;pA#ObsV2kOI!`+D%>7OlGtXG3vvL%7Va5DgbD&%u&ft1J0?h!~5!Z#9J_+#(+B;!m;DmQPfF2e!pxUad;b+ z(<*m1+=78LfW0~lYZ`6%ha!XA=?exdvxaMm!Pv9}tJI>xac9#Sbd>T4VVWc<^Cz)T zX05{rHHR=cP7mQUcsS}-7vcA`^?fM4x~2ZFsDFw(J`TQ*hr> zJ^s?X0_&F=WKk%L#y_@{;>Yw5ue9{yH!BSC@*D9*CS zJShIl9&@1Z(^0|vC&Jld?h}*QW7-pQ*sJbicM-eHccOqj<~mWs9`l@7%^q`{=wXlf zP29*HbDMCm$Gj#UWREFL>|>AVO#GESrZVvwdrV{EefF5b#6NYzVumUH5*Inh+$Dzj zQ^C9?Mv~Xt@7L4O*gbIlz)aEN%xaqjIQ$o*b8GuTcEX&eZJRVlbe3q&>uY}iOgqwn zu|1u5<)ttTy>XQDg`PMd5RPYWp6WENqpA!7{}}1qy}k(K6+a+0*_=uTrcIt14o2s9 z*G2=R;0w-pXWqsda-F+3ZRW_vEpwbpZz$o&uDPM=k2jr!Z)XZ>WG_V)uti9=4 zxA)b}E8Skjtq!;M!)?QTw0c2zbhu+%wzO*=9_*XsobktO4ei-U9}fQ13ES~Bn4Pcfm=9!re=v>BqFoEfP`z0G zx#2vxdkx?#U)zX8y72LDj2N}og_l3ky03WX7X0v2qw}|i5`dgAT>S96u-G}~k+Cpz zkT_@Kqb*v6j~{!BD(rjw79UkVbN@SB|G)%Q1em$)beR!n zzGcSZ`;EBsEf;>fL5nkmo;%TqyEYNQy!`<#y-a;j?ASYvIR7Uj=ALxnggqQ%It{_S z@0#(KJw}}Ho(tt)uJ*ABk2%#Rg6H3N;rU-|9-3WrstMow)rc>ja^aRMwjp#IhK3K# z_gqJF-~OQsZ~CuoDD{rO^Bge6C);m<&t8Qd*f*w+;Fy0_QlZ~LMH)UIqSmF7qnK{-!$Wo7mWDUH!iII zh?hPKW6zl}^J63KJ?FxE|IW*vjlSQRapPM?=XKw0_ra(B!SlOH>h-wm6z%Cnm)sUW z%PPIJL0+$?mHhjX3t#@sMr?i^K77WA&;8)SNA9z^89fw7|7gZLwi$8Dk1pIuZ_Lrl z>#+JYBQE>Ng@5@EPj4C?`q_-zelTM6FD~5rxy{Y?tFikFBmVTO3xE2mj~G7`OMW-w zM`w-r%I_}O97wa+*${cpHP9qWg1~ssgW!^H>L{v-fiU?W`f}v~e=y25KH$QC?Nxir z`d}T#J*;*~rutE<(;=Qs43~Ywp+P!Bsnu{DwbH-Ia~{+StMKbLjq;>Fr8YUVhs9|U z4pyw&YLvV6lsR*eHpHzQs0}LhV?(kYU|I4Op~Ljui_Tz6Kz}QiTlb6f!JQ$gn~o)5xq&mckYTw&hP4KnTE1c+ z%QAxu|Ewm%`hpCL3o@)M$gr#+!42uXdtRTp+d?3R=eaWzH zC=6Djp%8leNA}1)CRjjk`6nir0*mj>gxU1+#$>`oSRnH=;SdzaUo#=8j|HSdID^!W zNA)Ni;~6?vgzFI3`%O1)5-7h39t?i+&o=&22X4zb+}ed2{a^+KO{A>;U=ik%Ge=%y^!BkbojR%C<3UE1-USt%-URth9Y@?E=(iy zLM}v+Ig?8tMYHtHqwC#fIXe%gQm`ZsBFVIA=8im7^RYZIP?f)Pm1cP%4<=9LBdK5C zWa;X$&P`2C9VmSDwt;@Vsi-KYWNvE8yaCZH6Z2K|s(jV>I?X(o4@T^0-yX|IPXrlowJwaY%0g zRJFuY_v)ag;yzlt*1Hx9G*#wS=JO5=Z5>o(s;DU8$;WGx=czdQ_0^?COLC}gs%Hii z%r=!*P>{Bim+7uKxUYl3AX7=!$kNL43eOyx|o3eQ1`3-dHlcC^Dt;`eL{PR>*)7$cELj zxCHWGk-WErj`=3}b_tY2hBTJKa=E?=g5{P{D1k=#AqAjP&MzaADII0766)l)Wl#t7 zn`kM0Da+(GHp}IgY)WKeIkmIM8_Qvvyl*LWG}BDuER<`_^ld~}Qs4~^-hZU5O35 z(i(OpHS9`h*wsCVUC9i)QWj}G(6LzI0>`F}7 zm6ot8DPdPi!mfmbUFitB+Q-{z8+WaQrBEs_u7vqyX4XOinH9AVr&E_kk@7+Eo+l zzE0gVNg(c(bsrhnlUaU1=)&ya}^e>-hf+ez}o?5c{6O~%aP&2hWSq~(o6}J8#1@JbK<=9=nEy zNN#|1ow}{+UT zVb|tEf31elXLh2ImZL7OwrcVCCW^Pp#Z8c;Qx{m8okmS*MC4+-TI{ zy47$BAYI-dAX?V9&?%H6kG6mVtg@^XcF>poT`SxLxm;nrjt|BDsd7;ZOqG#qAWz4~ zWB+^(804L6AV*%lb3 zzjZ)7I#E5at?f{$;}f|*SIdvL5oK4%G#iYYrS4mAC1G*vK>x_@uGV#y?jFlJ3vmUJ zyh_@&WVVEM>U*CJ#_KrVpRILv*+v|nE5~=xTyl9z3G!h9p%FCxQ#`)9ynUKH3OvJs zGNthLS3*uqs(G{zA3 zxf_bEH55(M=tSJFMFXg=O{-iaJ32{jsKIt?*+5Hgb8o9naXF3mU?+?puf}^=%j?&7 zw5=xbL-b8z=R_xr)zVM6)0Vb2E4OAXbnjXiKTkDwx;wYFS!~T6LuUH4mI!LI^z_)Q zU6fJ%7E{Y{s^zm z!$mX~leviCB7qA77Yn&a;UbcYv0RMiVmcS|<-A@lTav delta 9083 zcmb7Jd3=*q*5;OyHZ7$KV9QckNLUJlma>#W7t&I?FEni_&@FAcUD~v?DLZyRMFJTK zp5g_SO>l5wWQhXfr-CDs!GTc(Wc*k}#8Gq*MaB^q;5+BOA#J|j_s{pwJ?A;+?)QD) z=gG~bANpMSp^yD_-?$~ly6V`tsSvzv!lrLZ-Pn=E4)<{*%tpaPpU|Fx3Gk>-qh}!8 zHwdbH!@)Q~2N(UKRDBxFrrMV< z`G_+W%o_?Pje-4Rebvh1yKLj&nr=}K z4yW0PKEZTDs5E#=3mmCiE7+>++e5QsF zT=ap7I;f5w<=xa`G{Kxn6Txfz(10nrCgZZ&Hl4Ypt+`7Kk7KbIE`xL9qFDqSj2;Y? zr*6@Gfq2 zqpJ2rJlTzm-@VD}-N+O)g~z#3?f!+l(v9j?t>Gp&S{Qns*L0)P`8?H)nl^^=;!Za- z7aMt!8!f6`$LG3H+ZSK+1UG8`-~gZMMi#!D7r9YKL?xf)MoTwu<<)MqEOjJL??yi_ z;`-j54_CkZrCdJGom^3Pp3m+^_e?y`jaI(+D$jJIRWZ-=Io;?VNBK-QdbB)-m%CAC z_6K}QH~J)#7xeDc>Dv6?)!*X=cXD;_6rS6S_W1KeH(F!Z!t=Y)2^G(BqsP)qcu6<9 zc#m^8dZORgytEs=H;7ju>Qv5t?Se2~=1#8tZUoPEqbC==z#H6XUGFPAr5o*dicfbV z>+m{W(T#TB=XGwheiHDUZuGsAPb1VRAH5A*-r|Msq^-1`r@7JZd&TiaH`+LCFQ4y5 z_WoCRZ8zHcUp(H8HXR(#XSmVxPaoq8+-Tdu{0>`RQ*CQ4G{jG4M%WfV8TwC;h6@Qg zxEDXr-!7m1ja_4GDe`qnO!R>>GyLGv^e`_QzRUPd>Ba@ZlId}3yL>UQDjZMLV5PBM zwi&Wb!Hfzv#r67ysaltH*?An?o6+GzFALQ_6R#6vE%@;WO7w-0>EZBR!T<;!Hx!;p z2*PgZEmFG8WBIOGgu=H;5wI|^giVlcqf?@+j&JWxpwg?-6`dfWM2$ex+croykuqgfG^AX0U#8iG^DvvgVNsRXYS z9h)t^vJ@TgR2^K$$V^$IT*iIUbZ{7B28kx8=~$x7=F2imMo(b7#8h7xGix*}h2gU% zuqs)WQ3?N^sbdYY-U_{rO_$zF=+(&{a%4G8MxVmo(QrdY9q^C!)45&}P4!)%tXwK+>syP}cTQ&qDGfUuXt_HSdu7=lY zHISIK0%lce;8NBqc(XtQE3zBmc%cTYyCYy!&U|pzXrSoDSok<+A+#DapgJ@dR^=A6 zB+z3oe>^$}0`rRD2KMmvUx&a8c_lC&d)fbfI1Fu6i{<6a53=*qzz>I7aw-DO=Ff-0 zSsKVMSP0)N(7=^~$DpJE@r6O~{2U7$r5yUl&jvwRp$Yy_KMwYv4Tj$eEikHta#8S> z!325b8d$I(7^*J#LRrybsGF;SfU;mvUmOgP#dRa0aG4LZzEV5HI9HXJp=oE>KW&I#~Z}$0C;t7i1c4B zPlv)fT-TkEu+kVJc2*-J8Y`@pyg&dT@`V9!^kQd(n%nYkLV zqc_t)L2ZcSe9)R^!{-^)A_R7r7J?Sf|JdDNK@=|vd{|$sS^?kV_ER)W%|dW0A)uEL`tXFoO^_RUeluk{Onn=~RPhz)?>H{`?j zbUFVll1D7ftH`5|4mXoWZv|gT z9x*dtPad%{-$EXJNBAGeqfZ8Zojf99{%7)tg!vh7WKGGy{8I`N`|_LQ5%cn2$RpO} zzJ0JD#^sNYrzcNK9uX~%C67p!&m@lsmgkX2?tl zd;CrEi1YYK@`&&F1@egN_!p{P<9kV><3CW4NRIdN!GZ{m_d~D4=51-IY42LqHHK$6 zQk%vy5fQ+&j!n%oq!;YCVqWR;cx#@^dw^VgW5AwplYgrUSCm6~fi*#hHC{+NpJ--s$ zQf9-3VU9VED!_4|lQT#>+5* zvQFRiW+h_V(4;tizc(t*s;3?>vDFtzji#5F6$$>E3}TfUw_(jD4I?kuaro&DmzU7B z$mPAW*{paFaG7tWy`1!@BJ#kib#+MvD@q_1`{>>wl-c1@;|nhVMIq zA!tp1N8+DmG6W%xjc+z8j^A6$73Z0^TNNkln4g!dGx^4bBq%}A83uCu;;u%-06q4hkWdW@mHw!O6d2g7QVaSgaNnB zZl+E6!~{Rx*20NToN(eZvx{+?Ved69JbTdzoBw6*$+~^vyGsW6-AygjU3Nm$mokYA zTmyk$X(9GgC;W4dGH0S{7Yp}=C$AbHdapbLxPR3N2mg&v&fF1Dbj<);f7HUMYfkv? zSM2O_3w-<=9`N<2y}rB_gOWp)Pz!&(qZPZ<7~SvyH^wCs#CLwIa`SR*(B_Y+yPr~OlsMfN=XUX` zR-^`Cbnt3r1}+Ik01tK@bg#l1OGByx-s&I zc>tTj&TY9I%n7`uP7{am?FExT4^OD*ABUpnHvyEg&lvvRic2|j&k7pwk z&mPSdD_-a%HbC(brm_`^cQT&6>jnDvl_{dEX@Q8pX^(73WX~yA64~BT*<|;YvL?Ha z)HK;@DQFOpn#pET%Ag?~gN8&5wj%|DhU5!2Ank%V5-w=y+5inH7BnPR(2!O^LqY|O zp2!_7X%sXhP|%P%K||664e1gzBudbbB0)oH1Pw_MG^9h&kO)CT3Iq+w4>Y7b(2(#z zL#hJ}Ne(nsbR~h7)CL;*8IFcz1{%^BXh>k7A$5U3h?1j)+Igl2%JM+j9_WY*(azZUQ4jQs8{sk8`LAwBC^1wSP-&Rtfs#GY8V~fI z2Rh+_{^Eh0-KY}>^b6}bV73R!@j$sAD9;1sd!PajG{*yN>47@&)OtWWf7Szi>Vd9$ zpwB#zc2LhnjPyYD9;l%wD&UPhA?F_GH4o%9SQ&x@vYq$#K;940k$Y(@hp{-3mCi)ktuQub;^Z#8 z{Ncso80I_a18KMUBkX z|2ylGRhW(ONj-Y=#j1Jkx(^4{=XT=SmEM(@pT0P~IFojuXKVi)eNj;!O+H4MJWa)J zQ_s!MnVp7pB?-TT@d^w;O5_RB9WEOO5wNqm-#d!n@I9&}>Q zuKd#r^9=^Mk+D5S@HOa*@^OJZtNNv97N+QPaMn|M)byK`nU!rQD%4Nw**+k*I44J6 zP>lPnj+yAHFIMHSLwR&7U#?uoqe)f}{j5hs$BTw25Dk5W(GUfqp|2?#+E_HSC^U1$ zs$907B?#XG>G?0uxW}IHW$rw z(LNWeREXn*>cqfO>>)>(O0niN@kS};3We7^Rv?zrq$}s)k{iXIdB|Jy#oYPWrdI5m z&*ldbE8ynPw;Ig?F>nFPk@qTAsXVN5*VjqiVU>HnPHwqX?zmNMxK-}ARc^Oc?zZx$ zg;mN8t5h3SDK@N9Ygnb!uu7$2mDeFwDKo56WmtJ0ahg?%46D=_Rw*&8Qejx7z_3bv zVU_a2D%FKmiVLgM7FH=OtWsH6rLb5hb%j-4V_2oASSK}wRZ0r0R1{VzD6FU_^fWx_ z39FP7R;ebeQcPH-mas}GVUIkdc$91@kJImM{Hdp*mhQe~L7*oz-(JUxu z(JFa&6fSO;vjJjHIU9^m;<0l47p+L#EN9bH^6n@~T&rN?gN-Ir7e76uSFbV3MUqa2 z`{KWJ55wtVM+Hm3C-pKK6=^jduXMfL$nb8H{u7k{^W|4E9~Fr>o~YzoE7?euylm2o zkI<)kP=9=&Pgk-jDtY0Qsl@3=mx!st=JN6>S7|=a#DW9pzqp4pDHknO*m4RDQLMBK zGGNPdRZOpvw^8Lv6mLWQRq|5GD2z2YaEFlvs^r~Nt$XTPmAs;Abk8*yhUo$VT$@3{ zkvG$3jD%y~`H16>;6QQJEJ;Nol6O$Qqr|ad=Hu&XQ7R5pvl*;P+^lACDtU#qTHLP2 zKPvGrO@DmF%4%4=O5S2wm02CHVS)IvovFb^$(yWAN<7Ad@d`21#HOm~5#d{@ALZ}R zhoj|){U&TCFSd3mX}lZ_z&A3y7KfLYTQ4h1GuI-SH41wz@>Zkxh|=<&>vdY)Q1P$% z_>?5o;pUTC=VX};!)0`L{$TRh?2#z24=@!I0cPt8xr8HMz)bvQiUZd z`ZU@`h=c|F+rmWhR5nQbu#h!j*Og5y3(YHJlEsfr zELTOJUt6-+-^6s{Mg!}wUfacA9*VQ77n_<{v5LOSwsa*w$c)4tClbvpY%G1K`C610 zYrAay+S?iz8`~|$#YSWdqz3(lpIrW7mo zauzfg$A5#yrv>uE=waYb6sQr$Ti6hkB9~iOSSYao->3}X(^OlF1IHmZ2>(_#IE%P} zZ&s24IJ3qkV@(59nWpdt-{NY>+ZJMUl0qu{IVI|gb%V9UL~(y($Z9i5(r5gCC`~w7OJHG=t>)#nrf*vDWYc^B!%hRK$1DHVL%jTUMrvyU!fVS{D%&#rz=jeKFd zrOk*Ojk7wihz$vm`I9ow-=+qNzsv2mVIrxWg^K((<{$XHD?`tW z-8LLPnm$5oz=RJyBoru^F`_RX*G^ZxdU2|aO$vO;1&P$D!$=DYrN0HK>LFLoB&M~q zvFd$pxUik+)UUbWu68y>{YN*v+Ae>^4YpvLH(b$Tk!xWi)UUhYQVY`t9(6%lt=$$z ze+kmKM;?a78Elj?J{;Gtp(2usP%5ISm_bE26{Dz#qGB)=1E`or#S|)H#pDh)3E!=T z4mLx*)z!OE?CW4j>g_I=Ebb88=7!T3GrfAZ3)YLr7bD%*i*t*SW#YuhB`h1wq9ts$ f`W085N^yJ%OU3uadnucZKV!3(vUD`Cl%4z^wdP`@ diff --git a/master/.doctrees/getting-started/installation.doctree b/master/.doctrees/getting-started/installation.doctree index 334eb42cebf5d541d20878b03afb1f82d5837f95..036740ee443b65698deeb99537a4c6e1d79a1b9d 100644 GIT binary patch delta 21 ccmeCy>(<*4$jD((n3G(VoSCyZl5vwL08t_bZvX%Q delta 21 ccmeCy>(<*4$jD({o|u+oWNx-Ol5vwL08ESq#{d8T diff --git a/master/.doctrees/getting-started/tutorials/01-vector-add.doctree b/master/.doctrees/getting-started/tutorials/01-vector-add.doctree index 4a9ec8adc124e2684a4202f767fca5924aac5e06..2e3c9c872ae780e1021939d3f78eb493e503c691 100644 GIT binary patch delta 117 zcmcb1lkwV3#trt290r9s$z{ozIh)-X#e6x*vjc jTds_8vRv?5He(AtLqo&K7lV((nDauEq0G(4L--{C_EjO} diff --git a/master/.doctrees/getting-started/tutorials/02-fused-softmax.doctree b/master/.doctrees/getting-started/tutorials/02-fused-softmax.doctree index 6b752271f33259c94c6680e9a040ac2c82b02dee..435919f9cb3167042b992dc68420456d52708d84 100644 GIT binary patch delta 133 zcmaFe$@IFDX@fl@he2UZa#?a_&SrPU$T$uQJxgOVGXt~9(Md{dW@d)wCI*u)#22y| y7#bN{nojNfvM66azwGSD+JGny=(yC259ldBA6Zf4DUCI$ffpD3XK delta 133 zcmaFe$@IFDX@fl@hk1EoT9T2u*=Bdf$T$v5Jp*G4V>8pq(Md{dMn*;!hDMVw#22y| vf`IYlUrD~3rzGrWB%p5duOx9UHbYB2b4$y~;<@`_%saWtQ08XVyk}wns7NRf diff --git a/master/.doctrees/getting-started/tutorials/03-matrix-multiplication.doctree b/master/.doctrees/getting-started/tutorials/03-matrix-multiplication.doctree index e7ce97f1b57bdd7a24d8c5885fa95441ef84d9fb..dbfb96f21c299ae41d453284cd16ecf694d37719 100644 GIT binary patch delta 1981 zcmeHHF>6#o5avj7#Mg-+vB z(Rc@j1dZ6(h`r#y@CWGJyWIH_{Q(x4Yi{4p_xAg~{pNiiO#K*4O+TG^d2MIU-iO9LQey0OIiDcmlqH~}ad~hzS2Mi%#S?2L*Bs2A`SIpM%jG zHyV1~C>cMk5DcqCHP-F{L6VUilQ!#8<_6N}f!EBCu|jk%b_3(#!EAqV0yZr<2+&cm z7@eRLt6^g_+iR@(5F*f6v9MvH*Wuy{JTJL{Vd?yqh+m(*hl<=4UPrFpmL{@QU{t1EXmZ*86Lz34sbJ?<^8&20a( LvH$ba?Q_2YVqupq delta 1977 zcmeHIv1(O85GBNfz)evHgAq0s?SW4}UcULDYmZV9wUE2ISrO}lVm;K6|BITs+z18(o zBa@b5mQ-?SuWxk#tXast{q{bLXXl)`eX}(^UWhYs8+x4%$CR}=HzXmDbBZa1YEiWk zc{|rTH>sddE@rK5&y5=aUE9~&d7?&3Zd%%~F+C1e&9$A~=yXdY$tv2Ag}|i_&Qy(T zlF0XkL#ZdLnbGZG7)46vBu&4Nt65)YrV4+V%pp`IEhU_IvnmZDds3Xy|*K~;6j1owx+II<{?Y#4>oO$t|`hoc$` z{RTrHajHlS1yqZaqS`QSKsXKDvK%Xnvx95)5(VQRN8R!q#S3h07}kjJz^x0gE0Y_c zkptCP4AeukkXK?&oJiZRA3GQ$F?K%cs8dX?M%MHbQlP5e7oH;hdF*_uT~{1|>>g8z zMUn~beJIc(X{s45A|VE{{xP`fYB}Te5KHp61XT=ZX&3_`j?wI6@ytnJ<@_Glp`S6Z zuy82)Nl_?rL$os{P}xWS-5p?`S!~BwHIs8 T)*i3TERC)HtFHHRck#?G-zbx! 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 9f82b63a8e4c7e305bc06fc68427a8b9dd3b86f3..bca2778cc3f5d849c838d120390458ce087ec046 100644 GIT binary patch delta 45 xcmdlsooU;2rVaLt90r9s$z{ozIh)-XuV*t^7)@5lJq4oP(Vne6;#=9%Z}d~|g_`uuEVwZ1t!dV6$oc5|?D`{)Tk zsqPBa_kDPwN)gicRIOmm7z$-KGj+3ILUp z-@a{5$ELYPXumdhwlD=W9(Ii!#obe>wljS-Q)A_v8t*hVkajVhFG50>vnC!aoV3G~ z0myN{=Q6oyS|GK&oi1jnT`W5jE}Vm>0oG>vAR9Gp2ebWMC}`|FsHbTQRMO!+(6JKv vu|k0-OcOM)#>9ug-sqh delta 1368 zcmeHFJ8M)y6ebI<%Qe{-K~jX}S|uzpoO9;9rjk_Y1S^AJp@qa?Z(*V7(oYI|w-zBk zz#m|fMzFKB@F!S!=4x+em1*WOcfRMG&G~3^KKk@vYhtgTy?9QhSI1k|ckY2Df>_@7 zeeskbmm+;1dtxv~uD-KcgFr!uW5$$+)lmR?0`?T=Opp*rB-eL4k0;=X)r-~dJ4X&l z$UvdfhF~b#5TcxlieQLQpczRN5 zW65e^=jVKXHz)Ao10aOMQ1n*!7f+U~k~x5_Gju@0da+ooEt-VET1f>}Fn1L1h1sdm z$76B|EnutHi}g}fybTWtCn^@M>-JJ_H9D)u%cBDbmNq?cMKLL9)}hG=8&k(}d3yWl s<>{h+-afe*%$vddZ-d$YYcQ|g@9jPs0oRW&zqIYm*+Fa{HfMK#18-s+sQ>@~ diff --git a/master/.doctrees/getting-started/tutorials/index.doctree b/master/.doctrees/getting-started/tutorials/index.doctree index c07d74173466d0bce4291f74da9eb59da4583eae..dd1e03eccecea575373366d6ac90a7631cd0a9b5 100644 GIT binary patch delta 21 ccmaD?{jPe04I#b~8N_Gczr%$vMnYlP@y4OG5cmGT39MWa#&B z8X8*}g2gr)GUu{MnOd1z>KU0Dz~v2KBAa(`RI#b|XDwLlZ5n$vMnYlP@y4OG5cmGT39MWa#&B z8X8*}g2gr)GUu{MnOPYa>X{lD!{rTNBAa(`Rbk}G@G$V&WVNP;ca%Rrtx6E3Tdl|1F3zTfW%fx|DviU7@fhYiebk}G@G$V(3d16|Uk-6FAx6E3Tdl|1F3zTfW%fx|DviU7@fhYh@TND8R diff --git a/master/.doctrees/python-api/generated/triton.jit.doctree b/master/.doctrees/python-api/generated/triton.jit.doctree index ae50bcfbb6bdddb1ed244992d875dcd58c39bcef..8e00920255f728a3ea2d196c90962071549c0fa3 100644 GIT binary patch delta 57 vcmaE9|I&VgFC&LRVNP;ca%RqCe`c-C^^7MFBAfl0|Fa;=r*GcNp(73eamp0i delta 57 vcmaE9|I&VgFC&L}d16|Uk-6Dqe`c-C^^7MFBAfl0|Fa;=r*GcNp(73eJ@^vi diff --git a/master/.doctrees/python-api/generated/triton.language.arange.doctree b/master/.doctrees/python-api/generated/triton.language.arange.doctree index 9df678642f4ca40a53d93f1754ae994486e36bd8..96424501ae754fd64f1eece4e6a92947c5240182 100644 GIT binary patch delta 57 vcmaE6{LFYmDkFzMVNP;ca%RrtKu)dA(;5Gvh?Hy=WU*j{tJxgLIaL4vX^0dw delta 57 vcmaE6{LFYmDkFz^d16|Uk-6FAKu)dA(;5Gvh?Hy=WU*j{tJxgLIaL4vI93uo diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_add.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_add.doctree index 3ee37ce6f865ade2ff3ae67ff2220081f00a78c8..28711bff4194b52659288a463e039a1177c706dd 100644 GIT binary patch delta 57 ycmbQ{Jk5DSHzS8ZVNP;ca%Rrt2h3WV_cBT|!9_MdV1CR7=K!~kX>6r=zE delta 57 xcmZ4KxYBV$HzS96d16|Uk-6FATg+OU_cDqy!9_OTVrFH7^MLXdo8!5>!~il*6086K 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 6713693e6868ca8efd2b4488d8eb7bb7a15948e8..d97b18efefaabe691215cf4799a5c6b6b4710151 100644 GIT binary patch delta 57 ycmbQ{Jk5DSHzS8ZVNP;ca%Rrt2h3WV_cBT|!9_MdV1CR7=K5W}eRsSF?E*dpZvQTcH&h delta 57 vcmZqFXw=vc&&Xk3o|u+oWNtQj7Q5EwiHt8%L<%>5W}eRsSF?E*dpZvQDsK}Z diff --git a/master/.doctrees/python-api/generated/triton.language.load.doctree b/master/.doctrees/python-api/generated/triton.language.load.doctree index e5ec20f367dd9f403cd2749dc238639473478de6..c7b61d70a9a6de55184d4a1c5a44505f8187983c 100644 GIT binary patch delta 53 scmbOoKRbRyA|r=EVNP;ca%RrvOh$GDZ?Y###pVx8fe4Y!o-9Gy0RDCoY5)KL delta 53 scmbOoKRbRyA|r=+d16|Uk-6FCOh$GDZ?Y###pVx8fe4Y!o-9Gy0MFzQasU7T diff --git a/master/.doctrees/python-api/generated/triton.language.log.doctree b/master/.doctrees/python-api/generated/triton.language.log.doctree index e0f4cca38c8220bc1ec70d4ab82d023c75f7d02a..7e54f337564b154eebaa8d9420862f1e7d2393f4 100644 GIT binary patch delta 57 vcmbQNFjKnRz2KT+QY+?CCrJX+;%< delta 57 vcmbQNFjKnRz2KT+QY+?CCrJI1>|% diff --git a/master/.doctrees/python-api/generated/triton.language.max.doctree b/master/.doctrees/python-api/generated/triton.language.max.doctree index d3b746151d1e16ab19785ba3e77602806778a0bf..a3f048f9b4b8d44bee05942a01a2a3f2e2644586 100644 GIT binary patch delta 57 vcmZqEYt!2h&&Xj=n3G(VoS8GZhgoa$M8?kukwL^sQEUf>4+q2UzF delta 61 zcmaE7_|9-cIwOa9d16|Uk-6FCd`1-}IB#-3qt;|OPPfh6EDu>wL^sQEUf>4+W-k)d diff --git a/master/.doctrees/python-api/generated/triton.language.min.doctree b/master/.doctrees/python-api/generated/triton.language.min.doctree index 43a04664537fa9160f3ef40ffaa99184a187ce8c..96f3071efed750dcdc732b7666e50c18ad052e85 100644 GIT binary patch delta 57 vcmZqEYt!2h&&Xj=n3G(VoS8GZhgoa$M8?kukwL^sQEUf>4+q2UzF delta 61 zcmaE7_|9-cIwOa9d16|Uk-6FCd`1-}IB#-3qt;|OPPfh6EDu>wL^sQEUf>4+W-k)d 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 8cfa638cef97387f896c2139e69af733ff11d39d..d382768d598c7e7476a644b52a5a1f93df81d453 100644 GIT binary patch delta 56 ucmbQBIze?qA0vlBVNP;ca%RrtT})b&4={d$3vAxSvqX_cC%Y!9_NoWnRnz=KqX_cC%Y!9_NoWnRnz=K%pqJTB9s3xdu%?%*Cqe}y>1qa delta 61 zcmca$cfoE$IwOa9d16|Uk-6FCe8y-dIB#-3qt@m>%pqJTB9s3xdu%?%*Cqe}e;gE) diff --git a/master/.doctrees/python-api/generated/triton.language.randint4x.doctree b/master/.doctrees/python-api/generated/triton.language.randint4x.doctree index 7040e60d81939e6493a47e9d05768b4f25843465..808946294b167815639bf670c222d3f857f4393e 100644 GIT binary patch delta 57 wcmdmJz0rC@HY0~YVNP;ca%RrtL_V#}a~Um}kVQ&12eGho!9_MF@&)h%07PsPFaQ7m delta 57 wcmdmJz0rC@HY105d16|Uk-6FAL_V#}a~Um}kVQ&12eGho!9_MF@&)h%024Y9H~;_u diff --git a/master/.doctrees/python-api/generated/triton.language.randn.doctree b/master/.doctrees/python-api/generated/triton.language.randn.doctree index 99918011022cc1c5da8c56e9c10edbecf9167377..248332bce8002acdc383e3b8a5cda0e90c14855a 100644 GIT binary patch delta 61 zcmexr`PFhmG9!mUVNP;ca%RrvY{pw delta 61 zcmexr`PFhmG9!n1d16|Uk-6FCY{pmQYgw67a7no5*Cd(&^Y|c(S#{~ekfilSe delta 147 zcmdn_fN|#o#toT_9OmVTX-P)rW}6Ec8=2s|$%TwslXbQ2HYc$p2xE#GNw8t4_1e5e i%3T0O?Pgu=E>mQYgw67a7no5*Cd(&^Y|c(S#{~dnh%PYz diff --git a/master/.doctrees/python-api/generated/triton.testing.do_bench.doctree b/master/.doctrees/python-api/generated/triton.testing.do_bench.doctree index b750ef9ebbc21e56cb55f339d161b86ad200ceda..395d7033317dd9e7566d2e45af359fb341499aea 100644 GIT binary patch delta 57 wcmdlIy(M}>6C;N~VNP;ca%RrtT0yPNTNneFkVUdKm$Cfkfs1Ue6*QLt0C%7jAOHXW delta 57 wcmdlIy(M}>6C;Otd16|Uk-6FAT0yPNTNneFkVUdKm$Cfkfs1Ue6*QLt07h;TC;$Ke 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 0b99ece026dc80af7733ece5b62b1cfb08a715f7..d8d51abdda1ca6035bd03c21b6007a839b2ae3c7 100644 GIT binary patch delta 57 wcmaE?^H^s?HzS8ZVNP;ca%RqCK~AmBdl|WzkVSGg+p?Ttfs1SwTD6 diff --git a/master/.doctrees/python-api/triton.language.doctree b/master/.doctrees/python-api/triton.language.doctree index faaf1ad8ab3159f843faab9ccf4ee954af4d93d7..0fa88429608449183ad54403cf91d277f123cadb 100644 GIT binary patch delta 1353 zcmezIi227O<_+PD90r9s$z{ozIg<}E`EFjr$cqr!e2__j1zA3E@`Z4g&3^1`Oqikv zIgcQ80?mS`{ltBp6|Q#kML}z3IB)VrL692O%~hfkkj#ULR!HnYG7l!YNXnHBVZuQs zzsdWwgck=WA{h%2l-Rsa8ChYeneX?C7Y3 z;7ta}Uvy?f)8XKL0m*3~HFci0Xu33gkev@wlkLZc2)WITAG=?N@z7U>UIkz4@s^@ehZ%@dN=A-Mu3x+Y}{7SVHQ2e63#$-t&oE_*%}wc5GZ)cWSn z#G*E&a0eFAs$y*JomPsL95!z#--W7s^MT4cs3KthbJa*9h1bWfByc*I-6V|^Rv)|4 zH>6>k5Bga2T zzH&{ku zv&-f{ETSyiP{Z7Rv;2-JNaij)mjq6C+WWU6`E%j9^v(WYL3f4?_e1DGL|0 delta 1353 zcmezIi227O<_+PD9OmVTX-P)rW|I#x`EFjr$cqr!e2__j1zA3E@`Z4g&3^1`Oqikv zIgcQ80?mS`{ltBp6|Q#kML}z3IB)VrL692O%~hfkkj#ULR!HnYG7l!YNXnHBVZuQs zzsdWwgck=WA{h%2l-Rsa8ChYeneX?C7Y3 z;7ta}Uvy?f)8XKL0m*3~HFci0Xu33gkev@wlkLZc2)WITAG=?N@z7U>UIkz4@s^@ehZ%@dN=A-Mu3x+Y}{7SVHQ2e63#$-t&oE_*%}wc5GZ)cWSn z#G*E&a0eFAs$y*JomPsL95!z#--W7s^MT4cs3KthbJa*9h1bWfByc*I-6V|^Rv)|4 zH>6>k5Bga2T zzH&{ku zv&-f{ETSyiP{Z7Rv;2-JNaij)mjq6C+WWU6`E%j9^v(WYL3f4?_e1saxt@ diff --git a/master/.doctrees/python-api/triton.testing.doctree b/master/.doctrees/python-api/triton.testing.doctree index 7b1bc91c8f5e993c6cb92df3d7c263baad96960b..2803c678245239a6babd69f408493f17d90d9dfc 100644 GIT binary patch delta 128 zcmZ2yy3TY%C?khKVNP;ca%Rrt_v}8CS29*03nXmrWV*wQERwqU5}PPO)8_Z=;!LRW Z#a!ViA}O2Ac+Vnq0If;coX>C14FFapFh~FZ delta 128 zcmZ2yy3TY%C?kh?d16|Uk-6FA_v}8CS29*03nXmrWV*wQERwqU5}PPO)8_Z=;!LRW Z#a!ViA}O2Ac+Vnq0If;coX>C14FEQ@E3g0n diff --git a/master/_downloads/662999063954282841dc90b8945f85ce/tutorials_jupyter.zip b/master/_downloads/662999063954282841dc90b8945f85ce/tutorials_jupyter.zip index 91228e28fc8e2659f321f6497784db313dc8a89f..2918f463df58377ba2cdbd79d02fb7db01a530f0 100644 GIT binary patch delta 100 zcmbQRo_WH0X5IjAW)=|!5RhaJ+sHfFnHflLUhKRn^H;)J)d9<_V^&uDOAfPCk6i4y1B2%XK@D!pW}Jy#b>PA6x(c delta 100 zcmbQRo_WH0X5IjAW)=|!5Kv$a-N-xHnHflLUhKRn^H;)J)d9<_V^&uDOAfPCk6i4y1B2%XK@D!pW}Jy#cELABF$` diff --git a/master/_downloads/763344228ae6bc253ed1a6cf586aa30d/tutorials_python.zip b/master/_downloads/763344228ae6bc253ed1a6cf586aa30d/tutorials_python.zip index 814fb7a4abf282fd12b6d921422f5c0febec2ae6..668a5ed1b7d35ed3bb669b9544bc6a3fcfc4dc78 100644 GIT binary patch delta 100 zcmbRAkZICGCf)#VW)=|!5Qt<7+sGSb%`C|rwmHjMSQ5-=2>GDSyqz&@b8(GGDSe1I`@b8(G=wH1CTBOrMpAAQ@Xpm`>yTp zcklm>_uKpB{q!TU@;Gp=50C%5ef znnUK!KR0FvinDytgFZfb@_no2L(JCw2OjvkLFic1j;*cA(`N#Et?%l_c3z8#y%JN2 zq9%Q#ai*jh$J4nNX;q4>DHUJZdv)QqjC7N;i$P93xR>N?> z&jI^=G4LyjDjoKWhK2^$^a)H74u^jXLr#IN`}_*_1pFC|3*8s|mFA@sk_!0i(~f7b z5b)=F#Q*=z|6dr)AGO-|v}ftyb4-l1y807TKk9)MVE&Gm`yO@buU|*S#f1zKC0sQ< zfklex>r)UD6MtZn0PBR+oFwciqpXbWOpKHYbGw(8mgbv@5aWqwZ5)B_|Kq?%W@>7B zF4FE7g*=aQeoZxTVF%i{rd`p?y}!DO&y?PBF;uo7b~-GBiFOG_`}}%t$UL zBl9pdHT9+U?I$qof-1~Lk}W3m`r6CN+8RYqF7OEjg_4{cx_Jrzz)$etQf74DycY02 zU%yI#JAeK9729jRlV?S(UqBesE&1*pCqF;G^WLoRTT*x6XJlCS8#NXktM=W5z-%8= zP*AKp3M3R3awyQ_)wt|5tvDK$y+P6Y0{pcmb%s7q!87wsq)$1Rd7yN1%K!G;h>p6m z+3v;8Zm=*Sy^xZ0`s!S6(`Q*Lt*E-58-dAob!@vdeDE+xf7N(lB)xiXT9*O#wfy%CWS z5p9MX=WX@pi;tA}SDxHn&D}YU>A4p9+;|YMXf+ZVc>THBYv_;Twyr#z^>p7U8}l`= zE37l^#8ncxFdZ#0=nv5zfTKL?q(H7b$wn2Tc5K zsg2X3k4%C7Ycc|thGqzNnu51aDr@i6UcUWlS;?TR_Y%8F85_fEC5Ez-6LrDFzkdb! z%ep%g1m~B<8opskBMn5>>OX`lukSm&{YBtEoTa>0)J~BuAH&wt(z4%5XmB2_7|#<9 zJ_`HKQl8w4W>&!w;AWCzd6+j2??p({GAiaWrki*fBD<~hE6{E^OrA8 zU+Cn=>%9eIbRE%99$=XcWyrFs)dmG^Yo=#K6<2e0ZFW7&WBpm0|7~%T>oofN7lT() zvhVM6=L>9-ZvL`%R-IdK*>F+ab6Gs(v)uo?bSPlCFJO5rVA&Epr4l(d;MP)>cl##~ zHje%Tc9UIBfc&nsw3>v5=FMu=Zo{3AlHgA14O?hf*i#mku*=I!b5A@2&mHarC5D2A zTLBzV{KMm6Wv9~#i=z(O$j{%t-4jz#z)%*wc|lE0eY`mm%4yP8_;!#6M7SuwYfr7JuN<$OoA4vQV zoA)u!pz~iQA+jEG4w9D^NM%^}#YEAu?I%eIgZ8FWY2H|AF8W-b>WcdP@oitSEZbwC z86tS$K{BCM6}a=0Kew;bT*3}(O0IZ9=c{6{Cqv)ov^m6=In=7l4s+^=YAtcyBCXm% ztzc@Qr*RzvL}|S)#?2-&K_PVflS*E{gU7XKIbBd>(WDj^!{DC+4a@uud5Ael;*}V= zNGwm!4DJ|r{E$;9i7{ARpOxov#rIau?3$a@d7iC~Xc_>oZ6l8 zL8TTE)g<*ZNzI$vWIjFJ=F*l}Rb><3s-3bq*XGgkCR~3$_Ca$CC&=z-QTY)(GC@pA z+!8-56WNvGDNb1J8lI{X^SIg-jgF1yNlukzLBehjW1u{e%A3C#vR}^^L)rOG$4!3a z=bx5+_#uiA;hlA(^?QJAH;O6+&k&x_*`A+Jjwy6*XL7W5e0E~Wd%w2uhAgw}dUH=7 zg>Q&M!^}8u&p-UdVy|U}RAv-@vRpy#QxDgY0lMKZ;VuRLkubUz@gPpqxix%CB-Da2 z&xaPFT?PDPSZV3$zjAY1%uBd+R-FYpJ3FbFnIGkhkffjs^4x?;W|UQtO!w#<3Ln*L zH&&QEav0YT>p*%F|F`wAYNBi`v)?m&lA={pRa&)mvSjh(zRu%yTsgV4fXZx{rXB(o zYJwhWbMWuJu;`UR^4uSBPYBESn5|?A3q405g}Sm*^&j%j78YmT=Tt=atGm#q`aDF7 zcK$;1b)Ae-d9DXuZ6W!X+>*Y@iiYJyn2giYQI#C_WyW<`oiqp?z3ko!5DwrLI-6s^ za2rN0uUs2`Tvuh8dXpvF_jWsC;W$hndeG0~`C_bTTCRoywc<n%~VO6bR=QXL494W+u(4Gh4PEY#+m1QwcuoXZO=GLtpq*t2D2#!&Pq{qGpkIw=$e$S!5BVHK!G7+xY)z@(Og66hMdOWLY7U zl==D0X&@)h)~eD#>rFeN{wj|BjD>27k5aQo*%e>z+_Lpj#^yW20PiJVAGuJFTEwnG zv2e75+VHHfb@uDEE!n_K$V@vCQZr{;I`4LEic@ilw(@wvGyO-)VflV!}GBWxH1aMmYeO7KeHM;HI z)zw8L>LbJxk6AO*_gzz8_Wk>^27?HIGknJ$t*jL8O7rrHoFO$Qk+z1_d3OdQD0<5L zHICCPT2B;|Jp4v9ZBiWiq**-O=!e<(5_8Yhn-mw&5j0nWY-cc$!wy=ZvuUT=(@E>& zovE0;`m2a;_J)M@^|yAF3#c&j{-j&N?!4Q=N!v3OPRL;^K9!yX8D87nOY7 zWE^Bq!u$PXiEpZPT3}cGlk=98ms{dQ(Ge81r)i=b)TizQv->m!bB@GWCxV|cI-UlIMiC4EcfH**xHF!ub+0{WBZb_R z+j`VtSdkZGDP8_(cyD&D`r^1luXbzp3dhbo>i+WlEjN^Wz%c#9rzKGKcJJ;svYir< zK&bEb;iVty!C^PMQy>3Yp;0qxwd>w)Jg@hqGX>)M9V#Y?|A^H})moCt=HFk}Ck2R= zp6C4;#l>IDx}&*0cft6P6D1Z$>*bm&f zm26n)T<}Mq!P1-Orl@d3v zCKnt&M@79Gct6JT7ngr)04u%Rf0K9w9!nds&QIaF&1u(g<1*KO9VJa+)cJ+32kan= zB=5>vA-RIzJC1y0%PTAIn$Q?tkcuw&<7w5n z*p?I-B&%twtHVL2N-G_4o!pQ3`%3!amI4RoL$CQ1Lqe#`RXJ@z7$bW_OH+u&JLw&p z&6%^|ky^qN((V;J)B(fnHZo&+Zl>?R=Vm-LGw{p0VQvtPACSNv{H4ZldAidL+_w== zS?CYGrY_P8y0=7IsgP=B6ertHe3|XJAKp8R^3(E6$>CI>OG@idzq{ zIYwSS5hY(GZ^z6^?)}y7l2-larC&{4OAvg>#u6TPgUEnC9S0$k4|wBl{gqvQ&8`4Q zoMaRgSK_SmjaGYp)bm%&xR7#lbL)DajHs)tb9kLQh+J(yH^3J2bw66=H0ydI6+sp} z_|_Ck2v7d1G2~m6DEeSnG64oMnf9$xcv-pZ?R>=!;8D6`f? z#UkrqE~sq+39gssCB?tg+u-()5El=R|ETBruiw9o!DMw2Hzz*7b>Y`$()z@_wU@X@ z-ARAQ%N`lOt&Xc$W?|bEjLu;f{gnOi5nDxQQ=B+Jc-3vrbeuFeYC&(Lg3r}zFnkvg zyweUS-@kvK1{>oEKK@{qGNs7%ezUnIY_A{08wY_zp^N3O3LuF+KX+rR-4_>q%}R62 zaaWT!eO%B!ZgaclgMAc1k|6sw2q$t(!qS$}t|0zf#}n0b)fJ6ItyZ?bwr%dHz!u%-1@Hs{?uZS-$PDW@VfOm3 zz45v8NuZ3OX&x1!hNKbI0Bs5mDO~z5iO1KZ{I9|FPJY?H-q5H}} z5zcxTV~2JUexlCD{P20eAZ`7FgM|Zsl9NGN+_#sk(4EEmSGEa9{hja?*iM)4X{p`Fv`$$ zAKyG4&ctBg$=o=#0VIrconLjEz+&@~Y^WUVBnkQaZ^`8fhy+@8eLYr1^zP0!x9FBq ztMQFc*wm-#?g?71i;E|}t3L@aCE&xg)7J6lLMsdTW-2r@!c_sC6m@3_FnE~9f${I1 zIoRh{ZkT6bKU!YZr58@@>&=iFKcpT`l65rYiXND+vHl|CnFbs0a*lexHQ29_aUy&^ zYSE*6#87*x>M%)c>E88-+%q>+v69is%ql8Ze+xR#N#Y~+$Dd?c&5X~<$UVv zv~6v7Ue4hvVkz3%vKH>;EyI^PKynf0wXa{#BXrM5zvrjlxqSZvzEn+D0oPBlL=IJY z-$uSiJ^2CGP>9~0VIGQj1}p#a`Sas#7eNrvVg7-EIcu*U9e@*SbW~Mc-G9c8;VFEL zD7Z9((g~ga;OlHx)^eriP5rQA^Z(1z(=#wZ)jPMD90 z&MQYpE?@S0a^1yKJN3y$L8W0;lx!=R1?>yLoewncHIwccbp@F0zxebe3aO|_W#@Nh zd1^GJc~mrgu3D5erYcp{&8Y?%cZ6so6B;YI)g z=90Uck=?D|3)!ah!!druwwzjGM@>f`9rva~Ch**iy_K6zOPtj?cthMq%O<6pAc{5x zpnlvI{kvkEh7yd*&>Y5T#s4Wa`&wew~ci~FL#IjWnX=b3P z0KY&Jr-+OZ6}cd@*PO<9#TNEmTS3M%HnfidF5&lK(@I7;aQs{<1Yvdb1^=sLCFAv3 zvMzj52x4TYzG}W{EetF$uh?OIcwgs__O$Dyvxlo()5=G1pS)kJ8{to@Bbp&AufjwZ+)#cr6nCLEN`n17kCEE2rIwmRr>+< zbYpZ!gC81Ah|)qIj_W(;3TGGzNlIE8<8?smx8e1JA=dKv$=V=iLnwVCA5Wt!cRJl7 zd}U#PqK`5oXTSL2(Vc>V`fw{*c(|hH?UygLvDkx$SO#?x~O>aanuyhf}?=Va2249F7Ww#{3*v~fP8j@Hj-FY znzh^hwd~VL#6-^8ftWl0xUsI5akos#uij9ZLa0WtL1lh-<&=rw#j;mmH*KLo&agYZvL91p2`EPIW91$=n%rFxb7xzW z@Ke|iCyC0db8`m2cMesHCyX-u3H)oQZ$yB!a=o{^QD53^P*&*usm;*RPVcH)t%^SC zr$R?uwc29^b?9m+2Oa85Sb}9;^2?c_IMy?d)QrCpepRs|KVBWnzKSQrK}tNQrWsPg|MuExr>VPf zoj!G4-0r%0qc_^KPDOV#s9PO=XIFHryp_7oK;wG~)~Qq;IQG(B!;iMu9ip6}AKrb( z=G}Gr&zRm1K7P|yB>ZI~G42-+JIx|gbs6e&6VlK3zO;2TzQt->*(i|>wyw8eZ^$5U zeTy&Q`EywCHSn?wesW|297|~-3idspvJVYAb;Q1GW@8S6`zCR{ovisycyD_5>$Q&+ zyVcL}qP*AjUcxgH_uXo}YTVg1>x5D4RgqHh>(00Ce~s^*P}5a}DYCtL)7E|Za57$<-Wy|ACG*r1L&v|Bm!Tl{VSbx-D}Rw@yq)C8M=D83h(~Keo05aB*`U3_v%R)o;dO+Sq;vL6 zi_HH!)=K@+-EzE|o~E+4BBq3=+2C_p5#Nyz8P8P69#ZZ?`lH(&79-_k`d6DyR(SQu zn)jYZCI?JRJEKMpkBHg1^ZQjhFJ|X1!!%iFb^<`HN`~~<>0GCZJ8;LdTZ{bkAuNkz z_he=#eQ?Rh^&Ml~uqx3sEqVGYLN8GDfc(|cZ*=8Jp|L!Vd3vw~&kSZNTUw~}^PPl} z51GEPdMXNQEpDGqHo_*J;Le9gW(fbg#bnfsu+U~0%ebl8-R2KzrSX_icDTjp#@XfR z;SLiU9j8FZ(v>MLai$=6O6tE`B>vrEqIRxR&luP{sEp*0dQ;#mYg=8-3v9|!5{!50 zOf4cH^m!#jM)04XOI?%QrZqS3yI}~$2xDUCtIFSYe9sDp#ZA_|cu~z??@Bm?XM>cl z1)pU8XWIGp1o3Fw=?|XXBfPdnpH%|R8Chh1p}o#A&3ZkW2m7o51;I96vgG^}y}BRuux*=9N1xd^S0 z{PNYHuc0dwWuU|neGN-61T|7;2Y969zu?;ODN)j^&PZ@Un;zSWZ?}rN$-Me^H@kS;r0(m|-QZ$ujLGA5}=eF~-a4p4p7xv~W z^ItQeL8V0C<#0r&N^4@xNL?SBb6z#g#gV&v?Ixi$J|4qR+8!&@u8Gmo(V~(kh{A%Z zk}Z)uJ8Y{tlocl2@m>r4BkQa6X3raSCE%S7y8?IrCZGXLV38r-h4AR4ja;jj{>yfQ zf3@e`^T_H-`xKE7Pi3!%niA=gbwM&Y5NtW{WA&6f_gKPGX!~rwVBcA7n~N2X*+{(l zU?Yhj%Y~h0XcO8uZzc+w4diS}?Q5$?Tk*E+13sfJhV(B?4yOOzm4si5gUMy!+fM0p zje$2Y=HPjRfK@bHv0$Dm5?Ot5JMR&k(9@O61Wyg3gkpT@7h6wx?P?=IDL{2E3u?si-C+%^xM`{R3W93+HzCH7}ju5}R9=gIcCzdy^+sE{6OB zRX*A61IRyo|4o!y@UUxKTUY$j2kYkc#P7`EsTUTe2EEIVmyxAU|K~C!B~99`VyB`w zg;>SZ-e~U{Gi-UxGZc=(RShNLaXsLkPgDLaPUC1D-Lj^}m&5oRpTvAr3SD=>*v+74 z0zVkj+aW{VO8|!K!16C3nUJiK>K!{T=B{pM2rgRDf-h^p^+SMSwo2yxK( zpdCkBYNSd1b7Z7NT9SvWX`A9%Yi>lHEW>6$0o=jA zHkSu^StjHbWSPRP-)(xCr?YmtNe%K%EvDy?Dp@uPbUD(J|2-9=s2z!X>@ICMh#pp4 z5B2>_tBycCQFxG|*7;h<{X`2g9*;Cwjb#p-ZdNnRcZ`+|mRDR?Ul9x8Jj0ZKSs=Z2=Dzcp_H}8L? zq0x4Juv9c*0~oaY+C#bDIXO2ss^A3r^`55?*wrDlN_%*1dQnazJ_&WcwsMO9x3y!6 z+!LIOA<9#R< zNfAE0aokG`_*POL8^eXB0I%zVb{4(rZ#f0^0*~2c;geClo*|664xe#N?0IfGt`WYi zAAaRhvMby=8HV8D@IM4ai7iZLoItC~;|&&_@-R@hv}yn+G&`Ulp+pj-it-M_O9L3G~Ak@$iSA#38J-?PpY$P~{ECEnFB_$>9 zyH#uJvvq<;YyE4J)&(n{NbTm!#`IBAQc_^P85ygJnxOLN)s2phE~B7eQ!e!4#kcWs zt+|A`-vuB^ad_bwB(vYaoM)_Nhs1cgZoV{UJJXyLi$LZ$iLEJ=)Ixrh1jGr}F-QYT z2M))B(ntHv*v|pSnGdW?uNc>I)Gs>sd(IWGXmDxiD@d=9cXE-b0}c_2w2}N z>+Cx4X;nGWHGjfHF&r;60*uZ6&Dq@5DvN$CQDl2FV3yCWyjckz@xy;VEqQ`x_MEo|l#WTvHkTxbqFny^R)f(vh_)!z7a=t=yJPXS$CWYT{4 zS55i;B3-Zy>1(|;K6_Y%=&{E0-sjF{G3MoKNf3ujq4^g4+`aQ_@7)}+hwhRSa>cW zYsO0IvW7#5Kf!Wcr5j$Wc}xWJ-nwnFly-fj9t?yZl2Dw3`SdWR6qiR-&b{#V@wi1M z*@;hOi;kh68D}8_2kiss(7P(C82>X`+vL4_rlYsDcofF~R!wDz`b!vR}kxrprhZWLK=``sd{Q z&@p2$k)$JMr_JBVIoR9gimy>Pdr1b1$>^iv7GZk45*$?e5V|Uv&uUXU{;Pb(PxoO9 zUul9`j8!YZY`Cqm$Dn45<3vS6fco$&D~N{g)T2!8XNg?Am5?UNHDQ(cdwS#PxmP-R z@QfKK8Al4~vOa(3N)bF*?tOVFTy*UI@IB5eFD`6FK0#<&rDPB!GhE6Sw@Nr^k&=8t zYEVuccwJcmi+$IW=&z&rZzw%riKvu{n(QyERrjx6c%!;qPE{H1_9{r9DWBgHlDhR61=uVV={Gn&%mBiaQJDfDr*9E= zXvsJ(+*3$je{$TpyW;PVeAQyupAXNJ;Tf;N0Vy+ZS+!9zV%lV5Rqwi&SD^6g4WFFFZQ7L8b?a?mq@iST`M-odK*^Ovs|Zje&dLmz^+yVK^$TW~6hW{2LA6$fy)G6^-8Ly8BNj&ulM+)*6!MBl_A@;v2gWRWCj7 z;29GCE?PWrn7A z&{ta2{eeAPL`vF1Kgm%M_8Sl902{i7M3mQ?hX})8r>8f1B}U^wuVWaNK<-JZr+SJR z1b7E1W4ae^TlI4rq%AwVwgxbYi)~87JgU-KY<7L#KXMFDRtP()XkaqKwv zhL7Dn?a<nyIf(}OQQLIB1yNX!(27#- z>VWrZP>?em?Cl{VD3M%SR$Fs4dW1b?ap9D6hwba1R-}vAbwI>0(BN|XyK3dhx379y z3U9XSg>Po{>QSYe#2o?;*ZH4w#ET=Vqz1_tLjD!F?95$kF3pzt`LlPN2;_%zw|ua~ zE_Rda?3W*&y@EeAgx*qOvNkJr`p{AJbolt9jIP_EE$`zej--Zd7jcPWjb}7}B=8iWx0_{k!|m)8$P36 z(PxJ){FLQ2c|r1@c|qGFusEmiBiL*iE#qg}8cQ~YJ|lQAj064tLXpI4UEtAE5FRD} zl=G)|a$BfY%yhio_1JCk>)8Q(r%5HTt9wl86!8I6%KgE5I}=Sg%1^vj7x%aZ6O&`M z*4nk)ymEbW&U)OdaO~<1F8c&s_AnyOW7Kqyj)?_Btpk|N{O-)QcA*t$DwckBYTi!) zp{HB|T1@{F!AH+>e$#i_O<7FrrlF6%NxDCuw!D$Suq!AHe;Nx}wk8IUd2PZMPut;p zXTN7b6hn_@>M=tBQ4DeXZ)%VlwbU9!4D0f>p@H$rxvLwyX}y++>=;<=-yRpnYQNb-PzTBH=E9*$D1^@Zubz0Zu!YMcsQ2vkXdJb=Q|bAd$KQ>Ki4R+ zOkQE;*`Z-SRfO3I?kdqV_g?jYv814}>})4r!(RoMG$z~@lEOYsd}emzs(uLq8;L^wL1;0A=VqN=h&Jb&ej%MoxhdzsI{CIS!T? zI^$`&QBzI}ke67_wGGhF{OQ?4D$LK1n4EkwHwM)t`x5wBv#ETMDow1t z?3?3y>VIxT6_Bmzq8FFkE{d<#6HKucQo&-z&Y{eM8fy1eK?9bUq~v`7FINuQDc7c* z`k~tDkt;u-r)*}`6aeMISafQ>G*ZT9cfCzNU7kq9TvB;;{(!$;dDW*M8<4p!KG?oF zng!-9K{&8$Ab12CiD11NmxIf#f+GM7E^5dCebq(w9-Mx3^fVt;me}nL05Isht4^-2 z#Gema4N*d@9H)EYQj$|NS^++at>HlWKVgEDSsM*?5 zb{;LK!0(CkunL1zjs^04e+Q$#cwr=e{bm#KP}Cv&ubsih^K^J2`2k2Lny)X8_-~Gf zk)AOzHJJ}%PD+~Ixe&fCrmHYaPD1p1UGiJoM#3B%mspfG#}dImD z1u%M`*`s~_{A;R2AQuoordZm~r@ZvL){6)#Maf6ywRT-zJn#s{C^>Hv)jpx6tja_l zsPp0?#1>5ILwo0}9QsK87tqLjoD)pfcUuU+pcF{}@(ffAqIptE0Hi<(zP_OwsQnB9 zY7>M|TgX{>UVq=(h92U>zK3y0yTjdhPIhjdnb_D1af!bRa`0uufevi@?=QTy1Sc%$ zla=Jb1hiGX(b&XXEe4Q3EN1_*P(0QDk1FZr8ofK`N6{j?+fHk2H|pVZ0QM^_?ao(; z!yDg-$N}92pA>1h;k}@|JAXhB8qoQb0gsZhpDsqXsn-1{J3D({6OCpFD{oF)O#3yr z>}jTxKgg>yz1*0?PkV`etGRD~vvBa7h6e@?vNK<}CMm+Ss$I9a&dF|4-I5(Fk=>`oxUWc6w zAD+p>CqIL#2=|ne{*7LYix=Q2&iPwkds@sFducior;B)mX zRLqB&jxIpXj3ct)?xl$orFvD_$mbgubco&m1l& zKP_3k%_yI3Mf0x4wd1~D_y#BHlr9BnVC$q9h`H3RN0Bc=AsHzGkm&BWGiSaFO!e(i|v z)IJk3_%@|FpW-Vg+|~dT0{!M@xw91G+kn;>qzq(RV+Ctr&-)s8TuO{v(KYgQW%p+5 zs*d^uZ(aije+5{i>q^1Mmbau4Zx||A>M4{>*;4U^-7gc`3*+LkPF7+4ORdj{7p@zZ}eJxXwkTGCC`FU{+x)US7G;B2&I}QpiU|>aOk(yr9~!=^`l1) ztzbibokLD(U!q>lV!MR_1@J#jO~Y+X&^^kmoG6gDX^Bg?ua;cc6!qUX4BJ4v<;ZBT z*Z0v@n~KpVM*G0@8ldQ-t=El+yQ{h2FdG5?;qmbfKu5@Vc@5VI=luSCtqlMiC*S}I zvr5CtCaPGt05j8ILNaFH5oaGUJmOoD`T@tg=GRUrV52zP>hudl>tC6hufE(_>F(@2 zkl<$hzxf4L&;U@XV-_JGqF?p_7)~haIZ`hE(`em}oEYJt!Sn7bDHkKo#HA&^n{kTj zLrpkVJlNBf4;M`m8 zqJZmKu7IsO3tU_u^lAcyW4oEq4(FR1@Um29?+1MgFI%L`+$mNZUj7m;i_GWuy zIZc2>o`I7yO2@wLds|yu^Y52%tV95Iu%}KB2bwIhLk*Blcy=kyX%fF~_pW~D`&|?O zBGYqzjsQ?k1ovv4I{E?MGk4hZh}{9G zRJchSE>`0&fT+lAEz$KHh?6?IyO$to4y$X;3@{FAOn2+yN;f3vhj=5P6kJ`X69ZiY z09IA)r{dxNlCF)Vw-NrJdI zmH32V1QaQO#|a}NBaoC2B87l5|GbTvnc02gXN=ooFasZmp!}<`CXhT|tKN%$&g%#h z_K1MR5ZrlvlzeA8-}oWHef5XXej|zyP+wH)=F@tW(Hwe`ai2^d9!}YWBanT+&R{>^ zZTWN6)6JekMc1a3+!uVy_6nZSe7IHTi}3C<09_eC#9Ut>Orcz|^1$S9xf8taCqMym zliuB4?ODEk`<7=mN0VLP{bmaYCNM1^tGl^6V_;wir{WdPOcMyItRlUio(8@}{qwl{rh^7+IT<^Gc5mumgy7+g zX$x&VJ@T^|S4xw%F#hbd$r1}}NGS~*25j}_67yaf0fEW0^OL-7`11Vna*R`_AmLK@ zvnE|0Uki3OBB!?2Nyo^D2Kr>cPss_S zKU1=+4&mVEcTdjwh`7C6>s4)RM@q&wNVTm!6hXJ3k({}O+e31OKa;z zTLEC9f$C1q#)gF_J{;iNB%|g}@220iBRPOG3Gj!MY&F|lKsu`k1edNe?+HPG(dfXl zyiX|16BCZp|6!~#AnLBYbnjXe3ML^FbWc(Zv` z#9n?kMm^2+^hii%#*Z>g?Y9@zzX#HTjX2FDWO@9|p$|gtgLw}y z5CeZt>6jTmYnLYaDxtvnU*r+L!1W(!PigGiJ0&UKD|JZyri=@|rfRmYdTU zkcem^7TkCcgmL2i?DsN*a7HeEVJ_p0ZM3`W`uUcWuNa$Y?l*HOS%N z;6Nh<)ZJd3DV|-O5dGk~R(_DM1`>)Mn@og82;_F>KcL(*dxMf^=O&b0IOY~`D1z-v z2dXOivIWPc(3H_&(1SQB5hXvot{RYH`Q{H%`j}nRaY*rH?|MuT-|1;+8ldtFYuez> z!Yc2YxC|{09Rrt@O8-rtwL{IXY=Gu9ChuwmwBYbJkdBLoggCISG*{rT%RnqUI|#`PhjbU$$TW zGt4-s>5AI)uaH^{&o-EZYeHO*tNyD1Kd|~w+odjR6mS4X3QWLn!+(F}dagZrn5cw! zGrjV*^a$*o!lsut>QB7|87?XSe>eg4oAR?j)jP+-^R#13SoN3^)gVPtzmTQ`?T8Ws zN=-%%z(6vj5OW!5wl#}8dvW<-6F2&U;5SBw@Tt98;h$#CvT`XFQnkropG2WRgxx;{ z9msG*re>VSBEKCz+V~MwxL5m|goPdtrRFCNNm>Odpd`fiI%pg_K+<@$6D|C$9f8sK zyLrzNeWk&M5O(*NTpCYB-pkLnki%(}e#r?Iw4^>UJ zk9+?HP=YJNp(|eiX1`3(v6DT|IPyjj#_{+@X!?fj?~?6Jn5-_Sa4iIePr0-->_+{RR#CL|ReUy7=s4dk3nT+S1x{ zT>2d+&B(MaCYuE#jLqmwK_3tjUqQ>PGP=i-lKVUE&g+VMb{{t^LLp!1B*WZ^WZI6& z+M0NrE)mqpeVOoaqUIpENdt31X-Kc^ZD;~$P~vF6}ld+$#ajU15>1D)6tQnIEAuF$G6Pq#?{5|IJttvBKe6(Z` z*ty&FMr~%3hPbNf8HTvIdBnbh%Tpm1)*DE1AjWVhm!XfKb564kOU$N|C}JmSAzpJc zo4(0-A=Ylg|I_*o9G+1(AXpx>ZK7#(KmG_^CN$K@Q=hTw6oJH1-@j7NA5MWy_j=@b zFG0#!0iGfUtltdraJ>-y-`Uq{ia|YXyt+YWFOeNuIAjz?Jk-z2UXhVdI!<(HMhE4M zIQ(Q#=up9>T2_%yLtP|1ItKUW6H0TuoPKX@zVj3!n_(r-(cXcBoShVGtOG`; zzYw$akGBr*(L2Y{Vn)kb|6|5LxfdT}p#O63_=y0+1d3)ZH~^qtq=Wx3j1evC&l2)c zHMnodeZSHaoa!yV(pqSw!0BtW`$ZJ~Ni3QffFoJpzA!)~bw*Dks~T^^Y5^&plr0QI z43(#)gD@ca`IVbzVi@DR9W@Hm0Cz}3(gz3bO6?k2!pJds)7bmqlwVs>tnemXulv~H z@EqpZ-PNfOlrHVzMb!-~L<^lEP;J`c9plD3Mc4E5v9Y;@5N+)IhxwH5NHBcvGXGEh z9N9Vo=4vwk=MLOufMatzXXU?*giQQ(mfS-)#@Sts{`3&~b-)8+*Zr06$6MdzJU+4l zl}(V$Bj6Tjj$5t-DjKg9ztk~~vuam_|30UiM_ZU&So)Be-e)>sQ$-SH$0~D&%W1&k6IyIfWrip>ZLA~ce7|$OR>w-QiYOrW8e-G{$ z^`7c(l9Ch#1R@mzmkoHghwN~Xk~vks5*oS-FK^5a08p5*d(&2vz8?76uX<`^?%+v}&J zMJ)mT)_3skcq4(RQXIT1R7Sb?1Dpz@dtG#Y2v!7hp^Df8iDBD0sWyeQ^4S0+qH%7_ z9R3$Ts}&?;4H=RK9MmWL7a(yDE|I)!OV;6|w1-o-Z93D33k3ig+`}ScfWMQX(in_C z0*xP~7l3cm$4te#8}mq%WQL+X*RFbJ%5dqm`sgSQA#o>^;=j%Wv5o7#SQOO);N0m2 z3BPjsJ9M+(T;E=_qLb|Cq|UZ+XN9FsZkYaG-j)aa^Qnx@j7}5S*s4q0y=|h?Q_i~v z{ncoHxdk@9d=u*rJBO)*2DMvo7USN7m`LC>3h;ZGpC8YiXU*AW@c8goDqg$qS7|BG zqq@k`zJS|ff@;Z+*%ir;jn&&;Amlxj0!iTAT4Vw2v#JXY&O$2L2!HtB%Iq8A08n+H z0*g;Ry_+UizD)39>*7HnD00Xxi6YNm>l1z^G0CzwSA{Ww_Id=+9&R*(-i*=Rj@JKb zVzw{v@9z1LncNfw0p!(M~q?E|pt&>u+W^Pl6Qe814VTQ^@SdW?7G z)b_IxvV@0AlMVXB+%S0j13+{S{n>`7`s~=!ac}lbH}?Zoz$&W{wtEvsrmGp3-aP_O z_k|242DGbyu4uL5GUDd7-vEWOi_&v@*s><7C2P4FSnT(vWXbpFa_x} zNLz4-i95%OOc)_8gT>h{#3+2)-**6A6ICapI+ivz$7}L9{Kf!1SrR4F6l9o1@;zsEHc>Yy_|r-vQG)+ zQ*CW+eM(P%2(m>-Kvk$}Ys-p@BZKxsRM6o?4U6Zs&vf0J1!|U$5U&r~@4ty&FJObF zp(xOi-w1>v{eXT^0^Ean$pyk&9tJ2+(DA0Op0{ zobGBqE7z*Q_(YHSZ-tjgX0|lp%M6fkz!QeZDK5tK1ws}W)VBl-0UG_j*+WU}I$+P4 zHF9BwKw5LWH#Z0R@gbEFXm|oi?A49P$;k;HS%f)ul-T7v3#5q2Y9I&vv)Su4ZPTmq#iYpMEOC5bAZicf{U)&%6C~8I(HBs20YS2`<8P&Dch{D zFmm&XVFk8t=gpwi>&HeHuhtBuvA==99q z_1Cm>grDHI_>$W`vn+D*c_!$!tYbW349ZD8r1rIc9#DFTsjGk6OQ-`qv!I_hC?aCD zi@CrQv~4IF17nZjj%AW5p$9bOIcKy1Ddt8YRJ`a~>b#&VQ;}Llug=aq z9Lo0X<717G@RY1&S6NdSyCQ9t_?4}ZC8X@TY?EXO;hF3)Btm7$E=x$VZz=n}Gcibp z!F%5Qe$R2d??3N*9Pc0gaG1I8Ywo$O^E$8d{C+=R8wRpWtn7V^rwTrxF19Iz1GRak zE>_O5=9(cH_Lc}po9wKRhU3I;N42q^V(@o1jJxpN(cetkY7M5oVMp@*u@v#>0xL1H%)1N!8O$#LeXXLp%AimH|7@Z5a@;@#Ha zu))GnulF*jgGhaSZlc!%*hex(UXZ*b6bTDz2||$6#6a4~Cp-C+&X^Q>w}>WvZH^whaX)N75K0;EFX5&5Da!1;qzxr2sKxq& z*`v)#qX$|Q{eLZdfQLv0dp3PK=teG`tfMOzKa?qei!OK+wW(p6-o^?>84v^uVrjdo zWAg?iGgSUY3+%U?rYfdH_&wAV@aRyaX|}Fn=_&LY=eFBO@eP&vZM6hJz%RgYLJ&1q zeL&-M`wsJ`PfHwRLWt^;tP?-~lpM^wfUS00hQyr?BRV_5jO~lH)lR~2O!#xpQ?Fny z1?Us<=3cQoO&9mhpJIHM)x5s=%MDR0Vv_%ZvQjmw+Bn-8=+AFGW{;ZkGHa}EDR;S{ zJ30qFOfvZ9ULQkqrH&9u7$s5%oB7&BO%d9Jj>%CiT>)k3bKM}yx)OuTMWOLo|K{z$ zgQWMfDW6beXEa;YNN2I6`^`*SC>DWRDE9cA>ql?r#V1PS{>F+L$DC`z?)w``-W__5 zm9jU>y;{QWIMhKK3N5 zcCw|gL^;EQ=?R=|%Yze*DJL&Txu+|4Lpl?-4QUT|#``SOr0so;+bfu!^M$ka+Y6c@ z+&o`WHmcpPmLDon0f5nXZ_5?_(3a_6QeLxnXjN2Wj`kj^6yyrCU|!>tp36Gf&_>Q+B?Cl zXlk>91Va$oY2!yV;@%#{@iF$X7w7CvJ!%jbQQFr(ZMb(@$8ZN02qJ=Tjah%Yp0wE` zs4}=kk2=lxYUQb1PRFvQZpv(mAg%*PQDxiin85M6o9%4JhOw0*JZ)WDwWT@WNWF^E*t6g26(4A zjVW+o4LWlsP8K9xz0SyN9)|#=AXd$wR7TeMa4N|fH?>*#LiBW^_GGf0lpEyQrYI7f z9q8Ro7PB04JmQ@7&+FyRq{fY$KM*#2?}L+-M)sWP`}Pe^StJSl=Fird7bk*^SK{)^h~&~y%=p8VLw}GZy)5i z4C{{oCq_Cj1Y|LfuRZ^v)5~&DIV5!TYUY@o;Cnam1MlKAgOJ5*cVYJ( z{|hCw;9s-*P`Fk#mS>QQM3LaBD;i)DHZ!U7OO+YEfGTlu?PZjX8F^pR#$P!iXo(WVD!v%0llJvwRiu!D(o3d???+U{<658TSxzmJ zh9CC747^;OzX|#A5ja^XyxaNm$ZUVons;Z3&-JY3N#%~bza?w%E9>^C zSK7pv@!KMut6N%A{FyEaOk#UVL0Jr$Mx|nuhBYkMqQEn=O}6}DrN&ewR%j|9_L3px z^5za?0n|#aT0LC6jk3=^aas8JJXvD8$aHGkQB(e|M5N`cVXXXeWUU8IKlRRq%H)sP zgGI@|mI0Acua5Wbb@Zv`9UI-0`0eMy%oQO=d6a{*BR70nUeTYDWU5HqVT%T*Q=;lbr-FE-QOZR~Qs`g;DFWV* zq_pd16CjOq+6th;hCBbgk^g!sQ_(mMKa;}6G5RUY;BDo$C6z7SPDsKeLl+_l*qXDn zcP;1H+wYvi6?g{HV0+j?7DMaw>h9C}K43%9McdD8gM z;P!03<&u_+@oo7!yH5^5t0MJ=Ugn-cGWWbMut$p9uK3vW;$C^Ym4#@G)C(!*iQYa= zvk!h6IZK+7D(t#>4nLF-ac^RLzR1=#5L$i5yB61(EBh3Q-bnR~qR4XE(ah{aa1%OW z(Ap?S(N(vPGMc4vr)^=mA}ONl>qKv*P1QY(KO-uEdI2%wg5o-9xIxIT){1^`tm*va z3!`~aIe6g;?a#;4y3j2@WPZi&Z~kP}ydOrycEM-o4~3o3q$zu}iR>`RE;djV?7(#0 zS<}hUoz9$ha7nFTpg`kCB!v#Sj8 z#K|h5cW=#ZL=hCFs_Jj_QPI6$Q8$@(ey+pWu+64BQIh!)Y6R3Jj?g_EOrT6(G1M%@ z8LA$H{QfRxq20vFUFLM^b;jb|$QnDHE7t7#oFOuz7If@PTwfA1YQjsO(tNOoccSSI zW7Rt$VRbQNIa~ho9w8slUE{6E>yoFV?;H^pIf2DHez17gdMY?88fbFMH~Ds(hX@pMjCMsLiMvwk9pOUVVB1`{&h z1aU@+K>^a2(DMt^72BUF1e-N~ZYV=Uc3w&eedg_d#TaLL% zXCZf?d~(6jt-fhnGpaAi=iha9YT(qFht<9?%0IuZ%c1cor~@wvgV7+XQ55os!s)tW z4&zrY5UTB?ICwMuk{Ra6>{#kIW7oBiIN7_ChK5u7?RvQ2rokjpU0Px`qrO1jB6muw zG)9JFOfI5*<^-mY4;oT}f1!rcP4DhAuiASj=zAS0o#R$wq3IAIFSVNDtBk}vk~FGh z!k9Wvp_Sq~i|iO%TW5k*j6p8f%xl*#-Vfu^pjbN8j-{ZYl>+@(2qOn; zcXI9UhQLRAr}HP>H7)a61V0q9N%L_CKF#VmEgZGak;*Yve%4=xtw_tnV;6E~77|9C z2L_5APx!;vrqvv1;{`Xpn0?fYf;_D+Q!LK3JS?!C9;>r zh{2QSZ+ztpGILeL-2naNuMDiMFQKmCtLqVv(0mYFWUf-=1diSd^O#V=@ z`;wI5(a|D;g28a~wV4Lp6p({fy?7#;f|_2L!HJc>x0Z&$t5!VNF5S%C_)0Uv&x$uX z6reBC_5+2e+mLhc_f`dYGN1bNE!Q9k&Zvk}36Z9N<`k??&ZOCdKc^B95wLxuSo{0B zL`FqLB0N%kJ-tr=#Ua6AcdJqg`4V3X&@ZWAwXXRG!!JW80f9k8g9`(8Aw>KAzo2D< zs+ihicSw{ELK|5oppy*kraf{cPkWReLOs28>lg|YU=;cA2aO}Q;8!TCJeCkR_3h9a zowpM2`ucjK%Qb=tYo%H9Z%V)i$8gPaQ{o7@|?3ge0Sy`%?Mac zb(dFdj`vP`k~-cyJZ)YUTh=_;^)Q@39F}&7Zp3?uu3kOFxq5#%vs6X#h>e-nI4`8P zd3k5_4Gg3?pKRF66DX7@L9M#ExjCN7&dTcg^F~EX#Z{2^0{NbP1@j@RLAqFe| z`QrX>CU90$|M%~`m2S4c{W`v&A7lnZ8Z91=zW@q415_G%ceJ{=h)Ae`4*IEz|4uh} z4IeysK#9@s9)gMxyl7Jy=B@X^-ft?*Z9QMmb1n{-OCkjtu&t>vT{FQu(uj!v%n0S3 zs+fMx;Lfp*n{7*AgXyqvE@!qj1)j$(-uOs;a>R*P2xTK^O zyEm!F2VMmkL5&fie}bbBv@9-At6Ya_jT9^ZwS?~(cFgG|Ibd}x^4YNI1Pzs10)MX! znOrYx`I!y{TrPU1{)4*VAixgA#0qG!!t;U8X<}t1pz{V75<&~LMljMbx?kl?Nr6E371Td_BvyqN@!O-=Y~MZ!kQxGBd}F{0 z+szt#{_{$JoLS(W$11p4_ioyB%fBQL3j+7rd`CTgkm4aS4DSLhb~|g#JX;y-s&_|% zeLV0$8KKEVaYS9d9K{I*`kADB;$@yEcA zszOh~kXiztDuR3R@bKee1#2v*Hq+Z;@Q5G``GNSHvv9PK`vriRE?&I2<(SEoxJoWc3^!g22eW04f)tR{F)AD2PsqCF1`?CqgfuIT667 zHoIGd+5$IMSEFJZrlO)E_oZ*)xdv~}fd&iEyGD>VG=P>LF*bs%j@i7QC!tJhIK!c* z?7lBtjF<4QbjeHcWmbS;Gc(6G14qiwZLTwQneZ(a_rqS+HKRJ zCqzzomqSFE*6zKvM;^`ANQ5+h1?5%PkN*EKb-@K~5KV*nTC&?3Qs}6kpzKmFfG$SC zkBCu6W_M`21t6*j1l;aUXQUDIrS4$QY3KKTI%P9g8#}$C9X47QO;EM-#lw1w5LQVrs^QW)YMEx^#N zf%bNL&L7~oh=?504baB!5nZ81apitG!%-GuD3S}pM1+rxXzvhfMzO6eBM<|4Bpw0)G(o+WZ4CHp^9zpFaouHe@RruuauTRe-?(N#SZJ7LYxa zqmBw*KieT`f_q|$FMT>7bp;~+1QIMX4z%mN;$HwJ)U~kS!vla0l?Qwm4#16rovtLuRQ7pYqTAMwmDMsiFSK4E{4E ip+^0`O#it93L`4Vf8u=H^gZ>LuBnqzp literal 25768 zcmeGE^;?zQ7e0zE1QZGB7LXQ6X{3}!N~OC&x{(F}Ndf5wK^mmHyW^$1ySr=8$It$r zbFT9T?4LH*%j>1(U6IdVK5k)q=d*980?7`3Xl_eV!I}-rR0^!*0f9xjatH}1^^J83^%f&lO%F~#Cv3&R9I zCaTC@6yQf!4DOSNhzM2xYgiC?z?Ts5J@_=7H}v(m&oCVD z@pHES_sjoJ2rLlE0nS486~-$ruGqLZ0%;ogoIdDu?sW*B;^N|FWM}Jh`WtJi^GRx`lf`5Sd ziUmA{MMTzg=wO_bsY6|bnsqsag)bcF_9I5OsTdj25(n^hzJPgWa1fh~u#gbC2M0U# zN`9rJgbon4(m_V3cmsg^XSwfi4g70 zROByjaxJ<=_C(T_*{pW@Squ*kqX`oGeP2AJefO?**bzKya*qSc{9tNo+BRfaMI6~P zR=htdC%C>ADYwz|c+dQ8(Vfd|ve2-_8`14%JG=h&psqlzA_)8uR%5sM#1(H!tKR7? zZL&QUcxt_q*veqK)Q~$_mZ|2ra?cO1YjkIaE|e#obI)9IPbR)7?#|ntI_Dmbulzmz zBEPwwzJPBt-?Qm|vtGfA?8Vs4@(RaJh&TB^1$m4Gn=TT*lWt1;?U5hV)!YL2XQO`Z z*tD_+ZGLD#YqUJB4Ph&*tGRi3dhG$2sD!M(MU6K>-ri3hPGXx_Jno#doY$lMZke^} zDz#oXQ47poI2mg|Jf&Y2G2y9VCF6(cGt3%?eV zqNgW+lV?I|wlkKSfL0yFRY0O}&#Xl;U-dt`(8JY~SBp9(p!kP8aLKi<3Ag2w%Z-A5^a*Av`gkt1cmj zT^!642X~D8N5jY%Qeiep>M~40VWCh{m9$rC?!nMwv>(c7-ajk*!H{JwdIC>gRa+?f zv(VpM9O=#n!6W82b(xoA?ZOU1M?(n+6g&DQ&sGB1JFrX~b=k!AIA)6z_oo;f_b?q_ zD)ELQ@rEn$hI2j}c6=sV=kvM_*MC+zqwOc#Np|9>@2CmIn-OXIv4ce)5*$Zf6$Ty7 zXW|8pkGY8D31LrkP;B4%G}xp$Eo5PhD`*DZ9`)JXOVeO~fB$AivlA<0+7shMk4WJ|Fh3OP57KQIw&Ff=;t`4K;}5s9A{QD3#5 zoo^TKjC_eLXKKz6Nbz3E70E$1J3d3k=Y8iO9Jej_%2G7qQMy*QXAn0~s&`4nMRm6pr1 zd*+R^xTsD%9Me$_4wpg-pAzNcD0B<1aa4;7iCU6rFLd+HM z>zCK;zR}s%@SN*m!%spsKgjf3TZIan9$c8}_DcPhwK2mh^Kx3-Vu`Dc_9x6a_j)(F zA{h7bda~N5geolP#eBaV^4{OgRxx3Htkb!$rx}S2oE;0NQh!P^Pr}Vd7ktn#Z@+K4 zT+D?}aB zL|^F~T|`vWpL9H#!1?>Ty*q2B5wWc#On0U`b#WLq1(o8>J8ae1@4=x|??$#UM!z!! zZlAs5`%XGfVvsd!Ek0{K12l@0qW>l+W<#G9brm*96rFnN#8*9U+1uA=Q=<`b;oP8A zT2|K6+uOQq?VHnjA>-LaF)}w{#kiDvjdH!^k7&-p{0bww>dCe{5f6CiJti#9?5!#9I)Zw7* znwC_|KO-(ROCXSH1}}uNbr|Es952y3rTjUR9E}_xKKZ0hT<_lW*LPFkAx^H6QODl` z?t2_bi`erPL1{%gDh0IloV7nZk5iOev;6U2>)>PO$1$!b{)Q9PMsvzMx`>KoXy)e6 zVqch=kvHXpay6+8-VKnI3^&27?vz_3BR!Gb#%2TGkVtcFz8d7tBQr+b77~(Xx2#K) zFrx~`4CkhJiDs4*T>k9edW^2!KFMRFx^QrO`V6PV%y9o8zMx&@WkoNL-hTglivE@3 z&^^UR*O9l@FNN#QHX|Z$|NAS9W$7ObB-Hk+P{Q?}WGrMY7;$hvXlYp|pWl_*E@(Ey z86u)g8Qmi_nMql{iJ2cQ8Ke63$>xbTE&4{p>J8gj&S1NE4Ux;G{X&W_F_c`Iu(>tr z9L-js;Ca-2uWEY4U%VDbe{&$ka(juodqZg*gSuh8Y4elMlqEK4%>TvlG523tAXq;; z>ODG;qe|o}D?jV#D0Zkz&BlL-y*wf9io7~b*;a)~sdBO2(c0?8>JzfL!QAT%FjfOb zI*2H4bzV5YJ!?C>v>W2T{1qK73Sxt1o#Xn$?cwI8of@%U%UVyQq?8mTD{I7Zn}3<} z>4sRC{Fg7STf={V`nGp=+O9_{e^FJP9$^*-swV2rkAu_P`WS7qOc`c-mpJeA_aRB= z3MDR(koyUoGO zZ-)zR_ve!uHXXRYS}d!VpTdj=lX_Oe1PAA8?0~(jq_`gFf;j7TIsXkUU+gC-e*#!} ziS@G3&dyHtN)UbZ%}%~E7()2^q&29=U?ut6!gBrTAc_MW#YoWA{iiQaikR<0r=?PL z@^2Lba$g)21pZ0944ZS=AiEls^a&`R7FI8iAReQEUmD4j;<=o&BjmBAf+h2Q+aPQhG|8^!phyd$Vw*Mb#B>bh6L2Ucc2QyzFQUsvXGZrXUYf&!AG z&oIcX^!4dq9WA3>+SJXX60rvu_Qkw49eW+as4ix1ZVrMgfq)ygQCa+YU##83^=8%8 zE^-ABBFEj`Mxqs~^N9hc<=j*;&9$dOh*|eRX`fe{X_-YU{JD6MK#pgu6XGfvD2RdUppMj%?&maHT@o;f%z?N6--)&F)B|dC=^ayUW#C%TDhV}6gc?z_fQY`0dIm+u+LwTXk?{CiAmaUKa*@jqjTMhjoTncAHac?uSvYz}(O_ftqQ)|0FIX&H;tzyR5+kf-=_1ClN^Yinls3`Wi$5KyL9y3?xxT%%G~1isJrJR2gYlhDu#0AQrstll?|@u7TliU={hVW! z%biHV2e8la@$tBU5b+{LJe2S6VO|9V3}58sL7MwncnL&l2JOZqv!Vt(FLGhOPfALi zz0veM8*%!uD^S0Hj1(Bu*VG}is@am+wnJ04ur6UsOQtT8ZyJC0!T(?8D;HUo?{97@ z;Njr>N=)o4)@}1RJq`l}gkS2P^mOYQ4c8xbm?pCek0-pAkC)hPR<5|_<4aFWSGK>L zKC|RLe;F$HF8Yl&;_!vUyLS6m!|^%eJR%97!Lp50-8s<(u3p8*$3q%t)pQ>tPUapZ z_;@|^{>XF!k{~2INQb21BU4fqSmq^$Quuj5!2*>TP8ZY0x%v6}cUQ+hi8%763t^6G z$qKTj*UnFqm5hV=l@-QPQaZc4?})z(t0M@a zdF?eOTwX}|hsWay$5;J)=gAmf5)ZU#CBWLZ(mI^wKj1mB<@j3oFX!4ECN;%Be1O~D z-qx@i;E+z?t4SNMsG1j3RKx}Dk;Bl?@TKS7aet~{lkSW6UchMIf_ljhjo5G6e4`bG zdF{B1%&M|hhDJUysj_+97P77gYANpHc5LEGX4O*P@9@tacJ4tjzcp9G7L3QZ0?x=X z@QY{$ZZ}X0w4(aMN5X60oq61MRIHnhn4G zsI?C-9;SiUk(NdUzTN0zZ@Ouw(}4A@!;V6hZ1PRM1t{@2wog53&nMJtE*D(4XDaC3 zZ!gx@W3`RO^AypPZypk$G`8vCyoidH)~=J#_|xalEnv0Pz(c6#*kYQ{9eQ4qL@qdc zA5wS_ZG@0>_p7@<=Sp(q%zn{N(W;kKTbNMa%ctRpuNtUI#f{C9IJ1_4Lt&u=j(+3> z3WdP*Yu01bU%!6+Te(Q9{_){9q!6|c`&Pem>DwrBB0!N z`p~0yOpfd~yCvqGeP>|B8q!nIkd;9x|KSS#qo9X(o+Q`NKR~Wp+wMS4{SGm)1FyAL zv^BQp>iS8o?R!2_bjzy5lM`Ew!cJj)t)keyJ@eAiQX({7snOxZ5{a+ZJ9kMpO9}#; z9xQ}tZS|XubpgA~+SH<4U$CG)5n2B`PuIt{PF6%q+sHnwJq*7MEFL82JdHaoupv zH$KeO52sQ{?d#q{Jv~{sPFpeI?X?$fnOAoLAI(0Nh)-=3O-8Tf7!=?!qS1}0{rj57 za|F~uk1fmxb>8RccOp?2IvPXI2<^nI($l>gTpqkqS*-{?+T_%viMHQvGrq%(4%j1u z60>W~*^@qkyZ=;9^cLaS+BY?u?~UhLe>Dc~r970SS9-tE#yt){1{(Bg0yBSED_rR# z1RZ*eF5>@P3qohk65u4>u{g`G4xVKaNImeM4h-@J0_hm<5K*JtPMJy;F{Z#Ya&HJI zH*)dkWYaX5cRTw=KT`h$&PQ+{rA_dol`jFAk(@D;WK!pkwon@SJ`sC`BaJ4YxL?x0 zblV$ananrgdWle#Po4%P?q^7AiUCE0mcfQM^dkm?ESPV1x3H8}E_EFL(2C-PqU zVSDb~maL1z$22?RfKb1LS|Yv*(s!NqRBW8`4IUI00SkWz+Vx5>h>4|u*}`PAI~OW}5ahEe=qzBvW9cqmP$2`wA8o}Tw;-PqXp zFWf}YT6#@-=YaCJ0GxQu!GZgm9O2_=P)LZy6)#?Rmd$+GsgqIH_)=k~Li}LIF}m%; zv`Oc#s5w0O?^2(<@}(&jH~k4*Va=Y%jw$2V#M8D^`pOjVUJ9(F=LQ{y zCVIxdV zMs47mh0MP%_PaIE`RmGswPIf)!bnaYThCAm$$2J3Wn@_H42^`M>ikBCWKJnY zNVn%1D6qtg9(MH)u6Du*Y<_&&)r&KE!=>f;hSLl|i&B#EbsnHp7B=m;ye zznLP)8++y+vde6yyro{>xV0R`Mi4c>l$R(66Ff(O>azV$uXL;*`n#N(ZX5#&yS_{$ z=a-VMCAGM-B>D)~Iyiu0O|s`)MUQ@USW>B0fVr zGdB6GP1{@#E!>8bbv|K3lxl8ko{3^aR^xswpD*zAM>j%mkpPYF=D@w+A$@2_icY2qrvcsz=F4v#w6jL+D^$Z(GqEm z2T+^@@wbsP^&GoMwu>@NEL^+= zcCMF{YR2za)6do~+rK7QRQmL@kFZBloK(!ko8EUEfFRkV?=i!b3Kz(9t}l6=)>oNT z4_$D)bT{bEcngGu6Yp5jG4a^CE)UX=XepYcpd-hfC3%P`c>JzhCF_GkR`Mg;u5a3y zqns{3FRNF*?^lZERumR-t)6Jcz$fU)Gadb#tUTrhgQXV!FnKU$?TBP0J2D&D9nCfF zsF5MADxM(j4fyU=7UC?$tR~Rk_9if|v zAzj@C8Q#?ZLwC5VCSXs{T`wS@oT9F6Q8}?Hf@pW+;aYC_n?;Ala3JBPEJ8C2DiCdt zM8IaXRu{r##E`a}1sB4x&j$yvlR!(rFvWS8W6~IuAiZA_ zjH0>6-?5mR`9|~kMShkmW;hKrFBZjjuNJOEJJm*>L@H%eCS$66&$*7S2Uj?Pr8*z% z(5<{}Es=~KNE3aV500uON&-;FJ`rXPpVdQrdKtrlRSxEWs`Q^jD5OsjqnId_n z7G8gk4rhZA=r*JZsOBadh>9eHK)Xem23lm*OT+Xg=qhfBohf=;!02xcE`vime#$@y zrJPmV!TQyLCI_@}9%$ourIuy_eVmr$6WiuUp0ICsw}d+@jcp3it-{6&A=z13y0x+W z2H%kA@&4!XGY|`=Bf1_NZ@*V-`!-d@di0?m%fVZlte|4e%l_NjKerwK7d#bl=s`8O zP1S-sU)=D!APB#55&6B?F@YEw$!}<1qR_tB|2RxvGh82t&kc5qEu$}0UK(KqOn=X; zM?p_<^?`(s_eYKZGu)_@i8uA}?<3r#K)r;L9_hi4h9PD~TG9|nTK`U1s8nWfwP zA2`vq%Ny!@`&Nl95zA7m@9b)B#v&no@J#{=)J^{8O_9<4g$9;h`rAaAkc;`_ z3;D4w%T|T>&cC!8L(kn`j6!4DLSy=W)pR6XALnrWdvV;ksU1%8_!4F;y4dC1MVbp8 zup;ECco29|_|1C<7R_d2=P1zazRf>1SOm-CGLB8ox4YXd*I_R4TGy0oG=;7t4Mf&YBD3y0>O_z9ln-ZfJ8 z`C;W`&36ilvrzj09;Vz(Cvl(Tz_x20}>xWMudb{}ErctqBMTS?{GU$^dmwrZzC*w<&pQ zO2(T@Hys&6iH>;3?g~eFi*HrG4f8N^ir@wX+*NWC!lb06c)E_|Ye%ZrvJy@N6P9`0yWlZtbU!0=Yu-%t90bTB zNf5Zuwdn37`4Od{5V00yQhvWIm+~whUwl}H^uF&0d7iAu+GRXy8;g);`}bOa9jTNW zJb%1he7vYxWI-Jn9ffK}s4|4DudiohWE_F*umCua(|qcEkygXiPJYoAxDA1wZVqh% ztjPde4`yUPKH$2NhCQpAm2r0FVT#@THVdEtBVnt98oXhiL$hJ7%VN^`=Jk`lCKbR7U)#tj(7Fl#T^GK-1KL>*SH%dh{nzYr?3LK`=DEboC;8}{L)IByWvI_!1=K%~85QmYS*Ypxjp#&F$zeekaU z#5jEa1)z%;gMTei5J#2xel14D|$#>ZO?WOTdxe4rScQVXjcj9=jY={-yn;N+;Y>#HM8TLjQ zxw>JRG=QXJ!n}uChd@M}v$6Ct-s<70PM6Vw z+xTa%K!xOWcXuad0YEn5i_EO7FP}dB_tg_{3jn$dmTEGRAsH1L%Qfe?H#JOEBrc-X zL}n*7rKTd%ssdQA^y_fC-#uxVKLCQ+47xF3eyD^(s;Y$a%7x}%PkU%nF^~`l*uVZKkUD8u z1#E$6UL@mwmVdjf&9uX4p3NEyiJ<m++PdZtvM(gLm;x&T+z`T>0#X=;)5U=`uoo7klBvSxBCRW+1s39Ab-P?=P_Tn!#A!@s9*`Gz}Rk83S@(Pwe{H<^6l)}eEVUY^WH>BXYs}h?WJZfpizRlMB z6S2sv;fZ?BXTI}ELBA}Jp3ne(3B?K9;^AupWmO(Jn**`grdh4#u(!-ltjCwXVIBsd ziaLYnCImThT2RSPSoBeo)6@=U48h9qhQ1?_4YsE7v0uz#D1rdY4y6blAd?6y-7&?| z91f{ue)QnwIWB^?o?WU7aGbet_=XwIDGUZf=w>X`(YF*ZDLH7k;D1=h)_H-U&Jr>E z$ijdy9vHyR2$HAgt{`m9>}if&xm72H4DG8Q4P4^THlV|?q5rJL_Wvuxlm=?Q0I*Tt z28(OMyI;!h{jWMB1)e>5I`lUg@xAFWwT46I?@v**6eDY3X;cLO5-aE#>@cm|18AXO zY(WO=v0YBpaaHhPvr&a_&PUAfEGUD~wXltb^7Dg% zPs!bVlXE!>f|w@Xpgl1BolOuI4T<&DmcH4`%`+^ydHde1i^YhwNMUz6YY$vHL+Mt|9t|A0V%XvWnJL zKMO>h7%1PGFC zmlWFE0Aa@E~u^OUo;l4ZWoa~i~Jzeay{qv@SHqHRwQE` zI>WlkhTlmtK&BlX2Nj1txMp-x3FvSrY(pu&1E$lraG;(h2U=lL1qB$x!*r%4+IOYL zKS+QMOA(VI{ub`}$|QIm_bCdLI#}SiM=bB-)LUb`h29;2Lz)!SmUUS9l4EzYMqPyo z>bED^4+CwaQu@JY5&aqJbd!g}9IVBR7Aq z*J5J!Pv@F=$QWDktMKYAwd!qKwUnO*2b6zLZFW(2RE=)t0DRJ|8bLm3pC6hL}BHIr$L( z=!`=7hO8``jX9+09RdirjGKAc@m+RjrL_YE z#b1ADaVXR&L`oLZk{Sv)m>Ug(Ge&M_Z@7C)VqUf+*~I$)7QzglfZWT>4-R$5<=jH@ zX_B(ZMkp*1ob$o->lP%_XQxNj0|Uz6K$C7*Fuyj|mt7Fpyn}bTirj48p)UQ36sF<) zp$`vi02w;>#EtyZvYW1#Py9+IU7BD}^$}X#1kbV@S7#%-KQAUiH3#i8v63e{?(dHd z`?;=iW|*h?&Hr+t%>%)diB{mz%4MMmjhypLRVxf>-@bUpY1R(#AJvBV){LqambZpe z$=v3yRe-E2{_nxR^9kaTqSSOHg$);kel2DBr0}n5wkQgDZ>M6I}l)7G*KzbOdZCSFlGo!#-4s4|l000-po@4;*Um5ihFj7^L$+ln1jJf0>Y zx+$=sc?pPK+5u#x(jF+%-vmg)Jc1iB#hJf85imPlr85uNyWTQ1%fqTvAGUGCx7Vj7)073pXwIVUATw5wuvzaOgxxk&+(>n<= z%jFtx-WVmEbY*QopS`^UvB!FH1?~u3(L-D}#NP!4KR@_9eQP$sFvx$Y0W!w;7$$L% znYhDB++XTymCA?OGVZvS9{0+m*OH?Ynh0t4<6@X)>dNgN3Pqmzl(ac}8Qn7~T;s5jdw zJ`T>3?Y0I9=5!T^TW+a|;{MtNSH~@tlg_lROt8*byOK3DgPAig8h1R*Ycxhu7_D4N ze|sSIHn>Rhd5Wgj{fqp4F;_9TpJvny4Je1x(&o>vT+`uDx1O;;n{8scBa53oFlUya~Xvy+H1PNc%V?}NIx=lL(I0%!4nlBy3KF1BTpw{YjAZsw;^ShjV-L`#^ z(6!pK?h}JE%_2$)>ygI&YVL``{KnF{|Oj&$<+5 z<%$3D^B2M>PIk}k(HJ?!BI4tFcs7&TpkKP|Bq2Z(_;U~c?1gzQ&`318{IgQiKG~J@ zbfQ*mRg1Tm9u8>Z=h0`@=f+)Qv2fU)4JAohn%KhX#Q;tHPfxhHsNsUhu`U@lkXLd}??|7(Q5DTHqXh07XlMLXRveEtaq#axCS3*KBSZXWCMFFE#N-CO?!lL=Y z+qQ8rUR=$b0p_R6Vm3g<8Rafz?;C9PMQdf%(-BVRM1lFar8rVPE~W{uP^rL|!-a-; zb`vaZk85hc4%Tql&SX$451^fO?CxO`D}l zzySEJ2?<0{8L+al!u@!6Dy$k2Q2yj!{d`E(x!i0NqT}B4kyPD|7KZOo6QOH@e>#~M z3FCeY%S_^<5{Oy{jvG|f2pZrL9&jqQMzhhCH63t4y^<#E&+2w%4bfIzF7|p7ILy@Y zfB|+)SoLL3$xD7L2-Y0ujjOeN>G1tss0`s?s;l(ceU)C%v}GIa=IVF4O0mAyK)`4< zD}iwXx-%fgbmn~iqf+O{n4RkJ&Z8+6FlI{Ju5F>gH35;~%R0bOqt!K9zVSMSzuZlq z(QaA8RhB=XUuRLavfRC8NnxcgYQlJl*LYxrKF61+PS*7Ce}kmWlT z=?o>25)*rx>UQ!RSlAPt&Yy%3?}Jeh*q0E9h&zlmAP>#x6t%ky+MW7b@k2x$S^g=X z4`pkQ-4M+uMU%8q-Eryq52K9%0WW{z?ZWjB4Q0Dt9>DCk{)6*x`yeJJ*7nffFO7_X zq7I4Uheto-a##J6cb#3wV>h>|iuI`e9X(MGb`sVZ#fD`e*N0DIo$C(26Up3CP}u%b zV}Lz<0>>aYu!62rqQVk?kyLehnkq_l2W9x@tFkYZ=pP5-yZmPt+kFFhZwAuy>uCMp zhWHbtU+Jt&MfMRoG)~;&V)Cdky5Jsx;^{r;0O`(ZY)pZur|s=ar80n^&!`Fxm37gA zUI!EdKQ=1ri*=vEl+WvZTIjN2#d~G1mE8BKT8VUK?1ler(;H6{y(tLnp!uBG`NtCq@{@$Yk^(%}E;W7^je zST(5DV_e<<9}VtSfmKATPWSAQ(R|u1THb13tuDOeN6YrBzcgZ~bDXj6x{Y%w%5n#s zcLhc~Sc4WbndjYG<75XsSR{>1dS#`f962VYbn-h~e_>jOVBbjKU<>9;qGKx;Wo#_q z;)gYBPPe8-;{L*-@YJ2|f9QlQUa9lh??w^y+Je~i1FsHgEm~PicQAdFh6x^_({wa>g$V;{^w84Q7cN%(2$jV)BbD~ zo9&uJk}NG?PtCdP{vDf~BvU}6uw4SknbJdbvT~&?b)6o(r8=MdvwrfKT4T+{njxw$ z@)qRzuDIAmlS!VS@=EJ?vILwRM4ThGa0S#kRY1QF#%JDum_@0;p}+|q0JcU)5|14> z;K37HG+l2bUN=473O-y9d7c0yD;yAA5b-tsD_%Ujgcjr`KqeK-WOy)FQ-9J+4`?6P zOIp7JUKWEa$;oJ6xPa-FOsOoyHOx6kVKZer&1358=ATO+UF%->iuTU0$=0Aq`cDt; z2ym2t%cTmSHSxZD(Z9hjCuqI&9x&$W;9dHAdq0YWkq(>=3Cd|`XtZ4bl7g1ou_(lV zljT{*3FX-!fQb1qOq#v1+8)oFL72S)e7!3Gi^&4oJVo_j9UUE- zh1gGm?_I09faZ1U);Kex#z!jmCo$k|#dfXx-lYJv z*I2KHaIsn~)Z;anI{p8mReD2=BU)>UI4m~}D7nYVBlLx2Tx2{JMbTahfKPl~qqKtM zKId7a3E4b*2_CV04M1<4cmGy#-yO9P3VOJ;)ix7zS*`(0Dg$^F-otvkCQ`HY-e?>g z9P6`T*FpS~+j}>FFG8&g5TpCbO#q-fMCVU7Ha8;^5|9yS)3r+UME`WnyGI`#a5fo0 z{4EEp+U}OTzeR>?^>*F)(;q$>h|`drvU5tUUMkpx|KQS+g)Q9#lGYmh6M5Ez9vlmx zd1gw*+U{3O+5)y0Xgb2sfWI1(msdQ?uN8mdjb01k~|8 zfRf-xmbfw~y@>linPg~RCQq-(g<-Za?R?6XU)4fiPmkx)1>EIf+59HTpLj>(cS?z= zam15+{Lu}O$%k){?S~JyMdrNVbkGCi>et|oBt!GVPfFX={RI#HP;Wl^W66rSZ(&f(FtLPcEAx$lB;g-L z-t6Ld*^UDGsTM&fjP=(akA#X7E%P&^y0&5%J_Auf#a~&@-=g&rW-|Dtv+_QhDaKp# z%MLguq?TqBlx0ja#)%=jByM-9OV=LqWCa~0 zf9c`?zTpk(EA|>MOr4F0cvw=5E#Yu@Wy1`?Q$AjLr{%7m>{y$Y?x}y17eJFo-s+4# zGiO)`Xj@rJDj2>sKi&2w;4BDfKR9BuAet(;C8fXv&Nv&C|1t+@%%o42GTH@y5tLop zT51&q;*+5l9^ZBe#=bpz4doCc5m41G>0WY=60@)2*I}?cC#(N1^Y>`q zHMN6=zBChUuu|x1mpyk|Tl$%fM60U(N9kEJPhAg$$0XvUi}j6J`mLzKa}NOPKoui< z{P=Z#{9~INY_R8w?RIC%b-PEz)NJ78LUsi415t_;OJIQSzXt=s);sapK&w)yJ(=8L z6sc>)bn!&X$~BWTjZZH6O@PgTyF)S1A3^9mu@Zwgk1zbH;JEABw2SXn(ih&tHu#9Z z0;1UZxDV|$ugEE|pfcXJ8#M2Dsy}d<-dEU%?sWWq;d5zP=H!98SQOk&x@~-8Uj`li za|oW{F#ugY$DKD^FoJkTYEJdl$j5pP8ZD1E-1~j0g$(O)3-2yLJ5Usm)!HwGn>WtO ziTJNiW5Nv%n~VELFHKJ;=A43%3#hVO;@ylh{tf#U8ulw_)cIrn>~vxfsLEIgHzg%e zMNePglD20Uyv|C-8`gj6w?qy&*X|GWxpd3>hl@1X6#h9#T*mgb#lwI_kxeSwsce>| z+=N_s+qaPK4f2upFxbl$2X8hU+gY`b3upjH)jOl%>*3L=c<|lp6ji zH#M~A-#7}mM@{>W`kKq{3XF(19UBXVA9mhg4-F#A-k$jPNfFxUnIq-lV1~Ox&=|18|M*o2&D)OTzYWTuBMq#mT6)Lt;8$Jxv#sZe{(+M@QJnk9G$(~!3fAf z{Asgjv614qFQRM<8~Hfde*orS5rk3PZ=hfG{O!)H&WgL_YD915At`FVE0c@3KCGRt z7QhlW;4dS6YduBbu|5nMfEBXFnPH4 zNLVBz`rncwl;g#ti-N*D?vUjE`m>80%Xaf+>ONM{Q>gMS{^&7hanFiHsG5%ejH>in74)r^QmCTi-wvd6fFG9FxQ*L!_ zT>1`$9!W|4)qXH6DdB{6?sE(ILejp{f)h2VmpY)o<>%8IRDfkYK+DozKfRsWo(|-1 z9aOH-E=l_e?`TK0Y5zb8^MjKckj@%3-pGL?wYq-Wu@$zPdxz}q zyB!rRy&=1l$xjz9WrOO|ZaC-+#dhG&*A&(;bVHksO5T1u*8qP%vqxLYDHpifT|VBX zBk&81lx5cMr!GljQU&SbFUY5T`J@UlWL3l&Qq+cqV%%?0@KEj+oAj=2{=ge6@Q3l4 zx9SF8C5r<)nt)o;i4-OkBjv+|%NdEvdisfX7k&f6aOj{V>HzombZ?{$fk;?$1$Hm@ z2GX|xdT@?D5M$x}QEOOz5MTYdR=UM7pvY=z-oJqvXFU)m4zwqAMdajGTB{6wJV+uS zSqT#T*RULf1Y56I-^-g5)iAIQZF-!&^2AZX$1;}MC?7OF9>=16yybpcHocT4?$%!S z5+Wywyodq&SpueYyr#n%U#x15@Ds-T*X6kvCY^q9!X6(78=;q-c(nCFz!ZiOJzyO` z%){4tOzFT5xy6ew4^J&pPlbEXMby#>rmwLcj&1pzYdBZ1%;Mh;i1~_=kpO;Lyg-L& zYZ3_SvO}^-O0;-oh+g=O&Tw9lk<4keufKaX5TQ3`xYBP;(9u9TDKQFI3D51Eqn#D5 z^8!i`edZJHINYLdaq;94jE#RT_Yn4sO(t@0OxYIJeF0az0snf!bo=FZ$%`n$rn*(6 zvzESC*10~0%5Vn{XgeD3bIF=J3Wf<7Vc?pe8Po$5*FF8JGOi;CPyKwdLAxZrlve+@$wtcwy%AtO$I z15(BsXgTp8wW)bItYV7zBl^-f@q*koTn8u(iB9id^ z$!`gQx2QfEa!dkEVXxH{+Ah8|disB{qI-@>a((lo1UBcS&Le(q{UhfKNP{3OS~p`% z{o@CR4-gs(C&*mnLg>|9!L^iMGQ8T2Y+3gi8`Ko#%Fu)90-uJ!!BX^N0_LmVKAF{Z z-2VEk&63e3@1$NOLL5*2i*M!pkPnow0~Yrj8|)JJ{s4z|PIER?AN(eFOxWn;q&IUy zFcbay&q)2t`&U4OOwcC31D3Px8{2?NQGL#R=h>pUiU^QRynVJe#?Tnpj>9~9ScMHR zXP*Gj&?n~{?l{PT>ZrJvp4I60Ro(uNdtIzMikmB;LZ0{5LnSvY(_CgovpJkg;Or?V~cG+CvSLtkH5J_E4nUL(E_ckCxSic}9rp(z$; zZ_HWERAff9}3Bl<9QXL6iB?V29&kn=j76efdvHtSjwM9E-u2;J= znzcIBl`ITwYd`#MF3D^I$svbn>{r zw5BCkNNK*iAa-x6AV%An3TQ&n7(5VF)L0Z?Vo!YqV?H#R!{KJV%#q%>86C{J)Ghqq z?4X-+Bow$PM;AxEvZ(+Tt^oP3%V;SSZ`UN@=*J z@aJ?O9q68H-%FQZO=)fA^fsVWlw;;{x@y+>&i`2F#V@TZ+JzcJ3cTQrJ8aD7#?Z6x zbE~4f^Sm3F?xw=ETO7!=P#n=i(_88vC%Ys+{`X%|fJC(!U?AL_ZG(=y0ze{O$b8Wa<=sNYJrY4Ol_tvehP%n(=t zzzp!V0_8Y9XWQ3W5g?DuVfbB;WnP3LD8_$-V0fJBHPn;QroHYR`Jyc&TpJS;4tkMF z8q>-rTs*vpq@;e(q}2JGHt9W}4M|E$LfvstHww({@&57*w4p<-h)zd30ss~re7DPB zYi9?Zf?EO@()z`$Rd#VPM&kaZf6xE7^Mq+2n})F{tI+TK$L`z2ev#R9;>yM25l^RV zmnX1I0_KyID|!iOg&S;4ICoEB;(fTgOn?PJFJypI`5yp-N+wXBCKE==-`(F2y-5Pb zpkDbC@W0r71-&pS#g>kpQ~)_iAT|5{FoCe%KrQil_@I9+q;;`AZ1P05V;^?L&=?~A zz%I5dCn7>*atg0wo&$CfcI4373L^F4Mcl!%X zu8WNTjv=XOj-H}Ugpq~-%mMMvRU6~#f5AA$TjJm849?3&c~&j4E9?)89-w`8&*}#f)Cp>@O#9?F)t%yA1=FT!9ij=+ZKs zsRm%_h!H5Q@?ds-5#Kcw{ z>uLZ78PB5o1Q5QeHJG563;>=}>r#sk9Aq9_}u2`8v?1VYd-)U?e1x==Lo*Ktk$kdwre7Ea(4K+Ia^>)pTimFaS!B%%B9xDmo-V zK#~MOaz>I86hx5>l0gZQ5hY0wK?KPH5(I{fgOVgC2M~}PB}>|KefO*ScB{VqXQ`s7 z(wW=$_H>^zxV(pB)cBg(kq0Q7D;sAN4YlfsKW4j8%j?Q> zC~%j!D_orEs6zX0kf)zkGaEHn>B2f)#aH>u(;tF3@zQ@Qjv6!pH4>;B*d+f&)4&AB z$vYM<D!9APdb&2#=4YZ`>zfE_@DI?SRytdRgTWIe}pO%}%r1Q8zL&q_wm@~pEmGPzAm={p!q zejIvhp|BHc%@0RgKCvDsdBg0692u~feO?}NkNLtIP^oD9)gz)FPo7mkE+AO{lh`E| z)*U+7rhJkSauI?J!RoA0tHFvFpOnLK#)XNOeSKtTnI zFE&v6yvW9*lE6wOSY}%xT{NWht?R5zX8C-Gt>RDKy{#NM-ba#(`xTy%ciF8=!Pxkp z-Uoem2JOYXOB2sg^wJ?2wJp zpg3aQ$=~N(=Z`SLIyYFtw-EO0yC({3;s7mI5tl9-g!Zui$ z?{2&{rd+2duT%eZ|KPU)WJo%CgoRt}ZKUJ`VNkuHh0mEHCvVMRaWQNSXVa)P8avbB z71CRQo?l2S7C;}Szmqk24`cEgj7e5dA#J3JM}}7LzU^9q0$XPA2rDmf?5=6ksS^xD7 zHT6GtW<{BXk>)U7yu88ZHGQSt>@JZ=DB;>~7H0M@)ppYfZ#!3CiubA+zamJ@7)e17!)56W4AewT&?GgoBsM+7 zO;Q|3{DZ2AU)p^oo})c!q#M86;Uepi%9>na5`1og?%-20F1IIjDNsdaOyB(yBWO2O z(HPnEaJ1xuowc?7>vD3Yx_hT}VN3GYJe8P`l@r&)lGq@yPHKOWPd8Ig;Gw{^aHbnU z*QraaJ73e^;oUi?PrF+s5g-rY@ix>3tYz%HYZCcaj3ckPlA+ez>G|hk9*HimvIm!Q zoBc7Mzk8ly@nGQx!^EVl4%FrXIH3=@#y9(%w!#^_jIW(EU*OZ_c1Zt4{^ekfL#(Q5 zytsMU1q$7!tIFzjyFdlusD@d`n0{2S^G0fa(lN)p_83XU@0*SXMZRVl+XeTUoa-4V z`#xaJPU!C;F0xv^g+g&?Nl_5)PE-+0NAwc=*G6-zsm-zDE`m+I*Y%A>UPLaF-;=X4 zE4eCJ)VUB?ED#)en*5*=&w9}W@NXcsZ@IDKr7ApAeKqcPMQ8nK&D|_MpE|M)(aVuK zR)p4?3~~wE)!6+*DA1x980z~Zua2d{!-c{d35ZXSVtn`Ar)kyvDlVopX3Gq zEt8m>3zw)sephS_Ev<$wZSrKHEKzU-naKg5=U_e-kJXIEG|qJz-*Q+~Fg>pDv&h)D zmuX|+wO=3O4O{}IX=MBI#KQVX-VJ-PG|wlBO2@)D19+u@0LBdyp_ZM34}Hyw*{SSq z6r~a2rt2S_9}Ow=CIM3EFJXxlNUx%>a60Oh6!~$E_=NtpqOyNW%l8^WSYT6OYq?9d zP)=t*JUQ@k!RH*KDUVpts?g8%gbscL z%CX-(ww}9>nRgEh(aSQcMss&Oj=$>MV=s8X^UH;k<9fGZ)O-LeE;A%se?%F-=bz)? zmJJv+fr+U!$D=ewU;HFiU@`h!i|YYXGKFS$Qc=pv&+3xM2Ko<~=>_5B9cme3*UcMb zZk+<>-gA$h9{-vB5SaOv@W4{*b?4SUZzu7bs&HgA<;tBkT$XrpIeQHwUZVv?F*Sa? zqH~6Z$>WB}Q{?NG_oR)JgFIobKZe=?0XR(1l9PJio_l)XV~mT1&hR}9(-2G8SGkaK zilk;W%QiE)B^~;Xz zQ#)i*&2Xr1Wa1n?FXOFC%2_im>H`acvvY75+jU=?2H@Mz}R>Uh^~N?9}}lBzVmio zT7o2vnuO9yqYswPuIX1kQ6a2bC`{|tS9_L!JX$EF&KAzF#_bE+=^7@GIN%5Gjd<35 z>5Jq6%{q^zxg4GUaRA>4ux$|*eBM7{(?33vmQ!%7u$EB&Jc-p~BCVJ0&a)_fepVj> zXj&D@X2V!2buwR{KL(?`-o%XtsOb7I@yOD=?_=>MOr$sJu$K(hu;8QOaC` zJ#sS7{`NE!h+|w^wRKx#)ulQ|0(*$%mX2{Jw3eV59mob!TrPzyOX%C9gKlWLu+}`} zW=b!f?c$8=)%iFgyK@W}M~NZF-hR3c8rcH(t^1>G-YDM{ znOirB=7Chk)xe^h8foCXLK88MAw2e{bD(P)Xm^hoC{ukeX~`q!pIv-<_rB{eVCL=TF2(` zCco@Uf$R$f(|;(fy7>9a((=vFIs^LJ#&-hC`|D^KZq;H^<_1cScd22Spu#LZdro~g z&%@Wx=}dz+*JPkozPG@{tVvv0rOK+Y>H@C$DKxD@4uneE!)>GW#+PcDHT^LcP8E znz~Ee8Vhyz)zj=e7!8=r6+_D@(|jScP-Sk=UU+;He79o@M?a%uUuB0J2&4BOnlS1) za9$&=^0Q@nxq9;9#oQ~IWi^q~`NwmmqE+<884UO{xJN=l2wq+6Eky8wpMdn$M{
&yr#4wdcky)a$%pUeCO$t~ODOX=B;TX1AQUm*Ykp|l>O_p3Q7&S~%YtBa9F6r?_z!dhXNU%%^T95>9Y z<%}$X1vn=PL+X_{Y|BG>b%G=Ma+r`tAw!eFfH8BAo9FYU)V3zYUaINpy21;stD!uE z;pQzZDich%61@0(2SkcSRGYG7w5TeK&rZ|AjMsn}Po>;%H~FhM%%FOcy6iO_QM^sq z$zyacNsj7t4+_V7*FAoQ+fNooHq7u-(w@9!;2Go&ANthz1(Z_Qj-?ZZ_p)JIItzVC z^G?8@gvIeld~V5ZJ_lV&r;x(k_RsWNxSOQ3%z~vSc&BH(IYrtY^&~@9&GuY{KqIjk z_zTsmYgv~Es}tHcQ#EFWX?_${&0tLHHM>(uBkxQ9L17r3FXOevCUQ$P3V%&I?*`+9vmq^`*|P>JxQ zO&|^Ca66vI>8+S673XuyAMM^-w4wO5!Df*7#IrrDZau3>7J?h_t;GNBPUPsd_%4Vr z-5h>Wjoz(FD2+|k_+@y?Qflzjs9$h5bH+~OyLiv@>>kXml(;92)+H82CuCFb%++oH zy4qP^er)&(DxDek=W_M8vh%uIl}X~)mUEi(Fn7aorHq$d>V5f(>V@NeV>sNSvf>|6 zWNn|7Inwr^TCz7SCwgx8E`2LNJc%r?U!#T%D40X41bl5Lj}b1EO_!MW=;_(DTAGY< z>BaioG-%Tb{%}&T-hCJ4B+qrL57*Tyksug}ZdiN1&DFKUA?C62HY-*Hdf1TnWSuJv zu9gm-`$IuCHTcB#FVFIAcv`u};#EIe^GMFa z(FLuEcSR%qX6iR!BbV`53uQxum?r<22#?v~zXh2L-HW$;HG@}T7;x(MBo4=Ha3dKU>(jvHG>1B`X!(>_P17if|RGe1;5pm$yzbVmRmaiJeh6?G0(B zec$Yigs-Q^OnICal#ixU7mieme0loHY>sKVN1Pk3#~rjaFEc=Xs_Eu+zNEfbZirvY4U#Cy&0cMBkc&+H`sL88sQ`=^bw2y?x)=Q$ zn~^RyP6zMSz6_&n`cgu2I?s2!ypdDF&QLVB@pZOo4O`V+jxy1rwR=vFadUU3xm( zzK;}$iXzIgGBThNRo=Px?cC6=`K`M-03>tH7WBfzF1L_t5M8$6J$6e) z1;`%&dK!D+`A;EeuR02Ei?bat273-$cUj=$GjH21Clf3p&AQU%$wuHwpq7IOg<11d z;PM&n@QU+wz<@#u8;DhIyzXh+8;K;uZ3SdDjd<8>fi$8)40XrxD<=&d9fBHzY8J3) zdBJ=*w$K1PTFU4xj=UKHah*g3MY!ft*Y*>1>hZticF$yijgyV0mT9{tdA_!77E0jt=TYbTs7z61b+Mb#-*cU8`hGZYn-tu9F3y8$t`_ z;v#(Ybt89)kQ7}9f;SiGD6G`>E>^g<^k`sf>Cs+ix%*#AFwm$J!a7r&`Fx{P*F^S4 zYOuD2;8yeeE^%f_eLeIG| zx>aS0FxPIO#h8gkm!%J}NB`DPVB;F`z?)ipgWy)#M<`_pwR-y$w%aWom3r?D`|xdE zd!CsyDa~T#J92GvP2`0I&1o^_{F&R*dlJl#*Gf(&X2wnbSsqMv6=PmX4f6Zt_h2`< zUmo|)rEBehiLSFzD7lO(K*}b=xBr_oQC1a174T~Ldd#<^>An;yY}{!QetY{vsYZ( zr1FE^H2P2?$W?fy&PgauT7a#fY^>&_6i8*KyUYbS$M zG9?h64I}V(ZDgO5pFA%q`6ih7;HXN-4JzS?!%$OGGY!L;*EcXQx#8+o^j(z^~rsJR8a|7_6Z zRCqrMoir18jgYYz_)JltJAah+Z6sAzf-dQr9haC`B62No2P9heWR{w4E~#r*Uvu>Y zfnCMaOXbAR6I)9fQ3_gGRKPXn5EOg`tp=T8Q3C-nS-P>wI}mm59z5Jw?!LcIdxuX`)C zou90GZkJf9D#wl$FwPf!C@h@uJ=$YYmpZr#!Oh}lLm-IYK62ibsp_U#AtNqOt#Y2z z>JVRVi@Q*T7wetWG&KB%xTE{?jUWu0&2_&=WPew7sTy9f7N7B3>$tvhbyygLq82|Y z9LQ?-4t&@pB=8B6-j!zPAc(k6&`|fjD&{hOkAs5)jfrnf5V)_T9EZ1MYFpcR4;^|I zK2k?PJqBj->D!>p?L}(DXSX_&MSBuNoh-w8M@E^xc}{|%LC;W#w7+ax}H4F`v&Qpwo z`Zdd{^G({N&n6?OlSN5EzDZ+;j8Wm?q;QlII`@ah%&=TRI=~kE^6n%r=W8F5(L5T6QyNO_MG5&i46ho zaVOg!3o=6_f)4!#R)Oh1TtxD&)1}O8(ngs1ng$s6k?_0|c9$Dg&l9KAZ-=fa! zwR!`7>owvj^{$?{yvNDUPZ`!+JV0dm&)USAbIEJY?Gv*YU4GaYGo|kPV|# z8$T#5KbRSvr!a+uDlt#+1ca?KOkw|uVpzB!*(DyHUC=k5_37;BKmcw{INU36l>Eol zi$V|Y^FJHB8Td!wp0xx3y=_pQcu+9*d`CEpd;)@kz<0MKWfb|o^ShN-R^R@5)?}B* z?Cnn&h>~!(BliSI^DB^ErBZVy|9^gqKmfML0_QmDJ`-3;ijX#9rR6vlW8>p3(1c*8 zPXo8qKa>urJTZ_Fgeea04AdUVgE}}kJe-4-^(o+8wRLs-9uT`N^yeq2WMXXrysp(a z=>@)hQYNvOmKH@&uU7mFItS;7r`yA*{?;kjsOVgmhMV8V-}wdtaVtOx)PZXK8)(4m zc!_Sn8wN`s={GKo*wu1E8xSZ7{6It>4aCM2#8xfzsDBkuqraQ!?*brwN2B^O$W_u= zO@RP4=Cw|SV{{@lDz|;FouwABg+%A#Vu4ZbZT!s<5aT0Uc;sXe)*he)AdGczDQS3a55urwFw6QY z>oZbEuVKCcc_Da+k&({;>j8I|X9jprvLz6tQ4qgKNl^uqV$wk=ST8Pt8t)Vdfc^tX z=!+pb(Ote>hX4=3DboD=SL^oB;Zq`J#ENC!97@~N)O6LRFfVT^@lgSEqV3>rrk^n>@EoYXMloB zexna6F0%Abp|X0r#!Iv(Q+0Bou-0;KYpEK@nvhg23*D=-#fxDeiXqZtkL_huQ1OBi z95|gQ`@N;|61e3rQ7oM~y19eZ?t&}W?KhZXa2_EKqMU|jt-mH9tRNtW46v5`fL=$? z6@nci?=-6lYY!9W=N~e=jT3Ztcb~PTH?}80DKNWpqm#BVaYfevETJ%bYY6I=yqa8rjOnxg0x4C~ An*aa+ diff --git a/master/_images/sphx_glr_01-vector-add_thumb.png b/master/_images/sphx_glr_01-vector-add_thumb.png index 8c069a37ff517a5593715f508db935ceaa6490cf..a38ac437517e9fe122c5ac2aee646a0417d65197 100644 GIT binary patch literal 15945 zcmd6O^;g!-7cGLMq=2M!Bi$k0Ac%A~BHdlm9RkuK58W*dQqmwL-QC@F=Xt+B-F5$g z>sl;b@~N3Qb7r5t_X+=~D2;|fhynuxgC;8@@d*azMI89SM?wJqiZ%<#j+wz|lalW+mgD-gI?&)6N{xNMu8o}aE@u{#|vjGAsOUBBn}JYs<( znGMH(K}8;f=_@-CPy0on83p{iHSlE^rdSwyJPei?(ir(`GBG4_ehF9!Byx#R8Gj`5 zpdCzPOmN*>iWd|?m=JL)kswSl=dk}@Z@RF=`Q;V{3`JTlF0P%+JKN`u{Y%f&Tkr0kp6u!Cy>6y(|n{8}ttT^+J?KMrq<$InD*16qNj>Fy%`=Tov{hAALBYXe z3kyRf6>V}^LOu-}-{g6pAI`O!U6};jj!egMWuu7szO}Rn78e)Ov9QoGGsjFQ3F{rI zVMBV)ZUh@znRSKmm@8ggj|#sf!9!2RPVSXAcSgwm+F_YoOo$wpm6RlEdvwY~$%Mwv z;rIT%kWky>w*Lz_Bovgj4n)$8=cnUm*7RY)%Sjc%s~MAv!}(+|it&kw+qFm*%_e91 z&sjd)N`j{^&$ot64(ICL8MI~aIc-(CpBjT{!{@PGIK^d>z%aU=scf>Yojugl=JjYrUdbNPm| zmaiwL@S~HJee>^a)U{Ru`3C1si#iQGuGeJ3IyDGKP5U?B9rnvkuG>jH+D5m#_Al35 zn+XJ5-%aZ}p)n`FYSmY=u%MHbm5n0c2oViLs50$;UEX$QIl{mHE-fwX=4##!L`#Op zR;oglQ0C+Pb&b=uA~NQf2|Y?JpY_ZFcZLv=+CP*lt~V-Us?s((??1#KXt$!xcn@o4 zaL-vQYQJMno6o47&1`tD_%XxqbR9H|eio?@&P_lAE7k^d5~?ZF|9 z!5gEn8lxjo(UD;~`C~c7VX26~h)Pjz{e~Hmg4+^-lgf;Dc$}De;wX}X-T2J$xs&wC z-g}UDZmA{$f=T?KQZs$%TCXJV7x%irY`1FG8fM0tn}UMk#9c6D*nFj6U#RK6juDcq z^1Hxa>GY#b5oJYj;#$Zj%S>uc&q4a~3aSc7#MyV0xkSQ~y^e7_-BtWVGKD5XG1!1` z)`Hh&=(K#S-wJ=qP(Ub<*d#EGktiqerBpxi#*>?Oin&Mx?IIzMV;jO`zTqVNYbknv zt`xnsJ%|2O#3%MB2D<^%`m_W0GiSk;M<@#;Yt&7qf-!k87(#b(yqtBt>_=KNJJf?` zFyu7)z84zkHJ>pw41Bm4HOj3qh+}&x*FC~*a~g`n1MZAV<=%ccvaG&7{;Z_Nw)u}j zoAbV^>7bS?wF4_m^fMI$XG+jdoKI*4Y~=h&zS%{nVbPTD*@6mLvA-fvB9y&oRhRZB zfkicB_2(8j@5~I6h^eV*a*MCBGFE(i{LZB( z*i87WhA{dS$pHbd=v??NW#G8L`Pz?4_ox761(pfs!2oZf^WfKQwvE*NBqjdY%eX`(>G zRZS{>*AtI}C7<I{J zVc-x@VSJm=sn36M9INCj@NKXmk{~`mn+l2;8?S}GQwuXOuJJ0ev@z`Yb!l2(YW~5O zd-J;<{zbcKlt6zMfQ3q9!L_ElhUU&UAAeeSaO7k>L%?h})Vv z1)Fs^GXx=B+DhNMX59h(df+PH+4>_T1wTrP z(!lSLOGD2Ex8R2-gMjP7%KdRWt*~&GJac2vE0&hH>T33XrCLriFv|Nv1lnb90y};a z*|l_pVNs^=I#5tkQ>&_~#>K~ry1Vm6M@RD#qgz^8$to#HE90D5>%E-S>HGt~ z2s=Bw`+77_VPPRSHH}#DD>dIqNJ_rI#KIDFa^g@gNdiNGfj}U1@7`G(NST;Wo^Ov9 zl$Avfr}Lbz1Y(d})g9Ohyh+|{*yAElc!~JnX;>$lK=UFlA)(7-J5zeO&BtRSUOFr~ zI>*io`jrA-$bHfU(wzjrASd8$92#R;_qP&h85hHs#!Q5bo7#fl(y}wK( z9(nyX-`z+3Pe&Ha~H`<|T|0(?d$z0-Rzj3wWD8xrpm(Gc{v z18?0HI<5}qcjxO_%*@P8&CHb5)Ot4h6TVnm=QcGF`h!GZY-~K2j73N|P^wh}G>*fu|5U)4f>msJy4y!3U=ITO z2P8P&>jfvR277X^tAp&8mJAg|zTk}w)2-ojX>oD5bRN4c5b4$iA^H`x^z_L7DJdzG zF{Ca_{^$6Pk8v?>DjHK`Od$IK93 z1hChgwnxkWxZvdCI*s*v2n3(@Eg=CJ6*c$gPk#aqb4)@)Id%0n7=kA-U;`K~wRq&_ z=aaa4AR;gbW~BVYHx4k4;ce$=&}9}R!APK0G6yKFwyv(qVO{En`x>$k*wI(_)mff< zMS|x;9ETb|l+wA;z=<`z44y3ESYOU#-dE}>^$*AA#{}fvE+h;t zOj}gSxdptyk)N)05Tdhv7-S@*l_8GNhpCIP9BB^Ei)@n=78~2J!!ouQw zuh;ta(hmhsW`(uBowJ;z^0KU3|KMNO3dy5^Sm@$kzUYRhCBDkY#FUmtP|4j#P!Sw6 zWtDspr&66|mAu>?lXj@fvEgbSBOI73q|A%^Dnd!zTShQ`ONLK350*ed8EG}k`(*B# zG4=kEDaEI%#qlaVCY&gJ@V$q1wKr56+X_b&(P$Xov&RXf_=-Eg-p zKfl+Ydfz#$!a_~6BpR8Mlz5^F8B(@Prt>TWH-Y1JZ_jdXe_yRxuC<1EXB8KpuIs}E z&9U862w#b9_d2`d^4}g^R#z&cv9bn1eFO<~vTnNVuI})OR$;E#gfR;$ZtgcFQ*%p_ zznaE2}t;(g)yFmrO*$=KdNFAUYJUtC5o%B1?^vE zaZBZ3<%|`&5{MDk1r!t7-t8#1(LV$U=PvbA!qMTHTi0CrmwG_3^I07S@gP zW}J?0dK381A5#B%YFg1z;x(J7kDs5Ym@_-56dz{h78@6CPSFy%G#sWYZ!-igaEQ@a zY@>r4-0>dob6;c4a7cZ^T#O~|eBFuRA$W42A)j5vGwdG#R=C0Qd;Xuy&Wu3_%{1?mZC(hc(ExxS8uw5IWO#U@@GCH40;p7az z5R#Q~NAjZt1DeeLeQwa&TinUhXfhL-+uJ>1@ug?gmEFvp0r~w#$Y;nlv>=y^fF&(m z9$9X0k5yT#*k}4q_;6ay!6809x{O|io6ZIv75f<#1hVG&J3I-b}T zI1Jml19Tb;*@P2JUnMXpxb8kE>E{d{4vX!xR*ygU#7Svr-X%6|ssBOUkv4WtnWIKI zZ3e~tjWIDW+ zg}o$MGKFc2V%oW4TC2TV%-Dp%7ep%WQ3vCeuysT;Cqb^Mfo*i(e>=M{9(wPyV&csjU7HX2_v^@ovy3 zVeOywo2*AR>`#GsGPMHJnhB?Fw}m4zJS&1%G#QnNJ;pSGdMUn3ZE@t-nKc~ zA7+=CUh!QPq|(O#-rNKRl*dVuC3JNM=Bx0_m~WYBhb2e1rvlO6?+j zzL7>nfU|2kMF0gF6t$P?x27#D=&F}$ex0)1Y~21~a(%Q|s@Hr~IXGdlv1c&m5y3!Y zVNruch$G`u68wzwZewARk=JcQrcNFkB7fuJ?|r+Oys^D~zLjow*7=I%@4tUizP>_G z3Is4UP+|daS~XtRwu%CWoRFNHRCY6z+1c5{!4uC`fL#EOqoAXc9u&5NqgbE3@TeA) z2FGRrdy{L3TUJi^#DB>Qeb3;{C3z_r1C*R#Za!eQZM{_gWj!09SRh{UTx4CQ9yz_= z115dyDKVHo6TM=3zAfte_cuShj`*~7boxg|%nxR&ic2GRw9W=CtN8W0gF{uO7P`-T zA{%(ul@$8$3thj6ITN(oeg%^Y`ya~b*}r^^gCij)heE_-+r8^tZ8goz&cPuoFK;sV zovC5b_LuGAz)#UYfNBW{`qyKHN90*ryTN$v8+94V<9CqfteIVt|6!7tN|lVA8!h=c z&~rbrA9C0FKE}L;INe?z`A&S`IlY`Va5^96Nr;R44Xr--oM?1@S+CyhR}>hu`(`+g z%j!ChNhT&II|0a?GiAvKmJFj=Fl%(W$BN7ovhbL6gG0InLwUbna%1|OJ~Ysj8sFb< znM@;*e6}yHNkBj_lqH-6W)9$QfIX?Gs7}rXStjP@=7g9S7$QJb_#;1`22>k!7!Jr| zvxM36J5nWzNPrJ5Q|@OCMf>)CJeKk9Ap%j9MRa}qpiah z_^9yAfv5y@zp7%))^KQ|2xxl4*u#Y;0gsqHjeq04Y#A}{da}@%WyCq~Geb<~l|)$A z2|dc}Jp=0=8vcc+wvFr3Y;&B-eP*vmS8oY;i?1m7R$?hFn^#=XWfGymfGWEwT~R5v zxp%*xoM!7Q!XSqMNa&Q&Ha0c`f)W4+$F_5+%2Qw2a$=yH!j_D8^iCkzi^<1iX>)s*wjWi{dCcdm2#O^!>C%_9j5k&`T3(lAL7dI{ZOUpG;AH|W} zemG`A-;xa80#i&hPgi6^v0yD$FsA%brxOqNnANL0^CI>*2Q1+YHJ~8(Jz7v^gEv#6 zU+lPOd+Rd|UbToCs8G~rdDcN6Q%@x#QK6x!tYlIWjhTRzDW#-nMnY7q?l^tp6&{Q7 z-?V&x8MZTZpvcpB&xnl1{({h3AMNjLjCJM?QS`ajY@H0G66!{_%Y-}U*6 zmV6dh=APec+nPFm`rvNy6Z)#@TzCr4vN>}`c(uzQ#MHkqt_8{U=TAL<+h`r88k{DX zm5|zLnJ~u~J$%4o53uc_?YQt?Xv0}W@Wd@&yq9OuldaT}Qovce1|e}FN6i&I$*qIL zg$S9lsGM1B(W&%zK>loh8m0oC6lM!T0y6E;B)Ea2_SzT)NC7{UQCphVmk;U>R(hN? zuucCJ0f@60Pz%OiQ<6(qGVwU!Li+N=;|c7!%FLiNLi?B=^iVkIZa|;HL;sc)0^Rqu!RD?6%O`oido>wt8rhcS_!^tU@jF zomnqpV%HQ@jZs8AF{48F(1gn+ht;a!Y6Q<;7DAR29ct3#7slM_w|gZOg{7sYf1(ILNw;8IPnZ{`pIiGYwfgSO-AhE3iOE0M=}!S9ly0%U zQOJP_Q_#T|48nm-?08r=4LvH$Th8QQ!2RMfGBO&;6rNc1y}egHxZnVBXs&H(a3Ptx zqOc{t!T%gZ9K3*<{dd54S9yk!XYHQ!7B%G=Pa*BLRP=v_^R3U(0KlrO{r#8z{-lDR4mDG zp>mFltgL8Gyq99+$dtKLb#rc-P=`@V!Xr6p^1GD~(Pu-22ReiT36sBrsZQklkU=;q zK){4!)3Q6PNx+<)o!va$AKzX~C^Z7o9tkz^G*n`HPG2=#pXj%nq>g*e3Kp|MQxeC- z2nEHENPCJsh)&4--Wd#FST=wRVmy?>R%+1xBO`;@eDuc$b90&qh_eeHB(%iVI;XfT zdhZv%{z&FvN}p4s?_^zVW2tH0l{jIGn6qv&Vjst-U?4dA12KfigoJ*Smc9cNM=wM& zGWQYytm%Eq`i3-`l3+jERQcuKsz+HDWUjFZwKH^(u7F7Z^=-@Kn}2}9osf{w9q@Yu z{LXYxCT3dC?JX7-R_(7}u4eQQJi2mQNM-d`ylT>(vYFe#h5|MMxQ{3CNrVN^iS^Q( zgB`QroSdGnF&`$3h>V=A{elfJ5#Wsg5SOCokDWL)(-B2`UaE`p`EDb~fAwM9*qFYg z!bJ61A^;ZdzwfA!hm$CnV6&X06MDKa5fc}ur>D=Ztxb%ILJbHEY_7%`>pGlW?n|Gw zJ2P2-Zt$9sk5VEPOQ?(fONLDlJ_fLxMC{+qZ4n?(Ny^9|0ifmmbh}L#(W&)0^D=!~ zSeF^Er>7@3H`kDp5c=r0wjUjVh$if*Fd&X|A&`KtaEPx73Fp*GC?7tS^mGkcEp65e z!0RU5!fd1c2$@*_y=Tu(&8XLOh%zSIbkPtG7(VUVFtBUX%XPzh*U8z~;-?M#-Zn4# zc5k=dZl&vb?&c*XB~_UXzIi%JZa?{_V|V%+4rAr~wr_Ow^U*?M%lU}Fg4Zz=M!BqN zBm14trLlNWKHFs^aYm+Uah$9`ddz8=*%P~W{)?C1opBhz*K%@l#-*h61tDWMtcDOZ zY^7QK-M<9P&)X}${ppH={QQv9_1^VUcgdVVZR6RaOG^qaE?obiAqBuQPPd_^5B~ulF*1sdJ zu|U`pdZDy3*Sp?pa)!xLP$6E>=`FponydY?;Cp`vRkZy5VF2*$NMSQU_gY#DCG|A~ zik;xYNf$uHgju7Z>LoV93ug86Z0W;500BxV3<%1wu&^sLptk}p)t;9aNK6C_d7;$; ztq-@YI)&Cu>qYeP;gMm#4_($T-2d)#q9)iji#azj3x^9iZ7DzrKe7y$e_9WKv=cl) zyr2D?HM}#HbLuV#mf8V8>4fz3!D_R?hLwOHR8)ST!u#@88FseduR+;&w$Q@VQ?-;|IH{R`W25BrZ$~ z8h5*@jkI^v$-153=d3xFBYl{P_Srcrq-KOa^6BxO!}q~m-}_YZ`#Y^poBBm5XJ^i2 zJy!xWG_;nxy%JrY%PAmPUsMhzc*R^OuvB=Z^SBCj9ejP>*tk$WTs3mwMMgt06@f1J zn#4zH5&pIObX&{kXP@guw?09@v6s~^%}r4w3xCvA8C;%z-#Iy>rOS5ay%6yVCJSQd z!prBP$?ut|o6FE0PImlmtgN;17Os?;QRA~7oHh{7e~wvL)XmC-p-@&SH2`X0%tY2d z%(f(Z>d!vkD?Tn){(faP_ZEE^L46j0h*rOxj@xL2VavcuIO`nS=t#Oaap9q*#7OPK z`R?sbTi0=riGn$CfIuJ8zh!^kiBZAIaK{3EpMjv;eS0^{3qVa!lGZ02aP~ zx6_js6-S@oFc0`QFVs3^PRmG*o}euC7IRG^0S0R^X86eLDVBwU&R9^~1abA!W3Kry z1U{W0?yvOW>);(+07~l5J&t0n%XPaX>HRv13wsObKq$R)rKKES%LDJxlUVu!(Q)9# z`EmPX_IgN5L5?7Bejij2e~oJrW@rdHh|Zb&)sp`W~MVe1T%}w){3+_9N$=X%&u|8KAfTB`1T*3R@W4U=(#l0RUK@6d*VQ1 z-Ld#JBNH7-A;h2x{qRfh;RXzag$3n3BYOj}J9vU|3E%$w-KvC4SmMXOsQ||p61ar4 zdQNX6X-auYefU>?MFXqZ8}pnWG?CG(UyxtIBS2XvSnyGyt_KyJ>tkneOi9JwpY&s0Ws-KdSW$cSz6OgO&%wcLbYkUs>2 ztB3#@_N&t|Alh7r@gWE%GrZYo?;~%e)5{3gn<^qLXDt&-NFd1|}9xXWDp$1B3dATw|DeXz_{#z4 zliqr0ptQ&7=tfWPcWs_l7H`^%Jjty63J|lB% zTORKgKlp8Mvg%$ADTp8li?Q z?xFb8FHY}{FAm9U9y0tija%XXkAv*e7!jf_x1WaeiaqSF0Yr~q-Jn=#zEI2<}28Xp8(;-sdMl$J!*&b zUSKGYY!?CM}QWLYxp3S zG1uf2qEu*fm~#Gfzieqf*Gp?n8hU^G2Gub^l)ULJsGX=S)0qxRifJjjqeQWP7u*`0 zwy)vc49Y68npI}pV?qSZ_Mg51Eb#g9?lMJz21>ZBt*rq?uI2gZ9tRiK0U&~Jsj0}n zBXAjkI)e!1dQARADK|PgRA$-YsEHc-zi{%8AHH|v5Z-3d{mz#z&C-G#?H!E;(K*|% zxBc>kzAFT+%bFXiXRcj(Y5~j4vfuN2z*ayHUw}nUZ@06~PkTv$7pf;gNk~>%dCVxe zVEW!g|4LJGDtfX`GYl0yzc4?BmV4MtCd;A4dv_fl)l!2tXos%-Ng|WY1Odjy#RUrB zfWY;yTyGGnDFHc*h}(Jvdd@F4x#)UqCS^GMAvjoQOo%4p`S$%gf`8X4nScOM#q{9O zVzcar4{AYChL2jML0PX3rxy#61Z5VpQD{Q_1P{x_5Wy4amy zOH}}fptGy%1%L@ZtE#Y)2PN%Klt`s~?k)ggYxjXp~I5I_82SY2>90Z!S)@fA!d>10UR(IA@+k96ou`orN7Zm(z>BIfyYy98wT6$vsOucJ1g$0ty*2%vX%OLahp>EpIC)Ck>*zR>{F*tjvfz}r3rIeNDDl7IsB!Uhv zG*_D>>EUN4_Mp|m`DphNe~MWS$$2^@|KKWameA9N;J|ukoUXh4j;_zD#KoYPL z#L4x(H;K18q+3hj&!!_^wu|&)Fd?t{`7pAcdsL@N#bp3?fQxCQovit^_mCuuZ| z=6B>l5xIEZZ}dnHAN`;2&up)JNqa7GF+6U|Il?0~ni8u=$&rwTiH?qr^*$ORx!X8Mn2jN5%=n&X44@eL+Q_5HBO4_zjQXk3NY860W=G> zsO4d|>!KWbUUeZZsi1UyhHE)fAk8;mSac4?4E+X!b*PT#H~d`I82Q%Y%>rp_*Wcf- zG%w1Nk=JYc)B?o948SF|eDm&(kJ#@P_(^@n;42?w6-iTnukkG8Qo%z>!A>Pv{|iT= z0dD(I4L4;~1G)B=&olQ~v%05LhGo9t zbWUW$D;RUlLdO4sB9AGrrFz#)fBp>Nu`9%0Y25MY`a#vw(x;_)VWjbMT3o`WSXd7A zi}6>9_1|mU=P91*HVt+Jvxf+s@%q0rdYrDR28b<`YVMj$+9%AJp^!HbAjgrELdpWB z>s$XoY$8uU!c5~%=eXDF`w{&`@Ii(bo3>G_MN`~3BPbMeZ3YZogzF!n{_+)J#pm{z z#m$YDZmlS^G{q0T?4!)ARW2$p9ObU34-*Jt;v1%om=F^x5zja&FG{1l@e=9Z!+vfj~mMwMt%|^ixJXmXSy2!nl$eEV4MW!#AiFbF$?u0Yyz$8R;#0eOUlfey>TeT-oKg?QMc5xklaf@7i z2ud6_KUitY@N4g^<;XxKHHLwmVpc;M3zYSDrUZ2H_hXN&TO9+#?HC%)dvn$vXY9}V z8AG>tp8do~FA$gvRhw0TDVOZUT5mC7DGt}6iPJ9nQ}R8oSJ|?%-nOCpZ-pmrQ*OLv z*0?AI)^t(sJWNPQe?d(9$Did>a&>uWvGq2l@?F!`O!KlHCh#5Egx}ECQ&aguYexC9 z`Uz4~02!l+G&V2mU)Z;=HlyB><snD`xe~KwkuwBVbo29v*As`{0UJUP zg1j*j`2(0A+L~D$!ZI7pMH}8PIW0xsneHR{i~7lzn|{1EtFu5uAMfNynb{U(CgDr{ zsvOuC_JN8{27w(%%$f8xS+B@xz(mfwhC3% z`oB@X)2a>vp0|6ASPuLcn~m8*R*u06uNSe>;@S$RSVruQWtd{be<@+9SXg2K3ukO% z!gp9Z;SSWH`E4#9o^v1ynN(>)U6;W6^L}r0ua+>RfaZsPL@*}gejn=vKvH9te*BF; zrz`=@b9g>v&H+Vc5fH=30`i?6`R4fTKR?d>6< zq4k)4^D;mp?+*V*3H#EQ|9Y(6&Y*4(SormGq=`HE-(-4ZXM@p2{J>TDA0{Kq8q-Xt<_=?Z7m84=i5<+)4;VitY^04B>fDrg1ws+#GAuy|8%;N8^ zv%BCAaeWptGMMB+7v25biQSJln}z&{_^1dAw%5v|0u4u$txFw#kp?3Il?s6!{?q&K z%h6FoOEzWD>xX^qmRP2rlPla#j@uW001J-KBNySY^3;uvua&^t1N-~cTI1?>NGS;;9WVYAjy5-2T=5Xi$878XDA@`8OI z@8W^wuhOWC|Dg;JpUV3BF&&0vG&Ea0!ase4Na5k(P0h`p_J-|qJzSeJBO*``(1~ZB zUTCSSO98VVz@smI0&kwAvW$X)>GRVg0Q$f=7udU=4g6!|;vtnLz3AV*eFJNI_?JjI zXUwopyQsX}{I~y$_F00pm3ALP!xiPx!NEb3mET_v?VKZf#B6MsfJeL+xXkT&p}u<# zj)bi(a}XeXeSJU6%VU5H32b$A^zqScuWip71c)AAYbJ$7y&DxpHIOs-2CQmAy30cA|j$H&39C^wDrf$V2S_@ z`I?wGYS=sn5V(LT_P_D~!uZDKW_(6Q)R=`SkT+3D1aDGU#Dsut;FEzt?4m6#*b`t} zRP3z^)K&MaveBVuT?D?(t z03hj|X27toE6*)0EfaxTfP~!!Fs1{5tOpNmb}c&_=2-?0r6cuwr~(Ay8%bpxu&3yN zGE)j(0JYT8fvA$M7nA;|tepK$zvZTo#Oq}FDS2x&t739$>e2F!Wx72#SHc6hQ|J6D zDk?OfzX6XtSZ+7asx}RWekX_uv)i*x@ScIQ%|Q$gMd|lIl9s+~2zDmyeHc0Fl(&zOS|?5|0rWOCul;p3C|z?p2?_0Kj*(T#U;D z3ob|(5$wPrkylrDxud>=1dIU?pv|l`d>@17PlRt35;<^f221DHeOp&o7csaAq-${3 z_`iRyeYL<&2bBI_&-yAVIY88hPTH>XFF%V}Ywo=4Y*7dP%zwo|LUGdCxoO=ry+_N7y9}Ag{{&+8~wjNJh{+*KV z#_m}jyg4-Udhk-%J)J%R0^XFDpD(41Bk90P9BMuK=Z_S4^Je?=qn%eJaV)Uf=Xfr3 z_}%AZY8V()@Dj&Rw&}~u50Z}xupX}*YH4d1FF5qR1uw8GDk-^FV+uXjnV&dxC3S7* zb#Eqq@Kh{NQBKUdDuA0;QAYR4nx34bBZ&p>WywaME6jK0=Dd3oIX*e*tUI^^`*r{} zdc2Cpq89@RWu?Gm2uwR@pQ-N6)V$9FmFlNYpOBD|m75c>iy;u$`uPuXauIWR86UaR zqg%bM*^RrA>g4%Wf7#4SsjI7pVi>tlzP-Z)U>WpnWy9>cEV>7S&Mb6fOyL}2v*d*% zgbMGn@h2Np3p_k{%M>~{k;M*U9Mg&@Gh_^GGV&*n8SeJdS z-==fhQ1I|1Lru`Y7G5XMPY$#MXoC((Y^YUvW5~q?C{jOV)`~RwFWP>dF4x1s!Ktlh z2HgwbuJ>M7wZgVQ_2A7Mxys&c2DE@YsC$8#mN(a>%J1117(gPrR$+c-XMY7f5RM)2 zc!g?v4xm_WpZg({bsTs2rAiapLemJs6u4d@(l%XFruWT&K^v6Xzw8A3*Vc@|Gv=N? zJk(Aonp_>sf`t9cfOK*Z)b$COnIB9{Ozvxe&79k2P6AktVbs*r0PT;Bi#sJ$R-XX6 z9%kyS@FMY8XaHcqWmLy}^X3mQMfZ)2{8>M>zuPTvS`Eglc0JUViXjHJ75RJkh(%f8 zCkLDF4WoLgVMhSGLJI3wke|MTbn+S(SMuXWOlZr}Kq9^MY;|z5zGpaSTf!tDD01EH zHQgS`Y`L1V0#j6J+=BudncTsi?HeBM*>rR`YTRab*;8d;V7LLS4U{uzJpDt|tf%zj z?#^?`bDs%FT>U^�R}cKy5V|gGfq9NddKN0PrR;iUlU%d<1e&;rwCEiOS$}POOkI z5SAZSG5l7*vkE|NMkI0f2LcEJv1& zP07R*%~;+L0DfuBoj#yO+Pt%4LE?L31SB%IzN?nq{PYxIKOtOPT;M~3^IvRsbDOtq z1uxhyZ;r95X#M3g^Ife(Jw7$HAKCyEM=q|}=t$k{cD%KbptJ>KVbHu_uvz>V*lmFa z)VjlEO?1>6K=6b`MRl9kWKZmZ)-+?F2p%l8Hv9OxIT>cKY;GGF!vKwHE*6)TnpznQ z&28DI7xWZCt<~U|)~MM)9|Mmvk@~_3v|B>Z&<5J->YmX+%T5B#hqa=DAI4`J{eVp> z*1fC}Shx~owSEOUX(&JxLK_!B|AMWT;>zzCeZ-Ke7vQ-6ywMjAgNo1UpDEx5-3%wd zng0sRd)D*AXD<0GB2Z^+{PwrhF8lubw}>E#(*5Z#Q`AxJBz^x(C&aa09i{*%QAVE9=sh8 zUwI&;o0|9)`FE*6_v3KPTY($U>5#%|6fj49N8R|k^%dA>CksxaV?ZR8ka+2~=z<53 zCH$*5Kd1LoIXkf80JslkxD{CCckWPC=1yCE_M}7SfTn*h0`hpCI zYichOXnuj3y}*!w*{cDB9Z(ISqTb7wFYO1J>VYC$2re78tUCjpI8}DbLa=af(4L)C zK@WC-T?E0Z1CK!<=rk$PGcSM^C0d|H0v(?Tiu~cA$VoLD{9a|$g+QZ_@_S0dV3A1x zi5QMx;J=RDzK=AZf43Pb7n}Z$s1x~ zuSiX2L zWgsijGc(hG7Cn#zU7ORTkWV=XUdcndtNS!H|KGKG#xQwLKJ0BVA_Q8*VPqv0CCbGN G1O5+IVMAL0 literal 16164 zcmd6O^;eZ^)GZ|~Y)T{~q`NyMC8SGI8j+ChlJ4%3E&-A57U`Box;EVi!uRa+-Cypw z|G+(CoFN1De%~k8nrqIv!c~-HpQ96_!@9 zFzWWCB~U3J63S`V)EZq0z|VpxXb{RE2+M2u*FlhcX=?Exh(ui&QW!)c>_t2rjs)uD zYg`KOIbA6PDO5_S$hZEeltETF|G$38%Ev%lkCBDNd^|^lK4Jr^76i$TlP}6w&J~rC zmcDCA(wZzo*eZw>H5pD}F*7$`cWw1Ch=JteP3}8?(`$^uU~7wGs%q+)+pddHBA~FY z&j`n(|Nv=`Lky#HkmdgVe?Sv;MM=)h0f!TJVuQcfUS$tZQATu>8Z%SxCG z8!NP6C6`dOV)i8_^2~wKO}04dI#sryI4Kqi0Re$k{i5qrH}uT?)U(}rf9hFfgSx#I zr4-5jOfI)p1wp~&TW9CGY6StihXl0Ig2~&<8?Sc5 z^NWkvR(p*iwY!IQu#u@sD+nK%FbG-Apua2mNwK(zpCbnbe5z^=ArtZZs#USj>c)0< zcE)VfkyTg6?RmMk4owJ#Y_Q4s*9A-~2}O4YqFnUhDYIM8(Es@HW4_smPRR9;f|WI9 zVnXEr3QZUB;#E~ujUwTTxfmDAO=i;mVLE^nf=#aU^!RUZa4_%Nx2TN`6R<)(M3!0W z&_-IR&<)Ktei0>oGCHMd#FByVX=vZNtBIT7M@NC0*6jIgthR{M?r_8~bo2|C1yL&a z^NRe}^BwA%N35$w$+&!(dy3w(-$DxpW$9bK!6DAJ!O)HCyZpMl!+1N0H z2^E%S6o{Ay)PoS(oj`X2q`K*+f9cBi?Nk(ywZ*Z~h;r zW9(lwE+fQ>{v8-@H)JD=MM)j*U+WHR{(Dg2Aee1cuPY%T@m5~mWa8_a%fp34kBc1+ zhYhJQ(R-VNg9Dv*Pad#;wPS*jXPX1Heowxxhx3&1uLYSid&6fx_O92f?v@(c9~n9_ zUaQ(w<*ynBF6af0>ctif#w_d(2R34K!{TQHTcxeq>` zHAA&J=SQ2H0CzV_pxq_*=->_I|2r1;64v%ADtX{|RbZ)D3yHVy!u3bfY$YYtR2L@^TQV4G z;^`EqE^JINQNH8}Kq8R{!;GL=eks%FkDA|0g%CilK^! zQ$;gT+Wi%=o_MA_@JYK2t3ttL-Vb)TALJ`UuHmd0Qip@*p#9J*GLD0xedm07^pzHu z&0cJ=J~K{-Nom5fWvB5Pr(Gr2lhx6_aJ=^oHt(I*npW)6#}(?Z4R6hjDEm`#4nztD!_X zK%6Lb-s85$)SdYF#$H@>)LZ;<%XaU#o;}U$*9etb!y-4!h~nbnaNwxW7+bBq@m`2g-8tix8(@}1H{rhOU_xYdN zvPTlv6nx`GzB~*^h&3uzU!r_a15;q2a=x~j@P3Vh6v<{dyA&SY%Xc%jG^OU{lczJA(M?0_}jlYdmLdhT@K`o z#~1z2u~2N5j0S(6yL@BNA8>odRC<0aF^jM8r^=xD+qk=o8;O#uJR`@ONhzdfd8&g0 z?_{a;G*Hh<^xsWPz@x2R$S5 zF{nC)@5F*c_V<7oBW`X^Q<^Emy{@o{N+(k|;_z3*PAa@qP_D+Uj9>;VsJc7f#x?#OPAoj?96Eu0O_1C$*Uy|}x(8_5;R zRbXpRA~f=j|Nfo*@8$j`^gQ$5X)iYZix>IR`x&8UIi3e))YR0Z7lOx4n^?y!P}YRR zMCA`f`CJv{4z=#XjD|*HsYccvuNU!qli(AZjpw%uW$EzD68a#r=TJDb=g*7E%Frsc z6ciOPLAW{TxQ}6~Zc9*C7D={UYB&R7HX$=}xXEF&Y3&OJJtLz@e*}T-bBNIjon)m} z!SsHbkQ?j5!U84Mz=3u57m6wg|5e zJP3+&a&p4nMMFbl#ZBxi`07Pu@ULHQ;d**|%c`pftm|=!iP6Q)%&5V#jY3N+E6sm@ zd!IIH!D}<$6^JeBKJ#aG%erTyj#Rr{COe+u--$9A7P%;?f2Cd{r^U!i6I0W>o6e_q z`ue2x_4RG1Js8Zobz#96gq*I2I>f}pX<~k&@$vCNAt8=)25!bRI=5gG0s`k^g#TSm zPi52Sj%Uf7QFGY`XY;iD>RgBjNRiw?V!Y3Yf*tcq^2@qr#gg*Y$*ijs2`fEVLZYX}kKZcX_;$IW#0c zH8sV5(sto~R6jT0?#0*N-ycOPkg&C7W-*cm+jkOPo3*l%9Bac+tqK|j1~mV)v^23S zF>A#ej?0|o)@`RX`U#rb>dgCy{E3;F8E?YAurO5S7Z{Am<#!U26|?d-HitOXT*T3% zENp?@{wsF&#(DW%LrhG&1uRCVzkl=1>lwVQF3l0<_C}VRu6-LBNy*9|0`Wzb4 zGD7)vxj+5B*^$P@#YOmTE0LOxE-@=h5yV{&4-dsO_JFuJ2tYpWYXKIj3SbBbmZLM z-v=qG!DgYS?&I`ZWo64>ag?J@de6y()0XU7qY0R_;*yerWD3?Jn5wMo>h(RglR-|t zKd(d;)7CH;e-%l-k=W*jrb_4JP<^I9b>ltNBDMB2K+cj{lpel7sp=1erNnwYY3<07 z>`dFxBlz;tc}(O+e{BuTm47~Z21i3n%Y>U44GZhqg`p=@YxnTOPzj&PvP$15;$y!w zVkjQTi=h7Luoog|lxRWEg6>*Ils-N_+yUeR^4A(v&9_22`^I+#0Y`#VsF5VcsKZ}Y zOPS7aE>pmikiAWrGdc!&gq5r2jRRQyud0L0WBD$i{+NWgJ7D{D++LQBv+CKH_v|6Q)W;6ZTHZB8q{#r++r_V z!qDeCV3sJb)ydMD>YXlXmCs@a7+sMTZ+m-NLtFd)kn!rbqg9Z$xVV3{0*ECb`ArGUiL!IJZH_M%pj%MmoDk~h@bxCW(*8|V22PAhR#~slD%Fs z+;F-E?gpIG$iJ=Dsy7jz1M3!@iD3}xWstkZE7-qjo`nM z=JYC_>d`FtZA(Bj5IC>N<12tN`yu~Pitt5g}m}}S6*2W~8(OPrv zV{g}~Q?vQ0fmHhI3FLXy=!SR*sdDO?J8b!gK#ljHuO!EiDAp0pgVM1+ba~(O`d+Qg zkYMkdRNsQ!a|PNd{B03s3wstmn-F1q-i|p6=Or9NA>KMnWwkrD|)}SI{I-X~btDVP2SgstkKn+#Cjm_G6#An8>g92GyJ2$f!yi zGtN9kvR1_cOCjm+v~Sr2Na%uMn?wv#>>1bcl5g-VBP`{wqxpqhZLsL5YNu#~gZ?DK z;q;&^ld(ZvQ%*O^oACvBofJA{QL%Z|R;-NQT5vkxI2w7aKY?=J%G544^-6%oyV(WN zNUQy4(^e*b*(Wi1>reZsDdL{qh1Cl98)?4;Ae4)70~M#!RT8c*w9XB?YYR~<95g#C zO4;Y8SVSW_$_zk`gA6Ew6UMu7=6>g}>&s}JaclA{>!x-c)FE zLWUr|hLN5PYcsWKp|cGWsT1y=z$kDK|06dxkj^{_e(xMw8cDO98OM8PHf9i*V>Hul z8k&5edO0r=z#7k~uU%&ZdnlZt^m<8_#C7T{gq&1H8M$8u{_ZMiO{uB*%fxylnEhDBfO(h`CjS!}fh7)>R7*oeSHVt>W-_mPuin!& z8UNh%SUoDNE$X6H#!=1U3+5cbtB}J%i8|cS>CuLNMM3F`Ry@StT__IQPnI zZ8rK@V)05&MmJ6E=$aMcs)zA5g5t2=Q^u%kwkLo2LHt_cOIL;QY6Blb%@&v6At&;6 z+=7er01f=>K8I6JV`vBNr67w;cEE|#+{MD+kLsvRIX05$De_GznH4j2JAb=n=H;pb0F z=d%0(@K=NVpRuVTg&N&TVSw)s7waPddqU>o<9JnV_3o~SXGSjrtZ!MV{aSB(HAlyi zn1Dz{W3>Wa{<~WjfA5P?zO9{|b1>+O9t^e*yqSZequW_dW0ZiJc@v0SV?O-C^=Pqw zza&@5*_j)ZZYCEyqodGMcj1}YSydyW*ae#u2u@|sv2(4d9}y)j6>)M-k%z)(cjD%o zx+Ncj42bQ|>elZg7F>9AN?QpEtm`RycE+1OqXEvYTMRU>n6(C+mSHtv{ofBSthtGW z$&@by0VH-mZr-)Bu`vU0!z2@)r#q2$W^TpS_~6!zhJjvK*pQ)&zVlgbhZ?!4{o&SY?Laes}C?EnPy0nAA;M>xI8pw)3oj?Q5{m{3h$e`ISg5m0qm4nK)x z4RYt8wwrDgg88=h@~RaYX_v_76%lvkpG6aE?epB!zWlc-cP@llGBU`u7Nb2jym)wc zf$~MKDJcWMh|_=m{JAsmnu^Nf@ou-QqJoN(^G9=}LfCJu_x5?;+fu^T#5MMAKi_yE z?FFX09+(-W(n@7s+$-xQ4h9XH32tx{OomOmZ}}8nd5VCt!1jH{o*BNhF?3b!Qt%bL zC!&zT`Fq2buuvJ{H`X>m;9BL6g2ALf9t%r<u@x&(=8-_7++kV{Q=gp~UsMAK(;$c{CL5MMp(^h*|Fsk&yA3jul zy?vSQEjF}QEL49DIu&$E)G3DYI;eVql-2c+jf(qptzFcYe!g#~ygJ=y6-6pk4l3zv z2om-N+aWXa!2b1z8EDPI3iF6hbO#4jy8F362kSf3+=Lfl5WoCx6T0fci0|T5y7e(9 zH~+-#ddHbb8b$Osguh{^QbpdX$#%O)tpL;Z z>#-r?JrG7tF<_sOHkN*s{QSiiL`*A9PtoD~1Y$3an_S*k(OG{X2yt*Y8*W*4*h|;R zWSH2MDL?)azc|Y7rAdD>bC+Q=N~H_>1N#Wyxk5Pyp8)%_y~(epa>r_0xMui==!Xr3Vwh7TAVPBvFoULQg*3)bO0L&6Ko(B109_DWNh%BudJm9 z2AavgPL(!6XUZrLtAqHzfMDHO&chcEb|-BxOskT%`bXF}R$Fh9@AO_e{x0kxLf|2A z5eOhoO;~B{ITN>$Jtsf(O?@j#-I#N(3>&La0vrwkedWimP31W%i8#^ny~pPW9c%`D zGw^QlxP-^Brzqf3%M|?F)T;e_LyG%ls>x$!8-zR5P7tC6+eK(J zXY`Jch!7{r>ugvT#>NSZIDGcn`$ACeT7)SdQjo&-WJx3Mbhwf&IM%|3Z194w1nXmFpOMUK)kZWEb|`=Tx;nRwwmw(*?6qKJ zgdoN~67cUceM!>r!S%1wj zPwsOI=-Vu5%UgYbV@yVm)*Z-yXvTlWY8iA}a6Gnm4r$v~q{D5y@%VGr4~S-wJs<_N6J(cKo~6lUGnkXE#P5 zjz&%$-i}n0qEpjRmHlXoi1X&njF7d5@0{~>wOoGFg+_@{+lb|S>AeEvQT2~kQUDE5g{f~ z)=>YZFf5I_mW?8A?PS_p?2cvIEY^h=DWu}!UX>ksHZOB5_Jl;WE6RMc`!oCxEIUtTXJGzFQ8C= z0S>LZP%aS_H7@Xd9oe(_AC36!i(M&;vuzz-$b@d`W7xHigJM;6T;5?LZZuK~^&b8+ zzki<}HU8nWnxFt=QZL}>(mBo1)6>)GBc^_DhhbIKwZxxWGd(Xiv9N0nby8!M=yWA^ zElKq%u832}3$kkF74yvT*dh8|Wiae>vocWpE^}|Tf)Ef3U3QHMH_29-0D9Zr57np+ ztLq&X%9^o_af$Tg->on6j!Ju$*NF!4li3ne*fnNmWDpyApGgA(us2!Ta1b^RZ0r({ zB3Kk~vc=zgd__~A+?H_xAx@5H{ri|2yF(k7v|({@B`DtU9o0d2u?|C_NKMtiU^Ie& zX}-~(96AT1%s}>w(q%C~%fI3lShiWw?m6`$t7#e)+QXJ1_t0koDVo-~*qI-rciU%na!- zd357##C;!2TAOYq(6A|WB{OrSI(ITYp<-dtiizb`cl8J8xzbA_S$wcIz{v@%Vn3(ALVLtr1b%mOi_8hS8lQT1y zq19gZM~%(58<7lv)C9=j0c!NLk?pp+9)LpD1-*i?o`5d$IBCCWx<76O$^28V8_h!m z!ilZnNM^ILqemlDKx~_Hs6x2y-V+J$Y2Rf2Ltr%%etxgjG~AhIJ0P&)($aoSI!!Hr6XTB0040T z2w_uh;`fbq1{Y8Q>2ABmO=m#>pKPzRf@2@*>`Abz+q2bi$G0Mm`SPr?nC~d?`zv;i z_pP`3njw`XV81H0OdFR3KCi)9X1ly_aB$$}<(-a?w+|^QDq_}ah|;rfCjjVU zdLOpp03Rd7B_v3^c>@nPvclqGgt+wd!PR!J%sEv(y|M~y_|;B+F3I`MHKwR(FqIB(gZB=Qn};aZ}un3p`52gs*(tw+2+W65I;t1b7Z ziZF?}_eytJeE;s#!T4FA!i=164}(Q3ojuq&t|~631vHFq<%`f>c>h^z8e!o!k5_x=sj zAipjvZeEn01G00nMl-eAQU2Fk%lcD6_=KV!6^2lrN-LN>k>a>UMVOkVY#h( z&{@=`($L(tXoi|}Bkf30O z0&8;+xaAfA@&fs3f4XEm+!v!Kc4Xz@#dx((cx$cY6jPfRYk$C8-bVHUPL^wnUdR!; z!!_`j0G&_0p}Pg<~eB-hX-A&%RF4&uD#ezllbzYWX=j(Jg3{ zN-q@(GXEk=#qiLfk%f~*4^1EP&$Tnp2`hpZevpt2O|E~eJU=2a95#MU(kxce2t*2~ z=nV=O3>1{MS-GI!UtD?r?Nm8#8Gfhx0~Xfesl}yQw=VfT%zK$I!vzEDz8|~e^F<(F ztcFpvXZAdw`xI~7Dv_lF5Q)LxhBdv0q~oF5qJD) z&4^U1k|~+YpY*&tj{Ja*;VgX4ZZ*ScqaD^j0cJ{2y|LYY#g;%e6MLBUhMtkIUQ>6c zlWa_^+JVa~4tBNxaLYG%uU!|j{fy~lrZf$Tt8at?8xm%$@yj;f3^-sQ_MJn z_hAjRERgjZP&0V-W2GFvAKJT(48sU7YSZsu)_&czBS=^h6Sp*jz7Ftj&&e$B?77D( zCrGMe?>b&eZ<}paEW1@B@3-Lg@D;AGJ!DL8QdiT)(lkdB;RuB!{gUE+__kR= zLphQTrC{jZ1Lgl-9YAUiy1_+XauxiFzZR#}l%-CZsh|B;h>sE-9^8InrvRJeEvrk> zW6v{BQd*-~Yc&^&8OEP%$g$$_v?4AadBv>1_w#Ei(^&8+&Bp-L&aE@g((fAID;-Ie zhF!U;mXIQDNZy}X@VhPV=li8(@e}sUfhxeL{D+pY)6y;Xu6hEZ*A$%z#C{B&R$yWH zsPUJ^k;EA(zKe3qkm&LE9c~?v;Z3l@~`(EJgYWW9<=TrI1DeDv9d% zdRIK?PicdusoRo6>#}#o1xHE0{!hAU%LzaKOol|WA5xSL(MVyZ7_708YEBH4ArR5| zJJA=Gcn3$?wWgUVY@H4!34^%7r$SS~G!GKZMWoN3l?)6%xsH~k-r#nm|B3um!vB&( zqope7R2GbA*M^luvw=|pQR2?`$#G~jdB&SB{VQa9ZV=a;kD!NKuG9aN;aPCPPh4l~ zS6GdK*iJ9LuK4lZ&s|$y>kAo}n8OB?>|Kv1syU}28(0wV!H1nhf$v9+mC$peKi%n; zUQG|Uu=A1&_@dl1dNO%p1@?m|_p@{3V{cL+8B^<#ojM3m8EyVd%-De*fbjx8&5BDYHjz_- zNTwa9QbsblIp7W|wzJg~*?jPT539d!Gq-Gtthmf~IPs<5RR0c;9gbvLEof?pXk^Wl z{~T6bfhX}`01l#U&&GEZ+lrrsTzPXZb($WTcI94 z?`x3@CV$bS>Pw`u8UQPi_w9NpK0f~Evwp(F^mMc?PB%k2`do!`MJaP#%EwC zvS9^5&v**uyW@>(j=qZ+Ve!hZPPVitd1OOS2Hm+}Yyr%Dd9(zx*#Mm~Y+%zER3r}| z7r&!oVv4N)GjR5Cndo zCIANE*@>f@^s9LN$g?#QE5aE+5v;?nx1FxsGq3y;eL8528k5dhT~=;_x$B_(?Bms)r+ z=8HslGg9JM--glev#FnSP5kSB6ooclUplTzhGBJABbpt~*F?SKKmhKT|Kwws7XJG6 zYkq(kwT*mW5+v;Df!*Q&6e){b;TyC#pSkR38ycvKxHd*-C7_cTx)25i(w?4h9aGDA zRt4>`1C<->-AI9`sPmpm2-YjlKGT2qHzj^gkG85Qw-{vAp^SP0$@TA+ukJ*o$~ir} z`?$=m<1UmXoT+_ZQRMrSe=N^$=pI8fdP=pfNY_^So7U|kF-hcYkPgY`k@FAJ+CJr{ z|MYFApM0mL!;D7Rf^GY<<71HQT?;3r)F(i!SC;?O9c`;0zWs1dY6rbSCcGwkV}syW z-wb&bXJi!4x=5Hh*L@GwKHd0R(nP<{T6O3{z;OmEAI&Ag@IdgX%dmH|+d7-Q;i9_f|gAaoJnsuOrIDK!17{fNZmAnY82HkYRyzV%Nn_kA~0dGO@%ct`BxW}>id^Zoilf5s$+LUQ_>{Ax&l|C?im_n(xk%mXl=(lk?56J`o~_oo<$@% zxv$gzO6IKoFkfbY!W_?4^Jpz8X}%o`i#prG3p2}&tFumOHUM_=ar^!pJ1 zD9dhRZRG`EGz;HLL?QE7Fd-rNFZ)V|jmd!#<%txTD?S|>r)>N5ot8Q%k~p$0gp0s^ z7wXy%8c~c}8o`(p0Q>z%we9qG?6CXVeQOP`M{~_CChc`+P*a?hu%VSTLMn7EZlz1y zNSi6>lmIMnkPiXR1GK{LV*T0!Gpxz~6SA_2&bhb*V$XLWtPt4`6oo}^RN|^D2qbP3 zkiy`^&$_%wI*tF%xlMhj=M=b*8-ogDT>jEP(0HT6j6x@KxOlb3O=C^eNhei82mcx{ zXj>g@Ia@2X_U!Brn2$UU$ewhxc$V@K+vr_~L8bIzv8fd!!7%EtFcAo%vCCJp*-6|Q z>;jt{WBURL-@C-~T?Y9p1reg+;^BdkrC@o^M47Z8aD0kk+Jvrop9T-u$#yq5mtWqyPkk9N;B43|rL6`i(hu#fvf+9Y3J zlQoE+7ndTttDy(6?Z@@=)fG{cY`TPssi*#?Rntin_c9K>x9lz@UTW+dHB$yOLHw?` z6tCuwr%Vj>uV^vc#@;xfu(R%KjhzUD1f8NN-B~1r=Y9 zXKdecdRv!v)*Zc?zeAsA<#MD1{rdcEj5gv^MHnik`R8hld@3_S;6RS@_H?GWXR`J% zKgw+DaNt#4a0A^v5wQpLH;phTFfB0?b|J$<#s zm@&L3{yclANicMolGmJfz2#dG(A%Acef_ z+b0v}WifZ>uKLTE<9BhY%I>$_M2^w4M%v6ldy3TJ55WkU(JzKZwwYJjVxsGZ7xde* z5$lW65HzXjB?YRXqfv)KAsr6sNGOszx7|->A^Ma-Y;XN<;|2=8mwgbcxPJQ8u$X&m zF@Vh2CZxJx`u6$Z=y%r5=9Xdhkm749Ug|735hUa{?np?XZ~2lTJ&j;ial>dN*V{F7 zZQ15}b7$)PjzhNnO(T?r(lng(W|(vXV*UPwqJ7BHQ#A5{43HV!3Fw=W)caTr%7;*- zw@kGQ_|}yc-&nb@M)2pfe&l`iw&VZHTFbvxoO9TFqA3dpWaEf3$4+m#!g;9^h~wWr)m1s8 zVaS&7LaZj_KL8hY6c!EzS!^iq^1^@&%nc2gKUsJ8TZih#?t>41OSl#+pMq~+QW-=s zP$QMFQ&^y;J1}4#q)6DPV8S0zAh-lbA)^d^YXD)pKoaQ}%ozB1f8qhewlqF_G8khp zCUo+!a^dXf)b`1&G+a8-ua%almRzeNv^M;edj;d ziywdgdaimxS%9Ak_`^*Bl{nC57_BSaIn#%yQUk7>->cW+09_pz*%y^)RRA((bQrKO zF#H&i|DkpP=!qSS>R^URV1|H_`=;NF8`|5wGny&)_N|p+@f>u2rIioH)yf7%g6@G7 zD8%#&@^fM-;8RjBRx}1KDSf9=9$B9pP;^1^ubjhPgmr&d>qa3jEH94$)~hI)f@%d^ zi7>2cNhDNK;Ts$h5-5}td~|vbVxZ$E`^nG>+z>xm+53lmc9u9(VBIgPtSqXks=D(I z)2)=L)B|f$at;m7RH>ycH1KgcsR_?a~1ldZVOGkFTtLxS3Wg0-$T(-Nx=~S+s z19Vy}ROBN!F}}1waW}kRHdgAe%g8WR^?j`GpLM^;KdeG^O5n=_n*vqvn6eeyv81+{ z|7L&u>3I6{*wO3vcyz5%rZIYARHXJwJ=$+)ykUAhrh)u%mJ^I&4k}`zNBVg0d*9NV z`s!~ZaEX>ozq;wTw_MuS$-R-i?_Xcqwu0UrL9vWnZ##kF$C?Ud`}DvSYOPwP0i@gd zA?dNleD!BiGH5>@9r9fC@VL5U`$&@LeX3PJ)K6_NjS(u$si z#rBx<0!E}+J32bPefLhfWSXawm4gEZkbDa^#Xyz-gsru;wUw3C*H3d*HY+X39X|IB zw|e0+1$j+PFSC_o6%|KveZ^r72IuF$Mn)c1x=&??Gcq#h85r_pW64Iz0?#>c$K)|TW z%gfm_M+=LJRCRO!b4Lrzc}>VRq=v)fK))UJyT84?rSkogXATFLPT8P;01JmlMcJ&r z0OQNdRIsqHxag=12nl6XR3HF{11|wE zslsKXJ_AnI#6*}u4>)RB^cp5Aw5vOPaLy?~JITR;HCW2GN=n5Y9XW%Ebd6R9zWWnO zmwZo9b|AeJFzb9@!%hX=D|!rUY+@TVz>ur-zTNW*CsyR?;UWTf${z1P>7>cX#6$p0 z5c&D9w@3N@Xy8k$0uw-y_h~muL_Ylx5C~#gAK5w|)BtPT%8*q%Qkk4ra3Iy$8z*+PwXyI`&`7cT6H z;B+K|n8*NrUTUyaf5D<#NFR|8Jhppbb9FN#>0Gh<9-&W1exHE7cnF9TzBjiIcNfVI z4-aAwKEtVO+FF&mSFPqsCAA)2F9--28kZf1Ic9GyLHH>-{L}fwmU}bAR87yr!y{{; zrKwre2Ke?)FK-a(h6c#}y!%X@c1BbqA|mjm@BVd&SdNhv6&6aV;!At%7o{eJgdj_+ z;+qd8G02;mZq~HtiG6q2lraZH^+0_L??gWH-X;9h%uFG01wO5x1EXvIzBAdGj-+Iu z32$bs`?t0>{WEvrQQ)c6pl3~00FMQoL8IilyqWLH%F0wpu|getpYxHPWu%l=S3eoB z_-!@5xz!%dQrbNc4TByW;79gPJvf<~nqI)W-f~vYEwzn#9XHD^w0qrvIm*Up4U-Ez z*gxq3H?^$6_0o;sEw4IwN3*`Xv~+MjeS}HlQtW&V@GZkuT9({rhLm}r;M=#uv>dnF zKaV=8n%de-uC4#D{fs0fdvU6T>JCqjJl4A4w}GcbteE&oQB!mF#9AOjY$*rCpwj;$ z)9Ihx&-@@RHi^Aj%!zQ^axhd?%>!mruu$7TQ?bEHO!=Y1EN@`2;!s)eypA42Lw-2p zE6WK4zpGnx2e_)II{luo+)R!dK}oG7FOU9T6VrAOBLhSCwqtxk0_e?BqR$-t&yzDY z1`MQh%RnFdH8f=HK&T}&m5)vNzddH?aY}qq+Mx9e8V7gAHN=56Xgi){MAu+rZG8^D zlr?KDa=c#kIJWO>Qls-(FnfS!xn2bP3o3J?)O9|=S$0FeUB_nk!b!CwZ!CVK;AXhE|bR*be4_%Fk_SP`%qRULn=r>3WU3=+oWFbbb@^YFlWNI=}o&?Ah<{|?G_&`+}R(Dp8q zcl|SeMoF=~J&0`}+JMk_6!yCxT#Gxv8+>0nf&+RHyZh+}AV5GX)M6t?E$&yYFFo63 zZInS{!oh3>OsXQ{u})$ew&jQ&=mpUYjLPex0THI>bv~RcT=1O%`Xrk{y%>l#3*J5| zUh05@02c&gNn77<#l<04&^dK=bwqLCGk^2ujg*WGuh{Pe*tidun-jrpjssFDpp8IJ zz%~dm<^XGeDUR`PVzM@^A%K1=Ine0^}{ z=u3_E1N+X7s~)=!iyuo=)zo^%#hylB6JHM@SzLLW1ELA|-E)mh7B(_N3cjMlSlCax9Pmcq@OazXTc4=wp8qC3D)ak33!3}G# z05>(Z;_)6C^JQ1*p0;ZAt7Q_xYW#tmRM!OE? zW@*@?vQ!z9BY=hlzz7iFNBt0^WqME7dp-W{mk@E7AW>3MidOwS5n8+!=C;KUH!*o_ zZf*`F)=*%{bM;bMn^-msEv|v5XJsu0ToD|A3E8iNT-ibYg`wX+7tq51RMJW|g=@gF z+ipz+S%YNi?+>?Z=jQZum)GnG=XrIoJUzy2lH9e zD_buzN2}HtGLekQ0@?fWJ}sx)YYhM%DotBgVhpQgOQs$EUCrJ9=+km=_kS7vb4ROS z#ZIVsVOZY0v-GZV9O8Os8|cx?&eQLlj}~X= z%*psbECzWPKsPE13V+ZK;&f0}at<7aU?d~vsRloP#Z&nh>^KYq_aV3n1Hk$Qjz5rt zfv!H1BSHcgNB~3>O#op9CZ<)947)cVgW*CTUBJ6H6oy0P4n%DRCMHur0b`PjF3*_* z`umS>re=lK`jw}^eqmzM*-sLf9u7{m`QAjHVitdm0T$$z#EcQ|zaC}vbXfB-%KGPe%DDWnl0slh^j#g-GI-ra4X}><_GQ>1eSYM2WcU>~|m=f$@!t z-eblN1Zq{7pRRQSt@|9v&?;J5Kf!Gl?3*y4e8d7$l*3D49R(E}F!L7yfgH53oB~fy zffh{62f-0EwsZsde7lvXd<)uZKJ$|bU(cH+B`4ptcvCJW0qa(%fHzh(Y;)%4b!M!2 zWD4S8tu~sP{VsC`0|54V>}I=xP-Ftk4>o@~vVmuaT$@d5DS?%l63dh`Jq`3o0ra?2 zGeAbg#f8^yh)tRm-tgl`!qekTXIJ-k0nl%=w@^!`t?%#*^ul&98-(%Fu|O!X)U~w- zdV(=N+SpLDvwy#P(F-p0#@PTl9S27|IER3e?z=tPyaSWD1G@?PcWFE6NP-kQeF&J= zz|=tDDXXdqf;kcB;8F*t5j2R2J)9!4rec8f1MaolyLaZGs5@M0j0F`)$a9k4$9BXt pebr`Q=&*)zCu6k#XR{v2tyk$uyL=Wv+dCYboV1cumBfcH{{wJSx_JNq diff --git a/master/_images/sphx_glr_02-fused-softmax_001.png b/master/_images/sphx_glr_02-fused-softmax_001.png index 90c15e88f12e5cf9830a040b75c35ff47f711450..9ad7f27e021ef1e0b2b0002cb69f406cb4117361 100644 GIT binary patch literal 37651 zcmeEuWmHsA`|lZ2q(r1kQB)eFB*#EN5D@7u1?lb>l$2DEMle8BT3TQzX$BOey9T9( zuBp3u|F=HeulIhsti^IIX7)Kdp8f1!Jlj`~wNz=(v!90`i1wkH@)HOm34n-%6tEn+BvLR&!+c2Cm)Go^=$bX}_Zken_IKKTu!h1wRKG zu*cvJ*II5uu`w|*WUS)O|1T!&FiPZ(F8Uzwp|CCL+A-3k-ZN|8sf?c4c< zg(+!iqrW;XfX{8qoyJ76WZY(dbv(atKCJ5sXe@?!!F%;8N1Y^Czb70gCnxy@1t-m2 zq;E*(J+`H=Dk>@hXOSQ&{$e^rP>cilpXJZ^zp(tBv%kpCI(a?{W>FRpw2i;YRpbzt z81?#fmStttB~Py_{8U0|Yl9y3R$X+@M``ZeUtfHu5%L5?pu=SgQGW%r!AYnO_FDs@ zE`*QovEI{AhpEjAm&l||N4(TEP0Kh>SEFp*Ot~kYkjYcmB7@94d(A5w^Ha7|o<1FR;dET{e{@kLwyF~SB}Ue+>toq@ z4sysndd%%#`Yh{HOhZGJbaZrE=J-FZ;KRWS?{QVfPiwiu-AD3JTD+Wwnce zQ92%TEHvM!Yg3cBg4d}pP+ETS6x;KEUpG!8!N(_s;NIDJZ1g;>ntv}cpzNr7)kH{@ z?!(=?cIS$$!pGj0~?@+RP=}I z;ri*2i0uHRlcAEqO#MhxE+!z#nxIoe)@5wbJ7@o|0|}V-P#q2{u>U*u9dDdV8y&-AFn(>DoQ^FVoMXX~z-Aj);gA_;m0}Y|QPQ z5V`~Wj56u_uBC+!(cFtoN3&P2UJd{AN3S!9XE5YwCVB@fv4w z(t9f~iVqhg{~OlBHV3 z^@&~#Uqw#|t{*j9w3SY-l_5_Bh6}X|oyJOWyM3a#f7%FM0fAUk*Lw1>!rZ`E7R%r_ z|Aq^PfA~0UH4{Ul=(u`+_^h9!qoc6e7_ZovX-IcNo>0_Iq4Eg(H(VQcRO|+FCSJQ~ z=bJ=Xhwh+PvrX^b?QmHiwd>lN{5E~#+h@9sRJXWTt4T@!e+99hE0&&BWJrl?6|$Y9 zn-##6Z6Sw^eGq$SG3N|6WjZ=TsmPK~GlnxucWi32uZUdvz)N?AcPuQpA3l8eC|f!~ zu(a;w!TQ*6fd)&Ou&D}Wwh5LYVNb_m;eVyU4|82g>L6z2m*oXdNw9H8uic=e;}ol% zHuEY9hKrW18OUyPm0mrXuy1cV%HlevCwvzcco|Q#SF;<_xTZ26pnwiQX5|)WSfd|R z#zQ?l?xV(bE=j`b?#RN6^}TfsT!BF5Nr*n#O5(FF+G?= zh8TZ;N@Zx~L9US|bVW{Xl7|3M&~wL+I6nI~R1nW8`+asUJtqf=yXcB!t8tMRAFDJ$ znUt27$J*5%tS?|OsLemR3%Nn>H90Dmjt1V@SvE|YRZ`V_>7G7MEqE^%gT&Ox@$zH^%QDc%?;`v z94yo=)Eak|R^X;b5V3P?^1eb48yg#RjgL=1z~af1WTKIZ3dO5euk;hAHhpbuZSkv| z#l^+(-@o4?F5z%E#>3qFf4c`hMG7mCQ!b<9iaTWe89E2JUymy(`fDSj4QF_H`zNcq z)zmag&guRBjdoF1?%3x<((RhowtY%!!(y`ce9Qw@cA7=AQ8W&(Ub&CxyZ?S*XIa+! zNmbCV#!n8#jtpOYO@01WHVqiUT@JdgopeoQk77Dcoz>M$78AUO->HY z9Xq@0{QUfc)n|5gL!VUXq2!d5p5ESXo-@0l@FaCR#Q9paL z9V)Tpm83XBE@F1NakjlpzKSBjB+q+1Y)&D}Db)iddkzkRvXOvUFq!)&ToMtB|p9*jN>#&dxEn{8iqU z^M}h6MbKeJwU3l6-rMW3N^qlW%qPzj2Q{@0wb5SGSKkI>c|YEl*=>0-F@N$OQnbKv z3-mZV22uDRj`?iWm;?>Br@aO}Hmk=-tSXG^HfyH*_kXK8%psc)>=__Qh}17%gyj6T z`pH?$T4-gaTb#<8qNXq}`F&l6v3K75g@xGO#Jhar3UD6#6EGv9P5T#*<`8hiNuOnRZ!fQuRBE>C zk5`o3{w;_BbHAAfIyww8v;J4>>+5qoI@$U&CA#30ms{f5Br+r&F0Q`w%SG`11zEV_ z%51V;yUa?@tJ0p{zHn1FsdU<@iluGcA|oNYI;YWo&ev~}ZDwnnD1}Y$#WCCcl^-&D z4lrrL!;~D#@`_&y_iiM*Ju#k(Wr&PK-<;fbmvH79oOVYRM45?HCe8l+UGDj;V`tvV z>!P(~_u1oIrapwr7O0zKP3RS!{8LueqB}b^q{4>w1DcqI3y;%M1^B-j3G~-m*c&ka z?8pq~ckGiPk8>N4pEIePm~fwRvGa1%yQHukR?qz$pbHa&A~xouO^N%~+0u3w0PT^T zxCyB@?FFI;zOu4*MwKA2YJNTT%6i)?W;e0(y`4Dr%dB!Q|K2A&CB2l-T!7t8l0|Q+8|? z83J-zJHMz5rR!6B!~Q&bRy%kz6=Q!Z7ZsIQ$d3uXvM=4iT$UwQGZxByoV?za#>8~@ zsKXww>Fd0aedzi8`N%eCvN^rjfv$1RlqIP(m-k<0@X~7h`@GVjMh@WZnG(}0id;(A zelv!p+PVHa=g_#oLAcwYVE>?u6Gcdo2N`8{QhS@D;V|HVLvQ~TX{{xIBVY}HU+dyx zn$S}!B$f^hzDq6$CIUSTCos6y!M5t!owG`Wu9Al080-e6!LCZrr)X9)bH#?q7xU`{mkQ=&%|)(i(e`ohH0zLb=`cUq9&QahIwt^g)8 z-{CRz*2Jp;1>>HoZFefm#9r5Ya(wnMM=;F>o?fVGUwY24dN1oaC5dCrj9 z6+kzmSA5%No6x&XR$42!LVg4w+Q<%0&RWKTmMQ@Oi)n7TTY^8(h|?eSgO8Jn2cra3!Y@#Ci}3XO}LWwkcTm^=d6 z*RQls^uYUMVV59MGaUvRZW>aG7TML7&zcu_=(X%SWS>3TMi41M?yP=UJ2&gT0w(Is zQX$0JqOP%!tTErkgX-!_%M=WBo_OM+Wp~{yq+0g4-7%7qJFKdTf*~rmFvsY^z zNHNXyg?Y2(E6iYE3|VVON3ZhPTcD+bw&NYUW3SuuE9oFw`c0a~jgC*9>NchKrguGW zADLCYGFs49R$gBI;9y14&!`RZxZUP#oM>B}huxeKPXiY?F*#YkyKtEKy_1Dioed2{ zENOQVybXVpeZ&)dp|qLXxn^yUOR162%LnrJfre%a%w|rhZdbjM%Kz`Ds2~mWt=7yIcZ{6_Ay+yvb*#Fh?>;o}=D0eyZ zw1*}HO1XY_tQ7s+vM6--Om@-`pTA~cU^jqS%^r9*ecKDMA{7eGuWQ>kq1>Mqp=>p- zQe%f9+jqri&YizCws*FEEd`K&a&ONIRc>*Nr61R|8}~gb>hn$A-P_Xuc2Z_fBbk4= z_FMIe49jFqq+qGoQT+@%9&AwF^IdW$3qE8MvT#n^#rIjZ*hw5UnAvH* zKPA43i8&|v8>(}jxOKQSvp$DBL32PNP5VzE!s%G^ZU>9y_HR|53aeI?f-n6t-JPX?H`l-fAm}yNM!MC##FbEzO({@zhif8J^%J zYD+diV|@Pi9%tE0k9;_Gv=K_nJfT8Hz#D zS5@LKD=NOr&%Xv)1Z_%fA+fICD=VqapZ_+pj{aYJA>n;UwY|1c{l(niiz4;;HVC`x zRj#zCY#F_tvo%cWJjBmj$a+d^^-Lr^?r1hB3E(2;xQ;e}+dLX(Xt))|5n6>>@1Fnu zc*Z#nhV#kDr0*Z#tv{flt`5Ytc7)c-_Nx4ryg|wt*!}Y5 zCNV87&3AFO+hels_r^L4`*~qggN?yK8C9Z+vZUDr=zPA%*<(>Mb5F<1t@A&B9zAi= z%)AxZ*r-6P0lkt#pe9c@W%g=ZOx@*BSPRj&shNE(ClnEX@~avzrFZGqMgoNLM&-jp z$`&qp-|fxXIZyn-81{(o#tpE9-6&Lvrz=3)fZY?k=(w3Sf;Qv}<+KV@y1TmtOl@^! zArm1q{v}Bz8l%?NoEp?OkyV+RlbrKIIR7jv&uhv-NPxnxUB7-S_}HC@v}g)kaKD`) zrCL7sQ0>o#~x9>M-U0c7EM{j#X>~cx!^rokiNVDh$hUoP*pjm229nI1OV#4 zJjl<_lyZ0MTBTS@{6`uE3+)-^Cub`ddA&g-Vr+c{bl+~e&SP9q*o}dSsl#W?ybJtE z%h_27Ja9UA54De(%L~Py!o;3-U-;quuT5&qtX)@I@d2P_M>Bprj5oA?{&Rx6*aS<3 zAz_yRf^0-oR74{zJ`}y4IcX553HNjx&ZX1=?{qBep=fby#;3iL_wxjZo7;2aWHqnr zzoZWk39NG7H_IA#V~KSrJKND>W55Sq06M_P%-jhmmH+WV^!lD~ju`gvZs3oAX5AZm zfQA;+Don>qTeSCW;b!U-MDB53`Hx->Tg=a(EdL;x77&3RjP@Fg{G)e_=J1+V4UqL- zw<|sWB&GPHko4A+n%Q&ClV>MC$+~`tBW>|aW*|IZl4%%B)SrAT6#Lba2yd8iCTOb5 z1s@9vi#{`)J$uD?iElBpAou-{GsT|d1;}UbchAiyU#y&vQ9`2kXxpu{3EZ(W9m;Z7 zPaO9Q<4@danx7F2;N;-QctZiwEl1;PvX4{&6M*MuOo7^5g z2k$P$nFrTy%Ky0vJcQ-tLTLPFYI=K?6dF&*)h`Rt%j}Mc(Ht^wbvRaBd`i6-Ss?n_ z(oV#|@UOs6C;#;ie?VFs0*63$9V#1jm*>hAyXNL!zuL>N+2BPll1Y_iKaH2Wk@A${ ze<2>7`3l#>ZbH%?Nc5bvOUsftmN4OzG2LZ|wXZNLH{HbHqnnqc8Y9N!ys zcTQBGT2~ioqRNAjU{_ZM5m`Q2@YLheqp}lOy!}h(yN|fV*uq|ZC;3kk=>1s}N655B z(va}w>j~)nt@9GN;U;v-mze?Eu^MbQ)>*tbOzXCfu@A`yM&k#MK zA9HjX>lZZ-FKt{A7kWcE5E}M({`nov7BJQqAA3Z|Z@f++ZSc)JlJ|?sx-KC@6P|#T z*`2Au7^T+7ipqpgwUF8?-mx*_HGW_m#s*2TffKg7M;lg7W!f~^sHr8b3K@>!unUv) z0f9TixF1Jj0@XpJLlo}jgX>U?XBHPFwRvQn;+C9f?b$XJB5%1~?78O_jQfCU1`!lb z^j6?o;e)D@Tn5>M2i`l~GZa}5WNW4KDyjQoB>|-c_3?W%C0|H;?1ll1Sa~gv#EKEk z0h=y0KR`9}6rY48?_M-fuAWE5&E`MQqej4+f0io~0~YQs7?oRDxxe3sN*v6!F=w6< z`%8)!lGaG}77_DrZiJAal_|(i&qEbuNuk?cI1673FJ$l(WnF~K_MF7`| z$!P?k_oYAsHKp~g|AZ(Yc$Bs`;D&+38u9L6--skpH;h;;LG+fiRu&Ex?^2D=#zYAw z)N#jVuSPZL{ulut*f;j{lHCO^PSop~`;f$VN90ciZaw^yE6ASr`lNs;dG6{$&L7i+ z#NC1p74|dSw!2PB25;QDeX+JH;lj%&XP-x(Z? zBNs!0kvm?H$eK3;L|#f_bKeG!Y8=twISaoQ5Z`2YoCGUH{^u+&$Uu6jmaVSIRqm(H zdwWmq#weEBE=>?e1{x^1tL1GWccwqjexFS*!(+(#WiXzoB};yfp8c0;z!p3jb+@7+ zqx`)Xf~Ps_*b$;OBiB!hKZEZnNnrh#*NI~#9Je`{u!bAvt>60fZx_>vtXWADnd@U? zs9&|aD&jthBH8cEsRKI+jQ9!UY|}U!3;C~o)hC^gACZ7=f9hb%SIJ-82`o1fQZ2@Z z1Mc-7AMrmU?vJ836+RCmA_j$ivb8<$2 zWDBVRhiHP**fh`FtL5#d)7&z?arkoGW<4|yx!LEtm%+Dh$b-f0G$b9b79=Cr-yni4 z0sEUWNtr!jCry-Vr=mVzG~yG2Cj&d|ZBVcF(>F=4rk2pn>%>07BA(X#?6^%y1oM@g zVtWXS_;xi+(Sm*sN1%nk{)8TzSg7B7-e$c@DC!?0+Ynb+ZeS0+^_PA$wB;|os>Dfl z&;Ry>-C=FCiwXPBE<>^w%OS+Voqw>l@V0-clho;54_-^fsM$X)DdXb4v_&5W_D#;; zk37`}6YH??MuZn>ItZlYzSfZJj^&bA8-RK~bmq zAxR5U&zfV5=yZKKOap{~<}0v%3n1PL;$-m}e~CYiPO=c%+KOCYi`3WVjK3bY4NT~~ z2vPT*2VFVl!3a)_g%vnV3sAOL9udCDaz0SbHvnnnoF%bYR|^)`!AWMr8U=?A-Dc-< za1)O3Z>>D3Cs|>jeWJVF%*bN{@{c+INbs}Vz$`1N3Ukg}+e)9n5(Ews}kVnA!9 z84UZyaymi}GLj?MKU6n`BO4X=LY+dhfQu? zU~`xa6e3 z{#?auAOY`eR1N}GwFF=NT9~^CxY2U;n1wBXu@RAx;@*EB14@Qpjpve2t9BaO1(03L zX;dimc!3hwNu5#t8qukl4zryluOTfllUgA@2?bmy?}SB`>}f{5Gq&Q_eGVE z*XQpUT8AfIKNx{1CSF3_{3wU=?~--^@Kkk65<#x^tob7+wwi|iF6ShLDGrRbmWcA$ zp=8-R?5)k*AGsE5_Q1!$6$mH(nx1^GZ{!6hS5-;QhGJca$k7s0EQTYh_0Lz`dJGa< zcf1$}^9S0jn!5TTpe`#wkGH~~9suz+`dMGv?*>0N$Rh9`pGf2Oz1#pa8z?APKhoq< zS%Hi!T(w|(L%4LPu6!o)_NLaZ`kq>h`t7w5xWL{RL=c50%enj}k|N9Kt)?<+isx!` z8;2Sx_*HFJ0gO=iE?Z)2lEVH*J@BrahOel#-l|S?h-;{^5~eI5ZwwLeE;UmSR&I(y z(2Z`IcG+{lm%h0gjyRlveYGG7tg=BkF=w_Z$m?H0dU8gF+F-8Y$ts-q4~}%1lD>88 z7OR4PIl@v;?@|c%@L3P>`X5u^D}f*)Y*UK)Z(9``2x_E@lr+oeQX?T&4yRFwU~$X= z-#CV4cXU287i|}#p`ihpHfi05-IUg<@L224l2K;9`0fZ)6YCl|<5=iciG*-1N z*f%DKbeMvqoY(e20=${4UcSz%lf1EMs92F_#NiT=8}GKo?#==Zr|tRoloiI#xMTwL z9D(3c(z_tlxSWPgHqLnHt0Rq#JE|0PV`1OxlAvR9%>ogH`Y2G9{F_PL>S-}*}c?>!8l`jGhe zh6l^`Y7ygZKcY7(3 zryd7SudHfWrto!ZqG&lGZB9F`ciI~AJ1D}qc&!{R?F0(~daV%ou0?IwzWa|s+ zHwLCqqW_x9UFYPaH>O&mLO90X)RGpWdT={?c&QX{nD|TfKpDx&_tF7c-B_QlmjK3? zIIur^pr>|r$;ru!@EZ~mDcp*I$Adk+-{e}|0|I2h4`G$Zx%VyqbSQR{(Dh%nGh9bl z*^8D?d_tsbrkls#GhY!J55YZDT~y zE0QnXy6@Si8>U5r42CCYT?g?);J5m5ErTeUljg~Ox8^e4TW%{n@?c+ma|Mn-uVtRW zdDpV+G#%jp_g~@r4x`cF*gFSsisvT3{i6l=I-&g~7q!uMC#rB0+Hao0fEOaC_xa#k zxHtNlMdLY@^^-oD2Zswz6ERmO67aCUbIowz`v@HgSHOY+&ju&M>0t@7v+bYvMK(6$XGQd2pK&cM zG&fkl`c2piXa41tuFQ+>*fId{lBX)XC7YNPl%#mbnr`mP1}EYq+!}W%&VC{0xX3dx zOO+?&E!fZhqqG1d$@=AF4XCnn`z5u=d=!W4JUAxWH+>}>hOU*?Eyk)yk+2G&VbdH0 zrl9jR4FBSnleGY&LG#O(uFMHk8VLa=-Xn~1se>{s86d{Ci%{jmAH|I{L61{#J|&Du zh8Bl64j|wUJXN-Ejo($^ySxM~cx zawWDF*5{h-4$~%zdyO8LJY~0qv-Q=QqC#JAEy)cP8uR?P?p>f6AJF7(e;dp<@4Ghu z-+wO48pwUA*l(m5K6N@{P?#4DEQfd3PZ9!8{}t}_+{hDq)_aLN^w`>@))fT~72t{& z6LT82e#CwJ$a_{r;pyciyA&^RR+rG)%7kCG>(6M-f0%L`)3{e|QWDRtnDt+l;E?qR z$^4?H*LGLrrpPssKb#Ct7DcYKvFY%Uanf5t3XcQlBg`<*0V_{wOU7Xs`g`7MD+{mo zw81H@^w{Z&+M5wplXoo4PI(0-3>OdU&dx#UtvNL_HBNfEz}Ev*?_N>8`ugvCD2Nf8 zJ9{vp*`^FryScVBQqyjMUfyozpEINw^pHq;vZ0;UAS1^`jVDGIby{@@U!Ovy>j7N! z#BH%*11;Ode~cdEoKj6Wz@n`L7y+gd&)OQpaMe-4wZiC3^a%jJP6{`qrPDGc>_;E$ zXtCCE&~ZYG(%*kP6=4=K3+-JYEQuubHAhUnIwOoAjnhhRw~bMX$ttiljA-RcB;&pZ ze~+zv&M@=wZtow~6B1w`GV8z8Z${%Gudr^8zPb6$R5#n!wh;SS)xo#9)#njb1fth! zi#*#&s~R)Lg62+khO`2FIpAX3#hW(;FN;gQ`MIqO6p4}1>xBBFyc28^!d@ROkhW#K zhN%?b<)tlqcnG7phMa_JSXLfl_LpJa@$2X2^K6!sC5flU6fY(9p#2f(vvLOMoyB|o zCM_EuHz@eEZCAiiF8A3d6%XPuKcaA6Tw(gwDl^pS%h4B;coi2S;N;|wUC7A|l!MZJ z>f?`8o3*{&B|*;ran1Kbh*{9b@J~+8>RPYV7TOM3NVeBR%cTGAz69lmsU%ic?FV4b zTljfM+;tj$j~AoQbAdcaHWjY@9CYP6I(=l2Gn#Vm0Orj6o2JFmHr2csGRiEYDEILm zfu2_w{hgZT{JAXE=&kv;*9Gr-RrnSP-cne@DNT8H;LY;jmHcQM;{f5vdLaEtH@L8! zqPh3_elFCq$^jo6d<=HK4&=N%H2h**nDvA4xbR(?;y>{Q8zR?x+4PqbT)Nt1Sgh`o z-DwxYNref2LNUw$fn&1NjpH21?&F!wjA0_L%;{vevMpn?qHnZu-4aazBx%r-Y95B#&MEsKbEcK32E`>GC|Igluv9Lj@{H7c!Cp*SJd3QPb2vE*$Twm0)d2!t!RyB$-YR~h>V!o=n9|U||7^UetI)pY zjm7NqDt)c`UmVEXpLu-ns7i2I$B0h8PHszK{XNTBL7Yxr{bnu&81Py;7)Grvg5swO zti8>lrwLZ+)ojgLojbJj{5U(z{9umEEP(FL+_W$9x)piLd5~L$Kbq)el5SfiIGj{J z47m>5?)WVF_drE7bb7~@G+hn&Qb3sUH0?uOuVi(jeDbkBRXiBg3`pw@+yT4ig%~gm zy8=w-!=fiWTZ&=MOf%nfA{*Of%TNIdp|eXsd@@d{j=DQcAx;?HS)1bL9Rd;vNByHh zW8IrQomt`jttRS@aEMxJp`ig;TML^$DdDtK93_$!qt*gq`6mtOd7FONWta9q zt4e&?3CmJMDM2R_^MjTFqR%B`7od2toVqd+6u^Epy{qG}aTD^6#r!FclvVdFdWUof zIXTKe>jH+LZ?#H)9A%4aj

Ly-ZpGUBA z1}tA6P1pkE>BUQAe7U@5+`{R}>{TkS2a7|Bj&$VSKnszIV0cJ!3kKP{w`P9pY zG@ARETGLHJPbm{5_&LmhZDzMzw?&dqt0849s<~4*#1%H5$v5bZX$%@!)m6@?1A+O( zH7Q%O0}i`jIz(SMT+A0o|Eg@bCq$Sz4(`74c2pCZHmysKlxO)akElibV4H(p|J?q0 zUquF+^`bKN`&zz&<^v#bh{_lG%s}sn;2-V#UvHyJ!J>!-p`53=Q+CAZ(R3n)jcC&_QmvQwl&T zuY9`vsh2a1a?JVU6lTX_pSQg$$t02#7me^|4HML=Z?hB({9a+~(&*kwZ8nT&r=cO7 z9$01~Jp=EvXeck|1MN%=Uyes;JlnjT@`aV&B96Ln##oe#7!v-7jxOv$DKBsZ64xi) zO8tlDYWp^Q_KtXn18F(J&WhzsVawag_j8xBsej3+Ek9?Ax(kRd-&V4%kWYJ%Q-|qB z|I|ZgcOlz`gp%~E`6!#(iIcGh#6_TNpBe!LDXu`~cebSA5E1ue&Bvkl(nRp~5RVUJ+JOZ|X6b^Jq=tRi#O8N2G-4 zatdwU@tBk=cfj*Idm|7!ZJGPP$&Trn2X=bOBfzX5A0je#*m(G*OoyeD;3vdWf{kf@ zhnLwpqd|0k{cTS;Hu%Ty2R~OBJ8I00_!SW-|C!%nnpgG5bDFkuC2X zaZ5KKO`f?vpmAtm{{C$b@>DrnRtiw}xr|0jd+X#=#U>_Rmz6!qXBYG11^e$Fl7Og* zSMpc5tK3yj`W*;D(Nw4FW@oneJy?8{~F~lp(kCAt*!Jn} zSbf2uuyVArVUR1(+`5>RC|ar&OAB0_r{uWEXUCN(Re=iF=kK&)+E~3?vUEPoFVySC z8SlHGdTv-WllyU=t?mjn0#vO=L`AK|nK^<&li0Ypp59ybiE0mJtDZdsNw*-CO%S&2 zEKeFX9&s@z@p4Yhsqsnce=rCGL?kTDO$1sA@|0paTsgXY;$E_4KAM+Hl zt41UxsBba}=#>H{{kDAUkB55%&#rm|t0|&M|%b zrQfaHfO1GhPU4sV)hCpa58Vz>;6@zB#SIUtCu*t1OxUEQrarK-`Ir@6^x^L1gkKu% z7K<~Lp)a2?LNV$$ua9$^xe3CLDPA0t%-4`k9b-<3BzEwY>ItW$K*z+)BKs%6h>+q< zrJgjOpW|6Pw}2PNfZf0=eJ#!I4T>(H6chKuGsWAbv3jvYAjQ}XDC}?P&%%I>1JbpW zQCeYzC7HIUq@Q>(L>gT2FOJbz`70?>3Gv~>4L^k8S9#!GI@eHog{migC>FSdM_rh2B@00HLZ_lf0$+)hEv%g6wybc}-%Zw?1nJ`RD4fUe~Cg+>U=0V(V1t^vRk^Ip7AGOmUn+Nk1MxY z&{ibsZ94hJW4gcg6dDBe^FV#O-^hNqp9HtB;zH;B+BmIo)pM4xO7x9}FV^Ub-a*r5 zM;$(_tY;7;mtXN;>QLN=&3^aO#X(VnukUi2U6e$HL#V=32Li6mXA5>6utt+p_Z^AY z`;4xA3MEXJc)@VtVayvw^Lar}@~~hN#M&_&mxr$B8-%$BRu2Em z`gQQ7Z;3iAvb4=)Y+ex@$q?b!0zIHQYk3xSE~As5Lh+0XJrA_Miv)22g~N5thY_IK z*Q{yXn|N1Bt1XO|ab6R57?`Kd5IH*1@Hg*NZq;DNDfqo?hk!J@TBSr8h7cx>=_txH zU4G{?u@2_(kWf1;ib@4)am zl@S0{e+VIVy82J6vL6>#&Z)Q3R%MJGfOG?{KGKB+IZ<8P+e3q*)~pn@ z{m4k*Q>amCFHBq+95tOA?A-d1I|kd{IZfgh6fHW~L%T>do5^?jotfO7@8syh=*L3G z=R@wTEPwaISP-Rs*7QJKPtiuULjB?#UAx##QPCR;3TEME`F8;(egdTY?(th~IR}*_ zF-hR?2898h8eR^}zvJQFIMR|&ro&*XQ&99B3Kb1S_pW&C;14k{)(q*_*n!5Rq6Tx? zj1){1Wu(`GF~P*I3IK?AU-k-FoGhlqEq}ZLyIp%wpOfr=9uR7|PCqg$uYrmLGHIId zb*1J+kg@|j{>5?L{EB}oc{I?FeoLE8F(v5M=RQ^wmFj&;>+F&L0+8X=Jlp74nM|ak z9J7!@z--EhRvhCO6<_v;%8$u{sE=+1^=+8IG1(<{C~qPfPgN1^j`})gRc&MpDi!8# zg%%Ypszd5pT8D1n`Wl#I;u5Ih0@wFiHzq32YT`jDQ6x2sfdfhC-w)9lN+EK2A%~gG zquW?aGo{tR+DJ~&R((W7#03_Xt^}D`HEZh+#Oe^K=s|@&8gK*PXGe!PD0ZU_d(D0Z zZe_739!+I$D)A3*4kj~43`zf&X9I7QAEl+sPAtMsR60X_M%yY{JI}InI-MzI{@&c zd;j>^Y&Ov%DFK!Cn&=nsye}hK4ld_ji@d=A6fbq<^L})VDR{rl)%p*ET!t|R@jBXZ)JV+3j-jcVHTc1+iV$J9zgI(r&)qbTwJu|9Fl(3?!NE zoBb^gUY?;-dw6UJs)abSJ?Dt6R9~`XeXRFKY)Tx5GWrzF6PmF%2+yl=nYzfqVY*`E z?|&OOiMQWrAyC$!*iOQJAit{Wt>0`ww62zHq}QNgIs&)E(}>+_0Q&uD9uFg9JDjjX zFXyxN6R38qO2PiAgh<}h{{$Ctos>0w{@WM<0RaJ&=*{*?E`e8Ca5A&6>YBHQ=3t&53`b6<|u{z)@ z^1Czr0?9Ke*XeL2yE%lwP*w?!bx?=ElHK8qR-7j5WYo@6d*n_7>?75|khccnC64Bu zcZSLW;FBFypQ;+)it{8`_muKQE6y2W$F9~#BOcxj`)#hm$bIQdpCu^09I9htx$p1a z?%dIFV=H8TYX$Y*o1x;LWh?265Zm@?gG zz;r;k=ssz6C~IbDu}XZ(G36puc>P`P11`~T-`7-EBL)DJ)J5|ztt!F+{spR&&|Cwj zSoTD)^^S5Zy?9@Fb3Ph6?%b6D#RbXCnVp~x=G&k5)xa%lUwhxL+X?(vC;X2xQN+7| zDKrD90z+1AEzxrk&cYHXUuc|CVdpAa)Iu4aV>a}5NcNH9#-O;s?O03~VlZAu;x>>^ z4!BRVLHTQ2xIH{(#Ac=I9sJgO35+INJRa0Wd_4@dMD4d!z0g-8K32U6BAqPEq3H97 zPsIbAKy)1=YQbGEz`4R`J1{A9_7N2gIG$cx-_aT%l30DOwkQnS3Gn$@)F_A3U%bCm z^ye>-#1O*sqCtpOkd#4L);7BZNSn)Vf9kH~H`_S>B?3>`dONbqDe)tDT~%K}zH+|a zKe&DEqyytHh1i%>X#()sa92aiHa&##SqE3I2)$U?j3(XQnM`sD-eSo{TK&r{0Q~j( zL8e|&!QKx(-=*o%)#M9VkBfH6zZErDqK=l3_Q1g~DnBD5r?^V`^iY5PfC8qX4p2A< z;02UH`jXDqh2Bf6rA!*3zo|SuR2LC-&)T}(`JkTlA=nGt+9M}g^58NMxN~-5((CIOLH~~@Ss1#v20Rda>X;4e`-=>hTEB>V`nKsbCO&|R_H0MeRtKW8?PiqU zG{op$)Lu9pE-f_9m-XrUJMals8BpTxD`VrQoC;BrbI+otA8hg3ytHL~Ej|C*iN;YX zX84KLr*ZTC^2~OBw~?T(s@|AC^l{{EZR~bMgNT==)s7vYgtPOk61CQi$F(-Q!nW%o zCucvX&@=*O<=*Px>e-#vET_^d{QO@D=WpC#0-{FuSfR|de$9LRA2dFVPy(m2T(M5Q znV)A)ZGI%Ph~Fb!?8wiH&@5q^`!M5^YnDuK$XU5Xks@JZ(H`ctxGMeI1ymwN=Pa#L z9%En3B^?Jg=M&q;nh^;o8{1ws-RDd*y>k(_>rhtrHm*Fq^z2Lpy`PKSa>INNoeKow z(1`}7Sr5zByF=|0aVvl30_{je7%2Jj7$w`z(f8<@cNU3R;2dpckLLJ%8#(Aa^(7`Wf}pK>p&v{-0qF zBd!h6iNRvc%JIxvMj+Od`?jwY*9@_I6p-0D0hNe`z=7DvJD!lSIkp0#xJ&)iHv4S5 zR>kgdTNli0-?iBe|Lu_q*Wx*A_v}`{XsDG;unhLq3VjHn!fVk%t25LYjFx_}n0)po zIp(!a#2PT8M0l@31lP^m^-fPm|;y^uklxjjM#3dY()_As`p zvvj%axJ$pU{607qS$--Jit`6IoH2;t!wGvsdGe9_^on}VB40;Dkf8_O1$76^{P0<7 zz#xlu4!&h?JzM+pRaN&XmDo3!a|DoDSw8b`|XgwonqUp7t-=Ltc0!NGu= zS7^dug^^HItV2gtT;WM!#>r|KaXCx7)Y`3e);3GxiE=(a(8tcYEIq5?u9yUs3R}Wk z=5C=E{BlDxgld-((%U{3RS}Rea@exl;&gqIfssw=4__laQr;8!ECi|Bx z+BN3vLfHN|KCb@cr|Ql6V#Maz5+R|u&w{c=1C)7!g$MDV;CXnpD$%v%RnGc^1ApNT zz7FHSHNzeTEa-n({>ul2K&$pY#TC{Qi?Kix>Yr4ID9F3k zg^W4l4^O)|2|Od*@CLBU0j8r+NpK>uXSUlN5b)YuTo1Caw0$2>pHPU{BZSpQOaZc3 zx0fvsJNClBCGuxpJ5qjBn^|X_dxPl;89W1Svl3e+2UW`ASH!2KwncKecO?PV#?&CX zr1H$#L6v}efSHdOD0(>6$H2B1<3!Q#{Q5=5!43J-!_B_RL8U%W3)By8%A3q}IJ_;b zBe4jXK_!ey&(_Za`fVk`WjJ%QkFlpV-t0wD%Up1S_uvx?O9C*(@;qg!tf``D`@v;| zIhu{4YWZ<$4NGuds;nLlnEl!L*q%6hfVwKzLUg3Xa0|;KCK3maEk95ux5>QO0+yqM0 z5cpJyK?TMzB5oB9t}la}NH-g>%4HF}(_v!11paq`UD3CjQvf3^!!1lqdVjuRd=(dW zRY4)=_a{|DV-ZTL|I;NCxQE;RZSdbVAdtUXf3+r5p0M;^udESw`ETvLbyU^s*Dtyh z1r-!AC9c4*Yy|r;;v3~-9!%83(l57bE>8bBpq}t$2WLDUvYrb zRNGfSyKT+a;PBzYJ2@;;KRyi$D}$>*1=8WN+`*X3XGOPy`NTK}N(A*n>I7qgZu>E`9my!2YMv2A=w}0t) zQYz{Gp7YvvNLo5J%QT5&FX^hXvW%OXTL|w{@i7Ibg9`~wN0|;k;O|4$_by8Cv2$&X z*Hzhs+*%9Xs_xh=To$q+o82i(BhqsG7Z39t4A`81xbgGmg@ASTAJ%@2NecBvIIZlB zBSU8)^O55lvei|Q`+5|KP~MenVVio$_by}83F>|SfNOPI>Su!7skh4=J8o)qrmp!f zD?w6&hKeBF5!5iVwojG=5k}XqUL_b|XU?2CFDt9!sBrx{s5C4jeSQ7C87=`6=@U_Z zCCQ7u=Pz7X%KrHAqgsfHf*;C{3sniBc~(8gG&<+3DkTj*1{iB56}U@{_5P+Bxbx@K zMrYEkkn|@K1D)%_T`2*EQs^juWPzw^U%DWybaU3gpI@kag4U> z+-{J9TtJAhRdOM{yAp9$ODo2`Ez49Tx*+DJtuv)RuS>ki@?`XR85!kPyj31i9!6S(Dx~;(XKo(Dv9xEwOn=n9 zEQ8m6kDRVtHM95|g~OSl?`llatt{hx9S5J;Z%X(2Km>V><=4wpmmX%^;&B0AMs_U^ z)z`DAs4HjAbWj*(ew?Gnh6~*3RD)17HC4tD`@@v_1s?N5>aBlTjbaUE25NZJK6-;~ zHu>{1Ka3Hov3sjPvuXW2_ai7G>)Neb=k7UqWmPclToG zkusg;OfoVuRtF)D62m?He0w>p*ZIwLBit3L&At!%P-2`I5V3PzBWY{RAI}u6DKgKR znJ=|y;QCbK!;>2I2r39piNL-9vSHZ$ct+{c(7kgsyBfYV1heHSY0YH6BJ^koFRjwY z%6zVC?u(Xmv+{_D;4#*go#`-jTP9$yPmN)3<*~Gb@N*eS{Swe-Q5cQpN2be? z6?ryZy1vleeR*z#=Ihh_=Z1d1rES)*-kPMG@@FKiZ~&K}hgEPQ+TVWs)cr>9o4-pw zzPI!L^Lv_ibC}lCZC}@nI_fr#@txS;9~>Nug+)HI(6B$13L2UAwXqH_O?9>Pvi{$`v#{ja^H-t2Yz988E<|4a^&YBPvEjc7WxuY3X-oC!Q$jA@u z|29fLkI*1=yJVA0AbX9fQS=2XtK$?nL9Eqfx8ALOAwnBjBLm`H?(*NHC1md9#q`n| z@e@h`+E9q?4|v-9*)xrLyAH@V?WZQq=T?H>5W=gsy8P=VD?Am$^HsIao(*|l@%r^^ z2rWN~C+#Uf?PLejB~iBFw6&8BjApqDgWXNy#4ioplUd zz30z&aml~9*>Afr)>c*?#JPFv*0+dcF65;_FWx~kYRW;9zLaTLv%2z5K2pZUMi_aA z2*h+;NF-?aay(FxEZ3=`tu+|yE;ThZg-9lN=f^&`wK)~alyZvNIsvP`i#&|J6w7|D z?p*6Z)NL*o#ZuHQ@E<0L-^9h02++-}y#A2<;f!cnvvXs= zJC0L-LeJR?ub5hIKR;nI-qxNyqIU(xKacPg_uONS6g4|eS1f?el_5z6>(eh#n%vUz z*)}OCCdNE(y7HLJy?Y-7(NNX{efB#D&UYm#t25-0^)d(p{veaFMv7U85@cayV(l$h z^!^54hF<&nNmG{Uyq-7XD<0C&i^2)WkVm_qeW*P*)3QlPWvMO#V$7-WFB7aI&1qsF zfEy81dKnnj1jWW$Fnj9i8yKJ=Ki_7t$9Z8~1hE2F=|{ui^5eu@)9xw$JA zn+wVPh2!5=KHY7-4aPeQt}!nizCL>OuP?}e{_79bs|xoF@?aBiMKiuHI8IJnHCQH# z`Z+~@IRI5G@#=`=lL&X9(p&XBX3D@0CxKHRAz{zg@x?wZ?SP!eldV1mb=nI+!dYkc zm-R2bsuLPq5Wid7S}o)o+tXvsu54z-#tkwOd9j{<%>KYG1#Zc4_hSS>oe&6vV!4GB z<1#HbP#0T=VCjhXzc$!m*Jh@qoazL>l-%9`iJZA#>T4?sNPmttvrD^4s%SYL`iJDn zU$A(9AbB!rTy<>@g=F>zyp+z(f9WtM1jxTXiG(dh2^(Jz2~DpQu^|yOP@E`4xPp7r zqI%EkH*ZY$UNz2a1<&(XxVSY}v!*>832%@S_m5~#HSpXNNoW73Hgl?%*e-cs;M1`R zdlLtLcef4+#p%@RnSGrr}17bN}PWO6P5J9G_3*mvy zczXn8rI3=8_UEDpt=)!Ws}+`){jcfhrieKwk}+_{4|iG!4rgjEpiwoI4XhbBvpN$}6Gr?74GmJ@nOlY9VRC z5fK##Vy9sT=JVvqf#b)Y6&0POoTbYWu^YWrKp{K-Y^ZT-AzX%#C6kw&RZ`SSk)~~; zr(du@{#80MmjQY{#TLF+lTP{1Lqe1mj$3V*Q>HrMJbxEeZFg7+ONW`;a zZA=0b*3Veuf0H2eIa~t9i|%sb@G7X_oQ47272gz(C(ay6p|gJQ_~cpcsOv2{X`0$- zc9I3QZho)nZshgm?*weA#7Bo(kgjaod*W)+2y@6gaaJ+&y(Hr>7Z zkR5VImfvNcRDvfr15kT$H^miV7bLgDsgJ0;w7`$wNVzUIF6Kd}uZC_`p5x4k!6<8m zTaL)SD&Sxiup)Qx#syOUIdkTPez( z^c>^TcE63|iAeT4%hbNbG+8xsAR+W=NaEj=%`GEyw=o300jEVYyVjB@03iR+rnkT zUmT0%|6r)Ee^b3`NC@kTI2Op{g+km(_|Z)Fb~x7YXyt{=1#_ia^DCG6`_YNXPwjvPj;7^1W}0_|4L?Q%eF|HS3_m@Mln`u6*&OW7^zGj@A#4l3kLE8g&as! z?!^Lk+CK4yX}jf8qE0!_e?SmL^_H&|rk$9QE)ka zZjfJl?J=*o`ib5#A%~gQV!6p923s}HGZ32z`8fBHBPV*QzBPH3l$A<=erpP3oj5K|N}iTj_MlPRy&gEXUR=3=!KPtARWT<(1S#;@(|?MGe7 z2qMN!i6NBqP-`elH9-)!=X0ciQYkF5uy3wEjblj;B*T}T>veFkAF5OEs8}TAItJX# z_?{-tL8-HWaqPQtwk$RnxxY@GMY z5R3tzao>3N13rk1d>R)aBXr#@dp_=rt-?^X(4aKc*J=@=;Uyv)^FE{<`gZUb{0zz96#S3HQlwG=z1^-S(XNLVig}kc9^AzCdtzIN3!C(2YKP zCGuu}UM9Pu4S*VTg~JO_`Hme{C8qw684?i*Qp2D4wNp#^y#$WZTdMHFKtcWr@neho zfgL~i#+%r0E>S4vV|G8KxK zkEA|*DUI| z^gToXv+{!;X>+b)<85fua`%dS?Q%g3UZTp7*GLo`D} zDLA{+$=8?fvp4Y^3tXKkjwpoaiLi{gdho=Fa3V1y3eLkZ4i6C2gV0KQeZeclL7@~mZ}F#2n;b#3G-uyj&V55+lN4OsJgU65vvXJ9|B$Dm zPD=d0<*6__{X%iOb&DCEFDPD`9NgsOHh=r}O@v)q4P<~_Oe!27-%kB3gny_1)27>p zz(j|s0mLwiQ;O2Zr;>cCHBJQ^g-KRH3Mio0NCyds#B`~`fyXztm`WOE{!WyveW78! zDMKyM?tYis$b9e7W}h95%JqF3k!P5{?x(td)`^xyjjK#=Z!ZqQuj#u#utEcP@ZiCy z4zx!Pm7U__Y>{i)DxcN~nC zTdZc~XSq8-wxP~t^n=g**pq8w4se~XUok;G81y+I?7BZtqJX=RGN$Uppr1>u-_mb~&)wX%hI@ z5uT)6pO2rEM>WqVU#o#B@+?u(;_$a49Bz@&evcBjUPR`TPe7x(iPW`u@}XeU_LiX%8~AnIaA2 z*HFum3B4j>dwEqA=keniDDe-h8v;+rvUpJJ1DEqw5)>R7KZkb^VlSYPw7#X+M@(5f zzn$xnE-99l^lKRC^K3BhrqnJ=KP#qZTT*R?+Pn3W*`5^jY^hgNj3u*h9iD+h5FzWO znk2NnxJLXL!mMh}malNt3X!i-CinSBkDJ%*8etw2#Fe5wz=AKgg?2_iSt=*Pz1wQaI{CUph z@Jxek4Jz_RpagPr^G|U|@b(L*j=PDdL|g5a>rrafgfk7HZuXTf-1HUY*DL4i_V4(j zD_`(r8rJLD{y6lCHl8c?5;#OQihmUr;>ICpZ?15@wpC}1Ab)M#xRK~=z+fxqm9KSC z0`=tNE>hq_xBKVg1dr1_gsV}f_KXxq@|wq6=g{S_XPIirQ7>$cK5U~iL^PbW=!`|9 z`rAmAHcfZxI(tFKulj_f&2IM$SX&Oa>vy6ORL@Ea*&A~uyTp7Tw9%iSdx;m!ToXB^ zBD?NtK-l{39&Qpl&DwgOi+Y1oPAwoR3n|xi_s(&wn9jPOv8h$;OLYA*#|M8EWbfFy z<3|79?6R7_$xS?MnSKDyT0Xc_A!6ND{1#)PErjO(ePb$squa4We8D}C(C^IWyheK7 z3!5Yd80nuWJPlJ!m|nEzSa4dq$5z?573hKL0am+SW{X2#lx%pT(GG@MZ%(bU-Z@A< zIpK7rJ-=G?+tpOH(Bc&FRj%_+XxuB+DsGbReqhIRPcHuQiNcztET^p-Pm60oSQJl! zOF8Yq1M(rd%)7q$LQh1klIyEg zCcH22MlDrG7QC$tF4L{U8;3{vJL_5ae(X|b~|AXN{!@$9E#`8~khn{A6j9dyz@&?WMh*)LPXtvH&ScQ2OUdIPjO15fs zjY-yvY{n5w`sc=%=!z4v7fhL{;r@$*g@KJt{?et&{ewd*duHR|BH0K5h+Nlz>u_71 zMaUX^8ckr&R9C2TWd%>AenWwLU*CX^v`*RAm+k5SW$H822Fkv>Bbz)QKY3|+Z)lRu z`gb%mLYp(1+&U#Z)~l=&FBK;NGlI|-j2>twP>ON%w0ebRPY-+$zxO-p#8_=`B9~wx zPb}^fz9=wP!q1N!qLY!84UW>F1c!_5K3r!J4rc*5(Il`g6K>vTV%s5KwirNikYuma zFn~Qxt4c$p+YNnd#8$N>O?FV7B$v8BzK zsllGtXEZ!+U2{cBV`V?d^~GGz{Y>_k@^|-O!}NDriH^0EJQ$;Gxsl@q;ATtJ7H%7+ z>qAH5S~RcVIpc_D?=3f-{QmfR{hldUEaHU{zGR$qE2ncJA{wuimGI+V3yPe=R$sR1QgNnE)NA0>C0&53RIhxYNQU z=*BoND2O$z=ZYWdGCSn4!yJiU3k1$3-7@;sk1O%#WO%4x3wDRSH41E5=jnx;5m(zD zJeFP{3(;?N@`g}~wQ9iG6_!nHBlCrB&`Cj|h_^_9xhkQ=vLqJii&2r}>RT0H4VdiS z5qJXCZE0H)DSoa0hVm^5d-n5tJX`>xt72DNq%FZp#VaqS|>M0T!@ghjh0yM z`X+QPM*NjQ!$P(Re68YqfFO~{?nq$)n5&KqvU+|aKU=GAJ?>Q}>h>K-T{F0G%o165T}V1wL1?R+mZoa+PvQ%U}C2=PL25Rz$$fxLbETldE3oBDOQU z&z`hjfS!(!shF<9T?U2e*}Vh%SP%~1twkQOW6A`b0NfspevvQr#z_3o7LAR& zK5v2S2GpcY^jiq58ZY^G=_fsa4|HY{vk4D+C6YRO-l>YMyJx$Q6min#D3*kzM4xKG z@9EtZX%3NK2zhS{;DU-`@rT3hv$yYsd@1Lv6>I0>+=-+C{->`0WyrThPHy+*ePivp!RX)#fE1{0GwvatEG+Oq z=8KBuZ@~-M*Ao-L`$&B1pZu!$zW9}wU#t}$-0Mz?63|@_D@~R>}Dmy(}j)BCz5l6v+cm?9X)02`mH%C^Ggt zQz<7kB@bIaBAk-KIsL9Ha+i+ZzSMpQFIV-G5lff(N@xnrC-%9KfKlORV&qAg=oBVb z$=S7z5-J^C-Tm>=cC18_hIYu2Q%3)kKFF*Wsk)yXx{Pj&dI(p~t8-q*VZrh%Rr4~^=#ja6Z$wiW^d?e$G>2cb zgjiYRvMeUJu`+ed@`?JUT)Wc3D`J|lZW7?qAUJdetr-Shd#lRJ_Z>OnjfTb16?7-y zoH-eLLwt29U?o5){+|f|PZ;!I3Q{)12ubpbU0<5quGd^+h8v`&hh91+@tEh&DWi_Q zmgf6N`rjaZCucKan9t6)u!8Te3JVSiDK(Cd_Ute(GtVa4f#B<07`2mtWeg}O=$a%+ z@(T$yNFQ?mScnwRYwrSEQY~!qk@C)1e6brlIc1@M3y2F4sUSIkevl40K{-`pxQp;` zX-U^xTVUHpgC5e1v=JbvQS2b#$5cOnG%2TP$tx>|Qlc;;!xPI8J<#i8BPXL32=T*R z$i)xH%Lm^rhmO1Z`3;5l8T>pvemOZODCGZyYhhr6KbpHV5IGF15I77`>6Aa+4+qf4 zrm4A}#C#4vKRPS{DK3R5?}p*zg@uFo(CgZmzL4yXZYz6IQzcY1Nmn+E>1DQti zjq3`Bu?5&0N}uf~6aYw|%qDDATQiMT0>eT>k3*30=g%L&Iz~`7fmW}a`@J?=flR0}DU}2; z4j+}02ODWGDk>T^CR`&AI!m$xtq7>&3GDt*hL(_bznB(h@SLZ6~>K2+0C=&qy(?5!@Dt!OP$I= zAg%ebsw&IBF;CL}gLwipjs7(8pz@tWR8>{U)`Y7x_CEm2%lToN#G;TQ2Hv1)D}W+d z?c*J^H`k%F-UmI)Aes(b|HkzA-w7QFtWvmD@nNjEa70Uj(hOJY%P;~1woH8R02&K4 z-T%)%zDuH!gfF!q&I865} z{Qf`F@7DdlO#DM2cYz<6IMNchf$tL(47$vh`v~hrSv($s9h}=cn3!at<^ds!OGqfQ zQk-ai14o7~84hpd(e|Bkj*gD51@LUg+HXEc)s0XQ4g++8!ALktjx`!4xec4`CrrbT|Y5rxB&({~A%IDr;-GaE%*j88P?B2u)wvvuD>6&=1f( z(%qI1_Yv?i(PRSes0=h87Qx#ahKGm2rCm4q+ceD*=yh;(wEWepKNz&dKs!WJ9qlO4 zLXsO6jvVk;&&}SORQjaJYOydW-;)Vf$XK<%4CyG?I2&54-Q8iP_b+yRK#hrz1@8dw zY53+K`zIyWY1KvXT0>R7^DaGC2~p;j=s6%cZzyzh|6P_vqoX;0vhx<18cr2Ys(g)i zc6ffF?(8oNEw51M>LMaQ)FwPeQpxx4>py@$)ov~Z(#U*l!}}YDu?>6ZJwPmYg?16) zln3D%*OlpGC+{;8^( z3mxg`#pXW;*`<$>7A?yHp`CkpbP%qzM3u|S-%qJsl!ilB$=B}8t+7+x3-s5OwLD=3 zGER5+CyU%ip%>-d7YQO}>SoO;X7{%Mb+f8cQZ@9?grF& z7N6XTLDfEY$zcmO12=k5!J5x&0`k~k$~#FOS`bg_S7l~)$sN9I9%ZZNKe5)-lV+v6 zLTl;VUfm`d*f!Xy)teg_Gjl}mv)?yU2h|+w{ro(xuPUbqTh_y2?q{KYl3f$p9`r80 z0+F-1$}GF%JGd0${m*ZZkna6w_BY6N=nxLe9_e_i#ThnaUkZqi1_lQISi&9tYv$c3 z5mxrN>GoVRS5ryv9O2jiTL=`Igpqa*d+%!5L^R-Md%lt}TNJDDL?2<~n|W67uFw*% zFt>}3gw}fuhDw$ZO(po3eHt`Rn?4CYIJd%ndlHJW@?%w;f;{!wZw97w7F~J=^D_Uk zk!|Y>L6g1)GY2nI>AtDQfz7wb3RBUbv@?5t6H_nj={MkSb|Aom)z~tigUK~o>bgIfhYGoS{&yHH^nDS`G#_6)+{0R)(&r-)mt*|H;rIrY5_sV2&fuN`~Ps{dbe} zKOe+#R~)pA^Gst#qlfjlXP#SH$40hBWCz4*T8FzPTK@3$#{2O|ozh&gPLqz5&!R}w=~{Pxlz^EB(JRgoLI|u}GOLTXyS(~a)0U3utsnpLeIK*ji6Rx68TelG zemI$vTUSFg?(O==ZmW>_01SF>^?7S+V+yM0E7kKtQFez>&uz10Bm5+oJ$oq6vaT`^ zoL*7it*H4I`o{hKUazlfU6`4QR>?K~tbSe0)0TO_-KE*%3-esh5y;Jpo;%(kY)(r& zzu#t-Nh$W{_g*YA>ff%0J*s4L3_#Dia-M2^gkJZAIp&z7gR!lDuBerLq}G`s*SLI| z5`yZ@JZc0y6DxDkLS(KT!zO5hm{ugbwgw{oa_W5jYqBrZ}Wg&`8JTMRWLZfF>NoD z78hp;tGZxrZXTlcwYvHW0sjvYY!{`}!99mYB?fhFyt~pf-*)W9En-3lhPz#}kbRK= zLny?`aFLU_hA9eg`7WzJDac7(2+ z#Wi2mp!C%P5LF?88P_Fs*L5L+4W05<=fY<0(8nosfNy-^XF=h z-P_$gokIu{C{=DF_ftlzyN0F904Fo;kR_Usx>F8x^iZDg+{*bhnB_Mryd%EDnEEPK zRjEuwydPSl57@prY~}BdvEuvdzyO2QA7B;}a0$#8w?$IXGP;+~v1)~mseVTcMWZFx zwl;-qb?_0_zgqrdOOShAfDVLjvnH{2Wk;Q92EuClJNTskIFjHZxAz9jMlgoq$Eo+u z(Hd=KOxsL3#ScVqP-Zz7p!nB%pI?5Y@?}n5I3<Nrh3ig*&1#!S+S?A8i0WIAXbHL|A^Mff{-HD^T>!2;++UKX z+Ob?)^W257CH)@wu@-ZLQ!K`L+i6d`sTM3z$|+>+DYF7;I^J7Ee0#7lyICH{j^Sk4 z7RC>^=P3JsaJ}2w-}!`v9}(fnMqf&xY?mV=&&NPh#oX+6j_3Ta_cB+!5V7VSev2pW z!aF7L1!z#q5HbF2+7CDYLIMa#pJM1570s zLTI&nl0%LDan^90T%lPjL&ygzjy^L&m{+Zv_ZeQAb(6&b91eCBnY%@PQIdSNW^9B| z{5C9v00eRf&?M)1K}oc~Z$+g4 zl)h6&k*%i`DIu6t^cWs`*gSIR%ZWBh0h_4o1;>k_i@%QeP&j z0bv33O!r}+;(s*4Qga7bQwzyX?9QX<=d?evE^jn(!K4Dr0ulDTJJ2OIoBxWZGb{Y8 zO3(g5SsK}y23zT+b3bikwab2ZB0Kjf%|fq7L8wtYc^e2c)d6cg z-0*|7yxgU}TDJy&qYNP5j&B_e7kR4QKy?W15bRRQ;l1`a=f?^6^2GKi_1ucOvIP~V zeUQKdZX*Y!UzbK-7;A*U9N?WEr1C=cDR22+gV9Y~06SotieL%~QDH=r*p^l%hodw* zyPs~i&bi8YT?PH(^He(Wl&g7|8RW+y%`R~GK>^smnh*w2Y;>@7kDW0$bRnDiwF#`qT?#QQ+IDL20GeczX{F5*6L@xVpT zZ;?o6%0SDaHx%Jl{xWbFk`j$MUIb(K10hf*t@!Cj{b-8iY+XaonLM zEsE|TDV-Ejhq6vfAnVd$Q@dgQcD&@RpFl)qeCgIfLEF-NOxV(VFsdrDm8;;TfwU zdIR4t!Di`X;n)&!0_B;_uo{qffFZ)1fG{?>#Bye$u@e!l=`Z>n!kGK!-$+a|F-gyW9UmP0F~O-f zDAs2ESan+kl;QnJHQMPqW$Vdy^IbWAo*%=hbbUai`P@9Ob`z%8)S6lI8O22t80vOs z@AViEi^T`mj?zaZ_tYwli96FaCueA_f2qq%goZ&krvODU7c~Q0-=($zYaH_sZQDE< zDXEN9CM=$?`VQ@O7!rUg2wK4q&}UH4jKajYrrjmzeXl zoJ#HxNS$yzMWs%6kmtyi%lGg+qVx&RQ-m0xuiREl3}(Jk<0C1x8a15Kl0{IMWAF83 z9+TpPB{GVHQ%3FQl7^H&`WV0YaTr@-2WIK?5m6sn0K)&seSB?Dub>uexprxao8hV` z6_xe%eu%vQ8V@z+alisA%5Ko-=qI!;g>U0cw4;UM;MiJ)nIl8t>vb>?ir$T~FKum_ z6@{tCH#2JMK@SO*Mysc1i3d&k$*Shxj!K258!67}PF@Zo`c!m1EF0MmaGoHssLpLe zWvj)VzgYK{qWdc(lliBeH!;TdqQ~{EI-D?Up+WAo_sFTQff8=|w^nqUVpPU?2eY)b zdSTNAr)%BXCTol$c~hcURMNTA7zlKgLatwUH?#jAG`u$7gB?L1!1uvVQcND$E-KEo z^b&3_2S-ljI?mT163Rm|jZK=aJ{EUAPT>8-!PHY@Y6vB}$#_-gF>>V_3|ST(*2;K( zXKhOB!6YsiO14>NTi4||FM?7@LSA_9Mp|S}Vw)1q7#WAFIm-QTaSA#I8>@BT<4|`u z=ND#hS#RARupLKHKDm`JPv*JB+-iJqA=;J$`qGu=QKC8bo|t_@a3p+aee_zlRw1!C z_3GFoytRKuU-=A0{0xS%{RdSufX(>lR?UO>KI7LIwDL6kX}BjJrU7|JZ4ll{3`V`^ z@&9L2*7+RMOKu@LDi5^wsrj&?y&FR(oZA*ov3rBybPnBY5>zZ(H3*zSTn#iRh}%SL z1X&-IZt7cfj>^;GN4pSj2EGy|b5UTX{rvf}1-c(}k8CxH-pR$*2Mr6IlysGneOEU$ zIlHu1^#<7w{kE4cJuv1u`PbLct?{g1dv&tZjKPN!JS7H7Tg4jvjjmZ1wg{;=#SMej z`pbUX6l3dxM4IZ3Ts0-TtQVRmyE`v%+)!HkzHZgE$BKXZ)VWQm2}iijtlM~YyUDzl zeNZ}&sj44ck`gOlf@fcKi^&!>)60gldY3zn%Za`{{*&RQ=ebSmH|&o)bDitMS+^71 zZta6Bvf8y_=Pr(n^lSCxY43@Qsmm;$akN;N94!|o?%tT0<}?8i`uC9T=*hfc0KOo= z>OXJZ|GCtU%p&w+@63`>^&P9~!C1jJ!~XR5vFI3#=_W}3{4Cvn|JjRpSaE`TNyMWT z_N030Kh~MQ2aQvY%uFH7TEC{MYCI8|%y;YZZ=j|w!UuzzF4XBVBi}?ZOU!anh>`TcyloPhO#U%!bL7a8t0`^A1F?D_f&ALq z%7V){!o%}%*^R;xY#=Nw{0N{bhJ*HE1c66kp)?`US%nxP(YkupPxxH9A$rm!Is)aG zMag4S7ZU>Jr?TX!Q*Sdf8#+@|m0Vo%(At(|Wo3=~gaHDD6t~TrHa)Eh<3A<>`B)g_ zL~@pv={J>>Dlq*U>`4)O3@sW!}PY-}XF+!hxX3Dr-?i(kK#Ep2T>05z$y z?%9Lkld^l+*!ltKigrw7B_=07N2|RYqa69bAg;7bF>37S;GG$)3j>@bcj3b0kDoqO zLhav&OTB3VK}2bB@wqKqw#22TDnKcE=>Glt#{~plHnu}VWL3syUq0Lr-w(od2<&d; zVECEQ+17RpivMTNpC8=1b*okP*L9ei8U%6c*LN#x+2FHsb#``I^_4Rio0$+-B%0>1nYSebO(pkTMj0CH3{!?8e)<{r&x?(e(ET4i0W? zZdP=prs!w*IXO9%+!d|DBjp0={o(Vlu*+Aj_#q0suN7<%`nhGBhv=@IJ0Yv&uI!SP zktylw(ni%d+S1fG^7ro!lGUG*%?wK;2YUPZ4uUywN&d!-VA4|vF^T`!-`%~Bjg9S+ zyg9UvU%pg zRFs!Lh3HMww&QlXcZL2lkZCT9|7vL9lzDRv5;;(paYO4*Lpd$+b^wqWW3<9yCO(br z3_(zJDCXtmJ+GE2w1-wTD_dV_^XARdvki(#0jJR1A)fAmYNOSAdR3BW_i*BWCc0sB z_5*Lr{>z@$bpG75Lr6%-`qQQBwRHCT)pk#x0j7@5qOiE%K}dJi@#>%E)1xB@aNC% zC<*&*q^l|_UKtt3lQnX8kY-rwLLILR)^#}K=jUUGPR`D5`08i41220Tt5H{9|NLAr zD+y=DkNSGu_|$hXrMJ(hsj*^=%99Tt1W2c4WohWBA6lJZ5fSwb2ng7m$*LKd{4Onx zo{EaLC%+1S%kyFrY&2FusJ^H7E=>)(iYINJt$+A8Fe@D zc`mN5N+VAB>=0rvtB7j_Y5~_Ld?PSv>wa+XPN1@oqj?eocB_pf)dwuIUJO5Hnrxof zZ=|men2uq5e4G?sf8}+yJ(Y0g+qk%wuU@SKq(KDmX^1*FMMQREb=|YG`(!WCe8{)- z!O+m1yIlorB+%J?JUyxNDCCuk3JRaB?dR<$yU&2{$pQ60H)N&P)YW}4m}+rlMTq0G z;kk3?2uH5-8*oGO=3ehe6QtkXfr0c06O{Q~Mn*=5uW$uNe}18cc{C+KoU&Kd)Sf^T zezZ)UYbP}gO?^Ydn?#Pt#})c71d{5rDooltI(qPq#>Q?bVex$a{FxBR4b3^>@2C@& z>p_Qkpq1to8yh(* z-u)QY(jSi3ZD}b8^2BIM#GKD2XeGT7P~ODFZ9oJ|oC8dFLR|cP#vOBW8E5A&&n{q2 z+TW28C8ihkwDm(*;gK1Cvg}TcO}TaHlidkvX|iT!Dbu^z*ofn$zfP_04ghv{XIIQn z9wdlwq|-V&`|#9E++AH=iS=yI*wFCs?_ZO*@9>S_P^G7*U#h7HJ}f9K9M=e|$^9oz zFoU;o<5QujZGYwN6DJb*d$0_FN|M6s96nX+opc|U@hS`rWhBfbCg z!-k8H)Z+w^)6j^5)hGAJo3sUJtvHH5I+j+P z|1PzWr^xTZ;+^>JUctza|ui;#w=JtMkmY zERUQ|IVF@ zN;lNhjv{-)g46FQdYm{R*x|=PiU=ylq06nSt9x6R_0YkC=cS;*YWiGyI|#ysC%AjO zHP!UnkA=m=l1$tvYxZ(iuIv&M6SK6p4?{cZ((=lRl8CLXZ3ZTU3$pqjH>%xRQCk}` zoex`?0x3Cp`4HTIrJY?UTwW`og1af5kQJ(EY&`s^Ii{~qpCR3hora$Mxw?7o1%x)B z`IS&qi5RSq#ki^xQc}henMjt&bh S7H=ToFS!c}=Tpz>Jos-j$(j8C literal 37868 zcmeFYbyQSe_&0h00cnv&!a_xmkj^ncP!trTW9X0=VCWhQLQq0F1Qiga1_Y!T8fm14 z9*~kQ$$^=7&-eGP_x^M5pZETCT?<@HoOAZx&widyJp1iaO*IBuZdwR}7#^ytXhRTr zFa(j!oTUPoPen_smE2D0Lhh%_Uj|su zWrv#GKYua1;?^$S$|dQ{dHR^nAhSM+K3h9mJ51V{#W+McXQ;)+%itebvk{K+95XX> zY;_KF1H5qFoE1`4QBfg(NB${1JX}5a8N>?SrV*nJ{_pb-$ex0CuQuF(BEZ{cI4SRt zz6@pk|6l(9V#53bIX;Q+`qgFU=CUv|zihSqzWIl=N>ZGmcY}hIzkmO3Q25f2<16HI zeqeCWVWhw?kmEjBFU^LHsTzmzGKWBpEVCO>#+&f)vkfPd5%1m=EDew@;5omr@VmfJ zf*7cHP7umC1208bTW6C(K>Z5Kuc-?1(ph8Dx(5sXzp(CWd!`VGBDrp{hE*y4=#%4L zOW<$wlIMYSe=K)>TwRBk;^XgVGF}zX4J`a|d$furRq|zjKMTQU;0`Gchgi@YihM{R zqNff1CcZi^aQJ9^P8@OE+IsFhIR*8-fLdRxiah7DP!gS9;Vae1Zs)xh5@&ST`fJU0 zJ#QH`Ea%?OR9>{o*DJPV5H_}Tff4Eb5A=fGvoP~BDf#nFYwPs;7YUk5w-pAwh8rb-sRcwddkeh0*6H7j}KHMg2c=45RYy z<+bZUnW1mzsLsQ<8>(y$(eu8T9(w(%!3E7JsWp#0Hq$qH zLDf5;EfF*7WShK2NrsaX5LnFW()F!Wy8Y{zFOcj@-j;C?+~!h?cacT1%~<`Eu*Roi zgCN)&D$0~g#UfK~)QWr0d(3nW5W`S}y3$U_#k9f|q=|@xWIS3RI3jxZh`W2WJB@l1 z!vrJvRJMKn{KKF-cz(j^XEQ!vcKH`FZ(KhJBN{NazBsor6_esy+4eUlX$2oA!^6yM zdrQB0`vbHcBQaxF}bDOPTMdvqC`c z*C#U`dWyLZS!8|s6&ELNOE94rBNzUrfjNucskW~E6+Ig} zH@BB6rEqk#_{8eKrBwQoaCd=Wu@MuNFu!ou>!+`T&<(NIpSo-^Hof?R{;k8@ak0@N z9BVj)Sy!$a)8DCyg43J)d0-ZdkG4FmKgqkpb(i$nM>;nZcIrA2$_t1OYRY_LcKPy4 ziKzD$$x>fHgkerBrD@nX_)o{y_UG_?JX~ja7?E_ed7QRgsJ_6Z1R_^FQvrL|Z2Jyc zZU=wr4~x8VkbsW;rzDMVkxob?QskT*6y~A3U37-+}+(dCGF3NVoq+akC*SluPZ2|T|m^viq;>J=MQ&|mRR``j+SVcn9%6xYXhIy z*cuf!lY73lwz5@x_|P2K33gz1_C{LN&A8;VSJaxmJ+pOwa5Nrz1@T2~1HE<_E9JOQ zafRZk4P4*r^vVIR)+dGENWZ;TyM3^e$vJVhE{`RsID_ni&l@L4UaupiE2JDBztZ4P6yJ3ZbzLqyydYI(~tR)OHh1?)12 zBt_;IRY$BA)kKYz+F_U4S-!_xB+JazDk8hU1CHh;7^dl(E+`Zx5v%jso9-pcv6uz? zF6jA2!yf5-#Z|uN&dfx5Z*#dyz12dWAZGIyHW3FWjMt;HzI1QKq1$qQKwbrb2}&?s zIiAIDzef%1$A{>*__X%OS7Y&=GFB1l&HXphg4^G5-PhJWkH!$HQ8+N;G&D4`Q{K2% zF?wwsovPFQiK@9M1?X2#kAR@y+Y|}A+ZIh{q@70ZEcJdoT1bNb9n58dkW0NbL*JgQ zjg^KC4GrOLh2_O8s3asdX~9w~ZeDMnWaPcgk3nr?X7vfBQch6zV13GHz4l zFnzw1siA4Qpms$B&WJU!^7^67te4MK)YR17K4V^5dUSwGGmhqSJ(%jRE+1QR#)_1p zO*Ny&&KMimyHHYw-Ot!`#97&BYtO9YTeO@lrC(4h8DF98YH#?oG--nC6PDezBi#hgQzS474`{6@3LFf1HMJtt-*=4zaCyo<8 z8?Qt+_;04{dYXETb)ZDjdgvYAzI8oXuq779#58~0zJHHVX81VOKWOyKZHF{d(JBAlt|v*Upbh2cIb( zDH46(_xb)JD}6`^+X25^r|YI!B{4`Mos9kh6_c|4KKf?g!fmyBD(d^CwzjVFBdmhT zg~rVn5DhpYV>FDBKgfPW`k372c|6yRz@AdI4I$!Ryu4)DA3IsYdS%q*%i2V48>n`- zSD^}|r4%s>a%igB(+Y&KBH?iEajN9o`FU&TwuHpPhYzY zR;#C6ew3D;qG1DN4uh5JKPOK5c6WB{0ql7aBoZZc`_~!oRjMbdP;-o39c(Y4bQ&-F z6Rr!_DMC9)UH)SGDy=CqJp6eMNN=!{StiBfzgd!q>2#3ZwpP)Yowd?F_q}0#3iA?! z%7sK@pZQoddu-816nFB_&~uU6t$UEX=SoXB^Oef|aYx^U1bx>klS$WRhR4ZbpN*~r zFAP1^vkk54N$aUv|A~;n4?5#qTyz=2Z}ef?Z;Airxs;arf-zbBp?Ic@gXMZRpq+dv(?OG>pWfZRj

    ERba^31V1uQzb- z%c!1m!_Ws?{{%xq7I{2dTf>rQOUJs6$_s?UBNhD0)=DZ(Y<>Rq`077352{1KCfy^) zCNHp29!%MZbZ2~U_qk=zEJlquL!EZT(aQ40++bvQ_>d^&o$p99^cYS=VS?VVp6%+r z`#n_~o!BxPyR_H0z@{c3G3^Vt(d))V-L?|=zY9zJj3_s^#UHlo6Z!##h~N9a)Fn<- zRfhVh*_oLg03*xkUB@9blg{%xQ(-#e6B;v=Y>{i9@7s#yTYB-qDkgX;OHjnwqh0#u zwIvyw2)W8Dmm1UGRrw-Iy^0IgTnn!x&lc+nAwO6FuBMYf{%PoY(>xE z@v7Fyp7kVnH*=-)L{l?U8uE{-TH2G+gl)f`RhJ2><>jq0yT$A-%&9HaJ+URM|At&C z+`=rwP=b@$!li!Csktdne-N<8f#hYq>z-|^QjU9%9(9Z98PRGaHF@J2Us2i?n)|Xx zj-}(oO zSHQkY;18Okcx`(oPmZ<*wb+)%kn*3s5uCSMOl}q$N>r}gJS6xhi#Hdr1uP4cYR!1# zQm_UX!rz034_{^|eMZ3lVwp5yQ#{?D9gIK}Kc)@VUhVAczBYzB?MnAYXU}hyw5UjI znYzB@I<~aD$w+>*CgHOt?nCgEfcDpox5wG(${g*e+8bZb7L<0|S{2F(fy^ZZR$1zT zbOVe?gTOd5&Tl!4v-ZMp>CuRphCKY`GwroaA z_xV0`2n;OX9AN5Fmu0YPxiW#(a=sGDfg8Qb7p^@Hjuchi{>08|J#y?kY94h)njUF} z87aJ^Tpy|&47LvR42qBYkm3+p&n40QUALj2q~@P?<%v5$3$_o&+uBl3DJ5=qL!$*L za-$^D7?nx>DZTgr7uFHS#I#~ROxqS6CWMyEHU9pPJyK54!z@EC8os+|i!25Vk_Se4 zNA8lUs_Wc)+r!nNj`Vyq99D|P#cC7`#}|tsTM+8ui<^M7%5hb{?{pKo`Kp~?W@%63 z;Y-8P?mLN@h>?L|TiM8nygEm)h0f4|$(2s(;+ZM2qORSEsM_p9Nhf)BbxYzGT3d!3 znSn%+%?;+y$lblW+>43#6&e#tLEYWR#{qYWf*6?q_&K>rly2Us-?26`N zKQeT5EFu9xb>Lxz7H))E>@QDLu_*GDe#gF$!Vs2VJ;-ZX($s-1ttmP`;^7#5Fn8S2 zU;qv4p-TSUshHy8h}ZJ<$DKUTc{a-XVX679WiEkhI5}eb10f*wC`5u*NfA zZuE-$IM3+p+#Vm_k%E_SnG=ok#Lbhp;o*`GXoJa$iu((CF36tim7|t+zU{c*$@KTe ztq>v}Hd;GYz?OcSa=c6&`!;HSNhgqR!c=?e&};sEwp=p0SwZ1eVR_RA^V{%PMN=k zH^aY|hx13Ef(i1y99bENfOL6Qh~gJWG<655a2yI#6`$6lcT|<7hBd7ME0yi?oksQ! zk1UjAYAa2~#P2e4;vg0V=EGbYqKC}TT!;G`Qc2D=b5RjO0VJu!{26$?PnixLi2g3poSgghF2V=X7id_o%OjKgnIH;Z968R+siKY%4y57dSfRc-8=K}v?hkqlR_ z-+vZcm2K?mdYbrzbh{+*<&{{qi`S{g%U;s3bO(wgJs^^FIq8UmyW!6a}uN#Xamp`T7;=ObI)hon7M zoT|1^+S_(}(QTL6 z_@{O81`cyV=_HLr8KxMrd?NsOc$xgYBt+Qh5?!09=)(l=_Q*gc?i~Wqq~B^`z;-J~ zz~O9|ut{aizkePg^@oPTV!PTeC7jgGFa z{9-9q5sm^lB53OS;Or@1^wGBk90-<{+~3p4-b(x{oFW;(a?`RK$Rb3|y34fhv(pn)Rpq#)N;lu%iQk>(_Pk^d4wxYK9;s0RGq1 z+|NYLe>2A+adHW6@*hwKViXJj=2qpu3D72tJm?%fm z0b*lgJpgdsP`<-pR5u>rG}sm(NsrtCI%IR)U44Pli*fIo=oQVh*4eee+;YEpP$TjN zySe~wWj&DnaJ1_df|-r2RSIj;>|8PRz{yD%TyWB7?ma!HSTNxfPa)7I-KnwmcMLI{oUs1GZt47c3X? zJ?f?~fOB^$-lJo0h`AJ#N{b7yVmxuJ`D`qM)Q!orX0wg;y7<1bUv}rwZa7WU=lcO+ z)k2jZgDKhHIM_TM`i6%hz6TItHB(N6Cy(U44u#y3iWR(Nz#Z1~6!aq5qCYE>{Dqfy z$hKIY2Ay$rD;Zn6zz^R$3biPfL5QjrUB3J=HlXTAqb*P@3U?copGHoqS#=;mQXZ0< zhcPa;^wH2PzUkNP5bUskH!54+v-~B}yGYpFwDX>Jsh=S5t}p|~!+k{ua+;rXF{l|i zsSfl{xey z_RcN+%cS{1>DJx=#2(QeeUcSJ1A%8rM^hE6(jgb3^HNa^%@?ySHp8a6;vzH7%#531 z2ha~;5Uoib8R^q!z^6@)1kKN%Z?MfjsZIaD!^qBmwUeuL6;t0keNuNdRKOiKcEHTb z!|;v904V%VCC77S&ip8~IB?lr)%^G=ucI5>Vcnb?=S++mPRT#o{7NKu#Tg#Nawe+l zS+JW^-FZTF>wnK|%SeGZe_UJ-b3=j@F{pThBE#r}Rp_9w;AxFa@z|ZBWlsj^nP%yn zIf!SG==_l`@Wsn}8f3-HLb#I){3wrIgqZ_h9PH!ck{Zrnuab4ytRpUuhku)LOhp7n zEsEGU*qo^DRA8Tg@6%Y&c~^?iXbd)0jT<1^si+WeAdvzd2?A+HS+-`&l${OL31&ugAZ zM!#UZbJv0Fp~XYlbxoqLUSxuLZpuX_HvYV+d;bL<2%~JpjAo4n&&?o@-OVX+`L z;c-D_;Vxv!f#fXrSk8LB;q$CVTntB;nuExb^CW$zD={USS0Qzmn6R{8?TfFdAmf~J zkpvF~HmO&BT_+h|J$J+8he;!$Qc^jl2WvhA>Zw&4^jB|*o~!RJS{urd)UIl2a9K}d80G?(?H27q_k1Bu zFU2SDy`y8I=Q{0YHTu7|U z!V9uIVF$$OO?^GPqBaXp*C7AWql)5!n93O0wGk`P<3IUi{|Z^bATH;MfKjxqD)B)6 z|GsfTc7-XF4O~5a7o{$u(O*uJXRE3f&-C*u=%tg} zZX{Mg=~FvS!t8V*MfaLsH|3`v=O_Z#1aKEd(xtIPw3S+TxNI#-YnpFl9UeApxzN36 zNB(sF=4Iupd}+ga9SJwJ8At}(%u~q8I-m!`t8mY!DxwZu5#+oPy{Yc*b6X^uuBJ7p z`#ZdIH=0~z_#!ZBV|6})(azeeC1?u1}OUJtx;dZhXcP)mii_n>* z9p(~Ub1gF9o(UfZacqm9k)5|-^9zWNba#++V%MBXnJzx(AzRz_JG5Puf#{v2&jp|N zrlI*v)1Hn;E5ccd+qYu$^@wqIF_?|Owji-Yh5D+j`baQ)?w!vdCzV7IDgHF6*N2DA zWUju)?u-dMmlbcMPk*ly+>K|pX1F}SWw`DbMje80{`2|IeJRs_b3ZMJRFE|Pq)DFu zDYo}+K+=~N@Wiq8Fp5v;qYCdwh$bEj)_AsaTs#lIT`7wY;_b04Ii#5T{Nb1>*njtc zoFPk?w0PWLhO$s7^ zp0}UK77=OD?OXkq^C)j+8EYHpsXupRy%ZHQ7sP~nF6NuF2Rmzx$S|ZZ_{CjQA{;4iu6_#}`+4ZsQ-FwQ0rNk}{7aZ*3gb8}aUn33Tp&zMF5a-fs? z8cm(reVX8-oTK@q1$-v|4dtiNIS!-Jyp!|9WBf-P77hf=>}O!Ht_GYEtGy^ATY1h{ za)!bnMtk{&^pmj{u%br(g`?EqU5#DTQup}6Dsib4e!R{Lt=3TWV^3D&bdzk-J zIu1IQd8(R6R`BQuszjUf8#6lpUl%zGtYDX-BTuKbSvjani)dMHuTMJL!r7tVUSSv+5wU+SWLfzLlEovG=S>zUNws$*#BT-AwsC=qKHUTOw74z z&(*e_g|5?fhUS@i{Kgdlfe`R&C?jv@Vh@{s!mr+5+dnOD0pL8(%i9AW-F*O?O;Pc< zggp%V(;8l&=cz^KyxH^)U;-(mS4^K+O!?7uSCq$vT;#^BZ`gWkHEA+OrJ2quMUkIN zPSi8C(o1ApgGHH9cy6$AJU8SUmM*}SR{Dzc!dXFi2V9Cz-Xr|(YpPjS*~685v;iha zsZVj2UR+$9fXoQkd1&S{OKIl2zy|D)2L=Y5z{<+ao_FQ{{+8wX50@$V`lH1Qi`^;B zOt6y%PpqjvKmT&_ZHb=tWKJ=9ByBR$C4)5Mhy6a)0-jkdruV|Hyg7&8)*}9ya|BN; z)Zpmj_~q~Q7JUj%YdZ3aHCJnR-qUBHFBm#G{G`2e!VCG~<8ye$d3 z96a%#qdo^f9yL9J=4K{am!Yijs3r&R55^xf?mcgELld55V5qiGWc{J**byJmkI%hn$#)UtNoRV$U(b7#yO&!ME!v z*D5!8`+)uHi8pQjZT;C|dCmz3;Zl)|))>9}P;yB?=mXZs@bo5Nv`qeVzVN?&U90I@ z-^VGpL(*KT-vZl|E*S7X2r${3wIYIo9Vp=|S6;WYw9vM%dnuHZln{_n&y9>8nVFe| z6p8@6ZIXT@i#&xvviYrsWpABzuACBQ{&F`Q&+JtG5*CBGCbftJlbh=XkQLi_XaIz7 zCkdkn=Jz^zy5Q)wxMtl_z+79^S)hceoNGPtU&B;6_M3wG6Qe*qO_NOV?k7*dbhssY zRv`CkSof>P`y3lf=D+WHEp6C(Z*2IT-oFRf&j@fy>&!$0kN?evFHtyu%%P6Q22+(j)u98pvee=zIaYQ0s=}J>Jh}CSGf; z1a@Mf5$tgd7bO=bCjja4ZJ;l}06e_sV@Igh#a9|pm|A^MZY83 zE8=PQnJt-S(GR(s83dN_n(@N zpD(`d&D1rRR7z;@lja-!1#sh7N(~FxO0PQT{$jJ?>p@ol;;1A=SbRJypok_G@LbK0 zB%%s+baX)0$9cVk>k<-!C}BCdl!Af?7W$h1alw{&NDV&!hk5^6I#Q~KI4{s4C2*fc zO&?Dr|0Hl{YI_TcH;P{$CNeQ%p=t*2ketz#4`?F%o;|tXtRN_Ki!VYVAAuFdSMEdU zV<(THkxh7C^1s+_)TeXL4Za@I{xt6UZpoE$uat#hgs| zK%b^cHrb1KGS~i3ce8VHbVn;32Co^F*^?zx-1`t0mjXl86McZx(Uo}13XpY(M5KX| zp?8=#3W21pP-`Z7daP?^HR~ZyQXq?mDdEt&sO_!HDG8{ua(kGt}EV{ zguV6fayxxjySGQwpx3x6-tF|IPpGHaYDnw7^?lu^dNV{b&xc}ZoyHF;t_mnpM$cOO zE>a~RvDQViAW^q1c#2oHnw#;R-hORN|25DA{|JR3jLt>3oN13SOzyz1;@a0e@zH@l zwV8WJodtmJ5Qu9; z-JTv5BhN3ZXr;ECB(qMCYPx|W)CqoQlgl|PCf(_x6?e{p?u;zme7#Bk%{t)Rx`PG> za@+T_|M!;P-S<#v^DeYONBmHCH1XEsfxAUJ9odb&_>7?)#DbwPJD}GfI)~s;w*n8u z(sUk@Sc|XLD4~|>gkz0L1SZxpIe2-Vym)hje^FvUVr2o9g!}Ak1`VUVRv_8Cb%Z57 zT@lOyTt-oPUfiht=QTm$@15Lp=hV)|`Dt1n4=mT>Cu&T7uhRmU=Ih;4W3oFY1*m{g zd)Zfj`{Y|ZKOyhg8L5y=HIw3<2WMhQaMZ2t8`#epeJP2 z9<}g4PNc`LnUTOb?8WN#c`-c3QeT|8_iVbC-TT@kQHbxR-193~1+#ji!tCO! zM7uM{+kaEPEhy^7XOe#nfMXhOQSHtiGZ|*o^F(8t8Q{}*#v3I8)2c*moq9a_tMXX= zv2M~{P1R;kZSfkV-iC3al!zoi&zFlRr&mc6bb3 z3%hPrF%AObgMO---ZS=|tTe1f3ip>CorZY+Y&X5gQV1!6kqHWXEu&xemXhuu-Iu9O z+fP^MgskkHLr1vul|%Qgq?5e~%nt#7I=<#+-@?AR*h|sVZN^km^(pe%Ydrw_COwA$-hGjA3-+g-&#whE#R|n7gPRNO=d&VE*Wh z9CTHrrGRo0UWqa59DI5-0=e)`jpGn3-QSU57=Z8ZCW#Ws8(LggxCSlWVYF;Kk5Zin z8NbeoE53W75TO>P_$c>K6LW#kaKaV!LWVXtDG5{12m~R9aB_1BJ4S2iPpi~WI?k&A zlTrvUQL$3x1Heh7#nELhi?WIz&`joW;nyGncmAm=ZSaD#{1!&g+|pQo6j5%#HR^QH zTytiY|qUztt*`4em6e;Q6O`@i>LGP`PEDcf;SRh#<9r*cC=7tZeUU7 zXRzPDK%)&gxfCVFV)sgmjbCv-FXAc$JU3nKf&KSlxC@+N zrt!;b-FlIJ&d|oMP7=^Dxsk73h3o|}HBXp(?-fvtk@o^sZn4v4MiJxf!j!rw>|l4o zDjD1B#=EzEHah_H@ahNowCU-FTM{4#FT%j^LGM%lA2rA*)bpxzcR`>y{eSGj-sydP zCYnYTQ?{{0)-BSzFA5vEohJa5Tv}Wje118M_lEo(&4-Na!Ug@HbA)`5duf%5MJytKtHc*Ku@!Atup!F}+ zEc0S0YasN2s;naK=p}Lw=I^4rmGPZGXX=fPJ>2LF)zht1Ra*9<0cX^*R zK2wDK@qJLnb=TczAug3ay0X7AZpGGh$^mOpF>aVvo~T;GaY~>AJZJ={9IjkkcaWu2 z#Trhc1w{N?wrbk9G*RDwFT!tB@R&HnrNULS}SOM8WDAmZw>DJNf6F5(DPN-a#8tKC)$U{R0Kj5LozwlfxdDF27byovmwK{1kj;W)LcE3jml&JQ!5#_vrq zAYGHji8h#FQo3Tyntje$>rs5w?NIcQ%;j&#S>pNm%G56pUqD@G?az>pBo2xJ;FbIN zFNH*;ac0-tlCtKvEAi!qj$DdJF`%Ut)PDpbn+jR+%Px;pDS;{|Bf=Tp z7A7RH0X2ovhLYe*wHkpq|2KQ_>j$-i z%`PV9Jst3ak#9B>g2nk)G`mVPukgXJVxh3vnszy z3kG{qQy+Q#^7*GgwJ0u_3{a%OkoRBtEaO!(c5;E8)ypJqn~#ZjF~+Ze%!&K=5T*}K zVUQZxzWRM|M^dF`*Gp$bu+^n}@KXK#K#rw1D%5I7Uu>75tnZ~O6HzVep2*hg`dd4q zqS*fi5efz&jab(%_Pdlz$*ZmHCi@BKM}R94Z;Ykt)zefKQRw>x$-DZ1!SFzIowSmE z@y!%>QdOm|v@mP;<;b~7=f4N={P6EUbY=FgfDZ%cli3kf+@G^Dx(y%>BM=|V>3*j6 zVDrW`>w*78S{*5$kUIpA z-()EtKhYw4&JXrTE%LX5$?)z?h_G2hoI~SIbj#~5UoL-4R!nA`VMEohb^r7%?JG;I zOS5-p+v|9++h>t)EJ~AKKlu?^>bRgp-)ye2&yIS}&r@_t_meV?GxaYHQ89iRXDS5U z1EmWxQmx1q5iz(}5En(P4+<_XA#7|+PIXVoa|G+_*LQwU()jhO@0%F)Ol;f*{4v>v z=s0|C!9n;Z?|7R|WG4B{*LoS|3*5$i0(rb3JeJfH`x2(mEe$gxz7;zoc@--)20+vz zWy6&)UZU|$$E6gNR-Y}SPS^2|o&(!BnP2n2AOoNxJ-FNU&=kK1haViQyZf4w>Zw!5 zbkooK6OcNimhy^JeH9e=S|tjoRM|_pI%_wT8?~{RiKQvc@44}29d(u2T>|Cu=f2gC zIeQU237E>_<`5rxCM@y5PkDOFEs#S)Wj@~h#lOq2R#0BPOcC?RCOxTsQz-ce=cvfB zM4vWs0|`~peeeC+AE$ke_3M`;XWtxO;tp+8$j6b*Y~1zUZOfAxjV*o65fs!2`y(r$ zxbO|z8j?!3rIPeIZM%zJSp)x0M#Sg!*Ql=;;wyQ;7Y`k?loHnW>7&!|&57EX8$bYv)p_wn4FZ8BHt=KATDHam-QZcpjWG=x;l z?Qk!NvK|dKp)MdpM>1Su>qZS};X!gTJyU zQqfdmxw1=@IEj3*$cg&;_W;q89z5UQG;k98je&(I5zB-{{d#Q&`&DN*Wo+|FXgA(% zP=E37D4l}Yuaus?t3%92Nvee;^GmsMo+4EV`>yWDKc&V-gu|nD<_)^Ssqc1%$-k=y zA3gb%wEc$6ALjf7=R1I?ASWlcXUgjE1~kP2LsWTzXs-MW?7|o{G4ocID4*83-);b0zwcc2TS-7SvA6%`GOv9r)Z*#$=PG)Ma!8d&oxg8s09bUfu+xAt*bdJHwOnJJ z^EfkG_R(ZlAK*G5Rx(jHsG$Plox^@^Hy$%p0{NgNtc@QlMb|}pWZirndb}YwM&v)z zSyF1Pn5Zul!%W2nkZt*-1%sqo`{NHAakqzBh9A4?ct6NNnUtUjOUp;gB<5PQi9CI_ zWXo#3HPb{*c8J`B4a$8+-jOyXESJHyL3ESEa^QD7TU&>{-Lhk8XvB@XfBg8N{`m28q^kh1n#laz<|Av7Bie^Hw9qpeRiHnt zIxSG+APP7%8Dy_O66zb)s4HEF)pHrCR{N=Atktv+->ciGOfVBpLBvd7IN-bc^CECr z9L|r;f5RRhLy3qFMNt5mXEj-mOdx-PtQWn?Ew#RZ*t`aGt!vCrD$BZZf(_{m{)ot} zOgil5#=;Y|+7F{lrq|t3=NKhV)An}ec}CKPo!a#FDoLs=2 zZr40YOAKthUU9WzT;q)|gJ|EaKt{2&bTY4njXdn$o1_i1&aN&v)lAV{Z}IQ#SDn}| zfTGZOFo8k4ZuI%1Y!~xVph@u=Mx)j;+R;VP$kspbn=T`WQce4im@5=G{OUB;9r<46 z6JffmV{oc1V))J(~+)Nl4OdTB|;pNi%E5rA|6_m4V)@vzw#@CN7vcuEmdYFghv zc!|9~z}EG>;-!;a&&=J%Js}F9C8NtI9E8W~&eE|Lt$6C@Y>r*3r%?JJw3)og6r5AV z_Udm*K>arIC*SxZz-*22INIdEvj-d_eI~C&q9YyaE2$`6$2zMG2<33p>G(<17IJCA z505BO>)F_?W9lG!M~Qd4Mw$BgT|_A=K&G2sg|OlEimy5LxM2vZ&TtCXhf5mJq3wjs zb;ZIM^(THaFRA|m`Uj4Fk;i~4mT-!JIJxH9EOL8~iH)<|4S)cA75%6QL}1{sRtCNrRFv*$GC?2!w}6BJB}u0xI+m2-@w7HpKV?~XO-cy6i|Dmx=gDxx!FrOhv_ z%OaoVmi9h?n!$)qRq?*dNl8%hq}A=EGD$>(g1cAo6}$Fl=-uHTk5|Osel85tUc5CI z%g;Bvj+>^M>DOHV6NqDEKMgAE`JvQh@Snfiv!=koy$VJDfUbh_#T z@h21imIwcnxHh8{7>PIw&=XRTwzcKT;2!G-OqM$!L0+-aph1rG&|XvqzVPc-YM|49 zeyGAi=$~aOi*Qj*OP1#3Jo#~uL>u_6Q_&^>Gv^OcNnL1BvYT#Zn<|33JG`4;H>LF3 zG|?oqyOgtVSr=)UeB2ApH28N0x^Kkr+0jxTAW)C+O{igUjpYK36DJimAc!IVw%&Hr z4-VPqCZ~c91Zg6IpsU#C$)^_ijh%4OsdT*ZI~p_*5~>fX=F${?-RK5xYXaO=y zHK_7}Hn|(GKpzH48ypUrl9}jET_!xivsf}&SRT9$mJ_>Lda+cm^X5xIIk_>6s;a6* ziNQ&qjLW3Dipm*y;2s<3xo=zc*csG<>DrSAflWXTOHad5N)Yeent-Iv6=K&dd2tsp2U*wWf64%*ikf@5xy(!v;Z5C0Pt4{`C&v7X~8 zd%tYju6d-~0e&@mWXRnfYO>5o|_b|prV2hSowBWEXlL(9oQrtLOpZk31~7`4UDlp+aPVeDp4iy9?vC0>>z@0 zY+G(-#TiOmk_O5oNX)0H|FTq{(}AoWP)5iy5<;unY}Dgj2!sPnDKJ;6y*JHfM|r&` z8%YWy5Dmd3QBX5x7Z=COHixmWurvdspec+$=vM_Us0%diKb_s9V;43Dt!Bao#lfVL zR-|)B$i;5?6OV!9zZ(O0j$S}k=R41OkE~0ct>?ZI3|N!Mn$Krc)sMS9-B6{xqbHcG zdIGBMgMTb*hKiHAupqPGq}*RkM#A33K1S4j_Pqj8$d=8PcemCqQSmi)%iUeVy3gUe_+dRkh` z{k5_9`1q~;3B+KzqkbqoR}+k|%{1-1#0yRyVlCTSTDGE5C$FP;6>i&hb3TaXGyRPE ztnLeN+w*=Ak_Iv`3KosWYr7sCK zQvptT6A#hVGpp1-1 ztaVkGx4**G^)~U+9r>+dM}=)AHcPIFW%wOG2ROpbfOj&mZ7Tc0SG}5dFSAjDgtGSz z8gFafxba6>b!-THAV&Dc%aRRq)^_p2aHcj{9lf1uU$ zpL!2bm4;edR=oYEzS4Na+lwwy9N1(5(a;d=o z@ID@Pj-Oi#v_>E+dJA_vLoE&+i4Q6+Ji&ZDjXFZUqm8m`%%<$F_F;dW%9OX;k25e3 zX5WC}gMeQI+c=JWiJ-ThFNhV^f}1TL)u%4s?V-{=BzQkrdzAD>q_S>g_Sn6HIw{83-KRVm&>K2$kux)s zdP{tsAG>Ny85?phzyxw-b2U3fu8T;r($cQj<#)BJzk2m*%jagV_xN|6>w0LjCl(f; zQMfOvk;O)Z9^m-i2JQ7+RpN*LL)61bhjxD;Me#E~3?6ds63~XOj z#y$N@rYto(xq}3iICbPoV#&uga@$=?oBW49wR{_deHWIU@(4Zy*p_+$kkfGi}B)xh~Wv zyi1q*07N>Ud-?Cwr-}_O3Ks)U z-H2V-py9pD^e@oy`A}P1dx}j{Q}93TriD;Xj(n4RY)IDhqU5|2Q&B&nvt8!A&yz*& z2-DVpy5V%iiVXQay6tMR(X0juIb^QEgc?{xhR$GdE*eE z6KB!+V_1)+)i~E6Njt*5kuBSMdT;HLHLGp0{lS+kGkh;%vv{_F3bZX9X=GxaA1lSj zajcxRF_^G8IoKiYY?ctObu+g`1PXBi1rcBzd>RTby==V9f348cX!}=;TCwrE@KjCw zB?QxKACl1hvI&>@LOuJZiT`>zSnHR-7mtaFX#k6VmVvzM3+0beM&7 z^pLX2fkg<`hQn^R;s{02{T8jz=KcJ=*)2NHH@82po~chi6ac=clWg(J(rLxWXqn_E z|A1$mH2^yc5xm-Pha1tj-`0BEn_W#U`{Kyj(^;3E(AQDPOzR+7fGXyxGriL6tFzUpTKskP^ zWI|l6Dx+X$m5g658aEi3N!3ku!}NU3bGhIq8Mf};^pBN_x>}T_z?8{!Ibr>DZxG?j z;a$!7ZIm9Mwm9XFEx^x}d~4s7sfpJ~uz3Dr+VEEIp9xry2IxOiaQ7~r4X!Gi24+tF zjue1B62|Erxh%>H-*+=E1M~)Pb=BHj*P-J2E=#I}wo0}*=!GJ!sPwdkD{nMZBm##u zfOcJqZllEFPvaM+fP^|~#k1jEA&SaG-Nu1*64bq@2WN48aQ8uu)LUgO5x?{3S(1%N z?;=+@@VmxpJi75k35j;?;jt83fBHmk+YR!7&LgJGQ?bG?Qn5%=gxL^fkh&+>Rmbn_CBEo2M~Om<35&Xwm$cyWyh&J9knc(E zII*QK;o;dQ7dyE^UOrn$ZAhU^sjV9~sX5fDBRseH^p5Gh-5njIc_Uz*OV~h+`;v?| z`PPy$$`)+31V)wEaV%hpIIZIhFcH1D-b3T^T!9Fhx1Wu*WiogP!c#0YI#2Z)Y=~9w z_`L|9I=-mR$LoORA?;ui~9akYPRM$ZKrc<^)aq*A>r&K;2`KVH&X7cu){1(irD|5-MW3W5>;#{V&?{O{L3- z`owkBz=KRs$#1Ab29>@mh(-scjEEO@fG+G#ts-lHBv@-AP(*UjgQfBjG=~Z4yDz5L zk#GH0grw z(yU4ItRl@xrP4gl^Ssvk`T9NY?|JrqkN4Qm-pBs)y^llg<91u?J6zX!o#*)(PD!Wb z(R4zmA7kf3%jQ^+fANdua8ptw)lorV6PWQ_plhMdDfQiVT|blcE_m;P&NH`9oj$E_ z;X+T9~?X;=$Z2?NFBfH6IR>OyaWcU){tV4 ztEcqVFcJv1``76ceijK6jU*%&zM7m`0U&-zUvZwQuBC!8@CY5f%sDSp%}mP=r`~vm z3Jpn-7QyL)NU(Wz zT_@MGyDuD|+rxiQS~|>2Ag_ts+C6y;cU@jyu94%IM6Mly?l!Sc<~C_!{Tu7BvIb{e z(Z`jY5zm(XjF0t}t0cb1eXuD=J6bf^5*c3X7F2}gYBWxEC9xoT)bS-VtKZ4*ayU2s z#mlsx{v|lYgT+zx$3H|Zt%j{dk+^5bFPc%bYG=m(`S9sjhiO!rmiKW_8d&T}K*zxi`ILD}Op_#u#o_lj=Bkn>1u z*~09S?(0@to3NY+OS#c((?2Dqj+r13Nr|qAgKv;<@w6jfUbLQl&&a2mz?xp`$%-Ae z{Do-CYR3mi7HAz<*HM}$YGWLz7#nIK#}e`R%`uNumLkwth`Q5mxzV~Uba>%tcY60V zm1}bE55!E99NXRIt;_Z~)Fj_jT$&v&ySv8d+!C}d!8*Cls>>1~qLzmse*P7I{kV0P zoc-wU^#%V$v19RX#ZC}inE(t8EZVYEgHF0FOmxC)C&@y)_W=#*e@b@N3xO_P-4ot$ zt@qubg;U`T1~+kfXDoYXZ?bzBJiMZovV{_@XXBuj@g)DtlrYGmPw1W)o{u=(U{REd z2F^%^6RirpOIB4L{bdJGIlN6o%h}g9-iYrc2shV%S+X!;+g-!9v+gcUGHv94C7@f? znrXYbT#e%x9K1{u?MN6eRD_DZ$h7UBg5oO0ZP~s`YWl*|^z`>{-}dwH41D@7^5Xe( z7}SvVb8>cn>a}%+Ps!E3$uf5CBS*^fg;8E#>kSCDc1r(2B(KboM#u7gI3gKOeQK;4 zpGTG%?fSi@?{*iq#u|;Vq~MnPynV-(Df_BjJ+SN;YmZ)?cG&C%n)-!h!4<=wvK#3) z_or91XN*k`YlNgRrl;%A>}6yS*Riv2G=UVVKY}bn{5tKi<$$<&X3->?BWlanphKD= zx8=Gx;EkR0Vmt~882!dgo5V|bRjU50OTezR!!_nK7Tw5e4fLLY^nlvo;KM_#jlx*< zC%nu`$8y?MUd`@R=v2^}p`3Y{p*YZFnlHeYJ2tf-iIT-DRl6M1(1ayUElg&(&6A#-{^*2E`*l0Nf8CO$rN;wmpdC}Y~X zpoNGhU{NVw*4UB4AFLYtLQ}Duk!@F1Mpd`tD19QhY5K?pjrbzoQtn<(|X>@(-3qu(Cnv`4BEV)Kh%Ie}mx1Z@u@V$>!Ydbm$A2=aC6GAvV#do*B z=340TI>^m^{KmKKA5|i%zL=l$tBCWxe}C;4i#7=UHWU4qPOD>NiYs+8HT48GMDMtz z7&J$?>Cjv%KlO3vlqMvycPQrPd<|8y zMS_{*R2Y)#Yp(sGB;d-$&(cAP61qk4tCs6K7C%(Ku-_jauE@2u#J~Quw*>rCYt94hO8SlN`&4ERxPV)M{HT-Rd^q=9pWi)2JPzCNQmfXRz)O{_mta zgO|TpwpZN@)Gmc2Z18s)FHV)-eCq1Bpe`9Z|Fc!+Df^Koh!eds2i|#oZZ^}hZ@wva z=8QFnz*a5h=}CHpYt`a33RTs$OYW|r89+QI6?<%rg!zgVTo(wV6Q}7uYwWUPXe@&)2#a9m%t5s+_{-lf%Eq>w4GUBu1X4}U0y0VXU|3(d8ol7_N z;hXBrvcStLI*ZZY@#K|Z-}A`Lq1C#~TD!V8#<_Cp1+k?G$}b#!OnaBk5iJV-v8L%5 zwnTrZV!E z_1xpl%Fi2@E?q*oO`ZPwRgO3%f!HI)K57~f`N^#3hl3^bjt{8sIL3sBkWnfg#|~*ADN^akMXJ}%&=QFCv*M% zP~=F|9M_!_jk;tdE31i1ZK)P{i$*xly2upt9j&opcI?=33aUxMc!-COZ-$WHd9w&V zg=5BeP=u;);iq#tiH$*^GYa0SV&#;S%$D)8IR)MH)&ginpe_FWa=23;^I0F35^VD|!0LM7XYvsm0Xx-$n=U3D zNE*qt6JRTjJjrfzIeagL6}_XI;7){VPw~;yJ8AG1{(R1%&d}+{POWnneyew_P=TsD ziKNK3QQJWf#!RGe$F5C8`Hv!lNNHC3+hDe{TP?vErY#wSnG;y?tINu=t23J$!=;>r z0=4a#Nq*9EOaeI*Yq5ThbDq8WC+#L&afl|{r&X9#5jAPtILX+L|M6)YE-`7y&+b;e)t-cy`hZLE)iHb^HefL}&V-{B zVb_H2M=csZlyNF0G2toa8vZ7RxCw6VqryS~%e3wE1v5A6HS@`C(t+|U?;wqaJ0bIl z+ZP|LKG?9;00DFNTmZe1rluy04QWs@5FLvm9zRfzM9Qtj(ovh-V)lBb#i-h9*w=8*ls3G<> zHhyPkC&e5&m}9OEBL7&vvb_98oy5Sp%RXOa8SK<(78=xbiRHb4o~;7W6c&oi$O89a zpV3t0dsN|VWF7JKl=sPq9#_gqTRQ6gW5q`>rEKD-lZv%C-71ChfI;@yew+!4nhW~WZ##7)SjI9p^5evH&<$#Jr!Ha0gmKYaA4 zVQ3{kDp`W=?(5gDQ!Op+^DOJ$Zz?P-+ z+<`mL{m$V%cQWpRm!je|z&NX&bH$^?z&JH+4x(i+i<58Ha^P`{wCCTheP_sjA1bty zpkZSp%k+oZD*FUP5#)Pa@=96*G6e&~4g|c-cOn0_?I^gnxnGQRn-rVMO@Tx`$Y?5p zg}ty#4brYLOFO4hn~bBvN|C7U zXs?V>jXg3m8e0Lxu;6&LR56`EPC;K~h-Rh@7i^5W6asEyDPZ}&zjiV{2VYJECPI1w zWlbq|hF^@^^!i`k-rna;ncawWRUW|W1k*2OQ46g{&9X2#;%5}lsUU2P@J&Rj6yY}4 zd?_-5yfS&tW9wdft%#G`V(Zsmpw1?e8Q3iByX>;th#VW|%Uy}rK3a0`zohz^R_9ky z_ZUk0^im$p6OEd5vYRBKwsjD24;<(iSmJ;8Gm_A0poFr>U$sX}9B9ov9zmvvg90wu zH+)DbSPmsJk_=X41+D8Lf3$0U>`M^6L` zo0fuLZvV5@gAf;`x7qJa%$;Mw38|0DB|sQDGKC%#o@Oi`MnEbV{I_0vD4eP6| zbTS(-B#PI3*Tp?x8h)e>uR3+#7iDT(>@l&FGbut5u7dW-;^Lxk9;=o%5%#~dSj3JS zoG?Kc(71fLhycF8ttQ#-E1Ei;4j~L7nvYykR3V@A{FVe}U;fx~!1o9xBlBO^_%t#s zC)}j0=8%Y{Zcq`vYmJW)EQZ7nJk6KBp313#4jf-SbY9j?cL`< zPSrfB<{UNG*TS2B(<~~9iAgGB;$*n?ikaIUCAqa)Ve1PZpR#VVYgBC#MR+2Pll$xG z9EYN#7GRq-93#fTVRz`T)RS}p=MZqj*LR@D+f!_}L{*j>Qo-NGyQqo3E=ry5=;+w2 zn2t9)|F91?)_1gFwQ#!4vtrF)5^=7cZ{7t!{^BfpK&4 z2WsXkTS9_b+}APc^~XrB{vPV0jE-EoCRZz4fsMn@*&PJP6|A^Zsi$EQn?8RL1&Jckd94{2Ci3)0Ih=so(N zhc~JU5`e3Fb3e4|$+Iu&=XIWo7Vp7X8$`KQDLc`ZefEz#mI#mk6mAaaU_EdA{>Tl7{d9 zQp#}OV}o@fG9k_*M>gM`>@G`zEQY#BFEv4ucA1N_@_F-SKS6{*C`ypvP5&8+=uaZV z5HPPmz>fH!7?_MAXKuW`8s)w*`p?>oAl{!G2&nTK=XO(x_$jk1^C{DEp$5SS*;iRB zAbcA=D2h466n`x?9D1@cVOD0-a9-SD^mhrYQG%qLlF7OkFK$N`LE*Z7`qU}xos~9I zrBE?{!qm}j_*cVu%@1=wjY%_4e0)Aww&xLXq^YTCiRZqj{DWGKto6FOlfvZNR9Y#I z$JhJY&PN4GOb$I&KWt}e|FD$fzryu70@L)St236C(>rATDy%s~Ha@!fNY#RC?72zA^^qe9zcPh;ak%#r zP1?bzh(3fBL!3IHWXhu1A1!N^Hvj}eh-7r@UXf$23sySri#O3RC$c6D<>a47atAsy?`lS#3+n|>o=O&Mn|4c2uf{N8yf~}hp zZ2XiAAR`l2I6;J)ql(nzI)XNU%gdRmQ>08=WcD)twd$EZ$L92qxK`YHbN)CsUZU0L z_ZQr@%{PI>HyQd(7SRbzz!mnm!B@}oKax>VcW=IX;J^XY8;0pE1pjf!(ZuA4q=U&W z7sE)Fe;E8XdsQyvBuGP`9}ecq(U0jJ_r}@x=by;W^E%S- zGBEI*v$F*9&zR3-h|bKKKEEx>n=0hv<@G`d1emJTP$wT%041^bZytJ(mp8V2+RMue z)u&9jpVb9i3%qFAQa^MOI(~VYp3ma)n^n5LtVy2?lp*W?`mIUOzJWyh(C(4><|Ui| zjT*K{Zf%-B%PMltZBKgDt_!@Mrh+O>Vke}AePd2PYq*?5F)XW;RF2US=Hlb4pxVjH z%ctpdTU}jQyw1m%qhlG+UshITi^6IruO1hyFBRnFKP3$-v|apr0eeO^_JKuB|eMigN@$yZ=$_Db;XrUU_kEk<<)Bw6S0%bj~Nbjdi zMF)}@?zaj73Pa(4uf!lp!;{{ppHeuV(v`LQ!jR0S?1rk9(dog(>hM;H`Clyia*qgi ze+;qc!ja#N?G$xA-J&8)GLR7U;^f*lZTI4k5+Nw72oijN&2-GDA}I3gHg=+&Vvydl zh`$oM8k}TUCS>q+W0iP6E2{p5`F!fug6CX{sN-+8W>|Bp9*TBhJe}eb{`o(>poD~y z^Sn4Y)_eo)*rxsb*wP$7M0BKo>ODUaEzgWM-RrsURE|FWvU4Zv={xdww!WHK0K4Qf z%Jge#CaRG%j9;;h1SSzsj$8hbA|aVAL$@5Jsst*C5kY04jm{_G-EY7DE{2GaG$a@94P5b@j+pDKccc8@t znnOCsnLO}tDiV}Map6MjiuMjsF_VZYLU47Y2JjT`6d4*?SbH?01!L|pVvH6-V_E$7Uy1HL&Bo*1IZEE zAMTU+|8Uf4WJvM5S1ts=UZ_AN+ucC5^vHSX$5B%Q!8HNu)QKZeqT>6q)24*i0-2`u z+BVglz`khTk{N#^0a0pOwBkeZ2{E zWm+$KH8EM30(3Aw5SO04bKmTwnAtWEQ$SIMCMMEN%LTfr15Ior`A+F(&B?!c4Lo0} zYiU)04Yi9D`v!9gX6O!bM6FHilr}L=ebG6U!883b37!v%4gxo;`o#HKGoN|i_ilHK zUr%@R-Srx-1Ud)%oEJuiD?Pouij5t1+@Oo8wFyU$=o??fduT}j>u@~a*kt|i=TZk# zbROCn&jSL^Ac0D1KEl8A({lQ+wTuj#9EJDAu!_)b3wiJ*$=rBv%PU@It&>k;AA(mq z@x4@~DIl9Jz0n8uH=}moAaOqz#^@FhnDRtda8AXl~2O6aRQ+b!k^Bm zVBzpG7s<41al1txSKh1do1y)7mHf+&hE=SN8Wv|aGj~FcI2~uYkkLe`~q6bkTrpCzP;0XKOc{` z)#F7ec+WsK%b)loheG{B`v(3(!Ez$vW8(@+%lc*XtrMeL;WxLk94vQ2-!Y_fMtM{T z8x{-L=JUXQ{MMB!Ng(+$C&Ith$N}LsW^9NnU*wJLvJ$&GJuiuBZpX}?ho17QlUq+6 zwhnxz8dMToAv{vmqGVyr4<=rpp#s}YofP{jQ^!db9X$V)SBou|9$a+=3-pAK*?A~% za-CeDR8<#q2M9?>zX@E-csdiy%+PUyMTfjK3ViP$T5t%0@c~?_zVVkI%03vf`e<46 zMVg21ad)oKf3BsS>KZ5DHQQ@p#WiZD2g81c{Peuaai3!-ZqNx_8Shm+K5SPg%>Q|R z{5c#VV8J4uFx)EBVIR&mcgN?I(!AyRf*0>};cD(N`0aX#rI1;B5_|zn=M#Hd%-fT} z?}LGi90(Z!!cU-8zg%=BBc@SxC8>;EVY6aPz<$-f!`<*>cr~I~RPM$LQflPqxX-7| z4fHh+z?6x?lE44@cBq#TXC6wNf;K#9vY_<*=^M}_zMR;#qj-n4OB+0Xo`IhTA|5Uk zolcWndo!y-OoWXohDmG2v4A1DeSegwurTT?NoRn_^dEjHcyD3 zsB1;pUKt}8(HPt}^xX910N!2DGp6#^n^-(ViAh+i6m~rzq-$dm-3h@fBEyu*!#hY+ zaA1#{|2{$V?t!Ol3!0|3x-XCBpwss9)hi+7;5hD25?1bZ+4iFbP%nJ# z_LKE()5(2hjU&PHggXfQpq}9;-d9s_ZosH`%ckTFU`Ct=$^$bdkeE0ga6W<1@`Vkv z$E5=quiE=#D`y-lpWRB*I5NX6bu`WGXko$r!0-!!<+J=qHU`AhBFcD~8Oxe29`y;<&E=xRd)+xuDviF3KiStikZMHodJn|zx zCWS6q z0n$z0Tb-TCY&ZZNmsb`?6D%N$Y zU(NQXEkI|JXieei!{J`)RCT!YYZ*6*%*@RHmJcU6zJoV0r%2nOtpx3gO`Dfi^F@f$ zg(FHLu&l&mb??H7(JNTBr*st9;Qn#G?Zd8YFL+fgh7=#w0KtkdfGYElQZug9Jxz=) zU|%l<%npRzO7xnX(5qirR*%!T_oLSU2{^?KV*uU*+oO;&Fs1+=LTYan98uR1rYb0b zYh%?DB~}Tys;&O8E_1PQ$l`W@DMZM%F!Qy^}E^_G8d9i{+)tpEe}uGD(vVvBUt zR0MKBU;y^nVL(`r-NC{=dLpZ$;sP8v*2pU>A3A<~`crqFVZdwHF5tCL%;(42gsGh{ z;gd7bjNEb;7!g0gvM1HRD3;Hp3HC zZs;^Fv|$pUraqd`lJ;hgp1g506WI$YyFRu$VJ!0b^D$zp6G*1t2UxH(M7#MovlT3T zbb5#nU}0~|-)l_x+rh)k`v1(u`fttxGk&>d02zA015;x3iYn4&w<8^YC6|h~7H4#9#1a^XAR(fESQv#@a#%3>|H@a5O9b zr-Sdcg8z&mefYBkE9rI~{eKzxiiK6NP!OcizmBc_MPmCtJbM{dQ{aa|#aj^}+fL>? zdejF6ry!UlB*cyaG{q3MrXm1xw_|LS0&vmcoRPnu5Pj(vNjXHs2W5I4fH9(Y#Cs#e zKR~O|LVaqQkm=E4k?qseq=AT&3H|`{F+I}i@;t2`xNETdeT^gJId_EXbNFEqKqNYG zF)T8~PVW^iCj|url(175&drUsoV$8;7a*=%U^j<4{Ba@?_%lY-fFz-4YK4`o zrLo0Kgdk?TJbZ--U!*-7Ec-&aO}}>Jb>o??kY4y^oM>%L(oO=J1{{Bor^fD zDx4!s(#|Kq4LNw|kPYycF8l1^sYtvC&!3s_)7b-j>u2;8&8$0z2^VMp?fS(Ymozj6 zWc%SI-ivlr2W<6jbQV1#fNF3!m;GF%*pMP90TuAtBhVM0{>K3CyA>|pvy=XRBb7I% zHbv&qStp|juYzj?o3ke_rHUB#_VD3fSU$tLo79wH%^4>Snep}r3`=?{Xju9z zJX{%bph$^1Q=1*y?Dhb{PMD<_zt|FSKxB5j=Km3r%8YiJ>Ftb=-Bvl=hU-8WEY61?IvzJ#+;hik(6Q ziOLhD7+Mf@BPLd1^ z4dD%FupSTY?diu$)q_n*oRuM>^Rxv-yafJ4UZ7z@H}A^F3;Mt!W&p}t$Uc<6i%J*? zBD9EqOWwyXJ$J>u>NX7`oCI#Vyz&P-52dPsgCN(~4)}(XE(}QA8&hao16trKzhC4Y z*|8ST4B=Om8Qrc#*s_xHTITkNR^~prta4bVSW)icI{zwps7yRzd}Y|acMwcIU|nUy zvVC=a{3ZH!ptmZ)q7xDTF>_@YWMo1uMD*fNF=}MpIvnWkco-Pe!N=S?_pqEZI(bOa z*5Uc3XNCEc34zj7_6PS0RV2w>&;9tLr&44EXEyNj<%`3l9oBa zmfhg1&s5POy*hXeJV#aNt| zwU()vVOh5ne+Q9rlAM)h^nmcX*O06QmbdO<7)y>^|G&c}|K`gNb~&ICE0V%xqls|54N2_`n!?OG)64Qzb$ zqnksJ&p%|jeMEMiU6%SFu85DiylnD5*CVj$na0O3@k;X8D&5$v;kWTGozD}dxkDSd zz(t;TV}<_1V#{mtbi{H+*R7_|+-BX=7KQhLc)j!8W33Z1Z8Dh6)`aB}iXjW8jS0O` z5$-Xw^Ui>IoF)omEZI1O-~QA-fA-`C_^>zP+k(%y4WeWPv(fuNuPRfD(PCBRNBDdygzfof9+-aUZ@8@ZZP3GB<2y+ z!DQqYrgYhH2P2ZxDR1#!pp0pf39j9 zDfsM(-mE{3`h};otXLtC-`VM1U~G$i6|B+GXeu&DssW9iEs>Uv5mbIX*T6}%!78Rl z`V2oGC2Y9cKe}zQUx$_^gzWu*txJt<4N{tTczE|ixu26PwfQ{VfPX7ZRGXAYMz7v4 zWlb-CKYVMF=N1P02`ev@?uN%thq_V`} zSyXfI-6n)lP<8ipNm{8U#!fg&0~jv6{PuM-#uQk>9voqdxxsyx-miqEV6UxPrsw;~ zqE{oPL>pYHvjV+jGCWn8V;AcC$p*mIPdqWRspuQxgbTulvAWH|F?oCQTZTVE$xRL- ztXI(tM%x!R?$;S@<-XWA+cFVFdwe|c(IGWa8%lv)K&BA zwA1`Mht=xr{JJ*X6u0;HDmP3~GUiv`j!gLp$PUr-QSF{*sc-b6&bLv~^ws^)|HaF^ z%<~K9N_E8bC06L^V`p0NypOE=LCEr8Ex;=+DswR0I;@ianuq=|mr*n9X{Vn~XtEO8 z>#J5*KQ#L9Z2UyiL2z;aRzpR=PB0e9WHd2u-n<)NIzQW&AH*WL6sb)qLqgjuqVf14V1gFQ*LThCt>A~otRC58_*=bnWE~gL6`H; zR|YURWJi~tSf;zV{1nf&aai*i-Ce4Z9srG%&(n`L_luh=U*@=cdq?dZ_2NVn5kByOO=G<>|JJ3`VGtIsn+=B>k5*3Rs7bU zdbSf#gp&n&v5@Z=7M^;N-4oP!l$r-)nVust6J-H@4F)CMvkRtB}`W$F^AHOr9mmwmd4ug@F1x9sgYdMI;$kQlI_b z#+48Q0l}5^4+`2?AlmMF8X#_%q{Bxc<*1!e^_pH07ffEjuQ~l-Akj$1Pzn4S8kPMH zV(sKAQ(hfIC)RVP5rPUkmpCWOxef16^0x<58CvO>AK)H_=qd@`yJ}xA0LIKgLYl zoFm)rzB0o9u}RgtY-0P)9o>mXSs^*Ql`8hY>YNzb%N!3Xsc{&rKt$Xgt7&?6ng^5G zrM73Mk8h;g%n2)@FM{UA%=OQ=yLdX$9GPdgfi%2VNCH7!$(mFF>%ElQe@8m^Tyg*Ec)QxOqn=0+$hITr0^J|h56uKN=-YP8I$Jww zqf_p=Rd6}>`sdF*!CVi2pWb92^uQrhgj+d#XLiFFy}C@cMYCPTTzacJxr3If|C4%=^jrBdZ|yjtfbyY8UMztj{XHSjOZ~RMb~{EW@)c3*A;6 zrpdgle%pKrfEw-*;WFdK$V*7BxwEFP#vp--uWF9I;xc1EI9 zE)Op&wmaJ|xh&YJ1hd+)==6`;h(_m*M+0$2b@I97#EpZvA|GUpX& z@8=uU0-Vo7WVOSLt`r$^%5Ps2cmDRCYt6R)S^t_{>k8WX8nNY(6y6bnSN|FWZ4yDX zRErG&0RX*<@`=u3VALK|Ehr%ff|StB&1mTC=i~E+_ItACG<`!u*|Y8rxcWT|M>&%u zVtN!-(<2pa-wE^#(G8&=w%tumKZs^Il4~CO-Rc|3y^3YI_=_x(2*3c*-+%k7jzoQ)LlRAeO6jvlFwmd>6leHS|GQ&o6#ec_o_KN<0y z#s6uE!GXyA5Nw>X(GbEq2M)Aashr2Mxg8^;qGTFKB6TbUSK3g28MR`DLwHlzG{yDL z;rbJ>(JJeE5Yl|dYA3=tQJLzn%N^;yyOkj~M&FLs&56`9B8C#g%fbzFjBkAG@Wq2rF1kcRb#-Gy8 zW04f)rkG4L9>it->iA`wfw)(+Ndkfab&v|gAR0^RaQV8;#$+6 zua{(8sP@|W>NJ=!jaPwumf7-zrjzdg91z=#Gp`xY~aXUNZqD>igJ2heqO=j`uz z`}NZ3`8&f5@1L#a!Y`p~)tekEDHGmH*4Fs!wkFWcmHG9f*SqJ+)|J&@c+m6W7lfI) zkl1sah)kAy+uxKEGwd+0a_^^<>)}37C%RPGf4O1#R$D7u!j0ONnf*H7O@^>FmvR$_ zx;$u;HupvN6<*S0z~|zuCAbc2lxPW;W9FY`+u_<8oQPKF`+G0|c!Qf4gM|B4lt6!e z2=&KN>-3*XF7OoWYV&fkA53x0nylaag9=r#t@00BD~){^mQ$EtMhPLzf%fb;=gBEI zok|Qykk~!msz9DinLp10H z_4&qR;K^d6Rl!HTplNkN58v9_deqhl-csUGz2e-vNVce;P-i;bT;xS4ArU^r4%>2G zz@VCU29Igo{`j{I1!0YSQY803%PF!2`_S+nsceB`>H*Y4C{q7moC9E4=ct*!NJSZg zs++bSHVN;txE{pv6D4YdKB$&G1}eF;cA^{zY3?Ejotk6Ap0Qi)nZcJY6Fha@26}|%%I*yP2+5>(z zSkwgH#NiS#agKo)1|yTz!%0b*lzr)V9`l@@;~oSWDW_m~gr*tcWsB7Y+iA{P7`|aX z3`Y0-^=AD&lr4`xs*{KJ6o=pe!CCEfMBjP+Z5Af{?oayvy&=3pcA00tqPkkTX2q@3 zMqsu!eNU!9g-(C+>QQyw%l$-qqKXfwo|8O?^EL34JdcD{j1lJGsuz z&K-k;g99S0r?{`Nku9G!n3OC|_X`@=9UQomMICm@%Fbp0FA+l4q8mcZ8O4)Nn0efMyfx*F(|NKJ=4NYBavC3KNND~?wx}Aw>Au+Gg{fkkmc!*0yW{1g{= z=Z>Nwzog_|01EVgA=k;u$`Z-`Z4;Br4J#o2$tx*6^7EsYl9HN0_d7B^UP-mSuI@f$ zlNs6B#nsjH7)PJsJR1|!2dN~1TX~=5G^z@H0)VF3*+sNIOf;rYq+tkf#j=WXy_?K!n+t5eHY!SKK?>O!^5YIj1B>>vHo#1 zegFRbBto!K6(O7G?DHht-)LjAlDm5z)0Pd3@OtZkY-b7#QqRD^z|^!f@vJn#fM?J4 zgWnmjwB(Ge)gR!C{QUkV-DZI)(?5A*PBr>Cc1#D~3PiSNClp}~W8VE}L|IuaZr{Y=_) zoLI$evKp+qd zd2s%{hlCF~pS@PNrp6bL2Pd9wdHeG6GS~k7|A3mjuPI$l6P{-B>tm~jm`64ztlb)5)e?iaOlMfWHB5Z$wigpLuk3RfNh(8o zNK-DTx~8)<+=)*+>ni?GbropRcSw;=e00gVRJ`^3X;n3~%_KYvZ_nETkx#s->&&>- z6SPjMs_y1v^s=e={(TcN*WTXVZ6g(PSy@>m(hF{t4Wz58s&5k$RRYdnbQ9KL03ZBJ z8JL+jk;&u_hYlQA)7I7|X5IDh^6>@X4JM^m!tq@3uvf}tf*1(r5Ka*hMuJtpva+&$ z-##BW7hctrbz3@d?fP}q<>{FjIZz~ya0&&O#n!#(CVEv}ea{_< zeK|Qfq+^j!9@4xCTY)NOV0>KNO@roce!eWedEd`~QO$TYfMUd4Ap|}WDfP>jBE4fg z+%MNWNV#op4&&>4Y5pb%)U_=wre34o(JL#igw+YgYf;Krj<1Cj`w@834?R4(ust-O z&?81%f$P1mfI25u=Ms~aw%gs^J;p9q#}6_AU3Fj4NYOuzGz2q=h#Fm8_Xh@U;|e&% z#hFRd%;n)uTCqk_z3W$2UA{pODS!U_{qHx{7I+`pksG=9&6A_T!n$Z|RGKJgzj+Gk?$W;`=&L(e$K0 zRY5T^F{fNyB%$TqnyW*PCjnlxKA`QI;n|7#`9{~X0M-f-W}_wS;a>3O!-w_%dU)k# zB9Xbd+G*~yL#lV~+|eQ)9sus%BYFt<5IcGh{s5Wp;%5K8^~M-x0jI57$hWFOPhPs@ zZ!=4;cXsC{+J7VknYMU7d2$khbDIj2G-BC6Yq)L1Y~;yCX!RaJk@V*M`*qMo#LNZ- zF(Hb4O2(;mN>S14`5A~_hlYl(atGhrSzB;%J3Bj~_r2iBXZ=Nw=q{E*@R zhN`GMA}zcYT0hF*Sfqsj16tCE^TmTA7!nq@{atu-bGMt?wPi z+_--oB4T11@WAN7A+m#=T>y`ze5rs_na#0d4RPjxVDJObu*3+bGWZwo5dm@P3t6yP z3xyUstnoS)iF2cNcs3axIK~zhuRtyH%+Ahsr7ZTJSAxHoqm$Ejydf?KdIBMvxzSYS z468B4GiM&X3Mbe%>A!3pb94;7oNhF4G+MmIp@nJJv8vDl=ZHD zKI}nae$LFzmE*|c`}5~d*Vq_8^JD+S1cTx7 z88f-8m;a(iSg56Bc#5Ji9bh3Fr5JzaTab(MH+SWh3K zqZL%A5%%Rl;&gO$^!$F~ITV3v$Rn=`r=_I{ktwc%EIvY@_hGpuE&j2%>fn$LdYS@E z4>Gc{$}!pd2DG&?^d>kouU(TE$>iqZIwLm{QU(S=57Zxfa9xm+Pho1^Z?pDB!}s3G z7*kg{?EpY_ie;xXXMD|*EzV|ANctF*99Q;%CyAuL^WO>N-z@lln-o4n1eG@wBN2=o z<1MuRaJ-{l%X1Y+6vlaZwG5;?x-jMbHwm7erEJ8Xo zaHtBS_*&fc954!a z@!|oPh7fuGAg;sbu+Ex;99e|t3-pwPV}!58BhT9xtcfcrg!pS~Y{Sri2yWx0vfS5N tB`C`o{8uM7|8H{T|K+j#zkj9_ntmfLo^?mJd?n!@g)_=>38(b#{|~Q(vjYGC diff --git a/master/_images/sphx_glr_02-fused-softmax_thumb.png b/master/_images/sphx_glr_02-fused-softmax_thumb.png index d8d70c3550b30fa7b85b358c3aedfb308375bc9e..0b7b8a0b63570c0ebd6c238553b98cc9ff0503a7 100644 GIT binary patch literal 23955 zcmd43Wn5KX)Gdsn2-3};#-K~OJEcUV8~H9zUF9^fQ&o-B#Rb1Vq_-%dzg4vt z{Skyr8ypnyKEo4huL%z$Dq@+UZ}Q^Vn(d5|@vQecxy3`dtbC zzn6?YPq$GhAXs=wLPeDG`R|PPH7!Fh5eg$7K7F^87g&DJp!d0jKM=`k9tOkp(;TxQ zGf#GPVUR~>^`#Sgej=3IVx=2)yva0r+{sA+6+FA6_vZ5gI;2J{J2?Im&gU&@$14;M zn(~u)HRj%F9^Vm9_}tSqxqJJ(rV4a>P_C+y4{HtQ;V7OT?D(tHBqTg7mRd(pt1T2q zELntl!uB8j{CS(iF6_)%Y4j?ETlmLh!b*+4cE!Ly;)~;ksSC~gPhJ7RVI61UuT+&u zXLvP=HxL6qimyh?=}b|V&dF-Rztp93FT5^2Ua@Dvzj|e&>v$-fqX02sfjoK~vfb*d zdo;T&?i#Ur8C6l>R6@cCo+Xq}dIAGiXT_Jk$SOz7JS`Z&YHJ&Jfrsax0?A? zn@{=oUG^OCU$ag>J%Be}*Wc`pK)B~x4m@h+R&Q3;;{`ZXd zQ$8Czj&8K}XOEo2(VuJi`Cr45@jZusTC)-mY&+ZGWV4=rdc0^kP|*DSU~3zjk^Gnp zkv*qSxJj|Dn_Q_U33bdn9dSwoKposA>lO{re2}rL71fG*(uVwqI5G;rsiTB!B*xOnei4TWNuu zDPExLZomKR|7d#=F_DK8@%i)VlH=+1!hYG{_6DL#v?N_}vaEelTRM&k85tT{I!-Kk z^nLC_%~&qqpuv@)3ANpBI$z6h8saHGt_KATlAO{m%a1jc92o*U*8NQgx1!)2o;3ND zt8EHNB&M)pzJ$7z8&0|u549`h}KpC6BCosgDVjc5gn$4+vkUqx~*9C-IW&p zg&ND9IBgHzm1cJh*Q2TsLe8j<;$fvWTm8}GXid$kEsF+wv*f|7rjy%&$%I$b6~%N- z#dW#Gs#(VntqN7Tcz1W*Wge$9(b@~yDpfKXDRVwb24&1|zy96l=6@$a@lVXcdRyFp zQr!5RF8f}c4V#;r=@Wa5 zct}4K718fo24+`Rb^81JOVx_rz`?yn!^iJ$^M1$MLrF!o7RtVyUS1v*O2B@8IU&d1 zXIeKpdt~zBIg~w3&UX+0d_f{1=ilZ%m9=_MpcSb~YcfPiDbYlYf~;5~Ko`sZzC4-G z>4f)6Uj8pR4&;SDkyA)`$^Z@gi`dI+v;eo#giPuL97o)7a%_t~t{16+r;OUikcz&RM4@wnLLx#{%%wV6_J7Uj+l9x<;h?#9z zR|d{{56)pvP^fQC>Thvkc~g3b1%!X$Z=6uTb|%=`YV!pq$77B8DpPR~rw9lLA$VVY zLtY+M4(BTT4-d`muMWful#1f{+_}2Cy37`9BXPCe#%z(AwB&+u=wJc@0&24?$+zs< zW9cH25Z|G+ws~9aqWv_;PZ_hXdh0DHgR!<|5kSG&_R08J^$kDGdf2O6Z~&Y zD-A8f8X7aR`r&0JQ`BFjq!QT7@r%@|G87Ax;)e`S2sv77tvBG|;nRivQFyK<70gze zQ}!luChF}EqKQw0wEb7sz9HV%%kD>@RVD1$?TZmA{%FONYt2c^e+&5$qecUdsL*p% zV~L86jz(BW9(HP#hYe3ATcS#VmO0k@M_J3c{n}!weym8nW}~{wa^*RL$XW4QI*MFT z(Ubo7|8iSqkfR?f@~Q2MJr|0?3|zMVvoD`1D9Mj5lqR=-@r03(Hd~ze=u^wVa`5KE zB!X&Por!-{OG~1J!_oJL&)*fMA|=SkdQKGBjj1Wbmu>)z?+o)ti7ycbMxfb~7lZUK zj3L1s_vfvz@4ocj*1%NfH%A5LBxGV2cyievFDZZC9!$55|1+U*TB1Gd6j7=DMkM%e zBCo>~*-ydI36ZRGF5=C&^wv&ChNwwe*I(iN>Sp&TkC0T}DYBB6=Nhh>^##kRH#V!D z^ZsK^4P1Kp?ygtpxHDM{AlXJny%`Uo3{so8z13GK7b&8;+=E5sgNJ>WPqfe@i}tX? zKh@H55ythh9z-)4`Tf-^rbub{vC~gpEU=1-rDp#PCg)9mh>FtL|AF^qeb622={^sY z%*V(qN+5A|zRHBZ`}xW0sA~T^8Lw-;Eu9Zq24}QhKEj{44*l>vVH4#NKiQN-t`B5B z9IoIKV0lqSo=%1BIgiskqBhBVYELCz8~;=)sGp9RdVkVfK#zHz!xpO74uH4!YFDk$*$}gbs~em_6Vk}df*ThoRH}V)n5~pdL3pldY0Hv4 z?Lgg64p*&MJs(Ko`UIc#P?JnOH&r z7atL_Uh&){*PpH#rU`}-C9Y=D#a0@3k4vie2Q?n?!rBtH{H(!Xi;s-Vl|~G zgZ&3hXp(lOv;O7v2_Iim_|(oyzRr7RyOV!I z-EtvoKV8=XQ4s$GzFH2W*SUZ2hq%Vm76TdqqAbPj9jpBh@I9xA_9VRomW^#;MBG*l zOFxv9nDo1mrc1O(#{Wqfk7c|K=e@@B@bGZES#orHJnI1r@N73T90MJF%;?K-Y7uz| zfu+y9+7(+Rxk6@&7Cc#^bVae(qVrBlwoR+|zaq7Bmro_c-J;(`oP1ZZ&(pP!!# zwVD#4qyq5Ju{;HesHmvg`~3naOI5En`wNI?rTIeaK}kz0z!BYwIi8-}+}zcpniYfX z!30|M>O!q(31`lqzXTf`R&DZVPT<~5F0A>YWvH4?BfLp3EDQnoz+|`ktx$=k`z17d zYR?X^{UL)3GiLnI+9eAO`Zz;K=9q*(3Xz1IT+Xk7*q)~&x1+htu-c$d#iSD2SWNCw zO$*$quzeTq95f*o+#x=%LY1=LK0a^S+uJ21By?V$pTHMgAI=F|SuvW=SCTO^W9Cfs z0eFT-LFwL!S9LR}NYH9>8OxC)86O`9+i``n5JrTCmBnXbN=Cikxm~c>uVF)NvwxHf zwoZfPK-La?J_wtp7G!Fe-T5k-$jHb=_nW23$;nfY>!PEgguwmsED*b$3bN$v`dD$L zT;Z=2Ywi!)^7CKuk$8Fayfk&o3pe%CBe~wc7pD$eHN6xqF`u@q z0MPeOm0j1E1;4$cV~kjVi2w;MDmt3C4_2UHDk?sH)~FA5GSFL9b^nPM2@W2G@A<@c zTF6Y6KID^AK%oCt-4j+df4evjVU zSEBNXv`PS&;G+Z@?M~C@?WW4N0)-ue^Mk=E4lZzo_xFEIwxFQ@_bdiMAQQ1AMd*}L zug>jo6c!Fob3V4?&MQ?sT^L)rJzjN0`bs2HS40@64l0oK^$*Z@*5p@(&(3btD9=*& z<_)f0A(z-HCKc4?J;}sO$E+*uTi%vJSB{CN7tx`?<)+Q!X%b%|#S+zH;9+6eP~n=q z|7gq2r6cE%dQsH3=(YcX7phGh6b2HB)&^v@VStfB(pLRXu?~MMdAnGh7o%8e`WQWbcQTEh}?;u9p^fJF+#3HGDGkz z8N)@!r#8a|FSE*b3c<_2WWlZb3i}I`_)q@0x+$M$YMy_=?uho=$h;BE9Mk!t0>gMP zh-WX>Z#s~~s7L0L3jr%wY8+kv+Hz_9^FjGcq+)7UX_oE}?t;Kl5vN#%F9d^lmvGca ze`N5=phzZ3s-;o^S8xBYaf4dzA>d-iRrFf@@5C-V%S#z$tfXOk7OVWP5|iH&Ak@|* zUUQ0ba+;7xxYXafDmmj6FezKh^t0At;i5OA?^Z&jrPvRK@UFzD&A-E<3u$P4@=DI6 zQwK++uW$cE`{?C;k(g9TtrlgFP=ws5^$2)#ydAl5JBE;k-A}A(&iQgt&E_UWDHwLC zYudkZ1AIOzLZilZcvamSsg~mjjQb(bavYZ^&np==PD+L}FK_>Kka$7Zx%#msk_9iG z|Ab(!+%Cd{lL_g#&u5?7UU0wf07rismR|HSS4{ zvIYZ-8nOp@i^4JP&-WSqTD}vS{5L;KDwV$*&~@zBGA5Q96ehJP@biflRaEB*qYF)b zlq5CG%Z9r?@@6w9WqITA=>9p%o>2a$dhy*I0gL%#YXz)!6@$6!s%OMO6IIK>GJDA_@s0OL>VA z|B`-#{^WnWh!m+`(>Wtd3|VEBpC$!tsBHycKeK)wdY1K9tfmGaIeKtu*1J3kRVMc3 zD`ZK7GEP@sp5p>BDb9zvPgd=?tQ(dZZu z&&~k!Mv%;Y8X8vEY<&gd34vHBewXV>Q_uEL(gAO5BM&@0O!R-vT(@r#1Q9xKdqCul zrgI)Odu0olq*QTeTq(@%{Mb%s-p?&nW_fsHlYR?h{mL3CfTXp!U6Z1zOv$(C_l$>o zXd4NV!Df3T&s|6K(6c=PS)%jnJMi#SG&CDeH!Fr6e#jt2O&6+m08Wm_r~{)}Z>M`S zUsb4D;b&UX6x;0nz+^N^s#K!oKE7dGwcN4@?hM&4lXdR#rgdjAf(<7{$v^FEGP7j= zO@eo>{j{FrLKELhSy&9oUwakPDkTNEAwA?@kTZ{r$BbIqYbF3}6qEEQam3r%a+d3J zBx#>Ps7S(6oGEO}74~ttn~TDaT_#?sskFR2bI)i)c-aBp!K9GQGGD0XNRfU0;`k8- z0)gb`=jRp`bCwry6XY^`wqtD&%!p!y%S3?gU>s@4`h5`vc9Dd)Gt2WpI|Mo${p`uWQit zD4m!l;>%89THQu4_b3(Dwg$7mu4Kn4`&|W>Eo(^$B<1<+iMPj^#sWm>oN{A$C?~<3 zVr_785Fzp($x!UtiY0f9TlQq9P)1SXo&?&26i|i)$VI{j6=*2t%9AkRMd*~(f1zQ_XIFB%t|&LJ?x`9OMFP0 zj4{g7P3_GY?uXQ~T?GeP=KXP$ou7+TX9O(jws634?E%ywx3Dk^FumKmyDxxFvRN)m z8yiyr;`W)3FV!&3Jr=4TKwdm78jjdTzSwaQwYBZjT7!MW5n-H zg)J@=EiIyAekPY)Z#sc0kLqlHv4^@czp9{fRm6mlmEuUji2kdoR9>axICU;IOk7QE zvc33pr1qZ?pMRJV;gUNkktd@cO1rEdkR=I)Oq{4oie3LyubJP?BtpjM@(I}OYXh&> zjwDeevlYM5#1d(A>#y*3FK0Am`Tb+-lEPY#nl8lbO&9bI2n!>ppzwD+uJcb%Cmo-d zNZ@g1N=Qh^%E{3$Q<0FAT=T`%(g7NYbUdS1e0+Q~@yNpFt8Z$1KOwyfAr{V@fo+mM zW@%*Wo!0yCD&ZcbJ+7E6Ge^||;E?HFtEbQGQe+VMX}1@n^ae>B=$WX_)Rw6|8_{&iOq>Im0}+hbbcOkk}*4h0F1aewmjMNd}f z+TGO1#on=;bM^{z=>5D8+7OQy3^;X>v9S(|)iE(x-@ktkTfiY9k#lo%^X~kniJ%zU z6mdzTT$SpjR3Ml$ww8IrS@3kgwJ=~ZFw7nM+VmBEsGr1&gj;Ac)(_m|n=b@ky{bG- z#H%R0pvUYWf9n8NyJEHetzF2WQ@^`-PS|$dvs@%jq}a%8s>q#q%IM0^FDkWF8%1uV zN3g_4SG%fL;s|8>auvt0#`IsM()%IIx@&M;q7Iq!@}X&CCou&l&k2J1tuw3Y3^eCB zKX7#>{|h`K$U(0qiKXH6udbzcxg*s89 z$glRcitCq6E!h!VkZF*rhm~_v4}%X!lYus@F$%aO(;Z+4;O2nTRF=PYe-~nj_pB{OLN8Zxu6V!XsM__ylvub*}wW9n)P$U*CY00(m z{5N)#dALjxS!(MXCyv?jfT!5p^*-y9Pp6l#eS*sol%dt#@R5oTSbd* zYz4XyAt)PFb5G~ImPbSjiDG11nfIe)|QlA?j

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

    UPlIYsR!ibNE(R6I8s7?X(^>mwBFJS zTLGQfLmZ+|D1+nUYyq{lHMX)Q=H}rIb{eJ>xbA?Q@GPEM<~vgEbU0-`fBwAIuC=+@ zt|MJ%gMey0{!dKBNk~hJNl9%8z%7=Pl*H0c*4&}0djH9jKX9W}`+|ak9zJ?>wovJU z!d3!K0%avxdMgXnE5hR9Yl3S78tj;BdU|^3%LxWzOsiI{l8}_tG^MmU6pzZs#>FWd zxUZ(BhB<@pC>TMFfQ3Bn||f^(&8dMylSdmfI{iAbr(31 zyL;!(=_?;WmA;$sK6L1iYD#`}^?tBJG@2cr+P*%DPTJF_luDahW&pc;GCG{bDjOF^ z*F|B|Bt$3frLUR5!vzj_D@P6=CfQc?eB9i+zP=3i8@nYW!V#k37fsg`Teo`ch7Fm( zO94XQ)h;P1fp#o^PzsBM_%vd*D*vmlRZX+JPiN1Ic;gOMArW7DN%q7NB($X9cjBo)V z;%@=hu-=fv-UrtX(V4Dv*crv=d;dT&$34K+q4r>@Vw)NAQpSrLV0rmwWF)=SgLPI? zMMx-Jg9a=zIr7i=c%JrAYdi?lVw^RT+e=eZnUMWuU=Wr4rJ%5IBj$IZ^?SeA7WPuZ z(6G(@#`7v*rnuyQ>_=r_&`B@B1cSubO7E6{sF+w|OeQm$uyy#ERB9J}+v}DV7+RS& z!xgs=a&eCx(*eKZv&yQh?cS;8(i6#l{Eu7d#~N%+T-*UXj)WxiGX3=@RR)@wnbr($dt# z(8e!f{ocLKoMXGvGcpbu8;@d&K@VmMdM-GFpOLOgESt__LjrmoEVQk8gB{vOyS!7|MEFwmGi%zdmx%4d)w?jlkgbA_B%nBFYYokF{6}HAALQ_)zwW5~R+R}2mEm0mq_x#VvTPZ2Xat)rWTEM^u54dx&m~~}+ZKQUi#36?BuTf8| z@sy_ac1OrM>>jZdV4|@6f@})@cA}E$Ia3pp!7t&D$G4#J(U2=VW7QR)tZt894K+&+ zpaDQ+loiD4t%_-?M<~mi@$pf=w?l3uWEh|}&SFS7K^LNn0X@8)z-x&|-egY$-47Zq zW_fAhvh%$YWiDsH3D11%PlAfVJof4dx{a9RWFrp`kIMSq)>qn^zaqSETt`qh->v@* z^j7*Ux4RjGvxyQ(`@;Go)UU8VhLblf`!ZaQ%e55Yc*GIN2TqrtEe` zZ+Pb0hjQ%a@)ylDse3J&NnE+q83dH4PygRca>h#4!Hc~sO+(xWTW30`W2F69(>Cbe DX(578 literal 24078 zcmd43Ralkl7d^^02th*WMv;(IQW_)#1Vp+8q`MoWqy$uuE&-*xrIhaO?(S~RT)+R# zdCtYTJ?8?p&)Tro_r2eYF~%H|pm(wo4<8UeKte)#DEUV8JrdG?U*U@o6&YT!)l6|g zLed(R6ctut|;TgX)+8}}D|YG&?2uz`caHNL#ceNmwi zAG(fghUb)H@byF$X}#9>tCXviLhotoI0mK1o4ZNzX3XE&?0WbV4g^;7B+}>}knb7O zQu$#&{N56gSjs`>k1Z0I<4cVVFOh${_rwpo;pulFKWq_a(MN&UBBQJwX#irSg-Y_J;3!f&YK~rK4jqA+3(CuBEwuzI4IwXMdtn<%1v${huIr&&krez~esBnmp-G({4*rr2D(TMXK!uWqb zvdUb#VApCz$ID+7i>6LW-FI;o^b{3^3~4GgGiGs@8@%#wX4myy`SBPcY~ z(5R^T>iF5skZ*2M`ZYC4hYyW&PIG1)4+Lm;oyuo>9qqX1!Ug9>b#zCW%L)ZvA%Cjm zUYo#+X51N~?AE%K&eX`KCJK0`vxnv=m;o9Z4>wk9k=R%y5@4HYFUhDe3 z#GR&H%mDQ@^*q`K8G-~o!~S=LbgA4AA2MnnpP$o)x%_Tedh5R(Tdp){JVf$I*=<86 zL*aJRShl{vwOTe~rnqEyQCvJ5E&bv+i6JWDvHzfpDI+ayu^_>e5kp(Aa$)in5%n|S z&ZrMB6P>RoZp+-#Ga9RRMU?SH#e{8NVvsm4cw~BpXD{Z?R9viHxpVB-od1q{t6uS0 zyOxsaq35Lx|9{3aq?Xk(9^IEG|D0yC+V$G7Q8ASt_tbfq9`Kxx4GXH&8_{|>4)4Y` z->H~!Et>6NkoJ|OG%zr5zuIqIT3YI>u+sVCxc%U-ijGI~&UAIv{AZHNl{hmb)grz7 zBwUv1R!H{m=S|jb`S?ow|!ExtV;r3<^1US-#uk3KiaS&uHmu&qR~u zr+LaAf(3>TdAw^bHgYO8nO#qJx_H_IUVPR7Ri4Su@s<)b%w^gis3P0_CTX1Blu@SylXxbev%eHG) znS7!3Wy8;b-oH>h&C}3m!t+IP`*^wZckT-0M4_we>#W>d(Sp&(`1qgOKQ6RVcrBew zT4l&33v5kQMa+6$hTcWNWHlY4`;0{)tFBI*qf#KCf2TirJ)Wj#y|5Q*h$%iZFGFCYmrFg91kl}lZ>e(|L9YgWc`JBA; z52l=-Vvss7Fb=m$SbRpsP(%+uus!C!x!E}RtoUZ+mte9#y8I-ueb7X%8rzJ=sn*Mv zFZr^Q6m zpq!u>3tV|5(e$&SC*t;V$Ds1`Q6fVivBIcc z8kmvn83%Qi++_);+-g?V*_qqK#H7@6I&QHwe6Ykw?!kixZ5X zRc_{2BgF`M2{;l}JBgp4TVGYWN=qw9}W)`@FQuFce=ZC9<*-8wywzh%c;YMqHKd)8=Z*^zu zJkm2V2CJQ{;@C|Zx?5eA!B-9B+$;J53R|V-FDhxG_kz)bpWRQTHk!6MSFX@%2r!W0%;jqR<;!X zCKut*wvv+R?Z4Q#Pzb>u%V=o}SJxGyv7)=$E@Fuv4PItlUY-k!h)ma!Q#JkgDNKv~ z^F;WgVfNElcaLGwVxw@L&I&PfR4f&_5K!+_`M0Ep$5#T9TipC&x`c(Fb5a zOYO~Wot5=99^Gu@Z!n&zUg7vqTwpiy?HLN+NeqwG6ArwQf`DJr!?JrDu_I_`h0ZVR zx19B+YX4cEU|Lc6Rbqb^BF@}0S1lIZF5$KnogT@Fo(S(R%i$?KZYG#NUmZRtRAwOM zPC3!F-@(A*Pd_oErhRR1e_e+US1tMI&D~TwQ<=rZ@cF~u;W&}rq`keyzJlb5B98;= zDwDw>|Eao5Su(QYaIe2`UN_uSewh#96F(i;p53@PA1iS?V?TPVdtpz=b2R0Fi+p#= z+E@K)zwr?D!m5gs4LVi6<#(Zt@jniGZBI9{Q%AK>digUrm9*Bf8Q^({*3W&ABo_(% z^9(JW9FHJ}Yz_&XKqNz!U{>enXii$u$5<9BQLPBQ4Dw3NjlC%>LB;6Bo4LCV-v1($ zKUC2TABy;4r!q_4$8J0pLJ zS9j9HvmRdntl{E>qf>o&)m?P`sSRVF*?Ng4g z>Wa$9`Yl4q0vpfN8XJc0KUnQi^76W}aahY^RHyT+B$a%a9u*ngnCR57(!J4^U4Q+M zM((px&WG`r&f6S>e3f-+xFV>%aFzFe{IKrjFLY#bzbz~gen zDN+R0#)R5?$j2yIi9q0L0ex*iY?{-F8H4DKOni2<2cAe^XCn1i;*(*OjqlV2b=fB# zii5^;7n_?5&*7=K40vexhLL)sQ260I{cyB)5hjjGWf~2?pjVRB{*+zudbTsC?&%|u zz=>xvsvIBp_0G1rR11a3@)=4x{IOMdvb={rO=-q(pj+1Beg8hRM5S{1SVVIjuISVG z;jr0{aEgK+p3~#J-9R|>6UjSOqV)6|fjQN?%F)y|+<#j$>e3KzKALhVG~>MZ&~bah zzjHaYv@~+O#Hd8K5jl!kOA5-yV_Mm!*46+D&ol3E!JC+`U$Jk_d%Yg5tp8afcfNMu z(4DeH2OJRnlOuLxYuz6^b%uS7xb19z(Ph7xpz3%;<3Bn^#*h7}VtnUI5m4J#dXwcW zEt#$A&S~JSsd;$f0CF7Xwz3WF`LmgGIyB7f&2O0g`SD{z=|2NqQL3il6iC&OW}kur zmins$bgn6DXj!Bw7L(=FG&Hu254o)O=7h^FCdC0XGHH}A{f@U>X#4h5HBb5Ug_M+( z^W}C$ESnK#XB1OTKlOV}jI6A_Y&`D7jgD$tH8ptqRCxPOsi{w(qW7c-`_i$nw4T-P z7x5%wipdwM=j~XCr{P3*`VX$#?^>}Fn@s=VAmepRw^?k-m~zTG*;bIyP`l$d|}S zTvALFUdJs;R#xnS2*dr@Zo@wgo8rAm{E|{q4a>H}s^-;>!a|>1bFzH`0|(;^UP`mI z)3s+7t>TIVeohs3O64WRRL<9I->#U&6uLawM#I8dopIa!Rb2cX(X3Xw;}I0#v>cuv zVYeC&6_A0@mI|nKhf}Q*wZ8-EZ?jHSCKx1HBx(PWzDw(60PZ9V$dD&73~DL7d}2dQysrM+-#5*B%6>G2{+gaH{YUz| z#gTY{MW0m(Fs*c9E?pCLVv*Oc`;!!3l3*amaawH1k|U|-Mfv&p@ko=W$dbO5Q7YKg zWfl4`mvy=twW{Z!s^(FvDo;Y~?Yy?9TehBUvp5*Av!b*#Z(HSTb?Fuv6}4df%KAA6 z*M&4H74aQOO7aQlgLNdN?i*cp0iD7@WqwSp6?={I6l=4og3Tj(3Cuup0vST6v9T;> z^G5`TId~l0;HSO}U}#UC5sz|JCuu}j{VFWRj(%^~7yzM9^>tpD92!Cn*2zxZh)_0@ zU`@h(Ui`vW9&F9!dIGiQ3MWfDKbzEjrVU!rt2!dF7dogou(3!5F`qr_`*R%hv)aw> z)V9;8!kX?Dn~S~P8%x6Ljo!N_+O90m$$q>f(L%Lp{ze>#GBA)*swhJ_jK8HS^zc@Nh$Ip1lZNrKe_Mm}L zcV}6#3z-eM*89DN3BUON-v3b`%1FLHCYkJ2o%N*%kGNxckk?~-VzQf+$02&L_B3zR z9~+bxy9O%4dxukh4T=2r^TgYJEAu8vJ)t8mk^{p`03&08x{DVh@uaELzGUW$yjA+p za}I3icVds)#Na60{92~NeH!?W&K>~>|NNtBE$^utymCGvOp zR&JpXZDln;__ulWQXs=&6!Z{Z}E)^47eUp&&!aq@IaR zN6y0A6V=6p5lHfBT9$kR()ju|}+SR}byv zfxxPNS`CIau7;T<`5R9cfeJ4dUTG}mydwPvR87s_@7dx2cqn8I4D)#@ffoOgtG`O# z2t)m@_sZXromI1gyncbN4cQ`Lxa3sTjMXh+^nTa`(r`qo6_|Q@lzbRrcx1~TZiN4c zIlWFBp3^^gwdwiaZ=?=$18z+YJDHRB8uVhzVv&<9;WW8;0V;*gs|y#HuTkY2;Vx4; zq`0k-;y8TgD9_fzhy5=79&eL`hWDc+iaU*X-0k{Lag4!~(HmCMlcSBc<{a;Yt5x6mfr znk{Z5{~!Jwwlx!qCI!^heDP23OSCbz=k8iVxW0MRcE6)Hph3iV26sRz%#L!GGLhJ! zA(QP7fh->hybr`7X-{01_s2-XPsk6RqZ42K!0a?PNRLie(AMs$tMND{3&T!D=2*Lz zO7~zESb7AF%tE5m%)fc-Ij97;*QYL9MXhJYqdL>!mrD_HF@R=gy>317n%=9T2H%5HQFHg*eM zewau4?8Tapp&}TnU^2$RKqY!tj#9_-{26d7M%BVkp(I?;mQ<@9neTx+*TJ4B^E2tu3ek07p%XsU18J88##=Q|8f7Hw{^|SL@P{>_HIf2J`;yC!d`)k zZ1qpCK0TMfaUL zHNI5zzb$B~6`HTPrbrnPdcOT*j5In)$Xu4>9PgYufVPCq&B(XFd#iI&qEe1qOaG70 z9o`bB0qPVqr25}C9a=im{<8fqtj73|X)#-Jxk|R$Ue3(!3y_gG*i*Frs%&HKT@jl3 zkJG?hPi}|&rPRxqDWl>GHB_n%P2YTPc8iI~^mOVcPoAKnqo+ZC28I|$`s$7lu{ynvv3VHrC5EOPWr%{Hcco`cK9xXOKv_;Y zd*|<;Qim^B*3?D+6}hus+_jXf^A{=*g0eIE^NPk{nE7S<~Tb$V|6<* zFSneQ($%G^bv=H<$r+WUknue#s^yaGs%mi+*VG z9|Jv2=(lbOJqLBPg9m?7JVITc8Yag2bleF~y8KwRY`XoNiq%`n?HS%lu(W`o1*E|@ zjik;`Xa5;8V?#fW6v5zPgb`x#NLFsy8aN+tOcsO4srkO+qaJ& zKU#w-goBMO)EY(>`_kY6Jw3hs))-Dmv&i8}x694>>MQFxq{lRGDW5;z_|kgF?t+9H z#luZ_#QBuul#+_|+ary3A_6(S$G#(%S1gvIR#SyvfAPX_%}c5|;ETJ@RlT%0 z@;Tvvw8LV#>7w;cpJ1J!*X51XRQ-`Byj0^n9g^`3>yvT4v3MC_b4Yz{;IPRrjkjDg zgcr!6*Cf>}co?iaChWb}2c*e6*O5l9f(j}u(y04_5C5Q{Q_|B1dEZ5OMCz`Wbp)W$ z4#+ePu6-&pHVH{5fZm=sK4vj7`bf2t*9*Iv6kN!8%D%E`jncag!j~#ebVX5xM|1BDAI6Bq?{OMUpU#|| zzBgt1bzGSW>r~o_>*uYzlXx~T7Bfg&V)mKXVaNNF!VMk zER@G~FoSDgxykL}jpqR@>oH}|(%A3jbZ+bj6`;%b#vkltI+@^1_((+aOBI#HcsX9Knxs_# zhIsv`&1H;?*;86gPDtJggND|V=GIP|Z^PU@v@UYI^WD3i>a&GpJSDt&tAmWn>=;|O zDz_ccPxPMvATc-lD-RYvk7x}J|2eo8xEGc=xH@cN&o{m)3BP@1w=7u1lgl@JnZ*+- z9GK%z{q>Npbj7CB9BY)DTs*Dpv2obZ8n=KrMJ^_TasXb*jQhXK?T(q|g~X6^x9Iu^ zt)x&fE2_VwNC~RxMXstguMdvv3g9_ajn-zHVL7;=qljh@wRb}6=dLok^`bK_w11uEuM7BZ7lMoyj1C%iN)^^KslN&pcNU|uq9oXH z%uXF>*72V)@yDIaZ8KR7zQ}&+y&`lf;H~XFmQZfj)4&WEWMrkHGHsho^uk%$jVB_t z;|Tx&W4w`#$Zf}r#0)RjxTU?1EoEdX`n{`JUXHi4%O|$vYB#9cPbT`QvKw7a>C1jB z=pR+B{cd6KA2w~CHy(>dt0XlpQ|~f7#G6K;MOz}>V&)}b^9q=v_EA^cdv!WhVRyiG zK5zZ1@RbFw5?;}V);ld_L{2^TinsP&N?H73yy_H5I@?DRm_DJutBzqk%6X^TdrZqQ zn^eh&zhxAq&Ts%L;>`o;g^S;#ZZ~&i0ZBeqk^Oi+zieJ(^iQqLx$?by$3BhyK`Z=^o{=#5_5N|ERGE#w5IHw$@(wF zeJ^Ly%VY!%72_rFMu+B}RqX}zuwjTpp{i&(6ypuyJN;g#EOz3DPFi*ZEO}l*s}}+R z_2aj>;n(YHa_;qqZl0FMY(=9@BU)b{ei~d)2Z5-q?adc)eUAXUaRpreuCBMwpFiK* zH{q7);#lu^8^X~vIoJ3)$c}Xx^9g0?qmY1WicfCKGXVCSohGa49Q|d8;$>aBIyZGz z>NRddq-|`V#KnhO8JZucA}!omJUcnDiXHPvz1;WKHhq{r;JI?|V6Z=VEWSGW-R(Qz zKKtA!5qQe@2V)(rg#GUK^e4X<+?1d1oHG?zIEO+5OG9Qan$r*-|yE&uPhh^ zi?4FSZJx_|%ADin33n1))>Wnt$FoQTb}BA(`xT!4Hxi6GdMMv&cDwb%`>&Jqf&ToZR*Oz*Ru+hopR%Qm~r zP_-#%94GkSqMPYZR`5mNlH7R3*wb7vt~JU@c%^!LbTceS?iT!W?K?7`$1+EjrGX}l z2JZ`X+N-Hsk}KI}%+6CxfP{_9RwH2YY`zVP^f~v?hv<&_1O#@jIbVtAPL$np^i?jA0)VZIpKcY;C zmFo*#A!$$U5zFPd217@oDUG+r*_E39vl&-?2Emx26Bs35CrlT zQ426}aB$wnuzG`p`7JiK-4E??;kbFOc5R%T;5Dw8JS%bN)!AZr&DlZ-VpxKhTR_mx zxNb5DTyC)?$kHw^FXyV41q1m?I-T`OZfN*i^}O-NTj(OVOJ*mqk&d9M?b!>_v}+yoYM_-~iB4S!K>Os8|{&gi=TSsi4Xxm~0Xd_+Phy}H(O zWIW|-h3W1)tedw;SKy8x;{RJF{(DT!8&T1FK|w+8XY&E>=gZNe5)y}vSb~KhO*S+( zq5&CED=}15QrZVHoZ4@!TJOmZm^Q7ZCZUzw?aR@TJ;;3>FdE&s{H5iPj<(77;Lst4 z3Df5;bDqrX&44K!Max_QR2tP(}8+TrsJ9rX~?&T4n2lGpb!ivAE0qL7i-@j5(hV+fq@{>-*| z`U(+n$zuXLzjGhB-H&JE8hrX2g(oy@Qhm0i5G%l@aE>yskytxI(_+B*!;a?J#ilf` ztTij6D$+_xSG)sH;tr&_px{pRu7G-(X)_Q>Rzi%XrY39x0*Tw3>vK?B_xAVaL1=x( z%Ns92;SmYMCL$)LjsJA2u}Hr)hSP$WIeIggY<~zF(Y<}#AJ)}jFFBc@iDnGHNV~_WD35YKNQRj=A#|#oH#+Hc#+zSij?Y} z3Xw<3%>A}H&@qE-HKbN&Z$2N(#cS#E;}4@3R)c&8&ks3h5@~s>< z-hD{xX{&xZ)4WlbR8p1q(>ZwGC&ni5G~zVG6ZPIU7O37cR9WC(E!1-_ zPBBD2Ju3aB!7;Am>eg>La|$F+zJsUrziwJu(*y+;znoep?}da_*Rh{ib*<_P7>&;x z@SS$rA!w`s$sv)Nfg0hlIFFdaogrbY#fdNa6TO3=5niQj3QkG4X|ChmxBMenJ4^$b z|Fk8_U&9g*kdYj2{5qF`yZa<0kj}Ut%78B7->f&Em65anqYh24>tkmZ7kMS6JEq-)dBhnW@^#_=-0roWA(4m9}(Y_AqL}-Kl3lvFfgnH5%OqS*V(!JK3d?Fs2$qt^+VJ~ccRp!Q9qm?`ERMoU|{fj+H}Z#VljDCEG#4N zLXh%0Vt~?O*ptxy`60>P>1hVYMKERg{WjJ|yMUI4=5u=lt@NQ1S%lLiY4&p}S`{ij zMQNEOb*nTk0QIN4GQM$o1M#X3&UhaBm)b*O+1dAF<%Wb3m}v{F+!IOSriE-(i!Wag zvqPPVh+=LLQwmN*p0CT1O!0H=&Seg;&I$U{nY+36+9q7e`{)LjAv@9 zx{?a?kG~6n|3K8ykrQkQh7Epb?uXr6tL`;0DN?cW<}q7U#5GRLweIF9Q;-ii2z|oL ziW%M6{K>i3&=SS<{(H?|Vfhz;B1zi>|B_kka5E7#pSONfiFNAuI=dVYWmmdKhh^_R z7wLji8-Mh>OSvUNP@sJ>e%4UDp2*&Gs6FkBn8$bIFZx}bxrj*tUC1vZ_qPF=nC`3_ zch&t$=SF%h4a`VQ-qi>>dzL?TS7@%Ut{r$s;jGqHk<5!9@QDO-dvlA zjWrvHfAc^lRsO?M_0O)3%XOeJb!;y)jum}!i=OF(m^3ms40`ybd8O0_gx?g$FTLZe z0pFO!5oITXuN?4=2-DB5a~Dh}ZM#*x`rtg-oJC;jy;UblrC#hX*@%9(`>w@PAZlA} za+6Vjia6UQn#E*C;eHaZQks<1l1H_;^@q_U?eX zh7f?~;br%|e<)oEuOd#iCl4pg3KEZ9_|;PXnU8#69nvm4qtLqfcQt>AcJ$!L_!cx@ z6EPFMz3sagGNc_P9!brU&KGf7MK?tV8ZBM&pF>aM%v3Gk*!sW0>}$i?Se$N&KEW)( z!Alt@rwg6!g}aMtthWDwyi=4MZeTRhbAc%t=&H1e29`S8(`hF=m|9xa9xEe3d<7O1 z?3#pI^rzm>%F241#24!{>k&O&?KGIL#S29Tp}vCPv^7@b>*se*Pfw4K$DR&;a_1Wn z5@@(JR|lPZms=%>=6+n))0n@LT^bT;9vrOy#N!;I;JN69TZSiy({=)a?U0#EF(OQdGB`$$}Jz*!@k(}X2pw^A#kh!kc2A+f( zI_+4N=TCHitX;!(P+LN-QZVc`l;y<%4I@d;^2RS-ur}7Mt}4Kwf`xbWL4E4VuiwAl ztEovs{`OwPz=*c5)I@vLRO+^_NRZavQVq7K@3T_76Pr>nUx zPj`(rhO(|Ub#509dj(fPg3WLUi;l`R;~F>T1ndmA^Ko~k7C=&w!=`dWL&F;>sRj5c za3&!p&oqmcc~BxA*t%l*?-37t&YXQOKP?K{TAE zhV3tg3m%-WCMO@?q)CJy%(xi|3iCuj9vm!3>)bK5tB4-;m-_ObiYsgM} zXX6TYaCSBs9DReeZca!iyR*Gk_17%`b9;4eFGdv}+(M=YGzMTPsHwFV>NXO-vZY4B zB3}Y%BbG7v!k`0JPhWq1IEMftmI7R+013BpU!UifPDqrA*M&}*DI`imfGy!I?N9Zs z0v!`26LmD$9Ljtge(d~(V5IIZsBwJcs5WIm;o+;z1UetLC(0Priv6N>JY!+-aM1Kv z4x603#}948Cjp&+SyUbu5%5!0Y$5nesi~2z860kMFAYJ$BY(Iltu0XTu zJK!?CB30FLbE2xMDpG#eNSF@TLJf}i@uPX6IfR~$?!#E2uKngns6RS^EljY($aq`6 zQoZJOJ)&cd4uR>rW#v5b19bHBi_L3QICX)d0zN%3)N?@AKzJj~_R}e1?d_ zbZA`r0xzTI@f%^`{}@#A(;?(@wW^~a&{%aF?x~j=+o(TWf-z1;X(?{W_*)?%BqTY3 zb85JSs;}V!S z#_7GeVwAR2w{0<4V380cKbI%V-&*gK|J%CM=y&p1_R@31p2ywYeed|VxwkhwJNvn| z*R{jVNkx5;pU(A`CZwO>TfO>z}3cgwbuylu@L1vbsS=1DTsc07M9f?D%wAl za+FK0W|N>_B5nsNX)BiC)nCEeb2)*lJ@8EuH2^$7m>eX+NOk8M{J&5LCc(7HAEq*F z5KnO&W-ag>z^3v$TH7_~;J{Yk_R0<(wJ|s=*o=CXpo|FoI{9yId)s5;f*WEE1|>I) z?CeLS77L0NjgteMH5MKLHe#Sa?OlCZt=eBCQ7bk>b1JP$t9$+DBm6>lE7#$EPdGmd zl_vJaz4=C%uLOEtU*J$s^bTby&@(apl8NX1Le3utv=Fi# zG9trmmcwj>^}}Bz9)}Il(R{5}z@6#Q(o<6#Jbbc7Hz6Ky6L}n-Ff)hM)bKIlqbGZu z5OKzbLQs5*iV{~6T&3p@l($E1!j@6%gYj@UUJWyb0hIE(st0`$E%%KC_IjE zpn~rlwCNSS)7IXZCvkMi9=r!5uD0IZ)x3%sJ-}obL@)hh6M2g4R%OA@A}dWPqKTPr z<;s8RRFjNS@A4J&6zAg62+=dqAtzOGkYs3G1^zwePtJ^3JvclBw+ds%ZY5WJ<1C2`ilDr} zwSsXmC^U4r?s7+eXR2z-rj?8^RJ>H3333+fM-W{tfKpqUf*y~9TbCxHUCYpzJ#Mfg zoLTEnp~WPp5LuC0qEL4Dc$t~XNUmCACrkZXwOCiNUO;P5;*b%^LW&u{>-~_F`zt)= zzG4Gu4CK4uDr$mkLXcjgB$v-nSnm|Vk-MI3snPCgz5cmxt%e;w`Y85=J~AXV1XKG* zTdy;P-*2;yiQ6^{>SaYl?m+lw4X@&;6g1ush&>p@6_~w!#dgs<*PkD*&3XOAu{sg> z1H}5qM;ZE@VJR1vSHi-=W804J-@gY!N%iE(os2j{EUt!fcS~&HtaHF14OW9&jZ1TA96pUT@;@9j~_oo z#l&>W)TccP)YQ}<2CL(n!Epp&0-!7uT7)&L{rj`4MT%SQUu=S0Tm&F|)z|ZMxq)G8 z?bsDERbz8^SL|TzZo%Qb@87<8g9{6RcFzx%>4FVRhbNuV;y(b&sX;~ef)ma`N z?tNL_t-6948zSjtG8&PE?vN;Csv#+f22tnm(xnmxw$Ysq6A2Lv{N6+BS>ICWYG8<78x1&;U&k_^Ezw-vyUO)YIv5E z$kk3zVHng>L83EDg(k1R!S1by732o8O4a)Bcu<)T_#ZJ96cnsSTsn`PRe)Q2R@?l~ zUGh{QZxYo4u3|?ooU@^=LGQ8WA#<%I&lwI*PENjj@}6K}HQDPoXj9*wN+j)jW(>AB z_@jdd3nQM>q5%wekeUd$b12u$8(rO>)xMta+%(;`%LtCIM3hz^qghpNb3$)XEi=V~ zJQ4OqeqlLPnR9_9rFovTbIe|ctV5HZ@J3yd7yxSPr1eGdrHb#?mN`C?x~QuwkK5^v z!QR|IYFb)0^D)*_Qfx7Ka0fwTLZY}a2TohIc6NpU>_A{{=!^m5<^mRkyPz*|+pl3G zq(!)G&;hgyjG)hu3VJ34J*IsLQ(#z0DO6=dNKbDQxQmizzICe9GFI@I4rS(;{;9`C z3b*(01F7%k=6d#j)2yL$D)BN>v6$0!1_sUcg@uI}un)uj!AEE$Z<7TQZ*NZPr@U^j zAvOW&i+=n_4MW!ysILgm!ra^kftxe^w=|F8#lNGY(ctSy%t&$#h9+|wr#g%%zD^5g zV8=&$`0yFj?qAZ;17O?cw3_Jx7kT&f>8u>MG}Qjs(*v6@s>$`^uI|+T^aood@I_ur z;YN?rk>ympk+R_H=v&A6+4}4Fse`Et%x;;q{&(w{>AOC4rI&KN6Sc!(j)xQb6UfJU z7A2#-zo$uVCvTD+F|_z1VZa2#b^8k|+KJlnFvo%l{pD{zR^7>~r^BE%0iw(WSW{)U zYP%T9_0npFFISmieSLk(u9qJnF?7Xqg-b@zyfEq^RWCP}gmA5^tLut+;hT~|shq27 z(@_Mrhrpnq|Ax%&{D_KrucRa;b5A&s zCyF$xi-fD@pFTguBFq|Cofz1P-^VP^udOmcR0 z*qfD^NeNa+2)nP}zau=Il9G};*C4`Mc&I2K=VY&COtGJ^d(XGf#aV zUA`Bv{`u)&uab+M;ZjVi?lYDawu{Anm8)gjyLa!JjN}r@%gZB>J>Tus;nrkDxCFV& zJt)>c_sX|t#hHVs{u({c(mLG`u+Fg-M2 z{UTLDPIJP+3^^mPw<2ssu*#Ej@E$ulyC?c(mRxaUP$en2lhEaE&)888u@2r;ND$6i zUJzAy$4`p4jrOZ8p{IhtWtvt2`DX5rVY_CndLPMVj9*Jn;LDUe`AFT{&E z9hesDNyD2zPz}*W#tYO1LB@keEzK^i$KG-%c7>`Nr1jMOT=UA@b?7-?h!(Y}Dquy$ z$YTr2ovM?!7TC*B`;lUgXvlXCSoPII=PzH+9=0dRIWM%*W)`Yo6JWRg^YO(9rf5o_ zvI7;=I(-gxmh2*oqjiMUX;CvcJJ^~IGwzJ*r;;(l_r~ug_)}j-bn_%prMMUEi0waj z)~)OtSxl7LaQO$t(V~e4A~QD7`czL&cLR1@c{7i5va~gyA?UdP%7jbhW@F6p#xrd7 z&*kX`#?my7$#1}lYSL^%${^4ZmP@wPGv1w=7}Cbn+nmYvh=NcqJcj%%&b{Bn!Otb2 zpD~k2_%~%2W{KM)9T|mp)_)S#%2ecv7Ig{!87yv`Q~OtTJ-bKq6+6ay21gxKe#Gxk zW#0t}ti6^$k2~}s5sB(?>vLr?4gYT4#(CR!ib|qj`td{-y!m#8^_ijZgg4jVQ~AMKEZCAaT3{W6mu`YAyBta`(zo~J)i(xE{kxjboh(5p3_tDmuw2tGYh zT^g)@X`>rx>?n_nF`H($!ew)K7mJX5e0>Yn{PmuBquSuTgd^vcFTAhe6NLW7?smue z6c|(S@A$2KjF>rx_|$R>(lv}`N#<= z`uyj=8`S?DGv#MEZO(vQ4o5McRv&<7b?dQJ`VbB%$&L-%HGm8^9Flh2DJroH0MUOIb>5iJ*5~aQ8_?6O~p)&83pdMRykZd zhqfz~bNASMD&m7QD}L>LxOee1U8^1Kq_cT6%lZ{ZZK9(GV0um*=LPF~>*!iYK|4W4 zrzD)I!AWrm=9@}&aPI>uZvYSmJc0lZ4-X-)MgI8l0*JF=SB$W&?MuO%v!_6E=Mh8& z&?YrC_1A<1&Do#mHp8f_D1B)*Sg!0l@@cKZrllZh>-6dG?m7#C=K&%;)*u$*s)&$r z=a(+%r7#&Oq}P9(6P{;y!7?~J5k9zMIWRy+ytD3%#dg`-l*x9dkEZ6KMS}tLXe|5M zJ@9KfgOe5NGAn2N!<^xckvxr9c9Tcl@mv|8Q=5+!dIRrg(`!PVD7TOXOf$_UEhiAB zoKw3XAqrv)+Zx6_4Ii}fd&$Qyt`{!$y{2!&VfaQW8&JJi|3{5+f{WNU-;&wit;(zq z?ITb)#5=+=S43P~2mGf9)*{TX++gA%FYnzrZ|$V$;^wBHth^#1?&&GOQhW3W;=_El zE)g~dhC9u0MA%7@^SrHh)`;~J9ndH?z}qp zIhBcH{|S&RV~PR~PfSr!Q7hmXyk8#jGzu)6r_O)>|H01rH@La~Gvo%`l2lv^6FcBv z9pxPzQVFs~TAyj*f;l`qP^_5|(ih-}M#BlQ*tsz1g#tm%)joV z;}_~RKLC~q+d$l)o8;~G`C~5xkEWPWj%vFxf&9AYPoO;qgm?uA%?do?RcPXfbsYq& z8yZrCy`m1#rii$$DXn0?RxLbZlxxi$tnAT0{?Ep$TJcA;aDfXtezy~9z>lzS32UtD zGqt=#L_}K?Wg(z}L+M?gtYC?ajm=>WPln0|G}EVU-tyo#cbKn6b{S^ zYNLP`)LoxwAeBypbh-d*L}+_Ra5WUw)7pbn;JjDLf=DVZDGB=WB^~P6((*D6Xp%Fv zZuHE|hSPr>5P}h8nB7tv4k#)xE`JDt4+Fod@SmfbFj}XA;TNb>xMEqYD%5bCVc?8C zKN^%9ud;(uj~F5$4B!ZDT;PlnFgrrx2NMlK$$&}x7g(JPqD|u7+`r+oh20dtRd({E zZ=>xdHI4Hrz?MO@88>&dD#*E01+ymv`hmVJc!u)2c0Ytz&YWM77z-!b1Nw+btUn~!xCsefMH9Zy!Jd=9sw+H z=A{rkj~+c*13e$&1Y!1YKkAo2_+LOi-UI)~A$$$Ogvj%39tFgO7(SPmh!6(NKGoy$ z^goZMAM!)+rh;MIHE+fv8GLu^ zw(sXNg$m?vhq4otRFCkXm4i)|I{_0MRe)wBjh-~|`jsxQJAT~$t5*oH>)ktJk{SGv ze+}R`ZqIA`1z!^Ev0#yf@2!=8+clM|wo&QfvzKyQ?Z|_n77$-xCNF?c{gbN1K2G>we zF*Bs?31DYp>}!#CWGXKF%bJ_)iv?TMZ($j^S2HVJ-PHGJ<{Fw4j_qKX1v_3ZZ9u*K zQ`3J_gE!<+Wa=%Kle4Wm#R>)m4Wmn)Tf!xPX|I+$>%Yo>_l8XoxG7+dAMFQ>Z^|}w z7{|GE6o@}L)a7j=>FgunI=h}rADclFj2>0^}P!GQw{!VKeey;6|NUyg78=`k`j z=G^eVg5r&}=Sf*-(N-IV6Nu4s4F^Y|c04Ee&u;@ibRXP}iVGg7L~J;s=b5v$H#D zyjOmyQ9J__pTi|fFwDRDE ziINxNEs7WJ4dTGlM%oHj8Y>a@DC1rU_sY%J|6BFJBt~IhIi@O5&{XPL;)sxBl6scG z7a*naOzz0jXTCe&FuD6y_xRheu|2V-EJ63{_`{LH3RQr;Mk9Q8nfG3trzqIl2k(eh zl_jitdW4Pq%sb~eRykSOSzZ=q8Kf${`>Xst2G89aaj&Bp*DIMD*a_0_BYJ}&)dUef zL0(b=d8rM^%VgP$&DT{S%(K z0P!^rX0&hbiD!$nnNBLuJ1}N-?MzLtv2V-UP{_huSq7!B=KwI* zNhYI@zS~DpXoo4-=-EwJKbI9RCzOQnIIQTQ{l$8}S}&tPSvW&H@l1NMe$TF>x2F17 z3vwDFAfl&fNI(It%h*>QCl+>D%q47(-E`{L$B7li;t zKkrnmHF!@B)<(xfhM=@__;IMTTD{}-yf z=-I1Hcy04t@`6O?()V(=N-N6!! zn7HqMUo1v}Fouzv6!UvSgtN_D zhlO(o&R*^l%x{Ux<-+15s8LHfT6InzKYxAu*bI69$F$h1jhI;J-nLnSJb zp`#3;GDR{(=Il}_qCzr@@5AXYxvY-7t z>$%sxuIqPSM77Y_RL04DuIQ-m&4zDXH%4F1>5}{0gEoigFl`NK21zuMkHo1UK`@@j3c8NoryMN zvNcT5O(5%T9xuPRzG+BSqvLsd+73EXa6ojs&F_NX<%7&w1}&@(aT?A#n0E!eX!Iz$ z#dk)m$m~}9m7SS8cjxUM?I;!9!+fb^TD>F_sk2*I%7xRFhMRYP+m_88b_dXh_Y@FN%y z7LcbG=4Ptl%@8vjCoT=&x2o_v(1RJycAo&3bP43qkRP%nG1eK?JaX zCV)e0Y@G>pKL-#d)QyM&X`ErL^0(8NSq0Kje{nV~EvEkz)IR%$wY$ihxgPx-T(^R8 z>%~Ues&c%x1i@BO>1ndZX=E$CEjcyS93Il6M~_BleB|?RBI@pT1~sCQ)`S#}T7}iA z{rz3BA5eP5RvTy4xxA}Y%u`-Z+Yl?ZB&N!FkZbF zTN!?|#{%S>YQ)Ohy|)`b8z*RtYb33uRDT$}T+vA(Q!KAU@sI^lxl;SLK}cfW<=zz% z;=I+S#NyC;)5NE(LOWxRzle|5Kapm#b0@E?tStT5N?u+W8JR4zOxM`+vn3Umw+FTu z->)dkb8^B~_FXJm*D>rW*@O-{lo8qEP=VX-Or@_l*Ux-nJu3Th>8SR3#Z1L)uI#|4 z&V&s!3XGo6`628rV3@ORqtR%iRCI@20%E^}5ueholW0~AB8f3IuQIrAa5Y=Xg;rlu z_Qn0W`;^6N^?SOH&wQCWmN7nShz(BJ@7mYnt!bWBO&7i;C@5{Zh%ehK{q5U2gE8zM zzMF6W)urr`8DVZLUWM6!!GOg+3o9A(o{k|0KpBWX9HLb?%f}zkEq0!YHr^~}5KQT+=%~G@3MFoJ|CFr!+i~9A4!Ix}(l>$!( zGKwd)uTvbGw~VoGyE+@=GkA;6zKzI?M|PLOE*Vjo?v1xll7;%EwmsZGp+}iF@1rmn ziyk8Wu9mY3J>ek}`G)VuY;tGQ*cpi!^WMMgsCxwm#w0DB^^##YH~%P=FT36{Ss~>R z9jyI;FZ|rB8N+;=^|CPif8tjA(~GQ&%8oI0K~>>M0vm z$)2^|byV@c2ge0<$gg(b+|O&{dcSaLB=65(;NL4MDrP-=xSHM;{(b=g5@}8LtC9~& zV%h+s<9(&2^24lHrgzQp5}M-f=(r%Osm^!z8sx3+mW|(ac|eB?SXo&)ZTww}WVxY= z5kvxKqsaHEwKx^{zEeZMPNIERfQl!A8o)N8?VOyP^s+q5{|amc=%g1Q+Cmk*auk0x z2xV{3(_5Erwf{rkt!wuA@+v9`j~{Cxh2g!Mab&ucIm)Yj{xxJV@JM(SJ)2AN*(8nw z$kUOGNS~ST&sVb*GrI5V3dC*y0X!;CHys??5QBj8LtyIu8rM*J3EuuHSb{l$0mkCo zy9#9-(q^RU!hdsp?hGfx3ao|;5;^M2o)1`2PwH5#zu6U%?HER-2Aiq%95Ts ztD&l?rRG21uBV=8cA~Q|=X3Bgo}~;ItIRDeS-vkj)ac~S_)qM)$A7J^T8AAUSpv7W ztHhsvu@qc2karQsrd;1 zhK{Ov&ptoOT%97lHsaq@z^f+Wrw$?m!8A7b_rw?asXu>4T~~EDV@B&sGGLQB)qDih z+DBxC$!Kd|18t-Qg$-Z=bO%qC<<>k!+O^>rbH9r1V z!u+k5lk?p&oRT6WqI#ebz}K#wJKf-@69b2ni>C$VH3yj*Cw?VD*T6fe_!J3HSe!xOP0Wf_BGS1oleve_rLT6$tlQSWs{)whl_v1SdQ(*s6kS)_@@3 zCO?3r*L||fj{pTFT|Y)?mm!EDw}x5NT2pkSUI2H)4E7oEqd1(3j~(iK>_Ob*puwFS z0+PCwqOMU}!5WnyEe6RSkb#WmM&;lRlPE%LOz^E9y1x>_u3pk}QUV%{wvd;HhrC6q z+7Pl_E=lMl!A67xQxAIWeCIJwd@e5Jw&Jgur{=n?5^KWc{}AW>7_3h?4$S|Q^)!F|)W-7o83958DlbCr{$c8v<`fbf zGJMmEmyd4)-WdRE>*A`bfJP&u3|=BMU>rLcUt2987r|9+dh*7|Y2&oG(f5yBB;y8S z-M;Vc6Wq4Yuj@L&-9Xt91c=}#Sdk5pQW_RFaD0fhR5m$~So~UH%n0_>GcX?jMkH=Vn+Ar2(>7eFUEQ z7k#Q>giiT*(pMQ8+v^$>RYE5iCM!UN=EBLAk5zI5h;=~CgIPh!n*L?(5!O0-Gut$#Wq_z zJ2H?B%*|k&aizPvTVF5M*a0NSY;UA`Rz{+yhetB3=MJBt2QdpOcvB6(wrq#?oC%W4 zC430@zQjOXA~EA7bpxm{;~@$+0>#=5pawlvk;r)bS`|ph-2v77U|{lo&nMg*9xmZV zfyb%?6J4r_nj6a`OgHT8oetG09S<#+vGWH;F4gr0h;L(19G$fJ(9_o1@Oh_qXJL++D z_!KSY;mPjsfk}U8~R*LVTsH8+DWpcnp#>6aHB>hK5h6>>P;i-j)+0i_w<4?J% zfTFIeyCzllxxs26kAvh0+;gqS;Fs7u0enjX*^B1|q+VxiiTwMq$4Wpt&Y?Xam&7#B zfMCHT?0^HHuJ`W>z}{x5a3yjL;trv^0<<|_Vr z?%X+GGuW&MpG8iN8M_2NQ8+X4e8l`j5< zCx#7PJaIZmVa0MX`H`0w|BrpJ5qmx4)piS2=mI0~1wFt~W92=osL9$ai?WnWqhY(L z8Va&;bd2xt$+4lCvH!-#4Kj^weD=LHehOo*`Ig>2hbQMrkwKwALy{#hz_(&WpicSe z_k#pK1yI@9*~tOYu;Zn}NGEVWtT;jmL!7TZUV^h9zAD=@12JCsM7;XQhBO%yPDn~J zqqo`E+V&@D8yYg~`z?3vI)t}}0B3}fR&^@oLrVr828$EmAxbRhGl&ka8yYx^zDY_+ zjb#k+eReo`;J|@`8l+hDY*fOjll{g3q@23CI@U>drXLs^tRIxT&^A{jn_+u{7l0}P z+7FMGzz?9LJ@dg#?sP_WQjX=aI|?~7DGrqpBE*3_5+r2h2o0fjhgxP$06Te5eozO>!4GIc}H>dgLJc&VJQ*~k7Kqm;-IqD1BpAzPL84cj3Csl5@aCyKU#-R z&mSJ$ z80P4aI|$B+%r;`cNe|Rme#dw4XT;>@z`jv`Y%>Juyb82P89`RXZU|G!U{a^@}M5^pMYMkT)8s9zHpx{3a)qn@peI(?Noge zcQgp7TCG44Akd<)fT0sY8Nr|?ljS=c^%ir^*m1G3q8CA%g<@@rR~EiGg+jp!yo6j_ zxRe_~G#EwCmHMXQP~n9@)!^~obTEb-pI<&E#|f-KoS7Wu0yk@DC0moAaQF4M5ikBs z?*GSzHa?i(o%vsi8j~cA;2Y$iI2-oP16A@?U;A0fGPv z=P1UGrbpgvT)#g1d9_e>?<-pcID+mP$T`pYFQiDpajq9iLF;FG*&inJ?yxeH+W;KqDOl%Sb${D%L#dnb3x~u<|5d7@0Kwv$r+55>u2<|NH&c;4wz{ z{g-Lf4}*b^FtU-a*pk49^d~DhtepQ&=Y5W;c7G%3d4bkKt5aq3yC7-4;&{z|8Ao5_biv+2R=Nx|P8$YyDLg z10)(68t9XGOH0c)bR>#ON`=H4p!dk!ei`Rbq;I) zz-W4JJ-W{^%@`>O3D}a3j*ijU8|&*43`&ZMOk7-u{x$LJ*u1>Fah|%SlWBuj92~>} zz`OAOL;h!XzP5Z$466?xz9l5|o-GG4Uh3)TQ3qWg;yu74!8Tp#{FsoCZ~z>LjJa5i zWW>kDI^JLI7$8J{tumG@#N1U<#g$@2FJz0YRjQdpFckn6U($i zv?WpVT8&p2iM)ROx^XQ=Ek<{a?-IYi(PPe<^vl8CSIaQydlEF7riT z{AZuW3P2Z)Ya^Yeq%+^ZRrATbOeG+M0>r=t9iMzplFxC1WT6%`e!UVp$Rq+sua z)n|H#n^Hb@Sy4@K0ag=xQ`x1UMlv+?S0yR;Qdm8 z@fl#iyTpI4x;41nJ-HV0+zfHd89kxbx8ejF|Ak8VbV-crny$5vc}%nN1FxT(HYk!;mFUFEsI5rUYcY#ff8ML&ewJFa1BQMdtaf()C_Zu&= z%BUr$0Naq0ADa&KZEzni@&T|-3zAu5)HE>fLo|tIVIdd;7Yp`J$C!kNXT=@%Y-RZU z3GXu+#sA%x>faUe8)C9_{Z8!mjiK)=c4MN62^dpjfQbEEUJNMj+5aMZWNrvn-TcgM z#NQz^B>3d0VHvm0I9xJY^~Qf7M#iuF_mBT2i8sTIhTy3tL+I`Dc&_uJ2fAwby>2}b z5$>nxa2WXf%E=>x?1cF~pS-QnQd4Wo`R$x%Tj^FzbLt_CtYE}_Ktzjc(O+V*KCHeR zE%#1QW8m(B)w?ZnuemSoKTCbGDlWhlaMFHu;H;^Ur{B6Wj}t4ZvABwL`gENhYtmJMy)kofqnX8|1b>!fmKzN|%(a5)?qKKg9Or6m13L~?@C*xaFezQgz z--S=JgS0^EpPK($7ZdE*Sg_`##KOISzS0Z#h5FJ1kC!-b{;16GVR-l*QiM#N=D(z$7Jlttr`El%W2RWF38_P& zWEc~^M6Je3tW3xw4LhVlS9WTU77U~*Bj5v^)c2KUp-|$ZpRD|2AchJCu9v~e=~GSN zv+@6hd-*mPShq%w_(Dz&rbu0av3W#4zsT2WJlhNjSBre`YjU-p7UJ>Rd$((Kc@f8p zAXP*symwJnw)705mJ`t$%Jw-N|NDI^{asRI3pRCFgu!eC3{EV3+b-u~=)rUh1U^3C z0$KSUa@EeS)co)O233zfS1)pwlEjX_zJs+`enws@EmQX4xfvCw4)zuZ--?5_7Y3aX*%-3qH2)i^r) z^$W^*iT}?R^0%TMaDRULf!+yEvN$v8Tq_} z&2;aUwG)`t4`$}^W{;b!HRlrXkFv5*7g^0TaU&cAun(^G=4G;m3PZMTu}sbLU@!E` z$Ez)O2j0rTBzHXFE5$SLecVu(q~mf$w}p2jEUCY@WUR+VtLt!p5$Wt^Br~Dhw+)$5 z)4|cAd-FfT2yf585fmIy?df`Z^=BoTtRBnz2*-!yL<*^?%9I$3j*Vx=-uq%8=-}`NMTW_+45p!Air|>^2s*RE+P`1z3dtV zBe^{$AI@4_X=pVG4+j(BvBmAqclCaTDe9}|f(xq4jn?A-w<5o1lLp1+Et-bw8 zm3Ve@mMQ)MW2TB&M`NS!--E2-_4y!U+76TO_LelXOhVNrG}h(DICsWz~0T zQk53+{0R#ci?@+MUe;A5MpA+2Qf=9b4Ka2vJ4^zs^z_i84h!8TL8Y1UR-;-yBQ25b ziyiM-`0efZy0h;Zo3@R)GUvmNIv)sUfC9lr;^G+=MX>7TTI%E#=DNbDsU%K)FL3@_ zllLyUaSlEdzP`kGw{mYY{|nJ?pk;dbVDEDM(knLY&gZcuxkmZw9IbCIKJXXJwu!JC zmUJ(nnw&4Uz^y6oVXu)zBe!h&Cv^cW`kRYdjzC7>%Q#;6eJ(pd4)oM2b0UZl8Z2jo`}&@tQ<72u3E446&?gdeJG{?SagR zF&3srSyAbJ*A+u-vylcCrHb1s*y9`ITi@0KY@GUflgM~9W&NorN>x#bvecG=iRqZi zL+&f?bGf!hI+k=ee_6(Fd)h@uzN$>}0Wi8Z4pvr16xkzXYx^oLP9uv#nr;qFBP^-` zq%V^oBcq?`Vg@61gxF7+aX4Fue9yESLVH?jtl>gF+Hlx--vHdlIy~I@mjc+Co?SV# zD-?qB`nk;RY1PJot7YN*g4d!j$b6;(0vQymv%x$=J&=i*y45%F$DA=iXy3LUjV>(= zAUA+79<7gPe)Q=l0!d17VEde#om>PS$HBDrhVB;87JIC6p9~1Cl|Ohla2if*8MDg~ z;EGV1pj4@L@bS3@QN z0zndIH#lgTna^^2A4pLNYe8_mNKLFW3t{%0$ppb_ZK3_s<{C%VTm&Ys{&HR6=W&bfqXA z*2CE8GEmy|-IxpIv(fH{$7%ePASn3ckKK5m!}@@cTWZsx*;iqU%vI8yf>}x1xQ{=6 z$kYnC@jkmx3TaKd3#)liD@_|KbJj?%^XH$7N>>LR7GP|i!kPLgmlGt6X}U1VcerxE z{dFkjUZV_shfN%m{sENP!D1)7#RAXJue{lzrc`m|w$Tt4k{XvwVTAH2PFpxzaN>5% zATW*<&5JNQLpAl91`~2=HAq|(n28a0T;MMGYc94QYk)GmiYH4wd97;Zjs7lr*-5BE zKq!}ij;-4Lql`BN{0+z61oXn|)+6hGJpUFCaEX+ik1f zN#bDp7a#xf*qZv8Q@hU{ap_GUsPN@}YWykJSnxn$4+TrjWLnxiV6f?Tb%VpjJzMm7{LU7kD)VujTUuRC z{X}(_C&?zJKOckg^c%Fr{-AjghX8VrB;?HCrkYYa=#NIOHs%`p5#OH6Ebh&a;*y~5 z+(JgOy%y>7HhGHiTwYs; zZ2PtCcN#@5E}gLj&17ShZu2ju*Ou<@?Ue>*_cq;yi#*$7>{`U}J2T1=2ct#BP*FrJ zu#l=SBV{52?+EW{k34F>YZs94eCDt9?P583IN3}C z0&4J>T=S0pg}DW!^6&~C*}3+6%ExQZ{=9B?9!JNx)N#Qc-Hh(}tI;)jzJE|WR@`mk zT1{XimrqaxY#j=pS|)a zTk@mpSqVVSl+*87wku-46Gsp7apL+Jpid|(GmE6ayP^sm#kJER}jjYc|IBi3N9pHYs705bW5KE6BN$qDG>`nq${X zCTR|+&l)i@Wo{$%YELuBks+3#!)vjSA`Ba0p(-njKL4eGbUQd*uxsyccSmEd4Zs)9 zmJ#5pL{7%JzjI~mm+?kR#Jb1YD)v4CxB(}4$9D@Kb4&_|^RR|+UNu8_YzTRtrc15V*1zb)oR$Hn90QSHcbo=iJ;`q$sn;jpN)#hHU~|J87? z%^vFE*%F+`H7rJTo$6fd&H&@GFZRVV|9x>`+_sO~zDolMo`M($^Otxj9RU=cdM8)e z|6${iZ<7yICCVLjw7ZA6;E>9uCZtR-shGQS)Kik_tX!wRipaFSU2V*ME6qfnbmj26 z>>%xZv$@wuB4G&=`USFw54rstn{T=a!F0)qrKX0ALPF3&_LA@?UW<^s8PBGvz+T_B z=F`T;<{lHZ4+XF#<*c$xLSZ^^Yql@!^1Y%G(mZ;A5fKFG@x-Sk2qwzCAHDhCeGm;WZt%keMi6ccY zJ-Phmir%;UQ_Yq`w~;m@R-lBPQ}jMbBoqdi7Twy?awu1q^MXwYC*2|zlC4mz0&S^l zwn>8)YZ{hOWM_CSwf8J!?Hf#Ll?)DPt|FAvFF8zI-b`i4D{B&}I<_d6{}I3Q_YhM` zDuHb#yn=qZIvjw!tDl?7c2ZQlsi+bN#giFI3aoeF&6%_%YCNz=+DIg~Q!v*Z)OEi~ z2`inUPRTgOZn_Ys&~EP)X}OJ5x3+Sg+QJKz%3CVH0_vNQuR{={M*spZ5n9FO_xIf@ z1iNEXN)KllxrN(m;%i?5VORT7lmRsQm>lBFO9P2*q8HJcv`QxYHHmEPFzcCewi}3n zE*X6IaDqh^D<9rpZUFJvNj8~^q2}r!V$H%|4l+6N{rwvT_Xd!JX<~A*v6sn`4_^DV z#$uMJUU<``YYTG27*Z&$zde0LlI};aH?ru|Ar9o_|~u z+VWDJ>z;@BWVJpbh*T@=$_eS3tpXpvU@nD?>sgm(O1TSzm~PJ`K=yPo{T&ny2E?)y zl<=oEb=o?YP!Z30K96XiDhWQGwSb;LEem~7YwAZ79>O40$jy-uR4G8rKSkMEgMT_t_PW2JBErV;L=N*irug ze9*+mps^{y@mN@lrDv(IZ_@^ZCFrQN(C2|Jh`2a{u&f=8!8hEOoI~f4Yo_Nnfmy!O zkqeeAETi)3ALHncI3sEYgm`Z3%Zi%Ma^0GyP*OG2_S)n#bw1Q4ojrNqy?n&3^pB}N z3)XjUMHde)bl&W|ZF`4vk31eBbjp)(K)37^bzk^6RUl=LAFq7n&9R$7Coy&0;O=)U zR~j*+pHtlu5NP4B@u=feHf!g#UspqQTW#W+gI2?#NZ0LYw6EWB@ZKVF*K>D@%t<;# z*vYjT7UQuCi{MZd*MsbEHowC`jEQR^JF^2dHUwypFx^ZQ$gtDFJt%<*3=Kdek;O^$;TKH32QxvXT?Ir6x(jMm` zTQ8`1@@{8zk`Y1f)jJ68W87#qC-74+2d&{mSdd`+D392-e^yaxQ_(#ZY$o=7u2bv# zvHcPG!<7x>4%-F$8Fl-3MbQt)KqM#0m;Z2p+>)OvhYh}VReuZw^A)Gcq96^D3=PsL zS^1Vy5*WA~0E5oziZbxOFi^{Z8DFKdHQ15^+}z2{N_$gP6;gum^amjct@Q^jydDOz zsom3E2seN!5k6fwP~BPx8~?E1PiAOw^gmbr0swJBy_+$d6=6PkFY(g?TxQ{?|M|E&U$)~80C6L`WhbYuvUp@5RDuo~W`ln< zW_*8tMkc~TupoM6Fpcb?GCg7gbpx$}kiR?wC1^_rK4lB}Ig)w`CuUAjlC_S^?+^5Y z6`hztSp)z}ZdSzoyXW`k+P9C*Vsc8xJByT|DM*_zfcX`2n=xF9nKQf9DUIQ6&J#$)x!Z(_?s zmxy8*msglx>wM7LVZfuT;u5pXYJHlMi)Zcl#$NT8m^ZUEXEvr_7P}hDtme4NnF#bj-=t+}U0Wa+P#S zwDT(wh=DZXXF-VZOvQK;FM#;b(J4tquuMvmGHFvFIqJ&2EdiTpYo7>>iW`JWs1eH3 z&;a`ylDROWi0Xz(*C#smn0bVCGnNz$K3d0r{QU9fy1qPHn$*J7vSEXtuvSRph{!wp z)q+7#=f2LaLzb^%K$9Wtv5sCTMKg9J;%tEO;JZ$0z+?+;Oin46Fu1;l^grGeuyb>dRBzoinvoL$wOS>lm@x-A^ovc2w2fe2? zLcCi7!uqkyIY$S6t1~BeYO-xVnaG}n&C006%&V}Isj-=E!-nY;_{x2kr`7Yd&RvC( z&Q1Ji3*sXwEt6W857I5zi=klTP{Y;*fG?1D;JHt@)mFvm2I-W}}RS zEhha2lKfh&8zIp%I{&M3Und>I+=w3!Fi))OHqK3-=ENBo_lndorMf45F45xuvqRjd zt07DpZ1#}+Q@b>WbSf{N3e`q;R$REm%7DS6kJ^vq6#a9iJKTa20{cUx>-a}V#`HN= z{ZbodTKi=kI4kb(*wD)N?D@{>XI2^$#+nOx;Y>j+ZkF}e zzTwK9`!f^E&JQQ1n>Wb6JYbdSl*X@02WTqL!^<6Br1si7%CcMAH2p2~2@I{tJu93E z6*q8n9C7H`@vPg}9?wNev>d7MKhZb&7_2YVVi8H;a$@U91daKO*LbbFJ!VSBo-)gpzgRl*uC1JXc8Wu;nMwxlG7 zhV7gNj$XFYzT8yK`k4dQqKZ1?QI%PhAER0ny`_k^-G#yXERocY2+}|OPEH@Xig2{N z**?{kx?Ss@bNZ}Gkfmou<|8TkRg8ZgWnYi1tPzg$(PxkGI`<)slN?989p++|)08?j zJ`JdKqB(G`|3&L_xKDs&dwX#Y@Z8zi&+&te>*F8t!YV!IEKLa~f1vEwTVf3~zB%Q< z1|_}UVkm3wFYNwO*UPoAc6m1Dm>!|yHaQ_0@@U<_1+q1PMfPZmb=WiPZhM=X`Ced{ z9kD||bnYZ?@_bh?Pn0^Ife;Vs{F?|e$XTa56ze6TD7p|G+RKc*a^+#f5lMrJC&;4c zG|Hsp;&lw%P<{Vas6(}DA&ky(5w;$;=(m5{lTlQ1v zS0|KwOitR)WU$WpyygXY{?fZLj-+==e~e|y9zBAd-;D@DwiD7FHJ&w#I$-sZCbl8kcId~~xUWB`q|SQxP&Ee(OC~4cV-=0bKGtK;yUV1_Fvq$3gW|;V1-uk&#)ChLHSw> zMb;v+6ARZ(0h!DNptb}@DeUv*;kgEC$a3o}bqB2-PkwAYjXbb%X({-}2g}mj`GW(r z^KVc1>g>u=y+FD?Gb&$x5dpVFiyAb*D)n@NTIPo{O4nyOOe!KQ_uF)gROKQFEb(Y! z_?4e`yv`o}{@x#x(KnMJb~&`q^w~U(vb`=l5K(KoS_h7_KyJT#(c#=I@%qs_&Lxsi z0k|CzsZNv#JH<&&a|A5v%aogl2khdgdr*3svW#_@PA=tDS-%BCN93~C_2`*F$3|qi z#5Wyvqc6zq<70)ro=;yN-8*NfB#A$3`}j@j!4h`$P>oQ{P%28~da13#R;T_Wbpy-6 zLbr34uUPuAHWV~qYd%C-`=@ooP1>ll-q@IP~`G+tD?fk8_5_*z>0S}nZe$2;U52UzhY z9LNXzau~o4 z0AfyU5|&6{2WV>+00K^-=9L@4yS}u8Ft`1s;GgKICrBzPJp}_E7^``$jID6-xeYIjuB^5_+cwab!+lAp1EzmcEIHivNZwj~3l zi_buBqzZafnUzx`MJ%ectQ|ljOd@yV|*|^76`tD;X`sA^c0`^ z(6%Xi;*!k%Y!xCIR3vT$do&vQq8#ZtlSyI?S|q-bG~hFlX$f69+6Dt$IyZh#!6@7Jp7h$vlFkTGO;*y@DF))tMb!%1Foc9NC#7)k=J zhxILw2}HFqtnT*bl&BwIF_L3}t&;ijo<-{^Uub||#k0c4VKeaUor$&1OS0ww$NEJ3 z=L4xS2^<9Qs?)bHTN=>P7d59ge7CpJOTNOHF+28kWCa%TC$}UY-puc6_v|e;LxRMO zJCcdRXP-{MJg;Tedny2Pl82u!?ok`rf$B~cD_fUq?>j3}fWQ?#cw zhP9VBTk!eK=~hR8O+Y;LDM8Dju!^eyVSjOYW3Ka7VZitd$uWaqVrAZyGxPx-Yyi0V6wms6ouEy8H<2)3N&hE?WHgWc=ZN_@xDNTmLWQ&$czneFEn;-Xn8VejO=R>sBWQ+U~=UE)bQ zd&OOrl&B?6tdIps5`KfE$(li)JzNFvl(Fd!1VrtvAu@w7#|J0A+|gf2MAXxL*?W5X zc!_%xm%`EDowgnY>CGkCS!`p+^jdc}|Lb{g+tgJ{)KAOzqWMqa^_~kX#d5HBZVZWI znCcE$2o)L8#0ktAH%Dpcyn6Tu`BAy}%4@G!?*U)+V70DJbiYSqft+?}H^nDjVx_8WD7DC{1aRJMlfk93}u$3oYmVtY7 zcujfdDyi6^UZ1(^5EV#$F|Nv>AkcS2iwe$EvT?}WjcS1L#RYN|QL*IdF;^+&FocV4 z2G|tHBfiurwXLk4!V`5}y&u!x%Nqk6A2U5h8>*?(h8l;rzf*d_(1BMxpr9`Gh$26Y zD`i@oBy>i~GW=QX;LJWEi?9)a!)1){mFS{N*36Qr=S>Gf6%d26^!^dm=nVHGE~=;< z45v3Colx1d#fdMKUv+$(1sgtgr#TYn zWiaeTGz{aJnh$)Qgwe!wd?ymCBR9Ep{8u^ike z;${e%n0T!=_oM)5mdcyE+F(Q;P*45-lqF^s&}ZI`I%ht8C$W){AE-wODn%lqf9^-p zI;u60lS7c@GI$W%_lg=0GRM9kPL}s-QP0s9Llpe6WK(3j0IP>zSN1-|kWwNjIw|BhiO#PP;lfWDpCL7Jr-+IA5oEG;PSaiBy6-k%C|YVjJ5BL8l5o z%kB1af7m>Yp_JcNA^N6e5r$4qD3FE(;M8KwS8eT+k})zY=NvS!)^xr9$`SFx z@3BC9bO;P<8dPD`;>X-yLO1W>I?>ibF!bmVtQ)96Z%4HtNPF1M;gtQYp&?}W^w(|} zbB=o}5##Kp49K4&8@*IKQw?6!ae%yq-o`P;g1gbgRD$e*- zvV?UH`suw&nj(GMeErc{kVmb%^#P=^635>NG>uwdi8Y=r1kZp*i|gI?mljKxJ{d=c zLO|_5c5^|uNZ#V+zr991@A`6L+J;E@fp&Z%z9zPMDapU;o`XjA_bH}UOQIl~A{EFC zjlJJ*ci5RZ-?Vt|4(Yj`W^011NJn0;(Wk4iBi)vI(wz0aXhwu|LSG)mT5sQOKuoju zjWLjcf%m?zpBtMne^xP+$+2nYgMvC^C)Ym6bm7{wq|-3O#5{Y}6*E-Wv!#VuS@u3) z>jauIyQ{s*#ZClnOSI>h8|=@E7Cjlzysp`1#CVxc;vu7=1R>;wu|zeor0>)Ktd9X%=>B=?`|Fh zg1!^7xjasDL*?bK#>s1uTW6}^7Mc2AZ7&Tu~arZ{|(R7*~TX0_-P$}vfwSNm53^eumDg8yP z#UtMMJJGR}H7xHaVP;NSD5G+4^sOBF-8(hRdU3#*ACf+NH;GfV*R{{r9y$FmPV1~o z|E7!tEDHLNXjN5X&#GSk@^KIO=g)56zM1y^)%e(0@HXJWA3T1^&j|2v2b+l4*IqY< zSo*=-npDXrO$bgzGY{BzY9m7!JShwi1u6a*9UiJbL&eNj)WP442@VzxNT}mx#x1G#@@>mvtiSENCO*>3YRNFE4qQzxGvTHkCUWA>INa^$t^KQJ-pyZc zF!bgx6RVw$S6=H>*bJdhlkh*+lk1z}&!o$OapN$2O|&ZkO5|1D9S%oONTY}8f!VJ) z8z=g(zyVWjPVI$YTh{C`yuXY`U5cLs3dRMk_^g?upZ^RHRi7>i2+RW5P9RO^c56yW zdrN1U6}$>d?|CQ~xpwIH(j!qr7xHP*o|Q*54&azvTm*jq_FNzsUElcJr+NTv0*&8b zOjG-XD%9&gNo`;YOb*G^7NX>_@Sfk2GWm_LH+&M@!%ynR!a1&fu{BXrp0<9QNp2s_ zlvw)7^K)S5%UwbmBV+l-UuD~W9@7YJ zWB3bq{ppX_uFqoZ!^5EvJ4oUs&~SB-er3sdht^=nC3Nga2cA--VnHh9RYs{MoXsv) zqJqMnt^{Ss&qs^$_ycqRTvy#p@SS(uX|}l9q@_ij0Xi{ zZjZue_AUPyJiqX{8hauC;;6fk(uQ_2$y|p=eflNPGO?i4z#G)#zwVSWw*Gr0cSA1a zIn|;s-`Yahl^%NEFH+VyPEeEnditTyyQ&4&8e`)b;>wdh;6Lt*Z{lbh zyJM;H?+!$OrJGtZ6rBob7)YXYl#50@lh)b)ejnpnMHm6C0O^|oD4t^y+#=#K7ZLzz zxFxIqEob^gqwqy697yv(nFs&_-~s@3nc>LV9!wfFA>Am{+67T<7#sP?m@%C6neM1n-6_|m^fqO8ofZ%^w zwyyo>mq0Ve&(lA+ZN)cn%gc{3NWWa;JpTQ|bH5F09d+yuQQt-?S!_mT>giO*(Bduq z7z*lm-&CA2Hg=mqzL5PRi39pEVyu{g*?!J-Ma09dr}rw8eyXkC-R@Lju6~)T1*^m6n%bqK``J&?%x{Tkn zIAKlNpT!$9Sl4r)J$+*)D|eA{_<_W1mBuldq0!(IFhb?Ne7 z%kk7N>NfX!<^D2IXcWr8cYC0deT@gi#DtciIY4uXoe3BQ_WVN|OnW(6ozs@@guaGq z&ueYdA|}^*w_MB{W)k3ep~RX-#&J?@@iR!tJn;CV?^vs;PBr7 z&W(%1u?Nn3O$U1|XgaR8f)GQQa)aV-K&Mzg7|EEcq+pGrD6Qu+M(BTdv}16-p6(22 zGF_M@48FWpB@ulsewVSuO`ctKo8yO_pYW&_9NBj*7A$z@@NF>blO3)7etMdBo1em1 zfET{oxs1GbO^7m~bWd_i)UV=S&t2av?(}Ru5vPhWRu(REM$b0?9EMqH3slrp+C@H$ zl_#|^^l-xzyDV`~QzRgs?S4>DbYU~|GjswUP#>N`8 z|5nkZ2eOOB`!XC~H}(TueTUV}V7k)sA0PxvOE4z#d=ZIUq=uf;Js}EQEpq<;{QGCZ zSh$z0>LedXKEd^i=yiGCsn zX64rX5XL{scb}fm0Hqk9k%8y@_Dh#MDgDJ_5CQ>xK8vGk<(f;sM=YIOCt9O6A1{Yn zCUf?b2v)n~6KHh}F3i^vFRT-3i6oCn=ooy-bc>UgBciRx_c&2?J#(4}F&Y#V1@fc+Isi`4mp!24nv&Tf}Y_^LIKtHbi9|2q2U z6%3qb^6TlZo9CtT(>Q$eaWNPac8eY6e8m6UklH4n6`*5!2s{}0WR@ON*yDsOdvkf) z2Vj#5Tax}w)@PslER5N+&+8twrSB5i^Lzsk3DtM;u&Ey`^X-<5qJg9)j@RGsGX(%# zgXiIAVFIk&bu(JcteyxL|H6jvuXU&abp7Ykhu=MGcI8VT9nb^QhS@V}SAOOEK^+i` zD5+@(fH=BeDe}tH>qz4Kt{GSYxIahB(o)Yj(y3-0{4tJYyjrhHXjJqz?R@||LZzIf z5fF_cg91{Ps{$33FLg#{0BkLWe=^|)* zlWYc4&2L5gwh`7kl2tBk7{FnOKR{nBJ+~GM?_=~cHcs-m-gVXBMGZGJ3}N=Don_{16d1D#DB9~fu}5( zf_wq0$*LLWaX?qg;MpJoR&8;=Xy0tTg-mQf%Y{M3HCoZ!p=vmTJHGML8*_V}Kaf9% z$Be2+hiS1ByuFvo0K0JRKlrMW%tkcW!|!0FEz;^HuyO-hx+proKaQfOCpUJf?DZdrTfk^GB4 zm+emQ{LY4Up?(yU4KyHWtCwTU>ea_L9yIzA!_(f6SJ#n7fdtBV0V$%m;D_Yff}oD< zxUn;*1AZyPkPhQj(x*I3aSE9%Jf)K_fb9W4(y6goU<#bOB^+`~t|{~;H2BiMZFj*A z;IRPBOIQ0L3+i!mjPg8ve#NIK_4-h~A?w45v{>n$$wRZldq<4!xU!JI^ZO4Sv(q2z zJOmP4?GHXcLA4|PAXQkQ0bo-p#0x0BZ4+;V%!b$x+#cI{4jqjC9&wrHKzzj}`x1Gku1 z&S{+7A=+xaI#u*$U^4eiw0>9Dk;?snZJg~BZHmVhQO`KbtjOh~)QK@goWH$e!sH+$ z2usXT92B+G@?|SM&{{dVB2!)~Ar9`iIi)3MRrzpzeux1O|6k6Q{9>8!>aS+_qKmV9 zzW{+C^D{Xs*1@!aQyefqhH7%VpC2Qct0SC9z``VMyB)9iCYr!k-W-{&QXKKoquzYU z@RS8((oYpJA^yR?<&b?uZ!p#%=+Al=7y}TZ!>O_Z34poAH}xEWqkj}BdQL@HIl6met_4Zg8Rpc8K-PsCFz7AIW-&*#Qi<>o+3 zfYOQOndnD6IZ?@h^BBJy^QCxorviu;8`eh*A&^jSIFbvShUnX`?#Ql^xTc?BHHPwq zlfe^Do{Hw}Nfi?mGepTg2lvN5hwkStUvh5}yQ}V~0FsU2+`b~f{ID-orDQkU4Rb97 zJsU_RhdPiaP-VSSl2`hb|I2pEMj`FF@}gJ4zL)yXFDOuJ(~dHQy}qO*A;!3Pk(j2R zvZepkVXm1nP{S|m_wTv^B?&h=x?ooG-Pd=heLF30U<{%aXv3i-umF^fmcAISmHcka zuKw=m6e1QTjyQnxFl(5#BTfL;6rVf|fZYL&;wR#Vj@j^Ue4K&%O!q&<$#+lBn^ZN{ zCoK<_r?%g5TY95VRSe7~0yzZm^;YU^{2lGTAi8*eq8uzofU2ZPZC>u+?P`xOE2deYDVFFM1)Z z$n)!`FEF6_A7-X)cS6?_h7Dmx@jhub9Ir2jYGh_rw18rWepZE(6Y0gPkrLbS>hBi-M4>Hcv zzX*;P*k&OcCm&}|8KL2E3A8th<`wyA=D}UGOVwXXA6jH<51#J@)`8i?schK~qmPqo zFB+JVQC|#`b_}a$jw~Fi3PgU%m~@%yszEyMaoAX9P(%!UhCm9TpYe~JS}E^q1^_}o z(E;V>nvGKfI0+yZnMUH?>OViz7cv0icOOuTY59T`KE0dWcFA9&g39dzHSAe}rmkLz zbS6^j|LB%S4|gdNcM-dG32O)6lQFVMbCfqXkHhA5-H+RBDmC)KWIV6nZ&)r@W`&2yoz!#qeb zaLg?$`x-+pV$Mx)$NWa&>AGTW6NDK&D(X#`}s4B zrqLo2jYGv~;2SfFYG9CDiC2!#LE1-P%7ZxdtCDJd;{`vtUo$`;>qIF z_5(aD)^4c2(&#O`r&99JEu$&y!)0F$#PVeo?;wRwC^l)zOeX*4@qIQd6Fv}zv~j4l z8odo>OdgX3WXQGoXbZy@mlR?vMMLIXoclWezTv9IpB4D+Nz0d4W#EEJ*tbFdE3p^Q%C-(Zn`j5x4o@j%BHW7T@h&ZY&D*cak{Q9(0560HcDuGl3q=(1dXCy&D zTcZvU_zi^)D1KwO$Ex~~LljFtMZUOZCT5#Ttd!GJKz#uCaG_B;&&2)iE%l!6%-UH%*@Q;KjT>$$AuXE52W^*HnQZ}HJ;tlhW8mq5V?`Z zuUoEUtW#s?Ahe^nC3giy++PkapHnX=HaxP7Huv4%@)H}#5#%l!p;|IJ;RLYn>n9je z4wI)y9rUR~L)VYEx_v*OE9;Ut1ol{EdDrqw6eI=J2Axr}v;<#!ptamMe+#B}tj^=i zU^yT1P`X(q^D1~1%!st^j@olivNRK8_<(#~gw04`%gN$#)3n(yLknuPp0n2{gor+% z2#r2|i}#2{MD`;_y)$VkHKezfLSxnAp7|-Vr8?3`I^peCZCV$wABZ2UHGJ{A%nNhcFzMf;uR$bjm|PYMF@L92 zihnUx<7nq60hL)CG+Z5+G5g12}Dp#Z+iG%79RKPdXX0``+b^YJkVS%%?U8P z5~i&A)YGF*i{aF~#p2lXH)&kW5g0R`t#_a$6+eFpOa-&NQYe2nI5NU4)a2`-?&!!V z=670llF_i_%Qmww5TU89EvK)qUp_$K(kNu1PXQ7tFa2TLg&s-YoONA3>WGm8#y;8? z?43`L(Dud2qio!jubkFXO>sAko@?G-$QE`~Jy}pEBf&F(7au>nIXjp!IaqM2bK3Ac zTZB3?bQUN;Us6s%P2dp7Z8tjWu0xeG8OBspJVO+;O)wp0PlEL<}G&dM()z z^V)IYX8yFIQbkj5>9)|%{HW09b)Pg4mG=m=o^b09Z9su4HvcOv?I}}kGW-&SW@>8c7tG9uH)qR{SSJ5xt~}YuQ?GoZR+n9u{bU=)*}J;l zun$jfZhr&+_PIx25bhH^HwRm0ESY{q&eHj>HRv25?SMJ0iXA`8%rUXt-G`gwRe<2M zO*k_t)b6%fHNc>`P=yJQy0GrXt2^I%M~E1n6!8(RL4QJGDb&ojSzpWbDbPOz@KDI> zuADq@-GEbRO9JPi(S5C0``Om5^Qv!e6j~c0ZCd%b5dri9odZniZ^H9WUT-HWR38@# zO+5KS`|iCCav}r^G`P0*Y&P!s8$9-3j}-u00}CEV=8z@uAj&eqZ}3$Gn1rJh;CyG_ z*N;QzO;<#|K{xh@d>`Pp<&J)vo#j)0-ol$QBPu|oK}KlZsljfDm=u;cHQ!A_1h={KgsNu+>i@z6~s5*-CilEsun9HbFv#X zCjd|+q*SvQ3oQ}${~xw*QKJR^9l#S6@ryq)euvV0)vcn$ItnLYM?rznc_ppi!~QS2 z-a0DE^@|@JL_sAjIz&Y*Lb?%9K_ygDI+X5|926-j0g;kY>6Xr+k?!tphHhqld(QW+ zyY5}<-aij#2{Z5e#NMCUsdbj4naSII3MSbaveRbh@&4D=V(EtQD)+6*FjWtC1pn`^2SWe%q&C4Tj< znNFP`r0QE~?iCdd1c9S8vHaZfWBFczMBCr{Rryh71wqE`$-iXny`SVvzJfR5L2-yn>(6NTVdCZU_W@I%Hz>axzvcB3U-qO5<^A&G4XZ%X z?0rS24Cx^0Mzc&8)e{|9y4V3&y76xN?>0(iN!d`RHrw0V5K;gdHMZ%FaRZOZ|F5)x zZwwwYsXM!?PET%;BX+;9NhhZE^_!j3F}^RHGT;QhKdc4bV#{=8c={dw%7fiA<*$v! zw4IE@$W8r);4$9aBAQ^4qdU9n85WcF5hD>QDW1%)6jv!h>rHrapd#Lco-BtO!J=5O zbAw3g^Fw!J+v$~x3&W{ccSt=!UqW#x)O!VB=p5U;HiHtO1->b zv9lq zx^ixAZpx(9)oRt^k!A0!&gy}C6Ta&7KdK52g zKQWF@$0YqpJ-E6%7P=_$&>bzX!2ngPLXPrn!Utn?a-)$&Lo&QjA2!=Ayjgj`%=_p^ z_9e|_s=*K=b-S$TdY#uy{I?}94E^~tLfOR~4w{3E9p(I6ju&G5dBbMg5>wNqc^FAg z588cRX)v3yjRZ97jAXD+c~IbUED-~%9 zm5`>vn5ud#Y>nB+f- zd|_Hq<)O4yrFb5#CmJ0WMA+c7X&$_wc>$6ohsWzfZ!0duylJoTFL*kTarsZLxJkM* zJE0)i-$da0es0r&AOqM-(0-TRC_QXdnl*+}K3bkiH|QekCRF`UMZ%_kru58=b>by- znt_}-f5$XC7JjuG89j}>9hvV;3JAm|oQGr{*Ih2>v$Q9x>+z{c6)$X8Mdb4$&F^J~ zyR-oI4j^|$-Wo|`A+6L`kq@Yxlfe#D$!wDl?(@AapORS?NU9msUVCsCUhZM;2<02U zI$Sb9kd5QmGJXJgTvLe!{<}%jYf(gDMX3r5(M^ZiR!16% z{e>XB`PJ@1_&#USzX^RQOK^aj#7<`*X82uI7}=ofzcG7T>mv>RN2HBKw5|1|*Qk3P z+VI-lGPafTpqhqb64VMf&C>_TZUThdiq%yB=@nkTdjgNSAjpFL@=qw6w|e~8flT_9 zn(j+yNJ_-ZKGi+RFb~kTm21pwRFD2;fYdkk4593phyU@RBU->Cde(U~ulRA%`Vay3 z2)sC5H+eVzz)2w zNu2EKi(S;F zwk<-q2Cj#GdH3Z?!`GiT9(8JVlzp}*b~V4r=jL(^SOf~Sio8Ypv#=d9+z%+*%Y6ZN zulvLIxNuRi3S5#M>ke!mHvYPKqsF613~=i;M*%sX(ky2EvPpqswH+XY8j{Je>VL)0 z|Nb^3M5ydnhU$j~>+b&<#wk$oNs;p#HlX=Zr9B8K)t{uzWCf#aFV&2jyE zkGzX%IzSZ!q{FSO5crMmL&x|iLu?0n7_~EG8GMD2q7$$P0RXE4jD@@}+MbVMj{2?~ z{`Zc{B^sL9(ZI#BPlF*8QQm{-q=dh?vk;afNqRQT-gECln#MfV;1BxK&*M&Z1ST|( z*eE=`RMj6LKoVc!xZ*;1TKakI(3-o;IC_9z$bwJu{|>YA3ot7ScaWgFDC@cDi%<%8 zHacNu6der=IqUKD`;^+J@zU|`)d@W!broiEH2<;pC$U2WX8fXWqGZ1X{kwT};~g1V zZtf}(wEFWx>i(%6(bLwtvF$Tf92w`&rlGj{81fAE7h*Y|kz68FVPKTG0LdguS4Ioc zvN0n2qxxgJ>#|QHZym0!by7{3lql-GmMl67KQenb?A^MUK4?J$51~y>)L(wk{bjg( zR(fDzgAJ}Het~}FOBOt7YH#s6E#td+(&#TD!ZV%oYrHb2zvP!Ua8KJ4C= z_33kBnZ8ETZJUkw|A{lDvb>1iOp{5|?Ng@(UCTW?A=`78d~mognfmWVa&Dhf--YT5 z;gXrl_Aa&O`w1G26wTjqbHl=!DG8V*T^fU;W%dW!QuoFF)tBinO=2YvmwvC%fVF%Q zMK9Fn1}P-dyo&FlXyoK%A>V`cGM`mbaC*Jdc=ak(m!8KLF-4D&H)Wn{+iP7NH&1}! z#PPY7yhu;)bf1Dii`FBNj>QU##gO;%BbKT*s`Pf;_L*B{*Mwx=>-qS>di(L7eHvun zn{@+>L-S+L^giBttos0gux$G1l8Z;6i5#vOrg8^GosMU*16y>t8HabYuTN1#a5Tf*Gd=Y1<5aO)+A~J1cmLx$Osvz{pNPrzu%ZXtQ-4*&3DTQeZC9XR1-S2M zKwRfb6kMm5iQTsZP&r_U7``T~z2|XU!9%&KP_#()_;B2DyXZ(<>1lrf$J*)UTzCr1 z=dYGqAjmSJ?*IGZvl0|S7j3_ctYrQD1^}qdPk}E{wNM`KS=^=9IAjuXryB-?zV-EO zXWizjBwgZY6)Gw*@6^P7gD0e}~)V4cEqc-@su5o2M^e`-_f64O6{7WJxXy!q7EuZkYy zm5x)kui|C_QwBEMdUEqbI#5Pr>foBr+$Jw#8CvN8)&&ojlVv->tF_lIa(U%d+6lqFe){gW#ONmcRItHu zWYwu=bMV&RXJKBb@nIQWHGVY^UCQTWM8?hw0j%F-#&ONqZ)|au(D78-ZwwhPZv7F` z0qWl@m7^0%R0(yRh8o9SsWb)ANCpei*B9LTWu$&J=EvQ$a`sJevzIQB|JuD?VKs*` zj7=sq?Fuem?0n=z;IZTKQ+rV(`; zhGZz)?!CJHdnDji3r)XKmKiMaf?#v`lKVfw29>(442Wbp&p*)6162D*phw#A4>m%5wUw6r_(h_lA` zyG%wz!bm_u`=%kqQbOs)^$W~W?ub6_lBHWb+N3&%R*`~AUgPY%uFcTk!%3RFAMM@)qXFF`a zT2!8)=O#2pPI^2Uj@to*MBR!9Ht~6ENCv7582gq$PmA}!>J!ql9W3^Bq--!TQY zF|UE#)PLMGex^~ckJgyF|7v-IoWYB`P~^ENQI3o9HDv2S@dJ-M<}^Rszgg!N0MMYj zO4@h}I{+vQe2~NwlXy{%(ze#iFg;&VR`dV`$;NaV+9(!_2 zjfhtU(KSe5J-2&a+0iSK=Tcdl3JzAlbLTT^^->uY#wJgTlJ&TT zL7qqf4-Q-rum+8ypO@V}%e{mw2j~P&Q0PtWxP-z9nUe5wUHTS40}MWclY&h3;t=_R zw2b`u$G+uu^GJF}1Az$PcSNqqi*w8!>DakrnwaFYM6DEsaj^~llFix`rJ~N$#05;C ziO5$F{Be)02AT4adY~LI&)z6?i^sO=eNxU!ur>4zI3MxK3+0PUc>vPEg3gpT(^(0I zdh%>&TY>2X{3Vv19MIf*chYpgt_SJI_CT|xE|1!vyObN z(Lr^~*1U&>12-~fKbKNk^{c3a0CVT6Dhw`yo5OLg)q~oU5uHi3FF)Yj_4EUbVd=+E zAQbO@Mb8*}TEYPxVdnG-vZl9Ir2_`fUKN@OxKhA!oTabU%bG~L{AT$C8OpB*D`AXM zqAxv{9F!fCLhE8FmNR*(GL4nqNYAoA$vZ?-V^+jY4PNy^K^0COmM9V;iqz37S2iKK z;@%C#E+?0UQH0FK<5F=v9dMBHkIUV)k5gP_UxrU)MBg9H%B&t)?9QOzEGO{K@mIFc zEeZ1@3Rf~j&e;ylr1=r4e@$(`6)va|wmr0e!$Ccr@10+y!)mQ-U18s%{(p(5pMH3~ zobe~&F9H&A&TelkW@Z~c29;UR3(;h8f5WfoUq9Mxg|)roA|xTnuW9SkQiyVI+x5Jh zQ{KxR=s}TCt1g~YeAT~30-m1rv^D>upgNn>9$ovc;W6q;Ipotl^Y7!LL86d(#Q)Xx zFfrX1uWRuJLA_RBf7!t)Dq)q~qNbG$AMcu_Yf(s3&Wqz5w!$}XEd*58;z!;JWx zuF<%`+Y_x6-2i_ooTC69?_xQ3f9Q2U01LNHy-(9` zV;Vri=lE^!r9QgJ${Fa$QrWtpsl$8SVhVn_b?;P+w11`>!!JP2c1YrXCjtziYC&Vy ztF>;zElcFZC)?X+YP6C+j=rl@h8*okxQ&DNmWlvoph;rXQxKx_Ofz!-?_P77_JYmQ z`q=RFh2x3U+CBt=m`@G_Osw6S%Huq^O+=T_=r`O1fS8x%zmid zdSP=d)DTbU%v8F6d9_{J#{vaf2b{Pzt0~ZuFK+RNa1$KDm(HJCA~VP-Rx^rj+&${O z4?=NRoY2{BC#Vg%g0ShwA{$E!O+(DJ$vd@ILF60|kV;IaO!(RsqXN}A(3|l3yO!;! z>^5Kf(ZgDc~_>xog*8dI|Jp4sJ zw}cIwsUc?|E()#toNVsz8X9aDVx`dW~bOqj1zmB`GesP-6PvB0# z(O-UlpL;pi-%z@dIJjJ@J4JHH&4@xD#!_NjKj9k1=-YwJ!>>Lres^4o8KHd5s^x%m zOKI{OL^qiH4W$Z^F5salZ>Sm!qL=VZc0BA5y&=KVUqb1Qefqa zDJ(xMwIzZaQW~s;T=H?l39+1jgvNdlDlIu^Fp={4yMCHmxF22xlE>*RZ+x81f$Z3A z-2%i;*(b+>h~$H~j!oq{GNYwjsKp%K@k0OdcI|-ybaAjh!t~@5HD$`rI@T`})W})K z;)J3&E&sH&u*0douv2Xq2x_3FYk{46q2zmDlY)9j0EJuPe>0hK=;$S`qM5sIkBwHNu+{mzP&os~e>fd%CC z8r$9exRz#md4fI;E6v7YMzYt2(!%7?$=1uKukKricL`*3sT`EklqXFS*#X0IZ8H8} zo+U%;%2+>qlLr+y3W7{zSCp#hOP8tLiGw*d^lNMJ_9eD=9$Dr*mY}MSHGGpW?-p zv_H}1#VbaOuI^RFe@gSll}=!=vW6_9~dkM3q-; zP$n<`Z+G@;lvvy+`;@7ZEu<^vIiZ6lbU_}va;DfxHK{(ON#g760BsaMk&M1`DFGysz+md zr=kP}ROIQ^JkL+AKoJ_idiVNyATFV}PXLyn?5-X2aGcB+ff-*D`&&~8-fwi zsh+&4ik9cOXUv_8ot{i6N5B0baS%jm)*)Jw+$avD&d$;C(dJGT0>n>hPo$2vXLT2D zRj{9SP!}U>u8E0h=j<5MXjtJXo{i=>4{`9%5)ZxJqrE*rBMvbX;C|U@tmj*bA3@b5 zE(bAgAQU|pYnC4fuh=`Yt=QvYDu771(siy-)X`OlhxoKVIfrI9+9iEk*&3AJU|0sR zwoCSg3s1-oZ`KxAd^q1-o4Obo6aa2@XnnKtJUic2a<%2r$j{=rk{X1#&e_;cI5UQp zi0S%Kj-v1FF*GW}?LFS<3#3k8)DorU2?k|PEp`vzZH{eI-RUfUFVIG_6MH0VMt!OL zSclX2(6vAOW~`j&Pc06|yLxJODI_$nIK00zW_Qi((rNvWqm;q| z+ixj7GA)s1rQU83(Jx7dHt{e`1%9Tr2kV0X#imaAZ%h6ZC?r z@54pqi*Gz}hm=*#v^JuwN`5hQ;>+^PMKTrjfPNpXoZEThq=>5HN9S@T%i|5#V!&-5 zm}Ci<@7c+T(-a;R#}gjofdXV*0vqCn-y^>pl};= z<(dPuo=PVo4%n4{-Su*DOL?QT?R1;PsxR#L1;y({9TgeG0T{8~F5{rWOfJ zM4G-<+P}Uwz%1^zy&{tE%lMuPdf1r^&%F~58(|+Bj%#8{ujbEYWg;ZK^ z6>TNiIDEXqVhD`iZ>?P8%-xM_-DPB%+AgK)(<7IU-{c;@3bP@?SIb!^w_Xjf!%>?} zZ)Khp_(Q~<3}iXmKm?nRG#Pjb6pS497VcRRLSHx2a};3%9=)kuew@0HO#b8>sKBkB z)D;4WuSJ8s8q9#br{FA;`0PE=usx(YJ%r#>x|*sJIj=j2teqyEO>2#9Kg1Uv4x(7( zkMy4xe&%J4{dBAz{9{amgJ~!xk~=87-Y6yQ7xgbE$TLRr5GiN%Sf8xBk2u=cw(L#n zmmI1t@zUD4|6ui8?oE^=jO4(B)Z@Lw@}*m<4TNLcoyI`31)18@kp(+P%5BAxrpjKf zF6uD{XfCqP`f8o-!A|sUim^5b-<*1;dQ=qzr&Qtgk9VV4+Kk*P{?RdWgxUwfa!}Rte#iOY6I&pfGli& zn)^;`;9og61<=@A4W){~*|d-}yH`uz-pY&FH=!wMUC?eEW{eN)odtWHyr}THaVx`mjbiQu0kCvl3ilG7gzv(O|GreG7z=lS3FFB{s>)q?s!yYu zB4Z=3W1YX_y)H;%X1+m!CM+p6;@ZKgUU=Avck_|VtT*jGwnDo6lfFx`Rb$tLFozq} z{lPdq1w#EL3?6~L$G`epymUh39-ybUKC52Ed4Yztr2c05JR7BWY=%1Y_}9Srq5{^drBdxPGWAA z5s?sqarPrqLHfc;n>Wk&Tk0(t_5KZsK7ZWt_!^k!Dl+Of&#gPlyM7yf^xra~`QpPk zB*0$wgw>-f{nxt+XDQEk>}h;wT@D|@WV&WKW!0!Z-My1%Y0pm9vZmRyY`fl{GA3|t2cU8NAS8I1cjPo6#7>_>_C+;(=yet0zB7q?hBDQCL}O%5yn6lNK8rF)FH^RLNRbXXuC z_a4hIw}(7;Ry-Exp~Zl@1=8GbG6t^lpYPD*4!Su+)V&78DGtJg1F_;zS$NdVB(!NZ zLN6yN2~kF_%0~YVJbOiTUUuGxDw~wQ8jMN&ZXL_Ot^~=7{QyU~W3|5ye1ou4+c&zjm5d>*1|dNpY=SrzfGtSI*r#V0fgN4XT|!A-c-KQ`VpU z$r9C{oBvqP_z4Qyn;h~0WAXNu0toSi`4>nz`-?=R~oA5vrlsDzb zGFp$FvRJ8aaUcOB!~ z_B^vwfZ+06X{G#mP+a)stln$z26l-kac#f zS=7(lf{@qZdvYT>%Q?94f+@f^8ok(P0-t6pTYiWi1S`hjxvI)IDqWxi8z~339=(h40Rq=b*?(~ieQ<&P|1V2 z4ZS)&Tu#lOxxkF+80H51R_k1$#FX5UtchE8#YCa+0;p4DxfkM#8G=~?%p8o2I z1x7tOIYcGIr{9Q~m2*9zBWZ9MC#gZ?t8`=+vgqg^84ikR9PHV9tQ@fHV7`zCisSC3 ziz(L(+TRwlQgArN5I#WQld99w%N*?5tKKD7AqFCnjD~>?5|3-;?ZCwSzqUue$AwZRQI$J>vfKGhuTFj6I z>YQug=O>_=j9L?W(DE0%jd0M|mq-!XmR2SadeI~9>iq&K#8NzmD{2Q@HL=SBR0vpc zaA_E2s3Es_$r=Ztq1hHZ)jf5!tQ`adiV|vTUwF2Tw>0!-cDI*oTbB0|EH*x*BNz5y z9J>X*jxU+eW~Ha&AZ#+vUIH*BRBRtS47BMOU++g-e&0R0Cc({ss}}LNNkIEI9>;&h zf#8S2Tx+ArMSba(t&(w*6TYyt{Y6yy%XM15vOOb+*}88XvAO@X_~0no)29?Kb*%qu z?e=yh1J+^3aqZOAWC=4Lu}WHkXRqMA)k)cGz3|OMe!f zyIz67S>WNY1gp&U;Z|_3P*QOl?jzyG?$F^;uzTNlSZ(G#T{n&Hxq#U9r3NsGAcvAJ zXe1t&n^vqvLKzGMQ?F14=lI%ALc^gf`Q_W^z#59uhF z=%qP31qlVXb9a}TGya+O*_s+v*v-7s7{#hZ9k6^cvcusBZS(UrK8(tfXs+DPNf%J( zIQXr(EsE8yza2b9f%}`Z8WQI2j9de5Ewski6Efe;3}SOkIjXA@O$s+hP_tmoN^IJQ z6rn5%AgBzsmGk>$If;)%%6Z62(_TR}Zf4uCFpMED6(kT#-Oo$OxkCYKmB8d{@bNpcV#;cEg?*Zng0U)p+0h9gE~ zC&#|Lv;5%>XUtugy5(CJIZ4J|rRs)-@fpDqJg1{V8>*m8V2~f*!6Lw)Tp8-zEn4Je z#6F&17U$J&1deTgMlNLLPAUD&=;scyiHlmX<(EBt7Tvv(>wbvuXqhD2MNii-*(Z{- zi6Lax&>}>M81n+uAbadw^L3^C;iUPdt)?g?pPTKqrgq^VAn(BfPyLYDUd~PT&TfiDeKTpfJj#^-WJhffh@`jGxiQdxO zMX#steyzBk6`AjPq(5=n&WnTUaJk9+Ja*7}|D9lHDCq({Z#ED_pxj<18VI`{QV*?E zH*?~vFx19eT-Yb1%Q=bx6wB1#pC5MJ3fY5M-HAy8!$#ukEAkhtEe>qKAj;i84>K!a z&665-ifOx@^eH4hDUMtFDkCGvB^eqFHU&vkVLP^!tu=X%E30%hr97AFQ6eBaxPYr9 zH@1cZKJYXYR#mkVY^9lKjs8HYahZ0Lea8ymdF19I2DQ{t(=Yx*h_eRs2u(K1N(-FR zZ?I$cI00_^vUxsqy;=4+S{y8U-p=Q$P7hk4glI)p%AizEa9Njd5y#P;-LaH$^_;k0 zN&5k-1BsrLxC0}Z*V6k!`jAh~stTNvN!T%a zGZ-?_C+KX~2%OsfvgHMw)4uOtAI*(UY%NF&&QFCE#;+B#BqSTd=9wb-NIhUfwbL2Z zIe*5+!uCjR;q(#{<{EAT%T%6PGNs8gDqWJ1^S&^;h_Ev2Q3Yi;8|70eN%JTsen#{6 zjnXr9rjuv4TCO&bMTu=zvy=5X(JORd96u)-+(a8HopD8-X*imnVGeK<78oMn5W)py zz$2>i$kFNq$q87pc0>ipPz#1&gsl+W+7q0#R1mCeT^E@QhoaJj98|VNFaybWnYh6b!9e(< zrUWidPJ6wjp^*iw`J=IaljWGk1TK#3^%5NI2mFNfVzA@(+zd;z{lb8ATY|V?S3ljY zIIGa0jqwAlD5PW07bfLQZbPrY(g1wMwK}YB}vzXz_TET>cDmy;n5e+q*F> zR&KuC&ocD7wb5PX=W4g2`i!q47_*OZ8}-Xu93NxGw|3o=_$JLT-VkvFxJbv6&GRt! z*H-G=_T zbamlxm6eDi#*SrNd#wYI>JzaytQ*>PVuNmO^oT_Vp@@h^l%4bgWO=#MW_z2U6NSod zy8xxJGZ=t+UCcXEvs7r*)Q-nmhvefwa1jgAV3A25Jz`uIi>&LFK6M2Pt9xF z!@*QO?*;5SHG)T$hy)u1q_UCvuBi5E#l|8Yhs%d?^*T+#b_4-s<6(QnmVt-3=RTHU zU?GQOozK;2vh_vq%M@VLv)7TVj%4My;2&`K*p6k+mQ3{$-OGG5hJAs(aq+yWLW0BN zD2F!gIKk=rGqtlTXQ#W z4`$x-;5MZJ=19s7ufQlVTFmf=<$KL$n_WRkqr<`Z&;R~aE@D|*-!&fB?txTC&d63G zwhko@6!!C+-h6IDkp1sZ>`+d1sIRwSds=sb>w8NpZ+Plr(X-j{8@CcJ;9@V{WJv-0 z{g}4x&$A@!x&&Gf^q-S6L0&~z=6sCV?<`#0Lu$eGVdCLIp#z)`1Q!HKNr|-J-)7{0 zRIB|OXh4uNQtj>EGsyWF2wnBawl3T}e`l+nLX>}23y;o}QX>8?U>WF5w`RD3-Au?L%C?%EL zCnWT0lPv*_q)!oK>S&S=HbJ*dJ1Q79GSQ5?Ot=>t|S~ z;8JU6jsZmW4p_8I-amlW5~5BP-E0_ObAFpuXY3Sd8kdZTR zDJT75TGzZSB0znpX z$`{cBlxR;SMskD8x8X|yleA>N7c+lFH%R9wsTEu-iFs&&k8o4afa+>$&&Bv!uK`N3 zOWeUfc7I_XFsOI2#nHf#-gCHNyYf>34?;AAIcD(KmYiy|BwJtzDa}G^9DZbMY`fE9 ztdyDABi@)mi}A887{cns06_?ljS@CD_uh<`7RKJ{%{CsRXYW7NKb|HWDttB0AjU9* zWwlxtI3=1o$Qa-#-#M<-*qXl~^AUOOp{>eQV?VR5)#4xvSqM{ltFnw|Il2#;RGdUf z%m5?(hbQ!&siJ3G&fu~iS+L>j;;Azp4t zNo0*Dp+0BS;Yvo1YQ6yp4B6%H?(ScwWcdFbAMCT)^33+e*n#8JlSom`@oadxXu?W& zG(i{0Hi95T3vhc#36v?hUm>0YpX0?v`J3?KAYYQ!^$h4rh-=(w-Pb-e*x>^RufP0U zDJ~|mxZa||t!1=L%taI(e=KU~AhIJiIUx(rtrH7Z%(_z-Bx$beFs=rB$=0Xc# z(c?<#2a`}*qC^!`AU;kGw{%1u-K;vqOj9)T>{ zxziBlP39rNQ)D$!;k3Kl>(eVQ7W?JPdFQ>AhK!sl8fVwlfh;g-ahUX_c6CA|%Gt?* z;nqw;VO;OJ1Ndo`XJ7d?Zq9|J{~b)bw!0x~6cMO{pop?O8jE2^G^z}@-Js!|F7g7?_~3~XWLmC^O^{X_$IAb9e2K=toKOfhssCPZ z2>9={5ZIOAVnIv51AfTLU4$^+ozMMGo@-nXzY{3m*P?MzAkv*0^#)(}DtLt;)r zK|!+HwO{Wxou^?a&Uy)dKjuQ;CVC|F0~CcVFG095PP2b#+6t*%AmD^ZxL(vVWUWl0 z8My|TNT_ocb5*Nov3Ev0$nA6iEQ1{lKo!j;GnmjB3AS;ao8(iG`a#p52pJMoapY?5QZ6$-(oAvU@sj1(=3-Yu_SFV(gld{BXobABt zp%MyunG&L$)z^iNo9?9C#8s~d@D_+Il{zlki;;l{3Ci$2HRA29k>GdgxgbL809w7q zAU#PS5eCfHwSZNUkc^@2cyHD8)U3{%q`++W>T4p2(9qCB%n4dDI3he8#)2X_tfs25 zyK2vN3iU3)RAP&GhiH=xVjdsliFdq2>kkv{sgdM<>b>Wf=zYqZxWfnV)O8-Kk*-8T zxkop+&5zK+F7BN%;Gn<~+of0yt|^+4rb4mQK^P6aHOUXwefvSpCNv7$flnq3vr1w< zf`#8{K3t__=IcWQh-Nfg)(hJrAA36OEachDzhoS29uG3>aY&XGrg5EK2rq42BA-m`cAk^n5TN#eD{XqqY2V2VXx-nV0SjNNRCIVF zY3KL6pq9w`T|^=?S><-L+bfTotX&F0G0p$}O{Jy8&5YT0lF-}kwDT#vc~b+M3qquH z|9xYEDT#=Te&>rh8r+og^W=}7kWv5IA0at5iMj02WEjBoJLz%3gOBonNZBpn^iOS6 z4%HdR18&IXfi6Md?lKi%r1jLZ`+~Uml>JgbGRSpIVMBp+%+f~79 zP3q&>)AKfp>>kZp)yb4xp~L5+oy1s^ohHar`FSYovMY#>)UNm*cYl0ExTzN<){cv4 z{%NsjrG&~bq8!cc&c>xOa5^$WOTu^*HBYPISq zzi2(OYXVg`tWgjJw^-NeZh$3URkt_N@xX9D9(UKc=B{|sh#`*;QUJ(E02Y#M-4V$jVLi2=7fRh)Ma2CNB6>fdR%^4HVWe$=d?gA zN-XDn^%r%?vB}=JnX(XaZc);;Vq|80)_w)$_4tGuqZw5k%5!82B|?BXS5b43)@n$f zXZDun7C{BhnN#sqI1V#wjKJYj;5UAur2_pyugNw-RYOBVA2sepM9Jx}Hq>=i<#y8Y z!{pbnRp}JW4PFNa(L|NCbyqTpnWKf?JGnD&-c4{e$qEv(t6n$-hZase z25TjDM(}arVBcLASs3gso6(G~qo;REz1ZSH_3YMWrx=z)r`n@yc7A?7QYJaMikOL% z$Z_J5JF3iW+AIA)JBHVU@S8wJ|0Wttx%*I=n3Na!J8Ra18tHBeMgN~cSGi)_u0(w} z?ZKKblVr_q4ax+l>-d&e0eUbJlx09P1=2RL7LV1!A8X4ho_MLMO4Y>RVz#t(zDD}Tq0}!OB=`2R@Ix++|j2kyPAt7S=!f%HOtMuUF;yT(N zwcK*9B&HYqo~>E#&EW4BLVv!#J13Kv*X(t%ybwufXy1dWgsDw5Mj7i~xooP1Ir#wL zey3I#vY~*Y-l+Q?^E5jw@G!GW7Sk4rem z8rGqpJ`NIv1)-9q)&SSf6B`@O?(S~kKu4&!e=|PTTj8s zk|-&fz^MM=5O#6B_>ug%sk!E`gX3Z52#u>{S-s1fgvC~^yfV0RAHP!;4LdAcWpq-$+mmJIR_(>cjos;DtY$ON63QXnRtfVgg^cS+>B;T zx%PuyrQG_^^;>vS72l85970+AN(MF*-M*OWZ`acziT^ql!TRys ziN8=SV7tI!+;gYQVg2P`wq_K!@l{5*UF`a}F?1rA(g;Y0%8u{?um*^-Q5=)Pxn>>wN3jx zJPXMTq@DqK}w?SXeM>9Puk+EC`k`Q8+$djr~05$uxU!U*$)--wsLmqu(V+?_ zuJJN^u2C36Z}2>Tss{J-FPE-e7P`(PV=?9tD};5!o*gt2ayJHY@m^T9)7c|u%|fFr zPe%&wbDO*u-6c95JsmC4n-z{hMyzoeq^+MDot|CVnZkoVMUH*5aiZ- z&vvozEOr_;e7)gC?@ew%!OpwiiJz)DdbpS0IaPnD#J=_L{ibJ`0|~Dg2bwA$O>g4IqPlCVM6Bx3ohL+Ab0Z z{a!^ZspKmhHfk7fILq&TFnV2B-+OC_hC~?ay6=Qc!3c*-4w6pmt=6vb=G(#= zu>DB#V)=!lLz>L!OY!zb_D|F+M@rTfEUFvC2woArVq?~r@iHcbfo^g5gi}}y*+{`-xzUBW z?{37Xu}1(+t0i4l%(@&DgtZtw9#j@RoW(~h6vey>`zmWA($P%Ig11E9L(49ebCQ)z zE^#p=MFNFCl=+TJ6nko0TUQ6)`#u{RTS-}2PlXfi2S;o9okq~T!oxVPLw9;qe`(fc zcA+^_bn6P`HMY<+P60+_-1-&cB@DIkd^=xYU4ur&#k8~o(f!6iEGZM0Gxx`jr$W20 z?DV+n_(%w+n$_gD->Y1vXyveoiZY~p{wXPQJ$ijK(amLcjSgQ-wR(g$ zEU$Yc_t(kg2ZBoVgWVDJMB&E$FD3PE?XH{B(Io3VyGYE<*owAbVzS!)WBo5;eKb&> zQvKa0aq6XAWbBZG0d0*%jjPa<`sZ=aoq!#i+7H=xw3voisVcKXJO9FB*$8%Zrxd?t zMFAR^&Nz|$EHS$!^1anT7A~&*REaC|ssnRe_A3T|S=O&1-f}588MJbJ*}Ev|>20D! z|E{dhQ`~c^l|9ks!_q)| zUzucYH6+!CL`F-S**tRi;qbqGC&6Tk=WlacfZF}IxrA5k!5Os$%!tVoXYon&TC z=T;-VFns|=$2f~h3$FUZTsF(f3r#`ufI? zeO)f{g<5cIoLE0)d2Y*u5k|AMRd2*^I6|^ie@5dL9(sdYm*a_Qq_xx3li5S0ApM=> zyPTV=pWah(8mXtT{-zD+uzkSi$(d`1eaoqI7w;G`X1`JT;|6Y9df)N*HKtlIbf}b~ zu=eVR&g077^C=5-N2jEF@-KyFYcyw6*}%Hmu?k~% z5a{~k8wSpv?JaGgyVz%|7@H>ZkhAks4XftbO@qyRormtiXSWw;I;M@*rT-6UZyA+k z*F}xqfQSf!3Q7qGh#-P=r=)aBmox&>odyP}gp{;^beD8XgLDW|(%pU5^}g>p-=A}S zoo9^4VT}9Yx_7KK*PL_ho&Q!uQv3&e${t5gH8r&tAMRht%q*}?v>!|TC*5QA zaAtE}F@qr?%a#Qa=o6tx1!Jl`)r?xQO8W~3J^-< zf8EdA=0^T?2cKice=}U4Da{coA;k&C%rA8h=1Xuc=$k*k9Bw-enllxmIOBPm_tbyK z8#V(~(zV<5Kb==o`YnDfznII}|J^H1SOyE$bz9`ic;hHtzGAQtk0yU~hnj1C&)26q zO9kl|r>TeRR&Z#~@)4fn^zbc;S5j&b_P7nL!NJn{kqiaKSZC+u_LuN3yB7(8!cEb+ z#wcQSbK=nF-ngDtrvh_TH+^5{W|X1B>4*18P9y*>Co}9_*@6@N{JpPJZCK8T&S{WM z$mQ{PzfJR}rCAC7bGy>4C6guW%@D>hX0E%i`xzrhax?l2h2@LxEwo{;_P*1n7W>j z!y0uVHlv}TAwPX5A_1@N+)UTy8lN~rA72vZbKR_Y%~~rvjjzr+t*UW}vsDArGbVG* zX9u^EOL$Mm)8wVLI-lT5wd9Hci0V&x2FiXWjEr^=&gv8K&`ZK-+evwdxk zRmn4xx7(_2__3KFp1h=8`nX2aDBD3`izVYsTqt;>Q(ac)8 zrk3WmN?_DA2b_+>vzmc2`P7TwCuc6p+z{!#`d%Us{V?sBWUQdi84pl~m_e>6#RP%& z^@;NCjzK7q=pi_F{Z4DG@;lJisF?E!kgC>JsuA5k<$GTo&o29uiE1O8$3=g%T~+79 zmIOC`nT=J0fxVO)*Y6|xtsf_;7P^J@wFxJf&lD6NGO`7YMrcN;xcA(K_$W&Fomv_- zQEFvAyf={>S9m$(+lJQF)x{W~B+hHZQcssi92Fjqht|hkqF77ORS{SImb;U}pw%xQ z>!v$rSn{;1`9i8NE8R=_%$Q7$%+YsGlixzWym4A-#|Ud30N27tg-3iRziYG)PeY_( z(%h8T@RI0@d%hjJj&q5{E83SHBxyW5#ELbNPwl@sPug767R9=>`t;jR=YT0;E~=)_ zujAs$!eiwcH8ukS<7I0@V>oxErb)fGowll_EMeqQ{t|kiSG*izc&L~Vq(IlLlVVYG zejtoySvv*(^uzzjKyMCGR}m6_re=ynl7CBduB14>IWe^7~%*ym!2F-u7dS zdAc)yz55k6hg0dj&n+;ef4_cC^?9t=+Qq2a*<-Dk1e3Ljjb^~$xiHDD1$o-358>7SUoY@)2pOv)CK$Oxzy zt^7MT?`R-AH>_>-Rj@YbpHH_t_0cEvKx7_%=O1 z6Y#c_T`$}DN#6@~*rq-n!qxYx3kpjr^SudF2!1SR1uiHuwzUsu)*Ic1ZNHQK>~=j2 zQ|ic~t)VUzg}Nwu^hKh@8I`;qWrhl7FM1t;O>$vH{`}^zQW`(|_g``{0std_oK<>& z{nrl-V{2=RK0p<_p;x$ReZp^pZ}3KH;B>hg50UQf=G$k_LPkWy+hPf7tVV&Rl94n z3tMTBq4ppsXfUK-Q@!@0$OQX)nkCBLrZ2H%D>nGUZd362Aq$=)rAZ?`0V;abiMqyW z?@5^^eCi{k1RHM9O$l1YwM5KCM~-dl;KVrokb@TX9(~c5=-#z!VlT}Yaxt`bwc|#v zo7@wH?=<_OJ>v^KyNc>e^C#a}Un{StI3u-3?(-L0Qt*-9SKeP2u)Y$>X!v8+G5v)i z5N1VlyZO3xU?F7+q}*+TFjN4WaX0C&E)K5ClhV_K4!mTyiqS>wi@|Qyv%Nz_f%EkN zCxhvDopwy_yJ;!`XvrAFDxTM5e?CbrvRXjrhf?_3cEJOPb*;bCE+<Usdc zAGu#$@7{iCy`rRZ&QH2rHM8)~uheklhgN>aLCGn>R%dWt#Ekm@&cs3 z(TPQYYsWunR^3h}GL{Q#vF?)MpzopajPtN%EOJuXE#hs zj(S_Xyl1USNST;9+|g=s<$Ph^r1tKb#qw!FB5#$vv$+v#Orc{o?%SB*sUVmx#hlPDqA$GEdr6`}j2aXiglZ zZ+$_nm*w&(C=1D6m??78X!rPC81<@L(%>L;v(>}RX+;l@pJOL5D07>eP;PiS2}*_o#%1s~!}|Jo>jDizQP2_tg>KF=Q6b$HwNS zQc1G+IR#(N0zQW_^;0E5)AnlH@|G{TW`Q{xY>sq$j7SySb2IwIxn2ascWgX11#|Vg zo3#2dawyOmejRPkX;rx}m6c&0z7X&}ahjc*lg~%s(`aGK+e()kcuWjw@bnI7fadGj0;8-KRE&a@|Te$U0j1iVd z8{I3TK%9_+;n6Wu=F8!Y@}Pw*r|)61w3AM++$juF`~O<6%1zXlopH?5NpcehU%jED zXp^>Tt~ci7KtO-AR2UjP{X!`IEgz8^Ig%+Fl^zn*yR47f&;PmwH*Lu0zrR7o=C)-x zP!t(?2WT7ab%Hy0T0lv#09t}o^2yF)L2@`e@1a~DinO3sEJHm(lkA(FJ=(h7oN$JD zdg{}+{;hAOsA{$g4n@o(cUf3ni~BVHF8^&$X}h~^I?Zf9QVHcC`sSMZ2P@Y+<+f}* zW3u2#aA#hlk_l!zCM-xzrAbasHd|d=U$=L3WY4AKb$9@GLNpHz-JzqSOYq#_jpedo zP(;Cbd3hq``q+0cXR1B{T!Hj-_bwsFhP%|+^jjIxO?~R-o~G}!9g`X=aptD zN^iBv7oWT;oN?ZVJX`4CH72Om2;3xQ?;w}TC3E>YuKU3k*5uppQi6?x4Jf()vEht5l zxgKE(Ut9|}=t40jDG;mb*L{r7y@5B3r%CJt_6$1T@-SOgwgic<+}l)vu(FcBZvd2BQcA-}I7nbq1Ag(^Yxn~1*ol*TyjeoVa+BJW zu9m%eb|>Rzgo+!#n{jUGL(V(J7rrF#ai_+1@lZ8chmCrRAyC1w4#7%$N3R8$m{xnS z$L@r~@6A`oAN?!LCu$Te>w^<+d~PY_L*e`Ps%p;bPQBgNWP4iTn_7nbUp4&Ma@Z2J zO731p(y(|XjWWWCRb`=Y3xo6V-~($UgjQc6*B zbOh*>2Msj3d%P*#uR9HW#S*JcQCbo2LI(esQ=;CYd;?}8MLg_^QUs5APd$Mm@#&@3 zF$I;kI1TB~(&X$*k=p~ew@b30y-cBLziQ`lm6>^N-hRj*o+wVCfY!{oOKWjBlNjFjt-LUGsUZIY{$2Xoe-%d=(X)_A3 z7hL937*?Q9gHZv7DSl!Z`A!bf6zI2TB}LH(b8#{hUZ*-<$3CY-i{r<|j($zm5V%KZ z_40Y9Nc{L$wd|{TdH>oe>wzNKS;~^q+FPXlX8jG8=p9)-Q6t9Ziapm<&YP-qhPB6_oY$OryD4a>``2NPkd`8o4|B*WQHD5 zV<*wy8ZTu(ILElQRQ-DQxo|`G_=iWq8MCvbZ=(Ve7+xi~Q_RIrPd!bx_%{-yolt5w zQc3i59{KPxjeLE|Xm=dety`@NpIf7NroZEpa#T<5(4u2l7mR5AU7Y`rCb4mu4+K~7 zN*@F2L~TFp`L#YIx|?G+{c1T+e+yM`maE#T_GeOu za8+`jqgU4*djDn{__3fI_|QlGhoM1oK@*7ZR5DD`D2c+8wPN24cgM|3Hg1)?TTAzT zH9sWyBpcH7XNsH|D_r$Seg6rWK}u1(q%xX|y7B60n<%nAJTQjgN@?C=S4 zJl<-5pk?w)JTM>U-XRUX3U$6s@YsZup=D!RS?dEPM{FaCD?9rzS&wc%>If znGO4sjDt1I`o3{7%lV0qI_>2@Rk~w8hg=aiS6F5Ph?W$Kkd^ zwgB$uhla|G37&W=D)o(Q;qweu+a-tJZ47lFMPGBlsa?GJ1fe4#5&~;G1KTknXa9kI zh`y%9ye}y{U{-&AK!vcfgyZNR*<4Yc8ILCY&*$rsGLqLR4k!-qHA*~c*|L4_NV|Rg z!o$}?ZS{3=Zt>(fq7m#!!yca3cW)Uz#3wB0#}&`+-_hJMhFWPR{{ z7x)bK%Aro42|k#5qXY~IWSD1>vVywY?wWoP& z#w%r+s31$8_l6^e2z4#Ls6P4v`K&3zfVGzMfcie>O{SwRBc{J27n81-QsOFF-PTtGsHs<-l z*fM;v7Apn+rZ+z+vnTUI?)ae8U>f+^mL~|5*$DS?2%vU6VAQR)&@EfpB1P%F`T5sk z?ql|o%_?71_j&BDR(@|qm>Z_Kjyd`_43iF|q?|=VCbug^qBZ~G`CNt4x*+UQOUh9S ze9utNgL73G`$sdk70MKN#`tDdmt-;ZrWA4hvkuLFUttUo_YwfkRM*9#n9#2*5)2Yc z!BstiBjJId{vv;H?YacVQ6_#NcW zo79&k_e7K}e2y{mbXlKZ3DqX7(yw@q&<)ZM66r+UJ1p$eEJ$iX*FGuz{?(ibS$q@y zRo7CHz}6uI6O*h}(Fco9*`C4f`uC>@;^#RrOeDmLt5|AGO^zP4jtwb zB5@#(1AH`PEnMeuiV~yVb!q9poA|7y>0)o}mxv6c46GS#x;i$hibA7&-DBh;r9rk> ze_Y-+($C#XA_|M>+V0YPx3Lk!xBoE)o33;*O8g(n=#F@cs5I zy<@&#CKM^XH(WN8ymcYzFRqWgE}F>ZN)7OG9FOB* zEezVIqAlI|jl+z^44cfZ$e!VMG_sC%Bw-yTP5DxWg$H+*p7?aH2VL56SDOXN$l5<{C3-Zr(vRBC*1=HeF1)6;{oWq=Z7~5jCEg)u?PHkhXG-3*&tQegRDkN zD_F7#|E;f~byJ}e&c^$ww?u$TTWYi&N2zCJ zbRLl^lhRd91Vah+@{3<{eUonTws&ZGF0$jB8~u|A-8|pc{-OJ>FP)ra^?V$&Ow4L~)At47o$X&4p-K~} zT*c#EDPfMZBwJdOs_Hw7Gc&IhGQx$IL_g|2N_!?FL;WvNNP23DEzwH>Fed)`&VuhE za6?jsk6vM;ysh@ShfDZvPC0Np{K9hyp13@LQny35jv6ZBnDqJH?(X#|e%K>|{QUeV zBO@aq@IL?hd+(Rn{n_MT5{yTWZr;PCkoTDp{cW(6PS=3(kSSZRHHH9~|GaZA3B{^j5#2>kxSk4uda^m_j zyv@~!LStcZN*eo9^Z1hn$TZ*IBB&(RH!G#=I=CFO&uKqQqtJD19E^`g_clK|5rn(#Bcc@jlZ-+aO0OB|qS+iB=>ZARff9lhHhPP{4Ye2Q3 zs-{K=CM3ih(w{2DZq`LyW;^XO-G+^WlWI`s^WedQ0@qFbVw<*5$_(H^IIKrM8~C0_ z(ny7D&3vFVvayjjGc$YoT;iJY8yKw(9kYi)WaheMMQ@&p{nqs98Exh-7_PV8y?FTj zp&iZfRfud*3;}2SXyvm%{oSi?UxS&FfRONAaPWNGNlJo5$m6>4 zZH!ewKmbSuY8IByi;2Do_4Oin_jv3K?CH}qD;;RX-s8ULOL__y>`hvqDhi*!i;5xw zLkJxQM+C$3tiDP|^RG-gW~2&YkS>0qtY>R;wJ@TdkVH{>;<}`JHTzFw*cUq*d(Ca9 z*Lp*eD?HfJrpP`a{*?L2jn|_+sW(N09(INz!&k@EoE_nt`{2seDzhd*s%<9ilKXso zvEf>(|0e0u2!$_>Xo#NZCfU!m9+uj=x$#I#OPAPAQy3T+#By4-!rdhwYHA7}zlRru z5kCXd6T8&@)39&2`PD|c8-v&$ctNITF(WAAX*U7j|I&*<&Tasn@FNdp zLzg=HwsXYOM2QA?tHu|3VujyM5B4UGSDIqsR!PKblOhpFe9$|$^E^u}8Jv3J;^OnC zUf?yna-Wm)&fA81xb4SfT6%nEp_7Eg5T%{_wXaW!K_jm#%D|_6Yo-ZpX`-AN`7Urx zVQXh+AQ%e!^7Q!M3PF#XckY;~KZG05 z3XR)l|NVRa_AN$@=i$HcQmYn1`{e?+!tIU3?8keX_`(nB6uh(<8}b?i2DV64E4?)i z3O9c7p*+-ArTibPzw5>WHny-|zn%%5@2O6C?aG5O ze$H!?l8C4cNFQJV=;T)uymq9E%?xwZI}w+x)ADUt2W=xGQQXsB;V=WY$;r=^wsELr z(%C%u&ES}-Aaee%lEI{3zIOi^C!|bgf0fJS)~lvT3Q>eTI0N(*00B$40w54-$F5S`F^>6a0g|q`g}O4mz=>hDNjSMn!MVy z&s^CMYUfvqb$Zr|J)zYnJzAQ?zC;l!>CTni>NkmrKNc6Wqu^dxlg+6bSo7iW@Z{L&QC3evhHkeZzH!)!bAHZW}wvbbfup?yHs&WEjWB_&Fy+afmU{ z&~mXH?SqqX3uESqrr_7=isNQ(I|sM#*1-X=ul&bCQ8!ce=!>!c{sD#w&CZ##N3hEG z(&zWUfaP>;O{U!b%Fy=Vp*b+dVW_Ev-?VOK^+|5j{q6Xqb zfAWADC76BqU{sJ;5vzChy3R)0z<4FFg`Je^#bAbG?q@ZUH?y!1Iaipjn5f|8RlV#C-AawPHO+3zv~z>Ds8Eh}!)(N4;qGGGghilbuvfGKaUAF!mOC@mM_!wvTOZ-vG z(1gY(#ZMV;yfJ|xZ~0HrL$#v<;TIW8aM6sGSQ3PUgrxg;d(=<>>e}-Vgv@L*+x!XK zZnN|A&5pf-Qs7cvK>O@VkExnL8pXs!^wmcN;#e`q1mvV9P#_jqn~UPt#oGzN7dAiXi5i*#$xHc!bog9uRgd7RN@uWjU4>CSjw zf8TrX(tR++vvlKV_1tun2pLqu&sUV9E1hxv^_(Bp#QEZmFg$@{)Xj|sK3Oo8pmeLe zg9V8WlZGrvAot&iXP7m5jPHXKt!Y3SH+EIK-y|~swvBN=ZOEjrzBo96c93RJt!Jnw zGWeWp$00k)a%teE0iD4>G<4bQn4TW2zkByCx|>l&`<=hPY257+MyrAJ8w3yK=r>p> z#<%C%GBpdST{k8lZ73m}oqu~vAT-0Znx@tFpE9^ITv7sHYZYYcVQi@KIAxF~k#@?N zyyaUXJgmKH6rlaF=rJ`lda$Ii2MA`$#b)wwZ6HChL(>O*xEO-sP+$r~(SouvuI^7h z<^S)PmGhR{6Me6334Nbq(-Li)+SRX7(4nUcz5{e#b;~g4n$3jdtOw8~7reaKKRo>P z?_WbisLTJtT{Qo^xB9jN)M=33F+?CNS^WNvy;*y@fiWoR_rPyf*sO;`Xz#^#ucCxX zAW?%TYuXqgtZfvJ``m-Xwaa(1+fj(&Et2)}9leRNva-08l;hcvy<{jwcQmVUmlj$;&N z80tC-kMjNV?4ZuPJi}EAd9z>Iq$eCE7V*h`_SP+|I&CcAfJEG{|Dz;`Q}3pjuoL5U zB?>2kv)kI*dJEEH&o^F?9@nR!hxJ=vIgpm1|{zeP;^YqwWe(a`Wd7T&#z ze6afD=vIbNiM?mB=)3=w+2B>#c}Aj7BVaxRl#`OmL^3>Inyh38Ik~B)=gG)io34aBFzSfQTiR)`#K{IR#Qt8Z`rKv1x-w3HS=I+IRWbo?RoXh5j}##k(5fSsJ2@>tFEszA;j zD0m?ThlE2ypY` zg(dfx13YkOnyx0~w-%`jhP4MWBq@P;Y}rs4kJmK-P3`ze+_!{p`9+6TCwt3)e?m3% z-Tmj_VVH!X-@z^`2gw?SaK(ao1qPcNw9j;@z0=FECv=|A2f0m zpDQK`bpx>M2JrkbD5%+xr7umE$Ypb?`|^DH(jFE%Koav|-S~)zW@y@O0{DCcOTN-> z1|4qAtu@bqO3@HN(%M8hKB&P79xIQE*OBE9mtNk`DYJe7Yi4b<5NV?n+&VM^qyT2i z4~W!$wDscTU|km8n%8-S5Ct8M92R}ZmFNz8OUf6Ab(gFrzitAy54{%(QGo9%-o0N? zLm;jODDF4_mD6x?4ypaSyx6?l+TTa!aO^-srqFRwK_Nll6G%;on1=zyNl+`RmcP<- z*_hNyYGdM#a5DrPd|e5CX(8_rJ3cl~6M2-Yo=L)v%W%}K9-#GuPRLU<&FnivT10?+ z$a4x?PkOUtNiTNM_)va>F6F=-YF=I~a$z4`S~@!OiB?7jZ^5zy*5aa{ygzk2%k;;_ zb8=3-4)1mT358y0Q)A;)s5-yS9l-Qq{umwA9QgSb3!gzGUeI$mC#a^Trl`DJ4(tv{qksQ=DL!;zJ3-& z))i<9uU?$yuF=m|&)1JPkI^vjetv_Di?Nr@H7Z{#HD6Lu(9vsI6SwaoYUlnKVi)fX-i zk-eKAl+7~U5F8t`)CV$?Mm<)4hvPE6qcNU8YGD&S=~T3gH!VA1K>bev7qTi_UO!JY z`S)dwkJaCJ?B9T14li)n*EU}1NC$WdK=%&PjQnbn2RIfIb~Cx!gV4Z0V+i~JbURBn z+UXKa0N|(BxlnM1dX%ws>;TMP^_%1N2jM4N|`FO z_sGdNPb+wlGzI+J*vgmK*nqe=G8Fuw8qm2H)IqwnUNI#l91uW(NHRP1+8@$@miPkC z!&d``H-ZLI@krR-!H?|AHxLHSr5-`=)$YY(7qFPkpn_;_ZQX(66MjRl1q2AVi5@2` zKAs$C4@{rQ9g*Ah4ja&e^Y>}r%b7FxBd6S@A)A`ze!@@+s#2U)y!FK z5cZzizh}CFD$khian>1*j?^-GxOmavc{n+=*qZ41qry+%v>Q$HY_}xxq!*NvHNm)xD$`c1E&*|Y{h2AX@o#7L5S>JYZ?a*0LgL?SoD3*o!`8D zs|Aj|V)Ndf?a_^m4fqzZxmKeER6qozAHvn`Xi>}t|DaQoE!Q(TeXAOhN?c9dh%>67 zi0#rdz29PIUv1U*u#=Rw!H{L%ee&{E9c8)gv}E>B5wuxZE9&s`@SwJ!lW`Z?W{d4+ zM4_zmuc;9P)b;CtMGmSw9=pG&$LcvrK--zo2nd|-4GiY$M8UnxNXz+nnT@Q7h~Lsxs%bI=$H=M zkoRjCI=dNhRPn{bG|o8xs-AeF*lIujR`fK&)bb$7WDBCv5Q-tsr1GIfA0?`Q&o!mz zH8^)1#wLMEyaQDPFn~SCsSY-t!+KeeMRaw86n|fGTXqDhXVdcX9#3Ij7J3~!05KG? zEN(C6u=mA>i|b>E^`wFy9h`J7M-Z5ZwUf;*w{1B zj-*@d*6&2L1qP?)mKJ5;l5|6#gMsb|Tusf?&twDcFex*$hp?XEr~tM$wkp@nbjV`@ z$MfN+^edMen~H!=kj^5g{hq?mTl7;8lxdf~><7RAv9}efqpq@r=7t7vsI;-W@0j3G z2t?=e?5gBybF#6qLDKsU040523t#Y$_l-~rL77A$?~PLdQCPM%+eUMG!m_fzexU+C zcN3%2MEA|#c=IQy&LoB*e38;Uq1@LqPD8uqO;oA|s}z&?G9aS=4{E_-{uxZ(*6yw` zRMQB>14}Xx6X)){TTXN|F&r%*CtnYkru`t9=>IpZP&r(znxT->K`NT$rQ;OX3c^i*Ypb=(U&Swq(L?G@f1a(5_=a4ky`x~sA&FEn zH5usM;{bCAw#Y#hkoE7X-9ghVvA9LX{i=)WdoS<-U9lmYq&J*b24BFFk)~bvVoLe? zf`Aiy4%R0!^{TiK+aIidB(j{rmZ+$x*n%!)2cRDA5zGUcNBXm%B7s~8Z`N0`zMPSW zpalfT!Rvbt8}BXkR|C-T0>%rd*Tn?;sq6%(CFbF{1caqg%hQed@q_-MT(k(FpY8o~ z*VN4no}+>s70Tta7PGL|Kl0gI2b`6x$}%fnv9 zbm#?D{U}Qu%k!x_stQni{ZuA5UGV`Exq=^vi=BnsyzxXogl+S=wrz<&-Mi$h>y?Cx?5~Zfk_&l_s`YOCsd@~EePL!M8L8hmfkrFFdRIh& z-tGVZ68Yko0%6dK&$XxpaT2#7w5F#lHppa=GZJ@xFFz#TLLsqYHmhk_lV~&n4V-|0* z78-JJ?w)xbhW@inUS^5UKk=4;{wLJ8O6T{{{Hzbm9}ukF4ayI-;_N5T+O9HC(;vwhFVaNJ*cjtpEZhoy>9xG)Re^^4!K%nPw+pFG2b{1*B; znZ>k8)$(xL50u5RYW<6gzeZ_Szl$6WDCy#8wI&w>hll+m`y<|CQ_mEYYg9!%{QSG{ zfIF_lvsCL-HF4noi-0XwOywz)l9ZI>C9L+q;UT04$G@l?JuBT;L&topf@H6$zO>6v z-ydw^d3yFO-jT<7mGDW~lj@75)$|w<#0sPb5w?9~i#x^o^TWRm;*X-)S}G=!(C!_$ zzb1@)W|KcIFtMZs{Qw!Z@n#nr$0#`)p~#mTLjkNtKwF3sUaiE?3^_ZZIorXp;IKRI zx$$K31T#4NeN3*|tdaS>4~*H%<+U2#2{wB<$S8q1R9ed;`(A#b7CjeERC)u$PReI{r3q}oiYxL~5qM#!uNdv^t#rOKiSxZP3?<(>=hG1*6V6*UJMeRW z1D{~!mP}OAld*r2h<8MMj0%Ph{5^KZJH8tirEv;2mmTR?!cSTZW@TpYtmUj(Z2qC3 zo7mx{N19NT^?%tUux+&7h~^)u$RYe&gTIo)C3sYL@ykOy$GQRBz}q9IbLozchu!?? zd(FCIC4egpgcf6Q-uu{wB!?%fpFg9t*M*JwofAYZwY}X_#tFXFy2tkGARUS5p3Lhl zZT%T;Z||hwLYePg3r~o&No)_NEA~Eh894o)ZkU3jeNFk*GXgsjmlF=Jy)X8auP(dS z6p!zDZ?UGAYX+$V_!#WdP%*uZz4NjtX#kyMN8%$oAvw8?_5~Ea2y+a?NV+o~9$va> z8X*8jz@E{$M2I`U71dcl!XD&!u6{#$Mzb_o>6HB;cbvFQ@3`EVB{fz)MRUXW>mfn) zIqOy3$(ifQ>A*n5=mSlO&_%vG^U@HljsYN90z(RBVFXv_V7oz*%+W3lfWGCJ4N^&Q zag-fcdjSyz0PTINYKZf#-9^D-3QenrXiJA2Wa}f32){Vi^BS`AuHs>tSI5i<5lu+pn|U zu-J@qOt~+TgB%tV7#R4d0mImF3p$veJ$q&dl^6P@5s@z$_dVVB@bn}gAlS7-!=dWHJ>FwB1`2m&Fvpd2 z>rbF+6O)|nEd>V;wsw;C>WO7NFm1@~US3xoUvg^Yw{LOYcw=OsRDRph5c2DRermrV z3-R@JxM1qH#O->ve{ipDGd9cA`GCkGw%n_2bO=pIZ*2S?znXpKo4TpGXqr2-4VE03 zBe*(YS~@!6F)@~9PaZsY2YeJr48}6|Az23d`(r`~e;mRBbMTo1EsBcYb;|iLe^^^| zbvoI+G+|IjJ9K#>1N0LhcLURtJPL8BuFI#%MDlnYvA`ApMDliT&*>^YMNn=o6O@5- zkiy=5_^=BHHX(e4>Lr-=D~O~~ogbGhmPYX9xN#W6lg^#=Uva)w){(M*yl~gts28-1 zFlanTi9k;8f%i!T{IB*y>Ghu~*VKV!q&XbOsk^{rrT{yG99#yocgM9t^rMP+YJ^G) zxwvKI|4DiovvI=Qg5=|6{(4nOqL?kYT{tGg=kI)a&w>+csc{Y%Ma%fy86?dhu6ZA zeCsN77-QAztWT$WQA{-oQA3z$T418nCKnT%JU2sDn^0@Hh@W|CddmZ_7< z+{@u5d4gEeZ=!z|@=F7rd23KrYm=~Tpd6hgwFS4a*WZ!-_~CQC?45pNO6fYJ<3Tj~ znYxk;?E{hCgv%Jb&I?ktvv^CUbk@o-69IAoUINeeNHBS|sh?AbB#9K0FINf(Rj$9s zM-a8S{{lJjV6b%Pz8Oe>x(d~DOugFTxPeJoIzzL#&;Rq*$h?bgR%4KHU+hYTV|$W2PvTM{^$8N}C>uMU7_LLm2L|NAl~G_EMwn60f#yaQY(@2~wBXYFbva({&GfIw2a ze0c-o>t^^4pjU z@Et$imcL!ELd|poZrE8JK?@b@Te;!kTK+G8l>N--*cF<3pyhVX{~>cyY2RI#dH4bJ z4d3w%AF-O@uKmFoZEo<>7Z_#=Zz}ZNIbE3U*IL&6Fg-mzE##7~krEQj8_xD0s5-EvQL?X1I}KX`e5VA20_aw_Tc4V@ zWa?!6NXoANhZaXd%y$zfSXY5c=6bMX_#%`jT4M(Y%ZjvB)KCg}@d$eC(HBK?+fH?X zphwJNDDs-T7?@dr@dfoE8hs$d$&EBOHlo|w+5!#P3tbo+t32*Qs;T{3-Q3eAI=+Yd z-XO5YaM_SveLGXz!_@rtb5QcTi8@Nj(2K>;*Ur?rr0RyRqM}HqO$4Cjr_kmX*ZA{S zbc(0fl^cPqkJHB?deRKyvh^Q0YewEQQpLo?1jI+bxHz4{mNV#1VKHjH#>nV!Y0>u| zB0O*D4FkH?$UiVXAk~DpghW4-?bM;EPIh3VcWdn9y{2jw#K-A1X`99V4fE8^qbUJz{jOW!424{{n1m20`9k^q@-#uFFZ*( zEd0RG0@ejKEA#}Am9y1zjUZv9^Q(c&2X&9v;T^PNftvaO_?XMn>B|c5)3W7BE!VF| z@~N(=f#wlopicoKE|P8nYYO9JfP{9O-HEVnI5O&oL7h-pSs7CN00STX<;#ol3n;5p zpdbPAYWLVf`5orF8b&%7oTC3f6dF*Gelv>4IvU5XKgeWS&{>r=F zhyzzlJiqG_h=_1L$Jy~>BI39J(lHn;G%@Rx6cjzvzL)agq=9#*2DPD}pg`9c^kX8v z_>j+^KflShcmf1(dtb5`iLj3V5Dw-*s6iTLHSf8nN&;%J(9vIv5OV%j$dgCN5CY}p zC@|F$NMt!yL<^ldNLjkKIuZ(19+&NuH3MX^rr}&2_mydPj&6hrv!9bJ(Pq-l<(js? z8zDvE{tn*v?vcHJMce~FTD4sTjgLZ`*ZlNWB_?wYC{WAqogja~vW+(l1j<`__4 ztkwkiAKtLUX5uTPfkLxxQfT)!8=wAfQdb7Q0Wchra3E3l3DMO0+3~KMhsVFMGo3!O z-h}QF%K>68Yhqv~)5SjEA@wt(-p@fbv&MJW$Z=B$IRFdrKdfa7k%0-nI=H}~xXD21 z1KrBox#|esdVBST5kfyZTps#feyFPxMpX9Pz|hdPh6XfGPfuWpvGMWEVVy#?zR2J6 z23#9WFt%xwN%T%^xN_JWyQvswwYe0i@hsu+v!z{&K9KBV^OKKhm9Gy96`R_wNrtJ(?)9F$OU3O~5@2*lS>a zy2{L3rix5uuihYySbrJ>>{CB5txpVUgYxs4U%YsMODQy&GhG7hT%eTQ7Zi+#6C)EK z%*D1uB=X<{z~BJ62s;Ui)$3~&qLUESZ!fKOKk~aO?>}dPxAGBuvB+r=(eI5-qKT+3 zXhQQ0EjCY{fBMv3v-XF(CSZl+!{tMJ%~m`<1h-vnjq(r_-Bacj^Eko*9d76Byz$Ms2TYsWs? zE-EZc22+RiSdl+)_0dKcVB(-am>R%}PHUrIKoTefC9K#{OH=bEA>kDf@B|_H4e~fB z&5r|i^#P!N3JvWo6MFIluV$+HaWABng7WgHc|}4#$R0`F)5C4Xf3LjKFbD{Y$DwpR zkM`j_Z4a*%om}wQ$!KKIiG~wy!2ZgiLv;JLD5N3KnOSK+1CiI-*!TuWA;GOmVENjB zuJ{xj48mYb$wghe+E<`jz`3_qzu2Kt=i?1aL9Tt|&%x$2C|QW)l%Br)E!LNbkr6TE zz#5(Hm!hNv8Jd!ka^L{;%UH-X4*#WpLK71W66~Rv2!;o4HR3QU)%l!zwz@OJ&>90a z$0g(HDtW@r9uAvi8-_hD5=m+>LY_&x*X)HM@nV~pn|6MC6uIq~U4J69x=cB45GG93 zkqpwPJt$f5a$qaD3UoBk_{2c6z4mK^rQV&!6jF%o0{O=BqoCpP)#&lqSKXv6hO zkbuA%6k7w+jg(kGmYN-`jX{%a5K#UFKIa|?DS!gn@R_3GB1k>+z#D>~{GL|!>%1Et z*xNv?fCH)UK>J#N0Zg|+Mgjbxj5=kEBOin>I(vIVp{th7@t>R@eA|2v5Es6HdKM8X zbn+3l_$?BW_REVyVPv_{`hm6XJFJGo{qsAsuj#kzVHe*?f?sgXMx`yKSBxfG(1r7E zrpY@v6!C#QPDVlD$%YceDA++F_4B!Fpy1K)3kVM8e0&H}Ko*on(Nk^B%|9T((E~Yz z`2$L!vZrqy|4~$0`aCZ$4-N-bW?*IQFPVn33e`X}?hb(?F5HG7rU}d;%ES;H z0I>IH3k!?Ed2aLDD)4xLK06Pj-<2y@ z2wizFLAY@l%+U(R7dlF+5NjU-iyCZ)g>Xe7FlBVS19j`yVmSwtR_~5JfOWJpin$Jo zW|<;T6}etbK7&ITVfL6d>~`kC^S7E`r$71PqeIFhogZ`wrvo4ZwEr74aYRy`#e)ML z0_1`0wiqiiwf~@Oi0nV`d?F3TYp@qO<`Vxh*{r|a=t7uX}=Az7jzE# zjXuD>&`B&`DUTZX{d=^|R~V!W?%d*nf+Pr1APr{_(-4TxizjFhh)&`k$9*Yxn7HCK z*9r~$?8W;?H9HR&k9Q*+452SyW-WU|7khFm{ktRA^iL4tW5}Og`(g{aQ+-pny6V@+ zi7Q)AyW;ty02>jx5{pJW*3P{PLWI#pOs9OtKzsfF@w-2KcoqJkn76Q{uEPd>X=5Wq zJ$nJRm)UAQoIe>Ar4e$9u-`xd#7@yYcrfWGLq*lx)Oivg)NUne08@f*Zoa51+$+JW zfC9A=Au|9VBkmUzq%lNDf%xDs+1A>6m5eNoI!NUjT2j9S!dif9c5iQQ7EkJ$a-)`( zR(pJ%Cw)2g{rcul1SF8ULCu|qb^T(d(SNei@xv_|NkUf((U12mO0|zupFl@Rk}jPe z9OAbKaH{JYZ#V=I70|m8^8m?5I1m(QwAe1pvzsPQo+8!K-k07@2LZe!WE#ZXpXbH- zQK}DjtCHX=Ati=jkx+T3Bh8Noe)v?ZthYqozky>;sAQ6xo5lA$ykVU%e#ieS#zKs% zTj_u)CDo=P%wjVf{ho+fpKU*B4qI)LYGri7~9Ti1-UgzgBU!tQwhKAzby}MA% z{cRG>>l$#~YB`#P6;1R?uro|A@RjanT8*jduVAZ;6#b|kB#@ER>s*bmV_aZgN7%M^ z^lf0R`p<97;WvKvu~ndPm+Hzn(>XJFcE}1oUD3W98Ra2*oMk0VhyNP+!lDuE4p_+d zxta0}+Cl!me^Y=9$n!2~aO>K0fKdYnAQ-lWkOu-52YLn3LBJdmLq6B&kK?pHekWex z!-o%8s_Al6G&HF{vctN;AKC$a&=B~7q`~juVD?t)DwP1RR?M!i2Lm*KrM(E7*vu48 zzHj;4@D}8{Mv!wsFL3}tpqLFpVY+GOSJ;=ci;Hc5+;FO1j!kCgfo-bS1@PsDwR$?o zpfdm#j+cYiprio*JJ1bSz(bgsUSBciqNaWWvks)Wn3B>>Kr8-wg6zkcR&c~#k=_Wn zFk5rvr1Munz?K7ds8AfNnSwVjJM)OjDr zm#t2r*5(pjsFcTLm8Mlu<5I?MBeyZ*(nB|?mCKq6xuiXnr760YQOJ~-VrGygmLW4w z@(^NMqe)o%AZ11=(uK6o``hk+@SLY}oHM6$nBQ-H^ZR_>pZDkW`TTrR=PhA)ZF+rD zOGk%^3hp`ur|k!I;sY$X22J=IT3T8R(6rx1VuOW0VAum_Fsbk%s3h%dZ6p*yercXV41@3jxD8oo>Z-~cO?)w3pd!v8W#;R(i9@Z% zf{tMY?zK*I2Rl6af zfy%0?4J3b{UF6;&MY^|ee$gfQ&N6h{Ccqd9KcqARa$_jZaM$JlFY z#D(9NfR+Cq>i+(IZhCq;hHKlo3_3wlG*nnE{4I~TsXVs=A9Sz%=#~?ZMV1Q|ERaZ{ ztXXJPm7ELb*7VGmqigd_>J?TJ4h%$7f$E6MnE7t)RR8JKLR{ILJQ14MLa2n4U_nrC zu)pBUocd!<%u&DXY8AmX(5$8$rAqd8vWjoTQBg3lAf`HT01#RQ;5LH7%4sHJ6)5k}_Yb$~fUyUm=@Cj?S=2G*<>fSH?#EMU zX>!C^$jmhuYKi*2HtY#bVWFw%S3ikF*51)h61@GIjc$I~;t>7R8g))6ZkDQ=8gOsT z_!4iW(+PLLRkVm5179Um7g;R@9Du_FQ42%BTWzm*i+vaqFpp0hqV zNIgSCH?&&QGBSv!L+kniNa}-V^xzQLv9asA8#_8ku-1&m|4DZKDt-~zO&5wEALLBS zV#Z&+vh9unfGrY<0<-0Ec|>E=lcD~8hQ;f?GIabqAYnk!eZZ7Q{IKBS^WOy8I0*t>P~~^wuu=5vScdi zqCdz&>&g=GCw>+U-IU$I(!*a_`qCcNr0mb>_S-@5G2nuPDNC1-ngoL^mMUA*0P?w>IkUpi zkq>%?1M?KWp3y%~itVqc)PAYG!gAwx1acFtCM(Cf|f% zV(xo)ce7Qi+Qh`S!d#K2yrspuJM*7`qmpK>Yhd|P{i$PWLp{BaN~)RJ2?PV)E&H8JtT7=wpe8!`D83i2B5(^;RWm4G$~APD(o$ z7Z*afpMHrsRMg<<#y~%cNTZxfnfK+u$cPvTv2dQLqgWa@${(<`MZxC_v;_3Y z3kCwE-J*pnSFQ4lPe>4g8Y;s5D?~1|&hzvitd|e6lu$*ayI--t-6RG*CNk>j4c9L;26-GvU z5f^yI04l6lF?pC4cv2pc>X7(W?2z>SCYc_#Q!^o*n(yD=nhxM#rMY?wH5v&urdAnX|(RmrtA?A0^B|+7{F|S`u-dA5=&q7<2S5Z+R4644> zWzV^LN0k7i5h=%-ly5+uncm*#awwskt|~U2_fhINq42d@y3`r1Ad!}VRS`l<_5~*a z!WPqN^zRQ#Pk!rga0?}!K{x1~b|cDhwogytSAU6Pd$T$J^NVY)#xTes4k5;aZ*u>qQa;Dt-fA5^a7xW<(kxP*7MMIDdJR;GPB8dqtpfXj(&e z9sCLR&wt_#9y>$`wT>z9UNG0w5?{vQVk};~cr57-FpYPc+OX%l3C}WtY0(Pd_9_`W$KJ7KVOizN*&*l}^PXUPb(GiJ^-_+E$1&A?r%#S>XR zNW-5$f1XxQFt8<0vZsMVxC*dK9U!EUl}uGfaLjsPnub_C<3*j&hXN-(>l^$8tDRH& zOg&qp%=_3G4^&|E5d71`tkr4eyCCD?xc&?b5H5%X1oj6G+EOo5dr;+Y10a9RZEWVI zyKTYs8>{egvD4T;j4{j~Wz*~6fYj~pI{t&^tY|iSH>^xz-ywn_{h$Q#stdtNr9@Ki z`0N4j3#(`M_O`RfBQ)D6AmEc$UY+@H#^nYGClcHtupVCbSOh+P#T?kLMxRgO2V^en z>M{t|fuTfzY9xF8;rNLJDyV%u0Ft+(dUIeqEExWfq8obA?f$Q0q%hNc${`1jR~Dp1 e`+vXqWV%Cd|CLjV{}}uN|F+URT}wCbI{se^Fl8SA literal 59176 zcmeFZw73cg^eg}bLR!Z_176{r zT>cCE;&qYGbWyc8b8$CvG6l&Sxj5L^yVzKMeeGuIv%Ql!3q$axCUBDH4$@lAAP}C>zaOMx;UY^AXeU8NTtv+y{bXbr1RRG8wxc@u&!iZN-jrwD(J@$WdCQ1;p9{|@LR z|Nn#V|L-rtZ;u+qb(ftpkNHM>>cGIjJ(revUp`SF7>beQr#^iA_=by%xV^)2r{^6= z0QVk#O!MZ=hDp{pAZ*^mh)7DJot>S%zvocEd=82gGc10AT_lR+LiM=38pX?1S|$-Z+f@_o^rd>;LAs@74g9K&O!Ik-Hl7?^Jy!T#2o)jx_I+X7qsE+_%7)l7)QvjDJUMtoc6`$ft3YX;uf>t+XJW zZp8|-+01`}A1#R4*w|#~w>CAAmd<=pR*tI+{I`Azgy)aGsb-*9lil$Q6Eib5kJI(x zr80E}L2tOp&`(+rqgGAG`uh6tI-cR_diUOy7jOq|Jy5NGxx6XPw?!^uZf5ojpNI&2 z3@N|Xa61*Rp!~ z%~+K`#PN0k*Al`*nc;|J=;Fcw($dnJv4ai|L)uvQ_)?FKj;yX*b(zmEE*Pj)U_e1Zfz47w`T2DQzk7|>m6fQN zn2em<-*JA}-xTxAH%v^?fB%|L`Ccl2H8y5o2-Rt{8@t`jf`&XN^f)YUbl}Ta_Bt$& zB4aNcC;IQ6@QX@;c+hQjqD4l>Eqn0&lP?2`qTr6%pDJ=*^Sw5zT}b9}d>a}Xn(jKQ z^>DKldvkN6CbS!`D6}!FV{bZ)Su6 zgCTpc$xy!m?&19xndhTfct%DOwMCdH{nc?W7`p>rHt;u&g_9ifZDefhM%Q-p&4kM* z@xJPtE_6u$y%#Yu7Al|C1;vY!Btkh^DtadNCMFam;9mrO9Ni9zrsy^c9+W=y_*@yL z*ZP_TW|Eb`qbCFU@Ndz2;K#woOWjte!6L_x3=FC%T^am2b(bbtIXsmA=OekpBVai6 zSbd~(fB)c*nQC`-Z;qWaj{-a;Vk-Loe2w(fG#e~a5dS4gtiUtwRg6fI(t9i{u!MtO z$0Fh0S^D%8Q4!g55D+{ZGDTiQw#sqz4-D+2GfID;Jxx#k?*Kuu)jUB#QI6f%KM;SH4z))J~2?~n$ zTHNGt(pGr(FEe7K)QOK)N^7iha^BzD;3g%Z>okhGami&s>?k-fzu|(tLCDB6h^_}8 zBK*7i(g25Dg(}Ty;}D(~L;t|XLdAxw3E|ar^EE-Qc0mD71~zXjJ<1sl}`eT!ELX2L5f>OETcWD>rJMM{dnM;Q`UT9%VV&0$?=N0>|Z6Y1qY_C12FImB>VYXkHJYJ&2s_A{X5-Ty$7$<&r zOjWCiP>&U{2i*i>?yd4v*)b9ji@Na z#vFz1{oWrxuymPxGU7^R-Ipi5M7zpUP4ddeI{@bH7rNf2CXbB zgIur0g@l%@j~}a(jh>&ULWLRS+M(y?5Z^%JNbR?{&y~BgvkZE#_B%}BgAPoQ3|f~27kGd!FT4mw@)e?uc?N|(l|y6g0*mGUhO*bFA^sX00Ht~r-yh)=1n7ykF)E)e%tU%qkQ98N!HZqDBs@LDP_ z)5>GB@P>2vu@3UXK3D2j83yuoiUkXYWvg)j&Io58_g# z>y>5L4YsQ6Kj+F-kq)53r3Ef9Tb+jDsIAGuqF?i}gAJy}SG+ysZrja!pAMpvam>uh zQo8w{+K{_!1?{#Da5d((Y4ES!{Vy}WxN$9eSGEXwRMA74cBv8`Au?gO^rc`;44p((5xb^brM`j6%JkVT&FjH< z>pfT-S93FpGT-^&!wCnzM+t|*12IR*<|}ogQQCK1INV)Nj|O09XKM1;M0r{ZV$u5a@j9AYikn-*^erXs z-Xd7MW2Hbh|JqH|H`0_2cHC_##mjWy~fBc72eCG$f4?O{7s$fh}4urGq&5R{KX{lcvk9D3pmE!o~$Tpe(o>&|e8Y(^h1 zy`e3z+ikL?SoX-nJUHnzKy-01wz;V~0x*o6xz7D)x2H z$)VqaF!8IW5ivjtEdjx((FwwzX4{2;!DN*zogwgJYyHCVN@hL7ON(T7Db%(BNIr^P z2bs|0%T#XR2fqx3_Sit=8LGh+u6o3ydoqU%)2^g=@%qIC)c;7c>EWElpQ>Q|#g`*m zlv^|-hCuhikho@OpQ3Y6(^nrP!Mk6C@!2(jvb7`**HHJZ*=5~72QR3E?;U|_ef{6H zI*f5vdDSlt5Rtfl)t@p`4MjsjIvChj8;SAsq#q2AQAdh8`>>{_P&Dl2$)L>d5+KV` z{&ahJg7b7wop3+X@t{I^?ScHcNVOfBOj_T`!twHVtOiozWbreFJmp8b+LCKZf}EP% z)dA9I`X=vFk(mm!9+a7;mcq@%?AJ~AcHl8xeZRlXQyj^xVy5o}sVrtNsl24Gs0F4c z;qO`mnVm+?Kaoc99HXszyh$JRh4d6O4R$S6hStKVDUxCt{#Hf_dl*d}HwiE^OScA? zk9(rED-6F-c=zw-a=+`;VF=wx>ve7u*T;2M6SAfj*4Vgtg9A+2N@x`tbx?zz5T!vW zdlp0-GY#)go)CDml^S!8k6^51W37hhaHZ(nMqAa&dVA{8jMAW7vHQ!JD?z`TH<$Z) ziG{-Vaw~qf+YTqqVZy8XYDk8W#Py0#9$PpG-$w?OM(WwkUacl;Rcd5yAs(%$O*A#f zwpP;>Jnk%sq@Q7vX2X?cX{~Rr*A8w-bd_9nzUPIoNs;-{F{m2g8V{&rA&~6o1b_Da zlt4V3`@WVXzOD5W{H4c%?9Tq)_ifmzM-~a|-eKGc5sqk&Eg(`iGd&9r?v56$QfjJ+ zh)TXjrUu~vQp6`Nj$V49MgrBt`X89r^vc zE-V%`RF#3v?Ids^Y?uLT#>ubKzIFkvyggf8^{^u#^Oa=I4q=A#uw?TVm z_jF3p3YN+JS!f8s?YtM~W=nY2A z@EV1G$ky&C{MOYO6pS?|d})^VZjJi7?ly!exqm+UDXwECHl0x{k9&=H=0AxkKOaE^ ziA~e5gqI*K`?W4&&1$x>JGi#cXtW$$(f{}!p%Ms%AJgwGwCkYCrWPiOW+)Ib;!@+9 zXMh`>KQOCnRg0yOdLws5VOuPytTfs#ZA8b!nr(=JrI8>#^J$N*e}AUdeorlY*0$*N zdqF5ueYAry}COLqrUh?p(Zj+6WisvJLB7Fn8sz5 zva%ntKQ&`3K_v03b@*m~L=$m0M%}KzCG5T(_oqksRzUV*d){6yl-X)nYIRfA^I#Qa zw!Gm-$BOtJE}<#c0Qn0yZY4C}5ly=MebqOsGQ9I0K*d zap+RLENT!-J4)wcVPZ^{hp7BqF;=VIv3q2cT09r->ieYhvS$im$cS61<7%DO2EXVW zcD8A@%7MI8_B1)GL_5Q5OciVXBAP422vnonLFMP&vWm*|pGF0Ac5}$2dl)8WP-&%l z;3cfH^jVVcJ>(=dB8YoUEznLcSXil&7Z8%VP586+4nGYtp*5(J52xki)=pP_&-mQR zzs#Lf%y*TxR`l2n=l3UDF1tMGm%Xv8fv0)w1b*na8T>LUguKL+MoZxl^uODkzPqv- zB2jZYZokep5Wc#9LKH=alBWWNN3Ry66w68R_s&jC-Qi)i33P~-qdZYH=NTMwL98t< z4j}6)c4}h;@p@&an(F>Nta5mrGJ2%~Q_0Cm?FW~ifX{t-i~Zlh#UyuIE~53BUzBwV z)1I8xh0oOO1H4X}PrHy0SXtWhQw^y{0bTAJOLcJVeWIMwVc@3><7QW7>JJN<_J^8i zr;^vApTha8F7dDoeDh~lrD8tjukkhv51f?Gk219WR@wRZw!e{~@x4NxwFaJIN4gBO z*2Y7CZ)ddTd_Ld8&5m7$>l7spq=fM%wRksEHA&riMyQ5XcAAGZOpJ)ENf+lnbz#BE zv$=wh&+1~7o!;4;qo>Nq)nDHzXE@ulR98$?P0920XCpUAw?mi7xkcA%sGfObvvI8= zlZ3Q5LK%V3F-3WNn3h{f^(c+89uDWrpf{A4E^YzpP|D7Hl!|tButTsFbGwu2)vivt z!-A=mj0cp;wN3a*%^x=VT9Z##+I94AZTd;M{mY?>MNC_cMR;+l{i&XnR`1yUZ z&up>p3x|9s3!`VzNNE>i@aL3gN|2J$kbmdsy-bQtJ~?^d3BZ29Zbng1Ynr|Kf-Xxf z8K0}lwGJaamIokMvwuTjdsC8a-h{SXuAWt=4tpz|*q~S`#a${>UDl4ObLebdv!^@E z_GPPccw^npxEb}9IR@VmXUi4+Zixol{(SkXMxB9CJW-Ex#0NNx{YUjwSdhK z1Sqyq^GASJN*l8qGW(PG5 zP*>`pjcltRsmhIR+#dnfg2T?(DH%3k1+{b-1*e8$oencdjfVp=AUB-CUhV$i&lDK7 zwm&zq#9CFq0uqg<_k!hv(r!X>@iUjCf&RocriZk97OE`WQDPFVG`_VYeU(6c<+#Nx z_tVV&s!vyUS$+^R0@y;H{>WV8-67?xBchkZ#B8gR4rsxc;dm823eXR`FjK2BKDyQJ zkfn176YW!~aK>ds{mtGpGU{8j)TQvEL@RRZsxTec*mjG~`KJ^?n>Cw_ljqfp=_G+u zTKDGfV>15LT$6n!CTdrYtw(GLWY(*?rX?-zVK*N2oeXr6sL$M2wVvqb#VAXTWqk$U z$$Z3J<&BUdJv{@U@O$*|WcQOa29J=zY=KH1NT5uiJZ02i17GmP*@_)F{VSWuS_l1L zI;ZRkw~gj8DvLr9W(6+JmyzM==6AH9FTo}EIU3K@EReB}-Ke^(0CULcGUk~Z3%oRmdK_E`2RZsuM z(+6*tLmtmZdaL3h;>j)q==P#z_}8fbefFEI+>@&Qs#2;BJsj^O8E zIB+Vl(fRrn+?8&SsVJ$8rXHE_sq@p@2O11a$DhZ8hAW72lb2?O=PVl;?i`|`YE@oy zdSEhH*o$+-<3YN!^NjVO%K_&LLa>oksrtb{YaP|ge70n?VC{&QSdH#YF}&8HMf-Og z%R?D>JL|he;7tCm(b0h_Z<}{oe2$Kzwwk^{GIex6Nz=o#CX+TJzD69=&OGbR+CgFS zwfc}+m?u=(S`++>gtZE!O_-C zFNw%+4hUT{gT?H!#Vib5!qgu2Tj@OwvFvWC=C&mcDln z=AV9#Cm#JjF3ZjSe06jPz2v681<@EwyzsrdDy#N@$MFbYPn2JXS|;Pw+d9RRSWS8Oesh)Nirkc zA#u}ujf#)I_l9R)%(9v)Z#8`8D{UW32-Ram(_P|90J#kJW8^D!6DCpqn6dPyYk!D+ z{%W@4oGSnR+*-^?Nv}F&{P0g{#KgWH4|kTV(p^GSv_DF14xH1!T|rU85#L$^EqlsZ zSCBPUXczXTwCY!nC|q>3VKW)!Zw80)t9-mtfNP z9CO*hQ4XQbT`Gsa{XL*T1bM0c@~84Ik!)K0ypElU1;9<0Y;tIIO?W)N+a4p_joVnP#o5TLP8ZA^XG-2X*a_} zOXu@|+oY!#R?61%sf9ClUXzojms5OHo|*&6ac@vOf1b|V6TZxdrDa5KKf}JmJALVl z?K>Zezd6d~&fEr1ZCPz(iK6uWYOtmw?I6&8jtkb-zRLUzzI8j+1{--5uN#78yzY-7 z&8Pl|yu?5frXV~arB3RhZd-!`zVmXrSi!P)7)JCKX0 zNY&0IJvTR^6H&3=HJ`s7ydvs&h(N00FIOnqf)=U2TY|QI>MsNn>+gxUd~qqHdPkdm zZl}!r>i-gcWi^~2n>f7Mo1`9Oo<)$@^`g1*o)o?sCsPj*DSE46U4`C0E+P5t_hma? z*Fp;EtiIGqCca+^-fmW995_`bt{q?48RREvFf2P}VxDTTHXa~jU$LB~`J?hZ9pjH= zO@9GN23}L%mj}Z!a4EW&xPMUZ818*i(tC8JLEy zfV}HwR?^pR|BNM;SLI&vcPv~9=|s*U zXHOmOA+jw0wy_6fP`owt=ROa7xbtV!WorrQ&T}KMs6d2~TU=FHt+gIGBO)t16E^Z} zeRyepkg;c5SH3_n-zF$JQ*AEp%~idu-^n0}|H#bYbl6LlpWkve|2XN%*e691{+)Bf zoYi?@&Z6a_?L%8 z5lAuI7>q0$(Lo}pDuQ0c+Y@=F{blM2kGeJD8EIKr!z$ZX?o()+0mlc*^7p+uKEw$7in0wT%D^AssU(f8jSXr{MD55qG4Ov;b_hTlY`s~wk z+V*a%WXVW`E<&#-rK~I)Ws@MD?Q~Nc{(j6!cgui%$h&lGRkGmSvCv=xPda)(%~JRK zf?w@>dq}0bZ+94lFx^~5i(A?i@pv>vf4|He0c`D+`<%*bxf`qd03%}X4k=^23;eNh zs%H@?X&`iJt8d>i2#qfIdE_Lze|*+r?=F`ymo-WstgxwzBz`K~KcL8o+SE)7&A_A$ zvrFO)9_!!qPl!7S<0n7Owz4Q;<2Bm3<}~-&wr?kSw=ap3pX0c1m`}#19g5o1zh;C4 zy@*UZ4waNcBNURPevtEP5)j&R9hl^op8jw5gD2db{M%%4P&lou8bdT80Z1V=Kj?b| zX8q^^P6e>w59`R_D1sNc^cKd(hw8tK*h=O)HZeJ|+)s3ywuxu3U>8vE6F=-%RIq0n zCUwc<(4@eF1NirOqK;MN9bm$CX8}*9*fJHUbo19)+COD{lr5?fG8bGiZeefhcUY8a z7+5=s6{#Hliu_EC_!Es7(Qw;!<{~h#t)wdq@p+;*VBU@E)=h}g)Nk}+TkZF;QIj(F|(S)%TkTf zN4K#wY90JNmma{}I_&*c()HnO?#V!n_RRfiC-pZxjgf3X#KE^$d>e-~sg{4|zgg^f zfa}a)uMjg?;dZo-v;*~%MQ?BE4(S{Rh2|6oV*U}Gg~c~yI}-gMMgW>k)8kD!+dt?wQSYjnicO>q2f zAX9`~ym;orbdzjdkq)TS<(U&tOiIs(jMnf0L`Pzq6~bmrs9OibPT1wqpuGh$*jnUEE>Z9TrU!xx?+F)8vr_ZXAPBP z^HwuGT(^(0c%1Sv)m`|&H-MXcCy?o{e;j`~JglNsNmDP(`?ID7qSfgoC~!Hk0c)-U zjLw`Ks}j!FpHWpsM8aTcE=`m^Ehnn_I&kt*b`6cyRhkO)_AT#PADEN+iOx{RPhX$v zGpvsJ8&tFQ6lPYvy|pso6=arojD^TKMo52m_cg0UiO?t+`E{;7hCs|__%ar$_f}{$ zJ%!N8RlONX2nlD*%Ph&gBj7&_;uQ0rHWrxWr!?!V3GAO9x%^>It>a2n{%p>#2mAZw{&b#`d zw_CXzHf(<{TA4$1a;eI$UP)}l|8uF7v`TL;X0Bo=XB0()tj<_%Q-^Vxb?my1uSgpZ{zqbr%5L8{uf^rCkkex`OXntLfK=8%!^D z&bdABVU0sIrbvcd$<5jQs8NSJG3pzT+`l^~+{VuHnl0`hJByyiH&-GTfV#fGJE_J6 zrm`;acJ%C~E)~fi*94A7>vB}lJGZCPtSexf%GWraF@qSUIXn5z$OJ}e=k`w3NgP@I z*&cHDEq4xVTXt#2yrzjjv#wDil+0Tl3@4^(YM81|fb}wPjEdPcV1B|oarO9MkSDC@ z?wchuB3WB$LlRr@3K}UW+`m?=P@JzBJ5)xHwby4;!i#);{xfNa0ZKEOI*3Jc^1f%Y zw^AqZeCDJCq)T|s$giQfP`4U3zA{YeTc4JJP&_}$T)MGaYpsj4fG)6-yt+jujQ+2s z5~S}7MkN5)bBL1@%yc1mU#7k4%r|pfs=@tW?Hx(^89YxO4OuvoqAnpY-rk1b41|*O zXc&~du4YD>HP0&9#0j_nZzW(uB^T^*>NSnMDYwmlbGDSxPW0Hn#LCN+5>B*p8ji7ek6JgVo`fLMbo zb13}T@4D6?M-2)F^VSNTB63vjUw>4Hns_p-gje`sYHR$BuBDJZCZGXk;CB!ATJf_4 z8ebW!)WyoAgn}9cz^K2d*yr^$_0+u)lRAHOPx^}Un~_oDmN|AGxy3uiK|JAj7Oye6 z-wIfrPiC8APY2bS(-s^skEVY{{(iUM*@5vK^NjsO>)-of2CJc#GP%cQ6d(m*>qohT zB?!+zb#9&H-a`g`)3cNQgaI3h$wX^@y^-6JUF!PmT&{u`72+Zm)A3=`2d`^2hr8}R zX8cx6LA1AtZBny}bANIZ;_W+Tjmu28@&G6QL+aQ8^b?;p>K1eCKLcctW#m2EXNeHm zYsT#>(@G8ID{X9IW-CvE#>=MA@yQGZED3Bcv1o5pEUZhLB^x@P`RE*6%gl0#!)E(i zqF=4Hmys<2&#Ubx7#GA`%1U>xH{Bf0c1dcP{3&R(qt@ePh2BiO7{u~#>q5q&>awan z-eudS)5s)h?Xu;>>!>P;cz}vk&>%fb{bHw+`jnb|WHx_-Fd1gWz*=28#`J>_I z#t(c2lp=mN z{!!W)RqoE3#K05s@YoR7Cii))KafaHC`i-{!%>y^NXa)%h2nSq-AkZ&dvP&BI$a^! z8_^V_JD?BRG4~xVtf5_AJ<(!}iLqG)2dw@GtL&sG>JHl@M&vg{87-M%bv_*YZF|G# zhZq_pRP0J-g&5KRtIB8Qyu!wd8)n7R?pb^1d*g7`;p_}9gzC_GJ8Xnbm7Kvkun~;u z{Td@{uk$=eKxi3(-DBv^db@{vFIV>WSo~fh?SQ^Dkjil%;zzVvmgzpraMI7s-=?&I z4!u5Xi~}7Val|ZO4Fkm;d<|C)E133p|4dZ$1r* zS(Z>)pH9BF%-32vv)C;WfL~uRj;G2t+4Df*UIB~bVx8AeZ<~=d$#6vsXyyfDVB%*E z`K`*RPEb=TbS31jM6PrJn;@<}BN$75D!JMXO-$t*fmKZ3cCHiT`%*z~V}5!7Xh@Y4 z?VrmkpE_1pqmf;sQBra`xiiNgr7^b3k#>LAu-StJe%;_wqK#?0`fy{gv<+FzbKfth zr)C$@H+}pa1Ag3#h)|P+&NW);A9uIq9eqA#ZQV&tUCM3J{bYOW{gA+o4lqZCAnb2m zJ$0P&&v9Sbip^Bqt>%WYcf+#JK7O25J#yOU9&09n8Q){cJY0o+KXX5!bC6-=<&|9Z zKt|jfMEAYJ%iy!R+(Xi9C4G*q7N~10vhnMqRV;0>aIkXTv^O@MhL&(`Y$RoW+D)S& z5yknFk?$&f!^`r5KCqG}c4_}`@oe5d=5n>l)HQfxWOs-A!Fc|JRxX)9L)}9H!h5LND6YA6;!rpfU4t#_#UWnc!&R#=t0S&m zlQoO1AD+n;xj+0EUJmE$=%CWBbDXGXPh-~O*!+5hf=c=v^HYu`Um}yLH%9xK_)~L1 zP@g`-ASF?-q6y{3>WbX8Y+CQW;=8x(h&>YciMXPZx{chwNf9m1l zBe>Mrxa6e*hYRveW?8e6r|pL+t#qbrqMrgLB7EZ!pKF04K^HGXL}eJ0$#*b z`O>lDApeE6odlwIBoCugtSB4KnscDBg7sv{k#VUt>ZE$**60W?7w3mfc!jNysZR}n3*lqNaM)R(tRo%A1K4RMI?ewn+6SDzfrIU zI!@S#NJ@J`JueKu!|C0jS>ge_0e~0?-1*FQGTe1wT#ilb>!WriHtqN>6=>E9CCi4t zTJ`r|VdHdbwNh_)$hi|_RzR)R&;wsR_&utrZUUkfqiI6yfGS;KaMaCdX)*IbrzxU> zRnOCOkf9FST1G?y2{0YFOzhXs)~MbW0WO{b^eUrrw}GlLaH*#SEOfMFyguZe_mPR! zVRBFOo33WWLawrAws|i(^=x@fm18-JX~Ti_qOv1V-}{Ay=7rcE9~vsfnKZ7(8=L{6 z-GGzRN?L#q!abcHVt2*2cV#yy<-V0-l%Y1Mp7R8573U@cw1wEb07 zXKelg%}v+s=xL=t1W|d9hUrbxw(w?u`9jajB$_ztW5=`E9o+sb{Daz`qCY(@=cE{} z8OX0BCF`mBT{9{H1svJAkYzS&7IHUh`yza4%gkU%$c^Oq_t!dn6Xi82t$UoKRZBX7 znw@qZeWGo?;gPF<+UWV!X-^i*X*UE9XbzO46iPsh-65YI7uq*JCEZt(GWrO^z0v4! z^0RXT21ta)i@EYn*>3^6UKa*+?O!E|$`Yh18W`$hCTs>EI^kLdH1F|mD&(9*I(%vg zXrdML&8Fwc^7tbktEe&$u8SOi`lWLxc8d6U3e`$NH~(-YspyskK`vd0LfYYr)$J99 zC6F1tR<%#fh9ZxJW=*=MgEUrJq|-mw((HSpxgn3=eea5wgl<09m-Bk)ruF7T=nIYe z1h_x>27Y#a4KuhA65RCqVIdEgK{a`X=voC@K*wX|(}m}bO(ybZD+_uko>wNR-g`G2 z_Ua=%10f&&Un2uVe=3Yo6~d?t47k05f3IS*^Eal_~{M-(&{(^5BHd>$wphYxkv( zIcui1!>f$RUC@~Ad|A2OS_w+~zckmTCwGx<25%l_j7@Vy1Dl+Gu%;Y6bwh5yZB!jD zJXDh9iS*7@?o@ge5k_EQzkA33Jw~}5Sui#1erIjKU8kcL`gb6VM);l3hs>NT?1HM? zA3CjT!;!lk;gv&4hvo)Q^itt$Sve9jeYRQ!By0J$ZrZNeU4fATTV~XEARD?t;3_5m8J$k|`{iCkz%^eq4ZSEW1pog`m5?a|> zEh3XwvIgxeon=;zPQ5q~n1OF6H>W&NEcYhLqYv{UZkAjG2m(eqgF#~~YMM#`yx{S! zs|-2^yRHn6bRkk~V5=mjPJF=M0NZ?tnEjqjZidYp^xaaTu6=_j@j+E?qfnvhRGIBlb*4@tkyuUT1Gar=zkg~Zh5@TDZvB?Pk6_@HIMPe-%j#N(_q6aAJ&!#@ z%hpC~R5Tj|Vcg%~9%` zzUDuh_3%@C%0QyV1sN_%Ozp)_>?T7g42NqzKG^p^0g3+a;atYRn2-!U zIAa?kI-eL_Ni1@=1M+zk2;+1ahjQYZTum_cD;pnX0&F(tD_nyvtO=YGrlw`!NjuJ?`$A&axu#h-Rj?wmeugo_b>AX)oEx!Hsa%qx2;+_mdJo~flz2n3e^Y#6{dLG%fN5HQz_;q-awGEQ#n|) z^E*zluu9DrVs_R|cUxiVbFq#4$AEu;_DBEYNBXWSzY_1@&Kr*=`)!MkyKC9aXImam zJ=goMrka0G8fOP(0Y<=J{q~Cu>Oc|ub)bdzyw6@yNl7_C#Qg8iCY`3jG5O?6Gr!w6 zpfOERyFCGQJ|QFHNvAqwq71&v{FM92q20IR5kg5f#h`}=Ys8)7yepu2p5tBP6Tr#$LK=iz_Ll;SW{e`lC^hy%I)bF_A73uVUlmJ(iOo9xUGZ3?r#MqV) z2?^COMT(5PB*mT(7*jsXLM}$z(C~3ZZH;te2mA=3raj~!MiGIIQ^!p0%a=eZjcahOU^J8;?u!4Y;70Ja1ynsJ1oK_t-!!RLB?(qxO?tYOvJ;X3Vw*Vh611o$ikt zkxw@xSa_HBy|kD(c}qSAM)D z|GL?2npCp2;utn8Cv;~4R{GjlD&+G0dsUSopTXljEg(R{?gYiPEyw{xs;8Q>`4mqM zndNU!>AFyb7J1vaXFfd2_$?v`YvFPmu-sd0#ipPFg3eRL)vP9GNCfU8ihDuin#8+= z*gi#S1&^l4JsuJ>=P?l}nQE#qF)7`k$URLGNgANl-m&RberO?OeZQ>Q=a=MGspt-) zBH20d|mt@l|a0KEy2td?`uy9vf7GQfEZVDOPREWuD;EU3e3~k3513z*A+8#cGs7jj~UFLMyFRcLv{= zV$`6V*^hV1A;iF#Yg6}`Xjljkqol0qDY_Cs;i09u-7zeX^lGv$Eas+w;^Ggh{!fp? zOTcJfC@@<}?f(FXVFC(@krnr~F~RF)dfm7Gu2UdO z2zH%guB#~2))Yf9LS{Ap37Ea&^xWzvc~fFbEK~V@(}6#k-3*sTJEqv@2tdJ&$WS>Ec&J1F%xXp$nz^WlOO7M)?89o8FU}+IBDbGgMhG z=D#7a((F;XAqm0789T`1l$qt|qI*P<0T7*-UKN4WFwS;_uJ3(FT@?qgmhGAT9H!%JqiD|CnIkQC zE-OVoEeKV+V@HPeP467BFomMhGnL9I4SgsB!+Il8%3qQe47}&!IO;ERaRw3Dr zto<%J6xtp_Qv4%OheU2qCEn2qUB@=e67u!f&2XQuF~writ}`4< zx#Gf=qn4}m!h<7nQuK>7W_BV{pbD;^15>X>ZaAYbc6j#{K+ydUm0tZuJ`QJZ*w%YtHNeLC)urA6fwR zJ8>nV#E%9XpAXA{fOic2tFgPgleD{K4}Z`5uDLr{I9q>r^9m^2n-1U4tazU!HtWv9 z+2~wS0H3xO^z;G?s zuJ1AYv<{FVe8HTI-;EKJf=-t&Mfqotfu0_6-XSKRDUk9$%csUsQ8!$&#&Gx9XC_-F zKqLZ%i^4fs#;a9Y&04Kvb4=m-=Mg0u4 z?KHEOX%{4hta)smz6}Uw(kX;T@4EoAPn?Q779UpESw703hQu=Y1a03ZZrPvj=J?^o z0ZIav=^2I=2x!wiSFhB8Z%+328h{Ut4hg(^`S%b5=L(B$^PueaNfWd1rZo6ex%8PDvY7=0dI-!%~zyAR+p;W{uo;S%6o%QsHC6t2YIHEP* zZiyDa?^Yayr!>XB*chhu?SA+%uI{~qpCYn=AnJCs1!pLYv{fWw}|EkC2(~RxM1#DaGy-z7Vtf_jx_`WP;c2d@M%l%Nq2j~rGe2ba)KLspL zXp5m%LVvW$aSIsec>z_6c1oK!Q@WN;s*u0UgBMi+4lVYIj)QgT<66Rr@K`!%;7N_{DTn&+*dqFGHq`$YA z!>s!wBd}OM`qzRz7mGVlOhv>1u;7(_-0oqbD+B{`ONGR=v*LM^zx&*-tJgK9 zz!+54TZX%`lr^vd&APNSL;XXVBt;FQ_eQRx_nkj~y!r8ER_Ab7syStKg-$Z%@hxBD zvtM14woK41SPJVlr!EHkX6;}=iqgSPB~(G}(BZgpdpdV`4(GB5T4!+ZR&Mm|knu;w z^|5s&qCkBI9tRUGQpu*?E7CGJnX90qIQ^r1DzMgrPD1(0=`e9Pe|~Afd2d1@@i_HZ zmeq;4Ez91;Cizl(d;5*?1cQg<+iru;TOeH^JtN~)k-?*d^IyMyv1wOCOhuj`m!uLe zBiD~{hIN1V?8J_4M}L7g>67P6W=(Zcufw>S{;b`~Sp(JFrO4J9yKLj>`8T)EpdQWD zQH=ty!h&YmT=6D+O8=CAn{&jltXK4#(CdcRZ^lcw$i;Y-9B)!><+yGyEwI;Jd5G70 zH}7!(zvJ+V6X1jc&{~0~<*)A0(lwDu#cS=?pOi82yVZU$f>Rw=Zchp_kdk@>ktXq` ziLtq1i`%`xpOuAM$mMRUo0(ybcB{8Y6tj)FmK7ccXI-d_O1JFatmXo-U|#<`ly({gEnvp^ik6bNQR5cz<=@ zTl|om+zp`|&8&rWKY!r~BUhb-F(oD0eUW0ZGp@PDd97+O-ZC^Y(s=&&2j-*sATt9; z^aY+vvdT$qMX3bxJKAMeahWkz^i}z5tRaqjysFlDc;tN!m%F4b3c1TpHHBDb+5Fmz z&Gfjqaz5~8*L#N?s>MEhbo<@1Q;wLtkyEULaPH}udjL{t*!w3y8+~bWZ%b)Yt>28} zT93>c?bF}m{my+wW=Uw#$eouEru;l{_5PpzlzCx$O?8h900{Db=ih#(cfOswvR2&pRkZ7|we&%wVd|r^?O_PrviQoU}boZR0I;%&FPaFx7G=LZ3-_3!``wgD?e=m;w8LJPz^9}n1&B;RpY-^;t*7#(qBd&@6S`Vk!bo6voX;!m z{?|t5`YNg#@=K_hbQ+EQSW^>`<|-o-a8i!JH2-I$d9ADxNqlk#oqcbAuWRNLP(jY zJyK%i_J}sg6!+dQM%K*g7Y=+fP>_^1a_zH`@{(dHBfAOzt#rnOStlXtGD-7t}DM3rZ5-c4&=9t;NehyUwCG{ zg!)|=4a3dv-(MNbY5FJu_9h(nxx@4@xXMrPpZ~uHF^`onN~&NV?$5@aF|(HY3*~$I zM$c=x4)mnhSvU>)l|IEbmU+Ekq~-XK|Q@kA+K5I$u)kxf@kkz+!r*1 zQ(Lra5r-wsdHg|!zM+K2ucMr=aYMY3{_ifqELMzF+=Bay|M#Ik$>aYTbI=x_>{t34 zpu7C=a@8^>aLr_g(bnHv^!igh^A#UMSWT$|7^aQath#SbX&=xc=0u_kRTi@pWT}Q5S@tnN%I9q{1cu+E67`nOzOaN@cJ=5lwn3qk}Eq`g;wO3(l0=>{tsWk^K0cw zUUH|mnmkW(()o$lxhsd+=oOkUC3+r{>`O#j*=4_<98b3s-mf4V=p2hE-e?S zmOYrqc|mn?E7n&NAqbfy0hOlF?fiPKN!R)#WDih%i@%07^k^^R=FIfeS{kn;e;2J^ zHb>ZO_^^84JWb@jozJYTZcgfY;l!Mhukl4PO*}1e{7mO&fSO4jKzgsjOh0IUl?PD@ z&H_#qpFq&$E)z@c5d&UwXnv9~O+qS9uRt+p#(2cy$Ke0sq${UeOd5MItxD-~00A_BrwPLtDFCe~00Laln`GuEt8dtMNyiUxzA!%dhdsw? zTexyipRc(f$c`CG7t{yxVVY4Pz(NM%_CI0FjHh*QCc9S-y056Q5 zq~BVhhUXsTOP_{oEC~X5NbD^ARhEU-!ot=Sdk6KOuP~yfs>Uj&l(-!;+9|CQQbKmO z(7T?*!cLgMX>-%twcKKu^ffyMLCX~@1Y92a6KGz-2qT#P3XsRNJr2tC|NQ<|1(}s8 zpt5XZ<)Py~Rgu8JRaYJSg1^0>y9scUhv~nrTpK3cZVDwN|ID4;^z~(cm;dt3@gQzf z3e>a1KH)k(n3-!@oxaQI5PGy6!h4^&yY-~Fo;)eT!Xq^1hV$fR2^bAzy_C=H4=}%= z76BezFrZ$-m3=<9LRL7b^;<1|o(`6F1>#lGvGd%d-P9kkw$}ZHmOt zc&WUcnaP*0^zmgKzg9uKNY%=4PDg*AaV2m=U*t>u{*t_Ck)$=k`u5bjEIe_Akn9_B z-pP7d%!2}-m8X^apI{F*RNj>%w!S;IJ#ye%T$l4dcTsKCp|KWAjRaG-9jTV`u(c)X2`b;n~k zA0LK-q?-(dl<{rYgc5lLYX=WK%4+s2e5%X3zB6jB3H$-QZjawLth2In=0%%0Pff&? z?cEN$p|`K;V{|jeN_cO9lISbDR`xyX!k%H@)(}ha%QG-yLT@lYfvns!gTWbO^ZOBN zPaW*Ijm9EpABgy4}ZqP2{w836K}VpAR6P92d?N9y$_(;?K9b|*k8A17`s&D zF#W7ye3yo)zD5EL21qTJNyj(78PoD97!9|+@~XJtNfug)YxlFB`mz_5`zyS8<4z%4 z^cD1#j{%-LxBT()+*1~qNY5}8JX@>H!f5>rh%=ed9NOH!&* ztD0$fEJ>}#zR8vv8~-@>c=Rae&b+1|bxw`o{ig@0JqOQ;h!Y3=$A@>d0?TI_rj9-s zC zjLPM|_w=cxiRogYuOC^rSQztIqbP0FziYR7u_7q2b!&5Ef6?WiU-7dP(f91^vQUv$ zd3s&J2oN`*ahnw;ZH3plWHT&I*PU`2*;(ap+xUT5X25c4At!#9m`>k&cv}T2@e3q` zfDCU>2=#oR{HnE;^ITz|sCMHUS>}LPg$QBN0Z{{!KBV+~ueNj7sS?8os%h?u5Y3Xk z4VI0G<-pWc@H>7-y-KQ%hict%#BS>Q$7k52@K>HdsoRJlsVQ5gh7RW`<9?dsbJKE( z0<24PwH@8peH$7b!&90!D~yH{D5l*-;aU^loGJXP7cps^!Kjkz4@Z~D)Udl%*K|99uFV}jUbT3p@J|?VXt(6T!uCi{AL5(N2_<1MZU3sj8x$_Z|MzwoTo`#%0&H)qv zEGs}|aP|ck?;QkC9LU1sjq7!miqysn6zu!2T=BXV1eZ>b<<%|^Kk(m7%Efc#AS-*q z^{Jdt2k#IoIl#(cz(wbu(IG}$>JF;{CSjy;vmUi9uLuzO ztXIes2rA0-_h(*wO$;L1Nu~xfvtNEftVC<*l`r{XZYNbxHCT}~H!BxS4EiMj7ggT! z@r4erd|I!g{hW1Fr6feZ;36p2k6iSE7C`Ow2V+5it7y~`CMg2@u{gB&Ks$o8z|0pX zY*+?x02Ak73*f2pCMrLEL8jzYCQ@-`Btag^ZYt^N~xP(3;mQDqUw;O zVj;JE$@6rg`By%N_~v($$~FZXcaFDF=lGwmBLIu^CInP|$Z;=ZsPaZ9_a$*$NU|MK(rgWVs974YG1sBZx z=Y=A(k#rAl7ayNh<_FJ=FO`<&%C_O)`ft7crmc8GGe2i!x=G<1pTb=5md%|E!2rN1 zmiX6Vu|7`m5v zUDvP%@nCxbdPcRlT+J`l??88?uFpyufCK6Xn6$m`p&kNLKw$Fx6gvi2r9Ax>L1aUi z_tWe0bMZGuh}NmRI+vE5%M1zWyBQ&a$UgW!i=V!)y1ve-^TNG0(tAXxbxW3ckFNYkL7ad}*W{oEp6{Z*db<673x{b_2?6(87?kYYN@Z7YLA$$u-7o2-as};)AsiFUN z{5$_h0zOlXYk|A_u73coU*0R?z)52X;;a!Ce%oM3g&M)T5eO>sQC>edQJAZ=6PIVi zwV~lKU~r(Q>^0&n`9cJ|?VW9XYigOCe7C_HOr4E*m4ph ztEelQVrb@m$4$OBL@pX1GHc#kUAmN1PRsE7rc6iCSD90}kCq+Zf2!F(-`X*-iB5oi z_ZsUp;BwP+--v+PLZ$R;e%N1XeuoYRNOzEv(8Ru562bi5nc~U5EBWW2cDK-_7T=OoIYtdTo`p>k-L( z@t_3I3aprc`<`h6{o50dUG_Sl!MxXPWMTfj>G{-qn$*tVo$O;`XvzS_H3J0Z^ZU>3 zO!ENme4Ak$lPPPmDE?^Fkv90k<9VT4ieo!_$7AUXV>kJK`8y>NO1u=i0=l6*zo+Vp zwp00SH1uqmMzR*wsm#qScqtL%!N6q{M*8|k&iu$y#U+9qm8z4)oW%~{q4$Pb3lVB( zeed-*uMS@xdtA|+;eKo~AVA=vlU>byoQ6YK3>YKG=`!)-r0V!C$fI&IU~q=Pw2o_? z01npbz9`6c;RS*j#Lm*c~%PUE-7OkJ1T*n14_ATj~-#%)k|{?)n^J5@d?THVnUqXeWat8tmE3Y zm4Zv@J*D%bDU$iA{q(7X+%AmUIP2=>jSj)CFooi*8OA z_X2L(&qD31N4TpjATd(Y&z=2AR#_9fR->b_boXkZ*e}m)JGCMZw86_lyCb%G?hZj2 zPJkB9e_a@^avcPC5uzMkJSKi|@uDo!NNEF#q?_!rQi@VeQ8Ml^AVvO%F~jmu-zk}hSYcY5q1a3fOoAqr1|%U2mTJ5 z%Z@DdyL08-4G zXVTOKP%~}$lNR`~;lV)Cpi5kCR^{AlrTLO(U(zV74l&U z>Q=J{t+%g+GLeqY$y;wt5xm{C?y;pt+UPBQ-?lu0(%M@ahgYkN1ntRbPCWekMi?1sGxciqgHr6jTL!$Ub zga;_Ra|SjT+rC1|#B~~Bt>DUUYBH<OFgZFBA^JGSSdmkaJ%-x?Xq`D@xz}=D#D{%X>Wk2^+cZ5ztMRcZZAnn_`dHmZ)Ub zBRy81n>LGuhA%qDqd_|7T|=V9GZfJ6MO$*l3|uv8%ego6m0hiQ2|~8L0m;Wa z1sWWYP{Mbnr@vSBL)Ts`8KGgmy=XrUj})Q`t88_IYZKwNm2za^tted{AT$W$`Gg2s z55aVh+~WRYX{a`IAxJ{cpnFm1OILDjn~QCcAO2uNW40d)d|O7iK6os7pu{mexRcYz zZ3S3Z**mkxT4q}C?E!}Z8Us^*0O~z_v0+X#75@bN+k-RadY|f(8#ot;g7{zCbxe2^|?JgBeN4$UiizIV&*9*qLeu1TTBXuP*b zA;F1+Rx6EmM`Rmq0H5VxOT<-@RA1jARUw!l9VLWgy4(}OcB2h3a=Vznh23ocb^`5x ztr2wk%Qpvt?#L4XdbE(WA@M?4Pcn3C_R#?-r$3q)ZOT?GSZ6$T3->@~Nq+(M^{k_# zxOQV-VYx%vR7`bieF)Pfyh*c&(o`v33cdxSSE|r<>@^k0I(gEvYILuZS4Dw%r&zt4 zgj9+;34APq*lwl1TD>+bR;`VnOIOc~>8SB<8?T0sSMPXz-O`>iSo)$D+nqRqCuPsW z5*BcRZtEcwZL0nxzEmqw@j`hyQ~Xb(1UhgjMPo!RLb*x*d4$Eh$ow3AUWcAstSvd6 z&OR3QN8CYH@?)D0SLjM_0^26wTpI>oF)2f20AMC)p9x32H0SoxFQqS&4iKa^jWtai z4Cq?5Ps+gGV5`5)|495`ywugMbcvW<*3L6}d~Nb!O@pH9w(CRRQi=O%_gl2*z}Wt5 zn^{H-)2^C#FYH$MV(n_()N#9!M6#9~w7VC;Z+*kdK9lfGQ&cdkiQ7q`#_NqQ2u&|u zCl7)7iq~6tp4Dzo80+yq?~alwUc1)l_<2YrOXYUHU;A++c^V~CjPNsx!#@u%rqBWq zfP>LF3jJ9cWF24V6BVu4=8}vgTe~%IRarg}z-DH4UILnOJTk~6!Vw`GJmIt4J3#91 zbx-GboPcugn}SS&2c6N``VQ3Ne(t<`JxP1iAF$daE)=iWn?NjB=)ieYYYggW=b=TQp;rG!NQ`&H@_;8YT(?zDFZPx*8-3T0HJU7re4r|n$i zQ!k)4V$2T;fz!8cb-Q}j9C8k%u9~vd-LA6rRc%E-{!rd_E zRSL_$TJPO~XsUB^%cl-P$#2)48+m;eD+#jL>mtL^&;r}>3d_rq6wKR5d2A^X0` zUU?*T3mIaIR2va-QEf7K6Oj}yfs6&zVu$BsXYBn5`A6YEz_RLl4)zFAu<6s;```J5hxh>K8=$!s)sywENkjj28V8=;fsVF z>a~!)qYGs8S{|iwkcP9rnmD=HtTpRR=R6c@?I=I> z#B~O8kXTsZQ@^?T5{1z4)ifei23-_sz*$wk57x|)HZp4xJ+^aRu?4fz#PpHRqP`fi z)&CR2tC(^~VkX55#){FOOz69!sz*y9h=dtB$kA zFbOWwH1h{*0%k;I7B~y=BUVn|pb@FAww@irkbj@1S_ZIFOx(g}W$5p~sY!6V_s)AL zWwGS27!HzU2%5IS=yc!-LTD%tT37nY{woD}W4pGsJSMw5}3CYykjNmf7BhGRWd)N*Drjp((+J$ZhplixaIsvC3 zE3df%o&)#F*0#i$^wWJ1oVm1|G$FuMJ^;A!ne74^QI&J9##Z~9Vu>+D1q6WRlyj!h zrhs7m^lAn{c1U1qpa+fgmA?J|zS9EzztK%;%& zfHtzRI9u!1ALTs~-Hv^t$eQJ7O4A_s#0*FCl3URl+FpJw>)|rK)r>s<0c~TFlJ!Cu zGjF%Jb{AX2EN*1m4tM~86&*vr2(Bbod}-IuweiKViYDUN>2m(GRoCJ~mt0bb zJxEp%u}CBF6XTPRNxD_4XNAXl2(S8;HOlDOKGC}4rSN^XO1y+!)r1&A&eQiR3|YVz zsBax1w!sN~0y76ZJUy{3wVF0Qt5Q??mbjIwc zFof2H$KrD<;h3)1{+7sc?~fTyYe67>==Q`b&2uw9=*33K?e%ixOuoQgQtV4IBk98h zq4_@FfTdUGHt$f@Vr3GN#$`JBpBScF0RV*#{40&$-eP{L5vQ8PSkGm4AXxBx+!21B zsEP6HuH+yhQ&J2SqTrq&A?K`j)q{|Rp_Yj3ma9%1HUGZkostb5pD``8w;xrB!1j1T z29}sdK*(Ec{A1L}Mm2m94lD8Cr5YcZs(bP03$;~CDYJR`$5AI^*qswxIDT@c5{h0}!+fGXC2rZw zHl}3VW4nUHloW7D>@@$SdvY}&?W0h5eh*a*jRZjW!I?J}z}G~xw*>LA9+-iQ_wxrV zB)XtLWb8R!s*+UCT=LshKIHJnHF9`2#x0jGJgxUtyFWD>D| zCdKK6Qu*!`NNu7`d3jusR~pZ~x0WUrmph#PFN^*Sf5i<3^&UC`J;*r0S*O?|p`~uy=!e~;W@73y@v_p}k3S@GBoo2mD>+x8jei+u zXyr%wHC{a8xrCN4G@Kw@)qrv2=`}^+O#@T;DN+Q8I7z@hdEn!d@SDHvitXFxh17{x zK7Y>x5(o=)-q9uVCmIW|8L1|`Ah>yE{b&5=v29x^lOqANkf6Hqh^{A*y7C?$?y{tS zQr`>quPT)9rMFDP*2=Q-24A!TCl5ErAmtNXZ$7UboS9vt?tj)3)9B@;{n>cJ`}%HF z2(DrqVHaLQ(QaQ|EB;XY8+XO;hl#fNe9Qx#)abwJM?G9sCkCKT5MF$4=p@Mtvmge*cjNx*F&xL6??QX*s(accN^RaY~)?ekt1wc{E&ec*qek60l$ z=K`mwJnot#xGvBnrDU2<2yV#^n-(&63PgB%Ogj!X1VMDxf6yl7$sFMmC5;gU6Edxi!qDrXS&q+_ zGQ?fMve!Au9Rpf43-)I>7S^s`4STSh`&Td)#E56Hz@97O*2heY!E+cbHscHlXH=9fB+M1O!K4b zXHT)wytnRcH!m_kG1?3+ zfnwShvv~UmcwoAU3q)h@U>XEYIJX$jpf<4s{#;%7;DtgBYtdCY^}JM9tj3!ly=&OM zGSuwUQf%uyyOZq`NKAaNM(@VRi9X;4$ui9ULbao#1P;$_l^V-OE#dvHcogNH4PTBU z$@xAUYOF3?JEbkpD<#yX&XGh?cQ9>Qk&IE4z00tMD!8HX^3vP4 z2IaKqVgvwJ&tGL`hJx(%P*_8rF0zvOPIj_yBz=Y;c5R2El=3CcWYj-1P>htDz6s<+y7AFm($OW`zh9K%2}AU)yl zd_;(0b`YIog4bi(hEm&b&4AdCi|L$4Hebju#deo$DP8F^`0uiU2`czR+-cQqt=dpOw-@liEkC28 z?Y7@y*pEMJd(*DFfI**QU5qFfQ}MW{Iz>GWGerBhh%p7rp;I@g_K7D$q()4`yGd(i zriY7FrlQyBThcI(>Q<#S)!Dwv(AK%^I#cdlZ0N~BUm)jw@zd${yzbv!DK^>bV0pq= z%MsIOC<5c|63Ud3l6$f2HVAd}MCO<`CZ?#s_<_`Oi_LVka3ea@;)1C1XX;_U`p6y| z7k+RCiFi&veXlfkOKD_b9&SN|pMRnHl*NFY1ou++so*ZpQ@!I=aHEja5}Y z85gZpQ8y%XkM93k8|rs-O8lfJ))gD&I1`llW3lJO3u;#;`__00%tL`xX7C?%%L^4Y zWrhy6eiPXF70elXJlWzQA&|imKu@1Hy)=(=*WN0abB17CWb_kB{PcozS|1c+D{bCJAn_ zZ0OjloKP9N>v!jWl>XZiYiy1NhN8fe;PqH%$9m9sKn zOKTwLjXPxl&Y1J!;4XN<)apGhk*eM5JK5+yE14tn!WW+ySrQkoJ|@9sBrtnl-3GhO zs4$fy===yK_`<47hov8-Jh8AA{W1>G=u{nO{XIqP~nAKqsz=jgL~Qf05A zsi!%|b(f(@K(bum725OKo@=LRM_rm<@?!q8<*89JdF+<^{0ScUMl|$U=9Eh43*JvY z$(I{v76U+_u^4#SH`U`(a*BgE!ZzP)jU~F^pXsgmP6kV`Q>-O}f@cki*`1Wfg6 zW<3Zb!mI&GEK$$%L!xm5usCX-9H3F9l988Irt^FwA5Auy6eK(?&WHuP`Vu>zZQk{g z%d@8Y7{x#MQFgfI+H%KPpPg0D&7pt3OF)pje|WpSU31`V58hF=TeF8%gta|3c%Pm| z`iPLmXWGN6kiEaQ(O7myBUC3yM|AW?DW`-gUgAP#T ztc5so-!V9o;MeMa2f9oDOVdY zf*5BZu2SAlF)?+WAQ*uwY_ZR7u25)uLic=hf0o7%E8~v>TAcK3wKs{eQZ&42n$L9k zi2cL^)dnA1ZQRjK)X^89X6*)KP|StLRX-7rsU{Wd6yez>x<=spATaAAL}!5){YEVk zTCJ8XCWodhGP}{3m|`wdhWN}rfVr$0#%Y};vS7&@W)X)V00T`~DLHG9dj2!?dGj?) zxG#9lA!IA+_-w&5<`WEO(S1wVw~H|1=Et>U#T=Hpkw>nZ_)JKLBJI~pLWup%HAe9Q zn~u+gg`SCdyY=&UgfU$=Ve-Kp z;)^!7qPaKxv8>FIbr2;pw21;<#mOs|Ve4X#L)Zxl>l4V97$(kFdR7GI;=d{oFRsfT zsl}GVRf3f0oX#!r1HT87nF`n$mX_btnp)qGu55JfCT>tkbMDf+B z5B9=N!h{gpRH)KwW4c4yFp=h;#`@AG%~I7CgzYd0Jv8nj=^PcM3P+yDzLNkR^aHzG zKgjZ<_k9CJJg1(jN~)d{4*G$!g$4m$fgtD-);UCudXOm>1E-}x_Vi)()j2n5*9p(7 z3ClRYmm-7>lMI-0N*;}u`TWJmhRYBcC-=*_wXO#UQE;0vRNw(!igEu)vZLb(!y z?Nzp+Mytv5u~r>_p+_uyRaAZ?!`;qvVx415A+7$sD~DSM$oq&$$W^kI1TtaB#)yf4 zXn$2q{XIf3`cJb-#3x9 zhO=7GXoGMbY_yOuvYTBfkkggj-e-r*L~G3%UGSt?+}QAC@>m_rb642pUfepNgkOAp zn+?LZfwctZXnym!z2ZKL)A9+cBR#eR_3wpJ4pW#nwZdN@U||k^GFR*p+ASG~3D_Hk z@hyT8-1t(?f&kl6hLndy#BXb~8+anBs!BtrI z()s)y>)=I|&^QvYT5*;D8ahnqMf&7z=P`ZKH&+ecbbLT~Rqx1C+qAuou0A%bI^Y)= zQ7G$UnptcI#>J={Kq7NBD~Lk(t2sOly)(p13BAj zBXAQSiDyY!MCsWc;V6J{Ng>weu_b_Y^V z!!?hRAV%Y>#+*@diq*`f$l1!@7jo`G^CRMqZuq^vYGh8@`%z?E!dp{cB#R^h7rS}v z$O!av$IJhs;R3!;csKhUB>KRIRiKRkMxoOYoVaf19mq2cTzDr#D#kqD};^gDnwX(D87BzuX z0v|3uIQvZQz3k4ge6E4vell1xTF;#>E_!pmt?l+lopR4$nlQ{fX$8?(-O|Va#nzO+2Pjs8;7o-AW7Xa27CjIB0p6W{&W{?w zbuWcRj#al3n440F{;9gia$;>w*2d%()VwPydg$ftZ9d%~#;Q?}SEoO~OY6DLWoT%) zeQ;n5dtj|5YYrHbi_O{_PM;aKdU?;bv(odE`upd6^$p3qA@*f`Ht8L+dH&xynJi~Vdg&50LE8{*n8#}aPcR?*6d z7a!r37Hp)J1d<%sTJVkl`N-Hy{p6+HO&!_&-VdMS8A(K?Sb(Zw1{LB*qHQ4fhC2W;#OUX*E&DvK!FrRi ziw~43Mx~GT7A?-S74SW&FA=i<2^NR;l={THzvM5cF# zp8l=*K&IN%*Th5}cijPAJ0c8M*%fX{NK zM`B2?=Hgs!o9yN#P7c*kq~pi#AC7xVX+NZ|?p_tn+`|ZRt5Hj}E7X&55U@D-!|hR) zN=G$6dvu(H1Yu+Ok0auB&tto3$Q4%AiK#{cxY#c>aOLnS6L7-tpnWohJCgx1u~#)+ zzqy?##T0`hqmtRcZLS+#-5$-3`+`xABVyC!;)`|M(8TvOG^3um@>e9Htt2@LR;Sl1u&UW4Ylgoht7QEY^# zlBIYLw)3X=oQ5UX)P#-OB9jOu&WQZLgpEi~&xwwD_wHRz-InqvW~Ek(a`g*FMrt7j z2G}2cyD3pY&f?8KAj zd~Ukh{sSS(w@f@%zWZxdIp2_1L9BH{J*JKONaJ+rD!ojzun}7Az)jR?r9WsX*)s~B z7LWZu8K&p4joMS(9Y))*%J3!FOHV$1uy-rfqF=Ra|C}?kT+*TXA}E>=78`TZ%3 z-}VmRaW;7V9N&7Z?1zgsEUg}`_Y^?%_4Og%7#pj3K37*)U+@ko(PX;}nS3bXe{N=4 zLle`XSC%KW4~7QHYBf-WY2jjtD9B!4AY)cojcV zc;N0aGY}iOdJqtxMnq1GRb8#DS5T4=a)=KbW9|Q8KF4%}_h_BFWBGW6)u>ddNf$zm z=q3$Kmp_i0zTN+~IM(Mz=if{(?o80&doc%zdWW2MQcric`r;)}$8o13u!ZNeIwAkyk-cN=sSToZp3|rY#~y z*p0QDHR0doV|FJTdy1{c`AxbL|A=hWHM3VvT=G-Qn){#q&ab-@h4Qp3qbv)mga7{3 zl#QZxcTm#fr2xr2hqw3Z-$X+w!tBoMA>$K`0p8vAJe#%6AD5JhNLD+ivpwK=?{4 zY!qju``>p$_hTz364kmkk6{N@K&sJt%8X zV*vn#cj><%Hh)6T2)Vr?aZfRzoBX}}ulz{c=xDN7LqRWsc`iJD2r?ZzEI1$;>FNFu zND*_Dgh{nlKWktI^U31ko<4qzgFM^C#2W}cHD!&bv<+|fLy+@5WB;`3RAjZq&HavN zwd@SF`cdPlyI2r~r3uljFaAP#IY@*+umLd+gbB^T0~@02Ts$LP-#W&1kGFQwABjHS z`BDStgYtuKagg9u*l)K)ul|V!c6l{9SM@!aYcCh0@%^CY=EBw z#t)isjaqP)>}?kk!e&B%Q;6Su@MnQakc6SWo<20au|A%ql@4KuKYmygPBe8Or3Zp( z?N3~PHQdG|OMns-1h|w|Cr1W_?B0>Dc|ySPQ)W?#tp29}0cT9W{X$@g)8Get%zkwC zNLmC3>_CU@?CQ1Ftq~NA%*-Sd6o0_q2z$*Vy(y&d-~Mk(iK(xi~2ho zzq?ZE>(SlMM8iQkM7bcEFRqSZDW-U-YUR&ewEzHsTn?<6ZavqVD|DkQh3s$@?C^RZ zj^U{nzitk0pB~BAZaWy!@0n=|aG!aLcMPRAR@B|WC?%LED`E?&(e(ifwo#2r?7f}W zUD&nV{Sf0jNh^?Idra;3`bYB>UV-k|GS+c@_rGRUU`>;Qh&q7HCx+)LWZiXPQ+Q-< zA9mwVt_F{pvYKsCk2op<$~MG2ZgHFUGh&w2Hyr;9ZxttiCWTNml>-|)%~VP4{CZAK zg~N%!!S4Pyrbrt^i%cpI*Ux6+4f1@SoFOX^bf6`OVTk6S-iE*tSE47>gIe z$WYj~eS*fVIHLhWdzC_rf+;PNFc(l6( zEE+@$@-5zXRKVk-w1FfVw#m|48Qo6+P1hNk&5`x~@0(=xp%Ai<9~Z+lbo1s-J3;ER zy&ehCllf0yj$%H4Hu#A9Iz0>)VCquhKXhQ^wbgUh*NySTN+#dF400c*h|Rxd(6+{u zH3TLgk#Qipf{f5oc?pIVfy?19YJ>p|TgmC;@oNqyn0t#yYq0b0m+0|K!12jRU!gv- z9W_#*EC1}-GtBS8oYaP0YMQ&2uPtqOSB5q_CA(*rQ!>={N=!xdXOJIKS)YvLj+s>v zq>#|vQi`skjXaHqBSxu_VTyoj%bcTn{${s0%IeakOR?hK5Yehu`;Jij7_yi}3X7Gb zLqBaU#5Bz+k8sxFYgJr6e~ZR}P0>eYT`5?wood@G8Q1#4ixH!oIZk!+Xgy%$V7ZZT z5kYg85r{6S3^Xe(Ep2!D<8YP-5ANQ%g9u1F&Fg(tYC=rZyG>vfBsg@o8(ssOJt!Ij z1JvDFP0>s#((vZxx3Lt**ez&i^h3Bgi0^n$cMCP9TN<3A*AyYYRe8FXWcR;s(R1}= z`gnieX|X3IdSK<7FZ!a)a-?9lp;!5Yo7l7gJQ$Z6a|>Q#rMj-=%I$3f?E5x@6YT>g znnjzW4$y5y*znZ!#rP7M@W)cs&&a^?`LMoateKxd*Q;mzud{G+YH*tI?n35+-H_VL zM=bGCl~XT05d;0H5MeXSseH7c4=JuS4i69zd~*l%T*Gb99uUd(FF(E$Eq=-Zw=jq2 z(dIo)&SkJB`nWO5+Aq%P&)tsym}g#4HXAk$=#k9Y~OpVoXN}4r}lGX+9;c>hO$;Md%;j zkvQKcQO_;kb%jB|ALqIz(#Lzjnhf%x!US*A=ltmjIY$kZ4$`F6=1k`vp?|TDmqvg} zHLB+9`U7cli2ZtM`g7Gt?4J?bqM;e)`(gmWsucCo|Y?dkR&Hlq~FOo(G5PFM_DrIu`uDunrv*=&E6brsxly!x5PTGZh8}P!LMk z<~zOlkILbU8Sd2dKbHH5-nkvSlZ6;Z_@~r{^?3w~5&i5uE zn-NZ>rFR|?K&2Y+Ko#S-gY75&$-FqYBZ$wEkp#h4!- z9={jsK^??vY)*J?R`>jgjB67+O00d|jLUEJSMtpp#ZeuX-Xn}f)_q9 z6HNYm`qXZrea;ofb_|x9nvlPkXsAy^9bM4s)%WjB-f!L@tae7*2$crq?r7MTxTMP; zaQuBWCZ;C|1-AwJnkbg2=ONq1Sb2xNXRXVIpy#30qY(PQ7aqdve_v}B=uK{ai+Z4j zza@d5u%k0@;+?2Da63Tm1kYwE;vK97bYMI37fO_iD@`I(=q{-Jy48f|w&u}pO;@1e zjIwNB?rm)i{@dA5Vb#*sW~58RvwiJD05%@}01_dJuA?8-F20nPCwbp(Q2y4!^dms_G~Oy0-@=CLY%OZJwL9rZ~mNJ$vXU^3*k3t$-A5eKJj5>l<@ceK{yS z%#~y{rjSzw319BF297xK{@@Q4^P!yEmA2C+|60OS3-xHe--19G!;7;MtBI-)Ng}SK z@DUKfo74I}Tx=S-Cd-)z+s8+=^^XGZ9kG)Iu`EZVQpAI~_4M3xJv&I79hBeCu1=q; zAUh{TVkTo;j4WSwoZZ-SOhR$qW5Bu2bKL{?uw|%~ugwAT>&?OQg|nXN1x<7WM0;!@ z(Nk{{N=te4eb4zIf{S(eVIX4WXqsTMhLWJnck@Oe?aDLT1L`@*CwO)(g8Vg$<7Q%- z_Hp$Rz6KTzb>jtnG+YL{&0l2vJ}@XS`&^v2Z*~6V!}hC;M?Ow?XYG)0shA+-RM1aB zCr8ItMq2$9Dmgu^TAJwfD(y;}z`(#F7%1laqI1-8`_rWH*x1>tea?j!I$}5@lw~L? zO(JJan}h9mW{fUs8bXjR>yI*C)ZOF_`~5^(V>|nW-9_DNzu)PPgHc$yYS{VwOEo;E zJiCX%!p@C5Xxs5{g{be-N9VtlDMVFHC}erb-&VicMDG_c>$Lr9#nES;_A)DnV(>ag z`KBa7TU#3L_1`BA&Le>%jdYMXrkSh|M@@sn(w%Gaq8&S&7CVs{!Ki}(KSZfMdd}mhJW(6mHhYHd=%+;99Qg|OaHXA0(V3huPXUWfPb-K zzi^VyZx&6}oxB`*d_s|F6DK}dG+jAOxrtZjaWLK2On5p^(%jSjWj41-AH$*)Hlz0-yh$P?>lRqvleH;bKlS2vuCck=9<|bGwV!+ zOEnSpDE;8MqKT37U`A#$rIde;&o)!J;ma}nqkCI&{$1ZsUFx1i7AIiff0ufgr9N2L zznbzw{L^3W#v{ie_lFO$Pcd&fZkZ8X8kpbBym{7}BT|Ra*n#$BT_s&PU#G!EdAE3D zoDnJBmA9#Ll3{L=1y0mzt#+fW{fI`$uYT^7hW%-{ zzb-cM;V@C6RiZEyHtpUjbz;OKnf!lh~7Nu=;-)(PxKCt)yH9# zX8U8FfX}ZQd~?c3XDl4i8>f2`<-B+XALpV5*pOu$j!|uq?FryBs+jC($FeoCxx4

    +`{R2DOcvPtcQN_ ztn=%SW*Xo{Fyueby?5FieVI1+J*untsY9LiIxgx{hX~U=g49bwv0IM$lM_D^Mn?Zc zTcMN>TDoyQwvjyO;k7zXKc(cd*=faOZFHGy+F!&ac~?ndW?`{LA}#FN`7f|*mc(jsMk*&{{Hs+DEtYx zs@j9_WQUtsEkC~PM~(kEy~o(bxAfecJfw=5DLfaSsI1Y17qE*&DYr|WkT;n>=F>D zV;ax(*4pZ-+CTvAV>O`Sb{D5T6LzVT(&u;8;dhjw?x@IEegV~h0m%vU%36>aQS z^P*sK$RRt;UQ`Tl5*jnGG4KCif$q9oVXcxM-4;RPZ*CMy8Bk=1ZJd|)Lyh&00B4Hc z^);$R9`}%@d|IHzH|?rurKF_VPJ0u0SG&G3 zp?axPAvM?f_*@#O?>t)~pi{26wfELn6lbO)T~9{UQRBn6(ZFq=o1W4qDCXm@`aj+E z-;TQ}Fdw|NqfYsDa)%e$HGPojw%VPx);5}cySB`hA=>ZQ*5%f2Hi_`e{aARWr|q7k zv#;nUdU}g7l4_r;tEPo)R^&VO7UEA&HF0Lt(gqO+j=)LtlWN-Xl=58R+H_9s-p5qq z?j8;{OO;!TCnq#IDe^K6(MLHmI5v{If^dCnq+@_b_UWtsSM9TZbkW4`QhlPwADes) zoVLuaLxsXJ>*ylm<$tTK29;GgC2vq(H~dw(`N`j)cSUZ~PL|9Ga8PWiL@dtY@#DuI zvu;v^)EHXVhcc@?PV=SW_?T}IE2iI%RSh!O4ef_IRqXO2R;{Nk_Q%Fu-JcLM zqS&C@#Ql2->BniubQg#ZWd*9G4b$2D{LbuK@(o+nUmb$vIF!cslPIo}yX%53SGPRfmSi|o(6DPs2L3cG zKWT@oQcRE~4*hkMW?cU&YU}d*IHaRr6RSnLB@QJ{h9=!{E!3@r?DkI%uM=-Q|0;g=!^xM67kW$>9)*?=asv@*8lRCJY3e9vi$ z)t!88C$5pwqPr>HKdD0r8aD~wiZtHca*vqGB|c}JNk89ol!v}_3)^dQ&uZ-5@+}VI zdbMRL{ewa<>)x3peMJNc`d6sJcZ^`hm&VTN!_@CHb5|A*k3^8-J%oKTBZnT2@M}AlMCx>FWND$6~6yv{bt|ps7W^R)JHx};d)Im4PBT&g)UGE;eb?7y-{Chc-{At zV^A;Km^&R~B;Fa?)br4fu%aak{y|(9U;37M*}IVd+7B)}(+mj2@pa;Aa|LbXxE}d? znJKTfqgz4(Yk{_vj$N6P*V0vfiw;$x_9F#15x?|N4n4yM@F@qWuOBqVahj$Mtz#^{ zP7Rh(2(ZC=Mmh6u?ytk={P5J!hq1lIoq=Y@aJ^Lf)1Xc(@-IXgQ zg>-SW?pssiVL&DwWe0adiQK%GM|WZTl)AH?ZKM^`hWt`s@T@4Iov73R*FAl8lR|GO zT{Gr!h$MW63Dx#+v%r;J{Oeb5zpAj{C&(fj0? z!zvbqGll2=79q!a3Hb8IYV$EKkKDaPDaGy}LBF!cDONWRONA68p(uHK`S8KhYLD$` z3XQHYx_XJ6!2`SYux#CY_wZH(<~Cy7V|p)!7u~a?hve03BZ@*Uc(I_La+u;Ks{7+! z7{;oI$QAngBDuCdoQ0+z$Yl`rf){}ls005mq?|eFhnkq%+39cG1~>^y}o89 zCO6FuJ!@ar+o7JJ+OWnGNxJwlnKH7HSt7EmB?zJ9ay9#gt$bhoceTHPp+TgL6DFK9 z1q5VboSwT%Q1l{?W#D(k63^^*!*jRw)8{#veTCYNaT$4r)1T|+Z>QBB9v}WsylCxP z@}Wzg1MfD=!vy)CsSd4lzZBqGb=Vj`Mo#3lp&$wIw_9u@9;2b7<8(hV)7H@`s;J0> zU^QLqR5?ufg-ZRAg+$*fgT_wxNZI|e&2>5?5kr=z?P!uMe~p0bPS zAzv=(4vOC14Z|?)@Tbz2s|+j&;an!~5>XXGn7b(B@!fft^s8QMbk}JkR{r+oq(#Ag z!_8F~fRZAQQ|o-a2Km#SnIL-UeQJ)BOT{|=Gpt0kdJprR(Ik6$o(cJzi1_fXRFoh- zj|=86=3nUX(nvxVn!n=MmD*EZn(#fWP*{@xlO#z({UGIm!l_Ml2|&Q#*BEIL4m4FD zBcu{9Qu)=8v@=^Lb8~&AQSHdk*Vor}Y-eYO7}bc1NidKhM@qtF_T0>jzTxItz~^#b z^1cK!g`~-;%}nM(rK&lL8K>E<@EyXKt?mMWs?ZzDD;%M* zltL&T3Qa@#Is%c$0XUSjPoMT0c^z+z>_gQS-qw#i!}V5pxa}HlY+O@aSI%Ih{Ch9# zTRI!2Q&%}r3yUa}Ck`3jxX^-$%^O56)TlT~1iP6Z~gn`D@8xZyHDQb-Kf!Nb)(Zy^gkm zVbzOe8Gq->rCSMSsn1q6jkPzJ z91KMg&lw5I^T^XWQB*sB{vx7qd;U11U?^KU^P^=s0%^2JFXJ~tb(_t3OI@`E<>F!mO`7$EzOp^in<3crh(!$`w1KVBon-EvB`G-ZU z9>bt_pL@F6B}gRyN>tV!EBPe(lk?ry$<)sj{LF}`|50fIb-LV2E0j{iy4V`1e4qf5 zIwR>87Z-i~{7?m)x4y&SM-rEius=UA{^;xLkUQ4Zg~7yBRn(A0LnAs@@BbxbbNGW{ zJ5msJR&B`FgIxoQwBD2JhW?w&L`N_FvKfn^ff|G89G{7z0nOL5KLmG6y#fGZ6IU5i zBY2TZpJun?Y_)Zb61whWJ^#qE$mvrA{nkSN?e2G9Ula(492%ykrU5xQId)ft2F*kw z-hwPFEPVX@2OBvB56H-5BWdLV9~h^RbiAW|vVvxG3o; zr8uOORv60vIWCS^$o=RM4UON|ueicjM?jWlezPI?soI7RbrI1pI2><<5>(AqvI`9CI;YBrqK zw|_3e|LH}oMC+^ND+q3x~>gS@vl-4!!K zsh-v9y^~<1OI1K%3+}OZDg$p^7hI#1*1ie1U)+IQ2T$SPO2@wdDKLWO2?`oE2el7A z)9=O)uj`y|wU_0bjjRyKM_Y5*yQ7g>6wBV&ubdEHSDoT?5_j@xK3jOV8PCdY&P7s6 zB6SVc5+(S@h9*!beZKA#tN((VHy}pOKg%cLHMfs`#Wo+3J6dofb29~DOzu!aZPlV& zydTeE&F5X)3J18vFk_DtB9<5)+$s|I)@E1N^}?#TIF4AmE?(5W%9pu8I27xfJm;x= z?SnIduVtI3_S42ZiL*%0Ia5q3C#vz^E+In3KDAC`s(Ot(zCTXDlF@+KBX0cAB&qq} z)7Lv0?TUjxXiHKw1LKODx&oPp8a&eO*bA-S>Wf~E9b&^{y*QwzjWGTf(^4v4&v%K64LM zJBpXDZqWy(kE^SfpsD8lb4hAw_-(Pq7fQF)_NOPFK{V)&Bc@o|;MZu0=yg3+N-a4! zcmP=(vnNqKWG=+4d=a0aEd`&E^y&6^1&&G2nM+a-W@&O^RGtf#19xaHPYA*6b`eL# zW1$&aoB6Am25AOi{=NHf>ODUkgf0)7aruow)W%IEioE?AkLh%$DaGe^u7>Sus6kR0 zH zNOTPhzQ*49#@O`rhx=^9cmk%2!lKdNw$}yceCtdLt3R5XQ4$l2<^N&XZmqCCP<~i6 zthum0&(OdAAIJCT?st0o>}=Z;X3H52LRON|kpdi%76p^t-n>`~X19r5!*}Pm2TJ`( zt@}uN>^s(XGG^1y4_4N4otV9>v$e0lvr`pQ#Yl*U*EnN4@A_L!VeJYD{ZJYk$>lpm zMl!VMO?8?H*wG{XF)Xy8jI zx$HFd#C?r6Av(Tj+e+|!Fcio2O$?R{%Z7^x(m(KTK4v;1NmpMST>1=ve%*6#2G5Hp zhKX3s2+8XAFT?pg2tp}&nJac<+t6y{FC)q1Uakh#4y};)aG9KKc*4pFm*(T(c;0Dr zc$3oH-&ydenE>GrVP@OQa4Cg=^F!?Zvk@~qNAj-0wFcW_=Y^8Kl<*9N=BYse1(av< zbNs!mJ~toHu+vCG0oeSSCw&ADk9z$Fl{v7d%wn&d(tlaHH*D`PWCTLhp=bb3VMS^C z;Gg@f9tDCUWe4NZNb&!;(to%#f5gy$b)(0pM#g(-(u`JVkJ|H;gKz973KAsjsUOr( zB8DRN2hW$*g@x<>3>Bz~B<3b&Y2?%L5b&UqRUr;qG2);Nv0_>_mRl@1OHI z@4lxJeeqc?v~{EnUje;eaKwT2m;%^FIi+_GfcJo^1itnF;tv_9V51z}g=!B&4JNw& zvbZMxtXK15tX656?jfU0Qb?w??He#<^SSZl&)?~&{_GT00s$l(0k_h99g%~?VASg0 zSrMd?Xb0pq-8ummDrSuhx%y{#g;M|8peEBeN@Xq|f?_;Ix!pf?pHk zHTd{9v&xuX>UeeG-J-N|N=D^G)nD_Jiu}1JyrFECLu`<-J7$f4(8x3WF=&Rt_734j zj=q8$`IV#gx8r_uvGSsvzDaE51ib2h2xBr}^!_*8mti&@xB#QED@d4ki^;TPrf!95 zBeq5ew#IK`MC~T&>^x=VYVcjDpw_Vl0I5T+zYfyw7((^iO|9cW07FZPr=)Ai>oA3F z5zoX6hiAqIV~tmj6mIEmQmfNG)TWBHcV6BrJZ+Rc+!JYUMJGJG7?~^LsaQGeOHm#x zv2H>Gb%j`z7>w1%i?^x&uw=x>t496l2>H9kaXunoSuS1g zoV#kBuZepspG9I+V{j}7f!*%kUc&fJZ`&T)lrH0Myqej7{9W!jso<87ZJATAUBk~( z>g0=m&+=)t(?1%bO7IYUDTuVmzncbsNkxJ1nDY|BY?r0QqYl3oa*zb|w%r7`1PhA_ zJDn-h@qixvJ8=AhPo00ydddZuM!J55yFg=5iTA-~qHd)4%+HH9+v{J5NcFz@0j%bR z+i>^s#$3+~=Q+=URw>C-POaXb;Vw_6x2G`~{<9!QL?Fsi(`A>vv^2@69PxalPjso+ zS5I~leKN6Aa?+w{vXgwb(Lzo)&FQ&?r=zf2JRRIM4jz%t_qq57@F~Ze*xlSI)tz5j zIL9@{?<+BUg1UzNbU&Q6q;H|2-vs{DNw{1(daEaB5i0%9@uY)O#;7ab}4=ZlKFW z{;qXw?KQ3nTH;R;`y$PX zcy=sr|6YkXr_j`b@NKOAt7FH#9*$VU&c8I4&uaWigSjl9TCxwt{#{)P$n&%M-$&mC z(B$bdkK}opWKbnPwk=L4v1qw1yULgZ1yK%$gv8{YL?H(xB81(}{8DZzx|PrKOyT|$ zgvY0Qa`$_OO99D>d)p|%Z*o(VfhuWJPp5itytB^#TK}?ECfkzZ2;lI)+4+=^M>>0N z_8^NFaX^v4aUP5uZ`!VXHK^Kl7`*hhVg=4CdxWmrY!-mg%1#pI^WDbT%E{`5oWoWz z3&rvOtll_~`u$_Q5DKd^bL)G3GbTv5aIUM9ok|3oPY*>z=z!jUG~|DaaAdh;7|-4! z9=8SlU@2kA=xpu=t6MHUz36(k0BH?>oN21PzLmE9t$~SXN~5srxX0^0metN52p|^j zV?^;h+$KZbFBogU?E8B6kF5~d#_rjm)f}Oe?MOjguZ=hFYR1||M)83ZZM!LIw@_#g$u;8al*Gd42%8Xc`V zY;cDv@EIm1W~pYJBo8lQLyBxDsi}!*y?2EFv6ZAM=o^?ceXsT{EGgw=xbSK@9gm-S zYixjEG+|9OR?zSkyrmgZQ&Ztef~Om=KjG4Rii~`ioSe*&BYqE#oq{aGi&NI;0rznK z9#DwCV7gHqw#_k6;t{4vzMmjzOSgV+x7;fRGUnAYZG9>ZV_Kh`ot^Q?$u9J2+{cpA z3=bYY{1O_9*4QmW!4OX_h1B|Rs`Re&E*d7LYdH+BOq{vh__Z2z8eHTfHEWHJfoN)K z9}F<5@7*gtjbL>M&j}93GCWw_V0`!qlZv9Rtqtw{+M3z)%uKofAL*Z6+T>RfXjl}M z>ehp|^3~3wqJr@tvH5A39!lG(qis({xpjl|9$YS%Lhm0T<`!R$-Sd*NZ;~h&R0k}F zoG*5uU`YLb;Y;m}a7!z3bc!2~-w2%=(f}f4TPDhOd7rfhw9vLMY_7?SZRnJclRXxf zUy?4uT~O>WmDqvx348jC*n~9s$Uh9nwQRN}y;5d8c8V?cnl17JIRtO!@dhL|N9+qg zFB}z&frW^W$N>eu{qb3E(w!MjW`)?Ow&FAyB-iqd5*6EAeI@6nYg9yKuHZ0JE5v$2 z9t&~GKmUf%?aEwK#O70PP$hf^64G{7TvSBG#`cx9{_OY9X}FzjZL)0h#b%BBF=KRe^zg4YOps!@>}JR%@Kjb- z>RVXId}Dk=BsSp_nF7WY``mnNP>e9IRXCexH)E z{{srTZ23!Z@qr>kNfI8*4x5Inw*AF+jZ(Aw@LonnMoVhSpKx10!`_7J)S#vKSgYs1 zMuy8YS}N|(-P)5V;Vm52jE`zaa!r`}QUTx;5pUp&M-jW%C7;fEgaKh;Xl#tQ_{?FY zhh2B3#^>$k-kvSQLPAzuuI%QS8FB>$1rWlW_4{1Ec>Wwo5|p?<`J$9Q`TKL&&OZko zR(r8=w`}bX$v7u6!!X86q*zD7Vg~BuJ??C|0VLLUchCCnw>q|d3*Bj_O{$m zhTJ)HArzHx$~G^puXl!!@}6y1%$W_Qwi>q5eWKSu*e3PkTVgM;yIC8s^5u9-4t)dw z2GvgO=zzwct$6S>)opXE;+3?*!eS`p&~LqZb@A(0vNA2+`Cj2<7dufkZt)Eq&@~Vy zavj?mM96t|L)V?FlKntIUz$#7ZnmBE6i|8rU(e zcf)tk(b3_AuTPdSg@=dJ8b?G%0?omdpPxTIH8qqbi39wUhWPy$tVlXvT^y%PvCVRZ zo>?1Lv}sIky+`A8<3G0`?!XsIjkn;gezWPH=O??w)D;Q>{_uzhF<8}F-tROVQTHjS7{lw_XSPwBynO8XHDOQ>;obdgCf$z-WH3WA2_ zem6W1R`OjclJ@0&=c05x+1R~ZkGa4vJt9W2sQeY!<9KEpFq_)28{*-`<>e*^OP#XuTz6$;Wa7Ck z+VZq2_}mVtebKOgx3>onbDFT3_K|_=zxlG~3pXV$(69FP9PmZR1YN(r$x+?^jma7t z^(82%JK}kDb+!G)iB%}sv)>ydIq;g*ohS8P7YA^*I6*)L79;`oI#cbGrj#xXGVv1o zWoh|j!A{WJ9vq)O{zOmFC4MVwY!hxTBLkfhr~F3}e0;z3^zT-6l)Q(g;a+$}ha2#9YftF32J?vZ{7Zxux5O0pjsZA9aa&vv! z5Sx&|X*J0O<&V&q7($RUau5&@cwQZk1(R?GLbZ7yOYwpvppvHT7ecYca_Ukr~FN=6M6jb`77?gp0t=;$X^b`b^ zUx7rosNyZEQD};tvwzn2u~*e!5oLX>9NwOvmH@yr@Z%3ImgnMd1reFjXqA5Z`0}*j zrha$$0>gsU8?|wo$DydakcYuXV4Vj)iRob3K~HI@&LnwN2Epx!|79o}YNSsm;xxg6 z1z8=_^Pze4sL{v+%nRO#&F!ZWNF`%f^=SF{&YCv5a{Vx=90=}6O14%t8bDR;1b=F% zNLn(o7>ae;K@Ad`5+up@k|8m8iCgqvQkF5S``>a}jOH3FwuSKV@e%EA4y`+mkB@&J zS|{SMBtqQy+S-aLDJiMzb^HdncH`T7H#J_Q9O!q-tuQH$@0F~aI70>*J7!I>Vv^w_ zTyTBFc&fC^{&NRcaJ!@-5E_@oKBua^d)V0XMMobTO}Gk6nIf`vO{Bak{Ht{5{x{|r7UF6jWVn`3**WF#w3l-&*RjWpyLoB09?J_2=yk;BwA9?~ zSMkdDoQmL*#C5@KycUczAA0l@n~S89rZvXV73lb)MOVmP@i)k{;p+z|JX3)R zc^(HOS7e_Xp^tel3M%8c;A z;LzFJieE|HCm@Jk4*#C60q1~-*IHXKV7~>#CRwk4+=3D))5dFQW+^1U!PB|sCSU!N z8z208*w^UQ7LM7YexuiUa$VO@=&g8QqgbLXhjttLYrY;8Mk9EE0W+?)n2-?c4<9~w z!WE3P%l=rzV$kP6sW}H7BSod9T*42pME`%dv}#lUT1aNyH=mYHUb^j^g5Ws|WRms6 zZz7D6cfoK|@6kxYy_+1@LYi7y%4P4~tn?)%WXADwERXh0Kd=vx0Hri3QkF&utz0~p zLDNUnut5xDNS$tC;@`RNrbwjG<#)Q~_U6Tnm=I`|_=t=XQfecTX9H`K(1OT<&Tpbr z;@3gJ!HD<|ZJ=!SORwOPUE>41v|0>I%rvzEU8tBi%r_!OS^)%h+!_yu=N&-5pxxz} z9l=x0PwDB#`D!O8J2TzqhpX!#r3^KO226uQpE5QfW;^^a)3d$5)0K9<9UZSSWaEC9 znh%`;3dIx(g}O8hr%r)O=5*KES+D`)Au(&*TJ8Ig_9QszYw(NyyYmOU%^TQH3bnr% zO&4Vu2G8*%vx|iMU8zf`9IwPP7#72``F|l~c5@~-IT7zhhD{E>N*Vm;0 z7bC7+yL0Exd`I|`FuWk8z=46+X!pooHF#gCms`elo}~C(69bY)AR_<}FVm&Jt&JBw z0Yux{M!S09f#_ZV6?aj2d0$aa+8s)Je$CawrzvpI0J4YclGcvgj5K?!a3Y;?U3it9sLxlwot@{Jjn`tad77eSe${m zx%mO*J;DweCmbTWG-aJRVU)90r?N z!N{Erc((A_JPPCht%%ePq{?x8b_*{I;g=Z?SNm7{MQ&Q4{7k6lIcRhNhhU=600p+y z1On;SY+Zs|T>qFS79z5Os32FTCK~d`!4gvie&?-@i4s%fSMu^1qP}RB6UBZH>Ezko zw%h@m>}c{uFUhk3RB^OD6$6fBsKLia*L|I4G*{z=v~*xmkD8vBUquBk^sIIkHz)-{ z3Sj&1$ej7qB>cCA=RwqgxW3pvPj$<468VMj?%$WhL;Nn%Mgd#Mo_74;K#M@30VDcY*%QTrHY zP6|7Ng+M!qn4iATijQ*g=zlt8ANE*SSXVFF8XnkbRmAQ5ye-1w6&lfQqoIi>){+jk~RPyfo#-=AbI zGcz-X>V-f3b2oSQU*Kwgy$m7{Iy#ig9LoO2q_(1I0@>L+=&!Geb}RIJ{rYQXH5_0K z^D<2*D5Nh|L+>)dx) z`3mV`H6YC_0M)TuHUE?lbi0wT9SK{5?q5o1y4gm4qSI27i$oLu&y}>oR_1$2!`v(VI ze~BR65UQySszd*46^rR5InsBfXH| z2H5>$Zo#LWb90pF=mC=XyaMfElypy?JdqIqtF?7iiSSBa6q-v z(irf8v=^SIGcMwik|j2C!i&4uSYeXnkV1kd&jkNX_RRhhoJmBlP~_Fc>25!~@|Q1P z48ZQVtR|ztDX)NUGy?b!!yf9#vKd6CGku$M#g-cxk<*>jC z({OP`@mNjHudbRFH$YH>T}Se~*sf5?*Ny{3GXSSvur-bp06RpU0Nn!KYf|Lk(=H&- zA`c+f z(hRZ`FF!Fn4gr~(07Az3;%C`P=@>jbJX_;MzR;k^(0$UAqXL1WabkkFk=nc~{rmM?pqiLh`fZ<#X&i3k!;p}Gc?j_XKG;($B$Iz|th@U?m zqN1sm2?QdCPVTXYs-_n|RCo2` zc+4XV4pwCu`cK;bNH<5VD9dIzuR|HFM616I*nXtd_m4lTe2!?JoQwzQ5+`6*XxuR$ z%_Rnhw6N3}iABm23^XNZnwkN^#&Vk8Gwn+>fR~*Z#s7~bC@#Wu1v}KJKU!E=D5m}j z1lV-FSHcs?&_cMW{FhpRb#Wb_mD;P5sh(t^1n@NXfzg6b&jOaNv$Hc-yD9=4dNGiK zWK+Zs9{di(XQJ4Ri9+%5@nO-f)ZeOivbBYKZJmenbrP)0R&-SZQUnH>18y1@<)c1-K2*I&KisfnR+qB4#*o0Yb*47_hYiw z?hWu!j`rOn=ih^YEF3=9o{XxwuOK~!yfzKM3!pmEZoOL9a5%Yxh(mH!--;4=LeLVC zM?EKA?NwtiFS*kF>n|e&_O+*JZ`>uSi?rXl|H5dvpC9^?94>q|e@RqCpJQJWUQ^lK z(eb*(v|rWR+q>)cZ?W@#|9*k9Y_IeJPU07Ev|W>vn%p+C+Q0^}Oo={*1*<<+Y{e`CO?v+aQl%R8vzkwzA5Dbx!B8naz#r@*Zdc)_deiFDwq_CC9Qc zl7e%Q=h@$YuKxah>e-7q5!ZT7JkJshazot=C{j>ZiXZzQr$d!jxuF~V zw4Vz$6Q77Ei-UuMf@HOMlKA1nwClr^n=I*Xj0~itq;G&C^HhEp71jJF)922})i&V@F(>@8#vx>;{K{9GTRK7S~-WCjimy8VStkkAzcf2OD3 z$H#BgvZ;HC&<|Q2p!-WT%|Rz3S)|Cmtv!xDabzNvO})9g^^k;Jy`4*6ah$4m9uXd} z2WL^Py3KsJ2-y%}92V+d#? z#ed*W85M@+KK~J|e&797z(s$Qxw%;HIf;mcE{eYR)&0`DY=SGR?Ij`y%X)gLqRrFg z4hTJrN)m!}lBTbM@Y55AvcK=Y%&E5XHJ0KfY7B;~CI5ZS5MrpBVcpExBB6~EznYu$ z3S!d)>O%|<5B^3%yAlbL@cKgdd}3BVxovnwdEbGf=RnxuR2JG5=^7c{gMP%on)XKI zzsEc|_h)^QA^YLTvANjL_i4+;c1D?x#bP7Qdnq|OJDME~P}?+*byj?SjL>3lq z#5y}vI9nlYE>4%j*tbF_LG$LiahaC{+OWplC2q=^aV| zdsE`>l(PqCiF_PI&if)0YS@_~!{@R}h6J+m?kqh7brS_29(A!!$LBgwxV7f-p+z$& zd)|!b?1yM`pVJ~%rJPE#W6GSTD z^+>WFslm4^6^mkl2+zji11+(#2|OXdOf2$yT=*1}Go?cSZk(N+HLCmHU6P)uL0`l^ zCm+$ISpGOd%iN2FBJzjh&steNAyCVuIpd+7a&+BZK4MFpKpZT}WDbEUA$S*Z^AHf$ zA|?%BlW;Y5bp-;3j(0@vk7f6TuAM?~iHmQVAzC5Z0*wN0&=(ja2#JUeU7(6c!jjyU z_k3}L8@szP!M90-QOId(YTm!3g*sxmHZpU1TS#}}k%nDH7d?^$51ACyEfKD>N2EBg)pF=}e(qnYr0;T=Q&yVu0Dg~F(b2{wfZP(B3<7(4kOftQ1lUj_^%o3JjasAz|laL7o2iwN0N%T*VJG6Sg3 zTXt?xG-_Sh`-M))cIz)#fG$9S?@{8q|F%@~Dd4C~cq@Q%FCILny8Y;`e)ez)-P*Cf zNycZ7AH+yDWo&}`PhO-n#qU_~d8{%+3n=TtD?j=vDB7NNTqMFeeE zkR-O+)@kUd)3M1Ni4a7dk=5HZiwcfpCBMpizmMpCs95w$Rcz zLCi7%Sv_8Zz3g0NcJ_(~T4NVLpi)-F4UJ7NNpo=(o~Ly-SdTCC{P`0BI)X?i;58os zmk(1qh#z*qx*3?5NPv<%@UbjVrPOKfW$xBdOqTm0M7(&D^)sR)dgwv3wIp@kKVvFsZ}WTmYmJM?VEijV{tQ@yIV(*RF>bd zfVW@=2m(4@QK2MWSYFPuVGB|aaqATF*5!*D`cC}D2i6zPL|h$(WYdhHC?DjYvjf@- zw(4qQN?iIDjCWfDs3@fm5FLqko$YUJpvseOVi0~cQz zQQ!1n>CBFZqovT&BwTDG=y)K$xw6eLuEvF>BGNiCI$Q!Y*G>2zgSb@xi)niHsD+;@ zox1m8E5PK=b;U#qu}K0FuyQ$}SIHaEE(wLWUKgQ;v}^@sE)qG#07Q4h=eN@NNYO~y z*#mU~+O>C1tczNXv(d}hKdJ0=1g0^)rq}#ewiL8l|NWQ62*NnvQLTyK09T?u66$@b z^ANQNZ=0EI(kFdkxJzp(RDti8YTBEeyIv#_Awnfx3FOLa$RQqw`~d0*z)i+0LsvXF zhkVbT;X4tXr$Uj}6Y^GwOY~1*g;s>GiJ-%k*>qeNC8h)`|M0O5S3)p!(G-QW7cWiF zM7hxGm43jWk~QOs*Vcoe)=}IKdDKLaVZi>?{|HhnezevCT>w>msT5(agFJaSTf+a= z(mZom8-U#*?*9UP4&Xw8l}vyfQbb9ps!Ta;5SlLhnKvl~8*J*132bWj(cJ5?egw^v!hncARHi4MvZ3g?I zc|&GVMJekqTtD2Zy`v+pdbpzpA=kNv^a^TldqWB$gWp9_0QZmAxD-ec?m>pAUi20f z-j_@F2hh5NNWj-*0v!$Yj`@v^uFv=8@gGnYQ>uOWGyJ6S~zT`Vkv)q?6Rxd zSFp5H3#@mS*2LvW8>tO~SC&uWe+dM#Y&mRGIHZz;ARYop0F;vb?yQiQn3%1z^UA=F z7l`?Kh>0n zsUv80=>3CV1OY|6dK=V+fr+(0SdvoBRc|V2xbFHX6_50R= zLIeN%4M=BOFNdrdf&PcV2n%Un!=TTL95e5wqCdTOk-kmJVU8ruQ1Q;rvzYDS&eGfl zpOfW-DX1vPL2V@)vVEXVa7ueAAWZ_330AxJ^yyQWyoLS0BmlhQAT$jUu8g^>D?glS$8{(JQB*nKtWAFYwzG-;cS2L*=Ryk)Tc71QC&ay1LLa4kaLy#S)gu?tieviUy| zBFn@?*|%>W1MPVUBzI4eK+I64!b3_*1$TE4XY`Ci(Lx@+VKG(iP+hEQUF|?$o1J10O%7GtBTWg9x<@5e*juDPeD1Y z%60!S%;sZGlL&bW8Wqq07Q*3!b1VTVKKp)gad9djZp+!)I8YwU5RpCy!tD+Q#@pqt zZwPf0f?YE1CWthQi;GjNvNuM02do{GbBMX$;X%o`OF0o|aen@}wzhWkF??UBp+!0Y z1=$3wM1+Xq{C{8AS+k=rNZMvlhY6wHYlTnjpk{UK((PO=Emh+E@JK)jCA|_ zKTMH;r>CcV2qF>q4(WgG$)p94f;T_xgk=Fc^1(;?qT}%710ysK`mfrfKQgq&3WbpRt6*AKhmIh9*vZ|^Gc=u$llL=2tRP7q)5Gcb%Isp%b z$jeMqya@F4^k6U>DwK=(+>huHI+>HL2?RL|b#b0*wS#>lO3Ecd{;D~~-~$j9 zGdRhGumX@jAg_%TPy&f>wEia@NW_C5`~S|)APn$=t8D|Kl@h_vJOdgBVJPs|h%wHf z2QVB=ec95|VkCuhx;614;2!zGo)-SXU55Q};4ksM!+#Fyc3@ z2w`2VtuL`Dg|%rw_C{E)hoW@0SUtfrzH8=n)f zXsZwZSTX~78tlp*L?b*W`gAeC^aoc@hZ+GFp7}sY7`n>0!YO@K6I)wa3cat~AzZhD z9S89zYFE|NZ~{f1dhbQlePdzd%cV#KFjxek4e-GM2+Y)b(4`kB3$=6e*;+TnfN&eo zt+j*SbA<{~irH6L1EBwZKb&c2Xi1|V@_mjd;kAWP!jvQ*d0=G`b&orD?^1DaJaBP2 zO}z)r?=24*t@@u5JZ^|uXL^rGz^o6M5EeOq6sWQe&R0{QEZ+@9?jU|H1c3g0OWEXM z7azx$9IR%noNQdNf5%TH95f}g>Cd_HC27lpmeI5`T9L#*G zKPDtGpmI8wO6V`J4@!hx-d=;;rpbJLVFSIyW(_Edq2 zrNQOde%mQ%+ahjbC^kYGEiW%GesfbYZE0n-9R6ACGZ{nrD_L1;etr_*V~E(*(x4D~8R-36cxo|UcGorfeLXsoQPpw5(%kzqn4ZLNu5PTJ=lpE(kc zZUs|{B!ep%Dl~YJ?7qQ(z`0NpY6pyjSV3`~Qq4TiEKDkKVfvxF2sK@m(0IVjEea z22;2?IbBj1&b6yS)#s@uruohL zzR&Y~m*@GF2=&&ieIMNU+%{_wCKJVKA63)6QS46zkO`dP;^M-D2Pvoa!T!j|$gGK} zt7A%pgOs)Jr@48!F>S>&?`7n(haMiyE>8MNpc&Y-Xt{sA*nk(eKk>T|SrRTDQ?+DS zrWQBt`J*)6jGdKCFBKnbtN&#lxn!~<_dnN6z6-hdPcPyf0cwza6RU_K)0To^%Q!w9 zF8AK+*D0XnPs*gUm`&@B-m-$gkCO9VdwVjHY4YIU;2kdu#hUM5RR}i&i^Q%;Ofx;^ zy#)n<_B>pc2uNgpB!q@bv6v4$2ZHMT#>V;BRHW2K^FHn2vdyO=5R#odJ$X@4b3axO zAK6aT3J(=>AN;ZWK!XpWB<*2ra4E{)1k}23Iy!oyjYv|}SWm^6A{mBQhFdQoZ zx4bE``pj9g*1nS_J+NfKsTbE>bqi&WCOhn}tgT}Mx*)2Z_=8jfgG5Y|tuL=G;qUeH zV_DXYJZ`A+m%-Hq^|GP7KrgwOLA%KCfaJSo{d#(PIj8m;nHt9#gH7NXlBo#Hi3q-f z+)H|H=@1g!+YpBeh!TO~NiZ?muRYWiwRH`ZN`>DgHr+MyqWanKeYE6FHs9fSSD?cQ zNo_F(BFK8)E5bJ+f`#e@X7Uz-ynyKi2Ut#ua8>CV? z6v4^p4gYW-j#8b@$Y<&p^e19?Ai~Dt`Sa6|WHWKH#5cJfMeZI@(q4e=qcwP-47%vv zkEIpC$tyw`#&mYh3;?4_G64BBjJ!eq(<*FzKIQ}&`O!zl#;y{-1MH~E%?a7EgO{M& zhS5@u56jETvn#bWZnQmMXO{!*MX4FU$l@n=Xl)i0lTPqj+34wsU}G|qZuh%)IneYK z^uF%;Y|qGS?vH~>BmfYe*N^%<4nLFM0>gsnGuu?5ZrDiyVHwIiGwc%@B};@qWg}z9?Y$Lq4#8 z!cB9-fb01dN(;`9)iBkWjMhG4=fKWloH5pAm)hhuoi<*$U;z_ipa@(SO>C>!;Ni9$ z1bZ9YK9r-kj6eXBfxqa6Pzr*89upsLM&dpD>i)t=^mriN&#=e6L&#KtPs}L^;}8(~ z4e@c`YjANF7E~($r#kq}$|1aQSmvHs%wWY2uJdbnakMCwn5N&-}LnC8u`*~cxqrN zZ~%E?1B@@rn@>4=J<7LoC>;XW!kxzO`4QFCTX19rP|4t)NVq9WvSy_X^7jUTK=Fpk z3B@*+&2q!oa%Hl=;li#jKLmXkOBIotst&(e{&*L~6ye0_5Omv(_y=hy#IZ2p;6N1} zoTE+vK9a8outt%)T7I3NG;-;NJLRa3Jwb%Hww7x3JWUngnh;f~6M%^_jxjh=0^BzM z-k!pkaFN5}3w-fGG(s?Zj0+D{+<_0a<<^LUc zbne#GAu#*PG!eh#&?V%eR1r5~e8Y+ptHe50B$1S&ZjE`5b`UtG1b547pdnyqa6Ysd zUU@6zLLnf?3e!v(Fzj@Vj*nh`k{bc#GVRCx)q+wN0Tx0|vq!kH3+;=k%^E{wveOQlj`q62H;=;aj|8oDcYb75B8${_Xw zWDLWz6Gq_D^jx3Gp=}Ulg+rSfrp+V$@P@Bpy?h|9#JqI?+DE~uT&W+H0TU)L0Zpv< z@4hXuqKe9+H?^TWHt{kI22_9k8zkmLEE5l>$0-T+M{C3g$LHTKC*ypQjs`43P&7&9 z#L@>iHjc1+;AW<*|HMWEgIDD23`?%sJX3r5asWGIY9hZm`q|4Fy+Z+rTNW=y9-F(c zZdfy(5~u{&VSv@E+YjNq7g3y3QIgus$jI51cHx|^!<}iwGR6guEd)q(l{NICorRs+P`-siF(-XD4_jIew1~xdz^J*PB@;!Q z&z+_(a;;afot!e-+S)|HGZ!*Zy*f}e!g1l6Umke?F<4M)nd^Ui|9CbISs3&JgO~tG zmlqe-7S<42qFP#8*TTD`kC9G9>Sst%P4%HO4m}jMjK z+%0Ly%dyCUd50>B10ea+q&(}qZ)HOOOiW_$Xli1>__7D6>Sf|M#U`LZz^Et_mhhkQ zjS}VJNmh1)`0}ZMI$0ZDNY@&E}>H(_xQZ9zNxky+ozRnYi?S!npxqF0|! zzZZv?WsvSpqHTEsGJx4!{Ho{}p5+6smiF>}%Z(XGbVw$lk6X2aA83>EHB41qT^(by zEKw(M4kM8O;Qgbyxs2}kZR}&s0gyOp%hs*}eM#oeqa~A=f}qca>8YXF5#0py(q9qc z7(e7GNOjz;5hId0Vmqs1b#LJ;OBir?@9yki26+lLJ+39Jsldtqf(4YNERYyB+}coOor2?9xwpIF8*S# z@klUq*5besZ#*p{rl$)4=19^Kt{hsgli~bY505lVDAR6(CwS!2kpUMU62n+yy( zIyye>ynhXC6Ii9H9}{D~eWID#+J%#2?uvgsd>f)pKlU4GG{XKQ{w1kf>UiIj=_Wdc zXdg44_~wMhtBGe{MjGV@Iy!E{9DfcZJpvYK81)ac!F+`fjCI(th=rK6QeS^D&&&i` zM9SCt!gU>1_~PEeVRa1t$GKXU)eqmsj4?3LkF*Ji2a6SXw8g^&?bMz`fKLas72thf zRfG{$DM7YkYh{owPM!ANnXbS2{&dXS+uIT80gCrC^bdnB&@jI;Z-r#{lI!!*?R06T?RIi~o;@3DzI@A;YI@Yw=e^&6-Z?%#8E~l~E$7ptw1Zby>se&SFPRkEtT9)D j=yW@k&=vFlejz(MAp2d_t|lcx4nO9mdv+G=us`=toQmt5 diff --git a/master/_images/sphx_glr_03-matrix-multiplication_thumb.png b/master/_images/sphx_glr_03-matrix-multiplication_thumb.png index a9870d36c2219f469316b46ddb0ca4efdd10cc5d..5e116381a2038537bd8cd2d0bcbe8a6b501ca095 100644 GIT binary patch literal 34234 zcmdRWWm{Wq(=`pxUv;5RPDdERhvp@E9BQaWB) z$E)sHI=W=t7wgyK9-hCY*jG(vX%lFp19$A+{83=0&ifJcX$CbR=zBwwns8M^xaN%X&B1$zg(S8U1ih3uD_*UvI;%3edI9lLm2tKYP@Z^wh zv~PY;qXs#t|9|$+1)QgE2#W9Ty(Y6ng6S0pObDdj=18N523}hEB?pv_fP!t#o4!9+f-{jJz_y!!0h}s~@&Hb&$-zWgMh14j9jjTUlO^i@ zGm%N1*Yng^&;c@BX;6QDaq)5GkNtRtK%{nw8jtgqEUAz~l%e0YQQNZMze8UG&3fu| zn8pSNBT(Z6M8?GYl8wMC)nTQjqZ^r+fL`S=~ej9FMGbk^Dyr z5tk6fM8zd0lC;)Y=9YRonX90B{IICq9Ov%FNj|KcK^bT8YN~dm4*(10A1K! zsXAi+X27JbB(pRSxMhWULmEzOkCPxC3u+OPgoKTqkuA=2>VNSU+t4rDvaFQ$P{5v2HAYXlIiy?(WZ(99=^x!;tf?I2-)V{9Vbirz7SRkx z(ESm*r~JPNKUJ1~LoN)Lo{sYZsjcO9XH`k36*3WU#AZ+)g&!DEq>N~^&m{jGQo!`@ z!gu4Jlk89x6~zCQnz935!abQ~TZ!&X*$zk~O!E3dH$6N><|PU;oPz zn>pDa7WGqC*Wk4Oyfns66!6$h(AWJjR@-E@2QNK>;e&#qFzRo&-<6OkDV;6~j8npA zq8K3=|I!j9F$7WARqiy>$?1C*c}xAHRI{(aDYxS)X{$#l#JFWdsW3iRP6hMnJQ(6u ztTzUZjS0KjgJwi%@c-}95`5|Aul}&zs)bRyA~#VOg<)0UQ(*Eyu z6cyqg$smww0hTfy7px-l>cNf-0p(NSv(-mKC*DjbBWv`o;mM$NuxZE6iGjhTV54E@ z%Rlr85Z$j!pm4oI(*VVBP9;mEYf*AXNEtJ(JlkO1L;UFyyl> zS|K{!QfjcmOJuR~=7dnbBL3%TN%7nX#yi*Mwy~ak>hEb28h_YT(x|(tHHIG#Z!WvI zOjt1{t>0Iedv-I zoa^+jTsVQTDU%$hCnwLxxPE^nX}?YY#dEWu$;E^``Fblj9?W_MtYyE08lrU16rSI% zyv2K?sri-?du?St>~ zzhE$FaZ^0an;cJa)iPvMdTH+bDl+$@=Ox}~06n4Jh_4VV^5yMWSL)+?MwK`w@t6BT zaxbOigx~`Dk-e3=_gmRQs`sE*F*Rs~#veUYy0MjW4BqYiJjn{Zcqap8hiXL7s!S)~ z5Fta;zf^zwG(Ppenq~ex4IM!Y#~yj6w3!@MKQ{A6b3YswS`~HAvyg9jE%5b*g=Hta z5f}FqzXO|%xr#EXCGB}3B1=C%Tnf|}$4^laGu>H@=U|Zu4huxoSwV5l#lH2HY668N zB#bCWqf}!U-f|H0{?V}|SezH{>1k)`JkxQfy8t})Xl2fWodxZGA6W26ad zo|b4-KzHdgRjUJ=TSh33k%P%UpIYvzwFu4?p(U{~38|+~fEnpqTSvi1e+k83$#*9b zGpBs+QW9BN38w3cA^nZE3(FXWA+DI9@x z#4)pZU=M$Xx~!yjS@HE(#xH|zNu@lQG%Qk~a&-A`J=FoQvgus!TnItbZsCohV3R18 zP^r)#>)G6pg01K0yQt=yr*RCcKfkUnd8)`sbt(S6?*ScaHPFQM>vP zsFG3;?5f87*ZOFYqKn{aryq3V>daVAuL4v)_Bp8rmxRUf?mEd%CKzRG&+E>_TW$C| z{3Q>1sByK}x1HTuPLmxMV#L^^srBMW@`lbF)G_@G5%%Ywo(CB7clN3=NUT13pIn|9 zvZh2wh*8$)IK-$>Ixahzl*L(OseVv{p3|tOpOm_o*90RJB-cx zrtx;j)~=gi3^@bBah`~%q#Et+WfJjw$!fId|KJf&MkkEf^hYT!Y^FvV>r*)L<#Avg z&yT+x8-r3)$-CtOu#G%F)V9~9>}pb6xS#hh2I>aciZ7(;*zi0Hd2WE8dfG{^84N?= z@AdO@rGd27YayMmvlB!V37RU9$MN>>YjJfcxor2oOne9sv$6gKf^qU`cg7PJAuFmR z@tuf@j<%G=P^B`RSlO77!51%#3V8)fbw)JVv)x6vp9dLZ0Jl7aPvCZvvAldf`Oc+k zJCwM3Vzb#)%D&$`PTtIf3WP2!GSXO>N8O^nza0ym(dq2`?Ou_EUL5e6nfv;1cXnjc zW36kU!<4^hJqs#Duq_UH3WynLl0vh+^53T&G&}Cj3c)!zkU(Y-Vwu;LA{ zvPD9=Fi_AwPYz2&KS_`64g*q&5A&c`q-=2mLi1?)^A6KDeSHz;j$6{NYwT009~#jY zD+6ziYNFvDZ}dg-qA9U%4ttn#yQlNPVRuRi5GlV+>CGem$0~^TYG(&I^^2dYKJyOs z_8}|Sv>Jz!MTCXknjyg^o*2&ABSrqJY8G<eA@c8M9i zG_6Y7oUgOQ1Mb4J-6z=If5lpy%F^ibw^dVZn^z)9ErC>Aog;x+&>f@P)A$bs$h4@j z5mf$hj&aeXQWF`M6Sdy1!p_o^@z={XF0OGEN7+*hikG0s3VmqiZ!H!_ZC2>yQB7A$ zutJI2WjltD5KO(NR<8omV8uHUAoQ6U2b#?-CB8eSzS)NZ{VOjW1OhEC=u)DC{M&u! zx(w!$rJXr&KNTy52FthdWT!>_N5HHwtk$i${UfsnONdFoV07Q>%!FANkBGf_5%HJK z=wAD>A&nA)v6AY*Mp2>n9-{TBsnTUDjj^wR%rY}94U`zVFU%*hOFqjRea~9Bzb%oT zyM>a#&X8zx0N4DwcXp{rV@n<6l*(zElqvVKFJI=jZwrKet|k}aVaCnZW+u@>2Rk-s zafPYTE1p8sloNx8Zdj!GNm~T}Wi+5Vb!Exz_@ECo5*(hMx+H3PHG>*Fdft5gtHU{U zdvci-7lJ7AA9SzpsAf#))c+Yhwv|=5W`rIknb!*44E&h~FOf1>%D(&kSy1pIeBwfX z@wjr9g1BPXC8&CB+0Cn`SAFh^t(>}(zM`fU z+Ek%)d3!Ji#nr3nWW8&IaH`MWU?R7yZ-!It#5@P1K&^|WBvR+<)idaEB>bPHZgnwi z!(9S^=jj-;Bf}#!T=J2rnMA>Iv2w-M2BThoin;RYwq371a%75J2ijh+b7lXf91~$b zL$zDan{p7@gMU#GWXa9-9Z>HZ-_#p)9{6|-3mFw^I^;Gj?|?L_jK*B02V=W#E~`_y z#`?Zu*iwQ4{8Mt%FZ&s+b_zZ}Z+3-!O^DX9U=@Lhd^hGhSk^w}`?7BOGTsT3%i&%s z42K}5rn7M2C1a)a5Hh0a|Ccuq7g`wk+YS;L;8C{f_=O0 zzCBd$EAI_t8+d)9@z22~S6c7QTH--WRy3dYwDG!$_9EhHyo4?J;?;5H-*j}Z6&{c; zL1k}9tz86&MRJ~n7H(F5u$C1&yYkfsoNv_ViuapL<9{<%_RY%Cwb4KK+#)r-ea=X5 zfc`)|?;hDaI8`9_1A>9r|6Yo6lvVL^rxEa235NBmNaD?98z{+4B9mF0=Gx?Z*`;c; zvqh9&hE>&a{TPKz8XdV} z9a@+7OODd3tUt|K40BuM=`iz@Vl|UNoQ0b4iGFRDP(l4OfZCH;eF#oP2rDc!wqW@W z-I&`LYzg2)g{g$3WZ4WJEcIX}>&$eMRF7H_Yraei!NmB~!1~Gbzfz3{MvYun?W1q^ z@rEzw#$e`sj}2ARA%h>Wy!V3HN%;k@p7nE#C%&isN7kisyVDZ0%>U)fR#Uy5v&OsW z23ZVtB8yQuDzJ$XF!AQc8*T)ePw2+QStm-eQgsU^8DkByuuBm+`}4EotEtPS zt8l;#NN?n4q*`a(h%GG*Ti|`AS4+gmhSc66zXKR^?5P} zRp~j+bUyNykMOaMj09d|Vx@pkTwJt)AGvokFRq&-aWT}n|G_|P>!}pS+l310rs~V- zMKk~S+h_z50bHx#FHN zWe34lCsQ@<`(>N+mq%{bU!W{OhWDp;PA;v2f6*o3OOx|-MgotYyhRukBJfZjBEmZS^LzJ@<@rCVl5jar@V>Gsx-acgf9q(3QS)3i75 zzh^v4A1{fP7|5!T%!i|rz?jG#`{faATrk=jaotA`m7i-8Ki5w&mV&cnZ zpr4J>PiwHlGdc9guhbV&*)^^t`kl6EtHv29rS|&rIfu0XNA|4)oq+DCPPH*SWc1A9 z%Q5EKH+=`u2QEJvJvQHqP*B#*05SAqH9Y(!Bu3DFhh+Dah>8m(kk~X14B`H7$C|B! zQZQ@1+iuL%;xcE1Tt!#`Tk$@1Sh{Mg#KDA&BV+7}&*M05YWo;dl;iV!o^G%ymfpx9 zEK9o*lGF=XK375byhd={+Kc~M%|zoYa>ct>lOta;ldpet(o?wMj)oR09SBr0gS{xd z;%!?8MwYCBLub6HILkLd=G?mcZXd= z4IXo)Bp>h<6S$2gc8sp#9TK$rKh?k8An!)O5;yO;K>8ZJ{8O#!(dNE3s4iJ$-odDrq!CdRMT_k>5pnfkf%XABQi5ve2tChX4cCWnKKP5YpO|_O0AhWG8G(rD}mn1*5Z_9tH7zoFZ&gaz6FUMR+W8W>e>Wb_C13M6~zFH4Y zKqsVYrnV3Qp6PsUw6LB`%FG5x5<8$d_CpEB$GMuVOVuc}wjVd-SHf}+KAbJL#87HY zmEwTS?HkxE+MgHr86jDXNx^>Vjp~iRKgm){*=3h!R~AmF&E~fd{c<%FSL3Ll(KgXf zTA?XaiKwO~q$j~Hh*5h`Ydq2RGjS0uSz4Fb>&d9cjQYj2*WbD!r44o z?>Sz;%HD#P27d+}tgipeB;B#ZhOZ$+TK3p#=4mhw3)=iX9M5gnf)Pep)9Ga{P`*uO zPH%N&Jt_oW&0R@o_BJ9~8*RqpG-c%7^Z%o&9cZ}J)pR~^qW2zBnfLEb?Ce0DmtE4N z5D>h|V%s-n@}!z1)O!v+sbkeD0^0mc6 z>!FTF`&G=>-U_5>?S)R)ICL6j=wr2dI)}W80*mqNVyW`5O6Eh8GR3QNqIvA{=!!K$ z`evt_HwG|++n1OXq}TwqCH;!oe9bSle=Cc2ekHIMZ)|R;N&b*XA0+SmD-dyZr`{1&a3(d`z0yv^%X{#>1o&cF6%;Kx9N#C|d zBRN4zMXC5kB@VJJL34hxGAhH|hIW2T(%@&1jn)+R>yody?K$pE(9y?+|6cplC+B1U zGO#%mXtMtfUFUvO9gWqwty22M5~*9Vcx8}k1AD^orq?}N6Phe*UaPZmd58tlq@=mv znEeYr z@&lAvT|PMyQ!gX8%_mPDPeMxf$+S(ul-iTdzRAUCQ>USG&_9+#LR(rY+6ijiBxLiB z34LQ#MsX=?X}+<2#`D#CXGcMq$-fYlYoR1vy|W>C!J&G=bGmi528!nN!g z^Iq}}506oUvoOBP6-!mj7RW{{SPy_lQgM#_hBw@Uy?^!d@uS&EcM4F|PmKTFZ%n#i z4Q}co129zZV4!wc3AcetNNX5x?SQP(w`4{p36xMRsh$9ES8U0u1&QQjj+nBW8$T{C zZW6lz-uI#+`hW9=kpu=b92~A)JoMPMC*PJ^&0qA0`Vm$GqfnL4g7HOJ^uMUGCQ~OS z+V85vI-hq8huLZ%Pap#Wu*>_KeP{a%hRFA)vYh*p{x`bbuU2C_1`wnO^l;30d0BYh zx(oc5n8(Zm`x5PUzXffRGw>W3gcE&`(IS{@m`5Lzm^uta0iXE&@+4Y>Cm3|K-kqX@ z9N>vVPLcG1{lc=SVpv5#A-DcWWr$}$I5k|PJ0C&A`IqwCJ5LYQt{z9eihvUci|+WsCq2p?b* zaLMj%xnngffUk`W_5Ey)Y4mt4-SOPutE) zO*=&EZKkZxH+qtoHG@3Y{Zh}*oqnn3PX7Mb$86T=>rAZc6=lD|cxTl9DEPIVmpFJd zUQIJw*aeDO*c7vCzV*@PwtOL0ha&PIb3m)-n}FGap@JQCWT$T9Xkla8;b!6e~Sj<__3%Abp*QXKSIKSB$UHo%vqANFaCt(unxui1 z4i{TZ;|j^zv3C~~J=5=d*6axbIMAv0q#yS5cWZiEMH z3jiR-<>P>PbOG;0(5=bZ&@o;8vY)e%c#L?v?juJ=xX{qthN7B3wtloefT*|kcEU}o zngUY3w0r@AoHA6p2UP-dEiKpdHz9QcNkj>XVVeM^Xy4Fatoc(Sr z5lIZRV`VBpdVh7Ci)rvKq{+7PeQvqmaZllQwW`7*8%5w020!zB(jenDs&T((P12}i z-^a8qnEK4K%RFY;Is<#G&pRL7PcD8YvL0! zdvnIVExCUou9&R;1c0s5WZS2#r*r4ao~fBw$vw$8#&1wvuxYzRzSn=TF>v|{-?r_k zJyAnSCG?c$LvzDjiuK_u5wB`G0L{-`FZ=RXAQ8D=Mt7tikjNXbU83dd5|VS@x3W+G zr3a{CIKe1thD_xA*s?xy2|1~g(D5-K95=Ri`hJJ?dAUwx&SR7fnGwGfgczYo8_Ov0 z{hHx!pz$lejYrV%=X_BEGxjhODv3yz-FW@CQwAf-4E41W7i~Q4d72jcMcD>73$%GD z>;}@g;(pxeDwq_aNoE1h3u|8q2?+XMo*z#hZES4nZ5LQCFE5wstT1XI@eh7!$J(ENj7>71il>TReI}XVcF70 zBHP3oH%uB>W)d(HvI4-3wHU%uB^gMsxMKumcn08CjG=r+s8FHe2mCtKc?{RxW&?ngk7vE-X7?>Pvslsp6?6i^T7K+KbZ%BV{p4^ zPssah!*IE>czH#ZB;n6H@g{ni$x-c?TCUnN6*t01S-|(tI;2n8Pl}VOj67`dwl51_ zwa1aZ%@;D4N0;spu2&ZS@(FSq;xIhUwV2 zGLN6W0{F9K7h-qvoDi~XEf@F(DC~uUxJ*^}fY)Q%BK!=1%EiYG^IF9xBuf9}2~C0! z097yPiZdL*&5c^oT4n7P_!>D3vHK05b(9EWNag2Q1&A_{A}2n*n&`3U3NMADWwzM1 z|5UA8UT@Q)0Xs|;XVZysWsg^?w6C_qj?<^kov(X7)qkhQ(Q?vww{db$u*V3C1tOzh z!B)iklDoTrrUE6V`wzyvUM&qm_*qsaB+Kcs;o|+N-Epc!%0le@X*J+W3 zj=ZV&`^lik1^sh~t4r0VUVu@&K4f@3Iq>FqKQuv58T^rZ_z{}ndT=FA#e2n@zGBZQ z#o3g$e8&ZNaSLOD4-q@ylC_G0Dn$6OMPG7$+@EuA4GTqIa&w1VN_ktoPL!D0TH6oX-8AUlr6>0MI z4@BaezAxZZprBdYA!KC^*wMcz&dQb}B1= zuIK0`bSht~+-Y8PtJJ+eb!E>Eu=s5BL1_}}H@>-vjDi=83QGn~F>Hd3a(Af9uGN~! zE2nK}1_M*d+g+l;``zt`>!^lQz}c1%!lh|S{M9EFtuIeUlAO4D#*$5~Z8OV0>l%*h z)%$(QdxHc}+8_#$^Wy4z59OZIS`2ERjvTP*x0A3F4#S4L_dRihoAFKl(JAZ}$eT9> zB2J*BG+7MXmjN=#YU6mOvxQ1*+gI18P6s4yqu0;5cN&s~v(u%rbVTGvl5(cV)js;j znBSAxpp9Gr)lH4rBvvj-DyFLB3KutiITz|Dn_@ch zXMvO{Swj!Q0^$F4g^$x;{ly;GtSi#hN&Tcd8FKfO#KQ|0;{ga!{-8hbRiOTP%OfSr zxVOP?t`z7f9SB=Bm%Df))j6!kQ+V81!4ZK1$XiGIc2tPxj&k+!Z^3UL>ECajiiuh< zg_aBkA~-!X1pRd9nkiI8BPZyrT>Z?t$Xi@8mc6%7E~#_EHvX>tM=EQFrTWT+BT%R} zetBBBj$1$eIb47mhLn_mXxW(eZ+j4`1x!Lih9CW(z(fDdBZmo)Tc17o&3~}h`!r|K z;&c<#AwwYvR79Y`8&}&oGBK;a-}wY5D(i0UcXmU5>=_3yfV@%e3RO8I5nnoopRf_I z>EFeDqPP=cjEn%Xx%k>WkG6;U=5oT+rP1DcDZWm)Mw144V@&8M&@_HFF5vlQwldaC zv<E;oHy+_qmOH$-t3My}%49H5lCYx{)IZ&_Dz&jdtB> z0r7H;AXKdB?SssL#V&I5A`<4Dl5VPiq&@qnM{Et$w4L{Hwg z>S2o%=);OQOzJ7YnmS3Kratp#_qUqNJAS@?(ERpDb$08K2!`-Pdl!0s4pkCgge{eGVkU@LBGY?K&_9(bS{y z3$~#X0W=9FiE+Ivj&}q0!}y4Okls^aX31s|T*(kxEB@Yu_ZtMx5kCoyrw{YAzhTwy zG5?5}qNUy7T-5OEzC8=Cwb;yV%D2$R5D0+f5RY{z{I)x{kF_IOi&|HIRs-Cfrkdt^ zRueivGXk>^)lY_1Sp*mBfDobaJ6v;?dpgZg*mR*Z4nRP8Zchq*Y#1i7#F!0xdXzJ8 z($=B2$>k`WVI}}yiaw`WX97nI#60w4gC54k@`dqab5!tRU~7-NfuDx}K(6tXUoeZx zxzkTWcm2@wtMe~GSjAzZSZo$`8N%LBdhZkv@YZ!MDuMt;Tu34nHTK5}a_o`FXYx|q z4}EK8xk-t#4*u1CB*w+k2BnE&;H1dZU}Cjac^g#NwjAQye1&XrBouW^?ff&Mf~Pfj zU}npZ*jZQittt8k_Io4BLR@5=6vul%(=aTaBjH@4K7c#v+^$_fC@<8sUGjD=5&KR6 zs4PalpPpXw{sAOHpDTkF;20FKsf(3H1d`MR{euk4ti1|1Z!7DX60Jr*nLUXE$q=y( z*`n3}y?C)%H-{0)g<6wE7r^`}xrUQKQ`x+40sxJ-$D}HcvnM<&m<* zGyonJK){fTB_PuP7g{E$kKly1LENZ_iA4|`KNUR57sh8c*40B5LnkMHKV7@{zk4C8 zUzuVYzL~rd1L$eV9Ff?ogFTWKEBYEe|71$SZyR6E`z?S(g7N)C3-R-(*oesd3G&eqFeXuXT@4_IFxMTJ^B5&^46O`v=Q5;if?X3 zwP}jZc~%tQ?nij7X1I%J0FVf|Ic+{PIjg8QtJ1;Wr3|ZIOpi<_hNt{+-kejvNMeIy z<1*1=JklAYTDR(K-Q{ExyUUHU8R53WO)hFpQ|iK7?5mX5Sq(OT4MaK^5+(}RH7axhvXT9n`l^o2e zrogmo40h4lv{*7<-!ZZ!;*~D*fdfMF!+_x&E*1z~mO`w;VvdpWN#0-2_G)Qodo+ly zjULa{w2E~@rc~+52@`n0s(;4Do61n`&rWoPs&u{&T=B0lmR5c7QdKXnHmRm8U z-`5Q87;TF)YE_5Ux$T~;fx6+mo#$@1KZ8~MAO1mYGgD_wC*Z?3DMO8zjw6-9_4h}; zX1C%vfDZ~F*w%44kXdKKsvUoih>T#G3Z)T`c1rHmWuG+%0Oj&*;ahA5yg-CgY+P#k z`^jFi9lQ`AaqHLB#C=l9|7k|(FLI9o3?mA)kM5t+rvREP(|KYj5b9GaD(u{_zcjG+_sp(DUGdPj{(mDPtQV_$0)@|xy8_|m{N_}qA@%r@08X99-!si zfx)Kg%O6<*G&dNujj=Po{t6jBLITSq&;xTAKYe&h`)k8rR2h@%_WrcJVp}PXC(-N5 z-~khsBNHOv?r9-(r^1dhH8a~a7yk&!Bz*#a+ZDE@a9(KJ%5#3(h_M-n*P+lW<9Wkc z`2k+IU%Rg!%^`->A*Hg>21jElOW2F{s(LariFjzM5zVQHNk1kvoY3`yh!=AkI9u$D?BlxQtqXMA0iLo7rg6tGXY9$ z=?)-7wYi!p*(NKSEz<9d*ZR68kZ1qs7@4x)ZE@VK_<0La?0FVddKz>FoPJ|{(0fu( zd;y4B_(^zKA6dK&^6!O%nus`?f%x#UUi*vHq4%;Hsmp3eO+L+Q1)(e;o!B*ja0xxg zY6i!c+KUwA=k9!^?Z)$6zOe{(2l_kf#zI9Iv6^=J8heM@;lx{HoWLI%``3e-VU)hu z@{Md)W@+jqHM~vjgAe;RUn5rsr$uE>6koBKD0WX89TP1k;ddhJRC_ai?_E*?9FU_A zWu~RY;aXWk+FTIx8S|hJRlte}s@-HY%_!5)+}u}KO3#VI4+4tbK6;?@(OCZa+gD_1 z{^CBhO(Drnz^!S2&1ssg3=cXQ5qt_{565q7AeO{0W9oG8n|@hS+;3rcOK(&fOcxX* zy$+70!@yMhesYvn3vEK=VyF|3#}JJ z0}5;0UH?>j?;s6KK!QnGK9>5ikCgh_Q7Kdue}}+J=2ad(*mR(NqLEx8VX9Vpa3#mn z;@XV-z7SnB8fEIa-ajoooSfPJ)nsCdu6(X}-C>*)#h_l#bVHHYH!S^EjI3AE#^a&{ zgvSfcjcq+Tf`f_3kh(0vjKLOZ@zZVm@~u6z16V-WaPI@fi>2O8`+B&(h`tiLz8kkv znd51iIJv$Uj6G;8sDY52($9WHjTHn^Ww`CL=y1KErodAK=~}cC_poarUwlRmX8)+B|W~8 zuj`QR3&7Kuo!tMt(w|z_Fq$rJaQk`KpW$i;aF8fFginU=|9pZjC*MB%L+Pi!){#9ER@zA?`6))jw9HS%HylwKfyK{9qjxXxspO(OR=C5I`9GkhVD zs@wg2xxpV!lHaRtx%e#d1~+zZH-=tKQ?Ha)Rnp%|bRN7go?)K%o)o8knOn-8B2&#P za2$Adi&goqD+Wi%|3~oP=C84O57w24J!LU<5C1=YMq@uxvQ)*!00Ml!t4=}&jBTY6 zEyaG={sX;}(BWGLoud4Izg^(CbbTVgfbxOV~Ruu19DIwu0rNYn%4QIWb?QzE3}#0$m{k;35^PtIbukrh13wg7(R{-nrjqV5Ld-y6Q*UTJ|nq=Jx6SNSQPL6x?EnI5>9qOk0a)`HK`M5l(wyHU%70yu8P+O->#lZ{)1QRcG%7}o*vllA7vu;i146#gq~Hz*kD~aAPDMl zrmTTd<1YdGmT!UZteeEacCkl_kuCzZWwwhU-yFUyPhv$gap?4)^W!m$x;9yRVl|#+0D``+4j3)vXFp0Qu=(GXPUH0Iw8iuZy4+QG;y%C7I@a*$;L9neL|t zbNEu|LdZ5tH7%N}2c51*H94(~>4!yrY-WZhCS+>ulQ$k^wvg`0d~FAojF<99jL~=|C}~Uzq;aht)L3^iIoI zirE9ujp0BN7@R~XCvCFnIbP9qL1YCpfw!$MM+{7<<{D)G%~@iiiJ%=fHy2Kew6>$7 zmk^}Xq#}&PFL~)bkxE9|Fg&zBY>fFXcqOB~W1Oz?6|zN~Z$8=v7;&>d_X(HcP#&WR zPd{VASJv?};q^|UW@=E(zjs@jMV|JK7*mw{@w8tGD$7z*zE8e0kc6Ie%c}Z%_*{mo z6D&s)o#tU~n2&vPj!KryS|;2uMlrlMv|RQfA^3is8Yu_oW8Q31hxU)DpEiK%>D3!M zY}wYjHwLXzyy@Z3qoTr7`>Tzq!3#PtzCR3K?8>FZkgok#GxGq?GHJ_mrfWWI%usT` zaso!DPhhxG8@k+LlLHTCjp-_Bq3T@|hB-G5jGDs5z@HyGkJs$29!LIrN!tr9$)qD3 zlej0m7}w(i`b_SUzN|JS$4j6%BqU`K_%Ge{aoj~r{3t%!s>U=G`%fsF?4!fSPl~#m zwM>k7=s5EYUoO|9bJVTtE~xFLJ7tU6L7xsYP1c=QuJCdN9|*qxDPF-l^x00R{>X3@ z@wyOL!^o82#2VGK7Brn%`Q#%CTli(MQSq(e=Qde7#1 zojk$QO}Rk<>z;{qiTj-m@5rVc>HCtLhuAxjw4%%0%x1G2XY5$^v`=$_7Z%vyR1_}#rFq9w5(P!oPEDRtsY23q>z_PDE zXTYDe7&q1A9~0ga+~bY{Kx(gbFm8xEun*gd5TA*`XA>0uP64~@Ypj`iWL}K9_QtWV zeb;ihjrL?4In)osrmqTDBN*uNi73o0*R7r6_Jz88`Kso;UW3VMNOB3McEl17w2N`D zl=+M7VAWotUYAepdnC;+)W9hTaoD*T@&l`qpU|iIF~buOHz27C(QxAidp0QV92MSurUO2{l2n(X9q6{o#DCsR;Elt zYoUu(xt0CnTCF$cIzKruuy3~BK327w`7%SU22ueu99N5a^V|iR>gb)5 zL+Dd?-Y*Rt7VYRebhv0ksq|T)E;J!@d)YYGw+s;FrKW>XqgdDpaZ|m3 z2b=D51+UAP0thPyU^wsc1(?K)E)D)B*~*lzsQNr2ZK7R$5d3J;>K2h3@RBa#x*Hcy zGX*E^|0KNbcSo_(^xBk!*Zcg=9bK;~XfFpT+7pD5a63!?8_QNP)D)*Y;Pe&$kNUsX z*h?7V+n|Hgh0cCf_f(xgdD_w*UNKm~kKyPs2bNit{sI8Y9?qVx(W^>(>!RDG9+to) z0;u+_dv`ueo2Q$!Ua0EPL!94@+r8p}eb()*t)SRg9Kp!#e6%k(b(#AKgryi&P5v^~>k=?B7fv~LuB{c!_ zx#z7-9}KIA#8CxmN-fHf;nCH&Z8@s=?P|U%>566OrvqCW*qf5?-FO4|E3n2L0H`2f z+p!YE4344Ye9y?^XiN{w51xjL@#fR$!zU~TyJ`ReLQ1hCdn3p3wnvj=k5+O02RMMVBlSe=OV z6~`US=MF4vm;J@;*Rx6T%<6_3KpUTaNywu{ZMt1rRpl~nmNYaZ%@%e4bhg&PZq}JK zKCbfg{0#5p>B+>zG}Ia3;J|6OSosmqLXnI6ewdf0{GH4OY``AQ2aSm+lB+GN`kn2? zv%jU}ybA!hv#Z#NlAmVD@7DT*O@hj(v~s=W_g1fO`V_-qH^ViU)qMX+Fm;7rqyV;1 zjx}LwO-&`nBIVDM4n?1@(2oU#J$RIqYJd_8PQS)<;G(si#KFMwNI4faqCWVv4VYd%rgM>OyOsD<=Am|R_N)BuwulqknyB{rT)|iUff~zO; zWx~@0?1&pvtzUpKkYn6k_oZr>iJ*3{Hb%9Oe&|D^;I7VU=bVyI6#?3{u?UabNDY`zFeQI zq(0mn;gge(1M;Qe(a}%Sc~bK=Ty5}bJ!E+TpOvaGv6PvoU zv}Oz1fT8E;rrhugO&48R6fvPrL8M*RFXaKz9g+ z$+tu{ZJHtSh#0Y4vNekUB{&!uf`Dlt5z=z9SD^LNpIyp}fWQE&|EplV&yB5%i_1UP zz5$z+xb96JueLRn{-g#;^4W}H$Tm7)m671Ro72-^$iriR^rD~K4IN0FyPOv|M-09m zJOOi_kv1m2?P*MU`oR~m6vMzquj*@8oKsa`mDTJg`*-6GA7I~5FK_PPL#rDL;276u z>$%JIHpIHPAt*beg!eDsN=+VfA^K{HTK+^uR?vRO#uk652Lq1f$^0)>_DC@P7$fu7|2CNkADZQ#feY2@0;75-oUVK?UCV&vlpes4i#)_6L9N=8xw)q&+8pWkYK)0%l5- zs0?KryfhqvPY*!J8-9=kfk4x?jhLkTKeDpOM^m|`F1Cke4&2`BB5uNSXMQ}?@!ogH z6x`T<(^X}pu)5KT*oH{_7Yx+U_^GJ&Js2sWFRR8t4LV$5W>jYdO?MDAK{oAU^!$Mv zCYfN=LWMr?u>lkfh8*JJ;!kG*uWaSCs5sq|*}nrMqR7#Dq+EU`0KM$_$7dXj1>SK% zKJ8nT{2))H(Fe#%DNC}}!1yg6p!3@(a`pMYJ1$ZPzW_vcDFczjd_bby+S)q5xnbbt ztz(X)hLq@5bWh=kdLR<~-rm9nxG5oiu4jrzpn1N16fsw}yqO<;lQ8!?fWI~0!HiQSUhnw}ru(<* z`*Yj-N7TU2^a$TlPN0G1t(WgU48=cXGm|tl-$;j%({dg(X??Hod9=GZt%~l>1?N!4 zYb4n^$K5wqhChG)EMVHe{Fs*Q+sgd#3Ocv^-%_YZq%(T1?KZw?v}}9Ue#dFSY4`5V zoVn&6Ne^}onch#M6`b#c`5G&6rR(lp!|%@KY_q8;yd29-Q8Aca8=a-Du3p>JG@KM9 z`N4+oMuE^pUmAFo7${}c82_Z*o#U|Tp}bL0mZB_RcVx%TuVLG4+MoaHak3A)`sRvi z*2}@7oAarxs&R(xmSN;guj7rbPY9QouU6g2usn$`$f&ho=MDE?Uw5CIpP%eHEhq?K z|A;d~$c@4>lZX1-`RA(;hc?Jc*S9@+k|)W@v+HlegB0b%a3Oty%tX}p3A`SZjWh}H z#k%Ik4=X!D>KnT%fE%;NJCNf>TW1D?!7|} zn*J5L_WJ(VZ(oU7A@O>$Vw9JYTAGX9oIF=Yxk|9r;$8mkf4uvE_H$Whi#uIAS4?ZU zPsM1|nJwE^+Fmi89vYu^xKv7cv*v5uczahK?K3uCOgs2hCsJ54kU8%)tDJ5#WB*zB z$rr0Lf-XxYpK9(f#SLS?3eV!PJIQWQdrz!$fn18E-M<<(pziKY$z+8(@9;ctQ!>-1*F8NwI^PehbPNULe-ORll7z{f1mg8h%Q2zJmtmvG8UD zoEhrZFpI>Q;Tj26Zqf4ZfF0!I0WNH^R+VB|`K&d39K;>v*wEgk3iqzfY?@mszwk6} z;Q+sr-Jmz^&=c=F*DEjlJ+;<9{yo2Ey+a*Os zN{tjHQp1UkY`uK@ptJr z_kOv}0kw7Xwo}G5{%@&9_x)3URis76@>tl!wQICN>VsbxDckH=y=s!@$#e$qnKL_P zE^N@AGN%?f=)^rs$7a1wS1jlCeV+2+j0xWd&f~@UO(h;{&TEr-odtLK_V3?+R!nR! z@DTvIfo7HS7=|hA>$#@*Lc4|gbKQw0OM?^%gS_R(?N@1sHkcl=pYcw9vKG~2J+-^@ z9#w<5P#7VEz8>JBOo(PTtoIEG%?WV;oHT;CZ6MktG88)L8aWt>;rx^j(gj+`XmYdiQD^-?R88n@7R)V03wdw_wzF zJDRDTY7PuOZ?552!xbNumP%c@l31C`{Z416sK2-P)nh)FGWXIB#S)aLV~^@i?E{zm z(#;F@`n<5^bjijmm9a{!@7=+ZoO5xU>~(du*68^SIliUk`Fu zUbk==_xiF^$i@U-O=A#=OQburyXH#NlhhEUjF%O0!!T=|HvB{KjPuZj%5XPJA!EA9 zEyZ!3yn|84C@Q|ocDE#)pC2am7mEII_gL-sH_eu;uC!N@V-q_kOdCYShu^o3nniu! z9#sqNGgyyU{9ikCBa}KYBtGOJlD|BQ1ymmeEOz>6TM_t)a26) zKJ5MWtX)pw*f0lu+`h)t>Ll~4DTg++7Y75|Yz#j{TDz2Z%&v`m%%VrBcB!d0(U}+$ z#mQPvVm~*e@b_C>{j)>o1Y#PW9uy62O};!hHug30)Xl6;D-nq+4jZl+Dyj3Qv}xj$ zlC-~5E3S~+Zm{R=iIJcA8!a+>ckY%>rIGt)!|l*A^tZq0Vtl(u9VNQp~GV3yNie*U1Tp2B$mBHNX@Tk0AblWW6&|9&uS zWYK=7Q{G$bmauG8$#?aViD^ulK_jD=hzMoM?byrbYAWcdZZmfJ!{ht#hWCC|4-#)n z+P@Z4TKYQ6+YHt>$m9a{+=rih`kjX_pXk-d)$Sh$ev%S{xF&wGZ7g=#%+Ac5&(IEw zjRhfQ)-wL@ez!uVcKRunz{QO_!UqrpFr+IaCT2}0^P;ivWu=(I0~$wSERHE^2pH>z za(MpQqKBgw{vet3pWFIV?{ZWKZeuE@y6ZiD+J64hy)Tpf^$`a4SU%AF47Jy;CH7sU z^NDeNx6O}3!P&*dZgt`I;$&A%$Wi%;Gr@otA3l5lim7RAZ1j8@7Dj)gpw{vluD~c; z$3Ja>w(ob}yr`4nMPE;s<@}ZYnI=P?q^eq?DedqWnWAe%(ZE?7c^gTax%?uN$+vmV zo}2UTEelkh({tzkT^wVYEyUa@yICDFx<}F%wl+6N^Vv+gKid&y!PBSIy&g+9;GsAF z^^pe?vqU6H3?&x1TH=d^dp$1(cyGzZyU0B$Orn45RdNGe;)5|kHOkYEFL(?Vu#!c~ z3z==yk6-gN6+I?#xz~|Q8imKUAT5%7eRK0vi5yt!FLvfTaOq}5z@g0OQ0K3&NLe(W z63TG%INQ^w$(pveW8;QW3XoBRtE?)Z*M4?eKGejB7V4K{-mLdR$Syc<6TcTXLI&$N zx7J$*_MrC`9a)ESE!#a4*UnmVa*_ACZohX>RQZL`c$!ArA@7Pq!(OXJOmRA2E|-@2 zz%FYv!`)kfNH61JwcU?>ZDxDq()FF;tH=9S3U1kIkpH%7PHeyUUi3wp+nd$`6HDF| zE#9d_{JhT|(xFqrQ&f@SRZrbwY+OcH)R#x3?X(MxY)O(SBNFt#<$rWoNNwKkR9qX& zM^WK@Y+LP3i%oIn#XYJU*9#VeHL8=vdTAte8Wr8<+d^I+720j7hzhGpR~u+aDd-N@ z>i3Bu1!o)X$fIWJ)8WeEgCdmPLr@C?sGn__&xeQ$f<S32$JKLRU%s{JAD;3rESc$kcJYa?j*IEBp07?vf1LT~Oo`{EabZVr&6n6H z_WZaC9V5!Ebg}1qr;LasC}4LQZmY)o(I0u*c806}ki@2SmLYMW)_dxmJ8so%D>V65 z=%w8ydiR4K&1sY(H?CRjd%LQ2>xWF~5>dQAK-KPk^xHPz>CL*xGN z?%N75qZNHvXGHdRke4L#Ot;3EH-nu*g=)`vRyzd+0XI%n&r`XIk2PA0sW-oEicBo6 z{A^koTwrq+b?#ZXOO(~hJA&oA-$exnM+cTHx<~uwCc>Q~^tR&i{HEuaQ%UE)-QMHW zDc58K(HT>vp@Wyrd*r@&1**B~rt@i9&$(Ze3m!gUqoe!N0%4EdTQ5Oe$Z7di~nJUU^U=WBdHo56AD?aey6ky6_41vvoCyWpaOb7RvD#7-YorRHsbdD=u=gxjc$^B?#yr6gXFU&@JAE`> z@3UW}F7UNUe^nFAGJVy)1uF02PnrR%U)Q$9Zl7_SIi3zf`R%^NcJ9e*tB*TJkiBGyw_fYdXe-R}vF-2PQO2)= zM#}#=PP4s&lF_y(M19A((#jDF}yH* zs8%+U|Ac&;jiZuU-RbE za)vztf5V}G&_tm^nymf=DT1XjtgHJtzRS2*Z-%PzaOQ%Zu5T`9!wuGgwb2w61;LbA z*T(j$)busXhPLM{QNyQGu&%Tw>oH|l*LZ|->j%Tx^{lcF`oP!`Mh0a5C8;ahT`>xV~m^WAfc}$NMa7>X@UnfIZYZI z5%IXw%CzmRmitnV69*^f>APc^07_J407hrMHr-!2{23Y|_zcOl2|-NnAd%W!J}PM1 z&_B_c^FLa%#^u=wezqGJBZHgf_WqX8^DoMN zpZrT-W1M67DSCQM+%ZlbR)4Z47unp&0K*K_rakL(Q2hgApb-xJs8 z6-kHYi(DLB|BXHBwE7$8)LU+vLu#1Q8O*UO?n=$?ssK^1O>yEzN19*FrP;LVmst0R z{rY(O;=Oyq2Slu2TeQ6;PztE{5P~irYfGOWOV3Pf4kGYCciyLxvzh+vSa%93CzrQu2<83+m)K)%7-HQF!!hKbx+vY z7}tnBfpYzSxaFuNs2eL|=$l1Jrf#anz^Ys``!`H1=fekX@Jb{sfjh$$Z)K)22wjL$ z;?#GamEB3p+5p(hEafSV4k6iBstjZGm#|dQL%6@i%@y@q+ixqRrKDX6l`r>+?-9 zJA>tKao^BoQHmt7W)&7zNJ`zS`Uu6c{i*pQgkOj7%5Ma(ioEkWDbD=L`jtXtIpHz?(PE2)SvV74=c3pj+=U@%D~!nWueb&>(JG!SC1Sy^4W28 zZ+Uq+$@1D-SVV+rAHSerSc2#36AW3+#=Dn4;#QlFk#;-8ZvxVAJs40gY!rzg&zkMB=0-rZT~#6SPH@g}w^_C&$GN&mb&5q*7q$LZcf7+za$XgF9MxDL$! z(Xt&QN`5gcb?u9n4!W^>harToch~ct;W;F#r`b9<96fV}@jfsyG`fj3i(Fk^&D8sC z7Jt@P=5;cD{^k`XVdBSFzW&iWf9=!u5V5+kBAQfH>b0an?y~=f-k^K)F}7|9QSlOP ztvO~YYoC_-yh@uTNl8gH)71YwzDZ8aY}@5yuVL za<)z1uXUJXx^0sg%57d@DWM0bRi{&1yXG06NWxs_9;`G!^|aTBAP3LgdwRz5XK-}1 zVmPlBvw$IqFU_Ifx$XK%_a=XdNPK#^J?C?*_$~+2i-l9ShkhPZShD9=E6>|T%;4yK zymaa7l_Ouyyw<7b2E@!`EhH3*>#ew)1D`~!yCcCxGkHAN^v>jxw&vvUUH416ETb>OL->sh9shR$IFkEqi#J0Uq@Z&etQ&vkn&*S2h zjg5~WJ1zdz3aEP6VqP@5iDK>%CyQdJ3=!Pl>t(-D%U{x^ z5M}4ltx1T%y>8PIsQo%hy`+xHKPxiYf*{$7hX=ZnNjp@uH^CZ|7e;CgDe2o*(pkje255k9^Esjc<-i0P$!!-e6* zM#Q^4@TqUYq1f}fk`ndxJnQ1gGdVdqqsS`wY7<1@^|^X}5s$u5j#G{!s@Q^-rQh79 zi_Ny2Oiej4WBQA6Hj-jBCS^~rZb*F!OO`>kf0G`drXJ$$p~*)d_^2m{ZRM+n#$PfpLN zREAw{-BYmV(4jkCi5q#)-kQ@ixDW^V$9`ti<8_?HU}@|QnPl~lkPtQVEeKFXxwIZ5Njima{EfXUKv$ew!i-qB(+)A(h^csBrdtN z?f|UNh*{hdl`~Q+L-cFzCrOf8E_r&EZ1e%EVHw#ijHq?@^tgajgx;nUdo~0UJ``V^ zY&>97^guVG8lUv;-SLvuF+L3F&Uarqo!~yV3$ODj%Nc(xkHOK=y1YJ5VnT?=+G4VN z5Nqr?r)R{Y0#|@iS{Bc+wyutcLGMFO4prNE%FP}u8eFt;`}-SgPgYE2QC|64%^G(U zQn3`5JfDoGUry~!Fc}`6DSu3xI&}5Pukzd~X|<}CTmG9eZ{+Il+VTlKGjHJ9EoFpu zRrlOUzGbsfI@J4N*Ht*nc<#rSE^(aUVthBF{_n+zR(88`(*`z1Qu}z6(CxjVqM}1X zLmh$>e=*pcp59yf6+71C;fs%7s;8-@Y0AjS*)Puw9PnfXzk`Vke}D>xz`6ZJ{wLnn z;2=g6mR`ZE^^qTG^zYxdb0$<*RSir{(bPUTdh+Bm#ADng939lxu3ZCtoz(U+Tn^KFG?->ONCW4$um& zqxRdk6#NDO>O58#q)9o>oC(L`^j!JF#Hkcn_AA$Nc5(49qCPPi9bcSfSia5eiU7$Y zX|<6Y9fV|ZnuCUA_es|`*QN<{NW^XA?wdj^`+)@zVP!Mh>DkztMp}~6v@=+mq_)Jd ze+Y~wBQJk5r*me0eh}M;Nbq02d{NCdmPKiTB$b3c0d{D%ipfCrl{DF!nP&g0$qS53 z2jmBD)O2Gl)1WhR8n&ka{%r(s(CSHz=E%w(`B{Jo(nmrA@z>uZJOl@+^xV_E=eyC^6Ok#U8P!tgG)H-EgX5y5Y8MN!dTf-w}X z5kR631|mm~dL#bW&h%e!bIH{`5z5i&Eq5V{oBQg8Mwv9tU)%NVn$GYMwWUnyCZ#XU zgCS<`^1*FvKjRdlPX#i*xjJLr%-v?G#+UU|+2BBn^OqZOg^r`G z>nptg&4R$JsqT&d_+<*zO3v#l2_f=uhO9$ zP<|neye0%?49Ksoz4SBVy8QUh3*sat)I#zN!;JDbLR)UK{*oYo!fz$ zQS8jl*09ZEEe}pk-bii0`wpm*wy@xR@ZiDObLVpIj%y=qS3s5LQA^yhFQBTolWotQ z^5`>`6uWknn+q8W$4p)rU)`WNc=o)eCPOF(BMY}-u5Nax)uU%298d7p0g~l_&LB~n zn3{&h#RYOG_&j=K2gVn=q_NGfXhAcY&CN|}R`JNI1|H$~4JA(cJ6)fuus(pzP9q&f zi`ZZ!-G&-(xcfqj{Lt_)`mXTxuW)PB%mVk{YNhYpw@(iDn}&J^S-!l!o(iRntE(7R z6ks93Y$uG5uU@@+XHd$@&(DvNfdB($)y}$pBy+(W$I4$AJoMRdx75V8Fygsmz!CI@ zWj9vODRl@|-H;hLJldYgHdqrhoRQa?h_Zy(yU=YzkQO4Fn^hAN6IFS`@p4Yv4_(5m zAmHa{>mvjetSpzoKoLlMcwn$JU;=-sl^3Pty$NO@Ib#493e4U;L3oOCnj|mF$m}2yi~F{@h5a^6RA60QU7p{U=H@Dlv->9|lvIPew}z*t zuAoA|TKjJXLWXYm-eZbc80CRnxuXm<)Fox*Klt4XneYT%6E(tzs;Z$Ga3yB)l@ zq;qoa+^w$+M2KJPG-F%Mm0Z~&7qrveN!_Ev*J^BwJSH(Oi{Fziv)%oWjr{bv_>0cA z$Uj&>i=Gb>QG-(EzA)%pu-lL<+Z}L;(Q3;{sx0okT``s&un5Md7mc639IBaG_t*4R zN!Pd(_txf9%BgGZFUIfv`PgX{E9&sLNpkI}T9RC+cURo|mFemC{RL!QnSC`DxpT;8 ztp#^2i;CW#s0@yceX5C5TZn%6Zm3Q&Wvhac*ONjAw#<`y2L0Zc@qokZ7oy zo1VK}?}XW}%%3gT;}XT5^v^zDUJCqYD)RYykNfmuihJP(i;($DLYVL7Im4dY_iHL? zSVan}8^1ah+UsU$|9p4tBJ6w9yw2TY(OV_e|JE2dnveT84Z`VOdvT`iMX=?!nx8XX zj;WJ%^C5A}A1&zMNmv>yzS>}J#} zE}(eZyiN3})eL>t;HUZd2MJN%jh^WY>e2adRe#s&5C2$O?*CBTtk`NL!`QSG}@b_XJeDb0?v(G_n=H~dY^&`L1MCZ_eR|#!|V+i zNXZD(C&6`9c+j5-CjVmYlYO&1@!N%VlhaA(mP}h(ZWXQ8q+?2v%#5?*>y(t!SoTEb z`Ss~e{e9Byk!S4^J$3|Xr&qylGc;sU9mHnPkj&__cGQBMw)Qv1k!9|>voz)C`E9#= zGS~E-k-FOIqg8uzRrX-*;fGa#x{k^{HC$hwJ%0Vu(`z}VA*hrBS!eiaQ4**Ukf}(=#$w5j8TAn#gHWz(AOonay{aCCs8+7QFLI2&dFsK~cE^#$*{= zGU2U)MMaVduE+4N(pme1+%D017NyU8dt(Ha1UPeJeYBH{zYj?7Ip?tRZ&PWhL#k$T z?sy>S>#~3Jj>vTIiKd{4#k${_s~eb}&WFUTnW|bI&$9lANuOk>A@>Ep0VfBC4|J`; ziHQb)ySi`R_Q8Gs+K$9Ojn+P!^MW&-4A-iM01H%S zc43-><0poq9=p1p@C^Uat+_{h#~Me;IM+O*k}zNDgCcZ`Lw#%kO5R*5-69H{UwJk` zZ{C=_dUD%X`sEDw-u$eoN?*2$*F17_Nq<{EE?J*U&r|zaeB9yOw<@(kOrJk2&MX^8 zRgWqtB;*0yI|NZ!UQQZ!#ka*AC)5mp*3s6Ekl3CHcJ|b%Q=nC(rKJ(~KYkSI?(PQG zf}N1j$!Y1$Nv-O^D?=4~tt~d)BbSej{CZlE*D3UV>|qx3K#X>uU;p8k+Ub+^b^2@{ zk)jb3NigaP#ls!144l8SxOJ7A;Za0V@#YrUfZAbJv#Iid%9)=r!8U~to$`~OS_!Ze zw}$X!yy;-#1TF5|`h=y{>v_b^?W-5<6;D2pD7j_stF1YkQTOpvAom|F?0GKugiNqE zrLuI5MhrW0yX0&OuW8yi`R(fB3XKfscnH~B<2+?jiZ}c{q zYb~iVNxx4<&qM-MbBc+PX@Pqmn{2Cd$XM}Bf z8|Is&yqel|p@*-mtSn4)elKY>&FQhf>##NLAfy9;IZeQ<# zwG%1nAvQWX`nj-hzJiLse|XsGyT^+Y*X59}Cbn-U1|}uR16Nx+RnZC(hre>kwopx|vG$reOf9mZ~P^ z497%mtS#l(|50S1Bm*lp(N~&4WC{>*s0o5v%uN7|-|6M=4Xg8MG#%_O_XZ6c15iwe z`XgfC2e6fUvh*gw1j$)hO(@rY!jv3qiFG-XiBtyTd3+|5Ve71eHAub%# zSn>{^;?`O0CIY0J_2MQ_f?kPx6gYq|n7u)pE#nj@QXJAm&}0NXjcs*apKAjbzIeJJ zMx;rf@3NwzaZ93XYMTYnR5ku$YwZO)!~Q+zr`ScS6ql?iPrj~tIWos<9l!GNL>nRh z`4^g3c$~dQy*QD-$R(!R8y`zu=w#4UVv`_lq#4@Zf5D||s)vrvYkq#rQS9y2%qs|@ z6f`s`@KIXzmBjIvEN@G1`-tk*p#e19vLw| zsb5q(oZ$7W)2iA~fFZgm5l2^Tp*C8)w)W?1_~7#F;MPhZqyIDWih{s{8j>3ZO*g0Y zk1aSqQ4Bx!cI9XJ%To+aEk0`tzbtKsYID6xXSTst)CBeQPv>;_(r@G5RzJ5eFx*6)m)0#>QpC zv*I9XL|8#CqavcAp%Gu3$Z3cbrH5e?NnZ{YK2$D*Z3ac7piQs1#gEhnF);_=V5+F9 zdL-$w+CMd=&n?1SYZ+l?YPzkXkG^(04fRfM3f3Tj*~ae2z5&m6^_gT(Jmo)nAc%1# zBc46)t2s{N@v{C~sjF03swqs#eFo1%)+sI+I`s;r^H!pb%Cmb zXof37iUXMu78lnDR@J=uC24)ci6oP{P>6Pj;<9*bII4|9K!8q4N{aA=dalpPvj|(& zV&$2mARs{{{#ujgl=!9^=eF8I;`F_KW))QeHwH>);ms;u>fLS#q8v5rHq~_P6A1B7 zl9G->UEqN-ARo#>s5~HS)Y998Y2yYl$K!OMgabAK1g=6>#?t)UN7nuXZ;PB+&-HI*Ax zmhE@pHu5+nHD`B*yQixX@!6FK0~AzLe68b(p2B zW?f_PyOgrb>=zJl6V;gGYo*IKJs{W3K=W(*yYw&7s*{0C+Yw#tqT%Hp5jb9Hgj(n~o*8?7zW_k)6(=naw?tQ)JU z$e5U3{66`ZUHlZzu>3ta*$Dl%L^_J3ZecBOM|AUr%?ViPpti(VfT{zVUg=`XN{|hp8oul9BSsv5yy?z7AIvF1Kz4~ zpLJgrz}7tZ^OGuS3J@*`l^{wO$9GqN5%~RO7q8Y^O{-h@QotpE2^FlzfQ`p4%QHq_ zBTlR}Kd$OUF(M0k9~u@UkqiI;mNw^6DeTd$F-@DeaABjFJh&Ho&5_=MhP)#y_<_5Wjzm-5Rn{D-83f(hd!!!?7?*S(d;>JJsplpA9JPTS;iE~hS?)w!){dcx0YvAJ% zt}<|$*RqYt@Zbnox-_MX#|sJ&tc@=e%cM371tq1Sb_1^}aQe{weq9YOG=Knw(vceA zhN#fW4GHQITQl+d=m-uAMPUaX?6ldpgIG9(B^YcGqP*wEzpL0IqrY;;J)|AWD+ zffz6fRvfCtA8dExL*e1Obcq7Ow;XaSjFO8}J%m!2c0KPT355QeKmpT631sMV2!bGWzu%zm&> z3{*SVg)9h$%i$0^*R-9*PJ-8}0%Hl})|o)XYF zej`1-0z8K@{aRZEfNBDJTdt zW$zO}-(Goh6L=c0`j>{aWv(tN5$1FEjssGH($scT;Td+ewB|2@@A%LsV z$+tfSSefX)GDjSD3l0_1WflHsD$aRDzWxjDacSM65pv)Az-*75NSbO6D%g+6DZ;}u?0++ zK7&VwN>LEkf@Pm$+V~qp54OiC`=MI5O?_4;VnKW^C;)z{#5EzQZbx-7;wa|2FmeHa z9EJp<7+5@ZUhwp3=gHi5^jKDOcCM6Uf;7K?h>zY@Y?|Q6$V z;H+pZ@o)o8p#z^TDlu@kgu?|{r5<|PMZD@3b0KV&u*gVe$>sj-90~<*S`+|>i4%5% zy~p9uA+43-NBkiaI|5iiC?&2QDrNv+H6YP%EUgLb!MtAA0N_QUR=5&-)=uRN3EF-E zDI2gW0B+@yTC!Z`O(6_OLrn16+7KaRCO}Gfp}fI=JB&0RCalv~%eT8eognTED)Ncz zpP-mM+R}Tx4XBDkOe`8Z5dtin-EgJjx$#_me-JO+6rlo8lIUt9)K~yGOz&5riJwWOO;<1My^8*u>5zT6NxUkB=QW6Kr*$%0=WOLQBsJOVZ$R%gP%>~Rl zH@<YM3qtI1?1!5Pc5lBE!rSZDuRFXS!Qg_#GBGhh zuDvs+(RAyPqKZn5p+JZ4EmX{FzlF&zno~vRYx0JB#6S$f+giF2F>Y2UV)^qao9FTa zz$-zQITNfKaFdJ2ljGy#37`< zAA!v-z0IFE7kUeQ*JPo!d6#Ma%QN<3(PM)5gpl0?5U-jop^+1~$Dbe}>gF6KUMHYF>$B!SS zMZ(=eA|q=N=T`c*HsxW`Apvbt4K)mc40OO}RmK-WIZ%3$5Nhy+3m1?S*P4_NU_Ca9 z2oVZJS}%^V1+@k6k>%BkR#WIm$l4Hc$cCn08gkz$_e7vuWOvU5OVv~8WQGCQL{~br zRYFJu!a$dNKh`pCm}ylX&QIinED^@!J%{K@(3E%;* zudkzPI2lAKvKA^LbRc$oyiE_bnrO5|Qm{ug2Fr~AOQ0rBivzQYpi+a}Mp#QETo=kr zb7nD~VGf;4S(fc5C09q1+)maYwJ?i0a&N8mZ4nU?5`Qva32|S9wFbw*@1!|+3DtAd zshc|ql@Lsl<4E%Zs9XL2Yo!6KN(REgHNhwXlLn4?;o{*TbX{U-``?BrZ|(Fy-~vIh zlOgyL@eoxw5J5TKI?fw`>7xo}G8H^8NLWkVADwX<`}p;rBDlif_zHeOB5NTS0MWuH z^dnVmJMNy4(Ez?aJI@{=p4-{8k;G1pimJo70cPB-gcmCbs&g46r035~GCe%!8$}4s z7r3(5W%v+51b)2zJrY`DO%U4~ggzNrSqzXc-ij+om?j(gH@Nn1T;9s+_;ktI$?2kb z8n`r1U<=D9wa_s#%9@yPpvp1y>+Un91#DzH#?9onxD9mTmvmsWDR*jq(v`ojX*zL#em2)q+!YS=>Box2ryG@YBgJ z7uQz*P{kM<)XW!%4-X7H&584M_!d8`!A(cwtHwZ<*HwHouDQOx-lx(iIyzd%z@TQ- z5&3@)C^Q7x&pp^dRu}fk3(2HZ~%?`9t$A`bEy=s7>th_3lcUwF?EJ6A&w-S!j1a z6_OcKWNhqESDp>w^?U#Rj2M zaBb4(4g5+KDE-WJI;|qW8_`qjAi4DBdv}RP3|N}BSW9c`XCWbb9+tC{yi%NdR&&VIyBmF8k`v#WG+S;sZv78bf13Y+7 zpFOjO3Hz;w^u!tU^D>pc4zfD~{ej2+62vB@s>P`M{q1itF|p5g$0M@m^z!w3TkqUR z(0ia;DSnn7Bo+zqc(d)BSH-TXXJxLL?O)R^z6yZAVz5-;Yz%(ER@Ay8pm| zqX|tmQI`K!=FM2eoekeHr;UqUc@qY+wPw}r=xPKB)TuO8#vzM~i*GkHG&ICr=Dsky zCEjMi(K*Jpw#|M#`vSU)TAH$1PM)|$9RTr}^CdZZF8+6U+FfBSZ2+k>)* zsaslFqE1tKZJ)gKe~1h};_WDs zb%It_Tuw((-zz+Hquph7f#>9l0MG(IpUe9l;!INVp_Be0D;Gs^*r!86{rrFb@Bdp= m(iDfsj*!Vv9G1D^xjj$zkK;0{vN8$&QINeN^IqEU;r{_@bMD6g literal 34406 zcmdR02B%n?vU99H!EL)5?E{Q32C+;;JGYca_qWdofuwxIVo;dC z56>bHNCQa``gAehiDAG9x6pm@2Y!p-CJuuki~+M<{S)d7@ckMNrV#Mr;Px-?f07~u z+N=LR`{M$})Avcgf`eh?a|NQwrHgd2f$0!M3JF|V(&*^ukZGsB8!*NZ!ll>f=?#J} z(`jWft#56JBtz&k7Au^tb=sHbaXAvJ(d(3H=lbuJNiq~ZkJtGgS9|~Wtk>69jjDwi z#zCK}rJDeJl+YPQU>aj-3a2$z#9L~JkD!z^G^BKN2+PXKntYKX2l`r__NC@^okX72o|~H`QYK_Yay>9bmnt?-b$V;7|!L2na^PNPK_F6#WH*60^7*0+;K} z>J9thOeeC!V`I@*n{15t#?rI+JQA3?pA=Bw%ZS#hpV{#)(ru*YyqGqbRuAZSu_ zKVG*p!rhT%(IO?xj~}Ilh2NFPXZI~G;=#ki8yOi<)6T-$COG`tl(nB6hq!9=Ei#e09GtD3(p{dwqHGcsgyi^Ay13gUPr4CLPex zF~b<52+pq#n5)*!)c1R7Txz1q^-ci3elImiL=#MxelJX*&mcvhsLX?EvVJEhSgKF* zCoOH}PI2+y;fcuNL-geTRV1uK_%q41Na5cBBlb*Bw}0hpX$_Epm6ndn(pf3`@b74C z=Tl1CA7N*4y(^ULPiKWR1;Y%F(4NllZ~XV$oF8WWK_i%HNigteJxtv_uP^qu^x*wb zA5sSgMU8udYPz+Yf5&<)u|Ldkh3z5Vw>y2@{+jyvl{ZcHs|QPiB`jRfbB4$}JjNbD z<(}XVl>d&kn_Nv;^G0Ai*)C=A)9DOF>sz5N?*mVx)#$hyotls*4;R;PVLhXM*V`hl z?SI2RTWPR>Oszb7FEyRM#ze6Y>}CvwV=0!PiHZ3~M(SMM->A28j~cx*Gn0}_?ha0% z`0wBBo@n9=5@)bOOG;`qpS`+T+N~iN4~=B+dGedHK@ciU$MYmmHEM;~lk2)GI4GjhX?P3HWA^3Ne0K@tD-!F?gSy`{zM~UEP6UKcVi7J&sv2d9(k$lBG zrSe+!uQ~UMaq&r%_J5KGvZ~|cU-az-4_Rm~m5+a*j5YhGJj~Q(7PjnMG zolo4Kz3%$fS{0iaRjTP1ImY%X#?{5ir8iu!sl9KK3E7g~_{IqdtKp(ftht8?1sPN6 zs3dcEf4kLWeb|*4*QJaM2X~m9%-=4RolcdqQ{zBDI0=ElYcP76uSgY>)lCfSmn|QF z+as8_$%XFuzHsgQ^6_|U`!hUpBrE}E3dxk!;t2Zw8?6Ab=e7UMaqotnK+Q7!B6(I; zMC?TZd8=rr4tMLa^^>bdcfn%Bqc|`ZTgB7Ey+-2%ttUZny%X7x;X31?2>3)cAC?ce z4VDZtAs>=OLS)MNuQmDSZt@iUg3*}aiWBJ|PUb>p$7ks8p@;6QFG;eP(l#(-1;iaX$#hg^v zf`TB(uY7(Ho*?A!(Zk=r;5@hI7Q%xZZ>1ar8tE-C!dZ@lql>1y7mv|*=~9(97`mc} ztUkifDx$%VG34j_xmcJs7^B~5Q)SL~=W>k3z{w3B((vtCLp{rm8OycXm-oD$D zr-EzuTBo(E@Hk%%y5cY$4_v6KarNJfAn$E)a6HYkQolcDdRW7aTw~ikqD>t)Pa0h= zid<_ptQ#h)(euW9yh+?IY_Or5RAN$^tGszShiuZR1~MCiNt>-wJGxU-38Uyuxtw_- z`3j*2-%E=0p{P_?^bBZ*Z|Dp^ecISpS)nO*&5~(QXZ!dV_4e#5X!&oXEY$3(IX=3b zkL$VpmdTmXj*eh&<&BN4Lytz91FfML5V{9C`oUDbyPp_lB&_8^u*VhHpw<|k@AA*- zXujewJ4!Or?P+4zejuU7oMr26p5kx~a1gr%Tq||t>otARfnf)YG&Z6)YN1i)`Z2=C zsp}_?n$-!NZ#Ztv9fI$Ki(u+U{3jS9gRvN8AJ&j1spyzchYKvi$h&xN-oYoLUx+@H z{qYQeUW{v#_5R`nB#}if$j@uLlN3*MSsc(rS1!rdvs@Gr`Zt=E~5<=MsOLU1s zzP~hN&>J3-wtXzm#}ArwYuGrj!om=bh3e$Y#rVsd3RIRx` z`r&@Y1mr;tGylT!6CRD#_flqV!iZMuO}g9|+i1$}@HD$G?>Di8Q7M_C|ILYunSBtb zIGDwc-2Fl+SS$E?f40Y)HV%Pa*wA}zR-+SCY1H!2IJw+$JpE%74?Q1&Gu6u4V6Ew$ z6DIN*K6g#$K>;4V^&=gh4w|*JG$)g&4AS)x1$>}t1vo=a>L*{t8t@#*O)_+t1Q~qN zNb+`~0ythv@QprIJpoKw??8s~@k^>gNl+x-u2mHN=f&V^pImZjUv%F$BHZV9l;ZF3 zm=4ngX#D*R$e7T^_8x?#-JKr;TTXGN##bhii4^RaH-eWdTMSW89LNEjPhwUs8R=K< z?*n__UG2TxIgwM2pwC%JG6t;4f=}oLJ0c}ie6BICPiXug-LCp^lZGrHcG$x20$p0{ zt={nHBZm^UNhG7@!JHd$(6Onh&pm#B5nD}-8%O+jct*w*aU-8=ndpvQw@8^ylZdRxzkLuMGct3aZE)oV+kW^{hlcJU@0a@ep16kzr-a z8|n3F%oq#qCS#f*KpafxyoiCF7L+L2hz+I_g2DU;B0r>c2*=XN1pQ+P<0S>6326lR zpx>XJ5PEj5g&EoT?Sy$vV`yfhb-n3L*v*$Eu3_Jtuf*svEq(wt%wFyDbA_Dc@nU~6 zouj0Sipu3q*S$!!OUEVLSlZ{@&G{S4A@Aw6*e@O)82F@jz4)k(W?otZ-WLHKRSw3b zs>m6fsgwI>jPN+X!mcfDm`xMnBz`1d55DbKUxKa z)F-hs6_G$fQd@Rb?TTcQ3p(`?3z?42NO<%Rk!lJqZrxL-i9eVPPHZFR#MD&*aw`Fi6o7dL%HXtNq%dV8oE>YRCQi zr8BH_KPM6D5Q2rMt}!JP!$=Uy2!6I)Z4M-@*`KaomNCnPxu zY$Wq#j@Uav>HMiY1MsTv*z-hcW#!Nl=A-*&Cu!1WY3Z*%Z91#w%O65f6Q3{uI5eFI zmdmvDi#f6O@QKcx7uY(=*x4Bb1#B&wMNZPIQ&)2!!om!rgRScS5=1*zm$z`WN__Qd z;`>AhjybbgC8dNbSBZyKdAe1nA`kTLsK1*3u7VW8XZUp}P278d;`dlMdAfqrXNCa7 za~#FG4=BFM#K~%{EHH2*yLB31s0zj5UC349B-TfoyJ>3di>pZ_G-4GNa}5H_@3<`2 zhtKhlk1o2r5S5-t>f{e0ru-qMWFJ1@B4dLq?43C4ebeDf`DEut~%C6Ppt_>kX)b8)TRyH}_R=#?ar7O}@Fa%Jjqf z`Yx2g*I{&T6*$J?A;X%wA-zJ;ZL{5bkPZ^gN0jHDc=XNd9|ziK-fz%ilAv*A*IUTb zFSXI$(-kjQ=Op+q&krSH-JC3?8UsBi=g=+Sx`;qa5Fg$(6(f%sVZ+3M9IVMFR<2ro zqdjapk^boG(^PS-(D0wsc0yj~n`6+oRH7=^f)O+C4X1otrTRj?wt_N$$@T zc?GFo#PCByyrMOw0RU5ZJfid1=;;fA{A%?2o@BHmKb`@*KRH^)yV95#+pM+g8^~b; zCREMOcZ|;W@hVl!zrQrC*LkwHZ}B)4ElQ9y^SKBh5#y~$ z7H1B@(+X&4j;yPJun=z3u{cRtR1(HquS+8j7`1j+^(TP{rA9B$5q3gJ$<`e{X3lUO zW5x*{Gi@1{koO%ORXVL({wAR!ll(2$1d~TKVZZluSab<~VH)5?!6FW@_ZMNyJhVmP z3NP*_9Nbz96pJvVGN!lc*pONiN^DPT9E^UF8dvC--jS6kC+gae(eo39O&~&>5H8hK z0#Sd(=DpjI0*HAFG!4yHi-a}KT2}_Xm+STHA?r{D!DMLR(G)jVS+$h4U*KJe{cuMI znw+3=O;!)=nT<|J(9KTl?q0f;SrQ)Vs*8P#%jOUmH`+0Jd7U z{F5qAb!Wk5O--f8mY(P9!@cg+XbJIZH3`?TWvZ!o_s24MR6j|InH~iq%dG>F>ybWo zZ_JXxAt-{2_96B&t1`Zs_8^>G7Hu3p>fqzc>HL;iXWsA1M^sO#GoI0dJUE%e5 z;}_^OHl0%;r|Mz+nGgI)$T}54mZKbDE8xAN@ zAo&@coLL?5$eSeNk)$jud%5NC`S?9@41<9}A8|$~N0G2SbV26`*4DX{7slr(FJQ|BT}`1$%gyi0g=itT{J5Yf5PiTh+FP7X zrG(ctH^Ib@A?D*XylVuXAPyWOu5$cPJ?(%7mrm}ckz7~ZY7D~C!POclNh;)zp?pd= zxJXy?D!)S^T!IoLo4k0zyh$0fehJm8->ToC5K?mn@Li4h@haFd%BGPD`ZMV!#QL4{ zyI+lGk|ZWmEFzVwB`*$BkF5U^@-5YVvlxj8kDtWBCWnvO?%&P^7JyRM8eI zOWIfQzD@7In44A5CwjDG0W~7x;k8QBaN$=bB=>{D(%al<=@e?jl%!NH%6m#y1qO`j zFu(+2{acT7H|7c&1CJ+5hw`=@Tr0u>!e@R5Gvd|x*tjDB{Q!+e-P%F5J+o&dBd#|Y zR6UMR$_FdmQtXjrPDaeq4YTe~vlk;1jk<}aYke$IdLI%lQur}iOT1e~bhwU^<@H`@ zaN#vsDpdo;6#Bsw);B+-#j9+J7Dr=TqD%XRyIRZbG4(C(!66Y8o+ZB$kDA7*Hq_d` z`iq?}&~6E@g_p;$j&@p#fE))qZ-{n%w~s0o0pQTv9BP$uB=_eiK^v1J=-1MT;5lNq z1e>N|06kC+5wXDA#Wh{DB^y)6yJ2t90FF|z5b|l9eX5mly!fikKyLP9Yj-PLtFUK7 zPgsoWWQAc-YGwuu^33(2oTPSh?(jJ6pO8P}Qjkl&b8}9Lt*cLj4lU$Qi{8RBH(EYa zm0jh`zQJ2i?yY}cGw%_-fLZ0x=tQxYHro3u=-KDN&Q*7#pGnfpz`-2J;p*P>1&)Uk zdH*6b;upEa!OO`!Wktcm7x9Pc_t2jy1k(W^BX%X$0d@ABOZu6;PCsy!5*?`IWAW48 zkoIsxNgM9|)>N=eK!T@wfMZajlL-msq>b55gs!;+bp=F~@qaS2q9)FPb@!r+Cugt> zNkL6rtlx$>?zv`%)jNG*<%}v+SXxc15xZ2WAq>o5+iL#Rs527Y|6P*^87_%d`m8&F z`1}^hi#F6t$kX*JvVneE4udsIuvMs>i2w72uo z*k2fUDCJF4qxW}mT;}O9QK8bS%M-W4#B6%Osu99YKi_LxfzF8$6QSQyR7fb#V)WZBNS`@bWPF zaCM&hb2O?%ONhP8>WzpU+Vbx&mp&6_!=?;}DXuBD2Ac5^cCyL1Z%V=+wB-r+GK)UU zE?Dp11-|0@tx0LH!`{AQq^`<0S5;I*cogvv)3pDJUnDXEnFX=$v0P2b?h&R3bjzx#Doo6&01yd3;E=ld-u(6-oMXL2j_Do z6ysRcK!Hm6cxGV@a5rukdh34*7kbzgLGu5h6}c4`dGPO{SV@#1he=r?P((uJSK3Q~SEVMoy4i zG5H)^mo;Oz{Q&8|PzuG;=<+|%2*0{?g$X8j*b;>o2~3_VwI~wyf!*yR_x7P6BuZLZ zrQ@=P+VFvQwmevxm*OZZU7O)bc8luAyK^MJAx*uSES$oHsF+AfaC{PntwEy3MjBIN zg}a(>=tv+pY#287b+P2_Tki`u$LI}Dp^eG*Otpj^Ps>$|86|3)F+QcS^xzYw+Z33) zt&zJyIx~Mu@BV%B*Y+QhB+Pyj3f!;YQ#hyXEZb9;>q7e=6Ous3t!_WXV^E^Jvu8>{ z_bogq$fUwTlbrR8hiRkwnt|lZE5~jUWxL{Mjr|-~z6$k&#ioJ@o+;~N_%syX$7uq; zeJE!FRD$vO7)quhWOYYIR@42=4#gV^9+i`y8z!WSia)bE@dxP;`cO6KAyey9LKjta znWuhsRQmc-3C=&6bKz#|(Vt(M`3jEISXjUr64sS`kaBaF}GSFcI41C zkwFwU(x!~?lv5=xw~?4`*CpmVPSl)@58JycV&a)J^osRnv4LasSiby27e2kFEb;@1 z#R?Kstsf3Cr9<*C+C14yYz=(A@O_Dk`>H+GwB5jIoLs5Fpytd&hpJ6c@1P3vWa^eD zYDL%C9&0?1jzc)6IqHR|`?CXIx;?7N`KM=u%l_ik>{+g2#k_OPQZ^&AZt0#ns#$jZ z=^7IDJ?~SY^6}5ni2evz1v`rLkF=F)WlI+aB88ZCHu#AvvVWs*m{=^Y%qbf(dbYv+ zvVvUM;Z>A>ceeU}&yJQ7DSncSCNr&QUFyWIqU<2@F56a*jOFkR?yeUE&al#bjTL{) zzs;Yi(XNJuLE;1T>350JXbqZ2sCNpHe*fY+kD^%up@A))km;DeXjpYINw=#}4lwU# zJ}-@Hm;9a$d@B|5MBJIDv4SHO{3vkL!_APJ@MZ^BC5Ua%-Or1kJ>wJ6_ILKaf{(np zwx6WyFXXPPUj?8yqr{am9IoPqhoCFr`IEmK5y>}#IIXN<_aFM5b}L0CyITf2`w{hxBEGjJks_&|3_3E2iJhveS<&d z6v;YP-|ID1uU#h{X|E8DC#uYL%jUg1uReJbc^|4);n{py#n{7@@c-5$ml}0bdnZ&f z;~;R%hpWmsQEiJ2rkP#_5v?ZRTzgUo=X=~gscnre=rh|t2nnp-ek_?)P^PLyd$GFR zk5;v-Jsx2+b;+UFA8dP9Bm#=_6qOp5GZ;SlEPKp`N+Oxd>q$cV;|Gg>7PnKV)BXe| zCZ_P5poKtUVj{Qu1?l(i--E-#QXLUPeoq($&?xsTB3m|c4^2L$u$Ilck?&GmuIHTR zMTh&ouy_Ki;Z2T5`eB*%PR{F;PB@hbnC z#$cLom3U75lUh;HfL5sRcZvLiVveVbyn|AA*BYUjS;@N*tRqYzmu>xKBy)`6j3^X!0FK!=!x*KT9J<2x*O+%LX9^`VXJfpR8*rqPubY#8-S zg3zTCN-Imp#^k#pR{^>AuT$`Z!)w9%4;l?MwmrRPC}^~t85S#8`A3q`Tlml34W(?{ z8nRlBjzalUSlFf#yK#|f7Lvat$qDA?L5#iCy;4%Yz$IG+?GGy6ut-SbA=HW(hnNBH z*>?tYt88>frH_LP2QfK$IlYm*QiZY_f; zaYz*Mo7R8er6SAml|V5?te=;yW=@3@M#Wz=BCK|;4sH*bb@w!05o^jTi!E5* z!>xdI^K$F5xnn?*?k!sT2Gb6+dF|s)nA8gO0S`}7Q4yo2^OgW`&wdpbJ3c^uh=_`Q zmsEO?C!QQS_d8v>(rUMtdt7B9+H}Nn>E4 z+IX7GIPDPXl|HiYG{!)3b`hNsP1cv?<}6iGg@eGmdUq%BR>+GZPCoqYs1N&~v@vs{Eo6nh`?hNFqeP+g-6gXTQ`LQE+pnH-G97?ewRN zT4sxPA}sPW5H06LFD~$M34C^0TK)E`NPBo9L6JI1gB~d>y9y>WgE=86dn6no7GZAW zm<0WE^=GLBF)d*Nd7hGEB@b#vg9dzNO}Rhr19_?-)Mb>$oud^9vt$a`2M;Dpf@eIOAG_X$(JbezS+trV_MDpazZDsT8_ zu9P=C*KE8^QL__Da|Z%&UbE=isgWD=K4fjtn0?fT`^{TA!Q{Ay=__trTH?-o>I{!Ebw~9Y7%bHqj-|5>Em-4VWB=*$d9r>oGc&u|P1R3GOzaPUhA-7^ zceTLLy-%H|YI5`zJhAACZTepIt(}V_481?sudhdaE6syO^HIlh;P!ow_`ZnTTZVO4 zZMYi&+U~Jn(@q(jMV#wCZ6@pC&0O<|9fv;cd^<_`H#)mk;Cp4a_cR72|S>MXFLR zZW|R1CI&Q*MOwVv>j);gLs~$>&#Qo)iiXc?KmV7tOIVbT1FQe7{e z|L&Ka=%$x>6(=NR{^3R4?4{LY)*er*avbU^tPhNXA|lqKJZaEcJK?jhccN2EeBXL| z3|yvW3?$u+WLSD$oZ*{2=xzAIaahPP_ zcxAImJzbCUIht1PawjuxkF9K&*e|B6U_7A*`=!LroJlut(8XZC1?I-zrXjdC7{F1N z8v8~%HHk{3#n*vs?-(Qix#{}?kGfAP;irUuI*3Gvc@RhUx*3+@RWwTLw1&7DN6sHy^0c?Irr5HutJdU&5 zGe@kX_eRE0;Lii8PK-_zcSwvpczmb)K&3Wd&3^Sa0WbU}yvS?dEUn5Eo4QsC7fBY@ zJXs6iQ}*+%5x9}7)K0So4O$E(3b}hgI60<(Ui4GIq`w&;@jwT~ghCVHpyagz>5#DcI zI9r7NxrKt1s<^`2uv~2#wOUmgmFk(s^a-%_^MN4i&m~{c(cxoxk%+~ykzjY%Mz(GD zfw$KqAE% zu;m&eY1Rhoc1&mF;R=L6@%*;rhfK+?@lf}>c+|sTzBL-@E+=M|@N@ZXem6!>?%bZ= zsq)Y&Cad7UO)p(OyUBMGSpl;pyL%Oky5NSRx1!tlOuASl2qeYbYrOp++Eaq_Q%HN~ z(Iz6)y2Dv6!b=ffBZzTE$1jM0TGAj1xlH zO~EI~c(vVEO<8jl$J{V-X#gSns_EJ<8tzQ`AAmcBJ#F@|)HOjNRpcx6CGQYt zeH$j_DscXmoP{!5-0QF2!+DGS%~x}PDce+UF}?D;rMXr$O*i3lh^!AKa1!|5I&_ZH z_%zY*X_NUPj!Yj)Y{@y*&z=xag7wiRz<0*otc@>o$M2W2ksJ|!qslAh3BA7MzP%oL z!<{__Sk!5yd08`(am3_Vg;c9tR}Xs~ZyFzmRF%$K60)JOp;?TTQc1+?#Z7Dkcg~?# zD|k#on)zyajSQ~$re#;S!x0&%E=)T)?FiP4e2g@&$G-Tky^&c>Ru%QA^n^EHRSMK+ zR9$L=7>A2p?QJaK7m96EvRZRic#P^s$N6$>k)`_OyN?fM9uoswZ@qIn%7{+LB`$xWpG>tvnvI@sFSBHM zrC+ulfye_0b0{Vm&*NxO;S9Ysk+HcTBtu6xUxzwNig%*6vERM!DDpb$)I;IUq@=06 zWXEpL{m5ZM`;Pe24#!M|5>rmN51eEbnNRt3zGkZ_n7~PTGL?5Z5t6Xv;(^!Ci6&Vw z^I?Zbv?NWQPygoO6B_))oZ0V(zowLY+yMbDa2rkZ1j(Vojquam5`GDggtRt0+V+~0 z;vX8{XrI(50a~gf%E*(9rZ1^4i;Hzw?3~p&0pkT@TvO+VVK;3o41>BFGfy4D^jkYgFdO5*W!kem_0{evV4#>3mI{F_E> zpAcP;i;Df^j^O4ghA9rJH!{DB$}<^HUy5H>EXQ`KKFxHS`Vlt93_S8igwElj9*%SF z?i?R{i~EKFU`h#{!1ydqE~RpAc<`TzQQmZ5*~vI!d-Q(9W-r9FuJ0-Jw)Zi}I9k2s z1e@33vPZ!K@y2{HoP#QQE%NPycpy|a5ggk0w&AbPh5mOq+38+9$s209OE;%ty7Y6y zp^nrn_vS2J6CMC`&3x73?#O$@>7%VtPGauEL|j081U>|8GCbCi!SW(efkzMxsa-iR z_sG53Ut~V3afq_yI7$(9WxYvnqD%)?4^RbwA}h;f!UV@O-e!2vvQf!^)?j>@{kh}L zOu+ZAu~u-SLGL9jKncx(>JDQOql2(xs?0?yAz1v;tRcljIDuUI^jP-s#u$N(*Gubh`aLdFeVw3cS~#r`>uGe)dJkHI};kQbg?R;+pqn-k#t90ovkN3L$4!R z#(nY&@5X&QFKd7lE?Jx`Iaq`-`1^NYD4Un^Wzdp|+7geBcedFl$WYuh;zuiXb*y8jKWXx6tD+bqPHEgD_>aMhn~&{3vWL&iOhUfsv0rv8fO4-=mg-z@8)^k;S>Q4O=o9B2Bd=?MuP4^t@k zL!&_eOgT!13ZiIX%4)8hX%BW^3cuf_s~NwdqZ}Gw9Vfm55eTCS=?>O?s*GT^{0O_` zRpL)ughEkfD4!Uu^X%rk7CWowN3KM@y-9hsZC6G{6M4t0)I5A#sHi;HW&zl%)nJgd zX1^?cVN?T+Of`zOX8EL_CAR^%Lp98fAYL8#tAm`7J*G6-vU0d=F4CRbeR;+nrAjb~ z^Qc1@a8`K#x@{FWeO^qXyCZ1{F(_#gEu1r`sgtx@FmB5DsAPxW^8R?s@Z4c_yA_}l z4YUl~Iokz?2h61Je<~XNt~Xrgfu&W3N*1ZHtx-em;GaL)D56|Vi>+ufA?C~E9336) zdMxkQ8+`rcV;#LZ*hh?fc2D?^mOjKx+NFVOek##WVLH2|@{Y~UfP1$0D7yuAwoq`h zHU4ziUj2kbwQX|)ZU~dBcW)mSvgVY}yJTZTF>{h-|fa>oA zv$1~FeHrdMN6xWA3O>(2J!biT2)UpnV}+_hLsY2!T+W0w@WmvAAM?SLI1UhC!28PKZL2OUT0H%n1HcJ7}RN0*N&m<@oX#?lN`GTG! zShY;?@A-*Blsd{SftMo+H$KCl(G&KIZUQ;CIld#aRuq>-Hubrt9Q=zxIQzxN@g zMp>z6CBEws&tZf8?A0ZiE3oxxt1qY9MPs=8Qrh;*WR`dg_e;#(X3KXy=~``0_e&2c zkiuT8_#`GEz1|_M+qsXGH7FB);~s3fx3LaiHCjE(bI8+E#DAHAZT3R|qWy*c%cbiDk`rCnvL)~mvtvP;5j<4`#vb7vA?{{J6-b#_i`PAoOA2x<@jq;+b3x8h z;8Q4iw^NGg^s+*-TbS>v>h-!(PFnSKCuY(r>H0dCKjTcWqyKPhr+HnF6${9s9?frG zg~yQ<&A8}sB8|b0ov}QHa+d&nBS;O+Xm>f;IqGb9Oq4aUbAz#*h)PMpo_ilclf82fD*v@SQUEVuo1<>$-SdJUzu!&*aheRQWS5Kn$7JEyJ8!@V(=!-rQL zDB@lV=Zx8GAPkCor{g_~b^;i6^)EB7YIiA#R08aGH1fZ)^8!=(maBjTW0OJE-f039 zb&pk+A+sS?^8wPFibujpRiCraC#i%#CuH^M*LUQ_u4yubQ>*kHzR&_O0(T9z%@ReQ z=NPb=;F*$;iliPs>qyQC1;aB^z^YZf55X3C@h|3FuTi3p(~Xytl;7A+uX?_Cf~A*c zx0v~wkd%FDvAGsqt&203i|*-j*_lcokLP=|j&;N~vAz7@!=31xvaD;iD#8Au9Z=>! z+2kux@l%Zr#X`#E?dV^@8?{$KmZ0NO&4y^xH^NG1r~UUj(D`4?6)26pSDt4xi%~eg znF6+o!W+TMq4w_M=ROM1_hah7FndwJwMSn&nvY9+uQwm7L`MrQermLVHyFAl`e6Um zs2x*GXuKO`Pb)^3{uR^rSy=eR_DQqJ1#glM`o^jsYzNld2C_`n_VsB zY#H&(dcR$poeBBDP+l=?qrf zpoBvYHI)OqfD%6#96Z5#J9Lp~Gg=$3D9@VXE}W#O0~La?%qk5~!&tAT*p2Ns;?&gf z`?lL?C&p2NGa=kb-Un??`1EiB>kt}U-(!&z5C7P$)e z3eS#5d;{&f!=b+LDW)>^4&L~`nG!6z3Ks!f^JgUT^%*Ljyi8VWmdEIo9w^pqPd5C3 zT0h5{0iL$-qfR5S_nHa0-A!4*+3u|h0R#e+zbQ2F*v*=^bO1;&6(`nMDiISFu z$E)K9@1cDdF8DlET_V?$JeM9?&2(3T3>$3#179aztvhP#mbhbzhzn0onq(inKJ4TW z4%sQZxsLt{Rd!V{TnVt4yRHduU-#1%lfjV5Kp^ddZnT6wP%Sg}L@W3{7X9=wf;xGs z=u>Gl5Y@>*UbAMW4A-nsi0i82R&YtcGo;n3TC#?vu!Iwf1@|8%wt)F@jKlEU?Ys%` z=uixu`d9?)ZeRf$blnj&1KcYl*3bUyi0zjSv>TW7&h<5@m^H(w0bld!Sxc|#=7{0kZzm+WqkG#Yl=Gu}Dw3{kYYizM3V`3l_>r)< zukY^9Dd=TI#cP&UiLpMsmyZxqdr2M}e=imKIXzwZ)WPj`FPy4+bLesM_m|0(^U2a9 zR<5MR=sTvlAGyAtjWc5lwFhjQiDn-6L4w@zo`H7+U2gr!M{TMn67q&E=ts#N?6QTLH&fdn=@NqbKgttzAQ_(J(leh^YWk3u^vvZ1jJ=>TL&b`x4%s zg^6&ICG%DMJqP=(8b8165)5qHLv*N0=B+hBTnqd8~S+jM812u5;4t>&cUU#vVZdZU=bNb)I1mw0M6s+s`QR zq88s%n@;Ii`Ko%K5%sb>P1dwlQh%RR`6;%JdzR)9B@Sgjmi)oklJ;+F1vn$PVwRp9 zg^pG6GfqEG$J#0(g) z_q>||2JdCpnB#%8IUvyux{Ut_y!eVGr_l#($kG4o;ZIAXJ0Qn~)aLstnO_zM2qQJ$ zUKg7f(tf)TuDSX2EPGoDdM&t5x3Q~KmbRS!uA{_SI>eqsi=|wmxK4Q?Cfz@pDRV}# zs&>I)6{=Z+)pjJ zbNb-w%BfF_3nq_-gLd}}kf`eTVN)<{C+WAdTg0?uvhTcV01fcl-Z>v-=Cs|peK*JG zFOteJECA2ZD}}s=wnFbHJVxy67lXmr?n)%Tcfl1K68cjwsJLFkGqLjb1r4_N{XaMS zEO>p4o25jf?V^<0d=8((dXi$&pw?#7=kV)s@nV6@5BPGGE}zrF0~hpIUOKlN=2&L! zp)JdOPf0mlC_t3hcAWUpq`%_(l>N3FNu-bQm!Pj?Tu{8IqpOJm0i74v6i;U}6dG*^ z1(p=bTaIxOy>iu0&Ygk|g3=z+K-txg?&Y^-v^QW>qh3```l3N^hBXTn_mySm4h2P8 z*!h@p`@r3-5nWw<>hP>`jTL>Iypc57@Fr~ivNPq5UID1O#<;k4+Splb_d_h1zE;h$ zbr9AlFw!9W2mof^=kDn|E(OuyVF=W0qQq4D>heU-*M*@^rBB(A<-bvBwjSa#pjV@> z@UB&_a)V}4N-#I4=OkD6CyE<5d~dDk_OrC3VALeht@J*D(?84qx@;!Qyyk$H7lGU7 zamzEP>_{6Y(m7M)#dxnb-Mj5Z8Gz@~6Q?WLj=+mrtaoB9HI9x3XFB!{aCfx42+nAv zd%2a3ixIa`dsUux+W?!)9OiiTJWwB7sMv9!Q+uB+-=A+2;Gb?W8WZo<#-iJFxWsil^>3_aVsdCVtvm(#1Hh(HB5Y$+dk*3K)g|R~#%( z-wEn}!yu*vZsEK6+f(}sQZ_3j3tOu)k}3RX8K-q$Aj`5-c2EL!pk2fSNUG$!l*@W| zmjQ#QY$vPmVXUsKc8vE=tJ6)V+4BNX5*`Ae)5juZWF-%`m-ds6hQ!qJZn1j?N0;>x zfS7jFpJf|a#p@pf+U3fm?c}fQMEsjS)PP?}^T;2}0<=bLcRe0b+1G}Jp4Qm6Uciit zPk;cy?DD3< zcfxN?bPU8oP<-GvPaZ?PcjkAkdEMT@C!^O3#16`Rd{t<>tH|C*5(@tVCfm7(Y*9NR zIZaddn#W1%mDw@N-C7T7^1N(>15H7%Czn*JJ{23Yoy{@U(Ir7t-{cwVY7qwRgrm5)w>vC6E#0(A#|F>~j?Q)(EyT7y2wX>)x&em`USN9IwE;~9PKMXz} zC%~HGnO?nYoG<6LY&J1aO7!&)pjmmdW;C;5smX`zW~_usz{1boeLWnuXF+D=%5?~c zcK9UCBujC@v5rh9Uz0bbGu&}@ReI)k%%|!mQnE13+C=qF#1&Eg?1VO%KM;ir)TrO* zYiRRr^SR6k&mMRHKm{6NTbO{_d4c}o60XYZ!zvcXY@^7c(US%RT|L@lfvb>B-&$Wp zr`mWo0Z{KUzukMUazv{M%X+X=S2~}eXfZTBMFthF+P|ZPX`<@yHw~tTy-G(Hu z{x&_z@)4XMeYGw`RIX2~X`t zQye%x1>K_Vp(oi|$;BG2P9;S(OY3EbmhF$X`JoSXhJtvO6<0 zZCIlUOjLlH0@aAL;iV4h5yl;nEc=RIed|=3Tr22;9yar8YEZPzWp#>Zf4fsiD>(Dz zL>lN~l9>G{x9sUqQDyAq_t!Tk?Eyyr^f|(@diQnKew`O{2dDpnvL8T%WKCVOOP9== zOD9Ns%_0V{qEf}wYxR91K=a^-dDQV`U>|EHY&^d&P5 z2Txda$LgifmL~IesGlr>o}JVp7kj8^xFn>DxkuKH$Gf>3o4{$>*pBi8-5f@_uEMun z0q>VPa-i1e*<8+rmWIb~bEO76nM=>?MZ{P2*_D^Sc`kXXVswDO*1V~SG19{FQ3z;S z94l9?0NPFqjfY}d+S(jXmY6y0He?$u=gpTComEnPiG~@>QUV33JyPeNjrAw|RqtmP zk9>iZYs}A#pE-3kXhz5)1|}IPfh++cBCMlJ{{&iKAb1Ot1YToXW8+~BXp6J29ne|)a>7jhqkZytW%qyj~z3GdxY@psFqgKCl{dW6^l zmc?L~!x;*JrxR8k9i5BI%U;Vy$L&5?iCE(3#6&D0?yz0c{o1x&N1JRO=8I7*7j$8N z@Ww(owiG&T-DOJ@)l$h-e3~1oRo3;RPqx(nuxAeT)aJ1jXt0ztG6Uffp?_PV8|--%|fM#^G30 z29_dfym&n&2=&6?LnYV z;Yo0%A%IrZV642A4c*FDm*=W+e*vgn?Ap;h0Aq{E)mIqMewgOn58HtD%I%tG{o${a zQyXtMQKpKeU{f}?J3pS4ntVlS1SfPdKqG^VcuQhX#|YM@bLy7+*Dp;*7G%5LR%bRz zoIE3lmoZ*fRxkXkPj~ZcvOs`PS^y}H{(|6QiwP-uXyO7I_50Tm*?73Ta8FLp`OcF`5$+_@D*_tq zHgo#J(664(yX##~wFo$@r8+%txPV9!;1q&m1z+>zGC4T;)L>$ttR5V>JU--jz&!^U zY+njmV61JmX@#m4{cum*UPL|aOb`8xT85<(R#+xk_5{yi80?rn>$72-q#f?Crk-qoCsCOa-zAE02P~@I#g%g0E15 zf(L7uO2}AC-VVqL>ePCpQ<*p39f!uZ8r12H$KLEtFlqX@ zvhQ||;H~NxwqCId0-sLcH==`uD+C2_XG!=qeYl+iw{o&7G zUnN!r;E?F19v|uqau2?;r#!6h7b>lJyd?$=1_0Yo$$&AhP2UBLg6MC5Gzr8wj6__r zg_Mt6=7e+Fgr&}Mo)&U-1p5R|{-~$?mL8uF`Bb7d^~MyC#)>9raVI5|1>d~Q^IUv3r?XantYb=qLMU*H<8MAuj1()<9^$8Wkyq}k}( z;vRvcroHz&1qr@~+*BJEAfC(IMh2+)Mu0(5$x|P(Ef*RY92|IoK~wiHbfZ|N0$7M> zgj_<4)w&iN9o#9aRcPdV&bSPL*Uksi&})1KFRjs~NirF!R(jUm@15QychCVxVnG5EYYVh_m;$!8Io>>4mDcD}^d_DU zN#I2sFx-OKLwo^mt_roP0^gTM^F}RiZ*P1ybH)GlbRFPax8K_+(V!5CBw0yFT8K!> z$PSTNBqN1n6B;tJRY;O#XJwDJELz9#8uv1wE$uCzH$2?0U#5RR_Leu{a zo>4HNgBpOo%c^Jfp>xLKu9lq-GhAP8)%EmlrkV?46oD2e!$lz>A+19Dlc*e1!Tbg> zn?WE^e%EqsZScZ7mFZ5&KN9kHHy%jcE6zXjuz*7rS;n*9|5_87)pJASAcOVPFd}^q zoyem{kKiY+^yEL3{oi1N?(S}E{anC?vjcm-+iA;JZ?e*LMbB5Rg?1mGDlUA@f3h+> z;X<_C8{>rV`J16*>FvMz5>$5qZy(DL--{6p{)Z(Rd<2T0>!op@IN^u61!}1`&vPk6 zD63Z5Pu<|VKf_}0^zE9;Bi_^dO&Xs*-4k0Yk(k={M%Pm&KK6m>(BS%L!cV>|rW55l z-Tex9Szb9?`nIQgnA5fR4(z6AF*|LReQ>hJnVw-r+cCeJ-ZF(BCy84ZD60~yQuLSH*Pp@%vWO%JZE|ePB|YfJO z_ezXjS8jT5-<#R-Jt4;Rg^$m!TUEY>70>s*k#LJX?79;B{>9v{=1IdcvYI+#gaKPn zq{I3UHEYPT+2R#;^nrD0#OMMi6>B}!O}cITr>$w~OV*G?qZs41*r{U~0nhK=y?ek< zMtr58yensX+!QPDltXq|xJB*Dsb|z>#V&K@yV4&V^*u~8Qdev4*Z1j|`JnXq>uYLC zwQjFcOdxi@W(=YVW#$cOcm5lm)iR@x+ zd<D=F;mo#qZH7RPP5QW$*TNeYd%w zuZdxOYFCL{{l71rdE#^H_@Y1fBI!hRAw;pxZ1d{htw|l(=8S~+@9*!{#-zQaXY@X%dsBz&^Y?zxLeF@xO8lF;8q34p_ zEN#_x%JG}&zv6|nP^@yg*?6#pyiirL;?-TRpk<{jV*MAf<4MDvs~XeBa_h%zdHW(6 zHSDUVY$9@>mCjt4t7Kdd+eebg?lYc8<1TGNREN`UOtLY zi7t)1$GW4~DC6TR$evdk4M6$_*BqzL`;vo7HfX%<8lTGA+s*kMZ@q@y_3cxf8M{8Y zo+|kMzPa1~PuH&}R_ke_{bg)b{!b|O^oQ%0_EL8~5}F_FJPV5Xv<&#%j*Rq`n6O1k;n!!ZHD{Xcl# z?~95P4e!221!TpOAs&d~F2$QmIwV#8hventJ8#?&uMUus2GZgVv5TgM+oqpRwB9Owx0><|3hY^9zn-KG ztMtgxL(N*I_M!Q%dziHD{MfUoy@@z^scrYMGwkwvy{fNxpEm61=*W09t4Be@`n@eh zr?#P?s;TK^f4@Pm%ktX!?d3(^YTU0e$CeJ!Z&wxR`4_q}r~T05x8P=?zP+7_l87er zPL=cHHknMl!&f%mY@~MSOAS`LNLY((3hPm`1MP|V%kjArlWMGoud*CEG|`nSz!i+W zzHe(woOru`Yr7h%Nt;TVgtA0lvgYcEe}U+SD|a=F^f-mV=Yy*s{@ym*-j+X53_39b zGSy;>&3LV}n|oQ+{ukwb6*)c1xc#EsGu!mY)lXu!`?~HPZrUYUKYjQQ2rx;jw&1|v zi(@;ZniB6hfA=LnbwArC-bH{Zio5@oia0ZfCOY zcHX|BFJ5|YFICjPPD_nf<{^lf+SOW6uYI->P#Leaj|b!q)h}cCO%sBpbV756)AGH4 z=-KVaiB#Zv_wL;RQ9BFS{X-cUW}$Do>LzNLgegts&NsS?inrops@$pZ)~!(6r>2}Z z(^&ZWft%kg$jSJeO=2U?@lXcj(e7g74c+PH=Jw`I#icPxpMYn3CQA?4k{vx7q2TY!~`VY%e||zA^VTD8KublQPgMRW<83X(+9{=+|9jkM^%sZ^oIGI zPHrFSzs?sq5f_sIF#^{U-@bJ}+iOoATwCF>eOH8-gU}U!ma^MI^TWYPKMNks{^U1G zypc)qedp26(Y_z&vW^^y=Fe$I55f6R#}~1Co~a&vOEI){P)SOUtS@`LAuM*eFDy#C z>dW*{M5iHdvAcusMNZpn9=P2`V*sE^E82;(RXl;L#=~Qa5xXI)JaI+1Ed$!){`?*3z7^E6lUYivR z8LHX#7Tz|ohvJK3#b=5_U3XS9j{I^NkM}+2aB|n^OGtAbWXo}kbF%d>hy?OKI zzO{9ER~Iuvk%`F%%PkKNGL1C7dO-JIP`4kwU}68y*abOYHMx zAO?lZ7IQa}p5zTSom!+P)zfSa1nk`5p1ME3)8nyrVpU(qVMb9#@w@-1W>ee(xJ|^% z-sc4K2=2enKg8nW#9!5{_s0pt+=_(uU&K5!0@~ucStMNF6c&o{Y^bF-XR+45yZ%_7XJ4h&bIeYX-^c+Mr zBYUj6nYdVFtJ}71oBOvuyEqgefh@s(YjfGEQ{j3R>w26?9lcfoLzbMN=H}y9r{5Mj z?f&hS?~IzW)meLHC8tK6GnX$r$YgvOGxAShsjjYl#uomTHlG|G>YWhd#TVNsD1;13 zNk}lhYz0;)pC=uEYu)a^DT=i}9=GdRH5~olUoNGw|3bDC@>Pi6nVv{VX5IN?*?0$a zHkpflJM{14R}~7id-LB64I)b`p$=k_`lQ=`byZK8PxIM_;^_zX!5@J zUAW1vGG#etV=}-GN%gdtFN0ebJmX5<`YWAU*weq(IK1fMy?#IQQQVby)_5HQ7@n+g z4&CO1+Zm-ZJ#z!k`e(@g?yxj?*<+Buwiys6-grw$(twTr#GKagw+uMFioPFcw+%er zdpb~Pc)>VAn985UJx74$PUanbGm%IAPd*w-KTS+j-nX$Sndo&vb18kMTg0g7*5QuY zVC*pezKeB%Bi{@Mq&}((L_Jg#=#SfFsP02!s@=tGby#^zEk;<|x3J)!Zdn22(l@D@%M4*Q0Jft7JTW>PwK#lYghz`fUAZFavR2QrIw* zv@549wMgc>uEbFM!5&lQCTcfsH}$$n8`opXb9Wb&5@$4v=;e4R%ZH>}F4no%>R)=i z#?gD-|HrYzb8o*pD)#PjH*;`x6LzkLgH-kWFc` zr@FdnEPoRn-h_5!!25|&TOJ0?No@;!7SX!%)Q3x{oTOu&=BC$EPn6v&YxheQ(y1q0 zdYish;~&Ll$Uu+9(;`_sx6g%*CS&;aiY3FxPkihjJUnC`D;cEal-w(cPY7F>j<$;I zH2ie+6%VD9_rBAC&wee81e&*9@|+#t+Z%c@ymWF2c+x5RLSN2$7>;p>)G^rRO>dHg zz`BN~iE0;_3fu!f-qiNWDNY^QFs)Moef$($OY!x!Uh8a0V$rVQkz49Q(`N&j9%efT z?@mheOrDq3pFaS~g?DgIg9i-YQeGdXo^b!@juerU{- z%!ZC7$DAXtHN#4zAZU`XTY0IR`$Ls41;OvQ3b_Miiaw2#o#(r?rs-0=}S^L|6oLsnzJ|UkXy|N^-U~Q#$52YuW z8)O&(a;e@?O&*~;Of%VbQTg@u{=2caRuS2V;02B8UFME3NC{t@Hm8DV3*-B1HqPx2 zv3oKs{qMWl%N~nhGAJFH3QYtd@#()i>zx*Cbu3&RATf%Pjpn6%xWVs7Z(rQ-sk-p; zUQ^?*r=tz$&Ur$%j#?&1`BACl#UqqbiF8V_&uY?69XWMHO2ys_cT zAH1t(@@lS|U0 ztva1OeH!9Jg+XGe-1Cl5B*r>c^!07M+`~S2cH+p~`fR$(@vK7` zA@ZtRE=D8opQF^}Tr_E(uQ{a{a!37G_-Bi6jg8e!P5T7WCc{Y?ymoLNJ4RKcCqVXm z&R}@7JRwF(VgJ#wn{FSjm8wA)MLvge5vhIr=y7(H!3z*Rhsr7B)60d)#XG)#tx&0! z7=rmK+)Cx{4@6g*?S1F3i%TXd2fd1^!=Qk%Jl;l?rUIk8jA~yRRn^ppu1+9qeSQ5; znrZ&3iNh_4YTLGN9~jpXTU@{}O2{pwFV~({kqtVB>6aMqY47Bu7B9EINtiq2+{v9u z^zrXY$Mi4uh|qdJme@O^`uM}hE3&t0lLu~E38Lkc(MG)PEmA|^o6BZqypfTSpj}8n zHwi{6Bx_}O98>!c7!p!}q`nb6B{8a6jMI)t>7-p&xrfW zb3gew72Oq70S<-;zeD3QuLF)mM^J=^i}<;yo16slL`*z{JCTzqZ( zsGigGX?5QHC;$wuj>TL_R41wxB(T$A_lDrosR(;|q)5tv8Nwamoy+S%-V~dc#wYA}>vTje}dVXcsY^o#UOpd-9S+-n#s%rtyn8r+g zxZA(gJKEW1m-~ucPDU#1W)j+#)VkBX)$DQ*hposVu!8*?tBY?$9=<@IQEfu8q|+*R zjfo$zTJS6rjEw8n^k{Zf#@Z?e9-tx4@YeSvJSzuZ6y9#sz>VZIQvbQh|$`giJa1XEG$F`4sEK3MD2c=aiDATW}*GdxGMqg znoN~>LqS_)x^203r4QA=KHL26@-7N$mgiEj{opnY<_9ZRR#ptGtO8!YW)9-eZJ*$$ zA%t6IIoG#3a^l(iOa;0tAKxcFk3rqU~EeB(+K^Hp31fU&e8Z7*EMgK z^(Bn6OdFb+QAD|cIO2V7TNn8G`4!%r+n23 z^}b+BeHt2?r!ZItv6GQgdyq4zH3*0 zu)UW|3{&}XRxUnB+-2*QuQ>w&HP(Cb|1L^%|gnwOjPAEg)SL@>=i`9B~g z9y)GwP0LutRU90z2Gz$+PNmjQmtRvlv?$2A?nLFKcAQ(rN7geS64?>L8T{Ahzm1Xg zCVw0^_bfLyH1MBkQV!xkz>t-d&4`!FYXcYGfdR5=M_SOaZYBBp?nV=-oj%G;RA*J11s+(}2S)!{f9zx;b!h!xoX<90LMR5dj1jpFOR0pe@VQ7Zfu zCZF`Y_O=lwMB6($G8BxWG4mJ?&zG4Eq@P5`eMM#E{^QGjWKvCE7dxH4*Vh|kK=j$7 zKAosplj47C=GY^fo+aj@wDx-i_VesIx%Y}jPA@Jj!1FNTyN%GKys@#^c(%|=HV7)L z19uwUWay4XJ?hQa6y@fA)~@HYC$mFAMutK@j4y9!-HHA=SMm-%&h5o(EM{kG#_Ycf zI-a$VyjJ2!3{+_8PO#4&O%mR1snuCYKNFXn%qPCJVM9wx`%$k*BueDrAZns_rhaAM zspl6PB~HOjbI2MER(O9YC|I1zY_y)~KHtUN>81mFM`h*~oQ1II4|hzlw&^b=9c_%k zRBCon(Sl$9xRs(SFyD!e?pBvchE~K`D^`quICt(Geb-inHysf;@Z|&*U;g!L@1P?@NuQ-zL-dNW^V_w|FB$8CSq=G8v(o)z)MgJ?sRBw5?M_@gOER16wnH|^{>)N`D*wRHM5}R{HUH+Dn>%tZ zWA6zAm~Yz5?2@OovgIMMyMC8wAhi*XY&uA`UnJs`O})6+EhS0O_1F-E-`+_`f_N{TGTWr^vu zdE0PeLi8Y_K0yOwKdF;iU&O>5hT|uS*<;XXU}*YwAhVVEp^47yQ}g`k@}94e zHultu{tdTe8#z}*R>SO09+pRk1qN*mlNdcg>lz8fWgn+>Zcww)jth&}@*V=iwo`9^ zja?nZ@fDHYjdi02#uuuw^H`latfn&=8Y| z?Z;_W0o{BrEM!JT#yJrYy>{+f+1iOP37nh|0sUy~X_p9BadEMHit!XO)DAsNS`MIV~<(d3;vuO;d1z4e!M?E5aV zzO^cTe4Ogy_(7vd?s>DnXGwnDHzY?w`TpAN*FR76-?Gs1G(6j_haB=D`DE{0_RD&i z-ln{`xVRg6)|@yTI9o%5gHn2WtlwrD1p(3gOw|?r+1#9{mBEhvOx7)6DAKdq#rF8|W4K3B609jv zS}il^|4JhB8G|Vz@_eZi27!>3Y9?pn-836!`qmrl&SNqv@ z(-AXKZsguOgo8G2E265ZY7u#om66?Dj15)gMhVhRzAQ_bQ-!Us?SDDEG_M(Pd$@JQ z%Srk!ql*1S;uZr`@=IaUvcS>y@P5RZMYa1#Y-}v?;>gI;(gYAurBXD8Mn)=$VF2(2 z#C-1O87+1h?FjG2udN15t0Vdn)$&-$mB7`pjb<&8hxLcKMhB2KoLHPcPKr08S z5;6qNrKKf2%PEUrg03qAJDyS>dV!ClBlvQxa=P(12ISR?TJf!#-6QD*LU}c_7&Igg zR}aAK^0qxgt3R)JZe5JZJTAb&aZd8z_-Eg|E2D%SqWIq8X+3JADhF9PB_(9Yoon0W zJX+08wCTB8Hdkk_m;ROCLvOkDNTPH)^+5`L9d2s5_DVQ!NJu_NJ-K#N#<;k7vQJ>k zHQ+_`jrOofjgc(vlsDoouav}By_({#ba`}5r>@S<>NY*}$Qei%gQgGj^Mf_y>6XlV`aAbKZAlqTJ#y~8PY1eX_YG06 zJGWvgo68oLxcAi+x=CnR{c$ho_`0lkxGuLd?ZHr0<(kw?MG1LZibwTys#{5S?Ye!E zwKg9Ef$f+2Q>_&Z zOBj>zD+!kP`g-@32Li{LsLI`t-O3eE#w*4(;R=ra9gcoot@MYl6CalkD;>RNkSZ8c zC#kqQWtrN%A=R+C@*3Yn9yDVZ>huoS-DTdsHJ3HL&^bbo`gX9-khh;;aCmqoU)w4{(a(Q0qlSM+lIB**Pv;hyq)IyI;;Z zEO0b`xOVj9$(ICV#)T$Xcbg&p`ZL*1gW8cvW3*qZ*+_Su4MyrVt3zUyWu>(D1tPil zIlJAi8?3uSO_YyzzN{)cF)osJeD;j9=Jzvhl+%4QlkI(7=R@Si+iCt?n9xd89~>Sg z0yF?AD$nV+s;L#Y=m>wXgPNru`pQCxW8jV+hwC{~2?z-EI!>Mtu^qpNvrQD0^j-e$ z$5X~>rs=hOx{iE)#RG};M8>Q4Tw)v2BzZLAOjMB{zL_3$sedk`uU4Bx3%eK_IVccr z*W|@~&gI}}Ls72HNA(|>V}D8C*JRV#W^145DR`8CWyXOx2!NZEbR02TJ@sZs*uf3p zWs2eN+3@v8I5@n3y@sZyzN2(m^X(gY6zo4fC$SC~{r*^jQGRaNw6oPOw$yZ3u6I90 z%R%=j?Tyb8zK%;FC9F6}A&}|ilrYx6IuogYsDcGpU0od>9Sw?!3FxpuS$|)s+>=(b z>=Ez$7@yNr<(q6WhCQBfR}5>IFShV{XeS@3NEGwb*v%ftc4-?;*%|NI&RXZoN9SLd zu~`+bashT^nYF&aMI$HSd_*42_$DOW$xv}Jl6pHQNSl{FgA~DbhLSOp|7Bm%c_nr4 z;n@|J-5*c8tJKSQA1R=T3~G2{eC9QwFn|W=`*#Hv78X45_+Q7}6y#VAJZY!UoXGj} z59S9iqri9M2r(A{JClJ7Ku@32dJ3Ay8olDwz)*}{fnmqKCVR1!Ev(TmO zB^~B3Ts)Jkbyuom^PyRb@fHEH5`uY&L4Il8d0fJ>H&1jcxOe{}nSlt*q@ zq@DMmG@DqrG+o;vXvO|*_D_xYZ1dfC!E1Q^YHj^(ld;H(wTdvid9P&z);Bff0U3m_5Ev0rgNXU@Mkd$mvsR-(-1(E{C!ptyYq}aE?qboEtTB15{eu?5 zKGNc&yu809bnoDbCSqbBGVJjW>i}A(T-IzqfBt;`(W5aKY*l09?9+9Ay}}5D(k==L zs6(HFC>WfWkOe7>8<^f>Y!{LK{DF$@*G2My0d_OCT(oEIYGeA&<4_EsO+9OzS7}6_He{*!etw3e>1fzBMqilf%qHM)R~;ePPQ95|j*MgC zSH@A3%t$1|d)?tXHIlW;f;i=C>g%@;Km4f%q-4A@o!e)T{dsu!_P>=O8fX!b;M`ta z7}?r<%@%TC-^F`nw>?hAlxIy`EE33Qi}2PkRJuGXx2=F89J}X)3y-FHUH(pXpLcLF zoW33amgj0e)CC~`6e^54}AOOA^We|Q2^8|^N zMDA%Sd=P>sg1i9ewCKw5n;)vab>=m)1Ds=x2kp%4G2J|U|n%$q4mFptv={S0aOjRvx;{I zSqgA;2(tV(n4oGgum^)Hjxmaz=f0PQ-3D|w`*XPcDsuB8x%Qns7(5rRD?GsZcXG!w z8vV`XW~HxbCD@_4PIJv%QPFRn+~wuNF0^zb(_f!`U7zjS*f7cLSW485Ri5j%X>0;& zCaeY=iI~_Mq~B{x)AG3J3|aNYQkNB;%5iyyV6^~&2|P_?$6zSBxVSvTBKH7cgpz{k46|mv@a;S#9Xm)Wj?B1QZ4$o?@HXy z5W5Vob%R#kJcrLU5{DffMwv{z7*buL^9nq*Pqd3;68o8j#>{npxL7f<;doykAqg$M zFr(8i+=4l%Fz5`P80kwG0o*thO3UY_~1(cykx-L8x>o4u?)!P>E zEMldh+asK z#r1S$pU0Jyle&-9QL!fh9DMY6bBOZnQyd@O*Q7wUbW@d)vf@26=;sX$49J22q zQG(xW{%kByXjTY{1Wd7oTYf}@2j2nInJCSwwsKDd@8zdDT=ikj3DnYaP$17bE^ zs9Ys5;jM28+pP8F;dDAs&%sM&Te^*eYN8D&&oFZB?tG9OINQ_f&rw<|8X#m-E!LC6&T{BHHZM;c-zlyC+UvD!f#59a#I)`M~t?eDWj z-hQ!zhV^#ki~R)P4KyV)DOk z3x&!tJ^48@J`Nr3vH3TO1Q(IF*v>EwSs!DMN-`RSl@IiG}SuIf=^+25lcYZ3&9rcs(L=CCc8bpRVZ|fzM zQ!ZMrG6<$Y9HHa0)qV(Ud<^m#9n0|puK#=qoY%P&@Zt)Wd$%`q<-}xB00sFe#_O@l z_s4%6c^4NapM63-UX@@AzMGr^2NJ*Lj$$<-978oJOq&UD60(0#411ZGb$-))M>4IF zVN|)}4BwLCM|EDHoad^E`0@LeUg8KKnWe(rjrH{@EgqkwVu{YKkPv#%EcT7F&+y;q zB|^=pCxKRc+Y43BjcS1b2@n_VA+KI(cUA_1o)@T(I2o7ab7W+6R1OG4VA|*^{7w*D z!RAkXsQ80gO5EIzfxyS#sef}`?Um@Gdsy$aeovbBplm@}66i`6R=_uH6yjCzVmo`D z8Wr-W_+DYsZrj+{AdQfnLxywdyC+VViSSy|d~2-9p6HeD`l=rGto~?l-LRn@><&+? z_5158{J3wW(Gg+cEcI`OLXqdJhbd2^?%HY%GVKAlci!ut)IW`o{3>xPIiab37p)AJ z64hy0Zst$+u!!3E!U=V4r2Y(g`BKu_T4+D7IzAcVUa;1JSx*05y-F(GQvcswtPA&r zr6tJFVBrv=1g0__tu3*7PvIz}p~H3-x*peOVf@0DW2bFPofTt{Z%!zfT? zlrabT)X>UG3CIH$C6mzHgz6#M`!KfG5Jen>B}8+d|1n$VZAJs5qZJW{W)oM-EzS^a zW-yH_x%YZLg6(@obJzrhTAX4jDJlDzyfHiy!Pwz+6E($y!loppIhI|&3LQ@Uoor7) z(0iooUr`~=AfQJG8^Q5@K&9HfTRqEqM9%2et%>fuQzV!XYEtI09aIjiga!=%g9i^V ziIoOfCJ4eOJ@pJ!d3yi{uma~E3~mFlM5MaEy1ED~OMO_}S1R_cY%mwt+z>!aB*fPM z=~3z810M-wf^|}Ib{2!rE|}criE53+)Ew@mfDjg$Y!PoY!bf56SnH0M>X| zN{&et!8}8fu~=kQKFANKb+Kn2m*hl5*ZnII?^J&0Ki9rJ_BV%=ncSd z(K0YpfvEFTP0Vu9FDxo@Sn9YlyS8qfQnK~$HNe{ZppQUMcz89y(2Gi=SnL^!aPQhD zBQH3efw;V~SO73+2*j)Hbm!lUYa2XfY|FL&heVO+#A6^iQR@doOO$xX$jQ$?{7p|F zN3LM+eMe>bfB%-lR)fYXv}$i`Y`l`t46x)D7#w^{J};%!thTX{D3odOF%Xh_U<&P& zFnC9!Y;B?w1El)b>gs0@b;Pw#&gQe2WHNzX2UXHh1g)bI#Sh)R3J(0*di0Y_rIM|DQ+}zw|ZOOIm`fl|Ayr7v4-~ubE zsy;ifS_4}uB48247YI@Cbe`aD4FwMnWoy*8iKGft#7ycp{Ml7m*;x1r;;XRhr0EtN zLe4HO6R5p6H8o-C5aE51xy}9gGaMHn4jW!X+yr5-2LwV$Hc)tdbe$S<+uYo<;Mq9P z{AUdL0J%o`NJ zQwTfYLI_-o!Yf>7m&hN2P4V_7N|!_(6R{4A&}~F&9Fdb|EguX16^A^0M`0a9G&#c) zAeKmm^Xn30xN*2q*&|}Exbry>yO}3QU!mR%VLWoK%8riJ=(NKaW)BFFq?smzG&dwf z8paaLt@Hu-3WY%%fGs%h8r-(qG+_%$F_W-pw0oYq*L@DQcB91g0<=jblm5m)A0RY{ zH@1j#coP*x6kzb6@4<5tC6aqRB4}2U!$Vk_J23C2cy-oF5poGUhcO^~&a1C(*W+aN zbb%(sc?6?Q)YqWC7>7#$cE!q*frbE8Pe``+AJ@43^Svxl*MeFb`8NR@XN#6ugE)Fx z$2m~q(cwP>IEpNZbal)aS|oG>HmB)J?A*2Myz`1+pY!4#98MxRXiiXCBu+JKofh4V zNOzHVt?0IrKoAby0Ta$Y)`o4Ak||M$Gz z)B$K+2wobM=L~SkfNL8u-<03uj1aX}(1O4&$kr|eaiGL5A1@dB+}|Hg>H-nr(T9Op zyNVPF)9kZ16?MPde+(A8Kea@F%}oN&hK%uoR<;>o4MY~-7!I;RL)kWdwXiRA|HuHmCU&&btSNv_g*;CQH~69uvvCpYwu0CGRpgXwS(T`mfD|<_EX-sV zLqkIYTsnA^86Bo%jihNt-s8u2VfDMx6`~aH=yZQDrLvBbUvAl5#=oR`jqk-}#_6`pFXlctsj;Rq^1wacTnMBIoMVV|~B5?UyF?i94 z`cbD>-Dl0)_zLmNvTJkW0>3=+2qomT zl)HDoM}7t$ZzL31^Zom_^wY<-Q&4o~#K*@Uk^Sj%=z~^>on%~7Ke9X|FhuUCA;QD+ z9Ptb}9&X#lQhIoJp!}6%Lg-5nQD*b_%(6R|e8xc^VMsp;S(WYW;TR7+fImR&XQL5V znx8+GGmSHWm+Mhuf|G4PaE?GlS|o}ZDH%8#vYO+S`&-4)vqt*GdSoXuYt)5)d6>$` z$YeaL>wy4*Nc%a(C*!9V9r}tQ^T`lIDQY|9o%mJ%^z(F^a(ay|&#LKree0H7FZf=?lD<5mB75r3d0 zHopxKu%fY%25M3;V2|2Ikk}>bmqa5T42+J-fJ}u23?sIKyhX?-#FIFHzK12E0f~u* z?%Cd=4DFP{&804dSHj)|V))M|e9J)D456m#t)!Pxl$%0RQ+Dk#X5n1p<~kv{*zr#V zJ3TJ)Q10F#W!rT9a#MW`^JJAr)8&(0d_r<&@n3{~etsEx?1`GzG)wNoBdnd1-*&xL zO9h-89_8b226 z?Qc@fS|LIR==tt~M*&ZtQqj zJnG`&^5@SV05Q*2Gh?_HFR3G)U0u)se7%=TzL)yhyuBCzkVH{es)WPvvFwtoOq0q zjv)%*PeFD?OSt(fCVVx^Hp^XdbaI-Qp02bwV}59cf`Y<+X^M%HlQUD~SYMITv%XpG zgMOfp6F+_gQ+!HTSo+Q#Zss!8A1Gz*l(0WQ{np}&ri5fKp&ZWcSQN*Nn-g5!<(>$+habd|?zFFWUd{~Bz3 zNy1M27wtu_y;AR`$)0PafB2RI4w6jm#=u#tUXHz#92eTh$9YbiIH91RK%&N}vbMe+ z9L;@T_s`bW`1+2vwlhiJ-H!a@qGB^DJIKT|0EzdPoBSkXk4d-{-}ED-$u^!ocaFIJ z+|<%?d+D^DxdVBv{ruqed%3S)zT5{OQ3;#=ceY5y>uQ*@O{K^FfNBVyef|AucRm>( zAAkGl(~IQfWUmLhy1LqW6bi;oI(!VkCm;P(u7|FzIYx^)Na^YxLbd!9|At-~V{TW9 zrRMceSd*HXTAUx&ViXy*@afYJAe-=N_lmIMaDTqtJm0+^d|TdwAqvniUoFnW@yL~* z^DHX`C!XD4lc8lHlk-rF^-k-j>sZ{MothA9^ga3WFrSr^Uoq8ykjF(sw73P1E`Iqw0xp0FLX6^S?g6p>3j_HhQEebmpO zoWc^Lofv2O)aUSelT#xjBUD}g98_Xb89y{nd`wEZ1w4(N;5Ph@wCWeK6t{-BPrTq) ziG{$ln}f{EcP%X5WEKlbZO8_B^D`u8WSj)q2z%51LAj0WeSAEpu9}&>eZ=F(prd@+ zhHEX(aO<`mJ+NCyOw70Tw$%0O_xg(cdhXppfk?LgXa!5KDwh=H5mokh1(?#t`Tw`5 xy;9FZu9EDNqI^k9#rEIdAeE*(A}!}idQeQ0>0Rj99uoW`ds$IBRm#BQ{{Z-(*24e* diff --git a/master/_images/sphx_glr_05-layer-norm_001.png b/master/_images/sphx_glr_05-layer-norm_001.png index 86241ed10f603b1f800c68b711fce75c1fdc3ce7..552a80f1a4ee8b49f737a004a6fd42e0d328fd20 100644 GIT binary patch literal 32643 zcmeFZbyU<*_bxtkNr{4lq=YmKA)Sf{2m%t)AcHj0NS7ceAyPBIfRfT6-6c7I4&5En z-Ea@@yVm{Qb=SK8{{H&SS}qpM%;%i5&pCTP``OR-lg3LWVnP~12n0f`{9I8J0>KP` zKrrU;alv1N|4c1`A7ZXg^<1?aVXhu#&Xy20Ggl`&M^`&*b4GVdXBTTn2Pm%)uOK($ zJ6BgH7jZs5`~Up`UPosuKCa*eJ@60$r|0@E5D2N+?LUlMnH*~f#BWzwQBK=4Woz2Q zM{9YZb59*!xo#|r=e;A<9+A#W7{M4pOWx_mm>ckYq1o&H31tKC;i`Q76Iq;^u9$|m zq;j!FJ^!+yt0$dk+@6n>%5grk#iL%9scZw*=oH5^>vHa1c}4KLd=`*H#K;U@+gT6} z@MFR19^~om8=o=L!@&#r3UZH}oO};T7;yV3zh@X4;NA8C4oC!e_mmn(7Q9O?^W*>j z^8W`0OO{oqYDS2qzI5N7QhxjPkq82X?f~YG)iTwmOioVLE;ddLfZP-iX+gMyQzbk! z^L2RCsT9D5^*2}APv+{EXXixDlM@D5l2KC=B#CNhYkvzffWJ)YR5qTK|4}uWtIK zscE{&$)3c2j|XYjz<||gklEdDZ*0W*lP*12yv z8!^cEN&ZlZhP8bpF1i3lG#usW{hph9JBH?o%5pl*?cES#{q*Tm5s$by4Fa`N+u(Qg z0hs!1IniWoFawJuELhBC<(mzr9~krO5UqYTAI4x<@eyj(k8L{q^R?^FOzPmE#!v0M z)`uQbaymK*8x<-xBqn}mmS4Yq&DG2zRQPx&BR#zttBGJIhekHmJUKZgm6(7aeZ5+- zeVUs{QkdOUPw&ikTk3MRt^RVqcc|C|IX0%J+l+;#t9O_d7Zemc1$KahM@F(pNFdUr zyuYTT^euEmDyyk2o7|jJDTI+&PF24zLLvn$aFvyn`;r8L)es`@w<<<&jpxvGb-e$$ zo&mUtCM*3CD^gV?Nona|1y@Lzcda(_f}^u@vldU5zW(w_%?Vhb%b%xI4-ZPi!|~-6 z6uNtRSp)?BxZUI+{a!dY@FIPWspmUzye_t?faOW~>US{-2nZnUzklx^PdZvuOp`6ezA*7T zd^OfIE95)$6K7+zjZ{W{BqHS{mGN0@87>`o(S8He15<9J2o|Si!jDz zwV#!dF@Q}C?)g1QS{S!zV{j| z%5u3U-fpZU5ZFRfL!&tW0}G#kz-%yGuE4kfP7Q@Q4M?5vJI%@J-pD*QAq-d$Eh{(M zGp}A}^W2eg5}%LYnmZU!J5U-(%f>oRlVZbulaQmr&Ai|ZcGDd$WG&wr^)OGTkmh!J z;Iigv<&^o~_=&syYk#e4)DcQ$+%@Ugw6(r)&W*5K7xKskhbTNMicLx?H8+<-ok}UH zt;}>*I!XNgv#1cGI>sjt=>6$xiYB5E zqFTkqQu6Zhl16k$*YC5X{j)zY?lI`<;Tu%7_VTqAR>605f8hEY-9KD2dxjzU4sx`C z(C};{URm|KASR*PwHpU&p0+%iP9Vata)?h z;av(fiv4JrpVWHbJJH}fpN}?Bj8Vl+B2|txIMSDcszo%^1ZoI)_H10?E;*U$GmKzs z+~c9XOW=d+Aqu!28`wN z2|PR`T3T@9>|<#1tHy^C@($Y>kB#Y~(B6&xsTmGNUA<7XE~SDuj{q(hKP8>3KHS4|9tW+8 zh=DYCBVIMRZNMj*%Wlu%I;-BVE>*VapRa4~Rki9TpL3}DiqfvBWtcljv zY_ht=Bpx%?HYybyf#KS0B8V?LjTcdVSLa?JjDUsKPmC1q{-#|y->O28jg@48Iprtt zWO%vg)lvSA79HI>E|YQeD&szFx(OaN32X3H8|&>6RU2+dwUHUB3n~=rwJA}h{Yp)aK%BO~CeM%*Vf-h5Czc6$mmORT$Ry_~I zV`R&|Osgw6-U_bU7WAc$W`ES)=b={?8is)X2@h8=(7tzh3B5cZtv_Y<*~6LgV7No` z)<%oVVC_Enz_{C3ZuQ<`C-lSNI}y9FxmvyjAu0_%4i3iWvm#RRzK{-E9s^h_VbV%( z=A-aPuGvvwG?%kZhLZOdXVM<}m*@G`U$2i1CnXPC_-uN7x24ZDrzfybz9B{=`B_)gU zal@*`#YL~9Vck6aayAf}0Avuf?725OaD6Z!GiE39JDOp@Yc*Br`Ez`ed;a16mwTPR z-u=N0Ym?K|ybIz4&rz-S$@X#tR}mxd8qdDa>@7yi)E-s)#sUY+rB5k&7(?Ccv|Z!W zFP1&N|JLO)wdli9x&oeF?T`>wm958uawgYAOEAC9PzG%0O-0{MhLMDp1U0$YGf6x= z1P@1-9s5NCHeTD+Nt=CD3v{4)thB@-HCaVKjGEpHyI*4GF#9igEZRb!QVd6o-fOEQ zy(CU#C#{dxvA%_?xW4sbr%4?I?$gu7==I4eKHHIkj8{LN68~f}%HU6;9I`d(J2lvi{<^&#taIPK4 zE5CM_{<(wy|LqAoi&fL^_?{Yla{!fKhK(557ZjtW?J97@(|KThnl#DG` zttj>`*M&0@5({4Ghv0=FM+QFAibk2WeT+>=z?J<%Bm6+{Eq=7*ez+~Nyk9)>Wvcid zFxBpW%#8+cxW@ihZrgP`(xcMCHbZj>1`hM%R!FIp4Y1wx-kSnxUMtj)vhwmz;o)phgEX-kV z-@YwzS$$dSx~}=}n%Ahd#9_Kt^Tcg)?2nt2uy8y8w$AgRRB5|s22~DQwe1oP_W8FJOzUx%1Ln`GqWWX<-KPk z90RK2G?d!Ey~CwO8=zn#h9@~a+QAfWiWaQ`1nZQ7*Na+UE zV!j-8;1+w51Y*9Lw+^JsW#1qqnjJvR!grnGHtKvrpN(M#!hpyqOQ zJc$Y!*rxeRMuj(BhuENCOY#d}MwOZVeME8Ec+oGEPeO0U=H)Okba<4nk1j_Qy4O+L zOWAx&ezVdqf%1)GOa9aLkBVcVX}jUX_}S+NEmtSA>iIf_NrIMyGS{aTdF0KVg6{?y zZ_o6M?}^cyU+-Eh6ODfV?h)Eai2lnlCpgH#d{Vp4hQ29yZ*jWgug2(X_2B%{<-wD| zLob8UR@JYD#${!F=~1LILUJWKJe~^#6qi4BMT_;*C=3(vdIi;*`07pBVo2}BPIGeN6WN}H7$6%&we+W}Q_vse{ zaE0vQ*0r;uVslm^9N6ufx{KAzD6jtEe3WT|u5qCEjxZJvTsZjW>uGdnDYv|QAK{}y z0|dMe;UMVC`cyGmxVy;aOZ4{)nuzVnHzyo2HzoW%hB|}li~{R zy$)FX-2ipzz^WNR;Z!i48V)d>_%y$Fe^=##RT;{AG@v?v?@0QJZ_fIk%iQdB@_+bM zBkfs|d;n0^j?KOlJpwgkH{(}VbG7yZcAp$2%m^N$9fZ#7D*Zxj!A27m9X8*_rM{(i zvYpK)C^aoKpB81}7YG9U=*5XB1(&yhe^VU69U&Jg_bnUTo+)>PeyuuyouoLjdEaiY z{fsxNwkrOqDWjoVe9d(mX$->KMyBfRC+fpj8jw{aX|yEf7n-d6k4_U6bUEXero8N}*l9SSNPMrXBRbk|F>q z#to`2?y2Ii+C)koABoHOCmY#5Mgi!nd5nuDDiLFL>IA4;C zzqET@>P&;TcP)oA?(GAUC8_-`P}l`lX?ar>Z$+m}dHru5x^Ib}?|uE0M#U@SyD;NN zTkDoD8LU6m0SjhFO8zpOn)YZ5!ns}9w_zm)-*%~!skY7W^6?s%oSaCO9KalK66a7n z`yx16+&Cdrt^?beNS32JJIgMfjQw~gP&uwIJvPxqB<}fz!6_H{y|*hkcEde~!S(aF z&_N}|dMzCt%EiuTE3mG^?P&x^%4+BlVlKBZ6X|#UX{6AA;_ls65DroQhVxaVI#a}4 z)+Q>rGBPrTe!h?SBk(&#%y`MBx35V+cs2V;TefPh)E-z@GIMe$mUpa9oSkO8_`NHsdCq6NuA8bk^4R+^ZLb zvOHKp4dv@b$Hb7iSec3VEM}0jj=q(f%R8xA2kH4Jz}6?z9t@$Op^sQu1S#` z;6Yc#sBteipxQP~OG|G@kE*Mm+-_5?+Xh6h)EvavFMwietvK2or^rEfub>bZ;a|Qi z|A>}0-yACydN&vlrt&OKxd#8x6+^Lk2s3c~WV9^Hs@J);sEJ;uAb_tiVANPb=+8mj zj=Wt#j*6}r@k1LMRhdgNdY?h;^+>*B*E~hZK6;qVg5=Re&Kh{|_mYwraA@nc%ejfd z+FB-A8CKY15lI07MLfP zGr18AW~*0LmT7Lf76-$xA`#0AOJkUrbA?rNQ!Y$=0|iI*)^Ry1tP5r$2tY-}ffEMiS&NS2wx!6tD#sil_K}q?{$48PyDJoL~I`pBP$|T9nje-J@9+F0Iv~CW` zw_mP9c^0_hL%H+gf?mNfWN16%a<b6AQRNCp=Y|J+K z=fUQ{Wq|`?s{F%|jYH!Z?59rQizdG-i04{HSQ41{Emd~5zic;E9n0W%+H!wi5DKM! z;=~9H&X;KDOke`iK;Upz0eN!NZg%mg_)Y+X=gluuK#dmJ_os*zb$%pe=+9J+OX4@f zEQg`YSNl^9y_VyPIwK<@)~4%3&(6;J5TeoQGFRV#w-NxkqdHy0EY~`g&sN2Zgy!)V z(Z1Xf27e)~wywOqS8boKNr*$AMw*WC7v5vmO!hteqjb3TCwOgb?FT(rk&H?Lw;3Rk zAh(&$#dcjZ$wTp&uU}ii1Pm*@0XBh+6zE@`ts-5wCgR<mE#LP&nO5@jd;%CI zI!NK0iiMihv_+6myak+*gZLW;E3XXpG|yHWbT&$WK}AKSJSZrrfPjLndK;kiR2;p7 z)qyJR-ZH=IGb=7e#^x8w%I~+J?wfjCoSZ#9y}c64&cNpw1jMJM`N8m*M;1B~a1t!5 z3`YJ9r}2LA>XARON$px4*$e$p-o#v^@WJ6cphLNB?t{{34WpuhA2+`#Td zCoC#9S)?}c^xE1&L>;D{1LT}%(j<+Ad&hKRq!7YwRQoL`2=l|?+WbV7H9C8!$Ov(E zu!;pcgX()#TQ(Qj76=FDSTTtWap&w{Q0VxBW@XeEUmC2)3rC zCgi!Y^5gs0FX;KaHa*k)uf4wi_+exK%-VC(e5v|DTs6tGXx5$fUe%p&(!z6^Kw zxqyIxki%3G;Co|}lAindNn2Z6XC03>c#8s38}f*ajb50udda<8x^uzlNq9sAXGM2% zDfj6dmdi8(&;R+^i{}BKC{XzGX9s4dPSEbk@bGVZNc;eOef`U$Q4`?h|70lOfdi5x z?OVICM@%bH;)&+s;ksu`P= zPzsE-p>Eah#49Qww?`feW-&86-!=A{@SO|9OA@xFyaDVBh&hXZk!W_Paslp|;^9M- zebw~uaB`L;z-Ox@@-Bm%mq|=4xqLvHHULDyBrp&ZP^UTtdM!hFT3(x_owo@zNmyH( z(kjD@SEr$|j{u#>dL6#$h$g*YyP^La24IT^5|lE(=jQ!dSo82UHy+1xx;Wl41Yvk{ zvMSnU_~-lWn$M~n-3j17j9*DF3=9D$AlF4k((oqvpl}%K#1>2`I30)J)b`NYE9E_N_ zIIRrd(JTFzFG-x%Jb1Fkxt}gU6JlfKTwR6M*Vq4%deWr%(SW;Ia3k))+uq?-tEj2J zHIB74(GvA=FpKE&oGT>t{A(6-{6vva-E$Qc7HR3Uk`jKqoN78mN|L2MsNclE;V)EG z?|?dh($BgU#EG*wYRx3Tw&>3ssaUDa@Z7}?>X6@M6}~c8HG^3rIYInvPWTyP?1$pH4SMC6f zW^USv(1Ow0J3F;BH0IV9P5}eYxOtxKDKCB%VGw`ky82L)!+8JIQYIk6SXJh>s^%Ln z(k)du=!f_gjyB!vS|h4cb)zsTcMb<+VCE+LTvG3XOvD}*H{hr#52P_!Cgi@dY2F#K8d>&C2<( zu7c|?t6r9wytf+9o%s9Umbjr$QvZX+Pe4VaDv2LMQ;SK2vZ%HvrTJ+;SRu@fjK8AC zqSGde3{X`dJ9ZFoFQ}>C6fB>~f382}1D*1%s*!f(xZE(&kX+3V4^P1asfCm6D14aC zP6T?S@-{O^|MN$#|N{CvDb{)ml?tI z39n{v-~=7Ig+b;0K{ppN>WQi#Aw=itaSpWv?=B~p85Ne~PMG>vzQ6f;R2Yk3g|4TOuet`~eu)>;jo~Mx*0hZNZdABr)v0ps;Pai z*K@L?)1MJU{^wInfBypHj5@l$Qj1Fom%zbk$uEYp%~wC6xE6O0dA}%WBuGv^pauCx zxc5gXySvcA=*f;GKIw_;r*@O04Lp?u+0}kn*_wevU?7&-K}mRc6UdgGt@L-1H%S|b zCM0`%+0-xFwf+qUkC&T`@k2?M0TP;M7PkHGgEhd1MJ;eI&)7pkl1R?r7wVkBbEfD= zms?dD6+e@iv$fdO?z1pogLI|GsCzCN(12>qEiLpsQQ?s&SmQTtJqXCv9SEakw%0X3 zg;ygn)4$~#)d5z-J?vKSBRQm&^aTrN@j{cDA?-Lz@2#I*XkAJp+#HV=5@D*$SDw z!SYO2^KQt;50$FS>=xw@X|O@vvcwSyt^o4_FBlGXcE%6V?VDmp6KK;L!xR7xoozmx zd|W}H9{u5KTwDJe9$p;=Rygi5(DIQO*1pqpjWhhy`moqDy3H12)|(VSFavrpF<@4~ zvjg=9(BFm(B6sfIO^2xwUz6=P9}UAQVm{yTTqIUc%r>{5#5M7=wvl|=?!PX?W7StS z7bU?6fNA-M883|=A4jh4?^sl|<-S@uH*icQ`0k4;GU9jT5VFI^!j&yHCJbc0R>jch zAG1QX6zIdUqUYOC`)>#czy<>nes*T_;nBm9)=_Cal7h{sSGA%2xcR#xk|FwZ7X zs^ENWdg1;+v>%-%2BoG3Y!U3?_9`-L)9&3+m*LH+MfD1e*5uiC-3rm9x=hQ_C>M6b zDJ^)Ieb~U+$)Exmtu4G?vEE4U!ITHGMjCbpcqyKN^{##q%OV4+G@rlNEwyg*>p7_O z=s>ItH(M8E+C*0uy%d?~wdSzucY`>cZ>b=Qq;zw-o>o1*m>FjJI8NBiG1~un*9jDX`}|M0>tM?DF=SfMTwoytu+TT3OM$*r z+n0pkn80RFJ#VAr!e?M+ML?rqA$hBt8;VV|-x{AB44@dl^z|u35C6ouI!}&yQ&mLZ zXKCci&e;<(y=ixPs0HBT5A1Llg6K~p&LwzhyFgha`?odlMY(=_x4x`1Dxfx zvH>xGSjqY-cJuY?EwOk4?t@Up%anI;MRs-Grq!9o={qZ@mo9oW`-4{`VR`c#(~||G zh!|72)%5rsMAADQqHa{EHM;NlJaF2x8o(5y@9sHKpPqAk2bXL7?)6z`0X@HKZt_X- z8(|PT+kHVwUTKd?Oux_7ccZAkIboS?Pc3sjcn|6>;kt>RXlxT?vNgeW=;iFE)*IAx zBZ8JfrP=rFBX623Mr~%)_xu|DuBGq8@id|~@^Vy9Ri5+zxI=OG*5F7H`*bUH=-umN ztNu$bLLxP^O&nXc&U9J&Yc6z?`-lWW{kpPIZ_4o*QX97E5Hl}m~nVGrIE@1k|@D!+zgpEFl(J=0cn z#Qha_bT%yDDYyaZCZ3*WBr6>1p`j)2g=cq9I~ic{-*inv&yP@ly_lF*1Uc3Q1-^ZL z&Rg?qoW$PLFPe!7rWIG_8N`QdQU?f@`t%=dZf;lKL6xUKibvY|#ZXDc$i@AekqWN9 zWDB^W%=y}oAMC~tl#HOMpDmM1L_PVZymIv6D0GES4yVj)$S8=y!nRQj>dLt;Px^G6 z8y+piV>b?JKwE3g6yA;WUDAL5-gm`%k6BP|W5GMXRI8G6}1?~pkAcXr{*0Z9ntYYcSX zV-R5zy0zZD*UY73bjh0$S^X{X{ve2*S8QMi59UVpsiJ~RVvo(Ic8LqRf za(12@kU^~~D0{@T%A?u&MMv$tyt04q?oP6r35bqzTUJ?9*o{FZD<59CVPc_n3Lo7Q zadbF;Hj-z7nbG#Dwp)M6^=tu5>TAn_&1mPW>@F8TW^S(XBsl2E~o}pZTg= zrzeet2Qt)Y3*dpc@hyoLzVrdlQA2FK#kjd^T3rq58bZr)E6r9=REO*>+e^ zt%sPF{-<1l$t<>$$+<-Mw|E;!Z}VuQ+~&0H$Vmma7Wz-2!8#2Ixq$D5L*uw=1V}B{ zM@8L!dT~GQE=YNg5?=9FzJjUuuZIL-YSHRBCnId(2p1QWZ)oVs@d_#%(bJy_lkWJs zk(bBrM_f03$2?!FGh}~z8b!zz8|xsZm>1%+b?M7??{?T3SrENMXWlgm-|PmT=@^gT ztUUEmlM6g!5Uam=qd|7(fhn73k%$`_wxM%5Bu2}>=v+Vy?c+zBKWi*_nLiTUM8Ctd2GPW(cxXC(_T5rGpyWwpTDWA zy6(JbFdy53N&NANNO&#Iv9g>j$Cj^)AZSeF76^2jmDZ~swBu`hcb)c70-n7yJw7}c^27uc?KsMvUWpV zu6ci~erk&l24K<=26T7-YvyIXUfq>_KxKt#7EK>!gRfh_p8>M>zbvs@TBx~iJO+It z-p79ijLI&Ja$dsZcUAaai_-2%3S%S&7Hc!*WYWQR94CaJPlIp+!o%sz^~0VqGf0m; z;u}zf83{Vh&ttq_eF+^~>MAd2Gs7i5+O}Uw7Fm{p4tm5zRz|f^AkZp zg$>BbnVDyD-hSO^tJ<{Ff>xUaCyVY^&Gsd3w*kLqgL82NE#$Z1E%I!1zUCzo#)!;6 zJJ~E37Wf(7m0UL7w>ICV6w>({F2`(C+sspy#J1cKIe)RE#%Nf+GI;z~CA-OVAT10Y z(bg*I{$ycM8%qzjahLde$zZ{8Y#IsD$DFNv*p(8U(N9IsnT&&SF6-D78FX>}FqI3p>2b*T0G3vK7xpC8k{`1Ee4hkV07y(+nx znXh~1`PDkArZAEI4)75Fa{^pakzQxY`z@m;3cU$1BnlyAWWMKa{18%JR`!736vE)M zi&0uyT6BR%qt5`_?goW}!55-;Q;?$+hX6n7T^-3TCCjM9PfM(wZ3@REZC3$O> z?%v8NK#AhvesqOXW;Cb%b)l`UnhK~vQe)#GY6$om?#+0%^(mchRl&wvf-oP5lE6j7 z>UMY=*ebf#cmF}2yzL_UaI&oyO)vFgx(Vnb2nh*aOwWS4kj-cj>hkOWlo0>GWx+ua^Wmy%+W~cAX^9s(2JGATTYXKAIm6?E=5xg`{*dINL(UiQFW@XLN zKIQVNUn;fmx;|U|6cy!eUr}GLboTjDJ0`-Dre0=wO zBm0@t5C>GC;-h;{-fj=1+I~{xR*uqmxbpz_&SWtbdrLUUYQcaVj2Fh?S1JM~z7SU-}3Q))R zg{QJ5&5E&Gf1uiF4s?}%a&j6?jruwc^YW*oO{!GLt;zX@6IJ9+k&#;59?~B^{JdSp z`f;`3?nu^K0L}Y29jg#8+qWjYZyl#5`HKVu$WWlAhh>&w=h(P-2wvGyL##v-hZXw6 z#NqV%qf4VSpGsVfsN%Qhpa!1qU=&SxD;w45c6RyktYxVi)?EXN{qc~qv)xI@TWFl^ z1>zEFKmBD+jtcL66xRjh#rWl6T#e+3q3}&a_$jC#Jy#V{@k?`~{QLleh_X3Tng3RQ zK)Tq8DAeIuo20@e7My=ou6W9J8!|+7m{wQdHrFY1<-as;t^scY1nR9V!P%9Log_(O z6xlCBXZ=N2Ki##TY>n4#wXc%X{JL|8ZtwSjhZj)wV>$X@U7d3sZW6rCZ~Zq6JBI+H znLK?O6Kl3|XQ~o~-Lj50TmP$Yg|oP5)Lhax6jv7t90R? z5AF1U>iz)iEW4c@_fW1`0$#)Qhp}G-*C#SbPyTQVoU~H_{;S#dB>7KAX=xg7&9_k8 zz|-Wf*Z!-iR^oU-H2V#oSlAcGpfY58dj9$XRBIoI4`Blh>8-dG8@Y1S>nt@|bh56Z;?mpJ);>;_REah%_2k$#;7KN0k2dC4Kn3^ite?RL$R}+F z!T`U_%(E(6-JSDnHfH9uRVSeNjY+u!0Lse!`g0p-#^L_*$~g{Il8c&OV~z?J`wz$( zyR&m2zkh%VpD?N!xTzejCu4^cnU~KVUS2E6N(&|R#Ak|tTro{greA3#n*R~4N(O4Zn3$@k8#B|~0;2Dk3kknV8Z0v?v59_BF-(XeKJvraNw#_knVTjepQisf;_diZdcRaPK`j2jQqKYy)s4s2PTbcjalF z=070}kahr~)A5S@Z2#L<76pvKF#VB?v&0Waf>(T?M@I1;fzKGYQ`qrs7*r;kw^U{L zbIT0KTHCENbQdcB1vctdW24Rm&ZM^ol;9Wm9iIboUU2BDSJG^_GdcR7iO2Rl#TZlq z*Yw`~=ZqO4{ZLeumtk=@87kl8fbC-J|U1_iUDb=o5y>fuV@0T9Qa0}(aLz)?If2Mk0I3{ zKG(W$5jI!N`l-mvW8Mw`YFdjRc{M}!UffHtAz#!lY;a&4!5Ep0X@Xw#I=fD(} zd$@`pfkp)I1qA4zsjhn>y$&QnmaF|_v>X33##o7&LgUS~HxLH@2DP!8YR``gphgG! z8m53~Ut917sdEFcU#!J@Z^;KzAB0FHcOkbJ4fGK_VrR$776B?&_ifOulPpA#zyob5 zR%iIn)luYRL0IZ1)R_pevW9|>-1cl>M&##$Rt-fU?F8jVuAIPyao|912o0d$iwtWO3EPtWD>J@^sb3X+=TR_Q?$ue*X3! zLC{mBjT^syx%HTynq}hqQz9Uy?g+vm8Uv+duw7E<9Q7Q_-h^Lv<6nVPshgr>|4q{s zu8faK7eaKJD4_7SrN#~H-HkYQhwQ|Qqz{yIdh^}p;Gxf1=VNJ_7Xk7x`!|%Q`0Ux= zA4;U^RI8bsZKB~pnD3@(cyrHqcV+~!x%deu$C0vzcpT#R7dHX-Nfr8a@IMFenkamk zp??hOQqL_lsDYhV{`|p6uoSTPeFxOvyTn#g6hJ)DHGCh+9=YT;UCRfw@ zzpPvn7q_J3Gs?7Ku~LB*s5=`lG=o+(P**c?21p;YA(4RN)8W{3^&8{?q)DIBL19?s z#fu1u2rXX8@i5bVy0wX6^W!xKS9`&*?>1DXjt6(ze+A4XS=?xtiM+kSLUgvAkE+_6 z8nQn*p+(z)jAa3D2ygI;ZcKqDofx{~zeDN!G?ydl={JCiI5=U|}h?f@hV`vpj=W@Rs{aUWc3BHkiT?_3&|z_cRpVU)$jbZ z6oC&-g4QU>G>`g_)f`lU*CF?#Tl>40b>{-ea%a$oVybJfbH>}Y$t28lT10@0i_6*U z&2=Y`D&scizWUJxR502x&9Z5J=hmPfYU=f)Vohyqg^#kuB29x;ZI8GyOGO*8sGQ?g~__Qyu10R&v#lJ-G^_+kM$IjMKx}BJ~40}RvyOSE;Y1?ydvE^#VETD+LB4) z`6)I;i+zL#7tHqp{Y7B2b+Arnym$71(m=ra?;{B4PPG2>9S5i!Aq6H)X|XIyg68e` z9`|w#s}E?~y?0s~6b|&S%(-aTua*7&zQ(SiGlTmD_pDd&5Rq&L9ad!P4AMKW#qpY9 zl?0&G2~Vn>wROyX)D!3rlBpIX|CcNJwl|SG!_cYON_Xuz$JSHuP_csWzTWPu6gWk z$el?MtEDfj-tF?``U+zsP0s<`iFM9|to>%210mP!R{;aAPbZZB~Zcfl0*m{Q2ee4{;goPsy%jWGFG)a zSh?^j*F{RGmgqapf2^JvRKo+w&dQ4aci^#a%O$EGE^!dm?yqru{%ErBwoy`E!d6iZpHNXO>iRZJNYLk}Ute4#Nm z0H}jo2fPrZ0QB(W>lSA#$FX(#_yC#LP=P+$sAG@tWe)Y}pPCjQT(^t9sqtN2Cv7OA zs&t%@qtz~hKx2!p%a5$m-^vCDtt;0fR6f2*Hi_|-_alvO`iq=6b!VPieB5r2vHMqr z&l0G~fO7UCH?|Rvlzu5MC+(JS+2)MW1;PZqvi9z;Ry!DsqT6@n?@lC7G(oER=Z&s0 zgH*qmI?*W#^Sj_~rxF>kH_wDRIZ14qysZ=-fHxyNnI0Jt4)Z;p{3Qy8^6R$`mUZ8m zQJbu^CmJGpht9@<7G{5*UL;$gAHUzthx-3-ae&z zTIrNx<*TSsQAsvFCTiQ35(*1izr>1Zq;Vhk=u0%$EC}Ts@4zkHQY9(w=23C79uYvR!>bYwQm-{bhw$BKO`Z{Kkb=&CQ6F_~Id+@$>;J{lVxXOp7B8?XkM`tK$MH?wKuFVWQOJnu$3YrGe^#JJ!Fg$#OMU0=D^i=IupsW! z4J_!pN6Y@ZF1BleGX)CZPBZh`u;hod9{VdT=B_^>_;_ALPWFbFj^^ltA%;7&LRF9X zm(RWa3+mR5q}NJ*8zlKioZj_y&07FOLl_YMXImfgw%u4kPaX@J%hbF*FYiTQ0C{AD zPj%(+4By~s$^QGKKNQX^gx0Hr{X#tfuXpj*1*$P=^|-(tBJ z@thzO4L14vgHvVnPwbYA*_mk|AR@X|I{|N}si(KLtsqtz<*4!Pk~o&9sD<(?zMKHa zSWgJ@ag5kx^K+OOPc`D4-d6+2vS(#X4FPbk8>q?jYF!@#No5A;fiv_wTLu>pH(qE*QZxKEC zduT6j-Dg0J*0QDf0V(vYVs#8C8d_Rfat`75#UnTzo2b`+if#4umoZ*2==q3l!p*l; zs>y17vR<`V6G<}gTT*UqbKp)9~ zf4oIkIRL+9={#H?FJ}ie_o6rL7PrmbEG$2Ubj;}96Z$WAz@RLlb)Ul$)RWler_pM0 zPCcsXi7!D&+Nu|U6an=g$gKbX_n3C0n)N+-2(BYL$PVV_OwG;BUu+>`Vq{;uAcQ=A z{8))cOxL;YE%N_h9&Ls>XM?{++^56gp$~Mqu|3CM$!`8k|6j{3R$!C>uL#u1DWODE zg5ZwdD(yh?AJ?I<(ifViA3oID0(WB&+L)#d@#Y_@zSob0B}A7;m=06yPCkWoivge~ zGgm<&hlhuU2A38h?z+|tTIRhLzlc^JPuO-346yU?6l(L#ZBN%JtEyr%0vZhH#p6FT zetp%-dO;W2Hs3ry__oh@fD$60mfkyBa{XHGf_d|r*w5P52LA_KUeQ-e<(*8$bvn2~ zGwrrmbFtt*NbvIVa$Oq?1Om8hb>vGxuw#IP3=7C=S;fSt1Az4W`fA5N4k+}1{2B5; zvPtjF2kj`j_iVcz6=7K?a{calA9l-Lq zf**q@t!dSIEyGww{>aF#G6tv&Ubb7*3qqo3gd=XdB7wQ$l9RhZQrg{@3V)vIaV&tJY=*(@Kxom+_H%l0~0xkL9P25^tDKnQ!=UI=8|-)W@% zDIVYopUc0s(38Lw6oEGe);yl;3!9pTNt7Ip$uQg_HWOB}H&c`fx5j$^kSRMWVVhzv zWV0{~)8wCB*OcD*9`NPJ8|df{gQOxxd1Rc<1}zf7XTuDYLW%-`@U_5=do z0FqS)(EkO*%uj(R@>b#u(jY_EKTjd`VBfH@v2Pv2{{H?NIJThGxM*W_%UvRlT^$B` zL_h{hK~LYGE*I>1zMdoH_IyDZBXC7=@cMPvI7UCF6Q%sMv6i>ST}+iqV81F_LczW; zmk;8Z3<4jfDBs!8n7>gllnCFzF11%H{PEnnR>e$8&e^sIBVj#l!bxlQTmR z-p*;7y+H*{5m>X_<(7_O=In^P(&#NnDG$>D-%Iv7@i{RW*HFep8%J4$I~KXdKZ!f5LE=H(<M25XK;<5L3z0-((Y?pgt_F*(u!^3_K5d!ce>_g%vifMU5n{%~jGuGkG&R zgYXU0N-eQZZ*=wup3oAOM>TTy1P>}g=iT&(@$orNOulH7^$Pm81-W*qiza3jQThMr zQs=r#f-;muD3u_4vT&ZDvR-S`{fkgQLU;Ol=heQrk-EG;(e|XT`-4u280*Ey6i~P;N#&KzMJ7yc9|=Od@{|}1TFwPDfUV4;ng&Bjz#QvNHum|7OE#oOYW`PiZylE9)_n^<;06QtfX;it) zU0$N4`*6Vq<16Q{>&*)49S!wUdV0UqQIY}-?V6tWtbGrY#1Q?1>9w1hH~!*(^!DOK_FBjHwH!8iOm$9g=D1e%=1(a`#y!7fbfbNW zP4c{}qL_>AARyG{ys^=`I=?lUJ3Z;)>h|(RrMlhZ3hw5@J<}Iv9eB3!Ctho;oaZ)X zS$Yed`7Z3gHTBQ-@yT@tD4w4APCqLn*xFATB2g;6u`PCm!a!WbHa51=T<~(Py z`)1^`7l}sS&gkKu+I38f{mXyy!vXc-EO$w7ZEm*ZKXcXUsxvIQ99k4lZMG- za^28|OIr{Bd=xwA&OQE5zSu{KAvZqJNbufH5=h^UiKrs)e)`S#Lt_-nBP+{a-%|Fi zY=s=pIy1!fnYs=&(efYdU`7}eW=}s;d#vRUZDX#6pGJ~&G9dl~vw8TUdR&+nkx2OS z%lZD%!*9M$Yv5@AHfP12^;_h2Qj1 zjf{u&to->ndu-fIaRnVa$s&c3IFC%b8k8fe5$Y7#BmJ4a7O)t&cxH=*HgQxs5s zG&do37SAM$Iwe7$_(?JsbFE**q3znV$3o0ZQBdePmoH(O8!vy_0cZa!dMQ$eF~!DL z)m?NwIF~7~_U>-;l?}C@=dBzuy`NAwti3{|hRMYB$W$c1?Nv|1(2GYF_dTC(i>VUr z*_V>KxCr>g>T14qvmr@MauxHq^=g1i@AfC(48IU_!(4L1=ySgdEH`ov&TsDXJFH>y zKWctsX=-d3V2KkrM)PUyXRG@)pn9WNiEDgki$CCq9X3)=XSJ6deqvSjAi82Lf09eQ zJ%z?vUEZniGf)8KppSpcd(D%WyQu8$p0R_Q?Nd8tCp(`Xv^kWvIu{_>=^lu_>r*`}EY;UwE*~rIDC?kWYxgYQpOh~FlLX6` z_N>pJ7vAuvEC~Myj=rtv*wyQ~uB(qO z^D`=8#wn0r>F#a*%osMarkn^uYRmjpPwuj`nwd{*?|toHVz`UZ6g^xy z$!|*+y*qrNA$Wq%-@jtIHOL%aOjV#qHRf794C}-Vn@$<;F5^&Ix^Ip&*fN}TEBV(L z+9Z4V!iFg4ZK5l%InTIrt__`2s4ADoab-5*=in2D+{i3AObW2FI5LRp9mo7jMNQVP zV*;d`KJmSM&(a!*?L2qlyTFQXLNC{kp`Mn(XmQE#+{#>kYoDBthn$a({Dam!MWwJJ zp0peGMc?mKjd~k67jZc17CMHog?u0t5c?Sw*4O)l3Y|9irOtigy-%94zIW*vyHQep zE~A~zt&?T#b(^g}bfXK+a5T9}sY(=zX=6k7EmJjIF>?J^SvmEDENFjg;vAF5rOkZ& zGHn}W`-My}o8hmgO!#9ak6GsNJH)@vCq8~k7HM>5!^IcPA?UH7U-_CYhWeh=U&)>wxemRMW0TLQHMsYg zx(JJuua9(~+$j5H4)L=lx*j^UdMfh=hW)i<=DR|t#`>+;$5Am~%N&R()O3#QqByHGg`DhJ&dBiDh2KX*JAsY`F>h7pEWh+O?#NuiWx`LB+H+&Eb{B!FsyhCsV&&6KTKD({ zbCQj1I&{)bc|wx-PTTT)P9K^(FDYj8+_ZSB#T8@iRQW5#n}Fyh(Zx$Rv~;&$C7qoF zw$@g@`S|>X>Uc>+T3>8s&gjh#zW+`@X$+=jUS&^9N`k61lKnf(WLMB2{UA6H*ZNXO zZgpypTCekWcZ$SnvN4@`pTo!Hipx3;j@<-7g4~PWf*Jb9Vk+L*^m{fu&8pMi3~f~N z59z|i#!dE8^61EMVkhsfd&`S$b&&v{k@eP_=d_`}3R&3?cF>KjVkFleKYbH(fMC5v=6IY4^rOKnlOSnRo zAN}?RK>H3wl@FH}rg9po0wvM2qb-#ceTLHz zYrO|%RH8Y7Q8Jx!3&*aB8(w(Jg9V!|=59#k6~m*p%i2v^(wI(M z#(ZQtg^KIN^<8h0^OOhFh8%Z)b|(LH{}VPIZlkJiN-*`((M9UBO&ZOfvaObrr>@x} z2Bdo$Hsk0JwDDBYuwufQa$y&pz^`VPdOKn~Jh*)$U9GMcwhy-d$lBgN2X)Z5{y3V`& zy*F9KlVzB`G{qsLqgc*T*7WhMR}(`;<&L^aoS%A690?J~`2ex&V%)g`rj1GHclc4NsF9C$2i)B?dJoD{dd`C=K%`^Vpbcs%Bp z+Ds>YL2mLA?nYvmT3q`N3lZIv87#_}lLbTXk(2ANn!9=$iNbNFMUv#91SmY>L;W;m zuzJ21TCg*#{!p&b@6IuwUhibzWbTaaS4RcA*aY}ZdM=X}9WPrFIBOFW_(!*Xy)6Dx z9J_#A7xQ&_f3MsdX*yy4_^!JSb!7w5PG81-S2T4xA(%{0EfH|#bqK%sJ32z^M15mGO;xO%CK!*H{s@ptp6UGLdFw0pf_ISRq%Y^EQ&f?(;H z5l_6fmEx!IrTGi|AO1?nJC!=zy)8dlYfc3d^lh`lb>Z z=p=rhvB$9=Oel%#{rzO1R0uBF3)_s$otZrf_w&~$MdKs4qdN^69;_}7bLaKPM{cs2 z#SKP=%1{R4h0sI5ef#xtpJ{>w{CITaP)8?rpGcw2^94(swoEE*H*}wvo;sNjmrJ3b z6Hk`X(*kBEQoiD9-$XnQ_exVyDHyZSv}X11M>Q+zs zgjKL>u+megAv;W0oU9xoPxpYXvR)@&WRSyRvt{{LZrIi)HFXia*QGoT*Mz1{kI^1U zBI@^vaUILOeYyE%_WKW2({tzVuK6k*H~M{NLaCxa`7`6T5T|p#ZId{ewQh4gS*|?w7rixmflrt4b0aw8O5p!&Zhf}Y@tJi{ zM|j$~N#EIMRnWYy>+9oKRjY?t2dZg-rS4MZ5Blh!o1WdhfmVw8jphuk+CvG!|6>Rd z+`7g5@ldFJ$nhC*Sy^4eK8J^HNrtttI$7MF4YGY%c88^3G1-ggFFs6=)zbx<=hFo82VB53EQ&7K(g~2?AI`Fl*Q6SoeY+V$gjDy zO&Y3`dD!p0$8o#9Z(|6!`lRGMk83&9j``*b+Aq`w^%gzM^Ov3-FRyBs9K!gPdH?G9 z=ZHt-^X_SM6M&DFfvmduCNUp67O||}8SE)+{PNwJRFdJc<>56|C@TpD2S53BO- zGWSK)zKIAFo?r>~2Ik&Rh!!-QH`-dL6&ot{AzpG@YC5ezX`*BZWf-)6^d?(B(uOI+ zy`pSD3uO~1^otiSel;%AYYJuic+l;#|H7w( zmk_hlPDMfx5VXHi$Du;22;+|cAM28;U$8ftOAYXzZZdBMk=whIt*f=EQz!c2U01e= zZ;`}f-*OBOZ7pOy6W!oL_QJEhL)OuPw|yB|VIwE5f|i3?4i6%6Iqm-vya-SgBQ9bk zw`moB0OvN$Xk^OHt$l#~Yctvi2M_nNp4Rb18 zJLODdkH~nb2isr^%ZJz?#OadHWx!Zf=v=TqS^JJkR@@bxC&faEarjj=1a32(5&^kP zUYeWyFK&3e9kG}jmHBsH^i=Uy6g@va_Iabrl}O!x{y6i;M{_k5_ulnyb8_tIQm0fB z0-r9HVtM2j10D2uPw+?HRfVQy%EQz732bbfO~-JQbgP`fc)wfQh-jFk5LtoaLbrkZ z3FUPn*=_T7Go2g({Hm9~Us&RkQP8E|@Q;5%0sEDsb|mYzOa5dRkuNC?Ebo-^2gn{n zw#jA+(KoVBBlfL2#Z3hh`WVt=%lzN*h;{G$D5htHK)6PZ4dUvc25{pN<2Mi$Ibpfb8;$3Q$ z+~u%O5dJQ9@@|hnZo>K@;4kXk(*VtpvE@C^S^$em|wzIRQz4_lpYyA}`` z&!uCaORLx65aCM@Q#yMFk&snZ-8fcm-zxR1x@~VQtQBOhQ{Buljp_|`4qW|mO|`G& zm9Bav?fW-|Y}mo{DO$2rEF~OL1D`1>!rF};+7+0l%@FpI*UQT`_O9n&1T+_Jn~YHO zuWRd?Cq;A(R4Ll9o4I2DqA_O142ND`u2W39P=V#T5sy`oGiLSu)%VMD0XLhyjoSkv zjS6TTuv(QPiyRk}BG)upTEC;MAhC8D>A8#@T1KopUh0vv4j65#S zG?LT!dkJd|?!mT0*B8(y&HN8d;bTA=`!t(ksTzIMQCreuj>@l%VEvy+XDp<-| znzG_oHIVLjIxRyvpM(jDkf4Ayc!Kx*hwQeF{<5xe>zu&5n-Qk(x?bb=2_f)VP<4IL zoU=zprR60cv~EHfy6`7>S?={-1k@6WoZbCq0`S5BA{S)?0VBlgv`auq`%@Bo^&H8~bqdXhqXZ|}yymJF}uUxVnOmF!TH ztP0BMq?RuI*5evGWb5qS13aBN0LKPO%Ok4k92_}rS+Cm)X zqrm6t={w8wPaRB}gv>}MfH(B%a&o#At-> z0q${7{ELjZH2d?s{UYPeYbd}dQ@*oU<+*)M05r{P{h_Fa6yt6s7nr7IUn(@cW!hv zn8kEO1WaC3AXkL9c>_An6bx_#bs?*1=qXBKVB^Dk&R$Zv@hl2Uplq+=`|I!K525~R z(;Wu;xsf^&NFT^w{|UJtG}Fr?&k29hE)Jwp1NPOZ0XcTh*Bz$Q`;ou3>MzuZe$8ep zLIvOj&UN6s*vpP+ez~gsF8|~0Ki!CwOW!EV&6}cd-+v;Hboc2Qg$=9cOE?{(*fV_y8#<^S_^0B-(g*@5IQ8dZodVR3 zuVYAJRF}<)B*yNN!0G71M=O0zDrxWMmzH(z_HAUw_9NHnFF+qyxU~=gkHR~3{#qA= zkq#g4*tb_H$_fYz7}&CcYP6>y44lq3TKg8u+v~Z&$UMsUc@rh&+GKxenfY@VkpnhF zT{(`xaz1>5YHFoV_rhepP)W^u#d{S@&FLH3!w`9BoSKm7qn_IEX;M$hoInm(iw^u_f_ zPT-C|2)b@y#K%^wOrbI%aD@T=F-IEJKI23u4_j{XLp4%#OEfC>WTbi)QTnx-7vrk1 zn+}0P;XOD7xVTiuVO0rBi%YzSw1&D)0sOq|YY4MtsW*c-JUkrqNP6;g#X!3Ev3b(} ztVbmZ7qg$C9_E#wA0ah$XLC3$2;Vy{BsX7WzQsKGYbmVzv}X-@T>F<;Pw%+};fWbH zbBVskK!zd|Km!H~q5#$WmIk;)&q19?5p=#A$#ow&JC|A{{r{8|Y(gC)LJtC=9z^yA zO1co~_BT`_!^Hk{=~L?$e0p}@yg^Icd?(Tw6B{|c|Q8$~Jm5cuD^k|nGG|WLM$pLh}w&CAFpE9Zd1Y3!S zh)}NoRb9ZSONbZ?EH0V?i6<~9D6`9eWM=zAlEc1&%e$B)8426J!dyJ!g@i_B9HooX zgP~$v2ev+r95i7icrMD$&hEctn$rI_nWo!5XP)3#Fo)xV0*e4TcnnCZQ*1lI^=)%= z^R1FV55rlb+Z$EBxF^;(;8a>HZ`!^;;N6*Dr%;|sUc1ET)^brDUnR6>ypNj{12CIhMOhBbP41%E!T=(g?0I!(mG!z7y2e#D|H88hQM1#+0XMZe!y@ zEB`VsS?#&mS{z{G3*lg>9{RymATJxOm^C>0zW>&k%fu!WRw?G`)F_3y{HNAntEroa%g=de&N2`@=5x^ zQD&Z5!l1?!sAQ&6xB^G$EzSJ{ptB-Q2T*?QxH}XK((&Bf@1biEy){s*x~HW@p{S@h z>d+|ym+r_cyI>2o*FDv44w(29%^=bw4FeS>vUde4dKB3}1>@&Z4g- zTDALT7UXg%r9Pg)jJi43$dc|WpfiyN(%!G)Y-+FGCcZb}bAIXx#J$iuI(^X|#Ur;7r#~_aYm?G$yF9O!596`|409)~lB{o{Ql ztk;g$>gVJ*7y-6^gR%G?f(Y?s%V;;$`JD6347_PF6F}py`Z0vN#QkbK#DkcUC})xp zshEcETT@NVo*WwL+*+-)(cVwcT+wvC`CmW+9xax>Naxs6wzM#Tx*l^ z@tmz(KM`Eun$4!!`7-g+RI2zz5>kB*HXCy{g~Z~r7`56t;=G{?FRf@dzm>mV{&5@w z0{oxA%}fY_GexIZ`wl}^A^0ZEH_)2RPk*23cfIbiBPCwWvpqX_{|iusnzgaUuv_~Boei){4pMMF!LZ0S}%=C5jmu zL3CyRDrJ^SFS7SRv_g9<-wHXwinF?bce?KtV6S~s6^At&gGbgJYd<;_`hBLwMf4)HpMG~c_{Q3@@>*`ccECttg?u?nldjA|RUAD1>l36%rS6Zn^>y2P1@To}}0^kNyT`pYZJ3Su9RDpFE zoYIz;^r0sMt^4OikVtuqm|hBkFED} zfG{~>j>EKA|NHl`fOiy#L?g(h{je_DcJCZm(n!z3^n&j`V8Xa7cH61v3030RZ4`l% zTY!az&dWde4|#Mt{AxKQ8SKV<@*2zpmH?R&IJ>=t9Q5ChhQ-|FZ!~XYe>f2JE;8-` zBuT5sSDfI!Mnszx-g@&k#$D<;n36lEa>%`exn7@Z-o8g~V8+a!wjt|$F(onKlyxHS zJQ3~?$E#=M1P6ZqUb>0QA$p)xz4RX4poJ7S`tznr(I2F8d0iio@vu`w?cAv9r|vf9SXUKK#o zZqwC_+(SjsOB7M)9|;CyDtdU9T@HpC;JDk;05WlKJcW_L65d$3fCL22TKav*T7OjB zSvGu|z2`$5oi*g*yl*-0Vm`*k?4bf=O&9)YMLKG+aVvQ1>e2RNRIar*kJq*RP1`_d z{P*j(Q0@f-_Oi zWY@{DkFxb@U8#VyITgZ24R8hBD2{D7Sq_%_(5l?e;ykMU_1Dl#VQo5O>^X6s>lkkP zwx1mD`&>ZIKW0}3y8d(wp$+u1d zYUlURJ2)5&{E-_42L7Ws-Vl(LEn z>0Jf#Pplw*h}6CUI=ayD zZ+)*Kvhv|#Mp5LGAfS6K1o}y|gmiumf^S2?A>rW|RPRo@vqCxV!NGx27#1cb5jpw7 z@PgWZDWF#D{D9jYH={Eal<@GbBIMh%-wwbOBs`yWK+C@g&K5!7%`t$0X&kqNCKF+K z-=gPG%7COwSY~;UmE(iqUWuAxL-_q;RW2aEI$P-jaJkrOq`ySL+}u1PiG`Kb5GrYN zlf=mU8+;q4Zk>x$Po1`oGqTf#CY#{V)7?s~*F|37B)GE=)eq{`-@i*h`R!UI2Xraa z4@bnu~oFciX^+f;=q8O5qz4^r8al_J2{K_NxWz_xPT_=fefqhmf) zXzd0YTL@t4C?@5!%S85H1a<*QKZB!%mg|(?KeexjgF_iL9LGUq(CrkeL{s4g4Hi^b z$Asu07GnJ;ArFdq@W=n91)%Gk#@7#$KbhU3I-H6f*_GlmBeqM$@?K}5)G&b^hC&E! z4fODC;XNN>Vq_d0;e0qn$lIDUV{=vDzb){Xir&1zMQC;~7fy`rEGdiDsf+3;IToXx z+G;a|!v+djL5ev;r$!JB?QH0}JP#P)UA}x5R;7sc8+$O-m?NiV@b9^EEb1eq({<M0JJ7DTSPEp*~&d^FvYyerA1{q`+0M6R}n&0}DF_CZ<5}nS-VN4Mb8v z>;8WVi7MtvA6TAt0~-@qX`&>&kkk~X?OUNYuu(^xjKcF%_$XZ z#OD8}C@d6a17a=QR>SXsT?I$@M)0Ef-9N*2>(*qlKNZ6KeC6+t%=|yK+H0drB~2cM z2BO_C-Tfex18thasg8qc8?qCN;Nt^@=kWQS3}r?jb1b`$l8ZI4V90ttgfvDDocO+L z)VPpPM8p!%NwG3AGOF0CSjnvdjbU?j*d)p#S=IFuy!M9rfxtTBUY(!cWj<8+ zxev&(D`8@1`Q9K_odxr&AJ}%2<0w@ptnl?2?L#xgfE$^AEMaCOI z(z`iRvn;m{SSTwX%H}Y(ZqZZ)25MO_(*3~4wq(;P?>d4VDF>X@G~#%z>{q#r+pe$( z3JxEg9k1sAM=~Snm$g zLF?G{_zuV?T#%ymAIW z5;8r^4X6pKT3Ycu_OsF!Lxo2DkVMEv1k;CWJjyJnb&qlLSV>S`TIS}N7;2CND`ai; z%*VvQP$y=1WV>1fTivC6*n@1;BM<$d?mQo4w6%`kPzv=21qBsC_6O9(v$3c>yUc%m zlFS&Wgu?zD&{$U8p`lbZHcspNqDTue@@Dn7jw5x*{bP!?S24qdWrL@#-)5R4xQh_3&46Pu;h&^0dg;F)GLrRDbY7D z(5`zKF<{-DD&t1oEwj5eHd49UuPHm`0%}AWpgEq;+PWWl*i8IcC~Q5}BDVk*vUa90 zaB@o507KY|{AftHh5JFR*fbnN4e}5LtgTfLxI%r}M#^l;%t4|98Qx6gbomU_VsH~E zz7J@Ckjf0y)*=%gq@a$=VLL=kPfw!|CK3h)25ip_B?{2n89;;wP7c;H7@}hHz97)Q z84&&dl4j+50w)3w_n6%9U9N-FHHbBdWg zP4PhH0hba`*+QJRPL5XcwCoy55l;Y+x@uKX{j*lkMYK^F{E!OMgEad-{MJ*Bf(SPJquY2b@eqRoghYmz5`b<2 z?seWb5QC0?-w8&t&pZQKF9ATqLhEVFxQ$4sgAvIySimq)3gk^}P~Cz;L@FBm39vo_ zC_}6Y-~nOV9YUS&8n@jt(RLIOi-fJ&pNNTQERRLy8URT;@OUjQE>=1Q8eSZLs{v7| z(0t|!uR<^Al#6(HZ0ijIxu0dDBA_n-&tl`^A`(tOZ`+)YvmpX)Cvou?3X~jo!GjLc zkQ`2+H`T6{GXJo}Gkc55TNu)mpQ$+hMtSMG9(GZ{@vAgP(}ZmYnNy;k{!Rjz6fblbTDatMx#kD>F0K)-+wI`HZ8CRi(6{zn69-wKujP>=ovj_?i4 zyZ4m0rZl(0V&mhrmj79b6&v-JkUT4xY`Iv$;xYuA&)k(-$7+;zrK5nkc@kox0fPT1 z#Kw(?m{|4$-`|KdQg9wZS0uak^6&zPfix^Rc2_u<42Tw)bf$q-Y)NOaS&wOVDmG}C zkve-eK|1&T-MdR+ELCG`nfEpt4MgLG!tx5M2W0Cf01P11bSbdfcqjt%Q3w&n&(%_2 zF3JXgiU1JU!75vpWt%7{C?2KDC&(YT&08#FKWywtd7SErM#h91hxJB#RWrk+g)bCd!kww8+!UFtif2e_h zK|eT^JvYFyB@HQVmbc1p}eKSU@rD8o%ww5-|5zS;?y_ z1!yJAiPr{vuWa~Kd75twzuhO55_6Rm2!f8QGpkMUF)?PRn@!YUxpAV0)}NJEYmWRi zS26FO%@b)H+>cnoXm_|z2Qo4n2E8SwwDIq>4zctq?>lH~UTG&yQ?C%NlUqp$f25 zw&pb>jj!q4%5GrAA=73$p z`(cxbS}z2N*g(!p4NlPgY+wasWNaKcY|Tnf%Eq2SB8=Lda~CYUYqNVZ$FRb)VGe2{tqdk(%SOaba+<1u zNI2si*&cnTfhFuur!^rPc^kFYPIw>iF8;@IakIFheJi2xPzhXCnAxWyzCcm)1Kh>Hz)5N$ZZ z{V_A*4c@GWh?wZ>-vqQdt_h+*DftrsLWXm2XfAU_GUg^}z6 zB5ES|&?%6Ejhi@JfCo@CATE4hMbiTKS6G__Gz;J&`=&iE=&hxIU&)(mJS{zvgoI2k zzKQJ5L8pZWu;p;6l`M!P{{8XKU`!o8V+uzAfF+agDmzFcTRtF-#1=l?>ETb1M{L7W ywT1vo32R?O4&8Rteg8QDA%FjWYWd!Fej$&)Oqoz$u@MFT$wI2x>3{g0hH>34SB+ zcWxDYd*LB(;Gyjd_3*ZEvx2Bvc(^z?dpOuyGI&|Jx!XEB@p1BV@^UcPczC$Di*Ru{ z{;vx-o!zXt*u$0$z(a6c6b;=W5F(5Fe<(jB3v3|}7`Bp}w2n{4-n@5!_S$myk$T#` z_-2mOw7>JSMO1nDHcws7XMSX4(o``q{$YMi`<`WJSe!R(F=+B{dvxNTYYUnbSAX7L zzd`!UNKxTdtER192Q>|{+YUbVRa0_r_RWX?=D;HXUq@6y`<%g1;Hx$XHRt|&oF?Sq z{Rcd_!HnQb;w6fPoSa-|H!CCte0o8NA$5Nr{dWi}_;mTrLx?>1IN<&NfAjwr3wASa z0#RRg5mr=IW@2PSO^2`VFN0m_Q7Y$%4Z|Y(l#%g1JKK38f(@c4{rWXE0X4siHxJmK zRp+TX_ox4MCcV9R=44RHalzg}PB3HMzxQyrz5o2}>iYUfjx^ea=N!fT&GHq_Z{Ozr zx2cgwYx_pc(}&OR_q*f&zTfos<{?TzMip+9pbje$DPZdHR%;lJdvQ zPdiIP@~*C~-RX+R5~G@tMql^r%-zeO|Lm~Vz}1z9Fft62fSQ<^dV7D_Co?{t7!?(D zsyR>;+=PyW)zF|=^^x%xSe^7A(4Xs@-q#zav-hU^KbEcahA!yBLd0`>b>Ff_^S^1W z=1w_OOU{GeFTFv+Grbpjiw!F>B+b0%J&gm7x=PtAX_GNS{#$P_9q)y^)kJll!#1qx za*ME&Ux$Y-8-e}5S=rf{#Kam$RN#0q67H z9(yxia&j2fhqBEIaW0l3>DTAI5o`TiEglopgQ*wI|{8=g+lELQ9uAXslZMi_*d#*bhjhM_r?%iVVqX z?bSAihqtfi8aA^0FYfP4WKoTZj&{WqA6`~fks#+G$D{9VV=k6)7~P~70<#PvaeszCe6v}~iA zceTPPlJw0NsGQA|j7;;d<$%QrraOB`;^5=w78e(fyaDD6Jznjl74hhyVxZtK2+q!? ze{NLmp}^CWwJqFPu)5yuBr_7Z^msw3;45x~v0^A_}+s zR|r_y!}x~6ZATZ8*N@qH!`tgURTVP?;k3Y`jN4xvE>${Ae{!0yC!wbw3dO*~CLmb5 zK4`JNL*9BEEM$UB$OyWYG|l6?S~pBt?kSB{G6LJ{`T!#PjByIt-Xk0{kkC*fS)0AUUzXpqw+;eIXJOikpU503@UF78U-D7f#Y2^>ya4_7}&$E+`% z1KzAOhg$0BnXfOm6RpP%wB5`{SS1C*)r2nYmon2z8qtC~X=?9Opf04{1>PL%zb_Tz`{fPzMa@h@71{p4% zMGx^*-6;O?#Sm=qsQWR?AM}<#AC`Vx%Bue`6&K#&aK9T>hr7puSCE2N;5s+sGO8?khNqq_Ib?jfc1$RMuW@!2%h~!0|ty*oPSCLG5IeUk&V4 zJ3(p~{X)_OMl!D0N&dCg#}z9yT{hnd=)q47J-UsIr>GT&I0a z`U)zVD(N|ye(O$I$0ueG3ZQ$dM$Qrb2jic77%iuemU8p5MB<$tM3TE{?TTMO?CSPg zBb%z|4o_3&TvF%z(CxICcnS*d zS{8nWRtIV6d@9i=o#D+fC6;~};M|TLyr*KpcA7yS5<@#^#yg+4ZqG@JkPk5O^Q%8W zKFtnj42|nLTpy<@0A^m*4IlN>x822wpS7_7W<8ak8gz`Pw2NN%hWYAh%-ezE&sfy8iX}C&I&pR(qso5<5*|7Vz#xlsig8^ z1lJ&f(yJY3A3S_02i!ZAfSpd>flqb#=Aeye;(A&}|P>+~Mh{`pE#_&>@%u4{+_(&Iq+#vywfwr*A7b z0<-TL+}z!xV`3PeK8@^|8GA9%zqXo^R*Z(F!cFsH1U)D1w|(-Kg0&&ETn^DJaQ?cR z&zp13EjG0oL#1T(k#~wj5Dw1zocgcvwcIbCTbl!+Gbwk-NtI}AEz2{Lpt`NF>0Bjv zV|A3!|J5}^2+8Of11t${dF~<_aeTuuvSxI!5}&F=2U2+6T3e%Ol$naZ{7Bo|biS}7 zmah;;cONnIO?@LAXRH6#y1vPRA$?!Q(d~)ln>P6w!*2hHAum?C10SWs|JfZS;_BrzHhR1w9w=aKtuhjH~@6uzLEd}fsd~K?VJ}3A->9D zZQPcZb2BnA^OTxDj=yM8Xb$ zU-|9Eq5uMOoiMbn`}RXi4UFRt@-}}0N5#>=v*f~+myvPtTdeuEPKAljW7_e&+*fD& z5&ruxXmi>-me$iP7Nw$McsE`bsO_ajiHOa;=Wj;(RX~rQ*R;+$%We$1j4g_j9FeSa z$8CI#r2A$&n(wha77b8pBpJJ&u)M3p zjq9tH=<7bsTBzv8FQ00h&OoH_S$XT%MxUe8c zot`hmy+|*M6xlka(R^LXc8$DUZzO!==3NMKKDmdGyovq+egP+QJLL9+rb*qoCsewweAv$6_@coWtIyEVZR3_AG^Z*P&60d$|zS zss&PYDd~_xvg>ZifgCjNtr3jZmE7(qK{q@%nTFULcuoxjz%i?&AA?Y@`{B=rd4H$z zuWuCiC_9}Zxmx%)SQr_r;!tzO?6$U`7`WW*K~J94)`$tFr)E&8wDw-pXnTp@R;F$Y zLBksMdC^!v$Z_BE4QmS{!fNTJ<0E|;3&!ycjAQ0aoU~?wEp^k)@eIkQcLaPj{mJRf zBWhid^l4kBt?y4CiA|{#EN=O zCB0hp`Z^B-t_o9!TxJDFVHLTZ_c;v7{bTHQ^n4D)-C=XJGZddoYuou1oDqb0`};$ixbU>L&ur`70^X&Cz2iORBqZnB;2~RJERLERgZb;l z)f^#ukDuXk*0#>wZ8B+V`-;7I;j-Xc?q6do5_IEA8uKa9L|@Na^xC1~6?RG+mviIN z!ZCoqU~gn-gwkF!1&bbd4CM|z{cg$K^Pb9OvGvz=Y%H81uF77OV0~0Qz0iT0|Hl3NcpT<0VkvjYyGebr+@fZdO4uc* zA(jyq21fS`WM3g@=J^kB@Z6n!kt$NbscD!4#@-PTk>~TC$*HU}PD0w#r<)d-f#~S9 z1;tg;icy!D00A2sLNyefN*k1!8DWz~&P`p8HS>QOeNO<#;_mIb`tW|p$30B>X9ty| zt)$I5dK?5o-kdrC$fgTMkjkth=e^UTv(ou_cGj-yfnPuDXde)Z>4>y{TOReaufKmK zQC-5KGm7LsY3)sXDtZnFxjl$@LWls_NWw?hgoOF}Wu|~>$RBYZ$d=4*4!nK#A>7{Yl1w|Hd1^`wbMtyDyGbd;t$}`ESxJIxcSGTP)|d+#4DM zJ?y5B;UaY+56ZY6726&WK*d-XSB`$yEDUL2T zvfTmJb3bT0&+?#(yB6gv*r~CD1e6jCd^j4zhS~F!V*=wAYACS?G(hs;cKg+=mZ& zU~7um%_QB|`o5@SiKX6?PJ-sG5L!YkqZ%g+1{RigH4A>RlcxS3@>SE_)VoB|w4U4j zoxy#2a8EELD9{z28uTYUHv}}4xz^ny@42>adYFo)CJ7oQ{vrr!%sf1QeQ!QK5~bv^ zM6a+OVi6O|u;_Tl+`+5e0`Seu+^B;3%L= zxlg>4i@iXyq`Z}v-=43^?ZG;bipImU&zTyPJ|(NFn$ci-{iNyNgb}cdPXV3b`AJqJ z4 zS2YRvn^tfpw~pP9Jguw_uXfgvAB58We#=_#qFBmH9>^Vsr%B&lRe4{f%{<{8JVg_` z^)RUF8=$yo!^+Y{YB6p!cyXDlj(Jp9Y*VN zS8S%mK6tysTx|m2HqnOjlqrJlZoSh4?7iA2U)Q=kRu}*GaI`>uW53}5I`%`e@p`{O zzym7Lb1X$9ei}di>rMB{e*fTLH6S*N3$+VG=)oRmVi?4dKmX0q|GWA2%&328XsEBJ z$A#_$oH)aTgakcJ&A&>?Oi!P7qZVgmWVCoQS{f!GDe*#FxepU9C8E56@40WV;rdWwos0&c5{ z_Ls+N6MsI?lmIMe$fWSG5=;Q(FeNOiX$Bw(ssR7hD|u~&fq|i0Uw!vQ^7_%vm7^iu zESAe?zAE5^M{|`(-w{6Q1C|LfsCJ-YW@bJ;Kp=b_iu6hpm6R<0ev=PQZTua0efA|S z91EXP%E^fnBwpf6_8`|xNKZGiP5kMUS)u~axBZg2ODPR@0F+A9UBzQ8dPS=wUApsBSxrD2yRUwz%Z zlU3wC@&{g>lJ4*P{f?Dn#bZ543%NSoavzw3DQqt^iAvracDSB50e{~uCg?OL3^vN! z4kL;5xCi2cyxb5y@ZKB_$rAS;DYuZ7xINXDu`5TL4#y#V)^rIr(RMgT`a@F|7a+I> z9Pg0OOyeUH6qLiI$l;2o4hTZPi{XTApFC&Ox)rN!UMt_+w0T`=)3y#z2j}uzZEec# z?(VDZw@~OO9SIITHn!-2fq^$?`n#eDfE@>^7Q5r|d0t){g;~mV&D=L?{*X>NKGrAv z50f|rv{An#)dP;1aiN(SBCx$P%7Hjo4~g5__z2{$t23JVL1 zO`Fn+i#axU_^bz?fCL9%`P#;t=IscI0bX;*+4gDch6a8uBY+cL>Y%A)IpkxHc>H6` zS^>eL^LO!^dP}9f9n`EQvzZ*PU7lEgIe!K<2C2*thHX> z#fGGSb(RjaqU~fTy$*$fBiO!_CrpM~z|FfCP;p@ssHLbS%opbd{%wnGF3!mb2L8bI`6B6I4~zMcLj^ST zkb=@?B3Sn#k+e{sNaC^+pZIk-T$sj3)zcJ zrjvzK0lfVdvqZVrsGCP%P7eqpw_1r@#&wBlb^tox*q$U}QR6=cIqQPI`eO~bRUI}+ zjIv5Prcq6rG`(!3-C?8-9MC>o50WtMt|-JVat!rAX-e%QYEEq@9#_h22%0KimZI*I z1C*@|WHD9!agt8;WV?ui{ZG+RKA0F%g|6)S?Tx;R8(1ChY{ApwhBZd%51X$C{C9TB z;62CVMe`=SBndO>C>nNifRJ$VKNn2Auq#j3NnSMfStTJw|Nh;g19Nkh0x-;DTwsWx zkoW4tOaq0)?bsZ>$e3}i{LjRB!n+GBP(3O!l2s!#cEu1ognS0)+XEzri2&mNNH%-d zE@Lx+KPW*{xn4Jho=za*8CvIVG0ZT^br}70@ssjmD~flrnq2OgCgd})#kaagVwBYU+)M)U#%)fK{aiw-?T#}kR@m%U7)f91 z?#H@cp!|C*>hff%2EoA4YV0HMFSZsSeHL^=x&WW%)>y80yAJm*xf4`n@?Pqw+`64j z5C8mPn?&jwDdMTp(i%x8GRIY}&t*{Y2Ur-1Dgx zG&@D2kn9#!@^0?G>xk~J1N`;6+0GP+-&uGRws*2(=c#nlF7N1*x$3>8OH|lZ?|+wy zgG==;FAvXV*O7oRvVFmSA#0a-wg(>xx6ZJ@3>P~~(IX%sL3~%P&?yo^@ITt!nTT*7 z8t!fdFgF3Ei31YF0`sQ&JB8(_)mL3*v7Ub#->NmzpC>lSz7Mi$iKh?oH2sBzG z!Xq1MR2X4-vRIVD!(&KsWUU>Fe5W_Cnkt_~l+p7tB~o{3RYmUGB00N;NP0nl81dNk zYAc?Ax(*O0=$>64Ko7B6e`rEi%P?V41)CEDSLZ_P5n@N-4WM|wObv!@BY{QI@$V`7)S=;r_?U2&&_XlXgtVoNJRio`4r!U~%OegOE}zs zww8^fW8qNE*xVn{iMt8#S*Nm@8a^GGZ=S#T!16@u|{6+tE=WLT4 zj4NI~*65sMh4dkgH@}x#6Y<-a=LagOy^ALXG)b-6i>X9*T?qe@km)x zTKXgDLIbY{C@PLt;GewJ#ZXM@Q!a^M7j380^S?0wcYzpUHx26{?Y#T z+0sV=Cm&LO+ur)sZaW;9+#9f3co$3x&)5oExPvt&U2%*AXqm|#&}ah>JWd|`L)&l%Y)6>JJXi@{;5vjsUsZy#s&~f0$u?; zP<+74j}od|#wE>hb6=9YbM>};U&*hX#A%{3mCoCx(lu6+PL*&s@0~9Qa2Pg$c-2Pp zBC5~12{wLs1RngvVHT>VKtghmt6Y;&$);^S&8w}=?U0gs#>_hc2&KXxFVQ*wvbwuJ zG%kz5{(T9FXwFR-)|nWf2DncFcrq@Nz-th%I+D%Wt0vQKb*Z8}FV|QUuddS*+G`eY zMZH+jV|>^#q+YOLV7Q#muOmGtQ`1^vM(lFQQa zTPoCckX9QFkq;n|_0_p*rk&lh#Kgy}Keo&4D^j6r8`(lAK7a5jMfJcY8rgQ~y6K)Uovc|d+cCp}e8Oi2nd=N?yx9NE`Yk14tT*tMR)?$V` zV4DX{pa1%mPb={EU%OLex)U#&`F>qDJ~0lVAnBWe+#d~*Q9>Xpw0zDA^5F-f38>6; zI6APrPBP>_t_ney*VK(y+e@zxx6KU?XPsG218;t%7T3vSisVmwFG_9BjNbrKMOR%F zVTOYpJnJk}6eV^X#b)HfEp}6$YNi2(FA8kXtbT*eoyTU9P)&0FQ~(#>1Gp4BQ;qmk zIp1A_QGUPcJ>BfXxh3xJvDrb?f{r3LK62rg*COY}d`((1sGXe|KDfzg4{06p<9qwV ztg|C}6X9>p=e`rOEGB@&hGMO|rUl@=ox z0P;0koOo-QTt&zL(w0Kf;O;P+uMr^TQ-uB8Q7e~Asyi704&4y z((a;kMSG7jS1K}yjA;vtNHB!!aa(Z@3AtVark=b)x)uG&3A~SWNYdF3)w#a+GZ|s> zxm-=R{{R9Z7S~cL#pv{%y7k%NnKQ9j07|l{9jBLeehT3xJbkhh?{gIU>RM|4(5{2e zo`80&H!nv&{&wxH*JvEEiYmgfCY7W~Nh#mi%#lc@!8?7XWk`Zg00t^A&8>pz(>FJS zi1s6A_K#Jwa1K<}^t267Zm=k~9Nmbm4XrV2QGbVOPUdq$^P_fZ?80#xb<&JT2;ngC zKs@yehFs%crnr<4V%4;iD)&3P%Z}$p1386Md;>$CJ86qT=D}MEG!z>zsCLr_z zeZ};~j~oQ~ilo9Y^Ofpc-&DLeY4Bp9eHW1`^}~uKkHzQY-}PIdsR|Kl3CRka@IZ}= ziZSx^iN#{bI3k_}|blRYj+aTgp+kc3 z4nXu~i+b{Yk81E15(v&R4KvlUY&X->8^P*qEm8YF|oDvHj z^0wpKF08x5Z8t&V0US^Jjmi)O_e!(Ie+2w)xv3|`zU~$HdZ4&m_9?1twqbHCd}E_S zfxb;wKed~W4=(o?M5dsR(L7=DrHvz}-m%d~SuR>SZ?E`}hKkqh%*^>L<++_=>hjMm z}6J z{QM<#t!z-ZBcQ)@FLO-ZIL}h86>#%2Q+L$}pkRI%ys7Skq`6Wu1i`rv5Vt^EeL;-YSmN)9OYh%GeM*)mF8JMh&?o3J1= zvJp!OEeh=HMYQ;_v8orM9zA3E)lQCfg#CRgn-U&iGarc#?49kg(B|i*Hm55mrvRrIs)pkIlnebupWorjV0y7{F)SGsVjt!c%@zX$w%Mcbknoc(u?R^zF=ZfEm=&p zPLrCdtB^Qv%oH+hQU7vpL$fqC{p5TX9Zr$XEdo`+rY^4;$2plg`2YRsN|mMq0s@EP z^V5?Pk0j6KoRnlNP(yOu(y9(UW=lL?pQn37EYn!)}VLF=@FY6xfd*1<1DA zl8%%9Hl6rVSxJc-*1UC2LHgb4LDdI16sfLudN-0AojRYB)2gylVMD@UjNNi$iE5$t z@$$jVUd{T&l)>g`x5M+-DKJFsuZ_5EazuXIbJw5P!GTvPA4eJ8ETyHPuO1wU1qDH0 zG{+N@?o$hf_j4A}VsF4jX|c}_BFmb2XA_o}2aF>=(4=cjRTkDcj&yop4NH+0!pG2! zF&1rqZdhSHFT#iWLi~2<>F;+P$_u*a zo%yOur=xHR2LfSNN$2{YJCmO%44#nHcTRPFjKFk6%EQu`(n=bce?3d>rPKU^ymxEaiJd|I0% zT(JYOz$5ZWEm9XUA7wH(+d@OLlU5YIsxE=a6e3{~lFMt3{(xpZ^o|VL6rK(T_l>j{ zxa{GP=_K9y#uj$iva<7f4%v&(Cl7x9cg%dz;OW*Zav$FF+ou9ow8a6GL7`TuzS!<= zi;?sLiYwC<7KrAK?(lG+YlG$<=Ow45$rPF{xZRfGmZePF01d>HgCNj;tOOJTDnEfq z;Q z`FdZJv++=7WMo89MFo8kRAl}mkB73v(J?WRYdik3WXJicP)qHGc@_5@He5NmxiU-K zG-l<+elCj{e!gJz0mx?(Ci7hbzMlqanL@@bMSb7xAqqgW0cN;`Xo2N*CqFlOsidTo z*KJf~C;#ddE})xH%>ln!>5N#QLP9YA7rE*Q#~DKU*MMXo4mauyf z+u13{%gdY5O-qG*cF+H1ef!1;=tXwNto@#G$+5o%Ag{;4bi=PdMj5QiTu>b?IK5Vb%v6afT<$xZu!F$Hw4o724@dfI+69N^TA zZ1`=((8L%QAQw{SoiL;4Jd+JGSEsF2DY8Ijv-8|$^v@}?aaG@YLGnvJIx5KhvgqlN zo78)>Awca523sG@><5CfsFoJV=;-K&6cmYpt51}rpimaDdXOi~%#Zk<)h=(uy!j|- z(T)x_He+@$Q?%%A)z}8q_Cstt-mQnpCdS7^jRhf*EZ7S{4XNrt6{#we_2~g%eKtqB zij9B!{4yL-TlEp+g`Dk7#sNieg=H7+1}G;80XBTQksj1C?nTOXP#{Fuo%$69*ggng z8x5QM1Pl!g2j4&kGnC%GeF8|w7yCPy7#Ji}RED-EZ^_^-g@rCU_H|KFV{T;9hxzFP zZdpKi2x^C1XJ&y`60=zN+-NuVrGVFkj$&?XwNX*nGgbEbTfcz*WqElyBM$LDG$)V^ z1Cq9GuX+~9hVwuv6O!S-Usq{6`p&+z?p;B4P#W0c{g%5RpbS!qC(?-kiX(4C>a}&2 z?fQL{dx(_SJakcDvK3UbThG_ip`Y&PVf>)d0bOW&EXyD`G0&Vd)5>HIQUBvUB;FlC zVcK&~%5N29t7&OH$c7>7+*{_IHg?Kd{y5bnrls|PDi*wI(zO43oW%AYt%ku+3@FvN zAFL-Ic%F35GXrP&6XZ*)Z!0q9KC>MjbweN6Hatq=jL`f(u$WL(CRh~rLl1=VQ?cOv z_1+Wgc~`8P4axP6rFn1o7%E@{#Bp)Whv@hs1}bgy5#D}ROSd3#hl2=qkMGR`J63)*Ff@m~9DNME$>d*t5KUlo+^hff)oZ*Oklka#G3VD;{N9xEH> zg!vwy&S5=tzKI5T>ufViJ}8W~5HzbI{CuICNdZN9TnD{%p=tb-opCu9;C*s>=Vz#Z zIZ^Hlye^s6E9S<-xVhn*^L;w!SF|NcN4m2AN!e5LK8#qB9V2h!O&%*JM3aw@ylZ3?Sx!o7vWiaVNoT=`B^GqBVh`vF= zxG>P$0F`JH@f@gH3dI8`WT0mWhm?Wm?|atf1Br?|K-MolI5Nf!mdO8hd0siH^97vZ zZVGZ}KGx1yZ?X7I2NAbd@s?~#64VZLwnpd{D>eog@}=lQNT8xp^raw{%Y@ej<0=-yJCq#p4pKX}RNMz-qR#}vv64h@%bKo2r9 zX0<~3*cCkY@zuqx@`-5#2k@U<-g@(SsvImp36^6nG4i~$A*YYQDHHckL((pYv?PLq z_CAJTsw9023%Gk1AUu)0{A~plNv#+Xj7tVAXXUXq7+$#5Bf{W_CH{WYD&&qJyyWNUdvesxX1U|h!<^3 z_y+jcF1IgyMKPr4U01j1vm`mK%T$uiG+3;io*HVo+BXBM=SnmVo`o zz^r&;J_6MyKW>j7RK6VJ$|%EFyYqOlF&Qt{MM=s zXo!oj-)(KN&_bay(jlo(Xg@i?K=alsnPBl+YY?Fw7C*<0Dm8TLK}*v+IOf-{P*JV^ zr2N9#+KWT4&EX}-ZbEJQTKnX}+W74P$R^seG?=z_)m0?8JUcr(HTG=t(&l;p0Mpd3 zl_m2ZPRatZD8v0^6zN@!D1&0!MX)HKG_tBleSuM>76>0T(BJ}M5RkyRy8dTRa`+fh zT;8YK^gv$Dh#PFGa(_cq&k-xc?^l&QocOv`iWCw@7r_iZZdO7Wj@2DQdTv=lUr+vb z3o5u}55&3vk3w0XvU@=Yp7!Mn21wqo|M$lOfzoDP^X&vas_nv@12XMM6LgsLu|fO_ znbKkZ%_54ncMYW+)L=kKWn*Zz#(4wC6E-60gIqi{8}&3vbZ$ic=Q{Wrip$|*TO(+> zfB^O8Xoa=i--A^H@AI&@{NCNx_0Yye4W52Dui_6P< zFatEL``{&+%a$pE@VSFoeRvC46*rD#tX3#IjmL3@-)n!a_Z$Hms@urIlLE0fA+5Ny z4|y&*)ijHLGyLC*xruQS1rteJFaUAjQ&58XW<8XZo1c#gC^Gkr!BWnT`hZ6PLd^5B z=9yxoMMWJTl^Geeu4@ClYVUg)Bm%GEv$E8>KR(KgI|mU~nX|5QyzA)MkhnEVaH;;# z@=v@PV!DS|at#dz_c!*}azOHPbGdDX89?(<=d^XUs+N{k-mSRbsf(^=<4Be`K!fW@ zCLz^=Is_x*E3WW%a$?$ph4yG*I3>%!Sr);BvO!_9bIM z|7Dy}^Z>7ORb#}i+j0fV()p}nPa4ssE!2=0EFnoN)UZ??6I3_XiprXo!35rR#gJuq z&Dajkw1HB3ZM`te=zkGJwVsgvYRBQrOTv0^t)_k`1$c zY+z0_V@W$TqIFhmwLo0W3$O|~m+1h2829ze3Ml*=;4>=iCqFtjU;cU2b!a#~NKZYAv<8rlHuBTpF_Ly@=F z4GqGuLcxGAgDPARPgF@GHp7ETrU@7t|IO2kGYR2W7MGdjN6hXn227h*Vq=dWXXZ7Z z^+9*Xyj{n?*?D6L+zUlez4kwIz{SNC-m4r1eN2B97qvZx#Pj_Td_pZRi|;Tw?ywym z(P5?2PoaICjg23pC%?lZbPT)Hm)bcRzH-8T@8W#~dKNngj3>}DGBe@j79BQ-X7P?l zqNhLyd|$$Efx$TIHyK~oIKhFg$yk@RjN6+t;QUeNOWMT=2_h78djWDrYJG`vB!e*Q zMdvw&0#9)uY7ia1uhG1Q9oQvTp=6BKdpRh8?XKgx`oH}C*@23&7-*0)sI(zbPU83q zN``aZh``ckAG<3!C?yx>VAca@=+lIY*pB!m`@%>`Y&LE#mAuY(0upccCTh)5V{#!)WTlFcZA?i|PlN?FyaT&(Fs zxtfEOxgyR8CM%YEy)HB{3$=5OB=2tMUz5MR!B%z(zR3)xucSrGWC;;(C6lKBGhqLR z;$cBx4#4d5*Od?zN_-$wlMcfiyk%o!11)*ox?M*$d3pH<^sU!#oVw$9`wtudhH5*ohvrr*l;I^8^BVfButBGqH=>qbU#F9oh}#}C zqR|MoGmE!;f77nQu{+fuMi5k>5k~Qv{we_V(bEv|hi7-Fd?FoZ>gr8WNf>z;E;baj z1~}6#vRhxZVRZNFjg$NlHRuE`ghNDxl~Y;y8R+bQ!s`))kWOr~@0(9?D5}rq!$|&z;xP8(uhRIjMmREa=H` zK?HIy{ig6a9^nz*)x0pNeb7#gynR|l8(%}9CyqT^pi>eY)V9bfcH{2yAlDcN?))wa zTA-(Ve;Comu*#EE(f4ePZ!tw&Ak+e={?kETO*5Z0?i~7NBx0IY&~#yL{h{BQ%5UFH zor)M(5fc-haUT*1o!>I`J2R>5eT7j@$qtmjYU}>t1>ekVMuqQ#D} zK`Fc8I~~KAWco;a{zVOyk+`~3g|v$pfAhoug~2C#x(-ai2HSSe1~20et+WVhiY9{j5RatminBDMZKhA$%k_X4~l(%q6Jm+_GwABEnLKG z!+!mi;fq@7(a^UQ?L`s&s73lD_Dp6%W=epJ7aH|(Yfr>$%FMlWio^!~lBIOCA| za!i-L&unv^lO|v2u0eFN9m&Ok&<7l%lryt z98W}5_3ryc8q|LO`xI#g_}^@;E+m*c^l`HV3)(M`LA0ah7X@%pTZ?yf+^~| z8qUrFy^AfPx#?sBq@;kKZV8B^6Tbj$4<@>_alhS|11=sL4{sT%*&j2JBQLxI`_MVm zm*{c7_QnrmiHMDq1vOFS3q_bYg}l$sDW00o16z6Yic^^w1d%US zH;=@(DnM&ur5Rzv23`4VjBnrtB_w9YOj#q-Y5(~cV$E98n4NN>RmC*WoY~=;c%)en z-j$BvHc}M-A%snBisI>Kf1j8o*e(Bt7_OC#p`~=oF5Pu5UHm9kZv}u{0bnX-_ z5=`+QXWDXdxk;|m4Do-zE1ayvN&a@2{{80V75T%5!yvQ0IzJc!y)=t4%Q~@X`*N@K zFq{0^stNq3&Mf)bQQg@b1QHfG&vmZt$Eou$po@w~HN|T>Uh6dOP2q1|!j;m#@Wn40 z8~oZuKsMv{i66T&0)?B8FA=n=l2B6i{LuWKv4iRil$Ob6L8(B)m&9eJ1}atTG1|}V zt_V*5DjW{M+G&L5+EuMvq+MO`P&sc1jB%;Y!jGAi3xB@t`c0q|_=6 z6)9XSV6y^>`XM$*y$|Ci5Tf#0c7l8&L#eBO#zFAD-_YebIv!$&0!Q& zJiQ7x%cnOEgt+yAYKpPSKmU1(y)=CMnKt~!B>wDC?j7X%BVicZ@FK5`KRtSPU0E^k z4n^P%w#@Oj*XI?!Cr}8G625eBC@zZCcy4!0aN5VtZTGoL{rr5RctSFP-jnd_25iTW z31Zuv0dN0A9t?}mPwFZTY7Vee zln)dV0K}Ytw?hN6N4b|TKY`RAMAVHrGvLm85|}`5G-$-m=;v&B4+LeehJc!q5R;Hr z(Z+@q2M6apy<`^Hd;RP_*AGq1i3()__`$LS2aknWrs2%T+{mxPwv4B@sG*4ipWNL! zgU5+vZND}s0~oXH1-PJ{$+DqbrNnz7qH;3l+HS=V6d>thlLqo&@EYF0E027&%)Yrg zcO_-zl@Vp4vUH>WM-I`XKxg{r^)Jz5R%{1Z#qIw2*3n~>}_W{JBqK?jIcYB~q z{FgPBz`yz3Z`vVV41&oKl8a*grLErDeDE^9!W0d}@Xi7s2MBOK%*S`rS_*dvP^WKHgJgm_P`nW3>%YbKWjVKRprx(iCrjO<7Tr30ZTGN@=x_=` z2}T6~^X5zyJLyxkTtFu`9=78FCQ#GZSjEfBD{qC5j}M3*Q5o3Swo)|P$Rzb?-NmG( zr3Vwb$BJCsjD_dx^Wm1R-?rB^M1H9l6O;6C7-8 zbKsT-1MfS)LGp5+^2CD!usvP`6mV{IeD3QifRzJc+YkNyoKEHy(j$i4ixi4<*hy%D z&FF|q9)VE2cdgqB7S}pGrf7K>b}Zya{8nA%)+oh+4}z#6cgYaR(|6->Z6Rb=>Ezk# z3EzXCs-yspE?XT?!l2!1_1@?T3$m8MLTzNY58k&p1OOHMJvH9bqv+JICkP?uG{#N| zVFGCm*})tj(Zb1BVUsEM*r5DIut9er>A{tgL#G*TK5=dFu!<%9s+ta-r3<-?=TD;iVjm0db1^XdHyq#sONA~kM2VTrs zsBbo1O8mD`jIugBYJzy2x;;H*9ZI5ZX}BJ%VHi?)$;pm*bwY$7 zde37PgxWrDG%+Gu?oIM`FrxTH`2j@*{%Qj1H->uBPS41cK^GUMw}YILXFbtNw+z*> zIHCVIL#Ijw_*6fCAMg-mQ{-zKtjl}!%Sy^3Kegr5CZXiy}y`Ibsi;-ZhrQx1bU3@h_G8AhN|0=)?0;Tqrf^2$^Q3 zbd>oXsd|1mt>z%rxK%^;#{za=y69BnGKt74^5aEa0DCWAoc^4i*gh)?$7o=i8*Ovk z_eR^3AKmQpTzpklRto518$%K6wJmSM%3l)C(*gMBLN<@mPLm!zRdjp47TnG;>X9xm z>2Mt+;OG=$A#QDE7_k zP)@pE6SM1D^#}V5Uc_3ByuYe%>{&{QOB{}8gkkW?>X0ZyUq+%XRKouw`N9BtTW1Bs zkqX~%NxcD~I~{Y~I$ytJ?p4;c53SXDzxN<@kD+}%VzoF#&s%16=jXpXk6S%R@q?z2 zfT%TYi*iQFByy=<>Hn>^uZ*g)>)HhjL3c&GPwkbd>D*%HQnZVJuE{pTjAVN-o^PIyM=ny3bynn3%k6 z5D^pmv+KoqE%Z4XA}fvRR0;DFXYQ-XI}ysg!x4m4ohHqE6aVxBw&J_tQ96C(%8B!Bp`yLLq_VEQgBuU1#~28{svg`)J(ZRw>a&wqf~#mhe6?xZzz}UV z`o5M5Ju#O6{)5?poeC>uQJ7@osbC@Vjc+3nb$9vmRGI=AknL}EA< zbAEjOBu2+=3hjE7-N5%ru3z#rOQcU4uU|k~TEw-?Jfg$TBq~Qc)`IQ(;uRwEvzc%I z^nIw9{H8VJpls`xn3FW>m~>sYh7vDB+V)D_L#=TgHS%-B9fTSdFLA|5C6uI3dudi~ zGiJVBuqj{LzbAj;O|O6MX}LFz7aiBviP>v@GTJY>_I9Rg6&PzW;|ad+c$<=W(EreL z*W2LvR=-wh;Oy<=mZ6NR9uY$h{jqDVP6adF&+(ZxhNN0;*;b-#k3P$ZT+(7VOVAp3 z)7qDD7Z;-)m*n1VChlofAh@&4B_uCyN3fDO@W&d^Hvll@q99J`> zl6qh&!(3?E{!-LY`J>BlKi73KR{oyvWM+n?uX;3TPXN2V{@q$Ci7u;iL&8|ir4d znC&k8@jWQqKuyOm2V7bf^j`k;Js%fE*xE6YL&U`=e(X(Sdq-)}lJkEbX ze8Dm#fBH@DM)HeF?Tp6WWV%ruhHW*em2zXNVAesYRx9P!{r9rYzTfznsdxQj(4Toq z>FG;D+zxD=Xm2`x%5xhqsvg=T(YHN_?bFP_FD+TE60zT=@YxY?iKk-a$0T8e=`=`( z*gD=GO)z5_4%ocw&g-;zUM6}kP^4V+5!!uNR}a?(=)#j(Z-KWIs@Qel%AwCpD*<=68E%NBlT{f$GUoMfR>2i-cV` z(GNsu1LL=fV>TAo$)19+H^p8#LSAbH2t@`TF<7{(Wk zR9(I_n$-6OY){p)cGJrLNcpmw_>|#X)*Vv)`Ot42-<^)Hi=9cB#0JzpQZo_D#TG~U z7(@{^)}N!eponE96p;H~rcc2aLCL3HjQ9A&qj;%Qt-ye}2ggS8W%W*tIViH@S57~7 zfAM}^j%`@K^;81FQx|$)>_Eu zZi*Bavowmo+4|c5@j}ES$5Y?kRw>QuUZRz(CqG-CKmU+nWiiq}xS2U%@I;$c6RTz8 zfi6{YW$@R=P2o`v&hyh6@DzO%uJ$clFgqK1&5A^7@!nw_ z^SS07!6F*QwmXK`jEffpik{)q4LgJ%52`VU5s(UW<8X`~wDC@EmdW3W&-bC;(0bV6 zRclygFiU!tuhwy)@^{ixsl1f9*D=zMl`x_E?tp z&blb`yj=cCI(g5zJ!R~cdUV-HNTN|oz7o&#x%h^cIaijyQRT%9m%S%F472Vy^H3Xa zkgeYG0nTxsp8V*K9504`NJ*Ppo@tP;BTVimN2}=^BTr1Vy$}z7=N0UOS+o8$Zsmos zWPxY=LLYf(67DJ4otu0)d2;YXbd8so7t2ml=UmGa?WLY7J=ds6-Nvzh#W`t9`6eBU ziW+{y+g8~YY1tEu_`hbcMU;Th-+jNM?#&Q4#w++#>G6e;vCXlwL7b~^^vB7MpTrK1 z-K@AB*Xey6bSoqMwoi+v0=>VL;_JiL3tA;?=>j4Njd(AT^SQpCVNy(PW;%K zCKo=h4ubkn>bnz~k0&oiUfNhrvvs$f^=KaydHp57;Vbu&TtB98FWuhkE017R_ri6* z8y7B}mzA&8?;I$$Kr;_l4*NZlyVa8&-#nrA+G>MW+LH3WKG*S6>@Dd#bG0j6N=bFe zLjIVSfyLB$1U>}N3MzD% z42Jw}aKx0EcgZLNW!voKHk?5pp=afs@o((!g#9V0=>>F(_-k#_G}qVT(x>GvFi?As zrj0$$6Y$|u);CwMvFGGUIKJ@pMbM8$ivYKi|9+eAKg73>>pt~8j?RB^mUhS5NsNJ< zx-KRdW%8iy-lo-PX!HkaCW33Z>R5x1_pvP8hW#fmG+Y?EZF%Bh-NU}U1E!*|e-AXC zwJm?p!GIWTvlmIG=2Od6;bXr-TuA7kb=Xsy+w@ka>wqA<{$s$I_usnHhU$My#@6)4 z>y}keCkZ8{cY2jK>nWxbcWr6o=PGQTz7SUPNJHyqexWJ*V43eJ;Y+#Z15Dd9tM)59 z1-R}T--)SsYkUK>^_3J%&XV6FKgl54p-d8+Z+TYT$DZ#q{^v~kyhvH@V4dw@rWIfT zAux!TC%MifrzjlVT%SO!nd^v8?8>6>hj1Do%!htlZu=)-Ex^=*r zpesMce{z_*Xpoj4mk8IG9yEV&k=k9$CmVZ2O0M4huW_zhr-nRIGtD-dM7?cCb0@tO zrpo7W#c;PYoowmi{7jz^F4WCYM*Ds1@jIe-f(y5_bqrUE%i?h>F@x4Fm&S7CKS~9v z_iWMf&gn~gD%{s3$|z7PFd4YO&p4s`Kx?*3uFQ0oZ_Q96lt3j7%)u=yL^C^QVJ5x~< z@bbBF_|F<(k2(&@_th`0YPE-tDQZNN{rGLt`jis(z{s0oCxt)KQRTXKv+69azhxo6 za9%RkCs(c`Yv)f{=N)70xw+>_4eGSjQ&VbGz?H}JNJ<3r@xJs7R|=yNCTgrE7vit? z&>?Z#@2IfHpB&rm!LJksSl{~^Eqik4_1X@$W#w55+RWy}0Rem=e&B}l!kA%O&?~CQ zTV;>Ltkv4RI($vEO_m)|AkZ z4klE@EenolMivL%sEAs#8qP_fR}!8Z#H+!JZQ}n5voqXWl4|@&POG`-`kkAv z0P|i$=bY>4KEF1uQ%+YPClt= z-u{G*3ueVkeTCCyZp8%ohjCPSxQ_QXS(;<+?u7kuRZ>T&-$N1$-E_X?3&Y*q->)rC zjgZq`P?VQAbMNRL!vOn|<+|beXwN>wN|Kj&=<&hbf z+;aYu*o%F0`pqMj6jEj5xZj-B^z`9EU9eT0uPt7fVU+$b_NHo4Pq2Y1NRht9N>Sf< zr*2FsR{UK$%Dr_=<^tCz_4t<9OukH%PREbTrwaY5ru*=RB~OCI;A-*&Ml{T_V0ulilA)ld{1t z+H?weD;{^8tll(*H;~b@ALnj4y?d(bdKyvIv~~|u@hOt8G>^pd#kRgKJ{G9VE|^2v z6bKU9>m+Zhs1|4Azqo)T#qqn-J2Z^%$kUOd{nK5WPSsy%O@ zwJf%DuJFB;4D2xTsIHLt3G-J6ug|Oze+%15_?IW$%|`-AamOUqISC8)4CbJ0Xfes% za%$+cIm1YN|9YCfUg!*ill-ED$%E_nwyzNU!MC|t1tgxu2hue=`-UY$n!7n~H@~49 z#$+}uHQhDYhpOJd?#Sh}zQuM&?SuPGZ1nWOb8pz--M4>S4K}9ffeC__>SpSH(;)QO z`G}WSGg1a@n_^=-=7V}3y)6@V@%$8{}i$TR;G50LOk zRPv=KC`q{;V|Y`{}qR!=td5WI3>fYrSvp)8A}uEdqC@*c6zqJ}RG zX*?%CqmCy$%?`L<7tkhjkPRG6*n6?kN4_r7w2G-Q76T)j@@IsABYjGS-jVk5MNNy0 zUlv}Z7wPO!%4J}MZ9I_$`x7h1AsN(zpDrd!o9QuIxLdRwesNC8^}S6aE0ALEWE|Vf zn|fb~!XeN>v&5BtX(#(x&yjLVR!q)$%8N1zPtFE^q3woAAYr1tdqS%zz|AL49LxH-E=4o>wTRL}XA8;2gsM52FH9}~@ zxwmv8AurWJ5fX<(?M})GDhcTaC&^!uqeiYAUwO4$cardAoc3{pwv2x7`Q!5#=;l8> zJkW#yfow_#eg|53K+qmh1iJcriL9|A^R@&ur z=U@3?W85+v5_*dsyW948u#XoF;@px&KUClHy4>q%_X(WILEH6p8nP6<=xnq!zE)3`*_XbB`d%`3m(Q(TlDn8|j^8i|12 zFG(N?VbGOS1&*#U+8OOQ$M0W1efiDg@ZRAkXFGGr&8XK+gkT7>Fa_`1-rr(n`|_># zd6Q|=#YjpaMlMdaw9?JB!!P+v?-c`Y*?;-~)<3daT&Vh7b!TRUH^9=abi0e;iE&2< zC1%O$>S`yLtc8KJryhJtQt?saJ{uYnxTSCRZRUfcK6Y?Ur+13UuaH&}_BRpPxdHhH zjGw3zf9h7PPJI?6Tc0^#x%}JvjQwYOzP(uYCU>*N`kI(kwn*)yOj~|#Zu~xb=11@L&N)mZ?iSnL;yb$g z07OW(JwNsC4)%^_z6VjD3#ZX~b`!gzzM6$;aLU?sPIDK0sbR9u9uBVcCmO2q$v(u# z9)x?wRt*MiRyz5)UPc8c*j~R1cuMLE=O3kVo!;Nr$peR{*wfaaH)nZtca4y=&AvSk z@k7D3ijX}yeII!{zUA?eI&A)rNBYBAhkx63N--Nd$4tp4S|i^IM#5qAYvsnDpF{TT z_F?zJ;(KQ3j=JX{Y;kEm7k?vW%u#-@!HBUW*{Rw!y{cXYn;Hw$thD0J;8A}(b@RJZJP9r0x{y@!f^auW zDj7um^AvPn>*zMpvzOgC3W`xiiMr`@{pglV4)M zwNJV{Ezyk+?)wUy3FGVO@&ntgRUVQ;FzpTfwi?fs4--(%?0SP+qJ9Und0OWFMFuHy(hs!%Qa32|J9tdm_K z7V{!(3nFdyZ*IzKmTj5&3fHXJ7&55OJN?}#{2Ywe<9Pb9&dq`TVJ0_t(oyBJ{#lYeq+Q^iVdQ{BUxh>4uiDqF93DpSN}`mQ;fhxFerxX5h)cQ<_BeteD7G zTy1>Yd}|jjcI6(xvxwrht&I-a*FDQ774hKQip=`g^3X5dPrOK0pb;(1s=!Stku1jVzzZ^F@tpbH`JV>F@3@bjrf> z;<8PcX8Bh}ekO>I{@M)g!7q3|LXu!Jk(MpceY^bXRs5?qoS)%JdkbD7sRY(G6y^0v zJ*rya``3#V9jK-(PBW!W?n1@qa!($7iuHgc%YYr)$;!$xm8!2dweB7Yo9%=|=nK)( zrNWB&kH7sPhbw#q&8coTfbmxln%}l|zK>$3MdAE#Rsxc^pcU@eKrKD#v4HZE`-Bx` zpPi=^Dy+Dj|A zb%wMfF-l*9V}oo<4@v>os+dd8T8R7c_J-R>9^jA8puc&ymO@;-PO+v^+Fp~J|M@v{ zAz$vQ=B_fEXW%1yJ7LB>fl|UPbt>OTPk&D+wB75?;i-LmB;p!-1kVQfJ^OGzQ6gEi zt0NU5eFwgRbyj#K>qFj^qjekpW%SADck#BX_QFU7#KuII0}Z@@V!$a;+1wfwF?uw% z+&;oh<{Ldhebk53Keu!@$gi8^-MRNpjzrMWXGw^VB1f98*N0P;?zdFj;$&m)V)!XO zeDGSkVoU)-A)MUnAX2Rufs{cnAp57f;W%hNR=BilgLTD&Gx+RL&uY5WST-1=#h4!S zMoh2$vbXnWY-L{28nR zEDaF}3Bn1oKHc(IOKY+9aTsefu0=_xvj62OzmFUwS9w*<8%Is6JvsK`7aAxi0X`$G zQhV*h1au8t7Ie4{#4cuY?J+>@Z3n!u4shL$;r?&qljzg0rze+YMpu}PHgGvHuyaJ~A&62L?V!pe0;M@9V5>3;x7I@-E; zwXCcR?p(t@ev~pvIZa(!582!04Ie3u*y4-6bsU7)+6A&M=4z6^c1{AAIe~7CXyNHK zb3s8tyvF8cf?QzGQBY8rN7vL~qk$nREIhpai%cLM(nq;GQsU|-4wts4Kg7kg4HsF3 z?hDDt$UwJ&+Hj-uxIRuS0X^RigOck6ilaT^N>^B$D40Jr6RI&N(AEl z%yIUvxU3WHy+>~0vb$hn@l2sL4k5tp1Ds9(G+`XrwNn1iegYq5{hhWI{rLmgXHc_v zHD-oM;}lpQ5*M4!Y<@;gesOYT3LK)_bs&Ba1X43-;IM)wGC6>RC4{p4S5tvjZF{>? zczAex3$%l9MI`1JeX?ufmLooUmg%PaiE}!2hJtPo6Gd+C<15go!cmcX{m;8|Hhj@g z4RED`P22d@-Gn6BR5OT%?>$%b?kk`HdceON`~deD+?_{a^Zubxf~F6A0Q#5$ z)0c^ zi7-B2p#S=-djQ&(0ZRdtOI*MK2>J~`AYTes_0$43ba{Ds(9+{DVqFpz8>^6`SA}ADJgteH_X(8h&PU9?)amO;)ZQl+McGX*Cv2pfLw=-pYIAH0KxRe#3eR zbZ?DFoiMQeEbyQYPR~e2;c5Jn6hScKzD zHQR@U0_8Abt)0T&ru$MFW<)uXFA-P>m&X;*1U2{{X~g2@K>NBS(`p5pRO!`*(9Ec`3% zSAy6^^nL~F+N8h%4^rY$9Z47@kTF zlC*Ra+atZx-giIfyBtfJOWf=vb4$z+)=`$12&f2zK*q!ZBsVI zzNuHU=8U8*fBE59Sdn-FgkXbq+h$^v3}q^ZBE3+5!43OGKrm;>9qx5Tb$Q|A1ZB?p zZbU_x-IU%q7qWII=E^e30he;C9^#AUvKJ8%mFQ_(ZMoGD+vebep)^E=!16~6sl1;TKlK?{LwCpAf}vaZckDzP4u82fm~ zUoEJMa9qGcD$0s142S~gmLVIDnnTZK93GN+Lh3ZIVFL>&CV}52x6C!zc_T?j@}32LdY^bOOQ&}@ zcpO(MMF`+J@B@Sqg00khxCg~%wl@TsVg|TgBnTNgLtz-+)}9H%WTjpN|{ki8#$k=?qRulI%ggi)hw}nel`-q;hnP( z02b+H%Pz`CS?_1v~I!WAAUW>sKJwFj7lR*)Kwx&FcPtz)Z z_}#P*)nRDkn)Khp9hHXRij?dMifQf>xx^(V;f@ewfz-Rp=++_;EW)iu(Fo(nd$ zHE3uqz=$cXei~ol3`Z6fK~Hc`@3&m5@D1C<@uRr-ui`(}5I5H+7RaWa_4s7LIOvidy`mb-bv>cV}67ieeAZ!Cx95N}@ki!^!F&v(r++?`rTW-+t^px^WE*02#`w6R-Yx@!5-b zq8gA_7}qco*RF9kEPVV8UJA^WTs0YQzK$XG@ce@N0+g=pY|$QkYk*&rR(XHnwZB$a z-YY5}cXD4sRi6*#b$-dytzZ};* zB88#|6YrHzEhz6GI4L8SC2-CGzw18~RRbO0m9)NLV{*Sa%HsZhxkOob0i|fZmtLp# zks9`TdhkH)UqCNY1>j(ZLeIf!$ua)g+GR2d#!IVn7r=uAuz-!8hwC+2PaXm!>vMD; zY5Ql4PhgBwaBFHR(|nfcHIw^HyWE*V!hbCAGt7s?UY*m*@q#yA^Cq2?e}k0)DGy>===2fP=vX&0pj9PD^(zk=Z zPNZ#fK?|kuO6hCB6;b#?PwE8dp&(rZa3*{An9yfXVq%Ef zp~iDfbYX!znu;=M#EWo%W|{9|WLOx!gprX^Y6~RR3Ht!^hojWDLNpqk1o&~dWqk~N ztq&iDVKLAkyvVxE4dFl;Jgn}Li>Y)8In6EeQ(qWt6O`0lxBZPde z8D0bczSEVe$rL`Va{xuTS(V+@CH^Rw&|CI49WJ> z&4|w}w0O+m@h4AV$?e6SU}u~_Xdq{Kz|4#ZaHs;!b4DRL0wdtO_yqW~Wk4VY&i9xR z+ZyKuTqIOMKryeU+RFo6EBN#|pu4`o!O>ydxs!v!nU{<@5c9_cgAz#f@9A+j6gWg< zX#R)F1No&(vO6ndLwUyjjx_?_egkJC-6Ei3paI9gkRr1V8Y=+M_Mf8CF-T2G(LnU| zjBUzhFJ*w)K!1HfW~yS8R@IBGd==qkUd$07MlzsMpa#w(Yql*)8|}TH^%Q`HR^UcZ z#>LNvjNbbBX(4>p2+{Wvu*c+s(j1?0^SP+R)i7_|EL8?5wWvYt$OPn*Fyl@!cC5yy zrVr@+mdcm13&5`!Sr6qm?E&w0R!5wGaA*v#MK~oTr75`g4y`hWR6YP6XTWSCtlZdW z5Xk9V9L)P#f#DM`^K}o3)qK{>kWx~p@Iy&)NKq8|JbQ?tgS+N9_C~dCFwO3ebRdI}M&0&A}YW03*Coqf>WI}1+ z%WrS>1T?6^u~&@Qh#qeC^sm+&+l&E)v6_U0ZxNt1q7rOfT#EZ3xGn+5dR~8yzAXSq ze=c@^_3taP8c^t*ypP#e$9Se7&qRhE5g-3t6wdZ~UZ^+$+hTBnSx__6t~uO}D*}kq z5)=sv@9^*>w788tbF==8H$Mw5oV_+y*frZ!bM7@CP^`uZIsd>$1EN;bx5&JksV%>q zF%z)-5n*AIB6Gk5QUIYn3%F$3^4XWND^~J{i>@r@}x+lE4O@?Zc7|ZCY-Q7$G9!oLL679tz6B4X}r(BcKYctGLGja<6 z5Zb<5;F5(xalqux9@k;EJYF>d6zwknOpp~FO^sPio+{EVey%x|z8M7=B=f^1{o@~- zgJ2()B=kbP`RuF0n6F%)vPEjxfG3mYuAM>Z#^#@)o^sq=T*ek%=;kxSZ}nV2!hqio zs2Yy8jX&6;Oo}9Iwr)k{i>*aXko?P|;eW0HL;%x*`XFS`4YS4Gl5N--rRB^Txl?-GZW^#1npeI+F)1|AR;0Nx$V3YRQw z^tGg~Q_=4+c16I+bO+=euvw*xvRp}7VVS;E7&fwm!T=y(_K2#4x z39^vU;b6aB2Ehd2MG!`;CiMfzDR5mYi0f3G$@MHIlY%NJP@2PYwc z2T2Daopp|0sPK_{ zj=P|M-DhTYmfPa@btEYO$x=ejvY88r@B#1=EwN{mc=-)nIs$Ru-gsEKeDHK2G`hO- zr8gQr^$sXuAn-&x;4=xF20H22kQA?jfCoVr@YjRmYd`?G&|EdDQy#kxz;Z;n1Hqfa z)@gfB$%a%-A!h1%pp1|LHE3%XXkG$6v)GEj$HtKy+Rca*8n_QX5P5U8*QuYh!@KRa zX3!i$Pb`tHlAr#*NIH})3_ zmF?vDH>VQhYYc`@*RlHa6qhgGhlO=cLIG=QaS#x?mpd)I0wN}u>-GfUC`eq$eSCZ% zMXp-(#9!>sQUvW3R?&V)p)lXd-v6^YYHDh!hpDNlAo_9q$(t+t4v>mH<1m12P&OB9 zMJ?=-S=^*TTBKbOM+XUU-devLIk%$!xslkMoieDLW@w zAw@HW`fH{}UVRz3yYvfk(KNy})4<)((wVc-5;11u z+JD7uT9ENq1V&wZe2H?>7Q!{6zX6vYPls2nF&-U!1G$!cKNONo!7dPRB?N|XO*LB~ z4CwrpyRIIkCp{Z?0X~IM(X%o?2B5y02?r7@RJ@=XXcanwj)g0OV;e__2Jj2?Lw(nT zL$|zFL0P#7>dguJY<|5-Kq}P_rk8n{$4p}#Ac*vj#9_UxKnSoOglHdG`Smgio*m4u zT=n#UINJtCix*SxSTZ4SYCcX=%9E6m$^xE{TK9GUZf1g0`YW;^niC`pBDYUhRvE=^HAFYx)^DAjQLQ0Drjgi zJ<0<0XeI{&NV=Z^sJe1@D)6u26d?lLI112?xJl~YFxCXWs>TnQlq;1a9JHi$BM7?*?FHlY$JRzga?1_%cw|aOB%fTU%n1%NB{r; diff --git a/master/_images/sphx_glr_05-layer-norm_thumb.png b/master/_images/sphx_glr_05-layer-norm_thumb.png index 533b308a1bb564154f7e9f217302c7234f4d9c5a..89d42aa3ff12dca27fa54f21c3cf9d0902dd504d 100644 GIT binary patch literal 20869 zcmdR01y__^+eK+u@8tIVkZV+jd66sD65R{aV1_32z=fkm z-n^$*!u!d#CHUYk6(78pAt+LqAtt{tm9#a!*C-JXKP|U3Hy$yTL1p_?5RN0OgF@hJ z`y_k}>b8aX`j>={dR}0lC|7@NK`ej#>f98cen*J+hKld7=$kw z9-F|Jp4(IKw;j6TGw`clhA6zj={X`0*3lZCgNIk{m- zg&X$U@CpluJkf<3g5}(>E;ryJ!-fSEY2}VC?(avd<-5AQNR$I>++j-=CC6dX6t0#J zJ!dwF=>FVoK_@CorLV6qAEx~hvGD0~&d%IE&6y)38uDRUbl}4Z;DvyIfN0#`S`!W2 z_;ewzu3vu02Ly<1{LNs!a86$;*I}{+-?YnEUba~9TES6LR({FOE?YXKUF%>>6L{-9 zH#hf!jg8^u%dg<5Ef4p;`>hWF@?pCPh!fgTdwP1(_#H})jg5J&CF&=?_T}%5p|#$b zEdKTT_h^Ir2S0!RtG!xyGPfn#%a<>)$zO#uxbIZBZD|c!@dTscbimQ4-dn^tPj*zf0#JcS_>~I_( z9}D`Pvtg02wZUMCOPyh^`*T8{gM+;f+tI&9L|BgJslI#vUhy#j-}plF;puppHQwb- z=Xd&%hU(m0!sS35Dh$s#&HI(QM$?Cfv*tOS`Z%2;J!tdp_lO8AJt%SRXt-Q%yG8lp z^73bsQh6v0tl{XE8!X_iKPvW(L3PLwnrR@8=R%<&jqAo|6TF>CA>mhaC93(zcrnMO zRe{bwDyQwwVM|Q$eVJ@UdaP){kJQ!GMPI*85%U+WudjF8{rCMV5%X~e7AHO}t-6lR zQ$|L{^Izt?6d!aSe$>vCX89~GFkw%qvy1_s{V-96Gp;uaO1yRR)VZZvU^WKvE27Z?)}0qwHMh;cKA znX&43e0mg{j!o-_)cHlyzDS7%>Eo#bODIINa>Sytod1|3I`@wmtOPzSx zzMeKCNcVz549}2!F1}QMpc98XA3dRiFe^Ue8=-V8KsnybJ=}(lG}YVL8bLE>%gmjY zQK*D<&YZ!A1i*&|%PkN08xMCYxva2x?J?Z9Kgqf7J-|z-ySfwve&7rATUEjehO+ym z&_+Kb3&2B0G+-6sU$1Vab!lkq%pysaCdF&`KT)-1Z90Ftv8aK zhegP6gAwx=+H`|1Uu*=I2o^OnmAMWka-%W9Bj^|rg&a~2I2GRuF>|I=4Iyl&| z^-Nt{C~L&B7$3DE+cjBrpj-yV8;2BVl$4abv$j6j%FjB!JsCzW3w#JT^?7}CbYxR) zsHLSuwWBDN@z_iik5V;%Hhn1kqXA! z722sRQKXsLuuU6-YREES_z)VcKT2s+4%&hEEj|U`V{!4rb2N2zn6Qg`vrqPvx_BXq zS1&b}S6QmhT$6Wq7Xu_o%k?Gdm(MP=%o4PpBKEhnGa4I3g3?@1y z!I2bv-$Ym}w*2^>WB&SL&|*|A(Q^6t`E!Te8ewW|Y6uC1TE=y2=!U~Yz3bs{V8^gH zl%r6dR=2NnXz#$$_hxS-7v1j!MvA@q67EcuTEif^aS}3T@mZy6x3zHGyX(X~vb*c{Nb<7x5r)Mk zdhh^fTv!t6U}kX-&*xyrT`~s;mLuS2S^jxUsBDJ6NMxdE{8xI3VA`eE&Hs3v&S(~N6zZB4do&GDTc6xO1hqX+G_tJca_ zqecRerrdyS4Wr5@4n+%jFbmK6Z`;iQlq09YW>Te?{7s8d#_5Co7D<8R zmGg=Y>cnw^0w#7y;2qX}GwFi2y!)vCNfcxYR`g~%h7}U_Z1~w{(O{M{F?)W>?(S|B zR8#^AivC{Oz(}?H&Z()SKYtXyefze{Q!MPZ*(P$(B;6WtcX)i~;dQw6yz;2V%ep;+fTZ-o4T^G(?29(Va7FTCq8k zvDFmoOgfOg_GW7>%MCE_@HQ5F4^W>mF?|7PQ0VZx;Fr9}M0)7^`aX~z@hK^lTPw~_ z1hbP&wAf=oCTfb8P|MU=Q*F6cVvOH8y4rw<-m=#gJUU2ofTS0;=~Ianp;rThmJii?1`q; zuT1NSVhub-I#X@^pwAcW{2I>sgHylHa^giYk38e|eifRZ4c+U*VFxYR#nf~mD+-Sb z^NRG`A4f&%u>NKJ3}v137ufxm{e%lvP$911hcfFSHG0f)x|Jx z&UNqZu;>_qbd;ImQ;#NoV_}nPmG?$}(_(E;Vyi!gYisMKBpf=yJ`z(KmtO=nR~f>d z*pADoK2uP1R-uxbu!@s_WUmeAek|;Zhke`s<}v&l66$(?3!B8Au!ybrzDUweCaQ3#kG2W{pWn36vGCs z_ZK@#%CK*TM9dR*p4KlpwMsL;S?}m2YJ}DiBykuox1-apRt}3HmmOG}XlWgbCwfEx zn~XqJWs1M^fx-+~NeMo)F%)@_aOlh{zyscTUuf2rq((Q|r%=48HH3X`ao?GcYT+FG52@RnqvQ z+S(+nhBJqzE3KV9JvZt%GA(CoJ{mQ7eFp_lGO3AI5GE0mQ8lB(M>@=36fa+DLWd4o zTaWcE;DN0ylyM2atc3lq3%5C3Cbh)r?;{B^B0EWW+oDZRacKUlSYM%|sQjp^u+0&WI!wdMWo6`N6AY+aooNG$?1-m3(Y zMQ=KRS9VSmYNv3SKhBklTK+3?P?Xq*47QqeXA0{4HH-#wd$Tv)a+ftFPy)%y$|5fI^73-zw=$`ysHn|ClTZXH=lV*FIEVEoSdun# ztpCk9qG$o(MKzUosb_xDX~%Y|9{P?l9vz98=~ruQq&BX@zsLG5j#TVtk-x`FHcw7WSB&53=3wDS8qqO!sgD*L4jf zrsLHib`uRSikh7`rk3x{s?$O_0>SI|`+*--j_}OP*S;=@g7@=huZww4ZZd2T@X~2s z`;0XEdYS}Wy|)@nmb9~DN#phmdR5|=|IL4{WP%lepD{^JBYRxmD7Tr z`&2j-yiSL?ENP)wy6!U&s$d(Kk})Lh2fHr$WwtczAVz$DGd!dc1mvdknGgEL7j4LR z8d_RXnwsDJ!#Y?Iy$<5%rq!`wi|OVdo=FulXO@u+48gqf3%Apvgj%{_JBaAE@Rrx0 zy+Z<-&*D`|o!b^+P*4yOXc{fK$Ur}Lj-q8`G&ocJ;Uyc}YArkF|CcaN* za!q*Q>go#EGa{E(R8~IvGdS2aKYs^lQ2@1XPYf+y8*`SQ3+#4pdpXJU8NKvg1YHTd z_5L^HBAVhi8tlWC47oG%OwGrgO?(J(J`M7lig%cxRJ87iB=_?1dF8gL5f>MC397gh z0Y{o<-;2DDvo&PcXkz!5mLPnnf&jBu9P>~r%!H>g&pqEzs8qFlU0+vVOo04&;<>_` zLX+1C&JmdTI`K3E)q?I=3~X$XAip4*qn>E$h^#DH?K~Cpy_srkO8&tG>NDVWmB0xd zTJJorFAfeC3s@(!rOQ52`d$6br7z5slA6H%QaksUv!!5i6l3G})J{EEVxQ)F^;Qf$ zQl|K?adCtJ0V}Dlsalw4<9DDh6 zoNkrbe4qKbQ_?sQ9U&FI11_R3Sp^c}bFhF<3NG6&tUXw_9?TtzFOxXf=}KZ4@R=+9 z8zFEvxc|>Y{rvu}?m~{@Fd8kMs$a^=;jPU1FPM1(TMUKf>np*&`8PE!7S}F9OLdYa zsXYshUeI+_D?WC9uBce%!#C#|lj^`iWqD|Jxy4-lDnUYv{j*enztY|DO9A0fiN6TPrFn|SYI!`tH z$M53?+wp8qR z13tR%!D|JzFU~6yJ(?X?ku=2+dQJn4vx~b#JR9%*_FMU?9Tq`s3B53@O;&>Um$7S9j#8j+D}ZmZRk6*43awMs@G} zL_5uVDE0Sbe$#ye1HqEPamJKn%PpbDu7U zSFcU&J1@LBqpQnMw^#E4KAal^nY}&9`Z)!yV3iX53~m|RFQQ~Rp?R$XuW<^95rg!n z7a3zoe@S@o@;z@$~?HzqGrx-~C4!BOiVYTE_0lB2DI)t#R02FD>U{}~L4qJ&+B zCD@gc`<#9{-_wPT!HDlqXsds$w4=isA~$V%yVf@Htz6y|>rV|f9N#2{hUpWkNCp`i zn`$7vd%!zKz65FYA+0;7p>Z3g-S;cN|BP&BN`E|NO<8k~0qiR1L&VA|)^pcK z>|jzYjR$%=Qie4;&1n%Td7p+E?vq>Z zYVDQ38QTxZLo7ix_JvHOZo36>N*Th5M}I;pzoTfO23$%e+B#1B8T}sqZKAO@^&2Hw z0n7Qq9|~OSUoc1n6q-usRm`WvpQc3d`**8nFo^Um3`41?-rg+Uybjp&jnF^yM9K2RGJCAav)a=0~J>*@>L$*RA~o!r=S(9-hBjpc?>5cLm*(#xAoak!_5 z=(DHd;ObT4($mA9`Oi176w1gJI+T@hk?R+h06VPcl7X!rzy?OYV`zGVPKa=4!PvM+ zug*=exJKMd<4#3M%QP?GO4dEln0(RGQ@{9R)=|Iq$d*l*<|cxmmlj`CXnrIJStMH9SHf5^i3!npcXtFNanN8WqoY3AM(-82*} z4UJFv`OLx@(O|;-1Pcoj2dDa>xvDCmsYz5yN@_${(?3=hI^huf=n*1}_m104ST8*U z($EALR4bhC2A%Ebvc6xEg5ANggHzL;HZtr;lAUP&y5`+s!2=&&gVJRE_Ua`4weJt+ zOs~&JE4@6HJ=jQK^!;aCU3>_Ov#D)>vsFb=@oO->UR>Pbs$!x<`ip$brG&Y8-H&B` z@w$Z5t){A9IbLe|W`T@q7my*mwyDrftQKe}5^yUBDv95~aFd6u#BO$ZuFv-d=IUJ$ zGoapRYRjdL&?<-d)M2rkNaZAs@()ubA84SEw@i&5g)NI}8IV(l(1P>1xe1k${4Bjn zvRX%d)?58jJuCrc6%EUXj`DQjpw+dtqagwK;e@ujCMe}pn21O@jDCWnd3kw_)Hz#5 zQ;WzM8d7|mscIh@iUPfz)9yd+8*WhYT@44`ch)(tT&|}%Izc-^$td{?+S_}gpt~HQ z1>d(}!M(Kln*z+BN+zu8p^i8}&0WJcj!7_~=dp2XgFroUTOniKa zx$-e%d8(8amX_0X&h%SbTe~yW5nviW9g{u2g@J+528V;$39Y?u)z{N(X}fG#mhJ~) zsRZK;VY{flnvYHocU;!d+bo%4#;O^lx}AkY3JMAs^9}CcxHNNqCqtlm4no+2cD@?7 zc?Sv_4uy=03O49OXu(t{l2$wujD*Kp{BJ(cltSXr3!-v!a&$tq>15WzziJ}yrtue6 zyyCIC6+`vvBUDgzclyMao)^gsgNP74yg}lpOnuNNT{4`y8wG7ycvRGH)7F4QinP&! z^Xd|Py!GMIiAF-H+x8S5yAl5@7rw8IY%1)_)ch*d8cj`9lP4NO&Mb#38@g4l=H2XO@)vGV+!6+ptvCE*qQ1Szt1LA1VdTL71q+W zAmr%iiuHmT%&wHXYp9{~Y;jsHJwcAg@wwi(f4+K{`;OV@b6t=7%3+;|cM~sk^<)!b z7-E&mEKuj%w7d6w*+X759y;+c9Zy@^*@2;QG5_P8arB<(Q1QWQQUL`*1=N87ZMeP9 zY3!3+DM2Dq(rTs;w_b=kE%V(tQ+4L*v^9*$aJdHze9S;rm2$3~TLu@5AIQY=#KcRo z7)Bv(@)6BrTovN(vh+DO7b=$SLuc+@^&TrEL}F(W;pj)6Ik~!Hbq8X)IF~Ciu;I~M z7@3t#!OTV1>|0~1*AWBLh=YsY{zTiFo2RD!iofjB-BnQWB3G_mp0-e_jmN6sd4ZUi z-3}aNAVM)Vl_;o;JapPP@Wm689q?6&jlYGuWt=UWi0gV!K#k+rQrJ-aibvN|Pb+Sw zlHsKyY+l$4pWjh0R4a`y9_2a9pD#Guvr1|Fh^y12p`+VAeqdE3!?sJ?PNzDnR3z%{ z+F%3G6h94z-$4hius!MS#w!)xzqo(z>q77f3)-=|);?KmXKKy-2A?woKT!!RqmZA$ zS<3k~h$sLYwF8&+460XnKX!eFxFabY9K~nEZDtzt`tuEaqRw71qNv9L5b@ zpndmR{Vs1%@A8|zqkzkL81f2Z%%3r&K$R*^qUHYj0~qdOk#hX9?2RsZQ~3piQ~3}r zx_~=fcERl#7>MnzwFc(=D&7u@ZWW9>v%r~ z9lGf0h%^He(<}RbTwvtx7!wntt_x5^kKGVUU(Q$CEsy2H0K}^c=_e&@xjUZ)GyUt+ zEom@100UHui2_YsYPrxCd>!%!?@nNwvs=rgNU~UMto@_rm~=9U1;;4ItMTeCr<DqAvrof&ogfHKnx_nEF*vV$GMN+9bZ@KLf(g@r!V+BzATKqr$edsbhDAd(A3mtas$)=jC_r<-hfX1ioI&!b1=oHX zukZsEbtYKq1{TL41UPXrEI!`i?_1*t|LfR#*Fzs8DrICu#h+G;ID*hYTD{1+?lx~! z&>!D60bJpsFk~Y0S@EBH_BNMgxd0RjSJGZ%k4@pRuCVOIHSs%=1$U!fX*J|^cQyrp z(_;R4eGw1o{t{a91y`IdQRD?27_FbhQXbyV_Rca-DymyNgQ#d6Jq$V)#Y852fPU!d zksLH%&_cA?B9ctOqVu#9F`)@k#BcD;s>DHJdDJShe_=S zWOolZSupMTphVW=M(Bg1DJOcE+wxMp;^9FARO{i)_ZR!~Pl<`Yr>95iy?qUV_?@ta ztokd}s*(O&P&q6(X?^JHCQ6M)AIA81L-mwdI^TPd+I25@#@?**)6f$`{g)f8Aq6B5 z-k?o4VK65c_(sfncy_i1axDWR<0!~XP0h{FR|&7`y)awSJbzpqq+*UK3fpiWTa{lNET^CNlvE->{ zuH4efN+&RSgGLW_{O%gN0}j5Yu`1v0J9dqIJB7h-}n&d3ksjbu4+6gc2RSG+)l3aOg zn6X_l)?jj9i)CX3`{{dbBG`)Z*AMOMfwY0T4VU5Fgiv4(F&I?nrb>We;+r>bCW_xC zf$TS4@m{&3qvKzrCnqW@s#==Fpp}=S6{e*~OQiK(^uOmfxuf;)f0A>-6Ke-H#?Pum zLfnG$hNX{VVyiG}=8?rzv)dI4d`XSx)yZ7QLMx)#3?-^IcO#L}^SRG_UE zQ)Uj+y#dO>AwbSaAf;2xk`)T8v{nZgdT%V9G=Og`*ZLE|FptL66b`{&Yk2>zU7z+B z7Zkp;xs4NA_O>*$<}I<2|FdO&_dfNIQ}%6_Z6d*QVXw*HPm}ngq*4xOF-{{5x*sC} z%OSrXeN;Y@EGR4t9RN|icGWI7d$q0)cNZdS&!y6Etp0|i1zQooJ3d!0blRLvjpFF0 z_)$WYcctz875_>qz)`kl&Ec+Qd=hP{_&le_N?sejCZYIz(uvIYpFn-aZ8P#re(nsX zj}t|8QjBKr?&Xh$l~L5{4qLT96zp~Akf5`&Of!z4xTk++&|ivov;=l^pN-rb^W`c7 z=P@`lXx?}hU?R6bbwqocOOgGxh14j+tJ9Sf@6fiukjA+6^V@r99?F9YbbFr=Y{7ag z$)B?sP(*#0ERux6UV*dERM~cdV$Go30yT<)4-pRmKIa4|2_)=>GBPqK!1CJ1$15!! zm%S;6ZACFv;2OfOiCqUFgp))*j-Q& zeRYPEJ6p0&#vBHWG67C-JU8P2Fby8rt0NupVLJU zhb+N>Z+E^i2{aLinipV;|5^hdbZ?-fq@jop@%` zBZoIn-uNyhWyZF^Ml~_%?2y3h5~;7R4-EeCz`x^@lf7~OGoRNa5uqSq`BJlkA`jHO zaw`Xn6UBP0-rn9IMr#`x8GV^HnMobpBMP8Aok0?d0t2M4o^4voV2XtgOV*AFLOR`< ziUC+Qx81}G5Q!9(m64yZv*Q2?190p&HTL8`4OvV~O!SLwF3!)bz|0&e;l~dP{xs;l zq##zQkJE{TAU|?I8j2!3*i?HYtWfWVHG|ir?vBzNvZQNpF`uSy!Y|2nH7-(Vg{gtW zyo`5WatdClWk>+f9MET4niIJ}nluT#b4Lub)iQ*;vP@&TNk&QDr=F{|$Cd=4zp^tNAH5f+uy2|Ul~f_3H$fY;QDMwpLj_`9Qr0P zsrG3Q9XfW(cCg*x=Qy1gYC$=bv7S;H3~oN|F2|9d+xYSSnN*t@`EeXrTWIxGrRrQH z*J~K7gnmL5&6!Ajs?X_8sqZ)UzIEztD7&eqUn->wk z6?9+MU1Gi4*E+yae(BXM;gmG+H77;sxp(iehFRo*i1O&ooYEmaQa(IcJs7e17dm)HA^pG1j<8D}H_6Pvt0Q|UZ zaMYIVpYU_rM$sB&2%3AAChH$Q6snQ%tHqrp^YfggMl4dOH4J@W=;0Xs{#d|lXYEJk zq^kd+yN?9&7yC9ehX6>#;GRp6qJP0Q|4F0{tyL21+I}JanQ&cn@zQG?LUT<;%7+|!&3+uXAP zM2&u`{J`sg-)z@+%>8$;~OU!9+X%I&s^MnGn zpgX1Mhsd*%^FemUp8`)PeeJz_>HI6N*FSPJ`B`}C#zUSJ$t z_#Rx-gmwSS9A||myW&bqK7YzwxG~s$bKEDQks&xm~s-48i&C**v%W-9EY7*1NV%pTBIxkckKBn&$Y=al;sJ_XB}US zr=RY~E3Ug$3)=-wC*yy_{rIZEGdZq2zUQx^9f--ZE0B zTo^XL8?;N@Naq*7j=tlIk4UJRyvh|cRpw?6S3r0 zGP`wvSI{{3+!^o7Vsuj0hsy0Q<*7QXJ>AgbNx}MSNO{dq+(cKuj4(UyOWx0Dxf44M zf9{*1XQebrEzwFCf$umP=6)yVF2r!OED}I6#hq2-Btlkf-I5yFZ&~+~zk3$OEB4?j zy!lPo_xN++J?juH+Ef(qv7Y; z1id`bCwrrg(>@NY)~>@AopSkq)I?{u$c1G+a^7eB@TxC-C44h}e$?O7SJdLjC;XAz zs?XL)M>&_teKygoY#dqd#pj|~i>RunPFEKBbil$kS{+ng$+jc-uTv7C=a@m~0M|B8b5w(+KQ zi>nsdl;$>$Sw!@WVvGd9n=oax_dMl<634L&sWUykis7W2Qt2%$2 zPQeR05nh|!sU2Qni(5-Fe1T6Kn#ML{|6(z+Fq-CBJnf%%v4)U327FKAZ|XuWrunJ4 zc*bc(l#`?vyW`d%zn=}-cSe(46!Z)#a{U&l*7 zh$XXQ1*C%Sg&27Hcy85on*|K`n)C)A^|X$){{=dW%a6sxnk1`v*zyZ83Y}+x|5nM5 z%Vvta8oi0Oh!j_T_Fy~kCr_Fe+v?^MXPac>Dq{%rkHg}V9KBP_;dm?GJz_=}ArZOK zkney_QUALhtc(lW2^p}Z^g+?S-^K(;duCJS?$^0pcc;w}yDHemyWsJ}ssaFv^n8z3$z0LOHB|P6=DX^;0R|*nU>Jr;l zP22w~Gp~O0XjeRngx=cauhZrj9d14?(@RcF{bJSyhXoWLlrgR{y1TT~(la75hM;ge zx?I8FU{bt_<*p~dESV|=dxy}QBQhULKLYOXJvmXqLhm{A zD|IK13##rs3t%3}#p|u}27j%pmo}E<#~1TX9p|zD)sS$HR<+Jk(0swX&Sq@_6NEh? zR$h{d*R~>X+J{W`jha}aSe2c!Nw=7NwSlr9UFf~zymc=#9jbi;t^xNVRiT89lT$UuPBYneWZjPX7R*PwjXuN~#_k@WWiB7mX73&}(J802U5IQVV2DTZ*{^F`R4seM&VCMgG34KBGU4 zZTkuHMG6LzKIXz!X(>qlNHirh?~>kWTd>eguqG(L6>{!!$jJm^ZCY)>l4G3Ub{cP# zFv;ASYlZ0LR;wpC!5Rp6$&G4UxU0h%@RxMHsdn27wT8l&^-rXi@m3R7@o6cBgNtc@ z1;*d=KCugFEctRkr-er3n5nSgo$=;y_A$-Dp;vv3zCFvjK@WGdHPuF2H}bCHeCOzC zF4DviM7k=F7Z@J>3}-5#HYRG%V{mg%DX?Dh5^LGK_|;}0A*YFk7V)SO7TImpZc%+Z zd|(A7FV<5ouznF0Ofg;=pgt2)OULm7H?a93%i~Q78xz>Ogk)s}R)rO}b6XcB*Mc4W zq@JKC%tH-K*#*u-dBSj~0&uDgmtnB&e;USj419gqWxqVnLCztc^uv*DtPE5Oh6$^5qksAk?v)-7kKD5@^ z&f7el2$!D`lbR|h;l;3#h_#L#v??^K?V9Ug=dS(t@Ui;M-U>F@fLvI3yM3GNj?_>2 zXAZ&w=yI$Ok*m{hlyQ2=JW0b@*ZGGwXkniVv`BsUIac=5ZOsQwxWc5sUyl>VqJ4i!6Aus9QI z252_HHrUa6a2O_7Cq}a|>C!_O@SPJQm$Aie&!oi`PPl=w4YpYFBd21w4GazZ_mM~j z{6_`4%~-hXi$m;=S{5wkw?ixB;~v;x>*d3kLY#nT0A**mXro%S)cJHw^Ggj?ziUQT zuDO}Cd>CVhlM5jBm(y>_C)apWfO6UcMuQ}!sS4)wp;}m4-i}kggR=rL zWDjIwWufV(#z_Srg$s;c9AFP|2?>+*DAZk>7r<10M;)^CC%u6T32LNXh zF2l$o!Sc^9-{!^Y#r6PSA)gH>igX2vDOo}VoZ6#Zxjg%nj?$N{uYPUelVBS@dtVxg zPb>xAbLYK#;b`w0d=TTWUc2c~MA7n%hWqus2dg?=NSz6|_GCg=OvjJD5uTpS%6Ffx z{rEOn_oEx%db}r+(h&p`mz0#0bn!qMpv_6;|M*QU|NNU^;Jqk#mG{FWHW`qczTN3cOiax7?(R@93rCPDP5jSvw4yLc z0B5cq(38lxEl>c=$|mBuzZxyFkJM&WY0gD9Vpk2gN$BD^-;#9GySvVa-dxT~(R_S( z5$}*9^Hct3ZYQDC#A7hEDREP0e^U_xXcvGHspjJ&teVFEAI+M_`fqG}yfk1LJ_?VB zSUKGqKeq%EC?3~!6)>wp$h?4H#SkVQt5mUeOOkng^zu0BijArwHb@mcM-r_s6dwUT zVzdGB!9aU3y7$SDz^Gj{f|sYI^;kkt5i>J06U+h4xX6%Ru&^{hZdhKt2)7;2%ZAx` zgW=}~8P+Zv?&JNxp5CqlX>(c+Bvxk`vS3U9v%>)!YU(!At8Hj00^{}CF3bm1LQn*N zHR@Qb#m zxoU>+S?bioj_E_gHXJBJM9(I)bqTZ*MS!W{c?7my$hR{8VGS>Qo%brI8{@I4-4q)S zUC4S*ZXZG$`1?r;BOk$|OGs7rw!KsKtA1eJMx9&<77;Tuo0IUH|F8k^0jG#ZSw?vh z6&h(Q^rJd|>Q(Lm_Lm;K?%APP1XR^!3K(c+Dm?$SzZ4znxwx}G03m=fcw^8(7!{xC+ILRloSOd2s*4r;vCx?CqVC6c@9fqbuoCM2sN;*%Z33uuvXXNBD%O@qmKs*RehKM_i zEW9MIe7bFB|9uT$oQx@z zzPKP1n~lcGR$+Wx+H?X?XNMxG9;1P$4>eIhN*il!Q^(Ib$!J`8Fl!HGh<)Pm`~)Re zKhnykGCT6%)xzi!z$$-(s2X&vbmC>xEiH2+%L6@NGpZVsei2eozlyCd$)<-je1FQe zaq{=%5(4n3=9{8m>#`q0*UiisZ##;UFJQ?6TWgx@E3#hISnK-&w zuZU1nM*|=blN|YF{%MX|PceC~|IoooVOpk(n;=-8_Y6S^<5k7uBR|cRN?&eP3CoAk z1H4nNp{(D$H8)_hyS1pb_ zKF{B??nI{irI3T4qZdb_KyLJ>wJl*t+pD58-YtB05wTJoK*W&HPWcutagehS%E2ip z{FE-liEOK*L2@>}=48#$^mxlSi*S{E^}kP>|3Y;^RvKhfxqSclwWW`X#OA&`W9Niy-ljOc#cwhe=l^H^bXwp>03covfVY)w?TWiLY9 z`>s8r=E5dDG=PRao0RI>SObi19GU+eaOP5D0pt%K^<_fUmy_Z5sfxN}~ zZ@Lgbs!jl@{}7=5<3J#qr=E46-|On`-n>Lsf}IYZT;xaV!g(>=2|y5v?n3#`J1}S% zps54pCa8oEbQmBTMKDPWi+^m5=evTC2UL|Hq~hRE^1lOs6=2jXZET=R0Ff);?&sCj zC4*ppG@&h^$9>T`Pa7AT($>_tp;#_M7jlUVlI5r7ohLu5s-6l62q3u$Qv>J`D1m$j zr1G_yy?{irH43O?5L#c0a;Npd6lnB?=aWd(Td!mJ`{}hTUc8Sc1bD!%?XdIJpHW2h z-22+wvqg}wcYu#ypV|VIlP$PbfX+N6C5?}b{S+1!)_nHp=hV*DTs;pG&?U6nRhwM+ z-_%_lo-LMQj-czzAp@tQ=l}^a2pJtAs0DJ#Rnv!SQbhg(FtPRSzjBZ)xdLvza&mI& zuGZ7Mm%lQD%piJu*jZO+bYp&3{@$e-w8H&2T);)-T((gNfygz2vn3n~Wd+DfY%D&L zTKXR#0XaH5V`N}J`2-YYsjeG;v!`}2@sj+7z_(aHdI0ZsPfc9}mc&FwHE+WyqP`$N z09^y1`gS_DZ34g2lNf-e7!j&ufD5NgG@u;!+O`8McYcWlf#7XA%)fOHWUy zG}JIKF)Sv@Pz&pO2dTKZW!1N;p8u1Y+>g+Txx05GbkI+EDR98N{8-pHn5S6{3HmkCKx%F`)q>V_wIFxg|%h z47Fa6ufiiEyM~8L`!mDDwY9W50KN>QAHSt7M{RfkI_|taNN!kTzjYX2qn5t{EEX{K ziKwV{54`{=1sGnrx~#p9?|+VO2?BMpgM$MANv5*1UV=k|109~8GKh-aa+)%OQ%g!d z0tjDW2L@}(kQM8I?A#|H#G3}o3>f^o;Fpbv%W8OTXW6tp|63)cZ+m^rS#EA*{Aoj0 zprlFvI9KN!joaw}3aA>O1rrg*25(fZt*uQXR59{l<^rDkMza;~2dJpOfH$TW0w4Tm zfpbz*%XufhBt=NOELgK!29*ZT(BN=4HT_xpbQjt-{$hWbefx=AD|vc<@7O z1_&w%fCUkXA0U9~22w&$RUXcJ!U2S zdQTB0*9l%2;3Xcnsw}r1XR7%)D+h1!-x|qAMgnxg_W*`H-JhRrIcu9Nemh-dO9Z6S zIqF$rNW1XXEWQtuBRR4WP?O%Zfh27pQ3Zfw<_=9~xnVIFSp{W?c)Dz4c#hS4e5;lz z+6T;qn<5H<9s@)gsSI&4hk2!`5@Yay0_IP5uVDZV+;2KjlW>nJF{+OPx_Rz*e_|;q zIuTL}fNXZ!^Ph}J<1KA%VHP-a4~svf&pI?l0Z}!OO0)q^8;C#%r49%#|05^F^huyLqX#le7*rpjG64$EWKr)|<>loF)*)x>Eg?`? z0TB;k2Z8d;4=D7B3CHooZ`3aG(%Ki#OhioF4N~MK;5zkF_afQ?&~$8$=Axf%!;sB@;tioN+ zqtgY5P;UT(3D8hf0G${ltO}qmYq>pE26E$WV6Q^JQ0py(d`@3fS`X&|HY#9f9fRPZ z0hFY_6ypo@OKA||w*9$!Kv6|t(LncJ4JPp{41j?ZMkLvCCn6c1kCO?s0k(}bS6uTu?jf9IX0h>fYJfMqdVuM0J5ZP5P}d2 zJHT;9sJ0NRY}zVzb8%n|MAykGOo&wm%w+{7rRC;}g~sfSo)kr_U+I7VV)@Y1WYPTu z@#qJzn21~rLJANSRRE&{NITdA+=~TYPO#ZcH~Wp?`3PtrlK}r00^K|aB8&D~Z0AohOCPUDuDFqy4a!0|l6uLo3lkWV2lLAOhAWZdus6#+6 zH&SjX4?MC9P@j$0$(cYc18#zloV*XDjyk~ELqvx8hQz@8lPr)W(?Ntd-YIRZ@IJ9Z zu<5{)IeLJ#|EqUp27RSj+owl}IGQfv84cq6bSps;;sFleX(FJZUEJDI1a%(J?e_u+ zCE$*XXG^2!siyUSkZ2FrXA&3B0$u=ufdpu_d8`J(lTvtq(jJk(v9X)7$pFJ+bE=dU z>IMdCHWpAZc!I=G95tQepmjR&5jrK5u)5kvEOH}C=Y+)EA)E3jS&+Q|Lg zO?-TOCvZ#*Ow4Q`EySi0#0NV8UO=iwJpD@Ar221#AQ}P6uvGC z;97qF{*6r|N(Lsh!2STC;vJB-Zl3voxTFU3n5}o`l!$=C!t%{D;3^d1Z2mVMh|U_p z5dwrT1brOv)>}#pstnn|9|)Z;@OmVEhdE$WPXJRI@mLguF7^NVIMbjguQUn+7HVN4 zibPS+7`AqVBB>Sy$6*l^$CM&U)F2%ZSp-Bt+Ncm&M#LC&7+hFd5d=)RARsQ07K|HW z47fmpqysb+6&W2AT4UQN%RJYA^JjiS(R}^gd%yQR@A=L-Vf7QI%#Nx(Ha~6jm@y&R zN4IwE-fd=K@e7qvAYMVVu!nU~7p2HxfZ7Q~BUQ{fwP3z0!H-N9iD>uJEyPdr1|?|(kefCdm2KU7COr7u-YO`}ar zjIQ0jJu2aC=5f%x(vLJyiV6W1NkJk5HFX%Xf+-= z5+cTH?b-sjRk5+LAC2@@u2(*y!bzN*L?_`%?YX}ksSBTEE@`Xo!>~HT$%z_we`v}( zy`D0gc(YO#5C{eouFjwxT4UjcJbN}PKi`ULY?jN+73tZM_q#fMM2w13M`W z3|3$@O5IO@0D{o?Aa&}D_ z<(-4HraazUeC31d5b^Wx48C%?lO0*Tx}bzxH8L_f>3`zh%GQ3pew>-v`joq9Twh2| zovSm#`Bx}^)?_EBN4gx2TiyGmzP|QQY*|@ZrRA?*zqWC9Zq_V4w10oFM?&Z5fBK~P zp718yNG96{fS{v>!~8jZbJ;xYdMd54s>)*TEiayFP_WKP;@8_j<`FA|x%NWP>YUd4 zmX?;G$vh9mjFh#twGU4DOPpj?o}r<~2jvBv*1}agy47`Jp?j+CWk-F;zubJ_?mpOVN#PMmN)%yd ze7}GkAvVL4OCZZK5ZA}5@Q84a;o0e8_pmh6xD#51A>^<_XP_D zA;BgPku};nOM2vPd=EMQNniq^h~=5O>r*M*M&l+;S_Ja!C+>vCeKSLoe(3s4-d%4TDf`xC&b7ruE%Ve@1Atn zJ?WjWvRK>LB#;rsVjc&_h@wh=?)%lDVqN9e5nNi)`alp2fHZ$UKTjZ46+D4ruG}8t z+R8O9b=0Rj#-&}qR{O&Q1yiwrk97G3K0fCF5aQ5rTiby~ku9e`DNNES2EVQ8F8D5H zMh<=WH4QOXs)%STHYWJ$yyQ25B*oXN2=cIBRCPmV7tDiXJI;es=6|E{n0 zE~xi@2)zYkBGA{wy~Z5$OEDdLGBfS%?9x&CH4&$U>fiKa>|ZSBL{FDWo7@8(Xyb(` zLkdnGrrp1-bv(qgEw%5SSofC$+&wDmC+aJeSj7Ot*4oerd0?wY7}{IeK|} zE4y+6(V9Ma^5kstU?RVGrnxfj*kz;EvcT_ib0<-eeLe(W^-~cHc|uH?)x$D^ncxwt z7d1wRKF^w3&5hs1@TdYMp}H`*1_p-&G3D;X*qQq7r>mRV=1g&ki4J;@TTpP1$6`-L z#<{DRts4pc(ZxO>HGy!5th~HE>S&*m#<;dkm&RjlqSbMFO4tXTddX^yKgHqV=SEjR z;pC9n6XpU2)%ZE8)oM0#Ec}N$`YD9I{mhvrsi4k3XkMI(@be1RdNQNPrb`{+g%`1Q z`GA-H-BOzCrtJN#GL34@E(CWDy-R$7G?$En;+81w+qd1MA$0RTAiDGCqfBk;2`i$a zW(NKgU4$;WeT!-j}`$I_Gre|Ij(S zn0*vWi53R6xS@dr1EF(e%cfdokINL&o2&be9H}Qp;zQJz{!MET!dpdJiP;S;;c!|P zRPdbYACDaqhnKlA;3=e0vn_H0z2%%EAM+wgyyX$6d7n>6nI_$Lj{~3EJe5fT6TbkK zpW>?|7H_(^R@iy<43g4?Su`+MywG<+x!1a#{{>_ACI|ok literal 20931 zcmdSB^;=Zm`#nsFAP9&8g3=`=-K8|Bba%&qq)3C5fCxxScg@ft-HkL1-5t{1-#xGQ z=X(B!=Lau@nRCw0d$0RmYn>29dFiK5NS+`eAw89qkx)iLLjDE*y~IEVe{s}JcSAx_ z`XMXvUez^uZ{Ec<#%!Wxc`>Fk;Z#b-_ZrQ~ z^dw*SN-}>_{_>t-H0g9fjGcxu;FnxfLT}7L#N)1Y9V|>)^Qh#Tx(&IPQ7(fq4Vzvw zZd^D){v2<{STQLB>^~%y-$wmu$ifrDP~wz9c?N#aMZF8a6N?FeaAm(a-=k(= zz=XkfcI*T2xPya&9?$;yoTZQ^f=wng1z(N{C5e4ksm&rDgp;FFZCi{ZiJ^oFFV=fi zKfk}j*7qsw6)JnuKrzmH3?*?bW7Nkc=!@b;Ht zoSZhqc-A}(?G%%eLKjFW?n`t1%=3yTDQu?7dUbhudB>hH05SfvZx|WdW@nQQ5A6|+ z<>24|f1skEXn|*_29xljQw7-D?GGRK3=M7mo37yXeC^`;mOxgULM)ghFF!xHKqb$Z zBY`d9qpOFHuKAO;Hp$)f8MS~wVrM9k zNtO2YY&EN|udmHaC1z-6+xA%A_CllJ+3uvv*%*u~>K!CM3cu&CKct*OT~&O0yVPzm zj66?;{_vvtTqH$a+S5}A85tQgD*E^Do_GWAUSHJ5uE)Lf{0=Kh(jIQ%GQ^|X$!?q^ufW5wzE90Ymu)+2d~e5#hl(eSX4|Wj|Fm*JoSH!n=2hbW;0jw ztWjTKZ>B0FJba_LexHh!HG}bQ%FeYC6^_h#ZW3O7gx+5}`JD_`B;LGH#57$Lv7DWNM`9i|?>7?dH=J}utgbuXiSGL36gYAhOznNO zn5J&jkC?aZHZDsau`Hdo**bG?XlxvTRB193ei6`%HE32Q0fQGzEp6EU(wUpb6hr9x z4fbmc(OU{ki5mJ898XWibN1IbK~B!Dva%tZTHvPr=A7vM$o{P@I(ChnzbM5mCyPn5 zq$8wCCc)s!eEf*r+1WXmZB(X-Xm3_JlE^hiu0l}$o8P>+*Qdx~==*h8O*c5HK4iDI zx}*hov8*&S0Sqd+NQYZl5du0CEINN^=;+WD6coTT^fYE$>iJQIXY<%D(Q+3_k2mm927jTaM>P zp4xv|B-P%H}9(68ljL*lYR`IOYw7WfuZ1w*M*7Arfk zY*sCP+~*#3wX47uTElmEe!rN;{ZiFsA}>u$3Vl31t{N}%wG8;;)jE-8Ihwu~!FQZM zsW5L*H(hS~bV!-aoTeN5y${`U-5R8Vg5prHkQqTTrg{mEHBq>(!8_?q-6%p>&D}+TR3*^+*_sx#xK<;`+vVJ8L z5WXeBhWs!$O#e~kWbua4&#uW=GIXhSbG*feo5h$>x8H`R;>)&jp*j;885vkpU?jKU zut{g4cS7E`d=(Z$8z2Z2FImpVgQ;m-{^qivq^Ewd0K;!Tt2>c*y)x5mtn+-{6Y~6U z#u_4&>ug=KNyZ&pqt1eXrDF2d$Ow`VA5Y}!-gdam=9GKg2$ue-<<{iEQ2lbi8!TL0 z-13TwtJ5(BxASQW)6x`-jj0g3iIX#WYDyC{l!#S- zZEGaUvTDZK+ywq2>K!y>AjzoniSsebo}sG*+UZtC@x64IGFFYPgi_=WlNl}yOkduG zZ~Bd@*6p)8RqyWKw9?YHJ|@ra3_oZt(WXrEhIV~1g*prvmnXhqBbqyO@N4iN-Yph} zySceJEP7o;Mn|{jeoA^N@a0XK=P~BrI2Ke2cJ|1;RQDf|)YAB*q@OkiQ~1AZ;fdZJ zqMq%*v)oQLKs5Ag^tdQD?ZrReo9#YaZm+EniW}6R1notJsa1(+SHAJs4tnoDzISM3 zIZ^nptWYOU{+wO`x+;8`4k3um<@%+L#k+`Iq+JkuV%J=hOLMWEHBrT7r+8Kmd*E>@+TxxXn+Mp&6PaK2t z`>!Wn*g@^@m6V=QQc{9Lh0|%{;}-$a`}=zdNl7J5&ER?4$LXJE|1{j}*Prgdv9d;j zTMb)GIgkyjw82SEKmrql)}9POL(X=M#^|b!Zyyfa6t(>y!xEG|F7zJ`gf5cn=D)u3 zJPITc4+$&!jepeIdRXG~{!8T!$=|4Xh*(z#JV+AF@7@ z27-vzre37X)RX2>?3r5&BFvLR1B5C1}x{Zg`T+}k}t0u== zn(;D^Wl;(;z3;V(?p*h4NB3&ZHAuL=CD|%-rg#tS&qMHT1_j|%q8jI1w|57SezP^1 zspdsz2Mi?@aGjr=-1ucXsY^b4=yCQ){@JVDi90)o_Go&w#=>kG?)_(^dQA~}gmw)X zUsYdopbe(EICF`OGlLD9PQYY1`POwg@JGVlcvg^h*!^lm^SsM_gB+Q+H+1*S{ZQV7 z21(X4^8sbqvjZQEN3R0kg#G-9{bSu<1t4VT?fd&$9@T-|83M>nWz! z6*)Q?bzxuVVCv`L+}vdqn1W_+I4ZA1BhL_Xgq!J|ov4AS4tZ z!itND;XA0F-Q#wAMhVU`#?2sd)!NAIvA<1iH}2T4a?hXhf02P_&s0bcH0%s#7?W2Q z&Qz&*G)KHd#>Cu#;rW;WB=%)@B5ZtIm6;HWNxjf;xh)W^d#9^ov)qpfV)piIoaX&Y z{Rx~1gxAkGRO)tO4)CPw<#LeQav+iGc20cpG=6pNFEr&q&7vLCg^D}@BlYYgJ9U=G zCND~Q>DXu6(-p>b{e6FbQ9>x!q7|Ufwsm0<8b+<_h*AseIT;6q$HUv!hYyQ#wO{K~ zNCm$h_A!+p0Mpllg@N_I@nzaY9}_qN`JFaO4O>z0@$sjceMGaQ!i?AZViDW$W2#U> zyuN$La(mENy~_bff>6uA^Pav~Cap$yZg6&0+Du0^-|gAi%-6-5{f!$*e~+_|3m0Yu}o`y6{U%w{N&eOUwZB3-q_st#`8R9`xVCukAlZD)(Dl54Xxviz@ zzwWV-gjL$kCxYIXRL?RnGn;mYlU`n3Ih+jeuCA_%kL7;4y522G0DXLluIXIsj51wr zhE)ZDXZk$cqoJca?$7ZrxNVZAx~^cxu^J2_V6NB2eD_*!G%>p|S`x3_MplH#%GGAt z!~CjS&B^+Sfj!?+w8D53$>&-1K@*WH8m`Y!#%1-`E)9R!I}4yOgOQ6!9BD$ntoL+^<*1{Q7umaFgHN-Au%y8zGD-MsjCxyO61D0 zo-794X17}q0^mhlLIO?L{%yaI+tw5n6_t~dE7fEkL^H0Q z?FD}|(Vm^C{^kRWRb!%GD&{rt_Z*o?*PzbNgOzA;vhmS)VHNCb70f|m4Iuh(rXGX~OSGTsdu5E7C3&c1+!^c-H%Da$5aWIjN zXzPoGY8rCiW2+}BWi2hecU^l{rQDc!_Er6rx3~9Yt#LH55=8mqNZ3Gf!IMV|4nZ*L z0x~WVwcv6|tSaTZIeu_|2{;{Q$ETc}f|T>(eeSn?L9OZMN~{dN0Jds*Qc6tApg5>} zi2K%?&EtZ<4ztx$gYz-U#R^>=fB5fW8qAKT2_K>RYR%rz68)HF_cPU$!e`W~1BDv; z$Q9FYB}}C%a0_uJ^>=bVcAB7>u^LdcETvBo-Va_?N)s)<&|O6g2QM1m8sZ>Skvmnm zW7O!YSd$Kn*h*Y-bwT0%g}t5NfP510g#^8N!&NC~<>-R?*gPkTDoajAxjoDWxJGff z48{dLW=ELr{0a42oH}PGXD)69o5GpL_ZdNkYcgumupe;>&oh;K#Kd@`qEJ4>w>b^T zj)-coza0N@))l5ku()Meb*PAO)SUfjMe6>}u4>bDv8gy*;^*rE{O+H`il3km45fY0 zhLD&Sa4&9qit!R~e4@3CDTuoZc-|DjsGqe7%c3|uKWM_zW)Zqfk9p-nbhguqiraF! zt*E-TV;NvC8uf0j<^B%Z(3P(QJarGL*~vO5;mlU zMm^HVOS`aFF!qA&F||M>4Sx3*T|a#vVd)b2<2|JHw>g%@GQp|-;EKkS)9&wV=fSH;-3=(iil~J!g#6zKIl9G_L-;c@i=lB9Hg-1~wGTOwd1Q%GU^P~3EJW>BZnAo3P zpDNKR{0L>*WOvzDrQMvZ4%(YF`lmTnukktftcMz6txu`@NnY#iDO>|;y%Nfr{`Iql zH1&P3RF*cSUR}$OsQAGG!G)$ybsNZP)UEEWA&!!ZP0g{VX&jH9JQ+8ZR!~SdX3_ls zI;Y!!QPPZacO#xBpFUPAKy_rHUH#o--?w`4?ZbqzZ85~5|91wy%xc%+h%}?pBXs?n z3V{?k#?H>>fhkx|09{8~wk1QI`j8;!Gw%;~LHhTPbcZ)AX;fa#7(8cRHXQD!b68YQ7)qh%-+w|OzE-oF^ z%xXPcT+h_h{xlb^8uYYu1PBp}d4y^8}M*jl+|B&0y~OQ7%dnbEyxY<{ZGeYKVsPWOYiGhd6b zk_n6RE_Cse%s2F>6m(KvJXu+4W|oxqKWRXLI0;7hbis@F%N}DWI*da>!S!5=`@GZw zx6&$0zQ@2bL;JTjOT!U5HVGOfWh{|Kg*ju$Yrb^jnndO$pJrC(fS=ghB2L#_HnX|v zwYz7G)5O@&z|opA0o!Og2#cKJF!>P9bMA=bF2>&egkRBFPw3P)WF=L9>Nk#uoHbsk zau5rX@Yt!(s||_3iZ}E!WS?_4IdW^=J_{0eE+8a=tyyrqH>XP$d~9X46PJpU#8c4m zI|-|`71AOqpk1X+!V{ogG%n{Q+AQbh-ZlW{0WB~Pf<8F!0)we-+ZA6|YFB;FvNKT2 zgKBYVmPbrSVtSK)9a^4zYj5<xYE4AI{WU&8X{SW*rl5T zxFJBXAo9h~D=4VVWYdjUjxV{(1lMs}rb7Z64^d3b3U*p=&Io7r)jWi68fSyaW$f5R3UCpyR{oT{8 zgT<0RHuADcIfmZXvb0IJo`)A2tBglSP)6s2h2mGD_&K1HeksDRx>7Q4%_np}5<7w9aZ1_2wgrlixnykhb4;?;s3okfDOPCx&6KG#(&F&628SU&<$dYd$aKV!sm8OgDCnUfHo+5^DemhQ}8l4)SHGRX5bU7@5q2Mxdsv2`EH&z zJy=V|(P>_}QL>?g5YD2TgLp0d{kFZJB9Mi*1!56dE;b3P!(ty{5grbU@MT z*A8FIQO~z1Q^cy_DH(v;ojrx{#-~g{$r{?HcBVkg3i#&pck1ln3zf`eniZQ z9%Yr*c{^TJR#{!2I5>1kjRw{yFiipa`Zre_4ITh0r`jS{YtI4j?9|}Nef#!pmmypF zlBoR*@a822ax^Cz_b1ZY)^-y_!l z@w*g(*0o;9Swp_AtuXp%g@uB4wQU$2vOZVqg#D838>pg}gB)+a>BcskRIsaJNaVx& z_sAf_pyuQI4MvU~6omgje2YXE4Tu+QhO(rOkh&GGi{6$ry!9e0l`5B8lZe*5G$_kA zi$T?!Ol-13bH|V$n-eT}{;luk>zqSELs!EE_bEg~Qo-Uf;vxZX6h}em2o0nxb3PAu z9i5%*pzQM=TEY#9*_m+P zrmb>_i;riV(}cy%V8gt<)Ff-Ij=+thoi@j@3sZ&l0GJe0#gV00H$8)3Jn>U6Lcq)a{iS938v&E* zalT47d<4*^>!7HDGdc>=hOGs?*bjJO!HF%jn5LkltXpI6yS8R36-Lr|y#813nN;m` zvjKc0621w((?N^57RuVx0t)zGGXZL_8x%u8g6bssX5Dz2qw2s-HyOZTvEaVdC^TcX zmztnXvc0{HO~QqdBCk;}I}n%Ww7C>SK2Dg}1R%B)1|_3H4n1DQbbs(OYCb@#`P|Gd zB3X{*J_RXEEU8@W<)QfS?(5TCCW1*of_}&;kx1kDOrl*B2hy+M1~;dlQq=81xF!GC z`Z{}~*>0R%S6i)U3{n1?ED^8mlm_5sDyzDqxcw{Z=JUK{^Em%!balLbd3`-v=WLD0 zy=`om6B)}N7q%mpG-DQJ@vt=vz%0Wpmq+z2*$Hl6)d>hu2ISkvE(8+b;k69#F7~fR zhz-KG3$8ig-oQc48E zP6=hce&vB_lz@UhkIi&>;N8syCuIB$s5sg4y^bZ7PnaS-ynbb`P{C@IRzpr=8;~An zKdU`;$7NH8i{C94z4@LAOFRG%u98#z4pFW7V>{pXo81IKUVz%i^4X+8w<(8O!amG- z*KjEJqkgRmRY#a=FKP=ODrxg~^XR3+*-{6j7xz0ehJkpQeyR`@Q2NrX`w{|b?`fb> z9Hu>ZWZsuXApZu;ZArgkU%$COgUWJ7IA^e(&3ANG-5XSGT+3UbFFH8!3hg^O6rTgF z{RqT@pQsk-X_AC}FDzu9DAMT$;qG!h-rx;0GYvO4LD3(Gs+v~$3yui#%_9v_KlJDp zysI10mlMQwC4P-V?YT|EYm)h6fT!@WbI`*T>!rlI z8-Bbw!te%UdQl~o7h(I&w%X2P?tT-m1|QJ67Xo`06d&GW9H0o4$hmogZA20)5-j3* zX@7frDJ(tH(2JZFy|T=O6BBo?v0=l}5jA%@{F&&ch| z_Zr81AhEM2lKKkJBqNqw<3&30;6MjVXmCV?g4uT!MlG$w>F&-3he_BaR}CuF{+oGZ zF+0EEKP?6yUmRk8`__eb!KSN;Ytig?SJJjzO>u1tXT-F{B$*D=#8}pjbtf#J-9yap z)|REfm#udd<^#dO!G@E?dM{qQ0Ehn7sgvc_6}RvVX~1{#g8e*YrcP!~T%X{k$5aOa zx2wO7pWfEJl=mst<{Y^Y>-fw#jX@cJ1y&8p%6bx%&}zY< z?7HOpc<$@7<;bkk)$Ud1*JsbdFAFT6R_T&Pt!Nm`?}#EvTKy`MD&pn8jw9g=*~Vhg ze=J@Jqb3kjRe4JsvImp|UN`5?o#OF7;7`ask^GYyrS<|`|2dP}>+P=MTB%0mi@x3w z#*o|`U%JVVEzK3IydxTK8i2olLJ6g;-d_c{${0+*zu9Ws=w7sUMn;sNdb#P6;WB~c7o5cmtScFtH*X)B1=k~Pm+aX~1J?~H~`sL`swhh4yq@RNGs zBbby>;_6haI+Jc3fW%}0o&oGh!(kg%!}*N0B^SwC-I^8u4BnX@vUSIPxmA@{0)s)T;+RS`3PHU|-{glWd7~ zBP~9`V|j#rIiW$TX1a*4#E8RYfD-hyLF{i$sk*8&C`|&w;S(S{rl+UZ*4EezTaZNV zPF2qTO}DRfhRVvxWjgOpc%F_(|C=iF2mc+(mW_U}GSe+O-7QuLWD1kQ3L^{p^{4cN zycCM{GOI;Vnijv=^{^nZX=hwKsh@x#%E3!U&y2L0&4TGsuImgkXYJR#sdOTOS{R z4{A44O#p0^kdQd+c&<<*U~@q*Q( z75Y~@#F;!mLszhSL{Z|u!iJ>IZ3#j(FfMt012$E6xmPXtgmJ?gp6a*a zji6H1y;o$aN_t{Ve~|<0=1I|5)G3EM|3p2TTGpc|q(-BA z|Bh-)PAeF`tjJ0Dw@({Gl0h*Uvz4VKYvZ29vacr020rC+{&02JjtgLXmPUzwF;3?l z-#^2;^n3eI&h$g(7s&x_V-S^P*|EeH54$qIyYLsXkoEq2I z9Qe-p{uYO|k&;S#_kAY3S%SmgZG4ff2Q8O3UsNdNeQe$&@%sZK{k=6*Fn`?_f?^OLBO;HCo%I*>S zoINSKY_rqIJI602f<2#uGpTmRGP!J;>s~WyERtz7T`02<*JH{LD8Y{WwetsRsp<+~ zTcRp4=+hqKA=@j2J<~2`e`b8DalY)xX=XjDWW>QWaQ5Tqf_6W#L_z+f=90Fc(deD? z%Y?zyx{r`2$Hw@q0RFoEOY+MH%ZAF-hDs+9y~GE9jI?1(>*S7q_}0eUe{ zrf#v#D%IRWcfZ1Zk*aL)iHP!_Ib3pMQKIUHkmrX*J@o-ulxJpn zBYNBJjGYHt4aK@;kD#K5ExA5-f;f*Mx=VeZvhF_fc8eM}<=4Gdj%(TGhr~;#VZa$f z{^iuYW#(737jv%H)hsDaEQ1lM*z3r6uJ^&~He;FYU?DqlAA*^BN2!e>N~|_2tWL1NB&SL#K}L0^>ZYrEqcO zsh?`Rf*JI%(V7dukX=RSJ`GpmqDVxlFVs3#hv`k%jx2t#y${LLoxbK5tJL~Nkmi`+ z*>U*S306q`QcNerxk-V=xtSLCc7>vbv?ENJAncB$;JMr*5U81CR=cA`%MW|R&eIkn zNCo$@W>0PhhMb)G2WSH6my4Rue_X%^OODqf6gV0>?GppI3x+QPE}5dE#$94FOvF@Cy?TLb6&lzUh?W$ z)3dEgpX4_;^yizadgPpDV=p!?QXu|3(g(Ode>f@i3^4_2d>cIddMtG2}5cUT7&A9h*36wlWBWf84JfJx1K zt+l7l@z&y3RD9cnlg{+zu2i@M>8A1s?TY`ZTixB*ocaS#R9p0LyhCZ7h9|3SM19K9 zZg<6wubP=iI3BN@h@03ga(#RFyixbE{Zb7F*6z+lIMXiMzo}m4ep4`wfAVZMhXciv z`$c5Ujp&?Fc7}yA`Ejc}gLQTm#CCfoT;m+2CJ=eR&t@~B>i)(+TIu*<(Xxl9zxeBZp`O-$f89U2U65+yirLcX&zhv_g1>mGQl1`kY#A|MbmOg*0Oc>Yaz@Ut zN$PQWUgC6hr{maliTp-Dl*sY zM#~qY!8Pf8nJAfzXA<{f-9(qR=PvyVoJsVv!dg}lOdV=q4OFez^Yv7(nJ}^|nX;_3 ztz%_x4c)fW%6d9M+)wvS7mT=tDkSv?ZAMvL7O%#Ndy&Nu+7{HV9-V$}^(M0>w z@`9jZ*Q3rO*V%42>%TgucB5%C-c@>}%2n#dtQjr3?}{1Xsfi-&k4I&%dAAk5ysLzX zI}yuLWXe@cG1FMkJ1w;#gB~gSOik0*YPv@1I=yudOGP?BLTN<70 zqiYPcmNZ|av)@{>X;ekD>|cfUbY47ie1%DOJz8H3C4wo^ujdy3HciiEarF6mQhy4+ zuCYf_3BkB!`Dl>`)x=Bq(@m*2;jR={@<(3zl`^%#V4-HuPJ>_@2t}i6* zq1O7Q5}}}h*8g^X^@R=CuBr|)$gd}_*l!pOZlvbezSG-z1gGxDld7@ftMambzD0Uj z-)x|&EaCoM!0O5>n=m`dlOe$*KHP!lf|)Q$@>8HaUva`4BbOqxw~mXxRa*^)(s%*+av0sY-C zeZERAKBoPNc+3hr#3)4KM*8_4d071YHP);eQF|ip>X>la@pbOx)rHrCl!~uM4H%O_ z0}%ynZxWrM&$P6xk9=5tP#RG&PjP5kn7$#EAl)|Jf&Q-+oJf?wv&MFYt;aP|r1I{I zz%ThFwCDKcKg#*yUBdUQX0K?^h{6p7E z-(ee#IG!{3G?ZqPHOknUJ&-o=h4vGMKZGh^?m~*t8r37>7qD1Uh}?_rt7S1B&KiRT zQ5A~lJ12|>*VCvcV?O-!!44CDHI}DDo;U%KGuEVXc<*rOdTHn~)yvpN#UdI8wzkFY zip`+bpIloIbfrHp&TzrtKQEVDchJT&Yz_5{QB5$9aiHo&3N8o@ci6ubn~7xo_ED1$ zS_uvKqPU_09bXK;rcKY`dtkMSwEB4cB7uTfC@{I#-x2m)>#k*ogM8Do)eRh6>m51I z{|Pt8lUfPN49a(HS<&>d{^%%`*oU|h@k-81+@)W?6nYAAub7tuor8&cHQLmEOl61= zaw3aoiD%bR`_N*;2|M^~er5-|u8v;_&0YRvrB}~gbq85JSbwO;qNyTbS?;oL3tO%% zoIg%{U@D7MG-h@9<1Wz|t)W#D&Bohp^Gh& z*;oN&XI)ZAEKs-qw%9iAL2I z*1p`bQOd7jFW6i?%Rbwmy_Q?b^7+;5&}WT#ia_EQzp;XkA~MwW)Ej25)au6fsMO5= z=6^QT(Qmkt6q&zcs5l>Nv#rjW+&&t2Tgka-litjtd*OP?SD$`fO;wCvgd|nHK+sJf&iSz&&h%|05antG zxF`c&ffM##T2BATShc*xebW^ehII=#z_#a0t92BXUx=xS$WpWwv?#ayo3C(lnXPx- zZgAZVuYMWB)w2g1eL|@#jvtIm!p(ws+MGsV@s#VCxAI#FjH7N~_OP!X zbzygFH=Rh+QaF%my!y8=WU3yEw^9dq;tb_u<==mtNeuqo_|YwY(zJg-ap&Grqns@P zbt8IN3U0*SQ26TA7Bnl`G25QRQ2ohB=7jRn?HbW~2?A=&?C+)gHq1hmzZhQS*_Rzs zA&`Yn<=tav)ZM!OzCw$cjjrio&Z5He(P;6?>r{5DJ(@H%+f3qb^SvZxz~ytG9xW43 z2>M;_@Z^F2o?KvJyQd8qYg@fJ>8BG0WnUnW;lEjRL?8PjzdAObrYxE-k~VjO>4ksY zxE z8;4ZjS5ng7N~t+$1K_~GWUJNt1_ zC}sB5!r)qQwAIU*VYm^feX&>XV@HIBn)Lr>$0p_oa9MB*0zyCY!Q>EN!(nYa#dq51 zr(|IXD`~p^@i(58({_#zL0ST@&_jLq$zgu#tRC5bK%bt$d}n3R*vrMwLJ#{lcCuuk zg19+>nGLFa9UUD@2L}-&mL0a$PM3#9*Jr!Z?cbkT0U8;|K{tRQ00^~1fd(3(wgkQf zvQ75mlamB)Yr=!Z3o<5+;=-@8Yf0jZ!(O&7j-gIhMm@MfW6Q)1XA8wRAAns8q+WzA zwN9JA1)LcpgwJ0B?+}nDE^TjPe#^_FH?JU08rb+(etdk~X3D|uvp6;uot;es>|0>W zx`2gi%`K)H1nRCkq42Al4bH+&wyp(%ID3;CSUbMhIEC#z$`xP+68IdbB1Ep=fC}d0 zbfD-)6d;oZxee#QODJ*3+}QljxBq0;8SNE*d^D@m2jr(D(27BqZ(wUcej% zM6l{&sQhc*y{yMZR|%Jaq2)y<{Q2x%x`5T^l>P17T|fA9wiv zM8&?hWvk8AO|^aC5>I?e*(KVASj!#cQD`gZJb5-7c8m96U6f&0LrV`mWTaxjjIBkJ zzT;@3bPqC%CD)^G%SjF9A7W{6DJ5blF*^bY$@FC&B=2hJm&rt$FPy}lX87EF5W`re z19G(<&=oh=?RG?8BHVo>zG-}eiQ|g}D@Ote6k;!rkdv)XhYuZpji^2v^{5p9PR%#m z#1bVEz>WzroRf)->fbY7j6=?@IAKz&|Iuk5fe;A40^W}WGcepwt@ZpeDgD!uzYR_a z`tURoO&PQBE0eGtHOLU%&~rF*6S z8qAnX^ULvYVA<|>lb1l+!WjcVKx_X!LRp4r;;9^~%w}y`>S|iiLoez8x&415VnyRS zmk#c=bg(`It8UoYQAF^Vvf%5Q0M#12zVv%^!9p=b4@{t-MLAJ~GQ)hchwVJJ}pzZrHEEA2^FF0bp+29Yeb!WYCdm+=Ab zY#%7hEec%rPL8bQ zL-xUc30-LPI?_?J2~41*?R=o~&Nu^)%~T6;v}iSX@|#zHn9wy0r1#3Y?g@ zK=+N%d7PepkxvsD$XCkh;||a1jyoRPPSZTEHoJ7cj@vB*%qY}xmrw=>=!u2hxc~zV ziv2j`B0t-gmpX|I)__9B5EuhMxcu4Q|FJ8a^eVPIgiEZhG|Oq7$6!9Z$lg_5ZO z{sshJB%t*@0byH3RkZ`0H*U8_y9V_jM|1NU+g(dKajQM~yM9#(Rz#oE4cf}`vM*2( z$N@<@;1!Vgbci!DG62Pgq^PQj_N~>>{=NwuB(k!yzyk?-9yVZJzu*0qkzwV_pjDR( zv4V}EjhhfD;JA5!K-<*Zyxe?%WH6b(z0P?Tm>Hh|D;l$QWiXJ(i~ti?R8-WkC0BnE zZv-Fi58F7FZRnL~(9C-9>%&dv^aG-VteIf`_uH!_0A+JI0yPPdfA#Kke6K6Q2z0t@IhzheN{8ueT_iX{VJ zT_2sE(g+C5vMdbW53jb+zl{` z9_jZn@Pjl6ht$#eB~DQLvdo7MPD1BXCdD}I%OHk=iEvIn)+_n6%1GF&!Kn z5H5!z^}j$ip;=>33B-cNAaJ?5&ASrc#4>4=TTi|Po2~|!O@M3C^X_aCp?o;qos9VY z^c6}eaCwHm=5I@JS&#)t3t6)YLLm6{Upg?teAyY_{%(RW`T(0c1qVkIGAgJ3f2)a1Vey--PCY!3XdcHeZk_X`O>DCD9H(nS z;F2dvv08wPMXTDDRIlz!2CxYsB@27R9RTNfPq&JB786a$M zAgUp}aX^;@M2{Rmg$Vdp1ds++*>>Zy|9tAy)UrU6V(@USQQL6}q<@D;-Q*Q62l~KD z;|3BBz#kiLkLKK7u10{+&t}wyM#5#;0+z_-@n2Txv99X!EB z;B^9##d`J1dGe%48~q9GfC|nxXck%Rj>s!5{RP})6~>)U@Si_V5OU)nCMLF-{SyWZ z#v?#-1!8Y2*kyKa;(+ps6R1(^zHGOF_f2Fj0P=f;Crv>3iz;4ry56*eiJBNhk+Rg=#r$s zDG`KAz5)DH>5`#@z$*w$3e`@Cp_5OMi>CXeS@(qj3?BuEv7ia~J2;nmc_0x^IfR|J|{mfs*@1Nj^sEo~seYXm^x;s(S(cOJAV_o6^CT=$zVLnz>m2h_# z5WT;oPJjDi(evcf%Id1sWO2%gn8|3iEFzSs!PLuumF~xnA1?*JG6T!E$xy0rf2wd2 z$a+C?C9SFX61+pB;o<%!$NlqMLghPKMGzNKH2M)LS1>@}fB=V3U*pBX2OvcN88O13 z4ODRKK#l-r+70Bameb|5Afy4W;W6me@#qIuaHiW?o(}*AB){t+1(@;fzkfr)!HrPR zU7v3Iw;CFPPzcU0V`F2m%|(xnj`|b1L&53;^1qitu54h?O@ORH=&0klS*j5r0yM$P zO_Y?Bn6=6S1ovxD>*oi-fV+Z?Yc*5J0AAMsoN1&sQ>DJZzcy0qWO2Sf{})6IzOVmY zdR?C`r+Vx!1FekBLc_G1q%I-CE{ukTPz}Gt1~LVEa9{#SATXC@0?>l+c7i+>Y5ouN0aq;&!kLa3sx%QV zgaZx)(iY>g;YJS^goOA~;e7 zDJSU4uD7uJ#r`KLDRdB`kiP8Az^@(*JdYkpN=n||o(v&s2=xa|0ExWjv7M6v(+J#a z%L^U{|F4j9534!P<9KN^Ba^3#Iu#@HSTU>83Pr3+xpiC2HrOaxVW?xap69%V1VL zJw2g6rBL7^e9UCL&T!f4T9bRJt8}k@bhz^AuK*o}u{1P7gM?VrVjWS%5o2{$q{Y5gfzJVPzhLaCLXyoqq)yv!l&rYJkk0xHATe!O+v7SySO&zk84|GF96#+AyNBk}k5 z$MASZE{~AM=uMf@vTyN$Ud3#sN{a7L*6v&ARZ{#roUJXV%xN)Am9J3{sO8I_k7+b^ zvUcvWv6QF;=dN7N z$2?amKe_zS3RM)UcFowB_Ko1MkPwxAGweVTi93@ewl98aIEsyToBAR)<=n1s?zXmu z*G&QSzB;%ROTob4U<2R!_4Z21oERAy*_raP{^@f>>q_gZgoHo`eK~jT{<>8zE-uvf zzsqEOHS?K7Kr+xeS*4?+qk)TM)Y7Y{igeI}o=i$2*rj8{;`p&+Kse{PxVo~*BJ6|* z6u;4*o1L9~psiO?QFYT9ga~LBJ_O!Z3q>0+`GtdngoFd-!9c=R7=O@Sk$0j6kL42* zVr!Mrd;Z}s2zv`sit_VsMQfkQ%oM`0)MZ1TV*mc<1*dZw&0*!!vm9hR2Oj5am-v_9 z4z)IITNJMZ-0@ zjtEBjuU&Dl*9d0J;qdXPmXB z9_lAi5FDzhCMGyY1giy%+sQrou006Ck4nJ=$GztIhD9tnGWzD*6DM{ov=E2!$=7Fx z+nSo1MjQ-`j9jVp(&Xd<&{&pJWXk2sbCpk{eSOa!*fQAF@l{Mrl{)m}H|2hu1Tvod zS|mM34sP$sp^mBHU2s*xfS(C>WxY4bt`o__uraaWLq<(xiUiYv#!oiy8y$ z2B=c|p$=l+y>fxml_n(xHXfUV!0}#zhvfCc5+Bg0v6bf!L1p*oPYX(NyKAEDff_kE zISH_^6!dl$u@d+Bp<&fal3i}?TWlZmZnuC(U`TUXwCHkv6=^K1?9gz?j6-jJPaKqd zS9a_#hb{j--0y#7li)3UR*boUg&5Monh!DqBsN>zQfDlG)pb=O&=_`M3bh^U;uwjs z0W@ms6sdYax=}7R8i9%SbQYEZk^5BZs$VM#Jgm1?od#hp*!#d*1h4Rc6MyiSU+V_! zz-M11I^%bC+8DYm7Vldl;5meQe~o%ddU`rId3|}vRw(Ueuwo;xs&tbz`2tm64QfD> z;x7Yd21vd-VY{{JI_CZH_a*VAEKgYRX&0GJk+$eqcLDI1z58(`?rc5Ui7d44F8oX{ zYXZQ}T(&H0ZH84CFs>@HU*-EZx6otPbShnnye|X}t9m%;9C;>;LOwUYprCY5r;|<}cw^3}0+ znL{U%cV%K7^b_e`KAxVZ)Uh?&h(ZhB=Caz|{b!}}HYoV|mhY)2A@ySsuCA_*Br1Vz z3jvSvZqKh*Y)qc!5Meu^{mz{LR*syOc%JGF&0_9@$>Iwd;unDLZp_?Tt5c?bVP}^{ zOb!W1xEERiOG&LLciLrB3?=}sh_~mdB7JW5qD5!;J4U9azE`3cFEL}xq45Cw!_m<1 zCu0ItFyE`|XH62}cRa&}`ncE-kwkD{Gn)oxlAHVK>gw`tCX%IwlmB(fBsWtdJ%)7S z&1>eue zTaU|)0TZ-deWgF%#;r1KgB5I5{%QO?OOw_?|T G#Qy*t{c7s~ 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 2a0116fb5..0dd6e27b9 100644 --- a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -235,10 +235,10 @@ We can now run the decorated function above. Pass `print_data=True` to see the p 0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 2 16384.0 38.400001 38.400001 - 3 32768.0 76.800002 76.800002 + 3 32768.0 63.999998 76.800002 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 - 6 262144.0 341.333321 384.000001 + 6 262144.0 384.000001 384.000001 7 524288.0 472.615390 472.615390 8 1048576.0 614.400016 614.400016 9 2097152.0 722.823517 722.823517 @@ -255,7 +255,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 1 minutes 38.111 seconds) + **Total running time of the script:** ( 1 minutes 44.030 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 7ec2a7a10..659489568 100644 --- a/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -284,10 +284,10 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t 3 640.0 706.206879 640.000002 160.000000 4 768.0 722.823517 664.216187 162.754967 .. ... ... ... ... - 93 12160.0 814.058574 406.179533 199.038365 - 94 12288.0 814.111783 415.222812 199.298541 + 93 12160.0 814.058574 406.179533 198.936606 + 94 12288.0 814.111783 415.661740 199.298541 95 12416.0 814.163950 412.149375 198.854847 - 96 12544.0 814.214963 412.971190 199.111113 + 96 12544.0 814.214963 412.971190 199.012395 97 12672.0 814.265046 412.097543 199.069228 [98 rows x 4 columns] @@ -306,7 +306,7 @@ In the above plot, we can see that: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 3 minutes 19.799 seconds) + **Total running time of the script:** ( 3 minutes 20.262 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 0a51bd338..5528ff006 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -458,37 +458,37 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we matmul-performance: M cuBLAS ... Triton Triton (+ LeakyReLU) - 0 256.0 2.730667 ... 3.276800 2.978909 - 1 384.0 7.372800 ... 8.507077 8.507077 + 0 256.0 2.978909 ... 2.978909 2.978909 + 1 384.0 7.372800 ... 8.507077 7.899428 2 512.0 14.563555 ... 16.384000 15.420235 3 640.0 22.260869 ... 24.380953 24.380953 4 768.0 32.768000 ... 34.028308 34.028308 - 5 896.0 37.971025 ... 40.140799 39.025776 + 5 896.0 39.025776 ... 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 78.643199 - 11 1664.0 62.929456 ... 62.492442 62.492442 - 12 1792.0 72.512412 ... 72.047592 72.047592 - 13 1920.0 68.776119 ... 70.172588 70.172588 + 10 1536.0 79.526831 ... 79.526831 79.526831 + 11 1664.0 62.929456 ... 62.929456 62.492442 + 12 1792.0 72.983276 ... 72.047592 71.588687 + 13 1920.0 69.120002 ... 70.172588 69.818184 14 2048.0 73.262953 ... 76.608294 76.260072 - 15 2176.0 83.155572 ... 85.815126 85.632545 - 16 2304.0 68.251065 ... 76.809875 76.809875 - 17 2432.0 71.305746 ... 84.877538 85.134737 - 18 2560.0 77.283019 ... 80.908642 81.108913 - 19 2688.0 83.369354 ... 89.888756 88.628636 - 20 2816.0 80.469019 ... 82.916747 81.369790 - 21 2944.0 81.967162 ... 81.698415 82.237674 - 22 3072.0 82.782312 ... 88.612060 88.335577 - 23 3200.0 84.656085 ... 95.380032 94.395283 - 24 3328.0 83.419811 ... 81.438120 85.602017 - 25 3456.0 81.849303 ... 90.382926 91.097818 - 26 3584.0 84.033077 ... 90.458141 96.579370 - 27 3712.0 85.970176 ... 85.530838 88.170647 - 28 3840.0 81.168440 ... 85.531326 91.777595 - 29 3968.0 88.040360 ... 90.321193 84.094627 - 30 4096.0 92.500158 ... 87.381330 88.069377 + 15 2176.0 83.155572 ... 85.998493 85.632545 + 16 2304.0 68.251065 ... 77.057651 76.809875 + 17 2432.0 71.487187 ... 84.877538 84.367759 + 18 2560.0 78.019048 ... 81.108913 80.511054 + 19 2688.0 83.186525 ... 90.102270 89.044736 + 20 2816.0 81.674548 ... 82.759409 82.759409 + 21 2944.0 82.921853 ... 81.832567 81.967162 + 22 3072.0 81.707223 ... 88.060814 88.750943 + 23 3200.0 80.503145 ... 87.791493 91.888011 + 24 3328.0 79.901550 ... 84.895397 84.695641 + 25 3456.0 81.849303 ... 91.407671 91.200871 + 26 3584.0 84.427601 ... 90.458141 96.579370 + 27 3712.0 85.748791 ... 86.980708 87.170458 + 28 3840.0 79.334289 ... 91.777595 84.292684 + 29 3968.0 90.859224 ... 84.915752 90.994735 + 30 4096.0 86.424811 ... 84.735086 91.678778 [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 1.523 seconds) + **Total running time of the script:** ( 5 minutes 59.250 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 1ab30fb65..da96d2c09 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 0.477 seconds) + **Total running time of the script:** ( 0 minutes 0.482 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 2410fa56b..a6ade0052 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 1024.0 307.200008 98.303995 303.407414 - 1 1536.0 347.773587 134.050910 341.333333 - 2 2048.0 420.102553 161.684218 325.509933 + 0 1024.0 311.088617 98.303995 307.200008 + 1 1536.0 347.773587 134.540150 344.523365 + 2 2048.0 423.724127 161.684218 325.509933 3 2560.0 458.507457 181.775141 326.808501 - 4 3072.0 508.468972 192.501302 317.793096 - 5 3584.0 551.384634 208.271186 310.527060 - 6 4096.0 564.965515 220.412561 294.323343 - 7 4608.0 504.986315 232.825259 291.031570 - 8 5120.0 529.655159 242.845844 287.775181 - 9 5632.0 542.843364 243.545956 288.820505 - 10 6144.0 546.133354 248.242431 286.322318 + 4 3072.0 511.999982 192.501302 317.793096 + 5 3584.0 551.384634 208.271186 311.652167 + 6 4096.0 568.231237 220.412561 295.207204 + 7 4608.0 504.986315 232.825259 292.571431 + 8 5120.0 529.655159 242.845844 288.450695 + 9 5632.0 545.032265 243.545956 289.438969 + 10 6144.0 546.133354 248.661056 286.879370 11 6656.0 534.260858 256.000009 285.767438 - 12 7168.0 507.469040 260.260201 286.242939 - 13 7680.0 479.999983 262.564106 279.272719 - 14 8192.0 462.607053 267.130429 284.526763 - 15 8704.0 417.791980 267.472468 284.987724 - 16 9216.0 431.157889 272.394084 288.751954 - 17 9728.0 438.857162 280.110377 289.667485 - 18 10240.0 449.287041 286.433562 289.811322 - 19 10752.0 426.525614 247.172406 290.594591 - 20 11264.0 426.397479 245.536784 286.676558 - 21 11776.0 423.089806 249.667843 288.981596 + 12 7168.0 507.469040 260.654538 286.242939 + 13 7680.0 479.999983 262.564106 278.850215 + 14 8192.0 463.698115 267.130429 285.352682 + 15 8704.0 417.791980 267.815384 284.987724 + 16 9216.0 431.157889 272.729961 288.751954 + 17 9728.0 438.857162 280.278512 290.027323 + 18 10240.0 450.109870 286.433562 290.153487 + 19 10752.0 427.231788 246.935876 290.922209 + 20 11264.0 426.397479 245.760001 286.676558 + 21 11776.0 422.457417 249.888595 288.981596 22 12288.0 419.504980 254.673582 294.323369 - 23 12800.0 414.016170 253.465340 288.180121 - 24 13312.0 411.181478 252.759501 289.916513 - 25 13824.0 404.112047 257.190689 292.056329 - 26 14336.0 393.665895 254.297107 286.719986 - 27 14848.0 385.245405 257.665934 289.012175 + 23 12800.0 414.016170 253.674644 288.450715 + 24 13312.0 411.181478 252.959629 290.179836 + 25 13824.0 404.604870 257.190689 292.056329 + 26 14336.0 393.215988 254.485198 286.719986 + 27 14848.0 385.245405 257.665934 289.246765 28 15360.0 373.874218 257.790220 286.211174 - 29 15872.0 370.913333 261.626369 289.899545 + 29 15872.0 371.274849 261.626369 290.120338 @@ -339,7 +339,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 2 minutes 12.404 seconds) + **Total running time of the script:** ( 2 minutes 12.441 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 6b472f09e..4fb0e7081 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 ================= -**13:12.314** total execution time for **getting-started_tutorials** files: +**13:16.466** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:01.523 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 05:59.250 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:19.799 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:20.262 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.404 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 02:12.441 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:38.111 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:44.030 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.477 | 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 | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index ee660bd73..ed46ea9f6 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -325,10 +325,10 @@ for different problem sizes.

    0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 2 16384.0 38.400001 38.400001 -3 32768.0 76.800002 76.800002 +3 32768.0 63.999998 76.800002 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 -6 262144.0 341.333321 384.000001 +6 262144.0 384.000001 384.000001 7 524288.0 472.615390 472.615390 8 1048576.0 614.400016 614.400016 9 2097152.0 722.823517 722.823517 @@ -340,7 +340,7 @@ for different problem sizes.

    15 134217728.0 849.737435 850.656574 -

    Total running time of the script: ( 1 minutes 38.111 seconds)

    +

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

-

Total running time of the script: ( 3 minutes 19.799 seconds)

+

Total running time of the script: ( 3 minutes 20.262 seconds)