From 8e1a3b04343bdf4c2cd44ae22f170cc5df9cca50 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Wed, 7 Sep 2022 00:51:18 +0000 Subject: [PATCH] [GH-PAGES] Updated website --- master/.buildinfo | 2 +- master/.doctrees/environment.pickle | Bin 104607 -> 104607 bytes .../getting-started/installation.doctree | Bin 5899 -> 5899 bytes .../tutorials/01-vector-add.doctree | Bin 27862 -> 27862 bytes .../tutorials/02-fused-softmax.doctree | Bin 34027 -> 34027 bytes .../03-matrix-multiplication.doctree | Bin 55926 -> 55926 bytes .../tutorials/04-low-memory-dropout.doctree | Bin 35766 -> 35766 bytes .../tutorials/05-layer-norm.doctree | Bin 34998 -> 34998 bytes .../tutorials/06-fused-attention.doctree | Bin 37781 -> 37781 bytes .../tutorials/07-libdevice-function.doctree | Bin 22463 -> 22463 bytes .../getting-started/tutorials/index.doctree | Bin 19309 -> 19309 bytes .../tutorials/sg_execution_times.doctree | Bin 12419 -> 12419 bytes master/.doctrees/index.doctree | Bin 9700 -> 9700 bytes .../chapter-1/introduction.doctree | Bin 33772 -> 33772 bytes .../chapter-2/related-work.doctree | Bin 62848 -> 62848 bytes .../generated/triton.Config.doctree | Bin 13752 -> 13752 bytes .../generated/triton.autotune.doctree | Bin 14198 -> 14198 bytes .../generated/triton.heuristics.doctree | Bin 6493 -> 6493 bytes .../python-api/generated/triton.jit.doctree | Bin 8169 -> 8169 bytes .../generated/triton.language.arange.doctree | Bin 6630 -> 6630 bytes .../triton.language.atomic_add.doctree | Bin 8724 -> 8724 bytes .../triton.language.atomic_and.doctree | Bin 8820 -> 8820 bytes .../triton.language.atomic_cas.doctree | Bin 8361 -> 8361 bytes .../triton.language.atomic_max.doctree | Bin 8724 -> 8724 bytes .../triton.language.atomic_min.doctree | Bin 8724 -> 8724 bytes .../triton.language.atomic_or.doctree | Bin 8795 -> 8795 bytes .../triton.language.atomic_xchg.doctree | Bin 8797 -> 8797 bytes .../triton.language.atomic_xor.doctree | Bin 8820 -> 8820 bytes .../triton.language.broadcast_to.doctree | Bin 6799 -> 6799 bytes .../generated/triton.language.cos.doctree | Bin 5106 -> 5106 bytes .../generated/triton.language.dot.doctree | Bin 8383 -> 8383 bytes .../generated/triton.language.exp.doctree | Bin 5121 -> 5121 bytes .../generated/triton.language.load.doctree | Bin 12621 -> 12621 bytes .../generated/triton.language.log.doctree | Bin 5139 -> 5139 bytes .../generated/triton.language.max.doctree | Bin 5897 -> 5897 bytes .../generated/triton.language.maximum.doctree | Bin 6388 -> 6388 bytes .../generated/triton.language.min.doctree | Bin 5897 -> 5897 bytes .../generated/triton.language.minimum.doctree | Bin 6388 -> 6388 bytes .../triton.language.multiple_of.doctree | Bin 4757 -> 4757 bytes .../triton.language.num_programs.doctree | Bin 5533 -> 5533 bytes .../triton.language.program_id.doctree | Bin 5501 -> 5501 bytes .../generated/triton.language.rand.doctree | Bin 7371 -> 7371 bytes .../generated/triton.language.randint.doctree | Bin 8016 -> 8016 bytes .../triton.language.randint4x.doctree | Bin 7601 -> 7601 bytes .../generated/triton.language.randn.doctree | Bin 7413 -> 7413 bytes .../generated/triton.language.ravel.doctree | Bin 5120 -> 5120 bytes .../generated/triton.language.reshape.doctree | Bin 6156 -> 6156 bytes .../generated/triton.language.sigmoid.doctree | Bin 5138 -> 5138 bytes .../generated/triton.language.sin.doctree | Bin 5100 -> 5100 bytes .../generated/triton.language.softmax.doctree | Bin 6288 -> 6288 bytes .../generated/triton.language.sqrt.doctree | Bin 5133 -> 5133 bytes .../generated/triton.language.store.doctree | Bin 10311 -> 10311 bytes .../generated/triton.language.sum.doctree | Bin 5885 -> 5885 bytes .../generated/triton.language.where.doctree | Bin 9863 -> 9863 bytes .../generated/triton.language.zeros.doctree | Bin 6808 -> 6808 bytes .../triton.testing.Benchmark.doctree | Bin 28729 -> 28729 bytes .../generated/triton.testing.do_bench.doctree | Bin 11700 -> 11700 bytes .../triton.testing.perf_report.doctree | Bin 5731 -> 5731 bytes master/.doctrees/python-api/triton.doctree | Bin 7801 -> 7801 bytes .../python-api/triton.language.doctree | Bin 67411 -> 67411 bytes .../python-api/triton.testing.doctree | Bin 6830 -> 6830 bytes .../tutorials_jupyter.zip | Bin 76218 -> 76218 bytes .../tutorials_python.zip | Bin 63209 -> 63209 bytes master/_images/sphx_glr_01-vector-add_001.png | Bin 25428 -> 24142 bytes .../_images/sphx_glr_01-vector-add_thumb.png | Bin 16103 -> 15474 bytes .../_images/sphx_glr_02-fused-softmax_001.png | Bin 37399 -> 37334 bytes .../sphx_glr_02-fused-softmax_thumb.png | Bin 23919 -> 23941 bytes .../sphx_glr_03-matrix-multiplication_001.png | Bin 60161 -> 59097 bytes ...phx_glr_03-matrix-multiplication_thumb.png | Bin 34396 -> 34378 bytes master/_images/sphx_glr_05-layer-norm_001.png | Bin 36786 -> 35922 bytes .../_images/sphx_glr_05-layer-norm_thumb.png | Bin 22454 -> 22360 bytes .../tutorials/01-vector-add.rst.txt | 10 +-- .../tutorials/02-fused-softmax.rst.txt | 16 ++--- .../03-matrix-multiplication.rst.txt | 46 ++++++------- .../tutorials/05-layer-norm.rst.txt | 58 ++++++++-------- .../tutorials/06-fused-attention.rst.txt | 2 +- .../tutorials/sg_execution_times.rst.txt | 12 ++-- .../tutorials/01-vector-add.html | 10 +-- .../tutorials/02-fused-softmax.html | 16 ++--- .../tutorials/03-matrix-multiplication.html | 46 ++++++------- .../tutorials/05-layer-norm.html | 58 ++++++++-------- .../tutorials/06-fused-attention.html | 2 +- .../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 24971 -> 24483 bytes .../_images/sphx_glr_01-vector-add_thumb.png | Bin 15872 -> 15684 bytes .../_images/sphx_glr_02-fused-softmax_001.png | Bin 38236 -> 38063 bytes .../sphx_glr_02-fused-softmax_thumb.png | Bin 23925 -> 24033 bytes .../sphx_glr_03-matrix-multiplication_001.png | Bin 59380 -> 59482 bytes ...phx_glr_03-matrix-multiplication_thumb.png | Bin 34132 -> 34477 bytes v1.1.2/_images/sphx_glr_05-layer-norm_001.png | Bin 33229 -> 32999 bytes .../_images/sphx_glr_05-layer-norm_thumb.png | Bin 21165 -> 21081 bytes .../tutorials/01-vector-add.rst.txt | 8 +-- .../tutorials/02-fused-softmax.rst.txt | 18 ++--- .../03-matrix-multiplication.rst.txt | 44 ++++++------- .../tutorials/05-layer-norm.rst.txt | 62 +++++++++--------- .../tutorials/sg_execution_times.rst.txt | 10 +-- .../tutorials/01-vector-add.html | 8 +-- .../tutorials/02-fused-softmax.html | 18 ++--- .../tutorials/03-matrix-multiplication.html | 44 ++++++------- .../tutorials/05-layer-norm.html | 62 +++++++++--------- .../tutorials/sg_execution_times.html | 10 +-- v1.1.2/searchindex.js | 2 +- 161 files changed, 290 insertions(+), 290 deletions(-) diff --git a/master/.buildinfo b/master/.buildinfo index 8aba296c6..4ffd24eb2 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: 812898956dd0e9a6f8cc51a162e3dac8 +config: 6dd98656fe92bcf4cd765d9f8ef78d21 tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/master/.doctrees/environment.pickle b/master/.doctrees/environment.pickle index 58f482020ca23d72512de3ea77c2d9e969a293a4..e81f3e87d8efc955638370b952228e356c477e0d 100644 GIT binary patch delta 10106 zcmaJ{c|era+UEcc3`;slf`FjRxPYuKAhIikaWOUTg2R*i! zW@TQ@ZZ@f9HCp0=Y4*^=XuWlzUTbrz}};( zy+>8n=e*mile%jsHq}F^SHkvh<~X^nfE^#?WEhQtM6aNM4l$4+?2$p8N4D9HTGHJ;quf_h{z1|=(EH^V!Td#wvMSGD<&SU#E*cU@oLCu_I9^KVk}HG-DF(c z+=$U}aJ@wZ|B4TX>KK0!U&;nS?f41sc1$GN5jzsRMb&!dCnlD%v9NWbiY1CAiEK1{ z7CRW;i3x$L69a{NE*m2fTA3$kCxyxJUz$1sK1>}9>*K;<-BJIc7ESw#t|pT)*3jM@ z-__CFWirC$_(T>1+cRP?tIVTwX&YRR87C4}GCz37I~)QM;>4>nvAOnUtT;PnEVQ?( z+$}W6Veo+WU3WTiW`WwHy2~UU$!2lzV@!kWjYq@scBmO2@3Gv}0YefdF&zyWDic## z1R+n}+|?&ci7Xy!yu*cOE-QgEO`h(SIFX&oV%)LR<@gAk5g#aN^pdkPIMzq(Tg|)# z%f)rMKEcyDt6@#v^sTpZ!` zL={eN+#tj9K1-A^l(HyXwFzl<{bl+!UenKh z5WL9A4($oxbDiw4;X_{5&we|~8$8^49Fzal%5Xm289bsb<8%7i!7)6`$(}W+`Q(1~ z%{jiv$!y(%b0>Sw>lCl+XOFMvwN7?y;+wo2S&y>z#|}Tpvz@`?3C+B*pPe|)Tb=C0 zA09l-$)0~;A+L0@7bZN$r}VS)V|kO4oh*2Q8~WKV@9=tJJ@VCiacKgtb_QSkkCmr5 z+28JI<$5Q3$*+zZ``OnY@Iog$wM@@bo$PeVzj||$e9ON@4%cM8|rrML+m7-AiqiA0V}}En~7f?%~@rV(-FctnyQ& zDwItjBJ*zeGb5d4KzinE9E8&SVZz7ChQPa->996?BrCh)hNx^Utj;QcPcqBEo<-Xn z?bR=24|BH^Ig`$0hGAFf%cXWE$&K~b>~fX^h0{9NR5&$lESoQ%&G;-~RlxFMU_yQ@ zn@0$@OnSD+XS$57$c=^fa%0(C=_`{yO-?L4mlwf&)q-l)BKWLT3x@@s?z0xaGnHESVDBi%E3Sf?1zLEucq#BEEi5cq z1?5}|rw;`|Kxr9VDAB@&V-awmv=Wl4wV<872cE0aLd7c~@W<>5sGp^Uo99DdTUiC{ zo2P{-7egUZKL_>~>)_9i!r*!RydBsD`zH}lR$d9q^;)oA3WhJr^)RLZo2$4N{)5ex z)M-RQ3sXVJoNjoke1OCMS^#`JryeF5$HVQb8dyEI3+hV;Bt*~a2KV*>j*I9hU#Nw= zZ^pqx^Xp*OA}tL6E*c6e8-SYzBz{%d4KYPpc&JtbcqGG~1l`h7Y1jtg*sX_Zx5Ly58r>Fnws{f^sW-yy`LdM&G0B$=#i9Y| z^@NY>3m~KsUyBAaxEE`ox>Y02wBy|SE#~kuP8>NRCZppSbgZqPjC!II*4Ai6LLjOr zswS+d7|P1DyM{3udKCm#$zT9vHh03NHaQ34$Z#BA%Ax>J^FrueJV~q!WdZPMO8`8@ zi=eNNiU&Y!OACC4{l-Q~)rpV@9Ob7ii(m-81=X$V;cA&ywCmUqMH+^+8NsJndd5Ih zn+C47mBPFDCY98AL$z@OEU(pqm#GfY@MXXKk+(QJp4|yr-L+lqEc$5J?g~mk{lxynztynY@z_$q>Gt5J?cejS$HXzK0NfpZqYPX@p)N zM2dsIMu_$-{=bAsY49taC=H~{;6IR)BnJPJ5XlSfKL{TrEqEv)k`+9PP%)uoLZl{m zE+JA9Tu+Ep1UC>O1;I^(NImd1gh)B?&4frb^za7=l4Rgd5<GbCd z3DL>VTL{sq&sPwl6Q6G+M5jI9Nr+B*{um)T<@r%Ubinh|gy?YR{~$yMJO79f9qRl` zLUf?>-&Agk+~jG_2YDf^C~w)9a!b%Y`BK z1e^Cg^AOq$_pT>T>W(;@W&-hHbe&9>oZ0Y-vwCUF`oQTj~`Dp+|aIhVAhqlNp+ePp6}SQ?^*BN)Lqj&)kqjVr}b=4x;$| z&nA;OWqXQ2>7gXpckB>E9mf72x5L<5%1S+UVgsoE(AkQfpTH1kVA~7tGn1|UWDs*{ z*>?2BW+h?#OK)Mq&6hT~%lz$U-lhDr_qfBaKPz=sywV02e$m-JeY+t_LpoFVG_}&37v@r1e%7}-*5x)CM2j?%^VbY@}6aXd&*sp^fA0t0Olad0j zeX<1BozcMCy+fhuQ#)8cGNK}A0prIyi1^Gd?(<_tlm$9ic3Cf4{c(A|yKEP)hoN_X zNC<$!D|&Hw1cqO}Vu#2}1ET)d8sO$79qhVh7w?T`-459>1b+HlFJ2mhMfewX;Kv3O ziJlh#ul-vO1;=%e@ugj)R^U6b@7R?7CNE;fLtp8|@HtpM;A=a){HqZa#wvLHHyvF2 z#tsX9H=@c|1L-$)aPm95m^A*stN5xi0D`XTMO!R>)HM99*X?kmM`@^EgJ|H}AM{Xj zuaZ;$qa70dZ6sB2N0U@T$d@`u_}MO+JaASh;?N_0u;CZI(0gJRZ~bByUwF%KmpHFR z&)#>FYl=jvhfg2V!Ok0YxVSM1YJSRxi@(>w>0TWeZrb6eKV;n~SBAjxTYC8C zZ5_n^VHZ2YnQ@?YsTM0Du=+o4+fl%5|7gZeU-lTpcIkG$%k1Lip{&QLUaG~xK&BJ> z-I*PFuNqOhMDOxM8QgJACzg3)_HKq%A0EWkinZ>TI7@|z*FK|liV}ysF!TInofzef znQ_Be4~iL$Sf*xrp$Wn4@6?!m_*>aGsdyH{uJ3f>lrN_LsKJ@YZx}0v`(yfr08F>~ zV|vqG<3Rc2C%(7~TPfJ56N?68cQHMV&~~VhD5A$hlVsA8WMD9NX?-kDTju192ydFXh^}KA^C=ev>O@{ZfNKV1`R1T zG$hy1pjHbZOG*t5$uu;i(F*|GZYI9zFvrrFBxc45O@ z*nAiEpbLAbpY>oh5BF1KdtBIM7Zw>Zuz9Tu)48zGE^Leo8#{pYSoydC)XGgRtlfnz zabd?@*a;W*ybF85g`FJ8diaY2Dfb8+I6_YsmgmA|xUiWnEZ>D~abcGojDEvddC?Vyr^kTf@enIaI@<*lh8B4I7Q-_Zk*~Cd9x-u^f?RU}MqL8(1VdHyYT8 zOxnvV-gQk4#t8|DQ~C<0Z|t*p6=ly#Oi4-XlRKTotJTmZX<-fqeX=WNROA;Yrc9ZL zadE}Kv{R50z^%{d^xj9NONd^_KS5a;*<|ivIF{+*g zspQZ4*&?H!1@|aeR^U}oR*0z+2bA`nJ~Nk^n=-)XoDb@Oqv-*&(C_sv$}TT2&Mlje zkT6M>r?#vX_1u!8yj+~I6m(XOlLrTSbF$0I(VIeEr!%{#D3>O8V0qu{;^`$7W#w`a z`g479i?WMnlsG$^BjOv_uo$IH-x*~kdOdX|al(N5z4h7URKn4wSkl1m4pK_^dVWrr#K3TJq;`vm*aQ?d$x-HR9M3WJ7Znm&2HbmD)32Wz$8> zD)h_S$4sTVRjb$tmAr(UE))Ie9|#=1nk?R;bke81P)XmrR$i{Fy_9})k+~W(m^C;yQn0+v*|r9MZ4SEA`&O}U4NFlex0OoDPit`a z^3u|zIBM20jmTQd{P9C9UdxhI^7e9>v+a@iJ)T*MwbWBXJ>(yaf6pJ}=y0`2=)s`8 z%G{_F!Wq!`cP{DZx-)FOc(eyAmRFnGWCecsF9~;|g<|kJjFMdDLa71!6po*B&pO=o zlEuk&xD6$Xo0KK*IuFn~g^BX@ERjoK42L~Z{_5a=lRe|7(a5ckpHaH%-?_A_v!$WCp+jk!&Nbey z^vkECp}x&Tswzo2@OY;Z@M>*nKyR|c+pT#0Y7LD|^@jT92?-NWc+t_wSA@BVSGKS~ zc|h~kj^ezd1&d4Z_5Bt$EJ!wb&z-s*QVo?^*j5%CDucaB(6`ml)n%lp2+iK(5jg5U+?4(P=c&sr- z4B3I3WQOS8jvsP{IJ%uht54ra6IZvhc=g|$G;9YZ%@%WauxKw@Dyt;~VyA^tk6v{o z<%qvx6lK`O9W1hFQUs25G(8gOkwuTG^vI(}K0Qk4F^(RQ^cYW%B6`HpV>&(3>5(jE z0>f(=u^L#adat9o0&xca%#9Q0)hA7HAInxBa0J`L?mpZ-+Qb)qEMI-t;jIuUJK1#g zAt&9iljW(OcF;WW{!Xm_uTC1gi)E;vbkWU91ql#h(?EC9tNK9Kj5+ PO|VS$DJT6y~dpbyhfP&1R2n+(U%8mlE2*@U`!w3i*U_iiq0V|WyQPBrI-O4h% zEmt$OscgBWZPU%Vx7%{NW{Y{P{OX!nwrlo1&w0le=KJIO!}C19XFKP-=Y7xl&B6PR zYwka;8GO=%uTE%9IEco8-+ySpuA& z84Pb`1h65&^4V0l67L2pq9afvNB?nOxIJO2=*neo@O^ZGFch&^m&QhsmCh33w)lzA zooK*+Q^ct*rhzA-X22`aQ^frnn1_os6iWm_c8oiVgX1%%h`uW34HM#KfJ^)o5!c4t zg|&z!xme?2UTlOI+sS<4<>;x9)rz^&2B#KzjyCpo!j(t2HF8>4+B7a!8b=UZjq#_5(LF1=VY*?Gd^J`i zPKEv%?$mdb?cu~1UHTeEj~Z2&d*-!=_IMi~;w38b`Nx~QQbo6v9Op?Y8r$5=XRFB1 zeFsk+Mwhnp1u7bM{2QL5BL6dw@H`cbU;QWE)~CXNiW$6BMS@8;|y0}t|Q)fxGE7hj^H zX+0slNkvhaIzDq4U3!}5t0-DL%QI9IQ@WEEsK}uGlot&nTQW}@J*v;~@MBZo;qz2y z?8P)*ucGPZeY{0QN!fSs(qZ&>8}C$6a_w7u=`i|w8E;fkiuDZ7RZ(i#IX(+fpR)F; z`)hfj>P(y7!;6QJeLk;MQTo(#+%$~ddz~*bYWkc3%`4Jkk-C=rq=;%RS37gZ8dD2I;Ybes1B)5t;GXmYZ)(%%dBJ}&^DvaYLkgWP zLyuVnm1i$0p=r&WeIC_hi7AM%7|-->-@vOLJlo(G$A%iztNDprhHL14@dfK%DQ za9d6>i*cF#POt-o%%dB!%0WaoFWp%P`238OQ#v%heSzusGBnr(pu$iQ>eA#Bmwm`N;)WYF8 z1~yM>ZLY!}Nmn_6%yGO&fR z+*TY!vW%T0+jiMzN#C|v1~8z1uC&#_`JySTO191%jYC#VXLnbN$vo7O z*TdUjcX23dfaAp%;1{lgZ`MtO_e<)aevuB!OIN_Yr8+1Y(1B*|QmCxd!C?^wkIY>J z?>6b+gZn2#LD^zhQ>6!cSugysLL3H{_D@2g zvU(v5*6LvJTp(Pmu7a2b?62l_xT_7v+MuO_Spz|}tH5p=VetLJ4?eDK1edN6#&z>o zf&bzWhN!w#@Hx&;t#cL)F*wkIOObHTf(F>ssDlZYqo8DA6S$O(2>g2CDmaLSdzNYG z)QA0xR)bfo4&r{+68Uh2BUgRk@fJS?m=_nosdDR*PrR{r^T;RrbNH*$3y&s*3{QS$uB^8!PL* zUtbJsmMMXf-H1>ZMxo=x0pvQc*_01Y;*L&PzlX%2UO#N{?X6}LCr}b z(VLCKEI%0A=n5Y<7Q@UMd^4IXkcdgfcCA9Ae3o;l=81T^Yv35_Q<`MY5tJ#8ZDO9V zu{j?mnG%6$#*OB7m|3pdH=fbl7sIv=orv>ievsYT10OdeiX#(nc4}B2nR2D0 zb-@_%X`3HB#!KO|8cO#ALt7hsV3YxX>_Y^F;v_$9TME3BjGLixu1<96*;w&eKaL`# z!wgTfO3M_O)}e*ZJ1QV&el!@(Ti9}VsWcqiI~(BGLV625#NlXmD;(;qg9CLsaj1rc zfWAu$m0j~CapBWlM~#xCg%^=VgoV#1jrLjIL>ld*yoWR*DSR_&v@!Bsq!Bsc`$?lu zlpiLojkIS;BR;}kCyjP4{x8yqhwuxoNE{>y;op&w2nhd!G$J3|*9{vY9z2*dA{~4h zY3Zb;kVagC=aWV}gIAG89D|!kBYwdntnHa^N zB8_+ie}y#S5d0m|h(GXiq!D-E-;hSUfnOtyI0N_8U_*R?2arZwfk%)=Jb}+3jVJ=o zC9Rl<8!so7xB*{68u0?&MjCMfzLqrN1AHrK#0B_X(ufD}2T3Ciz>kwg$3H(w8Xf)o z@1)VO&p#rKj(q+VX>{E4pEaYFj*@3RcXLNf=R6-r8lCZcGHG233R(@D|V_OINaC{e4+6veXU zM<(6~!INR^KpJk~UE=UW%-FnsIwMUBk8Ic3KHpI0KwWoEvY9rOGN}Ge$tW)khLrv) z$oXDxd%S-dLq!W=_Ar~rZFLHu0zJ?#{InhFK2iF6@Wd8K{Zwx& zeI|jSqJ>@0zRy~1jn4%zr=D%cpKnzHqF;C$1FpTW#YM*NKJ_lezjT`moZZ@qCvXRx z9MIdod=*#h{GoiMeH}FC3xz+J@T|3<&ddK72WqmV;k*2kM z@)mb!b^loJ&^~{Ag+p8Zj<<^vciVdviVch(Xl!4--{goee(>#0?MxdJ_yg9AEWj)R zb+~4y&)OmUoEbOaF1U714|_hgi-s_auz%7m3MXU4;!o``@VOaDK^t^`p@-1V>|&fd zMl7k(!|L-@;&*q9x_sU)_D({pdcFtM`a#KsDzP>c-7jCTi;F>)K0oLo>nl5){&0lzEIRM` zx(XgXs|UaT+Tlo_QoG>NdZ@o$zTxo2CA)ai3&%6z@(|WjnOoKcdXn3;iJA zN);3z(8JCvc1V1{Jc5E~;hXQO!0(_Q8o#%Tr2$xK1RpVq*@0Ly?gu-3`ARa>UoBE@ z8ZIsNfh|8)!Qku4Fs}b-hco}B)LwY$k{|E*|0$)a;deVsy>1>!U5w!QyB>bOVHYotV{`U;vj@ea z{!G93U1k@VZcK?)*^5z3(=fd_=)&yq(+_5(E>Zhjk?fxNQ7=}zV#*^^mGu&b-Pk6v zF%pC4YA|@yx|_>5O&oH^jAI+*ki=vU^uGKPO)Olj_C(L0f7Xl3o>=R9E$b)pvs|3< z!#Xc|W8@c~nUVTT6%%|h^7MJV81%)+_agAgj9@}O;^Hl=O1v-y)0U3GfNMdl&%um* z#8YF@cP#W=EghCVg@T#G~X0<(nWedNnTDLS zXbTJ3QdgPrMhWv*Y?sT}dPQ4T$zE~+*RSP}h(C71<*)T8GHcmA%GFnitE7)5qa}AN zag)Tc#8a|HL_`@&nB#@jVno_D~ShLqRkT1#vtSMDS1$ zyF)?L4n?jaX3^CbLZWmi=(-05aXAzwMG%WaL=+AM@i!Di-cS&8LqW6+1#vbMMA%Re zTSGxq4Fz4vpdgNhf(RN4WM@GniJPGyVupfPS&1*t6rBs%ES4v13t2R473WAS7v76l z2%9e=7vbxdDZX9AlKW^W2Km2zXC^o2X2bSG5pguZbgTHZnatrJSU zMXA|JOE}19-h>imIH5b7(49^wG*Br+lON<^PH3_d3U@*~9cVr+;UM3oLPGC2p?95- z{{*E&dd!3TRwp#x2`z9!cRQhbhEX4uxpx>M+V6zUJE8EPk=^T@klqPJIH4&{XzB>m zH^?JLz(L;Wgu0y23Mcfm6FT99o^e9YI-%!AqCWooNXSPAkDQ^a6Dn{*g-&RW6Do2- zJDkvY2clmsgFN6rPVmA_bRyZvN*S9iZm(xkP#mgf(^!Xizn(>)_^qCWq6jjv$;>D+ zOl&HOMiUE1<5m-!m`!_`)uW-M$(#@upE^`BYwM8Jy)<`jd|F!kklg94?(L=y2}@?9 z(<`^8u%@UiJ}q?y`o#qk(_u;XWmwWEqL#5R6eWsiSB$%s$q<_&{=JOpG35F(Iig7o zG9kM`rY~#2K^w(D1Ir1Z-|~Z2ud3YAx#eXzw)i2uP2{u1xds*(MWaS%W&Ui%nJk@( z)x9)7ALCOLlbGDd0yMN$<6yHISzw={%L4Ajl_eNDV??&ctU3AAUFry%`aEa^j;=>M zg<-3AX>N6OS$<_gTwJ2er@jWQp7YB~3-a-arJ-?Qq&zs#Iy<+r8m(z$RgJl&rTO%5 zN9KFymdz@!sjQZZFdXZZUz%H1SgsD%D5f{D@i9uD-i4LrRaG>U_=FMlJ*sl6DZ|mH zSkc684Nx+?W)~HgR8?2zraBVD{w5ZP%kgv*dtx#D?P$r6JU~&<cF0~7`AuqfymqM&|Jq=;9Svu$jVC~wC1_t75aD-JZX3|1#TX=XE7 zvj}Wqm0~{G4Xw;W^tG@8(PF*{&mv??#N<}CkTsF;7lW;6nyKjjB|Tpxa8}1M#CFaW zW44UC&e2mOX0@@UEKMA2!_R1*_?ASy$Y@8=A}sB!jFpNrggQk;2a2VlyMt9Dw|kvX zuJAV_nk8DzSh!Hw%~-5hM0Da{YDIr1rkljuovc~}wBUf_x-chOZ0uqc;@NI?i}&7Bk;<;|j;Z!7`hvhIX>UvlOn=Af8qDK7I z!=6AIc%&C|%7x2Hwr~ucHTZbx1VE7~+E%hsd6j07%V?3SI3O3%BG+(0E}=!PphYgA zMXsMkE}uoNo<%O6MXud|%dyCtD~qH!7RhidlHd$T zeq)iBR2F16#!;gNB)hRla$}L)#v-YWMKT+UBsLbwYb=u1SR|{lNK#{woW>$AoGg;i zSR|jZ$frDj57~b;o5xbb^3^N}#l5Rp0*bd+v+4ML|FN3Q(8xSw;<%eeKaIRe43Jp)3wc*7bM@daP8>BVk}nYz zYw@#b5<5_6F2^)7Os)Ei&GUt=sKp?$VIJ@N4val%vQ>+U(Y6Lt79a%LTLBB-D;0Jbe1Ixq@?3)cZra}?35$8q>mN%$@R+g`!-NqUy zzAIxB#H<0|ENreaoJ5o2JVb`y($n3#%GA?qT4lm>EfG&6@#;2KsZ4yfOvQPJ z;gtDy96&0KBY|cf$QJCgvU0XSRFKFK2dtPT=dGmSw8P}D4*pj;GJX<;@)v_s%20iK zR`&L^HLYsuR=TEhjdv;I^6GAC?C2y`m8=|iyhm}kw>LGRHN|0FrC5EInVMS~O^vMy zaS2Gg=xF3?Lq>^LcQAi>K=Tcbbl%;D>5_bXyMv7nke%Lkv$lh(A=wGp$pV9=b3k!= zx0`x<%`{eIC)_B?cd~#9vZI|!fM=trySGU)5_I>WJ6O7h9Qh`5L+8rwUP(hR;5c@W zBm?gLza1dIP^Pfo;c4#f?CFt@DS^7av6GDtlBo|W0bb3m-OEhvI5d1(MiIM<1;$GM zUlhM@$IAA0Q`bs*KJ-AP?=k7)uh6p07rnb!sptLp+=wBSh&OhzIDFlH+r^?iA9h%i zMC>4&;ZASWpmmza+ReftHq*oB&LRG|BP3PaH;9RO;_X5F|3TAtGY@z9!_%tUH^_qE zpV?j%{emMpPo(Za;Mc9 zv<878FPN&n=14G#qv%EEb#@O6FD(ki>BUl0KutI`rPM@IlSxfHHHp;Bq9%fxNNUQd zNuef(nwbLsq&)+_#SOsHJ@0dLS0YZ~pR@5Ro(S580KffOo Ykt49uUmeaou}iRQ&yy(<*4$jDI;Z&sFMoRP9Ql5vwL08fhtEdT%j delta 21 ccmeCy>(<*4$jFgZZj@<~m1?{>l5vwL08Wkv0{{R3 diff --git a/master/.doctrees/getting-started/tutorials/01-vector-add.doctree b/master/.doctrees/getting-started/tutorials/01-vector-add.doctree index f7bc4d7740817200ea9d8793578d95e7646eeb03..cb87d41dfc2337240c82445edbaf9159f361a25f 100644 GIT binary patch delta 206 zcmcb1lkwV3#trt290l=aWl6>vDVyCHkNb#N>KPe;fP#X8A&fowZGg3?nX#TF2v`7R z;Oxn^f%zOJhI+<8V6^$ApCBW3Jb) LAbRuh5Pk^&cc(W3 delta 206 zcmcb1lkwV3#trt299iW?nI>7O#+%(4kNb$2>REz;f`Wn}j6L~nfVHT(nVy9K5Eubv z;Oxn^f%zO3CVC(VgUv7f1R2?l^(+hx4b3Jq2Hc>gVL_ASf;TW*nww0%7<>v$&kIol L(VLHl@Jj#ye2_OK diff --git a/master/.doctrees/getting-started/tutorials/02-fused-softmax.doctree b/master/.doctrees/getting-started/tutorials/02-fused-softmax.doctree index 13785b72040aaa72af0d13e94781b545d772c852..9be067e133dfd8f147451e0aec1f5358c6c9aa9c 100644 GIT binary patch delta 337 zcmaFe$@IFDX@fl@M?t(#h8B}2Bq@jj%>qi9 z!*v*#m>C*PJ_^)fX>Mp}X#mqOTFhLfX{l!VR949!gppyHO6rj}*~lP4r8h#Kh`nphf} zn?hyGOie8<4JRK3>M%7iGdDGZid&eOm{=N3{*|Q5VWDSfZV0q;vVO9}nA_vWHrz;urQx2o_hewx|6E{VQps3dnN_|`<_=Z diff --git a/master/.doctrees/getting-started/tutorials/03-matrix-multiplication.doctree b/master/.doctrees/getting-started/tutorials/03-matrix-multiplication.doctree index 64a019aef6fceed398e03f745998544009013b5f..85e61f8e42c4df6ad7d7ebd7954ed13a96bd5117 100644 GIT binary patch delta 1784 zcmeHGy=qoL5G4fR<08f?L`h(a7z<&To!y-u5G(}|3$a&%h**h*rRl8f?i2U~2EM2X zYK)Z@;%oQ@DaDhUn|RY(W^QxY**SC0nVrL(#lxM&?OO}8=MVMeW_kK}etTi<-Le%{ zwUme`rBp~vow?`TJ2R)o#%BG`?K)E`UKyGF-Pbdtu*}ltclRDGtO$ifZ90Nzp<<%h z`%CkU`z=e&GN!ChRTf9TNwmPJd6O=elyV3Yr=&qy(D1Z2lQgr^`kS9Nmm9O@I>Ne9 z4RqoD&-}$|t+g>ylkh^gT_NSoPFl5!?<@sp3U;m1zxtfEN`?n{QlF9sl@`Uk6L1sH zdc+ZBEXt?;p^rgtATJG^LJ(j1WQ50LVN%b6x`Cr&U99G=LviQ0~<9G zjj_@~d=1|qr8s-TF5Q}2F zGTD3RMyPe>Qp(OGhS6$a;<=)Tc?XmdIF?*es-C$j(RnUJRE_j@`}oNwh=@j+9=2(w z!i2T`nY`Erbs|}mkC#cVLMGDQ9HwoT>NPqnnL$<%1!%86r+p}h`cJ?V4Xa3p;Xs2r z#b|-lU4-XAI9F5E&~wQw1W{tu4k2=#xzELnq*c#zLq<|#PHpGQ#;w2r4jl$Z3N8B# z$RQHjTxj#C8)Vzt_c!+uir~DKOSWQU7dd#~V5nTWX&@0=Up3GaG7iNCF(s3mW9YtQ z#<2`S9vmW&SO)$fTdnAjHil#mpus|FyL__ysAfPhnU5))u@?@yR5v9L%|aXX4#PnT z1J^)Nrn@pn6)Q(lDz;xA_V(GtrUU8$M_B`930aoREJjgTLc*8^dF{zYZ0ss|?Ae@b z;03*y>m@5PKm554v@O7&ld>pS%tXF4sVyhEd foXLMXvG14SpF-ZQpZ=J=exL3RugTSK&#wIi8#8FN diff --git a/master/.doctrees/getting-started/tutorials/04-low-memory-dropout.doctree b/master/.doctrees/getting-started/tutorials/04-low-memory-dropout.doctree index 6d9836b85fa0f9e39f59b7db1312dacae1b290e7..257ee129fb4d1ec66b46957d40016878a426bf75 100644 GIT binary patch delta 23 ecmdlsooU;2rVaLt90l=aWl6>vDVyCH^Sc0Omk4J7 delta 23 ecmdlsooU;2rVaLt99iW?nI>7O#+%(4^Sc0Nng~4r diff --git a/master/.doctrees/getting-started/tutorials/05-layer-norm.doctree b/master/.doctrees/getting-started/tutorials/05-layer-norm.doctree index a0ec837c8683c573ba3c77bcda7806bfeaa74349..6db49c66aa076f86aec9aad45a27215fc5cbd746 100644 GIT binary patch delta 1378 zcmeHFy=s(E5G4U&^GRZ&*)`%KpCFn-uJb>0s~`xL)`}326p}_wVX=)*U=i*k*sBmo ztEJCi<0GWEa_(*(!XjTabD4AIocYfA>H7KU`uBsi$@@e5_=eveojqUsbA2PQL=cO# zCz}UTi{dPfHjd0*0!2jI@vZ$`D&igvgTxf7Uiz+@OL#Vo0S3OY)E zl&m9^R95qh9AE=tpEq5t1}Mg82yJW1(@2X>;fdgo5?aBiy}L1=P|@%(Zj0&s85gVp zotG;YOBhsG3dtJv~ZRAy?3LxILfLWCBPf$1{nP z1?VONr4vN5C6zL!Tp^}zFJ**UbQz8%4;WtC#rE9|gd&yLsr{YJM=6%RxnBgiq(1e8 zbEGBEAZssn_9tG@QXIEWJM+h0NI^93+&!5n*E&$j&kLrR&U6_Kh4%HfIG13k&K*Gg zCqadQJOL6COMs;&VC;|5Q&A=**~i%AUOa4 delta 1378 zcmeHHy=s(E5G4U&^GRZ&*)`%KpCFndT<`qfTLnR|v{nQgE!;*-BW&XnScLls=~W1% z)zW9M@e$HndG4+cVUelsF!P;r=FIS2oNiv6Zhkx7m@Gc>J6*h$^Jg2suWxxtM9LxU z@%HhwaB_soIErWz53$k~w+{C$1=R8hk`( zMmdjTFnA)uqutxri6#bg(e@GvBPrRUechSAvcz1nLx2+Aj*<-ogwaX0LwSuvl`LC_ z=TwTZ>53|O*Odo?%+cM})EPKI#@u$MGKHR^DjD*mL{h8B+WQ;xiJ;&Fh0E#usrPS6 z$CWC;t={=0C`m36G!W9UL|$v+NJ1vLcGL(>FjBuWH<0@6IPBSrjvGiAnY z0Ln;V?eo3E3HB7(3b#*t^CL@MYxdq1o@yYofiV+F;gt}@F;oy{XMF0U^8dQZ^X0*l7uO8Gi`;&E`1$Yk`Q*X+b#`$w`wO?_Admn6 diff --git a/master/.doctrees/getting-started/tutorials/06-fused-attention.doctree b/master/.doctrees/getting-started/tutorials/06-fused-attention.doctree index e385601d83bce704925b5cb9c06ab6b1d72d44e6..173e8c94b68fe398353ea46124cfc0415bb6377b 100644 GIT binary patch delta 42 wcmbQboN4NErVaLt90l=aWl6>vDVyCH`KlR>Cx_LX29ip(>Ws#ly=uM105*vY)c^nh delta 42 wcmbQboN4NErVaLt99iW?nI>7O#+%(4`KlRBCx_LX29ip(>WrqFy=uM105Y}>u>b%7 diff --git a/master/.doctrees/getting-started/tutorials/07-libdevice-function.doctree b/master/.doctrees/getting-started/tutorials/07-libdevice-function.doctree index 3a00c7521f1cb0bdddd42947317ebcbcaccadee4..326ffb04b7008be3ddeb569b3464cf3a32bf1d0e 100644 GIT binary patch delta 23 ecmdnLo^k(r#trt290l=aWl6>vDVyCHE5ZP6sR(=k delta 23 ecmdnLo^k(r#trt299iW?nI>7O#+%(4E5ZP5tO!y7 diff --git a/master/.doctrees/getting-started/tutorials/index.doctree b/master/.doctrees/getting-started/tutorials/index.doctree index b81bb3e51430d5de13ff6602acd213323ea81e52..5923115beb88d99f7534d17bb7f9cdabb381262e 100644 GIT binary patch delta 23 ecmaDmjq&X?#tlA<90l=aWl6>vDVswWCA|P~oCs9_ delta 23 ecmaDmjq&X?#tlA<99iW?nI>7O#+ySJCA|P}p9m`e diff --git a/master/.doctrees/getting-started/tutorials/sg_execution_times.doctree b/master/.doctrees/getting-started/tutorials/sg_execution_times.doctree index 485b98be28f9ca66c76231e8971896b9a0b203b9..1efb408ffbfbf44f7eafec9bb843d87c5e26cdb4 100644 GIT binary patch delta 209 zcmZopY);%z#K=()Z&sFMoRPA*iqVvj!`M*I*u+#zYjO^=)Z~jyZc;FTDH-gsQ!?~> zI1SCMAYz*hnG4v&&GgJIjo^|7W>&^vk)Wlp%YjO^=)Z~jyZc;FTDH-gsQ!?~> zI1SCMAYz*hnG4v&jrA;zE#Z;|W>&^vk^V=H5@$mT0TWh|nW<|YU!Ln{*#J)p?uc=6dR!lnob11kfd9&^*pyfS4X0HHQG A=>Px# diff --git a/master/.doctrees/index.doctree b/master/.doctrees/index.doctree index 5559c7fc104c4054210ba6a68245ee979b0a977e..ab2b11f9978be2a9326f064cdbe7d64131ca7328 100644 GIT binary patch delta 21 ccmaFj{lt4iJtId!yjfY2aYoAKcE(s00A#)hF8}}l delta 21 ccmaFj{lt4iJtId}xlyJ`R;uylcE(s00As-j1poj5 diff --git a/master/.doctrees/programming-guide/chapter-1/introduction.doctree b/master/.doctrees/programming-guide/chapter-1/introduction.doctree index a8fe7efa41a20e09b038aa608119679336f028fc..05c8c6d1f428491fec660e4fbf64c55889631753 100644 GIT binary patch delta 23 ecmaFU&h)08X+t0*M?t(bk}G@G$ThryjfY2aYoAIx6E3Tdl|1F3zTfW%fx|DviU7@fhYiMb`>)K delta 56 ucmca>bk}G@G$Th=xlyJ`R;uyjx6E3Tdl|1F3zTfW%fx|DviU7@fhYiA%@nl& diff --git a/master/.doctrees/python-api/generated/triton.jit.doctree b/master/.doctrees/python-api/generated/triton.jit.doctree index 2ef165e060995143a354848fa8ab21c2178327dd..cd801550498938b56dd298b7f6e49a56ddcdb213 100644 GIT binary patch delta 57 vcmaE9|I&VgFC#}myjfY2aYo8ye`c-C^^7MFBAfl0|Fa;=r*GcNp(73eUJ(=( delta 57 vcmaE9|I&VgFC#}*xlyJ`R;ux2e`c-C^^7MFBAfl0|Fa;=r*GcNp(73eQI->z diff --git a/master/.doctrees/python-api/generated/triton.language.arange.doctree b/master/.doctrees/python-api/generated/triton.language.arange.doctree index 427a5ade1a3b94346461604fee10bca039e9eca3..3bd8c4962e303b00bba01a1beb364fdf06b6e99b 100644 GIT binary patch delta 57 vcmaE6{LFYmDkDchyjfY2aYoAIKu)dA(;5Gvh?Hy=WU*j{tJxgLIaL4vR@W15 delta 57 vcmaE6{LFYmDkDc$xlyJ`R;uyjKu)dA(;5Gvh?Hy=WU*j{tJxgLIaL4vO9T?| 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 79aeed2ac213fb39b252050951d32925f583bba3..72f397b43f0386f826c0b5a48bb724e67125b0d0 100644 GIT binary patch delta 57 ycmbQ@GR0*>HzP+uyjfY2aYoAI2h3WV_cBT|!9_MdV1CR7=KJ=OS delta 57 ycmbQ@GR0*>HzP+@xlyJ`R;uyj2h3WV_cBT|!9_MdV1CR7=K!~jxf6W#y- delta 57 xcmZ4KxYBV$HzP+@xlyJ`R;uyjTg+OU_cDqy!9_OTVrFH7^MLXdo8!5>!~jL?6JP)U diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_max.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_max.doctree index a541d60d6806fcb23ed26fc9c4d7efac2cc8d8d7..4532a4d8b7c44a477bc6739b0989d6ba77f7a167 100644 GIT binary patch delta 57 ycmbQ@GR0*>HzP+uyjfY2aYoAI2h3WV_cBT|!9_MdV1CR7=KJ=OS delta 57 ycmbQ@GR0*>HzP+@xlyJ`R;uyj2h3WV_cBT|!9_MdV1CR7=KHzP+uyjfY2aYoAI2h3WV_cBT|!9_MdV1CR7=KJ=OS delta 57 ycmbQ@GR0*>HzP+@xlyJ`R;uyj2h3WV_cBT|!9_MdV1CR7=K2LOB%6YBr~ delta 59 xcmccZa@%D?2O~#TxlyJ`R;uyl352LNtz6Kwzh diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_xchg.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_xchg.doctree index c127a98f4af3cc81d7cb3a198cb7109d21346c53..bb4df39d4f5ff244689e5bec8250d4276903f5d4 100644 GIT binary patch delta 56 xcmccXa@S=;A0tOWyjfY2aYoAI=geB04=~Cz!9_MdXa33t=K-+$hr|E7f@OOhzXrIB)VyMy<&PoB^9-Sr)ROh;BCEj28p|akUd^ diff --git a/master/.doctrees/python-api/generated/triton.language.cos.doctree b/master/.doctrees/python-api/generated/triton.language.cos.doctree index aff970a868750fcd4615adee09170c836a5996bc..d1f48e1f921f60c40fdcd6ba5a73ec5b3c4f618e 100644 GIT binary patch delta 57 vcmeyQ{z-j9JR?UzyjfY2aYoAIZg#EB6B%Ekh!k%A%shb^u4Z#LdpZvQbtDw` delta 57 vcmeyQ{z-j9JR?U|xlyJ`R;uyjZg#EB6B%Ekh!k%A%shb^u4Z#LdpZvQX;Bn; diff --git a/master/.doctrees/python-api/generated/triton.language.dot.doctree b/master/.doctrees/python-api/generated/triton.language.dot.doctree index c7dcd955be20d5af5c228e8fd03c3e3e2ffa350e..36b464c48f17d470197034ddb73b1243b3fbef3a 100644 GIT binary patch delta 57 ycmdn*xZiO@JR?UzyjfY2aYoAIJ5W}eRsSF?E*dpZvQNbnR> delta 57 vcmZqFXw=vc&&ZKgZj@<~m1;bB7Q5EwiHt8%L<%>5W}eRsSF?E*dpZvQJslI( diff --git a/master/.doctrees/python-api/generated/triton.language.load.doctree b/master/.doctrees/python-api/generated/triton.language.load.doctree index 374023e12562f7a1ccfe5f6a326060e612d32c9b..9b01eae9ac009c3384a02ada6fc9cfa45293082a 100644 GIT binary patch delta 56 ucmX?`bT(;2A|ppZyjfY2aYoAISQf3xlNs+K3sh|Wz?6zmvN@LJgAM>;J{0Bv delta 56 ucmX?`bT(;2A|ppuxlyJ`R;uyjSQf3xlNs+K3sh|Wz?6zmvN@LJgAM>yl@w?I diff --git a/master/.doctrees/python-api/generated/triton.language.log.doctree b/master/.doctrees/python-api/generated/triton.language.log.doctree index 1532d0518257bf667a7dddb5bdfeb9c84b0eae1f..4b92ecaad738e040a2abe7f1e0a58bf363fc1685 100644 GIT binary patch delta 57 vcmbQNFjKnRz2KT+QY+?CCrJR+JRK delta 57 vcmbQNFjKnRz2KT+QY+?CCrJO2HIC diff --git a/master/.doctrees/python-api/generated/triton.language.max.doctree b/master/.doctrees/python-api/generated/triton.language.max.doctree index 975f5616a7bcb4ff7789b8ccb1f603f8c4358b47..3500d4de2b876c661dfbc1b82d6faeeb4ed904fd 100644 GIT binary patch delta 57 vcmeCw>(tv2&&W{_Z&sFMoRKoQhgoa$M8?kuk(tv2&&ZKgZj@<~m1;b>hgoa$M8?kukwL^sQEUgHMwL^sQEUgHM(tv2&&W{_Z&sFMoRKoQhgoa$M8?kuk(tv2&&ZKgZj@<~m1;b>hgoa$M8?kukwL^sQEUgHMwL^sQEUgHMtW@L4x0$szA7&I_f{Sdv&Agrk&I8IqX_cC%Y!9_NoWnRnz=KqX_cC%Y!9_NoWnRnz=K%pqJTB9s3xdu%?%*Cqe}rIi)N delta 61 zcmca$cfoE$IwMC`xlyJ`R;uyle8y-dIB#-3qt@m>%pqJTB9s3xdu%?%*Cqe}mU;M1& diff --git a/master/.doctrees/python-api/generated/triton.language.randn.doctree b/master/.doctrees/python-api/generated/triton.language.randn.doctree index c6cc31b2752b6c8b8d81d90579cb902e529cc8a9..d99aa423e63f6aecc009e49c44016bc9754d8509 100644 GIT binary patch delta 61 zcmexr`PFhmG9yPpyjfY2aYoAKY{p@3Lgd7C*ozHhgoa$RL1uRk@3Lgd7C*ozHpHYtq&YPUisI~b#vk(i4$mH|P-kak%*6{-XTCWq0 diff --git a/master/.doctrees/python-api/generated/triton.language.sigmoid.doctree b/master/.doctrees/python-api/generated/triton.language.sigmoid.doctree index 66f64b8da266b3f17b8b22aeced9aa3d8facba8f..68b4e2b9229d6dfabcb90f8a79c95197da20c410 100644 GIT binary patch delta 61 zcmbQFF-c=XIwMCxyjfY2aYoAKd`3kkIB#-3qt@m_%y*elL?$0%cH1n@@tYd}cUu&v delta 61 zcmbQFF-c=XIwMC`xlyJ`R;uyld`3kkIB#-3qt@m_%y*elL?$0%cH1n@@tYd}Xh0Mx diff --git a/master/.doctrees/python-api/generated/triton.language.sin.doctree b/master/.doctrees/python-api/generated/triton.language.sin.doctree index 2a6c89bfffb0a326f34a0bed2338dd633ba1326e..9c4642fa1a0b873963b9bf76f4c93fa4743d0806 100644 GIT binary patch delta 61 zcmaE({ziR6JR?UzyjfY2aYoAKbVgw&IB#+~qt@j0?CzUCGj}ngh;ClbZp#Azn;R6> delta 61 zcmaE({ziR6JR?U|xlyJ`R;uylbVgw&IB#+~qt@j0?CzUCGj}ngh;ClbZp#AzjHnb> diff --git a/master/.doctrees/python-api/generated/triton.language.softmax.doctree b/master/.doctrees/python-api/generated/triton.language.softmax.doctree index 8d4a40f403697f0d3695ecb485b432c1b9908390..40a5f7d663e3ddbea5cd23e07b240bec5a0e9c9c 100644 GIT binary patch delta 53 tcmbPWIKgm3IwMCxyjfY2aYoAKe8vbS1n)evAP1Z``8;#M<_I1O9suAr5t0A^ delta 53 tcmbPWIKgm3IwMC`xlyJ`R;uyle8vbS1n)evAP1Z``8;#M<_I1O9sty15flIb diff --git a/master/.doctrees/python-api/generated/triton.language.sqrt.doctree b/master/.doctrees/python-api/generated/triton.language.sqrt.doctree index 2565cc84d865753010e8310c58fe666955b6abbb..222719d86997d0f1b868290db3a03befda8f34a6 100644 GIT binary patch delta 61 zcmeCx=+)Se$jDI;Z&sFMoRP9QlTn-r&YPUcs5SX4yT|5V%nO-OL^q#hci;g4cFh!n delta 61 zcmeCx=+)Se$jFgZZj@<~m1?{>lTn-r&YPUcs5SX4yT|5V%nO-OL^q#hci;g4Xj&8n diff --git a/master/.doctrees/python-api/generated/triton.language.store.doctree b/master/.doctrees/python-api/generated/triton.language.store.doctree index ca5bf2fa0f84c269cade98f5d8b8ca5a4ac9611c..1dfe91f78b00c1f563e2652c7695a7962aa45ca4 100644 GIT binary patch delta 61 zcmX>ea6Di`G9yPpyjfY2aYoAKY({q`IB#+`qt@mp%-) delta 61 zcmX>ea6Di`G9yP;xlyJ`R;uylY({q`IB#+`qt@mp%-)U5BG9yPpyjfY2aYoAII!>+4QyKrDh!k(;VaZ~JtJz$~DJ2L1LG}{~ delta 57 vcmbPXI>U5BG9yP;xlyJ`R;uyjI!>+4QyKrDh!k(;VaZ~JtJz$~DJ2L1HX{;? diff --git a/master/.doctrees/python-api/generated/triton.testing.Benchmark.doctree b/master/.doctrees/python-api/generated/triton.testing.Benchmark.doctree index 646e9534cdecc5be79cf6d1bb8f0f462644c2ffe..6757a33fb7479f59fd016c8073c014d4d8f8affc 100644 GIT binary patch delta 147 zcmdn_fN|#o#toT_90l=aWl6>vDVqx!8=2s|$%TwslXbQ2HYc$p2xE#GNw8t4_1e5e i%3T0O?Pgu=E>mQYgw67a7no5*Cd(&^Y|c(S#{~d0JTUtJ delta 147 zcmdn_fN|#o#toT_99iW?nI>7O#+wTn8=2s|$%TwslXbQ2HYc$p2xE#GNw8t4_1e5e i%3T0O?Pgu=E>mQYgw67a7no5*Cd(&^Y|c(S#{~f2&M(yf diff --git a/master/.doctrees/python-api/generated/triton.testing.do_bench.doctree b/master/.doctrees/python-api/generated/triton.testing.do_bench.doctree index be8df598bfc9eec1e974fbce2260421c25ae478c..36494bdbe4db3485f788c967cdc389172b6c0473 100644 GIT binary patch delta 57 wcmdlIy(M}>6C+1KyjfY2aYoAIT0yPNTNneFkVUdKm$Cfkfs1Ue6*QLt0A%kJS^xk5 delta 57 wcmdlIy(M}>6C+1fxlyJ`R;uyjT0yPNTNneFkVUdKm$Cfkfs1Ue6*QLt09hOp+yDRo 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 fd2812528266a0dccd6c12278de9116e5c7c25d8..e6f57bbeba6a1101f0de6471cb28915fbc0533b4 100644 GIT binary patch delta 57 wcmaE?^H^s?HzP+uyjfY2aYo8yK~AmBdl|WzkVSGg+p?Ttfs1SwEkvL delta 160 zcmexq^V4R7DV diff --git a/master/.doctrees/python-api/triton.language.doctree b/master/.doctrees/python-api/triton.language.doctree index d78d317637319b94b400621d65ff5602f713500b..935aee96a1af56522c7ffdff765ea43275e537af 100644 GIT binary patch delta 1583 zcmccI$8x!kWkWb4M?t(Zoq@+ialej78l;Eo3*qbaU(0A^B;d z(LN-5CmKQgwAVBlDdYkj6M=5z+dSQB50d`_9n&@+wCh0V-W=$tgy2mE$v<>vLDLcJ zegVm)AT<*`ZP9eu_*_9#Q|HHr8g82(h0H|K1@haY5Mgk9ybMo4QtOxmar=?DQiMx3 zJ0^)B>2^#?+k7}>3zD56k*8?~&_skY(bbq{&qq_^l#8w=C4VNGn(V?IXd)Af*P)55 zEk%xFkbCZzFG5rEz7k!HVvQt{-vzsq!11=JNfF`q$%5VKo1NO0Ao(98655I6?#+VT z+-N$w`;g?pW~`fFhh*15CjZHLOF(IvZ*$7@4@jv8A|tW+@EqiLhKc6Szk=i|nCPa3 zsz~kwif-0h@&b#x)@5R->VR&L*vz#OIgP>0^jwWi?YXts)beh?rgqXMY-%rV(Zk|~ zyzOVOxOe4FZ7gb?_h2)(X&)~;a#`U&`QHghS;2N}A*v~x|DDK06WMqA4x0V{PDpI# zJXeDnXPfU_xrP+eps>1g1(J^xZz7j=$TDZ{Ag4QIng91(ahSIG5ptSG)^qF0F&ujM gU!s;@2)9|i4&guzn{VGBVZ-`m7FtMr`xYwz0AsXcHvj+t delta 1583 zcmccI$8x!kWkWb4M^?E}rb$++@#KR{zMI!D@*+ewA7oNsL6%RP{2+~GvmZMf6Q<}v z&Laq&K(iofKXG4Yg{$3sQP74N&YOHu5Tu56bG7IMB=caRl@fc9%!7$8mhxajm~fEE zZ?b`=@Z|SbcsD01enm0`A|tW+h{_WrQ(&TE>Zoq@+ialej78l;Eo3*qbaU(0A^B;d z(LN-5CmKQgwAVBlDdYkj6M=5z+dSQB50d`_9n&@+wCh0V-W=$tgy2mE$v<>vLDLcJ zegVm)AT<*`ZP9eu_*_9#Q|HHr8g82(h0H|K1@haY5Mgk9ybMo4QtOxmar=?DQiMx3 zJ0^)B>2^#?+k7}>3zD56k*8?~&_skY(bbq{&qq_^l#8w=C4VNGn(V?IXd)Af*P)55 zEk%xFkbCZzFG5rEz7k!HVvQt{-vzsq!11=JNfF`q$%5VKo1NO0Ao(98655I6?#+VT z+-N$w`;g?pW~`fFhh*15CjZHLOF(IvZ*$7@4@jv8A|tW+@EqiLhKc6Szk=i|nCPa3 zsz~kwif-0h@&b#x)@5R->VR&L*vz#OIgP>0^jwWi?YXts)beh?rgqXMY-%rV(Zk|~ zyzOVOxOe4FZ7gb?_h2)(X&)~;a#`U&`QHghS;2N}A*v~x|DDK06WMqA4x0V{PDpI# zJXeDnXPfU_xrP+eps>1g1(J^xZz7j=$TDZ{Ag4QIng91(ahSIG5ptSG)^qF0F&ujM gU!s;@2)9|i4&guzn{VGBVZ-`m7FtMr`xYwz00P5Sl>h($ diff --git a/master/.doctrees/python-api/triton.testing.doctree b/master/.doctrees/python-api/triton.testing.doctree index 870ff8fcbc6218e704c60caf603a24d875c05ece..d1204ace51ca012b01971e1b1d87d2dc84c8d04f 100644 GIT binary patch delta 128 zcmZ2yy3TY%C?iKfyjfY2aYoAI_v}8CS29*03nXmrWV*wQERwqU5}PPO)8_Z=;!LRW Z#a!ViA}O2Ac+Vnq0If;coX>C14FKk=E_wg} delta 128 zcmZ2yy3TY%C?iK!xlyJ`R;uyj_v}8CS29*03nXmrWV*wQERwqU5}PPO)8_Z=;!LRW Z#a!ViA}O2Ac+Vnq0If;coX>C14FI3+EmQyi diff --git a/master/_downloads/662999063954282841dc90b8945f85ce/tutorials_jupyter.zip b/master/_downloads/662999063954282841dc90b8945f85ce/tutorials_jupyter.zip index 867fc04fefcc8017778c4233bd735fdb4e07d356..95bf40d21aefb6a3d2a847dbf051fbdad926e7d0 100644 GIT binary patch delta 142 zcmdmWnPt~y7Ty4FW)=|!5a4A|-^jb%nHflL-tN3Xp7{`vk(JD8$b1;cD4TM{hWR9u z`exsYo^s5V%<7wGzCW)HlG>gv&KNBK(l-61I-@6;A*#XX2GT!0PJ_`7q-gql4Mt~> W{^?IaB0&Aq)ifC$!BSb8i~#^wc_&f; delta 142 zcmdmWnPt~y7Ty4FW)=|!5ctKcwvl(aGc%Chyxn<&Jo8!>war<{oQBNnfQ+&!S8SMf zFsW_!z33^&tO-;z^Zj{skks~UamHu?khbY3)fqj(3{ee6H<146aT<(vAVt&XYcM*4 X^iO{Z5&`O;uBOT82$ssyWDEcRaX~6H diff --git a/master/_downloads/763344228ae6bc253ed1a6cf586aa30d/tutorials_python.zip b/master/_downloads/763344228ae6bc253ed1a6cf586aa30d/tutorials_python.zip index a96d66930733e10025af09a89e0efee0a36932af..2d830705264d0b585c32a2f723891ec88dc0fb7e 100644 GIT binary patch delta 134 zcmaF)migsdX5IjAW)=|!5U^xc-^iP8&CJW9zPa35SQ5Z#IC;)DUjR;&D*pfg delta 134 zcmaF)migsdX5IjAW)=|!5YS{++sK=4&HRg5ZF9M`uq2q#8^WZ+yp~06^Q49@bLK`S zwaxN73`CiC02x7Nr^qs|14_MorO3q$)IFK^s~bquRaVzk)4|Hs!_?Ulref;qXy@Q+XKP09Zt3h|>tN5v`IwWJgWkr~)zL+S zi|h6O8Nlh_Y|ZsBXi*nD)Ex z;sjoF|4r}I%oD88D$Y{av5|{4l$(&gMQ|?FKc0N z@N>Y4@dWx;@-vK$k&$uHniM9BKp?InQFEYi+3GM-XcQk#Ao!HgUk>FN__Te94fY;< zilqGizx@A&z|fJkfoc6K&Q8nSaBvFTsmhI<^57g)gG?z%Nl9Z85`rhUvt3Ma0@vod zW0~%=vR>BWfnyWK#UiB5^}oJogWDPk5 z}`W9(!R?*ap1 zO%nbx2*k481DG~LXj{v#&+-pAIZxdl{M4|qVRPI1)A91>MJ>>$SSneRlK0gHoEn;% zrMevVnVC(0zTnq?u87yxyxYm$O<=%D4i+065^_zSpbi4!oAVr0zR^SM+yU~-nY53ltgH8lZNTPUIR zY`qscCZ_i}D+7>IuVppcBd!i3`z|B<{4uY^S3_mSMO>Wanl@FM7F>B>$NU#pOEeeR zI*hFHbNdJRi+(IbNyzwKAHJl)c*4btw=b)7|SGjo?!Qs)7*Gi%eEG#_y;=VkD(_KE?mmMZe_Ax#@0cBF zmBz;Xp3&vKUD{QBJffsl!zm_~5fel7R7vS!KMSW`8G7B!;P>LjrxRT7ICM(_TY|9o zUj5-9CMJf3MMYV)yv5MvAWIW;7|f9h(*5}|5omiiB{yD>v^>McyVPx!A$tB9npJ`| zix}+~RVzgn;XKM^(Q-D%APps!kecoO?C#^f9W4VZHbMy}7tH5ZjbaqN4>|enX>*{P z^Smt~LcpZZP4ZOE?AH#LV&*==*sOESyP~XpvuQ-#hbv#}t0B?We|^T{OpXBR>4j?Y zUAw46mm`Y@Tp3HC4QoafVG8&wgh8hk-Wse|9C`Mp(Hhjo{vGwN?JxGI3xudm!E`e^G1RLPg%&pUk#^W1Q-11Fy$+ikL?gwb&J{bRN6#=Le+6s0RWu?)eRn72=_0n{ zSj&Y{3NBxV8Ezz#2wRefshdJ%*k>bGF}JN?BJx*^jZvx9y11qcR)ufKP|^BR26j!X zc%4SZHTWLDykmQ`yz0!pKm7jt{pdzvNug{68HZ7Q%BN3^YJmn-_B2-IsYgSSbL5uq z!#qFqS(a=)BTM(7Gnr~ZyGm%xzOK1cd?@^c6RQM^rWt$St7krp{;-PBqEjnF;fXEH z+ukiAyLMvxC?@t20;i8|VT942?Ja1iI{$oB_Z928voIFUM?z-Cz@1|jqv=S3@uWcO z0~Np7`Qgg;-=7f^6S|B{Oq4uk=+R<_*i7>F4%j7FrZaiH4LH0?hCmwTel%V2p@k{YLg zT_pcG#p1<%{`uBU{Eab=R1x(BbPPJ+5~}kiIdzn-{3Z-d$od7Y2_~yRhqrnj8-ij{kG?;5R#PjDivpo*rr%M zrJPe8Me%+x^9Z*5vCh9Apv7MRq$^!=H|j^n*tG*Hg4cXSn}htv(+pt z?t6K8P1sf9Y;C)X78DfZ=H?PnUrpVvDq0Q?=_0=UjlSg7t+r$CJ1aEF_QLp4QlUx6 zf!nE(pzNqeydY=z32mu>gjQ_{iT*+$EdTYW=Vs?b7~UNwA^MaYm`Atf@X-g!i>p)e ziy{&@{9M*w{Q;M6Syok};b3Ll-HFeQF2!L;%O`r+aA9#9is`8P`l$Fz<~E7MN=G5T z5W#wPZdM8>N}9Q)QDwv!xVnjhJM7M9*6tn%Kq1b7zI$CufZ*=p%Fn*Zl$y8Z@K?<* z@T968o|v3sj0x8M%KL?Zw=)x*D*{KyLWdJmNLTY`%mG7Ne@(1qU2=I}4XRK7_-?#_{~g~1EO^pr;+Kzx z6ceY?oLfoKb_k(Zsn}rj5F%nCX~!oeYgB8DKi@zOeN2}CD4LRvN4a79GxXqgSmWum95_lyc2Q?CSlgeKNMbnfr3VU zRoe#^mQpX$E=9IBYP@{+uU`sS6q*FgJ7-j8GoYX0=iE=4cpFj8-S}|)Y+a$a@0q6zZD$`GqN4Dd}k#XEP(&axRo)pbsf z+ul~$>ztvSEGF5ZVkLo7e~ITusD6|)!XMsnJ=||2jE{?xR#3oJNqf9-&_%a4E?$J+ zX40GRV5~?#8Mu&(ldZ1ZnYxE!s_yOrOmdOUR^{-!cRPxzW}ljxeylQ%3Jbf6I&|*t z4ooy&=G`u+Irc4oP@HJIK@h;nr=FTTnw{@i(klGSj{Pe9 zDvIhnnFlzcET3KBBn~}kVE2(A$f!PFO%IQZT>eqFi)wPZJt=n7&&Q!x7MzekO6!j_ z#l)j%KHZrT*ZDvJtOy8AELVCH6A}}hjs^tzypL^+0AmDR$!ZR=qbpTo89sca(-ykj?!`Pbv0x9{$t6)zQ&doZ+9El-)rzRaPbgpC&) z4?Wj0>;NtiW;6B`etUD)G+ALwGM{ywF6clT&#Jci?fVbZ`QJLm%nS@~2qln#3vHoL zfROY^zjNF;K&2~+1|>x@KmrYm0E#6TA3W$0cbin+7 zxF^VK(M?p`#Az(*ef)K8OK{FN{(ng%mhgg~fp3JP7@lW>Kd73Y@9 znVRYHWy?l3!@$v`O#**TzF56vzTA%I(@vV!Y3-~eG}J}$LWn{24`P^(i|yffbP^e> z1L-6b6bhH8J2h)rKG1=|Y;AWV+(7uMRc$OS{npy>#S5x~gM+(&u+Y(oNJy3_kM#5M z@|M@ubgF-|K+&W=Fr6&%Jx6}NzG5zGgLxpHN5{bU1tKXR>D8LOM!!pt5!3^vIo_Q~ zpPx5L;xxo*?&E4w2Kt1JgYyZ5V39PUm90lsmXKIprA)`#I zJ&pwKd5G>96?LWMTuv_(-%so8vNwNmDX7b1%RVY^Bz3v0-5%V|b``GmmP!~6`A6TO z)OAAxQneR9Uv_|nRDHHEV%dL-=FM+&-^V4K=FWB9L zyli>`yqvc9mb;4H+MFFWZ)>|oPz-{)SArhA4MRQP}wNW!AL z-;at~VLKXfeR;-b-iap{MXhLN#t7Tk*Z}5W+@%#5|mt1I8Q_;|It-NiDqR_lyO`?205?*F&KcG_dk4@v;CEHg#izU@y4&bX2YPCKH(M)TFy zQmwO0N57~TxKCQHX_bd*NfyYvR4*BGmGgRh^!dU?a5h=5m+Yd_XF9!~Y=y3y+5WCG zmNXV&@hsQs3i0g;*k(sZN6Nt6Gb4QtGLTTg9z1w(pM|CD!r>Q)Bcw` zFxRa=AEu`b1RQ3SLkVbL$nEkW5YD-7jI1OK-6JJMJd3%_e4Uh?Jrv6%4}w?ucPrxF z$MctaO~obK<6T--78Z^mTfI2lxeSdCXu%-&Y$U+NZL=!RBpsB^wYpsYz9Y83>+Al) z7~>VsL|_~RRkA^sVX~3p5H86BXHp_sQt5^;Z?O7}O=`yHU*#~HLC}8GPNFuPBZUU3 z91v0$$ct)LlJsF`lZ9u~E`&fXpKV9KWC?I9Dk^5VGd+4yF<;ilX+HKR- zm2532DPw=kjXxvMlsUNSb4Vkjved75wv3^9XOsOm! z_rvF`BHBv&^kOCQgM0kEFn|bfJIsm!r97)MS7srJ7C)r`zY}{=;8v-Ru8lr6ZAGW` zT85`Rww11P-|+-l;6#~a#G3Nl9G}~!*3Ch501+MC&`Pqgs+1H8SmV;5=-#o$3ghA< zI=`QpihD!WKFwTpUQCXAtB)G9>MjUZM+P6D>-Li--;LK!33=2l_tXHV^kZp?3V+#y zcM2b#Goj^p&KY{l$Ql{Zf;g3ql9IB*ZZa-f;^J#7Wph5S^Rfa6CV?w>ywnxV%E=k^ z>PJnd(({Ng!Tw7V{OF=oIaP3KD`D}?+kaf|+#3uMJkC?}JEOd|9ONCr3%&zi%9q0cEShXg0I1=S0&Ea#-3BonU z;a$3YOD4Qxbza3Uz41K=cAg+oE^~#G7Z}I0lxn_bAcsBU>=c9b8|L6r%hms)(=-$i zu<)HOHR5rm3BKK4S3^pn;7iR4Q6Etgi6!b4+)R!sgWG_tGA#_Byx>f3FozJj`20EKlcIl8>B( zPfa-Z(4f*YUh}fJdc`E+lh}-5x3+!EEeyUI@!gak%a_tZ8@LD`qrZ4n#0Y>a5GMfZ z4#URB|6R(R*v^gjJ|d#0yPKY!9VbGTJd(UX8PeugbG4ZA%LI;kHmRan2SIW~a4JL) zCJ}tWeosR~Tl%RMj$-9~!ycL35Or9gG`K;qEF!kVhwSXVM|@=+TPVs;ZfZ^fC?Hyu96g>j-w% z&)g9c!@3%uG{+|Na><^7ApJn5h!%T~(55gp zEWM7&`@yU+#F=k@o1M6AFlyX^6!EHGP?F}$UU^$j^bK*K_eOwq=kQcmbeX!wB0&I< zmafGeVdj@dj2ibgiuDlf(f$5wnk@d;_gDbFxQ&wYuyYj;j@{a3KdPC)$yj;!pnCJFSv&TKB< z1|t5;b~O5SgkltnYXVkuk8!xAd@qbsB#@k&vvhKJz$aiCH2Su|O`Yo3 z7os|m(4`mIc}d%3C${$c`x2$5Hl~*sk!F{aiI#vH(-@c{``;9d4*rern*3eySJZu4 zC>847Dk|Uf@dt;Zdvzux*R>gI8Qfv`b^bU^3!39|lRMaj*>S6m7tia*6Hj^81Wgc& zuJ+ZRK3gYqRkstY-xO8);T~l&&b#ysd*u$ke*O` zw^JxHCLOm$UAUc@;_(Mf=<#{b7TPSANu9cS@3pKlg7uTl?6Xx4&*PXIaCQ$0aLZe$ zHyIHPY|6xsFL2B$<*!i*eo- zxN&w`!`U*#%(WJwe;k3E&N9qiTF{yu27`=uLF{(kih-E*W4X-7sLttpuO?D(w(!wL zc$K(AS4Ru<{L)yUg=XY;?a-MbLBEnfFK{`%?`g=u;G+v{p? zCa1uzSofk@)1v&80qi1;F7MjwM9h4|<>*dH%EsikQXrQr$o9v+-1bE3pDocE%?Q$< zQX?#lI{ku*_al2Av480{dRj&H!8V0xrOr$?w-d4l1z(~vvyH_7GY2PU!U|H~C|WKhKv? z03tkgtQ==;guVxeYw1PP4frF(QdXC<%?vG7(6vt09O3_Il!lMa} zEPEI=f}qjJiG%$rClB^J>H@7nL8-`|&lDe1(N`<1I{B+mUY;>BCdz}FTze>caFfEl z%3-2a|0`qX%`3v*B4r!F^pg1}KYie_PoZ13$OPuCs*5fGPjj<_Pe{uk{rA)*+$2z+ zuy!FhU(O(QfFh3ko3t5Bx{dQ~)8 z8#=&H4x=DK3cc1K{=F-U`1Y^jm`qI=a4+B~vj|6I3bx0+s*9 zWtKaaxIVvn9XY(f6{=Gi9kw;P3T$7bejR=WlKT|ou1kWfLzh-UbN`$89}g|bHWYO5I?78m`&!n0Tv+LaL$m1(^5S5UE@Ic)&KWDk}Myp+uN@Nkhn zslHRp>9^s(VV^xH;IZt7GA~7pud1>1ZLpo1?gVfZ>dL&BzBkY7a_OZOr(=-o&c(RM z|8MH~alU{i`~aUQ>ZOJ&MOXz#b*R9H&2KXiVV;o3Qeal<<1`ypyTryP5P5J_V}MCm zl!C)Bsarnf@Ux|Z=FWyZgRp!@N6Fd~hLtyy2=u?~ zh3Uvy>E6%&ty;RtcgSaYWM2dY%rmR1J7)IyDdkXCnxdo&F&vA z`RKd**^51}ir%JVc{#jikoLMm5z}C6sd-H1>u2@@&30ubJbJK{pWDx|2N~$|nd#;fuqr;(}RJ^~=&#T$~m z6}u;Bf1iUR5)>9qs;0!vA!H|7@}|2t@!>ggDO#`2{n2On=+h1*;#jKtd?YxyEw%%l zwh87xbx}MI%gGsrRUNf;R&V@LqQ8^E&;39R0?(M-=?jZ$Mt7~-77|ogRcpW=lx;pfGX&{{0fq12X^)3`Wt2+Dw))8wXtTgZdo0$z+)&9<@-6OejHY!tt8* z_R88C2_>Z>NJ$0KchtHf6b5v(&?RrMIm;?7&p(xu$w z6;rHqH+Jsh&>oct8WJF5ze>&Je>9xFSX^4Noof{5YD9jr_5)RKTU*=Xt?{994v>Cw z8rGJWwqe2q>?WRQX(g~;p@5GF%P0FgKiq3LGehLcDXMwwp}J$Pnt3D<5zpISA0F3Q zw`{j3{mOp8go&(v3Xhf4WQtfvc5|;-6iC&|xaMhf@sK<;Oxl$4b3jL!;_<_N} z!8m713JUv$N=iyh5)zHA7oeJNW@aX4?*F}_BH`-l3P%urKh~f|B=`Jrbue9Zi=Lyp${*QK7RuEJF7zV+O#A^* zJU|$=b^m;l#U-E?f;}<&50tyxnVX;Q^M{#*B`!8r-PG@Y;5eQpe%q1zhlht^RY6#U z+Pz!w*iA0cdu3(x?7j3;Sy3INfgKhL4JZ2D#pT2qDE$o=QlN-voXpO6nE%oOwhcw2Pljw}C5a18`gLBX+gl z23QkLC%<*jb}8HXIP3b$x2g*ZBTLP@czu!kqatX!h%0$*vgK82UomPRa4uIxfQ0(8Bs^S8WI*`;sKi?2?kvUv}->rVbMVCUz zfO$E=ikOz@4TvIqY}KSlE7)iU0;2|e4ZnqT+kTJrgMG(6ffE;86Ho{GUD7k4@IH-l z%yA@iY6IoWUUrlSmomC$Hy)Z7kSE@#Ipe(uclOrb#RGRPJAaXk)XC#c#=6H7HB1Hd~^svwQ0p~-;$MhLBx7RS8c7Nq} ziX4sRh2Ubsh0P%!mmib7*0?F}T5)+8Cwz*B+W%&GIk{wZW%ts5e&I<1DJV{`CR0Vw{Zp*}%1T7bhgvSl_T{TD7&^df^}O{%Dv&}3B+lW5vhWPD_a_1Y&f(A zu91

IoVc3J!G*X)<}~Yc+vTb0e(zn;(R5+LtG$iHwYEP<(;T#^zY%7ar*vu*Yja zU2aWeLtt^!iDBXnPvi;1`mwb&B`u3!hsumd@is@}gSLgh7-NE+ha7#Z#T=n0`q9o% zO2o_ex;Y44-)+4jY|IxN!Qz>-3jkww&<;68Ekf(z$$>6Si7Y_0zJ%zh<%T(zCb=HPWHh-?sGp;vz)Z|L`F zgYSvIEkT~8`>fb}Aw1fApC-&$R?oOM+bZXC^)^&JwMkD6r+4ji&Zvu3`QDDquD_S zLYuTPHYAJDQ_s@2A*qF$_VIw2cIyXR_D06Z+ zqM2$^eK$PG0<)6pHiiqc{ypvAFptBdhXQ^QoKsmnM-R0ZaU>&a=u?yJn`Q(tKuW;_ zBASDTUFj0Z$uf@n;VT_0vfGNH?H+H2(73ssQ3vA8{j`9u{{3(Daq&wM=S$-%*(lCR z(Fgtcdoqp$D8d6?w%d;yAAnFD_n$nd9WJPeU~k^ACW&ScG)^^zX15w)&U5v|hk^7& z9q7SxHAuX2+DSf``&C^xE27Sx-oIa&JYrebm0!JG@`hx)$P8_foSHz$cfxNvdqqdb z)ulG0aJDot=$8@-#gr9qWeGjq^9PKJH2((j@&bGVV6J_*y@$v(a<0I<$o+mL&+X1P z|5g?OR+jtcA*VatrFD6x%>^ES$>{u#?xwoUVwfDt#^1pwxXP3V6=m^%1C^A5Ml`T5 z2fS#2JUAw<@KW&1_(B}_Vj_Gs0r-;)QXPe&q~taG3+lUWhqXH6{&N1AEAwUCKKu6z z-z3Fjg#$PStV`onjlu4hAyroN>(zP!pVUm*DQnbcTt4UlbrnH`;J^>?f&2@8mX)i` z98=C`_elcCA1wi+eE#C{PRaTX5L4*v0U}qM{h>>hU+D{QkeF^LpN@YQF%V!LnOX}BdmhMfjdX^k~xi0=73D zx7C{E0YE?hjp-S1JG&PB9ZuJE7=avpH?g z=@}B@!-Rz9k21S`4XJ7egYI*ed<;U-0GH>WIuiW%oDct=<9Pg46kQIHQNJ6C7CK4B zOBWcc!U89!++5j2Aij}9ay~dboM!dU__jvZ92`ye?ujUa-b{+i7I*O<7Df#k=ukhb zy4I>)aYx1%pW*IzoMt114=rK4wT_IHC7O7||It}BKGTSx?RAmnM6oA0Vmoh7O;KRrDS& zpPJudSLJK&n-6O_g9NC3=E$b0T~_WV;9wb>R!?BM8XD40PNi#?P$?5sb+ik07j`rd zxtKr&hi))1YaN>0kJ+Z()dW_=^HI5LcXT;zh9@p%fh}<{A`H|qbh}&Jc)<>-hV*&cU?HkXIcwyug%~mtOE}d9vvfBeF|!UN^mfC{0Dfk>tzqy}bxxkj;x1 zV>LT8T_+hec%$rtGEhuROf#s@dVz?=Ycun`)d~omXJ{q>&xbb|6uNZ0zl%pBLRvnlJpRLQvMHdcst-VBt=!Xf zo=Qp#V)cu)dgUf3FS!lBTg7d0%uhydO&{xlFtPbK!n$CiJgl2;-y4>}Yl#D@ zO!?}c zM^O^rv=F&g+>{}vo|lTFBO^lI$84{sDm(1lt%m{G)wF!lX12bjs!#aU`T03QPA)Dv zIe$_qmL24&lGo^No7FP(&AT()zSUBuAHx%3M-^1OQo;gl8mZ33A8oN-R+_*I{v4m< z8%@cNfEwwK`opKtFK5j%F)<0r!@|Akn(``;5m2?;dl>Hta%>}zqV9P1b@({ADvvjg z`D|6JWrVLj4|u+lgvXA~|1@kaZaAd^k!&O-Ur2Se(2u4YZxHZ3wYUFK^^_=->d*cs6#f94TEs+G?cz92o?ydOm`k0%8JCp%R}ndl1aa zgXkI}hJd1ofpZUYf4X3FcEHV~{t8GYK?pW`eedqd%`CUc$bIClD0T$fn!~7sl}e{5 zOnE~hNLN2)@BLkPft0WFgKF)f7d#-;Z@k!i2&lw03nBLaee-USe$^L161X~Rx;>HA zW7PN{l)0-Xk&OE`Xr^y4M$5-{wY@D1{fVT(e7U#7b@B$_;`$@Zt zBdoh{IAJkHGeqVExh0hER=%F9-Y)BN6v>2GGJqH}0@5s6?{x-;L?*`HT2gN=`;F5F zu20r~#l)jM7{IC7`_(pKC|ln+)xd>}!etpLw2zB^NCq$Ps;|UF#;ZvzoQxaigF5xJ z>!=Fgq909KXaCAmB8OQGq;(|fY|`7q1FR?feE6Muo8^YZaEJdX;~ zl9`;0iCt)%-CK%o3&AI%UbJZ4-g&Hyv$A%T$sxKg0Mqp8|93*=%Rgc3&NU^}4oif9 z_N)Abq-*Eu;uZWr($aF5L=qLvbVI}QNQFBUuT!in-n~c~z`o>_L(T6Zb`P#8XBTjc zlR1EI@H*j`54hek4h{`PduC)bxY!X99ua|-late&4k9i7_}B&etNPdX`qNeIy9z8;~ib)H=x>UG|ht>_=;*yy7SGcXD$=;BiF+Y)*K4X`UAS9xs=rZ@q|GEPx*usY|U=>q4 zz84$$22SrTt203YsQ%)G_otXZ7_HAX&)aC@BSplOv_0qc6jnTIod??ZE3N+PQ34_| zQq(7^wq(V7{$zoruUSVb><#Dcg6pp2xpP0JBZ9o#<`?7887>)z$@RsFFDTwazxAho zUx{6Ams_7q076f@1+UYP_?c(Y^y@$usX zB+`>bIpv9$*SX$rdPeIX_0%9=?4k{#5p5=W-r3IT0jDEbq%5}>7kio^n;TqZ;p+g2 zwgArvH&7{=(-NRgcas`!F18>l`tR>L5Nqi0bjl(7V96h_(m7sKgyC{l=d>RB>@_6c zUad*iU!P9--kh&d3p)pYlnM3zBbup-iBA>Wwg7DhBIAKA@>%vKl>5A4bnYxGGg(ze zF5+TW)KUnVW2xNBwAm?Rbr9_%Y(#7REN)GFm-f(ykQr3*n_rL@%PSZ2PdDhJ8WT^t-77VTm1dVo>^+PzQG+RDnoh!Pi%$F2cn$3U7YI}>Z-+6C$PhMqO zHkm*w>mWIOgXcFiZb@44yq1_hrL z9yo+g00+FA{KfE0}cXO+rh-l@1XGBQ%~q6i@?`&>6GCg#bD7irf0#cgv3 zCtc&2y}(n2MMfS^`};AIz=i#c1MsWn2vqaKcdvP?ZM7K4M#JR}2&@b8clv&++^9w$ z{k@u%2@mVm+kXM07ILK5{G!}qUzJ_)BR4k~qL)bpVP^g@rxEjvsoQHz&r?eFJ}F!P z7bG@0d94QgdHB`PBMrdLYc4T;ri(rBciClV`7=6(?!!ngNw+&2%%S0xe-;k>UtTgY zYE0Hws;#tO(Jce!=;GDUkoERNY1S6%9$e8>ehJ-I7Ib!+v-2sFWDj-#4LOQUX$7q0;k zTLaP}Mabm@9RQs2l8t)Hha`MPI49>us~n7hm(Vty91xsSK3W~{0yH)SRaF*l?ikQB z!(%tW-AwbCkXqOw1VUU>>o<45|Hg@wtF7@N59s?V(^ zs^QYonbVR!tS5^yYE)Gg~7xI8>QsU-#gk6}U98 z43Al__V)ISUrV5YXBeQlIDM_HtzjQNoNzRq{L!ZbJV72Fo(VgF-TEU{@Ua{S6j9da znk2#G%boWeEC87n5JY*r4lRJa`K%`q%g+6p>gsaNMBv^u|7+2rLCKoDzTJ8{U9WXN z810U*(raUobcCs?evbg%E`V|M{DK-{8~ulN0Yljvh=RucIIU8b!x!j0M4W?ob0sC* zfI8S?9xbk&=N69qEI1du^hiK{x+Zj19PMGo0q$-k*U+sH4O&nHF_zQoOB9K(T8MVZ zl*pw^vz5sI8($t6UkTGv3MG&l{etOU7amb8(jAP2Tau!7)3o-N>DK(hp{>$>6t-9cU+ZSg5MH*P?t})F^MBX1d?}JW_;(2-2vGvlP`E zfWsw_YBACe_!RVZe549C<&GEH>zU3JWs^C_^l}`isrkYuw?rZ$ZHr`f9?v ziJ2~?q7k-KPADEH$htEekTpZ7n+CH{08JF_yRW)fK|jP!+!{Sr>{mwH=wSQ0fX@-) zv)3!Z$atd+(j)fFJ`6SSm79xC4+-ETUd|<=v!@t2YBLWh|L$ryBmuBt9Li`%{0{Hf z%@MSGRK+A5kX%XOm%r(Yn%=|a4duR$qtr!vWb{J=(H;P$iFrOFGr!*1C)0j3TI|s| zDiKxk+(@qE3b4H(6cMyv7&rutkXZo2()w216fz`<713cb%s-iLw{bW)o7`QN4}Yby z9NS0;nXmuAggg<6OApgxyfi`4nmuDHMJk6qKX{;zsF-q_h|?^G8Ug`o-?2}RkB0Vl z>vlVb(2A8kYl^S=t zCtEj}Zd-!GyExNS5bFiSc%VP-xe_EDS#7fVt1zn)*o#mLy03x=%~ z=Ax5vI0np|ZOX73o(>op^*^jzh3$`9nXeC*q(X~~HHOs3rPAV#g_X3O?*lYU5!DyB ze`d*h%JNCb6WSA$SpEqo8c4fa*h$1R%Evi+R)_ZfU+sf32ip!TueG&g7{%NIoN6rm z#66sm@$eqd31?M_E27iwHzi@tAU4)A%`~OpxLRX*)c{uBijH@^? zxr*41z*4oT23=pRk);GQ+$KR=ETQx5zD5XQQN*4crdWIlDS*ZqF&TFTH}Ok zoCx+3@C4|@pn?>N*jdKqmQpA!%LLWB-dXEuDhRG)h-cr*U(6JfNCN8ykvD{yxEj!F zYKV-BgBz2Re3Al^f4=!Ge-m_vkB`$k?O)0T)+z~UMSf8sUY7sgYq#u&gmB7T`|WMV zq_X+Y0vO&)M>LtgCr9e<7#W>Kfc7p|G+YaSY7IQr60f!v*?yR9yzKZ(f)Q;g#ccx* z;A@heK+O;Mq4^&*HE!z{zX=VGb}~NQ0i$Lo%CQ6Q(9q>sUR(UzP`)DAkZRwz=Ovc7 zxG`kQgV%pV zP?fb;k1tu_AEhJ;K_9bfGLYs~!Cq77-G|K<0@aHb%KcU(?<~(b{sJ5fKCqjkc0?cn zti}J1%+GSZo%*3qR+I+t^rY=Hc~x7Ma0Yy@#gPY_=KwAXf)1Td#FJ>&v(0a^>dkl_ z+(e-Kp~pkIy#SiPf|=}GBfAPN=-%)_q71N^6=UNP{8gdCX(*!SSljDmHN`|hVPN3F z%_K^A;0CUPa|pB(VV<)raOe`Nx@oxBzCIjSOg89rZd{SiFe1)M%}n zpKdC+(3lViXfn#8TSo>G`8RE4y2z!^3HK~r!*&K}#BWx&fZfg|hR{R|HHnRzsy10l zY68#(wymN&(9+*t70_C2H)9>aazzm%-nX(w=AD+Usc`#|)lPk;qJd=D(}Nz858 z;(i@Wd5b?e*e0Dz2?*dRWO-p62H4EZESuTMZJj0_LrwlCAqU9>I>>5X@C>N5A??J& zp*w#ga!|WL&GuJD_sM;=lK|pZIUQ91MpejzI1Wi1PJ5_P_GJ;TTXyezderq)ypCC1 z>IGY72U|u8=aa1VI|b1A4p2NbbWf8v>b`F1x~Sv^6Yzow{C9&0r+19s{%z>`74tl$ zl>0I+fS8hYdus$d;63yJo;GCOLHSRj(PmMU>MuP-2D9Jl9B{!7*a4Ke*wuJNEMSlB zl3g%SBp-(RtuIoEjzm-B>e@jx6X)dA$Esmxwkjb0Jpp=r zH5Ns)pB-)J*df`xoU4@SKmBKktC3R)fv5-8s$Fd$6|ExRPMjc-1%c^qo*IcA{=S=-f^+Ud(K9hz?+jFOKGRq zeg?7Nqjc~Q-Ghfgw%OtsPIcJs9lU3UlOTBbZ@C~G0Zdcl+T{AmQ5aHwE4<>{Tyxi5 zFd@X@MBV|M>&?zmA{*A0*@!O8nT@SDuu^$wrR{*)sTos^2k2QfHtfI>HF7E<5Wb*N z)lMjOvuEk6#fuV1yP`=kb89w7cAt?^0!Uq>&#%muT(gn@t31M6Pw;RMSqI7rYQ~86 z>X>HFP2tww?q@&!H+DiEpBJt1uiOw9bj_!21BCKnIbIu^&HF z-RADJuL4~<6lUh;cL)isK`IAo={giH^UWwA(M5oUebAJooWlL)@X*gR8z+OL_BYh@01!N3^UlZx&}MD+Uq9NfrhtI=@864=?>3wn z-GIKIeUM@tov&rPfW{E0+eL5BRfO`f4G}?T5J>gPEqaK_xQzM}9%%X=#39%X&*WKR zXc~yAKTgjb3ftEoOB*KxdHfFU;l^tlm(BRz->(eV6XzhAs#*UO(cRbg8SJtiB>4s| z1N^Y<>6&=5M=u}(MXmczFKf1M>s=j#7SOGtpr8Po2g_J{gGEcv$4B!0_eK6t`v2Xc z%I^1p(Ry*!+Q`ajun2}%-q?KaZ0_6A4Fci+KMW3iKpBC7R0LK6^0nUHUeHyRZ4G5c zw!=9nAR~sE01ygF@=0!BpkMC^c+Z054RYy0cK-j;DPlKQC!@zpg|_Hm1~CDW5qp#c z`>c$NcgK)w7|DGdpx!SNO)G9QQ_Bw;#%y(qv_F0N#2%@lpa2*f1AMFF3wy|mr7cxU zkjMb6*xMew86olNC1P+OWCx4lvg27v0zBP|pH4Le;n|%%WCbGBfPw=Q$Nm%^kY5wl zA9UV(eq#{NqQc0;b%{n&35iUZ!@pKr@P)Zbaz(kqqEIWSO6WHbFphVgPI#eTRlb@VWyy z2}#g^71X(s3+NrLJAdy6f?C07nWd6_{ec`vLsdY(9_W6w0+LKyiKnt`?b|C0DS#Qg zOzX%{*SV~q1(x>arNupp_#W5ZmE!tC9H@b7-X7g=&hP91ya^(GWJCk%;RKu1H$B@0 zPp<)J6KDy;H#Ielq!x}#<+COxa`djz&5w;JZa6AZ1nm^X*wgC(3Z%F+7XLMcnGBKh|yBQ%Z}v-I7$+s0bzdZ3!i1DO-|6$i8Pw zjG0u5vfav>WfDb_Aq-<1lqI9F(=^F44Os?5*^S@l+x>gabDnda=l93cIZl7fcfG#X z^|`L={ds?0V(dDGd`0NW1&hB#!nGsY1nbmQWOEFo9Bq@2{*#8yc?|F7svf*oi*|jh zDC4tNL56(V3QJk!3LL}t+Vre;8NtnnX5w49Gu$over;IQl|G!G%S7U^ZWn#&>l zSJ>#247sW-#e1Y?*%6{T9#%FwKDz&;)AQ?ieF_}sl7|0GjZr0S@<*RwP~L>(^+IGd z=Ymg@mIChb0l|OE;PnZ+ITkEHnZKIlwl= z#zf0Iz@0*nzqKs%*NDn}g}MJS}u~Lyab;h5obz-^isu7Y@}q}6Iud4rwk*BtoD0t z8?OcJ!cp$x#O`t~p=WM2fipZR&f_XCX!?X;E@8S9oMhoZ7Z-zsHG1doGhQ>BSZNt3Lks zn(Pv^Of(FD^oFdq&|3C5YMXo#tKT?%^Ppi z|I{X?ER#NV1=FTt-!1y5=Yixo>HxkY>nf~;j={@O_M#eRAY`o-$z~ka63Hp8PXCan z*Hp8$=Tbd>=^1RpLuc8 z`*=m0wK;nWuB|q%V@MnECyJT5!R2LzR4wXa*T<(Wl5@T?a_p^Tw5E;6hA)=rwB8PC2E5!kKm?9HRVUOY$>$8mCfaI|jxvO^Y$ zIdO0HL5H{68D=K!#NaELG&x%J$4gUJ*_Ym>>Pw7$NwZ(yT@H<3*g@@-7JaujY?K&O z;@!0C_b9N24>)lQW$^Y%hHXQkPU@6K!nydG1hsgcvs)tO`YK~Wu}i%2;>mZ*_D@ta zU-L`zb;>{oWBLYn5GD`;*4lkdR*pr>@zRpX=WwsYgg@B=KJ$T@n<=;M0{2*1x14N~BF3Nx!c=D-GL|04OaXb1nra=AOWAWjQ z2Se78{&5QYhy63>rM#KS33ql)6m~#-!Cr)x$ys}0hE+>w?Ca54bLqBFetD<9GjhW| zTyQ>I^OC)dnc)2c)ZqON+ZMZ67-&tB2`b^>%c2kU3+o491p8aCtDlt4I_GG$Cb9F^zS8Elk zWOs;Xst^@N{2>ax^SQ<9k?<)#F>_Hco;E;ARfgf4lFr`cE+4M{p3@iWmwpBp3CTzp zmN?5rI`;Zi$kMH9I*{CyD6=}#eDT`E#Js86pN6&1BF^m^z1Q?;C(=lXV85vzp$(j0 z>d)^Dtz1+vi|I``pHq27aIj`_*N3Em2=8K!;M+^R0dAQW!WySaLg1a<5faWGt!eU* zEw0eMak_Wv#749{&3Kw`n6&HW)$NpV?Z+?G2Mz{|Cb0*`dkQrBw4>VHp|`U5p|>7G z!r%iwT#4tH`z=+AO9z+lqji7Ca_r(gt;%$>n=ndV$*5Rq~RqxSY`0lQCbI+$$rj3;XT4l~m~y=f`4f4-3=!wo?J zW+*~o9ILA}FtpT5iMCTKyM=I|&1icAhGVl|dv0clgwP)K`Q+;Z#GehXDn|?96Dh&i z%}u!GI>ty8Sh6F#*S24~SnDNj+4_|vXF4qhl_@>PC-qmCPFN4V6}VqX5S7ySoa_X1 zSc@C*w2-gGz1l_n*{xYSh->9`(<(kP=IwFZegnE*`q8_!##LdK%yEWl*{w*dU0*P-rIp7q&ts1&sU#|{ zYR-L*ICYrs-cG4+hZ1;Q#y0Oi3d_MAC%htKR?>Yunx7MFh*`$yiT>i?c@T#qBl#s! zeJJYkkpdc9VQ^|aRfIeD$+Ie4_L0>VCy|Bc>-!Hi!=;vzX?P&-?0Bal+K_m`+K%H% z!(`{-LRe$wbkqdy+|4VtgR2vNAFij>A%Rs=9A*Rs&qtJhyv5A^TqzaFh)7)zVi!f3WN7TU4Y^$i#>iRUEQs?2ar`e16?h=U}7a_j{Z%Kd4d< zMt9%X!M(fghG_$guz0P}{!O!xlXLu9;fo*+5MxsC{HUB=9SU|!x}l-f?Gq~={p6wo zZZS>8M;5;hcD>cz$**W6D%D`19kw|WA>0W(wcq~`A2pi@^#&cUFG=i^u|$QD8Dgrc zsp>P;PapA0u*cWI_6|sz!?Lp6X%{67;k2GDD{Hr)Eev7z_bE-K8-cFKgExzWT?Z}U z{jr%#R#paB$Ree|!Fm_z<(p1QOLOIR>z_Gu<^cotT#$&%n9~FaLR4P9%iqw*XyM#z zXd$u0Rv(TbYKo%U9@t}N(g6GLdzA@9wt3o9?U9iYK%*g2g=HogoOpI zk67eDt3b#*7#pa$iPTGEO`>jtH{fY%>PL_y^x$IwoDFCVQ#rf{Kk%$OFKL?Nc45zX zJ?OThonz%9A{?-~5gWn7@&KN(bvOGg%$OXTj9vKRX@+?T06wtP}=Vihp| zeK}cIv^maeQ&|wY=fk2@Ub+7Yb^7*~ufTEQh(z%d# zU6Di5<*=k=B*Ghd{#?{HSq!eB@F3h4_h~A-T%NfHLn~Q zxp7e0vt@}z2ddJb2cVJot#58(eksca(qrw3X8g-nuex%LMXU&(`f18ul2THzv%^9j z-=@@~pW@H8W5+P0`a#*mGRJdquONSpAT6q;Ux!rgO*gNU$h>{8(57moa@TSr zcs)R$TMRsaodE#k4dBE4oal|3n)3X0WhiMy)6@x=M%!eIH*TCJQoX>mq7wZjz%fF^8}htXj=fX#YoeDcEG1?C z=FLAhW+sNR<1}CR4AzD}c(7c#mt=AMdhCEVkO!jQy^{yo4P#^W7QtO2{)E|~dIaGq zpK3%jbR2GYpy=Kc2^gZvfbj+>W05Klff_3q=d)&wW!IcMxq)La^Q~sQ=QS@_bAFjI z%G!zEQ3F*$yu!j1aAy+1`jD!LspNly$4JqA=oRJPLZT+|q}s>Qg#(m8G!Qc*z`fQD z-Y=-(LU2yN?qZEd&lnFizjuudfMZP}bMFk6kJVZtW?yv+J zm|I`L0ifZ{J5$U0h~C^`vZS>q5Xt7DI!g|-5#F)JXnhn)C^5Q#LZhw zE1%je8;+6bo9(JM*sFX=fzw~9;I4@tL+5t8LHj{*R2wLpC!tWywFhrI==!-Ri$_4f z1MCcRc%)y*V^Tfi1`ldst68nmcys$i_OK@b=^!znA)))gAwf$yg(h5?c*~?PeCY7W zm7sWTI7WWG2~LD&Bv;U5)iox8I^)&$Oo=T0YenG`s@2W+FF{Xm_Q3cKPD=gc3>Rz$ z>L@Bj&Vdv7v5xQ-8ozojMITgp41lbq{O?xG0K$1wQ=Y9`w}!21FGA&0G#D|LbH06< z3Lxm_8fCNqEkiIR3EethJir?i_8PgM1#<^TmuKK)KR%pW-Q5S|9k-+4S1{pr!c>Lt zx1wcG2-~-Bw}XN+>wr#O2wfZOb>hfl=}=Sew?UONmthtGJ@OIog8FGkRua3Z!Vt%u zhU)G@eVQ;#SnztpxmIb6X(1%D6Qq2*FRCn8ZXxwo_&U^Xu+g^3he#D`bL7BVp-Ow8 z>@Osw5>NiyR)h6{7x@FSF5Z>DC_M=rvNHR~`aUWDh@dNZQX4OsrWn_2=Cc2eH?WP) z1p;nYmd-Y4F2>bSKOzDfeHOS92GJd;>N4wbuB|M8fN%*E`pNU7C-42bY+Bo1Ui zn8*HCO7vjWzj?YCn}?B+{XYyup~?qp^T1UJpcRP7Vk3N@L%=`mxvDUz!vUkVI#P@Z z@IA;)jKlcW)z#&@wP}V{4xuBUiwPB+3mO!NT>ALyHQPbFg@p=)&nTdK4pvJ--tswQ z+OWfbSo(VN{qC=RFLG(0*4Ah4G~XyLLcEX_NPPKLg9iN5*_$_uRIbOuj_0?yCH4)0 zzyd1E5ax^hC+$$+*&lo6QFusAZ6#>NpM1RB#Kfcy>R;v32GlPgof2YGYu8J|Q*;0( zGyLM8Ju?6|aQ<2utmdSVlqMHoY>+60T@L|^di~n+eDIH~h|d+i^kdD&Y05Fc{VZ|o z24zf4gUrRnMPw3a6_bTkMwQ0k>dP;{f-aF`QwJp?;6Q`-M3$GH1C?bBCx&1cB@1|0 z+%?u*4hL41Ma5twkGP((@mRO9*00mOuzb^zxC<5_xR*G>D@*gK9j?2}QN8#L4Up5! zQu0EC2zJQl&Z+>n#w_ZsRhiiF<1wYBitkEFHX(2{OA_`JWC5H&&4;?8?e}@Ab&M>RRBJkI++nw6GBHZ4m+_A@JR3+8;1l@NF!^|Nn>o zzYrKU_7*%(xzLN&uMFxoT*UZK0>l$2fczU?;6IVq)Rb0I!WGkZ*hf=<&7rARTfF4t zN@Y!cJfh!Q4*|05?Cj^bxT8((7e6i6UXhcR(>#aG1`TggJbN6Kk`g*^73sj8 zCSzeiZ&Zo_Olr>unzZN5-+^5i)RjU;2AJ-jKe zhr0{z+rxI%Dl?n}4Lg+nuMF*0HTK(ixo?bzQa28{Y*$3)tT>U$JeVtthr2dUSghu_ zHiptdr!CM=TE2i&6$>#72`eBhP&0wQPw)2@Ihk%IuIt5^*tM9d79N=qHO^WKFr76& zY7E!fCTa@XD>(1* zaIxr}F)$#t;QiqFr&zO}z&Q0SxCHKl#uK$%7fejJ%vU2{a@&OCYfx(@r4`$mw3`&; zChJ}~Da&cB=M?6Igz#{tKf-t_t>xkS$ODckylszD@F^QXBjS^0j=YHrFJE{aqK{zf z^*lixzeke^gF?;Iy6e}!s&j4s{NYs3C?JqNHKjsGNT{|e?E&O`=+?w{vs=+|C*R|T zA<%QwO*X9QJTL0z#sdou4(7XD@=KJWKA*J~>8LgQIFF_G))Y z+UJq---5}B+luLf4l^4pa|bN*kZ!$7Ed5Fy_LH)G*(ZmYB}PM-#yJY`$WNSL`7!is-rISrwN;9O23wH6ze)}sr^wd`PR|$Rji$C z7xOV;=4*_;2H{SDkH1M?H!MF{!?Jc-2@9urxge(Z**A-l;#F^yhRzFa0{NKmEJ~tx zzKjzh8igpay(8p3Tkj;k!)S|M3kqf+q2ZRgoteeN#@g0tgpmoR6InM#qhM3p05>D2 zrq&Px_VE33JsltEY>2CE2BBPeq%nYQxQsx^HEASf8P~ z?lTU;4X?dwCFr4?t74Q$lFM)H()UtMn{l8dwhHxqsVu6^sbpvT?WbgXQZa& zh(^PzPJcBofw24W>w5h>h8M+oXdiMk%89uhqz5Tm%%31pWWHCXn@+-ADa6%dP@<nxfP{XX^3*{@<&_=aUy=s{7w;%-Vv$e>i7fmMwC%MH4RH>IyZp>9rJH0LGkkb z06GqIbtw}p|4swBk)Qz2>mqDS%q#!gYTxcf)xJ<|dL6~Pca1380ZLq61S9yN zKkT?P3lVx84aXSx(*$m^qB8WU7Oc9As&zukFpVQ9{t(X+9~V;7QUBO-&QPYDgJK+| znQPPA1-0g68bP(z<5B-OUICaSi3-X*%wAO6?sGeS%wmE9`i_`VK7x8!yox>j(N`A> zmgC#H!n^#;p$9Oy`rz1&4bvJ^}$=19*82{UU8qwxf^hHlx> zRQ9xkIJa1t5mOMzq?J})2adK2#OYr@UHYqwM9I5itE$dkyys-Xpog&WNs_N^KsrD-zg9n7Mec89-!}nVIPW zfAMS5lL3pC2rCkC$);azA+v8&1c~ChVU(kzBy~fJ$_jge?4vsgbqm)B}4<706 z`*q^YjX(96@m<#AmASUEV#zf_f+{Jz1V4RhwGVC9-ycO**>uAtcKjB97VL0w?@t%W zpH_iR_O7s#a9U54Clj3jmcXdl7fh4hlgOeE>lq&2Tzt6a%<#H?^=#&b(|KP5N?Bz1 zjznPTp69BgV`Hu$XCdIUB3|@<;6K?M-mDlF&|hlxh4CG>A`rXpmdyc?fox86qf>Mw zBMsYrHJsB9xIO<|e9T}8U)b}6%R1Wybw2G&*hJpJJ2R8Cy6>FG+{0@D6_L6o7oNct z9ir7L(ddQ3k6QiEd4jshyi>`%Z=*^1-44$twNF5-W;GrnhJm#4)$7-KYdz6}7r@Cr zA$aq}u>UKR3xWJt?A^O}_Lm6w+;)^=Kcd(B6YP(BX#(#YMQ8pLsi(AfFZ<(x(>^Lt zF0sBmp@5dG&3=2T|KI-b)+UBAQcgkdps;A3wZK?eY&0ulST&4 z&CO{RHx!peTqZR*<5#hdOO;IT*crpLb7-BUiED4N(f!;T8w0J!c!2LJN0E#xuRKz`LKO>_iO!b4q7r~1@Gd1L<+c- znBhjB=h~Q4;oYr%z^x-g-P@9U$(B;Hi{Ew56VLiE>W3ei@!TC%HG*D4DdGGwxY8FG z_s;eI}glc3JX; zHC`;ZgU17&5R{K?R;d-K6#eF$9RSZ8_Tz#SbwTgyaJl^osFgbX%^7z*6&01mbh$q! zh1l)#>c!q{&DBk9Emx|{Ci=352v7B-;8jF{wwn(b{qW~(^i&~FEX^HR<83(_n?pE) z@$3BHny#3=9_r5Y?*;ZjmEXXwBL(kWtXl4zj*pN3&NpysdtFi4ZwxG#c;C@IOCEFs z=4Cf)S@Rq6q8!Yss;Yx~Vs7WVy}#d+4Z3cobpvrp=<8D`KYb(|XraF3z|-5;r`H=pMeH=CJJ_E9_SOTJNoxS}Juzm4 zyl55)?VMWgcy5M)*Of3EH>&XF#hqQ^MdgBiozAFl$1KAq_D^zh+HXVn{Vj|+WC~bE zvqMF~fq+TSk?l8!4EN{iT6nv3m~HwQYM{^UeqvS@CA;T>D6kMJ&IK2W`Fh76!2j@_ zjVpKn$3MvG={*c;=nfDhoJU7Txi%8@e-;-Tfz4`o9ChmEYl!?>Ka*|Nzox@D)Er<6 zbS3$Me)1=+ZCtL~etZdDPfBc?aECVk)h|;=`6zjza(;pz--J1`pKX=$7{KBVQ+OO- z1H0F-?Zg4%94Sy{((=AL!)5hxHv07i#idDWzv)6NM><7JLIPF4JL0Lr1UVMEz4o1t zx!c{H(9Uf*N8@iV$Yoc9})tu?GKa|&*( zL=L@(szvf}ieR4WNK+1b*;aQ)(Ybjcr>Y&y-X&4fVU^XHt;?}B8b!Y658-yZF+wkT zj+__TXP=I}9Fmn<_mbLo<;9NJlGe~LDM=Sx>fUo)#klTuFo;?2K{cm)jXBK@0er`~ zfAAUz+%`o*u(S{;C~?w$6?JR0mEOOyFn>^;|0rEl@-=IUvOH~?ath0#Ryiw89!hWp zPrXBxnYYr$OeAQ(P@^H_m#pTG$>ekkD6Oo3a$dw$le=s~#VzafMQ8fEFgY?N^1Y<{ zce9Dqsx>5cvmup5V6&?BWUGtu2|n$Czhj39UOC%r2O-eXGCw23Xl7cB|W_{WFA!l^=C> zJyoaMF*05P9o@p7`uqSq;Eo_Z#yYN?l+8l;t!+*OASX&n%8&B$@ILcalXc8Rl%Tp- zR(}8C0}A+)C{?f1C~od{7kj|9*I9O{u_)Xs!gRrw6HXA>Zbij}K^*bXJ>j~`4HXNu z$IfU=f|Q&j3}6s_AcB~n`;OLQVPPddgo|c5YMlP%Bb{~;sNH5BH?UP3-Anbj{U{|y z;p)0%_twyps!b=#Gv@py1Ecgq9nO{y0J);tbY8Hs##UCc5fTwmXv*a3aimmj%4Xrz znKu$U^k;jJUEr&NZcpZFz zV))}=n$`$hUK>YvUbAguH~VDzS{dTm&rW?%33DPO`X-5ILxo72$Iz+kIKogygkC@~ zY8cw11r;&DdSe-`@x0!Nk5LpqW(?St)!4R82mYSY`Tp(Y^ZQg3>A3N@Xbah#7iB`> zX`(!E02Yp>{j_PhR;pgIZr{(ZgJ3?bQ_Od0guc*1=jga}7Vs;BqV2t^Ceqf?)^kc+ z9Trt`&HA89_7qt3B4>Dw4 z*s`*9y&2&2D;VY>O`&o?5d}5R{U|FuK1p^5bb?QiY`4C^`@WzVu1}cUDGs=#mf9yx zRkq=!d9vsC8=og@cIxrOL{##hFTLNuj(&>({5>mHReRTHD$U!_{1=_h=Z^2OwP$}# zcVp9L_;SiH^YdT4nh50n_E{t}yufu|+riD&T(5L>>`1+ich(q+ncuB1ci_ zornC>p*1(unDGr!O2Sv57vKQ@kobTi8z=QS5f-r`H^8-`cKzI-8h`b|Z}w^R7YX@M zKL=U46ufAYY~a^M+u}d{vHShKqK)81*u#C-qPkU)ZNlh%7vPJ-yYV6pEHw zBH#br0J8Jt0G)|Lap%Xh!2uTK1Gd}vc;pwwaimx1=hBMMqPftbzVnAAoRYFeeN@ zx3v*|O|Ve|-X@};AP44VF~QtHx47f+$u_d~^_xXMRx9_67M*7t@t^d|Chb2C!`J8J z4Tc6)X8qeS+Z6)e(Rps8syB(svd?t^SGo4Z##!5oLZ;#lQoOaLyN1||@8D9(Dee-$ z#rv5YBVW2q@Z>PmV-=F>^#|IF^{%Riy`pFA#57(x6yT>7msY;Sj!qi|0Vf(gvzKfs z_JD(VJ&)!vhY?Pjm=!%axU>Au(!=uuw~RY|;Kh7kp@A`C0Z#O}j5|=>nL283pLIct zwJm4CW%W&Bm>9mbQLDi8pnk|aDG1o;`}2y+vLg3!kX`UrGu$#Tx$_+d6b>b zp$bD=ADgKE_1}aH;Rnw*6spBQ`2T)rp!)FQYUT_C`Sb-gk|%G=`|f|$y(fVeQg|Vx zYf3O*F-p*=&B#LClor}kJjNRU4pPo=>sf6?LV&_(mG=oG5N42-|9>neL zIF+^VP)h}hkfzAM!s)!`=7{fK7ZACWtq{W8YIAK?N}F5HotWC)9jO>t7-OhH#gTKs z;#j(~zZQ?#{j+Gef@`L0H_}p2W+YjZ_lF0{@L*;aM5JTL*Mc^J(+jeGy~K}B3ogZM+lN1}ve9UTu7?$^( zHSXNC&YaM)N|2RfQ7;zK8BK3zd?=kwX(wxCXX1aSzv2vFw7Qe2oulzd@B_V)_M)YF zm|KOAJN~7!J}i2B&`?ErPkr0ecq;jan*T{_(ktiamGS~;8{E(~II52~$-jDBUfqj&BS3mZKDK~M1`sh>S?Yiq@{5qSAhP?a&MIcfXqJQr#wH(eE zBbDs4{?vgf3LFEx8q&k>|ujj`c5O6{yIK4!_*eP=dGeFW zr{3YtYy)cQ-O~LNGR|WV4PgOn8t)TM5uq~#L4nDX3V5@{!r72soerz2N{vnPm1@~y zI7yPD>_GeL5#hfD&=y}pR##*&xM9Z;_cb;?wY0sSNb4SNVQsi=XQfdf;WsO%!k(50 zrQYcf1^Fnd*|uk)Mh(Gx(5{Qk>#X8t7{Kj%pkuqGADql3gYS%xl1FB)2p^fi6Hfu<>eYRmM^#R%_#eDXCGqLjwy38~oA z-RAZ>U(g7i9u2mZrw%?$hl~!|AV>0J+?j<{K+wK{X)6ta+#%KaF6{ znNU&pJtnN)^cI&J<o(IRrKP27wLw^CPM>+y z%s3Zz!YQ5MJ@=^#!}gnM3pQ#og&^z8cQ_$Iw`HJ&q@$xF5b)pvh!+5C0uP#RA^?;V zo0vGoXY{8~b;K4|?t9RDcDDMUsY3?pTtt0#vN|?pz(0L9HXjy1Dl~nP7u`#dg19X`2!yGUhc9PAD zbwR~>d*J;ryLGL@EDn0#${MyvV>!|Ynfdu4r>73-Ue~5w;Y8g4d66yAYP#I57{=$a zc>#kE%PIXxL-449;oVgje`L2`|N8g*eAL{rtK3!5tW~JKkPPo08>oiynRQ^Y04hDX1}%?} zkPv`B8l1dI=!22T#A=3zj5Ef0k|0p^rep1``a({M6!ghtUOt&76NdW zF_spnF#LW;Rv0{I?TU=}=m_e;9Ds#pc;6?zCw2V-@VpA0Hh2iN0kCl&fQk@=*O;GpYoRwUaO5Ss->iRG#?1dHVle60!|wxnm#5nk z1)b&T{O;wt?T=t@-n@a)GBR4Rc4pow^ozme*|fLpQUO!^i)@;3_3=JIg4P^+oF zvmAnp88z!+A3uH+0_%t3Fw^Axp`OUY{bg=*^1%OO&8ZwmUNoTT@JLucf#a%@@Ipo*#XQ0jKRW zZAk1e@^;R)n$lKHl3wWNv8GcS*suJ7yHkjKL;ogCxj0H zS^?shb9_?I)8DDUav&ptAbo%b0e!8JWc3lHbi1w13oEkXoPVR1&UrgI zvH;NhZlhVRw)6ih`V`qAi52bCr!d>v_iK={s}oayj`R>D1zL>t$XJ=i^H*V{QxtZh zAwj!2=+nrhO&`f#Mh{s}I}=@c4Dy`!N_CsCu`y-bYl>=5$ayN{US%xki&p+~*RM+Q4NaE>U=bk=pVKwv zDdf_DH-|jtRk)>e#?wa#P6gSW^{Un_LL*usd1hqyuD=(_KYa`8S@`cE_LP2AZ8aGu z`FEk~L=tlzmY(=NV{eLI(lGGIlHx^206vGvn(}sIxQ9Y5Qp3dP_bt{|O|*v}?7k9+%y2QTofybb1;uy_2 zJi+>pHHcn|&}zFEWPbQ$=cB^4_A9}V>0~)VOsm_Klwag?j*eMefLfw`-~Nb$h99|A zQMiO+!D@PX9@LyqKmvfN1M-A|n&+`eOEbFjcNu)JE*J`xe(m)sCgx8WuoQ@^;^SzD zp9^2lNi+=yjx8L|HG=>w zFpnuDt--5xZ=8-O2=<6a zMskXiW5hJ0SsAnsl05C_kU9|Xl1-GeReRKNE-$l zD*~TkZhZoaWsTkBlm@9;BYcP;p>g87y}HwR9HU|PCLztk1Q7&r6hWY}TjLyYpN>|) z>b=3nc2c?6$SttR9SZabR_&JU*5lZ_gaITX3Rt;=n)E$v@wrtt%My)1^?FAHP@vew zVYn9!dVHJ2jyjYQ0Hb;gEm-L_Bi}YmmA$r`wRK`o#*oWs_=;`DolevE9L;`y9(P>Bxa~0%O`#FiKL9Vj;)++jipfU-5BY z-9G*VwCum=PSPLM=$~a$o`&2^qAxSD#$AueLX( z|MT`oMSI0a!=H;#?K|)JIIdFvE$8*`wIIwFxomHLu;&K11(sIo=7($Tu$qinDGzJ_ zPR&Ua=q*pzvCZM*^eyB_mVyhDtx7u}1SLq1`0epqC z0Ssk^2Dh_G@qY>!9HkDmbxR|uc)s9H#7L7q~^IZ5S#W%s5CAEq8u?yfdUJSbjA!lc2;}a9? z4~?K53CMi?fFRfoTKNt_jtgQ+_l*Q8(_x@IDBBNwN;RNmFOawsOh?)_7Ml|rTfce* ziizKhyKsjc*s^PYR)o~L=frBz^9<^}LXCZjNItB6I{+ksBojsb^*rzHUBThF?L=TK zN*4~M!gR{4*w9idDfd4w>xt$LyIl!o;#!LmhFyXTTN1G1b|yMZxS@i?;!;bdDFSDvQuEz#|ZNRk} z#tIPztZH~QsDRunfmzq?Y>V6bQ%6pWU)4IaeS#lyOw6yhTP(BxX?Ym)9IyKxiNO2V zgq$2+_lZv+i4#6xoEi-#vxC0;m;1Y$lU4+bsOadn==Y?(AoIKem0Y`GM34gv6d9Mg z3YbYKC_*OGhyF|pBA&-~hk*X(8yTCln^j)@wHaxevSXH9y%bV_Xlz5bi~YgVt+A`M zSXo+n`n3VpVFS>l-felfhdzyGf7GLCB}Ha1wSQ!kc+Z3hK5I3_Kx!z^zC;El?<*M4 zV#xO^)6;%hZJC<&r7tP>E6idQk*w7qmy9ofcsj&;zz2Om$4I4A2TrMgebg{m{7cca z#!&sJ-LXO}oXgUlXrbK#LaX?`-tHmL0Ky}7_Po8&pdPD`zr27Wymoi7nA_Z(4slXC zIz$E$aWNtPqgjg*I2h1L+@6wAyi(NF|MHRBC#`|XiUN+tvrW*i4dDkK*5rn zLWgUZw*ssQp$q{}F2H>S#A{-^o|h2wXf;wW9jcJ**86PYDaiMxYIZ_jU5rPiFRkrl zR3DFAw+M$tW{s{U+HZ)$fG=k0?ieXCR|>Ks z$&R&G!bzmw007D~7J)vCuA3x)ZN!bvyUR>1lPYdy#dy$kK`I>Z1a7IgVSnWdw#;K_ zb#wq!HQ&3Uoe7Y=ig39rU%FPzXI2PxfI z1QiVpsYp_OSkKTHCAqUWDf6-lh=9|DGzt=E>n+qcTUx4IG` z<=sifW%Zb}V90Sd;(1RpqRHwlY7n_~!W-ren=DetE6&A=Mu#fWGgiPB^=^6$xBzQ?eH$FKn_Y?|R5IBQcr*RB-Ts8NG8qDC0RaJf{v91q zw_m4XE6Xa{q#R`Yo93K0i=3R#q-NfQxeJo=En9*7^CVH|g}9s{4)X4psHL`uh}zpJ zYG1y)(=opDDg8k~LBMFB*Q}3YYPpSpKHhgb+I)bx?tVH2QFtEt`2wO)rEAjUj^XiI zFC`5PHW}G)UT(UCt*ve7jpbCSFN=PcPR;BGNy*hdx{|ECJkv-sfVFReEN3f{sCL!Q z{gBEt{2OC@QadRXKTC6Gt-LII@R99l?{Lt^Y>*^MPQfoVx}I=7+@7e@11{XA3*gSX zf=}Jee#6zU_kG1|3%qAQ>b9^#%3fRB?LZvvRG3RSa`B`^|S?k_-qE`zabi5!&xFbJ3GV%rb&1C+|kjo zu?}#KTd)&@p;T^S*R^Pfdjl~oAgKaY7ov|p8s71|^Wu^B!-e;hKaJC6W8EhOU0mNdCcq%8_W_)xin^R+k5oE*wRr=#z4Vg6LvPXr6U)$IT3?lDer5?uPWBC%#zL5)MW1C==vZd z2C{*|+GrmTiM^fOZ@AP`NJ3uC{K%S8Zcy8!B04yt2p$8rLN|p5V zbQ!?3I!V+HY_Z&_DVj|Ju+xfNU9xpca|}@G`dqx?rQd^_etE&CqhqxvVJ-U(bD$Ke z&&idKimn|y1H&T5;GL2D=PH2S={vbIudC_l$PWLA0I1 zWdNTjC@M~P%+}iKPo=A8Ra`o0qIj#@5KiR>F_85M=MGPqs^d9Zl9b`1-PIdG&O)3H zZI&h8yrk(Xp0-D{=f!-&D}@|3Z9Eq+76MHVu(7k-?p00hkLnkxlzong!9wR+^4Ty1 zIur42X((QK(L_=Lh?>Fzj+vi7En70d z4v-w}!2Cw(9y}$m#UBwoA%SFGE`h@3Eyf)|m>^2zcb0#Mr7i=vZ40P9v0$ub+QJA# z-Bh>jJRw>WD`25uq63cEVu~3eV@XIzh)YT$=l~8XSDK6)II0?xx`-D@-?rS_>&B@W zd>_$FUU;WAR(?r~U^x2}yB3t|oS^A0`wReP*ncYW(NIwn1-%7uaBvDW8*qI*&!+ejz<6iHGNY94o>HR3%vn<8GYp<6{KIc?CdiEHSUk;r;4BT?IjjTy`nuvD#I zRzB;%Vj3-YF}*GQL*id zpj5b@29b1v_AK-mS_FU8Ozpkw#grXxtYlUMb^kn6z({Lc4{tv1u^iz=yS#^#v~*cRx^PH8dNeB?SI`| zXxqF-CnT2Q-mYCFQJ!3)0K;Q7FVI4#pLYRV?|TX;{3`2j1X_rEZj)JiCGYP}t~uhB zM=2zs*z-#ooLp@J+uA#TW=r_6+h(CHSBH7GFj^9fFb-5=!XWb}mE zhDt7o9wWZWL#^`sAQ^^c3?Ln-)l>Ps=Igzb+=?VDb>iVkSU_4!=ko^sta{?pAz2LQ zp<^^iIyk;Cjq?>^=0`zH{4vpOEF8EDZL> z^1(iS_}q(MF=m_6_j)TPS?XeU&E_i&Ie8113L$rg9M*#y{=k{a>ucMtHa}+`EA`m~ zFHPviC}V)A4N8jc^U`s0km0!Kk1PsVcw4@AZ)ndnujSPLQcVvEx(xuE-;GZutX+9X ze`&(hsgl-xMG-NzRU5Lcwql_KU92fGv`{3HU#V47#>KWVf{o7>F>%=uZx{do<6QHn zwINx~Ab|r;>*L_qboZAmI~Vz1i!c(p?#guI)D?)^a{rxPzbHWk6LZTD8seT+hRI>| zvz&mVtO(iF~M{O{4Be~;QWe5=JLz2adznN)OR zL%!H9Yp)$Nj9<&4Ec5m)z5v9J1?V}(lN+EKf1Xs=Vr~rxBj5wkruF#s-pccM=%&b|g z6hx`6@_J8uJ_L&-fk+n$J&J(@U+QZAcjqqj!Edn)PFV9bUO4fDUTQ;i1b%EV+|8N} zON!U#Z!jCl58agDCoR(C+hsc>*F4(s%R1v#)vS7~lx~1kfoO8=)Jsh>L69deDq?^K z97)f?@zpzQ!9pdM4ewA>@mo|6Cq|x?4%}4^GbH^Acez;0$`eA4*VBa;YKO-{_{*(uHO$4cFu9?|8=?qQA#E13C+E~1I ztvz+^UDdU_vm3_}^~O1440NwPPlN>Z>_dAdv1nK*8Af*EovSz{g~jwm7~5P}4X*a_ zv2*EJKAECX=YJ3Z6*8pQZ$**f;)L|bL2VW-jWUd2({;bfO!&^42tl25ycYLN&_3w%>zo zXZgoq*)+U-3CEGpaP{Y$3)a0B)@=|5*Q&7D2|GRb8a{}HU8V+vHw@HByrRB-WTEBK zg_&@6fv3XVsTP5y|ReNIpoP;9~E)x7pzy9@Gfgt!~eIJM*8tC!SjTj zLvHnKw8b19<*53x5*^44AaMEcMmW&xX~0NFB%u6o_6ZkhUq2eA?%jv!=({3mjwwuY za#F>t1DR_<43@sWcayjC)fWfRq6bTom%w*xu-QF<;Y?Ji3>sY@#7c*KuqFYOZPG%g z==an~qWXoBd30(8lWA6SW4MnWPwvZ2#ug z3O4#$CP&)~@4qaQc!VFXVUV~^4}`u6Aas#Dp%)HK+AU-jEmD8)49;Yq(=$X!v|O=5BSMOrB#;&FR=)qYwk5Ro z&n!xZ`;7i7&*^Y$e#8wodYn6M&r2PSuS!t~F#}$8dC_#AfJgoUpD7-fmxr=)5@z7@Z8?)1d{;(7Oeop1)+iIako24-c>+4 z!Tbi$rK}=g>>|NAIU_iNdV23BZ{{}^u1ZGNZc(Ju?$=Gxv*;Fs-)=w-v@#1DIQ@CA zhKmD$kEm|m;=w2?WWE{8P-~82|I!8wYZ2(0XeLIUC12{+_-%3Goz%MCLjgjKBQZ7r zJ=1zpDojk+02Rom6tu~&gZ%uBH2-l$tk zQ<&mlau`lWXFw$2jJ_4LP1fXqe`keWYw-GYW~Bq@B)}>b+@b+bDPV@JSm27wPCjj! z2|6nve`R4GU4cukQUNA@R|PY(Y|uL-d2BVniL6Lp2%V876p~ zkRWk)(Docf0nW`?>6pki}rX|OHewvM|ww6wAHGX(vp zCkewQ>iAr*iP34NXzcv|_X|P&)B`GJ2&7c0G{FoH4~NQ;nVFdlmIO^F0_(=3M-KpY zxIApfm@YR&%T2YDIB^3o9GEpbyz+pmdgFB008rv3gQ8nxg(`Tr3<@UBsh2GKy>zxT zOz;_LTXzSWak|JlmwUYc*2ju}(gs*BTjb|TpmH}gHTAe$4kUK_`|XpWVsvtHA1IW% zr^@u0M1DC%b@XFuXkz2tpy2wt@>H~8| z(|}3@NBjEqFTJv;!xVizz;tdN<$+Yhqebv4Bkfg#XzY-4%=B5jKefN?DzAhV`3`QfHJ^(O*b})vyxG~J`dF=pZ zK$5LNW5MEN^Z7JEi{SVO5gOls`ZIRk zUPYao_r<+xyxK_dIQ{*8ZEcN>X}G7Sb@OD|sX=`giJp;>ngZlO1OICKqw4=t+yAl5 zs3yn!q=Z|aofF_?b&Sk)HI2eX=^g%!BV0WqwQXeoCQ3&#$RrIiGl)zBh6Mo5a0tM% z!v*&PIWVN6cjt>t3I-RUvVE{0=>H&?uH2BweK4Z>B z9I;`4uEB^`R#pb)Wrp}KG#FcM?Z6P84Nn?0`}2f|BkY@SAUw0#I4uANIsxuB2xeNr z#jOCAlrdOprk`d{O%8K>ytP_E<-l!~N}y^HvGt`d!R=i~^IF|;5Q|ffpfxB@{m`c$ zZCtn|@dGSODwPZKG5hCcFeZ0-(efY-l<3F%$PJ+HR<X7Y zp2+CwIqmr=jP+2>>8u9)Gkj|jb>B?1iMkd z=6dS0=kMi9nF2PxNjP$iG%+kkJOR`d zR$C_xe(4CbSmBVzWg9=w&T00wElHJVEyIj$;Jrw*rBdxh0VjKYFCwxg3j(YIOhEgu zTMI5)qSRX%&tr14*aV-+&NJbI%=ZZ{(5#E<3b|%J;FQBa@<1Z=0mX&y+s>U9-+|X3 zDt;6=3geu)-k@(=S>4&Ogb9RO;5Qm%`GNG`Zghb-=ZdH48%g+vBq?i3fm|~OqQ7rHryG@F zXZJ6@#B3c-df<=kikraCuW()ZGHX){uOfwRm&)BTi>Cl&aAAUxDbA~?MmU4u^1EMI zF6j*!p?=->VT*wC!AzDB@pL*2^)QA}L*Q|d0d6pgJ~0`1en04XVA||B2&WUa=XCF8 zA^5r}-hj9KLx^;U4Pcs#$^pSv3ai)ruhPyktg7}~_lriQ1w>Lp1d&E*P-&5nRyq|4 zX+c^l zbjfu8Oh3GFZIy1R2EEw}kn4;_kR(3)yh zQ9-kjjjIMxA3rffMO7w-XL=^#s$upXwz$qvJ_?QcJGK=Wt9*gNYCN1<=h6{5{aYhh zD_T77=QjKC*ti(l1jTzs_nzgzPPt1NQsQZ{v8&?g zkM$E2!$2G1CT1+Rf$~1V`%h^vJyoT|yBL}N{F~bnx|(>U=EUEwUo{}VfoI&-ZQXU( zKf~Ju7bR0eo;s$4ZO9$4u#e`|gF6cloak#hdb-Uml3AO@%YIG);Aexfb(wviCgXbA zs2>FGmldaB8E`anDwSD4;ztPU+hLkzQ+6U<;p_vqW8&+I>vu<7>c_;h{V&g&8uyj< z8HV=HattR%)S11|guI_h4RYRliGaGuSpAl0-Bek7z7~pdZ}u48JQ+=!o^3EY{ILM3 zI6pilFik({AW^5KjLwGYQ{PLI!+AT-Z!Tn`&*D%VG!fQ+D7DXz%BEy;>}``(11<=h zX#1!3!S}6@jhvk#oZXk&CA-Nz=T3T4hf(Vr~?aOQ1y}jAH1xS1ICAEW$@05g*6Fm*S4P@;RzWr`g-yq)m4D5p?|#Y zMKqkCO^nwZIYgyCMYygVO^{R!RIW}HC)u&qoiRE0Jt^0^Z{89-L9dhXXjR(}Jd?kb zE&YP{*rL(aZ0)M>0k}b-58*t$$1~!B->yx|f1;Ab6>gwmX>G*IwKy5U6%t|<#jhd0pBOTq3Nb0pBQ6J_zAj7^#a|6=4d&1lp!w5n+Czh^B{~J1_D4u zVDb3O;N+9@_Ga9Y0cUn9BQqiwBAP8Pu;RG5T-ZtQ(Vxmmt4K?l9#{_Xc6TR-yy_7g z*{@kwqpCw%_Aupr4)vi8gi7ls75}>P3{lNzC9wQFJR<$rxxXe;-X_J}%$3Z>EJ{mE zY68@-H2yrJ+K;IJ5*J=}|8j8G37%ww&X$eEG3i@3BUv94_8&je#uK7(2rUC%J`q(5 z>x@<_SK5lt5eKDVglur!hEiT_ao20Xf?}B zXLHLIm1UVsiHODMfv<2rejs9N&&{|~4n7N;tk5UBRXeQx$D*N}O01~C#yOYo`E##R zqiSrTJ=3Mf1}1p&rrAgJd;DYD?5YJAeg5~p)}JGR*|^~-N}|XF!P4k;n)&}Z8_p| zX$PKpe%Ed!GX!jYEq z!}amA_2hSQ!I~$ubptM6Z``)lP`q?|=BX=LqXpTKIOgZgD$y4_ok7yAs`q>@4@TNE z>M1=l4Frtek|ruvJ+EH7+myvG7R$5B@qj;Ypob$W=<_+J-cWXBH~UA!TDk-gIQ-7G zjzaxYt**;T1=4pz{-S5@z-QY*69a4qO9N-icvu*H3t z8=ZVdBb=?VCq#Wn|Ms`GFQ2y3+nc+;b%2XDLOLTNa+T`ASM!~$S97=7N^5WECDDZ7 z0VlAA3iA0DEmW)rKLxSSrtF!-{ZNTpQ@JfZDNwj$C*NiUXqCQNz zVilXxDlVrn9pEeEZ18qKrO9-)_VyLNgurkTWo1+j-w-QQR8^5P_T2f^ow)NeB9`+T z(`mnBy1w=%LE9d&=Mk;!t?@7G=H7qoiv02L0ymzPcHIKz?-74NWCGl)oFpLMODd85oDow7-&KA9c!#5~G*A}=f>t?jyxR3@#xYzLGGfi{SvS#Pu5 zB(&l?#WZSiz{%jSS+|J8la?&|Jhni)Y&>97d>s>L@KpU%4yg!5Qb%vG-Mm1af^;%O zo4@F;L@37CwO7yN?~Ym74kqhV#s>;gERHG7e`5OhLrIWp+v(V)Cwi-sw-#%b-b9MS zlZg%{+pI7$6H(kk1Juy%GR*a-k*g-mPnP7~olKHe@74s532rqS^@bdd6Gtux zJ{8sw3->GxdQQ0ZBrTnBa`LA40o7T#F?eK^m$Xr_Rfsii#p{TambzL+<U0eiF3 zka`pQ-#cHkN)TRUG~7f<8juziS@4o~_$ObyxH|6POKkHfTlY*rcVx~6F`<~EV9ALf z3D^8BK)7WIyRD3t)ZV|Qw4sY&F`>7lh!|r*K4jRQv+vkRb^`MExgTuIx%2|T6(|hN$9#b0)R4Iw6QIgyc#fp>L_suN@b4u-J z=3cX1t5gNQJ-Q%`B&sG>LXJB^5WVMMo%YTL_TT&T0v0?hw>6fy)ES&avRHgjq3U+7 zi3i$hF-22mcoe(s%cV~VNw!sC+GH<9QP00@h9a`x`-?P)Wc6fFTf3UDg}V zxq^V=aN$V$Kah5Yu=9sr!1dHIisH&>K$Y_7eKtdCVC~_G>>#AEg3_O4)&D7W!31Y! zgbtw$^z@#OtzMFru4>$Xk{k#ZJf5Wft86JRFQ4GjMTY7sIG{$(_Gf8iK{aZ>#CfVo z8LV*-%!boFsKCv2nlmPJa&nTkJuEB?)S&|lzJEm`R~bRZ3@KV-_Ak5#`37Pz&v(Ch zI&T(084dWA=dalt;Pb%LQQ8{bsU)Hp-)QH*4?q>f>s1#-Bn+6Zhjw;}BDPwYs((ib z-(f;^i%pS0!7vd(S-`DA3V(6zv!sdf1>cr8&5>JH14W|ULD#2q&Qk__Pm;MUg1AuDj@Q*Lh4jEh1= z_zO*z+A0cS`~fJcl7-*})vZ-d5t7n3+)wo_F^sC>+1)P`^e;Nz{kd$vpO@ez#q8qh zI*6!wye}=c)>zs}b>&7rT3*iQ8CD*)>~1b@+Sywca)^>?yZ=6lsq3^Wq!?TWBS^Ee&=rHaY@fT_ung1zZds@jxtvkMzGx&&N#9^GyiQk zgS}e+#uBDaFO{iMNPReCv!B&$khj7|{UCk0xB7v15&sbLa#)GdLArE6fgwB`2*n2x zyrPNW4-v>8{v8LP1IR9{i-`U|>CQzJpoFY&Tc|Ix?FXPQroFp6>(N*>@?@|_im~<0 z$QOg}5kcKT{Z9cTaM@qJM7XKku>+|P4650uWngH}$*ZPcC`cayI$T{hTicJT>7#Ch2;BC!H(vW^UHTz&;qV5yRjlBSUMO z;Wzc&ra^(IZhCIc6>~>Pp(LA25Ad1@)3tQW59Caa?+JdButt0(pOG04^8S z`SXvHU0<%2gn%#b>vuBCp7%F8l12G%$32$uuH*&7telUJ6tM23h!~wvP`Ov4%USig zH}%Le8Bv%CcZp?0@T`pNcz9=i_#lKR*Ecp=01^dp$8G5+Z+PAX3D_$Xg5wWBvdwbj z(nbB-|3*mU0WkGhCxBY1CDh}gB8*xavdinuP$GY_HBZ@9Ao->07c&Z6lY$V+kV~J7 zlw2{JX^WeCLP@dVdCrifhY#XjO3# zg?_)|kyTteoKaBl8cORi?n^)O!IB&gfI%?&Qg;D;1z3#a!kkT!ub z^|-=0W6U={nDIIwv+-QnRuo>wi8Y=C;b*=D0V0Gnu@Rv^59C1TrQn&(b|l)5ltsgp zI0FaSY1C^DRHEU^aU&m>+jijjMpsnO6Q|4{Lp{E?^6}~m%y8mzTL~SsrNGvzqo+qj zjK2p4TIkK(&%CvQ@v!!`&-h;B@JPQz2{hDjfsISsle-59S$W{`m@m7o3#R98OMz-z zTie>fQD#h%?n~DsRFHafGt=5OG%{owVH^7t{T-lIaz%z_AiV$EU37r56 ztjI4Y*%8|T+Z{(8*!x`*be?QbPN3MX@K|ocn))*>2u+^@Dqpxwb16IEUEv+1oWNRB z2A!R9_<=R5(+h#>}>jc_3TF`*)NAe5jAr%vMiZ`}rf7Ut1f9cV5a<09a<|l9G5(Gb(&t?E1eCNOrle{}uWOkp>6Vl9d95S0u`7Jdo(A zmzUR#utq9IDNm<02oa%1kO)9{Omp}*j55Wr(qU*4ATgIu5ADK%zVrVAi65OU3gB+& zQf9)uu~A*Cpn}a|6;N{FRsnG;nh#`PSD-$F94wp+Crlah*L(v}^hHF(MRD=OXm%wn zL&M=oiZwu(BH?C)O!jbXwt0VVDoPy8I><0l(S(oMSul(t@!UmV3&8hrT(pS`5suZ1uOA>-2yOsQ@ot$DE4kDf3TynBsXc*zY+-L0^r9feU4xY|=_Hnv zfW=^(>IlvWxG!RuR$>wour}KO3*ltKrH#&>-aT08L!UvCP9FVSduQT3Xi!dqQ)N2k z@u)exEqGT%0dMd!EX)hk-t3yiu#@WHpr8yr4aY)4>NrAtg}&Uk!;SXX`1lp4mK|Uq zOuTjNnt(a`0Jv}HYu?e(kq0mXO5fD?Duf4X=qw`OJ?Nx8$C`Mn#asti02r5}vjG#h z50OO-!tO$E1`(`LX>jKNk1x_za0QN(m75!hTpmKR90uDJ?)5Ra&Cr_O2ZSo}z#y~& z1PcKm2P%G5=#R`(e1*JAIkp!8*Zq(Gzr&%dtAdMZV=mSa{=)@IML}IY_oms?{{qE7 B?KuDd diff --git a/master/_images/sphx_glr_01-vector-add_thumb.png b/master/_images/sphx_glr_01-vector-add_thumb.png index 65c5cff8586e00b41c78d4926b53af5ff6c63f4e..2f55418e172d3dc4a924f5cb24b8b589d3450db9 100644 GIT binary patch literal 15474 zcmd6O1y_|_)Geq;BOoP>bfiAIcufPjE0FDIpefPfeeei5NO2Y=&YnC*># zAS@s+^;XL(eSg8z3vc7*@%ZwOy~ns5tvDskC$*j_IhLfZ7 z{-9KDUBgkwh{R_^Qy2GO<9IhOGVI1(u8?6{N?C{#PrPoz+&q?+V{P^dx* z2~n}ZC(d6Zz6PH&rV$UpmiQa>EF4=R+~@26)-M_FKOxpsQNfapC4H-oSEGm{Q7uj! z^CeTn7Z(>d$Ab|wM;fUYk`>So{w6#ss$<)&$S4*&2Z@sigNBaIWkOrmd0d(Amyt@a zjXGk^gk7qzHQG5h+rqMVbc*r6_et5<6wc_l{z9SYHhhKn3Ufs z=;+Al$&)7x%*^I(pOHdBLY#))OmR5O^Yeb3?fmo^pyJV@DuJUlTylF6WRDly}+Lk^Hx)1H6T=2cV6I`bIOTZ$Eq z%ryf#G0%DrxwuUqA6yM&-FV#gZ#L(^ZVfI2H-|HhkB?VUtut35=rddGc~56Qlpl{N zvcnqOKg|C5sHmibu@rF2%B)+q{(FFJEm7Clbh1R>ezrPdqFC4Uu<7!*4ea&Z-5n8+ z&1gM7s}#5Tnv;fIjhbzhnX_I+eaUpC#x_H4>km~AebH3f&~=@En(CT5B-jUbq>-4& zyoS@x^+x0V@OPI z&Rh+8?k_vg+0(u2=k~idTvnX;i8$UP)GqokdqByWjN@8b#P;WEA%Tw%Zo88)`HIP0 z-X|7pO=lVkii$J8EzxCizbdlThoHWsbGo~7#vhp-poK0zf7X221!d@$yxeMXg+U0D{sjg-uXyOH(s9Sm@=N&#<7z`MpP+@ z*h;g!MAgP#yD=%};QvjW-mi{1eatVo%(zI7d5JhlnvRak?w9O&-v9MA9o>d~_z*}w zonJZ|NT)3ybazmYw%o8g{E^Ih&R0hr&(Gf<(TShby*6Vj(g4aPqOGlsprx&iLqrrl zzTIih`?O|F^vBIKKI}K6gA?LD+R_ca6p3v_K8yC60AzA^UxV=bW76rt} zUnqvgHg-=q>+U#rpP=y6yzb-+@_4(jO-dT+Xv1J7aWsy!dWbI-@5y2M@ab7C7w%t$ zu((?CVDf6>QMPh$zC&z>3qd2hd2H%HFL1ReRtf`dQ#*%!Qc$ zO&w)4-l{S7+HU07aZhQCSLMdH*|}!@BOh>{!EKGj$;oLLaJ_+$kdT0YjfeM_VI(Ul zNk&Z#+ovfL940}}gXn>c*R-^uTU#~=xG!IFrVU{baRenK;Av=Tf+L!11oc>7U(aSh z+n=qWW@bjuP?1gJ{kSt}qNWzqXYtLMQo_iAUq?^M&Xy@_@9L|O<&rap&`X0F%%<`f z9Z@>J1u~SsGNaw)WDC@@uqJ?aW8yJDsuy zG(oILH%*ZXij#qY8Z?|C1m3P%L#Eq5|MlLlkonEd`{l>1XyowlaQ>`(H0KLLHGR#F zwn3#yvf0+=F;;t}#VGCM$T*=N%^!V_k47t{uHERFsxdh~en#cEH5>Ca|LdFkVYN!U z+5)tq@IWbN31!SZA>-EJMyWpq^e2+DGH457qgu5Ex?x!JqpnZP1uj*U4wnR)A*ffjvwYcP1T@`5x6TlGWj2li&G-E;& z=(T}Qj0hbzN*3#sZp~CdW;dp;w;@?_s;WKjIsUq@k-f3Q1NkDf>n?nE)FFJcl`AD9 zli8ynt*E27XR)6-)Y#&W+JYY_Stt-~>ko06iYJLcjp>|XiJ(&1fFa^yV~e}HzX2&) zQNaP)i`d=KQ@$lX?p&D|v!!PLySvj78hUzH&?THU5_P|&ruKEmkf@SS+8NPH7EhRQ z5b6E4Kn3L-;}uuP*_qq#s;Y>Xn0)PG9dHWXSIvN6Qqs{qmsXckQRyBTiJP9*i;Rlu z>+Q`hEDU#8Xqdocz*{xUUtg~hb|x#vV*Tf(&y?}mm*cek(aHa?(#>J+-=Qw$JC-=C zc<|LE7JUg14_?6xtl+kwE;A~Aexjh(R`LG+{)%^{&z?O)z$PUf1g&p(Qe8u%eZJoH zS4oLQPb``6=^!`6zsyed4FPl`edo<9r7NHN>-Ck6>DAB9@yuAD#G*7QHm~5pUi{D8fJ%X37FT8v8t+1#& zVj{^2G%$6u{(mNt^EHTS7SS0p}sKWBS0-^0j# z!bN;9MnT`>;^qb=fSQjl*|g&e*u8|YF*$<1zJ5q(=tOD9(o)u(0~9l;D~fO`X8j>I z?nS_$|A)iin^>dY9UUDMR+FJs!(N1t@dyATI$nsa?-Z9?t#(ET-|kh}PgfvjsPuqm z_1>%ON#S!O2WUa~{I8~a+{Cuqyx-{%Jk^y_I6mFo`L%a!D6>7J7TJZmBlA{JIy0tK zO}(_S8JRFDx9}T5-=5-3DqQy1dNbsRki{tW`;&4 zG0^hGsa}>?A1{XH5#*1H$gSP49pw~N zXzk?7``S5Y!3+!%-e{2L>iYWfW@fL;8&A-7r^?HrY`2B#xn65Ad^<9kaj&?aLlj3}_X8>yGL9LVbou#K+>@1` z!Z+G$8yj7;$%ZG8x!dzy*_HsvaNAOqwQAgsx4R(7SXvO)loXgt?Bi!Ajo_L0Ii-$5O3z=lQ0=JFY33c%X$mh{a7iOp&~77)i?&3S zoG2aa-m;e+@Fh%^`c>93jjl-xJ$h81IOKbzvVK!4UKsn3{lL9 z%uD5-gSDRe+bG|e)SBQqp{CBdX=YR`_Z57#&sn+%WCrdD&SW|2y~Rr5bnCe$&6^MB zp1JNfC#%`CXLbwdRV|oV*$NVV61Im+S~d2UL(7+}F4)UQ*^gWf zD2^DY{!yMSYCj9nfen|le!QD4GAgh!1)cH8Nq$B^$>@~QfV+9^UkZIa=NJOGGxfo#Q<)2_z&a&VbyqSt?Bh=oO{EFU(OkpwEyLTsg$g z_DIbM{T7@r;gxNdmbTfPKG3P!jhp9Yb+PrLzQVwSsT6Boka>TO*$q7^@d&%<8$mcW zIbF-&{=XA1jxA4m4DqiyJkOx`ViaT>i8U)Q+S#;WDwvl%pV3b)a9b4~)HE4cFJ7+^ zUbIFe^d$Qtvzga87Gb0*Uq1Zch7}+6EMVR*%I>R&q9a%FaHQ<1+0KD%s@ep&(vw>mJdSt`MQ=w=i^PNZlL!UMZx(tTB9%O zR;8W$9?qs&dJ=b*yhbba>-Oo`OwJAS_S1>oRcV>8=jW4bk1y5MeyeMnTT2;6hlCw@ z0U%Y_y6y7aizCgGmz}E0itq9=AX8lIr8GXlbN3h;VY#vo?7~^#K*bDhyHtrVrj=hF zEbq2o8@}{re=2lF2h9svgzbmhl9YHvNTlNnAitKPcB#h?5J(tqJ9{Fk;QO5@i{D|} zAN@L!*3FJYqP&pTE}5ZI|2qOs&eu9ahX7Hp^t)BNNs7mW^c}oK(hIS42l}6g%@})Q zi1m3*HVW(5N!T&18yZ*F%g$&D#d1svbX4Xz--X0v!gM~4?!Lj;h2b=*EXL;8e$_3( z-b@`Rt=K_libqHuW744;tyUj8ce4^ zBj?PrCGF7kp!0Cl<{a&=U}(5TqI}qh8~0bY?;uEL}q4=^e*Tj9-8anNU>o$_*Cx*2{^n0U6Yza)CxL3_!`if?_w5Txp7f zMiIms&x}d?Rjl<-iZRfeKRG*76HV7-xJ}^?eQEp_YD1|)PpUA|GqM+B4C%0|;`Tfo zxUzfa`e9z{OP916SO2sT%n!bxIG0Olg0?;fNz>?Rm#nYYirO~2(*6a_6vlRFOI-3S zEgCEvB&`jC3Nno)o*C~p*x=r)z;C0QxJ42>Am-tOC#WV2itbrILpPW- z#3*ZS-(j5Sdhs-{WX*g~5I|<;6D&F8ZvQreq z{V4LVmEaMKd(3;2Hk2~-Pt$=rRVhUYVk|p5Fc39aYQSe@n-i*z*V~6!YTUNNv>|6q zC${d_Ue#fRJ0U2ye-dKj29jD4MO8!Rd6I(DE{mQ$uc-1v_@CzeI>%{?8pW3q_@EG_ zBh^CxoSX7UJ0jdWUfa-+8KdDHs{4GX{%7AnC19VrbH4ZW=gLwlI%59w`cb)->ABOM||RinSu z039nf)q{iz)>d`)#9J#{tSnNa_T@jxt_wk5LBK8z*4g`cuPeF~ zYv}u(`(Zp!t&&2q{e!ovULio(v8Nly zFY5Ado6aJ3vOT;dyzoF-RQZ->Aat16rgr=I`yL&(<1Q??!xkT_E0GQWM);Dp?i6`5 zS88i^Xw%Fuzsv{3aUWHP!L3uxz{~bEP^FKdd-kI?;^oK?bkS+CFl=+|7Z@$tpb#F( zfgg{su~9R1%aJNx{%Jv9RxhhE8hSgNZSIu~-~Lw`ajB?H4@n)J{Tfj>K_@}{fBXJ1 ze?(#Pd?(N0>zm65g%gxlRCtU@IXZIKyf?TZ=e6|jHUOH>BpBHfpWh;9(K{}`?~{4( zT;RJ(SudsPT>457Zu2!Vs?Dxc#JOxjJhiLs7TKDUX4R$poVWF`|X#`#Az?C_< z=TaB!^aqCa6ZqYKeRI-7-SU=##zw;!4JmY&RjwLAqy3d)^Iu1uAGYz_ zy)tCOgk?5Ie(<1XsDyQ_sO93pJ|`qi4tsCxqSMkI zooPCC9@6@pJ9JbBjQ?d*4X1;^o&xRRi_k$`Ftu!~6SzD+8Epv+yt}jLM{#~guTv`R z(-Lwz+8|t+YRnqNH0XQzG>g8s$7CNj)W(IliEuK_u{lDgcw;q+y}+-CXP|g5bey)_*(Zn9kV8XT3l~Jc7wq*fXB}xImQO_c$G_Q1&9R=*Okn z$%Q?op`;9=lKjG9(Tk1n?c2Aj>&-0vmH-jW0;RUOIcTLK?vSC1%D&dV!JpQW~%*BVjn6oUxl<%Jx!JZ6HZ-%5qX2dr8-=1_4nk*k4s`~f{zIyelv%7nBcXuu&KisOUj!0DR8LEkZ z*G-LKj?ff`{{S@lz=?C}f(QaXJ?QXI{F!s;0DK!@Do=*^mH?-mZ0xgba?uPpb5bFX zXh6i6@es?aszLw{2jXOYbN?<6BrO0>q&XePb;PxE$}TQk+*X6jxpAVal|AIS)z#HFwF+K8*qeh= zxmR`!T_6MmpC|WK-Q{19TuuTpEQ8& zo&zwIdBJH=>p&|emW9q%hX5Jx0~B5zz**jx3!aQX_5!%1#JK5)^IG@uq=BO;SE`(n zQi*S44#TuPFF-RM(56aW?LvzsQLnAHTS7TO1`zEWXWy!eX*9gNxiW0bQuU`&fcUJM z>Fw=Z{-(%A1qed`o0yoGIEZ5c8v=n;xjR|9_6eCBC|l;WbBs((IbcHwZhO;TtE+i{ z925~5`6Tj{m$K5dUfs;q{H8yhYDI=gBcVrW8w0(ZH{{c@gF!FnrC z@Fw%vHda1yhojn-!@)Uo%p&@S!4yv6tL0!o-668GvjaJFYpLbYcEsTBWPp8dx-xh( z(>E5Agcs-~028@~L5qruf#$Gv?gNS&0-P~@{(Q2Onx8)<*(Bgqsm_4!VH166yjA~7 zknh2lXkq5^rYu=CW>ytQdl9uOU?%K4nL>u*BIHx zj}K)l;MeusZR(KKYw8c|C$3-%W4|=%+3J>`z`6A#HlzNhFNDQyY#3hBtK`+yr68db zZ~!#ybFt^$%=gwSo>pV_-TIMnRVms0dzMY z;O@9bRo{w(sP6IMmIO+(f_QSe+(l?QA9HQ!QcnhvjCyOmyc<11S}xq)&Pc5RBJdxtjM@4lKhJG0+s}9PMF6VS=6iyu(7hQ*aihD_h z`xBlEAHYKLF8uEo4Y&BJqg65%>e91q@N^0WsS32M4~Q8SJVN=G0B-nR?M!|5r>E~K z0^erTbkwI3%JKE1x7f*Ec;L(TNqqv~Q$Lj0S*TQ;>fb*IZ_Pr}4@5HR44)f1kPLiZ zv{G8{G8{KAfmh1ca_CY#0#MJ6+9hb+&KHfwCbun)Bgsj^JOd4{fc4WYH?H?u;oWeF zGriuG@^!)IfTv`28G;J-*Cle99gpXY!Ee7F+a=RWMNxszBv8vP50uYGr>T9JDUpW2 zPOmFBYn8a@RC=}0FPzw zNZ1BNd)=-A3dZP~lYpMzmHVo}<;KA$%?Z$C31odtBk0UG6o5b+-B?ImYGx*R0U>2s z?7ER(GUe)bHx99}AA5qMEFq2LSAim9WGo|PK<1rfm_!=zea=VOTx;+>y!=RiL%>mP zx6XPiIz6IrBTEwrBK@(3dRy z`g53*V4@s`aI9Ym?!>~2Nvsu@LBYo_S^w4*>-%kCc1sy|$265|LwTs)@c<+o_s^pP zdI)f!<=Mfn%|OP1-pYb1yLN@>=fMCA!gA!%rM#+5a7}mFRm$qy6g*fe1fKC4a? zu}r&S+!WF=fhLJl1i~*Il&sh*ZU08XvM06O4w8pH`#ZWw)~40}zRkBwrVY8ucou#n zmzsKX+=I48uXj~x!8kF@WK4ShA;c#*=RqG29}becVIQ zKHShFJr@*3FO0CK1jEQ5_i8P!0=jP{b#ckDb3F7V!nxxK!jFg|3{1y8(33u?I@|u` zci5x-PK&nE2Y*SQ=P=O;gGzUwe5U5|3YhNMa&y^JKv4zPoE03bgW&Q2kw`8tf){6j z>BjpFMMmF%{{sGW6<)t2^!L7FY`q!^4nEL@l2Uc*gLq50zxs7_ocXL##;*%qvL!EZ zMtA>P2)6ZGaIJEupiTI`^k6bS7RZ&{6|4T=cR;cgF);>t-#$o6HHJdMM8af@ze@1D z0#8)9(-G71_0t1xgOVj^(7{p=a&|EULg_}>YCDvNq}K`&5CKqIqX zXaEkD&d!LJw!jJEP@ASIdL07#SXtA>y9SR^GN+{Y_*Q^c>h^vQfcDeUpBUBhd;3U~ z{Kk%H&Ai~GUE8xi!jT zEoqnhPBBgVj*);0(|EH}oR^=U;o46)l;BPPB;1TfsIIpVF9Hl{~ukAO&31zfgU#|^l6f+v7A(4)+{Y5)$k`-WR$

zpP%1?;NAT_9PuE6=F3kSE3<@!$X;sF8M$!ky`QsT zIMb3fyMaPQ93+d}YaS=k4YmPvMf3Zcb2usTpF<)`EQ{6PkD9i27ZRaiP;xRMaMY0h z`t=J0+j+_V5(FHVeCO&anZi5ZG*>C=kuT2BrRl##!@;7UlfUA%C&CJQ`k&fp1%Spg zB&4rjzqXauE=GdY2o0SOf!if7kH*;lTzj_KHrHc&)pKq<)@dramP63&brrp6G^{>xODfI1fQF7^!@Hhu6~Hz zY|w#}T_AK<2Kh`>?=@fzgz5N%uhVy;e!{wUjFzSWe10G_fyh{>$P<#|gM{m$9Ly)RF9$+@ zhS->{v$F4O*r;&UmZU1lK6()tUNTvISNhH_rAUqV`l0gg{A;>E7j%4WUeU$_|JkrU z_?IHqNyD#X|IpEMdJnN`y(_xfYKYrfs?UXQPwO=+w)5oV!A%5nl1XgxK=NTh*=D4u z{{)Eb&)2Bf$F=ipDfb;rW!Hy#H?`!$Q<`EBN4Gq9JJF&GtLQZOttFIF`A@8|<@Qa% zS?cg!aaQ-zl;ZyH5NvY5&7`Z_sc?>qrnYqts(J@>LWRW+Jb1=t6i|+ZP_dogiS5b% zYYq|WD^jprse7YD;vWIulW;T$S?I)$Szm#&@ad_@74eW?z__mAm|_7vj>KK+vv34) zbxPW*1kdKj1f;O6*P?FN6bp?hY&fM8Y|1DrKWW6DCD{qhz1TPzR*jPH^$J!LT4?`9 zvY7X=q8zkID&dr8a_9vNPAs({rN~_R)z+e7_$8~&h$F}SiE%5N)Yb!`*n!GV@o&O!Z(U`vIE#DzXE9Vkp#JfW;%igvi?OB!g-tYh>@o9pAD36-Lf zdP$8qHdw!aHq(VqI?RwgZ`Pr>IW+PrE!FeN1OttvYixJ(B?(n>HonB2D=y_wLXNnD zGg6;^SKel#xhB)}ch{iOE)%EhW!#|$u;~i_MvxV+d$yo z-7CmK+S{)p-oHAKWJ~ayCNJ(p0=m<@Yv#^1PUfn7vN}~K^L&e6gH$;Pu z#a3NkjqI^1tj|3aVqB;6@g=JKB$6_1{>1r{WL<@?<80WooWwzF2`_Bac$xKzj#zWX zJe>pUg-oe{z9n&EZGvH@z|~n-Z1PC-#qOehgvMUQy$ zf`P3bLlkf4(9p5KsDJhnqj;&{?;b8YL?C*ODwF6}M7RdHvcjU^3GRNj;epu3*X z*V^W;WY*>{MI{Bz0%x0ko-zSDpRHi9<2wQ@O zWazaxkRKG2*(^{04FQ7Z3w@T~x7OBHS7XQeiEi_(mcHX3M%C!tz-{vi zFc;lsmGLPlz0t3@hkcp^OOqDWaW;RNQH9vt{E!Z+Gi0ltot^xoQ{1)hF~!OaOotvb zmcWGwq$ajx#Zs>Pbt0z_OgvLQe@0_U*l<-r0_6v`Y@L2nfCIYY<>-VI1d6fj-i zd>}wRzr8$EwXmQ8n1vdMC&1;iUw!#~G7N+&-3s;umu^{Yy-NQ8g5*hlqa{*W>o@D6N4PS_3$VY;A29uCYsX zqQIuN-2gx0(?kvwn;ZuB+HJQQ*Z6clm9F<3%Wi_Z2c9Quz|98yRgiJ-{!?#nZ`0bj z5!*CiAc@RL*WN?`wyTa6{#{G@DgS~^p=-zE9!vU3TMiuI<8C!`VShii$m9wX6F>Hw>_fh19JpV34ge3LL+x#Xzw^oI{joDWyU=l! zOm5qIj`Y(Hm*p4ZGmD2xpb>syWO29G!e_V$>Z!QBGVAj&p(;FnM z;PRJ_qJ{>py1F_M#+Qa3X(_4qylKEMMgy3m|Lam?WM_u}V7RvcO*U@wnYcBGP=Ua0 znZa%1dV13)0pidF2M}MtQ0`_eVpzY^F)~sH?lfS|{&gEPI5-IR6~)J6Bb=O^sNsc% zhoi(&h{g6=v{IKmCD1M zudi>``ELNG8r-%uE@f)FE2Ov|71Yx>+5p^ zfjX!uh1sCIc+s=rGQsLvZ%8WQlK_l*rj>efii*^1Y-NiSB_ND|Si~hJj?BthdNt*0 zmQ@3uA@_J>TsVE2o!&T?{!dF@-m|DK2@4C0g%5nd^9p?Dz+4PR#6m)8AihBjmH`0) zG_2|nyPw_%R6j<9ew6vsvD-oc|gv3Nn_np5!r32I%UO4w1fkWM2 zsbv$u%^}nI`ZE%GLStj2ro-(@7)1gAwdpQ%298bndZm*MOPfP!5D+Vd$Q%YhKlTGZ zR5tiCP*&xxmmVJ=;Ll2_TpQ`Tk2kyJiNHJ6(gXxUokd{X8fOE~4KYf}$|@hs5_?RT z1Nt2V;N0AUOXW0PMzM#h+#H5TI6un(R7fp6Y4vm!$O-UPF@c{ICwfx|ii?{EiQDs; znVJ3^>8RnIX8OndN1KEBdIeL{l`MzHwF?LY!mOCY^6R##uuv{l$g>Qr=mMPK@cIQ- z=?7P;1mJcD+&4q9Zn@|N=lMC_y%q7PCMEPmY5w3II3ny|XMI?l$-!lDJPMVF8{P@syz z@%fi9N5J|n4-j`uktdr|7hvNFdwcfM>UbLqo=e)`Sm8^nCxBZZBR)R9b?sa03fD~) zS}LlQ^hp@XP9hSks5l@P6LWHMxY^hl7}WMWZW(J6larYf6B8lxNy*8OI>WMtrPI?> z{IHInApC#9fBrT=wP)<=>QYcvj&YeX^2|6%xdGD&x0dINnf9htL}c@FkJulFY~{UX6^sZ$$8ynRh4mk4W3lhdp^RF z{%|BZ8e`*U7`Y&*UH`o~JAsUr*(|KEwd((hQ{RZLre-dK!v5}d=Yv*)=F%n@2Z8}WsVCHzis+0p8K~P_1)vs&rb?Px*I(Yje%`%d{3q19tQ4d z+tZcQ;7r&hyBJ$qTdz6sZ-JBpb0fMSM5F>PAwX`gQ4~1z*q@a)G&F2_Vfu#Z{018^ z1Yp{y9KqIk!7CJW4GdK57rE({$@2wD*ZyV$J3DspFO}%*3V3>+yMbYasIJco4q}jl zGUZPT4iNar3zx7=)K2&AHYpY|U}j$fH!q-+-|o8%r-5XK8&t6=C`N#aP~su5Ipn$I z-vf#Wn7zOTv~m6HMmnF^{n<;Pb67t<+`}CWz_R+wXw3U-Qc`z+A~SGG&im|^f&*4) z^lc{(X$%EqiGbG;B_kuFdnvlK`gBX6SlA1SGU!s75fn7cUui#@e>vA1g6n9d<5IKc zJHnngip|=kfDWrFL^WU{1?~jk$!&a>pZUG0s7P#IwRXXY~BKTfZs_kZkX+V8GUQL(VPdwRlv z!IaZwUC!fR{y#%R)8(R~np*s9{v$Oq7U^>E3sFEWgocDX1G6qEV88%Cg&v36{|vT1 zXEwlUeGRd8enKAb`P?U*Ic*#Kir8J?hDR8>}*u1=5qx zb#s^&Jcs}71)|f|=uf)2Qr+??Zp(hWgSxfY23v#XyAwswHT(Bws^Gq5xLgC=(HIn> z=}~MA;p^)biNzNfxVbUnT%2haNla)21Dt6y_xfG}hCYdq>-8HJ#eSkRS?kZ!;Lk#3az~_MM`FoEE zRs+ibx!>3vj1yel-oiuR*>LY|HcJo$0E3IG>o$-f+uGWcFVb5h>YG%Q%%8?5CQ4_C z`Xg-3*K>n3c@OG(BTy&6beKcSy~i8H3nE;~nDx#OyLY7oj*gD$D%K0fr!QU45kP-6 z8sZ}9jMxvEt&dhA6|0@GC&GCC z^=NYC-(Ho6X3pr&qmPD(7?xPSgZ`)>kTa|E!EZ3#NWLmCWs0JOdtHa z!0V*|)Kb75+9l6W0>u_cbd(?w+S?_bW0CfL!6cckb)E0b%w*ys&pvV*2eV?nnqU~%0nDJqJbG6~E8KJmt;CO8QQ1|(L& z;07Hta}uA z0aF9ODiv8<%LmpK>G*=V2EO+i`2Xd<({Z|OsnrbFV-F;;nu8Mnta0%Di(Jlkz^4KK zd?W$;w>nwxQ~n*?Dn_Z9`rmA4YCn9^bM1c)a)!46C;b8qvJe`K2=0AB2PX%J@Bi zOTz)$u_};&!oTa4>SX$z$d~9aOG`_`B}d?!dI4@4#^qq`oj^ zOTya=sH=9#>{7X)ajnwOkF30LS{8p->ktEOCl*|srtQx_;i+GX6(Zuc0tx{;q@p4o z+?XnXkQhrYQsinqT0Nhkw$^ZZW literal 16103 zcmd5@Wm}b7v?Y{o5TvC+NEzO0cF!IAc%CglysMLcX!{l&!>C;!TsQK zd_3=7z2+Qij4>mW6{XNoh)`f)V9;fx#Z_ToV84PtuaOYIzqsgUd&9s8{+1CJQTIwe zT=eu+*LZq9ow*pyw;D%9Mh<=x94n2D$3&k?xu@%7Z_FCy?#bNrQKaoEv^+N(?&$6Q zZ#a+mT&y3`VZp(|(#Q6e?2k`R!e{U=yRls8`nGSqPDTea8qOPBk29{*KaB`z<ze?ui1Ux^9 zOG%X&$Tsb0!k%S4KZG&s)qc&$h?&{fXdi*GGmpDwp@epN= zgbi%&U2IEK>oU_OBA3?AKhk1}7Uk<9h7WA!R#xJ)7%uO&dHD&F`?qBU2fw(ub7;{G z!6MDq3z(Qa^cb|{U}Iymg}D5|lgP=<{gRY~FDfQB#Uh0?hVFKhwRk98IPvrD3HPGk!;@9J)dT&TAPS?8a78_qd20|1IJI&dh7u{#Z3YEygSUz1J(Xg?_ zzhczBxYiwWfc^nvD?2Mt2@h2}V==To{FfcGsP*8lX8s?Qd zl)%lEJ7x4=5d1)vMO?QWGQZt(=(&E@=-jwi?X|$&;*jn@;NLy+vrnu%RJ_Qb)|Oh> zUsWG%zAkH)e|&<1aUT*#M@w7#ROflT^a2s_{G=1}d?g6ev_ji!E5*v|;j}j*DvAos zCpsFf^=1tfpINu7D+1Sh?`L81`;Yh~nx&?F2{a2H^Y(*jAL2$wl_jHJJDW&jG zkfkr->l@N3X5ohQMszNInb_|-^jtfcwQ+ktx?-2Tq@z??`nkVH()QqTcCj`HcGa;X zkNb43D~dR4IclbG<=pn!TIoSCVz93qmZ#obPK#ZW6$w0M4cJeaKzgA;d?VJSmRn~z;ID;(7P zvlQxkwtq%%H!GJ{l8Il3n>G=%xZ5$d*0JR_ad2Yn+1Rm;u#gS^&DiY;Df$UXUY47d z2CZsX_AATFyy0*e0`c-C@vj}h-LEeugm5jRBHjdHSFs^g^#yjDx7%?Vv%enuc)3%9 zAkRxhbx&RVsPa=5Zi7zC;3dSs!}OecX{jnQ7YhdmF0gmq#_vE`Ya!@-eBFr~#)+Fm zTvBrF(x*b3sl8)gkoUfZF_&1ay)016S#4Th(!qiv#QpxK+hJaQLvqU$&4yNzsspQp zGrU5?=r^=sFQz*;(II@w!BugcKQdfl*cQmWM8qORZ0T5L?^Z=}#I;3{FyG@~7tp;G zl~T{gm&4j|%bp69gx6)>sSeyKY~&1k#BGxSL-lz)MHJTa<|ljb7xHg=4mZ?ts3Vq8 z*_kRKAoo3i#g7V!Vr@+(F!cHiJ@lWh9SRiEdMYgjbm4pVFZ;a=b6rn53;ZO$&7xGO zbkrt@*5YrgP3j8^+*k1N&+dt4(;#JZ$p7L=@_K|p*kLs@RdyW5!If4(q7dMT7XSDf zKM$dW3=QEOQHSx17VO(`tZPs^w4p6&DatSluTA6^(99v*Eb{7_7CMSp)m=zRtkH9w!azrSA@F9iHW zR#tX&*NvK*x_Y>+xEQ5sj%nsIlKZWRkvsaQ{p+)iP{*5!RXL9&ymhx4V>EZ{-*Hrf z^HJJDjyJ-o+#qVR2v&DajICn{f;@D4}s+l#(>C`(>__Sm)mNly$s`~#{IAvu1 zis4324dZitgig|oL9<`ZaSVb6-x^O?CgSt6Ilr)r%UK_jM)>-6kR>E4qr01FzUGVl zrrVzZwT9g;HazDCN<`lZ|IZ&r;b!uYbZ-;&cs zSZi9|y4e-jX9GlkOBOr(zqtDvT{GOLdaOH(`G|5-CDOk0Zih#c-jVW=XP+L$su{p1 z6$WX}S)F;PoT4n1Cau-fuaoZJ*Ia}FLkAI&gvYG51KA}aLU**Wv@QZRg=NjatG7ry zFcoul&CgHw>KYo(AR@W^vnhl<8IvNf08x{regzHzo#;h7fst>=-Q_+HG`@0JMn`I7 zk@&Zf$4CZAQuRi4_idJU5TtpY4{wF|sy+xtPWQDZ=PU?r*($~m57he?Vv&-(rP_^X z$M^~{@+WLt9+|B$^S+w1^4|RcnQe4u%jID%c1?IW@$`gjVSys;cA8BkM{5cevL}pICqX{7F}#I+md^ z<8y00VEfeIFPLU4MAw5e5KS@B;63@uyel8aG`SdFHJ@m&^#w6r*YjpmbguA70xuso?a1mpebQu$QQi28c&r>E;STyklrgLYOb!U1E^C^8$`n7_{@Z6H`bYY-Pj!QPW(d1*)^N zGadm!Vn&7nh!AEy(K)|=$3{k?z<}!?9us4qA*HSTdd9$$6vnaTQgi?Ng3$GG#`D%y zoCBg6ag=*!mf|yR740DJmRhqRE5H$+%YG1O1e9ZK`6fl?9Sjgc_QdXM0Uyrm!XannYq;?vVMZD7_+{)c45tb4m(8aL ziK=2TcX>ueQy9oEe2?5xP|Ejt#{o= z=7;|9x^&9RRPtBO}}WjAhhJOwk7ic4R&~6t(vAJ->9ScIK+KRkl5?v;X8ppvTg1 zabG1*%m>XM_UvD>TMoX)XEl@uXAA^#{>w=<-@Dzy(rXK$^=J;SqlRtWGJbL)e}0gi zvPKZ!tWv~A&A_K&Y@CjeFRcbNJw+|*_0D#odY$AV5~fe1%6(0um%|&|dVTRP@aZiU z?Az=*qP(%cJlpB#QN3Xpr2V5gQn4M&Z2`}Ld*1GxiL?roVE7>4fL+(CwKLfoOffe% ze`neiKCL&7K`xlybkrF2olz?xA>j+yW`Kch?Q8V?E~h{iFK(cxY=1Swc~Tfhw%T@k zj8mYnnV?qSvKxphtrY$z3N@-j-c%aLGDyFT;-4adTK+nM8vmU6I|XiA(t&DY;R*)3CW?){T=2DZYYP`o!btrORm}3ePPe2HzVNX7_0vUVCD! zvSHXc@Dauny41_2b1w1{ ztlt+as~wK6N2BtC@#r^?y6k!E$Xo~|1_e8Rc(3cWkl9n@yLx-g>gM&D{(5L41bzPd z_pc&(@Y)UM+~UIZSmNOP8D(Lw{xJFdl0=(f&TA@Lww=LzsRFa{J_<%>7x#Nd;>5n- zK5D+y9e%FkA`<({4dbp7RhXO_RsSRbP?&Ado+dYr~7$2S@=#wg4gadUCKkMGOs z*C+HweZ;)%x_lA3(A#mgsJV+%c2-`i{!tyZHJ{WUV*^jOofme@WKXAaa?K}?YG^V1 zaeSf6a@8~_eqV!5UL(rnL{JCQ7K6E1f^U(W8h%*FKcBEnliehga6J9d2x93yo(b$w zRBukq#Qv$xJZ1}FXrutU0yis_HtpP7_`$5I$=mubT#prc_twdm4iV8@$kJE~5=SU> zfeJQ^e`3KFb?#H!&EvWO5OE6ro7f^jkU0E=2Uj*KQsoj(~xW3**lW!^cAS;E^)4 z)fo}9sxy`^buCOKl_?SU6$YD9_@K0CZHe{Rxc*X<<>&))+_FT~ViY1@-W}aI75nGf zWp=gjD>_(8aTx1L@8r{tN3R9JBi=`{XvvT}%MWDTeY@}z(r6HeM#>ZLj?Uo{dRQhn zuB^01#zgZA+9%qzqGuu|(aUuMbdu3gEI4Nv9n)-rt7?8AzIYJyV$`yd4 za^T8Fl!k{@4GjgdOlK^QUf+D66dRi4oO>PrUDo&8!i?byL9lVW$)F`a2Zk*B#dfPH z*W?5r;=-%f(l!R9@DquDrK^h#a+X1i#Zdh3(Bc6QMYC7|O3h$rAbmRm_;=IYrmgVHVkP5GMKQD|M zy3x8I$%SLAoHO{=xe94qVz_)f)AlhYoA6myiVJ^n;e&2=_akSf?}(n4V9qpzyASm3 z-gK>|ITJi`ynaa^17MTRaz!!);*=0ZqBr zj&>klvGi%<;rsGOdj;901SYgXt#{95eD@CPsK!s)cc11socMZGKZ57)CXxB zJha?Mp#x1^SbM9hPc}$Pr5oK`cM0z?6)J99MnOxUjrAsi++5WM8}dP(jxIB~yBHbdI07o57enSQKZt z2mjf|GQ2#IxH;pswB}2uWg*C?P@w@0Gsz-@Oe{K$Lhj(r>w6Wv&G26Tr|Swb+%@yJ zrS|!`zf(?(Q7?y>2bUk23VW0`a?TwNs6Rol>c#(|KHHtE@0nQc@N`X6Gis z$n@D`kd>1o1gL|Exhl1R%opY>}Y)^I<+Vq946c+zq~hLVBoj70J=bZnT0- zH^JjcEzKO4_PKxLZ6S1BG6bV-@k{>q_Ni%U4TrV!^;@YQ0p5fHT|hi!`d#U0{?hIM z*j1;|jlrWS1Nzi7X!5AAohr^7R{H()>hNdwuOtLLR10n z6v8pEM`6!4Aw~%RRnI%N4FQ-Y4j_cLx3_#ccl^zbS13AhPZG1pd0T=Uda>H@<><`};Q5*4YgWI-=s$sD<+bv5%X#=;Z_0Ckh85k{3#&f!*_<-12K9(vGNDcx2mNhcN8wX&n zq1Wom)YR13W^azpFib5A9r2mUdtn;II7s+cW7&P%8^=|CmZ8RY6GDM0=wxt5nZE+` zzv|I+dg}{@_a!JuMox~3jt&tr&^?^N*Vo?<1%)xhAJ$I2W~*&*{qC;-q6M%H`pPM5 zK10zm^rmsB)9a?eF%U`Y>^@q1OZjEU`jvp3%QHGXKlhVnLt(>?CV-j_4V(C_Pj??3 z015`6<~64^mX?A0E8-6h=64snfVm1%Qxf;S9=c+{sD-r zpLZf_4;jTu#*Eog>5Eua&vQfM$=whiRTKW(l~vty|N7qQ~q3q|;yS5No z@i5dIN8PCIFWsg*Yiw0>(R02Ve)%zyQ~>Ie>ZI;i;z^k7FR@1>z>7%Y^2woUtJDTd z_3(>~)YI1t;O2I|yr5vBfRl07fPZy46s+^*#Cx@65mg#ZX6=e?0t^>P1Ed~jl4fv> zQ3jCM(%$W%+cET+8Ep0rlAOM&P)S86fP|6W4dFq6V0|UJ?unJo}ka=3i1Yvf6w`IwkhN z*I2o_dq*6@ooFyzq}|0*mVleGSd+|u*+>|vzHJ?UhI<5-NYP%szd5;?2NS0eG7vz-g#qcl_KxrB`}*lEGCR@eTLi(u zPvkL*oh?=iaO0=4;Z$JzP7@oq@XzEvhLX3Zb`+CMn7Nzh&kP;eO1b$3$ z&SnHB2aSHbuwz*q#{8b;y8IV0A_`5ViJt;4=|%X?^nv0BzR0&om|XBHm$ur?_X<7| zmagkNQR=@H!`o>g5)lse;8gqi3yC1WBb0uAA3{8<*_3)q@R&AgoCjUq(fpT`jivoQ z#37qC;@V8sFijJkxeE~n&~H&bC%SoIi|LfU~aO?!f*$x-X|20VJ-8p!I7ynFgjU& zWOdnY@8z~?e*?Xa6UsEg;N>c8VL|iq<;%fjwxAz!kYbh4ozT5h(hZ0vE}30N5yzR> znC8~O9jaB2(t1T-U2c4qx+uv94G)M!6#lA9gLbnQ8vDTzV9t zElBRnE)v_zil$%TbRQlfsT zdy#y3djj6kMe5m#@LRG%+vICBpNxMrC}RxnUV*`3VH|*Bl8oW?s?cpCJ3w&<`8XdG&wSOCJnawxT%*s+&8h_^B!$~5k5+Wg$Qp=+}%2G z$Bj1>jqpz|d4N11nIt46pv>IhpuDK)#&k~Z;{nqzi>IWz+3_3XYs}=K(Q5g`uh5sFQ@gYtE)-Q-5uK=xgh#3 z$lcxDb_@0KLeIA&%>eZAUyO>~Jo=xVoz)+=-g_OlT-O7l_h(tzar+OP&z491O4`ZK zuM^cAw;~VZPU#(pNSUd-gA>iaJ2Z(_Lom>>+Lo2 zE4;jn%w2Kgb#7X$Up$J{RnJLatvlGLNarKOamAQGT>g@KxpL(L02P|NQUY`kd0-Hw zno$$G8||Or(_M#o02MJYIVrBDhD)2cOEAL9$Y=(b#0Br|3?L{hIDB~j{{6+_JV7A1 zW+nI~zXpwRi^d|mr^J4vVy58#w_((SQJ@sfwDme&?#ca8Wlz`*u z$kxWD!xTJS_CYv;0g@;s6_wt$NsX@eSs&e)ZB6st zUdcGhZZ2Rje(SlQy2lb_lGcSMhreqU#8iwU$PcyXbx+b5ZiU5y&75L`d72 zpIBz}U58Y9+f%unDaFDty7w6BmMQ(sL- zFwQO+%1=o~gY@4g)UcGirF#f`sI||D95@9D zrZFAc=ddfMwdB3Y{Uy;MM&$%f{`_w&s8Hj^%gije<=~s~>#tg0>~YvkK>6j^fg28?Z9Eu?8y4th z*SEoyV}GD^^-uLjBrf6;Mid~rgbfU>M4Ll*2Qgki!R@UfL390;2F}nUVFnjk-AIsT zUe4H!m*sp0+VTis zK2XTvAO+@wGIUvPd@dTzD}Xyb+!1!Y;-$r`7%lMg@+e|S+~8?9wFvK z^An)mMS#eVtjRvu&6`>2%;`(^W=Ms;e^s_D)v2VF9)^hcUtj-yqhV2AZ2jJ1SfBR# z0UiOKvyK}X6C+ni_7^~8W2G{I;ek_=NI$;&Keaqt+=aziD7)Y@lYLNxq^+h1yxXxj zeZ$(Tojf=y2?EZ(k+N6!E&hxPDrrfH`}ME<~!WlACDLLs7) zi1wPBfb#3k6pL`Un5}L5VX&+g^8jY^fcH-bwk=vmT$;a2oGS%fEP$fICtlgV&_tO| zoS&YZZuU}=eb|Or_`n{RC3N6~AaMge6E-IoPC2`8cgrZGjP30e<*$x-aj9hK*a&5S zXS-CSQN@dfR|EHKkuX1R-VXe%fVep9g@7xCVD;AkAp}VsynQqx;ePxeAzAO=H8D9N zsVp^M=~CpEbynvc8i>ln1hX_&V4>broF{ zB6Mx}@)~oYkBrZ~I>-Kb~X0Ug6J=z>?>{j%enTtoyhOa#1m zDD_!b>ta$Q%O$v^D0p$_%p}5`n{t{-1}#TF<}{CWgxxx_vpwPr@6eTEQt%Rkcwy2% zfNALM!1-k@XpY$EM~~j1-?~G$v3e6P=m0!+c!P&Loa#NIUPcpXH(yfWA9+V3h6#1o zw*r1f326)gcG1Y?@L$a@gC_i{xxpV0Ls?N#I3TQH3f=_%`6J5Guz^!qSqY;J*q`}Y zd$YB!2!JN#H~YI+F&63jjbWm&HDB4S_r**!(4X@@`LCjJo^eQqD>7tzF2W;Xyfbcx z0fGdk(8D{ytT^yE_)lU@N$Jar6O;u+P*%Vb4|%`?+uYn7|Kr639zH&qyT6a0@U{g+ zLkrP^FF2(AcO}Y^fk4b)5k)iaCi0hPmn<;zlE5d)ma~3F*rMORw}1%Od+1SRJN4Fb zI9-WcPR+oEI`p(_2(*3UHfcGRQJ)LBHVgeQjwRTI*gjplKzYUsz2zNE-TGYFr&H z%9)r@0NwpwWt(nw%o)1TronL@{+*0`$D0X*ddWPive7=fRgB_VSfjA)-e=}L(S$+0 z>mB=-YuEQFoHjTrDk@NL4TX+C*0U+h0I--6z>~r(|5RWbtC2gt+9Pha30k=0Co>3O z?lhx2xt95WOKhvr#7QB}hr9#BbAM13cX#tQo{EsiWdl179XPc*f)G8$b=E%I_$nK~ zYFzOi8Tc`4y28a}1+eNM{{&Q2u(cE{>6={F;?mEJ2&|Z;O=(0*FUv9>i8?=Bb!30P zPeUF1E*%)|vFRe>&CuL@$uOnHY-7rp^WS+`@!vh@sVb6MCKtNk2#MNoBSaC6-20 z0B=zcIZ6@|ch-X6&-*Q$tv-I^tz)~+^^^|h!X-!#m$6a>Bj}O=z(z5e{HfNL%ZPw= zqk_Z8%(@JZ$p=+4>H^w8qL}ttFw@`LU@fkP?}TDxD`)Xkz|fY^nJ~p7hcpHYGDceI zQcci2WbyCK#Xz$6mBwt#P=4?a<5BPwR{&pZU?o{6eyJq-eS7?#`lZ!roa<3{o=uN! zBrPSqC}6^{NX2#Eta<7gDYsi38^{E84xbb7N4%GflN^i3OUehFY&ZrOWNg~R=5_6wTuZdM!SxU~@o({`R*F@RV)G@Oxdk zsp5(jxldwSMNkdm6#$Yx9D^2?(*OGm{PTkYGNzv^Igt{5Ty%QxD>KDTyQ_(VYV3Se zN(%L(HcD|%XwNoEIy^vQ{bun=(A;g(Vldr{G3ZV*uqS9@z5CEL@l{5MBI9)mK`tLa zI&IlEtEICnB&I24wH{!AV zL&AM)eVAle%x;U}%EPa!zkf%u@DBcL*@^^(lC27q>;AHSKmJ)M{74Z_Tv>Cz%Sg~K z!LzQVWAty;&G|{n#eTfJZvtvehfLLkLN!fl*Qj_yzdq8KEL?utz4e6W!u_qlH!jV0 zE!XSv2kvC?*t)sv_Vw?XUzpHNq{BY-PZ*T-HOuc zq^A{@31XjcEm5?Z)G5U2-oTEd+cEOCf81YMSv)*{ck@d>@zko|A}w0RF@IV`%B3>S z5ILetcWuMzJJwpgOrV=d(}1j(_hlN>5)WoKao4wRd=1&h)CrWOlbj#cucq1FFeXGN zi_7y?L3fLn5cw-hQFd+uWO{IY(H`~0>rsDl-IC>Rx_rWWoUo>lght!kKMLuo-$mS{ z^Z)w=1Neoxkpy$qOiQ28hezBxV%i^uecd_`EOKnc#0g0q15%)M1aTzv$=8~W4(t(# zR%iGIxxt3Kdf$BdD7rLzM&uC|=bBiy@C&ngRPE%(dlE~hPo zDR>8tT9~&Y;UDjo|25fpZL@4fOT_6Zgu`amT$K`c^yVV@eUAAL@vpC~XsNYD#gN8Y z!S^|UPIR4SF+J*;Q~$^Knm{Nd3c*0JY==|+AJ(sq9O`b}@LJo^fxlFu;fdmK`M5ue zJ)P7TberpL`3QwngVp{_r7)vNU;kS>Q^yxe8JjrU zpbu?aOiLy--TvhzYCYfq{7?Bij}MM*(K)I%LJ4e~ZzC|!>E?)H8H!qp@kPUj zOXXfj1I`jaIzZfTnEZJG)WyST8+3GZD0u~pY%VS?P;M&rQ!8&q60AU?l4v(@?ccgb zzyKD=x(4w$zi`U-^!~AQ0zgMxIz_O4Bp8T-SxTksAy~O`yEw23nVG}D+2quq50G3+ zet!P6jbvWD|KlC(*Q6v5@p`D^zlp^e{=lR&G(I)8KbnvON`(OOj&JWA2tC1AhlO(0 z!oZ#kMW$0zQ^3e21;{ zUf`Vs#`gV7vQvM_JnXu8Khc5wiCty9&3azM*Jud*WFyW>e9cE@Ez7G}-6MshsXz*8 z-#*V!MhwlHa$%Cvvub;PxIOTEe$DrAoK>a-oMMd+L@`_Swh!;yYBMoBs}E1=3U)7j z9{iuN_t#FY?{D`pvOIR4-xHxD1g!?wEgI=5_1-s|*%O47LGp&Sx6Al^|E)edauS_- z@we%$m+`0rRwJjiwbg*d1p{yKtuQ+~`wg(K>oj@T?@Lb3&O#+Y;HYbxopa+Q1u`x* z4UI{Kwldz!3`Hp&9i4p&j<)4E%@P`b^*{{+C`-^af~2QMcbn!kG^F(R%L3K$XKCq= zii&tL0iSYkz!1=0k8T;!@MgpUArlP&9+>3X?p_{V-}jA-&@nRZ6YzCb6x38#E9>gY z0^h%G+ncDUC}b2AN?u-~Kwuoilc3=-QaOlm}+7km)KiJtC z8>vZaPQb;zefxH2vFWfvFzqWMD8vM`R?eiMN^IKm$JiO65M9#7uhl#shEw;Pj<(p=5?Q=)vU*np-ch2pTB=U zb*~ETP!IPM)wNI-w@52FYTYwS^spf)G zU~!mR_gR9rRI1;gs?*@I$x3Ea@00_a6i$QJdKIQ2l|GkyM)Iyri>3Qj_4V3NcR_4P zk5QFz2OPAnq3yOAxZxGRxfa-~-rKX?yqqz5?q1icbI=fcIO(J!OZ(uM3Fz8i^!==L zhrrvw@Z-l1=$wErJr}V1(Defb4rO3Ph;{rNYXTm8{XjrcvL++VR?rzegwOx+LjuV1 zJX;sV#c#V0J;+bB&CK$~7Z!ZG%z)P~a%B7CV^d|ND!9a;smOs%+sAPiZW390`%>_- z{Fdg}dK*4dEg>e>$!g1!l!dtJr~oF@c0>8QtW3*}OK*P}=rE;xv#S%pJh0DC?zIAI z0S<7l#(D)wX_6VwL)CLbadB~;;{ELzdFwD(Qhu^HRUMt5V7s_8hN-5l3=A?r$I!~8 z!uQ&W;@;l3&H~3LBTrt1Q(zwy3(u2}XJ%);y7n;?_eKkfARAU~9ENwXXfavX3+X_W z*eW>(tAYp4atk@RsDD4w-8`BegPWQVc&3g1rfnr9n2M^s4Fje;g)60LR4kN#sf1Bx?M*g=nfVME}3dc_OT=KSs zxQ_eYAJze(EAw!^?tEO16`Pp2#6yNo0zA#5@R|SYU%G%YoP_xJ91oe|M0{yP;2|~v zH+N%uyRMc6ST63b4iA=Enl8PCo^GgEASLeBcf+6@Lq%KrFR=T@S{ocJw`D1$ajm-X z!WNa5THKth0{6F0sj5kkg;shhPaBim-jOD%v* zXmMYJJ(#bH18vki;bgrtfdhy54I^X84fLe_nXUDKGrm z1>f_bjNf!hKzKZEKF0vTbRFoH#$cs>={F<*F*XRa`{&OeueAs|P`d&+w4_$QdyhtY ze2m%$p}QR_;Fun?fEe@`crHrV*f3xUTwnoaL|sek{Na2A7Z*1OoSOC1?3n>AI%(8= zF*G91B6oOoypVzdS}5?!^xh(bs;zWczEC0vGLy+7l~OVB zhkc`GQ(y~fzWVnO*xD;?CTI~bNdAJch8va@g21p@9MDD~7J34DHLKBu1&(kiH^zUx z;L87Wv+jE_CIuuzz>VE@l0ON9437~e2K`BL@@uHP1+6~ox@+D{(n|)0ArQOl=4;Ud zfeFn0pF;~MuK{9kJh4N4j{9uV<^Uw|`}c0JX~G}{YuDNlg2b?PF`={#%t@52tV)~3 z@IhVHh@<LLuw97#E3^Tw3*^rE^=Dfs!DFFC+&M3V`m zT4j2NvYGV&*|orBs%?2}dOOEN4<;cok%5)95ENBvmrg5wQd}9GH4F=_fTd?(FgaQ2 zfVntYOe5vy4#;(;xU#Ebo(j>Uu;vO3vBd204?nu!Hk)Lcj{*- zEYh)T;;v42a$?F8>mA8Zqyt(OaQ|n3KL$fMO0%GEim>VZo6~hdA^&Dwn%cC^nL^DH zdwWv83`L+Ug3p22Dl>#L-@OWJ%9W<47o%8+3s4oPREgt13s0p%AmIs~g4Na4{W~y_ zS5OcN5C|w;`!Z)|d3(0WWYGAnyu5t6lOiK!`M5AYKNu_)P(uM`v0Q2Y%%oEpe7QfP z1};AkRi{|agCBkULc_w$-o3urNK}GeC2%keOuIC)Mx=nO4iY@zVoj^&{tgdYf`KXSu{dIS=rgpAlVPfd^(_3 zK`@eln@)02SMlqgMP_+(Gd~oE0H^Nv+Mm$sm=4myLnB_GBp0#?h# zMt7+2Z8K5e-j4y-7KCQ;U&XLFJuY|)kOIx?|JD@yOUTK|6*kYRgvSClzpD&dYynb< zdJ`H2T!Owdeb)%6cByh$|-=ygbR6 zJsbnikQ)Ku9qKYU@Zbx$9WW}NKLmDu;ATO9(z5`@`LvLMnFC-pTjxmr{CFI23qTpr zoB6M1&Ave(B?hfnq_V&t)=455I`gwIQ&wM}1b83;zd!j?4M3%>P+|w;hnrKVUjPK7 zD#vBPTE}HY5s}aRQ>bGVfcwJ=15TX53_i&FkJHfX761Kv$e8sDj976!4UO*S$K_{O z#Lg`cP6{2DTlL+iG^lB5i**{YNELN~xvikJHM2X404mx$IXUe!hk73V>t2r&Qgm@) z2ZcsC_4Ua=)e6tRo}U6+$qD$cdq2f|2sbwSw+O7TQ=gWNjSXdeeR)tnMMy~a?b|mj zV&Va?L{WfZ-acpZxv&OnCZni`0dgD_14D#Lo}_zYnk4cmE+MKMbbtP8g91wmUZ6hy eud488OiH)o{74S*Sx~?ZBO{?G{#(@e%l`o7TAttl diff --git a/master/_images/sphx_glr_02-fused-softmax_001.png b/master/_images/sphx_glr_02-fused-softmax_001.png index a27bb4594a8fbf5baad4e1f6c19a926239dc76a9..cfaf4ff2385d139c5212945377cf0eadc9793652 100644 GIT binary patch literal 37334 zcmeFZ^;=Y5^agqW0g?J((4nA!ba$wLVh}3bA%k>x3<4rb2}+lZN=pmO3?L;9(lK-o zL)S1fchC2G<1e`Pr_1y3@H}(o?6c3>Yp?aL_g$OU`nvb%FR)*LAc+3Hw&oKEB9DL| zvf1-g;1k(_sYUQd(O1jF_o)ZWH^A200n)Mc^>p>{b#=14>hIv~I6+Xd#(mA(27x)7(*c17 z4$WG9*+`b}@#v{*JN%j^G!um9Y5L$4KpDV+Z~HqtBhfmcZ9 z*5x%Vvj_w2Qt3=ZG>@aB_SIVvZ<|$){Bnh*S8^2hdaq0LH4NLa#=M9HKj-LN>{)JU zf*^gJY*YY?%unvAUtW>S7t=9zv?5n6?mKo%; zk{ul#S8v<^*RO%=_iR^sb1U7af0xG%2wsMgNH^OM$P{yX?}{aWW&Nl1_%YMXn>Pu4 zJGZ_-fpnog2;G9Gq?P}YNwc_R{$hMvl(gKa|2LNVuuUuiIG&Gz6+>p`>`ug}i+c>& z&71$RjgNi3q$mR%PI1m{hRy>)BW&F4RM6y*etWWdS+eE%SpK~bhD};FcXin;3=x);{IAPMK*!cP+$4;zgU#oy1TiALRc zI9rfEJ8Io?)0y#WoGt2@i^W+uJ6Vs2wE{KT*S{T1`Y~OqXJ+u@o@kBm(E)AQ2!Ix=SNs9X`9UI!t>vNe*sg zh@pKlOp)4UC~aY=UJ#6$Q1>)c5C5KDMOlGQ!XUZCuU+deVEpp6sUsOCYUEZLM9dc( zeSy_-!?w?nuYa7OupTSMG)l&Yy%;_U(8nu=AvLT&Y+Jez-*wT8SPIiT&o&K@JFU1u!Qw$w=%!NI?RNh zjm|Yrw7A-fB2%hcN$o8yjOyL>Sj0mkBj(P|&PO>4$<*9|P#2NV${N#TP1t3zg5&)z zT)4n0=gKOMJd?^*^4ql*5EoDCd?&CsY;0{?WyU7&&e^9>IJ86*4r)*+%DX|@3~bc0i(Ol zpT(nOY)v0>)Et0rszGOk)&7LPHA1idDy{Z8L|fxECSa3CGeM2AQKo?kfBs}3yWYMH zOR5;}?pcbQx7$+m~xz^tnVpLF!eyA*`-j3M?Kti~#7 zjEW?(JB>?Z@>`A?q12z?8< zi}SS7O-)t#=J*1vtO1xlV!b^S*@ve<6K>Pb#!EAVSy`SCFsFoKLxT)B2clW0W^LdzwL0-k+Socw7LJ=l*J7$Cp}^fvflMVoArB;84l_};&_vDi>|lMk z$h;=;EfFu98+JJU3FD#w+udh2@FJzN>{-3mCZ_!glgO?)hPYqK~=(Xcswds3qIP$~(A`~KJ&Ymfk$&_iQRcmt&N&J7Tai&m)1`>MqiaTCg>Kdd?KpQF zw>92uxHL1P7OT-^9QBK6gg4Rfu0O)NH&|6*pB_K~f~l!6da;a;JKD~0VWC63=&@Ce zZ3Zsv+Q3o3Wp-z(hXp?9Jy5~ef;>b0k>7p z8gtv*TPgq@CVw>L!w7-ka{c;s3HvrWG31%|NU62n(blvnB2I7$9s@OL#A8 z7a0jZOcz^frWJSH9=*|H{g`PgOujqQo=VkPw5Qxtp*!munwi@@T;kr{ELmyYf;x4n z!Kvn!qv2@9TwHHleDs*fUhpt(PVoJGKjtn3!iLv--Z_nIn}EX>eE%L>Vp(rjF}@wB za)$AM+n*ipK+hZ;$lktvtH0nyLqkKb2b28M-ae|}UNian_3NGd3gq9v4}^q;@keoQ z-mGI}?+*pk4rGHI^yNP66?WaVI_sJ%v4>^s;>B)JIe+W?k~GntGUG<5itklsLJko2!(1k2`3w*3vqQxn`2{s=k?- z&re#k!Np-^z0iXzD#V5$t2^Y6GRZNM+1JE`oULCi<6S00!%*`JJx=n?EgXlkZ(_A= zNY9!H!7hOpUD@ptr~Y7EYPC659`)mCfs}3Yxr>)Bk#+R;^54AKNvz%6bUi)9(B87M z<5g5tlr1qgG}N-P$|LUJvZWj@1Wfy-6T|-(3mlvbetG@~c3bGs z&Bf&`K2P=2^N6#-(5daYy&e#oJn;vf zCrdC<8-M?vA9P@SJ{xi|_~e)BSHM)0eUj?k0^QuRArwGUK24M?P=B$xe6P}mNC}b3HNk53JZ1fkImav z+?3@d|Lw1O`ZhJ0tRNRQvOUayjV$HeM?V)I7xaw9`pxTq=-|L1KL==OF8=ul_P-g0 zU{AKkr}16y3jdN1sIxWmyWQ^Sn&rirMi{&v58MBd>hYQnJ@`yHp!te%MwBARLZdHq zbYwLw+Y@04c|)c?OD}&4?VZ@!b?-GdCyv%%1@jBM41K)~@JEO6O-YJ;59cdmHT%W} z|6UAziH^yl5dZYq#p8m1eGeInmKN+oQIX8Oapo&cxdB;o;%eM8LG5&*)C(@&Vj?nq z9-~`h*?FK$$r7TxrMPvtDJgJIOk5tT%n9o;i({_J_h5y+!+g`3HUEA?d9tXnuy;YS zG&{N6BihZk@Uj(H}$9(KGZs<36gIwjGKh-qqqNqagwPmkDN0iIs6FDcM& z=y2mpLAFkzmlrh;O?EbI9CPMm%8lhP2^^%h9l^$KZ`X~piK(`%@4jhfXW!GrDweJo z*7Z)WIZGCXI$KfiVQ*|uk=|@V@GpNC^tr)c9q6mzEaorH%j^B=3G{wJNVv=OP)GYa zTTy6LC_2nBvEQ=l=kfw4gY+0?hW-f6=$J>Nr$UB5%^dCg8=1h-!#{%#kGdk=9jMZ1^NLC)VJa-9Hd72j@yr(W-$&~d)Ai`p7b&<$ zEb{B0>Pos0`SoJ3$X8p_bMeyMusQc>88c%|%|-2-(1XSa1eaAP(@f|PXCT=!Dyb=I z?pN3BeB4LFLO!17bG})hgXlG)WWb~oQ^`O4i<5QfzRk`PY9mLCRE%8!Uv1;)F{?ja zeO0h602X2MGPIN-VoLtBAd5mdbZ~Gs2`*zicfP;m3TbO+k$>P!t#au}uC8#*J`!bS zRb_XtCF@l)r;r2>$dUrS2SV<4Iuhkln%Pw_j`1X%cuxCC*hMQ|s{l2ajN65XCjwv% ziq2L)>sz>PDKB02X|x9#t${^g} z!#N_M&*BBZ^J$_SHLhS<-it*EmXOoL->$iLdNxZBd@imiV`W^<-o#y#d|U+w-{?tp zhQ1obkcAv(bd@%q{;c!ZG>LuvV(`g%+NT&&&cJq;^(M+h&;sS z1QD^AYPV}Ll>=``R6zSJ9n_PkE=u#7tcSl9bC=B!+>8MGm(-gZ!AcrAI3~w#fQ^#; z84R{LO)Kqq$B5Z=;#_7XY_Fu1oG1Kw-a;W>SST|3Tm_8@$zB4KC@B3Mg+M;tLVHV@ z?Q#}kXJ;I8nQsgp3VPeG{&rS()!%>a9Y`V93!x-ne z-BNfauC%t9liuP9`ThI{0zbmpitB@C*_H(t=e3g8pxxzgFo&k?Ih#>yu;d*yT09uC z#V+x=x|Qz9p>It$(m5OM*W6?D0XsVRQc_j~g=VnQqnzh6c?wJ=2s8W%m_B(bxeer5 zKgS4{SlQngzeG5cuRwy;jXlQ?3=O<8!w09OnL(kF@{Xfk6HIQ?Z>1 z-<0&xVkFT*t`{N%$_AfQl;+!_meN}ib-IFVMv|t%cSkF<*yVn6rd~tG0BP(;8tTquzqo}_Bj-O2b z@#Cg1_uoAq|8)brVmya@;^yWi`>3{_o?~~0Wc16IOgub&0LVQwG&Hnt$O+!tX)m** zjDFS9BcJ^crKKh7|ARE{4=}Fh$?g)UFivYc5GPa-55?-vMJQt%-jyOw-z2FMGI+v| zU&P1LiTz&XB`&CPGupSsH!XRW2kzL-gyY;`-5E_9jH>?xOA8R)Sq_ATS#prE8@QN9 zp0|=nH~znXwi_6GsbCZ^#^Hg?zw#B3KI)Udv~UE-SK=J*;tt^#q@7K`_7ab zbX-dB$15DA{Wnddq@=X9wV~NmW2-p?Zi`P|K7CfHI+GdPd*zCjt?f14g1y>C#P9WK z4x`c-$NZPcd>@OtrwVR^M9hnmsp`YF^^3Sbg+6r_r1HbUr$^RAgc)G97n2y+Vn;H; z=eIxRfwQyF!!!{x8}RJ?_2Dia0(3WtTL)k~m(dc{RUbnmqbCLi2KFvO7Gh&%O%2oa z@&-oE5Lm9*e2|dAD+-M%BP1HeuoO4x)1?T+3_MP3<_OHkXOKMR@~RsRom*5 zb@+Sv0xd0mvNu;b3Fk91{L5jvuQ#`+f92qgrshK0eXxdE{2}%%vnC|)3`&?ZJ$3v) zq`0IcQ+k)y?c28#%uoP612~Oe5!t)(&AC0SouO^cbJkN~edo%*e2{4Kr|UHguZ&^V zaUfstR=JGGMtC$HFz@W_#Is4aAw5tLWalU;B|TFZ`INjoT{AOw$jQm6$f_|b zCx?@$hz{MO*DZLr1*|hg`(1#W@$4`=sQw{K#fkiN&Hv$Iokv|=phhck(#V(iAEDgQ zM^c|YeX2d2aH-oUsgHgAx@pZ%6`mVqNA% zV;Y_k{M*~bR9wW!I1rycKcTmg2E^72>=C*L$EBR5&L~S(Y0LWTvZMa87+(kbpABS# z?(4#H5>X$)YvmjpP>jXbO_#Z(vz=>cKGeZqWDDAEzie>%t#zJW+*@YXPIR-thWZYV z@K0AI7Y^`hHGl`lfe@Sj5?Z664$SuHOmES+2G)Y2pObR)W~4gR8q zw8Tj4e)6pk(AcB8X??>g4@mpLg+Hxa4JS1pK1HZHgv2tuUM^1cD6bEcr_V>nJmX$9sLyIVrS0>|2cv_{4tDd-)M4vN>VKplW#(DPu=BR$L(g^M@tTu(er=p zO3pSP{GD=uDihqhZvH6fmo5=VKWun^+3|v0VUPOp=fCD!KMLQk_ODWf-T($3?7s|U z-%NKwLvItgTs#Q)!0Gn)bzRzC-?rE5N(Vn`Q9rP_5lAn7pXvTs5zH?Bd?G56k|OHt zP3ZsF?o!UgY1WTlzrx7MLXIY~;b^lHX2>x>C7VH13DRE|x}m1R{VEJ?*JKozs{Kka zq|%52gm%Rp(!{@h#brgjqEjq83D}$I5qV@CJ8ZWUS;7M8Z;1(vF+b|+PouWzTazgK z?+R&Ybwj~!&^Js~B=gmxJV&ijYDJwVZNEeZQQcttWIuB*U*tWxa?)Nn zMzV^gAS9>ZE?;EkFtddwqL$G?lglJ8(0%o8fa@N`vJz6#R#KDd-bk^b)3 zEep=BhxQ;H{Z!(l0@w^^gr0nU@|q?=aZ&cO#wRjC?<>OrUclU6UO$FhVGUNtODuc- z*cqGBLk^4VinJxRu5wdXIuGfbtLFc4*((i7ZK8sRhby!Zt*Nc;A4%|Z@I5e|wAd(u z2^EIBqu-CP#}u(_bha@(T-t;w=A1brVpcM8RPAU_lX??C_Ao zA~wj8sKycDqn!URJ7#Q6;%Ba@xg*WNZ&OCJ`fM~_0iUU%+(%5d2=M$2Xj|>rB+|1`HfQ- z$nr)YU7uw7Q&Kh*BTeJPd(Sb6TlOB*H!Z~y@v->TNFCbR55bNCQPZj=qw8$uhGTp-;Cimz?Vw{MqtdLr0w)r{(7))!g*4Jn%9mS5W1 zZ4-+j;n{oOX47gqI*OE(t7_ra(3$9ly!Qj2^RyT2ZFW(gfBS#oyGXk% zpJJSM4|X4B&jQNL#put_SiFeYGs5O@R}Qg{1q!Qzhh4&@{FmoxFj{R^qsC{gileOclA9zQW@Zlr-GOrcO~-Y?Dp(m9u%|tQh2$ zx8`YG^SN;x^$Ngg9s#Gh#37$`>6S8Qe+gGK!Q%t=XcF0u@q5Ra{HUH8lPC%iJg#bo zYb{WtFfS*`1b>P&FAP`8P*>dWh$9{*DTllMNdZ&x`2@nbK|VBLHx8_WC!Pu%30xQa z67CFT-+@HN7;f1*d~^o-^Fsmxsui)%oDpVX`f&*?eKQLbav()9O91!WIOJ0iJj=*y zF{T*1O!eXm%Qp%bZ5dng<(A1R#v%GJvE=@*6%#(ndNEm)1 z_A79#6lN zi|X+3iP$L=*6mmVGXP!|@`#7aUUWYKlxCE*-8@1O3hO~qyraJOjQ%GQ zT6La+YCqfDOTZ~QC?*)BeCu%u9MAF?ff7MvjJTnk&N*BqR45d5uwtyZF4F${O9RsX)qVsGgV2GvDQ0(}E$p ziciehhMc-318)8Ywp-!&2(&fRm@Qn|kdh{9evzI1L8(>a@ySX)zMZ~h_TwvV-kUdH z_xJ1HP2}u^Su3v-7nhbK!_NY9bOiw8ZV`g1djDR={rE?MIK(fIy+;-k(|m?OKQ=Lq z9h&qP8GZk1zF$)1EAmUyI-CLH5%!bIfAe z(l00MHzifV@RicRxt9!6ibuMGaf7cJUbor$l-+>S`oQx;RN?@9NdVd!>g+5uhMwcD zzW#p|j(spttUSt=OJEi?JMIfw|4|S)_mU-WDb?8Ix9`olxw&|5)vPyf!YD4ZCGqr4 zRJoi0t~diQPwIqYKKUt64f}>K8WX$77kT&Z>l->yq2MAoYRIu#{ZjpKcsE~!tu?*P zV+W=fTh6_M#1VpQM1rc|*B`q&WJ5~7WFIFAp7I}3&f>VxJcs4j((wFj*tDk6edco8 z@+q}N{~6?JSnqluvrUYKsHnjIsU~y^zVhe|A!?GbryETq1gIU)Qh@S| zeP@{KIguU3IVuNp%c4X%sEPsXxAC>E*O84lqCb+x$G2KWH((WY{8_$5!z5F*Fj4p5r5 zJ&6kM5=TCpMZK`_?z{n1kD*d)b&{S*+yRAga%yU8M=~EC2dWBIsb}XO668P50Ldmc zF%brCA@~5NdOhsy@WZ1w6>so=Rdwe!}pkv{|qO-%XX5=1fV;B zW`|Tj(PsjYMKWN^!X0q}bFat9k?L&d*RNj?sE5Dr)J8|2BbI~ea(-dKg|lW7^XJc> zFRCH zh4yt<=>;L~cmT5j_JU%*(oq~1Gg@RTFHbf7+%(iw{B+#q1plb|R=z7S~B zrK1mt1bh(CLf1x1dB7&17`2A0mNxAE^$MH0`ShEg-$J(I;| zO=qgur}~+CPc$!nR*rAOc#U?Qw;400SUvoG(@(zl%|*qpilksV+O-+=}lV&FCfp<(?)U7T?B*vRMfWZsW#yh$_}s^AtBNYgC-=an94ig!6v#{fH5Y z5}oiM1k&SK`j{92FHn$2$H@xSEV|A87B8ik{cB|`^|M9LOwru7+=QXlUt9k?d~@#} zG;_Q}Z^4~T94pePczzVBOxVZdj{*F!`t~_LV_tXUYg&`w=_hGc_3yC)p?%XDSgKj{ z2BA0=@P=6*U~JGUdXBcX1X<YV4pSor*lAdwQ!fE;>YtF4B1f+e_NAhRQVl9lCz?m%P%r< zlF8UXXVygIm)Ps`&GQf?YT}qb!kuj*WvtAENSJerp(t}bk|H98#|sq~tR3|ig+2v@ zdX!+`qBnala~?*GvZJL|nTwc(g{6$ko~>N8;AW}mL*)9P)zhbbS)}m2%krycjdY2 zr`<`47fI9x*En{DhYeJr@XF~TJjZzW_0D7%o2r#wqwW~Tm5W;Cg~xBhkck2y%shFP zqCR%nka=z=*m?gctuNuGO-?b*udPD-!7xC*dmJBn&&+%aDga8KM}`;S2aYu{fRVp9)q zAm*s!*Yw_}rFpl|%j@gwqeuxMN73gz4b4ve9uWJyHi~Pc?EahwviL$qu{5M`4W%Hw`dBVTTdn?Guy7vF+P34}!9U zKs7tkJ0hD!oUD1S7aFJncDu#FiD4*W&Ie^7x?Ea7OpT6>j*`P~c?^EIPeSg9=|fQ) zf}4uxUy7WGWrGQDpRe}*wR&!gp(A!Rt0PGw9*+c2_R=N))&83xG!=l*6j5&9F6F;D z7R6m-BBFA-`kC}gtt!CJACoEV$elDl%mF6nzhS(?YUmrc*80IH3i`flG(36Uh6jD? z?cGAMGi%5dQBhU|mPEMDSeiQa$g6yhSxv@K6!cE)4+&gQTwTj`#A zsB9WW1_4>2gSR@!;e<7r7+uNSv7DOB7o8MA+wZAC;rGG*(LJ-6DwWNJzD-YlP<1{_ zhwZJ!=+%`F{q7O&02QUENd3}r{dc>cy6cdK zpIl)AV_O*N5?`Lp>FV0`yZnPc914_Ps-qW5H^Xi~*y3P4yn>cy)?1i41?zbg?lA;c z>{Jgo)=0!e@iXQ;acB3ZcMgLi2xx~pJ(OdtQMc$?#^h;yeUZD?o zx3YDP$Dn68tQ0np;v}MNjXFHToN~R1m0|ix=GrVJg<2wasecK5iT1mG%^Mx7m)>q@ zf9`o0;DM;RlWXXU0WI|DfsbD*gJ`z{K2+8yFs1L+t&N<#O({{_tR zfgV{I4S^Q=Mw>>fKQ~o`gc26+Nn8L%kK_1!^%+ zMveil!WKbx^{$IFd1&j$!g~>?i!S8uo9wsH|M(@Z!64Tn zC#S4W>rYXfZfHb|Tsc+~MHi7C8cKu2;v2nauk&7<1qD%AvH1&wij$f!P4PQiFgLx| zh0)B{L=zwGk@&(thJ&+1{s#HyCfcnjOicSfI5_=1Ba`@jNPz1M1X=d(9Z{aSwm9yG z6!S3lz`s9s&H_9MS=s$UZb($XYF!4VRoZ=U;Z%YslP6Ega7(Bt8{o_ul$ADkJ%AjQx1e5R!V<-x3Ndms0YQ=bZ;N$-2Pf{5fr!u z8M+CUIiD}OGA<+DVeL;2y4VKX&jCt_+kBhV5g8!2_Hr%3QiUlw0#K})ZsW~}Wot+A zJ5gLFZdPl=8AA(l9L?GuZ?vOzF$ z^vt~Pow_m0TI`=l%80W!3-Y^ijS{(y4k7p>FfiaWWtZg)=xubsP5@4wWG?Ed;T@w8 z`z<6q@*{Jh?GoAgk~OSsgeWXvq%-P*`2izf&k9O2)cQLP9QlW?1?TrmYgt*=QgAZo#P@1U z(PJ8`*<o8;1wqsE_lP_a6Y;#BpfL3gLr)@N>XmR@Az?97^yo!ZSe?-1@% zK8pg03FxYFw+#);1VYK6+)p6@l}d;J+GQ+}I8lmtadp@QQnw`DWC;(vW*qLnBx#9j z9L7GjGSvM(P4|mvb|7AYTUU}>aii)+xDA_%FvCS>^9EJ#;TuktPI`XRj4vEWtRde) ztV2$8_>@yw@7IY*fW&N>WLOy==(DRbIq@D!S7|(U8YaAn{U;5!$MY3k3A1e32z*Mg zefh1_uNMniOh5Z?27=UN61KY(V2q?i4O%`-a`N4t6h>3crroaD?*8srW(GP|)`ZhA zR#g9TDEixLIHv|iAhAc*9nx|6P9xXmQ?HbkDLKjlJ58nfrxOEwc`y8;+-X;XFCJd2 zq1XoW|FJ9Hv0dfD)RI@ZZ68&F1TzzvZoJi^K!(GH^i`N}VDbKQNvNJuBu%I}s)b|m z8X7qFKp81;Ki9t1ozsES1=ArPZnI<27E;n#n5j81P? zj)uifoVyWY+b`8WkcrIH9e*dE-4M2-wt2qs(Ki9}rq#~YF8_7(cuQ?qFGlmF<}f=1 zfXls05ZdZQF63|bw*~aCa2F{uPvD6pXQkE+ig-~>#l1U4#BC8fN;?WHeU(c#;L~2_ zRAoPCXfDiIvk>C^`)c?=oKQse%`r9-0I@1X7nL*`Mu##NM%&q;U(-Ly7He;lpaX?9 z=vsTe`AJ*)G8dPQo!uuwF;6sz+?Bim*T$}Wvx8#VV{UY4Y3sM_6QjZkUmTOq;#_8q zu;SkZXFK3y-?MP;_^8z{ zniBB|A@bZ_bxE(dD3ukkQG0^l1wV9Kwi&~ZFT83zL}LI4-av?B%fa5SfA#OXK~WlN zt&WL@yKhNVe5J=4{jAMHnsqd6>hW;6JIDvUpK>9Q@v7+Vlt-Z8*{H95(iaMv$<*@7 z$|SpJn)#hD#$5md%r_k|6^3_(hf0a#ajc)5lXoUa@-bn}GK^p5ALsLockeVpLmRT9T$mILX?i+Vn=nC(gK>&KLd;dT z%c$yN&nG@F%gSHZLFJba-vcd&%glFnQ`gbH%A`}M(=LQ?XvTxv-AxbLY;R{^^};Rx zl_&E#=h9V1L6r7ba@7)cEHu;D8lXZIu&C4DLPsMYSK+ak$;n!LEa^>zD~#rS71#!y z&r?x7Wzqfm>*sES58C2{KQ2HF5Q^Icws2la-g2e~Q^%(Q2L;x4>OUI{2^0N%pbtFM z2A!VWHv%{ESbDe6GP)uzB2tw6khdol>v0c%&!qqwqXYD;rcxq$*8{f~rVTJ1zNeaR zGU+-{%6dhWDax*fHIXGf6o0gmMx1Gm+T&S_hvzmOMq&(t3OmI697n#HLKZ{VEVKL} z_o{cS$tErx#RyId%X^-LtP^3{K^B{ev07n_7%FE}qF$z6H%Xm)=JY^x=J zPDq}imMMZHo=Jq+Cinzg-keQT41gp)_MM~RXLK!NpZ&J_?S(wq_P|7v;13bSPwnh6 zbERba2_jaNK1|~`5{_!F`W3*e70pg3!PyuTf3F0cs~md~k!Q1zY|5}Uj>rEDLOHqV z@_`p>DyE`{U$smVqUJ%DlYXrJ+^CMISX4ugJ?IX_FJ`Ol1_bom$N4rr6(4A zF=A*kPq#GM>bh1&*sYP}BGvho(q4&pGnWkpN5c^z_YrE_{_?5=Py&wePavL?w354+92p_m@_Wz za;FbXjA!|aPVB6_BgRwGlC~00z}a~e?L+HXAZE{(DF!a?-+Rt6UHup*Dn|*Dm&MG2 zH$*t;Qr}^pQBof<#*GS;GXgT1kUUGYB4SU)zn_zdYxVBH%)R1Ko0TN>?t>1VJ#@Z; z7cYy2=k1m&X5?ugS}q?%*!nRsbN>6#1IOt}g~D*sug@o5RT0d2_f(h4#;?~|=%>)x z$}?uiUxL#)h~>ep^xfTz^ff@60#S~Hd@9B=#vJD#r?&Gz!f)31o7CMpWxy`k*W1*~ zk5&VDVL-H(E`sCGUE!xxgd$g0T$lCY3oQ3lWW(0e!Ly*5{P8Sg>hX5qH@fUQ*{gDd zfrf%g#g~t{?vhFP%^4W26fF}xu+-hKzISH%V3tIk@h?rw4+PO}#Khtt^Nq7wY;`u7 zr*`2rg-r&r4KFsEktZu@REN8fPmog5()dY0f_MQ2?{M0uPnF<9-}2$-Ptdh5MS>YKEo zTT|=4e}A*Zdp=%E*G)}Mix{mLB|Lb#I2L+_qhMg{s2-5{tKotdg)*`94wIenB z)G?>8*VJ{Wy9Wk*s=I#-ErfTTy-W`er->lZ&yJyb6Ph(UqpOtTk%6oKUX|I{5)Myt zh=dcsl&9FXHwqO)mopu;0gVbiev~D1 zpW^D`2Tcj>?ZEkIDm!y6Vpn5T);r` z6CsabCRKP{eGW~&9?B&UKlBe^E?gPK6BR4Q(Xb#ckeWb1T8MOK`F9?!=5*7E@S&mD zhGXvboQn4;-LfGdh2w+qM_A zeLOqQFnc%sQn`1%h$e@O;XS9R+aEl)luy*mw5or~_51B=VhyH_N}-k= z8-(|CUTG}3Dy5KOsZ}57brScAer~TOa|pTraMReHt*$F13r_=oL`(+dU6S>SuQRMv z@6+UZjq>xurMVf?~$cowc@!Z?jt|)oea$&q%B)S@seEjFjk| zZbod*U`|xt(O6Q_WBtds>R0`9Mh<1{TI^_kWy<=40u^BOSxJ?9mAoA!K%aS|589r+ z$>{BeE(B~C=$+~uoPNl7T05;(A7n$Ih)`Uw@vyT7Tp43r!l}PRGP3=8P$s z+P{tu8iy>Hj|RZAkKC85uE3CG=G5pnEz8^DPSh|_bI=O{nY^p`rrT%w*sy8X+9F|e zTk0oXua(9v0!olvq7^r@zQ?`jxF@K zeOuP}$uAR;z(zkFN%0q2`BFL=(^SbH=MpYb+1;_%j@Q24%;a_J=`&w#nOr+1vSn`< zv^$uP3Ue<_xv0RMXz`SzYZxkfEaLe6U32fj*!+6TZ35#uh{d9phe& zmpM`ZnMoyZJ&J&cT?tU-i3l=Z8D^!y?4fmtOGEVepil+s#CxTqC7`ztRBKIYj9h+G z7rsxs(tuh?57V7ot=<$xcNykewrcTM8QA+Cif1DA4NNtkd47TK2m8TSPpDC@{NeBe zoL}BE3-)^^tUw#@9eEp*BjHM2Wnj0;=eOgjsRiIj{$O0`vr*Y+1^c?v*>8E*B^Hx6Tj?Eys9((GSa z28BbPw!YBHWj+WfNb#T*@p7gwN@RO_;Wx#02m$*l3;|$!kbh?dH1*D(QFT7#SYxU# zx34ww z?SmI*DJQgLr9^A61E?Rlos$4PbOK*W z+fC7m?2aem^~1WFo_}t)JTw#bxwD$9rA)?}rWBv{Q4|P)?O#<8P=@v6J&NDof5rZw zEtuc^&6=U|wnVf(<#O_(I`a2A-wQ_L$-UV#YQU(_J>dRxV%b+ZkdyOYG71O=5fs^s zJh&Z6|I1rfrDij`WRR3+zw+4uI0v zHarvN?mx4xC)Q`O5mzV);AqYEP;dS*c9}@NeEC}Pwd6|g>Ysk}+SbsNRT=&*&o&Z9 zShuDK0^-XTg{KU)GnAHM(Cnle`m`W*yfWa@P}(DkZdu3r%FQSCvoAP#{0nnwe_NtH zxiCwDwRG5$DmmF@hmS@-oy-aDZ?8V@*0krS-uIL*zj@8`7eL&-!B`P1Gs2+ly`VVG zzkgm|x+y5QjaJ804oT2Ot*)-Juc)4Fw-i~_4Z_vM#1c!9gsk~_JGz$H${}3}(s{zr zqv?S6>FE^#SSza#j4UtjVO1?Dae}7phPJ8#z5K2Gd-~7dfHgA-d@f^GNs@z=%Pnomt74+y(Y3cl|1awXGwDCg*j;i4sT z+h%1O&X#b@G#KjAWCcZpS_TRJtjVGb_gHd|R_xz&#Qt|#Y zIw4}U_jKXWUej$}4yD2_`^n1Oht>=wV}{+8tuUXBjzhk+cVn-BDENxr5&@f)t)teZ zv}dJ)pDyc>x=DHTs~N+`}Lbw)$Bj-=Wry00CP$< zT46g##jS`*R)R~CtN}V?L3_In9ElQOQSG#+<+gVm&{dhy5Z4eS9XbqzRETGLCjePc z-nxC8Oe2QQcB0ZL2XxFdfD^%fzuUmM`%P@xeA8Ju&oq_Ar`D@5jz#Uv2jZo!F>%)O#eJ;2Q5-tsJo# zU|0jw==Kd;LiNd627!-RjTYoy|{j6>f$C<*0|Pr9uukZK24Oxz|sJg$03B^ z{}TMe3S01=XG`hU3g8SE)PyABJuY6n2o7^o6HiBxq!y?3&|GfS;N#H;-QC^K=9jYEN84)!7=XdLn!&|*1B3Q^&1i)V}KTC&@jZzafH;t5{;cpCDN>?&vp z&QOid=+7{_XF5`_PF4oQI7jB}LZ5h7^%T&|elmKd$_d`ie7E}FnDtWeeBT~{4)t|f z{HyVu(v}jG_mjW(WlvA0bN%Ike#kTW&C`h$(R8hbPNrZ#$bO0A%&*CM+_dsi>BrZ8 zT3=3FwjmQEqr1<(j0>!6lp>cu#fddLS4sJ<>icgh1h${y$1(myGjMeJ^`EvZvJYit zZ{=tHkM`a)8teXl_dcaG2x*WhiqfRaLWV0u8mL5OBJ(_i%%xD0N})^@QJIr@I7uO6 z=7f+rGSAbwk8i)d|NFQ1fA4kg`@w#4ulrh8YgOX>j_=QVIF8rH)tB(s3e}4FQc=@P zv}oHBUKg*W;e(Xv6qxeiU=J(uTy}s@d>T*0v)%e0@LH%*_?Ffir)!*X<~dRE!MHiX z$NT#vHLc6>&lc%KqNj9U%&wN~EB^foe;s8;k~~OJe#(8Hji%#b!awHOKOmFaN=k@} z{&ZKDPjc)+PlH_~{Xv!J#r-Y`opi#L)+xD2e-DU=JUehMl$3V; z>vp%<-)ctdYLN7)Ub*u5N9GOf1G49lyp$I%w$4kE4y0@+Xe79un*y~PKX1MsYd^Z-uLLA^emg}Eo-7a{&Vp~H)_2#?ewIxfWr&kj! z;ibNV*M{G;mR-+l(HQ@z>~KP)ti8PeobSkVIQd&I%gV099|&js9)9<{@uKm_AOB6@ z72CCoMO1Z?&Sge~zK*1~+%FP;Jo5dvL&WjBsOQ1KB)-@e^0m4; zP9;WqZIxT$K{t2+NsS`4(#uwqKR*lIg>YgB7^RAwp7Lfxlgrzp!FvdnoT{+TFJg~G z@>R)r`kL`RQtXdliC;ftVi1A99qgfVzl(Mxecq` z4iZIUjiIP(t#FC@K5>Xt6HzWdOM2|!>e+8-WRyGlp~@A3k$#hfVr*R8onzWrkDfmL z3}^kOEn5tK7TjFxMQXQSN~*J~BQi9!46Ow~P9Qv~InmYaBr*K6aQReBIlN6y5|&mC zb{?xF#Vk%Ga-5f<+VaNb_}gC(i+EF9w&wb({)lw=tm=2Bdo$e@;~#I$ADEq32V03P z?ONH-4~0RxyqgV}0{eXqbpJMlie*0!&t)AQ9m?GwbqMq4yNWzVW?#tp)Axs{NWW{f zqr?8_V2T@T^|Rpl=|HCXY+L=cwRv(#cz6YiX=Di+M{RjGETd9x)Je@FO3I{p zE;}>v=~Y7?6HsH)%iz60ed*FALg3nQqg9v4Q+FLzw?kYF!D)VbHSpx(zuBQy=Gtwm zqfUl_?BauErpHeBXM?4KS@za~yHrZlIp)O|6m@aF>-H9ZS2oIhJ--XdSsL8y583rJ z?3no?XV>9D@v2>T&d}n~tER?6YsO{&B+*H@$uO zj)6gPf`ms!MlaQ(JNQL?1>~O(TJ_v(m`^$8*lkw?+mk%ycTexa|(NrLG)B2{iZF)w-DQ^_i z?bW58o?UlIPcxcv`uc;CQs(*U!t%FvSB0G)D<7&6AgRw|m0`gnu(piJhHKwr#Ruxi zS}brAD#S>8K7b)|IoP&6tA_M|L3*KB41PE||I%v(vn|?w*OtOg>mzy%@x zv$3$StT{rNZ9;HQ;4FR9<0KKJsv_0=SKQ|sA!@y~n4D?eh@n~OLY4lSAs*~<{674o zOG=NO*n^do71lcMcI#}Ggcz?p%G&J>v=8u-v_T#wpp|W7eLh;U?a<+Oi{2EVhOBjN z_CMR`8MVd7zvZp99*T`lm#)be%8Ea<)}KCo%9;2?YgyfM@UpI~yli1o#)y*`k(EyN zu$CNEOgL>u%OTOMBQ*s1c1vEt%O=iJ{zEsOiB_64l{(2F!Ix}|ztH>KH2PZedo`k| z24!DxO~i>-v2lVpf>+3Nb!nFP0-?9X6|;w;EzND#qG)C6oCMsby#k2Oo5J+m4kxN7 z{{oBV8t5y~qwo31OUuM-07>!2QNE)`iI3<(6zeJH^hRWg!b(=|U67L#zIg{vnq7}9 zkv2%&`2AUYFtT@CF$Zlu(oeUMV?;lBK9Nnpa6N?WB1_{pB{`&5CgiYOGZfqCyC?IUW@$@9EMn? z7Bcw&$8rf8#2ouxl4E7&WN*164vF;bo$5h7*Pac244k#NEa%SzuH% zGba>;#6$&3iVJkyB5*N3e*Cy3?OLhDC?|kgBdw{a>8Wn~Rp6s=bNe!KE3i*3H6K;R z>qX2BOme^L-@KVCBd@lbiD`hrn}irCk`fXXRYMfGI{vzx3}VrV!o% z1Y8vb1sW0-MGn}mC;7T3+HJ`KU?!okSZN=skDYWYv_fF;j)HBXK#%X)vuBDkD~1+n zti^oQLpU==3@*RDv-P#dVaaVtgiDS0WK15xpB?+<;xf6u4?gy$~}A-6cltoMux21 z`tIk76v#buW1Usgbuuc57ItFnac|!AIOP7mq8tNNY5gm?jf8c8(6vi1j|#y%-Xo)T z`SK^AqAIMjJDrP-R8>`1v!|z~HZd^Bq|p8oS;5LnGBGu6%yl#+X=PfRMmL8*{`Dfa z=^KFT2Wqw7HHk+0{kIv88>rPD8L*BhFR-3=<)1pW_HCMhP=d<)E1Ym;svO{ep9t zhyqjwfD(?jWh9h|!(8nu8C|MpiNH`W|I;0)Le|9Q%5VXrmGY(e@j84j{m@7b8H-}m z&CQzP7kx#j+za)rvOLdOwOM7cc0HIqrYZj-5!1T#6~F%KTtoUWC-NQi&;{=cg=bx7 zHTuaZXJQY_*d^9BIQaoxk^bt>=~V$gb1r3VSu@wcIH<@o^X5X2|8r4mR=$FXbrC0Q z2N2MD#=+|mcxH@6nOE~eobsvUJV=%&Yfp|7j*igdx|Iu)y$o+Xr#G}DB_(NDvUn0t z8-Q@1y1-aCj&*|7apETm9bUbHaBbVdXTU&xxH)ZtF9cH4+~UB#rFZqC{ul-Fpc;LNOqid0CwwmW@8aJuWD zVXepD`J$W^T8PrbR_^xQal*QBNkgLotH1?iW%|y1mqEO~ajFT*{vI7*PrZHnwmWw) zx;NT=Y@euTXdqUz@JgZxGsXOFXj}6pPUA+O-QWZ4k1HW(k8+4{LBP6}W3eA;*?~NU@)w9mvSU zAQJw0ImrIo_DoC{od&gQnk^L<*TMHfKcY(JcaR51=W9)1B2g$jc|VwMF}%mxpA*fU z@_M{XXV9cTS~H6wzZ|g+q~woTj2a4C(y3ExfE$tBi#%gZ8UeTYKM2e0V2>S60<`Lor^N zU^bhaS7k+zSqplvc?{IW)HSNe)L<#?xCnTJ`9%z<3S`DSp%Sd_l8)IOTKMhz>Ftk6 zEvOt28WYgsTU*|@Z=Xo04U44f#HE^Z`?(r)ww~cArcRJ173&vKXvxN_Efoj0KmMoL z0Ii0XFBM|Q9UVGgdW?`$`*q-{UFkYZDSz2_3U=w7xhl)UE@3B}AItA2iD;0lI`i=E zCW#MCswJw|<8}5s@(?!rG)?R30y7@egs{Gq#L7sXr4IVCgK^R_jpSM@J~;7BjscmR zeQ`RnU4YUavz{w~+y1RY)@VhesWe^j#{-QEhP}JD+~R6@iRiYrSm(_H0wY@U6G$be zvA9kUznWB4>ffB(JvBYOI2}Xz*9Ez9f}!Af{T_whxxCzoQd;rFnvg}bXOC>EWK7rK z^;laRR9wj+7!Bd!L;80|mdDBEhUw7hlfs2uz@^}vVm%%fh#Gnd0h)7i`dlxLIsDP1 zV&n_MEy-*|evg!VAMr~y{`@N#TzGYI9^JWf=U-=z!3l9Yjt_fnM)~(8pGnAMfSIOH zIzXk>8$g5i>4Aq7D-6@w9o!L;*zyCs@I$Um^?hAadZ{8YydOyq3`*;W_sIy^+1fNQ zF9z66yO$N2E-+_O9SAve>Nf9W=<=BC@}2*L3z^cxJ+p$8%_o<`;QaaXa!hjaaY|;4 zKM?QNeAF}(T@CAZct9$mem%vYL$No2A#kvPBaG;{42LzPDxWhy+gpirziSP3*Uh0< z{@-)#W4-m|FId{1nRwIgoU4e`}XZ$ z0lvd?zB5TTKNS71CU?#L1#_&hzYPrynI&EMeK#_wFYI{iW0I*c9MKf!!siy&-^w@m z{^!*mC$X=Gt9m%AC?$X0QD1Bbd!z`%347GnYsZcp*@9jinG>WI)E(zWT9WO>*k}H< zhaoXv;LJyn29Z?EO4J2?Lo_7KQAv~ zO_@XwkK;omr{@eK!Wy_y>T90<7VDxBnTed1ygC;_7Ij2>j`Y#2{`R#}zeyk`*?aR3 z(j{LakjPEfvwskM*4A225Ev-W&12*3wb~mueV|FVA6Kx6yulqtS$3$@F%HsgQc(MS zL~2O=lG>#~$N3nqL4(2Ou)!GbX!FMS$!ejxG>hgV;HlK0O;|oq6JZ(YLRp=6M8=wd zb%^)^LVPtaHaS4YX%xDN=zA?5*n^64G8~M-JLmWcpW^84@mBG}20Ar0MXwdQftHEi zuDe(wY!%NDk$J`|26F&k^W^#Suf}1z12WS8%8@S)jwm&LdwHQ4-a4~=bK8hkdtXV& z^Y1QP?X+3bOZQs|#m$0Qr()7q-O__$Ub5)w6K8}ZxVz@#$=h zN4S4BOD*E=e3$LAhc|JVfZq|ZEM6t17GZrzX8hsF zv2Ju7r@FjH)5~)JqRGYhes!6Kj`d3Kj~xe<`-tkF1kjEcv4B^F9_xjV=zS(HI^<%n zNz5?GLXhvAU#K9Iu0o`-&ZBRqXXDH-(!B(dXyt>;fD0GqlnljWs>p3qN6T%uzO#H#XC((`s&=D@+&Dz+c`MK$hu*t zn2V{XPvariOPzl?SYB54Bqqk&X+sj|jvN?g%{oh&GynZW9$+&JzKWd7c|Ev`nYrM@ zuU*8jw=KdH!e`d=u67HjvbVXPiK?R`pai+IV97iIvGVolK#Ng*Og@oJ$PD#zadVru zXB|U#G%?I!VP>Q?7(IbK^+vaSeJ5QdGdZ*~Oz2P)CI-J&qP`6Fgt-D2J7d9#F{z)0 z6S|n@LkjLIAXLsjIeoA18D~K+SvbXgyfExwjK>pX4UZ6a9q@E#IP_PtdM;Z`Bj5;G z{}3i>5mDQp)yS?c8!db@Ufh4N}TeEa8W1VZr#>vmD~6rHcpQtoe)l4dxy(+sH4 z?2(8UR4OI-Am)CUjMx3pZgJ2IuHxr+UCz!PUJ6d>keas<9c{Ba-+J8sS@&d%6njNa zr*peC(LW+$6<9`rh$0gR1r0!I%1PUNy0iIwjC2$#+It8e{4hLGE6{VkL*QY{@2o{i zpgmYlV5Cr|1!5JB%E=M?=}qw@;aFt>TSAw6Qs9{qYxI|IpD!yWzkM43oDtAO_7cd zQl%dfaw$-|as^~7QP|9`rcyI~p25g+3WqHS11t%X%qm#XE}TBS0ZYV5;@J?MmF`ZSD$hdUdx`db-2RL(!W!Ai# zIXiUP!_}jZOy5irjl>w@qK-~A!r^CFoIzTcRS@yL=A&b(=rXOnx5@7BHWP(@KyL*y;_0cyvRtoGM9@W{Gu595j zs8Wjor09djJN<~eT9B43Bm!0%ypXwk_W!bDH-{p|_efDc-(4Ng;*PEmbmZ!*m^j1B zR3#9WT(nD#34R!&vw!B1tc9woo?h+TpY~lO23e{J<{^eN@_pYRZXD(9__~{oY%n*_ z#`_~T;Ihl`HO}2O41@ zPoi*O(i2_)OTKGog`uG_bz}-s;e%wZm~qo<8c{Mg=ZP;N&$Mc=z zeA=;acr8Q&>GHokY_|Afli6x{X2w-&^hn3)^n7N1#nbsxW7JEhe(;LkwmP+5(|6N{ z4H&%C&?S-=+l!0&w^EGuIB$f6?x2qA%q%Bey1#IRrO;O24<7^_9Ka`h2;A?mkK@cD z-M{eq>uCbN+y>g=sw|(|ftmNS?7^*a;ARE)l&JM{oje&a^~*uhm;+Q6o78s7^qJp$ za}2lOWx(nLmn&YV8!v`_{IL(w4h?MYrJ;qJebbFQh621#^Q#W09!Yrp{#QVy8k>Hu z$E~jx>4qf@`y)yi(9U$IazGVel&%4k3*yx;pQ3obYYWRkKX|j;ZYHB&hk*dc^bO@J z1oo!kIs{|h$1dUK)LX}58G-7g*y^&gdk3VGS-WjaFrO9H{aEE9}Y~=IxzSFV8r*q>#d<Z;jQQQ@EwaZ{rRgJuEP`wAVluf2l#>)6CYuaJk9k9)A zJeH8UcoI@v0H~ng-^8$`+&bs55Zw7?Y(m9xAA*D6(pV^yu9TWB?TcCd%mXpBGG&crg3AGqE1iL#6v?Uf;NGSv%$=Y8~6oF<)fm zcMZ1JTkRw9)w&9LnjD~1jUH~7!_*IU9|SvS(8GO=ZkOJ3kZ0@(c=<`UR_i_T8)m$aYREG^}Dn~usiSmV**+GhjSmqb8Eh$+t*~|Mz`EJIKO#2DF*V? z`18*{{mJgCMQ5MNaV-YjjtGn#d;k?EvURLL^0J?b-cJCrM>O$Jv8y0ECG=Ilo8Eo@ zbHkFQ6``i$9$upky%QX%rd{1Z6ziIIoY7E=X+{!?QBClt9{k#h$Ww8+Y9AnQdo8!U zI`sWj7&3fu zbGKmPm$OGrkEV=z8V9Ww-4ea=j-~oojWHe@q7MIHHz+$*Ijuo9mBQ01GisDN?kyD@ zId>+6*4xkmT*U(i4$O>q#Sl3dff0a;K+to^30c&=z(9hyuH!NJg=Fv`Vh(-MotuA{adkWUUO#D@!!kD&^Me5AUDo3wmF3FL8!V;VWgFlxhsMUnjO^^^ot&J4R>88z z_H-29sdM9p&3c=a}S};Al@rUqy)-=g};W=N#ODt~=#M}eO0g)lD z9->*1miCSOrz1C`Bw8E7;J6~;DpHQ&mn~RWhPucy&iMc{)Dq1-TD}6GPMd@K_EG&; zKxVnIsp+!m29@*Y_n$nu?9*Fhl!-DN8=tU7fIW7`v5}X$JAjd!C{K@GO_{O9{sh<2 z@?C331GqZkL>(pkzfmz?w7Kj95xzO`YDh?iZObgdQ%z`8!oCJl+K;wmXwUdG-_ff zHdxf~9ll5YA=yL9?=y<2N#C>|{-y0pa@Fn-0JAz#oLt;RF_4`xEUb)6nlCOLxrF%9Z=$kixt z6#)BG6f+e9q-Bv5wjV#Z!GIS7;vn6CrENQQloGvFbQaI+=&)n^kUrE|GzM^T5W_A^ z!if2yNnLae8pB_)4HMoEpZ_u1jLbyhJ(oXy8eRH;#$idD)C+i)e*b-Z=nQV)P>7YH z0k3{T0|v$$Y_cOBb1N>@4gbhIig67F5$k>MIp0t{q2s|U@`ibcNl~85xbnZ@b!GmA*Cm)p7I$R2?7Px^pF>fDz`k}2`$u`{ zKPBE=YO^e=G;GxXh3Jzv=fWJI6A{9I3K!Z%C&sbz>EWGBOiS4aB^<4T#Al0h5L;En z?m|$)xSWca-+)vV#y1EM)*xCWzfW`poUEd<^4G1690m<>O797N{^K2b*w6tzo|Va9@BKnTAt>aD$p@wn;?vba zRIX#WgK1jHL@(gKFZ+Go1vMr{=#h4KOxNIp7&$m z^9~OG1*fN1%s-x}&2cI=|2H<^`u|j*3I}fq1K`S+r+fn*JlKx_L3=#M2g^!}Si=7- zCjA>uYKe~Zf8u=06#;9B!AmPvEMlocV|8ITA!Y&iIlKJM2dpCZ@pe+gU4Gs?sP8$u zi^zp!Rwk&CS`fL=TJQfhnqbe4e~%_c&mtnud3Z17 zR^R{0w&~QsMmdm48PAQjJ=k+H6bNz1XGjDlj}R49)YKdh6I)2DgQ@Jl?={xD#Ckf; zJaI}LWn;P){aPU*x4-Cq2w1;Ty>YZKeu)%7)_m($v*8z$^lRBafXXqjODrKlUX8iR zp`=4`mD+b3d-el%1jpT_eV2%4NZjl;$_?8HPqzLs2c)Goscd28r^}i4ERt0z!2#U? zM&8`=FQ`1dd<)ZQFLELsqXLhb%HYfWU8v^3jT@Fp01Z4YK7NV18%VjK=EN|W6)HkJ zLNKH=EnA_jBl~$Wa@9Nq9TFup7+bfk{VBh$=swSXaQW(CW&a)iomAnsAnR@#o&;L+ ziC(y}jrnn8xCMT@ff6=yh2OLry`nyud6*PUq5MPL0#PE2$~M7lfnQ|hFRt&pus~1j z_(I(!RjiWl^%|GP@Tvd=fWJzADLp*Tb6D_RLY>DC{h#+@RET*#5Fb=Nr2~6~4?P9= z34H>BCBn>%OLdo1k8mP!CEs9$m39!O*albu&$;k@0bL=l*9kMa&^3Ptu$^lu;;1{d%N2qp^lGz36Ry;hx6us9OYLHValB%`7mRrj3pyGhHLy7PFLBIh%ot>^~-`FeN4ah?8q?<;8qX0v#_oKjk z{pv5BeDPO3`0%{QSW#}l*php#nC@xbxx^*-d(d{p$ZOq@KpO7GKYF<3@*V*7R4*Ol5|9^T%A9i%P} zzl&=yT9bLK`l8gYgKl|U@-@Go@L3DkwimFrjx)CU_ElW>CXK~3b$Pdg*i0SV>RUeX z=-2sIFAIwGe@>r_VPL{o=F+btufD6DM^^xTDKw;e$mntq^)ro7wcNBEl0Mj=-a)w zrJ;$HcrX>StleVU_jDj!q=3UECH8|RH1PyTxx6Lm&&UVMZYHR26N8bFa;o2 z&B|+X2`G@Hu8e5%+QQYfrCxn=)U)Wi-PiphW<`%q?X>ry8$o~021pSkqfHF-<%n+S z8eov%%LFN4xpj^lYTsFokhdC9I#68v5(X`^i*IEr^cu%mYsVd=5n~ccl^z`n7;Uf; zyf1j@MwlTp4FVo6afttUlc`5v;q^I#4jwAPezpEJhAH%$KrupJfEcCXg%Y%Fm-PCv zx#~y2cE~-6in9-Xt`vXsQj9 z_v~Pm1I>hlZjipsO2gLm6xxiUm}hFwV6bsOdw8|g%WO?9M{109a8Xtj1jG)}K2b{U zRS$;^cc0zOkxZe!tyY&4UEnsBxHk20rS%NjcdMs178e))v2T25d{DY@MwPNG*%u@C z{Rz3>$I^|C?@w&|^vDIWVaaV+iknWxYDDC>P_zGY}7&jM#p-(j5Ic7RG7arWUn`2{fSVYnFf#1(JO3hdPy!u4{aqtFON3WRD zh@)MSL%FTj^?Vz9X8g~+lc|v)#DdAhW(8QQA0u&Ho(GohmqRXqC2ud$hDSvaxDraF zah1hd?{v`ixu^_6ziWrIaB+M$bkx0mviULlMVd0{u=a-QVv5_)g(Pi9^Md~VWc-AI%voQt2 z&FMYTrJCiBj#A6@R4N0pHTMjhy1T%cM<9U&_8eLBb@om5HaBh5cStFPg1i-$)(r9~O#1^dqbU z)-ks3-z;N5&xw{9xw*Bp_|FZ;9{=6A_fYMe@(-u?VQGriSXgh9n&0B+pT$uL>D^2h zrEY-I^y4EPQ2WM+y_8kZN6`jOneD*x&o*Z@(N)J+Co^>8sMNF3L;Mu!V@$NUZ*s9y zLz9~gZs4B{?W^;h(LeOVIxWgA(m@&@>}nNEI$-_!hXK+kgA$8O!!LmB2#}qwJX!lU@^icsZRbBK(^rUFu;)(uo7mG|}Twt;f z2>&I(j;;-6YgG#Z5CzEGil=s+nLEwBo_nysA(CK~0r!z3bz^q<1+Yt<6Ze$zi@m8i zEVf5ENj)PtvBqM~F;ly`JYGU|RevGQOQh=5UcYOE*qkWwiYROD7_nXH&9U89fikC# z&~-ws!3~A7l)<($CMG=Cl7v)%9YZ=$K4Vu%NFeC7>2GjZOM^8-eqP%85vOa;(z2bO zoJ`LDtt%KP^p#g28_h=KGdM5iA8v>0A{VzJ;(^xPsXtmf_N#M^!k%~%6SrzHZ$EOV z^*5P~d%npW6&HMd{8&B#Nn+`=7sjCMgQ&}~UTIeU8pBv)jdQ@2nt@X~(QS7-xg@f4 z*vjvt;K}LbPp0Faf3BJ6qeBm^8&n33xC>}LV;l+ER-0bV9{=WBrDJ<5nC_IC{H#4( zvk%(}q`lRW$+L0X zQ)#DE9tO4dnp|6wC1iAxehDp(wId!J-fWX6inogTQq1YkKzP@i_T1a3s68Q5D#%?W zZ#O?>yl5)pXbsgdbvDt!8kw8}7%kN;L=#Mt;;mN*l*(3%$nnGr7lO_bTR1FK%`E!W zO}a|0k$RRdgAo(3IcSpMPP)Ohn`I7|RIKV};R(Ne*T9`0J1YF#T)2AeXd(Ze)Sg+H zRK9SWG;~{^{mPf98^Ibzi@U~Wjr?Ir&j@Q2kgpWWqba;){MC>8^W(=0r**ro(r|W> z$-kF9mMxbL*$#Q9*4!gHQ=|fHIT$YP$b$j&2HiZT$?@R(_ql|Hclr>?Hw88e)Irn< zjbHn|hENf05CdiEMi?*vUnS7oMD_bVG38g@NJ{TyIm6E@YEf%GFPKXC-_BfFA|GSA zveWKsc^HxyI?V$c=SCzGdo>Fr=F|%O!j7oy>eTx^kovW~OX={z$@vV*7}hsWL|)$098ZDwxv+NtuuV;wCM z#!|b~c742OAqVs!CBj{fhC@GDURU8=<-O!jx~EQ^rotd+^l+ElshdzUI}uRd#aOGZA98P4jS=TO5aBU?d4-~MSwKybi8iT$i$p0OaTS~NuxFvIw#kN1%9}jYgy;gE6xH_>T=F!V- z+kLkyJxD4%_aH#nw&nwPUSfJ(dtvG=pW$r7s4_557bDupy(mEz#CuJdMm35*&D>py zoD{-%35is1m5c}a#R4Z)WkT$}9p(e9=U4AJX`1T!N&gv6vt9M~VN3#M86=$Q_`~_s zK(7CTyRh`+Uci~@cx-Q@MeX`}*`Q{l&gAf}nFr%v2}9ni7w17b#8eJoUC`HO$4{CL zh%VYZ{w4_l~w6Nu+NCaVn=TFEuX zZztZ_QWpvmy9CIA+aV#|%)T#2+C>Uey8ZI|*#{UeG=>%&TM1odvvg=l^QvKegznD}+kqwhyxCUI9ZQ0HZ<6G+>A+-ojNvSSdwtkKo2qxl>>>en z!yxv3I=VjMvamT{#2g6gYDT8P(Jq_i(8};!4^5MB#s+@bJd845U*i1`bdd)HNqDTz70T=E8`g21ozw!Ihi28tSL{}X3 z%YWI8qxF|0QR52ESLUuA-Yik(6o-))jM7e4^^fTV_6+Un3Ot^!izN481#4dnC0WHV zrtEJclnPhmow1R|JXR2iHG&gP=`80k*#DlL;@TQnItLC7^fOYaztX^KJW z4YE^&5+&+NZwHEFLLs0{)A=dw>9q@n5`UY4V&GIA!Q6B1*pCbmZ(Og{(4+49H#=hB zJ|}E$#PkqZTW=SqA?-dcv2{M5C*&1AvYmoJ!2X*3N9U}857A-uJnw@n7Knz}X8gEO zR32#wP7Ixf`FmOi-%Y7c&Q)gL1aM`A_PKT%|J&xh!0wp1w)gB;beg2> z26)ic5oaV|uLKJUnL1{@m&R8~n2Mgt!n^UZNv)E4nsYBM4_1@f5eJSP%jd77ErM}R zy7sIo?v?{r{XzE~y8#lqX)g}zJ%EG3!&)4v{^G#n!9z1;*^Mmf zwFmX;6V_+%50u~xlnrocJ6=SJ6lDLFB0gicbN^xh@8eB(PeDpq7sl&0IK5FnzI7B-6ScJ>L0LpbK{l| z=rql8K}%jdY-iDwg6^*m9P+2`e;O2bs}>0M?r?p1c0+`egAthDX{j0!zmT z${k@_?|E0M^x*szA!2VDU?FZa4^l@iFYBa?xy(`x61Dx;jDs0S0-!9YHFKdMM#}3I zC;FbNG;qb;rMZFc3efLt-|?nC^5>iri7AfnZMruGt;bgvF4r!!vLw~$o`c`F-M>Rw zR(@UQuRMY&j8c6Iu|?QrUu-SP{R`QG*emdiHJ~-bcc9o)zn+8*r9Qom3Ivt9o-dsfm^1!(ogPSRuXm6Xv<`bxGH&Mozu1R0vK?I~Z0dK7bn(iSriueZ zYcp@k(`H$^ocb|DEr*UDr`d~cKTvtZ!M}%63m$>8;|j59%(vLRgCCJ=+E?KDPA3r}h@nYKjIx`KF^RQ1FWzv|~ ziZzoss1uvdLYf==J6$;;qixmK-0XkxjU(uk-(qnmTHfoz2^}q-LF~R{K=1EM zUg_r(V}Dq7{A|dZ`Jss!jy*4a#*{X?JDIt8;}|YY$N$~5kc$esF5+aU6#j0SxBoxS zqP`dFc}$*$e*GMrFa(F7?E_@Eac(D&IYUw^fBpJ?WXU>qB^#_da?;DhVKuY(s28R`_3IrM&)H<3`j(mJRLQYzG_Op&U3aro znP@ZRv#2Ku>s+M!`aHM!X<}xU(`lKkreh)3RgZA*p|TLWv-h8EvaE5&dYb!WB6+YAOuJNpa~}uewrxIOl)$}X=<2GW<~aIY03!2k zZiO81)fHnfs#7Qxme&5~o0%{+n!fZ_*#_ikJ`Ievqdi%!@En{8z325{T zFp}VB-impJnXT>BsM!2`Hqi(=G>G|GgIqB>vG1?krB(yZkv$Z;C0$*dj)S#d9_~5W z@qs)dASienmOySn!R<7@R8T;kB&>PO6zkvCi;-gX>(D~yhj;5$y&2SZNm?$Z92i)k zGkl9omVsvV?Af#N9%M@3S3y=*R#_-k@pm@4{Y-cK{d?afM1LA5Q&J?#o$4wqH|1Wq zcJ0-Wlf)tf{{7hXatdPid-Y~dF`T-YmwEVEXedv<%XsL(fQh-8*&{gO&)^~Gt9*9! zYz>C(#u)fqR#)fA%*=Fv6RZ-l)~B;QJ=Y)_*pb+LWOjBIP8Tk?JU`g?D!hr0jg?!s zZe1U?&3qgh%G8!=8Md&rREbesM_$*6nyM-{j8+kZM)XNkR5JVg+=IOQd}Fw)KbX|8 zzDr37efW@G+->IV%F1-z*`Q9FFeo7oA3q*iR;HkdJs!Y)t1K?|xjfzN%TS387P&FE zc!E>agDr6{CJB{pwzjF^=XuiGtQtBxc$eqLcl(y?g%_WZJ~b!VQMtgLL`L{Di$ zTian=PeGX3ZsM$-vf5T9#Kp;Dr-}U=88~*59EQH_YtGA`61zDSN1Om|8s<)?i49*S zr>8^W<9WhNCn(Q(W22)v(zTMOFxjlY-k1Ba-zl`eyb##GcRWA;pkTwse@>iLRu096 zDgEQz+}w~JA75Ntcz=LxwCGrC_< zku>&uPW<#Nj$z)wqNNiV?-LWBy})=@78gkbLv%As%hLX;Fx|o$N*kW^ zi|Xor*m7wdiIt7*lBVW8e2LmXx;IxSIAYQ91aaWPtaJ|)xJf3$QFbJ!5bUu;jl2Aw zvxQ_J_#7<)$);x`;!(=z7Z6URfWSa%5(dk78T)SwT39jB`x|{qQfTE#93B}d#e;n` zOXv+IK$E?}GF&n;6i&h$yT zBPiblYOCLQt4*fwXa=QRP~XAKyvetOzq$SSLd=Be6@61z$(s;3-T=An=I6!VE)H&^-3~2sGsWURGyvI)@G}Xkx9M& z_{EF+2q(>VO=e_;C3a%Y_r6v@%TcH=*Q!lWSVRPo_0&yBw@OSh4tvkdJ%9~xCAfTJ zl$1LYX8P15gv3u)qKR{@t*!pQe_N<2NJ&ZIHB+?!b^s1~G+|#i5$lPZoZQ(9=H`cA z$HqeVH2PsxH#PBU>Zfu=&&~6*vv(VZ*B5(~Iht~um>#roTClXWEr%V-|Iwpu%@RT{ z6eL%V?XfEqP!A(j?qkP}O(8@F)|*}Ngo{@r+a?Oz^nS%=CVjATRgQp;@ptvW z{-ClrkT+Rb>X%hjL4Hxw%?Aj&^1;+(JhKq1xxz88n38FR?B6nQ+7 z6lG;^U%7hq9L9K1DZJy*tZ!`O<_S?!Pt`kyCzUt@{D2dEM#^O{W)Yh`9}T`G?mF@E zj-Ov8_E`J75Rl3Gzeh&i6cy=_Dxg6;iZ!nCghuDHa`4+u<7n^*aVIAye}Hw9ZGiD$ zh_SGk*dfT*9^w5vBPZwkdr4}Jt*}vw+qQ)2TMdksME3Z)ad^MDxF#G@{llU0>^__I zvFNH>(9qEIVexp{-EFXW)22tTx>kM(+^sf<)6&0=t+5UHnfD6|U(xfNRbydgz1)oL zpwECbjR^8w#=GdZl#OWb#(zxqPr=1~PDdva!5wSQ<6xOJjm$A831d7WhJw%KL081l z#w90TP@9H9>a2o-ANp2uc=7u&q7PkL^HRHDWE2aPjQosSA(TYgqt5wN^Uj4!OH0tD zX(J){+|{KI#U&q{)t6Ua&SiOkcF9vP2gTz30QYGzyKbKj`|>@+S&E9P7cCC3h5cFX z3g?Zjt*y1xBOg6-!0@GpoMQ?DdEDlR3OF75FefuKxD=cng2Zw)%z~^%#;$t^kS2YYw&avKiKT7J!wDJi_d5*Zcb<%9u^GnI;||9B5QE_zW}`!V0Hii literal 37399 zcmeEu^;cBU+wTDsL`p#EP!SR71|?Kl1Qewk1f;uTK%_(okxr!>q;rN6m6C3U9J(8Z znY-uvzVBW4AGr6Y%UUd!bIzQ2_TJC)iDw(}QcaQUI>U7cg2+wW(t<)l5uZMFnpFzBIfG%yp&{+aDkuma8F^DOHdjLO8j{3I zPEM}2oBZ)D@(viUZqt?i^y+tm-@io;-o6Q`KY9E1o=HI9_wU~s>V?5^4aSg=5OBKS zt`y5Ba6Aw`DfaN;bKDfji6BO8>$gqr^5Dk3^Z(koyCe8b#(5t+v|0TU&Xf*b^!8m1 z{ZKrlAAw2&BH5~aEkF3^3hXC?!le=GjsPT`>AmNb_2b96J+^D3G++yE=-xDLE8V{$ zRM*vsKm?)Ob?9`sYrI!d$jir@rKc`@cYU{D<>UeCmlvc2f`W5lti3%$xiRVXt+4b* zPm!&tTwhP8N5z=~*t)~aaae!RfWG^5Z0)!k*6E_?pXjF!nSSiK&6E}0s05A- zUPVxUr-(^={*ddA80~eEV(d`)+Bh89_6-D;AZXg&C^0d$uGk1|x-rL(+IxfCh8r8$ zjh)6PrVh~45VrVs{E2_5=aa>~w?~u#U#EptR802nn%1%U*jF;uZ^7S4-4_~0PpfR5 zA%|DrDX9c!NcBOpxshiL26g?-C59x^b*$p8>s^*Ybr)C@hzk}5~*5EJh5@Kk07AfJ)U-qi;tJLv3aO%&cpc9aUirZ8OH~(_;3b zVKJGR12K1Gz0Q^s*Cr~>=Oh~%8fLr}Kl>d|TIrN({rt?>?K&W(2-cl!i*RgQJAd!4 zriROEZpDq`?U31~J2KcOfyJE7XMCC`XO0)Fo<9OKYHf*V4X>~%rrfD$W}@N!zz6?e z(PM&a&CcvF6M(Ox@BEqifF_?wm`REmG)vuEUKRqF>5OhoNtZP7=GH3EJT<2m2kNgXi^ ze~Twr`d^sJ5V{T1|I?RYala=+p z*s2pC4F-wW0eG^ZB^TV|lN&G=a8{@;J`eFg-J;n2r9STI6gsb>Y z^T9-oEp1_8p(0P1^b;51<>d+(oc^VYYaat0*4-#WcQGN;_|oHPkT)lT%Z3=eH)Bpz8UsSPk-*)rqc#?6L%9ZSgYrk1#+)@SZsCjK-ehyamLmU=sKg!%(XBJS`FWzU%eszs@|hFI z$WI>%3f9L52T^B5qV}9$Bf_s_-lvCl8dg}YlaPQ*k%*>}m5=viM@#?djG)H*_2&=% zZBEX@sYMV@{EHtyeki?oQBsR^sH0|NWE4l4IMgxLO*7XU>*(lMl`E$ZcJN=k9u?Me zUVfe=*tNN97~iKQ^l!()%lxxH>ytDzj_dmJ1DG3n{5&!0b^bDo@>JlvjT3|v}z>*C^4 zlwSAa$CsIz8N?!msQdaGho-Gs#ASQ?Grd|n-9$cB2F^N0k4^p#W4G$b0s9@J1I)!v zM}B5XHyN`{zxHT}?vZy-QNO&$?u><#$w=xf`POvmo&C92-k^57=PCzueN9L(lX`a! zOYIBYfgy{)Vq=$(NcKKJUBx#xHNB&f$ZN5`^c%{_&yNFHaDTaHZM>WnLi!z$NoPhs z4JI5tZRSlRN$hd|ViYfYUtS)CeluOy5lXh(!)FQ2)D5JqVdpp%?L_O3^^*A8O0M?y zmr2J5^?8`QErPkNx4pJKb!6=cR|80Laqu3&+}TRz0GI{Oi?vEu|Ft~k(khvAgk3Od z8~ckuG?5|t4h(171u27sv^h};xou6wyY@?j*_O8?fE0c;y1Ro+YzFax znA%1JUnfPhgI{sQVajdphj*0(?NqJ3<<`GJ@${IacgMr2f>-;+vwe(Pf>*>J53=`w z9KQZMjx><3c^4msImkR4&cw*6sgZ-FXaKuBnt@?2gUq)ZH+aEV)q}sk1_o9Rht;k6 z(`UjKg=4z@cjT zQ2Ikq3Z@#+eg{+VPf0NAlD{vjl0A^pLIup9VG(TDp|_7c+jj!2L^nij3H>jg6>FhZ zXULheR2f~@<7W&G8vT6_^yK80-sD3Mj=qCb=-t(2Img8*QSmbe)=<8>Dx0rNOeQj3 z@HwKefpcO}fXLt`O-j(vmZ;(+4NZG#UCKP40OdcQ9#TKeGe1jX`06_$bVyj{2U^~{ zcZaTVLVuL&95W?SYD;>XcU+RWw1sW84)#J#MJF9*u3`WRs$d^f836Bn=7b*&qiC#hY`R?sme$Jv{q@|2C`3^nch@U2-r?)(?d)7XGF}yWP z5=oPs$gV>Esr_?!;KjC(thrr@H*0T9y)EtLqmYSfqN~(d0{kw(?Aen7! zt1z{!avCpN@8Gz5*QMkpl&fZsB!^)iH)9$lcJX_ISP6*QPxqXDv!m7-6iNJvB0mZ$ z9x(i@l+gmuUGy6I`e?6*4|V&qCsHI8*2dH+5Flv)YtgmUroG&~i2>)RrQv6##jvY@ z4B8jO91u*@k)w=y$nZ#r3;m)+?SyuD#Y=gBm>axZ6o4vl!6>yT$VlMQcW`75ks@e*rKTd7iDXHpZc*3uUR#22RFzASX z1)kML5$|QxpN)|G3_(X@AI=$H$D`i~TwHzb9e3MWKZ*#1m>g-NI8`oiM;R^2xk%r!pRwmbxTAtOW=`T-G6 zi825bF1e>gf{Dz~2LxDx@_OLYf}AS~(V?s`Va1)+z0k=k%}(DY#|Kt|DP)ABr7rB0 zp1 z=oKyIHUR&-N8>kW2(jpVdcxwdbzN?!gFeeDM=css=As}LFn;+A{xw9g>M|i#nIeud z2c+oZx-iF~t$(x4AauV96;%;W@3Ik;H4ioWFULELYOW7}r9%alPHq*7BvKuW^!qq`lN+Z!#=Q-f0N>!T6c&;h-o;HMrR#zD^?*yjF{90wzt~V8ardU0 z0R-NZo!!z{rX!G;dhUE;r+*H@pW}SUMUvq+ z)GTH3u_3e^JmR$nP{t2HhpLF{ZMDU*eiiF{IQoyx)^WP7SJ!W_Ofc8Daa+38v^%uO| zZdTaafefjj9sn_}A^_IVha6gtw4^UKg``jC2xz!*Gmr#1F-p4&4jPXyP0{pwZQ zLRTb?nhfWwuK>X17&HD_+pv4Cd5)|KOlu{|^@qv$wCg zQBhOB-m1^Zxd$*ie)k(P80He=A9etMG&M6bb3IOg+BW({JXO)Qc|glTUaI%hTS89W zddnEMO5em$1Y*y};o>JVt^nIftqq6($P4Haeq#D#&y2&Bl2Xm$-i_m}zE^N*Ryny5 z%$`Mt;7t5>+-q@MxZk9>K{J)+L?EOhu+t7!{OK=oafJm1w`FADQk#VPK`#MTSMwK^jZi@Z$Vq05VBW01K3yft`90IJ77mjwx@Y`1g(XQWV zy+{I!f;X}Fo6!*Q9uWehGrZfCl_;Crim#V=%{&JkfG9XLUcK@Z=(@2})<5ueH_GAn z!KwiddmiIIAbr8DRUGfU_;cQ)iC)C!CSS{;h6%jS(tNB$_eF+e^5LOddq+pIur(Eh z)Zt72)(?-WJox~6`nNrF^&yw77+&@GiiP$(F9@J%6hBTMj=k;tyq93&B}0$oGa%e` zgvlPD_&s?6&pyC1^IWl{wW@N)DlD`wJaD5O;?AK@Uwk~S{te`L1|{<|jDwPDBSlsc zx(~iJm0Sbk9Uol5avglFEOw&(7WHyd>#ZT1aTS|uX zWF02pg`Z2Z%QbvI^;=vqK>zD1`J<;PbCm`>7GW;rb$xdn^4PW`L#9815>U%8QG$d-N zaVrVZim&7;A@*DBr=&<_-b!3O6uyeM?=XD7YK%|#CKYvG?%Z8A3YZ_bkGF-lT+{b6 zcVu}p{P+^ly71BLzhaezy9qP2aP-U%J->o2*1NE(oAN%qP~4-Jezt}BG}y)RpA$`R zC!P_QOxK!JGI_5jqWAq=dR!trA@rE6C&{oh;@Kquk!#Bbq4dVD1H*{ zTaST-n#LG@`Fxc`x}%#qG6R~U@W&vsP{GiHz5gitR|vp!m)TG|0pOepJLox>)NYJU zilO_bb4Cba5_cm3aVfjQasM9SOIF+nn+(29d{6zWC-@WTfk&N#Q~mE=5E_+#G_BKn z%*9pO2fstrq57TP3#E@rcdH&y^QQ)i&{yM%o;qFyv3}LhW;M0YoSc+Yn2a8lQk~B` zCATR-i^MZHg<_$xbsX=;vS6HfM84bxUL;`Bc;MkS-}S-ex9lk|fR#m&`=H>Qna^#DPUT>l;ecD2hPCrm-3H#m_%t zka%53L$%`=3;)F#dnm`k4^|!S2@B8pAIT>NfA-ZJaML%ZjS~`mC5;S{4wUj`nL;;N zWAD>ga(CKP3fA`MKz}4H#O>7&kqCX%<+m_Ti~Yu&!>155qdv5n}N`-;t)mVe0ID3Qw=#P zt)6-8%qulAeDM0jG}i-FUyh=XyTOEqTIm-97M`!xIoW3@)m|v|QV!6+!#_@}$b1H6(l?XU$r$bX#r>8DGiKycQRFt4P{hsNbV%kM{QBigvmw&vw_A2$glc*H;qc^ zz*dFCHP@snAMh35X+dqW_N?b-Z4SnuGT^C+sA;Fq6$UI%Uox5@%4}wZ) zTXXEFT2w|j6yrg=RW|mu0d5B)NXT=Zu7{b=9rw4VZ$6wE4a@~m$pcX#o~R=F)6x#Z!R{O8mVfcqU%`v{cb7SOJh)?Bd>dt4(8`o%O2_dAMO~Slq*GY*aeb+6@ScRP5 zgoxQD&w~pjHlw~CX9Os#s4V7Z23+41BMrXTfoFdGdJ}v~FJN{hRaCQ_=XYP9#X@I< zoV+|GHFbx`xPh#*bB8EwtdkYeuZHr6n=kun9UnN+-dO(l-T1l8AFdwa%CH;j;>T;o zXmm{&dj=IL13$#_hM>OutuaA-j`OsBW8(LZce!;={RfZ)yRKscHQPj|$Ln_}`2OR<))19TwEjNwFfnZy=480a?7cSu&KA{(Z;1$?@i7iGE#_Rfcz{WnaqG zDDVB>9Nw6-74PMEZJkCp&iVQIPYfa-_xA~m?Wj4_-fm6R_#KUE_oj$M0yG-6QPxy; z$7qPsUVzK{-QWV^+8k|S%QeL0R{#B8dIenzdVxCvIy~K2j?yWjiaYt#67_^m#)bGM zs-jzBu)p_0IGjD2s_?4RP3-@b*J-tMEwdW-gRDkC;4t;G`l`ubzdSna>_GWp4M1Cj z$DzE4J)Cd!Zt@2^KAoxJo-FDzm%>2vJ-YZFm1RSg)rCL3Un^j{$PNAUWTglkSYaEw znr=s}^E8dJ?BfEWSO|Hco6%U&2 zrHfBH*3%_hrmS_MRy=VsnWTu-sBDR**-5vL8*({ZUz%DQBiWl0c8ApY2I1bYG*PRT zW>B#Uja7dT?hdQV4 zyxh`m%3Elr(VdGAjuvEo?D2McrU6GdQXLv202_v4;^VJA(a_MS>1JnVzj|z8VG)~@ zq+<`Cb>I*c6?N)uV}YTazh`F?Bqs3aj~%HL$HECK+-)Bmecd0(#1bRw%N8qi?Ssy+ zQC4SlMGUgk6$87KRVEyewK6JA%zN3JOe5iEKk~|qXdVx!?n3&R#E1dkfS+4ZZrh#L z9k0g0lX@HdH^KqJUJB<}i=7Cr?VI{Sm!b5P>tkf2kzDbr)=ll3LjKEc5B=lA`~#xL zI~ci;x3`vshm4f7kuv9lN4aIy$z!1(@~KvLpM}{BkKn{ZV0dH=tYkYPTP2St%n#Rw z!@!D(`fnFwIY)YDr0_N8g9q0PJho@NH8Lr(a;^XcZQ6di9X^guZQhsExT`@o8gLU@ z&Tuh%W)@`&Ualw#-=Sbs%;mX@lkcn!kJb=XAEfir=rDX8wo+;cu3bSGy97wQ zeaMpZR7e->Z z*hIz15IMbJIay{g8fDz*%83=*!9w-lS8f>$ZhY)Grf+FQ9(|aQok*#R9}o*L+G;Vb zw7SZiv4b!)Ms}688v;zb8zv2#>rjzdO66)bosTEc<+sN3%t7KIU}KkIF3}1%Bg2J7 zRRtk(dchB5jG}L*Yk`}pSLZ;MMDPqq4#{GUMkcWTa?jYMq?iK%aRxGpZmXa7T#{q! z8DZu?ch=M3^?A*aC>ba(uYDce1<+qa4{D)qHh?7XKd|G`JO<`;8`ARPdf*|}>n08$ z!0-9ronhSsmSkD@Choo}CmO4~o$o``oYSES9d6v;@$G#gdEEPg#Hp8TreYrHv3H9#=niFifu0qc3cid1|WEX9q+VQ zJZkykJNP(P>@xLarS@>zY0|)sZ=&DxaqDB{o%cXOE(d~~BT&f#PUneOd^ZI|9sl+A zCJT9Q)r{jL2$KNHe=a>dlKa2d{La_%OLVJ3xytI_0}uRX6f;SZNa#wMEBUyQFHcVb zkNMzt`5C7UGGK*&dldz#sfLV?11o`T>ho=pA#QU}B!HCgZ1WBW+90-{K;#*j$Zoqa zK@wB)3$vt2#VUkh;P^Pd>d@zS*cB%YFO8Z}j?E^nfW8{-+TjBo4)3gU+O~Y z|BC->T;=(4_lu3Bm1bQY@;c%@Gl@=o%||}bfVS1-Y;bPAt)Di=yG^E{4C#KTvZgrx zp{z5kiwO0N)b&FwRdV}T`T)_~=Xl3={9yI64FkI}5Rc$=H9PwB1datgKT=+&^I^%N z_6(pFk}|oD8+tk~ein0?bsrZnK|miPBZ1LO4tgWr4?W&#mQCa}q?7g&$5k7E3m%oX z9P7z8=XC5xLk?p$6q$Ay3JAV+JpBYF)E~W#ajmb<7exdGt z;DAs=Ze*hzm6iJxkTvBjepnynM1VrE5Tp}Z^ByPzya79AT9&2v+UeWi-Iu9GzgukF zG5>zI(9f9h0||hDgk^3BYw#S%7uFHh%}(1Sq;}FV{m$vuG*g=uuIfg!7dBAq1X}*H zKe4=A&b;t%ZwT+_C;E;g0dw*uq*>+eUs;Mh@XLIhG%=xL*`MYu_)*&mq#E5mq1+$(nchlxL*DZ$#>cB1T`ubDkow}-V9vWYbMy6`~l>tY`X;W z;I<|;I^JfT)CMEV-_0{7F1|P<#xR+Zhp#6NMO&}D$o71`qZcB>Z~GONc>Eapr+1lf z?)))a`0n+<&q?E;tBD}CX>w)uGGbqlkp&cz~jj|rw`|H0`O+hWO9ic%^A zIT=92Vi}ewTXQ9YkXC*J$IV;a282K=khlpkR`$LqD1dCILm;>CttWmuekQPxy6;n$ zjdQHbdP`+kD9Jd3wZMDx#yH;X8{)_D@1#s*I{5Kb5r))_EI+U*(&K;ma#`!hT0h&K z8@N8pjGf;Kb=^rm84@bw=zEsRe2GW2mNAiTq};O0VD!)666KsI3oP{nd=oa5BZh1X z$Zge~!ggAW&~p58yH!^tDchA}YcRX_GBg0KLO^aUPuEEC{ zzm&_N1oW!2)(%e(4biavHZ24%hnLg`zY`VHF@{OIhLwoqT8FXU0ILFAIE(Nvs|%xz zUdqo^r`HH!OYNhE>--!cEZEGww=@=_P7%NsN(EuAb?5r~#}2balSxxB2$ou&u9A>} zhjzM*)hMKc6cGV!3fU<{=a0?_Ok`DG%+j5u22OWY7se4IHaaHy%?Vz&`&DccG&WC! z6gBnHBUu#zfWeWpW2y`oz(?~>SP}2{ z-}~^WnAdv4bqOYT^9%_RbB@7immBXsax^@oVK#rP@#a-0sI>9}+CD!X+G@(us>|J5 z1wxTVNJs@=dAl7x;W>NiCHA>g?gxqXaJSK|Rbv?tfrxxO{5fn&puR#4solW|UN6_c zYotIgD+Cs_+Fm;7TJ8R6;pwa!-J|2QjK3|lX!PCS6}oXpyFV@9K8X;GsM{V0&_@uU z8h5UkeIfBb5fzHVB9%fWgjEwUI%%RS%HIEqh7luH5ckp7A9Zeg(3bf$QSF5-RKrqX z4Vw(OK66#4;xErPeOcO-q{$Ldjk~W;50YW1CN6lkwgw+iCqDVv-ZQp42R*eMcd3NI zYAfW?zb1^Wjefy4ves^O%1;`c^fxK)xEb^6KY?SY7rZVAT?561DT8TZdxrohbcl`D z&`dS5*F9dMI0=e+@#vD@&)QHhZR`-N9yf9pK9Kmf zB6aKZ0$cOZMsv&G=1)q9=wdc8tF!3}$sU7|Lx#W50H43notJV;_ki@4GxpXYu;Oy! z(~ZXNlb`&gq@*A@sI4EIr``fmRM-nb!&Tm#`tM2C9lMC7x|xmtwN-$E)L?lZh?wSd z3P%!9@s$}RtGBmTH@QZA5Hc2+D^F4_RjsZkO@%ut>~6E~2!89nLQ3j@-S;pu-fMi8 z75+;ZC<99NE~zyzW#OnzEzqR;o~7W$yr!Djz=OdTeJvd` zfbh;X{n>7HVWi=P@3mpRwEhWRa}a|2FzMuz@mA#DE-Fe1b|C6Li;u71L;FHgA^G!e zdO$a{D8BfeS^Ptch=>?mg!V!BT+@G_LhOpJ7m;xgPOHVy=rBRQc@+u|wGoc;{;avWhj+Y4Kf|19O2 z2>kJ7rgwE^X;tKwzGg!c*S2Pe6(X@m*vOrTKFi~vNEi80l`3OZJg2drx=_hea35S8c+30h0;rL`{g*Q>me{Ti7} zxfw%xVQbn6@b;865jkXj8K~QtDXq0g$YI zQ8d92??Z}xjOFV-INKeBPTAfwEzsdFB7jmZ$Ko6JvW_-Ein2XFLxB~c|&%LegVnL z;9|1IuHLkRm@M!QZ@(o7(~C`s*c-k|%n4d*qUGa}-NSCSySW$%CUQGbkW8{cyNcb1 z*2(5;fid5=g&*$ErKify`-676?v3CZKtoV2hZ~-G`@f7OKY#W#@+vLDqe9{%|dICJ_~d z5@Bf)v}MPhPLlQmw)PaTavh$wVb^SxXSDs+FmhJM)1)=7JXTNW@VwctVOa%|);YnW zK%;^XRxcU&V5cfCUfkp6eqp?%!4+!yQcv%>T9kwnKRbJFkjjWSZb?RGz=ZhvHlDmY zpxg8)=u}PWi|8?e_LVPhPRNhcUh3;$x&jeKw5{Eya=#k`TUsPz6|x=X z-v6`z4#4-Mfhs{;i!Akx&`ZWspj{Kz(7ox-jc;5!@*$Y#;7Rjdi;$6XH5g@Iy zW@g`0f^Ba|Y7(pdDhS&0+8t7%n`j`TA$h}a3#^&-QdGALt%K5A%F(^EeW{eMMOVma0iV(nd#!5ZutagQ9F~V!R(4nnkWa*uEyS$ODs9-cIl$` z4rE-A=nJ}I6o2iCV?N+7AZMD~+#B^TE8COU(t7-x^0!Fn48jMoe6=Qn&Z{fqmS5(c zlxXDV$3r_%@BO9CFPnN&n75}Z`>_47^|}g^`G3PZ%a!xdcoiny_&5*H>J-0w`xml} z$JGJPM5A2!P<_kTQ3Ub%GvEVeQ*w}HNrtmQoGh$rixFyMcO#gKBg;(t>!zRq8`@3f1Nma9M2ny}-e&{IbQe(ntROAF?Vy>g`C9S_b)blZZP8Vl!1B5PW}F*v$ErDi zFcW=F%*XAI2mG|ABo8oi4wHIZB{%S7Dp!dig<4kS=W^GT=ar$79$nAg0poa6y6#&{ zS{9`XKPANQo#e~8>MMFeKD`rrFTmUl?amCX;P<^|;AuSgNtblr0gd4#<>=V=XR12S`dy&BZb#8UJSWcN@$hq?Gn zqe4vy^v4-_12m=!*cd{$-61jZ=GZZT(n?)>Ny$x9ZXKNpb3Eh@Kf&(j z2Cv-`B5Ug5`>RCU)zS6?);ww*2%H$eG;9v*MaNR96AzZX3$0`9Z(#1fIzr0rK44bK zw1?YZ!nB|Cc)LE>`+&UH6{nmFdTdUdb5&pAxr+GNZxqylDi}xMAg+V1gUNeT)pRD= z6Tp6<5@cQL)EB2v)7?=TAt+;fUebu=Qc#N8R|6PS+uvs=xJAo0-Itx?IbIUz^gyS* zU#toaHHQE_E6vuA1LEZPX&ETco`8zKUQu1n%`{qQJv$klu-b9LIR3*{ia2sbm`31q zKkz=R*A83ad|d-p4hWWwfF5?@=T8B_HnECow$6GjqF6CY%r?OeW`A3tbbSF!IV_gT z_p0o{{bS+OIQYb&yh#yTY-5GhKnB7Bi0#0{(46+@X7;=iB|;kf=g)JX4hsL0X8<;v zxs^Nh+NYB7LK!rk6IeX;Ee^oc#%~*dwScVoM`}5!8;2>Rx_klO$0ay`eZ3aj#pq_8 zg(0gNsYr5X=BQ#x3~J!HF?+}@MWep#Uxu9?&))sbk$J_241Rg64}sR2 zjtbL`Yh+~Xyu3KaBx+%SK*j_u5{9!NfSlUd)g=IW-pB%DIsh{6EYafUj>o0rBkxP< zrx%L78Dsm^PsrW^nFS;v^gi0=VEqgpGfXx7j&k%pKsc+ZQ;8IOmoZnhdFRq2krLZC z7*W?qO8lIwm*kR3l+$PQU_49;kQT9N)@qRI2jN&vOQjFWB zZ$$`;fF$z!6%m`4zY%74jdhn^I$-!*%wS^q8C3^0g+!UQ3*S!W>b$4prfr@&Ivx+66VYE*$AekUY-x8)adc7b2qbr&suI8Xz~xz>ljvh{Q1ilDuvGs@>Q07IP2yNY|=PA z-zaaG4`nQp0toF4^qGa69jpkM|0K;*&+G@<`o`X)RF@tO)Dqo`%-wcuk&PN$uGU9^=xTP z>hM%x*HbXQXGQk~>+ma<%nF{;0N16UE*G2f#rDF81hLsyHEHZ~n2VRVY4Cn}V{pICloauGAIv8x)5xTb!$+thI?--lzZ(OSsxd-0)|5Prl zw4*Uo!}#VfAmF@cE?}lqM_70K6_t%3iDVnH4jud&eiO)BUSvB0rPqFVt(ax#pEE&q z6s_r8K88U(C^OJS74QeWRuMgISf6@XoT^Sm3|$6Y644*C%D)1&Y$nIrC7<{IxRjw!pZkSIS52q)O_Z4f zGmr`A4_oe6WbDNnj9xr+U~v;FHG6N{P-kvhsZ(zi zE}?{)t=ail>cH=~55gZ5IJ(r__HZi7-AqExhPXS(yaWs5Uj2 z#ixF)9ZWoJYDmG)Nu&6$?#v&t5EhL=8H4Afn`7%-gj$T(G;~>X%xhpaSXn~xkz3d& zG5!`JM2IjNNx6vp4`q9X^dn|Ba5?im_mjj^-X~iGbD1mHWYvb$aI%QysNwA_pq*}N z`DVfYjqAg~N=L_Z`&aIfNTZKr0V{m1o~gId>PMa$42o^E&g%!e-FPq@*|;yj9h)BV zm|n_NSR3YYbf+c=Gs|(|oikT!%w*Ry;F52wQTSP9k8ado3t}Irjcbm1fpZjl6&}$m3b1thJqlp6} zn+$p#r!e!MH7t!z`nN>&L>gPfQr$Wxl*A@u*+}&s7WHJ3=N3y9S z-woM~q_Jk--%ZUD$Esi2<0f?LPA67A=Z=BzR*l>COfp!_aWOH7@A8q?NJz|qVZ4Mw2?Cpiw_%A2Y`^M{ z(LqmEb^cr=G!Z=+1_e>_T%kgZMAMhmi-I;N8OptdDmc2 zFJDi2t$#-=SvzvvdH_h?UVD=z`7Mj8MDmtTfSPm+k89tPKyXe0#Mxy zK>>tNcFEL9T9$yFN>(k=BT6DRnZ_mf{XeHMfyv(EYuG;|!@Ud=7wC(c8*8W&#Ke%|Nq~z1(#mNEK z>`6)KoYiFkHk|r_J+-6#Qub5T2+8+%i2#x4e3sttV@Oc{FtY3YtjFn;BuwTB_7B4v z&yf1MUkHYwC0Ki|-s+!}7a1R}$r8v7?{3YmR|H!=>hwT3)VyBjv`}n|>X06nI_P~$ zXjLN-3EXpCbLws2xkIPUC()anQ{bV|&SR{FyITAJYbSa%RsYmel915ruC_exoSYF{ zr2)Btwd4ZFTp+qBn^jZVkUAai>L}|zu*aS#?n0e#E?s1Yf4jxG1lfd1TKRO7()uCJ z%~-9dPgM=^Ac2=>|0QQ&1?9Z4I+6h zT6^Ao&;~t#&tZlU*(!dtKm_SpJlO5Zh^HnTAP2G15e|mm8JE23_r{~`{1v=iS zFT~Bom0kTO=Q-H#iEBi`jnxt8V&f4N{8X#_*^^fsM$Mn}+UAp;=R4!J#y2&De{H=$ zq?~3;HXw2M@Y&&uZDn90D3Tc(F7#T?0qdRR#{fU+HfAbq)!VIm5Jw-)kpld-QRrgj z=8K-D8Nm}8C;&K5gkr2E%4v+@!>G4r0}*}!lPd-jXU`ne;g=P#j$rvPIoFLjeecWn z;}K*L79gel#9B!@miwgkw)g6l%JSSDdNbk+HSe~QcpvnM;enlwR)4deN*?qI;Tmb0 z(fd6$kGcscByZ?&48p)3UKJCVx3|RWycc%>kOezNz_xg8`&zfaPoGE?qFGdRbm&0; z{EYWX`Wr3L3{-|z#9+0Gb+c+X@jP*LxEz_xLW%(9wdi44dC)nH2X@D7FV*Ig&SmOY|yk7b~fURTmv&)PYj1xAenUP;K)8ql2 z6(g^Y?F?TuJ_5VNW^JrqMn0AF>~~F@-QF}`R{%hFrEV71qqr#Z-POPfX!|q5EB7<> z&^PI?((8$;$*IvFu|P1)nN`2|B2YFDGO;mVzjlIsr(Pf!xE?55|BUU~CZe(DGgVd; zB(y9^n0WxJma7J&7lSFJP1@dHeQRmyve!jRbnM$=go}W@{MATWKJt=eFYM*X_$&z- zK7l^z6%(ClQ*pbfY$ks*z|=sK@7Rvv0Io6HdwCw39y;N8~Ea9pcPI{US56{zWRD3jxA#e+kYyvExFYnhcUoFt0K(? zN53@z9V8TC?JV%fR*Fz6JW6ba-P>(@-PT;c+4bb}LXCfUsb*HS{??~$VTS+J-g^gC zwS8N{2T{-~iWmq=5JgZyvgBYuKt&Lhq(l)=kRUlD20%d&k)R|cDmjScph!@XAW}>ql~Poj*b?3;E3VgWVioxvj4%J=;a=fAtJL<4z{ADbx#@Rzr$|wc%Bj z{)XM@VPT9>QO44G6LFV9w!GwuAgr`3|(xpdd977 zBti{;;zaV#&99?npGBpmJs$B4!0=6MJvi}SCHd^>V1e1^e7a%O+z5V@Q!;c?inW`yD zky3IFAMRkgDnv?!i&_m%%~bJZnzjoOi}~r(r~lIGF!Q&7Q?(n4e-hYZO#DuH|B}UY znn9GGs1>t*EnKy%dy+@=&{D`5H3fNvH|E`d>IgkRx9ijm2`TEcH>d|@B7#}&u}y!% zh31-0nOa}`9e1QdQQ1F5UYlX|pVFUHrTw!OL&0|Z=Is*6`$4w7j?0Gf=@D+Q>+&!M zOdIyJN;xlDM7YeiT@UZ?u&Nu#E?zq!=`?=}S|n%epkG5ngswd@=_dKqzf%&;#7IS6 zYvF1fGjB=J5a%9orUB|*kyZV=n89A9`8d0)2$56X+1L40I&#|RdRe1cXIBEs`jJ@L zYx@;JwzDfQJd3*d+`e-POE>?Ko>*6&-TYKOK*gLaO(jv4V5Jbz`b$LxbY3h;&E!hb z7Cj}#haLRRDJW2di`m?q9jpP~4MCW)DTVF*v9Y@^0%{C$0j5$j>>Dedl#XM+8m}1p z=FLHiHsqrB0@Zx$&}Q3e_sFW7VWBr8ACd^M6!w;s>A?aEKOW~Wo^0pyUMC(=dPtoD z_r(4AG0U`HUboh*hTU${v^_}b<0865Nqwc+^k6(1&e4*(9Y;@qKt%*yDXEC*{)$t*orvDkvNuACKC3KO6=&RS=X-KsNQs zH?m8m{Hg|^TT1wOZlvz&;mE$ks^TaW>qPyD6*ZOY&9mlVS~oq`Z#0@m zG*Bs4X4CiZqVz!!OpyP+nlBXuIrTuE`tC1Wv{kGZOPb2@u7F44;9)bd-R3y~f^-!+ zwG4|=Lht6bvC=IjX_WRpnH+JM)DJI_B4}U#SiV`P}&tmu@rK zd_8>BSA2p9uXnqP!ppqrtm@Cv>1DR%jAc}L`T7pNHc9FI*lwl|41i0gC@e80??I-(QWNDW#T9!_MT+ zALEChOb#p}RN<77IC^MUicMO$iEoJ6O;pDQYhTdRWJG)=-?q(AI>{)~C5TVIoKQd3 zO3W%?(Jf7tQj_~-x7`K*c6(@ztfQk?@y6O@Zr@W*``>Rp6-P#c_UNapTc|U!$+GPp zmRR4ovjbco)aT1=3%#|hb`2jj+M{ciIIc7?#dn?tlLW$rT=R7oRHVYz{xLM~#DvE` z-1*`4^l8G!aXbZ)xLF5@h=41#*vdc>$^v1&aHZA_Duk_lea6x`DMGc93z~>GA(BqE z;Ss{`=%2}-KmTO9*OO(x4y;?w(#5LcD4{Ajdi3b+-%*>NB}H*Xw`w_m9%|Fc>sHS* zdGD|CQiU@1h3*Ft{d7H-@5WQ4@&lY*yv|ZOXX%DtUQtyw1V6dT^hCTvy5I|I>8?IdaEAi#wfp zS$gyy)4|27WxtyegYjoRy9v$G0ZRr42ZyGJjkr)V{#vooq>{DC;*BnmwLd?eJ%7F{ z`kXgyIhNP$y>x0DZW}6US_Z4@3&ql7qY@29^4;AY^>0kI0T|Z^cTd54A|N6+U59bgZ&YnSi;*LS1p>Sl?K*#2Lj$dh{=^ zy%el0d-w1NDbi^|l-QIJuFH3bvh$sCbWYEM?X4f~T+Qky{7lS>mJA6NHNHU@BoVq? z5Z{>K*3(PymCt(aY+@!%R4j*MgEJiGj1izD*cHR%&CDkBs%F*}x_=bAZJhlW927JI zBaK<)P}7}u-9S&3lbbVOVRk-%J>8=B3_&#%vmL8M{z&&*4ySlx9#xTPr%mNcc02G$lGr7A_E0H^LnjXS1w!Fp50KtzAz` zz3Q9P)tvMVMjnHq=7U3#ZiZ7mpNKR!3=(24?E?DyU%to?Ns;6Hn1;@|7Y7Zqf0`6J zhgJ4U*vwybF6h-Kh~4Rr{ies>8TmQQ(THYTQ94HBCns2GMW=K^s+T2#fO4_ug!iy3 zkb0hQMCc+qDTE3=Beth|zgg};knzP}DbOW5Tvx_BoM&s?P2p$s&US(`wcte+cRtnq z3T7uCTv~)dRnR?rrbhK3(4-sbNs`ResRc9tjJIb~_IMmHd)Iu@xHV0$$=3~3Os^+T z^bjX~7zEhA@8D!-A50T4ZoMl61DX<$HFFUvNjMdlmzI`%4hZk$jn@nnxpyeL!*V+b zul)<_$LRO>w?v-*=uyaMQG8rn2GS;My)2D$F}5S)O!@u3;zT-xPo-P)`XqtQ+81gE zacO);F);iyixUsR+-0Af%&$jfkIJVS+my(rMrPC?P}B%-r2YCn7Ku}JwF0yTS4>yn zuccn>>XK!u@=ya%I(88ii`1&uQ0n!2yP264uU)&ArNO;ZRaKRCtFj8b>9%}kIRy`v ztl3*eMppQ+4e9!FfZv}yeHsP5McQsP(@RL=%!}88@D?P(mjx*}lX{6>Q-TVS6hWa` zVu1Vt@ZU$%c3Kf7pr%rh)YTQJTskt|HoNl3t`_7?7eCb~9IF24YE*8`R}WP_=1 zw{z#bDSCSN&=n5$xz}HcUDxTh+i~Ce{pW31=lb20Njph^EUKouO#fItQkKZlqi6@2 zX=FV2b18MBpod4ZnGLIF^m0QWt@nUew0?ho|JSOj#3qM?^*4mNc4c95D0e6#8pj

PE&Uf^JL=FFLdoQo7Kh9`8#!-}w`cxcy$CoM5n|R?N?Q>)rNCgDXgEc%yw6LK-q<15kIVn8XCr zT!=p~iU7a#_VJ0i6e?65D(sh8E0$RMjmVsulW*8n``!3(n+Ag7-2~s2ByKlxtGmdh z$@iWJqkUmlbc6}CF9k?mU`e$wBWRKFW?Zcft(i^J+ z$UZ)A3nW$vmqtd6>gnVJ)PDqcp6#wy-`j0 zSRD!0ykfeuD}S;ml*m%xNR(zdaDm8eI3k@bD-ROUCjv5V<{u`{$w!hYcJ)MVta8xM z7;V}_=MqH{qTO|g{WVLBR74fLt8q72nT^*}I~8cYygYJX9jj*fDzeLq!E$l{io z=-0y5e6j8w);})o-MiNUwqpTk>SvpEE+VYLwyvLsMfgqw8>|x?&@jlw-u3eH8+vh( zTl8&4nA1dV>$q*v`mzbSDk`HDYoj_FeR-oPgf@X#`3OH_&vSP~;vj$nl@MWyN35lf z=H1%;xnkD8;jc)p@$oLhkGM;TA5+n^;Zje#kGmW!P%A=S%6q%JNV31ekD4*lX~B$^ zN4pxeq1NckMH|}a2uH4Lq;{%V&MM;eLbll15WZi%eEE$*uT0Eq$PlfB>UzH^rNn&K zk`E0Ls?NJh+qoxS*t-7pqnQ~?Y+YH1UrZR&4sr}m!eJ)Tb@`apP^~GE4iLA#pg=+! zfMF@KRZQLUqTBx&4r3}e+w}1DY zf1ba-JPP0~9-FT=_+cV70bkg*o9@u^VNdQdCRJ5cEn(LYZVkFAXVq$45s2oE0fOTzxh%@y3Me*;yXm;*FlQm&E;p&!I+DcV_`~X-B8l#B75Vh8 zYm+Wec>CK(zMf^g>Pxv;_a%;+?_Wt|!pKN?aD<7QSPJn%jR4jfj z8}vrSHbPEM=LN0ne~Ew!c37L)zQ^5z`(_CQLAgj+$pcPB+Wx!)uMkhjy-4MLEOq72 zDD&7Qrb@_R9+&@9G)$4huHzmhk`BAVz#Aiqg(+J)KAPS@v3=Iej5}1=oT7S;q_3|( znn@2NLDupX|D>-|u#v01hbNsxHCQ#nv&JkbV=hMm94|$goN4jkj%sX(kfeODLc~sF zZFPvBo7&OX_Z@a-_M`MHRW=%!t*WflMMImw4Bbr?;{$&E`c<;_{rhDI9sL|rkds*= zEM?k`U(d5^;rG0BzOad;y6?b&Dnt(k5sNpUBfT~k@*2@^*e!1m4+J6~R?zr4XeCc) z2j|sqWUa57e(i3(k&*q@`Axesx1`4CYakCHh( z3^7`&&~Yvbet7Pta>kn?uvxLC4x)bir_oR`Qi|z53Lm~(mAkrJ7CQGhFT@m`l!x=N z{|ErMAsY$5BQ0FLJZCq~6u)#;PfK&Ivm_{|VujzI+>ut;zAW_s{AtfZkWgBdTltkV zl6{jo>m(N#>m+8Wh@3G|E!7aGkEX?^Eq8x@c>nVrurzAnZf60s#*Od|A~{3-`k0^% zzK$H3}V15}OEu6v(X>(hQb>qd@5BmRu#}x@u2YQs&uB z)<#G=wF1Q?Li8Amh{eHfw+)x%I*w;&3xyy(uk_CX65seE-txzr(AF3Ek0Hzt-bmTt z0o~VPwBv?@Ra0nz*q{o9Aj|jf=S+9e_^}i*%oX?!O)pJKQFkagi}_zsy7R1JC+HmJ zsjEU3#Whx@pukN&@AoODuh3~dP81gtMJr~6H)08KK(8*%5;__J93ZdggqBDXIFS2_ zpTx}8>~2?a+yX1z_WNW_8}o!^Yp|9r1IbTvo*rkf1T;ncNJZbLa{+M|i6hbP-+w_y zX0vU6;dOy@9e6w9%kSovV(wku@dhd$XsW$-JTo{oOGYqPRoCwABZ3#CCxm?F)5iYl zxkxP~R|nU#bSlPg|1$~eBnr(QTYGyE1O=>r#`(pJ41OeCz5_=Xm62q|#-5}!y;E?F z{OF+uF93YtYdZW+^2|x9Fz66lP#rXTRb?VwT<+Gq;Rzh5B$8rvTWC}B_jAc~Wmmna z^Cx>24i5R2dLB%SbzG~M56zCeoI7&C-rl~))|5hz$q2ZvdfFkL2>gdXu$GESg5>{=(E(1&Q0IT66tzt zr%JV2-2D762<*|kt3d3Sr%t4li#k#c zKFRW7>%O_>j*UM+TiybW1U>J)93ck3?kWfaj%)F((cR##{1n&Qkw znSsRK{QBaE=ML+W$R~CnE6~S}z`p@GJyYufLY9E#ugX2g0~%qI27&!izC-?U9+IEY zm@{x*n1)ocsP)g5PVJF$9lG_v3pxg8>68<4U`CrW{;@r0ZN41>ZhhE15{fqKvDRrX zzfh#=xPpEh(os$e6R5KWpZk|qi~zwbGs~WxYtd<0=IbwiMl8qPq|DkwtgP$kB$lC{$B zT9cvTa!{ki&7Yz%JJxgTg*{rC&^J>r}da@Y)XDHNvzMy@vvXM8Gmg6RsLvBe%cx&wY+l zEC*@sBvF;>c71dpPM1YEVA$`-EOkQ%35}Jvc2~?n27l{x#*TSqo$oK<&?B3v77dJ; zvznA3+7fyI=ZxMx1hsSAM$O3=UOAv`M$4U{c095WWoK!Qza3_08+=ri3R}txK=BDb zb*WQ_8d@1VK9#Q>aL{YpUact*P%!g)$SqU1SBZT6i{#k})|1Dxeo8oiZCj8bK|8Mb z1*fvc%XF_M(M0qI8|_m7+~t+q#X8-zbL3bsytU#_h@%t+R7o%Qz~1P8e7FlURkKSs z`{`CgmJTEHGeS=dHN-AZlKu7kEF9{pp6q-gHR1r}GQt2PIs0JRlgaM1Bh*qj{g~Yz z=uDdzLm=8Jx87g+IGpDeLZzp|7iai8i7NkdUoMVhzv&OzZvVJ%qqFF4zbVloQGD?z z>-*5;N-Ft;SIyz<9OLY)0LMS6R=Z}oaJ1%rNG8QYa-EZqS1qR5LvwYW>LMGfggYD| zz$81r_2NPN<>m9ehb|tz)AEr?PfyQg`o*Z`+x+LK2kKetJr&NJ*pZ6%Hee4<60?Ua z4ynzoFgkg6^3U^qe7?b*#uXDE_JGS~qhNx|CJ*_<8-4JhlCbl)u}hg6AFOD=`OSEm zS$VuxY;5WCcyEEgAEpjgvoq0W?zL$`8*I_0<=$?aSa@3Y2yDP3`Xr&S+LV@Q!NDEs zjmHZy3Pd}4S?VWm=D9Dma7fv|m*9I(F}3+O-6JpgaR!gmP*aM}*gZ!h()OOvtFl*P zC)%pkGuCi}VJ~%2TZ0*Qm7m>!YLA%WL3SYu#*)(x-yS@MAcS>(7dp-E_irzCyK@}A z@8F_syKgM2^6KXMKL)?_&s|IG{S#bcmZhKlGhL(l#i_11e^eU-3vfV3}6zVImoK#i7Sx|u%}N31Hoe0d%g=6oeG`q)(>d6NBfGhH`3B+HOn^O1Pz`H9y)Eu&@q zeB?5*sk{AJ&O(NS%p=XLTda97$-rvDkYFo*xoTNmH<~8)o3Z6p?Y8jY-7Sx6r^6xU zL+)`bbUyUq4MGSa++Otd%hfY?Z*wg~+~XM@Z@7miJ&R8Zqp)9ruTO@+G~|WW>r1B{ z$lxs&TINw>Tndtdsz!O&?%5ER*pO)$?VeJ5<~G^vds5a_e^cOye|Xx z0m{RPw{*TrNl5uI>~&$rgODoqY#AyuS_Cumsl++1Z|YzA!o8P{&BmAdYNilETpmBy zSMD{GeQDw9-TZD2s{>WsUk5>NP6sVdbxh;aU`Gu^#Rog{H^h`i1OGJ=^LjlkYOl*QG1PJzJO=X|b!L5xUk3~O2+LrWHyOan*pcjLrzvuWxXo14Os+P6eU-LZZ ztnYqj?~Zd}Yt3z3orNzU2{hCcd}t*WwnyDP?(>aLGt~oxasXQt^f$rnrm`^tyHk5( zAwqjFvkCM8>=k))|JpmrzNVK(qw5zIj_oE9UWWXHX*VEpG?yttW;Y0cw_s%=Kc~|S zNK4s8oyv(FK7E#Zpbg#zOk2cTRdTi;7AtwTcfd5{98A};{I19++9U|1Cm0B{&=ln&td@q`VRQna5Erq_= zGtpu9CH3KzmA${o3FLidBr&xi)2Pn4oiG8A+E}$BtTKVV68zho#XfHhV11;2xn%}~ zg;fL8KvGPtrg?A6PS1zHl9E`p;hrmaFtlkbdT7$E^(FFPE8Zua=d9%gC3ib*o?m)s z)}(7EB6>vBxoFsG@NPsY9GMW$(p|e9nB_@?&=#2Ej>{sI`cHXnx?lf1W>#9HGI2brTg^o1GrYfTMM287aXhp$R1e#v)1{=gcPsv>N7A*!rcco zi@fd%jMJy>B?xEzwB&#JZXVx73g*%{bN%}DEcRYBj`$pAZZ)T9T|^4K(?Ke`{aL$< zF5e%>SpxoiBfPq(z01y^XZ_aHga1R#_Y&KUgS6X&WDm^87+w-0p}m+-WWuX>Jf34! z|HF#Y)ahRhes}!@59tlpjiT2Q>x=yoi#-o*F2fktKd#O=UFemo{}ru()x`0R+yL;# zULpIA*QVPRDQ0tg%a$$fRkh*bqvN@7wfmPfdQ~tF2M32I?)J^>_Vo5~0_sC+f;qoa z5pT9{-#+AeYEGJj-G}NFTKp;%L!}KLCc-^os<%`l({Kl;S_+jW zW*^i6P9@J~+DVDF`gRFJn8@F{b?bRV#LiRbWTKzMinq0>hEFSAW-lf|BrdcNezjM0 zUf*IVsjQTD{PSDc^ad&~_`4rV4<(_@)+H?yuY2%BkUJ$bWsSLgtm<~QMo z4?Fxl%*?gKK1FABe;URNKrgEk5J8#t_6{>EacAX-86(uhFeEQVqT;~U{{LA?|KWTn z!LOu6JeMDtMoMThpwoN^rmBBix52@|0?R z=_W8^;W#Jf=t?Yc+Z*#?Q-Zd`C!LLDHBfnK0jYd})*=V+lt#Yo2@)y~&PbPe1{UWj zvhB272L%KIfWeAP*<%z1b}zavx`6PiL--yJ|A@B&X-l~A;%+?1_rkQLygnY>GFo2G zo(;T@kLUx8&Wh>|{vMWJj|7tlU)2T>l8IgzR@^JJlJv`cSn>LB#wBSx4D2J&4)kBV ze+(xzS<(Lcx{qT#>j^eUXZ?cRo@BD5Zx~WDkw1w;;tX~H_FhH*G%sQF#D}KyThLTc zOm4mp58vlOL9}47{)>>rd)ZrkPj>qyq|X0+zuhA5d419Zx20sja=Jo#-QQ1Y*$eix z{(*sye+;v+v&a3MK7al^m_TH(TT(f(y0oyez*LKHuV`&;-P4d^P?hJROsw;{H!wFt zP{>3-gXn_%`WirVtR)R*>?2_EJ6~FgSss=s}ST;?=((bPh)<=pd-M@{x zOJJQ@h%lnp#FJ+Jp9mHiMBr(RXV)MX!8H=hgzH(x=aiLc0GaRmnT2-?RapF#1Dfo5&(z@y#5eKc!D)8w~+`@8MuiC0J&fR9fF`JfO$h0{B|Di z-UIGUFXDtDnlU2bwb4@Mu%D{0uSY9z*S>u=S9GGi1kIRJDM_JC9!-`#*)}Mp@|&1* zBH=}itb$igJ*y(v@xoWms%VF6vn3xPOCa;Imc5y!4y>VPJ`exjWlU`V60N&_r1q*H zyj&s2fxt!nrv0I9dfQ&A1i^2Kp}|SaJKll(A&{n}^@K?%Ij*26`x1J1(O{AXR;K5vlnCD~esBJ- zT;Fc#&bm9>4|{@DMYg!+S!@L2{C*v$p`2Q0zUl49T@14WgI%4Um@c*NbQ%L$*Q0K# zciLgmV$JjJ*Y@45(jZV4bu1r=)S72NlFay{`;^SQzmw~x;Qoz~yW3K?JYoBrcphI>vz%%V!Z0HOE4NeB-n_tlJ_`vwUos7a6 zW)@>S?K=JGoxAhyX;;khQjwECtd3Hc`8I1TA=DjS_j>H4`-+OmDv63pLMl_17frvK z+|U|+Qtm)5X|Kv&9n)DMC`s; z_gU@6fkOoRbE3)szAo^k{d%J6$QR}__&)kE>RhyF-l#3)zJ{|Sz?jw~A#Kh1L+!KK z0>2|4+M9Pc`3y_MmA9PWh}5HZzutAU#r^era5KSroL(+iq|(XqZn_zZo>@tH@x)3X z9B~i=?)C7|a)mX`CzYgo^V6p1-xkJZ^sC#Glk!KUZ`v{E7s`wII^W=irL?@l?DN{06b5Qm@#@U>?R4A{!*z2g75)yl`ZMI;1Fx8`$7}y- z+-k7TNV)GA>csMK8$#quXI(_PAHGGLVX0Xj&<%`Au#unacy@$a(6{xwy6lGopIDaH z$?l^FF0W=h3y3c2X;cZgZQ#4)6(gYzpJogi?)~ z+KE23?&A4#=idw_CS_Dpsi|zb^gjM2>j_UdSHu3R5B8)f^Nw0VvsIrr9%sWxn=~Id zu0NKqPr%SuDHQe4WhZX1}O1N#qcwwt^o5Kzs6r*q>;G-hv z(uIJ|;d>1XwJwiw$Gwa4f|&pU1(plphz08rta`|ZHG*sYalV&ZXac%yGVkMIX95}4f1 zDDF6T`zhzsbX@{^qnGWO4G0P$w3piof=jy@6^U^Lr5Azy5I<=LNxidM(*iaMmwL`j z0O!}rx~-46Q|r8`XU$u|8e;L?;JxgjZ0>h+t!vKSd2k6^1Cf^U4gAbhm9&|Tw!m+1 z$)T?9WKnlIYkE?6hR{_1z=%?c;n$QSCz(exa@B=7F?}(w%c-vjCEUD$Je{p z)p%EF--5BWr{sJeHyr@p3i!`;@k~zlrm`^4x6X=(D`~1T>Uxy9ZOlyW_cNhw@Ht&W zx#e?IV>mk#$sB{Z2%0LI;&SK{Z)yiY=HI46TtA^}Yb!+b_X+Bz>bUc|^5=E^o&Vd! zH8mc&*Ki%$0+GlVcL&o}x%HnR@EOWl*T}BUC61M~E6epfSu8b&L(!H#dX(o403s|r zEE2#LN)3~(deTe6NjHL+Fz%_6|L7%w(w4{E@Lch$LAw3k_*^ge-lf(T}ub4LR>3;KXb-s?YhyU@8r>xqbbv^h~B`5cXVtV8KT22OrCDVP6zx-znCrU z*6vJrO;5M3#jaowgS%TMo~WnfN8AHAfV!`!dIw&1dZ*#NQp{qs&aw$s2lIgwr4N?$ z-{3UAE|VoPb(n0sYT`alRYoDXH{N8YJX?3Zw7*bY=UuZ}eXVeO+HsRKzvGd)OhIlvp!wCm;>eOPLOYCfi#zqB;{68N&Lmn7R%_WoAqgWRDGKAnaY zhUt2lKhresQr(t%(;TTUDs*W^3uX!j%nSY&ZUnIreuv0xOYgrJ z{s$#H@8(@lQW~n4V>tq_2DLG%XnBMaHT7@M@t)OlT3A7 zt{%`!z@yz02QL;NvYy>Hsoz2#rM-XcMO(qp-1Dhx58587Jw!KXU2>w^J+5LSX+_X0#i-tL>oC0(Igd7)AMha|^gp0>F{;XCEo5Bn=q;|Mo^LKQZyL#|@RY9A zFs;-tnvH;=;V8x;^u`(# z9T=LFmFT(+ua~ahARV=&OOL-zt?R+LF|^dPl9jPWkT5fGwgBG%`!Z{to6xd zw}t#KcJFB~yGG7CQBmRZ1GwFF9GCiD`F+!RvNT`cHt1+nDo!ugwSyzZI{*Asa+mi| zp*-?)91K4OsUGbQt~vMa@XOZkt*6F&$%`HCgD7&4P343g`UG2zHtViS50_c#d>Ng^ zUWaMMBe80!I5a2DFtVbPwTWz^{d_mYnaD`#DKhtr>s+)_uh3N0X>v=%$k)l0p)DH{ zpW~zQD&!=zNA>fMG_FcIMpazsyz?UZ{>GnpX+En#1u)+CK!L#6%8ceT+=8lk0ac>1 z*-nrY|7|V}3CcE#>N~oQ3lo>Xu>eb+4QZ&R>(an#FST1wdIfW$im2ezclR(0wIf3l z0R0D3!}X)@{-`$0FMWi;`{Sy?LtmJ0u2XkRM1kt(_lSAbZq<#vM)a&U%NfP$TOWrqUiod!g$V$#)#IYj{+N|=RJ45Drr zSnkur*x39++kMf?q?2LP&8{Wz)*Cz4Rf?k>1;FQztEPMNwhv=c!iM&;4*U`A3z)f= zdUm7xl{_tRBI^3o@FOKYUK}g1R67%!{UTNS16U`=+ zC137Xsg8ON*jY%Q_}f5ut`kuQ^Rl~L#jjvF@!P-k@OK6s@Fb=FPPT1T4@;tcu1D{j z-7k(&8{+XZTFt;hM5T;B*sv{asrpJUH;h7DUoOIyS8 zbIWI82U12E?5yh>^g)#9qw#Ukut*^_AdhZ16z-4jp3D4hX!xUUW6=ESi2yV`E@1}3 zJefpOVez~R`>Ne0)CPPhqd8aOj=@B!lBbRX**?>fI045$k>t2ZKlqYi&$@v7juqj? z#a4Jc5y3u3I%i2&tjzWhE0_Dr%DvDW$Dut(d_jy&?EA*hHHS$8*e2}CtPMv6$kdDN zBw-;`&!0E!D_Arcx)PG<;49jB?rWE^OE(g|m?Lq@cR~(-T0MLwpfupTuL3(pJp8J> zbzLqy4j%7dSqh7*-nhFu`@oGtOaqWpWjaP(Jc3!|@BQ6@a1#}9njJIdWDqpGG5hiF z+yDei^jgucO1m|*J7`ivdpt+phz(x0);{C%Fjs=DDxRG|`8feJonKicG6^JXM43|nkaD5=Bj!o+eX*ONeu zNkF!aBpEI{j%@QHZ})A%rNm6Y9PP^4b}B@@bacs4_RNK-^1j<{V%5x#8A|w2wdkKI zF!R2GC4vHyok)JSzPFRi|1ci7N!?qpbLgH*WTHr6(=b|2Dv6kU*Wg9GB92{{g&7S` z#5$)hc{^^q4)oWLa=D-EaAUZ;VB@@7N_AAV@u-zp($3}B`DpMv8g~Dn$N9^2 zQ+%`PJNkOpN2>3MNq|v=&fH2YqSV9X01}Jx{<)qs(UGwZ;#yz@%nKt)oR!BgzltN5 z8Vyl+dJ3;|EHRQnH)AGQA`7c;Oz!rtY?0oS+PF<#`oxnnEe(*v| zA$7?1l!c4qawwXBLJ+1a;A_dn{vGoJ?*soEa6p3PcK~1oUrrLO+Fq*`HM?oQ$c@uD zVz$!~6C;Osk^1vO8Iz_#6l zyF*rju(HM?mwc<8#e7! z>7KlHeVX|E^1kxy9SmJ1M~F#n#MF}~zXKXP(e~!$#SxF$QH-jduN{en9fCJyMTj_Q zO@oX6wfD^(UHtwZ_F0aC`hjs;4F9FZRO^8}(xq2=^dt-l6tXyvw~P6>+TFfBIjtK5 zHV_1VBn;s&AP*+4#1|6?X@Eq6Hcz3)_ds+#;$UQ*9A+v);stIq{Gh<9MA1cvi;$iw zT5bzvFO-vuU-(`5XPq&;EBf${6)WpYOOpIl52K zYXwE0eStczXjoEA3_l#VF!cKmGt;ZC$Y_&&cbU%u4m3EG}7( zrsF&4uAQ|sG&?zPJNbl0eN|AN!Hc^W3}OzS+Tpot^VT!+4`UQ`9~X!m)2^LctuJK~ zX03CS;Q6-X`Z05OE#EeBbfL4hChJD6X<+7!j9l=dJK&g=1Nj2Y-o1|~S)6yBIB_E3 zHKsL^V}9V)ty}MBXA3jCF6vp^*t|Cu6B7gbhKh%WXY-aVtel+NF-J4uHJWNSAs+ia zI!74F*iLqtPL8)dF1zV28-3c)FwWA4fehUGQnZJB@82iUQ&EH{uwPSC;~YKo0M7n9 z&{KKzN%wx+U0D;8#1TeGNl6HX9{c%G!zy$Nf|P!60uo+B9o?IfKk*D!TqnTH58TiAo8G zNOv(XY*SKF!d1WtrOml`!|y%+er9G_l=TYid+;V=_z^;TSCU%1o*-6XT~}$aRaC*% zwFov@OTfYg;1M=cEl}qb85xQDBAS0P6tMmat$f?_`ufq0O-*0H@aBLF)N;D-T&y8R z-S8XLGJ;CwKQdxWbP5PL)VJlzN-s2#yxZ;u{rq|T*zw~pN=i<(<=l(D@}s$#U0Yk5 zU?`lwdNlxUHBa;N^BJX_Ti>n}UQtm|u|$jdn`w3@J9-e`?y1$ii;tHBSCbQ+Z+|F) z?wFVa9G3H~^pjqH*9hokdTuTdbKu{nrUs)7l~-2}q1w6g_(^E)QVEiY<;<`1OUOJ8 zAO?By;zd-_!ra_>3yZXvxVQ`WJmAGDQBgc3dKEi6CyTReMpd_M-TE9P`SVUr`RE#W zWoKs-f~*VA5(mKCWW&0CK~A}ID@oLT>Wy)yvO}22y)zx1ody-YObv~VY>==dfQ2l7 z_Uyw>fkmCTZ|}0R)v66MiH-=Nah5-K?lF|~Ri7VkR~ZVKV95Pv=lz{~Sy*_mBENOZ z$;pA7F9SJxSZm;#jUDDJiQ0~Zc&*y_PftxfM<*mUE;m<$M7#>|MN2EIfZAHcSau#B zC1+>nUm$*iH-^TJ{IzQ@M+%u;{wSj>lCcnU*HBmY6r{PaIXUV?&((l*OZE^Zfnwb1 zi>j0x$*O$&pJCdt`SA)zC#Q4h)PUAN48D4Qo>U2(D8A8oZLTG%{`RkqT&qKeX1bgv zpA;7tzi4Z9Lffd-@uE;*SQwX*M<`s~cUQ`om!A40 zR=vKwyi6jY%|jwJHa6lxi73_JBG~IM$9($oUvW@KD>uYoB~)?(pT0$#p+ga)%_j>V_0_SNDO*FS8{~3 zK`PRlq9SGpbRcgQB@GJrAD+z#lD6A3H#c`Wy1oRyMI?dOiXtSjNC8klEslAl=79#eN)kz;EbG8y+4WV0iMQkjf=DH)#q=%JFoj zP{?#Epa}8{3k!2g;ye5%Ie7=PJX@)$DZf`zg1@zLq&H2A!=W&;T`vvtylmgHq+Wm9k&uoYK3g3kl}>D~5^JJ8)a z;9XuWTd=Xd0!t<wFH7Fd($Z4(EaQDLoAH5a z%{<5M+mV>qczJhCOiXMn(i*9$(fPM-H8#G<&p!Z)!+q7n$Et~C5VWV^xV@cqeKRFx zzOyW%^%uy^62xpVr}z!#D3x?Og^dUp2=1@%>`cDS!oYA^NvW>*+qCh^z`)p!ErPEU z)S)cVcAh>r;G2;+^!KUbzP)H^ow9>UdM_Ovr`-n0P%zwrWW6g~(ev?kx~P~K8BxQm z>&jQIJOCWUVQc7g=mGIjK#(|k;>0-wFk_eA&yT03rY;-QH#9tekpGA`{-vOx;5%+X zeY&Xhw+H$7lx=*|Uz@PjK?sdlOlD(a^No|6dnY#Dw@59?Xh3e zHd!EGTz~^}hSa=Q00d)lBO@cfz>l(oZd75}DyDXO5JJ+zYlkmiZV%B)ua&f)$0 zU*L?Y#A=OANl~;}W8QeyH5}oe*hBiQ3vJ5o{riuLg)8>;_YZ(eQfu~gkfgBuGs`6S zihzj7QN;EFJQHsafRZ$Guhd3Lr;62q%EJaS4Bf*|2i@J>XFwUM!Xr$GOG;8e<5MR7 z$JYXf*=v*cl3$6C_z(MIuGkgu6A|Dq-ntdz3_GF(o5ZH$$TEU@dUWeY=Q8fL@!z>~ zN4aSg0x6uAhq}7Da6N|sWW`|oz&qoS(NUuF9@R2x0EOGlboH^KY|f_cZXTT0#Pvr+ zMDUw;NkBRrFhZGyGgDPnXgG`G#EDBXjG+~`$T%y@EJy^+&61CiMDRg0sVGko87y5X z*?;)$-^I9A@@KN--epl@+Un|CpUL*eqw>Q!j#RZY^>V=hn>W8B_K08uR%3 zRh&MED59dGwPugKD$PVlyJ?>FPfYllwtr+57N$c7(L1x9^-#w4o%dyA_TZ81hV6T6 zhJknHjsO1D0ODmaJn$iwfl>AunOj!GwX>&N4`0Dqr3bdf-`5`eP-}MI>$kB%y85m? zdmdu%{r$&R3&`bVtQpt?wqaMd=32%7ec@xo+g-KCag5y<-bq2@e+eTh!#Xz;ydcq? zlekP8np}F~U&+XD6CVYolXovk9)JCHllT<>^>43}NA!l73rVZEW0?26c?jp>ydhp+%weD~eZL z7LeANS3;)rYvB6`|5^-r4Of~%44Ja!4T=PKQJvZc{CN^WjY;W;sT=+LjUVQ3h8Ph) zOfi=aSV5R#$mRdDKlFL>nQCEJ7~0kGN@NZl7ikFQI(?pU@ke?2x15|c1>(gx>T2-N zqvqqeCP#+h6t1o{n<)n#v7nM5`9eeRJsO!n(rYS7@LK%(PZ?YmkV#6_pC!z&jVmJg|L>KZn&Sqp*i>m1 zyA7XcKD=;yN`&OS3V1&p2?mb~CLYrd$Ac_&mfgA6Z{Bol+38(qGhch*3TNKhG|I2& zp0?(sJzh>3rr+A|E%iC^bXYli3p#%8F;};U4D-Wd%2J}b_P;r1yMMSTe3VxjdAL*Y zRzLOZ=|&H+JM&Dt6?*b&3CU#e%FKLaKGQ%Bh0>0?ion%ap%16}cG^7JyYKS~I4-QL z925&@9;Rgy9W<^BUn-rpA;44c5~gtZc67u_SBN7aqZD5W&uZn)&_-?aMXD$(i&2|oc8ou!!jdCj z=&n~X{ZOGH?^QNuRhud4%qa?>U%o61|m6kx*1rlneA$D{lCr$$0c+K|^ySrAwAqASNGiCtR&{ zxLjCsu}Q_h(5lzd)3UyWVWF50`s;k~5Rrp0&n&!0EM#`HU!UCS5VX@g(5g7l(sqqt!V zBGBG2=NT4)`geP{!l|rTi;i`Sw7%2ktbu5FZzZ!yu1rX!30F@97Ce{Tq?MbC$xFK~K#*Q5^Vd`F=_BO~uh%8&bx!HU+`Htf&V)oewZ z$8y(yRju0!1qV;t*s=V89C(#`XL^@wauD!NJUsX>%UU|IRhFn8<(YBnF0wJiY^>}# z>?}WtmFq=+>5;Czby)N`AO4iW8BFeVu5{5(>WU|555Q9wMqm~xY ztgbr~+;Hmqoem#_3_}e@ygG~dACr4V*GEg;Jw4N7&BaR=+}G(R#m?9H`K*SBE!P=$ z7@x|WS1Q#P4{vXqj+3ylDc|;b8k1tJFZcEJrBggU7Bz^!Cs^#mej3_JweVOXOC7r zKlE_D^6GnJe z-iH>I11Q6O?eKPrmy}pgiZZxxDhh%ph`+GiAg~pX>5WCks9$v-_i9zqL6Z zejl5Z^zq^LQd(MiZ7Wf)KsJ%tVQ*rqw67T}M(V?>Jn)RT6aGY}7TnGX(c#4U*H+F7 zRH?%{Zbc@AK_PbP;*Q4{m-~(6l$1wgLZYID*FRs21-+zaQQv81OuR_twj??|J-s-X zEiVvnG?6cCPLwk(ZZ4E}h4zzCd3i-e+1&asZSl>2&d++yPf$j9lBf*E6dL!nMR zY51sIT6!W?B53~vEG=i+j8MqKMK18nS$BzSW*_U%bZG+tJI4}A*PcTn4!v8p2ICR; z%g`RMHiB{U%7&8sGkyqnsK6I5lSGP*6oeh$RdLYCqo=Z+@Vhoqk>Nz>CTDvY7F!f3c?mpDXl*yYbr_sSk0&x&H4D}>BiEzGN}Nvg79HR zNS>jT^9HmrVHQU$XwWB4guFFuWX~h3A^A9AmD<41IFPRWjN4EVMi}jJl?NaS}qB0au z^vf4HDJnlqHCgcDe8X#9Z_;ItNx}RkOfl`fyqJ6}9+Hy*h9gHF$?%_hCVrSXZXZ$d zuo$&AkAB`kcaBa;#gJ{eqOkr58&!7rp&Y%);&Uqf&--qtK$M?t4N5C0NR>f0c6Ovj zGX&qgd#4XQ+X9(z9AqxIv-5K($Q8jsL0O;ct)_`K78@(9Gu@{e+r4YsYB0s7inMg# zl}e^fYPG7WtCIy>+4~~Ncjk>Vx8^DhKc#YquXsO^26lDYj|%p6`XWKsLs@Qa56VZ~ zTLv~Anr2y!Cy`=em+W=GsZZyCtZB8>WV>Kl|C)?!1pWP@h?^VVx9Vh&Vba`>TNCxX zAL2oZaf$h37%A9m-TnYl-USK3l~D-^k|49s&(9aB{*(zVZy|9y{DDEb82g4OJl@F! z#ObA(Bm6UG_#|O(Az!3dZ<(0FL4|-56BDb@DkI@{3OhNmfy>Fsp<`j`GpKaQ&{I|I z-pTYHnJQM%tTcGhB$M`?o~B38g_Ro*4ROqb{%}kTS?OSUpBwZ0;X*w^R9sy5T36tF ztvNniettgK3^8%>cZ`hBv$C?_T6H5kznlmN^YA1k>bjwPeM%ruQT6~ z>|{bhlRDo09o+9Xvag|Ep&so!?%d={pX4>=ho94f`2UC%gs;s!*G`_3OG&qTf#~o- z>Cd~tH3=w6+uZGo*Uw(Z{gqL|$=`;@6APlJKg_dJZ@exq0D2`(Rw6hwAp|7^@=@#Tyuow&P)I3SL3H$ z-e-Z6qS^VFiG%)rR9LyAfBuv=*HJfDlJ3|2t$meKw~5=KHMKw(A9Qfo$aMht(J zE-94_W0>m$Z%{U|cu6W8OPZgx8l0?--g)&}uucjU2yz#Ov#zj?K1!A;$xwiW#85}c zsw%GP`kbVgFA9H7hiv~#>Ox1i7RjB#G(qbw669q|P%?K&6oGNtU#u}A%;O{JNAbwm z*h|7J!c}QuF=%|Vdts0=ngN#mnul;LD#UOf19Mw+2?lVwQf~S>Ifo0Kqp$X7?Vs*9 zGRT8bgL1_!kPL<^jUA@TK2p$J#SjHSkSTvg#ECHb-kglz) zDP65eePl}dWU!4VvwBB_E>u($&5W^Sef4&h59Ta40@dT6g3HeSio7iI7vOmkg^=hd znf8^+l$W`M_u&gMtNcZ^^#==$#(BYQ9dLU|$xgyey7H;GHI7@!lKEy4P8^P=4vU0Y zD!)5MCuLaA)H@oI1bNq2BE#I%^Y@~bQJ^7e@oX^#Lkd|b7;H=4KZ|R6zi?vT$k%uz z8X~b{Z;iw5cv3|SDZs~A$bZi7RyJbFDQelRD#D|$PK^GXASUeMp_HJB0Z+otzIgtnXEyM`)tyH-MtWhl4!^cnDvL78PKwtlu~peXnn~sb?&jw+ zhAkJh;xVm{R+`MGuTL3;tL|Iwj)W^SE4{kbh4`h_WYXZUw?EFF7xx~gbgG_|a_-mSvE*htm8V{a_v ziQU2Evqrea<21ieXJ?x6$kP?jKQQ?<5P%GSc0MXxZMP*8fKDt~ zD4(uaGCh>epNLM(J=X5+z3g_tG%-1;S!Y4m{%}PM>eM!PyYczREOki)u}>;#xwFW1?6SgLH?NdC6GiBulrLe2R>3g zkJA^hYNM1ZS*leV0&3f2zAXOZ?Ewp8sd|Q97(EDKq{oWA~l_vFw>zPukJW>n~^>>lLb6RBke& zFWbD@GV<-v3Fx;P)Yevmef?6z8sBacsnX*%+c`y(c-g({3-*>bf<|u*HJRc)5M7Cv zDWC5pC?r>YMV#%?asFGG#!Oo>39;unW|d5T4Q|m6UpgD{(DXx{ALi5<)*rBZX?gi= ze|+85Na4pXlLc}-BpC4UizN@xyE~w%{OB?0oSnsotDgTP-QUlK&zuEAL*C2*N9|F?-28#BEj-aH3o8YjW<3!J|E!OXFt57^G>xTA9~zVwYu?j`&!x zsH=M*OL2F8g}p`oA^khw6x*!6&Mn{QvDeZQ!_(b?x4`Tc@9q14k&vrLP4Mr_N^u)x)Nf;SX zudS`cB_?76w3ID=genU#5E~ntUqC=i%KonzK)NUk42nfMMn@w*Terr8!yIpQcP5FD zZC~Bq@vS9cYzx##ye94f8KDf4S$EV2z1jCvDw)F3KxKy3J~20Q5(f^7ZjAND%`udl z+o;*l%SR-V&@%tg**}1k6Pr)W!c_>G^Iwm)XFdx?Xeht*EUewQu$)T-Da77+cuQlP z&Fb!mThc=qzD#Q{)pOZs?GP1uek9yjcqr&m`%oeyJtP(+t6ox4Vb%WNBy{(WgWGEH zqpd9)KzZF@)$ddaDqPRM0T2p{wabIq9l+FJ;0;__`<-;>j7t}%W@k%GLc*g@%}xL8 z-x&VhC0KY}I2bJIZmTAxRg0&W&H~+fYME92CjAx;-IuruT-Q?h17V?WYW*yug&-@n z!d)+3>l`?3J%k@~7!IQ8-fqwk1#oWqGqa@C{h$)5P+$ccw6RoseAd6MFjnm7!MRJ- zGdj2m{GqEk==yFsLpoAQ=sr}~@)y4_{Qt~+cBX}in0_Wr7 zQ)9W1P-)m_cd@JVx6U%O-{=h+TeP~KXT0a#6`R|INltDq16RZl+8_I^sJ(O2Yc7IM zQ3{wJ65d>xJ@{va@%!BDJ^W!9z1yjbGs;meHo=()!ZJtMsyp-c82TBbk|GXDfyR>t z9F{niQuew}CixeQYJGwEJ?WU=u_L#O&7YTt(+=%T2$>Zxn;}--6Oc!V5p8C%@5ww_D4X#=P@EPG4CRJZ1THdEC3D$n!(YDTBlzCF z-et@_BqRKvYVSb+n>>w3eJL)H7aLXW2^F2-Fs6rw+P2*A zl$U#@6JuLb|JCL|d7fpM9^t{dim-i@Hkewn(w*O6#)wDxOQP0`+D)$N^IFtbCUh|a zw2$IfHYgG zZg8zWwms8pb>Cj2FvNru#sY10ew)4U9bAwtUcQtf=YKZ}R&Q0ZYLM^giwr7#3NyX9ph>f93Yn9h;u9nYy%cGCwoQ zoFtM!s@dCDBD5V4@Sc^&)`shYhCArpsHm#?>6W+Wuy{;&uGwUPs0a&_C~IS9aHsZ3 zlZtBhDJ*vl#^$BRsePf>dX4@Y_Ye<6k6q0PT{@A2!BVAT;bE+1OmOD%E8$jh{{*q^ zVl4GX zQIiCZ?D10nf=Cb)FHolB%adDgzOJy;L|Trbdbf1=T9V~Cdsvr`s;C8X^-a*Wy{fJo zU0x2 zPq*6LSrcOM0U|x~g4W*SYYzk3lNFD<-F4dKHM!+&P<$~%vdfZ0ivRmu&rj|FT%^6- z!nAfzEqA7vQ{QR%1eMGWMvg5#SyDOPSMwU4YkIf;`@{a`;mzKB7Ok9E>d8XqirH8E zy+IuSl5?dZ3)D&=Mn*=g0Azvw%U}Z2#)5VG2PGVEyzNhq{Ge~hcijFY1cgGuyH0@Q zcDCfavgW||j*00jP~PsZ7OXu$+i-Jdc0{yRogI`fQ6*ls)Ryu#cxU3E96C;PbD7DL z0)kpeu;O#Z)7yvT<2~JW{-up3j)MZtd#~eTG!vfHmOeC)R+P1Iv=lPm*BDMyO`p@;8vF5ABcA*QAjIrU;~&u zh<}l!cVSNsH>0KpE}ZDr1Ab)KHt(3-x-V~N3yTJzyB-8fZk$ihL*Xf|*{%K&1-G9U zRkGFd>8+_d&4RB)o&p|Ro%X81ehmUGtEj)CBwgl(O5yKO;iu{iKfexqz3-G)_xP!U zPFi=LEFIMco9U|KPtU3nH9bt&jxW3efvCg-g0HlSv1w`#zG2}LUysweFFN^Hv*__T zvza4JNJPN5;m3J4c=%O=@-3opL_NKg$+|{u=1~_MAbL;lXUJuhmZH^ag=>}d0)AaM z89ccsk+1BE6;nh8)Ikv?9C!~of|{omW0@>UOyAzs#<7`KMUhIzo7KaawkngUCYV#J zF%gBz#Q@4>LWa*kq3vfJHj=1*o#9%9riFmgiSloF$-S42+sI;dLyr8sefcR@UW9Zs zDPp>~L>f&l?~ih~y=J>|%@G7Gfr+PZm-$6h0~ zjDqrGO0YP_QK3>Yb9Q|7^lj=@ZUgin)wOVipA)&QW^~6cpANJ&kEGP>8nx#Rj|j0q zI$=(9FMtc|@)_KE!_FS_@1F%Mt6H_3N`88a&C+rL59^2o5L|6KgL54Znqe5}s$b18(uurK06$+U8zJZWzjA=R|{^rw-l7oep6U@*muf|Lm|y*B02 zis_0CMhVW=xyV=3Qv>p8L5CJxM_{T@-lEb-5nir5F$+8&dgR)QoBV+;@|U1qgs;DrslMvaOu z&oVu)H1m7+4|4ndeRf2lX5)-rK5b<&4Zl=*LA*p0b^X3I5|BoP688~4P`z#o4S_ot$Ly)-{b(-Q}PBXbw z?$^Y`gM!zK;v2o;$^6dD+1c3yXozHPyOdXl3w<}I8;!sOGj2BOVa_G^p=%!K8U{mb zy7iTQ(11z?b9^9mgqd)!r>V(Z!tZA*7yn`Gr!L_PHBJ!dTJ81S8($szRZp)fFunKA zt@kod!GpYfy$NfN%Wb*kQLe^}X_V0mu~uf7>X7X8n>R(BTipryofyIEH1q?4io+J%0H^g247}l))A1%JA_|!{ z>oKc!!}=&H`i$e-P*z@^9|*sb%~%DRQ=X3y$R`sM%J81>jfGo+CaT8dOx9yW zMfi%5j(sz1&a>KJX)F$&YiZ?6@3UD1_pe3DTbr87b%W%~HfnXt0q7H`yg>=mqPnhY zt17wi<4H7Aps;R(z6Az8u)4{d52zlVo{a~;nn#+fTiuRo+rf2$f~r`#aG1ukrrTd$ zRD_%^FC`)I+|~8Ss0JX6Qs20Sd| z_*US7__DkJx%?BZH1+TIKh&Q*)c%SycY-wH0z6m*TxK}p0cdO4fn@8G3c{^~B79lNA;1q-ovWlHc0;Gb}@V z)aZPy3zP9-fwt^kUdTY+F%Zu%UulTc+1Ytz&!P_KE6F|H91T;eSs2phpifth(tdj>1W4S6AK=NSOiXOSe2d-j(XLXZWMy zW4(UexjUZwEQ#0tZAcE#cBSvG4xzx+^p1gHV}$?M=wPOdQLim+ZcYPq*&FYUnib49 z?ssz|$Mzf+0oH=0D&S*NR#rBd$U~`Lv_nl!P993(3Tbi|**ySYO?8T8fU=mQD~e!H|-#Hz#XqPF}5>(@469Y8tMtt}sju;;+hV znjZYs3m(jLvEh`E2Ih1a2T63Yj>}~1dm!+v)mSPiDG8i(AgGbKTjFkFJ1E^vqZbVV zskDW$fTU3y&4ly2m18rT{?_xRnFF_;Pp)To*(*!ccoL#=2PSZT(p9S4no_J%Xa}N(!*O3#*9-bptKMoD7&D}fms_P}WPY1) zf~)6#eY6EUyWjSwih<&rDdZ{dbTe0N{7O8qsc`)X^rNI@WjDs9$iJR#_QPCd6&0*a zjt7#arthpb7$?hv+uKqp`tyR+rw;OqJYh7N94em=1^4V%327;Rf$+Y-xHt~|Yw+_uU*c)Jq1NRXlEkR^pU_d}kQL8M0*t#VeSS(%x24H2y4AR$e+Z_gQ^Z~U0 zQC5~pKmaJu9~>MwkuXR^${;HBRyy$T@N=LO$p9(+@+XSYVzD85soD7)bSqU96-8Vc znp2zmjdE%(hH71Z8BM2%kYFIu%BQV%y%IKBY_J7Jw@C2oDn0LQw8TKijVOG(W+RQBkuhv>QM)4@li}wk&Ii%L$y0FT<6x%( zUXhO+)~`fNn+X~UF#$J(On#13B-y7-A=2h0d2o3BLqivfH}DxKLGM))?Cjp&9(!PTLuu>W!-tv0`hd@|)?Y^=c+rwLzIQ>6RD71sUnK_dGC0&~%}k97Ca4QPI#Q#UrI2yXR%oQSYm4=x!i0a}K6 zfJ{E$#;xrz*KEbtK|HuA;Mnz1C8-9-3(Flq)c_n8t3&YpEQsDD;3LEc?27GhyFMBQ zhA2~zHvqQ-)y$AP6^49W_VN=os*F(J7V51FfroM0?#L|E%vvIo$My{`FE3rl58&|e zxB-Z_473~L{{}IeCAQLD+4WsJD}H0xNY!77BFWI6q|}MqHZBywT;7g8z-H>sV7VtFN`KdDtJk2U6e7an6&0qn0^eUP;8f z#jm=(&@jndbp$*XXK)oj=z^<2!Ofij{IdVaVrElxHCjwPJw5nB-!T)TfzCW>oiws8 z9tyRP-I70hCt;~rh6235hLsv0<>c}eGKGNZp{%MZp`1Ej|#Ak5B{Tz zk7e?L8So|0tJPlr-Uq&bNTFLg4&#wcKDzJX-k2E-;pllmX|UgZ`Z8Cc4=a42 zn#BUhH<}a@6570EbzKwr*MeI{R@SyrJ1;MT- z8uTxBmzv+hNQ&OmEk1~&xkD#FYwfp(ircVlUKB@PiU6kDTVmGGjv4(J-7+jWT_zP_3@ zCgY}kLT(pyj{8&37R}*t@$o@G1C17@Y1UY;WB@NqDyRx;2M3|U-*StJip=D9aZ3RS z64O3>bN{A+ckkOR&BaDMZn@3%sB<-&Ar*_G`(6%hUnzY^PL`T^WAUk6+``}z)pHz^ z*K4|mRcfjXB*Uaf3kolWBsutMF+hi*p1Tz{ab3)oehQ_?zH?T&Sk>t3SHPZNlNO*? zzj=4uUI@Y;5uIoZ80|q+hk&D!mZqK6w&hE&v6#n-?Uw+d+&?-hywQL={l%>IF9*?s zNA7G-e(du%66oxEaxF7=Tw0QKo5>$WEB=kKFYn$-hAW_#s~i9q?~~BMG0g8WJKcU1 zb|_gEP0O!yACk$Ohzb%M5FKFl^3_h?QjN+VfBt+7lcWNIHb|!$8U#+w>G`sW6M53u z3X#Jht|kAR?g$Sl07Rh?6if#!FZ0R`ycf_B07W%5HGykINkan+D4nBSVdE<(S76q5 zoP6ujv|V|b67YU&yWD!a&f40r)8_?_#>x1ii()wL|ktGj|V;r zVB{@_p`XX|%%?A`1SSAjz_qot2>@~jpx7(elmeKX0;Nn`JI&p}8$@Q&=lUblz9W!$ zfSVmje#9FW6BDLE08jxF6M)XbZTYtwTu?AyC1gpDV{2>XAzHjot&$ux*s0*|z5Z}{ zT+M7qTKQPHxNxg`Wafx3+8e9(8O*_eQ0-+T^;NQ_ekTwt8jd(#t}hHsb>EK_KOG_ySM{8Yy2KpkWz~E3iR|k#v6S*GkZ8TD?7$r=q8ybl%4o9~80!0Vc)o{n}2e@Huc!5LA1h z+4|UmCX=**$s6ExgvtM6AK{7Ow|}#E`Hz{^q7icsaflz)0s&>j)4FM|U?270ODYtJ zAg!OKE-G)Y(*7V=l7G1k*z;(-lr1RBlngF=j!q;*c!A=~*^cnt3*`Z@ksXocXE5hx z(}m-G)iwUvz&TxIJf^|RZ1bgG7bauAPUD9kk>ziq*KM!;?);nEZv(LR@THU3!tlJ9kSktf%@mFQtTCC6cMb;2`C_X9 z+9&#BM2fEJ=60H=Rl%!Ol;AlBC4kwaQ>e2h$ii0Xj<{A5_!)yxLvr0)j|3*S2!Xu_ zda$c!(Z47LF~w{A+DJ0Q|FMlGQ%sif$@Gl8X_E8;_#WASs%`>nWD?XMI+&4a)n0|g z$n+@phvWczZUfG>nHT8S1KlCG3Y+Aez>mQ#u`*@DiDZGkDf0`^`kN|J$`*q@c>{}R z?u^R}R&-9owNkNaks=`eb2?Wt&0h|t_|ifq&vkV|4#Kvwa6fczSEZkGF-VT<^|v;I zEwsfAz6doknaoDB1LyflUduTPZpI$Ge;E9DCH_Cw;jiNVQ5A9qddLa^ zyJ4yP^;tRYhB$zrAmhX?OVoIC0$}i**!P`tT&zk;7m#KvoBv&eAIsM85`}h&DcQaz z+#*b);}`YGhfAFd5Vu`*;1!gnZ5JR<9SjgP7b%&@Q8GUnhpy&ccII(qLrUJ&CmK3x z0dvS(UID0)6asFB(dOQnN~N5VO#=xJ?hfIORK9YyRKJj@1OtT)A;oHDQ$$>R;TW+a&m~vmT;>iBfcqQu}XV@bSuM?o_P+p zzhF@*0<@q|EX6!*1S+>RKm!H1j_Im!vqgO~$0IQfk>$ElV{j7u=54M}v{y8*F$^J* zYmLmKN=8iU)t;G3-&n*8$Mw0BloaV|6LMzvq0~p%DH2@8`;o;nO^jH70N}a-{MzNH zaR=1nwRGp@HNazGc><_B05}79G$wW9Apn@1A2H;>+cEZ<^kfsM0%|itX4R`38ve@sSD&Ymq`=d&fIa zF~>wl2ij_&_t_T`S;=Hid@wO<%X&-!{C+CmSnLxa7jLygLV?2wm@L4LbSD{pM3bhT zA(73~qXt(AtN_-;IA!SLXzO#y*u8lUr{L%na*^X8<|&49jVk3Ia)0I#Qu@KTrMyJ0 zOo8IVhYv$(ys@PGPGF>}7uW?qN=u^vi1r?vR-T%dHyO+`qyrLh+JW$j)oPJvePcsf zUdWzwe_t#8Q&35?l6ju~M{%Nw3YiF?sbAx((!G45ARNr(yL?nuCFlDkg z#Pf^0md~d_n_1}T-v0LL5R`nNxK;s^T!z=JDHb+1P#4%>BpZCe25j+|w8n~6Xh;7j ze+PWW>)}$J5f2rx&sBgueyusv_!XI%#s5{&aiRx?@a7~Z&~QR(kmZ6D;sy@-bZvna z&2NvcpZtr15HL^x`lg1U+QLA`)RbzSHH-#cmJ0sc*bvv$Bm{vlskn7;AS*2$yh8xg zKp-UnsQ5N^FXR|P>(}6dn@_Zst|f>M0i_bOAYn~a5?(t$K!CAHNQMC0dUhQ*j84Q! zK}Qz^AQK!Y&r-m$E6@j6&BftDBB+BCzjXN1MmXGol^zTO0YmLXlcPD1G0;W8BpeWI za=>^5Fb%R=FAEHP;{ftXFK`h8!M+k;ZGdrir-~;vBaQ19N;o{g2jooeKezj-uIuU_ z6@`g~h2?TNt=`|?pA9rSFn~ey-f9RCd@vZ-2bBJ}%V{uCMWoG*0(67kb59@&6seal zo3=+rM7-tWYijDk0y7hkGAjfyIx8eGGT)?FHrHmRL}1&HgY&G+9H9{PYFV(%YqxI$OLbws9=*j8Z{=b z0Uj~Va18)JWX53^OcwRP<~+dN=KvEafS^2`!W_;9Juhc|=?sFI9jQ<}rX(Pd0y%al z^?f7|peCA~t(U>S*pn%glubjGktvxOKu80A%Ibb)LFWFCt;u0e43HRb60l|xh+dF? zU_+8Yk&(32)P5l6M1+NfP5x{F4qXCaF98MN2TuE)kq_mwv#b2z6d0t++G&8M#Sb#{ zP^K_BT*C^a708e82PkED}%_wK$}V-2C(4Lg(&+Te*~XL0<(An zd87&`G&mo!jYl&8rU?UHVlvmw*Y^((gdE?{fXIhN!V?83F;4FIA3z7)M>ZZ>cM`y? z|8a3k3srf-f(vLS_85qkOap2!xG*>{z)BQesAe3Wn3y}cH?p88Wcim9B%Zz5a=rLo zFzsV}{{Idz(pzV!mdH|QmEj2sw{z5`ek$OoOV_fb0kdKIu$d+BUk%hI{xAHG119Et z-_Mh|%<;g*5z8HCHRwj>bNUDCUBDU&K&gVIFi~GbASooVe|-sLv@9TBfI(&Wa7mTP zHB`!O+%n*YzPWJ$Do!uBs4hUQfC9l5y6XE1){IX!&R7Fq*+7?M)NM%uDG(fg7ssf8 zIA{c!f?OsS$ij@k+~fb_2N4&2{L2qY6?|nt&iMiVJ#qvImmWC#K>_}tG*-m5%jL#N zkB*V(tNi&Lvo`1jP0@3Cxd{X7x&Mq982KRJ44Bk)Hs6N4WCUH^Y)CN*m;VHHDT?U_ z(^7#dtaL4@?`+@U4B`6M`T;&mYBpzvZb9d8`9UvtvRJ+_h3Bi73(Pf~Esg{Sw8+!T zOJGW>G@oS#p)V^Y1`jw6teFTj0#=(BjqtHczwH|jDpuklM&1@b%f5P_mp?pzNTW&T*)NUYXuX_Iu8sv@A_AYh z@Q+sau=IOutCz-Vf9cnK*G&l~qDo^JYlxUcdnpQjWe)7;mb`OL*l^&JMwa_>@3;Zw zxKz;9zJ2rGVllY2z9C8;OOi1}g-WJ>UO5b&?OS@XPdL&UC}dERNvW2qdt3`;|3dG54`$5}R}si&eGNpZINiK-(783oP>R5R8A*UvLt&EA|G0W2kUaa^+Y#J2p9E# zS*8`*-kG_*HvEnw5!PcS;j#Tr*G^X@Tjg5QmAg20?xll?j|O;@C-007t&)Y8ctNW-VF?8Mri8^d7pP@E67*d zzVm5g{Pyf(GeP%oAFR)?Z(Ci32bND@e)%^r?+<*EzB3>O#_1ZO?^^Q8D0Ar$LI;2J zSW$v~6GHL)*slQNsm&}I%t&y+?w@NVqNDryk|?<+nT~Fbgqv?_uS19F*x>OI>d^#M zQ3TMaLw#qE*mJo<>Y&T>{3v%$D@-Q;_fZW;&OGvwxjlL8V_Nqjsl8IM8i?VXhumcM zLG20DN!OEEq)Hw}kYa{SH?|IRx3}NEKOZZ9Rk?oh5~udZ}?L7OdGd?Y>^|1+C8!^@VnrCiUZ`qDaa3*>t#G_Ux`J zuuB1ZHt;-xPz$r*jR{;39O_FI`gV0SUj*8TiDC_UJelZ^VM8&W$n@@cfQ1xLFXq5d z<0io_aZ7U0KT%up9?&WP=@t0rVEO}@$BC$dDK$NP2*6bUX?B6>R04J* z*q;hc=XYiY&f%`wXN>5_u%2LQ?YdSB~)eQIMowpw$9< zei~Q~3>2al{b=y*C{sLvqYmNFj?O3aq zvm_^RXN7s7UhiSQV#V-Yb5tG7{5TXZ zY?Zb*v+TB2TScM=3GP7Kh1T4_l)+=z;WuAs+9=8eiok(W?#wRK%ji5BtXdX>Nq;Ib zS76#04%_Y17n2Fa-ZFx|fD3d2bjccert|}+0#^z9y02D-Gj*DZ-Y1};_{--~ z(FpthUma&24|V(QaVaGv${wO}k`_BX6Ok>At?X-}eUc_i)+p+sq(w$NobHnq*gGjLS3J@gRNvG zM#<)9)y^g0&WmJU6uGfgz95bvKUBn~m(qE*UQ}Co>T2#q!Dyp!3<$KfU&De%U;uTE z#imB{i*?07D(dp38WP4unP*^@GC|Wu{6vS~n^D1GTIs`N&dG(Tx#NQMoahgdp$cqo zlL??Z%3D^18x}e*%J`Krwo(kE4 zIh|PQMIPZBAvX+WcB}OE{3S1s0~QOi{B=8%62OruWH{OruwT31a>d%63Fw?cUq6q8 zjtJr(Q}j&}wZs|q#t_=zk<(jqV?E@BrHuMWP)Q&=poA`5=|Tn&jXVLulbuwD-KMxs zPTg!vhCC0d${R6BdKg24em!w%SpQk%k(Qak>@8YPKAsir2^(7RLiONBJ`rjAniHWV zMvy@t?daGD!z-&?p{xfoqzk9fN=G+Ni&NnqR z$;HJjRwr#9@7IRF39Ld$NN6v(gFHt+*(}sW(8SSj46i??^=ovS`gtt5w!wMQ+?`wV z`*Gfs@52G}9e^no2Q0I{{q#!HaVBOBM8McQJ9W?O%yA9PQ155Gbst@OKQN@EyJs%^ zYQB>z_^j0wcO;M{?OLKJyHgf}6*vZsvIR?wh6^*TtrxrSF)J?bI`MqusvdWHt%(fl z1q~xjwZJhP` zUC#=!OZ+t^nRIgc%7^?ABW&81X14i1OFtVj8ZZk`XQz4AFw%lMI0PA+SusD6HsF*-@ovnLx}`s%hOWTi4}!tF7LA+y%2Ju4_Sftd z0%O6P8guVSKBedSttuaf@EE-)A|QQSHIXuJrOtQUzCRb91=AP8MQ|`a*F1_p3S?QaKfpoG0qkvaLgC$V@1?5;R=+EKJguqS6&NFsK+fTU z*_STryLe>{)UPk`62v~-qMbL9r@Ztiav}#W|K;Q+v#LLokuThR^*~CW z`?MiueFY^hs&NW??0h+$wF2vn5WADLk?UEHV=f#OhFI(rPg1 zaYZ37qUH)`3z?HH?Ad#vRyxTqt*v0OKml{wuys#?K-XIRLPo;wZ#sI+Oxq0+8^8G2 zqh>!yMxtesWIT`gEWVujQ6bC5ECRM0>gJyfN)0S+P(6A6|7K(V>*kj8V#&IaOnj)D zS~Tx$(?tY)Kp+_SNb(Il11R?W5$5@tZP7-IT@beE+i8?rybZr5A*u-(KJ4FHXR>p) z*0->7dDE0;Ruc_!$wqnkOsZ=J#l>d%hMhbAC6XZf+#jv(^eO}~u?(IJ`q?=pT&mGV z`bak+cR+)29;3)L0TDa7K~65Eu^(UJZ7FmSMin;`5}>F)?5Ef5$+o?D_bzIRQn*q9ytOwV^NI?GxCg-9WohO7zSESTE0YUOO_kI*j!IV7CX=+Kzr z{1Kh8jNq|18v*DWifaevfx5A5baVb#GS$ko-*Ov+lVKv;oHL8(et*YXxS;P@)B<*~ z$9rx;`rZsp8$hDjxPs`XR;NK)k5?gtfalIR2y9{23QdQt;a5( zzDEi)TtpyV8SvSio$l!P;63BDH8o{4R&85fcLg&l@qfxqMHUaO@a||A>5+(Q*jwsx(8njpXnwX;KLM}Og z@oFM$@k>!YqIFW{a&iPZVSRCcH=eY0n)0{7GcV_UJK@g;0BibD6haXXhUpn_w4vu+ z{I6cUf}lubV018*g8$ITAppB8sH&3Mfwu_4@;Z8rokPOx)G#4Y%MU2g-)=1++!g9@ za;@+YAr~(xX^Ji%c>&i;%)Fj*;rPwPJY)A*?rd4Lg=4 zW$fwkW*85iota3%cr6DTV-5s?f)7_iNzfGa(l}K{PN1ycM+G`7*aGYvSXO;9UYJA~ zMp}jNTQRx4r31?Q>u#^n1`|a=At3{xGNd!X9}$kGA|{4Vcbg_`7c|`G-xaM{^ZtF+ zmoIVXC#E^RRu4uq@!cKe@Vq=V+ib_GM-IS#Q@O~e!5$s@lH)>H4zy=SV3w2X`GZ21 z4(xNVCD{F5vFfrA~$pOMi~w}G#@Aa>Ht@7LnlL`Fuo zSBbh-dKRd9_n2yUeANZ+NR03P!jFrsblAJMjNnyh4dagC%7N4nl**PV9Bovw`EhYr zMaM{SQgX5kx+CEg9i&I*(f0B_WOV#Xf7h;EY1Q_Qj#R8&w7<3CY$r|dFY-{)Xzlrs zWP!f`9FdciJrCMc3D*F=P_blURegQEBWn4a9+uFAYDB=E{CNJnFAXfG~@u z3>N?vay&>&yMf?@jE$)EzI}lWB1{mF4x#8O8girP@Ob~M5!5)<`fg)V zupY=T|KXCUuhu_sS8-oYO0vMlB-J+rP>B5S{mbg+pSK3+)DpTdcW%~GO;zaQ z$WdXRhc@}`Z7#J)MInC(z(NVk#;T|)J#0ww0tRQ;)4fTbn0D9j!0C-eV=M2($G?q{GdcDpN2-)P#tS`v2g1WZTWJzHn?j+Xp+;9F-=M`xma|p5sqDIS zVZf-+?cyg**7eu4^Z?cnoN9;P(4&|gds&WV=&;jR5|Fjg+2rElB5igoORn(pGW?|G zB0ojq+b}cH4_Cye!P8!7dA>);@t^6>0Ni*86Hf!*3$C5WDNMIKIDm+Pc;?p{u&KM_HSQ=Rr?%> z=caAj{!2!teQmY4m{<*F&EPH=o#EG%UC_#-d*+M=ujsbQ4*C<1W|jHL$D#F451Rl# zuRw3lzR*h!OPUe7FhB5(6@@Rnaqk`#bfTD+zY=tN!gPc3Ug+8m6AaEpR4SD~VEe_; zc8RL8JUHs{JwF=vOc~)1HdW}Yap`6>;%KaS^QQceN{T!W-dM8V0uUd_gvKc2$6u^$ zZEX)Lr>Cc@AQ%A-HN;T~b~R!9=`avy9ARN$@(K#6d3m3__i^*`GLT!F*;ESxsPB7$BD@NEp=ozv2ln|;pokC>AaVStk{E|l{QI9hJ)ka)81>_c;M18K z%rS`P?(Y5vm_5RPPUPjwsSh43xo;j(f6QQ?5Xfq@#dk64{pW4x*la``u8~Sk8C!^6$#@;sPugF6*S88nAusW$y`J*6uT zh{{_?0lt(CI|gw zb&3w81)d&tVH|u>(*s$ zsKc&*ip{fgrf)rAwQ*dXGh&n5e0~GMz+nx1<-e!|W zYq~tzRgJldV@+AYP&S&RcSG|co8na4OPmJbuwTKTo)P?E$pb+B=QH>%_QHiFaC0F1 z;*;-#dB+?7hV2=}Z|EH`X65+z0J%Zdx*X00TXG8nZ<6PT)f$1#a7DPvN_-<3bX&js zD)!|Fk~fAe6NfJ=V;dWA`9W-Yg0SwE4tP-8$+vPPVIxiNC@l&v*G1uti5HyC{Nx2! zS65_P#>U2^e_uTF50gyUNJvoeu6}Hh#te%L&|LDD^$@3HE5#)xk*0QF1T*c)6GCPS z3JV(|ofU`J1L_tRcK!Nw-2%@aME$|704Uk;#7#e^bUu(gP<#{e2%Cnlr6AjITvUMt zo9>A}^}Ofai9gUi{edQfj9X0lvV-4P2XV#`)Oet!@MgT{i%UO$9)fmA*(kN{vNpGnEktwY59=gdhizo{ojygvPn@f z18#DOS&y^wp(Fs8hmqd_WNYNNBE0{N6q1A9UbcwXu0W~N(sqFX5t(F!;`smd>e#NC7k`gF5Z<~0M}KH)=2_|<0(U6Z3Y&% zVz->Zd*E)BTnJHQYKkC!W!jvx*mRFNGB0EX5SD}^?yX^O-F=*tNAR5Qn5Ikg_iQyd zNjNCpy+T|#9)Mv;6Zs!U(Pi$raL0zmcPYd*-lCn#HFX$hu>;X|&Mu0o{j|M+eH d;ZV+ATip>cQ>wH@1orA2dkoDDa`X;_{WnHtb`k&p literal 23919 zcmd3ORa8~s+BJgGB_)k0-Q6vrbR!`k-Q6iA9g0YAxXve_;Od3reEaWY`10o>$_v;RurCq6goH>dVZIg@SNcnSd3HXe3uAuDk0~g+kM@e_ zvxvwGbL5Xla?&5kvwuJaFK-_H#=pugH4oe>asM$eG$7P4Gr+#|M;Yf8*|k#)rdSBy zr;UEm-NGm_MDmUeQLGS5F~qcwu&>1sSFk_51uuHNLlQ?M4^*J=1AiZfQect?Vha6u z`7RK%jrylZAg0*0`2XsgW@pjUsf>+{Pqxy0Giju)gWm<#q86yq%~qO!aC39B4pydQ zDtgK0dZ<%vJtsL=ZEeq&T166txyqIa-T7Q&LlOXwwi?BMn15hb*kK$eGH$`?y5Rh# z$>XB%Krs+AJ|iIkf8NH`I#|h=seubKc~E_h9Fd$!#igOC`a`~Q{FmorRO0;qpIl~F zolX^rUp{jD1P`XYd;idPT>9l@(b`Kbvng~~I0b=27f&WD(>sTT)*XQ}ADgR!IeOne z^DenZ3pR?su)BFuAnPE0($J1X<$zrGR8lZPw?wAvkBU9S5MUuY>j)}1y9y5H#; zKI|Pevn|GwY2Y9t`*T^RTWcetU+!lqi`Lj+;;E~oE!XD_QO6i|M=7bROX}zlQ^g{E zYikobJv%d>uVwXUBK7mFH9!(;cFjGNOUkfn*6@!Y0#bQo7)y$9fd{sJUu%F zpW@S#*egdK`Taa)cT%XCNGU=pdZm_PkzlmiVb-Wy^~RRxV`S(FMNDjLd*bT7rP#G) z%GOp;smIms5rc@&<&Fd6ntVRQHw^p(zl2%spBMJ87x0YE;lOYySAY^jtVUSS-^&})9rEOvg1sS!|v50g>%R??Fg^fH!sQPT~hv^UZ0y%!0gMzLuK0c7{ zflcUB$vs=5ynxh(#EF%j)qerPC*oxXKb)*Gp!i^j>8p_ZvaTvP&Oepa=dK5@-B zy4W?n9jE5hBdgvc2aUX?C~cd%pii+>Ckw7iqv@h>tE;O#4(o_;2dz79LQQ_RDIFDbUa zqOJendocr#Lr1JgdHHfX#@90ww@rfD75HHZy)0fw+;8#-_Vy48P&fs~cV7OCi<8(I zN@c}I{mg);!}O-Nw|5{-IIXOVh0A)jW4SeeHF@y<{%n|nlJc+Djl*Hflg|+^EF7Hs zaVx?LmPA<|;;2~Gg5|#^-V)Btg&1Z11~E@I|cFvm8{i3I7;t=EV#Q z-kqGBWas9xx$J-TINuhHCKViVYrc&Up!0mIrs_6}G&B`rTI1;vW;OfL^HRj3&{W$v zAb)hbz#%O9ii54Y`@>onWRdOfUkLm{tmgzGxj1E9bkW(DpE9?D39JEufiG{bj`Zd- zbXem1q5Zjy^D1ol`N!w5FBH}sD@^iqrxy;f7nJ+^mN(*8`k6Ci-k6PbKqX(}tbfAk z?ZqTH`1DRJWcTW3D=llnf(9ju;>;>vOMKIyB#z$CW8W5CU=*D z&MYaIVyd`x+2gG4?ktvg47&RS##StDk_u0EOCwpqd4ri_Y8tKM1(3sPMy-DjS0A>9 zAXrkWss~N*|G^p`N$k(_sqMY)|C&}_O=z@75J0fR&9)PxSqTLr*A;}^4VuZw1M_Je zdJBxDqTHxr@AlahCZOI|tt75)xdpX~aR(Hj!NyYfjsMJi=XNAG%t6jaGVjej@Ah8D z-Pl@+DiHIHB-Tg9o}O>50fH0iSBoe$3!9(bjqyt(+S7uYZpV4G=+<5VY2TlLEGlno zKwf-nZLK0n#T3)w(HyIWpE-cA66^Ww6qHNLo;x)#GGECOy>tA8M9xI13|l}>NeQ7V zO7l7W#bwht$}aKgQ)pg%T(K`@VD0!v*aDL@FWBxV_b!L+3&=}0yL3~=NKnpkww09F zlrk_^$KE4l6E>YinZl%Np%HO=Ov(=p1isNbw~~=PAIPT%_~M;8TmcoC_sgf-HxXn< ziSfJ3qHdR(!>SYu4W1^QaqHxPwZA@r4;e_qh!)(WHNU@Gf>?*Y@ucEv+`uy%&v#kF z77HnSiL zk>IVUw0^37dOjyk6A$MqEQuEUgy88BD8t?)7po_*v{t~VULF4TCsX*oz-rbxP$niO z=1*AMKRoO#G;jl?R;*L^lS(dWq{>nQlyel#YAXUIC8hKInF>k6`&-NDmL>LGfw$?B zX3WVKK~kt`1J*rml|)C%n1IEA$DIQ{(bLlo3^Z~^&+c9U&k$kR9Z#bB?wzjevD`G*9Up+k^VGIlm^7Hfm zSyXvMGt<(pKox|IZ_js%wW^R)x;L zultgXm!oV!Uoy6ZD;83pE>Dda-!Bo*^aY>840O0mLO~A>&#S{6jZ$4yA}-X}-i})P zwU2Ugl)Su&2xMMmk_IX`*Jlc5BmY!jc?(9?;=cTjgdT_&{W*Ij2ok`|`L-{2!lLe= zdQN_3vf5gEw%XdWuNqWpi0|V~5-Lc!j|x{D=|rdy$@AE_x&GdobrpTa^bxI(XJwn5 zglV9J)qrR$=to8&XGBZlx`+@Gu5*mfq%n#!Sy4@CJl;d`D!U1oMNvg0F9h_5%-BTC zo|VJWzO&k3-exD1GB96{!tdH_OFkqbFeF5UXarY+eE6qS zGi4e^wU>yKA_wjevQF6EJ~c>AnHcba)^nTYBGF-d&MP!U(69ybt%`%R*XbDgMq58{ zw8JR@@7hh}TL{sOKbS{CLV`>n&}$Oosgr8<-ank(cw9|+ab2^k<|kBnVv-RHqu<;>Zc6F$m}$%L?APMC9nPk>E7+VVqg{M{Wt0RPj1$sU#IM-#TX36! zXKtVjdm?I*n@4oi+Z6g{U+>>$@t~K$wqepsZgN(J*HzMyX^R-abE0)6DVT;I4_+|_ zVyekXzZC+v~ap% zH+EC0&-~MSzwaXT9NYd2#?)=hZ4ITOmLjF2DkjWDIc6Z&JU+tKeZ)htTJSKq(Ms;` zisx@J5;=RZ&FSGE*@|C9jR#*K`*!2$t;S~Rbndbzg)ey#(DgQ4`uSTwy?wKCZ9iRs@Ta!z?CfW|ObA*C zWgjzgK-afVrhEtZsghfu;M&95H!Rf7v$g!j%)A5#fCx@^^6{e$0#j!%8G&yMPGVro zV%pmeBLvY(8EyHT$_C5@W1pkqNV0mgRCBh9<^* zqisN+k)8Q6yj_`ct4N-yvok7%qULGk?!S{sdbm(j6r#k6vkufL;?R%=VP7 zB1;{i_5RW0$&r-E47FpoQhkQR%`XSWHR$eVLi*nUT}c~vrn;QEY}~vF7ap+?Itrw9 zSYu;M4ro>4Q$EFzhagKy#Knn>$&87XsE%rph>l`KCo6CK<7*vwVV%YSbH$VgNicy)G1|| zPbp&7CfA&O3g*{-ul<^p-WjV!X~}tT>GD2haBuv3h-Q=K$=@Wj(>V~yZpkA}9>@$} z^vy{(nP!s*XZv@w_n>H3X$?;4`3`nP64kAICvpRPtY=`rs51-~Tt|p#0Q_^g2c7gc zJ47K5dPCgb8Zg3wuETR-jSJH$dz)bg-9+dTkx`w7`TAIfCQ#JLxlFg>%#kJr$ z-{o-a=C>g1gAni_E==)rowhqICo_}7*B(<-3_`WF(hX85 zpx2x-n9RNA#D|1@iaLveh?rhnj9N4imX@|9Mv9OBQFA6V6lKANyR)+s2M0(0?`Qes zqFpf>90gH{riIa{I_guKLIRw5d&Zl5X%rTFsKC=*s0!ea>l`<5xNbp932f?*DQ1iUd^{p zXy`>k-A~@kw~3W$w(h!ybRxX5_Z+hur{knb-SNj#PAA7q?w1V8TFp$mD+Lw8zLtdI zJGC;X?&ZpI&b&Hq3D?VRVsaTA7}i5%iM}vp{I1+jpU*KQDWaD%mF zauQhD)qS~lJQ1$5KD5qPVt4!}%N04>F(l=Bsy~HrV{rH8bL!-*o4J_I9p?$Pj_z)DKq}eT*sjlph3oDP8;0G4 zg4=6$A;k7MO}syy_F+`)PyCy#sz{Ga|_9Jw|OGWEl!OPHbHJ=T>0 z*~3AK_Z9A|4uozvJL_1>#3nZ)L0nRFv$k60F≻Lp(=WFL|`JcRgLmyKvdVnhVM$ zmrJZMg#au`KQIYBa8(!a8 zs|i}EhZw1)Vtn?MgkJEwR!;6GJ8U4#b~AQAUGf&mKqxW7+r`>NhIh5)#F8)#kTW{e z+pcPS6=GwkOa)!+`db++TO#(7zI1;%IOH?bFptz~U+8sZzq#s-*yB7*Is1V`UZ|UD z16M%L#_pFO9D-pkYbC@ES4eenN3Fl@rPo=_8m^cQ@u#<2 zD=uv-^J0j?A03ROaBw2{)(GB2^AVM3g{LhZ*)m)1IW+Vz3}%1T{{XrqxG!XeSH62G z6FdJ-;5vdk($xKVmU*}z}Ma1ZwGz)!5iMSsA_pOf`F%M3$U%XpekPEvX__ z@fc)UMBrzs537A+<*O~!#@5!uojA!^BUwBO*Hqg-&zetk0!pGgCWy9W()T8E1effGI- zN*R-KO5As_0bt+ww4+Pt!E-(0N#iosRKV@hFrWfUm?X)c94gtW)cs zJ-g*hjwFOt-{JkxhFTms-8ObLM$Db=@8W$8CzA+f?2Sq~0L`ZYXBAaA`IYNCmQ9#g z(PWC_!I>k{ID&z*raisQB-xkYo>%X0JhrE{_R+0e=WZOP;y)APJ>HxNn-fnb*tOUl zVbzm&VbZ1Ge%}A>$W)Z9^7}(R?Rn!DgQ7kF)?_vLgUA_!F^LqbDqwXYwmbxaJHM`+ zNJJY>CK4>VxRrDQUhh-;TO?$UjzN8Pa z-Zyt-G%Rq5?tp59((QsG~yfkzHz}ds^kYIh?VhL{o?N%P7=A?JlKGc z9j-k19i^SsG5sDie&0ls3d+)Gz5?Te?5#HzU0fLTAGfx=-R8nfvCf2|Zbbw7m5emf zceL+9T}BUv++_<&ep&O*ZIe!sl-!=)p8-BEB*#Z5pQB#HN*F0L2;);wEAS-7G;(t4 zP))iZr!3+c;Xy(**vSb=8_+w7&ZJq_KAnlFdVwMI0z%3VUDgkIjMGxei9waR-g^MF<_wx9Y;QSMvM3rJ?dqMvHWykY z4{n8LKB__dD-;FUDr3cw?wT^TsTjSjXg}79fdL669pimn9Kg@5LG*&(H z-=GKUied|m5^o%Nav^;*z{j@oQwCf!yWcy}cZRxA9 zpij+U_h>XU!@lC<+UHDYfi{?0$D4<^Y`SSys_kN z;rmC3s-1eN8SAf#^bs51I~>PX92&aLXr?wN9hcc{9;5~jx07Fb`z&lA@^57&kI`X+QHSQjRanmtGL|1|zgky-~ z1~^ZqjyL`=KjWt;RubONb}=Ao%Vw<4?=s0=+`{~^aKbHlFP|EEz0Q@OXh?$|zZL;? z{Wa6?W_#v2KX!}PN3yZsw-D6%wY8Yv6N@3AM&Etc0o<5d*AOg#$x?5G!jw#nES3sD zh}Qdz#F1S+eT+b5W zuCq60BT|)-R{c>~{IwMesapc3F|3I3tC<73F0+P?S3@~HTH-Ax58L<)KlaD=&(Mv$ zoF|G<)A&=oyRTADPOi9Hh5_DZy{In$O%eL8_?2sAQ^3>xBbnqNnFKT@_nv=a$+`OQ zzWMU%F9>HgX||#3Yw(WO`l!p7Ts2UEVqW3HyT9MxHwuVLNwHgu)9^WMi>RyPWl2W1 z+0;}RbRsuDTx#P;fJCgYnqkY8O>E;oYW(o^E4ikoX5-bO=Rhj|8xZF1?z}CJxAft7 zjH^H`%qc6gi3%+o2HY7YZZ;^b^=g;?SoJHAiE!e?;-{H9UUp#WBkC(0lEVBZ)08*( z{O%#?YAu{xugq$l&Bn@Sjdysb^r}0b^QWHuZbTzqaF8okbGsT^X{NQ2HeZL++u@&E zB~1LWdgu>rcgagqMPudL!xDLdK4r^q*VLoeR)#R3Ei<7rPHDBPNZ_WYW2*c>(McOi z*PYVA_C?FcRopyG^z7=^$SKJ*w^K<9;xYun41-WvLS|TI651)7K3B5&Vk7Th66bq9 zz9f^uq?3(!z0-%QCG0nEx_?s2e6Dw*1xhdwXU8%nP>R*T%<~u)lxP4NSsgcJ`}+Hz zi8NrY6o7hgFL_l|>&+TV6_zo5Q_ow@YdM~A9qs@%S1X5#>g{)s1}{EFNt;L=q5}}o zuM+QQI>$e1c@BU#N+F+8(Rd*KhaN_LXSo=6&&|Kww#>sh0#f<3I3<$d+V+mw+lY+q z+7K6rmyD3Y<2^+H7DC3<_RYpJvq0);rR#i1CQW1IJ>|QB*8(#Ky()#HTHkAo02r*r zdDE11e#>vGRE5GF%wE~OnY z1#5FdB*%XTy3*aE34?+XFf0VOrpd=#ufuf2A?WAlCvZOU;d$KVyr=HOM}kJg1qR7f z=Z6c)OTJGezP`SsUdN&i4i0X+1$o<3rDWiM*ZdGjmwSG^k09bkubKN|>nSiH@l#~z zgJ^3yRKGc7XKpyVoXEBz-(}IciJyCWptz)B+Rh0M6hse>U3;Z1Rd7CuZStDf*#KFO zSE&$;c)=WG&1FHiSjNNkuPFfqoGUp`C7{zlv_w5iz3AlZtbM~_#i0%q(ZxUti|-UMXNro5EJ>r5PrAc6 zpy`IN1~$tnaIjEIQN~*KZWMjddu@W8C1;czE@Yd}`)duC`ghfX#gs;Nd^UT=)XU8K ztj6I5fl6M_vrCA}eOGa$SJ?&})m5Tw|MBmR>+a>Q!P$taXD(~NxDuqNx18INj6d!$ zk{F<9->aja9LTY<#qYZ*-0~Eh_eOYd?1N0APrFmKi7llFnTUfE+j8Q{RVY0~zhnNj zK>e}O;`SB%i`$Cm%TfiLS2lIP*pWJK!wo7WOv6Id+yT768a4R$=;-MB=H}^P!;u3J zmJGR)-FI^0d0h7K;owpK8L@q>(t3JR;lE&0y7;Zr96;@0WL!}yVUEIgmj^^D(=wHIZl;J-AzpPZoM9Bfaj zc-#i`)tTO=tAtR>!Ku8aRR|!@(raC>mM71{Jv%a$DLKlPcWLo|Ja#fo$^R6AMku?_ z{zDh3$?ZH(s_rp-Z?xz_XLK34P4?^J13V@A>a+B+5`+<}^1Gd%yVkVo2`qkKWV5`r)eUmtbBm9lsHiBQ!34>JT?wp)BNkO0 zR?{(~SyD0=YG|>pcLJ((xT2ed1TV+=$}eawLp$I*uy)8kDVe|aPP#nVNdb3jyLLSw z$NsFM+unI95HQ2WVEz=b(LAKJ{CV$jt?`>gw+p(ECbZGUn|=fHoW(1CL5)=_jF8>S zUspqoLOToD+%1b|^pXCAe^+|o|JZn4m_y4^ZTVB&+c*ENO{3rXj-~;TGC#*`FD*U& zZ4$RFx=8BO&3lsVB^&M%7OdE}Qv}04^Y4kQ$BWD}gEfQ^cM1Vq+o!y9tZ;tkfFo) zk2+S*8$B<-K@-Ev{TUtmPFx1v#suK8fL`9M1d}}nGYP*-wo;bl`o_k|YB;k23;wf% zM6*o)1y^z;c;Vg)VY@< z!wl}<0mGJbCUov9%+1Y^v#(Dzig%a19$FGk8|>yfJF;6By8aLJmBNRjG3)HbfW~@wh z#&V2|jaj{}?KlV{YgiAAfci+xWA_b=(Qun|hc^e4L&L+@9`BA!*L!||M-#!QU9Hc8 z@3#I!>UvA~srPiFf0!@U%vxd8jtaxoJz*H$+hyqW>K2v_IyED6q@IfJM&d8ip?X+- zFGT^+Aot6y9QqvGY-Su$rHRE$bMsuA)G}6QewikYn8Hp`>TId##AlveybC{#UR`S? zW6xYbgy`H;oL!~Wtuu6NWOfmaT5}NrT~?UP=bF4`=`b<08pPepmnnz z`*StXKw}!Ib2K$D5P+Kijt_et;`Q})Ov2p)17r-0Zj*|y6*D6ig3KlP`61Clw;|=_ zY?CG0-2l6M`A~Y^mQYD0tF_dCs6hqM)>;rNrD~EdYA-b!Av7Z%Pq>hpIvYH+9Vx7A zoL=j!kk?!+)fD~{*@D+}Ikx>pO$7)RwmMJnbsKfhko&nrHGFy#l&`vmw0<$ACk2c+ zHMV*`V`D+xUt9D%5?pJJBmyH6d0APb#YT4?VszlDa?)f3>?aTU8W&eW)X$Wy<^J9a z6&?=0J=8sAz=Zwb_TqyQ4g;P{Q}Q$eE5i@ZhWUOH>%+HgUWYUOa}rf+3us3MTnRVp zxe8_^Gq)*sclB=S-dlNBYXN>_EZhB}0;kaT3=N($yl>#K)tChZQ^UfLv9Pg+>xY5b z_>6o^&N|}{9UUBcdU}qzrqdKeMPInPyKhD02^F5u6?c<*MnD8T%Wap0x}r$>!b)eJKYt+=7Ja;Q@ligX3ydH59sg1~9dd$0SG&MI0EwGlup zPQ5r8A0H35!T1938$cw2%LRvAiA;?q|27;>z_lo;syZnRyB8FlV0~0n!~_g9J3AYu z4BV#A(}OFRvv&ZX()8u#AN$ViP%8g(YP2GdQP9wYoUC=90U_4$?w|%*Q);TX2x@(T zu&)r9We5WMmB60kRLz)F4$OytuSzC_XzVcwp11E!Q5=ZFqu^l+(W|dhUFyWSVa9}g3NbC%M6B{2dWnn>AqE)pD z?wXRHKY6CYR7FwoAMk_iEH?3jF~=&nQ(|6+z{iKX*rcSexdSRj#z-RD#vi~=>2rS~ zby&AWI{D{Ie_IerXlUpP2xQ84@BF``5tRedVAFiFIqP9*sS`;Z`nly6I2-h^{hdQ73j= z!OWqwQcSp6d{L`Ksd}s?o%ovzT&0VRHT~#}hBA|QOM5gp$K2QKg=_gx8+8ssG*HD} zzI=&^j~_B&VcZo#AaJ{#Rs5yl_YO4g3|O|=YTd>t2@srkJ27aHP0Lx(+{vu*kD<3}sDf386!K_)2c z>JEX!5mi>k0@3~4Bj;=yB0*CuH|oWDd^qww1N>pE#n*STRBw2($&=S<8}s>)pTFp0 zcS1IqEAqKw0WMK(yTpW)%_o=27k7H<0P3%ll@){aT($97_NT_D$Gf~=LgE+s%x`Mz z-;H4QtT)FJuz12irxZ-ZPZ7oBCfIHAbHQYZi)5~2iof~t0eR&+;uGTGk)1H#kj|_c z&MV;UYz;s#A4z`!e8ZXM(A)?T{@=h9J6mPhJ(BUEx38~l#m;V6@X9Uv3vk4E-=1g4 z#4|bVO-6z+PWdUqfEQkaEL}A5jN+gq*=tN-n%B@)vLeIkT9D@LY0?G>DNu^dv4I>mF&YHR2p&=?h zKEgaGz$;=|qbUxMSP60Qn6#rrBh?&bcd2~(Fn{^HH9-6Fz(Jvs38et?i=8~^GV7&f zQ$rLdEm5l5l)&pqg&rIL%0X;u>Os@VtHySC2S>-ysOIaP5GG?z5B@^sf}Y`FQ!v8> zR>1PF?eOYYeUL5Z+xGVC7J9p?Lh=tQX9DQh)bbR}%oq|% zEcmF4dXE6l7B;q#J-;A1ZfaU{QC47KiaWMlO9UX|p zPLqn)#Kfo~E-qXEgD+aJ=0QJcX%PZg0w#z+aZF@4MOP5IS*MM>0nH8wTK@k2FxSAs z1q`d;={L?UErqW`nH#&XdjMWXLPT5!9@A%oDNR@#XzjkO4<%3NpWbHX8vQnMm}+eJ zNH4#(^;$Rj$p{*c!Y7~kvIQ_lbVI4tSgt94T!sF zpBu*~%$}VW#KJx)wY5C;u17-w7(zW@&>5g!lv7!Geou|LiUm;F)){$PtX4vwV~dc+ z+zO)7h6Ts7YYj*kJ3Bi%V4na8K`P41VxK- zPEJ$#`wjkr+241`EYYF~gNhkMRMc~(ch2PMC0Y_dR0=@A5L#PfiVp{^g4Jr81+az? z(9B-Her+{h`-A+$cg4@2x2@CDz;n{j^S+P}Y&p(9X|8acw?_b46f=cEA6V`Bp(qOyt#_z4WW@QsMGIcsn^pdRY8C2r5xv4b=N zZ0LKl_npK3G%Km^y?uE_1%R9&0-Nto`;$E3c7JGTVm|!&^^NZiU!8`)Lt**xoC8(uMjs|L4RTj9Z{H~HE>d#FG z>-B5VSSmR{tX>Fuoa;k# z3mkln4=o2rPRrkCxD_p!DZ$u~iOeaZy@6z#B@0dlgHdqn3;6bNnMf#&6jq^{^9CYI1(^nZ zgY8x7g>eem`Bsq%b-XJONoU0bV^UyB0&0AFNv)Dj-z!FFF(~`Jz2ruWbqhZOj2jX4vvN-m=$g{QWi z?N7kUj#Bu$`*#UruE^Zfiv#rZdMowArG}vA>+YYtiwq!|($e9pit^PtiDnmavA(a; zA@V&ipNrIbuaKv69hL^VRq~)DP;~)D-vC7mcsZYIUWDX(pwj^TR$Tlg=wX2L#eqz8 z_q0+U(%!J+k+(!JAJ2acup|JO7r(X~d5A%40JRj{R|e4aaNfMhg6=d1Jah!b;xLGl z#Ej7dNw_kswkHc2P5e-EddlZNvhqMEf_ej$aGG~@ZNTLvs(VM7_W4YkMR6x~}6Or|E)gPYgNdo6mypk;Fsz3O~pq zY@#RkU+y0~t9?R?x2(3so&mtzK_}7a>+uvU)gTn6Ub3;Y@FZuULKLFW-ri zWcnMijq#`e!pw$#Nv0gSdux>*L9503R*l2rGubbY7%%GE2>q=>sw{UEH(z z5x7#)In$L=Z*FiTP7X`OHr#bHIY#h$3b_PMBgt4V3*OmnyAD-7KlB(_bO7eArYaNEMS2S|zz{N`7GSJWnhi zUWNyTG;Tl9A;wlueC|2O!`GO3bM9S6SxV+*4f|d-SN!Gu6~Mr$uq6d}xO@$EGW0tT z{qi}n(lOEvWu?Sq$!p`Fc`7duQBaDeusfw;U$3%(pi#0M-{#;O;HxnG*&Vy-?o^)& ze1bs9R02^HTJkb}wQc8A=NqsnHwYvzL48fk#@k&IL_UC$}f&GZhx1P*9%NXuNumoz){-Or@kcc zHv>tf{<;JhVpm&*4oJn1f3L~Bs`ls?8z1F>&thPP zHyG$vm4qcV9Kb5UY7x=6wC=6dSy@=Ur0~V{6GaSYuctsGJ8MH>#>B(x@_o9~8yg$L z=X0W&()DDN&x-{MWbt4}$PSQrN2nb4MA3HD)>GMiM zEB@_9zuaccVb5QH@x@0Vg8&H_QtrF)rBTWA(zrPGU2JW}4ccN_i9G$rr2~UJih3|E zw@n1$d%nmaZQL4QL%WMQGVINu#8Jgbhi-#Vp`igbpuT%m?PhQuP}z9M7-}3 zhHsKoNNkE2)J)b)s{f?`@7=~&Vsp}1EstRb>_ou)3j*HXAB^+_k~q&)49_Y3b?z!to3Xq?|}|y z6<;D|{CnY4GV83_F|I=Es+1PCmB80v*!lOxUkWK|_R5RULf*VN_KKt4$P2(2Nb2}M zd$`eRmsgjaY)gh&ch=4`$!cMPIk5>^Qs=UIKvTEb#4Ob06(ZaCl1pT`QXY25+`;Da z3{tPfXZpa!ii=3Q+G+*(Tq#*ue}KMQ?(^UQ)@!@cMFW5!O+`uB$zP5G?2i#aC~pj^ zv@`)&0!3brv4xIY+*ze)d~vrtc87zno@-kgj1`m=%lJyBQ(fl6=2Wysw^__~ZIdO` zfEDrCp<1lh0{Qc$;U@$#1lAyc|6;K!SdI!CFZ@*=bjLa$EL>(47Y}%%S82%sDr{0g zP%)!()Gz_IcOsB+sY>#cbgy&ehl6mju*85i@VV0LwNw=GSD=vue*gX~wf$o^b_940 znC{6rIdQ)|++9H{%~g(g|0@U@F8}ibYZ0&F_l{i8u)!Wux6IpTIT~!Cz<>q{wqmXn zRaHB{^LfU8U{vR{Km8g^w~g#tSKeh9pj?z( zT$iQ6NWjlenvP~6@bdCLXBimGC@U*J zdn@@}4=KpW{lMPipQcMKU@?&|IHjYZ(Z9bw5xCp0@B&o_I8d~_BtTU7j^AjX7L_(9 zfuHud-JymV-wp3~2jMX9dDH~+d^un%vJhPfERM@K*S`ch^#@s5Q~;URx3;ixaXW$7 zMZ?5o0+vTP%tpR}OmYC39z`ZR)E7q|3MjS_oBMFagoXKZ89A8#Qn0aMNhn#I;3AQW zKPctNyj}9SW8`<)7g56TxH=pJXa;=P=HG78_W;g=Si;7}ZU=&q`)VjPpz;Dw_h+Vp zOM0F*Ab^fj`?~p03F{(V`BDM62UH07P#P8t{_1lODijPA=I4v#K~pO-ynvuVK|wLn z;`?L~sf|cJv<^6)RM7;R*Y)u%`bMd0GqEbT5UmnCU*9Kab@JdQv^rJCnlcbG^LAo~ z>-qNyILH4l{8|AsOa5<;iGrS7z+o<$HEP#Q;yTjg=?YYiXDt{Abk}U zOZOksG}1S)j=@yZ?-?O#_%EAX$%?US$HicTP*JgrhXLSPuv4=y+)S3$6(VE*)p7P2 zyZ}qy^XAaW>6$o#IJOm{WYOqP{NFu4GT-0VK1l(eo|ENBq-C;>Hot8O=95Yu_Qx8V z1sEDe#?Ikk3@}VPTxb9jL{wlS$O6_2D=<(5nkyR+#hztJX=!9o`%kDaC6quh1|rA4 zi>Gxn@d{l0>MB5_fKLH@=hbkh9cCo~puzFfT`WH2BXFY-P!d=PR>uKTD{UDLCN5@Y zs`U}YH2%I|yuX;15+UeS`$G$Z{VmNA6UGu*W9buS?&Wi_&zDN=>;AK{jl+Mi^)rdO zmSm-o)9|QQ-IWd~Vg)-IzR~xTj{3rZdpT+pBPAR1VH5!|s2LAcMr;8h5 z$x{45gk<5jZOpI@b5WY6n+;!=eyBj&7nYX1rNul7wq)i84w!J(~<0SeXM)S~VZo8A;=$ zJ1W@TENL`F1*YYH_*I;{yO31xVcD&bmMi)L0m>V0aAd-6zwA z(O+5c?ErzifC%F^=|&Hl0MmneQ8A!=>O~WtUSPnak|&>&ogE0oZdRN5S}k{y_)KKe zpe>?TN2xB7pWs`+>%*eH$lGt&n8xEWwpsmr!zz7{6PVcUR(sZ-jhoBr@c1z$ES5zD zf5m4-V0K5TzRP(dZlkn}${THC$e|dWeu|^+J9nvXY!!heL5qbzzQAxEblYvMo*QtT zh#jI_FwqalRJP;&GXK*FHXK? zH?YK=wts5XTzi885&^JqFfq2HWdZ~ON8wW@K*9d!qQCg0m6FFR5v~0O&DWkahD$VC zL)W4QXgJ_WK{tRi6!q(F5E=rz5Wr(1lA}BdY+Waw?O0ZSKy?TC{bT?sNaSbV?6ELkqOOR5j+B=(44>v}cqS*}FQJZH^a4jMUYx)PDU6OyV#K#N!YiR2L5UQ;F z&sIO!mD*>F?C9tyv!3H3y{JdfDCE3bo6TrbjqBs$Qhf8sDyB@eO?on@sdiG?CI>p;5(a#(n!1)dT4lAlBN;Wd|F4iU52$fl!+0Sak!Wxfl8j(txH7OdMZEK!XYK!K1xX*I#U-yrD`-|H9+uvT_TJL(-^ZwrF zAid5^TOWg=0!8Kfhpy^Z7OAw{rNZVa4BiTC)jz{FXnZ5YQ!rhX~t`6 z0q#_LvLo~*Ef5RziMEBtb1lGX2k9R--jMV8v8e#D7<&-z7%I>4B+aqq(wQRaL&rxk ztj6oXGxH5EvgYmX7?9KTJ+y`+bz(VlSVG%`cT{Jfo`o}UuP$*C>X<0(|5{}%EK*X*ri96*K1PnfsZ|H0<@|nGJdlkaognjKN z9$`ww_}~3LQA$PB{qAh@Tj~5Ca=%;NL`Ow%J8!t&hu^~_eI9SMQiOVfGpWU7Y{5}k zZ57jn)iN|=YCL3~xcUa}OYS{7?K~oKs<-q+O@hT=3yYxlqjyyw!(J#PjxGHBAv*MY?tQ|-JH^C8P`x&iZ_c-L=*%}_S!f5H-C$1d~8DtG_Gyk_p$XbGa@WRU~GX^26Ah$RKS3s7>ihn zc^Y*`YS%}efeiWQ=}Nli&!_zzE0fMVE1Sm zqoWscnbxgiITP2 z9rPvLKr{%yyU*T##OIQY#H;dCKg?X$VZ(U$G1lnMq-^c@-*ZgQz22r8c8~Q@9_)e4 zAL}O#y!D|+zH;1vyM`R6J7-5}X9+2KY&z3Wl`80oaSH|8=9KxBtMP88Yb}sF_ z!O`Ro1q-^PYZbFowK z

(Bus(C~@|q#9-(zKYf>g_M#%Q+20o-ZdIB-au3dJRmT{LGLm!9VDQg5h|b3a-Q z!P3R^)57AzF>cZ1fbgn)fyIAHBIh`)Vfm(@yu%>QdP&c99B;pjCJkA8F5b9}%TVkq zm3i}otTvlWi|gOZ`{VPp-q-N{(VMl|_5pMiH*49ls;jNaImV~xJE-jWXulUjqq9H- z`@5(~DS)@WlOeK$#p^b(9CR4blJA;6BE6^c{j5cm#Pb=V4S$n-%k`^$JI+2apMmM& zDno=^quB2)nttw5-6iS5O3#IrM*}@|e$ycj;gpf$1WKNfYps;v-|V$N zhe{-#R5JXWMqkgf%zvrg&+r9~=!YiSLhF9!c3O}8&ZYXxnp@DIA0rsbe7+^dsinu{ zjJ0~{kfXTk;7!9zQ(TUDG56le`fy3jIKAnT3Azja3#YJSqKz2V@u6Jx7EIZ$X3xH) z-C~DiT_`K(=4SNP4dYZsdTLfBNuIezh=0GAohmqn zSoGtjlhC=m3t_mjK+y})D8bD*lZF02<2Bos-J$cjdvf6~qS2M9@JKsO3q@BXd+1|) zW03iYk4B&RGBU02`@Pppl1odN<6LrfuF?@PWQgTG$27umVvGLjbR|bLf)YO&(ic}JJNJyaEuY%8u z3Ch+y>#m|L%z@gH>}cs~>b$I!ss{U&;$hz8PtOB+j%eBtSVxzX~?7BYd% z;vnji($mv(%PCp+cbyd0Ny{PsjPqR9a{)hrmrTrql?sQXkd<5hMgRpGO_a6q`__RA zqA3M=tx_LH9ATh=$}YL~bFEahXQJA;-?^Dd&H0Yi4sU%7hBW5`&2w6hUa8dAeeUMg zH{4MG(6}YnlAHIaeaZy?V&cgVfEn<0I&FE+)(}Ucc#M!k@dgXnSqTaW(T0Q%+>Vas zLE-NPU?aTd97qXN+~)!fkGj46cKVn5-i1}q7fh~^!*R0-m6>ipj{MLhkioS(&@Qi8 zw~pq#ku%^9j+VibllG|5RYGBdQwO07P3w8U;B7x-v}Vr(Kd>0`D~opMk=&&cC_te^ z0&^*z?PWf|$qauo8PqnZe0HZ#|3;dwrQ5AnL+&Cac2WSAcb_LGU6V)eR8q} zUt&5t+5-R=y*ibs;GYE!09;=JyjXfJ1@eRXKto(e+0|}>Nud(}1}5ZQ(FsCsUQ&`B z#1**C<{uTg=2q*gVso+``p7o`eTtra9yd#Jj!}qR| zI5KFc{1H?R!-6`z+Z0t7bcY>|{7^S)>gr4|)&LubEg42KO|Txk9_N9JztT?(tBs8f zp_@Ro@g_FC$LC`ISJq%By&G`+dXIwN4S2FJ5LYhP3iiFFXC?ywU?6?qITkcqs%-M4;8f^z>z%YSZTwGjq#?>vZ82O@#;@z=-Kqoe*`Thlq-8mlZy<{0tOAAu0Mqz% zS)8nk_%Ezt4}>4@Pea!MZjrnvC1tOn$D9eE5{RireN{n{R-Mtnifxe>nfqk}E+NDf zJkd}D#b3)u93^fv3qmjE3c3rpfCHMXyBtcDfqZfxglcfx6;O4}nxFoL_4Ew>IJL$H z#Ke+;t^h1#1k_LkA`BJBO#nEEy-ouDLOub?DM3rq^|B#C6pq*Kuc)fB?Ji{`HEvk0 zAt?it1W_ka+(b3P!3Zz9J(%E$7cii?oA8hx9v-Ab4+H`JH|4|BGzhNOKSmxx^)=gm zNOPb*Mhy>@XgfqM2Bz&c+jH-=W!pn6r^lGcTK_y&;)4h<#$_ajhR#&iANltR3k$jO zy%qHA?IkzM&kA(sbJqcg5)s)1G9C2azP)?9Ay}H?Tm$WIqKez=7#hqQ#>dONfS z((4@FY6e?I$e3oSVo87yk0%fkil#f#?Pt--&|%xU)k{A^ z1xzg)n-UlS3|0>&a^=;7zpgdXRt;&Bz+C83C%#W8*SxUlQz6s=$k;jXJuM}k3c3b1 z$`MtOVPT4(qgDX+F@oqX%KN&7m9-RoK?fh#fuFIXXXJ&2hZC)xcp(8nBDyicqM_TE zGE(-MhK9lTdwdBHJ76gk3i=M9(XwMSKAC_h*r8lpbvqo}EE!141msINHR!!GVhT}M zri`@ZnF8e^wFYXMt^^>NTd>C?YX^blw7U8r7Pm2kLEz4#^sJI*%=i*sQ+I*gti zNX5ayf!YH80gW|h>jz*#vp+poJ|NowDLdxjTXx}2w>8B#ARzJS(=~Z*XVD{yfguJJ z#!dwt7%1lz)>I|@7GN4SqX!ZDb;YeZWucUT#JHWzZR+g&CU1C?tTrFOD8y1|^sB+N zIYzWQ#0D8=kqn0b!O%wgtSOMuaWhs@#K#2N1e6C{xcdfMKtO;}ViO)$Z;+I*aH@Xq z88tOyK)Qr6Eu8v%30oF69Pf@>$**6t<0i4g;q4#=v2YpHhmMGf*2~mxmvw3Z4@=#e z3xA&hp# z(%G>->{a&P8c_gw!4avqp+3U%q@X50Kio&kwr}`)$u9`W1qe;Twu$m%v6) zg`iG?A&R@EaqgV3tpPz>`NFQ#ptd4(GT)euY?!7??>j!2H;r<*bUPIPu4FGf5pa;}sI>kpGa< zD44V!|NWU)f3)Wpj#Y7!Jd5D{U~Na6PVyge7}f&#Q5m{JiR?uX8qP#h?jw|8mnDTE z%xE<31tSgsIW#npwnU)}l~h8xLNCDb`WP$s7}c@~gyfgjJ&NE;KOh}(A-z4o!I4ap zRw#si#L82MUdUYts|`Lpj0hLmE$ACi_+7!nEuun?|2-vi1vwl*F?Q5Y;RILcBr1gh zp6?ZpIi}G`9)Q6Kuz!K)TsE-l|Je8;HRjHO)@9XI{HsNI8);O<8R})%|M1Kze3D{etTw6bUt z@CQT`F51)-F|rDQ6KP$$>xI>^EIWa`?G_aDvB)ao1gxyA%!FTH!z1_nx-~UF&Vj;% z%tGuR_f)J1q&2=+vfmwLa7UAL+Gg*vQhv|Hx{$@Uk=)qqDZP@G2v;Bk}MpW>6^ z4)1PC2-0h^MIwD%@2qmwb7g5JhbMwHM;)jP3_}X?kv;7b5iywtEQIdPf5 zPZQ_anJ|UGX*VG8@<$WlL_qLw8f*j;VnjxVt-PY4AtcUY{53d z=l*g3x&NQ%frkz3T%Wbp`>uDbJrSzPGT0a|F%S?Cu;pZ>)DaMn0uT@o*U+8=f8m{2 z+5&zEx=QP~YB*TAdYC#}A}E=khvFX;wT{1w`xf%-g3v8HFoV{ zl>9VtaT3K|NBax5*48UtyV-Ik{$Ae)xv-u|s}TTSg}o+kCNWk2Zc3}+aIzo}{@cP{kB1jDXdyH?{GU4^l7xxN$)QI?M5K+fPZ1R% zolwuUdGnX+)d9QwbF)J9gSqP9t*tHEwrJWQjLu+cIy&Sy<1asd{-kYv`Oo`aN;o-j z1BZOSqjZQUMi4>sv0wf9Qew;4o!f?JjZhf{j7`{*RUm(ViF!XRm)3!l_yDWH4 zdx?#?{O miYr_UHY_NzU01Whd@9`2qGr#Uv%ggMIkom%;2^C{i_7OMG8PsV(`gIEWn~35H8p=+oSd9o*#BFx?JB1wT?AbE zSg}U|;BuOkTIG5ad-Tlz%=kKEQyHPJzyDcWa_^lL6@EPhpZeN zR)Y!j7ssnq0gn%G4IQ0<Hi$myiR0rH|PosG-;5OM%mhl)YnnV2*P*^n4z$D9bbEUTjmqJo5p)O+t-=Bmt;f?@ZcaR z1R~-nP1XOi-|4ir<8hmegOX^h%usuyLBfq`UC`>PoA8L$t${AHy@|06iL?z?zXd7D zU-R0qEY^305=Ywd3X&eRRO%T}uy5@Q4R3<@9b8>UH@mtLkP~t_k<=8rnLbOi|4l6N zQ5zYy-xo_pvzRMpzD5km%iW)Rl12^-2^f6u65R_<={$3G!f!Ey$ zQmPSkWpX`Y8>F5pq7Zd*rKiVB{Xnv@a7pj?D=arx=Q#z=z)*q1f5*bt%~S;LE>MD0pzZgaXp^%dsZ%|rJ)EVD6p&RGI#Ts^VrMlOg$+q|G%RuoLbhumrAV_ z7Dm|e3cajoL|SM_<<9l@vxs78F)({LPxeK}SrI$^%HgBcnJpZ9)EqW65&F+0+l@OV z-%PgUnZLB!WgcXTkow(M3n6a7k7FTf+Xn}K-gKbK-xp)I81e+w)<}u4$V;mJa~1Li z$O=}h2zW6f!VLRhf$%v_NV~7JKwy&o?U68ZmviIkCH&Hp?&|n$1eF_zglWTRk*`Tc zx&-$hC=59b^Ugv$<&{FQ$>>Tpn)hLCFDcl;Kl`L_uxCEqcxj5ze+Oed9HJ{+$a!ue@J^IRp zRjLLJpXGqtPn0VQkd`)65=l|$ZZz1yS#2eKyc?!w+$CvG|C;u-?Dq4&_z(#Vbvz%f z@x9&tSxPK&#}pDaL+;Uy{sKf(?XtbCPS@-UFT$+uTid_hXN9Zl_v6NGC4VL}9mIs_8c^tfm+HJr7^m@~Mc)|DZaA>HrbNK3BbPf!G;Ts;4%WwXV4Lz2e z!gXf!>VnYmr9Mc%J32PHJP%&)DI|FaUca*gR`YL-0Sbvm&$ou#2W#?0ds_dM-q(Lz*oZ)ZEgn&t?93%zGyCpQZWYYvEbTXa8)ns?Qc{M-8M##PoUXEK zmo&%5HnP(c8SdFwG;j#-EC2$Xv>C>j6EI!cOW5q)a3Fm6`orQ?=kDciM9HwuOb2FH+`wAkRodMR4zYa4Z7CG%|Op<(g~5&atQ;q3(YMVoh<+3CeJe>Ak%TgkpM(~!P} z$s-wmhf2<-I{55sfy()5*#Cs6$>uw`3j~2Zxm^Z{E-g`00i9DD zA8{DsZWb-kJ1TMU$%G1HF)uOIrJPw-EzwLR_({hhV0! znQ3C{mywz7J^ja&|KrALS;`;`B`3~1F0978kJYc;_Mc-C4Lr&vN>#lMQOcAm z5Xe5coKpR4IIpN6gaGHOlm+OCC>71*2Uk{-;{5>4LRG}oq*4bP1D82L`Y z?sY{6M~UiwyM}ia(5hy)pnR#(`%4eZ-fKlR-t2RN$Zv1KoiB&s$30ns;36=sbU{I3 zSFsv)F0DxG-9oK()aCHL-M!w&udU?vt!ni$u|%b5rUMUr1y;G0vaagtb!b0yU}wAd zzLo754jt_0y5&56=T;F-wph~AV3x{ed8ySJOK{mY<>Z3TjRIbM^z>$K%k6EavvXwM z@avDV7Gv zUf4j^xG1Wz4^6*>gj88kp?HhC8R?R+Y42W=_G0~+h?&_|x|awTsj^kwpdWaQYa=}t z3RN%|hSBIN?0RJI^s>!pFu?CO&CUJ!M{W_5fX1BJa{PvK|3_M+S3K%{TU$^!9v=0j z(ZIk<m3hIlLP7&S6N{&_M=9H)!_ zQ;$bm0-h6nSZKrm;BBFvi@ZL)J=y)7Ox+#;gX1)ZLTa+%qJ(KLXnX^DE7SesHCu zLB=u(NojKUP=A`DV;9QVy^$xP)mW0CLyHnyekNZ;qll^;Nx0+&<2U7UWyQUph>xeZ zgKx)1l3;0dw(H9tg^hdz1QWf};HXSsDks0E2_T zvH}m(iV^Z({|kqcqZaV%$4gG9Q;LtRMmD-T?z7Rg=Y&XC5ftAvU~=N(m(|5gAYpNF z^^NVr2FrtIxKPiC&vqF%&jc>tI~6uBZ>X=-qT=D&DhVcF6HsD%p@ z$owrPfdV#ZQ38tCYt_4CbG@RyxYeDRrIiVLK# z3R=+K>z}`it?=^S+dErGO~3=GF=ip`&noms7b^5--`}5`p|G))-D06)lJP-9T^;uK@}==M8(eKJ+f=fcBx>rTmlIXOs?B@5Z+>Z*F)ugN=Pz?`u8uP^ z${fM#7r*zr9^-8GOZFd0A8;&3jE=|j`n({0E1&q2?gan@MA4?QWm&t&VVD}<)g=o z;q5nXd4k7<6wKf$9Ld%mM@>9WH>aqN>54gQDX@GnD6oAs(-$4>#RPrBcOKlj83b9Mj*Q;th@Um7D(HY;X_v&yctmb z`4Ro(}{Hs`piwa1QgUG?C zQQo(atS@Jt=2nf(2<-SGbnkCA7y558-lC!m`nKMH4ZO>tCJnRFDYQ}Y9`s$0;dy&C z>a71g0F&}JG^7`%HRj>1PnX0Z4?mz?JALbMBfo-6D0ba@3_S+#l!efD#)&bPzlbMP zsZzZOB*drPJ=Ayav%pKWR8P>EZGUQa&-0|_gTz5}sm%NN*zk$JzxuejX~|9*d!V39 zq?VdQccfFPebi;Ku!@0}zz_Od(-lX|H`OI39lnTIUzLM)JeMbJ11)U z9(sk0SwaX&0=25{JeRG8Ve3^!<7-I?*ykqaLRhv^&QjI6?@T{{D}T zcD8;U9xV~a%HS~oLFod4xXnO(Z~i>cGiWh-0Hu*oV&eAh4<}j!_jD+0E}`RbinDiO z8WXt6ZU4{s^$IKeW0Ww2sV6)t`PY8(B$v1G)0B#I($iy$&c~>zZB2C~6hf4(lx@6^ zxLsv7R5AqrST%cG7P%Y&0*J9;nPEQH(o)^3ARo!TO|wQYGpbvHnbDa`?xpRFY!-On z&d6J-p0m~QDI{cpi8Ya=t5Kl(JIeFO-|U>L{*eBdvvx>2w4zyRrrqZ>6ozxxxE>bf zMsV8uKu@n}Elx}{)CAD=D3=z)zV}*M`iSf)&6po#q$9pOU3aW+r`lRwQ)0~;GVTwI z5{lc9ob*%SDWHJ|@bR{E8|*N*bJS-X#(Qvu{j5gCMJNBuMS)8$v1l0=t~SSn6zuep zBUbaryNu{a<8Ky4Doh&m&Gy(*ic;S@39XL_OVeSKF`(mwhJq!=L~0+;MJYi6r>9`Y zo*wBRAt6xPPsX<2#)D831{Ys&XQeXQYsT$<8WZFlF8mcb&Q3vP%pS+evSqaRBVMPu z4IP&l^N>Du;QYdErx>%vP=4UGb#{LM!mVhHo+bNn8|q({&g0XlWBoN>3i)}cmRZ!i zoK6A0w$}?woVrH}oA(GTk@-KkQaDo|E2!;ZO)lFCts0C1$0GB``(I8krqr9aObol4 zn$+{RP4L8ul#}fVKp^!>E?P-8%UPqvs;$VNppUGkI%!EBa!ScA>?se6>6eH4?5zOO zT^_SzT=#A#jLa!z!XiK2Zex2q+-*E=Y`}ze-G|$?%0D(hnwQPo^qb#roaEE3lrn8EWZ_d4y#HtZ zlHei>Kgz?Kp?1%*Lss~vllA33%8CRu9~zN49ZC|AV5S()P8>g^4)(Kfy|)}-;I-dj4~ZkwU7v*0o-zh>NYvzv3@sQ>5ufNc@xP4>;PHz>~lKD;+F_kg!k z%uZMDZ0_0na_%P`S)tcIwo-!&(8ToURUcZr#u#E2mhZ#u1>d4hWL3iPRmub_l*r^T z_LlWAo(CsU>DHH>R;&R?WQ)3a=et8%@{Jgu7HNM{p>RZAa$~;LD8dE{r=tG;aB*=K zLZt2ZO?hKyS^q6P!_YZ`Q}XWaF_o>hE;EOjaX+qctD)p9?YzTmf|h z-I3-cx3UqV!Lj^oPbFnae}kAdcm?!eV1U*fGAfp~635m>6f{X(qQT*N<}@eL>DCFErA*?l~pLzd$<(HI?nq zpwjq8>8I^zIG=?&{AyfQZ4HVx_z?x9fjWei%_Y9%U0C?p0|kEf@TpD7fxW>3z4bf> zf=jNmyyoE!Oe7xb zTA&$WW>gkAXoGs3hNn7hYvTCX+JhB_p<(K|&lBknoP*9mC-cU_sVT+7Yxcy&r>F|h z1DCm#;e>H(-L2Zu(y!QAip|^VH9PmMof*%^p*-=wh4+xrNCthifqM&DI3cUa)j^NP z!{OrkZf>EDv&+odVy%pj##^^&<8R8B9%E@jnj5PlRyvKUdS1N0dec%FD~nQmnb|{I zj#CcBgJHhd;3^+_Jsc^orpEK&;ND46Vvn`c$Hz$zei4JRl=fZ!A?9h0&Et0b^-b2+ ztV~vJ&-NH9!{+z>*p$#_ApdOkf*bicVx!nY^_fc8XjrHtO`c3Pf;Jt!49mv#``w-v zo_Fr%k`WL^4!8;YG4APFbCoB})3=Y$>GrpJ9DES=u5O#9kGrC1e8&8ELN8D8TrE(| zLdxfuPs~*mf-74&(K|!`wWFC`)`suDhM;lkA2pm*QcuPR5^35h+-BUDoyeJ z9~=t)Ye!ge`pk5=jE6dHT6hm7_26r38n7MBfoRumcY8n07=Qs%FHK-!A&bcwXV!f= z9em!zC#3FK2o5avb@xq1wJBjgJRg*_PVPk&`@c zJqfxntzX2Rx%KaSScE6;ElIt9OO7kL0R~Tw){j2=T&U}}GBA=wY1P(QP_zv3Y5X3e zTdj+dmnTVZeU5wmDbrddtt*}RiMlTZ8knk7VSK}MZEwV_yzv=3_E!f};lu~}cK}iD zNEf5>yOl;BUI}&E9Z!{liU;EyUgr9!v$;`AdwU#(gj3?BnrPHoiwp6z!Yd%Fel2LV znxzH1cD`5?EZ6Ohc_OJBW}w7eAMnv|^S}@urjf5!Lvxx~NAo!3ZGg_!!jC{Q2S{2R zU=5n-!YGlBFpJGQStY{KT|mCL=sTr`@9!_I6dpPKP?)06nl}RuHt|Af^ zB6|q4ncA{Gy;@W!vO2Ty>a$zujN+W(c#SQ&b6VFK^*MR>7*6~3%UgqA@D+V68zQnZ z{uduHdylmJUli6(!isP51S&>lTr*^$C$5gsW+MHn9!Ps44gB0|%> z{Vlg36P7?f?PUGgbm29~-@Qer7z2~cIEJ20@zdf_%Zg^{l?Mu0SfgF`SW$%73w|H> zdgyofad@H%(Zs}yQvk7M`mYXq?>wkawU1c(56j!|oLqmnlAvRj)-T=S>CTiV+5$1R zbR5Ab-=E~$o2zoOy*+rW`SCkiTQSq^!DXbdAhV6Xf{nNrqCRE=-Un<*+|9F-2GaX` zU$$$5iO+=ob51%9HBRI9@+=A;aP(D-a$pZl%O*$nr1TF*)W7h0HrrOMB^K(^l&r9@ zB8Q@&=#lG1WcR;+P6sydkkscydZ=i(h7R(=j7`3z&Uy0NO|kCHlx86YlSd1*h17Dg zZA_M)30_kP3;4R?6SS&x{z1|rkj@hlH`|g0ahUhZ&&QVQ)4y^(w;Ig%eYosv!Y7lk zD*84545TM0XjZPEoRZ&cJ1fudhqZFxaiPqpUFD z6YD}Q2w`7}936jWCJT;7j89XV7Sk!!4AFI}Zv5hLM1XnfeLU!9-=f4*a_H_=!E4xn zN2R01kTT3?2is^kt{ojtv`)=3m?}SX6q-|SM0pl$^0f9`l%LAd5~!O-d`_Hs##^g{ zc~Nj?tcdUl)aB}}pK)JVlIRqo8O(btA5$6>O}jI+vG= zUQiij>lx~($wEa#Le`L-hnySt*4btrXD~8Hsp((}j?mOK)!5c>&(g95N?gw+h9!G1 zk0vE>+%U%Pr8-jhEVJfcGFjML`^n8M%m#k7@n}0Ok31etI$a$=<buiI#H3WU~aldBxsuHA4rXoro#KfV@rbS4|<6wt0v;M;N zTV*B04$ub7>Qt!qI=Q{;f6%nteH0wu#@o-$HJ4=kb>A{1-bvztUUpv{PD`g7`x_#MPca*( z0Ewd(pt#HWHBzv}!-gK;Yt8GD^3U1A(jzI!gH7XNoVI>@g@3yH-T~V_@{lP z*t-*eKd@6$V2j;Tqtkm|LAfG7+qEYD;sQi$7!nBy(>^7iVvdL8z%c$gFCb*<+4gKZ zaa#|QS3KKRd?;zvw`#Q1Fg%YEz+mJrcEO*}WZf zCePnQFHMKqKo9+3pX1M5dvza+4_4mntFJ@|qtn*KzQ4yhKr})^lDfEkXdC~CB37!l z>A^T0FWmxlrwgI`)znw?Wp(wh+Fcl0YpLMYfNMM--R|2PNl0O6hjQV|-1fk?U_zo;FuR&NK!P-Fmo(XWR_0iA@x>-}%J@;+-b<=~w^&UGtZ-_R25m)By& zELPXLczbjEX}c@S6k!gZn(6os7BsUT^oUc9If7pEYa7&6wzKS_pz@DOKTd16kErX$ zc8En&tyZ~E;D7=ca}649Tm&fYJtq9UAYJC~Ke0q$KsWO3iBEfWsC1HRBaiuf`#mz- zzbfgF^|_Js_bzi3`MP>{cLznpR&vO^`t(EOIufJF2oTw^Abiz$?*M8*!t=-Z7R)*0*JYhIMQwpoaZjhHP?>iFX}k1}#zQd}3b9mQGX+$CxuT^Ty8Qe^JwP+`xT zOnLY<0-DrrM-&w}y;JxrNpd#LLY>xZPOmZfwkh|Sqjbl)4Hc`+al6j2o#x4GEhyN^In-)K0)B z$C+O(O(h8B%j_Mx?WZz3teL-3A>qb)7Q1fs=;L`O=GVB4z(Dz+0upV`v`Hin$Zc|} z4=rPhXkz22Sn-%r!aLTXQvL?r8OtuzkhR+|(_iOf@aIiG=JQAGlq*->h%i-ofls&7 zK&Z=l<2l_wVj!02+;C602E>uhAFhhuUMSz_V$9C(-rnECy01556S7{pm+7#6{knhr zuywqrAmxhwBV}&cW5|ZQ7qq^k;_F$| zE;@$O>9itos8^t8+Y15t){ldEt1BKPhqz)tzFt8 z50G!2fQq*IBZ1m5=i@e>-OfNT2G1)?B|!c<^4XRl#{mga;u<)G!agtiwftfu=Rtl0 zS7h^~-Z%;)v+%z704k?O;$xQEVc{gM#skr$*OZhvvsbRuvrS5WY!2@hYuh69X0Es} z!M#|!5ODG`6j>9H=CVj2R*pWm$BX$U2@yH%$|+*Iow!n@)t-KI9X-NWm!C-Qt0<{ zdsew>oL;BGg;YhXEDP^N?D)LKs;lApXy-#`eQS&2N4&Ap~%V;o_*{UxCU#LH#NdySG!1QcLHp2Yw_WnfA`=S8Z8m`Dt-5weu zdp6R3IJIQN|CDjg`B?i~%o7WDFmF&qbi<~(KT5sAQCn5jC}7@#0ZfhLui)01V@h(L zd`V1Id7tLM=O-De|8oB>^AIaiG;z4aKwNJIw|APdR`)-RiG&0w zqW69MfS&s?zyG+fe|t~Oh@~dnyYG6d<|x(4e%B=eBf1+{A)pl!=NlnP#vgfui=90F zh^Xw$;vT<0V7a}4{OIezgJ24x9P4O|(+Ep8GXYcoq~;lteE$R0`)!?t|x^`4c6SVOCe*ZOKCg!fCB zdRhXwe6b!9?Ur~4%dk0hnstUF~o2}mVD zR*lZR(nihH9%egW7&_|Upz-~3A|C)i?z($=6NvD@xz~hRimPHz zEr&Ju2=48hb4hi{g(=oMy5@J6g$fo_3*jEUt7bj>gzLM`a%|QT63f*|+ZE3B1dy&h zC#|Nh*S&jAH8c*-N?o*T8LY9->&MKs2RYute*LVMyp^f+=PJIW1|NWUn?tia^F{hK zOJUv1-;)n;F%oulRo7JHbubY95Yz4si+oejK3%%;xV~o&>;k6Ao~v=&OGvcc9G}-- zzce}a5iA?Jx!Rj&5KIM30c+QOQbxH=`9=CtbNqxP7nw_USY|a*v7BG2VjB-N# zvxAyodv5y?URZ3Wm!V?~bhXR;LGeb9r`9s=+7+lKo&(qhxsPo0^y+@S+jtXOr=6+B z-K5s99~U|vo&(b<`MY0ZEyir7EZU)H%pnE_SfbuTo;`6JJrqI%#9pSRZVv*fnD%Xi zJENsJV%(rNPX>5GK)h_kMu0%++3XTkhQifYb|b5@$J*W+2D;I?^SBMON^!i<{;)TF zUtm*nKUU;-?8SzLMvzgwPp>O)ljBou*SqvLnK_9&Oe*~>4FpPF#MQ018Jc}Qz1)bz786)yS=`4{mly{5SazaE>!} zat6San__E)ax^W=T|Q-Lb{D!e{&E;(AGQS0pJjOv{GY%GR}N^ItfKHqbc8M3Av^V-s# z_KoAZ?-13{3**=N3)i*9;P z3g_|r;=zA1R^#%Ck#!v2ea@|afaN5JmW}EUXJqk0SQoVRd3zwHfAwR&R(8XUW=E~? z+7CdS{#6npz5|0MKZ6jTZQ+Jjb`Zte0rEzpgYm5)MvS8>%w1kYQ0n=+8ONwu&*y~F zz*L!#ln3>k7)fe>@1Lyc_l>MjG-&6ZlNql*z>I)K@dSN6rs>tQf+Q-$3%EYYns{Ev z+el}~23$f>E?%eo;GhFvOvG_GQbR|(Iv}xo+*ECS*YosDZ&wLfXc1`|82i8^makk6 z8(1ti_S$rJnxe0$J3UX{i+cMoa3gO|2eA7H;V z8>T#fi_o{|tLd5LH~y6P(D-d4fA%npCp?`eoK&VHeFOZ8k{_A=2u4_)P>_az_q7L# ziB0?ZSL{hAwS-+BaIQHvz5~CjmqB(8GrJYLODf}*UNg=J9DhE6JhEJ6K8Ik$&Ppol z;y8&r0n~Q-p~)VhT{9T1YPw& zqhSMBl@G4!u$9xIH-Ju0GD#^4Ykv8XMN1o4x0rm21D1K|IRBr15{=!4;s9qORU_53 z-_Mp7{#y{-tlhi}dfgu{sc3?=r?w}Pe2IGjCwq@TNpOc*z|>EOJiXVeKnr6;DcS_ zYfSs^YBcE!hT&B{_$#k-U{DOZw0Nh!_x&A}DW7*p-iqX))netxgKkmc4GZo2W z6b&mZg|-Lod#?_L4g9PoUM-z1v+F1lt-QP@D(}(5ryx)&sZ9dLEQWbfosO5hncY(G zNM8)LwH3YCB$1MCis(kdGzH}dEmvKN1_z0}TEuiePxWO{Ag5Zt(9)u4$S9Y3E(IJR z7a|%24M59B%7Wt@8+lQ#UpXR`@lN?r6f*EtocC{XgDCbHg!&{+R7We- zd$?UIP?wuP?caR+>$=T5hfG2xkH3oB&nnVBggDixB+CezVBjIp>p+CN-&E?qAZbff| z;ZS}@=$%| z?`&Y8|95}plaKUu06Nq;eh_X-0vT9*3rq#c?1*)HWOi(3w9h)4caROTjDl(C0)Ie% zd>y+(y?emUKq+Hle;zB7fZ6PZU#h79+fLwkN!?vp^&$-Cp@lcq3qJ~@z`JX^je|yz zC83(s+{rGG}U+HfPAJ4W6*h=523 ztx^X0Q`^SfvQBG)mnCP_&?Rr*>LCT-hn<>jmHEc%Vu}p-ghv?8!_I@O!?X**^vFhK0_K2l8j?`Q#g zNct;j@{o|uy>I+)oYp$3Z&`1|>WhVx>1l-rD^%E?VVP3vH_%PvK$N+nc_;0`ApXMK}{8!)Hgk;JhEv zfM>#l9=1E!M&a>xg!fec@N#$V;ealj0e~BW<5wpUy>D%) zfoxM31F%*4pJH+D@rPF~n|uVuBg+*VhQJ8o=Z@YE@yokEJwUd3uSVC~aA^7i-J#Z4 zwEHV!OKvu>KiVlSP3KEhLjS*{RkH>Y&_bqWlzPlPe<#j`UlhC6$k)nZ$bDyN`AVKm z-fDQu)Vq1=xaxZypOGQ|_AP>qjg1H}GSa!yHb5`QX+YJ5V+3DtIbv-)oG2?@6-!*T z)puCF{?e5PURgldM%hZjOct9h_z6^D+7nXQ8B*%8=!q0kryF_ z{GLB&%-uo*XcATVb4_U}Ju5hu32i|totK9=9>nWaOumiLC+oyl5$RIkY=a3Ow@L!& zt=sI%oXDUAW@C#cdpt_K_}}jxjtL*fWn>KbUN83##MA1wed4`(#_RSz$vhgEm)5l1`PYTd#i!CfpWsto9=9#`jdnQW z*olpzab$O8ocThvx97d0I|E;2bcYl zKwmWJv$vUib~h(IxVM+H#)#FAO6feI{tx@c(PWIg9V@=qh8r6jX>WXmhz%UOK>98D zulc9GDVznxqF`bjwYO};c1XftVnL1atSlxcCLdNQTX!(tEMAHr5PNh$L*g<-d&3$i zVtOr1ZP&HjlPdGv_G8M7IW5ik?C`X!a&ytT`BwrK?MuDvQWYYVgJE#d>nsB?TFC@C zur0p{Z-!R+S}$>7kKF!@S>c6El-R4Mt?%jDh>kYb3ZzR`j$eD@fn2Vs!`gjd+WLBj zKF9b>q>|k`8>Pv(YPvcSKbXTx{B+Smh#%496{_RAKcV-vPla@${nM|!&(+j*gJ$>X zMOoT(4eH={CfLQ1@fRCsj26Np|xHD7IDhC|Q=1Lr}xd*N1Qs1zI-eJzFX7*&pHb8%#2c z{pAScTqX#W?RPBuvz3grw80&ZcTu63#Ag>%D$lAchlzMzy&~m<=u8X#pLbZNSrAxR zSxd^wIJ8v_419h&NU3EY=E76mSG)VBbZ(+hdrpK+Cc95zWx5F^whap0OH_U@_-#A| ze46)s&sb}rn33i_;ivH4$k6$o-?>YsjA5y|A$s{)1I+N1dOlxPLx^+;1H#rFQZnjaNHV2WxVgJB<`FK50|_d5IIKC9^z zFqH(%CxssfwUZ3?NT-)ZKUQ8_d)5CE9H|_zHe3;EUnfHdE5g~%>%s+OUvATl-a^hv zn(xmj%nNc%Bpi|W#Pn-*urXOM076U$rVawypa8xrrU`Tm-x6pOO|g_|)-qNxg@s0&u+OEfzNG5ZS5+Y$;iuJwi@*e!^RnE>Ks{5yG})3-_T5coy656zcuUT*mD9= zd=+we7+IX(o*ROu4GT1EB2O+No8Stx67~%lSSB?MeITBXnftQI_&CCa70DVk2puxf zpWveux}@PUaXb15fa9FjkIyUUz@#o(KhO@XGhuajxYhbB2=E~QXeD>k#+DYIwDdyj zx~-};3FqyLdw&AEmFnP$0lsV!NQ!S&^~OO|4N*-%bZqm_Jk>FI1Cryy51ZDfN4U>P z7pm*gQo7jFePX74a|8?~#c}y?yd->eND&hifE#4X~M_Lk~>TJQ=h$ zVMmF*cy5P|nJF(s9sz3o&%2uQncR6t1$-4TQ*RAv5irpC7!K8Zi zO`Sdaj5HPQn0FkY<*qxN?pD*pPSEDb)aq3P-3JR49wM~o2n6>IyKtcrC8p^Fb}Z-i zq?`ZVSB`&~BX98YbluO@dl}HN*Bk}s)P4l--x>8&FfNN%h8O|bd`qN9b*TlhR&6rS zBV$NJ2Y89;6&J^$A9E%qUoB8c0k8f6n&HS<**4p_-dN70=-<`l3hdAwdPIgR>!l6g9P`j3bYQ@=UrhvGLI2?H8d{e(T1-L#Wg8*FDQ zAdB^%`>Fi107Ol?>G0*$)zzh=d*6R=VQD$>RVG$%_s2YB4uV}tTgW8yO!LUNRC2`- zFH6+Fy=#=8>gkP1?j)wS`qS=>>6g?#Tyc zS4Hz#Q+wn=!P1VJTJpNtTOp5Jj#DC)U zjA^+XhLRA+pE1j1E2oujyJ|Zuo2N9f_@Ec!Kp#*uMIV!BA*6xk7tv6CzMcB-yJI{a zbQ<)fS0_2&n}!Ux0THXO@BXt-^$zCXBTjTT7Z$*Gm17f^Y7BT3de66Ok5KfUp`YS* z*%OMR$!>(RlK?CZD1~9jy)Qms7XY*;fHxqmvuBq`8z*P89!pVImvqPXo|PyHrBXZ6 zqo}9|kBVwMOVH(e4Dh)Ge?J`I?)unYXZAZ&c;ski;US49jSBMrV(Tq~s$9Rg;f)|6 zDIg%-NJuGNDk=&H3X;;P(%m5-NGl;Ar3fM-CEZ9jN_U5_>CU~Mwa@>3X5J6a2j|S3 zab&aa>%P`nzgkhRni&w?=&_!iX}p)KY7TzM%JXSHr>{brigj6L>f%l&R^}{s7l2}6 z5ajGN6L!$89zY}(Cmt`-5~toQC7Wg~}gC8tlRBjA{;M<%-*WE2F*8F+O_dhY!flqPQclFFl?>Qf9$# zR>qbb5Oyg>J_exowF)vn!g7JkHeQ*;dK+1o_|>3w0~q0~a^ndn1>Dl)3)C@ppnZ67 z?ZH_OwGr`Wd1t&$9Y)uZl2vxZYXGWj>XLYDkt1{cEPHIE% z-vg?0JxPA$cLbA^C!GhLNbk0@btei1UgOoY@8C#ypP1Nwyt5F!K7TDM>G&!6eqpO! zP^W#s*RYpfy9GwBG3ln}7pH91b@GvYm#BBkEsxfVA4Ft*Yvko+KeTfnx36k*E6|co znMOGymTi+>Xs8aFk#~U%P|(%-V3f%(sEsKBx{)f^^+}!DsO5~Z3OPVoF+~r4yHr!j zz2~O~+nUtu5y2h4H+ckGe_l5s^x! zx-%EhoVFibUn!6`3A%g!9U$`c5=_cUDj~7zi6FEPtXnw7uF}}>b?s;E|3@~3729$D zBU|ndndvvj&Ij2M$20gJEpHYS&AcuG2K2t!9kciw5k&7vZpaeOfYP6@OYb2RWliHe zXbQ<0D1Gcn??|lEm-ElAr2D0vZB|EH)Ylc;*IOnl)vheLo9&oz`(Z!T zbn-MpEIK=t8+lWZ2oMGhqFdZUM&QpEdaI%K5w>H4bIcklTdTJU9(qSWws1p z(RJ{+d-v&ccFl&XY@d!$-VS~?5E2{CJo=vV1M2;M zSX6SPjO7G^dy9km=Vxfvj=qoRZh?x1*(TCxpYpM~im4d$YVS(z_OLK^!lSv6ERk`W znVIf54s~&s9UNIXv{THzSlZiLf82tF-H>{WH2Vlr65qnsqDeh&O#X@*nWx>fr&4F% zZEF4mZFGNs=5%_rCAD1FlVZC@lV97**Xs}C;H)rQnTd7o}qmN9bZCQjdFUktaIo_|99Cg1?0@S>8nlx;pf?Dq(6v(E*d2Jc#j|)2I07K}DWh zKxL&wGx4n-i`}8{gXttFJ{~ zY%m;^vszs)_w$oNloMA(66kZ$Ys`}}|Dk?YxH;9h9+~T-4JD092K^gUhZta3B6mRtZ-~6tT9|@~ z-f*ah9T4^JGR|^hj_>`*3Zi`C=`5$(qhI(fezMD-lVd}vUqk9r-x}`u+^zBObwx?* z-Vn|6D4D2yGy{Z(P}NMY9m~1RWV2j|^b+|c1dSG77aeTupFt2Eu9p<~R5!n85Lh3> zK6?Dbgq3x1Z_H9YU6vI;UH_PeBq6Zm-R*~^3`5@qCIC&XSgL-ZUFF3MAb^PH*VB2d zk^J~7f93#tL#x@}YA+_!yB6kuttQOvR?$p)3X+m|lI6CH*HGI&1Z-hGZ~-IE|6Jn_ z2LuS=ps}VOogZ#f2ODn>l%>1db~t%gZYtFTvtL40A+;{$y#cHU8hEFNt=Ho!yI`1w zGke1=p{qKV9`qh`dt!?7LAe2HTHIOrYS59)x8=zVS4>x?_AaIFY#Hqp8;d6Cz()mk zW8{X=^VNK_xx=^nD(gKT18#!WPH?N=BQq%bc5=1ss9a*iccOb2@?)Ss6V|#8Pgi8Q z{3LW~E1zl8WH~r#QuvGtz}gjO$?RUsRVQ>5^g~a*zPF+nnn1%ExA6Wgp>Z1tKK}00 zm{WdV3%}EE`^*yj{$J!dxUpjCh7$M?^L$F9c+SQwO)7mr>fzA&Cv0;D5iSKiUg)-MIf!GIcv0J-B|wu@ICi z|0bk1NoPCK(-)(=<$!(NoqW}2T+T?hqYdU6lK>ME9j!=GE$?Hg!clV=U%x71saa6gt&+gQq@a7CBwOqAxRK+g*m7dq1@n5nyU zS{usoF8$#txt3}oiDBvFY|cW>y*}>rCnjKUHfRoM{giKGd^<5sF$6_#3%|a^1A_NV z2Ro07SCzys27tZ+O;wN$er;xiRTtSlZ(<3IH6tOF3ynvQOARdn|L#C2(yc; zrVU383|iyIcu(rnGpE{RxMt+xoy7AiT0msCb=Xz=!B?la?(6!nl&&RnGxi_Zz?Tju zsOP(#yDyoh(%?D4&4^KT$*2Iq0Ar_O3J2V&DF$5NOu2fE>;cd?Qekd|U)}NG4#Lfp z!sCQ$KKDLBm7qA}>PuoXKnaAEZgJ=H<%ikbPEywHrozl-xY;BYkCItjdSe;mdylC7 z`U>eTsk^#W3K6o%?s{`$^2COdrgAJeFAF7C+EE@v9xL9naBtjqy}fc?ZSJw z?OA&^M0Z*I#EhG`*sGj9WYn6Bc6@)>E|?{Mrn&i(gP&KmFJ38QbL54sH2>>45vnG^ z#AgbrMKUUPOuKGKeSna*XU)IN$D$jS< zF7?18vjBz-ZX&(WgGR}Tx}mnu!+~&YJ6z57Cemj9B|P^!i2$X+;L=JsS$Aj5FF{C1 zdPFC0kk&o)L*vQSlf^#O-LteAg3`Cb=8JI_P8YPnZ=kd?Z=Kb7w^^+>HCPKTSROW+ z{A#ZrQ#+`Xc>C&YbwFd-y(_#|P8_e=Yhk&t~`7ojHvTOX5cTKJ?gMTOU3rbf<`betS{cLD4wwf;hGDuh zGn@FJye|78=snJ-aNyYln=h_YQ;zW6JA8RVcSETeB+frN+k0Af# zM{I0;s%>GD(n6Z-Hw#d_Tg?zp{=_@{SES{Z(b_oj@}w#3YFd*sb@?+$)rz`~Mi^E* zSDDg!L9%DvKGP5w$kc2t9IN$FLHVh&#wrEHx3vw=d~+IH#->2{Ha!JgKB_I=94}CM z3vhDZVjF-d7G67tx+~$NQ7Z-A^=7t2KP`AUl`+i@HGLa+A;gOpk}`ut3?-{awqrni z0zRKi+VI^HJ7&jGEd@}F8 z9f<#miK=p>-&slk>%?$YzZ&xbuVAU!94TY&`Yk+?RgI+xu_-@Agg1Gm&thlIun;i*j;WbBhG{<>FHn}ve)#)#x`D>gBTaA9_1obqgUNzpnvkN>yfOm) zQhGruVx2AD4ui&j5DMWPUnZNS zz5`QsJmV_vJiti@w+y%%8Sj3-Ntv7;34;oTpXBNJ!9(LCSRu_1H3Y*Ih_D`fUXh|I zOuUI{!vWENqpB0dhs#bn`&XT53FUF5zM5lZHvXuebztz+E#_>iaYTQXKGVLD-)S29OSl4cy4L4f?L0MlChJPMG5a;13CmvR zsOwXU=LcGr2lgXNc?-D*h7J$yy z*pxl7_2k%pz3Vf1IA!BqisA(T@O#kMV~o&O=;xMsH>^Wjn|EcN~Eo~%ovz;#&9DhWoKQ3vxvX`PlAA6 zKT{olSh561&;(}U{PQ)%)^eu4DeNuVn6sL0jn>@y`cAs8X%I!tTOKZC?$>k{xA-}kg}Mt6ua8ao_m|HdPwD+-=jd^O^$eu zxazJ~6n}#=-)A;`{Ni=nL^uihMDo{!9J1nR&sM+Ep3}#hV*mFwZFg{~Iq|b$t8vP< zlG6ERSSd5bm^NB5%v6iv1dDU?UL|acmZME^Xf2|^tFTS2@Vpx)%f<2d>c863dvIP0 zP$(Wmg0r38MENOAvd~9MD!Ha}n?0!GPh7*3lucF%iQkTDUkzw!VMR3_uJV+*4R5Kl zrM-6K-1`|>T!DHalxi@1A>51fW`rA6GyXQ<)Xeba0Fqj>jU@E`bxQHAAh{Q?bPxMK zfkdiw)1Q$v!N1Gt>X)Da#xzj~j2HmZzF9xz1LbNXcH`p+W#Hj({KC<9t5*O>A(yAf z{iSylx6T463=FMb%KqpoB|yHbuZJu!+%N!`Tr$-)lSr-F)=`gNApGxpnRP;w(BjOD z$p*RdUjMU3aBsb|O(3a9aNF!waeaKBTsJS?Cn_b^3L&D^4W#4UmEP?JY(cYjl!J4@ z#SSe;FF7vljR3ws^t;jrxeKO9EycY89_HK+^-QfmC(`xGIJ*9y4K2EmZBzg^^a) zv@L105q1*dmxqiLe!QkZX>9boGHmO*J1Mvugo}{(;R*r96OIiz9le+KJn~S*_6D>t z)wh#tcBSEp2C)rDcQAwJ6Zd3Ezu_=PX~)IztK4CZf4tcxNJcld&%>`h9Ssv@*;tJm zJ@j9Rq?wx#-mbW*!TPK6WJB!u;%GT3_xpFr9X39qD%bdYCNK469@BL^(=q*D$zTiY zU3FIZI$;AJtq9CyS-t&|Z5Wyz0pgEWgOic}ozT_Itf1qN?SJnTlFhPsoZ^c>Ozow3 zh?xsEzD^9VR0Wo>OCjJGLXYg(d^CGXk)PeHgL$<8rdIl9*tnP!JEs0i!E-VHQ)@dq zaxus7$JrWZ5WBrCS58MPdD=Y~Ti8Q5m<|`O0G?hUlLB99RkJIc2?CH0f_ZfH!zvFd zjw(bK^ROFMPeYRPv6xYOS>JL%)B{yff*yxBQr{blGf(=iiLsJVgj` zY;z=qs`aV&(IngTU(7ni-~+p*G`!^CFwM16^m2ujJ68ByF4Fd_47ekJ3o<%cU9W9r z_&A^Gwxtel-bQGedX_Z;Tekl zDAWHe^4|5?20kgiC4h3iN+a1CP>N;^rw{RRS3#ML*zizz&y zPwFsZh4vTVs{3xNFkpPm5G>B1x7{x{coyZL`SX23AED)jFoShgO3Zk@L2fW4FyU%e zlUw$=+&()^^HPCWU{bkvH1rbWz89rCP8TO!HOCp&XJ<`=Ickb6AiB~!8H)F=owEW6 zE1J|N<*p5`2#=1*lU~|!nVBep^e3}P5Bj#FucI3l4hAJfxo?N&7wHQL9y?AYMAm=t z9Gy6j5;SMlI;yLByyNJ0VNZ=2S^#UXC{8N-V3Qn2wor`g8n)Vu0Vf?==>Q!HYg#e_ z`V$7sN@QlWyXhny;2$8({0v$PK!u~O?34?*%2kKSWwm6~pFof_m>^Dm8pTf;HoQJu z$rR-h{nxdD^3!=-v9F2vh+d8E8uGU4>I*rVj@`)37cg7AAx0Ix&$~H7`Y@9G$Xi|V})DX5HKMw-GKD! z;qRIOzCKb;kEMEO_<-59z?8orTGXe z#0Kkx(2uDb)8Y%nwi|xDFgVV~I?2wJ><{3Vza0R95krR5IyKw(8=ZgOV1|(39nZNY zQuB$0H-AR&J<@qpp2%2o#b)TUgy%uP-9X~Pm4zRLzuX=6^0p2}zSPk35%8Yyec{FC ze6o@yrg;6ZyBg*&d-|k7K zE94exMv^n_mG`VbZv@JUL`e%Cwuwlb*&cJdVUOO?h#~~vWF1-d#MrFWP#dN}Ivxo0 z$1jJQmrkY))2gQ%qAA`x3M3rWq-6fdw76;pXaqo~Rjn>dYqDBS&~AY~Gz-WR$!2F} z9zn%Ct1w5(uV~3@OEeaLSx3wA#!sooEpZcPo8u^G*By(sjh=Sq{PDzMcJS|cGjWq& z7tu$6<`}7r4H;1}GibS`Xa7o8pw>*#F|*=}We<7y?5pe!nd=XGDjl65amP&R27a37 zmH9(q6O3kM@-$Ujs9@cN1N>qE!*h9b9CyH8^=V-}%F;0ce2MyB2%S=|WOQ1@{}#VyA)Dux|b49T-r1BnEnao4V6XyNbJ|Idg%G zrN=fBI=RQ;kG@*zX<;rR(HojC-g0*e`Ty@}R{GT%2qqCZO37VmXo!miGZ%@y#goRp zkbBRrAc{Y6lWcbhWGRJk3sP5kKl&wuT|T!M*nQ?RRA{b zJF@c=%c~y{YDCOLKlZ8bwM<{%dfU6(kF#y_#T$I|>x+I9BSmV&qHnrKz{OV8 z;<7N)gnCl_-8JNAcwm9meI={pZ#UY6F(s6yWhnrxBwmY;Xar42uiZt$)c;p3$L{Mg zPd9N;cN*fnXizP_#6b|eM>TY{hMdC8!KA7ekw{6ocLWqligGJ0{U0h8s0OO?V)yz& z&bA6{7epZqfd0ny4pnI^NTNL3sv?9)t}2!3m{cY4{|PFIUfl}vBR-{m_2E?{6>I#a z;%1tY7y<*ts4H_J0CnYbO~!A)<>F9jZ6wnpjph)C z+NJj0ih_(PRFT*5>Xccy|NTNsXIm{Iv{$hb^l`Z@>qr_1LVci)%5Ha@!9la@`kXP? z`^y}!yi5)qbh3w4On6$?{7MMTEGiv`td?o$!mei>r2ReIUpiUrNrYVAdjGdFZgXl5 z6K6b8kY4d-rHA4#-cW#`(6gU!tsI91PcQz$4fikgPcqnN9(tO2Mn+K)n*$_C&yR;m zBk|}@713*hU+t37=5Xcujp=8|6A*P>GJ3K}3vlVH{R5w$odzu@>1l>br?oXJOOd}8 zPn#`4p$^2_r0A@u$|KpkH=V*V)7DvTUmP8)t@WqWIXPtU zvj}$C^)@C_TN_yrWnb4^?*1E&@PU5a#Y-$T^HhuUKFnN35h_eQ98>(pZXKJtebK~Wd9Qm8m&RMG-{><^M|b-Lr4{U( zx%9pUua&g-T2nJ#o7n5LGvAu%WXqXuKr}D}!-F!b7-mh%rDFvMHlhy{rx*08vVOt$ zRPR~in#toChC$D#u_m>_B>5`B$A=+R)rNx#Dk`PoSu;*VVTq4kTR&lmC68$>xf(7m zv&2e7Bs;wew53G230kDY2FW6-86)kzF?D(ra=2k`2(2^QG~I7V35LIP6U!ZypH#d}1HmJo*mn-z8ag5UUl42)elO;n1^F+cd;E6pvk`+b%j;Yjsp!y4oX#tAzFEyt;&owWF)|;rHQk8^l8?2`d+i{LB@21C2 zFHAG`8H=11^ZBu$6XgOpJc>h=>|+wO_1U&d2AU6$rEx;bfkHn!^yQuJ-0q9={%Al@ zOFQ(}#12sMl{|C14~A)~g?`&uFMhUMZkZFQ0jy)h(_1+hzahOGt!LS~Jq?=QO1n*; zlj`bGb?!4>OtEYEePPEe_*^xu<8?~_RFeWg|{4teS%|GjyO z7e~3}>gr#ZQBHRhV*r*&zHRA3C?41!a7VMi_MDzy%O#uSR7Rn`(7{>7+O5Hff7M;a zj^s2=+lzecT6KlPj!sR{@+)7xr+3Xc*twb#g~%9J=Ohs)dQ);O$(32DL`-mW2tW)Tr0i*Ys z&B4kS`MKyuCIkr3>N|uCJ38L~slqvLxtNF(Z|IW^oT`5FS^3{N0d+~`)oQz*eCECJXY>ztKe$+d0n2dKF0+@D4N(K;)_i%<8y^@3^P%` zgvK@knb5)TlXKs_qe=0zhZxsvoaW{ht5|Y(gmSF)r|U?IK}m(m+!U$0`aqQ3z9pc& zn0L!_?Q4w`N*}lE`Y3zuRMQ^Qa<+{e!1ar(SIG%;U^@fTe@|&)KsDD3shej%U#Kif znb#N;`i2{u^z~-?ve%b%GkfoWAn}GDi_vugf4NKKu*YxL&_B6nFKm}4nH;)d>)$v` z`4f5RPTw;>hl!)|o$1{ppa`YK|J?;a1$erOIvzw4H_aYy+2I*IAHSiZB$qes^zd6G zJ5U^eQ-Yz}AUlMmVmPiG<*u5% zJ$H9h6JkUjDZH1b7G^cn8!t)fS~NV{+t0|xsyJwV zAyK|pnHiKtANMDz)PV}-px>{{9NQkd0o?lYh(5QalVeH%Yb~EZoYe*gW}e6sI-P`S z5(Ee<4rUDcxb0FK;V!#>`Tow}cDB3K1iKSB&?TgVSG_Um(w~c0BtV z@mi~1BTw|a+jmkV2QOQ7^6`33y4of`-fU-@mZL{O*DHqM)6bH+px4|yzI)o4Ir z@WP*2Cjq3xb!M5sa>{kXEdgQXUq9^ksIBUaHa}K6d*l!boS$C8#mz32iUd`hVC9h+ zVDF?=;(PB0S{o?fh$~n*Vg`5v-4unJ;q(cT0h~eXAc@+zu(Nyq1H+YW&!#1<7u;d};)9m} z;>I@+s5$s(ZRjl|eZo#TG4g(OG_c2HVKFW?c}a4WVCNWRb$ogjgPXdy+coQ$#C$^C zsP5{dSxr#-(f8F261Zc@rWy`lF8IOG1e3p#7=eHsvZY4?>bH;kAuyWsC{oFDG%vjb1;YL!~Yg&UQB>*)- zezp~4+-Sq>ep;fLgJlO@RQNCy6TyrF)_ z$Htq$po!#Yq`=+>Qt;V#3f(dO66c4dU5Id9_kZ`2de5yJdp1rq`}TMCPGCdk;d-32 zmsq2xxK6;m+McK8DNs9)q&6*g*d+KW$6zwYprTy4a=)QBS8qzsu)No2 zk^JIW+{gd=INalZU+X7wv5bxT>D-)_3IOdPC=YQm*$qAD-5D58PuyQ(=TG(Ju8f+* zj$#nXtV(I`-dc;o)~nI}>7vaec;p-F(4lpe{-5E>G4_W9u6Zg5claF2fqHH3GwqqC zb55jArE2W-d)Z<&?gLHCBQOfixLyns@k$Hw{?fD`SWiY&pn{OslZ6gHn-ajKG=^av zO%ds5)U$)?EV7JL=3tfplTrruS7hqKhTIHpgO&Rj#C8WQ5|#T4 z<#ORK>u|9;25dd@dw9~V-y6YE3}5V;kP2e&s#hi>Cy>jTnp{HpO%)d0AElixl!NQV zQmR*`^{t*XECVNHj}b@C<w`zO)z*Gi547cE-@8|?fmk1-yz7fXnYwNUfi~~O@xE8o z-y*H66pVuv$rIrM<{l|NWpNd+_Md4q8#6$pX)_2ah( z9>`?#-tlc3MzAk)K>_0mk$ar`M>Awy7rFy_On2}ss$ie+PJzLn9EwEjFr6AFAq4h| zkr|W?q>WHMrzE>Z*0NpJ1js`ePuLng6YZ7gni>*TF~qX&0>aRfK$?-F1QmLi^Ccxk zx1O$wf4Cq-Be%iiO*sGS-P>nHZe8UAw^T4uQBQ1{$^}4vL-bMvQ82euDraEzQNoH1 zO!Ogma@`7+e)ngZ>w3z3;q4T~Tp>5U{rXjPeCv_p{d<@A#xE!so8;kx??)8KU7xL8 z+QJe9X5csKclU&3bb*+6WZMh3q=dQEz%QjZOB-}}+6E*7^}FSSl`~EeVQI?uo)3WX z%luER6cIgsPR^4w3prWCJ&ABv{>Dwqm2VVwtlh)=WmcsQ9?{q%IMOsg1Mhg&TJwws zP1p}e6&>BB{te-DJD9~_Q6_b#SFU8H2@(*@e~OF+(?;js}8% z(^W{_FS!$Yk8w6nZYHBy$1Om?rPjfm^?a__%4{*)Uq#sdyvBg#sZpte|%4*8bVJA&%Sc1^QIQ+gdT}L5&QPy`d0s$9U$K}b_*p6oz2WMYO_n)KS z-L6B!*MnCgh{MdaCyWu^Rm0fS65?}y`i^GNtb zd$i8%CMyD+(5KBaOkODFNygs2Y#G()AjS~A^NlA^bYZ#ReCPZr-j+N7)Swq6D1N*1 zXEx+`CJD{P#QGTnQ-d4cN9nIS1Sf;eh4@y}5lFD9-Tj zfRr;+VS|a+U9+uN+o$I>qxcdQ=mA`MZ@HSexRDmL;mjqk4r5nwxrl%77r157?v*b4 zr!JIXagE&X*_)n$jjuwGG0-9)l{R`GXE9$qToaxK; zCiz^--9;nVD_d4jGDyA-aoa0fsDsUCEGR_prn@K$iUkApjL_BPyL7Kd7O(EAQGY{; zUh@Z+8oQ+6Cl#SoaH0=e8^T^vy8qtoh02x1DYF1VfjF8w{u&aw+OgG`G1k&me9zzM zXS?oih{(|H(FFWXdqo`d-@t4FjeZH)|El3 zVooCfasZ2nd$tvA;`JA(QgV-t{SizX3-`hJocy!6rYKAg5vE;94oO%W`TAcB>(_c| zWRWusac{s!&0wDfjjf>w@E)uFrgj&bn!V@8%5{22=BcK=O#N8B5={Jz9os=pk3((X zgPwQlP3xT*B5<1{GDBmZ>c7Ol<#EEot&(>mte@<^wj!ut zPXRe>zZ9=_eEoHmpQ@GHI2HvCQPb?e(EKl%>^+GCP73hvLu>M_AXNqQ`ols~0T0O% z{aELa1z+t3$r|NJ^n6>}a&sB8yY&@c+v9Dnp3pzT`cP48`_YWwNTnm(+gvW%Re;l} zFU9Kz&cK@+Hw29SNy%T|`%NQy&6*X&rQlKqwg#_1DGO8pol{Gg8|T)M%x~x$kIS;V#!*6mFj!d1wtmSr6kJylT+F8gMNF`BB&B8ovk$KX^F;&R@!S}+sHPVMcB*E*NDC~G8JYT!{vOa&qvZYji7iMJ> z=1Li8=;9HTOVd!K^@*}e#Txj_#;P`qi z=RTfjEn&x(`IyawS&^E_KU=swde@+!I870ZK#pK{WE5;bBe{eradF#=vAc{E*soso z9}=Tn(fL$Z;*vhjwMiKy3E0^qkKOOM2mVq7qYSl6{3n0I{IeKgEuFjtM!)VxLV?70 z(FwG^6kLtB`ra)$8WJ@zH;@OVcXYOF*#01wgZ#+F(`Y$mvrOE9n>lP^Y3^(@hUYTs z4^_TE$`E+*F#cawugl4MVwnG6ehrLVX{-_RjfdGtwZUN zIqwaBjojI}kh$tDvzgJN?HTl@oG8?h_)5ROB2{=0ev7EN5S2!WJFnr?pI30?i^)VGSOhbDKKp&E@420!i-yabn>8%3y^sMTHUz~1FzFxUv2?<32Rx&mM@?I>>pamJs`4Bf|>4WkFuL%UO zT=Rp<($ns66XCWo-tvH2|Nisml(0qDd1E|2ODREt;2>yn z-{nO~YlRM4|qCBi8e}2^%=gc(k6k z7unUn^+WFy?Ya3VWM#)x%vSthY_=L{{3N0_c-lz#TP;LuaAsar&z@f2q}pC3+bPj& zRZmuK%jy4qW?ls0l`G<_nX!esdERFm>WYE0x{ccCE>zjO-ds3paQ6pLz|y|9$XxGan2ZzRZVmrG3`O)vP%fexY%u zrmmh_2Bx6SIPP<#A=+fJ!U0hOKBnfD79pQgXa0)MJFsi`)s>?efh|p5i0jmD_g+uE zcwx9TbCjU8vjW3ko2`v@YMl>g(~XXbF-^InwqtGSn)h%+ptnGa-oBzn|L^U?Lz0%}<{T|8Eg}YCj)IibO)(t5WbB#O55yFSkG2vcgz%iv%kfJ> zRs(zp{&i2|*b#Nug|U2^G`Z8n0A8}&$2ITpx2@1J<_WG%w~vjxEds}8bR{mFA0NV2 z!37csCJ^82{#NR%4tMUSXmC2)PS+$Q7k%crS-_6PgHFy=5PUU^mMkcu((7< ztyL_lrKhJiROI7vzSBlPNSNzc`r2jI-}^yMbon&710@;4ZR&Da?Q0wXAWWh4EIJ#L zDA@DBOIaBhN}oThf}n^rida?aT~8=xZB(+YN6GaoZ8zmakEOxWW`vS4a=3+JvT|RF zbcE@JS1IQHH{~}U*s=zn4E|LwhsDcTEsm2{?i7qD6&TdIuNSrb8!P6Dvv?5ra(t8U+keuD2J$;yfYZ(%$<%{or-31RvVnsdSJk z6GJx&c(6m%K{$`(|F>6>&Fzn8)sD84i zs$FzX*jJ#A=H9&@(Hm1|Zq}`%o`jM|Pu99%2I#xVHSPEZxmy~XT>6R%c1j&Y9l6V# zTW!`O5&=7ejJt&`QU)nSyM^-Um|<62Hy1n8|2_zOF%7XQlA$ih;i1uT-wRJ&bgFM6 zM3#7aOFJ!h=SUjp>2=3&D8VjGw6T6}zi=hW(?eA?MAqju)fTnW(b8RlR7n%=?1O>nJ`0~>>_?9TF!(?HHx%Hq21dmX35 zgt^>~Q2FB6+Q64-S9fATC1B8P8ZFb>8cBBoX*KQ#Lt2%G<5pN5d^M}zlHC_SC?pD* z;__<#1oVubMM&tw&O#g0SPO5P%+gW}Jy!prjbYd5^ybWIXF4W5&HCmj#M%$@-E0G% zaK%lQiEJc)0x3J|-Xuu#K{P{5?e_r6dt6D%a|dDNjjml1d{C z3asT$U-tae2I#F5CG+*-I=p!KKpJb@DwyAoR%u%v@m}j(!9_VBqs=}Jr%^7k72n2K zf*yZ)42_o+gQ;*R*?+4jNunks{SmMi+Z^`4yD-A;5$XLu@|Zs%4jN&X?CQ9;Y{u^- z@QXy>9IFgUZIL4Qh3f#9G>Ld0knsp3fNJp8uTE;8avgDj3a(;Se0V9JP2#pky$}Rn zUq#dX{^$DjdaA50p$JT_^z!tMgtHkB!V@K&EFyij>dyFca&llhxv47li z(syH&cY9at1|(?c9AE!2Ri9lZao{iH1OBStidX%ig6EdMbTS27&(9hQj)DlEx8O`y ziFT?N>O-GOV{kg^gt|xG_TCy@VwgktZ{`UdXTB zoX;(&o8M_;k{j%L8uv9g**50LA5n3>`>E~F72}UW`ESm&NKqG;+FJ!uJfID)Z%MEC zEG``khRqDxHfZiW=2y576`MiGcZ9O`Nwoj{zYgL#%DG9l-F8?euwc1jd-cezxgHcEc< z`J5dN1#~Kg8+THAfd9%5?S)=oDmbO_XUUPrh!G{CyB2=XzA(&a|1D@UbXx_z?aZjN zjUR7IFx1Y|Gyk8b3m{lfbUQrChj}D}UXr8|5fL743MB#|o~nX6ULaMO%w4+s_%VT| z)qoWBjn1NguFIhFm>AK=>o{A~00K%@|AHIw-!GM63#}3~;DE6WTX9R%;Fe#HAfNze z^`7N&IzqZ?_8BBTID>*LlQEVg>G;22j3Go15ydF;sd}?2{4ybx{n3;g1r1Gm!yD|} zC;`K|l#-GX`C6g}67w}ENi$0&p~c*SY4mZQlrJZodRRKt>PF+&Pze@k%el<{Qa7ByjORuR|QXv+=5VQ)*CXn zKqV$a?s1y6!?PfLAeF{9h!U@63f1fDIu= zr6QmVa`bFnMPP)@;4T6k2h%PR7Tw(liITU)f@;ikUCNbjX=%yvuACg^3*)c)mm%-- z>VX80b`@orP3(q}z_qIt0!(@5`2NN@O(cmIm@JlZy1JGnm#f!kT<|qtNKsU)EJFD! zwN=mtG`j4Z)(D_FYSr8wu=s7!AKW`IJ{;L0-^i$5L50jwLl4{&t7h$NV_(%h!R_2jDdLNWu{{`~6Bs6K+Eq zS{gRV%AC@SeRJAj8P9h%%GF{8M6RKZu^XF`-B8p9{$W?%g$I(#`j5v&#QkbrmMhkEk`+`cfB^aXXZ>Wv}z&P1xVdil3~cC6T&4 z>GVs+m9NCku#Hx;ofYzyRNm!%+@Gy~jQ@BR3@Mmoav~e45)UfSF=UizlPEC&urm%& zLvDfDgjv8?@!SW6Pj)C!iI&;@{w?Uh8Z=BkzOq}9SZ6DVSaFjmJR7kVzV&$sVY})V zPGtmq#50mlO`Hh1lSPVNNhBZC+0b&DR#}h2UcjL>trRp z5A$bjDEHM!KEuX%sVO+@Qv6USkVJKvCiuVWL}Z)8GALNlaGH=GQ9#`*$K<*pSy5@( z6Obxpem1E7MI(2-&8Ki48v*Di^Jx91>pN;+R~E=83W22K3~bW7W$+`z`sc+LFKv%m zrZ2$_W(1*FKlQ6Wt`211ffI09kN0ae-4^LP8x;1NavICFm(JT!%XQ;MFCl z3$~+$Z;YFQhdjJT3yrNu3+J8+$Upl5z9OIakcUw?<#fY8-?TBt`UuqFZ`IEnSNg1A z>-mU`BHKrfjm%5W#MWq? z+`ELIapS==?t9;v0{p*F;H=`@Q@WICxpma`DW2mkPQTOi%2>!)l9XF-PwTqFGF8h; z2>Qj*h|Wq%sOA-xAhOl2L!9j?w;A)XU*^up;Yj%qlB?IQJuow4_dDOg)30_lKiOTv z47pOl8$S18qs}LINGgo-O+7l;_X5S6{?Y4b7Fj?% zQBZ3^bN=DeY&aM$?GoKAlxu}XwMR2`H~Z-P9B;4R_-OHQKYvoHxQFr{K1+Z627yr^ zF7feZ^%gz}$v5ANQ*kM&h57k=(CZP9kStHw)n~y``Tsu0%lH7tCCcge#tJ&0gsu+> zInQ`M4CNA2$lFa5MbgpXhFOmyoR%{Ux2O$iHfgAMapB5*dxg7eGQ3V=Y@>#I=@gqG>;-6g|_N@k7!Sm)`rW z57hc|*r%hWy-&F#nCu?myeRSCnD{+8DfrlVp_LmM87b0z;Ig^@1gX%^r)B-QFg0vUaFYp$hiSkwAak{tE19?^S1Uk1|r5Jas9uP2Jb4K zX#IJ4JE!%#mgn^NE|pio`UCFxWlAA9D$RTEah_6M8Oi_sJ1}@-Z)L8r^hTNCl%aL?mnWyE}14o<}XA?+=rvh2Drzy}N@ z1O!A0K@bt7I|W2SLO@hnx;v%A02M)`K}xz?xgFcRt@U-DDwPrDja2o%D zH98N&M>6l=z(=zD^x*xsZ}H!qcV|9R;*1AOpPNljvEG=s(JTJ`cVPV$uNq&$eQh+$ zV$0>Gf^6e^Y#jCg^eIRNnmT*|S1{t5mWQm&6PyH}W-b zL@IXHm$b5l17<1NW=n1{J}D;>kP#?XTJg~p6Yn_# z%haVvt>JBbvxQ(qAPX+pLT&WHET^f{(DU71mfFFV%rmzQBb3X@p=?PO%^nL33A6IEJ)$f=Noo${MrI}S0w{8iRMrrZD4aJP& zWq7)Bzq@&BE~me$#O-v8GI-kVjW7CTz`zyVX?wPDtr~pQ$+1yGd5v1OPLGd6(M=k$ zM+!s9jQdp=>fVOZ!SoXz_EFtA4?#rfs<7^kNBlhO@wzdwMhX*V<0f&=K7s~bHFICD12^_<0na7OM6(JIt zQZ*IpO@(A-$6K`G7QTH|iic}QY+woa5~D&llB}ky1)a><1|i=M{PE+*WcY1#)~vY- zi*e6QGtTnP){5pH)8BjPeUHSQvz6N0a2ZVAWZcF)xjJ>zBRu;~F#!n~W^G4gPf;dS zueCMm&K>XK9W~SnQSLL<;ezy7Jp;?e@|@K) z^-AVm%-+hPeWnjA*9hZ?0+g^Bltn=bx$p5r@cuFFVO50dp4v2aRbPL7$u;+kgZQ); zy*Q1d)o!lEhofCz#va6Ks=yF9$&JRMg!qmgd{&AjL_gZxw#ro6YG}IqeUx;;V)^gz z6^?AxpNo7d0(sTrE{|_#i|K37+m z^-f+cpRf7y5$QcUycuHuxOIJLd~dAh+pE8+s0OzW52f#hgpJzH zPK}n~TVq_0b@7+n4p6bvy=fz5gNiV-Gk1`HvGrE@?lvARkSGb7lEVtAN@iPCX{tP8G3Lt7^c!|59@W8R)S8f3U5&a|*C z@M@m(?gDLqhnB~&L9IPSZBkNF^bK($>ec|y2h`d}){W=Gp4VmuALkmHZnXYvG%d*J ze_Wou+EiAtxU}^aGiywIb5vUC;{m6*E`C}Zaf_iX)w?#Nf8+NQPJ)U~$Ec2+#jLQxinHWlmM52hV zGHQ?HHjFr%Jh~aiGxL1p7N_yuX>GxO8tn#0y)4?5r^ChO>Sw+u2K=-zZL_Kdr}uxD z^rs{*Z9Wov=jyhu72_YP5Pn?iDO2+VTU|z-Uumsn&#<4ZKLU9N)RQyUof=8*xy0z7$)?n0#(DZbRctaDGC}hv>{Tw!ty{rfI+N3WIYiXp>GVU%rBLmm z42J_WTT@l8e7Ah*t_E#h&|eD+bIEaLl(K`%#P=F+z1yMXrVqog!DHWF;u)>y#$H|+ zesOYv2`lF|Ul2+ziultVPypSBx=e+W;`G>-5}1d2)gdyYPmD2X>QF=0EanD9fu?s`|u6>MzdQQ9zi zM_N(Ny}ixIzXqf1ZDSLpW_GJM;WdGCJp0?r9=^e(AsX2b)zFe}F6rx+3g68IV;yN|4Ln}8VN22yv4)FoF>{u#9 zbglh0f=<6itesf2RZcoPxg9q}x=-~eqC|Og;)`ZJrcln9Y({2o!x!i#3eIokY36os z$lO4yO_s6VOVbhHeErd3$vrLTIC;8Y>@w#f;A@TiRqa0P;3b9lXE}|?po`#6pb=50 z(oCOU=`r5_6Q+79D^p{TEYRz?RGlO6^+XK4?dq0XqGOUeeE5sTBg|iPtQ7L7^>!bx z&MG6#6DEeG&{*Z+nzka0;Vqjzo#l3!eD;#IP!;6k%~I%eSfA8Oa8@sAT~!Xu?(50a zcnf27hed2iO#hRfzYWVqWz3TPA-Rlxy94r#jv#lPk3paNdxYW6o72lYcdocoz3q#q9HKz}3r&wx4MA1X& z&{#Z9T{-ox&@cnB~!Do%ZlM-xx?C2 zRTLSIWl#F6R1IH6!GQVZnm3sbcWTl$>lnXMTs-O1I9ac+!gf2Uk#{y)6aYj+<}dNF zrb5{B=JB^WuIpE}j{kP6+FReko2Ag_{m!&l!m784gEHidd%CV$6ql=mygWC359SOI zYs-@rJTl?TjiaNZrNZp&K?dz%Y>pcmKe@~#I)8Fu;^54CUY=4ynkUID!N|_QPwH{n znP;KCK=;>1Ij($fJmJ|l1vSu7s^LS4_$9S;h6gKtKRi6)QFgM>V^Fx1Lea$*<9!L<%Qre6NPY+8qFqoU z>W$^(>S{Mr`<`?4+qZ8I9zSlIe`q^AQRYK~Khym1VylH~GI=^-HbLcL*cNsDHJMi# z_di|U7zPK!x5Eyv>D17$Ij}`7eOR|r-)s1mhOG4Yz=PPU4tu+@9nvkTeP2(o4gx=*ZcT&M2Pz-@pH~wzlfmR8$D?SWU?mc13a+%`Pn&yE!{M z8#s(m6NWK;JeJi!_zv(QrKRvZ!@@**x6sqoth1k4Z^IpiD7FhlW^#N=fN925=Fsh z`)O;-+H@f8eOVdb!omV#jIh_YuBGL77=-QZZ80&ih-k;vAtpgV!M?2Fwl*vb42t%9`cMDnVEgd%*?d8grWoqhanC#GczwQFRShR^OfOT`6`!v+XwoA zXm^<5s0K0dr;+SFSFJmLdg5`r9;VCGgxWDR&xRAfny5bFc&nAz%bIn-O6tm!vWoW> z)03!ca;bvzz{JnLv7ho00;QeB-^-#nbf+qvjf>Ry9XDh(G|02nOBP`Bs_ykXG1B__ zUvC&n9okv{?vCVJFB2FSVTFe;+NRD*lqU_f!qB!AVk8S7ACvNdgNSX0sYb#?uQ%KVsN2l9yYdR)0;WluVB0|qPY}{ZXO+rY_uRwE#FfYRs3MH z5?=l0MAyVHvcD664b=_+6YG)>hAVt(Nu)s|a_$?qdZvBfxTvRug`5w4vFm+y zOv2>+zcZq0d@t2bquw013eMHY!)8I0%h7%SBee?l!;GkSj-LYdGFp;Xie&82LSFtQi|=(O6o@y?2p&xB1>? z^{9jfa%CL%OONxxt&7gX+&saJ+XQ=p3m6^pjywO#Fc#496=?5wqEY{6>}X)@ zI6N*$uH$l=*BmA2^hnz79G>J!p3M(@_%d>%tt?FM#Uj@dqrJ&ca)_u=PD5LV?@I^C zRszKB{L#~=s9n6jd&3~c{q&cC%ol%eeh2OPs}1k;X+FiuP$x;t9BABZdb22PU8DWD zLRqe)8X%>dPu#rD*)vint{<>TExzd8*25A&DbBUt*wCot^Qn895(wI=sk|wx&Y$?h z=0vVJ*Y&{ZK-wAi^9*ewpsYLbNHXLdGgB)p_Z!<+VfJ#Ogr}`jbM>X}a^uj-`*cRt zHDloZVfou$BXnh^KP;{<#XKr?sAP9muK4YUPiWa~X8!QCo0`bzeTLC1d(2O&l+A8l zVgX`4%sVWk1hoR(rxAIpFHk;%q)k0z&*H|y<>?z+rX~6u^|an;je%=?ip*UeAe#9M zN)OhFb32>&!H;grRI92tMCazP*~<&S&?8)+yt@0(c*!yW=8YNPp}=$W4(6KS{uV** z?up#pbXl>XCMPG)wFKHrRqZIYZB%47nx|5A1AX24m!oi|TV-NTlHHFFj(AV>l}C_? ztEPpC<1*^HD{*Pcxpg@0dliU!2XbAY(msG=c~Eq)w?gz zKEQ%}mlV0@0`RDpV!ct7AMmK6~ch=?wvx}Fe&kciAsf|(l=ES((Ne5$K1Z5&C2Mkm0i{y zzYSF>3Soj?DzscRp;k7ZxZ$|@A(#;7F6wa2akp3a9Ci1l>(vLVejNi3CVr?>K~S4b zu#11?EjLPtBpfeAo}<&*!ue>V7ui~r8xP;=XsSFS*#G*QzTan*$;jvgR};cimT?U_ zq#Tha;xL>}SYQj^E3DBze7rd>{;eLZlbm{P^Y7+Dw=#=o=CirCBq(zVu?zH-_WwbTRh$-8>T%#XAae3OC+wiMNsa(2`tZ zv>jOJ#HX-~IK`{Y*hcRWk-v=PRTD7G$l)mIX4URTp)$&q8~dj?G8_K$6&mEx)C&G= zWUPhMP@8&?mYn(q%B*rWb56Yq15<8W3HW5Mp#e!pWO6($?cBW z&BqU>T?100Y6WAx*wI4ln8N?M5Cjn{RaNt(TE^AawY}f0aFdr>3{s`c`_Fg-p118# z);ce-(1|ZyJETQj$++1v5bZfv?624E%>=2H>Xap)gUmqZiUMK~=r6z^9s~v5r)$Yu zU%HX3#Veh#{{kqIKQabdZPri1shRT^{*a;!xuc|-eeV@gsUb^7JNRWSH4yyR6Qw#T zJL{8&K@pVG7zDo@|4pexsOqPEANixQ(L7=Fv=&`-(}%tM!g%@c5xke+6=XD?Q=Glb zB%ZJvZS&7Gvd**BR`7pH!Y@ok|2{KNx$KTzK-)&>vPL?`g4*#uGKR6<6GFE}H=1sa zln>^;Eu>wOKf>|)ew%;RaP?qdce8OK@g#ik_+Y+-cQqOkM=S=r%rzWUuqC=4SSF*E ztpp88-KZMN0K@6dY1Cac*QHn8{_?)5=VJ%a2J4-zC}*@QJRYX8pbskiehPsGc<+5Nu7=6 z>88n{7)y`Iz9&}ak^8b^Y?xkBEV2pmgF=x%85H1U@J)i@CQ)X?&@S3gT*US1H~`~U zg_h%5_FBK-=2}c)W%kl4PElscdq<6xTkept z=r_q7)~hbbakN+mf$M*7;}5f`y0P=`^1A15lSCEAV>{G|@@m`)76nHnDPdRawaQ)JGBqYv|`WT-G z^6_Hx_pXOH<1sGN{|;q*96Ub{lg7?=X#&bMsYpd*{WXSqOq?B&n2&tJI}~~CKaF*J z%RUw|GI{3gpJ_tHZg!In>}G@~oUP1d@;M%o1Iyr-A@KO~f1M6XB!+^1WPAAE5w?bR zyTnpw*4t*N>u)GOLDG|}2H*WnH~1lAs#f-tCoh?Vr_fa|)e zhk!HLofzyV42QD&@C6co5#si};NKS-rejdm5Dl*CNz<~3XB z&0VQ9jH4w&4TCIx{onz zQ{u3gU2gSHqJ=t6YGc<(PcOJV5O8Pkd<{vT6|V#GlD3yZ9kCW8%<9DT?$xs|>mO8- zS2`u1G0++$5++3ETU|#rnBoOjds4re&(FoD=9ssVI02LHmZiVTgR85Hv)L@~r#C3o zz<&QcP*ykz`@6kc1CS=^7yR#-mWVf+Wa(ivk@TO zQ!b3i5O@4TFV#~+G}g)kYx3-S@b+MIqGvJ$BHOYdAKqWNxqE5C$*O0F-u~SaS7f}v zV*A||H~r;kT$~Nh0`nB^lwTGHJC7(awbp2n*&R~m%^=ynG$738^BS!|-=@_5;)!fk;T!s`2>K+-xLn2MLWIjn{1C*?Ec1 zq?T8?L%dj#o%yAafcDb#q5kwY=GzrLCDK|=Ja+@CLfz#)Gl*5+CMA_tQMsEcA7|L| zg9_&!e+X1B^~+;_{kmW7uqpxCb__fUPQG_1dnRxQUfP>XV%LMUzmO*~s{OtpBO?gsCpCoY_?Z0M42;NT?5#|iDN41R+lh$NpbwjiURpy-HwLgwk|DIL!I0`fy(T)5;? zAuy@vQ-}nbT%KK_qVic+%C4;xyD^=`Wq+Mq-II~nkhrM;_=*YtY8ibu8kiK7DD_3r zKMB8HO5cjXk6{=t&Tlyq8-Nq&beH>*JEC|3?r1u_hsKGn*e9p5!*8VXK?RnhQ6>tc z5{H8&2+n$Ydw(1Eewc0i*8l726>5O3z^P^0{8HPQ0 zm#K=wishLOXX>sHGpf|W?Uq3uiGnVK1@AkW+F&#!)tX-ke2NO7bl4&Zof>fp3hKJ21TX$ywLX@X=*|rMJ@A?&M(o+sBX3 zQgR-CYN4FJmDduY*Q~v+*6=P)2;Z6WEQlh6dH9W z^e-Ft{6Yg3jqP81I8WGDe}6=Zi->hfOL^5wEIWbu1A4`kSt7Qi>a0L#T}xQlm;}Fh z>q;2>}q-)c{egRU9yB#(*GMdBX2+dj~EDKe@uvSr=Zpi%KoB5BxBE|cr5rbMx= zlqGu*%gx>0#?}_Sw!1svBL*Hj$bo!tUzBydGabrOeP(W+)vBkLOaz8*x7hVEM}u$f z0GvK3QyGc$b*_9Vyh>WjX@1EsE7e; zf+6C*LwWssz+?gd%c*1^yUaBoEm*QIe=WI2%%nzCJHMg!+_rfv70lxSt@FV?j!LmP z2~;_`ro?eDG5><9fzx#03k-0ob8KNDM{H~?ttW>!{Tug@=i{?(2W5GXtUHqrIf8E4pKDPHZci_l;`)~zI|Kf zddMspKw$t6^EyqTZr-Uo_6ee9hb<%mkT<8IqOxBb2?S?ENJiEU$`d|^6{2s%Ol^H} z-|(re=<+aUfTTJ73lt>o&Nx1z@q#X}xT0Y~T?{rX|J2 z4eSP-o0Furwx%ChHu%(a-{L4cUZSNarjT{f32J>CxcYMV_#`(M&8eif0_KWHZL{W5 z2q;427#`rOXO@>+$*d~hdwXA-_Bdq%jZm_5=;MK$w^0E?Ctq^jR-~joC>!?$T2WI| z6NiNT6Y$$VLy+(SoF>mGkM)d*J^#JX$8V$q&(M%pyY)a~3l#E-sdD$g-kRasb^c^L zd4+`yVAk+cUy@XC*6Di)zBv9am4wo0$-}FN;_lY1TWjMbc&vNhNLaPKq(m_k;0l^< z+u}l?VP5?A;}FI*H8&I9x}`&|gJJz&CRQ=K z9hg{#%=*wCF|jkA^=~!8yl>8eZ+^ZhV8|60s%zam8BrnjN1_MR2BDLW7p;H8#Xq%t zK^MSMp>Oj5b1t_V18{23k|o_7M~KOe#fN&FpBQm`!LGzjE!pQDVJ)b#J7bPcXO z^PvmVbjS9l{$-EKZu`wn@4EZ<#YNdAo;1Dh_#GbATVe=^c1BhnuiKF|IGqL%Bj=Tr zEJDaZ@$&P7M}+ax2Vx%_?R7YbjGUbOE}t#U{_1e}t=da0ywCGFKi-ztJ~`Yc=dYra z;gB&bitsKQ+8Z_+uu8m9P1J!D%md{UHNGHae|!>zy`PWVfg?dp3xru&drHp`x87q~ z1c&;K>Qfu*Y;_52E!}c*etLdq_IQ5fDpU*ZiQGPXOlxq7b^496`|Np;bb_B*BvETT zWHVGd-_cK*Vgl9yz-Rw8J0qFYOxJqEF+F)t{gcI3YI&3)FN#Dkwjp!HW|@%TOcZ=YJZ9N z;hK!Ll?g(-JPa1Xe))WTB>$uDZHAzbkdX0seKiGzAFUdB*WN;~AbH|qZ~1w9LM~3| z#aDudPEbp+{2XKjP}OgCPG^X*p*Z}GO2}o*vs*Q~DQq%q>oSl&oU$E~3~Q4MoNW9G zQcu?KRr~S*&IWvI%t<;YliL4xaj{t$l0(HD&&vz@rJld(`=B?x2>|cx{QT9EY6wbD ztMd8w4V#;rJA_F+3?zZKC@JGCs|aajXQ~dT8ag@{8!TkH2hv}qgO?2(2#urhoB|(F zc2D}}Pq3FW_us|EDH>(A9npLo&#tfpCl7b+5!m`mG(i6lTH5P$0&u~48xv*SJy>V} z@0&ZKF84M`}e)nicAq0CKt_H2OTt^Ba}VtnyPj`Ew%oO z4h2cM!VY*1|9-1~NvRKWW=C--1d%>j(Pz&h!OcKFnqh0uLq3XTFSIKNdU-A@+p%qS z=V}lNtCn?IYv+Zx%l?c{vn_LDbS*GOcv@%p*$XvVp*G`9z2~1d#F`~v^`$3e9RaPl z=kf%AONwkHyNasn-}Uv*z2*M*1DhWJBK_($F123{l6nHUnUj;#%<5`;lvVXtK*A8N zI$twN(?ci)5i%ZBM08bm1m!Qs{$C)lcxr#L>gHIHnaOCuLs)1gVXb}u?~%TRe7$Br z$Dh#Xf-1HBhqXRl(%jXB3xy_t{!LH^@mr*w<~uuC&E4LI1J;Rd-KzUR^~~DQv3YEa z6i_y|)s(sIBz#UWUsrr>ZSBU58}}I*89VO=3s*oEp^&M>WNvPbV6yo5czRvcBGcOs zWy1dS_6AZsaoL)w`)G7Aiu7y3NyEN(SiS>BhUPW{Fv_MmC_W{F_J)W>lbnog(&9_vD4UZEbDUHaCApyK-G2S^9Rd z)pYD%-a=_;uqkugq^NM*?Aj^E23G7E3Ql11CsRne@!RsyOG|J1indes-y{CZ62GZf z8CMl2YpTn*OcW+1Cjrv;vMLm+oQL0Ej04^6f))Wy80l=Br z*tqCehkO7I>-}Fo5a&^^_u=Emuiw9?h<_ulJXy&EI69Pc8S?ov1{~wN2K|k%_BSRg z!oegBR-*UpH>YA?Qf3zyB_S(=PrxtkRcXqf9<2Lo9Rbt<2zwFldbmNm7$@u*3m`EN zoH-$6Oq#i=FQT~DrfcFLQ}O|n$ze9c7~DJvxrp1za%z@Zk?#}N18XSa!FoF!P=N!_ z-vV}SfKogg56@x|=r8#^{?=dPww!2z@G)BH%mKq?sAMY~WyA{Oj7!d23pT{(amEXt z;UTP|n#&6^uaOZIK)Xn5M?HjM=kxtx#3n!E-jgn>MlfHYk-So_<_m!RB%H?hW5*O##JmDt$W=)bdta%!<;d$cBHb=pU9wsT{e>nawvtWl?jwfjMZ&cMJR zIgI)3&lT95Py1Th>ER~XA-t3pmckttO-_0}GqX%{3yaXQva&wYqLst|A@=l42-_LZ z9JbulpQ+5k<+5iycbf4gGo!XvWbPDBxE-wV^t?s~?93n>GF$}UF!jRS&ffktgK~~+ z3DT+fy2j(Yk7-x`7{2v$ZM@hb3XXby1syYN8v+h1A?O3p{pPo*s-ltxHDkRU- z_x72S&5e2g{(W0-FWX=-$`thDw5R;<*3ux~j59snyLd+wvbniP#c_aD?)Z5`#oF2{ zXpnh(^1-vzF=$@$FYFps*~reevZ3E00EoaAUR!#{BLFnM?L@PiV@&* z+PcqS*f9eKJTLUbKXY<%Nl|l@m6i2vu7N8j!>VdJgo->}^3mVVlzyj(n8f99Bc_)U z4W6Q|y&ao{g=MZ9K=|MJ`9GjsNPAnsjS>dOmPm@PSI`-P+eSi6YmUFdklr=aM91_*y)9@ebygOFo}v1rMaSWfb~?9n}v zkDX7A^I+$z0k?|u4@}f}#?ik@=>c+rl+*YJc*r2R)Cc_h{OzkuIP+wcKgKIb-5lBS17#voMvEQ#(nH7_69BxkYj4DHj z5fv5n+q}c9(E<~Fd^8u}e;T{^(#ZuZ@x_$zx*ZB4_j+?yuQ5Ak#{Twh(4xrT>i+T& zw2XH+9c@uT=Q}wd;znaL0RaJ&5VR~IRLa@$Zn{PpdvS3wNS62;wIiU*$PQo@GN{>V zMY0Q4_rRM$ztJ4H#H-h@_d#mw=H@2b>(pIrznqfCw z4o*V>*DMOhUESsMFvTwUx8x~iU@%2ogkVWqO7efwcUV#*b-(5>dnkh4!XGm-;usk< z#2hpSr|d<5trHUN?tQpa`)?xuf{nlt(hx?iYQatqldi5V#NY*n)c}6+#hiHtUIGQ# zbQP_(vC$j+VX*tMl*PPFqwno9m;J}extd&4*96^9I04zc&Imc+eElZl^r64p6@IB%*x6`-;0#2ERg1(NV!b!9zMczaoOPz zbl#zPTW;UF=kSTf%X{qX_=liZj$ODIcM~3ux$=rE(9!U;@$eQ_-B=Xo@Sx6}@ zr2h20b!_Y>obb-BQ-76_iOFOnj|vdP0w6vda^4^825mF{{x!nCB8A-f!4&nnqWRK? zZo@kPp|gE!3w*Sq+p_roU;aS4Fb4cMRF7|WA3T$O27t26X**$iJG-jt36t9IU!b z7GkODpco42(D%7XrYO5?H~R-OSh5+q2jKbpAg}^mg0wcKX;$&W+Z)2p2CvfL{ALEGEwEKcGZ3h3Bch@>JTKhl@}GXZj$klYYs(|~ zbFaqP^jq+eHhd2dvO(M5&H!)RP#2^F+hbm5qbG!{!X=|2spfHIqkcKu&&~P+B{d$ zZd{D%Ve(`dQ8ryi-)c+D@WY1>(}4qdetdL92fC$y>+9Ku9T7T$)!_Z#l-U{>SXg9( z`6NLTQTWRJAM@c5#CP`h-@tIb!lM-89O}>25)QU)&3%6bBLldAG9X?j3;MIt~ub* zFb`+Iko5I?s7Cp$5iGTTu$_*y9t0h(+g9!&#%i}_~GkbpN zKvB4K?5@vpE^qONqSPVX9In(i%SuSgomM(@i`m-R&c--SwXU=Nu>+hW%u;7%n_oPkqR`Kg+q>~h_l zROGb=(VNLk_Uu+p=e_?_;#qe(HNUJ)V0xbEj4-d>kz##?x(l2^=p@6Ht1z9tvtVURt-@{~;=p``Km=XB?^dzeyKZiU;{af0}xt+s5p z>U+o7{1J)NjlgLbz8kX9H}EL#7Rxwd&i)c2Qhs}D%HyvElu;F=Z$;ge5i`F!_$2dH z7uRJ@I6ZvnOKPxW?KL1P8CA4Lm|wDoCB{BLMI6;%MFbk70!Hb(4)@+^aAt|C_ND7H zi$DGp!SC=GP(b@SE7Y33XuPgX^dIiE=>=$I-qqqMp>ZpF1~>x*6vRsQM#}`?6J#HGeVubS(k*)3ndEm z)}0^!jJec=EcWRU<;p)}Z#or_q582v0>DY?zkLpcyL@07Atg_QEF7qdd~mTabO`wl z5zTz;cdOH|H6-$=XkMES@R4{RA{`w5K_0aT`DT;ZBcK(a6?}Vd@6X_1DEulIupzcE zCJ2OS98uV5S1`0M+#25XrmXU&KaqS%#zPBCvYlf$+g^A)3McnTwB|*XEsFwG?0ZFg zkdQ-#?tRuzs^#^P>4koI;baJ9(635HD99>^D`dBT^YZ0O0BPtmv$OROdWC$pEc;OsKPmd zLcbvUNT(<)EPR&Qf9uYj&+wnkB~W}{pil*if8>I!1qwvYurtCD;8+_+M~vFh(MZU= z^b8Fppqv0ZzcUHETLbaS4YZaAGw3G!rln53dFy9=f_r1UE8)hqwJTS?O8M1+b~Axn zJaX8DB8NMtj4TVJBl%9cg zu(~|)W9``c5VQNhQi&v>Z0JMli>cwD?|S&Q{N&q@ejXHmJp~u;j|e-E{vVcJFfS{>wPJ)ibO>d4wU{`Pcpm(h*;%4M8FXH7A|bq3nqY#{dZW z{mC+Se)3p#!Svb*Xi$j>CA^eQpTMQAfxY+Yfe&kGc@EUPEz|c>UgIh9gG~(R;IjyL zs^Oq6_aK+nes{ATbdKQbL?qx8(s{V5Jf2)u3E=Wb&Xx{1X{;p z$cMU*H(TTUZ@ykVf1*4Yrk7rn#4bbJdw85x4)PQiPz^&GN`vrKqik zzS?rQ>S_h)#@5XYwl91b3;5wglA!mf96oyTUs2f&H*Mu5m$Ke}sPZZ5?yI};0*=3I^gu{Pnk{%{LA75Ms5U~CF zDanQOxy40kS$_V{8wg6kGtmlBkaB;*z(Wy*-P3y1waz;D#Iz@MB~zo+@%@dc8z^bM z@Sy)l@IO6&N`bccK>BF_h4n`C-ztOk+kf6%{M=!_ZTyPX3u#(vpRSf2`N&G1O`cy; z&^_seNUs7PwXVmz>DQr;WSGCx#x*X2SHlFH7s7i%Ga117;<3OxcZn(xZn z^1IjFM+VO#G4`A1jP+!0so#0`cFH?B^5L#p_gsS^rLK`d`1oHes@UHDaqT%xJ*75! zKt%>;vgu1GDB#P<$(7xc2uoAWr4YV2(zEI0 z`MDq#>ys{%=&a})=9Dch{15Uu3p>`Wz40&mj5(L9Q{-ZP&PLnJAv`he+$orKKTuKR z-;RMzm<1TUx77QfeT7lAfM$2GySw0|0I5=JbM%@PK~C9M{~M|%TLNP z>8C~dM~aHLpa85p_S=MpmXCgDt14UqAp@8p(eEU6{2H za)B!gW(RH2FQ8YN4#7*Lrarn!%Bc;dLUMllFKKCMIL(o_AxC#wP7YV8cxMqd#2{u0 z>o}2^`BQDJ=k(HsXs)t?;Wl}dGZBahK89YY?y4>$O~fyQy_!;IkP!yw7pSg7 zP&NePgk;kPsKN+xs9}?XQsx0L$Ux21*ViKj0??x*0QnD5dlwk)0>~mfF3%ldS127@ z4~WJ<@7(9*jkwLAgik~yrl6qkGasovBc%bQtcd-aFB%~GS{^T90p4L2NF}%9f8kfJ zT|;())FXlZ>w0f&q;8M2ph89_8^KC7cmiG1((v)E!^1_;V*G+K5pWmV03S%&ft%X} z?sQ9SM^Re-1|FUfj3e+UI);W}NHrmb-{C*p^f1GpU>K5*uvdA>)XAYg?JbvT^aGxk zbkuqe=o1(|e2$UKX`&O;)HVt~$h0%+FR-*U3AgBP`fc7Clpfx0O6j(R#-v`H1e9QD zX{lf@w*XY;VMoCxfzP0AfR;Ig6$53_*P0q(phond^&X+|;Ymrl9pAk(gnxr(;eEK4 zMC^HH>cfpZ%$23aaxQG zl(Mk16F^D{$t>LO5zGyMI54^>WPI{<8%tgGGxn|!jmn*%7M^A*lTn~u!Dq#)#6z*> z{}r3EIuiorQrVqoeCqarj5iGZi->gqGeH_m=mob=7+%G^d9!hH@*WDZ&$)YyD0z8# zSS^8uRlwn^sH>-rOhfsK$T8{c?9A`2JWy}Eut8(WIGXj^2;0Htw3Y26CVKj>FnkG# zi4cna!uC8yQ0)M&Bn(I`0z$$U-ybzkLGL_JR-wB0o1hq#4z%rXu2w4SZ~&&$3*>ch z4#&a40VvKwU}Nime~~K_9?O>`>n!-S-4xPw+D$If z7v+wjzC`r(=ck9S)-J&te05$UafWpE7+^EKW~EccaH}6k9@s6$IAJ@=kl6@W`XFYR zg^e){f$f%!6S@Z_eni6onv<^q0X(#tU`&V*4O+W6VCxD!a};PmQcVXlvcN9`En@?^ z8IR+CcY@7Kiqv2y)hi+h&j&?NP?Z=!UPI!$YXWUq(6S_(4^%oj;QwIg7@BMt8d3@p z4qQi!|Ke*YipArGS7PV`t;(}&laC#MZ#xL#@TSvX4;D619$nLia*m>6P-`_nT>>Ja zKLEk~Fy|qdK%59+(YlDteN*M)0Nazc!mHc7d&j-uDHtieFgF+cFwx6wAnmEKaT?pP zOCJb|K*R=WvgRXW{-S2sdm;>!QHXUSs*`u?W8z?Ve$5!Ly&UkjWgh4JK%~{Sw=+zZ zPI;VKfF`h0-Kt95pOh<>bg>`q919(gJ;3?QRVO9UK>*+_?wpc;uAfS7N`yD>D z;6T{?g{OJum4~5YUX>S`oXeODX*@EcqG|fALFSX?p%73s-oCW~;uqL;;N!fZG|mRr z2u`>2e|U0xd$SN>+QfZ{bS^K>E6;Y?RY$N&;R!)rM0*P68zJb-j<6cAyuce=1D6FM zmlp_5O832625lkmx%W^&+=h)%^MF+igLS*Yg;1zfE?iL7O9IMcZLA0z5AT`QGH?_~ zNfoMCZ4e3KNOK_&AfnEl`Bw9(%Hwn!q3jsY%IJWvN8AU<0e2vd1ON61F+CbDr04+y zOLCNswH+PeWC#)-ECu*WRr3(~=T^=pcU3iW@sD4~%KGuUpZxay`n7dkAyySCQMUH> zoYi=^xJq8-o|n~9Wl&>CLss=PWICB}pU2=auBAa?EjdK7Ie=0bSdRpR@PZaUQ>X{8 zK&I8Sd$PX@wI3@h#X}&0Ujv)j=Wkd42{QxA-pgTV1CS2&Gwt$HQc_+^a)O{HO`kjf zmwpXBbRlx7uW)g3Gvs3USAcV7j}?X%+keZ;>Gu3FrjzAGYGt;`t=$`~aTc%*9qbVm zoS~AR0Hy9Q8_zf)_Yi1(^@Z(!zHYYe2H)eg7C~D9uYfFpb&V>Qq72o-l!B5H<&BMv zmE>?uMab1T$`&Awhd{ln+-2X?$FrK+V)=Z%rE7EZOf)gXru2PF(*N1>_ouFos-)po zf(YE=AEW_CCntt!HK9)LfLZzjLMvDlvtaS#fA!O$s5J+242W4!?&N#{ZVwoNUEm%6 zy`#G(3Y6CTsd~!$ThI)^0!2l5_poJyo}B{tP@zu4byx?DfEnxrqV0j$+lG?W!n?Z( zKj`)_XN=<9C4gwo2OWmxWH~uIa}{WMyb-R!7>=?%E7i{ zYj*o{MARHu`}cn!unUO7JpEPzs35k(A~S(h8fyEX(*5_&39x=_e{%HCe#tLxDGJkQ zpuuAXS)?IgvDX=|ze4(@t*6%jX_B1)C)`-{i}@>K!rG%Fr|;x^q9CdBJN>Q31WOj| z@=AIv;hj5@uV06>%G?O#(69XYKm9hA1-cU?Z@^?I?v;QN0Z}@o$8y*$$U7xM^sh%6 z=u!RU+xE_;CJ9=JJEBQa^x|O1pgZQ}9yn=0b(VsfvBX*P`|T zeiplUFg@+<1lwC6Q&69wAdK#z*~%ktAZiT1p}u^6F~!`0_w*r}8!jG&AnHdM3h7&N zTY|L-iZZaJGSL&15Jr_|H=+_ODd|2W1O>CHJCu*mrzu6p)V7Gi-hKF8bpJ8q`lrf% zrDP(w%rBLEUE?C}LZ0XexGp$uD2YPW4@nR~*jQWFwzhtS3d0Uy{a|+Rf~inm2S_sqRVPRt3M)+L1+%lk6U%S& zVO+f$5z>lh5yNLk3!bKFYKnq~hlk&ONd!WoRAkmk%p~YKxl9LY+uD4gas}WxWU`YZ zFt8Z149>>IlO{4NxWKB#ImndK6q9{z`li9XBDo1kz@3n8!q};y4_nSD2tEfP7^uQ6 zCX{~&4WqyKif#sYpsl-G9_*1s3ra-X6rOYbJR#xX;bZxFpZVR6^1xZdn)dv9zwM-} zo3L|us0?dY0V;OkCjeO91X7C+fO6C}k&o5`s(Aabm0Sj}ZVVz8BYAc6M}Tfa5)%{0 zN^KIMb{SzhoD+l8VgTMXvBPfq830mNVDAbA2u5#UvR^`w}i^Lq{cHvN`COJ4Q+(RS)oNX&{@)gejxv;NU0%vQBVt2+==)=|{QcKm>4}f8WDEj<)mN}RKI}nk!yKOh#fkpBZ zHi|beTZ`P*S4fWLoBNti~D@3f9`)f%M3$?VRDe)_kG{zc|Y$Pf3wDc8}9`V?TqBoZfN>Z?xSZ!57l%nZm@vQpvaTMD8_0okc(X&MyDwjb3MQlY>g8Au7ULsX}=H z32%vH_1AT3U!bl$x94+DY+fZ22|YNYr&UR769MK2c6v$ zCz{n+tT_y$QMboPpSyvqPNp%s3(T@W;eFh-!9kN-5k8ItSjz{>_1PP=db&GD%`LFX zY+MNJiam{p4>#9fqE-YoEwAm60?+G{)rvArt8`CvYo)hucPzBrIlYOf%;2YEVkYxL z7SlC|!GPHzNv92MJa>kxji`D8T0RdE9WlTUdl+Sw-_rSIy!MI$F%%BmhGMG>Rdm>W zf`hwp{?68g?g#ykGoe(6YwJ7dO1T(tD{w?w`uf-a=)AqWo{+u~*-MBPeOgtIEhN9` zrKuE~fAJViufj3|QV#3QErMJ|k{5-i0FToDc9T@V{j zTrL1P#I;N7p>8s|kbE$gatPSc*P8)+hcrUUlUj3OG;iwGW#@l)4_0_gJjk3e%z8J_ z5p2(51%k?v*m}`}2Y+3Ootm1G?HA|e%m^P+LA<33-T`OY!|?W9Hr(|^HQgC)L z-m14Ty;dUHT>Hx(3?GmQCz7Ea$E^w+Iu7qnM{gd^8T)v`MqS`Ub9`xE%jpXD^Xk;- zQ-ERZv-RBueFHf+ZtMV9SB|lg`*wGzyutGGe2}JC5qA6cku^j;6R53-mo1VJZ>CPJ ztS^fApbSa`ex0SDv*HE@VVUZDMCaH%Ll_bneuAl}qcO3m_&@}{k$-nd4{cqqwKzB0 z)vc$%tbztiJmUS57rDC{xO^aNvLzvMykmQ^-j~Wk^I2SQjTaMo!T00|Xds_3`%Z$GgZuLrPFp z#e_sW4R@6iaqjVD8$7NRY4AU=-a|ORY_#Y47&iNl9dnV?cE{!AXshxtDF$acyP=^$ zAP_jRGJnuM}Pf93qN--+c2a3zustb1n`)J zsm6>i$E`12e7`h_dW$fSK|>Q;lb_pQbV1e7Gm+Nzpo|L|y7NbG*=V>nYSEp`d!rCiOSE4>IZ zulsqQ18lhf521cRJFB4-~whxpcFf=ZriSPS02pQ&Vz4}!-iwCn1yMExE&NauW zTtxtQ6glq-U7NiS1Aj^r7}%I0ECc(dW(>fhnwkVj;RXKy`h>Q^#UCl^7&&o35h_ zJ$52$_x$`kn%;@!tQ;+-6p}Y#1ra-vi;KnK18Cv!ZheE+DRmClnc zOGHTf5>Kb|*|T(n80A_c4c#v!59XV&oUiSD{$sQ>_Zf5uf?OZ0USJ~~xbFklN#Lsz zBdwRx)`zSS3SMVG8E?K7jw%^)_+<`=s37RYQP`9gFlJz2#b&yDfX)cu(DgwT;INdm mseet5&kYN#=>31+nEkMrz#Yuc5;jTT%jTq=Wx0iC(tiMJf14Qq literal 60161 zcmeFZRZv{t6EzCK6P(}{Ah)IFjSEN`q_T%4Q*+1c&? zpEs~MezIg|4qnp+7D028({YA_!!rK+1z#YRZw&{x=O8a74)*wUkm~A_;CkP)Oz%FV z<6ds$63jD3&XiG5kYUtgYGf)}V-h4vC-&-91@<>pcmyeR5^I?f?bOY_`|Fkkt68-;P z{og(K|2hZjy9TYZk<{DS6-1(^d5J$h>?XBR_}138P_B ziYiJ-wC@^x`FFIcS6TxRI(vH3kIa7&NWrBc1_lNO+#$Vu`BHGO2JPUG`hg zieRH=W5Y~U?m3vP>_435iRz*B|1~qCU98C*jErHjJ(Ri`-8VF3u~7FB5eW$g7q|U# z+E7JYyshPi>ECC=R>rc-g=1l1$??6vYP#L}iGSpO+C}L3cscF4o$9V#|B3eL=?R@& zFg`XmcFeRpinQkk>xY}&{PZM#M~armD^mVNm+_WM-2bgcDyTGGH4gh4C!Rlky6C>l z>2+cCUix`$ZLRKl$-Dlz`5vyfzn?}>FeOIx?kjU?U6B2J%_tPYtXXED1bke0?K&qa z8kxwImA2r{t}e*_l3Qcy%8Jq1*%>Ne2ih`~zvvLsAT8Q5JceonIaq8=tg7Nc#vlRT z!GQNQxbAm{<1@o)SC}ACQBmctVHu5Ni0@o_X_o5UmX+!Jy&EbigDh7at4c@&0L)$r za64R9c6Pt7n4n;Ti=nPAiJF?)<`rp_OnZAfD5elKv?H)%mBH7cc7ESx_Ad&l(n?F0 zJ5owXy?@`jYY^pB<2)n{r$Rd{_AK1i)|ML+5)v{Fd;9miq<#B=e0%G(fl3A$V?(W8 z`-K<4$;k@8{*^wcDJOM8w6#_2+9?6>@4>PO! zzF5Dp<|2t!;m69Q*X~rwhurC_^K%*ohJuBE0IN)!l9%PrMkqkG=P85i0n7I`Z=W5| z(LvBwRc$TRZv>?u16zB!KaEE~AY)=e9Y?3MmTZ}pX+56zmY)86#xw?pkWg!mapAYQ z!WRtE?kN7HUZLZr;Qr0Et9i%maOTniHH#VjMjusy9Bo}*=5uaZXnp9|m zhHnolhwC1%=7|NI-gv>%I8D1x?)J-`_sgXJT9&C}A2KQyu%O4l0$v{9rxN;rn4#)D z~zCHgbqUWf`JZnN|cSR;9deNwG+#^@oj7r9R4CZL4w-xZK7$bzer9V zL#Lj={1>7mU>k~T0iPNn7b<0;#Vq(pJWm?cW#ff%86BA+nTp6bHo>Ux{~nU1Rkw~( zeaq5x1I-`0Kl2L90s}X%@9!l)R)7#JEz{F@Ut020!vW_Y#7kBNnM}Aqy}*)0nVw8A zheV8v8&WlF#NZ#1?F?&y3x-8E421m3JWy$iN2 zu{&~nA0XIG$oe`Y<;@G#f6>+h26{+{XTXAS+ZXG~qvhm5Q4KBfa6JX}yLwUvp&E4s za^&80(>yONDgO6iBsB?g@;lClC2Jj^m?w&RIZ7&8L8W!txvnKs(3tCMtsZl;0v7n2NMIo}aX?9&;5S6Nie}D!aR&9D>&cUvp;lVCTh}_?(Ig8oYr)s^tG! zXIr?wzTBB!__6AD!0s4QY%KWhqK6XFdFT?J|KO9*J-MGiRMHn|_)`h3J2H~HC{0bE z5(l2)FN}}Z>6QD7HC@F1)(VRZX*~Y&oo4dsopZdCp#GZtICx!FJ`C4i#x!}iGUma@ z<8m@wwq^J74_CK?mYS3`G7j`VtFHc{W5uu-2tF^xMmWpnQP3@9G&^DNkG?zOs_V4=-VCoTILb&u zVzawHKj;@3?VOLF-|Fh#JsV-uHN`+`QJVV^I{zYKMaACDfgOIAFp0mvE9~)}icSVi zLc9Py?4N6FzfDd)xmo`fn-wyN!O!shVl4vn5coUz-LY_jW~z`DuX^3$^U$3zMS`DO zV}jFpvgr0kYcST2u$H3IpuRY&w}>^4T8szN20~9>ett~29ycfTqv&gAb-nHz>t}V! z*Xl#^Z(sZ~mh)@;Le#k+B&J-i`$KF(lyu*`Vxs|z%g0{1okh~8JB6^e{W7h!KEg1e z1T)K`(2h)MKhb5eN}ZCnWy+%#$_6)xT1%(YrAQD>H|Ea{Pg(L%xiw#4v>dOfHG`wL07hb5Do-btmm-)782O020BG@R$B{xr!v-`#7yXQd1JnlcH$u z8rocTXS4M>hQRx_tIKS2o{{0By7pS<>V#AL&gd`ACq0t>9!KfZRvKyHPs@ERn3=-= zbE$C2P;h5io%ZA-25BC(x$RWJW45g1aM~ZYE(fjlz4lkDkJkyb12Yv&K~|Ni4ZIfS zg>w4xVY=Ji$Bg2FHt}=m@j1ag(ApezY#-a3FptrYgPhUR3*9*7dAc$9i>lB8ZX1iHwf@e*qPc4 zcCzYJL;G_j%WgBrA2@dqDUy%eQw2HU+LkYU=i6oQ-^^5=d0WTWKPSz&`cU0 zFq*ib{Q|lB`$o5sqQr2hv{Zq^3e0=b(}Me8Hk-vbHdZ+b?!pUl;qd4Majdf^^|>zr zT*=*hHEWvLSX(`7s&JaQ0-{$u<+7QucUxo6WJ64@|3m>`>d_+8q5e;cZ?U*Z9Pk!{ z>cf{_t}O}75XtcAq9wz0Y?sCatD#}7dEnWaxJ3 zYt88}8|5J4jg%SLbN)2w`nk1bCRsxT`#<>M_PL?*xy_yP+o7V> z^N~=_5B7Tmg9oj^yN0!-bV}+k$`uG9lsAvpBQ0W5(uJs6`kB@oem*)RciIaMHyd$y zhTFBvZ$u4pJrh~ff=;Z^k@0VZT;y_tX{c>#hG=BL@gKWhUOp}QREE_AsVS|p`cp{B)P5XKhG9Do(rTc*okn9sS`GyK*7a) z3WEj#s;vKmTSQX+b_A?~Lo~cM?}(dkWoEM$+zpelSr}Ba7~Z_+)x6k65PQtY(#qIF zxjs-+Yc-V~>^qs%GG7}uQB&hvcFUIe12<>F7@=*Gf?L=eUo`o$Jvd&^cBD0u0_-rJdPCaxpRBV=nasnmE)F#9R+zc>)ETrePuWc zi+2B~?3(rU1gjTBqIzKv)f$eBPF=s|@b@(~xgpTm;wi6Tk&^}IKgivi>Nw5SwwW6F zXV=`x@kxsEfj?LwrhQ>IkM5A*q`2&*^!&6SI;9CwfB(8I5|4F^n+pvh0aY{+fB#D- zL5LIwvx3NS>7XT~n?1?J!eIZ2SLM-_xlo$1sbW)&t~UKkDXw&bV@w#*a*-MXzsjFd zH`6dx=ZzA4fFBKc9l^Au;evy}+3hvc$@2(*8%`y?U z=Mdl24mJM$#&ygDUHb{S#eTD(4-SF*r5X~fJm6$ieurW~{|~ia+JYfHj(WeswULpb z4D%w_1$o~$%TKO10m>`#tX8dBL0 zGrv1+|Ex>%AMh649yM}RTwjcXs$f?sHXy4>kkSYozVSE@ZC*6y`{Y6BkW#)z6dpW0 zQwp!Y-y#u{|8*)<;bM^LXqi&<4%MMa&Go6qDl-J)QiWR%xNuN{^dU9P>cjbJs=HAq z>SYSx@zgVxP8cBVy-TK&56Sh_d2QUot#u!nvSuo1n(l16T!WE=b-5Yh_9R1@L@jhi zUDWmcO=;s#24l{LCOC@UrPd4k;lepOc>b!&Lg-0twD_FB>p#aq!dv>R;+A`yugd=) zVLR~v>;I!_@`C~%s<}?$N&`C+Xa-*LzGA|9(mg)<<;^>WMk}Y&010P#xubADlvYA* zrP~F2IZ4g@$^izkH~bWa>rqhwjhjlG6VZ*duq<+wmC^K5f*DA^>gbqE`N^+!=`~+l zRJu*8@FyDMm4?J&@Avhx^-pcp)9t1)h1(sW%<%e-@aX!|C6gWg zV$P1~W!`w(*5ICQ^VYXH4(nJD?N7yWpL*PozCL`)58xbXtJ72ZBheaN2tt1>E$GH| zH*2h0TH0n}v7f!@FaQo8XR)#N;kLe>!wl8up~9x z?&%m;tgHQoKQdd^I0!GoExWxl;UZh85?kLmUJ}wwko+Tc6V47Tuz}c(!&=Co?iI0a z(54IY;%M5iNCqi@K24Qzd_Ym)SeO>{1&dv%XCLxnfd8t5%V(57Cf}~T8?cb@Z9{00 zg0iyCVP?$zk%n4hc<&$tgMyQn$g^m?Er}C!LO=lZ>|XCFLNzkW0X;7H^0Vke5f7gp z|7-&hkM=1jc(Q^Q$6vHNMr(9zu@O>RZGa{H+3V|!%to%t>DlvdVlOqn!khDtvp0Ik z=>4*mF6~bSKBp!s4lu#!CNhMNr)+F>od)M!sMQjGxwV9d#T3hC;5Lvl@*4Lirt4e= zIMjl29hQm@bkn>*Xw}9YMk8-{VZiS-8GHCtUK2pUR<6{xZEa9w4t5oLA+kLYs5N)* zqPwK7Zt@D505)4o)0%0j^5q>au8nAQ$1)`w3~bM?o6}rljo=8&C6V^2_Bw{495)wr z8UUG9Ls?5HiK@+?tHYC)=R!dlRSeeCRQ^_cn$?=A1s640#k_EPgLZ0RJy(4;6{Y#$ z&4*_MNwizfJ!#S?l6N}DzoKnY2wu{E{+mRGc!7*FahYVZr;ETFIr2=OJsS4mVFviH zxf-Qhs0fAmQIl;V^w|61qxqB1^&*IjA|kJF$HL4kxk~}E;{tU%`b;=+4+kZFOOt&! z_~sQs!JMG#epI;n6i-4j=k^9eQR2wRp8m78PinpGG?a(C0DNp3!+1|zNnB&6RyY@n zON*VaB;*&O2eC?lhWea{LzwIAlA+9z(VAlE(-x({1kSs-J~(|-SM*H=b~$41OGGcC z5^N@Sn_LbwrRI!j7`>y+@<^QoZEs{ydH-ji&F`}D_Fq+!q@)US zM|tpF=PM9u93UpV)DpRz`6^mH!lxm)!4ZVanVYsZ0x9hh__VJuOK&LfM{8JJj!Umd z(f`Ogj#AU2t4J9bB)>tpG!T9A*wlx4dNL)D5NbVIllP2OWJ7&j>cNNUSgDw7b?>F` zNch0Zq#SU0iiK&MRWYeTkmT0v7-$|=u(-57rKc2c44fGoaRe3MDl#giSFRYLULDbD z0fgrv5j#9CC{)IK?9tNB2z9P{2v2&rx`m&koId>n`hrlq1ysl8!kV&XUEaW^s}x+2 zK^ZPq%hStY(IRT_Gu`LU&>Fjbg2{MXf;2}{L1!O8K zMV7A1%BaRT7j9?ZB3O6GSAF=HPiefR2+4P+KB||UT#}Y8y4dR?WUc_?uqEosN(7x9 z6tN1XLi-dz>iZ&7O%2A9_>bPtzWA&qeLm{|G{F{NfKVhGqj~=0xKTyFR#t^@E2ny; z2Iuj9JLKnjOruO#Q3$S?Km3u%+)rV@tbpZe@t?YN35y;q>cp>j#44GR@V#Jh{LUc=1Qcp8sHqkkQk*BAoK72pdK3@Vr~|X zCPKN`P5De%=Qmy9(zjX_496KhE6cliU-Hr z4_1`*n5pB**!;;;+QSN%(WZTHsF!|J^kEtB!P+)5ck%FmU|k(DmQ}%05^>$pD1?FR zZ}o8-L;o=}K}6{BTL?t~P8^TJxy4MaigZd=_M{diDPQaJ zWBQ!m8rmc*B`!P5(tQz9(aXf7{-WQG?cTs34YyM1ClmZkaWd{#V&a|_(d7dJ)#DEO z^!Q063I#tu9YG-9p5*<>TQuWB5|4U$t}#f&o9zB!jje6>U9-TDnff5Jni}Y0stXY> zfI?&?K`TDFx<{j#v|+@4J1$t|{ew+xgTo7>sUE6LYUt-u>KBhM!muLgN7%nL#p<0! z==nVApu%;?ZjbXcz-x7jBDG!^!`hPmlwi3a8_6e&0`|z8>1v;eNQYvrexjK*n^re+jk9 zoi7<1m&v|+8htS=3#eg5cX?g`;dRz2xE7q8Af7op5W0+1fy>G0i+ouuh~c*BlaIN$ z2F~@;hnnMFoCHuzRLPBYj4WC=GRB|bx1u_Ki2g>f4aL*R6-ox z-J`SFCrzEMF7g`wl^k2|DS=HFmqC`TUt2RtamJ z(Z0NkJ`#mJx=m)_5EW#(8TxrPi43iEnMW~ZEG=u6F!`~jnVJxxYrRAWYb&a;k#>DWNqotA%=wRN`Ph^aE)T;Sa z)iytid`6mX1yc$tCUrxmt>(M8M75+Z^*D~54QBIy?EL$R*Kx*Mt>@!Hob)f1!asjB~}r#&ZKgf@TL#&T_-5=u$|!(h!~ zh9b3dk9bsK?!2@0xL7dH$RQi)qwDh{J*Cc{VXZ}&_cin@#C(1B{p6zWP3D~6nY^oy z%oh@Pt=TyR&_siz(G>066$ z?d`uO*b5jI##M@3DHJ|doN-mnPWVDi71n7g8R8}$!0mR%h<8Z1F#pXXnFztnQb*CvQJ~1j*e;{x&sTeZEre&P^EUoJ%-= zfsDZ60~T$gqTm`=Vlf~J=vk*5AP6@woO0zdMSe}VZ#6a{neIoy^^$ug-8-PeGqjJb z*HU{0At0Jp+VJ~YZNO%eM5e+(rV7%32djM_Lb)QkU93+BYw`d;6=%b%8ZD`m$ zbfk@o2gyc?myQ*Ez+Upqcl%BoBRl)YZV|dP-rKuA4wKbTSO0NG&I<~wihrFDTUuO$ z3Ep64Q6x`KE=07bw4hh6B|!&W@Yxk)>4~bqzM@XL+Hn=iZ48Sg!kz#=XM6T>zr=>_ zc(iWOhP__5C}v|9a~u#Pmxa*weCP zyiiI72x8UU-Ap(d`aki3?5jS75AtHdL91{*B;+@z1Eqg)R#MADR%ba-u~|v6{gZaz zgkJeO{*C=42(1+=bzM;hbGX_*>{)fg-qEVqt4_A-MC>%;)U_ISr}rbkLcwhPLH=1v z*7h}lrb@Xt>}0QK&vLSgF_JVt1r+U9#;de`d-+GC$-9>!OL%*gfl(;KvPEJIFZDGc z@y)F_#LBboO#*Dz+ta^+LTP+7vnZ8-brDe~DC|{uwvGq434&=~Kj+FA{usUSo3JM( zMyKrxmS;Tl29ld8)Jd7Y^toM(jQp|j#svQoeiHwKmVN?c^%JAoR7(p;BtKuv|4s@5 z6eiHp7TS+rEn`W0^YI4o@&YbGDTO{e>yl?1T#fx7;gi~c&Wvf7l!WNwp`*@mptn>3$ zh%Pnx!~CMGOYzTG6A{|yukT?LY)wq~0hEMEx8CmXSFyrZ&*WXvtbu@HnHa;~YR8fN zyiKTD#%j+ zivK(=LebmLi~V|I)3L+HPviz4jv!TxkbY@k`hKas0I%>9(>HerHX=MNUz(4)eNR`R zU;z#dnCB=zeWj!pO!6DLGv24Ft?lOjQz>^<^oa;430xm7!7P*zL%P9a`Yikc?Ih8d-hoYi2Ee1rn zH}8*%yh3zrptxq_f(6d|62_P0ArzA&Ft3|Ta3MUYU2XtbjKzx-IhB~kA`%(T&^Nbd7ySLtYDa>VYvbf` z)L@>Uqv*^7=KU*oTr1S|wVC-*o=b{QX^)Xzs>^TRePpSq0-qLqg45=wtnCa4TL;|n zMljCO`KtaK4VTrj{J74mqK6^+($xLLy@DEtem zmEVoKy38%Qvt^l$afv*9bjup5tTHL2rI|=>)*}9p)k}u{w!leL(CGncqMedTpJ(X!^{M0grSiCT=!m?pvEv)MO(V#rvUYApn;;0d4-gH~{I zk`nbnh#-A40@gXC^`T|WzvvmIRe$lwM6sV!JCZ<;f{{PGPQRlIm`hKfI) zahpY?%%z}2-ofr=o!#2QloHX?!tCly;zW$iTOm3 zALW~pC363!oS93`E*I>4n$qbF?phMt9as=14jKdlfBngw$y^Trubl%I?6(THRevqiYoSnX~fN zVb_^4WnNyqIqesj$gQW>fhRIqgI+8yE72?agJDI>-kldyk2oN;%(NL~wmWon`$<|_ zK~VUGR978ZG=s@m%7@-hIdMD7@j@w0Uqq(A_LLy#!^z{QN!^5Mo;sjaOaBd^mua`> z3Cq9wax6w)DE=xC9eBRUW(lhHr~n0O=6l!B0fGhyJ{U?$%JCkp^m0Gp2FTglZMGB> zaGy5tc#|`kY8*ouH7082G1!~nV#F}F(+!{MvZ!4h6BVTQn+y`VFT5tN7mm(Ezlw_A z^wIB81O|cxqKUJqO<-Pym(zJihm%?mR$XAj6Xt6QWx|Dyi?!?SI@4QPaIK<9r;E3S z`Q5x+#6@fZ?;vxTtgv-_%cu&Cd__^*NigH^dKL zvBGGFm&s6PMn*_a#I`0^SXJ7d*ywDxEHZelwWvX|8Q9>4H@ zi}Vr|9c+CNh%h<5H$hgar}N{^cPsh#UFCLKQIj7By=<;!aPVX{SKPMgsf|I6xx@N4 zOw4rbC+gWN>Iqy>9q%s=TcXS<)nYnki(uloCGegz3TWo(hQ{YI!A8}3VrOFvCcA#s zAm697TEgpidio^>-lKdwIMP-Kv#~>2-2<1vbdyRZRXKFlsN0TXJw}XCc4d&T%_?%s z|9PCj4Ij@0GkZpVVCT#9nZIMmZ+CfA3=MkDyD+RiJ_if$E4~`?*)NO6mRdt>Zkq>8 zFu%k)whPCZ=Opi-LBo#B;Y`W81gkho+v_7baqc+R5jm6J5%~s6l4Ze>JTz>H(Y;pu z$TS{Jf^6147;MhS`lK$|DjnJnEYY8iE#))aK%`}R+<#M@g6W5w?C`y0Me|C%GMJ`x zCQvj7owdK}_qp}E5qEv*z6a*N_6O>xZtru!-WLq>{D3yjJ1mlKCr84o&Ny_r4*?$} z8iG?-Dn|3!n*)GaNaQ#1*=8d2XBYjgLad_|BiG2`hZ(}^SLk4qx;pK!HlP*a1Ox&L zz5{x&)(H(%_j`x6;@+K|Cwvq7Bn49ud&meeoh}8TV-jVM*hS}-tHQ7{LUNV!NdyPB z{&X4oHS0Rs6$^^-)p$v;)CwdL{%C0h!g)q71ibqZuvO7$_@J4_`oIAE-^9{NGv+4x zG>Q5-xNYR5lfQ%xkSmgZ`@BrI1A{z14fiSTa0EsMq2o&8qE%0@;M;H&F5_h5oSnIZ zgv`jHDjNYQsb8=L;r3aDL$@2b{QDK@fbh2zLt+CpH1jw2y~}n&zoUMwk)<76 zo4w;a=vcp8IT4VBi-0?qe-3U~5TAGe%AVEil(_}ggH(HRB?g$TUon|R`ZKD^5)@jK@ za&k3!(EJ?Yf3GC{^T2HqF6_c~GNN6VA?cNt3drVJ9MX!Ci#&0xz~=1gv*09;Q% z6?HK5)A@lrGzhu$+}-`tbkhn?tC{X86ZS4&BMkJj#O_Qw7};k2sC@m@Yh?eTN930> zd6%@;*`e3jr_0>$ZNs7(SG-;#7l%bnctCj;PQU5KqpVf4Wa1756Rakisyu1v_f(G? z`gm7($Z0xpuo@0fWU<5zGgren`Nt;cUhI{PLG$yy_tE{X=+(vnyy`AE*wFe>FS7`{ zcG`E1azTvfQiiT7z19EzDKTUv#3o$}XI6T40k-2{VfPEZRT4&FViFog#waN9?cLWc zoI%K5^_ME!e3CE+>u)*TP8b??L}}?F5?l3m#C`XY!27ht8r`GxsaLG8Qron>W%Xc zh%53`E$@Sz+$zn&aH;9yKw^MYX7y`Wrn4tYn!`?e);U6Ya;@6V^V2mY$9vC(YWpJf zDv0L-xj+W`cWy4Q;N5QiYGHo-2zTFW6p^ev`Jy(_PVnRCt}hq`=wZ_1^8{b%z3b;b9Mj#_qN0 z$NG3|WjWO{Mu1x=7o8C;BvePpN6?*i3{k?NR)jb?#(39PP3HChy;>qe>f#<%94w#k zzaRH*%Z=gy1ff_#zb8DH84jPd>8WYovv}CF8kdQ-6!(eyS07)UP{BI3I1&=K6~{R)si3P-SOMp zW(e3-hL5(X06Og@nXea$JV!^IyqjJV?#|RrbuT23R@rG~bmq0- z1W$J_I0n_Nfv|kNk{QZLZ#M~PkrUb3#j>wr6()wMX%N1kGgc4X!|A zT+rz${xcbw1IqB@6B&D%M>4e*j-X4VJ@=2s#$~0iv^jHP%rVoFX*5^>FQ{YvRo5yI z^cZw&vCl7je_vUwVu%%x-WKyyXmNnXmxAh#7<6vB`7m_e!!eZ!(YNlpL(xhM9=PAa zm@cY=Wc*Emc=faw3knugjEzU>v7*A+a#nFC->@%ZAIU!sn?T352;cC6eFFDS^MbF` zot7VK+16$arGx2ibFS3A?D^%UVfu+LF1*JcHoOOJFZ;JQzhDn{MIe3>bS8Vx%Sn)S zl?~E-#8bvL3e!W?RyVIp_G2LPsNV1Q7Vs$KA-|#pImqVC?=kO}u)8jnus%?K>D}iIdHF3{lxgL+L5q-&H zTq)XtkoYq(u+LiB%UbwA>w<|Bb@JzAq6_2~0}0-5VKr;KOFH+M7QxBGY`2kaqld~K zSU3Usn8`>is1mTw>046bLd6V#ciM-3X|HS%`{1>(K<*6x*Mq%iOHE7@;Jo)s&KL*x zxSaEF{WB1)l<1sq4pd(tKxB_@PN7GRQ!M7exPpUks~wJ}7`Ld(z z0ZUtFXGIhG-=AM`??tHT-E@6E7@AcAHhvpfxMx7Ya!T$2U*MG-vs_03{}^=^5-ZII zT!&ZeiCj~=E^iU(oj&$Qc$&_THu<*ASB2Y2e=qu)`0SDVWt`;fWG%FhwNK>eE+voC zdNfD<^jbT;2h?TQOhXwlDxvPAo|^Q=u!OC@$&|h{IA-?qn@K)NRSf;M!htzXV%R?bJVeXY=n=rA}32L0yxc5&%*ddj1Vo$1<=3b9t z+{&&TrpS6OI63ilIgdi-H1rL;JKbmdKTJnRdk4Vet(6vxr-V3}FAr?FJll7{Zp@-B zZBLJoC{6n$kq^@S?*|=$vfQSUWi``BBD`$%JTF-I4|3)t3WEoZVRmnd%C>=l7yP{uT(>L~t zWIbmX@yEa#ekvigoZJRaudr2&J!UEC2~J7pKoR=;{!5Q>t$14 z+?d>nLpthvsajM&wqXOm8M;6EhOqCMOi2y zXk%_sz8%2r{*BO|bhizzu`I+P6ZaEeSbTIi+Wm+HTw0}c!^D>QZT*{(Ti1OlEcJvY zGgpEBRkoo#Kwiy4fW8yHMcmke#s)epf)iam>X_c0JaPij%F=tvP1pb{b863(#G98L za2Kgt+3z~>@&I&>U0d63X_h{0fq<4&J@+M7;hD<2mJ?ifVb`y~G|L8|9QKehAZe^G z`cQcK-a|{5x}#SAl$Dun{Yd7)avZuUJ_NYR)lzlhO@@as#boB)NynaWqJnF==#}~-KCd4>WZ@2%;A0RAN-llt!1#>TqFz_R^)G-qXZ zMkZ(dw%OD8rWg;ZO#q;b0L*hq?~?Ag)SIw&TFFOMSR+(9*WP8Gq=bF{Yg&uu?RT$U zDW9xY*=SdXoTvRNeBlWEAIs0Ha~j>-yP1v0Ax@hNBi^Uep}5u{>amG$a;7v75xQe+ z&BPsze3|B-h&1C2>s>ap^dstgpAK`=T**xYPo$RVt%!9V*~mlZ#U13?06a+wAj(3> zD!Nz@BB-4nT>1se*~-UVr3^I4-|kry1LVr8vC?%_1%~UZxHeiz{?^fpJokp&O(}`) z>>i1hi6Z?^O^=E#PJ;X{4e+XiuVCIq&f+=+b_)f9&MF~`rJdStHC}#gND%iY&BS!S zplJhU1=)1>G_RxceW9r;ulw(ZF3C%ueJn+@f5vPjP?e2vR2dhpIC<&;kalu@l(@P8`ChQqzSuWC zcM{@Kk&TA&q9%hXe;y3UiI8xB!0LE=ur51l*>@UGaZnuGzR6CBfnJdSZdBh@4`6%N zV|Ezk*Y4#5|1~`3*3FL<^p;q=pLeC^z}z8P=Uo2VJ_d%jf{dPwo6-I`*ED+LPbp*D z@4DUrxxKD*4fOj>F&iTz)1%=mB^e+99sF6629EwjcP_QhXv>?HH-Ov;ctomdao$EA zwhabtZ<$4U0x*h2Zi2{)dik}iMKdU)R55Z`Cc5;ozgIQt&31ZOcbJk67gE_)u7Vz+ zApg!ld3T40h&>uqgUEBs*$kJ35o$qb_?%*BHThv&5CL*JjmO7-?AL=wbgZZwY_ zrEL}r_i${d1hK0#{cTyk2co~RLZ8`Q4m7^|))FHuO95$eoxr=dd>_a@{3H4|J#bd3SI*G9uux4IZUPQY)=7omk_yUxeGxNLcYdt#!6o} z9eaeAv@elE&#|1JZ?6;a{4r}05~ro(%IWf@9s5z)s(!7&yP_}o=)`b20SEzj2kI3=$jq1#@kJ3Mx zwbN_TR?{))0p=Fih!rpM1;`_j$C{r-e)6bMxWhxthSW76;j@;$pLTPdIxy&;Q+Sk! zwfU_wr~{IdK@&2vl<7aFc%lG^I$2y^#<4&%-OAg!UQ)u*Lep^K-v-BjYpe`d-ui zg8ZG1%o?tq%aK8le}GrEbGY+NVq@7w1;0BxGAs~auZj_02@;x-L+1lK))`VCZ6`=i zx$kf`2&Djx23tWcO30|Febud;*_&{-YZf@q35_*9`)x<%iAB}tuH$rwv?Clj#tF8J zE=(v6Kl?QEZAHC&f!h3cgKx^<*3<7IK=vUbMjqD|B6|+j&aV@56vMMrd0YE7(ONQp zl(UqE6Q0w`%A<+ma^%UA>~g`9b)%B_%!Vmv5m+{LQu6NG@UgSNi=9&skF_xRn~QN3 zc?AU;Hn!+6Jo>Yp?3f=<*`qvB&rjDais_=M3k!N)R|kFbjx9>#c}gnhdq|l_r-M3! z0~6;x>B?TI{;{SkLlS^{8o2!>-r8r+o%N2%{w1(Q&9HE9?}h$O zOuQI8G~mEmIHdKV?2D}cdEon8ho0J|?>|b5`uZ<=zUOzm-f450D9fCFb)_dl5fgp$ zmhe#M9jJ@)eF1O0sx8BISDMytiti}wZwF8rii;7ab~&+qCvv9=_iQ;4t9IlM!QJu_ zRIzNzC<)TlQDL*!7V&t2$gtHqnFv5!kzk<$;-YG9LBIP(C5(_v3j7axLrsQmcEAx+VA5_FumabLRT|>%qLa!ayr`-?3yG9+zNkUrE zT|hIjYv-5HB3ZYOe2!(Fqya^92GWuKiq^900UPiGv!bEz=C|WtzE4#~Yq&k{-#Y^8 z;8{mAUP1xnLf}f20&qo(|Kw=<-rA=^Srh79{ofS{@u0`5dwL3;GgP>^1{D*Rh|$Tt zgUMZ&PNXhl9wN>ibRU5|NrR_#bAkii*7!{gZBHj!c66^mzz(<3KB9{kjFctM1rv8U z;zkG#doFm1RZWPMZHiYo2#x3zFV9?GZ;^6*XqvGjVI$nwCN9_Jc?cG+vO9dsP-hcE z4pa>K*P$E@gw_#nd)ZMVMuR5JM2zVj^-XzotZ}D8QgwtB#@p~$xeJuhm5V<`b(NX` zYENdTzQi{}Y`4(V;w+YjNWT!B4%F&`yN0>Q2q6N%>V27gcEfYZZXeyOgG05>V+~`m z1W`Fq$lS|Hl0VcR-S77@_EEiin~Wvn_kQ}ObVjkpX7PF_zT9c=oh8x=V6?UZwd}f; zpjU8KGv!oa~tSpAp2Ju}lx9i{hf*$}T z5hX>R^wh2kv$<30)4_)K*IIEjJW9U2$t(W;4>1y2RKSVk%o)X|exLyjHx|rF|Fv0{ zHvup|1r%=tUDcy#mi^1J0!aCx4Xp}n@1B<8=$UQf+4Lu9sMl^xZGsm|ZHRr{DA3UG zRXXMRl#CCi|BB9EcqzJJB1a`-8FkcI57`_$=m&kX9oaC-+z&qdY4?xs{N!&xj~Yf> zNX6m!zz%H>FoiM(avYCbxM_aIu+YB-`dQ!B8$BD~Jv}*m`i;I}wmZ7}hGikRE$4gu z0Ue9PVBV#T0Z?dTD=WGvD*M!z!EMBqR8E{=9x-Xgitl3?^tC+M4&Y}4(Z%Fu1QrzZ zFGLKmJZU|7Fzxj=&2aO3`j!@8GpTM_c1$TdmKT!aJOG#jnQENwx9~wLnsx&5a@wT# z&MWfL0*`}FZ$sby^-H9o7k{Bi=tLn=ApnDvuiS2y>kAeoX6q8n8$eQ1VB|P=8*sw$k`Mfv z#oB7CyyTcDZjCTt^mYhY^!^|{3UTwW#v&^14*b~YS(&m1|3}qhUy~LXI0kEURwazX z)%_k!=tSyHi0F*85q$|$9*#aBe@MM_uiqCvkNoXQEUYc!znSpcnoRWRL1PgZA~W!P zsPX>oodKJ?urbo}c)eQVl=7Ls z!{j#ygD19O^lj{yHVk=Yx%J>nN+b6fYqGhdMC6vvhmYsP<2H()aS98Fus)(WxOjb4 za>5~6ql1d0C55A*4tEj7%E+h*?jr5xR=SJd?$QFG3nGy`5m{YVprR{XHNdg?WkSg9h7WB+|qy%UfOi~2x0 z{${()kDm9l@fBf8#6Ja++`swA`jwC}0)hpQ$7&1Wy(?mP1;oMy0s{x~d9K=zi@)}J z-M7a1pseY74``_-LSZ*T9q%k@0^;aZx*clAv!q|4BO_46gj%Ni{`j~azpM_7d&7

*9fsi&S9%a~ZKaz(1PuLrO5bDF|@0T+7{pZ$c@?-e87 z`Rf?5iLdXLmlINuua^yL9{0=ke#Ld|L!6!BV&kzRzZTRTsf_bDB)h-bAD_ZIARO=} zY?cLx8U3U%wjJ8v?9t8gxVy;n_U^3gZ%x4a)0LCby)Dt0M=u&ulGZskk=oaHlw<0b zAu@FgzdxX&PmPvmMvnwo{cFM^1}MX9272c3TVpM}pobtUvZ*8h`uZ4$s3u52ft7HT zqlzX@Cb^3>27~?Z_wZvc$5Cs)Xx-jj3W~sQ{SDv%sQ`NWpz<=7Z+h9kqCTSntDJD( zB)BbVhB7=e0Hjf<(oOw+S`FTrJI}7p*f>rqGs;~}DS zxAJ8Br2gcElpfr!P!zzYiQm$nbEILl>0H)4>3$7f7KUtT0mfYqKE*PBw2Qa@Wgq010rH+)3UbY;QmZ4Nf}NW z`=AQKnKW3Cuz?uIC2EwpZ+umXZU$uddMt+A)kE%8Jonm7&4%%_J8I?C0gq~?l-_UN zO-{{JJ+ybKqN%Fi8c@&-U2e`6mP>kisxWD&(y=SKn?7%KG*kLFvN{+Aa2GH{0VVMK zW_H})wwA_LSml8M0ey6a4n|z$JIKM3sQCDoFJIyYl5uj}aff7!2v#+_jr>aFMCTn? z+$m3s9M&Wh?Ih+Y;wB8;#sfS=<+S zLsqGluQlf}7KEb_U!`hEZRP#U|7>ng*XJE64!$O_S(F_sN&gpZUXU&HLXDVD-toM> zjrmqw*26=gNa*1>PWNt4>InLL$JzxHC1>i31~HU5d^qObO4f@u$hm=s-+K)?f8I|0 znW)5X{5t$Y+1r%&ateW*>7c(z=Do;GZ8I*i;8&f_`mPe+3P1~##C8&u%X8gpBgs^q z_-qS<@<}|_E23L#o&-@9HDzxLn^F1zCc2*|?t?3$r@1VCX1Aw(cP%^Uj2SuNPholH z2XfT-qt0hg5qyMH5>$-H?m83$kV}G*jep8!q)&sdx2ObCYe}T}PLEZhi}Y~kjVodeO5qZVn|}l+ z8uX2i6yOM}D%p%!5$4w@vH=;ERWjSAFD#hdEj<~<62Cvu&N3sD}8MIc8vyL3@nbV~yT`0g)&~krNXGpqziZK6E!lEht}BmZ6kMu}Adxl4a&0rwk%m<@ zo5S}pnF3B8-4ZrN7+BZsVn*q>GFMK0pkmjoSZp}oT3C*=UWNo04zcBrShTYtkG5tr z;;d5TqBuxMNQ!Lcp6sHL^ia63=|+i@dC7IGaLs+uO`h9EyWpC!cO^aIEb{dDyV2XJ za`Z5aDc3(N!&LP6+#W5+N<3DYK3HL_Sg5AW1kLmB@vR313vDf7ijf*c&Z1vEhh!(d z5G#rgtnXjkB2Y^e;8yz5WEfLsbDI^v;BFIjlV6(nePO=SMJp}5AXiie3w`l$4B1q6 zORh^yr3dZQ^mconq8|^kcK4-*z^54%Ph)7}|KXpTQb~L$8`Vt~{_002(G{0FvsklT z*gE&2k1dr#38|ztex^J!RTd)SD)z*S*$XQ3)9rz)$P8P>8}Lxu{|Gwo65Qc$teF~q zNhJ~t6s`)-w`W3!zaCbFJ(m8BZOk)KA(^Y141aAp@ukUnguCY@ud|_=ee(~OqD74} z0v7$>iYwD}qE>iBeYgub4)tTM=_qlLUjmv@Ech2rGGE)(Lwj&&DnXOid6Wo^;lPkf;!I_!-+ zf&DFBpE05Mw+Q4N z#%x7TrLAEmmDB}|6bQ@@vo}s17BZdr2%b{n>1$2c=E-Y!_PQaAWJd7M1pdi+38U4v z_Vl`Wwwsmllh-z zm#pKb5efoCJ+xqsZxQy-XkJOm-JFjcL>H29jFEZaJ;<$k(IPi>+e#Qfq z+k;i?qb4fV?sXd|WoxRiV>}1VgjaF#i(iZnXgFD*IU4muu(xd))U-P;rPFhMxzizG z5-Sa0HXyKQqJp!+%KIu5(+)zmA8j4{H=CkW4Q*WG(;0fKK(MS+GD zhw3#QPE5ZzvlQZ_`Q#U%Rsnz(9y{@}f*w5UYcJ939OpE(M%GJ+ksl2}y#NOlp&YiG z{qf#XB&V>6#4q`Mt5jWO3EHhouIKd6?<8&<)%=a94-8(T`WxNw4R4KV4E_uL2}0`_ zi}Fuh%8?*!3 z9rBpt)@lZ{dY!5*k@pb;Mf5L|3UI#{R;A`)9G|}L#o+p}OE@lF*=Clb=WP8zYv|%$ zbf!__)}QG&DP$A&z1d&rL=t!s;kG3Rm66&uTfe`we=)cgj*WZk5i;78HM97l$qowX ztJ+ya=8uJAi^b&2y9C}75X$qDidn&^N z?~CtG@VeI@ng>j^b!hiy36?;cOCL!H%CN!D@(dhYTfP;%Eq`09cN-h-VlVBaBl77_ zg?Psa`Dc9Lp1Bdhk-8=vHhMp z{yIBlo>Nm=Ki+0Q?Em^MgND+fIfQI#rHwii?44%xRs-w*%YLyKZpZrDZV?LHU&^E+ zrFXk9c>#2}esbgM_qZq0l9k#L#;{1-i$?e|a^&OUJ&12f_e78`3!2jW?{)+F6P+n@G%0)fDri`#GPv-h6S9?8Hd}`4Wab5h6`K zSe-#p7#MTEi1-s0`eizGCT?}=pe0)?>x#5}$Wc1z?f4|m`3}S!%iHn2C;+AigXf_v z1z%=n?ixdE#>Lsadqevm47qMu5%9<*rE8y4REs7oT3xku6|`MkwnxtZ2XP49?t$MG zF)qU6K`gEySpA@Sl4qN=VKNm-REBNc+*(h^2(-mX^2tr}H3tzIxID*R3MkvD{9^06 zKST*4S$*fQIb3U=cxZS?|7kVFZ`xOtEu{mi2(*la>;ww7Tb(H4gnIHD`FGi5VZylI z8SckOqR$--sGpY3IG%q`Q)!j$*&v^I^$9UFCW>eExaFUDQrECWemcx{vg@ME1o$g- zM&J&r5m^{1rt&Cqt` z%paret*-Isfr6T|!*%YiyO~;(d-HG8UtGPo3=G+J{Ao~Tvzquc-O(^2zthUE>*a$p zYWxVyk&Os`d83T8#O{n5w@_qV`NW%U-B(}N?nLbL10^w|rA2F*YM2AnkaxUe_%6S|3ZvoqA%o zK_;d27?1s+OL-)y3FnP>o@Ndfb2`yUY$3m0A@_8xHr%P877t(i`VNdf8(Pjw5sSr- z+yvuz1&PTB{n~zXRr|0vqmC==k!XX1?yAaH4gy5XR(zxRfeQCEVvq4R{_ zADY3&D+wwQJih32pYuFYFQ7MnCN(Gjq{}j;&VL(0vp>H_2CyMq9GS)jy>CZL#7!!_W8LA8uZWO(x_4>mo7a6-YTkvox^2#bhiM z-^|9K{t%U1rs<;a9xUQ#g`=nk&4m>{^7Ze_3YGC_)VcUnoW@&i|27$UhhaUP;j0Bn zK5UCuX|jdC_3kkXeL*XIfs+YR7yZD8qbIgykE!|{t^>)Fbae4^yw&_~Y;^=wlrB!2 zwS0Kye>$J)Fp57+jQ>sz-Uqbd`bWm+)H*u5JbeO3TC`{Xfr?eG0leoM$#=aV4nZjM1nKtR{^w)DCmgtewq5m9Y6Ozu!k!srP@psJ;Ux@E<_(OEv zPR@?v;;uiXlf1Ok3aJ_*z7^e(dK48gP{lN*JtNR?y;77 zX&=>bNr5(22c2mBch}()N=%;|HC((mrn3w(;m(fLucvgM`IZz3N6N3oInPHip+%f+ zl8mnX(CN&il6Wt-ObW|JbZCQKT>T1Nlecp3PkJ z^&DHFY35%qU_wCU0c-h4-@_0HAZ<#A<~60YeGoGSKcTc8^Na?91tlI~Iuo;fftPV3 zh2_6e|A{mvDAUKcxYnIKUp5Arm}87TD=#>RZ@@b*=CT$3N6}SxY8-_Iw&~@#;iJ|5 zzN~NSNXy}zu6=^p;5XK%sPjtmQ7AFdRSARzd;Y#uuQI1Ey-L((MPGfIsp8G~ zP!^}*pGCwy1=)vj?EhMqY`J&Ozf{$6oG~6Q0ZbPEdaj{!!2rnCtyNbnxQF}imE0iX ztM#gWw9MnN=}@p~W4Tt`Rxtn8QC{t*_Un6@7Zso~zQH2-^CEqNL_$o%(mW2P6RUi-v7 zg*?hchIIIe+GrPNaa2NXbq!mMx-OR#xGZ+6udlPeeMrB=0O-gDt1gz_6F(djw`zP$ z2VK!EC-%k6dWqqf8v%t1MUp-NgS(t;ZXX@9H&716^k&Y8fFH4`rj)?y;geA_mU4w@ zKAL&^HZ*f|jbhlHgdr}NjqG`?{agav&&Np!3HEz$hgLm7{jje#u8SgIycYZ3VKNfj z|05BwyV*W?Kks?^iu9?>uAbu3whD+Jnl!xB_UEBGfnG^Z&c^iJ?rTG6fPh#;ZNN<| zW`{eGH$}sypTS~MO)D?kuXIRizK=)NLg9BI4Lzba=cRdRbHJwCT{LMvI^`wd{RR^> z=3TTr4g2+VG;NMM-8s4DS7)qsnI$#OqGlJG?-qBN2aiV@WPsTDBKalAOdv;L(2|V5 z)_=mYDj2qp>~A?>9;#2Os!vD~)^Y zFZ&DTM&vlUO_2!QdT1K~(kKRaJ~o;{aQJ6Ry{0(8q`c05ckFhM+P=X++_PC6;|GTw z2Qq{``X9Dc7iJtp)N4rxjKqBLX?&>g3ij&IF_5QdBQ6iSN=rUyPdQ=G38xw@3Ya7_ zI#y{hIn_ff8}h7V#Z^r75U6C@DRwuZD=v^2Q+VZ0=*labw3WVMH3USc;+;jd0|K;X zo2e5iDZ7^y+vX0NvB0Xw0GV!87>ACBWh0lVX*MN!KCl<%?9$eG;j*fT>^ZA_YdZMj z>;2`>xZWbh*1o=z4-=KRrw-UCjmV82Z@Ugsp<5^KTA6UKEQAER>OaD*Ao(;+=1Hhs zhw1|)pL|-MhODck2q-$hEEp@rm!|FTDE719gD%Ps<2Tg2gda;?yc`*9AeGF*0~gC2 z_3VD{@aVvEBAS^@DQ8xwg>yx%o4odV5z*TP`{nh=v=Ek>oo%y`53c3_Raf(DemaB} zjt(6$Q_EL+Go6A^0C3L`lSyUXeDIH}^M>E^zaXY9qXSvy=Gv|&0rGqm>3D9iRDr>8f*KVYr-;BTUV<|Ht zpx~M@x|Q|c?WZ8zg|-pEfYMcxi7!CrZ0EW7H7DUN!ySdO)A3Pa^-|wD@$@ogfXH~X ztnstd0vY#Z>Kflo%hyY1@w80vNPvR{=g}8}fK2(Gl zL^=vJ=`nk&>JD;N_u`~I>yCT+x(tiYaq_#aB9EvOE<}(XMviaI=zb}ychkRcHW|eS zWOk#FV`HQ_w=hy{yAK_lS9MBu@D4DHa8Zzi!G)o-$JhoF32n#T*!K>g2E(?yjCHpf zUW8J?v61W>I;CIOFP75@Ju6CojwU*=K_nuWl`yxDYHe({g3*GkA0S|{(X?N3p>LUlpWBdoFOZMOulq%q}ZAm zqV(5|3KtPFt`bjLzkcq>ml@;(sv8caJ(^Q^K8Bpd;PiMF_=~hG&`QS6goi%zt1ExX z6G9~WeJgfsV`0SQ4ajbLoi%#vvw-dbHyJmeS;P=();ufuSsA_BsJua81Fi9r6rbi= zW3p&!heYQJfmrh>uVq&}j%GzumQr6itLQN`F17k$xfaKr&3!3+42(B?Mf$BJzl_0f z2~TYn-YD_=K!foe(*xO6$z)x<^3ghROOI^RgQzIa=U;`fD@V2UV+-xIjDi0D^{{Ie z1eJECxpKK4N$ayVkD{T3r0s4^miDPC9t=<8kjeyvglBwvnxEn>cvPz_ zxw^;lafOOzW!LqOMg#d_`+$tHtnwP$+Zah!>`YonUbcx`Ahs5drMj2&P-r{jAd4BXqjsPVk!t5dc1?vyBv6Y;B$F**-G z`RgGu?f1EThq0C7tEd;y*FX*z*tq&bRtQQIQ8vf0Y>}k0a&0GDH^~6H+$ZcQqQl$S zZz(WqML8I|61`d%l8v7z>QMh!9x);_2B=T==JR_1*;HBCrcJA_Pm!(BeaSFQPn!c< z3-mP)?d}k*lBt_*<)r|g@rt3>L2n?2i*hKdO0Q85D)3Jd549ImTnmg7o0em5+hDs?qxENrImvi>byj@vN{ffz3S&dKgfX1wU`*zbvE z;OSD`$hEkb(LMASb?QI}bK-u$Ch{5o-5{g$rDOD?O12WG<{LTLY2d|HvO-+tCqANP zS$bp?^n$6PC|KedH^HMqLpofx-rugT|CdEP+DdD}8L zW!Ycm4-uZ$TF%)1&XY4C9P_Go+7wHXv~fgPjHYI`L)7;7{(M!dDxF9uHxt-#7GoPP z_g6!@e~Q9t41&H5;tAm51&k5Cs9C)t| zs7t4SV=X9JI9%|`HAW$UFGEocbHwM$R2?~o^?Eyc z8W`{nFP7UM08gCK&)k+Ld{DOKD=iX)PyK>bgVj`3v9L-$@eOWf+rxjkE@z{eK+R|G z)HMfV84AFULijf-U*&90ya|CrnAk|MDc6Mpr18X$Ugi~_4D#X04+@z`$O17v>Q^5k zv;S2k{;7o?8(0bw!%r}{D8i4m9Uk)mfCk0_LSjM{vq5MRxG3(|Fku_tL)}Si?NLY? zK5QfRt-Gc9Ih#2OmoxpiA`;$JBj;%9rR}fM+JgdQ<=?aqp*bW;C;jR#BUtMUSD5L0 z@Qz%kyETk;%eZSrt=L16yT5;DISv9|S#JE>&DwwDsLZ@BadokxJoU!Iz=6-#?*2h}_q0}%nPlN!M?}F?L|w0{rmDA6@qBz7){errI@sAZ z-wtmapcMUR?hU8*EVGj~jpB)OXt-;mX;{NY6&97PHoJi2$|EM`3+LcB#&DccV)pHT7b#822 zQARaQJnpLHA1cP6kH{Rcy7Vyzst!G$w5i= z&d>4LCHfa2up;$oN6ypSvFL{47JE*M5A?|*{siL$BkM>sxg(Cby+Y0oSjPSDt}l!S z=PJpkOl&Owu`XDIT60(MbYFeD1EiKvN<7=&S#}h`kpedg)qltQyxi6DViQEM)=Va$ zzX?-SdCB-|atclKkI8XndRw{9XjhDx0H-8Ya+?!wa8;sj*4Kec(0YSrMOvW7TdmeZ zJ{6&|7yoy1@BC9;t;7OY8ht3j6ZfKE>W|LRA_a6n&=V*YGEK z5#S-SSFF2EPY=Q^K8LD~6L^;`aq39ZqUSZ%vG zD(azKSdho2{W1PH!EHK{-USajCV=!d&Ed+hl$dP)*JuoT+$HBq<>1A-6z~W?u{uUw z?I2=wh4H_=d7lYunU3E*)pq~hhcQ7k{=%z$Zs%7qkJT&3U+0QEmVcCUn${Utc60L? zuclLrcSzDK;VPMIXq9-KC(^?88GdtGwTt86J4W_eZ}&`|H^?JR$A6zd->fJ58lB9Y zJ1D|W^|lEp^^LDqy?z@kMl8>6)7J*CX;Eoz{D3HI_X%ECyRUa|v*=oMZ851mo`XC7P z@Mpme!Bw@Z2PLvOJ5nIsdcO6L?%Iy}Ob3g6LZ}sYEL3tL4i^!swwZ;BXvl^uC%9Ib z>YSk3Q}eLD!(bc&LJ0la-nRi~a+t1}Wv}5|RnDiV7f1Q;CHAi{n(`B@m(D^)!>D7m z(#&BxNFyPGiKNgi;qi-Vd8#qSE)~O3Lf#U;{C*Ivok)w8n|D@UuaPim2f0KdGc4qxjfW#_=QaANSjvWJE2Yj zwhm~kJAHJGWEbd}9w5S`C$ST$YtOnia<;T{|rgwQKVr#TB2@nkc z_Z8}%4AfM07n2`6vFnVQES|*=A)%4{pY6#dc?AOmk0D9@h3$n5+(O@=cX;+f=O(no zh))^AFgienfe5b4P9YnwfnVfJeJPaYC8QW!RZ86(SMG4APkcxmSh*ENGO~IRPI9tU zi%9)ErDObRarnOU=d@8Z#bi)DRaNZ@WgJG!dn1SgVm)sj^W8liaEdN766(aiDEK+^ zHHu>79XU=j4ii7aQRb9HvCZfcpteJgJuZA(s-@oD^3HD-nuIw1j!{|4159Z?8uX?* znthhKc1U$X88TQKtG@%Ui&{;+9IEz?6H=AA5hob15gCtTyB?9%K{sQNUqFxjgT@Q6wRBDyDMDERJ)mzJh_$A9Ul{<^COUkby{zMK} zK@`Hki}XgX3H-3W+eiH?&4V`o=n(nhJP^znEA7>S^M|gX6B1>+ui!BOuUi7ZLh`@& zm>xX-RLj$k6B$AyiP%qw}Mq1?7&}mvY&4cisMMi`Fgb z!x0dTXJoZ)_lV%o)!#<*q#*@&NqpWL`(@8^~U{T7P2#s!DFiSxy~-$r5xhgzWldf zaPa*C%FyEx;_7T)b2NjezRAF~miR?%V^Lh7^iz9&IKj+WxhGQ|#>E=bSOp%}O4{}g zj!$dh196_Lk>jhaM~99(dj5eJxqn}VBVH%?Hv$pJbBmYRh7>aW%VCJdD;~Pv`BQflEI1=H<1+ihk%i7~-4mcd*b#QUfAFVwGG?`gsSc!N5)Tk-@j|JW=Z~?r9`OJq0ucvD)D4cFt!9%_HA!sGsobD z=N_gc1O89c^t1hD`$6y4!cb2)H&05o-{FYZdDh5;eUPgya-j}V!R61@FT8Xn=H3>V z*ne`q#PNQ``rp+BkX^3n*MxivP0vR^)~^5^6xAnL&CS;>c9>Dt(b&C-wa=2IHUatt z2Uqtiu`bQooP)81M;^q_>-skF_>b62j&dw}sCQgbEHzDLXf58Dk5d-2+fxmW$}{zT zlX>~L3+IOYdnkZW7B#datBbN0Llo6L6LJ}O#J#z}CX#7N2_zvVB)0(VEDE9&@S8Z= zSxOSF)BRU3=v{fLmu3As{Y3Ue&l%kuzYtwdJxrgeu02Y#;ripJ3y|OQ+BLo#6XraL zB^`&=4;aokFC+zL?3>1rNbM*0_+D2Pm0x&f^7ij)rGD$sYGuu0a}wRpG#7H{YdbY{ zJ(Wje`#i6KDAv(*W9)lzdWfnzKNMIiSmKHszeegr7T-|%jabbG-o?HKAymGl-l5_w z6Ct5~4IXoalj#6j&tIE2x$`&Y&weNgjs9+8TY9gtRgA{ct`BD9k zcCNX?nlrffyPwJUiDh|9UrJxCps#QIQ2L);=(yG6YDf`b5(EeC$vt`R(C%4&qb{Sn zU;8i)`%0uo0|Rg`)`n_t0Mwl`u6Tn?`7;KRVjx3Z{wqllJVuCu-1tlUJuKz1lmDj1 zM1RVoo}j9Ge0=lQ7FJ{W!m#7^QaT@YWgR$|Qk)%d$Z_{vau-e_={&va-467AGyYiU zji(cjT`ls8ZLBhcWS#lm#-oov7se9HQMIFdf>o-vLv2kh7fU%36fxCCNBoYi+H|38 zF1`{3$S;5OGC(Lq`I%4j!7-x4<6N#!7hf)Z`)C zc>Y^&H>M+T{TKU?Bd~n7UAO{5qi@J>;IBmmSaLEqav8P;fw5=tcGcW82^Z(cgt2O@pdyBh*No^uQSxl3b$US)hI^S7K2-$cAEVBMAgr)UO>3^yU__x}0yXHE5v z5=y>ue6r=trvKv(sl-R42Se@UG+0fbuWep9eC>+-RdGpgE1bNJ zHkVaw&EA;i)VjqN;@@GB|qZb-6~H1~e1Rh90yGlcb&lqcGk?i1NQLS@I!2pkmE|kRn_8 zhrT{aUJLjvWRtDN4ORXzcQ4(f;^PCSajN6HjRBLnRnj!j1AJBe+79&qtC+-#(VJ=M z*S)sM-iJlp;1yT$?(e%~$Mlu|(fmBf=ast8PJ&NzGx~ zxT~A9^~X(XT#vg%ddw-F1o|(JvE9-9{o1b)>Fsg;8VllUk}eiQfg|dOn9=&uxnZEb zpkF6`;b?HpKw&GD2_(0#%-AlsVx8b?8cqZ)6<9g#Iwy6k%@j5McSOGUdZlrF4);eE zw)my-pXg?^DBS|(rpKmlOA&TgEOC_he+h~$u6Tg3qLK8fc8}UR`LKX~;(2}y_%2JG z^cAv!9Z$v+tyfgj=t7ij9`kmp0!PWRxy{;y+OTlq%h2}l_bOE`)7>T}AQ|NOPY!f# zLBY&pxGf4(2TU5E7vdKY1SAiP^}l=a5~xe)<^i3y2e(UA!GfcDPql>8%EdXp^Fj4`FOLZJKys$|!Y(ij#2NZ-gJS`ws0JMB4wC+rbjhsO;`p{4&;Yf!=?{b81J8ae_DtS7S)uFHYlx@b8Wy#_g=Vp*n? z&^F!6zZ-ljR>!ORwXN;ckiH72WA40~%9Os`y?OxS?^ubwT$yZFIG5`B%&`fwb(*J3 zhUltSLRrzB9a~!`2hQ}{`D#M49%A%L5I`P$b-DmZRY927i|hRP&~)QearBBhY8_b# z@)i)6+@!uCG#PT!QWNMZ(bLYbx}z0yP@|HjecI@)O^g$nLIFkwhxf2s8b4peFk>5& zH!Kr)!L+->K!r^A&E>6E+2h5Q?W!(#Fh5mHY-=u%TNe~mZ_>-X;WI#T3CWT`%-o^n zZ4wkw+xAu(<$kD761z;%4*y7+>{t04)+a!CSSprq&$ZdRIC5p$*KbeeK?t-AP=~g7b7tRI71@1 z`Y&?-d*s-aRN_c=OBt!`Wr7*4NicYPTlvKRkrVl+jbIvBbvz^faMMqt^`RZ*P!s^Ut5IP3HI5{!9rgOf}50YLGrG9R##$V|e{w{%k(d-jQx0o)W zlln8A(%fA<5Y$5Oz8_a&PDP72uq5g1F=J5SiO%)PK$!9CyUcoU4@XPT@$lTe3sW>c zLeeS?ZFoAukDpdGeN6bB#7{`%^1l_tFvdxq`}^&Z*#3*XDwAa?VBr~JL+%Q2RZMy& z;5Q^$>KV5~4ElDOlGeNO_J-*913# z7wfo|(h|S;!~sQ=ha<)Dm4n1LB$L80=qCpG@|dj(YhS;kl^ZSSOMj1%%Kqi&C$+-n zmb7XLY6Q-=NTGItnorZvGTY{3WtG*}E0vjeJ8iQMx9O<96GpmIU8I-Mg;L~fcQMGu$&Fn?S) zILKGW41xy#6XNT0W&de<2q8S-I$^RJXN2ovu++K!3c=!|ebCqP6!kZ;6!MyPvZ0}P zi4U&*Of1G$i5hF%{Y0MN#^61&6N98f+??E&yko=H^Nue!MdI31 z)4wL_obvA{oT8BP;?I#8j<;^<&pjze{8OjFyXS3sXE*@MP5jq@dE_2Aq9B$F!rgjf zhxjdeCcDmt4iAt;f}maG!?pSq)Xxiz&}=!1~xR7^tYs%!@PhwQ*XzutSzGVTth^k8I_%cv&s1CA4~gInZ3(Krzz32cc={F zW$({K<2)Feq>>rutlxJF6xiRrV{etSnF-|rG`M1f2UQV8zlz7-Xb*1;ck$w3X z_mb+U@Z{RnEH8p~z*#o9R<5I*3hNO)&7mWpCJ??uia2Tern-f1}P_rr1i{b^WrW``KA1z!>0xC?|ZogREw zT$@a`k09#f#mW86vZe#Dv3idwy7OuueS0XKqO-G*YHmb@Q9ndf97l$eSt zaM?K$4kGcfBOWw0fts{Qw&@G^v2r=7 zOPEJxP{P9|eG7WdK7ktc?v^;BO*(m~^o)aH%Sj3ig4bV9K>=UP?daz_o?^Y`YZX>g ze^?9ao|u^YJ;@={b^kW1i%4*qcJTu{;QaP>FGMsjGcyYZvy!b-!GNNKn>N!fX2=56 zy%P9=^V)2{$Q!3Cj;TzJ0rmze_7=?{XOK~1i<6(Cmlj3`4?E9uyh$UXb;E^F{lOPj z)i-o>kFR~&a;L=PGk&*MWw+e^@#D^ZFHD`1+!z_w4Ew9c$awcN={NRg7ce4uhWvnVVoVZQdu&g#`Dtl{KcM) z7q(xWtmci<{y+i4x&a$>c`0GmKJx$A?`Lk|<7a4ATIH!1&pWVbWM#VVeL16~za1D(OvNx zv$C_}d9ALl+O0_a=P@URdE!%6oX3Q|VfvS@W7WjCn9(A4T3S1gmLBb$!WGo?r4|8G zhX7jhT3~b;3J12h+I&uX@_4~xSlrm@$V&WV0|PBFek^G;!xabHt2=J)yWH%6oPOWk z2oC%LZ5w6OKEy%n_n!0)^6uTMT4PkNBR|?y>EO3eH?n3xy+CnzfqE7e zZ251?S&r*rntTc3$`j4NzyM8FqW!mkm{`5TOtI)e-_ymVr3i6+Y9X7OsvJXP)c7a= zc+17??*D9yn31p#jQwM)v>*6~Uxm6evWp!R?+L8v?K^~y10xKrvA9rEM0cgWB;C?c z&$ovP@!;j^Z?Lbil_!}FVUx0ZJI#DrHCdge!Ne8HPDf1!cl-&j(G7BLjy5McJ*+!I zXzo9FfSyBtpONu%TOe7~R^`NIo>ujDS}~T8ij&h*A`+687*BpdA6ML-7^0$u(8K`#+|W5jwU{F@)swR(>9_A4j{nFe$M{1 zyEdfvN~vk8HUca8B8&)53|=8f2Lab>cM<~m+rC$<1Lm=xK;(qWcKz{5F9M0-rI2a( z|Fgkv?AwkV=E;=ZfQ2LxXLQs@rA6; zbDi{#OAzbeW%4hE;U$6im7%Y2{zwOb@DGkyCV+*``^jDv?Zeu@r|pLG5YC1ZZvo5k z9mo#ibzFbl9!#a?+68mln`oRSo8<+ko<(tJKYaL5Z?5H&IvZ1g%WYWgOD`ZHaKdR4 zeZ*vLwCZRS>-HVnwkIS`>55G(>Iz9*&xw3AB48yip(Log%6hs<1FYJchgj&w1J zDNHB2r{`b7PpmdI=lHvDw=UcMxiK4Xhc#NzTBmxu8bsiMaOp>(LvxqD9qU2QTH>slgfNX+A&qdV* z;3Gxu+Rx>F)Oh%qW@a)kMX^H?%?b-wLZ& z&n-kfTN+C(N*+R~fRUw92O32%k*|?VWDmfgH&u~yCve@U2RTwz)6Q6lu5=_R9%D{1 z+ueznSQ)Mptpj(9{KGZEi4=uxC^zoLzg4J4(}FMs3@m&$4{`hDmo<(X?FVav)hmf^ z&X|FEWFeeiMTvegD4c8vpVn- z8)V)aVr@8k;bA#&{cQzXBPS?t0S&>A7rHd(iLOfRzN0nv?+N860g*dkUS13xHhBR3 zzVGaH@CyLs*bym?*#u?)Q&Nui#HhjLRGFgJ$Z2T0;haae5lP6?tPI%#^m?nex3}Y6 zj_4nH?3LRRNNhiR=GGN8U3TjW+??s2G#3=u1(3O-b3I6ar0aLXrDnl-0FRl1%D9Nr zm<}aF(1++kloG3N|D##=EmG95Ts8%l>o!0AiC!j(#xSd7aJd~>SO`$nyG7xZ&s5nm z1XBr$4|l@0@FvrR0GBFG2KUXeR-IIU7z-dA^g$#F^ndVx-97)e- zfGKKB=VH&H?sDf_XMpvMBZ-rFFpXL<*>mACXi1)Dra{sS;Cp|6cCc1=Jna_U{k}hd zK>Wmu{^{rV_4n8|7E@R)T^>@R}kSuT%yu-Pj;=;Xpz8 zJ(Zff{S98h-uuk=*TQH1TZNACd)TuB>2lROEw`9CI8+7sC{Jg72*@QoFR~lTVV_NU z)}G}IHV-P&HC}zaB!myX{*Yg<09Q9*7DBDy+m5V>urA~XsO@V0u|@-2^h@`vQZok zoZx=PRi)F+oDzvOT1R7)+;%-7MD4kLo372`Tf2L=?HbEK@vGN4ss73LuA%?9c*e}a zBJb^mjqOW$ZQu!xZ|oCSD^Encu#ob{gSw=ZY9>u13y9IPQRl;`M@<*p{C=~R+QIoA}cT79s0`mm*9)$e}B)G zF!ApCATXPJBx$Bt96OKlDb-R7XDzoAtbHVW;j1XRc-~Ua9DINNZBdcLS1#%Rg9iqa z#hq1JeC&JWQ8-h({X{ynF0s}=dUzJ*sf2tWU?>huQd$}@mPD4KEYPH zx7bVgg#Knqy4>79jcEQ`4X2F98%YB4SLM%%vov@YcyblIG>3~AW!s8 zg9T^%QYLfHcl1xrtuO6{bI#E3QapD{lR17dRT@9A)QM<#ma92MC=zYHxaS6HHekq@##31{^ zyC-3;Ct))C>hhS5tWeURo$e~R3N zPtIC~bNkY;Rvi@8jz8Vn*(f|);(32i=-K%z$1oQyOSi@|(nqA>Y=!ml)pDro^kE{0 z5WO#+O~+5r(%7)omSapk3x1hPj-;vRDidRYdDe6qAeV zs(I`MC6LY0zrS_(PqBS=Y))2^ur{JNKBh6SsVD0uiPLzVt^HnaaJ&`C*3UWdx7iDw zBI=RjK1oXD6K;O)r8X8$qqj3o9SsbO%%9OZ&}v?<@4b`6f$tysYyWy5Y$Uhit@kw& zA|jNXT{W`4zc5TI5rc`Hnhn%!Y{_p}$@yd(Et}AU5XjvPovNK?^BLE}Yfi^Oo#|6Z z%hxqT>6>!KsLyZ2NVYC-5K?)r zgmg%!(ybz$f`Ev0H;9OIcY`3^op-(G{${@W&D=k}neWUw&QW=5@3q%@*0Y|qH>GO| z3ZLcZhl2W3rhyBbJ8WMKngd*^0thhS{*HpS4g>g?9NfM&&Ii}{%m;mz&0OX%f+I}66@6-)rz%z~a9@UTI7J($G4z#gr~Up`q=@%x&Coadxx?)L-oZl%#{TSKg-m-M z>1dXkHEm2(kO?`lL^HjTV0>z3#sEo)G3+G?DLOaI1{&-_r{9x;wPrQ(zOL?Pw?gx5 zQ=uUS$o((*cG{viEJ;0%sQ&)Vv*?I@qCz}6vF1*YtJ+mLxm1$)$ooimNz9R!PJT04$tmQ#`5HD% z9IVa<{j#CV1B&YvA!lR?;j~P z%wA!Yy9LpGHI|}?pY(8#10|(kTUfVTmuxupbAqJ3d9i^=uC4?O#Jt^N$A_N);rr`7 z-ODY<3`w_@zDQtRXrNX*U3;Z;a%B_V$?gpuZ>Lq^ZG7E11l?ec=UjknA<)>nZ-!V5o)Ng z^AX!u5i8i<`*U90^N8-PRm3MPXg22odxV4EIg)? zSy{VgYm4H26_)LFa$FEOW^avSLTAF_W_>G@itFzA$8=ePzAsO;!>eSpl_^zCRIB#z z2w-Y1?;k}=2JdvRpWdoA?vQ8+A;`or?Tq2H6l%b8$a@sKsY5H>veS%z`tIJ*=3_~8 z7uTjT3)s#QU+P$tMSxU7V!z{P>q#`zN(W`F+lQk|7knR1yw=`wxe2+2bH;UgWc*s% z{ik2Ki#gW#6G#L-lSX5Z2`imw82bKBHCNr)_^vzK*4#z%*4|k|15qqxYm57xqEdyq z5xu4ftyGk9tK3vNlOyXm0Zz}lH$9i{>a%;Bn_avum09Y%*X4`Z;_2$;NoQPyO*Bj3 ziMwf+Uz+c}a)an`QQ8GgpQiug2zC%54d3l@>mhcV$?FRF(&x$s$p%-0vpJ*XC7Iyv zM-wLIwc5c=0YP^Cdau~T(U2O4bN;19P8v2D_83}W z_QF03&W|35jJpGdU@x0O@8d-#A4Df9I$p1Hg{wclp%?Xi?FB>1j#q$YN*M~rKtfT@ z5uGNhP0KqAEYb=`$~~dZ*5S^W{+pR(V!Br*AEKEL?!V(Dzt9pxF&}#Gb(J9&4}fR3DKHRikQl(J)q{B6YQvp@dJ@X>Qyc?k3h?%K1+yAL5t z3%&36M`!JlV(rVoyXdm{Zv#9im?NZN!;%&Zrm)s+F1#{Av`9ATCXFY{?IZ8jwzZuqHKnD#aQk(gRA9U5gfC^XR)V0O28dctMzs6n@riV|D#OxS|+0<0$AN%wPXm;CEy?-VP z>D%DH%$6|s9Yd*AUu==HDT#4n=vt~z+$lYHAk36B!q@P7hoV(_D06-`&097onQF2g zZ*J~Ie$r(nu@1JU*LriEpS#N2oIl4>3yj9G7tA+peofD=dDkx`HqY2HZ^qOfsX+)z ziE7|US3kRSzZk*9OS6ySPAb+#2jkQ2+O2H2jvgCzzpoIZkW}Xo^F<7A@u$v(4;?i% z5X)Dua)%U2@lLDIud2`Q@R{&=^zL437l>`^%bT&m_m%|@lyH}K;0ew(g1B&s;13l>J3{raxBk|kgsh|F6f zk5@;pYg_6p-x|H&>IkTOSu=XZlaLBd(YmZRJHQ|0}l z=`4mTWCAEyvVpDNJLD{+u2wIqVr?U(h3JYl2L-kBv^7TG(4?Lp+|cT_YLc*Ms*#`0 z3^R&H9wYz|W1`#UiEn_{&}kcm9b%}7V5r&hiNA9T>X~k&{ZXT#IW^tqA@}4WeYI)9 zV@9g$eoQoEYGu+@INltj5N2|^x#Hot%xw6{P~F|0HO)KYxz1Mgqxu6JePi>dSLX08 zE|F5A;VBGk@FDZke_hcS2I_;}7pkVlej$!Cd)fQyJU$?kLb)qroM>d__2MsR1hi+L zyNiR*_P1tX2DSHR1I84yb8G7~7S791$`Q5kdY&zQZ))-BGiDfiy~Pe54topPzZIo@ z4JdSrmna>}t>ot)$?z%gfAf)d_^e(-VK7z;QR)f%Inhl4`Aq9~=3TF^Ulfpu6I<+H zn8hYxdYy%4jC}J zzp`kfHO@AZQ&W2jDiWkpSE3UOn7P8TUpSS<>Q5HzG!itGhpSjPgE=eJtNtEWdgosl zxu|W+^6I7+TP$ja%OXoN7$$Y`MC@Z~cd{=e9Yj1cY&8V)jy#8NB+}gV^HV#9CvR&x zOi;!)kb6eo8Lk!gkP+_kNaU;=+Ryf)Q-WK#5W0$9my|*cJ>PG*T4^{vT^&u_e~9wL zT+O%CjhaeuY)kBzd*i^MK5GNkUwtcBb-}zV4>?ch9r>V> zO9y}v%eqzW?|y%MDX2SsOc;3o=ECchUn4!97b*jNh|w!D>t(&WMJwhP*!<-QzSZ`a zY$TINVM!r#VI0b*mraa0slsX75`p5@17L(Evw?aRJg2Ct^kz!k>UX=@zWG#e5tGVn6+0~Y6}6QaTBlY z!bFv7$sM9E)D8zO&Nfvv)q_);y}Z7wD?8@w>&(P1d~CHVvNwRyQE@KN)ff2)-zzEg zx8M`QuJttRTy~}9>cx;S{L(dVlUd{L-pf%%9?kxssks{I=hBS>!%^GcY<1Po(0cN` zB5<79g_T%{Dir_5ayRIIDVtp=ryl6do-?YWLo&HP_z!7OlXxv|!wP{khphbJg9jXj zzpiU*YZsQ4WkU8iS!tIs`<_@)lJTO(n~12X{eW&zS7IScTE(u%V>?hegv{NfaI0PP zP;acqhy0oV_bzU;1^%<#zT%U0lkXlH{`k(G&kbb^BaAfcU2deVpP~B%%hUB2c|2QZ zwf}d~jC`6k)8UQTCSNS1@CDI^fBf=r!e$S0`4a0XL8p!J7RWDvxX?m<%9t|Pl?bCr zr>2QPPWmE4FQ!7s95e)5E@ZMf+M~|#kmvkD$VBj&2kno`C(N#k8Jo| z5`CL*_E#C2c27U*X!{fOL%96YBlmx#)9X8hT6PsMDzkN2TT0!T+5rd1;P^i+l1G7b zuVbz`F#eH)Nww!lfnMw6Bqi*6ow0HE?p>r_Fd%5!ofPcr>pQowun;w25K8$1J73oy z2)7RQfpYW41qLG_vBbrqH+9}r9nN1LuVBW<44CnNBPCeA8&nf6q?S>@<u1RX^>Xs>i!JqwY+})2nz}kKv=jhb%Wo2c>B_tGEjIb^Bq(4MX2lbedUoEqN0Rc)Hz0~%5sf2#`uaK5`A+#!%)d);)xZSIK{vqB1#N)89T)Zz#pOaUTlBd6=SMVmd1vn z6W~8@q9!_E6seVwuOSvOO#|*!IuL-0q3+G3!TdD0%%Wv&KPq; zU%}&W%rq`84*6_CBBD1l^&)zrq)PX&kE`1rPWI|@CFnJQ>KX%3C5BgdZ=kn8j%m~rPB z^@)X6#@gbGVTl1r_`Ygb_=@} zt)?2*`lhk=M+1U{%7n-JTZ*VIIlpCHCfxt29V4#$3tffJ(=QpsVWeMDw-j@MshGh0 z*JIImN;i($!(Fn+z*Mc;X+K@JNYhbu*PRMbUA5XK+kHnQx4e3e#(?*xI79zpq{+%5?>TA6f=6dH;7kl^Lf;UQk{sBTW6KvQQ zNWB_+b`Ge?8}-CSAV!kgF=3M~`}1}s~}NeYWXec9&J>#QxRqD(~CdAxWf5p*KvGDf1P=_XNw6Yu9fcF zNCP1Ou$QT0S~!!~O0C>@w5J(T)mGRt^I4rgGVs#0-egbTovm{}f9?}PVz8|rCroB& z^kp*<=SGESXkrM+aO^3sk9Rjg>-}Ph#Z;yG^XDLKkKuox z!6Xe=Yu1s^&+l&?PnF?xr(y}YQ&pqpHJ;uC#Gn09@xIJNZ1*AS-Dk8B+dz^TrE|_@ zuCfEdN>I#0IJ}VC$Sss)#Ac{{qDd$pp)D38{NQoBK(qlEdgWN<;=9V7w zl`48QmZ61pV(c733p|Z^;FI2XzK2gKf=x$fyOZuU|F7Gq+`f06yHl<+Zq$V~e>mS| z!qq6f?ey6}=LYw=?J5?^>8q{4z`SRorQ!g77!m-TVZdJ2`+6Je`+BKcj)`66Qz)d$ z7S~C%nP%Ut1tI~&FByRwxK}*X<99|7IN|KYvMu%g1){&lW?z-AvKy^ z6Q(Pb)hF88lx4yeec77SmR(jmrCq1t)NiuNk}$;`BUfFA{G zY$%{UpIgIGYxnxKV=+<4Td{ayvX$}p$(ytOM|WE+zLe>Uhob_Y)$ywbnRdRfiIT){ zNZGKr)imYLC<%3nFW#uz6L{0Vr+!o2vACoCL%TSS{#9&CX6uEcp2+U~u&z!LHj&_?eA)+5-G_he~Z_gs-M@(}&D< ziuc;fQ<`rDlGQo#pa5RUh)|=_wt78piY!@r}LcH(vA4wmPiyM!6Yt(_?zh z0Zf0}dB3$q@T>|AM*O;goHc5w$1UQoU}T#&!xLuy`5lp>RI9Frc^+#-j|2N|^|6NwDOjMc=#mLl5@`yG87hX0MT92iN;+4&w;hutI{%PIp@XMn>A z%Fd%-(%i$143!T10=p7P%gKK=SP8%_;7;OFFy>-qM?6~6NAwqeb4JzG8!nrwb!vK0 z%&2QC*>NuyZfCVF|9j@X$+=6{qP}8k4=p;*w+N& zO{VglNvlb2&$ZT1_hr>RJ$N<4WAHUS#90e8xu!yq0g{DTaW&tW$Lb)_Q&$8!tvx?F zXHMyw+FIDm6vbVVZiD`?Ti6-GahRd znJB-sbsnw|mi0=US@83QI7Te?|GZuYvS5NOMrJE!_B-$>ewHy2p}Lfxm%!}#=T%u% z8+e;yo>Q|cq;83ck z8^~%*3EY^8Vb+$)6A>rl707~kPzLaz+R>lT9R7)_H!Plr6iF9>yB{c*)1qXh3U3d5 z=D)WxlZwWXc|yDzo1Yrlhdk_I6j-%dvIvg*(Q0h2ijrk$DjpzkHe)?(qVS!_Ng<(W z8k&di+%i}D8Z@uYZvp}9$M6yPE~#walRX;VR}Iq}2i^jnLc}^kG)&9d!@Zby^166gh#F{ z3vnw(U(>(I$jbvCUzOGjK+fL8#Kf$OE7DRGdENP8R!}=$6#HW=lY2_dp}kp| zA>_`B|MEi_J6x(6C=4YA2(yf7-<~Rc`8!H&0*mi?8`ju4-NuNvZyn zlalgsw%O-!GwJayTvuxWBjnWxsqnUHGpNrEtnfB4sa{_VT>$wDd?{>Y65-(7z0>lJ z9ffqj7S}7n3xl|fA>?m)0q}c&w!(hEtfjO!`EDQ0oGxmX=^OcpHd)LM_(9YRYgd@$ z{Ph-i@;P;3OJQs#OEBN`Us1?)v-$$|k`0sT80+%t5>WgSJrsSLGuZOYa{SCI zmHkRs{vsir_am0Q{~sA!TMqK@-`hpS#k3q8A8hJRet(-xd+fUmDyQ-Toho|_2M34m zs(A@>mpV00ecxX(LutFHygbX}WEYoG;KSFiUnk8X2+}`*V-^1Bhfc~Z)$pUQ5sTYM z-OG{;Kh|no$!q_3{UDp*5y|b_Qj(JB*$T#6GVlYgm{VqQt03`K+2QXZJzVDMu= z%vtgEf|P)#X2WC_o_6th{GM}<(HrwNW=CD=qwS3;znc9U>rWheR{PKBWpJSv3&h=s z3g!0g+sCJ;T%MGpMnwUtG3MbzgGfg!x%J5bg85oEP3c7xIzNeVLYjG&KbK^f)-C~4;{XX>0<6M8} zJGhn;`p9vOST##k&WdwryLD&jB9TX97@b{<-J~L3{$)c}oY~g_4dJ@VzXFz~LQ;EdHyP2t zff4)SyftlBrU@n`6VGL=USUn;i;0Jp28BZyI{&4v#D$d=Y4{_vscK&Kx_!dK!^22N zHX6ykd*0zKM$*rHB1QYzE6gzpBI>$Zy}K}H58Mh~_GPAjSufQYfO-Yyy+%%yXR@u} znuE}Y$jN044QZijejW0u)8mv;y9yFc zobBik#^}vj+gG|M+&b@Uo8%=Z?_ugo*4;W5IDWpB`iB<^zP}VgSPLEgNvigA$Hy&S zu`*=hPH?$vJr);7iHL|mLC3^I^zB)SsofR@buk$Nss+085)$wGtc)^=K>*He+Wi95 zAk9v|D`Dc2HiGpYZ#U!Ty!e8q=Y7EoBAJf9DsXkriY`KHfu52IBW;@TzUqRum*)x! zS+MLU8@y*;ENxWGEWt@?CR5dp>*Hmi79;t6FtBK0)wZD#0U9Oy9n;gZ+Lt^tlu&*A zYZ7Hw?Cd;Z!a1F2fMMj^rw#D)v)x}-N`T@n_$6+U?zXlY?Ck6rGx3l! zWWZcpUY>19tv!DHxU#0k0XR3XbSV`TVz4)ZgVmu@^C4^>jTXfPLZR;`hlFIGdb(LkcKc=7fzoV-+GxC}Cqi->Y))2@4HJ=(NrNc_2M0ro zfe*Ca?80fOaDXNOidsYN@1^8&K%Q{Sbi=jk@op0?p&&Z5_Cgc1@G z%j0Ft@a7L`Xx@=9tJ?1Vm99UY57oY?zfOZ4Xqbp1%EZKkjbdtg!7%tF@a9K2{0l1J zxW+*0{l@|yZbYGP-x|qp`ssga9F8e?bD}k_S01JFjSv*ua8TaLw8rI~-atzQxkg!? zd3GYvi=a>Qz+ATu4t|F7+Z;B=d24HHT@HrSIJvovK+05mIBua*pquP=u(|_p*_ZJw z@~z`nk#a+G^N`3${DRtDY&cnzmx+jyQV!ZL!piZ;xX_uInZLvLv7KB)KIi_kh`-Q| zv>0!iVgM?)+SAos?HVUMEiEmyYuCm=_6+jWo;sT#g7jX7TQ}065dqF91qszC2hJs| zHyC<;VXdg&&CR}RBL$}Fim2I6f%|efnsRo9{{}WJK(GZ7h`dh=cv(E0Xn;o0H?>w1S3(#ITJ9E6 zRLV#84;s#QaX>o8)0vHNdUZkf@F7{(FMQjD-*^ycxPMsup9FSCFHX2p#=X4z=>`kL z!;%fCi0UM>Sj#x081U|7rMEBO$?ejE&(mTEJRo2yzmcXK^6~z&VuNPPOCZJ2(9psT zM{-_badUHL+;TH8Fz^cu9Dog5ao0)<3md1WrCl6xa-qnJ2y?OlWFKUG5IO@*IB+EDI$F zjk(#`#t$@4NJZRuy1TnaCnolOQ`qzt8ayFG*`>~$-KaR|D6@D{=H`4NYK?}n#p{W$ zMxpj(j8m(%aOoHMdv?sdH#LgDoK)U<1&<=YC>W*ldBeR}Vb=H4?5xQ!ykwWrfU!*$z^7hsT%_rC2 z;_z6e7J8z!Rli-Px8;3Z2bPa z6cxU7kO&`1)$Takb!s!eFzcI^Ij;>TbM;^{Q|#day1+l)-_-@os#yY*ebqAwjI zLn@qUnImO9=Vdkn2x5=6X4scsgs@1X_AiRnR|*!hy=V63jkG^DNgPzI zA~1Ec+P)`iJp2o#3lI;Zy~vayfoRc~4NVj1c?9=vq`CYlGAi^q@pTL=&X(RClS$LM zcYigU!%~dU&M&u5t;+H0c0^1BL~ng_+Q=yEk7`g!2?`3Dg~!+KwlgFCQz~lopUVGN zl)J~`ehBj4<|>DO%g~gPWt^puY#!&uEM^>A8A8u(Im$sxOM4v$2kF*A+DHl-E(K>6 zNQGTEkPZuI@;vd{oEIk)H{h^N^4c}sySlp&YA#IZ6RGLt7adQ6(sai+=R)2p;9M9T zh1wk`@Q^DCB~SwZaCqdf^devT5yBbBk2M#}p9HAL$H#}e;!4g3&R!l;C918%ak zwEU*mAllT_6mU^tGXq#l)WzN12qdm$=0oZwCh{?k*3-3QP#{yy(|ig?Y?D5+|Jrw% z$Zun4ZEd|zebd6i0-X2G-X7B3fdo)!6s=e5Q?l2oky3QxV0MG_QuQ|0vLNe=VI_W@)ekWRoK_$y>*fXX^R z>=+T&pP%gQuMTxAAA4V2#8P{oe}qs?L`e7^ehBiqb?Bi&divmnI4y=*GA4!~_4n9q zqeuE3p-U|aUh8)RRif1o_$fBH>mp{05&5siX~PgYd=$^? z$RJuG{XT%SDTSP%ROkks%~;(jA~@mzypVGI-cnbRfZcnrOm6)~q*>#GfoHB-0WyP7 z5)SdYIOTl1`~rc@hKA{1I-O@c11l={0lLUI*D8mAT_O0svx^!RrIW3D5@u5YP|z6E z3iF4x3>kKQK|z!_4SvBE{G9zM>4%DbnsS;-=xrIil)Vf?ruO+KIF7Tcs86ciGz}2H zR8lBO8jNrdQn56&M3rKd2{}G?ftO??p{7o?rheJBzqkI~G`w9?v7)=wa?iLcyuG^H zuB&izAt)k36|z+z6I;kOXQ~{s(FWnw@FpTCAEl!>&i%y5;Ns)sYybUQDn22BiHL~k z0Kgg95U=g5_z(;p%fiY;MFBal`DcSVuy}LOCqz4tH}6crVRGG*@^wA|5q zeRkH>)buz{y@t&Xl614br7I$VWS`2L6%|xzr%iUb$M1`Fag0cIxz5A)=s8QEC}@}%B`krHBbXm z2cYSV0hR^{6_phOH>l)aHF#ZEu6Z7t(spIa#(q}KeFa@2yyMf=juyOc`oGGptqYeto_3zbtKGYpSLdD7CQ?(?|m?WCa$#4xSqm&Qt9G2y?ug5eZuj zh>bRQi*cKD>O%y86at04APmc`rL{G?=Ay>^$Xd{8-Ar9kMn;0M1z+r3f3)1Jj}~qj zJ79zQ<;$1ju+hiM(28V;ySD!w8dM+pTYkYisISx5p7ihS{%_)oH`gfNb>en!F_2H5G>tj(s zr#Q_2x&hrQ^cf3h2Wzc0TlF1a(!dE|hm-TBgVyL#1UJ8ihQ=*uA6q+!LH~pjV_Q^o z`mq58*c9i-xJB$UKfA`lofGPPr7|8fwlFu;NjH^8z;S1$`dGydRYQ~?OW!bEEZfa&|26DD5MX=_V#)pc*B}jnaUaN5 z?6E_u1pi4$NEl{K!JG-Z0s(XMdpWWUTm-o1jl-rpiGEunk#@gSs<@fJnv8*v2EEEKEAC%6xM>=Sa6Ke=2 zvvs&pPhSZb8X5JOmq8OC!<3nYmexhh2((`riC&#M073E$LQY{(kpW~yE11oL-(Q8o zV3xdHQC=O+v*4*40S^d3hfXbD8_^;mxv!X*SjGYsB_+anp+FE2fshEY4$M+$8GdGG z(lR}ra(1+pF|dMrC56&lQVh#UYH@3_%II@#Xi^k~n_<``Pd~%ce$1+F&@M>M#jc15mZ8?f^W^L zFW%Itz)pw)j~=0tK9tvhZv@e{sou62lBfeCvm!NLe|fsb0*G^W4B{cm_g6WXo*r%C>p$P7zPLoFD{z(l=}&P=HCe%{ zaI8ZdCkLEh3|{w#Zr!+l#(=Zz*Pdu^7He1QR8IQd|3Ke zF;cggh+Y9&N!UdXUHu;TJRBd&-EN~lUHtpHH;yjD;^;Qi@oH6%9{0S5y2@R?yR|QN zFv!pN_`m&GcXB=*A`E@&l;-e_ufy+!KID5y$g}FdLYvJUX;O*rx>P z5wn&_U1*J@m=YW|;{luYg^;`hgbJtgrZzmN1#UeCcnzF+HaPRo?0PAPUugjS5A<1y zUckX@la(J0-fIKJKm!*V2_ioM~S3qVJvTs)Vbzdxt>AOnJLDk>_zoCA|v<#xaX#A;jLk(O|} zc&a$de8}mOufCWoSYB}ns}248Pg+z4#}_Q{j5q10)UXQfs)+etewDZnNAzYhHwHbG z{ygM6>8}G-ic@gwpHov)xwyGs*4NjY{|+MyxPToYl%Rd#WlT)Wckm$Qz^{?rM3X)P zwb*wb9~55Dgp*L5=@Se$zPlFQp6M9?TMFD%RoUvVQgxe?Y6)CC10<>`fbWHtjMn|0-zK_ZV2f56};>aj9B{Tc9-5JnA5># z@4Ew-Az$0tP*TDSPayS1zEPTAixylO*&gERw)*Qn;$APr= zO<+HaTIDQQ_;-1#@wDPV@uvi=CxSN@eus0jL=A04q@N!NRs8YQe)vI|!|BJR#W;6) zb$NzuDgVEztSv~;=|LkzC!1Kf+)K+M&${EVAN5!9`o}K-Rqu$2HPGLky@wqLVpN!| zZuhOaXF#4~TkT?NZ`-i&-6^z`+83J^ZNv# zmrL{~h>9h5defhVQp$VZ55cO!(EiDyf%fH#z6FkMc!dMcB39{e5mX^apo1i47}BYGivJU15Y{l^*aLhqDLiuPZJsxcj3d{9m>W5t3sx5*kQ zO2F`486z>*N~Gn5A>uDtBjNn6@$*C@RmR2*;z6BXU+Jh{_Lb41Br4d|UaMdux_lGLJ-!uz6+Qoz)L6eF^YP9mTr{_?}zf93GV zHg2DmBxMeh&L7RV!-p-sNw;9}JA&7G3N?w=z~YSV`_l58-6 z8eYIRBy7eN8MPK0wccz#{h!+4B?hY>1Lxn{wwy6ZxC_5mVlDWprGrjyCUm~GFX`EK z-Zec<9T?C(HW5wOXKTvl8|74CO5XD;ym&G zl2#E{*;1X!)~#ex`7LUPVYV)~Sna05}64Lfr{8}SEUEPO&TvNnKoNR|sU zbie{s`GNtV12_B^U|c5TMuR^zqM)^UQDIvmh*qAk(a?ODrP5Kh!Gnc`+}xaO%nTjR zlf2)_Sj&2{;a#dPwQPzWZO=t8Ej^pUm0~Sj9vGD^H#XJjB%qbK!Mo^^qNxRD8EG9!60{w^IFY3g+Y_C^o!eElTp;lo% z)hbE{!vOgy=_fHCAa?+YhNW=g;^Io?4v`Pn)z$`ug?Uu__!G1Q?4#U%vQ>LcTKXza zebQHTiz~0iR6t9J$c_8+n3V}pDxo5Gg9!#%7J*{txaJIz+KYePtbA2N(Q&8<)^-e+ z@>R(0DB1hpMbOari!+0v?}2=!aWb)j;c)Wko_28c&%8>l&&BLdpT>slPNp&x^CV2x zfa{J=OpHoMFfYvm5C$BT-PNV%6SOMlEnTQ0d{ZwneC)^Q$M7Cm683Ai_g4>kF-KmG z^69n#$GKAZ{r*BlWb1e*x%V^g&Qg>3;ro6Jl;;;0kDS&?AzhxVb_@lJfaEPOGxH%N z-G8C30KMx`{L?PJsMjz_Q?7_4g4Um-smp!+DxNB8yF$1;bA^$>V(mI5##)vu`IEXf7-}!;0Cnuq4;1> z-Ps05zc^gLpbSY;rR^LV?CGMesd@XY0N5jK?hKXx%9iuvkEST0?;O|m+o;8Tt*;7e z_8roc!aPjK?|W0-5KsN?>5{q0{OKIomOz5AF&&hz$i4&GWh)qmudLA?^g}*}XvtIz ziC;~AFWesU2eNn(i30$xpN`kL_h!nDQ`{n^*AbQc_!C_!9wQyX&URrj#sH-_|wB@`CvW+~6xg$Ge=>5x*M18V_+hJgm+8XBKX0OQL`cO$(T&cR$` zX$)uTL%pfU=o}JRJ@xjpu9?{26n_Ru9&-7ZRJe7PkjeUJ5&YX+CGimuc!~`g&%~RZ&tsR#^BNaB$-KG)VZ;bS}^G9Z&Kei3T?9NLoPRn z!nI{+uo1;XvneDIP@ST%q7ZWW0ivi7V9X!^1lEJGFz#PZY7ev|adNhu9|cQg%mJBw zaz{nPWLgFh3qrZrpi zsxRTML=H=ahWq1DxY?xXj5+Ok>Cs@*05J!>h)t;BQby`xo~JyJew{<(6GSpB!1urj z8NJ1ESslz_0WU3|$VcY(4az2{0$%3=z+e7sZ^yoK=MLJq=oBKR1|mk5hQWvJFV2hSLb`KCsxv?AO{%C*P#HGto<`%Gh}h4k+t_U9$l*62nQF{!pJl zbk>%O+Ko!sN`;#;o&=lGc%TCY05R{gdCT9eZ4Il7` z3Y0yLC=!Apk==u2WM^2*2H_uWvua90-3Evu{?DA8oCcTYCrQGtpOAiYm~hD0k8#&( zfQo>*K=#i$2bBfFbqx-xAUxNTcpxA6Y^FOq*c*}zsDNg(94$o6Qw>$k?XpX%`mY{- zv^iC!TYz*H7Je|ln&-U~$w_T*soiw`HRw(aO*POrOQOSMXk(z)cne!;+tP~r>g|@b z_VAR*UNMyrdF;VaPo=i?8SF`AHc`$B!hx2tv175f<>lp2cZE1(u>6RJpWhVRKjbWh zhAr5L4hLus^+J7AC~p5(SXoF;NC_SNEBeH0`(LUDS8^T)o>-MqXQ3zB7Pj~eOO{S z#sw4$a5+eU2wsw`-4iPCAjLw+m*(N_zI zJu&}40UV`t&A+!Zlg3g@?-~lxjOPQ#{+aJC3-SENl^d<ykD)BsXGU-lgTN%g>j);JQeT$j5<~m{qHZ%1rn1;9%d||*S z*a1NbVxk+^*oHtdOGS2%j*ZzJZyUf$JOR9_US=MxB=;zoy8#^h^~v-sUP%uP0=|G9QtJ}B_@4g=}Mgss7a4?_FgN5mD=+nG??O-+Orf@HR_0Fiq*!Bj_On-(9KG{0WulslDz1wq( zUE3xnlVEXWSV8fQ4wf*Gm=uJ65TpZ7Z3!VsJ=O-=??2&co%~P6jdwXqs!|%7>MJlr-TmM=SG@{A8=7F@zKZ%F7TWaRF92IXRRfZlB>w z@@Nsed31OsxAeX1I|7hfO8goB`RNVOKX+mF18<4X;;?#1lHl%b9UYCgrt7Lk(dwYQ1z^l@zsmiH z4YDi~7zt1Xg~R_6l9RW?u0Y5xpC||!3>~8$J1uvT#Jp1wbrQ6#n!4PC3IrlZQp&)D z+aiM(;0dDulg7-VTPrZoM2)|96T$`n3QhB4FY>cV*l!iTZ3aVE4K4srJgXVjl8Q8e#>3Ls~9cUKu) z*LN5ba~N5vnVM$}6)=$BVJqP8kQ%Ha#pw;G4!i(y3lj}Z6GQ#8NW~JH8BvUHAZY!^ z(7irhWj@68DqDdHA=-q6g$GM|M01gP_uFo8!bq9Q@nmETv-3Y>zvg8Q$s0=ZM95>2nmJ@FQ0)B&^dtt=C!j#$008s? za(I99{s>Z@09eQgBxg4HgD7fXJoi+3?6Ch=ZPy+Sb=rp6T@{@r8B$+FhH5o(KDDhT zq!`B{(ZOltP}nw2v2EyJ(_yGli6#tVP#8I-FHxZohK!O!T9h1?QsTQ`yZ?TFeb?7@ zxf-rvX5QcXKF|H!_x(J-VFT;GG~N)M4j?I!h$q-+IyhNvg+aDEcPb1H4oWE}0iLEi zw!d~;YY|9oFpb3WQ*mKuB=ijXDEyWp#KVO3?ymJIGsQy>NA{Wo!tWti03mGeZ}mnX zz&UL#4DyJ63=k#@q4BT9n|l^ga?~-UY{XdAUrkT4G;BZ~r?fAraA;^qJJGy}kLZkCGSq+O7 zjm!ezVcCg}lJ+ctz-wRVDvLB&dMhgzQz&P+TyBH$oyza=qM>17Tlmd~;p*ak&<|{X z(AcO`u^(OwOsjknH*{*zLaVR(6i)Np<56fSgwK;RWx7nwKoaR2mT4ovejZtIkkwsQE@&&cqJv5uV3F?-wFGXA+}TBL=FASb_q#(+=^$oOc`#4>+4KL z=Yg*8hT(PI3X^-uKQGyQ0F`|8k6~!~mr^s5eBaDp27q^9q~|Gmw{L(+9{KvQyvE}C zOkpJIaerX@(`z--t0reU@~Pwp+wWCp3LE?QKiwYKY6(Ui)lZQc?d)>bH*In%zu+^K z`r!vZ|3i-UZPHQc0&6P5y9R)Oy1Lq^pFy7_3;liSY^+9d#Sx8GhD$3N(@}zP6TtjVZf-K<8}J-&!$xC!ZVOFXbsaWc^;IYzGr+ls`Y@%zSAiG~+zu6I zS0>6VmTNz@0>XL~$z zwD#%{A>(E)P&QIoyPALNk^91&KcX^5x46w>36blQo^Q zu0CE@z1v&b6A(|wG>s?JMTV9H7;?AHX#dJlh6E!sZ{9{Dl*VO5f*CEg;)Lf5toxQk z$4v9gGI_%0r%$bp!SFtEnS-fC6|R@^QSsy z*yBS-Ln&OmV#R_7fL6q*4!j+G7iaEaOUo5xXUSZAc`?-v2j@k3iVfHfZTOAZWGVom=>VZ`x?a{nYCwo} zxU+A|o?{<$13T^qw7NKoaY3aBhkN0ec^+O)CsS2m z49xFnYLde+1uhLVU0=VY_+3vAd(E(UHgb7v_9A)tD!i4v zgIn9~XI1z3xW%nB-+>HnWoh|9Buc=CCI(BGB+kAXtIZPFv9i}Zz=9aEK5IiTvnkBE zH)Xu;JgB6q8LJCWw-J`%aa~;;IZRW-a;kuFdTU+y&VL}95eEwh5I+<#lJxN&(#HU3 z-kRrQ`%}!NcQpTjq0Wl=HBc`rYHH5mjD!rf8&)T*yVkMS><(F07-FCTnokaW53b?> zHm{VjbJCM6ffJCwUd!k|gG3IBh4V2;+gvkYb0>A`sjhFg7kQ5>_1mRoFYOTS@p%RCmzZ3pjN2n>n3RpsR`%n5|u$y(LA^+uO_5aybv?T^sS7*~I%d*!ewc zb9}r5o>?-=l2C%E&}f&iqWfXb$H)<4oC9eAWx1=flkq;=|BxEd(Ug>Gz=gnTaSQS4 zDu)9sy`W+W!RTQ{#r(P~B1RB}UTq-?{R%k3gWb5=GIQntvNZAn8X6kjca(SV0+8Ce zAy!1wA|{7t8{K$5bgl@>1nJp=f}&K7b^8OWET1SYr=TK~fsL}Nre>~&QGk>625>U4 z0z4qT!NG*kz;CtquAX;3pSIAPAK!A<-=B_6A`zSI&+r}KqMr!*L}h=tx4J+;p=P$^ zfyO3%VHYkesz^t{gb6)$xx3qQ{O>U8xpo$>;ZKT{S+Kx)+4|jfFo!rnEN9>}Y9dHc zQ&(nw92npeEBs6jf}Wj;FU9k=N|_y~WS7dy-XaCT+umMhjkMqJ!VEY+X1*f7fE82)$G6cc|uEXMi`nYMo1{UJ}V7%F%#}CCORE5(KAPP;I@|>u|4|huRPHDJWyCX zpdL+s{{hy`S?YWt33^z5Qe9+Vt|SkH6(84+PXZx4CMwOMmOaO|8yXn!-n{YTX3)C2 zy5@Nu?)K3O2tR{{l#Kd%y8;9^*3CUCB|(990xUR-f-=Sg7V%bE^pu}sir z7nuXl7@A=`Z32!bZ@CHI$J4nC6f#cMOK%Qv+}+OAjMdh1Rj;3G3|se{oI|h}sgTCl zMMXs;bLdf4vLUm0QVTN!Y2QL)Q)y=xWX zVeIMHZsmg&lCk_mF$hk!w>Do|i#MBtVu&3T6~%m2Tp%-du1;n*=%P$mHLFD;=a*tJ zA2Xo%z>QoQ`o)~k566JMS1lI1!IP;~p6GkQ$qg)|BepsF+O=!MWr13siIFk%MlB7e zjcthxCCLJ?Pd{_ozi?i`Mwz)QFO8-e9!##FK0Ra2bB+UH$UqE|45Nf)uc> zlxIrmj-5dRpzg9JCnw3rKO7R`K*kZSjv#B5;V24Nx4uP3Cr&-GvaeX)2VzQf`P7Uu zFo#j!L)r8XhLruEA6TT&K#v3HqkWB8d>l;{P#d*<>yu54BWAieqf!3ZJ2?C?ZiqTW zPLA#K4z4IoO!nE>CWLDco0Ou!15tblQLX;jIt@qt1r5Ly9)@Sso&SCsXC}SWwQI1DYtMJ6P zaMtnT8AuiP9}S_kL))ub4sOBGx2!nVvT$95=l$rN1Eek5v=7yT2Z7=;sc`yo2p1@V z#lISKZJz0R6O-j`ZsN7X0r^Cj1RnX~rArUV-Hf`gx*(H&fcWbaxuUg!U~|M*8fxI>V~TArU+(qs`Q-SHxZHr; zS)kuT-?uLQ@yDF>O!UssR0<(346hcsy^|P!u*-;jgDXxX;D}?$lEB z%Li8>?$9Nl3k)wV40>Eu6%BC@*x({}CrZXcmJ5^7LDgTM0r2F=0^04jdd`G;bg;-9{2OJilwss=KPvKv**eG0Q?SocK`qY diff --git a/master/_images/sphx_glr_03-matrix-multiplication_thumb.png b/master/_images/sphx_glr_03-matrix-multiplication_thumb.png index f2d774ce700d1dd8760a422a5d7b1b664f1d90ae..eb1daaf95f419a3818a0cb28a1c0298487bf7ae5 100644 GIT binary patch literal 34378 zcmdpeWm8>Sux%0o1PH-hgS)#s!QI{6-7OF#xCDZ`ySr`(?(Xikalec6>Q&v}a6do+ zwF>6y*)n>JZo=ec#o=MGVLyEM059=FMDfFik1@ap<`*d7Cyv@#9v?o0AW4V_D!Zqh zq`P=0&f;`+vSYa692>*`{+Qc}lczN#fbl+dpTJWMZorS~uQ$J-3jrPaVozGTM zI((jz>Nx&;vS`-w@$OviYHw6Z6BV#G=GOlHuUSi43&t~?Xq~Tp<}68dUy#Fg7)km0 zJM%=FDtTQ0pXu+Q|G&xc%^~ArV!EdCr4~DUT4|k*mg=o&)T{jY-=3%0=$M(~K@k|W z2E9-z2Bg51f%+iuM54pO42F|v)3{v1O@@;USg<|L+wUl}8fZ$@D#<7*!^YCNnJs51 zR#sQTA|i;{*pe`G-LvyV|NJ0{6VHHN`eZSY_3^ypiEeCc40wSk0{*BRinf>ApT zb(wDa--82lWE7N#jUWW~x0gGOR##dN50Az)xx#6*D?Gq~26KlYYyv(cOOpwpZuAWd zY;SKv2ox*k%cBMl|DoUB-2CX@+R9C+t$BNU`@z`Q_+r_vGd4cHcW*S+<6-xY)CL{k zZ99|O0cwO?>EG%#F(vWw@$(7_J}s1em6MZWVrKsMZ*cHq*W~1+Ylm(nITaOb1W3r* zng%^0p92KE#$D`;vc0{3X9fZ(=?Fx*0B~B3PG4T&evGCIWJE+nVlpzu0wLiRnw`j9 zj%L0CzaUW(B**_EA}#%Owp49EpJ8FIskCL zT$0!)1oy8bfHj%T#wHqUv~EwAf3>&s68PSKHyh8$7mLLHiplUHU3TCXf$u-ycf!EJ zZr#l5b)I_H_yC@8fs6s2k`fd10W9~>y%EqLK&4vt0~C%1hv($xw%>lYM(teYd^q)P zb`a%X5h6-4SX6OGCSx;UO>7>bmoEgC_~vl$QCgI%nRd3bv$dJ-CiBzY#IW{!(Xjehr?DgM6qWzY^ZfgMn5Su59PyC&OBxRA; z&Q-N21Gu<9!J!eYZ}aghIEn#)TM%76omV**t52|7H@#gA4D`;HW+?{9lCP**)>jG9 zX(OJ|NDO{Q3kA-J34kt&tA7(C~~MiuYDp&JoAS?6AkKN z^Icxssw9tQA;`(A-MP8KjbdZvOJ-hLdbM&XV&aLzF{c$bEj7tha!>5(^WW^~pFa@4 zo2=PNHZvreKLnfgXOF!D5_*s>!f0v)$G@rkiH34{y1Q`DC$)-DP8qWMD>)8t%y0Op z;gI^vY?yqw+B%@|loTT3QpepV*VJIZ$dbgYD%aanMO{ThTaJ68RGLB`{!1h~QOTo3 z$5iZUeFBf$H%MeT1m@?#`F|*mx)2$c06iksXvw z2N-2j)ch}+V5I-*hojo_D>scE9r|H7TDDN|@$7y$5jq&3cVqWYaH2guY@hj0HC?2u z)KU3*s;`)Y+DiFSL1Ip;iL9o-s{;A%KZr%4Rt^lnsi~$gxphP>erh771Pw^jN3y^q~;(j&t>^Pv_4)5nDf$sytgWb;pt3%`F*^;od)(6=|UGJ^oN`Y_uX@YS5xFtSFgX>$1e|)fZ+M zTdoNC2?7-Vx{mg9mg@HC3p`qN#DRH{@?qv~Xf%dot^`VTa_2+AzcX04pl^60A!>?o z^6H6HVT_jb@=!_zT~Fr`mHr=M=Z??y+61ygrqB7(O#&AP_6hGuEIR&l{a|=gSNTLR8{0yt&aP8vwy+x?ww#n$9o3r^>6fT z^6uH47|1A~PlrdItB(KvA>QCx)~n06x9Pw6-fu$3wrEx7sB7EZ`g*pie(7zu@t%JiT^Wl+b=im^>Vji>YA(tndkfkDB`C9bE(SEk0H zUS%q99gmXQoqGHV95%feG1%{_Akv8aP{$rCy(G8ye4Z_MQxRjA^tfGNS4=FL!i0 zJM7n2;4Uu>Kh9Xf-6c~Al%vDFohhP0DfgmvVBXUheT!vM@;ITh= zL7W$sIOqU*P`D2$Eq@5GDAC(c$osb33P0Sh500SDZn0|;_=y(=`8?^*(Zu3=o&Nn7 z-cnusJydkj60L%`_Q8|Ndby#8OTFRbcK&`BWAZUilNIT>iLpR2E4fZH8+Up-ILG}) z16`SO=}_`MsQ9(syA8g)3w*gBe$ z;GW9il+bsJ`ktD}n%n z$*s0qu{&eSPp`^Oq%`=v14VALvI91qE9~)G#O@;}RieGt;myW2ae|b77KbSt9He4C zEG{PzO<*UpLr$no+YNdGwOeg4P=A%+*0zVy&#HbQr|z6bnp0+>X9e@TmSF8Qob)}Q1HkR zvJwm);G5e$K|wjjZTMJDR)e1OarTs-aSrxPKB-9D+zahEzK<{^Y8Vl2Pq#S- z75ajz#eH7-Y!SZ;FYLcdJ%D=>6O+i$uh41x?(?PKI?c2i!#TwAB@Le=KR)1WgrmkKJy!#-pfv7|>Oo zpAF4ijoYhV5zkBSGwd&AcYlkNjF7ZM0V-l#>vv`)nh9ppP{^vL#U`Y^aSS-?2y`Mk z1D0@5tCN}es-`h>xw^v>Co*zhj$T#m`ue2#Pol>I;%a}pC6Z4ER4SW=9;GTYCy+_v zf=`I)vc{5&i!jGT9O~-dQ`y1-c@fXI4h0(&JaScxSi(I%efmk{;D&*v|Dm|K zxUT@@c%=EYdv<)H$OC^}wv$u9x3OqeNbqbKP8WaTzIpUy%`Mc zV6)8CsC!rLfhU_>kNn!qX-lYLPe%mOT=}n8=LPZ4cVE|G@au4Yj1KiboQ}xoN%=$W zeKuXN+RjZwF5XAXf?b{EdgA`VTB||RA|YXjgvY7aM`Oz>Zn%{Wv5y^TuOliBN1Y=I z7b|#kx8Z795NfAfOjMSF!-$z>tCOv-Om#3VZtQ)!LV4ykN3-dBG$+GiOq1M7IAOyE zr=~6#)SpFo>8a|AzCSf)FoA79*BWCsRxmz+x$-G55U&`xzd%fub zuVdVtt%|1iZ}#@gvYJS45(Vg!dd?S;+{C!uMm0f`Ipj8qgUDI{XJ zeD~%K6l@c1IejjxNm>u5W~suv7KS>+{R@-wbJfTukT+uMF!`TaqeT2s$Uo$YH>}o@%Q}Nc0R@tf;dHmg(wH zjC5*!Nl7u34$vz0=TX9U<>J=TCL|JCu@eiq_Z>!Oq+?f84ry(H9j4^hqd-(sV=R;< zXX+9X`dM#Wtr;p4DJn>*{3|;vODM9il$W6MJk0M08LQP!c2WDp!3c->*M-txWXk)T z4KGMT+3r7?Lb^8&B5W(8RpGUiN>t(6Qc!m7`7vPEFPGe%AlXXM%E_$8pwbYYw6yd? z4+?dE}AJj97xKgMCjYd`<6nGM&aMBv}rzyg&>4wa75si!koPo-wQ zN*iHDJ=!mNEa)xCW&5q-WK8p)5^>`*Q@bSzQ88)U9~5poK0mB=^w!oyp9 zWu5EfX&~Vow)=aQ{tY3+_RXs`b*H6+;#d)3~xZ#bXQAvC-l8PVFPCU|SOeR4ff zFcGD78_eS{k%`uVxLhh42`|Ad8Aztpp-o}k_U$Enbi`2!ZK&EO+O~@L*!585no<>< zaG9!|_6DZh1$0Z&DM>Ih49+C82?9x+!EhdC9F|Lw5^j;#&nz_vjbfQN{zkn79=rK& z?j37{xF@qDW~9hDF8h{yDtv3VT<7y?l38+}smfu}b=%}L%L7$Qv*t7vicxF8SCc$@ z)CWesPsoF(3aFdk6j7@uSS>!UWo%JCE-)gcx<8m8UB8g;jUWl$H`oNTZXQvg26Pi< zybk=6wR;JXH6MY(~`GH zOJRe*j%rpeD*}y*N>O6KkB#-P=1qoTN(cqom+tO{WqHJt88Xs``Xoym8o0TlNB9Y9 z@9xycx79t9Mv>wfY1cZ`!CHx4*PHJVq>f{>cIY2f6!U0QW61D6D$bSTZ;MCl1sP;- z?D@8Dm(NmdQJL0OaeeyK$68^cNBo`oBYAuLDX((rjJYy4izPga225F)M(+x-lLQ;N zd~-a+pEt~b1q>PvtMq?t`%aX!-|G7Vl_;6b#wkYh%*SV)I%cdgehh%|EYuls$@je- zubdnll@%t*V+iKF1N|uNxKvAn+SxE74EuA`8MJ6A!UHEQMHyi@c#Hf8 zHQ;gBVM~em3Ah@9lv;vm_&THiw8-Xox}edwe|Fl}^&9HM8yqAWn=GBbao%v;6~TcA z>RYl>L8#;bc_u0>s8?87)a{t8Ch0FL3S4U=`%Dqke&nxvhkZ}%`}(dp`S5r(We%>C zNpn=?Tg#GpmFhzT3^G4saY{9~TTe)6XlhqawA))Mt&vS_nlvuRU1I%)}{Ecc;_Tp9!!Au6K(+TZ7{>{>X|}hCf%1zBMH{ghlSN)ok2<+QUx~ z&+-w?sNe|2M#I@SJP@Yj=C1B^$KS!~UW9yp4p#j5kHyrHavOQf)9hN47dsIu!tncQ zvaGi$&v4G4>XU0GFzthL^vRe%wj9brBeow)J^2JQQ*GC(g505i-cJ0&Tl z>YCW^C`!f3GTp<>xEOB4WVL9yi$6TZ!D$kly>1>HN#s%T3 z$&Fk0ZNcJn!ot~HMN?UHvGMM|9)1TsdDQSbJ0>B^XKXfhrp>L-6~;PQ>GO!+2)^_i zBSSjSx7j}ta(rP|_U-s#_p$|dIipjhrKdV~Lw@PDhEyH_GIufKWceHBP1iVzw6pqDt5Jd2R3^BOCSz(s@c7^Z!ew(cfG5gNVQMWC~dxE*L_c8 z5JsbFnay%AhLrT;&Ylld?NS9vN?U#fJ`1^inw-z!jCBsIr8H}f^9a5w-oJFcHr2lg zxUO8uWICH~B=o-J+>CN^Mz#1Sm9#K@o`Og;tY>r(s*cTGy|oK}`%Se@^D@H>tM&^G zT4?%Ql#kji(gvw5`Orc zE-E!Os+J=&M#Yl{qs7I34EVUAP8D5<(H5#w4Ho`GaBqEQ)>ijwp_HD(&^jD^ofen0BX*NV^g*c7Ly{$7-; zG953(YS9;4H5ko+zgI5#hz?gJVUCJ1{l-dgpckfmQf%UE+BDwp+r1v%`RnK~!#PFK zgyixGdt#P5tXB=ek!%|irn!(Kr8z=_QBC2NGT|yTD_jnZ%0q2Sdx`TKh+xa`QFND?pe1DyrcemIUQ#keDyqZ6THGsVOuWt~s5O&PDc%Fsk1IjRvARY0M%QK`(Z zC(tN2q>rfVK(5C*U4jw4x}G+y3@6V(v>A>RQ@A-jh0A4^F+L71_ntn(If9-eU*Sy~ zclGUmYK596-*K_T((Otvh5qH;)<%2(Xkt`d#DJ~BVwoWvF((GTs!NmL8f!=h_Wr|- zFq@BiQh9X2rEqblqPi+bg+m;E}^DH$qU+glk@NuO^LM;})b(w)-~l%5~0*LVRv2tBu5!snA+o zPYqXFTxNd9A(abFL?Ci1 zn~f$-W3v{8XNTZDu4ELp8GKq6rnmY_z<|rEN_e(>iSc{LuOiv-q_PoI(BB^;n%g}2 zDjp4M0`AA@fk(moG7uld=nm3v5qB;0+kL&~e#%uX1{t1eB;8?mi07%17_mj~)k^ss zoWJk~f-Md9&HIf57fw*Df4qhfHxE;8Z;x{)>g|LvojTMzi2}Zrl|=!o3bK3xWKA9^ zeA7}ab}#m_@I-GXK8**B&n=&~EH2tky^0izFPv_BL1V#yQ~nzn?^DkqexYcpk`kgL!npV~qripWcM?5gEq2g-do01)3%P|_j+V%VP zHBLRt8$RRn-r61qsQ+qAhSeLau^^zo89!bhE-Wr8RA_S+$fiqn`o7$sHm*+`-_%(z zf(xAL5vGjJi~tgQI4K;`d4CLAJRpq+CITbke7WJ1OP9m96TR_58}i)w0~j}YVSg!$ zv1E1y?xyeInltRusZap*&7$s~j9Ja8kVw_Tg~g+edfPn;@(w2oJOQxbs)-%_Qt0(5 zTtNPJTKdF~QW?ZR*>l705Y{gim?=5-kyI|Scd_3s9+Fd7%jF?vYacGe@S5)Rp;_ZZ zvL3xpA?7R%yMQhFv z@ATo7?zL&5dBsUhJ5n=9(5}mzEiNIxFB9Xf&zy0JqluBu6XT@*_KszJdqlV~2m32j zT3XtKWqngi%hujrf2QB7#OYG~;Yu?zRbqG~4*L@74_#e+XaxK|!)p7jJ{TckVX6CX zBp(K%yI*q;H)8&c;hA_G6~`t0xL9@Df@yFtI#`6*BOM{kO29}TcKg_s#VkMGiO;>o zcIjE}_G5g`>9tM%0}ud)c!0dcCrwsOAXcu~!~S+x(co8@^^cz7hjQGn5I{ieeRYqF zIK)VqH^N72r(SdIo+)CTfiD|wJA+GZvO!)y^C74=luNeKAe(&(P1?oYw6^OqZf@VA z=u&Me3_V8!`ia^L*X#cE#kY(#rFu;n;G&+>UaZ3<@)cLFdftYP)RMj2>7cwIJQFiy zW7FMh*HTZ~YyLPD?-w1ZB~H=hUpj$%f$Tz{WWCJz z+#B_L<<)DUrlzO5@S||iLB^0SA4o;5%N8J>iwm=qp#Qmr8o6B4|2BVg{jTR%2u?p} zzfh}DQKM92i%~8AnOJR^Xg|Qo6@IG8?TVUiuIE*5uUE{iFrmXvBJ%l?fAs;^X@S#9Yo8_?su7pIYm$Y^hSmXL`OK9KxAC&AKy`7lLg ze#wkVk@hAFCb*%ldbtfqocFC!d%@U$6A=7P#u}0WZ5kJo?vKry=tF(wP#S&7e4jmk z;4s5&SXnmWX0l@v6PFs88iaGs>KP5V>=lDEd*xvfRd1=snTHD6=!YvR*%L-~TD z>x(DjuSFV7mzhd>ZFO5)w?dwcM<_`s2y33k*gN))@mBctd^1qSopN1)V)21eJ6v-j zSmIx^w52T-RU)ic`3wJ#n5cy#&c_(ir#)HTslE5se0Eoy^vZtS z=qnXRT8UQ{`-3c|Q?xZWc*I>;pI~> z)^*uL1aNR6BVIh-VgmKdL^IV-J+mzKS^p~jvdNt6x$O?=h5xI)u=Q{w;?_bv_wW+7 zwxk)S@dz11O802(UKaKBbelMaae>cmGxJzET^(fJjZMr9UbLh$mMD6CG*c(eI_2kv8MSU-4jQt0>AabbokLjAf1}%w3lS9PHfvg*OsWsqqeWc)> z?wx<5@EM;AF3)Ly?Ec{a2?eFMw6a5Tw3E#wnZe)_x7(RRZ3@A;BANI zy*l?a$5?srcn=p8)UgPBDZ=51i7MFnpUIV}6qJjm!(iI<@1)2q`Q-=x8i>0IaB+Fs2#IliUN zBp&W^yiU9)c&~EaQQ=hJ4=B{J-!krJD-nLEx0){i;7V{*@Xw!!iW3Av;I6nt$l*U9 zXHDhvW2tYvy=r*mMl*O-QAJ(ko~%~r8|*Niygpo?!lRY$Gwci;I#Vpi{;2$?l`+j! zMw-hOP4uYA0w09EbwFW>2yix7>gOHQOL3TQ-*>VUVL(PqI_m<5@iv+E9GeWO8LK}V zr(a|!XRWU9TSFgXcUFv%Yf%_Aq&b$uhOEfjr*&Arj0}w%N?aqG;wKM+en*TPumk}t z6`6H9;fih&&j>nmZtCv>aS;Bs&di^KJo6#XB+?buG*g37_ktm2AbJ@zq!ViBg9C*O zRf$YXQ=&|`!3x9Cq2Q>NTwE$;Ag9|;afdk@7?DAxe-v*gj@Ohn%<(0ve7VGq*OblC zS#(V5$CW*MQmGsnn4@o+GVL~PggwN8S&D*X(K>RySt0%u z_i*sR`q%@VM)t?y5+|(is~M=-)kcxd3DdHkmkU3=Ld3n-!N2DR$rH{L`(7|hNE6lQs_F@yX{)e zsVH74DwNKAE#>|iDcPHUEtS^h8kb~1``##CHDoF+HD4R8E8MLUqJ`!y{E!TkNkuIq zV->{5S4Mz`V0Au?AIe5~z+KoE{&fo?AAh)FaLBPI0GLOi4!l3E)%##u-y<*z*G;+( zr;N~FhN}%}S<=iLApHth^PnOVl`H^6J6cP6`hAOocvoQ4FJ1bYiVv@iFMfS_{S2j7 zWq!`Yr_F89Ug^9UQA9qx<7vM@R2h%7;h+KmR8)ns!l|6;P+pLWCEhKUR~;3tW#V6e zDOfH6DLE+tUbS;rB3Jtaw&h#D;rzo)=X7xN-SS~RM?s!=$Ri;)Pz_Qc#g@|AR09?1 zT7fc$HB2+VAWghk=*jZ~o5qkwQf`_VXGYoej*hpX+pnOp0K`T_@6iqt6Y^L9AE=h^ zx=%T*>E5xmQ{DCqZ;0-Pj@@&tuOuiq-T@o|CEM*ufKs7ymQ;ajDV%$AXnH)^WJ#f__J#CaX^6RdHefjvDk{0dFt&>%cB}SdioGxo&{|(ofMe zVLff%U5PZ4S1BzUD9|(*@+vQ|L9lDc>}Y^LC`3E(o$+`i@euJ6r?mMnJyo3a3ZDBz z!6RiLiFk-Ra6Paz?`h|F=U{3ZF#y0dyxatBmkf02#uS+XboxLErL8_81JZ9m{-;Y9 z@Gekbus^futEU@CuW%vhndw2P5L`!7j>d5VBO-YVK#SAa0kbR}vGiK>HifDSMc;<^ z!r7)$w@GKtcCS}s5pV8%a6+>p>-%a?_VD$+OPyxRd^IXS40T?k$fTGXsMt>_8DFXC zs!*l`CZOob@7*VpR@d+yoq~5acRq6#;D(gri^Xq{eJ$g=h??g~_x|e}@ubjO3H6fu zSo`p7N@kPZ*S`?iwzwff#6twDmhwg#2L&I6Ee^;l&-gFgdS?%Dt|m)Jn@HVK^?F3> zX?9k`ibEBsbgpy>cT{%6Lc@)~;1ZUcq%ACAO|rA4PIkGeN>LRB`a3?izaU&-y$|>z zd(6TGfb$DB_bah>cA%XUE}dIT$e?X@1E%Rv;nXU+DozoBeEN`xp}=hIoIPK!h8>^r z&FhYe=d#bwD$v-hHx$WmJrapnZ$T`>D%c&ftliXRsGc*cfqJBCbPTkq7%nq`hDGKp@^p_@(K3u z%3Atu_Q=Awp4Ya?4R}wHTLA^i2B=^FA_9T`+Vmp*=!9HdTzwsJBt8$;nJi*ez9|kD zv=gYDTzBoBx4PcalH(9$u{46&QM>d`snD?RXEz%1Vx6ZO*L}+R~9-FoBCwE(r{dtT8`&(y#=j64g=4w z^9}#;8fk#8KyPP0w-YRRs&=*zIh&&n+symUgUu%lpHa73V7WR$jN<@O`;@&~XGi0G zN0X2A8edAZrmqNOC9E6IdWm}RrdAMLtWME^4ie%Gp3bmaeuy4CnO&x|qbw8fwz-R; zxw`5KDgDxE*Rmw07{I&&y^|=mebf(#G3LERuE&t( z;LW{@4Kr5WFG-WR{>p@Lh6WEzKO_TYP^d!K&HdYD^$u?KMmK8ZHYWt(O|RNd5o(-^ z?crU{U&mkS#xl?Xt^ny_HAIrs5*w-#^LIo#+)L?o=V`OY9uEK#C{Goa8a_Zae?~e) z8~mHh`c@9n>2Rn*|HIKOGRmAP(iLTI@O9Z{Jol(M|Q zp6`?gW)Y^X^;PHS^Ne8SWbN~{^n)w)609bVagN7#~ z5>`;BA`bzU&0qp6oTqSSQ@F%n&<|ihi1uRaM*Fs6e#FO!u}6l5f6B~qc0FZ_PxFpQ zn_ou6fUaz#DH%v*LHGJ?Y_jTEHVaGOP57wO{#X(!x1$BdYBOYj-a=q#e{l|!f?Nl$ zD9y`Gdf1xj>by|3(w{frxlM4&^H=ft=|0EfDvjw3!(R-J$%S^Hk0#71oiznaVt93A zo%eL~ne;34w~yFh_(G>c07w$$0QpC6SI7tlM-UdY*#uD?Bp`zD;PDji=)lN{kNf5G z*ox%NZJ1o-{Pw~s=D`;R!tQyWM(tNGMQ+=V?<6xuO6C#p#YN zaUG*~_gek$*S92pePUrf0NjeOue7!G82zC^3V8N?$@257qC#KOd_o_VqkTsd0Qcd$ zd@Q}d7ErpV#+mAvr18rX&9mHR@itAGYY?cRZnSrRuckcj8;h~xy9@+&lTJ#xyREji z&2G>F9m2~%uwK3*5^!@4qXX4N^F*dDe?iOeYXt>g^!qp>b+$CIlxWFEZx|ouh zD8m{_r>5$utq}ovm{a`5qTQm~Zj{+*eObShIF>um>^Qcmti76&MNil6>)S)|Xxwb2 z;jd52J0V#vQcS1dSlN zo;Gts);QqdayX?_L7Al}Zev85+3k@#d2xN^`*#q#p^qRO5~}kF`m2AR$o-bn7kY^G zlhppa@_5W;YZ{0W_@;7cRnXAA&GvgINIt|TSQ}$nq)dgLp>2+{ZM`pj6|+af-~L>& zlTl*?TUe29D0xiTAaF;!j!+I!IpY}|t?8|7d^fRrT_5)&JRFGTw**i`_b|lK^@1p6 zr?ch5Ty0cS z0f3ktexqH<$&xnHX%Xc5Cv)VP6M}J%y=I=3(i8ogzsu)+&bv$_ddA(=XPPZ46u8d~ z6#kMRrCn&SOs!}dN4CAW9$!8--EQ-&Ptl=TYOzhh>o%0oAm`wF)uk2ELOk+xihelQ zG4EKqLOb+0^tU&1p_mWgAA2>xsReXl>=Em(rQ~|)V}{5S9aF`z+!dQjtW@-2D=S^2 zAEV!|D`uXez!D?~pWd?u3K%T1(k%;jrt+GXkV`!KV)?r5vDwX)b42E#UwKr(vhoRi zTr1{JDn!4*eY> zl|9p}mEG;pLYzR9eA|%ROB7=LJ}Q)ol!-N7!d!~kWKH&#_=wEU=S*BMkNB6V6-l^)Xve3W2bz|rWrF>A+E#eEc^qoDE^flu)>t`nz zk6_hn+iv<})%hDLk~aBlZ==6fCBp=`x#!6@g#UUB%4ncS9Dubj#`4qShlIiM-)RvC zeaPu#m3@9e31{#{F&_?KqA-CA9I!mF%J^FUx|%Gb9T{sCW?;z!xBAUw10H9O@?y17 zA6`o;dI{dX!Kup`2NKX8Uk2mjx-Ri0DWXX6jjkR>>*$y9>4WC+23#Xf#9pRu1{rr3 zG-H9X^{s>)O=2(MW*@ZXRtty?fZBU>$9z` z9@E{u_9M+vZ*!efaMYh@`R(&UgI-hO#l?Bnz7C%%11~6(RMBaYD%M80S}PXA^GH1I zjl)9FxLZ(Q&rchaWEb-}eyBybP>IOR`1DNuhUD`zBK8=gA%lydZh*>2p70JVL;u6$ z45Yc{%ANg)jb3-^Z&G>29dEY$$?n*yetzQZEgZDo?cBtPXeVKBFgz&~LVfoUgjP04my_V(vo6 zt);Nm&IvtrH0qDCAHC=HYW?b5f&Gqm7T_)sNTbK9)iTy1kzb?8@PQ_BJJs;x0CKbg z&ml*7uU0MidPt}}UzrM%VdCeOcSvMvaJs_-(=*fhZ@c)HI@)>UV?5YdTJ&lY>$@{U zKXB{!frQ@VQ6qEYm7h_&Tx&Nkb1+510EQjmWZJJ7|Jan^8+Je9-p@)P9v?$?=UgEI z&H@1SP6v}4T~l*+*8cb5GgO!q36`(6?$b>RGwMP*!T=BoduN0JP#mm#H<1*=gK&F- z^ml8XGbYV1l>Dzd;t8_z@&;!pp>H%kgXPTXu#HODJ*KyN>8sY=Ox?udSPI>4Yt_LH z5ujF{AEgar{jp$eMT3*0=^KCOUT&5nYSsek`U<NA>cpZ07Z)`LY9u|x}`Q34_{U{ji+KyGOfq%svNV#uFwZmP;`bkJ#i>< zw?116@+ENV1;9pAoI@}Iwx7UuO#hwzKwyW059PLMNZ(1HA8u+)N>`T&ghH`0Kw%)H zYqD`C@U*>qg`M@nhy5|Z6sC=BIIFRWY+rpJ0M!Tgr%Uk;0QnNYw%Lls?loKSWqh@N z@5|hmG4%*oBXKM_oLMqcn9;taH%nj5kx{vet|@b<`)krJHOOVswR~7!7oEFkD&Ic1 z)nb<=NzZCidmy4cFj*O9XkE6JTwK>MN|)dh-X_3t0@~Ge*ZW(#V?)4EFy0*nQWPnb z8Ji2vGhqFD6exeq40FT>|{4E(p;^j)>zZuo5^l8aPFKmV#{(~y^S z0Xn1S_~Ut2Fi&TyO~S|>OQVGDlk-@0R_wy^t;0=9oXBGW7?N_-Pyzv2A{yhNcyd0xy0v%=aFF#|M z5$t6~$ly$bH|gGU9PnX<93ZzaHXN$=th_a2>k@fj{&%!wcDd_L&qs@iLp0SiO;KP3 ziJcW;1*P#)HVkBj*`7F?#DabnlEd8_r?NTsZ4shO#Kl|@0um*5uq4j}5SMAS?PQs6^Z zKYNWHgQ^mH4>XF&>1RD*^vu@%eDK0{1cAk*!A>%2DQjGnMmnBJbfzmM4Hs9mRpQp% z2dzG@cNL|Se(skFi1~+2IhW0M;?X)IGQDcn&V4k}$!_Z*l zYX;pNmkWetwU-GbwpRZHM;rQih2Ni$b@rXR_|9Cy6~pbuNVDsL$)=@N#kt&*&Tx;F zaLteP=GapS2Ue3j8kZ7m{EZJujD%r33WD#ZGu@N6cSWZo_YWpV2WXgn84WQ;N=Dot z90E;V_cBgJ@{^5yOy_HA~03mrNXNRt^NqEB6g2dHxqP44%P zPP~cQM_`>_1PfgH)aAnsdy4&}Q98W+F=)b=oi028ue}xNX}6+OKCrr#<+8D@N-#~< z_ReGhg2USbN!ZT!y=-N|l#~?fm8RHot;V=iYOZWxaWj$CY7P+xN2_OwS2v9t`gksE zDY}Z`$B2aS!0xH@?*n%web1FShiCT#ajlEzbCz!w(wujW>}Y7N$7Dxbf7yapwB^eX z|D=Qm&1GN=bqf2JBKVa-s{oNXxDr1nl9yZ{~8io-ELg zC#GJn_^Fl$?ijo8VHu#EwA8&f@LUO}^5)urzJfDulLvI5jVoC&U9)S6qH=UOEp{#= zb3LOl!%4vezW(U6`ggJi>-_QbNj9MQ(ZmxP^$u-{R@?^6;Jw2VmSGy?F2Tr7PAIDH zo3woRTo|gr+zzMf3FiB>&hcD1FutQus!9ti91hNvYiYE(Gs0uDH0?IeE!z-&Z#DzA z^VW8N-BA#Z{^FqtK=64gCCwJ^DCOZyQ=TilqBE~b12i^3iq+ga&!y^Kx!sycmQvQi z_ANnc7ZH`u+f~s~av80IZD9RqDxY_eWN%)BMI{3qJ4j(R-{KzqJlCo*Ixk)1Fb4^xY3>BYSCG54vg`y z-8_3nW^k_V#l$2EbdVANgH)4-#uH${pUuIORBf|9Z8*UHG*Av74Nm;~cL=;YTwPmh zbh!lr#!Q&pFZ6w1ANIG91syYi?WNnZ;Exbp-GVIe+Q{uck2+>yT;b_hTrI8@f$0GY z^re%G3ZyOUz(vcwgW22$kK6uJ6ZuF%rg&K*4*?1`NW*IN33C?ndd+Y6JU<$3SKrMC z?5a13#H^6}-hZT0_FroUjfZK3S+@g-cDEJv$j3ybtc;^mg6o#zuDf_G?9lFv4a8@2B$nw=f)M z(29|h1@hEqKk_#rBO@gvhdFMgxpwQ=idohiYOMaRhDt^$t1fH`d^HooL>@5!^WO|) z=_>n8A-?Ae;rHQ_=x79!p#(}0B=|01p9U_^m5F+y0P2^QpvU@duU_2>z$1 z_kicRZQsYKTMDIND=L&difmF@k!T2%Zkg*zjOz0SwK{z{ z8%Nenl-YxW6FO*~CnT_)RC{x)>@g{xYIyG#hxrOh0YR&thRp!>?IYd!=Og&R<@mTbr0I11?{!m)bDBG%epn8zPBbR0ub+8>9{Hd+?VPML79Ec( zjR=cyt9i5er;o)-LZ==0i3%@sdo9)U$;xFgi@9b-je*SfMB1@+65E=OX5F7;kUc3| zV!lj!>HOC{K+6~&YE|}0z`DnE|X2HJWGi}$WL)}ek zF)j{cmff(Y$t5Vf-A;Y_Jf1U6toTVv$#qIv>e0yg4%a)PpEm9d-kn}z?ZK>(N9x3; zI1|Mv>n6p|&#(GMET}m_@eng}-2(d7RGwAGBq$D!C>uU-Svj^b?OwsOda`8YoW+gq zPm_zrKAk>ketL@2zQvUOddxZDF_cb5A7A~;S-{=PC14x0XXvrX%ElgGQ|Jhgzi>g& zW#vANe9#n^uZPIJG7CE9)2-<|KW)7CdD{MdyJ5-n`(GzpUfNXi&f~{3Sht7&vi@mZ zi|V=7vV5uZj>;j7YWSmJLHArC;TT4AG`Sr{;sFtvEagiYqHG~c+4MfOVzeR4*t_HW za3%dQp2@bchBsV4T>lkLR@ZBu&IzplAg8|5CEC@pn)<}y+dv9ZTASiGg!qG`cF}Yj z6ncA;4-O7WE%(^*>KDB-a9i~}cHXP$gTHDs?>=<;TPpQP9~GO}apZI2p@Y0TM#!lv zo*$T5cJX?}urej;IL;ANaFG`zGxGE1`?!9sn}Y&?9B>Ji@=ANHgFf%rxz5ms z>!go1i1yzue?qn~Tg}?h-F^CY&Hfb4bRFH}Qf+BB$<=l_4u;wPw6C7Er5Igj46q-6 z_x1J@bepDkl2aA9{a6@3esi+ZB-7;H5g39cC;JT@HwSZf^Q3V~gik76Dt!$x%6Ga7 z!()6j(wHxf+e@r1O{w&kxRTa1H2nS@VQ{zV1!E;wm9e6mOq%YV-Y<_Ga>%4UtsGGh zIdZ8##j5@lV_BoDoH-NvwmYMwj!zW1*;OLX>2V?Rzd~oz-Cd@fAa!6GM4M`7g>e zt#b}sh<{N=y+QXECt6>r9xuL{t{D;(RE~ij#5xVXp8AZ|cEnt`s>ju(caY~yZ2xy> z=Kim!v`_Lps5Ea4iQx~enr}RBpSwFtb~Cr*-p2Bu{#ElvEtlSZ_qf+J`GvR3pFOoG z%<{amIDP!2HtyyWP1Fu#zc=D`UVr~u{4y8ujR!r4&>+BnfJNnnf_ACC%k-58M^*y@ z?0x@SthSBzse3W}NhEV{RNXh+zk6=&o}e4iiC(q*k55+zy_mCeDG}p($)cCF9(``w z@Qt6D+OkfD6-+_S-*I{qwr&nJb(R=C_F)$VzCr`<+D)Wl=P-dDFnUiU?TX*@v^0kpeA)K(drG;}%{@k?aBO9Q@_;I<@NRC+C*X2E{;r_=kQ;MOJ^5|a zsK6Zq-^^}T*Q@8{iS2sTg5sO`CnI4dQha@=a~%Cn-yM|n=eo~O80xv7=;3*+v*o!= zBQSO4HJLO$=%~SD`Nms$U#doGo8IRnO)}(|@mjaJhWxMGaxdYCMeoj#@l1L5fSztX zX6&%+M`pne%CYX3(RZE_$+PPH{`>%&BjV!f%5WgDECS}o25StJ>T3*pEAOCN$0K@a zRQgX{LBwD?OR4RdRo=#}EvZ#Hw$6(b0vV1$cn^-*ZGQP_y#2Orl$-R+C#4078U86? zF__Zaq{2WVPa)%~TY?OZ6Um8!k*a8vD!;Wd7Q!KKv}~oM`efr-2 z?yhg}b~tUFCo_-aU&XHQRJj|=who8;C5lA)A8v$`s*u05t~GI59|xaqQF{A)z1NGW4JJ5-v_e$Wo2byMz%1(Y$P!W3A%{gfqS{QvhExj5sx|9 z=Mwzyw{uT^VYLOz*Id_@`)!hS9o`q_UR^~3iH&82m(SE?F)0-p5H_4F2#&LfegvXSr2&5$}DM2{-M)w%+A;5D=J*NRMNZ5 zr&;M#CvN2_pDh?axLZMl@qs&8IEH2LQK#<^id4Pbn-%1MQWcdR$H}Ih6+vwGCxlJE zTf9@?5KVES&lo0*kebPlTpK1~CVcts&AaY;`)JmE8)ZK44pC)@GiW)tZ!6j2k!Q`S zbMN=7thkq1T-6kJo>V*Q7O6n##wh^!J72x_a`5Wa&Q){I>{BjJ*q+QyZ~BjXYLVSj zT5CzrboHoLJM$0U5}pnlLvlVh^YX}%)A`ZU5ecO;utE#+j7CY!VkA#>)WQCsEKZEU zB2iRSOw;7y;^L~05)EvWS%2~C*R>OBZreKlpUl-gBAlhv@0O%Wu8Kq$W(2dV3`q&gwk>%gV}zBQ-%q zYZIyU(USDVTWw*j)RMkC5)|YX%nI)FM^$<7aSrRZEjg)Pq=I{FOUG=})e{!YJb}>%~ zyGbpuSv|DM#e@hB!^BU+0FtNeE7iL;et9XUpVY{-m)7yh8^OP=^N&ZB!S^VMcRwa& z%?y4WZ_i{!iBZwe;7`Y=^D;WRVeqRrCX`7!6|-PQSGPEm|1MEcQC&Sfn}-h-G(ry+ zJ>B-2E_vE){8p9WmB@{iRw<{efhqgj_j`#lxOE?OytMr~&DrUQH22~_SZijM%tPsE zQ8)C|-Pu}a#tl<*P=}H2P)A?I_b?vC`}YO4GIZn2TT`fxNQ7c=7frfm9kX?j%}vqP zgd{0C-p8VSkKJ6$UhPzrI@$CgnR092u{ieSWXTa*QnoZCr@SKJV2o6YCiQR-vW0dl2o1H(JTZ`=~mHO}ci%k3mT zr#zYbXFH``U46y2F#^8dix75Hw9T>Gl4hGeXR&Dgi1n6nE&H+0o=K@r)cDWx@rN?C z^?wRT9lR&k?cOL!m4C2{dev-J#b&UR4UmSlFh%NuZZUVLckO=yrBtL_1Fa7KwO>p( z(eyTeFPcwSKecVnJX*_)wlC!wJHiApbwG;!Rl`izJw$o?iT_At)E_iCyt%*nr17TP zd5|oW{-Uq_VL$cy#dJI;8LP$p32tYPVqnGhu>IE=-B$OU(eEpxPc#@SUSk6sX}mOS z!t$n;`Cfn4^=K7*ep7+_rS~%fcUsMwm?P?+8o21RW8zghV~VJV`KEh-rmG#xH?NMpZ!U?~HR+sJ zIje&QRd6&Xi)BY!`cpspw{i(CKbeZ3$wz!&o*L8mzBL-XE8RB?maOxsGn%L&ukH9r zgc-8rvn)H@)(&uMF77I0We&qa zLCu+{Rvuv46u&Lhwu}Gv+4lxk;{TK?4xq}JcdoDQuPlA_o>=#%e|j!H{&@eGu8POb zN0gkyj29qqiTX!6xUg7`=9b56znjB;t_;989=&lxa9XrU(&WI{=g0cL*NvNKt)3T5 z&hhUOU{;MylKHha$vG;L7zS8+p8F;F%e~A4zm#V(^6BWe*_{-Y_!rh9Lr)V{>QTc6 z#(o#6&!uNx0@ef%UBIWQ3+AAWH)@zy3&Qk$7T%Hz$2)Rn_TtZDQ?^et_3Jv%qjHW+eYYnmvk*CL*3JIi zIee_syfHlOB{8v+9^3FJC&k9h5yw>~W$IWt?-?t2tckYqgR!)Y;CHL#Ce{D%OV4V? z%O3sPxzpY1DR*(3ou+%tmPTWTzTHnrp-+p~zB`8r$n9Zud!YbDx0BQN%FlQumYt|K z)YR1e*aup@F2+UeR*85V;uqHAE2~~=f1dl1Pl*<+Us)T!Ye`{M^d?!fr?4dP1J4jw#++A)mc!d(BYPZcAzx4x5G`p3?; ztv7#AWhPmwoHAZb{#`#QME&#!?pLMe0HREd5pk;~um`CVmbk4bQFu$cXy{U<{9u(EH~O_|3?}X1J{S z(35UnHfe#7K3e&Ho}5ZmrR4p6mMi=ZnZ6thzh;|>X_xmWesSR!DqXr%X)3(qWpMD5 z+S^9>CYQ~{c05KRr3;$;I7~vI7z+!FxWbP)Igw&E$3cpIwK%hL1}xU8du_Zw-iUt% ze_vZu!`a6is`Qdh$>*anIcjU`qL9khFB(mmyF3J!1xWz^i>|EG9xpn6QTw|hHTw5z zjn>-d(RyKNdDm(Lx2gI{kkrA!0j%43dwXHm^`-ad<9TsdJQz&G+h$YKj;v#iQu9>i zpI)Prh4gLvq(&;GZ2J)zmsd~?uwE1c4#znyPGF{&ze&s^ueS8}54gF+-|gU%li5C; zqTumiiHiT5{%B%=9chQX)uF2oRSk8%m?afF@(A9LBoN4Snj5(0J2P-_kRaM#IS$a{^D<90Ci$Gl& zzVC>{%doIYuf5Dk`o$6eoWC(z^ml&0Tf*Ij*96JZ(Ot(Ytvox|#PxEjJO8x%mW%3% zL*ND>(6GE}xLdNl<-GK-SLKs=E5oVVH9KP$vmAwZZ&FwX1{(het1VK0AQ)D}V|YDH zwNr>Jr1e>>pMkR9s?tyHG}T&TsH%%QBA|t%rHSYsi{18F??%#mD%M708y;0tf*L|7@n4wWf^`=x}HiWBqa2=zcdzgqM*&t z1)jw?DDKwABd9`NYKiB;fdKG%>?F4^tBw-2 z{vhv12OLHNWOy>xr6QO^WoBuqs=S<3OG}GJzL4t=e-I5h`Vf=V<93jMM+Hg!cWSCL z$AlVk-3c){*dmHOgfmjP0;ipQgSvoqh(w$GJ{-c(MeiELqnUF&dAsp{0#@k z84@3#nc3S(dWY23{ZFdW|H!#cPI4<-$J8K0dhbr=`0KKvtp5KsSH!z-Z!Jvs_dom_ z?a;?1T-Dzn3t-!8|IbgL#Id?CAwK@OukQ|md0&>(@p<=0%HFI9ZJRHcMFVPTl;9q? zK>|!%joT!Jl*mwC-rjo%lXZWkY6W5=T!}kJc2h9topuq!LH_ga)uKA1vR`QUR}CfE zm6-~Cly#G}tmsnbd8_I39b7-V!`JhPXNhe<$FB?egepP7e+Xd)4)#L`PJ*UQM-h0y zO6yrYvXUdoc~|go?*}zcI!o2V_Zcs>ydBNuoBxl5=W^yqa^>Z?_6e113eXx0Z?Z_p zDsOLXj(23UDI^>SyXXntGaw*9HCh6FgBb%DR~-^^RoU;63g%X|DK?Ca=A7OpkrnQG zrt|)Uh-g?4v*J%En1)t{9DKl9K|QosPBsn>)xEu&ABJ~5^{_<%eSE>8x;bHH%08)? zGji&+jTG%7RqN)xTY0Y;vu*wZ_*XSOL;7hV?lc7ujj^w8x-Y38*$Fk0Xu90RlCS2m z-)}DV%X#`1)QiDFST>>=vd4xJGoU#tl{7W!&_j#+@90Urn-kg7({nQbMUKEV(RmCMY0~seZ1$*A@-RZdjy} z0U9)(3k&u`!^8N7!r_k6QUUx--t9Nc{rR4h^fC|m?jVNl+IRRd*?gRB3+3UD>u(H2 zyy24GefFW-8Ci#|$QWAZ@T}0_^@eCV9E7dCK~;RY>EN5(fpsMuS16T>b5q15{C-n594)7p)#iHxh! zV|rR+AkNNE+Jck9WsPfPUG8CP;GVgKTk4DDBt}ehJWliP78EC97V_At!7GE69kMq%tc5J7KBEu7`BfoOqel$jHdza<03{>fCSp z>Aq<6j$bKtb5(mIR*u~hDeEr7KI8?yhm0kr@M$x1B-PF|8&CS_O zE0Cx^V&3-8pFbV{6^`wuq%_9&kBpA~j5|+`G+4R4wJZzlLgKjCsud~YDuI=QBFmus}Z{k)L+lO7P&{v4Z!+EWT^^dZA`wJ_)6p+T}DO*`^l51ZAX+q$6Aiz z%Y$QMt=BtEg-;n*Q3bF_`$k1EXBICpJ$(3(*g}Lze&9ekPi7GYRaM>+d>I*8i%5L# z|H@>7i@+;RV0qkXqSa#CW>D>JrJPt8UGUP4G^Fxd z2xaWM-Wn`k{JAmRBF6*B z3uie4u+nYjMwD@rVyxVkKLnt=Tw3%e+fD53Y+9@T#AozeP8(cbgOITaVCqZQ#Bs0&;QTZ)eC@ta}WwLYDis8}cP) zwHsGF+jA{VyZOVL#%M{jq)TS$q_3>4A^6eiyRF_qv{yhJ)JSc0fyyIn_VbyH>l%R< z4>B|R=^Kcho~ybWfx_mK4)VIAqa)U%@}*0~Q`1!mUb=-_=Rf8ce%n1WCvu2c%xkUu z)1PY@r)?r_sMd`cKu*S31@&Iksjm+H$a2T#mxQk(C(nOj6g$d#%cIf4)kH$kG5$BJ zr2~Gv=L;{`d%2FJ4H(Z9PW5DGXBRE}R6&*<7#gZ5v>UV7Oc!R_tCQZ=rk*{Z>^L`4 z3**iKh-*DSY!n<*+Rglcu^8t7Vpl&Ur-tu<4!2n4(C_Mv$pz{i4WY5I zjq&n+1umnTK|wGeVtQL(&i<`d7R=H{TD9$gHKH|xPv34VU~H*Ej)h=Y|f z`}uCqzJ2?!9D+pqU0NOnBBfQdw?|wI<2Dpzu=1_dPS>1hOZP*b!Xsr97w^mq^!Yz= z+7PmqXmNyS2|c9SqnH3s%cFTKTRTZJo$2J|n30@DnXmXF@Q_18Lo>_ECRojcgCa)S z^Iidv5&~W5z4nae5?5yuDQRg&3Hzj}&*S6cfPVqF%dU~u$wf|IqpM70-{a3_?5Mkt zuGvkauiXBc_T&|h4e$Dxy(a_ZqQ|uEE9Lu`?bRe`y98O;3XQRvKPM7YbiP%G4=!34 z%il+V^J`C%U0r*X@DV#LJH-nZvdmk#E53du>MTeKh|&B8CG}WEN|=?+CoCf)gQpkQ zY>IfwcJ%0DOoPCK)1V;(wdPC9bxPQZ{*%<4;UG_&3!HDG2R94heK4f z{lnQEJ9czr8SW&(qorb%Ih@d3vp!wgC^=nZe9!;NV}*or3$z)%Q9XN>1Z&))_j4GK zj?MT_j&tYE2}U*K-Ezm4b>EmJmy?r2)H6C2X>oC~%7%R3;iIQc9hBFg;Gh7&O4Ga- zXGbFsK{nR7IzXe?=>abtC3M-_ckaY-QpCl@=@#005^wdcG+M!#LD~0VE^UnSKk>Qw zc@(Sm6TkN0U!J)1`Wsf6S!)U{p1VT2=4qpEyYUI^%Kym7G=Q7*U1sG|v@+F9O*wJP z35f2<^h4w0KFy}=e0=`(^{QCOFifQxl*SAU+(Pd2PE0(Bpp1{jH=Evn@Sr%gKSYr< z`Ro=Oq>!H%c4xe-=zJTrklf+@;n*coQ@XAfGGS{2Q}&Zq8NuFB!2Cie42XRUxsf;v zVZ1G!8M1*4e#r#|g?P=>+1Xh`Kysj1ter=5wI_)q9QgSIwDcd5$!jF(eK~_=F17wQ zCogdT59h#m)E{?M>pFSoC+Z^i9X#B;x?E2lxTvAJno=duIYiOGnPAU z)xQ!#zMEg0%rv&PZoGO~S{@ocktz{+*^eG2v9`9R+O-opIl=ZKzh`41OE~;{0Zrw- zN<~|dC_K=Vc^51cN78J z()(sEw-*FicIRP{0(q3&i=>t38u?flR`1}vxn9}dpYTLvQlao4dt$5kZx|s6fKM&E z(e$BbYy7qQ_FsyOoA)=Wgy{S{37Y^ebZ~s!Oj3Z0YfrKMW$^tZhC*habTEL(&Oy|` zg~rTorE}jctBTHrTH_}QY%O0O zNE`ur>2i1ScmGJkdi~vw!p6USdu6x(`?r@qWTG(KASz?{+!|S*_WUmEU+zz<${nWF zz!?UUM^@MMaql|uVy7Q}bS@KXlWdACc-4^Lh;!2yiytNYW9HzCA<6?$d}ScGkW{TF z#`Bpod(?)f)~1OLES4n}RVxujXjQ><8doZGOI#ws5`^V49ISPf<9@mRtdpu=ZKvh9 zscnkO_g7wr#A)1L=Gk?DS_|}xR#EojH<@MZI$Ojnru&8_OGm4uIsO8i_0wOw6s3BC zM!p=$5&s{_kI0l3XN*B?nhFCC+>A|HFT4?Q!B+OA+=9EDJ`0sISq4+)t$uUvsS3%t zztfE$H-{c3OR?u2FJbmurSNT_;C+cW859|*oT{1bIQ~9@0p$>JrC+}$s2jfK-5o0R zyhdMJ{(=T3<_<)e(K&vk7P+a*E~-_oZ_-$yPdRJ5ur{X5Ua4TSTyZL@;ay@P;HMl6 zxd4?A$%CSz{LseN+8Tyjbdy~FDPe2Nk*HBVcE^lq61vbS`fHDfyOMT&e zq!Y4~ip(mj%MzEPjQGBkv})5AM`d^dL^j)%ejk%dZSBenDb_F(7ZV#87$A9^lXLpO zfdhH%2-p_=sn=4@bvO5|6cg<#tR}vMtg=;UX9Y_MKp<}_v?#JzBitp3QH2=3hlq&h!WO@V~t`0lmDwPEJ)`k)ol&+-ow z4Asy7;$GFfxD^Rp1A6seoi3Tj+V*RR^+tt1{At(^D6v?)qnzYtl%^OJs6Q*|xPL3` zN6;HHBO^Z_s$}tZ@8m_G_e`e@O%HYfZ3|P|QY(6`8 z>lka)^b^(+@9j&Zdj8^6Q<~9%QEuhb(e5w5pSL{(xRqA|*9bI3ZHt8v_sedCLQcxgfYiD=knrUUG!bYET#2sgjqPn|_d(!># zFumykYI0=e&t_k`Fz6ZOwCBz5dA7eVA{bE~k$f;ggW~CTna9q@S!dcZ^y)TN=Pl>4 zLAvukIxqjb1NZhDF`J4L)gajlZGTf>?Z*RIfM4x%-*zRLo14=vwB>-Ko8$E9L;Kg? zodkVydj*FhS!#B|Sakz_0iE=4CK2;2qe@@r?fvYPUe}Ipmwo;uxUn}YyzkljsomzQ zt#Ph}`|Nr8)A8aqa8kunY3B_0%5TrXrWjq#dNRDeBxjY8v@Y(bez?1sd1%N=Ix{-@ z2-u2uh^qhtR}$5Z@ur{hAM*ZLTsueRLzE<4xn}q#M8is; zFoNBjXiWvMokJ}i92$y4!_KF+ezfR3<+iy9s?_l3J7t7?f{(zjda9O)DwxHu(kLev z02gEL#1ZFpKim7v4p$qWioAdSKIgSYBY>mz8+i69OL(0%_^avFoG=>JpPmoMKYpZ@ zSt+|HF%~y``WFwq+=Eyh279kyx=V8cjAHu(4i|3O1+vV{H)fgBQWchG*+2B+yLnXj z+6$jR`fAw~l0N6@C7jE1xBKdsi|>b!l|JAt5=+Wo;k>ps11f>Rh6PEN=UZ z*p`5PsNUqk3Snv8LDfaYeC7ohHuw`RU1J9+R8dymTtZ{D!9g=g>Nvu8Fr~;hLRMH=>}X7GSv*&UX_; zP9qR0K`Q{$J3i{wZAxjMwCu-YHg8K)#?$-L`$ZJ2g$pP$oSimbf4Y$%0I*|GiWwLf z*xK3>JqlXOdaD2ZVaz5G5*s^E6Yp-gV9rin%4SHYXF-#%Q$ph!NmAogXS?gzrz z`Sb?)L;Aku>6$#CZ%GoGO|Q}chk~_w6CEuS)j;HVP~{$P-yT&6WVr`*_XFI zD1&%^sb(MDAM^6%$nR>54L`f-At9mEAdbJMmoMg+>+c=rGv z=It5&AiA(Mjfs!~ZeCsk2fxLE3CB3i;N?E&K-h*`a?P%GZzH=wTYDK1;T_L;E#;aI zvcSH>VrM~LYa`HsajCq0Y8KHv=*^q@K-n!NRG=j#7!Ta`0#s=@2%j9V3t+z}%W6YT za%pAs^p=hX8!0YT1WVD;I0&Qx5MW!%rR#hmmLe%B=@~5zxTO#c*d-)hZ>}%5q}@0T zVpu!pF1U?w#F)62ak2XYBrwUGOK86Tr|B592;D!mn~AY*6#yz$y&2WR`&eaE9UTiA ziXX6f?>jOyQX7IO3NT{Yo^b@c;or_2a-{T$_RK&O*^}*=iW)T79eXG#znTgM$Hb`J zzRixGt3U(K^XIz>0%;c&!&!K&K!pv0eEpSjof4u9Fj38qA0L3DEIP70Kumm(5V+i$ za=r8O1D*&00|gBltX`rFChBY)2bh&5h(~YfmqX+f1T6YGlO=#O z9TXH~Kh?DuE^{3o2?O7o9yH`okx};^WMa}uYrjt8i7Xi$9$pp7b+u{y-?o<-nt5_e z8f6yfY7#Qevh1O6!)u4B?_ja>@?B6Y*h8NmPC2!RjjM!7U1Xs0GSXr>N>kHvS=K)= zu+cqU>g;V}>A&BHZ3cq0HI}FQFT)c!-t~zGFCNb6jt^&%R>Y9Tuq;tEhSspY87V(& zRb%h2p4yuKB3sF7RAW2ZnVm+-$w?x^eTr`aZwS5+_vxThv=`nAd|*2+gk{y<=03oP zKvI6I%qW}2`SQuyVSjIL#kgugZLSy4;)F%~bkbT0dqHd|8)&(_{LO?4wuH0)yddu)c7DUjhJI7j*WX{US(!0B ze*E~wU-T)>rUmf8Atg37H67GD3K11t*jt2OjuZIZ$3cz&WpH0lxi&;Oin;;HUxj-( zowF#^(ElHxCVlHWjW%Wb!+RVZ=ospSq=_QOeqDiG?Up+4e)aJ?g}(r)07!I6>4MKcwY_@gbZ^fz&cqL~m4ZWQNR z%AwIsz)UDK)@@BWQqsXn*)IJxs_dt6m`0ht=Hb6ekX2kZ z?f>2H_V@B-PHkN)qj@01$yH32kq|s8w|b;7yVqHH{%Gyo+u54jQ;%K}2#S{b8t1Hi z3C_5L0JwYKK7I{xJQ%%=6@ZbwFP(f$h4!6wr1DM~T63$z0ls(g9 z*El#Z02}Z@yV3gcA3p-nW;Z-EbWTBG7xwE3kZg%DP85*4U=%6cn4?5&S@_qxZcr!y zkO<=M4sa$Rrclsw-yf+t5YBt!3Em7v*viR#mRQ^Titn<7JWsL zAk&(`=pL_wRiqJBuhQkqi3se_yh-+F#6$VlNWQ}H*?xRS8Qd2)3ho~RuLl905-SGr z?3JiBOH546!c;f?dbj1lIcm^?;Q|Ifh~TaFSyp$tKhLnWNJBv3oxTRwm|f^;B+ ziW%C?pO!>wL~&%9(Z<+Dgd(I#=OAXPQGhcb6g#lQ$WMQeJ0+q6z*^e^1D~@K073z) z)(mtW6=j3**?+q}`2pQELxn$Ht6qkVP9mr}6~|chenzS*2aQwP&`^nMA)W@Hnp(6( zB`E9Nd-wi^L_=`9GV}rh0$^>fjx_#O0IO382*)URi{!?Q8yg$*jkqx!AsYxD8k#Ru zJa0muimihpMbO^31ZN9o*^87TGT2A^Q26}$`JNI@fk%;7QF|QRzrPHk(hBqv1Tv^8 zuW^)ZP-y5kgynzTiy-ZYrZ<2nB+m{VtI0(t!fk@6j4+Dl6%-QkR6o-M{2cO9$;uEV zziz=}G=8zV%#h-8C8>Ir?0MkJ%Ard9|z?9*v63Yq0DDE(*N-lsvrzz*-r?v3uLx;j4;bcD+vYR*>}m@A-8 za6xS%ZXUUgxF(3#SFlV8s}95-qDd2>2qRr1@$q1IO6XQMNrDQR@GKzYF`|hI0N$c2 z*9SoGC*Z2Ct}bjqcTiV`^4$!FA*EX;0(*dVEov>FumXWw%0d$^f(Su`3J6g9D;Rfs zZy_gg$jGpulq3XBlm@b!3x|k^A}kz=RY13D_oxHzKG%4F+&8lBF*kDVHh;ROb?Ve9 zu(Syf{0O*CEwl1?xH_;qkL1$j%O+rx(BC`s_wPn#CMydIG4hz8;Sp1wJ^K%+41Z4i;&ykEYZx+^}z&YU|zykgXlAZisEXa?HzlGBfw)sjZw7z?+c7=n0f`0 z_ol!ZXygbvB(v)uExXU4+pq>DY;9fLa7_@K%WNgRqqB34S<4BvSeb?ly)O(<>WJls zg@tN1UWx8;NXVf}QD=T*`H4wNCbW!qVC*rpsT06LL^XpX62*5juPM_&_VpRd@5G+S zw`Q#lWF=^I;=U;9`LlpBAI9hs&{Qh~ukBtk}qb=|jJM z{Md)!4Qe_mXmx00|>;0WBY=krUTuO0#_wCGtF%AN=vGJE% zpLj(zzvKg?V;kZOjLY*#KeoX5FBB5eRgw|RP%2}=bp&(ZGn5S?qLkbyZ8Ca7h_13u-1!=@S0YvSf?%v;N?M7Wk8%H$t>NHxcWgg4l%}M zWzZX6i=xBAtP(y(`1B03weQ>8|MzVgB+SF0JD|i2fgF)&53{nyo{Kip)6>H%D8GHG z^ItEvJQ7+^bhIV&*y!j|rn?EPydg>tUY*?CNPy5lR-jQ3mIiNX*1O|B-xJ92RF>6- zE`@H%uBW6qog10H>vtPt{1p=7EIL0DZok4eJD)Gnl0lrve_8Xr_6pMWeufkZ^g{gRcm+N@fc`eXwj z!O-!iy!z2=vgCuArC+w8P z`qt~wc;2g8r2>e`L_&gc<%#?|4DjMynyFvxTUsg$J_~}-&Y{zsO7Hm?=vi5*GOUbHO9^2P z^_A_+fE-vsoFe}_J-=@V?1~A*GGN*G8e1Z@0Bz6zR1wGqTZg*wGK#?)klA8gmlz3Z zuIA;jUm1E)$OwecNK~}=VJ?FbDP(A(?jQ^lh`ls70>CObE&scO3&xwjgBtu=rhYWU z`GodK0_&oD{My(U_~BC2DYKvKm>n@YKhMU?`y$V>`;=vuFvg))x!Pi_NW~xgRtp-)M*4$ zRkYZ4vuJB=l8ExKQ4Pu-!QU!4`J)w__iHS8K*Q{&qi3X6z zCT=zr1_An7*bF<9h}a65?JXbgsO0MKp^C!K8=i_Z?fv|T&+iVt7CbZoj@?`5bTw$s zSoN6ZWC5|yEG*mxP$9m$z{WW0-ZTz$ASPANZ55WbQ<{rSthGe_h(DXjZ!yh7+PRe$gOc(f)@yQ zI-t^sP}%XbOv0vRNQz?aTT;ll!d5*UZRxjgr3i7vaS2ghMjK_f*@6AQbJBNm*WoFE z#Mvk@`-%Mw6q~H)_0m+x z?Dl>;f59<}RgmU3JIis6Cl`|5#6?O!`}*TEuNd>xiN>)c0Rc8P8LGLGexvN?F)=K= zpOBDBB!)LPj~qI5 z=zgKD;H5*ej)&i0NuDT?l94g8x2LhRv~+hpvduug$LD#?fqe%L9%ybie7yfa5F6G0 z zrrx)2%X}{OkAcx+_1^De^BrAXPk8G{NUmSc&dc)(2?=@aeCHHnT3Q-d4pI^t`RvhM z<~D9_`{XrVHjcq) z1m*JbGQLJzS2wpo9psA&m9x_JtHR*NU znM;SFqoZe5U7lAOmAaZIsdjDmBo-I(E=)jg#k%p@<&^gAed!BPm9%jo5St!MAxa6bIb!t(O@ z@ZTxpcQj~(#KcUUr`lN;zn2K+cl)bzKI`nfp?c|3r+HOXmEfsUbJa4RGZM114+JUw z7Znw?+xsj28~c!-s#$A@U7|I8Y|KPgU;kV%JCE?S>+)D`4U+F|3lC!}4J@yxpO3kq zk@hHE@l2FFf5g+HyPF;y0TyLoVNt+8F1bFJVZ_PBSTDMF&Rw`*;7yAE4G=v09II*9 q?gIzJD@cwVKd#7d^umRa8tSy;lw3Q6yroI-A7y#93mNBbJ^6pn3=i)B literal 34396 zcmdRWRa;zbuq6_L1qmM9-QC?GxNCw3cXtgCtZ@$x!QI_GxVwkO-DmU7%;ot3=Yr?i zbZ@%pddt>YRUNLRAccg0ivR%ufg~d>t^xr884LX2zGlMjL$D$*cv#-X{$4^RQZ=c2ho;&y#O?y9 zP^74E9|HAAK8OWsFMfgID=#Py8FBFs*o=C@p#0~o2*4sp%G4MM)XGq9Zg3vf}Az3c5>KbC4JGI?Eq2l>$r=pdD86P=HyL%7!6$vTSw!y1Tr zdwW-D(LV@8nGaYUK(pX{dJupCP9Y7Hn3%Ys>R#C9`hO3=Jm`NixWOTH*-VjQt^Jm0 zTYLM_S}T`q0f&aF7Nb z2JVRD#KitlcwD41Xcre3zX%1=fLlI)`7%u8_Z-mu?c4qNmRgzC=h~&QV0iRPuaS2* z(K#1Il)l*R|1tLm)790rSdCU8i$A=wk_icy{kL2)V+Owm2%Spdo3XLjXcEKGTq(Bs zLeB$kR-|a27@Y@o*U`mF5|FugeS6vCd;&IxgB@mgkJB-PL}I?mzGlPI$x5k7AmHi zoy-xi8ReCfP_zABc>oi$+pXhgDwqp|$rkkV_rpNI!on&`D-*lJ503?}G@4#We+}sp zws)O4(}p*&fOK$n&UZaoX1DkY5!oMDTg#Rw8D(^~-tO+V@juMY=HHpZs9L^3kJHAXeUbQt`) zGyOK&;B%$){@=?+oUD8w!?Bn{NaF}9klTZK(TI#6avPy1Cq>%Y$ zMRySLbL{$A>^+6K8*O;1KEH<1R5v-W8tu~Q_oh&c9_vu$yv-h%`+MUQ9`x5|bnwad@w6h8%BaYA zA0lGA@UI!vhIvlr7OOb(mC1Qk!V`$$zY-c-E(yubJ?WDFGqE_m7Q{@ESPY^4KMd#ErmL1$=Q9)1Ak7x)ct=#%AuAZYn4`WWSs)8K1^*4z69Y3bO> zADp9xF%1UfV=2<3vShqGNu$+V+-SaWFnAT{1b3c%-wY1roq@wNa=4}Ue&u1ehT9wI z{`vWQg0IFjHjyH77(}5|Yj#@GXKcLJ@3X*Y?-)2;@O=n%>AM}Lm@q_e$nb0OU!{kX zOai@5Mj}78>Jv8e%{4bus%N*2fbtD%;J#SR@M2|0lwmP5OvKhovShZtul<&S8r8iIvStp zwI_SHhKI!zI#ZNmAYd^ojTH;{&YM)H@A-bZxwj%XMEF z-y;_O)1Rp`7y)zls?H8&Z*=3r4ucw^ySv5(TB#iO69IzI3wfkMe?$!o1_8qpm!AGv z#)?q@kzc|fmldThF)u;eO;Q_DgKsNF%^zw8W}=6K+TA}5NudfkO)`-Se0?}aKWDAaIc(z{FXL+CVy zPUV?8;Bd-E|7A@#?QZ776J$dde3D1zI$bC5yaB<`(j6<@UqoQmyonb<S zkZ$Xw%98`CC;n5(0#Ho)xKiFn>t*stCGR%t5NXh}&tNpOR|9_c+@D1LWU$1B2?%Ct zO+U-rh+jT6slP!P`hxd~fMO(nXAg;j@ohNV@QKxYji*9SquR0>-G-NPN4G0@>Dg14 zh!}9pz~tyAZX9kUt>cw<)bCu`5@@z$*Z=eU;aA?%V%#C1;gdj3Il4H=hQrUgjy((3!*=hSOmcj@74E2kC&E=O$RIW#7^+zgfGEhEo zS!|Z0lx__;jJ#o`IX5yO>dipvPY>*UfiT9`^W*E z(q?z1I<2Xk`5>}3oMcQALqsZ@>6@f?8~B<@gT4qeUukH8+e4*6XTAc43RbK67>aSN z^q}UheZVp^f@nIh~YWCO?g?k$~rrhIAxW zja}c$)2psUt=X_(MjiX%65xen;(au3qIM`bzrTK|8Ka~J!Nm6m_kTi&L>`^PMXe&R zDeWkpV>SixITd-f-L7Z>Eq7q@hdgDh$UvAq7{@M%B_ieGSa4C3J&D`F_*ihM=3b%F z#~?7aR<)>Wa9Bw9zqy)D3T`cfU8IlNv`qNeFCsdsuczZwu)QMbOD4dRd1( z+tH^&fM|@7yG8f(t#)UzULn%6F@s4)*oNI-eBQ zw`tX7CoYs|O)r>JcbWX&V4tvi(0iNl{ZePk)G!d>5E2+Nnz$c)Fi5ls0jhJ zV_q{)&zQ3O`jx-{-~JkHXFP_p#B_1mdO73W>U!Dp>GB3R04p7O$6UjPyp>`22#mPO zY!H-y*GMyItLrfQPvS5L#Z*#6_5O%U&P4LzNH5DjZ7!zfZf`sr3aww|JwMTC(`3X5 zOeXfpiBse=+h$lZ2po3Qz7YDo!aMEz7ZuUFW}Q~u55yFYxz^FGM{}i7*4h@3DNmu< zdSZjEXERn0MD!AnT+*dbGjSzgR$QBCf>LqUv*VK}Qq(;#3C6SN(s?Y%a3! zSUvuz(#mSveQ0v1F>d`PVzGR!FyP|4t6HRR8UK9NIeO)d(`YxkqP}GGTW#cE#&VBW zgGzD4RJy@BE=0UC`5>L(kChdj6bmK|sjjG7-oj|*@at<{jLCPM2KffZj(bt8k}Lrr z%l-Prr=hylQ?s${n~ygWE*sv{KLCS`hrJ43WlsA_PE)D07p3KT0)>YcPT$);AE`kX zx!B@znUvAUWub;zB+wh3@P*y}Fl=I5_9S%Jf*tGD`m$$2a(wBSWz6tfu4m8(g!^=9 zj{NupkOWy6Bsq<({df&_;`R-)2`13|@_&q{8bvfeSw3H}yF_=jl~zbANo-|phv0i zl40X)w&b!w{c8Ukr$`~BFP{L2_^F4Tb}?aB4gEG63%4P{^vTRCI!n&v1{c0oB3Gu? z8O(m`zVsolajs^CIYbnhf+zEmNi%*@U_I zoXa-B=QHsWob76Cr<-%z6>rmy9wD3L`g*e`rffniaJ1!gkrD>yqX}^gA#aMOPkwbe z9_i9~0lY3IZ{s(|HBRkv*bm;G?a#h~(m!j$Wg@pW%Y(e@Z|L+~DyT6K%m_1OM9rWS zIHMQo)_$tLO@IZkOVs$V24@lOc`&*RP9h?s*mOB*?Og)biTulviZQFmwuv|m4f{7$ zW-c6Oa#T`(MkE#MF+`$!kr%%F6SuC5<|K%BaEX_e(a4)OsUBxfazA1vf{oeJyOz+i z;U^S)(8LE=l5VmT7BN@Oiy@#%Xc+ zk)k;t|IEu$QAmWBGd#z?l06x5G3WQu%Pwm6s?vsrWiITrf2pK?FKA)*$4Ov!b?V(V zXhp^5Wo!2)Fskj+<;CR9)0rb#eue&-HM)Kaxi0I=(`eGbTA=eu8n}rI$D~s{1mQ9; zD~k~kpbFXu;?pQ&hDSiyFZb?CvP(4*6Ll5Zs*DfHZA}@w$@;W?)=B+4*FQWWPl2rR z*>X`yuyKkyQp#1sJ(U#&E9N}do}Cs6nHLsZe@l(&_Hn)h8v1dBRIeHB{$8*H&Zem@ zV3N~UGDQkU%n~Ul*c=|e4jCf2B}}F9n?5}#HGfPEi&0MO2X;*V5iK?-#%XuehLc`- zOVbY73(e@>#+6beT7-M0$^QA)VZSj|>UUVkCnmOwa7r+Ej$HhU{l!qe`V%=qm|0vL zq$eJS>=Sjg6u8i>x?2t9Pv9~qfu>*8Lg%^x#Jg9Cr3mO64B6Q1g>>Q?ONng zekH8@HB=y11{pT>@lhi|kQEj6`9>F`F0 z|I;%x(9=qPRgX=fwqr5P4+`U}v!l{w!m7=fsWu76r%*3XqYn;29EE|2lDvQQdhjA5 z;$fMbzn$RJ_H6Nf0dI%CO+GAM{d#sIe+zw!R4Eb9oBozp)2(0?7BnyNTI0~w@CRC* zzjOz@hF>tfRlWW+p3F7lWn(Anm1rh?Lh^wJR=a=4HUR;1f|u$wYfoIdipda(R>5BF z$F1UZj#^FV86FYLpzf-C#ID{LkHVUuMCZs0oD-8|(o(Pvw5!4q#<}B8gC;v;RV*Nt`8f=WXiYyRX5b5->!HCo?*lx9Mt)V;A zI~8b#7+56WPXGF0lEON~Y!+)POVyhqVy#1eG+>{kuh&IHMLE@J>9>q!7pZWwnH1tx zah9{Pu||EOpEhOpOR{oq$MkLUgfs-rav`x1Pw1rb+k&SdGC>2g%PU6&rel{8qXJ7K zh#k(>KllS04ud2H^$@Fhj`E@OxNPsdq(qJqTLodNG$oQ*Yr1#yo?J`v(F9)i4RcCO zmDa96msDeq&&@k0#P9!wZP%idYu%rhr(0bQt5Qq#CC&5GRyX`xPEJP~DlV=iRycUbavQA7q+6r@ zrNryf(YIy9sCg}9Bj%N2n#?W+@Esb9Uw z=&=w}3+1Pyjt=WRy$QUVvz#-P-=ep7>WSDq-b@}fj}?!r=8F?~l5@m9hgo#y3sAJn zUi!43DgW-8>^{qKcvDz;K@w=zk?Foq#nu#{6TDSVEEfit@=1a)65}C$4F~ohhn4KEffbNK)=N6GUwa1Ma3de$lqhrfK*;}|?upb;; z>bFd#SMBNlxn^uby-82V~3}?usJx^oJ&GO$8p&#wz0(#-O2AXJi=X&d|e{o zO+HtJIiJED=-2w?D3X&vdl)r65l0@>2hOWat@47J;GB@RW{q1GsRvx_TT-M5jncQ8 zlp$u*-x_}|+^z@LCIrIR2)Zd ze!)jk{uT~UDd`*RKByLCi;}G9^4fw@D*@?)r_z7XLsx&PzPriB8T$wT&?wm;of1h= z(Y#sIRNUdMpS{0|`2tzjO^4XcayKVnpNXyZUBu$#;=u*pcfKz-nxdkj7Ss7MzKRn5 z&(}Uzh0nY9q@U5rq!{#@Aj);S$C|&e>tBBCc!VN1q1?1N>u=+{(ykJ|jp61V>WF$y#1zJVp4RIFXNbcDHDInZVtum@`T}HHkYGrLFa38NyiBw zvu*Kf_>XUFDdU=)Get&3o(X3Gk|o_HEZURh>ZL5WYGrSCoOqbQqa28}W@oZbmb zHo<+#Yb)o@eb-gh+LOK!WcR(Y_P}~fyO1Dt;4$*JM70VT9ap|f(nd^H10m-$XYofC zu?FsgKwWjS@rgD$V)8a)oULqQmRtZ-Uca=88JcAQE)aRLA!s3@-6yjvi^pJ@G5J1` zgKwC~FbEh3AvbS8bJoM(Q?;-xWI=n!>~^X*Yso>t=jxs7H3IF3iF~f2Lo5}IzxDiZ z6&xC>(qOF((bLIj7m7=@Q)N=MD8LeRKMb@-j@fPK{OLAXqfku#*q;Lq=zE4&lrDhMGEyJjw zTH7>wmYA-YcCQ^ufA{7>nt0&d=(S?$-|dzu8CF_Ocj|g-p&qlaG_p295NWdIIqf34 zCYJiw9x7Yo6@!b93(W5N?q+9)elhOkCgk55QXFa=MDwOs?^fTk)AQ7*X%1ClovIIZ z%W0z+q+_!Zqlc|~L=OCAOMsi05AN{`iBczKxr$UK8do!GPC+oWCId#*#3bJvQl^$I zh`7TRLXs7PUBQdp*GDry{{DtUrpk_HY1h9u-G22+7ZfopI7Jd9rv#2;9-K~inzluzWQlsU>)_R~Dy zi|WNH=kipK2!Gh{!zs2?VGZ|;=cjWobEECz2b0U>n-py3JN3*69{5n2klXXTvLb{) zsYf7CWujL!R4iJZDATB;v?oaxc|a;n&3MlAI|b(Ai&JT$eZ_^!e3V| zXa9qot6mW3FuiEGoQ9Xy)58aJFLs;d1VCksO-&u1$mD}ZLMkxq^rbgwOHnV?(1z(V zVFgr7_^y+cMtI+;TR8*O3WI?5FjnEru>c=J=YO#qY@ml@CLS4PYB)>vFrUUor}O#m zX7w52nFGR7XL9-iDR7Tf&&Q_tfK zsTkSV&Se&vIy5T{m?(w8EH<_`{;Wme4@u&ApM8dPh7z@jpB#uJ{C>=xT^0$b8BNPA zxeNb@xP^417`iLE^< zdY!tT0no4jmoEvZyxIVz2nh)Z;qK`Pa?~tn-Q6`Y8&8vvl|_I>AijJxmbJ^hHAhaZIO9z$3S3QCCdh#<;kb4NUlgc z+(hJZ+4Z#HQi<8gDU@21eb+yFRGq)Ay76_t15HW=xq*o2wl!EAIQG9*H^m9Gr6`nw zWLYV7IKU}zA7@PcsdMxl^YcY25DiD8unfTkd>AMLTgQi1YZH#OF2;I64&FKssw9Mp zU2;^!R|k_t2JN2L|K=h$e4nBy2r z;lX2LQZKwyRHhPi=rwJ zt+Z)&Y$jk^htr&9kC~|xHj-=foONMhV#@sc5#rCiI-toX{8qNC`qpj2`8l32h!*k1LY;Jipv2!yVbk;La7%D#LHl|qVI3t$x`^M?wTb;jc|(;_s%lV z&~{b!K_AL>L_#DDw=dRG9z7kJ(Y}AMMcL`@ZKeSd)u+zk^ikq%$tae(heK4hM+o@ zhXd6058N=DW(T1PHj#}BGm%n2FR;?v=tTA)SuvR-Eb`ll7*YXp-WUkd(Vxc0 ziRJlUrg8MFm?5Jfy_^1tb*w*fupF^yM2ZAJmCHtEO5RQad9Zq6dFOZHvD4D=E|a;g zxiv?_uXUcZVOT2TqH3}s3hAFxjP5{a0+R=`m4?}VZ!gIok#PSu*ysiZ1|Dv73Jt~( z75O~f0#6Ec7SXuF9nXvAZb7ZPXtJ72yVObCRePwuzS1hBl1dq&olWE0%wzP_8_mA*e7K)y;Q7>KGVJx_xbf9B1}RZ?;xmns zu%Kbj#R^6`NT;5w*a++Q(4DA78DgVC{`Xs-Gj5_!#0#au;%4Ev3n zMLt3f3>UZ`XX3dKCy`@dmSlg*hm(_11b*g|WWL;p0}wNAD7%Tr;GVncuJrvVvpM=j1q_sw`oYY)R~{;fvIlgm5Sc_WzQ=*J=mQ5;bJU5X6s` z-5pcuBK1d#RdNWSgYo5SbH`7g(mcCwv^swXEPyILgVBEJFm%3d`0dGG4n*xapvcvZ z*vcGlk=W^%yggZE_!$XaDUO-Tv{C>Zkl?7UPhnr-AS=*703FEl>b-e`-kK_5 zbNj1TWJefy2kKp&!|+LhM6~{r6xCm=f*`Bmg_H%ethplSzd7QtxY(BRdY<^{Om=3s zQ%h}zuRi~<%B;pOhHm5Z6k8PBjkrJ4e6FKk29<_u@?bdpOf5H?F4Rgle@JR`ZF7bq zb#LbJKtm>sBd(&hYntmZs_J(x_?VnAuGjKOB67Dp(8P4Ooe2bbrQvdvVd421@v1%pJCx$^AnjrYX3rX9c**=8F(ZXL1H&i-_h?F_06VgeYEIs}{kle(2+3|dkZ zQY}YMc%WVuSqA*Mrr(I?6><4nLeyS_osKmM+%v|<6VvpITf;?5f@j0=?w3=8!@$x& zs=O-YyE(cZA!ix2($^C`Raa}d@fdC1T`SI7nzA<~pf-vP)0=MdYWHFAOXZ;Q{=Di{ixD)zS-;!~s^eAz!{c7uf=xHSJRcg^}0Z39vN zgmyx7&x^u`@&}{1=igQ74?{gdb1S+#%1&n)tbDKv)t4`T(xTx-#kXvczt-x=XK5&4Z_|Iwk)G{4 zZ9#e8Wwyn3K2UmdLf96pnyiOET$it6+j*UZb-a%E*s;1!YN;TV%;&R(h$>LZD_SSciF12|34&?S&j^k|Sady^Lvfr=<}?>;~w;yI-WDhYVvy z3I>v^RW)HZqdd|4#=dT5+eB;8qsi`F`SG%+Zl>Gqa@N8ij$k_3SbtmYII>XJ0rJuH zkdqo>ap?E3fOf9CY2y5VndMk2!uM)Tr{zB>X6sF4ZWho>|-~ zcIq3SM~XKgWuQX>u!+n;utos|kWv9rlO7ZTfL1|dK^*yy0QgeXl`jyxK(?4eaUD9Y z_Y@TnZH{veO1Z|l#udO#{3ruDRPVqB*o%YB@t`u^&Iss6zUrqE$ zXZv_L9Of%b)|=k`WU}rwG9i7~CKlaCp!z*K+@rK4pD6rx+9aD)1}bX@a)&kIMv|ED z>A-}->*XbAG~Xmr#x+?e7G|q9D*N*$Mi`U*4BQ^zzY|$LG z*wjRss4m=3Wt_3qH-pE`Fyhi z(2tQ_`LQo%1nK=N6zgUxc`}M>zt4T)E{5=c$&$<9;17!pFoC$0qPm{^1urpLerCqd z0J&;rBZ=SY`tbLHCz+$!MGh-E7S&?@)5u$qX>IgG52^N{%AZl=OsTxtzr^{F@3G>Z zxrM?|Rx~$Kuq430ds5z7+CRa|8R=K?+WRK&X%!~S8sz6Xt9gsNg71~hixu{ zGviGL%d5nZLs-vp-t#>IdDXoF%Y{pq3-At2^a_xXbhTM%DW>HtEe9hncAX`|%b)9= z8QSb^v*V=WWu3q_DQ}fP{_lgx9$V4vgmQC_m={%}59D}mxuhoA+^%DygUE^vQhtZA zZ4@_6%B#Jh!|ekv&%3LLi3r=%J1L$fv?mdbc|V_m1Rf|OX$GP0%(l25Zn`S}nuPFmCg&%7J z2)6hZojuUY#dNO>mhRx}k%d9zpD3ZS&j(w?)f+>(k%J0DXG#x;|efT-(A933SV)Mr3edWrWL@=)nPzzx4f<; z+BNtFX%v`>_QE^P>5^L+#*mAFRvY>02&6LgFdG5Ty?S#xIfko5qsG0&owG3Vib_IQ z`LPG;GrwDI?zf$f!l?oJ1xT}Sr*4xeDh1t3+TA(5Xw}tdkdQHrVeQ`q^qL3Itr)3`p{Ss8_m8lxMSfx{cQ1t z&a_!LeKLb~m0jvSwmg=l=#;f?ZV6E=^?npbJgv){S@d+F!)vwnwrF_B`6*VXI~|<{ z$??!Kuwa72_P4|ZfDu0>YGQ%nFF;2S)GxgDyCva@W^h0b@1p8TxN?4`Ny(V@L7j9~ zU{)thU@3OYuRQMW4`&Q}TL0RpE2m)%?6wvl*Ymq^TKgAUD7j~L7cH8OG- ze(_M2AbBTB0Brzd%=elU_r~j1>O@(<|8)wmGBfoYGy$ho{_(e%z2}Jjzxn)0%v$YJ z{=*%ZFC59r^-41Mb$9#Ri_1Nm4pZzW?pfpMmeZFkmm;^|P=Ueib8k1MIfB;9mo3OP z%~OmktQfN^9f8hQN-5o&BeKY$>!b4}^S`CAP42k&_TypCKBsnt9XyE*{mX*(pW9Qt z}&u=5IDT?jbz4 zLJNYkfBGcC%wCq>byaixDS@L;>WS-(2*V;7Gn;oFa$f4f+Y9`n@@n3}c!O7qJejx9 zkd#p274qP;yR6aqN_&U3VDZ}s#{PzV+FYL~DNB0*ApNFu#KXcgj9jL9SW33Ymoe?6 zioK{WzFYv+apchnAiCzD|I}`;Mhto?`U+k1@l~Fg0JVU7g?GbE-dmF22D@>ul)*4Z ziTb@-lAcOr6<6h|2*zeI&M929~%3I4Zc3*>fe{|TW)`va^9GaEsY@Xen{0T)GrN* zKFKjMMTdTUNRgnzzIsaUoaqpM3X2#_O<}WcYl|BQ!OPS51Mdn9)hZESW$FB!qA$%* z$;tQaegwBR$C!v+LQf{9C64?&A-i|HO8!*L>yHb`amvTYKo><=>S@1!`$Z?DAs5IO zP?^vY?xmX{z!>#rGr;VOB*vNsvt39zG`bZwd0oIpH!jf8VB}MgD0J`1q4*hP@gaid zT8nkovsei+S)k3}|2%3K%a(IsIM7N=o{Xn>{h&3U^lwFU23wo-Z7JR#-$VJ@KC%(W zxq4f$#{yF>dG$oqU~mn7fy6r96(L~gUCV9t<7!~oK!%mvf&Sm3&t(1aBO~sZZPzYz z{1*c^?rhD@xA{bg8fNc7``6}2lo=iQJavmwy<{hBxGXN9W0{OnE!zAma()q~gtaD& znT?B5E|)(u?87eH-*AF*3XO*jjffRkxJ{de`6D{7{9~kqEw_1%utHVk2jVrS_E+_Ry zS>hqO;IH)Vwq=GWB|nrZJ@EMwVSk{m9>-OdXvsifSo{6-FEfBoCY?}jmLg4TKPINB zYM_H*mibm$Z~ARX8N&t9xNRSxePVhYX`-|7-bVNeHazm(-w~?wiV|<)p*TfnhO#jL z7Iebu_bqmnz45*OTJ65B+F|*|*JCfRmQ652aO$u39i$6VQ8I+GAPt-YHI)#TG99Qs z0IUs|`-rxSaSdQS;vv6a7*cmeoG8bm+gRcAvMM|;U4jCBqBXx9SxlIl6@$G?b+(0y zwWq5w`4koc>Km?cQM_%lqCv;(HnG|dmPqdF|3tA*SY=^?nHydg2W$8t0JQk7C;tBD z|Mbew!WPFk+FHftU38-r6#G%{YtzVt72kvPjCq~jA_&kSUOn!J1dGqR#rk`{vHtbY zHV?JN3k33pWukindfWYbuE&0T!M0rw?#LD`oOFdE5IuMEc6JO4<&tHTO z4*{sC-A>;xjE2S_ye2;}7M|rr7|wY;6D^=sviRQJdp(*L=`%s4`etzZo>d;y33Y)R z6S+ncyCBfItkXRa@~y9l9Dp*3M#HMNR}ltI2nX+OI*VMDP6pHRgwIKdKZu`? zg-3v_43{iKrlsszjy~N4oiVt*E|hfM8@*ry{RP#agC?Ijh8cFl3HvwZRpp-mF*m;N z{QM6;-}f6E#y|Xu7ij<Y%V;Ndapwzo>*b?&L>;_fYrY= z6cV;{D-{HbLS~qb@ZrjQQp$_<%mDiK+I82|)%3M`#Pf`LyiE^N4PUNUY%vHw%>3+y&*SMl_%g;~6MPv=pR&BN5_!iUaD_!F_5aQ*fxL zSxe}e*KTmn$`tbf6Qb>$+f0)*be&~CG>kZ?YwGhrbcjYdq2H;OE%^IUYQd)p0UX%! zUgP#chnxXm;(!!HM))TB#$tAW<5_VU4$vC5uC|KLo&m(2z<`B&VFoWutD9K7q*9$8 z0+n&JGTZNcfewgTlfo817l8O2Nutx`M)N4@P7sB(;myzcD^#5e#qRGgWYb;$9~xb#JTPPkwU z%Ff$BZ`UApSAH*Dh0iz1s~tDBzOlJ{QqGq2b1$U_H~>-n-lBa?=GwA67+H?AdT`i? z;TdrD8kD{<)8uiGmk}i$OK1A7>&a(_RT&v|+dUs93zN*$`&-2EKxo_;jF3vfmR@N+ zpnNQShR|NEyuv>vkPI|*{~}A9GhLsm2MiTkCc> zDIE%Wk8o$u7{#b)UUi~KFWNzhG^UEo8`d}47l3gT2Ljy*{_AL z;VQNl)uTw}#YzIBHJpZP)&$1Y!Wzz~G!D1kLbBm4L!EWBhA>jP>0Tei3+~V4V5X+3 zJZe{uS4WSxuD)`TUrnXOr1(1X#-}S3dJ5m@X+y8yuGf9C88$3>_1we>8t$5Alj9+B z%W8o+X6+n*riz$FgEJ5ZP-)hetAn5@Bxf*0Ns>77IVIVYL5C?ABXiNYAU}_0>tX$3412O0T&@}0-x|YHh7iCW z+~LD()g7!xmhNy*1ENRky>Z(niMPRt(>l!yvi5$Nmv6({yl>is-N;kv`oZ6FF$_l< zarj9zMHc}eq=bVn5VGL08M_9eE*q4i{#89*YG8l@WnmoWfjMW&KBng7eF`-ai(d|{7hf}e5D^AL<>W1N-^c;##ce9zZrSCF;g-GJC+V@ zN~FTk4^T@*H_i;(9c?$@0QrO?ZUXbzOvfsb<22yW!Ne1LHF> zHCeUj{2mZRjyw$d-tk7RZ4U19+bKvEQjSsaKxc%4H`se zj(qL+!}I>L>p2&|FkZ^{k)^M3xn8YD-2MC-Ljly-UuB<+rj74Uqt3Ku9FSa~j^Qp) z+f?4G7Y7ZE{Mgy`2lM?RM=&{pMI#Yn>a~ zcpOVBy_cO|y=PiDCO9je{nSw-KVYLNPH`4vZ>SMQ4c^>+VUZutsEse-$fNX`zuf{R z>&8GCa*iaYP+#9HN6L3~*^z%dk2x{PdL)tZ(`4|n{X1VDxoZLjqCUGw{jHQ00@o{^ zW?;h^IKO*Z+FI+@u1v8Zk@Zd0&4`dmYK;XdsMdRUX|Z;UM-Y|>Hv37V&&DuU;K}xM z$Me$VxEewTuOjny9~iyM;G??xq)aRFkj*h&{#SUNW*NIyqC2!+XPJGWw(vmy;{xu8 zkmg&?^tCKKZ~ad;7ITYNO($R&Uv7n|AkZ+x{8bPT1Qh`G)}hK}GcSTjxv%_ZyudcRlREkf0)0 zVeR1<>2h#`$G22eK!>!6tTzQ1bXUu$P=gbP~r33^Xc*$sTe}j z)79p-x7R0kclXW1!=b4>DeX3QmJRPKB-KLst+URz{gc7)9SnYsQcW>STIUm5JBE|y zj^u|K%J!wJjg$MYIM_S&vcXkjS(n$G#Ym7FUPnIh=Jo0^)6 zFX)|u%VGI$Go3n%?(QI1r?!Dh!x^|EksGED&A^5xkJGN;zRSO%L97fN;ghcAyID8K zYL^_p#MgvNUw2JW0LM{(n;aLod+`Vdp@rFW4o;!GbsU7d{V~mzP%(y>{S~Mc->@+8S>ra^92$0TDL#AlHVsShk>#7NC~vlrJXx zYJit17BX>}A?kFR5*;I7xNc{7>s+E801n8r{ItKh$teaist&*|j}>Q;!$vKWikKLG zVXt0veHNPx#J&+UF25i&;M_GVBiL}cDogvQ-c~d)6X8Thy{)mEl^cPQ`^)VMfGo8gd?liHU~LJ0 z4?j}^-l@H^^GD5b2_&0%>O=~xvFZ)inseq&4J9$?7OR(HnboEOgEpTD2*$Auy+!&X zFo~Y{fw2(z4DPtmWF~Y}RR0A(%qvRyl&*)X19&*Nu9cN1kG0TEq5ZMAC!6d0N<=GX zOZKRVhh2BZUw zEBf0qJ1O7`5CZwpV*%1vqtf7O&_|>cE<3`BiHSPPxdt<=s;7p z($iQC$k$1YhKw~WFoD>?{3|`I>Epn{JunOg1ZV*e6>Y#sZOZt5TUy}e7l(7=3;{%7 zIS46T9t+)ysiFX6Sm4!A$$w2KZ_OMxy=0A}YWyW$j`}xrO(Y<6QQF0&Xr;a>tKC=LHv$A?H)LC0u)yE52 zxldOvH#9V`iikW;k@BLYr~g#$I6QZYu|UeQq?e?rXSLDz5c59g@usS9O}E$*LkG_t zp>m9amWd_eTKL$0!rMD#cFUmYI8XWitiY(uuGU7xg8%T9yzjZ+Z&{~bINw+3E9Jd- zaAQ$Vjm@2Ye*A)A!c{lkx7QkC@10}{m29eym2MSSGVhfiOHEQ=F8eO0_h400Eynfe`W z?hG?je9n-YV6kBz@f13-q_2o|MAJ+Rf`Phf6Ym4GBOM||7R%Xre?<&%lyW=I8NWgj`J+3bpvPj_Hl{R z2?xh@XY3~29KSuBE63+oO|dnrt*gTzj@q>IcVE;$VmRFdDIW^DV#@RWAA<(}==97T zmSU{hWbj>;?|baIpNno|A^NK8@=L~8)aYAN620`l-PQ=3^-JAMymmp5S;fWu%rY@^ zgK4grRO6ZUwd>bMd2&*cl0xLt_YXxXqIJ|Ns_YiU<-`xWS>8vm725v1Yf|ER@^3%i z^6}-_3TN-p)mVaOXyminEV|cB=J|N?VRiJj^BXF-#*7Fnh6jm>N7>leT&DYyMQndW zL`K$N?1u+T0*9*L?9H2nW_LGy^2$PrXY z`{&RP>uI^?_monxA5Xh=mZIRxNwM|X{S3T8<6PVy>sc-+D71F{{mHFp>$7%({sLXN~!ZXvZ*KCSrL_}8Pn%dIMni1^<*)H4f(8TVm&%22q>*1&kGU$)(^ zH+zpsit**l{3v!jelM^lH`U&W-&mTu|1YJ`c-zOO*eh>@>G{sEynXB*Dm}UOr9yk$ z>qkecj5v$lQ9VO?+sHCe?)`h_LM8txmHTdbhA13owZF;9%}vM5oQ#FC6?Y;#lN7WP zL$8)%av_j(G#)i_iP*5V=gZf71nuqm{As*C8yVCFf4oB;5kofp?zmOHRf6C|T~3Vq&g_$Z{W zew)ct&?w8GcRi`%Vkmt4b@+RO$!5h^>7n897$zxRx1%nOkr%u-H%yU{D@-%B4E(qY z1$C=b7eV$_4Z2fG9C|lyMc4snn>Q<_s}O*OB;<(D{hwv_=Z ze%j@<2e*yqjeqGx&w+IRoOrMr-&1G3!$JyM2AK+9N`*dM>m9p$mgP#dsn44ByRy|T z(Bj^Z7HCr*RFSWG`wcGnSQO4rt$B?pKZ(Qol5IPcRJeXAEoG4Gv+%8v@~cNaPJPL15v(!cE~E@ag5G|sBXt2H$)zTu7* z)o-n$HlJE~jCc8gs3j&LA!yUhzu+nL-`m@@H-s_b$FowpAbaMA<5ND0zEJ?xtpH&`{Nw@$RW&j?(h~dh&+OJ6ic)Q>E<1vtPXUq0#Cy-Vn)Wc+LJf zNnU)~iI9*~E^V>f=e^GI>X|~{p=9b&%$DL4_F$~@`uF3kxw*NMnrwbuZ7pX(_UsQ< zh0g*1M!Yql1Y-g#I9!Ds1Rc$lQOoS8%n8-@9?A+jk3Se zSGKY9V}6h=%l+t3I-irvKDVQRiTDnBaIx;X8}M8wZ|t|<8D(1D*xbYgN&PYg;kCU? zKNd24ViUw}B(bcQUiWT-5N_lB{VOG5ZRUSp7O7ebT!vDDtUv&d;EknZVPQemH~%N9 z;Ix53;dQ#F;?wmfMo!rWN*hd?#>xc-w``UjEHnPq#62l(W?CBH!ux%~KvfSL`VKCkxg%}fY`C$!>ejCXk^bZCDQwB6qIk5ZRs7n|{bR>cFQqxBVUCfk>1fu$h`YOKigkUz zafyq^BZVl!{3`3p{H|E3w*$AE_A&KsMo`C2j;!>6fp}%`?LGvo5a7Pj|8j?>)BAnt zC+lUYC-**myP!pIjH)(bkp$|hVaDb^34Ed{i%?OUtC1Ne+E@Z=MJzNgqqhBA)nh!u27qGyo@LjiE`uDTG)VizOW1b7LbR6!$ zsb6oSBO?6s^733a(3KI%@o;9w;m+N=^Q+V;EQumDQ&MSP9*^eBvV3bg$6_z1Kw8bR zmV9i~b71`UZdo{X?d5`22v{y=U3BCa+5^7()~?P^*96iva|u5Kv0IwP&AG|{d6%Y3 zRsqckXQ|ZH)m377<1gWQNYW(>x>RG-X?_9H$2o~PII>Ly)|T5^WN;DF4;4o=KP19 zI8I8OJ11oNo`fV@E&0~J#w}jQRl$Wn6h*UKR}yaYTn)@TWA(vOzW>qQ0->Z2c7fAg z)aqUpd8Rj~zlQue%WyPwU#j*N83?3z<-~+E+Br>%2b#~WHAJw*wOFbpiPe01NH+l? zEV3|jB*jmkKE3kBWnwpjmG{Bg<01^63;sWg7`z{uymzU+@Ajj@xyA_{VJDSm~Vu+nEQS3*l^-iaf=fJU|e%vwjajIX+3VP==ZBFRFp4@L=rT4h+ zvi11k<+fPAZZ8WybR2tRd_A6_lmX;IZyxJTQKWDBg;oFEVcwX#QoFy-I&}%og+~64 zx!vgq2@}^;vJyJNwC4*RhYP`z6|l?68q0C1`kVN|n+<$nqiRa%7n-{y^Qip(=wUap zIsS3;w%PL)G-yCr6*j^WJZC2x;k5W6jCS-l)w_>OL>v}QvGd8iN#|K`_Z@PkI?==G zE$9pu_uS-ncQPyt~)Pc(dL|20bemOFm?HzQoe{ z?%Cl%A?8R*&EzjDb44^s)-!$6Thor0?Iqi?K8wIjfuu0;%VnCscm}jtQ!P*75bVC^ z|BmdG@!l}c8$aCWggWYH0pHlIoPlotrr%U}PoM}GxEB|j|SruNW#-NP)!^iVZZy!|- zu_r%Lf8SMe=xFKXFvla=d!?_=vpF7dY_=ELPD!N#-Y8Mn(?Au{zK4ndxbL}BNv`25 z{#q%OA-nMuizHOX&FlA2%QFovi~8lHIoIq?(m-yK!pt7BOg^^Zp5kEIm${x=y!1nS)J;i z{=MWT3h5h#3kAKDBtZeN>n0tFF%YT=iKl9c)t-5#yJ3E;is2uo{u|KwD`~KG)Z^SM=djza4h^08g8p>KLhFMLN?**R&$l8c zJ>Pd68+WapT}gSTd{$%3!b#N@e?#%tIiOoy@BHD%*;{sfj`crp%!(g`>tSdPVn1kS zcIMUnu^QVK*OfVxhva(6U-6y>A8=l*1&^%45hJ&#RZ&vDV{XrPK1V&r^@fr4$akWz z@N5ag;KM=pKT`7^*)U^QMQrLtORna4@~Qv>CJTuc%F=AeGDuJ`_+4Ejv+n|e4Cv|kyu4V&{Y9KV)oRrVoPpA%OBen(ICJ2v>@#h1d;4&O`9Jr2sCIaqUs<dz8zu?lO%bq`9r^or^gz|4@e#X+{(@60d&1px>9;b(hnFeGBOeX z=v^^8`&N`O3G``GHa!2GOt>+f<#O^HGss+p;7F*-q9Y>T>z%D`n!Z`}jYx#LCLP_} z{1!|D296v!co31X?&L|<54-0``7L%OiSOK6)Qz@O$-eaLC5cUWc|g8inc%CXE0O#w zF-lSQR5+U|_slWGsw}G5$5T>qq*i#)`EHUw*KQli=wK0Ev{o*(=0`qo--bmlnEiCF zUZJtCy4Fkxh>pSTB8$VJ3h&;%<1u=D3jL303DQcF-Lc^56E;iC6ivT!1w4{0!zXYT zv~+ZLgMxNvsl?J6Ip2{~)Ms67jybXa2>IyGse$Z4rsn-A`3XKkQoUGBIq%9Eh8giWplYd9-Jfz{=!&O>`C#~*vF6S zez#{H5qIL?il*=fBocHUQ$1t+t^waxR#R*Jd6a(7eg>r~+GEsOIdZ=wXrKJYO~)IX zp&+{t3QG7HLbiLLjD1zAMUNT-s@iS5|I9-+>9ksxNkx#@RzHJ^?A`JP7tf;grrsm&GrE8H9$WLcVx59zou z^^fVC+tf(1TVJ}_$NTC&ETre{4v~yXd-8~nLwMXb8Bh2+ppjAT1WQfOmM|6|9%|IY**Ue+APvPMWTO- zfkRm?r=!SaLi6R-iVs-KBVrC|-hbBrKC%Dt>LEJYA`=ptI`fTA;Eh;(77k#9(e=R( zf!euO0s!qSEG(iwAEn*nRDY>V;$L57A|RfHFyk|$vNPyIsl6sR3);eIX5f6&kwQY|Z8OiXEeu>&INWFAul^6C9vyjb2h4A|$o8)5-lE-kebQko1@N3>ps) z7HROt(7aH592F(ko*}>E%MD?yVqR8MCHZy!!#BEKGN<}19r0TFYt~!t_$^P5CQvT& z+WE~E^qu9g88s~E+x^tZ>NREeFP zeGd)I__t?TH-s6%Dc!tzlS$m^6XWf7KI^w(8TE=RKKJC(O@}@`e4$@N3RG)jYwLLX zwnEfXucRq>SG=-Pk$EkNlDazBV{;3Ok4X1!bQiJ(1Oy1*`t|@lW%^KCaO~Z+6KC(m zix(S7Z(=V5nNBhBTop-?!c1P>jNMt4mz+`R1W$hb;;#ef?HXAYCa>W5Nn7saHPI%s zJu)-+(R*XIzP!AgC^Ll}!|zpZhkWWH~*Nt-~?Z?Kgl&qOTlXm`x8WLAC;AfPE1UofiK{E zsKVWL_xkgUEG%u9wX3A2HU=L87Mr~~d!K*L-v00%77X3rHbPZ@y6n>3Bqe0{E9vbt zP*sL{Cua^!T=~BN!)N|`qaW_GI{HMsZe?u^o#8!R#_NMYEYb_T=tF#Ztucz^+lv#= z1*ztqpo3XZP;h1H?erchs^MR5{p4v%k?c%To-w-lhK_%}ogm#gZKGaZQ6X^a8xOXr zdSmWVl@Xg!*@x#k`}IYVK2OOAJs&cKvRsVGF|Hv-3H8tVpXXPk0YHM=Ejha*so z^FygokvK!jD2c~0ucN>M;A}T}#JNeVoedTwDaZWppX4ww z40`s<4%{guB;-u?N%9P4DibwW-`|Ioqm)!s*aZcn5FdlWHn*2KrKFfkdTgZBm)f43 z`ETtv|g=7!)**PbR&P@a)+$mp|Vg;(!S`49I3*PQ2Z}{+Qz-&bkwfXVSH5 zWr%9BIyyR<7=6tZ{cvT)9bNaU-OJ0oGsxX4LpC<3E-Lz8E(&$mk@)DZaxt& ziCN$H<(qmL$qq@?avWS-f@UAc;F5?)jWYbma=)KdbDY4{x3@z-G1 z4}2-IP=qnt_+)JQq3qXUWM5eeS9_uK)^{=IvAsmm94*uE(WvJ*g~+%~F`-QP<;#^x z0Zh6Z??7y=9q3LORpUVmg3Sqg*cWd5bVu85F9LJe6XBH;AXi$oKsvP|wEG+v* zdxrO1BR48N0A43foFGc6@8AEAPQfl;^7ND-OyVw$^!t{UPz=6~N1e5!#7bSlZK@f) zx^W`5j0Oe={yswIx7rw$Ie|C8h+)OHa)NQ132}5y3>bI%Lj%cHh@q%h}!kC0-7KK zNpG!KV9a|Xwmc9Pw|KUzz@#3tz9RyM*A^$i_Yi0SL?g<0HU0f8`MP$AOpJ_RV{{G+ zUfY9jWLveRyt3(u61?6tGm(?3S$azcg9{Xul+cm8XaU*+K4|W{o(UYoc}q(!*gjE8 z#?D(d$3zk5@MdQ^Cmgp~1nL*pqq$%>`??4t&s=V9Kg^xo^|h2KWUb za0YIF4%RFLKzN^;xd}iFRh45_rAM@#I-eqg@$6*L8HuHF5tBb-{Ou*zL(<#T7I)uB{C=e7zQsKp?MeN);t+%&rfl?}bHziOaE9@J_7GVvuFFvIGy}0J( zEeI}>SLZoml|m%DJOEe8lE5sOq$}xiOcE}?Q(%K#5p2#6!NMQ!*N+vTt+L5Cc6zB-l8h zvAi3pOd4}ikGiBs6&f3yLEMjl`34oP zlMKYJ+S#@wpF0E^pOCw}ahq1t)n!1g%5d6nV0idroPfn)F$Y#$gFtvmWW9nnzOWV- z7hmC_CnF=f@KG zy8Dgv3V2|%=12<`{{4L7G}<&fThD?#=xEjI*iq7*J1MBBE!O09nt4m{>V6FFX#HOp(UoM_l!NMe+a|^>j6}kfl0_4(BvX}Yvc`{5#8(skU zIXq?I+CdKG4_#f$RTQOAkYH8#Z~xVYjnq9c@ofa_Y*2iSf?2|am6eqQ`)VEb9XS6J z9F%&0mCrNHEJ^|#!rPMIDuqp7tkJ@BKMM^F&1A+j7NPOlhnkuIQgTWXr$}u-KR=jT zyo{eT*6=tF&jW0Gk?l_rlKcCPD!`0Tny#;_yZ`dPw_o45S}OpkAn~1@pa0m=L04(4 z4yQ|GbQX0XX1Fi`UYQnqN=eV-kMrHw*hqg$|BL4|4ln`1_c97UF!9@rg~EcCk+Eqv zi?=`08Gy|Xot+Ga4jtNs8d%H;E#hJc2(a`sZTtEw{x@uQd#d*#hw``QXond;1w%faxZbkrSg`$K zWqX;&tL2TCF->AltvM1_DhSu24jfm|ul=XdwXxlHX8lc1{q!*lkwjwsaMEgj{ra`` zCNA#qE5rQnGH3t)VN>rC+s--ZWJ3Yp7Vu5`@UoOUxuWyikuLAv3@*;zrj8rN#|1-< zEWGSKSDnMtuyf1Ltg@eUIjwft@z7{cXdX&C)FutXGuw9-bLV8*j3lSrLf2a+%;tp? zTL}FCbPAG>-6ek~Z2N`2t-p5YOLOq@u)G{>+jLA-%%ka!UuwGhp`W!@vD5OmCtCUuJ=e9qL(XZV1q(_}2Sr?&sD7}9$Nca*7XiRMo2Jnn}(YzD4h z+|wX5f*IzQgR$Afa7r8=)4X2otz6RvMC47-F_d%NxPI^m908#@r@=ywq*5m?xCyU2>}_4 zzbEe?XGbU>o*VtV_ozq+eia!prDa>nW&E9kCw1W~9j1E4v(;18u3h6mLZOh;A>gy- zf@uO$o(qt}C3?({nHA}md#?(DvB(0>T=nrHJx`5=+_`txim&kDv!d-Wac$hCb+e0O z_JtkY0!4!tU3mZVRo8Ghq!{-8@o9B8>MUB6SGLt9ba`XDfBqc){riD&K|MUUl-Ck& zSXrI>%qQ--zypeB90?}psZ$}~PT4T5o5WH| zxRmS37FV1*ub20I4&hPjsnUTnSIhkk^XnQLDRBP{0Nl;f`}$tzU;SZ;wd;N38tm^+ z0x%Sa=z*(iIM1HdL2p|iY)~sIhO9r7tb{Z4PQG48h33g(RZE6f|Cyft!tGx4`^)() z&%WMYS|E@Ns@qxNOs7{Xf;K=bL-h{uobH(moKM})#1Kb;a9ZN&!BvNNalt1aX} zLzj5oVd3zNOD{6zFFg$J+B<;JLu|)Lt!evzHG20nTJ|s~!6PDArh~QuTn|FV^YyvT z$==>xCywlg_hf5=ALIru(r;`X-OIEmKH%iDudY%m)tT2U4fMa89YpJY+X&+ws|&_m z9|Yrxs4@uDAty%)|AcZNa(-kHfGp8bQReyYt?ljA-QC5&lVB-0l-Z@Fk71=C?x3Kc zK+5y(c9x*=?Te>R)%f(h-iPsh-@g0SS5AoXTz%wpVo751T*09sHrae#qo0j^rww1f ze%*~R5H`5WhsSV1O(rfajdgOFGLT*I+>f`_P>R!k8dg11?s-u9H+kdDiQJF6^YWnq z`ll%CzOyJEnHF4?k|M5@qC=J79_B@JvwW<*#C0`6bu4(v^(OtdIL{rIPyEx7sLp}F zhRoxBp==5X#o>+9FaF#8^6Vjvyq|WKOzU@p9iL$C>00TFI-;s=0`u7+v~`cgSGg{I zijV%!3iozjcU@v&qLxg#^rPO@G_ryti1YwnlF`oB&;3ayC>al@*d2v+T&f z|Lv?t#zIt=kt8}gI;P`{0tWWG{e5)sWUfI;_E~;YTy^yA<$uVyMWLJMM#>FmK3dP> z_Y?_%IO#qzK86pZ9(!N*NBo|ZzV_qlV4k}7>MKnXOW{<`PZu0$uvtX52FVcdf{Y?I z4-_&7fd_E$(XK$b07SVU8Wu~OPGrM(A3WFt!_hA?CkJ+eQpU7MUknF(eRx?*&40eOU4E6v42ro6!FRg1^W}e^!38@po%7q0q+&QV0O;j!V@qTxAWV(gkZHWI zy-oufZEJHKy4eudW0)&8g3RNEQCS!ugsEWs%2=X3Nken!JZPuo&WmNwO6%y*S}pX_&!c7m@;lF8v2y%S7uA)Jof&L>zDPHj~A(_ow7!8 z3xz;r1%)Am1p;0{fDHbp>a4(l5wf#T+{?b+zqK*1P7Js#wLSzGk4*V17!;-o&h0jA zOgTtxBtCdTG3*#Ro%;~NAqQZR@l68lYyo*JxR-LDbrDe6b*-&oAVTpuC|=w5t04+F zIytcm2t*>6E(U^JTl#kidjg#VQ8U13s;$js6VN%w-sV(9N7KPk#HnWQew4xLcObRt zLPK**IlUJ-V@SrT5oNZpacIGXfQ^*L14p2f?Ol{@^P{Q6bv&07-v64652nifUc6{l z)X>@BXT5BJJ$7()C7=3M4^6lDsYlzO$3eUxjYdyFez2>R+L@<0IYw=OI6g=s2w@4* z0d9W&{WLV;UafiGZ{_zVs&esa=gPv^CcdQaOi4*mO_qp-oVd?poSB+MS{2!T6vrSM z20-4xhjjP!v_Dm*Bj)$vJ3s-f$lQQ@@6)if!s=SE8}dlNz_gF$m-T%>6bCp*cf%8= z(i+(*1IShPnpSd0?4*Xp2fDv||3H0=tz2T_@cJdN=pKUaT3wi2!&ap@YlMc*AG~aX zOPbbaIT{BTg2_>!@~<&1d=%JY!zCm{w|n<)RW3RNcjv&V4-UHXNfsQ7qgTuGHr zb^G=K`MWg{nQ`W?k4y6MQrg?wW40`bgNqA?uyD-4z<}3SOiD^C{3-sH64{dEUc$q()`Ja&uJwp@1x!Zr! z0K7<&q`V%p%RiFbN<7oxOn99&HrHn?ng|bU?u|3Evx6W~Nr?HN#3THX0cxT6ht0ll ze=p&1(OZDljUF(0w@MShuco!%SlO6wb98pTkfk|Wd&oq8@^l8&;<>GI zFzAC59@`A0*v0|S1gK}ZNHBwLV#jhKRW?OfMUAf(fCN_cY*!;;#2miWX)AcGt^YR z`%~>)aL=EBOdBTl8nDy6d0N(!CxhXbA=+hJ6^eg*OAp;F@Lia_tRy7MQa|9mnT=+d3V!1*Z@gMIXMKziF z`yduyp4v~JP||w}oN-CWs-}#^s@fxRY%XKADMrvElE{MKTR$&5RDoMG7fGbpySKT^ z1Ezz?m&&Ni&bb~#HJ?C?0A%Bnk|beF;^z4WV^dLx*q5dGu)5l>s&yFIz{={X!Tj5~ zU{pIYGBd&CeD3lX*-_zn3mwQn#doe!JSc2I5{nyIjYC3z>-i(<6?-n;0whIwl!(aC zAu{k8hvejNLt-zN_Z@YqT9ohGCl_%=Y3&c4shbZUJ;H_@guD(cR~X1QAdlumQB(^Q zQBopYF>ncR9a<#h0rX(<^``v%ep}u+6@=+&*_y!ikl=qp@x}uxbROLohq={~Oz}{} zR8msX-<|nKv3L89ia4N14&1AVA__@&g)=u$PY%Y=65}kp<{yNFT*L3+Kx&j&UPcw0 zy1_^ub=6E*4)}3Of2u=g3Q=ODWH_aS!U?#1qHY5l9Gsd`gQqI=xDp+qXeyFuQ0aLV z7%WRRfb^B^PX;3+Bi$GJxZ;r;>>OB>U?}m30?Ip&dBFLnAiA;4X2Og_%OjZnam2$W z*MJ(7XtuW2?Oz&Ks-PjyzH*U)G4wt;6@vqyDbu(y&@mx?MA@j*whj)n#J*n|;o?## z<5{P(K{iWMzdl!QZw2e-{f|XQVfA_wJv>KYX=xUkZ7^cjX=}p+)e{ARAndOK82GwY zfdh}aQ~g!HGj7E5fYw^PrYjY1-Qsl~Yp$^o=|C+MnIT$#O#9w>V5LS^t^#v?!r#Y> zv{)OhXn??Z0I<5Bj_v}GW3F+f1X3LD^?zmfkdFA1zPKX<93ILuwP;oY6I2(@vfcbL z6=|$mjs=_&2RFCTB|Ga?bz9u~6P3-AlC9Dz0_-Ms7Fg=UC8zFVtSKz8?GRgm{` z9Y21&YaYiRuEh~Ia+`tnL(3*)m)t{sOI_ajWAKY1y@BxQWM`* zT*anBMMa(9kW#xBO{q7Y!~j2tR#9G5(=Ny@l=B2P*YPwX-5beAj2{{qNh|MISeH!=gl?O zT{Op<(e{^rS{5V$sMFo>oajB3TwJ^$Cr7Nr$NT$mj`0!?Aa(-1%O)k2jIJ}neu2{o z*$5s67L@n`q0j}83{OpE0k1s>;81b<)X(njFQ7DtYHH{huDTr08$pHt^)=xVQ%FIFHVAdW6Ie z5VxR&XKrmBjM5DbW+t-M4fF!U@aj;8DqMgABh)7VJ91G^ugY`x^z;~57sab`LG?i1 zP|ZiEkFWvQw7Y-{#LGhrLO4t0w!<*dzdy^u36%_B)N9+Hb%<(C*LQ&Xfq4DaX&Vz4zy92EYBe^AhFc-%7IGvLf~plc@V5BZou z{_iddvjEBCjG}f>qiOyAnni`8nh;t(3N4fVxDX@Sk@e~pIXE~#g8}Hg);tDM;Dz56 zgt6`)KMX$#x=JLMR$RWl$975N2~6{tGvbDT!0fYeC%4yL0ORqPe+~Y9n6Mv7Nhaj6 z`I>(~RU!X^y>(h3sq2*PQU8d5h^x1WG#sh0wY?K^LU=1&Slwy;=FJ-%bfTQbFw%VH z!^*3kb+~IQoY{BFeO@G}AfzJFYrS!~sStAbJf@cO#x^nP+Q6HjsT-&G+_`hITgl3o zE`45P0#q_6y>&20J+es3Vs+jjF({zc`@p=69yYsLHeQSajopcB2p0RX$4-T#s2) zbTm;aWDKoiB#22xyv?oBwW`$M{QUgI?vjmjzVXn#hBzRwwzY+$fCCEee)|m$i2dHb z$r>3Sw~}HwdNi0rxlLGA;O*Z#3Yj%vbiaMm4pGP~ec^&S2?!I8-_JPEJ}MY=;hoDOkl0&oTd&t3mLW z#n(TR4opvn<2(`xpMb!D=tkTS03j49YQ+f2dAFxX68^_F%HTKer?B`RRpt2qSP5d!LPg@DsVf|muFhsa3J-F=Y+}#X9e)lA1>Gl zmM$qN>EwL|n_yyMGO4S9d)LE)(tE*9SAhCP4Twm=5Hxm2l--@)TIXjBUEaJ}?59Xe zOFJjkD^?9wq>ZRA9bjQmhYkk?;?95RaJY2Gj;XGWOT++?Af{QeSvqfPWJQisXu5!l; zu=DWnbj^c2w&^Jj1ot=i_b+kbI7r#vcOKDzyf83AD@jdF4Wj8WjZw+WMP|X~i zZ<86%N%b`ci;VIWp40u>_9&9Vr|PNFFaCS`81PCXQ(+&FMjaX~8{kg}1r3r%a~zzI zqoQHJ%U@79le=&M?1(vBA%Ut;MjQ1!2L6TkI0FNwK%YG&Ry4>2EiftqYEGn9xNz+{ z4rV%>3_A99K{$cs-a}2D4ddDXB~O3akUmQ@elounD45WONlHoe6j|&BXGa7qBJ>v) z^5b+96%6wtegGtdBvkZ8k?D|bZEX>K-N@MyTIwKOaN6`GAsSyG5pZ#N^?hvv$_h9n zQ-mkt=p&p8q2vKH(*|El;7}|z>dWnGqKm?*R1KTMUWU?N4*97Ill6%at!h7W#Zn4gWXqJH+tlY^1F=R(B1mQJC_QQz7+<@fK` z=SxSu=-z(%Q_fJvzM}tyIYq&Sc~nf5Z8npQ^Mq^Tt>IGSn6o=Air6Zc(ZEjs#!@7O4V{2 z^oS1)EiJW!4kY_2183YNkxV41jmNsmZLiGk46i3JQBF=y_rKe7b93(7TT;93?#Ss- z1{Z{{s;a7{-DF%`TwJTx_m*Zs{a!4&^-`#0c&+)0xAZ3UB>32ou`xkWQGzzKESU&j zdi>;xfw3{}LHT{MH@~1j=-jzW^76G=zA?y#S2lgwBlkoq-Gc@Sh4=1Xzpi_FCVc&> zc}&usB-ueNr|eiPHJ+$LD9~$JKFV!b1I7G%ZBL7fi$9SLt5#*C2;48nA^*RBU1d4JDz}F%ikE|*{onMo5I?{F=TTC0YRnAPQe{I<*jidzDzC0i1FTI_{>!e?p7p@|{5<|^ zX?c0#-@j2r!tKOTjeANl-p=w(k7~`4&%s|@p$}|qRK|(|4m&zRQ0Qs0E6KIpC|@^4 z+UI%wjRXZNEACVozwFG+yYMR}IBVQz~|97Un*^i^mAXn z4Ewp%7QD9ljvumdMaA8=wzk4&&(_vTdd%I!S>LugcDVy>4i;F1sw(NV_4SGA>FQ!v zvwP)gUmu>)>}+p85F8wg<5ziujC2Ru5@TmnpH)^$b#`?X8RoCCt1|?14i+85hNCOg zOeC>gIJBrpfQfoHgjkn(!uRW`D#Y($yQlOhMDT#z9!H<2{{Q(L&@^~I;wB=|>JUhU#bInz7;4^`cR=>Px# diff --git a/master/_images/sphx_glr_05-layer-norm_001.png b/master/_images/sphx_glr_05-layer-norm_001.png index 8d3009a04ca06a6b0c4de5302048e3bf5a0e98af..ec97685c4d53806f886f3791c460f7940d5d5fee 100644 GIT binary patch literal 35922 zcmeFZ^;eW%^fo+ncT1xZ(%mH>D5*$y4bt7+2neFY3_~h{2m*rAjSAAzUDDk-z;ovF zecpGy>-__spB~m?x#XU6-{(GOpS|~W?Q73#9W7NN{CoHi2!!aVn(_+>1U(!AL0iPd z27eL#JG%n@k@QwE^wxEQdiz;<+Cem}yxpDMyqz7aS$yq0y&T+Jh51DIgm_q9d3(Ei zN%8Z${J$UIbMv(4=Z;!71UJERS2Oa0KuD}mzi6N3iya`4#MY+nglRz}{XluHXrp!>0jNS}$vpMsDLZCJ@ z_dMl2A)Y1+>-#>_g_}NT&wKcBw4m2&+Vvz)ZxtyS_-VB|_r*{KKZUMbkc9a7_zOBL z1=I!kj}T5aHnwGZN{9-$j7&n$2Up|soDJ~@R z0=2h=5r^xWCbyCYyeMnv`u|zOUj~%1@PFe;JUa3;<;$!^EbB55<7gF+RIFdzF#cys z{G7bJcIyKVJAo+}JgO*I6jsXi*~v$J6z^y+F8Wx)U2z9ped{)=dVCmTz<&~CZ^-fE?C z(z!;-9Q-}vre(dnanJg95?$_$fte50dR|!QoTxFeTA~7KwJUdK>qoq9KBmZ7BQFli z%$ujZEd2fJ)*I}M>P-1MIy+0}_)nt(Au8dT2uq|tOss!~myE2Wm7Ib?HuLjmPG>R1 z`q>w~QZSvx#{HI$e*5#7SXhVG`>h7_=%I@dIR4vTYcGy^`DL49oe8mZ@a>z}8kl=WVSCJKOE=sx}kR0wtw_njX@5uR&Rv(^1{;j$;Wh7_D|2hA=~u z=jt<0FRy^(esQ$;H*Y@W=ZCW@#lFqT>WRc6=@PLc! zHC))f%5_ePuYQFbENc7dgoTCloAdkl;meuh!GeU* z>8ox6{-!p`_3X}nDe_v6AEQGA1qGW9ItU~fh^4$Y+J*|0;DR=>=!?&XNGmVW$4ae! z;%*F~%?I{Iw}##OC!y_>IPq}orn*IRiU7(Uk&0|y*JyvQ^9dz#6)6+vM7c9}<-k!uD`OdC4 zL(pqY!?k{u`biS)68w(ihdP>0aL)%7_jatI=IiNIL<0?pBuvB@Ct1*f9t zix_T?!z=yzMc<}l?M}BlRkR-uGB-?A)J>kyW~3`7QnOz?Mc4-0mrtMAIk7Pn-m|}j)rDzXB#RgFFT1~@(?`^l}n<-z`%wb&`@FBUC}fh#&Vr{<{zwk!m~o* za8e449BD*-C=Nkby0!He5{yLP8Sh~!l$^KR&7T~|9w!-9dR%Q5X)Sc8l2U%ZJ9Mqx zJe+BsA>8!cvaJbCOqOfvAGpu9_rWiorRz)pO&#lf)_b5g2}&fSx}poq^@n zY}YY!y^lEXJ^WQvc`UiU(;9`N5KwP4rBe_rPJ^^LpYn0zxaeAQv0kz}-znjL)7 z*^EO$Pr#95TOM{Buq#&^ucl;MJw+T40DOJZoU)|G7Yt5wJ!5?FIold9jEgRLjeyJ$ z0uckx#{QwoIpVLz@TGZ-e!MawGBW6|!@{Qme&t4{&e{*FdWW;wGhXn+Y$UyA#LKf>oGwf>Iz3MdrGT1d8 zTe|`UEi% z?k``7m=`2V_3ODd%RgT?9rbXZ>`c8EpZAXf0WWj4H**9`V$kD!){BIKL#xn!Fc&rX zVRe2%Xdf+8(2n4M%&`V=K`>D#{U7V02kkfk%da{7kN$96?uXs=9xQcEH3bNN`}R%L zv07dik|uS2z3+Z|S!tg_*AcRew=uEbrjn(uuBmNh`#{7Ax`rG(@Eav7F(pD?Z69n` z6t#JKd(Sn8y13W(4Sw7DR5@h&OkES#8~kr<>2oL^p$LH|>a3LCBc`HOaWt?pVqKz0 zcE}}7~y8T#h+4@piw^P*%@drB>aC^B9mk*P(&-QroW_oAvo-M@r z?*}Y|xZC{xZP@K`Uem>LA|(xt7r4pMQXDf#x;oynD#1h?$no&-a&2mzr#e1A{|J-x zVqaQXLPZWd3id^r44Z_Gp#65y3E1M_Z}&B_U+K>z5bb#0{Zb||871D#Rgax zlClwpK+N9Wey@y7gbpmz{+6+)x3smqAKFq}H6b80jFiU03Hn#e!Zx3QK=dXvN=w{c z{41RcLmqY=8?3JFQeB;F{;SVTO>GC)XeHbiS@T*=YF%@;t*oq+pFDY&n);l8_uPU= zXqU&Z5|Y`wTHowEC8Q;P<9&OW5(aVaV)O%sxFBHHL;2yu2U^)c5gK#mzOv2JJ9-p!py+kI@_y;BDv9Y#MOoj;RZQ&T z>$5dj!_Mi9!N(^>&HGIlc_I2?=$6L!l4z}Z)?OO7-tM;!x{9L-ij7DAs*@P0zQ^bS zPG?Z7{ya0i$<0FBt{B=kA)dWiy!v`}&aPhp=L_nE1^7g`5AWuKE1G@H@Je4)a6fpk zQrTj^5W^;hAOcBF>F$v@kq`tV-gVQvT}(kq<6lj@fQi3<|Gsm(qICeA@j-{;9PBoP zTg%g~WJb8OA0Gxbp(R+nGQ)3?%wfpX=x9t-y4Oh}-&g1H4`j|bxP*i!za1{imaXf~ zjH^p=+Ez0=>pXDwczXupBGJ{?4Q#7>^?Oa;jbj}Tfl&aGYh?#m%3yd*SO$_V51_(8@7vxXqiIn)-l)L)dAYM@#O~cJQVe+W*0#H5BKjB|aY4`1`B& zBsyUUaD=u$l)NZV#BTfYOkF+Te9n(f7)l7ddkg{13w{0H`HE38UEUi*5g>OFv>#x= zCZui4mh{?~{^9h4bqQp}0*<4c8T=MngFTv-=g(if07>iXbzfK4y>HTj%-@`7Ox@A? zvg~5<_v<=$jy&>H&zfW?sAs+lq8+H6?aO9FM)foNipH$Qzbvg-e5c+tl7S4aJ2w|z zA%I>Wr|kRB{Ng^A_3?ZzA&hDCLsU#njqyuL2DMUC!RK3gECX0TZUGXaFq6#QV2f(# z^*KXA{Qf;@U!L=YF!`@0wMD8aOih<-2p;pM$?D;AOBCdBZP;XA{`XJvxKH>`Z?DaG znbE9gFR#z2=iTTc#v+YHu%fT87z*=192^`lv9ZaU2Q_ZMHV+RE%XGaY3QJEhknFRX8sR+NwH;tW+-$ZN@- zzGMnRdZ2)nnA?2ccZU&~6dG!3a%$?|wF{xWaQobVwh1X663b`L@FgWBfs0^@s&=Xa zDS9lCFdD1m)CuY7md~Qi`HrA$nm0GKREM$4%hurFs`X~@;*D>W*evVF|C^mP1>OjGb=;_U4siug z7Q|v($LoC5ET6D)rY)1E|oP13~X5c7KMk8&!$F!xE)8h zbr6ZeexaE)W*tm4UEX#XWza!y(WaC&aKhP}HQxnN?JjDtvVGB~!o(nUIiBd<8ARHHcUM zM-=K7Yx#t+$*mN`^|>-xQftW^#p7vSSMgA|v$1ImF0`K^ziQtTkEPI#F4655aCgB` z$m~6V6%`}ued)!s^41%C*uBldn(>~isIW_@s=yZ+D7;prKfELg(Zl%H&c`<~4>6)+ z>g_p`(>Hw8^5jWYK<wp6tFqNJG@r)&I3z z@BIS{qEBK$q>cXEt8E&=>#t%zNdRUAM>-_9Iw317BB|IMx zG7~R^*yB4?7~5?rgkBU(ovtq2#fCUGC&a5UmT+wIq|Bzs-*#v4n$)djIh_UVfWxu` z@(}1`rB$}~@Y4tE?E3WVz7h<VQ-q`%PBtzS;yt^+Aqz(zsb))8fJPl|k&m4yH^ z^51Vp31oUELej;<18Q!lgcoKR8=)=vi|5r;Gkxf7y>Bi!D?EkW17ZYHOd+F~o6FYK zZXy5C z*xMt-Jg+SmuyK%??HqV}&-x;&IS3=F1jq2be4Z&^wGP|;PC_n=(0aVE*RKzT)j@U# zEjMlSEjq6#h?W;vh29ev+kZWfqq)J)DG*U@GbGtA7*fxlUTfKH$)lI(X~)JQXjVi)*OLZnsbNIO8oT1tcm;6Ot=^ zzLDEir7=0vM3);x%oH{oy``%y>b1t#Jc_y6-5pDXJhQ7s)F0VLkLj%WTLq#P^WXVbt9y>=096_j6~B-)=I)8LqFp6O$xB1@eHTy31K5mawI zOO(BGWgSt_oEIkcNw$s0cw;`~Zohv}yj01gR;*ERH1q46;}=g+0a%-Fp^(tx`NGl~ z!m1s8q*TJ;-R3DiNyS{vxT>Ne6xOItBdp9oWjD_a+#VJ`aPRXrGqs3@$S7?1i}9l>BK;eq z6wGQ+cu=Ih%VNs8$kp;adyzpUSOt3k05wS&gnlxJyJW%XFZ+ZK*7GWDU*r9~yfk-d ziC@SPwkIZz`#23H9Cqh~^n?lt_2D?_yv1`*KSko>TaI#8`?+-`AN-^ki}OK&yumhw zW3>6tsRmgV9Le6ab@^?hPn!1SC~|>sh;9$PLE227yGt@ae|hz0K=lr|ieX<5%){nR z$U&k+E_7ctD}4kZ1~)hCC!;J0s%X8Hs-5*DXuZAS1|0c;uh$AL7v!0!on27vtI~!K z6T4z2{$I^qBInfkcSB~Y`V#uH8H6V)bc-?E?$*>FKh_w`nRAWpo+y{S_*P%M2x^+Zg{!4>&kNT7huDVd(`WFNEFYP-x4fzI{syz*pVr zxCs|0CuDKAc7a_+Ci{n8Xgxq_cZEuE#DHQS|08)N1&ADWjxNHIm>9j*JCH}ZG6Q~c zIWfopnUMy2#}pB<7S&* zV7WCNVqfoZ3;OODvTJ2`1KRl2Y@OhGwihwrry*q)t+~Pj5>Zy2vEOX}kjq_d+z-9G z@q3cOMAVjUVE)I*KIazz*j)Vl>i~Ex{g^QS*L*&I|2wM-t6qu&$J=`cKb|dT*s)Kp zufYCXrnex6Pi`YNBP7pfo0~)VGA}J%hgaH6S}&_Q9#?z%Eh`H%AEd~Ck#7n7VZ>AA z@SbihN8)ev%38mstc-;*?LQ)u8kqSgGPv5{=*PsPm+GA!ZDx;p2o`Pl`|;`}n6s_I z!c1cTEu5Rk-vXO)ZF~bN9q-<~g9+K;7iW9oqxkva+`vc7p%<)~rk;2ZI2pfMguV(vnQvn$yE> zwk_i3p6p_Jz5*0}3No1D_RDy_Nt6G6!UDaU$P$WkbdHIJ)ra$%Tv=RTjBx8oo(C*F z)-5U==5K8aM`K4m>sLI$8sa#<6KPL_nzwm%_hCCyT4Tjo;t1#<_+3q znqh~JY_7ah=UW1FeTA>7qvMzLKxb#3-I-eZ)t+<+a5okxqWR#!ebBD^Ei0(FfRqzg zK|_NOb%^+zPsjntSj!FCEBPpVLPF%Pja}kmWCW%CTE*}unXyRU%%P;@moLcc(Bkdj zBnvCHcid)G6$3f_*a1me$#=)akN@aZkyK>x)!wj-k9LU;0&NiMG*!D7` z>R7-$pbwQA@au!3EkewN_{zB2esJxui+LSD6zkbKk0d79tlIg&ZQ308-Cxp52zwnR zbr!_1e%WvJ*@)9=_x&~4T7UoBijD>If&%w(qqVF3)_tNd19Lq7Cd;0T=-8}-b^b(~ zt?4;G#9+UqS6>>|E-R1c4k{6|wX;K|o5P>fGaWO*LDZwi4h7j5Owa}!Ac}uqO3Oby z|M(<3?Di6ZBAKSD?S%tRUQzR#_W|g8iKV$7LQbh7sE%VBe71k{w<0^TM4coKe^P8tRdf97N;xOwUhti9iH?am z-1wM+KJ>%MfGOnUxogwmlNz@Lb5;B8neX^@*ui#G&t1!>PVWnmLkH)jzl9?Gt8etJ zKSVARP*Qh<-8t2G(~I`(m_FCB47{7J8S5Es5b)zGEXvwlmAk^#lB>UZ=9_x8ro;V` zzM)624Q#fus%p?zMq{ktS6LXGxt@Gt^fG6#`uzm%#Q|we&NL+gJV99 z(s0vtD51R7vHnwYB$cYUg@8g|^A5fq-`iY-z zuWVrAa3cdu6x!yQc1Yw!WM{$DPT}|-4ANIqOj+ppd5^dRnUftH4yNqaTJDft^5-X1 z3!WpIP*yw z5d7)xW|5M*7sqbL{1z;dXCv!FC?Mdo>+|f}Vvi0fvzFl?x7`c$98TQoa(a&T_v}hGA zj=tENBV8xxjuG!iIRG&QD(8T`;o{~7h5z7Z3JT$Yx3{t2`P0>1JEx7FpXm4iy|@cw zX#wC|BjBT?mu3IG5dvDe5_5%;Fb3kdj)YOkkezGzvi0OQ4D+D=*_KWAS7SYmF65Hb z#y=vD2ZSf&Z)tr23%9_=_5rft=jpjP=hwfraN$3q{(*_?Q15)+sYNT#RUgYqr7}Lg z0J5Pv>uT71Z$4;nw&mJY*x=bugVRkLeYD28qS@3yG!VA*}x7#jE*Qji`%5Rbj&Hy!~DM*YW--V97Z7rVk zHrC(nH5RFwdZDTO%mbzzfx7=)WaQ#fT>rQm+wI!bHY?vinnIRnFChjECCYHv=D{lb z>*)cdey^LY(gH90{TkJuCLJAT<-uXsF1nOv&Eagz6_k*W*}|ul9`}`15muH|A=F{M zy}azWx%aPdWy2Due5%_{zVJ&hS!_ zNuGf_kDl!w^a-zBwcZgue?IS$q89SE=#3E($-!1BDebF3Yz%bEPHe-PK0=~K(|MO- z01^u!8y|nCh=1a1@QW)gKk{`_-pXv;7dy5JyZU2#cdU&|B&s;HDij2*FefrH%3=mI z-BYw799}bgw-$%;6lS-c*7$Do<{-rK5X2%B59A!{d2Y|xB^ic3liAvLCQ$u1iX=}>e?DP6_tvX7BQf2=UtP#jO^R}7TN(K0o*WK9oq}DC$UrXLDM3~3xH>>m**iI zke!I`$l%rFx3pw=z@Ze}bem6ph;@2;+{niT8CM7i#<)4eIoWjz6fDw=iU5iew$!VV zvcA6a-a+xkRgFB?K!~`@bdW}cIXiBy_q!5$S|(Th5pl=D$SpP^qYxyr+zCHiREK#% zfyVq*py+^PSMXR|T6g>EdS|XI^hYp2aky2%k|5+w3DI6l- znv_!S4m|g>si9VR5f^*_Cl@){h*U$ak!RRgZTCKFyRl^UYB=7lP)Mv&jsz9V%ctJA zF)A_;;O>oX?|3}YdA^<}V26*qy`HzBAh%pmt6RJGYU~-SP9bZFcHYAL2cQl*T_v(L z0)Z>r{{vp+La+^WWPJDE(rIqkdz&>p;F}FB+KcnDavz5i@P)@QMf&dcSpx;j-B#~< zt#}Ec28O*+P@-I;=}>Ws(G547CzdC7ZE>%-3Y#q)elV9n*w`_abO+)LaoTMN8 zENf|9A=fo*sGFSOr6#)!!Vf2!+?xY|kIUA?lyG+j6x`W7oiQ@tYOdl z&dmQ}^;*yB_?t)_(CEX)HpT@JBmMNLXq}&Kn+XfInlI#J`}jmLH7@xYV!FMR)#R$O-pb*t4;euRYy z%TdH8i8U}66vg!N>c_t+&O1X5B*bb999R{S#dUCCM*@(2*aa%=Ow5wx@7_1hJRvI? za1~eim?BMV9{49(F_U1gY2;)wGc%|$hHZJD60$AWD@4&<>n3i;o=v3^1nrNc;?}r) zEojpO#!A*bd6OUH=f8|6tUUo0))m*1pG)&3Cp)AD&-~(V~NuI=7h)Vi21h0 zJt0|qwim5fIEW8_JL5VN`Lkk7w0+^^4eO+9{5{rvTd3@DF) z=Ijz6KA9Agj9;Ln{`A>1HlVyxjKcoryF2YTm5OO$x75g?F|a@ za8Q(_ASG?{TL|e&pyGx}c(4iTITpx(%vI(NdEA6N>g_{_r&Lx7#1hgy_DI*1iX&kj zI9lz!1l0D$)po@tfNAvwOf;h=jnvRSf#y)Z1sC?LM72(#$8#)UpwSdA8yLN8h zr%dyno^PD5h^0-^r$CFTEAN5<#z(53x4 z8hoH}5zoMM668r3a7T*ZRPAiT0#uZ3N2~7Fy8`yfm;0B$X!^}Nz(Hp09o&!opm@fr znIn}B6hj9oVaO<;I|w}6`2zsaRzUE--){;(eG+^%#4;EHgb6463we@WYY+iYm;3PX zqwEriOL+=?@d3y1P)rPb_n&#_lr!DB zXS=32JO(IFx{RX;!|BDG7r}deaG9ymK#08o@W%tF@Qy&u3GHo02DZZEvAybqne-G; zMQHv{CJVzhzRI)9Ug@S2}@hyQ$R%Nyj+>9c^$v+_!dn7 zX!5jjr1TmqfLhFXstPL{m3R)1jFd9I&&}Nn;1Lu|O-f2~Ov%j5d=H0jN z{l?Ll+J)G6S30uptc1!EClvB9me z($cwFX#c$|aW`TGfFGY~XxO5(lU-h3UT|?Yrjn8ppp`3nmy^@q5knx`g*+M224uq3 z`Mw2?y@&tN@lx}7->LN8XLAZ2<>0tE;{L35-rBaXTbn>^`#yo0ZkPET)KRT)c#C$B zEWKyBH(M`rwehjcq&69pI`i&s_QPg_kNY7&tm4{w785 zaLQQ*5)MlIBP?&d4MY(j0ED9|_nGE_n^s>T<=i0c4+toNPObvyCCcW>Gvz!~h-d2c z22MjujZHw4MOxOnb_GDNm(7B~S^ zRTZ_JC%ZG5NMvx!-E9z%rOI|SozDlMD#{TUIG*E1_8uL090#pE&w5W4p5nbMbFwEnJ;1BGX*RM6uk+#u4lGRyqw#%!h56;GQjG+tsq+1X{MlUsG~&%dtoC z$>n32q^W^?99=u)LXK&dIixi9zGQSVlVvQ_sUJT|g%f?p8DdV$L@Zed#8^??DkHUD zrg0%}&t`_cq?h0d1WN>i(vBj~w!Q*+ldeSwmb5Qy(LnIWb7iECzXU^=Ow)1lloX%* z0`fWVIYn_g;FFw?aU~$siAJZDBtI)L;AIPCe}EZyF6I@ft6T7W)S2jVKpL6~i|u~)HJZ9gn*q5 zos<*;1b5sOu-vwH8kFK+IyJQ%u?W7~ zfLaE?qw#7OYwikpa_pGw587&61gtT6jL?A~8o1lj^#3leduQpj?>E`hB+gW}@6c9x zKCGLYcg=|(RYg5mj)euHB{x+@oSYzZ9hX9j1~iAuM{I0*C|UkRe47Hu8O%edIyx*5 zt?Q1SO@4pMs-yfx7pUgQjod*_go;B0Y%$`iZD0`A4KPKIFgd{E}8NEnW$EQ6atbs zkAHw{=-&m%_SCGgY3dQ#Av(#_S8Gg&Txz}|ZGm9uy2JbP*fL07&pccwTjQ#<8$DCiMQ-z`_Lz#(vAWkcg z0Dh%NwNXKd*yEF96ZvBY<)V@qS@}tTE}${~RZM04{(p+~HfKgZ@ZigJs9og@5unf` zEv*Vrw(;XX0ldtkb*z?KDR2@b7}!bA_DSf)1A*zjFhSW|VOCE-1X$gQCiLgeq0iO! z=MVm+{AW1WsMVCr|IA4%H+ur9al$b&a{orh3E(2O2J|4-7AR;I4 z`?A;*5W`drsL$%@7UBU=-&OZ;zLV>lDhN3@O!k-Cbd(rbwpm=3L2= zr7sJMBij;Rb$uO`_TFm#_X6-qLt1fSzzJrFM4Wi*N*_d1EWX!%DP#Qezg=B{;p0Vk z4Mc2?ELHVtxGh?Qwaee4Vc>LpchCVQtDkT|gQYN)S4#U#sDOvW^kG)zeKt|xVT!c? z+g)VZSHGTh4IPXX9tbZ`S~_1SDC?Wyr8*=L>m4q>{@Vk(IUYSq$j)Y9yMMoVE_?cU z7S<&_P(4ewGga_6Lz|eeZ}(%8T1Lm`If?# zQEjwsM0-_RGy?Qt`q)aUxDuW1WZ%Upr!m_1PS&P?qtwxdMlKG@cLFw*`ZWX-v+ZGK z8=xe1r{ON^%8u`~LqeH9Ns)v{;gGC#5b&=QAzay{r4hu8QlubH-kWO-xY{hH6LoxP zCRY3;c#UY~QA{MS&UXs*4o&Ta0z+5#%&11nvf<`-(l%<#K-?&DmIsQ8I?A{D4qQ7^ z7{JR7%9AA0Ag+}jFZOUR%?A~L5=m{bn#%!vaR1)txkF3Z1g}CM+IGRuzcqCj{ zW`xb=i5n5|HqG{o^mdC|m}j=7nTz43hZ`#4KP!Rq!s;r)syR4q9UYHB77BsMg-8J% zAuG`H1Jy@m!0}pxYw}$c59d5qeQ7>V7p6o|{^ne-5ng?1fkfxY5hEX>Uq)2{6SGSx zfXTK(zzZL+xh!mP)RdT-h>jlrrn?$RP1{bEFtUz^Vf?^ybt6 zXj~c_oVDJFbc^c*q#A8J&$gm=-??I}3B_-;$DnemSq@KSwkn-)Eu8mJZZucJPX8v#QbszTS3<2TEBAandXSpEpmvG7&b; zTDY3AZKMGW&}a5W?I0cd>#Q^6{~nfcwBp;I>}IvA{`Ty?A(ajLnZihKrV!yhBFK#3=bEiY zkwovU=I+|`UhS#V;xg_>9_T|2>v(!Ge=jPJ+}|MldgB`(uRSA9xVGL2@V z$;g-dCWhWE+Qcp9r*eg;NmJQ;Sm*>=1tA*0MN4*xZt)SAS(X2xHNXiH+WVHJ`d_yi zBvrr8w?yFAB8F<0G&!fgo!@>QU_W_CB1#~>_4tpg;jzV}5Ef4+9-^Nw!uKO9=Rlbd zU%!yjKmix&DDBRpJAO7**98GX!&lVr%1j+%6T*;xc^;t&s~&({tB+Q#B&MCj!EkGL z-H-9;O5Yu&`vo;C=+Ktys7 zv-NXw+&M$}yR38HsQh4Ce zF=Z+?;4x3Iq4xVkQGA(GKDI};pUb4E?>Q!DrZ5ulnmCFjw0_RaTkz@IMyvb+JPgq4 zKT%f3jKU^5^7Xpa2a+NqYNTfk-5HS!wu@^d`#S7He_W@YHMP%V4i#2G%9*&;uVpf4 zXl`C}&-Q*U0e4<__Uf9i`v)V=;T6-i$ak`9KRz}((g0eJO0RP5fPWO&y2%7Feczdna`rwpQR35V)U1Ss#|GpM6qz9g38w=yz z)=goS-&X9Kc^~?j{?f^^3EYXi2j`u2d{OkPs?Txpg9yb&ejq70V+Gw`?DOk9Wr`@g z8|as>5a?si8CmQ8{;gG1UV%J&)<^2`BzBW7Ta;iv1axZ&q~Kt-RazA-dQX(&N49*K z4+#xY%)x5g*>Ogd4pFWirRx3pnnH5BtQrPn+mOSUImF7T<)w1aQ zAh^JU?{~P(xnFC&sR~rIoVRUfmTb1pcl%fmyM5W4bKYf-Abxu0{^q0DH*TE`nFUR4 zvovA&-y5kuOe@){-kedT+H~xSNhj^hyYQteR(dj9$6)|Q8MD15JXh3OuC};$d_iZ!A&}Hr*Ur=fmxxC~f+`VzNn9IE2t3C2Oz${(*?mP} zef_v~qKz&%{vUUgMLu3gJ5|sH6L*H4`5*=69JKar4~yYDJSX#TUgoSAwp7M~{X3ST z(oIQF8Hi0tVBzjP!M{C2;6(z`tjk$U*YpaIq0%XnKT=b*Ka1xrn7_1lTitKDPByRz zNe{cbUI+#;xGzUK6NvqXTEoJw&USkNWi|k`9>m-AD50^ln8^?IG4$bIzkZ>xIf`0i zVj2KyO*L)piZccv*RDeq zi*%UMx}KhPV!BYOG8O$M89rLx^4FRxFp_m>LaYglb=j%e-|s3{rPqY22$<^Wm`ZK&`m z1wiOeORCOV0426F{bRc_ufl76;J;?iOCTARO_}rPVhlbVGthtw#aM)1#(*|l_oWz` zKqfyBy%?p^K<_DZFt;BlIexADc~2)F8qAyRz}S01r7z=J?$<=XHnS6^5l~>nxWgAw z2_>DwVl&p~Ir*%l7iFnI1NsSN7QXlEp_6^pe0?uGXCaGRXm$F~OnEDI#34bs){TV5 zf^ff;ggF$qI0qUUa)YeiB$B!Hhe=W0bIgmt9kqgZH_k~g1Z_7;G7vlKvFlAHyGO>1 zY(7A#eH})-d1$-;{6T3w);Eju)<8cgs__)15AVyBMbvw(qYH#wc>_5@JLpMOPhpak z02=Xti>0^#pkv|U<^38{{q_E*DS;qNOT}TMp_7iSluQ~Jlf0jU%E31N67QDW#cnTD z*v_171}1Rt-OIn@-n!-3EG|-%#qfI(prfrD3R>NCnGYffG;ony+!EV7!s70Grqv(S z?ruT%B!1+uz?ehMn+fxvHwW&*vxes817H=;!A=AU@>E290-2 zjYr5oQCgy|UUyv&I?K@fW(qCOx!;Z1lKBNU)$)Go5h%3_ps1X z+6ST;$l%Ykgco&cXcs^0h>xe4+9jpJD$d0ZxoR8!1e9PXZA)~Yo&l->)y%Jb%mC;V z*-njsU(`g1jZJ&y1gybxw?U5hG3@SE#BDwsXnbLB-`ddlvunWGqDbWY`*QCpshlIQ zKK7kb-)C7`X-=t6KtpUwI&m&ld}-sX)|<^*FK{n4nk65e#8euyA|>Omp6V0x1Zf~> z`uVzI?vEySi3!C1&p%prVAkFE0_{ES@lg_eYE((JWH|5|D4j~~44}*SZGI;mn(l$> zazbK?>-9HKj|VE0E+F$z)6gjV{ylAHXUDOtu(3Bd|BTHoSbFQ?!eBSBy#Cy=7y+7ZKhl^|ZA1!K7Vcrh}(`uTUSS&!|4MaGg z<7i28Esi;qMM&r!;B6UCd_eac5U!W`mUxx2KmN@Rt(bEqdC5O(nt?T-R{i+{D?xlT zHK+;GwLbo<1#B}lkXwYZ!6(W-SMU_Wt&zyuhLyLU@}27#{$A_C=sn63{w*Fz3s_AQ zDLJ+m1oC}2XxReo+be%K@@#w3xZ+Mt{pNgVT9HQtK#yd7wljrl*aMPnzQ!FP&{$A+ zHtmFJj{!q$mpWohLr%v4Vi2-ygFvuJm^6yDa!_(0z+TgU7T^Czpw9kTPJ6c76jL2k z+Gpm_pX>Q*dZb4-GIYEk4%=V2>Vd}n#$YMpSd9Jd@Cffd+o`!)JQwTn#lK2Rv?O{Q zJUr;#QXG>|ie^@!Ugrz>Q6q?Htt+Ehqwnb~F){IP^G}6=psm~Rc|F~~g~=Kh`b;xl zIv`(L2TgG7e0<5ksSSh9V@Phm8r^{0wR0>H{qLt7Im*`7Y z2lY*u#NQp!V4x_w1%yz!*;30ji~K^P3+0`zJ=#H8^#JNy4{&ytxF0=Q2GTZL5XODR zvSUB`)ATh@n`+mSW@YQ$91d&Xx;pc<{HDYH`UKs#+Y}Nrlm9^JA3NJH3l?^kUZ-vm zOubl3#}GF~20cd_XcisvtV*PP#4xjSbG1P90nIwLpmj7iBm#9@K-a%QK!7ATVbc`~ zULn4Hjc<7gLK`79A$V52OLga(5$n%Zv7m_B&st*!7}xKHc`jCECQs=_S{bHqDXbf^ z(mMdT3!s@^JK)i@WwGG!wcCFw;-#;z&rV&hgL7iTw*?^RsIQs;m7haE=j&Wn0lf|Q zMuMED@7e!;iO`IeSaZwwspvq`x2;9rRw#ZPZB8+A&H{9F0Q;X~mNIyAz!Un}r35b4AU!N`Tvk=g8 z6gxQ?Tkm-aYl-lj=Gj&;&X7LLKY)!Wo*GY?ON09=f_K+i|Mu_NisyXJGhRiD8#g{5N z8A9~&wy?Cq+le2fjDGCHL#X*;Qvj$ChL1S-(p+}Q_iZg1 zScrE1W>Zy1tCVw;WWfGkwY_yzm2LF*c_;xvLIgxY$^=R2kWxSe1L+3o?rsDG2|>D5 zKQT4By|iI9!o8iw~zLoF*qPOk>jlvI@a#72a$eK zX!$jl1II3EdYOwR#=K~D>>vP~L_lmNgCl!^_O!5r40_&$neXBp@A(XA`ae4NeD$RR z{o~r$Op;5Alg$nnLnG=ikl#?oe^>m}>M|Lh7V>@WC*( zK6?NI{^c@}^~-Vu8C9*Qp!|1EG&KFlO^Jm2QsmQhkKwP=I%?2qx>S7e1qWd(`#yZ7y%r3pjwrklCF;|$Miw$kN{CKw#R4{!j~ zQ<-2%arB)X-+sMEy0ccc*+>XAFzFea2UDHGjZlB1KpX_A9E0_%MVoYt^cs`;&T5Z>gO2)(J7S6jL@dyNcxREB`crFXG!p2Wr>GCi})kOGl zv%U{mw73@Yr&aHcBh*Z{M%34%5(D$m`T`ZgZYfY9L~h!536c=ZG{hHQ5K5XO3HoKB zo`x1>U)?VoO8O^uHhdrSCKM)^S@}shsG^2e!xQ2Av#CeyrspOnz>$0JSic>GltMTZCZzLoUaC z$K~E!j{oO}ay02xtsPLE@bPSTttU4zmXgZK<(mCYd`Y1o6H7Tf2FYd!9i6*~)EimBCjIG#I&Fw?C1M1xs0|orr z{I+FFaYPJn&~nQC~mrY#O+(;3w zB}JG>Sfn_A%|_I0U^$r>?+bF@*-gZhHV{+l8#Rgtb7fsAbA7yeY*j!|*Kfqeu_a`= zrNq=|pO!|r>KvbRWk(e)|Hhpf%+CVeoY^ehViI5LZ7Mow8kd$(`K_C?d^VZ>_4{iw zGfPalo*~pLrEbTk3W#jtYOiIAb~6Rc=y`PR{8w8g)>ZYT-D{blW1V^jREN6PlvoxW zS&M(5(~rhsK{(vHiMc(ScCv}A8T{oyj{`G!GtRrn&Lo&pX( zw6T>t72*15dR*~1edX5jF-d4B#f&jzX#KBV#|S=- zO%n0k%M%^ce3_5iwp~5?5Cs{7jza6ZaCmO7Pue|mRCV5Zgd)FXTcTII@wMz{k50_@x_*mjg6d}*on$j~OD!s3V_oxF#_ewV!c3M6W@Diz3rU<}e|L_U6*!GD*p-?MsCzjj*4 zM*H`5Io2L^{RQkF2NkO>$?_^^_Rk#*?S$qm5DxF1+$+yXP_2pvMa=En_6#>N|7q`r z5Dp!5w~lpw{Gku22%5s^hSQZ)+ZUb5oY`2m9{6J6sMJRprle(OvZ929;OdXd3 zqDq%PAw@%R^Vgo$UD_9s6a2BQgU2T1l(Z5V9r(vowkX`O6Hh;=f{!8PEJq(n>~PPw zj3ej;JPc##nURv=_3mg0-WFRFt{WF7YDdqiYTLBnD{rq?*eZWOG<)2*EvY@knr}?M z8h3?yW0DfxXLfnD82D>tFy{Slv_6cmmTPfha-p}&yG?4QwIzv267lNR6YDsmQF|@0 zXW=_vkaJgGG12rDveB9x=sD7yzVEY1rf)c`FJLGKS3%&9x{49g+lZ+7SPr(3K<$aT z>qS3?h?UsKRrL%HJ;i7Z#)4(yaz*KxsVLvzv6uj?fZh-;) zms}7MrJU97NfmCAzvYlPz5xp94r~vxxT`M5Px_c8iw@HFQ4Sya1~$`SQ<#$x6CY6m zo#(YGl_(LB2K!f4A8nO*>V`Ox=ZcGLmz;&Khz6%>F)&}p%DTYgV@hSN-5+IvDh5FA z(C^8=%*Krj(ZaE~l9l}KLu|hJ)we93=7i#Enl`8oTw<85-@6mEiGGu<*7xk84aZ*2 zO5#Sd98A-fDxb%}k?ol!`iPOw97OFTpj6>-UR9-X54Pa--3!pqJhkwM@?A9uppV?CRgXrX#n1JIa9B zU?f*Bd$`0~zEZJ3zx&4a)17?*;bDsB@x$D<0V^UIKNA*lxJy_|tF2@8T~&$jm#B*S4I?b0ugHvuYe`L9LV2kkeNYNLHri3bJXMk~ zPtmSiW5So^kf*P{!2eY37WOGkWvA?G$Ez~*@%b5+gsRr1FBez@rVG&a5hVDOv0B4i zHB9P%DtozeAE1T!JSH*>u_R&1j&fc|KQ*V|dToCtO-Fp~nEZZIvRUBd@Gd5gWY|)=I zJgwxNAPOaIfo*|G)h=A^4i5~>7E}iHa&^TAFO|-j@)-u$jwTj=Fqej5D-JS|^nXIV zIQ)%)`i32?Ff)zn73YDXz`~eXH(}Hx=qlx79xm`)on7^znG#ABV5kh8%cM~xCb??U zpSRKtb^@Wq;EeHpsQhov*UV>|epsj-Q@q`bMTu0C$y{}Ca^>Y2y934Qsk=o0zS-q9 z^LK+oB3jvgK`Wkm%J6uLge(Nctjh|798M-zoW@3yOma8wWxhL0CyeM@XS~hp7c+fb zM_lJUUN8eUV-)-&N}qYY>_P3Tbrx*ehqRw|1QNP~t1af5^zRJb#g}ip+p5*JeXpu^ z*G=CdUVW{g$Ma>}W3Dfc-{7e<7k{=hH5qLxO*J!B{p|e(#}-qelFBqUSx@;>Mf+X5 z$k(qm#H^gyO%Ag4P*Z(E*L&vYYOrbBq{J(y-=bqTh_8#TD3NfFHJ5zR{Ssnp+W*l$ zc$Apty2jeDwF6%}M-;omn3}#>Vsn+*juJp1YLWQ1n7u5y)atX9Jq)SX^<7#uN@rNL zX6KzGo*2|#_+|p1R-83j!nnmP52ZHT;M_(>MynlTzq(En7my?6x;Zs||1R`sx9+!l zhfnBVXek=)4b+{S8JJPeIXBBVu$!J;8>~i8gTPCER64#)J2BC9`IEH+T{um!;)QEu zPKBz_%=$~TFPXHGM8RT|#IyMIncEgdYbP7dI0W%Ni_?ZAt75YOSAx@CNip2;=e{k> zob)6$*pO;4M$3RrG=w&R;Err1iGSxz?9DP^8=;7cxDErRN4h5K3f(pi0V{O_LU{|L zNkdo3o!mov@LQAKPU2!t`rRw@)R&LNB=fKqi z%s^x1738tTP#;UKdd?~Sc+?mt7Hu7|NEkx^twE2wCdMk7$4OBcb5K=pm2thfwUKlaglkF?4B`tPDoYWZEEVC$4&4Y~`tho$GFz?f*R;x6VW z)omPeN9wlwerOD%;{KH>N4JQszk(rQfRx;66|%zSI1!ub=Lh`2uU3Y-H{Nm6voMAn z<~znN;6q;pFbx?8w2h#u_-SY3dT3(+Dz$&27&JAteUy%w2iGl zemAo^J59)kLi$t_yLw8+mu^f&woXemU^G_$a4s8HU&r-N%Y6;TU8%%`G|N6uM|}Sh zx1NR0vo10)A9NXvNY8HKW&AYpKLobH8&A8Nl6Ga*p9RH``SOb6*k2-9#TTCIo+@PC zeg;|p_KoKng0U7uZqMA8CV!-0#1Tv{(1JYdXl* zRUhQ%Hn0%>{OI|8AIC7x01+2juPza9D$%*Oi23zvwmnc?^WmC zfk^=FqelJY!Nvo(P>UgVRWo7Tpl@XO##{kKW63h1zBCfpk|bbzEV?T*ITT|Jq$>L5 zpE|qqGdbkE-AfuU?VNb}r|0MH)8)r7L=u>fVlxt4&@}kbq=m7H=@R*Tg9Uli(QMXr^&Brwsd^qR88;Gk7rqXT{Q2B3~&nQ z3LaiIo2z)UFL=lAPB_)a=Y6f|4++dxk1SFO%gVTycE+&Lry;Xj4kS1fng*D&dzf{o zI4KH(=Cu9xUkDl$E*&s)%;U>iS);qbWb!x~27#=E(q=O2xaR0Xyn z*(yoSVR0h3$}MoQy7S`69>wFnZ|MUKiLCu;HWlh~*N~fi>B)}BJcpPXZ3rsyt;t?` zNKrSt+dSZ$9nKI=(Qi#;P$CrME^|ywO(i4o(zpAQ?)LN zzC)yoUrSJXP-nBe+M50QEZ?h&xM0J=8zQ9MKd0ko9PJxZ+Y62R;eN5QQ|X0W2UX$D zd&|u*jSss$&cz|*?YKW;00`$)t3N-hF3wNXY=1vSWUG_}LaR8(zw|Lwmk7KMo$z0R z)!xwM%mHl?x=?|GdFlL2lhPSOTD%zSx}4$*z0qT%)6#jK%k7zj?eIcN;lD_cHl&gf z|6)is7(g&%mGHXMdtsy~UsZp$w(_^tu)xJl#-vQQ_k`M$rA}&_zp++3rlcjbFbNZn zi5mF{zDU0%Nyc&Yf32p`u|K|6bv88SS~aVyu%N$(;ZiA8E7%~u+$F0f-=9Rp z*IyZ=DYz=n6K(D8^*Np7l^tm}5+WYHH!S3td(4voUVQXtNt&MRGj9xUTwBbm@Qmw- zEtPhTZ*aJ|^K2q`q5J_*NRWs$;GO>@Cy2J0k?gKBUFQY8>%`DJ%U1&ha^vnNYfwr; z{o&@LB&hvC)%|q;LD663vlLE`kjX%O+_BKqgb9a(GGZ{{T#FVc(=B2&%nS)=`FZ2u zUFqHKYrWsaKWD>b({Rz;ApdbX`_NR$)I!V&xwX4!OWLJElWw$ln>DE;SaVA1d)6ni z-wzy}H~SKXPbI+OZ`=1Re;TunPz-O`P<1!>`IExdu-_{pKKc2Vo+t3K_8)I1t;+Mg zC@QZS#uSwFyt4?iGMT{1|8w`or7DtENcy!Vdz}A*_iNvU`N4zWy1F{!8A4h*IOH`;JJWv5r|4Q#-A`C|M1DII@HYEVFDgF#uy1EEl%cpL5_AqN40ozjSp$v;CH zCe)H=X1AEjACa+ydeW?~&9T&cB#*ADtCQ2rkb7;ByfJbtFu!iS9_LQp-RVN$NfMV> z_Xp!#NdcPrf~<^owr}Lw6v7eLNEtDO%IB~lEx}3 zD!zXG+COL{jZvy~fuLrW}E@BR|Vt)eg z0|h_7-?NXOAQAf#Ku;&=r4TG2rx5o{y57F+a@i||@L%EbtiSnA6rVgPSB~5hZq&R8 z?{l8~x%OQ*bcuj?ue0!jUcyOzg=xp6Q~;;1NAj*k?xHi63`0D3fP6On>?0T_Dqc%k zs0YolpBhlqlmV#Abslr7d-v{PVq&uC{=|n2>ZLkp_!%kG!~3_bXSGc1Qdw^0h8veLl>{0+&TG=xHR%mSlfmxc&1ScvyS+Q0-yPAZ&%ky!urB3p zfH78cWx#vGr(GejnAy(W1YSp{VK3{3Z-w@{ZM|I=+Pb(tqRU8!MprWEcf42>nQS$W zRDAtXK}5%q{zc;XwTv?1#Gk3bXN7m(NGz9Ks>b=6nHeNf_sQ#Mf6O9Q(1`=?0@cEU z=twdvy_U(05s{G40o59!z?oop@&Uy_m!r7O$2?|JX48yR+}ue|M&m6Qd2jn-(Hvbv zuN4pH4s(xhb(`@y3>SX&C=l}eJG~~%*LPNjRJM}m-OI903GvjTf_k@K!_RLicj>+9 zQOoq!6sZ@f)BLZZu-~cP`=#P#GEd^GA6ro&w=)xGD;2WR(U>9B&|@ziYGg!MHYVe4 zBwTT;VlHYfTro~k!-xj;4_IF*>X;*=7hKxHYz^OD-nN%neEPQMA2wGj*sB( zia28T`RcExdXlBc{-AGKYbo@vZ!Upb+DFiY0L|l4)b;d4F;MtS+l->Kn|@uzww=*WgABEd$T_~ zLP^ljaP*uog=di!=R)p{LQ`Vj#$4JX4fGV)T%OxC)GkI12Y+h42K!7wuPzJ!vo^dG zOUl)_cP>j9!+2%0rPIHe9kmFxia4|XJQj3Z_9+fE@u*9dgQ&-|zUaccX2c$87tQeQ zp&~Bo?b97bv?*Aao(NQ5Lzaa?*1YTS*bTL7u zuV&n1^)48MmJaq-+z^||hdm$4!@yrFMS~H_pPX9dg0H-vfA95zt@!Na)rPC5JcmIK zY5$AAocib~KR?#J>L6Pg0gI;J^}ok$PK8ig>hxDK?+HTo?MYVhw&@{K9Y0yGa&(Pb zk?z*M)=xdjO||1xmmS#e7?Je(DX`yOED14_sT{U%@@*obA$sa4f+HG&K&KMb;;EFR zGCn-es$FiIm`@5aILX|;suqP8J=VP5Fk#v{I*t2|vWTY;E;#matgZQY?0cU(y?N4) zbi{N*&XJ7tc2EDyHk`?=v$Xi-3_dkqWf|_2*VJg{F{wpMdGY!t4gVh9k6X43bb_Md zZvKshDQ^i^ldys|ywr-Qhr_33)rzfnR`Bfmm<#Wj>8SMH&*U@v9N#BgN_vm@y)Umf zjstACEUy}t5&H&jKoPlXZlshuO?wsf*C2)cD0@0_dXYL9u< zuz1_>@}rTW$}FFdad~`p{Q==EwEALB|(U@O|KgI+wFouf4qe=<{0)%8 zLGK>-1*8kwAM4_qbH$YR@YYT(WItiXds?KmBbh%pwQ&5~(pN;}+A!72Vz-Sm;j27v#?pybi!U^=LE3ek{p%fJ<=HrRKlJC{2u_f=N z@Rj?2E;mHzoeOFwmz;b0X{zkheYnyTmaVTJT(dVGf6rZD7H~O`o{`p<)_{nzh}#hLvg8_jXHVO=dW%PDQFOWU@xN)oc=L6Wc0D6;7uIXJAvnxS*vTGKbN&@Y?Y`G4htWQtiDXbz7_j2 ziO}d#{ouWq`9>QiO}oCgks_zkw*|4da<9`9gJhB8 zP!}ZrrJr%MF}CTzlnmf#%;9dC)I#3J%F6y+mfhc>$~=AvYb@0;o}%=@sJ6G}Zvqm2 z!rNbQeajvS$!d4XI9|3u3+V~mTz;rL_<8n%dB?^wT0}Xd;*)}FPQry!lr9-q^O*h7 zM9)Uo62ALMecIk1I*nN5Zx$(zOExzogipLo(5{JE*Ifjyj>W1>Hn@D`0P41WZP8X2I;P%Sj!VPm&c})A^^yCrIviBHPnhSywlV{)F z#Pz>eXUb@q@xlFc=Hv!=h6b-jKO2YI8TY>@iBE3Dy?3Was6gQT%zIS$V;YAybLc*} zL2zAUYY&_K6xTE!ANa1Ht~7ZV;pO?YTE}a>Del7*ji*+-mA_^)yv=?sLy^kR=Vyy} zgbiJ38Lq-(f#)yYTE!im&jxxbCe)(^U2-12@ApbICX9Tr!M7?uid1|+HXqBIv#CS8 z82b%oL0}%YK+?1#7beZ}52WILeaQDiWi5Gt->_?cTQ+OQ#A`d4MB2;a_Ezp|1UiUI z|D3E-;u0LeNL_l@bIxrjnDXSp)jy}|TH(3x2TiR5)8V4JQ}-WaG+*vR zylxk^%%a%AFl)M|z3(^CO1ygiosDl?+SK&M5Bl5$*-vo0-R$EN*KsHKa^{Wj4f#D` zD~sAB5C+}3e>ZdRX>~v--%BD}-&l@^@sHT5C1~vTSMH5QGkn!?S0mvxrKBPheXlR| zu!dwG?rL zd1p?(d`#LWiupEiOEXNY!$^dHM6uVRInfy2jVo+;-U)OIQ{6Ph9*#S^r3>*QG2D%U z4hzZp15WZGkle<7rOs4S1_2ibqvoOe)j#DorVeU)v(FkAw0CUDDMh!!T+@}$k{(`9 z&|rQ%$HL>GMQZNTkn=KsK#g_OyrE)DUXQ@UwmD(&x{VN9sgCiJ)ybB`k1eje8vps| zwc(hOkL|+MADqUJXg#&k9;n#Fug({@dFwt|eaCkv_97lN5+!&sK&upoHQa&y{I~4z zDV^zA@n@cP0y=4VGVwP@Hxdy0L?qWt-((AiWFLlI<}6!rsS_ZB_N0tmiu`p_sS~S> z+3=K~JKAawIo{N^TRL)907P@lqhn&!+Pm-~$`w4Oh{8<=}|!=T}nQ|i)Q$00zEzw;~h6XS1X zi1h7r++zH0A7`YzP@CFdMp`{L#w0db8hDSGw2v;(VXMqTiu#_x;bgP6nPlvN+=Ks_ zE;h;8hrTQ68j`Zo1T$VU<1VMw5JnDz7#FPDq;Ou)LbMuI2Npc?H}1D{h+0h18Y;j1 zF@_lxm?)7yzTh(;|JIpn)hpfL78@CKS8i@L%NKIZ+<#ZamA`Onc>7heE7x;E!-%5P zvo(FRuGDkOBIcqn{V~OSsI#+dRM&IQ?KJYUp-dC|6G2-_i1{QAv5v#XUHy0feMYQL zT&cX`X}7sZvs$}nwGC4i!Nyn?!JgtcLBK;V7PhwR+0v0tmku&5^D&J33nmJ&-O78j zEZl4Np89`C?$jG%=JZvQpKr+cgeQ}?=;gj2c`Nq5%Ub6CB&ivfcAnu0nzJflgMJ=P zRi_8ZHpC9j->A(bctbUWpwSaH>(lI__^4-M|bpQ52HA-kHJVgF^psH;C0 z(wkqL+n*mGFA$64<(wCMYmb^PwOpmSCaa?~JH@g}#77Tp8}mJudPKIQv4o1ls=E1w zF~tnU?s<+mtoIK*CZSH>v9Vtu``Q53=mh=)$v6#uHXBxla~y#hzr?<*AsbAbr)=UC zTX*8brc!09$5xD$Zzm{43aQIK;?Fq?6&lu+_fePe&dO@SOb@4ORnbB>{+Sn6_T$)! zPKNe~S}hrMqmm)GG*4Ax!I;EtZ6JL9+FH74`*^__i%3@xtb9uMq%$KTpXMG-&Zzq%+%1LdC_EJ@bvOb&TXe!)zYn!j4t86eV~ zCM`iS+xQ3f4Qmh;QxdIGf${Ldx5;)S{@579UCE3pqFxUlJJwj5>Nbr;&+AfrQ=d9U zI4w5v*<&>F+j^OCGsK>=;(U0Sw=!cH9iQ~0(6tC%*zD5kar3U)k7opD)o8EMhgiz3 z9)E+Liz@MO+F}ad67Q66%c)&9)ibgl|Ko_?GPmpWdP|S*HL631o`i&|5hFuT1Onns z{>^=ih3`w1B7W#9>)&l#$X=9x&8nFLk^ad`N*5fa&cN4Ly-X+boK+L%;moH%C)d`pYv#U#3^Ep^m{M4)hS3yV^)X;nC|T zYvL5==koY8QXH>RVi^NKz;>`ZW^PydN!_=uwLdt5Na$Z>q!C`z=I2`f3g>{P7SOLz zkylb^b$K@VNAuBH(8Rk+++u9&G0(B`w2cRh5{!oBP)YKY<|TX%c0Wk3l>CVn4S&T}9Z5-%u+Dn2l2m`1+oTrDFk7&*%t8UzbFshHM z|6CsNYs9CXCAKzgP0Nx<>7Tm-4an=UHSJj za5C{5Cyh$!xk*n`gu?t~-2x_mRZ9m-ZU23mU!gvIK1Czpg1)=M?UH9fOX&Pp{X4$} zGbxbGS@bPxO>k1FKOTmZQ0=<5BUP zD#`T$xeTa8$Zf`-V=^$FA64LK51>LKsT+i8DcPPH($(c|b!&{0j3$%G0Z{V@PgyxvqRqOka1L>92Yu`qg}xlf?pVR# z5Z%1-V&~fe}dO%Pua7~uRlNB zfO@AUa=<=*FL4>Pp6FjWv}?~p?8+{8e!;kTi{oxMgr^~)^Uvob;d8N7;es0KhxZRI ztRKOq7P3g!IkoT&${tZhk3Du2;gv3shG2wNnNi?3xFy!th+T{*Jph@vw5c;yocLD? zRl85jR&H%XoXbFD5_~k=KG?P|ST|wD2+N}N_$x;}HkW2uI$Co5u`NfFyvNITiw_k9 z${n&(>))c+5!aOtk-E*zNS2{)fep9mk@CXzW~6$84Aj`b{&ahF+#t3_n;&7OJ7x{j zt%soiTZTT4i2O#z^c|GG>+Y`&pUY42lqwA#)S911-qC*~`b6{+EG^qB)w(**%+sCT z*uc6HDlD8Uzr#h%VqNwWHni!|r#au#u2I<`Mcn&%PtbN*JYjO#7L@^SrI?#1LrKZ< z!1IZLsmgMENDnzR+`6E)8GjIp{FSCCM%Uw$Q)^6+i*9Ryt47dJP!;W-On_i3TJd8-WW zSw;4wzQXP@@klC*XN2Qj@kH0cD23O5gV_n&bL@B`UC15v9e}NHYq36XeLo(q2F^xL z;(!>~m~f{LiQod>D7+%ed*FJ-Gv0YhLP;woTJ`U-9z&i21?Yy>5(a1~Yi*SR;f~MF~d%<{Tv(1!76tfMm8DHOjD>bV3%m9$6#S0kw!~UQT}=+kj#* zL%y;crAIckVO@cO-UCGq)pZK+=pZ1aa{^`ABC(hF-rWb&%~-7HmNKCbxf*Q!XQ=)D z#ntsggN#y=>$Wt@k45?$JmwuJfvU&k>X>z)rMfs=z+kh`p$!alSI}`vaN8eQ9WL;J z22g~C`;p$yV9J(U^-5?e63iaz_+RlTp(7P*D>=;;Rs+$BP*0;hzZeO%SQ-X-Ab8u` z;{>@{VWTi1Px%Tp7U9!P@ynMlL*JerG{Aj|jQk6uW2fe~MfIX~#BySL0+9|ymVR-F zah>BW4kUS!G@39Veey4hjx?Hl2Q`<=i`&y42AL`#%~0yRemV7*>YxkoDh-V+=gN-&z9dzYq{2P!oYtazOP$ z0`3lb8gy~$&C57VhuNM!eTteK5w~TwU27X>rcta27!kNnl;BkBM+THIPL4z&=C`G z&xia2XuGL=o;7V|6-OJV7q68Rq_ScZPQUa$s`_i7jHaQ#qyiSSlN#IHh_c=4cVV7H ztYuQDC&v%;O_ZNJ`a{YQ!~u0o)5}SU|D1Xj1HM)OPEg}yhYOLrVJGye{?$MCe~1oW zTb;PIQTV`u5_Z_*;~V-GJd$ugS6_53p-4!-e0}tMDGqiP(mIFr4tHVTiTSQx_T1|~ zSgA1>SeFOqS*}}0{f~t?B!a^&zr$ihux0nLLBZd)wFw-nDH=s{LuG+9c`gDQ7p8Oj zD?x&C(mWi7;O}<~VQGrMHxlw)e?L(@egjUj#dXD+RZH`rf9b_Xs-%v0)T~YBa!+95 zeH=}z_B0W3!3A&iQ1JM4kO+v@0RdBgkzM~kX`E-2QTBu>M`4MWo99NW!f4X_XKmY5 zZrhCCL=lTY#2W$cfrdE@VgS|mswzR4M^zK}dHKrcR30X+YxYIDEd=nbzc(!#49H{< zqi6u-J}ArqwcKUju91W8k*O|n+b({CsW%Tm3jY6}gyG###%pn`j1@+xsinmR zfKnh$v25Ie(wh9={S*8DEil5q1DH%eZ?49y~So#Z(umqM9hkWYf{np~wJ_&JP=R%Jq~{l_LOE7ZVe^{?L%fWGFXhp9&;A@NWty zfYSuSTLEp)zq-5g>^s75JwxdU;1UqrzIE%}og~N4vRxLMEYU$1C$$$}ppDVFIuojF%0{kbob)6776 zhKV)^1~41-EN-xAdD=lKjS~$kD{C1bEp@Kkc-RU`i68esXhtRY23O%a;7GgKfs>jq zCN7@CuKQDoNg+G`{AB7vg}}e@`21vJW!E(;?vY2$z~{$!SsQWXn8xMF>Pjw$b+r|ET1BJ9M!M?uBYHp>wYJU%A8&HFIWt(O*Pcx%d{}oG7q>ve zX+Dx)NVB~#TM}seARk^-bAD`M0>x5;pYF+JgQUp{aFlka`g*#LfL>T~4hT_IR8KgT z61ZNcl9rX_Q(!pg0ZC)!{hg$Iz+z}mK=G9VAoojbmwNdHrhp)00>s%tC~A9~qf*ia zszxCLpeC3FK5QWA3ti&IRHBVM>X-x7E)Gn5d?U`_id>HqhH_L5nt%ROfw3(?@n=k6 zkv15u>28#kk>L`uRWdcR_YOTJw7s=8AF%@eU%=dcs&fSgCm$A5vwZp>%|fQt8OzyH z$h>nid&0czuQX%TZtpXNw{O47zkaQw9Hln_2vP-PS7KK6;H_viohuX^b4tm*X!G;) z$^f`6fft-0 zyYVnsFYHH1xMF3QxQ7K$=&8?TF+boIC}F1 zNiSSoT}xULW$%C>vgEGKcP5msGH`Y8!OEBx)Ng^hVtuk!#_4*vX}q?T_V*q)v|1c@ zPJ@DiD4@Owg>8U>8&8X*4S)!RfGQDSmxZSP)Yx}XP*BVvkvqe>p;kXB3{Zp`mhx$I z)Rb~RnkRpu>b3^AJF{z#F*jTRL#JG7N>O`pURf4z-C;WMBN8Rp1ky|>Q)|JKA&a68 z?=Cfd0VxTQ?j#}9r%^SO43Z(c)+-^wD9Q<}hC@+MVGs=}f^tF>PdGdx!fijH`7RUF z9{@}Igr$-5(k%-fWQ;OQvu>dSD$vORagNTh&hI4VWt5)4{|FUWFURnt5prg8**8UP zKu|KY7Tn#)@7O((!JzB|RxS=Cn|lG)(0v9==1);kz(-bJJKWv11^r;5metCJ%pxu13o zAtOiB(27lG@3N<<2(GNpXF3R}Ca<2P>E@KD=vP}}GPDiz@+vvG;+mDFz!WjV6VM+D zH?D1mnL#07&kT$Fo#KJ$ER1 zyJ{dG1CVIjJ{bid7G);`B;*(lpA85SCN8dl9mo0bW8iA429dLtqPWpnV4tzoUOxgk zH4`xYgCInvWD(V`sE%c-T;os!^@U{#vKb%<6{-a5ml7y36k>Y#u-_TB!9p#9`@^~l zwzkE4fW=dJ7R6iu<5qx2@+-}HF-D4lo{fZ!y_ z=h@l0!~GSat_>>2m6;TCi`U`Z)O}4q_Y$e9qGFr~_<03*b~(UBQ9Mysu(LA}=bx$- zKw^wIkmj={?SL4(J{BgX67a?@vSAdQ+lo%1J}(Km`JaGkV| zCB_4pqb81hHE2EL-3I_zD?}}Vu&}U{!HVUdAJksRyNs{dt6m&rO$l1O`G>zv|Purnils{pv`vT1{5`lRbG+<1+e&Di7 wfyil#OE=O9MIfe695HYZVb{_AKmCXy9Mg$GbBnVWN5CKH$FdT+Vp`t+2Rz`L761SM literal 36786 zcmeFZXIGP7^eq}X(vhk(0TrYxU79pSl%mq4BOoG#&^v@8T|rbt0l|U-(py3g9Rw+& z)BvHk5IQ74fV=bi-*L|w_XC_)hcPl7@Z@QGuf6tMbIxUgvEdy?x{GuW2!!#jp3XxE zgggQQA)BG427i(NGr0i%QTElf@O=b(>KowT?F=z+@bz?u`MSG4x#aKc?c)mbkd=~? zx*>7tnXj*>&rNA*=>PWxDVVp5w0QKK1-QsLPrb)J5D2pa=|h&Uk>?75qzK&A(KHFn zTAvCCeCK?0u)Ud!f3Zh-zE191qTT~8db&hDKR;G4oWz*(19+3gi0QiD@UUOURP_@s zDta-_TdX?490jf{L&v{&Pra_Nk&8+?z4?8poUHsq?c<~o_YIc~?N`i~s z2l5%su{uBT3l}aldBlSG;*BuKRQOY3qhhDnCc+M3*7Eh0vxj~D@PS(Zc^h2dK=;7| zR`BiV0WWwiB#>n-Hq7zKlm8~wk{h1gw3tJI`7aFa|Np|Ej|@b~HfxtxenCMC&i}aX zTCu*p{UuFJ&2Y6Y80^0*gns_{GqI>hqNk@Pbn2biH6fv>swz1xEiLfd)4QY#<|YKG z@{g3-8G%#5JG^-DA|LrP6}*$FDMwIHP>~%fyTqpc2wJ|3`7hvx+JFB1xfQ7D^=T~2iDNC@ayg4>gQ?r^89?!O=y>wXZ@6puC9Ebbq38oBoX7qD=HfC{hq_p z{lHnOnq9-1H8H}LwjI(?C-+d_z+m6@iKC-et@ZS=xOvItn>RBq$UYrJ!Qook+J^^d z7!Ly(#&6W7fwT$$dq8TBD- zwK2ba|Nb`k^L$rIUR~V;jYh(IBejU3pZ{X&4KnR_myUY-@rux>p&>Q+iCd|rAyd9s zbiAB=7n$Agi{$u-PBHC3Y%y{NTMM6yMEl_zo2B28IJCor9Jk8BAi`Y7$=um_ zrZ9Er&H4D3?pdRC%h@4HhYN4<1Zxu$b}-{6W@c|PGS@U&m6761>5TC;SB|nOQPe4&@a^XB>6ZB_>oS3B z*FGryX+`(Ld8w%Zb2X^IS&~SUMbN1oT^7UB;hpci1>NJIBf$AJ_R_vkO1GGHM$l>Dc*lo9Rq{o-~3j z^W~od2(w$Oc_Tgn`@>r)@aE>okq{)Zu}NF|iviEGQKn!#;?`JWJ(W%bF*KyO`4-{O zr9M7hZ@zA)M|^dpnCA|kAN$?AcSG@00bm(#{SwJ}os%;VK}Mmp*|4j$n)^2JXf-cv zYSOHCQE6>i$yircx4pCTp@oIs{rfLVGygs>wjeXNb|~~EJ35F#dsJqtc13zjU6R_E zX}V+Zijkw#hJMt>1%vJ6nf-Hzx$aO%sJ&W#&O8ekbKsn~>35T`MT59lLvp^G7WQuUx3@i8&mnF(?LH;UC3S{{v9hKv z-6Av2NZawQ**BvP)i`r+^bVMGKv(;1dNf8+QN8}?T1~uY<&>KSKWr0NKZTzac3c90 z;7AmrUs)bn%ZOLsiYV?@+tvx(HQ<)*uh5jUaSYd}`eTUe^g72*BM7 zUjYbV$wqa{m9vR>K9(VJxDaZA--O4BmYFuA5s#JJFwu%$-`@Ie>=@iHy+Y9{h^}PLL>H* zG;QHiOM(E4RB?i{WRofIlN9OJPkfFIm0FgLoS!PFdK~*_W}2Hf*IsMyXu04rh8wSh zYJ$B`&kbaI^#`U@={D2>)2{flJ&{177j_Z-STk~;;I}bZWpz0wuI+l)n5U0v+P?nt z>)<5PU4|Cu=w_<^+OL`Lcr+e96~|Y&N&c(Djoh8~*c?NjA@ZPNEGM~T!myVHXLoX>KVf9ozEGLM%UzLsA zKZwiBbUf*ko7*k6 zPdH~uH}0KR3*NJzZU|zyC>L*}aq@1lH+}bTIp^)0H(IFh69O7@+L?RzZ4I`hp7z|i z?GD%K=YR9sVz?|nuS|}U-$Q!T3z$E0tUjHnuKesJ`uqf!GG?K4;%m{st$x%U`}6JF zF!a^3*%hz(nKbkD@KRfaswU^8VJRZPF;gXI?++s5kT4Goch-wnpe`^4eZ;ojgo1FCFazs|f;wC`ajY^YfMIw8z^9xgVW;n`9< z)6&uw8&5iUU@}2FPG-fHi(wLCV$V^wr69M?XxmI^9^~sDKsJg17CSrHgj@TMJJ(oC zaY|U+^7E5#i)Gy9|JxW6a6?x1qe_4j#Amtxd%)&&?)tw*xln>6 z4}Q65?X;NsD0Ht<>c#S05hMy6Ol>`W#s6vged z{X}U^lpY=#={anQ&~qM<$ShRy$m+{1DnZ;jK%yQGOcAyZXv0X1C@tC-P>Bv9dBuO_N&t_JSXbQt&4tvC*9Q#tT z(mJ^@_x^Wm_3PI!)uWYfRc@ongM-E-AoBa8Y@^*VwiGqzT^l(6N|F1fuc(8AL&L*k z^L5nO2`qSjP50R|QCC;j`yXV!wBV-@P@d&1A11IaeQ^_M%<6>CcL(a_pQoxtsDx}b z;zdP8XNK-cQ(aO~$$b5qWo~ZnB5yhfA%A}a{=++)PEPE`C|{)r9s}11z=Q?N%QvO% z2D)2p&BozQUGpA~r?0F`r4;}CiCO#>c09FAdGxR=*(^8sz@1)QB!}Vpbps4jSNWGI zY-wB~9X6o>DD7sY!E9Ite)q<(E&-TY@bEAvEjG&2vrLVX$E|Hax&dOO0ag3a7~HZu&}JwrqqCq0 zkoRN1k48-aI-Zmz(d!j(fHngcQtuF!HO_vq-r;Q_jZweq?)~?YR<}n>Y#O_!g0aP_ zJKe&(UhS+eVq&(}D+j#)8Yo@|YtK+^--M2y{&1sy^J2rnQ~;(gnpwSDn^~>>k&#-* z%AarJWeybE+uJn5PvIjk)t@r|PLgiwF38K)4-P&OJhMek`SU1F`M$-6|4)q)M?6O8 zEG~{%?H!=~&l1IF>aYjaU8NO6IoVOZNSlF6pR~K2A>)v(`6P_A$~| zI>?W=W;uIWV&kKuag*P^uEnKlYZZ;c=5J$L8rN^oCn;jw1%3aC))1c1$23{=Ne(@H zXPVCHcXrD7MdAG$w0=B;a*d@Gvj$P-?Nx)hR(fel5-OePl}0UWcL^*5WE_XD;qj>X z($YW#k(8bZYx)S{a{71-pb{`%-_vb-bh&IOo5S!^U2l!le}PLi$FmAE{p>p}(xqu; z*kCp#He2U-a9K|7-QbU( zI+Ib0i{r01Cu=#muNqX`gon`iFD@FJIB7RsxX|Y~7GQMyRTRKCKF52H+}s{Da&Ssk zQ1QEsj16poMfO2a;TvPK=yAW0XPg(BTGOjjDzY{a{MdRPNe zSXekAAwe);IpJ3Y#?luO3W_#8L&K*F-Ko=ENBB)6Pfr({UEt&dl(8s&04uI@4WQex$z-3ULcXO!P?b^22E zujjq*iaou0h8ux`-ncE!DrISJbwoHYpDS94iMX4ikY)AQ6(FoB=SDX&G6e=}WBYwN z72h%zgm_Aq)?EK+V+b0R(B;_ZFY7Xazq!nd#T8=5(HMBjmgmY)hyR1|nm@67um)Dc zo9C_?R(S>v-5p_5bx!1y7TOnz5*Dp3KKEStq!aHUma1a9&y4A^qpX)=2Q_4%YW8ht zI?A=2Y;b;i3uL3~{_7S|{uwfyJUqRiKi8BI;**>f## zu+qh-^W}v$urT%f{S^Wxy=XxBXwHlwn<%H)sAtX&9a`G`{=MZ}N^9z!jYGnl^H$J_ zg10frOHGz?GJ~<#G2!Uo0R@k$8NYljw+E?`8-eqT^%{X?jH4rrhn(zV1GQlx^aCh) zmkJLh0`l@@i-OF~Iq%2UGCqY+)caQt67eYXz~(OzsO_A1>DX3fJa>Ap-(Xu=(|I;F z?cm^>m@qt_b{x~b`YFgCUVDG;oGp#&-nsMli#83Y(L2tGWDT+#q*+QTK*CQCm)$38 zQhTN9-I2@uA?w#c^};RxoE_|s3-xV$)JRAZ-&%k3jSuJe&lyImAIK>b=@{*OZ%_oS(NqlRG3!S)bnR3 zLp4sox^Ww|EUVwquUX1C62#!pIDh;G=S;@@0Bm%+dF~0ekyqij{%Vn>^Dg&hP1}ZI zp00+FxBXSatnN<%(|4EqKdp|I3Xt$f5~t)&$=-=105V*o);^42^U4ZdD`4m1+9ka^ zu6k7ALGQ_e!f%pSD7U zP34?Ap?_6Fv1ml1Tufpj9f@}8O6EJ~_R>zMA`^3b;TXG&@6Xt-3UT!qDMhB`MpHi~ z&@;x|lPaHUGq*iFo`sPd{4DoJ37>%CGmQN zc@WW%YDbz$@1#EEka@;q84a9V<{=m88;R?8`EO0U#P; z`iI0!kf&6;3Ca&YU$hA+j=}!?dBmqw7XW*_dj)i9n>Ai$=W~E_>+V@ILjy$^#6~ zhxbpH&jz&*XgWrU&9GYl?UuOOW;dPz($7m2(&NF~g`mWa|6QxWjXBV(@`rQV1{Z`g zO>S-nN)W4E9W}i)@HDWI8#mlH1jhO=p^=-IQ5B}iFl1j)VbKc>VoR(B8d;hnZf*nB zKqm9SLo^NUnUC^}RpwE(Cem5a?i^t`Pqnn6x_gJqXpgI4XNqN9;{Xfx(HNu{R^*6uwFY4S*e1qc82kR8o>5r@8_JRaMOuCCO$1ZuAA z;GX9+>box`c`s-H^d~Hga~YwuicE^H5(9;@>0?*z1_&s7t)g+*uM_}OK0%@na-j*| z^$+ftyeqa1!%7yq1pK}}B3_Lx;o(oAn#&2V7_4~uDyIGpf8<-El2RPk1y`SwgT0HV zS1&a$C3Uu2lwk*3%otERiNo}hWn`yE=Hh8SQ+@~8NlEBkvp^xC3YYNH2f`{LXJMJ} z_aC0kKDBGJbH1{$V8LvW!Y_$5`E~je+jva$p%2p4Wz3Nlt2i$$5ay)a3GjyTGW^Uf z@~ZSeaNUg?MOF9p6I(GQQPI$gS}FVrCh9PL;^DvnAxl}oL=~FR2-DSZ!mQ5UZa6(O zs#iZ=595jQ%{rQSo9ZAiw7o5fGWpeXQGGIaosPa($$!c$kb^^Evflk8j{Al~6x9L~ zpL--QY_*4-6L2q733bk@}60vq>ua6hr7UMU^U5Z~C2Gy2Yi3$yQi$dri z*pczeA?dwlc^d}KSDaiF*Y|gkL2jCw3S2B;l_Q`EBA%-c$EtqC#=>elf)9`I$Q@-+ zzRrBJQmiMmX{B^>vOrFbT7G}z{M_49^y2qvNhc@kwhLVZ`K>9$FYQ?3shPE3V|Yx= z={OcySm!VUYbuBA^h*1m6(eWPPBiihA|Dx5cgVN2C}>o8)C9o3`!3+AD4Q34`5)tu z#av|-LrCcPZ4pq>U6GM_o$7}^)Jysb5j8QJXpk%OmPQ3wPg$etzTAUj_tC?tcP8du z{S>n(YvvT5grkZrsnBAuq08dFlZENv)UIGkL?z=ifUAm1!V!S84x>x}%e)~2xX;1q8{W}Cu!e@eFVu|u@ zBY`Pry>_QsfC9cIF7Ecm#~sHGIkEPWZ`g{OQr~QtGT$^amA9TPv_(z5;)jmjd*3`+ zYu3B*C9cTOzSP!i)UYsw`IE-Uuj%xd7&EaS9@mrglIE3+AFXBfhI^FmE@i@oKnY#v zhwTI;!*5cJlx1VH*+1F8_$}-~65FvU|$g)$`HGX>8ul@8tROB2Ftbf-W4jJmy&3?4w1lde%^E3^h2$ zD+EY4*sD}jxl#ZwBZBPoL86{z$^W($7K&3CKca&jJ;VH_*T3{k02x9KfH=2Q%?x=7 z>NFTUlit01jzAjVg%h_!_lM210Oi)P=4~Q-|Jy0hHVIK4R@Xl(>wq<Ce%QPAkn!ebPR~+JIkgeST4Ozc6ldoUDHl)wC z#m#RATA;$!Akc}bSrSV$?vnEzteQzs+8X%Ao@%N@60UVczT$zVn3kQGV%NuJF;;K* z;+w*X`9BeEd&=C;dgdc#7t(iNVW?O3P)$hkw*8C!_QSQ1&2LsoWFB+Ts?3knXh!vR##zMZSGRfOow^FDGG!q8{F_%yRxoV^l{6=c!zmnPtYHan0)0 z`jfT7kv5}jKsZHXKR2;~fM7gtv^wp4QE%3%pqh{ll^$aB=!k5G#mrWYNmu?^kU zjb-Gyz0Qxgei76J8m9!|Bra)c`<{2#tl=m7dz+Y?^>uf3;+8gS(-st#AJjq=3e8KG zYUY#YWURPbDHfBf(@J`AJaGPw zdvHAIgYe#2`BofJ(nV2QYxYk`et5K)UD*@x)nFS|8y5(pYz%Q5!g@~29L`_yx*9S(Lv zovx5jUkaF`Yf`aA5*Bs;O6KQ^Y(Jr)-|dF}RzH7e*)(P${)=LyzR|C6-!my*PmSu9 z#;g+O(a)dm`_dMTb%VxO!GsiKlAfDq8zW+Wy7Lu6-p=7msnz8h~IU{|`6hNu0->5&yIU5tu$iPVmJv1U4Wd8Th zVm$rxC2``qzxLVbU~T38>6NP!oR&hxzg{V7IbA01&^O?-!RpoV{{dN{+1V-Ly?y^> zS|l!mY)xU3+tJ+}@#h=v;9mg(qTd)XG?~xR^`Ef&2;#oj(_4&}7VB9% zg^oYb^lYcap4>A;919h{>UEC!($?nCcTqgl)_NUlmhfR_#vVe_q9@;s6mGa!;Va+A zRxMSg_4ZV-e0W0+YjREbOl<27K-0?Z{6b7c4IP&^d7RiWMPOBQRH)mVx22 zlvMKMq%{Pn;-0JNUf(=<<0>j{c>DMyBqa$OvrXdl$jUgxC8``s$1KnSej^egUxN`yX*+@L zHKX&9WinRh9zUWuInqQU5Gn>|1FuLqSkZIKnx>-5n0;S+7g+1V!OH@!!+%yHO~%HRmF;fdrl zkCh{|EdF~(6N}WVdAgU1js2?kPh(;ySjO-eE6vG#Q6NRs8|v@)iR)$<4rI%C=T4oD zqKdBmh>zC*a}k4pf#@hN2jRNiwVH?a1CI>RX}4={Z?-#q0%tkdV+%dF@ND~gJV6#b z*N=*!1NB!gtA-m74-Xt@Jl6^kXF$_1$`l=1u$Ia^1I4fZSqB%?;az+@>LJA483CVKaK{Qg8=>7wmgP-=BWXlRd}#xkMe2KEG9+w^#9F6FIZ6u^?S z_uF$~;;f`+fQEOnoP#9)^Z2ou$RjWiq7cOS+FAr8w*)bs%xAXA;C?I)J-qtl{P~$T z_twt!tikWmbRnGhCwN#_$5NQ8nX{y3EEbMURHu-zrga;g;BQX1 z{wi6j6v2Ry*uJ)1`LBRp@VCyTi8sluI{4x5iNxzwZOLg?Q~{p`kY*1dNj@#>e*sEd9Win2G#X$i*PAQGbvi7r@G@ zK*`GoRf$?yn)sgI9ei}O7a7N2F+1y4T0PvRtn4|U_Bz$!uee$1!Tw|5qv1}U&tGYY z6cZB@Qc!r`+N$*=Bk&_sGqTw1<*Q=mi0|JOA{+C&mt<_bbl)o6&F%P^UuK!n(P5@l z&@j11PEBno9UNHGN0Ft>_QSCHEX2NAUgMY{`DRagF<0uzV(-A_l2&~y;ub$M$m+;| zjgw4;zE->2)YiVKu!*Zf=VM~Vuc%L-p1n&)3z+EY8e2SjB+g5dtj1}m+>v+(ovXKd_@pofMQ9x@=3pIHq>GTeAKql+Uvj*xv{ecp z$Ms4hf2|35KYI~7!pwok(io{x-Qjojp*7N&S~`~)FBbsLh(|*k;VmsA;tyO7+$}0Q z&EyR~%z)V1i_<(6q)V#*Ff;3Or4hO)r)UOGHPXn8G9Yvga9)Ng5F(^yh} zu<^M0PznH30#ntE`&`z>D86q%KhK4XY5n^*)`KaN$viW6`6Ki}0~1UMYZ^aL=1Bd) z!S+aiJdUB9C2+d~2#(|Ij6giUO;#2&)-=`gVBNALzXZSeQucEQ{s$~Q{=>>MC8B5G z`gL)xM8)>>a=4E_>3Bxrf5dgX$VDLf)T?i~temM!x~X5NNcXwFK5>knOHyd?C2o7}{ZV(#h+h}FF{IzFdL)|V z8D)T}Ij{^ocx-hIygaWcM8PL5O#v@`qhglWl*Jo(7FHkDE6KP_l^74I;eT<>4sGtV zgr&?`fwQvKKSDxHAR+u-TztG~XJXRUb+#+OW4nePMf^CQx^zW#a%oY0hZe~1f?Ei5 zk<)Jkw8`UBJV6CVHTlxiWNd@~&mYE+v&5v?{ZZV(D@BD#Rvn#;lrou>5k{afFRk={ zAOn~N-eBXynET`TVpBXJHW-pw-k_Q(TjjQi!IoN;+5=$=c3&r>bkJC7U4}jqh`#>G z@Z(I}rHY`+DK1vm=X4Q$CXYYjj#&AowzhwY1s*!rt2sn5$|mUTa$cmfsc(&DZhh=B zK39D0QIW??=PSBMQU-=(7JL;#n~8yOnBPRf)S~a+HFLbLV;TFJg+B7pkLKECOWM%A z2Q{1O7AV_la@}0l>M=--b1$b<69FXN^R&#&c|h`=G;di3SFMdMqxtNAvE{Lz- zm7RoZyu9F;(zrzqD%;`xqJnMcu}(X@svA<{*u_LDsiLBzKVEmF?oF3oPQAnb1(@`v z9r;7IG_yl@?q-KKwkTx9(L0Xej*R-Uun{Y zt~sIGG5hQ~x-Eq5CXZL~yzw*kEC0@2HHt+MJNQFR`~WxyONo=@1$-{m}j%7^~NL!qxLD(rEVdUp#{L~6FQ(8u_-!r9v8i~HyV zJvN_u=qacGTH2Vcn9t6Mj5RcGOhLOXbeLXgA0AFUtm@`(2J&jex8$3Npgzl4Sa3>K znxnM^_PNbn>}aV7P*@$>VuJ*dUcGXjX^#B;Nrfw-)@S)V7uPZ)90KS);Y*hyHc@Bc zDHvo$#T!uEQK$c?u#b#Ey=K8)V@Z84DZ>IlSci4M6qTmt)?&IsqvNmh;^fjo-uYl= z2tb+J0>e90?PjiixWEPs8C}4F*VS9y>sVP?Nv2nTRWD3?^JXqg3Ovce!UFXG4HXru zfWW5OQ*)BO3&`y0d$(`jcFdW8{p>}$d~#;{rJK7*PaENnbJrYwcg;+3D^6f$03Hj> z8iF6d7Ck6L@wsb$7L;HMO~)IgI%DQ%VaZ&NcsWm&SlQmJDq#UN58w|dS=h6ENAHixqt88Hkd$##AbbOjh*8Smi^t;T zU6Gd5I|{#$?5S7Zzj?CgkR8TJqQ?Z&t;y}+&=`!a&c#Pb3=v(tJ`9Cs#m~3K)`kmR zF->X^P~Tscmrr|K`7{VndSY|Onp&FdodPEdiysd45~QbEf&KQc~F4 zG^)ROXj}ptbozCCm0>~x!m1l}>WprOPP?l`0-2&(6Ws0|xE;xzvb)qb55~(8kPQu> zhE@d#?qzB5E1>At%*OK6;HN_lXQG)cDxA)xTYH}aw$iMygYk%c?qu%kQGiN$1Kcf< zn@z{bfO7E!F~0GaZsx}gzn{a@JTeeN)jy-ftf|_?20Yvf3;KH0+)C#ZpsInVqfz`$rcO$w6uv&H0$7tXAotA4J3m@#S-gjl=d6D?w4A({Bxv zr<-by)p%JfU>PK9e3~DKmy?ubCE_+0{IG5n~;um*9$f{VH47QcmKU zLJ}A287Dg>pUQ-73otJ^;-}r{bxnkB>l~zm@5zNAZ0x)fIN~^1Bacp^1;W^4nUQ~h zC>=d&7dQ0qzx$piRoZdh9DlNu2MgYEL<7k2aehp+<-_%@sQ?yM2Or7-}R&hEu1DVv$abZDfW z!xtR)PM@MNsHR2|^n8FoBQ&H%MR{u=n*zJu%g&X{S51JYu-<|#6K~GIhnP;yVX^^fIKr!Tqly`G)0S8M+PHD@?8GEH! zO0xLZ@25VBXGL?MlIA z4FOI{q=%WnR-(9j+Ey|jX&v(dyaC!9#DvI`RhXv3d14tWgCg)4n5O6MQ%NRPSKzPJ z)gfAV%IvL>NjFlCT02^GHSRKH1znY}%mvpkPW$h{|4Z*P(;?8j*IS;1RS_ke9D(4N zU$o~(ubW$b4TJ@)eKmP$T@Pn;Zl2YvW{uMaDsk~uw@EjjKN)MUkn(vmaeP*NlxyvZqpf zC*1-iewA9Pjur?;Oe((O`CH%}o#3QU>Q+BT7gb_2yWIu#u=lwKc1mgXJ8qd$duql1kai0Ia0R!fH<>o=lg`+?8C`j$>^?L!a`snO^87=hhM(32RLDNfiQ zMce|;Kd2%rtE(+(Mi)L)QEA38d2TiWLyNzP2IhdXX%EOWcU9u!SKia(1caf7*`5!QpXLm7v=lK#S|E?%{u6m|q%db!;mxGQz+G7fsm)teG zUkf7gwvwbc&7i7M{LM}jwG@K~#dQqB~S>l?%B}a|gKEmBf?HpPlD{E-T0>s_s z3CTzWz&{w490k8e#LPTueMO5hA1cjfU#XgQ+{gA5*d+=!x9O9kW)zGOzmiL@9iNPH zvMS$_N{5OBOt>QaCe`p`hC)1wtvRQZz#oq~V;mo+ix#43TU0VoDG2~>4bP3*W$!-u zQDbA{TVVG;$Hep$xZg?M#FspZCD$^2jDfc@{?)7RWo5uA!ELALf*F2?wnimd(k7#6F++Xmuo zw*H+4CniR*8J0y23Ev*GZjGlcR2HpJlswq2XO$0v+`oU{3D|r0)`pYdCs;ex{eO>$ zpi`pZv!Fz!Ey{yy%OnuB>&^ozn?M~9Ns2_q}}mR_nR!nQHkYxz?^h3ns|Kvf&D53H$m zdjPxC6`9CuHJG|f<j^4(G6=_qjCJG zPrCMqNST*q+jQIOz)X=bKh?`j&l(N@&l59$>+#2!mLdsp;oV;%GA_w6?Kg2~tHu@} zFQ;`D6e#!>U0TV>I9U#0d$t3ief{Z^fteX+*zv)Y&j)Y}uqEEQf1hEhJ^;41#9Q|C zm|Dz&t~al_6X~DP#l=w2R*aN(m}wb6iywB_!goU$mzl3JM0t#A9VfXf=fvx=jVm*F zOgJ@0<%HAiE)AD*Gtriv!~@59F!kRdcFL0nl_x|GEdx%7tgNi^?(hHkY`3$WqobQR z=92g6+hH^@r4{h4n%0QO?;kvEok(jqu6d69@vor5%C_2q@F?XEI=&6DeVH=FYxfN}u9$*9j7uJ3a&21UQfXMi7&R7?O< z6LWWOuOne=HY;f9BPj%GYHEHw)B5K29`@N8-!_0m%fK+lg5k|g`1av21@lG9{pr) z{;jHV}hRw6>96>5pHI35wY^^hQQCHW*b*B85#1Z))tPMP0Nl`X`IxBiJyb-oaoO*$Q)-x*fg2@os&3(m+d>&=lC-0ozb-O9-uMW zpg-^*BP$F|4Zv$@6P*Up_$>7458U0*4i0}S%`!h%{~V0^%r2y+5@d2x(f;+@w+jmH zA4)ST&HL6E7YbtWDw>B+SN7q9+ix)H{_rRaKg!(T#LWbX%)XO1p=EFXqETuLHuehE zS`pIn$QhHj+4$OD?8TK~0TH1&?X)zrdt1kw(7?b>2CMtzW*S>rKEQPhL{q^nMQZh2 zXIC@u0CRs)uDo5dproDomZJUyhMP&mkWILibwH=_kteKlSsZ*U>f-M?;r1*UH9{-2B%r+%ltQ_$9AvFe^)RX zcm(apo)1QQ@E@avxmYL#%UQ@zNl zVCHqg1%1WH`nk_WHaZLT08#4GWrg1a)(4J{O{-VCyUT1_&rX<=)hBwoe}8aj>lTu< zc}vv{Ds^Cuytg^sSPNRHu7NrpNTH5nWe!dUFvCL+z^v z07v}}a2?-(PRKnS$nF~{wo=AV`ZNyIPkDf-xC^>EN%Asa(4GR90N7`09}Lv~sws3B zr|_@;n-j44*sW*=DN+KVO|A%zDp&hrU`HQa0zn70KVrN-HCu!Hf_sd}*{XxLL}3Nt zWb6`=Lw$5nLUTT3WP?8#!8Q*n6RMWH>?qCX^}|vWqC=>QpI#t5|B|Sr)mug~J77r& zJ=q@x7KHa8ZM}|&fPi@erb!XN9HCD4OF>7@HhBDv{c51gOHGGtssRbT3he_dj(`-~ zUMnp129^b~GVewG;JuZW$y%Qaa?e;~pZ=Z!Tc-vNiaJcrCVyPIR57A8rs#C{(ub2HZYTUGGmH)rI#S!CI?rR_xWEOSX~u<7J^tj4GlaPk5!AHpl-$?tp*&#^WB%s zGy0a1%<_+!XI@^A4Fs$P0d;n)F%3*LOMRJLAYlwNM^an>-DAwETaex50nGBKRpnDg zK#usX{YwBXc$L5y4f&s@5Wi@Lg^j8Dw;wiVa2$SyM5rybO2mBBHy`PF-TY58Uh}#}E${G(2Z+Ss6^eabZn3 zbFF}Uc>A`^A&!sw7Jy9W=z+0Kxa~Of>C>yALHKyjl7fbb7wQhjaAeLVUao0979@1GRhW2ul|=bVKejWG_&aa-%9#Oh$%f)KE9Z z=C~X>2D%)2fP3EvzzlA{@e06+*Quze8UPFXYGTP|3VwD1+7E-JRcI`7LIO%P zIa$YF^-^8G?m6iNjNzP=(lrn*E&J^!H7i0Zqs*kfR!!IG4BwGf5dG3$zq*H88W=Ew z7SJo#ud_ygW)_O@shS!kCeZCk>gEMqllQ?A1`o;@Oy=Y5t!H3B1z5#20e>li$#LkE z4{8yC_L%>X>9I2nn77~Emx-_MViYZmmhkD?c&kf+Reh`s#(h+*uGwF|K{fSI;fUvig1i|V(qa5Y z&BA%YF~(u&GPl|U`By!kA*ZBUps%#ds4)}}#hA@escY8+0g|lWs7oq$?0WO=UAtRp zV<#}7KrBGtDS#>%D61a8Fu-CBA<>8Tvy@VSrVs2n_|@Yh_wxnyJ*`8;?J}HIruisd zUA*x;i$#6@*9+3QTQyKq@A0RF0^Aw)ZR5S0m4dj>dP)aSJ#PEP3?U)OTdvoNEF3gF zC#sH$mw}bl~o-auvsHm(Yxnj(%y{G_*k5NaqiI9-- z8#_U~IN|h0GgTMdy)oSM(9HXaM1kvsciGRRB2N27|3X2KN-FPY{kpm0PvKj8@k#yW zzB7<<-d5bOXuOymdVV_eZ-dET}4BchA zN^0G9P?sh-jB9xHN7|5F5Pqc%8}a?Qf~YZDNks`$4ojH*_*KFNIXa+blVWgID1LAI z2@hZ#0IBLWN>ZnIU=~nKkR>H)`Gay{=;f4u6k{(6BkY0}IRF>@lRBjl@YSK9b&~W^ z-5b=tpQ%t>knwj%DH-?Sfz9({>|A8-yn8pYj=L3IJqdb&tF7G?Gf^MHGt>}^VOH1I zOLm}W9UUgEK&8D6#sLlHN*Alyl?Vu7fern{WAB*-vLEmR@V`!Eo`4i-TDKIbhkCP)0jNs=_rzttcB$d=gpU7)@4v8 z_G06^+^nt~t!)ll_JtfuVRglq{Oh5C;C~vJJ;FK&^v)*oR$ZN<4_sD;gG}tZGT0J= znctQRwDo`Zi0(TNG_}37bnLWl`=mHDalSkQPFCzB@HOI+-U@Sq_WJ44gzc@ad9;5* zyxf~^J@n&+Zz%wBN)UnC_%#(UNicY!of1%HK>lpFp8r$|yaHQtw8^`!Y&E{s%ga#xMA@9XMzcnqYar~81lCF{M=O&YET zsg7-^FXu*%m!&F$;9e*0{dPLRSgYHd>`bo0mnxz^ZN5(_GI<%VCqD138LE2!14M&p zKPxRrhVY2-ns?urv4Tb3iM}+{o#D>mX=umPX8LY}PGl^f9lMfA z`*TBsDhZ8%^gybmmVSQ(*rVWD<`B_zQF~DVP1k2bg|)5fQh5~%Dg3=(}jkF*j4N6FNcj!ix zZZ;{>A|)Vw=YIdc_kYek_l|qcxMMg54rM?4dDgSmTyxF%e5=Pdn8a*|Bv}?2z!*AA87wvdDQfm2QLjfP;O~ps8|0 zkm)vG8A?as)q@|OWD`RF=5;GWOdTo-{%-kXnX7#&syYj9bPfXlj{Dlx3Me}0OBrnO&cFM`|O>lr{|pcDRpht>ygvqK^$BN zo7ojHG;Dn0T(>E_L2-(ddGhet!9$F)dIyHT`>oE6n>ysK z(R3%}py>kDdVJhWP^eI5gn_R5o~!sw`0#MmxbrjDbzTXmAuFlr59oMKPL8Qx`f^6- z;@~<9KAZSRV&LSTr~^E3XOv_S*|{AvE}b1g5HA;g(qzM^=kR8eYj-(?&>z4xDTSJ9 zQ%=WgLr&IrlN%yBG}xt0lwjPB9R4mcLk@PK z`S6K)``nRRfko~vt?X|rBCi?SgXm-*k4sbp_EM}zWX?Xrx>L;Bia%Yjape>FYLtH> znT>yG;}ZpB_yjxlmHQ6~m>)O9|KNrvw!WTg?%CS< zo3N~jhW;i@C!F|G^UpZkZEv^xyTI>Muqgn$GY#p=cR#2;yQJz1=P>jo;FaDrelu{m z6_YvJii?TKDoH(+W_l>nO7>j0TBa~KDJ#R~YMHG9j^_8-Y;^|`x4q`?^W>2GL-y5k$KDw=kOsURS zva{QsC$^hsa1z(x!maLND=9n_QI?+lZR@$%c8KS!CFcfF+aL%JH(+o%Tq({6*GvVj zM2`!w3Mn7R&Ew?M+J+<=R4{c^2^QXjQZz1}naA}EcTLUl3IKOAF#)j=BIqpLadJF; zpu}Y5dC5B!fsw`k=c=+aDW<}~=Eh9?)4OGC^aT%C_@~!-8@?5Z@Ym$6-wX>yP*c;K zLq!|(U(%9#@O!oHBkVRAg-wj*bNO? zY3@K@+dhuV`RG*Y>YgsfcIGO{Pt%+fqu$E0Q*ZnSepv#nE&b`Wy@i~WMp{Wkza8)+ zDz-yRQ9agYbPlcle?Mk!d8yZvd=Qs6yQ7g2AF3Pgg%;I8pzaVMQCt@upiQd6&<-(8hZ^P%%#?+PZ zFS^{=f3&gh6Jwu_^Lc`4j2@kF%5P$DaOB1J{+ksa50DfeX|c;t{5OjZH}bA|-uv$_ zfB@<<9Eck&JyJnM%ja!0ZdN%Y$Eq%*tNp&q21@QEb_ ztp`_XfeJQA|0xMhk}6vr(TfkJ~sD zxjoE2@wZ`9%yZg9_>_LIZ<+QLhqhw&psS?tlhk<4R-&(|V*Ay&Hy--trN5fq%I~+u zX$$xuqAu_lz$}T+TpvhYkw4(q+u#c+U?cKa$R|&*@*vvk(IAmX=tvFEbfsozAi+ux zNjA|Xr%Z5N?Z2zorKb6$Es7C(=W8x~&A1@GkuhC2r|_Rim-!;Qplum5xNFOxX;L3! zG-#gCZ<~t9TaLoRtyzBJn84E~9|!qcWHPnQmnC!!LvA5t{ULNTK6R?@#j^T!#sBzp z%%E-P88%Y;a$@q2W8}1^db+7nW+zHMrIWP)V(-ioW%fhlqQAr&Th|FtH|lan?stn$ zok9(PIuWUj0Zz8=r8DguCp#SN{`AHne?z78csl~MfI0*6nSAG!=ri(kLPn%^Jspxn zX2z;HlzQ^u7$S$f?=Ul~m{{${8nyH-_Wt~EmwRoFA0=HjPK58@{czQdJ}^gq@;b_y zkDsAO_?azaQk99a5gf&LjXo6*MQ-2>hD`GRZZDZ2i3*-bxBJT|i?DK=BUBrIGGWlg z*tP#2^+C2oCKUA)>OJXwvt zD?s#Aly<~ssW7j4SI!uosB!4vQKK>?QMJ~WAc;%{na`6RYNJAbR8(M%IU%%DVS7yv&oEilKW6hQ5`ct;ieIU%P_Z9~u zi=4q!sW9LJ&qJUc39{nIzQtN{kTa9`#Od!%)_(IMxMN9OAMv?xvtlXWc(L;_FYz6h zpl(v~Ns15R6A4bN1T~v_My`v$O<;ml;K9J*UFHAoOkkhb>FXmeTV_qBRn@^4#J$;I z^|6?)q&s-J)cF|lQ@=4ErDgWMje&kiqJR&h0_a?H#5a2eqhZ#ToDddB_< zOL@~Jrx&A$4;!=S20sg(9&7cu2YwLj{ZUHXS$3CydJ;URU(X=J56Eth5oZ`u3kZFk zB0)z!ZI%b6_gDTkr0gUk@8q1yi+7z8#|*RrG@dURBQRYEgD~2kKF*C=)b5`jyBs6b z=}xr)*`Ocf8`KY(2`KV~A2MX>FhEQ0gMYW1BYmb?lASUAX-Fx*S{TsK*X5Whx1%G+ z#$XlB<7b)ZFj}}x7FlXY`4_{fsw0zh)Km5l&#W0W~ zHRuuC#j;g-J^scj`TK0*Lc%LI`6)3KUUkmLPNlaeJ=HB!HNs|RB!WFf-Codt}efNN^kFrwNxp|z;;j4dtw)h zsDh@<{p6Ko6rS&=7>3A#=ZW_(9Eq`8fCBnv}SH`+(YiKZME`ed8Rn0>Yw! zszwGo9dcqqJWMP425U!_E!~Op<{)I6l5=3-M{BahI&X3Y9cIh`QfQTmzY)#Tud7;} z=U!`y3arlhRDoZ+IJ;=66rwmRRqhdBG;yPv?B%1E(geYyzhAY?{N)|iQZqLlyc4A= zle{Rw&`vKlu+l?VUAWa{S1UZ7Nj%1d{pJE^6Jq;);N$W@F(|^}NmsY;ltHI%>;PS$?6W!uq?mK){-1u7Km_!!WLJXNl|L?8&AA z(My4(H~6bM)uSFtJodAb`R_$0y<(5jYhO1(#rEkNV+`hRoP8?3w_4)MNMwwX+_*Mf z-$g8IaT~%eG_iqQvdZ+j`V2#N3d2*h;~T?@KkH8FRZV(KKCTMt{hTtXSC<4ozH;?- zEV_mgzhM_=cdy-msq{hq!@*zeC(2ZQC9>X}e}mwaZwdVzB_JZadi8q1LHQ|!`?VKyXy{Pv_{U^0Z06eb2CH=$08wOF_# zO(nZIL1As_3-ow$&i){omUs}M{ByPDt^m6!zEAfl7S~Bihha==Ilp|7tAfRc_2&gX1ox9oJS16&r_yjX`~0@y zAYhz7Ch!S!Br-SigRhHL)3?%~)`}bpBHggsvT9du-SFCqVyl$?DNWj4@h+!K$CN&X z1UowYAB_W2XJ+=pQgJG~0y2F&fExjn>4Z__>ar=I+-IvR&@m9_Q_^ zbXQ${1Fx4&)FcCQuH}=1)}u!na&k%-4;&LKU}(b~Y4;ot`io{;+-q5v=Y5UP^IE-8 zjv>X3M*&54jaS?{x>Wy>MtkB$>(95p58X^9B?l} z8NLIv7O8SilVGpr`(lb=tMU2R5zlvnI$f3s;wUp%EDUoCuBz*=DbI$FFEP+XEQ(TT z(!4cHSMzq0Mt!S|gTEQPWP-n;a;zE;kKi#0xd=H5`L43E`Mv9=di>$Ba`^qq2d}TJ z4X$P1&5OGdfB(K2VU}EErR7`XjygP-o0C|UT$W;xqEOGq*uO5f@-t#Jl};mVji-%0 zb(96)SXKlkL`lN5#(h+F)w}BuKinssUpvY1+g*5wWzT|jxP0EaV8t{2HwB4}haE@v zcD0#ZiTy2Qy!=SgFsPNf&goYiTtt%&!xj$c7wLf2h9sC^y)*lX?4TDDT&pl~kl<_FZ<%PIF> zSY2ma6py7!QgpR*{fOJrY|jwFH|F$F=`=d5_k6-7sj_;GVEMF)@b}|w_ol^ zj#f(rEvdgHnlx)L^XUy_I)N``kqHCAe|_$QeKX|6?jQJwT)m?jYaBu zT6c_cM?eSJDgz@jt0^~isNk{p^zl{0^W$qWR!4pr6+TneOvV;Q9D`YdU4dU*ZpMRw1;455h zG@d7s6#h|u$4kY_yEYaf3NSaD#!X=~1Axir)E)s{aCMNXbc0+vWK#dl>||$WySCau z4hx;xL4$ySjEu%BLH1cqeW0Z`ZGc|+84-|@{o+&dy8{?y+Jnc7W-}WPZte`QcT18z zRtqXK!+%imK>giQ(yaiI#OANpwhZK9kipQq9*^X$rH`b|`_9u)|0WGY?r3kBYI1Ju zj#FHwyk}*>W87{`(xE?dRQtrKy|$?#6<$os%pYF#$S6&QYgcM0PG=&-xw1E0|VW*gMjicKpEbB^@@v3>JK^8;OIGgy{6~3 z6h93u2`7J=_idV~*V;x?)9Q2Y@5lBT zt$bZeKMDdZz963rOO>_!ykqd>Cf86OOZCi4Y~<^}?I);lZ3I1A(?T4*>v2dPhG-*d za@ylZGg!_ci?}5vvx~Jo`e%P^*LN0?kp58yXuy}|!`TflPpJHRqNOEZHNn4S3K`@Z zz-*vL0KN-dB12D1Kn930cxB~QleeL5DRidA@cHv=fF7GYQBrCgH>Z4Q!)3{JWYK%K zscQAwi;}dpw7g5JglKQV@i8)PHDMq!b%>!Ntg@T4w>&GQLK6MbczbhtGeC{V~ zvxfW9h{dQY$ld^(T(6V^?-Kz?g?;>dPU8+MSEtU76P+h6)ITm&`yX`WOda=IMWD~@Vd%<@(>b;>AdUNS#n8_(Yp^4XLya@L((uJ) z>78mG|A%k*L#9K`dzK8ytSJqZ=PEfa)afXD4NVOt8=aEchxb$muN&}9c357c7n8Ch zS_z7`_Y@^2K=ojuY8~dL)INP;)B=;AW$CHaaKkxI>+wxET>RMn*(t_z&hL+@`>Qmg zdFp9R%dxoOSa&D)DpR-CxtxmLod*GHqWO z{^(ph6sOI%sc?zR3x1_mt>0Lf@2sVBbDtT>?!_O)4rX!Bw2^U%#@VyTe9Co_POV2*E8)iHlqGvQdMA2m+GPCdSFip5*&n zGx2p&Ho~;lFWhDwp4uAr7Hk%x&8lThX;xXqwu|A%s)mt9>hbhCySH?2m7i5nn^@D& zB-GrphCS2dczx~r+_Sl>Of+;~z?l>)MCqhXubE8+*0SDacgS$z25V6xF2MiZuH(=( z0(`1CZyuqftDH02G96>*0e=cMPq|BC?@lp)j^4TYH-G4J@(%{^^H;|G4JXy>{O-G4 zMXo5G3K5bD#BviA5A@ec3s_jCjJ zT6~$he7cA9sSx(zr6&{-sZ8;ziP+o*p4v^+{85B& zri$Nv?iX^un6k-6y9muRjfW;fZPq041qZ8-gfI!dl9_@z@7 zFv!7_UqKxHglhT25=>lfEHrQs4bm|&F{wM4vcy2=m(>k%p*1uOkJ&Q@>NUj`;j}gKaX)Z!3f-P+UGVTv z==ywXZ?|XI67mfI%6|K1-Q?4T$lhxylaK3yc(3VBJgbT?zNX7r#PPH4`y$77#j>uiw_KQ0zUj8Xf0L(R?=D*stGR~KjuK|4Yq+z|F3&g45zjVJie4hp_# zbdD%#)O(F>{*2f0Y7!umh!bc`y9W#Vwasu+S!S8kf$Y&|$+C45XsQ@HqaSNV2<6Bk z%+hV;_;a~`4RPz#;^$21t5oMDgPX1?RI~q7$LX@$bGOrm&fpjkDjOq>h3gd$D#7S1 zI#0vSY!j{T!4Q2|o^~^8QP9;>O@dYt`|iMvda}E?R4}b6T8$cW^H8z$ zc;qJ~t##-M$3mIs7hV06GL<~GmtiSSEN*+fczFG6c*BDLuZq!kQ8dEKmdBRI1It(D z@I;`N(Sx4xhd4O{UDJikO^TPd0j!UZXOwF{!=M}rIgK`Y}5HrBukde-%o<~XU6oMp4$@k5d9T9H23Z~ zesfLi0oo*!1kr=UNm(X8cx@Apn}TGuSmL6Rx-`#9Kj=S{Xq{M)%g!18PoAY)21eXb zxX-vFg5WfDPXHlx$-`mm&Ef5$Vg3&aAHAkKXxcQemc-PXXvSKxTU#(yBdxi|&)Gt) z$mHHuCvrfbFT(1twh{I(PE$N=1?3JKg&w?~O?wY4V>o1{gbCmB+3=)!e$zy!B)$sH zemE>_9R95te_i-ioiJVwzC6Avn;kUpZ_;P~+s$w0yNPi}D;+)%Dq@B3M`2V`7{OgN z76D-m1+SCB2K@UXa_92eXY4<>PMlxQ`?uNQhm~!#;S+`B=gEc)k|$xbhb&(h$2a!S z6NbadEw%D}hNE|`i-T>jGu?d?#UHFkEkJhoH-a(Z`HN$&9j{Q@X!Jny^@G(rb0aN( z9 zbtdzht+|g?1DR^&tX%Nb$_?5Ty6qXbUU4Dt$z~lR6)9e}{5hJDCz1DA>*C&AC=7qt?#_E@8q5TcGjaO6z1QleDhFOn#8v& zRIx#%x_3;dg@u*8tI*F2;T!_0uS7+I6IcayI zNSKHUn;C0{$48`Vkt?0fZp{rFb{^9i=b@Z4*r*i+JzL!%z8@2Ys^{Tqrm=z)&zVuFFbxAk+DA;Fc76@#^@ za+mSCk66;?5(+~Uc3i!gi&yT~_y7E^V~y&z1dswT>XgtM|?u?_M5VW>E0wC4M$f%W@7hk+LTc7pDsUq6J@E0`qXLrO^SxLD}? zO<37!{7qTeOAdx`{ZSK67ELpxk+p6KSv$@T?X335qDQYCgvgCO>^`49=Uwmm$+z5cZ=^fgpR_G?O>s+E5ppeo(6Z_;SGKE-QDzVtsv@w(l2vlT zfyXvMM|irQwe>W`7xfwT!bazD%Eao&%6|8HWqtS4PtFk=-H`z{X3Ag4r;yb*SS95Y zT6*Ib{W>(uw%zF;H9m+b-?uSjanKk>^uIItO)Ff3@-e{_*rnP+wsY--jfX@$ z%8ySA)n6yJT~{1((=r&RWpi)Se32UQHc7o^a8|(SgE(|=72kQ@A&bA=8}|C;vwtlY zqj+IW@osQSkPZ>Oq>JnB0z;x3!_|g}Oo*$;evI{TiPnY~7Z`f5Y7pP;`tVDsXu2lW zNn&j0Ta=-8N^1ga+6aFv|0Bm%8G(Woj@u@;Ettn!Cbwj`tGR00*L~W;@Y?iknx8bE zlR;WWn@h2(8iyUP15zD*FNlgRZd$og_tgIK)|2H|boO86b7q{JmA`8dyRX`y=loDM zl-Gm+zkuW_si=(y2~y+aecrhk0-4{uIWn7jAlxX~GVCZ3(%i7f5REgMZ1Rb#d?VS! zE>T|P&3@|WyNRQxw3CjbpZCW}_5BxiukM0^Mi01w>b*nbU22 zh}nsKh0j=d2nxbjRvf#JD0gWEiQiCM9yoa2ElL)9j_{LS-*I7(NE}k3(S9H@^(Umu zwAgBhHGOfN?BCSVE4?76YsEf8 zNX~?OaT!%g$okcPr>_uc^x}d~_yy8X=7d`;N6eRZel=q(WAS$MA{=t#Acm=@%>W^o zDgw)4izTgBl0st=+L}EF6`Lcjueu|?u}e#~JTfr!Y||(B3=JV(Wm(SA%c~^=C${A2 zxW;eBhA%aR97m>K*;p&!@h$M=)~MW3=}yz1Q=lE3?dfA@CX+LsC#*>?Z7Z8{4>I0o zy~#gfu2e$yEC8WRf4*+xQIPd2WOKJ-O@AY3@1Uight8#C+8yW6v^Ej9;DIqRI!0tX z*wN(_J759zpcZLmPKt_dlk-i&qqm_eF#y@Q;SaW zKUnw8HZ}vN%Ji(8vs9frjhzqEgZH>My>#B1wwKc_vI+O+E;MwH z=<%a%8)R2Y{D(-YHJH82(x@BkcpE~40E6#>FdyYhjBWLUZn3BUd_N-7-jHPuXM@Aq_VJBw4zG13N7baZ5RCvf2wap`gWWZfcx{r^Kf>(66SB zy(AhZdI0+*a~D@y#&d4u9jd>?irXrQG-WP`Q9@-BU!|hnDXlcHuG6~PLv4Cgy^6A? zw=%u%lzH`C^->371%_iD$Y}BfQ+QY1&!HX!+ZSK_BcDfxOzxps* z>lDa*tMAY~B8agP<{@2J7^*BA=V&x#`3^C;Vo=N~T}dwOZso z*gWfLI-YHcHT*S4-@n!RLfK@KS&#F;=c7Z&*`Rte7UUZ9+zg!<$*|IA4;K&p{w?vr z<7<`7kZ7q3Sn>8G#S4Mx9N(G;f$4EX`=Tp8gmqaZ{eFHjGm$s-uC)s9W)dTP^7Gl? zTFznH!4!@nXQ$Oo6Rpf*U#IB<3`0#~u?(GPL$^(nEMFsK8OEuLuhQS!+{rs1TWdce z3W!*o7_f7qu(}v@H>mZ-9u2C-t7Ea}f6YLY^pQu@y>r%+Xi8JU*=HuxB6QQZ+0*)1 zXFGgdTPBsB+^!RvFT)&fJkL|QH^d#mg>lOwMTL|%s zNnG>yvxGjR?T;y${T?Esk8tVnYn*adDcrSIZoNHzzFjaus)@?HJ;#OhWNF;MSr$42 z`}I%ezRYF)JN?cbJ*J!f4u?-mZ#diL#~U+-*l)I3LKdbANJ1Zml*1mfak1a$wq2Un zq}FyzFwE_kS}9s#<-s|Y!oM|B%ruu>p>6 zkxrZQo?R*+bH!kdl#puEe=c*#7|!C6Kw`S3U8jLRhlgQY-JDNBQX0U<`!lGv+Kx8q zWpjeu0y+7t9amT1f{US>bCSutKDMSuqYYl>o$UX9)TCNBrc2W4ZT>tb{OIjKgt*Di zZxi?NBYinfSIJEi6b1d2!ucDKg}Kx2whk+8yRGAVOm>so+UJ-}%u|E<#fe<|RP;7P z_!VN$7dXf0a}Jlzcfc{=yttu#aog&=Ef~?>p=hNRD%I5Da#PSaPk!vAT>XyoN(mGu zGRjPbnY*~1wM@-E5DZjAIjKLf?l(n{8;v{B>W!JsvdrU%*!WtT{A+Oyb9VaF z;MpHa#M}0_dd^+XBYsPv4~fQd##NCv4;-FU5b}P@TFkGhxT0ifv?(B*t#xCKY+&s% zH}zwEZTiz#tECVAhKmpk8OYUg#z_q-D^GZ`o=ebRcX1xlXZ`%Q^} zB7?=;c9B7uVwr22*8=f^;wVz&Qp$v{{Ep9EB=qgB5jN-KrM}IF- z$N+;Q@<$5E-1g5yHB5f{ZpDV{uX74=!ywyzFY>-rrj!R%HT@h=N4yJo`c(hRb7sBZ zfKK#Kf2#Uelxz4N}P#wyxn~6jGJLVl9;iBh*lu zl`F{lfV2mlsM>Lh#TcNrhPQ{XQv(l=$PZm`T4D zI}lX0DmW*6AFY}RRaw7k;avWuMPy9kj|4=Br;s({O)^jqMgvF`-F_@XBB{#=>+682!vD!9~GpcX`{ja;~fV;Bg zD&biUBP(fJbQR6n%$8x$@KUoRrjP)(LMQT$Mv0&00| zk)Y~#usZCNvD?u>i>N#K+b9MV9=#_}ANTT_VA6vtfTaBuYxTuT5L_~2#T5#@sjbJ5 zy7Zb6gj;_JZ3mdz+uWZxSn>ozT7Ax3AdGrLnkOB3NAk{Vi>lHT7&*2`WsHG-HwH3@ z?4xsqnyH^9xMvqeb4oF{4=-J))&|;0qpNE}1%-hnyksv4M}9eoqu1xuf7g?U%MZ_u z)kwx_yBw0%{`{^%uA2{BvKWRW!`@>WGRShy_QH^C-`fu^b=%3Kg#a#wFQnORm^=j* zaU-s>^LHVEA_?6kau@?@;2usqY6&Qc<$<`2Hl&SdXCL_EPrnA3Y|*R5tUUGYozf8n$Axu=58FHs5tb+Pk2Gl)d{f!aJa0TC85( zm>iFKTJg~n57kq+4P@?$?s z7kZ!D?jD5I=I@Lk_&@C7{}w;z!>wYJ^?i`i2DkE;8*b%`Jp)tH9)5JMM+C&Q5lAzJ zPATMEC!ARbi1Gi}ql+B7#^I7lkkoXYZ^W~+TTK~CY>a9RA10GX%S3=c3|#6Fm&J3Y zq!W+~MPH!k!3&BjRO=hp-=M1-KfW<4?#}H{X{tWuMc7>NjO)mNPyBj|X~ezTb*QEe zX$mMZy5r2awy_NVp)3GxfcL4iX!d@n-NfWKZo}R`hwF6P0+ILHdHs9_)Ck1T#DDqh z#dq+JCNbKSSm8jZN6qVk3ZZq_n!GvyD0yXASIKDX?|gMmX?eND)mvG&^c+WoT5O`= zTLc|}ovEk4VD1}!qWAFrldx!Ac9=80X_!Vthohy2iPnbm$N+!`t(W|++eR^D1KhC~o`Zri=sxY);az~*Kf0=OY! zqC{UJ_hC|pKMv7f2%C!m!a{7Ls8YMe>hk{&&Bam9&06HL)SdXeFlkONx>>in(v+*{ zM-2T>r6w`(?$I5FsV=i_|Hr-SlkfiLB&%|_v{(QC&>FaYeK{r#RRZT@i$eodP@G~0dubEbqj=uRiBxW&G$i`38*CEpu&KL{^1bOsO#(Z0#36D`Fd+M?fdtK z%YA7?pt0b%Hq%%ua*Bc0XM!)Xy=mfj(BV(ZQN+Uz6<^_`t=;3j@PgjbT<;zy5mkSX zz+(&~L68+9r>6egxYhEYKV3?v%7Oygyn&l8Bq|N$N=P~&phcEGu(e@jBmIOIaxw|Xe;2?U`|Io%=_H(a zfX^wDJ-2s$vUNjPc+BH#ceiNvoUK|eZ_1b44=Qk!?G!qz-UQ1N`m2?O9-$yFzdDpd zbaryM0w2kz5R5O)88arU|e{@Yd)oQjo9d1NT#-a0)02JPO4jIcxkH;Ph zqEWTmdl~K*Z@Rj>uAiNwXOMUmKubYKOaZdWaQPdeqVN9!Eb2n{Aiy2X{sk<8LUc?@ z%7)Z(Wxw>*>(_(Rr994;5AjJz_7l?c8wGRFI}+4#Ub;fp(;HxGGqlAES1-OBo{HrP zv`PE*{Jhwtqj-;xAQikZ2&Ba+btO}c>ep_iv~>t_2F6ZU*6(+YSK0k-u2Ow*^pa)h)b zx^e;ZM=9v(A3!Jk-=A@6XqjgW*I(sGe0+SgMh3jQ+n__4?zVh+Ya9<3_qNyZYc!e@ zzWq%^1X^Wk8dL>Z#B-XTL0nqR=ja_|*+j^OYHZ=b9Oj>?Fv=QQ^oYxw&M|)Tp}7c& zlYsdbZcaJ>O6cPu{EEtbCxq@GL)(~@2JXbaZ`tS(1l$`yQ1R_3*8dt8l!8 z79zM>HZ`!kzd-6ka_8(4LeINvDG)E@*7us=+pop27)9lHhps3K(4)dH2}!F6qhb7ZY&EDq&aTLnEOZ=4v1}}>gIis zG(_5S@bRIOnZAgNRFXWVwg7T+a#?6V_MC~hLkpjxZGGsR>j+1#O;5R%UpG%TQ|UK= zEwxe_<@3ehpGO9#90mma$e+1Efl*?sDGroK4MlRkuBPhB{PSfeL_QMmwQ~w8;j-v^ zKaFtz-;7ULd_9Q5qiG(4gM)zlcZ9vG^3`YoE)q=R{}VAI`T|{(1<0b%Q2f}qxFk_~ zHfS~`i8=zF3A!kUfP@4TIrtu?iSMgt%o?a9-Ns4$_L)Rvdfux@D18gWE$To~`kt~f zi=<@gY_rE6APU?wTo^*W#@#?`&bzvbLax)a7n+X@uFA+{pas1_y-!b%0WAOm3iTvW zI!&&(z$h?))G8#?w}GZ4{Pk$FXVZD_;(YGnBlHIchJ*~)JDQ(^B&^T`vN9)QZ`{zQ z_p*7a9H;>DC5A)MP-**~ikmkW$&Vg~zd>ts5Rg;S0A0Nbgp@B9!8QQDBER z_JFTG5cmo;6MHi#v90xF%aZmbhaE^K#$|v=g*mub`37 zs)>C1sX%P#KJhd*&H}yTA82YVXs_p^HDbgT78d$sE{^)IOTqk41udg3Re5=T0WiDf z(6`=K^>R2B>iSmR+(_SM8XoFDg2~`~zIAcl5AuF43~g>up++w`_hbcr&WZW?`Sk&@ zYL&;ZWx9SbN+J~`ILyDsUQ=;y0g4Eku$>A--%g!+ha3Ty-+C*cc;pPCopbX-&xVeE zZ>G8&fV}BHcMpu}G$fNpk!HpoJaiiLcbfw$sjnl5D6QIZTpYO1Epbq^B9&WxMrz9k z4styJJ@D*+LbNFwb!I|BO6r`elCmuI;&T`^={&%r$L$$T$mq$*=V8P0h<1Y|lm_Iz zyo!n;XmvT-FuYg?HeO--;qfB##VR-`r|KC)Ow_cr68eqKP9QNRV7@w#HH(Y45hBnjSC#3DLMDQ zA$m8;d6=4-UKX`83UG`H4`2NBF>03yy?8*o^Dnqi&B)UQG9MOpc35@W3!OUP?MOKP z5*^8#1kDMB_d=F5Aku?750icw08~pO8frMtR>Zc7IQvV*n#Wz9YHNpnTVmtmBeh6d z+1PQV18xf1S=TBxXq1|p>YD_;RH(7EpD+%&1xp@`<3G1z{A28|L{mNN*PkVs$V8^? zu+WriSl6NmsErE@40QE*GX@BFRtX7|$M?RAx9jPp9={KxfRgp0sp(Wbwa@n70z2>} zFKqg&zwDg>^a`*|=4(^c+-RQ)je2R=C|QJmwi#HKs&-k~yQivZv+b#_P7bd7$-d)D zF5vxf(;B$4qRS1z;kz0o>JNg!Ab)*V#6rzdd?ih2>F8|iR*U2XXn2AB>jJ%CMPTs_ zi1#0YgcAz~M<~db+eG)*);RX{_U2?~2XboU@|$$wOP~GG06-Z-pVXlqdWl$DTAnb@ z>R}%>U^uKsFw3OFhOi5=YR3(nA>U!$)Pcs=5x~*$iHP=`9FqfqS`M%32T-`N=F##< zYePAbFiQcfHHIvf5S;bgQ!xPOiGkO?CU90he^3fXqq&vU)NHF)cyd9Q9Of?qX^$Qd zubET@G*%JqDf8&nktcpzLT|>=NUSy;^R&;ABD46it=?zo(xQH;Lk2L8`_K2DN$n$Q z9-{@L03?Hkser_H--#=f#QvwIO;q~EjSwhj+q%_QQdZE|T5Ae5N`U&e{WW}~LPW#E zA|jG_HCi$jgu*~H8LjrDCVj*XE;-})6+v-M)mYl4o7Cw`fvPC#PqH4 z{+xUu2MwZ#CSWH*S31GXu5RvIN3Jwg!Wx|u|3bTBNP8}9HPHrWs^!hIfH9YrInO;3 z@O;f)ym0qPw4NyQLkmBXGK#yRrjq-_ZrysDnVH#qE^TSu+L?k@?}328^@s1<;I#7% z#Kh!)E(hkd)yD^|ARuI!a9IAos2b~3nB5C76m)9!+&KS8$|PCWZaKoJad<^#DLYQp z1Z?l=h4b$l>|rtyi+?NYH*Fp~iOn*jyZ1tU5cgi_LJmg*9g{*=lTIS3F$;yfdNDa8 z;Z1o(b#f*}iY)%=)&6!4=QyK$sS&wtsyF`f9o`M6SDcTnohF@LFQ55i*fV`u!8kiM zp4bwJ`zksPGqw2R$IhcEwY}t|>Z+>KEsKo)3>g&A#d^P6!Qt(xhQ{K$i?MNgZeE_g zK!1NfNCs@BCFkdJep}gd{xxwcZ+YokVogQGkCBI}s?SVKKWaXGnqb{xl8}&K)rouP z04lNzO>*0d--Dhywp8yno^zirIf!|jpVnK?wahrp+3qX2X-%SdHIEqh=|0Yk9EF`)B3yHNfGJNUIoCsr@he8!v2^WI$l2Bz%iydv* z&sI0EwuN@0MQ}#rNc^@2p@cBxBCzA$YQ#OfUTuvMj*N_a`QpVLAh7Vdn}ON9D<~yZ zJYH&8n3dJ;l-hNA+5}%dIyspi%`CGH4i|hpodIijbTnsb>e&k2`?qf?V9Kxc#B;0m zx@WlA+do=+{S5xR$dz#U&5@=m(P*G$*&<>)%fUdp0UE(QFDlo!wr+l-VD(8kL`E~e zva}p7(QkbB)lAP)XW{qQz93}O_?8d#+q_fV%*+(w#zzJQVqmj!l>7$9Hr4#EHHjfN zzOS_D3#C##GA2=>Z{NN(xbA%5;^wA~Mvl(TmekjajXSn@pA`W0-U2qZf`Wn}c#YNY z8Vl~_JigCP8K%fqP+ID8Mtt*(32`R6_4jWbOw~^of(3B6wY0G4c9O~H-++z2prquf z;FZxgmu`Tj+zqYXTHCqTzo*3jI;EpqWA(_zrIv=4R$qu&+H(NLmOAo|rmk+G*=?PJ z$uJ#lZ6L5GLeX}fHc#&HvAce=`zST;*va?&Ck3l>HdoZ8JnYZ{{v>g1NDTGUPhLBmlem$~JEK{;zDW}XO zdY>7AK(rvu5f}&rW-tODfgtC{mPH_ZeOVEh2n04U1~~%3VubGtzlNcJz(yeO=`dLk z2-!Ar1jf9~N`FSJI)~X;v!VU7!NEsFLGnyaIEb9P2y9=>a_#T9xVXPyRT$J_BA&yC zeKBvSrB{KbV58GU!gw)4b`maWu@KMY;FssBYHM}b-j_@$nTWZiKpnaVb5*x0);I z;WPO3moInFpN{=O!h$$$&r%2}f>r%{ws`~ntB>JP|Aqs2O;`@ksrhEHUkfd lcuHpb|7%G8-$(Jgnn&^b2)w3LQ@AwZo|39!iM)~j{{>$Co|pgt diff --git a/master/_images/sphx_glr_05-layer-norm_thumb.png b/master/_images/sphx_glr_05-layer-norm_thumb.png index 352b2cf5728dde7542fd566fd01091ffea41414c..1a806dcdf5b18ce66c41721bb7d0bcfe21cf5387 100644 GIT binary patch literal 22360 zcmdSB^;?wR7d1?GOZOn)M;fK1L8QAyLPBDY?v@ge6r{UhkP?t?5J71MB!=$pj_2^b z-uHU`hUW)GXNGg%=iKM)z4lsbPlURv96k;;4iXX)zJk1rCK3{I9QZ?tg#li1Hq7xt zLegVUkde~%%-BPCcxuBZJC+tEm|t$SO3R~!%ok$)r_ve3#2EBnNzU&&ABnSV9qpda zWE#X|xOw4>SU5q9xshY94>*}2tyb3;eV-ZiNafSNorw?gI!Uwc{AISvL`+UL7;+8d z8ZI!05ar2^ecMQ{O{5DYk`BL?A_)gSoWG(mfp-j<1F;|>|4}F~N@GC=-u%D$R%&9hkL87*j||7#}r0=ewWGLPGx#x!Pa66D8M&GXMOvo3)0+$lRL|h$Sq@ zHgRxg$7g(+hOMG>N?x;&=I&C`GqynMIs@4lT7`r8Rs`J_qCEO9;o%)yu1z9QidqN1 zBss_X_=3N` z|2{#X;zTnq5kzKC_lW`h)zuZPn0Ia0u-22ILN*0l87z$hQVNQb0rpCD0|P}Ho9AE< z896zZhr0`NKI-Qj9IKZ{D`34J!m5VTMl?P)du(#yc&8H?2M7m}JgQ4iDc? zlxP$b6&>H648Qy^KzhDA-JQm7E3cwbXgB-w^7{IR-;Fz~T9&e+B2F+SA*--(TBFN` zS^X>(pEc3_{r&g1H5g^^fu-)St?^<)Cnu+U@mA-$H;n%Aaeg_k@H*dgWL2(b?HrFNI0Z>?{o-Az_x!{;PTK9ZqAfHL{sno7cX+qTDTqC=9-b z$d)yY%YjoU&RZqVRI@_V!~?n8kdkpL+NgEQg9g)cU93Fhp7og6{X@E#e|NN@pctfE z&UMQl)~z96q@O>^W7dOpeYVrL4KEwrIg^o*A)=!j#21{CG&ZJ}i=j1L|C>sQhw+(^ zVQ4g84x50$609FHD{K6>Z!)^NNz6nVf*C@{<3*)CrhHv?^_`2IiyN3zMwsk+iYUbV z%fiH>G_Md+;AypSH$=DU35kZN?VsG(vstTOM*GYmQ@5Dw1@fK;o{(!jTI;$MbQXWd`BOvFcL8{GvlF-Zn<2J{5bm)UrkMo-tSaH;N!nf-Ag%2 z$z0%k+}|ubjO9q7;$fgZVO3@n6`jj0)-GoboPeWx*cBkj$5j9-zOtxaeD0U{FUVddkE!(B{6DsF!s?tCB9j zc_YfpTaA-n?qvZnrHjiVAQa6ppk7)!928^=yu2#y(aW zPkXu4oPR!q2rg;BSeNpruqh|YTao3Ho^c>Ds`kaV-aPsm{Rv9>?$2zwx2c^u@k8dZ zokuHiaf?|eATFqmp_CR9(1#E|omlit=Hju6Nvq3)!wNLik*M)|dZo;kO%nRvBAUzI zvi(WYvAvWI7nUTE=Uj1xAs>Tf%@kP*CS2^LfH2Fj#N;vk_dGC#(s~jP1x1_bN`#kp zq>i0KU)`>lQ6_WIxp8}9U40E=q+cg*$r{B_`HMp~CS){UC#Y(ALefivIAw4oCvf{` z6DgQredYGOu&;iden`m<2RSY-IY)PEyYJtOU z*gHCD2&TevzONGr^M9Zdza^sg(@wOin%0iYZ=hs)nyZkYq(*Obwv}&bUH(pwzZzHL z2^Aj3@yUtT8C>rV{p^nqxc&Y8A2=hweIt!wkQf@u6me=aqN9N~u3b+O2`pvp^Lej5w=*ncHCy=hDb;F9E_4JiZ%6awly)IVeaiDL= z-z*s~CCMEuYMMRucC+S#D$7l%6`pJ2aG;af+$1AZCVZC%^OFL<)JI{%255p3vX3*clAwXnM5V%V$5A(&l%A5|@@X z&=ras5f!!inZ{o7L@o2a?r+8`7`^&%*5U2R;z5ADdtz^1yrP9guWmd|H1vG3K*904 z)_Z8+TN+OLZ5~NxyM(7t*|3=CgfdSu?ymb8vG&*qREK1AYr^ULAzJqENMqsI_Rr88 z@)y_5qwl|WBnU0lSGSJ}e?LQS_jTWyi;BWa;xZa2&i4OeTxs<;g%^+N1)76{!>=f+ z*Be8bR01C<)g}F~^w_JZ%4by|e>Uq6Y{I=Q*9V|^enr4E`n>VI>)UTYD(X#!{ zsl>cb-*<&zpKgtZIka7Uj*lm)Xk4ex^1rsJXjsNc;&>}9D~sW=;CF$ZT`6FYZVp`{sBFp@MmQ4%0<2mps|k_DZM`VS&~efZ%6pYKoMi%t}ijhmKO7 z33WxWS!feOdTIH0@fVH5>gH%Zi1UsY2#3gg($Z1iQqAz9#DfNfYqFBt5h*zg*Irq9Ey>hj zRGRa}?Ufb3SVLZPLp(`}DAl|_&GnfUE}fVdJm^;tiW_}sXk0Sp^fWX`(*0*zRz`Ah z%&l*t1>R?uu&}Ugdm27@vcPY5%G(u;T0~MsIc#@ST*;Bk%Vt4AL0I_sAHa46!PM8! zFXGFWypocVkD>)y#i}iL=d*Z}JV-UuQT-NqwY8*3&4`#@v(hnr+dS$_NlBJZg-XdU zoR(z-?C12|F&B4sA_py>iiu@*bVwov1qWB_bLev<{Xo++H2ga(@t|yK3Yo2UC^l*L zw--rP`kF;x{;T6xG|z`GX%IK}BpuUS0~=#93Kc@ahI?-vId+kEi9*i_la&&~A1>M< zuc)&84LEgc4d7GYU`xqGuNzKHOdp7(*BWxcHD8JRO31E^>5}Hx`Z&tu=DLI7fj}3W zbG&+j8G>|pbhHFARp0n{0`?PD9@|Ndj{-CxU37pK0N_YYC7S|P_zd$aYZ&|$OSPDy=z%IWE8 zBnwN+<)x*-zU*zmo12@H%avHv!%;Z~)0%1612fm?{T;MQ^rcq$ne~*ak>{}cyEk%W zXqr0Lry47awo_dyf=2TfNlCDt6NJa%m=fD$thi=5b+l~s_~seg^9&UNtLEwB#h+Alh?}1%5aQ#sPIj+Wmn;=^>l}Z^)%ZNYd%A#UNT=0 ze!-y+cH5bBIvErkZ}amhQp+BywHcRJRW0&3nEy~7`=FDM(08-~yUd;be!d?bp%J|5 z-n>l!{ihyHtX;^eGVx2~WW&T8#Yq@G> z#ut$taGyGB-(3D(WP2^y#B!-C)X-KevXOBdR8*I7I~*w)txMMj<2t)vr~FuIrM|Eta0e%}Ob{hM9M zwF&3#ogCM4iwyk?lUZIXBK)IcHw`DM`c2v@=oR~CRNk$MOxV~& zG-YN1%h+`W3u~H)pn62nFXin~Stn`jNNNO1sqL;i+{o>^w#nSMQPb|#&72D~HwO+= zjJK|X9yY@2Pg;m--Xg{Q=WVw$;;p5DY-3|{d3Ck479-JMplZMfFQ_GTKhPa_y}Q%NzH=Ea zZN8Yb*D8;{^>vd&6h!#M_r3MImefsZvVAal{v4Y5d#vzq-e=o>0nxt_kg5!YIhy6o z=-bYVdTv7a&pZ|-;m$K{My>04{z__URsd4_9``>(`f!t){O#Lq;h4RKhQ_p6r-a&X zC*jO9XJQCI!ve)>W%i{xjQsmYoB6P)>-<=l$Q=l&QyD2GlNJqHeKFf8ExuP*u?L7U zu8uH*(ig`b2%VaPty|CNaR3WUA+TTTd(|Y z8=BR6ISX*hsQ>M4D0;1KbSJ36Na%(oD))oxW(GKwG&SbuVSlVTQONQ;k;?SS$c{8L zpuS76GN_3d>{m2=;L>MbBjT`|5Du}GgO+GXbSFJXzF{M3{Ip-wS-)k{w(2T8-Qe_e zSo8$%rPYwd$@(BEIXS4uQu%C19@BM=(D-^#NFDHpeEiA zQeETy_0I6DTC4b1G);VG=Lu?zOafy+9sI0-+v@Ei9IQ{_;a|vJf5(|JDkevO%_k)6P`#@7u*pH7Y6GhQ!(|q#{RbyB-aHolj}zX8l>wxyoGF|LLTk0#jxH$sfBpFI zCpq;b{2LGy`KJG7YOK9lmkK5*bwLYb|uTZP^S)SE!mgvQti*lA|D#+kpzkTZ|(a87Q zt?oNKJNp1?VSDkX7b6V=g0I?ihf1=A-Pn$fjzEsjnekumPk{b{gP7wK`dkaDb}>AZ zS!FfcXjAFr#P9G+=S_xip>B079WHl^`biV)LQxaTPX&=Q)2KWM9=@3 zCm#D!QBhGw%ia!gY^J?(VfAj!0!dbH;6yLa*^N}OyA@}84;HlRu~0g#$la#z6OUO! z!p6eFX4CU)vV0X8%5pQExZ^QjYH1sBT@K~|&X7l#hV4YPlJuaaehJ&|P%3JySP{k_ z+b3#ja62*v6OTTuUokofwB($cPv~UsCPA)ha@|_q=YirYFzWQIX+|Ek-D)DXVyIU3 z!@06mi(yDU-c2I$u<_c`nT+j|;iVpI54op{b7pN#Ib4~4LMKLV6fbHFOuI4a%x)6Y zpy!{w{5&4+V0d@Sz0e0QDqJT9P>h0;d~|wxJ8MS;#Z4cSRZvivzLYc4ZeGZx-aWOc zo6Ps~X}Gck1K%t3#lVPG1s6&X_&ZB&lKh{Gi=PDs2Ci;wGy|%Jn3PnzxcEX5rIaa> zqRc=ulDx54rUskr>n1EqoXtC@5>O_KG^~;|fJhrgF~=#M?l;4>L6B<_A<-~yYlDt%1ff?s zWE%`W4Qb#3m$q0CPZ2lT<0U3p-nW){Gw0tt!(lth#81Wa^z}dnmJ=jik}dF0;rX=v z9HnfGs|R0Ro|)O=86$bxLiR?OW?`a%D$|`l; zYPTKBMIrZJ4UgG6mOj-l=u&(wt8@pq`-2J(N_bhtV~wE3Ak;k@OyUTP6%QH~4`#2_ z_Gxw9-`%$kE%67lWPFb8fB$w*=sy;vZLVPCpddy@Bx=4-pmu*9_I~;W{FqkU5H8+) z@9iPSCUX|g8|N(SM?LSWmB_w@m_>|+Z-b<)KvG=|y9N6b7F_~32aq>!+ORaTNquGu~IR$v22+*sCODWTk;xHE&fmPEWM%=A|>%wy-@G@M|nfyVCBi zOW(eep3sSxQg!o?k=Aab z77I7l*6s;o@c(^(cVjbFfDOuap5ETxmg52Tf`WpP8Y{J5F?33RB~5sywhoH$TD#dK zOa@<~{84=cUP*-r1Jt-wY?A}W;aQDYFHU?y!rKN%2#Am^XOr)C=Udak^>M|s zJKz7OM@t=TpnSd(%a$5N_bxDjGA434Zg)Fs8=U$-)^KbOS-JNb$0msDYOO#V$Rx<#I5>WJ5k-+ zXjMjZbo40NSMiY7pAS1w39D?zSzU$cu3zfl)){aDwiSxSw31~Uqyc0F6%9e@_DvCBN4&87OId5c39@?Y;z?rt z+1GCc0wmNDZ9&hN(Et;cww|7lkHcd>yS^VD@*jiBtKv4@d*A7HFn47sDdgPTTx&jR zBt=EV-^0Ta2fTp3S5+mDl9KvhWcXmaJyF`z*Y`id?EcEj3o50r90hA(1K~;a^JqSN zCXc&4BuflI_q7BHz?n?t)Jxw>M~|@McD}W%B7oD8`9Bkrlj|n^hXl65{c*~uH8Tgt zu0w*H*WEeI?hHDigkh-~J6gFx=UgKZ17R>m>05v4308jbz=njuqI0i?W5vxGIEW)n zfUDwfuC&#wYqQ?c^pIojDNH~+Cj2O1J*&%!!oER50^wrgP~NluSDLUrX3#u|AjWpG zVGg`SO;F%O+8OUdd<}2n0yN{-A{Dqn{$M(|XCjJc*fQbNOfN_*hqOO9f5z7e-j$xP z03t<+l$qH?O87Kh{XEXiMY9MKP;x?V4IHCRc(ZDo8y-56; z8q*#uc_kNcqHhx)KUyMSr#+nj@*C;Gc=6-KHWJX7Wbh{&Yi5`{W(De^CG9JkpOP%o z0x@dBQO~GQG4uOdRF662(ozuGupY&!I?0E7n27C-d)>x0LjVAt5TLMV*c!Uv-=044 z^y$VIERk}D%qcv6RK862@a}@={U?L!`|UFIwxAhlZNupKuj*JwdP_?@eoZrTyKBjC zv+nwNlz;#aIo53&8!#9yRrKM6*5TDgl|=;g)9L0Zghs@*?Bjs{0KP;st1s(3BV(Tf z&sXj7+JEZo$^`Pa=jrTQi0Az%GE_a}Shi8AP>J&hum}OeIMML?<#5Mj`Qdsx5$Wpw zZy6(2P9n%Q79pYM`P({U3pm>*;@xCqIE)1>yzu&Gnu!K^d92f&VgpubZS=>LkcxGKq6PMsb4Warsy5oAHx4QKMzc zDXzBJ!N%Cec^n6|{9T!_!Rs)XeL1iB`(b);qfikAM!4b^a_kFioS=*OV4HEq=L(4t z0k=*+ab%SVmJDW(yK}pMJuA zvN-V^h$>K;dgeHZ`^(_dQ&$3d(ck~7%|ZCg73nIWSH&cy4O~w6gt5!QmP$$w_F-K8 zjivE3sO#1| z6S-4z6Z+th?tiZ~hfDY1(=7Hs%Po-cD}N`LsNCeH#g2G$r@M!}Iw-gxQwATaG?4&I zVes@vOF(zS>15&m2_f~h2X~v4qAfka#5RX~7xaAdXvZr1F+XZ9zF6Vz4=fQc4%-ITmJ-;0Qj25Q&0i&Adr{|&1H ze#?LHt2XF<>lf?VzA?u9Iu+#LGLqh5gPHuACE`Vz3j@E^g9)mE*y=%8@Hm7MJ4i&T zt95Z!#t-olPc-=c^iEnkHlBoE%XUNcU!78&>SSfuC#1Tct3x6>I`5AzEQc~804;ub zxU^5O7Ld3TqzP6jU=PupTxUCFR;}N#k>zuEdiwo)@qHwl0%N0y=^KYbdmQ{QX=}AZ zEOi>4=3Q9tQq`w%Z<}&(OLrof6c%^LHxeOpc0^)CfQ=r0&u?k=rL@I`X!!*hMcHKk zKH_k%zRD4Dd09eb1jx5 zx2?iyur-2plw@qb$JCH6b1SpD$;gycR5b4gy{(zpEhiNJ1n7k_gt<9_uCzoEo+UZ& zxq|=Y%a;^E2l}sHzt%$GUy@DyQ-PNIP0s+Sn+e>HsS9vO*A z>X#U40&X4!d2HIYDAluj79Tzw0ebdmIgwx9uK)qCmEOP(n%NHOJW6+HyUZ zr%ULU@%I;36FovBCMKp8^^6O++c9z7n@M~;>7JgRfSBkS$$d>Fgh(nc*@|pP@nI%E6{sXEQ{oE9bP9+B&w?s2rkjUrFr|(b)K6SUw!*= zJor67X{&K;uNhEb#&Ta{{`@!{G-|yH1nyPvw9M{ruXg`c2WMo^8vC8;03w*U?cv@h zBcKLS+o`VbGKC|xYD)_10GBto)A)PQG8BI?0m(lC2G^iMMF^|$2qG;M!Q4nDsPK>- zx1Uw5>)l?3mY`r`Lp^%VcHn%A1I&OA$i0%DNnGdCtXnEsX)<6=GxIIK|Yipww zagSnAN*XCpc+%3^`fz;U&~hXT$S^5zmes_sn0+qxSlk-(Cm1;P5^CmIK13;3*_}{oi*(?8-Kr_6GtnpRN*(Z5NGZog2#EfIId7|L9MdhY|VIziwOdBonP%jm)o8GOBRhtxl7X4j`%t7~i3)}u_j z?jk^5^aXH#qmFvW0PFyOT35hv>9wzS0nB`j%Z93Mg<(H1P;5?=KA{tFXXfOL2ExoE z;vWNI;z<)s`G3HC187u_vW^gK%yG8l66D|Ue?2kk2)%P@I12BZq=#33p62j}xatLO z_dYATu)@_q_Vm#&=BQdd7r4#-YT?H63|?aqB2mLlZD#A#5w2+rDv{&<#J>(L5F}s%{IyPey582(H~7TDEFv+!W&zWeW)0&+GS zjmQ*b9$z62Bbe^b;(`viUfDj^b9NISZCi>Y-Lk^k+HYVqQ1(nA#bsx!fx`6|ivUTdLm||0Psr%U;(8@bCSJQ1*m>|5<|v4@SBNpG z_E)DocY9m3Q|pf zQ=G7zpXUK|Wb6wItlNc$(xb11N;(>t8ZUKjs^Ht2$Hj*Q?e>s}mXA?{}3`3wc`{k2-<}@kqJH&JIaD~k{oZ`p5V4y}+ zOlD(gV7hMR4D@sBBXPInSlWnP<`~G0RpmD4Ke6iXX$)BY5zK;{CWb5?ty4-;jNd{t zk)e`hCI?H^FV_3R^*K*25t6y6^&1cEux@Z0)d zR&`x|qbc?-1ahX@M(#jMwrbFAD=d^*hK`gtcOdWMzZ^?jyLmiBbGKc6sqU9Y{)KA* zT}bC5?zw^8rS`ZC0tq7kj#ItXC_)W^X}@Qj^T?io93`ktG<}r{2B|^+2ioor4%m!5 zN+anxNnJ$3=mO%aVahA&JbUe%DhgUnPFBdakcmkhrBg3X-RGY7pWZoy?o>RYCwKyy zvj$fkMB6Qyz0uGqKWCNM;;usRJC=qTB_8bTsGAUKB~$$5QOhOv*mw1CbxUWCiyZYT zA=#U0ulQD}fiffQ=pl3@_RW$J7x#@{{-|W7ag`^p?^U59y`C|4tQbaLOruCslLE=_ z-c4m4y}Z^JHuxjfpi20ZVfViNvAUV-veq_wTc+D-TUnZ z>gN15e{wHFX8K2T9W5=BYUO3_mUqeq@^8=6sa*qhIQeaDXZYmR!oHBMlYe23YwB6V z#SiN)?PYWNmZe*^d2;dk9{E4vTyoj0@--G2F(ML_VX@+(hx46c-JgPXFpOECQL#{_ zHtLA;JF3D;;xM`wJHq0QpN1Hf4~#Ttz-~oVb*>R>+U#3{)zIC7&qN9AEp z6!rFTChgx42UYAGqj|Y1m=~0&{pw5`yF*224mcKU8;E z+EI_ciXcOYiR-KsqweR2i?X;|QP;HfHb0dR$EN`So8xkH4|m+OuTX&66O(KlWR<1i z(_rF}smQ9Ku^-c52~-dYuRf_&H>;*{KB)hS7Xxy180@U>3K`3qaFAY0D=D<3*i~3w zUcImN0%k;#5dVJPFi{z(LYt$gfGlKq#8TBafP#(W6FzJUQJuSNX0&>_>xF-7Q1aH0 zzi^<6$ex_6u&EJDDu!MMVR*7$3hj`6>bhM}gdu3ZyDyKBBa!zj;+Ooh!D#!ESxx;W z^0MC5LtA=6sJeQa@)e0{hPnt#g)wJM{i=IS+sijn&Hd`Wq~~p=MfW(6dtK!yHkOCA zdk3Mj-Im;Aw#+)_jCLZ{f@3L3#?l)-1Msp@$}T|R@T z+6t~ZFgmm?Y^pnD}{C-S_&OyiUA_7MC7k)l_4+ z?btZ(PhqEzb%iM|$t2<^)52_y&#)nSk5Jd0a2Fz}wV{Ib!4|iQR=S;7}ITBLdA&47^ z@~9v0UoBr}g&|qm>Jvu&CkN48Z~UJUnA7RGgG#VpNkn-=z-G%9E1T~w^zlIe%{{0! z!4!@^a<39jy9i(x%Ww9yYU~-E%yum=_;SZt%sz&#y-Sh{H=7JSPCeH@Bu5F zFxHFGOahN~6kCU2+4|sDF+ZG0%g_IQ zZi+0_lx-_?iy4i1guQ~o^7Yl!x;`!WkI0(oWOG)%$!8O4^KC}y;m9XbsGogs#r5lT+uvnn zXC)Wp!wDa=7b)QHc#UsT1!~Oo^=+9_5y95v&RZ~wO}1; zb4F6OQ(pI76x%pzrC|uN%sivcAClKqAoqE3UiHj{@aE-3jflA*d+c}SGUiCLcf62w zqGi-&8`^&<4WERlFZpu?w_Y|wx8@G{g1PJJ(u27n>D|~D z1ke7_M#YX|f>$l`Q^(&Fr?$EXoSgs7AJLSrPqCjHzo+-++m!k=W%ACWS@mE!xx4*v zZ^+?Qh96}@ScJdRU4y{A0rj;Y^FQ{K_gXyj^z+HCLjqyZ;HkWbe5t^x{K4aw{rQLe z70GjC)%EOx-?|~=YcjzY+`$w_$VZ;rV$*Kk6mNbq)mmcV~S6yFRk*XcBsUCFIfWA_@7VVEE;^31VwGCxS#OD)o=h74$d+lY1RO7 z1zd9>#;x9_Kv);Bqi*&%c!X{r7CQp1xvH29NWz;NI^t1P**~-wf0*5Y4*%UATdpF{ zbs>K}ud1UfZbx;=7i<{|BVnJJaVz#^?_m~zfo>Fp*oDombkpz zU>q#`pmZAX4#Q0>Lc178wR(5tMce!lKaG|E%teXzH@=EJBRCALR6eib{63jC_Wfq- zXPSyv^0yHO21{R2-wt%$FtX-9G2?5%)RQ}EJp!$@9(FCAp%oB4%R=);Co#i;OwcN( zcu;;7{~D4C<`_1TZyNiD`l1x@9ltzG*ETjz0N)Xxk)aIa8{n`kuBwV_-fxOjNMIfP z@j)qx+hhoo9t{U=H=akm6cMqp#UGTW-&U@Ve3Dy4Z`XX!X?AyXcI&;W=Wez8YoR;+ zKkk6MR%(*H09+O4sS#HMmg`b$PXAM(?wh>UziqA_mwT%YQP=*Y7_EU`^+WkS-TRyO z9@{QtxV)h}d2lS*TI$a8)4jj*uhJRLZ#yO=ih#j0HjEHq)^w!%P``;N5hR``PEO1j z=+-(=FqEWqLf#nuE8>IPt_@}wWiOI8YA2VFk@YtN;i6w_Chj>FKDA*(mB`*dS^*9MT=M3^-Tdw~b?kZ4C=FYg%5n1%s(XRz zDLwvc?$IsRdk)gmGaoF=jZKT#l3&<*u{*T9EvMAj?5BQv2cP66& z>$=kNXa^gG)_tp~V`2N+z4hMem+H@qnXX~X0L#H6{(p4tX1C_nQ;EQS{Hpjnvckg_YEZVRt1!6>J^W6fAIL|x+ zGRpcL->z%sFaU8MTad3ns*k%lpCeN3U%goiPyfeNz!XuYqt9*-TDM$X5&JbQ`%Bn7 zs)?G3Z*<$4w{M>C#3tGg=QTxOJ^W3kX9&F0ebd$EnE!L9qkRHC5I`vW+jAEco#6g5 z{jsR3s%rPuj~_pPIZO~xJdcLlM_al5tK=EBavuE1?jX2*?{by889St&FWFFutFf?g z_1mgCl)G2!AfkBw35Z0--fo`MqDNysrZ3V!&Nc53Wce=sGp)9ZZ&y`>E?@XKoBko! z)>SVpjIYl^{h$nP%F@jI?(A){g%g`Z=)_-(B=Uo$fi8T{?@bX57Ynl8lMixX;qLbS zp+nU|9LoBy0xtr5vYSQb22b=P0y=pyJ#bEOR+B6Nh>v0;UZj%zWHspBy3+)#mnbMG z^78WUfnyl-a(qKHdpx0}{5{|56A=-y1cHvC2g2>qfbvu>W~9zm4{&dC3vGUXvYztr z!~q9n4jh^aGKX&2Zmq|2XGNEkDrXdlgNIZzD_)RFzu5Ku%XE(te##nLy31pY5B~F= zfL)*%Km9cwc`ThR)52+yc&%MJZ%6>^( z#u7G`k-2%^s+66-aJW~^a8*6p8nt=J7>!D;yL}~Mq?*CC!J;On!mhk>pS^F@yF{kE zFOljqvk)w0TQZRnQeyM}8EkYeEkq| zza}gJfuj2B1P&X(qo4peSdt|LIOEdw!s= zZ+9vU6KPRQ?}(qHKhGGD=J|lq=xUJwqputT^ zl2BKQr2n!3kakvd#yZ6LuQ}oVnGyllQZ567bn!T^&*8@k2VXG^BhIb%3!LDemD1`I z`_o5we$FvRf#paEY8-13S|{(x~EZ6%=Q2%yGg@#mr&&&jb(0@3SwDI${Bs9{=4=tP+$y!cjs6 zeh_U`t}le8y&ko3TYY<+QtM5kC8+vAy+%rTSL}%UG zp<-H$J5I^5w`7G;g(us*x$Z~p&!n# za+!6?+qe}%Z-dpV}3Kd%xWL3tiz#)}j*{_S<(xA#fDdd3#qg zoa^E;_G2wLUpw)R;w+vy&VZwwC)&Hp$e|)N0e-5xQeu(*r%#Qu! z^_ltzpeOM8b@>FVJvqC3NLS7vsM-iFN7_YyKN#HA z9am3td?7t*dd4qTDts!wh>#akJ14JNFFA0@L}cvj=HA@gtr~rJcvX{{tg(kydZ9au zou1dhuDGYXZ56Jxc0sC8dkDhDcXYPC86~`b;KOQGtW$K& zQg=o9q9)m|@Siw#5=YfqAg3M+QDzt$iVYM=$_S1=H=*u#iicjl(Kv~&>Zspo?8!Qs zab?Y|=`)xwlB_+F6Cbs%>^uq!uPVD*NAJ%QsHKf4ib;$zT?*z-x&cCT*m37L1 zW7Cwe_@72)Im>IhLaL3S(fC5+;E^)Ot%1%_qvB5$_rP&?OH9?l?4J(z8@e`rEZ7C) z(~f4SgtwB)3XKEV#c_Sa9*ys?t6b`R z(>rq=r^XH&4GN!P6}odKd7~mW#)lb-pk}FCBdaf(#s!pl?@sG9bS?B>HD7$)>fHz*Q;y%U2nQ5f0z!+hMDU$oTKT-upOJ%KU}zN z@rh`S(T~2yr2Nizb@yXg!Gp2V>Q>>qgt>a9>7V|jQdzTq8XLEYAK!9`fH9MOQ7es| z{CIYP@4wy3e_7_jd!6l5iH}S)N+BxEb&*;25;U`+2oy(`wyUj$7Em-W9phweUEw_f z@U15iv0-YB@t<~!51$#dHepescCc$39hzZCISr&nrYIOqoEpE!(|k~M(0w>irH=lx z6VNB^yC2q|!A4AbODQ0RBf=^V&Y+_u$M&x0w|ixXN~#hdhAto?wCE**OsXaF71xv?PV9YBL21&dxz(0cpGubhq_=XB@ zNeW`e;@*-``#VA%seCXx7Q+rBFk_J8o!y10?hUWG?k`oOYx(l#dpQ4>n4(aJzT=f+? zCR^PP%3;shdP+2AWMolhp`4536)JTayyslR`|m{?bNc<$ivlF=XOp>?~x7ROHK#!3M$P$%Ye%N>gp-cDmC zm$3yq_VAEN>{~4VWhLDN?6BUzR*8S&GjMRb@Z-V!-L(MgdD`!P1m;I4hb|uad0dSn z4G~0ZjMxPjsUWTs-d{4}-_iW=>@frQudw+wiF9~7IM1K;y)0NRI9kF?2g8n_?RwY( z=*=R`kdR9`uo|DlQhg|21u##s81~iD6el(Vdy=&FvsBD&OHg&=-PltC9C^5O#-Ml% zx*(~Y>zwnYZ6S}Np(r7{eEthLWJ-r%Lu6E#uzOTM^OPD_Ks-p9JO`6r%%7Q?9NLJQvb_yS`YqsIO3a(nxIvQ?8r_iurx2)Y;|>2HzD zanK}Jz6d9Y=#?P>kK+z9LU}QEh)g+)UL~{^@KgEgv3Z~_79C$nZQr+i7D7}P4t^!x zIAv&WVL`R(RZ6mVt4#hU*?j^9EC`zni9G+mq@U60Rtw7ZHe8jbUZF|3oCvyjFxM33 zI5rD6eXompkFAq844}ch^1>&RJ+C4T)&#mZrHYPpztY)=3`}}O?eQc*20xE(JL>p|}^6-YzSWq~^p28LWl06Cu16dw-#@(4eUSpL&#;%s+Y z7cUe-+|oX~-;eHKC4xPhvFlkE!W2A#MBp@*0<_)6PNvC8Cq4sD z)1I|Q*i+E(DhsAC5*FYq4`AQi{I&aICp{4yn1IlkvsEoS=g~#yu1xU^-p)coN=%po zwL5Ow+tolxEXdc`iO9u*$kc(MRY8(`>2YEB>n8)Kqhp)9iKWA#&#((J#1Y5O0R=@| zF4rJJ3JGz1)@SI$nUfkn{vFb}k$2|q@W_l{y@4x7lJu)tQHe(^H zs}|&3hVsBnNCi|jq%Z=y<>rI7r@)o~JnH5=+IyeQcQb3MXUYLXGQ@WGN*YTe0lrBd z4s=D(aQrv|sGq7l4vdYxw^%^$@UJgq?3eq^2md{PzSOvpm2cYp`Qt)c=A-Xn?_}$Y zY&aP`2}OMF6!P?4Ec1+DQ`hk0=FtJpN>I8KO9f*9VOd&Q`X6X>1#o?cE*Vn1q0uX$2JNe|zUYHvZ$}{LuXw|GQCh5~%v};kvuu+7V}*Z&}_(ZSfT4 z6+ez{5WU}p0*^i$SCb&7ppXMycgV<48hy~k2Mic5Up@hS@V^8EJg(X6&v;9~SpbyYgoFfC zNnKrXAg_W>Pp9is8zfCFt)t`PuJQ4j-5WnYzeXSnBOihnENc=)k_y9;egMXF+~M}d z{skD38(+1ceT8Up%Lly@IwXI#&C9OtCJs2L+psc!-Xh+EN3I9Rg|Q+P8en#E znKuW%4?G%y-IhL3byEtvS||QGos?XTb8S+Q755sC2P`IF@Z#t@>j z5Fq_sdj9DP@dV;wA5;0_#5QZOt~;cekQ>qBlH7vl0#HDF=tg3Gemc zS`POS|8>*<#&!Z@%Y=A@Jbt@GIJH7kRmlIs8xbUgXpIS51}sw}&>O%MxgNhWLi(Fh zs}du1^e+Sie33{AsB&Mlf<%Hz<)^ zJ^llR6kv0H{Q8RA96;dhoE?iBNve2fBb|DSaV3`-JjAe5|Cz==8rp{$P)wAekuWd} zw|JfC*W1%QzU^Nmn-AgUjs>+Vu<&l3n|Nlb_5oKO=s)cm9dE#SBRSz>6Im``YFch5aRLnq)?@Bf_R?B|Sc3He^~ z$mW0D+_bL0SJ`qE1}4JrehVfhre%hOXVJ2+fj`&$S5)aQtg@6pYi$3gkTVVFF zzY$|BgOHI1Su0It47pA>0UwsY!K+2*aK}AjWO-)TH5X#^17u`tB znz=4tk2rZUUN^i(7$7I?G(*R-zNxVP2iqYzMmL^>c5Se}xh*;Q=li_I<#zvl2V#Fs z)GFzXK%4gJ!`ztcWl;|v26wuL%6KlaDs)!(Ypg-!wn=Q-$mx1z3^|=Vzquo}%-cJw zw6wJ5!a6n#zK7M*zpvh2e&OW)|&I|i)*f1w2#nJ1psVM&UsL1G)?4CTB!?t;kUW~<00jSd9&}-S+sv_pD z$1z0O1iG1uaa!=plCarUWfLXc9d+V1TRl!tAWbcgso3}V<35Yhb8ApSXL}CIFDiJ)7a+Oy$uh7=EN9qfMQyd!Pn?H(hpP(s^u6NHKW#J@JTU!eU zUIt#eqvO0CM?Z{~J9XT5@-Knb%F)b9;9)`eD`&(CgG~AkI_KgEE}xe&Zxg&2iS?s6 z1zw_Rlv)ORQUX2euHV$v_{UT_cRY9NKiKNwur6O>+AAf3Z&PG6K1d_aS7S5VZ%ohao-IbXp-YK!o1nw zDUJlq-VI})tmHo@9*4dLXO(_vlM3_Tj3&g@MUYs;dH&_dYmP}agJC1brr*cq^ zhmRdwK%#Jl)IVctG@I|sAw9!!vVZsDSL4HNbGO~xlgn0rWE9St>-i@J4YzQGVZTGm z%QuLR#kfQ~or&_%ykaL`cdYLxXg1LX@y4hEB(9~JeShFLAv0!7J^(;bS=kJ=u{ih4 zArWh<;kJ_}loim_tSX|1Zj9DdSg;^vSz_yxnP8;n`6Qa zBT@W#yXL+_>0-~!%q56pg+N3@{`+Zq;a=KNSr$p1e0qSjj2n(85Ss|0B!=EvM&Xtv zp({DU&M?3h9DF+wW^7}6Pi+)JiX+|CmY?Cw2{Rr-v@FfpK~`nUoyOdg1w}>AAqGxC zs|dnC2OqckG%T{6iCZ3Lx-8*Wsd_Z4h~K%>_gLq>`}ZyQ4oI1&AZ^Y%+Pfe5MKP0h z=Pw_sc2{4Y>hQAI^wYbhU6z(Y-}r#13gW>__yPyjH#ed1fdkHp^Mgj=dOpRrB!7ZS zF;i+OQG^v074Kwc|IYoR%mg!zhS;c}qVk7jIKQ!%67+xKr3Gl(Se7>CaLelvGt;R$E41S|6ot zQ+?e7uZmG&C3$T0FP!vzp9#%8pi7Udik@~>R;ND^e698LC$vHn$*<&)a`LNf#wUw! z`t=ja9a4b1hsQn=g%F+8Iye9Lgw> z6ET-CZ+mjn+$pCCCyvgpuI2GnJ7?#mEFKR-ZpQ{Z;nrLmP8&|9M}4o0Sm>lJA~9Jx=T zaH?7px`K>Q6r|Qn&57Hde430Q3W?ZY2!t(9lRKv7;;h6EYAkl>xOtKUB2y%{w&c3E zJv}jG^*H17P?3(QjCZrMg~0@}An5@EX4yPe=K$r$#%HXe0&=beT7{a~d2g~0;jri7 zADQp`WOb&7EOJtXXQ>yl(D&RqW5<1LTAoFcZ$yOAyf;ef>WBfB0l+Pi#tM&)>;~L; zf)*VoPe$v8EXzFhrBJ^nCOTSX)F^3JAD>~Q_tsV$kiQhqr?KkPFdp4i$LY>+bxVRU-GoBE|OQ`_oJz)>3Zll4uPVoYF?E=oAg*1+qSm09%lGg z<(a6fTi%!FDL9+|bH`%pv{r1TUr5N-?uEjHs-opyadA#j(cqvW5A0P4eF(Mo`R|&0 zG}P4MZ2|+xe|VE2qw`PKmXeYJ?)ip=ZSUS-tZF5)Yl9;`9 z8OYta*yVs3?WjbXg^2*f$&>qC)jyeKBDqsl6~vRKRjXH*9{vpuvf85YVI}&G{SMIN z3>q}(7T>N!$Hym4U$P{#b#D=7Vz+Db^!4?t-;5qU+_iGg;*O4IES99OQ~$kzKYjaK z`Z1x$CdINhSXG4sekHSJ&7wh?L<5T0MZ)n>577ma1RDL|U~jMf!w_?qflcc-Y;ZG< zZx#o-uOriv(&HZ(82IH`MagA)4>sm}hke?NQAJla$G+|Eeu>(=u`_>y z<)gT*?w+0wqP=735=i^1hu6M)_s&j3p0;oOx^=Dx$DjZ8QwAn0aX=xA~q+3prySux8x@Aa6i20bm-sOFxzB6wKVru6Gk1@E95Ff0K zq{F#gp`&xp*@wG2LQZbmqc#4%zUv)3GmuOUh|u#yL`_-%QE=Mt(uW5VEIj}9%w7s7 z0Dn9;w{OhM%nDP(wZ60;KYrY7URXhKvC84NpF4sOUiOU>Q2=<#$;&Hem$=@gn>KB# zu5-4qu&BP#n3PF8Mkx0^UGns&ps=u$dNHy7ow=b}sR_z7``$!IIF&F7RG;eDRv2Jl zTtLxr?rTe~zOj2Gi8+e53j-AjSp@D>b`@*pivmdxc@U`v4i6gi^s!|Z|E#aCzrN4^ zuZ=N*2a;9t804nkGjlFf})G|K0&96Q9JD3QFp^di^M?`2?qC0Rx{V%zNw| z9E4y=E%URzMJeInrf3yN@ENDE+tvbw?m1?t;KyWc5-q_fiXsY1@-+&0*JrJI@_@tt4(9 zWzrecLi1+^dJquErZz1^2rWd-Kq>HN>rr{+KIXaC_f#rlOLd~eB5HH2zA!RW$vTGN z()%}6K2rS#sGHuErWF*}zA?vJWLlcA+GBmcL2DQ$%;Ut!h9a9s(@?7LkITt__VDB(-Pmn7xy%F6G<***? zXvV66>s+hd)=qI3RkkF!f}ch3KL7;^a6$~1(l4dpuG9i!9~+wmd(%J2vMo&vRxVP3 zFpm_tl};_+RjQxWvs*K%8@k~dz7HR6LK(0zO4eK7J+9wh=czG?42u2{&i)PrC`&M1 zP7c`uPGAJGzxDBmbxul|UwdcZdt#n+6I(SQ6B;;h;CYa3z~5Is-1D7`wz~1TupH4~ z+a}|5XOs34ldd?!6u$vO<@`%N7nGEkgYxLL9hk!ytdge@AyxiP^-7J4wP2DW)YO3I z>-qB-xBav3?f!p#Oo9=JA6pYAz&hW>Cl zxmCassmjr}Y^rA!Tg+w)R>oGE-P|UwR`RMUegY}laHi-y7=}eXutMN`0S}_qXDMe1 zi-k_@x`u}G656GDpCw<<1A^!5t(9Nr)Ca7)L^o(YxK}Sya}6+L=FFMq9nUXqOR`u~ z{p0>kn?{k1gq-Yl&1vnZhEVHk3W|ze0t2wCPm=fUm>1U4+ObI}j%EK9ed$sn#}9c5 zE+k#%xqcB5CAfc-wd|+EN_Fbc129O~hCB);2Ls_o=I3{V0SDICQlf1hH5LZUz~=1& z{!-=zM+tu6`vNs=gp7>+)=rxzH@vYqftu0T)6*>I{W;zv1?~Vp1WgsP4S{d)8WK~i z!u#gACq|Q%gG%a^>EgIMAA5Vt=~zO8wRS07_{W;n!yPx)D?W&3|7Z5oI0>27MIAXXZB;ZCFLj6#8t9P}{OVXyl ztk-byj*GklWetNQZJ+TaG{wrBbk}>OF56@J-M$f&aJ1UrU)5ht0*k~W?zg&sZ}VEE ra7mY`m5$O#)>Qe+|23NZ4`XwbLq>+$rX$gr#cT2Z~0xI2kXr#MKnnQPYcizSC|8!sO z^L=12#y;olz4qE`%{f0YcbJlb6c#!eIvgAvmW;H73LG4K4EQ5KLjgw|bkp78;55Bu zBt+HRk`ESKKf|1#dQP@T_XWSAeC_==h|L^hP&SLiOf2Nf)iyLUvHq_YI*!%N!vELqUPmViq<{FaG?PZZeHK1R& zM>5X0M>`gCz_&!(+S)!BYk2-vHngc@$ITiwKf({ht$7>UXL5wkIKcu#z!OvRCW=7L z8vT6G!^lmBrJ$g&?Zof-+hP29HVZLh`#QTKh(~vvV2|yV<)6zwGb5p*t}QQrIdZT; z2Qw`ZudJpPSXs&G=jV6Hnj@y$==LKslcuq;abK@r-hLp`51ggCaOAXiU|?;3rgGz3 za^bPA4TA+ZZo~KSHA5K z`HJV?BE6;zK2^;he*|gSfC)7;te|5%Pfa?B4Mzuu)$$$+T6+4R7X%FN+)quS$OXD5 zi*;mVWHLTR5V?7HI4rlq3q4*N|NQyWZP^bsU$22Df|#w_iih({D_mn!(@ecH6GLnm zr`ga*rJ3R`3~F|ir)fba0!fd1$?JyuGj`?v2D*ffKGE}%P;@-E%!8Ykf3`-Sx`dvO z^zw-9Y0YT|AvIOAMKNz2kB~6v_ith_A6z!`e{RmU9FLbpyT6lm^u@lJX>{it7P@1G zhligiHK0^fR9yUaXFb2LVDI2yG+%2km&g@%wd9kwIhaI1O4_Gm+tj6L;2o5dq;rE& ziUNj%3nlz^kGJTh8Wj4Q`1(fl3sqpCNCc4*ln4naU!&Las4a@z?(X2SL^o7;u8u%5 zlJRM+v%4@U2Ru9Gobe#=gmHxL-!*w$7!CYl*}m}b4+tm#lW{fgh*MWrM@L8Z&h=3D z_3PIp942UH!>L_MOKCk6p5OocAu%#G?)&#I4h|1Curq$#{i@9AKTL9TuYf=n48ooux9wC9Y5BGxDebG~NQCh(5qYiKF9cOC6*Kw+!f#t& z1cZqm63m#iQUrQo181F!!(we_+m?qdhGyK$+;P8%fx!ndo}^+YXE*ThEk1+A|6P){ zq@<*_zW#Jnit?nFHhQGl+p{~0JVL)T&wi~tFeu3I9myy04igR;-_YHaZDqFu?&-fW zLEY)1BNZF*$F*{Kh_0>|M6WR!2uLCeH`u-Ti}WyXgv@{EQ3dMV+}yC+uS&qBe!JZn zBa#M_`T_%^11#T~rEf_OcUNos`~NW58e4}_1i%w;+8%*VQRsPP+bHVh#tXLacS_;Z z^mHmup`1_j@G4jda_^iA$vV(50&H7?g0Wz3Jr_lq4o+&e2eSpkI<>fmEtG#N7^UZp zUXznsOqWr^Iqyxfc(>HlykA^g^qqxc=jE+Ef8uvN^nw|4nUAEOAF;Euzb~IHltRc( zcOlSi-~AxVSnc<99%TU>2b*Y5m6b7_LFD?UR@rltNsisd!IC@ zk%b+?7{Mrr!r{0nhfOK;z0ZV(n%a-gakI>*3*BXZ+AlBf&02RP?c2AZ&j(Eh$#nJf z+&AJi^9@>>n`BFIKYoNX8n+?1?Xi%2xbBbBt<UurH<`LQvmSZ`k*Gq{uFKsvZ53ez?pH%DGOcPWQqxLOR8&+s z1_JOz&JX6U>feieuwO;uH2t@{7A@S|2h-3~uSe$aI5%&8ytNF*CjX?S_EJkr%W9!M zo~`BnC)oO&#@(18^l6nFAscv|AcM`iIsiTz=o$aLrP1^=C%2Fl+7+=fuDFsBqUQET zPDvN@V)wzl-bM=-Qv|r5amVm^(iR5jzxFwzCAs- zVw3Z$%~nW%`b5Ld{-YxV$GCDvT3Y(cREb`8Zmtnel8mC_)^xdXGOvBRzG6p7VHcru zS2*Fk>ykG($6>b1qgLZy7cV z^<1`#$wVyLxWvRgV>z-jEk43v_O?pGKl2+zs@=fVxt-9M4JEG>*DM-=344EklbV`} zNh$Q&mz2{~m;09r;lX?X>vtg`h_{qPXMB(kLoCGo`daON%6ds3d3-Eq1gd#68CaxS zz1hbyL~R+Mc6<5=D0`l;d3Or)nZY#WF6kgNg=GvF>iLF+(7s(vs!V;@o`Jq zf14{A{>wfO3-v^{wuE#xHV_1n2AAWdr$TEzp(ov{e2I(At=*8cy}^T|zcW@Z2?v()TutKIZ|_1fO; z$(y?&-&zM&JYHXgj+rEnWp2sE_`&8f*CAaS-TO8l<94+R64`fgy+KS!K|%4(el?yI zI$H(PIDN095S8d;cl#H;waIg(AaA*gm}zS-B0M%WHlWL>t@I~K6*@Zl=PC#xA}ThW zpkRvo*(UrksFDdtNO~28A0&oT1y4>-+s(NuzO*3>r3ov717T57rgPQS=X+DpXIsOL z*T*ZudOBm{K9^Q7 zb#9+#{xgx%7JLe1WJtHNlhZ~pYJNFV>N>$_-9614~0mSPvA)ORcW?zHUe@jh)X zc1o{gCre9R=u_Fnj3|WzL3lHgW~RRP@H|Q zYW9W=b#(+6T)Y_;F71~6Ab4@3ijggJNz6G^mbamyfK399oZc?Dxpy=xLb-4DKp zxXd8p+B0dYAOg()9#`NYDZw@Gi}Z_4 z{r%8Er2{+HMMVYiyfhWPF&GPaIH4sa<&1rA9NpF(2^n4Kjy%3zE3^FF1SQDyh=r@` zE7IUjpDRwPr){3sbFPEgyZhL;k_(rxetx)vVjOJ9*na%D zyGlq_h%&%roOl>X!hxias)ljD`A^wW;Pz78^E0@ zP1^ncxVht>OLR~L6Qw(4l(&7k9^+v z56+uIDFe;kcW>XmZ3U1<7wsefOZ1 zju6MI1=ppYEAaSK?_py(5L5M|#X{K1a(Xv*Aq2YS^RQxD zz4$bs@$KzmE(fzgAt9(K{LbxNT|poZmVp?QtB|5SgaBo`iLaA!aD;7!7VALuY#bfb zek*-t!(_%$94-`SD5R;aD~R#hp|A1=5Am`@TDJ?D;n5)T%nlr{bkrSG&%H~KlS|+T z8qZTC0JX+)TYy%B3ybsa1T`aLIKdl*cUIHy{+V*}Bt^!)QLOO3a{(}DK#J14v*D;Y zVw`0fM;p+R7j)Mu19JRA*REoRneZw$5g_F|L3LcOywz_VWWCp~m;-VnTcHDDYq*xmBA&k8GQ7HV0X%(PN3EkvWrKjEBWK zuwPUqC6EVEc{1M;3luCBmQLH2rV2Zi`NY|3YgtfF-Fpegw_h3TSWJqZL*8cwY(o!~eclT!s2GrEB?VTokD#BJPjXCen#gLOP zX+n^e95SypW!j*i0!}5Lm(KHRxAoQ{BWC(EcSDAAJhUzoirD?=$f~cjA_J?Lx0omuYaRFfXeQ5BCqD)R4k{ zLpR+(MqSABBF3S9{q`0Zp+^r6DV8d#Zo z7ZC4W&f$FTK|1Nc+C(I2QbJ-VyrZk@bc;dp6A6!;HYNARj$nxLN(?mwa!Kymy4+R< ziD%||xytb(hU1frvTGqfIkP^d^<2NpGItnQc9Q}|NdJ=ZuwkEM1EeT}O7sj5b)6BZ zJB#HIvN6NMshDIV0g%bK?Mw4g;gKtn`KyhFtx>uER~uB>&i4nu4GPbe(>xVYjCk!c z`MKmmb$&S2#)*Ck-z^;5`7%m__QKEesLEA6Gt=D@+LewHK(^ICpsJJ1WtCsgq*?6$ zpXvlw=l#v{mf2BwP`)mRNcm+-DXiN&1^(-KX#ok~uZ$B13z5li z)BV>k=U@fF0Vr+$$Q5T5wN=u-^Xcm*F!hb~Y;DTa)ZJBT8!V3pnAAgXP{FVMwdjrj zoI>0e*wvO{Vrpchh;{Jp?z=^fnwnK-hoIh4s?uQb)MVKI2n{-1fQj7QoIxIXZ_X}D zK85yE!#ku{@l+jlj4D?NO_r#8uPJ^oJnENFAE~QMOo&fJ$N7++>x`j1F5|14H?Ipr zuyd+#jsqw%5IjS} zK?O(0$r-EH;9`He-ZzH08~gL;G{Bt5$jCXAzkmJeK3r%3P_Ja9)IceH^Fe^GV6tbv zZX_py|4clzWxOJ1cj)w7jk>}xpos}T(@1^CnF@rI)yiQZS~|Kw?J9_Jjg4LurSQ<* zQH!F82pl~e+e>M!5 zTC1hz6oYR!K?*7S>=t8m?HwH;3s~lWvvrOc&X!dPskl>2 z{A2(*1@)B~mf2pIiMy1IDdw%qobp6 zot>R_hd8mvl@%3kd&M=+x&L#8$qN9A-s^_w&M@;T?dI#%2#zW-C;sabsVeI(UwFc^`Oe}z7whZIS8glF*DX(~cZGsy z-wRtY3&-D!PTw^dlwheqs68V=Of~PD?SB)o&XOI zl#_b^jr~)P&Vm&N|Jrmgn7|s@nJ8Q}@Cm9}`ZXEymQq-_ioUTy;KS30^{tKpwgFL- zOpn4b;p!~O$kn~l7Sq|k7SAL>e*RnV5CC~orK-L-gyt7h)B}Gfy2Q2f)JD- zlm~M)rDbI29-o_a532845eYBLR*5!O-~lMdE+!M!uafAFR2}aO%2xm=vbLe&>~w(5 z;6g}BN(!(Jbn{W;jSVC98Ld2zv&x7CjZ^Pf~c5t0WeE46Ng6 zC7hLW5VILSS4a%Dlkrb1#)l?$x4|#Ei3jz9;;&Lt=tiPm=Hmr5{ONmi4A`%ih^S(2 zwM|ew?jMp_Q9ZCd*m8Z|o5r)K?_r_4qTl46f@2B19_s=_YHw1#HOO)7>OOL~?8je7 ziK(gMQ~8LOYBoU8?JF&~K+#_a^SlXNf4UR))THlRiiN|=3?DI9!=Pisd3>-Xq=^mwgjq<8Z|$8<6Q}V>;6ujI^c)&3Dx6)h@<{J0>kSvVRy*m-ky7-#?|)uL}}_f zO=W?#>U9kr69v25zJ?uNo=ao8&NLZcH06)(?ga-+ueg+S+9-Ly9ECq;3vi;(O1NHE zVx8yU6Ar!&6M48Tb1H!RI6o@IeoxT8 z`21Cd%*-z*Mlf_zcCmwXORm`lMti1Mi$*au+A2uFjMnHVWVmQN572a9^UMt?#}M!` z6YU-RH4TFJ9KS5^*KSepI`uB9hw1!yzQ9DQ-|^Y7k`mn2B8KJUbOVh&6i8f|WP2m< z8YO|7gDa1BD|@AF5RgDtHK^ffB)Ez3;LkP-nkoUO`*^`7EnE5g2^IJRYx%HbNGt6F zDG`gmz)_&}+`e9X{?7A=ssCz|aHD^FP`3^k%ZuhWYs&9kj1Novgdh=0mTRp87N4`3 zd~!Y!ML#o(Jtq)=lo9oWbi8*|xG5aAQoy#wEQ<)If4;;d^mk&8^HJ0Bgz9c!M>ZXJ z43K9z2vQq^d%er_hmU~A2JB~b;@`L%;0K*7B6*-hG8|_xACs`gdYU%2+l^~tB7h}; zd#{PvHosm$y8=>Ux@iRo_0!8gr>&!}lJDVOty7>HR|BMnptSJ0PeZgAUw3e6!wAM&q5tGMdOs9D*TQnDjEXH{~7$1J!kQ9*;7 zpZ{`h&fUA%)Ntz=O#$(YLqu(*5iDIL+sCI`@_7=J%=!TciBX_JXcTLIw6Q4>{8Yy$ zHxtu{GW5?srGx5_zE=QyN5^mq?b@0yyC^srQHd`0^dk(9^u^LQ4B-bPL&M#&LJC1O zrj1y|FH1re3875;4m251C=);$w0wLCzx6%BfcBuOqGA-S!l)s`N>>`JI!<-<)|{N` zoC56-aZ$b%;{Q)DrV&5N8;Rfb*cuBjfI9mTmPX0dA(q)te%nPn(@Fr& zat97IgCw~TtVw{&JpFP3zb5w+4p0+&2^2rH0ik0+97hmI1mJ<=J(#S;Rwf+-iL5#WN0Rm$!|F&1jL* z{pmPVngnm(CJUfiP8AN42|s?eo|w)+#3ao$wMRyoZ7@=v;R5;&bDCzZB7)md)71#1 z>aWFkFqq1fy*-`Dka|PaTsdkEj-LPwYRm^DVi>NGE5#rgK4e@9E^DAVDKK(b@suUB z87Y+}N{g4O;D?xD zqvxsl*?BNUfVfG27$6-WaXvk3(~M33BlH2a*M8LUG<3Q#VDIXh2eg^L05^a*%VZwenFgB&sgM@G&&h0uih=WL>==;w!bmTEEAT&OM8kou$Y zCowA@^LviY52*aap2FhPC9C_Gkz@rmK)Oe zFc1L}|7d~g8@T7%1F&|V>m2B5CBL`M%+#G5M?^&Q4GeTx@vN<``bS6O04#WZ?)2fq z2Rr*Z2YY!%#h$J%WLMX#eoqb!+T=f&)K|Wm#xOEb$DA%dB3+1|V>-kcj@QEL z(CnCGT%plIx1j*WJ~Pk4-#*~s;XQ-hrEhmwk&+<&w#ZeQ4l-`_B^#h4o2B2}fd~DI zscl6UBN@*@&fWxt{4WZutv1uNy@zf4k#| z-GlT!L3H|b`h~iP!N$kyo*bLWVt2=AM6wXFvQh=37pSr54b6I z0Hr}ea+ya}FPAs2K2N|-+;FsUiwz@q<8Z#MoXBP2 z4{&L*b`=c^OJtT*vI=}+WUj{wUE~zP?ToEG)7dL%U(NR zi#4q<%Dwh(Yrw08HIM136M1MJTcsm>+(MA=fs*Q(wS+7g`0sl|@Qh{{gwd2OboJD) zVE)LE9M3GtXW*Z6SELn_W(&sct`6}v=K>WC$Mjzdf)_7d>@PMYO;3LYER@|Kh9{tt zZ-#vyJJ$PR`CRr%z~?!|FM+TunI&2}WnA}HZqlecebl@J(g&#Ra*qoL5SrTkfS8y| zsPfY@=VC=es)}pAy|kt41n~HFSSZ79MY8HkX9s;(xu!WK2PZ2M88QIe)PXV43*eMxMMdF(4AlMQ z-AJ9I+2zsFFz`~$lo=v|rTeT20iMS3@!tLUH*Rj%>WC*mGi(Gk?XxNjkBAcI)0R1i z9wtkDL?VHy{N#es#5XQ~ZnI2UOhn=#A=+TEtgOf)7Du?BNd_55X}(jiP8cgBY`i4< zYg?+(A{(P794|y8;B{>Wws&ZBwAsZj3}Ar6#+SF2&*hnaVPLw4?Rv;v?N-{6 z^}pSG1&T$NWoc6|pcBMHus1HI40=Fy4%o5{wicJ5A{REfKu%8BU!CD#NJjc2!_fWM z_Jmt_Kpxpss29GAa6$Dai(@VhL0L5^0L(-$YkB|hVCj3j$d&WcG*BP+{aV)Kkv|a> z2*S>@Rl{Lj+H@#6Ofrj_hQ=RkS_IO9t-)=c$vsQ+>~2PTVR3l zf~g7v(1bq|68sXgDQ%?5qu1b$ zZ;m+zaM2X#8_!#bMW-6*rmm-80c$P@mNBDnA1cKm{I^HF56|6HoteA;OTCi{Y>5dI z`OthnUEMF&c7#;MJ?)tvN6Kj%?^v_*<{J3nUHEZKT7BU$N#3hkcdRM;(so+liGVw_1#3RBTfh31II(+<=tuo1oaDFbmzBq zxpSY)QSni}+A_@D4+x7`1^B9FRUY}Aa*>1CMdhyCV)ITJ8Sf1JAwMw5kk)#jM19{$ zD+(9%=|mpGB=g$Ex6qtJW?J@kqY?Q1eNd|g!(@0!@N0tkotLwszw}^p^PJ8*LbjGb zI!d%Fvv8(?KUMs`^IMy;W1{f5P~r&1nId@qA*Oj@5r(E*U}U7`IyqUqYrgP<7B>6C z;M)(ww*Kdz3_ZYYQ#k|zVz_#_c^N-*_bRm)AtC^wHw(wH_3<2!jEm zgintyoD5U?q46@F#Sx@rkQ-_D15#g$$RRsm@B)QBdTfs&i@Rq zBbznE=UTXWC-43~IDHZF$<{CvAh-5IE;4S43ZtM|112^_BCh_V&UZsWQjuP8V;KhCH8f(swqAd zcaV<&+BW8k%8cw|HlbdWT&rFIrCyhY!X;o+h|t{sC!dTDvKEvmQVW=GFY`O zPeQMSS;u{CnlVeAd0b0v?$N$OR+r^6zKKeai3)?qkA=c{55qBO)YOMG>- z^A+-*IA3b=G<@{R*U?OoAFHq0y}Z45gmK_K{bSWh2u-5PW_z8M?Xpu0!}v?~Zo{9Q zApB>>GFP^B@L%~aj7TXc+CK0e#CE07YAd`|qLnqotNE-&6;;^eNdz$z>-8IjK#z-w z+$cd$v5sK7NO4tLcW`@QviY+)SL>QFO*mZGF@&fVd(@oR-wT#0kew-z(}?U=IeAYP zb8zizj<7q#rj?7eHQVV}4@!<99^JjDilLCAQ(==7JfOQMM7+dTp zXq?mVsuDum+m3V$!OU3PJm};^AAAX);oA$4lIMVioi~{ zmkd(In_WxE0;3~?W-8U)oc40N6%OlA8=DTaOY~%XC%950srE&kkJU#GaPR&2J0$jy zHrr+M$WQ`eiED#I$7`0ad;(lCMm&8z1D(FUun%hxnE%$`!Nll4o~J%w(uMA}MIIUz z>~gTLm-8SE&gVfK>Lq5~w7Q)$#K}$!Pi6aCo`U9&6eb73ju@>m z2s|?%q|r{UvN50xV|;#^nD3pA)qC}DAJ}+Lg2<%okCA@sGPe`O> zq2oSX+U?W!3Nq?xiG{WRBwAvJo9*^dl?`Sx@o zooReGh4DLlA%;sB%S)06@f$=hC@vPNB9l{dCS$Mv1}_W1wCGbuAwi9}nUXQ!ex$P0D@&ae3b`E;20e1( zjrs#xSt0C3GOX+5n#OPP%<|vaLlNOqT1y4p-m4;>dAuhLEj3laPzf83+A`UcLH~|C zaZ(^|9X%W98ML;wYj$)hK@XnAM%HNI34Ti2Y|*HxhFQh$^@3kvK5yRT7OXi{UW(0X zNZ-puLcziYuoCTvq5x%!yy@%xItnoB^s#To*#6rRTSSgBd)?E~7r@hIjdqGg)5@K$ z8=a={M^f96EMy$J^5Nd)lKzOcii$9x%Qs*W-YkU^nI74kTRZt;=(_$I|A1KjOncCR zVj}t7@H;O(uNO`j%;QsRJj9MXTg*wrHk)qU_WTovBG6@xK)1l<&9}u`o`B9Gl+Dtd z>lN@Qm<-F2wx&KJE77J@Ruo^+>g7Y?LtVZ%;=PDR$B9N!YG}FTtvM#+b}=f~dRrd% zr8@CH#{X#egcC5_iKT}W8U7OvTfaB4;(2u#b?9@mxw$N z82vvAzo;>aC1uN`-XV7*I7HS>To%dyHQ-_i&>rJ!;zLW23|Gp>n-87z=D|3Im`#8=~OP|utKgw83sIQ>UyZgHIMw{>t`m~R| zFq2}j$y}ZFYdL|?hAaWRMZA9kyf~GEa$s=smfSg(ZkqLhuGF2hNM;XJHQiOSMSqG- znKdwol8~W;;R;#erQ>Vq<`(OK}O^rcC4LYmho-_x`y5BqSxD?I*yUj8Rcg!WyBB z)vP0{#?%#ug=|J;jGArj*J!+J2Q7QVotKg)bjfcHQGWFa)9ZFF&q{G#;gcbH0dj%K zs|x!OzUAHJ@T7p}*>&S}PluWRS01Ni^k16^d%XU z?HCp3|B}o6*zUA-ypMqL4P|>{yE*w-qD#g>=t*?j+{_&t+nA3@mDcmKABgEHC{pdr z=`4R^fz!ho6&sfpI0MPG|67!I2mTagA6 zN+o<&S7@JA=CsQ9QL9dKb`@Qf?}SVNWH>bcIQQ#)D1ZbHOtoe}1KzkPuP5#Q%TcS1 zB(1EB7lKXx4B>$X*8%YRzyNAKRYDFtZg9!`&f&l@pj~YxBhp%xbbwE#o}43+lI`a4 zi+{bpO}t84>`=v+Axd8@kMKAlST6PcMusPKp;u4YRe27|Lrp;)=n=Sjv>W}qk~mc% z)s5d{b!Fc#VA2oY@`Y&xY30SRE&U|^Yv(98KKGS_{m4z9VV4_>x~@99jW_o1E~s>d ztPM5CSkdK>1Kop_dm6BvoA&T`UdiN3y%k~=y5@zx*X#+mhBtjxA=9t8YJRI+ojTXQ zxZafGXVekgotu$rD|jn;v2n>?Gv3+)|5)PVeO)^P*#zN7;cJSKW4mcJoz05Zp}Uhd zIfVj+n}FvU7({6$TQh6(b?x;s7*atCz~XtoCH(YE#sK3M4qQZ+7;vnTMF!vBdo?_@ zqtP$@8SYnQy4kr_ED~;_Fl*w(LL~e7EA1bVIL}Njf&Z&hb=*m<;Jd38lBR0`H2TEGa@nq)!GUofa9C-C^`dtayn39hfN@7Wa! zH&LRO1iWUkX=#emp|`nGl9GTys2l6)9US~RmMycsv4KZSECozy2dBD_#DRcT;#1Zb zvwzP!QkYoyUhm<=^`d2ytzy*5r00g5S)lrRn!9?FIDv7TJWAM+N71$IXdIA6T4|taW z$prdGfF}s<*@@H9fe6gd!21oy$H#~Cu#)X*U|_K5eWeH2e7nme$Dq0)`~%W&T8WoN zsOX{0f1-8rT2{Eb{JU}TAfK#X0i1Z4pOLKnPLF}jqQEY>J*)wLnM@?#?CpyF%FCn( zE%KJc>_)m>x2cr`o?$z)^%O2_tNT2^8Mqo@S7B|dFMof1VdafJO0d0IKj#W2G^rTO zVsF`lIKF!z8Bk#EFy~n0qisME9wkPbRcSNbkg6HvRVs1{xqR4Lo%&(h-_tP~@UHY-dsD}b zat$h;J{|~2c!z{hd6jSKx^+3iIeHoUX*yy=C6!VByMe@`tMe(B96%>QH4BB>l1mRY+;cdEN<$HSBg(!MmTBm z1TDc@_LaTNL!INJl}_D}U^ils{ncjC{%g)XJ0_}vMRu+&c;U4-D)d+IKx}qpYxnAR zWsK0`BfG7YSHS3j zD!W%r+V8)#^Gv59lav*?AyRO!?0+K4W{Yz65Lrv{Y8!3R^Rq+a-)M5IU6F#Yw0k$1 zXKkl58(5v8EJB+&1&PWU`telsgfo7nV0M47=3X!^`~G#5n3^Wch)Cn(4~s@0wnL-W zrKLV82V2!=ZqOe0;yp{Gdd)}PcB}y*q#og*PI|`AiBYP1Qh%c$dxXWR3DvUYhO}Al z0>FxmGNUka9kaP)IHIQ(c+OQr9)$T8K^9&Ud$bg`H?_>42z+Es4Z|3RgRx>~K#bg} z7iw-*Yh7PrINOO*ELc+wp+tR>PRkd1U)PVmKK^p{+lvhEmEIoQIUHRCn9G0KP1@w8 z&Tz$*vkV`%GO@b~&&p;S_Sn9;a+#yqVNkWQ_!70TxaIeWf40{6c^b=`YM)GNA;p{M z68FgdP{(vz((gSarUqPb+`XXQD~d80+*O74F={{^jS-B@Uyg)IK1QNlU_Pi`jpqi+ zH`X7jE10A%?^G+Ed4+5hZ0HXt45z<7XT=p#O8NM+QSzYWD|>$BC)Otm?)>;;Ko-oF z4td$$Gft4_Di}6mYe)V9Rd)M_j&1d$(n*);^lUVA1@TAwx4cjn_DMdd#*azms&J>@ zj}!W{*{42B2D2UxjkizS+EuC*O~mQ|;7pAl+-e#{Bz^>KE&||YinppO&Zkve=#SbL z+ERF^t<4GN!?P@;X6(PA&UDRy*l}WiLftJK%m6QM{(Ab4V4vq7!uJuAZN)c+%Q)vn zQv@Nq&737tFC~I~i;-%*GMeU#P1Nrk{m_4O9CbXF$K1T)dX2FdsUEQ*`7%%Z@xOO; z;*S>2(;AERZ$IQU{~A))yXUT#HJC%6ZZ&NoyfC~H|DsuC>|6U4bVNN{ z_XxD!d?s#*N{f1u@RIz10`)5~)Vs-_lA5Qm7x>ZqBZo50x_49ekZ))`c}1ij9y^!Z zWG3vZSLM+wu(#Z*2B4VMLUCxNXaYh|bQi&-cl>T*4W$#4XQuI2mCmQB<)+)w}tuRw!xUrRpmQe$)a^)pOP_|0y>R&i&hEFQV7HM6T4o z6^4Ek`~@p|9KP(iN@~;1uO58ARoK+|>6GefHHU!Ku`RAtXowblR|v)M%FmKi2aWzl z$%$gjRiq!nJ!#UfG2GRH$VHl0kH}UM(m|lU?Jgm<-GuA#-c2(8;E!F%IJp}BUG65WB8CfoOL7>NFSF32EJvt*Mx>>!w+e!v{}8%If}V zeZBlvHDG^A#(haJkFhIM*zNh(hn>}w6KYd)zZO$2Tg3|WkwqD2ybJ4sA^Vdfq(yo4 z-d$F~UxVnuFRMsR`^lsukyUeVYtscM;{*C0ugzqdAzg%d{_Ltv2^Hyd zQcb}_e!fJQ#OiKt+$te|V7u^(@~kP!jw!?*Nf%>N+LEHQOr;&p`4$1&pqoqN7j=Y;z#I0j!!K#PX-FrXNQ%X^ z2@c5>$~^57@*=gZH4?a;5~vBI8gcSkf?92G&wlQXjq!;nbI_G)7&Fw_FVBEw;$I&i z^|!v&{9Juc0S3`%cx`Y^icc(dsO&r%NrGUA*h;VFT(vAQq=}rLBSQXlpDb65 z_SogvI)^oRs-fwdeLZ?cb{b5%C-+=dv=FgaG>Xw9;79T!auqR-t)bnV^AMaSTy!q90Ih}JZf)f~W3Ns(yWh_w z*2dqF&G%#tQqp&`1&dsX=#oQ*L}k^(hhFSrs}l!_6MT8H+#TWqUV(aoMlyrl?&E@M z_}!$wHgRWqUzS z=p~jEJ2rEK!PnxOymxDA^h)LwBD|+7eE%Ybk)i5c{L|qzo9dN(PPvb9bK{=uY~bH# zRsg_f^qESTd&HLN5fAii8ztAm61?U8Qd2?o5Tc$XdyJ4<#hHfiq>eT{XMylfs)IhS zAioS0ANw7lsac)c?Xu+ht3&w$FD}sNM_6#BnyjLg3qI`nuRTDB;<5}baImRu5N?X| zX#hoJ)_IEO^kT1F)jBm3V0?rH#1p&5E;H$wac5T6m#Z3}DH9ox6Z-mB9DX)__jv<8 z`CEE82E+z`wG*i61M}^WxuBrkAP%yBQ?5GiPJq%CkVif6_m*h19`TZ=#0R)@W3bf^cCWPKGn1MYUR1($lS1h|PI^ zX|Mgk74)-_joyI5xUqZ(OY-mQwuMpGtb$K-U(l#Kox#Zh@MT}H6}kIS)lhZ2km{66 zHK9{W(Eng%7WjkrKET;*vfN|@A21lzu6)n^@_-sO0p!A2clUde1ye5Xtiqn$C^0m9 z7JRDsUK93{Bkm`Lf1KYn>l2NAx}JnpMj484rl%u!&QX<()f%*O@B zR?)Dkz=#{-=SkbS%XOqXKx?A)JhK^g{aRIro7o)$S0KU=5%#y8tD3=PW6pc&bS`MA zmSvUa7nWA{fwN7Gt2?-t46s9ev0nAL_wCCs4(vZvYB_pfu>|OFJo(*#>Bix==H`D? zL!&NNv%T?I0i2&vNY5Beeo)f@o>=H7+C7o}HlwOzSZe7u z0Zgi09L;{<2i$)l@@DVL*}hUfL9W<5e}lIW#48|VfB&b!sp_JbA^VwlHmJJte@|n_ z1T*`4R5qpILW1+Z79SyOepJujw9ntyruurmamZ$|y%e+fqv=2|99L}mV?1_DW8(*4 z?&t#e0yN^o#l^+pQc@~vXlU&8XccQHqzTDuYis9BIP>3e0erJIQ$5_TjYHkZ0{!G_ z*wx)#@pXVGJUkpUsjbv)rLHwyEz;7`A_lazKKCQb$zeWwQQs)00ze(T$)e{z3i{&2677T zb7kO{?*yF|QdU;Xz#NbZ)MRt6L}9^HeS^omB%GFD@G8p^bQRHWj#(v5-6_% zu7@T7D8Cl;cv)QSrFe5Ez682c-D>+fHoQH+VkuVNAwp{%$q=u5xSYE=@_CY#kdWB9 zVdl zf?%vyq2IrE_VpER>`(pg z+;SwEp1|W45Bglh}H)J!MG( z1F~q!od0iw)9qPN)}B%h>L~Q*u&cMiR@snK{zBXH>m?-OseprfRb_SB!3860E~f1V4maEy0w_A$Ouk!%?$imki zM^i|(D0T(`cl*yvUF|=hWM%=p^B8gGUIB{*g#2v7YY;nB3eWj*Jsn-0wi@7c61weEJD@gW7i3cF8IVUNu3t(~kfD{bCS@0p!sAuk?XszY|>^>T+^V5(iByDk`2= zlTo?a>{OH2CnNVE+5&0Np8uJds7M3aBrBRVy1cxsa6w>%AM- zzOJcx_vrM#;twfJj?%k!^?)e^9Z~(r2A2c_Q{QcwrKP1EgEBHQT@c=Y3DBPF6Xfgi zZ@hAFYN`aRGoB2NMjB*FsH=;anwmmTy7Y4{t;zA9#>VqK|Aa@Gb?L)Br1ra%Ygu{l zDi_zgkMspi*`@8N z+f%wQEv~_#uAzac22IsZxzzUvO&8r5IXsR03$F61&a$StMReg_ctA2&{k zAq&M1-RS)C#c1Sj49vmxN-<15;yu(7uIBfX7!W`kT0s-7v$VL7Z=SQu>~WCS*MG;$R`Bs}-po^m zCn)<)O4B=hHh{>%aTdz+p^wZE@aW&A>&AGpiNuTM_DS#P(bd76JQdB&Q7|}p?AWvo zu^|kD4@5ZB2zwZd{;(hsR`Hg0b#(7eK*~w&= zwkMQFRwaMqg$Qj3P2zXT6W0zMRQb&+-uF%OtSE#MN2GQjwpslMuz)85n2`2(O}5$% zTc&yIGY<)r>zBk5jx|U$4i>C#DAr4u`^67{r9%xl@LBKCY)%@55gH*tUk3 z=JN3{=FKDkC`f|d%%s2yhr+#h3L!`#eTZxwJVi2r4*JHzylh=^a`IYXc@Fd@EHaTNVXDye>gx}1U|B3-;h6)>%;D3Nb){9pPhq$89vsWjYYHff}?ykAL z1MF2ohJtIwS^3zFpgM|+i=#A5^u}159MvzK|ITgASlI93;QEo3JrS$HjZ90E?84LRvIP26SFJMd3jjDm`f}D1r`RVT4&aDN|_!J9@iSd>}a^J$d zumJ=y+xhA7--Lt;{AWB(axIR*KjShIpGZAOi$$p+yfwtX7ifT<&Ez^q>Ug3amP+aJ zcgc4d`l$d9il6->#>U*?$x)BefQfLZs3NbMo12`~%YV|2MF6^hf_4D3J{=vMOL%&n z!kTiM{1f<|*gC@VyD#_eL|;Sd=|YG3snR7vy@s%1tZIWb$#|mcgx2+ljt&>dw(4Ob z`)yha>>pV?zuVq!LF{zkEz$xzA3ULW#2j)*@U4m5(Pz+v0@|RayZat&9HH33Y66ta zdn!IVG4MQ#VeL@c)7!6KA6B33mjL^*qT)LD>C!+om~*_G8!5)DGU&%3yAVt{QC}A> zZf>F)X-d)V>FbMr#Q;6af1*KglSbgCAmZSI3kc|7$=(TtT!;7_RtB1&QeMJmpunk5 z(nx~*pMU-ODtP>8J2>?Dux*&;G5{Q)Z{xOL#kV8lm3$hK&~2iD#C&ojD@J&xsPYAu z#%%!O$fL-0PwCR)0mxMDr=?wkoy|Iaeoa)PB*x+lPYKO9wn($~p?zI+I=xxY$5PM5HUE+SJPCon@NW?Vsx- zTu&A6ThPsR_w>9*4Rh>xv43IqM%&aWyx$Ei(PEw)S4YxRlgX45H2mv|iddu~smyp&GiIH9S1_1FZD+%U=^9GC~=t)uomkj*!xCdG58N_~Nh) z_E2@UKh=BqW7M-}N*71k-;8(H46yUI5X}to(jJ&Eo&MUstH1viJeOd|KpNlGt4bh) zqLv{auYmw94>d3u(l-e_2Y(L?s& z0OSR@MuVBvIvg=*Z%Y{r6rCD~o`{1JjG`b4@C5lB{syvf0_!SB-oI z{d)&&XTUTy%Ck}3R8jv~=19mRC&!V+RQ5yB>#Yx_~KS&0P%u@}J( zaBy(E&CnMm8)cAbiyu&~-MmTa9>0J{Nq@;G9OHNSagj4_+dZR zSxz3tr#>Bo7(rYMtNSbA(o1z|e!^^5^v?a=d5_Xo8Xbgi8O=W(Ed~BD(N-2{LMVyi zva;FUA0iN(NL*BEP>w0?US5?p`DbZybry%PbV%n6bei<+5l9@yCMH&pi>B13qb4Ro zV9-(^fHkzR(8J$gOp?yL*U;xlwK{;12oqIwc>lnVBr29-d3Lk;EVHDfjq zx3&rc1ROcS2|y2qEiOUe=e3PW&8uh5kNd^LzDuR9wyiA=$2a)e=vqtQA_N5lOCl4H zgck*z!CSJ-J32aW?b(~vTR?p^eHETtT89qd4758SY<_+oFm4APS;XB4wKcvX;E`_W zO*mt~J?*pm?ijWZF5Zkzo{UxVqhbG6LB?oz{yg!-NKLgJ@U}r_z|Nw{iK(QdMCpXH zhk*faRaKQ~2@RiAv^Wl>-vG}kqy&7LLPhp-;amv6Hi!je7dkxY^crVcL~QKoS>KuI zX>_IBSv9(c2lPlLvFjHg@iAH!xbVXiKw$>0g}gn&KP^p?LL4+aJj5Z0eEz& z4%sd#nKoH*5BU}xd}x5Gbs93iNnbUuzWOfoS(};fy?CXVz>cCK1uRQ$Rxb+iv**v( zZQ4Zkl!C-mQdW+d<3+h7s%)_BgIOVo#l;5@Jwe~5c-O2c2gHM{fpRw@VhtBpMO|HX zQ8ijJ{6EZc&4GwQ@nMviFK8)tpI%-@_=ZPEa}u~fL4lQ9NJLS$$v0cg!?RsOV@r0k z4uTGA)%)?Uit_U0$!#0?`ODB+mo@8qUj8`J%a)drS%WebQ z3fRo}gao{zRvvpFEbVB{EoCT~hz}e}Q2xBAa`JNvDfu^eEcSF70c_P zRFjpg>&6E8`T2y1t~xhVNIEOhn7}dOG=Lqd{Z!(28A{ea+MetNpzKM#t^Ng0Kg2o( zgoV!T?n=MW5`u~0T(y&(BFSJZu{?0<%!s`BG*o!s4Oj()qWGa{ZA9a#LM@x_i8xLW zQSd6h3^Xxf)&>xXfDlGkKAFqbPHl2uT9_gLi1ql~A&QNS4MB@UJ&9h9BlO!RE@yTL zaf49*6^AMUi|~~NAmThQ`tlG09rux6G4GHyRfFji>ApZ3sC2&rqQfR_84Tk5$I4g5 zs|WmzTE1@cW_{S+07h+hw&?mnS{YH1iMPQ7{Z_OdlGsy?eUjk-oc@==yn&5@y#xBbjk;Kvh zaD1$SoB9@uL+}w}Y0etZCbw92xBw*-V~A>WIHEzp3d2^VbY*9hsZ}y?IXZO{)=oy2taU?3)DFr1(cXSHIPQ53OFsgnVIQzHb2LXU)9k7OwU`IJ0JADln)6ot0O7MNOV%AnGn6n7wATB-Yz`ltdCD7vSOan~%MgKE z-9h9Fh$}%s6dZcW0kMcf8f3wl_|Pw&6tUImM`v8A zAD+zQ#V;&PHpe)`48|cU3A}}^dNFdAKy@oRu?&~|`~(FAuC_Wm;6neNo|Ny@h^5K} z4cT5}jr`89%3;{4FKp4kXIcs{#W93D&}DARIAeJ>sLWWPXcF u{7fvYYwzUf!L0U_*sqbq|1+>%;_G{JNoqJkH57illw;ZkhjX>gUi}Xab8b}t 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 ce48bb3bd..c5eca82bf 100644 --- a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -233,19 +233,19 @@ We can now run the decorated function above. Pass `print_data=True` to see the p vector-add-performance: size Triton Torch 0 4096.0 9.600000 9.600000 - 1 8192.0 15.999999 15.999999 + 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 63.999998 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 - 6 262144.0 384.000001 384.000001 + 6 262144.0 384.000001 341.333321 7 524288.0 472.615390 472.615390 8 1048576.0 614.400016 614.400016 9 2097152.0 722.823517 722.823517 10 4194304.0 780.190482 780.190482 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 - 13 33554432.0 842.004273 843.811163 + 13 33554432.0 842.004273 842.004273 14 67108864.0 847.448255 848.362445 15 134217728.0 849.737435 850.656574 @@ -255,7 +255,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 1 minutes 44.974 seconds) + **Total running time of the script:** ( 1 minutes 44.131 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 74daa423d..da9efca04 100644 --- a/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -279,16 +279,16 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t softmax-performance: N Triton Torch (native) Torch (jit) 0 256.0 546.133347 546.133347 188.321838 - 1 384.0 614.400016 585.142862 153.600004 + 1 384.0 614.400016 585.142862 151.703707 2 512.0 655.360017 606.814814 154.566038 3 640.0 706.206879 640.000002 160.000000 - 4 768.0 722.823517 664.216187 162.754967 + 4 768.0 722.823517 664.216187 163.839992 .. ... ... ... ... - 93 12160.0 812.359066 406.179533 198.733401 - 94 12288.0 812.429770 415.661740 198.995960 - 95 12416.0 812.498981 412.149375 198.655991 - 96 12544.0 810.925276 412.546756 198.864492 - 97 12672.0 811.007961 412.097543 198.971549 + 93 12160.0 812.359066 405.333344 198.936606 + 94 12288.0 812.429770 415.222812 199.096718 + 95 12416.0 812.498981 411.722274 198.904612 + 96 12544.0 810.925276 412.971190 199.012395 + 97 12672.0 811.007961 412.097543 199.167004 [98 rows x 4 columns] @@ -306,7 +306,7 @@ In the above plot, we can see that: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 3 minutes 30.087 seconds) + **Total running time of the script:** ( 3 minutes 32.289 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 b356e0923..a205d64f7 100644 --- a/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt +++ b/master/_sources/getting-started/tutorials/03-matrix-multiplication.rst.txt @@ -459,37 +459,37 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we matmul-performance: M cuBLAS ... Triton Triton (+ LeakyReLU) - 0 256.0 2.978909 ... 2.978909 2.978909 - 1 384.0 7.372800 ... 8.507077 7.899428 - 2 512.0 14.563555 ... 16.384000 15.420235 + 0 256.0 2.730667 ... 3.276800 2.978909 + 1 384.0 7.372800 ... 8.507077 8.507077 + 2 512.0 14.563555 ... 16.384000 16.384000 3 640.0 22.260869 ... 24.380953 24.380953 4 768.0 32.768000 ... 35.389441 34.028308 - 5 896.0 39.025776 ... 40.140799 39.025776 + 5 896.0 37.971025 ... 40.140799 39.025776 6 1024.0 49.932191 ... 53.773130 52.428801 7 1152.0 45.242181 ... 48.161033 47.396572 8 1280.0 51.200001 ... 57.690139 57.690139 9 1408.0 64.138541 ... 69.009825 68.147202 10 1536.0 80.430545 ... 81.355034 79.526831 - 11 1664.0 63.372618 ... 63.822072 62.492442 - 12 1792.0 72.983276 ... 73.943582 59.625589 - 13 1920.0 69.467336 ... 71.626943 71.257735 + 11 1664.0 62.929456 ... 63.372618 62.492442 + 12 1792.0 72.512412 ... 73.460287 59.467852 + 13 1920.0 69.120002 ... 71.257735 71.257735 14 2048.0 73.908442 ... 78.398206 77.314362 - 15 2176.0 83.155572 ... 87.304326 85.998493 + 15 2176.0 83.500614 ... 87.494120 85.998493 16 2304.0 68.446623 ... 78.064941 77.307030 - 17 2432.0 71.305746 ... 86.179335 85.653855 - 18 2560.0 77.833728 ... 82.956960 81.715711 - 19 2688.0 83.369354 ... 90.102270 89.464755 - 20 2816.0 80.099554 ... 84.687779 83.873477 - 21 2944.0 82.237674 ... 83.337844 82.102191 - 22 3072.0 81.589488 ... 89.877939 88.335577 - 23 3200.0 84.210524 ... 95.808380 93.841640 - 24 3328.0 84.003845 ... 85.398926 84.895397 - 25 3456.0 81.766291 ... 92.033756 91.200871 - 26 3584.0 86.125852 ... 92.220917 94.647779 - 27 3712.0 85.309435 ... 89.035062 82.287760 - 28 3840.0 84.485870 ... 92.817458 88.686451 - 29 3968.0 92.372393 ... 85.033178 90.724116 - 30 4096.0 86.202781 ... 92.820009 88.563330 + 17 2432.0 71.305746 ... 86.444504 83.614477 + 18 2560.0 77.833728 ... 82.747477 80.908642 + 19 2688.0 83.369354 ... 90.316801 89.359378 + 20 2816.0 80.026067 ... 83.712490 83.074685 + 21 2944.0 82.102191 ... 83.337844 82.784108 + 22 3072.0 81.707223 ... 89.735509 88.335577 + 23 3200.0 84.880639 ... 96.676741 95.665176 + 24 3328.0 83.130825 ... 84.596116 84.496824 + 25 3456.0 82.266905 ... 91.928814 91.200871 + 26 3584.0 83.101104 ... 93.224874 90.367227 + 27 3712.0 85.019017 ... 89.194055 82.287760 + 28 3840.0 84.550462 ... 91.587578 84.582788 + 29 3968.0 87.850207 ... 85.690965 90.054568 + 30 4096.0 86.370931 ... 85.981029 91.867031 [31 rows x 5 columns] @@ -499,7 +499,7 @@ We can now compare the performance of our kernel against that of cuBLAS. Here we .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 6 minutes 33.939 seconds) + **Total running time of the script:** ( 6 minutes 36.792 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.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 59fa0250d..2e4f353ac 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: N Triton Torch Apex - 0 1024.0 585.142849 277.694907 468.114273 + 0 1024.0 585.142849 277.694907 481.882344 1 1536.0 630.153868 323.368435 511.999982 - 2 2048.0 682.666643 334.367358 520.126988 - 3 2560.0 694.237267 365.714281 512.000013 - 4 3072.0 712.347810 378.092307 496.484863 - 5 3584.0 725.873439 384.859062 448.000001 - 6 4096.0 728.177767 381.023256 455.111095 - 7 4608.0 670.254540 394.267384 426.173427 - 8 5120.0 688.403381 397.669909 422.268057 - 9 5632.0 704.000002 395.228063 415.262685 - 10 6144.0 697.191505 402.885254 409.600010 - 11 6656.0 705.271522 400.360920 400.360920 - 12 7168.0 690.891575 396.844306 387.459443 - 13 7680.0 678.895043 393.846167 386.415087 - 14 8192.0 636.271854 393.609605 371.308771 - 15 8704.0 627.315309 389.005597 380.502740 + 2 2048.0 668.734716 337.814445 520.126988 + 3 2560.0 694.237267 362.477870 518.481028 + 4 3072.0 712.347810 378.092307 506.721668 + 5 3584.0 725.873439 384.859062 455.111115 + 6 4096.0 736.359542 381.023256 455.111095 + 7 4608.0 670.254540 396.387087 426.173427 + 8 5120.0 688.403381 397.669909 426.666652 + 9 5632.0 704.000002 396.969169 411.470331 + 10 6144.0 702.171410 402.885254 411.313806 + 11 6656.0 700.631610 400.360920 400.360920 + 12 7168.0 690.891575 388.772874 384.859062 + 13 7680.0 678.895043 392.587863 386.415087 + 14 8192.0 633.198054 393.609605 377.729113 + 15 8704.0 624.502255 390.095225 380.502740 16 9216.0 606.814809 407.337026 383.999986 - 17 9728.0 587.350922 409.599987 383.369452 - 18 10240.0 564.965524 408.578556 382.803739 - 19 10752.0 547.872604 411.559798 381.445676 - 20 11264.0 533.207081 406.826188 373.134567 - 21 11776.0 520.486200 409.599991 377.587162 - 22 12288.0 513.336807 413.911572 383.251457 - 23 12800.0 504.433489 410.420828 376.470582 - 24 13312.0 494.180982 405.699062 376.976995 - 25 13824.0 482.934503 411.888257 379.389355 - 26 14336.0 471.967074 406.695045 374.185964 - 27 14848.0 461.297068 408.192434 375.304904 - 28 15360.0 454.269882 406.214870 378.092307 - 29 15872.0 447.887117 406.974373 376.225175 + 17 9728.0 587.350922 409.599987 382.427505 + 18 10240.0 564.965524 409.600010 382.803739 + 19 10752.0 547.872604 411.559798 380.601764 + 20 11264.0 531.634232 403.185684 371.595879 + 21 11776.0 520.486200 410.492372 377.587162 + 22 12288.0 514.680630 413.911572 382.505826 + 23 12800.0 504.433489 410.420828 377.163903 + 24 13312.0 494.180982 407.250459 377.645399 + 25 13824.0 481.882350 411.888257 379.389355 + 26 14336.0 471.967074 403.830973 372.969090 + 27 14848.0 460.403127 406.794504 375.304904 + 28 15360.0 454.269882 406.214870 377.511515 + 29 15872.0 447.098578 408.282944 376.225175 @@ -393,7 +393,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 5 minutes 35.450 seconds) + **Total running time of the script:** ( 5 minutes 38.038 seconds) .. _sphx_glr_download_getting-started_tutorials_05-layer-norm.py: diff --git a/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt b/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt index ccacba688..d78c6a14f 100644 --- a/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt +++ b/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt @@ -390,7 +390,7 @@ This is a Triton implementation of the Flash Attention algorithm .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.075 seconds) + **Total running time of the script:** ( 0 minutes 0.073 seconds) .. _sphx_glr_download_getting-started_tutorials_06-fused-attention.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 5cd3c300a..046cfc3b2 100644 --- a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,18 +5,18 @@ Computation times ================= -**17:24.547** total execution time for **getting-started_tutorials** files: +**17:31.345** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:33.939 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:36.792 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:35.450 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:38.038 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:30.087 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:32.289 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:44.974 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:44.131 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) | 00:00.075 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) | 00:00.073 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ | :ref:`sphx_glr_getting-started_tutorials_04-low-memory-dropout.py` (``04-low-memory-dropout.py``) | 00:00.012 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index 8f2ec281e..6c78b50d9 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -325,24 +325,24 @@ for different problem sizes.

vector-add-performance:
            size      Triton       Torch
 0        4096.0    9.600000    9.600000
-1        8192.0   15.999999   15.999999
+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   63.999998
 4       65536.0  127.999995  127.999995
 5      131072.0  219.428568  219.428568
-6      262144.0  384.000001  384.000001
+6      262144.0  384.000001  341.333321
 7      524288.0  472.615390  472.615390
 8     1048576.0  614.400016  614.400016
 9     2097152.0  722.823517  722.823517
 10    4194304.0  780.190482  780.190482
 11    8388608.0  812.429770  812.429770
 12   16777216.0  833.084721  833.084721
-13   33554432.0  842.004273  843.811163
+13   33554432.0  842.004273  842.004273
 14   67108864.0  847.448255  848.362445
 15  134217728.0  849.737435  850.656574
 
-

Total running time of the script: ( 1 minutes 44.974 seconds)

+

Total running time of the script: ( 1 minutes 44.131 seconds)