From 73ee4b1d0d80e155932645edd28aedc37add6032 Mon Sep 17 00:00:00 2001 From: Philippe Tillet Date: Sat, 6 Aug 2022 00:49:10 +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 37415 -> 37415 bytes .../tutorials/07-libdevice-function.doctree | Bin 22463 -> 22463 bytes .../getting-started/tutorials/index.doctree | Bin 19309 -> 19309 bytes .../tutorials/sg_execution_times.doctree | Bin 12419 -> 12419 bytes master/.doctrees/index.doctree | Bin 9700 -> 9700 bytes .../chapter-1/introduction.doctree | Bin 33772 -> 33772 bytes .../chapter-2/related-work.doctree | Bin 62848 -> 62848 bytes .../generated/triton.Config.doctree | Bin 13752 -> 13752 bytes .../generated/triton.autotune.doctree | Bin 14198 -> 14198 bytes .../generated/triton.heuristics.doctree | Bin 6493 -> 6493 bytes .../python-api/generated/triton.jit.doctree | Bin 8169 -> 8169 bytes .../generated/triton.language.arange.doctree | Bin 6630 -> 6630 bytes .../triton.language.atomic_add.doctree | Bin 8724 -> 8724 bytes .../triton.language.atomic_and.doctree | Bin 8820 -> 8820 bytes .../triton.language.atomic_cas.doctree | Bin 8361 -> 8361 bytes .../triton.language.atomic_max.doctree | Bin 8724 -> 8724 bytes .../triton.language.atomic_min.doctree | Bin 8724 -> 8724 bytes .../triton.language.atomic_or.doctree | Bin 8795 -> 8795 bytes .../triton.language.atomic_xchg.doctree | Bin 8797 -> 8797 bytes .../triton.language.atomic_xor.doctree | Bin 8820 -> 8820 bytes .../triton.language.broadcast_to.doctree | Bin 6799 -> 6799 bytes .../generated/triton.language.cos.doctree | Bin 5106 -> 5106 bytes .../generated/triton.language.dot.doctree | Bin 8383 -> 8383 bytes .../generated/triton.language.exp.doctree | Bin 5121 -> 5121 bytes .../generated/triton.language.load.doctree | Bin 12621 -> 12621 bytes .../generated/triton.language.log.doctree | Bin 5139 -> 5139 bytes .../generated/triton.language.max.doctree | Bin 5897 -> 5897 bytes .../generated/triton.language.maximum.doctree | Bin 6388 -> 6388 bytes .../generated/triton.language.min.doctree | Bin 5897 -> 5897 bytes .../generated/triton.language.minimum.doctree | Bin 6388 -> 6388 bytes .../triton.language.multiple_of.doctree | Bin 4752 -> 4752 bytes .../triton.language.num_programs.doctree | Bin 5533 -> 5533 bytes .../triton.language.program_id.doctree | Bin 5501 -> 5501 bytes .../generated/triton.language.rand.doctree | Bin 7371 -> 7371 bytes .../generated/triton.language.randint.doctree | Bin 8016 -> 8016 bytes .../triton.language.randint4x.doctree | Bin 7601 -> 7601 bytes .../generated/triton.language.randn.doctree | Bin 7413 -> 7413 bytes .../generated/triton.language.ravel.doctree | Bin 5120 -> 5120 bytes .../generated/triton.language.reshape.doctree | Bin 6156 -> 6156 bytes .../generated/triton.language.sigmoid.doctree | Bin 5138 -> 5138 bytes .../generated/triton.language.sin.doctree | Bin 5100 -> 5100 bytes .../generated/triton.language.softmax.doctree | Bin 6288 -> 6288 bytes .../generated/triton.language.sqrt.doctree | Bin 5133 -> 5133 bytes .../generated/triton.language.store.doctree | Bin 10311 -> 10311 bytes .../generated/triton.language.sum.doctree | Bin 5885 -> 5885 bytes .../generated/triton.language.where.doctree | Bin 9863 -> 9863 bytes .../generated/triton.language.zeros.doctree | Bin 6808 -> 6808 bytes .../triton.testing.Benchmark.doctree | Bin 28729 -> 28729 bytes .../generated/triton.testing.do_bench.doctree | Bin 11700 -> 11700 bytes .../triton.testing.perf_report.doctree | Bin 5731 -> 5731 bytes master/.doctrees/python-api/triton.doctree | Bin 7801 -> 7801 bytes .../python-api/triton.language.doctree | Bin 67411 -> 67411 bytes .../python-api/triton.testing.doctree | Bin 6830 -> 6830 bytes .../tutorials_jupyter.zip | Bin 76030 -> 76030 bytes .../tutorials_python.zip | Bin 63026 -> 63026 bytes master/_images/sphx_glr_01-vector-add_001.png | Bin 24004 -> 24952 bytes .../_images/sphx_glr_01-vector-add_thumb.png | Bin 15535 -> 15935 bytes .../_images/sphx_glr_02-fused-softmax_001.png | Bin 37308 -> 37248 bytes .../sphx_glr_02-fused-softmax_thumb.png | Bin 23896 -> 23779 bytes .../sphx_glr_03-matrix-multiplication_001.png | Bin 61362 -> 59951 bytes ...phx_glr_03-matrix-multiplication_thumb.png | Bin 34931 -> 33982 bytes master/_images/sphx_glr_05-layer-norm_001.png | Bin 36279 -> 36222 bytes .../_images/sphx_glr_05-layer-norm_thumb.png | Bin 22295 -> 22167 bytes .../tutorials/01-vector-add.rst.txt | 8 +-- .../tutorials/02-fused-softmax.rst.txt | 18 +++--- .../03-matrix-multiplication.rst.txt | 40 ++++++------ .../tutorials/04-low-memory-dropout.rst.txt | 2 +- .../tutorials/05-layer-norm.rst.txt | 56 ++++++++-------- .../tutorials/06-fused-attention.rst.txt | 2 +- .../tutorials/07-libdevice-function.rst.txt | 2 +- .../tutorials/sg_execution_times.rst.txt | 16 ++--- .../tutorials/01-vector-add.html | 8 +-- .../tutorials/02-fused-softmax.html | 18 +++--- .../tutorials/03-matrix-multiplication.html | 40 ++++++------ .../tutorials/04-low-memory-dropout.html | 2 +- .../tutorials/05-layer-norm.html | 56 ++++++++-------- .../tutorials/06-fused-attention.html | 2 +- .../tutorials/07-libdevice-function.html | 2 +- .../tutorials/sg_execution_times.html | 28 ++++---- 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 24408 -> 25474 bytes .../_images/sphx_glr_01-vector-add_thumb.png | Bin 15676 -> 15971 bytes .../_images/sphx_glr_02-fused-softmax_001.png | Bin 37833 -> 37963 bytes .../sphx_glr_02-fused-softmax_thumb.png | Bin 24070 -> 24126 bytes .../sphx_glr_03-matrix-multiplication_001.png | Bin 58841 -> 58003 bytes ...phx_glr_03-matrix-multiplication_thumb.png | Bin 33688 -> 33889 bytes v1.1.2/_images/sphx_glr_05-layer-norm_001.png | Bin 33000 -> 32718 bytes .../_images/sphx_glr_05-layer-norm_thumb.png | Bin 20940 -> 21056 bytes .../tutorials/01-vector-add.rst.txt | 6 +- .../tutorials/02-fused-softmax.rst.txt | 14 ++-- .../03-matrix-multiplication.rst.txt | 40 ++++++------ .../tutorials/04-low-memory-dropout.rst.txt | 2 +- .../tutorials/05-layer-norm.rst.txt | 60 +++++++++--------- .../tutorials/sg_execution_times.rst.txt | 12 ++-- .../tutorials/01-vector-add.html | 6 +- .../tutorials/02-fused-softmax.html | 14 ++-- .../tutorials/03-matrix-multiplication.html | 40 ++++++------ .../tutorials/04-low-memory-dropout.html | 2 +- .../tutorials/05-layer-norm.html | 60 +++++++++--------- .../tutorials/sg_execution_times.html | 12 ++-- v1.1.2/searchindex.js | 2 +- 167 files changed, 288 insertions(+), 288 deletions(-) diff --git a/master/.buildinfo b/master/.buildinfo index 04f252d01..b7e095dfc 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: f293410811a23e0582da8ef1fa35bfc6 +config: 4d6b85d7c9a7d93ae015e5e1fbc4850d tags: 645f666f9bcd5a90fca523b33c5a78b7 diff --git a/master/.doctrees/environment.pickle b/master/.doctrees/environment.pickle index 63f2bfd851c6138a18fe28af358999a441a687a7..4c69bf6dabed54fc59306753b81c7c01bea630ab 100644 GIT binary patch delta 9658 zcmai4X+V@m(zZATMnC~C1QcXOMG!%PsN8r92*{wIatbIkFd*Q4ph=93qK+2YZnDN} zH;2X;oh0ViL``-l8+SL^&AN#phjBG=&0$Q;v00CNRsD_w^XvQ5RZmrQb@$uv+x1Mt zfs?ueCw126y_eS4tun_iiN}1exLse*cVb%>yy)pf{&=Nt7>^7oJOE+1D=HLg#>Trh)|q8m zG9A8}nn5QIWI~Md(T#|w$;^Tn`O_?j!0xC)G9e#E$&Zp~#b+rR zoBNK#&9O%J#>!QAE;u&8u?tS{q%)Iz&O@~Z6D-Qwo$#AYxuV>OZkS3%t`psi{7Mu$ z(XDWQ(cnZs?A#)%oao0b{-WNAehTvzNj>Oa6GXKW-TvDtvBkik-+OqDV~XLAEI( zl~B9d`)=P+A!32k>HF*gA)Lt1lq=GmsNX~D#Zo8gAAUjP^q^NC7bYk2&wEzX^q?>O zMUxW+Y)TLl7`5}O*BuD6#3ZLP@R1}@;Y0%lyej7OpcC(i#ZEMES(V6eqCxH-h|C^j z-z%m%(cq4^M79$JS&xbN3Z?V#LwCF=<~p6hF@F+yP85<7B&Io0#4o2strHpjx^aI} zGEB!4sRlZp2I3c~W6?KxFhPH&#zE18t8057MH$90(ojLJBKL7DLsv<}av zhtd4_Tjmr2Qzp7~CgT3Sq4-l~h`Uu3V)m34Xu#K}jD{-J)~hy2wbckS#=;`iF60(H zXUAaq>=;N^C}3I)q$sW5%ou!rMhuiFR8RJaN{gr1N~K+$8Utq5pjhEf$`nIA7ATug zZ91mR90yBPo19+TntpY0zS9UfVa;Fv&eumzK+Dl7F5x`^5YnKBMP$@*5KHx1U1r^ z3s<0>X8hRV0IvMFf6+?p$~Iu!&jDOtJ@EJ~UwpPUPy^2Wss`FKjk=$KAw*mCHe(Chxa}6?XASfe-*5=~Ck_4t~c(}F}pD$6)KuoV|#SPW! znaJZqX}y!n0#PrrQPiqYF(X1 zQx)E$ZM^r9w>%aNgYalmF%}dUT_;eIIS!22)_Or&Ht2oA58EY@I#tcQg#TuVz;$N&WGZ9xjh)O70 zBEDlIQxfqjYfMLkpC>g;MMMZ|Ohd#N))uigku_!?VmfQgJcNlgW*wrEHD(;5i8W>$ zVm)ijG{iR6m}Rt!->}LQLp;eE(ThIf1=g5Zh&NedRw4eu8Z!!Ui8W>u;v3eONr>C5 zF^dp-9W~4##1Ph)J&2L4rLy(_YfKtMCToJJoXBI9*@7r#jhTX|XN_5cSj`$U1hIuR zW(Q&qYs?J95!RR$h?A@_ArNO+V=^HA#u^g=@eylG0>pLJm;i{Mb$!ZcBCL9PQNxvA z3}B6`z8Jw8S9}r68W($!${H7XksF7RS0Y0Eo3+M23byViF_iXxkPYZTzJ zUyQc7ZOH&dw(ZM1Sp=^vBY`K^4X|~t`X1!?2uMW#j>&Y8H_IRc7;T%@#sX^r_~bT& z?drN*2Woy~xUF(S4#JagwfwD2eiA z?;dUo*z7>I=0^lbqrXabLV5>KnkyZYhBPfr>edAsvOT%2#Gwt`Zgprc?C^9`v9`Zh zn;f?6-Hn=tJl|_LO+!ag_PF7q|0T+dM5@KdZ9M78 z{zpztWbwL<#!Qhs=c71$A1&fVyL2-;Mm%zQv%GGkEy#H(9#{*&oiAU2a$EH)L%?Nl z+sRk!91+p4y-N|dU)$`a_1JaxJ??QXQjZ(I)n2UI=NnPnG}=19KYso)++?4X*Kl7CZ%iq`8u3xCp+~x0o>rgJ%gWLzSA(Ohza)TQ^r}N!* z9DT=3hi)_K?;3IU$98=4*I9V*lYM)hC4b4McA4r)J*=1NzE?!^=WG5d-M%^w@_jVpFM|6z~M@ADdbqT7gjKex-4JO*rXOBL;qD$GHEP ziD3{$x^BeJzqS+0*!58(v5fT?(`Lk1ZrJ4jFQ5`kq~^U(&Rzj>hJBiVND`d+z+RFz$H|?6N8x z%qrGNR?6kf5nz;u-N25w?wX0IMD6te6MlHlC|7!r@p!v7!ZAhtLlqa5K)o;QBtg+<7fdb0lRXQRBKCu_%5HMSx;OR(j0qkP?m=Jdt@ zdJMB`M$4goV3JP_q}f>gC_Leixi{lk!UQh$B!mJmK@=hSQ=kD&Kfir%F*`+que)` ztUvu=W(vhDX@LB02qnMxqfyod(X^lMtL+|>rfT`94^4YQFxhtxB0JL|2X88uZG*|@ z9!lvVE}0#yslO~9M%iv(GRk*{k>~k;Yn>b%svIA`VwC&CC|~kC$0=D(JoATedPGC# zQ@;8UF8oeAbG(`c%BV=1U&i;w(}yAf-SF5qn#)1TYH{xk?bHL1rD=W>;f$N|eli(qHQW4DIIY=+XTX0o+vsT!p=k?eLYar^@pd*0)ND6$ zVXdaEDS&fs*m=H*DPa@lzOOd&bn1L~OuOUC_E4-a+g(w@Y){1pv-OG$5@IHp4T=Vm zU=Bzfm;e%D_D6!L9~qhVkzmqC-T5Ahe9ZPpFx4Z$JdXsEJQ9nT7?EUtM}o;631)UA znAVYCPDg?X9SLT0B$&yOU>Zk)IUETla3q+$kzndZf_WPWCT%2`v5{c9Mk1B(xJWWn zBfP3Qi z7YQO=!7Q0_kzl?>g2`64pQx2h3t=jhO4~w+hH`m{MV|Co1feiZMlJ$7)XHxcL1H^^ zg;jjut8Nk0##qHo7o_*=?Tc_h$u6kS1%2Z{yuDWOtqYpePs>@(TWA$Y_n|^5F6dzw z^oR=z3)0f?;;kaw1&we)5iV$l15M*Cw2GZh$mky~=sg!SaHuvQKW3{K638P6=SHfWuUW*}uMATvkCy}j*2Fp+mB1QJ|C zNbt!;f{O?VK4nO75h20jl4y{BTmoC6O6DzvX;3e_mclGZlAkPvBq9<)wNLLm3D;vI!PKy4=`A8J5a-o2XBYG&a*jOmclQ+g z`Svmzq(TmEAv8zUx6s=Dyo?61x6s4MkUp*C&XmQi)OD(Snnkw!Un`t~`SN%h^_eT( zmczpSeAv>n9?rLZ&8KcqHcDyzbRQ%(YJ_vE+g6>k1VR>TU5ojsDf`%_1>b& zy+u`fiz@aORqHLP)LT@gx2QsIQFY#;%DhG0$XHa3x2O_tQ5C*J6?luP?-nZW<$d~e zsPb-6)!m|syG7M@iz@9FRoN}7uv=7Jx2UpiQB~cdin>Kzq*zo%x2S?{QBS#p9`eAI zFc%u+l9e!l#BWzZJc)N#(%&8k0;i2ic? zdKgK+y?o?5tH4XA?#2cvuun@D{HR>(eJvOqThpAqDc~b`m;u zTV~LPxw0A}bn4P2J7Qj#*X8cR5_$t7U892R6_>KwO31OPjY@ zrmv$2b<1YziQr#j{b7ncu?|w{%lc*=&1r!gyPnp@3{F%z#}1&&VbA-sPnQSR!(^Ry z?WTp?T2ISYw{K0Fp@RMrE;BX&|F+8A026iU8g8X?>~Q)b&u*YB>ME|C?es_XT2IG> zC&{>Wa;iJIEm|jf0s(%l%Uas*FMEzW)J}=j9oatF18E8(! z>1%G^NGD#ld}SkKkhslJ>eB8B-ltGmxCugF?&;=Da1&stPYv(W=aH_?ney*j$zJ*}gzDJdIa9@n ztyHGdWsXaaRS zk9b~r5G>i-33;$Y=ChbB4|Y;FwQj8&Ejv7rS1kUZW+u*%5M{DxJJe7~d~G{zMWOs~ zJ1i%Ww*!U@d5^j%ulvbeG#J}xei{o{5* z&^YCPTJ!rgE^lb4Y+hbnN69&ar~Qobi8pzT(`4ID$k9Jec4jrx<=Z=My}We@%opX@Z>It(*MB;ukM0a{TU|=-Ay~adN=fw zCA*1^y&>1^h6LKH6T2abME7op$jJ+%^^W6aBsZzt%;07sH%Z(~2e)HvVOl~8q?)jgf#tO2b?9nx(FU}!rU&%)IZ^XiE>{T%+UYd z39og*Z2eIOOp}xMz*PM)C)~V;f{#03oxHGz#(mZagZ9!uCmnE!EZ++m`cqE$)LzJ@ am;MJ$WJt>Nvcp*_cS@K^5B~!RfBrug?f&}! delta 9794 zcma)Cdq9+B*5@D$jDQMWKtWMvKtxcy;RO&-K@kK5L`CExpzr`Q2zXbp%?p#Hg9m-= zVw$$rYLl*uC;#Mt=w%(tM8oW9bTCKzJH!`e&?L${=U!oz0b^n zlZFE)4fa#s>}ilaK`e%PM?oa|&lrMz zefqk$u^NIqy!#kDt1T6kYw=p|L3qA*D9-l|!T)$K?5;e#_b6;O`t>x#;v2>VJq`2! zzfE@z^AVw4UHZpF%Fsz*z?9L$aNpR0(mfR-WPJ*FV*i*3@5Ux;LuE(XI4p|}m;J2Z zCl8H+C^g9M$3rfZGA^uD20Y#`{?n#$|@?*KV~e(c!$X3co^^A z7NdL*kLfQLEQFyL8)KBQHQ;5aD_h&q7OVPb&I4cfwlSoSlGb`KNb5Kli!(+?U}?Em zuafEt{BGPh{C?a>d^XBk-c5lB>{sC-$L4^in!j34P~*jOON_lrnyfU4NW5KRkOxvA zM$OOAxT>zBEgIXWM`QBnvAxz>8%R!sk$7WTFxn^dfl)YO{7Cn*3M`HugSqh`=sm_C z!g%<`nO4j4>J=SrW=1|`tD3A$t1PreTzMpoE>hl}2u5^Ip_UQ{k|7k=#Rh2W8e0n< zc)fR^^hgCWo~!cU)r+R-#Te?UEgfy+wE-jqVzzgvGM8B@I@E)ro*4{?87a@vvLK{{ z;IO2D(7`Q4x>s9N&j&VwH?5vbiHB%UYXk3we|#{W8aJ`?$iy@5EeXBc+-9d-er52B z_B*3Qk&bp3M2p2bLPwye)X|7{B27ofYfp&^9X&J1B(|6A9X;DP zPvq<9#MB^>-HrZsKuqc7*5X|JlR2-7Qr&s-=aC{wN6&2u5DRs5I>jiaccXVUh;kjh zSiDLkcBAinMU9SL+I2zH>geU+0b(|x7H#ie-kmR|>CRUM%@%XJ(f&HINJp<;j~DZF z^xC>aF-J#d2IY(DZgjkth||&8=-y&!H~R3H$Yj)_9=&sm#tB#2I z-RO3%n5v`KF9wTT9leqNo5<18p99Z`8Qti$MvJRvbP|iL`Rn|`bD7PxRuKmc#8y8CaG)9#5o%l0E?w z;{D{;cIb_pQYOf4?GTF3CFiKYj=+N{{dltd@TcTN$ffZs6HZSy;nk#Aqg}n;+-Tn! zQ*jGry*nwvH0mnMn9%@*cxJ{(Sfa{!RVJ%49U(0mOVVRt1#7$0Vz6db3{)s{W@-$~ zVh!?DnXRnNa|$6z;f1Q4uF7)dJCzm#H44`%`~$T$O=)kEwg?kukAZoroTJKWRmQ0r zOI4YvqCIIq84Ax=__LWYcqBCj{b$ACcIqP)Z=^>+i7F>k8ICb?a|ZCLZt7?=SR3lA z$}AmKGa7{z+vkQt0-l_E69*KT@SF8R@%@ZNxOSNdvolxX>g8sf+Zu+3dBs?fW5Q!{ zI6gUV2|iF~!VeCNz_hF)e6P}kZ)UB+=yDS-&E9|?l$h}B(LfBy$;BZnOnCYEP&|@T zh_A0Ob(-dn1$3`B;oXZva98dEv=^9g%9UUY%PYW77ntz3t3&a{yhV6$kqI52gko-f zA^um;V|6_UZ{_FVv~22R!Tq?eh6Y&f&&k_>Lkd=7b43q>-{%4NaX|&f(NOfL^$S;H z&f*@1s70%B8uh71Tp`0LT7|T)Bk_^NHCEL~#4FUoe|)6~Wz%i8fo;Y6Z2 z8?m|6L<4HU=c-lx0L+=-CF6Zm^#JBO_;JNtjLtM+dZi8BvrJf0>#y+w-{k_&Wty?H zwx7o9PLSbpwrVGwdJm8%nu(okT9Jwol_nWG0F)Jk#T7ap=0caE%n7mNydVMei;I*0nd|G7Uou%AF0LIkR;B75H(XSz) zG=Xb1#W<{tYu$$(875h8hJNzX%`~KtI?L|)$`FC0>iqGux*W`3%KPq(C6=wYx7dVU z)^a?QWyasHddXv>VIUs0(tAt8Jh}iv&|L42x%CSb%MoKe+}sqy5$UY)xhxj4#>_@k zvc|`$Xk?8Ujku3BW;0?JYkWA0{jBk;D~_>dW$h)_n7oJ!tTAyB|6q+ti@51QEJHCC z@jV-vt%%=QW2PefJgH!oB7#|Ch9X9>mcrU()|i-xRMwc3h&$2VYfL)C8>}(m5bv_aWJ6qMjfsZ%hBYP`;x21U zFoe-S1(ORA$Qlz15zZQu3Ne8-<`W`?wYkjlL^i8TB*aqIm_&#g)|fzub*wRY5ZhT} z;vn|0#-u?UW{nAhILR7w1#y-&<_Y3|SYwVLuCm7bKzzX(a|7{{!L8U$5d-1rMVLu} z=+7Dx0x^O$CIezDYs>>gB5TY6Lc=?j*E*HX^?LNZWA40f1D(IVcl`0m9j4CD zHc}{q`fbBH%bGJmCVGMvpPd~Tl&e4I>a>)K(pt?!G z((IwQ<8Yq*)r%(P{sc{oH2=F0|KIzH+ZO=_+ai){{ z{K21mm!EHtmjiePFF54u{heER`1Dr!)BqZ0=8NNjHGkao()%!}v*P7IaOuADCfrSx4V2NzJIZEq(7YyO>|{FQcGX^Z~0!KrGO;{8fzM9Bx=b!nGt09!w^5HYY|!{=tac*TLI{%Ij{ zP>+w@G~@1%9q93;g$P0ee*2{vi>^83UqWaF?AL4Lv7xjAp`SYN-k~@=`1};23uat% zBM+|~HsiN99CFVviqv!dkb(frxS1!{g;KTGZ#v|u-aXxZpI6FD2VVZFhcjwX0ABdtJUsuk8K-~Yz|TMJ;k-i5N50I%i#N;|@RbAq zbH_rIV*_6Pw;4bG+94;7rmf?V5B_$Otc#%yd#ANOzWl8N+b(Jjee_=z24LXrJk0t) z3)*?xA)g%StlrH|{PCOb^W>&Tnn%SC4!L_Ev~+Qm64^9}%&~VIvN(`t-h-(4;?{rX z$yq_~Dln$WjC+1|V1kUp(jU|D$}iP)5tk6ba!L+<3u|K36@CTgz-y-WPRiJIrz@L2%1NjTw{d1Jc|Dj+ z`v#F|T$mQd#HqjhJ`nO`kcpgCLFD{FKx_3r7AJ)mRa@+ zA?wcna^uXU`pQK^X@o0(Hp@#x$rJm(D!z+ZmEe#s%yNGy^{|f*t`Z_ecZO5X&F<7g z%?PT|yk47APs-&d-wdNxPi)jyk3K~mIPtU|w+=U-(>#9ROo+ZC%N3551fQ*VHPvTwk>Bl4Ka|0(nuDO1@>dl<33Ih(APfw19IDqA+Ein+- zi{!Rg2xfU`0u-|RH4ZMh!*XoD(Es$OQ=yV=X^C)wY^VDqgSQ9y?mO52bkr;eC7+60 zIvbX-{p7~L)9++}AJ@5-1v^-ZTzJ=AmJipCWu}W(IeP?{PbU_@Big-KhKHhy8NC!& z%A|a-T8KC$f2_}bBftev8riCP!6Oxe$Aqi%KRGsgx$j3C01am+VOaMtR z`y-LUjEN)@KN8IPNHFCi!F-PdlRXm5^hhwxBf%7p1oJx*Ozuc9vm?Q@js$Z$5=`hw zFq7N7!8x;brxmP zX9t2Jjq9MxKT#~Nm&0O;nOXruNi3{@nmRrw?QO<|*_mmn@>S+lcg08_MJIkpl8MQcu<*}2(yd8xVN z9p9rV@4S?JuHo!cuB?QCfzIY;rO(aC%g;@j;;bO|S3(d?X7tUb0fu z9BHnnu~f@V^^ilKe1BuHREDl3U#4s#Azx~s4*szck|9G5Y9RZ3S<^r*OqDM;K#pv! zC3j#WxpU;AMyfqS{)t7Z{G}0|gA#eXiRw(2?yI1%FCV$I!h8^tm?>*kL8iJvvZVqMF4Cn|Jzjhx2cOC zo67w*mHKTWjgyH@WqzAV{5F;MZ7S{CRMxktq;FF>-=1`^}+f<%!RcYR)vb>Fwe2JS|t4i`VmE&zH#oJVdx2XhgQ~BMd(z{J% zcbiJ?HkI3LDz)3xJ&R4{b(>1-HnqyFw8#V2z2Vn+vsWwtGgsum(LEWv5)*JKb zYA0Xbw;ra``*ChPOfsk|w#i&ATn^s=KJ=PIZy-C9F_EM-w_yVeHK^ORnJUn?*1Dp@ zIjZUM5{ENQ6B%0gfoA&lj4d^KY2!|mNgF9b-NNN{NAL$(UwXlw-3W>Ff_<}*#xzYv zZ=$&|krU;5-~M!Q?AbN?Me^V#m}=0j<+P9=H_`Oxa2=~=DBTSHGPxQ2=v~ZehRFtX zO}9qxdpNz7=bEV%bye5G_Hg=5+tWGVWiqyfoa)YQyH<%-z~8TNWkXZfwCBsmTc}}m zhqp^L;LAVFI~OHa_T5ZgW{pB>Ezp>T(d*o@nGU{G`SNCZ$5Z89jv^ZACXVnvh0y;P z26Rny^6C2f;5I;!EW01J8~9Xii<2!|=%dJCgZ?sn3mpZOa{U(AZ{S0^Enah`?|>k= zcq<($1zdBKytRWas&8zCd;_1}ZBw+cl5J3B;B&mIUigDl&$t~D4ScM(g>hJzv}}ht z20q~1Cb7XJuWyG`1D`o+UUOvG~!@C zb$|WTFgLet9c{DaI}eb3=@tkvu)S@ziW3h|&MuZaAAq1?JSibURCu4phU(R2jZI~% z%P7H3q_iae`~c)?6Q8B3(!7V$l*JAjKmm_qJkLA`^7ghtHhoU!un_WK8&y;D)~eC8 zhX?SC#j9#$;w%YzkQP1&m6RV}dk}(2eDol!B9Xll0ta(u6FaqW87s;fnkrSE7ge%_ z+`-D-p}Bp^Ealc!4NWS!Q^3ic5Hv{zJnRgpEo*ABR5qxrtzE%%KsAxlP zQ?Ku~4)KiBS0Ep=Q$sH~p+#P@LsZ{ayP&FR+G~d)gPN*V)h!!SZ&}en)z5SV$SLjg zy)?ER=;BDOZin&4)4Jbq)D3a$8rW+4C;bQ64LGX|cvpOKf_>>b?%6%P>W;~+9TOE*YJm!SO za_SzKX*{aKt$Qf=Stl%z@9&|0kLxgKFLm^s6Xwa1y^w4?sl%uC0)3*&JDNzA)Y4g} Q(;|0Cm`zLmp@g^o59PQI!2kdN diff --git a/master/.doctrees/getting-started/installation.doctree b/master/.doctrees/getting-started/installation.doctree index cd50c4a17af85ee7faa6065799555d7aea5d2bf4..90076472637aec2b2edd02c6dc5f3e97520da273 100644 GIT binary patch delta 21 ccmeCy>(<*4$jFhNomr7*lxDO!l5vwL08teOJOBUy delta 21 ccmeCy>(<*4$jFggWtJD8Uy`~xl5vwL08#Y^c>n+a diff --git a/master/.doctrees/getting-started/tutorials/01-vector-add.doctree b/master/.doctrees/getting-started/tutorials/01-vector-add.doctree index 3ed78b09b667a0874e97ca58d1ebcf85bcf2d39d..0825eeec228869008ce35ded392b4c392925a278 100644 GIT binary patch delta 135 zcmcb1lkwV3#trt29O>Da6?sN!Mw{Ik-}`VF>RE!pWII23PIEIo3j-i9+H4p&g^|NZ v&(grm+|*$5*`UD5!2#=tQoQ+W5F;bAxuNOgi@~SB^t=!?5WV?$2)_gX>AWYR delta 135 zcmcb1lkwV3#trt29LZH?dGYxrshiyy-}`V_=$RM*f#GC3KY30wV?9d{u-I%EIE9hJ wSkJ=H(9q0y^4Xxk$-x2Zh*G@yY!D+Ovx%j}saOsR3q4~aLkr`{GKqQ|hI-}(#^wg*ljq0j za+v8E7+V-vnoVv`+%IaXXKre0X<@3MpkQcep=V)iVrgnPIXX#~!%`2Z#@x_i@`NM> z5ugD^Mn>i)P-SL7J(iON6O@H5%?%AL4WPo7hQ{XRW|MyO;OpsYK&DiGFY*1Tt809v_PD*ylh delta 361 zcmaFe$@IFDX@fl@M{<=}UVMH@>SlLFsaOt613gniLo=hvGKqQ|#(HK3KwvU?ew;3c ziJqyMnSrsznA_vWCeQCzXgJRtc0HMTXE+GiWB^z zsKpWVje8lnlmdC*SRQ65~wm zldtQOuv3xC$tzwV+{um&Sv+rfKC(u>Fk5K57@0Mor?fUuB~fa+G;o!9KtdiTDiMhJ z$Qi0~rAf##s7RN2G4_TcA?#(IkVuyzVe~R5E+Aof_x_+FAYN sQEM;%`f=^d*R;EN@7d1%-K*1g)3?(%(~XB0KCGpUbmro0<@eU5e+h$Tt^fc4 delta 1817 zcmeHIJ!=$E6lDp9WvbXkA>lPbY%cfnec0G(BNmo67I8&I6Jeu;Ad7`yVIj=^4;MFn zkO=BO@ekOh_RdU3#-z2}SIxXR=bm@YyLb2GaP8!9ZE<}x-hCPO?(H8;mN!RRAJ$9C z1xp>iZjS{x#f-Rozj!g)RInHeTL=IUf+mm>Epfg5@!2>7X=3F1){%}0#0*83Z;$Sb z)>UI*AQe>KYQ-``u~_06E5Z z9XPf-v_Pa}s6DsSZ@e&NlZrV6!NjNJY zoE(Lg9Wq$O>ffKP+%^B^Y5e;wD|jvUSvB`7YJC_g=y%o|a;``;*BLBVkEj?^{p9oZ ztN^PzW&jAGkoS(5xMdGV5_Oi`C$O_zn{xL nzFj-F8>W-p{k{9stMfPW*Yj8Norf3RZH1k14!GR-`QXwYj{#<< 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 c4ce974a86a2adb98f42783d06fe984af61dc915..cc047422cc361f3e04e4ca2263755b8ac477c9d1 100644 GIT binary patch delta 45 xcmdlsooU;2rVaLt9O>Da6?sN!Mw{IkuVphCSxlDCJq4m(=c)mz&BA$$WdV9h5AXm0 delta 45 xcmdlsooU;2rVaLt9LZH?dGYxrshiyyuVphC7*3YYJq4m(=c)mz&BA$$WdVN!5E1|Y diff --git a/master/.doctrees/getting-started/tutorials/05-layer-norm.doctree b/master/.doctrees/getting-started/tutorials/05-layer-norm.doctree index 06576d7580843a89a2ce81248f864d2f8cfcfcad..845481e05692e17da8169825db3d3a16ec19e800 100644 GIT binary patch delta 1314 zcmeHF&1#iF45bz1_KNq<+giMz`mMC9m}D|ZMv%Ku5W49`1YL`wf@0l>?;uj<1q2^J zq0ntzx#&aad$=fOuHqxOYBn>>Npj9f=ICJk=wSWpa&7SJ<@0y1_$eRWU;BPxm^}jt zyOer5donO^5|LbAT#|uiFeiR#bM!(oG5LtLrL@nX{%xCGXU z{@v^AaW`PdZmy}m-`u&&Ac=@umI+7+J3MSfeaMm(Jqu)H&MW%Xm5XxgitXK`o{q21 z6BIAF>f;FzSuxjJlkT2@Yo9#5{^PDKHW8a7c{ApD4@AyaUWS%AU8(TlC*(9t-Y)g{$mTU{S` zObHu6pu;d3A5P*uWUOv*g&*<()Z!8>y$@vkWR0ZtIunVvYqA5vhqZ4^^DF z{+KSd+HzvHX3du|6fIb=j%Qs=E=eq41qc|$*0e5X*Ur0}kk#GoJN47-!P(b4`+EQR c>mBZHzkPJhNb0vYC#&=9}-E*;$`#u1_|nX(qAy_68491UIC5cD)-|gpvqyJ@*JkNm)qi-O>Fmk%)*;r0$P8uaLZg zaXpx`C3g%Y4@+)$>)GViLvDYP6s?6aMWhxRCUg$WS$mEIkxdggAHzRQ1?!(h z7dZONm0AE@Iiln?Xrq_}S#sT@WJQ@iA diff --git a/master/.doctrees/getting-started/tutorials/06-fused-attention.doctree b/master/.doctrees/getting-started/tutorials/06-fused-attention.doctree index 202c1abb00328b5c10b550890920e20223915f59..09296aa6f6b5918fd54f7c82e86a52768dbf7834 100644 GIT binary patch delta 42 xcmZ3!glYK_rVaLt9O>Da6?sN!Mw{Ik7gREuOny;y8c1%bR%bNXe5cx53;Da6?sN!Mw{IkvrL(cOeb$PI|ZWZ&DDU^=H=!R3IKK}4;26a delta 45 xcmdnLo^k(r#trt29LZH?dGYxrshiyyvrL%`3@2|kI|ZWZ&DDU^=H=!R3IKan4?q9_ diff --git a/master/.doctrees/getting-started/tutorials/index.doctree b/master/.doctrees/getting-started/tutorials/index.doctree index a2a56dff50230dd586a28edb5e7ba412d7d581f7..7738690a3990c4faf650adf569300b048e5dae46 100644 GIT binary patch delta 23 ecmaDmjq&X?#tlA<9O>Da6?sN!Mw>$zCA|Q1CJ1Bz delta 23 ecmaDmjq&X?#tlA<9LZH?dGYxrshdL>CA|Q21_+@5 diff --git a/master/.doctrees/getting-started/tutorials/sg_execution_times.doctree b/master/.doctrees/getting-started/tutorials/sg_execution_times.doctree index 6f7a8eacbe6ff96ab4bdf9286cae061d174b2185..f49888df541e9622d133cb72ab867729a3748164 100644 GIT binary patch delta 384 zcmZopY);%z#K@7Jomr7*lxDQKiqV*n%fiagRL{h~LQ89M4ztwci%c#u2%#w%?6Ffa z^m{lBVPcyNnRD5s%&iPf^h`|6;qnGBkSSIy@yRuE{F5(A zE}d*3?>Tvol=0*>^1hSJqz{Q2Sr{RVFt9Q(&;yEW=9TGXoP0q^Vsfcc^JG&w10Y*` zvb{3@}A@^Jh?$KaI&BB l(#d5~Zj)_Pj3>XBa-Y0M<*?-d$*-6EC@gGts$xQ%rD+xaU diff --git a/master/.doctrees/programming-guide/chapter-2/related-work.doctree b/master/.doctrees/programming-guide/chapter-2/related-work.doctree index 0fc90da0789fa6271b763c69ec3ceb6299f1de82..a7098bbb9057cce9a6fd0f1177b35e3416e2007d 100644 GIT binary patch delta 23 ecmZp8&D`*sc|#y0M|yTgGsB^)CQ$%n3ID diff --git a/master/.doctrees/python-api/generated/triton.Config.doctree b/master/.doctrees/python-api/generated/triton.Config.doctree index 50448f64e5a192a5be98d67e72a0c64cf7fcb712..7352fc96109d31b3b8136cb1b71f6ad24c67ef9f 100644 GIT binary patch delta 133 zcmdmyy(4==Fe68Lc4kGMQJT@@d)!)+`P8*HZ(v-9BAT`N0y7&2T;1k-+?!G4^ER{d geddSD1IR{#J2 delta 133 zcmdmyy(4==Fe68Dm04bVeo5-&d)!)+`P8*HZ(v-9BAT`N0y7&2T;1k-+?!G4^ER{d geddSD1Ibk}G@G$TiPc4kGMQJT@@x6E3Tdl|1F3zTfW%fx|DviU7@fhYiUFBM<_ delta 56 ucmca>bk}G@G$TiHm04bVeo5-&x6E3Tdl|1F3zTfW%fx|DviU7@fhYija26K; diff --git a/master/.doctrees/python-api/generated/triton.jit.doctree b/master/.doctrees/python-api/generated/triton.jit.doctree index 8fcacab287c2e84c02abd9acb7d396d501a083fc..a567a07ed8fed7aa5e42b80f1c17b923db21508e 100644 GIT binary patch delta 57 vcmaE9|I&VgFC#~Kc4kGMQJT?Ye`c-C^^7MFBAfl0|Fa;=r*GcNp(73eW)&1d delta 57 vcmaE9|I&VgFC#~Cm04bVeo5+Ne`c-C^^7MFBAfl0|Fa;=r*GcNp(73ec83)C diff --git a/master/.doctrees/python-api/generated/triton.language.arange.doctree b/master/.doctrees/python-api/generated/triton.language.arange.doctree index 10d1b9a12e4826920bce821126cf178f3546f0fe..bc7e49338b0e1cec81efff9dd15a04bca4246a3b 100644 GIT binary patch delta 57 vcmaE6{LFYmDkDdFc4kGMQJT@@Ku)dA(;5Gvh?Hy=WU*j{tJxgLIaL4vUY`@2 delta 57 vcmaE6{LFYmDkDd7m04bVeo5-&Ku)dA(;5Gvh?Hy=WU*j{tJxgLIaL4vZXFa- 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 6342634397ef1afb0552693b458ad127fc96d8a6..5196f8580de44b74864a861c3385a417ba4e9715 100644 GIT binary patch delta 57 ycmbQ@GR0*>HzP-Sc4kGMQJT@@2h3WV_cBT|!9_MdV1CR7=KHzP-Km04bVeo5-&2h3WV_cBT|!9_MdV1CR7=K!~j}r6bk?V delta 57 xcmZ4KxYBV$HzP-Km04bVeo5-&Tg+OU_cDqy!9_OTVrFH7^MLXdo8!5>!~kmD6v6-i diff --git a/master/.doctrees/python-api/generated/triton.language.atomic_max.doctree b/master/.doctrees/python-api/generated/triton.language.atomic_max.doctree index ace068838aa88a45567ae1a885c7bf41c5b8a9cb..ef8344128a573a5069b6e9e3ba40b2d537efce43 100644 GIT binary patch delta 57 ycmbQ@GR0*>HzP-Sc4kGMQJT@@2h3WV_cBT|!9_MdV1CR7=KHzP-Km04bVeo5-&2h3WV_cBT|!9_MdV1CR7=KHzP-Sc4kGMQJT@@2h3WV_cBT|!9_MdV1CR7=KHzP-Km04bVeo5-&2h3WV_cBT|!9_MdV1CR7=K2LObC6c_*i delta 59 xcmccZa@%D?2O~#vm04bVeo5-)352LP6x6wd$v 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 01f6fbb73f2f033a4b2556b597e8d034e509bd62..b5ae870729a886badde49e231dcbdf54bc170c5a 100644 GIT binary patch delta 56 xcmccXa@S=;A0tP4c4kGMQJT@@=geB04=~Cz!9_MdXa33t=K5W}eRsSF?E*dpZvQP`DI; delta 57 vcmZqFXw=vc&&ZKnWtJD8Uy?d`7Q5EwiHt8%L<%>5W}eRsSF?E*dpZvQU^W#u diff --git a/master/.doctrees/python-api/generated/triton.language.load.doctree b/master/.doctrees/python-api/generated/triton.language.load.doctree index 9476f47c4c8e6496c5ab7b921691b5e701427a00..c231d03721e4fc131c083b85ff2a87131f697ce1 100644 GIT binary patch delta 56 ucmX?`bT(;2A|pq7c4kGMQJT@@SQf3xlNs+K3sh|Wz?6zmvN@LJgAM>__Z1TW delta 56 ucmX?`bT(;2A|pp~m04bVeo5-&SQf3xlNs+K3sh|Wz?6zmvN@LJgAM?AI2FnO diff --git a/master/.doctrees/python-api/generated/triton.language.log.doctree b/master/.doctrees/python-api/generated/triton.language.log.doctree index 27f08c29be191e7a2c2b7164c51f0010bc24ddcb..daea3918c60307ae14b86ac5fa33e60aec72971d 100644 GIT binary patch delta 57 vcmbQNFjKnRz2KT+QY+?CCrJUR)IH delta 57 vcmbQNFjKnRz2KT+QY+?CCrJZQ2#1 diff --git a/master/.doctrees/python-api/generated/triton.language.max.doctree b/master/.doctrees/python-api/generated/triton.language.max.doctree index 07ce83f67ef25e6cad3a78aa7d2e250806a6e083..c4c05c86e12b1be28c267b5742e327ec5fdfdda0 100644 GIT binary patch delta 57 vcmeCw>(tv2&&ZLUomr7*lx8%!hgoa$M8?kuk(tv2&&ZKnWtJD8Uy?exhgoa$M8?kukwL^sQEUgHMwL^sQEUgHM(tv2&&ZLUomr7*lx8%!hgoa$M8?kuk(tv2&&ZKnWtJD8Uy?exhgoa$M8?kukwL^sQEUgHMwL^sQEUgHMqX_cC%Y!9_NoWnRnz=KqX_cC%Y!9_NoWnRnz=K6BM-o delta 57 ycmX?YdD?PAA|pp~m04bVeo5-&1I${RCo`%t!9_M7VE)1d=K%pqJTB9s3xdu%?%*Cqe}u89@% delta 61 zcmca$cfoE$IwMDNm04bVeo5-)e8y-dIB#-3qt@m>%pqJTB9s3xdu%?%*Cqe}!pjz_ diff --git a/master/.doctrees/python-api/generated/triton.language.randint4x.doctree b/master/.doctrees/python-api/generated/triton.language.randint4x.doctree index 8194e79ff7594a31539b9b23961469a807f0545a..e8f7bbeb08a7a5aa80ceded2bdac941851e54dbf 100644 GIT binary patch delta 57 wcmdmJz0rC@HX}!Rc4kGMQJT@@L_V#}a~Um}kVQ&12eGho!9_MF@&)h%06BvamjD0& delta 57 wcmdmJz0rC@HX}!Jm04bVeo5-&L_V#}a~Um}kVQ&12eGho!9_MF@&)h%07(H8P5=M^ diff --git a/master/.doctrees/python-api/generated/triton.language.randn.doctree b/master/.doctrees/python-api/generated/triton.language.randn.doctree index 2f314e954c1bb754811725fad726ea0b6bb5c04d..0e2529729378cb0e9037270719239c63787cf301 100644 GIT binary patch delta 61 zcmexr`PFhmG9yQNc4kGMQJT@_Y{p@3Lgd7C*ozH@3Lgd7C*ozHg| diff --git a/master/.doctrees/python-api/generated/triton.language.softmax.doctree b/master/.doctrees/python-api/generated/triton.language.softmax.doctree index a1b237dd3084460c923525f32f8dbe7208ecb607..a2413e27555ba8aa40b5c7cedd97df56dd36d706 100644 GIT binary patch delta 53 tcmbPWIKgm3IwMDVc4kGMQJT@_e8vbS1n)evAP1Z``8;#M<_I1O9suY55x)Qc delta 53 tcmbPWIKgm3IwMDNm04bVeo5-)e8vbS1n)evAP1Z``8;#M<_I1O9su`z5_SLp diff --git a/master/.doctrees/python-api/generated/triton.language.sqrt.doctree b/master/.doctrees/python-api/generated/triton.language.sqrt.doctree index 1edd4e50cc80fa2f3c86749af608cc3dbcffb986..4ef99be72963d820481e58b062f18fb2565c2113 100644 GIT binary patch delta 61 zcmeCx=+)Se$jFhNomr7*lxDO!lTn-r&YPUcs5SX4yT|5V%nO-OL^q#hci;g4e}xpV delta 61 zcmeCx=+)Se$jFggWtJD8Uy`~xlTn-r&YPUcs5SX4yT|5V%nO-OL^q#hci;g4lG7Du diff --git a/master/.doctrees/python-api/generated/triton.language.store.doctree b/master/.doctrees/python-api/generated/triton.language.store.doctree index 8dcf55ee0f7cad9ed675cf82575ba59cb73b9ab5..127a31632f822662de2c16aa1b74a36db580c99b 100644 GIT binary patch delta 61 zcmX>ea6Di`G9yQNc4kGMQJT@_Y({q`IB#+`qt@mp%-)ea6Di`G9yQFm04bVeo5-)Y({q`IB#+`qt@mp%-) diff --git a/master/.doctrees/python-api/generated/triton.language.zeros.doctree b/master/.doctrees/python-api/generated/triton.language.zeros.doctree index 68fbdc45e6a33d0deb404d7f7bdb85c32d2ab075..2539b8388f514c08c4cd688f4666b90e0a36db4d 100644 GIT binary patch delta 57 vcmbPXI>U5BG9yQNc4kGMQJT@@I!>+4QyKrDh!k(;VaZ~JtJz$~DJ2L1Nxl;{ delta 57 vcmbPXI>U5BG9yQFm04bVeo5-&I!>+4QyKrDh!k(;VaZ~JtJz$~DJ2L1Sv(W% diff --git a/master/.doctrees/python-api/generated/triton.testing.Benchmark.doctree b/master/.doctrees/python-api/generated/triton.testing.Benchmark.doctree index a2e3ca71d22c57e51f8e8345fe646d7489a6640f..148a192789bf258021bb3f8d8d88b137f492a9f2 100644 GIT binary patch delta 147 zcmdn_fN|#o#toT_9O>Da6?sN!Mw<&68=2s|$%TwslXbQ2HYc$p2xE#GNw8t4_1e5e i%3T0O?Pgu=E>mQYgw67a7no5*Cd(&^Y|c(S#{~dcP%&fx delta 147 zcmdn_fN|#o#toT_9LZH?dGYxrshbNK8=2s|$%TwslXbQ2HYc$p2xE#GNw8t4_1e5e i%3T0O?Pgu=E>mQYgw67a7no5*Cd(&^Y|c(S#{~e+dNU6I diff --git a/master/.doctrees/python-api/generated/triton.testing.do_bench.doctree b/master/.doctrees/python-api/generated/triton.testing.do_bench.doctree index 2782e2fb8c3137b8e1d2f4010ef2cc0c1666db72..d3869b0867c30284828fb27603bea6ce23c3556e 100644 GIT binary patch delta 57 wcmdlIy(M}>6C+1@c4kGMQJT@@T0yPNTNneFkVUdKm$Cfkfs1Ue6*QLt0BpAuhX4Qo delta 57 wcmdlIy(M}>6C+1*m04bVeo5-&T0yPNTNneFkVUdKm$Cfkfs1Ue6*QLt0DLtSJ^%m! diff --git a/master/.doctrees/python-api/generated/triton.testing.perf_report.doctree b/master/.doctrees/python-api/generated/triton.testing.perf_report.doctree index 061ab6355b0da8bb0d7ff1b3c990428f6bd5d9f2..60f613d3f0f4d536e420542f0264910172e01a04 100644 GIT binary patch delta 57 wcmaE?^H^s?HzP-Sc4kGMQJT?YK~AmBdl|WzkVSGg+p?Ttfs1SwZoq@+ialej78l;Eo3*qbaU(0A^B;d z(LN-5CmKQgwAVBlDdYkj6M=5z+dSQB50d`_9n&@+wCh0V-W=$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`xYwz04mpKx&QzG delta 1583 zcmccI$8x!kWkWb4M{<=}UVMH@>g0n=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`xYwz0Hob|6951J diff --git a/master/.doctrees/python-api/triton.testing.doctree b/master/.doctrees/python-api/triton.testing.doctree index e363eedfeddc5803ce55711d2e126d6048ba7783..4c768e79d5b5104109b04d4442ead531be1adf43 100644 GIT binary patch delta 128 zcmZ2yy3TY%C?iLDc4kGMQJT@@_v}8CS29*03nXmrWV*wQERwqU5}PPO)8_Z=;!LRW Z#a!ViA}O2Ac+Vnq0If;coX>C14FCvBF5>_I delta 128 zcmZ2yy3TY%C?iL5m04bVeo5-&_v}8CS29*03nXmrWV*wQERwqU5}PPO)8_Z=;!LRW Z#a!ViA}O2Ac+Vnq0If;coX>C14FGE#FpdBK diff --git a/master/_downloads/662999063954282841dc90b8945f85ce/tutorials_jupyter.zip b/master/_downloads/662999063954282841dc90b8945f85ce/tutorials_jupyter.zip index f8c87cd516d884518a63dec21bf8deb16635a6d2..c159f7182532fc2f0193b32f80c4a89c503405b6 100644 GIT binary patch delta 142 zcmex&k>%e-7Ty4FW)=|!5ID-rwvl(aGxITKw$0m}H^?(rvaoH=O6D{KGs>n&*f8fZ zv2C7s!BdX;4v=y8-FbD8)b{majL`zjK<(3c)fqiO`lm;#GrED~rY}-wv;#99t1~)- Y^iS8+0Ez(hPtVd|bOcMS(_jn$0Jjk*oB#j- delta 142 zcmex&k>%e-7Ty4FW)=|!5b$PU-N?J#nHflL-tN3Xo|%D_b#qoSry(;VkWn^8!iJfR znRWBT3!ZY!WkAN=cjwhXQrp*yF-8l3v`yz#XY>R!BGnn)K>DXIQfIUSDVqLRozWSj Xf4ZgyPz0!ddX@&GBUoyk24esK3S=Qh diff --git a/master/_downloads/763344228ae6bc253ed1a6cf586aa30d/tutorials_python.zip b/master/_downloads/763344228ae6bc253ed1a6cf586aa30d/tutorials_python.zip index 9d694ac37911a2e20f427c6d1bbb3519f077ef7c..e4e77291a63ad2d693451c91b55ae85c847a8690 100644 GIT binary patch delta 134 zcmdn=hI!K)X5IjAW)=|!5V*s{wvjj8n)xU*+vaj>VM*p=Kt^u}lMZtw3)|*N4VTTB z4Vl76&Fsy>y1Cq1SQ5`!>1}0qG6_0ZEYtK^mnMX(gn)8|hLMwsdz$gVNnyk^<7*-Q8y%-}n2S zZ+++def~PEwHIr_JTvpm+ z3i!q6D52)4Y-8-`tY>colht#ywX|`xG}EVYGO~9tv$5u4eZk7fOl9imXzRew#%A?D z16XbBP1u-xm(;){sJ7DT4lo$D9`r%T70EG!!E{&Oh`)aClC(SP?4f*m*LA2mOuzYV zq#?~n9>EA6fKCv-EnehOgNAkD_F6*x+pi^}jt=>m@rLt8RRRPQvG-vOX1yD8n{P+x zFK-otRTg?oBP(4+C_@EJ8`l$0A}JE;-8ws8=J4qlEM_12UmzI@5PtwsLl}+Xs zd|+u`K3s6*XJloi7Z6C?o2^5!q>%^1#nNCCZOdL4H`3QbmGFsi>3oKxnmGK`=oGn00ITv1Vx1Os`0VqC|&{|!TOyZ8OI zj&;MS%2}5!e!@53ayvI!>4sLkNf_kvtl)8MAyQT`|I`N;o{jVtfkDk$$StgtfJpZVb5-YW5vBfX+La%rX% zN^5KVk@XR0AdbV=pTZ5!s#S~g-7#|orhHP^nM8mq>`Z& z{RfL}mxo=HjL)Ah1uzxr_Czt(pA5^)b+KvJ$E~aw60vFbo$XH79JHc8=C!4Yq?a|1 zUy=|vOeLKSjv9?tR8f^QvtrEpltrK#TauF>brZn(_9s)W-I(IMg1lCS@0BD9R;;gE zEMm^|Yu`GGoUYftU9U5`UejP{`nd`Eb+#4mu8*=JHLLu9ZHQG=EQB^>jgI0_%yABa z!*jOlVa(ZaP!|_}n3k6IcYOTibi&0^FWa&$ughw*>ZALtur5mPB(6chNE8YepZ0cf zSb9c=>&;;o5Xp4aBJH5ZTz=osiJt?DM^07MCHpPo%kb22HoL0o+c&b0YmBm1K13-h zOcLz$Y`x91jZqp^lPt&~$QhdBL?ZF3*$reOAr)&jGP|mpwA$zJ?fo)j@U(DVkwrQ2 z1+bbZMh6QmD7SI4i98&-%`lq_MBcLr1G~Ce%gNFXGT8Omu8e|0n6sR{J?HjVfxu0= zg!ohmsR`yJ;pEP zR^}P*8cr*<>{maM5;cskA2GguC4Gd>jYDKi#f%{;nsBCe>sF@LY-)M+@ngz^AK2f% zaa#o+cb!`?F0xcG+EL!QhKI!KPnRpbkQN^-q1q_*Hnhd7gJyRBMHxZ=3?x^UVwkuu|PH!po= zXQYf@j~-O$DRMEMO#Nv{Aq6!$nS)=Sqt5Cpj%?hJWae+besVEOmlwY))s!rUXtTcJ zkeN^kk4byvhkw1GYHj<%PU?+r--K<4=RyF>k}xtfJOFA_Y}8AnZ(#5}AVB}-;&8_6 zdiPx%`)7f@YTu1-0-tLZPm8W=`!``=>DsEW~V6QNR32^Jf=ia z2cEr!ga%52b{mAEp$CMINuF~(vNO~@&BV8PL(>-Xdj2nl+j$T@SDSQf5S69k>o{Lu z4kR+dxs@#L&O^H$*9`0ga_Ii!cHR}z0NDTU}x`xK0N+9=1d=u?GtM)o8z6sim{a-I^L(t zpM!!=q2H>Hc2+rpXNHL!+U0;F71*;sx$Bgko}QbZ-)>&Pqp@bo+dVKq&&3rP7KS78 zVWMQygqgaae{x~zw1dg@_L}XoWJhLaY!#641N8`>HcJ=D(-eZ&#Zjug*M>R9o?tPTo+Xmwo$i|dO0 za_+7%Q?0HdSPI!p;Zrl^f6jVor3i-3mibzpn29kc2Wq-bp9*uLDTfs*(eB1V4)Wo{ zSafo%+`Lc6a}nJ2r^~VVg;x>Jr|}*+wH5_m%}R>)`2FekAUC+8Z0pEC9--s-tPqLC z9UdYE#a8?Tp(v!J39Z_mo+C{n);;T^tLSQqH*`pg=m%d3xsx*wd%u%Px|=8^G1zP7 z7{v2#nTG5|f9Iyv?AmSSc=&C-kJy%5iaRlg<2_Of*&h$?#?ew!c?g|- z<`dhxwDfed!17(lGhldG69QE8=7w$8}J zWB^o9tw6<+hYUDlzR}UqMlU{U>QYJy?5NnbsZ-WM_bmfI5$=F^_p68}=P%+cPzyIC z1_LbOk}i-f3MWK2?{8!G_Zot?2OmqM_h%n4lv3{6qc0$03pOju3w89eHNBf}^t{~6 zNv#I{5a|5UltmGe?m!ZsAh7cFH%GmO#>V#3R#hBsC#F2sGaC)&?H7m3zXu0RTD~B? zc=5t^Gb`2}c&VdKGMkIzRU`u6mS%rSuWr8eq~(1j@l4D^mu72!%CTsNt}eFX)>~dy z3%QXuWm7)VuO^7(Tr*EXzA(gT{Sv956#*kk%4yj@qzA zV6qzbYXix>1yyrBlP0N{%}ho0qWb#Ol%6NJ%bmdnBiXWjsUoSA-Z$Ybz9@+7Hgkdl zyvrCAZW~WQ%z1OXbh9ydr_>1IA}EUSP!57WWUhOneQl43?Zp*JzWobFak~5mtDp5J zV$R)@5>0k}oD#jEsa6Ji_>>V$a4pWjcH~K7KRH@s|xn z?%qx0>C?~P4ZoI`zhEXpM?}Fgyt}!a>snh`(Pbxb0bA!={EGhw6?O4+TnA<08?p8e zoB2jHW}=A5$aqepw`KbpN=mIY>nSp7Y9zCD&g+r#!iSsNM7Z}Kn=+CjZ9L)a?sbQb zt9-JHgI4V-C&cvag8g4CQdgtNSl6Pwq{2zUa}OAXA55(hH9OC_`hx&3`Q@C8Z=>gR zsoSYJc(=E2-=g8uzca1a7jQqb+^atx5c8_t3+brXV=RvZkv-m^1eU!7Q8uV z6FlzY!XSMCC)RfPTsFWTh)Krtr@`HMzy2|o@xehGHWxTB5S+Vg<>kcjSdpI3dyC|x zdhtg`M>A{HmQOm&yRIkq#dGRc z?^!o1=jL{WFs?PNAk)6%I~_cQ_tQiL-x^CKf8Avx&A<9`EwMr57z!IZ0*Set_cT*n zmQeTW^OSS!=Umra_val3g=TEqFg2ZLKh2dq74v)Hz6WI$LlVRYw)39nhZ6>&hd}>q zr_6GmsPt10pYf7u&K&jR+_?7(J~tr#Twpfyek{}=e>u)=(N0{-cT}IQKS9z`Ex&N! z=`b45o&17=4pYlJKO6#ruhYB8RKTZ##Dj=ca|6=@Bz1&LDz>Mis)+0!7q%c_P^+=0 zlX~)r02WBZ(z@%!WjRso>7^6c@ufrGEK7CN3AkyHT0#+MVlbuqPD#FcS@z__erO)^ z^XJrTY@y*aQg?&vB1>?ZdL4g%e}jsT=VWF&kKgSzoNM!c+7gG1q@v( z^-gK8Pj;Dl4$v;4^BJ-8z1apUU0`MEcO~7<_xjCpk~=fsM7msU=9rn9La7EweF{eh zU|3w=6op34J(1hqHEw%QQru0)bpHAC2hpvMQl5Z=1Y?e!je2+5UuK-^IK$Plq#iAs zAHEVhTfba=_Lqy#)t2EW+0KjVpKl(?Q;jCP{W^K>{#N{fEU=l!YyHcW)7HzW_csg@ z5)zr2nYN=JR5>ihnD>(st!ux79H_AV==u{aU$#wrx5=Ix@Ufhb005tn%Mbub$7QkCnu*`we3@e zWXA}$w}jz5%^)&5dnvrSnM#>K?N)L=Y?)npM{dy&_IOz;JRVQBqAY<^3RN-YS#6gi z1N{q0D=l%4OfBSQFcoCgXKEbI1-f+EZJ}fce0H7X-n|P-5T^V=W>X(NZPS!os8z>l zyYNce<4{7SNPAak#Mv99mRNU(q26I(Va>pQ$$j`hC=<)NnqX0QsJKeK#3XRkQ+<}T zewn_5su?cuG$FgpRc2tJ$g|6SHA@Qjv31L)y^@+ToUU7Re4~)|D}yeYQtvZd9rIWO z1&@8;1+z*^Bgm|)Kc}ZtU!82WF{FA7?_ex=LTZZT?+bF`D3FKa6BBmjDo&w$(R1M*7l z1&%+z^q+^`F5~et+*b;WuR4KL*bf0QFFcP{iXPvbzjy#fJ$wa)L@PeC7p>QV<+n=3 zAM|pA*XwiL)5qiP@O3XN~aZJ;Unc$hLvX84F2q!~)$crgpjb><7J+e3pY znWwYIV;;r@cLEd|jJ%dXFJ}5POK5&?kc+=3cu`Bnn8)~(hdJgX*D*h)SujH>vq2GN zN!O%3mtR?V=EL@#9wn!;l4#;u$)4K&A_Tc-RI%Ib=c_8^I zKWP#xgV84=T1nc7$H{pX=Ko39G7U@=Qei1DTXRutQocS*G z@W95)Ntke@(63)n*>ONTgd1Zsd-2AB!=F*ZN!FZG|YULlgT6B&yjyqNj zaV(G_!=+*FtG`mKE$=R?Ed|nsS{J4?F2*k$P&woB3jIzT;epP|@0H(W(nYWiX*p&W zNu&G#5HFt3j5W5m`w8P*VKoJHG6@q`e3%<0aS|Wg4;gWEG%N<0!!DTMet35Au#=dY>A4fet*^7dYpn~TT(1z^f-j1$GWQr*P zycv~>l2vQ48hfD2Z1zE+?$w96?kC=LaJT|GCZ=wc*jqF;gRNZK3240UuuVBYsjH8^ zt6n(Yi8O!oPveh9H`rg@_kJu{JR~iK_+CZSo>RP2MR{6HDw{>wN?V-&89=SWu?qXN zyEvS6dSl@0%?}qP80>oC8hoW1q%cfO1;rtPJJF0@Ge`Fgq7hl>8TNnASS}7u^BqT{ z=av;9hkmxsQm(nak%5O;^2cYCl$iDE=%=GZ7Celcss~BnzX!ImiA5G#tYW|PhoteO zaJB8}4bMyIUS+Z6^^TUWva!y|78j6MNYiR%)Zv+ZKe1V)9^QiVoj>lQ6e3XD_zy8s zEe~RrGHP5mo{*0)j0kkCektXIf46EU&=M8>3ay0qZzaQy?Aai*N)nf_Y<&bRN`5tQ1w_?;C=iXi9VY=1>;(9zz} zx9kH|6=c0i{?_Fk!_M6PKxwLBn|io3%E3G(kHhg+8C5x!^5(0;ZExZX^!#Zd)+NyVxzPMmHQ)t^>s>h}wjMF@f9@Jc68o4`FiBp8($m|F^HEN;)IS9k z8r}V$(Idw5vIV;gxq)kyxK;avcY+kpm`)e47}I2Gzs{`;*SJ@R;u+(o5na}7c}ZH&2p|;VuTZ=Ih@p&RG^*LKpwC_lXX8)ZzOy$kTcyAz zh~-{-K{(W;fpM$s{_N)aqaP4tup2SGyBJqjn8V>F(E0PlS`v50q;LWHan*F&XlRqH(}@F2Gl9o{WnxX^>`2Dk4oQ_GUzM~$85)`}!m0}p z?)KfYgBEA9i}RFigbgJpLSk~~_ho!F9UrQFfAJOC(0eL#5!{Izvbm|^;F>W2^%Ak3 zYa_H7Y>!lXWh=q9Ct_n?##a~Ei;8t-tJ$>YD65o6j63-fx^k!H-LqnI4T_ibH}uip zQ$I7sncY&fl3E`Q{AT(^#oOKdUCNPxMiEG_;e9!}ns{dLHTO-!Y5(&W9rQWow#vCDicxondrYYuDEXsCKCG3gpBghJYhbOn9eRmXG0rKWxuMU=JI}HY=-*{ z<>Cv2RPEm)uPw^Z)f(y0%ZA$V6Rmx985BD*;=RV=Un#%pd;TojL6p4h+Og9T?Z}~n zdN}3ZBODfGXlk`)C_{RBf+wqFyar?Xxxof!dCo3XN4w0dbWfj07+e|R;QnOtfOoe* zl`b=}F=N7FM+4;xjY`JEe#KA(+s0k5+RPWpvx%xIuX88cOFV0FhzZvQ?Ij>144$Cz z!t_?uORJtmPU%U&LdIsK^IkqumW0XfYLk*`k&o1&n;oi%s4`RUMnh(otXQ}%EQ`!p z7ZaUsjI<>vl(NODzeQ~{9%Uc}>t<}v$aD~+HmBpNMjzK~5R$eVOW>{MttLXanWK0u z9V2rq{W8m`DxnDWZ(5wS@yl|WOHbB{6XPnkWM3AV@= z!711+T&#H=GCp zla^4LtS`~gOTusnQJZN}Z~X%<2GfT6PCjGfQ0O03x&sl;o@#(g2STTJSRz{&pk8Z- zl15ba@}^)eyi2uE9ft8~VCBL~E3v};dx_swnIZ1xzZ#>5=}4h|qefFQPT6m=yQE;& zJxzZ6KJKrvo}{z}<*9iA^) zn!c|i#x?r@IT_(%BWF|@p1o#640ED8qN3T(pMUsZNyd%-dwC`1=hV~%a**Uj-wNN* zb&0!n{jx|FEZviQWKLCi!CXio^cI{_I|H=n$DvB0Eau5-Un<`c^$W!6OJ4@FVyjk# z$ZpS^`PRZECCj%e;UJiPGpy&x`ba`#piV ze-rUZ6pr^5uz&eFS}UHzJOUgyd=R?Iaw=elu96=7+#=8Hl-#eliDx5HCOPM+4%Q6k zAggNW7;4}gg|_)mr;&CUOUhV^!d6VDwRzhi6-fA@O)UARz5 z{6X@+<;@&x)DxrqrTC$o`n^-XnCF0|3$eLC~wuL$6Mr9bk@PQReU+ z3!7nL;>POJ*maQtWgQ+lPodD3BtR2^_KCOeLuZaP;+Om_N<|f)`0!^R=UzJvwC>bDPu-@Vpwho4ghV@;o{-$Hp}xFO(m&F&L0!8*Zmi?c2+4S28c+y( zIIz)V_Gq~U&id%s7L_||=j%fx6_{e5o;wUSK+9&zLb|{wUKhwTnV?#&IvxA6QT?^t z4)7I8E+Xr}8#$0{XG0c>{EJSaFc}7ND|1tYLtbv-^5~bxFvsULU!;o2e?g|)pMQ)y%(Y(7mZ^9=dlQA`Yc6)uk4&ap| z)^is@s8R`PaH3*jkGahWrYo&1&d807jDjddD1MCw^cydOT38OK1B|nQqlgDi8yqWY zSzIEw=KxEgVf3aQY~XuCJWVbA)TB-8ShugUPzGWfM0>ajEBr;dFnJdRzRNDkGeC+s5<0a*uIwDpm5!@0QGs zmo8^hfj4Sd@Ef+P8|xemn8@V{J~B2%9}=pIA#|B_tpK+4>(#S6f?l4i1hvKJWKBI-#@HHct5A&EcvaJF;gUL|7^IcY06N zCe98OA+Yb}YLxhC+$g5NyAdp65&rBtIRFU89w1W?zzLxm^s))<;4Wu>&O4v&Oo~fL zxY}%PZWdhKf-1Ldolt)7Ku%*Cf`!^Km;1fVWTdX69t&xIfw#b@JRuP8YJl@ZMn-~6 zUcRhkuED*`Vw@Eg5s@%Z&&14Z$&*uD{HKnYk?}jI4H@^6k&yvN{&?UL0^pR?)i)b< z=NjrHv_s+Lo&xAh6WR*m=I@TP2hmk+vUu+h4@jyVR#?8q`JNwRP*Yn;0i>pj!krnQ zy=FX>pSD%_o%b+a85`3B(2rTO`cK`Abyb;u2bv!?B~~-2SLfyC>aO-g&++}AP}r!s z6*#Yu!N~=ED<=wi1BJ5eL703|Jo+oq-$*ydeFirQ$sk&=i1q%d?R|Sn?$F0E<2>(q zb6VuR3ZVG~fS<2|4^p!(JNu`t_j@(#6yWaUz)q@WoyZs&8Iv3a_+E_=wT;LL^w(`y zr=@*nRL*9%o~cIUM^qDk&{a7D!o=8!c!GJ$n})1kxd9rFSn)%X1e9al@xz@mfJgu! z@c?KXr^DL2z1nS7fM~=EII}Kyg`N-8Y-T6s=H)H+FcoE{r+)!xe8}bTIzArWQu6WD zb`h6R4}oL|`S&4HLx@ZOfWAAIH`K$DAIACA6C-8BO&?|dn17H0%zecZY%ylT_wN>3 z@k0*`qJc2xXq_QgGX0g3&Ro7WlVRpZZ(V;L`3;23m>@N|ToTOf%bVO`{cZjXyz+ zAfqNmuVEDXz4#O*6c&p>a@pV0wrXd9iEdW8lXmar1H30FIB8$48;X1YHXIaWCB*Nj z>V708E#WEM6`vMWr~47U_=HCCgd;g6dFkI3F9H?^?&TBzvha#YS5QJlV%MvB=Wu7RYZ9p#OD3GNtkg-HH+|*)@ z#7WBuL4AxE;lgBIqeQ}QXL}K3D}G?EM+)z?+pe@+X~osgx3?LNbDx3DQ|9*aB7YD%GJ%uFJ8&ZWP)b*& zTLeTs^qvSpjMT%W;9zNg063T?r}}I8#D?)Qh$q)y@@O5gWSvm63RuBKdH@}O5L&d@ z%j$|;pHq*Ad%pI3%vnSMzv>|=i{ROKA}ZGKbQau^+)WBU+^6D`JnAJOA#K-0Lh#Gl znfi)tJy`7|+xpD%)nyt#*d4?@L&!^?YMI*6OmAyL<>B#W@^EU=PvWrnAsk`CmfWbS zK?2I@Q0(_$7zzed$8n%wUt=SV1;#|$Q$TZ z8H&7r_8;hu_Qwuup`nHLqPCR|jN)dn&ZYI3V@lw-HR=~6W^fyDP14O56`N%(x>SAo z)|JdnYZN^;BG#H&Q;g4m&M4$jxo>M^!mX;^Ns4$%r6T^!h+X> zsEurL;_d#>AgaIoq-v?jQgI#isw3;WHFTC(-b6k!oOcqUj@2SS*A5>8B|&|Z=u8}` zqxeSO@vnC88nXx1yH8)EFqVhjtY3pe#hnMKO*mE&IMl0T*LF$CozWB5(MqA6052q; z?a+Emi|P(aI*?36frD^#*)BuR%`KoCAT1d$m5LQcl_VZZSB~TMDyRI3k9#Nt*4zAZ z^!C?8gsOC@)xK6!;J9@L@0};iIN1^X>DofW8XWE@4n$&DuV$8F%xGPC-BBMCeb(Yq z`PUt`&qaEPro)+CBdff4yA627%(foZXAHlJD=yU)i|Gz{-iW1lPUF(~hV1;>W^MnA^B! z$3~0LzqxckSSsyb#=}JEZZ#`B-6(k4@qpAa@dsFG>ph{~tr$We9oM_h@(2%mjy^cayl(w}>{key-kl)A5e z9GdIjz_ILP34#w3=aVOob>{+HbsY_uNZb0opKMNpFmejQ@XTTZdMwnMm_m6iR)pnm z;*N(HqB^|MtZB}J?*5sv_rQ$tK$ls!?BuQ%87)j}L>n*b~pJF<1c5)DHqj8KTVs^f8pl#}B290tm7Y6Z2g>fk%m zh3RjB4(*H{?|&a`(hojGfXP`V^`qX_I*1!T$4xW8Vx}$?5yti@Gw#<11tvgtV7HuL zhoZk1R+!{3Ov8$LAp{LXdHo@pGZfgkX+--M-d<{hIRj=eN4C^H9e+x(^$WGyoX)FX z@4?WP^<>3Ck$aC2fjwS81AWY{>*MUP(jA`UzE{)8DkVPk8DwcI1R!uDS%0Dt8$Gxz zaF3vODoz}_SXiQ}psvyDQ<(P{EoRr zZz0%FTX}FRUr5~Vt1g=P*1D>ic7NaMeX{{mrzTHW&OlRaYtP$|jU>sOug@TCY544N zXK+PT$CEIyqjlwXRiwvy$z4B#?yp?s7$v z)GCqVea^w3H}Zfk3P(fF(lH)R6-U3MG$?NuF(EDyVv=pF_5D3vA z6zkV1nXi`yn>lTn-U;zU6+~t&A6Q;NnElOGL^VkyL0RDm=()PWBB(2&5IX|U+W^Bf zy|OZft?}YPV8_uqHgE=3QreHzB|0*@I$;M#=|&!u_9(EnE$j8+CUXC>wD2i6hOV>C zw`%a;p`$>p*}O1)0H+#M^_5jsyEwYY#T*^W2ObjPnm@tJAD9x0n|ueKY#+C%IyPP< zV0V{hOK#rvrbKBj9OmTj>Kf*z>l`Em!4;eEG?J#GV#`-l{Ehi05wNXR>nbk&_D7Pz zq#f}lDR1`Y8r18Y3W|DwW?PEMJw;lLrj?qWNYQ9bl2!duX#0cjij;i{n86QoNj7_=+#5 zyVU+YGbg9abcosylMJ~TA~va;B(FjfW7>l-`*%-9r=q-QRJ4qCL-^Ij2NLt;>hlc~ z>7WqUk9KWYL(@l6j&IHYB1^p+IamoJA|e{jkiv#3DJz2_*i*nyud7$iks}}`zWxd9 zmTxI~&t!s*w7KPrm-VN#Mu(}dGva?Iry9Q+&n_O{a8myGLH0iAy?%b0S0RA2J&)93 zj&-vSZ-+Z5sX*P&w`HN>{<=tl_TV4bG|+}e-iLqOq#I~O0W)|PdJvm-+i-l;n=sXQ z@;3BbH4khmMSk#s7f8|IaMP)8BNG$dGHeavnwldOLcf0g^iT(qz@c#-Ra{pd#I0V# z{Gt!`qsfzhT+=bYIizjUCnN1Mu4i2yB-VQDE}*A^tx-`@vJ=5-wRd3P>@_#b|Bf+? z&acADHH^;qg|GDxElQ7EXx$%teIKS^FU+Rpfi1agvrne}t-~=SaP@DCkmFhroSf6s z>)IAwS57XZs4*H|&Sg<{G#R7OcW>25k^cM<%ahJX;+Z+-n@Ni&4<84S579|1%8ReC zUoyk^$*~%*wwUgYVw+&>AW7WX-u7mq<&CS`s|^HW;~I3?2YAXdNV0;xO(bfw};s zr56CFEwiNLFw7h$+;`p5_VBn;Xr^ufb!#a`tRZ?DSy*OWT%*jD?#vu$|4Fa(k$f68 z^^>5%2MZ9l0ywEj%N-!6x`#_0%z$SOF^51Ne*Po%9PqhUfOajyX+lhSylzj&j{$?> zXs>SnsQ=}BSZr(;ARDb~?b+9ma2aFB=?WxpmpSnxqqg%|5LddV?Uz7 zrjT<J0N0a!%Xk?rhDoK3>Uo%bx?8GHLWfb=XX!r@-y?{aDXaTH1#hhgCKrjvESq z$>*XlsIH~e5BOo1=S}yrz1AJ;d)jI`ZeF3&sd`1X=06=uYq1A8C=MfK9V|7aH zmL;{_ce#whs>$k=ojZ*H-yB*k>TNs4f{@Yi7X;Gkqq(>?+;*8KPNAGqL~1F z#*}C7mns`z;IxAd0|W@E0>~i)2gi^AgxXE)I`LRe*eZMia7W#F0g}gJ4X#h&sw&rV zlEYcTvBh-kXDuaEj_Y!ZXt=chTAA}-KxP{&(vcrb5jwB&*qy4#%*uLlaNKY@rjh@# zA^^|_?TU;5JQmk)Y{>&c6M)tMwp_h~7v-Io*4=igXI@c}4Uy8W(>2046Lr(2?ItqC zj6L7iaRVmdWT|_ve&O}inCKC@rzw3a8=j!yB3x{_jK#+!$qpH~`PN0-or?Uz!VrP| z`bZ9gPVzqv06i=}x;-9RL?YAQAT9J)d)D1F;q@?TaUx zjk+xl@>Q5TuTCb{&nwiJ)tF<%+-|8q5A2@V{w)|+!mWcP>Al;(WEMJi5SmZ#d9L5u zwi%mO$p(_?mK>=MCdS5`-gh2=TQ>o81vXpziH4qj?MDg&CufA$?G-l}IyN=~56_r@ z7YG@-0Pjv;U%&Wcfu=)0HwL9}QbwpSsShC2Mhkmh*&cQfbD0c~1EHw~G8HfAS}K|% z%~ZXR=4y%IjV6dZ5PBgZiM3NQ=o)POa+RAqX`%?F@)5TmC=g+K@fEOwj+Hbq|H`d% zmy;nW4$|PDCjv27S8kw%Wj24vQ9%JG)${BzuxQ+E{@4tHf=Q_O^bl#P!d#2`^G3+{ zeH#k*xGyg9)O`n`w}4lZ!*TC(>B`BCaH91#Gzswsfi1_|jcRJ?c+XBQciSRgiPN%coh})GJnB7v zm=s&JUDF~q@KlEMog>_<3s~r&{mB@ssh5$1=i^EPg>e7=V6!)W_g|BB&dU^}$L-~aw9hKK^mO)dEaQHg_0c%X|MUOPqB~%JT90nPGdkEZWTgXi^9UBgb)< z75Y_n<}=-mtgO7eKC;BH`{_d{Fo+<0!PtuV$pn#76aijf|7vWNKtbh0|FsBf3%<&i zp_GI{DrZqsADKXBFTWbCQsOF)U>ALHX(W5mr2Rk@MxJMMcL-mbgv3OP}h52%=Pns~pgh z@zQTT`~DYb` z%^d0P0G7I3cq%ppqUsY*yRv^`lo0i5Jc>l*!*fuOfS}s5B>>XICd&tBq^Mau9K1b1 zgK^Lqkj&7`3Kad-maXn+Rh%7u1n}hVpn#C(Y>7MB3(z;7b;2-Gvi`GrC3~xV7<=Pj z)*K)37{KzK>?geiKxxxkLJ(X)TH6l^{y`i~Zf`}^ZtzTmWJ$-z;2V=IBpDtt(?5BfvU+;Zqf_=eV+^nu2L?yUg$_*A~f zPQ@qC_W};^Ky29omV{%Mbxs=!w6^kq9ob2y#q`BRnI_l{1gSoN;{5-Bjfe}ANP%`z zd!2yAFq#vD+&uY5+Q{k&5I4QRM~4uAW6uk=^zc8rVdpL={`Dg$rFeXpbDXUDoYD(_ z#D!R#lb;lHq2`v^artivsMn_z6s+t6WZnc?)wXsC$au9rZoo=f)Z{u6ggrMmN5w(| zG_4nX*;L*!Ou#w4K~SJ=p0wCfPpI~uPQ>2fd#`e=E2wJK?u|N*bxF( zMIcGEb{G^;ela$7A0| zWjAAk`xQm8Bc{`6rz(Z~W*DPbDF2(Z4JQC;d(i%0b)g#@v%HBElI^-X%};!#mEp_! z{SacAL9qD}RHQ=q@jt3!fQEJy;(a$FX}%ouxwoB8Y@k!0lcQMUdCO}z3mn|d?h{rv zJQz4~gQ5bOr_W0#FD$k}zjDpa1JISpm+tT!L_pVWXt=nWufP`gtF71;dH6FQnP&cEc;J6YF_R;`I*7jhxl2PQz3-O( z<2G*I=YePkl!v5IDgiE^w4^lbHGYPaFx9eC+KAfRo!K-@!x!F{x#21F4HP|If%ke6 z)sUUSJ?Rd|Ky9%!_u>xiB5pvZM~NBE;B_$dMs}1v)FuR9xxg<4GpYpjHV9gx3%fPDe+bQbZJyR4HzX8!$CSng$f&OvIgNXEuv#HYa_SpMxe>j7p z<8O{n6d~{fLRpvCpw-{~kGlYjG^@(KO-n;{&k>_}7!jC*ZgGrsCanc1DpDWaBzQ(=#8kbn*2t>|9 z`^E<5#>c8B-h}b*M6EtUhg523g6q0Ucs+CF47fu|lx2WBf(8P~QvLT4zmo&0?;r+)Y9Wp=P;C4(dHI)j>wAUd z3yn%QDT={WdE|`1uS@6`TW8+5$#|g_)GS_H z%#MeLSAEz?W@c%5vMPhi2jz1AODp0UmIow>$30HiKzWEAps#xpMZ;yvNt8@Lqbt)v zdEch-((iX9!!ZB_%0Ti(N=nLm`d2wGFYj=m=I(0y@?=Eb^?cSDG#}Z3Z+Tb-omt1M z&NZ4~Y2=)d-=#*q(ANmKf@Cj_+ag9pJEHsPbS)?dWf^6*PbCD;pPY@nZy)sc!`UN0 z!85_y-%SNkUS>ZB1Yk7<@@jT;bkNe$9ssDs7Bs;ttE<29@DQ}AKST!Lg)l7frA@Z; z{v5MTBb1sY07N{g>1LH}WpypqE73@wC^lrca zmj#xuSrg&shYWDj)#Q=?CuVUD+5m?#qztO2CjsR~xJlmAQ^={VVN$j|b!?qLx2V8^ z=&n(-BL4ox4D3}=z_!bBCljFEif6_fVIleW`rv%~NGEo;7tn`58|Tp+$e%SXMghYGvK@2Euk6eF1u8+MI@J0e<>5H~ z2S@(-SvyKl7QZKC1OcK_9kvgIzuaD()`QHo;I6@VAnA>fQPz2-`}v;AeG2vUlBI2l zu@oz7RU-UPcA48Q_vuXa1*zcTCFln*9{Rfu2UQja5LFEmRcy;5Drdi2EE^PF2HiV! zEG+#3DN#{hM>YZFBYje(xwTakR1*NM0=^r)fysidBLjXPu~Woi965QhTuSPhsE1vaz}C;}J`rAvTTRUQqmzlu_N zobjMN2?SFBci5S#2wZIQ|JPs!zO6z^Q8C(kwd=uZ$%ahup)zeN*`!SY5@q|J43_F^SB0p*8u7o)H(|g zI+Lk#v-b9O-HMMjYY7$*QUMx;UcjK*5WpuEmjcOVh#SO?Tq!Y6T_nk;#(`dIScsii_L%rCX zY!aZqvTt>r?U3#-wnR0@$Xf$LO^);B-^l#A7X!4G4Dg5>#t&(#sc_ZKkT29A_ORn6 zi@Ta9vr~6qS1~?HeZ$6d^Bt5}fFm|TfhraM2$$6DmP@r&6lwH(8o8mmdxu5#tv(pu zvB0bC!hsDICh4Fv zmtL6j59c2=D^^q;oJ0jW#=nHVA7!@`Gf4W!e@S5=yin9)8C<)?7uBLA&}mLbvF-re zY-h+;V}UrfTo0mjC8_$*O|+KpGkht)kl9r9a36_OYa1<60;x%`6GC9Q;(zUC^ZGOXIC&)h#C41X)=f+0&+|j`=RUi?cP|yM0+F`oF-3x$p8*o z_u>%It8kv&|L{YE@AT+2(kT%aX2NP_+=f8y3}oj|AXh|I&cl>CsA_E(u161R=qXwb zCM){$xCyL54Pu0;IH2bqHTGOKMDrLer{aXk1J2HKQgC%COYmhgy#P%x69e`7Mvd4G z-(S`p_~G)lt~Ny4=Qc~};7e)}fd8Zdj?Ah%W|mI#dQOOUS>?4B23wG8aE4pvRUI>k zL?BM|)c;l5nMXs}{(pSzEp|o9mL)A{WEl)R}^siS3gCHOm6MsFA zIx2kq??}JR(G5zP*(EV(-kdvOOe@7;&HlLBdc0m=%V_0D+>gz`-)%AOKSO(f!MvSC ze*@cSk&V>{+vS0imt*5BHoT1C`Rn29+U|@t?$bNDM)zG6?e*C{NgUlx6o5;k;K^5F zYvotP&orcx|Bxo3<7Qag?7 zc(I$G!!IS4j{6;P;IG;CtMRd5wYd>p+X|u+3TE-+d_6tR^$y&k3OKp2Uds!zj|lmR zQ4+)BOI-+o%8sodg28Y1eRw;Y{O7&5YjtKCemyOIGGla4=dxR?A|oP}kj8Pz6=N~| zp04eOrvz;PSJ3O}D4)PDRvC>0d!|W%Y7lZDJ8@4yVV{!X;d8OFZE?)1&+@6nXrJRz z`GMxJpQ5q{uH=lrq?4U@7tp`f7jW_c7(Vn6H8q;u`1v+hI~Z^)q7JK zmUDH4OpVbZH=f)Rrq1Mq2IOI6!Jocok|^l9!}E*&e)pQv&H-6K$?Ts;cw)mkYw4hqE?GeUY@Fi z=y!)9e4DC|DP0=s9(r~ zrL#ik{|?6oKE3o*K6RAG!3>n~QdoRXqNZjVGSrt-4^gMoWLA{F>Qsc8=tvxm6F28r zqqkk>UR(m9N#y|4k!CXQdExCDh1XRaAzF?*dlT5+rjg*GiL^H!j84g0TokfiD_)6! z?x2C$>tx{h3-^u%fW_Bcq1sd++faLKcd!qIxj+&!=iFt^F6<1*g%UA23Uj_+O@gW7 z3#-BxLtgPP2p)RyWi|+|`432;G=GXd_pv4FSSK_Ro&&3l0|-Yk3U716vTuxK#=ls6 zEa8`shP+NAXXJaB+XqaU)S$1rlF-~5KJu& zpE#@uYbw>w{7@6oJZd+cymy6-VK*x8*IB5hapbR#=-!}^`a!9K9dK7T+gRV&=g`nZ+&Tl8Ffq#;{z)s9xm zAxTNj`xK);ty9t#tAAJ5z6mTn)iiWb&w_569xo%(GbsG3pAcna`IE41U*@{1#z4ST z;7OG)wfE)u{5dYCYzZALRYR-+yj@pLpae#}<(BJd&<>}64N_TH^f!}>)RqSQ+@@YM z^MN`UZ&lZSpQFi)hp7a58@+>UxIiHfhq72KqSibA%y{^ab~ApGtAILoOw&wOp&RUQ4Nl3EknO zcEQm6Pfh&dwYs*nVI6PlZ?$&o;?eA#FQo`RsdsKa*sXL2UHlg4iJZL^9?m@qW=&MFItbt9nw|spW7*Mgje>$vW`>xDplLI zAs<2hOjzs5u$EtzzXY!CIao?8j+)ebJAC1^hMfsd%Xg`mhb6m@G$Cd8lxWPI17YaV zNT?&T!MSoQ+ctUF)1GlEQ|quKoa@i}=Tei!t>p>fQU~!T|B7-czh8}4KcYUdT5}`O zW6mQiVPl>LtW-*=-d$(?iZfE|^MXCz38VNuO2u|6@Xb&5qV4h7tNEE9X0N5~*!&=6sjO#mq|$L#pqY zKf91pFDmF}GUK+bL5#8HziJ#jZPdF6-xxO(Ih1AEZSk9r>q>dG_dllIvvc6Cgwe7g5mXY`TR z*&00(HbD#C)YpjryUOrkLOe{VtL4!?vl?=V@j9|i=D@8402`&7af7w%V{c20=dGPJBFx}tmz68|0SrG9uZ=UEovF6dQboAQVRwC^bo8&N3&?o}XOg*mOk zpTrEB1v&VXIsVSsxmYu_k?a+}NFXUp)OX{aHjdB~>0|_SUx;=ipL%Nd^>A6P@aTs7 z;#`KU4jY@<&*^6@xWR8wPP)FHKuraGm;7Gj-lxwxBV==@m-p86VOZ*n+hIS|p%C%i8vLbd+_eBXjH!dZzB_5>Uf@2n z<+r?M$!dGqM&sL7IUU_M!RH?P0>31vusQnhd30PTPFb|A_}Nzm`;)Y^rx{gzA0-wr zQpv-clq!;;>%gQcxhQ1W7{_sIsm;c!^OmGRpmNMz_7t8bCl)%zyE4|Pv;%^7E^sK# z^ix)BICpMw{On_+rh9ufJvMTgu>`>h-fKO9lEst_DSIkO6P?=ccxX$$JXSnl42(mu zm)Dgg+Y30*JraSs{g)4K3EUa>U>5CZ>JqlbsCq86y;=)l$Dkt?6VLHBv>o$>QF9@h z+=3<=5+18hq;tQv*jSmfN}n8wpSJ3}bf#)&t53Zo5pu%&{8C7j_Gh*+t zf7Vl1b=z#Nq2*!>mM~L-$qu4d;%L79@(}uw(5NF@)SnQqe9MQPzVGhp_Ou+E5s;csc|F&bUt; zUs`M5**foGd&7PtQn2b3iL&)_8S!0Iy?$S!v!P63{cOfH_cVJPwd!5ZvHqGw>ns%} zuG1O9FvI6fLv4R%(ODi1Wq_4Xf|L`Nayb2ly_Uj)IU(BI86619lxC8}vJ&1X@7?Bq!2U z@iwrQ1=VBweO@iM|7oRGA^xz;4yh8ch6lE;D)B0~7@LsLlgrSiCzla;>I~tHhi1b= zIs};}2aXsNKrBHLKvty*U_D61j{H};sHCLzB(xpYR|F^YP9-W3aE*wZ0oWp+rpMR# z(yu+SB&|;E`f2_vTEJy8s*m=gjP&(GTBmpswvab$^Mi9@*RSor6bOGk*pq?m<*|O0 z_xb-46dVH~Qw4H<2l*y{ba^=@BqZcKlD9E8GE&pm@4|9h6&e*79rOnxP|pniqy54` zHpRdFD8M=NZ5nozI?g6yy}djZkgJKD;X(C_RWayZcb4d#Pn1aP2}mVK;zUA1!pwIz z^FTxkIje`#9aRO0N5FR40B#Fb;b>rrOcPRT`yyd_1d{`G#Vs;9vpGJvxvqnsYqCLj zGN6Dm9R*G(a{PaT%d&JhSkU+73+fIncq$koXVT2|5f&63!_rXRr*d*~P-;3lTW$hy zz_kGWi~xbgi#^~qHYmJ)!80~KUKMz!)S-83*B;Wcf5IyqfH}vX2Tv-NKC~wt#4XtG zZCU*TK=oW2Sy&rU4_|e|Mb1cfkc6wT^wymB{5f{2;*7WhIl6Z+>pnDVDIaQAo|a-w z=8Gp3r#;p;##X%F=Hwvw(sWTY{$V$3U4w=AX>|>a-EJQxB_*2u)O|&+HCwlXzSVu< zp}y^!FS)ng5dwo5re^w?32v{}Onv=1+GM(RFxx)Dh1kt44ijz~g(ZuF+9ju|^!NDQ zonM$}pWp&4xkoE8pImHnryo3?rc&{jYSWwBb*{SZq@>cT^XU$qJ9efYu!F4c@ugQyQB$t~ zGUZsi?5XG4)KU z90-0@dNv~#0IrJQm7C6p)lSn%#jYT-yvm7Y83$1ax@^O$9P*Rcj75JN# zjExh0Uz7B}uwz{9D}e&k8#scUfegA`_7-)^%&ct!uh0%2M|7elN8sKH;!Fki$uKd~ z!)}oLyzqU3$lT)JPK|uHl3EkN8GF@&FOhvm+s(or`*uQ;U z(H@8UJmw7iAw^|n3h+7}h-5c_ER*k4yB~+3MxQ-9K}+3$^@@~R`OE^h!pO}0391nY zcHA$7;rV2WZ3&xtjhv<$xeVavLA4Qd3vI^Zl)!`@&#Pcs>te05R0k zqNAXu9gP%B>7QAJQ07bM=Ptk>D+XscHSMW7(7wRcL_P{1P?jp53w&V>@prw9!Yi?; zI3eRtV0t1=#_E(W)$AJmcCs$%(tF(&my}!u@7f9+De@z^BAHJR1^r0OGSA|+e*|UO zcZ-0BP^=x(!1m93eQj+efvvr{rRA)YR6JsdTPP#$tO`(`!#875DGUmG1q1z1cH}`t z-5de68wAf21gM4bT=*t2t1q-VCMGZ5fTcdAzuySobAMwPJbpDol?^h_Hda(2f4Efz z(%yTcyB3&d9)-ApD}?MfDRZ~6;3gs@NxS*!JE?kMYR}|Xtv<2^C}7QbF$<2bJKi(N zUUG+fGYZwMGi`|zKBK`ja3)VTtD-ay_y(U}GQ4vC`}w5=h||HR3Ys`a&_JrGFpL19M$g>*>CnP7 zXu6pou^(Lgs4N@3v2tnQz`>uU2n*wjaVd_SKAa-HwGkX`TF{vHZ@SiX=ry}40up5D@Zpu~kUKc-9!0|N`*$N6{w)*;dB)Et) zcaZ+I{>YQ8l?;sPeCN;G-UEKLu$%eF3JS6qb@NrRUzJ|CXKG z7CaF?v&8&51ym;G`Lus4n8*S-YyRBa{Zc35Vs&bA@;9I=M@B}z2612WrQ{PZbD_PL zEgsTyegz^HY^RKY-*dyNhch1PaO*&w|nDV7|~)B)2tw2`2WGE z^N(sJVPYUE+Jqpyw;$(G!T_0HRK$#L3I*(;7wjrvk+2|wY)9Z8p$B#qZ zvVa5zGHSr)j~lQBT@OezES#Lx#3nP(fx8AbZx+G^+T$--oadlT-T_By6>Ol5_yGOB zY)H$~Qxd?yjvIY2Zzu%vsOM8XKGYv*@&G%SblzBKm^z! zgUYpQzD@7mz56(q^9~t_wtO|AxSG5VfCOg-^2E`A1BWNIf&B{jSV{*(MuB*k8YNN@ zfozxoMo;p=FnEK(6+QVbzh+grhnH7aSui+4O%X0e1)F=^3j6CUm7WXZp$ynp<>lV_ zw@c^y@@M|m5E+9#i7a42!u(2CS69*4m>nfW^b>>ms};cTa?Pt>I1H7pz$ZD+4@4Qm z-_He%Q-E`tBFs+T^`G?!<`YSFfWvqMH=?7kuL7x^tzkEYmX?;0At;|M%vea7dH$T0B5F%7X+00 MRc)2LKP*E22V~Ub{{R30 literal 24004 zcmeFZWmHvB_da?MP!Wj(N{4`e(j^@tA&7K$gLHRFcZkva6c~GYp#7$$iCQ7(2l? z^exNc@G1kVz?)?<(_(g@lLBM?!ZXHwaENLz^?>VPWapBgF!=Kz;NKi_5cJ3DH7o@D zLc&9S3x~s_VHvPjo0{e|_Uxk~H(_JK;RwSwunBW^0c8sC{rlDh>!{e+)f*xV;V0hI z^YfP4Nqt$60u1&d9WJPUu3l1yw%PmtsU!L@!UXW>tgL{^Nj0yy!5{G-seF8V9$cQI z0UcWU2^$a6V8B&XRaH<>IIsPR^O}wAYi8z4A79@aO`vUJr9WWfV$+r!`1ttX&Mz@B zDCp>;qj?V(51g&5HI`RaqNAe)1JQ{eR77V71$7gr<>d-zX@IM>EhCfx@aqTz>{{~!_e+G7Pd8yXtA z+})i{S+VMOJgu;t+0?`#A=$lY1Tv_oh~3}cckKbEC38a__N=I_O?dBa$C2luZ*#5r z#o6ry1|f4>X5U+q*budW_u3)}?1md|4Hx^>^XiKAB+m6OBjiKW-?j3CyqX@3qx z9vX~I&HnKKh%-pdi9UknQG37MhrAD)w+^u~%XCx&vhN&im@j^!(`ZQ1 z?pz>7uf~b$C3il0GVTR&;hcRkXD#Y|opkyM_H0K_=o~ zH+7nO@7cs}LsUMu)8haE?`GdeOOCY@H4gb4FvqP?w3zPYl$fty+XB!CrRqMxqm6RP z^1c%L^Nh<@`R@2nO@LoB?QUM^Htn1mlwTEb=H%z-3`eCehITP>V-}qUFCScYE z|HY(eHY!#NSE0wmF={hq20vfC%(NU(6nm^fhlxMI#3;Qf4?9l(`?sdR=GJ*O0Bckx z2@7MXvhx!E>BDJDrwqQdprA&sJfhjC$^sppBo?QA`CW9!ILquRs|@P z3<>kLRi46C!r^|%{@A*~O-A7_XxMzl9}_amHVd~C1O>BW5$eBW7=3I0EBaL}idiv= zT~ze<7l;oL@xq6%&a8VfO~6FReA5>k+u0SHo12G6M@Q91e@fu44x~xDxKwkzEmSFa zknv9}TPo#RHY+G-fas}9l3m47>n^c*@1&GyH#$pxg}l`6-dr^=`jaUk!N3}?(4lme zC;80DOm;}{=7sThEx}JQ$Y=)N+JF5#&WXs(j7bQ7i0bL1wY3ujN3da;v+J@aJbuEW z!?sv2J}(RV`fwymk`RYpt!=bGJvcbH*|L(=aa(1#{!FVQl61i1Z05a|7753+HR4i7 z_|fj|bGS+Whh+58-P!(19;aeYubJJ+n{QLE_qV^(tYf^>Qgzp?qTPo1?>u%WCz~8k z%q(V;!)_6?($Cy^fxWRII$42E&dmQ{TmM5lFw zp`u%D91MSAre|Zwbz(vU2cv9i@3a0ED&iHmIoIc#d+_Ez8Oxe=l zRykDlTWP${K4bGX@AdL;q>q$4D7mKLeKU#i^9FL}ukFP?W_cvZ3{H)HNyZd5P{CV> zmGO~mo{gdM37aHYl4v};Abxd>O-)XINSoxicG#PpR`RJ+&oK#S3H|DVMqJk64)2d# zP%fUBxr`Z>P>jj*q_>qyDE8*KA3lB!j?!TzGooE+UQqGTeAGXgy);Wi}?h67Kf9UNXOg z*5Ze%^<>h5(us&Sej!0(Z>?+7^PbSq^0{B`DBYIWGS59@_|a8CEVOucI z7}Iy^Wcf=vv3Nx2i(aCT8B^+EqL4RT(BJM)m-X4tOnyV*S7v)|VIiv9BP&8DoWo0H zi3@Hs<}3P8oA=wu6qxE9b26!K%`Y%rDUS`0zo#B=K9e^1#Oat{Uzlqn^EmcJsJ3>D zn2;QZ+oFwnmU2mtX=u~So`n#P)ZOh6@b{?nvY(MB|C{q^UP5ypR(VWIAlCW!bMjOv zDehBC2_L>M`}5Xdfj~%;;k5LLo;6@T6E?N!#hAZK)9Z*d7|!|isY$K0dTV}*JR9eK zB$0d8hUWeK2Sa9cpsm_f48EPHbWJ8DmL&?s%N&M%{9zgC2SHFU$wp|&@eEf;31@p+ zz28lMPFJL#{1k~kYqTPN*2X;`L`Cn9REAZ{+d?81?;*DeN*cNrH={za7r?i|qp1d# zE-26GRcm968$ALnbc=k-k$!lkDwt7~S-(gTl3r=iLd3T-vXaZlaQGe2rOVbs3j+qi zc7X3JDm7I~OziQ_WcdrUcU~Gioy)QAngay(iWeTt}YpHUF}At zaD4o3hcV6fs;UV^+7UrPM4vkmDJhE$Lj!rV)p~OWw3_;Oc#7#)Ul+&f*q4#j@4FTT zClACaTfT5QC2w%s*4?e&e8)|h1;-)E+NZX~>$63j*N^1uup8j(+$w66sSsonBijtN#lu{yAMpLuz z&6q|j@M{C=R`n|bakw&1A0qBG-tj|`i_>fJ!8T5!VqG(Q*4vwh+Dd&HREN|-`Glce ze4#x&;VZMRDa1pAZ*Cr8MGLX@z^ZIlJ}}g*lZ!?Wp}Yky|9nm0uA5`d9dX#=CW+M; z9mGu>xSIBGm{r}uL*Oyp_nRMu;j;$Nt5+0TFT88GIaQb9zc7HU_9b31w{Ps<4<^A1|R0xIL%P_PTikqM?^C5IY(e8?(Bf zTkm;nJMthte5x~&rwC0;F<%L6-3FQ$tThm$^Ap=|qdo$LhI75NMh35*KYtEy?{+HZ zj5@;b&1Y&xYUy}+uj5IIYHA2dRdHExqch~yHWxl4OE?=YX@uzAJz{nUJc$qC`8#Hd zTp7uqB$zUZO-hoDLr+efqe_D4yq4m`V$_Sr?X(*o*H#_Zq)E7p~gX6uuZ4Sf2 z!rGi+BqM9)iA_n7ba!{JKluLr#gB}PdOOejyu2rYt+IQgUtUsCxmr2a68kpK-*EHu zr-De~%kZ!Q9S&-}>xte%i~sD^?rc4wZ*$X>Rb!t?c1pmAsbRAZGOX@$Gv6MB4x#Pu zK+Gkd^)dIX?&9J?!~LM$FCbtrUFZ@2XY%YpdAy0>s+=2&w=P$2lE=0TzF3Gq@ghh2u6m18f7H)Ir&8=)IqMo~Ia5;tqE*X= z3nLJ&;|qAYXYlQT(6jpP_A2t~mLxJTWHaR9ul04mL?LNsj_$d;TPF~s_MtM?z1^Fw zcR3kRuHJ7!ohUQGCg!%^@2>@8C-Awk*Sno{n3f+-+YK-~Y$}j=9LoZw*ZA<^gGz~> zNPTAm7(U^R8BV0YE$7i{pZ@lE$@WBP;QIRdTr3$meOI=bBhyYw_Jp|$8XbC2TWyll zb<{$#qXW5kg|i&FT(SDjErW8Vh)FEMe#MmKktH(H`fNRq+v&FMYHvaqsX!`-)?v1` zwqhSX9L_RQQwM6*yCOKK*V@|IZSh%3N}~Du1L5C|9&ZdKa69CknFY2As;N!Nj%mtj z3ZD1sPlZon{>h31C*1K}B#51*tviXGoEz7m&=LxP`;)nNk9t{WUBGE#jnl9VKHCZ; zaSZ}z_FIx=O?T}t?MBZN61NsV6b+Y^Z!q4&E{fh1o;a(9ivYWRt~EbXoan6VtkFJ- zJGGYSH+HXsZl9SyayoL%Omle35zZZ+>Gy)1ZXr`R6O)i2ztmZTK(O?w_w(n^@xo8e zw30qjfgB6Av9SRZ?6>`foYlM?C($p}(g5)oDg>rae_w=zhN{*&(tBK;BF`TU2z2f^ zvg$N>xAGUY>ox14)R_r#6QP5I5}()Ex_-s?5yomKsn@T{?XgaU)z#H62?^cBx~-mP z2X4pf3pZXWDtPQkJ5kmQ<;eM zA%9IC+_o>Q>86|sf71hVZbru4-*3ej%2TARaoFm>5V&rNk>>9%AJak|PU&+!>f<>2 zD}?b6sI(PfJVQ@w6o^78W&SPY-&cZ8Xgv3d*jrGJ$?^GIu! zvCA1qrKQ`BqYoz|BYW?VHkbNJj|s0%S4%jt@~6P|{Agv`>iea9hd85BL`8PBZ(1Fh ztc(WB-%k~Wzb@t#ykKC9SPn8U$4P4J!7({VG=wE{SdpAf+hKU!Y-xA*^-*$hB?#PI z41ip$m1hkkiP?2^$-us+{#UAo!=SOggYdXmr};tF$AlIjGA4rXFcQ8*VCdP^W*+)3 z_&K#-`t})7fPtRVDp^mOWV^%_sg(HK-dvF$cmmv|%w#A4J%A!`wg65jmjQ|ua52pdly z3rtj4n8~=G2xz}u8`neM&yPr)y}@Tb$PO5#k>iV3GmcXh({6k9WoBa$;4mD3v=2J? zdkGEiZRb4B4&oZG{m;*x?@y_OgldT%G6-vZBWZBq+TC=oRXHY6mqTt6n4>#W7e61l9F=Tb*lhm zl!N7F%D`}CxEjMq`_B)SY`9Z+Pln~841IiDg`xgfj#QDJykY;OW9Fmk{xbmrt^BDz zvnAzP7skbF!5tL#Bx|?nXG%D7ONC@)be|2>Sr(cb1em3So8~W0knLCEIf>AL%K#4? zH$RC~1;ZN{7=ZXd%c`=JjmRTX`qUg33g{U`4;P7b`1VB=bCSOPl-rP8|ep%kf-)@;OhMP0Sy=5co7F3Pgpf zX|_r(J;c(#TftyaE(rbchy0hI(xgZ^1wS20skriEtOE`Rfa9W~W#7?l>xq*kxuA#b z98w?kmXCdz-He;5F5guPNolX*v;0E-MJz(>)a3mG_=N|QrrHkgs_$!)jB}z(8^9Gr zZ9Kb#J~l2q)zkMh8P!lz{7{{rydL!l1lGc86y>$bnZXd47cH=CKVseCdsfW7E?fN0 z+Ed$d$3p-&Z5H8bK-t7@l=F2V9TgpCSVReNFlzXaBCl}bD`0~;h5Vy2sfB_7N`*F=@XI>H-8k#O}hFMs!V#GV~ zg4r^6u2AuK-H2SG(|q8IzdNnR_6fy{+yB{Lyr;ZKN7f$uZmVk)3ID`~d@y;P zqXJGzMfJd0=sVl5t}d~?GZkTijviFyqqv`O@`TkGc?HKsHG%33^^ctj63WTeWAU6Tj$zBktNcwcfzCb7|aW ze_Yg|FqmpKNU}K1UvI61FDBt%#ret+M}DjDr_jeoSS?s(#zL71aA##)^SS8h5F+)j~sITsz(I@{%y9-5e7;;yBC|A86vPdG3hy)B^Qveq2Vg#hUj z!ghVpsNKk;I5~?s^l~HD*x6=2WzC3*PwBs&%E^Xd67*X%n&g|5igi3NrO^++ z1Edj4=TL$M?|9z8QMmUJtKZtwwbY@#AI4J#dHKx?-pd9-Ar7+N*%`^{zku9945oTK z!!BCy@LKBXp*7)#f-@>c#D#!)x>8<#dM47BFE42N#cdRsb1M|oL@MNxaHDZV8v%-k zu=rocS%l5aa5T3auXHy#g>Z6ZrA`T z!{Wbg2zrG(8vjmi+w_PW>l2iAss*`_dUW^EGISDuLsVQyUad}3?@SRYzKE-It<1LU z(az};SNX`i@ejHq=$Md^eDDF?jqW3kLN1JVJt#Drf3$h{dbvDmb=Yogaf+r8Mf`Qp zX%}Lx$8-733PSd~ zBGb0b)h8WWE!t>`SsFFvp+AgGsr?1u2xZ7J!kMbJwS398cLfUXE!$;c+m_bm6!-iv zyz3s|O35R5@KF7wSGCX*UdFv&UD(vlLKg0A>uJ{-0$$uX-fNqaqS@#a?cg4j7Vmx& zdr8?OTzIZ@t+$A9BD`{{wKKnBzqc?6_DR#4SUH9L`)qRWHH+!TpHFua`^9rDp4|#B zW4bD1!c9O#hcRb0usq4J*Ae3klNWa*sa+0mwL@RV^(~1do0%LU6Njd;5A9?k0vNg` zMfGFS9pe-1xkr`3gxq|B2F^iFQcAig4>JPOsU0#ke^1s0bw!)t76*x8J273~Y=xG) zHw(e+8I%5iO>|y+78@(SVauFj#{*<>Aq1^Ya{4mNykWA=cWsmpc~p-M*~7*9*m=)c z)$lp;Ps8J_zXAOPdN(S$L2UQpkQ~3%ocJ~VI|f;sF`Ld3Um?)?%)7JrVG@G1;+XaK z;vlUJljDu3?KM-8%xVD3!%cpS?&VD##zm{PRmLX3p4!X_HAaM7>~@wyMGCl`?l}P2k_e`o3G$6qd}Z*4e>SrA|oKOm&At zN8T3#9a!vAW{SY)NltpGXbZXRdvecj_&771mw#Q=t6!Y1;9?Pz^v_#v_yrPyT%^xdS%%92)(6B5S7Fz24+ex)SQa z>El_AhC~nMBZMmU6C11_EnDSo8#DafjmV*5rO@z;@6}INT`I5JrzpnblzV-qrw~3V zpW`wRPiJe@#@(ij?1~6WB|{iZn)yUhr!t|F4jMbQRb&%zL7iTtE!eTX)m5mhj2ByE zJ6b+{rf1~j)KZ`j*oIND-M6&W$5Zk!Nj#_wf$7XE^i|juo@w95omCqcn7 zwYYE-6==KoD;%`>wXJ4@DPMIF-m)7Ql>T+#fO*hZt%Z>gchS%_>!IseE0?>$qXT|I z(-u-cTRB?EB90HIvO2dL8Md8^bNc-AYn0FDX%5$4ll4Jj84%2M5bdje+bfDK{;$!m zCUDj(>2SQL`FTgZukm7DVfy#7Fi&D=g#>}n3Ng&*w427j_Osw^`8P6h>@FwG14Uz< zm5x)gnRR5WpUj;J4PrxwT$^ZxhZlmj#pLIIIytzve^N$xOLoy8+rkr^7&yXtBWGNY zAyI@wqR52r^wKToOY(pk-OKmyM+vW{8nv6Amm>&?5Je{Q`OZ{dK-coam-ikB3#;X& zB>20R=<+m?E$p=_ZcUha5qS6fFw$eH4n~s)@;X4XKmex!iH8;S!gdKACa3pfGkoQF z+)+!aiOzo17q2&KryJ>xjO2^*kYLg18Z&)>PRnjNl49M$cF(QZcZ2xii7ethM_&SY z!qXrS%|wTg^|y_J!WSGukFIfAi3W03M+E1mVbUqVfolJI)mt|^iSgJ3AvuL*GW}W> zRF|T2DHu17bozVOFF@u&+EDG6Ehv0=oa5_&d-~EfrNWHUn9?u zX=nO>ULE#}+;L?!n!sb-#;a7|*6&M|hzxdb6}wl4{C}>SyB`&nogd&(i>~t~38>Uo z_)YN=Ok(Ej!QXm&0^^g7OlZN%_Y2mUx^@2@5-NTv*(eZ~AMi*?DsbNR-BEybYY^%% z*z9X)Q#Gf@_NvwZ<{`5iit)M7f#OWWD8Jpbs<`F5opS=vajQyVM<)m0 zFCfFgmv5$E&ht$Og$C0@KmylD zSrwJ8@e=)#33FjlQQH}ZFL1%D{q^wIe-uSozt#bfb_G)J4h)Lj1_aP);SMSr=+rrC;;;MGf5BRh>&@AlZgs7?Yta z1Q|IwP%C_Jv^HQ2l6dop-~NS~wTA#Cv;~htgdom-o;}{vy*X)H+e6aPh5xN}Fn)%#prS8Xn@1ClBBCsxJ+;*;C!;0f1{ikbj{%5$uUIlP3mzB2k0J4 zoTelG!NI}t?o3jgmTNapDyVlmIQXH(1$p0}EIzJhv2kOlUa&~7QTGkziLZxQd@6u8PF)^_mr$#?Nq&*ezU@(`H4qqRipooam{)>XVJQ^bO z_w`9ZND=c+n1o-tlMmVxnO|yb*y^I9<#L=3hZuvanP^W%PmjF18boSl zrlzmx=#IgJ!QRj43d_vSj){-&8vH3yzl0v>`^Ib(g2`YH(FlZX zY?#f)3Qzhku8#(6YG=R}%@+@tm8cX?n4egZ4<1(MnN1Y)pvE+-6m76J+0ES%dyh{` zRGAFt-peWeO^<-0RrLyv6xYf#5|?E-L*un=!^JA0mivJS^nrm45JCwt_>M6FMEZh{ zFU4)QIuJlzqTvL{!xqfEYsq$XwGsLM19NfZv3iTVwBGK`GrLSq#Z8ZZG+()`WMotvCc{6^Ksh?#-zS6P^?v}F93y2E7fuAJ`G#YX5hsdWY%*GhGswNS-?+P((P zaaDRzdwl~zpT@lv)LGg!|3I74HrcX8?`8Q9D=&lHm-S2BoxMc8HHf8%AX`o(3Xn*3 zRy(nC$)Pn{<2Run(vZGu@1Q;19i1dy2@Xoege>%&buHg@6>ZFBB7u4OsH?v8?HS@U z+>Plg<-w$O_Id6*cr-Rd^Eo8MpAa!vUXFhDT-C}&P@Ic)#=+w*AaM3WCHp~Ob!Cv) z5EN$}(iU#2jT#$Z5k0dP8(LFMYw)FJ!;lx}(MsX{C;c3F7*6P^+7lH5X*U=CFGWWL zPOY@Hm<1jRAU6F(ar#0)8ec#moM{M!!WXKlKSNJyF)-m+a*$%_qiR2rc-`#J=i)dx zPQmLFBz6Sl(TAnm&A*FR`#lX8MvpdP$;0kHu@*+S}K%+*-} zq9t#^*x2H5n?S`>5cxEVNs?k64V^v{PROe^b%dG!Nl|RO&e}LiOgpuGaY+xeBz4AJ zNN>JBI)J_NiX6ep$`WOY#SY!%>H(9}2`^Jka4%mZ4+H7y)uOO4!DkR;A(j2#gM*6m ztF%`^SC4rgk`UP7j?TXjPy~glVz8MnzZ)7nFQMg#9A3|H?U}K}V6==!d#iVgN0rLc z1nm>s6Cg1Z6)9!3El1)eQ+9nc_Ax>?r*^eJdX0XGI;jL6)Xhdia1v0Yya1jr+PmDs zi(j?9{iVqJQFSf(t<{1V2lcy2?!tw`p_;37Zg_MDw4n&yvRdr{GYP^00aymV?v&2| z7;DRbOhCc^sO4_PQA{1Gm_s4NgTZ@y8w)oM&8eK;$Xm_up@yw%y$NP@t2}|k8~y>h zO6q??0v>~{**a-lIkP#0=OuNgYe{7%(!y#lp;f#Bb#OF%K#i&ndWu@WvHGfL(QYjU zmTX!R+(0aUE&Bt+vmj23_WsRSZNnNWwbXy>tfBS_rv;6PIV> z*{Drw!ZNbBS_!t{q6h}mA^Xr4KRednO=CQ}pBWUk(`(rz#Dv$f20y{z z$=o=Kf#>-{udT z+>ZsFD0($VU3`I^0jk%Be>EGmEyo3=wrgS2e8-mW3XHVlsL2T z^BQdTt>ov1sUnXkrQ+N12vXHQ4-wP(SDPAC#_1pNVRUCwT0sTRNd88%wlGm`w$Gi& zJHil~%S#6LUb0X`JGl63?wfzckHcaM?NsfuubVlN^JPbW9ORh^&^&WMs?`YgGE-zC zNxfwhapI+j2nmal?22BxK0D0A%yNEs*TP*r86>xmYS0Jd*Tj-Kku>cbV3OFbKj%xm z-0Q5esAc|2&EhrqOh5q`Nw)hnl-#^Us6Bcj7S2_+BaxorQ)IRVv(9p$p)Qx)w*i_a z38hSBk0TCgpf&i7d?@Bxk2>fS@OUKsi6QGtMIHBr>-}){_rn$II_?v#u*}ew@(((Wm%5T_9zRqeibt(In$FC>0ox!p zbbpl^2z4EJ&}9@gB@I;8$(BGWSi-kR2`k*P#w|G&S_8~g0%%)D9gT2)({k(;k6j@< zUmxL;<%C4lHS;?5y_&X`CjRSiAhtrSwTI?FA!tWB36!y78-L-l-EdwV++Z-PMF?w<(m0Vu^@)DXc7bIbQy)<3mtB9a>Ii(8<(xdR~O`;iOm`u1uMpT*!YY_I-|1P}zE z8Z9X4_<{=8B{Y`k6XI{brpnWDikW(|v>mrs7NX;>{z4yN; zQG-Wk^{gQj|M=k(6!aK|!>H9u8K>a`;*a^J&tTNfv6Ub(*597WI1wQq7I)w$v2!=O zga+-m*wa)DC@Fmj^*n<=9qQ8ZfHW@MNnlfzRs)Yn-J2Rbu2jlC!Hv^A*kK@a95)Zt zYSR=((g8k99m607^5++*p|J-Z=M(^K;%nRBn)cT*%T0Q)3v5;16 zyN@~9*8Z2_^`!JSAbkw}y)f5}pK-REx!GU7eG>t@Sl<(fM%dAgtG&HtE1Zcx?)lvt zzzSu-p$808Wjuk6d)KUfTqSGa^9%pH(ldYfkXXcwoPt6V#yK6V!gM4Al-Z-859(b5D*%{F&H!pjd_OV=8X~sJ9hXEk41aQ+aD+Q&RK+Gur4=>#q3|B5=G% zi7B>iN0?T8d2%Br{nB}(RfW=!eFK^D{bL5P@2B?)OfS`O(xf+)FA0R^rF!j8Tu(OJ z>s*dNM8Dk2I$!__|3)@T9YP`0%3$>s)u?RG|&J|Ebeo&?WUuldd>YsGr^y?=3oF*L)7_JW;MJTG2`D` z0MUy2eoozyd(3jN@(BkbhZ*lB4rNK|{}+1(A|HdQx{SJdPo84FN~sYV7=59zcK1+` z3mDS>wR>NcYvL~_(5fg-;R=JFt0|1JO>?J4+yI;_^*XpLf;M~`tSjPyJQ5!hp_!|{YaYyf85JFU?qG&B00f9h@(-7%7X?%c@Johd{F@S~Q-Ay?9lG=g>E1_}ega4QdEc8*`B z7>}lU=T*J}kmW$OF+$_@VUJ&6Afk-CeCzeaQE+%T^7pc`;kcg===`5(VInHJ{oNTG zli=8w+-ds}u34_aO#+%cji^vJz)fyb|3vhV4wM!IFr;y3X8wlg6nY~{M)-sshab6H+q zpDy4u&D1(wZRQGRCa5;jhVCR>@K#?K731pBuXmQl&1f?&bI~M&rMi|$DxG7)xdi!9 zy`{2a2KcYS07Hb-8_Kj56;C9{1O<8bn-D>!sQv9Fxn$GqG}fpw(R{ZRNjkgbqmDr( zUWZX$bKR4o$6w_&TEq+FhJn4xL^$6bSid-0J8D5?bZ+zn7?5hUEv3NqJ|gsi?2hy4 zgmL6n2>?oD|C11xIwcHk7#uEl1G|PvLejtfFQdD=JJ+cZKn*Om%VK~b9~>FE2IxH* zSy`)9rkK(CYk7q$fjd_&pSnvG+B}dI;nxLMsF~CvBS~?4uUc^k-bGf3d*&&C4C_D@ zrctbeFsAM0QEv$8C`8%;9Btm)^QAh_7tncKHRpLn&sewrfY0?fr}8>h-Ev_mQebt) zX>J8D(_XN$#z-(!xAAC!2dcjEGfs<~W;2fdA>c369sZ%^y;zP(c3Dk0-kFLU({c;{MyveW^~Chv zc>+eB3!u(yjO634rMfX-@SndJ;5~ZE5VwV-T@Z8)fA8|VvhkKgUC#)CDf5!7klUh( z?CAHCQ1OtmAujsEssC5Abev6##&WMYN?f2s|>mdO^1>8?8PfTvRP2#p@cdN{Y z=6&3Jf zw(<6a5fH=N0Pk>0r~`mmpnHUhh2{6`A%L^MKLNLn_!d2al!zx8(EnY@Mi#7z9O}sr zLnD+4U4Q(|xd`$@=N~y1=)VMr-?%eX588@Y^ z6j$Jb^?tfnC^t+NZ5dv13{pN5mU{fUnqEi&~Q7tw4mn%;l5)yJg zHFxW%5LxcHqXuYb5U?gFD2RlNd;r1&CZ}Bu&}aj|yQUReSq%-1Jx?w!u9sA!n!NnX z%m-1WJ{X=J*8NtJ0P6Yj1#8b@uEC@8ToV(;96%DT0``=JIcRu)u$|4KI1{`1 zxQx{V;Ghbv^`}%XMevA8NVI}>9N>RNBMW&7KLOvoJyRPe==<=VX-49Ct_xNZ99dMG zwf==t0-$F0JCi5>LC{p_0*SGs1xELFbDwp%KN(T7G`Sc}2@ASEqr3_z-9I5@xcJJDfaQ>5*WONi&N;qYd0>J$YlRX{~!W@esU8Pjwk zmd}==gzz`m~Q$m=!?f`{Q?F>f||9ChSOCx5a$+fHFq1XEUBbZe??IbKJMuC zj6F%WL%@5^5?Fd=&%a#_s+eGD{tG`KMrHsZwzRb133&2i@b16O7^TDtBDoxUH|se4Sae;> zo!SfEtpmPh^c*LKi1=p(BR~_n=DDgEl_C-tsOS$n*?0O^GI4pl+Xc-}pV!&+-Qa}> zwDvpH2nMD zWJf2l?Q2f>f2weUpKL?_sLCojt+z)7p|p*^i{u=Wl?~>4B?c|f{q5dw^1)BHmxuYz z@18KnmKiSY4|zFR0;FA24hxFy+8#kUi!2}`xW^y8gw>x5{2-60J7KKM{JLJuB=rGu z|8Q-9U`31CbZ*^cQR#6gv>lF>_H!*l!u)Y)>zWB@^t-jRS0IODfpR!&0F1;q&J)shIC;m-TB2qJn~wp>{_TnY&w8#EWRu zW{c&`**KDty|j!USfLXi2P(Q7rwBoZBS9)ieA#lQ1e_nh+;+tRPCq$~bAeg*{?Oyj zrussJz0h+gEQ|z=^%i7o1BHJpVO3Q(c)e6Zx@#+3AA(UZvekj9jRn050uZM2@Mw(V z7CnpLmrFL2smwrYe{NyH&#E8qAemo_0XT%94LH($?#eXXI zfWr?cpeJF*XnDfveu6T`LZWUqiK7%KENxDzxn@%5?}P>gk%FwV3xzh{zNFY09p=%u zRP0aUIkpQa099Lbs`GNkUm&A%Afsi!nd?95Rjn+{Un!Y4ewCv0WLMSsM9u5eWK-ut zL#5phWmC&nSDjyYBC(cd^HOvQork(|JRQD9&)(AqPQIWzCiNKCzdC*XY>%5)KLmtUs%}?pC+{@@Ih}trVo7gZjZ6hUs_mliv9EE)l20Q zPUrSWe&WH${!N3=gkrD39MAE!}7AQ|g>&pRH z+ogR7_Vg+7duOqmQ3lAi`KfG7FsLeD18T<)NCfd8T`nAW(_Qe03(k*JjfV;Ifr8}J zCC}~*La7gcqTv^S%LX`q8YAU(PCD$c8PiU<8AcID17lItXbH2uROk@|NZNjdhRd0` zSq)T}a(rv}EG8iQ7sqOjwH^xrUjmle`S3{Ew9ubq_s)oKz{F!e<5GJp+&+CZ+;?>vsMC!$F|cQz^VG31ZU z8Un0g=gZbqP|w}$@J))ki}|DD%yt&||^%B;i&Y2drP zaq`33(Vbqsq!UtDn7Id~kvt&(y|LtQiI8(G6Q^Y6zCI&)2dF;KiNDbFN)f>D(Exae zU3(P&?8?1?5g9CZs3Xk>!!1F$+54{`58X^$gW;Jr5||a^dxy~Aj=U*Po+b+iv3VK@ ziMnhcp;07WAJRJiYLEXgX}42MHoJ0lh`RA5QFzNw?Cv=@@ST$2Jfr7>RIl?w8sTrx zzL&7bu;vs;_PC(EGaeAy2oIqOm>2|0a{ZcGZIrM$*LwQg<|Bb8I}GFlAO6s;kFbCH zq#l$;3;3F#tM(OnAgEN-Rg@PV*j@)4xtw1d#?~ET`Uc>~??#M$Br}}qb{-Cl4SDU`}z=Idn>rZORrP_8*qf}Ksj+MQX zTQc`7loA$}`U>Pfd~}Mt^(sv5fhEP#Wkkm(wkSn~k9uEIQY~VxHB-S6fw+IUYyFX% z3|Bbc+{lD#Dl>lk5%KR4DXPf5C(m#LfAbjV#bUYXk(OiN9jdnkcLZ72Cj&1*IPn*( z^(d^RwN21Fn-0!)(AZawHSdzxsA)0{wql-(2$q%t9I)B40|M}99AO|%*f_w*&I00K zcsNeaA7*^^`OV^*m5oLEeD!`1GO+r`FfY#ym&XhgIXSf00cb{Eo^TW9fA$u{dwYZ6 zIiI0R0FoIC0LizF^ENO%Z~h(ml828jN?5>DpMt5jNEXpG5yyt7)A@@Vr?h|mK@J+3 zAna`JXK;`h1=xEO>o?_=vy+-m6P1O9Hp8ydZGM46LVS0C(m{v(HX7!1r+(LNc!!c_ zuEDcR^dUvcwOo>tWqR{|2GL-pNLAHlTNStEG!0n!Bf_p?dnjiYw8*q8_V=msn0y-kH>^@*^1k2u!>@I>J^AaZMdVc7WXh!p#A!xjggccQl{pCr6JwIAg)8CTgoxdR}ZaHcBSRf1l_78>0%VXmWFBvi( zvBh~$5bH)V&f4A=Vd1t;V5c4g0jT<{6x8M_bszZFmIGe)p`9Wyt!9ukmiswwg(TY; za>9%@U2q3!W_Ryz#DH$}14O&_aEI_T9-dCSTkk^8LNVY;p}D@*;9EofL(%AON;@Q~ z5eyv7{aw<~T}{atu}1@ogfPyDH{mv|SLfB_z`Ig|t;4arh^&pTab=4)73-=EJF}{l zgj@jkC5=qe2cr9zEv(3{W?fQbZV{Qv>2FJiugu5&ZX!k$mx;DETB zH--Uk9g9O57)XyE-7Oq}mXiPG-cJ@#Np>!;%`HwO zm%zf5kXNs@OB)7{NtgJ|&b+A>QW=9QnBiR8V${s}f(s43y#@CM>Y^lyMh?EKtov0FsP5i7w7opgp<=;jt!V9Y*#m=r)x!wESKi@a{~|D~B-9&doo zSZAxN(;c(pwP##vpc)jw&-27d1!r}Up^nQEomfu)UXR!W1#cPVg+C^+_(RD9W8*c{ z2)1_!+LXXs4ggYrQt@DQc{wURemw=`^>f2+b-uIHAa)BI@#)8z5XeuJ_WL z`Nj{RGwb=%FrvTR&=D2G9-*s*x$=@gO(<7;jRR|GUQ({EuJs219M@w{QmwJib(#SE z%M-OujJ^-i9zZSr=Htbmr>8acl0nlU=x-LQi-~ zq%!toX}feF3$QD~2st7^A{?EP(gy&RzUA(i@^8|K-`s8wm{IeyeGvjidE4s5%XX9HrZf0WUd4#de?&5TLZRGdojij1fa6sR!Q3 z;OFnp?0M}BHJkbPL@?lPvDqF}Vklec4SPL$XN_O*q)>OqR~j48IGt2M9Fho#2_`Ue znq$P5w`G6{sJV8WO{Iscdm*G^bHsCO?sUGS44`;iNMAdF6|4d5h?}&ku*4uuK)rK5 zSabmmbs%5^h9@x{;cWJ!%`l6#|4}8$fZa#}-;L%M;6|a4uCG^7nt!0x)OYO{d-0KW0cpJ!I8(RIIR^+^5G*;?O%nfGcIwjY;zg zRTN}J;AC7!A-NkuzPG??4}iU-+B~70JKVnAf~_mKBcfW~U<*>+`~l%p@KAQJ820ha z>BmA%mM6VZ+b$I6=c8`HPb)9)%^VpttN3^CDTUJN@tjns1lvOxZ{^w2vbh0!n(G#fla1i?nq1gDT^Y`=pNt0TZbrXa2@ro8hqVHmH=fhT;xn zCJern%kz8QqU-hCwH!dq;Y(L@~2b0+>=52u%lr zSbm4BAC3Qf_TB^ClEPQx>|pNE-itql`oJi*c>$>tbPtkN*zF21WO8p(Tl?EMEZf!D zFDa_fQ+dS!Xa_+GKo@L2jb6uG#`PXgMo!b1Vt?+x&AvOlEKsJs1_vSLJH0n(h*>(Y z-We)l5^!Sit15nWx;heVWiv97a-*3DUh5JE6dp0xTG6%x@$4Yn1qVq`VfMnEd&BUd zy~Mtg33#K+2@py03qWt|uS0z5vTXD_;}-30=MTbj_l}IrHc(vx5o@#%Q0-*zyhNIY z@w(_x?Szja#{@ZOi*zJw0+AodcoiD8fEu!GV1HQV1Wqy}S){JS9C;{qR?Onq(pvOz zEK}Lpbnul=A9o`N$`TpCVbEXBbBI<=?Eb$>IrC^J`@fGP6or(fWC@{U30VdWTBt+{ zw~#IS-D2O;;7+J4Lu#b#6lv^R8CkNMvg9UWjBV@;Gs%+W_qn>C`#Hboch2)Wzvn#8 z@rN^)xvuMbUEl5fdB0!wRJn<@sDavvT9YrhW>y*78OjcY0~=OgJZPbUM1W#F_w3x9 zY(KFy0X zfT$>y9Zgt68U8Lpq3#19O$-21T11X|;0g;IL8)4e8xVFB468f|o!X?}_DWTaq)Kkn?9ulNHuCsCuBdcsSs+s3j* zv14=ZoTwP}5<2Nbs*<50{jY;BF&Z&h=Miv&wCg`mKSpvrxcPWmDG(Wz8<@2X`Hf}& z>PGwfQvK*fzc=vR9MFfDEL=^G?YzhpYnh_&@2*C9rjxWiXz=u`{7&p2#<{}7@jKn5 z+Jxt*SE1uaHTAYsw|{K-{i~+1!7&ghO+&-e$3nu7G>xPQBpfx$>_2gn-ZM zf`<=FHQ7V!UPX)v1&yrg1^!A;hxV_PNfu=rGs|7m&< z8-~JG>TBKd%1VA>;zIWHDjIGRw62RKqtHi*`;4F=n&kH+VZJ<4)7)h;Wp=azb`i|tK2lyLmXGAnk#?>8O7q2W-{*NETC+Mqqwo~t zVQ7@^z181LObu=?j&ht+k;zoK=SB(<%2D2Lt`^n3PtW6LBmbA0n_@aT>=>jc!RG4T zjm`X9))vK45*ldd?7)M{<;gxfxV0|lDBB;`Ox97D^cV=^S1L6Vm^hqCp5cX-YK4}% za*LGE5gD0K;xaIKtH3&(xMfVLt&3M1l*FIIxY(Ex{|+4UV>_cN>)z>8c!UcT3t zEnW8>G(T5WIy0qiBnL8oxr;dEl%y##@8k~=w=V_nniGdYU zO)vBlG4>G8rw~c>4_IPHThv5xI1-PRV0JfI?0UVx%FOF`da`$v zpNO=Xg*O42Fxu>R6HtlU{l5>{R7CkS65acL3w=|$ASGFRC#E&dFk{way@6x6SSM61 z*p@#-?DU3tIZRlBEG)GQli(2o%aQVcFMTX!kBZZ6d#f&fp0EPulKp$MO-R@6T?N=o zL#Me<#py8W)C>xH+-p6?!Z0twDF+AsqV;SNejvFHm$U~)P)UMx=)NWJ%C}&7yd4>O0{F17q z*!SdF-9iS*0i|@*Nwqz8PodfjS#*4IKu35-6O9Mo-rILRGc!+Wa#^sYPiZ|?z?n|b zhc3%40-!cl#Ot%=%0-_4WUD`M$CuA3);v)s&RO*tZVzn#m#K?yl{~lp6x4L@R(DdyCgUZRA$BNE|TPg_nTu??{1pY8DGpwYy^wGj>PvBC{!Ye41RpZ<=NrV}jyR`KUK1y7H0%N{+{JtMs>m~y zcZX32eq-i#jLy92d7RbfLbe&f;l_MA^Gk!ExB4ItSg?jdX@8ZlEBN3ETLv(0jKQXv zwRYY&9*6r?rAqc2T8mimQxoi)_l50tVZV1V(A~~^rFFRN>e~#HONaz}ydr`=QOxXW zfeNg7+3!7e)c@Y{!lQ7#!=%D6F*#{$X{it4h7Xj#_Ol{C(EqfLtv+fBmy@N#a*IJz z7@RcOSy>H%;F(IT(FfUv8|B0pxbOU}TQX3~0_Xi*q8E@dE?v@`!vLCuFY+!0hN$y& zzCufe(9qE7feLw$0hZ;w2qYP+%BN8I`z5JCC+3AC7+)JEw?UR41=Z?la*dYP#HaMC zs-&Cw@0$==4fa4ULO4Uru6wY6QUKN0P$3(fD#W-8XnTumuH(R$U%XZu$Yr8YniAT)u61R zdfDw|#a~zu0odQu1E^VJYiN~*F~RwbaBC60l9*C-OtAGCJeDliy{@(u&`eA5&Z5ZP z#+>YRZtnVYb9%OZYzeO7qNk^#uDz`=N46}S*ySV?zt--T4E4E`j#-!aAl@DD%`Ar!zA zKvi^JB_xI5;^OKKIw$Es++`ZjE))u7OYWHMZBpekI4HmkkRJ%GXiM&R+9^Ot04ygO zvOS(-(W)7&6493v?#HvP0Cq&leONmBU^If!v+9bL|84NXTpuHUCXg{ z3HlT2^PrFH)CMEQ?Qf+c_>y*-+Z9F`d3h{oU@zd>>{MPJRQEoLNOK@*mvT zHG&>B2}g{AwQ?EQOa@JLT;=e!34m*PBfuM!%wQJ97^x0gLm6g?!4FPBZ z05C~3dWbAh=Fc87x=cy1@dQvxY*JEGovqrOT%2=CK)A~7Z(w~wMiTNpy1|DfNHi&U zOwGH zZX$$&0S5_?9BBmiL=N6Q1(-vJhKJn1^I%#Wi4gfxWUr_0J2yovw#4tZ5@A3xC!6+5u$<7Ad7`Yu-lM*Vio}^ zd*hRm<`Pj}uVEbaU#OxRg0&>d5isq;dq$~SS&kjX;7sd%LkM~(*1Ydr$~vw3>(M2s`03Lr-*;8rOZ zS^`xoKsaztA@$EgEf6Pck_d6kD(# zB3Kz4i3%6J5;O#Lj>*ch%y4?c%+oR5oA=UY=5}k0lNIuGL8b%qh&zFVJiU zvFRVPF1>n&hMfF1_Y@e)%F4ia7#Fm;zE;(XTX5+;XJoV&iF}=j;B16FImm2Yp!@#J z9OR?Akl(_zwF=Ve>PpS_{OrCRZC!XQsKcJ{c6AZ_+@f^F0fjmSF0k)DrqE<+8x}%B&&ArXm3-b&YDaqJjDG@$pr{p0)mZF0D`SJ4aPydhE+cyaMjJ zMh8V9T6ki7{Fxg!GE#HdufvEF(R=RikqPYDo+dz^{g?U4KXQhipDf$H; zjCT5jkjA%oJixnr{cGA=T5L&`K4*90W}uD`Qig1P-|e zuOw*m?oiOr+tpj^H$kHw#e%5jdA)S^wX;kgp$A_ED^vf6K-E0UihNZSxHo`Ttqq5A z&B*$xCntfGu%WSW3BDP`;kEA6tp}|Rqhb8ki|s!lj)+IdrllDWlof4#!s%ihP!>(lV_dfBn30-pnlrZaHY zh604KI{`+ltIG=BSl91gVM&2h?~fb?nlVns{A1g*#>Bh@2mpXX1+sF@a?pSg4Tk6i!-Dv3nJW zYN}?|0TPIt7W&RxznUWZW?-?^gOzC_A{T<~;fBaFE(F>gk}s_OxuEf5fkX`6qKnXI zG|qlUg2$Nd7Ik|ItFiDd6o76Zvl~G66U=A~gC5O7i0KP3z6g}K+>P800)9@sHgGR~ z<*7jYU!@V{QPe6rLgGV+fPh|}fEg`Ml}eyiXM$rNnJt0xOr3wCFUOdshZP149sjL? z@@SarI-%1$eR_^y0ky1gP(km4ckb6305m=L`9BiH*Me0;Oq{l@`w2i)XSi_A@NE8R H+x!0j#Hri> diff --git a/master/_images/sphx_glr_01-vector-add_thumb.png b/master/_images/sphx_glr_01-vector-add_thumb.png index dd0869ad845dc3ad21c1ef2e532f91c8e742526b..31df0f49610f1c0d546513b1c41f1d651af65f81 100644 GIT binary patch literal 15935 zcmd6OnC3DCijQgM$DE{^G2k?F9uT2qz;hqVAb~ zwCv%luJQbGHdiNaG3g_UIY|_4fbQmv(0uv&nuWCOWTmKx0X$v|y2nbLCH1;V>IRt*@`! zBuz3lYkc;-oRB(PtdG3Bbk%1}THFS+fDzc)@ozM(X*V~r@qWK-hOx-NwG3*)re5FY zs9rvkU*||Q2z^;uULKh!TIz^(QK5kk-n8NG45J9bgaQu%YQ3D5)^aJVGrxTUe#`R8 z-gu-{z3w+jGF`id2St(~Wtj$4^p<5s2?<#5-)&O?r_Iau{6uIhEG)ZM%igtbNO`3j zp7X1<>67ItKYaKw&A6RF6Cvv5#lyhB@cQ-ZVuSDKx%j(FMlFB8C>E(*T?r7OH8nLA z`P!=IO%%5=iiRB*=rsuQ4%K`d9vB$tuy4ql+GECx8cF4d6!g2#p0VNaJS7qEzBC?9 zZkj~^=f`to3Y)C%QQd}e}n zYxIe*6&qke`@eJ_b=+Mjr44@>HR)e>j(;C3n_bnuSWqhYYRghWA|}PlW>{J=q^{0L z>0}~L>R^23x6kIzPJdps;Lyv{>Wc|yn%DJ$rPui&Rd_^1u2eKpet!PxjFwTg>z-<% zLR#OHlF;ZhT?ljT@CPwU;kG%#(<&RYX&bh=@TxxF8IH-1h|Pm0!d%SH}I zESvTIvo8EqkcjsQ<;Unu!t9)~rFGB08Z(!LpG|s>p0?cl?&-2f_O^{q8|RHqO;}6z z4EETK`glu>D2hdJMKD;Q#3x4eVRBMvYCba>WYFie^`F+;9u)0xJysB3Zu`S`eE5l$ z?70++;xWi19iOh|HXXVD99+GIgTo{y9zR|0-uv6Y6#1TEWARhf$NlM&>6w|cr<+wX zc08V)beCinGq_MxLeud~0ZfwIVO1=v8l7rhGCl?8Q$ii!|Q4-`!$ z0R>Jv1x-GbQPlmkBld=Qr{=@#`OY=TNL*qM9KmDeZ<)%zr~TQ8;#G+KQkFf%92;df z6w(eo=BK^m{n$dpZ!PjLjB3%^;D|@s1e5)clfS`@NWw@4#>W0uoqlF3kp=6dWrUJs z_C=brc|Ti%cgUaIX}~c^;XhMtXhUrt*S&u?YE4((0Q#)B^eh% zltnS^BL?=Fv<{2D;u{J|_Au>s@q4Qx7Dm?Co;C6NzTTMm?yNN^qi?!o-WAY+nxWA| z-vo_MMFb~!lMAC(P5HL9R_6?Tq7o9Y#sqHkp=>^Vf<{0=If|JZA08%SXUF<&sHCHV z``hQH@5ntqK3>e(nH4IH%c0Mflg+dT!P(iF8ysbDMtl1DRCRSDa;YJ|=<9z|EFz<% zEOfj3@#6;wB2B2`#g(nIqB1U|W$yN-275b)CG&C$6)4E4Ujyrd_BIh+i_opV6?vF{ z=#KNje2XQKEtpP{h5q3c3<4Ug0ya_*gIb>oRSw7Dw_Hp#>>kPO9vUfmdsm}h@27u8R;xd-~FdfcJ`!<<~H;%tRrKE zPOYs)&PnAHO3I<=%hR)^%;wLvlalDfSV~qg(Tg7=QAt3i<7R9iWOYu}uK&cgn&dau z)|W-?K-(iUFBUPbeN5!VWVX@ILd_YK%q&zt{Eqf?AIjR^{$C)PV0KMSoJ>3=i_J7O zl;G2)8YBq9V(WLTbp}G;?w3`~*L*~Zr&KUqYILI2^z-)QCt}A#!Hc@2!756cg2TT~ zI9(+?xftv$V5be;wI&+4{PGqDLolWG0fmf|pCBr|d-uAPSJ=@1?jy(!Zz<*1nszeH zR$9Hx&CO32EVG=Bn|98p)s$EQo_(ENTy$#85w-N4V42z@Q_-v-m#>z+8@r|9yf0erw(=3?8?O+f z^zQ^7GmBWFzmb20jq2sF4ExGp$f>Er5)YX<)`EqG}g8(N3gAo;t~>PH|;MOySrB4%%*TT5J8g7Ld{3{EWwPB z5V%Bo9Z_v<91#%_{?iT^b}p_95NTem9UKhTjtkO-){3Xm*w5>!4*k_z`KZ(9qrQmB z%Ir)3!hLX}&tr?{ms?Ok=bxnoKM+SD=Lzr$E?( zy3bjsN$j#lvGyfupZ0w+?)F?Ah5sZ zu4Kyd`Vbo@87nl`$$0t!eUsQ{$;DkXogP;{_B+1(nQMF}7Ob#jC#k)@KYk0HyOZBb zOOyBXLQiO@iB_r#Kc4sNOOj~<+R!p}l0cd_q^wOrEUV zIVTUxsk#VcT!q=aD_V~v9%2M!!Wgp$H#V5E1iBv?#+m6o;R3SUh5XbWi+^ciS|NYn z;fIYE@zx5zo~eKl&zo>9Nn>qVwr}Fh$6wS^AF-o5Hto(q(Z_x9u+MU(i50MApU0Cy zR{StRQ0N|>8@WFV4G;kh6H`%hvu=Ia^xxrFBEz;e)+KR|^Yz)2_(U?=K27Ik;|s@`-1A9uRGG!==*2>OO(D# zf~djO??zSvIfdxna8$YRPO}p56Qu^9(Kl`u4vC)cw(<4vpJ87&zV$pCq4=hR7uC5W zsw_^%@J+L;p^)g`1Bsr~i+@*6Fzv4{8FDgt)CPMWNro!0x%OR?IB<5MIOm8R+D@@16#k5ly0xc6b`hJ`r`of%n= z!3DT4|H_GKQ`j~*MPK<@*Ks@9(C3ry$wcl)RV_7$70ZM4&vY@LG+xcV$#9Hw%8z}W z6|u5bSiKN#U|neBz-Apwvs*u@pjE5{dGdVkI;ypKo9B6Yr%Io5mtTM0y2kToa~e+E zds!RxSGxH{KTc60qY95p^*(+&SA>I8`d9iTX}wFNc19xdZx`-Uo-|@~-ciE{R_@cF zj4NrYuv}!9-SCU7oeRnhasWNhhqQP~WRu${kbCdD8dfkNbvN7V~K{2PT0I_9w zFu(J6I4Yugi#VyGG^z<=4ra8}dgwP%BAp8ak+v^Of?GuT+}1YLER_K@L7}JKUEoaQ~1!(+9GJOZV|{S6Zl?Fhp#UsC!Q0z#a@E#}i(YLJUgrSM8T40S^V%YVs8SjCIY=w11T@tXL6D1WpHO|hSYNfS?)e{2fM zDtGy}&=b)Kg;myy%0(k+Q@N*=JE&l*oFpcnF5f7Lc8)ee58_-p2RH5N12Tepls}?N zNhf&g$4u^wl_$d{aXxJHTAU!8l~X;llkuBpO5*xqtPQkyD2xquRe!;qSUp_{abf02 z*46Au%@KtsqQ1b$>L*M@B=$0c!vAQF9_w7{pA;=&ha0lqK|$5eYtg)hVK6}fn3jp}s6Xbaca(84M4)j{ z;GBo#yv$yNc*wR)83~wEV*Sj{Vvn11BV)i?W^kw5v!2T$vZk@@y3P|2y|>^GG(6i> zdUE*KmHqlLzol|l6wId;)k3cZ`vO6-pWh#AWZ%Yzx9*w&{fB}9>*v*C2-i0nV4p4i z0Q>Q%!^Wegy*Qmj$OxHNz(>~kj^xCPQetHwodz2Nmv+uOtWpZBxO+^BQOIzG@%35G z#Kzio#tXT2(tz5IpmY^?Q&s40YCe7ydQoxVgsi+ zNy(DSxPW$rW~TqWwXCdcGPB7mu2o+)aB1Di^!dKDqz{KiG-BYf92_0(ngr0gl*+u@ z&)2mR@OfhcrL8kqoF``MmnUHeiShq(4=(oK4{Y>CTHDx|0=7ZlW7!P{8E(b@!45!J zPk_<2Yb{VxQc}wGn=nBiBAMC-+Wa208|;^zl8PnH1jVrpakg}$>Higp;Z(?EsnOHF0pvAq~ zVO4O9_kbSoMG)GC&*RwEAmr~+VP)m_`+IMIImpGuTYmB_n-kHJ{W**j+3dFDDYJG} zKb@1gDKSVzC+sUjGvVOia5}1=b6)tEf#L!4%+_xg;F#% zczyKuKiJPIDkkOy2r19)A6m&gE|jRDV!a%g1|sn@oo!ujzCMjuad-<3-XnyXZjZ;G zh#t(GP?IhuX`LK5EW6{c`aduJz%@~8sWisDiOkr% z`ynDSvT3g{?T<~pd^Qw*BKN?=@>Bma7vxmsU(|`vhsiLZk8%#lc)a(0{ z(?<5z_Lp|?+hCWQTYNC{2pS-OIAQ7&q2b;Y+~WE%@1q>jjDGZ6a6ZO+Mz6+zwn?H2 zqJ@N5M6UvlX%3w;uDcD_ju!ZpTuWoxTB&i!fYmpzb|4vSbo~Qc`!}d~CP7}9G$i-h z0#gpAtP9kMoM%WYHuUMmCQpPq6vZo64dD2pBKi6 zlE0w?4VCihgFVpbw?;B|T%NO4Abr(}0T`oSMSVe7!j23QR_ox}2JX_G4@45v@7}}l zT#>#e0XWFNcketVR_kkf6%*X=%=3G=#GU6fB(IHF!v{D4!>WI}w9d6Km9ckOG z*F7&A)>gUYOH{p>?EqS?X^=zb8- zg}vYemsvE?zVduaeqZSfjDTwNL6D1X}`WMh-Od ziNT#JB~%vik_{S<-yY@U_yrA7#IMoq@Z*0A5T7G2-tddB3ajX^SWFh6$i@p>GY*UI z6X(WXm^#0-{qIBX!*+ks9xwnr{PxgN6sB%|nSSt|3nq7LEj4zh6!Ix0U6NcqXCEwg zBKp2!uI#zJKc7&_M_0w&m*El(o8JV~eoF>8Cl)l6_=eV|q}+iLL_y8GoTlDEA08we zTpvzsw9ITUFxNMeuP~OsFRyXN9Y%sWzlN?%vOL+X|OvKC?s`K^y5zfbM!CU4O<@=GvDakJ<%Or8V`eToGYNcq^4dRa$9Qk64wjhroyMykTh5D7 zu2p4S-63#Ko!E2b&QRo##aNa$`6wVUgA(-cpr$g{Go|&BEm(3_Hh-gyTyiW@if<~+;EG#UQ^r0D}Xt=vFkm7Z!pA&CgYpWmQHiOsF;*QK1 z(Ij?WbUG^5M)dxvp*B$bA--P}bD+176gU zi*8*NWm$$F>~_!t{MqrClD5jv&wBUI@#_L1lT0kH0u9H~ktW^~5|IG<02d1uW@&Aamyil zK^HVqUtbRvjti1!qwu-nVq-hOyvl<-6_M-e%99&OS7n!5-W+~jNNYIi8?&CX<23aL z-`ZJQT4_I=-80y#1r;r3Co6ymS&TQii_)OBw!26mWn{gh8*GO_X?L-8hDd^KUkuCAq3>wctr zesKZFDkQ*zZETp<>F!C=EJiQySx70uzAU%I1dj4~n)aB+k>$~pR+?H>aXu#aVBWDx!CFG-o1f97dQdFJ$4U{_W8MKj4_JNhk>rLQ`$x+kGT zj*j(QV(tB+6X)Cevnd&od)kNZ@aNB;j#7;>$0q%r-rloWJ%@?ON$0K|2E*25Ii}wU zfKB^l_qQ+W<1T1YwMMVlY5vP*zhD)7K}+lZyVAsAs(Y+xQe$jH#2d*dyx`$&Q?Lk2j@>A&=R~X8T2e@(A*Rtqke9pl*{ z03?L9t!;jFHAddq99d3cVq%TW4DE6A0po}T8)|6a{=Uuq^%0UVI96U>USNc=2??)- z!On(9BLe7g#%6n%sofk1A-2oS?=looja)T)XHZ6T1n>jIZ~}0jJYGHdo>CL-Gca84 zV<>88>l|SQ@2c{)V$W_3#y5e9O99FiAf-Uii(BswCBA9xjTU+yn61$BdOYjb0kD`T z8oomFuXkfvK>=*-!Z*XJe)|R(<7#cdIawQo^l#?m8zlJqhWzVz)44#aj+e<97k};sA^v2YR7m#*o{bfyWZswe?gX3y2^< zjFOO$(0A&6XKrCp1EOl7QkJ5o=KGt~03ihhg>vocuYdk1b2_YytUg~i%zgxc#{~e+ zSH`sqVCxY6s?0Ux&T!lbRXR23w0Y(<#VAn`aB4iVV#mXyXFxt64Ap_G!m)Z2)jdU$ zei!&TZ;5708zmYW?DZ|c_jM{)4;fY*{CD1)_adAh0wpG;Bx(}+_$Li+{ zhd)EZd~e}z+L4~S+`p%2{r%u&e|*8zSA=Yb5^a%|AuMF%-7nikZLEP!9yLUex&7M|MummFMLiInZIYF(dV9|5(S)$5|RK-WC z2Xhl{Wl-?e_v#7tZTxh!yT8hI%cFjS7ZoB|_GA7h$wpV;3^?(OkQA=V5v92@q&<)_ z!6uCm*|Y5qv*z65)Xa}8drZ3Q9?Ts@E-YSj)%krUVJ^u<9<+I z-%9kNwAW#~3FVwr7a->6U|3EF6#_9BDM~VMd0o6}DlU^6(#kTVl{()CUS}KD7qBu{Pid?Fx%N?_ z_V2j^KEdkeFLZ1oXr2aFP1_Qd1YK%!ctuRzd=nuS6;|-QIl^bSb(e2-v z0|Kx*Y#KHX@{%UpgO$I4-eN`2(YMx`(fGp&QBq|_;ZsHA0%**VuSFo4rN~yEhHen@ zI_%UNfH9Ajo9ea=wLU2WX;Dus`|)*riQW*{Se$pI?%|@Ya+oAt2isV4=k33ZHvX`? zsO%SbI<7l5oq8^Ty-7ti7OV`69H%y;45*yPqh@BKRNo?blM;SrHuBr=Gibt*Uz5zQ z=0jT211*(({HIY<;fg;q_NtJ|Ab2JF&yp$Cz?Ph@Z$1E-6BR(BtI|+i7FKjZSxxX0 z_Wtu4uCH)%!_~O{FK!}Uvvj8Ic`VVK>(h?gh6NSB^%gd8)+_P@$8l6AZ9LS2tkgS0KKrMDn9rplj zX>NH*I-%RDqsa#Sh@^nqs3sgm|HjTi9_aahPc8ZtBPYoXYe^7enn;_AZs6E3D2T(s z4k#aqdSZYtY0&Pc(ok0wjTv^|Pmc36>}b4BdHTsi_)R)Ws_aLkV9@D%F#b=T{BQW2 zBhR=}?>^kH`MOdTUh#$w^?9qBks%_*bz%meQnG%IImLsQ`&9hNrt?TeTkjrY=eqS( zK%Nk4Z{O!0D}ZK1AHRY-h?bQT_reb&(J&*ZPe|>(mDl6jDitMJK)x-hM{+BT(~>E;5QEXvWNC19Vj>AXl&|Bm)tB$H7XgWuS6@bfELg+s^<9cGziu0?_7_POr|phNnXp7LEm2pn zV!2{XOGNJf-fvo7c4p71=xUA5^%67J_s_@^&T2vW67U%uHf6wfO>;G@Ik4t-ckDEk zIr8$4;0B;P`}6*{T+pDMZf#rCYXU%$*oqd-sLagwV8aflq&g$U-`}VKY~4dl4!SdP z+{(IS4;w%6d1LlsCG)1(Bk6qYmXCQr0WNsg6$G--;&O+7#yT9N&=$ye#De3`AurqG zo8y-Jqdor4$6{e)17#0#_5cb1NNLKN(s)=i92Oqlxp{U9bi%l#r2c{=Ls^iCq3EZ{l7A=l;jqfmz3)nfXDE-^lnaTT;RD$Xo1{5XrVagb5n2E4_xF zKV!bYzyl$}3#f-qEz9%<%?T*@oH41XLz~e;ifU?ajr{K@=rqeofP7_{=@ru2+PcZ8 zRCTl8dRTKl^a-3r%IVdt)(G0nm2;A(ZmIMA0wojXVuK9y+=|xww{HJNQlQi|G|oUS z+i>ItY!>0ovIjA6BG@k0g%bxn#$FxFxy)#2IRUdyt>rioNUQP?^8!F88GIfa?kx)q z4#YAtGB%Z}4Q4Kl1Kir8#qGpV@8OwjeO_0*UuipZ%N2WqT&|to01b$teIR~jeuIVvB%9`|JAiCPM&yABB{&!?#-v6a*+(MU z{$pnh^EVp>qb`Hi^MgfN0ljNmp7nBXMbkf2LCjcVLN9kpa42{^8d?Uh;I;!*P*Bj* z->+t9IMx&XmL+YpB1c7Cy$4A9dPx{KI0Fm~ORqi;ns@EFy5D-cYSl-9%c(lXI&s$| zA#qKiC(Xs!9n%gfUa7maXqY=hN&F**7MqeH^l0UH_VRE;11m@V;mg)9~z zk}ie=nfP*V3YW{CK(XlU|Ejv+mP5tPo&a!QW&5)?V38oAtz=$oc{x4s0N|RMnocwR z{!3R}UR1gwTTl>}#Cp7Q7)0lJRs%obbwvb109ot(kuO*~VvqaXi9B537Gs$TLB{Qh zAr<4zr9b0KXXNrZAGZFr;B{Xl^cH(QvZ2ZsLnvPB#9lN^NP1-=cljf>mYRm8rGH<$ zmGj)$AO$fxHb%a?4ww#*6&E$)XU0|@X%lx^yN?$+=v&Mw@+MWM8RZb1@Ic~quRl@d z$U4*+#SX5zn9dK@=kab`q(CH9d|TCqY2eCOkAk}LVl6=Yo`00%>3B1TrgoZ92D~cs zIqW*8qe$=9h2*Re?y?ze)yOTrpk#d{rf9k%INSz@0}ShDS2u6BiN_|(urcw-_ejOH zsCI;VXg*mvJC8?56?+hx_G+xg5fB!-%ZP?S{2_|r8(;c0+q*(0qmu(x;L|y>+aZ17 z4SOBNO>y#g%X85nG$v;D+?!rIrqx0~Dh?m#LXtb`Kd{)J{)5ZWBn#hbzl%>e&s{<^ z>^q1ai(AGzD06+wI5Ngjkg2lpi=B)b>JbXeK=+-(2KNs%r9BZyK~_;L&n3w8?drzI9p5B)!9r7P zjt`K(=d-}g6Gs5}g!{|5R%ds#_B{SM`akPPFOwm;C60Z~y;8a$D+=fj-&ORGT(Umj z$qiR$@I>yaw0PO=J6q%rOMDd#GXtxk`DwP}Wf`sIlgE1Np*I||`*~m8%r`{>$hkmZ zBBz>wRZut`Fj_w!&StiP9ZBs=V3{ay_KgY(Mc)X@hn*a?TYQbSgysdS=xun#3co?T zKD07-dfs$_aD@h;I)bp{-%E3StnYfO)ZsPNaik~F{%}Iou(P?ub;$DUGJ%gt1o1U8 z#MoQ?<@7v-9vEo2ZkS68P!LdN^*uw^ab z@P-S*l0#Vo_Va^2*#1KmdF1>-=v07cTJ9-&2@H6IiJ;SMJf4+|qq4VHX@fsydtG~8 zI*x-UBn<9B=o#PYgqs_eTTJ?p8=ZcMit55tF_w~hpTBt8_M==P;&x!q`I4?f+_T`j zDl;>u=lt52@5L!}8z1&;*~9U*mFptx3WQi)IZkz=dnqw{OSoSvInAsmi zDf=?Ilk;=PC4x!Gs*p$(u@Pewd)D25Hkp&H65OZ19O(_VE%6o~_unS$r3)Fq62tV4 zCt8i)WqymtBTE6KK62sK#E}@IM5+I^8nL6nfTQTkwO^%i`J%@~(%h$*a7ne+;9}`6suDS0wD3Ek= zWh^xOa_rrX!P<$AUdeXf6AiPMekCsP<_#=L=xwztjNUNkh1t5hJJwORCI%``ch0{z zz6@k%G(=y-EDJ5u6F*hDIzME%tH!^A&R8rX3EJ%=7v`OR9wNA&Gq0()W&3pAPF7YI zR=B}TeT?{S>a5|nu#wA~vm6X^l$oiPs?f_XjNUh@2&m`inB_2!GlnRnK`~I)4w_}6 z6$RlImTys0sVghY^$Z15G;p_gxZ(`dgA2yKM^gn46w1lWeJ5w2P5Cl~xtmllmfO>$ciZhFLhjc$d)LE8}TU|x0 zq5>{D=Y8Np_ymR+IwEpJa>u)Fsu(K*MOk&M-*I)XLy1m)un+uf6h&~DD|jWYg2kSC z{jgTgr|+B66g8O`IL#}!;Q#Y8%sUBn?Z|4p2q)_I`iUgS$HrYFq?g}Oij349`XrS| zyKt18J^97r--e;0N`|6Y1QJ!GpS%}!#W46F4E(Ub@oEbAot~ba)1>yt;Fy>gHADNr z-Z8NkpD$w9ggug};jF!HiIWF#CpLGn<3~;tUUxl;p3U5Ep1c+I{EQfQng34I^(|93*ap1Ug^;KXYLM&$)y4XU*m65&BuDn_}+SRV6-3(v7Y#$IlJuo#CN#+8sy(XO}Yz@r)|nU_;pS!uxNeEoizRv0)3Z*MoF7aE<+4iu;V{1G-VAOs80?p+Id z4)jtm|Gl=HfaBoJ_&zx~IV)!IANwQ+7$AT{agal1cY1q!fxjFGxw*jHHa)ElOlVeC zR@s*0nZR<%?6}s!89)c9bS!LaGiIEyZ{HqA(X0Tsps0vyZEfA|&6aLuC?|&mJcj^} z6n=KFeE8|9BcP*rcz7;PR@6{|lCiOI z+DaH+6kKF4#Ox1Dzt5v%=u$67etv#R-iDx`fc~`h%j4qWQq$3qsWSWxG}L)pP9R;% z$jRlkwPlu;(yFSdm6Vp|0w*JI*S&f31~6CT6cib%p;39CcrXCjcHaPe_5CbW9_B>C zuCA9XCIP2wBESf#+Yp>fZEk59pO`q??C^;l53q+|pI2Ofg9^lp%cH+Z|NdE=pPz#h z<8T3A1{}s*TuEVJ2teglY)mKnOAm}=fM@LHCs<&Vx}G2dmO(u^7Z)~Qn5%fO2Xh3( zYCx%()$7vG(2#O)yvueo1UMU%3joWXF+1Ku{U>Y?4Ia9&Nr`i2Y)UFC3kwQ@gMwb~ z9~?lW*~L2gDpzx=`@omxZ!qwv)Ic2(Sbv-|3NQd>Eg_3Vpz)SLuynt?&t5?iR%Gww z{liySqy%6pl~BPdC@z-18xMHSqmIZu{M(>(2TnF92}xL}wajvUGV(nOuJO9~x9XSP zzo`Q8;%$z(v@G{$XsM{=(CaszCR>+jR;U6kXYu}_+3g?!xaSmAuq1SD zwlfXTJ-+5rN1S)SpizTyQ8kECDXXgHLJAP5uIBSzuG`sxSGSV7`)m!l#Cp0${DB z1%AD!nM+{KrUpwy<@=lC(=7GDT-D1Ae`xnavp{4-L;~MQ>qWlJBLj$us;Gp#mo3qt zhGi}RI081u%1TRBfyMK*Y!BF4hk!caJ5mRH5Nb5Ez<{(p_i&x&&{mR=kO1b4x~la& zV)DG;Gc#1_Mmjnr+yvjv z3OU%>sR6;-FHgtBq_t%4ad7hP-MfgXJ#{d!LwBEp(8L)V4RF@5T9zx9ybmh+`HL99 zq6cUUhd;6+1UO`NuiwtVI~f>cOfD@g-TRoCnH}IC?s^eL7rCXN2|fO-33z#qFFh0g zt~DG^0GXSip`p#OhwXdf-=p9g>54_FU>!lv=WTzP{j#*PtAMQ1gcNZ-+;9ms9o_#< zsnCKK=y$}Z1>gDs=rX}YE7`^Ol}vDp91;NLTS(|CEiE;gaprHY7sycDak`1jYZ#uW zvTXSKPJ*XZh;Sh@!ujx_H8)q(sYxG9+0aqL>IxpE-OSQbIbhc_CRurf(`tnC>M9Ty zuVKEv;`aTOqTZ4)HDpr{k>h|X zrQDsSX!$!K-+!l&v|KS?fmjr*HYkR)`#A&zKGZ0J0114sMai{JM&=wH8JMg(c94Z3? z()Dt@3?N!)H@ngR?<*j;GeMC|`x#}rglMfGku)NjCBhpX-FS583k z1KnvrRajjB<`D4uJcxoU6_H}0sMUTC?zWuxP{5<|4Tt3`2(V=u`!v7bMS7Q z+uPfROHJ{Mi;J_?pn2Pcn&8w_JSebF&Oe>EWx+w~09WZd z08Dfm9Z7*V2~oj->jvbK zjbLm;k`Eugg6N;FNag+8*A=juy#FyF9>NkTR<^cV;GIoSknjZO8xGw?y4t?5L@#b{#LbK+iWg7!@7OmVpWup#5^Kc$yvjWGK_BqGVu*0%>8@3Uc*!&9HLc`|JLptzM4wPqQR!a}pMh|vUZ zNx%$#%2-_>z}=C%^Ge3~91;>TYt{?A>gww1pzuQI6iCG}adDy`S5MP7DO`H{9VDv& zjRkBkAi;qRR1p9J%+{cC4pP(xp>V!@`9iDp)KBQ(LxlSamV}Yx@ta0}??@Muq|qap6%3I#ySS;|F{8XUagfpa7$+2o>XH1K8Qn5~$tg%cJ+pmJ|?Rz&lW4@Q>zU`x^Ppn=Vj20`^!nI16B3w)BLR**ByC z@tT&7Zg6-w58!oBzzGpgfw5j3)Rq7$(k5wv5mb)Q(9?q&!5{#RAZ9NhJ$HjWaR=&i za0I;T7Ad?bnlOLEfMa$F2)W7md0^H?fN+^$nP8FLL#m#@p#=4h>MbK`7WKMbz|l7_ zIM_KimxRk^;rK7blGR~_A7UQ^8g2@+$=Ah?nKht(#n5|?0wh@kB&5x@hvV*T=QD5~ zHa9oB2|boX^!3xhW30du06Y@Izz}zKb+sKqS7{9DIUtTPP(aDz@=w0+J7Jl7%8@DX z{goTF6GiuT<65S7f~+zIN;~K4tlvTeW>BnlltB3U847pkzna_uWlE3^c)tUi&;M1m z`xpWQU`4O$Jaj@(D;2h?tfkct63H~97(x{}Hs+f%B%qE$*xQZ{VUTF#K`H|FfSEF_ zP4||GgDXhT&Ce(Izg>q1ff0wzLOyA?nXZSJ6!@dQn^tSz4jVmx?KRD5Zcc^N(17X9 zov{J$HR?0|8_SUM_ZQ6aJx7F?@!VT7s4_jjf_+^-jGZe6q$H<=y#7<(&2MbL>?T?^ z1Fkrbnn!ToS@PVB0`;~j9xGm9;1i(VPe?$V_#X8OCgo?T(q67uN9{F)N zabkWxEGx_CfFa}tgn)P@K^Y+41LRc%Dwx0`pY~!Kor1bjaJw{e9U}c3%>9lvAsk%_ zWO>__))e3$0H_<>A#xfUlffB)Oc98bV0%`Z^~WV7^ng<0!SQh_;0y##6xZf7NyIZY nTqHS20rh~k_W!$BFKBh5sNKuIf^*=|-fKPHB*m?&gBzr90o}et$D> z=KTkcnLDF*&OPUIKC$=OYpwl7MM)Ox8ObvQ1OzO(w^C{d2#9guLxhF`zH!#i@j^fl za+i}5*YM1MEqVChyFK(B&s^*m5vskVq7J}$SMW+P4GV+E7Jmfg!Z~B}Y@JbEE0XPVo_t`zAep-m|0x5u6#T6 zk%iEz4jgclNMW3O?kB+#hS zq>!Z0sHGC$`opioMaQ8I#!;j}qzT5!ll%YmM|s-K{wW$dI)6HXP*w4zVQRrRusE6g zT#v(LDJiM%2Jfn^v=LAG>9c>jY$>U!t2;F>S*N}Vwvxp}LH_vhqyFdfDTOpHIhb>r zbn`Qua;?E6Ms*@V_puV0B;3@hi&xzgP|u)EhBzZ(SNqX6sMv=OIrE#~=>gOCwavuat^%4y zD|_b&$;ocheKOo6(Yt#z!B$4|ZWslHECx+U2F>nkj(np#uHf_a%=NEEe3V>VFJQOMAP0V{+x^Z;9G^@ zq$DHd!`WY^&=LEkrnSSvktpIfSEt#JQ9UMWJ%mOZbC%h(OiU5r4HA-)x>JpO`)?21 zMjD);o(GLvU%71v_GT(A=c>#XJyt%m=r_c*w~PH1eY~q?)(hAAyXLg&$ot`P_M_w6 zFaFpES5Fd0Z`h>ZUWv1Ys%d4>kKD9`G$y9<^H~FIl0|p20~9g}RHaJt;&K1?zo5M_ zvQE$o@8gCJ*x0I*jbn2Mbb8e}uUbjR6_WqlMXg}>h& zbn>*-kc}c1HFdBjM?9$EeEPkUK<4(jcVJ-P_GAejGAed~Y%B$fUQIZodXeK!VXB&@ zW>0T4DaSVjedm5!g|F-ZU186wJq``gamFm>^m)pZNYDT3#Y|Grl`;ioq>(X|y`1E; z{@G;nOJIL?A5w+|*@Y?XlIlyec)*0?)%m-uUJHO^^5oT?9BqSxlfzn|iSlxD` zEWe+BIrf)vRTF=of>hSpxu1c*du>-Ti4QyReWJ3vE~0Lsmj)NUWRU1&uegD%<5QE- zr|S+8G=JFqaa`D6q);WWb_8Fe;^9&#C&dLqMZC72x`E2y4!^JIFkui zm!<~)xV!Ul6(Hx};D{b%V`c5JtE)zcCzh!b)*PljcLKzA$ z4E#brn<x~jQ-CzO1Uwi`=O*8#kI&r12Z!Z37!2L2k8)zTkoT& z?Q6Z4Alr0*Q*GZ1yyK)#$F?)qzP8YUExk>-|CGTa{HwzWGitBT;QqkabtKCbGlH6v zfk-sy1%K{n9Xwn4CibCYX)!Qd#u+B`*9B(!B%i+g789+ZC4d&oKK{yz-B0PBK41MN z4re^%3VUt4hLcm`Jw3>5e2kTN7iLq{-dhCIFDvL;FJw<_Vm_e%!gC<%wEJAdS$3*& z({qt0ufa#ck3Ds85(!Z0tCGmw&70-o*UQui0A9aH}mxEM_VU$_!i61|iK+-`-eq zdK~CiRaNO!nW6J8d%kk{H$?sVb?|cQr&0so{KMb3F|TA}KCly!G#|%M2&c`?&Q2Ki zQa)bEQh05=ScgJKj0^LGtKY8;wk~+>^<7>!txDGD;ib|?Z#@`e?BLC0hJUD@r+r2V zoj}ATBU6x+L4$BPSy54#6|EO~6-~QLCnqO5 z_4Z40$WrCEW>&R&AlHJ?KtA7In9u$+CgXPw4h%#}NK8aWN6)RQ!fjqs`uLF%oDGHu z2^krbfPjG4^z`bgs^a$ckj>3a@QnQ9Knd!$gs&_xY-f`qtT*6aK8HPoIL!2_AfYejXeahKxf(^3KhTTdOpAb@c;6XIEGM zz<{;BjJY|j%hun*ii#N4_jT+bF(&@j3Mviow!GJ!vf=rP&W>_teRH(dg*aPlL#VCq z^i)+<_3r-Ak6u6^ZD8P?#Yon0mHD7flPe>%FSfX-D3n${1&4w{${~^}!tdY1U%Zl0(bbi6a^gU^zP^@{k>P>7 zVqgeguy4ll_gMBSK7My#bmO=Zw%B&(%g*ylhyLz3P?U48Q@7YBd;!+GcYbo{_n2-| z(HOc{*_PGza9&wv&`gl2)Cb>Hs*-X$97@kDU`W=8svCuyNJs zl}kxWXC4Vv&n?cLaDG#mgnMH zH;U|wb;3{?J@R!-aL9#jw)4x3+OmH9V0yS7@x!I0RQB-^^7ZvKv#{U-2EF#k-u~4p5-b*{EdM`}!EAOo7~qov&OU z)l5sx!CD80hW=<|>g>~;7PwkSOZBqp^J%dchBg^=R-0xQ`-JW6%cYaSCP$Y&+)AWJkPpxF0SM46cm=%}ZZjk~-tSq*C zjpWW#>BahW>gmlgQ;B`d1IkaxW51NF_qn@K`|#E%bKSq>MO)7xn*7pXfIx~`TJ&p6 zC({RiQ5gFA+U;Wtt@GY{EXW+_x)HiJr}TNZ^=Kla;E-uXPQY?)bhHB%#H~{q=6_D# zmw2Uszz86;PWf~%q^dl*;{z2JSIrb^E}t-VahP9OR-e4+Ly%zrp<`bT{mzPTM0+?B z*Y-9+7E4%JH~-9ms2%t{U7{R}Gnmhgzh`r?`A*p<`C7Ch(l0pOTak`aBFxB&pRP5e zd-QdbKx2hu#wVBvm=?v~v$e^$BF*U_^HLnv`@cBuI>vA`L9cv0N%qd?t&n$lOS$x5 z9O8Y5)l)L15W?TysWuNT{B#~%l`-Dgs$X8Qe}z5q_+DtL^7>2e7hH-w>HcN9;8^DG z-`5_Lvp@87__=s3epVo5$IAcfukAof(-d$u%9nR%{y}l<1gy)E@k;Tb<$OdlpMLyc zSL@2gz;gaaM^8r+TDo4PnIoyrAv@F8PseWlP_t0`#PuOpw_V3YrbhMHzd7m*zicQP zAtE8O*PjiCZRA;MR0W5rB-enOa@1-OK7VvTiS+nu?mAg6|&XH!$n#h92{|O3tF54#LnUqvbkFPqjbJk)wt*wF7)h#FI zkCsdK^dY@2vhDLF-zyXQ4?eMxB_F?c9k_B9Df60insFJdHE#&uP;2Bd9NlLLJ)E3l zB1ID%?D3L6hwPTQhhDx*I>HfA219@8`7)%OSb9jeEf{kT}Rl*v7xl_ZHI)G!^+=?&Y8xt30Ra8$va+Lv_Xxj}?dagWI)N0}v(Ub+4jwcc}nR2nG^75pp4SFwu;B+fQ2*N5@E4b*GK zO|q|ZS1rt}ab;TdjUjr3VCMdENUP2|v&ZgtI@jotJM4RhZsa^Dylo6XsgI5?k$duW zlb|N=9MBl+WNP@}!tAI!HGwCgN6QEGjP`t;lUaVfkzu*QO*k+1K^gi#-eW5~uYEem zt6(b`hm@q(WA43fW__Hf>!+yMRjZrVGV&e#FwB2%@tO7@K`4!`|ih_ z%lEkO90UavWZfR=yS;V=lu-Sit7SrG-w{4=&v{JvJ-A z<(%Ifhh=%Z`Jo)>I`h&l0x&(pud8#S1k#ZsvtMNPwpR%=&l)~(d%PCyk0!*V;u=*3 z3vHzZ7Mcq=y{qT#}F+r_7e%>6Inla1^a!4=i z*o1?)q`K*AD>VCwwIIi7Rp0hBqYmsOn2+9!U7Gr@nt5jQP#~uS5{nhb(Lcyhpw*jG?aQqEW*Z(8jH-{G1&B_*b%=cJo}eJfv_?t*fgGFncO0r4LTNYLk3~ z%ix~oY_frWk6CBIn`7MzYwQ^qv^sqTmzaruSbAY=f;Fxul2Bb+yYKVmQXgymVqnLI z)g_M=T6XrhR73ACwKg+VmLn8e75ZPMtT(5$jm#e(?g5l|C>Wfu+VBjt5($f7W~{8n z-8ht$HV~$?_zSIq@H$JkJy@sGNkty*AYAX3R{r_(=fm-O&rp_ddQ+1CCnqNnuRR$^ zEtq6{ahZZ1Req1Ykd`9}0oU#J@2dHLN0Ehc0wzjRQ&U4*8w`$~nkFq|0%m-tB7^>OW>SJKAv`%mup3W zxVU$oH$^clk*O5c2mPooqo{~g`TK^cwzhVE_E(U25K2iEB+st@4|9*T2QD6of|DCJ z<Tkk;0$jJDbj;_jW zPYaan3w3t+fFX$6*eA%pKl@kGfw$(OpE-yQwGU(p8Z3~i5|u0$z2 zdGB5i&W4TNoC&@Q|F=2Od@Fpp*u}fz)75&pEN^Se0xvek3*>Bj0QAT6+37py1lw-3545Dt`=zlys2Pp+(%z&JJ30bmVCG3C8{7#}BmU&mDxi zX{B6Bzt_ea=qOqFi|U>EBs_4CWX8zKu0WwieZf|~B9C%5zjS`;DDC5ZR@!68yf?YddgZ3ZjUn3DS}iiI5>%a}~y~uTfvmP%d6tROea|KgaZmQi=zF zg+7=G1Q|Xo{*Yvi={Yp6+coD-RAPq-#-Gd{*y%a$A0+_AB^AD6?9l`dLR68IGMNFe z>rZp~cf=E6ci+DL6ssM?li&ss<1XfGQO#C~kRb6zbJyVb*;Ci&lz+&(Dzuups5LfE zTYmBTzlKEFmV(pOAxTP#RQ z!AQQ*nH3$@Zynfpuu3L?1AHM>B+UG@FN0C9@@I&yIJe$|YJ7ddDI2;)ztS2U=MjKI zpUdzJyfDWO7SWlvwH+4Auul8aOb9eWL=warv}`I?9BL(+%CgYB0TO{Hs3xN%I*Hd$ zd+LH(cyEmUvL<2@RL&k_I1hpWTK5(CB}x&U^HOn%4rnS4(-pN!v02tlHLWNyXa z1g<55ksw4c@A2vDN&oDLQYwXh_z1B%5&dAD9kw(5D`bsR+`S~Oggyp@ zyZ3`Ios}6Y=O9)&kvl`8~UuN5~5 zpiCcJ94UeX4ZCaaWl9XPaLNPW7eO7H=Drz-#mzl0*9y|&IO;gKR*(spFRn*nQaVY@}!(8Y@lbjazPeS$8sR&l_Gyr zxN4a+5g?IKLU0&z4wQkMDeK0o^~jxx;^z+!4~y;#cB}@WR+eDXme@Gr;Nkuy75!@} zzhh0YD;)M>>C+f3od$felJ$hd4%!}lFJKFO;G^5xOkaN5~$P{OLCr^UO@7#( zxBT2xrBOr|;<&4vU2<=d3YnmuHG(6sDZQG#FAK1uyu3g_{f#zzIM69)4P|;P%UM}5 zfXvIP8)1ct{ZbpGmHrI!H%<&%SwwfZ55B$(3C23!^jkR7vX$E+k^Xo2ae>+ z4I@#)m5THI9v{kdeg)>_P{ok(O8_#izrX*GXJ*=#(_%=@o*bIlng?grzk~)+ zc78Wp`;5t1l5q6rd5Q36&ed4?14WOCi77lX(sX+?cM;rw(R;5PXg&ZTDBWZzrt_$( zsddItOFA|$!G*d7hqlZaBfreuUF$kfZ~@-1;bef>3syVBo<0mvQKqXdO3KboeNIh!tpkg+JJl?Qbf-9Q<3n-P5OZN128I2^+kh>(2O7f3UZKsz91* zTs;S0o>HxHlfe|$ZL^jGp316?*~$-d8`xtS`5Szj5Vo2<^hK1Mlw(7AkPI!kG}q@h=x$l%bE5es{-s|A;YB09p@7 zfyiC?cNG@inclAule>}fUXsSjJ0Zz_y3-}yj}oY4_U1pN?dGRW^^4SkwX!}IE~^d} z7}n>Ed8^<*EtiojFAs=W>u}x0DTC)XU0kZXsUP3%R$&GhM9XU=O|Id+o5u*NC!UT? z!e@$6$x3(<8Itge^y*x=Lz18BPuU>}WD>4!;cf9W^-AGT*s3;4P|x!K?UHGZ-2Pud ztDN<$)!#_P-W?~v$~rdaZ@USAd?keeIGFPBM|a!Ttv;wT?wR3+kB_`GrN4OM(r|)$ zlx4_q*7Xy?B{35_#vOHDuTd~_jBFhiBW{E3n+;4~!I=wpaU`i4ffdU`3+P%UF{K}d z_=8M~;Zsl|4j<$=sIj1A?oUh9Jn<_2q9v`mTC3>th27OsV}`mx2vS3W#VzWw5FLr8 z+AKvqj|GPN11|E-=$1AL99sn5vob^g{MP|H9;fG!kpaj2shoefmbvfzCnD|#{jZ)c zC@S%M59-p%76Oi_i0!n)Q(hy|=tb}6af-Y%>ZWy4564EA5%2itxN14+k_C?wJ@6Yq zm&)ax=GVpxoES)+MMzKx=n#*ai>1iSpM)re zy94s(imO!#Mp>ywE8Tk$>4m1E(V^6$|5B@!U!az=(?uw{c=S>rYyhE}e z4$1%=QLryW7^@rnV=o`VoH8BgXxNXoznpIHx#~4;OQIQ3gZq!)QKqaPZ#M{Cs|{G& zY*P@*N&Uo3VF+f6M+^=g>1Qop@A@3s@cIBnf|a`ArC=*w-V{V0?HB{#JCUuf%t6Nb z6c?|~+DXCPof&RyQDPQVwCq=h@7C0J%OU?9J|%XnX}@?$rlj*T{_2lP?I5m1MldK& zl&`I}2+2zLIyVg}kjhgZICb)HMC8GQMxlhI^YV`5%WkU(guNckcX>jM=xd!y8_f3< z9cS&$^!|N(W{;?&Tp#Hd^vmK;`UUf}=+wSJU>?!2i#uCbUA}Oi=USRQ+oF}ppXonf z3}#F8_R)Jf`#fD z42SbF9XKHNxT#qCCGhXxfc4WjucTZlp59%3z_6!oH!A+W->a)GvxpwXFPhBUqt6BS=6mZ)S!8n%hkfgq^w^C}K?mkz3^LZ6Rf014j z<_x?>s}qP-A1CN|?B;{#Z2ti?Mo&kFQaLl&N9m^k64#7@2RYyj5X$r$6PB7i-oPV1 zHraRQ&GmYp>|fcp+Dm^6(fvOBo4U+PMlO-4c_(r|Jv=d`~%j6eO_b>rR0!P{_ zeviTc%Lv_{O#oHqm&GuNR+)~twKda-=%WxnKR>-emf_)q*Br!*AcgZdzuy&ow=a-1 zyU*le$3O+`nAGP6&uzW?3qn$IGW^GY;DFmvfV5IjRCEH^rXy&qXq9mniv90v3&`&) zlZ%5Tc|AQ6Ag3YB!ra~WX9N16#()SKCM++TQw{yLZs zLxh~lkqg1%Z$>{*-2g^_8!jXy5YVu&3V~``JRv96KK3h-hK7cLjm^R5_r#9bNR}|T z$l1kZY^R{~J5vk$=N`=8qE!LryuKan6`4~NZ_%7mfF1|(@8jK;C>*u}%H$0KkX-Qz z2*yj)=_4W|iMg%u2_g$QxPaKWy-@D}qj%!q_Eg~KIAp!8KcL1h5vCK-y^Va0XQOX?7p znW+dC^%5)wNQ7&-G3M`ijwVCH8d^s%DcWrF;2x;7FUqKYu8yI^941d7sTlPO(KCCS za7~MaC2Da|-@f%+D@x`S{GMi<@mX1afoiC%pb#}*7@2J+nAC5;>|ktm#@*t34}B|& zLOqY2?JH>HbKFCpDdM`V5{gak-C5&%e=}BT)Rw{^pHUPTVQv2~QXaf*>UG!ckNDcvKYV&{dUY)(_VKN_0kut$k97SkTCF^;1lJpM9495A>uU_3%zIG+qt=Z0 z)`TgDEZ~koShu+Bt*1P_De^noIO4tP3g>{&6QAq`=ZCQ}t;59u%C?sDy=KwwsKMeu z8TirI0$i;X59$dyE#M=_ zFm=Y3%HVD`FrE+dvoJcwPFXsm1@wI>eCSWXAgc4*hbsS_v>``+``nKjMM*WYjy7fp z#26>7<&~DuEgq2$WaRA4T=@#MW-@9ij0A)iiWi@6d=K=T1PSRC)~;BE3Yv zG!#;TC4e6S$}6M2)brYG4~639j-th0G-c_ESQ|TOO)eOxjgEdyI)69RI_rIPxTude zo@!`CSu0c?{W*0vqa23R>WM&qDa*gj+C%oo;?xEP-)E8bz99{N#NfH_iXA=9y<%Qf zT1J(E%~vq{@!);usC$^$vy6W^YmdfJ{(Bu%CM^t^j)FyCN+b7?g+;F`C|t!W82 zCX0r=qUPqO8>z9TlTWJd{!Qu678irsj9QNvJ&s37Ja<}E{#z}6SYM3NvFUZnp_j!3 z-WfV^|2iq*C^NMhj57qMJnqR`Qmw>8e6oM8o|0&caO0c-QAzg!}N zy1l#id%skr61*5DP(?dJ3?LR7BW5*KZXq~ZaX#HOG*fO$zm*;XM&5{8UI%DuEXd0} zduMLl_ECRkj|qjA)`Vk_4)`@OuWOEtdtUN5|EQWxs84@{J){NIQ8F;q#uE__Vi`DC z4y+FDyv$Va{H`wm3AXaWrTQ%qP^HJ*bKX<7nAMvS;V_%kmf8}5gcQitO&aRxGO(oY zI>!JceR`?hAGi|V6_BK)DPlV>B*W$$t?-(e$FH16wBF4{F3$znQ@4H{J=If_40}^2 zODW)iCe8c}n0l#ksaXGP2A79%_WxKJv=sECD!+OkLF(-EK4^!WaL{}SVyUpsB2!d= zYmZLPAciZ6w$}VwEbZHHk;=#NuH7G9;^fzwg|@>Y-3JK<1@GH{&PA*jl-V6;kBQY5 zXoC_(MavShv8{AhNBn`P>Vakx+|I@$uL5`xQPN?igC?n!!JvUJheK3v-j)7okJnpwYN81=XA9kfA zJjw3y1o7~2BgAbwR|-uhFX^8Op_3I2A2;9kCp?HQ)0;nuts)5s3H8oto8eEqsqNGO&p5`+zh0$%s3H)i8 z0|NtS&z^O%)X(Edgu7HIK0zZBzI^fWWuZGUxX`}li=>Wa9zPowK0ttD(;|NJ3K$!% zfL;M~S;>zd)iEzO zJRZ=P{D~ke3B(Re6J8z(Y$H4tgnqkpU8~&H&S_@b8z|0Lruk^5`5OZ}s zLpRO_;Lg+26I!Q&9|9&yO-+sD(k@y?($$rVBDUBm3%FdFnIi!yr2-xdP+&<(iQ>bD zsU24{bMvuWNmL|cWaY*T(}gmi)O}SbG8z`GGl+rZ_f5A|RV9E^1l)_HmrLMX^YZi2 z(a_p0s#R4~#DMot4B7%1N8nKZ5*yoR#`z1l{=F~uy?P0$Df6eS8QIv1!E9b#dHyIZ z{U+dMotUzj7z2~Cys8}L^E}EqdAL2yc76cv_awj{;uU>99p)VXE^Xzn7r+Y7s8w2f zeCc)ikFl_@Fd~oPouOgY$;E;LGx+!I<)OC7%{HJR@i+ep9t!Q*5N;dE<6)Oh}fW@!@847eVCgY&!z_(4s4X;n~)t3o^)gq zaIHTcK$m?^6$|t7)(cL-en|pTbZ>oAVbGiesPMDkk6^GGpqRjyzCQom>bNFRn3E$0 z#^rT?K9ii5Mgkw#e9gyqc6KoM>%m_hC<2?htocv57%}EQ`*U$|F#scIafXqe-VeUa zzj#I9FfzEgxzQ^yLm*m06w1&;T3Xr&AbfxqBg2-3hNTQ!r~`5qKddWv5h(TaLdA?= z$^A43OYS(){2a0-cJ8K7oisI*)r^c*u0FvvT+;n3xEAd64S2;HoLAceCVm`iC}|Cr zfaCI52;z3)-`mX_%C=$f41Gu{*wgTZ0q#P)I!kl&Lhv7Wp9vSr;2Z-JlR$YN`D4B4 zk{1|v#FD+}<{lVw#!-vuY0OGiV`Jk0C=-43xF1pgIc_xN%-L2eYyg>&yM)K4QqU@w4eHUMbr1tK~{O(Ua94Nc9=DNa4H#453Tu5$GGGvq)d zKJO?mKtG;=dUQBb=e7`Vpm5d~-cnMSp$<&34f+sVT--^>W=7SVEt!yK9B{(_Fc{#k z|9tBXXxMZgw9=O!$HU_O*B$iqZS!6)GwA>Edh35hw8_=HQD-qQg8ZI`i|af1k!7vk zNK}*^!)eD5>%3GcytOX%^5EL zf}V?f01*&wyy#D)FE#kfe+q>8V=yI-K)7+4Gfypne+O(8#}mq;zkr_t7;P2J%m6=< zi3jTQmdA%%kb~gmUqV8{Bt*__9O)w>78ch2LVfJe&`|Gm2yoiWRfmDL3oa4++Y1;U zSxj&4&U@0>K1mR5nmrCha^0M+j*RQ<7DAWoQFDOe0xS(2zIUFr?}V9o(qY;Q6MN@b zKZW=9_U0O#Ucsq{e3@vq>P5O!Pa!i)OJK&%>a|04+#aO{_n5v?yz9hZGXuN0prC-u zkaBV!MCWSLK5URDNsBc#G>*WF0PirOn5yavAawytGOv=&A#m0s!8NeX5Db7CEP-MO z`fuJiEDOOof(6*WyhzCUkJ1Vg(0>D#G&U_Qtrr9TeIjrkFMm1|1}2mK7Oztx0apf6 zUVF2LyK8V;C}^eusuK|?;^9)q`Ha!l@7se{EG!DJ@sU5k8}4-rtM4BgGJ`)11?A*l zx&z#>0yqp1qWFOWIv03khSPcB_4)z$rPfShG0+b#mp{d7mTDbOzjxrU8l{>pf8Y1s zp;a2RE`SsRI*IUrbGS$`9ayzxOBXEHtOotAPd4GI2dRBSKp2I0ILKgG-n)#Qot+HK z%+O?QL!ba*!*`8y+PZ4b%DU7_6AFOIVx@4|q~1O77LSayOH*#^`GKwR{|u@0KBl1oKg z?r$%*z+j8>p<7yyA!**UIu=S`kTCY%X%p-xeFeq<|X&1}aVGA%PKj&-#2)Mhy_X5~( zuFcO6dN=)Vmd|Klq^lcYa&nT3g82ZXa}eZwE%`I<_+iJMNXORS& z-tzL0B6}np9UY-7V#O02K39&0KF88BQAFY@Dscmv*^P;IBc@$-2;DtBsu~(nAoHUG zvr6sOlbC3jn=KKkKWHhrIp0GCogPc@elXx^-!gi%UMx%Pj!pT;6ZCgjCFD82d<_NMP=Q;L)Jt;NfPb z?T2pONW7#DYYs@@08#+Wkl*u&3Y;Y{gCe*4Z@_7gQ&CZYuEk9c0Z}hITNxlO5G(-0 zH&(1nnZo+M7i1$TaQr{toT)YsRbLFkh{?#JIzD^=`wPw~0tm;$vHk;K6VTc=KCb5M z?EJm55{~6Ts{G}3Y5|u)t*w8|oAX4ToHzrT4eW&+fQ&%zVKr#9b3a@jhPSGX<^spb z7=3^8HY*jtaoR?oljrC4K(Ev{k!(YsLar{(o4ABPpl zGT|!#A@_hoJOzWA$#Os9zWc zL5|OL8|M*pV_buC@5o0cbUO3~+@-|eHx4V{n8TrDqMCeD`TBA3$UJ6+!?m8bqWXMwtf}bD=W_kT120?|L zB)WYp-b!9x-fJy{&_CbU<$5!9B4747ono3)Ukv#ai$OR6J$%^eU=GF$<>7Md%1YZY zK^MS=TkwWP2qXqPy|#lm^IJ? z14;lX;8u%|kB3hXNZo+H26(F&%oxy%oj~pZ6$mkptxjq4$0Q(-{QCJ{XKz#pElAm$ h@W!bB+s1q1_x(abGsG(}9W){%$Vn?nRY-gY{684m+ zv|cj<-*=jh*LrYp=~aLq1qpDQm~Yb4lOzN^=HufdF`xwtnET=TcP4&*{xP-F(;8wSmA+ z?$^Gun)4j#2#`LMM56pTxk>Rz1%u>e;cc&zy^36N*BkPCx39KOE>7yT{g64*s5F$^ z$cbQyrqsz}M1C6Mxc1O~u=&Y}xAMseqIkohbsX&@onC{?4hU1ba(dvL+JGiKk#^ce zX=~he-^81#+dZSXTes^+PHyV>8Uc31(no6f-l@!;sf$wVnc{WNxe)8!Da~E{w=o^+ zhg!NdRzdd^G)Xjq&9U@H%x%w`@_h}IGfj8Xg>cK0u;fOztqF-jj2cWjZ&FLs@$=gT z_WGg!c^?Px*!s$lQobVl$AHtab3L2f&^kFAY_r=`=|!E#eovDm#P#3hL3eX(&7q3- z<^B)jxL07Kxf1VrH?2!nxOH`9lr=29VSvD7({6MEBfwPp%)YYDg7j2V6+7?9~;lpEfOOZKmx!m82N9P0>-f%BeK>XI0{ov40%~n}=^~tPX>1DCeBroyx^$GHDHwc~l_AOQzDSg)qo(9=) zQu?=Jf4aLD!|poHb@L#9+g9>>Zt0{29P57n{+)IsE0XRO;%-^_eUUNy#utjgYij|q z0>p>ogReWgLkjhK3o}ema7qFPp?8Re*j!(Uo0qh1y^(EZfqy5q{iIKiuXR20d(DOD z%TE@Cq{gn(#w@2!B$InNy-bYnRnvr>HB#M9Ka6c3SFOipyA$%NeL3E^ zk2zMd<%7s9LDOQaOy5t%FW#Gl2(K&zCLJ;K^#@%X z-VH|F$V*o|V(O;hTy;Cm7!V`O%+1+3IUlgFto&*)B2@nNZAD}$sp>6O=bzy1sop6g zp4(K(jFZ9H-3P90>=Wf9CkX2(Tmx=5H}PIBXXJ*tsp$x#SB-68!NwUd&SAb${ziY( z{(pXme=^HB_hG*EOrd&aWmodm7q>pFj7` zH;eHZ?@D-b&d<-+U+mO@2_g4DT`{k$%e_x&* zMn**ug~`C@Tf@yO^>j;2VCL=7xhG=}l~uJU>yIe6#$k1yiOQwmFMXr5iT)jh8Ussp zBa^6T!B#DI!Qa0V^fkWv$cRr)GyZ}_MNYUGxC=gbm^e07hmHZcI*x?~+HJgWeE2J$?h8EjNEK{zBZCiEUK0>`oPh88+ zyhj>ULE?Cxr-;`?CUf}_?C#iH^_;;%eUUg$-IiVv)Jw2x6f7@AZTlr`1|Kl^?=}DM z46vE@mv;L)8AHD}>$f-fV#VBHs^xFy%Dw1NoQPOdd0SiJp&o9_)NG~0^0K9ylPu29 zoaD^@dFu#mRwky*pWtB3I&5759aNzD<-{;bR-CsgV;=a?VZK72}$8e!PGC_U#hu0jBe# zP5dSh8N*S#R(~^|2uT-rFSjha(r0Nu{GjMkN^>mi6eeV6a^@-k6&X9l)K^Z;S53{m zB|46-E-WaJ##I{0CAP2H_@QaYeOTJ5P>xOmC?UZ1Gi&tbB0Wd?l||&(GRE~ zbZXG`VY-1!+Z{-UlhU#A%#tDS)KuJk?Pdxdissv+TXIIzTFDm?Yr?#Izn~^pusD>YJXFkKX9>Np%css07Zk%Sj z1J;)d6O@GDgB3JkH2=D~dnaq&VjWtU(D2pG6dVzei6q;2ZS#jrHsi#J-r!WO^5D2! zSG6p6^q2g%ZAV&dJvB<~SE!$?Ub3{DC^J==??WR5;I#P%tc+oz*bZW!hY$Tmxkw85 zXx5%l0YDD~A$W5{0JCnex+L;x$sqakH%aj6_4_R9!b`ye&A0bg& zn^br0!jPSvKlWMxqNlx&`&ewlbDRJ9P+WZSi6OV!Y~AT;QmhDZ`5(`1Jp#_*&tJ?( zXEm1(6UTbHCIuj7?mqvt%_4!~PhZ~@4XX)V`ZQR+;$-JLK{({Mwadvqs9=M-)RsM; zS!Pd2P8CdCUkoj;wDij)PhFn*$v#pgEz7Gaak+I=pMgn%w;X%(FzF$(p(9nJ6#ZLT0fL8^DZopkNEUc1+9N5`MlD)7i{ZRo{ zF@FtfE6#nm<7u|4oWkpN!-iBsIv7Hv19~>!SS24GI!qG;UBaR$6UPV&hNri?@Z-k+--?Wg*vhmqiGhcG z+D-4b8vVPxnjCPDtt@~bxqD2v=-!g?gxB_VieHf!KO#Hhcu18u@Uk(OyhrRDkL2xQ ztVpZ*$<9VU2wC{q{Z1pmnq}tr{{P7RuY@=as#jfdhKOycj0mjK9gc~n{g!rTRYaQ$ zuIlFTPOtseChw?-wb@hd49W$Zft zaM2{w$%&6|#oDM<^q(7Who9oOk8>%y3lQ zVfugb0`m?y^)CsKcw?DlcXquOa(0@IuHSVzJNuYI?Ba4{^b%B5VlVT`KiNt$j8_jB z405rw8+4DYhQP3UJiM^Gx_Z=*goJ;;ztdU+rMHce1~%K)EQx?s3wusNZ=;WoWx6zy zQTnt=lI7LK>PhlNp_W@$e1#y%CFW{d4Q%QK&z;c4*zo;D)3sM_%BZC`&Y~uhg5{AS zQZvNickX-y8=2U19gBwMMi7{{@+T}4g6?hs?R}kw$$F##*4!s6&Vugin7b6%psTC9LFPn{m}*k z>-^xpyuY$jH$UZcp9#yzua`JP)9#3qvU;7Rd_qLxZWzhXW3vAOr}X5rPAcOjf&K(U zdLS)#wFz3ecBVEl8AKI2zhN9YCVqkWvhJR#ctgB+Tf`Sr^7stE7dB1HXC2*#$ zl{q%y>Iyi+13_Q}I1)XRGR5<#i*D{y+U(zlx4=`venQ^S7b|zYxA+c^Tgj3+d@(h+ zwK^mj_AM?c;EEUhrx-p3jy1=(xf>*s46kz!F7Lz24;%v59>~1M?a27X0qhSIHPU|mOj{+1 z8KN2t5wcTDbQvgm?Y)L#Y-zpwKVv6=FU%X!4B5)q$s|R!U390J&5YoV*WbYSzjwo@ zoJ5?`Jt*C`2*}Cj+=cCHz-#_=vH1)u@z@;I;fxEYilku0dZnh;{5z6D@#V`0j~=}* zHShTR<%{|@ZDL|#G_4SLTLSQN&0>tiuYv;mh2m@~uD6{E)yH~ngw^BYVcg#^ zv0PZ09|8%xcx$|rxwD1Sb(|3gAlG`dfJQw>W%=^3AK&C?W5j)Z@ZH(rs(|;NNw#Ww-`c>BKV4l+ z4vn3Rrl$>3D(wZh9z9|b7LIFad1_{67Bjh-UzjFkI>CRsDr0);%*G+W zICKx}#7|PRQ>$LjtUn9EHGL!*W&=(Pi>eoHa8eRQQF66x9`XC1?#=O~N_b@hsMV7$ z!w3ftANuh;*5nkMTFmu1wZDHCX_ceeCHetdjGky1Lr7BkSkSkEyBjlG(PWL|bHAQ|XFdSjg|*y*mwf zoQ<7#beTeSJ<>s+KCKKo-MMp<;zwl=*rIQYm8GFZupB8a?KGIu=V-NdHO-HWlats{ zAK@sq(XXpdM3p2X;VJkm9Yv<5MxxIGUc@E^kTY=RQUIbGua5Pl&z8Q-ndj!_dP_3g zxN#$I1Z!n!>0?q7t)!*tJwD9|#&LuUcRW#iw`O>8#tx_6o9nH~JC8V;9ko$17`93G zOA*ZfuvbJ;Ma6RXms)cNfV<(X^Crhz6U`l?1-j2HEm@w05yLQmm{Y$h8W<5THc`lq z5)fAIpscz!dQ886HWw??GnFcy*o!nZ{g0h|UCyG9y>@cp1BOoIHO2D0NQ(y+>Hel| z^alWWrKeA^zyQp)7LdYNg zwSoOH3`YQ}o%#6DqzDh}Af_?|%UuWwY``xdP_yu!<9Ol(6p|*DdNiOEbwnh8Vt#(G z5XFOcGG#BEt(@FmIcC)T@&2=j=;${sp@fqE{ysZ8yS33%>rvu|@Tq%-&&EE0^A|I2 zP{(gcI7t>?53`0E%&8tm!TPj2j@ON4X(dU$nGFZ*x2=3W|3HxnmKpq486`Kh3i+Mz zlY$Jnd(i+uFkR$8y@>APFyF?78M_SW2kO{&nOsU`8u~J*%YBlxP+igQ<|5nFJXvQSe zn1DQ(eM`O3cvUa)TXJ&0?7+yFS+p4L9o(h(RSHJR{;*3D|N4!^xyF|FExv4(n1CTT z0tuTsir7zE&+d#5(2=Kntw5iliCayc{~-mt%QHXqd7v*2a-Ow?9QOEA-LEvI|6WWH zRzk?ZF*SrPeujUz8k`--{)_Eiv1F`{HYdvdH0<3J)k0ZKbrrf2j$yVHe!YV1zZ16> z>=O+`RW{h4K3(jht*G(Dvcz;s=0q+fuMZa?gNYL*@rRyR8J+*}+qZ7qhLYKesUC5h z5JP`D;g-F}s7w7v=d!~7bg_oS>I=E!Y1g+T9i_hrbckyN(%UR&2DUm^KX=ayU zjQMgXB8(j^ZorkljuF|7B_W0e?>)>~SwX342Xv_)rkgca;hqv3@9kf&Ux_u$tjmi1 zSc{t`f!|Uk{MM+H;%OC7kAvC5_x@*uyTS>Gsfyg1GsL)I&%<=1r-=w+_^3;vSmrXJ zyVGbYQJt}Z{7XFHd@j+`AA`nnu0*e=VcKucH#LCo(NrPLO$!rlx;C82UvEl#KtmXX&VgF(?5c;Tc+8 zy>Sr`$mn#nPYL}Hk8ZK7oZt5;(Y1dd$1>vGs}o-ns_?|8S?$q(eoF}q{BexvMSK$C z;&=ve=5?GsVb3$G63r3zY5O^r<&fi3S*(G+HQHht0(c$_$SPvT?2zyiBOXp;$5{qZ zXVg`2Gh% z7zY9>yXgEjyj&ucBq0F3VBpgHQTvMtq(M;vsDD0HurKtgZvsN)U^R{_f7dVQ?4mlr zak35Z!&pxSxL9oeGbN2KSiE`@%{K(*o{4qb|?1}sX87ZUQ zo$j567>WGFe}$19md1e#{w~nNefQ3C$mwKf1bgn^(GW~D_ec>qLRYlQR98M-C*DZC(-fX2`B*=4zctF$DP(_jSMOi%LY?e;}W6S6Kp(`t3Kia@@qu@yf zUdeCux2U}_n?wx8cTod3Vqrh7^?Vl*Ar;#{DM|#7iKMq-m`PCzdZ<-^pK_j+_n0ID z6G=KtfrTT_jzz4+}7z#0zn$8uT;aD zrDRjz3*;dC9@MWV?D!>oLCm^sx=V4(WzH8ZVcdZ46eI`x@pqEY3eI0{stOxyz?>|i zoUR#wWqmco>2Ha@+TeOPc}KZg>hfbcGw;m@#Z1NAQGq)AQT#AAcdCWM3)*VI4`b)` zN6k|*7T3e@hhSS|%YwE3B@U}-D`SQ5&e2DzyRqFnEt`j*snfhWdy%iQ@Jh%9VOEq$ zu##Wj6@=jUuY@4(*;1WdfQ5(O16z?3z@>Z>V9vYOK_U9Y!mL46I+4z@TdR-oDSyH2 ziDAxm^I8xv_9^iQw4*u#RSR0>X7_?e>j9r+!n#8H9t-BYbrCgjYqlKSF^cLnGq>)} z)X>nnxkDhc1yNH`;tTpig2W-)ZBsBe2Q$^IoG0Bw35DJIRQ0L)aoz2gA4qh7=4bN= z7#nJZd!R2;oW}a-F6W)MY_7K_3poCK`t#MVJJO?V)OH({go9=BOtqmb-=6Buw>uCu z^#@C%mUgzA5WQBpk|^)JHRm%DWYQ-&*{5(Yxe{}H4UL3m9wCo@I(YC3D!3QltWsy6 zrm>aw>h4Vfcw5>+E!(l_lwL*U?ieo~{CCtokPl3f7Ls}P)^ZQ7nfxczw;|1lv!!P{F@%J<(K&=!bxM2JH! zc9H276@o3Ttu)g9qMM_I`JNx@>m}P`8C74t1SEiqfzR@{uV23opS%$J^%#1oDzb`A zOcpMdjQsJ}Pyu9wK%1*yzY6a4FvwRg{>=#@B#6dxT%&DzT&RUX6C@g++qrn5pK>pW z!Yqk#O^%92Zfo5h-MG}IY)mm?(gq6o2Pj%5T^O0+!wz|ja`S4pi~@eZx@Xf?EwV0-W0@j%XcQ$rEX@~@0^ zRSb0Kw7TcfO8KJ@ZJ5jNWoZLH5t!Y(sHDOvhrrA~5q~n&%~)@>QtY2MaQ29whWiHFZvf?KM4j&e z%G~sK1bKzs7%8tEnng9Or{QF_TWmGuS$~?8&&4(ZlyVE@{nFSbBYB!V349@AMt&cj zgy6Yc?spu50`L$NkYB!i8-W))8vBhwJOAv>CMRv6=uKf#2#Hdy;5d&+V||6Kv%qfi zH&^?(2<$`(brJbs+9s{iLg#ThVp~1}(bLBtk9;<3e3Q=PR$Gdw4w}cwM9W(fziP+1 z8Lb{d2@N*FcAkY|@3W`?M=<;VdydN3{|Wl~ss<4A3Mwj~=#;*^K%q%@P!%>5Kw%+f zl$JczvA5?8!6PxdMzahj%LGXS-}$$TlJV{V8d0fUAtymkO&JwpN?A=!t+G%W#}?AB z5)5iAKYvI}jQ5i)!_U=AQkqO9`7q)f-JC|-bW2q+BnF2Br>VU{*v0%d0laWg&%9Je zw5ZJmUK2fgZRR>DNtc5im7XfgJ1Xz+y4q=u}ZggbVnH# zc_=&Q=6nT}zzvQY?5qI90q?X0s#yU5gi>}8)zeR zV;Hi0^Y~qHw3l`xUeh?Yd8w{L^BJ1d>I{*WHwp>Afu^-8NO*G)Fx;jqLYyYyeFsRC zyOkLJ!Yyv$xW-O$b%jQx9Kh((A{_?lGgEO^k8EZCyPuiAM7p%yT#sJj3An~;y68r+ zBK^_odq6GxR2KnOGZE<_4M5?1pRSkdaZq3OmD~3Ezo)Dqvg*h4=*r4&D14#A-8#9z z$cBKbV1okA|Cyd0EY|~F{$&F1{4c59|6M0?AAV+H!@jhXfJhbzck;Rl$MTZ4QL~A* z7r6z$;e^|3mP|i-;G~Ib3pE7tWTm}s*)o0Z-q1RKc+vStIC;+R!O2{_1Ck9IZQ496 zt8o^93_sUGycuUu0VT&o)`Wc*N;cloFfa9R;C-yO&p+-bl}DKcVhN zA<+_bU7q{RU1XSA=R)$NzVI-i+=rA1!ShCL=Y2rZHnx%eC9P_V_W^-%AxKJkgKcf+l$xg>Jv3?R+U%(pE?#hk=(t^#KMw2 z=~;nmi#9X6_o!=bv2bNB)=eV)Md*vhktd&Z6BM(Mx8i&66u_cg8tYo6ehn+|a48CI>PW_8d?XTX#W7xZ@2Xm^gJ=LV# z*76pq?#Z-Af{c3I_SOVF#b$sgF;YX^+dtd-C0l3 z^#MzoZjNq%ZiaQ;9PD*CLH5Vf59H#-ed(&f-^-K)vn0vr-)(ht_#9O9Ty8`R!tQQ@ z5%*Ge*+m&Io@}A^&jLW9q7t<0uC=WvXXedBmVU{*O)<&%Z#PTdRYb)$;1W?#Gfy$0)dyOb9`R2KCD?;S(r=+q*-T>P6W)` ziCbEZ{r5ly@-qm!I!f`~$ki#-YLB7s1|y8!kcS{Jp_XIj z=ku(wiEulUrR`vGG@~-eEfv26KQs3}5trNfj+Yvj&36N*DXx?&zwn&zXWLCkYo+Lo z*O?>t+0rcx;;s-#Vtp?82fl(GK^9xQpQNeFrB$>UM2|6nlSlwjLeSllG-n>xD)CQM z`wqYa5_9jF<4+n>FtZ-pM6w_y(?cUdnSDU`ejT3l2Ew71@)ZPpR9nk4GO6F- zQ-LxE0Xjk4V`G5LD3x#+TB-2HO;=Nl4`m>>mWJ+$w#gfEPu!s<82l>)2a!!MO3)69 znwHZzf0XH&pZqR#j$p1@cqGYH;(_NqZqAsu@3H#)cV7ax4INrp8c=6k{;9>fjX)VI z%X`r&UxXeP^y{ml|6NaewFLZ>&H5{yDHTZ`i7yo-TSxv=KI^mL=U%IPnZ@^w+H~hc zcgR2ec$%6=Tl1J?j&@7}N*TGXH&OpJwc2jsML%%h+#Z+?lj@gEfy3f{d zM}nj)f9^o8yTaD1{5^b=^2xU$PiA$`WAF|@S;2Gz{vn|sKUoBOU}|C+6@kl zjRa)KSAjg096Q1uT%A`&udK!-ZwEsO zQ|xJ>f82fR{-l^RT|P;AR#Pju*;1m_>O7g^uCVs_>1n3WqR~J{!O;c#A*=AJll0Om zKo>ur!Ai)xyRc&M3mkgbrTCd9zuZc_J-xf{qwro~615)wkeA2c*+?~R5*%AdKls|V z27qChJ`rN!$j@amrQ(G(qW`+v*H|7|5jf4iM%jKsr#f|76)pv5>7tR7x5uNWkQmL| zotv$F==DQeiN`-I77^bVpkr~9{8KHc!Xt2#f?6dKVI=`C$qZD=DRaJ;Va4~#RUCGX zqG$9o0Q;|QkTX_D;+2)0nzb?=9Sl+ba+%bu%Af5X(gF7-KNl%3Jw|96aAe1(_k9Z} z{^{VapCY_UE@ga}u+p3~-|C{f+YOyMw}pEL%rZZU0(puAw@IFp7y4~&ir2*L(olL; ze5ZI=UCCa@KJ^$KA|(WG+c_tLPemcH=gMjnJ_xcdst^cZ&+Qz{92upx=WX2Py&&=e zzU8j8F?=t-X3N1pc7MFk6NHwwVqK)LyNj$W4tRvaqI{F4f^N@i==|pv&DG|Sk0Nog zq1ELx@?YyV5wuNBw|PN;0Uo)w6wW3|iRZVdq0hA6 zXo-b`KTf?myd^BZdDsh$iy!adc?yPhUl@=!VPaQHEcctMog)$hCh|{z{~LFjph7S? zXiEO*-n2#7cYy2mP4}y}io}EZ9+Q|v*8QB#*(M-{6hA1D;3Yq1Y{K$-(h!%$2b$On z@QOVAH^aC(?~5XaYA$ob#UA#s=F4RE=Lb{=^<9w+jy#r?y$#*1%mWLp!L#LAel})x zO6nsXGnuD{t%J&U!U6u(J>8rJ>F8woKrles+&$T*TSNw%@XHzkR}KuP?!C zEn)lzfHNuFxzk+aA3K3V>>fh{?{)0EqMDDmH>rvE z5rmB;1kXwv^eu+j*9IRWoEzsRv-K;cblA$5JZRJFcMHoe^`G~J@js5rGuAvp=B{<@(?cx zE+tK7kyiHOSW;*LgJ#DNBm}~+IwB$8uN&%3qV~#OE^p#zxbySMRyzjbE zbg?0Bbbj>E^@W?}6bF;*SIkT_FVK}y8^JTAj%ajJ(5CmnY95C2DS@7QNzL`Ny!4FU zPMj+Kt^PC+=<|q;4az)N0XHZpE$q90Xb~Btzy9$$@i@mOW%O9EK9J|6r!jn$QZgqC z4VY$runBBi<(a7=3Hc*tPU0>}iwB{sbR$WO`E9hs3BixG#vVQ57}u)!!1Yd_?IaG{ zFDZzb{?iCvwFVLVz7e)HH6EZ#a1wf#K3Jq7neQ+%^s_EX&jS{4PQYLCV2HW?bTjI9 zO%!ddHK_GCF;CMSrHvT>&`a>cLDtED8ylN>{Q0i+dqRO#DoH)q9tN5p=(8TqWbcj} z)zi1~g59PrG>3at5r=@9bo{@3o zsI6FCO?Tk090j=;3&wz()0W%DwS^M%Rcyq`_&L40t1plv4|tp1NB+cn|(+PVrN}rLsV{ec9?%}aYW}p1~g8fsnt@XP@Y@-%zz9?8ewh3 zaBlq>)$4jh)8mhM0g#OD5uv#>bt~ZKU1i4tohJOgYA5wJp4~ZnnIsX(g{wcF;Kc2p zLitT=+dHc5slT@*RFf6X2px7GCjS#;#^@c!RaXF+nmsKhd~R`Tuf55_Yk$^fm+$)w z0a);{01x`~!t0kIppj!E0n3EB!h?gFtB1Bp+D58WCu4AdrTtDwo0-@~KVt$>i7mxm zUH2@m2@o2Z1O37m3m-bcoIP{OK_=-z38&|F=ahM#=ryIxzHth+oNFzFr6h~R=d4JL ztet=T=F{!0T}$R`FfxgB6Hk4%c{>=b*ZQ6Ddm@g;nnH8Uc@S=6m&4b%>J2J84;?+RNq=cZ zBd4Ll=J@kfXVH?0q;|b^5;>5)&mFJ&q0l>C%4Jab1QhPIU#w1|RcybM75D!(!? zpab&n(V*+-ZLpi3M!BxOrN8y)-1O95hmN6z?q~>2c3gn>dW#*;WTPy%xr6A@jZ=#$ zo^XF<R?*DS$PtwXO`xWRLW@MN#<06gMIqnz;ri?RzS_O@rW+1UanpS;q4Yr zG^~8=4iMz*)@@%lHc$aoJ7C}g)Gr37OPz*9npW+ktrU-MwQSEDjBfG|{unCNdz!N< zZ>#Z$$^#i85*QQ$D6^J{)IRBgpdKLQfUSWCkJS$BxoX`Z%RMR0y%CCBT6zPR?0-+V zK_?QPg@wh|bPWX@bccqdkSBrkm-)P}Hj>H;!CGcPC(StCGP44G^xZgRq{ex@#mxc~ zMhyCHT5jN8O~mcrn~Fh^o+Sy4_TI~X5XEM7o65c6-l;c$RK?MO@1mp|3F=0S9B8WH zd7CiC_r;@uZIktt%@=nMMF8RacE0@nSD&ux)5WNe%6vdpr==sVdlLH0j}uV?PNy|a zeF0GPx?~u4Z!OMq>+sK!*enO_yH31zi=4t#j?x9>e}TM#gAR;a<+ifeQL1J2Dqj4o zWO#7q-@F%}kTCwY?Gp=&=(aR01nWA7%A zED*F&dCEnRvZ6qzL30JY`uuC4lw_77cTZr@%5Y6 zl>v*jv5QCL#;aLsJR{XTGxK;&tgBLlkBh$=LH3WvL&s1hR}t6eBgVR)>fTao6N8mB zGuc}x<{3SmoCSJdw--0ib(@XPuip*-8b0T7X8tQu$P@7T;?;UFu_v>rhMRDIu4mB3 zV6KOnpxAq?fNLhEq}imgK~bD*&*7j7OF;U=+q4ubHrKe&RR|0MLWJga_mXuDO{U40 zM_9VQ+#!W0p?Y* z+CS=hNX<>E;2&JXpw0ji2PM82NdpnQ{y@@I$<5Z|dSGwz`_eH zPsVm^G&spxp|WQh-r@*<5hQ^RP+liZSa7d=!_j|07vOk)k)f2BmEUo!gPh-Ku#?Gf zOs=cWE>ceZ=?fS{9GxTG$xw#gni+nWIw*KzUSAI*2vW+FJyET+XaRiyQ=Chn(dZ*i~GllA}jUiKEYj$Lg!M^f?L?p?3# zB4f@aHW6ju_yM+z1D~B{y8a#=h_Em~t%tD6C~Q`bl1w_4@SRKF`lPgi$OZJkulg&;{oDOR!+|5V-)86nS9SKK5|6a zU)H@rMHj3)v1sG+{(~@9v+_yMy6^#XY%rvU8za!Pk}E?a>1HN>D|NNSMK*ipqMLgX zdBYEDQ}CPqIH+U?EHtXu56f55HiZbnsOqA8%uB`QmKJuXzJN}GHnYqZpJ^bG6$i-z z{>!p$s*jOZ}&`eJ90|buRM@!;Mj_m@8*a$ModJ z+<=;Fln~$~=(K!duehIk4Yzg;UC>HbqH>?b0IXa>y)NRvZ|Y7ODIM1Y0{;BaK% zQBi2d@bK^)<=wkcZDxeC#tptg0|Nsu)1^}bug>RPYZ4^994lGoFejf7v%XRNGH6L1 zyVI)^6j<~LeigCh+dxzTJ$Fl(-uItBADm7HC$;9J`Mw8o(=7^$L{XRTc#k^+LDqGp z)PKk~uXY4Z0og%*S^t=%#8VS^-OkAYA_R3k)H5S4;%$)e=Lj$^xY#OYvP|fPIpn2( zTYtURtY0|288)n>zAS}bbpjR}5IBE$+vj~}#Gkq7V=J6i`wT*F^Xv9!MMvx>ac&b< z@$({=q6I4&T)|_0_oR`rNdJ8*&?WRmFBLGf{rAQAebN_wvyK<0`&O}56qXg9KOjrH zyvJp(ALc)_J6p8wMPgFKzP(RhPg(W7j7diz;C1pBNFi3m>Q&Se$iHMEu>WR+1nRnx&S}e&3#>kr zI3q?ym%Vj0bdJwR)*~n8uw9{tt7zjL2FuDKDW`uLKNRA-mKiR(T`^=mRzy!oIHG+N z`TjkVq$FK@_niVUck$Ghsp8+>zrQgXc;Qg%wcE#@lLD++-vk;hpQ-evC6WL$`pmzh z!kh;JOdzHiZ{(cny+#(`E6#{{)J%`2&}2=Pl>^K*_#nQ=bc@FPjQDBWyj&f<2$j1@ zCFEr2Oqw0xkPG?%#^f7RyroEQZ7LeQPG zN7MLBkNl_Y&@NYq(|mu!b#(U%Q@-dXoWjhBXOh97Wjn7?dqAS{Brx6&d+pO;Nc?kT z59ZQAhWJ6wGTp*%Y9*%BPX@CcTQ7X4L=Y~07posNzgD6av9Hj_q{G31@Svs3=1D_4 zJ4tQY_%i;8_qGXzTTLWn;Xi}W*Z4BlJo#FM-?fX4WaW3x?lOqGvjrm4h3t+m{YDG* z5w;WzIayh_+O0PylCez8Esw})w2;hjYz$LXXFmH-=#fYI2y2X!k0d20h{S!PErrc1 ze@zR+=qo*J7h8LI+zXt(Tu)NS(B=i@XMko12+c(U#xCUM5n8HSXO2 zF%gp5$T%0S%9j%`NxnA8)2T2AEl`=vP1z(_+iQ z+Q+{zFp&$-A2k}&HV&%!qZ$Td%dm07#=7<^vg^HjS+lRjSv(6|D#`DO-uzjm-aIX` zDm}Vf$Slp7CJ{cX7?nUdUU+O0)UdvpJw`3wXmlZzUT}>A2w15Ol=^0)KZu-KE`_8z z>TGjmb>2HYtEcwURu%6Z+5ll^aK4^pus4AF)%)1}JB|={@!aAYSxR8<>^G!|e_YAC0I(UqH+zXq139562k)oe8fvEln7w;m(cTM+_F~B21Lm zfNBM*&^t98;~$ZklRg%+{1~VS^=PLvfYz-XkBef)U z0R?0EVxAK8H&t77a^0^BbP7<6dAag!pqTflJ{RP_oAuh#}PMJ znT121tNPr|8TkW}wb*KiTlGN{hwi8Hg_5{rid-UXLytSD;vV0@mKL-djZP1`21kbo zEc;Rvjf@zu@rdWZ;;(}LA7S|&m67$@f)WLWEUmFu`QEyTL^CE}Kbd5$K z+P)sJ2hAfwaL|}K!eCr(NAh1UTKXziG?9487r+dUXN;;8}@L8kb38~(sF~w!!GsopcBAJ!YI99-ofi#F6lkO_n&*Odl@p)8~hR1|OJm~zsSsyg0 z$ZATB2U-J0V*KWU@pa1HDDDMzWG6Om?si^c74h{4kng{>W^icmxsQ(+z}PE5 z&wKdDwjWu8>7WPA5&53mK-a=wCBKb{Y|NB2pl@t~R|wt&yD0Q{u|t`{oo(^*MXk`L zmO0l8!wF-k-tTzkl$a4iL{jLdc{e>_1BIYDVv_wZt~ATJJ21A+ud3!&$DcygmET&d zqdG*iYxvd97f)T4TzQE@kSZ4(0LKNdW7kwqwLN!u96h}CwJL{qb5IvFHkRa?P}m*z z3^WKGp^2O)3{wV=Z)c|nyt9&*drwXR3eO7w6*k&^ug8?ywfz6;dhjv@G zNh?ZdoLIbK`BjpfaI5QWi7uS@kbE}cz(T~7nMF}+l3M_Yl<;E-iv^d zH+|V+{^j#`fv1ZQ*P9|aT-;SQUe=v@dS4ky8y>PV7M*?+OI`&uqPNL7_M6`pbR#Fv zY)54pWKgQ7X@F>fS<_F6i=J8qG0~A%C|h?g2XL<*MoE(uiCtof@Ezo$PFlHvato7d zPwok%V`QYF`%Up%mHkA^(w{G9V5K(d*gohzb;ogdO?zVCi~&gIb1qvdu5T zr_&+baY9{@z}2Txx-uw3-m16JDP+)i`|LETH&cf-8={gZq+&OCZIJ;TO({kgN)_4z zjQ|)UK`+;Yf-?)l^41YB5696&MwZK_^jdUeT`aP0^hcg~tJylpq*ndjaTlufjNv2A zs);guE3JI~h<%B!dJj>Wln4dv{1eE#Pi%D$04nTP;K)J7lMrtpjDj{BH}CbVcw3JT z0Jh$%RxvZ#oUU`Z;O`{3cDcM2T?hLztpe49X32@1xgWD=A~b4%zfg+i24 z{)oF+@MK11-AU@@$)YCXA)wkqr&?=@&>r}P4NEC~mQV_4YnXUA@$-2OVExhAYRC_d zyQ|~seRh(gcg3zhW~-Iy6+C#(;s$zLyeJunbc=2yuo*>Z=A3l7?rC)`yz#*vCM$W}&YCVXGzEzudkgoL2lyh%$A*Nfvd67TQ z83TTU6U~pcv?y0oy^NfZ{j25xK7kVvE4|571_Jw__L2-F-GZxCJo-Z2YITf*MQ>~Wi$GFgysA5pXl0G;SLKr?ZR|a z2y5cziPGX+g&3Ki$!icu%}*vA{RiN~ zr^vu7OxIN+IDLb>Jb1C^qg`b12Q)vt0R0hSi_rq79WvL=$m=5>Nrr&dVlGf@_`dXQ z;MCWuB=iOy&pi{8_#n$KH}J4>Jt`c%+WuedeR(vO`@ip3DitLS$XHYo$&e}2u2f2q zGNdxgJkPUGC`nR=h+T@zB(sd6GLxCigv|4NU(f!XyUtm6owLrlYu!KZUVAS)^!+~H z=lKlp_iOqr2p_CM9jrM%k@3~1%vz~CLFP%TJ=@3^tc^7jHbR=oVJ=r{Wj}jX@Et8b zSo%0gZXhFFBU;IX%c{~UXDz)l!zKcDh0*oKc-PehmxVTcldjxX*v|N2-XOuWjb>>) zyawAJp;9pI$h^O{G_9+rw}tRg=c}JC^`WL_>419WPNvCsnC!_yp|XOO@1u~%(6>N# zSZ}n;p0p?JI}-D7>S6TRb=jt2GHY8Ojv-01&|9^0*TlEqRGo`jL(?$}J)oC)rTF{ccO=fWB~GETxd}abvzr^>DCy{0FDf zv(ee_EGWcotC&n}_-3;2$yqpkxQ;6SsPoQ#sYA8R?~*=0HT~|&(RsNtyFICc>+Lb1 zgR0E6eZ99>%8k-y+FsXY0~S?WVXQ6UqY1pAU`__Be=woTARI zP}!zkx$~(%xO_Nxt0A}TpZOIMwC|PGZR>GcL%nBP-ApEQh<&BRL`$6a4;f&Wn+b8c zN6(aHYiH*#4tDY{(UKxHmc*^IswBRt!iIY5%eErON+?1q%Lsej)vMZ_*_QbbldNvd zC{?(5v&4Hhql~O%_H4693dAI9ejB!RNRrDQP?c8 zDZ{LA-Og>PmqN(=S5>~_EWLmpl~B09-|2$T*4Ep}`7>9|zRW8RRfUzlyXcnB67wGtY z<5Bk_Qf5cZ4+RyYUGFh7oinb6zFW}PBB7-GfigM)+Rwk>MLw+%QYl7{ff!ylOhf8A5b|UY!moQlz8tS zuekhYW?&$=nlw&WFt107w_()8E!?)8e!Kq0K|Iong`7SLvaTa)_K1SzX3 zQ-D&n!iq?FJRDPjb>StY<=+K!m((NYrH4O<7 z=;W%4WPdRQ>zUWW=4K*qyf)p2)f6;E-Kk;Og9uVJW5A7U?o`B^sTAV6c7p z(?ge#H{t*7n~cuDx4=uv%F0urk0|LFuu%vDVe=0SrSJc`U;Yg3sXGTcyW^F($ak0} z-O1pmD&-|2i5R~)%@hBRPQx(!9uK>eRAKvUw?n^w`FD;eru@xDd8tDctnT?Vw6uDk z4eCp>F|eM#crm)Upy9SWSbi+z-ly)CIFf_r?)IVk^xL~#7nwC&=MO@&4WkpUUR9`( z_0nU-SNmR_e?R*z+7>}S}b$Je$==lfP5UZgueSWt!2aKSFyTKSGk2ls=Cubd0 zRS(Ha%paJ{pWTCr$qrL+r`zgy@p@TV8Dy~@MBokLnd%@RtP!8B(v&LEa9=<8K)Bl_ z2xEWiq>AlmTIGNzc(-&e?l)Sxzs~GRP&}1&st;r z4mri10W3D{lVdN*(_32hAA}yS@w#xD!?gBxYL+Vez3MRi$nRKRNKjj&-Y$5nUmH2E zbabbdUBVaT1Xo|CZ`BvfhUU99^j$ZcCN?+R)Wudaym=b<5+L6C`94}|#O3rm?w;#U5LW%H7<#ULV$>%nq}D+|*r?LYhSn zj9Lna5UZs=KQf28`pb?JIm5TJEso%_o&4`(-Inzys~el2!M$lrRudx;>PZ%0cs(1p zA{Prq zH)ZIpWPh~!_`HW6K#Dzux|PqQl~>(qO_pzqu6_wkIMdVSeFR7akQH z$x#T$@x^9oi5kCucA2P)5JmI1YzWWVIPw!x;I3v$<8`JFh*}UKK_sp9{n@eIcMluB zgt;2=DB8d4-ZrtY0zLzr7Qb-2Ni)-WSPr>!BFJW;c36);$PpMANYDV`gWBd;ii-Ct zDG_6QjSLH=Ql6Zg+#aHdXFh9l7u;0N|IdP>ZxvlKS^5mIyUc^v08~;35?fDmZf>N z10%sObvXHSV4$-RLuqNLvF$V9XCqgEpB2@oUAb~)V0gG?^sG{NAqOCqiLN|H)TV|_ z@dtTA{El4k?wNKlQmT1CM!vlckNTJUrYj+kmt3DiHy*aHQv(~lV9UKygmPuq=Ah@G z`c+d|$FnjLgcVt+XObgBKyZgQ-i9YB((GG z@ga|@wXZWKMjT3(04$P(`B~6N(L$rUz!hebK}lEU#Y~swnLDSCaIMB?9oH=E4yex5 ze|##uT6vuH;yO7evUg(N%Mnb3xYZ0hK);Ki^<#&mE@si?O{1ZmVtk#z{j&?bqd2fU zL_$%Z((xwZoQ}x`D~@%j1QGNJQFuU<{0wUwu?C>MtJggG#wV0eYq5Ui0k*FTI zRX;r>${NHJO$zKF79MRBBR+Esx&clJWLq7^Gg^F~@QY1j``|~)7+NX47b~Iu_oN35 z0Dkpm_M7$3NQTS;kag^Bq5H;NHSj|Iw3f;;56BSz=CD0l!oM8Yky6%a*I|lkE(n<2 z3~o18Ods+{VXcy_Cr_Sqz~Y;|zR-ahu@4VV>fI;8w%=aSjZ~0EZNDSNxvQLdL5Lb#X6bh-8EQB9Z>xktGUJ1X#Xr*TDW6?f+xvnIo@u{ zUw{7(si`+AOCHNS*P{P(vZIV3hXsVHiaZ|`Qm=}+i%pxiCe5#W$@?Dv@uOyA z%yo#XW6H@Wt#mi$Q{1QVf#Dpf^5*%Wl{1!{_pP>e7}ZtRB;P-!hP^~HX=3v316VA} zwbSajKONFgUpuDaV!3US+tr7{&EY{r15@OoWh$P$;E0#rwup}cYVj8q&^MYp;h5`nlmW6=aV{GXPVbl1I6>t_XQ&(j1PU8o?QjLh9dHWEQTV^TQO6FQl7jATjXC^W?i1lGN@Os z8yUs#`{K)V3wkbM!Q@on?BpBUBYAt83|_;jy6@D6Q{ld6LY)}5t^IPIw8W;X;%tKD zyedqZ1W<%!{mrtWX+j#s- zrFc~fS$e@{Fh})hRm&b_YfvPl#JFys+9}IHI+ah_!%w_?tx?duj_u&X zML*hkB_^7{?KBfRhSU8d+4;l+GxA#aH-e@q?q$ki%zw-x5u?=#@m;qR6w+!7W@fC2 zFgGLFV(cOb@LLb9&vsXsWz06^ri4zlZGF=9no2`@R36RH=4#<4`{~mGa&OK~6L$eq zZkG5DMOaF6mOsO@$sP;9+7yCHPgDo zG%HQJY!^n3^6>pv(XqdbNC{VEWHhmoP%(+z=#`f~|GG*0gW7qqUlNmQ>QZC2uVJf? zJ>x@M6uXo}Ng1ogHLUFQlTB{0>q3R}iX0hyyUlPz5H{1Z4*k`}a;xAwCelX=rFjtkg}B_V6w}JtP2!^bX|K z6~T6AS!9KU&1Y`3$q!u?1*_PN{ZlVFZ#iHqSw@q8t_qG2h`u4SX0O^LM{wJ^?_@U&L3in;^C=a?ES(`XP*GQU8V zRm}9!u~RRDMvpq7DGgkl#pR`Q0sc0ZST1oc&SON*fV`gl!Ic7NhxM03|Lz*eRTJgJ z+vkWZ(~2&*YsA;*8qw|e0BazMHli11asIsM~83Xu^ zKFVbi6qJPrxuw?U_OGulrr5Ss_%l`zR1crd_HMV;Q-7t#(N{UTxTCzg;3)Q<<_4mi z4Ua;)L@DgYao)_CV>T& z5}RMAP2=_A3Z#tQ7;g_zvpa;R$44TpNti)Qgf$7bFC`5zFeak!N%Sl%a*B!v?DD?c z5wQFVcpttUH$VU0(%|`V#1^zk#a3T=FYux@_4dA!{q#Sz_ZHq;rX#iB!K3r6;pXiw(u46_C@^0~7z^wmZ`J?X z7phxGSpHRAvZ|9AKMx7H45nxFkJC*l1ck9RNP|LO!o!#jDR3w2Y1>xYFkWT`VNRZh ztg<_J@zt*Qg-x;6G-scob!HVhL>S4)%Xi04{zBDv4HM-*R(-ka>kAloueelL8bsw{ z_ea&L^cM_PhBN|&%suh?Cp+T31CM`&j(;+Jqncp9IoTdx-xe-1KHiw!H_LV6;|Wk} z-`xn9|9@Vp^%*s0F+D>C&+opmw!S_0^=GrL*I4q>biePj8*hJvoY9F@G_mx2+Fxm2 zT^Wr+%!17RGZ57(-^=o(%v1OED25f{{Ve4h$AQ?(|7=@*-_;54DKU4<^2UV-CJZYA z`modS{-osZi2WqcsM7^YY^Y##kRh9RH*3Q8hgJC@ea);6FLozm9RyTG00kimVS-TH zTpN}m5nU3%m>Q|gHTIK1Kcx_cU@P#IbL+u_2azl!tEF{>$k0Z3!A=EaaJ(EVEQm~e z!A;VR;Ja5pyvs~#!tQm&8L4k=O-Z$PYcEKNKWx&zFWo^C@vGNnU&)wzK{Lb|LZIC0|d?Cj7_pZFy=*Q~L$TFCU) z_D|PEU#2$884QlTeN*&~BDurXx!vcb8N#8dCaRqv_pquLe~vXRWIQ%5g>*nicQr7g zb49nWw4cm+-vDDwH{oO1`nUd7`CQ?#nl;neHpSGqc0uqY;6p5o!f%PDH9ek_898UA zYt>b_r-{@Y4(XJ_y?a#v48Oq^&6q17Id1uRSD@Ot==hJ{gHxO z31?u}gv^@QLs`B{5PCGT>RcK|+PvDd3}obAzDhP#bbu7_VB>-Gdrl+|KoL7TUTz+i zqjkK{WcAUhM@=ebGF0*dk9*}Uv=%8JTTSG(du!1nI^{Mbud0mt)BQuNg!(nHkDJP9 zgC2=F(a`nDnY*9Ww?7+hw{zS`O%GX}H+TK}C%o>jMGq@v^KjBIII<}Sm3F54Sgu-T zH9{O~XFQ(k&FFp3@xCbBqud=iPmhTOr?S~^8=GxT2jP`-KW8TAe+|4l6;{rYSv@6?jGh^ZWE85)h+vDv<9$8V>q@3+<5 zuj)8UD4i=O#oSVwx9;AnM;-0z;(Qi1KX?U7M~lqT!3JTl_%&C1r}c^VLPEd+On&97l37Uo+f9_-Q!~7n_QgR=BXQX?Y)t=?Rm;^( zTC=jT#filT8Rw&uyPX4u;;N67{7I+Rqh@c=O0J`UKd6)C*WtHyyi|5C{~S&b;aUoX zhzNc|MCV`xuX4+B%p)SEi|DM-L~ExjZMy!Ry-PObOMJ|Mx~;GOuKY5X*!3m&RSuVG zp7W`}SA$Dyl1Sabj>x%ipz&BDB}YtzjE&0~kq2KsMQ)?iTHq~V?gayhJKy^$FLiCQ z=r55uMmOu(RqUWtrH89%GP{R{$zfVG;p)7U))H~D!qB>J-f?k+!Z5uR83F*HnS>~4 zxr=AEnssmsVILMs*d1QxT{%=@CbpobPdUfBJKd*AmRE?%3sa6@wm?;&$XR8It~IYF z0%YdDY4csU8!GYi+^Ow+AItt;XMsPh4YlRPM;8@?Rq(JZRyz^*1&hb!o9;9xF8_Tz zO{n-Q;z{lX`?U;jqa+@K{UaSdZX|qgrf^pvR>gdYI`5uc0&_^$BV380{q_smO{BJ$ zaLAjf@*tE3{R|2s@L8*g9VYbNhidpzwFNb1X$pR2XNv&o5BSYc!A~3mVfYds@6_GT zUqgmU$GRHt{h3`w#D%8P#L3`^dp~l!#%_mXJ-fafequg&V$n%1JjlXXWczk_Uwis# zp^O@pu51kkm)j_wD{5G8n9bES@N($6Qp81N1zO6?(|^OO1)s~N{n{p9YV}`i5zfcU z78u>GN_;@*%L}EKWzgd39=soTH`1?rv+$10n%*gc58*e><8mCY;(@k^l*uW13{66r z2q7Cjjr3WzX$Ezen_fD}LeD@}$Csv)Vd!YY(B}GCX@x7tb|?v~PPpsB{jYkwhh0fx zPwZ3ShrpLVjhBDwrC|*A{E$?cX(4l$ct30>!nAs3^{TDW7RfE~=V@sSnc#(k><1KP z+?>jU;ez0rNRk}hR>Wja5tR`>PY+=(!9<2?@On~IEOHzorPdv{XV6P$v#!1 zGE4NgZmnzN$VC~3?j&8(T;kZTed3a}G!oQ*L6!_TnKULd@dZv=dU|LP@lkL6;VJK* zg@&K4{U9?{D51_{izz!I6@^u@HflW#PNY7F9D1wh3=VcYaX-Bw480=t_NMpV*~oDlc%i%h={xxrHLnj&mO06LDL|fGWRmcYT&Z zRCfjJoxs_Vcj)*iQo>o;c`f*^S#Ls0K_893HHz+XmR*XZsHt50vCq+H^9Zq`ruUhYZolp+ zo#LCPdKl>Gy=hEd*KmICO|aGA(^;n)GJ7Md?#Pm0m!#d4tVH3WPD#rmI!Keu=+Nb6 zOcj3fxg@RN2t(0}7yAHQRTBGpDYeu!C=9|-r2!Qq3NYlvTLG6NPesX-Yco;;?w$}a zpf=S<{f6>=oAEYKD)-Sj^8gmLJo|>i)y>rl7Udhg$u_gj3zNFEx}TzTDTt|?Zo*ME z(Pwn46H#Gurp_lr7V_sl3cq6Iadi`(W+(y;!f*8Rgf}&74K9Sq#ijn;MWh?x&nzy9 z*26WQ!H>|BhHInb16U;D1$PF3J~2-D5`2(LnPBW)BWuU)`t9<(7SUWUh+ZNhYX?5% z(RXU|BIF6IzYMd%C$cH1y!EI1%GQvE3R&SlOg_PZj8DIOc>sYaUKNVF-96SlTm{3< z816&QuF3pT9f0}!UZ#~Zzx|7VTjY$ygcA|yqqc!lV7Yt%4EJOLrgU;P1GgBM+kn&= zaHy?lV<46&Gt1J+>R1L#;Q%5cwPPG38L%|Ux{r41fZr{Yr=S8s!p8z4J5~1oZw8ro z%Q&RLPC-3KkQRVKk7mzLc1HmXpfDHv7bh*Qk1SWnEcg+VLGq?LRPyP5CEm8SY7E^9 zqCva?Xg04JBQKXG?)3Ff)S7^rfp?@V+(zaQ8mi)olz-!Wkv9N7lAvFSyiY0?6FYTg zKJBe)d3J-)J`AGiJuD^`?mYP=1W&2YO0Y&j7IrN*+qa1MZzn*f)H_LFR5RP9>&U<= z1Iw@kI7?g?8#_CZ14=D1cY{3m4nEevZ{vnplF*rI_M;fybH8Wv9xo61d=m^<8C7nStXd{ z$5>tGXn+`y6U{lq6UDQxlB{^qlKyF4^Izgbg=j1Nhf%aI_4$du@*# zIpV<)F z>ar1==2211>wkgW2m=d^UT7!YVuBby%_QZ)*<}ado;a}JJ`q@Z=ktz~mP+D?j|!WK z&amK9chTp%kZ{fiv3Pj)Qfp#gIdJgcHe(v&zJJU9MUp&H@2?Ayco26BF&)q?_w_N2 zWndp8?HOEPEC3UN35;isdhy~s(v(Q}R#SAz61%&XfGb8+S8QDf3%&M*ssfI+o&1xH&E zLC)Bf^&t|0V!&$fm5LP{9xt9h{|jS~&@~e;In`54dP>jdiKWL1dc_$4$cRX;CZfWi zv{5Q0f^sYJG2-keI=@G4uIbzTX+4MhEqG0I@xl>yhy(*$E%2{27r%e60E%Z#g&4tJ z^b-{To-vLC;YS5PP`BPrSBTYUeke4IBK3#?%MpBln9JCUZ?K{!#^T5P|Bp!fZ_bp9 z!9os67@uYl>0NX*LZOEMzTe08()272tWn?B$2f3k-@$`rK+&NojkCMapsfFwx#PYe*euv?nscLz->v4${wh3N*2;>X zSdBO$9oYV-)k@%t7h8&;iKtSu@49Ga#v>Oy`*-bK94&(Zh}Qs5&eYU$f^EK*m#R}z z*sWClA$#A03gs29G*x6L1(UO=^l=_RrdHkX!m{gH{=7a_X;D#;QJQvoYwF!`B$*)V z?7MF@>F>_FHT_aj&nkwGpdVgJbpR6TOX(L4i32QPP?SWxg{*ASf0AQfOcKFb26T;v%AG_g`-llq_T(Vo>sU99hcdp% ziA#%ipg?x3g|h>16_YQJ4~MJ1b{8pFo$W{R{&06aMryEF z&qyAs?Sr!b-os9j-6k`#AO?g}Z}AVMS!y#C!qGdoc$n?FMiBJ_xQU1)dN2zOU!3iUC_L1rV4sx4 zgdi{e^XE?wpHeBYbZcDiG!r(<5_2g0`0-=1y7xD&I5f;~ZUZnm6JRLkWOG)oqadRN zhTogNdA@pX3vZ%Ly#B;OdM_RAN5Xan+c$LU^ewJTZl!3E8W&#`=+f%l zR8aM(oM0{t~OaZlCE&6T>ux@?!HKY;O zgNPZ(iI;n&l5k#A4YIgAD|k8!o+EMrNFa;^2z4` zh79>peN_wkGb^Ggu)}{HUL;sMAS}&uiiA09W-J&eA94VmMxK3*_(U((t+31#|J8Ub zj#4e$7NFf0J%e3aMd4fwbgm6~2SZh*buh(bVb+`kf^`!l?BBER^DFag9HMI8ekV26 zsl^BoiE31qThxqMRrl>vQ_S5Bi3-+`t|J|@ur{$tU=0@Bp13*9jMpBE-X6j?`UC@P z+amzPS++8v4ZdfmlB!ql`KYDVjoGK^oXc%-mzEFAOp3UVumWk!KZ%=8 zby7)EBYY#$V$sN?O#I@Ow7j~Zam(~@#P$h_EngrA?n;|fc8*%}K19F!Y0sok5A5X8 z?PTlttq^&9p15cb)>9Jf@gbGVHRU-H+`qdd^Yazdc%t4 zaGjXfAd}F2`iZOQj#3ua4!i6&;|tBI$Y*vbyerl58aZq(ZW>eT)PKgJenm|lchN7m z@q46o%R4Q@BH_@`hRPV@Z?)Bum`%ZJ125&H6nTHB{$z z5vdK+w;#wlse4u%k@o~CMNQ4Gq%1oBA%0`C&=uAvc=T2MD>8fyi>FToaPV-O6}G%6 zZG2DO1NC1mWFt${6|9E!+O@(T(6frOP!pO4BQk3%D}qaANw?@NF>0ZFx^E9tdKS?c z-!=atNUWRgNs*!&7limvnYf@@^DqmA|U7;2n0*_UiXVf;~BEe$MOt7`6k2IDU!$Q`fik;B+2fC5f5s{ms zF#%i_(g>|(twj_1Rf{(_hs@uwuCb+OeVvk49-P>D_u|2ecuynoOcXpompvDW{2x3F zL6*C}c@h^s#B|zG?3tsoJ6WmVQUievQ-II*> z)4EJMM<%sf+b301;MD|IlKzilP{e1xu@htlI%pEQSV;Y; z0FWe2JF4-}@q~<>DBu^pvnAuadZF;r_3m+N6=UrjM7RyS8dfsa>m=5DS1c3K?#E;I)>n+Q1+)#jLxP+AQnBImVXOtGg595 zN}swslG7N410^0;nr)Oa_dj{-dfpibD9p4*Ee0WV$<2jctKMBIV>+wClk%HG>&C7w z*GJFZP&&9|5l?wJJ;DcvFVu@A39CniAluC=BLiVr11bZP)@u-E6!)ZmF<6y6S8kTE z-;BEAzP(mf>vyh7^1oZvu0gBQ`^*9XLB$&{g#31sd*QT+DMcqzs`h=|yg+Q!5z6`* z8*hXX{CTdZc}_+(j_US3cwFr2@!-I3x_17|`>A$6JRj-Hy9?1fZK=rl!*frF4o(`( zf6sIJD@!A&%_Y2CxQ7H2Z(~O~dhuvj^;`OU>j|+Xs;K47fTqXDhu5-&zZ0{Gn7*5Z z?heI1#fzLJH0MGksA8*gI6Bu;Txhx19F_x$Uzf(myLs&Rv$^)J)+>Oy$}d_yv5R%b zR6x+C<&@V(to6;|JFFcUs?||BRyKm)6^dHa?3sz?81P2ytyl@x&rsDo^a*zjBh;oi z>Bktj2q6F^dSue@U(j`)MrUbqGz6boQ8Yz zra5QXgm%NbM$do%M|UcM+Wgbtx@v28WwazwR$l?NC5q}ln-SG3Yp&r;WH7ibFVuE# z-%R@gVE}y39;nceeTE1m-S<1W^+uH(v}L(EID-i6j%);s<*zUR2vg5w?F13hPVMF@^RJooVGff@tst0)eh zBkThutNBu!QZ6Nq4#^hiT$|CNrt}Ue+NAW@q=;{35DX@9zrBd#SU;c~vt^7vB96 z#I#1@h9}sabfF%1!5#mg{jaYFfUWNTl#`0&Yx5}&H)SQ`V+U%W`4R?3T~BJg&6Ff{ zxRiH^Z}u__7DM?w!^~?Bb&7C$LSmKL_fKysZwIG8{U8?dNw0+g{EE!8YkJGJm0nuL zOJb#}1=f!KEl6h2FFz)bs)^{tSrq?R6@N#xhRNt3-4o7!JArnGvB&kd*KzO}j`OIO zd{B`~RGd+g%lo^6@&saLLv>;vf90h@Hg+YvV1%SKvVU^tvop-g6EX;RRqS^JnP>DS zkwTdDT6nh55Uu&fH9tA_WBiZc?n>=XuN-S@YR?~<4+5!fQEy4cV7?U)i_QfOw^NIzKMy8jm>Hf z_vI!G{Ez($%?UfPKMz)NVoZYP=*vp%4uu9l%5-@rHm?@)<)8gt|H)<8s^IqQ zHV}Km#X&5(IPnIZ(+Om_qm495Yrs@A?eF0KxO`a7%$k3_ah1p(s$x-2xqlGw)dk{J zL3_e?atgs@Gf+2p85gl!hY6|Q>mcjY#>^u03v5eEFOS{wwJqCHC!BFQN_~kFv7bQ) z!lbj;-P4y6L~(B4`|mhp=_`xaJfGdGiFdL$$6HQIFx}mi$-7XR))b=!>I=F0zWsMu zYU51hjv>AVO9688{9{B3u>PNb0=sirl(*r>M_h*OFX~jR=byP4Qfg&Us9?64&@v+Y zN|#WW)NfFoJ!*5f{b16FGXC;2z7<{b0gMXH(>$?&KHdw=_@-o?Fs50o&IvfyCL7A< zwq3oDE~>X5w#~-l1-o(a`%#iuJ$_UWD?=RKoyf;w{UFh_>um1sL$<9Q;vkuHMTqUGc#*-uvjk+Dw-!FbX!me!3>`te1HlY5&9!wCNCh{k~hC;-8{Tk1twPVIQvBK-q ziC4O-Y=oexKt8fxo(7TBjYNGtb^f4%Z@Pl>IEGB-IS%@;uo?>@0D&le_ddwnfxEb5 zt_VafE$^f?(by}V3_%Oegc~1n$&udfPp@(cn&UKp8|Sd&qKQg7}Bw?e_kr2)*^X6bHW8$c_@>ez6%6{!)u8 z0)RB|+aCoTh)1UUZwOrswC27r7D7A;qDeHqHUrb4^OYI8K7^6)9e%yMm)skC2T`Opyc#_A9;ssVmoq) zIFLyC=+_e@+!5c0^#3n0UIK)Rsp6#~L1532{SWqd*Q0j4XxQPzO_KN)IIKvzy1Hj9 z2%2Ny#z8u|{fvwqb!7&7Y1v=)Ptwe+u7ew;VP^I((~fHrC6tc3x;WTTnK;bQYG?TI zFPAA|7k?McZ7@ariY9MdwYIpvEWuCZ)z_zu6!)|{7t)0zj397oG9q-}KDK7Cl?JV{ z#uSW5oE5=ej#(V;nPXuN{T1b996zb>v3YIVL%ly(IB0hM>l{Af_M}GU+~Xnaa{X30 z47n%#gMUSPH9Fg9I=SzWo2>W1QDu0k>*3oy2+H6gebaw)A2lUbTM9QW!iKVwl9I6U z5cI=aKgD6e4jl#E-D%Z&2|Vh&Wd6&@7{TWEqsBKTOb#O2KpEWM{GOae|C0d zqFoiS&BMH6nRD;6d3PiP{!HT`_KM;QtvdfY5qqdd$0_%3spi^nazt2cfp{NJ zWeNnv&&n~eeZZa(eH8#D;9k6Rp4~WMvR5!QZM@;^?zRS;?(7&h@oa8$6aM$6g_hyf zX;f?VaJ7R0#z~eGU~6pO6#go;{Cn}+*t`|0!g{FmK!7f9+D%9uA6*F`Um64T7V353 zdtP0Q#l8bK_EMd-UGT}`(MfL$E;IAaP-5Wu7&DZZlfkKp-3@LIpBl(tbJsb$ZT_z0ko0vKZdoOBi3}JQTF=*5?HpV0oG3MB&6c;a z`XoO6b^i<~n}iy^CV>X38?A~;O2r0e2q{7dsQoEWTcsvK{Uwhm1If#d0+?GCw_Zq#&=kO_Z`iz|j{#S(r=t&O$iA1e^8J`W4q=~LtHyfLp9zmK!C^rnu%`ZbeIp-wtj7fA~^ZKvEn3&^)Q8630Tj9=~c%~Mo zOLV8zzeb2!!}fIbjF8Z~gak_XE6U)YdH*xJ%k1dUqY%228GqdDTrdty1Nj)U` zOYoJR;N(=;aGxJlI?BNj4Nrlm+9P#&d1~pci0UJss=avp>{$lq#R(;&vuDp9W-~A_ zAmN*^AMKKil8=i^Oq6zU5#QKYH76BeXg?1OeCw1_!QxCM7c21d?ylDx8*Z=+yvxmH zz%(l4C-Jju!uJf6#S`de0&PuO_shiHZ*vC`SABiZtky$75H#=0WK}vRWePh32uMe|{I4^LM#_ykbHLX&l#V;aqqPn`e&qCy-4i3@5 z*Y|JV9`SthNZs5##n%_fd}`9tufxOd8yLvEy6EJT+iD_o%+K3AoPzANeD?&xX1F;y12OT87mA-sORoMA_+D8Vgg_8QD0VqTMMYDP$^vt*khye$svH%Ntc+5>}zR(dpmZ(ZO~0ja-#px-V~Z+(UBB zP@GM{YK5oVL~Tri3_v!?sMF{1qz~_X4mF`_s-_3j8rZFBhxbRz-Hf6S9hys5ZE^|I{MU%Uw?&!xF4fU34^d7 zguD^6fAX!+nQ2l0>^DK4#@l)oABHxk@GTR^J3LiY7M$R8MP5GS_iqD`c7eDCtgmb( zE|)0vSy~dpt~owlo3;N2J5vZwpL!e+Ku4o@<`q3#7wNhwmdd_)rw;`Mk_}1MP9TNE z52=4wZEZ6^l1b;j*~z(ghm5*WH9_90*SIyV0U`VbCmjWiQHGjKDqV-0;FFS#s@ zGo-%uPs^yPhGFmvu;vrwjGGe!FZk@aqNer+X4|`>W*K+xTUgv!b1RH@)1_5Tu&qk;ZYfW|m4|?Q*EHw& zh(YurHumzwmqm3xdMa&R`T-D@pG-T1h(D#>J`+`sQ)o}ZRU9(f3SS~8ECu@m-4{iE z>HjdwxGFCnV6+aiz7-Tgj6W>d?f~AgqT}V_l7(61$m#qkPpiwSW6MuzYs8aP1XO1j zST<@RCAgZJntpUi5%2GRuYW*{=}+cWNeJv zdod$2Je&)`l=0kW#l!}Y=5v+SE>Eq!yAk)kaHV9z->H{ zg4F|0@ke1sWIbdB$&M~{ApQtV92*;4Qf$fzN*RTCY=$N#iuVT=S3l(BsK&)5CB6FV z@L}M!R}paH!j30!^*SCVOu$!AlYCpSPv_An;8su=mCaU93Bj+jRq21W7~%_)vM(*| zM&`o+By2B`h4QgEtp32h5%aeOSCo_vUOT=Y{JqD*f*rxx^M+T)n_J3lOHfI<1oDzV zJ|d*t)g9FeTvX#!5h!UQ#E8#sIWuqt21@*U-*t(GgGjajmW~iJ&Gk1$f0!Btgp2eC)@Df=LRULvAmJ%+*B^;6ViXp3GcY51XNJ#p8 zSlx=C9uptZk-(s=Yi;$#w8h#O&!XD9xC%5e6*elU%CHe0;o&hmFFB<99z|ExYe88@ zs;UCl)#oo?5}s2|!8?_)g@vrAPMtC^H1zQ8!LT_mE9*D2yV+vUa&5_yo@#qO0;PWc z{#}IdiQ`qc%t`|bi@mVwmHlZ;hg?IkWiqh)_nXl}hTABLcoRN;d{C|DRc|2e<|Zi@ zAwn|}>?tQ*?qb?qpcZ$Cp1ufmlMkjAI7%X11Qc)ns5mSS0+5e*qL4<4N-vH`E~%?~ z9v_pOya%8WFM~glOp`|?j)&Ki9~Rg`7zD7sl<4vwk&s|!b(!)olGwYW2S&+9W!fHC z`1{KI>f74l;+FwbDJUvFgiPy*q$CUG=+TwcRVBfsq$I*AkB16)b6Zvi^URm7L<}X& z{1UzNBgc<#2c=bplno`Rj~T)8YHD4fEs?l;q~2;B_;j*y5V__V1{lsg2$P5IY5`6E z{hwW3u3cmHn88-h;vxf;e?OoJ@Fzqd?>Gb8$z@PKzvp8j{iD6{CO=Hn`{foSqTp_z z-}3-Jm1Za?5x0l4_<&n6AElC7v=H@%u9W{C+8ffcLR@G}PDAj41p1dOpL&*VDs_ zeN-;?76MTB{`1|My(8OweUG2a>Ntf5_5xMXKi__0k5^7+$GUQlC&Z*9^Hf99UYczO z@yXs<=0hj6Z^u@)uI)4mH%3T@8?NIZT^fa@sXhOgnzDF Ml#@Th8{w?lvh{!T4|KP25A>$qvcE!{j#T`V9~Q#U7jxSPF=*)DBE5JYE6{DtMnXWKwf43Dy+!Yi+ojcHH6 zLHGIg9qlKv|LWiVlCbDtzC`iv0`2d&Ar}PCysO%IvX`a4x~AS&lihk{u(ImS`#tbu z;N5eIG1pbJ-VQLYq$$U4ZABMT3NUg1QJzuf^uBjesgb8{KE|Wx% zWDvg``11e%^8XhLR$of>C&jzo=&q<}SZHXYS?N6wXJCd*X6lxVoSe|1p;rYXjRjPi zkPK~NVq&@Na9(NnbzrY{llG{q<@V#hO2hwhGeOah6cx{z1O(o=d6T{R9=NW-{^7$1 zaC;X)mLn8g4=Ns)xO-QF=mMFEl#BoL-;Qq!5bfUh|DxU7X2!@a(o24+lSvRE{ruTv zOt@rp8&S~n+zac#&HrA+d^R(-(JVKh=cnp+8+(b%?UVp1g8<2L8}omn5y3d`f_BKO z9@D!S+|{*q`Cx- zpY>ha*&rCc@>lmq<}Gvl3mD$>$J$EGcy4^F9Nj;Dfz6wdhno3LUXmcQAs ze&twFX1k6QVLUhYr(Sx0rIcXxYN%=Jv2~7jY>kCTL>{NNTOF zS(GvrSfBJFe@uJMR^~;I7Ko5ewsStxO{^9Yp??w`tRnP5Ep@hbYc|z$HW}U{M49ff zX|ni~RiwGDubs1HcZmWOwePl<0Dh^uSu*p;dE@g>(WbvRon7P6_LQDOeg1m^d z<%KFt86Bb8o{m4KE~kqe9Xdji%sT(2c$!o;pux?3-)~bvRScpSNqAN7U2l0UCr20& z7oU8TKVu*$da=r27~bH(r`0Hg+CW5!JM<(qzI%t8ym2EV$C|KURDVs7mRay#vGcY3 zOQ%N?b`G-t3s!N?yQ^saF(@YBV;iWA$A`Wf8v zyOX`fQHRo@y3NMBqi)YluiH;w(63BDrb^Ql@tmt#7xcm;*5Gif*xE#Kn6C^6N5HY^ zjQ^40uV25Os;XKvzo(ShZY0$SD2^AW4hrG$2}R)6jTe`fMc;H>H1b}$B;~QOf>LvI z6huzBP^BaAl3Mv+Ma8!}<=D!)_7q+UW*VT+h0g zar~f7!;_E}>R*5VV(fNOt;#m#i!*=wsZTq)>JM*Yu)DN$A!9nBVQ))>_r^Xmh~8si zNnUQj3#}#n^Q|v&{&A94Xkatb)tyiA1ihZ?gVqivJ$jAPJvh#rD_`?nl;+~j!EF1? z?s4c8k#1qr+C2kQvH2XHvtoIU(%UC~leB(x{4{E^r3o7UDD&M{g@3lamHyMUUp9Wa)^o2PfoDWcf^Ql; zBH(d}a{fMrUEfgGGUZ-tB_XbJu4%n0Cs@6VIkDKn>JAplCDYlNl_r?Buik5kYAGc+ z4?8q94I`1(uy{jD{JwvuR{avD`SjoqvY5@wR;tZRBY%ZDYT0Jx8@4 z!$exri_bz9ToRY#;yKTx-o5LwyMIM2eI5J#C{_F5EboY>rLIBfe%#l@bkwJdWd$)Y z*z|0k4{R~!SzB9{mm#Id%a1iQ7{F9&5R(Za=I1FX=cYZ;t-{nAnwr(?MYUDff3+}f zZtiP5JYhD2KSew?bVdsGm5`3pIt_l3xYGktlf#Yi6wev&jj8I`p`oFhagR8!Nq*jS zDXZj>7_D1c+9V{#Ta7d>Eo-BUUzp5%3}4TFuAqQn@g3H;wm!hV2EOT<W@9C$c-QaWzq8(Vx~3AxZ@Mv7%CGzD{mP0p;+T|G+@2L|m@Jj}yFU9X zt2@SntM`&m{E#IjIC=l0M~{x=4;{ioh3y>k@Db4x#hxaF ztMr`V76@ZudP!%oZpaJmfAmsE=V`p4Vad3?7ue2-Gv~HQc8UjDTFj8Lvhr}B%Cl#? zTisn@o=O0gvyB!9O3XvTL-_NRKf+R?vh-D;QHNOXX7 zZfoaFM>QuCk+J5#fwfHBBZ_daG`b zP*qa$NvlwAcu6Ie>wDc)N}NeQN0~<-%k0C4hw9lSR&;MHnnE~}VlRg+!*{kv02<8Q>xOjn^ga$tly7;8C(~?gF`ln*n2cLoe1qvr zU8nN{36S5g=1a0;4P{_c5JhZydjH2ud@GYkAqX9S6)-A}e@jX+a$KjD&6o|RrI0ke z#L}`hjCndZpi#ywEIL@XIbjjpQ16?cZeG?zBhffkYAImiaoDt1L`I>_Nn=;Gxz&B= z#*KkbNfwX{;cUR$ra5xFa7+C8g zlYY2F|DGE|yGh$Hr1<1j7ygv&_Hzvf9&wMX_b$|MJRg3xB!rlYMx5OQ>!11ar^`a5 z#O`bm-D&j6U^-q=S(%dYj@m7G`E*S+$q(aYR@i0eoYz+UQPl}1S#rIg?2J(XwcSh= zx$}7uGAfotBo5ag=BLc-`zjquJPLJxAOmCz^sVqR8Xe&u-wnO89%mRB$Z%g@LoP1j z7<&O&zjvqCg`@H3!@cvvsUI)6?vC&7;utU28dx&g#0yr?=~`F_J6t|H{xKd=>#;eP zZKnL}?js{xUbhvK!*&&QiLLhbt@IsZMMbqMr+CMoVu1s7CtOJae4;J70SzaE$cTh# z$C1+y?-P29uIW^c6Nt&y5)e#m8Aj^=I@n&O@)eBt<~)=T$^Myi(@U%@8dOb}$sXit>*`vn>T75mU<{1~ z&`5MrZ)LvLYx(}wdv?nnoA0pyg39`XQ8=2@eUakWuVn1vjVY3ro1Bffqn1Rgq~4~6 zOISZsA+9!qkG-Q)8_6N+VCENjz|490@7b;R`D3YDQUaFt`sebC0m@%%_uRBC$`tXt zpAt|rerIbgr1z^>1ODOa*bv?d-!lDlkdijknAn^F!W4zyq;a|^nAk^L!7`QYI;uC?nJP*C*{}e z>vJ7@8>v2dx>(O{0bzuk+q$LrL7IQ1u3b(e*v>9)z*E#5CM^#;eHUn417w9M0;pL{ zMurSsD9f##_hb2#o;2&j6MH+75_A<67mtA-r0SHlUCG>OqOjZ(N(j0yh`Qof_qU)T zKRm$e0)kipsl#4Gb$`AsZ1GXDq{V96r0Uf6xP`MPNg9;3HhN6ZQbK{D9c^8LSht^j zX=5n8u=9-+-y$w8W^lO+T+UfsY^3NzV{X2L zzUYZidmZY!ax{Fu;X0X{-F($Erwy1ZvzmC#o8Vv8$&%q}<@zj6(6A@DIUN+vd%)$C z7Izv4)sv5eYI_V^3V#jQlSGBvP5lBPrQ>gzxCboLhL0~OT0ZzIU$1h?R#i*E4j=Ek z#W%xvV$e~_gMGQoM!qp^Cx|-iMYKX-y1R^Zi*c*lTpEr4&l*V z!;;3SfP-O7|Mwf#gKY+$+Q8^ZoMJE)F+mplaWlbHW;UCmrS+W$1U#muHY*D=QMXji&2_>gV(kbF43}$%fMHx@m>^OeM?q>%+V#=oXr#SJ zyo-L_*p+j;hm)8?`Lm`gGzJFLJUkbfN4zY6F=7_7A=ZowRC6h=v+>3~c)zU%D%@!z zsf=S441Z=N%1TbrQeuj!Lx41uuN7(NLL9l#g+N$N=D8O6Ba(@65ZmcqJ`uo^&EIc$&Vn(>-S^^IHQ#B}8 zv&m8vK57gX#4%qQ4*ftJlvI{CMB3wj)FgpU_~Avs!9}UH3Wv*dW-BLqEYSu0tWr!H zr(Xb7lJa7InB#$EPvCNz=$1T|-@s?}Te4fNrv#k17V|F|odP>L0>S3QGIBMFjpoP` zZJ40}QA3Ur2F@QOvyG!U035bN$b)%NJ_qxf{T9+wjcab{g>mHO0+dGdXYl!*s^W%s zC|qwHVay!!kpn!PVT=hAdO48!%nQv$Me zoJdX&v|Yc_1%@$RmuqnDzDayaIC#p+jBnHW2TirN0k~_oGXMAE!@vbgykCMOqrG_5 z9J%Xk2swhtCA|h?zgW!juVJzdfj{|^%lJO{UCZC9B?j>BpIN%(jp7ayCZ#&GHL6MX zC{^8 z>Nqb?SpUzWb(ygS{~h~q--rkhMXmbY4E|JQVrKsQ=~LtW>R|QaXB9{X6(DO^>tWIP z`8M_Cd!f2zmLj%8+<@v)e)f!Hc39hZ31Cf&{xsS9w&Rw10Pene#Y9F%rugK^$mDu{ zAt?8Ud0p`+*S@y{8Y|9kVRZ#goZlRElr-e9>J#J9g9m2K`Mva%J zT>Ec}iB-&`+wCrPGBGh7!=*hoa*mb@3XKCq5S4Iv)ailGb(y-u<@oCEoScH3^kxtf zpT-Upkj@@%P69v$ufm_M<0e1H#yVFUfcjlqT3lK>8Q@cb2u0L|L)pWtnvB_l%7C7! z(AO-r{d!X7@4M~Q=veHJmPfYtV(NMqzb+3O!vNWt*=aoj+Xmq9mWW79%uS_JAPT*|%jvz8=;JIpKYVZQr?U^l$?c@we6SzZ)MAZ#*F} znXEJ^y%Mk%f41xA((MxF@?>WiQ>;^I$3~kRG)XZ{n?uaYM7%8S+5jcQS&9=l@(Ags ztZ(Aqm^Xoe?k;}61FLH2KcKc3xfsZRB(nNXue|^>%@c>+xpk%HL;@v~UZ3R~MjM6c z{R;mD7L@WErOf?(h3`Q>UhIY$W?90Uf}7BzIH4;=byx`A?TEmNTQUx)i*o3DIs z?a%IV#4}!bQ^dk@$v)}|k9)kvOWnUFODte*+rB|#5n##Mqr@Z#0sHGpUuslrE{%Ug zq!H97+RKlQ_Ec!q4>?)p#^jw%0=(q}Zs-qr{w11`-sa*{Q4Cd}VeQD&85Ywe0lSZE zsVF|;r^PaFv`Z7 z>$vkR@qC*2_7A;gH|6*n+SbA36&@?pe+AH4F^Qb4(bBe)Vb5x7#zfwPyMLDz=jEuU#u|H$Bq;h#5T>yA{d?}A;YRSLEcQrs`+5JsezaaTOTVLkCO@Ckc z@QDaNy`a);RyyP*YfNKOnqOtqMU3dGAz(VM4C)Z)wma`=qvN&X+JTK>v+w#?AWJmL z+NvCpp`_}EeMJf)(tlelI8KNny4?T<0_Pf5PG=8xDeVF1$HlG+gSS8Z(g`Vg$o;_oc5!&uw!kk^3n z@KHVTR2EWmbiXU`LvMb^r$mSU_xs;hc4`_fH!^645qC`or5daxalD-JaFaBIG?+TK z0X_mRgYMV&uIdPAJ)6z~@sPu1Ek5rI_NS1jrMY|u0mag<0wL@3z-%7BIo>*6(4$A$ zXj7<8no<7i%lkj)>_smRYOM zSgvuN1|xBc%z`aqNh=21Pw91qTsMuAho6Myzjso)KNq#FXNX)=1VK8x?|9aqkeiduzTS~2lK0SjPaN;sm@%k_1$lL zNdEZg)>`)e=j)ladvNO&{AR-hYNoS3%<0LCdEV>I^a?sJbZE45b%$e`y_dY*HD(q} zS;^(M@QKYIo7)7R#cHn>zR|~5a%s8(CsR!)&LJ6(U=IIqL7i;JbVr9jPS04ngIUq~ zQz9=2x9i`l+Ls0o(p~=TyLwyx6^%6f!c|=NE9KoT2{25gA@FP)E)a_-i#-w0#-u0V z&`eu|N|c!dvoCb%>!te+YKYi>f45TynMh`%6Xi)tZX?2<+~#azM9Vi(sTf<|RXqY+ z)c!boEuBL2F4<+RVNer}-EdH~U zGy{yRjC+tjJpZZxB(3>i0}ke7arlgwy#5AphoxS^VRf9t_R0nGnY~?xXv;JGMtt0IawY1*~4;EAb^hSrv6v zY6Jbx4uAEJ8Kf0{DSA%w=UWL5PC1yBBa+9a|*CGCXgQ!VOtXyoc=?f#>zPKrY=f<+B6w9(5UDJH)KdQjO zy}vgJRoRUS7S-)Oo1dQt6#sQu*;G!%*Xqpq=Lew7UU*NqE>h@$nB1>rL>(aT&AWBN9 z(^X?XzlsomdZ;gpKo~w~q%CbgmZ|z(C~Z`mt>mGx&9Gcxq-1KxTd_d0C9?k(S^~PoBNH~a z8H_~^a|xqRr~XA}i_b9jX$zcAgW@#;P`C&Ge0ERzS}tG}2AJ-3hh?Pu?J9#pqZOd( zRrE-ugFeB(ML0pqotI8#8)7l?x(>lnIB_5k_?@n1M_iSTb6+13@jbMU6Eapq1>hjB zomLjft-3v+6a>I^UV! zi5O0)Wp|lqFug&ZB1ZbY^Z5OPbe&(WltP5#yEwi57E{-I9d;ml1rPJvK~_Bp3SfZ5 z8ddrE^Gx-0xwCa+!tNHj#+^@BSC^Vyyay$~%li?K>%SI{C=Wno_t4F)T>cCOE>Y(X zcWIzg_$YF6axzLvN+t@gAKOBM13f^#I=(q>GmJK+uRVCRtd|`e2M-1F|^|w z&^oFtx|#pC%G!}4=~}h=Gr8(uMBf`ofDouBNv`qap8nDShQs@V>E7bv(wc-LC&MBm z4>(;jcr<@rymV;^RROvmij4Il{lo$b^&jQdenAlS;ZU2~)u3M6y?%lxe>dv&FjG=s zeQ^9$GHGZfafmUnZny3UkBa899m%2C^eM@#dM)C6v*ybMNo0RR>g)0RP=KuW$JL4J z<6u7VnKkZdrs(IthDx!_U!RobC)n_1zg#VpS=_6Yb(}Fc;aV-ujK$kZ`4fiYi-bJ0 zdWXbs$)r9AVUaFzMz=jm6S{FDGFzAY0Vw#C@1z3lQ$`_O&OhP4^9_k9C(`1EQ`>sE zt;Nn*9&YY!w8zHS%i?~D7aAnv;}~3}LvMpV$cdTnvxUFo&O=?(ONtaqoP)dY*RQXV zZHUOUyBC^&)%^VELpDi%>$BqDMuDdg$45AAqndLnbibm44H{i6$aUsTj~)s5ozK^U zxQUQmC{CGLd((WybT|s&)2X2?E@(y{$Kh>35wgXgO{p&AljI>(zA({WWU-l6F;?jD zFz8|afkH2D-!7q)i1Jj*r~`R;c-+=U3MVRy3~N8fn5w-?PD!DDP$?vd6O@*oL9uVFk<)QJ2lNP^R>3ys-X;<~f8fJ*-^qlu z?&AaqMo>hd{Hq!>(WYBX*PE|p70*Ah54=mG_!!{h4=TnR%24@Qk}CsnBZ7tBf{QDmtz@)ko!>daDZ{pdu=28tfF2lj52KQ zmt#C^`!ElQ^A|>;@v>G8{#?4Zb%FOd^>-d^&t-Amt!&pZduJX>7nyDNT)O6t$1>)v z#6r2`xK>HzRwY7Ped`@aw)tSrTU86R0mpL`X5;oCqc zTP|(q0OSE%fl+-@esMz*XiE~TS-H_zAR@Dz;#xHq%&t>u&lb)sFb@bCOP~y^x}0;e z<*h57D8R9gII`x_Te5ZYcAuxYaC?lyZ>s+i(3Nfu>5vM6t;|Eub1OK}{~lEr)wUOV zwsKAGZX~33K|Sx#mwm#A8^@*_p$Pfky!x97mPn5#z2zc!N%HJRq{-F4Is?=BKg|?Ibw7%a0$f@Sv zVT`M2lzeMzE1*b{XJ>H=tMx}SKUCrcQ`|>%iE4d{OBYWaVC9IJu~UNNK9_?;I_}UI z65RC2MWKuzTabw~iL_4>=o&36PLe;f3qW`y(y<%g$x5%62I`WI>G(4w^P-_oS}}#^ zf03Oa(?5G$faI-k&lMiSe#o=-{xa-7@A-ZYpK!GLbt+$LbSrf#SwVnePOMI*Zq`%~ zyJZ1j!Bh3;%dM`)nFw3NKOz$lA8T|HY*y=v~FK451zKe+xet~`| z;``X^DeIeXe^`md8x>IbLavLhAo{B%RjV_BItmo=c{FwRd6sU0=)&W2NyPS)J8r{( z$gO;hDRz1?DH^pV>3G$NPk!U93H^RjI#;5f77=IESszLjDLsGEGD&xbhd*rNv%Q=l zfoC+$ZS$opDl~K`9rTy5J_R1Mp1K7&Imd_N81HF&@j6YUwpW}@zV*XFc9$PdT=Y|I zEc~uVf9c8+odf`jA<_b~$3L}qRACE@Z>YW_@=hq4Kc}jc=oQFFZYV$TWb+?l^feyX zWcUpD_m}>fr*{uha`)9%4fD4tEF*V02MAE3bpFgsdA0wD^AgHEFOx~}Yi2CIvijg5 zDZ~Hx33v@p9#E1=trC_Or~)4seV3}WbYKgfD~8##Pcwt){k){Q4iq=;V0CCquhLE| zuTz{CKKarap~C6;yyCY)<+YisI6;Yn`mp6EGD`iKX?V+%iJGE*cgQb&M|N_z@~S%< z@Yw)>+D#J^XIx}Z7|F+N`_wf^ZjEmT_E7T@Ja25BAc+Yw?D+! zC&@3g2p+R~5DmkhRD z>3l!K2pt3ZtV;IZ0xu|!hiJ$exq2j^-`0RQ0o5c9`^@0BBAL>#4M9HeY5Nwegx(gy zX*RykKE~#^1}BLH>d|@0qc1lq&ne>@12T^PcuBQ+6o@~pDg_H1GHq)$J>w3r{mdAV z$p__Oxqv=o1u}lY zxJY-y_W0`q;Iz5)x%j`R27rpi1XMK_sR9ds=#Abd7-_nxrrSZT8Y|s$H4*4T+z7Ew zq_n>fs5%xW@E~dYY*IjO+W3d&1}_)aee&#S-Q|8=F-UxWjRvoraZ~>od14C@`;J^dMbo2-$0Uh2dAN<8rLIZ(2l|_)!JUtW zt!D?dr~zzxeIm*sz??;0@zyMG%$FZNlt}bjh{H(zV|($4tbZC{`-eG=Y_1q{0wyV} zmY&4qt8#|F-;cMTlCMbPN2$a1e4z~nbXJUtt6Pf49qs+9cP9(Wu7unp#?^>7Dl^P| z2!fxbW5W1YD6Z0U^05vF?Q{D8#Ic?%Lj4yyEkwpA zp&J7afNSLRChtfPDx;s?`91gB&P#+kXywz2kFOD$dzL|4If%R{;vF>vCWh;dZoI5^mYoU{{-wrzI=U>L_ol!>n{{DVZ@bs zjU~8$eBSO@JaDGp9xJc?x`Oh!u@Ufn-0txsoqKPX-jo!(rGqXuNhrV1VI?2N&oA_f z<{B1D$a&*>`&C{@#-`_lrmVxZP`;YumATMuiqw?PDGNR`j7=c%LDnqOMKLNG$mXkab@CYhwnNtNw@rq| z(^(i3`WT-~XiU)|PuPy|nO`=PlBRvhc@B7k-zt*ygJg4wNzqk(_gxF114Yn?j=d}i zx}e@FVvNwA5jWDqGgy4Jkf~kN#n;RhZ}5z37Lu2&O;iBxY0RXI?SA&X64Kc-hrJV@ z?opi*C$P}$wfEfxZ*jl3VNo-8i~kG4qlCXRBWDq=q%{2Y4VQ-+ko`MeK2!ME5mZj4 z(mq#mOqwyMbp-5dQK5tDZG3&l82<)$XX<1)RR)h+c=d|I7xLS{wgcAhl)|&Fe$4^& zc=-@cD;tK@@;*|A!A#(tGv)y^b-(I@lFE}AqeokMjc2GEbJTvUqz=?NQ@v6Ln`X=K zj00rM_Dy$D{NRpX!`xn*U>qPZl|W#cC?$=ELmd&qx59eK0sRW(lVRKTH5FBu6XuC) zTBY&PnNLr?#2aRd-M&0e$ZK^f-ple>6wsV<=;LaXP1)L&K)Hs1zy=$$sFCJ~4>D!P zY!~=0M6aHm0&2FbB0{A&iS(fdu={dkqE8f3RMkHzyU}-<%KKT51^Z2a!+#Dq45Fx~jZ-=lA*97D~_eqUIaa z!6@mJrNr*)xjl9rc^g?;Y$@s=P_rx@Q#z~C7S2~vjGEeHHF(Q#O#Q>?2MN&#adV$f zF7z(=I->(3Mg|k@$(8o%%LLGrGCTaU_5&uU(aeLl1qJa^pf zOl3q!l?&>d5{}i@uImyYgECfjt(FyY75APK8FGnmCVYVX?JCg4xd(3I@4ODDg5zVOh2HsvswCa^)y)fJh9 zD+X@`464aOL*y$j-t#{^R0paps_V+nZa3OD%ajoG?4R;)noX1<-QX2GCVn8hgFHa7 zDV-uD9?;Y_h5H6~ow1ZLik9~i57yA;(f0HEK&VeeImiKq%M64Liry`2R`S?}l=q|C zcgqi6Jn^`^N|-+PnO&{s?a^pme*xMOJX?s;lv2q*5>%Bqe?5tf$;OX8mjDt+MXB(* zcP{K4w-_537=SYgNr|8t`StBPcS3&uRurQceSjd5P`F86z7W$bX!>ATT!;UKO%r+zQ_O{)EedMzrvV>l2@csma zBp92nxp5nFjDR)$`1iI?>vp>`6LNv-LIIZp19EZDSQ6?I66uVk$DvsW?Gv(gVQx=c zG_M>?ePjJl-!wbE6UqySQ=yi0?*Oj zZ(Vh$!~{#iY{_3xc{YA{wmBt-^?=%rE~}%40%){Ir-nfA1plOK+#epy-Phtc5Nnt| z6@aE0Ye=_I?t~u$uKS}g!P$VC&^q0?l15^}XjO4pr|_N*K|W`O!l@4<8K@i143ujC z$Dx8gUH?Bmg=qT|a$&m-sox%r?>-!0M}R#2-Tjr_6Oa3qT+act0$O0rT9 zG5q9mApNG&b}MIt$xcPMx8t#^!6a4>@7I;COsy{Sb5+I9AEN4}+VP6M0(mn3TU>DG zBz3Yus)PYL4E1km0*)SJ#GZWl2EBZjW2V(30}>uRdfmq>#~ z5dpZIxKRDH>J$b~%9nlI!4>Rn)mQt-hN$`7`^`$P93F1B&~du;f!_Y!scP(Ub&9Yl z35%iI%a%)eByl7rnpU3lZ>VhlVC0Pj3>|fg5brQ$lgTR4sb5?ep!LI|{K{J?rmTMT z+#KKlk*MPU9Lu00?f?ti1B2d4Uy$n9i&XPLNX!w7pMU#67mPWR6VoxPuq%4XyEY=b5ay8TD}hf2yo(D zY$u>G49;=jkhz-K3~X$=4wGQkoAM*V)VzFrlyr2X*H~;Q9LH7yAJ+Z%Y$K-+3_L86eWW4Cxa+9NvI`8t#<#-KQyp~_Z5C~e2a7fU@!_OQ} z*f~8|2MtOlBL%wqo0BZrgPq{mM7|gdoFizd0|d9<;kXrEujOQKnY6^`z_w3j@A<=r z4@1MliNXmJ3kx=VQrq>oN3{Rb=g$v8%Udj$>Hu_J@)oh+wIyrO&|R4FI_Q*84Tt~U z=qyw_9DVTf&QJ5Qu@0gBV)5d%;u8s3k<_>t0p;*#Ka@1+h((N*2IzXIl*e3Tzs$4- zm+Ir`liVm367-FEsC^x%71R#0UlyHQ8UFm+v0Nqq$~4O7q5_bFchV!;?YwYi0L*1XuiE8I~qC#CA1K1a=awgLJ$q>w8#G zx%IDh3-ha6a3RIDZ)fy!8lc}mUKTd{ecsH>jCcx$(|?~H?YBn*`k7oS_Lh5-+cCY# zi4t%Qc>Mu0Xt^_=D7T?GUdxmOl3#OyR>_3*wnaYel^l_RX<-8HQ^v)bHczry03gq< zcSz{G0j(#)wx{px6@bEXo<{00_X;p0itX5G9mb-?wA(Xp1+h;0^AoG{?Tvic)a&x~ zoYA`tgh}j)z?KByQ>zF=SXi0X>eJp&LIS>F>16?2pe4aqy*eHU_Oxv8I3;oP{0TQl z968;jf$$J`(#NlHaRtX4`Gg4?)(C@+!zWQ!bPEyRh>e)438V8|V>2Z< z!t5+`zYe!;8;#9OAXOMyENI$v*LSD2my578Lx%xL-GgNd)84~L=RH%@Y$zkV z1#3*{sPc5#Y7sn&OZ(E7|HEi0O2O0V_37*Od*ja6hz&jyPmoy!zas49>VvEGF&rMR zJcjXzxjtNax9MguJtu=YAU@OKXLU2(0`0}+OwBFq%UXJS<=O3-#;5=#xfKZL6F;Zsd_;lT?-bmbjY!*FI?|Wp+$dR3yd92-XQ4%C1P0NFe8`fj=jU@;s;Ro1+ z!}4$&Z3jff+iPDh@sC%(2h<%PXQ^!^bBvM%{Be-~`YDICdM5{hv)&GCprZFiui~iJ ztn`ma{0hFt;8kPz|Tllqy9zAjDREpm=$3%;bkORGH zRx2pqpJPKyn#Hr8Rd|`1$%gy&BLhRK3waGmpIXhD)(<%5tts73<7}D>m_w;)?Y4zq zRFH2Ejbxi4wTwkdCLVn1av@yK$7x`%miOoz?hHf!1o9;zxtiIR&!%p>eO&+D5p^?+ zE?j;kL2w5ZeXhs?I_s`OmGF2nf_0D)J!3-@rWB)QK+(oi%rC!ECnOQjNf;r}<+pY% zYI2R%2pNA82p#!bNT;vKjY$bqDK_rXb?9%l^Gd9C<_f~ghVl_SZ?_iVQs=`BTlu^1 zDV3)G#Y6-ZxxOyWhsp?fa9S0cnum|RRaH4V(p0mCwahgxtW&5Z<@s;Q=|e2zM}R9V%k;x&9gZuE9|b)u)$M5{QXg~^Xz6MR2w*ipnH*yY zG|KE6a8j-LN4*cU2lx5dPT1-W2SKIvXPI2@ab=!!Lz5$=rF`Q7HcEzNHm*)Uh7dHq zkNusfe%w!1RkHU%r=-Mjt0w5lrT7|^lZAN1x!HL^7FVCiK~fjo%&B-rE7VZ4#@A3a zPeqQr64Aab?BDCw7l5@t{Q8g7#I)@pZ~fQICz+>rgo|xKJHfvCraB-=fBcM|?@dR` zScCsmK#HIFJe6IF{v$!|zdu#k!4a-jAU=)NdI~urlY#0$f8|OK=o$r$!!&!C-UZMm zI+vGUbc07(l&qta81UXX&_29MgF1_EH8XwF9^)3V>GgsjFKl;S`nLzv!&M1{FzUwY z&3@UO%95fhjJoss~Liy%}*qRfm~& z`NPdzAMTt`Fr6KZ611eZO1C)7LA5ylXrUTNF0k4F_#-0UJ-RAmi8tjEO2sl5ZupRwEe|KQI-Uma;s>vONSXVUxSaxx*^wF*~ELi_6pUdre7nkk?9ih;4!Dm1&E6-Js z8wD*f9c3zMWV2xJ{*^4+6Djn&p>#+5R@_c~J0mAUf28qL2dH->4|+9mnupYmk_p%J zUqmi*eYh>+-{a<(>dq%B-Zxvi)e8}(LYHYzLf$`hc%C5qmXeX{m@_@#bX5#LcLI>4 zw*K{7U@?jtq`U&U_V?WyaEFtRwy+^VEvIF_CzdDRVTFNZ-yPDZ2=nR+3+R^ z`3LB(%R&0IMWZJdaQSbq{5j``p2BXka;Q0a-_6cS#mE^%1C=`_gkqBWD& zay5%LL9-&L^S(w_W31umjMOB6=K;3H7%vmTlTWA55e1UDd4fStjqG}qPv29}=kyTJ zPvIA69DXsvup}A%x|@A@;QldCa49@~ODJ9;n`GWzJynOf=6(GV`lY487-%3sql5ME z*xTNPugf${oL%zBPwmWpF1L7oLvY8?nsbl?II9)A+(JtQ=Uw=u%)0^w8JT@ky~oJr zflpUM&V}?gl^nJlyG+HGN7>RmNX`*=Q(f`-?aJ7~nCLRXg!gGPru;>|W7y^y;e%ju zMfPNs%x~xS6OZ7~a6sT>DR<%B+yRh*6Q$g3BVW(F|)Bo&fQ%kyK z^6Hd!iQwx(*gh+V0S61CmD)KIun(!NB?A*a-7FT{&}Z}l$~wiSD0Pr8s+vXE?)WtO zP=3*!pP7oqqv2v;Gy<0}xjaSNcx<%5HsBMQ6u=(VYWB_8Rvu#{8(%uz?t z&6(u}lo|!xV4J+Osnou6vU!P6pW=z|j_+yi(JOo;0Ghb&c|mpHprJQ77zyj>@3)$5 zd@F<9C^PVy`%t&r#aB_&)NtLaeb78nsh z4e)}pwKaEGSQzNnmwlxro{C8;|IIy-b#I#M_xqA_dQZyFWoT;@`xuvvj8c@8e7^{& zoSiKWD?pHdPVen@JmS`EnJlfrB{yYZ`8%M*k+w#+ugh6_V_Y6?T%Qu3t-M+E+u4*w z6zW6Er5DWeYuwbRCX{2v){vCeoReubEUM-P{mx2aks1j%BUEaQyY9pz9xhk)F}-4P zTHnz3_SqS%(DMcoShe*wbUdgo@4S|qO|p$9;NvqhZ&kw4eUorhFO^W;i}iK4t(j?* z);y?MbgP`cA<$Pnr<#`25q$t-{eDMA)zQ z8{~fUkhC!{jua}39{wgZK6(k1*QSrJuOAjHbUs!m5w>Z(HPKprQ|f+=*63=?AJV|y z>g0Tf;(aX_0upl!;_y0{N6VKKYCGN8YPD107%P=lnPC-^|g9q=omR`NQ=(~oi_EYFK_o~8_+2w4% z5-w?d@T8nw;hER7|JB}`hg046eZNbJ216QTiqfDNq0A~05vfd>Qxq~rWQ;;@Db#C(rB>VDWMuC(=3q93}P z_V?!sezq;jl604+caqndiW&3R{JiCC8hg6cc8lKY!IyXoOq1Gh0k7V&x*|h(ZDnLz ziiXV)dy(slCh?LB_n?|?!mDedOhZSYYiUV15l z{9*H!Et&-jJw*mrG8fXv9ad{A*>84rAR&OAq+{BM^PIHPrIjrIhHtI?dU| z=M&SefxKOL&!wE#c>bvk@9q2bssbzg-OIw4feJj_)=q5VBw_*mbYAR&(aICTEkZX^k`yx96yLy9e~O+%_!;5( zhdPZAMrE6KRey+&xu~MT1Ob#V2gB<(ZxW+}pFfu&4Da|O+Patt$1$;Y2miykBVYER zs;Ap zc<`{9QqIL`LX|r;@?Kpevo1XMlljE*2UC}g-{(@zro@g57IFSdd+uOOZ_F%$Lf>138W^gYq7Y)5HH2Uxb0hF?Ak$gQX zp>-&D#EB}6C?4MDyySFym7hL$N{E^gG{2>feA<8aV=+0Oi+#NDHRrN@`hCmeMbA zGuh`5Ad9+nw5aWGxUyi^W(})3@8aT;WtfqfDX(-YY~Z4jlH~1cX^3WCL@2^O@9w^i zau>_4@|v#5DdQ{&pR|{JoWk=|s9B?XTq)S9+iGv4n|pXm{1glr8?!gePJQzlj`)_< z;vv6(YQGoHY)rjy zU$zhG&U(;H<9lx%7NWl7v7zLZwAaj7W<$oEri0AKuggsS`s4sHrM!~TAgUKPM}B+& zi|DOdYd-cCO&IGsv+o*C|Ni33DZv(5SFuxF`z*X|tvdI2LmtC}Sk~~%)1BHjbwYHU z;xF({RD4cLmie}$6{_kwUkLgHV!;1ldou1j_UYgSqs%tTw%w1~r2X?27#CVe>$JZO zudA@*Qn>y+!sV?UO%_Kvb-X0$#Xb-9TgfK<+vKlW^{jrR{gsfi+}U@#p&+T0NKr4H~-hYM=*Wg9cjbM`kX^y(+bC96*4ikMV8oX{YUUYtaB?c4K@hDwi$neG`}c$$u^Auw z>GwydxUf*b`tT)CCFwp_j>3dUqYrzYpqSx#pRMic`3)NRHXj02pR3Zo z4LbADa^+mvU+?A~1K-oGE=`cl`su`Nzo@AhK0TUR%m#xd^!SFv`NO87qC&3Z45+m4 z54_-u^~1v8RraSjF^u1|1#%ha?AYAk^yXs0EsN;AC+df4PZJ+qnf=;)tDkvSJ}dsZ zoRZQh7(@G|82NB!xw4|b8pyP5+l_mFzLhRvWin`G!?W1&r!`g2Zy*}G)%UjwyY?MB zR?EVF<56IE_^^~wd&aE__#=IDbA|VvJlQBb{;|n-=TWt#MG#jyNUJ#@ov?cvurNx@ zJ^P-h&RfPuXILL4;t6)i%*;%J1SL7=mr0aW1uMC-+m-Uks`_v|OKEATY)$BKKP~gT zFNaQ~kSS!-l)Q>uL|cr@qKu2Ijf*)3f+mq+sP7^w!|K`9KQKTfIap1Jb-g@SRIk`K zGKJkv^g~G#JtPP~2ccEB43^3k{vY(>;YBPod0Bgv zB<0I~n!&9u@-*liLwrWHEJV8NN}lCnKA~L&7pC_3b!r;Ao|VaBss7RDWtpdcY#$gJ zvgy2=GmY4QA0bbS^MWREsm#2(bZ2hd;MQ}V-znk9>9FZUVBf8r4zvR-#%{<7EdFR$ zo+iY}D!CrS#=XeoT4|IeWS6ca2NlZac#gG37u#3%*3(v$-er6~ORzdl5)c+tALUV9 zto-re>T;zNxmRie+Q-!Fd&7nS5*0f4yT07b=^E^ADR!lpw8o&uPwW9CW%23tyoFQi zunLGG=7;oSojDe%{G|LYb3#Mkkz>JFLVUVp(;wl+F`DB`uw?pyn!|idqXZkpYF8SL zdPb2qo^?isP);hwN=5?>#Nd`^GejJy;0BRws#DN6+ zG66MVa9m5+$zxz(0JpMQ0wp`UQ-tn$x0v02XxFQ% zw^cL1IdGyhv zM?LcoKD>V~oG`TOsz)=aK0?T6xG7%X-k-|{6AZG=ohpN3|36pq|co* zu~oW!`Ephzv(G@<8^gZ7zOOYkiOseNVj+vLy&ZX9wrqRK;Tp%dcKxX?6|Qi+;`> z&@=xVgq~h5Ic_x1qRLr#%)jDzPKElEa>bcnE21Pir0hV$?}#O{+6X zJQdKHUO#-0yRj|5{Jz1jC5J-i@15Fh%jZ73ep7<4qaV^T>HAv`6V9Z|{j*lg*907^P;7!rTvd-FUqG~(V z7KrG=3!abkd&5_-pWVMa9?6?#bn8~LM$I1q^Pj?qcz6hs)Ct)0O>CwRjeR<%TlfNY zlJJnD>O^cKiG10E=Ajdw4>~T%)%Us{W3Bo^ZX^nMv3L{XX|ZWFHMNuYVt@D5`7hD) zv*&rsIm>TU=*gG}<9}VY@#Kua(qt;-)=1+ALX&*8TReof(plc8irG&`@y>ow(1^43 zr){eayyV|t^Cq@qgrBgCpw35>^z(*d`p^?OC@C4EfXmFSww}lvx{>pb^&KafOmc%G z4#jX-3V5RLZ9{nd`w35s@NM%l<5=fV1f0PH*Y4x(@9uXyvzzUc8Fq{E>6ef~k84$6 zS4$ipZO`P{!hEcUyfQiTQI)&N(duVI#+6spmD!k$okb zEGO7anT;T$dh+z?>z6Oj)WDSwvoYGk%SJV)6_?D`!Q=h$iFsM=QKLqQbVtKoshWp) zd5!Uue8hEBP;IexB2Ndn@)=gp4c3M?wVf9^i07Wy!NGyhNqdP8TE^~mc0H|6-}8#R z8OX@*s3;)|ARM(tbSpt<+8MxbNOo*@70H?h7ei)~<>_Dc`<9oNckJBRylibr zzZW_W+=5InF_VNe==D+GAX-OIHm|F--I&PGmEAc`*xTzycqP_0?B&i%H*XM?{Ur4i zZ7}am{syH&TcDc886tEC5SG5TY$au;X=nG~7WBnZR^utt3cR1nQ5;xa9*QOY!MS&z zcy8ER!Bcz;TABmgR75g>wN?q~c;ekiNoP?a0{&I# zAig%&Fgz40p-PthV^i|#GS<(`>@1bdp#Psga0{0WSQ7#1?cn&03-B&bKT#IU##Q`gRu3=Iw0Gg#omk%c*$ zOZV^IhP5dU0$||KIrx1j)|sW-RJ_m8FW&TA>-FPr4*OXwPOO!#Nl}&=86}tYu%9xU zve?4ND3vgp*JTc~-$;^^b_^3wJ|x1o<>dH1V6)pDMWM9;J8#Mi+OUzESEg-py* z)LmmVSLqP4V!IP@C#W27t!?)C^4m2E*cO!M?qAO~d(t!2EX!&_==$9B7#n!VHmXP8KqXA>3({E z{?Hamc9{^Ba^xw$3!Dy*^jwy|=tYWPrzWA1%yRPPMlPqRQmZ1z#&2u~K(COqg|Jhg zBc?PVQf<1ny@79!Es6P9QrjnY$D$&ydS2T>NYgl{oYyO8AMh#+Q4ekX+jjE4X0m_s z(f?0^@9SY}Gc~+J;Do%!VGN2*Bs4Wd31MZCk%iA~vY1lT(i;5k)!9h5^D_NYQ1s@F z_7~*Z_9R1}`|!T{ry5#QNqzKdCjO3`_@z0|K;c+cruoS6t?m5X9lci>x_lq#R?aT{ zX4G5a;*kuN`%v()!q6+5vwC&Y>{>vlc(*6m5R9Vr_Eo|QpK*u&@1o=(qJ%2tGL~MM zOMorMvpZKi|1M7Ijdy?`)ARIb3aJO@RL|pGy86h%5GRWWh2C0O7{9QSgqRBcD#rQM!uenO{{dwJv69$$7mbTm`#h;;Iuj zWM5cqA0B`Hd=9ZG>&csPS>w{4bOv4dw$0h9^hPKo-ZV0@ZqYQ}z3>;JgSl?TEnATP z1w}v{Q*o7rbWYO7-vf=VK)6w6-Mvgh>aFvPc_1u=qj%~+R$+jX|*pM+$y(B``s z`WBZ!EXk=a3Yk-HTz)Xy>Zemk!!)>2tp9i$r}n6!v^&C8GoAm8`BXcLZhz-SA;qq0 z7XH24P4DQjmnH{WFF`TjMFec`>#c-2?8Su^rF76$bpAW{0SY^60u_Eo7Pnfvee`0e zPO&cBBr03TtO_tD(SRj6(Y|T z1LA_5z;l+EDnnz*3gy$}au{yh>TdMmC!YwcS>p2qxiZ_GV~H@w8+!cI=GT2W?6_u0oyRn14| z(zZ-}x*>Wg;9{Ng{znIH7NnL z05k!b57w@{^M7&ixxmvb#}?~q_IS%LuBkn6OPkn6qnGw=Qg3ZZf1I{3ckDb(G5?E} zt6DZIW1WObGJ#jv>Zg65UzA{R;dLAfQBk6Hh^sZ6c zbIk2}SC$sFcr&HH6St4iHw`FCMl0o86KeJ9I2=}pIe|6pw< zamIjA{f$;mCL+Tk$Eij@A%@WN_VU*C{@nV6Z?ctW_5@=KrCCB zAFc<{dr;*qmQTznP1K>UdWW@r=6yAwAphlEq9D?q z9jM^dgrE>{UOMz}CpVuY41I0k0amIFiQb$2MSt5uJkTFHFaxzW=pkP_qO#1YyUO4F zyfk*W>uR3}TzI}Cf=}VRkfSiKF-CYVpV{nYUATk9s7y5_{D*o!cU?&3Xz75J%4HQ2 zO}S^q@3dwYQprQS>a}ZXX;2fJTDPQu;e+N}AJkFM%CdQ^=?S673cD1V{PJ{{_U}FR zuslr$8d>>`YimUUf!a}wH`CpHSDPNs=$+;UR=4`CfG=WIMw`i+kc0wW+Ow!7^fE4gE{ z4Ly&0mV$fF?rl4keUSA!^%D!{-_&8%+k;K;t&-ihGJTLJ<2z)%GhM<}O!JE-Kv2P& zQD0+%B*u<*Ucl}O&vk#uK%ja|<4JC;on(dwSf&ZfdSSbJ znx=HjIdAz6`H8Ac~da8Y%1mMq4&ih$xN?b?P%+%P`d^8ynzdQvhz(~lV zXbr5M$S+Ca99_IYXd0JynHS2kAf%S<7Z$Y8KMSy@}Pj8W2W4ouI z*}rL`{Ep4C=*#q>dji9Ogcn>fwKScL;R-Xs=47I+^J3r)iV z0GD%B%xj5NwK=Wi>PCSNJXaf{t9wE{Hf8MonRD!gKKGOTAwTx%)~Iu)_I~M`f2I>u z_j!Da=0_VQLS1_)FA}$j%Q`>0Z281&fk{B8OwKDCZDZ73h<_1E@sgMCUwh+Tfk*~K z6|GLZv>9#vuw}i<;?Co?Vb;SJ!e;71EjFfmO;uN^|B3h(vZ!9%;Oi&Q_B`jwrN>!X zO~S_|{c1dTr4ok1_Fd&F>3b=;o}0Tataa*&wn{DHge8L^#<4>`ODDK(EH9|ZGXqo> zm$pCXbCBEV?)N$n%n_sb zNWlGudV29GE8L!z2~CCDmk*`-JB8rpv}kB`yqH^aUMEP!t5+0-T3Rd`w3!_XViUO@ zyhTgy0g`{cp3x;df-SsL(XeLtSgPUx>!hFtGCXk#s_`82y`Y8-3k)H<$)U8?&o#eX<4es;h@ zF9=UDR)Sh=K9=Ga8f7a%fmBI!c)za8@-0rsF@B)V>rklz zA%lp?Q02AxdLWFH=Cbx6-)_7bFiRG}+gme@>TdjauY$1tujvMK0aPbGE$X7k;ZbJQ zze!~t5sUZwrx%qENKKFfQQK+L`4|cNIAI6-p?dMXA*I9*YsNEY^Y0CxyM8@FigW_h`?HGyMeE~u-AqK@T<^<~3d=SR+D(z_uOrIK2k+g=mK zD|H+B2Q!102dWe%ohV8C&v4D=oByWG+g^SEqcXhuP7gBG5Z^MG7mS}GikCDx`t~vg%o^Wk_Vwo3XJmO_-+h$eq`5#wr-nuniLe0o` zr*VH&{dU96B;pby2x2`uQ2HGI8rX3ya$`rOQ6|65prU#H@Iivp0fbRsWx&w)3tV^0 zufR|4{iE1Of>GbFN&Fmgq`H8j;>bH(ILv^-v-|&NCH-&ChXO8RDnwoPm2pE1IzX_3 zd<8-@T*x%^|0*k!wzIR#G6j*953Pf9($XLt^@B+I3TV?;dLVvz%XydrzHzH2bamXq zl~4w(Vmt^TYA2LyNje40Zp8M5x=R$XePJO#3lIPLWtZNVRCnJr@uJ!%cKPh$9YlZj z2J8Uh(B1gW2jS_HVe>_W`%U^5m0hS|IRFYpaCznAp`p^+Y8t` zKGLKCN?%6H<%EF{n+RMiK1FVqIn=y^QtyBUiF^At9q&ORz)cSxEozCCu_^IF(%UO#!xrhV!W%@~S=)Z!9fNAHx z!Zqfn<7PNuDU4biHOYBp;T9Om#2f}~m*s(6?Gvb}CN{4#GByq-7(kdvfv#twokaH` zgKmByG{l6X>qT7-;FY-P6Wd!zoK>UqS5#Eab{9Es+PwM3#LqmkGpdq%aD-y7pyq=j z3hl{DN=p8e7tkI=phbw-3kVdLfwcOH9ds8XxoEX;RWLPWv7z=m+B1B#8&T z7f`Af!NFxX>gu2jB>Eay$%Oa}HE4FQyd4=p)k1O(rj|a@MMnvjJbU*PI{`i;_IxOG z9zA}{k2(XV^W67}2lD@X=)p(fv}ydeIrkEqCl&_J<$rA~A9fSb^8Y_=4U6)>n=nTl zH6VR`D|RL5{&LtOUi+N5fzm*;Kl)+79tdR%mX5U19pVyemO3TmG)Y4Ogn7(kH#8E@l_9;{kR+Nq2ip0Bpn7+ zeMdedxA4^*V^+xOJ2lqjRyMc?;Jj}yznNfC#CyBd`<=zqd&)V_rAe^3L1BL)z-O!D zM&~Pkmjaycv@0OtHPnBG{0eTtj`Bp;~nvh=?MGM;=B5ytALl5%lv*T6b4V>rTvt70M zA%&nBv35|5Jo-aL9@WOBpNH=%4b2{vgimS8ULtB{@GzisTh8R}i$Yd{a{1T8Utc-i zxc`fFjRC0#lCr%1GKIFQ`SBI4zm9&`6{|NbqFd(EIXXB!$;Fc>oLFH<3x%0in3Ehl z9B{?0nEv94-#_%SPqK50Rd2O-3)Jc&3Edvvg35K0qz9jL&5PIUJn2}^K{-Ys?mqWg zZr#0GXS@yiWE^~}mDlK9i`I&qg-`=Uit(A4;ggo4>nRs}i-iUb7PGp}i_mMLm_{e#) zwFL9$7nAfGSsLNl)@+EpeWBoX6+s;W*|^+h<=3@3vM7U;b?FHS;Yy;L^*(2SWKKn>mRxu~22e?>UYYQ8+>;$@JN~9_m`aT$e@S(8 z8Hh=p=q*!_5`RBmMW~`egpz%s2Y9Zzmc}Dwpcf9-X^5F(74ktK}jb zIs&F166Q$M$TmsLM-B7+rny#-00U^aJ+&7$R1jDfVuyqZ2@mONY$R-H87`9#W;3-k zdsFimGH8Gm$zAC$us}vjF_lI64Wze}vEv)Rzq0je2ofdYeV>Q}?ypEc;!Zo*t8cQnq z$=yO?497ZQ;S10sPd`g7028OBFd5aT&~fdGx=i!Il+=mejKi)ygH)$ynhmue-3{NJHZUPH!WUXr$su$ZJyc zfTO`uxvUX_aMEW3%xt5(igfQ{`Jl;d9>7kDY(~Wg5PG#OB+1kB1y4E$e^zwybl3g; zGkOMNsw(8mza1?kJiVS)Z^jQ z-0>tnvUxzKtL{qMLe#IpdnHNqE+{nH7p}M(tGe1L|Eb?OtiDuZiMBt-oa6&~UKs4b zIU#!Qt1Au8liGk@kxv$gpZLj{IlLP8JlNiNPHYfHl8QA8j`KUu<7;#MGh<&D8~s~! zdZsFDt@YEC$Cj_hs^_@+3hdzUg$h30W`Kh-S=5l|tWj*?>^EsM`o1OUMeb*cCaZ|^ z{zMzKR(mt2+u~B)OPQ2>Ac_pLT+37+(>xA}c|PH~`p5mkvSi8FS z4sfkDRfY|dPDRC9Wr;_1Z&i4*dWqW+UNq$~r8oh;$UCD~Ga1|<=oI)jGxiMveeyU` z&i_+9IYtOHN4T8+2_|VH#2rqeyAw~bf)K#C409Ganhgsq%l zWk^kAYv!o@i-JIt%~9pXOzlmNa{mLawZBYZC{g(7Es%o$DszLFMeT8E}ZYQ(ZJ4I=MYJ>B(Q1BfIsM9GZ0C(26ZPR(~<`zvcMfNV8{Z2NwZV=23#YWQzp=;4cwzn127Y zJP<8S7OMd+@~|BSmT0< za~%N~+NbglVcQ}CKJ15y>iSkjwORef+Y zyy$@_YTKCwZH2d(Z(RY!t&LL=K1uP@zeR8kVLjb*_^?IH$L?>Weu8LT^HxXbn;t9G3*QfC2Nyp%fCUrpDRCYi-i;U5tCXscd2NYqz~KJR zte7Yggh-MgN-;z(OPPB$pM@LCj(;2ts?P>CTW`|O6o;vrZe)npI(Hg&QoDZYhdu?m zwSP{$A!K0$ORMPDjL`I}Y3;6AlN71p2LKbK+NOP=7rH+Ywl(w&LYd-;lK=R&)-MzaDe_B2tmo>c)YjF-C$}gRE{;>Qh=F_3 zCR5j(tlNUggIBxxl_Ixe{U}<}1(pVq*;+3&*gprhoo`C2xY^{((+~n<7+e5fw(fYg8vr?5{7L1i;Y!q0~!Ndec*hB2!hnUNCECmT>(&rm@<9j)|D_qEy~$ zaECLWo4Rb#l~Kc3_G#_pfbqb#H!YPHyG%mgxDg%Tlg@wdL3Strck@^`=gyty<>WS! zPIukg4h_ozXwL|#0_5cz+`jniq8=3FgQfi-6rTT1Yl%5ADaGUmfVV!m9wPn5JAxVQ zuGC{Z`>R&zFbN~?kB5&&bY=uhb|9RTF6dMA;^MO;{cuI@oqg{R{1xo#*geBL{_r@B znrRX1!UEq+^{iz_6ud3l2RF_Jw2X1IhEqltUC9)O;@KLpYiuDz)R8czifVsvu@VCC zLZ@FfIGNA6pF<~#*cmM^r%_T(6W?mqw_Gy@jddDCZ7&(xRmbm_H&<^VDA?d9VUrEQ z`h8MRuD8-8@v6XehcyBSsd4fXtV9EUKBz=DGMuEXebgacC#CN~F)Z(!zdU$imi9x! zs}z&uhKIdh?sqS0^xG3Ne`!jj*BE=Cv%ZN*ziuK-bA((QQgY?<=Qj{(2^5YgErkWn zD|SRxaIhg(`QKGR3)dBP6z@%Tjf_%X8#_X5nc#$-n0PQ9s4V<&S@xFNU797VW-{3d z-9t0pHUa~0_O<&n4wN@E9wN3 z;>;C|ZBKfifI^H|%=?~9LFy)KeG1JK;F8j7Qc&hLUW^Tzyrv6kyV1u<4# zI0BY~f$f5c+E9|w+OK&6308dGwJ3k)s7-%(>!lpmdx=&Z^ll&D3mW+fiS1zbEPcJ( z2ZW&4K`MI&ut5AtU8du zjy@KqssOEu#`4mIeMo&eB)b=$MaSFJShwd|ym7tmhB)T1RoGU59M0Wdhd}M4|D8)- zFBtB5kDpPLqr;-a()@Jw!Ren{{$papOE7vxD{YO+is-=@JJmXuH(13ZbT&4H^4ucF zr3P1wv)Kn4rL}$Mz%Dmx$<-uZ{{+k_G3&%XefKa+XCT1XL?f#|?WT=x-ZKrveb9V` zyS~s&-uDqT0*>9Ftc>`cGEOt-rYY(q>tt>s*z^F4svw*OUi<>H_~+`R5Zc|ldc84k zlz>O}p6!JL>4l_GzH516s&X`5<_9BQ#^iS7tHS)>s-Y9tJ0Na71}Z)9USKK3EO!nH zERN(M9RYC9Gn?~bWt%@{@;t+_B)>^{FA{ldvFN%JUh&blsD{d|0UY=m^xD=*9c48Y z=C4db%1T||AQ5;0paP_IaGIsx911eYtZ!Jp%P@3bG8TSzd(h4{(QlTR*tvly{FwvU zrUJ4ucFHPf2Ar}6j;2i5+IoZ$xfEhHY4ks#*OkWj5JG1W$IGKCcA|~5)?s&jACR!t z7dsBii0)HOBu245!fP2&IOdfJta60qpSQsySMYo1#hCdCV|LfVaRSi{av2;e2N$B{ zaBB3t)K^jv^ZU1wz)x-f+=M2{luyiK=uiAJkt2=J-ocZEs)eA7Ew zSzJ_TSMCuJ4~O&s9dM*6STcJ^idIDG{wdfo@f|VS^9-IHE8~wM1W79TZ9(V_mI{@C zlrG>W33m#z*z<@~<+GeLJfKl{(rNnlI!> zKP2<>kyw7**t!_|K&niPPW|pbf46CC{lOIQmpjhql!3ibU^}rlAaPD@W|gr)ptorg z`r~byX~9WB$M96W10#s+OfFuAH{N$d{9-S0l_ei&(pXslV$)JH@9n(XeKKVz*JA;L zPGYr;x;{rl389XYn?KZyBnzn+f!@5reZ_mz6O}2VYz^+Mrtq6O*227*OUM*GTc=QP z04;TVLucONsN)*77!G&B{(Ixx4S?eShgy%vKDin!VeV$!A8P4Nx-ae<{)x^5wL)vc zEn?+y8W1%Dm1tS3#g_%cfj>NO7C-){d<#I5(VpW+{CqnF+JGyK3gVzEn@VK}!lVKT zp6)ULNVxgMnF>^k{~2>B{`RpEw+MH5R3pdJqfgT{@2)OpP=a=Z%D^m(-3W0sTY)z& zq)`!9vKip{`D^%pwsy8%bBuN7+r?D zN@xPmjb!oII(m3Pwf;@%0dcbE2-?FP}Ll#kOdp$1Q=Wx1msOz`PpBe^{O;(s|%vhsh~j_Tl_9cmbg3s(9(e6R79G%dU) zYTdl4x|Yb7S8|3W+#wpbf`xP2u3Z-ptU-K8G_1&Lo*3fi!AN#>T;$qryH-iH z>R`zsWo>!Lf#-Vwd7?suR-GVn*r%rM?FPGB>POd(Xa%-4P?|K)zXd3JIDYnzu zeth2|6B;6CEiL&V#t{`2y*Bh`c=%zRku(?%zOwsb90pmn^Y6*4+Kl`-{1fhujZmzt zF3+ah3@N3KP0G?SG8&?dL=&TFR29Ab8KkXZAfz4EGQ__CVX zyX%WaoNwR01;R`k5`k^ox2x#tPAsgEr4Cl#zI}Tm+!!d`mt&;hBQ$fwm-~ZpXQZwT zy_jIVZ=aCb9U*=2`Z-r)t?8O>90=aDOs1G?Y2LbA0BT zG^6~rYtM;G|Dai5ms}ewrH2at0NPeWQ?44OrRVcU)l=loopVQh>W-P&b9~k4G(Wo( zdFrrGbaeE#ZQHn^FUir-@3_;Rf4D#ygVb4QDtD$G_M;~0pG|_T3md54IFxtEfT-pPkZ*KkBp9PaEp>~RFnA__WfRk>$-)Y($cen zf`SO?4pqV*0|UopEv?bAdhyhpoLwY7C8}Aj>0t0C*rzY(IKXj?*7-Yo+!9!R>?o+fTXy;R43G>i)ssK`eR76Jx*5%F1fv#*IY37)EOS%ytrA zYadu>ok&V!AK!0iOJ7rT;b;8XW9_o#4lhA4~Zm@&m1UuIJ$v zLaTi1jvf7@b_WlH)jY--W!7D^n*CwM$QJKuf#`dkN%MT4} z+6SLF@qf_yzCd5_vUSwpWVm4LcW@0X;TlWu@3N}gEqs51}Pg;_2G)jOdr z(k5;mv;)rz+_300pa#%=FnnOZKci)qwI7l~s!0PESvN@eS>OD2;o^R!7X8Z>^@8Xj?-013n2pMmhrV@g@5 zNi^%FeMMyEr=d7RM)XH(n_^2=1es zKPw+VPN$%w6OHAI^U!xBaHmrIRmFqBpnBjqxDJ1`3|`>ifT5CXO?`bRq*O-&9*S7@ zxM3Yu!MYm4mORkZ-OcOg=hxWQc8Jsu)MIExh3o)(5};-f9lmZI9e~~?C_DR9J2Vq< zxKtTddIpAS^k{ElvBEN{+B*5Y`%g4Z-VN9ijvhG@1nmkx3tdoX=s_N(s3}_ob6WkM zt&l&2L_B;*<&Lo_O-Ijm~a?AeE1O2+Q~Z> z7V6Eb5QqhZgd7kss(l7amjeJ!aTt!H+Vtbce)P=)aXN&H-A_T}`@qTKbV6#XGA8F8 zz+Ma^+fDS+G8|@&ni)-!2d?VqNK9n$h>2;*6h>B(*H#8#2H)jTx@UTNdIoReXx80o z_}Vu=KR?A`EhQyIt)9P2pmB3_)%(f{B6a!xv9gyUP!8VNv5_-|KmG4D8;*#d6CmN;VudPlRvK{ KlX6bq{r>>WUD!bY diff --git a/master/_images/sphx_glr_02-fused-softmax_thumb.png b/master/_images/sphx_glr_02-fused-softmax_thumb.png index ac8d6ba95ec870bdad1d08b6ee0165d397421686..c466a277278bc0883366d0ac3532b05ace001c2b 100644 GIT binary patch literal 23779 zcmd43WmJ`K^eu{lB1%b#G>W8jw{$7p9ZGk1NP~d%Pr4M92I-U#LAsHW?(RNo|IZoY zj{E6;yyt@s#%Aw#zwh&`XRSHsnu~Bnc`1yCL=TaWkT7JV#g&ne?tFxQgb(h+D~`HZ z9!N;K-(|!_RNd3IXWYD1j&IKPHBQV^cl5FtbGI5L66h$xkd+iwj}{t)8+RCWQRemW z8{hLd_-B2sLDFJ-*NrWHLQ9&!R5!JiHb;KW<-av?uOTx=ip)k{UVc_)_)sXbNEz>* z@YyjHWe~PYTz4kTw*tP0@UzB!84A${lvmHt#2-)w8Bhhl|9g>C*zhagSd?c$*saWQ zuY#~e&m?fdutgs5BGHhPV_(!#qGt*u{@#pGADePz?oB@UahE!oC~MWhXFQ<|bw{l>tASii4C z|DQ`%{MCU%G%d0d+4gkOjtr|t*KD?bk=Mm*c{jrGVllBf)7z=GfxG&$eV1mAK4#O| z)9+XNtEsAiJT#R1`V&@ZB*T+r!slg=&aZV(8Rq1c6(o3%8`G|M)3+OrWLhZVgygR76V#E?Rn&dEi$~D z55zZJy-q8q8o5)q+xxq>F+10r`AKGROJ{bjJq}K~JLQFbULWV3jmNKbP5o=%O=MqA zYfxA&I=EIB(mz)z5;`Wd!&~j5>5uo* z-`Xy5$lP|@%P>@EQfoqu`sHPi%j?j5P!@m6JG^Vg|EudVJ&onalZB`;Q)l@!pN%Yi zr`<^*y5yiHaf*Y8mN7VyVSZSlagIFkVUOv5{7>rKN-}OEC#SaacR{6crWyPr!rC!^5Ltul3QIGam;LMoHrdQFeBACFu?R=Yybk z6&|;f-Q5k<@9#=0gf~_~r1PduVcDVbuZqE@=x*ljm%+3%y`qz*{srUR%SUMYzcf4! z0&!`6l(S9LJm#`F@SXL%{?<8UEwB`W2f@1 zVK@5#1-`sX`1azmwkln2St3+^)n{8)el;BBbX>C!Phq*gJ5R?WR_VM6JtQ)6(@`ZK z_jd$71EGLB3!Dg(rQfkj%gg)A$p%C9Zgx9$n@nV$Ym{8p6D>P4^%gUAoH4>TJpF>F zB!7|^P0se_^GOv7iiYi~!;ZE3#ZLDg$^qyvqxa77iXpwPc~Q;RZVAuvJKwd#wBsMfhLgWm-lsEe?VX+RA3wIh zc_w6g`vA`Jmp7@7d;dh(*w|{|EqBb}=20<8_DI`IEA}sUn-^W{CmX%EWn^S3k8GJR zn4WA+A~QE2O;vl{I?xxma1fPh%IiKwz2~tRf{RNjME2|%1>4YNP1n*JY`;b|{cK|N z*}P{#HO`~!DCLGf?@Gpyy;5=>Nn zx1GG4ocBjZ&Kxw!X2CI?$h^FJi!m&|0^(9_6J^*0D{t@u0%i+*qgKRys%4iM>DoKx zl=Q}^!#Bh9lLz_J@0jU5|_P{PVTk7|l9oIzg|KJe#SiALfJa z=~TY37`39<)-Dq$D=SOCeoe*6ndq?iYcN*|%kyZ>;n$)bW>;=GYTW2X**yJ#9F`@jidy zyn!MkGf+Ao?i$Hu)3Av4;g`0Dm8hUrfdcnK)u*a38-3I3_9-8@b6dL72%D?+g zs6TYyx6U2(s+go;_;bn5HI^#f;w3CNQ{Oy;S<-l4F1b~TT%_8TMwS`&2vINnLa9FT z{a$|mT&h7$DzS@_5ySVEl*@YW?j&XR96;$!y*w-J$q2R%Hma3U9IX->xN_~Eo~!36NLSwI9lG^$HS4Q!Gx#jYDni@ zV%);EtB(Foy1e*`2OfMp4@Fr_R<=P+{Skq?9C0A3S3WHr-Tp~=+;K?|b~2F+#pu?s z!u$m5t|n&VZ0f5J^!?%jCH4DgXtS)uY)aYK3(C*Y@`xHwGu)7}v@ue-y~gGHdXAXJ z^3=TwO7Gsal-(>5 z%AguuX?%73@~Qdk&<5nYG;a>7oE}iNFU!hOsF@E@?GBa6CH>BN1+OUJNaIhI-_!Ra zo%J5(|6GSHs=JdH_xWLs?%uAS*Z6$R<<8$|$p@5{AqlU(x5T}eEw0P-xlgTPBlSE8 zn^R1d!Y{t}J}$NU6aS5|qN?1-qG2g25cmb^MbFsTaVxdo7#dReTpVQ=7Jg7GP>)SW z5Qk)ThxX;mrDOwNN9AjTwV*Kekrp9HO?hD~GHM>ohnl<*6&9^u8%;5qz zXNy-?hy67(wsWj-`KM2xzJ2@lV`^&T_lIVTKeUa;nb!V})|1r^YQ7645Dnuik*C4l zqxQe|h=9d;O%W3(40Dr{T%$T}Cczwpf&vj0kNs?*t?k?Z!~d#^k^c(sd? z!onUzL`L4BrKcAy88=}e^zO%c^k@-E>ivJ$r*ob2_NrReQ&k@02M;ilW;Fn4Dx@<7 z&_=YT@j9(dRWn2Bl27MzSR0^hy4>Lxy4+%iOezwJNeUM<-kGj_ohg(K#W;5~gO|BZ zx0pU^_jHa@U^?|x&kDWZ4{Xs94;Q`wSQGxgkUp;(=7 z*;swA+?7>SAg^LTaqx?3H?3~V^b_@NaC4xwxP{%Y*l@;AQZHDpnzH48rvqVPKKgx> zZiikF&KF3nI67#- z_`y9>>@hYLQ@=}om!!W6#?B#<6d3;bA~6L{cMq&tDwizy;44J&--7k3H6;iBwH&V;(Jwh1>FD7 zn_cQ2Hx|<~ha#gkZ2Gphr%mY37aESns$KoqrCHfY`4c3BYhSB}Hx;q(E@1vP5Ap`v zGqiTB&S(*(#~gOPIhVGvMPaGUO`lxWH>DrSF9cv>*_##cYb91iut`0Yuf|RPvLX5N z5v90IJjz07u2kdVEA1+QGMk&GbL-x}-85ptlyp?#343_0z4PrT?f(vHXdMy^$Nrd$ z!MPXv`|9dr%Et9%UFB)Mjsv^bs&%o2J%-*wz2TtF1FrkXh66+c-z)K^BCY7O;nB(9 z(Mzq8-B2!WdpCd2HZ)rI{q6ZkEmm5;g+d%S_`NZhKk%2oer|rdx^m=WxT(>26vtRy zrirGRDSv%l_q|RZVPjU!HM}{r&?%9(uk!5ta>v5ti{gP1E|fns%L_AFLKOXi|rbJ*VtY39PnqfT;c!Uy3P4X4d>hk_Vl#Bn$o?@_Vt z)cLENl)R>R7hSF$rVh~+lkke^eNIa>=`8+(#f6rYV#EFH4s>%4q}r%`3a{J}C{?1hFYf<4sVO-652_n0 zd_xc^e~Y1iNY_7gUF+Wy(ve>YP&Sa!xKJ{WJs{jw;chF{(vY)jRI*zSseMq9WL8dE9-uu^zs+C?< z*Bz~uPF<4TgDaQuk#0M5pQ&l3y&)UU*j+soA@)iB~U>PoA)sn@Tc3k^2 z#Bet#g3K(jJx(K|v+jdS-jjTduKn-vor^{$E0RfM+Oh$aSygS1MO7(bw`hUDJTw~q zV#wB-gB)r8c=SEC$pev)EGHrEcEW|!*lPNO2|3!bB*po{uW^fN`HmXAh%?B@E30my zZWH=E=&NYlE2e=mlUbcVNs0@l6_h5=NsajpM~KiyP%{o|DSu&ilP;^N-=!;mGGA54 z9G;=~E}D%^j?Lk3+E&+`%G5k;?nkPRj}j7>(@_hIo^3Hth`DNU!8NkftQ0=gExi^+ zr&O(>xA)Lh!<7p^m2DbO*L=}gATLq%ELtZk{ViI%gy5{3j# z&>8>6k+idf(tpB!LRRC&pJn2yry-4f9kn#=OY17utFM_4A+EXDC{V%+wre^Mne)Aj z0vUkad?1THW_f@zEaH6@(%B0yL3-6Z@jSx;LdAl<^iZ)6loPsK(>veST~n3f?$9^L zEz@TlHu>7fGQNH>LfGvRRkB!}+nnx@nRY-zea#nM>(}?9tk+;9gJv!0ubZ0zh>wT>@@Z?D+JLNS*s z`h`rUs%*>zGUQipBm6@#J;sII3iNvZp40inU*ddyBw%-p|EiSrzlUZLiE2jg65b*y zS~C=vyC!aw-=6s{1TL&64Mc5~Zw(XOklLc&o~@I6R~!XQKHRM^c4+19O77dKs4 zy6(>Qrf^!B&ov1m;p5{MYE|6NAMS!eDI+U;z>pM(N?Ar`-J>UC*(H+Ee4z!B&7BMX zLm}=7!VkUg+U8x)j{o{4>Ze8j%E}(mj~HHTZ<+M+AFaCXJjEr&e$!bKO-sAgH6?ca z@1m)b=7uj;O-h~h(scK|E?GxgkFY7*;_1^P*$tP!`_p9HTA#I+l2(-$XtTwvQD5Gd zd(-rSviexLDT5Wv2H=F^*CvV>VZH6?PT84u2+L zS#B1gIdl{ZqvZkV;;@@d`|m%(oSd9e?ILjr2?T^d`rlxO=Gn9NN6vPm(w3I=`-yV* z?gj(|OuJ6mO#7V9=sNXs*62R*Yh`?iQjc$aCv-w}kG)Oj!>b}?lc7&cw3PSOkQEC? z)XM3N!W)C2r1d^eHF41_C{$G;-D2X03_ul3m94UAPCAqF=2I#XkE(qbDuF=D#{^1& ziT$4{LYoSKU6qJ6LyjN|p|`?*p+ zI;MlS5TTx5P`XpIh$(b^q*7%)DQaOs2bA*#3(H5KoTWBXTn`^Ts)Yk9^ZNB$P;LPJ zmHOTKf?iR~PS(GERMH3xF4baO!&~yTH`NSIoso-HIE$3-z+t5&BP8XA)_#5zdh#Ba z4%W0Fl8V4V{!^%gWzvv-7 z8%5kaV+gy;qN>pB2`gV^bWEuCYY0m5dym_ps$`Tbr^ZYzk5)OxpAHh_@l^?xK^hditXLw{%xf;OJDe1^NC>oOVo62 zsrN7L#P^B&O5Dr|nYzd@$hH}mV&mc=zk02RUUK4@xE`2qpctO*^4cmTh+Cv&Fw-UT zPSpK>M?6~I_6~_1j6pRlP|83}dbL2G67oZ&WOV+d28}bl$$ezfd{q1Wk%$`Gv9!7c z0o1f-y|E~3cY(g}D%$(sr^N6^dlei}KQ-G6xJ%LDX31)VsGnEn#Vbd1Ho$Fr$2%nj zRHl^e!GOHT$exh&F$9$c{)o25q9v^S6-o4>Xw)2y14Ug1ZOMFH2~stz2+Gsnpr$zmaG1)Hh)|2Nl1 zaaAWOs;u496VVv@%7LwDLMVOGR>Kgs<_TaX~|vph4s%fGWbL?N7oC*z15)PLk2 z($y^g<I?P9%Fi zixcw@AHV|NRG9u-hMX4dSBs^;MsKwFqM{wfqfI7f{)9aUGu%u2>3wiXGkQ}es=H1V zkS2AZR4Qqmm;ISnM3P-H{m!t5>6~CZMc}OsMIysF?=&Xj(!5lYZav@ECe=vUBG@5R zo9-W_46qhIpPM@ojB)l1@?$!qDJk)4?28$BvY@QKTE9P5_2VUR-|r}niVxyS{14bA zTO?Es)XLWw5#YgV+H5P%lM6E@aHh82f@m;7)M}m%`S9iaN0aX+pODJEnMiKN@}Fp# zAo9@*9BbLUHlUdx>^Wq}=$v=mYaL})wWyE8Zk3azSaqPd#a@e!CmA40m#6&QAAWfk zBYIN0$h%=*6{ovfRzOP zKV|iOg6T5yTJllymrc)H?lCB9*c;Se_VI?~)(H+TKGoki$5CMNiPPdY9n~fg)h*6@ zxJi=c%JX(g+R0P0gJ)rV4jAcA z-+u{62EDPe{v66}Y_MNJD z{RDYO^8-3HN2r^(#kb6mvj?k<=IFfy{k|&hcXO5~&VT;6gk>L6S5QH_=6&>7oPt05%^`bzDnLGy;f0)>*E+mDZ&8yeE)DqIKo@`z1yF)QX5 zi2E6|&uff&+J&gCnd(Nl%0N)Sy8bU3|MyHcs!5Z>R zV;0IYq`lMZmYNbWcG@s?UD+udLOD1Isn&9Je_COiB4Irc?i!sarC!eE!)P#lbWiDy zlG=&qjq*3uhOtY|BvS2Ph>!lwvRIw=>&kxd;oJfJ&yKz%sxKVa)TRHd~fzH=en9D|>SB^n$N^@&)9 zK|a^Z(T$6A#<^PvVi;wkv4DhNDnhH&?@l#WGk%nIo6q*HiO(<3jeFyVdi$Y-V)k|E zX6bzb6;$!NC*G(;yF=w_@7A+FHfa8A!b&tH%XizsTvj`3O--_g(7)@!APOJ&YR$hyNA4ShS`-Ld$m&6<40CM=tbEu5o0lX6Xy2)Ccd6+ znRggC&+WUa*_HAf+5P$GkHNoy6RZK6+L*aa6&IOOs)1%BKhvH6x@K&4g%;=7a(My) zSs$98N_p&7pH3t-M)f(QTT%Y~Gd159>H*N-p?-!ZUH&ySE-9b0A@qEZmR44B)C(N= z(yySmis->ql9cff(*@`vRWGy~bLFhGcG_L3WeH)&EKm;MNuLJo{0O%Q)Gsizo7Hcb za-w@h-qN4z`$bOl$qmm1s@spI#k5Xz){uY7x~e=12J~*T83|YpjrUPMKbW(=cb5}*bjn;fiBy8k%F6oTDSHS= zc(Kq;{*Tqfo`A!_;C%_Dfz9KqgFnm-Hy4`?r?Xyo1O##LE>v>w7LY0Iy~vibyK#3gf@RjENs>xtj`)LtF{*veS8Rw!$>0%(dHOD~p^&nGBoKoCRJFRBc z+TA4;qLIy%6V`1D!01?286Kp^qZS1ggnvIKgy9vxX-JYleUi?~8`<1x%{5%(U_!)c zDgOF3dK3}o!XM`5CFqvXP*MhbmP;}_U2RQVEHCKk;jR){IVlHb#fVT)!(O-5FCpND-K{pt<_faR-tNX;GezlCj?MeK_YtbU*VT!yv zK=opCo^wQ*d;WDeU^qA*U+`n4diTIHDkBr?rpIK4OswF*R}j*C2R<{7Mf6fxaZI{$ zt2tEr@J5;i_30z|jqTG_72MZ+xF&yN=F2k4bDKU3Dd-(1l*pE}>$d_2Zqj#v?3s94 z)zH~=O)liq+4CY~~NnQqjbNBNXhe0HRRxMOEK4s(90UvHq{MK6UQJG@*QcO-0Fo z8?|L(ilPeb`7+HI3SHHc!;8A{r*UjSwrDd*yW-IpqC}&cV$}U(Gk*}6!>1RYNM7kvBjEVyRch3vB-y9`n(SUDD?~giJ@e z#e?P#9`Lw?o5Rx)$K;G}mQ6Jxn=;VTD;A7`{&M&3UHkeOP^(qx6PYQ)QvhfRK*iu` z`5h&dvP?W_Sy$RRG*#4PhdaOdVPj?Zc-Dmy1b(&QtU>8A8+vGnHyxYli;#Kwz zS`YkUGUioMjG>Jj)k;*x?YC>uIgwWRDW=M&eW@wlf?)7NO$!fDA&jTQ=6GXaAT{?h z`(+R-+Zvh=XPcn~X_GqmvX0Pm-fkTzcyg@$G>Ih7y)C@)cAIj`!_R;G_Q63^B4Bez zsXzRL)t)3sF>XF-Yb|SkA2r;kdpPYFd8(c+K!zos?-qg*+7{5cc&A~J23~;t0x9zV zV!~goE6JFOX!f^vXLFmh-_MZ5$GVqW@Z(wMqNdnsYs`%LY;nz5&E`r>9 zk7!ngBCsN8Sb1Vc(o~D>yc-QP_Kd!;%zbDG9uw6!xaF&^tcmJFqw&Q0re;YL%*kgn z9WJ%c;(P24X=R^t0+l#$J$)k8!)t~0doS(m#NPe$F>e5RLt0Yx1`&UM{dhP3JNW8w z)z9&8IyIa_VyIF7ROQRYtwyz9HtjD5WPt$pdjuMqE28DM^Vj94qG3Ye4%yx}I^KoBdsK6?4X=pO{z~ z>d(v}T}_uys}M~mlk4{}hx*NbvsHL(`|#9;eB>?mR7G{gUW+J#viG}sC5;UhT}PBK zJsLqh7{nlV06l&(y)iZ8*efHh9ohL#gLALk%VsNH#%DS#8}&-Bb=mhDoMOTs;ld3s z{+c~DPT{hN*uN!`TUc25pI*_67r~pw_0cUYukIovuMg*Ak@9=qYM|dohNqPHtZc;g z3D8^Y;2~$Bx-3O1x7`=t>x+b>q=U@ct58a@5c@Wae1-KgmrZrBQuyc4=H=xLH2e8s zk_+|3y^u4Xu3`1L^jy{EgP0J$KEeg!k4`2~Bik(gn1DSyVAO5-+OQMV0(T~aM=s5v zAB!_MPCrdPpwi!stFdjH(N1{LTOph>9MniQId%(E^N_Y}!-W#u^~tPNi|uDKxOKTo zRyAg`f>1*K_>k@#GE~V0$QLah-;@j&>2vdSWY%JQ*R$qdnPv+G8i}>25wmJPZ!}AG z#wBu5$Em3tmZHw^;v;j@*b9S_>?{_wjiZBdao@{?JXcqcE z))_+d`%PB|ax49rF*CNS!B6yC7WYfd2cLnUGfW@F*^<|Zqv(T1_2OA@Q2-Z+Dk4kHIrqzD`CSs2a zr4jJ>Qo{1y7IQxv$2;1_c!gch0@02`!Hm^FVxhfbS)AF89={*AsKfW=7b~_iS@*}o zD@o(9E5H9LDBW`92gJcl?svtCXp16|^1D*et{rXoPuVr66WcY!HhP^R1SE(XY3o9_ ztdtJppX<(X@$q7snuJJ?A3vVhc7MqdG4C`T#X<41#tRTkVl@QL>E`XS zWB4xw1xX7=Wo2c%wN59?Oi-hUxqoeSzQp0>T_s*aMKSd$EMCS~g3XqbIFbpgH59O>CB zm)_kUo2te&?X)}F2--aXoM;e%S2w#+OQ8edx-%^Uu>ZkR+zkXEHxV#iv+Gd*dOe4`OdY$T&*AGk0Bf7efcs}sKsvEc&uJtQSnL8iwpF9^rrxjX6jfi zM`)u-cw2k9=XzQKkfHxcfkDJU!N?c|8jFgi=5MgO{ho1~>%BPM)B^uOSy>sPafEX3 z9;?T}Td+LUtba-Mb^yy<_V^|mCgy!ZxI6PoZOAT4Hkl=vR~Lcf?)d5=B6q+qmkX}T zLY->Jm98wNJ%mtVJhjpC%=$BqwmdAK+d4Y3!M*R%O~D#_{0l(+E_hN$KZ55eayg1s z+#g6v-az$*q*fK(hA*L5r=AV!JHd3>zd{?u(;75o11YZ+S$P?z_a^rW>jQy z2eAnWr4<#i2_o;M_Wt@|G3tE2xq$zYJ)^Y-8lx2V(B%lkKTPuu}||7zn3u z+eHtW16MiOnfU{2_=(SjK0G}9XxGp9aRnH^Sga>lkbJL?HK4EHel#fc3Cxm=+CM1R z*y7;SDC_I@>DV;_0A@rqf1r#Znha1dLV-IREX6AvfC~a5<`r1i+Tr~?&TH80W_@pu z)&`+T6oPP*K{iX_uxN!vl9!=Ku1DmQhW-1?%ga5f+%YvZJld6(9abfcze34<-DTIs zRIy~p)c)jgvNnyoU-WKtc1{VckZ<2O{Hj!CdI9i)v9pThG^X|@lTrZtDPdRR_Krm7 zrvi0+36b1EdvFIXEH19k)N^-rbs-i4tgqVDw!NiBZNIy_Ti2Z(;j~?5)LV|yUz}{q z<;$n9{jFpG6Cuxw00_ae?^!>z8M$Yiant!+p3%{TUtM|kn6g9jkP$O9@VQj<$JkgA zRaHE=4Y+aml)rWn0vDj5qE=XqGpU#8_eOEg{)W6T0Y*dvpJRLp2?=otk7Qe})ZT>T z%qFh>b2!V=e^UzfY+M)UL@i zO&(()P-#FEs(yKwwh~^(<~~XPv3s$k{vYEqMMXvb&PC8;9tHmNS1&lOe3$Z?8f=M^ zlauZ3?f)EW6~C#PbEK$5JC*LY9{_LR`4G)gp9|+Sc^X8C;^&`on}2i`f`K^VxVS1l zdkFNu0+=rnV$s2jqx3vePfuwvY7Li0o{E_nOG1f-5WPwGW}?ibpb^EfmMbT+t__sf z-eS8mzehLZfy(z;efEyzOuOS#EX7OSR!`9}Gt<0$iJm_!qpeK@y*R|`yVldu(?5Ip zvge7Mq~v|q`t+b6lsVO1g2;|!q`L|!6~#3*|AAp=|Mq6?_OQs_ob3}Bf?CZvj5&y8 z6cnU#2MxJW0pCCwEiW&J4q$snhf(zu8XDRi3V#07fBy^(D*yYl{EU$i1NH%OX>f3G z&nNa!zw1qde2x`^ov1a=j91ZQg0he?z^wIlf1v|RNiL9Qe_j{eV#-kDd?}RH`}uoU za)`H>y}~Z#&BwAGn%ES1iqWFHJe2q@)#vPrAPESN^;?+8Go7L+=N?N&zhr$(9d@{G91ZHD7Xa`NR&I zA6d05d@hzG9t8ERGlm=?LO{|U1O{SkY&-!z($AkiKjE~O3acwt(WMb;nl}mYVgE43 zTIBI{Q4E2i)V@o~fv=w^wO7*9lkfWSl!lr*BrXmIPLBL1U-7U%9nhtGy(Ji%pCr_= z5EyC2PeS=!H7e;9eSN#&#ab>x+yV=)@5MR|V63nXW8T|4K{Y6XgWG7BB*HD}bJJas z;|;&t(#eH(3-2UXfXoTaya96#r~v@HVDGBKMuIgPJvm{ur`;E$%)F6S6O#`q!jZud4(q-@>zM_nGg1*sf?J&Yje*c z?(AR79fbPF@A|*3e(U2UT~TzWm@qE}QX?G7|oPpR!X zc);pN!0p&cH`SfdL?dcB5x>OHX%b#+aF`*Uo;^7Ei&^%I>cxxwzg8vtfN5D_VW?mK z*CIvk(;kQ=6b1&gPi7gETwFrInaJ4@l8n4!q<-y7Np5dV0eFP63yWfqstejkb zO<@pEy*A9b=zgmk+w8uIJ(K|pNAt5xkewWEV@~5$GTKb^$O^XiknGedM&G>~*b>20 z!}HLQonfhKGbh_VpjF{|Z8TP;HCqviYRp*H)9Av~QDtnK;)Tmp{YZCjF5vdFL7T6c z4{82zxMVIRxM~4>E*#`aK z2M-?_FSLgvD!>c5B>PTMx3lQR&)Q3yuG`!00K@N?-9$SB%p=SiS^Lyp= z^pR1-&A@+4da&4s((GvBzJrmZ}J<=amF#ZG%039`{{pLj{1@ z4ICVt2WV*7K$j4;8jb=K3yZ%$=qxNO05AnryAfHPc8O>XC7LhD| zQ7`bx9qi}y)YBD!O&BTnb3LaiOVZ3ZJ4YMKE1r+KV>iI?O{3^np33H#pWe;fQ}WHk ziAeqM{7$nGB9HHv!PU>*1<2sQK?bLRwGBkYLO3@eNw5$_fp!hw8XFr6KO`|5$ir#y z7UW`BEpp^b&o4Sufv|#wU!Sf$q$^o<<{Mmh)+|y7jbB<;Hm9bBFkOC?c#DQ9Ezgj0 z!(S(5ruF-!`XEO+9k-7MZmu6;ubq@1|L$RQ63L4Kj)Dv1!uv2P!eKEK1SNl`>CzU_ z&IhD}V2)5Ee%Q_s`TP4LA!Jj8yHnq5n-jA2SB(-f7(_rCDbR=kq?zfs1qJnR%5Jv5 z#POy8Qa2z?megKEp+m!^E=9-)cC)VmQYw6UD53kGwt?bz>Mm941?9b&on3d6YvQfm zDY@hey_(ANBHiJCM8<)}teXwF>G%@!!`qn$8ygyfUpYA=XWzL580;{rrtz4RRBzcqcSq%uG=37cOHXgF zovC?6_DkNHAcbnbZg5@E{dh7&{~dp3!zI_r+YHh8N=tWg&pUk1foavV@nf{%a;jdS z`ieJBG|rrOI0+pL^=}XpvQRAnyNd{Bv};O{!tu93}-!MAQAj0 z$feKCP^ZeP97^{nz*h9He_Ggq!8Xm725kdngpYHraV9EC`#D%$dOX=pi=Gx~Z*D(} ze4j&GBM4F}K3^0j{%mmtSx2DMe(_4a`Zs7Uk(BWC#V#NY5-6ai=}*D;DPr}iWbjhm zP8DFGnl{{vXAxPHtkW-?*c@6~cd3E`MaTkh#p#H8Ss}AV?HDz~Ehg8UjVra8H)r+07FyH#Biwe8c=!(3T)okLu9PZit48!1wHdi7>T37&Euk5~WS1WeUgwn`pu8B`*z;`h7F8{}m zgqKzXokg8=Rrrf1HA;KbRH;)Tz3*~cl>)SjBun>Gb3e|?$8u!muMRyb%_Sj~kr5s4_z+VOXmEa@9%Vmh3Sja6b6va^dQ!JO#$ z#|eC#XYxrPX5@}ZgK`J`n{ry4$512$+~p{~zWV&NVYueVJ=!&D>YO@O74IH|1O#g8 zpB4TuQv3hxdF|avpe0%X&1K?pZbfrOXqtN|T#;2X&#NZcgAYqSCLUa8Z=RyrgG)a`(yz{RT(OU`;n z*Zr;&1^3Om>YC=ZYb1feYc#e<_V9;c&!}1MC&~s-E&kdlHy%;nWt(=TpicTYaDcq1o z%F90y+ZdQQmI&4gBLfDXz$6$@BE*0K$YlTQc}l0Y zVVoe!EW;xN>|>xRbi?G^1Wdfb?R^G%>o;7Ax5QAGk-Ldx+VyiU7fvIm-F zh_OB(+O6BgDYm{~z5ZMPCQf+IaFdT05)@Gwfk7}R1SIXr6ef@C5CugV@b%lPvwZ~a z13*&ew(I+AkvF|B1>N8QC6g5lN~CSg-QIA|&(CvMj)Xx^Gd4L{3gipuPI1`$P2iq& z4}_(Pi;H`16I$G#!E9PdikLw}@?=6YDnTlME4qpnF5Z!=J!<4YJc`gJ$0b*eEl>40WCS!_ROH zWpK_xxPTLz7ctlaT2LT>Nnj~5_Vz5mSyn-Y+M2G72eA={j7+{nzY)Y4zR%qSAlzyg z_#`3%zt(9LT8mcuq-ZcRk=thwX8@+wpwQ3?n9M{P*@*n(0ng&KQ;X^kLhV0iz5+gR znBsXhx{f0a{0LM%I3(#H-#`}&F%;U-(NSp7oN;#Mj*y$O#X@;}uXqr%QcO&k@m)*& zA?gL6^&34AaP8|?T0Dtw9d1-G@esqOclUfH)$R=1yNYkO3*@mBD+K_4 zAyGpgL1v&KvhSp9?SR{J||k*Kg>lSKUnd5D|OP*W+BllW*^wN)uq?q zJ&DN4%F0r*V6lv<5nuwB8Gt^(QLp*pcX?l&;0Q#ZR(9)r<%T&IPS5W2Wp_LnP=P<` zK=uT@2jGsrJUGo({sxBWwGlp|APx#Jy9|lR(Nz)P+G5hYBKPkw%+?ZTKUvx}n!gD) zA0euvcK+L)+-b!$N8Vh7Ai&Z-&wx`SvGqLWpu^}Gl+}-EfV6mWY2N1CBOn;Gev*+m3Wax(lbaXysB8j%OlU$E)t8xO3 zM-~J-I@0wuuC%n~oZ7P+w*-DGH(h#jGr`)qCoeL_FB|1=L#{v7Sp;0b**#|y*X(MV3Dq`+IKMMoKUbi^oPvkM!7~l8ES^NRue}etHZnNBOV@sM<&{ zr}#RBBOF>xD4@R%uZx$ABWEET5!+yZFi1@NY1m>~ah_qIsMrF{JrS@2PF35PLHVjY z5Molp?|X;@SVuiS@tN0SdR1Cla0$SC5-Jw7zT>qMx|9#R27|chK z8u$}A)01j&*Q8hkekl_&5j627LZ-Kqc@>p%i*ZGMO?0w2m`VQ5>%Aft2tD%=x0$4t7R07r5Unnx*K=l;%PrZV?n{r!l3v~D4std4`%V0T{pj& zoRcK3xVE@;yt!~=9afP#iV;svrjFpL?Oz)|l#Q9Qbws&|g1G>F!=M0=t-NV1`P4No zZ=cQawNX#s{_}LebG+)V2!96kNyggs2VHfD9vLGUFn^jSORW=*$1-Z^fNRlNW=#~J zH`%e*-lk7;j%cvdepVK?Q8Wb%+`uT^&zws%Z+ zifel&_>e0lquQ1!q{-Xs$D1Re?VeO(2XieC>EZJNL+6jlHjc34{nC3*y_z}$QR}DV z+Xh0s9S)z6(DSs<2v0}BNK8=;%pShp;1AEH6RX|LztqfZB7>_gsIOtq1t{2_1>Hj> z*c*ySMgsjltK~9qE?>$0IoW@=NT@O7;-A&$9X!_N@`U3rU$4Z^3C~~m?&c~NDB|5~ zlYQ7*9OpP8Q8*C*RJ!``*_47GFf*?ebmXrt0^0Za>DsP!vmtE(b`3Eh30BLY4 z{YNpkdrcP883-8*__f#6oSd>WP7Je0+K*NaMUmRZv;rdCjtQ$@Y%m!)d$}#RD@;1; zR|g{*z+@JyJgQ?gVx_=5biXoyICbWC5u@$9cN?;>n@RynZxi1t?Yvw~GOadro0?3l ze*`oD)eapbFKk=P)hWF>M~D*B#!tYzQzSTY9o$Xk66=UKxvDYhr=qpYB$e=h)}ald zJ|-pHz6?E~C4i} zHjpqkv^HXOGUQ;$#xl{(4;VAdKYabCxz36N`hsh6x}gaRuxiI{C)%>)ER{_N-5^4- zutyR6pDzx*{~ts%dR)1eY;gO(3OVy|sMkJ>OPv-=Y2uKg$QBXWh@v{S#t|hPON^sP zmQ*GxvYb=4O39fVkw#@AON1O!)@)6Yu_VblStcT(Fz@}m*ZbFdz1Q{r*F|G~^PA`Q zeZJ3qf4;XEw#FDKt+0j$^K(<5uK=~Xds(&z^UdbT`m0kLO+g}Mmws0Tf7FdGtIT67 zMNI4kY_nxTLOXc@Zy)@c3MGqSB#2V|K59*p{pAYYM-1orvBtzqs8??|Cm-M&&kb5V zUjmT!RyIAjpXbZH)bcoU#=@d%yN7Q^i_GRr8aGRK9VS*^}{6+xGc`fzDPpqb(lAD_W5pg#eDJU@eSE z&;0M{nbKQ5LZBoY7~Ekp<>9h5B5H<(e~yoj6FCtrW6aCqwnaTw`WK3SI5<0<_f~;P zf4U<=H0CJC@a{L^!ay59f$xTc22=a`NS^70W8 z5jsa5Oih={$;lm-tzhUquMEG8^M6ZC{9jC!N0Y7}F6d>3`$JovmatrwIaWmTcC4$>z7HkE zGfvpSBe$B^v_F{R!; zJhAkj$lve3jLd3eK|!B0xYe9gZxF%>XB#4UPIwoTzrB?$8O0<9-JqwFz0dk5pQVy+^z znY;bJEdGV!C9<1axI)0b@DnHhRxr;j&xKQoMA|ni=6${_r6}esg~Sv(855 zx2g)6b;sJfkCqhn@3N6SVumukYiKG3h^tLk-uK*F^84_TKk#{)l^?E%Yq4xsf-x?tzKSsTnt0ni+OmE%iLUx6S)Z*nrv2UPi! z(6&EMp}@`kebNGd*Q7~!Sl(@RyXE~Q)~X!ELyYuBkD*!ja~tP)p*x-SW}Vp>WRh?1 zos{jGnPD9qe3H?b#`_XLL@aRA857R45Mg>w>cEmo=UK8(VD|ZmCnue4OPhnckK^zI z3tQTPzP>(7jGn+9_0+q08l+pfPhtJpuT9;pW@Mldfp!$r&dtKYc*b$(kJxcf%})CP zEehX%zlW_i3Tyga_3tbe>m%$B!gXN}A_q{Yhj2t;l`n~|DrZ@xY9^SAi;HWXXxW6{ z;LYSQ$O)sZbh<}aRaNyV?n&g8E1BPJQTOkk2350qtB08An(f3+_xezh04uL4(_x1I zIH3yQ;e!B502(YT;VdS@-I)%B1DDqLuv%a{DR*6%5Jl_<^T3_mM4rHzknD=U%gDuQ zYg54V0Iku5G(kqOp-12pF~Clu0x2L+3Z%cx0-dSRuGa?)=Kd&i`Pky%s|foWdjz>w zXhY=UH*Jc6Fh+g=Ph3j(lmeg~7-gm3ht$9V)B%M_zaMo1cJC(pClLsi(sZj46DaWM ztYaEQla&XBY=Zy}(!J!SX=z>W@F^C>GKAYsfEI#ft<|MqfA;awI6csSeOdcdpXsKb zsqvM^^X-W!giq+&%(BAW&k3G8*OKKF-RR*4MiKY|@MCfhNODZ|8sB?Z_X3;jazc0= zg>M1R?mYWh;N=D2igY9{MY!(K;2l%Qm_;WI)3u9*Op-J9G02qef~L|rT`QY zb%{8y99w71a|g`yGnR>pDuR!I#k7i1UxkjL(PJx~7$u9_5lod5glhG1xvS7iJcs5j zy}EU*O46A~THv3^5PY8dYpAW;iC(c*KOokrm`-StcTbL2fJh-iEVL?DOo?9u1^ zWJJ(dJ6r&f2i7SzDd|^0ctJs9$_J9oaeYd0kvQx3oGQ8n>WYxmpd;Z{Be$y-%dfp8 za0~FoV;FZ{YY<#w-?Ir~=SbUQ=#=8AjWxJ(91@5Fj;lv%9e;l6IWhL9R!K|OApj<< zzTdSvW;LGbb;NPUk1QeF_G|scU>pLr1;|mrluG>_*GlB=nF%h@&g$yxSL@L?L9KNK z<_$r76>vd}gqWk<0tZEAKCtLOf?q3hNnx=f07yQo+o^>scyYeT;N(XEa^@v}51uD+ zxB)O=70{3l00Nq@UJ%EAEAU!Pm?;D__TcEig$hLUY$(jP0QY_QTs)c!%UCsX;?#OY zv6P&gSfr=HRsDmhLZ;V&-f?OqW^3W~KIPBhw|=|n!x@Lf74#*yAGP9A`A@z)Pf2|AC;m00R}q?If=xJViGJE%44;(Nw%>Dn8RF1QC( zcP`HVrf!=8vi8jzQjc~fU2SW#Lks~K93fw{mXt`0^tLGAz`6K)4-VY1K<|ZJ#1)nd zsXG5L2Vj4*QGh-*-KWM^13Ej4a5(;tF1`TN-ni_(mEz)+_!S@`@JJ_zGYgxTM#2xw z6ZTFFyuv%Y59B7@OG}$57v3C;2_K+bEA+<%V3fSS$e#o3PFcHlwy;-Z*)kf2#Jt*a z%36zufXFUfzheiZDq6DlRFNGrEcoCWj&~HOlaV2`<%IjgoEZta!2DGe1TNSMX&3qP z;OS5aH5;)tYpAf4@VeAS zRGLML7R53cm(jKd*)CkT5NmbGSd}b=a?sl^*)d&RMP+R6S$J3&CeyI_OwSkW*|P^v z-qm#m7M7N=zKKi~v=vN_C!9^_zSgRT;~BU3J3|_=)&Z(sS}rq`7??7yCnhbuA22Gt zxKk3K%p&a5X$l3gv0~UP)3>sz2?}ECb#$Z>UtQvOR`KY+=d~{t5qT7EM_^DaGXrpV zCSG2TMyVnnR2KnW19*$CA59A&8mL%^VEo}a6`&7(qRU{fzlyp#MkBspMlcTqC7PVe zWiIQHHa14@jfsdDJNzuPux^z`-q*}6*^xk5lL=$D4y0Wl? zmoY%_I61imP&C!me=6~I1={AZRT|&bg~!GwCbrbuc!bQEWd((4W8Ls6RXtVJbo-v>;mOkIo1iwjy7a*G0flmOygllh zh*Ys7*~%IkY}-i&z93BHs;UZMy65d+rDuNf4OT{!aq1ojdDH3V61SbG2KK!yq}}UV zmH$Ya7N$oom`UR^#{s7-uc!#>>K+;KDlaep_szDZbw5k@0I@?3uCVm5{*mQ)q}Puq z-!Kjqi%7k|U3kc1rGQE#5&RpHUJ9>+ zm?eO#y&o5VJcm~(5~7?O5JpB=@CgZZ0>HK!8xk804LVl+iH0pW%C}@Yk7fw-@r@;D z9~E*a@an#9BKxpFCzZ*BptEF^lKBf4%{NbuA0pT+Iv4z4J*Iu2;WR>^#<~2}J+ruo z=xCe(!?5>hgEk|z2*eGf18}Z3)Y~)~4PV-aK&}i*KPjBVd>LuGjvZVA148((WGD`# zaUZs5Qkg+Pf4AfD;HB!K?P+HCmw`A67yaO{u zB4W`6SM+`nLs3MV)eb-Gn*R7w{Nf%wEW+{;BA4*oXv_#4SnEctM-<4@$X$^Qo~98i zmTbJ8KJLBMS4!}$9j0*m4XZ>5-DcEWg1KRl zf?g$wC-9L{KuCQ7iVHaCGR_-3dLFi=M>c9fKfX;K4mw;Sqy@;0?@ zd#%K6vK-B5G&yvr6O%&rXtZ#g_&UUiuBoZT6&BwM%n`)Rd`pT&v87D;u7(<(Rqa1IBaXpvq+1>er;)G6^c<@w20yo z64&v}R&=k&t%E}j9GDP-s11(idHJPH{jiLQhXQ9YZBO{(kV5x%EFqG=f=xH;hR(3m zYEu;wg{>WHiS$ckd;C{0HrER65>gQfx+_3HS@{0>YvaZ8$svPlWo=zahDItQS1lM_ zI)V>a`d2E2`OQplWsg2?h^>>q1cXzs&VMBG+8xz8Oa5e?0A%DR8^v_dPI!uOpP7-o z*C<;4!HrsSo?)Q&G(tLk(l91~Eg}a!*~ZYNq4+7AY9$U|4CozvO;YP-23}Hn_A8yH zE%TFwpRGUrF&vLHS%esFj);tW$jkYI<*ywdiIY%59TLF*$7lQR(C=~nf+YiiHi{1z Sdk|hOU}j|TOV(bOuzvxy#gTac literal 23896 zcmd43RZv`8)GbU15=f8)_Yeqf!JXh52<{Nv-8}>d1b27mG%mrL-~@M<;O_2s^>^#9 z`rq#3y$@8K)9K#5_gZVtIp!E+_OGwxLpsNp~&W39~sZvBGp!s;t>rVqRsksMajEZ#TvJ&`2Z3#%%>!sz^q zrz~xocB$^J4z(9@z`I0FPfy)jm*>&*`gNRb-lGTS{T9U((aBGjH?s-;TENrNfxAhUatZ=m^TDVKK*~q!zVhdN_Gms{8u!UUVcA zljyY`vpYYu!uGlj6fOpMLU;*yg?=B&$yqPsoLJadZs+^Q;Cq@FHwH9c0#7mu8Obgp{M z9`-`jY~33FSO%^529#;HTVFk!~XO{1^3ou$C^LtU|?MIhz?C{{rG*jiIB3Lx`T@OR6%#QB{st)lPv0#TDzee?5 zp{693eP7fhMM}0_0?jk2ARGu9dv65yS%~tjHs(UQ=+Yq9~C$xv+oU|iD+n5vjuemO7w?`rBmyavO z`+Lstw@>%Sw`T*)D6e0ODq?5)Txp`Bq9*fuuzI#;R#vj;xvwIgou7N0{iPn;bv9=w zEc}ut;qLBk6YQs0((-NY5c+Jrx!DU%OuA=UF7n#gyk%OJFFMZMbIiDTEb%RG;kK%S zzV=t!Z`Rmx?j`jUsI^6_F%@ohjZQ$6O}djIT<;OSK7xjIX8CnAxr~+)TpS(J=YTuD zyNphBJ@D>rQ`=m37V>KSR&&e5DJ%>X!+z&@;34iGin=10a4ZVBT-ucoySb{F%g*n* zUZ!WZPQa_LW}U4?dAjMW*Vjm9whd@^%j`FHdbsYjQ-(yfZk_(xb?#NulNzZ#yrI0F z@u6exvo~aY+@ERl^((Y7Q}UR|nYh(!Rx%kEd}=B3JZ$q75ZrBE>RnE1xA%3J;&S2j ze|R__(eb&Q3Mb}?tupG3&B_`n%JP+2f%-IVCTcg_A2n;%n4M;@_FKMfiPvghZMGgmM%D-KF89MqUc>Bl@dGq}V|HmSg-I^~&ludd z0~-3ze99G)jK3TAgxJmp_iesq-pO*kdU7aDaKRXzV|l%yk2pBcz0B+7 zfC!@17|DPCLA>#NBDT7kj!x|LcZFX$oR&^Cwz3{wMgFxj_t}htFx8HaEB1S+~7HPpd+~-G-~fe8&iXj9FJ58!h(_CsFj6 ziFx2tQlc}_7wS8gTcMW4E&TfTpDjw56>H639JgU)@ZCr9K{MN`#SE$@ulU}HOeXSX zd?xkSc)RR#t((ZCE0ZPYvoo6W(q_Ka;O=5qE`v8=zq~mzJ|3Hp%XTnFG#D0#tzOrK zZpX_-{Q5ppqzMAibadXTQbkr>PQ0uCg!}&b3wU`iskt2miUxa+(1tQgBOr@<^RrvO z^11uG-ZNSpQ$a^Z-mc!k4ONf86j4z^Y~Wo%Y|LL7OktCjmp486*Iq}`&vWkX-D+K` zrf*jmimK0nb;I;Dl$zmfFfthEb#!_;PD_7Yr^#-K@Fn%8hcEEw-8=DMbf|5a5`G`YSgkWoPe$Hx9Bb8yDi4PGs=dcn%Wk33VRXiu5kFH5gwYUEIy3a2J zZ?u04zuSGTZ~x1qlE2`vmy{&im)Lc_yRutsP+Q5w%q5LRP(p58g8sCryVG!#l0AfZ$|Wd$i@Ys@*l=Px3uId@+T(g_b#Jj zc~B)uU#J~wWOtYk3WE2Pe3ZZzz2?KQAJhTvdgWM_8zi84dOc4RtvX)L*m-L~&OdUm z$o~t~QQAv>@J{B#OJq2`jAq6EcJj^r#$bhJx1qu4UeB|HS+nIjv!Zu$$*nV*97;)n zwk#5|M}?9f$?b?B_%O;fBX2;i<4Q1?j`9*I-Iu+3?A7xv#>2jT@7DcWk&x66N$Fay zH!LmZ=z}TiR(TDVYWM>4>WD7obPLj;4pT|PmwfE*KDky>`p)Xvz+s3_FmTjZ4kc?^P5CpMyYM9IUc0j{yt zIE6c0ozTeg!&gC=AMBOx^}d*nTwRuXUTNO!QqQ)Lk@`$>$+Va$=&yTZ4_Kj+i|M}q z7;Rbk?Zu*3MMeJUNhj1sHu2B-NThJ6Vr{x^RKD5(H}{&T0J}Pd_k8 z|0k2KB_APqV6m^#UnRsvTlX!3o!K$2v~mE0-sB@FA^JXy&8WJ8rMp2V4{X4fLfNpZ zUNG2GS%Lp5;5F^aF7iszY0nwOc(Xsj*wi#v4T6G>UZ~&Z8=sU^Q>lyIYiH-@L?s+Jyznz90=nj|ko$gl|J+NTci?&tANI&oRX{lK}3U z0Tl1ui6V?V$tWr+s-NVdKciDpet|TV6HIEj*x=y({CEvA^<0)1srQL6F0)>E@A_$0 z=b>v{OpLIE1d@k`N3qI(bYT^_@U92nZI`^`J`hHzx>|x&ItQ12p%1T7YyP$~7=xOE zA^-`E5Dt@o;8*ABzrGlXuC6XPOfoVBadAY~<|RLG3kzDOtwDpHaDq~;I#gX8`Ohvl zm3AlJ3_sw%$sSAh6slM&tDeCY32DleulI+uUigjneY#BB>ExfVD+uH7QLPB0;`rcWuO4l4WWWbyn)=#N2;o^!vp7s z9aLJ)uo#*~oha1aOtezg`Z)+QH&qHA<*O-GeEjDcQ)-O&3@-78ZVQ^#b|`5RoXTr7 z?fVIt8X_Tg;_sxs|F#QG#$RdL>gCF&4;6tjX2EN}IJWgnY8d6FTf}k49@$l(3dF>F zFa7?-e0BHCcTys+wGKtsdXl1rzror1`|10+b{+&If{_ zR^4b_%HI-;=!JW78#!`o-xXZ^^^@Da&f@ZahawDtm~~%d-oN1X#70H+KG#>3*H^M; z-r7^B*h(F#FxbpVSe)1-mH18iOVKKSQ8RL2|G%Yd@Nl8hD3ow1DNx&%-fJqo1~YP^ z8qTw)lWU82(}D4Q*pqY|!gud=^zhVz6YP!L4-pvyF;(Tj_ed#Rm%SV>j5s!nT3d}f z%(Bj#WT8w}5<590q+^s+XH z?nf|m(Xyg71W`#E`+0aG%kPd#>0oy3`nc{mo-IZwKOgR~2RJ|62-5>I^E5#f#IEk3Kda>{Nz}pB?*-yV1 zDXsoK?er(ZpR~qAMP2PViAx+z06larG#0^;6kraNd`XOzgJ$jOdL={V948So{?P6C zb^bS6FOedIaT5Tz;RE*vP*|lCwe#`Oy~l2Q0c9X1CJ}a+u+g7!s++zEbp}^iK~i)Aq6QtF=QW?H(c{@EfHnL~FnMCW4kz#4izqnl~*~Qd28q z1bft3J)MH>QhBB*xy=t^J`^Y${H1z_+MnsDkj|`mtp6^FRCMVTe|>BEhVRe;TtbFK zHR-bq@kcogc7Ih1$bSdvQ?w(gy~7U~G&FT2p_sX-((pWzq3}eUH-*ff@C`a+zNj?N zNkvFs);XCgRMFf$zvlR9=%NWJ?T3BNj-V|@F;?;8HpF&fM$T-!Us`FCN=yLU2Jz;m zutZPQRaEzVBJB1JdRRo>kel&yPGW`*SwN}@JY-1<;??4nj{dvX4G;(owrO0@h->_L zP<=3uF8N9^2&_WhfpyROOFtv#?RArYOlPvV z{4EJ26e+P+RnbJDY-J}=`KqC)0UksiT!mGZO_7#v+N@k?|H)*SwPf$z8oXi=R!A-l zgGS|dNiv`K>t!#D`h|#@eUssI9{#gFiif-Xil;~D&D!gy$78=5_tQ1YUz>kkNJ+uT z;y)x_@zEuO#usD1A$(~$l_J#hRg?xNGn7s{fu(ge>2v6TxXY8F*Q9Gat0ch^k=ypn zg}y?g0!TON(=8o46%rHI0nkA$A;`}>Y!QT9dFtq6=zXNV?`;rhonR?@(vl;~?}=xB zrega)NcmcVx*j7`B45XD=Sp zE~qu|yr=i*;lkQ~ESXePmzVB-gd!+eGMAmxlaMm-O3B&3QRiq5J@i;m*o)Y@;3l|U z;?8{D^f)W^Xu#pJEARQ@3GNA4JTB3rm8!+r?T}+PM+#5Nu{${7{dGFh)u!x8VjZ?zZEkbqC zHw*`1hYP6#|0N?c$>m6_%&fb86*W@5zYCqqTMJ_=XQwV?ab`p7_dY9G&P-7=ofQ^s zXRBKnw`(KJ8r6Q%39eDNBI#M6D?umam$I~^QxLes7J7bQBjU2{I&{S%+#{;Rd-qPn z!-L1QIV1c1O3W?PYt98}C)JGC;{LUr(a}35M_1PtSW7=S z$85glbmR+oT-@qwhC|$LsUS$-#6 z*yx+~5$Chh%JE|+o}X9D_MKoaM_GBhVdW@Q6Pl>jo7Ien;~T7U$kiZPZ_2q*L;IZOp1(C9(wM3*w$aOwR-AljoW!MikM6SzP8KLP?$ z1buixznWWI93soy8s8H^#O85k%*x6NqZI2G9S3MfwjB}Gmf{i+32`2DxPyx Uc zq=TA&&^S%+K#iyvTwLy znep=w_|lnnHvT7R)artoc!s_NujErnOXKPn!R4z@`bRghGf1sHVCTp|2Gq-w%$sH@ zpWucrJu+Ic%{XeV4_H2-p*qAsCQ$MLhVJU^b=v5Ad(^bg)X~wgGhXmIj_S(?M#czO zm(H0cEiJtY+HkXxOo4DRq0GR*K)MJD>er$Cw;PtwwaCKGUo7HZRTQ1&56R#>BS>q8 zKNZ{Xy<6 zHA&ITPGik^#-iY}D}yku9@ztLeQn!j{<7`TyQVSr7TR;S;Ut6)VvNNTCHG-I3rAUnk2>a)sdQ-=^bm&E z09Q<$6c(#mo|WC!hT2}%k7$#el|m6>vG=rnAkyww;9lZqWp7L`xY$wb9OsQBYl+(x zNPG>y)%Y(?9u+FPCQKJ|ERH|n>fIb77G7jH_T2UXR8s+9^(0P8%I60%c62*25h-}| z`hc&ZJ3L%{R#RGoyiN&&eQBzx;vwXLH~-v!TnKM0oIPLhKxE4~@aks{6|hgqPvs8z z66(u+!JqUAK@?D>%`;t9N#jD(_3Bf`v zR8)zK)A%sSj7YVzk5Xh8^+|P??gGZ~Cehfbfx=eryD*hL9@0&jtc>}vqgXjAp{!X` zT#p266>R-RuRrZvCc8PddoG)>5fPc>0;RHJ^SkJ@(5G%*^LO(?| z!QZAq-Zix_MaGkokHvJ=l`caR$O5PI&Ki**!}X zF-2^2T#|efl>tjX#tezxjRESKgJ~17lstS^yH_CY8|L-ZL&Csf*GLJ$uM(u2%e$(iBRzd20&{Y!;g&o*e$b<|yYaCapy6>7! zhIZ^4>IYioG+6xWIa^eXDj2)Ei-+CT%WNz(T^Gjy>au2#uZS~un)FcBS4Evhbjsfd zdEV{_6#<9E>=5wEQSu7T}lzPMuAJFSxhP8`?EZ4&u7Jr&-^ZhA7GD{gVwRs)B zGFHq%sqvrd*X>5nrjd!AN#3W{ixq%x@n; zvsLXd&I-7;geKKVPP5vsato5(-V!vwOyZUCusO7%p$kIxb^k7rC;@iiLAfuOsI$ag z{hN#CNb;=XfD_0x>21Gq>wrG*!NdP+`MH>|Cox&e`4y8;@L)};UKG5Uiay_;vE!<>I6@a zo=*)|aO*fGtJaqpK9%3fY4QegW1w_Ib)jRXiwEI_XPphi7%orZ)BiY-u{o&06=0=Qo}+8cH{Vs;p3m{t zDDsrL%HD`uJ}M6Nde`jM$8DmyRH!x+fGY^Qe@oMrY9fhFkK~NEn734m-~AoMzK7rW zeaq-EVk|{0Jg0xDGM0)tdE_trfFy%UUxAT1jrxZg% zc=hWk`R`3z3SQP!8;=F~S?YTJB#;OqItgoxSKeLW9hpt5LN|3e=+LfRnxhcyvKu(9}ZPCDAx8^n@kr|Zl746SL^iQI} z4d@_YPqKZOL5k4oJS4H*zO1WYyFL4BR(hoEXDrYy-pwFjfBF$Ks#jD~lK^OSJC}Dg zWbcQi6tRIO2uNxKY^%9ncA0 z*oURMs^)L?e($p-Pwi)Nn|B`d?3mJ=2(FnMvmn|!U$z5>pPUf(1Ad_hPD5x1v40MD z-65RKWo6~ipk~DKR&AS4T}<<;IEOUjE_Z`8*I4x!F{mLF(1EJ2zIM$C?cKYWlG|hZ z_0`Bcp+!%%vFUaS^i0FtW{DH)8%Y=XA)(=G5MBLM=b5FFGf2S9zIfi)Ls>x?!8TRY!gzqZcFl@uQ>O3tHe~?Zss0 z&6D+XON$(aK28h8x{o|E5}igus>cu4D(K1PWGU}#h@0-`hN4k*;QJ5kcWhN>TzG<} zW_kVwcc!ihy{PwZ;v(a$4(DLg1a&*eX1;?}62gvCum2s5^yEb`l1#2dd}hdJ7i^Ol^kaD zuJsuUyo)_A1xWwRK}W`!%9jX62rS=puV1D+J{8?IZz*di_Jt%;?8J@+fxfZ^-Pqf7 ziY@%s@=bHpk>KX}v9))w{)FFVfj{#YcgrWn585oh4>g{y7oPFkzVXA*oP9;`zV*_r z&7qyqZO&#sPC>@mE%?O8F8q$2$uUYv%JZe8V@vLiFi`-g*L$OijCv!DO-w%dKDejL zQ`4)J{u^L!12qjuszQ$!Sj^Cy4|dR7DxkH3cb#4>*qu+Q>#v@=S8A0p=tI-H!|>S5 zhKWN%_qIykT&4g-k*(zQiWNc62N6ogkT&o$S7|48G~p)N9rV%%g9|8sMuPncRh{X1 zyWMgv+?ADbmE;>|$4`G;w&T}HpjsnRTh}+*v{XHzF%(}~u$`$yw=(@G{Q66OoP)j*`nrmeG{ zBrKCi-owFG$hcYz;7=UISk<}OQoHYQmDg_WAyT1ODMO~ITz2v`rb8iNVR?X3^uF6I zg7t(zNvn3=RZ3*kmaw*F0L@3O`51ij(lC|+zrRd@;ZQ2aU@FIJ$W%W?6u*e6DOE5! z$r@Okvcr1Uu^75ir|c@J09 zVRPeD z#9*nulybHt0btJG@A|IZZxOWm{Fmp-Vrh9E*}X5RRr2b>E&n?CWOe4b?=0lo{mD}J z62dOYTH4K`r+rVDvBo#nX5shjMe7n@4Gt!VCd7a9YBQ{tNhPI2Is<<;{Obr@Ba}jh&b(*!{v)8XlZ{@eMudK^~U#y zT%eh0JRj!!J2bS}j!b4enk~$3H66}()DQruXf~66>=r${*27a3JV4&OMnnvd54hzo zv=d6`w{1BzTzG2{iI6QDz%;nTpX4Grt!T|$=+?Qs?K0et;P{ZMR1m48r}Ov$-1BAD zNGV$!c4}AT1IZgp&Yk>oIZX~k$V9*2{d3aLT-t5#4?p|Lo%ghgP*pO#1I<4mtFL#y zC5ttd=H0zPZW8)Fv0plFF%KDN^Lz+aZsvtmB+EQE>wfG>lSOJNNPL|A!_h@p_or9rK# zs)9+q;5=htV|M|rN~778F()U-d3PK!xU)T9Iu7WmlpjBS0zyLx^gn|$i>x33_9t~X z0={eY)(RRh#so$q82&J#VWNlezb`V_!1LM>XVn?tcH?x*?eMSWzY}(JXZ6_hpe~iJ ze)#9;D|o}EpmW!Sa&D|UwMO@Q%hqIUS-b^$bJ3-!AWnxEya11R_O016g0E~kMk|KTI;!Y>(5+?l$4Yp zRA0g=DJeCa_0t1+jEb8(+4u2otUwkI?hVpQM(y8X1xlbCN=ZwX)Cj=sL$svd0~U{( ziz^8zHf*4b;4)~~_djylF7^Q>Eaj6Cl57$aqPI`qiud^!-@9GvXWzNGxt7PP1qPjl z%KrV&c?_n6-RX^7D%qe2u-CGSl_@((kAHlTLD7LN+z3erY2L$PNOp1g^h$a7dXlF0 zEvTXtCQ#bV3{vWm$2;Q3)Qj~qiKMJbJHQ;9Pifgc-?{R3xqQ>vzT=B4(=^*k5Ux0x z+Zh3Ia1eigVK<+J$i)P>>`&gy_FFb-+i9wrAz?aYl+jT_PxxTxsI$C9u8)>9tBp}U zex!CwdH_`q<~&j^l4rM`jedCW&h$Q$28)s9dq)enzphpLlZ`lqwM$RfN63Iom(W9K zJZbbvU4Lq*0FBwizW-aSh=OgpAfDnDP4z&Hhw&~2t-nJb}RgPkVMh6gXkU_pmDtCeLxRjwwfGtVKpD+ z@VfW(sqos0=`;CWG1v{$niSyrh)GE3PX1&xYR>-DQ@f6cj9g>4BACdmAE{Siw%!u~ zYTH?q-$MXkJWeMRgsLnisK5ict@v|NO*Eup*#0Kwke51nk0m_l(h zPS_T=77RkQ>5`rTB91pD)GXG-^Z0DWScF=o+(u zfFVk+J>D71Blu*9(Cl_>3QQ^>w1RHjS3Yxub^jRH`~c2e$SZvuWfc`{^x&7loxq>u zWd(%C!Aya)vopu(Qq9h`=f`70&!X*~d=7(gq-Ak#sqK9NXI;oXsENlGc!{j$XzZvq zUGo%Hw}!oV;P8Mu?y_iJMw+KmULmNH&}%%y0j%+2-3im$kM*7D?1ecD>|E0SP7%(4 z+bT~DLcsD3?r@==nuaE1!M6D@{+`ovL;IfZG^Hak&~0t-@d*RuGy?F1_tD}x3^~DMS}mG(v^B0w7HV1ccx zU-k?G`fLU;7Tw8`{UiE52~dHOva-cuLseUahYyT+Q_#J`2K6d$CewpK0vmTy2k6L}7T$ra)YOD);`E=4^9+bqI4!ZD+W>BP8sv84(-+iv1th(PR0; zMPoN#YXK8c=qp-c0m+wpc^UZ-BBv5 zeOU!)YI>l2cq+$YqOj#=Ev!_pH5KIAQ*dr-fXo213xE?rAmqyr=d?X6u80lF=+1N* z5t+}$TVRUPwrvdh_wO4k8(Rve4WXi<;v&FR)U^&wz<+jixM0MY2Fo^JFNt}b0llT= z@OU{B7Z=wF%U)oUMT5}`0NFa2!IuOoloN1-Az_fh%t$Amt@#B74wqBvAa1(ABKLy2 z-GAKnJbb<4r{L|)U%%u^G&VK{Dp!?ZH)?s~R_gqnxs^@?bu^F(U|=|jNmrxQlS8}S z*5u*l6qJs${C83?57fkVm&77)7CMdyT&Gtu3JPX6A2mVdjVd69KMaSVSfebpx*U@d_~^Z_p_LTH}dNWO`2oo>BdCFZvO z-srULcz;-b4!S26pF3v&g~h^f8E2bZAe7O27vr+b26b8~LVkiMC@8@Cn+VRtDKMg? zf4#$;%7g0s+d~a&?|^|;$hPiKcpY0qq526*?Sn>jw+nW12p^cF9@DP2WAvg< zHqNL$fcyh%(4VH(_3^AfC}IcodI=4$w~|%F%v5VIVB_L~Qv0{RzvCNAHZT*~q)^47 z6iomd9J+&pL&K6SxK+Z4t-y0)W?tUZAMh)z$aD$)LL$0~*v`Bp$H1@!_SFQ)dyDSt z5!}R)aa$8-o~^|ybiipnP^wvD->3ttGwJEX&k@Z3$T*{uk|cE&Zxtk+$suD4ilEjB z3%`Ih${+!iYS%|5(5uI$q|iFehP;KIJFJCg=wSvm%!)^G)EBOZ%BCKB}qL3{hsevte2W_0^0wznF4oD zTshfNvzyuZ)({+cuOEB~zgZNifJUR^N9MK%*3C^Q;vCG_3I0-eoTzN;7qb2!y}|#} zpFnRh^&bu}m%n(4^sP$6eIrKF9rU)EzpV-2fLkTc?f5)R@m{0|)qXGP`?iBS2&}%5 z5lKaCm~AIX2%H8>X8*x-p16$-V*3|W! zrn9p%DJiMq7@h)RbYwM10x-nL`FGw`*uNXK;5_xa)#-uzwc?lzszdLl)5Jp> z_gC-lWOh$6@qJA~g4u;wQZDq2jNQhpQ+;o+U7JZNX1vCe^z-`S#?9dS5G(@U>cZAMMGa*L=m z5`KAaSx4BsBo9{YB{DiC6H_FhRb^yl6_S0$Lhf=s#GC~2PhS9G0@hV27W(5|%0#%X zmmR!w16DJqC6}3;nSD)Q>Ch5>uzr|9jy-;c*g-%wvB6H-h1wX}{jh z=ax8RO2Np879kO!2I*e42Z!t-Oe!Nx6{4mHic82_3i;cX-gSec#l~<#j?l~f87yLA zIcH~fnC?GsRZ&n}+_&;s$ZnaRsrjJ#+|y@OdELhhq?G}i`lTM=AHLa4(uXx7w=-=| zs?3Ckf!rA=x>P4~eIptzZl7KX5%;aNhB-8l)RCx_^#QISFG|pGZ?XjTWeS3~f%<-r zIFPA5GG)cN#@DO<7)!{89x$tqN;0>$HZz{m6jj zgk68NBk1C2DGiN?^8|!YFbWnG7!P2^Wzvz-)SRPDO290l&btmQ7G})TIs-b=&FM55 zK>}}RRK4He#~NmXtHL>Mf#I60Y$T8gfm2N9bQQzuKd`wU|pMJm%D~y0G)wveIH~4P?!K4W;j<3%d-Ji6|ISY zS6j8`?i(E3h~zu^))!3rFGXG7Cjr10gZc#!(W{NynG_#B`~VMp8t7D1P!JQp zA=?iiJgu@<**1IHxDsGOR`ch8L$rD)lYNX^S z4KGdVGujOqg^~n|!=@OLFMo8}{8E>4YgVqJMxIufY|-@T$k8+ZrV}8gf6x=^JB+*L zP4~5VW!#5m=~dtbcM5|_4A43zKmlgpRCINB8?X~PH0l6Dd~RMI_zxII3s(2m%UW$% zd(*K|-V)hjwvs$0B?Taug#%SKrCvAV1cqL^kX6V*_AejGtzh*Jnlj2K9S|t#mwyZNm<9R~MQFM3l zS7Ou@%YeTml*-@>%kHp`$MoH2$P}yPB+c`i#w6g5vbb)&nzyoIs`Qiq=fg$izTwK7 zXHWL`mi6Y+m*cait!odHA$nlvPzeovzPu;9c5X&4(;Da$Alm{em@m)6Yrt}U^4st#iXxtKw z+!g>OZZt{=|DS2|D8j6meS0**hc3hqfbj{W{c+`RIMQSXTn8H=#y~_=*uhQL&K#)N zZL8+-Vr!h%0k#VmD_hl?{LTvnqt^5LK*O5^y&(C#&SDP3@l+Pe2>e1&xlSSK^2xS)uhMBKA~nX6XvX;%)s8;A;obx37e`}cZz!g=G_ zsup8bm*y&|6Nw?%*naQM=z!M|gS7kHP0$cdvN3Zm@WFPj zYd_UFdWXmqh!jn~&Byov90)tv<{!e}sx;8kRN_=#@92R`fD$bIQuZZK4K_D7v71Ay zc+2AX2C5pZ!MiG(4}ctgV9Uo@ga))Jy>(ei@HBbTA@X^mMbkM-CBV204AEdS&EL-b z0Ah^(czb<#*$+phq^$n+MZIh3tSGGl2}Nw^!XpWC7)GwD71$pjoOB$zfV~331Q2IL zF36ojkHs2ji7On>oax|VVqz{mb2Y$FrcM{gxRw!w84|&oW=ItFi`Jxi-Lfe);f`iJ zYDH6SIc}<7w-`D%9e_N^GfnI(`y9a-T>tfmK_~|yS4jom87cGNk&;B)S*&90e&q0~ z$-y(7dl5ZdkD4iJpnmAEYt8VGf!Tp^f*9h8?hi%19&YQ+a!^B7KqLZl zZ!b6w`qI(`;==9VaVPOTivIG|hT5sVY%6Kn{UP;!q23Nq1Iw$RxqQ#c8at!s6;WHu zE)hxm7e`&kAEXd~$_%%MGju#Q6W$PUmg;dJpekyECCT~uRRqnf{AXj{1PKV*aoKU& zN?iNeH5zbNfJyt6D7GfLrobx!xvHy5b}7;eDY22$F1Peecs5I#2^uo#+;v#H;6A0( z17{idPjsx9yrPaaM;3+VR4clqc~6ve z6jU)x9Sz{()^NrEXc0kw2ou7)_UrV$QsWZD5uHTs%-3YCcYei320Q zUPTg*(-sS0&eG-eGY&xG>wYmN2?|LLU_MKAn*mGl8#YY~to#aq_IaR?ebGNK0GpAl zS~!HYtbh|}Oa1n}+7JV<8uU(`tM)fDq?|z9u;yH}t#8Yr0|X%89G`iB+yg`aF)=YFcOFQeTQTH69V z0SYSMbzXfJ@VXkUwNQTM0Z;;rZy16(Gv~v3oT%+%w{t8o&e991+A1d zo7T1~0Bsf+D5p>fWZenH>^bme$`gbOWw^}9VYcJKbgT8juu$WUazeb zGcY)p4=@@(V175Yx4}Fi5qJ==j2i_>dTXFP0tUIhyFKuYFPV~o2>0VUf{-IuF%N4- z2DE+e$yYagm%woLf07xtFTt#~q8q3v|JO&hrT%B;0~sLbu-=@=uEk;g+@j8fS09zU3$Xw=qybF{F4_xBp;E`otw1^b z2nNUhH+R_$kjX5Vl?0(CCL!V2jiU~lU>A`DbwKoi!6Jqz!8;mQ$Kcrt#a)TP6qzJ* zc}je!9$=yX`AR$t_eHi^mi};!2E(H3f(;y?$BB{#RHw+nH;b3ZCw+Ewa{3h&Ris{_ z2j-~(<{1Dpp}-Tl3J5_Mw*=#>KqqN`v7@L~t|KiX0#6n9*AKl+O;$`?_a1Fq6i-2kdls*d(!`9Z<33#1pz}1B$@?v@c z*00^Zw;Evt)Bpa;i0+bl6!oXJ^+e4}k)WwGXTPgou;vVxSVx)C1Ut9m+{DHiKl1;P z5~Mn14zJ0(O1we*o7ZW9*(K$LoQDLu=m2mdVqhGJnAm&VwPwzH{P#Mf4E&^kN*nJI z5^PZZDE9w_9~uC^8DLM9<$Z<%Eawt=V=S%*8lcyg2Gj?P+R@b1d_yLfZqWG?G(RwN zFkq_l>{g)RBz(9L63Pp!U>2=atq4oX(UH~X?qU_hDU50MzM3;@xt!Jp)XVv-QPe5; z8*6kjgN>>J3pf_F{64H%oqZ;^DzntN~Ihf-pfQ=*N$Nb&)cqJhfZYodkX0 z2%`!80gy=$YO7k5d|BtwZ)H$)HXRHm2|w+H2kwa4yAvBH8ox6|?aclJ_id7J?7zAL zfubws4Hc0U~;)e_V4b^O-}Vc8%2pFt90S)H%Mgmpie-F&4%DQBt(J3?97O_{8j z7UUw&j--wz74U@ns-`CK^(!XG^CWz(EEeOGsT@`k`_pA}4Gt6lv%=CKyTy2*UaKce zx$=Wo#0HY9zgAh#uJiQP!rK=Bpk{xL77StJ(bjM?CJD{OEXAM#T#GD`UMR3`s6R1P z_t*5%3}??O4g#w~ZG?p^5U?ED9YFK@=lc4eBEQ_d3n8DQ+t<~SKcJVRC_#SSJ7vZ_ z)*lS#U}GT~1b7I{%qZyJv4iO$ByaZbhF+g|Bhbra1{&no-HW$H`5Pakmvyh1%!Lbz z&54(j5sh%8brXlCvh*T)_sKi3U!d~O-z!Sg5p)L#@%PzTwB;1zoQPa^9kmEO_^1)< zwQu0Wo&L)iRQw5S@=ul57DN+?*Ica%YMQvAxhz%IA8LX}w(h29X3p%2ujX_(0X)^~ z4g;O)%pS@(qJfJhZB^30t0n**;0S+mc0t?$Ndyqs>i>W%_E#1#IgV$OXCrZYO>MD( zpXrCQaBYN*Y!Kwfqxe0*Utrr8_6x<0U#}cregH@8)n_nl2xjj1fkwxS6!0QxAV{wQ z`E$k0x;^)aJO2|MeL(y7CEIH>3Nr1E=BJbjsuXruMm}mocNHOcZD+B9?5-1vfu>s7?3c{Hof~ktf&r z?~(O^L;c)|U3(85_BU325Ot_bPHQwD?xMfsX}0=4a9xO{egMnmaDDA&&>S(cF)giC)@yE z&!%(6cEr-S#Iy3cu+P-CAOQ<|P&0h}%oo5SfI%9y#p)kFLg8V9I@mz~lY+1PbpBro z!0@MQ;z6k3-GMwmz`)4POgRrFh2aw?I$6ezD z69cex1?gh4AHZ-N%zFAq?YrdZKgVX^@fim+23XBX4ljCAexNLWZT~2pgqe%6T0@fM zFzJe&)EhLho)2cfkf<;=wnc@`C;YQMBLY|!w%pOWbOe;BOpPZ5((aev0n2;GIm4EJ zi&^;mDPt2kF;58sdJT3|tFFOzHXdMdHB%FONe7JMfH4hdCCyhiWG2;r;!dmK%u^}> z4memp2?@|M0dolabq}=I2|vIIRV(rEo4p5CG&a{K4Rjn5kpiXFOLu~4PyFY@YkfWa zYhJrDzX88BFV z1x7sC|NZfQ34S!-M*uQLH4sCAUf2x^>R*7(9=8EB+5o(iXqg(DQBQbSIW`z;ECj~^ zq{RqA&=-S_wKkSL@km?dH%A(nya1ztFso@-wAj(}s;}$jG4SsCPiz`X^<$Fm-D1MV zk1#lWKLeT&81}|#bFjF6x5m_^SP`_@^8OlB!0LxxDw#Mtx z|7thlxBuDmnG;T9hy4`+=6*1h#akC?DESHI=K{ku5*aX02{1qWF|0f})_dNnk|ha4!MqpN5@KNwSFs9&+!wihQzmmQf0|HR))&#W`%WDFhACL-LJTB9U z9$E-B2w56#|0xU3(3FnR)>8*kreB>$p@i~mUQyjq6$yUcmNhK`UH8Mv%Glo|mbSS| zG%Q^CKiM4Fs#c&Fz~&KTiFErPWsl5sdw9PF%&c$rZ>gW%WzT3t~dvVk1?0f!~a#tna4xD_I-Tn=#(O* zg`}Jo5!E5eo)$z|6ULMwWXqB@;iN=DmPodWMkqr__C2X&55>uzNGc)6+RXF0x}WFu zyzcv-`@foKe)F5__r1Q?_w)XI9$uGFjWCW6GEAxY>i*%M;-3ar;C2Hx80&5ouPS{c zxdo4P5KmazE4oTi?w#}cvcZg*^yTe#U-l@>zV#WnI-qC1u2)h_No!j?F+l23w|yJC zr2OmXAEK7BWy|(OS6@_ai&6AzIC}(RfTRdZjl=N0Fg`BBO+Cnb%TNmiAiqpuZ__GDVY4l{zO1++lU~ zR~o|!PS*NafnqouKDy^fIf=~X`#gF5L|t4v+1JGvSKaqw zR_2LK)7GZ~y}rfdtMIPwv8XKs(bXKWFxrgnZsNs{86=cZ(Eqi!)-~ zhve7j7+@qJC@O!D__`ZiFoMD&=e6S6mZtd9v=|jP)@=uuz*V-Nsqs3ai>tF1?8V-D zvKq&7Qp1Xx|GkSdI4Iih&ku0OCG!S|B!7t_oIFGpMZx(pHD4*)M`NGX-vMJ{|9}94k^$3EFbmvPOnKQqEgf%`?*P*1JG>ZfPMI}4wJd4=2GOpn>w zi(T+2ic-5DDlwudz0#q6L2r_5?UFP+1ZHpJ^&XvUr@2H9Zh2mliQ_|YU+@bf3GY^W zGL}`f3=vbVfK9JtR{~Fgk2?B_?Z%NamwKm@W(4+EYxO@3whK6Pt}m!Z=lkj2;RS;g zFOPF+WlVG+l}i%_7*!DFsJr=t_KzYtBK7ZGh5z|E{n;%8{f_905amhs_LF?aB87vr z$M42^H=IWEz#3nQ!w|taLtqvV;$mNZ&|K+t8aAkoh_Wlat-ixAe^ZXc#E?D54##KG zWwt#Had^3VlVktuL2+9%Tiu!#bhA@8L6XCHTGg=BHR(HLbJo((xvo@o%qw=hSz8NC zr-)TIYKw(hx6!1rT1zPP=+(_COI0V;uF9m#dEo$Z0DNK9JwGMI(jRB6xb7VSYhvAX z!L?T+=T#m}= z``&$BlF%c(MfQsA&(xNZGfsZoRr>@pal+!#_+vQfO3I>!X9+p-e@$_^@|=x1D`j0L zNSxmdXDw>(uT$)qcmDRtZ7FQnv>Q|$juU}LyIqW`oAsD3z`RQA^t$?9xkOuLD!6r9 zq4)PN_cV5XAG~JhIxpP(n!K;%it|6_t?gLeaVswHi^N z285&i`nk`TEo=O><0c-}woCdNPqw#|9h!Fi7A=e;ekk1OtJVk}anqFsPo4Qy7l)s> z_?~#|qU9@hzQo^HH;eZEm$WsKF7_J>4*!&L6W=}Qj-`+^frA7G2c!8DQ3CSnEPpp| zRp%^t4fN1mju#vPT@1a-Hlt5uz^DCsL+x0(or$RP;f9}~c6l`X;xe8r<;g*llbqY- z;DhiDLlaJML;5y}y6w zHbWFS6rpWxC#B=}bGa@1qh(QdHZo0Mav_R;!`g%=B(x{p4`x}q#o03UC@kmr$ z`~zgDhi~6K(hFvAOgy}R8O~nEF4>w7L^C zRzdy|Iq~RY?p19mcGB_k>^Qo5g?Ey6OoX_Jx^FTqGr!R&=dD3HMY+&x+Sa>_o^RiI z7;5O~f)EQ6fb;Tqap-w~|AUFMTMOU`dDDQri<4FubD5?wvne>o?-Um&2s^pq2t&lM}M+@toS)2Y@jIMQS05O^$Q05gxRyLM%~uz*vAh%^t< z(pu9E#9_q_!#zdV640eHIn=`0p#;e|O)wY}&@Jy9GK=s6LdUA@@+QV#3PBCySMrjE z`=x!eD^37pXkujIz7BVv=;|5JSy?~lTXU^-D8xYxWl9w!13wtLKIVREsi!1HE*2fx zXW9jl>pl)(jxdP6?8oT4aGdn?3=LmEF!V=w3AtE#d5GMNpq-wzBp(Ie!-abe+3Ns% z!4*AT;ZXcJ8}xR0HANT3=s;2-MD@Y&E&@3myT<|6j0JFPnO+~M)vH%yhDTn2M!rG8 zV;5vdD42+Aks@g>I8rlHg3n>m?J|Dizu)0+3AazW6hgN~3LjV3(mD&3oARYIH!!P$ z6%WI%Yc;n_k|9$=M`swD_%<=IU?hu~OAA1{wCE|l$RDbPh`*2;^GA`g;$mV14j?=K zP=eDANy%SEbF3xqUk!EjgBZy#OdS7bthWhbx=nZSJ_@KJk{`$=C>!C}UA*Y~ zWRvpb{8)u6jOi|&XJZUB?o3^|b&!H&FV`lez;~lHA6+EfKey3FD(Ey?aDx@7j~T^4D7U(OPagliiks+~O2{MA|@g&IqY>%%r*q=Q61Ng|*g8}Bo2T0GK z!QF37(-FbLO0dECz6uanw{G7y-y0VzZOe=5g0J*Es5KyRvrWFNtMJ=^A|MM03zoQ| z!!|3?b~~@<~z2NKofLKTdY91Ni2p;f>#RERx<2{Cl{8W$U2X3splfuq#m!4R> z2$fSEiwj+sa6_a2n~^-;CY@$0WpLQQr{u3x)08-yl-y^zjUIR0WI zG=(qSB{7)(B|Owb*SZhP;J^vX3iRUcff0e~h%+ zV)2r9a4Zf2155aCfSEf*Mf)C?d}BO)dP`xf6w#l10T{78?x5`>1PT_+jJHuYvIr=H zA3u&`!@y!R&M{vy-F-o5lf0W597IH{_}^Fz=XL`l)QXj;ErfW&#MN@MQIPfNbZt6)Gh}dKF|p;BafeY0 zb7+~Yki(!$fL|aUW4<6DAOMh>o`bWz;7TIzBYmOpb2@Wo%$HqwQi+TSUERwJQPe!PHxPsL+p=0a){w(CM(w<;?O zg{pmEpW;R^S5gwCQplT1rRLRK^m&w@o!!iyU&+Z?HR5)HO8vy{zUJ@WH||LQ>n&Th zupELJx+hQi8!}Zh4UsX3?%05C&KjktrM1?s__MT<9Ob2WPO`ZD0|WJ`)a%v#-(L#+ z3ahH+4BEYG*9{PCVxg0VcW`nn1T%Ck*lz)(2}s-Yg?EomozTzX2$8FNCJ#V@PmTk z@adLKW-t~Eocfp(*TcegAp5JU>omp1#U*|4@uVB_YVP3WxjdknGOM=5TDNKCHZ35Og(vh5*Qb-1Az!nBOCIb+)v`zEn<9mwyk;t|vq~hQVZ2Hp6oj_HyjI^J(|ZFdF8UcP9kQ3sk3Opa|C*|k z*oYEWh>0h2cOw{Bujy|M2(*;s=K}N`i7>ThkhH1VcS&)_vrHN9p<&3pEepa4zKl}V+$bs%$*;v6Y6RdJk#cC6w{Zts@X-JwSEGeE z4jL>dC`j6==MEvz322Yv2F!<I+$Nl8%EqFeopri zQXOj>4;XnLQmu$(0JJ#4<0QFA|-$$A5a^-=9 zXgTma2u}vGQ+W_f+bI^5dmzI34|Y@kd9pQNF~K-A-CNZ50Q={qh4G`6?_3`eapFtI zYM3j5T*HP$Qu+w{T8gtF-Z|;r=(wjMft%oWn42CO%bH7fRPgxn2l}m!4r;zrZzDDg z4Y+u0A*NCwn^=I9!VcBb+bWEpAv9T`*bD&MQ8UNo1XmJY5@l{`G!T#3SC3p=7MAvJ zzjGlc6fF>nYZBb)c;6ZCB|o7eV{}7AxK*1rnK(EP4Gv~|P1&KyVrP^?`V6{9NG-t( zQ7(Q73Z~+ST$-Kuh_WqpzV9G=Y!+XkFsv)+dkpJLCIGQ@lwOpgWv(xyH^DFmC*7os zic$Uwta8%a%{$puzB^=zUKWMR74MpK;t}Gc&F}(0*YD(-4NvWx&fOCe0wHa6Lc=wX zwxFm`v7=&Q0$WG6L;i(`cSeGrD3a>OkAHvxVLE0{fqmyQy!WSeCLg5S#Xd@PXfjm5 z_S>LMjec(Y^3}n^P~;Zfyy6dG*DmZo)464d^Of+2C^!_-_~8cU2}ZBVBS#Huz0;?E zxk=E2E}c;`^94ol|Nq!OaJaa211!N&NEaW zceQmSV=^R+Q*R9-!kt&5p@GV^1xhde$DoO=)N~PXw~6maj!}Kc*B2<9G~#zardg&DL3VY Q#B_>=s<8HE^=Cwso?$FeGs?ad5P-wP9moXJTa_F?VvZbL3@a{`S95V6t^E zW2O%TYXBF4x0BFxgn&RX`1^q@5iGWVfH=sK6cJK!%R0_>PE*-=3OyTMUCchQNijK) zLu24&RA8z3+Vv`Pe99zJqaehf@>vA!9j1t)P^(e+$;9wFacte_2vpl>!qdt;$9z`$ zRnA?zndyettz_W*(M>*0#NU5*{HRb*$bW}4Bi}_~^8WoU#rEa@AN~J#K=Xh1gFdfj zY&-U?3%7+9M`|GRD6pp+ zThB|;s%!per}OEQoQdf}=J;TqP@qPak9P&j!^1y#-^sM=D+g}?}UYg_h*VxBC!~u z^r!MggF-^oA_e_~0^b|3<7u|LUFhyrmX_u>H#g6H`RfB1JLX$yAN|tP(;@o%`~P?d zQc)Fo=$V>QO-)TT+-8oO_V)Fa4gDF|iWQWTkdU|`r=|TFu3q(beNSp?*pZPBcXUZc z{zh^TL^7xCS8@>%5v9bqxVWL7lE5iaY~Ra~IBi3skhog|o07=?o;Nr+2o;x{ta|iP zUS59aT~kwIY-TpUbmq|VYjU!RNEzG5#|JRcyvN@)M!u8KBaV!cGNVL9e7LhrD#!+| zP*hZej*mb3{BTvaPS3<-dI27|K3T^0>-2t7($M&o>-(xHu={k@HMDi{yI4N=OQ-2y z3ol|*QpRN?8yH;jvME>ijrbdYRuIjR3JVLZ7plKM-t3NNYPLGjZf zDs|}GKFGqtjWazX7$jtYl``cRwHPVLX5(RWIi8)Q!+EZCFE)s+q1e4u*Y%y-W!vKN z@+iQ45_)@uAMeg40n1<9-Bp215C8ns_IoMkCDO=!sc(`1sho38tZx9pj zOI80^yn3?g4`26J&TChX%CcrkLX=bHBUrYipD zXA0cyr!z`;kqSR4BZYr}!cH$GrN6Jxe5dR7bkf(6(Rz{WPD`J7FX)FxPVs8H@!4I# zDkUj|1&;$u!GilA#3Y#xyh90tLEd<|i)~+P{Q!HsK+3ePSx2!+&WY9PlKet0_UkIw zxA*bJ5N2#rojz~+lL`bK;CkaBH%FU0sV2+%ewg$d^Li*}8L!fEF&JLA$?h$WmfUCj zHP?{!=A>ty{0Ri$n~{clbTN!VPzi(z5LOw;Z%?^!Wj-(Z-4O0)(OeX}rxJO!N4^?W4 z2<2GW1}@cgne4+yQ+nzx&X4O1JJ@kZxHZayn7bJ4{Wdo*eS{!27%X8_4r38M|8>qZ zDn5K74~a(Rc2v*{Mna;f`OaRX-BP<|`M1!>1a!^fVG2rppGV2HCM|;=DEGGz{EcvG zk?oiJg8nyu4YsClAEgb~qHs77jm-90-@GMdVgC3-0ato$D$L*D8f1xv8V9 z&gTXwx+md(%|YrX@trj(4CJ`OUs1PYM*1pgO7XudubW)P4CV8 z=+*D<=L6W6ue8OVkLG?CMf10<8p1fW^z*vWBnq|bhA%p{i9YY_^);=JfCL5Ij#(sR zlW&59em(W{*bNb)Vo-Po6y$HeRCOj8qt%FBZqtO}X(r?3CxmNAl`XH=gj z*>ZCMkM7GIuw2JIID-X5pT~@A{CNE(Q}n9>36?}4WTQ2jRqhaZRjv=-^t8yBsQ9QS z$>hO--A?kQ$2gw-Q>7-kK#Wkoq3+t06$}HdKZjL2gJ!m*oWebj`{Q7WSWsMo>}NZBynL@h0W_4^7=yh$!_w(`)TAVPiUIf zcvE<|@?`O9qhe|YU9r_7(fAw-OW2T%|FyaQ+P#A;E+NsX)&Ds)kHp?~-63*p(=NbB|E8d$y-a4V}mGjYJQ`G0_A2!m^#A)r7UWjKYAIg~ng#n(YxDi=Sbtdf^$Za7Y+vaCWQC=g(IT?Ep4ONC3!?_n9Fi zx@Xfb8h__1GA8Bfln_URKr)a|>{(9L z*GOy6-7n>OHBOc_Jwqw|kgWb=|0>fq!cSHf6Z>ZE6OPCqObm(W?ygsK?DM0lFL$S8 zuP#kcA;Gij2>Ul9c&w}&r)>rohRyqAn#%fl%`@-bS%H)z3wO0&UoTrh;FfZk2}Lag z0|Q+btlf)=vhNUC+$Bj#YCC=i-GTmt|8l|*G*hb6D1_v#+ne|BAtU|rTMcJs62Z?B zR0CxV8qI##KzR_Fy_W8WlcjLy%cnDw^*BNp8OCv!4rrB4YjohFrgcl!+;LOf)O1>#IpEj8^mL_rj{~J}ckNDX z-N`I?vs^}|ooOWrNi=L{`plO$*2|9VIzh!Uwhk#l)KJ7IOizr5G#U)EVr9puYzEs^m27VB^mN>f+?u3@ zy9H+CPu>{(LUlV6u*b(oB8$ReEFJy;Qov&HlV-+5bLoY*d)Of>Dw0in86u=MWMr=| z+P^y8-VO_{D3Mqx2f5lP#1ZT{2@l0MSR0VGKbBH7*4r@Vb2H0}X^-;=swp z239Qcc-@QfLlh&?e%C3cQd=7#DuDqKXkq%*{T7Fbe2$wigMc{x-5NdF4-;v7=}O%W zv#GroGz=B;Td!g4L@Ewhv$$yd%`qUS&Q}p@dpE!pm6m4QIt9W;+C{{yv8ge0srTzy zmJ&31TBQ2&FyfH* z>Vpd7u0~d%6V#18-pP&FP>HdI?K&^{^Y|0YojVXns0bG z*{N6lsy=GZ;ZY`^TeZdw1gACXJSgl_kv!FrH)Kq;}2uXuC;Oi|&b@ZrfQdMmx~f8wT@%L0fwOO#J5jqMI1o z)z#{Q0`o6gGFW0kbT;j$t2;#~U~rlI%1XT7JpIwF+mEuLr3SJEVc}bbM{Q!QhJ=2k zSn+Z#OiYf`?ZFL)@EzL|Ei_jY0Sd=Q?RFR#vJkI)M!M3*r+NSy?JBfpHO_l`MLwP8 z{6WK@fSOG0uWeg?e7Unqknv*BqJVnvhc(VgVcgsd-SmA+RN|&mUY%$2sD~2+));uh z98xQT>*@ZC)*gv1?Q#X&M-Vxgr6Im_X~bee;;7jf1>`4v4ft<-B}aD(-~Y0+!t`1b z>FDN`&G*BPNbqP}t6yzrT5ka&GzXBsGeC2kOT*?%XzceM&u=K?q|3fVv*D0{bSoF{2-C;O zD!q=bDeLe1e^kxwqOLe{wZ! zh`{MM1JRZvlOcImp3tdNY8GmaWnoDR*mmN@`-NxgilHCz zk){=)`U_i4M&nNqDof(DJV@sLvY%aC?mKN9mi&vW+XHgVYJf;*;d6Gou5)3~KJk2)?dfy*DoUC0|{18E>nw~yndjG8{5{`kcG`s=v0~YDNodj6iqxBdO zB{i)Fkty!%;pt3tTgQ!bES(%&m-l(_MEd!mT8na*m0x?Mb&|hs@631l#LNDL^BejoR+#8s>(R#jRw0t4 zTQl^b@40{TMT|<0k5+lIq9WPcn5lhq3~`qkeDWabNAmO*l3@~Lw7xo1$y5|nZ0F@h zvVAYL;Zi!<7Vt$F3?o$$6=zkw%59UirYrHr>O3}viV zcJ+OGMPKFySn+sP)?=g~F&Y{f6eCv6`H3!@ec$`$tq*9)KYxDmYPMEa>CUwEXt}}q zSk;BmPi-51p$Th!vAb1`@3r%k=U2P-j^x08BPfO9p^X8_NOcT zTI=+F=744^F5AlRcq=+ArX+XB&X-10Pv7UOSPfFZs|>z`MwBeCMn7Fmf?a$!{Fg*? zM@K|ZiweWjRr zWzvY`hfK_bm7~)}F=+F2TSOZ?t)ikLk(JX2>HQRe+Il7DzP%Uu z+ZauWa|XzItIA~< zd~e2eW5P--U||~)g}k7l!(c8K%?4JFTq1+H=%weJN#>@%f7$$_Z1M!uGUv%D!cVtg zC^^Y^tEkAp{uD}Wx0&}LIl4w_Oth?5&*X~MtHu`3WJzNGjqr=}J~Dusq50Rj*M)_R zGGj|8^^xM{lLW`Jv5NE)(5`rtX=L>F_IL0)7PS-O(i)C$q6#Ht(zBTD>^O9Q=;*C( zu}}K$*)5a!pZfp65+C!i6y*!YEY^Gxnf!thjwnF!qcQl~D3(Tx5;~cjfa{kL97;{7$A zJdN3g7;5Byb0qr9uYW|~t=(GBw?o5*(>8?(MbC>Aij+;cTy?pT!~1Lf;Q7t`C;NPB zJ=bh6@zIoU%=5~&{*#49#(E3o#94$(Z<{rSxyfGP@BwK_G=s(_qL$Ux@T2L2qzBj2 zq{%`iexmS(rz?51@67Ea0Tb(8RE?8ED=n8R9c|5u*>Y(4j9Ou7W%9(UtMKq>k>BOV z-op&@csoN;%Ox4kyyzD+nu;+0B&w4{T1 zFilV*;D0p4itT8RwCNbFfps@ueT9qS;12o6dM}A1BKq^~d*KaVcvIZYh0y4S2w}V4 zbU&6kUk;<<(;GQB?rcW>%w!cc9B?`1Z?D|Q%F37^`VuO&%%(>+dVfL2`?+5pNZsUm zUOI;PUd4d#?nlI=ScOLnb!a zEwyBgkQdaM(9xj5>KhCbB(}E)KQhw(T*Za9l zoTlx!4pCRhNakqnte)#>18SEV>XS{FHBw+rtqCZ;k zN00||QdGqu7AWl>jy#}Lbup!f;&9SG$){#{z%Vh5rc%00 zRXZ6HGA^6(q|4>Bd^O-$0jQEGQ-5hCB=n2E?ByEH0xCpVWr96ZYS_}44B8hVA@o?6 z75nLc3Qt!_uY(oMpsK2I&Ch-sP;XB+1WOS7edUnYgWaXy@mjELlg1P?d3@jI-N zk~&oG<%X{NBu*ZDPUk`)@+>bJ)E9wXafm$jJYsZvO3ZGrkpiXZv=lzy-r_(oP`7uh z=VWRmal}fw!a(}#E;-r7O;1Zol!WT}RI}N-prWj!^-Zpyk|S&Jko-#<$6~6<&1YUR z>9wxdn^Pf^kFL)bpRCi219k0#`>h9t=KrKf%O>mllng`U@M~%(FE`FMW1&zcQuV0o zg{vNbBSo{GI*X4g6Zgu?GbZp34h%1>);q;E9)LpW(?EaN&iD@c6c#E8i)Wiv89*~E zNz^!EVRbz#Oy2@v(BHw@Et*^|?(UwZUvKv9i4n61gNA~j?M2VzpOaORKi$9dtURBL zJ9&2C|70$5c*#0S@3H{xOgOabGRMbrcn6%gwB!KA!4_ClVIOEBOG_{ zHvGFPw=)TeH|w|K;*P;V$|L(z#RRcKc4N;M&J@!kV)_7p7zO@R9+1Vtr42BfXR66~ z5E+~rIh_6E-TD_q;M)GE(BcrFDtzq1#G;z}*%Meee>ATb$vr%pxX^$`zRe~n$>U_D z*VZ^#%WfJK*48hgY39-TrD<5!|+S^dhK4KPD|i=ZP!-Q@!2Q+JRNh_m`I{usl#~<$6BBLa4@?Q50dBkT8?tD%scA>->?ko6DpS{_EPPN* zFcb}LCd9`_QN!NLB5!zoy!j}dmz%qCJ~~1{#YC2GYAqSw%p*Yb)2!)RW;-z!RW^CM z?nBn0gFPpQ9QE}nvUIA{*m|=1h*g_TXYsWYnyHXbbeYK>-_YX?2W}fKE?8_$=a+xG z>&+}#&fof}1jy)S7mr6|MB}>|&0VsY{aR_+j8DLFPb$pFg+MQE~8$2}ao%P*2UV27xYy;u{#Fena>k`>QdCA^MmK zA`#J#rp{}eLgaWzl?MX!#o5i415WU{n(EYH3J4D~@*IyxE%!Y|%)Ho^pWq9qSEB*;V zoBdb8lJ|Lcwm^q1=+zHnXTk8+y2czD`WN!jQE)Uq<;VL`W~;+&LYWliRCH>fmUk|# z$v1UXtHeM%x``OQ%XaOjbh{WZgprb8SGEQ+A8tWQOTq?#o=^w7nLC5T1PqIfvdJ>l zTsB=gygty-5;`3qZ;Iu{YK0(iDXABcKd&Vvs6v{$O!F!6ibn9)-mpN?*y%C}9TO8` zF(bmRt{UD<&y;e>Vf!&As+jgwL z9=~xz@&)EJI(5|soUAT)kfWEl`!Ia+ff@U$-Nbdoy{UcfxKZaFH6dK zE9TM|76dj7r*7N&V2?($&odO0Tt2oH8|r){@&}OW!&R%jJ!^7aQX>$CciGeX^KUMO z?AEbUBHD2?bI6}E_*O=0P z5QMlemQGgmjg$7LQC+y|Ckhem^0N-=0MvdkuTx1s-t9hV?&9f1*wa>d>?C+*Ha7u1 zp?6y`Q4(36@)w?nnEiXe>3Y9yYRD$!A3O0qcn_UD?!bn=f89H#%CduHR+XD#jit5bicINi9_?tlH|X=$(*`0!L54ZP~e( zuSI5e&95|$h^MDdpWg88gkA*eJpfmah6MT~kUyeltGY&_U+ZVKO*>6xWtmqVt_la# zV~JpGk?+=-$)G7B9Y(S2#~W;!nKlQjy;{Nqdj%;_}pspP_Zd%A9AfI%rI4oB5L|-XK849W37gq_XrZ79~{cF z;L5DHPJ4?i7f2$=^-dm(SL=P^lX8jE%m`mJry3JPiX0a1+V;7YJ{=0$I^8N0Ou3St z)AkvC2!Xnj^PztvC@xO0O3)obG5H^UP%t{}lk}R{a%Y1+bIch9AU{Xg%nZIIRsBOZy**Sg#<2#`csj;Duy{BJIo=xe2kS2MBuDM3x z>+nc}M-GlaVAg~g!1=;@QHTA}9KL6x0qlZn*Mj6G@X2KP#VhlQ>A-)rC4Z+t2H^3@ zIp{?D9PoAYaN3;bY4*TbD}F*)`s^MonLSoc;PaF%7L`r28U*;y2Lm zrzT)XLfH3ngoAapO9dRGp2L^7*97RxS#|JjR16lq0>D`F6B09hkU>2k(aDD2GkzW6 zk(Sb6o!BHJ#EP_{PjdmEza;A4b2cz;7;4UOP$&6 z>D#c~w^^z3VA%nH?#g7K z!=!zbGB-Fkx4c1z4{Z{;=jg^^BuV++;z+(e)_QWZPp`;X#0ve(;cXM&$_JO^V?(oH zIeuM~%|<&Jv5!P3*1EQo^rIq*{_$1PM0=UN>hLV$S9VKYP%_TGX&+JprCc#>nh+Cv zB8ESP^`ME!2~noR@#p6wK|jG7HUtcB53H|8`ue4k-7!t1vq6Lo^?alj9J(0xKF8CB z)_MnjiCFq-tt0o23A(a|?`pXTM`(+^j!{l)=LyG-rhj+cAfeIt{PDlwQ*-sOH5XHQ(!2{_$*zZDAL(Sy6!C# z)jS?8R&&g#O@pNnx8C0{ACbvUCOn82eJLSt+kF4d&1I_Yx&DT_oQnSAqdW;GO-gfK z2R%vIu#}WJ!uQwj*34^ia+)7p1o>RbveVqK2Smk6pWCyJ+tUl@s)ik`!87GU%`~sW zhdlg5uMOM&Gn=t}7JZ5)dDEM{Uod@c(b1RGrdtc6KWD;34)_m1nMO7(k-g5zS8bki z@8iuR>q_d_ZIQ5&)bff=-7RXpw5KuHtV}p$?K+HczOzsi5_#Wm*aW?0R=wqbYsV|9 z@Ya+WG0kpHY7R8QIDn?WAq+(gBt;(!i=xe1=c6wOdynso-J2_F**10Wqa3RL1vrw- z#pM|F&aBM^-O*()+wQEx(4w@AaPjo{CY6F72g$IaZjs`&%Gs($VRqiciZvX6<_J^h z`j0Zlj@@aiba}F>Dj5_#JxaM%#4;mP^A8cj{Sf5DqmKRjqL03yrh|+X4(ng*-G^DT z43oMOxA`XxBR|u|YeRl3ga-m7!x5ifLm28av|c7BnG*WPow}RkGf8Qyw1&B%>9N9< zr@jsd?fE0#CD8_QN(z`n`!_v}FkiTDWXr$l+A#qVQa;V_3{@HyW$!-~Ij}Jq%tH2v zh2isSI%}PV;ge#VZGK6&h-6LtG&(sEb5M|*`QpehJar5AjT4S%QM&TuvSb(+8s0AH z@6&-pb@Eprn!sDh#OhUBKZE5J4=T$kUx8w(Fh;3Xx^9?pazOu69D0Iq@xGi>)TxB9 z9TaIJ$@2^H!U+clEq(%f!5`uVphY!Z?!F0w#yLD}_;7WXdi*sv_yiE#(LcZc5Tve) z)^ooZiXJ(KF_uYv1qiG5WHb^YLsyePFHNUSMC0a!KAbL*I?@v;%=&xln~*l2P80V4 za1i1~soj*rFL4GUE8zuUYsgv)sN9 zc{+DtQa;Glq1M=dEBR@1)1|u3n3^xbRi8B@tU>x}i`5J_6M?g)z!(+{5>4d22>LO0 zR99F09~F2s8X8m~bZly@tz4f{$>XpHbVY3~I>TnwvcUn`6uyy`?MUeoC)H{CPVC|a zp6H}F45*45F8}msQ*huG`~`}E=Y>n{Xzc}J4H^-eq(ylAe(4quXhRq)rE5|grpZx$ zq)7uAGHs0L*oFD~rj4+$zycKi0#y4=jH~y{kA%)AcDaAl1C%XMM-HmPD@vc<_FZgEaq*I zSh3;(PsE-`phpSI!UHNgVK+VI500RgK|fJSY^Kv!6pfC@fio)<8WOC{vn{^GH3z*U@m z3K<(bGLqq91~d!`sz2FpEn0gr+r2DVfu&%Yua$7PJx6%4MzGS9(vbl) zMer&|Pq(lv0Xzbrn$XUEx4H1k7h2j{ASr1#tum=i1VFWba+ll6Wr!-Y!hhM&01nUB z*%r8mB_N(h8P_E5nVDlRAc-tJ@cWmOS?v55U3Vhf0bJ`<-GR!R8t6sYB%a6?s}p^M ztn{pSH%zYU=IqaHp?(lGha5@Slzh0Cuc%o>)Wbc)*7R$G8!3VACjIoy{7ep`j^TAf zXf}w{3(UCX_8A|}vDNhcH2PnNJc)$)(kspuNOH~sJpD#z1s$K8y+dKyX zB>?d01E{_R+RXGJmak20W@J};8m1<_o5SzKAHl_&7ar%}ffM_!fkHe*tSv5`-I|(YY zZ&*GddwqTx*zw2%pLMBqrFExuAkg{N3BJ1c0$KoN4EiPgC4BvR^p7}SWDIfm8lm-T z!cbRMJH9HCLh&$GxOg@^f^R(1o9v008B^#+xd>f9ej{6o!%0{$zktBKyS* z*JeRo7!1=~_AC)z=P3T`oy`4>rRk|#B4RADl(0sqSgzT0f+V+qTtYzNf?9j@XK9kV z92&vi=S#1AsC>ZRYjtg`cYc4z>VEh6EkGfu0J~V3mlYTqGkW3MBd|Y9;Tzq5^iW5_ z(Xc;30FqO1@cHjAwSsKQhCRDu7GBgy#me9zFXt^lhHh=@^6)h=0VBNblZV4x--U(} zr(9AP7=VROX2eAbySl;>v327XdT&pTTyO=SXZlv|3htu<%Z2z^_TgKHX0PGd@cL2q zOW14OvuS>PZcEK%wiup^=9I(J`gJ~onD%VQu3Lp&x9B%u-MentYsqQAiEpv0RbHm5 ziq6JmpRd6hJ(zLpU|M&bE-MkoLdZv?@vJT+3b`E7sHj3ospJ(LaTLjHTCt)TGhjXt zPy9vF1)33jqQO8mMn}IB8}>&<)79vDX|A^d$;*}mACc3+Au`eZIBCcndo@Pk?RSWL zW31JpV%+HC3Ubi*X-VT$gJ~XJ5!O za`~j*U&SU%thZuy%8I%-G!=BgU2RHkDIoSwHAJNQG?4|1(NX&tMBV`UvIvsn9nON z*2}KpC?~e2CRyX&cw!~4p0{cu_vLY2f`pHRH+%kcd^9>B8WnEUNF{ zeZoP4et2&Llsd4HuNZRm#a%}|-fIZ0`!6rA(%jI^IQXtt%y-RyubI%D4K1@Q)@a70J+ z>DO)6`hnL95m%vVAq5OIp*>h0?GG?PD^=Hb6il5HcfvLi$6e?DjuJGnV}G%dzgIfs z({d{vQixIjwB}{yvgs)0BO*n^Ubu9tK}jjSfhcq3l%P&3Nh4olGwI`v-r!mrJaU;1$^!72!6=iyYh8>i!FcE z)Lyv(YYhd7HV==-M@?)ek4{Q* zvv0e7?)D0&3l2_zQ_jT;c2-nS{0x-+fC?3~*o#N;+^%ceaKu$b7W;hpoNd00DMFMUA1ED2@8YE-_>C$hXW}vao@#t0Kd$&Sxps*u;+lCmy$3{sPh{TEDA~`bC;3Zg`aI3f^4dh$_*YyBsu`jx z`WWgHtqFRpKHpuvY>Tp33MX#n23FVC$BWBAg`V23mB%iWloRN3-yG=xeWz4gwLa2P zym~#}-S*G_DJh*CrX_)K_#Zz$?@cKA7#3W$@p)@rh2%%?X-wa+K)Ch>2qkMbGqPV=kuwaU3qlKyjrnNGI?P68B~N^{K+dW zWi#_8q(VT94hn8-Ioriac{c4M+9u`hmsJSkhYfXu`{4YMfMN2MgiGw>LSPoOXtE&+ zZE=61Xkk;<2ZL2w`dTzB%OBsqR%^+mAyLVQxpU%0%`U&mQqhz%7=NAOM4(52Z#WT{ zn>@Ngbck`Gyn zr!sOx08dYX6dv`_rGM1Kjn*lJ1hn zSLhF603AHKnp4)$4C~v{|5L9BV4Bb~Uc>~?a!JHK03Y8^1^h>XT$QCok5vT0Xjb)A{+N5Dawx(BuLxz7DTs9zqS zyYK&a`Pyu6cT{0m^K5IqNzC_}x4!&h=aD6|FX%7bs;jj3%r-xPLkoSDIAuCu(%4lTs z-YWBI+frW9#jbg!&BE~@GP}c*koiG8+eGy)4RvboqrX^`h71-16{1*R{PDCk())J? zjn%vr>Oi>aHNNyBM(XK{-XcH*RP)CD&#_?{iQufva_ zKSzsM&0exBj|>1K87)N{SU=VDFBp~Bscqagv*5}uFo3CY>TEtVdAs66Od`9-%q(TO ze5TaH`;uM|#nEB~Jo%V5U*eFjJ3-s*MAp^r@w~I=-ZNi%jmLXhQd)ku>A-8L<6uC* zYvNDUxBB$0V2NmoxlKx zhII>v+HVQj(r&L!dz!V5@DPx@5EG|voMsJtkyr+dpKxW8ct-77v$$K$*JPB> z#y&QST+v@XIL#Kz=&@uIQu39q3z9xSPn5_ z_xe4}@fRD_=A*ud0<_G^ao&(MquFo{lVMbAu=|gHJ1=;)rAh#E<&xDharAkkLCRliaO)XA+i_1v&Q`z-x09q>zM-t5R^puTAGUy zckv6)kC5U7)Fg#(EZ1%Vz|2L7gSz5QY5pHYy7b!9QcK1C%)YyYufrHkL*oGdOKbI_ z6SRG5d3*`VgC2Ay7+SbBa(C(}7}FKZ1Pbb+EKqP|jSfng{s`T;q4%o?@HjYk2i!om zVn*`x->e9k=ke)v{dn&+zUTKxF3a;(+whphIMsB9tQ=;TbU4)EAzB#NT~ZC<)V9ih z-u=$&yayK8po9)=ej32m8xy!&QGOu~2R3QFKAo9eZVzK%VNF-*3F>;Da7@q4965h@ zfut43PfkV;Oi5d4PQVoBQ`bWVh6c!J>7})Mx}M3%4ldJEujbZm?UhC(Wr+E*H9Q%J zszMjc42Nka4Q^ZNa2Gv{Z?p>w4S5LI#4P8=a~QLEZwIFfe^-1RKZ1N`=>b7ZLlm3z zGdwoct-Dv){skBlCc1k}m~VM3D+46{cHhCL>##FLM}fBpqId5BM*;LlE6q+;X|@)_ zUCi=PJ#jxuztqq!nYZoN<0S*rCpAPg#md8V6_Y~$1VeJ69-{J1O|RMmWRNyXv{b6b z18>lszRGd(k0;{LE>h?=o}~RCR+-J^2ZJk=F%5yhb=Oy2@6%hw6WnzZe)4JY<9Vq@ zkgWhSqffXkmp7t>RXqS{gFJ*2q>TL0fYr#L$Zn5vu01-qS7Iy`H4aLD^eYMn*Fl9Y z`;TrxbsMuAuxOQvZk}G*&@T;!jtXwq&E^8iIkew^dC!5pA#0kObAMTsr9ec`Mv!-< zi7UX5-v@qQ3&*@{d%^dlMj&U1#{>;$p@25K!1_)x$V-{c+2~Uwsx^U* z4cD3*IfOjufg)D$m0P(;hLnRN+4HO;b!RlS&T^LS`A9KN+V}Iwl$a@%^*R%{Tdis6 zIE|9;YXUI4BzoSWeST0(wgFf{(w!70bh+niapypAHgkDrxDNN0Fi7JSQvJ3$VP3pL z*J@(6jI!vg?d->=>y?({2G_&i-@zF$_JmzGYFpCT&#BK|wAl$6bj$Yk=tj+Lzw~k% zves;Gi>6hFqrGjmTXpAW3H0J)A>RQG-7H{JJ6cEUm}J0?Q}gv?_H-6pYFL@;C=lt& zFlfzw^@}$4Q|(TAxt`I$7G&o57sYt^M6_ozhqRV0XOQ*-BxWT71n-d3E|>}1(QEob z1V-eebxi+uqq3?A2|q#mARPi7;xC5r?c6cnv>Ma*j$C7fBaB#mzx*TyopFYmW43N3 zQWn(eqf>o-(>1NkHU}ah-vK^i=Tm$oi6~FLMkHS^@aVT%&J`m?Ci99(9mH$E5;{g)^a5#PI2*f&kKWi!wFz<;(hr>mRHjvhVAuP;qyYv0Y*lF6HP^`R+`^{8KnCjFKq^y-CTrQ9j<`>p6c>FM-r=cm~qRE+w$jN54 z$^g>4;#o9V^wXFUD~jFDXTnB9L+$Aoq`F)@oGh(y2vmZ#SKNy<$DE2t>&7t*G(_>R zz${+YWJGYq4*AgZE_76p5ovz6f)XH}@dxAwI5RbCM;^Y5PtOfU%yPDlygpchb9)tg z;d;3n?J;}yim8zjNTBLQ`}3;qvGwlQuRhz4Jo8%vqkP33eHW5L@2Y?5e`rZAFIu$@;%@`i}GZ+9cHU~T{s9L`SYxBPkeE6yRv{*(Lw-J zv9No3=OosP*l-B#-w#mv@2oO+fO50P{8Md>J~=?`0qtG&rnBO!RX?yn zDfs)kdvW8=_))SPAqWbJ0;`(Vu1yqziaJuYrdq*}z!lpUVt%qEr@`GSyk7KjEY9o` zUKGGt0G%zoS~LzXMN2v?EqeEmi3DB<9zz{7Q71(f;2}UNd6MtUZO-GSdgDmP_VM&5 z6m8??d;PF$Dz~{6Y^w~Wfg};&&z5e}8L6%}=!Y3VGes;*9T>4@|A>n!8N?U>AoP+* z<7R*y_WA1WSsFkyN9$6r29}ub4NtIv6)iXC1%C>rI<*CHqJ0CZYYHZs)4191S0OW8F-tEsb2Y)2P_xGv2`)HOa~v``$&e-3_-Y%@EhP~b6q`pP zxdP#~cjih{!a%~p9Y0keex?XTF@_~}cE9%AxW(0}eMQ+s;46L8saWts?*!o|Loao1 zShD?H@9$i1suUq&vuw&eTLeHW&&MTV3eHVTpm=ZR3cBBWx2AK;1XLEq?*;$X&j25c zD2oV3iJ<18aL*0sF^ykxR`dr3OQmQ_Xh;BJkI1JdQO%LI=i?b8ujbpoXJy4;$N1%| zgJ#nxcf-lg{>3ezcU;kw>F5d+Dx|NZLHD7kX0hZv?CFXX;x)!Y=pel(o^{(-qSPVL z$>tpGwJm^vHd3!(F&R1%2j`(sf(&pZHeO-p|0d6@*Qo=*)8s7d5d^k85|mT=epbj+ z0wXb+N2WC(UxB*$NmBqkfJJfU?FpLh+By^oMFE~sk7PC6&{4Uw_f4>_!;SAR0jT56 z8kooLe4i&OfoLP}ss<>DfEfQH?nhrjPdNb&V7lk~t=M#4XS$gp*@7>j9~g96lQL~u z!-0+cgR#WxB|OBw&-O&uH?~Si1!2d)cIRg2o1;ZRQ->LtlfzlhTl1lVqy!p>y&U?K z+FueiuPyvcIZv|fP!L6wMm^~ZXp&;76o34R!Aeo zU(X(f2CS#wr4LL1g(F53G?%88bkpQR6*Qj>J=rxAQiM`Cir&$4xAiUdLl2@JW3L#K zG5p4p$m56ukPtoaBM;L7cO!=N_c2W|Lpw6SVieGns5XeUNelewv_I(#?&~+VQ}(8* z@{wJy+XCv$T>o5&6+)xlq~v5#ZEfuvdreJErwaNo*k&Mp zS{`;Y%l<}GVp5XRIg_wrM%X-+`iAp-zjnnvUtC0l03tMTq}L_9vGK2liA>m&B}s37 zKio32>Own2pc$OCx@iqn;r!J?tdVHgTX1ctH!4_#o8EGuDw+_nLQ66nH_nE@b%iuI zeck8l8p;Q(%{}@lhdl0VCDTF^>BZZtL}=_$8=_xQ>Xc@_4xAr<4AI%c@k+a4XE>pVePacmH*9Ptr4q}aXl2HPtRk=pW8~=-_>kg;-kM|^`LdYn4 zhRkHIREUfy$=)kFdmbT@q9}W1mUZmC_m=FvSN0yqxbO3O?sM*2K4<~D=N$RtSNa1g-@G*SV7N4rplJj;_UQ-%npXi(MGjA~9zd5U&d;!e z%2P4Jt^327OR4Ty>#N7--8}0I_glf#f~8X4+5SLXy`L}l9=T(UkN?b7v^bAN5{L(2 zz6A=;61+Bbe1Kf)b%oVpQbqacFM>3IdWDih;j%4KZ$oB1%#=ru+} zWTerVvPeR^al<^3;2W^_Lk2-tqGYY+HYquIq3e!eZuwG-$nyT)UL%t2;^_7FCtX@w zuQBUVZj*cqI2J zt_<{(ZkN~^BgfdjL6ibZ*%}uRa``nTrVRtX0kQwPiZ!!d$c&fDMr>Q9TOKg-Cg>gq zS45d)W%Xg1R&DhU*i)e-Ek@J#epUY_3*__fpTDo3@P8p3)8~QlWMN?-Tv+&EfhD@I z=6LQZ;nOyn_A}ef%cxQd8n{FWw5MYEhi^3fOMc}_$Zs-+z_@G8fzW%m}U60waKJTaTF~gz(;txAgJNwW7 z1vVR_-#ATI&71>PS@PEP%L~Zg_^(@JA!`gfBRD-TPL{=vCLH4ITkiOrwL1N8m;#T( z5(pUedZfv9p28%Uk?4Iot5cQykiPbk;11>E`Xk!%KFpp+5@)89v)V)Svz1%=C-3q< ztEtJ|oLP+QtijeI&of>oK2z{U(!9^}$cKYm&~!Hg=mS)xI4mpvlp_2ehj_12i^ z(a=!+x7Y-PAG;0WHmTfA13;ZISXep^H__{s`lTyqEtT9c3i}kGb>uK=3PvBlB%m<~ zc>pwM+CYzwEczmS|MT68EVv{l`{~uEUunK6El2efg+{oxIe*)5^BuVfh=0?>t%nw!+Q7IxFr?9PWD9~QnZf7MFR@(O{$l97SV7Z}*~r4nhX{ocpI zu2h9&b&-1B(dhNZ5?LLwzHT))KVSYYGplT?29?=5;f>mWT4BHVLmgr*o?Tv?M~k}H zRKLYw@91k-Xs_YKD*5_A0S}>4@$ahXWmI!cWRW#-Kmti9Gi@+feI7ZU3Jr^P&7{QsB9C;a`>${yQfE{YW`3zfE9bdVNH=yB!msp zH_sPmG^4915XJ>2j)uYp!>;oKSXADJ)~rCGL+yVQ<^eZw@cg?}$H5uT1uhVuN}qQ}7-=)6P!0Y3+k^jWZdXY+`@g0YI zws(~g&jLlRMdozx;r@2+jy|u40QmCf+SW*)PmC4+Ww3@xNkn1Y2NO##1QqrzM|M;2 zPI6MRPg@2fV6xfO-kfmjw|H6jNIJw1r)f$($rLBrmCYZX&(h9%8-h`V>5ynPn_W zhtbh7^XdLCvdUhr??p2tFO^c&A0yo-w;Qbt_T^R@0ZBZ5*Bv=Av{fSB;ve{&V`lS8 zo;nhX96=Xd1Ej1x7kA)L&QbP}3k;0~uC0dauSJ#dy+0B3QU4oUD=k-frO^};Mhz>! z0T0Etdo=*^T`YX2DR(5pY2g=Gk!cmPPUz4r{aDTyap6A?M+rv1>Ei4(IUbmW8_yD& zpb(UH6`m1!bNTQeZ}9T2-qObdeNmXP?Smh=9e`rI&;V6-98{)9*&pE#!gE4#6DQmB zJ{Sej0{~G{?z9mmWLvzuxpz2zX|wMUR@3@qi)MJQt@<*PNF9ULvp58mJKZ1VROEo# z$a64L91hLnDO+V3EzL3}r{%cB@CmNeok(Kxg?Hjjkrxs4i=3AjnmLBidm7ZBDe%XY z*NE<-rskY0kq#E0zwn+qZNRv9CBEPmhG~w0|4-1Vi);pxAHi1&C_ubeV zf+S|4jix0ktC?cIcw+&6sc12}O2mY751tERsg+ywZ#LO8eidB1ssE_uUH}t~z>VL3 zi&jd1v9_|_xwAbVdMV@T=n*-!%K0(0gx6fZTM{KKxj17-m5xorcISQ5?4$$X zguCSzeRmlCVWdJ&Er6@ySJ;Ot(Bjp>6T#~8eOTDEI|eM?BuZbS8pDX~X9aK~pKG7& z><}wckQSRw=)p~SUR!mWTNk}fqFY1rw9T<5$bL22OOmYt83W-#rW*GjtB3PuhmAJH zXc`#?0p3H3WUQ2+{MK7yW9iLg9XsW@n}W89lr7RaHE(RiD?Hb_TAfW2>BQF*|kZ##>J35yb$4X+l1ie?Vact_MuAO zEBP`a@duKL!}p_WzI{_QA2SViM=V{M4^=KrHwXCQ!y~%guuWccztQIVs~>q>w$zsI zhG%xmfbSkn8SkuVJvC5=_W4fkGFTG=ZJFb8%gksX&(a$pK&P|+vH2nE$#FWv{m`2>tQW4Y*|7WZ5 z5Gr!)_y{94qf>Ktx9P*$yP&AT(GfGznlNHv2@Zvhk)pTo+)VdsA(qmbxiPm_d}QVD zLV_dF`vr6hivJMS-zq-QmhiTm;m@6K?xB?d^d7}^TS1ABl z%>u+452}&N@Q2XNE1V`l39u7rt{@sES)!FGlyY%?p+-$}|D~yoShl4#`^5=v zf}2c9wXWQi_Fi%qwl@6plj#K9nJT5_Z@0(FxFk|EL$AyPa(YDg?erC-l_A2zn&u+I z86R^qOE>9j$9>$ds;aIGq$Us+V3E1Xwle_2 z!R*VZ2haV1Flp!NGzAqcT$DCsTSjUox~JNNqLPpqxd)3-O4-dwp~V{VYXp_Z3O+kK zuU@ll@fM2+Bo|W%O7Y*{b_9co#jHhYV1|076h02tZ-d`r4`zs#bc8}L*Y*%_m4FK` zgr_lHcdhAi=^`|(GD7u*%8Ru<)=ZAMDcY^(`2(Jk^EUuB2KH~H0Y7|G-Fa#+*aAIrE!DEVjPwO`Vw3A}^wulXfuC{RG=$|R7hgKm#YGr7>sR^*iZ-=-^uF#P;8p@_D3rq6dbr43d z2=0=j>(`r_ElWGSLuIc^w6^+<>$p@)-WuKl3=;irP2?>TjJ#cdOXnU3N--$8K+m6+ zcj&0;2sD8}>#)q;O{Z8pzQ!L9{3p%FwoBRVzTH-gb;K_wbqtS|fiiL5IHoxkH+_oU}+)Z8q-*$WeZDoa?214Ty;D&k z?v4DxZ26F)Nr#Gz<@KXPkCAiaH`a%*LJsyw1P>AO7i3mCbRfwbnXNQNmtj8vI@1_kE@A`GbLLvg)KT6Km6`A9#n?`?s6VW#mZi3?P+( zU7AB?T`+)3@06;Bx6*bCA5alz3jvThyjaZycxPxv=vicIvqoZE^WoeE#%CMxnEUS9 zQmwy2fWTaLkqGa5YWR!+7F=0daN`#WxFX@+Z!4NX7d!x-#+Dgiv6598*- z)K?hi#a%zu0dnrb_9)|5=ErbVrMVDqmp>1(O;W;dea2yY9qxoowt(k{=3>^sdt#Rn z;~q<5+mdg$YGALvsm2g`<8HKiX!P)ImUNP>66g||jq8nhVAg8mXlJTrpoKjap4F5g zD}k8uvd(7Diqn@i>kf?7^B&>EF^~N@lcf@$pasgD)}ty_SXu2Ia-2$Yz43_Mv9RGc z(S>2F_cNd~cPO?_`q%5zfnnm2B^?w=)a~+5e+SGV3XaOC>L5bQW0EB=!tSviBQH^j zrqO2^*W-v+*Cwyf+^|LDum0gK!rOLdUMnq7%{H+S++W24of*>WI2*y(FZ-9?{nC2+ zu=V3UQC&@E{W^Y%N|TPeh~qkIKKlCMh|>fST8*maGP7Cqx+5@1YGUis8x+y+_F3LC zVcS6^Olgf06f!DmM0AEHn_F8Ftap9^7z_0OyMKWhyYmsWyp-MALmLmK#10gRpAhF$ zaAw00^2Nb+p+F;YXa4maqdK4d`BXrXvI{tXM>p`AavxgAHE`;A`-!^wDYlG3>DXFz z1PD;emr)*QU&G*5{MgbfUCN!iu)%x)E(6e5tAS;(qglWLDDcfXFDBbDWVLIbx8KcZ zpVBdSqos(ne?+tB2NZVDF%0~9WkoiAaqsnamZzNP(KP=p>DdnM$E_ZW4T%)JV2P(6 zHr*WXZj=xYxszhomg;XRyNMmw7Ku-MmKCwBX2#=Y3IA9JvRz!+jn@*^CWrD%*@=Fb zSdq?^MRFoWjzO!B74&avm}q!b?r165y14r-^H4B}3bX!lj?-5Pxz+%2Le!U$w54Zl z_YqZB>PWB>>DW^3+d1f%RRg?vz5@^c3{P%0|9vR0MLSdOhLiOHMc_DnL>U&xMXXv( zv*PqblV0V;m82)HaDn9!%1BM{oqXFmfAHdsMw_yhcY|q3J~R)Pp4xDAZ^Vbr3cVJf zoVSlGJrfUMnL(@{`+;a_HqyE_@AspN6|~)KUmVE|KpzY`nzBVKEi?{wLqdM_k6OK|r^^qbH^Nk9F}ccUo~9 zAV%d$o!GdJQ+pDkp^KxPczcBN#ov%b=6DP3Qp!XBBzE9UIyM>So^WUocMRJ2yW)V2 z!VU+7tlMh-bZXcENYRh@pK>lF;B^O2%%<3^QqQU@0XLWTH^Pe(AGjB;D;a@kAf5tf zUSNh&>lZz2q8zX!txhmAGSb0Dub+w*du=(1yDho_TK0@Uk!1vFfod4z5YUt^Vi=K( z%K4zx&ell}06Ivn?WOF2e&Am{xt&%6?)vXWS2IYa5PBty%BP>ZRgU^OcRdXm{`ENH zU-M~D%)wxtPUy(h(e?EWNf4^DME-CsFM3G9C)4zDyrg(-VS|0N8TayR{4l4pSuw^y zIP-uNeaV0#%I@(Lf8lBGtKwmS!8==tXT>$40EE_Z0L_~rTRAm6vl7v8sG{wlR6@H6 z!JeSD$qw2qdymOCim%g=QA*y@5@rZ@fs9h&c&(7yv?=WO>WkUQiccxwQh_jJQ*zZC zo|beo&)(_^F+~}YRif1@o^@=SRgW9t5ekMK1#Cb=@fsc6%w6$r*6oc1WDOurj$X|k z@q1G*&*Ld>&OKHFNh{(VA_Ty_P5VhG6)+|MGAnmY-u%Vyr~tG=y113t{M-6;_TTJ( zJ$J`mD++5%R-@`wOfReh%F7tT&)gIoE@g?BNLjRIc=$Va9> zcRx06%z(15@BU9n9padc{H*sTvNZR!tbDnbnP0)X7roLPxC5}7+aq%bOsGBq9T#he zoz^k^TE*;cSsPnty-hJ~kwk6BMIWkE6PB{5*>1r_;kr%zGd146>G-h^Y3kIKVV`p85kZF+qO-=$lB0)a++zwIU(OG z=nndz5zl#32CSp5CV)oMlnrUgOgR?z_!DVgVU|^{9c3Sy*&8h1pcEhW=$vBw!%%JK zckT;h06jC)2cS&eTD}6qX1#ZPlkhw!py`+&en6vQf48{NgElA^Ba~lzHSqZ*jy7_h z0ZxXNN&_{2RUgKZ+?(ZL$4SRHl{Qku?5Yi_W!2LgfOO{pc@Uiz-8KC%5iQjgeLnr0 z#q^MJ;(BoF8UR4#01}mPQUTHf6%YVMu+SP6j%@RtQ13chnx<$>)^rfPN6#`i zZC(Dt4#pnK&iA_zaS`GreJlpkPR-6+H>wV|uCcSHGReK%yFmTzu$m~tO1xZ(Wi}d; z?M)!&F7-H@%MH`H>4vxl2n3*1!!sqeN0+XWq+AwZRd%SyARK)gKMyzA*r4Tc&Ezqs zOT3+WN^XY41n(9>$!%-;9-3B%Ckd90z726s4rTkD&q36MmcdZ){9!0+)H7lw<>_BkHrrU5iBV+LokIJYkS9gu&0a_21-n z6j6;^m({43rr0z^F7m*O$pwKB1dT`ffXZ0X1EzyTRQEKWef!f#1>ThJI4cVQjP5zz z=a|qHyjLm|4S1ktKrxd9t9R{d9)P(3R|XLy(+4Jd({a8N=o-)vLG$lgt=n_5PgO#0 z+iJ|in>#PGDY_#88qrv7N9;FOp5Z@dX6N|?*d0?T2RZC9wWEnZZd}QEZ#c_0UX+`V zypHun0xk>{vXli?nhnmZDW!fPwu58$Vo^$=q$Qm5!_PU2H8tdV-_5erM08+%V6wbP zK}Y?3;=qbrOP3&0Pj^q`0r6(JtafdU)hKL58H$o$fNA)cC%rxKXL*HYx?0M5dh_Ih zrpi?~t(onnmGIZ=X3{xaWR?BG>3qN_0H*6%I2-Gpm{J2s$E!;3UJC>P$O&sz_N>@P znm+z!WOa$?=c~C_N{yhjFt9ivMpPO-q`)iu&?jCa8tGj7{rjKWfStjmHHCTjZ)1P7 zgtG{VtWv6z@tWUT`$Daa)DLNWyy=W+s0Tii?I#-BYU@?6LKsI~JYsTe(F>f9Edy7I2?EvGz28-qHObZX@wam^p5mr@W0S zh3E*q+;ifT`Zh%`8wPeB`7p6}uLp&vV6*`E8>4WjJM+lxU+2c2jhSWN>p8zUH|LeY zFU0)N$8VnNvkET?!*AMIVGI4sl}Wu*k57WQY_=&52T%+=eQ4H~F+;4uh1|RKj&-m3 zt}44nqdpI~?crqz6pK(+32}y4m=2YYUS`cnuI&C-A^}Hq>_SDlt$KEtah~TH7};86 zQYI$-IU9rO%qopvPqCC2jts5aI>in>x%QUa%GV#PeyH>k6+2Ec-brwZD092CBt6?x zX4_t$pKzG{{xa1P=NWR^(p0aJ+_I+bZNcszHbUN{W*?kjD!uMHmDLm>i4#}wA_}AW z3-27(^N3AV{Mcz5V#Hic>iaHDx?~&En<{w^b9Gh^KB~9p6fDRLZ9$YC_&Y` zRQ|KKk3aW*{^7_ut+w)6m-kIe{?C=lRj~_yjEk$-I#mAK1%@{zpn50&L`y|Vj zjwh5pM|sThOGyRAWFdJIC-zKyZwY_+DS}&&i&Orvbezu4veX@wQiA6FiifmHPpiZ4U(H*uLe1q1hTe5o-RiwyAp+B~3F|psRi18Vm z95+Pt9(CqL9LG`)@d<$J3HA`|AJ`)~hnnZU+#4)%6b=GiKZ`Ppdgf(QLoxKH(kpWO z@nhkyvx5z@NIXC04wt^5PW@b^*1c6s*lp{ss)Nk3uGSGK49Hs0!Hl(;{xu zKQz3`(G!guA@AONU}Gm7w(q$8s)KheLWb6kYQ|-{K2y!7_;y8gV_ni3UeSsD^3X=C>|D_L#`c#=>BE%OBdU2HQfE>%?fsy6D$75+4jht%_Krck z!|~Obxs70$Z!8APaJC04kU~d%_D2chJK8NycZX+$Vf5~?x20}%($fosRswJ#M1y?M z4TpQk^4~pNoOD?%cd~5vKNnZeR=!uVQaLP<<-sU&m-uBThTTGIo@w{{XpF2Jgw8bm zL%NUj`TV?AoL9#8JX@vr@$dNI3i3H5&h{Oc73LT-(u7j_Nj=rG%PaGuCXgdr9gzEX zF8%c5pSycI6ad#@y~N$EmAFhXaqX1Bi*H9LnZB%NDd1xKCx zr8-ito^2G+NkzQad@KIth7oO}|A)oJY5U#^sk3h=ETz&E_X(Hjc8GAEJ5*HgcRI18 z;I+OA0txr#qq!b$m%j`}*u3v~@pUbKr+g126T4bRI*A;y6fND+k$%P5@uq30LEMu0 zEUGrm7~|Yyma4H7 z^_!+tfCX)XVSHz%oiL0lrfT@LDQX@NdAdrDSP*FRtT|5U@?~fR6r+7$ySv+wM={!b z5319tx~Ak?)&Zj4Z6#6`UG9Kv;2HhNqg4?6~@x z4_0x&h#3W#=f~*%)!Y3RNC)e#>9!NT9y4Hp2U}}I&eZ-g{-tC#wnZHZ zcu${*!cI};^>4gsgwh6I?RJ{mPcoS2JKB1YtGVC88GEHSQm4o8*zP_2b=JA*AMp6C zWe}DlSzw`|bfcorR@I)ZcthJDMZdSPannJRBI?4n#r)wnvcDl7n%(;PZKN0+tYwc^%`$yS{FZZnaUjj25;;77P zD;IavyCl(0C#A3aAJL+EP;=QHcsUHRc@3MHd?vV;%u^s?NFXGZ9Q^+H=?*&6j1yJ77I)l!^;Tm zzVqwWLFugW)&Gr=cO;IGi_;>l?Oqo+e#Xf(=0B%JZA))CoM~e$asH}Ynw*N_la=qE z(ZkT0GJ5vs%dys)-se$J-`E7}KU+VU_&ckSyd{L!L)ji2ZMJtl9ejlx3Ek zo+F36q+5fiqpNKMfSsW9m~NZcTmH-ao7U85p3xp`Ctw-;3&S;G;_fzPcN(kw9{L;s zDrpX#>xfHyQ@(X#Lbi|)TTD=a+NN+CN_3g7Ov(~d2%MAjC%OA@*Bo!j90^(&Z9OTC zqQRG_1t_?SOerI;Mw{k@MO^f`92qdQun979a(p5C$w}~L#l4CK6!)u<14yaS62E?! z0&Yo5nMlR!NQy|iFo62}N98BvFhVD*>ba5|0q9S8yt*7|X!nJ952LUOhQtr|j5tOr ze4tB%91}km@e97P%zs}QVB>RCqbzMbHOWLaAL44=*CP5a?3cTGEdndn((eU@HAJw^wyh7hygPpjps`%14$!d)}G z^}YQ0wZj{^N{@tIT%2UmmZh=G;OcE=4)YG?Bdlwf=-H#@QvwA}&y>Zn;oKkLalh4m zfe$Y=6P^KtX72H@{bxHa(>rn#j=726o;0YTJMPs_u^&!^x!Mm0V;+0&9RbR)oo>B5pv<9_$`=HjHHXqr%sDHF(zga)c z{nxjdtC)X!H#OB!yFB~0P_@mF8bE(bWEJS^uFx55qyf^2|Fa`Rg$2JBwaLVfV8q4|;bNt%m}y(+Kt_ zK=da@mSq^MzK|P}yOdM-0Kc%A&kfq#(dBN_x$PhYVXy1ea~{-ro#apJbcIp!Lm;mQ zp{IIaZDw-%6EFzl3ic~HK*jF$gx zv~{OOfU;;!^@>mB-yT}T`lR8?yZZacv&!1u=W(~}g!2vRJ*aCXm(I1sO=ceDI|}?T z>jz49Ry6|z@Kc7DBkH_o=Om^#dViS- z4NwAWIlesdGH|fWPV$(+0XbiDM*QHx&0Amn5X(p*;bY?Lh?a5-z6bgnnml(Qn4Z3D zN8}x$gys%WXF&uSAqU3{(LY-EN1$>y8g-qQ*<5kKh27UF#KP+RzY0*yD(DGQ`&?2V zNwzpsWZ5G=B~$$;+PK!bk!yimIw@^lPm;<@-nGOCc`lTz%hhreSxxwCdZhO?BA|1A zY;9!riRD~J4eGZca$eVSM{i9pbXb_nn1f9vAEnbewXGpk>Ew5~QEz)mv*A8#Ct9`~ z=z&p|w1*9vmjR|ZHVDQj?9}_I)9K^VoMgi*o~nvzU_ ze|$8(z1NGwBf@*&9vp6^ZdA&z6y+**8SxDhLWyWv6{TT5OxO_*0x$jUW~87+brndT z$*lF7z@BSfAiRba6v2ao_KR%$Z2P%$L5>nSy?XIlD-20@*m}=VPh2~c1a9Zl`@H{Y zf#NO)K;&fRGhtcwxCsW@?eW?aIkD!NMQY=!PyHr%TgZw-v&f7}-)VOFF!3*Ex?oO< zroc*tbL-lNVD13OF6>K*9XhA9xv~5{oMtAxP~xZ8z=h5t{_KZlZoB5}`>u1t_hKA% zX?wXmBQ9f62nd`CfgJ)wk$&%J;LFke_vKi)2_-H|XZ?|Tts=g|*WBI)T|sZMDyh)n=l6v`5oX0Y4W*F%-@pWDV7A+!UYG%>BquWemQ~7&A7h9n;1(rQI)+-F)iDj zC365F_0tvf_xor%_VD-7a6#H_SsDrLiNad)kD{e|sC2kAu=*TRPcnKM zDii6A2~nBD&aOiK4{MrjIWHzo?vW$xd23D2KK1E~u?`h_%bf$`_H#m`X8>`?f!F^A z;)sNo`yK2&CT}WIb{uofuN{cr|CBsHjz$Lj=MLn*h<`0Bdyh4n9!vM&FJuqZ;_91c zomV3C&d=3y6TJA>c87?Je;k*-&|+or3tBH&uck5Mc@&)Fh*6UJIqhuv?L7kAs@;FJ zPFGP?ZFm>zB&5V6Wx-d;IDL<%BN>Kyd2ju>DpSEM8p*SAE~NnC8I*Tf=q<}O%weMJ z8*peId?ifR%fzEtVV0roRUO#BhE2w zVB*GgU$K69blei(iT%5dc2vCCu3mU_r9IbpaH;xm>W#dsc_0M@Yz#ep4jaYCqA+Hh zPImTsiE)qH?|qFoxq?z6uFOucYQPLD%yLP}nN z9kMl1qN;@!HQPm1rR#d}0g;2K)}3!kdLHz}Tzg#5C!2$)oG!W>H|A_dZ|CT=ZFu$W z@Ig|9B3SZL08;^c)Ar(g3A5X2GH%UvJ+c*}4CP;WCrse!`~{@wvaVcme0q0PRfT>B z0baQ6oz}l(oFXy*-f;nz>{hG8f;PBdz(SNmiX{l#C1_I61ei>9`3}PwoJnvVLW3U^G($c! zGyGW(lgJ*`uy*kJC{r9P8O0oO0>NK+H(Iwh|GJzQc9Wwm2tb9?I5_^h>iwSd)sNA( zHMsxp7ugmV+&au(LFE2W`w@_T-=e_qHnk)Cc(R+;yh!;(pZ;j$LoVDVBK_>%O zygMnvkD&Y*>)Hah{n_?lsvAC`XsA>mQSCRrN^G zJLwe6elbSI=IC(UJfV3e6+n+I8ChjEL&X839=0Q}U1;2xg z7(zm<+Qxlw343pPFMWm6AIQS7vqt6ZO?Z_`p}|APHyRl*K>O9fe~~JiYQ(Q;LDClx zG0VwIImnyB+EFiyp3)7f&YinU>M_W5S%)M`hns;x$FvvT42>}0L?;qxx7s@$*6`m^ zM91u4)M%ra7khR^mhVUuIe$+4z4i1|lbewt)tkXmw%I-RG=p(CcfEtRa~W#KUIvI`kz8Q2~H?Sy${oUF%ti8(Lg(E@vg3;)-NE02$iN(F{HI!{nkG`WEU^g8dx({E7rUd$#xE`@{KudV6LVc20k@IM`wu!{(63 z8SA25J$9;$#J}@K*j!`=w5m9#YNF_AZ~g=U4f>4~GGxeM)S`9X!R4u0bJcxwc4gZ3 zBq6SV3S_7l(9eplTYiA75=(cT#_rZhg~xWj5w38sU*3O965W*RlLXWOg!KFN#HR@) z^lumsRcHWU4iWs*Ks$jR+h=Gt$AWUyInfA&i(cWU1zaxFpsNGR-rDWRCz^>(dHeOR ztd#HNl~Kz4Q%5q7+-{C%D}19>^Y!I??%ck=<%!ww_4Kn7BCN4^|7P8`o=j>Ey>LZ% z!pR-WF)E$5M(Jv;FTecUB1{{hpWFJ@aQ%3|Pt#ko z+|Av~IPtwnBdApWY`DAJ+d%ep%`Q){gxCk09AZ5DYld^QB;}?({El%W-!c$hF}|OC z#g|U4QMNa|5j@Qyh9a^q5_6DmmsFFw#*9%_b}Zdbi3Zc0S*frM%9f_m&N>-!v26^`!#l=iPt>U67XXRSl2=z*U}dNy_LO=Y!lQ3$F=}2DxR;)fU>NS{i+A(d zUz3eH-m}-u*vsT|W}%Y1JR#TSUkTRinj2n4R3gX?R z`we>-L7sd-^ZHkg&t2XW%9LPX&4xXHn~l&zUdBL$X24>&GxBamV)?{s&0ZwW0cWmj+tIBVC&Bk&xOlyJ1bT zJx5?w!mf%aHXc4x%whX{HhZ1zLX5+D#Cx)qmLqbmH={&? zH2C+$7blSLe||=bStpw%(XePgDBRPlJmd_g3bx;4xE8OpIv*Rx5dXYp>Xa?^{zZN7 zt+taO7xf!-rIZjQy(GNXb@zRxD8M#g%ia`Sm59(T_rHfL-u`P}1=0(^7Z0ACe;>)A z$Fj;|fhU%Ol{HDP*82?ySmDQ*4iR}fhF7q# z?uai{QZ-o4Ou~B0rwWK9SE14i%^(&=q1nmN&F! z8*Dw_31kZK_pke%;cG&BI$+L2Y#EBqcIpRi6lCw{5rI{)jaLh2sr_Ce6B}EQi*r_H zY)p)1^~Qm_+w2GOvgHI1p^c(`4A-sdqmMyBv%%ao`V(bd(^jNuzoR6m+1ZUf{?M(A za#|@BV8j1yC!NERNt&OEU+RVXxq4iTvBy zh5F+HZ5_TKgONE5=Ho3*Xq{O@g(ce3F+DZBfN1;>N->J$HgT^9rZ6mWB54tRvg0s_3pR1swdlug-O!J-g<0x^Dod zQwJKg!(m@(k#9?omATGZ5B0XDAzfyx)U&NTzGpGZp>}SQWYgxA86GHSjK)K;XJ8E4 zDoo5FOytkg5&al~T$nt$QE%N`yz7`y#vRZd3rV`FSIBj)LVWnn7pbuW1#~xh*QJRe zXg$^hCcBny!Ram?m&s;uMAv^2occKU*5vGX2f}Ht+#-27UT}+q# z;JLZ#%62%^H(TdMXGFX6bd6mD9wah?8p26tt33WN{`>~I>q1T*sP0kJm4YBn!*&ji z2fH8I%?x=D?$pc6xXdM_6qU;KLhktWg-dzjjZNZ5&#I=Qcps#@*sk=YEZv348_pl+ zy^kSILn!WXxRBpUgO#LJYLopY-xnTIUhlJGneG!XdGF2m5eh6m_+i?UDz`gP!dZ3t z)_QFklBgh>p9r2L=vzm^q5T_7NCv|2`loq%)T5*a3uR67D|g3#ENXPNvv+2eVq7&R zO=!t5Lp=7@V2eiz+E05ytO^v#rc3c1|2H?*QD@h($xDk>@mjEs!)blKV#TxHtZ@0m6p!1=~qdcWE) zsQcbty&$`+?wLPuUlqz{RPV0%bk=c(waL9^dw37*+~6)^SEp7>SgV^qfR2fab~BIJ zP*{)4Lk1F3%9zR6xK3TKz2tI=8-0$q@KbPD=fRtuty5Vt;h@dZ7+;9F!y_C4K$;EX8l9<$LZEEi8Sa6Ish18>$638th-#hl%Hv z<|u}tMWj)CE;9(HTap6@qSx~6GtZ#V8*@jS|UU7Uk}gtpWMH7U;*V)vL5 z^LpK!ZO_T5DZJ{|9#GsAyXc%p3xd-*6HBIdLeI}A;MjC}Wp4MFvZOLi)Y)0mb8^>N z?6SG*PM2_)H5D8BnyDjo(au~?NP%`-ANdwY>m5a|>-ru}r>}MI+9;jw!55sU`=PEY zht#cR<>WNkoG3re3Y8abvzp?-qob1}zHFDybiNExpeao5;)OjCW)hbAZ!-sk(dS|lNa7%e*Tg4+g*4gz?>u`a z-23=*pZR8jx$DfoJHNHC;76g$mN>OEg*^#a{XMA1 zZ-JKh8RP(Q>w4Foxwtd$XF5!f7Us@$*G{Fv^g*Um^2}q3{nNWwNk>~x^f9%I%!vxk zdUFo|>#mjs+cz9>ukE(@qgXx*PC^Lj#D=p?oI`2;6qszB>t&z#f)59*>|l51r@@tJ<%3s-ym#=;Z zcO1hujRB^T^!DLZOMF4dhyhQU$9nBipa%$Q+T8Ua-u{$1g`M7?Hb$EoS1^{f?49?c;2u2rnIo3>!z?wT3FiJ)cuj zM8Y4$6_7rFJUTC3mj#M!^V8oNp$D2`Jya_nCq@z)R$H(ITff>Mqz#z zwa!vfQaLu1@Zgd(1`;B@C$rSKb22g>QbusRhoij`cno?|KSDmijGgE+0=abM$BAA& zq~`d>FxbE^Gp)6ryZZ#9GT}Gpi+Kn`aJR}o0L*6uN=qAkw&AzJ{`{(GgiF~myO>nz zBm0@6-XD+T_+&Y;9D*6}u3ek)pFGpOJli9*sLXi8-oe{ZV!gc>S>QG4q>l>i%l%dG z@gz2t=cJtaXyYQj+?l19!!w|vqe1-b7C$p)1O^Owm~Ct%{U#p@eJ4I?H&_`IU9-0T z(*p=)GL;xX1@`uAAnj5YU++R{xKe{n=^o5jhQ*p$N44jN<2Ua-SkUKwqCy}#taI;9 z-S6LaV-_BpmsSVpaZ&Zj%T-c6mr+t$v`G~Z$PVfdQ6Y)dW4|IpdKk*dxofRZ9}Z5| zPHg&JZrbw46^#^O*@(h(noLDQP=WFJ^Jn9FUu-zr$)I$c_x#?eR4px6Bp1CG@#!DV60PvuLM|ZOA*2``ivk}( zq>ndqIB#oPkjsd^cR!btZq(6wAHP>gkx@~hcWUY~<+H6l7l1LgzFwj@nTkj#9xV$g zeTzL=xh1?*s5W`g&s%6PUs6d6d2W^y&I`Tx`43v&g)?{P01JWgGECcdujbqn7|#WNUG6O(h1p zvkG3gqcz^VsEN_QqN|-iD!2A7$VQHE1+K@Ts|6MWI9(yP1F`$JO6e-xt5@|4M_Jj~ zMgGB-xE_kE&1F0D95wL(fwr=`*Qd^Tv_c>F^vPw<#oTuw)n9fIx%@gjy%zrm^)&(A z^&rO}jOnXw%}K!5uQ4(QG@*efd&`A}&7b}qDTyBpJjsXuk}9_URZNS+t`XlU^fwYk zKC|;a)WNN^bCpJ2mhLB7ay1bCgaM;9l(x3jLtV#7?VzMyziz{s_7kw%{L<2PgKDbb zTNCG{lh!=XBOB(L^&d9eM?QMDn_vX!-LczRZ{0<(B-VG~j*p=4Umzc7%2GpPDI~Z$ z81A0M+_x96&2N;>ri9LfD>EtC*7>BzU-ro^mTL)8h?Q;f(jw0&N{1CI+ngOk&Myx) zMa44bEN6~g3N0$xVr8y>^?&s1=MjVSwX0WCgB({Ge0@LCeY%a!_9@xt02hz$W3uX1 zDT|*$ulxq|f0A6g!uB;G{wUO|uN>bJPwz4h?Qqn>yV7Rs>3cu_w7!tAxKFMLd? zEczM6jf(eP-ovB!cYXNaOD$`@_i_C`upSBG^z7_g|0EC>Hs|6VzDV1p#TsFQn6s1B z4rMdZw9bW%@ZTsmoto46`(o5$dt5K*{cka=zGwEyQb(qH9BsZr>c;;Y%<8Z9aH&CU zR{B;{-6G4?{ZQ?pIIgQ}x5wi6&p4)#o4YH{&1G)6uC6P?yWAOd*MmF8w=EZSB!5Oa z6sPO=xUUNttx(V4e{1gBqQ@2Uhj&*8v&gI659VN=zlwuHOhM5WL~?Hh{f{0;EQw~x zL~{~rL(%Exc-MS-C9vWNLa5$Dy2XBl?WAuWPk%|J$IxW$blfpc$^+t8>>ufRlQ`B; z)88(?nJT2@y6E_J;!3*vJibORU*)NcA$hvOSYk8TaeA;O>~;FkayZvyW32e8j7))P z_uUe!(FR#sukX_a*9_=WJPyy?q67&|yLhTE*ZGeBWyxlF^d(oi5aSXCWT!`+9yXO? zIR5_2+_^bDu>VRz@=O@R%W}W@b?m|2dic1fHt_2x?%wS{&jcAt@tdND`~Av%E}PmB z92#Nhk8oZivzoRU6S%7=r@uDzHD6?Qd)98Qsc|s=`_-*l+p&`359GRSRTDps@1MEv zsAIUR_quOP)ApXV!M~J^R_Wvg;^A_>rdCPUNj)!<7+oAXrlx`BxM*7?Prt`1{aGx7 zVwoly)Aw*CF_UDAX}-T>J($6Shv`;y+tJk*8T~{gB;kuYWo1I^8ykC~H|e_`R3Q5M zrI3MU3GWL`W;;k%h6yJoX4WuzZ7<0s*IMf;SEYks30AJN{E1TgMy$U-O>`$-Hl>X(%sVC-2xKQ-QC?t zy|d3b*Z2K+f4=9(xvt}3@BKV$&6=6}o_l8H*Iz|LF1O@FB8mtP5t$f!p2FQ1>(BSq zfB4H%XKjT$spmOvnT3ypzto$`qfM-~fDeJP!$;c_81+}C(L4Ds@&Bx+9dBsptXL1e zJLGmHvRC_QsONOq?VuN;Coef?_D7G%1Zgld_x`9iOjS8NfH`_#D`SGQDGI5QC1xXd z8X6jTnw6q!{i(NT3FSXNqK~OEX$&1aJ4;VF?E8tnqTi!9B-Rrs!rzy12Qn94zUOQG zX+}2^JjX+4$3_jbPbMqV@=Hyh*SgNm+j>Pwds*sTSskE6?k(bwgcON?Fp~LRr&Sd+&8YSuFpTyN@i?LNT+z< zqLc96zIZ${-zgHlZ%|3UXTQ7X-sSSxP3ir?dvY?KFC0dRmRc1yH}ELgao0~5L(VsZ z?9hkvxGY}2G!owD`6t8aGmI;mlJQu6|>7a6Z=&9 z4oA-P)3+z8aJcGz-joZ)bUSIPzy2t3!|k{syxGg<-^{?M+SqOIoTH0s66Pe0e?P^< z1`74Wg$f8B5f0|#FLg8~K9?(`eMl!7!Qw>!UAyA8f`ZhydpV#z7NCZ!PSKF3|gjGsOT2~EewiaZ-X`Nei^5A`PO zCX9-9=!(rmm%`-uQMoc0-F@-=)H}4;{Wcv!3@f6 z{yNwHNO3-m(3u-&MNS>n6J12~ab(q758OI)4@)N5CoUfcuH)Z#1Tc142oPgvU*!cuD(qKdD?XAkbsqjxwn3cu+3S|D z$GW2B!|8?rnsWnr*b!$!aD@NPjV>FiZ==CbEGeBZxb#Z=*NMPS?Anj6bH*FSEUGOj z*yQJy51n0}!a<2+6iC~BUX9;7v1()6e=s21TR`(dJZc%!FA(G9%hd^DiGUinS`MD> z-FaD7)TbH4_xV+~{d{u80&H3zw#b#+YmuIT2c(@@I=}xD_{M-!Kl)|1zvmIr(a|#z z_fVfc^0?OWPE+t#yONpm^$)}KF~zOg+4GSwB;V8O*(n$pFWl)DrrU|^8q+X(&6B2B z_QZVLU>!XmkVpDtzl)={@WEh?3BL#*bCi*)$Qw~pRIXZ6_Plmp$+b62BZ zJdSfPVnph_Il3sS80H4qm(nnw?(_T|)CzLl~A3MT!WG?r| z!$){sw;0d`ZtRqK5_=I}Q;h6M%e+Zjr&o@ub>coAJ}%nM2Z!Sxv4b^R>m$NWjzjyx z^KI?;VX3Qw+TJB|cPKf2gE!fYqBy@wRXJ8+)9X8AoH-)J@#T&+Eq{Nx1@n^t$f45`6Q7Ef+HXFL#b4tRKvwD>kJUYz7)utZPOMy(i)) zr(~@`NXJB@e_B04dO@ENT=Yb@ux&_#&{$vQYqnJECYrEBO+T--DYA1tZN&yduT;8^ zHQOFSU+H@EShwni^S?tA%b7Y0`Ly?~VoIWmLB&Qi`eYsN|LP8hwIB{N#&7u4(zG3v zs;JX(#x%e?cFl++1Ri_6VDw2c@ zZ!$$SaDO6orq{H@&-Cef(!^tkEP~%qUn3?;O!WJXCNdT28*Hf>4i67MVv2{}C!MNC z(M(@G2%pj*HSb; zij9yMqz+mT`~YA2Lc9IsrZvQ6KWY)GTH%dH1)u(y$;*cmaLr_rU{8vi=vcb&Iu|51 zqs}YNkJ(saczCULj!f0RKTPW*2@5J)n&?k4#qZ#cXc>R(be$7UsU-pD1BC^}K4*0A zgZ^Fk2`ZJk8QVypc|3Z~v4Un)^11(_MAGDTjGXeH-&LSlOiF*tXvWZ)oKDo2Xn!NP zKX~=nf`_F|r*&j3g3Z5Gt~C><+p)VcFaNt0fvd_^`#0AI1;u4<8IiCJ-@eMv4m4oO z-@d9o&bL?_n7!iB%C>J2U)k?s{vw(|;oQEs9 z&_cA|LJK;pu)P#=d7Bx2KEHpGS9bq}XO+#3^BnV4ty&&DZa&uba7yxA z+#yM2{W-;3Z|$w`IMl4m^`uYVaJWRBl&O?gvbTL#N>KReoH|8wETWA^HbR?j^y$_#m;P^d~VOM-z6_Pcq7_}O4vzhul*Op z5_FQpbTR%7u0FVa4htzii~SHKR@j3dU2OaM8TK9nyTmoOX>b$Ggv+l8{=XbUt%AJ= zE_^mal?vUZ6g&i0^IMTHUTpN2T2;=v=%W9tE9ujSAY6&%x5(FhVR`Qr>S(o-m7tK& zt$BsyPriX)cdZ8;*JinXnaw2T*u5RUS<*N?E-ahBw6*G=?qigfZUxS9z|KLI*6PK4 zo}E$qz#FQJ2{mN$%XB7;`J$@)#dGy)qTrCm0RmbIqZ_;SOX)TPl}nvRR0i91s-B*o znXkt#4K zT%**Sks!5kA*^%aA~8&T)@yeM={a1UQ$4%e(%R~8y@KbB$|-l`R;5ho?OXdMsdXvK zF7?ODd*IdCivLPMdL`=r5?&7S8$xm?daq&c12jq1@5z-`cCnkW*vx5=AZ-7dp1XA1 zA<)Ha5ZjSAE`&e7P5Kaputn6C-F*5YfpVyBWvwF)0>5kG2QrsOQ<2@v_1p_ayAN0x z18l$8hB`6n%-SG76~%a3?n_>aJv}RyvP{B0F+~iZhA|us0rzh}b`=?%vT`lo(j2 zg2<}(Dvsu}Fs3-XRE6sIR|rT)ATN5iIa;{v@%r^^KQbRABc_U1nAC$F?xYb=p29=Cz|wE1 zOw6CV`5WRjHA8@x<)zq(RaJkkK12yj=ey(av9mBD zs@jP~bw1xf-RivIxMpCT@_kv<>r3{dTOMnCuqw0yE!-%YrKa~@22i{k&Ut%6Sq(A0 ztgNh}qC#!+WPg7i$f38xQL(X7nwqgKZwLd(d1g;$-i?>|36VWjA4qx23~8&HhM{oF z5|9gXjvW@LQ>bh5r7y#eHq7lm-TWfgmrE;Q_>hw}^t%SVg3CKY;mH#klUB|KPJbyq zQ(7ba?*8B9SdA!+&V0^G7WzoACaCg+puv}zmHmAeiAs*zhgy$m>3TM^;U_rgK4(iC z8!<)>zLRfWd5c_mtLl7aQf-ik!0~1=7GP!??zA1WfCxyvb&ctrA-ymZ;-H>`~!*WSg&O&R_eiG3j>Hf2t&eZy=6cJ%^hlp_Rr ziV$aOvroDml9$a_q#_<`sm-_v5kyNjv=4vR?`v~58F+KyxW*%Vu_YF}700-ufTxjb z5nrkdru~Pt#g?&x+hW{$bCk{3!v_OD4Gc&smiLa1j*hvx`DmF1xsYpQ6$%txE3M~H zrK369i?js<1U5Gp8?Tz|uLS)lu;^vHwee*IFNsAwl<#cLlML44q#mXgQMgRhzxM(^ zO9Sb5QMV!WYE_xK#^VZQUH6c^66Tq3m-=q~gP9nt$M=4(qNl)f<;jguAdxWDi$W)*6bplTWSEInJ56QwzJ~ej#T;ljR)@RHKB$jwck#r<6dtg$Z z7-Xl(A2rY<*NS&!kiY*UST72(+zNHeZ((8ggj^5r^YKOf{CQjWY%!z>?~MTs+Z~BO z?%cENp{ChJ>lej@`u+Dy3XyCk+dNpJZu`uG;M6jd1y;Mqy5wv8hdJ zq+tZf7~{s1o=YSfTVoumkX7L0tO?WbVfxlLfB%-Tw`rGuSS23#kz-ItwOT#ZMci~8 z{XNJb+gQ0=bEPE0&zT_!#>hcAS}1HQBsPqT%u@H*EgMM_XGgpHoOZFmbN3le2MlVu;njju@lpp|%XaD97u^sgb2dL`V(;l6%8gs;%vr z+J|QZ5K(v^ho^Xp@7*Cnx2iK4-yQ_AkdS~r)ovk}$&m7f^JP05qL2|r1*~5RtvhjFmy$C1-xFKMY1DPPF0w+VNv|IQpJFQ$_c1-5J@@nu z;Y}JEsHS13a`x)p8LGPI@{Ydj9b3h;#%h@6KN!+p-i*6}%-RQ;wD5Do%I?R2ixVY$ z3*nh|sR_+^g2-~}qc?(t6BAT73W{8EYcK8N=-4vPZf@pm!I%88-Cr^*&)>Vu+(98x zaKp6ZFGn>8kAx{-($3+X{HMZmD)d6D4rh9LcUYsqn&x-gja2+*j#`((zE>BxSEu9` zHY3$WZzCd7h^x_e^o9zRIrl7R-;^MU)@vFkgm}P>$jdviEdtOf6s%ze*hzr9R2l~9IT<}kO9XP^=V=@Wyc?mm-WRZvLO;Ni9Z6M85e zi)q*y9o)1P%~Nq;Pdq7^%APhy0!ZMm&5}Q)MtULo-=zau##j!9p2Hga@AJ^6Q)a=D zyK}zZX}x>j{Qx(1z+8W;6d%Pob&pBuI3srH+YC?Y#x~IWIpRg*gzqsXp0mXKXO6W5J_G(iW zgf!{YxZdP%g)rAYx$(*psSBhr8i>LQWYnED9hT~eE2r)QUo&)B_PJgR*5R>iQ~XU&y=SRs@LE` z$HmFu@^)OBm|L0+)7Q#e%dDy2@j$quAN?K~AT$6u_8m6v>!dW zaMgcstnT(6qbDues8o}6=6Eeh7G+f>mE16{^L?dYESMaP0bv2d!>{-Aho9Om3&}LJ(VdnPI84;9SI;9)_&bmBdnMxf7gON;MnrR zTJ18B!{$!KX!TPjXQFAD>B_u~#iNkP*Okpf0;+{W^^h427Waxs@e$kY0}tD_c#y6Ej9i&hmXhu|Be>?&QmO`G@~o_Q?64V`;~*i zy*#mM>@8d6wxJ2twG%NB!XMpX`~&=nTy^L=?y>IsjHYnRlTU+SK_X!xPEV_M^vMG; z5_SANM~yAua|a^AvWIcT9o6A0sW6XxX;%F0N)h`$(72zR5$yQzg9*_@8x4&plb3lm zjSftf{5CLW?fC~TBmF*8yo6Sg*BYY+% z=PfQZGoIjE?YmN?M%E+ME6#QDq?NbrP-;u##bueB8izk1Mi4IBvdEvr1hYil>wB4& z&t>+pc88IcC9hFZzva)r2X=xyfO!OZc79LvkpqveLdFCS?KL|j3g!%J(}Vco9uazT z#?x#(Plq}{E$Rzu`L5M->HO%icrzslSFf3v>6w%F%?aeMRM)^K{0U_R%LE2Rz?*i4 zSoCmtFBBJL1a_>6b9N^J^ce8NN8m6-V9d($wgeTpgqxb8EA}DBps2Y>9?Y za<+ZYvtxPA#rHd|g!dx$a#g$3t!%~O(v6A3DQfxLt#Ymth+-L&mHso*ETqe(eTB-f zKeSUHqm3vl`(akvhSHlZL5-yCd#VZDzN467K$eWfLfwU=hVAw`_X3bGjK-GEOIp0{ z-|0g21nz|9T>hd?;lMas(eq&+k>G(~(gH^WK(JH*=+l-*+yLL$r+ndKK`#NlozV$j zZO`KSqnoSupeE|K1f24n8@kF=vBjmnjJWH`LIF!@_i;t8IU5~#LbQ8j$j97lXTBF? zB`PM}S&uSk75Y2=H!H%qaLzX>Z!#%#UT;$TakcXMeu5A=$v&Eb8v$hjXr%xB+-rEf z&wZG0!Y4g+@-}So=u#D$i_w`c)D2v_p_r)YSNpA7rA_f(LUOW(xTZrM8et*w_iSGg z7yKcvzrubQ7+vK_UmMh_y|ISC$>exA;NWHTa8ma;e(Yg7eMo5dr}{>nG&kgd+yDO1 zn^wml=Uk(by@KaFh^d@)L2swYJNm{p6YRI}=n2X#d=`VL z_6F-07%Fjv2>{c#sNJN!rt(r6o@`T=c}E?MEE~CO3drS_lEkh#&oj|T`CwWbK@dUl z(j>j#KD&RbZvPhklf?v$>sj-aE)C}C;Q!D9-%x1}5I+PDPG-{9bP%RP3Kyq4UlD?; z2YgV)^DP3tbNy^E1Ch2FFq`DEz(p2@mt%!@7|QAE|#UHzDf= z+R#Sl48m$oPEO?M?-yASSu9T1FY7RyhPoi8|}?gnzFv%Nol5~H=`EL!ZfUJm;X)2ACR5!yLk*H!gE7cXme@o8Hgvio;% z2YbcRz9el=NKdDCt=0B?|LOKy1<9bFKcCs#b0UO=g+Eis_d!PIY!JcH*q@phYO)l# zaZi}`Xhtb3EUPsHMOHl&S$vv_KPCFyG~Pkx6PNTenJCcr@X+3Fe`VYA`o+8`rVVRc zH)pCEd}Vxmd_QF@mdmcBU=j4<0)cjXi#2U`==H!LtC*=q-g$QDe3*{*^CV0bYN=PB zZ&!vqunpboO3=>lN%{r#$*?^Ev3T=P(rbK9LZ&OhPNTjgU+w)U`0MC7|g_vjwRMjtl_p!^_ z=}&z#IzFxdG7YJ~oyp1&xSwrdc^Sqgq=O&_hl2NKXlQ7Salq~5Z^(xY%~pLk#y;R! zY1{j2>t3A*oZX%gw`sj89Vp3}w8@eVSmQLWp3VIAl!?Ki%34Zw6pDLFZ!~8Z{MD!^jU9D^7--u?Yeh-On3jjH}X;yZ*N2Z1>gQN z8-`R&TwKEjZt)sgs$4uJKjA(H>F@Lx=fbXD{N+@!D!9mQTnFum9eEaPH zN`Y6eUft*Ajbu0M=q)i(6u#IMqo9zwR;jJ6{r=;J9_(w0ao>E>Jb|d7HuyOF%_*n3 zV+(7W4{wY8-ED2r%Y!ZFHa0se=oY$`0$xxiUH&)*(1Nvb_e*+;(Ht7{kFZaJHz|zx zh&oEGWUDOp5@K_Hx3wL>-EM^-HABbal>V-iB#IXAJdf4HLD${&xyVr3>2F9#2pgGy z4G0kNV}CJ&00S7klp)hh?OJ}gsnh6aeF)k=Fumi2++g0K$Uu?do0{5MlgSD;i}8}V z%9Z%$vA0xXx088;S#yICjmz^Bo}G=E`g(Dm0+sAXoSdO=B3Rf!zta)Q*j&9+_eM_cHptTh3F~hs8$T{{ zLKuMv7hmL}VQnD2Z_S?5Vmy@3ZdtC<*3d5M*RO}#9!JX1DsAL3S=^z;pz-{9&r4Lskz`d*V# z-e>35za?7jXlZb=85Dt>V zEaRSMXaQ7Q7CaW%5e_k@XFCbVdNjQ=9@N$lztYm9={>gPOEF44OjoixrM^w}8*{=L zAnaf&@3~gaQM(f-6S4Mf3N$GwYLi;N-@g4(u2s(shkHFW!_X8@cHllJ(>h<0J9irU zQeK)&*YLdwf6~4$sH&>!?(Y7?(+Hd9N1&b?hBef4h<2KrnsyHl7kB5H!QwxTj;ax{ zYInh-noL!3A(E1klycR>W<1aRTm8w2B}T=^XB*SpFgzR%${m}_e-1LSyp47}LSOUqS>f6| zeGufw^4WcX(z2ntECeE8)*sT-+s!thAg`?A=n>SHr{m^6uDjVkH5EtBV`;tk=MFHL z&tWf~1e~l5d<79`3@OL^0%$0rrKMdR&LzM1Sm{1=@ECT6+syyQB6_0sGku1b=0%^J zIYEOPR7_B3mzU8S=9<60mX?0R%R8!xB>Dc!5(~dZ>=YV&H<{A$uJf4F{TC5i;fY%7 zA0L%#6uolk`zAo&^i&CfK1lHlZ3Me=o1GxJ!UgVIEhsB{4|cCvX^TcpO|17yT8Ftp3e}RMr z$N%4s7(+{FpYh^adIB9C-4`J@sW)M{nw7zgJ{TdfvF7q+@0z~|0&54Bzf$KK91_CZ z(bm#3x3TdCp0|*S(TMY7Hq-AG==XZ^_D;{P{)ZPc-`~3r>~-PBn{5*bP}{`=m9gT! z=~CyiOm6BnB4PC4;M@1F5uu^K$BK!cVof^?eSP(-|2Vi8%IdXjVJoT3PK#ZA5dL z+=Z*@c(lFz`|I2Q1{!jGpGBKvWB^yFfU8+%Q$5Q@EWu93tSbx`PFFjN& z^CKP-Ki;kcJ9(B$2zRT2#d4X?)Wtzi^IZVn+uYjPs`p9Tz~CV=k^nm$HEd#J^tHIS zxFx$nql!>Lp`imi-ixZPlJ5f$p0Gggt>YS(ZNKJG=yff##a4O#u-E6G#+x41c;kd5 z_T&lgO|Z;@_b3Dh1WCi!kPrgs7D0o#>4^htPf2iaDEUKe7Fy>ZnJ6yiV68p83zTyZ z%Kd9r8WcKNZVRVP%z&_y;<-g0M3*JUgy7a2fJi~)FKt&lXs#-c@CVdoLaM!xY0@1P zuztU&eT`C6!$J{G&cT|CzW<-mEr`TakE}VN(yTQlL-eQl(>`&KjO) zxcCI6D^R@rvExc;p6Hv1r9dL)W@YI`;7wEdRc^Xekjgc%30vcTi=F^QJ7~<3!_LV~ zk}rN(S7jP~=z>ha!m!yR$g5qR>@n^sF)91!DOV}9R{Bj|0x=6|`fEgshvTNVpE%lh z*=LbMYU@XHsKB>JPU;o8j7J~^c1P_)#$4*!rl)s-r|Hb1hL8Q$2R)rl!nN0nyR}s6 zf)4)Fc`?f$qDIYWfra(X^!1QDB}7yyZ%JJCAMJ6S>ZJxzGa_F&Bcy(~si{BJdhVl1 zwVCQ@x54(WsWkOW)0)v)aXUVLiRN;l`cx33d>JPFkWX&kBs%GoN9goJ7f z#9VaWy?Y0UfY6ZyEe-zFk5ZtlpxN1gUN-)h`B>3prCmDwkvU+bE>G81hqY z-VV5g1c6iu`YH?gb-a>P#|Bj>eJ}G*1=px!@ozOm|IhiU`9>UEL>odcE0I04TxBs9 z#ce?b{-rylii(~z;iUE!A>pH3^-}h0!SRU+#Y}}qa5}=WKSYognHf1^RYGMHq{0ZL zY!zgnIB3M67JR{U6A#3)Vm-qZgOjPSAnP5x&>;B@YxU{uFhUm<)6cSl#;-dslVO z`U^g_jFJ)|5ME zu2?>TKNl>oAdLdq5MOD=RBR zYGjT{&TU>$vE3tbEj5&-Y-4Z#3tIUAeHfDJw;GjOOmMG{wo1k}{my)!Y3iw4LWSEJYst*xz*={9JBV*+O?YU*QpQ4&CPA`;)TDQo}NBEKj(1X)ioW?X%A=C zu%$H8Hi6gXv6?nm>5g;Jc6xmuD-j{(bS)Eq69Z#)n&UHdNZXC4iOY!fe}ibVGoQR% zEIQ2)kemZ4N#+#i7Vdx@G_(C{vVA`+G(2>p=zHe(%E#x4P(Ay-IaZ7e=e#ca51CZ+ zes^|mBuzlF3~7>Ph4lvse=?!oN&&~s`!qBkW@mN(o$U0$COnBx*arXv2CG%=C?r=~ z?X;8TdHE0DUd9o&tp##1$^YiUu#$bytp%`3tID43x^bq+@D{SY31DLp?=_Ul=g)WQ zSHLOXr=>+r>3angKG3zW>UbR81Mgq};h$(~2n!3V=KAU!*~ADxXEWD?2CJQ*p97sB zbnu)Dy-8wf8X6o1e{TCOAWs17x?%GdTx7(I6L4a8JKp?yHSI?w6b)NjXgc&5y43Jp zk2hbRA8(xjq(FHkDVeNY>k4!3gCJNRTpaXp=r$nm0K=Miz?%GmPB&zCEW99_`RG%X zJk8g(wndd)syZIxu;s>6RYx8xOsS)_ZanF-39ZA!+#@#2_dqpmI+FKyd#d`NWcsey z_pe0c)rQ1=QGZmFH5h z*BerAJZ9v|yq!YyNL)`Zncrpq7f>uUJ0t^t_KyaCq(A9cH(D=#GQnPwD*iUGk}4|P z?Y51LO-FaPjK|qhL=@Fbq5fA?C_a~WoqJwiI-zAiQ=)pPjkUEL9v)uD__#VW)@DK` zsW!-EJ^O4Z^-YBN!rDZ6KAC`H&Y1_eJ|$!0j57~)^=L9qlq;Sv&!u3l#Tw#+b1CN2vdk0R0{%B^!GOSw~T2F`JEiF$4o1PzxNXx<=9gyqx~?rCk6 z5P$hHrt<<8xuc^)Qd~mfy=!i7uN+!N{nfwD8Y}43?&$1f>O5r^j)3QmKCzgrkVjcg z7|2vie_X4b4+8ji-&$(< z!^V;8W2FpT&z*$@F?)Oa0Jfo=w*&JO-q3@8aUoUD(;3DDIo-gGk(em`wt%4ccuySx zNV{#Ec#eJp*@$d8+=n(c+p~Q`1qFpyGBOhR<*`X1Hm-ZX&mRpPKGF47y6Ti>z@t2Q zTl5L(#$g$(FHUWS^L4CjJVAlueDIg2(qV%L(0eL4W&qZlaO57v$-ER56^$R!xcdrK zt%;KVCaF^oIoHRn*0o8tR=M`tyZYq*X!jopeFjN3;@OI199G_KznJdapR`2tc@rU) zMlMhEE1PioVCqM++s;MUN^7j!uL^JTgcvCMuxlw^8XX##nwq8=-atj|dho#K+iKyNky^akURxAjSl01cH|&~5I*1JNHfa8b-{=KSWZfYtyWAj{=S$@ zBMB*uepSS7bTdnW1ioot-(q%#=$)g`krHd8~1%IuVPe zv9L;t1TL&-50HWFKq4>)7`FEH1+nS3KJ~nC2ETiv*%B28|3^r8xCCTH4jaQ_&P>9kYGzf zVFJp5MH%v#L5I0wjWJXn5xC;ekwO!9EuO{6ar0 z>p)dmlSe+$@kFD{kAPmLK)3PZlL^whcL5!|q27)O{cO9`VRO9s*6t)1P#yG?4ra*v zAj78Dm3x1GzcWzCCg4ZPeB>Z*y!ItxhKUpy)b6_|A3l5laV(j?gc!tRyL&y+TxOAg zXd#?-XVak;0DB1PGP{{jVIX;nSNVsHIR~?pec_w;ChdCIV54B$nqfi=5XIz3?g1Q+ zQjS^>+-)78<8^rtNFd?USx_lfhnsxVgi{Cy;(4}8E|SB5DGtl}kS*v#A_ivO3qgls zf(>%;X_pnsy6Y=9+Ck-rQAS8hVq@?Ymh5E==MZ=Czwg?fYZHfq1 zo&Ow_87rH>CXbtYd&d6| zd6pE$2ZI{Wlqo-Z=1nHzSySb4URD|Z;Rc3!Xs0tSCBKqCm5@5vDf7T-a&j`VtN=<;x&qp|ThA0J;Pusd1M3#zWUGTr!qlnswcP_44Mnh73K zxz^R8^j$N0s?xF#9_(Jq)%gmWe&VYylQ^^OPr`u~m4kQG__T3|RpZl%g!Tq>ue; z_E}J{Fm3vT^;lSVdOjL#CJ!46tCBSwhaK~w8(Auq?mx?SG%PH5Fysgt0=v7rKT~$! zfD5~jWCT8iXUx%6SVb673(&E8p66$3CONNo(n3H&N$PPoH!M6WH7k1M24Qj{tR(Vm z__|EJ=-VGR%Ll5cZ6(1=do<~rAhN6gLA3!$E9R}5&?JF z($@ABfF)5!za>8H)2Bc0Jdgn3AIMdis@McjzkK7QeOSV=60a>XR%T+~f>h1yJ_5-W z^)-qkq%7H@V8Mt~DuA%Seg#L=mg~}=foied?2%MY{Ox;a+uMm&`}e#a?T8!YE=+On z=%tj>{Eck=hWkK{As*ZPhf%hW+l;#@d>q7euTj-LQV3zka7UFfDZg1XI(m#?<#rBo z6+S|oF3!?ZeCPidl1pG!=B!xdiInN+y}H|Q_t(j_?3R()t!TW3Z?e}B`*}-IlkOl{ z|I%p_5mhraC~{#MqH3a9W=E0=rYm?WSvK2B~2~|qA zUhX5Egz%9U-M<3!BcX@TWI$?SI#rQx-Y9zAP%4E@X)mLxWz-j@LNtcgmnViM$G+j? zB$J*)d-4JcG@zUSS+tO)U`fPlgm2|Nru%Gna&j7qd&nP>=!1MQ>b0yC?cYd=ogKI0 z^Cru*&$7*(jkiFQ+=Tb`o8I%3K7;e<@I8^@YZ4Jp!3hwH)l+jC-v-deT#@+s_MNI@${(zV-9KxM9#x&!#ysO?rQ3kO0rs zH8BHXGsQG18g};nnjVPFHMya*LPC@;U%vFcgo?b*BAzZAw-bwI9nSXlkNOPR4^_ z-DJTNdMYN#sBLRv^jfO@^@L6&Q2^g6d$zxXRGQN}>#pMo16qJ==F^uiNHV__kS!(_ zRuV9>6oSq_A^HA-OWq3c6zkS4j)Z#sHasYMz$0ULT^=EO>63vk!s&qqMNIi*I2KY< zaff4n3Omwx2x6pv`Pq@itL@)}4pXI*obH!fBJ6=TiRNvBej+{(DY~9>^YSiAYau6G zz*MHchmnwF0$~rN2NdF!f7^)lhS9r=l2e12KB8ehZ+xe_iq6Ko+aL&Z?}Az z{Kxp^3oeJpkN~|+=9OGd0XSy-zOmJBP|N@qJt9fSa3}Xorgo7Yg4qdGz2z07`Uq#p90Tp)llB*I+(NAoDO*OQYFq--B*kzmPZr z+)mCXgS?-e3CX0V9h!*@fsF&0qp_K-Uiuh#PjGo{vCja55i>C{Jyy-rBzcETLnYRa zrs+o^h-p>xZrt(sJ6)bAgXQtIlm%bd@|);`i@=_c;CNA}w;1P^jH%LnVz6K82!qCl ztNZNi!9a0D3=S&6z=E%}wL;LUzIeK~04*9mNI^6}jmU&+0?}`=@ZeGp>6;rqr1b?2 zb4zUFWZY^P3|EXSx1zc;LOXgmLPudi0gHmorw$E8IMl+i5N?pnB2v$-)kf#w4IYrChCbfBPo)YrNrHo}r>}40=*TjtCgBJ7J|N=o zYW_*jYL1;`tSBZ#kOjQ&t$J?UTd=tH2q%jpLvDd^{`sT-#zRz8)PnMI)=g{BEPvnh zbRtZxpZP4ljUc*_;Atv(#Ytw|@5QmwQTJ6PWod|R!Fi8SlUN|}OUb0Y-$Fx4M{>S-Dfq5cy-iW;$uhf@ar8uQuRhPLtV1V7o* zvwdj3KfqmwSZ%D6Bm~Nx|6!DH2aPX27FZz|jXO0=`3p_K1{i@+M;q_1+y~0aHt#5m2hcX83f5+cboNqzW#4Rj z_b}~|LSruK@i4pL7i7@crguV6KVV~n%WFY`tN zIfE4?W1IiHf^mp|cOX{Eoqs1^i;WsP_^`Q>`L|`zKMH2wapffRmdBOYgH{pU0v-h?L>dOH{)jGiX#(r;dhvr9QMh3%y8Ndu)0RfFoa>&ywa}<7*lyE{Dm5q}VYe}TY)u}!@K9ygX@^HN@ zCmAkqyi65|*w0#x?0_UeVi4K~57waC_@S*YNep9tVPOp98y|EuLIs1l2;cSf^%gE% z(|eWKJS`!;#qTbq9GErwcA~Iq#Z*1q?CmJ{8}_-aEelWJzBr-v?h;sY8(UjFC`Auu ztKx&u1!z|NJ~Tmy|KTv*3nnRcIb}38H>2=6Zjt~Vl1Lwz+urU5s_6gvi7KmYN2=q(=Fhk3NY6db~p`1X8Ub@;vLA2+#oCGW?#-58L&ETOEhfE>JRt9k7bDEF- zgx_0nsTG}kbGLyu3$CYkmcPMZe9azuMfsVQj`7P6%X>Cub}XB>KQq_|1iYbphDZ6NGn^^HrLyK2<_Zp!S!e(%0UBk=YZa^&D4J2AfOaUx$H$BQ%Xg`jnUlh5 zqywk%M6=>2Y_#3hIM=}$EEMv8KUU7_g$`@zQ8V6ipR4Uo5DAQkP%WFPcd-C_sJZ&L zfmDhCnnwN<5^xJ&U)b42L0xNqF+^4&Pm>Q2>t8=oj#GG?ooptEeo%tDbN8+&6pqw$ ziGcB&sq?_X#pQ}P2da1X-~h?XEPDX0!OPD-KRfFk5kU;q3tg}{0QZah-8BkT_9nmq zG4!DPaHmf}|B>jhG22FcUB6Mj?$o?_{MR1h{cwrENp zVs>Yz2Y4E)3QEMwKq^B}!w@<3_YVvJ5kpHugHo&A17+|iE;Ay?Md@G$Cb$OQ1=2#O z_QckCoKN%I)<4~y<23H|?u=lCB$%|Rsfh&Gcs@@AJv}`r&qQIqAPATM#oi-gTcYc( zNrpN)nLjYeDFbW!IodSakFa#_aIzlCCenuTqX;Fmw03+MYb+)mFvd}5vItnYC9hy` zz(6wYc9r?!rIFV0bc{9{SLKGn`b)t(75RypCflm?{22zWFJvvaW^NR{%0!T|FZM3p`;PQ~X#~Il}YD_&^S0Hv* zl<*^Pad7#C2=G+j!AnEE5=q24tSdpG<_`ql3eQV^q__gguTPz>h5bN_GYdNmiQgLJ z*;HkyP)?D0@#0g9u$PxtnpBi1Oss|TL7SWSgI3y>JypfegNE<3o^RV~6g*qF9ePYYO ze?d`HRPtjLi5*+d#=Uu)5Ge0}r_H=eKyXU{u1X{$%R;t)UV^hGOhnS|@<^r^c3pk> z1n^`Q0Gp1!K6w;VILMNWsmKc95qO}-Kx8c~FQ-8PJrBa}-xXX6UO9)g{+8rzpm#H% zHVeaCV1lC(9O`1`8_4q7dyVD#i_6P<)-z^+-r&2qt)_Eev{RNnf1ItOqYBu&l8*b{ z=d%lZxPkTT^pqh^CLPKagCJ^pQs;EyX$9kDmEjC2gS`)d8lmeP1BWDWa&l5hK_OV& z{Uko&9V{ZY9B5#XXQ0#$&V3e?FFV@XU%R-tWWvO0NlGEt!TD%FW(t63*5}2~rV@yO zLkddps;4GKChjnMIr5vYFWmbJLw0?Oi~Tz8(Te7#9j7^(WMDG?`}<^-0}ySe$pvDJMDPnVUiF4#B#@w9_e@O00C6m` z%Wf<_27W`W_&qM10YJ!E1moOEs2g zN|MQ%rLv4A%SoDSC*}P<`S-ovf8Oiuy1K5pYK)oR?|JU$zQ5nkeGeUT*sR)b67EW` zKSeZ!FZHG2vu=!;oBCfdfNofGf78;tDS*jdkC9mk)TRVPnEWUlo$L`bf zU|zmf3@Nc#tTMEzXAjjU@4y$|IE4?WC*`c@YjnAz4y4_p_6mB+w)|YFCgW0^+;>M` zck#@3J08uf_2b;WzDy4Ex_4<}rINKj1Cw*qrHswdLw7_Ywn z??&$UDU%ON;+K3}39fi?tvwmy_r#f^qa$)z~g3{c4l>4t3`IFy6e}39yt3Re7JI6od`im0!$aV0+?TP=;ur*EYven~ezA{=HS*(* z0@<9InE`2s#XJZV>psPwH@J^z34raCm6eHi)K%(Z7dMNf)EyY@)YKHgHgPh}o#+hn z^Bldg_uPjssd$c$<)E+o=$%7F?yqhvf^{84r#BUQ{R>-8sjk13b37Q!FxbM^Lh_Gx5W6Z}BFgFUXbISO1oDl-h7Ecc zVQO8+;p~4~5!PkDd0V*a{Oph{aWW7SS}-rE^{jwU+<{zL$}S&eD{t?Pds$LCp=InL zsWof994rn*8-ynU;0WTQf~u-jIVAl$;1+9j!|mm1p*oy5_lq?`)21~~_MAa-k;*(& zlr5#^dNCLS-|S=5kVzDh>xy9LLRZ|p*$|sO2YFA*G?ESKB2UCUs=RgI5f_&%H2Qcd z^T69GxVgE-r>3SB6zWEWT-%V@m;*tu71J%<-mMlB%Y>NPf&t2TaaJR+YnEI5@RN*s z0xH*QAiGD98R2Y1JH6Pz$cSfS8xmwD60RZtn0tTH_}k&RDsqDDyQJ2x&EqTfA2QFf zdH1#6JW*vYjGROEu$&wfHf`EenG%;3(#4FEKQc2e+Zv*s?;RKzNF(%q^yE;|`pi74 zcqKHWxh1X`JHuP9*I!BbmQY#Z7bHjW4iD8)v)smrchF9Y&MeH(pkkiJgX5sB zk?%O;gY%7bmBzw*>lqkuQ5Hk-few@{=BbqSNUbwiEq;?Dw3reU*LcdY#+`7=h`p{% zvOCNUz%jim!J{!l0J`8H0sT=t_(4|Y_uTh^Bt^r+CeZdsQoHNK8x`3Qd}fTjC)V}l z-*k&$hZf~*%rrAx8`1l&#Fao}SiYo}1e*oth?CA#S@8~S?dvFee1{s=f&;d?qss~D zO1`NPmWHD=16JrX+d5VEb>Gv6cNediy-o16hzLt`AwXKkXeUi9$0001`*J#gmT=%G zHcTvx?%>0}wf4!nKb^SfY(O(Sp2YsvT@p;E+e(*~lstX;@@0nEo;_7zfybo%0|Q?s z%*fi{{SLn?{{^Jq+}G)D7S>?E`&YkX*&`d2eNh63_vxjzrl_LGV29n8STjj4nK(+N z;qSi>csS>7^{1-WR+1#bueu#D+yo>-7PBa>)Yck@W0w5!t}DKZk5mOZ+VHU&Z<&ap zg8{hTF+j_N!i%rKNcu%-0HMy5xH)c);1LI z?^q77{UNfuH)sDys52n=l=mvKwz!)YqN3LA-1#T5pW(*d1I<`1vi0z>);2)y;wc$j5|8y9HuLHIgTIfFKkU>lPSqA3p4@@ih>wJX&&Ao?#FDqjA3#y$T4@@CBbCp6AeVB|wl^7S3rEd3w3Zyyo!G zDWPvZyiyYP_=WG}2TA+eBYqKk+cC ze-ar6|L*(tKw?dV_Hu*%bR?a$i1X)ju^5<;5t(2j2YP#NA|Z>n%D(vz_*YNtf$xV9 zb|@2n2YG6dBc)!i%?S6#x+{T{C3rPUpkGT&7)VKJ#E<1}bp+olcMd#_+*xf`ZD}Ha~;198?XS zP)pffPQJbbOrK^Jq1$_!P5WEgKQV#9hO`m3Dbda zxQSbzgTU{Aykqjkwn|D?G-oKu+AikBP*Qw|k;dxVoMH`>=aQqXxe1>pCM*#dnINT@ z28QMy2uOl*m3 zo8g{_$jIau$acoCs%`MpcwoE=hbvg@9n1C1z01KrdNyW6`1$)=gS8;(Litpumjv&r zJneIrCWzI6@$mxCJG8&7vTPvY)IU$RVh{0b6uy*5ByiNWPH#TL9`;viP^Ze%PEM~O z{m1L|k6d$ugN8>`Nn)k_j}Hv$kkLUlXCWh-Ub|+8=PG#JXx8K62QK2L0{8aOkZsPP; zppW=*OXv^$7kaZ29FL-Mhq$%6cJc#hVte@8cmpJ7khs*FPu4Lg6=+@5TV?WVr0{yQ ze9VPoax;eLYdqrt4?mNc>0DCqTX)#5XLNE9+1g4$TBr@I$Gp$liB5qaMgG zhHAPBtv;I+6@|0NgC{jL8=vtIcm;)p>#s>dL91g0^AgqE%=14;Y3|k-|S;&GrAp6p}Q1PROv?_nEN- zU%WKH%MfaZ8IEcl(rFdGpuxn(#wPzL>c$^1er=$BmZ5|UMzTaDLf%6Iq$=_DIFgMtW_?=11%m838z_fW0kcB=Xe89JU?ye+?{bj#Zc(LrO}^YIHdKzaPxWYSq~;DLdt? Q!G}L42Il(tdQNBm4HSRCo&W#< literal 61362 zcmeEtRa+cg6D<}3A-FpX?(PnQI|;$v-3jjQ?(PAC2X}XO3GVI=XOg_%`2*+nTmU^h zy?c7^vQ?|9LKWo1;XmPg0s{ksmy`f1fq_BzfPsN;z(9lk!#1_L1Ny_|D5~oC#m3n2 zyPmxfn5>?ot)-2lrI|jFvyr`nnT<6IJu5vkEs?3Cqpbrs1B2E7y@B4w-h_e1e@hkg z5LjCYH3u*-M7=*h;3WdZW?*3Fgpxp^uPzxUnMN*X`#3@8x0b7Xf<7B(-&TK}DHQ*n z&T3Z3FLXXCmXkL7f%#J*EI}B4S=jEouqMaQQwE_8hcuBdX#n8y?07hFDRXJbhTPZl zYWVtyRdz;!675rGBEUiAC9o4z^MPbha~~*>%aR;Oen!i z{;gGK(5#niAXv?_s(< zH#he`g|s#npVW* zdS!@$f>Nda^D_Z&iq%TJGAB6$L-YuJOT^@)LU&J3(_WfI)sp4=mhyilnSm!K4X&!B zB>a4L`ndl7rgHdZlI@wKqU{>UvF;JS?){#blS32)j~ldR%^GeU3B69oTq(Szvm zdb{v)Gb1mP!Fjpf4E3KG#s|sGu$~$+Y`IJxI*w-XrPogIFJ{mXNnyz`!H+GX2{ilnfH|{mmN$O!hykI(CY3C#-6NqWcT*=nzwydR7BR( z(?i3+D3v7otJWFhB@^c}tPn1&&Zo1k;r&emG4k1IPME|2_m#B_wPYFSy(9l=S?nc?EA+c#s>$%i0J7ny07i*>~^1-nVCZ(BY#${o3f%{ zW2kr>3g4Gw}0gm6w-)dS0{UaCLRv9r)V+dcQ6Y+R@`eyXW(f%kAGieI2LB z7M#ecG8!4u4&9R3h(PuE@#9DDz(B3b<<`|cNW~sN%MO=nDZu#L?+S8qd<5QKYF|>w zq?0yo-41`ZxhL+|tI`Gp1$}!^`Xk#dV7}Q!C*;M7jY1%Jkgy_&+z5_f`dI(n>B~cNE zVb`R&YCl4!>2cXNcLw(D@0YCWzq&29Y1DhaAWKORQ63mpNZ2(ysDJ7dczf^%hlEZL zXulrk0dL$2qe>U3cIJ=&-~6`jWh4ojal_gtfq_y&T$!wIuBe&Ijo_rP&53I6uB z^8OHrxv`htWyx#L1}S*?8}~LcV1$qq~tV{R>}bX7hb~LLI)gb zR22C5pJm!P%pgR9hwqN&ViG@SpATsyZ{3Lfi!rl2zr6|jBd0@RBW%*hHq-p zhs{@*Mf=~96eh@T}jap3PC13q?z}{{#7cFD5z3u0V zIolNf#m`&6R^EpRZ^P$)+|BY@!{-@!QHe~cM$Nc4ttKUc`=j0Uh2~$29Xq>SzK}7g zR8zu%dF1~)rY^pFiQzgsgT^~`ES_&!?{DshC47m4BmRZbWNo-85I@x)?^DMB5JE?g z(ozXz5qW$6tz^l{_6{3Yz>1HyKV`-cuKrB8Raw^e8u3)sKIvJ<=B3a_#w2?*?Zz3<5roqkQvX5e=R z6L_O!`%cl4G>-YY(yEr{X3XMv=CNZJi7RcsXdTREvBPBqn_mL^Ppn%JMiT@sCrnH2 z$MjX|o1qjh&n-^=jhsL7HR=v_zR&LMi--ley!Zm2ARwZ6$8~+~PK}xrhII?`{5DmFR;p@l$?TYz(h0HS}4%tzIRr&*%-(n{ev=p#PgTwV~LC2_f zdFZHQY$Cbtyvx7JBAK<+@m%}%k{`U$DxI|k>ch~nyfaQq1tpa)K9AfT^|(e9$uNFK@i_b~G3hDadn{eV&~UC&QX=N& z*8mBXLHuE_YPSn-l|%6;!T8YSf^3$lwyWq_SKIv?&$-I_e<02TFPeUjG zbUp5`VH22ceI-BV^5*(*Kmr4wI1r8@iF3P7fVdz2#)bD*6gAxJjVM}N#)(l;_mw=u z(0D%6=hjWH3!?E_4%r8nqkG*u8;hyL44})xVl+JDFk$Axi-cMEVkHOFAKwP{*M}U% zv00G1L0w$*OarUEJ7(u2@eVP)!9;?kdacg2FK0AbzSSET6k0q?8pxw*SB7LwD~104 zsX;M8C=KQZ)A<2Tw+9;er=%o67Y>dXu=OxsXlB3eu_ZsVv1C$s%}F6XZ&@wq(g>s$ z5#F(ry>J2EpkrDX8gdOW*z3_aFn*8neR;9XGswKb)rRTCTkoTc68z^`GMHT2Y+r8y zw9p6%m1?y_{Mx|bO}`3pL}a(XK>eRJ4iqmp@hLzG(vT9ash$1s6njoX_UaWnVS2LN z#mdu3q4x7N8vF@ZSo_GOr2z^sHu&k8&6acE3;1X@;({h5ow~$nL6I_=KREbR*5;-- zroUXVn09XbDg*`g68#n2DH@M-*FmRl{kD+7IOg;g??cAt&;2;1Qlh{9C$P`wtt8hD zkdT|P;u{kJea{R4;X8bKDH(DsW~lZTB_N5!_F!RhSQXb4#3be`4Gk*O?SjsgM>N4) zIDb%}P(1lGZM7R)of*lYWj2|Ng2L&1Vj@{2<+>M5v=cY7hr9s%1Ruq@1$#KsO=wpQ zb5qidqbofC;?oV!gZcBbjOllHPQRgX2V0_+1pRc}X^AS>+OCKpr16)D z9;!hWWZd&S_YM!Dc4y37PU`2c0?n4sN^re2@$j7vbTuTdO-?(6HtloFe3w>B)jsM#9Ubd2dBGJT9C%Ps5|(c6zx zo#Hn|I3Kp*c<}Jj!w5#-oQISzS@!sWvNX^f;t!VW!|w8aBk3-7b-=!6_iTnqjX`R> zTQ1c}j)SmT39}7-r&z4h^(`=z-*MrrRPp#IEd>NS`%R}cq^Ad{Dh;nhHhgva0qMwT zZUY;iOtH0K859V&s~L$i1k>jAx|8yFU8v2>r#0Q104$d<_u8BU8k znXReMr^S=#k0w9SQTYz~>eg=w4Ca_Y72W*UI z0y_B!Y~3x6o{U`alerrqv z6Qr`_D11?<<Y40D-rXrjSzlH1e&Q zM%8(2EXqUW6168xV8Abw$i5=k8tu$+8`$kKD_)$wKET_m^^djZN0Y?{`RR2Mu|cMx zAx4)f%jeI(=rFuL+UgNouG9C=&b)cWdy?_Ma)@7AHbfudtRW^Z3^`bw_a6RSq% zD&BX5B;TfM2X;HEegeff%uxJNjDPiR3)#Z9Wpf6RRK|VtL3k8H`T2X^fAGTRVbZL4 zY5%O=>SFdwjpu?^+>zBHlG}YywSnm5?!NR9GZ%Im8|oz{Hq`($RLI3;?n3w&Y)HtB zo2cO2t|Pq8&4e-PB{~Wqo>wqHQ?N6((sdud@k;99h$c0{?tTp*k>L`#LN zcUT+n<5P=PuZ~@{z-!xghH_QnmF<3IUVeV<>0Khg<;6OtKR5=OfOIuSu&D^O)v8L3 zdob)u7ZiQ8CqfecFlH?X%=XYv-{X!1-fo@y4e^=+0Mla^cBOac>w-?;G$0)97l(rU zrTtRB7&49g3txs@YO4D<7eN2|sz7^ep%4dyTv1?KFWbeq7N+aQQL@W#7T)XiS8GL% zV6$#8e0)&YpagQrfV5(42y^k5aTCUeKk*#T^<_NsVuS&(r(TDor>;qR9jW6YG+iZ| z{&f6ycN%XI9d@PBy=W=!EX0Fnf7UI`)PA=#KAJ+@-Qf8=+y=wYu6j1|bgQp1(^TuN zQ*R(pi_i|%33dw0{)R3UT`NUZeF)3V_$g_KVWF;x5q|QJ6_Ce^hB+L`w;v}=ivb^v z%Z!L)*Yx&*;>;~9><{xI$~SNv$Yh{wAPclVwO?+F9;|r_yxe!7^hJdJ_^n!#LxilyKebYsU7#BtE{gVg zn=CMwmZ`y!Sv@Vb)M7dyiP65kLhQQn9pMy%U*BnqEqokT=g zu0GD6L+bZvIMv1nyv$ZQtnFxW>A7;#Kg;ff9!HJ=YgqT{S_ur4dy+3_Vt}s!& za|F}(%IeC>#PIXuyCEQg3k|)sox5c}bE70&`}uQ<0A^#_WSxRp>Z;QOz8)Fvr0+E7 z^*JI%M*GGsvKxX-Sq|!`;;&?ja=-}O2H#y?-CXY1@)sgAKZ7<){(RT9?mg1ju&RkH z63tJID)6lmqiauk|J%n*x!$NsY*I#~r~712{^OJ;2ePn~beh;-X%##yUyN_hmPp{y zeSJ~Pt_uyL=U<}HlL1VfyTtUoL817YQMCrosl={co=*bLtIp0F`jek>oD02?2)KlIK4AC=Kh&bS{GCMf0-Y;?rnNI#}5VJu#=FvE0?_4kQ0Cq4pvX1P*DlFXl9eE=>RcM19 z>GE`8@e^$?MN{KNm>;!{#cb+9>>Khc0^wPzeMsD zNj9FFIeK7Sl-r{b3*gU6_Hyox{!>g21lNHp2zVFa?U_7e)ab~>u`D{Z{RvcYVOFbH z)*V_(?Sx*GiWL-DoNmikrU3zi7FzUN$qb(kq$wscX;z%w=e9Rjtq&=+JG7xJB|>1R z{JU&k?Jsf)l01)j)t?${bg)f0j3Yu;jK>VEVq*c+($c$49|hNvGWxTwoaQ=-!89coR=w` zmpNJ6_iwwen#`_p2Es=fyfR+z#&(}iokL$lfi32*EXsKJf0MmDf~(zRugV6Hq9Q0N zqDWqe7XS9rnD%p;dR0ev=CSQK+hVB!dW?fli0JBSY5-di;g>0n2HbB$C9Bl9 z^mqu!-kIEw$G10bp%7^@02o}>nA1GK`|EPG$h@l3R!31z4k#Q{irGEdKdO;ZJhz0F z`7a&yF7A^pX@4hqPtE9i2z6yOCH>jroD7MtJDo~NOVe2<$!c>eMRWKpqxw@@9q|db zVQ(W7vSIUz`@$`Ewupj!-k(iD^j!|^FOC!C%P;>-E_)@={$lUFrs>hzLDjn*8*A=< zKmSVl`63-@e7F(E{^_5Sy^MtCJQXvM)-37F4V zV4hEdX`em;N%8p&8VZ2G^&(l6*ziccX&VL#ae$w%FZzeYr&}cxYz$~Rjc={=(N}^V=TDT=}feF!)sm`XOG~Ii6aJ}(whUL@k}>)&^)`&fT9Z3 z90nORHag^$l?TD6hfDy-d)s~T|F5i}2&>}-TiJ2eFwPn8awRFL>^GaFIz6hu#zY-ALHVhzI8t=1YqRnZ?@eRL`^MJyYoVQ zluoW#JM$hlEak)*Ur?~S$O&n_JtmVS!1&gr=;+lxyQW5qE?(-p&R+<^lWUE&#**-R zxHb}Wc@yauwp-gqW1^yQ%lN!l>J4`qbLEULry2Z>71f4!oBBhoG9%u znXfyyFZO|H_rD=J7jy!*o+!A@9Ts8OKcZU059rs$pk+u{D&Tonu-14-r-GFwcja3K zU>h_76hHA`?zN9uPfYaoyHc;Bimv_R&GGt+WNo`XOe;P;pHsNAIgOmHU93914J>Fn z6x?fqvhQ~KCLlq_YyE8S+#F}!w9*fz(TU0f5f$`s%wv-I~yip>$Ge3nw$OT=-QpUpBPOLu*G0V+J{EqWp;CA z<(Kyk+KOD;c*b06s^iexw7znPq}4!+7}-IoJd7xHFj{WGj<@4fNqtop>x-#&O>l#v__6(5sd8 zDOEe$-B}{%MB+&Li&~a@ukYjX7r)=UdDOqL)OmM%@Y@LLNO9B2;ur~fS)aFSxZ-dM z=v0gx|J1q`{{va;#{!zpA#LY#Q2Mng`|{Su5y&b_0wgR*iIc)GJIoWKw0I(+piDpG zD+|j>vXfPyNNJMYOs$C~Fa`212xVz`V)9&nx6gS13ykVMVvtd^`kOt4iEz3g8IRux zWO2v?_)H++FrV_J!8q1WKm-(?j#RCMifcxqGLw@guE%u{Vm6;UYmpp!cwB#^-WJg1 z#jaZ1_1#nQM^Vu*TFl*Pt`-k+Imq2F*Vc*}qN9DaT;{|9d5Cl&Xv7LmYU?x2M{Cw^ zZEw>`$lh`$b3e>V%tKn35RvQyar(yz}6TzEG@>>2GSiq zQ{65$61k$d-MpkWB)nTUW;&6DU(SmS(L{y*g-doY3~i)@F{jHzylTNB=HTx?&7cHc zN#oIv+}?hSd}#Phy&@7M(Qsa(s7!bsZXbz91%TTqt28vsU|9Z&YRQfaGKe`$Z|UUj z46d4_A73_ilMAiKEioVu?oMAJBrB6|j5P6BZO+~w3yX%C$jFq+k~8TnehjZqn$&Jt zK!=8uq~vM+l4^D>>$b+cRQX2!P_G}^r_RA}sT1VX>_!F&#|=}6o+M|oXQZjKVw z3GTc@#*!r<|D6>+M4RU_>sk}iw+`H@lh)>~C5_K~uWhmo(vx((10y!G$#_mt&=TeDZlnnl}7$Oz)QrwKJ>^~&-@DG@$%*8 zpY%&@8UQ&JP2xywC$7-#!eml=3=Hyan}-X7VjU4-(l!tTzuK%Yo6e}RP`M>BCt9fX zYzc`;NjVDb=oUu)L9{mxDpQcuBJxu%Y?L{beXdo5QnhCW5oh{U$~38{pQkLQ&{ny0+?D6`Se&7Pb!A= z=^733!YbbpstfB!B!Ybb!^p?3rAaEHLJkOWr=+CO6@1}3c#owZ4x&Wyi!bZo6#ey& zJ$TzZZ78%Apppd0yuVgDrtR%?)|pYfy=Hq%6F#Q1N%wAC7HE1J8cH0Y^?v0f6Af6) zeP}&FICYyp1XhWPKEB>vUH7@TyuTfZih^=Am!yQjw(^R;!5R5*1+!U+6IBoWi)rc2 zWs5S7A6t{hFrO0^SgmPed+M!>Rt|3#x*spt{2!Wqd7R=(3eQux9HLsClcjrggnWTW z(axFe{dq}rqLglJ02qJ2o$u!t2kTmJ=iR4HGc<*mKMmAT4L@!9))MGGH6GT5nFWrS zZC|1zIvh^Wr8b-ORm`rmfNVF zY&Bqi4Sqm(OfCByKGgd#vb*PTi*C4+v~|_E*hCeOxk3v{@PZ;QaixNsdt;Ps3k-mFWuks zt_PELS_8)+aAEmQmKJ#s`KBmK0UY9OL#U8hMAJA!{43T3D;~tj^mv0oFUpSR^um_+ z)?Di|^3o>v={DV%I)iBFnR3%Fb6sVwuHVo37>xn&;@+e196Tf5McT4Go6bn6SR+1O z#!6py*C)!=xMiSOt~(O+2iyInVWKaR);W^DfGXP`rG3PFsC)`0N%bKOLYUaMR-rj` zXH#JrzbTfKa?=0f>o#WOcSU%amG}b&qLcSItWfmojKXF7ITd*y3p|MW`-a@xFZ_U+ z&L=)zuPOSZ_`iZ8DK`4$6(pYHNV1gd;5#1yFBq8ujisG0%p-q;@7wlS*FnNqL0q z_q<3a+$pyKUV))CkJQ= z;GsXFA&9O>BP8(F1h9{#j|79F*qcFV_y9>}JHI10s1qS<01Zu|piC0=y?haaZU^+< zYSB}a`d?=ZwS0Z24=$E15{v!d;0pI9HcQk>F?P~eSPGH#r%6L)oKGn4+ohA2C!Y9l zjB5+h(m61}lT)eg>6w+FvKD9ncfZ{Wvk-QoebH%1%^NIJLpt$!fD)&xREi)1Z^u>V zT2ebpwE|=aruq51_hxI{p*Ts2lBd~2P;$}nhZaTG3tb&mShSkI&+Jh|P+-}^6|?1v zNxE@_!VfU&qO4?vB_LFs8{<;C$1@yU*P-3TTe0f~`wWjRU=hW3(a98tb5-uM8|0Ml)WL0@kNb^}m@FPA zK6FtVb=Y0G5IX=+_*~RmL@{|p#y#&Z_ff9W-{h^`|NX@oT*oRywzd63CQhBcZZLU( z_=_~Y>g{JXeKk;*mpcZ1LPAy_;IIl5(%3+S+u-&I+lS(8QmZ|h)k>Ny7h!%!NXT7C zl}gObi|qFh#!M!W-hO43(5e*PCO5?@vl-o6bFSY|jt9ph&uyk4rkzosz^t0)j{P3)F7J!rIRl2;u#PWPoHQ`{4SeAoJ> zgJm?P?9Ak=1Bny2TBZD|v59nM1}J{+-!Bw~7errQ_W@h#9goSUI-QPpOkQ@AuN1OT2$!0-{`tn zT~SLYZ-f1!N2ex7f<>ke0!#@KSEgsyJ!?cxs zkUaux-4NAl$YC5Fv{qrTyqCOWup(8$6qifqHeIQVHnj=f$VTIq8K#^G^Vdh+W)&Ca z#wO8iwqBEZI_)OfPKl!IE`w?p`78C39H*nH0~Ob$^gQ2(KMD*!zdq!{bnIuLZgQE$ zEoPIFb(v%jkw&bwZ2oMB(r(O7{&>I6u%caAem~Ch`aCiWv@9ybUqadUzs zI&ve!LPCdNX*Vg&FBC*%Y#faCIG^y(zP?$ee(!4ir5vQO3gtFJ(B9 zULTtkmmkgAtytqX$YW_|#H*=Epvy4&vUGy|Dg@l` z4i;<0)3k{`$dG05@P{`J3Whjt+aGbJ=*Yy-!Gv@8W#BbY`1&erQRmu)Lrkmp*I0c4 zYx|ghgnb%oy`v8aO66O%2gjMKMw;R(S$;!ooN0e&s{3M*2U&PFA;Z@41&!@*hlyh4 z<1quWR{NB`bBjRUT#j!@+^9_GlS~?Ef3y3&)NmEO%N8s$^jfpztVJ)3Yvq16X0?hY ztwqZ&hT4R~gk9EDwX0RxfI&EASKHIR(&9S3Yn})f0pCoEx?t-)-Eh%vR z_Id)~N8k1pN>?ql+-grot!#nDuet~nfeWOzw`rV**exlMhnq{E9o*Lp(M+m3Oa-)C z(YQYi(GHQWqR465;%$O&rhF!ki+eGc0trSD6_57tkMnr4EAL zGXs!?Pk!o*Jmxq2X9TI`*1@Q)6B7C9OEXgp_?6(UyUi*CtOPM+uW`fv`^NSc#<2|| z&RNO$Ab3U#a!dB6`c?>zmh12;Rfwj&Jzg&z3xk8PFs=)hJ zxjKYPyWZxW!&K9?5Qb7`2Xvr&%}GgNAuBB^qi*qW1!dna^(8yJUTvg!Nu@ZtdCaYet@ zTf;BtFyu9qn&GhZ?bTH`*fK1UEd_iCKsJpdZn3UR2Z$rPF1bQ!_=UnpkTEmHRaFUc zJEK*%dbR+cgW%)Snw*Y%#f&C%j>LJ|v?cL_0|wi&StYYNE`&qtk{ZJom8-(l(v4%a z(qxq+Q1*ZEMi)#L;1mn_my<8Eg#(I%;~RYQ_#$2NZxKE297vKN)}Ht6rgAta?RUTI zjDldk;5S8LXDtG20|K(&9#`=yvFqC(KMhxi(7+k!ub5B`R_n96RztZ^Ib+6R;mE5B zntmwDgydqkcj`OHjOFB;G|{C(Xd%$3ei53g&(8$;GG8H_X!`Www=K`!j{^=m=g$(K zB&p>`Xyj=B(12lXBNbXGqL4oxAs!j!WNyU0g@s9ROlw2AZdfKd#R(-189^->zu$)_ z$eu9qXk!O`A!&+|K*iX#bZtaX^8!4?c?W}H13Yey3PY&WlUTi3+R3$BpRnwC_-z44rMu)iWWPI)uBkr*9TVSD^gp9KReEFhd zt{IM8GG=lQQ0+&2o-kjkE18RCu4$0!CszD#WiJ&+jyQ5(=Fe~Y#;newRm)VEe2a%dDd3%tLru|)ss+GwD=c(k}$QAazRAH)uzYWBS7#Q zp(ecGKtNP)pXAsY&$$Gh>bE3dtB2yRWn0rf1z?@}{77SIdCW~%z!v|DLcs5{H2|K# zlZ4V>wih)rTev7UsQCxEE{!~BU~0;~EqFQc#b)l^WwQYj4D0riQk&q78MX@+;Nwn9ooIS{gGG7_@AMX{oLAsq@MS4=IB$P<}`>) z)9u+(|1~QUolSmbOKhk#h*0 zchG4e^gyFtrsBS`gOqu-SblfkiIcP$mykh6jHH#=pO5pLSHfz`*k+183{TXf_02#^ ztFSJ@dMIVjAOx|(^D44TMh0&ZDY3Y#9uwAABF$xUCx!P9_ zx4=GAQqsrbpt?w_5rbDk1B8r>qTm)_*&EW~J>N$owF^{P(XXlGAE=@A=*2 zjzfiPbk_?!fdRn08Al+)#V9HwgHR_V9zU8O!=%F zuut7(UZc;ZX6LGj#uGlsffk#LETk^QIh4c*>P9`75%-GrdKC4FYJV;@oA#N>3k1UD z=aU^_;?msb7QJeaj8E`_dVyi!;PR`g zVkYz93qi9I#dy&I2+_O%FH1GGt4%)dc1IIAZLjZ59|mshW}5PP&`;JGFsS?bP`d0| z3VG~T8`C=O>#YC?9y9Eq0%63rfxVsL>;k>+(F^mzczL6KE|w7ZEAdfQ*`8ge%^S`k zhKnkvcvy>=kF}ybIjNJbw5l-T=fAe-;X04&FUEPQOk-i%MW&8LE!RC8VA@_hkZZOF zo+;u$OqXJJ+SUyxmx7}YWZy@|L)n0j0fgVRQpbv_oij1VzWQ~Y^ln8F0kb94?7#?$ zv6H2PwHf@J7U+>{_|+RQeEIDQIxIVP<4W|d@gUE`oTIDVnG_-_&Fq-g%lFD(MKONfWNQGl4fX2u~)9^XYOCy@#^pk>|6}^IrsfP0WK8o&e-Ez zCndf{;5IBou2~HnI!hHy>h_nzkqW}~sF@p$^n=Y;vemfOt{%7YB1?muu3sgnd|+5z zedQ1uk-)a_wE=w@Zs|*7FoZieGB~no1RDq9jSHV)l3`7yEunk(T}_9rz;oDLHJ^pR zN2xn~hkb)dY|f5N_>7qg^&4#(F?mV?ccO7-xH}XUnxtb8@HHd43e|~+1+^Ru+IjF| z`NLfRExXM>>1zCDr+>Nv+;H;|Mm+mWjftZYAZc&^QW0&it};&qHh~HYy`X}72g2;8 zbBsosw3sAxUzEPzs8B$P2sMmQ^n!@9B)gfS8EF6>SM%BGWc)JupD|NeZe1)`xr zj*H4E@oM{w@X}lx^kVOi(J3^T7{jhf^oda`a+#&?zcm`dj6Q`tghvawo$44lo=_@w z1`}csb}iM49{jRlK&9RrL#_V4WOPMfW+ooif$cq^+rQ2-d3@8#c=I7mlnpY+% z>y`ME{Q1PVU#3h7-)4wJPV@m5;$ssuo{<|wIk}86YKo9Z&!OFxZL;n)n$HIur|QX4 z6D06}ynE=FL~Ek~XGrbJS;3&7u!n1x9UAs}w!WDI$Z%9Pt=>A2&IE*|8gnLfiO;g6+>~jnN}({uNrotEuH%bpJGEIr300^{so&ztBa)OCXu*hlS(sAxK8*)3vizxUK`S zkyO!ev0S<^NH?J`}i5OPuL2h_xvm#Cpz(7(4-RjMlEZFMet{A6{Pen5@FX_{v0 z%X@W-3f}}x1?Q&fKsiOVPY;|5#D*Y0XfRLvW8f1^ z40)h-o8b{~rT(ICFIAKO*&f8I&=Pc{3<<~?zs*0ct{q!v;RBGs?5qz_79&&-!5mLDt7>3v^0O|_jjm$F9OwaA5cxo}zBEUq5hHP1hT0860Y5~%B_%L?C(^VMxN%a8AbZdqDWVfUBEbNC(0 zU3_&yqf}%2^{vbiQ)t~_9rq8ra`>Zb4beYLDxdJoi@|z#HxR79KTJ7jsNiy4r*G}i z?;GYMXAM(+dgLF0(5_ZjX@Y@lq`^uROD2;#wqZdBb7s$AGyLuLjBXxJs~NB3;aUq* z!cIWqh=WeH;`l;vdJXQ}ShgPr00D6E+&NYb6YycTvr@HPf(Y_v%~<=;f-T_A%QBv& zn5(;vl7o!8Z#+SdIxi^yOKit1Et!yI@9HvYVX&Hz_sVD0AUmHM z#Fl|d_a|0Rngg9~IPs@8xd~9w+C-&`z8kW;DR%^3{MQdI>=bz8E&uIMgop}ePQ-2RobOULe^8Sb6E;3K!rQ)X(?#`CZ@^<& zC23|x4AE3uzEipNZ`!pS?Mj(LP>~Ao(mZ&xyF2t~JQi2&1nOMV>JKh{+Oy2+;mXd0 z>`c%9z0*9tpj`HL6bGzpoe~MF`y68r!TvZVm+g zFc8Teq3;MN$vEo*Fe2$>&Rh_+aOyU@$Plkq-qtzqYaLvTdTHvyEmU@w*LAMF9tRsN zc(kN}oz>za2~EQn=Gx`t$5d0ie;AIX8b;h`%eM=ryh9kTm3v&P?d56W+@22W$GnmZ zmTzGE*P|>T7>nz1(e<&;dM)kGh+tVob68asqjk$EJ6M+Iof>H551s#E15)YB7uSc) zU~G0vEL;w2(wzFU{7-#UVKzId10>q^`Qq8Dw=XM}%cS@ z$2qccNyk%%y}$Pq@=apY8j?MnU?1;1)CcPJehA6WE$TLE*mLmnytDiPqsYGRtU-9x z5IrQV0pc!pi+l--H#@sWs`dBc{4388?!)Y0NS2?r{boZWtQf(|rm~r7>E}_=w=3!& zuCe)!Cy`ANdd(A>1#7!B>CZqMD0!Pl|5JZA*s9og4lBlHoGj zN$1vj-@B~oUyqc?@6$&Ee=_iH;eirm84Wt*p7iG5!2Am_aV-N-$+%%*tiIKXa}@zZ zTfD@+ee6j`C^qmAhZysv5Jke^38QjEBbcip2h~r%_-A$R+Qp)zY1sFd0A}9v*^* zHurbvwR1}h?Co`jP~JZtM+;=N{>q@uN<`t$drM`X>*!$h!HT@-u4IP(>D}|@D0!r` z>F+30%LMjPw@kl53?jNgv|NCC0q&w9<+$1n(QCNxV$OXy`&UJYM??3Sdcd?#_2 z$#cvRlwfb)Ds0gblhFnuNz-Mtp;H8aj0-fe8r~Ouo`~S}v#JXeJy%^t;GK@$TGn4&N6E`Q!@Ki}Wi{ zWeqg_tm+XHJwF_?28&OQ#}r*>A|)?8mJ2EaJi4w=px^P`#CY6$&bQyhc{c|~N8)Z? zPrOF+I45w`41~{6EuauGY%x$vnIj{bOpS~3{?g?BN^p8l`TFH~;fXKOjl>h@Mi0~} z(fd(_9^#$%fdX|;W@ETXpPNFBBO#e^*gjo--Z93dq?=OI zET_21POTnjwT_N2kD~=~JAd-|V&fsUF7reI0uVc<2d)Q_;1qW~8awbP(UIovm`nYzf>~9pi`Z1y1agFOAw+d8r#lIIc*IAa zP6IXB?x~9^QihMqv?&@`lMixC6QB6{I1RpZ-miTp6crV%Go6C)@A4Vg-W;OH-T_V3 zLlTjYK>9Q`hIPdJokm9(*tFfSeRvO}xq|=pl~T^m<4|YW8_Zj$>u3(g+5L3CJj=TE zr3R+x+fQKK=?Vq1pg*{_)+052W%!-lDfXf%k(g)SI|k^aMbbWRmdWZcxnEm8u^p+j zSE?{@MKk0zo5r#R*I6BVzlMgqnWcraKe!+hr;)Sy1TVZAEi?Z?W;i(eb)3P+Et=lF zw{vJ9{xmzt(*?wz$Ycn_t_4oxzv!-id^9~3|6|F59yj#X4onN*+p|(~u-1oR5$sS= zgCk&QX1~Ok2+lYH`x>K{ge)DFDeaObiORvL^r!|r>6}94VS?0!L*b%GW|D>if6^BS znL-l0AKJ~E{M^r&7~kyEW4O9(j=nS{a4WpoI>9h8U{9gpD=soyy|{%RUE=*1|GU?M zL?>U;5EU$l4ZpvtsK>Su|BvsZx%;`X-zHE?_Wl15^_5{&HeI-2fJlj?ASFsDEuD&p zBK@LtcXzkatsvbk(&eT>Qt1vU>F(~cw%@tV`D<+0&oi@Tt-A)(_3rUKihDivP3}fU zZV2^1&2Ko!U*`Bo+b`8A8nI+{sf#Ij&6L9wV?A}TK9*P(XJpDT66e2(;DNjpW}eAH6{x@Z8j zXi=2*8zaIe@O}mn4iLI!%d0V}BT#hP-z^vn(Fb0QCvr`n%wwapA;>frf0gxji|r3* z7b%t7_T!yXxV*iUDoux1MXdR?s-8+`Cz$1;{b+^y(ScLRc;-6y(|0~v^KEZN2wXT> z6uYWEVX2~p(vUv4?;GNiXt*8c&6D?2xmIY;-s0-W;D}&Ld(JI4oMQzmadc0>V$DT9 zYrg4)kE2m+Odl(YH3p#hhqrDkl3xyTgu1y38GR;-a%lNhA|KfNzloxmbgyv$eJs8v z%5+IxUPyWAO6ZufV*MD|By6oY_NUFmAkvrfGKD6rgoNq9qAy_@+vSzz>aVF}M4iav z^GN%Y;u=?%xcW&gaA=Y$bgG3Aci<8|+>vnPoU?BARU(~|0ks>_wRuB)`KfoSjX?>&LBa9e46~tlmm~%?>

W&T#mO-|sVqCaS4U_t#uXJ?_ED9L?7lv&Ke^#1eoON}rYNSUlbQc& zC1rxCzsu(q-lzWl`xpX=%bw23+m3GGty;)M8$t8|v4sYO2>Cb^#cD-t0+bd*OohU> zna{)M(1hf&PWT^2innNe@CZPjJ`s%Ku43GDLOfSr2|fL7j7*%YB7eGBUlE7ABlA_n zPvZw^&Kc*1qW*lFL_=N65aFKlq1BB4gW-Ia{TsU8I;&9wc^4(^>$9~A%l%BbWGIvc z=K(({aSVn(erS&(VzwcWTcCe>ozb*vZPSTB6hCz*{JEqRw@)?`SN@CR$(6KRj}oeq zib~K`vD>GgT8-y2AEix9p6>4MG74py)O`CEfJ_2O7Ial`kq&MZF)}jpW$~SRpCfQX zKUb-=cq8X|15V#!M8Lxr7R-~j;de@QtX4zZce%%%jVC0;aSB|%zJb$}e4hWtT$Upb zt^m~x5IFjlwW#Z(=knXVg6Q1Sccc<1t~m*bK$fHzQPlBYL&N5ED0+;*okqdBZEd5- zG`h@J9JKU)6u$+XEGJzVlZ#^w{RJeNcl_)fuJ&9SUgRDJ7gJ2oF1~N3yEV~Pp}$o1 z+}WjXFvOV4@6EZOioU1=G~`?Ab}T5|j&*UJf7BJ$kGWT{p|$^l+k5(XRIFAkfY;|x zc^wIBXBWkVO{@zYi9e;z;XvnL_ySom{0$9}gy#xcoGQrAMZVecZyfowrUj#gJSB-G zH>@C!Mc{NH(hb5gHm2(m#>))%n=o0ddU$m{eTR^i|HW)*PuDum;p-IbUt(Y%DO4(9mIYR?CgWrTfiqBrV%IWW_ETy9DySBV5! zYP7h4g$HR$x~>?5SeE#$rG$c+hb5L>Byl)4mxp^!e>lXkP2-(zbD7<_iB92p00=Il zMtZs)|C7bH`>O!lB70mQlBq-ett3WOP0UXJ!w0buz-|QI(_Y=i&%&+9S-5hLC4nK0 zA@g-Mp3&X>$o*tSH<6v>>EoSUXUaj^LaC^Bzt~q!@I2JUuijZ~I+!LEXupl5?y5K9 z0#T&=3jM;L)6r7B<@+6K`kZ_+ad{!NrL{Jwd4sDYv3&RP`a8aUlqVT-x+g`GpzuIW zF_AQ}gww02{_H8P@C7UPlpVgZvNE#BLfXu8=e>nJ-L0x+ig)kc#qwA`x_$fh!Rny@ zZA>D1+!w76nlDc8-yZbUOC@Z_|MFR;xiBt2E+xE<>TvU;9Fp{o0OJvIzG$A%k@$D9y9#Zj^Mwgr+IxJ z1*^x6RKyUOA0(fV`f`6CQ6Zos=DfSbBb%W|ki%z~!bHR>y5V&}8^R+TiKd&gKQeEw zef~CE@*_H>z<8bj8#t+~I+-G9?W;27=876bQLf-rKa<+_Z`IPCJ@HK({+q8m66IV= zp_3d;J(Jw~sgsB`f3=t2ydY191!G)QT40EW^U9)+2U58AModolH zRl=J$|8`1g+BgK4VO01;D8|15`4Dy!St8L?{o4LHRv2gy4wL3|l#2hRp!+hQV3DuQ z&O6dJ;fPN$p8xLj#!cq!C!{<-4qmy@QSjQLUilWmNqc>$B$@bn?8xw0F%%jsQ@#+H zQO}OVZri7XUh!z2SIWCpm6h|vp7quMMEtdSq4MX;^5hqUH*lgiy;Q5GntmD3Tp!}< zME(>7dK5I7us<1WW8~%-)B5Dzrq%6y>wlTkF0P?WAvZz~Z=EkK^ycfZM@Tglf@Ac$ zZ1kg?AtUiS)HW0#rW7J8J_WEpkVKxerq4&%Gk@Ph{+F%8jjoyB#o>O|eGZ?IhnQnq zt$ckiK)M_BFe!?|V}LqC=%LB^kJ;O+>}aT|v*?)AADeOjj9Pz-eUjpVK05H?)O`d> z9?AD??;Vph z?OU8I0s+^F%UDxXGgv12RtQVQ0yZDC45x=>g>KD#`eV_ zP8oNv*sF9y_y5kUKD6gmrVih(C>{S@tj~JToc52C6V**7+XI_Tp}-WG78Vr~d+6BT zv3IxYq;s0hSQX<;j!mZT&apNyrX-d=4BB|DB&G1F`=^l+05a{-lT5Wc6POnse;tJc zuLs|eW!Sv4?P#TJtYYfPa<;RLcoo_E?Y+A@GGt^9t9A6_n#C@Lj~@HC5BGj!pkk3` z&ev?CB%!N*32eBIUL`QRtLcUcc^pY4kZ^)xS^1OlazE64eWI9UDxzk1<&~*Yr1nZ* z36mum*lq@R(ye_j#b_p7i!zf@{cvN@zSar^jwzeS;cKcfQg|AaHLM?7{S-1kq|yJ8(ygR9dRD*N9m0kjaN;V3*-A8?JeX%@V)g|KQIU# z10{8lxI1up7Y?2hK}&up&04MXgd~Sz%x3P|p`;ctWno<#@$m0C-lKfjTV67F2lEb1 z5hE^C3Q)%eQU|sVqhyS(LPx6fS+o9*>8-#mQ6P}?{;>aM=zdu=xDV~qYQ&f?5>rSy zzLZ=>@IRm5ctH4Q3aZi-V$E}LZhNVa`+08r;|P&RX-rd!*RTIA)fZrUd5N+WO^I(7 zkow`h>74Ej686lw5{c+U-W#mkqb&7p;W212b2^o0CeF-xkAs2T`+T|Cj;|m3eNHk8 zpOEDBXiH(fq~>oZ1eImWNpBw7ZdUB9V*N!(jIN>;FAzx&WvSII5ba58xH?L^8=zl0|M-fDb zHW<g(@J&?&S);@SCsEoh-Xu8K)~^+h#+R6RM)2OqOwXx53;4i_?f`IDcS2s;YzJ z{I}9o&qYFj*PZOpB(ZN#zDlanei?ZSPa)t=01tK3Q&4KUSqZ>wjno7({H88q3bjo&f>B*4FhgYv&TPWvlArLghV?R|nIxK)5G#G=8EH21eo)4BBQ7)1CgC{)@+eozJ)RQV0=Q&w3|x&R`Q+Q9AnZ`{Zq4! z>6WceQ%Ly_Pyt7-RRYWg7lJnv2GQOwufKAq)R|qxtg5|S1WjK5(;tMrxbDdxMhnux zt{~DyO~4=ItiSk7;BtSE!?S>QYG$)1!LwHUV_j;~DW%#TmGI_eAeH>RqA;f@D3~w- zKo^db-VcyEH~B`rv;>cXc-e|Ud8ny`iPKZ5M+rM;zeXQS+wlM?OH5X;1+1-*#xdJ5 zOFgAm=Y&QN(iXwSAqP*Dgb)?#=?kG4-u+5W+zpBs`E)U87#|nqa;`2VyW*H8Iz6q^ zjHBm|zVVMUs@$SY+U=YD=KG+ zAwGU&#{~~x_NRq~w=R&cQ+p>kc(Ll!jlf%I=n_H4vTpO!H*P%EiA{9VTRZLy)ns?< zR0DWZ2FvM_7+$D}y%f@o0h~F9)V^iL2d8N>R(vfip4Ie5pzbvirCqG~(CR)`{;ebp z?BaZ28e3~u+BM8H)(jFGAn6BkUQz2mMHczl;UgX`z2_bViyx!% z1&SlYF=^SL7qZx}q46fgoy#udE-^c1XEt|bz-}hHPx;Vua&>y1`qx9z&%6PZe|exL z2na7Y^R?Kg>f1>i5o}PiJ^s@2S=1%_V8K_L<^9Tk3W>=`X=tMM*XXmshUwCKtm7ol zc@j^I8e|`E$R3BI97Lq(YIhPD_0MH8BBbe=eAf#jH+QT~&Mjj(F_|l0wBR?Qn+j0@ zHwd5G#z7`;8u;kn5@@n-f66`XKTUt&pcwR110k)4SC1qlb|880z! zkkjla@d>E-jEsC#o5V3BsA1kh)5iY(qz4og$U$kHPrbeHLcJETBq*eM4e}BM60~4l z3kA#5YZ#)D6B$SgFrX<%HTVujUT4o2e=~6&yDEUU|qzGxFBm{@aY(3}V2D zyLU5Z=fEe!ARj*3jM*T*-=1a8ELdo*59MZ7%I~@ECf1TgoN5-z!EBi&NLIdDK=ts# z#MDoMIHcaZV%g;0Zo+S1#wh|lsRpe*~LpbRhj-@aP$05GMJY!PD?z*5}ZnvIp zbqfQt{Ss(KJ3{>q`2_jwfce^uZl>>DwF7`0$$8~;t~YJ{C@V6ejL+5{B7;K*DUb)B%pr?H``)@|`L7^GI7Bt&9{R2Dl2D zc7N`25|!{Jg#mdU$8L2u{LnLm&{dHY&Qd?F2OZN*bTzwm_W!fK0MkL8f&=Xhi9*rS%VV#l~ zPs6Xb~1MEorNGe=lpBk@(^R?P21Crw{Aon z%;A{+?JpgSxgPw$0!$aa7>rUN1=HnJDT&Wl!irXT)4(A`1DmSO*R_P#OcYIQL`h3p zRWNkf!x_g*Ogpr)u6+|rlKd?kgZ7V{fEBwWJ5c4i^KCtr83^x8OAU$4DOat zioF9?&j;rYCwlK-^gGn-?3eY!?0b#RwXXKPO6Ywsl+RC%`bLaY5xkST0=y?T>Xfx{%{vbm(i>FjNykT3iUU<>f`h%u zJtyPyrylLclIm1akbBOI}c5DjD0xgVs*OnoX25=m^r#`+dlWC%XsWvMJ$o$kjWVl-g_Af zJtKBA>3wn%_jg0{3l2Uo~R^nh@0z9jEtk71L}a}QrsHm zUAKhSujct;`svq?hB1hUC2sznmAJH@DXOjB`+$P%-~bdITDt^ZFXYmW5js>C+T(>N zyrTE_WMN!!a~yZ9Jvf&TC_X{;m_B~4EBv4n7(SgBYhEgvh5)&+aC!W!@vM_D5T{K^ zx#r!Rp8y9=uw17>+-f;dA}UJiTA%H^Qjqif4S44CG~imoGXs`x8i4l52xSC zz7hmTltwzg5YZQA-nSY4kn@H-brcg!VVnqaOnlk^rFT+MXM8g)p_|SVadqMs7KIyD zPhjG-|KTTRoKXpii;MbeM>8Cp1l)VmRU0gSWMIEbQgYV~SUW)x<#(C<>E(B`Qg7smS9V^FLN7f;C1kiJ5TJzb$0*Vv0B=MfAV$dU5a?-X50vJDG(q1io? zR^iEVb@qsqv`*e-@OhPCl1C#V(EOFo+efRdtH{;UV`{IFlvKl>takM{!G;S@KXmSA z8HGUM`y*Il&glmjE{_j+3~q}1``}z~?y^{DTJcLbGG)1|o!>pQeUs7kq3zssdfA(k zQuZ%Bie7pfbX>eSt-MYgxB$X9ak9~bV+Sn`{D`s9_kRYZ7CF1XHe0nUr@LxuU#qD%?9Xe!}1u|J^3el2KgZm%V zJHE8$j7Kk!O=S4jVo|#t#kt{zGw2!$#Wpb>SWNDIOY-wZU+=vA_e%Yvp21mYaPXmq6iEfQ}fX|6b?Jr#>YTSje8P@ zWK81Ua2JiN12Sb9?woLtZpZ$P{nyj(M@{#CrmF{&^xKI>>GY*?BM&tOD}p}yT0CyM z`j3FB{ypIP&C&^Y-F@PRZ$w|*A|-_>4QOA8vH(ZIRAkMdU@kvZy}yBXTm#OPui}0w zSft?feQ**6R_myC6Gq?J9UddX!60a>f8GOtkZNK8g&g7;T8T$D|I}*43MlibvsB;VbBrcf zo|R|%-pPb`>(AJ@Hax(pjp*cn{5?yF9wIRhf%`QR(&3pDSmpxdV!AUFN_!}_T)nff z2KLqh6!SLzJcQ|ByU-&ht0qQ)|EYrfqz3nBR}C5{5K@O;0upY5?jU|~hF;Uj@vsJ1JpWwp?E5emgH$)g@*;7aUo%|Jvc-(m z)-uHv1W5X}s(*ygke}S+G@tg-I%33r6(^NByjT$Qa>GeKJH7e&zP|u)Y5B$2B(y zx4boS49&_)0E@^Y@PZ+wDU-VdOm^$+qy5bF>W3`Z@wFEdok$iF+$$8D*YqG=Bu&v( zU*cma;myCzrzC-DjjHD zzw$_|5X@k}83{8_>o8TgDK#fxQMu9N|UIPNFO_AR4_?0wf5H7hv-e3}!O>|Wln zB-lm7(JaK<_0may``i4< z@g#)PWq+=i*x9kGCd7;{f~&;bhRV@Kg80;vtUlLXXrd;ru#+EGU%P0 zt**uofMy;!_MVBxmL{Wz$1*}7g*i~YvbuTLOY}IA!Z53dERO5G*N4?S`eNeu=hF{^ zjq`GlT4b1cB_FW*{%VYu3J26bp}s2jBDt1r51WtHF2C&X6hPeBZZ^xk@zWG*=bBDq z%9&&sy#kBHzR_a(&JiHZxpN%tF;|B!FAeQpbSm4)Z2gzPG4nawJ2j2I;fX|@eQDvR z8z+CgJt^!wF<2;sCQl!Q7bLuhHhf0Y&f`3f9m{^Zhfl%;HHO81zn56JAy+=D43RG> zaP0=pfLyI2#iJ**CX@9$w8+vhuC=uKQ)ZAan-iqG5688v2}MR z?CHyXg>-$+Bx~viA)MdalKOGBEZXmG{;)LlY{r>=(U1DiVKq5@>2Suqra5n0Tfb(X zU6Aajk+WPy-ODCmeu5zp8jo#&#Pk5%>K9ammy3(+ZwE;b6De1mBpl@i`_!ocAl^55 zj505f)HnX*!`bCP1fTK*m=f*6$FM(Ff0e@+)#`h2nzw^aF~%ApY#Tj0)L}HG^2h}U zU0|H>>fF!&enijgDUzWat5+u#+p2sO_M9~9h=qedLs>Y^@yZ1qB)IdJlq@p*BSRBR zus9v8H!JfuVJlhs0~Y*^+s3#?V$tQwrD$Mu)vkJv{_h3Te)xPC22gMN2yXcW`gCSO! zp=jgVQ|2NQk1EVmxs_g5lA}}L)}E~i<5t&64mK7_uI|!W9>mG`@cLo3GgC~sa0yS$ zJSu!i4WZ{X4iG|iAFpq9S zw7dXCEWhFp*CQWDuR>Xg9x7)dAiniiW+!TF!}d)J5LMbM=UKZ>DHVMFdW)Rz?H@$3Y>QsA-@wY;VG|2F@qV9X zOh%eD@WEAC>r8N78r>W5x+n2AbmR;)e3hR4mk$|*-WKy#4h)?_cZ{4ct$#*^iz9(a zD4{3@=J6jgj?u?}ynFc^&3X{QEeCl3pm^R|x77^w$%iREorOi`m;bBSqfrhxUpcT$ zmF6oT!Sn3nzjLHRM)>8C@PprRDSYEmU;J^%>;7{Ye!9r5Qw$3Jn%33|jZr`Bfr{Xs zo9dc|dK=iHK4+Uo(8-FY{gyQ0_MK3XZZ)~1BR`uWsmAu{c8#H~<2Wi?g~myES;tt3 z4*AWU^XUdBt*PRM^idp2Mil6!lbc~Akje0z>zC9 z%5LBK-ec_aCLB<(lZ{Bn-=EGh5ClC%20Zad?b=`8SRk&VqK{na?-su+_5H(LyD?eM zjGt`{1(j+QsxiH1zC^Zn!k*5S5{*(=hX4)^XRjSCy9Gv<#g#HIXw+90Jrw&z+(pPd}z#ct12ahW+qu?KA=r) zXzdY5Hlo^T{T`>MefbdaVbw#E<`+N>z+~_)xmxy&OU|siSIwXE)7!=%r8N62alP|5 zDT-|N-hM#NgKs?CZh4`f2{ZG z@gHS!^3Z_vH3#3?E{J=OTW&`4I#`jP{q;0YI-Btq<4R8MeT2dk_Qp}Q^U<>5>W%@r z$M`Yk%WNv7uo%hcf7?wZ4IY~uP(vQS8r_}W%H;s|mE&}Wm8$!{f>Y{N<@prt#Y+i> z>h&)}86%WeX=#1=QWz^w4iI*^3UJt*Gk=X*rLw?o6MGidx53r$(*DV<*c(@I1b98> z1=%+0`{;e^SQlS+IR_hl-PY<-!fovlDO6$q>U}iTf=;`8Re22C3SlDrW)lF>^IB zpoifL6kQE^Lb%87m2E#bsix``du!q^U!NPp=59X|R?tsMhg*Ff{)4=Xf2FO?EciL> zHN|MLDXqkh9ag3bYxe#~rF@**Vo5|evQlAjOg+LfrJ1HUcFG~c3_=*w=HS-mSh$IM{-+>e#SUN7|F^%2GmL#kZ@3nimK3vgLlQcU?QxRy!LW* z0%dY!^M}dsL>#t3kEOj3%J$WvMOHhAzHT?lxO#loLZ9EOjNKa~;Hw)BgwEy;oBxi| zb^8f2zU?z#>d5M!B7{db;Iv?qy>MLdT)j7wrmzfm2^`{nc$_YqXy8=GY8ZBHJzsXE zC#<7*pZLC`n(ws~S%UF&y_b}5$*UgDdE`MiBc^2}1|VdH9b6{1Qs zR?cc0Op_9wJJOS5#Wz`AZ?;EOhFn|JQFx)a-z&m$3m^K02DK94f7oYQ?6D?pN#V?{ z1VF*UlLz-QfVpZ@yC%?iw0+vdq<0{o?6;moXlsHkAH03Y5e-zGI)^`p)daUqM)dMg zQ)Rq`kiA+mgP`fcu+oE!0Wr3!Z9Nz+Y2w4aMQN9dqr-T?+R2ElmnievN_ z;7C~K&>qMb4#hcro0_mQoxBfz2snVC2`Tm}Cav=ie{&|(1gLCf-NYtDQYfC=3r4y| zkS4!_-WoV3yB3e&{wA1qQIL`Y3XMJ1sp-wO_z+IW28w0Zx~r+aL+DO+BxtdVUW_ne znO6y!U$WpHHQEbC-Xw)2lnhR~QU(Y920atZxAs5{;K>c1yN=Lgxh?fbJeXLq2xn)z zp*0$i+PgDLbu^vU5j1Dx$dfM zZ8+1F{48lF%o^qh9aX4r0}~m*$DsOpOkKGYDFY$#m;dX9=lTvHON;fQTC=3e3?TVI z=0f#Qe(h&8BM~<&N?yfXzj|4rA+K>hy7%nA`8kq5c18u$6RF&vD`*0>Ufnv)IyExl zU_VSX7r_*1u7xCA> zRX*&i!#BxLFJI9rsZT`f&u;duf#an218uqPEmT_@ttH8Z!_IFj33qS{oYg4;Lc4|) z<6~K~F_=~9owIINs_~`k3OZToI8H$ANLBbEEj362D#4!9gNI<7r9pOg(a%solyxAz zDh2igLf7!bxKYqKL+y#hR8eo73|_X8K&S@bh7}FFlJ@{JFuAwMgc4#d6kWc;v3Lwj zjfwAB%BwVihm-c-d{4ym-R?^A25q=pb)V>ysfas>4mhUz?X@27G_AX-h4(E$rGvKE3K* zh+6vcFkaG5t9$8TOp5CSf^nwiVerqUOo~Voee(JFW?P}hfP=nUkA)H`2Am$WK}i_p z?1~SFJ)EgQ?^8`@zg(!{I4s_s^Z&P_)n6~WKQ}gJa8(_n_RdkQO}8QkmSg4EVjwzp zX69!|gQ4t3zRQs63zYIzy=R_o<$Nzs6Rkn@q~-7ElDfT zAzeu04U(q_5mSrP8}|=u0SQJ?8#@yLgiffi+}K3)DKKS~f&-szcmU_UV=9^?w!C$6 zg#*%Yx(?D-+gHgMFO|Ic_yN24=J{{G(bk^QF3ykNxJjM8{vVj(K(q&hpHOzxZ$mO6 z-9Kx_0u^%%zyR~EmCTDl65>A5lA`luBCnNJ1I{OQ3^T-M%mg+6lIVEDb{wS|g+~b) zZ@jzFFz{x}jblXvp7;P$8fHAAMwpU+?qjdK4k5?3uVTo+{9NdIBI{=Be=T{vU)gKV zSUEHT|`xys@@^h_zZ#`2=Y zld^Kke31Us59cWOchs}IE6cgXnCrkRdyimLHsVN9#r^ENl=b}%hDo>ObE*R8YG zvK!y{uqP{?wPaGAn7%$EVhM z>ApoLKy~3$7XvR=_}_~~JBb%YLBsJGqeUN!t%GbEmz)EkY?KQSn(+uq$BS|xJMkA6 z2j82_{KARMK8lK4GArBYk!w{QO04&;ei@475|=V{kn=CLNQzbU_iOS(m4)1AmKC15 zP)@1&q=soo7?d6zV9#FMP1?B!RO0+ZDEjxKTltvp5}#BGT5PS^69Yn&SbU5;dohvy zpnM`WnbtV__56f|xBfZN%|3x@-rs4z+sjE#jglk_NG9AEL8>>cdP!kLbBy5!etd+Cya5~1#E*<)8LQh;MztlkQhk+cVV(4XBk)bBbXybuvy_! zKe>OG!sf7Yks zJG!++r!DG<&0q}AWY{~+oWYk9VOQ?;e2qo*pSrMa-lEKW*5bB$X5s zzvH`2O(hZ^|IsVAJlsNqzL1y5#G_cyECVqf(Hvpw*`#YFK7nk-%zjNbQm%SF9IfJz zn(wEi)L-4o0vXs9|3O1}kYErd)I-^!e_Wuon(F74^%3^!gP|nBBqp|8Q_1 zvri*HabKZ0s4Bf~sPM9QAHDQl>36ryaheO~v2n~y`OlgCPej@3<|g6J#q_uTRK{*72hf?2R(=$M{v`uxcTDuCU-@BK9Cp+ZG=$@^Al zGeTl{KQVOXpzQor#${)mZmn?AmYSt1*Dl)BpALSOWwyL+5?+ zZ8^5yh0pS07Y!#oqp9SQ?2wL^;{i~5#AFTM_70o7h`14haQR*TCC^Vl} z&+5m9zf$c^VG%*7atEH>MjsVAL(uACdka651W^rGe|OuyajztfRrQbwKb?nT4vCOX z!pb*fQuG^~&+I*SKLPd`M4`0yDJ}L%Ma?Fq$zH?A%Zrh7JVU2x(J6wZ`t2iK=I~&c zkng-GTF`iN*bd$r_=c=79z&m-d++uj*i=W3*ij5DlcnPF@&|0oP0^#N#$zg;`Ozhx zP?@{e$Zgq`h+ zBIA&E)qaiheTwTN;!~P0P#{KlhK9z}BN>_n8pAL~Vo%FZk6>wxq^l3R=n*E@+eO!l zg}#pD`%1tQA(^48=+li~6F;FFf{~}SR$_^b-8_@s6$v#z{8vOjBc}IyFUh&E;<;ls zS-9R-{{Zv6j(0c(^_fwD)AgbG7-*_mXpRs;#;scuj<&!E{9^tsHW)D zKaXtBP6rMd$?r#pdQlX5GPBZ&77g2}GJkO>82cN?l!`|l%^UZTA+?H|IulXB4fAmi z|5Jta9$VsomSTRg@r`x@nIdsHwKdsr;!&93N$!eyeBTTw8>D`uKAerI!eL>gaKqp? z+J7e{i3OtJ^yc3-vMjEi`NN&XY!*~-I_!MIV+Ligg@lbp=RV{RL{ShE-4laO@xCI4 z{#M6eqhUB3{vkS>FfOJr|W+; zed1qLRjqeJ6CeR$vfrm=(qu34{+*&aT`4kE%NjAveHs2rrASjBJcK)({sTGMDH#rl z%oAlH;4=e8s;z>=ap*W0IAMqkDWx`jm32ZH*Yh^7C(ZiDv38G`Yo+FmZgAN^+gM)!|-%O9ZXY{Be28CJ8s^m(wwrp?|h$?3o z5lwAm1`2=9rK#Uq0|l0b_6*CpN7{S>xwFk_BzV`+xJZ9BbrRcXrkn@h1PK|?{i|u5 z|9kxPRSiU#YK}=Kb00O|9~h7MSEg2GWZ!jPo%tDxj;}B1Vzdci$4K;ee~HpkAr4Kb z!SPLHE|c0|FtV88Y1CcwjVu+;)wrjCuzYGWIY+`yIQ_=lTMVhRi4}WE7n_@|W(gRf z<%;WWRCAV%=r@%>OPl-bAA_m#{*O4Jr%)RrX1wv)pkgVTD-8-+DOcZeose12lq4ui zi2dt-O-d{c2xhrPeNl#G!_)uo>5G_+-#}g|G$_;j>&w8cxufb+lR-rktas$1qAyzH zdgV9h+ftuDL(ocmFx zpK)zL>0_|dRP@aO7YWPH$@eDMF1azeTwrRkq zCVCMuTxMn|psBb~I@S3LLNmJVi>08shcQqkQ=SQwu_Sjx-e&k|GUSOM|4KoeXvX}! za6mT*Q_Ae@ufh+Ot@g}`F0(0@4b%R<6*A$7ST9iv(|sPXIy^7?h9|`);`cF@IPTUd z6I9!r%>SiSV_&~tT|4OOcJkasO(h0s#&NShl?TOA!A*u92DQX!kx5XeW0M$?vqxNtiTTN+m z6be!>DyeFa)t+dJV>U)LH?$Z*a2Tc7!Gq}dRjvkt4>^jKeT(dVb_r@=iUADf_GOY znS75CPFC{6*UJS=~RDraCBhK4b3y`j8w(!*a+V{)-Z$>A@=}C#O`P@aKnlC#C0wT)ifc ztuo1yA|f{w@}hovqnCj}HL_CYwL3E7{VCd8p8{*$4s+yMs>eQyAc=Q+--(n7-RNVj zrKXNvJO2&@G|2f-8k>?Zcbx>^@Df?nU|*fwM~sDsQVi?QY8b*ki>|Gdz+^mSeD;fQjnc0o?$+U+ftn2TXFGOxB;ETlbMsV!cBFM zyN%Z+R2_-5G+<)~6fod0<)~^v(2TddM!|RnHi~PObAk@-lm3H7nGT zk`lX(u`duwljC+>s9pn!HCj7=e=hd=`ug_QxjI5p@MvU--fO|ds^yERa>TR>8~ahK zSls0Vbe<6+;XM=&^xBQdTnIvMo#>nYa@qzL zS{WvNC@Zl<-rxSs75v95aFP8`F20Q5AptqRgWg(&Uz|ZtL0W z+Xu*|dBLXbZljOSEtLwB53^O#Osb`h+Zrfy^Yf^`y7E_?qvPU~>$k188m>L=Vq$hS z9BocG-cTs~CUdfMb+m=eqs3Lxxid_fKU^8Q zwM@S=`fjiJRCSaeHrb7Vd-o|Rd*@n%SNqa#qCmjJ#nt&X@*PJd59*X?@lGO9uqR~P zX9>b>AzyyQ?xuKt0X5oqg5gcp+SMHssRNQeBNT8=RY+f-k&Nh(^p6qlP*DtxE41kMq!+ zWS5}L3B>+xJLUe-grzN5qHq4U&S5<8I9oEV3ATq4!h#&1RuUQBRMsnW4kj}=0BuQ6$z&#Nq zdGM@)B6}Y^LqQb_r|7P>UoW26H2YH?xL#OO*yNEU-98^KEG;I6=1`OLI+&_`8;`Pe(eAV><(Zvj`Bt#GNx|&YYw2{giX0-D?u}cSC z$U_SB=cB#(2eIIkiS$gA49vR)l)cDXk)&E=$4oCRU}%O7GvU+uvP?;-s6f&*|F0*= zY5y*{FEWjqE~{7W^;G+M%d2e7W{(#C_tUlS$$)f599Jf39$&sw5mm`*uiaV41V8Ot zEb#@u9&RnR?`KNLu2!9A7OxSKW}=E3uBw}CpBr>hadJkDjVZx14rrd`>Ftd_zJ6*NYQX9y4;Va0Epa=Et5L(XT%*PBz0Ze7Qejk}|Z>@2RoUJ#WWPiJK6R2Z2K%D#^JVN$^tLNqKM z{Qapo!|;D9oGRaSKFGBY75otiksPn;-3~urJkYySy6+)Gaa_6W-jK3=Je{JpFkPP# z#qfm27eke9r@O>*%-Na_<(!!;I?+_QY9!bmN z_CDU!=cvr6<$D$%sJa_a9HJc#@~82=viz|nnhy)6VmRwYS*s59ChaV$5}ADNrB^=P zxm64gsrKq@edA9>@b5@EFw__gW{2*c^k=-uRjaaj=}#^C<@`Xt(h4=dAk9#wS-tVP zFz|eRTvPn5RO4VzB$tqR-$JRD#cTf{x1m)Ukz}l&ua8$Eg_mh6Ocv;-+9i!#N z6&m+_OD#+N6qdZOJJde(q_>4|Qxg)%_#L+%b8!*z^YfRh4DzGpDHgT$6lygz`p}y+ zT-`-jJotf*#maGg<+v7;S^jwBO+I?6YLtai!g4KXcYWu%EIs?d11El`Wj@)*!baWY z2SrmUyq-PUJt?+UKOB}?X<0g^gyF~iysQ7@^Zs)0KD26OM*WY%D1|L-x>{RX7s68S zW%ZjDJxDe;pADod#km^0=r!2NocamR@JGG5ZQaNT)4Xv>=54ZGvzFg&xmq{s+jsn$ z`%TI#$0~Q6vf8bGSl3^RBUehnjfR_*?&l8Gj@#1z{TDHd-3^LFI|gqw?58UTqI9K7 z5Av{wY*4drEOvUI3SRHACwTIISQF))u;JBMS3BT6Qu_n{c=PfPvD3a~HtC{CvGZSp zh=GW2O9};z+kAK7izwZ`QoPti%q+nHw%if*Y_i%uc(&R9x$!{eCl6KXpwJRs>|O%{ zRu_)S$w7N&Hl{Bry%$&{@t(E`@11w4n_1_?7RltM3S81?b>IgLPS)^Bk4XC-{d@gl zA3a?k3VS3fml@11F8Y?0J*V_Ip@!LFvSZ`k6H$ifFR1Gy4}PqV_;?8eIQL3d* zpHQkaJ;XNayd<~zil!E=0`F*BJ3n1c z)8gYl=DVu<_Wgj4SxBX`?DY8U99#E1epU2n(3hU_=hzVx2n|yfF8;7z-1&p}38S#K z_`|@+D$2_TIq~-2ab+T9c6W;$^7O_#aU3^4R@v`wpV`_H5bBRu4cw}&Es2J$uRAcE zfbwkL+Df5XmdWbTWV(+Dn!1-N@^M&xq1zm;4T>E8d;PEAUBXzI`ToDxO2x)q@xNW& zXyq-YEJzb)S8ub|>W&-_Y5Hf)TyWSvU^J@C5U@}iGMYx=OXlRcJ`*_W9b#Bsn(nZT z`6Bn_q1Yp83>J(Hw$iF7MwloOZ-|zMuA*?xQKt2DeWHj7-f)1p{R4l$kd#DU zAIdj?zunJPvynkdy1l)qiDM_aQUI~n89G^JG%5ez^pPXNlsZP0ea7Z{^I3w1p>}gpyW(%*oh5b!PNLI!Ux6Uty z{kbV#C@Qt~w1+v?Z`#!kEqi(3J!zAr%H7Z+!_IF(V9>*;Ug*H~@w&d`_wn%&q{hd= zS=es4evJH`zZO?re>mt&nwn;oZY2qkEuqOP_b8|)I<;dSa z!MQy5JX_sbr&mZ-ezddCeK3B0tW#9(&uxOk;`BXBY~+wZkw-*Rt+9ihB6<5>3}M?+ z11=Fd{95>YSv0k_teG@3?}S-zrMrRp=`&1P$$HorMF1gLwJJH<=CO%cQ{g|5bA+-n zipFnEp5=+UawI8K%+$wt)9qM7zH{>Qtp0RqOUuXQTQVL79%*@vQvlYz687WnP^TB| zFVafvji~qCSjV}@&TxpSw9udQtcmWH^cYi<{r6t?P9%G+>rd$c_b(6SYs$xR_^b`) zWkk*acXPkkZM!%aP_me=uS-P`-0&_l$L(>g(=)U>f6RY+ekApy`mNCbJwrU7pZPG( zKzVcPZ}Y;ZmuLRpYLE93`2O||LeCn0Z&+Du*VKkV=0Vlf?|=g*MvdI^lSmxx#Fj+x z-r|X&R!FO7{ccg8aJrRsnrrX?lZyM zoXQQ|AU2XVhCP6G`^&1k{h1sJgmi>vLxW$pM4MkMc5`Mkr*W_z;c~_FEfW*S=EmKh zUT2qRAODT2IX^$*jl3@W70i=-z6w`cucE)jS^)U5L~0=GiZ!^TYH*O%Hz8B!Ta)kR zsqzk9n}hatDkG6%5?5zmc3)$`yCTPZ1polJ-c@men%9$mOCEN-7|yn*UAmD=mg{~( z3rEyWen~?7);+a*#=YkiLT%|hWQKctzAnhs{iH2`vfh#OIm`1U^saUXu4Nj<%f``_ z(u<>Q>&o%!dELdYO5&)<&G1+TMJn#A;1#3&=&JBwgGAv0&w<&W>?B;dJKf{rVGoDH z2$Cqf7DqZ5GhvIBG1q=KUP#lx+VMvtYA0 ztsP&k3O)0yak?HmDNmEGB3CnG+ut;~kBs7~5XG0dNTlzje>N<*Okn!auhmNtuimlx z7gaa6%+PYWj7RI=*Pvn&7q|2APIn7>5(C@_$>E>xyW#YI-PAOull4N}hhMBGIJEZ5 zhUH^C&XopW6+|Lvos>%l*{#VrRTfhaZc}idx$G!0ye% zs)fm3i^9aTb9L^&Z#Kl!c^M;9cp!2-U{9CLF!0@-h`ucT!*tCAOKARmT3%F|=QLxd zWr!h(q04&`n6GTG+zI}Gjw0voUb}k;Tl+=F2G1i&)Sy7FpS#%pS1wy2juB~GIqR=t zS{Eryn5KL4XmvzS@1fAn(r(n%#>m;mR7QQk_J))uF!GX*cW{T2(n4r=|2G=;sDmxZ z(9#g=Mmd3b(0R}NaG9*Cw#CH*v^AX6kI!zd62o#&e**EgQojW&JUl$OaQxSMM5bH} z)|sUr%1j##?n4I;kJ%xq~ytKeEP8#6&2u#C#!M*4G`d@#(T2 z-5?;mF_=g3cWiW00TcCcv(`-6G)}2Rm^CMKui)_}R!S>Yct4E7%0R2FJS>Z;^C-hq;}xHl?x1p}_UJ&ALc?*A0qCV5A@NZr4pbvzWa1btYU))|%JAtS$+S88g3!hGUBmm` z`g^HIXSfzVA1)I4#?F#HP+Ur|_mmG)4$#$i3rQgTL+&c#590XoN)HoFqmv;OzCQ zy&m?&Fu^e2C^QfnzBbVyhg1R93lJP$5Fejp58OM@ysh^O=*A#kNUIG7N3kqpIdS&Su#z28tvk4 zfV%MFsfG^q1)*QM%qji9iCMkTToS09`GB4^9CPQImUdYSg&$Hb}+Fp3PkL9M)9m5}V<^*h)Q2mCT$N~5ag zYaG_g%m50+et7rQE%)oX*($R)EjQOwWR9j43)doSemQo=tULYu_YI%s`m3#G>+Jjr zVk5Mart(@l%uF%;g?PRGBUSzfhnPT{_KrE7^x;xQF~j(LFJJlxK&L&O#${R{vd{)g_<*nOVsAA%X= zVd)`C6p5CJ`HD+-XkDXVin82Z^C_H6yJkk=yL-Sj+vS~yH{poxhJ(rQyn5DHfBlMou`^f98! z)xD|bh4+67R{8fFdEIJkCML?=R!`YG!sn++g9rXbW4Ma?%FK}O`s1xmqT+&LU%;-f zzRUf*v_Gfu&!@RXO7Fg(YZSH1MNiO_cPO?9MtE9G#(4ikXG)CJxWGWYx&RLA&I$DWlpC+%AiQD|th}?Z|?M9M_;Nly^%` zQPKEdrLVHOTHnN^Z9qx9>u`NI=<$o)m;D2JEm(;A1e)7kjhn2N=BiB{-7IaH(|~n( zu1Yv3RUMaQC+?m7+d}M;gbhp;iUMq{{dM{%S?iFlg3wyjMkIqjWT`oXXhOEyFKP%2 zkizOQ1Ej4Hro-Daknhxfnci_&AL1RoUdt=o17W(<_0Y_5W29*?Pt|2DH#?9~cDD$e zj05xtN98g&LMf*YmtV7jQZ-H8L!Wn9zk3&Q#IEfDYUAWklBI72XB`|#(#bkvV~j>~ zx!Z@r?wR@rXJvFpj-+Ylgbepg}ezJ2>P4yC|XP(9~2HY_G+ zC@4C@AIY68L@2>=N@#HRzymtEPsrOL#IG+(F&`4+&mCC`xDet|an%mdkV~AdWWU!+ z(+l+#k5vATZ}>Q1D34~A?8e5$k-Z*Mn5}4PxT7NY+3HQTEz=Pp*;(*;s~wtoVZ8}m9*MD|LlRjbVG9-zXxy5p%1JCLT$;cVu)g$2WsX#~O-6zfIjuHz{;{O8Y~&m+dig&PpW zE~(eCF51D$;h{-_k>DRm+P>FNb?4MtO!Zdps*|BiB!3Ld~oOZAxtow(6@` zFU)BjNQM>zBE$`u&d;n1iELRu+Ev@hTXB==JlBC}S6cN0xp+k)|Dx~oXUf%rS>UHy z@eOnHb@!UBh4zRqAtAhCkKa{CS`QPuIBk-5rr>wPP-tt`kcA)p?NU;n>U-F>G%f!4 zvZ)(en3JE|MD0@V_#JJtvboHg;U75W9KqyPyq^`mEXED?aLg^=q04+k)}dg*`_1@X z{I2vmf6naNXJ?nNa2Stdjcz#a%sfp`Pe-y=5YA&05=sr)@WjqHxI4SLc6WA=^`+QY z(un;6orcitY?IL8vXYYDpg1njVyRlNvTEb(FOg}B4>5gN(4qH)99hrSR5dZ%D=0Lm-#^v7`AzxHAcT>)gdW+`WoO#B~-u1&yXNy~#7h~;0 zNO&fTzMqbldLLQdhfN)~K_T>k5thwz*|0Xu3I#SccDdzvD{OAuCm@uOuxoz@0Y>Uh z$sgZ;Dr!}PQy#-R)d~~>E|)ktu4=9{v%B=3ReW`iSE{{byQ5531_>YyiZm2TXEcrX zB~-mz>i?)6IZ84h&era>5sh7e#zM4Z_|3K?J6#+o^SRqGjd@ zN82T3Wi5k)gOy$*MS8&${CFfJB$Skt&a0U*rhVx*yAt@>1HZO-Fy34rMpWARKcxvF ze>&K9RAMguu$O+osZ%D=B5$$!K=Xqg&$}NVnx@;Y)AVhMZD}h#Id~_{_r`{X1#Avc zQZ_C>T{)b+ZZ8f$I46PyqYn#)gMFzp&KI_%lK3SL6B85q&6~TYaA~!J+5?Ol$EG4Z z|GoxZ^WQ}=R-BLa-jiyD+^XKf*_>pAP&cPMSJbaz%e_kv5E*cb=m$!u<^1|N65gAf zW+74v`9}QjcvOt17jhErhPaOK7NUdfEg&RBNI}7JiHhCZ9g@2%`NBZPtGfZMX+LEeq&vu0fS$LdyP*s}(NiOWz`sB^@f(KH#kcSE*lJ zraaH+d$ETM?ULc>FYn6b=I$&+*eqaTxWrtB&2lYEv7&G`7t z&jLf2?mIn)b%S1gEbXEH%=_yV1>{ZBVHu7VP4j-MnM!ufg zIN#^bC_nY}bX8l?#iYFLQH*0}H&>D@xh+7eq}jeC^?vGr0qF1bA6_KZ3uFh?q?pT| zo>fhEgj$TUKqo-_8ojeWb^G-%(}l*FYTqwPA=w~$Q07yW)^$ghYE}|@`9Z`IdA%QJ zf$k;)T_)m{0`nsk{Av+uX#HrMVW=R}>} z2}SB#g77fMrd(J2&PM4@D}{fJ7l!hXZRTG=kxh}f30E$V2`fjd7pudckDPKKF-VGr z2kF2EobI6#F<7~nw#ZTa7Wl1Gps zbbZ-*KOm9YxwlUQ&K88?k6$j(mM2bre4Ake+EeA47IxtStmC<@^#vNG=)z~{JBr?N|KOJcTpB`RNC{g?%6GIwPOZaF&|gzL()+jx;~jc z;IeaB_8o^BKtqbwnwe3~2G;_z>r4uqu#p6}L=j*n-P`<+!cM7Lf;)$Pm(et~CwqlJ zX1U-Uln--9G{%(s(&juO1U2O}k3<{7-~h0XL-qN#C63IAvj5FT*q=IUS5kYn&Dna(@C zmrB%(6y-*d5w`pJ`1}5Y_s9^7>Tt_Oc$ZK6Nc-6G?B>YPHXnpzq&Nh5M(e}lo0N4( zNU$e!gAwc9(xiAu>yG=VJt|7mp|6a*T=Uf5gT}FpL$_2PU7 znLG1x78Jh1t25@d^w3%T`QM;X*_1jUhWk{rJdr_a??pYQR2tk1bhKG>KDJpLmD+V5 zii&*1d=MDDrtj2FQ(cEjVUVOfMZiaM7PM}AF?d<9Sz-&gB7gkgD~LyF>bj)sK5wz3 zqg}7^h47&8E~F+nV=4-n4B=Y z&@rAR6zin1&I84x0o?%t0VjXQ<@G~&$4^H%nZ7z0$>uwh^`Z43N|Q(&Ah+Hsa_ill z_QL1noLN9GTg$Q=v1Qh+JU21dbDQ>|LHY9ji%L;pBZcKuBXD4)%bPINnBS0LOyZm1 zNrsDk<{m!!O>Fs6Dwt*oc;L9JBc^0YucBJCNqt4y=!=J-w zW76F?Rp-CiaP@K8itXkMEJ0oC_bKa>4M^#A>Dn~!zJJraw z#f)5A6WJ+Kla9MDW^67BO?fq{->mvWPzYVW%rg4kcO7sg$?zNk)-#W=GZn|&#Oy<# z|DKl{LYu~`M z`5CB*a-5*0y8Gea3Dw~}0U5$(uxd%bYZ{VFY@Hh)N`!_&dXy83mP3Kxof70zt|6cD zU%Hf2#ky!!gz)NZutyC1lqjXlwgI`%aHqP7@h+%Nx=)f&ok!j7DL4N&3&;$~!Js(t z?iA6jXv^2gvAZ8JnEXA_QV?pp*4>vYVPT&^3N%{&TRVAVd69HsR80aS`hcdLha#*0-H^w=>e<0h_G7=PQ#TCz7@Mf!quL!v}sS{zwZ|rVX*sK$; zeCV}SyQ^367U?x$7qJj6k)Lx1P&V*8%l5$9I?qmPW4ZFzGFnKzFB= zud}Ex)6$c9m+L_+y@o|yda$bLXh@cDJsO-j6n+Qy`OEeyWxW98tVJ>b=Xd8f>7KMa zZmj_rK!zcQQLVZjT3S{rGYSQZtnFC5#*QxSEX_eHKeGR53_Z-)-r!(fk!PLW_#_pc za6Q_S80L2+?-2YvB9Z%?%WzvdXLY+N*)9wG!rdFNF6uRkZx9mUj-yFSmh8_tq99{Q zP)Lx>Xyn0NeZKMhm`Mzgn-g6+8_^jXk`}d9fw`Y;d((thC-ATSXHVDU<$AL5j zof!Y=up=&pOexXdq}^pjqL-ot3$PwY(r4ZU1^OX9eOAu1I}(uuii(QPuC9MI_5>l6 zij*uEs?`t|=wQgnIU8?i`)>(;gxcD(HT4Q+x#ZwZAg%?ax`uY#R{(|D{;&RVcvL%Afd+r;kFtoJ(o8^{z1Di^yrrX2G zz!l~Hwq`eT+YifI(N7^`d)%?ogsQZ(Kj*2vL)Tc03MTEAk%7UAM>@AJW;ND?SJ z0=(QY8|4(Ve^33bXOtj*6v=arMN9qZqU%o*yiZzYHZT$LWYi_k=*|)Y|MD5sGK?9+ zc|&E-trYt&ilMF3?J2Jmr0?1Nf^GQe58drlXHy2nM(YN$atgRZvG7pqbDeic6&y*6 zhmf~F9%d0@idVYg=_KMVKUIVL67&G+0FnR{@BG456o&>+mh9}RD=wzFKO+bQ866-# zB}As2FKa=xz_huo>x`HME=ur7R!xnRJf!ucsJJ-oZN7&4>0%81qCXCqL{GBlwp(3C z47C^K)B)fYww^SZ0NaXe)EHXl2YEx%*<2eIp(WQz-H8cX}lVJ(EK;s zsL@2i2pq+5yy2bFc)6);d2_bze_X%GT{XC1!Qe+MVaWdA!N)&;UMMDuwEy|`kPNP! zguVo~ne|Wp{{7iXG@!SPR9L697e_EC^;g-Okn>x0b|(o7I&P5eFLfdM`@@5SgD-vr z5~Py?oD+#;dX3Yww8Y^tL`6(_h7PE$u@p7GRx>VA0jj$Uhj{F~9$!EyB7XWy;x2BT zb`J)P`;#Y6P~N_MdvbEZVZS6lKUsIJXhB6y9V(qM>%Qa~c)h%}1wsPD)zww)#a_qB z`MEs^R2YHJn5163!1TqyH*WMsWmPX}UN`|`_|Cz>f-k;UDj1Db3bf+jQA?e7_2)m3 zOMLE^T0*^xztM;~Qr1yKMftNbcf4inwK=MDMi+&eDO<47Yi{K#mu33h_q!*;XW&J8 zbC)(qSsJ#5hW@wOitY#7M6Z;RMdCm)<2LE0)TpphFf^pgR!Z^AIesI%yI$B}w>u{l z&uf14WZ7!EKB>7`611$`muWZHG|LUU69q@c$j|0nU0n&u$lBq--jA1WK5Jq4#HbEL z2Y(~K0_UMuo{Eo2KpW?2V~t@B&e(Z*w#i{Ky%B>|+@DZvVdt`zJf6HAT^$XH1v*Z) zJ2l4}TRKH3bn=RS2JUCUEo@?!2d|fUQj~0LI8dTkRI@-|{N(4iczVhF_9x~OSy?RC zx@72pSoVqd^++zdw@^p?mj+vz`EZtUrtDAcx_H`W{wTfBqyo(ls-SiSz^H>ZkqxSf z$oWR8fPlb)r!B4I7dnN;IUhLFL$jQ;90RX&M(vFJs`3B>YCfYrrJVdV=U#z%yQ=CR zZ0_Y}!{oB!a^Bfr$t`(oD@_97x8 zfgF2tmJ;6BAK#-sBOVA8i_d>Jm&IRZ+#GTA(FkXICOq zTC9u(>phO!BuAs{hpm?%);&@YXAW4uOOsC1nP!7O+;>|@D9%)Qn}TntcC`8l90n3ES**^P7arR#IRk9R$T1A zN&BpSgt)@nE91Ilsz2Fjtigb5d%7hyh*h-qu6M;){UeWS$@+d%9-uhH?GFntuYaiI zehdjwD1YeK5ygU`Yv;rUD-;si!f32(gGi~VyOFMyfh=6`e|7DO zn3$N<*4D~j8Dr7Ph9M^cTC_M_sL06!Yifis@TtE;J63aRYl&ey;aeCC5L8hxZ{JRn z4k5n)C5p#-s+RHh<8lz(qi2n27CW8|D8`U^>QbW=^0?g;HxZB68*r3=sE{K4uu%FS zXDH)q#=Z0vbxqCvG4n!B=wx7JV|zdN;~u}y%SBIH7Kc5~yl9OE(WPHczaK7p$u zOY0O>RPMI7w}1csy~yj@Gn!qeo4ZHEK$)J8k5BH#>e|}he9a1h4=V&LZ-1tOGl#zI z{CK-Zc)J!6OvbHNVt9LYcJ=@+cLfh>L}FrRiBSjA;s+71V>l&PG3kVe!Kgkm|IxwA{1#*V4Aq_f`FnL^``< zYYE4SVY+p^DPfnbEg|xf|4b*E<{cjC*43qxN)drkJ6NVds;UHEXUWfkn+r1ZF5GFS ztEbmgG40ur^C}}pv*NKrJda*$FxkP@q;Ll>S4}=>v-6vqT@cpe_$=dP;^2yBavoFN z5^GQ)M@B|omKt}lw$nT*)UG4tHpWTdvrK!2wME5FDr;-nKFmhUG~};zI^$jcf2*}ou<>-oAykBP{=z=Az^RCAZ!;pUregH zf4v_l*~BKIpwRsB9EQdx2;0!`$>0x;-H6Lt=N#VmXFSnjRgr19{_&AshcT*gHP(;2 zn0X9_d*1=Dd>#%%U1h(#b9~%3HddX3K!TpC%gxV0L5RM-;(uOV%USXhsFb3vJg_wR z>AmpH_ZHfNJ1B4Z%#!>8K|Y3CHlWEDw>?D~ttU+0aPhE0W+1x{oO!qYk?AV)y-Vo^ zF{@8~#dLXCF&vE3ki?jwIs?}#!w8{)S(~Rj`=y>-tnDq+OQA+I=Wx>VB zu(7#W<+w?X5*iu`6F#%D@&_6VN%^fPA3uH!;e4lGj=e8k3Y!e|!b`QF(IkbeyvAX8 zKMbM#pqr|#b;6&F$~cvGAU=|&?mdr})|Kz-X7<2Xw!4Ya3#%TEY&wM+Gyf3 z$Xkhy8gflQxlh`H)JI|$oav=Jxc|vY&P-(Ct;5{(9M5mbZxW3@gt z`86`5$U1)nzoNeN`<}#9LG^h5|3E9c%be75vAyzS4RB{-li`!9YbYh}MH^#=(oou7oGU=bD8-MW3-f79fQZa?pe_pYlD*yDi; z1usS_1I&E#C|edh1f@me60BWpL5ya!lCPlWm4esoA6!$Mk@L(&H!UrV-o7c?5oW+- zW29J$s`a5T_*Cw(yj_4SAw?zo<!P9|G5-4VUTlclGXM za&mHJ!`+_YN06al-(zTLY4xstP{~#Ho0-vtTjTBPw!X_mIIrhd^qTEwUvEPg$N?{O zy;dGw`$esRzJ8!kBxRZP^wi0@sima?*fCwU>yGz$cDPpL}hHwzyd%(X10?f49V_IIHAWjlwLkMEXSBTmn zkWruZum9)Im=7L46ogTE_&n6`U(PG~h>_(trlyP@X9u*8ABTcXJB|`LXi36OS+?`7 z8xvI#0C+g9r$ivL*w>X-xE)({CyRDK0V&BK4k9F3_B6Bnv7A;5f=tX^;M=!v;PvBh z*)v48)WP+*uU2evsDvW@ut~y`leJg2-;u*(qd?!!`vIKs$?8?XO@Wl0U;8k#+?kVi z=YO%wGD%yKwqR4}+=seEMMg#EDT5^5fvYIeVGVz&sjJVzd0=qqvCqc#$4>zP8GWV# zURSm44il4;y9Wo&)6*%CamfIH;86)3JSk?(g!HNh&8;}39NvKQVkxIfjIbeUA-hbG zUU*1i0|4cT*|mcq^76^<0v!)eB-m!`7yjItPs-};eTni|yY@vG zwP;akDWa*#N6h2QM%2EU+-aNA^KeiV06B$0Amo9CKi{04opoV80fmhg>G`&wLq|^` z3^^J!ya+jM$wP;0D5tTfBQT5%7-}%V0!ovC;fq#-j2xPhLIZ*7V0}0YxIn(fQ}<3h0Ug+5O4gC1kJZg*p{CI;4!?ZL_`*W)dPPWjO|F_y>Cfc$J;|>W)_RpU`|G_8$0f)Ayn>i~hrt|fP z0DP7w5IVZQ2j}PKL!I{x6vh8`cFK3fav~Nqpzi$xW~i!_TelH~*KtE_ejU(d?$@sb z^Xmr(A9x|E-eiO+A1pOd;sqppe&u2R;e$#?G+RemCm8nM*x1+<7;UlX6l#k`cxaYe zywb>j`>xixuW}o}F4jvxsr<<%dU|P4kqy-Ui=-?|-bwA&|E4RX`bNeT)H8EcX}ffd|s z2(MZ9?CpbY%S*=Zn~EH|-m{})9YHxcIp?h^Fl-U_C@`ZtySu23Jw5ntZs!>F zR*s=m!r=Rqj&_B>IJ35f^#t0JVZP>IuOXY`zGr2@D*mXL%`IpGKP)LFRSbK6z6Td4 z&j6QNBo@rTNJR&NWApBOn|gz1UHd5-2Hrv!|1_PDP&_<$KlExqM2=e)*pGnZ519AV zbF$cyxP2h}=eQ2aphSLD*Pv)?* zlv0v6%O)o#K8J?#jSg4Z8i1}4QYa3dlme})-!MGZ6UU4SvsJ}_EL}VrdQcky;w+R& zXS5IG3|%M3j4Ejq4llb-UQ>G!fGx_jOal*o#pqXAQW6ykvMCVROKiW~oeA4zWNeHJ zY+9_odcdU`Ax5b|(_;t)KcD*8KG4~0&&xBddiOZkd`O9|u&}WG6tWUJI;pYe32>s@ zn3$<9`%CDzZY?o&PXGqDS?;DfaIM>&#?;+lS%;XSd8753ABb@qcU{ z7ZU9}JXDXJ$o}IuAXasEccakDytV?_M@B~GnEk{{E}B*E;$&A{dJaZ1i1l4HPn+j^ z_+!8@7lnp3pg|Li&)?g{Kv6OHh%z%bC!wX4*j_(j$iG(!3|_1H!xvBi$hL1JL-QN> ze$0k`#?6$KQI9L zQMMk!zx6WCH+kz4CyYiM$?W$Vw;$4>vJL=$(yV}G>qftuXDotJXMULF=Y-v86Eib% zXrN}EpSz&-1^c;xOQ4baPBnNlQpgF2PGD98T)ttS*GKYjYt9Zn;`KYsSt2Otq-Q*OTL zvGH*tQqmWo|BwpU+=sRJNK`Zl(B?M~Iv0g7GvC!X{<0j8&Q9@+hwi*j(1r*u^$=i( z@JC$&O(v@yH{O{D1_Tko~CQND9g2xt> zNI2O%fT5_oygX#?gv|98P}oaZBk>honAf!iov=7GDXv8$6eY)Epb5`U&(7kT&!>lv zJ*VRE^WWx0Dl_x)zEOzdk~%#-Wdc9k;^JZ^z>v&PYEiSFCV=cClai9`oSamx>kgw` zk48-tZebeX-Dv-?w;;2)wN=m>LSZsNLPJvswIWwgDN8R{w?)MVU{2qFKBOWo-Rd!4 zt0S6`kueBl@h7ut!B6OSR*7PM^ABjC3UtG?yLHF&%H6zq)9A~i2%H=3Nz%C(vGtm< z|C4gQ0f3{VlpXrOSZdsqU`<}0;~@+fiV$Q zSrJGhkZGbU<0h^gBNw)}FCI)U8NJkhfOI=qO=<1MEO&g*kz8~AXC(g`L6-{XnL$;w zT{WQocl+2Ea8*1yC6X{)hosp&JbavnA@F&QmW?e0+@QNdn$~@Ariy;Tg^!-{4*!(% z!?p#bi4^yYn5Xtjje~hJYglipEtX9Gx`IEZ^LD&%h@W2bM56d|(cyGHtDvD8+kN{6 z0*Q%^_VzFEX@udwEJl~3jZxp27!nLTO2+WaNoq+bmH?4uUE`4DAwySgr4+~GHYP2n zS&#ioydOi0d+Q(d6R7W@B-Yx7S5#08p(gj*-3aMeo@TuU-61d=a?A4jGm2M2f4qkO z#(G|YJY!)wtB5$ROm-wDp&&7KNc4kLeh~b@|3cssbbOP$@-B3hTgP|ad4v>c!j%9G z7!J@2*#0h>yeQVRkmK#VJaind2wA`E9uo~hQ^nUcutLmj1%a++SDlCyNn{xzlYP}g z;Pf0F+2m~!C?B>X+wibMv{7cD2+awF#Ky08`F6}+s-z)pTj?k=H`JuT#X4L-R<3zG zs^mO(3)&v+g}R!?e#b+z%6PZs!)GZ^S+?H>n{z70dm^j8%Cfh7B2mf6cFxxQEuHX1 z1DKC}RY(D$Xs_M-h>Hj3Gk91Bb9p1L{_wAW_G@7uh zl3hc=$kw^RLBt(GRzYNK&$LBI9^(J_P4&ycvW0>eq+{^&c?5bE$dz7If@_Aq1QZ{%dVjbPvDLH2TZR*E34x*^^<=J5nbb?Eg-M_8NRH5sW zww;pka0H(V=fYGYjR{V{O0J9)a4p>GT207ScX59-6*^Ti7C>++nbEg!7RzU;5p7Q| zAKM6C*5JZ`|J4Pt*-dFB<7holm88m=_9X0!7Lz=FAeNExoBL5_J&(9JUWi&;V3cQ4?^F5?r#|w7&x){@Bto{ zR3`;0Fm7&ceAZL)8PXv|B_;YG5!1st9a#$VP$gS}xW_fci-V1gHZxLe@L{DF70`v& zyLV)q`se_^T93PH?N9oi(;!b}$jf8NcpgU2#+HxiNeHb0FSbykm4%&tgQdlC*?(Lh z%99#j6W`b|wte;wB6ymM+Pk=`wLe2T>_M=~XN>H-bo9hsZtEYu>TuK5fg0g{(Dz*B zhstfJSr~l8@L!q%$^g{vIh2=BKof=IxdNa%r18tN3DErKz(BZIHN^xNE>uIwdw>!M zYinym^K=r>ssLbt$_<_#{`fS>;!W7JvOF>P&xjqu9_^TckIgXvjJADw{*$ zO1<2Ito$0^5YnN@ZZlEs_0>7ZEGRP@8=a6K`^?Hz3bm80Caa4fRm-6G5qR^U#>m34 zTqNu_82=u+hT$l`U!4pGTb(WMEOYlzH(0m~)O(D;p>WrsQX*0vu&d{cJs?}DI@iNs zs0RS>0mM!3fnz@S!|!b#Z~f8U-UDXlwZ0p~5|QL~7)6nN>$6d+IOCy0AD7Xd*TbrkK=Ck@>2&EP6}dTV){aW8?JTr zjZ;dPuS#CrQ2SeZ#@yU`gVDK~1_eQmlM!#ui|h@d7rX^s6U;R#kNXAuobQq=T=61^ zO@J_fj1;?(_bTHS$e%D{ZLv?bMoTfcxw(IU2ys^r%24;;-*_w)O6BXak279?y8PvE z;)TokUNE#Twgyq`gU8;$L@yvLBMf}f>F7KA`|}{01N^YrUs3?M2#K(UhKA5FFzhc* zY|E{uyXDyHnrE7PLoPw6p7W%`W_&a^pJuItSb6b$nJ4{x5Ot<&$eL@lLMAatu&tiu z+@``l#=+B%kroz*B1kr-6P27mXbb@Rg6M^$=};h6h@e+MVxg6hVmME$hkeb)5B#0d zOqqc~pTn6SKgI)6t#4ppYh%M$A`tme%tN<}+{X5mit`~^sL{{NIvqDxmG!2)hWbD- zc)pu<5P7xv7eW2Iop6!4B2S&W_w<|xn&HB|4iSfJYi?6f7{eS6wm{a4I z)X?zqYu~c%m*c>9WY-QREefoEs4LHOu;Y$zUA@}K8^`fZI}AXc3b1U@GY@Cun1;Rl z$@YC!9%(na6^;`967CNAdfMYsE8~?=G zuiIetO+E=ZIx70G4J4SCL}$f5n18I`2o#vxwdreywWs$_rc%*MT|> z{<+ul>fo;e6Y$iUgM_R9e`a!t&svZKZzKw!!aZkdq`ICMXJS&>8eNqHZa&l9m;T_y za(TDJnSsCo$DR}vBj#uo68J*S4%bQE<3PdH2$q`^Il>nc7q_LoJvRsOhXhLb%KPL|D#lH{Yc}v^; zjy!~ZxD8p$OXLOu1}VtcUG#qi0d-T(LY;NeD?mD)H_->G z5BLSh-6F6#{0~VJYq@=<$eLp5M#J&G2h<3hf$j9IAL1WONr>Rcpad2FQ&}0iSD=4`Dp`erXI#bbtx-u@A*EPM*G!UNbQ!WUh^9EZJRluZUHxfAXJ{JE} z4g_Tl5}A#I0~?fdKn3u}qY8{u@7BSER1Q0hMEj-R{r%D^yG1PViygE(ckV#Rw5E3+ zc~&IUYAvQ}t9qw3BSpheh+oS#{rP4y(|GOVOqKd{$IjTnnMBkT$}#GPoy;1}6^sy? z2uAl04tT^Usi^v(YBG$}DnWOG(H_Wo^$;|}kvg{u8KNB+z7vqcPvH!gV5b}qAW#Ir zL_;O?p|Q2~ma3{M9FXz!qn;Jx%vMrnnAjO6J3BivCqi)(4vQ3Qb(?R+^}N1xf+O?3 ze7q<&+=Y5XUyNo z%3cpy1-=*PKPS@wsE#1XTDT{jjsoHD1NjGzF>D2e_DfJuhkfGd)4aj{GILe%BSjSs z-+Lg89FY_ch`ZNbdiD{4h&H>EBW+?D?O-^EAW-fe^eP2$Nzw*RfI&z+JYrv)kBQ0J zXn!1%em7{&f?)qZw!8`Q!6G_4SbYY_J;VtYRLyo!P%*Kvegm%rMXCro;XKbb`Jt9= zV24yg1VMZrudrT*@1cj{#LIb_sGpA8Qz44kfG@~Tb^0iwIV;E{#Uol(+rq4REe`GH5?l?|~Y5fM62 zim0+U!a#BA-y)bH^sbBYxFgLdxvOguvp>I@t0_2={XwHVZB|uj|Y5O z03?vsmX^ij>QOi=$~P)1YPUNrGxHIPY5|>~U>uw=`Krdz5(s7^WPEkd>xV-wrH~{X zq}SJVt`5i}xPYO{pOH+h1Ca!HurPL!Fb%p`H@vYT*nxog%puRv0;`D;RD4^xfM_ok zw^1W{dcu&^5`$KpdH@!z!-1bar$QEmHlaI&gdgALwE!SNMY}}+)m_%(|5MwwM?<;4 zdun&t)utqsNEgWryO1cGlv|lb8=2&mTT>fFKbqVxbt-MmG}#yw5{+xIB|n!6wKe5Z zDx*mWvE4?wCggTL-}XA|oWIULXPwrv*3`oEzVGvWp67FUo&o4->*z3sY{8jCWhy|w z^5%`4w6rv-ktm_y*PbJ4_#qR+AcoApNk+}ttaet`__FSdsV8l&g!=t*Q?`iv+e?jt zMw6D4vs-vwT8|2s^7r6gD~%_i7qbG-?e04VpQWP)1q>&Xv^ti#hkou*RF}Ys00qkH zV1b9lx}FzzD?mNj_3wjxSo?P1twb&flISot!YM~K zVq#v8i?gyEJzr2zS@lreTe2r1LUQiiB~_~+=fOkq5ugzS#95>-`0w0a`@F+(Hjb2v z=J5m&Bkc;@E|}8;f8SOC#UWMHhm-V3AW&(|Q>%Ii%ITsJk3Yx0P8_=5vtz74Xg|EC zZ2{Xu&&=%Gq9LWy)ANjj>kZ?wvXW|Bf*W%G6zrJN{k_&lPA=o1k%#s*#{p_-Y3VXW z#boBJt#hd9>+pBaa&59713zS0-Zc96z{olo8JUD#p?X-)YQu9!mqJi3ve!0Gp(>bD zoZH3s{RfVLu>u_|zkI8jni@=KP~+y}-e?Qvzf9dT7Zk@+I9PhH0f(?#xcMprkPXZL zEhQi>x8bO=<+n$H!0V>Gm@FtR-V9c&b_VPoa-7B259Oh292^|XXH3ol2(8j9xw*c7 zTHu!{Fv38P-P@Dvr#;7FqRWk%JN67`o})Tkg0Hat!U`Ot?h z3=3)rW8~g&`pokR{0epF@+5>PCe66Z(7FTF;|dk61uv&fb=ok?HVPhKd=?4aBmR|1>sZi#l^bl z>D_8#DH3Cxk+4w(I6s_2M_1tP>?8}e@b2tYn&*0Ydenbx!%}2KM8n+akP88-|3g#@ zsW{{2nN}w2M`_JhGck|(Z@~;Aex#g?Od6tslV9x9nkTVBQSqd;H|Vq+{I>)mkfUN` z9osW!&MdM-0=K16SkMSZ@uVnTUS6H;?P+L`^RUO4(>-s&g50$RK?#nNSk!3+1-W+n z3oxyBp(3sTrb=gLOZEO?F6F-~a%eAx&k+(UmBMbHXJ ztwta)1Lu^D1e!SYseigDgU`>#PFz}JmX)znMc9XuaLDBFC7Eu5)KKL=Fp>DR|3j_> zoC)RnPXa4~@(vdm;Y93fdjDPxX|55qkOf&hX6!-8#9g9h#c!!@ote4{vFhB^%od6^ zjl$@$J5B+lj7(48h^5o$OJrF)jACgppC$d`FBKj>t3O&SBRznsBg|o3Mqc^Y*XJPo z_;)UHn>8{WMrjMvq&Dr%fB04Y)vH&;2n-`fHr_*OVuq*Ug3flfySKL*!`f>DR^Mw^ zhjxSVgwPit1z*-naxA@npU5L}tW{}j)sY|D&dpm4jPn=565H?W5Dx+xKCx%Dk(Uz1QwehPGNmsDzRbGW=>? z@1!9X)C=XaMzR`r4qc9kS#CA!Tx*fpP+ir7p*9L1KdnrqF50|#bIkUFCr(Tq$GB*GlFN$$R(i z-6G2O`+sv#hvuM4V1wftcLAI7uI>C%6|5gXbe7z|AH(Av5`M(9*a=p)bi`i?Z}|i9 zXF)fH@SlLZujSwGi2n93Fu<4fwAY*H+_S$kWwnxQI?7mH2@b*+jUh=N;DzC_*;O$$ ze3@SLou{(4crz#Lhr7H~fDfzTXJh`WQ|5mk^+>x-ZLp~1Qb)S7=?k%f)hJdWvGqN( zbeWAz<=&-AO4956BniOTWEm2o5B17a(JcDvt_be#e39R%m;qPW{;8^ai81!hWv8=+ zW067IP6EE4qTEaCEeW&z`jILIJ>%g{2D?EI@Fq(mAmT{FVw6ygLnA19}+2 z`}fzSca5i}=JK9Qi}j8^yQ+Qz@G04%CiZ+;IpUk>#^BOm_33RY+>C}ug*n{kucNNc zMyKw^WSXLAg9e%BWUxFi+Y6mpVMyNA2ZLBn)P6(+50W*+ zii)&DQkoJCf^`6hpa98_#bwkN*&Iw0UejacfJNbf3)J4_-CW|TKLekss*jHkv zLc+6g40B<$m*-|?X67P`=o7tIZ&Qo`H_qfQ& zNckP7QuV^7O1@!{c^rqs0ZC`&$~Z`2&6dqa?SS9yddLe@Asxy=8L_;q>@6cBBO!!t zMnFJ`_+3%%@X(MIVHdR~hJJx0JWEYJkO@qbN!%Z}rc9ixZ&?2u#c+CG3pXY*{ zk7j29imQ7fY6`|pV5~Ozc<66QRLd*qY7&LdU%iS(9l;CeB6wnJYN4KkRuCZhv6*m0 zUgq=p1$1n8#PKlMyLYAa$zc_B^(B~XLMRJhjxJ&K@rDkY-|;$eLY>gOyJx0fpl25S zEuYBL%D0m3zvGnw&tzLyml+z5MA)}reGs^Bx|4^IEz*d=AN4ZL^s@DIV2gu@&hH%| zo?~clwKBhY%sB2}g9Q}3Ws~rqTqZA11K)Rv%{~e|Nzf&N#P9RF?dXBw1ku|0^qD_}iDj26U4yS(VYx~8Vm-RhTk6y_lcB6;beT zs)J$*PU?7b9(;P}Quw}|H5f^Gg`~5A{pllTt-&?iphAQ~niRjX(?+yxquHwBK4CV| zyoe_cDFg19(m($S`3*2{qrQF;v_i~^7z5NIcvZ!JE;2d5x`VDHdqRJ!Q(2W-{)5MG z2o_+StN2va#;YoAT2+V}M8a^r;cQ!PueqluRZ~+_h565dlFbruM%tNqGs|D7A5>rp zcut>Y?>N}l#8$&wc^WjWQ+uCtw)G}Fm+|f!;Sqn>iXi{OMm-;(m$-O1lOssTnOag( zQWs{F(v!s3k`V}!2_bo#ZsvilhI8O0h@h6>0RsZOi0Df-tS8_0$G5<>I2Ku1s`5G~ zF2UUo>liWC;e!~K`1z6f6xxSwdwbm5i^|H%r@nr&!<@x$!Ys6Ua%e4{2k2vV3vNRB z$=mRYp97>%RF-xq_I`ry;q7fJg^9_@j^17m>tcif3ej=vVn8@JTYgg?K>|z{^>M-z z93XWdb(-(rzm3;a#!|ygR?~T2(Nr2Tp@q`-xVCn&>P{AerU^eKZtGJd&J@16UPah( z{G_Wdr%r43b1vg$zpdyKtf_PVx$3dkeWUOw#pcv++nmUHe!zTMAJ6I;9{NIQY297K z*@5vi&U^l}-_P5lf@GsqcOVLEU0q$p;PXAvmr^w}EP;fxac}ssu36<=F83RjnKxo( z93P4QCca$t4gIphG7lu%AiWQ`nl9G7v<6q=!k>!n$;otQ_#{VR4HtQOV zpV%=mF{tl1gb05Il<&LA^D_WGJ)!M*LZu?vOyyvD6|yu^()NHs7ZxM{oM%s-pMiL51j{PJ5TW8aeSTYDjN^Ym z(ICi%h*%`cW28)#)SkeKG9C}NdF;xmE&o+*-oOP)B!1)^2F8qRaBYp46>`^y8Sd7R zkRj8~PoHi>%11cHlR{rA0FT6o-{KUDvg+&ScaS^`kd7Ce;?xo3c@gSd;8{EeY67NB z90CIZR6#2=7P#+Sv1}P)03nwR&QJ|9VrN@hD%jQ>Kst*Wg`K`8McyCm?dzA47JqL83Q?Bue= zLCV3Dn#zFHD#RLsJ_q-QibTm|GD)i-gn7}Ti*qn%Tr^tRopKPrvgY+`YvBI_tWR%W zB}`Em$XtBid@qj)eLr8HIft+961}FU$68@zVdHj>L%Yc%c+(kHZkgJK3rQql5yFpv~US&)0yL%qOeCO7q zt-#`^e0|-J44yrhHo7#0tpV5^HuUxDF`Q4#W33(oU?oEyu(2%KbP-rS9vF8;O>pN? z;53kTn%>Pjz<*#ogz`Gz{8D}-TIow}#3+T~s6vd_b(Evmz*91YJqy1f{z%a8FaV-h zSgQ{B=i{~wV_W(VK9Nd;SrfbA_dN@(f-ro0UX@1-JLs&~`G}VqfRcgW77Rp!3alN~ zggt2T2pL4Um6^E>ZdU!L58R$aO_q=0disNt=Pj1gINf6jBv=D)(D2j@RvXxMnJPvs zH9C46#1wHTVLVuZSe0>eOfeCY*Bu96)!^WuV{J)EN%Pn=OHUD9Qzu8a#RU-q^w%<$ zgthp8Amw)2XTTp=y4DahGoY3$5Hfo2!SVrsA!)3XBWuR;9CxCknZf=~qu|BG>(}3h z)^F3*-MntyI%hZ1pyLz8G?C=OQu^iLxpMdMncX)4%Fh)2`}YOt&i$E@_$eOAxGR6sw7mmjCY;vvWuOXpO(Q&NEU1f6Pq}nB*C`ocm9w C%9|qq diff --git a/master/_images/sphx_glr_03-matrix-multiplication_thumb.png b/master/_images/sphx_glr_03-matrix-multiplication_thumb.png index 9a230f36e0e693e6e79fea5a5600cedb10f94ca9..13d1333516907238a165caffba41c560180b13fe 100644 GIT binary patch literal 33982 zcmdRWRaabHux)U+V8J1{ySux)ySrNh2^xaCTkzoS5Q4kAO9yuk1kUEW_v!qD^S~HA zklm|SRn3|;tBOb!C215ye8dkQKA_0TNT_}I01*#-eS(JtzT;+)@B86HXqc>osD@AW zX^y84mNst0)mF%J=40`GQt?7c_kG z^Q?(cP|$c<7)LK8#c)6#HJZi!`FO_0#J{sP>1we=3Ph2wxfJN|(81OpB}H?KK(ku# z(2!rZ!6NYAL`c!$5kt|@zXC6?;K@iKffqFBVj{rLMN~*bzr6oqz6d-72Jk}kD>~%o z_s2kzK}!IC2Mr_kfA;|eOm*LG|V~wUGMe?>HoUU zes)GuTU*;~KF{y=OVzq+&JFeTJYJ`tmZ}XKqS^6dvUyyC<+LJ z;6gx8;Iz)`QFJfG3X>{LP93y z>hm}Vz-O&Q!ey$pnfct=*_qC1kE2(Ws#++;8uSXHkTpA;E?8b&y}lYEX)qf=G&3`M z+zvtezUlxNEp%iu-2K30jY~!@c&#OB^)rOP9yNP+qQlkr^Bz{vN|LEO>YAjS}HA zxux>ng0|@}`qLYu{_m$7m%kiE#Uo;$Y4G0xBp4C{17ZsV)#WGJ;Z++bxZZlTKbe<_ zh=Aa7`swiQx+es7WT?YCElfO-l7SO0G@VG9+e z{ojU!y<=Gaf4)sV|QgTo3W zz1ElB545ylBuKJysnaLLzq=0E!{6`hQij186%H-9tIJ?`sRTu%>;nYEwMDm29Rnl` zC9UkekkwQ;CiV7NOM$QZ${OpZd_Pa#b2FCVg(FkbdR(>iy7-Ev@fR-UltZ3?9m88Z ziGBc~d&QIDKVVXefk)AaQ3d_J6c#dky68q4iW@WP1CP~PUzf=w5`N2L6|ZJ~x>YaJ zQpBO-=V!?htqPyavAkMt!(6OPQ1^H5MAu&%>X1%4nv9#FdHaNXeW9!CX0`mC)6eS7 zPCkb2CDBWAOzVFan)g6egaXfLp~Ob%Q}@Iic+KbS+Wu9`}iwhj%o<8AL zLszAhoBa0gVP~ppZlo@@%ir`=XQhxvOMywn!>ilbBNliwPGoJal+WA%}kq z^K@hDmm(E!x=~3qgG12klgj~Dmgzjr6MkM0lk(;B!&q)`TG}Z%eWE^M`#g}EYv+`K z#Cg-;o~8Tmacm0)CONaTq;y})*6+)mdKrauQs#uNhg?t>qrQde_;9>AAGg!6yrx|f z$Qc9Un)mdKl4(oMYKPE2vw5^g44VixWZ75-z@5wNI@iMN9F6YI(=dTEMJ{%Buq-!? zj8dNCCZU-4jh}ELg+C0V-Z186EKz+9+HRJ!$+>~9#AsRs67D{@{HJE`h%8QIBZsbn zTyp##Sw_Y+TT)ZgX|YBH)lvxng+tOBbiAl@Ej0{SUH)Ul8Yy(wCz=(hr&r?{P||Uu zpUv#)kw#(&+&;XW>aOg$dVHBbrFeZ259`WFyx&k`$qMuN0z~h2+h=KG^c1OU$@s6ci(H{&d1jSqdKvB#Bh`(_KpwuoWaUM z33I_Ia=HQn0{fJVADo?a^O0fO%BCGsC6P=v1s>1&eQp$ajc!Ki-4=CD7VD{#FfX}3 z?Jw2Zsz2Rz`l<)6&tTl2C1HL@OahzR{`F{fnA*Knl{UIa3k@lJDmHE(6@9--Lf|S1 zjV~|bp%(6rM=-5GFLQ01Rr)Nx^#TywcF^X7!@0k@js?c8d_PtjlhA1JKY2afl7tPd*n4TU7AX#YZZ-F87J2T`-W ze|Ev}Kd;2R_4EBvp(!6Ledxhr@6xe+;rlNw7h5OSv zgYexkr9ZLz!Kjg9>;}H#Yfa1wL!S9O4X@2xFPvLNaz#544;O6qNA8-I_9K@km2x?14E^huvV@HRh?y3x z9=p6wOpA7tprDkzXHruKZ+W)!Z{2QeTrlu5>QN}~^HNZX<_Xn5u(;%dguVSqi1>z= zYFpCGiJugg5yL>Qgb=DU`!|yrH*b0|@K2eGiw`~0NwVF8a3sSu#xmcszjzFU79^pMl}`bLonBSZ%q0{Zt$gjZ+1 zFrrhzeK*vg&*i1Hv-7U#uV{`iv$b!NJvCgCd|K+9Nlp$JQh0Av!F#)tZKeQ&V02u>+tVm(c*u5 z_)VSBh@GzQPEYsUEv$Ys_Y9Y}prSrJjJnNw02b=X6AjtEmgK=o9p#VEpY`?)vYK!y zQMf6*CH9KJYe=;DC&v|8r^S$QFq(q2=zHqF;xpoGOzOk)@#B7^?SazcLEi74*YDVF zUb7t+zfWq$lG=KDUL1L;8*Hx3R>XbRSL4SOo;q`L-AJFeMSV^fec8COEU(IRRL^BK zy9JUN>EC>OM=*n=!X3oHqi)TqO4M+>5Z#YrPM&O5(F{0?i{3wb3kwTmF?A`Rpe&j9 zo$lAy#j94D$^=WfjL%-b@68O=dMZj*KvKg^m+ds2$7gC69i4Yb_eI3=TA2a`^VHH^Nw8albVKlS)4Ir?f3^3+F~>>IZ&mEwl#JGsie9ivSJ9n2GH#|{uB>y<2F&h#C_(K zes|vw0OCN@)g?R&6Y-D+(bs5S%uHFbjp!;C%Z)ti3m~5?jcrQX{ai2bI@RHAMZW$U z1RlM-TXN&P-yLv+P3Y?C4818k-DJewK11+-a_v#A;Jt#%vUTj@0?&xQW`cZ2(f*(*p?K@T~|>lHJII%u={nu|Np z`EqI@i05NdmgSDSt0orpdky;{SmtWurnK@VaoQ%XbQYGcA4d58Dd zQQyQGWkN}Nj9d-)hZ9MOcA)h0gWoAV3EBETf$|wVj$2#hfEupx4uO=~(2aEky_lRk zukb^B^zRpiJ=4ta@5}U}5qQL0ry_waa?gtz&VFx*<=3D3+BkhL%PzK1J;eV~m@`45 zf^U9h$#kF9$?Mc~RTo<5_{6EK3#;pnAD!+89Vi&gP{?22`jz!F`^PCVJ!jM^>WB`M zRvR1}IE94d_`JR-3r!6!2#0e>(rLl!BPV_ZYyVMSWd4%n>_xdYIJ_z^SDA9J;bJ5A z#ZWf*ly1B7N~B_byMRu%RvkhQwdX(e;auFS*}sDaNYsC3a#G5nd`*azQj~2 zW+ZUsQyd<-wW?w|X=(AFq2q;Xwzw)r4tuI4^A~NG>>TjO)|Ro+W+t!tYpSz7Qa9QY zSSNA+o(2d8c@yDR8n|N;9N9#b7vqJOf8b#0;%g-q0qS8QBE}wow~Z;{$)_Z)<*kqP zMJmMXZzx{O@)dE`qy-W2S9Ll&*4ncmWFSZsNqtZu&ll+algS~#osHMxSI_43@dEn| zQ@@FbssV%GK;tKuT!Dipr(7Wvt`m)F2St88mw8p=(B|rQloqW-yJ+wpU!K`wk=jfb zRdXUixC5naI|JM8iU+C>QdrS|o^4dsD28=bS_>xgH_~n& zoo#1+@Y6P<*{@ynj0IG7KcCO^lZ&SPYHM|0SLlwM%oi_z={dN5(^%K4+V_71ro_F_Rz8Uv>O&vDD#M4{#KlZ`S|wf z2lNgp=bEH3NA$dXPB&L|3UK(=cQ!WIrx|qKpVYX$l@g{hrwy2l zVy%dm>v1~k*`s=SZJ$DO{v12_d!xL9q*}i3McCY2e+h1>#KwUomm1!jm@aVhkBcB% zOIDPygN|&MsMK7fu%t|g&-l`nB4~t~3!Umh@$wy#o16F5^@eJ`k~Ru)__KQtUrbmj zPW|aATetH+LCt`ldIH%UGi4mm?a;f4U@?nT#?vly_~;rL_R`+U*yr%?lPEMhx`fi& zf|HX}r-T%ZdI-g8H*aP#>{@j6S~*6&O+^Ihlr%m@hd_FrCXQ5h_ zcP`B1^6z@yHZdU|w0_HI6OwZe3~H|Ix{T~jRSP5ne7rq{R#hVP1{@$uTnFM~(+!Vl z1F0bCxHrTN9dz%|Hn?A!w{KZLuHdUJg%Lfs<<_lS&qKoeMrPXlLgOiA{8(bgiWmq5A#bMUj$F$lk*n7#8@l zA3orKy4?x+YtF#iU%Im48vspVkIcE-_icoQP3^p0|s^QhTs_dQBl=xtEWF(&)4|5W@e&)Gc<~aSckp>HK zUXD{P>>~`K0|(cq2`LX)qNDF86lKmIv3J62qWHO%)qhefuWUWzm;cq+T)QS_T4VyL z96%X37!V%|s?%yx06@(CrT*G^|4F8r==&ax0dF)EfZ$Jc+l2}cpLQS_geXZeE5V+-6T2zveIqmlQVj5F1+uoE-$!Q(C z&Lz;3yfT(%2~n;p?sQ+O2Cl|Rqu@oo-1K)7t_XTffLZ~3${Y@Lyld!T$-n!L&#fzt zx2^)r6ynS3x%Qv~f%w)!z*F^|HwS!KL{ z)CsZ`bXOjyWar1UZ{oB|!6#@!sphH%Tm$1+3m+}W8*nck&u1(o=6}C04!R39UFcWC z8;gHhtmlk+XGCXh-z?MuqU&#CeY=(yVZ9dl$^$~D?R8NksQ-Qy zl_a^v%+PQ;w0A~k(Q-c(OrXu*R>(H9W|^dILmEF=zKfKXB!FPI7N0edA5W@@F-AiD zR%8rri5&T6IuXW+T)`Ucy_H~20YKhWV!Nk%o^;|qn8x3~O>ceS4hTtZUj1@ZywA+e z8{LehZB$gF^4h$=8;?e*O3v~I`%5rs_f*3b#HozDj9#Yi;kuXaVEPu(_A0E5XQ+x8 zBN3*-cUY@la^h*_6#8g?8L$y$qh`rc*-O9<-~T49wcDf;tE$g7VFf5`lph$Q;o9RO zTZvaYpCDrK=T?EU(+7%`9ep`K>U-T_pLcI*%RMiv%&EW z&MnK+`#KIZJEgggiX&W>z>{Q0<;*rmd}U->S6WTkvMw7R`nCM??qo!na^)d(JG>Z6 zmGer(!Vnvsw}`{UdV53Qo(}SY%CxHR9oL!}?J!}`BFP9ej{U81v0(s0@p<BH7{1t=wBC0jeTWY@Y<+@g9<;O2@IaNCoQ#H_ri_zF=|#KNi;Q)MTpu5!-2JA1$Z z9~(X%s&t}h_i6I*;epfTOR#OjE$;iPtmeQ^Me+z79v6eplz)G;v=7|(w}F~Y=)dz~ z6`E(nHljJk#dV=2Qkb$3)T-$xSdN=*40w(U3Z>D@YTKySqX;)WMd}UMnbxF);QJNk zGMM9Jge$PcWE`US)hn)~Cp`D8*`N7Vt=oIhZiMxzM(73vasu@qqA;8==ro`;*(DMt z2Uq2Hald&_9Dv2faK?HtEoRS6X9_F)VWXQVuJvAGRVocvqf$&m1|?1^h9Dx4D*b}b z$`-k@UOe+u&X-EVj?^amrP-b!pa#wiOG&{lmP;}FdwX~lWc*=AL{5dkChhZLZ*-Qe~ZAuwZW?tLxzm}s*UM$ndW2p zIZ4BYjCUC02RaLw!Se)Q5dL7qy=d}HrF@+%qG#<3~7ILzLO8>GrTLQ@$ z`7@e}*JfH~^^-lz!)I+GLJS!_v>%8JzFd+1d2=3h#`b+ar19E$FQWPxi@1tghC67vGlObGHL5+znuE9PP-G3T+4(l>G=rKu;hwPxw`4CS65fli_Nb2O5LPbBK{vLG>;EkK{wdwcZIhW=mMTN)e0u#pO%{>l{3_) zq+9T}PjMx|7T$jN$raBY&Hiq4rrn2j^hOMZ2RtB4USFvjY4V$*rnb!1q_ zO(f3$ahvdqUdG#23vjujSFoMhCxYFpH`rD3&40w!VVES1e*~SqCf_kcH8i<1Jwu}n zxpNo7!oq$eA(`3=dQ)_8U~qDBqM)GIetmlpmzI|H;LEWDnVEeSetTgD`k;ioZlTJ; z{~F5_a9<)UqZ}eToF>8z6Ow7MRp$TX&y6^W;BzKEYhp7ySzVF{&oY$ZEd*3RUDwM* zePq<}@gqB0Ia;p4+O&jTj$>fRGp zE9RG%tn8o#1v-E25?7Hu19Nc$ad#Wd;4O>JF5)b(mpQbWZ# zH7R1)sc+dr{g=n5kt?*MmHtb`KGt-U=rT^oAnTxYM`9K51Ieg=D)TS;1YB$T18TS2 zVDvmZG+P&_A>Z zM-YP|KgqD;F>c#v$Jkrlt8rWXt*1~J;B`ED8-*yf+g}B|A!qB%f!P5NJQ|wyP< z4HGk?LN-qV6dWoGAi>dTRi=Co8jrMJs&cI{@ZfS> zr*SU-IrA%`aNBK_cF}nK*Ltk`4MQYg__71zxU;3^8`XbtDgfy@`Yg<4@?|}|$PLWT z|G0scBpWCwAn0yw_|NB2`W^Q#h=NL$>iBf*5#QF{`pgm)iY!L52JAKU0QN)|hFGjt zt-wrE>Xi3cF>kO{YR{#`v&UM}PiZF)AnOaDp9w#d$prax7{qZh1{HuA*(8F??=g;33oj$M7up`r7EtPG$(`%>MnUm}oDP*H=Vz2tSy%-NmsBIT(EHmdZ= z>Tm5X#~wJGbht5sKnruc&nEeV>3A`WOh2$7S)UeQ1fvhUigFyLbJ%V0jMKd6_V&I@ z-HDVt`?9|76#DvY7<>PQb=%#%Qs)A&5qSuG)2F;ZgUhhy@5JK)8C4jm=vciCAW978 zsgz~aB2JD!RBeG0Fnz)bC&x&lge(bS0Tz81|N7U>c~4uOQjq6vLwMc{T@iL*Y#=YzbnXjY?wM zArKK39pm=Tgd~$-*nR7>ou1EHRBE^+EDX&To;ah+h5zJk`4PZydTv-;SD&k~`bzEBq!tsB5@HZ^ce zln=JcpB$poasLJ;3f5Bl2SiYD(i6y{LZrxX75;dHaAxdxu|h(gH}bpzC82>* z=lD6dw{Y#?PT;=6ej>$)A}WdJNxwg!YxG+WVy57PQOE+>2O#&?ckwmFsQ;9JPFr7FsPciV zcwG*hrKyRoA%~5s2bWO&42=Q#nMQ-lG5DK|3krORT|AyYb(y|?Z%NQNA#ajI-?3Ae zmAoAt=%p^Z+y6A3Fhpj0fSucc$yv+q=IhCxqkJuRN@$aVXTp-Uii~7CdPFCuc%3$HR_=b2ht-etvYt}GOa&RB9 zrXyQqHLzwV;y9C*4tz^lm3!@3MWj!`uEVS2(dQS|2-o!U;=`cDC?c4x(_8~wn&CHu z&T0q)Pu&-wh{o8*mjIGNXluBRgo)0C>3bnmHct~PL2NoNTv&Flo@2@xt_rZ1YAVBl zt&uzx}yPK4l5E-y;5mdx_!+{fUm_Y;2-!X zs?^d{mk`#!f@ei+7(SU_XdRY|1`0egYkDtEO<7InnY7m23Yu^;_B0IorTtUpPS{cOVFE>fg5dR6ypT3me@HcrS%Dt+iPz7g_#lpDDYR?)o}B)ZYB+9fe4d8yH?Ce|jF@ z@_4BrCzAKH@Yt9EZ63M+jg&8Z{B2?`JaRg58Amfl?OOyFQb`?&y$Ojr#)@L zXsNGD$ z;x{kigFrE-8>JNLrN7Qc7<{)dyNHDzMRJ$d8o$N~C8nh==IW2dBomAuu^bdknpe~n zcLxPDhdP@|qJykoPGsx;_FTJt8v6ZMM0GGW&wsZ` z#&;@O-;To!s@+{jY)?KDd;9sXZe}@OB2upWw+)wGv#%h5f2u89i7TL`%IeA{-_S_6 z3*`VB=au`df0@@IVi=^izBi!d@aXc-(BxzI6>h3^konxdBL)^5o5=!OZ8bN+8&{C} zVvtJpkReBR{}zY)jvCGao#00BZ(u5FtwuTHvorY#m@>#c&)0)$LXM-bUKtF^OPjO2 zKZgxI6JMM2_B7sQ-z8Zd(JYAXitE6qj5i%Nc`Vs^r@O$3No@Rqpa(i7Ihlc+<-6)( zfLLudYu=jZ69%Y0B0#{u%QhkhA`}!+E|ndPvA3rl?-lhQdUo0iO=5z(99h0;%J`89 zYWAW*^gzMC^h4&cNkCZj#rNJ7ok)~O*1s(V0)YuyJJwhEl9q$32$`u;sDtuC^zX|3 zvTx#k#$4xK&mW-i-((_xt&Fyb9H9R{y!hQ6;Btg$p~I^((1qGP*;esWzgeX|Fef4C zp+vC$3kCJq)-@6F=e9qyl#j>syilW4XrNaTYGV&OjEK*ub?rlT9CC`?Q#rNnkk91z zH_CZI3|(aa+Z&WJ?~5hiKUA$AB40sa33&4W5X&;K^yxuSbArR-dg9fY=0G(TP{L^b zXdqM5Qv-?ms_|w&O*_zZuQ*0Qm?!6atb@JdpM%}sg?*`Oly2ciL479Y0_TNpXg;`2 z?_j2LjqJz?s*h`E#nhlz9T#1L-Sp2VaKj|QeYu+TE}&mq*5fKWqAEu>dXJ? za!hf1M1R2>_<$PdZO$>eHZV9ink(HGem%PoK1Sf<2G@IW!g2)MP7HSJMtq;iDM!}y z6MvDm-Q!Uh%J3vvD;RWAq%hgXzsL>BwqSao1)S&bQ;w`s>D#S5HDl?iC4xFB%auuF zSDO_RZ~v~FA55iD#24k0%JO+B2sIxJ5|4oGam$y!8>y*TsdX>0WJb@Pj2WlVO;l3k zbO-3QqX&^K?IqnSB#yqR8OhCp-(Fs1M&uIgUbMvRTFP>YxQ{P*CvDi|_PnB#8jbCW zw_;zZEb;1zk6-Xs@MgEH-%_QV@fambC50OegG{3+ldDo?zNnkzvYtClzxB~e7%ib=ro4Sr3mnfv(KVuPn<>MC>Um9j*b1Rf zE3nrFhTUSl`v*iNpn*|6xcZ^!u%DVc9;dcO#!N$)RNPt74KeQBOT#P{@s{Jeg?=O> z`mL`E1GCQv`JOKJ)s%*Nde==6&HjVEc%jr`>{Z}K&_mDgj?6qp2}$~7T1-!oGq@Yg z(7*xEAK}kO8_Zh-4lb%TO{O6sgj4%cBc}EK!aiHr(+W)of=z ziS0=ep3_$x+8TMwU2<)7+rN>@n`=|B282?XdCK~oYuK^9VnMmRi~XrodVS*2b8(D_ zN2@n(1t+d2z#XkdqGMLWbl&ZYX={cURSTa4S%gl6LynfC?n*ej;!Kj&7ZKgK`iIUzfIocd3}gZD34rNj7uxqOI|F|Ua+2=( zoKsH-5lQU+sZ^V>>;X8&=&%E^Tbzd?K6X*OP7 z1Xrzwb4SIQdkp6hD(H?J;I6q+o)H!Y=ZnFt5ZLOFoUW@Mb^S!EJF0t`{tNf>@A?{X z12Ew;iC_@jBf~mmmb&+zjDcFto&GKrtkd@^+(5B?^lty;L163DyutQfn!WS1^RawF z*+%1udBIS=UFrh6YX;9F`HJRdoJ#}iy}y);kAP6?NpE4*+pW$`bD<9it3Cd)-YzQB zjdkDY)9TxNz^?(*+KdsGk4VYo2~w0pgBJ28@%b6j+}+30OlPPwX6#_^qLz9t*rotp&x7UrjTL2Z|0k-m+7ATvOy!Z3bN#IzA=sp^ zwdu722az%{+jroao1H&scv|kCPW-ET4ia_03x%~Tb;m?>!2xhZKRb~P%w_=V50~@H z4RA~bA7U0m>u23Ep*cD(e8M2@7Fa)LRPnm+Zuagf5WTRX!5b=Osa4f!+K=e+vdO3{ zmLnRctVqB_NPz-Q1)DF%e@Lz&mt^BjrjEU_bS<{3 z?EFVLGD zG8n!Ngf;|0(V9R_$SwVnJjs?8`4Iha+0Nn6=-LtX{<5$1Q*_lc?U{U2kV(`f(4q#I z(QVcGLoVw_V`*arE6lMe<`%*VKz#s+MmPT@Q5DWGOn^K8xTV+g3Yvqv8`C`@)DjAy zK}(|a;6D)2qYKaj#8Ch{l^IT-ApNlk?*V^}=0uCwTmJ!07z3L)nVJtDm2fI+(*K;n z;fb3lj&I23a3R;}-phu~xResFWA%hl2BhN504F*YF2`5Lnz0WF2YNEkSX+%S|a+Z~y(8-5rqm;ouA0 zD)s+Am8%Dzt_X+SviIj$f^ZgmxIZyLGBOgSk_ShG`d#0#sY3ckYCDr2e!#@{lVvVk z4h@y)bZ^29Gs>Y7hgK}*yTPDal$>UXDfVRg@UI&?yjvLPBYSNw zBMjFi#GM3<-)fgMG_I+Q`X+Z=+=y;k-R(J&xKmysy7NtrER?B|`YZy>(r1@YfCg@= zujW^E1MY|##WYX8>!vFP+`IWDiY38(M%A4d`uf<<540>9=Z~L&uy?5oHOvXJ-JR>L z*HsHVysHi1Z?uOSfD$QI5!SdU(UrC?;6BDPvVVj^x{~WivvO+~X`}kLG}<*d%tuc0 z$$Z3gYC_Ph?>F3hAw2Zd=XW>C9*832CjfPcYWlGkI9a+asP11rUu~^;n&M_vJB)e? zG!|v5QEEDDWhm+m65*N;u(f7@GTS-N;9Y3Ko`^Riq@YTbde7F}VA}tZjnSyxl`{x5 z#lJ56#oYgRt1{&aa1=npn#S`)^G1KCPDPixA5H!^`?lRC0kVTpPM*jjqeaN%3dXOhNi^w{>@xGUz5-+!KuKvRdj9xV z>o}`|mrNvXX#(gA*Sc1`OavbExExv_YvNO>4AxN%K6@au;`c7$0y_>_)I!MCdz1CY zzv+HHY4k1iJ``Lm8QI4bE+$Y~r^P$A2VL!Lfa?EY2J*dNPHIiYt?$W^`e*@r6h3C@ z3U2-hIE>q42qu_5usLK=tFNBd(L@c7$YYaCg+G-wfBw|~oBbXzh|{k)t=05#yDwst zA|HPuf?rp41_F5SOAhiJshZD~iakPP==|qf ztxv@Z;w2r%aD3B#oB8%J`SK74WZ%oLVQv%tnsN*ZG>MT3oM$#7VdiH}&DOpCRrl<4 zwpSP=wA<%LGFz;WCf%JXa>?+XNBVV|5NGGe*f9k_@=_xDL@O zjaKU~@>v6b6mf23%3ri!o^lRwTVeaO%*R?7dx|@yeT)1htbUvQZq4?=({ExFZvL0R zdN+i1s0Z2G0E`axVv=!U1Fe#K$jv~^-Fee>rI^CNE7-O{ya}mytYYlZd*mNQfgynA z__a2fb(gkyfUjRzf)G|@Ib}rt)l*q*tim)`x$@&MM@f>EjATWyIGjjDShM4WbIpju z=ehWie7lhJHB+X6obSSm|60%-l{vTUimZzN@a3lF47L*Om2sC6S4`IYXjOOh(>~3q z;4Kun?EEjVmfJO*jMdnn`MiTCcCs$(AAZz(g9Xehp0vzOn!cuPInHx=FwJFX9%$?S zY=_9?RNW&;hF3bU)mT76(?=WkPRXT*$l(o%OzU7jwa`r6%oasVKt4r-c$f*PO=r<# zu<4CG;XnMenqacz@9^XG+Y4yln(8da;wfNjBA_vSE7&;hWprtx+sdV>_lM|@?XY*s zRmYlPanUz{vKfGz-FaKd*AuSQTjkQ|HqN>G5WLv&N?W{G$4=Ksw@0%(%Bjl>N zCx`+!_A$wEJWCT?OgAD;nR=yqSku_;N(jCplkuAA>?$GY<3>4f`)xV449rI#wYHM? zGW9Z?)?Y^Y67zPd9b=DMvDYy9rxdD6CkP3El*q3W0Ky3*N zwu2#*UG3c|QcU*xDPe{4(lMCjmRm57P%YDCcDLf@i^OTYWN{c?kR2)5m+*~TxXD(``?0k!nL}(a60|G=~H8BAK*z~GmoUcUnbBEQhb|?l0UkDpf+XkyUT2V>h zNHSr-J#`u|HHZdso&B2x{zqzBO0J&n5nF)~?RTcXp<6wX1_P0oso3`Pgpc`q!jl}G zy-pzvaXe0uwdjD(o^PH|%BIOtM)3>i(Hf|WZSdw3Q7!ql%`a}|jpAxD17S#;3$Qz} z1iXo5fIjKoU<^3}Lo~1wnvj}0c(&H^1ne2|xNLtgAB^4^&tR8y{3G87jQ9PMZgEm+ zL(Faqh>b$PJu)b9uXY9IAf8J9%r$u|`3KUYxuO)vMp7~GbTjZb^8xqY!~$lN>{XUcX+03;gc*58PWk4{|auT(-}kfQgnEk+ff>bi|}c5$I^W zW50nGr2S$g86_nQ0RaKfdc3;5wE%Wlp`oE!0$+SqTb!qWUDca_YAN>%MgDSM0=Xa@&XaN z{KPLdRj8eZuz)>4EZ=hhbbfw*y=DhlVC&R&rJfS-w%&z>lw_>DlILo)GN8- zkJQxE28M=pO-+*R+L)BRCppBo3&KW~D71KD31b$4js>sX;T8L-YB*9(|uB8&R~ za1cTPpZJXqZ}kE(7`yqh-mg$_%U%B5^xD-$MqPfXSIy1MjZPbx_h)PGF`-b>nUuIa zGjp=jvX$>)%X|OfU2X-u^qRr=th+7?0N)*}8y88Bw2w@zW;gImlm??W%Z&kZ>7KXR zAV(+{FD*9PkCjF!3qMEX-`83%ea=&Bj~6PW)zm&#XjT1i-5Ug!s9}rMM%J8rCRUs5 zZC4v<&sLkp9@=0-$hP)^rL8ZF+79O9gh!k3U>m-s9B9wBc^n9gY12>D6xAzRj`}3~ zmbpLkKDzS%<04>o9>2@3kk!uU^ky^WdS%lllHF)m{*w!AGZw1aK$@|9T5fhEKq27j zw_sxhnww5r-4hWcfif}poWw^4@9#_gkx{?7$a1VR<{4U;cW?#I8s2& z!j6JSjDH{B|NXs~oJ}-xRM9rxM*1d07Rjn~eFG^k=0R{kGEbynb$sLa&W~NH3>H%U zn+ojHL(nu*Ru&aeELQ190HZ*_efO`dWB|L`SHL(HPAWn$bw7Bl)(WNbDxBdnsXrc> zlW!Cp3KdjS)Iy1RhEkkIj1jiKE5|X7wHY}1^ycc|>1ICU74NR?+C2k4i!y9 z10SnEtz4yIAv7#(rdS>~lgp9L?Bf(!h1Q7v;Qa;j+k4hsbZPUs?9pHHJ2Y8O8bOFM*iVAvQ*SSDEA~8E#;prO8>woW1 z9ZlQYpez>L30i1jPNt(I;Ri(O_YR&`iGFn*Mma|GhES@4_#g6%C&$tzbBmk=9$j8n z`a2xmK?bRL{I6Y$ud*BOd-w{7iXxSjm5-+lQ#RB25SUa7A{7g}M@J*IrhSNG(7l)@ zPj0QQP<&gOXsx&7YCuzb3X|gPVYO#mNQeNA9u83qP~OG4QH#%lo5%TC(X0s$hH4E+ z(FJS~Ib*!XQW+VHyR(_QAA_^Fop-@tNf{X#(@aty8m)QzO90B-i)lP*0 zHqQd0*8`=vb5uo&U%Bnw>b*XX#Sdhpvp3SG1X<+(tJ8eIVLxJG>UQ~Y8V5d6E>vh+ zAI%nrdD`}3nr-m4`e1}3Cm_LzZf4U0-D>5lZD6{d@EcFOweE@PG!19;PyX+!C{i;5 zWlwwQz&?I1WEd4`Mn*u+LixM~@uPLAP8}mv z04ZD~7ooe|*%KII?^^z?N$T^JmIK1o)6??#{w!UA>ef%tt_dGl{C_%EtcFp}2}3d+ z|0JUnK2u2Y>I`m5naX%zxrpS%uuft>miE{_gh5^f8Sw!OiL>*- zZ-(t$iR<;gEbyNQ6tlRnb#=nN^^!UZ5@11NQjZE&>a_%3-c06%G}#wuGrM%zBVD1S zaibp+rdRk(+i+b^e08n`<~mFaYftF`zy+z;AdN{CCe(EQMFd8Rs1!5%TV3~B{qE=* ztS0CfFpd0}41;S~+Uy-eVBJ^*1YUZlviNb?*bDq0_=jd2=5)PniE>6g#0uLRaJ;VX zWl^Pxt!(ZJ%CLTdCaKWjjj#ag@9ymZ|I@+hbh%CgSl7qrv}3XTpO(Hm9?SlHUn(P% zku>Z?8JXEzlo65aNQ6X5WzP^1$|?yVA;}8Kj*RRmlr5u&%rdfm$MyOCoSOc^>C+9OwD|!qt`}$7k|}iQaQrQ6u!Z(kc7>?@Md^b}SaZTjAv0GtnOWy(p#g z(!zZ0BA%SVaj_k`S^Cztw$X`+j#6>Yo`ou> zD02LBV%l^4TjTcff0QmRw6yG=T*=FL1jPQ;e;(#_C6zg}MS z`5E1*Ge3Vd^5KGI_Xv=UPE4pdISFn4`7Gah(dDEPVFng^)_*L*+x`dcJ< z(9!jk>kA8yyKZOeKX(0FmhjVhEq^b|iwhYt4f}8xn);4uU6VhC6%94=R>^JO|5lFD zQiLWcFDYUSLz-H6D%_+FgXQrm!Fz?R8)@y4`i;2DyB&u18cVy45*HKY_r98H|3zoU##@hve4nha3mPxBmCCQJFu?FO(IBocu_(Vh@V$YJXN&eO z8)=Q^>Bmo2LP`F0@rWOAncc;;I#$Q#AX)ZcL8jq0|0uQhx^2D-jn}$Bf2DvYCwruV z^RDm3LDhXkD#(?^k!^sE0H3~@oX=RDWk73JnzZ%Xqb_Lcb5wg2`>y;1SH|9whbpYchtH%4?@ zn}&l{8?6%K!)u>b!^+EkUHWJEtNr@8Mf2UQ<_AxV?^-e{6m3!R71^~5(w6h@f98kH zdeWj&OHGXoC__E!5!V9%B4isufdq->?eB3v?tiXn$^6dNQRsD(sE9HJ(&D=oB>I^( zM#gs9wtwu+Uo0>f_|Wm@5PS-RmmhVU=-Y+&vW}Y6Haj6lzeLdFd@qAZ5&HNzv@U#b zor|cdLNoV+?g3>^>BBC+NsIPe@tPFkf5+!yA_Jy=HT#FfJB#k574h&ZmL;Vv36n}c ziZMn)|1EVi_dNqD23PHIqi*4Ef6anX93)+L>vLbY*p=&)f9u4?k^M+XYAFZkxBhhL zkZ2{z#`pI2e*Ex9v-R;&H14M#4z?V>8}>HEH7*&Nnze3;Dq%YxIifapi9ale>Zbu3 z=9SXO@=keCbuFJ8D^yGF6nbHqv~;uVL-$3=45WV&`+8Ts0Vn&6*rxCjj#lxfTo{}bEtz`A~h z+mKt+EH4kH3n1ig{ z6%$+c=&y>9IyX{)QgFxKwOO)EMgNjSiQ4Nl4N839i>Y=A9u0a{?>SaaGdeozeB_0} z*eGX#Ym%5Wi-XC&M-Lq1$Lr zk)Bk(fKIW}7eGUwKZn)^?-TV}b!rwyw*;oZ#LK!n1lDuU*UY=Cd}ksP6gN$X63-&XJVtcCdwvXiWg7wH}zBK0d9xto{^% zBX&9cZC93QkJ3Dl$3VWV*hPIYlikQXu-Y%X07E&>l}xgFP5`!6KYi zb=lgwy6VS{f~;?1_e^~5E4BQ%1*?qUmNE^?lX~A8u+x&X=lfyQ z&zG()fhrzuZlFc8J7jW4pUaT*=#UNu|LT?`G0b@~E?j8M4b`KnZA-Oqt@U8#HA&%L z!YgtX&ITekbKJwwm+~J|u3()CJFSu1$=!go3xl3>!gr?5lf(&_*2~P5*LI|+^i_I$ z(wQ2*a~PyBERN4z@bmX!O=0lu<)p`@Z+kje_?pcA~r1teYQ7U z??_*&Z1?QEaG!y}@~cMml4R>={frpTvu_)Gr5358xOCgnmvCKuUNG{qwY69l!DMI41a@IRNa;I8J?nHdM*ispDx+xI@3|EP{Mwzu7n7aeJl%F}je;@dHh|F!>@sEhoT zZ1%}FSKNM&^x8Y_aA%90`{C1Wc&=&`ZftYYt;1|vOB}Zj-Fj)8F=jnp_r|4gO8>(J zx&b1_#hvKpf775E#bwj>{DE@H@DmFk%k8br{etGq;cC&>TLw5E$HzBKv?i$Q=uG}> zihgI;nR;By_rI0|atmJpOQHDV7dH>w)r@WWyNc{t-7pv&k;1Yhi}r0Qn0(y2a?sSdf0{F`+S{Dk30H`bPy``cZoQ_c%{{ISEJr1xHHBACIHZd_=?jLBBfJUR#{ zxGSFq1_l4p4^Yaeh|+uVT~g8lqRKcuA zc1#qzRwh3^JYKcyw3>2z(hEI*jUCzF(mSiZO?U5k>laYpCvpSK5xTeR82evOJ!Hg) zFD_-pB$cSB7lwjowaElsB@g&K;1&qK!?(`+iDhTU>z^<0oxa2=8rk;J_0wSB`=I{q zm&9PP5Q-h{ZH+B~5<`JhOfR%fNFF>8c5~e0GQPX6?cs7$1$X~s_s{t! zs8bRZHRrCMQp&l(DJtXDYr$z8owNa2Up=X($93eA4@er1w>`Dr-y4$red~0lryZR! zKR}Rm(hv53&G-ALExdN{87gm=RM(5%4|(Ni$258-w_vAJ;jQLVTMjeEH(vF>gmbR5 zN(0-IG0;zz$E=L3YLhJd@W&5DkCNu)mj8~ey{q9TeZJEAu(K zJ&DGyvoUikRM}s?E!jrXtV+5~$`l9QrmVcS5Z+i$Pq9mf1s5Y(a--%|`0!M0{r3YKv%)cnI2S;{uQyJ*)xe|hV&mF#a>sy;nDyaJB6yrf$OZv)@&qR^2GE4m;O@S3{K zwIAJ*kcF3rOs7T{JBl%A7U4 zw0|$Ypt2H0qiD;9LUq^9{jC$amDa-cYu&A`&y&;Gz{W&@Do43?;O%4N=X6#4>gT`H zdEQ6FX1&6Gb5t!E1kEkZOtL;cTrnR0Hgx0f?zt*| z7`~C<8M*X}{8i!Re=Y~^8lOJ2BBE-Yg*_Wj$J!{`m?Q@u)ap0M!1_7<3cm8#>4hA_ zViC)pUG?GzH33;da^yke=(6wnc?dIsgc6SZiS>PPvB@UJh0oDl%eI3q;ZQTtqIWun zE;Hse=R195-IkDJZ)_iC8(MB2&ip>XY`D{gYg}+&E%HBtSla`L14XpT9 z8InU>xF{~X-l$-gn7z~WWuC2*=IEig=01~At03&$e0E06MOhXX@%Sh%f>Y{H96xEv zXcKe0`R5~y|15KgNr#m;cE6fU_>3~`#GG-Z9Sz=-6#M7GOh2V-@a$kyo43}g5c`T)K8t#JO4gY|230GlRm{+ zI)(#ezAXV593_>z8EvTIF={iWrsYA6aVjIw8}zoaQj&I>C>&zI!bD?o#y7| zAPjbc==>DMbi&}xK^K?O=wrk{O63$nZ}8&}v9z?r?~ja(D18cL{PgAdiw-(tBh`?m zT^C;Yg)_$d%6lMriMoP!nd~QJs(03Mx#`lS{d+oR{&PQi>QrnPlOR146G5wbRIvKh z)t$y?9uapK2D`}3%?;pSTi}#ZZruA)JsO0F{oC7Dt*r^_qH<$V^P$>N5+EMFrHR%t zjC_1!TzJ2`yZd8>l0V6a|NavVk+q?WLYL2rdlvYt?`?-hdy6N)DZOB;k0= z0nLFbxYMETvWV=mJA&U@=sLb+yyPv;w{PDD1_nBfeBAA^JOe8B?i%X0Ln77`ys@GG z{!Vw5+_V6H0J2~wNWY1`m2tp~UF77LF)4)+lozuNuA<;4dYXXzCQ2(6&l^$fIHByb zL3uAUz_u%$pHiV|BIyUos@snS!iH)Z~si} znsUjF0ina;ElF|-N6$o@PuF0)Pkm^y#a7N?V2|d3+Q$3`Z$j2Xdp<9xy5xUnj*xBX z&nwk(lxJi*@+4J!Dd;899%k{^`;GW2I;3>UHblq1eEC8_L$g~kt@DLm7JrgP8-0v< zZieT|Z29)q`pi&OGEnOmG_~yCqx#lJ&CHA$KNiIOt+f`RV`TjFh(jgQFqif3e_zLN z@mf!Xb^u@D(HPGkp{LkW4VB>J$&=KF#V7zr)gB&H0xyoXpvm5RtA}g~N$Szu`PaI* zr2)meUkygjI2@GNtFb@eXOyUVh^DpHrZDgSksj?HQO$?QnWZ1u9FblRJzzotO* zUr%m(f9Y+3k0Wz)?XS)yfQi^#Uon-9!c^9`7FBInpB;8$$73}_L_{QgHr^lm?FI%@ z?E1Hdpq+{4%;g_93Dz|!DG3$-@XX9ZE_L^Nv!qIv=<7V&S8#PlV@u2F?5|fG9a~Y0 z5?Tx9j=r=18ambxX}arl6c@cGJN3VL>1hU^;er2-5<21O7D^C) z6B)${<9+_;=QkdWQTA7qi-GG#e<)FQ1cZfAK|kVx{D#XNotkQdbOEki%%S%Y9M#viZ6e7vh zib^GW-%j=psYh%k+lossCRFXyh8NEB#{QWdNWgqr(+KZBoo7nxSO5J3=#74z6%DG6YjN_fQRI>vCzP|qWmp4SaWhXTqmMH+L5E`-4>1Q5nC6tA*CxeoEN>b5fTkv zithnXtex*qUnMrdc=HnmR@OGeq&93UyRKI>!otGT%#x3qp9pqg<(gr>Q5gS!9-%S& zpGq?x78kxfc$@TM`Rgx5T861#Qr)b+9&w-<(tsIJ^+pD!7|T+(Cz5|DbG-?DG15Hu zOv?G;iHZAQzq>MYctk|#Ei5c%ekZpM{Hxq%J((Q5C)x3G&JCGq8Ar9WFG4<(ZryuM zZNC1)AVULyF?oMdTM;T8XzteA{cUX#xMhs~s{78kNw%!+<^8HX_UNx9_PoZ+0)GOw#*X z7seX;AYH2TajMfpDu}z+aOM~aR5WqQcGml21(niYVU4>z*_Lnr_4RthW3C4=G5b@~ z($uxI%IA8wD^KD@U;&%momnj^z1B2)^wcQMayU&;Z>*8)+aFYU`g=dwMektnCd5TP z(>bN~l{KiO!u5aYtN*5m_~CHGgAnxO#tL8ZpkxVI(8#(qMj)gFFC!nrRo znf<3$lIxHa#CUkP%O^Jn=e$;~)IU7rfKA-KuwmX)7I~@4ClR9M(8{x4zkdCh>5Hah z;3mpP6z3~mbEZ*T2-vMyT>?F8^R@c~sxn@^5&;d3#D<%Ud^V9XH>WyWYWmTGb#38{ z(_J#F)?e?Xv)ywi)}M#TH2k^N)(! zwplO!Z0di1D*#>0iS6?1)ap@B#T^eLT$XSBn+^;PHm&U3dUALATW8UA!>!E~i~qjm zG@}!jf{JQvu4-E?UGH&JRMhp2ASx!Ic&(U|m%cl`jSbg(eV@M|eyOjn#IrJJ`zFhk?ELYDVujJ`bDDD(E7Tj$k}&+q z8GItoxc<{~7NXtm>({T_v^-S;CdB2$?JdI|GOO}o2~t)vFgO4yLpfa!8Y%@Pi?xLH9`(#8E}0*IUlc1+tU4!|&fW<~V6_Gf3PV zqR}+{#ex z3@dzccaA9&?oDcHD)CglzP^~|y}nF+NF)$*$>~^GBl;ZbfBZ;jY&=VRZ{%!kpj2Jn zSYp;VzT@!hY#SEyxu89a{JFY&T_wu&kMBpS;8OqC+DcPlt^;J6lqA?d=7e&Rv#)Qy z^UUy+H7DnkChuD8NRhLgk+TP7LajvMyJ@{p874t{Q40;C-NV3xdlDW`vIJ<)CmqD*A=>e+mq9iq?(2A28_bIq^z=2?R8CXzE|Z}4yCKv=Xd`u^p- z@MOX~=Af@($iu?ILeo+9;JqxP^CPudiPEv4oE8zXI7Zs>P&MtZ!WV4Lv*KOVrl?j7LL~hg*Tbqx(pu!l%=E;GGKFb5F> z-*?!3dvl0zCNEyOuo^7w3jPv7oJ&&jDGEPk78X#4Je-{Ofc2uEKX-_?!&jSMSWrsW z0~!rVPG&n=0Cwz|E2A2~U>%iQ2O1o8KG zrw{o1`yUKf)67%A)!}(uD0hRc8uN*3I89t5WqdXyuYQhEih61GfRsC$vas*@v{V$= zPfW1tUB3|z32i@KJ$lJ)V^v5)44;^aC)J@~pG{sJ*pC;A>@RA>9ES|%n1v6*zy_46 zke<}FwYdcZXks-~5pnU4N7>o^Fu$1`j}wjw=u)cbdLuJ48|RawnRaln>pXbL^>lUj ze!lqnzmM|o@DC(`a3NXE96S^FAt>}sHd74DJ|cJj( zep(eBj>iwmx(S(^yOyW!VdT9mbPzW^?$}#)b^6N6%C!Tp?TbuMI#lCx+{VHsR;SV; zi3A6SMjG%k!8$7_C}@U%1-ZY50_%|Qm0j4vs1?Lf5$?Qv_3G8N?Wkj#2c?|3SXo)) z)Q1KJSkgK}0s?j-5bgZQorMtl60R-`=zndHqjC8%JD8#;P@a` zW$Ob5o`W(j{0f_Y7*H{%-TC!}sF-|xeP8J$M}&vd025${#53^O!uH+AAu3?!??UP3B|A_~Kz1 zxW>|N!heZT1i=9TRnzQ+kWfNv>9^)N^MCI>sUO)gWIZ3-4&Ny|b=bAgww;wrJ=L=I z{yxV-F7?tlhsDA*%iQgkt8>?5L~REgdp2jp5?YCq5d^C?qJZc=a^BeYVZwK)?D_Nr zbCu`AChIGmsj5Ut;<_Reetv9pw8OqAZngW~ZYq>I1lHN-x)gNA|GNdnzMm%^J*Bv9 zqZ0qmu=GFCSjtlhXu$u5jV3Z{?rytGu+^WIZSduQuMH@T!^00z4&|6!Ch zd9F*c-r!KO>-F-6mNZc*%)N2E=}@bN0~)yZnA7X?UerxE{}V@5KrpJv@CYY&4;AD^ zI1}R0uAUjHPG45LQTEnGdyJ;P?R{&;w$EoY7G%wuR%D)ou6&Q@WApe;M$%{=rDD$T z?!y?;u#qjc*MaaCC2F`{F$%X-bxb0v4q;r7Qt{2;uY5HrO%7%oX{&FxcC|GmHt0?_ z{xRtKbTWXHlao^tXH@7WaL~%q;nz7@Y*xp4&btRk>$>k5JFN9n@8dC(lXmJDE{V2l zRmap9v@j-J2D$KOx+iiki?op2{AH}C8%@KV_C>wlzk}RqK>iBrHSr%_pcQ_^Qx_+Y zcURQt@5aMt;~E!!WNu~TT*R@jGbZZ&<2YR`lrvy9NI%y+@n+R#TwkGWmAq& zl}%AXQ1-dO*4$mH&FPwX)=guHD(UxFo#;`M2A%o{1l%J{uL7mPTM;WIW(!|4zHQ zwzj>o8bN&y#eW`nL?xV}+@(VbnwwgSd)00~TAr;2uJ9%*m(73suSD{|U9FJdYP~vF zS78h7eB%gmkt=l+po1XF?XJB~WA$gM^UiYRRe?%ui*FG-%GCp*wpis@SSQ!fi2uhCS) zLPTw(^V3Yq|6j&A8ylMxv&kFIQIK-QuTV~N7+36(XLeM!7d}wsvHn1(bLncdpnJxI zjH=_aVbJta@yR~_fG8aL`UH`}<-Px5cm!ef6A_6*)t-MF6O_S(4qwkPD+NR4;IT66 zC}ks_Fjp$^33IVjkjel!yM{h>3~m!`;aXAEfMDDl4#6L_qdVyalrKj1|egIkn#Yr>2ky`dHS2>kI zf59W#mgrxH#NeKnpPzziHipkIB2mWmOTkr5vBNY-rdBYL!RE8ExhaKHiiq7wTmv9z zqBdqRXB$`f$bo<^?9;-=2E@KH{yDa;p<(hvM5moKUhZC;y}8&dSbA$rt+Lp$H_snO z>im>;L3tX-Z~PHt$Bw=qy#RW?+nXihvNnZ%1vxX1kDigdGerxOQP_LyXCocw(W8Cu zZyjZkzJp_$7MpmINgjbv0P;2}w4uQaF~4#h4+n=gpYDT%HZ3psQF5~o;yz9y0_Gtu zKXQwkVh;@m`#yGg)_=?QO^tb8{Gff!n5|eMlKX|@or-P(w;OfabN|}lxsAZ!=7zD+ z;f@rUhDg@kiP{mqK|xIods*&fW^S}!zj{>_RBD!P8u}Zyx?f)mL&da!Lw&47;(M!n z6>w+JNKb~M3il2G0HlS}#_Fx*nZ8baRyzqD%uwyiPkYBU4jc8-G$)7*xl# zOIi9Rua}!+`5F*t+14r;_p@T1%O4CET2_(t;-?&(I`iAvr+fLDUwD0S<~asg?#=bu ztP8F_bKhvTHWhyW|}(}{7v-QcIc79?;HNP z0d~5JoO#!xH+FLbZ~OilFY0-5?#O#j`P;X46qzi`x7hR@S=;X4gqLfN*`@JU&!iIB zw74&vj2x{(=0M_veil%3`B&K825y*EMFl2r4wg&x_4S=TeYyi~7#JGn=NnBsUVk0@ zMeQhdILo|3y29gcDnUkjcr4<3(zCFfgFZoQTQVE{%iN-((SXLd5isJ?_--ta zV=--Qu16z3MMmyJB`}P|aTU*^J5zTjg8m1W-=WB2$idc*6Qq-Q1`Y?RbshxrxwoDdz06Upwo*n`|{jo;g7#k%_5LJL9twp&%6EX_;xBoYD&Xr>LALCW^xcvL?e4M4bm{z5h`G_d zC-*+i2E{&pTmxPZr6U=DPhER^dx3t;)2C;FuigWXAx5U5EJ0SyyV`sJK@03E)E**k ze10MrsgVu_o}U$sP||Bv2>XTLc;JjKcKmUlOC3cf!~Xq&=D9pzszk1Sc7jp~wF3ImI4rgkaF3^= zo(09{JkfFpy(0eb2%$2vwzfVG|4i}CA#HFvxcjf*p_v)1NWh76V0+NsazMa@xZbzs z6&mNy)1JEi?OmO*Ny&|Kh`&_ha-N6Frz-Ny5AGn&+Ji*-0=VzaY`@gdsf!%!f`UN; z>_G%MhblPcxNhqCTt0PrEJODH^NOc*+9j=?LOTz_r2DMgBc@A==8)Lo?H56*?eS-- z26+HGhbwFwXp=SXpCs*jPmU0%?!i96!-9c+M4GwU z94GAk?+(Gj!`Z*c!c#XkUfoNr=^*QPv(4+c4A~d2&`ffC|4NSENorzv zX!w2TXPiYUS^BAZSxJ=be~i~2Vwx%h{_d*C4G4HowO*NhT~V!x-XMP7Jh&{lNARJa zEH!G}H%9sQkRBPov%SVT0<{`=|NenrCYe~#=!pR_0|rF*B|~7%aD9Fi48r^hSQBm>nccf=YJn_dXk{Td|fE%&r7_(SN z8Y0;;Fx^@8L*Q;FIA<~5q`Ea8sC@6-*B?gCae+e-g>ElbGt>B_`;b?O+6|N(%)3VKoj9PULxntoU;~h1oOgK#64jqyT?BUpxdMC` zC(2M(IS<)yi$Q>f1UZe32zgWwY#)(=@uoPT6SUBCi9xrW$hO#2QqDgqz(A#;9wnLS zD+~rQ)yvRkc_wkw{IU#0FCyiiIB|kF;S#uE$D&>*;?)U@N?DX}q{Cm*H3^9y++7Fc z6cED_H~I;R{38%TlAPxi@7#0BtbQOsfD@i8_$FQX6xx|%DuIwl1pW-|MCFw89fm`10n91^;PMiD`R*G+nO(n(itHH)y7l<+5JLCuv@^oM7JO*q z-C2Ib8IY14JGT#5muJ3yL~voj}t3%Efpf7;gCn&1zx)y|$fSM;v`n|%@T1VMk|Q-QXCGZ=CV znpYRbkd`)}(LqYv2@OSleMS`STL0fb!{~gujTE$(O`f_M8vcXO&{VW)c4r&z!_x;M zGcI=%29-;U&?X2hP#H_ezk2ysR43XJn=8H7_c)vZR79H7&o&4@Bx>UXV*?>)h+U&c z@oo#~|Hh(tG27=!&Y?lYa5P$-J=tMxI=ZP2YONHA@M9V=mvK%j)=`ox3g|#QY9iJW z7lr2#jm{*rFaleSVo!Q4_t|2heJj{)2Xz5NKMyEta`NDYN*}ZxA@HLu=n%v;EiG!4 z&>MhEKolb2`A?dcH{!b=Qt**Quprj0S-IO|c^CD97`#Znr$@j5ZLq{TD zB#VrT6VL>yI|&x3*p2?D(3FRVhyB#jEK%7Kl^`N?9;z6Se{~2KQ(v>0AdpW0?h&?V zFuPw;RLF4-aU*_8^ep3;VmIp}&Y8xA-0+MM&au(ad*HXDxbm%==%FZ{ffz$H9JjYe z8d`YAc66Ng`S*(l>+I%Q0$}`MtYm@tb<)LkVcRxl^zF2PYsYe!K;$J({RNE*XHXOL zNJ-aOW`cvmN}lO2?OLoP4)8?+f|jxOq}lt+3#k^|#4@o%$%JAl72}kN6~`>^)vI^Q z9&{20x68{9avs>bcQ1+?NGQoqX;9lQlE*%O{xCc|{Fp%3=g*%DO3!KUacmQLqLE&} z3_yhFx|Z))TK2sH5WVHusW2ph05;!^$9N=AM+7cu4D{ou8+8r=fmY`hxWx-}mdEDt z^f1;w6U7hF@jY|y2F?+#xy&vs-06G{!!b=INEpP1SC<*DwAJA`XVvH}KAyB5T4Y2XGpNqn@$Vu_EKNBykbQv7jv1Dh07{ z+movQb=eonoJ!7gHS$Cj-BW z=OBELIWzm*he@Lq$+y5x-dr>RKm#Y?3R%@5oYB)mxXXM!G98ECd@dGTtk}|sA^KitwKtk|>=p0MBuL=D+kpqZ#eiTEjYbMQHK zA@FJ&@+Z*gOXwkSH-#fL@o?ZgoB%)~#C)ua04Qk0-~?16#8OsLQbPS5fEv{joKw8W zRf;`(Qi1Lv`_te_5`r-`HGdw9O<_DVQ(|8tvQbh~bDcQx0A(5AEGiHE91}(;qOY{# zl`)1NZc~^vs0#a9$l1KAv1{6)L=rt*{=Z@OBS*TjftKz7iVlfSugb?8i?;@avLrAV zam+ZTXA>I-t}SQOTGFnwTCg_22XO^V3X*$(0Y0slIF>w;RSs7>iirY*Kk@a&Y+@h- zfDJByaKy5)u^pDU(Sm{iBO^c+2ETa0j$*MD`jj#P7-B)SW*7oKpc^v)15sR~6nBDC zr2&VIqISfSA&S#J2b*tijEUHeWvE->aTgTj+Gv;{@W?n~DCEBU>Rj?_#1Ep5#nl{` zTLJ~v0A?RsOVs)2SzKB@1Q0@$B>GVh;t5F<2)22sd#qfL1elDd(TFd%Pkxn%7K@1X zLVymS-Jl(FaB&5q`Xma`<|lOo%!D_G@L9k_0|O1j-sOA;cXPVC>^dO;FSpV5Oz$PgqxAT#PB+Hl)EqS7*Hmn$qscAm@q#0EQ^Xv76Jh1JzTwN#OEg;?-Xtw#w zAgWd=aEqV~i)Wl%QCLJUODTi7V4aQ>0Yiv9fpCDrkigYwY=O4bTjnYVCgddyNPhg4 z#79Atk9(>K1OT17790TfB$HdBoQzBY@Cjbthy%{ReFK)?njcnzeIx?(5(Y86yTeBu zyrF*XTsn>~h#P+fh)R!w4>_D_Cibe0O##7k>gf>+9!rX3=0{0nV`HP)q&!%xCxRBQ z0GJ7p)(>PW(MWFp?G1PkCx3^=5iDciL`p1q+%M}=0vUjfri6XgTJRQjF<#a}Z{eml z*E|55)GfeqB64CK;l{%SR}5#LO_9#Y8ZVA$#_PM#t_(KJWJKd#R@}aVY2*Vmx80gXNFJ2^WbaR*&e)x@Lyj z!m8ti5>b))A&D6MN5&ciyDPz0Ua_(|BnDsX@*O>pPxfU01# z$mj6_-J^kuS^6Kn?A1$O=Na$C*lIsvu!*2zFc-q?Go$JN3IZZzB|Q7IdMM^4!L zsD}hK?LVWH9rt{y*lI^;;nR=eQtG*T;SxKoVuiVcc>AT?p5PnPKYo)%HUykM4!&T% zz3RSa#%A)$d$W@l!oS*ox+AT6@`;sO#}6yNjx!9(>s+kgJ?t4(lQOQUrAr;L8S@y;>ESY<>tA+)}2f1?8HRslcqjIXmJNPh+prvdv@O> zhb*|(Uppf}JEJx>>re4P_CNV=d-zU1q4JVvgXD3qhTWrLP-UfnOPwOP_EljO+u!wa zA-v>Deu$TR?rw8TEz>pC0k0czNsZajz$5kY5w7&W_ TXPyd^;6HU$?bC0SFW>urPr*TM literal 34931 zcmdSB^Lt+X6D`~}4I0~SY}>YN+jg49ev&k{jXQQ4J85jYG4D8M_xrx*k2pW%x`JDK z_I%c?S!*VdN(zz)u(+_FK7B%vmJ(C>^y%||z!x?Q6!04ty*%$vpCWjq#e~(ovd*$S zz0lRM!ne*(y28mq{`g*YNhQ?46y)XQk!t-w5-TUoizr*J`}C8FK-lM!xC@*kggWb6 z@7^s~qaASv^X;H}ItiM^*Yj|KqOFJfD95!%Mj8D^xO-85vnb$?h7=iU z=^%;0Js&w~%Ux0^` zCHj#-{(BzTlgR(OFOW}f2LYRSd~7w9#T{Hg6>1+PM(Pc#T(0(u(U6dcD7TN}Am~c% z+elw19JkvsG6s#>ZxaxDGdB=7YLU`8knIu!kK3^j_+kTYEepC&m7Lh7DI?V|AiYFB z6SJB6-^0k5n2<9kHI^;-m~z_Lkqc+EmMMVfm7*t&sx4FSDdq6|FRY`%!vB952fx!3 zgFqlU{q|o3ydKM}rKqT=T6IRB*IFD~;$;;TEw6V6?Uw6=EwrS8yYcy2im@P9FffN+ zx7q3W&ieiNlrcu)dw&>0p;#npl}=OCqADn?7*+ za=Zwwk%|nueEhC@pod*asqr5ggs6>k^sB7Wpg4J+^wU$WBDuwUQaK0A4ON-Cq*=(YW9Y2o~2 zU|{eA#+sXp>(hTJDMRaRuA^gPCbx%^cb8i|$QL62J_sN1LB578F7bigV65ou2xR~KNh2b*<6YIFBc0H7v$`w>x zs8DzI@MzBM@9hoZasT_t>1-K9SrH*g>YcINj?w*wNu&0o+aGQX_Z#0Xp_HE=pXGE; zv3jM(*;)${G&Hop`=jYpHm_up&BF0QB^FP1T)g0Wn(a~z3NG&0%VkgC+U@8AIqK-% zc)j`Vmi?O0JGCG#-z=e2o67-}W{qBsDG(lbJPx{P5UF?+5cvOovdNPspc6+%)|o=1 z)5H3L`xYvZF*TMoq=6s-r;hLWYz;bzqF3;V0Vy;VkA$DVzz?OMVEa#gxF`K+*Y|%X zb3e0+&I_!M&GI!4-@$bkdItIMsC}e#?LV7%{ z4R?(_wpyFxMMQ*{44c)AFL;ZH{A$p?7|KP8UkwO7I=>?AQcZvL;Lg=s1(f1J{UlT~~ z4SAtf>_pNY&f2=2a(oq|ZMvQV1HpY%oByijri2@&x}wqA14 z|KVk#uf<2e;~^e47xEW~oovrMdAx||V0PO9vL2tN$M>H95=jS)rwPjp^h1VSTAo2V zB&1*1aJhWcB7}5SyRw&TFgE9)iC}_woJG9kJkij^gJR@D$2BMLxs#_#lVa>vO@=0K zPYebFi)d$n%qk2X{Yn%-)h9hQ#bgTA=*UR1L@FMlS!bVF2F>juH*a5ddmT|hCBiqA zi?yOTEyy@PxQxv2@}d#Sqe@`EB5xd<9K$QO}<@5qF` zw6(u2b9<9%^A-%i@H&mi{1qQj=7&wFL@({?i&3OHWUilh8gDUL#}ymK3w z2st}j%bhbpAqBYBHok8#>|`$BKoRC2W5vQozxrK)^wmci=e zRKK%VYz~GByyHPY$S5@dmECwIDZ>1#U8DMKJ{S^lAqHJWM+(f^J$H#$uymN${-cQn zD(lmVAq~5`7lHI*%3@a3`~-+ZVJgKTrN#|GGVX7(${|0*#J?GT+NoZL%|u|(M>QC` zIrvlb?e3Javq&_2;F{Gkq>BgR)%#wTly$0s`A{+LsEYhgKY=AQKOztP=rzx~&bGv9 zob@BL&d06J^j_S*ljb6c4k_@i72*lN$yPwHrXj}GQ4POVbsruM^OsF8QMr-fcsP<) z;8>ARNWjd_6p{{n6=7px6_0YVIJ~b*Pfa}@EY^UVKG>q}iXt8OPALf^VOE6vpUXj> zg}hcL_MOjlaw1G-oc=zTb!(2-dp!~U6D|HSiY~ zBA+foX*ENnvUn*sRon0G;VVazdgoL_ntkqm_}q(;?B$D!INkXq%$^=m4$($kDXFOZ zoa&y=E%{Vaw_Twej%LaUftoV4@4QDXsisjEQ-4l1i~=Ro ze4B}kLj8hD6sYf1V}M~yjf6zPquUY{!(6SgE(s(cTskk7ods92bHsVM>mNs={`#%x zJdO_4tu9{6INqzld8?toeNmr`Fq)?NN7ov>+me^{1}1^>e^5rq3cy6tZ5H>{h9_7P z!nxMWGJ1Y-rf^W~ZPm8mNZp0y>(_`;9p#$96E_h#I}WR5rOp7;D7y=hmue|#6v#-; zTG-2eEA;3+b{m-ZAuIHs+MTTDyQ^)~T}w6Jgk9V*awcA% zNY~YiWi}z781%&=Y)=tsWfO-@_!fSJ&`&G3yWmdMSnzmG7M)%#wDxQuT3&w5Xky#_ zYcaU65mlR;es)%>EBp_>;&BZ9$tfmx2aU(jm0Q8YBcmv2mnU7pPCeZ&^*|>CVc^l$BzJ^4 z-%&L>(6iK&l8U`}6)JaL9Jupm%G6?s2LP9P{pVx=e7Yz+S3>$LnYI-(TI;da5Gx=D zum54sa>U@Bx(WACsmGZ@qY}1ZP{Op9@M{iE&}dP<#9XD-ybY;LI+Zd5rJ?nhBC6uk zxhz>c7Nr8rOqmYGP#nf^7y=raML?Za2zIsr{gnTG1q|hi9jV-WS%Q{l8n>$4s(?Vt zRFw+)4m}r7lys*$EeI3j-Eakiih5&k`&XUITSe~K!NEjMFAFC0e4V;a?epipxNRd8 z3ELHwkjdBAkpJY;h()Z)Wg?I@ecGjF)XPH%aAT1>+)oE==?0^j3L9AI&{QZe_?pKgKJ5eT61zm+pEz- z$uGraA8_yN3e84A*=^wRkPE4+(ML0gjE+W*U;jC9FdoXOS~N15n=l5Yxqehg-SBB^ z0<-h^fjvu4ez|J|E`BnyH%<2 zf~xAG)^;(XaZaacV6JrrM!zG<-XQQ%xDmNcQ;vd!P@*uci~xTisY8LXzO+O>xMd5| zxIWbYRm7a-pnCX`lVk0E(5*?w@5HT-p;`lGxL9_#wX%{cC5w*YNpJdK3}Yu!t(KwY z`gZ#2w6<^0$qju;xiVks>fT8^6qa<~{iz-%^&oC^0v(KsLmh?x5sNFOiJIOLi10V$ zub4PZ7Ps~9g8l9DebKxQMuuimJDqcpg=cFwnz@9(3IyqRA1Jufm1XKQze@G~cVfUm zoR|4dUM`Kn7e9LfG%#au$p=pFmj=b`K@p{osfL(}@1o&R-yR+IqazvoU7ot*T! zGGT|Lm8tb*{y7ab%HkqnX>WHAHrYW=#*|L=)_=6#QnVs)y#hmJYxps2Zq`{PT$$N% zT(1laMLB61ZBH(oed0l|>ugVC4Rp&-)Fi-VpEg@Dp;V*bM;r<*g^j@hTJN5E(X}<4^!Y-lA%*sV~4qFTc zu5J^)wKf<7=_ctP9f-9PDQ>4|^5clqMa4E;O^lx^X_8Ep6DADJ3N#AUeg>1U&V>aV zjE@g)87r0L! zAM6SV1m>q)UTFVkAtPk`81CN_q7B$9USvHUj~JR=c>1YsX3OuXT&TWT68E7;d*}3G zWC8|fSOp7FKl|~P1k`?L6xN;nVK8~GkzX>PeuUI=22U0!vwn}ptcaA6Gua}9o>ggV zw91Y}r2L`>L5+4HVI5yF|6ncMNgZXjhp_Tlk>r2zxB_o2RVFLupyP=4d<1+Pfpo-S z9gOn43NF{59+KW-<+7+2A>pBzsn_gG>OGuVH&^@D@Y+4Gl3tEyNZs!xTwDeQY#I*k zzY581YHKq&WN8^PXNE3apOo%qw1`$>*y8l|7WAzROL~z}%-t9C``izlLL){vB};to zljGUAXVdL6SpJ3A4U2@8ZYcQnHJdj`9&~e^0t)dBn=5yt#Ko{5NTu)DpR>qyUU7>^ z)c>me2-x-N=~Q&XHyRqh zu%Sc?sntV1Vl<1}M0jKCV{`f*yj5owiHu4_bX^3{0232`@P;m<9TU( zSw$=~H;{=4HUP&38jWRj*6UoL$+P`Y6Os28uUFp<%}R`WLM(=e`;b;HvO}G$*>+`1(N3CocKSqDTNJ&ld&P~eN6D*r zTB01+{A61#xp14Hu!yjJ>IIjn79rloF_;a#my=Psb9uCVxeP2azrM_=(*6d;ezyLF zfT!;|X}1AY2&+us}svbMOZtql=c+-BrJ$l?ebSNBUmEJcicXox~ z^n836C@r!my%j#7Ze&>ckr+S-ekb7%`bUy3e)k5~nMbEp#S>wrOG7}xkfd`e$}NL` zPD14d2E19n{arZiSdGOd=_V31kSl7#jy2hxoWjJIQ?G>0ck;kQvv-gJFa#v!f0B4? z@G?eAy01|h$Mvz&Aj0NAPUzF6#hWIeUu8?DMJ!e=66*UAQ%}D#U_P*8<1{$eA6!3W zlc0e|YX`o^0C!o&moZJBZ`(FRGFGbll`rfz=(njf(w|(j3|JT(BvtQ~VX4G7ldlyh zM|)-H6c26mW>*BMM_$n>sK;Z*Y#ol>Y=pP2J26qrfy<)ToGw{13mrDeauCfn?w$v7 zBZ&vrV&R-Ia9&rC$3i;LFp}ab2hj%i#WGBaW!`M;G9>&U=*&vWVXo#t)Gj!c z1&24{w~W@xw9AC6z8MLC@U|Xg7>J=bQK}dm&dX*?ky9V|q2IY!nF=$w9(%qf&OcaZ zTu?$nEo}$AR*|eFn+8-EQo&c^K2Bm>Y=;dRime>}P|ExTSmqZ`$i~#vIyf=dv%d=k z8Q%eSNw@5I0gVc&A;)TNgNH%y~kt&Z$I zCKx*@5)FvgB8k<>x_PZ>Kln-7iJ ze1VAkM@#6B&S%(P4Bu;xc1XmA7S#RP+9J`{2zbS?%QYE6zb`KWz%R^e6ME8JA|@K7 z3OHUzM+7M1Ch)-wYo!@CC;(q7Vny9ET+Pw;fQ3^fb+!B;VAG|u`-(h-tU5irGV ztwO0-vG`H^eT>j0Gc{(s8DX4Vh5S&#QHQbFSI!Wp&+*^fIByifp}78L=9Qtp1~)Ks z;V~!0N{rr8QNo8Bw@y4!V^k|v@OHXCyMGsW#lQ*n#<7Aae?3zB{{>E zh~f$tuMGnHb721$L*t>CQ;gYKaF{n%x25I0LP_&u?Ar@lnjC3yi~kF+<3_tZUX>0x zg{-9|v$IaMNy196@N0)te%aA-8`^3U8cD^m)lN20*)I#lzA?WGO?=)oycJkEw3{N& z-HW#D{yjbeS2-CaT-ty3S864L0iM9#=-Lm08RR2Jfw0yra@N$@{PYqXdbrvY>bZS7 zuAf_@>Y@@M7Yme&T?;4CVwL>7Je6`LD+Depf;t)v7CD^d^#o%?4AwNdFmM+k5<@lu%QFG&McVo>wAKQepIYXoZ($wNI`T*&WEYsvp? zMAMN&er)5fXCqk6Gkhvj$}h7s<0?@h|D8?B;IMDj-&AB5Q=V?+G*klhAw+AuV__E+ zcDO@dMxYly+g*HVGdvgakGW&&bx=GDHaQ}h%ZP^RP{XHjrrVw@J+`jk`1GiRRj-Lf zSc5MDACg)jH7c!G6O+k(nAK|o`27m0MC6|D(KdhIotU5s1{!#A(j;raSuM!GL`B1q z9gxjfY7^OfUD|Fq%$@Of_Iz)72=se7YkA~)GOAB=a+)OlJ|tHBtkjf%P^lfQa4?d5 zTXVL#GtxE(HI=QN|JuN?cSgsDFFAa=)1bQf=5gHsUg}2#^pu@JHR9qxDbzwkeHi(j&{zHAV zPx$nQLUq3#YvHmQx-;X?_guGKH}@|naTab-p%ZdW&aT*ZLn}i z`Fpl?GA${;PekPFIyW|#Qb^`v6$(i;srUf+Qz1tzDaH3N?&-<=B2Q_|p1L#-*VXHX zv6iQu6{0KW8}U+h6dketFmoa>y&7oMGS$SDPr zgpF&C8Jvd6iQ;`(Gu`?b+xr2FAs6~RT<3J>0rMf0Bot9MA2!Xo8q_30(G+qxfT`ug z5w_ZNDd}#cxnA4G6;-h2CJq1n zmmDK(DpaXFAfX=>Dvj5(Ew_s!!GRx{w0WYC8bI@}z`RD!tC7Is;MDo!vDsyePU8g@ zxSmXrSyDFK&9k&8pHBH+_DS{+@{Dfxl8WC;&|!jv^qZ@wZfLb{7S(s#-imqLQELs` z$uO7KnlaRm+6;O-O>Z9$elxyqK6%Rcq<+n7)pSnr(3J^qBRK9U5ZvN_A=p&dZ0$&w zcGEDOP~O`v%Tqr23=vh3=lKagX2440c5eZr$WU6?+<9P4H2&oqKO(Lqej_5+F}~9* zcRm$tDVl;S_dN>`T`~*G0+CROYT?4!Jk`@Hmz#nzUuBx)GO;pWs@|I3R-APwX0F1f zHdNQmB-fRWbidcYnAI03(TYHsXc==*Sv{2wPcp?h3AI6dQfh2#mF=sC8OPQ^>GqeZs|rYKlFOPv86C2E_4ip}!wPO& zvf=8Rh;~ms*nD`d&y<>YbaZrJaB%1HGJaSv-eP5CMX${TQczHE{n8vmN#$6tl{n|_ z1Kh)lRfWMus~P2{nha~R^kd^&CYQ%KmtbT1So#1fydLX+@TyRZ9-bsjQg%*k_8C(B zT?zJUV)p%#M3G$T^7XB7=qK!VDKs@9P=8{)<^%o=*It-SVxFNsk7 zHc`QbI>{|IoXMmUn^r~fk}40{+1nSbvt>H)8%Nnj{ZU#-Nr*`3#qG0mejJ-Lb&~s{ zq@+|w&4DidS~+`YG((AMRx^-xn?TlGq_k=G*r9)IBTD07qz+;3 z%JZRAaX|p-W*8O#hVRSlkA}HjB6=G5P}QFyA!B7k&2-4NE?;sqX}Uy)X9_-9NDyudRuG6Ig-<8fg;3_SdPKawCBC1rS47XDByo}`qNlyN3a8=UK51a1T( z!A0%Gwy_CEw3<$){J@-UGib(q1sy1@#VSJNFKAB>Bj=4Yn^E=V;u3QJfgkQ(ZzgPm zj96JID9_XJ2YZ}yWMUhF3Z$?Yltu8T*(_&0wGE?uF)Ypc6I%Qnr7sidyo^5+9Jv*3 zMFseMoPi(PUz7@dMOL}-pHTZSkQth&Pt;b$8;JdOQ#+8^=szULz9Ur zx)O5qZW+_sgjst1A8R*kHYj+V>tfZ@KNU^KY&`Qc?6}Dk@lN~iTNVw*{ZX>Yp?jrr zkB~gfpgzi1A1kQ-#lVsB$GJ}37k&JuxH2^##9=~al9yZ;%dt4@bjR~b!q~W!=e+*2J@#$xSxD3sm z`@Eot?4~0p=sUF^L?u#lW%Z|z>TuojIQIS;gQB4$MEH{y#Nx=qnc|too{|fHDN^_G z_n+qzD@rQr-7#>TWSy;OD)3Nd-A}b1>pQWw?(7@~r519cd=_Y|z!RHP*?HuCnQhTA z9OA$k-%W}>0U(SShZ(q_fMqZQa1Lg=M8JIDlwa9m!)*lGE;ipJcjKanug>oEQwGExK20w(loEPFuKil+9oC@XM3(LF3U}}Sb#lzG!Thamixd@MTDY& zAO5{mrS}BB1f1!iXGuEF57`-6DpVnMrlZL+U8qz?qZ(L{PQUa@wD1nl1 zlR;?^ew_!Vi&?tCefsDxM06T(qbsApt!2`dk6GtSG(>urDdA2cULtP9efr}~N!YRC zcD~xAR->2x4UIynMvr^3N;|l+l9v19^+1OXlZ}(CK2we&j*x$>+y5mZCT8L`qv&e6 z5l3ZD-pKuE1O?=zzkIgxy)%r%etUt?Y0xi&yfo!s!uZAz<@t|3;K%ZgCA)#1BrZ1# zH1;lgLOGjUDXX+d`n2uWHaA{ADa##QFwl&-_8XPthhDwjI5c5$a{9 zXImuxN*d@xgFDeL=8W!OI6R1A+^g^$j6tEqqU|-tlu2RVIkgmjvdndY40SW*fvOJr zM@h@yNd>VRpZNar;FWQ9rEe!YQMAsRmDFQd?0l9x!d-Z0L1|1 zxXFhGQf+r(td^y44_?E~P#E$9woD21yl%rYaq>HlJy?pfWNRUAKg-N63L$B5piI7S z*~J^qu=zPL1%>`LB5i+>&*KIc3rkW#0TC+rbHj?9jSY?a>7w~;k#wW=T-ZXTrfQpu z`HL4PC+G9SIoyxJ!taNDs|pH<;pDQPnm)rzXYr)U->E~dZ+!HlT?C3Lhd?J})35$` ziT^p88Q8nElG{wadWfSt)B^vR;d2##OA0ExEHX0jYK~$S)dR|sRh|xeLIxhP(@|6W z`k&;&LM_>E-%y4pI9T5_?}z()gRkX>w>;m3H~wpXoq0m4pU@6z4L4G?!=_*26jVVM zYRgyWrJ;-Zm#P8^0wL|8m=P^C8kN-Nx*03kmJMZhq!p0rqLtkO^!ifWzprhF)7NcS z%-_aL8nKm?fDH5K*noGSqH5)BW$o&B1Cp?xGE;EJYF#+7r6PAHbclL0khJk)S}f4(V&S`=LIsvVgu-r$aCC?#PV2fYE^`-dK-RQ({+>6M*9 z^(##PgEu8Hk|fgKuzB;zC-w(=`Kt31!fs6-<;v{%Oq!B zFp+>JV!>h(j9CldsgK%UVQs?%hRQrAh7)|;#@dt z)GwS}7B3F*{I-q&PW@6#1-ryj>kKplG-_7tq^z>FGp2vA&prsdJ+KQ0r55rkz;3al z9Tc~7@41hl^LQW~|I0|S=^=uy4whnWP8$Io8Z~DyugIlUThvdk6lKm1>PVl%0zW}j z;R=1LMU8RbTQ%T<`7bSbB>p9kjD$7_BtLv3H^Ay`kh-2dtRO@d&uPJ0rSn1M_IB1D^D zwnTWx5P>JOC%QPvaH42Cb@qIg8qlx*1A8$1u<)sq;n5_EB}y``co;Q=WcGKPWZX=X z@55Q5&D?n6%0O=Ub-mbP=IX^jA?y(D_}!jydZG{EKwC1|y)lKcV~4dQaawa*e{KD` zeR<~Scyy8H{v(hZmSZq%(4yChJuxfU&Ty-2-!PKVBcM0IR`RiVvIYH~DoP&2Yz{`Z zAj}yJu|T6b(N~F*6aXgNsFfJ>LkI$C{~Y5tk?PFmsp3P$09ro+EWc%u+*F@NE`V>qpvgHWM&cd_FGj|JgQcQ z-iLkz8)Iw(qJK`+uD$5P@*<<&7Zxj#@yfL$mq_LaDa&>oC5;&(0EW@=f&RmnMf9z?*ctX0 zRN-&ssg7=GhP$6tl|AXH7j)DJOj0Q3-6?V>9brAr5rAuwi8UyctepYs2l*dNDHjhG z#uVQK6T(64Hg7U|%N8?pa55clLkx9CDO1e}*JkZ)_nC9DA|MUH{yLx~W>xKd8VOgs z(x5_x!l12K0TIOI)+x8U^}dnNMj^*XV+}sk+vh?CSBBPlDCFypdZ=A>xVoFJCEBOE zx*=)|MoAP47o)1*kB%02DV3rTYFd;mizA09S+VuK0Mc%bq{H!FqX}Vwjce*c+_(Z2 zq2i8JNA;>@yXI4I-w*T)ZIFqootC}EOGwSqu_L$i-+A!Sjd>aipbwD&bS7!)TeXg@ zV!C?e{P8@G0(p+f?nC6)b|{wC3!`r9TLb}xf}-v$LvD2Rg1LejYqyv+p15ziluDFE zh~IHzi8p>JfMGYh8&)&Fc0g`{E)E=kS9#5PyK=uFU*=C^={DDLGWm?9%1|$8A=rx9nc7Xn1yo2&NOa`tFWkH2@#ZT8fak#@7(UFR3( z@|UOH3fEJvY_AN(%s`)|_VDNY`}BHCSV@z3CGxtcx7N~9sZn4^>d_0O#KjeDQ_83P zQ4JSy1>~7|b*iS}p(7&!|{#CPObUZ-RuOyxAQY$-4-f#Q( z%kGoqrciLDco`Br)Jurij#U+vynLqx!0I5{yP&~v>~4aCoaN@Vx7-?MEOI>Zv&N|` zb*>8Md2YUlc%3ej>Y4&MfF{Y78aGGff-6{E@vFT});Ke$j+B?s9H2@y8lWdv`&K1# z@MCPiY~ac{DgGN6CXo0j@Sko?&BUPpbE8B3M|uW5!``_L;*TZ6maG1-CcE`JQjW~$ zIA2>ns>DRGc$#SOvtLUe_Cm!>?w4v6(CVcIR$U!Ag)TzodiOPFQLD+4LP8;xot*=K z(THx=QAnjjr*rp=+1!Kw80xPH2Gtz3cX;@}nXOU2`fXdLxaszl$YyFeTR;-A zKS#h!!vII;!MW{A;%PPjpweT~s0NW5YVmk%P`;U{O**j!R9bc^d@E`kgF{Udw)<(W zPK&&2nN)|(j6iqaBr^&0g%ey%!8z(aHy)EM)Q8$srSBkmjq!|0MMVX`IxHG5ZNYkxpT4XeXT1zZEvX4>@kS%I#o-jRfAJ|Tn?8h$Ss6yw zA$23^8|9PN=`ef+Z^Wv&&DM2B58-pNG%w|~=^Bx>K^1qmLiYqeN9qM!2W!C$OirX1 zg`zk&%q6j>zfkFnadXBBW*Y*#jSbY2+5Dlho=msc-qn!WU9D7_FZPs=<$M`15esA# zq7F14K7ZY6l~xs|NrP$IFTY6tnHMf}--!6k0J(G0rt}qWihI%1EzkIh^(LIry-@gf zY1psgLE^W)P0xlQojhStC`-0@b{yNUtY+pFkG`Joe_<}dt91t#%g zCwVBC7@Y^*Rn4RQkolafwdP8{LF;CDoRRu1nhnbaEk1I}@=ahYuS@BoB*T?b=#Ydi(*$x@U3MjSWGD+oicn7Y( z_}5NXkB)EkWbp+50I#pv9+?2Txsaf2;{!dey;J%%7O$7mbmw;fyTsnxITDLEOBT;J zMh`6d<;%t}7W1fMZ}n2d)^_1MBE9jron-P_mBkji>16MVluKFml38a1$@X98ec=cK zjYN#Q8X+zL2U?!S8~kum3<>24@M}yl-Rdv1T%FhU!^QhWOhyNvR)1NE9@S?vTRFV# zG}100R!)u?mVTK0uK4_~BLw=pnj*t|%iYjWFCxq9mS10DyW!*Gg3|hd9 zsqZ#FcPG^!_aGl&5BcsaX{A|D!2Z)_`}9oKxptS0eic1if)a9%S`s#5KfjRbYRS+@ z^*3mq@Gq95+gzGTah?4iMiLUyw&FGGe=z; zJ|9f3KLuv}mJeL#hOo0-$>~oAK;ubUbinPN>TcQyWvNg@inTqDJFNGsI>1k0o;7v_Uq{r@>kX?jC;_Apnl4DsBjS>$$s!*tt;c!mY$T=dn&V zt>$cP-S?Yk2CcTW&YGUO_nb3@5gDW7=lr{h`Dl$n-3^cRg~rMW9=>Rx+>fyi=C+l( zZb<>iX$@RDpn})ShwtYTLyFxffwYV!X{fZ>F}ECYmHEqt>??DdP6mlVY`)-)HA39+ z)V`BS%W@^bAZvuhM0i*ni5S8UOdFS}m%gh$&tsycjX)4lUXHv`C<3Qh@Lt7qR zpA#K}MuH93d9CzieSYPiqP=C~fB9}KMHUK7bB&6U)4+Pzh3DBo|AEdemN2Sbi;JbI z**+;hn3u+wneo&>j)p9G`yw+cc%o8G9s3ja%C%oz?WSfl;*IfIci)Rfo%N;{`SH;d zL^xZ5z{T4;zn7HeYYc0O8(XXmvS>jd`8**gkQ>YlU5-oDr_0k6w^Y#`CQ&@v5NeZj zMUf@V(|_=5yoG-Wp!8OPrTozf47=kghMUcK=PqOBJkzHWHMAXNSUQS6NQsh|)WnJ5 zV?*-DxnDcthETV66|HkwS_n=L$_tDk*b@>srVLwMv2BkKm)j{r{~HRoHYob8tpVe7 zZK*eD?MA&Ae;FTd{-@c1EZu}VK&=t8TnW>HFn4Ocq5r9@SCS3RF{~##Fb5&VVIS~S zo*6F3pNeiH86k5E~60P1|^EEbnd&Bq#KsIaTA--b<@`;jo|H3^q z7;Td4WI4@7H>mN4xOG&Y)yKeZG{mu~y2`+`?L6)F$mp8oy8%MWOuiUp6{lDS`tR}4 zq(kvl=8|VctKABhcQp!S@g9?rxFxS97e|AdM;55qpifIb)(lKF=NT-B(kJs)gRk7% zxtlndc@u!%*_Gt!=bP4x%DJ|$F+Fj{_kiv_*NkbaxEUL>r}6Qpy54Y4^gor>n(6I< zG(_x=5rD{jc||Qv77z6=%(2)LPBDtlUqJDFZ_(6Z z`lp)5TtPk(%Ech)op!ZYqx{PKfuygA4&oHCXz##=Ru_T&A*j;*_q&vl{-I zPki`%k0lG7ca<}jHKyc=lApDusJyKva*^08ewM5l9j}T8${S>DBDubH+Ws#& z?EW^aJ~7c~(+}@CqtdJ9?6z!Sos2l@i%vBzQMk}-7vr^0Y5`m1Q?v|PO_Ezng$K9hY)rLgfJB7{6swGnop>LUdnKkuq?B0Cm|eVnpKpG zt0*m4@p=4iMV>1ToOu4i$7a&1U6sciaE$8c(4TD-TTZ+f7g3zRcrpe>XF_rY^9oD} zv;?4;0FFdT&tRgeEFcWG?eTliFJS~)2JW)#eNyh_2l_dR=A4mS{f|z{>ranQzo%o? zI1nYX3xN_~3aqt_iW>KRk&^pqyQ0aJ?3PF&?ihD6Y%##%JS>)2f9p|St+5d$Q(Xsk ztUjK9LDHa=dqbJWSez}kfx~aiSX+#yf}Jq@^jQE(g#V{9FJ=CcaD*-ujYAJ&!{Iuv z1!21Mf3|=0S@Zs>X%gW$-mB4WwSTfd7G8*Q;&MFw92s5;z}LNDNZ2Z#BlfHf!2TTu za4w(~B%mg85EKxN;FqJ~lduk6$2Qn5TKapKO>SWTAK(U`QB_BNMhOA0C2eG+vxZo= z<@ZIuvzj%o=y@Jg+U2&tUN?L=l4z!7@7h9g1&T5HJzbcB>kGY}yaw7{OKhn)2(yu4 z<~iqree%~($T`{whvnAXBObF(OlQxbzYWxanN$}E_$?r^sP12t+^#Z2l8hJGgZgi$ zCxs;^8OCWe^V+OFL(9*Gd1K78e{eg|5}J>Q2&1}v0F}Ug??(KZwt|Z3RFlcqF<&+t zxApkGaqwUGc6fdM!` z{RaoXOos;+n;^D=cAFHP*tz4LN$wqSQ|+fpti4o$erbQLYpeeLW|6O!cMplX8-JZK zKs+!TG5uNJ%}xnF&~iGHrPf8cd?079SSB*Ab82ea?TCJ8l*6(CP|?@#9PY}N_nN!f z9YQs#i*4I#sP1*)w5Q zlY`n-PuqK8m813$CxIf)77H7a<5ZTZ>rLl{iBmy@B-3ylZ5Fqw=}xYNpAA8Qd3xA- z`Dmm85-=dSH!P|Uw|x7mkY;bOsryFQmHI#-Kr1lq5DXq`AkQt%a^x|W8=IGB z)Rp?lH*+WSbapJki~e+Uy@?sxjS3D>WkRP5JqI z?-9odf!UxI{aKho<=(J|;HGOy zir7sVDL|QiYqhDE33mN~q>FRLj}Z{-{}aZ^Z~ozN$NA3lmZ~q55z1KzSXB&U`i^h~ zD#FQsC8{VO1mE+9x}Gt4H0+{us@tuv^(vvdaPN2$yfFyqc`kjtH&!+oKi(6yB`yB7 z(kBL>7XsS3%dpJeSnY62XPTXP`Pw)C1INWILs39IL(7mi(gvIVy6^Hkv{AKLFBx+58FfxGTE zJIXOMR|JZh4M5?x;%sL=6n4%ldh?CL#b8{PcHLgjlkvx5W)c~kG1d(9&m{Q zUV^~AF`}$melDQ57eIh5M?;AS~?UrdIzA zeS%xn9CnvP@KYEhayD)p1%btDFZd4?&jY1hzQ=to^)8B#77DZjMl8$P1iZc=x?(Wp z#+Z9ytLHVe%LkxcwkKZ>5lMa+X$2c+Mez38${Oss{52oq#8a%L>ALXlaRY)U>_eRR z5mWFx1_zlCkq9xE%oN{ty0+N#B#!I&rsUEr9on_iN+Qj%FVdXX8%=3l0 zNk*~o?|aDelhRldY(*gdMVT7Y%R~#hC++mB2JeZk30-Vv`tlB2$cO#;@b%-K_fTfF z#lP-J6|6u$&;JYNG6K4N%kzjOJ90F_`0eQ)zs)1WBxi8>>Mzu0`CA-NRL~-Uq7q2K zg8Kf7#^V`Qe_(u{eh&yF@=+XZ)^K{~5 zE~-0=Z|E-4g!ryUA}%cRWuNov9`|$AzLkkcUv?S{byvPT?i~|(ac}szzYN|mx&XdR zM}fym{DSSL%B7$dq|QguiA+k&@oE~@)51mMLzTpe_XTc$#1sZ-Bu{z>+y|qj)4*Hn zXvGyzccQI}w-oz?wPk;E&aIZWoK%|bJ0$_=YzZ^X`|`!3I0QWMM9R=%2Lv%?^ux)_ z;S_pZCs)_KF7Rgm@G#(QJqC68f>j!=lm#BQA+oZ~Z6kgX^AiNTAdLMAI+Q1&xTWc+ zy|4hZ9%*zGu%akJ;V4Ow4oX2^86-5Wb(Ol4=osCW(R<%UPgF{QM z?(eP(1^($cBLc^EUigBo*rIwg<}QDY59hPmY5(m(4kZtL2Ae6aVAD%vg|Ir&qU7fv zxpU`W%~YuzHbPz`v+)#qVA(oI)4)6Q{q1G%=x7+&Am(z~{$vQOr*dS*a=RX`-*h3d zY|^9Ht-}Bo9Bu87R3y8$#%#cQttQnu!0{wMhwZ36I}CMU1g5pxy%b6pneSK18yOb} zqvLJ$#|%wYT;NyH@99v`!rNT(Ew8a=gDX2s7X3ndD^yh-p8@KGOW#sS@JIj+`y z^HPcw8F(5PCjzD~Oo3hS7y{lDVCOoHNKhf0$NlQ|w$OU6B#XzLA8X5|DKRTcPDTdy z)&SKy4n08zE@% z(=QD!T*WDRsyRBIFo?meA!kO>X~85dX^RyA1R(Q;7O|Tj-e)3O>FMceWlBMjXp}eS zEnD?o*Cy~#5E+3Mh)p`#r76Vh?8&1^lu5wecW*FsImws%MCjjSq)8}Tr)xNO?T5Gk&8Tnf3sJ@&K_fA2I9}+9Dm)(WC zed3SrFPU9PkzzMa-e+HnfKe)ZejoJA$*>i>Az+PLrC0{!v?C%%fd-9;Pt3+PFR(d2 z9<3Ss8aiac3@rh>Lkn67t1I*)waI&y>n0uGe*oOV zgh~{)ouuvW{Fg$(5nG{wfXjwFtdXT3X;9c>y|D|Bxd*Y!owoYvjU{#o4qRzKSpcn8 zeZueZ_;mtZ%38FE46L18+&D!3pPIfqp6j-KU!@Y2LPQxQqRh;!B!p~|l%0_Xsq9gR zNEC(al_Uw-D`c-EA+n?Fk(Kp3-uLtUJ^$SI>$&-Of3Ej=o#$~L$8nvPtmXll2rn49 za;&@0Ah-hQcx$SvyhZw)ysze%9}3&^eD~)HZbfR3NiSK#kFz*Dwu&Zu|{;n9&)An&9Gvq z9IkMJGGhCJG}ePv{z?3K?_E#m1$LDh1jofO+m>(KKOf2BOoG>LE^zlZiQd$?46~=L zN#`wh$VkY{Kl#a281v>EM?e8xeP=EVM~V0CY<6WbK7qnG!;DkhO#8?MgB+V*32|L7 z2qDH9)YU2Am2w)aS4`HjIIkqX4#=BQc{L)e>T@YAT=b}G#Ql^XzxEiKUCVYht3Qng zrKc;sRQ5hqGi~L=px@uOUjyx0XN$|R5HuV+*;y176}hfv`(&BcYGRhdXiLmB_3)Px zETc^i3PgW*Ot@TIoO;&7uNNee%W>7wgAtyckDP6z=k#+lbXgyDFhBDCJ~-{oMy2>b z(`fti7cYEMQ%}kT(x&KS=zaeDIpozVB^MVLEWml~5R2Yx=bf0E%(Ip>3bSXW??gIU zGX+&KXnme?iDXOc#IK@_4gIMbEXPfl5IptsRm$Cdk>^^?6cO z^tHY|=QZTW@s?91lyHsJDfGyKx?;h{nfg#^Y*(=-^ z_O1Mri8^vz^Hxh{MZC}#zIVp4S@4P|-#Qn>7hEi&8iw<^ygQ5hW1l~-#8eMwI6!`5 z=k>cSsGK+0OgqW1;g3-iA3REbo89A$KD&d0*1swJ_?GNj$jESSX`L?6iJiUtmjA_S z?O2jd`kcedsMCrk)Xw0o&<6SvDH0j0CYZVPjYd*|-QaeuR8?*c>R6Zkj1O}xjvd?f zBi~OW>2p>wzavkC@|UFA#YetvH`}bsN+Nm8ibv>+=bMyVwmOc$v2eXOL?PCWoXh7$ zNQhVcjUkvZKQf=b{FcUhH>JD=O<|kXwhwpMbThuZqyIZY=|@@RI#V(KYv4|la!-@; zV4C2~?H#tdl!o@Vci!G5!a!TfRHmuE^5>J9gw`Z|!%CQQfe7m}1@ai|0YQd+?4g{k z9!GE9y!l4^6erV8Y1RGjuCi|SzxO^Ax+gKoxRG{cD6ps8cG1fJiH}Gh$>O(LS=leej<&SC22Cg)E!S*I z<$wz)8hlb;NxBa7p5-vOeypIEZF?YFTYQ<5&HRll_B*FXTj}JyTO}Mex@InVSa>#h z?D}>zB=z1}R)J~Q@@dabn_C#%5PJTB?}u+zLf*UfnN&R7`Oct}0Ru()Tqd|rVK9g~ zyF|ykt2-WSo1LSZyDm6gEvNO!*7GhqPs^wG<%6DE)Cunf1}0{@i|GJF%hsm<-S(sl z<((g_q5NZ*a}G+}SfPA)wm!$$wf$-rTep`8Ad%|QSkk^!O-(|gUjN&!rW|?37miLo zlh6JS1qahUTl!p1kGGN&wTWm>4|L5MZ8HBjowdFm7-Zf&Frs)^T<1x%*|>I=hE|~G z{Wq6se2tGh8XTLf4RN_Jf8Dg_mkrmsoM?dMc_%hZ|EN#-vi0?l9H%vPtdnZ=0bega zRfb5{-@Hh|t0tW%@?!f{)Mcp}!>fL`CAM}jd-^ZS%2fK-p^?enUT#S6Ob9zvTun<7V8Ff>Mi2(Dt*gl_9yvI?iUxq~ou1?51EyD>aa z=Y)LR#*M@K7hL^T-SWp=-u^XSjrm#8kr%Yp zTi-W=Mc$U5&oOa^3RjrzcOlD9cH;gYcf`Uz#DY%xiyVvA=aG?*^)e8^@ZcAYP1~kx z)o(lt-El-@b3rB2H*A6X!on=A_H2g2aAeTxjfsT>VcUFm<&q_%>V z8$%Z6z6T4t`2@E34(@xDH01IW1 zQ5~O2GPr?>W||vEhu5S2ZtJO;5de>#Bef7ZXII{>x?HfMFDTR?j zcXj%uh#dd>J38 z>R?XLxOuqUsYzw5^^67o@W5VJnBx;YtG5@OMh$~Pzk&HQxAP)<44%X=}xQUetMOEG`0Qr%IigukFS0P9GiGFi^FjP zi4KDsLNo29ZjNGM<96+?h^u_oa*eYe&fJq3mlzSpl&#?7|0|l4-8m=K1mxGc3 z>{QB3cBs}V`1A9&xbP=7uSiCVuWmXHHP*C)rvf`F3(SXaN6y-DO&>np^3Djn{GH;f zm`If(-R{I|Sf=de=4P&(A4~L=@%E$!d(Y{Q?0}+ zqq7O7$H&PhJ;N9#KKmirHGVmbFP4Hk%__CLn|DogdT|=@wk&$2Xr&pprOmiIq;AXI z)w`5CGI?XyyQ9+SLm8F_+qP%O^Tb{{p>}#_5wn7k5ep9w&l2yID_5eUqsfu79~Fpp zecbbP_?}PtL_0@G#g4O?4=cYcULe$h2k#%O6xMOyVtbw%x!u)mFAfkS1xuZJ()-rYZ?dnIp&o}@Id@2i!=;$Hqogm#4N0T9A8=-t#YkDUOB*J zxGVmE`i5w0*!z8yMu}>5szzVmD-u}f_OIdujm9rYvhyEVcXX*8#sCjW((JT;iI_Wm zFKihEtgHB7ciH=194w2c+St90;xljCIKbL|Znj&yYlJZWJKI%6YMvAM|ij zQB5D@DdxCzf=WEtjO-R_o#@%K#yQ;zN=hbuCC+Y(9ajMF1w7WB#=mC-CM6B4%(#B- zG*XTB61ug`^gy$_tLEnomxJ-u=En2=p`4?a_wrukb&GcE`r@#oe`@t9SiyCH4SW8A zk+f6&2XnoT-SV5&$<6<*_dZ>@`-Q>@XQxT?Z-5e{}PduVzMj)3|MW1!}GBLwFx>a!S2nDk{>6JvAf@0UNc``dbzMWVu zLMnJ_Ag;9aYGbN+*FVu!zPEE64gX%6RW9xMxLGPxJM1e052(fOq69Q|HStB>c0vWT z4erS47sG4EpJ{5)c&rTWhMBhCb4ya(ar%UyAWe*FxJ6S??4#mhaUcRXi1_b~Yp=a5 zQlrAL_{kl*Io}`2-%4>w(rutEEYmT*{7zY%FGx?$3Z{-}m6>J7xl~u*=}G?|=NIUk zR}&ZM?s9j&Kql7sT72Tz^s$}J;wZ}egIQDu(8dl_cs~vb`h|po9wZu$;w;;Ksr}4S z%9@%~E~S`$$Gqk$$PiT8`4aB;fJB;?tCTzC4z5MCM(t*6u(134CUVK02JW>^&QI_mtcQ0G{DkN>wFAU^E!pO{~b*3j-3VnQi`R|M< zkT3{ZN_+33e63$Q{CTFl>S9%b{2@{6C~wDZ*1fkkc5UO?T;i`C4sM^%f4Tm3lMdGR zqN;9Ez1)|?Iin(e{r9eTe)0J(^1AkxS3uDO{+ZxpZ|C5n^;kUZ+;0(scimK;sVqnD zbrv7VEdRj7e3IFKV@>9m9vASC_6@QL{^Mt;itg`pbaZkgQSMpZ&2;%>dwF#+si@D; z@JOhITk4q@j_J$MB;j5%*}CXU>lL;+EAvGeeD$!Fh@cx_JIl5dqwfvj&B^0W`5q_g)28AbnBD<zBcwJ zmcovI^*BkUwu_w3vr8wQ`vvSZmK=i27rp10+`!#|lLh0Uf3E#X5_6_kis-IJ2b=93 z?Rbx(ORd-PCjJ0qTl%Z<0bR0AdsuU~PvFFyUAw_(53g-%e}l($usc)Q`euNhyHOXS|F!AnBC3{I! zzSG-B$KzGDa=)Z8dNeYzb!cqJvArPcTJ7_j4L6*;2gBxh*a+54lci25RRZ5RuTq3 zq55HWoJ?(ZP*n2}o25oZBEV;C7Ct>q)`cY)2P8k(Nr^fooA8_s*BNBw9KZT)vk0KL z;vb~~NE@iD**))Nk8@(gp2R~mMq@nE3KK7MH>hr2No3vCy!dv$fB#m^Bx_D&oAIs= z@3(Y`DfsN0@(5M_cRCS5)Dop!BVlWgYviK(zO^^Bw}slP)U;)|<;!Gig7Zk;Jzr=4 z`@m!uxr#x5b)MJ8T~49KvRY>=)l+^Zl!Padn^mvju0B@pO&$I3gQnlP?Cw8YIbN>b zP<&!v6~p#;4suqJ;AFf_9JT4@&;ZvVhE06T#Kfpg#*UkzntnpB=%w=>-ivK~b6;{V zD2s~*B`iLo8fVh0d#QvWt27}O1I!u+tOP|nqy7AfAMH;O+h&w?^>F^Zqc1j2x97Tb z%H$DGN{UZC_(Xo?-Y!zw`eVoLie*%ZtA9)4U=e<-)Sx=FAvQBsU-KNvr&5+D@!avr zu5G)Q&o5rN;-JJVw>;0=W9T4IFlW}ti-Rmh2e{qV`5A&h<0Wz^8AoCMsd{<`uz!5J zWZ{%AR{D5Tcg9 zI0b;(ZDi*qoMu_(=H^!Z{nN}ck)wYVN+WuPBK-h=6y{=*?f3cgI#98(KJnTrUG*(t zfojP>g2XJWtujielS_{tz2+*JNkT9)%T5Xa=GCLf6?u=>8-j-O&#;+-t6fa#m-E|~PA%saGA=_Qt z`Ujc!MfPk7WAdp$NA_NUqh4@<&U|z6)09df?`}9roW|+4+H4)O|00Hw3Ae>OFfA5m zV$tT%RR_|IeM{52JJT0abZ_E}+ln2*K!8(Ooah{TamC<#hK|GBkQ~Wh7fGvoePcyc zew5S)4?fV#7zO{NouT)_rYCQ%;dJI~lR)eG*jk9fd>~DTOr<4yfOso2zRRx~aw+!g z9hV^Ux;NIz@7#IA!+P0tkYUwlej>q;zQ~GWq%%uPI=wA>ZSm)lUd)kIKmkjfe3W$g z`^j2(VRLQ9G^d;7L$@{Fa)pu6V5KkC=Rtd_nt;=+k^T6!&yAh$^)L10+0@t78DaD- z@kj)sAQsGV`uf`|nW{5=rS^7qbz}P!Ppl4SQHNl(E}!S7Ta&qf$}7Ra)v>r*ldRc= z)^jUgc`q$}cj0y6^3haEhCfan{v{0@LI0WJ-sBsuW&$ zoD8o8>AgJZV|l-&UkS#*UOt@m0;&JI zuhezZR^fR4ZX9@aa&eijIbu67IoVV^Q+6qcK}ghdQ(|p-#sbHno-m(_#e~{6biq-5 zYj6CO%-P-M_h@rbhI^l@L-dUZn*+48 z^5E3Y+6{Q=OMm_PHA38x=jzp~)_ouac~<3xLeb4DPKO`rN%D|ZC;;<8*$k#@+jP6bJb#Lre6)J#N6M%$tKkSMpfhd*w<)!? z?f`y&-x1*(2#d-7^0@eTmfqgp-`_Kil$Dh&ImAi1GhDoQk>F~(tzRQId_;ir*HnJ?9d20G_tgCN7my&N zJ9lcND80b@8;!ETfauPwyF9X|jPd^)ptK|t25f_glSoGJ*^ak#WmkDfL z51nnB=>5sV#>Smh)cg1E$KLis1E+-}!)qqy##wgTl26FYSzNIbytRY%$diim6Vf;l zz0tOI^J)p(3E|2mU(b7J9Hv5P4O($32j`yaPSKsa94#*`j`jeLO_xe|@+ca$GEsro2ANbzL zTdrJue~OPG2uZc1wAB929h3Qy`s<}GFYp?!U%yV?({$~O{qYku-g!SVKXz8kMc&AEjOiT>t)$AL`bnn_86(bdReZIrI zZPM|TLZ*`Yo1^N)I1X@!A9T5&*qqUscHkkNX2kk3i7pr4?W2eH8f9$m+po&L>pQKS zHz?F>?mI_9^;8r6U7yM1X={euxN+makt3I^t=~zOSY_$fwX~G|TKV?vn}qM9fW!mL z%xc%KN0(l12*PIYLT2d=gp}%mgZt2xEE2n9Fe1rEs1s9Pkx45MX8X zp8i=ZfV{PflBtQeeEm-2nhuRGLel|Zvv%*%UV4))DKNJAeJ&J%)iUTh@yn%SYpzsI z(3FFZ=$v-@$LVv(_sJ<7%VU@ja zz_e@mJP>*Y&=5DponsD?zhGr$6+4%z8dGVNtBE1E`dk@0r!lOY_4x7aCr_qI46DUT z)PoFBP*hBCoav)Et@EVy+*b7Dr1g(Hn?@qTCo6{f2LwXs0n zG8QhbC+Sx*iK3pJoxQR$9PB(CBr=P`vJGLJSdCaI_kXirFY($>_nyTpM>;6x8G5;i zNP0koqX)yEJb5C)q%ghAt@qIgPkwje`_wZ|J&&%ss}si-It@SE<@XWksXSYC9K)l6 z0{eU+sLVE27~&A*t{}bdZZv|nT&~`u<-)0}??wgV+M?C+Jhp#&>yU0KH5@mb^QzrL z)s-jJpvGFL{hslaSFP5n3xAqdr|N9;C6|}`J%hcycNn@a9>V%cu!q+78H-?%5GM(m zX?6AW#$V#k|NYax8?OvT2(VTnLYB(P$|Li?8uuO*4f*&{FflRF-{1dJYils7$il{Q zKZeMMj!8ay_6*f?yNoE0K}j9V3BU~lKzUdWsn(I}MR#vnb-r&#m2)1Av{;$UX|?Qp z&p2EgY%$$iC@UvtKmLsqJB42SJ{R6qEqn!;W&Z-6GGcy1T3uaTJn&k{zwvbCIH`@- zuKrK|%jRIavdo(qfanS#sm+wF@vtd{8G-q7?n}~4n|GsyaPbSkpk(RCEhIaLIpWv# z^$A5ivvi38^w16LV^LAj1B{H#*t!@SAFUtFi>F6n&g!;CA+lQ>zx;1`rj@_~)d7bv zSi)_o+d|Oln?IeQ+cRd*^=H5l@tqS3UH43LF1=9l{ZGQc_W<|@_13@SIIMWVg@y9j z-@Av;ZeM@+B$|RrCDde}Q=aTK3@b4j`0=3R@)Y-v7gkrg%%xt0&GI}5{jMk>)6Mct zl7<9q99VdgeequBEk4Eb17Q-!V70@wKRhVU*|KSMAFSNj=doskGD{eLhN=UXHgy<+ zc4g??vV9Y=c0vMVukh_&@U;Uf+p}GlZ!b-DS7DyTS+^CwiSHRn*k|j|Gl(jVn+|5D zi)ZHB)y@r$j_w-SClIO3PRp(L`NiogqAq_q97dat@$rSAKn;zZ{O9~j)kjrT^@fE- zXl$%1z@fc^1M7(sK0sPSgM;Uj@;oR{a-HZR=GcToP70f>4bo;@ds0pswVU63Z4DeIa~Q} z{XVK0rWla|NHlL;MM=@~IrU}5z1{uuP8kDw-^kzJYwVO4VRBa+;{nx)?0w?+@rO-K z%6J)w*MWu?rzd+0L&L&o)?|nA<-nOU1U(`i+uIxWG#r{JfDj~ujt)n#4G2M<<&7~HdOADg)Nk(_R8 zx{M>WjHs<=%o^f3lwxH8tOAfG0s%!WQcE?Ju{CjJ~US9_s@h19>_td*6O99pmUTIDi$dV1D8q4(BFuZDjP zmNY6xMirp*9lQ2QYtUGIfA=^l>IkyZ+YQbY3kU+Y7 zch9YNgdUI@=g~l98_Y|&`Ljsq;K73=hxhJU+Zt<%tirVy!I_zv?q8R&7$#W*2OX?nS*u<~YYiE`FIKJM{qOS%{u5m86{F7iIQzj$~Lo*WT* zIyYQPee~!P7+XLP5Ndp;;W>8Yh);;zKVK4dJb3VchEtOiehqXEc=h@HuIV}%qPVdI zi2qo>#~L?qNc`PDUx{~&YRcz4e}iaD{{Fo&J5ZqceNmRB zF54_#UR5r3|`a<%V9I=l&$W3vD9jSW>@PZ+iS<;XKQ^?mVvs=YUeg zSk=U?(}j^x6TVsHy6eZYpl@{^`X%y6>h{qcy&oTIPtSQ~?&zIj5XrXb!Dy@mvtLx*?-gg-x5%iL2vb-QzYxs_+RsIb=d zsA;a=DwdJhg}5kXX&JGQ)Hz}A=(yXbHo3#f8Ex3i)F{PMH=Elmk|BPdel_wfigWb+ z<{Mitvrvku$GOh=hUZrlS`=SH8bIt4rOUI%c=Sx#F^DCFVHorZ!|>d~0)!LF8$@P5jjZakWW4H270*o*i&k zsYvbd`?fDrCbOY*^>(YHbx?0ZQF!NIvSZO2WRTrn@~i^ucf}Z?()L{_t@$ZYeG*3_ zC?oWXjVjz`ZA!cZXPT8QOCoa~ThJF7b5xD*OHx&csT2mU2LG~Jc==@#w==Xfel(it zLGf2o`m`zER;2l8{eAPr+woTUwXRWIkW;_o0(sqz8y%-~i^-#-JXNF>gfEP{)#Wwz zV5pz*okolTVs7TCc>Zu0v2;}I?wb$IA^33cYX@}FbwwR{JffTCwGQ_T2;^O~8C%`i zit%rD-_FwJJ$}BOg`fW!XofaeLw@Ajwjxo~1Bgx0OCWV47Ket1BSq~^j$J$bY+Yo8 zp>D@ee!tO_o}H5o1i{SnoSE5zF&$x@=_RT`0}Q@4vB_Su2uN&v0+nGa2%sdsFy_3u zI+g}kq;Y?&?DO4NR-qYFh<@EkqaU-*XRRqil75emkTUAXav0y?y-QnTIx11k<}`8@`0}WiU)$U3 zo0>i&olQ0XnStZROSV1962c8gLsgU{{o=bl76>rJ+dK*>v)Y^DB6LC=Sd zWzo(3)NKmCX8m&F0g=~nsZo2P90h@h&>kscm>R~{v}i@JQ*37oKAugdBbB9RymAqU zM@NwN+{NmmtYiy4dy#^y4-+yHjO6dfo{vn^+~ws$oRBB_d zTk#V)L*k}@YX8=N;ovck@S$Vp(>s3Thn8x5MAEdsOT+o|{rmU0Q>kH751D&v>q?ro zb6!&E+!hXiJ#>q%-`)7KqSn;QN~^774(mA{UX)>g*^S@Ky^%K085)A7kpkt2lse7I-J_qA8Bczw6&;t;Hffl) zeXJZ5HgpV%hgh;#FRQr#h^_T3QKp$Iep(-I?2l@hN_H)r7Tja2iND4~jambAhCvh! z`fohD(AXZTyLbD9$YbewOV$gz%YY^oV{uWlE*@vtZW)ehPqMM+MJU8sxs&$@*0ajO zJWbRO;i%@a97A2*!zfC)IO-rZbrptJrRiiaM2XnG)-S%lTJ{~7mOoOtWPQGI$y7LM zD$iBx-L?FuiE@FOiL#H^idw*XiMlRvfjljria<2MO{j{GM`J3nwY~rZ-+O2BIol=6 zFYyl~`Hg@uf!)b$ZEcZ9x-sC*=EuiDblXEI;RX$%mMqR6LzwC$L0KN3Xh>=?k)o%n z^s@4f?D!+X$@Dx5m^K;oU)bp@Pf_<5K(NKP|LH3CJl7b`dlAnMD-2-8|8+1Y#l&8r zc_nfUIw!OPm?*QKNumz@`_&RBet3eM-QSc^mL%ld5KTy|C)E`w2mFRTZvk* z<;|#4ge{(>BnbC|odLDF=4>q-<$kRj#(o0NgY_`ZHwE8D5IsQZ1OVfrg|7bhAj#RY zXW!{&JtQD;Z0vr2_pif4LzBYmD0ufXL04dS_Xm;;olCf1OSjBzbz|!QCalne6n`)i zShr<)Q*}S_w&Y%s-4-yw)g%MGy}dVFbMGI+aK*K-dN?P4cti6PthdcAyM}bGr;r&3xXZco^+9t z2j-$1H%<`W00xzC1DD4*p8&+{L=X@2^Fz6v203)>4>{Bw><_LrBG?GFmPfznGjL~p zOG^zJYP1<6Y22$KmtJy#?WceybO2ipCr1df24DTn8xF#%fWLy?t|>|+7?>QE)!@)j zY6@De0mu@>^1=-~I6X~lGIU*LxCrjQ)cg8%wq@IKy^od{wq%0dGWqrEzJ=J)>FH_E zd`4Niw@(K=uaw)=o|aa9Dibg*`thhtan0a**Z7s~`rhO{T=hGQI!+Y~KERD%E`NR; z(#wBzWK2L!?TeM~vT@EH+t0tGmUd~SX*)SPZ|ht$y_)e|f~mS3lVhNdfig$U=%bq` zQi(+->Tc~Xadtqr0k3BQk_fB{gA)_3?aqrXr5jr?s)gyv-DAFszq#{5z7*n+NDc7KJ-)j`|JSqjd^l>^Cum4m-Oy+TQXz6q!wu{dH`;|q&6~WfFA>WJFM7Fp4<(u6?QgCy#RI!o1kEr zMw0xq(9jFu#V4un-=>yJYKusXG?|uhg6f6m2cRbz7#)>IW#`m+*QFwCW@eU!QzQrp zA4~*BL)A0HGoh6PTULOAzi_k)m)4!3fQK7>CAod>%HX0w^P5)kH-j(EGmuQF!kGe^f!WZTv4jw*S2cnhacV{MZMMVV(4txYsu_+Ov z41%y585f(_>Kg|!MH2J-(CuK0Z!VW_4Ngr3$tM}(mzO-0SibAQp7IH)<4n?0Vgvg7lYzQW zi#%gyXJ_}xJSU;Uic`PnV`*k|W+pGQ+w6l4J@|@_3kZbf+4N)^SM9<@j%n%%4>!t) ziy9L-0H}%_XH@Yb2$stI-`@oIf}s8+T<~L3=ohQ68h(89wbSn}#~@pt$6xvVEv=o~ z^ets}Wa7wNVtf=QEh!`+3^_i?#AFcP34buZX-x=x>S!UKs;0UQbfOuG2Ah?&EPX?u zy4DM)3ed+%=imORn`N>Ss08@-r=V($CYu@+TD_e-Of00yAg))|*3Qw)kvt1pEC{S^ z|3uB7G!5AX3;iWc>m*Qt7#^qo6*M4`_jKR{cfX<&{XX_LNP_tyx5cK&tKXT43K zo8rr|WD0;xOk0!OPvgowjEm|W?93SPGB9KuTEblB$abZ$LZzWZF_ zr<1GenBr9r;`fq~j8MnCzzyYiZb5u4ycc+olSxhF_U+pRg@uRm=&9(0U zN7Kr9_cD#lV9I3fjLlZ^>}RsN(gPr30AR4$EN z1W-B%{sz(y2yb!~ZQKz7H3T7~k!Rh#weAcu6tLTQW3iJt#5b6vFoSA(;nE%ElGV{D zCDat-s05JqhLQZH^7vQ4>eGl?_yEEHvrc0RpSBjDk<$o6J>h^0*w^OK8OR)Fxb7AI zIzQ;ge9CV><0<_3&tk{ZNf(28tOdv)y4`$WJ!U{+Dfmi;QiUY{r{$aYdK=$4j@dWK ze@7oZC6BuJ%W;nEwEFx zZy7l`ISKG{2bWX5WhBA5v=7Sxr<74GpXg<0oUq1g zfICh{p{(c4oLV-7_0J4R5I~2Z#E@kHK8WTKVgdxZCt#0ol42dKM}#uF z%irG*KvBY#3#(!bhz)RDOL3KSC{Vz9xPinY)^++U!IeE@y{MagW6%G{Gnb{w$EdK2 z;~kSfi^GvfH1cojlOXZb5OrKDbw7}4Yd#}CKR6&BER~EO9gFu0I%JiaxsO zl@LXGM+5OnaE&fT#^W7D5yIoSaOZ_ldqfgAnDuYM9$`#%J4|pQ6zQoQyA{CUqK*zN zHo-|$HB`w3oV_tZ?=ECT1E7PST7c)_+=mGZb93Z5;(lSg@1>VLVE=#`kduKj%^;)! zTO@Q&&`Y`qf(hr;dTqBlZw4rGnBRmHPqUg=Ws+rdCX%4qT$d)d8MVer!dKg#aA7x| zfPl=9%?KQiyzm&A57a!pD#SC9ezyzIC?ciY#l-JV*8LX*1qB7_8G1rx|He-fXIVjJ zLUBpO5jlc(#^Q%Y;?B`$tegfVq9`CE`TZVMmV#$cT0yQ8eH9kYy^N5RiQJK@%7{H) zh4Q)Y6ZXa|j6G1a(6f@uX+%gkpShB0P~FoLHCW|`3>qPHi*{{k3i94Vf`JSR3*!~X z#4NlO33N`lANqkoliQM-xziQzMZSYw=<0I({m0%yzt- z>d28skSn@q!2qKX6OgXFVI`Tlu!UU=0^J*j-f;5olT|K})b<}0l}1pR);y_SZvAC{ z5mFABqoX5{450s_Qd8p%gP%2U`NM`nM~^p%)*#<@+pAZv8lXU`LfA!LzqR@gL@prN z2M~O4C*vw=B3i&1L(rCkGeXq;A7KJ9fyspUG`Bf9qW#0pU%_!AaQfzuGT?nU)=$xh zI(m1q>lu2Ko*ZY$S-9_*T)?6w87wLduR%2a(FS50J%nw4V-Gm_k2kf5>$LG8QNlLa zuKSlSfq0)%Yb7=$k|)7p2OK*674eN)K>!8_3?TOBaX3aD-iETxf45HQyz^I09mWEU zqRJ4LT5|+E&zuB3a?+JoIIz0X&~sy_e}6d2>p^<@dg6NnA6|TV)EIK;%Ia#?&31Mo za)@n6aNBst#Op!>Ru{f|U}y;ET!PNRT7i{9UJ$nJYXWCXaPpYHZh?Ei3GSHac%Umg z04JfNsl}VS*A7%kfxvo_i)tpCzSW$y~3{$6$wUty7^ls3!BS`dbi z##dYOdUdCua5}tJjZs2kK*hE#xci3+7^E-d8+IR3K1%ykEz0=h+Knx`(bhQh#)&SA zWN zl{*?58d6bFVS9fJUikZWy|p|iAn^nCJ#w}WiXa3Kx8rlbxl+f@gYgpbUwA)d9t z)CAiM0v~T%E7$5WA<0HHBVu=ST~H#>fGHRlj(~aTb{dBs9z@;t?b{*S!5P=nqeRE4 z=>wYv9s*wy@JB0I;ov)+bV=(MAo?;hXFT)dK;CT~z?JHpn#p7@PF=3-?~g;GBPsoekNm!q0pkCR;TgBBa)!kARfV`v~N=! zN%n7?har}qs7O$)2);{HOzg+G8GxRHG&DrxhhEofg?{Aq*U_hej~{0R+Ie6ODG}F5 z#||TPxbQp?V$Vr5n8dvZ5aki%3+vb6eb_@zp6wU#9FHfl_t);6?j~eiLh2*TaVU~r zWV`!UmSOnBYpCB~#9i||fA0=g%D^XlAdr@ufL;hXW%f`>2|;9bq)=JZF-~Zwc>PZp zgaYti0alDW16DI}zW&3F`sZ8uj+w_)@;pgu%SRvYd8rm@&hSI*-A?0XR-ycxObur= z6P_6SeZND7g+ulcMMAP$s9am%BN<&=!4Ut-DxDiC5ora2U$dXR*nKK>z&O7rmhNlw zaQQh;JNedgg;KmT`q!`bl&)<~6-{q=(Ea@Rv$yD8U`dGt0j7wr78?so7Hx{A;`QrC z<&zFV90b##l=2)LZ$o1vOosdL;BYQDOY9GClruGD1#|=A#saQvZis^~f@^|LNC?OE z3FRDQ3ICZhG8ZrICR`@J?r3Oh<9By*b8|;ax_%$F2hBxJK~dk@ItDinlw)deb2c{I z1c{N65rm|35RND_Gq!ME!`G>)exMcs^BHUmV#^fg@oh`44CkcgM-Gg z=RBdJ4kBA31-G@eVKR+483jcZ_&FUNd2n-Rb~#=s5uN~O=s>z$*YcW%Q>rT}&cmw% zm*OD6#sA;dQ$K|8?Vq1G2m!Y7*AT!a+=-8Zna>dg70{J~o7>FIExM&e71?rNZfu+S z<;(Dp(N$Gd%}?eeCO-W1Nt#L0MfUvpZNR3$zgR-&jekOgg@x!^us?VVwF1xb^5uiz z8m@);g67a64R!TTAcVo4!Wo>Xlipom&ng!4G&}pu>ct^wrG&u*{{Rw2vg^V_B-YHQ zQaQ7fE7;od>g(%cpMjtyBPXxCo!|cDi?p2`A1+Mrs;^fZpP10#paDmApl}?3yYhUmeS8pAOrsL%!0wVrlv+gMMYn`-XXsy zsN4Fbg)X)_GR?yLuS+!KJH=vD4Sq~aProiMjsmiG_AB1p^!V}P2W%?_-{e-Oe~SO; z>9H4!5sgvBcEWuZH|*>}Mn}z2K4f8Bj9$b!4zvk{+DNz1gI zXo2UJlxixqU)6aKb@2Qprlj~%GE2eh`A9W2H2o0qc(t_y~G>*>rx7l)7-qP%w7D{3-X94Hr(EE{P^*aF^cl>lJ)k#e+6~Y4+Y74H~va2 zD`QG+R|M?X+}teqc^iNzA|hhtPYJ-MFI*Am+;e~1uQ$pbPhcT?IB@Wp0teYcmUXG) zUib$Y)4^@B2T0G)`jfF#K3`0-Zv6C#gfIM%$MUrPJDrJ#YYdExDR18fJbt{#==}*L zL&N@uYlxYTd3g=)-@kq1I<;VUU{eJjb?JLu9T}2S)r~XTjB@pe?e(WUm16pqk&zeh zhq}K0K52dZm}rp?2QZN!@%{U!&z>E`K8$?z>R);H5xE1jN^TCmY>iX*p|F4Y{hI@; z2YCp-a}N)Xg&(>2gU)N24ctI%O=zhSut8$bU+zbgLB7`O|- zmCd&}@PtpKTHng=X$F0dQmlRD%2wyqs$k_c&n2A0J(C#(LP|wN1$4SJDdk}B$?g6h zk`W3{Gpg%aB^BH z=@b_edy|pzqA^zV=zhZWtE2O>*WBFv5!%NDbq?SL2&Y+QZ)a<%w#n*dU+19%l15E7 zITML6ueot%Bdjz!B0}N%_1+TGEoZGQ4PNC0^^nj|ToAIGu=$h-WB3F6*|V#jORS1i zP}|TV*rAmP2n^)p;n_4>t0b$OIdP`Vm+h9d^%Eo(1m96Xv=9ac1{Ci(g#-m^~;R0$0iy{?JBNE*K28N<|57I$8>J(+t^9M+S{WaMUU6nJe z+x`EGx`WdH`@cz!BkG)FNe|$MDp>z723L;+ZJH_!ub&Sk!T%KHRAt}G7(M)dW<&<2 diff --git a/master/_images/sphx_glr_05-layer-norm_001.png b/master/_images/sphx_glr_05-layer-norm_001.png index 44985e7b81a4623540fe4afbcc89f9358e6fced4..bb3ddeff57460d839df4a0e1f55a19556c06127c 100644 GIT binary patch literal 36222 zcmeFZ_fu2d7dIMu2SJJgfA285z(n25*22Bk$eF%g! z1Og$MrKSYGk^DXR7yKvdscz)?#O0-@kCnR(M90e0)yc)v$^Q9OZyR?HdlzR3vAbe- zM6TL-db)bt6BkGP-xr9vxZ8>ghyO7GH=%LWF!q2zn5>B3B;OVD>>-fXtD0)cPkqzZ zrhEe4Kg0gqn(4_oAl0P4fTSW>_GVRYkH1nb&CbRpR9aG465Ck(TwQr=9jngF{3!Nm z(zHJfi3&2yZ(7lrB|1Co)x)=SP3WDE`!C!xWnPq|yYr^b%P>O07t5_lf^$eT_3P@ECHupNONur3!F5J8U0p`-l9EGi zCN!+@K(;cOii*nV)O$`%VkG5!Itox2EisGh znCFv}OioO^uxId$xx?+IprF;sKEB8donlaILg7@tr1)Qa>i24CX>A?_+;yJ(5FJe& zES=X!!^9*YBlBTzb?k}0zKW622Ta=2`I{_p(b0!7$Zw3iXHMtoLHGV2!ONIN#p4?y zW>$ZQzPv5>UtGH@nTm~Nne+J0h6Xk*_Q`F$`12!%?Vz+_TdPlYDSgGUYAuyL6a;)H z$wa-EV>_Nn@ig&d1CzDTooXo0&c^o44d=$)U@rdn@#AEk)KAJV;%;$Q(%07)5-Tq+ zuQe@+JppTX?cTjlE|{|v=c#&TPR_33{3pT;B#N8OWUsHtrHD5je)%%yy8ZVTM8vc< z@uHr5(&nZs%f*XzgyYp;-Q9(U(+jXDJ=h*A1LxhVw{ItXR*lj(FUi6;}eBKS$#MK>TIK)soai_yH^Q&3h` zwqb7+4!M5)dSX_V-Z|lHc_@#m(zgG`wQJ#yrHv_R&h;_3t$#iZILpy|XE%^d^6rMt z^O1sQrk=mmJ(mX~R!h(&4xGG7tPuX}WGc+AXJ^l=?5oi+p`9ARH4oKDb(BdC9dquA zm#zeDz;*{z(*w4Dodk*r3B`g(i;auZ)YQ!P4Okm5XJupC+Q+$EtV8pGd4Sqx`rSxS zB*^^w^$YT&qhse!ocNzDUppL1l#G(z5-bjFNN{*$2>;cifHDsO5jbTWhpM;K_3KKS zG=CS5(Oyt!wc)|~6w|R|ikO+!QeTE}D{u4f2fT0kmkRH8l&MBB`pRd;ku`>|t`;>#FJI(}3vseLcAP^;>nOp|{V#6qA>Z z!I#Uu@z~ohdoFG7>bnImTNABKhp~ z>T&G1?FX+rHyypCWa2TseXduKf`sJiZXx-uk&Tu{Ep#K|XO8!zCeuFB;7}8}wZ7*T z=X+zff*K-zQZiVU=HGxq^(jiw>-TQxWj+Km3F6OsFh?`pwUy>IuVSWETjcMr512rZ zUy^aX+AqKJ8j}XMt>f-+JDrNg3JC~AjgK2uR942s#BBL^kYZ5?*Ax8aR)=dg|7R8! zrxJ^B%7HSz)6H-OX2sK6+&JTQBJ+-J*K&WblT^n5GEy@Kf|%hZm_o-yE1iuN6m?Htdg(F*S!XwHjI& zLwfoQK>A9m2WO2#@w39&NUqrqUVKoR6#E}txn2kRD{Gth*%o$)Z9fWWD(7S3dph++ z0whBdy*Qk&zM-Om)AV}J zW)IW)`Jp<$`nVk8rB@fYZj)yElGb~cPooD0RL>PS%&GbKq#7FhDtm=bzp}M~H&rKt zH~G#4QeBa2t?b8cuKg0gIm}e{RRsFOt3oz63y#dUwr*L5Oc9P9S8axGl|@GnOVWnu zTid*7&Q?Z!w?0E^XoluxR($Dob3`zB4qI|cjg8^ z6#9pWIK+U{@?`I$IV$*oTN}eB;ly>Ve3Z^e|G9FJ{S%orlaq*8YT=(CeSH?N)9BxDN<#16eGd}Y=9JIO zvjBX(*Q#rsX~5xJ6nF6H)~kq!t#$MU>E>dZ%iw2KDiu{#dvI_|PkBDc-9TG+F!sT~ zR)Iq8Mhe(0f{tveGkwf*AUA``9oTl4$=(U5zPK(=sO>$%`Olbjln*2)TE;09`0Gtq z-IZCqgoe3&*@G-DJagevyY4CzuNtJ;WFe-@_Ru|uaJ1xiyqxE^lAmW(W=V2(a*D>*qHy_D&HNy_PxcB)uz@HwI3bi14W%DwlirI^eJI*#pyRExn1n{F+Oo!M|E z_qhm;3ddBc0_tT(RY$g$b=najMaGLjT}0T z_UxbRMRkiuWd)-~nwPR%;vPMJemca?oR6c`qKoDmPd_~RVIA7yjZfVsi)*I4{FX8d-OlHtco*a4)-A`&tk@Fv{{8+s z=xE`$kZkJyiytC?{O@bSW-DFKC&{=cASowexjP+fm@J3B=^V%%dHx&t3;{Xqw&%Y` zAcM!m#y+2I4t2tziU%E?#>+xU$S5x`Gb@7?ZHr>cD=O;Y&Aa$$I*>#6-mg|Ov^QA0 zfx@w-IhQdp;f}#C5qlSoyVW@+#ICK5wPC9b(y^<17XF0jd2Yg-ed(CPt;N6N!I)xr zu~YvS^|I#_FKp~{t2DB^e*LlnMF)4_?(bwCMKE6DdQbb@j(VRBb2mAV;6bJ6I;bgd zw!F&g_Jf(N=GwJu;JoI$cI_*z2~RC}nAx?7%B}T1!3MkEP+f(i7h<)uq!4E`UaIM6 zkxPMaX#L#Ux^DSfn#@MS&Ic(3C&auo6+Btu+qbQ|%R``25>B-Ul5J^eAx>71Y+ikz zTT#kPI1~14J|XG>?^LiTX1kreH|+#dBYKZhS8*!#Q39_^=w0c9P1bCJT!T6Mb9$!p zoXE}2Fb|FBAeP(fvEtW)lW|Hj0bws-`3WBRg zOhIx)%%|BdVNpmt7uA@#W8*slV@Pf;d;Q=L9y?#2Wvdy(*0q1MkI(n4Ta&55siff$ z%C}|4#njc=cfk={~!D*N5Fi5(`47${4>>7?Cp`=fTekB48; zNuF}BflR_RHEGVlGu55#J%KpRX_Pu1}?1mUuak z|3u*JLBWklOmJ`{{pHp_?QzT4>eV2Op_|+7_V#wR1CJ`$4-0J5l|C59H=W8^a6Ger z58L1A>+Y?-F!+VyI{!2OC+7q9dCF(U-eMSnLnHhR=d<%KtYv1J-gp3Oio~omqW8Y= zXmq-#!&>@Qt5;7?VF%%1Yw1wv{w{0E`|*K;l@V{_YTD7F@{S;j#?LMmbe$P;@Y271 z85ek6U}0NZv|&)Msm-~zqcIEt)JUTL26O3L8u!?DmikMLmQNl41VG~4uyz0K+qW|K zs-e!_UK=n=lL0%uBg5OxPgluim$HI&4Gh=~&HeZx%gf8JUcI_-fEN4o_wS3rp&{XT zO~RA`%fdl-!bDcmwFldlN0+{x=Gt^yHbdy>A3xsQ2*xR(Pq;XHx+<;?7Ch^v4Yq7q zXr-IWO`Sz=IJIc$#^X6m&1h*w9wBfqYpy{>-aAi_iZ?(m-Y~L@izyG`yn?9d7XSS_ z_|*4BPUGSy$rH*(1}=iHvz6U<(SevZ5yq94gV)iX%gCo~##@)!UF8XB6p!qO(v*~WwE`GUfdg5f7r1C_RVAaJ_p6BPUQ#w_|lh+I|- z3TWSQc{zUnNf^lT3z1)$s7n$z=Bm~nCB(bj`YG6P{|4np#0Rrt+v zMNov@w3}`~s*bdLfZ@U{9wo9xI!|#18Rlkp$;MNB$K&w&rcTQD?hLk0IF_~;T3k8) z!kVzuZ*fhii-4_qFQoHVePT z_R-?cf&OUEH9LFhBF6atSS19^J9 zJbr(f@7%egfrU-WShbRag2!&ADR3`K<4UlARqq1`eVdEA!s(jaX{L-^X8_3{%G}q7oD;)S>+_TUZLn_;N*u0cGyFdoRD` z7-bt=U}er%sP?8FU)uRyWGo?8_m_pof2~}rpW*VIS8nq^i2#gPrrmg}o2782?9MH- zdQT$%Adu-Bw!7;IAX88En7RKW8_VGcCt5lL54JODw42;O=_p=qpEt3=eDx?Up@t_f zdZkdoRb#ZIS~k{PJYX|a)Ehul2Xi@r4hM#pHu#U-9IWJuXD?tu9!pp^o&<`fP_p7B zana(%$R#th)A!?@eo^WYBddhetTxFpqZ1DgJU6Fgg&@R41RAQO+8mV?8FFq~j3+q- zl?W(8$P6t4_Z0eJCu^0pQ_hr(+#29)1%;OFQ@tAXtA#-d; zXQN24Yr`(k-C+b=Bm4WVuKi*4Q-VKT(8Au6@Nm&xGtZ=mocnK1Ygmqy+B@2qAB@Xp zcysoo)9?nQw7@78Uy;rm5RLJ$=qrGtIOdvDw_edLlD+0qVo|rf znfl2AW?Nm&+DXANKCr*oJ1Pfei2@tWU~OY#@Z4tSCH%rxuk_}2H+y_DvYCblhE;z@2Ee7tdq=aLlt&-iMJYl`ReLwRtfrM)p+KflCKnD^On z^}!iHGEeL)Z^&MC9K$m5Orhb2bd0FXeDS6-n)6_GLTs!^^Id1Bw(r$PZSs6A>>&^U zn|m#~`xR@)ZVFZ0^XHN_`QU$O#dUwCqMdYMb8cS(p#C(b)C`0odbHTl_E4CE^+nq# z9=9P#=7B>uZelj&w0+A4*0Fd@{92oeUYgYYPT{YeGsgQ5Uq?)^ix!DIR3isSrr`_~(Kc!7`-euj z2^QSc7?mPYe(S?h7D8WLZ6)1glH*#`6RXc7E@11zNb(*q!DoM0E`?ImHOTvCu!}k= z7$QDZ?%N*kRqjmGk9aq0XjPn?;O1VqeEf(S|N6a?_L_xX?q1P-HKUL3xA79)HU8QU ziyBp%g86TD5`3d$%IBtwMC8VPe-$NHJV@V5WaN6eftFh@yVc;Bs&h?4wv*4 zQxJk^WTl zGG%-k9p#xN+kt`S>$DS}*0;OyNbFtV`Rxa7&E};e2k`2y$bdZEY6=Oow{jGt0dFY+ ze&T2IVtlO1-n!As%ck?7wAPf}lS``V>UjCrh#4;Dva915%$0+qCD%UL&0hir(ry!X z(5J?S>`865pyC76nO53u4g6;?9{KYIv#dZ=;4C9gz-+FJmX;GoT;hcjh%K8vF@9{4Yjcgq7O#@|DE<3v8xziimRN>>Y;89soDO|c;)ZN-PH|c@j_nDbciD>lyvb}@& z-HJj;_2UUAh#J;1JdUu#n|5NT|9tK?e>?Kw>T%*m3pGu-A{2|N=9}G`pZg_%7!SZn z9b(QaW%EIG8kek=bNqKP-dFE-yN~kIG3iQ$ZPR3VP$2v zkO%9%U)1A-8h--9S9X8g8c^1GAPY^pcZ>er5G&jy5}#~r?On;j!tv)FiUeg)T?^j4 z`8~y>XccfVt%ar7J+}_yM7ay??fwqvYJ?+9I#hqibKokxr_58Z$Q;3UX$^Vg4j;e3 z?c{}TI&4MO@B|Fd+M%aVaT&NU2a3EcMlp7AoRLDLoiR&j3#1tLir zZx%&E5>D^ZyIS#(tMhEmeSMIySkWy;Haq-8k6%tMP4LM#z-S6Q<=!a`K8t&&r*Ju> z+`5A(m?)gANr*LUs@#v~{*|p9UJGb)5+Y?H-mpp9!5b_ujyb(!Wo6ZHyi&*w&@*u@ z1HcT)gR|0eb+oukS9W08`T+!fnv~_Tw-^uG?@tgFs^F{LbWN)qEi#^sP%Jag4<#dp zr15un{?(4lTUPPFI@s8xC~>%cI=eGPLCp^heFogv21+c z;kR!N&3R>qF-(z zJ4fkUw~!K;sf}CZ-O^J$d(|;-1!nW_($d8%R|1>y?-lc!sH_$r8kIGN&G;?h&p))P z!1FmT+cyU3qzRpdA{czS1ik$yWzrt_9Zazkjt^?4L|4XYK5xH%4fEPyB^2B@O-HCx zqY9AS>|98W{A5!xuE@QP1&B7&`{ZPz1hKO_q$d$fIF0QFb9WyA<_*kwPPmpJ5n_#J>UWOU)ye?VnHD_af(-LC{J%`tAlq5z$2)TP{H${?57MMcc^bz z%rr^yB3u-*7>w&p4bsFUC0$pBu0(HJ&FU$XpE-7$`DBP1xuQks0kbJ=k|xcRu6}1^ zVH94>;W~AXD^^ddBC9g`X=5pd@CgjStygmF0v8v2xh|B9>JC`N%z$l82oLffA3*q; zy1I+g{u{aGjmUJ5K3T|Q;K39Tp%aB1qM*~+sgWXL-1>^OgQGt1WZ!12#Oz0V z`%&?g;C+b_x~!QfEm#Q2S^|480DE$VRW2?tIBjsSm^^piJvwuLgdVYK@Ovj}Vgz}5 zDA(}kPm!zQGR}`N@4F3gNHJtS=e`Nsb@L>jw#V+z}N+{{< z3158M14SIDiY|rR(5YbR=+uBWuIxpl)&X{ip>psDG^QaSLQme6(5wE!-PNc>8DP5Fg2Xs0Yaz8;e01gs&#kT6D2_Yrbe@$I5v?8jT zLN&4(z0oSWG=Anb?^OTeqMlJk&#a|U-5`53E87ve9SVJ>O;W~qye1*+p7#C)924>C z5UmcC)HCI-a-^!6VYKcraq+XyKil%`5(EGRW$TT+Cu01C0zm1Sn~+iEg*Zh@##i5T z&akXWoZa)~pJ!2sV%^0jdM)qtRN~mB$mQLyrw2-%9t*#J-&|oMrTB;rcu~Ztw|&TR z9C|b8-U;BMaJi{i+6T-Nm|4s37Bl-l`+6hpznT4DJv*c~*DGx`f4_Fm;2(CRq|v;y zJG|;{aREmXR%a_a9&lr5g)`58Lme0dbH1pl7yz2uTCvHovgZM~2PbC-pfZXTF3MaS zF;op|ifGQc?&`=5U?yMcyq!V!O!9x+qsYX>#E&084$-nACgcyet#;mjdl)(&zvC09 z<{+NckEBQy3GLtsFKwy_hAS(h91h=VXX|j;4XW)psXL^7+CRcG9pkFwH<5EKRCuzL zR~KjheLb6kCSiN=sQQq=<7O(}W+uhv#}AZ^FE<=y>XiH9CEo_e4a18RFoSd$8vc^CyUsTI%20nJkkhi}Y2(KCj%sK+_YfptcFh8T6rGCEDu z_sd(uE>5A_ehHkQpFzFeby$0lfx!l!b@QB@dR)3UOrXX!O_lauWR|t04XFkcDk@{d z&|=~Y0Po~CQ1?S$VhO$Z`@yK3j4h+72gAd3yWm9ogA2_0%d8N`@+)$dc$33zZCpNh zV3`Bc;2N##uBNV`40O_VmXf3{wJnj+W5ty`e#}Xqv`ETQu+?;+uqLhM4YEs^@=n7e zgrFmN{ytm;JeJMfeYQ_-uAQSgB0YN835@2EE@P3g_0D)FZSFG&J8z z^~1f9eYSn%+=T5MP=yz17Z;9*E|U{|NRbWTMNZk+CKPgAn(PypuFxhW5fEt_SL33~ z&cZk9yVryFFHib@-D78g<|p`Mscic6J;*WB?z;S z=*$bweaBzQ)Gt?*aRSwg#Dnl4rD!(!lJf&esHjAo2xc)&`?h5Qdq#A^fy;^7k6Kd{ z^e|3*ZDu8s!4+SP%AEw1gPI8Rj|+GzCF769`%~p@NP?-@A;BMRf9VQ?^wi%C_Snv8 zQ!zmDw=oTTZp&=v17zxXiniA2lnOJACvAvi`WW5nm@2Y9LNTEuGRZu6DiiaER#=%2 z?8H3XTh83+$QAG|pDBv&6#Eky<}GoGX3icr%b^>>B55D&(gw&LrV))fMwcdo(80Ky z&|oo9hUp+K!WPr&<kycs!8c}3Hxoc6=R-6HvDi5vAd?M#5~*h1mx1K@Dk^FS$XAO! zAD?VB%*#v$pP${e8vu3+SD<8c5Mg=a{g*Fq5dAebZba7B%9PYCa&9|ljEufzfiH9M zm>+G8nOCk#^uOB27h=qy+XwCKEthSZ$IA!4L{MP3T&nQ%ckY}{-D9R9N{#E->Nrrl zegfIL>1-cPtjCA+6m?F`s~=?oF3j9_j>6n;f$e2qy5@@)*8#tqXII+z5oqB*fT;HI zmKCW*@R_9I+3v+Li{M5@-Q|!XQ~SLifUDD3FG)V%QzL~xr04cxZP;V?1W7ew5-I%p zvUObJQ{hKy1>xOp4l|``{_Ay7_Cw#ccKQ`J4*WXYG<0+T@4gPU!v^_PP&orR3lKeR z?Hm?8gSp!FGfgmH3j5}Nunq|T0w)pIJ7KG0hKGkSP7i>C5Lnz^*xFvac=3ss0JYPU zgMZ8ofepVkz^kH+FhMAa^o}RFGx}-;kAs>-7whp-9~7ntuo;(-o17Wh+Pm+$lM+>R;0O`+nB-nN)@)5xiu;;Od0AT>~_F!EB z7l=8n13!SeO9;lx%BltojqSHF((ZpXfF3R^Mzm9|JULMXrvdMUMx^pg)5tzT{qHSW zx^R$%ly)OHu-0G%2b0zj)76fE85aXFaU7r!FTedCwyF2VcM(-IuQ9U@;nD_oBg{rL z^EIH_mDD;-)^3#rVcg|>u-Dznk}(T=5FqN&(S)Xm79VW<J%H&E%GB1>g?$$l36?e z3KrNE`JVZVE*OUPc2w^0W!tCSHLOVvtgJ62VHr&JC_SB<7}8k^fslW|WoT?{3>4*>KOcC5 zPnom&AC#Im7R-q-J~Zb69OqOM9@QmDqMozvibjkjf=BxDn~x8*+RtX#T#CW+hJq3y z*MPDa=Zt;>Oe_%(cmv-*D>T>w(02>#SW2{AK!CVkGmR7m(%mia5`H=kvA^5h;sQYC z0l=85jHeCQHj;sXG2XcH+bQ{SfX}UKNvV=83j`5 z05MhkCo^!AJ@#~;i=Kxbb4nT!L2&*YJ(<@P37p*9SAfS@Boowl{*$(}3$G zUOAld8MnunnUC8}ue8V6-q;ZE&24XQ9|DgKH62}{%px%HP0k=(*is zU~XSWc~cA(Rt}M#s&aX3$DE(`_TAib)Rt;Ufhn*?DnBVx6sw`z6LK#+Zhl@Y~ z7?%jeBqdfZI)RKAbSO zt%`9m_Vw)gtg7Wmfy5cwbjF?{5*ke{3^WiHPTDJS*b*gyEGP7<)153JRT_wxtNpbE z^_zcnOuKI5V+un^%wYD z|7r-cGobVjQ8-po^}qf9{oei8FR5Ms6TJ6%I8%|qY>KFXftK3e1EP_7CFFR|>IZf0 z63>5$uy+04c$FsKBenfpV8YjbFkDF07S%?^G_I25Hb1*kXmy5+P-4!12prQnjG7uD zaOcnmywz`SE1p79Ef^iggvet%d5A`4uZO1TqO^W1g2Fs!JN>upE)<#MUbqP*`nhu$ zV`D-cOF}u!%S=Ksr_a%J#YR?gpmei*0xXjGU%z~{+O)hRN!!|HH7yS$Ih>;@-=phg z|2>ISQqt(o!B4IWY!q}HCe)^7kOp(&l%J{-ZyX;N9kSCGUNapwZe)a_2Yc(APWT|$ zHsA%y;04zquOeDL+P30c;JwXzt5&m0hx>4xs*xIL9OyC72%%<(c%m1BFf9%8#M>AA?*=rC0FKPgC(Mmo zf6n>gec|W;!zYI$hU7{%m`|1vc^}E}A+Aj>gAeGO`$oK;Z7OCr zdCA<50%-L-ToRNewWLxm`;J3ue{T`zhQ{^Rug!65*O|akiNjuLSHcnYo-PqRfyRhG z^FTbD{b;-Ibj4@XcoXM>l>|6~IBe!-R6Kg$#CJzW_)?>1{s?3Gy=Umi|J;}WrSL&p zY1J_2O$-b!*cWkXO#~C-HGbk6>TBBFOb@sda4cBmL<5+&+|*XN4ZE=mN%bmVGS&8( zS;-sy;nZtbHd@*u%UwG0|E?+hcdZ*A33!9x^YDv$uPW}qZ{B%M{^BLE;&H!847od+dOd{TszQ zTRUGAlnsF3FyntWc%-6IB;WH+uXVgUF@+NNoV~^-6k1nD?dfEbKIsx4f$>wfjcV&s z7SsIC3CZRT-nR0NR@SnF(@4M;``k9;tE&+QTVSe2 z4wMK{%DNM0YPxV)k8Br<+5_`(l#XzO`ssfS4vcg)T%32y=4SL1BN(p`$q`V4Mhawx zn4wRnw33>E^Aeol&z`cTyVC~jyg~3AVw(0K(;iHotCXcp4(M3m&iHR_+WO{0Z|GS5 zpavEEVTYoVVN$i@+)u90dc3&jCEq(|MA>NQX+tW+U6|j$2><#9rk>-_{$qS|qm2oE zfm?ojkxI;joWqP0a!o+i@#YvD{)KJP2m7=Y*3L=h(I0 zE#(&WPIJm87V4N9^X4^vZ$T`h!r2Y>q=I>G)#qOjR}NMRH;QDk6t48GBpXI!)#kI=*Mc`5@Szn|MsUdeCQ(AY}e5I^G zS{u%Hmsw>sRGPOURb>=ERcNoWMw}BQEP|D{kPJIKlSm*xy#{hpfvZA`b|`JXIDR3 zo}IewZISIQ+siM+E2dRSy^$PA1s7S#fBkZu_5&(9AgZ1SfNYHewWahFx#Fp1VI&)+ zI-v=C643(n-~rj@*};s*wBOR4H+p#rEe*=p()C4hv5s=9sdSr1pBSuu%`yU-Vl6kZ zk~{W}$Sz6k>a(Hc`M+(de8!Un)EprGG%eEHdB_$Jp4 zUF~p*zL2G?8vLS`_Suv}5|;maJ%(uiJUZR!mpz#D0FEsAnkjEC2$8P*@dG?2>AO;T zS}E0*`&`=$g)Rrufs|Z|)zi(56zbUY=2>4fV@%DhORP2)ye3T0G-XeZXpPDf=L8E~ z9krGCfk$@3)RFX|9)0DoNX$78VDxA;61Z$RLPm?{4(AbgeB-W8X zt-GtIaP$gTY*|akx-|tdo|Ye4|LsgV1#(Nk3BG1zB3%1(-BV<39pMM>vedKwrVAsxXaF|dM)1t`lbEv;n-V`pcGaivo`IMYVS zYHK!K|NU-5((1uRB9l~A&xT&+e{@(_@?k67hfpVGX7&M-)AD4UgmcXsm3|-&pT(f#o~VW%{5cvIwHI;>w{|JAqf&%fF)a5L~5Ct@hKrIdc@rtK_= zR`JchH9Nt)e@Vtj-q9MPsPZR?a1RbrYJkE`kt(GR84RnVE&YmZJs;VrB_xD-vp&&w zT(MoS=~KWVsrbuA>iaj^vazI=CMKM=8D8wfZ{S0MDl3mD9GfmU^m27>84IS4xU?>o z^0_QzF16}sZ&3_vJ4EBFHU^64m5ej@DA{e5j1^{4A^&J_2mZ+mE#ijCqoiCy3R@2} z{<+Ka1Eg$f{1JcK^bthPr}gycmRCVU3k99f7>mSeUnwe_svfo6);R+9q2-y ze0w<8EspsMzF&YYET9`^RrcMBBbt^0O?^e@ySpTT;qOjsid)&Xjm9}i`c!4k6klQh z%Uui$XC{dFP4g$!x7- zh|iYcQ%v!pk+#Zlj@g9Y2D5cSvI?tP!hMr4y)uX?-vt&&4{BReN|B^9gMUidbtX}An^xg^<8UZgdx7?_4(zSGD zIQ$r+(d^FM*;Nr3#p_QWbkfU{@FoIC#QQirY8WQDzJp^bK>SoCdTLGGC^GJO{i$Cq zxdu9jh~i(+*|8f?BL@L=Wfw7eWY(LXHX1+GmYXl1P5&CUtPzxCi>MVFP5UXV)|ESP_Y_HJHA&1e|d9%yvMeVW@5RBpx6Tb%?CU* zS;36vX9aKXsbw5CgZKRK74m59L(WyzxpJH8(RW(`inQc@vVJn^@DO)dgB6A3sV&zJAWsmik@RL##DydUV(G1Y)Z_ow_;goXHFfzJCBs_c-L`C1= zaW%Y~t6u*GLjP-q`KFs;vNegQnfeKQi|xQP(eqyL$#{hg9q5fQZ{PV}v%n*LePXk~ zWjSvV;3l6VoNSbaN$ioi2#O$wooi|-Ti>1GG8^k)7beJCxs>g1s7Xbbf91Q$>D?Pn z!K5;Mzth;<&yWSQqS7!_H%5SpHRzb850qIn!Nq%h??;UNhfuktYRdKk}sZW7m+#{^e z!6F4qPvL)i^?2C^4@wcgOR+x6`*+~CzW9Yg^~qjEsUEC@jt|hy13I@TS}cOfD{eO; zf#fbkt%ZMDyw^Vij5A-pe1Y5)7PjvBaGR|~R9gBV+uRZK*5rKq#=_2iACM}SWZkdZ z+uQ%or9Y@;^8#cuZIDwWUiM`BY)pgqh3jVAOGg5?6yH^HJ zS;j+^KM0H!a}sCsLdDx#0_l*c`j*y+%|UI0hsa+nwcA?4*8`U_476`O&DG6~EJQ(o zc2_UtUp%BMSNvz6`2n{w*o$_9IW)Y1yUcS@Zay1CTR&)1;z5lm+8w1?EoghAf8|Pz zm3;H4b9ziICQNfN_`0V*$>JnEyopkex~iUnwg$`7CiF`jDjD5Par?FuQ<;Zt?L6Zu z^XZ|rQ6tuXC4rj;^n{IBFahPjxxAC`49DFJjQCBU?>F}3+WptytaK@@odkp+E8AIP zayB45tDL7k0m3Wk?OPSlr2)9K7cFO!tR1 zSU7*Igw+m5V&xBHAC{>UX7y{K;`2)9;-eI*7})34p%5;qAllVw6lZ9zF~K=Mx|26H zwqm+D)x6?aoAk8ZoNF7UFm$RSm+iy;fn`!B;VB%#E%A~b_%(4p2%?D zzJ0sOWro0n(X+F=34TZx3z`$Hcq{HWgF3P2Q1Ns;uUY^-xL2WUU*Jl{B*Ti7^{=az zMw=MafoW#oaU%tD{sa^{8+{F6bIVZ?oceV>lEEQBx!6r}6ZXW3jFl+c#8+?xqc@tm z0o!V^Tz)X^pP>2f2C;9J=%@kxP4i^PV!4fmcfci9<~()pn_gC5-BKp#RiAsSEygD$ zmEu@Z7YWcx2Jvk^>!v03D?-P+%c>jGjU>Qc{RFt;Vc}Fvi{O~IK0Vx;1m`NT?QP(b zf?L~`GU3L!LR;7O+OX_1v+BG97ZZEU2(KDCCJRy(kP1X@tb%g!E&Yh1z| ztWCV**G}Oca6|yQ9@xcRNg=SVpuz6#hYy{=!KMPL2NK`?30v9u*Am1|-i|9i+#rUC zPBu1+jsH2yw|wQn8bx)Bp zD;&x`hP6(^RPi*oilVw>qBTUBIUO2hhHj!&d-0 z$o%3sH#gUlrI-ZuRZ3*Ez?hpIn9Chw* z81)68h~^Axyy*Qfd|1NC+1fMh)3ZqvwZB*2r>NYI#0#Hx3A2;8EK(CzEesT1mfoq; zXDB$^K~ol>c$)9O;VifN{Y5b#s3nX77@xk^e|mCq*dVo0TGYv|3CYQ1q^bV?a?XOL z(8Yr^&BErOCcv8CidH(@Fjy!~1JBA$&%o6RD7t~oUTGZZ+h>KAo0h^-XT8z|q2eQj zAg};(?F0D&GsDx=+N#16u&E3zqQnX&khVr;i}B_Z#qvc6hvy|L$-R}g1IR>Akzqw1 zSIgc@H+w6ml>zA}a+CU#WO!a?*hh(jVY+lh-aeT&2m1Bu!u(FFX9(41K;eG{4V9n+ z$#qCa`q>&?184;YW;%61o=apv=IQ;+zF?PNV|IXGW#SQ*E!W*Ld3fu za-VAF1=Gf^ZL1;aTW2iIRDsi>-wiH|k%WCE3UEn6saZ_#1mO7}mWS}=1CIbxReK(E z_%4w4?^QvF!8~_!Bmed5#D*s1{+h94n??1_X?vSTVe@$85XZjn33}E0kc>L^6|ynA zMbJBVq|o5Tw_9csx#~H(v9Di|kb(0AbVe1`db*Vt^Ei)mtjdK8<$w!;o^s1K3u}T~6^o)=gx9O| z4E>ufl?8C4Ksz_G+Aymnkxpah1y`-A{BP02fnprjZ?xiT+R|lFH?Q+kpj>JKBjKo5 z9OeThQ1?wRtopYPjm|@-oTa(t`3ML-ubo!_5D#oVL}RwquTs;ZOx&EnUz?frR@G+# z_V1PkKUA*ibEwl4ZCj-B>gXoc(H~R~r)(6>pPYM*HrZ7k!tDZ@Fz|Wa&wEZ{*>bGj zXS5S^B9~Ivc73`51(%FtVBj3TwONX3z2c+fBvNGI($$cPSagbXcZY-sC?HBnE1`mbG*TilgrxM)HAsha?KSUD?Dy<%>+CuEmmX&36?b0u z6_4l1r~m~;z=o%-8u*dHVJ6nENl~b8h3;T*!t*`+9F%d)2M=UBn+sdzgU-wm=75Tp zdf7|xKy38Iv~mmd#I2*(;FO(+GDUYt?4^*982NCAgf-4I-*#mFyK;WE<)Aw5AteW5 z@UhuJ(WYtj_=1q#^99nN$|#=~4O%sbG$K6;K>h?+QM{49MD=VNq4>JkK!Kpe!Pn z#asi0Cqt6>r+*T2(|098J$54>>PJ)fseN`o9>n$^=&K zV%#&wjW(Ikd|8fpJBbl5iHv26RA@ah42eP{T@phtB6IHt`=3k=n@*#cU>I()!Q)tV zCTpbNm~iyWhy_&Sn4b?1i8!U? z;3GOSIgi9XiB$pAP5DuVKpP1PMuLg-HKT1!fsfM=S3PSr{sZ?6c)d9VsJwTInMK@g zrTCS{y*v2Bwuq)x6KN<)%DM+fis1gVC+H+VpTvE% zRd8%mv!h_U=8TY)15fMz;`RLl3z2PA;vmQnD%wzH8<~CR!GX93+kstmaL8cE!`sPH zgk$B*@_J3-FX>}?G&m`?+t>!TJzB2N;6a=dYTIaDsU|P1Yqn2AY@$r-@gqz3>~X_` z3!XnSJlUvh9}>Y{57-B6kgfh~#Bn1KhX#*Lt+bEN4*l~bMUi7B%-AOocd;(aAhPt5 z2w_Ek`9s1ar$j$j7&aECsip`%bZw=V_;u=1Wz&$WRPm&-BLT{wMrd5V>NSpgG&qmXm*$&Y9pTYat^##0}4isG8cr;QMS;8G>$iOFg5Gd0-sB-xdW?d6vUH4d7 zi@XJWkNJG}QdjRh)GWswK$gsoMenhujBY4U&gNS8meVZJ&*q^lXV)I(_B7 zxEVhj<7g>CcZsxb&>P~)4NmzMj@#x?HA)=JZ~mAx*viUr)QW~kU8G^*%3<<xI;q6;fw!qO<%)S9rMQ8 z0%Pqn$$W1HUxh%rKAu3KicwO|>=E+#r!qa1OY8BGFZ-<&6k^_*R!6>~vtTtJ%>V4G zy1h^?IId%%!|{HqQN&CyeG=GE@(vkSTlFp~pxxJr9zHEYXd%h;T1K`T_?Y0zcec9mWry;;}<{=$!3(=@a4E&se>TX}(fpVGuUNE1F=|Z{e z1A?jG8o{DDzE&OUZpE^|-RsQd43$V4T)E|;nrv$bY$kSBSbW;gD}+>Y+fO2#Hr;#> z-*KpYQZ}je-)nU_WeA|W&qY?8vmX|sh?lCUzRMglMyor1(PW4D1E0JAu1AcN9{06N zMG=uK;&eCfV*?O+-;dUUp^SNS{o{Ye2>0|p*9Nui^FFSP_@Cb^OvbCH-i`P+Tl*Z=-@7T9j7<)%tjX*(Bq0vOBBY`ep5%I0PE zEYj0m8l-WCcZrp(moYWCBm&Nuw2Lg8Lc+J%>BUayifMlq=duJaaCs9I)5s*FnRBQ^ zSgi~puGTMVA0RB9HR>hHTujmA9@r|Nv`AVzQ7RFFBjk6%CG6*}RZM+@Hz@$NmdNp? z&+E%jkdI%S5tEjevlP4h9eG}+H>M0>Za|n^7dZB0ihIk$2EO{`)r&xdAn>JJ__>5$ zefgqjL#EY$w0?rLN?1B_nfZIw5O!ggJ$ZR+QGDq)wO&7&zsJP|SqamRj-M-F9^SqFtLAFCT42!q^3@cGHFHCJ zd&_6d_@%Y|5uPxT!Mo19I%KXeR0psY6)X;AcH(Rh040W?^GY<@6z6uasC>l>Ne8sG ziGw6pB^iw*-bhD&8nlQKH{igwuxqs~5#Lukf8!yG%n|C{u|p4&!Lp)RTK3WDNp~RB z(cgf_s=uT;NfU;rIBY#tpdQRde+Tp9RfFcOn*nd_ME|*;C1<5v#@A=Ks#c71U!V8c zqV+u2Zlfid7;x?E%N#Fj2JAJc%`e|O`{jS8eXz3@*J|Hwf;>+_(Tk~ALPXG4PO(E? zgWfr?q>qZG4E0!Q{+=J+Nw#CcaGo>b5UDQoGn-n$oUTVl+F5W$o9gCGU}L44OE^fp zL*i@F2lrSUB&h73XJ~7S)5J@m($Z?=$a^n~N#Jp?$#_P5RiXi_H5uUu`QyGp4gY78*~dBcA2Nux?LH(``y6*{K$4(89tpI@pqab=?*%UFX1G_ zfJ1xCvV&m6J;A4#q9=qS$b=ZNGt0NIU2j&MqN((l)7o+MMS|6{^XF4pYH&Pd$;u!N zHwZ>5&PL24$&ElevV@8jToWba6uS1uELi~qlaT)L(a~_sRy?oC=JhG=kSXnC+C=Z~ zBxGSXb-k`qP#mED9(-jnej`V#Iq8kq9+cj6|AEgVJVik3Gd^)r>9ZGeJ8hiPU&4J- z4_Dz&jPJE3kI(~fj6LNnLb6D0$&LjItpK8mFSzw360Lv?2bLg zYnUYbAvGgH9*;Okwu^J@7B=3YD>4_bJ*0Q<3?tps6?tWQF>~kicn8bD3zU?Q{}RFW ztGxnGQAQ(Vr_W2)V{hN79qA+;mEYNLTdiNptyUY#- zoM8dN<`qZu3#>77;!vU+Uig@bORw_@39P&uwVs~5t4;Jv_aeUD56q579)y=^AY%LZ zbI{MPW2*W-FKuxd&hS?i1H~`8{|ZdfYJ|yJalttO{q$Wd7y4V1UTO7I>7Zx$%hoyp zLXE7O;70N{(GZ|o56n=49UzjatY>d|HO8Hr2)T(;|;>{4G2c-nr*p{gSl8j7ZwId0&Q;L$Htww2rKUvpJoRjcT?cfJ4T z-ZQ0Vf)%=7{<~++2(yl8R9+DZAXd36+twu|CCT2dNfLHrrHV9s(vN}o&3(HG6Qv;P zRMPNAg~kY|4`aX=*N&@-h)d$ssWTPj`g!o}+cF!!**I1Fn)df@KC5q5uF7k&xpQi^yu)3wuUNSzt5R0+(R-qUtIoe~Wl}2& ziNrFJ`1J6Xu^Bx4zAs2+4{sI~#8CQmh$dkvQ1iT>KPQ6mQtk7mLSI8Vnl4>D@M;_c zuvTZd(o(ILqMOC-rdy4iWtOaZ=8DHz%`b5i5umxiPa`@abP~#{a@<*WNIVwD| zH~%qd9$xp1%(y*{n?8FERXtQj+rH%<)|gsN8~zOaja5e@)~Y$Lgm&GZFJV=z?-{v# zj?SCq4JuBD>;8{sxJ{a)sJVV=w_=}X{M);f8TubV`Uht#XK@Zk^yv&0M|@0@5$zG$ zB{uh)ZI0g@QtT+dR?B{%dcE)IZ>31(>w-7q__k5Ep%D;KN@773-G0ek9I0f>-BYMC zDd(Y(>cna{`)rg!r6uEJN&$z#pS00bLlU3fYnk|OSl)yXhEmc{?IxIfZqk!|pz}b1 zJ*CR)CUH5paoa8{%re__jmy-Rnm==^%^&Y#Tr`tQh{y`w|6Gwoq54T4UEvS7n9g+& zG8Q`)fq@n_L}?!FDXlhOo5+e=J+D{BQEQqf-quLg-Dx*%?~jrG5&fiOwA;NUc^F+! zMuq+}P_piFOlo#d#`T6E|(Ea|ovS(Q0`rDyJv-gA0g zMm#~2Q^#9e+|Nd$%(z;$f6TmU#`fjBczlVFja_qCz!T@`YaDmN`xhTyZ4t6d@P6C+ZSm z`6#wLx)yJ5)LwpU_hjqPgTak9I{nx)u0~VT&wuC*VjmJU_?|Wqy&$1$0ZJDkq##mw zj5$HzU;_uhLfGi^gO7LLq@?I?y3q;Q8bi*m>U)9kPoLNephO27PSfal&K)&Kr(|8b zl_qNx9`~j#5jW2;nBn)TR|4U~?vR_bXk}Mi=j`_Kai`hL6I>@PNo@BC3KiYHX6|E)6*mE$w)rZ z^$C=7Y)&7MdC9ERpGs8TFg-uy@5aq9)QQN@YBYQ$VZmj$R3@4N4`o!_h zecvdu=#EAmyRMl9L*d`I>f&}b@WZrpro_ovCoVZhxFput-$~~^N?{s2*5H_f{`!N? z=fzZrr$1jMyhKa07gkvI(U@?Z*EjuJ{p+v&c~>atWhQg{M5{YT{@P4Lhiu?|ko)LV zJth*>xW&-n<+}9Iw{pKRf_WI07;ML|RfrrErHV^yKG1Atx;bClt5VK;@H<0G>VxFw z^k${wv~v~vnbEhAOKw|HC1UkW^E=A9K{9!icL-)EEIe-+?IzwpO)V|X;HZQQn52KR!T@21WraZwP8%d+Q~?#PYVG^7=igpMvPGX| zk{e|@;T0j=ReFiFUP1@i2U*QIy?1h0+GKcSJygS<6#ncoS~1ol7eG?>@f44SOmol> zNSK^TgzEylP}1mB)Z>0-Pbc3xXCWU zT1cij(wY66DE^{xX`V$#oSkb+4<2haX?4^;U2za9Ec~TKpj~Jl-OrdZa;Vy6?<4fN z_p^MM{MmE>6Us^Zn+tyQ@i7q-*J0qp^v-RGFTD?t{d+8G*8Y7gsmZe#hQi5KARrukN%`yQfV#_?Vy&|q*;33Rt1$6bwiPra^-vh)slbVan-%( zRX2T44VZ9RdpX_fx{QeJtu2wQ*6UXUt*Nlt(*VbTy1}&TP!|C85Ze$AcY^BRb49iz zcc2g&1(EVaNNJk%KjOAXaU#$wxBa|G?K>Z*Re7{lJyPc<&cYIKqN3@*{F#Ivl{u{U z>qS1vuMx4ZD!qj*o5MobEnMsCd#(pvwuO1DI@4OIAYNq#JDfNEW`TM*_39}(ZQZ_OiWrJm% zhGGYXiTh|B2WYkUc>Nd=e#yJ@UrQ!GDC@sHcj#T%-H}{h*LL!Dz0lLBJZ~s!T9E|v zYS4n5i7`OBHuh8lI>!7bWP9n;(lX1xXA*sxeVUtuK z=j|huQv@8G>=4AhZ&}{fRNY7~F(chB?=n3tKY(2l-YB~^yE%)3`lJ>*{frZnq%*;7xc!4=&`1Io3T0F^UB>6dIF&sPbY z<@V?-ucF_*oFe)eZ1+v}{#nm4XZFNH#?wD0chwk_KNkY5O*`$+*+ngn+C#E>n6Pzv zI}9Fbm2X+m35Xu%FF1|fB(v>2TCtbkXy^I!7^Wv2_xUc^C85|YxfAB5v%Kpi0TVxRpQf~MD2=p@!P2PEPa)dy6I2J3&oQv{b zbdw5Sjm_xaA?9zp)&5kgm!~+QxV5#z7~9@pEEO|!wBBkT#n_DV2;ZN5-bD!GlT`;-bn5gx2 ztT~1&bnG|&W{59;==N24;ZIv8^-EJuJ}=L|o(?f*bJYJm+sfN!;nec9&R~a|#Pq7O z^Y&ZL&gHyYUoYuyc6qHko^9@J_q+?+H|`}=9lsq%*^>6d=|1=)_4yZUlN$RNRQANX zOTpR^>tB}!1IyLHIP}}>&snZTFIk)U0OA9evMu4Ame+JwfE_@2Q)=$3`on*p@u}6ioJ0;Wda(WU$2Omyt`DDmRPc=yqZER-?al1{Yd@B3 z_}Y8gttPA%mH*@eenUX&1}|gcF@lNbG$wuUtO<^9Uqo{J<^9BNxMjFJwD1;MQZ9T^ zyFwN_F5x3sRr>02s;(&BG0^{903ANFxpKg~?OnUuu= z_F#!TfYq_)4u;yDdhJ@hK>Ap${+7zFKCMsW*`Wey5Ne*~+Hkv}{0sR@443XFHwjV8 z6xswAG`(nHjBneDn$^&am2;Z7nZj*ESw15w8}XaNX)1m-W^759ad8i?plAQq*@R$H z_vYrr&%H{InOfV{5rnqPOs2#O=ev3QO0Sh!ZwhSqtN$7n3GR@pPI*#o+uPw}h2pd6 z$d8bMn#;xRU^b-E5P?BnS%zzdc9{z`?=SD?u**x(?Phs=oDg_zbMGZv)?KcgOWB*$3pxdmIihBF z)aD|SWXh{o7iHznye;oKFmv#5E~HDHzP0f8S_oV!Rlrjuze2D4Sc&RQ!y9N1O?^f9 z3nP`9r=tjk4268?T?%L+uvYj?_?kjmV#w2^Pc{za!xZ$|NIh;hq!~k(pC06m>)}<| zu&267G>F@Vo+Q%m^L^(nOy8l&d|-vc$LqK?+BSB2vU>dfloJs?9j-sVV@=>jFF#w^ z(iGNA=vsKs#EPYn?V<%77pRZ67?YfDkfm)fgYj3@MG~sgnG0*)Rm7gfx&pJYnK4W= z6c!*89zG2~VFKer*E|PJLxP+C3oS42&TVID%@zFyvvk9j6>cH2GNTfI`pLhZU~`6F zh`M&G30EKd0nG(?Fd+-O^&aGPqSg$qx}Wi1+{L40q^eUlDBsG^GNoSsVB2s~sZ|$3 z7iJVWH60sY<2*swUpQ3N)kUoT-H*e=H$YM0%?xbvJZqkOLkwOF+?RA?E~j1YspYB{ zwpzVmn6h&%w?ZscCY6AKCjXA?4AbFpLADEmtf{11G7`ON4k+HZ3o;4Yo=9KFPQqqF zLH-H(l`C!3TKWxgWD;{IO%=N-7vGv~wD{Q8IQJYC20Ez=Mp0{#VI$Fbu}YTwNe8dT zdRqMySJivosL#A!zt@|R{O79X54wiD%9D@&V_u_ZSIfS_dl>xqgLY4khUyxzy(h(y z#ZJ}Zp8AYPp6Jf{F~53Wo*eXi%k0E<4Qh47BF+3@bxSm*D3>OQ&ZBvCYqlh!WZ%45 z*pq?RJ|P+BE5Yqjl!n+%w=Dl>ek2xaij(GkWR(ICXfkxmA?#uLODjLscI($nj)TL@ zc<4HAPr0F9ONzvcG!h?zzvM>v>9iIY`mG#8Ro7`T1Y^gA4=U>xB4xA2MB(CD3A~%} z8w-UFTl@VeorK!8m}EWbLxH76c;Cf=Pqb}s+Mbm2<^#p=@K_Upyy1NgKmHG0u1hmU z>+#Bzw1wtl#(NQs??1 zzu5s5mp5+rOxSt118uzvOo}P33@1j7lml~t3-}8ObK5idv|ipVzrjmHDlO}YOY2dY zs3K-4`#bS&Q%LiaGy1r73!mUoe>8O)OE;Xd_vs2G_El!$n z1h@^){Xi-7x{8}{b<(90v3#QrGp8}%nk!|yEQpzpka$FQcMvluvB~q#~wK3!|pQmEK|RuaRg7!E$jH~=A6xzBnQWb+i$$`EUyK!4=|o4lfhVr{||BeYUpN+;=hhn$fJQt(!^@)o51e)Z#N8YPeMw3E< z>+kx*7tVK{cPG?(N2F8dBAO83E?RGQL=xySn$`$gZZGrq1{29-#5A}0Nf2AOj<3|F zeHeq`e#=1YN{XQCh0R_;s+rw{5q-v&);Ql*S-z9VR|I`pn7R!<}u-m5E@@Lnu6}R&f-K)lq_*!*F{%A^q zG@^}=U^dr1R{AlM>U3iCa^iT!ILmX|SAJ#?$#Fj+;Im`-W-)bgG3(NQX27xOba^O} zZ}q&S{xM5--NPS3cj~idSyTFEsLB`Y%-j~N!5LZHQSfAiefZnt&;_y!x!^<9y;+(C zcEE(uUr9J&%M&PWY1gAFza70Us}M4}Kfga*Wrakur7P-n*ZI(i7Z|53YF3(#>h?t1 z<5S$v@U3_mahvL*%o`0&qEI^H@vx$4zl}It9wmu$y88HhcFaiXAk#d5t=K+&Viy?7 z0pn{O1nk4l5 z_14dXKK<|qiBBhiy@(`_zi2{|uXqOux%*ttM9ro+N0uKRRxfX%v!_Z-IP z{Y>cwm=9owkTYC;jhg@b_*~brC+FlO!$p-E*8Fz;W~{FlTzKGPS&Z!q4Pe~sK9|PJ z9`-3e=EGPSUbWmth`c7_p({Sq7@?C63zdE7PuEsMB2LATA|`Ewjgv%H%2OOJ$^-ba}x~q z^3G+bX>)&Hm6pL8#8#~P$`E~Iq6IH6_shIY|BO6(YZg{6EYklC1}w&x?@D)pX#B{9Z_hq^^y&(|Nd zUtsYNea0J{!nzywaQ7kckk47e6lrjgx6i5c1(k_B59G+{{THn0?aUq0<$8+$&iklY z5jfZJN%={B3}EP_?WkuiZ1Sf-g*H1GqPHvmzErWIn3T;_KYia#+$^4N@kxZT-1nT# z#4!Kg1m8=gl?2z4*A1CB@^%PTQ}C-eZ`Er$UhEeil{NCM7;o&={zMd25%X=Ys5I~R zJHf@*j66}@FVM777nUc{+brqM7hL@>UaHpY+-uV#%u_@c`A;uMMEhK`mC^8;inJrk zJYOAb$c49VczKreWSNo8;k+kth5%W_9cGtu61Me}s&yZnp|wBft8-Z&e`nYv9D3su z1)g#7sZ~-B{Nz=iGwKA?gnBgwsRdbHO@`Iyro&@;#%XXFc$$-9O8S2qbUh^Y7FFS{ zJbl38=JB#@QqMDH@|Rhegxs=R9$jW9ci8CRJqX4AE7RmEem4Gb<*wr0PR8aCK}z=R z5#Q_N#|hbJ1@zcWa=G_{=Wv+a?Z=rLUx`Kh;xR#$y}rNR!{R zMN5K^4M5#+O@!bfm;|amL{X(@1Py#XL5Xa0JzXd#u21jg<&=fyzK-z!N)fe?l8AnC zL!>K6ZQoGhDFq30&6}M&ibCHeic(!n&^L%bSNorH@Sh)Y3LEti`=d?QQV{U2*5d3h zB!>mnSytos&#byvvo~7X(b$zR{!O6{ki-bGdwb|5>pIvzRw2gpa_7_52mrJN^4zRx z>_R^<3_da{cG=tEIr7kbFPAMn;*aO*_1EFV^6ce*CT>_xR(?oyyl+#0`DvJrp7|5x zglHB2+2Sb~K{=C>t#-a_I{o)pt|M~JQIjD~#fIJVJtPyog@ms%YJ^-*qmqPD^MW7W zE=%s-Y+a2)3}2@=9>0GnN?)eu_?E~_=DB3WgtFEbouXScr>{`#3w@k90j6l|{jr5Q1uxVAwpqw~$chuEXLglp7=qkf&Ud{13Fw(|;! zjq%Q{#z%H;ZW{e-eUdCbozF=oDhPi&<)g~DXd!Lm&joP{*##tf=NI36PNErcw2wHu zxyO%=VTN7z;p`jRQ<`7GZt5_ED*jeB*z zrw94{3aN=1FkKES|uE+Fv`)JPJEi0O$z3RZyW+b;9Wx7s*saCw^h+n)XIwPnHaP2!dJ7PTIPx7eLM{-lfetcNwBi@cSB zLe~}t2l*M_Yltom^nE7%&v}O-W%U4!wQs%L*7B&2s_)_{I)eA1vJSoT*SbIQQw+OQ z#lt0}0|nIzA=(*Z?)IrQieH0+QoX6F!Uu+9C~ zZr`%IMl}KDZS+XJf-$cLkJ!KATbN`iou#kYAYD?)*uB}6<7Qk-uluMTyyftV;}W2m z^i1N*d}N}3z-JEP_%AX48J~pae|EF6PNUQ6sd_4(NF1doRdeI&=U5-n=zxRbQ_m09 zYsx#f+R6`<)-*!v8Z&E9ZmZhbo9PnSy2$A`T0D7yAc9;p>z8jNd@q`GqTl(mJtj#X zvX-4GI3j*W3OACOz3QwD(W5N4x1QFAk9@0_&=Dx~kWDxKD(}=B4cqS<<>!?jC|_Np zK7-xKL+Rm{D70zh)zPsFuX#fT3LBS(xTwC%+09!w@-x?k;cpa;*ZN(xFZ8x2)7bOg zoai!OyFOa< z?JRm=Tjtf*Tn&sA*H>M?TYH}P!bdY%6}Ug-c1d3dbXK~cLM(dral4J9EA!Dq zwt_$2BpeSoAZAlAZ3uE?SMN0k&c%!!uXY}nuL{rnoT*%|JW>k3mkA!zP$}#e01a|l zUJ>Av+*=>j5*m3FRT~|Dp4*CM@>NfUMu6~rYzj;WZpJZpBtH%RTrvwne`Nk%l(P7X zh0V_Ji{XD=AeCBvt`Htprh~I>wuY?xV@7G<+UN1A;_WzW>_}fbr9K%%;jR$^X@WFj zRz&}#c>tX7GPN(g#{$MqN|h|J9_v&4_n?wU&x|iE%Ff&A9Uh(F`wBh3V1zo0j8bN> zA|L-T*$KsZZ-OEDmC$x!AqnfKLX0`ikzm8hS5ZPOt9@uCVDSm{vQ^N>q~eQLO?@P0 z--&Z}o&9*F&yNVa8PD9o5>G$1U@XP4)B>byApGXTL zvx2~Ufn)e)Z1fdDA1cHilZO;r1@cNXdKNPXPone$5{eLzJu#e8l7vnAIJRrseK*Ad&qeuI{=A7f9(WC3w1N)Hg&7|1K|X>b>MW;gYb zm5I-Km;FM=h4W+=Fm9S5C@(-;yo5wDbdH6>AmDuFB<4)t8-Ch&uNuL2{P- zLLd%v9(&~dk!0;!8^P{w-!#ZW!0CY?3HFkZ`SZ~bJNOYF5ZYmowlMs@I<8YRIjP3~ z4mNyipioWZOo)wicx{9bhLgVD_27rB$E^2|>iqyhTeiO@THy(5kQlQ%odXgCHaM|# zrO?^;_pDQODa9*jPiBA=1#hWr>A?KO26Kn|QLU}rKUSSxu+fjLtT#qyV)GoZ zQXG%nf!6-a0hrIkJ=$9A$Ke;Fp8Xmz6{#4n@*HCf5LSWdX-y7T#;nTxM2v+bnRfT& z0YlfGOC)@db+a#|NNg@SZnB8ol!7IV+)?d@!H zXK14>Rvl4U+r5fc^<)IH)a6fMC~z-`kal3{RDtC9PV&2x|u5yc9-w<m;cce~(>f8fU69(Ilt#QP`)th9#{5 zKO3tcR^@`ZW6?#ghTN3zl034d;WfPYiYF{AEYI1}ePaRRm;V1QG!L+oE5N+< z0x`0>WT@AMNT##&B>(>u>=d=d?E08uqUYOr3vM9UQ?iA*vz2Y%S|3e7cb28XLDnW# zcjR29FjUDyz)jlUAH3&(P1eS$-o?lFfs9&&>Hl7Oj4+1MdRGtyxOR+#&D2RrNr^CQ zI)NbRO*XdNzU=SRanzf~zc4u14L++m>xmB?c0{}9mEkx}{|to=!3yQR7M^IeNcX!7 zFbZXLb+#KfLMkgO@1fZK*D~Q}fE0m56HR>x*XWnAxgl=mr~QD{?Gof(L`ix~IahtD zCBY8M>VZ+jFsK|rh`jq(5jb+ew@^^@zcym&4oSRh17c9Kf- zCJS`y>#?0qQszEc1fs>d<+kUgE9}Q1KrGZPb%vxhaHaS^szf2Ova)X54Cdb})T+Bz zd7O9xB2laY{Q=GK7IyEO-?=?PT=wsG94pXGo`hwpDSAmY2qb2yXlZ}{kD^(Z|L3CF zx>2-0bGxq@QgD`op8im1RR!_^PsVRxmzZp=u! zMKW;g9|Euu)Wsm>E+Gap zMFZX9Aefl0bCwA<4j4dH87KJvzJ@c@BkAAuCvf2Pqzg>;8B_Iito-*10zhjLSgi`X zyyAZSRE@p~PFM3xxg85^tMEZ>8p?-(dCrooG(ZtloQDNu?h-OSBT%XXaqqha=?dP6||mPH-B7}n3x#2 zZ&oY}zoNCo5Q|}?DJ(JiPcU?!Bm(Af`FHi$D#`%zs1$EiFHR*14T) zmzz;WD(_;-IfaZ=myFc)=^O<>a{!zF?myb#@Gq7iCV%6{|I(`3s8^8606Glh3=H={ zArzD1LJHHq&{Y)@AAtnJ3ew+@+z9ett*}wuVkiMZH+Bb+m&b!BG&TTTTwHt)rJ9CJ zx*m;;1%(Y*p4uRWOS<>xBpddpiwPagp!No0b_U4F&SYVi5wnChiHS;{o+3~^{$vbeOuuI(d`rnCZ?Z;)1jT_YS+a-J+7#K*@w19le6=)HFRx-zh80pw``#lU5| zzGq7*0YE-=XqtE49CPV@;$6d&wheF&(dGOStPBL`pg~g>fnaq6W_f0P<7&ejF{}n{ zm!3oIJeO{1Ym!tzoeR{vivv7E&Ct-WnNN7a^W*PICsPa18HdJjNtvki5m#hzd)&Nj zW@e^_ieg9wE{$mY>0ur}NE_yY)jVpB zwY9`#Ewn_3)oAHwmnI5D5nvzWdDax9I+&a1{D$N$Ogm?xD-cru2`(`O1K_MC%8cK}<2J>e%5I9c-#%c2bWNf6ybL)vE=sPPn zZv#YJ&Dpt_A9~E9_k%(gSQYEQIu^$Q8_LoOXGOYTfXo0$Mhu9;WhL&bx)_jfbO+Q( z3dmg6%_NTccg?oEc3G?4GsFO**bRY!2zuUMU$@jr&@88qM$IBY8ug!7g*WUzPfF@e z!=tZlhe?i$n+H~J_W`J*rb02lC{Rcop`!W^RvV|!rax!(4}r5 zJ2@ie*OjOF)%nt;ODSM)i9^Pk3)Fqj1DS`m3p>`MKHJnc+FSrTnCJTSMw}D?Gl)c) z)@ug`2d4ror*b9{paEim{H84zQBEsN`RG;me^fcWVE;)4z*lZ%<**YystTyDDWnWy zj}HxDr+)LhKH#j;@7_^da`JMi^*}oSD1ux-0agp|$9K;mw`M0FLnU=|eFag>yl5XS%a##;E?++2j|;oiDBl!r#r@)n4guMe?H zp($cv+8oS;$T-MkHHhO812wGVwvO-=s{ z?waQtd^XET{Flc^f z%7yu*7204{wh#6pW5sg(yC5L6*}#N{dHUq)&4S2(520U}Z70z5b%u1~-`_y02}TNJ zSbpAT)#U*q;NQQ0BTRQs!yf-bpK%A8G%3utuvypBo_}Wp0&r(evU{L;+n~gp1bepl zs$2FHFdx`_5P!N*RwB9})t=>Dh!OHr?TaumqCBPbj533$0VENmTymg5%s4vme zt3nQE6$ngS5wO(A-tEtJnb31fn`B~`?cV0Sb!!Gl!3$X6$jzGspOP`y6_S#Qs)@T| ztauW$JSuAO>{(1g0tz5HEuVAK+5te^4cWRKAYqLH-qNj6-64PIewkDIKzd2oKFnYx zP)!vZn7l7)3s{&|SQ-<7xB?6Asl8emn4GTb6RE&crV0e*onlaa#Ya9EE zAEP~CDaNWIgXMP)baOF-dJeFQmUX3-B!WCJRx=B75nyEOdbp4#!%=7p7A}5=3FJR6 zk4N0Tl1vD&<%RxX5khLQ2@q3iw%R$d+U2LVhN-!XKg5=DlI>>zB4gf{rHo~B%xu1U zM+KCo*7o)e@QD&3{JVo+4_0_PC>Q5>8#PT*xY{GxgVQpTP3l*4oO< z&HZ)8V+1~`nvD{-1OZ_Mz2!d9p**eVjEs!>V?WJ*dIV0{uK+d=VrjlWU^#|v1rgf( zzHO`;l88uRI3=4VvK){ea1NCQGx#59HbAWN|3>B? zmR@$SjnUEvg>USNa?5@wdmCQ_sN8!Tt0f>?^a9Y~Xw;+L zU=7-CFNXmyf5G`$L&j6h0{u2f7?%d~AR9*J0VzyLd}5l%hX(QQ-?xK?9PDbo|FlI| zNJtN8u}PgkTS%5zQw0>tzWE{uR1xe>mxS~xhSS1egbMWEzqaGI@$n1T7W!v9hW8eM z6X$2oI$z}zj@*W}i)VorD(ep`7T?xJ*lKSPLrf#0P}_ zsvXmCmg8Z4ttZU$F1GZc2xk?uFsJeZXO`GygQ=ioma@4Z;`w_`p&x4eh3f}%{OTu@ zJ54YLpT=#|yCw=FQw>vh4{p5GH842g(_8xOfujFUfFG?#amjC{Jj6$Kl6c%=isLdQ4=scH}ZftD) z{{4I3?ru5!mK*gWq|xMwmR4@m^O5oKxXJY);PG2`I&>c&9)6L(mMMRY#q<>zMemeu zJghdX=bUV73m>zuprNIWQ@u$YF2Ch0-#WQfS6`o3Sg0;2C@3Z+)m@p8y>5SU-|H++ zG`X-kkeF|KZLI*(m8m0}U0qz>ilxmjF0#A5maPsuqoVqOYx=6~P}j&v{i~Oc&+p;k z#9N%4^V)Ssy zl>zLU$A*Rly}b`=>*~z&t12rs6cxjejL~26^2~HJCrZqqIN`(QrqjUSVEgjUt;-j! zy}iXgUOe9Y1)QQ~2Vr{B0H3SR~EvL4&_LU9QjKndUqq3FapK}OA#?&U0Gy;JL%S7NJ5F!`x z$q|SjChURmCsH{aJOsk=@&#rDBCt^dfrCKMzrZCzAf|3pNh9_rTU%d(S=&;a|7ve< zclTAte6iInM5_dRJ!{ju_U6^s?{jn6sughpYv9__@7LDsA3b?uMnglh!ibO9!d}TL zA|m3~@o^2Xz4-R__S~b-A-rU8@B(=W2nbZ!sqVZ{YFc}MVCIF#iBS-^Do961cQZ+K zRN?|+jvgMgcyVP#Kte*o+}gSw`#sET)sA*UJh=qcZDT{#Ra+Sy}jMN z?u&@H{GT@nyLsA)2t@ud1Ybhpu4&{2flylEe(*jkmO4NnZ*D$RQ-1FMehca6pKdeP zzl3@Bh}(FByG=3~Q~5G&TOI z-!Imk2(n$+P0oEnQ}QV7VawQZ_KivLfCbT&_BH;~Wly#NWi{~2_%#G3rG)zvOD29{ zTwI(c^dp3ihlgjPhYykf{$4Li8V3H#BlP4-bt=m0aBZ~SX=V&Hx(6lf zQl+A&Cxo-|-M>FKUP%pJCrB+Q&~bDu-<4aS;fHWUlv|wI%yO6?^u#ow6(ES&pdW?ytA~lgmu-fqh(-tpsP#8D&<<-*7pAAPhFT) z*{`QJ8K|lEX^)>wabCKfYIU;X=F0E@PZzA&#;E-1yy_M9@)AjQPLG=^wG5YVmQz7i z&`!&`6v}HvsA=zb#sckX5%{mNl8>Q|P>MUbab+S|7wS=rf4rovgfC&L*6@d*ik>c$nU7rVlv zqM}5t`(GQYcAd_9QHpe8#5qIHimGS!5N@4>mP2W`*n+ldqoSj!IXTB)7?`PBSrzTt z862}IT>Sl5?=Ts2cIMCfBwI;cJ(@F=R;wToQZnn#Huxhd3=)?RQ6s8rBt-3Shm9EX zg7&^#+YZ)zAr!qW2R`e)@jD)j`W&AF?!K2mFEBVhzFv}Lj?X15ob=%X&x2$Rt-!$h z;LO~RmCY5XYL0NKYKa+odmG&WyEyuXd-A`@(mLO5<1zVD(~HyH@eBiVBdIrT%5;zt zBX>6VH~Q)7rcG{c2K?n^dLs2=2R>mU*qd|)1{F0mWZQJeDRN+cfU|R8fak^y5-9Xz zMaAotl~<@s+zOPGl(ZcT3#e_m4o>PQj+T|?535qjt37*01F1A_`17x{pnuzU@}mZ2 z|7+&n84Fk?pi}U@=={k~TCACZMxKA)xQ2t-42_J%ScKME zGBVhnMn}O33)|*<7RU0a=$^OQ>00Tku_W%fZ^j?aj8_Rz`%Gmt6Dun#H@LQ%3b&cN zwO_WaJ;Bq>sn3(OLf*eljzs@_=q~!bZ}#}WlaH@v_b{;N^YurMxo;EuZbvL9MTQfw zR$cP&yfCf$#v0@DBO)?#-(Rj_XLGjh_S@S!pFV#cWaP3Nd;d^L34(0(JJqs+AV=E7f$+_Ay?J6Zo*A_EJ6n9s8jDx6sZz_(#q{GfAJ+Q zIr%m(Z;Z!s|NcxTHsi5yOB6WrvD=6yukD5z&tK|{=P|GnSANK&x9J6LOXHgj3+)G< zXQ!P@lR82x^z`iT&8TQ)Pw|_)Jzs5VLS&!hky;N-yP?(9jLQY8+tS=RFEf=RiJlr7 z4j%oRWR~%~3D$J^Vzb(AZ?QWnHukRXmLYaO8Ftp%GMYK!!8U+;V_$x7co-ia&n+U7 z3@#p+RB0dIoro7-oc}iZI2qPJcD{|oL^vfRHM(b|zp`*LufAZRe<4r27f!smnzi&> zPv}}g-0!T3iD%Q*7CHk->?Gvm$9`TpB_WqdK3ILqLJ6^3w`zPVGag?jj}F=imqOJK z{Q0vuCc6}OV@s@hMxP)ONdc`p4-4|@XJ&wuYSm5kR+`M5{sMQ~SuB2`1hb8eSn*_R~31%NlOP07vA>wv%FKGklF;ZN+eWsme^!PE>AQ#me%{6`p*MN|rE#s6`09 zYg?^VvW}Wsagn`%v;)oXh!CdIh~N}ONy}?^<}^dG5X$=LNf|q~Yq+c4k+7`nXH&IV z;BiDcU67pA%o=oO-a+}7M+GC*;_=LOBgoTU#T-fwM|T8VLQyM2dzeH0{=V&)5#hRk zAY$?7o1RA17XHohsO8$92ByyKk)nK*76vu#5eyHK>JcKH6@6R)t6)Iff2_4nt^6Hw@bJr$-@#BL({c=} zv$~tAdyBI{%5riOq9DXJQ5D?xIkX^F=oBul$56(SvsOGAfr@m+a;mJ4k)txRnKtpB zXx8LJ?zYeDxqyVZ?Ada*7)gmizP8oC)5Q#XR1EAMO;+k2rf@eF?9vn%4e8ieQkUlrCNB*bp?6ywIO6Pcz`*njvB&SvWnYeYo zX4a3bvD1MyJyQGLDK0J^JX8AQT@TU^H436L_*9)^FI5qpm!pmcQ>QA)1k@~!?Wtz1#=0SwKDk+ZJQHcRZr?@=i;0N=Y=GMS z{#^|hXg{mWWK~pD{-Qb+3t-rm-5@Dvc-YA5%i(nX*Gys&AX%EjE`1P`1@ua_U4AaRCV`u=+hu`FgWU!ysG_=bg&p@j z{tKsOnI!H$^OxRNYsGdGGZ?F@Z6pF@lEHYs`scTDOXTf>;Isjbpw}9lA?aWw?|yyM z@S1Zdt+gG^F&=NdJVCTzFE)*8UlM-QNM37M&$sT0A~E%udLd}^HL6UnbfV;OmNCj} zxBb*}OlE!Wa9q*rVCeQ;*Li8*?Kz)87uTVj6)N{w3U+w2$Fkeb)nUQakGtb?stykP zQmEj&ZtcemHa0e|IplNf3PLiAi*KU5q+I5{pY1QdQwX^avbL$`(5)vq67fnfEjcG{ z2Em%5h1X`XpTaj%O~TB?fA(c5}F^D}FHiOHYSy4?jYD0`FZp zp35IDD`R-CUTiZoK5hr_D;cX~#q?!w4Eb_tL1?)Ts!%yHc&4td4hMe+w$~?pIzumm zXKwKD#3d#1%F4D<7%zC<8-iq~r08y*L{chfu8-w0i@m%S5D?II_9w9o%pQlQAZ2YrkdHNoee9Tyt{X=!P=FoB^FsOIfPMDu!n5J00R16KD;lC1mQ zyS4OHae72WXQoiG9%yM*B3zIg&!%3c$ap#Xcxr1eUk}@yL0|{H*5KRV?n%3MxZXRQ z;d?%ySn>Hdj@tc)SYtDMo7-1jy7@j+W|oPx2!HKnMuu-04c)7(pSoxkDu|KM zbS|PnU~A5%cLl7--zio;Pxqe49{#qEKiw2ti`3MfpGw5AFLM625TWyEG4;PEhE9ouohzRgIcm}OU(JhtNNSMg!T-vnR}syhjsc<%@-%{eWduWz6HEA2)4nS>3F zL<*a+XcW%nb}31(vz?()+;=BqOhh{1ol9#-zse`t=K05s;84F0_|$MuWZYNl{NVA~ z5;6SSRG=`*zc1@Z|55-a62tFNuFZ1?B zlJv`J6eB&oI=BVS0OXKa%eH3uQ1;d2EoB&I@E%@EON%Lh^N?4zwlr*PPn?~dE7xz` zx|RCw-M=91iRyl~FRljib~?OTIp5n)7fk%#xUC%=3dw2Z+V)1luy;*E8ln@noO4eZ z8P|99cPw6LbtNl&{qWQ7y;XQ=QAT=~meh;be+nVatKQY-Q{(aRwI_KVG0}CLpN9FFV}b~4iN7+)!uatgl}Sw5R5=ET3Y8&k605?o1%VcS9Yp+zpE(P*r{XW62u()$9Xx;{In(%W2H48^o$Au#eEv?MI z;@6Prw71)+ zinSCst?urh9qr`DCtD6hb$)KSZcHqWHl7?Izvs>`HuV+vo0k_UVKwaL&-A$4mL6oQ zeW$Ey-MN2oaL|0dmOC^y_Q{~y{7K&Zj4HF%okO&6%L>h-$BzRr`vWbjnI`tgZ}-3r z?@Q3|ZPio8r}hM)Bk4M?S*o4q4|0d}<JW3W~rx2~+NQX}D+H5b3y0vacz1fa%E zF~pqpUqyr&=@^W4^v3hwxJ~VLtgIO3)_rxBKI>;?<^3s5(RP$Z{*jT<#J%HCTl(Kk z=%kGe1D1wn>(B9A$=9!ewGXCzk_R{hL}H_%LS&(*>|66jmxnz)&f(fw!c*MU1|lX# zYz&RN`E3cL&~zQSr}9$NmOr_gkDf`RosWqUp7RR{;c95_EqLmG^>3-s+{~`w`Y!JR z!P&%Pk<{$$!E7<>;8Suo=@f9WcVI7^`jgn9T>x~z>m6wS{rd+gE-m%Cx;%ZGm#6je zB@e_R^!(PZU%!sZW%7B6`#ct>3|z9CiodITSH$8WTM^6j^bC+zZwKQg%5ug?3>vjJ zbeq9`Ll&~O-g~w$38NI$MEY4AV+R8Q7}oB4*DUobiH$dje|vhYuevEyZ&3-o5)aQTSUN zsAT^X4tM>fRcmnTj5cv=SWv978i?hrGF!MMFv7s&y*(!p6mB~jVbxo)zI`}uwK8~t zsP^y1hw3@a%#F8hiD!#;2QJBRz-xP}{Qg=V)3G9SzYSPlEgY_OJ5?Lm3-bdUTp#XK z6~0*&899INQSq!UrRAj_rOq<*ops{~0>@QmHC>NM)>jZ9B8j1) zp|;b7ppF5gs}x90Vy;cOM@QbmZF?%h9cM3hT6a5Qh+*aSNQ^%)q0Xu8H)^%iYGpk{~|>M^(`2H>jno-(1a>2IuVd zQtwiJP@$P@tJ%F3L=`fe{9KZOBUuPD+culDgx+0R&2s4zgU80i(^e82LDh>({?Bs# z>R{T>!UQ*O3bXcy?5jgzHy*&{8i+Y+xQBAW2R9qkNw?>Ws$b|CydZF&x?@=X`5VPT z(Zv$6^p+?TrmXDVOWsIm*6KUeTPB=EI96Z(i5A-xYB4kATYj%>M zX+EfWl>BlRwk;2k#PMT1T?);B7IJmp9cT1uX1WrpL-N?Dx;8Xat7K&a zTU;_buUHe{A|n%v%@Jv{RQ+qxG`D$$MoqtEp_%ZG38qw2iwbf7J3Xqh6ow}$f%*H9 zf$FaK;=#x^c3iP~!BHD9Q2F?UTW^=)W3=r-Cj4pavVz5Odtp;Sh#8f*9+eausF^si%i_p4+nGW6$jbyu2nJ>T7>$hNCJOs2xJ-AU4&ZXWa}pFiVt;T-?HA z+7r8-lmORKPAxpwH-NLDHH6ne#VsJ)xPsi4B)ympsh*y8WOa9>3wQ9$-B9Vdlz%a zBHktm8JV-WY6qH@$}+kLeN=1hGBq5rbZ@3hpt>uCTk?1@!@%-4p8#Kned_l2XNLan zonF+`WtH!a1qO?9#Cq30zR))w|B)>=O)y!z98R2?bIW3WC(xw|h1pMLc+zn>y;jxW z)O3|UHvA}ChIUL5)p47*e@%yi;h}ji^)rNdBsH*=*Vk{##v1bdi4`REjfi+8loiyxE zUBKPoi!!sT&a22?O2xeoqqlBJx(SJY4fu^laAraK-_&is=CJ*+ z>oVRjOAM-LIhKc5D2E?&oor0Cft`M!6n4DV;6_P6Y%Kp>q_h4!+_fos$79*K@2LOH zv0l1~+Q~M6(kpXL)vM^;P8@>Ax+byRBvjfDSR&kf$Sm3wXh{(@<0KH7nCOz-tU<|| z=0qagIo~msYp0riPgT=_-x&^hoC(LaC(FG|l+~6U4a6tF-#VQx�`~`CS%pn$3|= z$dyYg^D2%$1$$zWTVQPD(Eb~C`Q^CWQM*vHmtRou6|SrWh*r$HUo_z070MbFiWUNB zSV!SJD)jP#nuTTfXOXJWH*bf^8ITW&dSfYX3ktse{rfo%VkG!78icH77{tAP{c1Gl zUdQ^?`8e#8MluK87YU_2T?k#5_NS}!WV6o22m*BepO+>zRO~M82BVepBUtYpG7UB> z?z3FCEx)Jcu2!%9J!7rHY+6)mN*Xff1?@I0y=+3n1hx7#T9Et&_#v z7UXDXXrzyS>y^RHq&BlGLYKbN>b%;5*J40&eDY2_n)$A+`{=zHi2HsY6YzS2W@4*j0cED=VL%A89Z6F|*5vW|`S`o+?KIxUlK# zq>y@1Kj1QaCvkC`fUi!MbBsT#i$Fy3zB61D6!C0To!CGyBnLn^?6w_J+|Wo`0o?a$ zwsq1{Wz)i+d9QIo%b6-Opj{*Z{@DwB#J!K+V9~er9B`MbL8D-bqA$N+Pe@3(PEHQU zk65t99vfw)2Ma;F9!Q^={j5&RY8c{k<>HB!d>B5w(b}>BenO8;NT?_kkem*@1iC`Y z66Ips;nrz`ZzcJ8W`+@@ZA%;q6BBD(ovpEIeA!?ik~{Nh&p-;WkP2}CvT&M8FzOa# z0UMpr;(3^ziV&?Hs*;K4cFN*<#=bm z$ALzjq4NLn*|>-SpZw^xJ~j{7d2;V4Ayue?&*O{?0T)ej%hT8f)aQ+3C|UhNRdI19 zJEpwe(MBK$1w;APeXgi4S}5m%Q!3bdVdfg@);a!uV385cyFZ&AZD7$LQ=!4>Qe@H| zHgU71xAOLwg(4c#4(j0N`ud>E{nI+`!3L-v|BHX6lz;D$LZRoA1=#OCGiIl`0}~Sy z!84s#*dU>8^4l5W%WsDB*l*D_sP&hJ8bApWz0I}x3 zRXZTP6h-SO@7vF8w+Ep41fcgJp_qLQi|mo1A*#hP0IcEx+4Fd+|(dKle%<}8I5FA^Oeb0#jux8|mj3R*1x)*%56x*TB zMMy|!>itXI)DP+N-h1L<8=$ywvFV2jnc<8@3i3l5Ejg0O^S0+~4kwf38!u{mR0KBI z80}QE`T0lv43bsp*~n;l;d?u0`(SCN4@;vR$pI~~b*gBWbd1kHch;)TGdc+l-XJLS z<7QQ*(C}L8cZx6t#VgER2&KXq7Z6G035Y3f0u&4gr?^Gr+aKuT%>giifsLsz%nHHM z1Vm(u0AQYw3s}G|j{#e{2UsP@&n7nu9Q}hmDpjoY*_|=Bh2BPHF zJMg~ex|SwcA=nmVRgRK{xvRX9%iL$vcnK|#Fxq47euTZd>mvLmPNE|9hQ=T1B#T&> z&6RhKn^l`RP_R0%bB#A2KZ;1bv0eL~O~7bErBqe(E}-YPo5-f2*?HTjlejnuebO+Y zA5~^R1_5ansepDC_-ktF{KW`S|CHLyVQ!}bvCylCu{^}{+Z7Vw;km~LY2>1(ud#u? zdS&=)J}hjbkMsPz@$Zcf9y46@v(>$nv2S%6H$~bC&6OPHpT~W~{`G5h1JBUZ&m?Rg zSExhWcwm?evhq~L<3|T>Xtj-DGe0Ad#Zwf*ROuN1ku`07t4gqkM{R-0MDUAC*U0B@ zV9E9LrqHL)fg(IBx=YLn4*`Yz@g}$cZH?~=sNWKTr*Mk~)(d%GjKiEuS_7L(#5`J& z-~0R1+FKLv%gM22t)YIC40!Mf3j>lZ7Y;X^FCTBv0AmVUHars$h~$LTKNI2S_kH$b zq)wfagaqqaqKWiqSp>iYa)$JiWEACAZmrW?PJ92JY!Mp%tm&n-bx5c6xe#F&1J~_= zHRT4!7iQ?)t-5U|BWCZd&zFuR=MQyapMG5YQoV?}YHWY!xBFORf)7yIbM+3YpfIJU zr^ji&G<0;u`JI=#5a+c!0+m~d2y#}bo(MwU%dNV~+oHnS>IEeMq-0UDJ2eo)Iz~~! zA1EQ(ve9i{feOvYNuCs2VOc~V#M=5x&{dNBbRa>yxyiK;ow5_A>;X5~yk2WX`Y#cJ zLJuWGL+!vu2g$8Xqsc`xGCQcYbB5ZV76ertV;fvuly!?+NXes3Tx&NcOHD*99m-&c zn>-Utd=N>!BOB)&7dE7dJO1%^FF_=k!TG#>Z}2Y!K2>KZQ8QczRl{kD*SmZ&+-i3-z8or_?eA zatA15tG+M-862->w(JfX$To+VgoJWN*!#e8^4PM!b@dXiO_f9n2bw0A*lO5p>`m&_ z%tv@N?`B(ocGLGAzOAF!K$V?I)E;QGYoQqjL-75ftgUrFp7OoithO3s;}bb`daI^} zd4N~L%rDZk&{-pT9eyc-o;EoFc%^dDYjYawR1l{KBvsR{qoWP;F0)n)@(wli71+%O zzFT2EJsVT)BbnV3C5@wqzrUu@jGx;riU|`FBL%8zHZ4MI+QV|7d^|#_U_qYh+xlGb z@RU2DUkG8DWN7aDO=r6Cq^35q`2W>45xT-0Ha-d+pxC6Rqjum28yUZiaH+C*Rg4rC zi~{uCCQw$|VR#oa4BXs!*fWh*>}uBDPt|GGX2*=t0(xo(5;~Hc@INoVpc(03AknA4 zG<;#kEbrY_jz3VPW(xE6>k|~XM;zmKob#Hxhm(_cp7B(eIbHby&FL;-mo1kpA|~tx z&sO8|bIPlHpUlQ!+A@AF2o3F0lB_fL;NH>+%ywF^`P?>F++)V9<|X0t=Vz@ApcGZb ztBDs7jH;-ZLwpl5dU?Bg(Xx4kW|NsN)v>k~d}vV#fH=!J33Mk7vxC4tPS`vL;Ns4( zL8Fv(scRbG(<49X4@9i2rcPgEgv#tl|6M>TZqqmbVY!mA=JTMd-(LvqJTbZ*D56zn zMa9<^LS`Nfkg=0icQ{5*tE=S@5O(njDxw%*-~07Zr=wDP-Ne3^@5QN)<}r1b+rWmxS5hedb;3rwF}ljJZo7xsgw2B^VRirT3T9F zb90Vg_XaFk!l^qeCDj0P8A92cZmCL@Bkj=~PHR7Kn(k`$ z(C_DwXI}t>bA#F|6dUoQ$1baGRz=ZmX*8@mKCRpmzwxbXZUvt(w_(HuEnHEo>@J7I zu@uLX>b zE-(GQx9%D3c{@J7;O|>Em9m6SipqiHIz8%m9S8$f#~K{ry_8K$%OJq>m8ercsemor z_jev?D&&%-zWk?C{n0YMbY+`f{rCU6F^! zIdrj?vUlhx(UIN+-Y)~=fH$COzZo}HUl<4c)}Is2?Y{_+4xAE8M*P_N4}{K zxaH;(R20v+-iLlW#v(&y=lu#oG-;_Fo`5liO*}h8U2T2GZ$u2x8^Djt+aJD7b7mx< z-Y=*T6<`Fk=w7TM95`3(WMk+U(M>KOne#&=@hpPznvk}t4@>hMXTJ1+!;Qn|;p*S7 zR8$I`3=ntEdZ61KU?<~gx39j$X<8RT;DbWOuX2B8W%fMP=q8|q2P@Vn8G~{tFmkw*SkYI{ z@MbnSSg%^D74MUf)mJj#){fe&szZZ-NocM%F_4cn0GD87>R(TcgMnwN7?=^>wKaUY4vtCV z`|=?V!JE9d5ku-~EK*GfmBoe`V~6Z8$k~~7wkV!{Mc7wySd*@raSkslq{$UI9L;F1 z85}HUWo31=jmSDbTt{>GvBd%sG*{APj*5YyAD~^sI$N#E8F+&e<8uF-8$b^N;6%6+ z;|Yox)(hRx<$hM7Bl$hZ(Z55)02C_3hW!TOk)=8eqWL&-f7!)D(~>Lr@J+}f`rHn! zdz)uMH|G`P2dFoIFX$Q};r^^$K`qb)IfAytjHj3=Ljax+0HvirDEQvpwW9z=Fr1bQ zTqh{6{x_@xUu{OtK>cxkww!#9Menw3lz+i^Xg08gHXlPyc01Px5)+(P-9`zyc_z+U zOiz|}h6O6C?Ckk|{lBoKR-X(MdSaf z7G?to_gAmrn8M=Xxl=|4APiD~ln{nT;J*~j82q0`^5e&o2X9z_2@d#*xK(3BfxHL- zM3k1ZbA<>7?={Q4gs?CO(4!{ZiM>)tp+azgW zJodX9!rNReC$?FdNoHbL-e;2t(k%a*$!g^M4Wxpv+UB;;;4xwO`eEs5!{?s=&P$<{Cp*X^l z*ku9Q{s9WV?I1Zt#R3_xwUqpP3MF9b0}801VNKWRd$*2rqUxEE6mHd%GcQ#Y6(FKl z`8e^~LI3I9Z4%;k5>J&I~tX3=rHfXP()oleh3s%C3 zIV`v58gS}5kbtgifoB5(pgK-Z!veWJjatqk4Wv_dk|U5$K1~M=P@u3 zxCK}b8=Ow*HG1#8-$DR!J$^HHMi!!YKk6E+3G9uYJ>Ss|`M5l>bw4~anNs08xPOBp z1+FD%nmMGQHOV;SvQJU40^G8pcUqIdybk~eCJHPeC@x5&3L4Pb za@6_30E{+nud1z_K4tIXy?<>!ZDk#Cr#qVoH#?RzkPSn?jSWy35{vN?psfSwPyeDd znr9*%+`KQ%tF^A_Jeo*J)_lC;sf=iJ-)?A>@^=^g@t%ay>>2?7C}QC4RjvI%Eg;gA z-w8LweJiHKaVBL%IP!LW%~Ve!V{bGgkZC2K3-Wl@&_P&hQ>g4GA9#hReIHf=rW3$U zo)iK71gMCt6eod~$otd|j<~mFGYMg+QXMOeyB$hr%NGYVH}L=~W+M8DijRjFAk$QE zJld5Ba$gm3P?w23ed@kZ)+jD5NVYZ#0D72K?(^HaY83DBEpO1XyL^GEtAz^5v5nmy zS-VC=3<3>~?KWw;Xtm*)c#g9OODI!Q19J%g-I6-~a}v!v_XmF*`HiR*^8><_+TjDw zjirMTmoL&;&;=MLuXfZn;u0xN?XZRO4(HT-<^$yn=>vkc6PEdqrfsg9JYS`7E@3Ux zC$En&X0Uc-C^kTVEiZR-#x`E_#wXx&pCJ3*Z#<4#%|dJsaMY>uoS$QzGyW^)d3Z+E zOxfhl3h7@Hogq*aQZ+R{JGW_4`+*Nkt(e&X$pWB-BVk~>`+6Q=n{-XLb~EEOt$}Zi zXX3|AUht(J1IjkH=Dlg3yu&Xk!MeVSlVHG&W>ohPY12qCtNL*~)Ev)!~s-&fcJ;klvnyK(6Uht-nrdD)?p!B97 zD~EnOQ)=cz+=B_PU$1EibL%9R4+J*gvweNJ!2fxBvE%@ow-A; zAX(8>wa0137^y_HgYW2z?BZ+@|i<~8k+NLLf);EgiTphl4W>*;Vq6M6zTp}2D( zJd_s1WHTAIOsFiHxG6u3?=<1#Io84rAUYwrX$i%z=N#>>O=0TGjJe!R$=%$Yj@Jx% zh8ui056@z@wX^x6*nnY37tsC!!*it~m(M_eJmdUt2+fO@eQtlz{;h5!|f(d1Mu{b+y)-Oo>UE$0GW9oM$A8*#zesRgy5!kz^bhLv$~*?s$)yM zb$3+CMbrP^Gx|3S4jZ_Ey-F@$BUCtuGwbQG?8axhM`|8Ko{)HnRG~g^|L^sJKYyH2 zi&6_=jV{37IPus;)3D^FS`IJHh(22#cbye`d8CIB`wpz1?kk#SE3}m~47kWtS6c}K zh`YUu(L4-TQ1vSrD55>l0m}u9W?yF_^lH)Y%)IXJDv?hL=>7xfkNhN7gnUj3heD*vxWt@Z>YA1^I&n|%yY~mOfja&sc<#V z5DknL2c%>iWFqawE#URy|6b?4dF|pPdg$#E=T+ErrPZc>GsaW;{8hFTr5p#W=~?kA zE?80nS3QmPSQR-sFf^dndo&n~7Gm?EoA>{?Eh5N6j=KTWSk&x4Pmu;+IAn_xUYs_m za|5#u8Oy8oC|sfvM|IqO%q!JVU-K5HEUbay2OO~~c5s&jA5Xc(M!S6@ zX>>dF6Hw2oCZY@jwk2Fgg{#|qb1F!u5h5LDABu8$?!8!1#opl?3QO_7t`)VYubWRC zFtYvZ8++T_s+rn`Hjrzfiic!v=qhq(Rz|m;PWMu5?}!M(g}TgyoCBhxccDjFe7bOg#z7x`md3c7V*;XZGRoDH^jJqVTD1*2}x{z<{y zOKGJ`XjCe>^DRLWc^w)VdbxPM4ko3zf9+_C#IAt+>VgrdmKix2JO{1KY^7FGEB|Jy zISoub2<`F%ctb9ZmT;&;UOo@l@kDKZFah++`c)?OCV*w2DFj%W0Ps5T^P(`F73Q0R z(5q9;v5-!8ee$!~)X+^exs)^Dy2(ylX3cHIbnV)7DEmP8FwY)cge;i~&Gs?=4VD9Y zkd_Ypxnx<*gQ+=SY`#-xrW>Bh)#jovuf6x@VGEH^)7TB*QZ4?(8-%S=1zU^)%P!o! zhz~kd2H5@HyX_AYKYV)zDwgxDx^WgTwBn)ma5fP-JEeWz&w^pwcdZVuoXssVQm)y1 z(X0qYwB5S5qZ9SJZj0s@7MRtIuF*$RQ8}v)E%7f>R9;!rq%suM(@j@KI!rDOa8^G5 z@y(~9fR=+ogAMQF10$}j$pK#;>hlI(KWr5-7!4j+kDD1Xkzv2$u({mS@$W+VPca6iMN66oA<%PNJhz3hfvroUg%K`w>nEwcIfs9Id>Z zPp4y2U;}jlt#+8C3zt&gcoeTMw(2%H17vbyLVCM?^1q)GxHYgJ%wI{}^VC`+Pj6z= zmnSe;h@4?LHt@XR6DIxW5kMnp8!*xY&bB$B-@9Qk-3{|1-M>*#KHZ~1^3 z8}YE;+@I7qibj7mYjK`uv2EsjcgiUu2?=XFZwVT|LPJH&$>{GT&^IHeZ-C;;eKmvX zOEvOa_*+OOt3g!NGs&1_$UW$R>xGnt_g zvkpmAsfs@WHO5UxT}E)P7qq(Q8rp}u&x&udzn5p7uC5LZeMa*n+cK+J`l`VMQ~I=^ zlQqsFCM-+Hr2luB-uYfHrBR!|m*%#XkFJ6TgK@GZ4~WEl+1RXBrS zbtg6lIQVcvA#R;ulAB=?!&15no@d3Bi%Rz5^|G|z%n8LpxVu9BR_|6ur9I(W!1u3I zu(Y9eM*r@y+|fB{D>VFjMRoH{{VqR>MEO?^BOedBt&SC7P#wuSF77xZY{wJh!vX4L zb*sN0HG#P|eCS7T7zC*(Yi`a4wJVTL`v6&iLB79qOm{0ZV(gBY;o4`CzPP-Anyd!s z)-w{E z*@;jdpVM_;5I@6`nLK2pvyn}vbE%)|%b&P#D~;16@9s`Xv20B^+I2&dcb?>IE6;x< zPER*n0-oE&4~foV50{w*XvlYANu@7TP2M0<f(#r`Wz6>^T(j1L{jkmI}+g0N>tAjZWx$%1$gXi#6nQCT%+cn z)AMyVMTZ)Wu5ktQYesYbaM|6qw^zV!h5Y61`Lj$Qne3AwTqrD zj%JPwDZ;?g3F_(Z0|T^Rv_RJ#8Xhh`W&sq~OJHOIy;N@j6Z1Wuw#<1r_mS{rZggjJ zc#7w<-m750n#zMW|48tP^dg`(0C*XKLKj41 zR7^}-PR>SKKscpad@ILd0N3r#ed%Y4e5RC}7PXu5ZVg37F!vU&n`0`L{<5Ec zAj}eYA>Yibl|>~;5~h29D0aonxX{-M{KU8V#cLua$n)p6Ytt0b)&epnMiD~=c#;^3 zhUlA|A=dz$G#L#!%|qUvpu1-XISOoVMo!si0%JoJ%jMsy$SpleGP0X8GP8aT$hic{ z_0`q=KZzm-$uLZ$b+UYBI05kiFwcrPO$*}u2#}7mKhR7Oi!rC__6NXVit}27G7;O4 z>oWm;2JCDu1P6i6I|WT-FE5l3lb1*y_gHw1t2ZTrwYgkM6nkCzg21F`t1`?67I{wF zRrVW1xPvzj5AaAbNl|>#j`mv!r@m2fx|=9sxuPk3Vu&a(RMySOAu@|NFSx?Q4i0KU zfNcVpUB8Mn)6>zh{dTG}s*3?ecokLEhdMfT6U7gUOG;`%)p6&}9mkB+|5xMx<7aP% z3qX^NE#_=r(4_G-;Jmi>?J_emp6ctbwdNHRz;s=z7|#VNZek zFKc1dKse&%B5kBroO=Cwn0}?;3OOf**SawkX6tS)qklg$XkW`nW|n2h>CQZzczq9! z@B)1)J}1Vv^Paa47Fl$Lk}-=%oopixPY`aP7g^s`yYaLp#8!(*ZchRCiomqn6@zxkpVSYw#Y2yx8?Km7d0(FHW!)?fxF zTB?}}$GwRL9VPjl>WPbGr9k}npzgj9@bgO+VfW#96Ng%A|EKPLIPk#Z*yoU@FFntv zR;NweO6reJM=ulJyeTnha;-3H%>-Sx!y_X@qob9_?<*<( zN($A7j~|`PFrWNcD_|sdpcP%71BsZKOoCO4N--(X!9W7D?nWEatJp4f3R&R)Z!PjJ zWzUV%ys_%3>|H+!eJ?i~6EUuc(x(%#a0U1D2H_P}>UXyM%?UmUL&$qz(Z0Hv=?rcv z2)%Fs9+|!m>WPN+_SDrNkAe$wYd3Jar$+@?ZWw{m-`f>VKtf9T2e{Nu;x^pk;(=QW4Kgd=06MUrm{rd;6&02to`m-ObmNxv*E-HsruMA4QZv7sRk_P20ZdY2Js@`?c7W9k zNNI(C&C@knLHQ=cu|3akB$00Bo(G|0!mQfo{JP07<8rsuDL; zM+c&)sOZ|Y=T~Q-aV7#dt2lo;xy*iz1_evO4zd;Jwxa@_=gEp#O%)Y<2>4yP^t~tO z_Dx#-`!Sgp1T65YkDp!wr#g6zsR@DW8VAA54SG$)PJ#EIo!v#=gN<+QWw(7VtFJ{9 z3DvyXm+YAha%b!I@G|R4;l(kT6!cqmAdJz{a=5CO6!`ZrB!bZ{xsS342;B9r5#o5N z?699jgdi0LCe6M?#!1kqEw9kwx%vq7onN)C<6Wpmy4}*tAwU1ZwaIGeNf}iiqo+TI zpZICaLvV}UEusL6&pgTX4`4X1?3S$OZcS5E#gkHE)2q!AWar&AxS-r;qaE|QfA$$sD5 z@zh2uwk@O8kCvL+;hTyI;9M-OzRE;^1{xcij!TB5`@@e0x0dPnpRI#alplOBG!I0? zpsghVe*PtJS=oR@PCoViQ{QH704$@VCM4!Kjj&JU)aerW^&2A--o7f=5?@#N=&sVk zn2dJtj6W)>E@!6=Gm9f4R=@dJA?JIle^DrXiW#dZiPUz-8tz39*kEmR+}%Zi8|{so z#Uc;~_Cbe)9?%&;z=i4+wum{^2(Nso)IEY;>+7bpQ&}?p8%j$ST!9V!r1*laE2hbE z;e{lpJ3KeVUm}VZ$JFxpl-K<9rF$nqvi74E4SGJyzbsa@Iup~B1+n0}c0sP!gkA>r zCv%PiAL_%YWS9SysrO12RIuS>p|;DZ3jQ+voTNxZ2)P zypyG%s|bI$t~|!0DN7lM!V_!fRtge~*F1b%K*<>l8Y5rbyM_mPfiE_fGEFLey#CEj z*hNGU_5y59AMkJD{hcU*dU$AgjZ_E12m*#(s!_u#*OOwIt-0Npy)W;Q1%3o zie-RWgRL9<{Cd@E(eA~D5U-RQI2l7?+oL+O5!)VH{I!*T9@Ra+ ztE`qIlr?g~k}rw}81c?4WRHcf4(W9@mrqn1fF3wYsSS!VRV!X4A^mEm4n*l}c|;%{(iM32 zlVpgJ6g$3sDjZw@)37CUa*>t5FPw2{6#a0EG(PfoEfpPkA1n7Vln=3r8^zfRcTqAn zdmHPHD-La$K8BRwV|w6!0X7uH%avXIN7hp+wCc3~qqVn=s;Ud$056>aDj-qqJU&g)noU`}Y z`;GlR@ADMSK0O&T<8HpRYo~L{!iml>E;-J%aqy!IwSwAg>FMo%$82{Ck)KD3PHkQs z8S|goqs}94bYG&a8uRQx5n8wTO9TPe3<&E^=eE?t>!6nOFlY^qan>t6E?#wD zy$|a>r?$sx%sVbHE+y+EhawU#aR^sWpk1v$iz+mg0kW8(U&OQVQ+#8kGrWiWz3{F=16rW+l@8GgyXv%n=bb? zt>UY12(ht;!0&%8;8U%xduNeJl3$&fsu7vkZ0sGKZpf2H{rooqj@#Xr8eFFv*7BSD z(8w__P7J^U=T-NYCck|rj#h9loC^2m=P};rDmwP8p(_|+H#ZJ~`To8G@z78|0*-?I zd-=8aAv926*#;ah$>~74VFx)(;wl_?bF-s~lf1#)=qVmgG!WZV`NF(!R|V*#gf>}d zF@^S2w*|80@oVkvfH(}!(=$4CgMQWN+}J-*3s86>OI<>VaFFp+#iKHKS(JKi8y713 zmXr+Znx2VJ*yA+os#me^8uxl6<2kmMM4RSXV9I{+0N;QIdXq~&?v%(i`!%NMI{Z8G zKGSOgL~7*X7QCc3XstS~HUKYU$jqF1BX2mwmV9jl70@lE6(0xaRW;_8HD*d{dk#|r z%fSF?Kjqv2edRSbd87F?oHCJ=VdDsy@X|4o7u{FdbS!SUac2Q|0%~DL^EYN&Z`kP1 z0CfFgd+hsm+s)D{+2K4+2L?9XFPtN471S~pPIVgp3ksltzV^iu;p1$hc~Z?6e3%cL z+M?)vaLZpFo_akIP$P%a-q@|c_GfDwjv*3;{Fs>I#%}bLOqkNV%d=1oc_=Mi%KY2+ z;$_c+m(T}|w2xCv&6$EjQXPJ$iqqjCj8A)I=ri{HT&Z&0+$$oGF zqvwP}z3Q{3ss#b17@RbfdaO-*sz)vx@7r7~O1rpTt>!UIFfddJLwkL@(35v5U=ziC#iW z6@~DjE`@NpLy&lC9T|c+Y)b64*a}hG@pUr;!>WM&1l$e9vQ)JR`kC?!x2tfL9Ia9C zgX5Eyr*GHP1rFFxJEO->a3d|s=fP_~vkY!HoDP8|6dQ`iiosW(l!&>V?vPNf)*S?N zPiOochb3lpTxqEBSx3Pt9d4I3NIZgup9CDaRug#vsu-W)$e5{ z9d|=*Wm7JW!x>e<3}wAPT9kMrClz|+is>z5DXHJlZo;LRZX4Q1+mc6%R0(`N63^n= zWcg;Ow06v6=%N78 zz{j{b^W|{ExoJ#H&HNG;)Oy~3lV%(*8&7G-uPZ$ZgM+hHU<|-l8ou>E^Z&R(ka^0| z89{?1TqSuU600J5h=kPmy`2H_tU4~bjM~hAutHS)v4O1bXmG@bs&QU88&J6m(~?my zF=L*trO;p;`E@+~{l9zaOU&1{kd#k;!{~;F6qv1&vTT?Swb<)1d~(s-l8A~q0@}Tn zovu64*hRJMmx!@IrL2A4-_Nh|hFjmUjwhPDnhyd-d`Jc_2k6k~9$_S3 zr4Xg?n6xY#KD+jUT+$Se)TXp1P+IDve#K;xvnmt^KOF@>f*E~Q$6 z@Ur9Y7I1?)Am?d2FV`jMBkDg#{A_(W?=M~E$6DXs9lNpn_Xb4a@C|?a5D62UWrwSQ z--F)d7OeXagh(e_3kjm=%_Pv2ev4tXimSOU@A=N)2fpf|-(%GwR4Hk(BnBcpZZxPt zqLRq%(q0c{r{lMiW$S3n9sd0`N~KM88xZshh@rmGL}UHQXe^yLHwx2^<w;%xoc%I_SNz@#QOJyD73RYLq2?YOdZ@?8!AxwCkzShJ$e3@5F2;S~ z8_d(ACQ3_TlpXxRQ_RUV^ts(F6LbkWPSSv9Ijx+WSJ0bIU8!LJb5KjC4lgkI(izf3 z8%)DR=PU3#KOlfdNz0_EQGme8>m>n$pqQFQHY>&G^-NC*6Q<-R6r`r(JwO2T>n6Nm z$;&gPSoCp0y_SMz7r?A}7@zqC>MKmtHeSgOCuaaWi^QN;PEfIlMO2b$W zY}A4)rMLG)lvLa}&)c7~I?nuBc9LH0v7{tQF#r@{( zP~m%0lXjmV0K&9QhM+n%(M9~ga`9+k{IN7k$rkZG^(ZL)`ds^O7pp|ff9G6cFN?_P zTtxE-&&7OIhCZUlIJQulR+}_i@TftXAmDoXxNhSe4!-6~fxqW%$_0wvA_<31^`W|d z_rJ@$5Tni#BvseD6TwdH(ZNn37pM2e@F+H zgty-f`MlmfAjh7^k;q0PCz*U-MWD1b71K=f?dgyH-wW>+|1?fb)2~68pTvnL=Si7&VF7M^$h4J0v0>2%iLiE6wkYWZABHX3%GQ`eu({&2i`|B}IEitoX+=d2_duSwd^BXgb#> zj)!-cSq+sJ8O-bwyQ*{dG!qJ=kriu)M-wFp+WO!_$Tj)=wQ|sRM71rM0ZuYzwtIwB7A6H{N{6yI}WB{+zsY(e6{Dj<}jV zX$*ag6pqYQvMbW?k3OKV5oAnCh^Al&xQR=6WYgu_>M-)OC<30h*mCL4(7JBZn4XnZ za`8K)z}ioiE`b@|VC>+2(XXPCW0#CHS2-hXeYxdgCx*MOC2h`r6sSK zP!Y`|G(59CKA2Y<8J}uXD0FQ#1_(58VA~kQ!J})PBEq{D>w!=REMquunTY8wxW@ zBKxVVXvq5>{XObL55}89uS}#)E>lk}ZetVADa3V8+Sz== zt@vs1mJ^m{YGVo(uUhqU9g=$LI3d6S*vY zneaK6-}{Z=7iz1@)NwAq&I%agu6SeeiKjd@pu9H#f;_c@_F&5uHw z$WJnBv}~QaZR=gdiFGy)L`~1s){YUg;*lMsn zzHq*2qqQP(254<_}PzVZhaW!Jx$lwCrswJY}qr-$Gv{nZa>tWfEZ3({3_vyD@6N+p72zmuuIe6tOQZhD$N`d8LRg>pQ{1Om^>;mQ9UM~5tk~%`=>PHnd+?0~*c;tp`^{W133>Nt- z(tF2fr?y@=^9)z8bX8VL2@~eK+~rBfwxIr_JCB&z?*4Ag72Q1x-a@^Si2K*hZij|c zN?!lvLIUO`!+$VmY;?47TphC9!!A=iXn}WdM3s2Gv;SWn6;#e z$rTo5mXA`OqNx)f!wV8e6R$m7%Ad~W+1jg#XMOZ{JuK~SW;t3OsuEXvpJe_U!OA9m z{MOI)R63hA!a7Fo$F+iEnvw4re<~mpKoUoD5(XI4apOtM*+>^sm*79a((rM*b@yVw zXsZ^Xfp9Q#U<_m$xt00H>P29x*xSrEp?Hz>+?=t!^-2K~;^i0<POW){!5t6u1&9+;2zRCoi-< zDVp9_A0(Y4+6fB&m7vz2IgnF!ua-bh+nJt2IFiIw_Cw;9`s~+?k41r*yA0&!Y-Wq^ z64|brL;W0EaFHEX#hT(lT zI>FeeaHMV>eiw9|AhFh{lHKp8u9U6CruYpVH>GmBN8*Fr0nzm&FXSCZwVt8f&*EP4 zd!YL(PN&~)Hs&hr*MZ?*$5n}#^*A@YqES$2sFZdUQwL zYu0sYXjQ-QP5YH;$D1#2UQfB7@L?d*Ol?WoDQsXzd=gpg1_zxYAFNg{#n zYT#l(>^zQ>0arMQOEFhPP_T}SQIh`a#pQ(1=<6lZ~1b7#akVWob)$h!= z?)_v+N3l{sFk8NuWQB{1i=yd5k?)~S?4dm%N_ZC+;48XbJ1x4<8!rrv*f{&eNbEPC zI~}Oiw{*LxrMOlxTe(M@RXx!8z;Ye@xugvcucK9L`3)s7p#Bwjuszv0tR!eNSwqUZt+S*mSM&|H#tL(Z1Mq%Wn72n_;kS z=lV+q(wNe{y!XQtV|G%mt9P@Y>B#M@Z;Na;)A+L@*`BA`W(VI?q36tePxRrZW`PZw z@f3xmx-vPK(9`)qU;AgnSLI&G?z;|rL=%X7IlRN0WVHTHamns^zx)Z%FxLZ{2nCNN zsV~p~c^}@@Ebs#o&%bRk`M}}4o6Z*f6W%R9hLLCXo{z9uv~ zIJn=tk@Lro?_G6+##(J=r|P1owPCV9tab?(W!}V~L=$qeH>ydJV8^l@hYAJFY0|fR zY(1DKNC?cOC1&y}3amJEYUsVlM7N}x{hXJiot>xC zIuc1ez2f%JnNk|ur4*)&(n{{fejPcmzhE*UqJWrfAFC-RlkGl1=?iah^0JMIhQU4} zjTSK-*XtT?*LJ%8NIy=%U}epDpoNO{tta0;2=n$5VgtW3@GM|fbm{ah)#pjS;hp0owh~k_~Z=MewkseY;i57A=lOsTaW9Fh|Cq_ zZS(pPJhS6bz7mn_X4$QZNSRnLxlO|tW}92ZlWa^H^EqD*yB_eR(W$9jz<0J;)ib|? z0zd6R)sM?&jQii3{~$p^T%0tj2?@ByI#Y$phStnXO^<2E-=e%mvTfy0S0R9I{rdH* zQjpE!HUuI1tr4wjMpm=x>egj`WiMJEO_yqqN{`~4dT{76N;CHHR$fuwplM-+Lp>j8tb<4=F$Kg(%5SS zbjD}|_sM^Gbdk8?!mDz!91P=d&|4;-eodR}*$XaqOuEeK{@&+s)^LG~$-Tr%k2?qr z8XvN&Q7I#I$W>sZdiYisQ$x34#;xo3;7FY~9Rv~B(t;P4qm64b5#Y0D*Nq!5fLj@t5SNje4i^U}e;Bw@^z*Mp%^PX_ZDS-kh0VKUV`g=(UP^9l3JEPLi7CFYP=N3x5Nor-R%;N6K*z=X z!r`f0jQP;S{-YgLzR}kv*$BB4Jx5XvYlDWc{PecZ)e2G}QhVE9LIggvUT1vBSehUZ z#h?%dk_!9?b+Q1Ty)Hg0vVc5+>MDo%hp0k0v~bExNnxUJk-)-|fiK>Hrd4Id&gbQW zk)CsmSzwcbokf_(6F7P+FCxEwE#Jz1u)4M^S_wHl(9qzJBI3iI&33blJDykBX0Taye*=!%mGa)fVFD0`! zmh8rcG=6s@K3O?I{Gs>{@x#c?Cy&(dF~$jhqY`S9)fiM75jx`?Uz%9!BWSKD@V2^0 zSS3^CXi4tE1hO)S^am}*r9N&h0~J=v}&CRS3?7lY`}!Mk;5 z#)0_FmDIVdMIKr*ETs}W-Wsgz^q0G-F21{X_9KkXohjDMk4i0tiXq%0OT(|y*HUya zy@&M)%Y@uiMMdjb&F3nDJ`b9zO$T8&>Zq-IQNzX}*;V-($UKhm+E)wX@z5R7WM|2M zjfL4)?EC~$#m;CKN&Y)X=E_!ACc1hLb%Wy-vb+QjEV3zlk6Zh5iEq=44BN#rB{EkR zH104sOD@@g_C+S2QpX%W5f@+2@3EddQ-{T82#=D@hN~aaXO6mCtzU0sM};?-gca_y7tPV&Af zm1otc=>(O|ZS#f<2v+l`zEeOmG&zYmHQpCp?yJNx5;v+lag+LJ^xt`ur2s7P-+6YM zb3s9OXB>nBv4R~O|8z|VuB#&ts6)dg0IWUAWrVyMUDml7wTfM{6%cwrLV+h9Q<@wq zl=*|U$@9+2rOvt zgU=$V+RhC3`QIe;Qb{N z$o*5>IBCFB?`kytiKjP@nOtHi&G#HlcFRW(c;AtpF3^ z6kZKPf{b_g!wWJBYJwZzgkMQZ+52c06G9NrzDt3mv-vR2yRFPC>3^AIkSxHMzWS2d zy8t0fU9@*+)uuBnUu)IgY4Y#KiY;vBr!iEem65u11`l2YrtW17)1bg=;}V8voh^ndrBPEK5XFX845b54BZCnB};FW|K&xq&I2#EL}FqI(BCcY~~Fh3YdGIOzvkdwAD_ zuGh9gRs{Z|fXA2hQ(C`>kFScPgxWW2>v6zN8oOeG%@X`|SJftPMMe$kZH%`W^M@yvoSo+OpNV!|x8Q{lm%# z1Lm!b56bjOCY1~y5B!}9A1hhH?>zx#Trw>A;wS@}HZ zMuQtgsRiD=Y;`yAheoVEo}&pGU|qIh$Hg9;tuvCom*Y)4Buo&r#-BmIR{uQt1I3ux z;jjsTn&K_D4p)Oa>)EPkX+@NW@%~vqob9mO9vz<6Ozlq6SEfNl?^5e>TJLdGv_~mc z$B#^g8~5u1URgv7(BKcRpB!)6%RZo0=?N^&y3rpFY`p&+xDTe!g+Ke8oBHEI{WK~{ z!}qbiR@zo!+l*|awJYkR^LH}`Q$Kwv#=ZCVPS~4@KDgmPdS1lrcv-&aT>-ZzOSVg1 zW=WBY-7KVid%xtK^xgfMzUab(6?rY3E5k4st60Hq^bERR4pYh1VZmzlZy7Mo@hc_S zythMg4f0%S@EGx$&3heG)ho5;O(<88#_dW`ZYeBUe<@FlDlK<)Bj=BR8q!DId!g*` zSi=0Z=rqv*7fk2WFUt45s(S~Uek&|vB8Nr2>J}R0+J4`d1KYplWAO%VOgcshHth7y zdL_TSKE4F-L*k$;>e35C|GQR|T}-)Tei(F>RLz%y13zRSIoov5bsqTT*yYId9{w_v z<)<7=C4#d+x0_#9R#?94cg}Sk*pd4NBHP;O2mU=iS1W_acZ>1Jv%^llnralFqdvQ*AlZ1&&RV`abw)Gs&2?pn4GkR z%&)apFm1AFBWQNxQ<1G%L(DgX&RF9o%L6rOY!3p##ICK&TLZ7c_&{n zryennn$6}t=OVTHmL{Q8^7Aus?8ea`U&T6x!koRVF!r0M@5Gd^U(b(tey~sN@^%IU z|7D4{>rKiccYg_z{8xcn?Ix!3ovG}}-y_q+mW`A(gE#{%G^?>^@`_BGTQn4vZ%?krot$CKB)~0dE zrH&2cgwYVyJW-iZ?>D6-0yhQw_x^WJ-3zzNPCN!}@>^>?+TU|uyd!wPd;%Lzf z`{8)BpITe zM98gOyFoFy~Xl9bGi2Ted1tUu{R!W zVK3%EO&$5*;8axDO*)HM1<&WWY5kKC$wN;K@O=vNrKxfb-RyM5N&3e)z%UX@UipUc zY>+#w*QBaPuWTVzY{^dPFTjGPvdcZW0-3GjZuRxjxHOiGgU8{(^+|W`)OkVGm0U&! z{s1smp#%{(89AGK*xxRXh{LeFR6{eL4}{o7T8Zy znqb^yRbXm~>@`=@SoZpae1U~ICdZniFxky+ZAqPvwGi&rruS^tVw{Qm#kb~t|Hx~S zAr1#8V>} z;u{xTbF=Q*t!(+$oH<}^5=r0lN<7e@IdH-hre4QrNi{1cA;YM z#%H33QOUF0GQ{U62jc(6eZ5;6+FI?##kBMO*NK&Mm0uBD%W@Hl%f``Dc>J6YJfiyh zT-or)47}X$GCYnjnY(n|^N>pGf7}nzW1hPBo)Bbo4DuRqd_->2W}vU>jqaBspF?kL z#l0FEADwJ}zv1ARrm+!pqAudx#oQdC-s|Z)6cgu?NH1YmXn49VXkaGtwA`B6b%}c9 z9`OruiPbnxG??dD>FHW))X9ule(R08hb+Z}d)LO*(pjOV9i% z(*Ar?fBIXiSI<`mk@7f&8@LLk?qA=BsgtvC79BjY(NIE?`iq>`iVT&`vGbDFp5ct} zOfNQ^3&sY0FHReYKAMy~!aDeF>0@phqnFS2&1d??7r$Q0Jp)y?^5C+U1tpUM?3v#> z$lY0OW>riJyRz6jN)5G2o5)|pZ4`|!2=IF8reQ3&`whDg2(H`JEg3lE|L19Fgj*es z><2?8xHoPOE#={47^sNaQhVGK(LT&*R25&_9%7WfefjE@5B;n!o(r4uGU}G#4b@;$ z8I+ye6q39MVe2Hb3wmu=KNPiriPdX~aJo)h=xsxBw>&O&BEWd9Ea$P~Om2Z;Ox+Kk ze4Pgc$2LzJRn{@G`L)JYdSzMjMaGhl)9I5FCQy#gv6tZ##Q2NuC2M75U%|9%r*L4 ztMy-3RgCeQH}g-DuxD8}N<70G(mvC=v9eLCpIu~2{%6UEx_37^D$e)Tjx8rO{5Ep# z`E0xWaJnujXNm`I6?HD6t2yDLu^&!d@Qr>pv#Y?7m(8Df5e%_@5?*&fGl{g8g<}|$i`ZqxQO&| zM|sTiS7~^ve!v<0E>vBSWF0C*D(Gv)%Kudc_E|i6U9&;$Il*{D?$nU-R~d)1-ZhJB zlik6dH?;?NzvYIr%byWMqPY^U?JPUqHSx8PGy&kI3O(5|?6DBZtCSl4^NVzxgqc-i zEe_fy%iC1(@>}M|m$1aXUV~!UTxCz5G2|PFvDT8MKlHA;!>Wh95N)LLK@k~$3yn{Ms5@4iWshqW zTV2AN#d|Dhdj(^RFr%OvfCMCv3iZP?KkyI@mn8s#2j{tD-E1nF)n zuwgv*mO3$qMi}^8DKBG*378z49s|#mDI%pGNs3*1{mWntV5VM!h9h-Rn89NcIK_N( z^KFIY%+rzx3mG`49cuxltdBAMm=pqx14D}Q(*zfn>e*MyqRHPrv~>Cg69b(-K)6t+ z1Ba&ZPimWXYzLaibc@AZyr zF+7-wC@EsWHL=q2PX6gWK8NmO;TH_4^FmOE_`PKY7idFMLd3o-Ep}r&d+WAh4G(r8vzF)Ep<<_g&)F zGoiRT5$p4I@eDO0WkJslG3L-QA-*>U3Zt@1&gn4mY;~Y$16cg$L#Vt(PCKNliu6kUe_hxf;n_%?47<8 z{o~We%s{N`1mzbYCurqHZI`GgXP<*aWxCF7)OSGV4Z(cp?lXV^z)K5n5eAFn zucy&TC`j5y(u^xkmaA40dsQ1yZ!HnJC4NAR4;4%kGSk9rlWRJ=W!vpf^0!CFdJwqw zSoYdw1LdC0lhp6L5?qc@=sbF$2>eRZBGks##+bz&ve7c`ezr7x3{KCDni#?4B1&^BxO4upqLo0xo zAr^yNW5RoXGNo^x5DMNtwy7|K+}QYjU7e^>#h(deb71p!^D+~E-PUm+X7EuJN@cG< z6uKjBf*ppt;ngo-a4hws#s4W2M}5R>acs`DI~9JYS>woK1u`$Xc|8GEO(K7fQAx;mmR9|PZ> z1Gt2n)ryWE^4!9c5B2REKux+CqZOqzn~MrI9=g&3h8@N(dlmQ<0~g{K_R@nc&}M?^ z`ADcK)|bd(Bg?9yJ`&+NypG>aunZ~v-k+4Ee}4pBD^hV!-|hTL$wDM>x}n1{osVq{ zYA(ruU+n?#(Cx1cqm(J3)e!pjmZ12!C!(*d-5!W{6(y&6|NfgoQ8#EIC=( znb&+%(8AM$ZMe`LhZ05`EjH(JT2_LFOfE%%1yZ=@LzMg~^zaL#)asys$;5wDPp9YHDaNlQzE z+EDR7eacWajolIe&JQ~128O$1aQ-7uwnpHKfHvjZApbQSQI0A$!Yzj@xw%^%61a`8 zAeIgu#K(S##kPBidRI13y5xYyQ0S2cV*BzxtJ&@#W(2LF*Pvp7iGy>Mib`kg7?=}5 z{R=%hF;R>4^r?tGa%2kChYwsV)30Vct0F6JsItX-PIhE-=V zmSl}spQ;f;5xjS&2%uCZQ0l4BI0-C))j%c(0M$J`Ub`vXd{Mh6x6ce~e6yT|Ufb?W zQl2gWbCm4BwdF1BQ~id92B(#NEI(*2zYi)7&=e?#64L#@uhKouy^`nAod$BjBv-De zw934gd1rQaVc>f@)Q;F?rZT6%p_)Zf0oO{62hwu8^v0KOadoZE!ja-EFHa{ZQRDrVWI{Yc z<2unG$CN6itxXA3_9&V^uak|k$H}~}VaiZ!o2V9NSWqaO14w_|f*XLs96EHhGW7y2 zB}e5l1Fg@I5zxF;tmRcDa2f>|cpe>?I!>8QY5u`R@ZE6d+C-G4>o9`(QFsbmj8IfV z!5>UaOh|w(xX$M+f!Br-rD6ED0Tm4m?G=sCJ5Z?umEtbgh-)W4W#e7&c_#=#!RCZu zAOQ7NfDf?8Af&|L$>|X$9NS@kzux>s@x#HzCAbfRXP@;d;*X@{;N^CfpY$7H-1r>? ziC%w9I97b+YR=feJufOcBa-{5>lfEY-Fr~@GeCExjGyTKV+@n{vFab@fd|c6e1KIS z7h)jyTa8yTDf(-sZ>Zwr#n78 zj!GGdbMH{Sy7jI=9SId>$C3E_*(5dU9o&XbSOBT^d{Gji+q;AgdkX0ofwGJhK$ZQm zR_o#t)Im{@j&z)hQGiCnvzr00cZ`SIP!ri0YoELaf2q5T&X8pWODxAQZzEd~Edp?PK(_ zNk0@61_6S>XA=-(T^3M!y0r0a&rSX#0+Jbge1xom0@4vGZ&JSvfgl0a(EOI!QBa4) z&z(aO*c>Qprlv;95#KT01tIeB@yE}fi`@6jz_g!DreMD}wmom1=#RYS)G4^Q_?07S z*nt|ZDk~>PPnTiZ9SmAt^Z?t*0GoYo`!F>kGSc?4?_Zi4E>FN8SO$#I8m%? zcBCFYybprQMMXuHBIY2({OUSa@bF{|~IZRw7G))G<5Sp8bbDq#d{*C+J!at!Se{E>7w$K0v)4 z)U%IXHkT8qEl*aL>o9*_Zl1m$PY@j=y6hvqN2d!h7VP%eX;JGR#QWEX_N zd6#$8)znZW{63JbfH{J$-?X$sQ1Z2*}5CIFsMiUr&J!ZbfbFBvnn# zWzX(G4TB9>KY}2e@tw=}+zZvw-wmVyE1uOwMg5=~5``kcG4IQi?gkdM)e_suu?p}L zUOif6wy9TXX*VaF1{At?7dldX&-cy+35!9k=4#bu2$4#Pyi2eU|_9XLIn|uj~~C<17SRV(X;)xD0N){P|I_I zx%27~0P>sECL*EEV-R0Y1*Q3hmHtl=D2jp;+MbRMN8n;h0aft7L!I*4Qvg|{PL#~f zU`Fd2e9D_QDNK#!>z}GGTrfpv&3tkjzh!gPN-JV-DONed|fihUz z2^Opcwq!xuvT=7IhwNw)ZJ)W3oi=5 zu_&6EecloP{+*Po&=eUP7bg%o&tEp>kv&l5x}`0;25Lmk;C1w-LrP@87b=1wFEUz@&VL6tv8b@~qKk0#+G!2(!En7Zw)X&5?aQUW)0x`U^$19!G%=Lauoj{8W6lPSjZz zH}dD#&l1Y4N9Rgx#)m-v>gxb(8*Q`#0opwfAX?J}#xa1ZpcZ~%FNr-@e0)5Pn6550 zf`FVYBQrBV`NPBGv;h$20db%N0O28u&3irri3H=VTgPc!K-UHqS*z4KaZ7;5;KQoG z)BL{Pe?f6R1D_Y&s!_ycy&2-5IOj_TfiY0dY&R0zJ)#Bf6cLEezK>A>PX>&@lE%^6 zn(Za_rCky8Utg4gt%=jTn|j(Y^1+|yfJ5`{fi20Mt)9!k#FSM_T>S24l<*rA%hzDG z2F72ZCF382ih?VQ8Sb=>3ScH)uhi(P0%JCq4xk5z|IHs>TgZ&ycsAD@w!b-f!WYF? zW_;jL1N)lEX>I5=0P|3+N~kBfbd|65-!-&|^r)B(rlR1rrT|JmG&<1InVB)1zR`E* zpLp_5n(CgY%HaIdsEsuNa4Mj(`m1$zeNe})rlm26Ad%am-;UNQvbD-~QZNmav?^UT z+Dj}3C`5gPf$W0@R?&-G-mR}SJW-G}6b{Y%`};Syw9x$8`t%+p3xy&_1`N_m(Cx$~ zr1+~04I0;$-(h$E9i*pcq-a!KNl7dU1c{>WfLsNJx+O_0B4ubu2e+7{y#WR!1(ZFF zjOf9J(xE7r4ZL>#vJ{%9I+FutF*QH8Ys1dX_%cMPvS%m<0#?ryWTC-P)r?lVbD@-k zP@FSk8v2r0Qkfi)We7)I;@rxlen-*b1A9II$qo=-I>dZXlyP%$ISbTY7a zID+N?P?`5zM`=Blmd1jmOB6Z34g2c2N&sor5P&5N%;m6^N#Z*ewidZ@^M?uQ!LWBj zhJq^wd`pQSv4l!PZa#dqZN8Tzf&`Tnl;jdhtqJ&8vcN0Xp1ghgmgVkUCO*Ehp}pdw zB3VVn1Cga+)|_v)TU!Dk5egn=5DD)l0E?ilyL%C^r%arj(e?FWs01s`W0eIR14Hi7 zBTMyGg5J*xR36CHr)#xoBA$QLyPke`f3lJ5E(|g1ciQ}%91}1BI7m+mW{~FHN1_7( zP&|sqh03nFZ+LB-I;!GxuyAdSNb8MO1F~}vp>2bZdu8qH<)Uk~=;<~FTn2>;J%48d zB%UaNZz3AOqp`7+$O@2K!ogoK?davmk-whcs$05zKKg@jW(iuixE zT&KNZQ#=C?4`~$!uzh#Gxg~FT_WtXic^%{p9ubk6AuBbJtW_S$c86A)R`^h}+O2R4 zMd=OzxTUJ8l*ns_KweYFvQZ5Az*w0bu~=&)jhv!l-ry9p-vLZnbuGcs(GmD-{I>+A zz4k5vX*#f%9i{C7(oj`ddG?=#0*sagAm(alrqh5t<0^^LNl)DP#sQL!yVW@FD}7Xc zVKoRPOegVJ9f2GwWY76XH%FnVzw|etPCqnV1Y}lV(c55qc-hz}wo+45cYWzjjPcUf!|xc#+Ed{PbAS!=v(T zTH2;(wWZt{9#hH;N-y~sXx&pGmlEOln$GW#S^TU8e<>08TDav`t@6-aQsCtPFS#?U zf>dx}(?C=9dJnXug=S}GQM_M^p4}iWz6=UUg5X2n@4U+s@+kfsbhKr<#v-T>CF@yEd|^G2Zqp#mO?36c#FL?TvHAKe~k_o=D-mkH-Z)a!TWD(M)_Y;GuFYo48Z*6TQrKfB7`qt&;=SzBO zAqR5nShgb?@`y+V9^V zixxLF6tc6kS2s7+Wn@D7S4z^-(jU=>{7OG{6;vbKI4Ise?mM5;oUW8b|(cj(}t)WgH$H-F^ktSo0wPb%%b z)6<-wAS`DWmv7nG@~o_^cj6ws=YhB)DJ3O#o_}?1?d_8Lr5^Q;wYBV_p&@QgPP$=d zxXt(P-vPl`CsMq1!sA;dFE2lxwza@5D3I`k5e2H1fu>vsTlmL zLkWR~K(I-oVImL(gjoL%ADnCJ>+=?BcDkiq^Qco|PS9i{?^8o4`NCzs%vI+7G%H?Q zSh%&SjL0xz_CqL{nwkCBKR8ILsj2xQgXS0f9)T_v_wF5eaaEO7WMpLL{Jin6d4!lG z+<)e+lc0^t*VvyX_m!j25tqc#F#RZtMsoy2M0i@B-9ue+6Lra^U%z4#Q&V}8lao>3 za~`HdA`siE?rG-mijC zqtFn}WN$xy34!6)AI=idArOA1aD4>g9Xuogp&5*hi$EA&hu{3a`yf#??&f1=>5H%^ QxE4ZAT2U%b!Z6_f0COQzkN^Mx diff --git a/master/_images/sphx_glr_05-layer-norm_thumb.png b/master/_images/sphx_glr_05-layer-norm_thumb.png index 085f80c1543b897eecd801d9f62f61d5f4ef709b..bf16a68da0c56bfd0b9aa692ba67e3e89e8d05e4 100644 GIT binary patch literal 22167 zcmd3OWmuG9*Dalr3P^(z(jh3_5+dDQQX>sRcL+))%0s_x#}Ex@Mkv;*P!7T6^v1gSx5$0Ui||3JMB=lA@d@3JPih_PQ?;d~eD|0=&`?SLT)io13KAoJ`znIzElb~xu&t_0|4JtAg~^deEE1Cc==F(; z3=ZS==K_KG?_7KA;lwi9M5GMhqt~y{VyVSqotl_z4Kl{lFMwZ0B@l_ng5)y1|>>7tDnc+-vN&&kB_`rV-tTyD5eg7cG zsyD8N`xTA`K}2}Cd8NLCiF|#rrxgQMSo=6L_$^!Bh}{-xzYYQt0tPp0%Av=cSNpQ^ zb*y|?V&X%QjG^)Tzc21btkFV%s@`LRR3xM9kD2$N&2yWol!OFg8X6i0lOab&Fx(Z? zn3$MCqM{EUKepS_?C;K3PI~t2S=+$C05}IZ(&>R5j>Y_T&g!Sc#LkrGw*CH+r~CR& ztoGo-B^jZiXmde#0Utkpe8$e+F*TL4zweS6cxg{VOWQXv@RW`1LtC3v;N=D@o$orM zQIbQ_{mdfcz&*-F60RpM^&b&z%`t(#GuEL@di`%qGF_A@O|M>Xrd`p1;^+7Ka zE9+>X8huA+XNqKy1WV!v(`Mhrot?q=1k}7#vFRevkE$6WB$Sl)TakJeOj0F`FtQ(2 zIYl_3VU8xT#4kM;(Y9xePOt1I2*t$9?~+vupR%*#@$m4Vp`(9@jkO+17v7$4&05O} z$^=7R8F=F>AM;pRN(u$KHQqfsn&>qjK;h-(m7bpNy#=pL=CwfEYrT_*rG8leF57f8 zBzk?;de=QT2;Yv-LnCEC{zNV)DupzOoj5x?yLi?>t!1vKzH#k$J+yAkf^KD7bW#Tm zIlM@ELoseA@PJAnirb`N|7x!_Z(<7<7ne~?Ed6S?F@Ag7K{ZQau+*T+#l?kzkul`C z?a;#B-tg}n*$*E+Sj;v+zZVuN2S=6USEyquIB~C^unQd?F>)vyGImIapELY*SDV`F z?c4a*I)3z8YZX$Y&-v}MWBjqNIC(T?-bj>uUc18!a7kBBPk9*9Qh;h?!{ckYk7?qWqWTxuGb^LK<59q{_b>W5wo3QfSi7hb9%uk+#c64-n{tc##lp*)9zc1v& z!^O2M9rH(zg1gZS;dr<_JU9fHRg^Y^p@g&yPh=V@HGN`1z z0OvtdP*9i)I5RojosF)ldd|~w{=}%p0X)xW1N5DT2(5F|0hS!CIKE8!LqL7eH@<$lEyPNOa-54b30`F+2t3jYaCg$ZmJ=vPT z&i34yW~M(oJ?)v9p;o76cpo1A#eX+WbhmC-A~!Ejc`p9Lhx%CLG(BztI|DOjPfUpY z=t7+6LNre{bgT7_PEBonnk?{&fG+Uy_4RjZWgORcZ<&3WZ4e!5lEwBPqbWMmoI8T< zu7(#~k=fD-$vBZjFlkT5@H#S5hOc8E9YD}*6zY*9U* z(Td@#q9Ikx;~cDk$Oj=7oo$0EP)Q`*@7>XCIh7DG%bVbvs~nA|E>Nzs9}yLzSYaU% z_!O4>DPR${*$FJ|?5M=ki97kCcXf5i6{w{3^wJ0Ur@;_rf6$7V;^=hX5j!(Fuw}D5 zP4^Xd_Z-iiKW67!$gmnm`l9i=z!oAWn&8-j@AT9Azv!g}vsV9`JjstaVISSa_t- z%bEZA^Qj68bP#1N`oFMo8dl>3PfqH~$Ia?qP@UYwsB5`P^>4MLbVFHdm`q)&K71>=8NnAH+L7 z)1VuuVU0uI;p#xW{{??%BvI?)jZQ(Q2`BmEmxS{1@7u#HRurKl0#rKQ;o(IQA*+m> zZwUI!^>cdUZYwfNe*LmR3V!>Pa|@q$&!r9z+m%RQlX4&p_cSP z@9#RQXH>DN#4ab_GRtftGeq*8*x1Oe;NCu&rni`0qKZl2TD2ePxaxt^~4{^nPkJ|zKng|y z8|LwY_cMkt@gG|#sAMP{dS!2q*GC*?YTzqm!G(pa-QC^azkgrw%ct+1pQi^gyWRX5 zZURW+x~2NkrlxdPr#pGdN!%~|IA1{n1QrxD~ASfo{X!mcZeonYgJ??WMV zF49mWCWcfj6+7o{13nEc7-sWDne|DM%j1wbA%t~weEbcx75D1j;$l14ejqv7j1_78 z$`nsqTC$XnrHTOI9wbR-qtqB0;m`H%Yd`EqSwx_la*B#LH&nOY)sTXIn$A>v1m7N`y1Ke0`Yx5}Ro+$F zE!xqN1#mNcuncR$=bDk{D(VToocy!~e;)v-ae1AwPt$$}G;43R(W~!DPmS+7 zFH_tPjhKW)T28KOhija03K|TybIaYWUxVk)NBO)Q>w$0nXR}^!vLrGQYJ4|*wQA-ujunp%l$mPD2 zkO;aviHO)t|McY%qRw?r?Bq7!to`N;#--cQ;bhiKN5_8L;2D90AzRG%TFV1%WI`{! z;f9;8U!ZRka1LxeZ*22NH`eExub}kNF)?quqDUqJIGLEjS+o3qJW=L&n5bmpAbG8B z;&OGScV&o)X_8g~;VnY>@R9w-y9@5-u0?U{+@cXSKA3uQGV$+U$+zCa)e??AbMzJ(E zl<^uChlqX_foj`5j-9Z1VgQHueTJ=hX@3E0W1PjPwgj$1LvwpAxUo^P%4Zu#1)~&F zhqC$j!SpT#A==lE!}FFA6|phe(&r}=`~4h{H>)|3**@-q@0n%|Wxf#MCg8cPCrmp9 zoInu&ET;vaAy_AywA$Vvc^1Q=ThlfWh;e$u@7qKCe^}3gg3hUN_ercga%-b_uBW@bytQP_w+m-|N-M%73=1+o9^0XzEt$k^(lIcA zPmzKjIKU*uE@hFEYVtL!oV&?!x+tMeq@aAHh%X@&O>mNi%)0UGI2FNz$0+5kWj5+2 z1jLC-DsXWhO+@zTo}Sgqof+6}>HhwVyO;#24y8Bi}l|*e*sb#JNxUd57!l-B8Z5H5E2&7L7L8R^GZt6+uGU!Xb7U8kg*S@ zWu-m{uU{cKZa$v|A91wx#Dcxibe0JT(C3`!Kp&IxG0kjP=;Y;%buFzw3*m>*G;1 z|I3ZSm4E;EExT|4CUUq@caSk;s7*nZaO)4I!SD?!Hd*^ zjXAKy%111uIhW`iX9bmE{ZwJm@v^qRn1I8uCg?#JKUGUF3ViuB{}!^=fj4TeDbxX zfArl3XUb^nY|}ncA+Cro-fLcmqkTTmD8RH_Pg;wzmt<*4JNj)Gj-bK9Zlj~gr#i;k zRCUoD2R{o`p*e4f%l0sAgVsQCLPA0s$-r~~7pVjxaxh)Ei@STCL6r@sY18BAZkfP9 ziJ2P5&dyGNIcJuZmSl{LY24R_RtI=mIjuszCSm+^tZ~VKSp0=1ZPxtIAJdPjs`5SA zU9{N3b1qe(7A)iQt;TDQqzkpp(&1upc1EbH8GR6y@;lW|(+NEJntE$AQZ?J9vR_i} zRNDupi}HoTW3M?MR{6Y7N{KA4hbv0=7%>^Ic(Dt5T zf}CXiFgC0?pkS`6U z7waaTZ53`3;b~^UwnhK>`IgYeDa2{R6F6AWqaaJ0EKwi<@=R&ef-78~&N!c6TpVl^ zW-YC+E6T{A?e6Xx*SUn$&iUd~P*7kIP;~(%f>Ole8Au5C_<%;#GX~J<=|je;@E*g4 zunLaVjVZvwa{4)u_7DG?(Smg+x`8m!V_Ij zA0J3*p)@*@v~ptH9Qyg|*9f3W4DX%pc3kNdyh*vAox974*8bI7ZnKscK(kEsbkT=X z1@W6r)c_)^{~ILCj#Tb={TJ8b&SqGbVt(BYN%bM7RBRCy5|d}6f?Or1G(dEqYu6%w zeuB8JedDSrlb;MD=Q8|V<7i}*q+zcZ{FkLrwHQ4W>w!A@+Sh|$c(%5JGwkfIWBs&W zp<|aQJ*cuN<`&Ut?(XfqXN&*)oB2SPuIS5m1qD0r!zUYZjS5GLbrp4Xr(NB{g6@pq zP4f*pH)Y|DUw;_Qa_i*xx;^EO3Z!0HDI&OOfNIS$1qOa~Z+HhCDbJd|dpFJr#fk>1 z4@XH$dPatll2ZHB)CEtxbrI*s=x8=hPEN|ZqL1un&OcS*W<<6_MeuHf;gxYdSJ}aS z@LE=6l9}%4S5fGXJxVv76o7YHT3S}LKi$enO183#H|wE&PY2mSUTvlZ((q0_!8nFJ zEbwMwR85EDyHaAwON(s&gZ=%sJod9RT}FN^%^^a1-GGg=IT%*v-G(}g1--xjm`tDb zfccs#VlakyX-_HmOI22&CVCZ@VNn^Zzh$9Jgpyw_Ht2dkOk~~!=irP3Vren*B>6cux3T(YV9>3>5Ge^V9z&5W zzo6s%VDmakHN(Lqw#ZI|_IMi?rU&CLi=@+>HRk7jQt}WtLG$NNb=yFPNt9tRt&6x4 zven*s`j!iMsBQCYLxc6($p&^t_V?-7ZqfYw+O^%Gn8cLDrV$@E2m6$0>2zV_*IQ;T zm(?PR6`qbpdMsT#%v=dZ35n=yL+#zsC0ihGA)t-K*#+lAX@x^!0IFngJdx93L3K+! zJVJVsJ2_Q&SEkMhyJW**q^JKf{md`i1j+xvk}g}pVa%v*4?lif=)y(ne99~%q@m)I ziHIV;gDE|P{;)8n5xeGnlZqjq2Y#A+t@9BDus!`d+qjjx+pBU3UES{PlGU7%qVe8P z%!O@EIMKmbN5`1J{Ot`=V9#sr6QyD9X62Uj@%6Poi(2NdN~_)?y>dDrFMQ9=4hA?h z3nUg1kM*|Ycu7@hX;k{4Yd%)h^lT8@?}3HTx6u%qiwg*aEr?ugyIHYC{_|JL^S;4BYXC9Dj(^Jv2?_BATzZI!iJhM> z$Ah#*fK5naez4RHbgt(X9TT$@PAM{L4eSdL5)mP#rd9^o9wglkw`ki$hydil+e?r28463w{ws}-o8O(y5VY4D zqnkH3R{&oS=i5%89*$|LRr;Pl?)7RwtnL1M#|^_GumqZo*y*Gdpq^phxQzZ(*{Tg? zNe%;P=)Ep1AHa#1O|5@wB*x)k-Tyh4`joi2aE>7)2{eGvG+#i3wxNW|R*by~U zSC?{f;tmN3u`8pg)6myfR8<{<(m$t)1^Up^+M3>-@Ehc)C#F&TUAyRA z-#$h!9t|(XiH?1nmHARTjX-XH5e0iH1Stph9+N2!bxp$_ivMXy(s%<;4Mr@Cpi0=a^(`rke{iis(Zg z$<6sF$jD6+-CqI7{f2ZyLjb3;%k{+Ra6M#nP`STAA+kf6r?~PHNVmQ0L8mD+Z3U5&1zXjhgUWHB)O!N0*X6Xh<6mn8|bX6lMPQaGQe|b^m%My z;gc8X{tP4PPkC}5&BKer4QsS}mm3;8#n0NN5jACs+6v(Qv^DwoHe*uX6CgLI_v7y^q)cbNGNUAYgIA{@gUL4hwz0n5Rw2Zc^g$3l>_*gNd-C}JB+*`H0oWcEI5UhJZ z-n?CXZ8wGkMDN{ZJ%nobGcGU-C7+TXCyP_J+>pDu=jidQ&(nKuSAZ+=e?}>O7QvR_ z{vgI67+{4c$gg%(-!ok}K+_9jY)H7EzYvYc+pSGGYs*BGsY)wsHa50&A=gl#JEwO? zQ_SSXe6-+`-L-!vL}Y`$k{Mo_XZ{lf<{^VW1CSd?c+&iyoDOpj9A`RO?+9#%ryE2x zC?}buTCR3QA7G(Z*$x-zz;y5F45+sleR16^>n#Sc9;(11!483~7xoo08ScbW6@`k%YB++M!J zBBa5QI{G(wQ1trl>Ctd|_t%6USeh?GyHOZt+u$sZn2HY)mfX#`(X=EU*@m&HA>?I5 zWM}r;`i95jWwf;rkYa9llBuTEldXx)0u|msv8Gch0lRF&XJFOPipod@!#T)nG#63% z1FyY7ZPKK{BL@h{Kz8MGn5_87y?pvpoKWd#VT|)x14bsF`rSP72>xG)@s)@y%cJ~Y zzK5kYh$ZDbo%SDBn3DoH(>Ew_b2Yw9G7DSyfZ-cykT9`!wggnz#8UC3NYbZgEMBZ3 zQJTsDgC-|~cc8DN*k&$*ve))pa~hcP<=tJ?Dx1Nm`1nGQ80-X6KXMmu|EX#JgzMsi zZg)aFM-3rBnYYP?ULQ?}UKFL(D-sk?KX2E3kV%l;{b=%5$l-Oux2Ov0p&|9cxQ3Hm zcmWE%Fq-6Tks-%uK|8FxB%s#V#L)y^^o$CI(AIiA;7GSQlBY0L=lT>>Llo!(9@*Ni z9X4!9rU=-RLN~{96yoVty$W9?nOhsV;D$A*N!y(nwXPctLVk566v!~&aXJK%Hc`uL zr7VzY2cF<*3=z_X#!Kpk?Wv@7+}&h}EWGB3#<+buUTUy@;!8?O>R{4;$ByJU!@DE1 zeft)u(~>TLR<_)n8ns+*a!e!M^*$dK10`OqS4mo)g*L_GvRCxkrwe}&j|D`KCaWZv z-0cfgsDlz=G2#^`B!ZawIHF|K_|I)SN^}-h^W!FVW~pnOYoXRlp0Irs%9l(yNODRF^s%K>66VRNJ6zF`y0fedu zx(fuAr3)atdM`#$oL{VERbF?$$OBkz_00UE=0exoB5`e#?SZts+Rgq$M>LgQ>3%~Y zA*vq_k-nrLRi#mjT|T?MZA`svbfT@c&y%RJjfcY?uI9_2%N35204X>3RWvA!uK+pb zK4|%#Y%cEZ-WHa(0`vI~?Uf+Ns52F93lL%Q5ODod$JBMFhlT7wog`LBXF{T$~ojt3uHqKmOkE@b>Zfl$3;hkCMP335l4diNKJM zgTuoPB$5nNG+qmDZTr@_LJ(Y9jkdJqm334 zvOlJkkbr_u-nNznlPweR45u(v_jBnhh4&ZA1X+W7Db_0doRKm3nOPasNWvo{pF2)h zZy6Hk!A%;!HT#_%f{kX*pW?mWjx7wTknbkStN~1}wi^lkH<;$W@rPNr%($=GeiQ_r zR=|^y$gjJzjrZlG(cD+~ziiy6=)$K^3R`tJer`$V)Lb5VdntJBSasI5_5j zZvNSor0o?#|#n#x`>^i`PtDHxV8s!LB|ugeeQ@zVT=5{{(|UVoQyS zhaj!~20K-P-n_;sE^O=}csm_`Ac#j~WS_o#k(($pLH*g+$H>aM_Wqp|C{ZZ12Huoi z=>xsZex_yzO8;)Gh$NOuupuDAOy>(;pK@C=+z^dSW$i)B0rAB%8d@U3OIbw<#6UUm z*M#V3NPx#4A*g{X&=)(w!!ZOsHOn)BW*Su3VQT^1p8Rxg$8c`F`38zS_b7d&&ecjx zT%6;_7bDxB;Z4t7b`@~;aOWy(ie+Ju(?lU!DCsGf5lIeOk;JP%kz`ne+Eq0Y*Xpzg zzqJeq)`X9N!n;~_f8v1O+0pN&X4DVCcy zuOneeT!F{%Dno|5CJ~y=UtYwXlHPh!UQ?3A!o;d7Vb9&$3fa8Ja=*+>;aGV22OvEU z(Xl(mirE!`XdK|MZ@zz81C2mid2<|O)33#fXS4l2J&*V%blP`z{O=QnO?yQHxS@Ra z1wfQhZWQELdrf&ZjwhR#&dvElPg3|XOO_Z5zQ)oTSjq)6(zpKh$4+kxjH7?9JBMq24UNA}Bei$eD^FsF2A}Vlb z9BDi(jIt??UcAK+Q0Ug={k?Ck;_u5D{%C_V)KkyyvL^F1U16dsCS}sRZ$*DM(5DwW@Vzu7#$+>Gma*gm&_g)k0L=G}iLW+ehhNlE#LcNYGktdoj%hYmtcAXknUsqp+#gk|@UIu?4cIqdA6Icqc_OWO z3&tdF2s1ShhY_HHK1uu_6#u2gU$u|{GGXu6+FBwRsW}L5K2GDJ8f7I#brT~FT`7aw zu7?wf!P;bmbi_wbzB`A-WT?9+VU4{)6d+3&45}3oumAoXGyLo{yD-3mBxeh9Jx#Au z0u~je$>xO_8r7h}g5!TQiQl4#izp2NxoC%)nLU1vWofn8j*Y}S(<*c@u~=n7)%?1i zo_(uaLiQO!R85%RP7`AQ5IRoUD3G1IE{>4>r+ta-?b2`$=Na7$WqwC08d00A*BnG? z+Y!u8c?o62e<@F!&|J%9)D?azqpiuf5XhenkfK2*bZe!<7XAt&@b~}ZL(V`wZD}c6 zfk-eBCQl$3_vH4CA%jlrI7w;~k+fGw%Y?;RRe~4IgQW8GeD0@FGS?b%;i+&zTf*)6 z@|wi6v&at*bL_R&|5BO;(T>9t9kp(gFcfuGDA8l*LdeZZLXP2`i$8@Bly3t+$3){C zP=tmp=0s{IJIr87-j&L{-OvPNfl5H#Xn;qbVeLz>hlP#`6VceTZFCB&+F$vm~5o^jV~F?(Hg8u3Al>Lxg1Q2cfiExP-Wl| zWAnJ+Mzo!}{PPnM)}b9RTH`C4qBrgYhY))X&(azqG;0AjMBi!jEI#?S~ zGciqb8{$2cx#R`eb`Ux@JhW#o#97Nok4-Kg1hDi8LZG<@tf#ke(a1DNRSh!)imlLu z#NIG&uu>XR$o%EUP1uy*E9p^y5JkM0FWH5|@0%!^;!!_jaD)Lq2r?fqoMp)4?~4_y$zZH>bR$0ACN!PFKcneSYwE~k;G|KfJ=ho z@xk%FadQ(k_C8}eg)|U#_yhP;yJNjMFLh_AYQhh~7et{&h1s{QZOmOgM8LgC!X(v| zCF~vS=ZH+*cZPK=shQ{n3DFDGQKw(w#;Itc@5d^@_C}`;_}XNm_!Ff)T&;X5_KV;> zk^+XmMM8$ijx!fl(1%bLNHNNC7EB*Li7a7j@1BCNOjHi%@OA?#gX2oAgfDk32!C2P z(NJFw-A7ZPN0{_i-gUIpG6Z0c-M#eg4H>$q`NkezGi)FEwv!Or20&_QbcntQs;7 zpB^#7d>YHyDX4?m+|Z}$r;o@fG&`%Xp#EFG1-`Ql%BDSBrVne(6OH4?(p^;wj+&9( zd(iF`rXa3(P4k&Trk{$JB9x83lm$xnA&*GN8@Av=7+P_~SdrmtR)8_DuB$=5=04=k zeMPh8HuUMs*RJAHt@K|)ec)dgcJK4DEg>o_LC&M$DX0ZSBhQY_OueIn%G~QRz9ix^ z;>}B>wf?fjdHtp9vlC)$EutS6*EX6*n$qYeH(L+sY1AClIb+eNM?{(gMI1K*v+ObL zIYnDyzHc*Kj_t|b1YcVF8s}asf}0-TdXO3e3I}0~vJsJNW&}0Vf7%kt=BP#)tyr1v z&_cYVcNp0f)6q(dUnY$>tZ2?LYaVIUC-{Yg6=Mr0`zAQZzMv8SKoU`6;G{R-dijD` zGU8Y08%`>GeQDUp((<+}*PdZDY$~pu0Q+ckB&*K-Uq(~F#Ecm7y4c7Gmqtx;sBUms zKhR&e`(A!4jbEdWf4$!dq#%dougsIfFtOq2=u23{yOgG7 zP;Hh}nA#8*JM!h%@ep+EWDzKPdGje%U|^vC>6C3cAYg!CxdBUu6@SY4y@$j9ocA8J zgkaOv?Mj~ABkTVy(LEWUc-aZ*Fm^$m?Ot_(6iknev~rD6p`kjqPthY7@(-2XsJ&f_ z$e?*6{&S={&-iD(l%WOH)T=4|Qt~HFPohqvdxpEq!FcFvyIe2sjeaCEqcDT`O|blW z9%FuH-XY$3;C0f<&2$)jbm1{j=wESwzFX?UO7C@*e0h6!T_P?h`IV<8s9jIArDI|+ zNnwdT$J$Pr3PYf67`aE^dMEz}|Ihuj>J;i8C@=A(4~i%glvDjR*iyahIn8%fw`$60 zM&(U@K%*jBBD36ur)ry7V4*I1zpBm}W^p}}M57gp2(22y_ zfFCsl%o9wn{GJ{@pnef^&jIgcbbu@+XOl3ZZYm5J;k+u)AY+NH+b=gvYo=}Ug26Zn z;(~6czlXe&u~ZEa9nIsNj|0+{*GcWR{y0zf#U%PyUp%#;PmXO26V0K^8QU+B7H{>H zyLzQ1nJsa0y}7u&t+lzE(OPwKt!rw0`^1)in78Ig|9vko;Z2aG;-ysDVlBUnEu1v| z^&FmQ;eG9bW{lpCpbP73n^X3?Se@j#_C3@)E!-`9Z%fcHv7;L0hr^*-YX0s}H`hOR zoeKF?;^Ybp$Xy}oW#|%GpwKz`!`e41#=F8;FR6aH!!sK#5+0>R3x9GAHKFjTl(d$N z)Fg6c+QFf4<5~E(ARncGLy}1{b^=$Xofnb2Qn-&{tuRT$Sn@&oGT7Z!u67ufLdG(I zS?TT95^@I5*$C@O{bW$I0QRO{I{{1H$CJ%|FL_$8`A0@ZfWNc?I6#5ypbWh6_J8a6 z9A|2*d*f&)Fr&IHrC~_T{)$J|>UQkkv+IIOJ2;2lW-QuWYMdJX?VS74oIWHLYYOX~ znM!jRc6lQ9RB>2sb$@kWg`9$~eL>~<0P}m>YpIzk$tn}Gw42PGy24f1*a7_AR^(|C z2tgNaYe{eZN{~3SI?wGLOPD-uTw2?VEC=c|-sb0bv~#IQS-qo!f_NYMZsq$Sl~}(- z6>Nr}l_=Y|E?M@J(s$OEx<9bz54SavPqRx5b3`lb&TK9o7RC`T5D?x{8E|p15bs~J^W26uxqF|bb7M4{ zC?z6gyRkYR-e)xBWlw+6bQlKkJ;82lduQ!9_%e)9cG(E1`< z#+YPm#r>+_$paSj?s3Z)mZ$PnB;ff+0!KW`W>dcH7?N&0R04}d+DV#Oa>DM#XN_cO zLuo7ue16`QtTpW(Uqe&V*ZcJwoQktu8D1*+uVM*b_(-b;kHN+*uY7UWY`t<}B7OGQ^0FP@dDJYy6Ww zGlIkH6}3{|3#_hs@+2B0D^>XIbInFZ=3#@Ay>6Why!JR}?Qy0Y_PT13g&~*rHq{ar zSgs3qf}#jw@(c7-KooTSE&R7YL0cTyx6aSciOI;ie^?I)x&M0*Nkrc>F_8r9qogDx z?Ne2@^=p}aLY~`?fsh1*su%ZFIlyK=U+tfqScBS<9l{V4f5J!Xsu!P@h;gr({fiZJ zt~fr|{0Q%U{00kP4i*@$0{m$iVOia}iHoZXo6kJ5oy?2XOGZp4%JXB-L^lPGEsq$D z_&)SBzs$@e_a^Vobuc(@=o5(7p|fH2({a_j#9FsLx$$aGt`~Ya^=G5Eb+i7koie7y z$0WmTzR{R;OcGcLrv`qJb`A5cS*;@TmA+-&c~`SmYthQ**{M%wbp6;SIwcMv^22-I zavEu8J35{2p;}8r7qqgm()Uz_KF7>K($nm(O1N#8IlSuN4=*FVH*xyC>txf7vNooL^OD744Zn0=?8~ap+WOyXNujw8jsbrwiFc~yjJ*kArZ5HANXe}eNd7mU z<8$iADaz{kvwc?s;PT2Xd|Ab!g+ES@4Mh~7{}Okzev33AOguk$i~1e8CdJpk+%!Fm z@%gKDMpr#u^1O3!b|iyPa0jMih@84%xYPkj1Nd$hx3_=YPd~6oS5{Vnq=3S1{y8!6 zLtI?X=uwXrhBfic9_1S>iJ4PMtMT|8tsT`j>k{owW_<>KymF@w9`p`5uNi0b+D%=e zi<#U87O4A5iyRRSTm3mz`o5CCw6cJqyG4L4EqFItR(U%dbO8%`$x`*fH}K?KZzgC2 zp{i$0YdmoN6I9&8)?a|u4Bf-P!BoLwgQLs9)!)C>Wn^VJ8cNxhwg0i1>K~xN)XM+u zh|d3u80VQhd2I3`*d7plbxdnUyneNYK;4L-{55?>tK}Im*nO>h zTs$8gNp;NJ)ktm=O$kH#J5FySp%mlqws^_{3Cl_`&pRhJszofXtzH-8;%Q`Pr=pO& z9CqNd5`b}WIrS`cb;lTskgD0L=}K0o){r>fU8HRXj|-!`gOwi~I!Gg_wSurs;mqULqxT}D!fZq_U6-=jICAlu{a0O~(-$DORLTN51 zIV<&{6Yde_s}^RajObe)d^Qx)@%C9Aj!z-Ooxn;~ zM5w#@FEsa0B8L+WQUuhHvSR_W9jDvQ85sS<`dx+c!Pi>D3_Q|U(~RMzb*SSVFE%|Q zD>;!z=(6N&783gI@oL%rlSk>1)m#Y;bU)&YvXA4m{E{*M=6G6ugI~c2a1&nlTOum< z{zw$;r3?*624O9M)iMocG-hx;JMY$GTTcZ|JRgtdcdq|BPQd(@Fdr_4B{>KKqKC z*3Ca9&uN;diuNv^x_^S`7|&qA0n4`DXcCX}9@{(C%!f0yHw?SM~{BSZ{pvPALY^-9vom`P3sUW?9>dJ&Y2} z1!3b_J*p?(&(CCsG{_i+q!-BWEr^QNo;gx)U&NQp!Wc2CLlbrvCS)9w4Itwj!(k*J zkC4k=gzBxsGu@UbT8xjMk3~Po*g}lw>Z)1Ks;+qgJ>c!fH?Qs?#{E$BYjG4WYJ~Ns zNviH8&&gfNFKsUPc7Bs1*rTc@Xnj#*AwaEMP@&7LswxrQ)9m7IRyq=@@O`rbZx^Gm zCF1*qi-qu*k9Nd|acL8=(Hfa)o1fD#Lv$xZdn4|cANk+BF_=>`tYLk97WqmQhF(_9 z(0|lng)qfUTY8sc#idJevm_>T^_1p{RCOpA>n_xgD6CV(bC~iugAZFeDC)c{DU(=Z zaETB9X|XV)Nz4E5QMREJRV*I7BRZjm76>Ky9E)8OoAo#iT9_Y(bi@@5Sx-(I&P-6E z@z!!5J!|sFw@xZWgYgL1|^!H9<>3F-?O_ApkMWagAk zEK$cu&{c2soKV@@($Tcv4GXJ714O>=edGD6l%LXLM8|$4Fh?Uxs2s;-ad_HC^F~RrOeymY88+%p`*TARxeVE{2!kzf zS5^v#LsCmjWFO0DC;u|#l9R|_+Fh?3j+{Qxz?S{;OI zJ-z)UU1(!bEq8lKx9%VQ0nAS8XAS<$*_t`~O`C24WTtG=g{ou6Md+D)n`hgm%Hl*3 z6gm4Hh&{pYCA`mVV3oz=&$W|hnNoT<*tHF%soaT%tT)Sw(|?I6o&DU6q2m462$^M` z;s5fI)eL8&^zvA1Hzb+^88O<(=sl)WE_9+t*!)M>a$=Tp7m+NGrz6#SyfE)VQbKzt2K>3jM+AUQ|O;$N46T~OaXfBCgoN7^6B=IVm zqLITIe%Jc{>z6id*SowN_@G-JTH7Ry9eiX$>_O4hRMhcw3*{}n&Z5?zos}T#@mZvS z^W~vEm+8)X*gqzz?O$d1jmdy+Nz&Y+dSQF*!o29is0ed??A+~LwV9f!y-lYMYJWuZ z#GcoNoE|MML4-sI|9F)gq%D*!=+M)!Ul=}ararILeW?N3Rky>tA&UrPIiJctbub{7mzf)YseGE) z^^U#ToK*t%pA7dVRI$cJ$69{G1vbXFd^Oa=kWj$6I}%PUm#U3!wMQW`YmI zGLxXcIyRsD`{B=A1-nO+QJ>)Qnxn9SYLRf_ub~)G1O}z#riK@!fJXbzExQAJ$t(uG zc@Mq`Xt{C!N1NLF<*L9%p^H|>NvDoD7m~>FE!IJCx{bQEx&7z((+&C=`exN1#yA@F ziougoZmRs96a|gPpv6=DP*)?lQNK%f^biwtYBVgnEV@x7Fd@5mrDnS(c#Ud z3j5@}fD-@_Jh~cYotB)w@0pe>Rtnb6X8xf3xY2@h59%9F2j!TLYm>n_Q1}y}BYn>R zAGV6M2T!7k&2Rb`B|Qx%wg%3_G|EAFfC+3CnnJ?sB6)!ZcD!0YQw)Y63Rthd0Fmt7 zJJY9&g%}X;33JsfVT?MR`O$%JVx8!wM=b<+AMy3wAp}-I^aCTuc})RpGh#D`1}SA6 z;YFIjzxk;f!pO$)fvvG%fAy3HwBZ7SI)gSn%dn)dh z0&k(ct>=1aL5sWk{Z`Tu#2rJx{~GqIv78^gKB<679+OHUj zlm>8JQ^R`Q`J9nG9au^;`o+4hJCA(CZe0P}_@9G?fQdA<#*fM=&WZmNoV12X>h+?`E@sQ@ z9hce*KT=5wVdB>~8sbwY0&~EvcR1tRnuCP+EQDa+J1+lgdz4d97zIv36xB?zz9yd| z90CGnMn+WZ$QjXW@v{YEKpu%+2Ar{DXiX zZSX%-MJrF90QePAQBm(5CZL(@H)s$AUicpHHwpY+b8~Y{OiaAM7WTqlT`Q-2HrR?Nj-+})v6Gj`FQ zS?e~DDwqwvMxq3u2>tH#>Fk{fq56JE+=nYv0=Gwx5t5YCCkp9PLi-hTo0@FS)+qxJ*E^fB> z99kOXO`CDPQ zjFGF}U?b?31lR8GD6_Sgir(p)G4S){8m{rzHKYf71GHACBsaP9YqV(mHQF;ZN&>H! z@RUVcp=T;!J{(=l@-9QV3vFfGT~LG9PNagOB(~Yk?MJ|%>0$zZkLQCoQ-XIv2MSm2|nFb489HnLb_2B1Gtb< zL&g8&Jr>%HD4?yihFcm(Lq!L%rG`lDdB>mf^XE^7=g%KjO&MEA>cNn?qZ|DmbV@#M zpbr}uWAEPvfkzdK1zsN!1FX=>(s?7<6I-ii9_XjXerUh9PW0j9csHWl@3{1cx*B~; zAUf)BwC|vo<~CIzTrV5?1m8(6m)%a<7lb|nwfwEayxo} zSCb9S1l@cDjHtlQFmvqux^UEWsS6j_fkF4?#ms!7d>$h(68F;im7;Mp4VLP@vv*n| z-=1%szXUG~m~Mz6EpNFjIRP!8HQb#LgdrRd>v7vmpPq4R(A)((0j}zCU=WxaxBl|@ zxlIfdI41skAaKBp19RYC@C^{tOQ7wcnE(AIE9kZ!I`zZ4hC8qH^;b;rR*Np(YQrm^ z5^(xKBRV|;_;{;WXkG4<7MHo%oh`5j_%`2o=mS4cBc)nJl8A$}RzLoS0OJ7m55O!4 z`lJ<%jnm=Es0-jO<>cfRR#&aJG@o&DGV$?!0=mv*!=uBaBQSd5CLW_Gz>!n^9e-dP z?7{ms%!7l28g9&B(C2=?Z|&@g;L3|DeTny-%;2pY;1wLX+HBAM=RGK>mXeNd!Fy4@ z{+~Y1J|63{{o_})O-2vynulU#g}M_Wv7V$>43SMwEKEq0q^(IR-A0MVkca4DQ=%ec z?($GldANiUMWrZ)s1PmcO27BH*YB_2AHV<7i|hJ+&+|Nv<8z$H=kq!A{s-?h->B$2 zyVw4{+}*>Y_R5~!FE6!@l?cTVS5RKJPmZ`8_(8%`9Wm+?w!+fN%I#%S zJ}T$f=;&awK$1_+I^C+oIdGjP-G*$k^Lb-Q<&jyNA#jXa*ej91@cN#GBYlckBW-`V z=j~jx;lXL<=H}$WmbNyBcE@;qml{?<*qI>apQ;=Y%H@{--_O^-9eB2k2a&AHb{)Zi zfZzY}x6O5FlJkyvhq%Sv&NQPA;e@na^>`^c5~3%tku_&|i<_cAh0cEbC?pEHrz{1UjB@Zpiu z;5`jItLum_^TWeHtOH5^$@K%RU0t7|bw`I@hngM_2_X$&_@JuzNtmMAQWU>X47oXq zJ$}3f4OzN<>L>i+uKxDzZwEF9zInOQ#-?gz!^rGi{hs%-Hdr4RtKo%CUxGFrBaMA! z-g$=Z72{#rHx}LMPGi2R-nD5we|W*^AM}g zT|9JVM;jL45X1V;^|=>mXZAjhV&vENbUB(`Yq&-?<7aRDUzGxNx2rzmI%_`Ep1ch+ zkH|^JhqzU;O))J|aS5{5Gk(vU%I5gOq(!^`_8XS%S}f~bHfi3Liff??>tTfJ>d#> z_vs{`FU-tNKn2Z(nCP}~qneSYBBE0_9x|xE+GMV8Qz8sB|CX!!4e$DQ-qzH%O|fLD z#7(SFcc-TxG-(csrrIV5#|ntAc@wTBOr5x&nshJlcQTig|?wX4t=fH16# z<#8AJ*1_QhBr-t_JgHYBxWl-Mh%z}r$JUSUS^Pn^1MR{!>=PObew;<5w!zps1363g zyGzj=qFx=HeAtl_nfq%!j;DaOrd4;-iu?7Q=l)&N66>dc=t`4 z5`uzA070+st|bvo{HOjlHGPNnT`W9yKtj975##6tu!3k+Nw5d1lTAboU(i#uEHLox z$_7NUxB|7XkLTC@F>;muL^F04rYHsztECEuA<5RAG#>>iw-jOIOn$T4r1=ycDgss! z|Msk<)3(dYIpt{L#CY@KKvSd9=KXQ@gsHXj9DVe$!uBS`)Epg$$SFwQgsu}sJWtly zTx`a5su0J{-TGkSG28NJ&1I&$|JJ=w^y*XPh|@N?+s10lzrhq$6;YF5$=to~~D2+8DML;_7znyPN}_d|c(3yP9F7jwo@R3Z2!56)MSucooJKxO+)mF6Sr=J zPk46cw6*l?JE{RnAGzQI2js}@k&%i;moJa#?e9+|4e=9&&DwiTl8uLR(ayFCC9>JB zr{Ow-fFMg7n;UL_#L2ecB4uc3XrQVX5D*~g%9mDEp;eRE+5PyhQ^mz*aH2iVmg3|A z6eRL3#;Thx@$%~Yv3P=xjt&d7dGltiTOr6u=O6opwgaywgzu=Oo`O4wkqn=q)*hU{ z3f<$6V1a=>4#M;Jg%*N--O&+yu%HA}(5qCDo=4VEH{ALU- zn{k-$qSK|kFL1rXse0q9%TSr=2+SB&-of~F%+&WQSU40l|H8x9PX=hh1m1b03 zh!*(~;K4{+OJxz~2Y0j4>3e$!5RQ!aY6)_Ysivl?`uZ1QCfx#6y1Ke1c?+pKnr)jz zgZ&B4f#G0+3F_)L-roO~P(LMr>I9i>PHyg;zl3}aVaU0QBmW7aCA`!wPAKAHf2>-fHohqs<8+AHxL-Lr@t zhnH@hq^vdc?p;D;s?E{48K(;Wg1Fy-8IT9`j)fm&{me6|ip>TL#R)Ik&`}2uA1(#1 z3c)A|s#f&Li}a~3i0b=GRa{mT@7*JDb92LDWWk5`J^Kh0Ol1<$sk_cg7TgiJai6!b zxZ;tI8v7Uq4tV9{8IsSA`b7MG&$LDDe&50F%qG&Bw)FPak6J3`0q_$hEo z{kgSK+1Un<_rBZ8g5rKLN+kI$jnNmI_fF2eZ-XAl`f`{j9ki~~eKp?-G+OO&Zs-4c_Wl> z-;8*GTdx0KR^&o~{(+w}XEGs*^O;4_cs+;-+^YVtSS0zH&ByryL*Jmuy3d%Le zz6EGrR$3ZLLbos6xm7r8@G|1kXzJ8pe(g@G#W-vR#Jvm<1|<7DzU%&#JqtKMZ5#pJ z4Fz!^gly!pR|cOdfJ{nh-Gq%2DAb(^wODH*ipe@k`23oZVgozIdhvfb_5wk1bmbKkM%4$@48MOT-qGIP z-Xlwk-joO!&&wS9=`puG(0keNE0@{Jrbl~ZdgAU}P&1bFTD z!wi+mLZ!Fz=-l7Hy}^Nb#oJp~08!WG zoYXfqK7tbyb>05e?xOV|;2FC<)=*Xsqcrm9n2pfXbw0?O1^ErCM2=5`9$W!yPooX* z%~o^nVwRs2DF6N2*Y)UF_`*lu%vMuVqpSS%nC$_n`|q4q`f!QgVDI-7S@|(zO5F|n zx-S%CZuksYg!FtVjUJa=U!So(W_4{30g__2@3`nNNQF*kH$g|B+f%3hPzeRej_fHm zgx!z-=ng)3gTVRl$jDPbd95f9M(Q8Q$t6^^RMNz~?z$Tg7$}H(4>tx^EM5AKk*R`w zC>Lz%|JT-ZP;O{wNVuv&?^6z@c@U{;@>;E*U!bAv8%HJxz*a~N3?zZIvyn!8UY6D9 zhp`f+r&F+d5hhQ$FSYcX1t_vaBp1TsPIJ8^c-2*UN3c%3A9B GpZ@{w-1+4I literal 22295 zcmd3OWk40*7cC*(Al)J$(v6qyPAO?cTDrT#A1xBnAIx!#n)n_xJgI zKw)Oi%$XB=@3r>Y^Hohn77LvW9S#l-OI}V&0}c*84*ZayB7-AN2HBo)aN3LVQsSB( z=?4q$9upU{y(jK6X|+3x2?(red@tjog92X3lKzL9yKL0k!q|@+i%86-DTcQW_g`)h zjW^x&5P4IA_n4#DlDw<!fh#g&NY5l4_hrIkvQ3qYj}DZ)p?r47N=dIkR~1UFaVwO9zQgyz>55#YMF@o;z& zsOt3iG!m$^B~t&tHuAC{R!bhv6doAMlXVoJ7-o}39YeL^A)BqSk#%tRRi#*r7yVX@ zh}~##vBleJsa06J6gIPgN=t^v&(B|Lx6uFVV;6~_TUph>|1PZ7V_oZsHf;}p|G#&V zmXb25o69hiiMDbvrC~_uo1q77nW|>?_wlVY^Q;3=X$`W5%)35w!R{&*qGf_ROvDN& z-Zg#KqXR?gKx$s~BPt5h1!CCJc0Buq?+YI}9v)tOL&LkKbUoVtU14Ts=HcOiOGdW4 zuVF1EBZCYMT;JS0-(qaL2TVx$5TPEGw6t_O#Ih$?Y08h%A!#zdcWHbWDed$^G@o z&%(m9(*gFgMeifW?NM4jyLmY;FGvQ&wR3tpdCBiCnt#zFxVoCByzS8|H!tr)vj?Yk zX(Aq-%<|FENKZ65XWCG@kmon%iso;dLurC{D=<>DIOM;dg9eq3FOjLKEwk6$a{~pv zi7pSJj}PZNh^?)}e#(Utc+}LfSy|LMIXTs~b4fR6TUGW;B2-@6v@uk|{kIo;4Ns4E zXlQ6T(vd{hx3^qY=tCM-k(jtKqzG>jtVD`ty8jN`lo$w%jEp=yJx^};DxA-T_$OMt-7`HmNx|c7 z=W6L07{X3ZPy0tX(uVM9a{U|yGzHeTx=OT;AMZ@~N=;BPL;lKH&fu5VBXoArzJ4)2 z@p1e$Asz?1MQ?jEjGxY1!`5{=Y3gd zBupEUiKP-A-EnC??!@4+8h-)yAA?G|oQFp}H?>B_H#jReE^aOV6Itqx7|P@2;F6<% zOVkPqlO7R&a$BcO)L3z&kv9he?b{OJ@S>BOngpTxb;#Kts>~COudc3omzJp2$Z2Gx zq%tnT{dRl&&adB#qutqAhIIqJ&QjayP>s1WP3FIX9@K#^{r@H_+7*xv$ z`_G?UZQUZ|iHb(_)_eQ{CH0SVA-KsB+PTxFrP{@TJxCbKp~TC{#%!3eXVrQfWLj5R zkwl}ltld2&Y|!6ay0vBH%)}BrFYswD)WqS1t|;amf>Y&d%&~-Sex??9bI#9CUb*cd zAIx@ihFWhX;Yt{wgASQbFw~zaT<gwk9v>1}BY`2%(9n=mQ0QE7h)Yi&ygZoe8yxJm zuKAXcF_a@2F5t8tQAHK@zTuputhreTn50qb8WK$8`}=$F%V#sQm9@3tt*0`s{^8-C zi3x(ENJ`WqMg@iCcv+K2ACJoq9{Zd%sm%rT4IO{u-=?_jtKA{PkRzpQ)$x)GI`zaW zi|c2v2$t~zjNDi9hfO#*oYv(|&(3D*9qE9%UQ19FS-CrEL&*lqS?K<_Yu+<|*GaVXdn z*}1tvKYza79LX99Lc$PmScdaz$^1&dh)+&F5Jk%Uuhy2FEIN!a%jX+5B}Aa2@!gS)h!_R-^)jMvGl|!gwv7r~lalS}wR_prlD+xa z5r3(c@;hu)HJcAoT{Y)_H5gb@;b1dN9oTb+vohhoMB5nBMIroxf@y@z+Q&CrS$WfY z4QIoG4J%>f$CsCz!-7XYy{`_VsDx9uGQDGBC7 z>>YBdXhWlA%|&6a-I7TC22oLw8uNglTgWWrCo2tHc^g&h4RWS`>*iF*XYYSlZQKW?x}yp#i((Or`_=1m1sXsdUT|7^CeAFCSmuF-xBMrY2La9~@-Sz&#>Z zdncSR(p%T)?Yjwn{P+ayIZQ(cCM!* z80C2d$mGRS343w49~yua`nIVKn7tGcUkGrn&x<12*l(r*XY*B=0b1QcK@VeriWc#C zM8qym%2P%>-N#L(nxxN@MY~H&sk{zP4{u+H+@dzR>wNUsj@x~!U!yQYgMl431%;XT zNd(QVpG-0dcxu>U{>Uts_*tzP8mV0>v35GJ(nAjG4G7qsW;Rfb)4>%t60f=C29X+Y z`Y(`>@W{ye!M=@BDeMAXxTxrjf}$dGuVka^UeBC;+fW>>Bp3wn!s_bk@BuLEKa;2^ zc!nZk8t>oBD=X)#W{LPbJzOO++1Jg1QQN+_?XQ^m!pB24gapMA6&0oOzjx#z!=m=T z=S({D_Np&>=RB$XTE`fRy|t(@ASj5X zM6{x@^uI_L-`j(^QmbCm-jeKpzu;@_buehfvDQ(LOALe3c!SvtHREc(ph5MD;eLox zi#)uvYyH3))_f##;UjM&W$>1on%b`Q##~59C`G{W)!F7y*QZJj$5knCfP~vzX(NdN zNA#WpgNVfhoHOv;NR*P2a#)MzM;NWPdM^`2veGTPO2PKTT=%&TAL4!(RanS)Fk7>h zX5UInM;8n$)gd4!SL}_U{PE72!D2Z5BdkR0+1128k(y2IxV%XBj@(^aTl+0&R*+xp zN}1)8i(GxwW^Aa0g$(=ieojcpc%#?vv2iu(Vz@g#-?4S>QG&?JC*+=A$675MfwZ zS{gVmgHs@s7(=Re19-UPTW zsuQN+u z`}c;8NT)g__*CVeHxz0J4%?ofi;nDiKc~E2yeMMJ`iAdnE^CN`ZBtV+x6=;)uWBo+ zO_WgiHn5<94^@*RRGbnuA#9tKsI+Vu1F?ZT zubbRDs;#WUG-9c&+nXg(c&R|R#FqIVI&6V}a3h^898;ZmX=6aEZq|6nN5n~&Zw(*I;5!?h`};}Vn5-UTsp{)%c?BnIA9AN0?|%?7Yfi_7hog58 zv1;mQM-o{NcKsl>3>L@gW_(>VHP-BDtv&aRp2LBr`JQWksiJcjDZD#`;PdCtYDPwf z`&_&9XmOCZ)RG>wp4jl2Dws(Xh-%mFrOTQPYD7Mn?v?LtRbWz=cbZNVV6+(-VRM@o z*_BfXPnK~~Q}b?)mB2(R*eVo}gLe`3M^~<@H0SMOWwPFEjK+!;1I4lP^`-&^8%-h-cNXEc}TPb<6voFJR0P0M#72{Ac|)Dy0B=E zgBt73AO~>^|FDG-3D>C$fdCPV_Bt5#W4~QpmG7NfrvIbo=5WS9xna{ACZ-PS8ZOXF z^O4Mns=_!nEsY#lSUOhLXb=F60w@tBLuc6N@^NQ8 zAAk+uv1VF*1w}+e&Uay@P9M)e5OsaM7F+tkTiD^$%2Qc$0vPRp6Jm)nVv(x%zc>U={{u%qGe4X=>W7wZa)UHcQ}`nABNg zZ~07%IqUbiYTD1baI}c?Ea&kF2zJKu!m9>~_}9N_V`yk-*1^n@i#wcDRo|WeO%%RN zNiFv|6!^08xxC)SO^f$u@2SOS+?Fsx;x7BPVyt@*Cm1J`Gfz)d6+)b@f^jAranZcD z0Hmei<|e?w!8yP1DX;(YDW|!)+37xywq&UyF0yiFl86S(K&0BITs`Q4g1%3L=(wdO z^XFrenp?kpT??H_4^KdkkdVl!tH(dHIpX5tSYBQgFXXWLhqdbnnL&FI5m)Eb?4s7i z78oS?YDuSJq2aw!D8cph^)lU2<1P{@Vlgctq4nr}-O}VcQbgn;sEC1MV#76E3l){` zOShx)*{@L&JTmw+yzMJ$h3E(@h9zzRwlf+BzVy4XAeOBo<(?dTN87!W09OnTuwqa` zCiYxyF)LSR7px#8_tC*!$0B@xffC{ETnxc;&TKgmu{C-<3Kj4~kqTACWa-VTl69JW#O z*@vM}sjbnPnGKgKpia}lYe@5@Svz`omkwRK9fs)JsS{JHKVeZ6)vkzos2%(h{2T%4 z`<2~3lZdtg0eySJC`+ljw~>F_kBIp3+QCAH-daH{0OISoDCCNtH->t(P^iM`^We(s z2)INQgrDdvL^Wn#feX7!5hg!uRMckYe{E;CyobS%u$u&~bFEbz$vhsDwN6V7rwTG` zN;fRV9R|HZ`tZTp<}!g17M0QJt7Y6^sr!l!7Nq9yUnBFHK_;|ke`eR!xXsAbw&gN4 zb(mGkl+OF3;j5|-7r_=5rK1u51@SL^$08tq1=VgT-!j&Zl*TH!yDQ~rIE3(euI49C zez>Y=er3@b(Ibtpjt^G-jE<^M4iSz@8nSX4r0K0X@%+4IU4B-UwPVWA@#K5!`@Nej zSeCIbp$o)9=dIL299+W-qDTnK?jPcuA~`65<&+Yi(w8V6vYPEt6ScW45=;QAt@W%e_=MOs&_EHyF$As z(oJo}<8U@q66w4Esrm2W{sX534-Y<#f0v!k1P`^JZiY6$SGAt5Ial#ixYEo^|Bc(d zkHZu-qb~cpHRf^=VLcn{fq)6v48{>zekK*ntKfgR9q5VNA4|qiiyGbd&ehri!$-P5 zS69*F=jQp&=Q;;HX3iemos|eSLW!$pDk{UHHf>l)L`fx#ZralxPd8jH7m>O#4*%Ql z!3+2_jks8$iYR}ljs2rl3Qg}W4|Jj0fY%*J zVl|zwcbs?ZrL49b3&JAj`(+J#8-_zY46R#K$P)3@ZSlIuTFgpIo1>q`B`wyYaBE6+ z&7bI-G<3AOz0xtv$!@Hjs&KaxmY95*j2#EuA)qEn-#NX`@_&2>P_?F}CN2>XvY4D4 zYC}WAOJZUI3JOdyU0o8-CuejuadCM2mJ6ba=2LXVB$kGC+{zihrLCf7ilAVvY*a_4 zM%UnqHf`uMr|EjNV*?9G#t=fD5D$@`wYsd^YbUCNwxA*EG+dCY0DHTdP#t z-^*Xi$~S=QY1ER2ry3F~gG$eWDe^=?K1B^{{#hzxo9` z+{@w(6i0ocxdle_?(xx@{QA`CLY=)WF*h^rsf3tT$iPjTu%>IlFoS+|18GDkPp^T! zjireq;#M4Cof=qHq)>@TBB-`)qA6dg9Sb$J$EiH9o86)ba5pI9jI6ss+NCP|EUckh zneStRNlF8_S|6_jewU;^R~e93SN}M{Fpx2W9Mdi-R2!=HbgBP$Fho4qWJBTk1l{wAV!wyw z!mLU42L8pOsc4YFDOccO07<7w)1kDkAS8!g%3YT(S*pO*PtQ#-o}0V_BYdU|m^I$N zB0d89Gi&=LQl>QUucQ!x{S>}x|33{ex zg=Oo;-)A$(gPMEExI<8B_V z%4j3+U?x_cOvifPTdCZ?dp61VGxiloUA=%14}ZfJz)49WhC{er_Jk8=#W5wV!;5Yk_b6MB{|YLyq!z zAhuWDI`SQ3hgmaj{RtVHAOuTui98OKtoE~gN5)E1t=sAaQ0CacAtyvRhkb`ks{ zLc??`lTySdMLCV{BiD~-#C&{wTvXij7_5gD*BN}QXl&`lUENIWL%{a9q&JYwgSEe* z=7p}&7CwPNb4n)Xp)@q>g!7`}4XlnPBvOEyft1u*xlhNq<8Z;c^g9Z5NNM>unj3B` zRWhHxe^ldVb^`S{1prU zer;5X_Z321R@Ml6+kGcUi@a^CsILAFXvs4`-@-N|16K*+goyE}TF#FJR7+8gbdUej z!oWm?NLDl~&mq(33gl7?ZDO4Qjc{HwF426VRnb}JzBi2&aMTsI0kJNtkC{pYb; zTo@4%u?#GP&~ZB=aE}SZMjr6N9b$TVWO*{ttBrf*cN1C0YirEmg{2**DR{6p_TV-$ z9(F~fa6(86dLePgN*#?makZbp(D5lM3JxhTUOAJ1t}UJa5bv*#h(5PW^KNN+H;v*jXm-_opRZ&ysRq)BSy>dgnt+rP?fDQBD{FppGew@dav&=U z%jetkotK1!l@=pZfXUZ>Kv{KYkH2ciMNsb5etLWqy@KNnFiJ&VJQ;m>FK{ce?}eJG zs#euJkN80wUJaJhy-3FM&DNq}N7{ar$5 zr-a}23QCza^Vry!4+!zUCqFrwcGTER{|4E($GfGcPc?d^z^8*~y3DXC$@6S;464uH z=ysq0gb~czWy@zHqKurJc>Hyu{uXu>Uny4yr5&7-W}SZCu)^Bf{6C?pA@15O;(9{S zp;3u(Eyb7qwYW9e&K5BIndT2ei>VMTD4pk(;hVQkZmz2ulU4zMvT|~E{u&cg0Nm5O z@6`ezD5+YER2>~ps9QxD8N&f*luE#;!U5pNY_07;UaUy}>BfN7TrI0Ef_wkV8tMM|1~mdoq})rG6>*YwDKINR-@m^^#-YL#Q&-0W+nEG2Ow{M8NIj2) z*Lo7kcn?-e46sV$vJEA~C0jBayGBQ#$T9XekDMU_MAcFo1seM_f}4HWZ|x`eT3MZ( zCk&_P4iZu%&Z^fgc=U`gwg1w^7IDvKdCJtNJ?2V^*9SndLU~Qv;hvQkt@o#jL@c`P zEmw=rxs;O&*AqiaW-i#&o<*xx@INE<;bO_WV1~R&KBhk70Ih>U!hJG|4YcXdRx*1A`RyMvcmei|6~6%8^_)|uL&nZ&P8BTP-OC=$*f zJUVNW6GOva`Y;HlB4_$z#cm^44*>R-T*xXu<=Q1EZipGxXVP6xe+aG7k54y_v!04F z{AFW8dZ~hAC^HN*;NB5DWPMO<{}^26YBKzuoS_lnX{v;IZ?I0yqkRU3s?I#W0PD~$ z)hR7*ySwTNfOoiBI2LUpMPrPIyI~~5(v76`jIs9h;CFYE{!gZ`=Tn(k+;82`bX=_O zg^W?8dDsnJYgqqU4Q(l({?a+DhE$c>G`|*m{Mtjwr5(tGvU=p^#!Gy91UJ^TaxV1d z-NwFkNRg`y-MnAZti@iUj>#YN8iA7^7R!UA7CO_{asl@Q`adAT9M%HYHIAU=c!T7G zetS9&Q)E$xsa}YKm7kwA(p?yqwe(#O(pxzO<)BGT(9i=kOo&Rf#%+NG50|fxgr0}| zVqTdvc#~LXlIw_urp`!fH;4T6SVzXVGa<{WFgWPq=8Bc|;_p&rV%HcBt<#$qlcy4Y zO2)k<&Q7eO6=nfAkU=d(#R=ca(lMn2iPE5--tHb3TCN36MU;S6kj)FP7tB83);#I% zZNwYb&-ml#6!YbRjjX2VO^Sf}K^3o`kk38mYlf1*E0!Brk>hily@Fa*9ETJ6tuPu( zKa`iR#c$Cqbm&4R{&W|KUk;^dMXp2ZG$Yre`G4A!GROz;y!@ymrp7PuSgdz`?M{JR z(<;qp`Vz}PDT+*Ysg<%PCUj>4HrxiNDszXv4s946{J5G&i1@zl-z6+ko5$-bY-Zj6 zCdItR@OTgEUVo5~;z6&hw4S?$>ceIZyst{S%0LcG_JB#xklwcXCQMw0cL=C~*j!}$5yX?h#t=>vuy1IxZ;j&3p z=zJW5k_$ZwyrwT^gPyUz)6V z{!*|0-U$|Ta_Zy;1N7hc=(aFTHFbz#`BddUWfShKxi9J%hmX4jXKK)IQ>q;~)9r=P z=(tA=aym)4){M*79%qs)zuoaz1qT(b)Q+oLEWlPvUnG;Ueq{d-5 zs=yL*#iysmw^lr(yR?57uu%#F-OJGNVokQbvxQ(pMrqdhKVb9^thB?!$gBoG6KP9+ zK1MkzSe}!}AYUcD=sgw~S-^p`mK5AjW#kO|)+NErY9uBFGc!kPnCoxl=WCP^e$tL_ zw{ug>`_vaD3uFhQ$461r*jX8Sjcx;1$@`U(Dw&Sg$b11IAGJ@3o@V^%jC3PFw7~h}T<#QWF2DIH-32=DC z=m&_lncQ%+r&6 z6=He*TCAIz6d?zer}hiSO%$P{Me8cb;-}uuApuTUoHGW#*+wI7G$0|aogbk&U8Qj+ z+%GBASn-?C_RSsOM20%*c&}@8CITJ=i!T@@B4i{%58purU$`Sy$c>VAXrmL7?rNvz z4!`VM!mwyX;<2v$be)JRjEOK?3OkmFKz@EBUde0-bGOFNOW0|Ira0cH7SsUc;z}BY z#wHk|a&_IioB;Rnf%euI*X7476;N$1%LPQV<)|~y3U|T!UBVCMH>0*1f0u3Snu_V5 z%4u%>PEHRR)QWrLPESWN;>3NYS)+mg36hPdqW+GX8wMIj=8cu4O(|zkYV^UomClL| zX#8v}M}U-!D8@)$nhR9vhJIZ{eWawVu0W^A+FZsfX&m6;%4-&R!$bJZFm3;> zRiQ!uA=Gj{6OEgQM9%It9)3wi-{RaUO*%J9Yi9ZXf3lwgI3{#(Av#8scj&+hJ zj(?X>ZUlk7aZ9t#xTY6#U?+T&xw6$`&`h>)Vt?uE9c#tTB}Xa1p+A&jYyMlIN+8KS z%G9%0;DMLnD7o6jL;v)A5$xxN#`S!rtMW$%Z~SqqZ^9+2l@2BqT&kT=nPF? zlLA>!xUWwRa_sxw4t0(!%ci)KjJ1yOoY~7rI3UKYc9yX7a_lSfr;2P_U45T@4^^kKb&H73kDwD_DPufhWCn<2*~@O|tfj8(4_%6_x_9{AnIIzSKpm|WEykDRC! z-1lhmHg-7Uyf$&+Ud_2`mpl^x+7R*{sZb!^Kj`^CLx)r@MN$!D>L8(DRL(FpJEpA( z!z_)Dr8Kkxfrs%6@=;1Z4J`%1*mp@j-9f0Dx>URzA;r?gKM4!tjnapIxvtFpaNs4-2vUkn+YC{&#)q%jls^LJa##|pV->b>|o+6{9=AkTvH~}kP6m7>McM0 zIODgQyREaHP5$Fi?@{4KLE${_@prl0hICE%+c(n${QWFuFMs?8){llAQ!kj1UpgEj z$XR6m8RP`fdDhHPdmF#kNx98&iHUoGb|>9XVQu|aaoP|jHpag)li_##rF$Ho?-3dV z#g5R%=qCTkn^-vD6xA6Te8~SG^e`~-MQ$cw#=K|6VYxjJ8A~skh@GGPRWn`0@mH}5 z*n4ZH{7D0ahWvC5MJB>2^fEVQw{Xg)t{9a(x^5DQ_fG}YnAY-p%TqiUmNMBEG_AKb^=5=K*#85H){o{Dlb5x{E_>t-{eNa?h&ykEM4GAtoCS2T} zrkgpW0AAUOaz6D?ec>xc6x}~&663BvD2;#2Y3o>$_kVv;Sl>{^xWTg{els9n^ey30~=E) z)4tMD-)w@-Oh#qetM_=2=$NDqR{1EopYs|jDpuGHgbnM-TM5STv48B~!>t=K3dMt) z7Be_1I68egBaUNez+An_dK1(f^lKLS{l~zYsw8zgrozF~yIy=}G`QGHpYKWH#Qtyo z&Nn!Z?OgyN-)8QUGG(zwLYvWxzmE@h&x#?SOJD)%#pi@Wx`=Noxm|rAIAdC)cLNgG z?>vrabPQbyrw!dHQ$=?W;^7=^|CoKKCqC?QxI_`SL;Oc+O{6pU2K5j-6K^YK14@l; zM*V5O&Xnm5`|{=`Kfw;Ue1r~ahf&81FC_eZQl$V{xI-`ZbN{n?C2ayQfp5PMk}O1l zZS=Hp^_Y16%>~PPe8+nLmpoyd%$vjYPew0Nx^Ah(i8r}Q-BbitD@DIZ_hZ?^7f8$3 z;06@V-RNuYTY}}B9@C(fAhcu5_TB{)dv|--x2o@IYDQviANat{J|~$2^Qa6a;oZi& zmuZn>xqq_xmvheAv-vgs4s&$;FRzZbHkgeHl;zSQ{q6xvWAIp42}GoT1o;LS`S;q| zJ>TdRfrw${8QAYm7FXL$#{hocakU%muwjdeK{-{*z<>e>xt!g0R$poADwhe?B-vy8 z4ji5fUwb3t9Zk4sN|r95PDS184w%pW{c!Ylu=)W2JKhk1p@IM0~QoN5H0 zTXeqCS_l5u@V{2V&t>SjTJtsMsRhbC&=LO}fivPFqk z@o8xTfF_d%h!yBk&BlMqt9Y_t1tOv#5hA_Rd>N;oG%z-ww?8m1Yv;)}CNlQCl7W#5 zA(K3Dy6W6E@7}iS2LG-&I0zjHh*I1HhN2KV30(>JW%?P+t?D8F!Ft8{DjqjakM2|L z4<EK0!U6nJj3xm zM$z=M{|83I3h!Ugb%00iL++T(h2^N`<)ihmuf~mfUPm@}_QdYvNyG11s8G}HhsA|Q zHuiJxz(OzK(D1Z6^-{mTkA2`(&6~u88%E~BW(G6*N-!kIbG-LseRBJtPW*G)=op7h~}zo*2#9rAQ(jNn_+}ih3T!bc{myrNh02VySKfXlWkYuFsVVuC_z1$Cv8xzOaga8U zfO7q4MfH=^tCqC$0!1m}dDlas%2PCKbL#a38_|!tr5|0Ngd)5o%|E_-&RlP7RaRDZ z_ZSIqkdl(h14*D^GRy=F_~w2_*LT&%5-_*Xx$Swcq(`=8` z_Y}p^96Dgrj_ht@sK$h?uTIccKJ6-lFy0*)08)C=?%O}BM=P;o3)gjLJMM)?n>$*n zRrF>USFTO5gqw*dA#2utHJW^mk{6}aux=g6@ zoA8de7$OMcoy@A3Nh$bKv}vJl3v(VT@SVTz_KpbloHVc9C!LUkU^#RDVV(Y9Vw6S-5#ucZ-VN8NVwn}@s>C0i9MR%GX~h7rZdEGYfklv6iJPlk}o zpnsgWuF&1hrtPgi1#X&bLa0AVX}vLCGKfnvTvvxIQ{m3PKgccP&lFVJw~#Z2s+6A} zq2eLZ?m~`j^7WMc?`gL(5&iu4-6E|ild?j8YrYY5K1@O`V5xCWH7376rmZjZQsO1l z#J)RPG0KGB*snfs;NC> zN{9kvN?Y5?m*{oE;*||UhCJgciB$Zt-n9iSVx$`2D9e;aK0O_kRO!RalcZ5{OhnfY zH1v=3(I=U{KORi3VeS-m!XDTes5RHcE*a$R#4`}zCn5OR!kqgWw6h)zNM>2v{OziW zj+s?;!~?ZqWmnq7_H|;%{~=@uzN89R{roF2(BB(%Cr?6%0}pIGivEwH)4raE^Qos* zYHmdR6O-nd`Gv!-{F&;myF!y^PLIx4G{>k2S0=7XfwWRBhst(v72A=1#bkN`a>PlI z&H@zo9_O+~dUyE1?Qj(=kc8DzD1cE3@d)LKvSYO1?hy+o20VcLdy_lLxZ`@r(t>u* zq9LO{ni=UX!u$cEtNQtWB6YSc306D-hX%<>P1b}wZG@?dFOX0sksi(w1a9&n{`ogA zIQYWv4XtmTJN#VXWlI~65g-zsrn{Z{1Ql$H#9eeGpTbJhm{3kHC1%~+4CIA0<1`(LO#+Zjef4P3JbDMO-oOF~_&Gs#R(BZ30l zc028vG@x9HX#W%@_dHrd-9;Qm+}k|Ef-9M%u+>K*Ig#fPCVln(%YLPgl*Y6-zco|h zYF<|a*AxP0W%*jn;NN0Yi;|w`S1m?uP7XVoigW)^x10l1?l5_WNuCydo(4Rhx%QQ5 z+8x5by3oa(r2G>$8qo)BZwq@x!?&?pp2nVS%e`F`mVkv8i-{~^a+_MbSEymfytQ(Ok}r1CA)=Y+8O3@*AQ(*W$o?nMr@Xrf8I8 z;lI;&t(&)e)7*^@mU_rFuO~^~>MIHcr?J0qg{P?Drq_x<7DMQk9-QNkZMfS!oo$~c znfGznD0Uq;+>p{Ep1V^-C8mR4MNlD5-<;tc;VKz=6IMs20wCle#B-WC#K9JyM#a2p z&g07;Qvf~B9Ad+*R+qYG=+S7qr2)kK{lVMfWTGUq~hK^s#4c^ttp=x5pMOv4A3XV>mubDvx_fcL)w^kP$hi>YpI@KzC4 zJ#wcBeh*8cs@uyGYg2kZO<&EVHYS>xCgYg{di5PBRX01mtiwKlG(|G)6&`;%vS?`D z*%)S%1=Z`)2tQ*0QRCro6YPR{^fynK+Vy`eY(c5PKp7u%?`aID?F0|@CdKC=sLeVH z4y{x$kk2c=Eh9`H6zp4-jJ)v~*#fjeiijoTE8f>(Hf2;=>kyzpX0H35U=TMr-lh1X z${l+re`kJnMVo5>k%l!`57HzAD(pFdtoY}kK@Z@sSVUXX*)M&>o&31yW}}uXGh@d@ z%37)h2qYrN7~wS#od%q4AUig#^LO-&&Z0yGmAK5qSh zjr=lMLO|}t+B_&-DsWF&9A;Al{Q-(1UR%ImRwT5V_l%MPt-a6vn~q{54H|Gx^|y0`EZ|#m(gzj2|!Q zuUs0!;YQ#rl0h-8%F1}~wxIjr=b=9DIh6rd$=U$wiv!2xSQB3%}U;wax&jf>0qU_qwQqOoxNfV!M#XS zM3Dn1MLCs69Mq5Qc zW@dsf3ur!i8yg!Rw%*yn2?+~V>au8+o7tY~U78)3_V99-oJ4@N@X=uh?zwgte60Z7 z$pu3BeCuav)3ajr8O?(a2Dlu~lLF0=O+`yjrD<>dW~$BO??m;CV}Q$=n;s0y|7-eh z7%!vLM^plJObw`4pGlrz6dZhN>X8sM0#r=Qb)c9r>k7j{JMPG?J3 zhG7t{MEz@!5c+?ANn?B)0qA4|nqJUK(ZNQ`MWe0BDqz<1?Cj6_7x1-$j0XciFR2uk zPI5tS#g%k1Lze{Oq zzV!3+bG;P0Pdq(!0y1xvaBRwSy-1n793W^)U{oCkQsF}5YF7v)IPpqAAZ2;kq;T4_ zQdhv^c$qpz#{oG*rMEAE(b3(V5dxVlZhH^Ohyet_+QtU>q(=8rs|qNhUS0hJN*aeD zWxtZ%QN)zYchdv;Qr6o4DdbE8dd%7|USl*#S;iEy45P_XDZ8Sg>{(N(q)mIK6m6t3 zA|p#7NePi?Oxs_hO+^&{EX8O+E6MsM3VAcVzhmA{@0YhvE&rb9JkPn$eP8!E*LB6Y zCi?gfjS&t73r$TAO3JY_=(o_?`q-20-;LbpKeS&&NfU+)ho2yR^yPzRm&P^M6a-2B z`#}eXQ$iRe{^D{c;e}mxjdRQ+Xl|QQd5#2xj3|KafK`P=lr#xg}Oq{zv$hN*i;g+{?a3>40~CaaL@3VNMX}VM$;-Q zob~U^K3PTXCRZ7YG@F~)2E1q}GTipLQDc~WZbKH+RhlRbPg!A!^V;Fwok zp6pvFLX!1m{p9)$UxYGDwg!)YS5<$IJ4Ql=k`JrP50C_R`98el9eU-}r@DZK$_rLg z7VJ~?t6V?RKmRy_t_(<8yZVh-LR}#Btgp>-CNZZKe)iyh`WHjt5|@PO=Ypb3CZ;C^ zg8r?FQ!mf8q6j!Laov(g6|Edd_}cD@W2a0xgw=q3wskHNz4mwSzA?Mhe8EaGWOkqq zH7_YA=O`W{j+5hrq!)Sc(WUCt3A{xnGTgI^52;fpRJ5$;`T9=A#zAfL=%yr3*_tfp zzK|c2?TSK3rGvwud9}Z})X=o1QM@csY?ry<1# zf2<1-?-2T%IO_-wo;_@ams5Q~(BO5E?4mkme8Ino|~~p%@GI)9TKnSB zCGD*rUOSLxhC_pPDB0yx=T|L`4M?zNUHfw;{G(JiPOldAFEDT>8TP8%)X6Tlh6rzm zzs|4bIr^&~`fb*~a&{yo{Up%Z{^7bt78WYr1?_SczsHd71nJe@zVYV=)b^p1orK1S zZCaU(Eu9`h#3Xz#a4C9KonE$K`X;=QeBWeOn*xTpgIj%pF778z*LDx2!c<+b+HvX9 z4ECwPQF}-@?<*Jn=z|Z4ZO8jbo1d>l^*l~XtM|#!p1-j%0JW{+1P?m#5N?Vwj8<1y z*M^#m?NLz!AZB82RDxL%zmN?hxHo?3tcC@9lgYobY)0MY%Dc;0v+mrVf|0J+3Qoto z0+W|9oRA=q+Vr|+5-R7&h=}jdkTvo9?hlW=mmb%PVWx;^Q4@rEmo=uM`ysHoAXH32-jpzSMJ6HjJ_au7y4X0we;nbRLyc<8tCgEKRL>8c=~|@VtTR0 zp_P!8S5QcTJ&eNw)%?$dJ3Rp0r z<>=_(hz*A(Y`{)p8z#-}Zu7LUw6xSMmvSRwkIbNP;&fP;3`*|t>cex0*L$C_Ar^-nKSPFUgsAeNNej_q&XZoGHzp3IG}jzouOIT6yyE;2DGDKC$_ zapQ)x@A{As172!Ok-Rxg<$l}rRx(5*Onzsi?i`tz{r&jD1&K4}1LBMp4cZ7BhS%#?iz8;&g4ndCQ zRe{fL4JAN-H!mlx5Na;a#%KTi>B+7583!0^R#ukGxQP?xM(OG0y_<&E10m)>-aap# z7$xecYpK~IcG5Jr%-2y<3n#(Jq{ct(zF7DE?kXt$^iAPAcdmOo4HFh4Bclm+l7xf= zX{4FCr|i*xv;rd8(@|iBpb_dtDPkJK!^3UfPQyHgk!j@r#+Ws<>tl^hS2C4|Jm9@6 z(iCoOyIh9aU#u7PLw)e*poOJig75j7ke@K;OM{Y<(sj3~oR+Tc%1$k?{rX;eaRads z&n}A>Ej?jjEKZ`@f|f5|-g2?|eNPJIW^Gq~XyMv4yg!aFUo+-OWZIm(j8u0(pLjQq zLwml6%E~epSXkKnF+aEO9G{g-#&}Wn$1sV@?dHyEyViPL zutQEMwJPaMV`HP#=P(_5LrMGYEcr<-3bsb*fgtLNN|}Y15cn+4H4xhifhn~MKmEj75;=rwBw^cQWMHE#4fqY$6Wc7h^!BSxdwI~q zswhMsB7U)BW(6(=z#a3U8310#ij#AZJcVPF<(O$nH#UVPQJn$~{6(_hEfD$0Z5^v{ z;keE1gQzxOo4fM^l8?ti90+LGR`y>K4#@YJR{TN(~U@M3J7ZCzc!-1tHUdkh{{Cyl~)A0y!gQ=N3mlalo;k$MT{W1MWE^B0+ zN3@&Y4ZSE2J)h=p>6@>*NE~?Upa9NL(a~n&r-cp0i-*}7C+m~J`@2M@t+ggO0)4f= z{r206qR<}IwGWOZBpPUo9xQwzd06zFXW=bge-4c+8`=E`_b>(TM zWn>4=mY?m>NIUmBRn$g~ofU`ZoP6iW{+iJLi47Le{+xZSq7$Hc;kjt{#u`9zm7tSX zQfgrk3u*KbDzR$&C@G0vBJ8Dt4d4xnENW`f0}l)y#bAYkL_Q$kWZ?4oP>^Yw7R-n7!7AL#h-?RVqh22)f+I&Wi?#2nD8TPrlgVMq#GLu z_w(n^chFr#MMasUicXf{qXvtl2@otVVIBo=p-oAe93?<6TpfX;V%PawwXC)}Y*Lp33(M!dBI45j5STfBmn?>NP`;0e z&lq0nHA8kt0=I1OMFmOLAAZYa(`kd9%Xhy=Oq?SR?x6c|n5x=^4_K+qO zGM61p5Ha$hjNq1I&H_v$VR);?A{c&~7A$@|-sPMvjuKMHq^quDhX2rm7mamlx i|Jb_!YY+P_baq}-w5GA-C5E>$i{~$&mu6)D>wf@i=<~+_ 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 60d588e01..42c7a267c 100644 --- a/master/_sources/getting-started/tutorials/01-vector-add.rst.txt +++ b/master/_sources/getting-started/tutorials/01-vector-add.rst.txt @@ -234,8 +234,8 @@ We can now run the decorated function above. Pass `print_data=True` to see the p size Triton Torch 0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 - 2 16384.0 38.400001 38.400001 - 3 32768.0 63.999998 63.999998 + 2 16384.0 31.999999 38.400001 + 3 32768.0 76.800002 63.999998 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 6 262144.0 384.000001 384.000001 @@ -245,7 +245,7 @@ We can now run the decorated function above. Pass `print_data=True` to see the p 10 4194304.0 780.190482 780.190482 11 8388608.0 812.429770 812.429770 12 16777216.0 833.084721 833.084721 - 13 33554432.0 842.004273 843.811163 + 13 33554432.0 842.004273 842.906750 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 50.498 seconds) + **Total running time of the script:** ( 1 minutes 50.715 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 112ab1e77..0365f47bd 100644 --- a/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt +++ b/master/_sources/getting-started/tutorials/02-fused-softmax.rst.txt @@ -278,17 +278,17 @@ We will then compare its performance against (1) :code:`torch.softmax` and (2) t softmax-performance: N Triton Torch (native) Torch (jit) - 0 256.0 546.133347 546.133347 190.511628 - 1 384.0 614.400016 585.142862 153.600004 - 2 512.0 655.360017 606.814814 154.566038 + 0 256.0 546.133347 546.133347 188.321838 + 1 384.0 614.400016 585.142862 151.703707 + 2 512.0 655.360017 606.814814 156.038096 3 640.0 706.206879 640.000002 160.000000 4 768.0 722.823517 664.216187 162.754967 .. ... ... ... ... - 93 12160.0 812.359066 406.179533 198.530610 - 94 12288.0 812.429770 415.222812 198.794749 - 95 12416.0 812.498981 412.149375 198.556711 - 96 12544.0 810.925276 412.546756 198.716830 - 97 12672.0 811.007961 412.097543 198.776477 + 93 12160.0 812.359066 405.755985 198.834951 + 94 12288.0 812.429770 415.222812 199.096718 + 95 12416.0 812.498981 411.722274 198.655991 + 96 12544.0 810.925276 412.971190 198.913776 + 97 12672.0 811.007961 412.516771 199.069228 [98 rows x 4 columns] @@ -306,7 +306,7 @@ In the above plot, we can see that: .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 3 minutes 32.107 seconds) + **Total running time of the script:** ( 3 minutes 30.914 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 b6fc001ed..322915014 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 3.276800 + 0 256.0 2.730667 ... 2.978909 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 6 1024.0 49.932191 ... 53.773130 52.428801 - 7 1152.0 44.566925 ... 47.396572 47.396572 + 7 1152.0 45.242181 ... 48.161033 47.396572 8 1280.0 51.200001 ... 57.690139 57.690139 - 9 1408.0 64.138541 ... 68.147202 67.305878 - 10 1536.0 80.430545 ... 81.355034 79.526831 + 9 1408.0 64.138541 ... 69.009825 67.305878 + 10 1536.0 80.430545 ... 80.430545 79.526831 11 1664.0 62.929456 ... 63.372618 62.492442 12 1792.0 72.512412 ... 73.460287 59.467852 13 1920.0 69.120002 ... 71.626943 71.257735 14 2048.0 73.908442 ... 78.398206 77.314362 15 2176.0 83.500614 ... 87.876193 86.367588 - 16 2304.0 68.446623 ... 78.064941 77.307030 - 17 2432.0 71.305746 ... 86.711310 85.653855 - 18 2560.0 78.019048 ... 82.956960 81.715711 - 19 2688.0 83.922689 ... 90.316801 90.102270 - 20 2816.0 79.587973 ... 83.873477 83.873477 - 21 2944.0 81.832567 ... 83.617504 82.921853 - 22 3072.0 81.707223 ... 90.164177 88.197981 - 23 3200.0 82.262212 ... 97.190583 95.238096 - 24 3328.0 82.843841 ... 85.196803 84.200347 - 25 3456.0 79.430113 ... 85.133652 82.604067 - 26 3584.0 87.381330 ... 99.244365 91.563533 - 27 3712.0 84.874549 ... 82.902362 86.044224 - 28 3840.0 84.550462 ... 93.405401 84.809814 - 29 3968.0 92.512459 ... 84.975809 90.859224 - 30 4096.0 86.313653 ... 93.792965 90.321484 + 16 2304.0 68.251065 ... 78.064941 77.307030 + 17 2432.0 71.305746 ... 86.179335 85.393507 + 18 2560.0 77.833728 ... 82.539044 81.512437 + 19 2688.0 83.737433 ... 91.185232 89.254248 + 20 2816.0 79.879498 ... 82.602666 83.392363 + 21 2944.0 82.102191 ... 82.990890 83.337844 + 22 3072.0 80.202695 ... 89.170242 87.381335 + 23 3200.0 82.474230 ... 96.676741 95.238096 + 24 3328.0 82.843841 ... 86.062515 84.795401 + 25 3456.0 81.026701 ... 91.200871 87.347312 + 26 3584.0 87.381330 ... 95.350361 98.268190 + 27 3712.0 85.970176 ... 89.353616 87.552452 + 28 3840.0 79.192264 ... 91.853823 85.796739 + 29 3968.0 87.850207 ... 86.449828 89.988156 + 30 4096.0 86.509232 ... 92.948562 87.352901 [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 38.502 seconds) + **Total running time of the script:** ( 7 minutes 14.457 seconds) .. _sphx_glr_download_getting-started_tutorials_03-matrix-multiplication.py: diff --git a/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt b/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt index d1778b13a..f428695ec 100644 --- a/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt +++ b/master/_sources/getting-started/tutorials/04-low-memory-dropout.rst.txt @@ -240,7 +240,7 @@ References .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.012 seconds) + **Total running time of the script:** ( 0 minutes 0.282 seconds) .. _sphx_glr_download_getting-started_tutorials_04-low-memory-dropout.py: diff --git a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt index 45e07c485..f549ff469 100644 --- a/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt +++ b/master/_sources/getting-started/tutorials/05-layer-norm.rst.txt @@ -38,35 +38,35 @@ Layer Normalization layer-norm: N Triton Torch Apex - 0 1024.0 606.814814 277.694907 468.114273 + 0 1024.0 585.142849 277.694907 468.114273 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 451.527536 - 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 + 2 2048.0 682.666643 337.814445 520.126988 + 3 2560.0 694.237267 365.714281 518.481028 + 4 3072.0 712.347810 375.206126 496.484863 + 5 3584.0 725.873439 384.859062 455.111115 + 6 4096.0 728.177767 381.023256 442.810792 + 7 4608.0 670.254540 396.387087 426.173427 + 8 5120.0 688.403381 397.669909 426.666652 + 9 5632.0 698.542675 398.725657 411.470331 10 6144.0 697.191505 402.885254 409.600010 - 11 6656.0 700.631610 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 381.545190 - 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 12288.0 514.680630 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 + 11 6656.0 700.631610 400.360920 398.861429 + 12 7168.0 690.891575 382.293315 382.293315 + 13 7680.0 678.895043 392.587863 386.415087 + 14 8192.0 636.271854 392.431125 374.491442 + 15 8704.0 624.502255 392.292962 380.502740 + 16 9216.0 606.814809 403.989025 383.002605 + 17 9728.0 587.350922 407.455499 382.427505 + 18 10240.0 566.920437 407.562184 381.911416 + 19 10752.0 547.872604 410.577576 380.601764 + 20 11264.0 533.207081 396.096702 369.311483 + 21 11776.0 521.927959 407.826843 377.587162 + 22 12288.0 516.031509 413.042029 382.505826 + 23 12800.0 504.433489 408.782457 376.470582 + 24 13312.0 494.180982 401.871683 375.647260 + 25 13824.0 482.934503 409.600016 378.092325 + 26 14336.0 471.967074 398.914774 372.969090 + 27 14848.0 461.297068 403.341254 374.712936 + 28 15360.0 454.269882 406.887417 378.092307 29 15872.0 447.887117 406.974373 376.225175 @@ -393,7 +393,7 @@ Layer Normalization .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 5 minutes 38.270 seconds) + **Total running time of the script:** ( 5 minutes 38.714 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 b1397b3d3..63e0b2935 100644 --- a/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt +++ b/master/_sources/getting-started/tutorials/06-fused-attention.rst.txt @@ -385,7 +385,7 @@ This is a Triton implementation of the Flash Attention algorithm .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.073 seconds) + **Total running time of the script:** ( 0 minutes 0.074 seconds) .. _sphx_glr_download_getting-started_tutorials_06-fused-attention.py: diff --git a/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt b/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt index 297ebf116..d5b3ddc3a 100644 --- a/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt +++ b/master/_sources/getting-started/tutorials/07-libdevice-function.rst.txt @@ -152,7 +152,7 @@ We can also customize the libdevice library path by passing the path to the `lib .. rst-class:: sphx-glr-timing - **Total running time of the script:** ( 0 minutes 0.010 seconds) + **Total running time of the script:** ( 0 minutes 0.250 seconds) .. _sphx_glr_download_getting-started_tutorials_07-libdevice-function.py: diff --git a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt index 36407fd0c..273e0c50a 100644 --- a/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt +++ b/master/_sources/getting-started/tutorials/sg_execution_times.rst.txt @@ -5,20 +5,20 @@ Computation times ================= -**17:39.472** total execution time for **getting-started_tutorials** files: +**18:15.408** total execution time for **getting-started_tutorials** files: +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 06:38.502 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_03-matrix-multiplication.py` (``03-matrix-multiplication.py``) | 07:14.457 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:38.270 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_05-layer-norm.py` (``05-layer-norm.py``) | 05:38.714 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:32.107 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_02-fused-softmax.py` (``02-fused-softmax.py``) | 03:30.914 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:50.498 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_01-vector-add.py` (``01-vector-add.py``) | 01:50.715 | 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``) | 00:00.282 | 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 | +| :ref:`sphx_glr_getting-started_tutorials_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.250 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ -| :ref:`sphx_glr_getting-started_tutorials_07-libdevice-function.py` (``07-libdevice-function.py``) | 00:00.010 | 0.0 MB | +| :ref:`sphx_glr_getting-started_tutorials_06-fused-attention.py` (``06-fused-attention.py``) | 00:00.074 | 0.0 MB | +---------------------------------------------------------------------------------------------------------+-----------+--------+ diff --git a/master/getting-started/tutorials/01-vector-add.html b/master/getting-started/tutorials/01-vector-add.html index e219613fd..6cb2c3104 100644 --- a/master/getting-started/tutorials/01-vector-add.html +++ b/master/getting-started/tutorials/01-vector-add.html @@ -326,8 +326,8 @@ for different problem sizes.

size Triton Torch 0 4096.0 9.600000 9.600000 1 8192.0 19.200000 19.200000 -2 16384.0 38.400001 38.400001 -3 32768.0 63.999998 63.999998 +2 16384.0 31.999999 38.400001 +3 32768.0 76.800002 63.999998 4 65536.0 127.999995 127.999995 5 131072.0 219.428568 219.428568 6 262144.0 384.000001 384.000001 @@ -337,12 +337,12 @@ for different problem sizes.

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

Total running time of the script: ( 1 minutes 50.498 seconds)

+

Total running time of the script: ( 1 minutes 50.715 seconds)