From b28e5064f374f4298559ff64b7f534d42b42e75b Mon Sep 17 00:00:00 2001 From: Scott McKay Date: Wed, 23 Mar 2022 08:46:01 +1000 Subject: [PATCH] Ignore DequantizeLinear nodes in CommonSubexpressionElimination optimizer (#10934) * Ignore DequantizeLinear nodes in CommonSubexpressionElimination. Coalescing DQ nodes results in QDQ node groups having overlaps, which the QDQ processing does not support. --- .../common_subexpression_elimination.cc | 8 +++++++- .../test/optimizer/graph_transform_test.cc | 18 ++++++++++++++++++ ...dq_with_multi_consumer_dq_nodes.fixed.onnx | Bin 0 -> 148673 bytes ...qdq_with_multi_consumer_dq_nodes.fixed.txt | 6 ++++++ 4 files changed, 31 insertions(+), 1 deletion(-) create mode 100644 onnxruntime/test/testdata/transform/qdq_with_multi_consumer_dq_nodes.fixed.onnx create mode 100644 onnxruntime/test/testdata/transform/qdq_with_multi_consumer_dq_nodes.fixed.txt diff --git a/onnxruntime/core/optimizer/common_subexpression_elimination.cc b/onnxruntime/core/optimizer/common_subexpression_elimination.cc index cabf227cf7..e94d8179e7 100644 --- a/onnxruntime/core/optimizer/common_subexpression_elimination.cc +++ b/onnxruntime/core/optimizer/common_subexpression_elimination.cc @@ -318,7 +318,13 @@ struct NodeArgPtrEquality { }; bool IsNodeSupported(const Node& node) { - return !node.ContainsSubgraph() && optimizer_utils::IsOperationDeterministic(node.Domain(), node.OpType()); + // skip control flow nodes, nodes that produce non-deterministic output, and DequantizeLinear (DQ) nodes. + // the reason for skipping DQ is that the QDQ handling looks for QDQ node groups (DQ -> fp32 node -> Q node) + // and does not allow for a DQ node to be used in multiple groups. coalescing multiple DQ nodes into one + // would result in it having multiple consumers for its output, and it being used in multiple QDQ node groups. + return !node.ContainsSubgraph() && + optimizer_utils::IsOperationDeterministic(node.Domain(), node.OpType()) && + !(node.Domain() == kOnnxDomain && node.OpType() == "DequantizeLinear"); } } // namespace diff --git a/onnxruntime/test/optimizer/graph_transform_test.cc b/onnxruntime/test/optimizer/graph_transform_test.cc index 7e46387ce5..f07a664ba0 100644 --- a/onnxruntime/test/optimizer/graph_transform_test.cc +++ b/onnxruntime/test/optimizer/graph_transform_test.cc @@ -149,6 +149,24 @@ TEST_F(GraphTransformationTests, IdentityWithSharedNodeArgNotEliminated) { ASSERT_TRUE(op_to_count["Add"] == 1); } +TEST_F(GraphTransformationTests, DequantizeLinearNodeNotEliminated) { + auto model_uri = MODEL_FOLDER "qdq_with_multi_consumer_dq_nodes.fixed.onnx"; + std::shared_ptr model; + ASSERT_STATUS_OK(Model::Load(model_uri, model, nullptr, *logger_)); + Graph& graph = model->MainGraph(); + std::map op_to_count = CountOpsInGraph(graph); + ASSERT_EQ(op_to_count["DequantizeLinear"], 25); + + onnxruntime::GraphTransformerManager graph_transformation_mgr{5}; + ASSERT_STATUS_OK(graph_transformation_mgr.Register(std::make_unique(), + TransformerLevel::Level1)); + ASSERT_STATUS_OK(graph_transformation_mgr.ApplyTransformers(graph, TransformerLevel::Level1, *logger_)); + + // CommonSubexpressionElimination should skip the DequantizeLinear nodes + op_to_count = CountOpsInGraph(graph); + ASSERT_EQ(op_to_count["DequantizeLinear"], 25); +} + TEST_F(GraphTransformationTests, IdentityInputIsGraphOutputNotEliminated) { auto model_uri = MODEL_FOLDER "scan9_sum.onnx"; std::shared_ptr model; diff --git a/onnxruntime/test/testdata/transform/qdq_with_multi_consumer_dq_nodes.fixed.onnx b/onnxruntime/test/testdata/transform/qdq_with_multi_consumer_dq_nodes.fixed.onnx new file mode 100644 index 0000000000000000000000000000000000000000..a74c9d8ff52cf67e1990943298d2697319339999 GIT binary patch literal 148673 zcmd?R3792kc^=vlvXRG$jY)iOtXw-7FgI7m1|f)TFg6GUxFtImG<^gjEd84W^+O$N+v*#>+uF~Li29Ad}8d%WEw?z}bH#+sJ8uY`R4Jehg= z>C;tz{q-;3@_z64{pZRTzWAS3=I7O)Txjl@Z%pY2uKKQ5|Kv44`Rdmf@_TlD^YUG9 ze0OE<)a-%z1C6)sKXl-h_uTrb18Q~8{Qd*`ckiprw|2kgvA&C_t?xUZ+bDKlw7{=@HeFrywrBIy zPL_BF0(|Xr6X0ile1`(OO(z$v?{)&bRZrUr@Kz7)WOa8Sz}LR&83l0Hb^^T3^E(va z?RvRrfwvRjExX!QfVX^VCri8o0ed-rQ! z{kn@F!VhhA`%%aLBU|0NXs$2c>i$#x>{UBzwS|A)a_HCm)H4npx1Vn4xb=)f$Ne1) zeT!B*9r|m2`Wc6g+fO%i+bUicL&yE64r&WE-J;bNLm$3i z+bH9jCye-Ydm8&DZ>-ejUiAyj`hopV{CV58yS78YJL%-H1-Wq>JiDW=E?U5wzZ3nv z_pt!)(Rk#l=b_J+e&64J$FBQcu%k9_x=VQNK zwXlC-ce61yTi?CES>65WtNuaWvc-OW`tn`Ri|FjS6jE*B+;?q<^|#`VUcBq(1GCND zyRUi8>tB7{ccPQ$Bx{d}<>Rt8@umy^ zA%44d0A-$Bn5UoOwhnS9o$L_G?5L}Y^kO?au%rH-qEOF6pO}a}ARs5@-mtMCpQ_1$O?^#V?*FT6afAPz=^?ZBw@4sqCtzPwjFfYe%hj zUA>bxKV}?WwWGEdY5(?!0Mpw26!m^K4_%_a?aOxnM=pK&^Sd0c+tK=6qC?N_u`QJ3 zgZ~&8W&31MxlK=9luI!8cchzZwpg@{%XdAy4cG!2ZNcVkE2djzYo0*OuiF7?exidC z6+R~MKdx^DqUV7caO#Sg?+Y(04 zY682yBi{Jc+rr{&Uj=NiEiAs!YR9nnLhEgD;DuH@gvF1xy-2;cL%5GV@D%-hHV<8* zpgVxYTfO}GU5@SG)uSW2L`k0AV_Rs!4q)*={Gx29L0d1%|7Tddqi$aFzto~#vu$<6 zju!3OtrzV(v#(nK$So4T+r}1K71BHrTm1A6Vv8p__y>tCFrp{mJU%}qwkWS$WMm%? zAj->6F{Mv`>k@-`QEYK(M>`+PI*tTXnaUXk1$Kux)IyWd+c- zvBi^5J%`w0C!PHN7hCLPblW1OySs;ukg!zNS1{ zarIR%y6mM_{IknH{l@DaPal_d`a_KFVdgA z?$UZmw0yL)_mz!4_Leh0cincyOgmcXM>~Dbm6yHfvg_WuEmi$^>h+?8?UUtWj}Gwq zE7}vUc>UG4qQ~#vc8E^~np^kyqzSwJiV6I?`lbs5-9Ekh=mD0kPgFcU&IdmIJ+Hs| zmJ8$jj-5VvY?wRi^$8%g!^wZ)vMXPLMSYG3O0IV=tG;Vu;$z=6F){!DZf@T5(us+w z7fwuAhc`E~Z*6YA_J)ax^S`vYdHb~!6F>f^o14G!cbl8}f8X5v_-}1){?YGlZtB0k zxv73*b93XHo16Rb+}mF^G4U-t^Rka^Zhq{I6BA$gqs`6#{_cs1_q}Lh;%9$nbMpxL z|MNFYOwb>mm^k;pPfXnZna$0scQ})6!~-+IfHpsI`NYI8CJ7?#B%O8h`&XX7r8!wz>Hwv~Rs& zVqy>O5&VALKb@E$X!8O*_fvnpx%oo8uY>kG6v%CM`hpT(f5n$?ebr7C=gGY0cUE?u zv>99WixqztR^v@rl~@1Z#Ket%v$^?VtkjR;@7Mp6iHRS^3iZElV&X5c;(vqP_&u!B zE%75I58e)eE>&wkIuM1JMO#7+No zbMw2g;tgE;74-j(@80o>Kal|0avqPHfDc^pj@MtkGvl|7EI!`j%YOTBUVrs{FS+t1 zSGt#7iT^LU{JKkP<6+Df9;?*cf4%#X)ln-BR-8nSf{ZWs)xoSCFSYx$L1l4wE4DgI zdD1--jFR^s$t26WS>T4nXe5J_)>i|$-t~LlLv34W79IXsBRkTr6$!N>$4i$hi@lE3 zJ(y>)%-gx$Fq`fj$>Iv@X2Utt%{yM?KNR@cVq0ceyPxqe3X?PrVlN-cUexAs5)}h4 z4E!SRg+<`!hYMMV&>whin#4w!uD63?>^ot&Eb~#|C4RT=+PBn-xt2OK0Z2a2W$3y)s?;RO&jl&%gv%*ulm8l z;g$2oG9P_G2Jt6mR^RVmZ>`qvYQMd=cqTeETyW}3>%k#@Z`(WUzrtC{Y*)E&eec^p zTYYHyP(0nOdS}ND9r3x92NjY}wM4DD`k^zsm3*q&|KPEE0{L(3o_zR7a>K87$5ZQ- zrWr2x8TqNnV}4^XIJc&~r@y+`Ub$;@TSr>_#%@vEu_p_TEUv7cYv<8ichO0L!Sb8p zeE$(IA8m#=H)iSFdD^RzqwNo5+4ZA?!`hfqqj5j;_DtQb%tzyM=3vz5-l81-@aoBp zg9bZ{`s%s0|CKQ{~3?k%^hV8G?@x8C0WGud8vXz9pH+j*RAywhp^#3$p$ ze|Mbzff8Q3GPnBR0sUN4-pAwf zZhUjL`nkF~(zTP}hWM%er+D^D>qfrVHH^de*~M}|nvvywR?K#y;R$8UtQBIq%8pL6 z<)cYIJ?h(bUkvg&r#(BLvU49)dLr;0(d+s#J#uWMcv`v!%sDYR*R=sv2!J^MHF!oH#e?d!BbE3k|>N z6tj)?#`LK}lj`!RhJQ3XJNY2fe=#B54rvZ_wL5Kg?j?MGFA3XvAXM5;yH2+_mWbix z@x0L1gcw-Ppx@2enepmS@+1wcl*@Na#+}5Fg02SKXKmsq(|#x=5A$9n&U;y5t~EM= z?=Hoe-%FRmbhPN1!^mH1cLJh>$v`CY5-+TKLY}(cos9N)F3Byj zs^moJxNG654e4w7{CZxETHQNMWB)6AZO+})x_i#1N#Pzb7mnO_AUnZ+d9f$>xrO-f zZN&$crw`Zz|Eufcw=b>UU5ui=c4&0HM!OyCC&poG@9^R1^9M&O$CFNcybCqAughqhTJ;b((=~r5ky=pyd5}NZsn1n;u#=j!3%~#4A?ZKT{la3pGnMCm4?G zrDI%F+h!*+U_6qJ))5DKxgXB)C2EFuNP9go#_f0*Ern*(iF>{`%E!9za;0}T?sW#M z2MXKBiXa$JFLs?%t;ER|(o?5wx6gylA=${h^GRFpGr!-AYUw#Eh18{s%gSJxTO#J8 zl#+zGeybr;(GqEg`l1L(XCW-aY?>6L+jfS2n8mp|o!jQvE_mJ)OLJ+{Dv~AN54s<7 zd;S|fTu`_38KZe#o6XwJr+G&u{p5zxzuhy`thDx};!oAKaJZXf;ro6)v%db|$Uk+0)Ija;KPS?9KZ}7BcpQ(?kChQ zjG}QIwZ^v{|HS=oScsCkY;+ypxpjH^<=&SLq}rF)>R+XAyCW!$EibRH_3u6%A0OP> zX&o#c8Bh_0bB|;PK5%P5W=|c9+@<4-{(sg_B$IOwg;Wu|GR$sOAF9gYGj|MSeu$hK z!}u;L;x{#Q<-~C=*Y7&D>{)I4$p`kGPcrRv_TJ99u}uySO+CKpcx1YBGhgxYjZVnk zb&?*9)7`pdt|znWe>2fGdNgNmZJM@vBcMwTDP6(J?K`) zi(#{$eY(wRdlYMQP>xP2hQ4aBa6#s)ZfAW(KYogOr-N+p8#nX*cyO$GWa(pVyL$WQ ze&S16GXB~0J*%Bw9LUegX!OYXXO(jYN?9dVKqs2-;S)(5u z)W-Q~vFI%KiJ6T_crLSzJtM8C)Q{7nP4dXFyCi-8SQ4g-p`OM|HcuPb8QBX&C2ezA zUo+w~4uz5qji5+nyxKO$+*@g^@UD!-N*eM!avWb7^a@&C&PGLVWhp%|=#y@DF&Gx2 zSX$;`H&bliTDN5$bnsEPhEUq8vk-mHF>}zPOEn9S~es$&KLp^8+V>f@~SQPfe;l-l& z{$KiFI)5&G%ctxUGrwNXPQTNRlpBwpDC)h=zTt-2c*EqG`)(Q+t7mh%_R+UbvC87N z`T?m7^On!DlswQ|OxL>u5hQXPYgyE0jdoAt%_QuKBx_3`9KQ`DC6c9HN;_VWxuf>T z3zEcO+|PSv?00iF9&~AJrP-nyh=D3I!LqR0jr$=Tay5)43uzj+V^}P8oI7j2Ck}g2 zWX4PJiWt`V{u-~`Yd2So#!@gdFq?xh4?@nC)p5GIB7@O*&q#Id+fW)oo=3v7dr>k{ zH=J&?>~-_n@%6MATTwR0(v3M}sP0}_i~!+Hwj_GD zoR~Uh>Rk4FC$&bCpC6o~{5XrWeFsLKRVx-xc4Oz3weaI-)@#SoEc3)Q0K911XiFR~SymSy%d6`oO{$0!fzUX5-GJGjKxI);ID~9$!7yuB@A( zGgvz5@-A5|G%q<`_&qkP47yTp2iEFC#gU|AK^P;`X~i9f+LT(e$(h!$9eq4!O!Pu> zc=@=XebZCdPFfplAAp3&BrZG|w~SVj>G^CXQRo7ww=z>mVb9c59F#0hp8 zPh^M(XcUE6k<7(O8YY2EQkkF=STp>O<2XU105L$6z>3A_8NGUOLc{33Fbn-4jL|TX zDWCk{hl9n|v6bkZy5GrY&q?zSdK;^W+Js$tA1{>JU@$U|$D;qWvCL@8>YZx$=+eUa z(SWa-cdj}cqbM7REZjVMm-aL8CyVIdgR3vt=?)QWKjqeH5N;bNGtPcG4d@CZ|K|h@DxjcF> zB=;riLVEPjg66g>9%;Aa-dnpHf_-dp+$xq<$IWiC8b(vyq&V({Ba4Kc)oh`Y9nJD& zP|xqLDSUYR6VmNz{Y07nc6Op*pYfKDS;xJkKmSSZuH;0wWp{toU3@B8h+J+Gwt;KXk|aQE6cyFm)Oe;=Dz_dfIH#{Y5XM0Z1Rrq16w zzWI}lPZ(cZtgg56)%xxCeEyLidr!FcZs!xrz5MRZ**KH-?)WQhGZ-DCyydJXvt8$? zr>`9!A7&q#9pA)R`$(&EUq3zFxO?{WgZGWd!1)9M#pS7Xc-)RdLr*H&TGeSUrK7GX z&MlqzRO9yZE%!*SG~4;ghEYF${)Bh`Y7%S|)qvy3N(!JLul$TgKo6Vo|w8 z8QPPll!xBhJcU3qZS7gO^QQE!e$E~tLDb)uTfO{n-@S=@jWeIOj62R(me%jI$Wc`_ zr?RDN7%M&1?DIRSA1A}#IeIiI*qzP3>z}{t^of}_f2=dVf3bVdp&Gf-TAVu2%jC^X z0;KC%t4p^wmzzoSa|1V5JBOL&99JBJ_p{*qynlL04E&AA&pdy_(bR4+Zg@#+;c(G7 zQZV!AQhP0oGLN=JmbAyhUCBw?9{Yg^!sD$YN_upy8U(S)JIv?Gd(Z8Qc&>M^I1TFRjsMT)=C}Xj=H@Fwmi%wm zOicU{2$p|^&qI(kuLY^{z5f{`-XDYV`d6U3Kmwk?^}qTrcn+isIKPPjh?%$J?;rTH z&CS2Vvw!!s&CTmU`kV!U^DzE?7y7yZ&%GA!dK1W>uc5C2h@3Bi@cVrbKkxoSP;a>R z`?$9P^5z_#bwT*N2+!Q{W)Oh5b_nlzFW&Q4yCx>yh37sBdhN!)*xdXRjOC4gvbp&> zv^|dJ{w3b^X|#JUu74S0zY(ARE6AYF;r@@~oi}_x<_J>hoA~<&(AW3lo&N$v(aUjd z7Bt`6@SeZ;_U2|4_x}^xhZx5n;@Sgfcl2`@Bj)^3keu~LHaFji`)~W^=H`FFdwtB~ z4?$!_KZNmrWpnd7jQM4FzlVOoV@|vr#1u#W4#xLx^rimW&CS=~xo@MtmH&Hl)BNh@ z=1cMOYk#@9c?NU734MJWbNC&sAIBX29M4{XzkSU0+xUC{<9iT&{?7MKOe~?#zx_88 z6SrcluRwn-^!J}Ix8KC|av$H0=l=rN??T_diJxy_On-%UKZG^hu_Qe+JqAg7Id;Q> z1U!VEuf`jH3qM~6pZC4k*&b#*i52=P=(_)a-FPKN|D(8e8&;`{ReS_1q+@n}{0Ezx z-}tr7&71M;kE87`V5UEd-><-ke+p9i$7pjGr0N#*^$2GFyLi{1VTG>3DiFK}O*j7p z{a%UB8T$CwXnQYq{9S1OHO#z<`+tQop2PdUfn7||uY&d|?z_16b&TV0@y<75Tpp6=%S5|3wJgU0>r|G$eddH{<_Wujd ze+=!vj&c1y+Wi3}wIsSP!@9i|*9xr7k77*?jOiul`@OjL28?9|&z(dYg6rRh`CkrA z{CTWr3XR!eV&s|S=%Uh$#}Xqu<65_2p&#d3!|T2dz8uN5%hc<>!^iQjzK~{n!8M=W zKFzkHgZ_`E*>;u`+iv!kB*k{>KAt%X0j0kN0(=a@@B{e$mk?(eK6+-n35Wd@B`rq~E$gDspe+2E<@cUi(edT}H-2DE}LpdS5D`@*E2y6>|{1^Z8CjKKnFW~1v zw3&oL9m2c6fU%aY?J$1-5#IIhu|_Y!d;S|f{~g+t`I76<*FE_AFh0Knb9n^6-;H;C z3H{!R{!ZiGKgYO!8$Z|M+Bqox)fiK$uo>Dug!%k2?k(aylgPIvSgViYx`T0CgME@P zc3(%X?ThH=O6&p9z~&x&{tLAKOFY-c+)m?tKmZe)=<~aAuQbkA-&SU-)62HirYA-8 z=}UetQvOFX+kYN@`1M<4wsETbQSG>pCTClv$mQg29O8RX;CZeG?$_}emg9Il@+-?mOj)~QXlEuJ-|#)=Q|jB6X1H$C z;w%mVN8+(el3AjDK(QKj2oMaW(iJlE7inE&I-jwdyA8Kx3*vZ|$++X2EIrcn5*86V z-O#ewvLh-}M=+NgZs2L2AGBjlFvSm?$Rtr0PZ7&X93m`AqBc44GySOUl9&kQJCp^P zr=R2|=YeMV#BjJn3~Fi$$jt*&t>!2uQ6frC$tGYpxX~ff)jh-J=Aw((O|jhODD`t{ z_Whh&vgx`Zm5d`qtk3D@$Wc?rw!`dvJ4u>@q9>;6si);Ow_1rE#=_Qu8N%zaYOqKK zSO6syi4%KCTLj#wHmUDAwktHFCCe4AF-f>zYcMeG9`^`Oh@iwHrlu*1Luin>yiFo% z_-)e^`;3|)eV2K$$1F4Oq-jv$SXSs~D?KS|)APiQ61Q0NqC`eCaaiQAmKXCR@N(j| z9DzMuOZ#e^aZ_TgW;J5+h|}2SE(4VVPTFwv79%nqd0sOLsl%ltlvz}1@zA$JmI{B6 z#VLYgKRiTrCybczbzz!DVA<}dWi2!)FWRRENkVm9v}QG*L>{&H`w20a5ej4sJUd`^ z7))P%u;RQgA>gkz>En_Y>}QUGif$I9cdO zTWwX0T8(m#QjPkQqmM8MY(j{`+&FAe&#~fk#A1&JKBt{%(6xwPa3b;Lp(()kGYii8IV2~IKs?VL)J#Id)1-@~EIP%uFAWc}@U(?rX&8Tj! zR5b4mneL zQ~Ao7K2M}~kfk!z)yApCJT}x}0uGYTer07Q(h)`v=?>h$J zZa`oZ9M56W+S9UXmQ}T>=B0V!Ia=E#4k3QW>otkRh3`hDbS=dd7E>uRnN;@kNy=Rp zxoamXs!2iKN8xF}0l4hu{e zMxk=uMgLHV$lWV4#_Xo$+)H67`x`|u91A!JAre;@swZ^HYzuq{QDHZ2MD!2>f$SU|hu zw7-VEV7~M@EU^@-WrL{6`zZn6>Bnu6>KaDr#$e(@!H}no1W5xKxNgf-3H&ojbZB#k94a1}!fdfN+fS}ewdcMO5FCIg4eolX5BC8*2=_5Xk8M0J zrQl>m+f%zsbM3atZH?-JRUrwEFGHcmal>adL!Y5~=pvUYGr3^2Q1Gd=8dFVeR@7&- zhQBT!UKxh4i1wj**JvpDDz*GNd|k5K@z=9#vD4{_&bl45Id1u`$%QaXkm*ALa8PuE zeAyaySiv-;g>2D}Qpa>m5bzNet)|KncqGX(j{yQ)+p=w2)lzM8_Kn`GcO-xdS0NU1 zAxT>&y|7Q}d*=4OGdip(;@SLrX>NDA;gSBaV)p3TMo9(Wo?X#2;H%!JUf=0Cc>=g zF^po|8w$_ygh2tIu-+a_3h=MRJzuB31|B@73TD9>RX4B@ z9QzLs@3@@W#2(w!(k}o6g8c<oV(8G-G@ zJFxnc5Ng96;FWIq!yFf(3~t-Zw*esWY9a|tgFu{u#lxU62&e~#?qJ@qnO-?D%n%BL z-Wi6-@qGD$vcqyxxJ59|@*Z(rxL52IVYo%Hbi#|^`a(QwIj-5#EnO%YsZASjP(g~R z7$|o!0w-Lw939j2B$g7O%di@I4TE~nSlzX0?7o8d!V|pc zM~s>U7x~?uK>FOHfnl>&ipdxbOEOL(A9~}3$b(8$xA<_BhEsw%)7NLL%6`pRaLhU& zapD*ua9^B7RQJ5lE8pu=f^r{Ms2cGaw)TF@o^?dvwIeuOAFGYU!v3ZsuQOIXquGD} z7O|A@U{ax`V*uYs1f_&WVG3lmw z5hA-mB0{g|9m&l8va9WDh^RttUpQT(p3ldt?GHB)%B4yRnG_%KPBvv8X^4Ku zTRU=g?HlLTPpl41a_(3B#8V<=W6Fvi`+8`0gcK3;tueDs=!o>gMA&udqGgve1tm{R3*%E?Ak_PCImB@zaU=Ht5pie15 zK!79&Ovm3}SyV|kS{|bW^9;G8@x(i8u(#rPL5-?*eTxcvW|nl|3MdZovT&mcV$p zWX5o8PTHYO6&nF=z~U%`v!uj8h|d8~mQ13;a&bUiRkx)G?MVo84|{|iwSmk8GdLv< zVrzmh+jd=`PFfX~83PrE-6TQi3s=x8-Gy%oiBd=%EA84sb6E&W+d>fu4ItypbcAIC z6QZt`Xd1kO=S3DNJtG`|;HBkOXSm(Qs<3j6Qjj^+OAHc*rAvx{`{7s&QwOqOR#ocn zowrqP>VhM3v12u{d4%`!D6t&1kC4HRHOFq+G+-6r3Ajx751?ky5FVR~oS&(BRogal z+V+UAAez$MR1o2`-2N?Xi8`Y;=`Zc&73d^&Q6vnOq|{E=(mK>tjSk21@QSDZyebZ~ zq(xx)ordp6F1aVBEn8N6=Z-)&u(xm>o)?5lMS8b2!Ce@ws&V6_c@V@B;sorl;|n7& zN>_w+&QBc-yDC2EW?+g4gL5N+B03laONTKly#+2fUSL^Tx#7$}m+Zron|_1= zfGvd0jHrYC;BZ)kwM_14zB9wqgTNKGf!&&GqzHLRXKcAXv=g8OMLC40Vc2E>@0A%9 z_{Kv$scMrB>`t&0aWF%IvBmpCwXW)h>5md0Bm^ugv{R3y!!#_EDG*^!9jL*Yip*2? z>iZ8aAcQQ6jF^ld$T$pXG8~IIv#wh}qwS`~u~k@(D&?JV3azBkAfA1x<)QYB8!tQ2xI2yz+@nWfn38d$T=J#un&M@F$$<<6L&EE zUNiP$r-rH`pW?+Z)G6~)Zd=lvN2v~MQ9Iyq6azs33qnFm6b+`!k9^wX``!awLv)k3 z8iXpu%Z+pcZWBxd5Gx#_o2>H8oT0w&x7pg6SV&dVXni_>WpF?YIVGS2tW4>uv0DXX!W&kG# ztP79|F*F5nIcOD~WN|nQ0H0V6>P5xUao5DTfpRllx4oQ;lGimu-+(@V`ZF>Pc-L%L zwa#K)3#99so@A*80NvTou@J%t+c}EOBBkP4L0hw0Hnz0Nd<|?xp!qR(rA@T@sH4az z7pCNd(evFQslTp+<*A)E*f!bTx6SQaAn52gYV!WqyfY?5nuY8y%f z{zmAA@8(SP=}aFE+>#O2T7yKpBGjw|{Cha2b)bb*8osQa!s!S{Al_1agaWDbP>7s| zR;}7<-K|c}+8POJQKu>67ywkWV_Ql_jEWBDNp%^{2}ih52oGc%0r*}bq+V8`ShlAl z=<)Ohw^EAJ7zE|jmW~+JE;$WIAgkVE!7Lz1gOwl)Eg!rntUvMqw&R10!M;(L3ziLm zNnL*>UK$nwVjCfou)G~Cu$n1gPr-H5mRoW~ocRgD8KyRXRa^|2n@AQgYy}6jg7t=u zYYzM&dS;3TXNm~K0igka45tm~22;RLVHyYok8s$tT0=)|FO(s&kzp_)K^|fjgh1g^ z(1x7@ivrPy@TH=(LZD25zI9P?9g#Vz>V%qsJ;uOO=zw9P1C-owDF#7xac*7&O^Lt@ zkqq@LxGeCy@PI+gW#ai6NCSi<2yq&;Ge?$84*{_VyFlq)k?802dXK^1yNE#Xe8)A9 zGHY0GG-X=>%LLXCOe4qxfGJ=?#BL0vP1xj~!D56vh+5(9RcxRe=wW8i)FM6MCl&!d zj)4Br9CW)!Y|mC>M`aqA2rcQ>3$3n^beav6uv?ZEdHO(COva2LasdDAMvqqlt)}_l zIV>BYe!v%~ttEbBT74cPqDRLdfB;27$rVzKO%;WI5NptCb5VCHSZ(@UKXb-))whtk zfj5Kg#wH>@ys*T1xJr|>M{UpYObzM)Gn>G}41=i1vJP@Gf{E5SW&sCz2o!q}tf-@D z>{ywGNe9I+?qEZNfJlm9n)z)Q9>W^D0(3FlvITeO!9ccF+-k*? zzDywS)NOYby}c5k29_)wdjKbZe_&h)!O4Q4vC)M|Gm%9C&C7kGHr-}=cjO7god|q6 zbyT72F8qHO30=jOnXYC^u*(rsb?G3G+-<1U8@n5>;TAXa=;FgHiND zUzdx3D2VgzJdPmd0P-BbHDh)V%m5f7&;|<-;>8eiL2F2>;4lr2F@Wm!r~>p@3KfiQ z5ffJuY0ysMK)p-mBM$K_&Nv`D1Ux!Q*!URmvw(X~f#yL&U~V8_%D5lfC85#`hdTVY zX~CyhIqV7E6h_MW(%cJBnF@vM_(2NMR8yuGJ+G!{<^j-YB#0wKx{x~Ig1#5vY2o=* zM}SDcDnMY8kcra|`8cXJ``!h+2xg0RMWa;> z`4Z4VaT-DNR8Vihx)NXb{tDAhPp7M0*ajAHf#rA}TG!6u!t@ z%PjNA(g{uQWS-qZW~1lv7Elr*mJ-!Da1JuCa^I9B5#VDGQ@d&?+KHXgZgzz2Yl2dA z8wgsFcr~5g(N1PZY}V@Bm(Sdyg^rKoMT#{8=|~L$?T;jC%ef7qa^32nTA6D?6Q}p> zsqCEu#8d9o*1a4|uvyKzV3kYu$yX6?rxYjBT-F56)!XVJQ#ZW|+0(=!2!PgRQle^N zv4LsFq>7Zf|Dk|P`ZVXtBtyvJhcNO!@(b92%A_gpnOAgG$e;(-+QNzeCxfZd3G%jc zSQ7Q#d-vrh`|&WI6S|$NwrcoV*r;;H;SH*o(=ae_hi%#gPjB!;Ru6HBJ|o`g&0NpiNMJV z1r;4Ydwmu=NId&UX=}o}De58-4Xjb?G)%Y-1>{uWSOL<{=MI9p@+(~ljOXA`LPXrG z4{xnn()Ofdi;_d-NJgW`AhK@GkmhN@ox>U;8b|QeEiHu)``ZE-;2ftCJHSqcv5+bQB3V3=Bh37$t-)p&lF&71<1>mBA*N$XQrpWD+evdss0KD})NCTvdD|o}o*i zB)Dj0-J0LCgPx7!Pc%XV>{zDt8DxQ}5AryvNlOhfC%gx#(_9eC?V%h5{2DbS)>ws^ zcTXVLC`)oYB*X2MOP0tcM4l+R#+Vw_;cQaGYkllEbhUFHb_-|~;R3h7 z#sXGi2teXEi-b@L@e#sZh$?adrC9-cM9M-0K|RC;@RA6tEs!!Wzc}%P6c>eHBP)q) zG5CMbbS~1)C?*1X1SAaphk%@hyE5V8526a>?NJd~J&^uAyqAOehovdQ51?udln6o& zn{-WR)qJ@UV0nF!!a+fjnF4C@Mkula##h3Vn{FiS_=pE$34-gyh?d!~WOK1j1~O{W zR9NOVr5iO67Rx+!{QJPS5kNI(-oqsKG%W4S;L9oqjzyUc^}W=~hEWhmL@fX^CBKi{ zLV_S2F-*zgK+8I)z&TTdX$H3peif-|h$y5SI|Hb}q55D@Vg?Etp#)Y830GM15Zc%Q z4Z&utGXJIlI}yviQhy+_Lt3-dy0rjwio#0iinE4+Jh$*O zltKyy;>R*fOLt0hj?5+aD%YFCLV<soEAHf)SF37A6TrCvT zzd$^RWutD#K*!8c%7m>7(h$X!HV`xQ>jZoth-^Rth%Z5@i5UiQN>h{@F}-O}9M~KI zaeJr)VWA)U2rRKcDDI%AYtwyu?yOLBh(NAPBY_DM)kWGAvgg*OV`Qa`vLww{r9T<= z4tm9GEFczqFXvWpoS9jD=1eh(`~!+lQB^SF(^>wGWq&X9f9_C*v?t5~*RchbshCd5 zsJRskh^{tx2c${iau7XQI>yOJFeli>nqkz0Q!lc)R!~ckQ`ZJ#ohxu&{$k|xk$9a{ zhvLw{o1LVcea({x*|@{i;pq0hoK~_>1MW6g3p7f)p#@4kfUb7&qd5_zox@H0R+$eNI>|JK?&=U++ ziD!|776Rp42$0L`kTehUKXX90xf|49I^Zm__)E=onfodT}CdU2yGS zuSy>-=IXgN9q7$9oOp~E8%)2e7V0qHVAgT2*JexhavKqazEGL&eUWKh`?D&^_AiL3 zroP;9&Q6DcS@g&N-|AsBP-aXBlA8Q|Eg|+;IInj+ONQ8@z~6TO)ye|`!I-Vrl}Pu) zhwdv+ixxPWS6f)^WJXIn9S!oy=D;HH^h|#HWTaS=dFP(j!4b5prpJ#+6DwhP^Ho*j zE#>t3+SiU)E5nZrqxNlLDILG+(4jXa^p;Q=A7!JjwO#nKgM;IH-JX%o5(P;l2yMxc zOo4I%qpG145gX_>-Oyfu9YHZm(TqJKE_oRSZiU)y7NiP10nbqpg0dkHnt%+j#Ner+ zq@@(tGd8U(Aa%pR%k@**5_`zb zgOsD7h^vNvu!6u0{1!4qkUuH2#aWbz+n(XUt;iS^=Pt5Da92e2V-)J3a!$7b4Q9w8 zFkB|Gu`WnSRKtRL^^x`ME(p(z5Y{4;2TKCl4N?Mh)U%fMyO3_XK!OTXf}j{Snjvt5 z0RsCC;Rn%%Z!|%SHa{;#Q*@vdtf`{r9J0ZXfU_JgSr9(b(~=p}O?`}nCM>)Spd2)i zG6cm71CD}vlTEo^7lE*E+-vKhHaIdAVS((bYih|DoR>=$95=LFESL^Yih4Sx&0F11 zWQeI`2)qDLj^q}A8w%eIzad6-Vf( z4+JhOnLgNFVvv}6>0U{c5*MJ%DU_juFI;#ybTh=dPBe0P0LTBI{Ov7hY7e zEbizqaU7NQVo3)5#LyhMfE7mo8-Ozey;j;x#85D2$UDODASDe77XcJP-PCbTfTnaz zga}CZz_Wsm93ZeLS$&}cBJqWaSKX(dQg41hf&%E6R{?R04T3m}=Lk7%-qh zXNHO}k1aIR28c*a0p1`<;Gmopx!~&*B<(b%9277RvMH$hM?orq&o|3Rshl$EzDt9T zQURnG(WOh*%0g2V{i9UAESP|jnXn%)%HWng8cJP7LJz^93UpC=AGls$L zB?JiYRS*$`O?p+%kic!=s6FaRQ44_L8OMonu!7{V99k0eRuwgCx?vc|w}sg-LnMy+ zoq}7)-sf}V2&L&Ecq~qH)L1aD>BJ|7i2YEn+i#y#jS8S8lZR^=r2Yn!o5Rvx$nJP>bw=$3ir$$hkDF5;snHFI@8sX znhe1g)S<&R_}eCOrU62D6g+?`a%N4w`v8vHcp&cdnhqWXr?io(hWk`}x4wo15FhJe z=^l|ZLL}8FQmPK}*Ycp_qf(11Iv^*I=e_mD{`qE8L9!O<0SZE;L-0)oD766>O;lBd zT}COAY+;jGCz07HDaKtV@&umrXp^)^o95FmqzN=wvLAn3$FlQ_?bg#Cei zVSYyY206AD7{o<@Gw6b~Lanr>t(!`U7!#pAs^B1#Bx>hu&YN}rMoCp<4 z3?|aYDj=eFaa5!viw4Jvg+m7^jxPcndZEniyX(A;U=1Z0GwRFT*X0z-G^ zIKFhFj=IbaQKxmB#7eqxIHS&!N^&ZR*M~;4RiCQQ+`2!@@?t5FNcv-Vx~3g0zrLvx zhT*_hQBK6|aD%FPqq$F?eaBu9b*VsI3z!NYL0+)0i4+YPd0=soNCIH&c8|^9G#O|M zqQ%BHWrb#;&MZld6lq0Gpn4cGkMz|5U#Q0t8$@cAqp-$6S>$|98lg0xM;R?}941tk8! zEji&NQsAT{rl5Y5Dn)MKYmrc2WLvdVH6tsm!SB_vkEs8)Huj4FK}3)`U6iY$VnYW* zino~|spf#9ElK7MH#84*EI<#)fk3Ws?gPv&Dtn6=hbag(Fiqq~93NjbQ`W$fT4|0k5`_9!=e$B zqL8iS&|ht$#2;S3zH{Dn;Ep1Br-AyS0A=RwvdAAMiY^)G)DCUuUDK>qg=R*v-dRR9 zII`7T4}iImH+QL~p*{zx4T8))a)JmH6gUvrB(*(?G)H5ZANG+Sk?Hz)zKQS?Xdi?u zaJ0iKSVI&y;`{6p9K}e>lFE$ZP(jaFybg)X)-tL&4^~;F0eF)!cyQn~P|PX5s0>nJ z-HTE?9%?25^bLSAzy;xp~LoygF=L19@F;+IJdYbzww(-nTPq=rB!-K`wO=w!mCz;-d~DGQE}y&du{I zKGg{Abmec{m3?J3pjs)Maf*_|81)Y`IDFzQh#~7p)OOfMWQTJu0 zD!!jY9UuvcxCD_muq_~5!hXeFR8lZNdM1Ptxr*Iixetf`a00EQzb$4o?YVcf2-3b~ zL}W2VQNY{b)L40Xgao6^f~%QtYJrLXJFHTCD-}cOoQ@h9a3!eamF`V`s7Yk1mFsHF znuG7S>b1*Se+z6QzWqpr$rUz&d=CY5*fNMQrW5FJ0%bXFn6^9c+Yl0~4S46K5Desi zP)ONfwoib7!StB|TNtv>&s6(P45+opCfyMUI&v|?Q_ul*4%jtV|7gzwh zC?r9EMWQT`p=lM5ERTE1MMg83B$M%ECRfRY^ZBhZ8D3~6xd=H*PZ zZY3ph5Y}ty_7_a*RWo%^^Mm9H4JuuohTtgfaDG+%%tRXjR2Q9I(i#Lh3q#bq;_c|& zxba0dRUwGIzLjT-kZRRv!LI7i3>OM4l6_1;TMdJ*Xxglt!;=k9=t3lO^~{PSB@GKk%iqIwX)hznKC1sVj1b{;vG zFHQF}OV;QS@@d;V8*$OPv79W>XBvE(BcLrr6exs^wx#Caz;o{S?ttRnALYJI{m%nL z9Y6~&TaS96a)~#{oDszrw!>hMgM~)YOm65DKN(QZ5neL_LHl4h@XhJP3ezPR(czZvftvGq0-vAYRkaaDkK)|&Rb}cTGKCbFOii$N z_Nja%QL^G42BD1-!?3jwFuXA&+9_EW`UUqIFh|ZuiawAk4NcO-_b>0y-3L>cVT3t4 zGBX%m)-*kVhA+T0Whz!`+0sxfDzym2iZ!R(Wf%|IUK5PDkEz}9D$%9VXhbFANhc!t2r`6r6AdZM zgYaH(VA)~srcfC0IO#Ak0|3OKDHdR^lS~G4(AY`tUiR&rvyPQva+wPJTxlaT@c_|c z)G>J~joj{aI!Q-0kwYMfvJflGv7{l-_L9T9BY{eR5`jY@EuyX!4H)hJcr2GW5F=eW zo@1T`gdYVq!e)R*IzXg8p_d~RL2dya%`4`dVi%w}<%0x%T2K%Q-6x_a4liyACl<^8EqvfzDypYmR^k#`!1sF0_h=I7kb12GMC}_Y$dMI1hD2wTlge;XFHAR-{ zrnotP;4>Dbk1~XM2?~Wu!|x2h7mPc=6prF#i!_mFEKtt~RK0o>wY!D`3aN!vmHXuK zVG*Hw>R|yz8H$?#ZaPTbb`6bFA@nz4K--=Js0&Y{FZ+|X;Z|Vge52G&mFDPLzv0t2ko46zLM)kd+xP$Eb6j!L~W; z6(^|*N`n+^45xuji(46b61p4FUoz%OsyK@+ffm!6RcZOgjM6f|dCW=7T7f{Ckmca^ zJ6@*`c8?wu*&|99V13XI-e`dKsG{U%@dBgG(5G1=*~FX*Pe-?wV7L^`d=L(2eHEUb zKP}*W-ZJ+Hd)oxCb%TO490&ny&IYfiXd}N{9GS38j^&>|5K#$wdx*g-1??6B=5S!D zY#u@M6k&<917BPeO&3!xPi|u*4dO(MJQe}165kr5s@~TU)G}j0S67&ftDOECESy$e zpxyABnBftJQzbymnnAbkH}-}KEu87&$w{xKPHy3zE)lQmt~Bgjo=;{QE(h6Cs9wa8 z?aCJZT3bbgU@5p*ktF?vNDGc&oTqcpB-+GOfB>@W)ukX+t7&0tmWfDRutanyf@=~? zJb((#K8qOD1){zI92Np8-_SUf1sjY!U)=mu7jP!9mmFy{#wa0RX@qQn@!5z!tzGfrBHJ_;Z3 zej)LsI1_7@Ba)>iRQ!AaUuWVav0Iezx>;=F!-U3W z0ide$cp@-Y5Rb%~C?b&2=_F|_(93gevfV6&AByWw zUZwgHI}3-C>CnBUQ=yInp6_UJuT4eZ*&NDja#)u#nW~w}ZR1ALXeLhj#MMs)N-8Wu zD9go0N3{X|=l9LfIz&6jr^?c`Nd=({7i*5kGz!;SDI(LQl39mQtl=s)OM-qWj-sT^ zO~4M~WCH#1ylxQo?+W}C;5}Pmq6jyI|JFWQTma?FRUm`W=!0JY6^g59(GWZ+1W$pa z)P}7G6@gYo(aH*^%tK>Rz!-qnOkB7&Xd*#|L;T~R=dQgVi`Kx67AmvIh@8pXTCfc` zby-FT)Dq@I3cg7iRW zAcOGNT6cuVG1j-$f?B6cX6rGcsfs#+A}{1Zx2F$j8Obm}hJ?zL##zX3gugWP3G4>S z7!4f>zTEVHBP>cra1}}p>|rjaI*IsfOW#r<2{qkDt>)51dIqW^YGkBNUOaav4--4J z5pu*NTnkx5KKb2`9{jPoM3_)i`mmm+Wwy**qmNM7@$Lf$L%9Lx5Db)0i|moaCQW0k&K)gxt;J+|&OI2pT$z22acT>+ zfDq)=dSYSNnuGb~oi!%%aF)5P9WNMH^LeC?Fm|bW1IC%Hhg~@$YuODq^o{3dJfYcD z?(}w3Hqu>r)VnG-^Y#1lG`g)4d(#`tW}b#)0h_`i=^K6RcwBws5qS%Fafx-c%t>0M zCL7t-sK33NBxkc}cCv}B2C+w8&uK?SJ*q5?vo{Y0O+z^pAj)dtt4G~nYT85X>;iN; zu;-S9Ixh!Z(R8^qb5scQ`%WeqgdMOHkkW*TueZ>+L}Tn6m!!hXD0=0-5srGvBq(0y zPs;fQ84*%D zaB6?CW?R%onk| zkO{KQKq{#b@L^F(nl#a@YU=FFpg)HM54675I+Uy)U9VY{Ce?4ih0Y=A#*?_xUq${E zjMCQiI!&Xc1{Psq9QE+*v~9Fg7%?Vkb(JM;VLzG8gX!r4hXWXnfvN{b ztOdc#viGtkFbUaQBCm$yk)sdXU!bNwxf%E`XeVc_pR=dDYs3ZqLcl^{vVH^2EY}uH z1JweKY)fzTEOhE#Bo8xu-2&QOAhS3K%CV=A!}%jD3`lxCm58@i|Zc(hLVQ zdJ*+G{U7A9jr`E%!@??#Yaj#DeO-{jAb|sdRSRgXS;3IaW23Xxqyk_XGq2_pa$$o~9W z>!icg8@i7$ivxp^xySC|(Se7h1ob^rtAhG~&w7(rI>7;IB~uPzMymD7{tHm2vc4Z ztQ%3^$@Ow_n1@|*GP2^@GRH8;@%x=|Hian&4bp7-Bgi+E27zD$J;$tCVFd-IesG$S zltwxjK6!Qq5IZ^_Q33I-s(gWi&xm&sQgHyW#8dcqIs^(KERozK@xlS>bSaix4Rt=f zLb@?1(S-g)C)-NM&`k7crvlzX6J{$3VDa9K!yAWuN~i$QvUvG80X+s>78-aOS>gPO zLk%7m?F(zrc)E`XAz{;k}vrXBpt9{+-x#{EgPmas0%i|H>oaiuhP5GJIx)ck|icl7RCW4K$j28aDy$XW4M5b?bdTVJ!cA z6Dk%KDB(Q_i0D!2`ncwVEEowX)%p}aCHNi~Ck7f|OUw-sEgv^AeL_Y`dr4j4z%~mU zL*>}Dq1ytC2m_;D8vz(FH6cH)M8oUx8R=*-XVWs6QIt|?Tk`%$v+>K6roy%mr3lpB|nxUrHh&9J2Ww`C23M`_42 z6Y^f8Z>Ti6BDpD;-|;7%U|hUBKSMv;U6JQz(+JN1~)o$`;W9zpHACDYO>YNr&q&gXjAcRbE zUUD=g7I+A-AO$BUDqSqWAY2rHhOPnsXc(}l00psYi6JSV#h6QZPO+nNCgCm=!E_Kz zri~PuGn>FTZb&Cp!F;^TOscM#rJ8i8bZdkGn#m|pGf+W4<3I!$M>kDii>0gZ_>?w0 zj?ygHZjnyKF192AaX95ca0E9;#0yN#c_vJrikhPb1N&@Q_Tkk?+#g zQ9vsMykK|t8MCJ+P=FB7GhFu|@A;SwC#0-2JA4ub?h)b+(0WS)|NE9CTjWE9AJa$` z3@RxdZVjxcQF=+KU8*7JE?w-X;VM>Zm^q2@@v=D;TWI$~@6EuF$&2C$Mp#)=VwztN zNdR!4R$qjza6N?QNR>oF#$;@P&qn0ieMu$Y7i9*j9i4k#8b{YDwBf!Ae>qR56K7=2 z@<>umr(+MEL(l*=BN$|Abd)y5IeQ9lIdVH9(2a+550!TntIn$M`D{RUN1@BJ)?-EN>QS4S9nQ zrcX2r=!ilvCpE?=>M0nq>BxHH7eG&8Xs^M!z+d?6`2`Ub#ls_p@jxe8Y9A66z{g5f zehf-pnNPgn1eXQKxNKDtP8AZF=-ROU=J(hrl8Ef0<_D<`RGRTP@A%`$PC57>%ADfM zL*!PVf}ra;kuKnpQ}JP%DpEUumyAOu$eGxs-QF^Qi(rQV&v4fgeRD8!B+coW=2Kf2LALnL zx$JX;X)a&J&T4u}Wg7-RGSB=Bdu}I5d`)Ui1)4y>$NgAK41bu$-!4Nv=akTzULvEB zipm$l=>$OsFdsTJfnje13^pQam%o#02aKFdhDZznPj!-v`LOWqQ^5%gDV2q_ z3MddK2R$xH8+KA`&v*h+KG4^SzZ?dIZfzc0qgw zaRC(KVUvK^HYBc?q=cK8ln@d?OGFgKr;m^caH;a+D#9esG9If8YW9p@p==v1jt`sB z5Mk2LnxhZ{v2JO37kizvhb2^RfgwtB;VZ(nf_A zdC+mJ;vGLyEge@J>TZvqU3QO46N32(rU$EzjY2JAfGm)qJPLJko1mik=y{YDDScT- z$m_zS2sb_@?HDtcGC+px!M4g1>MCTSY1R?`=%Rv_6{64(ygf1CdB%BsayHH8v_RRQ zfshq8FBs9<0H{q;6p<7ZT4=z|c-!kWW9 z2>_0QH=1x-(>tTznutI`3!;VA(ngOGb6lS{vL^oc2`G>;Yf^XbtY4FjWzN;v%J%u?om0f_Z@D=_rVOMa;|zz@u_pg|-8U zA^kfUC$w*@SA~V0$0o?$jL)CSYAPBR(NNI$)7uGW7K(@|LRk8HDos(RLxTz7w~!*| z!0STs?B)mtV7p9FhNDe&4H583bPAHYlzRzK2h9;~Ee@anWiS^GN=MFSk(!)B62mP4 zbORajX|sJX)BuElgBUjBlPK@FIiCriVUEz=fCq8K3%Njqnu>Z|fJc%#e~%P5>Oj-` zvkEV3oH<(8St5j=#|m-^1Xq!sJ_2H=Yz#w1*dQ{lev$Y^4-o}(G8q_TR*hPcH^I*2 zcE1RhgPhn*C8Q2fL5#!GB9u_EdK3J(Ad@E9)O;&^bM)u1ZdiqY%qYkzPb*!FmJ_H` z4I+x0WI$bYoizm-L9{_iEDxg11Q3bG&s`0wLhT5IRgiarYqN=Oj zfF4UCID#xYK_7C1UJBX^%8jNIlua0R)l!5BlKeFU0;Z#nYtAfNuBirROG*O@L@+}_ zQVjUjqXHQ*)V+}=foGu~We z%SW3D5TT$di=-k)iz)~-64H$D1Xs%WAV+0-)kZ*Cr0aA(NA6=L7jq@fx;+K430(|OxTcsRO@^bV zT1R6?RvCFDBy|x+%NmHL;MT4;_v1BZ1Dk=`Nff&R(jr)yZ$M!H=19ya$xT*(cnTt% z?PsVO+mvLYlmwrx~FjS-? zqbKBn9jDbikJo}b=5bLH(mms(5I}y!o24X#Tg4ef(Jwd^fgNz25 zz5zOjbWf2EOR6=DE!Z#Gea=#B959+x$D}+G%M9xBEEFyw8ex+kA1;eIoD`fG@>txf zlnvC5RK4VHJ!^GSaClKJ;Af=(lY^UfO%DeIpwlk; z_-V*y$H)ZJiSvPf32DRU52|KT1qmG)@=_C-m!r?zA;LB`Un1o~m>i4+@J3TuA*_BC zv2B^jnT86e3@n-a5{^Ndyrq`&93Rs zE#=fE5p4wGLii3HwXBc#vS~}505J;gpVLXnhQV60tHQBnl=a|)e3Pl0@l;W4!xD%) z*TMr&%L)h$bSM@gm1;QP?-SdZlXm5q@ZsywB;}Ta6duGLv)(f@Xbq~La^9WJ229~j z&38)mIL0nb!TCb^OopHhO+zK6W z72%UvNH9d~RfMqMFyTH$z>i~s7o=4tS1g;TGP8Gt@~vXV%Eg$gjnVcMLb4L ziG~FfGV>745tGu1@+lFWsI7<)h}3TA^TSnxA*jLGGw*!gOz>W^JH|ayLK? z&rOgXiGu_%FL;AUa4J%?#=;>j9JDi`R%`d_jh*_=;gO`P+64iO&QP-2oFs-hQUVG! z6%K(!^a%(R0uzdmh)E^Uu4ozztcGywH1O?BJ4?2TvT0j zBP#F`VkCS;_(&jOuzn3W7tM&@sEhf0a^(M7<(O6sWn0p0Z(P28|Hka5sNS>p*5l6F!MvI_7r_gnz5=m-!t-v1Y(NGz0 zqQyGQ3-(zWy@&Q)M89S4p<0TOkA~3i*xO)hVR9igFs^Bs)Lq(ADzq7PEh_?&<|ub$ z|NOrZQfwi%5{!CmN!r1iA&`Oa?4M$hhS%WAhJDbe3gtC9Oj=Q`gCl}-c&d@RWl8=D z;asvJznwq}W+IblXIqsQe$Y!51ZiTL63ZQH;SgnE+!4BgO&L#%a#^0P&ZozxbT0uB z+#VY!4UQ^58hJzAIW9CMplBOCrPfMU=f(XvUoBRSZU;vemLbs8=-(_5v;f$-_Yr-W z^EDp0YI;hBC-REO9gA>bzr(MEvpf=B03@hk)ML{V05P#w>y#nw;6Vh5tlzF_JM+D-FK1f~-DCv@ZFsMDv4Fbf=+oH+M#zrfc@;4$+axa+wV zaI-+{_{AAvZKhy#N^W%_D6&EK`6JvnWbZ+L@+R1C^a;sGK5N+B0oR;htZl-ake%^2 zVnb;6Elz6IhY-s1G$}7A5XpSV3)pxJGKjK_V})=SQ7Q=2sz~^NMu*s^#-efHvY?VL zT?I&vOMS{(B&3g7RTdgEpRBw*o&zOtkOT`zWTc)fd3a}`62p^9nx%<-l)un%$+$I$ryb&LP&uUra=_?;FjX*=9uC*GIZSE)LGE@;uHjY=8%C_ zVI)R0$%r0-TolpSCMj?>(iV;^bCM%ypE4oi57E=n1QDu>hM#e|)S}a9L(Dc5H2q=D z6{r6Wt1g1OC~u;y6LWmRO@vpT`oa5tDFY3Fda7nJ2v*0=>9^ht))mPTxr|DHYAVp* zqxGcn^P@{mCqmg*I6kSLv>bsghlC!Q8}m!OLh~65l>g(g#iR}(%(g~lOhMva5rWEG z04sTe$VFgb!9780QP2U0g*}#167QbmGa9%gf1hb8l<)!5c%j^TiImKho;f(CZ(qj- zZ8)mb8FP8P5-D6aXHFN)^<-o*#EK(9y+djac59GQwwNoLnJ??yQ^*vA!bTQ`&uN>C z5Rvo6`6vPsA+;BYCf=SCcNsEHA5j{ zJ7hMNaLaMLz+56-%`S_@(pG4PzM5lUvynQi!6;I%r6LHPUj%c%RZ*L#Y#fn3q&cc0A<6pK~l(8x!X(x%@t2NQpi(D0?6wASZ_OF4k~p zk}x_$5zFFWo?2Xrx*Povl>oDJ2y`1@b>g+q$oegz$8#bz7@(SSybmIvHU_Dn3x*>m zC~VT2k$Z*^oQXriG{lK=uVfV-pR5+w3D!sj>ott^4cj}h-^g?#bLU6);IG4Fe?j@7{_Cd zzypzTVx#60%&@M?j0+S~mU<8sI8Xda8Uv0HkrWMem~NaCp*|fi88T1$x2SEnnnZYu zAl1atPw&fL{94H1#IHr=3BCiyz`4uCglLhkDGAY|lZ7ncUqPP;H9Xn5pkzX82Y?1R zz`4mE2C@FO6I$OK~ekgB(`-F@^dSdaz_@>l`$jwFioG1o(_d*E3cIQ2T zl42b~=`X$qzof(B1jZQU(DQNA@yh=Kmof+CG5vUh?>KLv@Nk)hr^XMcD?+=MCLKfY zICM(jz;vUR)A4t?qNACJi_xqDTDwSXNq05nS7biF`(z$P4 zM*adPj)&j1pg)GWd{CRhG-QL!-$JxO(&Bh>)7J*nIL$h4R3XuICtNJm%vLtzmy;3) zP!i0r;w=$#2HqNo)bhIeWX}p}IQQ+dCUXh$sT>|FNG&57=_Co@<5HdG2W!6_YRgVL z-8H6-d`&Bt08&$Dgh=Ts@GZ6bsBngx{PxMX)$K*K_NpV7$K&wf1MPAmM{i9A z*~8vuBT_hvd4y~)4yX4qHT&jUi*7j5Hrz=jIu3e!V0c@3pK%1#EDLv(SKhl`=Uumb zOzPY17GakcOFRm6QmkaLCB)}QH!;p>XgCq0l5!0?+g{v14kRW3lKaCl1xt;Ob_Y|< zzk0X?aV_F}GA>5FA@%mflhf5H^*xL;*o;sxamNUdl(Qb?SAp);8!=Gi*s4%>Cy)QEZF%DM` zI4_vT0w`z6wVsJXd&MIqH%I8$QGkOz*<4;IP;qDAab_1lwQ&;kh-E02YqWKQCeW1z zn|JO{)u}3tgjFpOQ7y`-G(LkJV$7pjp(GlUQ9=^GP|Z_l5ts%>3*widNx=0F2cWTM z*~S8mqWj~5Deurvr!cb_Dp1sQN;Fd{t;Pp`P)ecaqgcWv zWCJx?&xR_1=OODN>2!(sQl3*daV=p(r~7a%;grhYyAkOF7`XX{s+Igaz%#Z?uJwrv zkbx>;S>uI{(tSEE=gTCUU=H=Ldn48=Gnip=myt{gkumj_NbiFM!!b)7+DS@@OJXc2 z1D?c$WM5ivO`_aT@j&yMaRLzL$0@GqLEqHyJjY|)BLwM4GNBh@o&%K5WQhn0QeI4- z!8pE{mJRTCTNKFfMfv4IkOn;&rG&wy z9R;12cFY+(-B?cN;nk!ddGM{6KEIXuuV=qDFBF7EbAw zM~fW2T3lt*nO#CYIr#QqklsZOuOAh(cp>AIp(a{j;Nj@Sf zn-80PLr8ya5QTJs+)a4Gpe_O5yKN*p9CVO2&*%W*+CxalRYTVZ(*;^g%32C23*5KZ zO!;_F)QFmo`zvL^i`k*`#e}^>7z*ENaHNp*QcRKfLc5Cv41q`K1$ZF*n>6A8RKrb)rw~?*uvNps4uB$%4=XD{E=14*?kN~978Hwymj)ea@I$R}iOr{CrU2tU z$(caaoveoDx8x0XH3_e3cow^%razn0#cjPgk=y8?YU-%O>+It$OZD5h` zRv4b6cNclSu330TmRsu)oi#mQ74sQ&FWvC`1W1uXVI=aQRCLy1^d8fd2G$}>ujpbU zu(&+hFzA(>Zu1q6)CR?duT7&$_yWwKTOv^w^VRU@!g^%6ENhxEMK8<2&^RP%Ro-cc z;j_5RA9U?Ib3sYGJ!M$1d%q0t1=cwhFAm?(#(4z9P4%6`L)mED?Z}5+j{N1pAX0UC z7>zG5EhccBlRq9K+wZpqQhg-1oLF{-_%(@avO~&g>>(3kiwwFz!kDw_W4wUYbnKrH zw*&43lygQ|m=((`+M|1b)DYMt_EEI`-WPmInsJm(tPD*I0>7l10p~D;&cU!m47p6Y za^}u>r@_Vf>3lt7VcVdj)WkS*No^$|t*aSFG%FB*oG&14d|KF2ZN`Q88+SaWfneR` z#Y0?GB|a8|;R28Z2*umOdPxePf6O zivR+uIa7oJo+AjrljRQ!4k;9*Lf;JnLRX6D)J7;lMyHtSD#FVh)OTX;TWFt(J4sLLCe+7+%~1WFF1Dls7Z3nM!(F3&p9U^y(K43R3B(eIJzJqfx|@$4FHAH-r<*cO|h0+ynGgBt*Muo!U#ua`Lam(=}3eoj*H%J6% z&`3jt3}jE09psuumm-sQ$M+%qfY1-7aU&Y8B5f=bf2!~^2(gacCB>Lg6ZEox-`M5s zpmU^c9~38>sAX48{mq(5E;W z14kCIQ!SL_Dw$S znd<~kycS9;p@Acj3Z@t$4zHeE^8k*+o;lj$rm~);g@D@ook<1Umjl4dw#K1AS`6nd z9ura}8m{s#n-+u~<2aFsReWkVJt@azpw6vfIh!SZMjsF|(8@_bi#p8ErG?0mD5H{&*J#9^oyaSfHjP=L7E?Yg?Y{h8+7V z>uilQm^BrivMunhvUgG)rv)<^N@8K$w0Dp-pBqgSs=;I}smy;iN)_~ojlp=86puZJ z0!s2O4J+0L!(&WnP6-~GEp}Ms%b9W8%`xUsSDsJ{#OqW4^yxwqzWo5FKPAd+oKZ$l zbf%gux6q!HBRLt}o{vxR$$C210E9f*C`_GGibG6R9Z5_}Yb8pPA|bzedwu@3`_=Ij z0u0^-+JN1R+D71;sCV%UP#)-LjHu{QJ7VR+Z-Z}`K}llf9ASv_)3Jf!$Z+vMQmvM2 z`g_z;qEI3PoADB)zObI$lG<4$hP*lLB(n*${#yFG2S*-#>O*og} z|2oJiA)###c{u8nmJ-Wghrso`cYZ!$Cy?O`4&@+I9T|BB93DN3o}w2DX5O4uTtIkX zwF@kY-UsboM4TFw0rfQhNtNRvYa7%X02Qi%bV_IJ9uW=~U~*vA71y+g@gzzhCbnr;=dM`jLAm6x7v857V$?&j=NjKV;s%n2u7DOfI$v&y(U?`-gVCWOLPXeeA zMEYGvIRH(8%#P`ZK%BGzwHewW4`2F3f$B$|5i-<_&S6z$1t~PFXg+7wJw1x*&1ZD7jBEk`wy3U>KGETTjfEjZ7Bpe##F@zGw4N4>c0^%@FT}IDx z9HXJ}Oz}<(F?)s^9SOV0GLmw{#c1fry3BJ$+;Nl!SWj3kYc(E?@ouAOiY^ZjdppRe z2tcRf!b^+*opGlr0fx*euX8Na%uCZpQPW*UnO9wiJHV0W>U zg!h1L0@KjsBfF>D5X!-f<_ge)H_Z!7{KX>p%21v$@-!*9GvHrwu5k)c$`DfZ3NaEa z9mQS5|5(-YXK+3*Nf0jBO%ViziBfZngG0MZHcly4Wa65Yot_xT>y6>u$1kAd zRzE9l;$WdNW6M_FlHsGY?xA32hb4d;Z%fie1S7LB^toEMNU7sogOdR6>+14V>nZK z2?|x^cMNZC`n}X^fhL${*BYr8m<`wk_Pj!b(6ndU`J~53CqPP`7hM^Pn(AGY#}gc) z^#1sAV;n-}u`k_ESkNl!JZt0yb1|Pjp2d?BA@Q<@4rQSuA+RR_hA?9?>J#g(6Dxd6 zu29kS2&{zVktY4VK6qY6KfxsgJP3^CDy~aF8AD0v;kcanGDf$DD*j5G7&axdpGl>wtT0k6GtHhsfV(BSbzgsu%(P3W@rL<%pU$QGbhCssK)VW~Rptg>iuT zkXIC1D!xLbf{xY}w1@~-^8i-G+2}KGlV1SOUc<_O@HHZ?PB3L^B*WRlmBO)ALCsJB^h#fKFh&T&bMIg*ookSg>5}B->`Pb%6C*^_W=I+c3JUCw7Zd%Qr~wY# z6^0oOy$%7L!mz;D0BOml6dGtQG-AMMPpOQlU7!H60ViN=uJJrjug4Mm5jSd-d~gu1 z+3EDcKmcqpuQ)m68F0d*sEC{@D&#QhC;kX?kH=IGLhBR1s^t-Bc>*}49?_9!gRkMN z3`nY}R~|@+tw*ZN_r&K;1~KRta?=R;Hf^q2VPzsk=vip`geMUA+&svnB#}VZUuAM9`KbvyFb&wQ#k=r#`aMxT0aXS7#)u{&sg>Nlm~!T$gA+v|Vl2Y==@ z@iVjk^ZGA8_xb-nzVlza*uN>hY3EP>_Afs7*LhLH(bi$NwZGNvjkdNv`{|$E`in36 zTjCvgpLp)S_{+ZJ2cF7%KlUR(_9N~meuV$~(I0;9KmW_Vx-ac?Ms@vQ{|oMqEjCn( zc6@#Gp8h6=4v8p!lyaPpJ=;d1@= z>`XbdwdKE(e{t3ICyc^5NKW!bClCK9(pM|;pq(T4uer~CU(T;>=Xt+t{@SB6rd;4! zO#W;*hecvy!-!evcpU@Ac;k>q*#q~7L5rfb2T3cFUaQU7>#~p3kAS8j$%+JQAwN^Q zF|((@LD|6MWZ`>MxomW9T_hMp3PLR^RI6NE00mJnB$9&}N|aGUJg(FdN|x^a_UHca z_a9d`4?p+rt;WH0R+z)R#s?$+@#ASyzkS1LRC`aNbhz1lW0M}+-uRy#R!SgQ%kImw z^zFfoMt^H_@RB(q$M3p%`J$hUPA;?`za`&&5U&4$VeU<(i_2fqh@<%Rw)fg}x);0e zxTQP%?9ON8h5OYO`FE{{@151>+pnQ(jsCXMzIC&Dt9RLZX=_lp^GV!$`X@{l|LR5Y z++liBlg8Vv{WsR`NtJyu2+oT;MtT1#{D%7Pe*XNdH6gpd`lSzx%}<9XzyGAvuKv;b z58cmY!F^}>;;}n=qUbMNoSi>?ZSO)~>>a%}y4T$f{`!5-T&4e&oER$l(AsSL6T#7H z6xEf%llNLbecpOK+bfR7f1bZ1fBkv^y;i#6y$8onzmuQc-0`j#!%@#_zEtnMUCni` zUs@D%FRu0NtCMfM{?n;(7IqgUzCQbkPE=ithA+3}4^Qry_0E;Da8_AHHCV)ZZ#kRI zY<+da>@@OpFILM%_+2Qky~lUFr?!21`Hk(Qcr#r-sJ&V{`pydv)OVR6a{g9$Sz32i zZ_llI*nB*z8sEbN{L1|--A>RU%-?9(E@Qh66Z3U>=loxGq+coHe{w19yjjT~p3g6w zef5?3BH3II8~2{Z*Dn5a_YUW!5;kj1<(s#@TgA8EB+_c}`G@QJ3zhre_BJ|n0)!xpy&L- zTVJ{u^q(Zl52mlQCz(h((KUTgw?T#8(e=url(N%k5zv17Qz2$hMT-3%y-4{Rk zmMf2CSy%sK(nmc1f4ydB<-YdFw8qxTZG$3gjg7C0S+@@uvpKm|wO;T4P@73~Ki;MsI&Mya{G-|&7#>MB3tLm>M*7<|(RW->@`r0kt&_L46_V7~q zmVa?~bFA7@KlniHd|AoNxBleK^Ywr7jp2v?;c*`Q`{DG-7r*vk*={~n-f?T;$N%cL zq&Rw8I(_HiKMC&DfA_6do^Lm_{t!&@^n)yw29JjCNu)`=d2-x)uZZ?;6_atNJ>D7T z-Q{R`Se=xs8?*7vY+HM+`Y4*ri%odky3GuLd*;IdP8qMZ_tDeEUPhqW{k0di?@b0r z@lRPv%e(yA#(y3d`<~u_PwJKTshEAD*z7N?>a%;&ku_ACZK`2cS4T|-O0RZK={pT~ z_kqyoFa271Ej3n+r6j32=@G9h{^~SaBQ_~_k&DeY$VP4}f<>+!B{gjc($Nwu`8{QckkheorK%~#sLn*K^PygYsRx-+}` zZ7aBi+lKvcE&W2ze`o%|*>-RJ-&ub=)-S@p|9sQr&`FQe2^W8S{WNv-scMng323UAd zF4pu4v(!*)M`@0^BJS^o-rc10>g@8f@vEixFM8)6{{n+E{`^mmJG176{_Xy4!+814 zNqgD3P|i-mC%JV1rJ3=m1V|LN0=b8NE9x18H+#c#QtT8^sUTcOYdLP7 z43Tk+a6?$BVGJ`Xkezls9aklU2891O0ak1MswBJLBzppo@4i_yu+-i+-g3g{S|1zJ zaU<+hUWWbc(vH=jQx(t0N#MYds> zcY39^(R%)N-hbJ?t9U!}@nfU9tWO`*g3Eq?*SfLqjeEb><7iv(VJg^er9oSL*ecwE zKM)}}q#EKPom^}s%dbLsYZvY>HlGA5|M-KlrIlo3KAF@S`SMJD=x$V5Yuwl5J`q^O z*}1dl1VhVN#U!*3-PilcQ8ZU`ExvJ@+)Gc~X0^#`!_%er;!HX1P1U-34S>P4)cXDi z7`m2ba>aM_BAvv|(L~Zl=H&jpqVXHcoZzIm6nhhqk{n@a~MKi56(b z|I}3H{++}-CD`SA57UPF50hErKqBr$_Rg;47l!#g|LFJ|exh&73NXOT+j-Y$>@qL6 zvT3INWqGCCeVnR0{g-B4_gKy6cly7rly{@ecRxPzns2}Is&(?O%i#SNL#cn~+TlgG z|KNplx&HGFNia9*ti^CG&6O#_}U6{gc7FeI`4edqCk_r-2F`OZgIi@8$^ypBCD7j}_6BqQ99No2}n{5nfy4#sWG=FXWNisq`Nk5Dq*v8%PO=D`}CwHX- zrQNia?N?|R9;~YPzCH4k!?}I0^-*VrM1;Pn#nhJeM1E!a%6_LyXtMX3Vb5gs>b;#O zYgLj(ay65I*hdj+GBahV7B78l$Ae=2W2D~+WJm=X}o+K zq}xiOD%ngSs`>AFC%qd?&j5 zi+C2C;@t+o#qi+!Xf@EpcF^H(?o?q@It&actt@JE8=@8=ONOA3c_7>xMZuk1; zKkBIIH|P7!bTui9tIHuKxpc5Dl0SmDPVN?a(ZS@@_#UEX)t$BWSBK18UK~I6$1UP+ zj(&aeO0@p47d2|5-eA5wT}bT{Mj_ASm2WO?Hv!8>=g#mVnNG{+?el9VUwQZQ7vt>A zdS`U-K|60RUpntR-pKmL^|v#hqP1KHGZZz7mvpV)i0&J~rTIlLMlE`7ckW2;s2YBF zy>GqI`r_uD(M#s@kE`n7Ui;&QJAdfy_kQ-*qz~j5%w6}t^KV}w-fjM&-Xw5?q)3Ah_z3@7+kLGH|+aQ%5Z-FbH~4R?X(+r z-&c04H`UgWF}&P(Ps>j)A52~|rVmzsyz^jg+?U29|FZLy&X*56`%bS`m+gUHJ>B`6 znX7es7Zy%pZReWdNQeE6_2R^QbC9d|)5$@2Y5#bYW62)u&%NmO_0?E7KRTzKV>3M< z0HQ6CpL0Cw_FD6w_B!jm4|}a*q74_L=?X`7H`P!ETbvR&V(t!Lk~caK@|4r^yvej*oE&` zaH>#VqHP8M@KG9wUkI0+$olDDRJByHo`mZY)A{zp!_)mi+&*brhgRnuYtiq(R_Ra} z_Xp}azAeSxpqTFEO+#Lt_AN(kn?2=2=}4W;L(;s+)StT1l|R3j9o{GmtBsJsJ6a5# z3%Q*RR>CUPH6%c6*`MjT-ShYRMOQ?CYeucwU^yQHeSr)CqV)^i7!d--q|jK#EjwB` zTh6n`qKll5uj^+`n;^INhu7=O0uj^*DI7e_i^c+mZ}%LMVrQ?Z)bCapNXqnjc*K z+7c%5SMbQkA3y(@@&l(KnB(_U@6K-=RHM#({Hi)Cu3yZme?ReGxxHAul)9h!rXPJL z?til4nKDOJ%cgs;hp#(+DEbM^Zz z#f!flC0~91<ca2# z?w@uRf39`+r5V@vNhkUp=g=J<18bW}H~G2m@5cPr`4opWa~3VrF#y zhw8N->Zkv+HhFbxqT{p^e}yx4_V<4f3Hhu5E&lia z<9omS+$aA({m~zQI{wp_Kk*BH3DohKpZmX|j-L=Osr8p29el+PARX^t{jdN!e(Xp7 z%8&e&zZB}=%YOjsxccGts2P1E)n4fx-q}59)-`?5Ywy=?-0AgtTkY1t&Dv3i38~Fa zW2a&E4+rhr*Y@OktE2aBzp!)IuJ;ain=g0v4<(#3M^^7>>+op5b}()q?r2DcA-KAp z-Wqh}TB~z(c+hDc)H?P3{qFW*|MlLHdQ`vDm4@}hZlgPF4fM|5?vZL6!;#!;HHXSz zU+UKmo3(x1r>)xEz1`iLd-Zy)wX^$$!;^pR9`5P8okruZrn;TMjdpWqcXuRhH#<%L z&{n&L(cTNcew6oWoxxDEhOK)?&7=0wtyc5(gRNm}H@GLa`;Bgm|BbqBEmyZ*(T3M{ zTSrZ1yY+Me*LK^ZTCdR`D7|5C*lO4AT|2ySv$k`y(Wno))Md@iezUQARBtzHJ*!*0 z*6K9swa&p_y}5PJJ?iypYP;4vIJ(_9*giVkZ?(4DvefJJTg{!W57z_eOe)&u*VL7_~c%exq^JmfH1u2gA{k zq7O&yc2DZ*yrNcLuC?zRUfb69@7;WL|JAL*$E~d|-MP2b+_}-}G;6!J`-7htwypa1 zt9$jqL9JOI-a5Lox2yM+!#jc1sm+t&VQaMV58K0MrSv|ens+YKPjmeFpvJNz}e)o94g-Gi>I^y}iu ztF7JL#;7|az2&eo><+gN4!LA@_m8$-*lQImp`+eG=dj(b^9^qAjFN6`zu{_Y}fdbc7M>X*9ZLfdb1}tI-N$lw!bBfc+q_3t$MxH>++iV16E7D z)o!)g_`-Xw!{*`bcC*_)s<&Q~)q^9R{$Zc3SZ}I&+uQ1Q<#xT+uFJc%5pSc{Z43sz ze!bT*cXm3RR=?XE4C?J}lh@w9S3BCTHx3%Lt%Ji(Luz;A19>Q6XKx%GcI)+Czt`*> zHQN0aQqSISI~uYBd|e1qNtXN-7J=hRdwo2d(Jr` ze0I0l+^LzyAMU z%bnHAx3WF-z(FZPDJ|bQh5Dgz?8o4m#%M1(87yZe^mVI!>AmXMTXvf@#t31h>a`d; zwwJ5CYo5G0{O#YVAoEW?Z$5dZl{<*aG_Pz|x7C#pWhHEV#>ywUopP7HU(f6|ujl?~ z^Ix_%{^3y}#nZpdFA+%n`FnOw=FEF00SZfaS`W247S;55i# zyX{V0+ci4}>v(rvzASxW`d~tB++bYm`cEtQ<&`a)mJw>*P&cK}e)!J^xtPw3(P7yS z-S|aPZhXy7`0Mjuy{XPcc=uQSYLkcIlsoMYK6KOeA^lhXXq5lbFoG~7ODzXKG*wWI zN_us*3|ZHFYjEMD^}~4LP6P2&)~mr%>LSfbYxs(;-L*132WHax zxa)!@KGt@-IoP&c+IE~&+xn)ouiuaMp)S^{b5lR6fgLM5QL2lp^8UMVc%!OP)XuO8 z)D#4JLK5bx~vxk7KX+lD=mbvuLJe5sFQt2%)7j9FW@YrllkFY;|Z|sg0_I zoh*r>6@D0`ELu*cAGIU$+0wUVzP@>tzqq`5ftI{{DDaZAS`S>M*Hi<{evvMx+kvJ`D-cB@(n)0CW+o^#iq+Makjbkk^m zAF`ckTw1)nd*<@WgtpvtJWFkKx5|Z9t#-|^BJRqu&8w^#!YsPk&Z8MdulrY{_sBmy zNuoQyq~wcpV+O75sG81O(R!DT-L9{lYj%R1-HE)r^0jTWbB8ZdX@hw?)tjc`IE;Ri zb+WL^4$Y5Z$6-Y6-qa--`aAK$;+Xtt$xo+X_I*M_iIj)M83e5-%4 ze3)!)!iKzKmuU>0ARyb0Ox7`!LUBZA3M#8}7p&lZyPW07h+)+{=Rf)|Jm-3JaYLS$ zi908s8Cz6@*}ih5Q>C?UBymHRSEI=1p$=NIQOAyd^5TUhC2=skE-csDwLD@)$`!p{ z1ywe>3ZbdnxVKu_G!YWDUDaG#E$HYevsv5V*NZiwYX{i|5xPd17_~V|rnRmzVkQ|o zWn{y`b-iu8DF>Ig-K2!{B~i|fWTR$qDnxB~W_MNJ zHd2r&jMJ(^Ui`&POEEkcu@8+Skc;N*bxnY4NuiuM8OSen-4t4?+g699YV9y6=dIrw zQ~fwC3r$A5trGHpx%Bpx;RPIuloqtLHuv4-U7t^ZN1$)mpDGwLG)55~HW8xq-t64g zy&UW@5b}IEb9HpU69sH*+6&+PQN8_cB;5t4t?B$I+lRJR+>Ub_K`b?F($Tx2Q>C$u z1T6x9jI**-Ui7=GjEEnEUJBxeR=O2z_Yg?Y1aZzHkIC$`GuAu8m~u0xNDw}a(bwzn zBs**pUMt8_y{~+j$DX%Fhi>q*>#uY#2QpCdLdn)2M*ntPZO42df&{jq>qX`K^H8xl zb)Q}V%6yRXp<)+{JUI4(@jI^$KMlLGmPF{m69s@SX>lf?5;422YOT2|eB#Vq-e)ZLAPr7uO9xp5%) z$`7m+A~TryVw%pqPTPjyz=zH!`y5=}HMU7wwwcyt1$vA5@`l63*^bfJr(C=n#v)i4+)T@|C00_Naefx})aZ_bdo%Pi#bnd9mpCi>JZq9gkrDcKdDzIEaAU9AeT;2E5(mkx8YCn%$C-dx zH^9C?Qfx~%aLt{Qx}iLQ}bE1PA;5g`HpNW(gbHy-3H|5F9`QHrLtHFJ$?=;1E3; zKP4v%v;+XCic0?M-MFu>+pj7rlJZ$m{cN|dONxst#kN$VzxQKM zMMu?qLmsvL!)fwIKl>QnCW5u8tERjYPzT@hwb6=MH(u~g>0y+zsk=LW;y}S5 zWW-J*C3%7f0ki>1Yv z)~qUhT~6K_*%ntt`7+gu8B0sJw*U;t4gM?@MsR$MC-}6~-cETV$^zO)^-f$To@b+! zrrM%fBMT7)a*_@6Agvb=8Zw~NYp$Mi~fX3ikE9~6YMcv#UIMmwbtaHZBOw+8W%RW<1 zUyF5>X0B@5O3o=5m6m3kcv^^^3AUsmff89L~xx~(^^cf@6_!qq0de4C|rFUsJ?H(h|iT(^C) zoBDIVCFDl{^6bm}<)1gJ%UteHS-t8KU%B3&sj0)ZshXze4+$1|1&2E3)Mod}^=+m_ zkrV5y&}%w5gPIDgeAB%mg;t5un^cwh>&<pQ^ye4Q$fhJ4ho^NSa$Q)E%b4rAeG7cux|#EZ2Rz9{6%= zN>!9RCsJP4c9HDrxIhtX2^C^Xwr#P0fu?muecqM*a*{3JMwWwC#rn`4+r!Z>me4P= zTimFRNmgzsnyELaVO<>0wcnif{_C}ngKkbK>Q2wt-NTKr`21Xck>=} zud}3DM7X&O!`1PYobzp6Ce%)ra?P?I%-*bOx+)T!z&UuQ|0iY{o#5lD0+>t`n(G{lyIyXSz}sR!XW z0Nif($^83_jcW(A`jSFHCPt-Lp}}H$@D)SQo?U$YEzb!@5=Xe3O6i-EYA~=w5wbLRCD0| zsadxwFSB)*SNBpXciWu)ps!vyUoPR3dm*6}y5X{Ji@w?We(Oo$628O-a3EuUaw zCs?1-kGJ4YH`ODhC4_c=&WTqhiV$E%*cKA)X8S9ck32WrIDs4>86fbDcI9Z^4hq#~W%8i>R^{y9rbv96iQ#3qDw8X!hlOh)h+%TQ1qj*{MupR6D0OwBnoK|+#sJ<7ILd1hTT8;_bLPBE@Cgn% zXaw;=7y8lno~Pp*;2;p5jZ|+yo9IP;9IYQHCJlA}5XKM-3Vnzu3E|Jo0@TJYD_g0s zmpX^eQ>ui<)REW)A;D69Br-(-FKuJWr&4I8DS(m&dP-ABJhgeFM1q8}bNVs`qoz!e^2cUcX zTrSr)U7hZ93vi!+S-N1)2tuZ_@qrY%fF zwy+0n4}kzh8M-9j3hVOH)(Yqg-@jy>b1uJPNjbRw(+_V5?hqIRwpiKjmSmZP?lxif zKW~4#67xnZPy8vR)E?!wt@>@=^vh;inr0}7cCC~X+eUQ7wx_fk3&SG;Yb=fa=1YVS zpN@mzTo31(ut_UIGtSH<8P&wc0+cLI=hc%}#byneAi-mtUr-(68OT)JLKT*b4PsR# z2;X3}9vMUfWEef%TJjkvh`71UT8bZ4y-^oNQX&c19=0iTDpaK7`LqBaHrdRrpI*?yCY74<7s3p;Z~{V9ae%|tT=Y#0#~<&{dV-%$JLw(MN-ILNuZ zmCbFB%)E?qMRXmwh>gzBvYT$$*GpN+4vhl7++=zH;RFH4;e6fzB77|Zp2QxJK@WMg z^I1@d>^mDqu8W%0M>fKI-X8z^>9?!$2r8`nffKX1_P&Kcj3QgZeNiV1pP5Bc7ufo= zpim_Z843ST|#q6Ylvjs9!_xd4bl|^AE6PEL80uT zA!&30ln#nCWIhjQ>p|(1{;+54CBiIFS|TWM8S&OQawGDK21Z6I!naU6z(x{dL9jq5 z23^j2ocJfCOHG8xb@zPTk=s~&P~^-v@=QfMJqnDFDg(I?iCoXukT8Y{hQpMJ83mE4LH*z_yf(IL8llR^C=^1g?{A+bH*u$j!zrBldfe)N_}2Xv!bpr? zmINAv?EFg-_0ev5-*g`pZ7AR)I1n{TjX9x1vJ7KyKMYi_~ ztE|DlJ&=Tw*ZZf#6b5vYO_NbFW84U(RPzxlQz2%ySS5O4@4$i46PQVcNsbzozUl-B+w zOfo2^pR27$WkZ2;UPUD&egwW2v7_A(11R2YxQfsZXzsThWh--_2jt-ljw7zOJEStg z7@r5)aYX7GxTp`~pEvhi1$SB2wV7G*EpG#MDavb=5_0DDJl@Iw%huZwD@YfAfrVx2-RGH))P%64tN)<&_S2bCaXSJXro0>i}`xeAk2a`r< z1LNhpny1wPk0B!Z+K+YEUn&u~3d#v?2QH=Vp^Oo{ZGP^lG&tqeGy}7e2Glf(z9ad3 z_!N42U>mh#LFz4$+ZO2>sBDU8F3R*9^8tPnV9CK|TNfy+Heb6^YCV8_1H3T8kf>V1 z7KL~GNgN2bLG$lakc>J%{@*U5B8lXobsFUqCKP&n{KYTS*yKm0>^E9#SRFH_T z3blZ1)=g$#_f5^tu3a_NrS15*@EA&lA;@(<4k2I!@X+(X+kiaEgK?-DBE73oNxL^U z6fVNDNJH3IxcCCL21e|9xbNwN#K5HetS{%!Dj zJRIUuh^DJBp#&tmE^^Y8P$n0}*mttrY+k+Cyd*vh2pprs+90chLXbojnldVHP$f0t z6qTU08RGvP6Gc23Cwmv;MUI86pB7ZrENsPK`)3G?q;e~zmm!i9cuUylFH zf4+R3Z8yAZ;%9Hx@3XS@FaPGn@addcvAy2s5AtxmyL)r3nlq`kc~4Fpr)3DgZbNHN zjmat0J*BxHQ!<$N<`3up;s5!?_NVtd#o=wlU5m5+cXz|hzxiyLdGl+#Y8Tm?q7Tn= z4qe-AeVX?zWQD7@Gt4D--fs#r>##hk?6PXXN$4gu8k2i<)xk&t1FNb|+2g8)_L9?9 z6NR&OxnE3G&$>Ln*~7}eyv^(aAEE0O1OEs{jQW=i;|chev`AM#cf-af7(Hc!lBp4=odrCk|qNqb5`6beo zBv}g!h#%bUL!y4-s{*S+Xg*nwABp1S3<}Z~X8tj4_fdo;A8_0;vsC*6dOH%Va3chl zH~nwE2vylMc$y-t0)r^r4nEo%{kuOts71A^4qWv**Y!q%X;FO zLS8-1!NqA2im%%dHV@8e#Cr(BYwvz(+MinHTsBZ%N#Wb>)hF|}=k@Y>Y@5EiF4gSH zAM5HveI!{-(Drbyj&uEyVha$}8q`{f?UvNi!9`Br_@MygN&7?SzC=gzVhPkn)PCDN zT>U5j0e{lyH>_r(v24K)5x9SKgYbyI<(lZ&IoNwzJwLcJTpV^Vf( zzmrxE5KTUe6V5$O0~W91-(A@vA4=flR28Z|^izW7Wk5ZC4YW2u2zib8MupsOop}XG zAxuKyEO8Bi04hC{YHO39G{XagA#_QCNr5kiEb%MhR6WDEbqlOCong>Zb95(YhZq(z*DkA z2~jY&gMGXIqFk~>-_~X|j{uK$1oO5YWv?dHr)w7sctFB6=p zuIfJOGSD)B6}H$To-_~-g+nA=i|kAeu~pb%1oA z$IiZEX{oy!3w5_(tR5SE??XQ$sk=4> z^-+OwqB>L~2xnvq0;=xTCFEi z%z$Tk#~tLbYdCsC4;)`E%b%M0Vvze%9FbZeW0Q|YZ8n7&n~CqlBm^t~vg3_!>f2T# zPt}LA=|va>vpuXox*0XwT=e`yG=B!NOFQ$vX1S7}|uxQ)#Gi<7? z6o7)n$6nHx3HMpF)hG^-&C6#$`r>DQ^s{GQJU`kYIt2$O5d1$t$BpXB*6*cb1@d^F z!gf{(#0axZg93e~J$A5VL?Lfa`k>Dhf*(>$QOV6sQLh@{`RXmy59wEKF}q=Jr7M9> z16Y}C5Ul+fFup;ej9MBxca2+4ZLtnc=-<<6<1QKNBd7dCCqO_Zk{g&PLU`jtwQ|$E zQavDNJGpIFG?+243yP}V+-wwD(Xi{;dZJh3u`iDM$xnAS!?n4=X8D|{YHOSdr2p-5 z1TE^ctg2EWl#dO(oRugF$?+yB6F6=dsj`8Ck+oW&zSy?iZVdtWk>^Jz1nUPxf?>c) zNK^q?;7VK4!;-@bA?CPI3ouVsUw%iyYwDq$rm-9N9Iis@;OKS4{Dy`^T@tHwBFx!N z@OJQ@xF}x;XwY$)@9!o&76bG!UMKoMGQB>={HznP*;8IM_F8=Mb^spPt~+f4kibfD z_b3Tvcyt%e9lHXz_@hDy=txq?;j=k5HS)O)eS8k%Fzs;lUypCTvtY%8w2c|Mp9WW^M~boy$g`?|Zi00EgKE zF%hmpRk@o2&u0h7tI%_}4}X9?;5oH=#)FC=g}IaegA%I6@Tw-u4r%aDF-yUd>Ham! z3)BIgFbgRgX2>UEiw%=FG({9}k^9g=(B*gb>bG7RkPCqrz~tOy@P1Hg5}a)j`v|>+ zet~1Fmfg7MxB9eeYEgC6>s!PXQ_nO7z@x#!M>7KHqZ^um5P}$rR!K#LlbNM+1iftR z&|s*xA@Ml%&^daYK{Md|vl%*D%OBp9OO;1P2#x||E2-*%o;Zb~L!l(^u*E9;Br~)H zEXIiORC0Z=6P3hRu*h_03s8wi3x@B5wYC(z(YJ%x-I11T)u{~*RdSCqJIsbKmDHsO z8~Cd!$|33Ccwzn|HXw2kG9p*cR;r8W41sf6!vkgbmQZ8S_mCnv#}rejd+}=Fb|LU- zBIv;C4kI?0KGL7qi9sG!Sppv6O-dw3zyN#_e-%)saYrM(MuZp1P$0cqK(1Y#(;GUl z$s!3hUVeim3Kq=mI0P<7V=g=OQL#d-#`<}<$9w{bqPwHvh z(M7Nrl5>;7p+QkcTLZ#*rBD1AD~1H}kJQ-sWtPVsLn9=N*WbL$6&&E| z+c#2YssvR_*1E>T$~!;W?XnrCpB_#W$9SIC*c3CWqDRGoB}IX(&Rh zM=`)*@L%Q$Z)Vi?5XM@!T^!m(oL?O9AQMtYKllCiPwhG1x}5$NyDVr#J~=cL1Dvl=qjEsFTR3}2UNuFLURj8w zqC3n8X{cNMaj6Li=xe}Gj)scnV3BGXDux~AOb)OuXeHW*ux;0$gtppa23vo?L630& z)xI0He9n~n5>m9=w&nkHbK+fId=_q=HpK!UnUJ%7VUqH+eXY&d~@6)BhWVB4}$t^cz zj4ODbeX+N=PnTFwHqWq+~c{Z-cE?J!N^BJ@N6+)XaYkT9PT@vD@fdQk+OdfAfO2ejQdm}Dnuup|f-NRMkW)y` z&@T${1`P%44+$;qb{TLbPYW*>86S4t4@{=`ewpW(yxPf+q)kQrg|$%yDh|#u__`a@ z_+`Wg95o(IgI&vhj&h3DBYY4`jn7HYkr3}c3f`Fik1m{#=rou;wJ>QV?mlNpTsv)h zin)m@9z6hF9G;|yEaQ%-uYo>zZ}8Tnrxf}ymW*tz9%cw5Kl=`gBQ_06k3}o=>>Ft|DgctEW4iip5W2-ZN4XrSRQYC<7o78 zFl~?<>}3?{Co|vyexlpbpGJm7{*TghjPK|J%9J;hdZ`~MggJ*$3wYjwI${)y@agI= zfnaexR(7C3r5gg6iDV4`R~;=I9j|X5UkXo&1Q+)KzaG_T;Hc4=Gv9Bk=MavOb{KC) z8rE83CVv7b+#_~#>JbqDBR8^ZUf!9{nr~Kj56blQjAxyj^i^%5#L)sFup`|2NUVQ#85epmoL!ZSM-6}1ruGyN%N zX;sL6diDZ`GG~>p4C9ZiJo}W01M~?LqqbRDy{SMa1dO>#A3SZ|_}TuKU3f~)>xS>1 zDUY$wZNA=>Zbp!acnp;gO=DU-&v;##a}RBtlLpGES^C6YYdK3K#k)FLj0g&6Hl*&OnYL*CdT z_3-JK2<1;ogAs9p&Y=3kY{p|o{>Q0`Sx>0WY{O(O;7RGi3HbxZ3>XcqYCw-$7m5`b z4W$vcE_tlI!=kcT(czKH$CYx=QVZ>by|K#FV$4#`?qjEnpzDDW0=V{S>67abgLh$P zD4cX}e|&fDpYYs7A|4K{yzShRyJ4Hryu35Zae%9r0bdZTTifnLvk*Lt*bV%Vn{X`i0yd_yravSSP+$sFw*eW9KFUGed57sXF zzOj23e{ghnPxPV1`vOmkN|!IhuC6T9vgg=?A+U&05!wAib%DnYCnA+oB*^XS*x)3P z^&txIe^Qy58}?$SU>vWe&zncOFX-=tDZzuWU(}mVuA7VYirw~D)D{vUjs)P~&yV@T zcqL@9A>vM`_=@|4OuNJM%3j#kzm<9 zr)bH;%FrRgdz%ybv_7&2*tj0 zu_YHkDPK3z3;z+~EfWNkmGX#*L zt7a}};Daz~;IZNYm==Z~9-u!_aV*DPc9VW#TZC{98yKdbI&!;Zf$glYXg`JECreH` zM`FO&Nh@C@vEuLS4`!J$>G^Wqrc!cpNGQaAGXA)wtCiWAr1{v9Nvxf5YApU0ULpV# z1c=F2Rq}6ay2ghc53~)XT}9xC-n1;G+e@t!H^$m zWY)wFyQ=D3ML17(XLibj-wDrd&ma}h4xv803p5Nd|HFK_kZ2GJ$~V-(6RsR!JRgC4 zIRC~UA>VJV$(v*9wlpv9r@IQIis5cSPII?z3v|t}K9qI$r^7b$ia>Fyc z+WmEwzLaOY;{+-4F9q>J&)S*RB%IwQ`Spx*Dx<&mzBEZq^%~45OST{RdV*2V)tLRA zVR8l_di{UUMX@?`^JxeCx8aT4{TB?2Y-aR{OA8AF7m~asm$EzT@M2w59;UXf7K9No z4dJ5R!aWxl7tz|#ss*vl;Pls+p4Tf#Wf;ZJkX*$Va;?UV2_e~2ac9i>~>J?MK5 zAC&p3uMwb)d~9jYrLU?wVV2;T22E`VdZr2b^ZW2-(-BvnI|$Dw@vt6tDj}ID zdQV4cpcPV05jk0Av?guajG1#DIGWx^TU3fxyGqBI8<9U3Mi^2|L%-t&| z{tVY=4=vp>u*C;DNVo>73oL|je85D9Ht{b4aykwG8F1|I5X1zYUW>H%5^)I#80w8A z%WQFykwOrA7_dNaM;>M~tcaeN>(M}ZIGxQGjeS?rsxut`z5rrukE(kISwdyd2xb~k zc+j3f#$~d_)(jsa85t!jv=F$5<039G4@7?vX2&R(LJ~)&i%Z1E#(%@38Udt(=*68w z$&98!b+?Xsw_Z~)^Nl1GAUBGA^gANBs)F#sPGnO6toUmHd|T0~oLvcQi>9oHq!1GW zPzq>)+%;Ev_qVeH3c2m-bJ{rIH?1fnJ#BKt z?9+zzIGQ$t#)J;8@eJ2=CKNB!?(vSOV$jAgmp4>e71RhVx1jXXpJXHU0P4uw!*qv( zOs#Gy<{8Wo#@F##54=S2pV|HjHxjyxoo;)Wz;(Y=^%mBbs_VciR>GHT(wKsgCTP*6 zuVz4mWn=(`*uS_H57DsOyoGdbh{EpFLE7@9aqkiRXF~LO4~Kv)5FpA~im?xG37cYo z7evitzp?xjWNa9LeU9&pY9Z`ME4TA_JPcdV9I1~wpQl3)3tQe&Mbl713P8GGe?`|i zMFch|zyt;*)Nd+i&oYI8W#3onMr@ZM7*4AR?Ncu4y|Oq%)|l{ z^#%$uhHjoQ2auwTLNq!k2xXD!A%Ss@SX+o%4K>lz+S?Ov+4$sp8mNgc3Mvj2h8RH@ zGna65+lGNfJ+9D-+Kj0+HKytl`vvNvE={KBzrdnRqa9QTpB3>MxU2%1{{^#ss`iyL zS8NtHAT+YJ1o@sJXH?@ra}X&Ce}huQ0l-?1P6JUvfZpxHg0?^eY9x9AZB(pTJnGDW z;Be-2ZV)JAokekd+Aa%55|(zIA3Uv&O}K}+jI(wadO&9uqB)op4>uv{`q|Y+=Ii|C z)a`aJdvGx_0^Af`?F22Shu4^A-M>EZ>K2Et@7 zpA=T0yb=2JjjpMqCK@qo2K&&vr`Af$^dRvK?E4tH#>|-85@pqVHpGb)5W}^1^Rb(D zckf0zB`9uF^e1{X=8y{)(~C#Ar`HIgnjq>%3>X!j6NnB-O=6R@x4<5QRYCBFc^bgJ ze!yQ@kI_vZ(HGE^85$tFueeKi0IVjR-=F%0xd7|z?%{0L2)NBI#N^b`h`|>cv8fR3V#4?1ss5$ zg~S(wKoumEJ)RMu-_mGL7+ERdoMaoSRB z1pj?|{q}MF(k?U$yP{eve19mu<3uj>lJPX6N3R*y(WXwTnSATWZrIvtMq&{^UigQp z6t59a1$7S|fK6T5-{yAapux=1&ZQdOZU1IrN4VzJtDBv^i=6@x2-Fp^M}~I22^$@8 zA8@cn;eJ%(ICfNKc8#}*&(OFYT@8e3=z1ph^?kBOCt&1U znM{WU)`G!(#TvKCrfy&Qxk3sNa)w&pfmtW|#z?t%RGBzMekiqk*n72a>+XEf%sGA_ zzL-BwaR7m!CPpv7X(MdOqI|Qzd;L`=AMYXgXNIs1?d|1f>-@>_fUHnd>UMjG^9IJ3 zx+J=dF8lA4JoowKU3$eNhoL=racY|{z|TBYc7xv0YfJ_OsSq#zg4qON*d5yb#J~)8 ze(`hHeDWy?=Mw zy(fdgQDD`p=M^J2*tL<-nHn13Mgl5NPiJO(ug;IWo`??4*yuXY_86iIM$cd$kU4Xf zT>sSX`u&8$NP84Bd1hCP8vo$<%U=Ji%BosT`S6~0L(F6tEKwtRe#g9S%V(FzblW{* z`X?Ymhf=aJYDU_3y`)bLqu5Anmaq{Fje+`t{OG6sZcl~<4TbE7*WdhZ!3p#H3Tbn} zIDx^k1&)W7S1-^@7|SIQ*+pW(#U{U2#P<1p*VVTr%|!CI_v$?-UM2Gk4@0K`Yv>*) zgwe0?25rEAj6sPF&=5!}Q6+6w&YWl0B#ai)^J&21hC=%-f#5a=#a-N%Wi;H=lt(P> zp$4vn-rffeCW0k?9Qumx88$)}Kh1&=Bn9>j{~}-Q&MrR;l#cr3VDqg4ZOg;}OmMX$@6drSBgmniqhOpx9nwqkSk`&K)UpuVDiH*@`Yl!b01z^ANmA4%I%hsnxWw4s>Cx3 zp)z0m>i+3Q?6>;YpRc~z(vY3+lgXw|9Bq2rLHuF}7hemqJq8$)BU#v-e!#WZvQ~Aw z7Wd^9%%jBgKpZ1VV2)`CXZZ2%nf2n$=FqCQ4q%Dvs5Ld#}H^ZI5&QwS;COz<(%TZu}{WKYUf~-S@BONmUqp>X-YvPbGAUzx~ z>0lPm-yCTpqJzg>1F1AL)@yDJk2@M(oDAmHqd!P&{-8dqUz6AXjU5}HttwF>3fS1B zn>Wd{(fCSRx?UjtV2I2!poR%0y?D$Ogm=S1;KLT{=``H@F>~#}E>1k5R>EN~zGcQK z2bD@HuXlSqZ@sz37TFVxp5P_sc5vY!fFg5^?q~mJ0rxg+%&sK7Dbf4;6P;#M7jDd$ zwHFJ><`8X8m;v=Gdbr|l!Pmx*D%$u1leQ#NSTMszqZClSwAktJK0S1(a5U9Xea5P@ zE{ZaNXz`2y%5K?Fv8|YBNvW&GX7fFUGGr8F{mO3`F;X$ck8&2PQbW4~M+6CG;VA|b z_&X~J&oN5uaQ0#r9G>4}nZ$h;duvLdzz(w^tBr*cD8adHv`yD0 z5@!)#2pXkIVn7#1HI}B-#NW628ZxEr-_v&3Az$NrXG|$0R46nEZfvwEHpem?vbf!} z#U-HG(xSls6PRpdDVPI9{m{8rr6aZBE`#i4Rt~W(3T0F;&^_!Q_zu z#h`w=+PPbdXXkz>TYPJ(?&%kMKEam5;J_{_9=2_x;nb?fw+OauSu)AMvTLd z%IH@bhFrg(CLO5(km^mF#)>bJ7e@|5>rYTp4C?%7>hACsGd(0ur=~uosuW+-$pF&9 zalskz8RoZW%CslhbAx?x(!Ggu&v0!?Ph|bK)rItzQKOMDy~M=ErrmFm?-J zE$q(QVQ|UUfD{I^kzU|+$Yzm&pjSQ89beB&Nf+|CADDK>ya#BpaiRccpf4jZ;fv4@ z0Tb(J`2g@uCu~m2z7fMZl1;1UI3l#olY-ZJP}a~Opjz4wIP(N9rZ+%QW zZ(0+CD4bIw9Vy0(^T%CD6aWFS!$XCki`zkfVc;5)ap;R#e9?#%bHml`cmP61llVgS zwpXdC{#P?(aP&~7C?|nSYlhd5T^xeCJu_#C4g-b~*#S*drZ>@=g8`#uHZe&YVkQv; zkUTb(;ftck_1U)B^KF}lq61!*mwU+j>Cd?-=RAZ7Ke@jpuJ3j}nAb`erg z$B=Pp^JKa;OlqQ*plKDR z_U~V#Z$_soEg`TaD7vjMxbNw4!0UjG2p4?32(m82o$<%eN@=LuIR#Ba!$!%lbI?HgrU%lX?S(Wr%SnMi=XLlPao z#DPQr&VY>P(LKlk8#4qRRv|t%wiwMG?L8n+)Ff}Z!pPuw1(-X6 zBZ*zkL643~JYA%eXtIlwls-;Zq#KBgL0c50D$`dsuS~OF<}Ir?FkTX>61?Gg?}KFA z1wEPgJ)_kVDwzR)eECehLoA8kM?i3zn!Uo>7(03yDaa!6<2Gmh??43nLJ+#OG;tL%ObLnGw&M`r8sk zCR-!VWCb$^Qfw+NPEW+Xepjno%2cFy!n$zZv-MP-=2$B+rSgiVP}*rKBNBy3zvg%g zdO(sI=O<5jFfYm9?VdM!)8fLZu5g-p{&9g@Dzeq3#2=m_P}Xpx_SEl(J*5cZri!fE zW4FR@nbXr^1M2L7)@^1IL<2uiF|4DpSrKs?_+MO>p2qkY&nTi%;>xnNiPaBrLQWhr zi}zshw4N

c$2G8j{@jn(`3EqX1fS^%dxpJ}pCgAaIY4xs>G1yh3sdgI66UF(3jj zKS-`4I9ij#m05Z9DhXGhd75TG{-909 zISuXrc~HJaornGIn2OEdk&h!u2(b-K2}m@W8Ne7wu#)lOS{Ol`7f_m}pYMnM!`JHd zLzrjJOEjuy;x^$<~vnXa}l6m=vacW+0N9WWS2;5{U_AsO>-eM3T z8UVqT8jZt81q_`O3Gis;bODQ2jiHS>8?;7(*g?+vbPZ)5bj3C(WRygV}W8ycln`>4av8UfD`#~MjyGouMo zwGlPRxL!d1c65y7067Ryk~rr#tgw62$^-w!>Vg#P3=6~}rp?>&ZduU7>+%79nHOLx z?8dzGg;Ie761BHDGlc|7Sq^VyViPRS9zg}C#^~%9bWDLbDM6z+hcBavzEzN!X|Ykm zSyRy8^s%?*6@EdCoa|arFSO2xnYRuz6qnq?sFW91QQD^!?t<}61;Y8fjzi>$s~&8J zIJfcs?@LXmaFL5|$)5OVx6MV2s7IPX zXah{4Cr|ShjBYd|PEpuHiovRVR}SRxJSdw)k%uuaKgq>A`WvM9Dbp4in&D1necCb6 z+Z1$2hVJ&u8D9BR@Q)pEjk3ZcgPo|EgWd68$gQo?g= zOOQ{v+qGYC=t1&E(EQe#F=;RncKPu%GlXXX4HNF5kD%hxl%j=zE& zgKTGv&D%0RfnDV1oq77Frs6d$SZf%`PNVO;diz(G2~&^G>4qZiW6w++0gDX^B_U%3 zF{+4Zp0h*p&9b_BS(TUi#k=eO_qHBBO;~vb-xFu3@xG(gjWS-vsjPI817aTuaP9h- z`WIgU!%yfM2Lf0BMlF}Wmge_#U8?B?MkR_8TYpY($E%Ll?tJ>tp6+qF+XT$s1J$6| z*|{*I{n}Hf#Rlbfc+EV`mUmzA{uLr*yT9AJ?twOczzeDc;umi~7(g%=BK<0<5MLg0 zcRkV%RqWwT_^am+G%Eg+E$w|ce&&C_miQ>{T=P4QJvRaFhpdHbtS#;QJW_)EubA&u zqAYxTCybd7^8J53L)uX}Z}42{;`Rp!%pcb$#uigS$DxqB^W)q5?bAQ|j8~gjDBQ~p z8ib)!WJG3S(x3NhDIS9TUC2MZTT)S7lrlWP6Y*{>zd)VkbgrwPlj%t|nh6NuE|`~Y zeh=ib%+|rjKzHOV^yLNJ`-J(9H=p?H4b%?oJ z7xsl<-k?X8y%=e(Lfd14V22fn6tyHoB>Gtz-d_PSkl4}ywubQ$~k-+n_NILA&!I{d1xM7PP~d!6XK zz_l1(<^u*q1SL>nRk~R^iYjpF1uy%EQ==q_?BH*%4<$e6LvSyoCO+;75QVp?4X1GbL`H@Yg{^D?GbkZC+F)ev=T%GQyBk4M6ozu44(qpyC+xGsE% z+zXIXMe`297eO3)8mkGcQiarq8bxol1(i`_vN9Ce*wFBiK}+$LI+(&L;UzJsnt0fv zwSpZ({YG=m0W66HwTtaW^ac94^9QDVkT|jaaNl&;0MU@Nn4%@#RvRvXB+Xf2f*{4( z^_Ja8Dc=?h62qRgqpo1%GFm*;49@^=Xid`#e4R;(A`Tg&=BzT5S%58c9W&8L*;s?o zOo`LHASb$D#@lJSVcPXLWBz?c107e|nD>-L5sOpMFpg~4diicu5*{taYTD2l*KPEU z(?u989pidGP9liL0WKYSd_LBcY#0X_-iT=5M_w@zH-sTPeF(_(w$drVwunOlRSq!Z zrg2mV3hyD*alSx=+LT)SB5nlcyFfn1Q6EG_$c(8w9zJ|HohZC#kQyUsz(mXpr&N7?e(s)}+`LU}OjpBko95>A%F zjD$~zGZP(QYM?j40FiaVkYo3>UP2`?izU_NQv|eLKS=!wyhuA(j+V|YVr=&6SJ8`m zxF#kw zpmPL!5%0NR9uE8lg@;7rW9VYd%WfFXj8W-QUB#U(4wQUvDB9v!G{_>tHG4y^2s(tV z4j(mCacp+xn&>&kv3vsOdc9)G4J?$PX8@CdB(k6ftcR%`(lxTzNI5?|h~WaR(#a!j zW{|nCF;sui`wUwiLl>{k!f3+(^aHBeZ3+$`{(?Yf-V}q*PEsYH^`}t0WR$Jz7KTr- zUQ7>XJUIeBU@4BggDgW6CmhC?pl$MHpd(KX2VNaVwDfAlqsFO5^it+z8|Irs^!6Na zjGcrFstCL?n&JSk`~R`_X0eu~*L|NU2Z;a!i2~aXF&ss5-~gc$F@h#Tq)4hMk|Nnd zb#=|R>dyC`JDqvn^Zb2#-e;fbj&*O1-PPS>ai%0TX%kIJNgPR#?F(n`Wf5Te;^LV3{*7|^{VKNj9ia)%)odg zD?K_~GpUMOMGKuBW*W8W5km(|3R3DMO2Asph5};b2&khiiw_Tj}om!;bwCGfyXFic{$60*dJ$ zF&c6Qf7ISMxO0RV-SasCI_e1usL?<|h*4!%HLANu)j$gjLyD4MOa-&*kZIh18cY+~ zz~Aonw`l)GNZM=Mgt;M!fY=od6IF6;-)#ZC+JggJEs-InqPDHoXr3@?*8vh^>M?G& z2KFA)a5ib#e|`Vn>WD~?0e**l+B@ymd)OJG8ekG5GWHGge6-A<~*AE7UR==}K z+*5V)p+E=(ytmP`5t!5R0;E-0c`)9=4ptdPkcfgNh6FcE*4%=*YScD2neW-->e7$U z*zYn|OQm&7b7T_hwJEQq0|ja;dhigdFyC>LqQ;%}{q5#>)L3O=44?rl3afVe?qYSr zhT^B)S+KD)()8!vztu`ed6R4GqGsOP?vNZcHfSlk+ECUtv?btpf*oR|bfq^i)qnd{k?mHnjh_zP+)H zfT@YABI7~X&KK_x?Q+0LhH+TwHcXeP>VmHA?-p>)RNK(hXKz6NBCA)^`>3!E?(A>A zx{1PqhP2gu5VRk?-s;bxM5BpK$AD9T1pwe6$c9|OidVcp^y+SRM%^Xd1vMrb3?X3Q z1U_oG{D4uF8NdQ#kFg{VQpvx#pok)&75Y>|t2J>7Y=C^w4 zP)GAjM`EsNtyjOlvEiL%eVuGAt$hzEwF)wt9)Nrlf~EC4s33@}=#gG2kUBL*t&bXg z1_L4#88Q!~zr{e9eH5o~&P+t25p=J|df*w5pV6U`*#d|6uiZys1$DGe&wncDcxYugX*5F?BXe}8c@uaGL} zv64_U?mxg3qeWuuAFUHuol46@F)ZG*;yBqCRFsXXItP14)LV)10q9U16b?7)x2S1l zTVQ-XYSjX?qE?Avj|>;6+Wu6u=%I?KT;oM4>?1c_6$X<{u0*|DJyOA>8ruiAh$0S@ zL9<7;rd?rY8r?Duuxi%0zCtw?#U54T(>jVf&Q~QfAqeHM=^4i5?$EcXn*H>V;bn)a zTr-dgUq+LJs@e&iF*Sr$r^~8HyNZV)cdIWVn}%?J+!ZVnSdiF^Lqs+0_HCNB6I?Zz zF}S)4qq=^mc9?Ke{WQcK0Y9MN3*)<=->cF5>t3^Jzrw&a0t7};V09p;u}BbHI`$BP z>rlIBtXw14d&oSufiY}zq+W0KDLx~GdAn1$NampN1D8>44|{mDYgGBGI=iXzHFRui z9Wj)Tc%>3pb9ZWOraDo($V6T6h+Z|ez`diusd9kY&e6&`>{flFKN>=x9WuI?QbCgD z$lQ_HSIv@x?!kRX4$5SC;YuCZQ+kXkLwLM>i$mTSG^9pi}VN@Am5}txJP&W&H8Y)9(IjIC0Hb{y>l0QRwcpd<#*Vn&gfvwDv$)EFp@cQREbP_ z?VByafyUaw#;w}Q?(Q2Ko7V<9j8XrMTK)6A;if+LQa@x~2S%hC2t^>jS~GWt$7JzW zRecb1Ea+u{o`i0ThwISNaaNTiV#u~{&vB(k&Q8MgeZqlZD%|y-vmuIa-x~p_YtAr$}xR_K<$OV@_I`b|K~I<4HO@9RV4@$iIIH}?SX}$ueGz1SWaaO6tu@ zSN-k~ZGc)n$}$ja)1C<^j&-JB1%{zl?=dl|Vr^8@ak8#K= z*TJUK!gsG~{j@zk06nriY=@*qK zY^A?7WF+I-1x3% zz_Wk?c{aw~Y*9C^-Q9bWSuN9TwO8h%QMI2t(^$qtALXHiRdNR2%ES%Y@IGgO%M;+a1*-NTtkG?2XvkN+HQ(MU+1Ane# zHrE=RwHk#I%+;gtw667WbTq8I`+&ao>`UwJ7paImq&N^Zi4f+XM|KMcjsBKbw;z!YOCFvvAOT> zy)~?FZO~-Z<<#^?)Y?=O2t~u4O~Xc5OAt-pDilnhi^1m^Sb9*ubEJKV_D{6<@40L1 z5NKR=oe6#rL8PKE2b?F`l@%uG)y^s>={3g~QCZ8N~?1dvt!kpr^DSYr6VqvnP=qM1__EmGmkEhqH{YUCT3FR((x z1AYofMo)ZVb%8USCc4_ z4Qvlv>tYRn&R}cWw!(j{((ji92Vr?pAAN3X@5V( zl=7vj(aQE#bB%Mc0r7d*o>P6Zw{iP$lbM?=FCCRQaYsk%EBoaA=|n_}2zoBjrD-r8 z_pJ_vvWI#9(=~&RGN?!H<%|Yt?}JVf1q2A6dvAL{BW7o}b?`SHY`?LtS_9*U2g<0= z>_2*qG&|${ew$X`Rmej>DnWH^QzJpi*cUF_&fYzNRAz5b#X%ULgVFkZ_15Q_+i#6w zu*ep48I{&LaA^8ZH!o7p$eJnLX(PuW_U1^`HUzi}@&pAV=YbiHNZi>E2uvm-SC)h% z;O;HRC^$SiAYtUu32wJ<0F@Q9KV)Dxm5fL#-a_ccm!J!x0I_+v{$Ox#6=!tV$3pHM zt=Af3uwA8ig4I1(VcsNjV(HMjQ?XSPB*6%@s{}fgECk~BpymqL|l z)B)p{`g_{ms|sE3j)wXM$hvZN%++Bd>7=pQp^gX{7Smq2IaOG~Kn;#?6@FI~K7mYM zd8OOb6vk{)CUIz1-X5A014dlUvJ%50%%zeGABa43ZHHFyOim^RS4I5o{_bF_IzL=Y zMx<4~oVE~i!T}sL-;d^_&e&zfClJdKAkldU-;ctU+2i~WW@8Y|!g(@EirLycQ`H^>$_2atOaP*A`{|`xJqvSTk%3fo2?#b2m|%#3o{;FY z1sdGsYIB*Z5lOTQBF~QA2{{zMzSkp(#_zUkI?KZR6MCfbT6Df?kXQm--gyI=1642W z2DJ?J`%M1bTiduBZEdWOY3?=co$WnpVz<^1oPhi3-?UD}6td?7gcukB>KN{|Xu!i@ zi`s)x2jZOAp<#~LrIGAApW5!%Xpz@!y?L)m->IDq3MuH5vwMe`WmTGrX>QyM27?p* zuI%k^Ruk4KL4w{{BM{kinKBBaNn_f64M{US2vkC9C@8x3K~s@st0FkYKhy0_qkmR~ z(5g8Y)s!E96s57uaFyl8kZtWxj+pj0M#4lV zY4~+C4wQQksxmG{H(Rt$oK{pw{i=C1G+e1Fu_^#a zMF0o_qKNs{=^QWG;-Ph>i3l8ev%W@W#VXMOOTqJu zNXTteWm2!UhQF$N_twWq2TADR0}#6~t)}WqNZdp1Z2h25D=f(7opuin3wW&bcH1DI z>h$71>oksG)IrteiYl!``u-5MAJK|+=c9I?tSTMa234V0uPRrs0`!~R*7kUdouf4| zl0e?K8m^5nzIABYbS~f7xxU9R8JZ$N$7=U#{`!_dD|j-21H^YMJD3~q3cRIW44SER zhs~h>7%T_9Bh|w_y7>_UVw5U<^k9QFr@O7K?Sp&O@FhSu1A$nqDsUL0-lo4AT0NSh z@uUDFED!h>|A{i4IUU=>FRqX7--qfT7-O&owT2CY4egU(pm{l^8?=h-uGAIsLJTt8 zGePWp8{sPX2p);hY zKMDn^RkE`ZNt@s)aa{7;IZy0NimX%HBn(@bk`3?K@qDg)zI zYA1S|5VKV$3SbRH#6+P##QIfb%S>2<;@+Xx4<@!#4QRZc(4`Zetg5F3=nxgRkmQrp zCM(BV)JUfulI?&4`Si}w>#Hq=3gG<_Y5~UkZR|kYV)`nQ44o&^vaR~=Ru4_i3Iq=4 z6Gn}8lyG9SNV-d%0$BwRKS2anX$Kw_=SCqtReB6xM21?)ya4_#^81GLnMl6rGL12w*x1Gd)POb3dOgAkqB&YU5Kf`dGJG377m|W zF%5gj+%RZWYjT3Biqxw_BS52%dIgiF#5df*+0@XtVV7u!$USJI1HtImJ8;rROhkgp zREV7Dgo(^cB^wO2fStX&w))`K9@y&eO>JxApigz=R^>`>Y%9&=K4Q6BYue_%0!TSn zIowTQ#ID#E3HVmAZ1$b9nuYsyjWZ*G*OoT_ApxSf?U9F`hpv~Zti}$-KS`8pN_2qOci~;@X?GwsyH95QYh7f>-+X=%w5>NqqQi! z2ff}j2cHh32lNNp*cyY22lO&)beMCny8lLV@TpNjDH}1Cwz-8Rft+T#1KK^%q=BGaXvA_1p-@eWW#I?0w{FPt-Pu3I?A`EdPIQ;nE`I(RX zy?^bM|MurU{mRe$#0R=tj0E`jE&k?DIUjrF_1BvCaY`F|pJ#r-jcYeQv4gS`n7O^S z)ocvbe(4iz)&bK$Kk>>2165vU=RfgN4SlDM=6?y|uMp{*_-|`^yjg2mjX_{p?@$k)K$Vum0Rm z|J+YoANy(k`I(=3<=_3QKHctbP=T!MY=7DMxkR&_H}b&s4b=^8Qx7h3%k}k3vk1Lz z;X0#G+p~4Aly+a6dedIu1z#U)B6p+_C{B^sy?=V(%pE=0lHn~Y)Q!Fny?$WWv19wG zJX41+P4lY*(SPRJH9J~brRQnc)R~&DF&Iu9sZRZ1#c_>pZWyN5)O~kgsixz*&N%aJ ztNNE&BEF9ai1KSFwb|j6? z*v^s@XBLQaVZ=-O^}w%Xo0g-AP~G;-56AWg`#-+Ae%kW>(dONkVnx>9{KIhDhC^;zp;__X}mw+HFqWUW|Q?l;2k z8O?J4HFL1@UQ%C|tH$6rn>%;iXYS<-^W|B-p&jka8(%!Fx3_;qefovF%SAVIwbtXa zAAV{3EO>Eg1rN`<-HYAEM!&xCDjZF8Nr{U&|JHx+x(#Lc*FybKE`AUX9;vP0{$Z@8 zheKs^nSY?%wT8VS-jfd=esj;h=;uGq)-M@qy?*kZ=d_Q$km%uTm>(bP|Mu~lkBUEg z`2DkYztBCfr?6tST8J%9t*d_0I9L~apArF(H*D=45&GqfEshY|xjjt{{hMQyz6n^ZPiu9Hb z%d)LyYGS9S&i3{Bh?=&k>@l}Q8L4UDisCe_pP3>(oOYkai}nwb`3?2$^fEse>2G*H z=nVbMkr&LYBF~1_hoAhy*VWG&e|qcojc)RuGq^JP=YO)ZKl}Qai__Uu+>K?S-Dv4? zk{s*lXMf*v50_c(y|rK~4R_w|=X$KB$rnZv`Z^^q8ir1 z@j^#m5B<8PsiyTT)`rH!Z>amlcxi-&I}oa!jrUDsG`@4sQMX3E)$xPzILUtB8Yj9m zKBKsMQPYq@^k@FQF28F#=fmN1(>t|;2ZbFBE#qyc|8wdc7bY`rOH?X?j97_9Z z?U&B@2M>N{_vAr3%7f<3|Jn=x_xtZgUk%f3Uv(SxXU)rZ>;Vd*{C9WSrtzyE{^-GJ z`-3;%bndUt+~J`-`&(bs%+9@+?S=lRxcRO6$>WyV-|`mUPkv~Q{Pl(w$GtzfYy7Pb z==VP#UK+Q)e>D5lu=%~-u|8-eu?)kx(HfT8ft8&!7RS!=l#Sgz}bIzw0G)8xj!1&-szQit#s^$ z=2)T>UcNBw+z8Ce@Ui6#!f>kGZ)(yq4z-p#9v_HkW8@}b*OE!#s6#q~Ub7Fqsn)P+c{7sIH`{Bs zYuciB65Eb(<{H9yrf*4qq|cVq!LQE#4gch4TiNK{#lM|-e&iOv-ud%OT~}}XANIbd zjiQX6JDzSsNt{ds5f z==Z)={*R}oN8_14berDRcS0?`eBv$g!G^r<{%L7_G4i(`97%h3zPq?I4&TW;7hf^w z%JGMnQ9xIYcYlP0Ib#J#d8Km9M4YXag@y-7w-21_wy)xZu zyuLKEQD!F6of)R508fHkH zgJbBnp(LJVdPX@k6|<+BW5X((13quqU18PiQZ;iWF{K|kMPT%kj^mqICs?FIVUIH} zSzV6QzCO2y!No@ZtS@{mp~`Zuy_X;VUYLGoaeCUx_Eq~udRaTV`$_FLt zPKIlKJfHoOy)lx$&C~MC{@V7_?~4QF+Ul3Hckb`YIi}$cGIKn>X8Z4qG^HE(UlBq0 z^M&pg&G%mY?~Yu}87E(>M?Gt>kxJRk2Tq}_dciX7q}I^b%cVW2`>N7&o_Es7 z88qJ+$a)l%^U+w>PmUApbd)`q%{xl7F6=YmYT;y3q_f0+est+MrsHJ{958&ZpE$Z= zS^K_|K5ho};QjOViIS_{JkmB7!(0wW^>`FGNk6oso)Eb?5YiYm40~#kl2ROf&~!B; z7#gP09ozib*fxyXIQ9(J-;dQD&D4ZBiu7St^C!8QTFcSQ@f=NwGo?TD!saYc#|t}) zjcGid_N~PC``W|Ub%pwmkOVdUL+8O~exR1m276C7o|wVmbUFF+cb=5La5-@O#@WiM zfBE%cGkJ4veP_^kv{(M)p8eu$kHe@~X@4dkZ?wZUjVOLUb6@s__5H6tT{Is}(xv0y zdVNI{^8G*jA3y_>EQp%Fh={s8{b8}KJ@0m3#{Mh+s{X9^?cCZo#F1;Ib>V3paVXTj zv(U78G|@-q@^YM{OV^KG%kkuHsGG*PZ%ex{oxpUiEZM*QxR<2qR3G$kf=)6LTGZbu za?i2`mTsR+v#F=qUZl+KvzuCwL}sRatEJ9D%7jYW3zbJg$h{~3(4n3OJ^2qXXKk!keaPmdck4VU)77RC7W~) zR|ZkK*2so>bTiHKgCj%jxeo`6pc{|1=MxhyB9P2S)G7ykUEj zQp({lnQ4l=CEKA9x2A`Aq&S-4Ig=}^ZRq3V$Qh0bvl-aPxUJC89QEx$P9TA57ryH+<%>||&^n>~tv6_3yQ&2nseBh~4&CW)#$y(}oZfvHa9xSShF zcG|C>FGqFH-w50jXaBo)KpULC8Fil~^HBGlAQGweP_b#`l^FHey~$U$jSpVfu;&-=q)JAc+*`yl-LLHVS2 zvAnTX-+T0VGxZKmzVdAK@kkjoq|;3w-8-E;_G7bD^Jhn%^=qx7mmSsL&b~BFT8q;g zW8;dxAAZ(o%3@C%Em}SAD)nmzZWiq8>B-Qc@3YZMlz+xr2c6;z$EU-QrK~r%gvn9e zjdahIffG!BUpwh6$2&o0noat*59T%7-_2J|{l`Tx551K06P&ow;0(RQ&%e8A-Uy}n}#={UqWUT|@&#G~19 z?5-ZW7j7w+!&B91J9Ygt=AHk|F{X|i`!t$re6TZoBeAZ(IL+8w1t_Rg&p@d4vc?kHDCU$x%_(g3uldI z^6u=7?pnjiE0 zq+0~O+10U&yhqxz2NNeul8M=}wt_@gI`>U?c=>$iS<&HeWDN8Mk&P?L7Bt%V1l8A{WP zYEPWmcex?Q*5k#>((Lc;GxIsv{;l5cq?!71$L!RS;=ue*4|bls=$wD!4_iym@4Jhm z?mu|cxm-N^FHh3(pAQGWVSZCD>0NR5!rKh`-xkSxE9b%1v#+hdp`SjRosD<4z283m zE#@`0wjL0KQB%X?BDx- zJy`v4B~<>vGyWi`z2|nXTU+9H-uxH$Uk>fJ8h5Qv9q8``U;4&n@hn%1$6wxwzqAtW zS>^QWpLrqQ8aAHEaxF~}n~Q_IBB`o_cISf&HrSJV5W!tT!tzkWD#iD^z{_8*e*Z)eggOC3N*>Uw# zcMrp>OVhE_P75Ork_gVqs=c9M1E|?x!O3B0tT{D3qS> zhf+&}*mI+a>$yoB;YeN2F9^wOKb&ir)i5;8rRPcO!E5fLmm?$eLN_w?ERunA+zVA` zrEo&&KXj*_b@g3kM9H{}7IdxG;y26RC0J z`q`ytg~Cxi-6)bQ%)CG^+#nXLOrn;f$oGxH>Mz|gp1N{&Kb8C);S3)}z8i&Rl=O1n z&Qd3cRnK8Lgco@-mT_!ksX8?yiS>*;Uep(HFt`Nyx>h~c)0sGPbTd}pkJG|iWFoU1 zBaEV{HN)!L!k-A-B!6i%F`{FZ#N~O*qs+^FX}IxD=0~wUGp!5N3d6$T|M@{EV*J6e zVT&MABFmIP7+IxnPu$E&qu5I9z)Son^8C~hp>+G1KX@1<2|PpU3C9mlgnRs(4h~OB zzAFkHA(SxHj?4BF8LuEL^Ga0JYn?z69M)5?muU3SXito1iZ~yJW zQRfg-dXVQ?0DCn|3nvc3#B+j)jQm+?hbxgNqV8oJYZKo$MUtGyo)rkcGy^^LV@Ko1 zPbP6if`w`lO@R$z-hK)HVFhKJn7$r4q3!pJQ21t)mt&EOw0P{A55H)eL7{~+={tE8 zC$T52>J`+*!qxmF6j=}?N0um(NRHj4Orl`Q`3r>S2bmM`opzK2rX59T6owFa<}?Z{ z_jEV9{cI8CqOjtDnT3T{oWltSISs-zkYnlio)?Cm#lrc6zBO`f3b?$f4ByG5Wg4+F{puvm(m1lYAJUR) z-!R6d@I76#IN~x6WLllOFa}j{2f1Qd?nSl|yMB_5MVk7A7SgnMxi}C(!lf@goMn;b z0X##LPK%g>m)Q0d&+mDep9X=wZ!YKQ>{%A7p5!`n_LD&MOnF|$wjJ3)%JQ3f81OfA zH%g@G5jN?|(sfMPwM1s~>L*W;g;p3?PUsU4gq-&{OmkVdQQ>30g4h+JG7x=L4#xo?i$x8!P`DBQ z^&>gWVz*<?gig}270*>H?@7;}>Xq$_uO#ainqk~c zJg!CJw@b*6Fjq09&hbc0d3!8S=EW27s16V3>!s+P+S)?T5>cw9R3k5D4}J4-Bo^V` zMZEi=lnY-!wij)-M#;yKHIv@N7qa@hP?q0bGlHq!n3{v9!qUTOkcolUcx>4x!D++t za#x)@UMjgf91#0hZ#)CY`k51VF=S>aom5;(y$GEw8CwYkz?ixgD=JD`Pqc{$rUBO? ziCAL)r0>ankM*6!#+l|x!&eJuddAt2Gsg-zkcJz@&ZM#tG``g%V;tB{9?HomNQ-!w z$Kw}ani6!1iH7wQK8&HuQ4OBAqTH6_JaQB1g#ivIb)#db4%1bR#rVQ9BP%J~I1Pp8 zW_@3?B0ElNC(&Z;&JE$ZsqGg2JkQ47+~oerN#+*zNB_gsCn`2soO;F+6YAcXjVxcr zb}VMOQA*cS1=cxLEsVf%8SAEI6KvVW#hy$tBW^lAks|kk$j@{Uy1{tPn(+lu5IM6J zRz02adx9gAm=oEXhSe2{I6@8>z6iub#=dY9T#u8;FyqpsS;Sq7Y}@L%As=u@hG)5< z#He=eJ4xv$1!e&JAK88|NjxS^#<~$+_ubQpYYDdr1CfbmVh(-Q5^_@bONj@{a;eyQ zd|Yx%h%)@Z_wCY{oraMgy1Ca)5--cI;^ckojOS;8d>9(GHopk0nUAGqLu^mS^#me` z-kv*QFh5Sb*vs)Yj^8_U{SsoswnY-#!p0b0CiqRvlU`OY$FUtA7)g;^;W%O+*%Q-0 zjq!Ng>fG7)<3&Xv`?-`}Y)OB1K5>nqtLJuYoF=m%i@+fhFH*aS+KtOJA3MY3xM}yB zUTi}O;1^BLbTZeD12R04?-h2WN8O|B_`IwS?9Q$qYQgh&^+)fRJ$*dQ!qG6o7+-rM zS-)32J3o8$R6T#kZ+FJJMablaX*S};=imib>e3N16Yf;=V}?0bP<~o*1q-iL&m2Zf7!`yWja{@a&~Vrk#83=K`bo)p@uC>EHzo-7P{Z zjjcfxk3*lJ)9|AT*99zBg$zB{cAd~wWN1L+7O^b>CZ>z0;j-w2sk%|ck&$MZs%HS* zV6uJBx2IUi%F222R7RJ&fcUi%+-aH#o7Ig$ml3uZ;yb{+h9Cm$bBvLTbUT(VS0at4 zMP3AWsfjd5hlQLB8B_*PX08{3WhTH!KS=_sFxXAPfmm=)k_gyzOf^@PBiG5Qi z7OC*F>N96A&uk6#uObYu$a%)lD_Jj$GjTCjGe`o6X?x0r@!Vo!5KrW>h+Hga9!Ef? ziFpE`2y1DO-BkLKb(v>JZ=TGTVzjigC&vqy`{~7_&=rNRM7dt!VpByW?l^iJMGtu`2X7DA;m3gz92iAWzABlPV_DR%HFwn9PM$^y2 za4_=BB_PGqme~bh-^qO#yNrXtYbH{&@kH7AOdX|C^=k`D?qww`92*-3nBahUJB#xv zFuA9@FT5c1CoPdbo|0S?f4RB%F++W#jV98Ji#P}0hjCQKauOwYaTj;$dSEahiwT(l zdXDUQ?BO5yWS$Uwgh3U5ST26gnd3aIz$y}BmbfXPI|69MQeqXRZX`WiJDV1QDPT`j z*XOGx2O6C}hPVN_u&^ze9Y%Q8^pWS?I*l4$thL7)6ZpWCPunYzRxkFH#ilbEoV ztx_~oNgQFuLoa^VN!}kie#us5Lm6mMEWM%;rGTtVkDuzZ%#m5di^L$1S#vgjkZY_~ z>U+ltH*NpQ?#XhKq(QxwL#f>MS?PWy+SU&!4Z<=BbO-yRj$ax}D>Ah%l-~FIZFgS~>%JaelIsxz>ThY#wBn>0sADzXg6Q^*(n6;^} zvU_nnoQ{?8NIR>EjdNl~;iX~VbMNKwJe(;QS4ljWW_IY9k99l9G4Afb$dZ|#ayJF} zyb#YAqg7yaT+ik@x!|hcV(7RTssnedL}o(TBYgrxPu!Y@mpz(8vu$ zC~$OXj**vNi${{gW|cTjG}eJY+?E92!k5l0G|7vPwCp{v-kcJ&+A}9fb(jwQqSSj1 z&O66am_C6|-v~lb9Jf3}b`fWu=eFa?u@}3E)d{mykJ8wy%k!ssn9o9-mdIlR`{pO0(+Zqk472AC?8I`U<$;&N$c`qJQ@4w_w8G;C{>KZA$Z{N@ zmpcUzb8^V^Ii+Xmq%R{M)D>ju$^P&=+nU$K3c4p2oA0{1_5L2m&z`7usacpT2^^gf z*N6$wb&AXPk9)xx5xy0efYS4jWhtX@83aWj%`)109_j@Nw5Vw3xs`;-U>rYj!$b+* z?Pl0yCvYeWyz4QaeVX@)5I{L z)kqr1xQHglRe;82vut0V1oAWz!N?}V01M~8o#?EWs*h|#8|z&+?r5HGK+4&zmyx@O zeD3?cA6jvGYDMRAf zJT({5hWB20#%;9TV@slFtXVILQ5wu6Z!wo?m=UvhBYc8uW##Wpr=%CK=9=XUb?7cn za(cAD4Gl?H`_7|;N$!;xkD>-Mc*2x6GA*OHoz$rdM=Oo3NUauJxzyBWCTGzO-wH~ z4Fnx2c7yZ65>_zY&0bzj0Up!S)5T@ZvjszQ?5HN`zDZb=q1o}vg&Z_b19PHlV;aKt z>UJFFniV93FEjr~-@Xu4Fp4qo0YNnuo{2Bt<$QWy5@GD`;<1UMkg?&K+PV2a)b-Yj&~ zJUbQ;b%U&Um>W@GCsQzxn?RF5Vd-q1oM=Wn$G}T_Y7?z{o=1=k)&*XioDa(L$WJ_5 zY06_JUu*?|`t0dA^n!&ip>pQuvyl$Lp@V_7gLn7$p3cjQfy~!>r+(-h4wfx-62=ov z^>uZj8R5i-P4nbbeEoZ`{r*31j`RZzOf>c6EE>nTGCRh-?`%x=dYLzWco_{#g@j`8 zTeseRedWUPE?(RF-pv~?7E>fLw&EC8S@DWOA@YJ)I~@lPr%9*>sbWShq@8}M3?ti# zQmAxTals`sGjhk7oJ@@66~+#RF$)Umr~dg&d-tRj1l`clCX=qNkwl2ZF@W23M`^29 z>UnCKCNZ<=MpsYkPp;a!-Q?835ZXjVerz}pgV-;3`NKS#7)2DvW4k)iZ~_ZVe#N<3 zBO}v1d*PQ$Ik922lMHj_aC>BAM6L$4;EA!z4T^MkaJ!7;G9)AcPO+P%u-_+^3zE#7 zA3H7#aGsZm!5;eK)G`-&Q96=<+tCTEq&aSwjv1iu6jzCXa&(gUCZ8p)O=c%9ZiD~A zFiDT>Ec0=2578u-ixdhq%0LZ@0Ht!!EfY~FqbbxjuH9V5d zm`qjlUqy(T3)t#7g-Mg8nBSN{)^CZ?-XDF|Ub#No3eJ2jM&EO6YXe7L&gEI*balBL zXBT1C-kWLVTr2%sSN6n5>gN-oB;NQioh>J6%MH0y25-<)bTG`(KBi6DK1}E{lHY=zFewbZY7~Vb_fx^rK-OptU{B<4p4p zoWedwnIyt>{$?>?M0 zEb&LH_QV-xdgGrCr@?{Lh4CNxN)H2*$~#=#GSQP+v79`e7b978GRse%yT)NwPgo)s(N1C$);V-+@lxC0Ox8#y!1}rFX&MBu zzw6~i+P9B8`d5nu@X<>~VVLAjnHrm{3s>t zwN%%<5UwK@Ak;<0059__^@~YmFe37g5!90qQ6o%BZ_q>N*1z#N7bf6nO!uBRPh_Uj>EoYV-RDwI&{U2fP9k&5aNje{bhuLnGnm&=6b~KvDH+-* z8^&P_AJFZ{!NVbr395BLj%Sj**O7ZWO7YN(6ML*8ZH*R=^z;;D7LW|65~Qj1$bWt( zDAZX_B?WG6^l)0qUH)GSD zKEeNys4WZERJ7z}4lw$vwqfU%rNSZ&GQw&rB2Lb;IE`!-@$LZ;Ih zjA6h(9`Pyx61*^3D(E^->Yg1rN&7_ayzh*1D<}wDNDVpNscU>Qz=;o$Ccf($xu2(m zblj>awnKlw;`m@k6Np5hoajCWAP@L+)+5ZN(36QlU`Es?;SS=^=PE-s0s>oQv^Je! z7;;0#9j^-e0{bNM$zWoVpuL>PeS6V=1{*N~n*?4Vz_u75dnU=w;T@pg2^gzPM~WX4 zsqYfNATffgD_O1}8ala0;DF+d;E6l#1@L-A)O^VEQq#ylN1(2RI}Y9@ALJ0NyJIia zydofh&#$-<;l~LCp@MiRtO$pSKlL!aTuBnYQi9`nU)F>RB~13Kh%%eNFHVTz6IRZv zdnt5{mc}R2niZrgCD-CSF^Pcyga8`otECJk24^IElItfBKaT1`T)-U=>q>`T=W`^U zec~}+9BaYM(W~D~Lt{t|1H4N@jkGzkGBbTiIwqV57k+|7Q+SnjZ)@Ou=t}H2WS-%& zVw7OOJ&VbNw-Js(riYwP;p<+jW3+P=>|D-DTcAodBdE5J_HIjlHtA{;T~L=*36 zGD$d;Ao%n@`9nL$M2ZcK!`=-eMWLQ0Fokw#a+q#6x8p@&pbANg441;FBZ7 z=8zO6DMH32T(&$dMWN@2M`^b1^ZcIlrWqW&MCf`tbvz!p<+P_fogFUxobV!r*9x%O z*q3DzjCP3ZrGDZ~g^5w`&O|wZp_J3L;K6rK)2ZlQq?dPWKoqRal;8Ee7Y-`%l9Yix z_oqaB1csc6o(<;;7X)T zsY?31h0s<$#NhEm8Nhy2drqc^-Dp1BBx+f7w)IXij*W-Sf=E#E8_E#te?&ebID>zEks3WGo#S%}CdA2Q;y;(_k?I?H z#4p82b&)Gn>^G_d>7cn$+>sdX$>K86l_I%XWLb_yO>k>O_p`u7lS6*f2*pyy{8*re zm;wS>-mN;M(wsTY*q`uk$gN~aF)PwVt~5=qyES%CU!;!Wm_vX1Jhn$r%6^nNnorJ0 z1Sn7NtUk#`a)p#GSye(F)`35D9ga!l$EO*;lVg=svd73I9CxhoGn}*{Sn`@=s#1^& zOs-;!4nhWqP}NsQgtcUS!wCdF0)C9Ks}Mi}frLXqmZjxKoB;Vf-HKf&#Sn%Q-X@Zh z@mN8cY7U5D-HQ4kg=$)}zLjxgVB*Pw2(OqI7mK_+i%$acyRkEenOC((xi31#P!Kk8 zIpC5eXA8C~Y)wx#9-Z{3OBm2$#E%s)Pr;;;LUP$iWs!qKFX>wuX{X3A79{R5bGl5~ zA1_Rna&cT7`_Uc;$RK$aCC}`|d0*sV%@3OAQck_G;_n`*T__`(t zZ8PrdFm_Ge*wyW5R^(sm9qlCPrsn-{8lM~Tq2bCixDnM>Rkrl_m<5d|MS#cwVNN`V z9>Lffa(PgMN(tei%V zu1pS3OZUklT2AI}t{5aV#4IC2Vc`q@rFLxn&D-;p{ck=#$so(}{F5uqEk$%#{9U`W z=a^d-D4AU1xNx``lJQ{1rFBq|0P_+ZR@i`}RLSnbp*ZOxMfGG9aeH5Hp6Ag_mT8rP z#Dx^6>ioOM<2j67;O`lhHD=4RC6uLrU+wd2thpE!(?lgbbR{l-cM9+)Uyt`8r7cr? zYVck#Z5BCA3-{}I0hl96C+B3;P{(2>(tacM2Z+tu>GOGWDK4+Xdw2>*qAtl#&$v%; zPO(6K%PE0>$LV<@)UdrOm{t!fQWf**C<$y2ik2)%kr`OTIeDQQDGU;raAAnV#{7od z1^_WXi@+vI$G$0-9;z$oIc3X9v?>E1LXcuG0<`5HrKzKEq$Xp>C9^wl@k0RsX3D8k zNef%q1w^O_vr~9VvaN6eFkyJT(44z1a8VSv6T1`hyCDy7O3nf%Ge}1=GGzp9Fo>jv zc_E5L*apF5Rv8yWT0ZwUi-UOF9cPLkYv2laddo8un7^@JDZ(OM&Sg1`<8s0JfE%Kz zlj^r9z)2uJGD7T-V1bwriVoc#+d+aZ2{mON4(DfR?505%6<}dlgy1eQ4RRWFo*1cb zKrWufh>f%Se0DZ5LhKqkIsrj!rfxaHg1D+PB!%x9qjNK#56O22<8S$o8xu5s93JFu zLQ5C5Z8d?tjrtKNKfs2a7 zMdFcnVm*)b)|;>x;b=wEW-62x(XJWCYJ#WC?3~JAmvH=7vUi6WS&=ylvJs4OZ(nu7OCM8{5M6K;YiixiUB z8++SMU|mxBlDus(mD0D-Zlmyv0tAY4>8a@cO2ZY&Bfy_<$7ZG%Y)Mj&{jy5K#>Lz$ z{Aig);62Dfe(#mw%6% ze`OkSrf0JCn0

LCzUrCkRK>1xQa2u_74rgsDx){s2XNT{!WTi)_ux^~b9aU4fpP zqjxJ|KjsefjqHl7YJvzB&M2uESYf1d@?>GG7BaD=Ub?Xp7tq493db72XbuJ(FXGA$ z!AX+zytA<|PX$!4^0ZRH_8tc2BPTYiWNn1779>xy3}V}tZPn1{At@MJvq)M1?1+6T z)db?Qj(7awG9h#|xFZR%6||l>LPr9wwPLqIjC6oG8BI!ZE!o`MTLuxTv z%wvRYn!6;b5Fk&z%ssB1otMTJlmhi|8tF4)qqumOQvAU?xS8cmp}+&&{N;c%W-m`u z{jf?V@~Y_^ek*buDw_#&MRA-D*Yq%-p#Roe5hmGlCtwhn!6P8lavdVmv0FVD@|r4W zCJ$Y4i_z621EUDHqk`1EY%Vm$&=H=2Hkv46`FNF6!w*j1ndzL}{x~}ZG5Zm4r-I-_ zS5?fC;(_>wXC22jf9|SL?+*6jCxCS)zXyzv$i+=)%3jY`yv}{oB^CFYBmH$>!Qw^ zAQo4Nl8dAfy|mu6S(Yh@(r`F)X6BqZ%X6OXe(rtW_vP8oIy*TWl9DA$F>J?%6$Gw< z+HDaOXi*?7&=>g&`l2t|&oz{JY;ia<6d`~kaXIH%?)$#3>-YO^za&f%fN-YxRUTAr z+Ooe>LLt!Q`GoLeF*)E4DjQ1Ec$2RGJ6`A^E``3}91oCp&hb8IZrQf!tjX$@YmEi~ zHIHCB+?)rHj>eqQhX)!pI?X$fdv0q2LISac_-kMQ5vPRv!>drg*oacat>m`D z!HMM%L00%YIkd4k4`odwT?su?oZC7YXWoIUP34UmDzpOD7XO%1=%XCuOXYf6zkvV+ zAPsFOmzxG^@_MbN*aG89X1Qp=_M!jsE3;~c<-rcf^PO^yI*e=`Mj{_fyP^W&`te_= z#yEDbh?5OLmNR2{MF{@~dV?OJF@$=Vm1A_nb{EjVuPEKFbKGFEiHu`V7MiRe?E|<5 zJda_I&qM1>?cjz~>41aW2o@^a`~kQ;RTKxg$0^h)nLCxiLDDG?cL+sF%dof%_Tgm| zE&x zo#3_u?xtmk;jI0ru(CU2v*n&D4g4v4KeYt}&h&HD;*}=tIg<@Py#yz3SIY?Xp@-EActS%E z?9Q%Ovz{N0Lx16KzhOhu+NEPxo(<*#Om)mgZCSbk_2^is{hfMn*Ndkf>nlLy73Xg{ z-K`a+iXId?;!)78!UBEZx#QYX7DK`7$|O~G(@2ZPkrK*QXywaEcEa|RcZrQY0l{EW z9>)H{r4i>;Z3I$gCAw8jz=I7``D#wd>$<0owhq#Y-35F^tRp$m4Qhs9RH|wr+4Th6 z0G{4OZ^K`RrFk~@7k*E7<6(+W8o`MZ1Nuf1`qZeB$CgDts9K%YT@8YqVsUfFd3MN=FzUu?eej1i+rw;p_J3 z;FW;D5VZhwaj269s^?g}97)kVITJ@5})A)dgjklKOf$L%=K zXKYM$>xOfsV3DzV&_@V;m(a76EC%#YsBGE30Oe4C$2HB3k@Ux?U)rJN?j?Qa6cunf zU0Lah)&O)qHk^s??EJw|Z{bhCwQfyg6-YX9>oR4Nqgtfk1k&=;RJDA=>Duc4(_61e zfW&N?xm8Wsip*{u1HGft(c!8*@He~cRbF5BrDCs-j-v0V%6LrOLtRlSia6{dV|eTp zuH(;4uA_&>I&Ab?s|?_u4RczU1fwK=?Hdzd2Z}7xe|EY3Dc}x*SsXV!-BBHm(5|hu z@Os*L-QucI4mek7YuMyn7p0dZsU6RGJ@3;-(uV}iRh23eqdeRm3U{?ne!8h(tAKtV zYw>cLu!>I-6_AuAoVDow@sI%gC}V)8ODmXUh>1 z2fa8d=Xo;94zne(?jetwik^ox2e412j9eX5jxFDb5v3!AW?@Ibbs$PO zI|pWhD4ksx?-63wCnGAC$qoCoAbmxLgmhr9M=*?!4FMX?K#DPnifyE&{``Aty; z?9S5h0_r%OTfyyJc835lfHo7FHw(eg4lS`AWF87(gjf$yVEfUZj2IPhM>-cNAptlY0sap%w@S}ULZWk)+dHFGQrO6 z+iaCa8zU_I%gS*0*)UvyXV8Oqvke_Nhfa~w6^Aoc6IXGz{4 z$rF8W-MKa2TD<+eH@S56zLS@ru0?sND7rSuYg}d&jD=sp(FSHXv+8mKDlcD!_4>Sb za{qSiA|mi-xb8>}xgqI{Ku)F6b&Ii=6R8+}e}oIUjuz>8dW!mzH7KmLlpqE!F9T~|n&+*0>i56sbn7Zu?l#gly=EMaO{>~dKs$0H zHuVEioeWeMqGb%~Ue&u^)Wp`P{J}C~d2^cM44_(nsVV+4%1NO^So^)QyaECNQ^X_U zPL@hAsj&ZKir?qpPU30kY-&R*9#`$b{NU(hiB#DA@{R6xXt=fSu`xsnw4^?!1fxkb zl%*MH#nLgi?Zg%4uvLeW@6f8ScI|@23OEiF69c5$^jdU z#1R#7LxjL7Y%p6uUP4ME7_HE3@mpafn{2zRS5Ohm1;Wn;%XwWick9#}QPKb-P}D<4 z!@6K;&cO6QD`^Tvkq&S(0b-vuj?33f`j-(!rdzn4xyo> z!yr(D8U{GDL97MZ5_b(LXGqL!PNzfz$tvcqmy;AkwH(D#m1EA~P_A%R;HCmfASlIh zrc-C7S+>sM<`dVIH&t4IcYviphWPiV zZL!@%qVkOe6;1XPwBspigK!U-_gw{Uc4fPXAzE|)>&2D32gxx>2qJU`=_e6A*-}^t zuHNw1TkHV-(zVQy*xqd$XFuj!kHG<3@IY3D%PyuSM7M?c53Ug8JISV|?y!{n z&T_3w4R#EXqBNZbbG*eEgi{K`(b_*!+3>wA193;I%J~JS0P^a#dV2m1ej$KIGgO-T zusn5NKX1S()k@&wI2Pt+E;E%$XiDznq~d|rR4@NiP$gd7-`hg?pPF{0oY$y-RB+dl zyB}j+fa~P&rtjo~3rCj>R6ze8H3ymX6|aC+D-(Yb&})YZ?s0%JP_S_QZQ;d2vjHYMCWyzB?Mr;@8^U8gxDo5#+L$f`YIWX;T zMiQ#L0FoJip`ZrzY9+yvW<@$Z0~9zn9d$pzfj{=jkuimKYeA4`6Hun0>*+w;GCDXr zoU+@Ay~e_KmAR%jU7?>BeI_mEA4%Tz8>HP@*f)W~mkiT~PV+`8iCKYc{jdA?mD~x}4 z2?bgzPbmNeB|;K{rlAD_)IUZU6K~q+!C|>dQR$R@=RE3?*=Qp|QZAA62 zl@?I%-AVeLUx}d}XmboA7&JPo{q4X~@sx3`Q3uB(Cnw1y%3FEh^bkYS-y^FVqnrUC zBE|sZF6hBNO%uzGj;ip!FwWz?6lPaZj-Z8UKUY^mMlzOgl$MT^4DXOD5$NN{+e+^CfUVg+ zU2jc9Ls0cSS4FX(D%Uv;C`&9z!-f?E&H-~UglmZbrl*56Fh$2>-c+HG%h%MaCnxT9 zw6qlS-{uNV1Fb0Zn$xqp7`C+`av)d-OBJAo#crIS+i+N|(b_Xqx^7TqEC8e)_{EZH z(2C2TBjJGW?sd)(f+>SyRH@Di`jm9_D#yCTLynDA&;V?JsC)6%0**T!U5%NQg%Sar z5tlUl&G68%(}`bplv(i_4E@cFG6oim4iU|fFMI?g$XP748b*yq`0{#HnLx*yl@K`FTa|4qyOsYK{>jhSwI>Hah^WA{m{aZAj zVSUB#E|npV1RU9l%`6KlFSyR$kO~zhUSf!DcAl<8^<`-) z;-eB3a)-(aH(bQ!#uz^AEx6;ktf=mU?RE+Dhxr?P%$J&wN>;={3gx`o}e;)B< zbXeDM?Lni@_sMtUYrULqHORN(Byj^OK{ z7CajHVukk|Tdv)^6Q>$SMT}Ig3=Mv~gX$(O zC@e5VsD`0L)_@X=jslCHxSK=Y)*B$CWL>ALHMUC}xnR$zl}rV|9CQmrKMuw+MTt#5 z3D{bUv&5wDp!(yaiwQ&~`Hnm&k=jv^A`%u;jztVKIvPxE@0mC($?{C|D&DLL@UPOszS9*Os)TvU_r@N?O+U zPsh?^D6FAn?Wr1urg$M_$q3*G9<=5Nn;HW+1}L||m`_|sl~!(X>PhMjXm2=NmELJh z-#a1G4a>RVk0z0+rNFs?A9lI?B z1bjXy8^zbW9k`qYJn(#K{U%pF91R60M&~4A=@e;a}KHqgCG2`=#3C6h1ImtF%A)e zY{Gn7@v+mNVWURQ5jiU4SKQFO%_6;}56og!_}Nhb(Sp-BqtG*{_sS&e*{g|xNXO5n zI#@-Rk!rd}Q9;dDX12o4BsL;?Db%O^o9)(Dn&pJnC&h*dAPJp_HbFrxHLb@4pm=#D zH%kRjgDjb8(xXGOCCc7`&*_nJMEMbvbnGQ}AquzOouZdl87~)CXkY2ED1Z_a~flh;3c2*N!`BT9o$>i^Wy`WhH$`k23!}Vmj$VNh^YK(fR(}Mh3Ro@0s9ah z6PXibB%(Rq;t)&au^*liZGo-7n#5VrU~zXXRfUgJzS7>i>*uGnH#he0k_unECMENK zUfKt&j70ulfM3-7&y-*M?sTos$Ho z7Y+}KGS!{@TWp@8bE3RDEtGwoQ=cvw7$aXK@!=#6zlMz%wjp!2gmcoSw+5Z1(pMvg z?bo%JYLM)h6K(Q!>>Aj%31z^kk>Qfct34x4s!XLt_VWp1%2u7l#Z6iaR&a!~FD>2M zZE}dKh|fh$S*ZAV!)wl1R0D>)ikl@isK$~VSr(j?X3%$lPHJsN@P|p#r@e5&R%jL? z#DP=%hH$#TH6qf*CZUPcKG)l|t;wPS#uBbyTp9&bDwbiqfEMAi@jS!Jmg{je;=5&a z0RxAOI`*OZ*yZ99>=Pwr24O!#NsUHS=E$p)Ep&(k2O64mIGY=N6e#&u>b2FuyShLJ z#0@y9uBRdFjO}Sa9^3Qj7(Zy-0(6DGaad?~!V#sapW;DDYj@Q~TTV?y9XM?y%%M@Y z>73s4rKLa7rs0|pq8dkM*mi`8O^@U8E>)`MTvs>exe7ghBin2hj)xu zaHP#ulE(||*?@zH9UQX+1wivs$5@nfdO-yLIup$ zwnf%KTPD`b*5OWwTiwM)7j#o^gx>(5k#Jab?QGnrMsQ)DJd>i!{m*&HJm3FHoBiKbZP#TLu>e_MswZ2wbwmKC z(d*&j?X#vtld&$ue?v`u;uN|cJS3Q4yD_vU7 zRm`M5^k>>xl!ANM(C@+5jb3}3VX#yHQi;#!GQl0ms~4R8|7}`3KKrV%f$cphl_- zMDCzj1vLPlCdIcCq&=L7?1!}eP$UU9JAF!s0(u8aSx}6*@ya{-Of`IyPzk%cnq$Qu z-LQ)n!9++aq4fuGuyQsk@KVra2OqEJItHzoP?2Df^m%~s%A^M~5W5&TET4*Qh#Xp# zgvdD`Lug-+;L~(^TGsqwn-Chm=Q>9ylc11jV}ueuZ$0Ph?CFTEF)6SYpf{y^gLn%1 zX4GM?B<=%*7&t0TjLO5dhYtiBG2$N{Iu5S<1OUYb%SLyA{E3!^&XYrrg-u6E_sj0z zpjr(u6}i=%lR8N>^6^~IF;g-VLU{Dh(>?zX)}0m0jtH`oEfO$5ddrZDYrjfPRb=8a z<(H_;1$s;M$wnEa6nJ((wBF>r%&Tq z1I41sL0L!3RSKOY`{5$ShQ%`ie;)a)7a9SSSr9#fXcg$MUkG3hf&eA;G|}^14YT-$ zKfaj{OMBd{b7GB5GHPIxf%;?rZY(IdSR3uKyxg8Puvpws%5ok9 z@Yq6PN63_{>XV;I=NZwo!Rxz@oef>G8t`&~?bFwxb@DZ$VyS9@^lf&wxa?bFXf4zb z6A}$sVScg>5Fa2cbox{EPexd%Ctb6A)hlpw5FVicnxYS-duI0tE2V)y1qeiG2wQ^P z+a)|`LWUB|X_;J?`5Ry!twB022sBD|ZXbPiyv<#496B;QM`$oC+p2)DeK`fXBpVlF zO3F|X+8nS4*hX5T(xpf*A?;>6`taMVdLi0m!=NP(q;!#L8L55PI{`1)G^fC~f^9EG zp?Nm|n@ba)ZU{iF4UhP(7qEj!~ z>h87Co~?f2Mt4u@<6A$D!WD2PekGOx1Xb>(*X_x694y=;Q@xCER4Lj9VXp_mdHJa2 z%Y(v3R?cV#8-1MAcBkdSL71AJMj$!WDZ&ppa?U4uDv5~i-9y`Y_5Lc;o$+pafGX2( zK6|b4{*nld(Oe^4nLRkZtH>A16~FrB-MahJ*(&LkN2#?f*lnOtgnVqpUTmXW66~NB z%WusVwz^ow>OQ+@0+QoX@<&9fOx+Q!WK6?@s>LREiuGlaDG>Dr>2hvagJ3-lL`m9& z5>rHuTt_kJb7|^?8l2%duCI~MkyjSiSu9!LZqg7rYr}3w_+&z>hRmYCU=&tIBrruO zdTmO2yhglP3GGeEiH)2^A1aHucaz4G$yk1~OK}fh5~3?W_DS8|P*Dd_-OJl+3==>E z=*JyfcP^X`F$pF>(S8My%I-`m^9`;=(`96I7Y=BrGw*a`!6GJO`RB2G7Fa+&Y)I>DHz7t zoQb|*;x!zHd}n>7J3Zf}F-n`>guS;vNjnTOsW+n- z#AJ`~hR7-*m(N7Ljfe-ZBLk%w$4+762}hC$6ie9DzW89iRvAl_or(KeR9>U3i91_& z&>7(`$q4#q(OM&kt-u5(A38CHMRJLZ{iHadM4(KB{l*BFL@!yhw<3Hnvg)@B9u1#E zA#Kr2f^~+6bFt-;cc)F!Q32?uN+#|*(Z+qkfNWQuW{VAnbWkm7;|Z;%<6SI+l?Dr~ z2&4oT0ip(ucmQ@B#yLn5HJ!+*9*WWs>mNhOI7ZP-!=rH^qvL}5M9M6R9Maa1)^qES zk8yWUsAC5c=e0>J0nmQ~NueqMiWKVCBSg;_N8B-4Kq=@|g2;^@uFGs{U_k~N^%raw zB!r=DrAy=+q8X>m#JY|dowz5EL&7}-6^V@?U~OP-2bG=U&dFk;4dN3*VJHLuX87QO zHzd*%rhO>6JMD?w&Lf>KCA3(uT-e4i;R4!w3OamzXPzTtFAjZ$0uYpsQ=Xjy>?L+; zw?S6uS(EYpNFON5h$i#!vt{1t>nj%0H0LO|+g#lE5BgwQBaVkrHsx3$V|$AVhxk+;2!5x^2$!NR zgHJILMSFTt0Du#w41Wzd#>P$9Q(PWWez+BJyE$+JAJ6yq{HD>6@zM$sni<#!(dxJ9 z9|)C4odga>05xiPP*_)!L9^MXBLWFnk31V}IL3;)1RV*ziBOVgWGC}pMRt8JIq6fg zap;gFOpg)kOJc&4LicB?J0FUZ7y_k%2uB2t$n!9BQg^fpzw!OVo>M4_Fsh_U(8-hA zjsJ=>o>EtsvPdkUWz5a?1plHauIhI9(6pMLDI%^M5rD<4xnqkQ-Z907`B^8b%oM2SdKIc zF-}GD6YI}BxN5Fn(tvEg>^E0eSTWk&+hCkB=;~_U^1n=p8Ps^g)@VMd-l^Sa$%I8^ zih$bmZ~6M$uhJt@dDOVR;Vw~jseJAx9%rt7K*U!HnzY0-3O@yjfky@N7WB=qqWJtq zS&(}Mps%8?!G(y5LTDptw5&=?B&F5{90$Jgg^|2-NE7L<4xP3FPtgY&K^$z8Z9Y!T zZG%$&YBv5V+FlAby1A*wptGqmUkwDEmy>3{$3%lTnV_hl(1+x-c>Y)%`>P~b=a9@s zNyY0%IePvqe{TZOt#a3E>CnY6aG{-IQNL!ie2Co8DKG zZUVVmRhmc26ClBUBE_5KTv?YC3qe{tS!W@#LvdfsSR7<4`DBclBaoY+j1)D@P_|Sc z8L5d;VonboEE=^4_mQl+@TM$6PK=r^CQK@Ge<&kx+1fP9jzcCpowA=`DN0}aKju5% zAj#2VzMwNEM*>eK8Y()D9RHsq0X2jal;~qI1!b(VM))QO;qMMBN-|`wsf@-U$nfa{ z+X#<2JQ!zl*jPG-6{tvmAH^3=r+oZ!R-BeZR#bpg47Rk5>(gW?!aKeGH|mpbw;&4H z0*Zm+G*Be2Dm)CeonOxJyoQFg@(`!*`hzAx?um!$PA_-jc$+vK@hUy)vvJ`2HBFWoa2?sCYrXQdOBjj z8r4fHlnxd7f*7z3)|Wtm{dMFGP&Ko?s7Di95%4J1ewsP);-|hlF`cF(k}5+Ih=!u( zx?^$P4R5^R>~fN#Q7^G2A+h&dvaJA7po?Y#b`Kp5Z4!fm21b5pKp=#2P?V5LooGjn zx0R-*(Q(SlNNL%?1Zr{$s|o5TG9`dXof`BH(FQGc4?xq>x0(!bo zu_UAcVIm;VLx(7gP-t`AscI+(5mmb*mS(=njf0oG47!{I6YxEz`5ad5O)5tXBYS#* zw1JFmmJ}4^0RGjgHz%=7__u|K*+n1?V~Y06ty%Tp-w``rk&tCW)IZ`n0%8zZ0l>qq z79P=?5n~c5ttMXo7E>^Yw_Hs^ z@!eAOrx?ICT15-3{c4h7pQ$hZk?;J4yk0SL3n@jImsod_?Gu_cdudIxVV5B)q3*zf z#M2?NTq+S$L8mI_H{rvglZBA7^O-ku)XcC5LQH!+3K@%gI*3)xCyUG@mIW*{8zfV5 zvzT$S+`r!F#}N|QqpgtAZEVCl_<*T6DRxCkTZ55N-x4{B{hAaaH0oB?_AT1DZlMS5 zng}MEM^c@IW8YF|U%Nlo?!XTj49gXM`bH= z{$_K8D6<7#KpKWHoJ^6oVQ>`o%T>(aLlI&CvMQYP?BW^~!@g79kvWG%B>1)S4sl7t zaC$JIaW6a1QZqVbVHZ^f1{Fz4C!s)g5b%cngY!71O-DZfJ1vY6^gJYM5V{KrE;JZO z5?Dd_iu~v<=|T(w^wPU1b0V#Xr;8d8lu;9aSOBKbc0e~c8ZbAFnF>Hq$jp(BVGo09 zn9fP|pj0Xn^5umfU_V4DN`_6e9W2EX7dRnbkq0A~*~UGIk7Z9|6Llb##Tt}>f}Wf# zI&*y6w!Su_WlTaDaUL~_Il}ctun#0D0Sa{HWlo25-?(&~O(ght)YNV=3!^=|fraqm z$#Jl^B&QA_3IKv5ASo(cy{)M1F}`Xt0S6@*Wef?W=#Xtu2C})rWZMutpismkpE$+T z!)Aki6Qgh}8-)zf$99ffL>fY~V1^}bwy>i^~ zuoyS;@Rw0%1_5+6>oZG`l}wSZ2$P_wB*pj*H`sM&P)}VGSYs9*Nd+`n0NQ|g`RtVu zD5^e6Z?9>70rm8GEtAGhD8!=Up~XZS(sHnD1GJZysg}7ux_QiT5ouUciKOCj^U_^c}xti7^ zLDqdb<|Ixz72E+@B3I-j<7{R8TM;&NXNYsSYv@9Nhc;B1g!3>NNa5+*rWjDes0D>g z9&h)uU;K|PeIlw>U5+4F9V~L3KOoo0%h`0<@MS{O=P4r4kjbh!jIRBA>8(I3zohX2tWc;Atm0n92&M76g?mGevkJ!c6o*klZ2>Ikbj( z1!NYNoNPDN91p1;2B&OipyRFAlz0+E)Y=0l6LtZ%aSSSEG@(J^P$9X)U0j>Q3W#l% z^~LN3^uHi0>}Ze>J8)<0-CP>t7Fa6@;0;G1ol-F$C@3rs9qaDS00b9m#}Wxe;?--` zHsWBJax@^x4NWyNRsogD1Z0Ao3wLtBm-G_@(w{vat||lb5Q)l~W*6Yf7{M7xLp_DF zzQ%@3*;%%d`^V;9XPWAmEEvi$r}jLFc%m$B(mY=xRmj`iVV?468jmaneu5*iBMQR8 zaIi1rXrI_1CDK_Lip&0EC+BHSjY9P(5vX1u_Z?^Ghib-rE8^QHwv341MNCfUA%QKq z&Yr-fuqqdj9zY>FwT%=ZIc5+z0rn~k&wRlmu*lOz@Q%>PDO-TEU^*)gPrCKNT-Y|) zPQ^0B80vr_S!8%{`FLp#C|F)pP1Hb3+H=f!od0FXS0j#z#ArkvwLjMzI1^4B6R1KY5z=&yj>s}dvn4~SO!2iQtJs%7pXqvIj0dF1gI*ykz;;nwFL>Bh z+7TEFWJi3kX}G*rGJhT?5lS1yS6f0CoGV$2!C5r9B;iC+JP&NC+8GG}unDYNB9 z+PfF_uP4@ufkG}>OyenDNWK-C4sw38I|Bc(r&i_fM|D;&W)ov{_7%9nXprcod9wKxI@_FoA-1!@Y^| zL^`^P6wb$_$(>^%a(qwzb-(I|cfS&E|2caehlXcW@JZwaWY&>Ik%oyOF433?CKZJ( z;K~TU=UcL+Iz!rRmH9?UJ#}K;0L(Z=QS8#OaCEtth=Ci;NVx&>BoyfIC&jK5(0R7Texas(`Y+| zH)r2$dd`vRFEWq_Z3#FM0LV`zG0F`CAij>+g>!#S2<=S~QSu-|3p9 zs?qxeT?50UlC;70hvgSS8W@^zURbrD-y!w@jOjONL5?1Gj{nVl^XnJ{|kgFd>vips7ZQfQQVM?L{$NniV3$K8Ic2eJ4(LdlLnf zt;g1d#K$4J=B7AAr`D`IIXYMz(!+5=A$eq)iD3TQW=Td8lfcPD;^Zh7HAV#;qcdS< zM8UHQrCG7|M@;IiIEPS3%(|M$jl(hSZ!scchG|D8FryX`7dHq%f^Wu&h#CQw!=4_g&NZgP_%Z-j zU|Kuf<=1cBThNgNGS@V47h@jASO%ob0_g_6zTgJ={GG;XaE(k?Y2y;?*y5}LvL>tI zkTzH(_y`aRWe4;)O*%J*WJ!r8*O^q9;lW9g(RF8d0$A_tEP`!xh|DV?yNkv=isyS- z-UBM3E2et_+hZo2+VnKj;8dhZqn$>a4f%wvmr{tez;TSQ4jVy7OaVwJ1u6$L*1OE&F&8XiIYbdg*HO&-{_*(?z)}$6VoX-7E-d8^ z#jwv98ZkAFk!jFi4Sxf2#Ii>XA{^>m^F*5LY#Cm_uT zCz!B+(~6m0x4ok)a4#g#$JWf^+@`QpJ0iX~!7VvQzd#S|T1x{juzsbvyD3fHcBN(E zT_B@T+%G0PW6Uv6oHzazF)To75F=zZG9G{k584nKBqKes6y2O^B3=N+2NUrehJ-ps zFyldTLIdj%d4@QmleVleA^j!po5GX1umwIh6wRr z-?JuvnGPs?0OkhJLmc5%^EIZB@Ga1ml{J%O8oP#ZA?)P5_obEQD@&r9vw@u*7vU;h z-vT%Z?fahmdpv3h<~8#-5!E7)C3(yV8lgPZG22rhnG_Y63DopTWZ#kKu*+F;t7^nE zy)N}%Xxkhg_u*c=y_lNwr2ymOw0pQpx0EB<-V3#)jTb%mow&ja=OgtpjRSiu}N5Y$am3$ zFoxP1GJCCq=erO@~aY@U!&I-~EIX|DqD%|@BEM0D(U z_$g>jSe%!`{FG=5lnp^VGC{(-9W%LMVz?|PLHas-Xf}Jxi_yf)axi zCa|x*mYfbnhzOyMGjx4~rE2zgiH6#5xBZl0H$qy7tU>!mBCKS$hwycRbs!sxl876= zf<%Q_THDuXj*_re6JyTf)1f^Ta|3chc3kpTfK5^A&j+HUveoS7k)yKBFX^v^f5@LZ z@iim`t~HA$0|KIxbQBE$dn5OhY@QH53HLal^QW~LE3-IUrM$-h@uqwK%8qEs>HV<);LCG>}cuM>tRgr7X`7eU!7Q=fm zLl*&bEmDE6US9eqQg6=~rPap&P9hBGOQFjJvl|IR+UbM;19w%{B@RoLhGV};l%P%H z$S@DW^ZTm9AP-~Y74&aP~irI zrZ! zj{OqLC@D!CprN-?{bNn5CRQ&_wxv=G*`Qix3?za|7&%VSI$RJoFMz$|@J4vBELLSG zF%fwX6MV`bH>V2xg8&N^kR};3P*hZERa>+6mo*xeWD&W)$NXoXv8Bjtf%S+21X2|g zKz(Yi-inGN3`;RrtwWYMy<@~+KRO_)FdXA_^5}`i{0^tpBIpJZY+HeNLG0!nM4~f#2ETU&B4q@ElU;kF@6}#ZX#@q)FV0o{0_Qv+|!r~vRr1-KG+`PaMB#F z3vF-i@~L8chnBa?-dBSyV%%bi0(p8#bsdFZczB~TH^8Gvpt21>dEgmZ$q}8qKntOF zN$kQd0V0iPhpTI&g53zpsYv>!U*Z}-tI~n69I1J*Gt;;{7z#@1%yA~xun@GMSq<=~ET}M`Z^+{j z8cOjc z{7;Q8+GhkCN?M}#=_t79ID29#$uG3XS~II8@`8jT4mJKpKIR_${&wX(?UQt%vro;HWfYpZ*eD0pzz5b2E4%lL23Z7MT<#tkaQZLP7(ti4+3l zMj&{AifdV3p;<$Ju;Pxj#cOx>udXx8KF!j%br$0&I60Vp}_tBj3_aGhr?P6!z;1bW}dFRpkKZNzjgw74Ju zFyVS%3%|zI^NuZzXOgyc?@N1ESHC{Fq+C0VHoo~=&UXXnb$dx_Ksqykihqx(oA#X9 z!@usE?et(({PrtpbgH)2!d?OZTfHNEN%i1znf5|w-)*Zp-rT$O2er}5HI(}|dQMyF z+y2!*yY5{UbbqvVv?5R~`%n7I$d$; zCEX#2K@C4w|C#sa<6kNUhtl#yF)VL!%Qc0-sae<)3HVfsoTKLc7p~uw=dz=8ze|{h zCmoDqCbOr5=(6nIzqGqhsUum7u!IH*J$9kHnGCJyjP~RKE!E6g$NL~T z;74*h1V3M#?^go$BZn?TLmZ&Zu_^;@&mz3b&2pDAos^y1fF-g+(R)kzPB3si~%LS1lWe&W|*8 zNb9o^kiyv!Jc3!^1dSGJmsX0@R=j)$nZF-EcQl|A6W?O>SEj_Gdeg z*J{44$hv(?;j=a*{7`^V^a3Og*(_v4-TpVnlaWpd?_+eJyhe^UdONHDEL#g4h^=Cuap`c-m)-KLjXF9PhM0lY$TxY8R zkR^&UwXxIpmwS#Qb3RQL^cn@X4ejxN_Exdu!L+Dba1E5RwOolYw#4^i4u; zEdQz%{LdV|h(LYPF2I9v;Zz4YYBtUt$Vv~JRHa|4|b@rbj5<#K=Cp{XSM3+7Bz zYbXN9KB9Npy~L2Vl(@s1Kcq|>0g2rpy4>9%k;zrjaG{rb0z!QW837r7H%Lktyh%|4T ziM>e))dJ-TfdP7h4AZ7PMIgqt5pl~f{C>MEq0@|^m0cIZrgf8<7L*taIJcysV1KZ1 zYCB?(K#}8k#tn(<4*!>vv?4U=K~NDz5Oo_LiKdXdB2EWBUOt0T@^mdJTQL-kY%HVwyYp;ThyL#=)$WfHeG?0uVJsqv7 zmx3J2+Rd7x9XgOeKM1WPfp4TtBSz6Lcfg_8?9_My;|pmHjX;}KnuDXsvw!O9$96US znsuMLDlWySNP_%%%q*T^`l+rgx>;SXT}gE|uW1a_v#l5ZZ)xqZW;M87j z5FAul3-9EmRAai$ew&mNWojlU3rht~RAbWuRzc82Xd4g*JZ=@wH>N@3%gEO`NNmB> zSj;|Ayww-$um68nroU6}SNZ9_YD3l%h|QQO7r&mCbKjLlpE=zQ6A3lsN9;vt)~S^V z2}P^!>roA0j^qs#g91@3305TM8{CQ7M+J+ui9QzQQ4OPgSAAU%WEIPXN1~<#UhS4z zVds@M^V+Pfyb^L7R=_NbQ!l!3Gg^SRU`E48m8Ii0J)W>6IJVJ%vfbl|_2Eew6t0|Z z(q6DsN@g%>2be01h5AjWGlxzLbF4y?1r78@G6R* z*YE{oRVB)SqkWZi33A2vm8!10Ui+d7{hf5Tdr00zZ5g(KJa%zQhG1eH5G`$E=iOvFp zQ>o0$>ST)zrED+OufMurB&wCiSJQj~$0`%b!jOB%ld7S_GK;5MPV%a&F^G^0)L<$T zcU#O5o)t2)wjp|vDBKLo>jv}C$$aA;n)obbvV{>bnZprBlL*|=mdT~pyrMC~b%-5? z)IICOp_9^fL3bzB!bBMa>_q7fiy_|*%iA_sD12f{vOO6~B#a5{GaO))uz@8CQsS;I zAK1_m;BKr^_^+G>p#^jLINXu{ke(VvJ7wNuA{^6fX>wq%um=l}KDX}c*6R}t1VqJC zdeLLi!hjsH2|BKt4k2WfgY9tt+vtG2*S5mlH!(Qbi|ulFlL{o(rqSXmT_}@+9rJBC zF0=xo)MhuHG0tIz8!s@9jdG0JAWbDsSW>O%#gQ!Y&?Z{LWO9+_WmN>Y5iCvanL8p> z8%{OzbmsP&9+S&Ptz~QWH{M9Ef3<15rrJz;-vagLp0cDx0RXXJG3y&&9b7qHG_=1= zvl3o8cQJ}buTur_;D}+JsM&?K1kzXN-FZZ417oC-3`%1!UhkP-xeNXZ+8ik>Py{jc zL;Ef{OD>NDC?dadzX6`xXr}(WV&_o2;Wj2sqSN@v4uJsREXaCE<%9~&VhS-vK=_a? z87D0BT^dFp#y5^gYgWkMLZ_32w-;V*jx&1(A=N-#az+_2>UPdt*H|wIfF?kWJxs*&GtYr)gnVLAMFAImKL%>JST8MBJQ7nX zDNN8>=(th+2Fs&F8KLtcZfF~GjuA1udXcgC6AY+(4ND5SAV5;FHXt+mQEZHZ- zg^7VoD{`-US&2-H`UWd5E}hV@MMj5F#qBKuLjn%!dd?AsDwf%Cg#FFdy0a2-g>b2Y zkHZ-tla_IaLpsX{>tTNc&@oI`%RQZmEvY)>8DpAFZc=wr^wZNLwj%l%_9u->3KbTD z;qgLcKeS(A+bswI>WHjE@<~Y|`hS0ZfB}$bbupRPGs*fQM-S)&xec%|z7qlEi$_RM zQY4Fly6|l9cnM4xgyo<8%twFXpMB(Sz4#BlxUoGtfBu9C|{k@%^eQLPVdunIz)y?gVAN=3$#_;^cr7Ii5-srvm=KQnIK7an1 zk3W6>^7h_^;m3!Uw>O6yU;X;IU;NDnFTwBrGQawz&;RyQ8!MFLzb3gf0|KTGK{%7m?bN}T1fBhkE z+T%5PTmSXBzw^$^f07q}@1=U@hrV|1Gw*rnzi}r%_=?{I_}b$-d1$J$LR0 z_x;%q_jR8A;5X;pMY8qyMe^*U7ReJ_j^{q;<@m&hyByE`crV9;HUE%>^v)yt_^0Ff z4|+M+i9gK4{``;kay)VieS)Xs6OXzaKf%)f8S!W9-No{(*du>v?VtVF7CYGwf1T&w^L75(k3IhDeDcG5oyV{JPd;Sre~`=Z!Uw$^FMPPm z@xqVya=h>%FUO}o;N^Jk=?`}~KK0|h9H07-m*dlqxE$6`zIU-a_uP9f$6x!gUpx2I zW6F$AKXqxNH@qrs4mKWIX^6M{yW-E;cJtgr4x_Uld;I$R^asBKue|#y{`+%3|Cn#| z%+rs%gg^X!9&(zTeV<=H_w?i6@B?4N=imDjKe%o0e6(+z`=!Uf=LhZr&MxAAd+wh; z{`KG62AsXX6WoPI)~{!m_uWJ6`S*E{-?<`Ba2KBW;7{`Nk9?A!;4b_Kz1Z1Be1g01 z%tLmQvln=RyYR@m`(bzC!>)yAKlokv#D`rAKSHs8b`hW8E$VXev83p~N2{K($qVOQiKkMh}%J;9^=i67xEJmgV6 zd(S6$lz)VV=dkq9$&A&(|5k_D?Gt{cx2~!_GQnm$wQvzvmbkc`|!Bd^X$dW-t!?(^VyF* z!F_n5-t&F0;uGA5Pe0h&-}ew)+D!1v(+7W>Zb{=&JRc@K^t$UDd@LF4?;<+sj0+1VF($isW~W500jzkJW@|Hj^x z&Eepw&y25pes6F4VQ(Q$pO0)k><<6ncg071_R{%hE}nm8^2}2&ZeAFC<~`5Ke-z*F zomcwYx#!>SQ#|yQ&Yyqo=^wr?KX@%j%m4Vdx1N3fuk~B|qm2z^<75BXxu1sb`#TRl zgZP~nf8wJ*{o+45_n%+f+xhs;=EeTrVDIwq#lL^th Z{>k6?S09Iw+~{xaZ0rs%Y=874|36^*B~btX literal 0 HcmV?d00001 diff --git a/onnxruntime/test/testdata/transform/qdq_with_multi_consumer_dq_nodes.fixed.txt b/onnxruntime/test/testdata/transform/qdq_with_multi_consumer_dq_nodes.fixed.txt new file mode 100644 index 0000000000..ec0e17dda0 --- /dev/null +++ b/onnxruntime/test/testdata/transform/qdq_with_multi_consumer_dq_nodes.fixed.txt @@ -0,0 +1,6 @@ +Model was created by running + +python -m onnxruntime.tools.qdq_helpers.optimize_qdq_model \onnxruntime\test\testdata\qdq_with_multi_consumer_dq_nodes.onnx \onnxruntime\test\testdata\transform +qdq_with_multi_consumer_dq_nodes.fixed.onnx + +This results in a model that has duplicated DequantizeLinear (DQ) nodes so that each QDQ node group has no shared nodes. The CommonSubexpressionElimination optimizer could potentially combine these duplicated DQ nodes, which would break the QDQ handling. Due to this we ignore DQ nodes in that optimizer. \ No newline at end of file