From 90874abbfeaeea7e0f4d2f74ecbbdffa4001d4d9 Mon Sep 17 00:00:00 2001 From: Mukesh Garg Date: Mon, 27 Apr 2026 15:12:38 -0700 Subject: [PATCH] ADR-0023 D9: blocking credit-emit with full-path latency PE_IPCQ._handle_recv now yields-from _delayed_credit_send instead of spawning it as a fork, so the receiver's pe_exec_ns includes the credit-return cost. _credit_latency_ns switches from compute_drain_ns(path, 16) to compute_path_latency_ns(path, 16) and fixes a latent find_path bug where the destination lacked the ".pe_dma" suffix (silently returned 0 ns under the bare except). Net effect on h3/h4 inter-cube pe-to-pe latency: IPCQ >= raw DMA at every size, matching real-HW posted-write semantics. tl.send remains fire-and-forget. ADR-0023 D9 amended; new diagnostic test tests/test_pe_to_pe_diagnostic.py captures per-PE pe_exec_ns, paths, drain, and meta-arrival timing. Co-Authored-By: Claude Opus 4.7 (1M context) --- docs/adr/ADR-0023-ipcq-pe-collective.en.md | 33 +- docs/adr/ADR-0023-ipcq-pe-collective.md | 36 +- src/kernbench/components/builtin/pe_ipcq.py | 25 +- .../h1_intra_horizontal.png | Bin 0 -> 49344 bytes .../pe2pe_latency_plots/h2_intra_vertical.png | Bin 0 -> 49178 bytes .../h3_inter_cube_horizontal.png | Bin 0 -> 51728 bytes .../h4_inter_cube_vertical.png | Bin 0 -> 51329 bytes tests/pe2pe_latency_plots/h5_inter_sip.png | Bin 0 -> 44730 bytes tests/pe2pe_latency_plots/overview.png | Bin 0 -> 132398 bytes tests/pe2pe_latency_plots/summary.csv | 91 +++ tests/test_pe_to_pe_diagnostic.py | 741 ++++++++++++++++++ 11 files changed, 901 insertions(+), 25 deletions(-) create mode 100644 tests/pe2pe_latency_plots/h1_intra_horizontal.png create mode 100644 tests/pe2pe_latency_plots/h2_intra_vertical.png create mode 100644 tests/pe2pe_latency_plots/h3_inter_cube_horizontal.png create mode 100644 tests/pe2pe_latency_plots/h4_inter_cube_vertical.png create mode 100644 tests/pe2pe_latency_plots/h5_inter_sip.png create mode 100644 tests/pe2pe_latency_plots/overview.png create mode 100644 tests/pe2pe_latency_plots/summary.csv create mode 100644 tests/test_pe_to_pe_diagnostic.py diff --git a/docs/adr/ADR-0023-ipcq-pe-collective.en.md b/docs/adr/ADR-0023-ipcq-pe-collective.en.md index 8c79f07..81ad662 100644 --- a/docs/adr/ADR-0023-ipcq-pe-collective.en.md +++ b/docs/adr/ADR-0023-ipcq-pe-collective.en.md @@ -372,24 +372,41 @@ When the receiver frees a slot, the sender must learn about it travel through general vc_comm fabric — it uses a **separate fast path**, an abstraction of the NVLink / UCIe credit-return wire. -**Latency** is computed from the **bottleneck BW on the path**, not a -magic constant: +**Latency** is computed from the **full path latency** (per-node +overhead + edge propagation + drain), not a magic constant: ``` credit_size_bytes = 16 (ccl.yaml: ipcq_credit_size_bytes) -path = router.find_path(self_pe, peer_pe) -latency = compute_drain_ns(path, credit_size_bytes) - = credit_size_bytes / bottleneck_bw_on_path +path = router.find_path(self_pe, peer_pe.pe_dma) +latency = compute_path_latency_ns(path, credit_size_bytes) + = sum(edge.distance_mm * ns_per_mm) + + sum(node_overhead_ns[n] for n in path) + + credit_size_bytes / bottleneck_bw_on_path ``` +The router auto-appends `.pe_dma` to the source only, so the +destination MUST be spelled with the explicit `.pe_dma` suffix or +`find_path` raises and the credit silently teleports at zero cost +(latent bug fixed alongside this update). + +`tl.recv` blocks on the credit-emit completion (recv yields-from +`_delayed_credit_send` rather than spawning it as a fork). This puts +the credit-return cost on the receiver's `pe_exec_ns`, modeling the +IPCQ control-plane completing the consume-acknowledgement before +recv returns to the kernel — the protocol equivalent of a non-posted +`tl.store` waiting for an HBM ack on the raw DMA path. + That gives us: - **Topology-proportional approximation**: an in-cube credit return is automatically faster than a cross-SIP credit return. -- **No magic constants**: no arbitrary `ipcq_ctrl_latency_ns`. +- **No magic constants**: every nanosecond comes from + `compute_path_latency_ns` on the same edge_map and `node_overhead_ns` + as data traffic. - **No deadlock risk**: unlike piggyback, B can issue credit even when - it has no data to send back. -- **Reuses existing utility**: `ComponentContext.compute_drain_ns`. + it has no data to send back. `peer_credit_store.put` is unbounded. +- **`IPCQ ≥ raw DMA`** for matched physical moves — the credit-emit + cost on recv balances the HBM ack-trip cost RAW pays on the sender. #### Component coupling — SimPy Store channel diff --git a/docs/adr/ADR-0023-ipcq-pe-collective.md b/docs/adr/ADR-0023-ipcq-pe-collective.md index f2afa6b..9fc9ced 100644 --- a/docs/adr/ADR-0023-ipcq-pe-collective.md +++ b/docs/adr/ADR-0023-ipcq-pe-collective.md @@ -365,23 +365,39 @@ data 경로의 piggyback 모델과 달리, credit return은 일반 vc_comm fabri 거치지 않고 **별도 fast path**로 처리한다. 이는 실제 HW의 NVLink/UCIe credit return fast path를 추상화한 것이다. -**Latency 계산**: magic constant가 아니라 **라우팅 경로의 bottleneck BW** -기준으로 산출한다. +**Latency 계산**: magic constant가 아니라 **라우팅 경로의 full path +latency** (per-node overhead + edge propagation + drain) 기준으로 +산출한다. ``` credit_size_bytes = 16 (ccl.yaml: ipcq_credit_size_bytes) -path = router.find_path(self_pe, peer_pe) -latency = compute_drain_ns(path, credit_size_bytes) - = credit_size_bytes / bottleneck_bw_on_path +path = router.find_path(self_pe, peer_pe.pe_dma) +latency = compute_path_latency_ns(path, credit_size_bytes) + = sum(edge.distance_mm * ns_per_mm) + + sum(node_overhead_ns[n] for n in path) + + credit_size_bytes / bottleneck_bw_on_path ``` +router는 source에만 `.pe_dma`를 자동 부여하므로 destination에는 반드시 +`.pe_dma` suffix를 명시해야 한다. 그렇지 않으면 `find_path`가 raise하고 +credit이 0 cost로 silently teleport되는 latent bug가 발생한다 (이번 +업데이트에서 수정됨). + +`tl.recv`는 credit-emit 완료를 yield-from으로 기다린다 (이전에는 +`env.process`로 fork). 이로써 credit-return cost가 receiver의 +`pe_exec_ns`에 반영되어, IPCQ control-plane이 consume-acknowledgement를 +완료한 뒤에야 recv가 kernel에 반환된다 — RAW DMA의 non-posted `tl.store`가 +HBM ack-trip을 기다리는 것의 protocol-level 등가물이다. + 이로써: - **토폴로지 비례 approximation**: cube 내 credit return과 cross-SIP credit이 - 자동으로 다른 latency를 가짐 (정확한 값은 아니지만 magic constant보다 의미 있음) -- **Magic constant 없음**: 별도 `ipcq_ctrl_latency_ns` 같은 임의 값 불필요 -- **Deadlock 위험 없음**: piggyback과 달리 B가 A에게 보낼 데이터가 없어도 - credit이 자동 발행됨 -- **기존 utility 재사용**: `ComponentContext.compute_drain_ns` 그대로 사용 + 자동으로 다른 latency를 가짐 +- **Magic constant 없음**: 모든 ns 값이 데이터 트래픽과 동일한 edge_map + 및 `node_overhead_ns`에서 산출되는 `compute_path_latency_ns`로부터 옴 +- **Deadlock 위험 없음**: `peer_credit_store.put`은 unbounded, B가 A에게 + 보낼 데이터가 없어도 credit이 자동 발행됨 +- **`IPCQ ≥ raw DMA`** 보장: matched physical move에 대해 credit-emit이 + RAW의 ack-trip cost와 균형을 이룸 ``` PE B: tl.recv(W) → 데이터 가져감 → my_tail++ diff --git a/src/kernbench/components/builtin/pe_ipcq.py b/src/kernbench/components/builtin/pe_ipcq.py index 5e31876..8ef75dd 100644 --- a/src/kernbench/components/builtin/pe_ipcq.py +++ b/src/kernbench/components/builtin/pe_ipcq.py @@ -338,9 +338,13 @@ class PeIpcqComponent(ComponentBase): nbytes=req.result_data.get("nbytes", 0), ) - # Fast path credit return — bottleneck BW based latency - env.process( - self._delayed_credit_send(env, direction, qp["peer_credit_store"], qp["my_tail"]) + # Credit return: recv blocks on credit-emit so the protocol cost + # (full path latency to deliver the credit metadata back to the + # sender) is reflected in the recv's pe_exec_ns. Models the IPCQ + # control-plane completing the consume-acknowledgement before + # recv returns to the kernel. + yield from self._delayed_credit_send( + env, direction, qp["peer_credit_store"], qp["my_tail"], ) if not req.done.triggered: @@ -455,7 +459,12 @@ class PeIpcqComponent(ComponentBase): yield peer_credit_store.put(meta) def _credit_latency_ns(self, direction: str) -> float: - """Compute credit fast path latency = credit_size / bottleneck_bw. + """Full path latency for the credit-return packet. + + Pays per-node overhead + edge prop + drain along the same fabric + the data took. PathRouter.find_path() auto-appends ".pe_dma" to + the source only, so the destination MUST be spelled with the + explicit ".pe_dma" suffix. Falls back to 0 when ctx/router is unavailable (unit-test mode). """ @@ -463,10 +472,12 @@ class PeIpcqComponent(ComponentBase): return 0.0 qp = self._queue_pairs[direction] peer = qp["peer"] - peer_pe_prefix = f"sip{peer.sip}.cube{peer.cube}.pe{peer.pe}" + peer_pe_dma = f"sip{peer.sip}.cube{peer.cube}.pe{peer.pe}.pe_dma" try: - path = self.ctx.router.find_path(self._pe_prefix, peer_pe_prefix) - return self.ctx.compute_drain_ns(path, self._credit_size_bytes) + path = self.ctx.router.find_path(self._pe_prefix, peer_pe_dma) + return self.ctx.compute_path_latency_ns( + path, self._credit_size_bytes, + ) except Exception: return 0.0 diff --git a/tests/pe2pe_latency_plots/h1_intra_horizontal.png b/tests/pe2pe_latency_plots/h1_intra_horizontal.png new file mode 100644 index 0000000000000000000000000000000000000000..23a4db0af4a6c617d928f53824c612d3a3ad1c05 GIT binary patch literal 49344 zcmce8WmHsc^e+mEAQ&jpAgy#rmk1&-gv8K8mvnci2&i-ojWo>AAl)EcN_R*P4bpX= zd0*fEy@j0|yffc>^aqD_bY4cZN@0OdK5F+1hZkadNQnvph9-a5vB*e@tGXp^&S1MmEuY=q zt@Yfwb*rXFExR+|iR$CWME6vu-?JQEge|VwQ-*m6+dOFYetaxxM;k3-{EVz7jrFZo zjce3J(JH>okj&k8Lv+VGH5NVR-trAzr=*Un?ty*^IYS>l|8sS=3uv8T{QLLMf;TZa z9{zJp+`6q#^Uqa!7q3b3pUaqt`2ClEKg7m?@#vrXB4GL$4FBF(+k_$a?~N`WZp8ij z#LfSI4;)?(rV^vPckkYl>YdC?I_Eh>(Nj8>=S)np-V;$%HnsA}=fT0jyqB{HJeI>d z-g|9CTP{|^S1z05X(=79v+jX8iJvF&!T6PgBKaIw?l@3+?S81CI8_+dbP5PB9I>#! zzC1Q+dVeF1*E->KsCdS&`51NG=F`=0_rZmA`}XhB9=6tO`NT;lq5ZU=i{zd_jtc#$ z3hR>&v8xXd_WH-L8YiW&0?*^^zHKq%&IdZ~%Q0@7B^__Iv?kL!WF?RM(6g5N=g8+BcM{f4t*%=XZjjw8OIp`j|DJPv+_R7gvyNl$;x z)M_L>WZ3%T^b|1_92C?FbDi;DT3S*I*$^Ibn?fR)E)Kq3OFB8dn4X?ied>im=pU_XkpJMpM1im`QWjw&T3g_zGqr))+m=<8S2 zL!^3u0QUPyY{p0tB4NjRlAkmc+?(`@KtZG+@XmFo`cZsIqzc%n}$=< zKbsSebai!6keX^)=K=BssT5mx(ZZ_VxXzb6#{7W}o67N9qXmf`a^B}h(2l1gQ`uHC zHH2fjo&`v)ZfCl&p?uA<@TjOE^EtjbFBNa!m3XsZYcd_X=37-)XB+nWOEQGv1CpUC zh1L<_;cs`65+YY^wx_Etd<81P!yo8)AC91^ZSGdX+^r)zoO)O*b1fzN(}czLNe7ek zd`@3G@4&}cTIZH9?+d?gX=#xvAz{RFqA&W9IAQ?}M;A~flvb~Yor zl9I+Q1mu~M)E`u5-=_#V<9_qK63A9aM!t%w!+ApRjPAXRy6gmlEfap`%rH0snX@l+ zeNLBA$MOEA2FbG@F4{e+1V zPmoJ5?0vpfNi5>=;`id>z$rP{3C<^rVPdMp_V)Hlt1n+I9&JtSfrB%47hCN5q73&Y z4-XG&4?;Z9-Q5D_%8$zDL>#(w`#$9~>KuOVw%||1Vff-XH4_@Ik3+k^@lEiQt2_ly?mV|A_i^aW*e}+5J!^3G;--g2a zr>1NhL!zS}=j+yMZP6}3LYGI>^`O`A4oiIxZ_$h0Ry!vrRjN+uljsd4o5fkr9q7Qu z8!GQljs_=o;{AG%G1QMQk47Bnnq{w82QtY0bdHt9c@M#Th$i+0g^%SrbNe4c<$Avx zw&7Y$l->e?+G4J|Tb8hCxh{-^JNuV+&$zmK@O~UVl_AfY{xmQBVwWwgX^)Kp`OpFd zMMd>6=qpP@LmHd9Jt=Y#kH=tZWYx4U+jq^GSQ0*doZDTlqwV135W195zn+~Ko}66p zvEVt*+Ws*k)oACXwE1kkC!em@-s?jxnz6FFdr8cv+64P&G*mPXAI8Uoe*QceQrFAt zg^*WNaF*8rl)ll8*S?k)yj*6w*yA= zH8U!@_7X|?Y?3U(!otRq1)aOcb(NIT$V9!WCXW^ZsYs_xsC<2WVQ=4t+srk1AKF+B zq=?O_yPMfOG(9({K#S34ZETUWr8_q0}r81PP>FMcfnwnlFXJlm9%+xp^9)VE1I&wt> zb5g2zX+0PQ(F$g2nq5+#oh`*@+Dlw+4dS}BV0(6i|2CJ*8)(nk|$Sy_lwaR6a z2bhcM2FEL0cXXY}F3*o`_ph!`7VnpPj~5#hcnAkH8dZxXIDo8}w>2PqAXk4BLdJ(m zN=h1bWE=3dBra@xH2*uXWzYZ=j|#r56{SWgU6vo`Ss_Av`)8f-I8w*1$o2U ztZo1dF?nws_wL=11|l6h@jS}A50$iw@4k2#;V=DKq2@Rt(jrhbHdA|ZBD_1sNx({0 zWl<(;^4ZLDOG`^_k%dSnZ{0e#5)|8WSZbECDcIyQTz%rEeldkVZV$GpGGzzICN~FC z`Q#$imD3`(3$o9ScZ%8#wkOLWQ1dBef3B^5=1kd*%}t%1(}=I>PPDOXs}5G#(07QB z>>9-{w`e=Y!&M=PNW4n;^vaN;Sb+yYC#Q5dRN7zNRY06| zJRZ~?OHiVft7(gOYQZkT^ft4C}%ThrH*_*@>UA5Kfh%tou)XOXfD zRR3`^XC=wF_;!8K;Wl$;o$%>ceiHT&ZoPpr(>ngo;?*w~$(`jFdmU7**V zj1PZR8xon*(AQdjhE(-QBhO&Pd`o74CE+=78bDXp>!oG4FhK`y(n*FAZ-oyZM(H@2AO0 z!e+vqTH%}}gU-V*Ykt9FWAmC=nvvA&NTx*z`LIf!fw6e$G2`_F)(@{=#jg`<#JhFc z&Ed~rX z#rcfib)x=j*qLr7JS)gWqPn^oh558P#W>&U4HtQiS1R?GfyBN}PvFzixnL4*E$77j zX}%GB-Tn}-xZ&OD&P!QW%To(!(WQvJ{{1AZTelW;y574?_KYhaN~Oc2pZ;mQzEqUwHz9qW)fXKMiN>(XHRZ_< zFUQ77luxFLfB&XMy7ejD2m=1y#QGOJg$hUfb^w#UBUD<#Qw7>I%7#A_j^$3W!xAOi zHLge!^bVyHia>O*hH1u$ZgWRW!S{Z0*+2_La7+j+mMV-BRW;>{s>=-STyj0BM936> z(qWeO{%OpAoV~b&KNj)nXjJD-0B+H`bsX1sK3CTAwrb%V>(g_K^=WCvhpmz@)?_kA zEdA5>h1ILkpVxHIW%)$-%BZ;a>2mA{na29|M6vcx&NrXQXPeztE%;`Sc{%FhZLJUc zf7UC{3iCN-^KB^Ku+T`0o{H#7mt&mb#CnLp0BQVmO*-HlUJgk#jI*ys*p!-;*%V;; z#`~)y`v?826u*g@iZD1v$Yju6bQ^2p=j|)YM`L&u;x+3PZml4j915iEY>7YOueSdo zkGnlNDz`!ht6O$i#$>2w!>4*oOl&F8}9$E^MRak#bmarmW_-` z2SXWAk2?p&hOpO(-J$p8+2NWw7uomTn=A{ph?nfJnAh5-sWu2EhB9u*h%Ry_z@`qL zq(6j3eK;J8r`26>%qViBwAyko36!FER4&q$7b~5M))wnbt3Yt$gsrc$qm7QO_T7hb!+|npj>%nbKd-dn&`N+Zb*;f!dFosEAxet*}7Tt;nkGZ#f9T+ zEuFmx=loHcA1`-jY&a0Z`ci0TwqA&>W{rkW1HVTxzEGRR^0+%tULEF4s0I0WBynFv z)wa`Lhs>c*mPfmg4^x2g6+^To%8#97&O3WGtsJk?NCP+Yb7#`{t%T2=xSd+xl})1g z8U|;EIHYW^E=~(j`_Dc=Ys3^2dF2amn4{FUW@^<7l9?^Hy2%bJ!Z8?ZYfSd(*Jqzw zempxl$z>|)Rb@7Mh7T(+*)ojB*KCRFHD-=7>mu`Nt!XdaHh0YQEXs#j)!Zxo)D2L< z*xhIX@&*8e4p;P;pj<{p7b#AhaHB}JN{3lF%&!6>*B1v bbB1YS!awFVUWIPHTz zg);)ndtG>q0pY{L#(D%^Sr!c3$~`O-`(8bghWoIV!hB4YfiN90NGw}hb>sm{nCoDs zjD;a<{5y95B$2YLH(-UBnsaK%CyGcwnALO2)jP zZi*SJnPlQ(BoI4jqH)ExR3-1p*XbTL(Xf0L(Lp~}c@e5pwoeX8$H|_ zQ>CocvD`nQ)9=O>D}a%y7m|^1J^cW?62-4)#4Bs-$=~3bNXQ>x9>|c>Fx9};@KL;K zU*0KZC3HF!g5%U1>teJDHtoYkn|PDkv{Njr`cx%Wj+Qfq7l z)WpQZWIZ$04f4=fBowX?og%XBRiXcskj*pMUa;6M1c)4*J)pgyos%^m{ zfUC368&Dx}g3c&`ncJAf@iNO}yGuXX+R|u;hlf*hbMN^0_}JOouZN%0owsfTyCp{y z%x{qF3DRmC-Yc<=7y?8Sz^cP1PWA`bXf32>r(ms3EY0B zpFt}&lzP;>k?+3m${5A<$=`p^HXIBo_mL4s#mmq94oi2Kn3(35mNFa2$;tcId6$o2 zFxUX7nB0=flNEAQs9tu>efP>GeE6{W0eYo|WjHZhIS?1!WXk~4dG+V4&>zr#_@kNG*|$YJ{xtn=3u5(t_RnPEVsgay0bVV&{Uv~WGvh}~ zQHn_3*4UgJ#d&aJd%%qD@rW`WJUAb z)e+wXAlal$OtP}>2cpN9pp@~;(9uHFXVz2BJJxrKsSwkOc8TVaw(LP$O!@ACUE9xG zj4FQTlmWh3uLF6)w-5*fIv)M@JAhw=qWF)nFLzt-16q<4@L(K9?RbB7=BU8p17wFu z={A33bE@(_0L1Xg%KUu1C`QG0a0EC_x*tO+VtB$qsb|KbQH+76sMPW`(rzBdUmQ1H zw|&BS^ni#6+tP7!oO5%s{H~(d1&h1{uxBz`$Fp=GCwj;H{?*l0 z)yeN5=nlp|#CCdr46Uh86@}%!WXaZBS_iUuyZg3*d#k@*vDBML=X5?=F%$~>5z0QP zu0~HgM|Y8+`@Kwb^4IfP4&s}MSbBRcciD4MyR|zF+Uysk(#}U{l19wT!~}7<#4FcY z^iE$vTKetC@6FB4Ct(sTMNY9P{Pup6n@ycELynOk-h7~a#)WhDW_b;sH~Pg?leP<^^E=LOUou@z4nmR<@iZeG6LS#Yac&J%WT< z++hgTV73WJIrxo|+6ggtP8?Q$msz$Ft+D^{*nrV>WEBzhW*U(O5RpsY!obt>T zOWBVV!Y-|GW;j_~U(}V99$s8rsPbqqEpSz6wv-r%;mi$)o?B&{>oxk+3%ZszA^`87 z$2P+iANTIHdP}JjS?nTrxJ8MROspLfm8i73BTl`;rk?j<45_;HQ!2qu&YlChu;YUP zG4-fW5-%`Ms5ttkiCn5d%hlm~lm84^bBY@m6>@4Fx)dCh1+}<-SaQ}9Q*MN@Et#TK za{t_sbRc*-`uEoaUf6eamT3&V`>|?NkU2X&VS9J6I7pFhJ?gR+yxz&&^;J&IxNNK` zHMc;el#EOl$uZx*vjBGilvh_tp7Mgcf`ZyiY9j6*E;Y@T^y$F$OC5(UdSo|q+U%bS zv;L%ac;&BJ8ddeP96SJvmiL}1%10(^+^O+=ySAtc1HD0zB;{nc-EeZaPNNa*jTZ#o zXMe;2I*Evl9m{2|QFW!q=vgu#aL6LCCiU@Oh%+{|L2y9kW0=a*U^h!te=JMfP#N^s zikoFeR~DKI;(iNJX3DC+DlUb%Z_g`8w(N}lIU-?npLgpKFRu3nS%8UOrc#S!j+Bhd za++bQ04L8Hr!v4gEiKKgPGmi0DjZ82;RHgR3RH$sJ|VN_7UV6V^7ELvsO|3kk!dXL z>>E|p`WkQFrZzwxJi*7T3?|{-oGO-Oorx!lJa=+-E*N7F*98)uHIHk4K;b%p7rjQM zWQ{yTW46w{47Y#ZlWSX}Mu*SUM_xh%{mRb5A!>m!wT`XkTXr%BJqn4^Zh%N@a4HR!Dk zkG1IJpoTvem_6thx(`;tA*zzm$ZP7=$4b?mEL@fw8VwLTxJf=KSJK={itj&Zx&qb5CJYO3>0@o2C@SwiN@b4>yiXPak+>e&_HBdo8pt8}i1_3z<`S>2aTA<2 zE&(`}zCAaNCuHY?>nza;V;ppBTDo{Y7=!nY<7b#coA68f~x}3~iR2{L{J-mn0@Vt{Lm!ksP zvo>8(T`ynJ#{F}`QZNZEjgWJwIrEe|or@G(3khwy7GC41)30s^VFDzb4oDN}zg!UQ z4Io9L%+_CduO_=9Im_gsFSBHs7adIqp0%1!iR3JFpUi23oD3C}Vg?y^1+0 z7OxXOy=j;+!fP~WuyON})ywzgc(^m;a)ZEgBk(RSOBnGL>y!x>OuGfQn6TE&D_<)~ z3odBEPxgIbZq(tI?DAfeqNozJER(Jd#3J~}TP<4|hC{UFmOuot0-iPSN$mG$jRl#GFI!gu=(CR@hUjojYE;^=u=&CW+Y`DP{Zv2rwL!T3vq9c|62XYMA4wYh7R zz!-jywnxu{a${sZDea?GQtA83&(k$M=;M!?Fs#~^45NdN`goq7*g;I|HPZ_A(qo)0 zOg0O#)Nx9bXJU5gA1QW`))H{xXKJyeLE$Qqg+B>ex_f#?Dzt6u33uv`bu%=B6KNov zGT~7V%t_x9v1q&pC53Ltbqun|Nzn(WhPzFe_lNIx5d@ngPXo~V5*m`lC2aolDNoS; zMEE(7Zq*mmKBD}IbaO+Soe;DLn;uRX_1)1(N9riGE`HN>O16#1J;b^=Tct@+az`dl zN9NYn%%NZ494zNuj&?)xd?U5;0t)W^qE{zI(0Ut-7EaCIUB#OKLOgs}9#+bP-=L8g zaLi|to?6#FPD!%#rFwDEZe-p@-t;CBwB-6$~;(yA(&)#+Z966GU;x6}hf)?Z#HhdsdiVei~FEP|C1fWxuHEy6(I& zTFxI(zTi=#ycJ_%t^%QS=2bp~&(~W|RotuBtM1RVU>TVm^{UceYhbk`>v0?$Uec+^ z7P)HJl9!hcIpdJ=!0QahpwTrmE;#X!qDafFySXXrKFt2SC z-p?D3bCgVNRDO%OiT72@_HJCN8ulY?x-uDvt3iB>2C`<5aDt;m6_S}(6r2;2Iyy`| z(J%GUTcwA}x&3+%qJD_R9WD=j&{0HC*5@7J>_m8I7_V9ScjV~!Y;Dl}6~=ZW@fF#K9~`tkff|@&GI|OM^*hEq4@Z1~4Nm-o)rF$V*#UMPOS1Y3tqYy=Q#5}q9_b1!ImI_2W7)rl#6r_+Dr~YssUvR0akG(nW2Q35 zo1BPn|IeLk(mn#SI*A{PT#VDCRQQ~ScH>^MNC$U(9)CJKI?Ain5|z;L*9J2DB{PMk z?KcnNWP8BM{JV3rtJT1RUd70Zj;9?>B?|5{+mjdtY) zos@6Qf$t94vgr@4ve&>e4G9ug7rUQweed_UlB=Yo*=i7b!%Kbrr?L=8h_#ZEQq@+) zl;B0Qsj+cWR~HWOn%vlIYrQWPe3!lM=U^Z@gs4g7jV#1^ci6Y3hg4nqi3Kl=wYK4K zceLwYO5nKdfAzs@qzJwd*DLiZ!q3lduV-R{1W1c2;;ceKQ@_o$S`ydyfCTuIpP!ia zP3RBWFyW8j=ZmvsV2)Y50$9s(-{nmRX;#JY&Rk>H7HP=sg@px+Z{K{*5b_-?jpsie zDe42(b@%8fpx*sx!fX$aZ<>FIw`+GqFMy}y1h7%89^~LXjVX+0W(j?l=S#=Nj7HxG z6*JaKmwVO<7}>mH;T28#{Dy7A?=6)pgbE1*1diol7ye7}nzLWxDbmUJ?83h#Ja~XF zcb(sQZwv71Qozi?#LQe`(({Bcn9pkbeZA*#%goHa?-~Glv~0DTT%ekN{P^*FnAlZQ zUQxqW;EllFX*g#C)|ddPM%s?cF2-;3D~Yx?kCA-Vlf%Ckwdy^103^yrRshb6ldb;G zpc>W2S3+jHwV%|zNdk|Kq;Kw)kLd=X)ltKapIHzhxnw~?_J$K0v@auw0vlaU*_4yA z!ms1~_#&0VT}pe$w^tWF3Q4_QtcXzBJ#Z>n<0QZ=K8)P;+)q6#i66J*B-jNo4(Zdd zQCO=Qb0~Iw8iq_oTNdD=!g!RzRZ8J~y}du$i1dQd0UH#j&F^nuqO4<^SUSGN#^z9l zefaddxR~QdM@JsV%wq(3k9W5t|t6kZp@lS#Cdi$*w-l!$4Yz7xpPk$j{cS zneFHBc6%^MMng_^Ht7^HFK-X{DvUbAsdoEhX($4|=mC5cq}H*xsfmeX4S=Wg*dlmOPu^8Eo~^2? zIuD>O6lyY|cvbIpy01nNrTP<1KFB5Umq5=U{88Zyi~b@aBAh_J0Tzh+hez+W+==}C z{h5Ar`vCNgGJD4zyR>Aih)5<6pm+C?OVuaOqYqC6!+w9&e35k(QV(C~X_X`I~Km>CDR1FA{qF*JX zDSo4(;HXL(pEFs$I5Bs;O`t2+(mJ=v88G*NitobFfy&D5*$v0`4$cb~uFaeBTM9Ke zLGRyV7-`$va{}`Z#R$bII357id_nnmbM z`EX-w5tts-xAq;Sr9UHQQwko^N&e>5Ivdqvk*Q8X=mg#rg+M3kO`;J!CU$y_ATquQ5F+> z2eruKrRn<9l|*3G`HnlL+{PQe7;!#ZWly`^c*)AhlO{61J?LcriDdwJvl#2k_0@6Xc#U(OM;RMTAuGrnQnoNUJe<3ouS^m> zcL^voUEA7V%$O4I{dV>CcK}{Jx&~f5)t9Mdw1mRzOe}`W#Qgd542 z5BIfbs2)o<`D_$a2A|73g-?Z-bYyS6+I|z72%^BI$~!2l=w#9t*U=p6#{9|gS=yfx zP>&*#X^O)BP5r3}O(+KZE&U@Fz%=K+W#;~q@}&-8YvH2jhZa)&v2kty7sm%&F#@N| zDPxr=>hipAl($27-pw@l_ladQ9DDmZOoe9kxHn}DELy$TEM<;)f%7pNrbz#pxaG6g z9crl9DVtFsAn_)0&%b}-#AzbfU2?BkOAp!w8+@Hg*B~uHzlXf%CW)yQyxY7LgT?3* zy|gz-IViu!r)+6?0)WyvS&r4)?Pe|_p33Yg`sAWH+4*2r`|L6x=3wOl1T3Vo#ToT` z;U|csZfrqeN#+k}FpW0v8#QVqAlkza+#s2uRAKQ>ow0EY*v}&xK zJ7p#pnhHP4%1yt0Jr(`om^VA47+uRg+VmH|v5ynvAZJs+YZz?-JGrhohN-|QcDlj4 z7WWlvS6?6W!)aO|B~o3JE1WHsz5Y)mE=|xAR%L7DhiID;(xc0*d!^l_;x0~O{9&uV z=5Tc7z!vW!8rsA-A+Q>OlEPFcd#j3iJ)L<~k11KXkDH^wjg%oSa-Nw``ZOgx{5^nx z$igzNZ78yppbF36REKzUGG;FoUxrV+n!$Lw=#xAGt8zF-vz@+Yk@SW61K_R--XbW@ z^zh2YuzETZF(ApXXJJvGB@t^kVWW|a;8}$o#Wq$3K-jwuCc~ZXqM;*MIV9}vsRgQ} z(_6;m46KjZ>Z=r?^+MJdT?u}hP}Ko?9Y|IMqJw$tqc9(kuq^jWNZP4_R+uL70fS6l z>%}33p1}oGO`h4Q@WK{b8E8RCy;&UJ3VplLzB_DTsq^^uXgip|PtR}~3l2d}$m8qU z&#pmWu#D*9U?`7ph4WP@A4ckzxgVI8IptZajFgu!tgk zakF^35UbCTKE_x8o_#Ysyraapi-4!LAV> zX|;KeyDjT_=&arJ_lrK6wz@3b>Q8n8PfmrRzZN>lz!$^6AkZ!!x)c_vA0GV;s5MMz1#UKKki`xk#V7}y!_mTRdIz6VhD z4kQawW67&t9S5E?p&91(vj97Ks5W4K z0|{O+m`3g%1FC)4(Jf304M3}8o#zE3V)pX)r-^SCe^0h7*A?9je=u%W zhj?DCxc-rSX2;}r=1S*@nkJPS;GB?e#9Mcr(FRi4(qI$o(BK}PX?U-fceZB!GG@R^ z`@^22iX_(wJyECduT}2|Pj(ktL$)QD+V)LkO`YNA0z-JC`&CPje!nF4)8dz+`fg|= z>rwWVi^=A9r+Ay~z3y@YV#gWsR%5OG8!s)*Cg7`S3;P=A+$e5nD zNl>{{#|x7+6jO}J&~{e#!kg`Zw;u$x9exyS*-UY8A`DWFV8mi1XG=FehNk!TZIu zdd-C_k1|8xStGEMd4y#x7)5sMfvoTw2(cDULIJ*zENG|3LUv1Buu2SWN&ekwa)f!$ z-ao`M!vk&(Z}L*|pO!`S*$g;Qmb#r*9b6Gn!Od_E*7J&^I>m$+GMC#x(+YXi(Y4dr zNR|?|^1?X<-#EDNlg5y2o|7gpFLVvzH8N7Ym02G7ff9(5Jp^I^gA@^X|` z)Q%(&_(+_wbj?O-Ytg7NYcVf*BKOxYz6crVdRXE$Fl1JNf&^e$Ci+cNP#0|$LyODj7FDntL zdSN`BZ;*&(B=K64smaVEIACiqJ1CgkWS!_J#)~uv(H%OsQBWEC@Ijct{etUxT<{*8$V$LWxh-~k zB493xJ~fkobtY@s?|Jo;rPjymAK5CYsR}#C?QjN5>!Rd3>C;C4xW7Yb&}sBwxpTQ_ zj!MFL66klkKe?Ck77M$azHEM3W8P!kb!xqC-y^!uH#6NMy{ zH6!`9xEl84W}cepq}CbONHe_+*kX++Y2|vZ+=^RV_aXL+7oHKnyiBYzj@GJhwVM75 zCx)1fCyZ-2pHbmmb$G|@(7J$QM#zkGjGCz=9D}76yYVSsK2jFqiB(}`=>ocCbg+;0xnX;o&8 zWkP)7^&3rbJ!NZTrqYpyLboCC_mL(Mbnh!xNNv`WWY%IiTf{DQ{Stx|Qr?_4y}V*w z7<&1!NEMb9RN?iM-stOcHN1nNgPG7tfB~n93nxzaiNvjGyU+xoC+jFSqmV4K4|47F zMYqt1dn_)Aap*Fur|LT&4~|Cbs-)<=1>}p;;EQvo^poit<0{qMpb1zp{J^ z<9!W@qAHI`tD(0Y$Nvywf3xP!NY!9U60O;fz3d06s0dPI%z(+adIwime zBqc}1ziK89?U(ExKR%pkYU{c&hPNH++1^3J)d}WY8gAlz;{2_jkyl9BXQ*^1w6j*J-5yjJ=VPJ{9~?7QHtDek+$TZMpQ@-e^P zOGy=EbH%D?2RUj+-L!MGJgbl##j&<2WRLHCV;TZyM}L&2lyaZacjSW(i&k=QV<`&W zZSQLTL!L;=aAlnM(_v z5YfY=ay6S4Wg>MA{`#>oC+~Gwgdkso%7%U^uR3r)XcZ^eMt`viypZpS4aDvs0!&N1 zc8FAvt*eRAUczJJrC72lOktR6xjM3;VY{OGHd{OqrXBXd;o)llv9%HqmScsRY%<2Q zuy4z@le>HhVD49xpn1))Q)RoR%1otqnS-|m>)ltz&3XFAdO{)sw8GRO*av%iAAr&0 z>({TK^9l*q5**|7+h3XDI0|39kEq`jw7jb8EWUjj*=T)A24+9qQAIPOIcF+Ve|_== zIeX!Y3fDd7j(mGgG|e{+t1^CGP66I3>iuMaHXop-axttzaY~kW0hO|VLUm)vZ3T>J z9{3J%eHVwTM6vta0VvDqs2gdqw>K(RSI$P^o&{}p(QGkSc*RmkF-T$4kJsRI1iUaW z+phvXeadBb%tau?L4(Z4j~|E0?9-2$HiE%SPeSZX@I|MiKe+N`X8gmV6E1xL$fL^Q zEngMCz&=i@<9`I}6D1AZkYircdB2c#K#=oPbohH1>AoV*PMRYGUuG=z*G)5=mg#vQ zv@x{zYXvVFI>!2NGA9pRd>SY>ve`KaSGqfVPC)xu(H8{`;Fdx1N7y&S@MsyGpUzxz zh;dRrI{)M#if^I*-xCXsaWd#-5GP*eN~&X{x8?w^jQlNBXm-bs-TBU6QrUv&&3;b_ z|MOdVJH4+$vTY8d9&(DuiBT(fuj1kkNBre~JM)ztAkbadmD#-)lQr|qF}jG8dm*?> zB#c4-bs(1UyVVf~spZTEigcvr_0-3WGs@kXyCHJnp52xH_c3cpn|*988;y*MW0#D< z*7xo;WnI?l>%I~`3pn4$Q_129xb z&VSQjUCP5sbyqz{UqV(FR&3|g1of*iPX~ACa~AmP^-<{ z(rW+pRg$8Qr}MQvq1W;9W3nj`Sh8KuuJp7318JJ*wy>iy^uI}y9^HyD37*wR{wTpH z8@wfI(_iIm{CJy~A_NeDDV(LUe;4W#IJR?_@qWOh6Ao856{hu}WUDe#ePKgJnB~Jz zYWnv!m;4&FpdwdO1AArM&=e#PH{Gj$7jkk|xw~O`O_O+a@&4@#ok;5@#cvq*c?^kE zj!;p3XLbM3zO}c6GtS2VOBhB%)LF6n^`EIJrClB=KQZ2T$O4NEh@ywKAK8hyPIHSs z845UhUmFw!LPl==e-Hf-*-h&8o&FIJU^)<`7Dk?usf;VZVQnLRwXGu)zd&sLA7`MI zhLSt}>|Au{F`sE_ZaNy6|MmwW6Nj@te^N5BSC{C24}FT*Z>Xilr?Tmm{0D%l$K3}2 zbfFaZ6uW*kqo4Wf?`&F0+sM$*>c$3`XosezOBq@1%=Hl+5d5~cpX1=?I*CmFyWFKW zI=(U$J6V&8&bVMf%fabLz2l1(NltXB?dFY$h@`la7 zkEbZTPycFh;$CHFu8N^U+WRxfD;+CnG*iD#Pk^JVUV4)P$xum3{_y7>wt_MJ-+>8= z?|O4TC#16Jf2sR!hP0k~)~3otl5U%XDyWsfOFd_P)w?5&8>b=m&)wFGA8vnkR?Oo4 z7)xpX?usY(8o9-$LwN!f(ia{>K{#_et!xeXSki04vwUGUGE%Kh^zELQDUD^@zrn*; zT=_I+mst+C_VCL3PGhOfP7G!(I5jMW5_Li+(qHna{*L@sUZe7ivpLNL@6z_~&s3{n z;&RXY*ndqR#nMwi2n6XSSk8@pWQN;cPf0VQ?Mo!`9zPS!)PG+?eapmo(L-CpG>{>^ ztb^_6zky3`bnEin4(G*cjvwe`)Fl1#xu5di?^D7?jF^`gx`t}?KRYzm%=1-jzXQ~J zg!6|lYny*hXn7e*i?v}YCIl@7#Ov8u-QRT*2R;`oxh~tiW0TaRaEwb}l?5jwGGXxCbNr>d5pWGZ%+OVWSoKA+id<9E>d zRF)V$oW}esf@GopKK{G_*;dLL@8$_3-Iq6Y+oqiV04kB+lhiW{D>_78_;l0#Ky3Y3 z$P)6O*c#g$+v)XpWArP5By&~CiMeAV_r}0Iq(p?N^O57D-*(HXHU+q)r2|0r6Qz>e z`h@OW{``53e00y-)<{rvJQ^HTEhA5z&qOvP1YbAa{AivDfe<}(e)4zASVyaC`B#qR z7)-3lMMEuvx4di448;w}2|RD7rOrQ2A~zvrra`g%eGRR3Nqc&Dp?oXj6c<=%o{IZx z+kvNF_TqjrJ_ZfnAU|&0mX}P%{&yLFkr)$38=)zJy*E#gJV19eH-4W`XJO@4jN2eN zT&+1GJDHW01^5p}j(3A}pmQ5Z6pwa(&x&dlsFlNjR}2{QuamdW96-{M~wXxKX0teA8LzzQ~`q*kZ5H83u(1vg2NR z!ef?eZZa(x>>PxexNpRP)Da)x!ooDAff&=}mg?j}E_k2`y&3e%qHU`$CObw(2+8AIG+?MG>3VHiklI5v7^YcKkk5PfYsei(pV9eIs;m>PprRS=@0E%+KoWf z5j)uT$T=zsG|O%SS{EoX3iaNr{mDV4rCey$$5hDWpYhZk850_;1Ws|Tj~t#DR00@~ z)7-V{+@^RO+C0S_zy-{}7+^xb1);5OJD}aXy#j6N*pUdlS5UbVPAxINww7Bl2Mqoc zUYY0@9aeHNexeUlUpflGcUDm`LD}~<1FCUKKHoiDh!QuJ*kr(H+-Kk2L}hOx<1fbnk1}wZ1^1TrNgfAXAK$IjYS0o{-DKk?hEjI z^DLr0-x;B)L+iz?85p*7Sq6@i&y8x!GB69ti9;uhG9HpFAtw8eF3I%PigGE&|MDj>? z_ypLS$7uBb^=q$-c7=O@oELD>oveyoe*x;=qvL5u#d>Q>O3K{ALYw_#<1V_1SppIv zVe857QiStBB_#k(cjVV;C8GLXD^`fa1nRXSyyHK|d;DdDe({PO<*c-9+jhR8QEg%w ztxZ*`&^9TBKU>4LX}zMZ*|5^)f);33<({&hSRoPI0!(`=XyzMc8Gyi9-Z`kfTW5O; zi#LqN@>TVXbriz50~WOggJ)pck_p!Z#IPcMUh6yO-)Tr)avQMYTj}X zTlEqFTKE2dO=QK^mvv>lp-Fg z-oC&;M|OEtP&sRX*A(z2KU47(wDEreW+L$4f11!fTF;&ON=!<8bR0}B07akZlnWNX z1q&KVStTOF9r$JKZH8yXcigH3_plyC9NwM>zl1}r@6Xs15N;~Z&}Tipzo@R}36-tD zzg8(A2-YVyVw;AAwS5O!YP)3~BFX#UpI z0Q9(mWUBRt_)D(izdnz2g#xry$6BuAoNP!*N7K?O3}>&U?i0Tb=Tq{2Ak9cR{jF+; zpD)L%EhOWw1Id>`HV^gDc85(gE|xeDa_;IMmEi|U(9ijI|IIDVOx0~MZk8}o(OC~H zLLO41bN87G0DSHN;L{w@9Q(Qd?=L)Y#ue}<)TrSl{B~vkcm!Po&foC`zNWA}5sCTv zrmyS|lSTf`(WSW=Io%_q4SHLhX!OGqb~ghP@Y%vr?YB8k2qHB9ty3djXC||>fhurs z=G(+i^No)?aVPq~Ow&=k_EMBv(pc@^#5$aIkAl4!fbSCn*L!jf>X4d4SlemkZp8uNK~&1Rvt>a*bE#qc>7_P+@G?s%^I?{8ZXLXs^F zg-9~8%PKS3S%p%zva+R&GLlf)B%6@zy|Z`riul;FGVk-^y1w7*`rW_BegD@V;xpc_ z^E&6b&S9gYT-0y-NgRJjyLltNiw`T{A*3piJkXVOhf^3q0#PCg7GJU-fI30BirWskyV)ASpFX1a_~kz zNw6+&VT|Sk?>sWIe`;6lU&V6ysoAm0T@i=RzV&|%anos!a|L(oMqkiQ6tNc7|5z9s ze-Z92GrEw)ePqr07tQ%N#lHrne$?z)w{jO}oyR8(3_CSYG8DmW2%RlGgFmw+f0Pyr zM)k1ANa{A>z3aTM5kOR$%-ZNTU%JqeZ)kJXf{BJiOo=*5nFaIi@CT>;QcQC<9~z%L z$(k@;pZvtoDJCp6WnH$rw=NRCe?k7kZ`DNofj@!1h1jcerk!teHSe2|t=m} zc7OrsPv~2pG+h03)HEdpy)q#Y9scN>*OPEM@6-1m!`+AuuNmJWb}S#N@ih+cNdvzM zI$$&*>fPh<@c0|M(5^J5_|J>rh+H;yrq5s;Btfu&q*3JIi##Gl#k)E3`B-rtH^a+G z-dY}tf6|fx!YYzR-G@Ipr+FRdx1oR0Z|AG;fB!RP^~B~22wTWM96tI%41!vB5(=-m z!TdGZO>5{hl2NL8`7|l@#ypM;0oZxC51&B0pAO3BLems#05OS4fs6#EwkjrKiitNr zgrHYTgD2Yja7@a^)xw{2fU!g0qV-1ZXUm z(!LM=chg&bh_Z1W`As>&EquN{u1-esZ+yV)wyecbqz>C~n=C)O!4j)+1ks2$joi}r>Ncr$B@ZGalKaKFgRMLpc z-x_q(gIi})LU}Nq-Mt5YlIHM8YGpBeNK{?Yb=v%trO-1UDacI!lw$liHO9Oh;&w3d zhkr87PcgA->Z>zg2~sZnR(3Y!xe|pFQOj9A$5yh@=WF{H{Gxusx%b?!`(uj@Kcckm znc3Susa~UAEuUM?nx0y`-)?x81=IA`uVmiL5Pb7mDm8dnLp>;KXsCv~(_6}*Cm-;< zLT#vlK55to4~#NvLN{jVcj<&?z92qf02SRpi4GtIJ{OP#sAAaSq=+;Ni|HYj(bdpp z@>R27`xL;u*JUk|vxe%1Xz~L6D(BH%H)(=iK=xlRHB$0_pme(;x>mi@kD5-=;OpB1 zsBwloi1)AzXMah#OH$e&^pYPgJ+<2h=b&cD(7@{V(oKhgWpg?RFc@dQ2oHDAOVyr7 zOEcfjK-DCvd(G}Y54z&_ynH7C0&(|FrHp1`Vc|Ix`eE)pP|MwPFg-tfH!PsIgUzsr z-sBp)1@&u2SukD@ZlV+*E1_MF)(?j64-mb4n7l2#u8`u z*V}I)YD`@ou04jN&0xB!UC+O5*(B#v_3n33S2Vm@Q7OHQ0@|r!%M)xD_FKsljM2`$9;g1|Gk)Uz*_2GaJDLDD{ z@_0kMaZsL#VuSdcWc%%2B`I*HH`mLAS%R2Bg z28Tam{N?veY;@=_o&~jhS|!sf*kdLPBb%3*q9j;Y*blL^F2D50f6xO+cV`7NEPU;s za!X;5Td7x*tAG0X^@Nh}GTwQGk1xPd$QwS6La%<7!l-b2`1nVPW1N$)be^@6_dcSa09H{W!?Q&Q5Gt7w|GVnkmXCpYIRmTRT8Ic-g%Fs=&2t zwxegxLMs*U84mpH9;N2j^E6I5ul?tvG86%vJG($j=?@xAQEpHLm!}kp7ZnsFFFBou zcro73@*fP2l^MXyH{F-RTDmz-Y#6TUWNKn^*|>!s{^`0{@QYDR3RwTALc&DoLp}z2 z&&B=k6$zQ?b#o7dK$kkuO!Jh|AZsjEQuv7$6PS8g=nT}TMtk0*SXfwaf)=v>QMjsy z8zekUl)*d42S*!B(uwV^Ui0xXfeY^OfCa_{+(~U8uiO2j`RzAW$I5sA`Tt;$H281_ zi=KwpUO$EN#U_Z)Cd}eyzhb1|OUM9IQwVjbs;pG)&Kq-O0S8LW_S={tD}!{%S6b6$ zYh39jH!(GhZGY5dk3`(fAmW}+1{BkBzp3JF?&Es4w5#6;9ScSSf|TEjrV%<1u37pE zV)n<3ir^=Udz$JZG8_1)-C_3XvOk(n(!kN`BIbW z21kV3*qMV_kXt^0Ja7JAa@Zrr%hb>$XG18q4l zgje^pU0uQMVl`Thy*fY8`=iu$R(%4&0okNdlf0YvR0xI#-Ur0JD$Ho%KCSm&NR(8C z(5tGiA!x$M*Jtj%+9l7fyC_FaJwwMA9xK`b*Zp04dWd<_3!6+B$+FQsKMkzUp>8_R?D7BN>^o>d6|i$*!s9@ksEymO@}Vnm07Ya z)itpHHJ{x`?_-~8jn3Ti7F(%5v$@j91*vQ9Fc47#ytKLKw*MMApOBDj`CFm=VgUHl zl+1%a)NtmH;vj#DW|^x9GDviXxI^6#OdNbGTbv`x(D=(A9 zFq^q54q~Zh49?R3nAK3O9F@D%>a<6$Y45nD+cq7e>*jsPzB5?)+2Amf5Jua)wF6Sq zGtA6b$Q=Zg)qQi*fkXQnO2%7UszWL)W4p8@IY27_S+~8FJuG;D7(wVwsyVUx&pye#D;w-h?0RsqbX`0beF04|n#&q! zilK1wHUN_afefDJ$`ah0LUxqjf z?mKmcdS2AcskD&Q!5p}X88<|Y8q2KlIu?iA2>>{bLhzdmihT290o6RxWka-8mtP~A zqzMLi6vx)OFKXIDyVu;%jt$QqDBS4*vwoHh57BSDQ4Ge!d8L8XgeI1Rj!!%_J^Vw~ zm|r8L8Qw8n9(I`U_YZ{<&BC&c(4lL*OqrRAwV_{CYVD|533Y@%2`$i2d;2geq3(&i zkFoA)iN`s)Q0DXJ2_R&`D>IV|OtDl{&!0Yda$8y114OT1N!t`CW(mUC=Ya!J! z*B%MTN}n%&lqkrzYj`N{W}M2sQwSh)t7xQ1KieobR>p5PO4HiZth8vtX|TGrVf{Bc)~YVzCcxha=UD%r>m7D}h74 zhdAV|!=AH#J@P4*qMV#(&eH)4X|@`8z?mSV(mump2|m8a_v)!tpdLtVNGE0F;{N7T zAb7vF9vV?W+Uvvg6u^n9Q@9V%x;C#B!B2NR>xO1DONh`i?UvMko6%Rb0KAMY&KxwO zEZc_bcz5sIiF^2bp*`L^OQ9CGQF9C~1SAkY#b@@uU=c+(2zt;0wYAU$ro#U)%2vJa zPYqsSp(tJ8JZOQl^&gUz^BA{CIywq|GwX}nyENhAO~w>}^cKXcpuqBiL?jwO8u>SL zQ4qyTJAJ&WZD((PcYy*o7NHq2I z$=NA1OiA)Fy6^7pTJLOHujQoS7DMg_a$wuqPtT?G5FjFMRz*k4bKktFya><|O+7=i zK+^Tfh~=#OCkJ#gLRR3jWoXwZSA>kIY$ zPMex|Ei4sWJ3&J)g&4i)G(V zPbMyvID>oH?S^n|Eg{b)1$j`nNgn>6PdE{wpegjb9uT z*h+^#yu52Zw4WzaOOX6(5e!r?KC@&y!ZQeQ6Zs&X&jNGWdC$x@oGJ(9Ff{C~_A98G zUv@I-AIU#ogz*4P-V!XhmmHnpLyr{1YW>Jd4EnkXWQhT@IWseJ`Jg>A5&fDTT{b`} z4yFxy&zWD{)N3SFQ2dTfkF`F9L@Lu)Pu+3ZJu1(9(SSdXr~u>>0?09Z`!jsu)AaKV zY?YPW4L~*@H4JZhV5_yC@jm>xcj;KEFaV6-J~2}YEQx&CcVafBn~UtjwSrKGkGmhx zxeH|YfX}vh{s3+7{s-EgHN6baKFwqT7GWsvb{KBmo=NdgJ55_p`izAVe0RpJQT}jb z?nCB-)srVzHky%ShtBL)qeg|jp=@bZb6-2Q2H64tO%und=4yW5k~Eq(;*eW#9bF3C zGRfQ-ynXLj+b^P+Mb*(Fr+m^c1t@ft)?fOPr%fG$eT+;XqXNMgd`|sl8@J#CvNfXk zzSi(e6KQMy7jFIm$axqY19y+sm5iKr7_qnF{Qjs|=_XUmBGuL?U5}F3R87l=5*%mn zfYZ65?A+lwjy8(7s1O$)aQVCi-O)0{2fi>wen0g0m!cN4k9q=wcS1K#-@uw~ctVG^ z1D?OEzix{dgJUAjX_4^KNcZWU5o7K3+&V0jN$_;!EL^g=;)jMXwWT4qv>!hfW-u?b zy<`yoeq`Bt;u@OI?~=SJxW(i^mWCx8z}uf7XvQ3|rGGThRRhN({YV;|w~{MPSd1Vt zFR*+IU(!eB+4YRUNKgKrPoqn|z!?OF^8n@l61+`k${Ry|K^j;8BNO*k+b!9}3MTiJ zVgexnte`V$y;C1I<*ZX`Nx)=c^~5@>4ST>EUGQ=1YVqykMY?^O5$|5D7GE(eDocD# zRFW6q_dJ?#1P{FQAs=O#&HY^q;v~dyLTn|pP7ty(JNmf_TP|L7SNbtCl8U`DdtUI9 z9cg)(&Xc2zVB_{<5c<}vn*bH~8EQO!IUa#;%`P@Y-80kP2wIMd0*)z_KNx>bzACD# z9i18rTC$rk9)SBKzVO&ht%S@~#yzSe&g8P81}dLhZGkiMwlt$OkCM;i()`+SYxwa) zQ^%%V%E#ANnev_jRA-30eV&(RU$QGJEBnQ;juf&piBKiF!oy9 zZk5Bb7n5U1RuKG!RSbNOFqm;2=5u?yTKBhl%YX*)@bCbJ?KaPylb|Nz`lHovSvYfk z5UymOfN$wEHSoPPCI9~r^RAhYXdKerPto;kw!AUP8D&G=+Dvu{PEU8F+}V2{S#mv` zVLf+!9fZv_sGkHok|D5;0uD>eD@q$uVc30OysL%o=d$DKqkJnXJ~)FpP|ugfrsNTr zlK34nd{zq2(EvPt8MIyCBMA_OHyx?;I$ApT*{~(nC<*x)<~|}^~i62x9E=nLUu5e1PI=YYhmTm z5_<~o#n6p+c%fHfBv*^AWQYrkzRxK!=Kz4g-1`^gZ#y(WAhT(>_rk$%ktXi^yR$5D ziZ>E*pKQ!ZWU4wTF+v%+=O?-(yF|i-w`5yFr}o(g#Vi+=RqKDZ%}g@YrOHhY!Ls9=wJUGb~fPEE}S6K8MKfTeb2XW0G>jFC#ytwnYI9oPOK~ z_1o4FzzFc=J{wtfoDbfzRj$Z$;|J$19Xa`}>2&Ol-YC)%F|5gFB#N(bk6*i^KRGXg zzcgFh`S1)}2KA#Jk^Cdp^cnG%&lIMPXI z&`HvC3Mi0ERL^ndoG=ifr>;JFlR`9NRYh`yn3!i{hyn^&)3;R>K(lCOgJ;=}fOG{3 zzFIalt6w<$?mNwr{Q`4^`47L#w8#$eZQZ+WMZxUHgJZ}_N;q+aud#Zjn}*%`qNAg8 zK!j(Gj~h5cOy?$qPc6CaZ@3-6Io9KnYBZtqK)}vhqe?d~`~PB3a>OOO+Sy*O-M8Pj z7yrH}ZZ5Su-@+)qBN@}G8uP2hUC2A(N3dNqet&N-HM095)xrMGFR>J-Rlu>*N|6Eb z>6E-Mq%be7te7lHoMvIUB6r|tR&%yzym<9nk)Y6cEwSUho_x(0+rO)HS>j05TxCbn zwQ5&Cr(<93Udtb z&eI`X&bwc4D!f};?Ns_*zzm1*)}a81%9-q75CNkyj7Njl&>(V%h!-ipBca!fW$Fws zxV1IeHL^f+Y&9y4sgsWPq}9|)T2~8pJ}6I<($j08KqAIo2h3wj8yl8(`;cgU`szEL zGT5u#E!_H+E)N6QyER8vz)W{sCcO8wX2KX z(Gv1A*ok&bleg5H<}~V{8H;=96yWb~-o1B+0SS8JT4E4*W&Z#;5jJQj{pUUOGE(~4 z)%2PE0^Xa2o}Ci-qQm4IxM)#4#C3zo;eov61~Hb5j2!(rtTEy77|nrgv+TPC+`b} z>#uYW)O|glPZxc$sBODv$=^gv=NaxLQ{EY(h7av}Y$rDB`eCIyD0ODK(@^LH1eO|N z_;|MW8^pHfczCORAK<(oe<{=T#}AF^(}NVgSNE&DDq35W6bh+Mo$_f8=b!LpjVcEZ z_ZQf4kUIj6fG@-N?EY~!)JvHmWbJgrM9HE;ivG`1N&#;E&;gW!>7o>;e< zf%Pij>Tu#LmP?4nb4x4XXe`Vi_9pC6$Opf}$05#HY`3kM#79asH8mI~O-;@CqlNSg z4Bbs#*{!f*!3*r5Bd1(na^lRwv?obeZB{yC7}N0$b`rWJSQYk{Y-ky z`!!|VTM%9Qe?BRYoy@r!%4k^}=r^GjyFtXv{E9U?jTLLwMo`VgJU~_7)C4nZ_0=2P z0u$h8CtE1~ttbqt6qDWiG_%{FbwJ1gl#t3=f4Xk7ZY0CmD53}e0N)36Ik~eybSc-d zT}Z7hqU%uGyp){6`)%Xc?^@ud<*$j+D+bUjNlO}?%eH>@C8UH9D-Z^^ zP%H18J%8bQDv(B^y3UvFosU5)KqMnW_=q>Rt;hU4UG2UlMP|J?UHjT+q?HGEsq`(Oj?kk_vLQS1xP*J zH9O@AflGSmzWI@7sb6xtU(bkR5!OmrH}m!;5iP-w#^6{3PtaAZNkz3qBMOQt+TDzz zq9SW2IipC!b6Zz544RT-cm|xO-%k8^+PdZj!tdtOsdtryxNRCS75(mA#)(7^R=;-J^i&Wi~HuJop&p3(lS3)3DxgSFGyFcBbcs>xW`Y<6p z_w)`e%9AsBcAjR$bb8Bdn#f$Xzp|=)hkfdG=3Rb;x*h zlE!|;mNNEh>{YBX_S*T>@Ad3efJ-^&@X+Ogs9or9Zu_&L=)1GC<-Gu|_ef7Bx=V;* z!q{cyaIV_s{9?}-7H^g7YHB96rW_l^;48BJur}M}ZLaYPOdS$sdGjG8VLR(wgn;#p zOO{1v2wI*9xL?Bb9B3QtfUz0QH=M_>KvlkX22P?T2SMEX}gcW;iR1h*YWBlcv_?dcQUxweqo+guuhN>-I$8)QUBSQ{F`jWcS z^RC#V^}QO|Bv5QR)-)@BLaq#!94(*ODcG}8$Fsl>bDh~>ewIW4KoxhD&KF-{_&xCU z`3fzpbI??@k&^5>OY_#jAR6WiG_07xu#yJ<#v94N#cp}8#8*Fu{iCx}CA|W`MVoI% z`Awg@iurZ}nn)ESCD-)iJt88v*fL)Xt338sQhKBhAH|K#ou)Q9zLq)cO}H&;ffY&Z zsRxkF#B@nFTHPnGRK9j$Zk%ryl*pjF+xU8y*>qq=c9AG%`q6|+hi&;xn-JBJfV^!L z>Gc};9S|T|12LxEXYX9eQVnDj=_*u()dAWt$;BQ@9vpTzjOc~+Iz9)p7{2f<8R{y8 zEmrEkg6Z6!ulCH-9c0c}7kxfiKbVxc!l-%l9o&6N8~5P~)+5FHl6St33pynl71Jf? zO?dl<$#WorILNl`k*#Kd5FwBb%-8a|ek@EZ_zlQN$4bXng`28q7n6KoHic$V(OpWi z=T@bq%7k_6r*E`3^$F+pNd;EV+>X+BEAl*Zocj)wqmvT$PT_}nFob{T!(D=V+j1cs z=mENju|NO9PrQjUm`*(ZFyVB%zE@@5ep>RVI#ZMRRg|LUTOz^jEi7#glJOR}W9c;lP)+$I_uCoX1^$k~|rM}fI zbHxmCvpCV!^}-WN$GlWV=S)2-Qpo2$OLSxQHT9u(C5zcZlCr%X+2KLonXX#=P= zXa}mChc26%aahow#3s{VMG4B;8LVGf#_V8Prm_J!<%fB#^Tltu%aEqYp6cG%9Co!5 z-j+PRqaIHF_T8;|pE)5cF8xw^kU$@Q8yxI!=s`(I3Gt5JuQ>~kKsJy-Mj<9;J>L{y zSIK``tfD2JU(~q66eYU%*ZWTXD{5 zUA6y$BGIP;LDJ|EAKx?p(66^*!ffw!NLzTxP=}0!Q7=r|kiMg=uAcWvO5*Y3$47{W zuAq@O2><6vjq!Bb$D0nb0F88|FS@$gi%~hVu97|glzjW0{V6>mG4J0&-Q~U_{(0L{ z)9_nOtnPn47x1Q@^MeQ$>)ErTZu{Fz5RFqRJrKYo766BzPUW*aH~RI;gx@cwmA?h% za4s-DDMLhr{h~Wc9|Km<`fsUZA9*CHK$eF7q{xzpjw0g=*X#V0*R8iEU!C2wV>nVj zYxJG1k)A6k5(+*tW%`d*c~3ki<}CmExU-8c2GBeFREo9)w>BuGcD%{Wf znFN^fIoO#{l9`3MgFIp^Q?)*VM5jLEhGmQ5z5ORHOP6k17R%ja5~#0MTcPTgVRBT! zm(1JS>(AyQx0T0Q=uV~PgPbbV@t}K*s2E)z-QQ533_Xpws_MG~9;#m%({KkV&l>le zJfyX$o$J<*DN~IQ$KgEN^Q{+slw01OzQtYA;Zgwg&ZUs_#pm7=5tu8qdsz}=;~hyS zb&R)+=NxfP1WC3>ax8AVG0wFhkL+(1${skIz$RQ&>spHp2=m+xz?)SBLP`# zQKle>&g~Z8y6dtr1qkmXNoCqWy+eQJ#4c@#q>&r8X3wtw>(?p}dHUcjisu2rWSrt7 zWVZvzshe;%G&Q*UH7C>YjGkqGvfl@EL2l|tB4*oMSK-CjX!n%3tpSEekLj!}-!w-h z?Bc$np!)u=a@5nI5wLl92c7YC~ zM=!|DUXIYp1~~qa*YcF}VlEzB)-GC$`tnz0KCGe!n7_8v-MZ z6V@{IjD+P*jeAjMLclv8K|?IPoQM9H9uA{F#7E0ly5GU)Z2&3yQ~6L31RF<-rfz4X zY%cs$5o@Y*tZ?hu(jaIlFN)#Q?_AfPQINy=$_rS`7S$61@PqRX8Y+u`BETm35EKI}569hLzmmS1T012T)h!C9LqyYW)axHfe7f%{EcEiwFyMh24Y| zVvP*9e!%VC7;Nk020Am#G{uTo%5$}Lmi)$pf>$WOM|?eo`qx8d7CPm33Hm8FZ!88i zcPu9C*|px=O>3rbd~kz3@np~RIhJt4^;=(Hr&hB|FmxIxL8S{87ea7WFwYweed7F= zMyPc83=5qVo5BI)u^v!6;8KX`{T0FupbC}@E5IM*eHaedTnO>D&JaiB8yCm&D7RmF zC{{&9Wndx$L?n8)=_g0#nkpfImj0TWg)q~d$qPO!lVx+Y_H4%+?K=<5$TptVfwDB;;t^SX(U&47a;?YH&BMu=E3(t5-YGp2a~TZ* zIK(>^B+YzSa(TvD6b*nO!kVuXh4}W?e0xZGGl1o4Xo02b@$)QkIU0A>UV{;BbZBj+ zo-38_n+&i60F3I03-6e?5`ivqZqO|ajADS08~psCBLR;CCFf#Pjv zXXgbw+P3;&Ln91P&_?iDgkhE-F1r~WX}fp`TVgV6DhJA-yOn^uLJv`q$+%TxbKsYh zRF_mCHnM2bct)0iC#wV?%J!Ge*o`O5%-<-l!beTS95Az7sE2RH^3N z`*6Sb{UISDO6j%x-OQiL1ZOm*)sOz1mdOvb#&0$0K^HSR)bsNfxzY#xSE=AXdKri98~X*vdj zgyYP!2b#s_@kbWEOQ)+F3tx(#c+L%G3+mdgeXAg!B$bPegrvJMz;RtV+Sa4ck(hr_ z{=A3tece+N4_>pTHzCYNDO`UfK^=ap;#JubU^Ie$2&pPq@CvZFC;EZz>Mdn?1=Utt zcoudW?**&;f0VVsOSYdRC6W3*=;d7N#o9RDhRw%|*3&@3pWChM`l${q(Q?7*xR%5V za%G~K@8^fjQO3)D5##ltkeP}cR znf?2)ynXm4H8>z>>*pE4P?PoJ{Z~9plZPrX%Q?h8)3VWG{9$7=(;9b{g z!v)!ETzJ`m?Dgi$;kn3ikIAhz?Ki`lpI)qY+M9>A9oCq%k6JhfLr_3CkSM;RMHq2T za23`rq_G$l0ZeI8co_$hPno;Ia$+cg@E;$vOBu~qKB!r%qjo7Rb(Nq_Yy5(*kDw)1 z=~|C=vo#NldvdAW$$b&$HW`KW49qs3*jD-lDd(HoTzy_V#Np^CX;gPLSA2@VC1hh% zHs-4Zg=jn@H3ru*y3xb^Cb}(@izd!O=+v(m_4u0aLv>w(r56hlYVH0NYQf&hO>SF^ zD#E2N`$D6mf#NmE(4WwI)GGtJe4?B`qLqTYPZ%{hNV+{f5Q)g~=YBij9C1%124SwJ zwzOnrZ=|U{g)(6(oOf5?CT*vUV^S!xOIXl6K4{n)x^JCC-J z!5It1dt{2Sv|qz^ROmQ3r|i9_SXoSbsNnNC4;=7ll>!ZNcM*M`9X66CbVA&k&b1^u zoe2783qDCMAqPDOm)5&1^0vqDi#7-ym3q8~f8dpW$N{BDE>hpuOWuEmBIUsQ{~+d5 zcFzw+CXD|xU+eeIP{Ki^qwK^coT4ACQM=06$HMN{JF-B9vlnw&l?X)*$b|FUR@c?IKhxQbs`KS!eQE(g!6hAXVV?}syR zv0SmBZBYk9Bp5Y8g>+0lN|*-LOi|EXRLl3~0qE{>G;s%sjOQc`0u52|Bt!EW7! z(KD=Z>!Ba?Kld!{IvSrexoSIs0sGs3#8Fo)p*cB9ubB~DpTZo!EE>DJ8mo~~a=L`Z z(buOxNP%D!Exu+|j3|fQjh0ldjo-hIj*TgE9g(}a2li4cfY9iwGT)4H{6&fck=$yy z1j*DFHTN_Q(nL@q39#%{Z|cP%QUUJobOM3Gwbl2-RN~gUi#+j5*ALLF7)?|af^@SR zu!>E(*{Do%a&oLELo~)g|Ax4aOL>FO0rtiRhxm^iV=~a4bK6X}IhM_0Ft5O3Y5B*uEYN*EpC?#WB&Nhq9x0@7=}p0PCda?Kn7Wrx(1W$` zC0EiY$+g@S2=38Tv5(ooYOj2d7cWDEX0k;KF*T>;{rjgycUM)wVx-NzF4G zv6zB4=$+@Yp23gnnNAtDY?#7>0E>#0_4ESza*WX)@&m-57ZB(yo0&VpyQ`hBne_I& zg@r%0Ul>u=eJ8n-TzY2z(uT>gn zGQ8kvKa53{GL6g8lsH!LS@KUKw@KVHh3sBt8dsY(JD=75@LHj?=*@EJcrBe}TCb?f zmJO9Vzvb{T@bGrSCY|o-jRy^9tIWR|wM1NleM@)aiN4qrt^fWlal371f5x_)IE|x| z;?${nem|qU-o74C3Pil~Qh01jb;?+VQ0LlZ`kXrHGgofz^D9Ma8<(}zD`w_k?g)HJ zdp=P?g(;Fy&?;#bWaXbWsFfJlCYm1S@`(2q`$^@UDY)+cua|g)jI0jE#N#JVs%MH^ zy{hWMb>V`zS(Jzc@L=-`FDx-q)c3Xnu{S?YI75zZ*_9Vrv}Oo>*x(a|Z~ zj1D>T(iWel>YhwqY93L}@MGl?UdNPqgd5L7X2IH(Z;-Q?w0QdT>1kMVS9tTAn-_#Ho>859ts0KNl$}Di?;5eOTOZN(Z?Z*Rx9@K(wKbJ(Sy@ZVA!JL;;t9GN~u)? z5ZxbaI`W|0EC_oXTZ3X&hghfTYDvRww4UU~;^y*%8jTBhT97P&(P@r*b90)t`VTD1 z>pC^=r5o;Bzw-4igX@r+4*rPCHCw}fJI4L%)+ot&Q-9{WCdc89;L^}xM?yBGy<5!2 ziCw`G?g?z;(%R$XT0HQsQEi1?;2zL{EBTip%HSjZ78KoTvAtz7!;Obptgtpc$YdL; zK4Pj7laRhI1hErxV#inn!8WK1a5AWzE5;}jYJZPUO!*B+ON|96w;x%0GWiGgtY7^8 z{MSP3n2n9UYl+_bw4n3FH!wFWyH1ri@D-ha&f*Nb2m{!9g&2H5kpt0G6BHC=LNW?= zgVy|3*euoku>#?wD1liGpN}IP_!SKxqy9u+L(TQ$XSTsDn@)vEZBDcG7dD?Q`ClZ@ zz2TZt`n_o1DgWo3WV{Axv=xkl3(e$J*fOk9>VQ%kEyz54bO{ptT%p~LQul61>g3Hl;qS~r?yj$)&@%P&4T+k1(IL} zoaV!``gv6y1f>Cs%)UvTNq`ss77IW*pY-f0;nuwWG?HhtNk}%g&A3lEp;26Xc&v6C zuSTNN6c%dLRc8Krl%M}(6OTMd1hw3+*})3KsvUT5rtoS6N3wQ!(f_oTH@_I3W7sNZ zugF6;%l%!X$Ly!;pzH6y+cotImy}dE0lF?PXe&5Af668RmrFHJ*w!f!qs;hE^LdUO z3psC0_cUwfTj)zYpF&@%azb?4W;&7xuVw|lsUT!DWXM3KbW2$+u@h-DrN$Gc|d*^P44s5Qjo^o|$No~a5KN2Mh=pO2C1pQQ>jc7%G zPAN@L1EbsRSqqx4a<#xxI!}XtAtlKx+MC@=8o#{8 zsA-{H1!1(WGVSQ4{H2Y}$}S5YCq7?o2p2v^J~`*NW8jLPmxs$co0q0N6ZYJ7@#HR99aFuf4A)!J8>y~%_8!N?q^uHnL@ z6ZBkxrsk1=LN`z)#XAG{*B+SMSiH?!YkwQBh@GM@{q4k7!mG2Z56$pwY=2{2=!h)n zHFBBury&z4(n8~5Jt@p~%Bhfnl~I|QlseBh-?68Ang28?nlI-l`r<3&p$VYWYH%ze z(dR9`u}Z1gFxRXckIhPr@CNce8kjFk)Ydj8(q+^pH{=i5!4ZKZ#13ZT{z-=R#c!s$ zug{^#5~7%kuYBe=5Ez{{@{I?|NeC_MFg{DEHyP6H|Hu5+^=JP5ZjxrlTRDQ#8$}!h zS2+n4=gfjeoGh1kV7@i@uPLB&D~!l?;&6`Prv03dXlWK_o**RMIB|mF>Fp zgiGbtY!RQ_G|5bJ8_hFniX?`5D)MW06N%GEP0dLVGqmX$KY> zXB+7QZ)fxpM#5T07zxW|V>t3ENJ+&5iPzNhJ~Vw7tGq!7&lJk$^PSU4mwruE^i*|8 zK|~9ZJZ$a3ni6llUH@qFSz%0ZHqmxA(HHKLq;|75FE`e8(we#DG(2)G|9&=R^GjCu zu30S+0xz^@M<~Pmqzh=yNq42gZ}K4Tp)VPQObvy+thtq3-^9g_42t6|?d>UVXD9UX z_!3oZ_j%5p)Su^4mt%?KNC$I+MQe813w?DrU%>)E${&P)z`9BdS8Z#p#GgLW1rx-Rk!>t;L4o|BQRzq1f#TPf$uVCB>%z2 zMQW-YeY2A)x_W+}psQ4bfy%e71ldI-G-x&M-uSHXfq*5^hg+&wANkw zmKrVeFz|H^INBlAO(oSr?tpZ|{A45YkPw@xTm8I4`UtbPKt-*@yl1fcUhmJslp%;S zffBn6RfaDE42Ix~8;@LjT+g1a9i8XoP6)|wRlE{~70m^}nLo^!hJr+mv%`4*RYMu)Jz&wk{Y0lsHHbs& zT>;FOvzB2CO^5OZ8p6Mhst-p1_WSzU6Yta}Kv0EDi3c_pk*Z>DIIkc*^$tGZ*VI#& zk^nj}bbL@U?D#tycZmppOTIl2Fd-6wZiPoO@JY48CuLUM@D}lOB#p4=Ck?s&2D+)C z#Ep%Y>W+ z4)PAOn7I|xn`cqXNRZlhktB2kH>!tg2XNy6!YSnUCL=h6tN|kNgm)wR;NO8+8_$!F z54{c|MgX}pjqk*+v!6vm#owg-!>swgX4;(a+a{genXHg20dnesLK;BH5)MI+Xnf1H zo!FDE!3Tr-Um*>~M^U22ZRR{+ND(T9r&pylvHP=HQzKn>CIeK$w}+!z&bV_vrw zq;6y$Z<6z?12eoFBO`h4OLbiOzBsaCbg9}+xO|e!QH3#^pk`$U^tc}&=|Gv)epD0U zX;BDOVDgQiioazdt|yRoc;e$cibx4SQ2hLvEa)%< zkDxb$?1AUz-w~CD-}&u7kC>~6R`$SLNg2HfL-z5zx7BdY?x&EItdx8%K0tOX{=#X! z#gtf~F5|;xq9w4Iq12*Mu@UH3m=Tnr7?8j4eBr$a=Se_j{?J3{L`USGHq_o`VKUF#p{TV!N z%lF_JG#RV0{0M;U8CjT0&0PBaR?3D3&B#6xfozD1f^CJww|G9F#-x z`|p4z3ui?i!QgSj@`@0k^seyZAf-Pe_EuK0%V$j8y5Mii1FbOJwiqnhbW(QvUrCdG zZ=cHf&x=Azi;K|-3nnUmEG`XEYRO2cG4g}^ZDU$}CQsR|NaI4A@hevr_763E4K)Wn zfuuR)5_ARp-&sr*k@0cdh9J%r-mLwQq*AZc4fv$2WlP4v(ZhucG-S<@A(8{A9=HWa z;qdieS4$_*Uwktf{ygnD5wZcYBk3}zU@Hgw-CQM4CV&W*3}SqW}XCGoBU6${fb z0l~ZDaP30^#3pG(y&ocj%mxl3Fb$mURg}4g4Y@C2%p^uzX~RU=4C|TUd=7_w@E1El(6E2&MMI1(1u%5Ii$j*c3Pb z;UfDUyq!*Seu8`Z&2XU$Zk)$VboZ`yDt3TbJHm3cBZfBZ;e4J(r}GwEG}*XtxQq{W zru`>~DUbA#8R~g!$5wtHGB-AgXLr7z8tUoj!lI!=JWBd-_8@W^kyovGzAKHi~aM|l7aAT<=bUL70PAu zL8n)@Y{r5in%SrhzO%ch|G5+mLOjJX!`Z2a za!P)>j1{b#*1rrrMjJ?%cn+o@JJ(0 zhbB>4VL9r4CMywP#b(?K6-8cJ%!^a*4V<2fs9;(>B{)D#|B<_`k6S-asgj-URNPeJ$ZNaGCBg^ekep|fj(r! zr0L=Q-Y%W_z}Lr=;BqAa(8Xq^1E2ULhxp^i$x;Eq{eh77Y3SN|!u6%RgPLA5+le5p z$wZu4eS%?HvSLTZrN%Sm?U!tsZvCe z5_557N)PPq{8mDCTx9cxfjw>A?uXT%|$B}z9N@D11 z4pAVym%J%ET>?ms6|B4B?JqTMWrVGN2Geb^YyGfU3GG~_`q;4b=pdd858cR7bB6>D zB*z#yJ-q(9j4Php*w5$1>)@edL9BvBypDl?)sDBF4$(^$;v>o8z`w+3Mm<3FLm-^A z98v+VKYVyzJ^gO?&vj69Coh7c-2AITKg8XQjL-i<;O4E}w}J#0FJ8nrp{0$OBNXH3 z<{Is_qidf13c7J3w6}bu6W{a9&g@H7Sd1IJ5m_E?+G#Z{Idt}+o`vFj>-%^XbTmhS z*J=9mQ|T;2i|K*BZo-LRqD7gUVSPu7*r}i;3I8LlfRV+EstPJA;hi(|-!Wx-Gox6# zfyA-1BKZA!Dp+L;wshKmHmYa+1aS_6F}_tZ>UB2#DII)>YXu43h^`l2|6zFK=+Vbd zqF=otS{rI^PH*S4x3`~IpW@IfJ_YN+Rf7j0nz4)92Cv|UoUE*Bn7*;`fRn5#ub^}O zu0ZJ)J9Xms*}X5G!jaa^?ziQc=)HI^;&0v?ur@l`l|D8*G4*1W@a1@+N9>ZVy;nvy zUUu~&PnhIr6|;u(t_J6df(6&o>U{I5e*Bu3mo$9mgVOblyN)UF4rcRJT$-oOH%{|1 zRNEcH6C`9+_11U)KK)vm%7y%^UhEdhN}}z_Ob>`sJhLQt2DIgJb7Q>eNl6(RzY4OO zdGJPIO%*E+E-sz_Ht*!vSZt|=ni_Avx|Y`C!C_EyPu=VP`q-bX902lju)q5Fi4!kC z(*3}f^;z*ZyLP$mjVPtP>i$kDZ50Zyk^YGIO6vy-LvN+9qd4=Qs-E~vHXF-Us_<+y z``)1atwyQ`+0nCpv`H7eB`~19-(e)ZSXLRE@@e>CWIVA=`$P;-{j6n0p9Z|f!bl8wmkgiDDgHm#R)m~t-VbkF+z3@)b_ zUE+d!5E7z;z$2)E zxAjS+WMn4Lp827$$s3^N7J>!Lf)neII*}{-&#mPp5G)SNz*ClyGyXs}Vj5E&Ffec&Rqf^bS&jC72`v@co=qx5cqF|n_{dG0a z4IHV*>F82rXDC?}tFs?8c4^)RDSs}?Kzh;9(IGt)o@{8|dI1unZBy4TLCi4F2!1~E z?=5~ws;6?03FO}qd-`u3 z-&<@W!Fg1fGJqgLw8_$ZYwn^kesID5-W{c2b zHLTV%o{`AWPW+y-JnUryrq*JK1PYc;F4+7hk++BG1JlgR5w_ zUxtgy60Y4^0PDqz$qnmZNi>|O^=EJuRvkH*T(~mvdISZ3;I0#bn)+DHgBaF(P!EygksY0x;}@}29ZfNeeo8HdoHp(lu`JhIGn{c9o9(~yddvmI=rK10Cp+LTo%Pv-YOqJbl~OD zHmmF0@RC`!Vfvk?a2}DDRpSu|S2UnH1i{83iHJwohqVWIgOa93WP(EDARiG;S=ZoWHnN z(c6iv#gczW_P2^Z#odGr$W*RxC7FfQ!4zyIS^MHI(!9B zPBo?l6vu@R?tU7`QFT4H!>6WoKAYz5r8gzG$kyga%tNL{!^sS!KJDT^KwK_Fs;3H?ZB;R$^vWkiX zbrZ#W@{PqB@;Xp*;Tj(H_LAyAvNzq`4Y6n?DPrUQ6;~RYZ+}AxV$XY12Ex8H+PXG; zer)3Iw+5J8!-a|qy zOSqag{-<*@Am{<<&~wlUM7Srl131T_{j>A0@x*8i`Z=>;?V1-3xie<6?&q`Ry8lmW z-x=0a5VRWvDGG`rA_$_WpdiwNbdU~$C`xZi6GA{jN2(n`5GhJ%qS6VycSNO254}n6 zN()l&9R1pJpZh%b&zC<+a`v1(yR$R1v-7?)Dci^mp~x4$WNEMF9o(GB?th<`cgSk+ z(;X^yM`l<25pA_aVFTf3|0%yj&l?t^X=-ctK-!R?s|P?rmt+?x;098BWRg4oq9F?C zKzK=X$=$|=T%DoF+F9n9#ChRRjj*NW7d{vhS`zGa5qk;rjNG3a<%Z*_uQg3a?Cc@&(r6z;i($bKMMfd4(? z=qFUR4^Wk3`tZzH$H(bo0{&QWbtEgXzd_KeSd4*7eZJI7t;jlcM{Uz`{auF1SZF6^ z%?JF=en4To_aRzE)pO&7N58&9&;cCk;}U}6;}p6)uI!jj{X=WG+KJWLyKPw8k_#N^ z5%Fnomfe#hbJ~Hln28|9OX~Qm+Z&JsGWfKZp^|ho9=f2z3{`vCjx|jh*1wu{u5Ne& znI0tBrAj!6P>4TLq3v(~gzUw0cHr@WP`h;v%5J(@tcH=Rh$EV&qHeDP*(ycH54y*X znt%kEd)96V{arKqG?Zo%af52y`PkS|wTC#KT(Q4m-@DKD(Cnbr`#$&htJ4Ui(o5d+ zZ>|eM&>?^t_&uRh6!cO-SB8X!LcHXq_nqc0YuYOkZ~nKGUr7Ef4N_hQ$zyauIsY_H zDD%Iz$f^v+vSzxEXRDMu56L1;Rkg`2GC-j93sY{$Y*Yl3(+e2=%@y`Dbvw*<33;&s zD(G$epjtX+n?g5c@KuHymhnxgl1vh*EkssPZg=sBrfk;(?}#E21UKI!$yo5|XC}{n zZQC@VWB(&KC9S)#_$XH~NBV8!BcC%M9i+Ajb@$u;$gsDc@~vrK*8QXxR(|x?UuYfZ zIH5qlL~+9AIcLnv4g|B`Mluv? z!4Jinw8K28R_jo$w_W>&N)`{%1V=R@Z~_^oheq55jz`S$C{vW{BYMW2V)xL zyb3g=zd$j{pZG~?dps#nd!i@Ed}TSSNT8bW`U|x6aB**YvRe}uheu!Byg7Hk=MCJ` zVXF#-pWIY`+iD%5_p1%pbeRa5i}-ngfMsLute_z`O7M~>91-w~cs@*s51g3x%nVVd zw;AqfPcCXmOy>xz)LlDvGg1xV1hh61FCP%N8@e$& zRCxU>WQJ5+cL_ad6D(bEc}U^o?lu`UwBC?K9nog7$eJIlzu|I+m9pr1iOYk5Wk6ad zlC~Nff>U4RdpOm~yi{-$BS)cRe{X(2^&Jv;ffh$-GK_Bf)Zn3nd;3xWr^FxzmcSVqGFYL5Xtw5;8C!p@TOt{-%{12Rvr;cxmmQtu*8+Y!KYKR%~a6NMR&& z_iZ@E^XG6G2vm4b>kZwi_N6d8{dDxV6ked1u~BzsXt$~}!Og$kzh!vfLcv35_)EiH zW9A@qNtWIZ`?!YiP-luZZ01Ro+I^Ea1!YA>c9nwfuA9+uO)IO4u9=P$CUlii0~PVQ z>90RU>dHIZc7oa;C=>-N*(uqEBiM+SyQeRHk9UfQ=gQs1z#FhN&(&XD#?G0Ho+{C& z%1ax5fAaubpZE$zdp28>jlp9d9ZDCd5NvrukNI53ht*l>ie1IybB-JE!dh0;)u;nJ zJjN3PQB^X*FOS=-DJ#!l+f6^K30kwlUF76Yl=SW(dm2|AX)U^UaG`1eF_uVo*q}RR zcT;(BO`;%JI4k6Cne={SCl0uSgSy(!n5}<`x?KF`a`4^Z zc^)o_B<>FX4C(i0bA8SEgO4NkICX&EjB8soFvE0|x}vPdBTFVZ&b;(vB)Q_8%ZY#> z=PMyEFRjYM1fUMQM$tYMYC7Imv`4}Zd&_t@X!CwM<}R{Hv@vz>B}8&WTB_RrofK6C zM}IvM6|@PLr!YIqDxXDMvK{RnePotLLaXw!YD9~yaTZ-IdG59u{Wd!6JOGE^zC)ZnVKDb&@nDUGcR zeS7QR9coSdok>?jYOoG2cuo-H>S4I#QbUttb4z+b`RS7ZtWB4)<({fM`H_tA+zz>y|y0BNJY&`DLXWN3pN-&xvP+N;osu*!@&TAD<=mB+L_Fq zs<-Vt9;&S@*`xgZrEtlF^Na>Vs-Bdd@*%j}Q`!UkS|&07bcu9D)fL7Dsj(7iag)!p zmcdgksTGPp8U8J5SrrZxd5!bWH}&7Y1-F$=GK7|EgXZ7~6rP_vRi9>aGqkv|M*KGN zvJ=Pr{BvD}{{gSo~J zFPaAE{fV3B;S}FmnPaWEY^?av{Erb_=7&1mgev!3xAg$NjmgfNG7%#_+Zx9i7$!dk zUVU4&yXf#1kDtp~1R(V!K=$A9RqfmcZ0to|UJZmVRaH&xQ2+1qH(2|pQYO3oGh8!P zOiW86&C@stv)E0l(3I?*kz??fOQK&^PLlxic$r5h;|*}g-|jEO@&J2PD3gi1Tz`=R zACzr)oo_$XZ&w5aJhS};=@%|ssD}(TP9SfJ0M=FmpUp8U{Q}zvny-GQ8xAM+t3VzQ z6%?;Ea?HKprb9(AM`&n_89eMm&{IoPC1B@~l$|qV8)@m8Z_(KPdWM^l=YZT!ut|9B z3?xidLe*`Xwh#XL#2jRD!cDd^k*kFf88ezIG*c#a3ifF(Ald&mioB>2xoZQ{UcVwa-`C`BSD@j z3tMn<6S4)VzufwGr-hjl_aNP2Ku7%;^WM~Q$SR`e{!}E1I+c-}Yzw5=JgHt?@YoPR z)(yQ^Ax$+f2%;0*ART7vH&jh;@rGLH6@}fFR7cN*FD%#v1P1cp;#ocj2?|O^Vuu$} z=$acE1d4LsL`U-g_uSMO#X#xJbcKbHnbo75C4F2MId(Atz1dnEqF2ISetJ}1*p%hu zugANk>Jzxf(ao}3`7ua(J6A!Be3EwT@jNqFDK6LIq)CcjWd*zkegWl#1#Iy;N}Q~j z#c-eXU4MS1aWd7bejO6xhSfGg`9K(MvR#>-*V$M{CzAErL)pg1CpXS32fuGS$%YLK zSqr)_HK`gDGGOq+O?_g-P_2umwYBXnbwlcqoF;ndBA2$On$KjX%!io_CCfDrs>74C z;X+RjXIg)VITzDAhL4PhV9fS@HqDItbY6D8OG&(Ab?49OMQ-lKD_L3zk4t(Ch97Ij zNzUeI+_DGKVWAG^8kSMHCzMe=owM&6)7s$VPGxiXJj>o8Mj@{zK=LXMAL zZP%1@@T9PvsdwrMlNRl7Z+Xp9%Y+MQ{h+^E9OsXF{_y?_i~&%dR&OxIS=TSVdkiUD zYF1WBS4=C7Af0dAVA^hL!S2wa<~tiQ?#vC{?hO6T!9xISG`F`@d{S|8GuNx-&3MmD z(=m<~&nW4NV=SILI-=^{A#Gy;ILb!mF9&;&hiQJ<#h+xTCNUP0>0ulJ$i)Ylrf-2# zO%-4wQp6sDp)Mq0TD0IrOj^6e`~cCkBPeMQPNP0>c{@c(JM`G9+Uf(498`D?$aO!B z(e&=_)_j&F5IiI;JKTFt%gh0prKM1-Tpg-9x8wrcviIo}1P&^KLRiSy3i@U@<-lOE zoflo+|3(U9y+$4nF=({~x6eTpWyK;q`-|k96Wqk>G^GwU_tWPQy7TF<)nL>G(t<6PE={!%0kv}^-1b# z>b;Z}ZW&XHI@{2Ark5GMrWY_0@wD)xpC1S6y!#4{?L2zEzC|3{9y;X30^g(5=*Ujh zB-|rK-3cA1I+XE}-lnZj0JoYp%RyB{F^dA<0`>It0saF$MWoTJ%6JXZANTVg6>eX3 z4H_Q&7_SmxQMck?{c9Gv72*!46*)LK;@5FqYv?MY&-Y!H*Ms_z=b!b1&IPlyC@7WR z-9i8Ncdpawt5&{v^tM{G6f&l=%p9lzV;d0%WUTyfoPxc`tHJmBA1JRGMSQPsLH?ru zLR~$^t)~(F>Aqr`=v5C1UnTdy4NzxM=d*=(f(;w=kwMd1YNI-ZG%!QF9r*b1wo$P7 zFOH~>AcBUPJVAD<@{=#3QT^zZ82-w#AFmcUZPHc5up_P7@|lrek#_JeeAR_|!Q-oB zZZ%xhD5kTB{*$N$jzk>P@-t|p6&i?d&% zqGLHRV~k9IA0ba?dt8haCZ5Y%jitDaSAv?mqD@%EV^-|4;u_CCDEa!pkrTU+W_UX0= zVOO8HBQ8LF5*aZ>jFEp)hG$VohfsF@C{{|)LlXeLLX%LFvKP;B^6o0jm_Sz~@5bZK|Cj@)R{F-6a&PpHuZc6+T=^5}EHmRdnn*wAgr<=r}v zBO1m^xS>Pd@tK}kke3$|u&Ad8oUj2AvSA4jcK?PKws{*76JvKb?M}lMjJwf5Vsf&f zh;3Ik{BmDve`l2lY2pOvygq_)jfjn1%xQhJR8rTWUI$g2N?p1n_kRLPzu}Ffb2r22S65uK8{Rv=v%3 z9Opr!iD2-;)`3zAk7*ln8^HqgVod>^C9O3E#8js{?Jfb{%>YbGamgM+uQfGNN=8np zMI0?67#87IIzPyfr#~VsO)WDES-E4G7M9IPo5ihK%BUl^pbC@lL0n__e=%|PMfamYY%`vYtVC24&4Kq4rPzd?x+TYjMeUjNET=fJ51c=3s z<3_N5TqOWIVsDymR$N4M^gK!Wm=6#OaL+?rx&Y9@Q;dGlTTFMR@jzo^BaXL|-8$ds zL9tjECMIiJ;X!Asu5WeO&sRJdz=Xh2^eJe}&PKLvz7F1MCTFK~K2xaa=ov{B{U@g2 zZ`dpjR}Abx?(`f7`9uDykUx3<-ewEq1{m@>Ch7HF^N^?mgesE*iZ&ya6(wSbdr-R4 z$Wu|MuAx!jxi&NAxdTkPo#9ysio?7Nj$GbPE{Ql*E-{QvLY)K%@Iv9HVII`{x*F!; z5N1AnPer=~XNl=bx#eRzzSGBbJ({>QZ@mxKM%RI>y?*FRxB$iDLhiQQ$k5QS0!cx^ zj&P|)mLGQ<$*zGE?#g=$#=oLUlb9!`$KG+HDnToP?!W2whniMCX{!wS8gl~ z@qmo+hXCaEGK^Q)5jJsmZ2F{X6FzK@;2qE^MKa1-jG5mZ;`)NHZwIlpML)5DbZufO}i82fw!F{09c+d}oq|(D>n*swd$h6b9K-8&xQ?!P`T2i2EgakyOO@`O>>rO6-h-W*=# zYaQyj*a38uu+8m+d3A24r5;|>EXTbCh6I^Qp?kf^k?8DDSrI~kgabwZJkG6_PV_x2 zd}<1|D=Jy$;xi^?u8Ym6x8i3b_o{&es`VC8i~I4ew_Q=lHZ4_qjWjAI3XWh@jErJ> zaBMj(C1)-@sC`Z+Xg_#ucCaKbh*hlPQ%3lmIOmG2zg?0h)lgl8Ly9)6 z8qzI-Y=lVWvoVoZX~ESJR?Vk+Qd;3)Bob6)0~~+bDa|AXozr3wvAqC`H{zW9bCvt| zKVAXqJS2NwsImMsS4#PXGqxRcT`@sn_Dy_n;*`D=_51&h4L zs+2{Mxwg+8(504ZGwoK5vays6f6N0lkA2e4vtgd_d@g%VFTH`y4T1DMw3A--?dH!~%UDyQ_ zQj$XqI&=$;$(uFy+mQ{AFGeW+ZKGlhZnjATncI9Z8FlQ(=}fB@{L~&Wu)$jR3fkZS zURt6yE9{31fk2 z?h~g{LGMM*%sj}#C1?PCH0tqxErYVr$A^t3TVnG}@g`1xNYXst)R!QXXF2-#ituttg3>A`{^Kot!~gL^YESaM2Q{?4y3<0D4$}!t( z`mkjXvb>Re#xedzMT*$ZIU-?RKpD|)Go7i|AqjvjD_YaP3$*cSk!Ij$7*_MC1u3u1 z?D;=XG&1cn6Oe^VfBL5m!MRv&wifr=d>Ar`Fn^VNUmPsyluQD(2=ue9uU@|{K-&+_ z&#;k533jv3_yZJW%`||Ryt%-DU?7qXTA$OoxN{|Gn^np)e;rC^=mEdU)Nfeg zQiZG5@zggDPLt_Ctb@SF#AFSM;KxqwBfyLq0#;im%cSDRCd+iI^s#>X^505M70lw! zDN%X1n_fy+0_ejSQ8p=mnqBs~0vNdPxkR9F(lO4J8h#M>@J2u#5XdpPuS zd^{1vxueX@AxhjOja3Xc5k%Sr71IDbnjBG4QTLf(vs->A_4c=?bsf2wo~uqKup8z| zoJD*_Af+)x*kdB*=257}At+i@b_7gm<7tQTbFfgtevj8hTl((KnE<8(fwCePyem2C3lnmmM*t{FmE0VC^4A85U?S(e9=y)pz+i#e%SO;RU5B^i_xID2 z)&As}*!+N{r!)-BBakMO$w{o*-H6sl14uK^caiTj6B8G&VWDtAYb5{|Lulr}2Nr52 z7?%~&vR-Q|SpKqw61DBB|CCy^y$A_ZPS_%+Y0Xs=U|wpeG%T>am{qZXzgf2q!-(&( z0eMfD2W_s~nO}Z8Q7tK|gji}AX-S-|kk%bhmIDhN{`4uuAK<323tk7JR^g^~)@vhA z(3Wn92m%Xfon$hIdI!N!R6pnbvpVSln=<0BdCc5)S8D>W!>@q9=wX-K1dO1ZP|#$3 z7UJsHwVkt%!Zv4R6!F{<+{DzeZ~i z*FQ?aEfb+$y!}auZgueU=L=3*_jGF$iC2}Cm7BnQ{iczVGQs z>Sr0vk2DCe0dHo?@!lSY&7JHTraP5jrQR7tz5p zQUdLt^OU=rc?o(Caqmf-&;Mn)XTqj|Nu6ez3TAT*`UoO<(d- z*)`ZD3Ke~9juvfQu!fCHrX@IGxwbu-*u{~m5%U2cca3t=>J^ZfoS4vqV?<)C+wg3G zJ%Hq<3ciQ1FB?S0$2&m%9Q~Y}939BT(JyoySIQfL-GpSEj9E1*{njU?DKRw}o*_*c z3AfTp{XDBFN%5k)o`WFQI<0Y1#!YLxL8nE3tSH*rrgeilj)zFgQ%<}rIqD%^b8K9i zC7(!LD%v_!`-deioO4iE+%r_(Xq9&vZDV4!n$g`#=Hx)bCRO+ z(4sz2ZOcgGjmy_@NR)}LT6d2T#TI7N-5Gq;X<+DW0z05rgGv~~*qDN5P_lyFgb3mi zz;qkT4_zF}B3=(UCGbTu`Izc&RpFrpm75Bx(VS>VWHMwE)(<=*&1)~Z`IENW zl86@<<+sxjQdG_pbMsJXt6TUq(Wj=eE$M5&WSRX?=?bWi0Y+|@U)*d2gJ|4*PVq>7 zYEcI?bljNbRf*=n#M`*BxJNu1nFO2kBj)s?8)4XUo>!Q^JT! zh%3+mUQo}_$dGjkw=CzUgkUt$fNy zro&Hy;|Sy-vl^HpmtW}(VO)QJJnO@;j_QN3}*6ivKvgRldUKM87j zAHvQV@_)XJ9nQ$N$tnA?kxA}KS({QmtL*kTFnQpRq0!E@sfb<8tw zu`KbGytqI(r73Omcoe%VC+|~ZH6>2>Rwh6H7$KwrRmwWWfW)|Giy|oMY2)lC_y3s2qGcFQK z>8xWtyrS8wD!@b(1_i!PX1%BP(%`r;XkLfyO4TdPHm(u(Xn zE9M~1dlMp5&EaB*tAY@yXH5fJU~MT9Mu6ZOe%3h?7^z{GYCQD^VG*t?4CB zqA448rB0T61Fv-EB5c+%8>SExE@jO)bieW92yU;U8>J-Z*Qv5y=ARhTHZE{gORY5#l#CaREn z_hz>IHHb&^_FEW5<1keg*4oQL3FP;{CEFMLWQd`&*v$MR0p!$IgFw|gM=Kb z9r|MolO;OZGh%m>b`!nrT`U$rTm9+cE6slphGQ$ofKHH;phU^`A(2Tx!Nl_d7}G(d z1WtQes>eZ8I3r~ZgpDoLl#Pf6=4@-W5V;bD>%*CC|05V&EeX$o&;JN*{(obY|4SFp bOKkdn{N(lfIRD}mqzkHwnhKfM%^v?BhZY|c literal 0 HcmV?d00001 diff --git a/tests/pe2pe_latency_plots/h2_intra_vertical.png b/tests/pe2pe_latency_plots/h2_intra_vertical.png new file mode 100644 index 0000000000000000000000000000000000000000..a7af54138898fbc54f7633aff67b1a8feb55a219 GIT binary patch literal 49178 zcmce;WmHt}7e5LHN{NCN&pd9L;3_Il8puz=Tm58QCA5dJ&`o4Rg14Q@}bopBz98NIp*i}}nbOc#g4 z#MESAez|!OoUFi!uOPTpSHi{Svu66EKRMnp-LqvWdvx7}k@@dc?mUQ)#`*8(&&91c z3NnAMTW@ibLjPX0SFZBk`Fn|9!!!EtMyH!Zt^eJ(a+~ta`@i>fGx6h){k<>txe*TA ze>aBw|M$SjciGu2V&dXDr~HKo)i zdHwoz$yFIsVeHEnMg-k;zLsz_=dC;&<->mF-p5muzxIfWi?CYZ*^cv&R7kRr#b>P& zgL~q^Wb8@{>E7F_i?i+RS7T#iYqzSWW8&jSGpEarNX!sCdgeY&UYkWVAMN~)7eiFl z)dRa2{AZZEUdenX{X2O#b}!F%Oy-+?OWppQj<-N9y%yfy;CA}+?%g{|aVHi7&sFlT zU0us_-a8$;i|u>c4Lh%Ye#`9c?k??i)LFhkzW-w&u%yJk;LK%nOwpIW!ew2JR>CD8 z5*;0yFZ_2=ZZUFl68N4Sz7yu+;P?{4;1~LyjQz94Q2IS_JftqYq{r=}S$77%ivumm zvtJd*KT_BmJ(#$?H-Rg~wdsRs{U`?9GY7kltIptmF2JUc^rp4- z$$|di<~Yfp%cBejHlu6hMccKH z|C|f))~%2Rg@hD1v#q_JsREczhm4V zjB8ot<)q^V-gYVeS23wDw@I^&OJ5%!e)E3H1InrT*~8Q|493Z4_sfk9krV?%wXF|b z7o*CL)5-~K#m1^^#!>z$mlr+zM%HJCTO0QM4%@5JET#`~PDRT+_stJdyXO-# zG8lLpcc0l#R~L26$8S3BEp<=|ybd~@K0G|^jA45IeZLTGt=H6|W#~&@pjD!&;V7~Z@{g?UNm9eVt+xIFhh?bGzU3nL6@xESgML*~xQWNJ znYFO{2D#JB;NT!!^a`GdEGbscA`2xZwQ#d&}85NGvu}FKT zQ(=xYiD`Ko&RZ`lbwjb;`PE=WrIv=qVgMnp%Hr^cR2%$wwVn@~&o1%w?jJF&X-KEW zwCJ2nw*G#Of3hGSB^QvXUqb4~db{QFbaSJAveY>6^hs7zwe4hpMY`upDGTSd!56x^ zAL|k0MS6MCjFgYu3LOpGh56n#D`!Y=?5Il9#&n7JU;4P}VT_-sk3?Q(hR~~x2Q>1^ z-j*gmX@zi}c_04z()#x5^o2)gsKmRd(9puL#)qQ5o`e1U533)8MTo4v04ssI_#Dn_ z{rwVzCzRXCTpWn93U)__hhtk4Wmz4*BO@aptI*%S|BQ=|cP%b1u1`%(b$eXg^5*xgeH6Xt`dNVq>(g@J0A&t8Z1 zbTO>qqm*c(pCL4Jferk4QWo10l zi6JBm@ZYq_m(!nWYqdpFSq;zye%~M>=%+J<#c1lLAs|Ko*FNx2$?EP&j zw~prhwZ^j~Ggw(!^L*1OcyzO;ehj3HFYQSk%{W`1T_utHR@^l@A};!Xi)-}yjT@V( zX=$#TV@2SjlNK2oE$){mYc-pGME+!$Du>0km($HBKWNbDF)^P;Egufhw@8kio_d)y zocm1M)gbLK4Y@1zG$8O7yYI|(?pxKSiO%~}pqJyFxz8F8r);*oBxPjM-orkDU>yn# z&Gs(gK+5+V4;Jawq>tJ4+BS@Am9dWa)^e<~aidw+r8&qe58Zqb#fXtro%$ybEoF6# zJ@UcFKJEHcjq&wu)ME!uIgR*^#{qjap9q{@|lB=QX8YvkgZdjyRTS z-(}L2zje_<5Tv9UBDJZzJ=BmAy?fo_R$k|V)oPsPJZWcZ8UD>WX2&i(`nBIC2%pqL zMa?8`X{Bc&I#=Zn^iYK_Uc5kI{OYqqTFXqjpf4JVlH*q|FHeU2MXckEaYSbv0==Yj zM8B-3TRh*nQ5QY7t=D~#%7NUK*MM=3=L4;H!4Dp}11YJ&Ssbf;&;9r`&k2GiB zvfiY=QhV(t{+|)n*(aT~y}rGa+t@wZF&$qzITA5I8fIFUUniSrh%XV(t_&Z)9C@cv z?+HoNUH8(5!DcrOzNwBh86^3643n+&3nsnVdkP;WK zn-sy{8fnrFzR|rLOHw=aJfPAA4PT$>_AssEIXR25(QB(A5|1hS#uNL-#tWVe`3-VV zQCpqM)18}C1w6I%{C9LfWM^ik8JS8_@@$_O%NE{34nAZhyO0$_JYlylG}F(9wzA0f z(m3POG-7J@lrKR-AkrKO0AShW4iBK zt8r63;#u+O7Bi(Xv|?OS_j<_i*iT<0V_;7|jn~tF#i2UyBfGIq+ehf78R7?ouL&Bt zh-hVH@R5B{k<-&K)#pH@_}tYy-Eh>|B!4M=&{G8Jq1g2$MX<8Q!u9}335Rr!)qMRn z7i;b8Jrub(mH2*bNN~OSWRkNFJ@~+tk;9P82zmTu7d`@24G_^tPBeCKcyQY1m7uoh6 zN?`UlnFYD7&^gkfe`PnBKHOzbB&eb~eI6m}?mW8hEwQG<7ARPBDQcF4)DKul7NpHs ztW6Q@zcQ=qZtI+y(#O}LuNddbNg71FCKG(OQYM(FJ5eDDUAYAJP#T!@ejEDJ#gT~r zPHdW>O9FzoHt%^S5kYcJHAg#!cZ+p%NWOKl$|mun@iCNW)`)~bdd61I22x+?YAcvh zoO)xlY)~+zoIfI5QhkIN#+f~$0X6Ry@p)oI$zaP^!PD12HIk-XpQ(#EK{zvNs3j9O zNR0=&nAuVLDX)21Mn=RV7PNGAr#7TX&HH+Lb@d5kDbtrn#fO}vR|4Ne(uj&QkgOXU zYg_m5PoE}BvIj3eq;(%9u_YQ`MVd3&d!^NUC(B;16F8TW*Dy2>lqO&2^gG+CsW~>Q zRirX!`~ydNR}#Iwom(+Xc1MQ*z?RswIDEfB(5%P7qd<+T&UDm*A+(-tXV zKgBj4cunr)cKZiO%{sRJr)^cKN7ZaD@$g1LD)mv47p9F>P>~#zXZ@PavkEANi<9$X zBw=EeW6oxag2eb3sqB`o6454QpDXjz?;oHlW_9d3gZWL%{>0?g$+m+Zpg&fx5+pPB z@lPU%@MG2tq;0iJjhOsu$itv+8VK7b9 z4Nu7KOmZNnh2ALhTMGIv~^rwB0Z4 zoxx-45GI!LSCR{lIE`PJPl@!e@ZhQkL@Nlg;=;`P;e6tL;vpl%8mL1jIP1btif9RX zKGtzou%On(9C@YhE074&9-dt!*XM{fpN#wQrK5*eOSfTKng~6x$HV)M^H$!K)sfrVw9K{?c z=Zl^X^?;04JZ6iiier`SRoHf-lb=9LB3E}HY`JkePPR^sm?K925{!q$Gd7`k5+T3i z#T!J_54&q`mAdF5&IHpKA@!S(BY)3d7*UQU3e$+@i1S-pOr?D;oNub#OjRWBB~4?mCyYod3^q9tTjQ{j=07~n|-X*FRzek>LWNz z8vx;a8q+#BI6z0zOX(gRj2qU}-`hcUOMEU@TCZD6FNl&GV?-Rt0bHg8v$nR*@+F~@ z$Zq)Y(dPSUIRMS|#_hrD&F7dt_2R4Cn`mr|u1`v$OlxRp&|TIXQ-aqYmcC7mu5(^P zE${B`emgliSwH=~p4G6|NrN`o%AdAxne`~Hv6~+I(OeGS1&i)tY-}tcDk@rat2mWL z{1Tv4;VCV+GQEkOfyd%?7=Xp-WyFQz_=25{;?z#_nUeeBI|`IDPs?%MeTDF5E8l)-sAoTN)6;igX?B)!@-!Ip8kzG9t@@Fg-sovS=tgJy&cp_ zC}%oqYScD>N(S{HR%|*sJ5T#Q&h;lt5wROlOchgwbzvlXoLP>BNp*1~9ptvz)g=e9WA!uO2{(le@QL(TkM-hvWHmMe+ZR3`)H|)gKlfUgox?`+EaT zNKa4yquKKx0i*^vkoFJ~lk?-fn?yvCS<|m^M1=5L5@Bx1b@pIBz}21U3uuNU5xXg> zS-h*I$#SdXyDKa#ET6c(qtTh!+1GG!aUGnUH{;G&y4p7*JknyD7B;E&B<_1J-7K*J z7pmK`Th}50ccPzYHl6kS79~Fp%ypRJ-aTd(malL=uX0HPi?5pzzpfh&g^p8AlD+a$ z+~;qheU1F6M0xzDF``P?5stmbow%a$(AmYCjd_#V ze-u+=7v*??{g?0Jly7+6EGBkK@7bqdU%X!6|C`0Twy+e=*O}%%XH~Vv%*KXSGvh>P zD+hzoc^z!L>jQ64-LJGXC#<{<I`jyS%)ll=6Cr<-e+YprdaNHVR6XW}JuK0ZPNi*B3oR zNWm-P>+9PP?Y-O?d3>^#v9}ON(sqxSPU5cfkN&q+j?T{QzDKhmAZ!w#(P)G;Ep`K1 zzesx-KCu4oc(3ICM#K5Efg_#KBPNRVoym>|Ma8e)Bt8o6xb|hB!%KSJV_U4lbGZouo;*@$SxZiBU-C^f#i-SWrp*JQ;Fz>Nh@ z)qMVZMLk#H3kXI6t{YGdx&+}E|MR_9+}fo$^FI5;nuXe#SB{X901PIHIWm)yk{a1W z(TWG8J#t^_Vb2H>t_Lw_@7r^d#jI%QHoKZx^YwNnFo4f&R7(dRTpC-%39qkKbsq8? zlJrwjMK;7O6>+L3UA3<$dM)O0@Va-ruu_kU1L@6>PdVqqjo@maWNADsvK0fO(ewv@SCHJjoTM#};~P?Ey>F+*yVCjtfsnb^75BPWM@yK)!T7w z+ig!iCzLfm3&@Gt?j=RNjHE^vqw-#6sm^BW-JfQekWc(sZ97#dM;8c9SL~TE!*3~)QLA5aweqEQ;wSNPNcNnQK%b2z`p zu2CZ>3pNBSt9122g7pC0g~pqN-a6VffXaewN}8&NclwsovD9HZ7p!1)o)j^TC3g&+ z2ZT2Q!{`0~G!5^VSy&W=HA68e0HYi6t$oBs5AG7BEREUp6ivUBxUC)g!Rp?CsrA7^RUn*=xh$4_CZZ9Z2o=tFkAx2& z7#SI#Xawev@|vWu($XBp?_K~1EZXn~OCC70pQT86{m$PQ;fa5rtm(qa4XJSym%fU; z2T63n&%-PRx(FwJHFUJ+G11^L5C^JB7uVg?3ThYVCDeEO3Tct%{9uVGRXDdRroD~J!8XxE>gn_L$0 zj=k%u&a_Wooi3L_@LKgjy*2uC{wf|(E1<9+qdPR~9}*__)JgUB_A1r27^fJ6=T=p| zil*m@f+Y~xTU(AQ>EqLIh=W%NHVaEj&($hUO_OOpB83xAx3#w` zdwP#Z)o|cftE~h6sRk9NlrE{`N{INxnXSgz!akd@T2O^wt#H-B=1XaQzN~K|Blkx< zIF*p?M2%H~ZoQBw>(To5_FTSVK%)y9F>Sr2O$-}lJ(e$phr6U8N*e*EPM*4YWI9vk zQU~8U{}}A`_q=*h7v17=UtMf@yuI^nr-xJM5Y!!EvgoR&>?<>|D$^w?h9O+7KUm@) zP?^7l%U^LYHDv*{RmmaUbdN)|%{Z^{U=?e*Vx@>qyj6|qa~wObM$!!gpJ8!5PYXx^ zC|xdC_)hKeEe%$3|Fh|NXh#jJVxoqVqob8O&SP?_K(5&uGf!kL5!q`1T%3eaubuOSOjpQNEAg%K?i`0E#Ul#>?DUI8X=WxWX#?Z` zzpu^KwV|FdvvnAa;YAx#iP}n}*YK!0CgRtcHZ50kmX&7&nNgKYPlXUZV>^pmQ>fR3 z!MUlONTk8_#w@_Q%fH#VdEW-rR5tG1Y|QuR3AeqHUK<sR3U zPBofH1pJ$)rzc8+cd>rmb_8!kSohfxQhI_BySMi9i$@olB9mpkc(0TAH%(Le-9MMw z9YS7|UA{GKbndH@-7a9@ov4(2eOzOk*yFN=&($jOt2o=EO00_8^}CCRWqXU=>gR;s zWe~)(pM8K51xT8N(LY~4X*;NN25hqZ;geARa5oS*8$)DDt zrg&!fv81_Xah#*@F;WLJd#s*VRA?Lam3@ORWY5bv8< z?z#m<3?=ZQha~qSP{qC6-ygYeL;IwY-53z9obj4+-|YFQTDWIFm~~p5%mQhxKqqaL zR=y!sRHsGjS#!U{MT!3fM8l<|c8Ne3iRgFX*%X2_yrs>E=t7tv!p^~BO)mNNP4zhW z=biEgU~|Nv!V5(y=_#k1_Ju>OdxE};FMr?stv0#1VJx+{IK|IxzaEik-2>GTe#tf{ z97CV2CR6cSUNG$~?nH1;#{-J3O`DP3OZ&-4^LN!9;hJN}gt7)web%q?u3Bx03X-fg zzvR0g##omHY3eA+)jxyWEGR65PQ!sn(Fo}70doQPd+rXFr%KO0S>YIz8sRoy9O?;Q zYN47(q)q@^BnryH%a=?#0cC~pXF$e9qRODbAw*Q4%~hr8oEQMC=A4mNkph_eyFe1J zD+}6AoNb+8&cKP+bcB8$6C0-_wai5a6= z9SRFSmLg8b$TZAja-vMDEs}TTJI|-&gMU6?pIz^7eO?ro@2^cLJ6(h z`O97jrc}C6Aavg6ptxYM#AJ}F7xkyT9=iC}Jdv?gBBa0cbT7N9|8()e(0}%#{l#RC zS-~W2aK2j=_ON-*COwfFiTUVd;yn-dOUg(M?YY|Ur6U=lQXPbw^h>@5KKoJ85=~E< zYWL1c%g%-k-S9l*7BClJx8SdrepbSB+KF#TYG|Knz@B&17zT;nQ}`80c;jVT@|POL zzX%+_D^2c_S^~&;?(*_HNmg~UaZXg`@Y5tA>3bJ}pV$=5j-`bEXQ|+F$uA`>DN$^v zn08jlvr4MBlF{eC$HM;F)aT~L=4J}dqFj;5KU+mP^LkfbnTMi8^T~Y*YP;vVbmNbR z_T$MM;0mQLqK6RwgK#=;ufFOlwN#{To=&(CKNBu@(I&trekaiTx-Mq-*Z+JSvDYsW z^a5TKjP5R{XGKo&QBNrHSUhADY<=BjZvQ`b2e;8$CNsH@|7?c6ZMZZ#Ly=RG2xbFO8ZDl;Qup{sImk5$wZQ7 zDA00IIJRJ01{H)Hw855_hq)$FhMu$kZ=4%n7gC%SY6+Sjk&x3&OX;UMUhF>Tr)CJ* z#x;=q1N&N6upJtzGz7}3U{K(HNKB-ee*OBj1MqLSoNx^E_6CH96M`csB^DM!?{#x6 z%{@JbBoHj0ZG>h)yRvuG(#Q)M$4&1Rn)Z^!6hiZ;@b=Ri>P0szO-;J*N< zy^~K%OA9y@o?ow;nb8l=u)?>`?OOZsBlz1ll?ZBK0zkm=-=dTF{>xoWO)cV#Pp`VL zW13FNt8z-(VWIV2jm<-9nU^n7zJU1)xkXoTzHJgM6@0S4);>N?5%mKI>zzQmGZ{9i zT}$`g1!Uq9NK92f9d84c&o0K*TkAYIB-{`dt;1m3wLL?M-rigct0P+~+sibS^l^L~ zbmpmhszOKF@MIblU3@i65FM?Ak=by06Mz0a;FGq|DLc%~Qd#WTB+xG9WK+_0Ko(gO@%~OTSrHJ>cYQ165uW5TB?@8ZiWOerI<2?z64~ey^g= zu*fu0bZ&whYClzp9O$a@I_?vo!Mw(uPqc5 z*Arm5o{p$Y5ElT)L!Ay-DlBNY_XrDs%HappJcvKBA>(QzF^-LG6Z8wK!P76hmJq4} zH+S7CehQFYE!~RS_4a8wElZfN5g^?SCZ@^tYX;5`Xu`qcKPS#BD}Q=S7v?R@9tU6_xl0Tu^7b~o)?@|#u@jrM@vj)BgXkf#60!$%!bTj~YOr}qH z@ib4x26k|)i@AIrnV|m#-l?WNZgiT*crmQATKVw>v}$X*W~VYrKte)S z1GQRvc{cw?WSW=!2?+^_52(B&r&w_yVsVaTJV+F(ZQRhm2-RDjaqfMBS>2LgLw>^Q zkx37&)EW*G9oU!@I|;qLy-mJ`-Z=)MJ@wY;+&(X$>@-3XF0Nd?iXIv<=S3osSi(T# zod)MmDept*8ZujEUQsq(8Nc8U`0j|=Z;D+~J2Q3az7tD8|E>>F1_bDVm?cv063cp6 z4ANp9F=qlXyz7|bRmtO%6XV_w920=KtuPUmys_mA4r^%lrN+3`?w23j3LeteNqnn7 zk<)%Ixf{)KQM&jAKPmo0>#mI%5MCwHT*&S{efqSsdSpbc5nC8P!T|E=eR;Vc`r;UX zmak()dIA85R%HamM?b!tIQC{&N>#z_n4F~A953ktntIXH>RM?jzebZ3?Eb4L86O`> zEF)k(&7vZI6Jb&Zh!AK>1Yv?nY?m>0r=lEMo2?|yi2W%a2Zx+%V7j#LDMz#gaNBT} z_J-i(IsKXt5JuDi6AxgHp8)#-LDY!ZQ8-_7D=-wyW$yD@y-qT65DHvm@X<{2qwEOi}wuin@A%*0uE^k!K>Le5g!MF#g zHRC=6&&EK#i+BR>XS;!5JrIrSE9A{o{EqDX&-Ajk1aCn*4|`|~sq!Wp-0jaVcKo$) z-zr5zce4vhq5P|LUQ6%Up$9G--;tfZEJP4~H+Of@YB|Qu=^DO!y!!dil4D}_0dt00 zQ+}3o?e+;BJ`bta+F)A2VSEN_Z7N4{w>-*+^e(G@a@;pBK$0u~zuQlAK_Wr<2%RQp zQBmyn5UGNhKhsm~wu!yvE)7PTzRQbK-fhA3Q)s&Hp$>U~;!t3!^2wWp=Cf^eV@>IY zmOGw_3(fFZ2@PUUgPmzi7wS~Rq^1%%Pc*pm2?_~mynuBcQ_DUPj)8BGHm}l(Zk1m~ z`=39*u!B4ib&+dc&rSK3r_4Ye%6cs&4s{Hs+Pd(2pUrz86-L}M5cv4F+23lzpLf!y zR1?-Qh{Hkna#C0oJ~%dV7Mat{c-t1HYvNsE#HX>|gh@?za5uZ5XJes`tNkoNq4X{} zdCs$<{%_u#nB3-^Nnc`m&y_pm^eop>y|?Q)&t<>G!sB@qgTEvFJZ_5BH~602tGP_l zojIE2pnHUXTi{Yig^vzb_7y`%SZ;oFlS*KGee*tsDF}M8(hxy6S7!36VtbUdlLZIT z8o#y<>`PrjLy}qk9vvOl0X)v!gr-SWI-FUGS4$)AAQ%q-;h0aNw$cz(Ja+fqJuC=l z1H6r?Z9H!a>6Dq({pTL`n@1^{gL?ZHNAm^p$n_8$jCQsYC&N!!hj@p15ISnuD?DgW zv(NmL+ZuwD)YUo?_RZws>YONys7)`wpDrir*YlH$5_Lsl`b-i@>J_3@4`VkRA+WYp&zN4U!Xb``LrI+5tKXZOOnSf6 zD`DcTpHK2bLAJH>ORR&l@op8l2>F{;;$o;(PQyyI-8A&JHN?-anV_FU`q(I|H}0)V zoexltptp4@En}_Y!@eEwEo-15o$A#h)fMWp#{+O$-u}*kEm=2>oEv1 zs*4(&t%`CKF!4XYFJ_(o)~aKa|I3GKhR7$qNBCrHSYI1zvoOLtVWadK?{jTwvfwH= zGf7MJkpazOe5xZZV|C6icCKa!#~w^=FcDQiW#vPYhHKnN`V3AS8d>)h^;o$^UEPAQ zZ>;*&Gzcr}A@@$7T zif9E)Z4=9c?Ofv|_pJ3JsHAx_d};tbC} z#f6nZZOs~dCK%(%dP0cR(86ilknSDGkw)?p`Oc1BXAWZ}HuJbA+_>6st$-iNaq{J~ z5D2bp_cGS@`Egd;iwS51E$C?whfVLTAyTbh8dG&~Wf!zq9h@t;tTfgny1cTNfa_lV z$bLPi`A+{?Ep7NYo%{=}dX_%NZW+xVUX6GL1_qIrJWP}Pw`z07?;`y~S%(7Gi55UH zZkiF5h|Y%(GMpnKdvznre4k`L{=v?^6mWUR!F;z$2kfUu&pK~Hav=3K)tXhY+Yy3i zHly$3Sz4*8-K}u8WfPaj2ZeY8UF6@YwiZQNT;1jjc3{=eLzef2kUj$g+dTqgyRerZ zz4xy&^BN}fQ>slKSX9ngK?E{kuMjgsd8M>6&8o^kdN=0wgi9lmqfU7}fNyrkY$Fi3ioPWsB`Xg4eL6b?E)&inX9mp;*_$1`T1mEm6Z4Whr+)3*rn(s1C*Bs5h_%dhj5cGNMrI)U*97$3Y+yPtKM&D4bHyY zS%_kL^h`$P71#Qe(CO*LXA)@}gS(eg?Yl`U4eQJC+r5~~Ho(6Zf*D@VM9+>z-duQ9YOPEwillai|v@$~AcWqpauNrH8@!mWe9_D*`p zXctTLGN=PuiA86={c5hri9^_ zn&K{>Yk5|z)kEegANl{2=}oVVKM{sDM+Ujqszb%-GL++ zvNgn!JjnKLK<37OkaPDtagbqKwcd2>GeMLfE)S8u0O6sl*yi6$5S9pS5Ht?jzJfcF zBZ~XJQao}}&9kEP65*D(?Hs=(AR(>Y^rv*}kEnQCm8M1Kk)|8f8?&vU*#`FlYc0KO zh#ka4o%It{bQXP;-PT`TU|GQB4{LIr@qK08gekNc*96*|b8&mWu^E5AElX?{ykK%%6QqZ{_wwb- zY7c$P8PLC?>vzWL;gARM8!IS{0^MJ2_Fn$Ma&@M3dg8AHbrM~6681SwVu{bHj~e?# z#PbB-B7T`@6d(0q0^&}usT%;xdb_~ZQto3RZ)A7*dD=r z`JhjTF%ENinm8RpqGf7Zd(BE`PL6FQPQ~W5vC@T`w9qU-lB$8*hPjV=fYigRO;U$O zo4lMy4VaQ(XeWGLV*Ah6;0{cp#qT(28gjO{o$3SZV7 zJn)+^ycyZEHof-pWU+d2RvNKLZM6Hl9xK14G2 zGBiP@ln*G0r&(|JCN@5iC0DsJ0hG+5fDh28id3j<9;w{i=-J)IUfW*MvDLlm!$*RP z@z(fMjN%N#+vZW{2QnN=2zWU z0|}9+USBZv<=k=Cz8&hf12ZlDh2YC$pxUX&5BKapV4&=7VfCSw-AzChxC|pmvP~7r zB*!rmD;_xkykG-rvEjydz0Q9_GpK6Q#SEJ@D=hoX9n(|0QuPU_78}&@`=<3RE>ww! z2sT`s)70)8`aBm~>Sx{a6{)XIZg&~{VOK(QVNC(z)s^Q?jm;utT<#2S$Fg%DHoHIg z5f$AYlmBFb^p%Gqp;!kCl5R2EX6SB(W;Z{f%c$#{95pr*MOGq8gl11qkLt4Q>OeVn z2($6ix$NE{%#XR-^2FH%CeNM)==y8ctGRzom-7C8O;Ip8Zk@XlZ^TT!Qusvm6%|Sk z6Fhr+qFcIqpOZ<0^8>c8gWHQc$}0_!08oweoHpJ~j+z{y%VxSr7soh)dY{m5l{ON0 zN`%T;eWWU+z4ztIEEPHZjyLmNVjk8zJPGvTQy1Hp$RB3~I*~mN9 zPNLrTv7$v7Gi~};^)Gu{%oL%2F;Hrl!e>+YP8sTIGM%^}MV(#<0wKsfECYjd`t-@b z@(5b6;XTc5_3m=iAG`LBlH#tThJ!^dYeV&+?I?yFs_-14;7Qx#oT!Qh>NAGN>PdH+{tHd+DvxyI;*-v#t|ZO_9fUtCKAA%!`6N7gH&X|kC(lhQhz znW>M>cCoI{^inn8mtp9x0(pnFFic;4|H}mAZ6(GtPGjwepPTW7SL=q8kX|)Z~HFU0<2M zj|W<$el*6}evSE|jfi7nKD!TjF}Zo_4W@SNlR;KTFYFcI^FHbhjkgYslGj8vP#!%#KPo-m%DVp=d@FEa0DHPRM96h#E^U_e{jcoJigQJp%TA!ybxT@r2p{|C z-7-*?1KBB|3|22XL`zZ7d2;H(KcaHBXTAQ~&(Cl7@bIOa9DZ+KA6gA!Az`jE=R?y; z?{v=Ode6Y3D1(A(jL{HN!{fgUhU8+7+I)EIvB|^@OL?1>gYGjsN-J6U5oNHW3v zDj8zcftk2S(J`~npBg(Scp;Pn$+x2mf)9g2xB~gor16XhW6D~96K$i9c4K2hMO!;G zCg%3R%hY_KU5Wcx7F|sj7IGwNwzx%{`~X!bRNWQiVKNwWO~F?mP%^KxLLkqGulm5H$u8*X<$P0KYt zh>vw-N_s5t)OU@5;CsS9a<{v11kM4_P~w9{D%OIp|7I%>^fE#hV8=Gp)#hpZ)eQ||%RmSc@b;1P zy6(NN5U25PsXmJY?rdC~pq9?M7GIk*gcJxBGtj@&Szi7o)f#RQWBWfgTsRB8vAaK) z#d*Bl!zEnp-OykJ2)!9;k$a1N>5|T->i?TG*|Dtzvj_vdwBV~6RHl5E&IUfN_@L)Cfs@0jiWr1a5ox|?E!fy;V+_N z^DF-M&^P595Cz+6#<|d}AJNCUVbrhS*nv{bWu!_!7MSXk6 zWY6a=+3)Cov-wNbPe*u8Kk=d=?8VKrx^I>=0Xq|4Rr*t6-s~?ucevC;u6%d@AR?bJ=i&GbnEg4FJ;9m}7t&7-Z39fwqZDg^AjyUL6`Y@3IdyW@Ax*FrAnPNj6H--jwO{5KF)3gozD*=wzI-N6SJ9xodFl{;^S zoOiM@hIX@n3fxVtXTW-03DG60q(b-{q>Z$7B?%G*MQf+c@d2U|ul;$#RMwGT9e(6N= zP8!p{#TP0-p%+Hex^{=7TBrwRW(MZTD!RHB>lambU7Q7~`O*ZS?^cdPEtWkz6|+8Z zCm73T*dgJ{s`({x0=m4&v}n9fNw2s3E%`qI^P8nfqt$>9Cjb^{4kI0(2-_bJW4u3&NN-{eI;mkC7y8{{Q+HAdRJK!N5w(HhJrn_cm>1agZU-MP7 zBJAAfJlTOT8NuW+k}Zd7LZJwvB{4U16_Nu$XHi>i2{iW4L5aUHXwSb%K(NvFN)~$n z5tV-|Ik5Tfs3H1^1*y-_4ntLQ&AJYdvI60%Ur@&$Z*cvu*L59m%Yf8>TerR4?<&hq^G7j{YK7%!h12!mhF=)#AJ z`sI*@uBCyLV1aYeN!%0^PR9GJSJ9}Q%*@QrYG6`D?STGno64PUna>x0{VJ@U_gId^ z1{838*QmCjFkak%X8+CS3E{cK+i!tF8GC!Xi#@PAN=yOg5|}y({r&y18eyl%y3*Ft z(&tWm(IV!Mpddy*zLJ6Ie&A`|TPEg1F!S&z`X(ZG8mv#xK*yuyL+XPxtZ7@YIUOLT z4FZX@TY42?ySnmtA{MD2-%C7NEdLUlB*lAgm}w5RW?>6nrm@jM{67sjhMx*RTrSue7xfpP3_5mKcNl1D<{I<^ zTk{eJE8&9c%f`WOgWZGvFM&Imf{hicH!u6SM5`O>#1`XlGm`|kugqRZt-zQG2&erR zJUAN%^9#fPFQcaRx_Y{NNXT>vw9j=szT6|30ewofKyjkB+s9y@+1c5Jx3ELldJe0* zCl(7zn(KA0AD8#>K7aD$4T{+v{en+OuWv-<&}%q;71-PjEKK>1y?%JGP!@`7zX8#) zj4SW^#P;Gw#OC1E`$wH$Kc%$f>FmS?HCXj``z>oJ%g1_fi~qZswj%oNl)a~ z8CfbE8G${i7ff*rM5u71r-7U)VsGe|XLV$C6*OfWpf$3&YV>zuo*6419%)#7O5r2r zOr%?M>+zO2%G`C%JDcg)3tJF%Th0iu-7@x5+uNeW4tnCO>W6t}mst(22N0F4e^?|h zYybnH&E9AXXvrwpDbF4Oo=98UME^cD+2Aegt}%V|P?t_~yH|blm|k-18+vl6oxCO@ z>I=X#cUDF*{9?@I_E>HUc^`S&JJkZTGutXIXD6rf4bEL)rxPV;#Q;mWy(`V%htX_2 z)b*(lq6k+XiPcdtwk7%Prk;891FIpI4-rt^nFL;)O3OPy@r)FDSfX8aMO<8bV-1M# z1*_rMj(H%@ECMdez8YZR$>@!)`wU`=B2AG{!KoG zdWubWhVaCNl;G6Q!94}fd}kfICd6jMn5moTMUJWyLnYo0G?7XI$8Y!GpvdJJSZ6iE zwo>yQ;15P00Y^gqBO;3>XtwK(1PuwKb*E7F3{p@{5=Ax1tFD5TT{h8Oh#N;BPlA<1v!Bbf_;Qep$4GXI@PIL=^iul2ZsKb<3RI-vOe9(F%$ z3AkJH+{45d50KxK)85y-jNQ~Ei|MDx(&0qSGNw2FOQp2xI<9nc^Qn4;lC0wcP#jKw|BjC6e<`Ninl-`I!@`7ZZZ_%t$OdrG=mV>cqHJqUAoJoz z+X6%;uk*j^ToYN^h-Yut{q;slg{r~mZJ#r@{r1L{Yx)mMAL*y2aeGC`nEw4AB|xM{ ztt4tLN4ioSJM=L@(N+;#76&(5&sVM~Y*64@;2APY5dT*xo04O~3QAqDM~&Oul@Ti3lSx-eqO3 z_?OheyTuHmKoPi{^4KYJSmfG#+51eaA84`ci;sC|cj12tJ0C(PrW^bMc*kaoC6iVR zz-vVT2Mj+8XXwz)JFW!(P0a?W|0=?0c;n%D?V4rQApk(?6%r(&L<>SsWzzoDuoCFO z=Px*qFY6!APq4*{DT6}p`uyA-KOel%e8_)gqiWv7N6#yOA$aX;{kBYTY^%vfmIRdJ zuk@4nh9vK}a{Tvgf;4GLA&TqoJPyX8wmp)@w(ic3Z5q$LkqgtnNMn&2%KfiU>L>M4 zzeU?sP@rD6uToYv+m5CJ5W5YahS2|qt?!Pfx_|#S6WNkY9U(G8_A0cEY_gJ7_U5*g z>=8=Yq3kVtlTmhdHYIyxul%m}(Pw=hzyI8iTgN%){TkQxTo>WiObjb3__VM~=}Uv| zr@hwDEMyI|CWciYi?O07dnwl1d}*vZ%Jf}8&fh-C@m7i@+ zOj<;5xrZF5w7Z0hNnl&n-_KGtVE$=ur(2xTy)RsYdh}RA*LL)s=9nnQ18EDl|gT9fedEbf=|cNmix8i|#UpmdFyCHm*Eqlnz`U z50(p$T|*H}thztACtK>1ua2Aw{c`_@3}0iM3LKf8wOy&GnOc}@OOqE%v z4w{9m99JE}GR4v9siTXhaSv?kI{hL=UZt`OXch@FFj-6Z#=7PfdOXa(!FgBVhTWu% zut?#|1KFKG^k#0u{Bd3lagDgwa^aQ4`b~+6vr=!eu|AfQzVd>HY((Pp&x%E>J@jd2 ze+FMU_hN~t;o-b5X@{c1=YVq3U`B{~(KuZbMKaI!jWs`s5>5VzK}2Nu9*x&PL?)B^ zf)ff6*$WNmt!{K@XYS1mlu3Jk@|k;La3;?k+{p-9(~`hG{jKKH-@-#6$N~Mn0<%e8 z!?+G(fuA|6W+JIjqH;mMB|GSS`T_hbyCtF6`Tn9c)UwEG?bFQ&L`8-_U3)=75`{89 zMM{heA+1Kx^!$_Q{AY_*KH0?-d9>dtpaf?Y{oD%8rL0lt>65UyvX}ROtG-cRrI4$t zZFqHcCd9mZ<>kn|jd`+pW8_H`nVg;&f~4*mEA6c*1DSjL>7R#J7v@41no@bq-RV(B z5?pXv$(H_ohxebAh{7Jff)r@A%pY5vn4GD=nDYVzK!D;kq5u4Y(?6dhS93e~O;yzi0}#x{^vbNtqEG#4%T{ zbdzx`r7UWWtD;)A#$3SRzuXlxN%>ScF`P)c8vGBOoZHK*HpXxcFFKrl`3bU>LO?!e z)l!zw{#%p@C+LgfVv24lG9@Ylbo0qqeDuu>AdTdfeRZT^G2JD6*x>wR(gt=Z>fGs> z&KET{!vUaTn4+gt$oB)-0oO&(fbz+>_8nj0*rBJimpJu5#VyM(G?{bv|`|1*b{ z9RSEU_QFEYH$)NE={rkjKXwt((~k1{>Gk7gs^!_*Syz99n|4^>9orluC(|N3eJx^9 zn@@yrXwUoyB*WT_q_|eDaj~17EQ0cMKbfW1**#EQKYrE?JAiQE%}D$&I2OFyFcKf2 zP*+bcP6q-pVoC$JMsg+)y(K_oH0Lu1H{?UsXGLJOVxGRO+~G*2fS1{Q1($N)Pj^NY zQ*bkV!?tI=d{MC9|5q49R|q%xfhcmeu$8gt$CoHFdiop_6?bUI9*sGJm&r^@Uthmu zErf>O2F#fzhtEnL9YNO7Eei`yaR~|Aoe|SnU{qJ1-;sf{bntF^pMl4stxmBKf1byz zkl~)Avu(@PW=g@F^*xu>#hZjcF$lJ$anwV!mdo!iY-E&_FK@m$bBTrJWAm|{o!vF7 zF<~4WoGH*dsyFO|BBXV7ysFS~Nxi(Pif-5AN5mZ@E@1}5<)6Wt9Q?EWts!_@ICS(u zeW<%PkMx4y8k{?Q+!1!+kFbt~#jcHG%XU*LltJ{BcrIF7)PVtQK3F#3iM0LEMh5v< zM5CpaDn2DFr|gsdBe@cC1c%bA7Fcn!32@S`VUvs1eT zoWDJrI04d|oq@xy%xi8sMPtx#r)Z^Red({*bGiX7_Jn2^CH4fm-JMriR-T@cAcY*X zh*R|exs%&$o%8A#K1AVw(>{O1({IJFC1l}wDnNlLdCK{{Glw-VHA@Yd_y{;cSN;t_ zQog{j7LvRK@4ammtH2>b(BZAs{qG9#!alLFv}*Fv9)O3d4wNl;qL41_F!KGl!;@SP zv~25gwErHU1ll^e_i4W~3R;x*J=fa_nE+zupR_e0cQbpQU@6{V`E;og?>otAsw44j z>(I)@lWC(m_|59Uj@J16FHTh6*;!fr&iLi>UpTw{JdCQQ-Lwx&j3Kzn1>|Lq#-Nva z-q+wdz0HSJ&%OJJZ7!%H+;}*Mm zUeAg2cB zw(Wa|v*#jsaxuP*9zL9IGg)2Op>0o!w+G4WEIM`MU5wZFqST0~nYZe`{_ta!Gew72RB!3?*vU0SY+tWj# z@Jv+NFP01;AjzAn8Z)qiT1pWF1&@T$qTl!*h(BBG!=Y&hujUlXgXoNlkcgGREroy$ zi|+tRc3Dk7rrt~%aCtUx({OKvV%q=Z5J>~iZdmIZ8MiDjE6av;&T-Vk_LH`?EwuHU z0|jx0fLrs?{-)Z=I=CFD!PhQ=q_qL3O!xEWPZt1KYzDPVrw6sI1t!!X2FkWuVmHH* zuXq?aIUr8z3X;Y6R;sOV?_&GeH;iz$6prX% zc*4ODk&s|{vIz)C%obJO!oEmnPWibf;yAy0M}j{)JqHrf|0~X@H)1=t+}V%V>w0 z>m&U^JS`Z4{+l_CN#N-PwZHmGyHM#D9d(uNu+P=_`15_8-6@cGC|laSjHwxY1r`X! z&gwW=1hE8YZasZ^1&}`f2p*|aKvDGPC!?@sLiZr6I&tt&zkZk_^ z0*hz~za9+Nd-JK`{e04Nf)?KDqu2Ni`)J;RJRo;)rUuM)aa{M1dOz$Y+)?(fm-KWK zf+qPCs7J?j;%x?c63flqu~MX~(e;~=SA6%@nP^U}=jG+X9f=ZjKzX_>e0-~VwyV8e zMoo(=-Whr^$T6`Ow22H1U8C};l&MWXQa(16Jac7>j9y)0EGiA{t!z(M$Hz2 zq5l4Fs5Ily@+Cn|8$q zc67)c0kp9=$v5E)8uT_$TNK}@1GV`c!~;aUer>c`g>Y8qGNGp3v_#jm70u|HmZXE8 zDwwV-7;0KKPuR@HF~=vee51t+pVa|sQlWgTMdwlvMLC%2|A0i9A4xA5@yU8bBst-F z_QBA{S|f5Cqz{+ReVKLGGRstBt!9eZ&a1jkGit zF}<)i#Fn8hUc}(#81;mk}T4A z?}P4in1^0L0exs`iyBK{2?>>5kjYC*(obFOLDrM5T@Xj15#Tz95~p1&C)Dh0tWR{F zAYCijNREQ`D@BfaFlT~G<+(z-d8w|+3uM(S0bAq)^y&su!<*CnsgvN4lvQ)T^BI?a zkDM%`liv*k2_1stJODCXN~zsnI>exB@uF&w3?X`mpI&n}4awbGcZr*x2jWxHGFbG^ z!f{x%h#?LU70VMfbUbxOd@W%N$XRbciHjWU$;Wpd!0AU@JL!RwmZXt1DTTGkdigQ* zo_huzNm7$zLWu3#^r^D~J~WS~T)7cA(zTPtDBYwjuofwB7P0x!JvW-5i)q;uyBhX+8Pf$4Av8-ZXy&>S&QVcO z*-whY$8fB-rg_P+XC-&_dT9k<=|T3cusE@vNPDfZRstf~s;&tn`!IJQ)c0wF~jvWQ&&31+YQ{d{ZE%3pNl(MAH3Y&lFlC(0h{q15l0 zHfN?f^e}57h9Xqz1PNJmyzmtN3$jusrm9@MYGcP1!<(90oJcfG<)nBBfcQ(*_GVKQ zf!FNdL&%0oPYf|B%#o<~p^P%Vy483BL&-pg%4Qb3PR

WWD8v7W9or;x2GaTSTa18(DwDoA9{mUBuk!lo?7*_}1rb zgK@p_4I446r7gv&3^?kL9EsI9I9yULv{lw1HgP~igk5sRhF5=02Wj7Koht1uJp0@B zR|PYwNFY}9qJ2W`x2hAd_eJl&5G&l+x-w8w!M%Zs&)5Wu$yuGTF;0hiVtOQCIm3S7 z*{3}dQ*Hpqn2XV$q|WTgCfXS90@ zj+%gFJ-{lG{&-S97)+bJd#|KWVyqjxxTV$b0KqEk7jB|ZaSwF~=#TEzDOfLZysw?c zmTw+7clTX}eqP4zOK(%}k751X3APw|)h@h9LQ6GVGK;^wj+gY!qJM!)5C<1GlZG8g zvHrJ5oGXwgiM?8TX!W_}`%uUeSX*OJ*^0^isK}BWd6NpAxM6_w5 zX&;J+p{D;_MaQr7Xng%PJ7_fEc$)flGs4CZLBES0ef;O(W6&OxAhb^+l7!$yo}97EHrUOn}AM zde)s4Mhj-U(7B7hl)m0nde)@oH1bz%$K?t0b%yR1}AP*BL^SRi3Ly3enlbCOC&tUn@>3wKIr!UY?=HMHt^I)Px5CFQAJ$4dNXj)sti zPgdyA%BHpcl^Ls0DD3ZggB1?93H42#bfp-k;_sQ+k^v zp1d~5Y3Ry7h!Oj}Wpv!bXM$>xt?0fula1+)jcNj|H$S-8gr4q;x~yN6mX?MtKzz)h zPu?u;=>qpLc_PYq($89q6y3rd&s0gD0nG*vcjY{)yi#!N zXUeVMepxNVT%2?cs-^pYUXge)C^a~r^zs>2<@;ZSNRCiM*ZTPs5&v=RzMYT9)h$EU zVxfC=@hzh@GCs8`@Slb)n0Y#hZ$w2fAeD*%5(|+m{0lsKAz(DQ0OfV=suZL!`}*7a z3Bcds2Fq~mF+WLu?md}<4Fbcey7a4v?oRu5^TnPx>l`@#bd{oOzg|ri`n5YZ>QS{Y z^y^IzodAK&!j@8^QB#MfqxjK!lUeC6cr;EcJOc*%@Rb#vDcMG_cRYkcM$3^sYHW|%M%+f>T7=sEu1E|Lh34xCwQ9t$5bQD!yKijpQ@M7A(b@=QV&xfJk4TTk9ss zIuJpu`=|kEY<$LM{AgrkJS47}>(E@GP zLJ*;7q*6rvBp z3_l9A?5tuYzLSt-97-HLmuSU}URPB_HUEey`c3?-4-A<*^xf`Le8SQoR4paLqoohd zQxT)KSL$W$m32HdTgvHYrogR-(cIjeb#T=%hXJz;}DUGd&M zr2&013W^tEYtR-BtcG6QgXQ5HZ?Za6@uqNJvACP0M>)# z?Jfm`JX(Bo3t%=knKXhrV}b3Koe8p9VD2#ij`0oVZ;gWYamypu(^4;{&FsYahOxoy zibB@`O&rVmP67eW)>I(dC}I7#V=azqB*T^%GHNGIHxXJ*#432)cOU%Lb9w z;P9U|=I|+qIVn5Xhd{ZOEE|4eyc+V#CIca{ zk!vYrsQCGB+Ugo!Iwnhr5X661qc0@YAs^JVf7}R~BAnbb#_xWeMy-1%@-vQuT3$K> zHeWTde;r?)etp0k4>yeEph(3HD*g+VwJOOg9=ucLMd!_^YOG7|gssPd7iy_#8FLRw zv~Q=Ce|PQXu?6*uL$Jk9$CxHIfOCWP<+m=B;XkdRbpBWKtCiKf>ke1NCvvEzv)CSpi}0ELS)!e&5qziwLgC$&pi=)YTP{VFyvpsBza& z@zL)`?&T}gwfjrLW{Zw3JAcR~%2%pasTt@n*x1<4Qzl$%iiqNxJ`oBWirE()P-{Hy z5p^*+!U>mQx5+ctlvJ3HAAi_qf8A_`Th>vI&mqz0fQawcWBH+KjZ$aiQz?JjYkJLZ zu)}|uU%U>AWJD8U3kWsM=uiBO&CMpTM+5>I`JVraTtDB!0ARhn;I|)ef-WrMUIC-~ z`b{0L<83oOZW*=8%*92s*_~40J@5eEbSx$)5Vwl)dGy>_LwD;ptAa^Y=}>SYXE;FJ zUmaN=P;=?N4dik90g1Du?*6y%o+v2Ow|w@`IK0@}JOt3RlV8?@>DN0^wcp}uX%)6Z z&)pH#;F+IclZJl7A&{!ExrwCc?6W564@L^`K`xMzJ}w#<-Kr_Qv=^puw&Cc9Y)HUTED6gO z!S!u03^_jhi9c1pd+;-ePZ>kLX?Z`Wil^sLTEM#G%IWkyQi^@ z*}ZnR{)&F7wn$om7(uiUh=63C!VlcI)U@MACwL%MApW_3pcQAFFwwE?o%cl+KN0gr z68k}5&I~JtRib#V(Y7cT#sjIXwM2#owRpyPyTd?+^GKZ=Rf0+mOgk z->-ZC0ANU@j>r6)`)kRa-;ygfoYo$`hr0OLjb-8bX348zMs-j;8qcuB7%hT%Q?)n( zAHUvjL)|ZlXjHTb43^=@$P*}0)ml-8wigB;m=ro##i^mP$w|Rio4#B#s`*0_gVlfd0bHa(~!5-H#Q&xA_cXPvx$Wk(EsE z-8`nPf#zh@tXAS;)+KajGPiVf1g{wH@q#O-!EdA_;(WHZKD`GQmtw`_J6^*A+u0Uw z5x}O*q+-^;I&@fT2XQR*|6!gL>7^u73O2esQz(JJ6Dtz6b;uPCKa;yxk(?1WlpMJP zuM5Jqk~4sL^)5tC^TmBTC%PrZCw85TOu&^F_qWr0b~U-HqS19JiRt5Q$nLB8%`d|< zB2tVu1#!P*aA%Y}Vtxy4Wom=7$8BE8J#oq^y9Z)hRYlhU4QuK{Ux-(0u6jo{bt>N5 zy~!rCcKzb@-f2Y|kqht|NMeimP@Y=U-7lY&Yh1ULmy`uqX04$__l49PU<76cKuB@& zRLfr>D1?l7d;8%M79@zrqr+#Qn0Ux}?Ko;~CD!$#TWamsDr=U9o}cz5CH#}<``qwJ zKTpJ>L1AOL+y=nZzFD|wbRaRqr8iRt41VT`bAl18|H#g;DhX;j2Fe$rp~Mi1WW6b9 z^gIW^c6%&Nkm8VgYSV_hacq~|m=k@xCRFdU=JU0&Wi%n)CqwC=2M!?8o+b-_Iiq%1 zr;{GLy7rUMUyV!?c26#MG|#+tFuI^hJ&Ij3X0!6@T8G@?3sNuZl1U#!W6c_=x)F;W zKQA`mMIbdJSezJC?H~KF4(s~D7bMoPAF6zFsVdI)w4Cr{lgYQHPP&-VMO=@J-az9> z%d&_h(4t#u>2U768qKH-NCJNi3+sqoCm;C9vc7AlvQm`O`;A7X@G{yG(6aHHHfnO? zA+qpw{saWjOB>Lxf7xoW!4W^^@-UJOWAJ{Pe9%o?pgsgzR_g&m;@AmG6hD9zir4iouSsBN_8l;r#9H0?a#P9^w0WYWwAoT+g zK!;)#yn2iTZ`)6D!TM>_vV=lbXe}wqdrkc3?AF2%% z)FNIl)%Ap7A@E`Z(5p1u+*{r|pXaZR-RdMX$w>MUUNx(sc_dm`8s%@agCTCvh;sze z>Lv)b@3R<%biEB2=k){By71WSh;D1^3$j)xqGU^kKIC`KIyD zuE)8u*~4W0o=(}j&pj(p__gDB*uO<%O26{8KKSt-c2bh-B6|omFBZ^G+n77eFuj1L5K*=LBy);aK8kaMVlb2E~6)|412gr zhsiydFK&%|kVJvc_Ko|?-9CRkm79etb#-CO4`g*Iybre)ULZMDkXO_K7g-h-GK(#} z6iTw`k|8}AnD2(>8$^{3HtecPS&7sC&lTN^JChFkUV?e{s>=OK_U_%|IXW|tJ3Hna_ zHtgJ85Yd?|shDKB@sRM7qhrtc3y)@=24-Zxy&37~jYmu$04%})<@bK5O4mW6Jp=0Jq~u{uns|f+X!+ul^FH=f)Se38VluDNVh-yzEYH?S(d-?6nE^DYy4U_ue_$ zok_X9P$jqxBmc+A5fu#(_~*D)$Y9?Fe{g^wNo*qY=TJYU&IsM73(>BX35S zF-(3wi{=ZI(zCL$zG*DAZZhs+X0Si29v`6$U`S7D%UV;de_KNrXd$2O;A7PuNWlio z_rw6QY%TwzJE|X^Tl^nq-aa$xP*sKa!*NRf7UL03hIvtZdaxL2QcnKXP9mX;eHS)L z*cC&s%!&aCOFQ`kphf@iWEu#wH$WLQlT+Nq*E&v4)=Ts19)VCAU+NDSdIl&ACw)tCPMhF>CCkN_=Elr#*F zj?zKY<6Jptx)v|ys{1GHGB%|MWbR!p1Lgk8>T|j~vf%D3Ji9w41{Lu-xsgb z3#*%0>~7mMcc!M;9=;RCIkd4lgDRq65&4Voavtl^TJI7MbOWZT!TQPWnPI3Nsz}Tv z3FoS)==U)pKv2_@ff)WR^&6ZOw0vPga*O2u9mFZ0FDW!c+-p{wU1Do@ASunOO&L zFS)c-T|Q`gy@@27wA#4+0^(xX>-PF%xC-mYP7}dI%30{FbJ}ls0%0J*S5E;>GuzGr zy>$meXZYTFd*Z5OkPoE&dc-|x9TR{f07RH%c*qEGc9TCW8~YTGv2{iUR)%Ql9JlCfBg93*x1;sq$KMx?ty9GabpqqmHzfU zHHL}NcQ2gK1DLJ&modwQhAA2H8=Htj@OZ2ks5SQN^Amz=YjWoYQUz+ zMlhjl^!3I0kd{WvR<#KEU$uV@%*Sk+h_Y5dvm*mhnjMH_z-dhut%&vkZ*^);+Qje# zTO$cj*ftwl7h|d_um|~HO}S+gL7zX%mgt&zMO#8QCAn`r0F?u4^f8k4bNq^&_u@A+ z>i~@o!a787WuVVJnKd6KpV&w!9(A|PH}B5_KE6&=jGP_`z}rS|)PU?qNJnRjA`i(E zT>J$!tFng|s1=cvNi=f3+|?UthIryY;Ug{Y(PU=_`I=8azYPsup6ho~GOdzWyNlbV zu$^B>VLK8nMPB7*gz~P|&3^5Rw{yYAu-5_f-XjprwNHeP|E%9>HdH8!2NK+Us;k9i zZx_*>BU5?+j^NKr=6xH@rS$z~w9nVphaZFT`!guE;YKa88elmffDY}G+6|AUZx%t> zRIglWJwqoxpTkh}dceR=Ci0G3pY%6eHR=yoXiWT|F{$ZzPJl4q`Ob4GdfEJm(Y*MG z=>eRtv|i;PomS%@@WGy3U@Q817xNQQ)E4`y=Z&><+sQ%(#(^I7G#>|o|Hb%EDQ$t@F03uVKXx$3M ziQkS&1_p`_1iUHSMO;fbpdIpa#0v+yV|?P-3ua*9ux6Uv_jO1kwuL=!Fu8vG=4Ro% zx#FXQbWQJDuhox?0LdfUzm4ev$KJ|>hKV;T%I-Y4)Z+TisWm&>-%c(Z?`+1`AX*8m zYGJ#`;Y-m#8bSH0kou1E67+HI=ZLRQvR%H(si<>Q+%P<+qt~&0dGT@mS;>2btC@ z^>g$SDZqV2X}y`d4tVL5-+k++&soAEL3n_@j^tX0#a%)bX+6qS=$zyH3-$kvumGj{ zzo33%ITaEk>mH~p^Krh?u}Mf#&X}WY?rdDN zzLmx9rbBaXs-f-ZJT;DM)h0cK(ol9jF5eL7ATW2lNK_M^R*!$731IZ#+fu+iV&3N@ zix@}z{h~yUKnYAl1cRNSjU(rJDc(O-(_o%Qtk!=Lbq*r~Dm8T}U+rXjqO!52ump%? zc+Z<^Ty(1Tl(SA^_l8CeqWrEPs%nOZ5HbF1)NbANzNlSrcF0O{EhEHvTo8(^10*-p!PuWmPU18(&~G-162SO=5)m!2RuQKy#2=0b;bG^B%Moegi$b zke6ZyBa{D<-<^iO&X>R79o<&rwONPyWnxR;=U@@&o@$@Zo7>}YZu)0k_BLWJp%9IV znKr~(AcvUHkm>vP)q}$mr#9p45_bt5xHmJ-sh-EetL^juuQJ6HT1Qqntg(s~VKOC^ z98g4+y#G{53^x46Q93>))sb~pe!+e``^XvFkymKBeg$(%mzopdaGi9Wk<#F8gby0$ zC!H4qzHOEbBQM@EF(88r`FdD`u9|Oj`N@I(|I~*3*+#$PfkHhPNYVZPQI!n?q=ib` z?XfOubeUa|G`KOD30t1m5R*!w9L6B)Auodgk|W4^mUAxUbR5Kv@d0)vTG z`%{uRhEdQUsEDh5nb71aRi=It^i%zJ>tkeiAmhVd7jKF|%xMb5W38Zpeh9g?h@3B8 zgaTxC*H(-Fax7;0i02f-VO5W&8Ur3 z{9rznqbDsrotcfTwY(cf3;RH^oT6Xn>4N0;l|rH~BQ(;$p)hf}9?AAs{GZ$o0|r8>WqwPv$L$u zHMrShgtq2ZF?P6y6phqg51^})9+(1CP)k??14P@nvDYC>-WR~UQ|BWx<^~DadtTuC z10?Ra(5&b49ueSoeFM8d5)kbp5&tErLR%%={0-nTBn%}ko!=mfVCXgTZqil=ThPUP zEx0AgA4H#mP+3HQWyq-@a=D7I9vU#^WI-VzD##6{A!Zam3z~L>^ajF+9E=HtZo5|f zLqmpWCS(X~)-Ui#TDlU%xSWn;jU*4lqo06p!oBP;fa5cD{G^n$ypbU|h3$R>d@qBkVx6A)-@y>-_4V)z+P2(ESMu@W$ILaDYP*Gef1@XsRT ze4&fw8PAco*5WLDudVD(&Vq|i1_H-h>ePxD-6fdgD!Zv+Oy2~R(1 z{rW+u+ka*LKo83@DHu~KYM0)9rO*w2UC(^Zuxr;GjIr(Q?Mhl&fiRV97D5NrEH!j& zabXg6ApjnT4?ZI+OL>Knv6Cv~EkU7yn>IqG0B2cIAt|z>Z9Mh0mW>?zyNoW zauHUkUBXJ&)z&KQ@W(3ZnT7J|JeBViuURop5EVA)VVG4duSG3yiZbKXb}eR4+qz(j z^LswOvqLL96fN*Q$KL6dWjI+zSPiK_Aw}{wL9cZNZv7C0eG7nvmXLW}SKH0} z;_r6CA9J5?{-Io~QqjGY+9^s!GCvdfe#MO);U`9}lKu{A(qL$9`JcB4N!?FCQ4Ug# zr~NR;EU%V|lJb(Ip47B&^3_l5&!R?!DJvwJECqkg&85{=LfaaAkmRBca?ekgR#fsK0%U9o(2>yD@)Z>KOub z(Wxq(rQcJi(@|=9bYs-0BL;d~(;~PVeeZdTNj*liX|Tdrs==~SjL1VG;^QqWykM-o z>b(5@`^v^!_o7%0Mv9DGKwvTbD?N$y*9#KKhlT-hPL`~w_EV#b5~cg@4}p-4ZA424 zzEDFs(9*?*FR`J_)JBw!m2Vx^;uZ;FiOSEeAZ20ZfurkeB!)(93n@6IE{~DECC{pWj9gqzF-> z_XbyVL1P07fu;t-pDmj+|0}=SN2TnrfAQJPQ=GPQ3H5~0xj7N6?v1q4)*YHaaa5g$ zqX-3W;t90$NTLLEF~JZAObdgv%!sBSu@??{kzettgM`R96kFihvp5P2M!=d?EgE_O zfT*S!foE-3p1yNn?HQGSIT3fK`C@&rwOn8Z13}-m+CnOCtwrp72kS6e zOyR2aPhjr5R7F(J_wWELTPpgNG$0WZv>F>WZoMU&uCATm{8r2kVYU1fuXEnJFavSp zt#agF(xHjT8w4>W72Naq4GR79m*)2&uwWC23sWV&me)tx-gtl~2mN5=8Is zJz+RC*ELN6GJBYh5WtyNRLaO?DdPKaiO;4w$G~!x(MRuH0unB?`FDItMv^~Viw`hlW(w$Wh zPx{NqEI&uV*+%zkki-SyQurEFaINzt13)(jHTR)97Uh1YqGCQ78(UE&&e@Qe1?JN> zBBTB8o88=Pnyf`_JtQx8v=iN)_SUc3*qXeRMTutCo@vuOx2#RPe8QL^+Pl{;EP~ye z3LK19XUjGUOIcg~KBJz5+l*o(;bYEFBIP9sQdT~xsPF8vCny@W7Eec(SehXiaKgP{4 z*WA^%-M}DcT?83s4516|Mm(@b&!D|ZA%@(yLaywyENUfZ*X>#h-d!w@2^o=aPeE*t z8_hdS8GZ91EB|ASw{uWy{@YM`rx~1aY3`)EE3VJvimptx7ViS~9|oReC2)2-K;y>1 zWF-;u{I{Q0T$8&5BL8P438<%ouro-Td-{o}!P(-;705b!;$m^FTQGt-`wGrZe!rp- zi=kTyQPdPWh+f{<4KtsE8&Gu`KZ>lk%PWva-a8U-!H5LZuv~ z=Pen_GGi*DWk1BXUvLMbn>&J;Lo$b?hA-kx&d}(VS`(X`l+T-v33~oBHns=|Ko;== z`3jxXyrjke=BgBJY5epbNLxoBQ8h(18LzmZD`#KM)@NS}D&I^%A>@8!iR!3XOrPJ;CxyAUP_ zc_7&!3!k#(JQAP;iJ9{}=a+BL%HK&Aa(0uM=lW_^tN8f_x-&HJpmBwVXa)tF5;OQm zvUeB&oqRU@M&(;_F|(mBsE+z8>t&6aKG7ckP~$+vGxl&8h{)W9aF6%fST>DORKBoFi{39+Qn+1PrM}4=|)M@{Bg? zq8AiBOXARzLje|2)Z+slOC*{Pg{P6<`=mMV|DP6+k(1Yu7>}~(;Cv=X_i1|ai$@c$ zSRl+7k5kgeHp;=>;lkVT!c(ObI0cR*wH9h{)|X5WxB|t81SH|9!6^zJDL6$LMqa*Y z*@3LKF-cZ+HM?VRy1}{ES*u=YEwjNjAItsUwC^} zbdULAs{Z6?8zAKmzBya2is7!~mmsT!EQSI5TEvS?$m-Z!5z&l{3>%xtx_!y%-{}Ng zb=S))g$=Bf>E~G4vi>uLhi{Kut1y-iP$Iyuk?lOcl3ebBflslWT-I$=A3VDUPfHS> zmPi2NZ29gAvyYIz(r?jn7X#@l!@I{ z{7oBa-2!}|Tf~`MuN7~G&yWrmQQK|E8vqN!0+L-NXU79E-jKc`3%yv;k7+WcJ5L4b zlP3YvH?iUF1c92vvuH&B{K_Q}Y{n>l=a-nhnH*e{`@nu=Yc`m3+fqhMiS z!4u)6cOOc>kTG@WrY>sU{V{HrH^@SJiev9Bpn^*nV1Rk|XV>Fd~k z194AmmgY5a_RBXbE*4#A_TO6CguAXu`@`gI0CuKt)MbJ^$>@S9l@R*YCUeAq7h=nT znAv|%8hlwO(KAX^79Q3tf9h1}l2uQ>rVIOq15~2m7+6at0klYCaLEzPB0vmNGVebEFYghN#T&_1${tgUUT!&R36V380Fe&P!B2Ku}%n zci-KUdL|HRrfgKpJ1Xk*WkfOIK&Sa{ox@kUXz2yAc_clg-1VuVOC>Ly-M;GQeym{Z zc&0K9oo>bAE!{YlEx+9o1l54$2cJn4`(G{(7!{I&%(HL^5Sn9UK?47#R=;vb$)^8I zUGh%p*jb@Fe@^b?!}R1MBAa<3^o9MgqSNb6<#jq~>$~DfaQC9{>M`UTXz#_!P)6P`3F+Zf&l1HB5Rmn~G(gzoF(Kj!tfHafKp)MBA z&I}avvOgZfx)y!^|H*1Xa52VVBJM7Fp1b`&zlLFSvtg;-3I(ancKdl6>3n@5NfCGf zV%X{#48I>_Z?serx|jbX&04(PvQzAe15tultlPof{4aPSeyYB`ezd%N<}=GemC$Ys z)}HS=fSf24MDWnNhE7;&-MW&Qb?fg)=G=Q_KdVnOJi?)0`3`Y6$MG3AI+ET6e3&q> znISBcRjh4Diahj}DOWH*EyG7*R53CWoN1{WHgT{`C;;=---j^?p!m#EcmP zgcE^62XTOmnF0j%cf#5W9wpPLz?|<_ualMkN$nD+h4)p2O<4cKX4-k~aI|2q-Zqm; z0M$-av)6vp{nJm<-|bn+mTfiEanwOz=eD(yv(aGUi!jW*;yqN$GiB%E*lxa6db{NS zo<3OuWG0E6&pf)nN6ETh+FKVMtxh+}x_u6;*Rq7G&8x3v6VkTM7I=M(tr-z;W5#kI zY9fLU6VL$%1w9~oB=6U7(d;q=N#w9>n!5~O%&HG1<*41R* zy>a?OCT>V0%}*?FJe^st7|MN zAQo8I*+b}t!ROfe$ILV6`I9a4t(`i;d0XO7+uIpeIdS53T}0u8YFnm9VIUU3rT{YL z_q|UaK782obhL>?Dg=ZSA3l7jpPbY$Y5x3q3XuVVr7YwecX_?^9r?Kwuz2w1lJev) z*87TjKY~C~(IY%O`tgq>HEwUq#3R(6G9BC90_j}>?x)h%nus;9jQJ3rSwvIOAx1Tf z5(4QD)o_J9+gx|jj34Y@hEGSnsFNi)yJu?vU(R`fS@7x1_7BefA_hgwFy@!f$F99?ORQdRc*f4}6&=-`nq zJ!%SizG4GIv6DoX1SO5rP{u^zM)O#a$+x4H7~GtkpJ5K1A_BypJ$KIBHYqEMV|%=* zDRo2;0!3$c208VrsTIXHWP?ZV-@o6_>wsG^-2U~e>RWvcjYGHlO9B8stX!$x<7Z;y zp!-uGQ>|V|G>k+AV zFZf$WwN=kMc6c*+8-K|9l~it@3(*h9+qy7f0>tHRGiURkv9J);h<3mBNW6q`vezm_ zN>4v#F_zDc%pE$!J%Pvn36<+4;-m=*t_7Qqt+jahQUJU<5OjDc$YL205n=iN7j`cbQ{tc|jv+vhb1=6T`4Kb+vPbM+pbwx1z zU0b6dz4yuCzjV}6jAqL&T13c%H4@ME+s3(Rhg0?%wc)6#@EFT@t*eR)`Gl0S93;jp!rgP=G-*MM}*rpR!4y{zbf1`f!_(@0%VE z`W zeSPgm?KA+W-KLTBY+H=`D$o{AomQoiK!ox|sFf81oezIb0eInJ|H+s&>!w)jR<#=f zY7g~ZPeRpxsLdDa-UWzv$x(wO3cL`MWP8pg(wEO4v+JnNe(8U2PC^VPOXy zXU(M+9k}cVwW}2#Fo6COGs|#O#DC1+y1!1eWQYcNP(`kU^+xK-`)}5RFAS~<937U0 zP=tPG`&TDv^$%gb?2TmFqVWF#Ypi0=_0X{+Xil!h8`oOq;KF2KBq;9mO=0>ql<4Bw@w z5%;^!Rn$S~suYb#@}L5XbvT@Sc;6usObI9!D<^s`4=Lp4C&s&P^28%=7m+ZJvbM{7 zbDGRBory-|pJ+a}{_u{Nos+7_CNYzP>W&&vo>xv1L=ESXI00Y0LLorqTyEkNg3vsQEU3=_3SK^Dd@5fZfrQ)FzzkTUU%+zX0d@W0fLK;^R%rhe!w)0nbc}9k;lr z`|NF77o)Lp$ny$f5S@bbbYGqXK)|@Fsok~ruf}M)&Q3B^juF2t78qN;m;~%m_B=l( zl9JUaME9ei3v~08MQVHf^d5*hM7(wrzd5xiN9&-2;d$R+Mw<%I`{eow@9*u5X+a#LW>A_F??elq0kcD^H*s;qUT%EQpDV>Wz{{ODKpb+HEG+=I` z#BSRwKl{;$Yp{`73AwX@?7GgU3XO3T1W6KLv--{pImZTdgx5sLX^^Th`Ra! z%wzh?^o7d;a$t_VqX!D;CZL=CU;j18YEU(~NS!fixCz8v1vdtTwtkUnny6b`_bSlX z>3Fruk(gTW$H`ong-70CZpr@E__u*3#F|_pBKaCO-vGnz{+4j!d)v1kvEzPLnvR^o zJNfR7tjDVz!y(7Th4}af;OQa<0LL&#Xx+O8nG2pvVJ(}(XJ7oYf4I3!BJL-8IPq6l zLV)BAmFOGlV0I;{<#Xq-bkWaPiT(WS&WW_ujg5|feIg>Fa!#W5!|%)SpIGb?-@SY6 zldncPCs@#Nw`nh7#dg3^I3~|aNvM3?U822gAPVFm1`@uxZ}x>w_VskH<%EmTkDsW$ z8^dp_KRer9zH~Aq%b|Tk&GcSqxu}e-cQ)%SQxeBy6bf~Xh@$4QLYgSoKYpf0S5lk> z={wVzNOY4-#N7ICd4~IrE;ZlFREqoW%_&UlA9ldT<;XvB;uM zKf#>b`^k-)+Tbm|RYI%4-b^i0(5cp(nY7iRGCK5Fu8hiM_uXULtJJBdwuqoj9UE$h zg*0ex*s~U=nkTbzaHvO7xqdIuYGaf=Ddcm6rnjw;x(qLTgT2=%D;i20pND*wiT9ZH zHGb#kUEyP8J(S82Eb<;**Nuqd&U+EZwra5|QPsTbtPw3@;VejC7nmd=f#-~!^&~pC z*za^)tU~+K3H$84{CiF~2LWq*ZI<%#`e>?)Wqm`dXr#uEGFNKkMLi-lL>)LD6f|%c z%L;K*iNr-4n?}mvHtBW1bD3aBjf)Um+<-?`tT5sgy#>8Z7KkKtj zQHxB#U!kBNzKJ?K8AP4_0%y#U>FYtoNz<+k<11AI-TA9on!)-R{XUGVJ?a=-doP0` z3og#DzbC|dPJU=&SKBXuZI2j*O1#Gkk8$AAFzI%!caR;brfzJTq=dm^xkBYh^e(oa zBkzyQ>`1B1_ohwp>!QKo;Xk6FnUpFUip0s$DvfP*UcB-Z{$&nt%q&b3^1K~~*oI%N zUbhvXi#4_sHJ)*oM!E8y$FmWZ$HprU@)!c={1~>*rgx&Rh!5wA-^l7eLkqXA3KQR? zYP#`ovg7BNh0B@!$x0=kD-Xtd$8~TT%TJ1BLbW2UMrmtP)1STkWc!%W2s5-%B|huv zrAk?eDbMuM^j-10-1Lq6&c$577iMGnOowd)?||+KLNLe ziIW;8CO0e64HOZIJ6BOmxOL1jv~PB%Fl%#?3F&dqQRJ>yX?Xh*TnTTI|34=g%LzUJcDg zgToz7d1d9zekV}mu>&o`2B0l-L#{z+XecXWJ%wJma)os9?^)KsC5N81c`5YK{L=Yx zOCtnNz#qiP-IF_5LF`W0h0EIkyC8!20W=gFK=0~WYmD$mD7Dc5+VfmEOkt=-CR!eZ z#af+SZ7znuCg(n+xK9G{B0@b)x$z`#1q)Pi_lDf_pQJ{Ks;6yf2X42Yb=k6A)o0f1 zKKrsz#WtXb_1CXhLwHzXW`spxYeaKo&s2$_vuy#U+IFks(loDo0qB^5w3@C|rHeV%h3Eew z5)3tJpX6E@uGv|Y+YX`SsObr#wn6#%vYXkvxYVt`JS#JgvFG< zbF}k&MV}%icYog#A(^5~dc8n@&79(@Q%S1n-#_Jr+{CM?N--vc+0L#iw^#I{4qvpL zHW#(+6Le|<0sTDCefwTu)?$a?i=E}x>%6fcA@i2K2^nTu z-F7LFyVs6ySYpDM$21$r3~@h}pjbH~i~?ektN|B=H?<5ZT^!}*i zVq6F9j>LNp9>fskBNR#E-NR3B8r!I}_kF>+?ffhUxvrNFs3d2q&rTv=n)D+qW=I-M zX&(~8cHKMAjd`40?``zVB&MP6a9tN&*l1N5D$lbF3L59=`81O;nH6bbU0!*v8j;pWJJMssHx=+-TAT8K zHb*Do*09ybqobYdvana&xUc~?p!$i4E_g8)YMX-N)4mRlFC-x0UGmcJ4@mQIO;STr zWpt|XcQeLP?KE!D(gYQVY*11mmr-mt1s1C!Z`e)C1=1qUP3*pnKEKA~Y!Ql)1#a@7>CulVrAqP^GIkurub!yUl7HED1<5!hI z*ZE4~vk>x}RW{dvgCJ1V$*-9TwELYJt5# z{Z?(n=c@khAiscIH#`Xu8T|9)?jU72SQ>jcrjLBQdXDHq)n^Z6&Uv!jr+JE8^W;_~ zp-kmLUI@~vqk#VCBD6#P*YIQy>TO2dKR;Uktost!g4k&g9?S{7RL&WCQEHPeomDrS3q z>5jW@1h)=5P!Gc*BO{G=W$%$}K@#q4AK6@&b!ak=36;B&6wr z0$H3oMOlxtwA5@$r_ReODQyh$h>7VS@HT1PTdIP6`8e zfE_GI?<)gE=lkx5yJHU_d`M9U=UM}u9Bt(|QAhc{+Xh?j$3eDcOnzmwvQ<#_jxDz_ zIJC`vUq0W58=y|nP~%0C0^TMyR?wnH4ggSI@YqRNNgaeSwz#~<)iiU34-eg9CEZ-I zhsf4;wVW<*()ZjT#d(pCV*sGWgPetJ<)5Dy(NJ5fbpllB$#*(bWuQv^SjM9iKS8sW z3k$%BDFAtD!>jD<7}KV(T=&1f$orhiU#t{yX=Ir6W@@&(OoeM^0Vx1O%k}tccFFG( z*CixIj1v&^nes8Pe7USSTGTNkJT%mZ3F4X|TXkBb% zY>b1Mg;7sc%mtCzv)9?#f6k9q?#dcWoXA%pEtd5^uMJTny4-0g3v^T(b-j^SW;tB) zJlp!3ami!2p4aq|*S0rXZ^#9xb1fS)MMF0Hhxm=fS z|H_6U=iDy@E@<7v$pjamhbVdB4S2mO3M_h?hGV&)+SCZ>;pq=u<>1hP@@GyG2laOj zo;3BT+}WSZ9f1hB#cnHF1ZH1H9sv0E);pm6QAzw&Kc|4Kud+yaE=T~JWFc@<(6g4h zPd49=rxxz+3?RIb=|A9sD_-9;r94Q)ohZmkf!L7y%$YO7ra^hW{^16w)011d9_Ne_ zY6B%}q%GhmE;Kgw25=#w>et|CB6=4%@uag2s$Fwu3_yZC3>HLGJ&+Q@@4h`PA0uR4 zQPjJZY}zV+h_Ct%%2lO(PHh`LBOEdh(C7%L^>BZ=VqF=F&x-2XfzUvjkDtG?N!G!k zpx|j|U1rv{UBLAg$+N={(-<{*>l-i#Sv}p!o0|Z+?xs@vnHHh2TYvASDaWGy>CKuNb9IXK9kgyi#JvE`C)VdX&99kIGg?|o<1P}+sDTY3vq zWQ8RQ?jg!0kXONAMCJLio}FDW-gO%`zXqj`h{k`%O1we?Wu_ux;hlBchLkdlU?@zT zhp^sFfm6(6nv%Gdyx_+D!e@X(<{ON|B+Rjopmm@~O-*e#lA37u%Y9@`Q+on)0rUCG zJVgcD{ePYX>|d3X)IWbiiv?y=0llfd zxn^Qk?HKXC+hSHg-Z2=pxiFT}-b9fYuQ`{R5imtpu3nV|_hhm>TndLTztqsKoGMij zM`q#|D0K;{Uw?W^UjGCa-Lh$&foXue6xvm|F((I@l-O?^a&Cg&25S99P zN@mGnMfxw@EFvCOot#Dv7DC+Ky6xk(u-4H{_Xl3HcStM5u-%RkEV1Y5cIGEagNhGx zouA(#t_>+;5w!NpYA{sOxl46oPgb?Kmj$=~ZvFbv2z|za`h>dD*llapLgV_=_T3%= z;9gtC23s-`?LzW(cm6ZMViQt?I_)(}?M&@G7W;3(`1}S@2Y#i5xLz|F>3zE{Wn7oMb)LC&|7D?CX#sO}=66Yw`9bNMUHX^nAJ7 zoLf8Zd)Tcwm+x+T8x_;!!W z8fec(V}q|*UdzA+6K}g&y#RN&NKqrLI76^&^GK)BelgooD~@-*O(f{FsAcc90DGJb z5a4hbi6wlxz|3rmxU*<+=e#J(LK&YE=zOzQ#o1?RQ%YN)FZk@p6@soq%LFWO7c0$3 zH&%hESaK~lI2A;LUPo`9>BIFiD{MjHMn8W3#ORefRsP31Izj3~N+3RVDuv}OnNVP}iIRUrr5&oIl!NFFw4h_5FS18tpZF*GgzTaY8 z$p|!&d#=nEXC@@Q8HsMci<5YTFFQQg#epY|{`sB(3-ghUHGEVzozsPJ%8p7=t`KB4Mh%bKWL#`m*xRu&|mB%rb)cnxgo zvV41h^1g1F|7vOJhwg;y2*>Los3(ZyNO0}a^(aV{(IG|7zV(OHem+Y_=jdC@qG)k>y3|3 zsSO;E!&DTU!{cHUP$X^dpT7HzRD?-EM-vsll#d!qw zjptIxnO;gs{v9XT2I7upat;ZKLL6fI8Z;7%tyJx1D@O6j!gkd-Vt zI*I-QQgK4=sC1~M%@0mCwr`~4pa7{32PA$1s0C;4dDJk>Cv10W0Fq`TyCaJ7tN{QL zWt9TEe?DMlBHP<35CjZ`zzB#ufTaTBQ~ttM4(|br}o#C*Js*4_Vn}wTL@*X zOhFb&5O(ksib4;zKb}iSEV9;b9Mp(7A?RZEdXiw>U{0aUNLgy5LpYblWT4n`Fx!K` zlA=!bG6;0}JvgpjEsfS%>CgRk0~|^8K=tOwfcNi1eg<5O88kPzbo*Hi=>~*6kuxAc zrUCVhCI(;FxOp!0q)&AA4DD|ML%*zOsQg8aGw=KN@6E=Pq6I>V$J~d~CLp&ZsAZuC zbb9+Xst(Bk1rIlM}oG@6RXZd$SaKmkWrX%Gc-8QUs@uF_iG?j#i zAO3W^4ghr3a>9lQw!ZR+uU0Frbj5+q{nML_tK4s5PBd~V>GO>J)^N;PTEqb|V z8bI=z1A_k$;3hUh2z~=bimzQsPVVLwgOi}H#gd(gNwO=5HSt;WTx)D=ivV{!^GXrm zGvS;Rr9#0PEO#MOceY-6%f#>=Bz>)C{OFnJGW!m2>GU5^IGoDJ%;u~2fT%ylSg+(+ z66Hl9MW|TxgxFYGsY<8NB7C7NE9(Z0g5x2if>pReg4Wu18WlM+v()2tJJA@DoCO4( z1BBE;LbE-fsw!JWSy^ZZ)ITTqz=oAVRN5*8nB&bY1J^%3>8-XSWrYJCpg*`!?+fw& zLntcM>I6^wYe76W-H3xB{!Run}^yeb-K2SLUu44@)c@~t57&>xy93W8at4M?lNjdxja%V@NWYzBK97q6{Sx&{|rN zj-Y+!jJpU>pfm24@z0V7Q*(12APJ)(+zXG6wurDEtr)NpHf=f=Gy{R$P=~vOZ0J9rGO_Roi@lT0nj{dZ*1k;RC4EMsVsjblhJUT%$NybOKxN{KAVa~k{Hde{N zGNrJ5X|QlTQbv9&v#Zlcm#M+@dHRUzb!DHk3NDf-^ud5 zHS$)dkmo7$puq-U>-xc6LG!^lGX1I17u!hTqM7@LrNrlz+ z>L1FieLctEOu*D48H{k+J(AgN3_tg*hKgEyyWAHW$tU0iYBHj}{QjFnk-H_Kd)qDXrZ)7yC4nQPt9&wGIE)SwGgmcZ;N z1|%qxC;!q+JD;IfUX-5RyX_uV=-=jEJSeQO+hsvBIBX#)7|eMpj^Ve!BDQ-9%x*M$ z`%ZD2b>@>L*g*(fwu1f2Hd7it+QP7hy+Twr2w!2ruP-qjE8RH)H&|IX7joLRVT|Gy z(7QC2r*iQ!3sR3or#>tj?25rKG9+%S?9C=(Fvi*Sv-;hcguS_*2ZI%ut(=)xwXct* zM&;XET;sqI;nSlE4s-B7=bfLYUDn)H0w=e?{@0QP?>2vicCb$~;j_9TcFc6&)xidI zk#`2LOXa7ZrrKXS{1fC6c0IeKPQV|(RSbo?)cu#0n?2jEX3bEbsOpF%C;_JXA#y5o zJ+*u7ar&blic#xO$4HAqId;{h4HVe2F4~mTBIY4VdFJOu+X9#{=JAK%Ft!tbcu&97sFl_Cm3~>q0_!#XsxA_U+oBiR={L%`P%`PFB=S1+-1G_)ME3`)vEN zA8E7qL*-bS?8FyD3yjl{>>Fcx?108PSF)9%WXK@-({pzoE&<{|-mP89ao;sG_3| n{EOiupZ^bD{Xcet5&7YnS-KRpGNPhbcQ>doLw64i(p?gs z&GUPn|9N%RI_tbRvzD=R&t}gZ-}qeDJzrInq>1mpxQ~H>K`blt{v!qkb~^?JmexHy z;9pAOA~AtKgq)?coYm~joZXBZp%{ur&JH&A&Ni0Dw60J`Crf)fUM`+jTyHpNEu5Vl zoP@Z!ZU4^|T=tIU+#R|u1HfGf9AvbeFfd4*?|xyT&1l>)Fpyrd?+^@ z|8BHINmyoz&p3OD4L+ICD@ERXc!yq?Z^`3%PK5X9@joy4Cml}#zc2s1^549|V5Yx& zeRuT7eD&`IghYN{|M%Z|h8PO(|9P!pVH^H)Aw3(}bBrhdT&dd7j*;-c8=-LV+W&VU znCt(~TmH_qeEq_CZ*H2)bFZWh{jsdgZeD1r7a7Z`;v>0j0@Z?$HJezy}jqaUt0g(dhX0MR87swzh}a~8`kg1;1-w* zFn)%APB!P<1YSW=PfelFrEmfC%h)TctFv8;=}M;Ci-~dS9Z+zFE91r%rWyFfm0`Lc*8dzb#%{j;sdzGPE2=zWwu3qeLetKR@5tlI1a6 z&6`cxb;_i zP3qjyM7`D%#pLUQ=?_~V28I+7)S`v0^~gu^aWelQ>M@*mk z5_n|f<=MxY2PpdMM15~X(!7pj$GHRq1YX;t^>8t9wOhRe|D5d>o#ljv5@KOv^T19l zPMOX$WQK+d)!A#jeSCbj-lPh z*(JvGI|lM<`)smASM%ofbke|J9B(vbYG=pB1&ut+*KewYaZQJegkJ8q{q20_bFqX^ zN{MRFjRMw8e)n3v48`jAcY|r7t%&jCYmyT|_s+z{f+)SNc6P zB&&r&{5?1(RmepSSL<|ZT+KfX2QGGV@?@`R|Lu6_P>wvAx^inZa;Q=4@3opJvq73- zw%+RM>LS{6UtJ=j?{OTrD~U>(e$%tAU}CkF4+}n5yL`4$Xkvo)7q2b+Skm0z^|Ln* zBU+!ZDCO76UNOD&zFb47`*HeLpUAYFjL2{G-t5ZA$f!sJ*`(v#ko-U)oGi0&GD)(v zW4T+8q_hKyJ@*={%_q%tdt16r~KibSUp60gpp@KfQ-Tslsr3N1UZIa6P`NHdAm zgx==C=2iRk{^UF?TtPJR%CB%W|4==mC?^RlP6Ck}y@6;_c8z@6_M{Za7TD=WGHM_e zU`tC&^POmLS(%!dB^elS_4FJ@O~ON|&w&R}-+k)H)$5=y7z_f}eaw-ocUZ!@y}hz0 zed>EQZO-<*k*d-_3J4v?-g*$p0Y!X#d>6f~$+E~^1b5L=iK7=3vb+0dw{Bs~$9vHq zf6OP^Niw(}b!FEZ&$-oNL4Q?jJy|-{gsC0t!Ra*d)XCv7<-v^SqR^=>D0?e$NmDxtk#kMy_R zrEGt06DU3X`SP>Q>-i=_}^q0|9ApX-ZHl0o-LiIkL-f`Rzw zbeY6w4feLweE05M>(%bKrUB4E8LrFaOz*v zt+i2w@>x&3)~k2u&`XPrHL2f7^Bgl#%TsFEYFK@qIM8%*;_P&pBaa|@`}XY?bD8E8 zznPiYi-8nDCq)lqFPLWPrp?gxu} zk-Bw?17g$91i3DeW%{|ta(2FdZ_d>tkrh!#rTR?}b*?Kp)Pl!GY7uJfW~4}yJMcpm z&(3_)q~7h2~2-369fI?QWxBqz8tsu9>bsPhV4LG%0c=`0`r-tFoQf4&Ca z%cC{xv#%-29;D8CrWD!DJ~w}YFD@>M&Q|8#7D}kE)|2h~);@MmPEIcF@0Se_TH`;U zeC6)${u~%`*Lhn|iy0U^MqJlsIhu=CqG2tgq||DpPtWH01}EvuZ=q~~55Wi8vD9zK zeb^)g2<2hXZ!Z?HYluQl+T|hau|D;sG@29%E3~XI(LMN{TZ-)?e`9OProF~*dwa>+HBjXJ*dcUEp3M~ zB)0NSE21H9H+SJi#UsMDios|(djwI%T(#vWUm0CuDD=ypl9+7aBF!=l(d&^}E8`bF ztQ+wuPnbut*f#=pMhC_IiY#ozd9!w@D`vCkf1r|4cJh&wBBU2xz3lIWFO`oRvx;8V z#d2!G$hq|!vj-NgD~o+khNZ3K+CLLK8Om49vZk&ZPchmYhNG3N@0R^mG@M$GoQZCE zd3o#$M&fdmfDxkEK%uLzB;+Fb1J2VpKP1?vNb zwzi)#Ul%{GmYEDw;aH&r8Krnh&u*ZlXlj5g?=tYYl$t*xj5jtm20vQf-#5sgM2ItS zkAj3rniGML-A#FKO&Y~?0Y5{{p_;px?BN{4N5Ez*SW0nhF4iwo1lec=h>`!|!i;xu zU~20f8tSxhGwO+gXn&W9AwV9OlYg+?b;ZIFjPDe}s5BE&hQ4%DjafSMKzizMdG(xN z3GO*&$_IE8JRnROWg~NW@3TL=>`=6!0CD7z+3KmjpNMZTcLh0X+WFg@{_tHc_iEk# z+VN=h{xM!p-Md_)FH=)fvp!t(Y~FX}v%WMMEq5G}m$kwtTXg>kk&GibaO0SyB$#5N zi+$u*9B^(L`x99#M$B^7SMk~Jq-0@dM3Box##YAz*$R55$L|uIxIQitR?JGL)!IQ8v7tiZ?o;_r|-c&cRc_bUM_cb%opjH z#<{TT;K+4E^!SexXj6HM8_B`bIQS_{QUL01?ZX9W&i7g0ZHObp8zF?uDeS(gVdvhw ztS)uS^7dt*5U>Nwc4TX6kjSkeZ2B4%FPWqpA;~sUALwOhX^}z2PdEw4bJ;KtcB76} zNI;1J$=B2Zsd<&zW2XsRv@+$8ArBpuDDA1^u@k4&o@n>|mUEToxi~tx)Tm~K>A0Mb zGuP>@lm_@Xjw9_oI%dqN4>_j=tD zL4?~+ah(*uT!EXI#p$o@=;-LbVQCbv2O`dT>$I-WI{T?*XYSHAbmz%viv4Is)Y2Zw z4iY!46GSW>PxQ+}cHLZ%#?-yW^fMQc$4x*4qGW)4)I8eM5Mi@iSG8YueyK9lin!sL zO*lW6nCok8qXKC{J|xBctSR{V``6tYO6b%qM{q?qLh=T)au^b*fFu%>a`h9-53zR#mccc9m|CXeD0Rv?xo5zsNb;1eyq6-QDPRDOmZjFpZ+*dX6*%i_Y4>>oBO%-I$O> zueWv;@k%LPEauo06~}s+c1|*+jc+?*^0H-QLehNAn{hvHJNmt*$K-DOX(aTvjKh`* zv#>xwB_>-|g~b-d{RrL`?KB6Au(q(sPm<*9{gcqcpG-1@j4=tKlBG?jyTnbZ6)|7! z?1`e29BYlOU87pJONvZ)qxM2CA%Qfd(rcq1xg)*pv3b$;`i5MTWs=ED|1zS(Siwxt z4`ompYDjBSG{(dICxuWaHmX{Lhlm--^^r{kLAWZn(pbcw-GG1&}`?QE2ae8}&dnD8-p0gmJFhY3gcd!yA;!T6Y;dS~H%Ch$=H7(dw=CZ|S4R8&+13!vS* zfZ7B*Ff=q&hox3FmO1#-$}jSfk&)8ErcWy$B!L2u$j;8r%6lH@ZeE=2&brOJ_(5q> zgxv-Xemqfr&Zb_N4UwGKx(52S`!=z_5~I?qu~M(u1zHxc?F&K2Y@>~V)S#KtfEnj3 z?`P!Xme1cfWMs<0*{p7~FIjC7N68-H0g&!$$kwTy$K=PGr4X92iu02b@KqVmIt3pb z928Ahwx*sYK^4K;3=@Nc$|Xk0ZmCw(p3sA@ z*tVRxpigaSybdH>9v}tjT%i5)K%KBw2s=V2zV&X*gtWj4(~3icfqvhG%fKF3?X0t` z`|{e8+O=ws{hnxs%UTw8_TGaIe42c|A}Fzmxw-kN&QV$_uXzN_V2#Oo5|z|m8BsEZ zIJIX{N^$QOLJ81Y3-#(uU}9ogrOsSWOtmCBt;0-j45tU;IduyM*{1~n=o2gvh^Jo_ zU+TprdepXQ+MsgYsfl%4g5a^40PpX1IaRr@mddq3=2M9!&$x zg!*ojZR{Yuc9t%>uI=yb72m1-iBGS+qN`x3V=3|z^Yi-(0B&4CxJ?-LLHNn=e22}nC0QJ2ke9;|3i$? zy8x`9so!tCvfCDXjxn2Xa-H-*Nk!$+H%TR>2Qe`*iz_SGEG&7(9*S(f?rDz)dD+-6 zJU)mF=5w$5%gqUVDEO>CFAHt1EH48sg@KtetWqq^{Ks(^ z>b}oEZ4~X!vKYsiem6B4-T+(|pn>o21othdxHU_q+ zY0j093f$1{c>N+=PH1U&mzbNI+a>*uo61q+wg2Q05Fi6Kk0cD%c!=>vs4(Nywe?l+ zf{?KAvAh5&Ynu6GETNWA>Vw3@#I4TwrY7M+&9YMT?A-u@D-S4ic;o@D(NR`BO8V%L zVJtUtgqOvjor;nYm^P{4jp=Z1JN;HK?UF8*{bOK19@;Ph7?;iH4Wu>!`3gz^F48DL zQPY11z2`DRUg@A0j@|+bi~f5|2xd7|usn(kI`Ej0&2!b86DY9;w*UFR?;Qa4?Fn}O z6bgKX{8i)s2S%(vTxV}U^x}2?kG)7Cm#xJ_^E3%d`fa_*V(lk{&p686)c#?|&oN?c zIrZvQ`u*o>tPu@6cNiC%n_L__Q*I;~Mk7XzL?S0eq@A5#<2|GfgPm@5jE|F|(P)dw zQYwI^gaF*t8mkx}A~c-3wVx3PGJw*J?*lQxUnf4doZlWD1_Y_aeu0JemSaFwLPQS2 zVG56peFE{^>zZ*-Y_VY+gnp&4~m6Z8}axf?|iB@CYEHAk^m z7+ehg`vEn>7k1s`KXT2Id)Yl27m@rmhmITVB#-ZjoeW9lYgK&zbCZLBy!(55b2w|? zW(1%_i_u(SrIa`R-PE2$HP(|F{uRXqRv_o!DwM*m3b;MYBULXu%1+K&k5KIEM*!F( zr}4SSWQ)zv_GwGIBT5@L7b}sfFK&R|xG=97Ku5R}vdYTbV?lo37q_=V0kBaxjQKxZ zp(kyJhIH5#zb%k#x1*VF_)FD&A1NEFXJ}oIr-5zrC0p>m-@|oiC3W#`etz)6`E_1&ad>w*4C95nP3J7XTfZv<<;&1L-w-p6^W(l>v0HPPNU) zo7C{n)m4`F)tOd<fRboD93BMZ z)BEQ=A*Ac<~!We=3H9@wHx{OG@6D4x~q1bNNQ0qw~v>X zm;bE9KRbEsIR?U!rX=)NBf~EYRMZB~=nY>q;_$H1BJMS4Qd7o|)wI46N8NU|mJ?i- zrKz4=1BgZz1>s;~}935-dm&cEvJqrc^v=Km#*M&$D(B9|s zz%o(k@>=jd*C(Aq14!rM=6s>dqXfvmMhmUpZ1>=4R@3XvnAbnPKH)Ly!~wYed*c3h zZ+g*u(5f&u!H8ywP7aB?Hc&%I0)TC(+ET4ARanzD5K`9t_x4<@FHMx<9PL@QC5Uhx zNaV!_yr}Qgqcn5j(W{5VmHi9yyhevkJ02 zJMRn-G1$kP08K{gCXTj(Hn&^B1pp@XF-C%IY3c+VicS&745A|>PvvP}iWa_$QI%D$ zU>u8~hFFtW^wuV?i^!|6$u|ElnPkBNb6E7&`Q;sK3RybN0c=z1aT87QgOA)^qP!4F;bdTwBbiac|{-d((_+vT{9GxwMI9y!UXh##qq(nQ7rz`}> zI8eqW1^x9dCqUaN1;O@$$D4UJ(I3il78e(b_5`fP?iu*r)VwfemrM#Wb>s?*i;JU} z5D+yh)P1zcSprl(txlRbAp&e{a>RiH+!=@l6bT2)TB}W|4AKJTF2gyU7`#~y~(k#>ttc|T=P1ob8%?R9c5Hnyd%!-pQy;7LgpwBv5ZCrQh zRP~byhF*ZoLDS9q;r{5bdiNXg@_bH6vlgxrs8}O-6b}zCi6-`_6Q_tdh`>%U5*G(& z?%>kY-3~%BC8um2h(`?Ow%kXzjF%e{fP+rrPzy*0Xai}SVXqJd*UMK5KrR$xdi2Z# z+b)sUrZBk!uZD)FuVz$}h6}pPu%-vLJ}Bvzsr(GQSi~ zbmNdLC7fxSkPy9l)M*JNyeP068l<-uSc z6Xof4jC!1gX}WF@etrMRINQ~6_&SE>iF1cR*9_vzTGV}dCrM~)$;nGO=B4fEr8*LY zy9kQQ-1!Fpuwd@r;p?QmQHGnT1Cge#@tHpyV;g#b&E&{I;HT(cb7Ha4PwQQz@U=d> zZbHZb(a_-$=)8FY_vo59_9&Bv%`ssjiru_g(zFU#Ix71nIe#w)M41{m_L*AL;EaQ= zwS%2|gTk5>5?i77`0vJ@v`S6aZ*9fz*wg-xa_mUeQpqUd_nT$2xbTvfd8>?Gg^H=$ zcx~^feG3(LNqk38jv^#rSqBdQHCt07&{H1A>jewYd#AvDD_iedpTuTssRoH@#)v0Y zDv-SouqEJ%q!IJ!pEI;hOG_)1o~$;FA}Wc`@qc@{`UD{BOGz93P0gxCGPInSHKrD| zd!z&QS`~eN;X6YS5kXB6OkWF3m5$8Qy#cL&oSb}}V>E_b2j&R9S6_f=%1E;!$Me3u z_81rD>Tp5Zj4*><>jdmk=ugq!iRTpGLh*dOur3NCnJ!L?!))p(lpnuFj#HFxuhwKS z$+MpUIe^>k!4LE(ftDxZdXmjh?v=hI78vh$j1r6*s0}_3^kRixrl7*kXvLNYn*c<4p z)IXL0LS_b#U=w&uf-ePgyg@X&GaRBvz!n)iuYukedbCjJhy8DOWFqnT`>`PVaE*eJhHSb5*aQSB3>5`*MLxKbz64w2X(M|aNqza?SBeswXsaJS=^R7g9<0L zV8O|J*14507w&ryYieqe&dFuWG`d)i<89|eWV`9kFiLh1%AW->mc)4UfkgBsSmOno zNveAtm11^!-@|;jCrXN7--94t?*o^?XyYck66oT_Pa&H z_O4;NePGb?C--ZdFy5p#@FiE?;Kzi6_;3WK=hSkZ_`_4r*&6$b8AP!Djt!Srn26 zNVWNdvLGGtTNP%<@8!N-n-%&mG*VDRP&5B(B9)SK}mVoomQ1lbA6ACkv!03n5mxR*D0~o z4GN+unuAl<)i|!{U&`SErgkLY`PT!)hWxI9$=>OgAS17R`b@mca!9>}u(AHl&KvSb z^4{+bi+V8)ax$dcpHB&;LjJ%@uTGTKULqd-YYh4x^LvEO@TWU1EIg+#@7a(yiG#E+ zd~s{_=ljopslrc(bD@!bauBZP<5if{R*)wTKxc`4|5=IPjI0R1nx%HMl%Iq>htnaR zQ1gRo9|8wQDPtJ_dPziQovt$7xm+;2CJQHIN9AFlFm7j8P$tBuUh{5-fL1zS$JuZ@ zJMFj%e+5YLRz~~PbtX&v5VK&3rlBM& z0=dSw|INdhqvMluFG>fa^qk_ORPi#042ZeQc^mK7gvQlZu4xLdGz&C`u}!XmzpJU> z{^;(W&05PL`ETHspLr5#2|j*P`QzidHtuhJOpBv887}S9pPg&6htvP23TPHA?tRv5 z5@`3Er~#j?r=(C)Hzlj^ley8enfTmZnqORA((&<)>uKaEQHdP)@%}`|$FeBD%NjNW zV%1CTUt#2d6D7K{P2_jX;8}Jz_TN?l4hvfXpVT>jB@;iRCVw;R=$Mjj;a>XT)A`f& z#mQ-jP%`0(uEt^g1Ls*GsB0?vyT;a85)MWzv*J6T{8ATpXyINac|8Y2tb^0jptd$K zpvC{pBwt)wt_Q%6yWVZAM3=0zwA5m*o(FKXgcwgHRZ2$$Q9c>%A0B=@UZkn%Khxl( zaZJAR<7soE9Z31R@y~A-K!5WqoFZg2PubvD00@%2lLplms;z^wrTW6B7eHGby}ts$ zknuuwHJ4kUfl0Qix-LmM25cdLd3h|TWIzdCiWIvox2Ax2pQ`W7);$FJJcRx~T~>~k z-LvvF?8Teh_OnRL7RK@s3`P7G*b7`H(c8Zxq-K>ekBeO{Ec9PjI)#>+M5f7D2W@ zfAW@GTKVPCx@L9H*~W(B&UOVfR+&J<$Myy}h)?6?x6~DqWzgmWBse?}FR!|T>!9el z;oQw=maDF(qfUbDU+8Kt-eGuZ!#-e1z!+ZQI%t< z=MxfLR7@o?cgt|S?D1KswN0KmPv*Dn>&s)0 z7V$d#Np?x?W_b=^kVwGC26+OupRQbMoUH*|8bDDaaXRAzq?X^nux8Hw0WMkr*rz-2 zCRJ)#jB7x(U%I{8uhXTtv%vuttcO+RgTL;2x~7`IyS+tsndWn$Y&gzHyOf>NY$u(u z0nV^8fiGI=uR;}cU-;+u#y|E|wEkn&wEOATo$b%g;M#()Cb`2ym^$ z$q=vrA&C?N@tR~2XxuxS#c~j*Kt-%7Y5`dAzO*EVGyxu!B=NJc0=3`MRV-;fe=I)- z2Nx1@OfVY8pY=*TpQe67@Qq!wGz>tHMTSCRBTgJ;tb?4Q{Q!;u(DO^MZrh(N_VF%` z4LeKY7vFCHD@kT{L*k7+{YHrwHKmvjCE!_NudKaGFXWD{WaT16Z>st~t{W^QOgBi_ zkNcB;qSMB0rN}bwS1-J3T->92;wCI2f*%1jH#Y(F6$^B; zAV3Vj;`FBzrTU)Z3v!DV^CsMT&BsbEDQEi&_FPv0V*+cxfB%ECrUJ076z1v7Fi9>S z$54w4{spQWL=lP!BYrVIgOCZRT<_X{^|H#b*egdgY4Aw~H-Mq$0lyE}n_z%ZCUz4O zuq#^K7e^cY4VvGl=iyPst@x;%rp84tn^^K*N-ER$@9mZ-r|56MIjC~Q%E~G$%GIqF zpx$5seGzOYy6*u*i7n&M&6fERT>-vj+BT!h?a4CDeWy#ks7an^y3NX)N}A^8=CS-} z0D9|>YK-!{+^Jx=bE0w_zCPGKZr_;a=qPIv8*<}+Wy=0&4j-Xbd9Yq~HN1Zl4n(Nl zpN~!cd^SAYPCaO2{8Ag+yZQs_bIbkw1V?LeE3iZfm|Ak8vpoG)GFRfX0Ul! zH38WDj#r$oR-bG(>N&L91HpCrSg zM#pBZei$$gX%>PvlT18#XR0j&+uOy9^%{~ZFpKnX>Z1WzRnX7}z%osLG_X|FF*qe%nK0U>Z@45snR>R}oav71 zz6G40e8$Uw2Q!GX#}#QU*UomFEOvb$$=9bF;I0&90GJ*8k%L0k^ssl z>ZID^4;zQ4XH|Xp2tRe$9yFp1 zd2zVXKgdn?3~y{+%53|ZSTEi&>li%(I0*?2lse^AAL_mfMeu zQ-(L*HJwvf2=skso(IKgFC6&%ZdAbVT5C$d^xb*$^<0ChD`%C%DV3{(^zg$V-o5*; zn1x%W_aCh->Gf7DeN=|>W5lBy7Z(lr##BiRaGZ);4lTjVk)a!Fy9CAES8Jlr>Q|Nl1(;+(J;n4(X9z; zm#3EyMYlDf>6)F_57vx-7_$+RnKwf5k{kg|C}L!bU9-#<&{)5bYag#L>E34M-B3{uW?oSOA$wN?m z34nw1{lK~pfh#v$FVa{bY(y-s#!1CzMSwQImIel zi|0zohV-)JR+68OajaCGV+d{r6|sj}Yc?H`B-kGBQ# z!AQ-%Ku;zrr|k&UM0IJai9RE9ZA(T!%)QE8x|$fYhAEJ!uB8facIyW8=B2?3+iw^; zDo*-P4%VBjh|9}L#>76tS|u>tt*O+FvSikF{=;T}U8(gJc|6_LCDTOgU-6^2btlhz zc^c4yW-Y&7&%Y3)f&O)(`KY?=@!_ZchBi6e3sZ~Y!45oy>(~AhheJ%Eh=ANv!#6^W zv~M{n_RHQDPMq|^Wm`uo)>r-Rnw&+Y)5SfT*;mEI>DEg8bEP11jO1Y6bpZucSW|I# zcki`K;_*w&xPm-|gqYtwD?f7w!;*{s8d=v6eayU=z)EWoqHy@cgR80E=&UN*m5cKp zFu)ewzr91KMOZ~ZpP+wCNg^(%TzQg&`UE!`CiyI5$kEd4c%8lDiYSgLULe6)*QZA& zHRs}Ff!=GZcRza%^UA5yfqCTA%_QN(g7kE;Oh;2DuVo(QZ8k6-1Jqi@u%SH)adMPI z-IjR6b-MOFFihu_e)XfvmS8;@P=B&OG}_T4l>%BGzZ;XhgFkHmio9Bh6#L-rUJny# z+X(@==>#i~Rkt|W^-%6^M^hWokzw3VhU!L0qSq>bia$T4M+v*O51)Uq#`&EkrCf0XF_|i7<@P%PNPqyg`lLwb<$3yyj2e3gy@F9;<72_3atTwP(bG$I)jS6!i z)T5772;%R&y5r>*4c}>xJrq~%R|)GGIYIqmIkOCs@leRxowvEGSFxk;lqZJp;U%Xi zbV~y6rv~#;?4r%q3wW*lq%i|B(HWCDR{0}>$N-);93UgkjQq}M7)M)6o2xJw6D1q0 zsJmc_F2MOIfWqSxof)B?Zl#FEF%fp%ski!zbg&~QpmQo$By+#tw6J!$YCJ4W<88_n z8~QM&WcnE+fjZihnB-os=Oj!g;AC!HA0}HX0Yl_$ObO{$>0QT!-gk_C7yQZ~vQIc( zXf#)`SD@k@8pjPdBta&9kthzd)B`eapKtEoWC)hqB{5wP?-3HsKR8Ln4Q!%`-)ZyP z+b`*^&WT=Mth3D!yCt8XuA;WQdly3}yB|e#7?-9m ztHUVi05t}veax8E&Q!(vMvPHBDAIYNSbIypobmA=U^c-S939BrvzIYJIB<};PK*&! z4yc_W}Z7^w8EKo6zc<3}{3)nL1XBdXYu}-Q*;L z=r#zU5zHX(YC?X*?c@z@L)9h*?>=*Flb^8I42N&PY1P(mQ47;-1RcQigZJxGp2W;4 z1Q<=9AEm|C_?K{F^_=xOSSH5M9>+nyw46NZEw?6cg}!Yix{A)+BoW!Di*SOFT+2Cd zlku4Tl|SOR+=*%!taPokY4Vy#kfBhJm%MAn1V4F+meUi}Tfp;cQ2=(a6rYdS+DjWH zNN8llYEouOD8kV=YOin2{QZKYy~a!ag(NGu$WKr>6m5HA5G0yu+@*77%%W9Fl(dH6lVoAo*fX zHPFb1JrH6?Qw}(cQU%ai_n4`)0ioC~X6qnwo^{fc8wlCOw5_Vk0ywE30F0aBv7<%Ux3y zCd7G4sg3LQKm%B`b$isyJ?Xu7hi;vuchD`mH~oMG{C=_T(WsZ9ue3q4M@T+>McDzGLk?!PYgK7wp>c; zJOIr(7|CN z^xR#LaeosynwOvc9sGny z_wB1Qi`9JII_=mQm0HAJn;ReEw7W=bT%4R4?Yl$u8Nn1IE*nFSj1j3!vw`IHRZYr! zIaevj|Isq%$gPx&C^;EGm2a}DIW?D>NNlLg@+7QOA36cKwUqw_GonYwS~A zKQIT{Ul5xB;nXcp`I0_u@9TMa?AM-Hzd_UorQh^Ysl{wWzX}$82gjSodcM&7nG8_O z(ZPAU{=81$d>{C}$e-U?TOZEoi8s@QFXLB1r`g!5`V!2d@bZ6AHk?G%~pZV8FR?3d|-(qJ&k12Ay3e)obE3hT-nP@Eja| zPahOA$xWCb-gt!Z&| zBHk|^1erR)Ka4j&p5T6Ji_JchwFdtD9D|IPjEsztiHS~Fm||dn@|^@YzUNA3V%f=U z19T67u&ypf={z0d$nf~e`!0Ta_SnSxY6PVb`bs}favp0@c}(l&e5+&saC-k&V1J=x z(b|{N$}gA>JjZ8e8kh$`gk&lJS;Omi4}Ez7Kd;&JR=T@oloz$ulLy!5EzXz}y?Wk$ z5n28k+*lD@U*!8c=hRg%e7Y_9PPFTVg%@*_{GX3yQqQF%E*5eCa(thNh{)o`M##m5 z`+I5WE+kTxIJ7lYFc7pl@_IkY>0trTS2o@HM5h_h?b~~#-w^{IlpJnt^Fy0Uj2>Bm zcuOk(cy5eTG|t>jRAN?F=jrf;!(D{{?A9aF>*#g9Lm1Fx9=NX2vE$zj4uJ|b7SR+9Jt-%rGze|Hjv4CA!T0CAfjMblp)A$(^ z0*}rbUAf|9;c**RWz42{qW0}7Nu%pGq$6L|U;b&#@p>E@|SVMtQd2$Nzc!-p$?iqfhM(`tg-= zbmD^!wE0asZNC>A7!~wM{7br5`qZs18%%7{ADy&j-G8E|+WN1yql$dwi>1X!@a8%% zr!R|S2ueA$!`j~Qm@F2=V}1Gfy7s(yi}4w{G~zkB#epoPP&~)L?5L|0K0U_2i%sfrU_}>hvrvy z*zo)R-QcaWV0$Td_;f1MJ^tvmutr53FY9-C0*jNWc|4v!RexlgCKjF8XpsXvF$2P+ zd{vz)$MmnT18z3mIf~9{M|~BaFWJaqH?UdhXnWqB-q(e50Fp zpWH-!srec$|BGc8DSsc{MbH^j)*=vH0T~{$K%HOQ#huhcfW<$(O8Mbw%)6{jPFw zb8U|r@ON+Z7OfZL?I4{8+@wGt0P0ca%8&m2PX3(7{&Peoi4%`4PU(j}y7%4- z)pH{vocO@N$3Cegg)K5u$qWdMei+=E)O3{u|K7mV6Gm0;_PE@YEeeMGNbMN;slLjW z7O=S9{@JHA;}Q;V`l=aVf&mhVF^WX0Ru-Trn0>b6u5uLntjoIDa zN_E}ZD~&x&sAR;t8emK+dY!-X6;M@%1>g8dfBuH^@A9k+?|uBM{d`JJKGBVMCFX8MQw|FVzP5;n!Hd4{lL!C%Nk&*9slvLFsFTke%F0tWV*>KDWMQm4Y93q%W zVin7f595&8%f;2;>=R0_a%K_(d(p3ysXQI<(5z?N&iSDTVf>EKpiBZ%(KP5kL*{Jl z2)a{d!=3zq3hC6Ux?NuxQ@;~q5W{q1tHNTGpt+6t{?|>xbusS@ZI`eu(y*;oySXc{ z&3{kOKfLW980tT6k1cD?u_iI^Pp#&MB32J5A`Rg({?!)!=5aExw+bU@I{yTHmsK>_ zb76D+Z>1b4+2Y1WVh`+B#NocifhqCewPQR;QG9n1(>3KokJihHXcPW*LLgQ40iHQ* zQQwW^`tPTP|CGWmV#a*ztBVrB@+&nGANBVOWEfyEGdw$DxUk(9bRwk@U?JMqpixHa zQw&5XI7prSH&6HDsUO-T5bs<(9WqGl+WvjNnhLL)0<+$oj*p!zz4&c_vH+#DMkx?)jL{zm17%f+p0 z`1xH(VL+6c`r-{`2S4om!}q?Z(Pu6TO#h!$o#o`|N4ny#mdxq-gZt6l=Gw%!c>M;( zDuvs+9r-Jv2z>nMCm`|y+Q4|mIH-dZuJ`X~qnfg-+P9GHx9J?v(pK>e9`Vo(Olfl< z2rRY0r4L63Mu#ZE)J60u0mrPk$U-ZZUMl6zgxB}Ze*+;H0?ollUdPZC!*S#dhw89o zoEm1VylgMQ0y#Nf81M3MXn7J@P79fk5+7(4={%oq!DRDjm~x}|V)yT`eLwnuAl$im zrX@@&Q$+;*@cXYHwLP}aX~rbQ!3G+T?04=Bu;>#+U^+i2y;C2DGb$0@GfK`B|IRv` zrCS5Dw;P-1aeU=gzkiyV|BUU}JQd6GT|_!dR|IJi6fEapEkqErO=pe2=f87n-}Uq& z_0CfXi)^qOK%QqFy5Yd^|1YvlroD;-lP5?h3wPFOS2ULdvoswgWeF52XF z6o0=kVz?zhb-cUZXP1Qy>%U1OX`y~|Q1wYWYt(QSYr8)_!w}M9(V$4^5DJQPs30l|g0z4rASvA-VGv3fgmj5?gLEk&-5@9}-O^IO z>lxVZdEax+_jmSM`;WcW9_E?*x$FAW#mF(%tURN#TKPl#%v5_8ABgnDG~|@H{uygK z%XVb*|1A;B*V+KO8_7-%R63@G?TJoL&dr_WAxG%of8+^d5t%eyj{eVVrxaTd0mT?9<~Xz$HN!CyinpT@HfXd z!cfy%(jsYoQDxc6vidF0RfjKHjD^BNKk}!g*a-gl=vUyQ#Av22k{k$SqBGxom6?ry z7nOcVrQP^qj52p=f0_7>nAY6DiX6Kg2J%7#?z6~_W z=-_8Xjs5jJeXg=G<1QOE`JY!sIM}VcR5I@n5jN>O9C3d8(ow}4(y?uRsqMcf=liAN z-uoX6sKR+DHS5~U?H-Mf$WG*-E>Qc<(E9E*nIGV7bJ?AemkT)n#+dIPgsk?J|KmOeVBq1SvC zn|k}{+UxsH?SKcPgb;bqWx_h?hooVWx;+i7lYa?tJ9j5mg4rci@!9ejv7 zU{}Ls-t4T%lhIt1BE}`{abe9zbWz(U*6_Nel z8(slnKLyx~cswZ>UvI5Urshy4RjW{VovKE+AsUR&+otN}&t3qlVi?Xw{RH$0? zD+M91VRuRpiL1W1^^F^ZP<&-1bCi_<6h*_Q=UsHi$rU7t`rV|ZwzDdE=0k%M2NnT+ z-#Z;*J49Jl#~6;ut2fNr!A*f6<%(yOPG$dhq@X`m$CG$!FBvV`{rO4+!|egG8*#@H z?v%fH|KS6$E)?A&qGrDYAzh)ev-3ET!6NppNAG4Her;@QtZI<#lBrV!a!gDWx6I*} z&k^kWA+uoHY+g(E`Xy72iGl=_3a?gvYNEnAXCZRpy&*BJoK}&Qe)nv+ zeNw)lTlw(nDqn~oJNraRj&7ZQa&$*3SHbAp@Nm*dxkT4vh@{Xr8gXgej;!vqP!plm znBFS;I=m1NVV8OKvx>x~a+z&?r^I41kY}nLR_T(=;_7Zm2_F^b&VR~?jP0ew$;!>TbrE(~lJKOy{?>BG0 zeR=v50p4u)kpP{BRR#z?p>PK_hAg#3Hs@+M(}nNP2}qZKpPt-SQ&fEKv^#p5!}<2@ z*Cc=0hB<(bNH{6c>ODytbSf0%}G7W=e=i!=QV~%VMSWlg@^wpDcoH{-n!d)s$E52rLc!>JT zh9pZY*)LBAw@^I$wjDdmhvq5IANeFOTp(t!ypUq;eK&Viv;N|w031;|2_`EYYO}QW z-Vynbq>H+I-rC&!fqS$Rh*bJ}{(ATd$&n-Xw5D=c-_PBooq>!M4cnS(Cz?Dmzb~#C zJKwE==z@5a85K>|`}q+|HCtgydrLU@4fi}@zFOkN3~EAXZ!zQZne8M~{N(*%+{#vw z-0j&2^6S;Y5uSQEZN_hT_gecEZx8O1emQ%g6MEm~vAO6hz1P8P{(s&JmGPDKH8#o) zm;;wD4w8Jhs>Fa9X2R)bfw_PLf~iQ2|ER%K{<%0@?Ias&{xoL$fn+?99x;_v-KWQY zJC3BiE;P+htp7%wxnb(=^`OV|#T9cWPL>=mzEA=U1d9{2o*+}n&@|$CYCJf5?2IIk?X6G!55aIiY-JrI=wIGYw&{{A zHOLM76H!G+y}0GZB$X*d-&BHdimOZNeW`ryn0)oatW+I?>>GsY-!s; zR9=vaF|z@`DLJ+omX)$B)7s(?b7t9k7&y07JSF7AuQcyyf`F$I+#atX;4HaLZ~7C^ ztQd%0sJ0(^mgspLNsUtwdLKy$SkDhpN*vttAB51Ok-vsb51q-*ht|%O@P#joOyCHi z%_5-_53VV(V8_r)@EDdef%=xqfJWaPsD>B-{w*U=C{!RcYUH+sXABn%!BEJ z$LqE3n^kPvtz(h;?*xyVt8;(SdMoku?-i+U#)C7imfT*qq{dI9#2x?W#lm>2wldH> z3?TCgX3{M}23J6nScmwQse#{@Djz##$tBRHH&lRkaY�->ID!w zl-m|-H$x;HN`jl&47?lo4$gih*WY@0KP3pSl#}X(_RMsnnhEi=>M+{M zZvhqZN(WR(`NU{vPP3bn`3GZ%c-4!>e~W&mZ%NrWAKWh#`V20jh^R5CLxjiVA2iI` z5;}Qelow#j?vc{`+Ldq!3zY&av`GE>Nj~;R;=GjJrGtx3lBo#b#Nrf!C7p^Yygz6* zdlqARE(qI*6W`cwfHZf*gicVvA@UjP5g_2FnOsjbqCcBvB_bi*b!fP|@KeSnY!d+eWwZyTq{ z6_&M|^mUNkVx&Y5aG=ZcV>;=x942YIXPt%Epmvq{1`sg^{u*r>bX2iVCS3--9b; zkoM$0M#Yy%&MYrbISI4+k?iH3JX@i#oe)81@QufJf9qQZVFxp41~_RbFQ-zZtLR35 zIj)d>Sd1me|8dk=JE1c~*+F2+Wxa+LE=T9l;R_a@=D~qOyZ)Vr;80^E-tsjsCkyK* z&pG4%cpiQ^lX`OHgkxnerTZZ`w1w9;eYbLeGE_*|C7*|mw1?^XZIz7d*MttAr0lbTu38H?CF2TnZL)M9s_KJ@v$ES-9Eoy=sU5 z-KJCH`G4@&3wfCcM)b9@yT1IVq!insR2xeR2rPmUEu#C*gUbAr;W}#@8`)9{a1u;I zPsKePp^kkU1$FFpH~_GNXOb3XpH!?LSMWKUwR4R+C<-1zl`;a>$m~EOI|5j0LG;P^ zs+^Qs)xK_LEk&<1YbNMNlF$rgo(bzh5Lllir9)V7-P(yB(U_YRB%~=O@h+tgX$^=u z@DPv4Qt19%cCZfW-&;VYY8jpKqvxC~*vp6e!_H^`hLZz8BJ~DQEUlMt<68qF8O@sw zm1*NLOWT9iDIe4}3xyu3^`3^Cqkq_ntdz~A!>wVt{wC^56X6#(ys6Bl5nCI6_5$M# z?C^|VUYe#$&fg>A0}c$KLV$_-Yxt2kdD)Xb&n&qVKtnZf?C`r+t#V;+L(LBH5>~P2 zM7-lN`TgKHurL*Kf`0a@OwxC50}BJV7Vl^Ib5Mm3zhjB}d590a_V?BD*Th3sn9PF) zlY9cFR~Q6(1(oeZ+gtc77qsj5$YLzXnO}mfVb*C+^qQ33@xv)*7%@c3#Y~A{uPdoU zHg5Ds%Bb56kJ_FmxF2#uXW$);bx?|UhC{sl#RU^ZMvZh&882_s!v)f((xHy5ul;~v zKGlaYo#CJzMFBwc`N^Y}hWJg(Nm`&$90WylZibvb#D^S|yuVKz4B5Mjx>r6NXXZ!F}%y<+BX!Q@CmgK@3 zAK=7Ulk}A_0>MJgc#PVZ1tvVfqBG~kh!!(_ss$d%v&b0Su^1mss)?akTT+~qbSPfp zJV(_>B=HPaaMS|yn$C;|m|9;lvZxAYjba)FD=(q?ik!ImZSYo9WX_yFTep))c_r0f z0l=Z=UO(qB@443p8`{Y`nM4#g$0KWWejw2r%1I85cMUOa>61Ndt(^MKObn(Xok_R0A`* z!vpyvbKl|cQ~Gmg28v&G(D}xtQ)l452Zxu8K+HTRINjXeP%GwIf#>_|rsE0zOHHgpAVQ_!EqX1g57IpYJ&L_+2KVVmXvc%30OKy4Iia zV*q7Rg@@^9bWHkVjSH=xx=|uq;S~G9_hT~wdL1=K1pPSZ)j390@Lqaoamk(`*=KH_ z%6GEoC$M*o|EA!pa?ft|#g9u#6}-fawt}OLnE-N4a(a`{bfN8IpHSh2nD*g+S*vuL zZ~}P0!732I^Bd*^1|*e0io5H?{b619wY(LNb5UVYpeN#v!Z1Wy3b7rxR$;1<7iq-- zK{f~w;(TvB{ES6570j>ry>v9PbkjpeOZmJ7?iGlshCMmQyUYANmI zoTgZLp98~UrvEjoC%Dr-OPw4l5tQeJj8Y8+cB4 z2=T7z92ldT)K2-_x10tYLGKEzFLFy6TV~vtQ5j>6#?88U1mvffnmVi z?wiM#Z)j@yPkIwNRmJCAvZr5$t#C##<~e-UVkDbCh7U9eaE4UxA`b_?9*4T((LX`s zP}kZ)?di3(3{OOZVJ7klY=0~~+&^~`cNfxL3pjhl1Xq+Gw^OC}hYQSyjBt1Du9U8?`Lp1$&_l zzNk0syznK?pj%a$rIyybsp7F%o1|tP1k{s5uKbaOrA`J#GxryU+v84KRSuX_i0iciUc1U!b#uxh2ntNfT))PWb<8F{jWi| z+58m8vr(_*BQl6tla=)9MGHLC)0Ha#JPeUk&y4Hah^O z<3`^eh(&khirxM6c?MxakxZ>}|G;^yBZt@A_Qa{DBCmdN(q{aMU|4!w=S1@>ndw*L zR=1z`l-<((K$vPt=kycN4<<0-lXybY2gXC8m=&5sc^eV1SxH?e!WU@Sjfa)K`c#6)qaS5- zTxnwllDR!8j52_n>K(a}Lc^!epC5O8x-~UWBCxZw)5Wp~;;GVwAy8EyFhlwteU zX?)SuWfihr*8rhS^0eO`7oyBO7PSqVheN!RjszAn4gdI|b|*@dHs84W8aM*8%p#TX zeDGYr?=l-^{=ECVjw4%M$G9l64N6n zD0rf89iR;b+P9~O(xTCGe~-1%PcD6}XG98c5i*N)NvkImr_%hshJ?$X7E#Si5fm|8 zHr*Dc>1R7Km?4LhkqEe~_1FeMb68b^nrD)|WBNBRH$u$$6a@L^ z-zotyOA=W_Gv1X}%%C~p+~(@-rBrknIlkw-!mSJ|#$QYGJs+k-O&G^IdwSqTY$s9K){0Z5+|x7v;Kkt8N0mq-+Xj#C5*lD@kM zgCFx-e1Lcg-Xa)LCmzUq-iN@JtuU0jr^cI=N$wTvKlIv+$B$bp_W?BBB|ohk{J`>i zbMq?*wvq60h*B`Bg(NTX$8IYZUEFV}y`S%+3th}#SddY(!0(x^B$Y9soDOXN9s z-B`1&v696%da>Df`?F&k{-b}RB-g82FO3#G5&5!HS~`yc2pXq+o|&HqcOWc=7Z4j2 zk3_>2sN%K1e2E_+XnC!Dp~dZBQFl}5s180EUV);rtN`2G8L zfukW1%1}p|qf>=fy1V{!OFTF*@MU44;E7%$QviPZd;R?r%rpdoj)~%c-;LHwUcWCb z{n}&t6&DiLxSDbDZO3C8zH7{AhKQrqe_6!)te9je>Z&Xf{1bCAQBSo9C@V9 z931npfoHGcmT0f3%wx_6Me~M6U_7JYHx8WXUR$nrOBbHL8}tC8n|L9vfR%$|46<3O zSEoDQu%dz|nMLfZ! zbQy>zW4d)D8|fSpWMdls+!-fDK<}{m6DJJ%*-+w;mwlH=3pAxjD&#WoJu&CLYgF)Y zJ@AwW_Y{}C#(Ac!T@m^Q@C%BFq*l7j_vg=Gv(_#e($aB%(!L4}7P|fo3uf>db@^A) zn`*Q{F@w&=HJ$m(r@y82uKVw`*@WYJk>sO6=C=`1gOmB?j6Zk!m&{M}je~3w>)3vH zwRQ6qQ`)g#b|@DSF@Ndq2j@-pZpZwD^kf(3v~l+O^sp;WQ_P~>_Jm-qv_TM=bs6~T zQltL}0#+E5i?1pZg5j*iSSken2}}2YI*X3GYk<2BL_vT)Utk6FIc35x3+fGewRR?M z4wg9jEJu8-wK41QytOvnTdZu>uk@2FA%ClxHu%kJvfSWD-yM&u)LYCNL^%=yH^w{z z`4A1`8}H7_q->RbwslVsQ0spHO(OVB!(kmZ_>gXUoP1R2LmtdG)Q`yFzHNh!OE=^` zoOt*uGTK*ElSk)YL$S21lRML9yzD+8-<_ffriJTb5k zBPnFSft8Q^y#kD6X<)sxZQ9TFS0v+-VxlD3 z%srs%c3R*fv4E$ePFOFT-3?l6r5LOUMs}$W{G&nqf9>#eLdTo|MQ$$p7m94|^nMk> z(3EOt>`di*$oOOLy26E(XHp=T2@$<*BARlC05A~^|@7s>bM zL;^s?G-~=>U%h($>Pg-V^K*16D_;QJf&4uD%JTB^LeL&Nl55f4MuH(7ugb`LN_<%K z^)~V=nl5u(sdU>C6s(ojAW6M~2HJ1N?w-AU^leE*A>=IFuE}<;^7tb}QB~NX%qepe z&}<5KHlsk+KoVkN1(4^9Y2CW4Z?!trp6cX{gigJdZlZ#Vmf#KUf2;qd$`#sNwB;Je2hFRO?){ye z827djW(0FF_3FaF&z=iNmR?{*o|?{pjZUws`_;tPtNsfYfuQwTKa2VwT1WqX*E$-P z@SlV6AS0**lcAv1?<0tV^}Ry4jy-Gltj?ITWKR%i zA~dGL$t33@Uns(okM70>$qhe}grRV2Wyuj}8XlGr8bd-nOR?XmYQKmM^lVHbUuS2cNj z(jU(BwrzhbQXwmO!od22pTJ~!;YW6SrM?%dH4CnI%n98*j-1io+|(L=apGxxbAKX_ zrtmNP80e$k7%*H=W}wWGy<}%wy=1nwtQX#IVQDjrhDRGSWkOLhiPAt2aU~dRplbsW zTo0;xE+A=hdV%kbn0_QclwbPvjSQOZSFU@kpGB*hf6^Zx{lG7?Jndou)pTsE`aRpAf|sxzQHB#$A_1~}(a0Y$m8<1pRwqI5 zKE~X@USrH^1R&}e3udohOT#?(E;S6DbT+UBxQ|qNC2SDr*|944rC#t$E1<)NTAm>l zaQ7rcL@f!3wt`-0pE>KXsD)L0LfSR0n7W^mQ~R(*Cdr;h>MxUkYS4(SSt`rY4GiT8 z=V_2zS#dQo!i8|_@d~OC;u_kfZH#F@L4ySfXt~fNaMTqpw@-IFkOg^)EfNFe@cQmK zt;$+HRc0JUc-1}r(&PKNT^i*QbAs`n;-vNlL}b$p-jhFjUxZ(}&;Sv>RQQz;ikGyt z0i@T-j|3Xe_24<<@bnY#!Y9!W#8Fn4eDyVCblZMTlON)RMGG`=2fbl@0LSO)-}Rkq zN1?SdepSI^*r1mn>i6kxAo5I6Q??MEQrVv@Im0IF_+1Rn1b4R>4ddm^{gy`)IcE|VmLeo}!>cvBN_9&)du;jxI zhe4zb#976*vxw8Cs6rE*B z@%9;r7!myOe9VeqWh$SQ4d9P1IQ)@!AjhU1)10EKl&J#}r`(6zuv57ZR)YJv5(FYh z2FKcV;Q9OD%#e_ffTeboEg9)IBe12_5bZEZ>`TLo2SLC2%__+GI33fAIbhu0x2QE> zO3-58JQ~QmH(vce#G(kI;(c2zya^pFX$Q?fK8iVCxnlOqJN-cc3m@MxOH0ccOSs2@ zhcyN|nHUb0i$z34m@ela0~!|5Pr}7a6fvZGKJ^62Dhbi^;?xqN7WOj$z?e!wV&eOg#OhN8Ek0f(B&_ps3 z@=cXS={cFOmZWfuO$>FVF3y z#qu@df8^VO{%M*(aQ=>|y8m=W2WW`RVv&`pqg3yj4^V}l4b6mh&(LY%Xg!Ud8R;<@ zV1CfibZyh*n~rrxr6r^1VBIw-I|-yb=Y4kVUSb?k010fu3-|KRr@>wb%Q@}<7&p^GSOh(teR&*YkLRmMQ%ubQI+Nq^cZ5OlX+Mk!TA$yDJfqp;>TaOS;o|8-1mj;7be9q1d$h z4L}s`CCvYq*wj1eSGFTc6C_WfVD>_6UC0^mKmtiN?E8S=pxj7klwF@9(_aY?Hn_W; zUUkCk^*aN_AU*2R5j0FAIXQfrrdQwuIo7!ks86_@!6_9yY!Ascn{bW12U*T!41!1H zMVIlR0&U!F0pks}+dmx-wgMjJFM-M>qzJh;aARP=l7;Dh2t#f8Axf$={1Y}J=e#g) z@9#|$sSR#_rxW1IjlTdV}Q!n?uj7#9Zzhv-rz zW+pfy!WY>9knmh>w_RIEb)$pG6IHQqe+t9HA1GY*fOE)9wSi4%UTN&D!6D@8Kwh}5 zUs+G?Gu`Llw#MsHGS6ydQ;Wk~k((<-QKjgq!ct?Cez%|bdw$*z38%OlcDYJqu{7RO z269#I3_#Gy5{%g>gd0EiBBCyZtVS%A6`yZ?I%~bMT}t+yc!Dqqj13c!gUU6#45lG7 zVUG>fe`t?EWyW}Cg7_553l?yS2$8zWLr^b_k=y`uMk9fRUka(bh?-96vmq_dE=2i^ zLDU5HBGTDU1Y)f)6(}J05%l(j6AEIj(6JY3$kbeySb*R0_<*3d>9c6LeKB|4^Ick;G2qR zIRr3}9=75PT*|*>wg{K9fBb)u*^+Mv!2ts251=_v`Ab90Q5F={h-?M|rMRB-tHA)5GHKH(q>y zQ;#4#K%^eT75xWWBb5-{j2VWYgkdmxaxPh_Q*J^?WY${aF?bEyJ_f$BboCuK*v(uI zr1K~o!mM;X(yiZ-(CJ0?YeaZwNBlK+ex|a!-eWrmRv;PN^K!&>AX(WXfP<)i%}qi6&It8#GT z5VVM|3L1O>0C?X8|C!-Nh*pjC?t!OuV_l*{m`Sd_=<6vC$ci$2SP_RvKctk3F*@~2 zNSL)wwKr8E!7FjpSwX2Gp>Igq7}9YLEPSas$X#fz?>+(C6Qyjz z|ARytCAV<^66qL_NH6nnBoZW_{a3agjdvB}Y}L1fo8^SC@PgE&*CnE%+a&bic&H=~ z_a!B9{X`6~+rV-E|0M0<0PmQ6EqD-wUdchD$J4A!PU~%q2f0*A3n~DAAs$KSWMr z7jHj293_>HqonSl!bB+y87;1yVMKWOhud6bUr+vuyqF_{3vi5J$U}55@QRMOtEQ=W z0G9I@(8n*X#_(i+&WJIo31EJ#5yS|zjJ*0F(q<>vW=AtT>J!++z@>Iz4X{JpH#j44 z>WedABp#d48+r=hIhGQg1&sh^x{`Hg6QLl+ZUb92AC01af>FnL1Ufmu4CHRlk3@t% z`gy)d%khMzQQw5bd~YGPc9r7lT?zXVerQ3E^oyVpLqt&x4MqIVT=)EeE9V;6Z=G`7 zq|_N_1=0S$#l2nEMdIEdK@(smAg>VPuq%0c>6JtV(vQ?w;-^Z9?{JU-Xjd!)N-liO>WAE5i2yQS$tY?;2hR@u0}WWQgBv zZK*LZiC?PsH2h>hA3|=^X1pXdt3lJAj zyDu_l<5!gDdw7-OMLmptJ~Z`FsdQ;gj%?GkL})X8ZvMGCC4cSEw|X%O0&q+KR_ibvC%h{>U{=fYhW4nEe0D3FKkKjT0uWNKzm zz<^DvvYlYrsPALJ%(?QPu5?9Cx{LxGM5SHlkG>G@c~xTlj-mspLPJdVDrVtU(Vnd< zlLj3>p}J8esJwoY?1Yt1X}5jMJ^wP?dF(KaKp;gNteO~z9h0ku2% zb#LE?nxw^{nas2?nHyv`^vw_VAlfG@XWAgbq55oqsN(Qg5T~lj%5!sRV`D7)-LOwR zH0vuX_h*@Io9FPCX=gU809W3TnVHv+C^+_l zQoJx>9TvJ!LND5x8qIuJfW3&1paOKMu|GY^b9F2>zDaDiBE>7Rk6SPOVfq{3y!79U$WXtSTQL)c0R?u`Nm}%lLYZ9yz1N^ofot?{bxvitn zhNo8cLfK1qcNDZKRVHYGeuA|~(8jPS3!v$lZu@%<^ZC75(A$TMSzJ@BHQc=1QFa~< zPOIOWPCC*bEz2`+1=S*~^kHDek^RYw>k)F7Rf&P_1K@h<7=uOkK7!^cy~Z1cT5uS0 z?Q20M?9{AFeL=e#?k%3s!D2Evsst`@*j$?+ta6q~FHfGSQB#Cbb6+1V#LL|PoVi&a zw$p21q-eTo0sR$~9l`SO_3PKR%!d*?z*9{Wcf1jW(7RG7DPW`h%AJqg7z#heS2hq= zw(AG;Wu_qH;24mDh|d~vd++4#KQDS6?RDvfU1mU?M)&g%*Wdk)gB2Zz_hZLxF!_Gs zC{UkR!Jt9qqLeb1Eh~i4u^)8gAR~N1B4z#xm&ceXgQqh)+*=)J10l;_HJ^kfit2rT zn>s_mD6F*h_=0-Q@8Et|*!pT3Tv>W2vWCrMmu7#X;et-~ll(HH`)^am&-?TqW{VjD zL=`Rm8jyuKFxBFabC;2@0>(@~mIx?D8o1Mbg{Bo3p_{_VrIs*$S+SlXYXcWZ{74b_ zQg~}I_x$nv`oS{i?pC;EYbqB&bUCz(o>_(j&r{a2a3PUusK>W+!2_G-|4Z5%*zm{H z>OY0O@XGMfS%zInR0!Y!{1(!}gZzAkY9GkWE=9G=_+6TnT@PzHpN|TN|`zWPg zS}5M#4kPRAax;#p;xclj^6Of2TFy(NgX(tpb-J0Xm3S7a+z)-{2T%|WnzCK9wvQL| z6#gFIZ<$vJ?8D65;ky3lIaE<*@wtPJ|#;jXuy_*wYWQbkHu( z{2pGrW9`oNqd7qDWpG`lOw=NDu5H=K{`85JzqGheTn8=|UDOw4WHRV)L3+q4)+pLQ zj(X#($t;b=}7{u7J59!d%6O7LVO3qd4e59^yYJERE14mZN28lU@ zD|O4OD<+!{l}}g|U04ae8vq3_ZDJ$Z?ioQ^IK@9%9^%AH=>%Xht`TX~S$};Ng1ABH z7XL`!cmDWury$Y!PCMiv83YFBIA8Otpfl3PP>tLYkQZ5v#P!Cp$}--{%+w3tgRdoF zXn?jus{A|CKvx%IQNh~~dpaWoS0l0y*^M%L1aRLQjpG{UUnF$8OJGc+O8mox>(q!W z%Tdd!z+KwH_+kOXV-Q|B8oF=|Ik#C+u48@zh_5Y4?-(DenkW6n;?RDI@G%+)D6CH~ zs{@CIvV6|@>nm`@Oz&aDb+m4z2GmkkKL+}_ukxF0K@*HPq$ROEv2Ws?(72x6prX=0 z_J}6~=`ih7dyD}Y7TZV6NDyriu&1#UZM#onMxFtEpWT@JvHUV#>e&n7sY=UsH4p>g z0G4&bd^#M8=sib`l09uSqb~+wp&AP}pAW=cbY3@&fCjxTL&XJsc~2HYFBx>T^6J)V zu58Fl?B)rfuCV32=N(5t86bQvAlEu5FcoHLkcS8arcaFE$Ht3)Qb){D>4a!p>WHGr zmTSdW9^GHA|KRy35bXrK9@<-3#=RMSaW>G`h`#4t)KoaHVcTijvv5P<;yn4|k9gMB zv(p<55LG4b3lj6FzLbJH-#70FW+HUZ#NbDbsr> z{hq)Hm{m~aLD!+Ku)FW?VHYi?;GZ}Lq}E8Cwyksm23`jU7Lf}1uP1~Ri!VPHstVB40G(^z5pOdiw!P@N*4h5a& zf8j1CHtAFOhy*v`MQ~2aU8FJ;p6?zQNF3!Ik3O=4L(yH`IckB#m?RA9l74^;1w9n- zfay@dBtR@@T~5XCPnba8QS6c61RsbUeF3M}LCLIVDRd0+J!w1wtuBR4_>o^*M?kA< zqbWS7e#(c9i05PKrnBH!eiW#S--KD%v{?l}-5$hyh0APZ4Vg=wfoM)ztMTj#CfzNf+c6qpCwx9l^UJpPJEkwNv_?} zu50wwx-H_5cPJ8GjzP*q1^5C+M#hox@dVe6wKZj0=t1#?i}_3$G`3>?g4DJO>MOgt zl3#tkcCV!qbQxnzT`0fH@dg{^0i5i?^T=IQ|M%4Drr8QHB5OQg?uHQNj^e8A&`z%} z0A_JH-zLx&(EBYeF0N~l&m0SvT;Qlhq5xl4W}p3|lB`&RdjMr+&90kFF@E9)XsvVU<^hqvE)nL@I{-tT%8 zBZK9c^O)RV=Bh>K)~dYAr3H|aWSfb^z1mvUc6w-Oa?(Lx;s;pS--w z5fW}pkcXbTCJPJFah&-`p2I04buhuKQMnW^3-Vcmgb++HqJ5vQc!HS*F~OLfM}BYu zYV*cKOJr*BZ9aWZ01Jz?2>nh;EQtNwGLdQP7p)=Q9naN=6S7`4R)Zp ze=h?Sl{C6$A5TkW(bk*oC@Avk4u3`EQywWGdwA$k2Ud25{JcB__cb-d2Nl9~Z zV1E2PlV!y7Hu5o7r=dql6k)M1Mihfs*5mGSTr^)(VAWUi6!TJ9yH@>*)9pTr_(Qbu z{cz$en6Fcwh?-KNy$zB~Dj>rP5Mzyo7sVK{&!`~!l+vS|6k62~PbEkjVwTa7BS&zj zF!2nc$6P8X$!72Pc)GDz{)bJ4$xW2@48!+$BY@jj9V^X073=u8WCeottZrBK=Lahj#(8_-Se`< z^q1rPD-(q|Q{;K;6{i2nL@7WrQD(o@4G;^#|9yq|*ql`)?vF9z{#XxAp-g8{@g3{xSx$j3M}uUS+TN@@>-km1Y) zfxTvwK-{J9-?#5&_N&T+^53fdeSOg_a%Lo{Nuy_ZEDG5l4?G!WEk$C0u_P9#HSFL) zI*9vlIbgnLsqbI3HNwBb;0Nl1g;`GlC!(>zTF6GxnAn69g6bqSqLEh;^f7Sn{^0T7 zH2PE@-Y0kp@8_*tURCYk`tu(WeG79y;@%A)R9)OGj;%s}aXs>XDD;PyRq_#-EME`4 zn(AE{B7Bb90Su*V2xXFpHVTeyGIU^ujFQSsCWMyy<$MZ3*j|0&tm1X&sR{zn_S}r> z`sg6ChK}LpgBGXpN#OgB9*4lXL53-zlQ`nZRaCBdWx(wU0H>c`QzO|s*LQCtIuI$P zQ5?JYM%D`gy;kXDL*?)42AIbaq0>)sJnpA(^bFD3y^Ia8w*XSW}GJXo#6WH!&14~b$kN)~uh&`Awp~#F$;<_pNRI_8M z@ERLxcs`Ul!8^Uq{Q>8wnmlNRRY(%a6sY7b&7-uc#8IA9(J0k`7o8DLs2+ zs@;C`h6s@>F57}!QKOb==msTNi~c9AK@bm&L021coX7n^>|F}CLaeC3<~^syiUShO z5g@T!r?UPeF#;qClf3y7iSxgh$x%3D>x$W~Sd7#m6gO1`{2Qc%;DlS?c9lFZzvMYk zOo(o+Md_Xe+f_;&_MS&k@et{K^kDF-kBYvQ`C^0+>1%b*%ouE9>=CHM2oW@7oWe_$v zf%OOyMYghHPkhO3)El+WJ??xMg41iDV)bO=8ftYb%*s;QjS`!6)Lr`A_8s`7|w%?QUbuW$0v?| zZ|P3OA}j1?Ic|j&q#h4AgKTbRkXN1K^@|If)s>!ok}4fR*T~yeiDPCRDod~kyP37d zI+6DJnv2GlEqO$rZoZD=6PQGhw-#QB%ydCoWP!N{efZzBz<@jl4^Y zm4|uZX3bJefXtQGjiHg1uP+Wa*~zNc5F*!Xc@WQytN>-XdhrVLn@g(6)03Z_T%bJ< z&iw*}J#Kl#1zV7)t(~%%5|9mrrXh}8Z9BA;Rm36hFD);;KD(*Eq27Iq3)+71rkNa# zGJ8M-DTAW8jE4drWTGk5-@yY1z3Dbhn?7wLLxe|(7YeM5n$O-wMZS^mWvbzr4LEyN z#vm=OTL(ZGn)WgekUAr8>CyzC6Si_NKw*)11SPs z5KpvN9v`@!uIjMKGf~5DW}!zWiXJBtGHRtW4%U|>u)c62=CUWUw)TzLYRFs}A+4Xl z`lUD`>{mab%I{^kD6n8zkl`{N`Rc0sJoPv|;(YOd95M1mRR~*&Uja997IrkJ=(fH& zweP~o=S1PkUMi_0*|?8h(+K2CPEP)K+31+l#sWD=mV&5kN4~z=>H&WI-WqgJRvzGp zb~(n&%iG)4IlJ~z$eJA#$)wQe?y}i08l)i!uPHfPJL{?4B|Pz>ZSwFdc*G$CA#)C& zPRxCCmEq3L%4w(O0UZk0fe40+InJ0g#%@|l{>&;wli{62^S_x$28vx~Bf%*F4Fg{W z1W+R3%XpK0xdvkp7y;48L=lnPKKg(iU(~H7gTB&7px<*fAaFit3}Mpn-|RXj&f4^| zaf)X}$bbAnXE`#x{b0t`DU8P*MI>BC?67(El8jeouZ-?qzwXWYCS~Qzbi@A@O`4Aw z1!2p$l)!_^(8$LkoD86)I=vZMSe@no{4!`21RAmel3;1*nB5jHL)op16I18>-(C}o zEh?7cYnhn!T~rz|ks^w>1f$*jf1c?y-F*R5wLU-BF9e#bECj0-)4tfLGK|L%#NLa8z{+Sr@ zY5X0bu46kYMr5M9luMhG*iEq8qjx3xpFfhA<0q=PijLZx2@T#{-%=q%>P+vsq^>m- zwdd-LcDV~JbTTfS;GHJWF1AVD+5@wNX!spSlHaLz4`_^N`Ocnpyf$98F%Llww^wQkTuab5p(_glis`y9xh)q^U#$m@8b+ei?&@x>(Qf`-Z)bYu6qwF@b2;%vu%vjzj zrFT{Jn7>!P#Z)*S8UF46yX%fi-UxpApc9FZ@Qai&$k51rYOHHfC%j~3`}}I=b$_x* zcGoBcpUQm!AAq*m#z!u3A0_}@;`9AR!B*KUnhJ9x6T`yh9@vIq^^m+-wm%v1_SUs?$B%^SO>8?x@mjY=6v5PA=39)g z9vmxJFd^V_y5UMJqFF<0TZ}E+?j%X+QhMhf|B7CB?Q4YLuI;eYy1}iGF5fQQXK`I| zH$Hh$42o<@iM*(5Z;=#vA+Y?)L<1(g$9yAa>%E?(@wC`Bp-{d~!5pV&cL${3oa%dc z$BN=bi<22Z9rD}4pc~FBxKB(%l2h>YF`sfc;lq!a#6x4<^IQ`KMlI)zCL88*{*WgO z9{>HY!fR)DC(lmxIeU{@=D3@Fz(SJx70rOPr=QBHm0Kn%@F&CEbpUhyY6Z}N>gZw$Gt_yzN5r9j8M9~2y@Vd;+h3CfGI zZ=!?VQ|N~Xl<-)q$A1sI-DrOB*q`B_?orcc!4IkFFkR19@ zKK)f_)@B4s2;;UG59m04mYnW#Qri%{J88AekXZyh}@o)jg4N= zY?(nj?6w8|&~K3i+|4|k_hn|b^12EueorPgZwDBTHj!%-KB`E)9prt_Z*Jh8YC#ga zo7*u>81obMHGC*SQ~?9hx%R^DmFA4!Ca-SX)M5(iCwqr?-R3l}`hFO5x{*ZPkJ#25 z4i@eU3yQ5R%jBd_=rS#VYGn|CPxA=k>7WK5HC{7X zINnj7->0vvakGr$X1+*&^TRL99h=j$`Rwe2%4{i$xBQArvx~2!P5HzVqEM1&SWtxb zO6P}8H#=YJzbsIaX2YMn{i7+tZ)Z1ucUVD8!uiFMz3g7)1ebapk*+Pz9{v+F!}+pt zFey$G!FSf&f1H-*5VzXs#>OF*%T@TPYZ*P=F`{Tuc+5XxCSRKV@><>hSKC*IMY(?M zj*2LXvbSIWf=P+w5Yi}ubR#*S5(CnWgM_H?69rVH8wsfy=@?Q}BuD9?Ll}ncjR$HBY6MlMvuCDoR}!YJ4WckN&NBTbZoshp@5m!) zlf9rV-QH?o(W)ia#8;y#-+k>I<8w)DfD&Fw=iijYx^vwB5CbY`|NUf0M7LiY>V9f~8__yzf=636dHwozoA&sS zZOj^PzmnbE7e~p}^QYXJ(~B7{Dh6=F-4>KNU%mcKX}E?n&r7B0mOzjwzwTo{N2~Wa zZ?(l^<1<9h+jUB)9JDWW(i%hEkVdJAk@1E*4)0D?gbc1v(*5ra*aUm6<$ zO1XY#818Xtn0_Z6(s?kJy}ZFucNXq! z3q@S;M_-@)aPCc%?|~5hrjYjZc62A^Gs6YDpj$P9GDb=Jm2!+6XG|iFpZ+No)zvc+ z>dwH#P@744-_pMkM>tIy@1C- zV9ut}k^b(^=TfPTV=^W?EGLf>hxV7!j z%3H675w5C3oftj!fN-(!&Q@x~(8Ap~Ni5(Zu7w2mXtJ{2Vpc)3xiX@UC{Qw#5F zYD!pcWs|Jzf6mHmRAhhPV@wUg$dk9>aLNAJAq;=P3ZXX|WskCMt4y?aoW1bZ10*u( zevG*GL1TL=O*`(AqPl|B6DO{$j_2*^8;Z9d2FpaI`tc3q(nUJzJjPfB=KQ?uH`tYh z-T#%Is2u3@4JD{zs)H1NX62)7Nn%*wcElAaF z7hD~sGZubQ$If;=y&_R0*-}_)0H2br5V-UTreh=kgq`N+P}U#SW;L0eww1d1`4=00 z#TR?84dkx%c`QcfDC5N~g)_|Pg>zWzIAALLPX@#E*X8sIA%PNU&|$wCX-WW1pH#}~ zqL-yp{epF-U$H7y_x*58pe~3O#L*X&>u(quGL`5q)BT*^ysj2osAYy5n!wx=lvLdC zbWD!x>(X{gmO)>F%U@EYK;4Pgx{tCya=jLv8ca8ih>wh+;-;LPVqD(egG`)P2l9wt z;ab^el;f8?7Ovf8-hP!uQPnvDHI!SxI@h6C+!QflM^Sg?u;B4Ab6bAq94uTf?RE6L7yUY{I$r92keN7D;iIGe%BV5wm z#afrPb$VpJZx1h^e*p82kUx5ee`H3aHEJ?6@{uTrI9r~z#LHckoet`b+Xdh4Q48z5 znJrQ5)9^RU z1n=hAMwL4?07yc_UpxGuw&x;|g9oEvwD%5rMnt~+5GlT=^VqYLfgyX-oD1V#$L>@1 z6yGj*(U|S$Fv0!6t>t5B2`)Vuaqz{91D+vU{TJd$_0@^!qTRKY>-t&ukj=Y?)4Dws zQJ12WKj^y{RY;p`N3rwurqwt6bH@S}8QS{hyFaA{y62H% zHYkE4o-zS*f`Vzo2O37Vq&G0tr!Xp2-&M{sH922w-8T ztBuUsKxz+SJzUjPD*?o20@tpI-gG2iN&}x`E^7#P6T$6J(q9)wGDlG}kG)E%jf#2H zX_UBvkDn}Y^`&_Vi>28K`)O#Z*2-omy!|^P(UOf@W$?Qq54F<%p*}`W)$mEX&V%k* z4?Qk=*0f`oyEdBmSTwD5t9kCqN!X2Ja0V9H8%`^!Bu3q@=C-tG8`XOdy;{1Hc6vkU z3Y+_Huk0a%N~MFXhdFSji~uL*4=NAPR_Kpg#N{ z`IhTNo56#$E%Wp;d*Xz%OM#F!y052T$s` zu$6&WLsYUH;@2Gby6|>Vh9__DDjr-&lSb811H4D6Yz{`pF*XiG(mQP5JU2sE-zh6A^+>!H zCAYE}yWM1yDh#eka(Jw-LyI^CQo7t`hD-)Ww! zn^7Vtc+qFAS-t8O`r|sQ^n7-Em6p7e?~`j?ID;l+!)dsi;R;o)td=F{<5=!ipF858 z1@M&^=B$moSqjGZt?|es9*GM{cshKxP?mNdd)c&RP31q@nDaeMS*rEIr5GA)32!6s z>s+oiFQdnp5H+V_HW4jC+d%Tx%tm>(?#;8QLEfUB#d+ENDFn)Z3t+3sH;zidXw$kb z#qo}`6udp2wIZk8@27Y>MchqDKK#60`#l+ZeIo^{gwM%{y^kuWQ*$QzqjkHEe-8YK z;SbMJFHd}09k*>S@Kefa5Tu+|k>}~WVM=UGTw*+^gFWBZ`&CYbp%*opbH_OLs`T9Z zXNSp52J1^?C1q>l z?$A&aa+Gi`r%cCDTKLjh9+>KfuR|gyrMTn?O}yNC^3&@t+?He;Wn=|{Ldjc1W}&@} zS<}%1wt%$v6W@ntmHvW;ikY9G0Nd2y+T|l)4X_Zd&Smf-+;^a zp2w2}UhM@M4@eYsDt6kFR*Nq;HGULUkzJI{m?fYuq?HqEx%reb^uwSwOpXi4pxMj% zwp=|7w*s|sOWMy(J@!)F@pQIdTHL`^oSdT^Qt%Lyt6>fbQIH1v=SBqtEkjzFeLHl9 zk*R6oJ;}#`5>bBaj%WDmlTT3C%r`OSwQo2Hdyagq8$z1bD!O{?Ssrs==l3UoS%fG< z!21TgW#HrS;c~?~Zod+%JanZ!-BTrDpX;TWkSRl6Y2*^g0^4xQEYjo2Gf zO#1EPQKH&aC)l1xYndZ`l=+me3<|YeTkFB=6Su?63 zea=zt$W9loFf(`mq@U>eM~+?fdy)m&T{a`N&$3OcD!$a$cR>PC2(zdL|0B*Y3gcQ_uAZygaW8>p%(AE8u zO-DwF-PF&NrXN3kLPlOP@TWv@=_o+OSAicS7w1B2-hK>pi0ejq4yJ>b3EU2*tiBwa zXS73=o7q)l)FZVu-dtV;BbfGGh2)KwQC&-&Zfd9kc^rV$YmGJ~!AVJOdu+n1nmA6q zn=I3R>_J4W#F3HuAY@Sd{cK$>{U?yH{Ci;m2ThKR(NNNkf$|wt9nN_sue7fKigMl{ zdi$RWY6kaDn+^)Pr#-ubUSE$j9sXKH3=^K^Si8s(f#Yj%7TPNv#Q3gL&%IG`(IXqw zR3?!6%alF(DXL?{(3BD3IoGELE|p4ZI@Vms88w<{iYRpTfvmnqq|Hc9tvk(;JUT{3 zu|}nBs`o#9qiO&z(@&r$mh#vwlT}@0#@Fqc4wqIa?(F~I&2h=^v<=YB3?JOJ^o~!A z$yd+u{EE-+#2ILR1RQ`p#r*?t07d+93RVgt<~uUOzK31Hy`txs?su$lj|gLxG9pN> zys4@|6Ik_ei;b#8m}tVb_|C?HzMY*Nwg4K3_SZmMVEz6D)yqkVi4F&2tA|2}5b`^P6}7dM&+0Up$S zjFm@wkU!f-)SiyUMjH7$N5D2PbbTV>IiG8btLk1y5TXU@slT#!6e_)m`0zo@L>Ook z2(EH+a;UJRMrOy#hu+Z|Y*((_rnFpq$RD!zVu&YkTZgiIb~<4R9c*sd*;d^<^P0*m!>8>^PqOD zTca&PdeNJeWw2ep&d^(3xlHQ=Rj49lJvX-^6m{bT{s;bQ0c+42VH&!t>lzqD^Ju86 zx2^0#emr>&9xnE`ddMwoPVB5`dr3v#1eMIlIq_^=BbrEHvc*+tfV;ei!Qv^=< z!~IeEiB~$1{RNgP`ipVtkklV5?w*}694EXgX3OcOo{7pZ^_b<~LxmM%^%Tsp)~V-&uTI!nqmvWr zjGd&8%+U^g?Z?^NKDt@GJMnUTt{>e{m*g;8wiWR^^)+unhy}P^%cs-Q(t6jPsa?If z$y=EFE7|k@6qfFOdB8CEF@z^F?r%Re@J^zoxEcM&+PII5eEP)M-)tKwOA@m06T;JK zuS~Yui(+6Ou0jV^qQHt+&tK}Qsx8POM$^ku-{!IbD|al{2$GzlPM_+G_6-r%Z~t9;8^aU1!1i%}Ew`8vQIF?4 z^$9hs?0f532S2;o3jbpSIn*C@t=(}a}uw{oLt1D>^@mJQT)TGH7 z3oh&&Q??IMPPnH$YB~2_VS#5Tx97YSU63?=p^?+p`zw!8_?DMaR)0nbHn{27U7X`b z?pY^vL=Kv?toM=af{fzdH8`>P^~6;5|`HJR~VO5 z!qUFUIJ0J~TA8D)oBke?rXlB3a8==?=xnJ}6~`AVZd<(Z$6%)J;>2S^6y5KC65z^E zimE;Hu7ix1E`czV9OF0ZE~Q&-@p+$En1Xdgp`IPupFX3f<;Xjf3VsWHyGJgem@6fu z9;%wveTsM<3W6bDk*fby*wI6-X)fgwmMSz8z5dfoPQ2^aAZjMZLeWDi>E#dCAcDcrW#H+L zQgKyK!Vj9^M4M-x8GZ#tKNIiCQt@?a3PHX}4?|uailo>2Ese^8|IL`R^S2=%+p4un~CM z(ennE6xW30X^O4kUwRFpP$y95I7_`TEgrhs!C zAUZAS!n{dIA^`HvPf6fFpYpjU^zb`|=T)e?w?6y9O5U7pejvqz;g7rumv3&VRBK$cz}*rE@-?pW+|U zhokWP^@(Z(9F6aD!06X0vmgKWA^sD*^($941Vxxb{rsy9t8~Jx96RSmFR7Sv(M%1EUeKu(c4*wBzQ>EJwec1Sl+;pb)|xIdf2m532z82R5;Q?A|olR@6{R%b3Q{7H6^@=eJm4BZ64WwZkSNU1S zM9Lg6h_)OGG*)!@b3@rR#JYCqD}%w`3#3d~{NA1GrGHRg-i5<+>F>2W&dys6(l-18 zPqUj+tKh$XEI#gErTfUseeR9Kq{o@u)!#xPQ$zm0@59p(mFEt9j_PY4m#J7vNE*P( z@Z9X(XDg@pw-JutEQH`{ZtaaWNbqu2WPiqhq{B4j_2Bf= zL`EU&c>btcgg>Ge{r2A*&1bnO-&M;2?hML@r-#8+|Nrk7RG4iNe}+Kn&Ia`0=AA-OM(eN9V3cQ6 zEROTp6bl_^=>7Zl($bPqfyJxGou5+PzI}UVNB%3-040<;-Gd`!BKjDEd9eS5i|q48 zq7%*NcRk4M^6%cgBNg*u{7*)2$zm&}Z#)U0@r4q<>32PW3(5Z-RXWyW6pIrQhi_i5 zqihMpCM6mKKmHovu%&#U{DMytV#{EHb?+awMsv3P1N|tlv^e$E&7YL35J|Fh|AT2h zZ{FD0hyiG&2i<{RzI>Sl({R* z(?FYN>a)EH4HDS&O6&{=U7C4s-o<$e03#Jh5j z7{5yZ_b^QriM!H~@4|e}*`5y0gBnTkXV0Fsfjv1}xz=s04t>Pu*1@2W^0DT;imh5V z%5<4%YJ>92cuMsQql|B*PL?)X=G|9k+AjI+j%J^yryu{oXEv0jk4s#E-69U~(W&VJ z*SN{krElskE-qLf>GfXo&~mo{;6H2w6KZaCrib7FO>=nkt9EDUhrT^shxaW>5C(MH zV-6*_9#9mV5XoaKu9KnatPsXJ2aHTWh`TCAvNiEte>G+goo>{foIZD8Q4*wyD6^8D z{qw2NYlx=&qD%iS=^HZUpu&O+yj%>$Fyue)16nc2L)Ii z^{-c-nZ-J86C4vpwL4CIeKFaR^HkVBXQa^sQ zcXH}b6D@C=uikOsxOuaMSnY$)u><3`BqYXfvv78xyaO^STmtDX&EEjFQzwAGzjbk@ zgGwqY%^T9AJ`QE0)S19zs}AfK%T%>MChHC)yklUsl{K}5Au~|XBawA8_I zf$9f-jtYA-zx^#V7L)XJ`4ta=h$PKRkD?%p;1Ny@YK6QL5xpijRbZPO60hG?)G4q~ zLNAWgZB>7tKqqkysV-D+&GzIOqf6=O=~t+}6bUd;A+u|XihFx|B`5ax_e4~;)V{xaA5~}-5)?`+pRhG*3mH;3%&IE~ zhl*{Z))$6xP%uWyvh54Eu{CV*K}MB1kAHsx<#>t1K3}}kGBa(VT!;y%gQ1!`lC%W9 znB*Yy>`9+IY#XB@>vx%X<*p&k1Zl0x)+CwXl4GtuHoc!y5}K__ATh;(MaFlaJ0&FL zvfEr=*FKA+*XOG4uV24T9qcb02tk!~oLTLzgrc$B?UmJy{4R(24rY*-I^OHETHp;? z{(z2{8>;F*a_{BX2;@7Iod3$~P*&F!`KF^d6L>I)7IzKZxuJqMTr}Q<4~>UWj7kkX zT~V_iu10}bEHg2VwmmO~GoCjcUoO;OI7quY*$|q8tx$$yx$Y=4-z*?R>L|fW%$L>w z8DzA@?MZQ~_w&Ve#CG<#LNxg;bWbT{9`>iszsRf!n{#$e8oKr!?0S=dog)W!V8vWXze{mMVKK)_8GepeX6J<`aJD2TK3!IlTKY<#4K?Ll zGx2$--<1w$b&bc3rcj2uYScqOURYirO$V(7fgBEYW2s%BY2Sqt%0NHc1vT0z@44a| z`q+4@mgp34p!D5bv2s7!$8;hV#>KX!X?L5lIoWQjcRi03rfrct{kzC>!4%q5X+RF) zHV{2A{Pow{oV>D*!~uKHEh0x{eYAl2Z2O6fpx{9+sAwot63zCgrQI&$l#A3qi^qQ{nCHS_ zlxocAal?8hm!=!Y8LPvFXU?4IEOj*d*3e+PK1(d`yVw0QvZI)TzSCmws`YfNY+uVY zX`Md{$0DZ#G^+LzqHVPA`bzBMs$%?vbaZs)e2^{Ec5`FDJ;-gsFqwCkBG(LKuVBRV zat(g%hrE9MF(gH{a_Kv>$CT^+#kg;|GWH5rqRZc!5Hx>E?)l^f$L*|AQ`LU^pfvx; zH%1beiLuL&s#OMc^YkxFo=ilPRH-IOqktW&(fv`jUXE2zE+yNNK(hlK8C{FnT!(kZ z9na~?{28RyZj9JO2Kp;it^0JR^Pno8f39snv|fj=V(RKqYU)Xw^H#@ml!RPej9p1g zQAs|jUijbdRZQl1GIO8UOvcJF%iZRGbyZEfCOqcSDlPJSLP=o2BuGo1fq_i@MK`9$ z@o`Xm#YJF>u?ootA_oar{PChMg0>~lCT*CP9%=slO-Et`h38Uu%!M~e7?KhDzqhns z6FaXXGsxr&E|KP9g?K#75<2q47O)wt478k41ir|kjn)E1g(PX8+1M&5fb@_$05I%JJ=#(T^a^n;wlabwHA(40Q)0Th4HIlG{m zN}4Z&+)0VNz5IJ4KlB>j69Pg@Y8J7Wb*ptTw<%2^bRBYr*GHFvv>7*9 zgR|?E8Qyb9gu?0yd`(|%hz03;L7qUasBUfjsRI<9>%RhXzH&v~yQ&<@g6Co*GD4!~ zz;``BQSAXngn`^7acDT%-@UyK(6sOE6*+6$TO0@AY)$})F9F@FRz!0*?cSuy904pz9;7apsP62_?&R$>*ljrJb8?yDff_Qnbtz+~$8W{{6rHg{(j~l&O1j+fl0L4f0c^_czV;iI9tmeb1(nUB(E-pxByyjK(Eu zMDkx0l>YQfXO_+ciA1V+85o!ij>73dd?~v|VlGg7#jjNR0br8?l7Qf_uqYgbnOhH> z;>?n!oOsWL5|VpstZ>C!R-aWZpRI|gZTK4AsTqhRgdr{QFU2`jZ&?jGH?UxKml`1b?joo;Gm3*6D!Rc(oHlm-)~(*5 z6CFTwewLYeMz21w)q4w$$m~xCg#QKv(GZ)J4ucisR~(5y!Hc;Dj>ht~AoAZLD@FjG zY=cyRhu#nXVdiO8$*FAfz^TxSV(mjXoy<_%|ExjnwH*=2?HxB9Cz}Iby!fOP&R()X zWP$Fq#m_LH<>y>;bhA=Hr8N~V=(HZf0>Z|o42e0uKF{aT)ej2ZhYu8K!Hz>;Q5FPR zq)J0)fO#b!r-L)C(vjZpG4ms)Ot2|`_*~zjhQp8FS{GR9k?g4q3kStbsV&=XklBA2 zRt(Xhl7aZ=xf>4x3($rD>A=Zpo`416FYxG1L&|7})W*QaH*aW9 zU6S5?)8GbFGkraRa>Z&0G$yN6V6Hd6-XW=}W`7MQSrt85*1|sqP@Fgi+M3+1!dKkj z2bM^mc>*9DN>~I+#QXi1?BuGAiyyl;H2}wrz2@Wf18CV`4N8m&nC#oz+wCsfnRcw! z#x(#zOBw*$ibUJCkS9JXUT`k+4t|GgJcf7@7%Jg;9l&$B;|awKC87uKRe1AvHa0dq z_j*6Ok+q8fn{@--Y;^VJ*vTE~)-bxshSw07x;+Di-x_O+`NM|~Mf|HLV{O|u_YWby zMIS-<(|LhVRXd+n2(Qr54axCNzwQ|? zy~R*lM~4LpGDs;wtW7Ju_N9YXW)w__Er9vXG^_EY7!dT#%(l&-9;|27Vg%WGR^Wgv zbYfBc(hdAc5m{(ye0<9|B*K0s3FKfOhT_!|#MPlT8f7`T2XsIK&i7!_Ishk>P9H`D za|FsBK{y2%e&IliSa)2DcJ-PE+sclR;k^7;Uq@qk7%<4->5#fTt2g83kWz$}IbpeH z<6~oOWTa84LjudBT_AH9Bl5d2712Vn8g|W`kE^7iDAJC2u_Ib_}M)dIrS16%wM<4HL$wlr*oW*sMez$_t>;$M+lhl*^%sR0amyA_5G(>|OZs=`+T zZtt&mxT~Phm(tFj(oKxsuviC~VM-CH@ecw|$EEwYP+L+m;1f7(4{IZJds|k7+ZZY* zEdo2&r+(G91qs(h6N4BZ`;_=ZZ)H=$ai>nS&Unrb5Kl9UtON``3_KGzN(6P@0nx~j z6F1bBZ-nRd(N2goykD^j#4uZZS|eJtlBHr8gY70&Nfw7quaO2Ofd8s1kr}zrx4FAQ zu=lV*GVIx@F4_)w^xHofs)tjO^ZU0&Pq{G34sb;_Br~&|v!Aq!yL3r?BeCt=(<6vr z(Mb^0mu(G3!M1+^&A18zCn8H!7oN1sG25gIR)_FvQtR z5@Qj|y5JG;?c0kL!?P<&_L!1yTJ4R%OaELy9CwLIby=X0K?{0!5Vi+$H~4MZukVz{ z2XEyTNXsGpHo;#|vVw1QZJ|5KK3*6j7a#sa12)+$+{RG^XCLJDAl}aQ)dn(B$DgI; zG5B1Im9sq~kT9?l-9g5jQq$(>VBP{nk`0Oiy9^2a)wewsHQ1T>Utt z@meFWjEXS}#a$*)4U5H?YIii-zt@XNB<~8os%#OkAFNm_s>>ojY@J>cR(;QZ4L!z7 zuebqbId!d7Zz1`V2o3P*;tYwIY7Z9Ly!nZRYGVSf$f|z!tuElXa5-AbuB5N3`bOScrZHN16+R3+M{>*di8i$g&)c*Ew}cgm zCF$a3%t#ki7j&s1#%@)AycgEprEiu%a&}c^#}~yMvkRn7YN3569S6DxP>5cp&u(## zsq3KV!l2zT2+$2J#eON`rk>CEdw{7 zTSQukZ(WQX=O;;UHw!`V`qvR!#3GlK`dr{CX1lN?!_z;gYOHKhfFF#QXjC}lcz@wh zccn2>w5uguSk79bYsKcUU_Dg=`+tyiiHsEkIr@AOzlj5)w*9dW<^b{K-|hu^ls2#U zjGj)aH&(}ShN%s!m9Y;iC!;k^Gq_d&#<%CgF*bR-@Z}rMbhmJbNPW#X-*-J#P(?as zFK(-ieJg?{xpfaIpj50HRxb8EUaBfk%+HE^4O!VYI~>0NUEF&gwi&9(Sqex&-Wfac zpl9`a?8^Ia8kg2e@}Gi+efG;DJ3=zL(dE^XVpgxXke%C=gd(20Qv? z>wPr>HzN7-TPpD8Gu#MwCayBYrRjqM(5hE}5}|-S4L^%Cx&QUy{}CqtdD#E>8E^SE Z{T>BUUm&WLS5n5KB(HuKd*?yG{{p1V_ErD@ literal 0 HcmV?d00001 diff --git a/tests/pe2pe_latency_plots/h4_inter_cube_vertical.png b/tests/pe2pe_latency_plots/h4_inter_cube_vertical.png new file mode 100644 index 0000000000000000000000000000000000000000..3f685dac6f466039564b1272e2aec18580d299a0 GIT binary patch literal 51329 zcmcfpbx@SwA3qE)ElB7h-AG7>(k;y*-Hm{B_tGFBA}!t0-Q6P69ZQFFch`O4*U#^M z=9zisnfsr6XB-Fi+P%(o&Uwcx4j~G1k{D=&Xdn;>Lt08q2?RoD2Z7)grvn;dCA-#LS!HM<{7teBn7*;@JsPmwDdoh1ZJ}K1jPK};^0k0wYL_fABH_B zq_wr)M01iX4WEAIjE6Y1MMYn_x*nRNBL~2V{qMD&GBt%kPWksmkBaUa^5yB3|K0#3 z`@ait;1LY|_jch6d=U1_r=Hef9%&(K~M! zpX+tJ$x;j=&gn)vF_qs>4{(FE78*Zq1B<4HOzif^(=Y8z6lB?$EXWJpe`eCIH2{7b zvFP7~eQA5RfgpM6>FL?Ix=J>=>>r)O^q0mgt!AsGy=s@ByCokjP2F(`2vE7WxN5M1 z(Fq(DRxcM^$qwpQF`I98im0I!L0|e>Pp*aVfEgvgCM6BGZM{a$N$fCa{}qBgnjwOK zkcCd z_IbEQdAwbEl&SU-Q>kTpS`vCB|9}9+A~mM(pLSto>H?1Pg4fxq62jj(*_*Zeb;!ub z_U7ua$h^*8ZVacF`4_jh3pd{$G)*@+=9MIC9tS!vRbW<8$7VaaOH z4ys{EO-WH9XLs4tprWG6c%$dGf;5@7zw)&YR#QA4tPM{Yoq0(Fuh+1h zb|$1rux3m}L`2*U8a7|x;KZ7?$t81sm@Lw&p(iFGQEY)aqm%OEOGc0ea(Eth;qBz5 zs0Us@+#Ze=sk7AFI~?@8pKN7C6#7=a+3XqIpy}s%T=Y0Bc#eE>!(ln~i=nL9KRY`c zem7mf1DB=c47@X0ls81Cudk28y}!_O+1RM>eND~&_O0su{HAM;Of0M6PsH;k;?U%% z+RLp`(R*gmE=RJ{`8mcz4vz~fj&v?{Ux|d7hEj zir*h^yxkJnE=w9C+%MKA?&4BQ7*3~8MZ{^9?@w?&hKGwA6!luNaCv{uwymWUV{~-X zV(|yMs@GmccVt>xX{*jsPj3vZ>Rk5yN!LXep1w*)5aQU_a~i*FME|-~;E}hcE3#$< zQE%2m%ROh}In(%D<-B-?KKP?tD=~LWq`EE^w7NlT=bPP6%N^EbCW&0D_M;d3xO^qG&lAhfViZWiuB!b2@07X}CFjGrHlIg+XB#npc8c5g;Gp%^azix1^=X-8PTR#| z|Ld2pCGta=9h%qR1I~P9xOR*_8^fp^icU|n+SnlE`0a< z^2H|c?t0*n_H3;;X5*x85y~)ZRHR;}wtjzmIjsCJsjgq(aIF~$OjCZhK6IN}R8B6u zLC4!?BhhrisO|nj+t1ohG|^*6Lkg7a$$f#p`=FNX<*M1i3hcXvyI$IKm9obnzQeTwmfH;5rB>uH2_tT|ql^Zf z+R19Kbk7rMKkNEY!MFSAHVcjGbTLM6)?F8z<1H*7YV}(^XFMOrav(uK%viiQDt@yU zPRJocQubOhd~GH;Lf}FpbB=kluE1JMOuPdq&pmx`<(>@#B*jS+g{lxQcNPl}qy9TD zPtS??vw8i<4{M=0h#wo;t`cVzfW)y2pG!1TXPXYy15)9MX9v@O&pp`M)HJX49o|LC zJRasj%cY*G%hk~e{F3CX7Lc7Otx`K!9XDjpwSW>ep!~2JAyjyxuIJvRL(>saUFEzx z#dY^n0LZ_NiQA!#)dj3|grI(&we@uqJ9~RYxVimEkQRJsadGh@F{n(lN@9|X*U8K; zg3EkNOu&1&-7mRyY9Fz^AwUNkwY6HSBvUSxcZ0owmFm3v8-cO`5fErz=T~2G7zRwh zJ<^&Y>0A^dRs3mu36EuPb_xoSH+Ox3fp>zBcaG=tdFkGbKRsPwW%^|ok_Vx3;;6nX zdd>Me)t0aWWbF@P#vK$RVq$7EotJxid!-EV6vcJX!jeHOeIp+T{%DQZX;YjYQF+*T zvrnjQ%&*gQik%L(#AGIoE$TM86x^~?RdL7HMp4NFkK9tK0~Ga0X#xi;%GF5r@eR%56(76MI3!g!6#EqP6NS=}zpECh?F-dNUR0S2T6wc~t5njc7buAj z%CpF^XLAcB+K{KS5D+qN)}xPecug5=*okzHzVp!vH##sJp{C&BA?S`ElMEx|KqIbY z=sXlZ7#20`>oiplPxM4y*YVk}f!P%3vj3WOvcZ0dgY?w|m6Yk?C_bVV8d^gz8I;-}7PPwG7A#?c4fucl&5i0eS9)Onbb?EwyjcXl-)s z<0rUsDw*hCvh49{@M)2eFLYWx37)daTsq%OxOp3dTu0$Y_WYstw2MY(326+{bKLyv zE^x-h_P8VxV>G%nynEs)bZdkn)@i#fI+Tg>_3PEzIW3*d$dn}q%wE$GC*tR5?Pz@A z(cCidbnapPLv-WUbmum~+sGC%50j%H$OJlA>HBkD3jgSjYAgB;V-#l*Ne zfmq4^&hFJ4cdiEXgYnu>8xhFF+7P3z#t3t-)z|mXq-?xAa;}>(@9nW1_bq?%});W56Ulir}(byV!xl>sqku~4nL z+TbzkC&SNUi$yyJ|FEY5c5Yb_!>++aVM=~*n#Coc&)4bNE;?c0lJsoxO z1~NE$ya**_C55tWFnYtFd@Fiiyf(ofGeQ?_9peyc3IgZQF$h!3x0As743~Ai1Ddw+ zJb66)FUfJby#k(Uvs8(u)T@;oQpg6qyiHEqN;P5NXOOaHW3?fnZ<_vyz4TW5M!F;R z%-^=JAR9WG-Ww8BW--g+m1i4R-Z}9f;J?jH*4rD^U?4GZy(S1UxhCPE{mO0yd-v^T zAn|RT)5Ejgq?Dx)Y}yIS-Y>|?!e+dAw(HzUL8SdXzISRRTCsUU`<}G|{QN33)~H&J zEG8zDnpJ_u{gubV7^a_CqP(e`wOQD&ksHJi$T zY~>hf0YjqCbD16IEZIsdfinfaMC1MaeGDLEhGSlJf0wS!pi-ctqYFyqb6p(c6ug{w z+~L?9OwRLO^txO?n)0|i?jA&qN0Tw5*&j%KvGoZx;0tuUvq5A z^jaord)Rpby+UlJiWAYssGjfbmbKZqJzQ^MEG{nYRPZ=%=)iJks!WRp%1;`x_>X-1 zn(zLEvJfJp<7dQWM^T5^1R}mV(aW`J69V$Q-#Hi?8v{TW>dsFcS>uet zA&yDA@YJ*?l7fD>CPkhL&3FBjd~=}OuycZE0zfgRJjr|`*uj`2N}3bv_NZW!M`^XK zU^4G%g)%(>RqvIbf&9bQ%K=yeezgrjiS;)1^HRB>vN63aA1|VM@55GqH_Ff4Yur z#Feqmjg^(m)@hk``>Y%lV=}3TNYBhza_L1;_zWQZm5y-s-u5WTPZp{w&oTR@S4+n+ z&o;RpGTCM^3ca?D(i22|kM=sk>uM#q5D&tvAVvP#FNHYx`gC(slcDwvkVm1?hslWI zmD#cnt11d0#_V8~Sqi_pl-FQ|9?l*IF-1j1_nj61n+5?jB%rFQN(&9*FN0by+p)Tj z++HbBvWJ42f>s4&ES&j1!I)JBxCX?%TcDA%Az(p`UgwX5eJ59dQrp&|M>D!p30wil zU!{yC9SQYn{fD@rbzCTbyBtdU1i#DQKgX`bI5;@4@ad1%fW$Gf z%@+!IT;!jMUj!ls0Pr1L-fyZgOVcg8C@%=>k7H_Dzod^yUr0u3?+zzXj_5z8rKG11 zyE7tq@d2PpRO$^og9@(4*~uo7G|NJ4Vi^;w?N;8$&gjPd1h6_9O$R`t{Gd$cv?c@) zBpc9S9dJ|<^nSkw;DpgyPZYX$$X486s^y2a7M2>jxq6x2ecV(HO(hM1AFItgw`|h8 z5WcuCHmJeE|A($2{eRBkbSzF`ys-s?!R79!pAZod+k1O^rv@qhGCcI-0Oqvc7$9)k zoqCGZx^pdb-x68>C6B`v*ena=FC(Oq2~3}DJ&v4I?TbabR}`9zZCpBaL5emXcf*d5IC zWas1%VEMMRplR7|KCj}3jgCg?Hx_6d^D`vqw2y5&_4M>8;MD?*hhmll#`(+>P4;6f zaA`zlda_7e^@w5D>H79odmU1FHqeV_$H&Ka0aC75ad$Zl)sAP;SKB@6-E4MP@8c(W zy0Z*Hcs!FKyR0Vsq{U=mMevt=;;2x~lZLqAI?tj1hGrG85`7|`=!h87M|Q0P0eLo^ z-u!*f?P=>&QtHh=EhK%*|1U}phK|n)5)H;=s=3VqI&Zg~f;@$|9$pw69GphASyV~# z`=>Sj1xhHk?2V?jz+3~c>41rC%Xu9A+Xds)35hU5!?A2>DH)l@1CAeAS!`C*tP@4* zPvp?i*_l|LTxz*N2RwiU_3;e6jyh1x#&a?F`T3U*4obZr0U~I!@|}1MfOCp;sr@d0rH)0lNpT@cWWhsJAxbf~8x7`Un zc)V(P{m+*vXZntg(le(MAD}$b3&&D_q?-PoVFr9H{na~aOs$HKNTi-eBHTPYD2LNE@3k{jSU{?EUicwcXv7Jq~%Y)bJ0) zwz0X}F$hayzrN?OxaZlZWTCA8r|WwOX8qP;y~`MRK@rVri%I%P<;5z~;rF}1e#Y5; zFKmBwaUo%5mQP6XkMFhWy-<9);Bv%gwGGEOjURTU(^2*X()-I}my&I7?!HjZ+z4%& z>IlbiV?eQ`^XXn`%P=vhDNs90yoEe2iVJDWqWG=`Nm!rQsdL3fGo>`9+&AfC~djCcuF!jT*&Pv^WDimDz+2YeA(AL2Aq71ewlby(h=r_ z4V>eEHP8r38AViqS`a$1TQI&o!Mgpk#|S*#7r8|=Q(+Wr5pc%8N#hs~RPAL4p#CRt z+fxF89SCf;gk33v*;X%)&%wb(hOJK(7R?G^=k)FX-U-$M>xp`84}c<^&oc5gR*ny# zhe58TUjSb-3iKHq@3b#M&NBKU5AUd?^xM2!WR_#KJw5qvE)OGcnY8|LTXPw(U3-9& zHd<_Uuiq_gQWrCW(e=uY70i?m)6Fr< zjgd>0a?l!`wtqw$O3UvHT+SZq{$7qS>SD$$AJFA}9}E6}CmmsOYrdlVc|p*j0P z_h&Il>P%D$T-3NRt5kEh0RLB%ZA2q0*BV8xHiw3}3wsdPw=3!>C)Y zn~VJ-s5^E3@crylm(G)q1HOY`6`!SWT29F#Q^0PqiM344 z9lNI7a1R8{GgMR&J3Cf@Vk#y2%G}Zf20>0(Q3rBpXJ6eVB>PcF(%Tk3>6pzC`6;qy6=4D$6xk_Q>$C_2XYbYJxDF^Yz)KP8$sacdf2 zP%^yb_UKT$$W0qN^`Gd)*?GUF0gNHCY{+5R0MU>@`lUp6w=USO7uwCW6A}vrGxmEf z{A6Z+CVfHOEgPf;QDEv!H<7B->FF8%zO5Z(@b?)|LucTM6G16LZvFBfWc&T|}6T^bH z#Yu0q6|nNp#`^Abq~T5a*mdzyYpLt`?f?98b_{TIbaho1Xw0P!FgB}U#He;V{-{%L zx6%k3Y-?6jlp<$>t1&hkT42x_DgT)G$S{++zaQ#C0s$-crmO*9zSr12Ha?%)!$Jdq^v| zF&KN7q8E7I?$@av78+*?0_?Ze1>NP5A*u$oc`V|MIQ40~NkXNuXWXU>pkOgkQ{O7| znY8uZw1C$jQ`_6)c}1iPA_2$+*;*bKdm;duV*|vaQ%jj!W5L>LP3RgB3J>s0+EZ9@ zmrXNW&z=IV(!ZLaJ+7fWZ5ZTLTQRVRw8ahHdPj%~2_mPcF;jkRgsz$aX>>yen(#)Nw5~w2S_spC25Hw?6;!@?#5*AcI#T-jSm7F=lPbh$i06%7 zv^I}HM`EF$!Hcez*gj>C)X#Too5$pyjvyx^@H60t* z{{H-VL$GcC>~9BIG?^jQ#aG>?&6K@ELuz=@#?`*EDCB?KB}{N0(-cF}EbZ-&Lg$cf z%gx(kb;fUYoZ#M@f+oY3LbxP|0NF{ zAEMeGMQ-#5t)S-+wU67Av6(%&zm&KrMZHV}OAsxP2BVm)smfW*uCvCjP&9)I<&)kO zyhm(%nlI`PKpW$!ChvP6=oR;Vi9BQ2DZ|i5GZ@^>Ok=dsXJ-{sy_SD$S1aitA=l7D z?Zki&Qf_#Cs&YzOO^=3}(*Jc{vx%wgb5f{KeNVBI?S*Mjvm9h+Z?tU+cWD^Z#dLP}Gcy zLbOW8+S5W@GtQ?Bn1Z{h9qufh+w~3Q8mn@;`snz*5Bqykj(WTPyv!v$%}74U{#}#I0qc);_-EGz+>z;- z)j9-IHrGKm9jSN7-9IEd`x02m5zmX<*4(90Z6q%W%iwi2ck(IMz#sn^HB^$sOHiid z5I??VG~v)f@G=!q-^bkgvs$q^fis{-66iBbom7OVe%}7ek77%y?F2)AF%y3M|Nc0k zE-!p>Dx#Qe^>_D4c&I#F(tH_MC$%xbm%vBD$g$dd=5Am0n zn;i3KPt<40aKt)j_-DV_Y2`EeErpx#Kq#hE*(Qb^L2o>p-XinB*mZdL%#J&N^-R-KjviJ#VDbkkVoX*@!8jLIVXlGJ@Kp2b^u$ z*Y<4&^9}m_9krjKB!xeerF^ygqiy~he^g1zEHY5EbhwS_ipE}T@gd~HbQkV#W#K=S za(`{fD@`hzICbnKLU=#Iln*Y|Y4{i#7cc#vu|-B}-ris#xxE4>j{UMwxU3h5akvta zA-xaE5W@S1OLxaunNm!*23G`h8+C|@Es$?EDw>ei9qnm9_O7`?+7vC7&ZOBe!ROnHiMO>{% zRTKNKF$yedlK7<^+Hj(@g}Z3+FV&E8hVA>&@=ejz?VjP*vDd&Z4i-Y=^`NL>L|jjp z=?P;5lR}?GMMc3TF|e>C+r00e@Hc#LH<=G{MMWG^)`v5wz{WsgK%?{S&zTtlzzNcM zvfd9d3+*FA{Yu5nzOc8y|3qovJCp}HH4Q-7xY?i z*1=6DT(Hoeu1NBxLYp)gTui_$_L`SY$J{U-(xSZU{UV zr5cS4$P1e`KLJP<6>BsA5-2z4DE6r#qCtP=7yo?oS}lQMHPsTcvk>YU~@Y%z{%%7>3RKTGEM+qN1&jxb%qGtf~5StYT8=C+$=pXrCuNotn}@bYrNAH1=!*;*$sKI^Jo+pl@>MD6>|ZnAwBGD6Om;E~Y@39b zf4R`MZ3!IPP`hXgNvS*GS^-Q}`2crXQ40bpLKG+qbxE*G)SyJ(liE`d;-@+_dK2} zoEDEu2|)Cp(2>F3-j9`D1*}_K@x7=QfOJu)w+2W@xVN0DuXG!o6omj6!=MR3HoBb- za*YBE*Q7QJT*$=p=g<33bx?^>FbKcr$udKGDsBLBX~5*kzC_>e#XSFYw#KsPIn@|5 z0d9Kw8Hg8Pu7H>wP-ccJN0bcIWt5he?*_<>LTGGG+I+lY*_&(>FCfr%?wHU}hp41t z3?EBNOU;&A1=NarVl`H9FPfyJq!dJoCt_fp05heMSR*Dbz5;Me>H@`M0eV%RKGdWG zgze<213$IKJwQGTc8)j>dpvcPjnjX&w+n)TFLx#(Vcc)bG#-EjnlxPij9e`dAppSM zkH24DS@8p`RDXcbhSf|up?`($Ju#^85N?dSGsYu#79f}HJV#GJL0>|Bw-?dhn}~lo zE`)#8q2_qByJ8%1d>>G;Qe#u!)L?%@thx-UCui4L27DSDq&(Y`EuPnv4VP?O+emRN z12iX1p4+jDt#{|L5i!m^tcHpOO4N>;N=o1-CxFx8qV72+L_Tw1{9vw*<>BGh)=>ae z&iJZ2B-=e6BwjT6ad)a@!{NFGAX{N1!`h>O9Sji}`6EC=!31dFau7QjHox>YE0~9( zC$oGzBkX7OMBSqriP?`e91*9;!lyEb4Fz$%PDf~vs{S-ch_f{akd#Ox?8fTwN7@UA zCo|FePn@`_?e*FA_~hp9c3yfAM~_RdhfF*DX|mAG)@u%4QGYk(NTx$3Jd!oy$fb2o zfH*x**mI?eH#!0)-sohl7a;qxXG;N}qyD9LrF=N4K%u{nw1o*ESh-QV#d%SbQ8)w6 z5-UN|4{MaZDMaiT0Z+3nOc2uENY@@*;@2re(7#9QCzs`?h~if(8dW;}2Pm*xg0|SL zORmUJ1cSWE<>QN*3Ue#h<`JeBLzp>kuPg}EbAyEO#Nbf@&y}NG;6T+Y02efsmVTE$ z`kt6r(5eE_C1^}~?EAXiusN(f76x3pe-}~{P9{|9Ei>#OLf30DRM4D$*Q`6X^Ft4t zy=M^Z(EV-hespGgr4JP-#=sbGR$8PdZ!9FiqoKMuTLeyVkGZca# zD2RypnS<=aQ%<8)mmUdHk<@+#=!S9K*?1b!4btuOaJOMnteQ(_BSFMar zAQjx6cwzcv3Ow^`I%tIGzI(Id9iJvQ(+0*5CwTjtKSkGHZQNyXkH2-)JMMZJTrM-* zGH}e1_|81~8lcDkhPF9lBWAO;hdiS9&g=S{G|>mqXljLcM=|)1$`Q5O_cnGI(wUl}PjrgoSKG}d;4=s#q}OJCPXwO&0( zl{+0qiOtM+u&21Jg|JdyQfEZ^Dtq^h%>N}brH|fFmB$$F0kS++8@g+3W}lLL8UtJ` zA`8;KHukvDiD2O5+d+(2*!Lwzl=hP}u#_~wl*EFY1umwIc4}n(+V4zi)mbEHUgeV-lDGt3a?k3{MW#uXX)3 zw-@3<5puhY-Kuo5BgH;Byp*^|E?CG-vsBh~*Pn4|AdhMba}W`&^x0h61hlZi_&bTs zgywY5q31Vu&D3vNad1|2AkCZtLxg>Mq|xXj z>`sc%D({s z_WClGWZV4hWbAstT8;5m!5Om5ZxezI`rbZccf#$kSob!to%F>a5jFE$0UCkKz{wb% zyj%mx9Vy*$$F)CS&eUX%=y!jn@ibEIddKp8VvgUjWi%HX^IGz0v((<)(Y5jc7KQN`gAu%Xn)7v&to5jz?8z95e z8rMIekp}qtAN4Vm<-7DCA#K;h`Kn!*K3op8>6@&HYiSVz{^#fOdOUc>h=3i2D>a7Q zlgCwe8;ND>V^|2{FxT8BK=-Xvs*9xi(9in(sl-};uk3y=pJElUNpQ^nx~Sd>--Rew z*u$Z!p=ViF`~1q{{efSeL;!Y0K|&QLn23@wOX6N2;0rk?_W|2{7cpEAw2! zu$4@l7X_K#cAj@akV{`o8IAf-;)u|*x#uIEkJ}5efF2;%NS5A9cbbD z58&diULF?z$Vq?)n$D z{HsPED(<*6O#&Mxf%PoO2sMHQ6Fs{FG1cq3U5Rcs*Cxk0Md+y`jN=@=|Alj6a%%b= zO7vsRx@|ad3{k3411ur;QDR7P=5an)B?ZujrI+2+yDrHPons+BsL-;HxbTbD%KTs3$)6&2d%R zV3&}P_y{OY8;eZXiKcX?^q2c{t_zMP7zT-0=9F#yo|33(4sGFdesTwm)IT2gw2K}U z`D)OWqTFEcX+y~v_1OvjMWh1I{4_&lc*^aD_~k>urP_YmN1KNjYPMsFiJ*SSB3zf#C zz80}3m!}LVid1ggQhH;TC@Qnv!H+^{d!0kTo8eY>r(Ya}pvIuli~}Fz z^yWjp`BN5^%68eYf$j|nVV^{}o3$(}*lQj`V4O)Yd1GpmtJj2zO_LAOgc6%b<(wG| zrt+zKH4L?U4n?o{&XawT;0YIp`2GnX?tbcxGRmh z;#MBmVd@t}R>|hmHj0-`oc)wV`mcCpzD9(u}u+Y2m|l+d3q9DycQj&c4Iap*}S8=ie1)Y{@C*nzot1> z#psxBvTr=&LQr8qY0b)n0Vu;_IKO(C+LJ=syL=c;RFmPoOyQiH3Y$>m^t%RdR;I}u zCv~XHE1%%M$gqJ=>ALnTeqZDhWjg7J*0c^-nhiw(jk{xVa&mcp-`Wj0m4FTq0?h{; z&b+CHQ^lG=0N5e|tT-6JGjKBMHl7L9DK4tdQVKl>laQ3ys2wkKB6t3*MQ)iFw94`( zL~D{>03SX1J4#X?T7I5upUbwkL8SX%cpP~KA9FK zuF0)qS4XlWu{r_BeL4Z;3|6Q8*~#TUe|{`-U2>9f+qI9>+3E*0H8t^Ktz83##5X5A z=De*Zgq2=nnC8O(!DTWHT#yC@=!5c1$IYRjz`vE}t+MSTUEwjVd68$7dT)!Em^Ow39@xbd1t)7B~x4g^hSK1 zG5EV`W@}{HC@bqBR0`4AQk7H@#k9%kbfKOC)^B9tqhjpEv)q& z*=OWf5J>dli5DWjM}^_!{wCpE^Tv2&Gake( z9@L}!uf(aO{jO<0@6HwJ`>T3W2MY~#+6)k{>Sv3uRh$4SvJWKvK*Lpup_%mL^68@> zK=)WvH@Mdpe*Z0}SyF}y+lx4CVl`Kh?=sTTxfNa1%M=^W1ypv`de$FB@bBOuZQ33VIz-n@2d&fw=*rXJt+2tEVE zq+g7HdMI7dKN45*IzA0#TZmZf5k7;=wXOc458EMJ@_I+EB&S+f76VDiH zyyvh+Xs}O3F4(6;Izqa|hn+v8wXk5%kNH;Z^XgV0m1FF0K;5@Dc*cu-GxK9zs8PFFO?bnoL$ZJL zzD^i@UkQsjT-HuCjSa+XXk%k@bbQt=&T|KVlmT3XlkuB#6vJE?1)o5&0J_!e zSbIzB=xs7xb#~Whnw%~QIOV`UU<4i>IWVsEA34n{!WqNw+F7K$g0FW++?%U-;Z4hO zlZ%`%Pn1tRMGNiM)Wm;+rjghBD}W5ts0ny$y1KhNVKDXcH`q8RX{NyNRSHw45sMQM zb#7ovY9%}`c(L>6#1|IG9C6;N5qEWrqi)cPJRBr&lOrw=scnewqJ8-%bi|TWboi(WPI{D~FBIFd>RP0!hP1%3Vc--o>m z?Avqe{Jiwxf-L*L^47zp>cjDV0}<;+C8Ry255wLI<({!^RUAnVrnG$>yv`<+pPh+W z)C|1;#U<3l6x1YyT-%CbtfyV1o`s|(h}y z(JiOgpp4FsNMKJsY4a}?w_k^R#Ck+8PDi6ktNjk!g*yWnU-M$HPKgi{)wT?+J7ikL zF?Onk!Eh`!Y=p9Xj?+3%DfGYbGv~P?SkiztFEsn;Q4liU`erOz-2dp@1hYAcbGxK{ z;ZiSHU;WB;gOa5mQz&aEj`W{2mD3p;(|%Luo7JY-H&2fsKm%e*2kq_Iv#}vK!iYOr zP=*WTKCWzAMJTrHtR7?5tQgyxR&6M6cmF$NY{eh|H_eVWeM*+PPxy;Arifu*rW%mn$)JIm-_r2IE%b_g`~# z;@<9@(=3yKo)W@E+VAF?s4pLe-l?Nnt01l3qGairxB}U*kLtf!uQc8}sfcZFsO-!fPdS@2QQwpd@y7bT2rur5cRs;thvd^59$jSn<)XRu3H$s&4RysCAx)!#PAL`Bw-kOSi(>lcd|%U&mGMF!_xn3a85L9JDH{vwDehW2Q>8s+%ixkzgZ# z&hQZRA$>`Y`)|}eyv&mL*g7Qo01hiQ*BQ&-4)9eAO}J8d3Uh|X7PHbnn+IRiZ{PhA zEwTK$DA%7Q(iQY?!WPoLYZ#0(8a%>$MNAnToltn&;GOW{xa-N;n25-1zO}>n>X13c)#oMQ@g{Nw2pd4Du;k3S_*l?~s zKzmW)G$-v@&W46+KC_Xx2&+W?eP;cIaFKcbR^{WrGJm`%e3tSJ!l7=i-Hn2c5|rWY%XP^c3pkU2gao7{CpJDm4s7336h@PW zFke7^0O7Z{nPRgUbt&!%0%z)S!pj(bUt)F>1z&K%0X~rjs@l~d7eLE9(b1D8a^&K?Mw+Yi-w}UZ z7TV|2mq_L2oRNl_MRfk&DS9m(nC1Wi8 ze+&N807Ur!Kh3g#CgSA>Tf@v5A@;_pSQp)#)6|nRK{!W!r%v2t=9Ix?~56 z^s)b*J8HB6p?y|bc)+Ef^cWTKMi#*z1)dOtl7+gc-PO^!xIxC5#k6^m1>cpc46`H- zwKV_iUp`V9rA|ZQltp;BUR2spLVXIXdqyCzrq^Vf>;5_dFj_h^x)yp#SzNGwRiy&b zXUEW|L0WqHe~X2q`iZ@K-^*b0JvnWsMy@kx76YL%Tv5bMq83yCGfDT4@>Qw9F@hp9 zU&-02pA0QTfN&mTUFWxj``5NlNm*#-#M9nk>sPKRyki1!?^zH|FYuKY*g8kP^FCtS zC>0Dk4T1R^fq?S!`!gJcnL<}5r!{RO#=lvkk6zvN1IkdpBoiR@!)3npn1euj+fh@U-l5JD0DBEu-TZsIeKX+UKR6oydDF zT)}BO;-v%LK&w=?&e*B|T+yb9&T<<+`WYNW_x87mKs)*+pTAFzi>5A`N?nugH+vYa z+4;MXdyMuL_DYAdE0?FpqCgAT1|kcyF$?+kh4mK;J?2_VAw{--e}+OOZR@a}mwBQ~M@X?Wrc|75&)Ww%oJd+w^ni>TY-j%;hnmVieFc!4= z^hz;n7m$B|0dxJ|xhwANWk+rS-+iLeVVD37l5t$zKqrO65Q5puWmP-2tL#1^6>)1+CgJ9ro~hmz%lUii6zKaZe-6Dg<3itJN47hb zfW~2_+kOQ^{j8|CoVRMD7OeHwOwIF6f}RVhRtq10C7nU34LH{2zaa1}CKizJtisw2*JF>r_TV;@H4~j*D$FIkkrm_m{lC@fQ9I)iFNM+z z;_Ncx2k4ukFr^(5elgVD?HCNv-wyfuH60gd*C~HQ$HgM={a=KAWn5HkyYCEX5P~8N z3aF1GA>E-U2q*~Bt$;|Qbb|qkgo1zwA`;TwATS6>mr6HCw{)Lt4ZeH7`#t;oj$fWH z&&({=TK9Ed_rEUPV>PnFKYsGjjU0%Yr|J)<>bKT*iN*c-+cGN4!G_{hK@7Djq;2@g z^6uPg#*R4k#0M5k$}WGKqhz+|ffMN;kAZfD^M?iF=T1|qnHeJdH!&Gp--#&0ytLnO zgJ1DIkI4x*t`kGl$0I&EcCFk5Y$>Rk@%xHw$Zc$Fwsv;nfR)z-tFgoS|1SA3w7|WK z1FuEN*qKS(J(4bLIb@v}SfvdINV<6vRO4Vis{GlrV(0prc%_Jy#gS&?O=-ZE+IId4*EM1QZbI-Vo zpYKdEEljbT9)vrl*BT!58QpZ1+ZLFEdfMe6bQqC*oe-<2sEFArk4#8l<9pPOW!O6b zP)l)HS#@nKSmw*idwY9nB;1QjZpW9APNHK8!1HCJS&MINdg~$d`!%PpLZ=DAGnXs%y1c01oZUuh?#)d zRzosTL(BTY`Ae6GMLsI-vmvrX+C!X0%#KpAn$uDwU)GDCnpW52?cfZ5O&8rU=1NSl zJwMfIH*;MZaa#(UCl-x^M+fJ|UO5(w{5JG!KPBm2x_%~nQ6jMTj6&QM11DJ$GmVpN zPAT})4)tAgmN{Xn{%X$;Me{OfG{X8(J)NCY;10Y2k|(vXH1Oy)f08t4*#{xOm8Vai zs+O;<+4HB1NH!2zxqiJ0MDaIB8#?KJ+x5fv__#9VZ{vuC(DVEo8xtFELIRJlBmLzi zTCHand1^|OJy%|BJz1h)7p1Y#uc%kVALvf! ziLufk4bx?O6Y>uAQ)*iFgX^e|%pKcl_Y)yJb|W*!!IPbX_id7{seDso5=zbX`Ux_P zj1BDxJ90F}B`g{hLeTU(#%=K$;;HGH0$GuMScCgWb93`t443qmJHbGmk~Z!BUP4!Z zQV0xriQ)Q~lu&)wY!j{IKdwJQ{{mmg#SfnKAj>DN@Nt|IZBNh=5nT&he34maEacMd z`)tVDfGoPUY_9D*XXg*Q&b<33Ux$j&cvs2>mpQKQ?>oOqu16R#E-tRLa`ln{=}U^y zSWw-sfB<6hazyC$$yIAmqqN#MBeu)6Gt^1#!ejJ8!CsZRT?qhiGcUV#=0ElBfG)NI3>?=* zvIv#tRnaG;!pQq1oWw4%dMlM`J~g<+1uEE)#B!<7YsDeqftM?pWrnwPnya#2KVy_x zC#fM<;{U$y^viHrLDm0V1JekUJC^h3tD-+^O>WEEUXcl6c-0toWjxX}Mp?Y9+;v^$ zRhIFCVuF&8U$cRNLsu)q*&1BIGQ#b&sM{$z@Z}CYVj#fWJ%C#H%N7sWtx~0ORS>-$ z94LFupnqd*pVW%&cgD6*M+%Fu_c8>&xL@}+`aXl+KY24umTIT7UI;u7ey#WF!i@`Y zPnb|`QG(>$+~KvgNZgjgX=z^)<0bl!-RjpNP}w1} z9d`Y%G~l*Xew7=}spntyj5uOB966`GZKXbd|;U`N$3Ee1%RE8kjM=-sfF z@<}|jN5G2KO-r`y#XIMoge5k|i?mztw9iw_T&{||VwPIBndQY^{!PL<$T`u;L+nT4 zS%&#W6K%%0C$EnB6*Vyg7V5=TaG|RU!lW4nyjuZP*2e=_=m=FFO|wdRllU_Y1HGl# z&lFDI&127#?6!5E_$G@P9f^ObWF3jJO}Vp8nBJIar)l8lGvKX76F95h1XyT7R0&`q z<>HVJCZ4l;EotNH6{Hj+=f-~S>V-c?#DCfNM+&D};NdtXs_9Xxo zVx2mTgN1JBgma!)eq2SrFWp`#r*^TJ1#{`B@lxKlUw@ZVw^^SR&Z8k2TSoxLZM3MH z?(Jsm*Mhp`RiC`nP)%o{ek0Yk9p^YBE1};0-t_Go#<;*SI8wOFDWM8m@g2E{?7JtI z`-IVqzW5&v2&2W{hKD_?rDt842|s1P`l#MK$KI0S2ow(i^Jm|GI=& zK#DyGEnVqvRX(_E^9R-Lc49>Dq)0hha!EYi)r0GjDI8tRR0(a?$YshK7YofqDZ-8& z9RpPh8+s;;(gNnTzsqVh;`f2%8joKmt*k$|4sapc=LT0zyof&hTCS-<2ezMY?>@_M zDUR}Qm)Mwj(hpG^-qYbQ37bWEd_kXg0*CnH_#$%QN|AK&b1!_DvETqypd%i5( zP#ybw)xDwiOg&c_h4OX(1@?A>jOz&OO)YSbSP;(el{l#(D~hPM;57E^HS1|z3N^l? ztvz|Z{x;gt9c6ils+SWCH(T%#koK|8!q1ebukX6wF!{(me?=&S*DgSf4=bI4zij@A zXnE7Va6#bI+m@qKMcfaiEc^p~A^@Bdbo1X44jI=sni2JnDN`-yLRCSiJQo|{nK(QwALt1{yz2m2e1+KqF*}!4)W#gHn7tUBT$q9`E zV09WXel+;QJLR2&2>gm*L?Vv?BPz_gGBnK`P!X8MQ$1R2kEF@M_&0x@pwgh!xVML!ukFW?5X^;sU}viX(7>9 z@Xx<)`x!uxQq2MikxJqS^tz=e6@TqlqA^m>?$kYKQA>3Z9$)t)eXO)f*KW=)CUV1= z|7eBOmr}N&>A#>4_u5n@=ShLt$af*jcDkV}e{nMFbMjI#8n7g6zyP>R1D;X^^P zFJ7hx9aVHKS%8N;(Ah@k--KGT{}e%4eIhOmLhE|Gd7Dv9eZOvH<;$Z4<4GF8hy40~ zeM|G8LyQ%{L=;r?M-STGZB1lkqzL;x@(3Q%1CGes=G>Yq{=wcZ!(_UIuibG39@3*% z{ayp`kY?vIS)Z5wj7Q6BXDP@A)ul+p$(-{}tr8!htOk__2i;~*Jlu0Q97@7;{U0P zRsW>bOJbeQ=j9*6-C|zKpZU9}OA&;KeFO{eDe)3+w=aY~Z{wG#KYT6zvNdV^~3o?V6 zd9_g?s!tCye-vhtUnC{DmiJ+3p!$X?=5IxNT04*Gx=ql^oc(TFP=Ki7TKTU*uhxqI zsM*d7|Ak+NXihzCm%+iWPOp-G{aqn0wX(3BQKMekjRSk|c6*0Qqrm-fDZvPEhpqJy zVLK`=YGP#bk?!mEjTeVXtUU8~>kI&NNM{nyO#*)n*}}?Dz$S|X5=D!>35k5BB*0j0 z3d{y?-Ft#21b!7o;MeuhiCJv9+>OK|2sh536X4ff;p}b3bF5V=Lwm}xQ^wddq9^vQ zd)d2uLps#2fG@BMJGhhj!2Qth*M>tLAY(7B(YU7;=ig{}gufow6~2EtYmgRMVM8i| zgABBf9cXqb@ayjWi|0Q58)bus9{@Aw&? z(DRIs0T^2CzB#sAZW=2{lU6L+Yvdd(g|s};jPsUV?ob$x7I!jB{cWPc7Gg(FFk{g) z<&#O3-Iwa-#vE&{?;2eVR0d#;PbJU(JLbQvSj%=!xv+sz3|>51VH1&@#6nx7rvy&k zDj+eDiFflJvO!C%$9B^%?^fj@^adxJKF}L$k2HbacpmFXMUGVB`o^OjI7~ws0bsp* zY!$Qu)uo2Dq%t;U7Z*>jn8z$hnx1Y^dz$8IIEFoCpJIRjuq+sXqd&YcN9Unx$8^9M;m*uy`DP4Uv2Hix}{k#m0Q#Z zaFU$fB+q-XsP91HP1pnWpFQY|7`)O-bg_mEEUsZoaUXJl8|N>xB7_i$xz=eQpQZS@ zsQaz)DU^>Nz3HmzGwa_c0*tld6YRqO?05vuZL3=!dsgM$d8m(_@1%e_!K-0r&_*0e zByc^HP9N!&-jW`zFU)I2D}WOSIQOi;VMTE4Bbs32t`qr3IcxxxY|iE{HM=lZPitV~ zkGcA7Nwew!DMEGZ=oQUnTNKLnJaK9zBC)v~({4xE{@`kCL3PP<`)2Sv4IfI_WU4fD zqT}5<>x>pGs;h8&K1DCh-%p=gI00+JaB0eWNXUEB9T=7ESjbt9`yB&!e-A6`N-dsQjPh`1^&5%dC-n zyT>?(Jz_XmFbhY2bg#AyW%h!&;S`Hhgc*CD9YJ3?%HD6|2!AWNLi z5nP_krnlEkvlY{0e0ep~WPZg;?AC>15sIj%MH)8^2RjrdF$YYF$mX$F8IJ>QZxkJE z+sbmcDvnu3lQHZmB3-p&3{(`U{`=m~cr(8|L`;nAgH+F=Eod`!8RnPWyIp4|Cu_2- zZ`>$)=5-U1-1y&9$H0~k8~>Y+=C}p+30)dYeB@#5)`?pgMKlrh-0B@D@&RS!hnoRFlx>gFKSsw*d`F+(%``W5Wm z#ii82q!e$d%#^=FTB%{duaiv*vE&><#gs+nktSp60C|M1Z1N`i;(Lbe)0i*nZ7L|a_K zf18G|FFyJ3#4{HZhrD>jYlw!pm8 z77TK#8QN5kWqc29aSe$)MuIoCCL#=Mhdnl_c3h`gKUSA5RlKHPl`(|mmDKr?sTgU< z47m!irDBjto1K?;rEmc zStJMqBIxb{%5tU%0BJy6WC;sSU%ZV4KWg$MSrdZ+?d)E=GE2|_J(1B zB-7xHq^Gm9>lEI;5Z_m56*c>qTVP18dHmYBIhvGZxG`(g z^LWg^M6pGllcqmOVn>kMbLpRyrQ^o*du}pf-RX57ytr&cQ3sGYaMkELNoPMj9i2bq z*2RN!6-)~pYCWuE)4Uzfj~e9vb_3Bi*A0DD*UB@}7Y)YTaQ#D%zd zOTA!Or0E-)WnD&vf9@b8919`sTXVh-tMz%xy`-~SnhzetxgLh>;73JAr*9Mx?A-vo zGkt8B7t=BosrQ4nc*&ETv*SvOiR+a7Eo*Vgne*gmN3xgV9u%*gqU-$QSFY-&jW0g( zOX^pveb%x+`Y5Y5>`Hj-`$nzD}tGcuIbbVtLb^n9q-oj8oZ-SoZ{RF1(&YiEnSnry+eDMb#`^%{h>u1iI_OYQP zAPj_qSdWJQ;7bE_h0|1i@CedA@#G6jLLhYK3r+==hM;#?B)LeBuvMHy+gE1FGvjH! zMMK6pGBUDRbrrUI1q^;6?*9s)OTFvW2Itj-3y4rFUpKz=!vOi6tjpPHs`Tyj2qfj~ zw7{(^pR0R!iBW~nhUA!xp~>chAxcck*5Sn!-8?dj??Oe4sA0umqsQy&^6i+&IFncL zd&Y`cBsLpJa-2^7BOeHuVHh191#8>elA*=HvX)>(v`DC6OI1RoDMql;-Xj2KFSS$D z2k43tdd-9E3tQ`%q+(nA%guCDdrXzlPfa7{Ye(9gqMi+7ViezR8rtn`tC$i&T0`Rd z&N4$_(pyjgkXJ5XH=Q0T-}Ukg20S`-BK$V(hr_*9rS+W$ zkYQ;4XqDdPs}B%@XpsF&B5`hN7q4ZIc!j$(T|~0Gs&k+;r!iSTDjejP2wD!7QbEQ3 zNLPvk22AMwa4{Sw8Cf!Ua(O^=@;9M9{mFa}rfjF{?(!GUTE6_|RHh`IB-r)%ad!2| zK|Jn!3%z0y9*PST%4VkPmA`UHR2FO0Lu}>o)U@a!^Yi<3XIez#H+NC=G9<{KI&Gw7 zhgdk21-XsuPf^V`?irZ9W}6Oa{sq!_k(wVdI0Le{7QH5qI>^K|IVMyqJw4QHmPe`% zO9GKii^w<;uU`@c7@KhtZBzb+RMeEW^*Bm{+1Pk)d42K`J7S@T{GJ%fW>x=R@<=+3 zpmVTQ(4d;G8qtba{(-GK7TCX3YE7|~n$s^h8C6xGRAN-bwfq~-& z_XA&3bA9M;5Bpqm`jTS)*U#nRKYnED-M@hJ0{1_J>Wq{<#G4;yWq$!c9q3F-^?nWR zb88@o6NA`C!%WKGOF^$77NPw9gxD3?Q}7m(d0#Ml$M)_78JW7Bhl#kJ9G?j#Ep23y zAA-sx->8vEZEoFoo5o?n)QQ{9nZnQCN4E1k4Ozol$?p@VUSvhF>M#C81s5LoF8|oM z>PJbTtVQNM>@vmp+}Aht_r0-#ZvA_9UN01rs)HpDUV85DXzf}d9oUI*I#b;yr(q56 zYf1iV8<|&u8ZK*%N6TukeK8%6&oRWO=MIKzJ_BmPMdbH_>51{=Lvu0uBqcF`x4+ z7(aijDv=p9R6c@C{qoe@e@l3$&xzmWT$SekqAxJYlL$h_FA-Wz1o~2JV$^jRE?HFb^ z$@G+JdnMI$33Y_b5AfG5H&x+~c@aS75lxvig3PaYpP~q}Qz!TKBc=C+5eU>sfB~eu zJ(Uj=dJb3j(qGOMFWZDOd+MH4gbAD|@Id(r3O%8}B2JmHpBx?a^#T`*LyTL43o>44 z?C{;VASlbk1Z(2kEP8okp`ROOTLdr&|LEgFVpNS25a|B6YFeZc5{W1#gR^qs=mZT&iJ~?pK#-ilxKY9EU>30N1#`x2L*ciuAi_p*c-;>UeWQ z1Y^NEjTR2@3;@GVDeI3Ly9)344c+|aRV$ThU=9VYr=gT!|6UzAMWH4IUt$0QMZgSl zhE*oO`y=Dj4}h@VhD9IJYl<{;W@EK?dL2i`QiTvla-tDA^qti z-IRE;M{{x>Djsn@?TH>y7S0RzGA7F0+i3aMw2DRgMr*BooHG@~i-rEgi9t4@GzxYC z@+dE6-iNn8YsFr;g~aq>R3Dx|0LpRcbC(7|zAZ>pKB!N8gil691sN%8@~QCP@c(Kn zJS53xdDC{1>>^9t*h%l|Z{O1QLy#)>cG>|uJd6ew?s5eCM3oaB99JrQ%u{M54;BJVF~YOH=b0+pzVwuJ`!?{_HQupvO8O2)!>Y8IeICj2#%u(&Ad zK=>2Xf9;V3c40(n1Kjtej+F|o72QmObsBeshZM~}dCpzcx#AGc(?%zi1ww3MbjDfk zl@uHiaNyQ~5CO`h4xYshsCkpe2GGIN7cU%Mh6KIWK)&uJeg5%B7j8u=R^@?Dr9N6> z@zHTl#zDaEeBSQ*Op>#5OZ(A!G2UF-6o`6eaLJ7WkbxUL?-!lZ^{kM+PnAa;>*M1y z{WFOiT8<=2L)h+4!WTa;D|3r+1ygYk4VuD6^R`= z@CsXrb2BqK(>m~+#L)JiP)8!}#3K%YEkP@sv$W`@L%;%c0H{ns3kR=BGs?Lm?j~es zup=F@Cj_gMHvX9(AAcqvhDl+g0=8UDa9gjD*=?RXfJvMV(liQM)#1HV?v3rnhf*VO zn~<_ivk~77B!k|Vz+am${zI55d!g8zX~YUh6AI->(=cHyWqrlr!R~uVKPj{x^anu- z+%i0{gU>#O5i|tE#PJY4Iz3Rr3+#OQN+I%AgxAayAi5D8kcxLb3I7_96kcr?AAmHm z$K#KGiM*A8#@7x>8V`C6HR@itA@VmV+1=dS)*ujc5UCXJu3Q3*n)k9KyJ$@Y4-W7- z1}2h|uV&tt?a+7%JGbiAHr1lzT|4W>0r2UFL5kV*2KPxmSSVD%YiZa?h#^x#?-vMv z-Ds8ai$DlfMW$N~%~fNhb<4e7r-A26!ytmYp$amY^%GBv(pZDZpum&jkc-^RXm-P4 zYT#t0d`&X+`P^uxK`pL!8X*Peg#(?sWnj_$)J-%PPo)`_q;c3Aa8`Z!vVInaoV<0Q zA(5&%0VLIUwrObJM?@<=@OjbtRX{Cby8*5Et3V6a`(xfXz9Jq1s{RU?2P^D|5mM~^ zLO9PSSE)}kQp-}nSNul!3W}hXw>guT&hqFL*Gj{I!LK6u+CZejdaT9O>w~hIJOodb z9M)-!F85g+_vvcG+Xw9L*aPA(bw7I0ITN9J0_<7r>qrxj|{Mt zz)7eUpIpov2@is7lbnqvXlvhc%slaaHjH;a&-+(X_@6grJ^-{<__WWFZjFx!BM9DK zr7N8(PU))Ii6~v6=C{p4lnD~+&RelHb`s*J4Ixn-@#dYPq*NJof~HkD($QT!+mXk1 zJ2^3ZhY>+x7szH8V?s5q+Ch6F67?waN47sPBFpb43bX1khj*7ZEemr9nv*ez1KooE zwwF3sAfv7x!I-HXkE*AH#r88H1;Zi8hV?Ts9$WOxJ8@IzsX-RXuzd<^M-NB{hLeiR zy^NWhW5|rmbARCD@);lN9hRlY&@9pYah zI5jQizRN&uZKBWzDOfH=S0;EsVlT8zYS>QS#31g?nT5AtK)|5;=1uquash_AqB2Dg ztvB0F%*WOOYjQPR=iI=@_co!hY=R#g8Z`X;c^cvj**^%{1VQ+WENL(#4;PfWI6IF( z2v8ja-Vh23ayl!)v&I-F(TD2Dg`}mQF^ZHqneTdHS^{mG6#$yXia|$8Fic;6;0mqF zGwm+y`wCL!!6@otsJBlEv6qx$YQRdGWDP-4%j@g43S8ySFU2@tH}MZ2{lVm z`iy4;w>S5EIn&mrtYNk4xtZuhv1Ia7B8>E!L(3m+>i|w^5WHf77f>J@UQFc+$*9ovasl}z6{rsX;MhiF2{)(a% zl6Kb0oDYNz(M~H0&n>m=F!~NQpz<3Md1e<@>S>Lv&(DFWQt=(OpP;1Gp72gnOY@D6 zX0V@bMu8=Ix;bAr|bG~i0=vL-@`$W3=XM9wkBr4Z>x6+6WiTWjRqMK(qG zgWJi0z;k!^Yl(kR8otbCYH(d&r*C|Dr=2+^Y|?=!X9yKGCmq3Ju`HbtL-$MI%ao7H zm*H8);Lq=qv`^7A&Fgswu|o6;`jQiHfFt8~D7M_^F+q3O+&_^Qk3 zTn~H217d7QyFa{*@+r~mM(tOsY-GL_TqkYcQ#Q)V(jfgky|(4)L;|EFaFgNNDfl1M zYl}Urk{6n4!jR>yC5}26K0HX`5#vH6pLL%+cg*;yw?6wZmA0+vl7w=E{+gb+t^J=7wESrFV#hi($^Kw;wW#EP zXAx=4hVGw4NJjg}?>wTiv4dA*n`p4L^fOu_?iH6$e6kFZF%QQ%4CAfvm!B*V0dX{T zzy|PN9n>Q@o-z$-7h%JfmbpC2)VpYoD02(|awKyfUMj1{^Mu&-PzwfZb9gbK2zAinV|Ez2Oi2g(*DT784hL4C5E5yOAA4?Y5Q~ zw)F+JaMNdA)hO~im^EG*K z8TdWH$4{R~l} zgetNVe*{wG#^5Uv*sVQLfm$_HwV}@jdIMGN8b;!-^5YCT;O)sevG#$4&+ANk-{^cN zU$d46i5Ele+6j#(4tFiK$*eU1{zkk9a1&Vwuom5!waD;5D509WiO^+Xd?B9|Co@Bp zKPKa1(Dez5he`xxh|Sd4sN>5&?l}u=xlaOM16#;)0Eh^cO+ZPdfd|sc#GLqQ%L)UC4ih~Isj7MT=tg=aUfAqMWz4X||?g1Rl*pp88 zeVtT>!vF_IzfAr{hz0py6=ak7k5>EX;4ZE4lH6IBH9@FC=l)IDe0!q3=gebTUJc*z zt%);sVd3CaHZwe?-MNv2FxW3KPf$oAzTxU*3qpLv01kx=sc3CoEOm7ncnk~Y1Kf&v z;WBbfUbIkNzsh7cYMPhvQM<+wg9iR0qy7~kyD(_4k$u8RAPu}R@I(qvcta|^<$(t- z^sAK}Ijo~HzoWo=;^$R3Po`mjI2mH_5GTWB{H099$kiO6FqAJZ_e6Wwh=ovEl!xM zO6*#WuAG;AU1GsvdwE9NmLygqTM}do0q4AM{PoM^=xpEv`T>!%-Tq@jKuB2C(vl%G z3_DD+eMnA|vIW9w7vEBFX(>edDJgmfCt3UG4^wWx-9t*`P*ih!<~%!Jc6kkOweOw#BvFB96`VW3S3`vKsNp@;2>G z9T5}}AZ+s}r+y~cZv}0Xc=XjNpNCs^#yDW{Mq&x^7P1~08(@c6LqXS4)ncWP*k? z>uRgWs!KbOESRd!98F>~cs^>k)DMRpAe9jbd;Iq8+bL$|PnS?6E?k8)cGF71 z29f(Lob;aO!$~$UV-xg zCFBC8z|q}M?Q%ty@Y@d`w5P{GeeIo17?UcDE06YwQt^oRV;WZ`BWcOAS*Fk}3dEP{;|<9#~Hr{Hwps>hvF0l=#XW*ya> z$fGO#;ow~BgSe=D!UnG%31&48hmnIQ?L2z1Bc8b8V8`P3Z<;L2DaVzuo9=KnhWVEJ zZCM5x+WcX9B9Qk8$Y;5k$Bb3Dx645BV?qf}7_x#i>NMOB2#{$UR0K_8lbm{`hA^R{ zeI{Uz3)+PV3i{*hZUkGC)(|JCOj^8YG_u`-*%AkI5fUT3uf2AB|IC0{Q1*6Z61RHg z0G0T&w5wZybYhy&%P^Mg@y5JXXDG(bV^c15LuzY!5+7|*$*ESkY%|IoKYD#E9vO4>M;E;SURS2M^@H;xKv$OaBm9n`QEvndNh<)RXh69{$#;tTg-d{e5RcHh08%br1JYqU%&q6 zU6ECP*Pb%~=n4tt@Z|l$HSTs6UuO~>`2}pPQcdTj+T^@t)nG`9X2t56Ap_>bT(PKu z&aV)x+kXlzkqHJeSQ~&HvC|1!2dvL^BQscqJok#_dDLJ?l`16Q)@+mz48i2d8hBgM zd6Xb>Bo*t*6Rk~YH$nc!B)I^F6z`GxY1F|;j?1A7R6o+#i$cy-x0ob5UaM|>1rbhK zDwx9jcI1WNj^K?Z zl#N4W!hu074}3vM^=g1~rdBZj;URmt$s1$F5r~wH1y70jKlawLK@3$;Kmr7Z-A~ub z@kk%;E>$AuJ!?%aadAD;v{ogEXJ_JSj=TB#Dx~h>F)Q4@t=c3N_KUd(tRCxx%|kJB zGL$fos7$_pnAh($@o0{n00ZZ~6=ze*nU@J0<8Rc`(zGl8;n^dR=y5%}+sYO-r@Coh z^Rkt{Bdb_hXWEiLNO zg$tvg!oMq*j)#Y5t=SDsJ&cFz4l^}2e$UJm&`j?M!*R0a{$2OgP037SnF}VN7Y_}V2as~UD^>L;rQh3*TqB~%5&9g|MA|=rppYQx>)oA z_g5Wp06xw}&kNTT29cSd{!tGYb{Fq~=`nbBd{UMttN z7bc}K$ub3lX4xG=f2(t7=ie=Yci?|eZJkOkuyZvEBXIy%41e}Z?NBMWgc5rX-9s&D zx6hDnxeU`b>)4S*gmSR@x%#PA(c?d*(Ci&VFbVMNk$NW*ck)rIyDCF+n$9)0dIVfm zjs_Yn(f9n6k|sZ7b&9S3x`*&=cZ;m`)Ho|E|1@4PmsmoMuaRp+UXWo6O&*a5=nK-V zp!U$iu3M*$MgZt|_6hWYPX({fhm6iaNLjgRbW`XX*L!ef2Bx_^K-6R;Yk4=DppmFo zM=!&qydcPOmLm+}VbgqC2k*C}665gzDDf=~iPnAusXwAD8{79FHui&`kiz7Y=wh+- z;1gcb7vcJ&167Y`vt z6YZ)*NH-Wysmlm_V3CHek#voTU07;ND@{KLX)LtxwXLcY=AmXN3j_b7{O+>WFBs_D z`9zj-{_GUP@cZ{PtNR1ut9!&fov}Cv2z$>jF%Vz|j`@94W=(cP#`wMixu=b(pOJvezaC!U=`V975SITr~ z@8gT93coA`LV1*3ze{~1tur;f;|VJq;4r*|JuB$!ef)D%eUwhxZm}(PQbmuw)5v*p z9W--=>6op=f_~o~r^^XpUiqw!cIL=O?}^)Zoq;0=MXzFxvCjeA%U@!{5M-ImAGPMX z?@;|2(tBTzXTTHr^JC7tG6IK%Q*!_oPUk1OOPF#p!HY>G*h&57i0)I9{ms^Ep5`$& zxA>J7)!=1%f}Ep_pDlK0eWFtt030gJssvbCbG<>>K~jZ_!8w_WI|b`;iIBj_uh_l^ z2`g!LI(s)Mue3~Z(qG=zVc8zU@^30dFOnU*w&@$T%Klasx>b`XI8z{{4?yYaOue#S z+FwJ?SO7GEIToJy0vP}VSW(?kd-GTr58<4(Eg*3Lz2ysNgn$Pr&l7K%{@6_g1Y-tXT6DYjf?NpkJKUlu`pE&U~&zE0%N{qpe1 zPav<6$vUcMXov~^%{qZWRY*uEncw+Ng3}g=Sh_rQV0W~^Wo&EZmkt$pYcqOhETOd; zaMto|p>`vd5oN+&5%G$CPfA1_iR0up^OG~f`BSx0w$!?Ofz=oNnlEZ`$`kx0##%1MxtEc)ZVEg_oW#* zGZi((c8vLzCvk(~@IfeV%LE{CAo4f-l{Vk{5t*NKff;d6Y4y)+sRrzB8?5es;s1)X zi+$ZqqAYL^Ut$ChvPX4CcZ>d(klycEFv^d%c7BcS43XI^Oh#v@-wPmRLk>f@e4a2S zxv9~D$2<%yUX_VSW_(ygM_XtIR2ZT?hJFSY_us3J6X(x6u|JnqEX9QUZn?Qo-D%E; z%p@Rl?0aB!5&qXOE12|2&LDL6cWDS3PBFKTrh6EV-V`q-q6M8*G5WDy?2t=0#K=EC z-rf~|<725mnNRd8GK;R30R{9H9UZNgI!Mny*E>MZ&LCQW))b{JcCXP*$m+t==nr~f z8d`Dd;Lo*ax#r716l!Twr6OX~0s>(}i2DPP#LECOnFL0h2ef76i4c+?<6aJqmy6&| zvai}ax7(;zqbpZUP(9ZZ>QGS6RW|U#Vh_Q~juT*!7lU8l7dAOuWCKo+U-iC#HfT{Q zLc?dH8cj^ib}{jORXFd~%w6_e2cDB#lg78-ekwby-JPQPbphGuc!K4!;T3lNZ$176 z`X)Xk4#kJ*H0s~tP|lw?j)XS&s;)|Hy|8Gz{QP-?l6`UufhODt`+JDyIoTP48~#m{ zKZGzFVKNx5nm$(Q6^Ofv_D591dj0e^L!C6|JH?POay>NnZ@&pEQ|hs=G|iUOpJu9$ zzXjhYh+{j_xgHW{KV-3$=*FOtq!e1IyIc;NpYo2s&tYM3Q`G0yNLd*7rxsPOjV<)C zwdZS{(fjuy9P(dEGD+ORV+@Xamh8c!{yXD3H)iXR;r^L(drAtCQIhR;EbV_DOIi4> z9tYA1lFP*ZjdWtoNM#iUrFSPDTQOsATEz)_la%rj#aPKP{W8h zX+Dj>C~~0WPA*$M|?t#+z2vbr0}0PD_uNw5wLQT6L2>mPEH6PAhtbZ^hzQn z9GlyBXt6^SISrBK$*Y@gO443dEi6u#+`huxq&COQlcvO?i&hAaK#MGVd!xt(Y~ePx zHP}0v#3-^0jbuTH$PiW`5k?e_46nZhvGOaJrpKX~%ydp>tyz0FGARx;!JA@ihkN%7 z|9!j)ZQvpr2g*K!ScoO!wg-!|Mna#QIfRHny@Eq!i2#*#LTdMswWIsBHaQ|d_SI=L z&&LB{K!Ip-S(#Ezno9-n3=kKUIr|xJIFl4(mxZjo6r87nos*H9sG@_O0}@ugGYx1czwpD6M|GH*t3g23l4>}^*vD#0hPJ^xDtV(CMWZ^V6*`sn|w?*}@@Io|8)4qqx> zpp4P$aNG}{#r^Pq&@INXwT7_v>|pId>{I2T$B=Gq|GyOe=G7hgh^r4STMIF<#Qov? zFNMEEo#w+OJV=88;g3)Wt1v4)GbDyg^((@<{00u1B$2Kv1@YPHrp_uz2SeTyLgYPZ zOpCs4*k+0i7nbrh%g_(ZDJq&`!{&*AhsM29ln5*-K=?N8{X*YKdjO$}h=)dN71^KC z13?d~>|%r{{E54i(3vs0@49F3kWe*?Oc9#aHnq%gqod2G zVnzP=iH6>N?1$snNWE~L;d4e0r+oL(fkYJ4p@@?9|Bh9G#S!-eNn}%Yd1KpGoX}Az zsokjS9$>Lu=t-Athn@IM^0i2SQgU7tAIUJPZeXf*BN&}gbQqa8giJN$wuKQOziXoP zp9+7-FbY8HetjF0SZx{=w+u$m1e2KnwR}1fYn_u^o0;SWPM2_KFzhpkZ&>y05$6Ha zE??8#hkO;})B9)drjUV6&2!M}EaEM!O(3xgi>W$**+n$h4ww)}2vEX-NNvDa9M6pF zLeE{q&!Gta^TEm+Lc%f}XBS(iott%C&iJ)mh)jE~x~h6SQ-p9Ef)(Lu-4H-BPmiizn#xF&T&p z{v-|x{L4g;w0i&)=!Zaoy-)BUW$d~N4hk$j4Em7TU6dM;hgeCVq@2Osu|C)gB@gih zZWD*J=`_->5kqPfM$jAh(Nr%kgmQ_l2my;4cRMwr)RQAU;z!}rh|gQ~L-YV%dgL+P zy*d^3f)sFEm0Qm)R{hjKeAXMay8Id`8oi{acl=^CUP|))AjFNR?8f~r9jNHxh#8cT z|E@%X5c0V`NS=7KU^^*KH<>Q%D@m^9`r=B7$OsZ!_^4moHv4BE;>CcMgaA=Q=*R~W z3smCI@8Y%7Pc46|qMGKTgXwOz_R=ac0+1s&+O%*9ij0OD!W=-156KdaIbee5MwU1h zWb-mU2_BloT5PzB)Wb1^zZ~NRRu!8^2TP27*yY4(x9q6AIS`lt!uvkne+vHeMkC}T zV}BA+RfMrULksQDXIr0uC?ObBLkj*O+@P8lH+3P+ltRc;7|gFGpf{)MIR-BEF>ZKT zEIZ`5&%Wbz1CSEtx*+a!FkkK8E%5BsI=3odd)M`Lt|BS%E1EGb;kJ2L_ zgmegQB(#vV5=?3yK2S=JF#pR4<}dEcy!lD(W6ihfUM8;fW8Xq?7Mh?sq$*4cAQchA z3F9`poP6{?p-OKXMSf&$_Y`WMQ2YO+nf}=Vl$1j2IC9%9ewyI#MxcOF{J}0A+40*m zw);%1iWOp@`MN|hnIZ10Acwd>%cb|YE4+?9-5Ye#g`a23+j6&>iMyy4N|%Z ziC-V;#4fR)iw!I-8+T@Sn0~CTHaz08?PJ6!O_Pc$x#9lzSpBw7jB~`P5(_%1kgBZy6?!U)uc}exW}zh`Mi7 zI$qUA-F+hIj+YB>teO<=e+uzTz zn^L3_vgyf2(+gTR=LOV*Bt)$oa1>^kZ-hbQPLThR(oHL9t$W<&JVhAo|KI_-V2T{@ z01Utb1XuzO@HYbEZG39|r%&LHt+Dt_s$BcC_h_F{t$LS&Dh6u|jHtv*RnPGE*xmSi zhko3>bO3Utb70K1{d`Y{t^fod0dP^rKmdt7I$=pkNk#y{(+Js~!%cY5o4FYy;UR)B zUBD2gAYnxE;^kyQ`3yZm__rzyFWU$K!$rEBMh>RDO0ti2qG_zQ8|I}Y@=50mZZotW z3ruzUyRfNrBkAxKe*aE*I!yl-CFHbh@dVMVd;(eeWG+OofY8xsYkAaVHi(8BFC`@f zlA&I7!hS!2eRT&rW)0CK>{T|M53!+M=wMEbs-=VXX~l=*j5H;CvBFzn0j&lSopcJH ztm;OPX0YD3QI&joq1bsPZf9o7v?1FSCStGWfjrG+w$Qxu1Z1O#OBmO`p|rkC5hjxJ z_Iq>dzYBzk^0lK&LVSDEShL5N6|%C^M|Tl4A|F8`8h@?JAXVl`$~OWm44w8#O1cF2 zh7D)v=r0(@Y93>Ipl=LPwP;DN1K%tc;JlC_(U(O5%if9n_%Y*uL<~K=new>Z`Xl~= z4}>01tG=zOBHbZl{cI!2U~79*MV?4v=n194Qoyys*4SC0K8qDqKW*pF7J85ofQ{`w zuj8wD8U`n(U=IZW@(sI0HEN?>NHv~%f&$eBqs->Iv+4kCMiRz3BS2U;fA$8?^`>z_ zmMp>l0-&qY6rM)UgLu$<=ySQp3!wyKe5zToriSPJmBZMDkxT6l6O&o+`EHR{FkiNk zkzSe%j!rY%S|6ryub2~~g%{Mm?9b@Rz}b#uzGdsfAaCU;+mwADX!#)T&- zAwkqNH8&uHXL~@p#2wD-h({&HV?*of*4S$oCcDRvuc@o6`?Q5#2>rc6|F)!>9LDcB z;0zsHFbz$W>xtaQwUA!za9>Q;CGlSU7eZ|$M2~_FPLyTSwzI_uP|wXd`ek;j3aOfr z*gQki2iHDm{Qxk2S@=FJk~h5~Q%UrQ!my-XrYQ4zw5hQjf;}JIt`879-l?DFzWCXq zD??}VaAOf)EETgqzQt93m(q1woG<0+u{3Y{8#x*NJvX&Z<)r7v#r|{btdxd&ZQ*R+ z@=~8VdL}mcmNNUTWR>gWZ=RpM-ncJ0^*oa8IgihqhGuukHr|Jek-T8664symXxHjy z-^5YW!`=q#efD^seAFo3!+-3C?zdn3N1(h2;2+V6gBH6WW{CyLvu7XL)Yg(r2#{6? z8Jza1%j(w}Q!(p`|IuYqVnRhPSN{ES@iiwxVnVZtLe;>inAlpc$sjO3Nocd~@Tq@V z9s9$P(E=ECQmF;x|LQ@&+$6*AH6@xzb4f$v#E;S3w|^<&%d)amGLFC z2XmShJn;g*I2bLiu<+Gb_>rSf-Y9bK78Thq-QDT?qA-9il+0wYuON*P1I7BCJ36}; z=GhhQqDGQ_s3hDxop>QjPOI+A_2)NkG5X3=i=Vq0-uZd$cDaC8#?aP=QliQ4=2cQs zvLAP-ySh9E=~8u5PEVaep-@r{zwOY=aLEbp-kovsorHTT4~cRGo1h1O7{LYnQ3Oo6 z=6By(#WT9UbdJO*<=w@^r(ZS9Mq=3IYpBOp|>K_NzAtUe|$?y z%=ajnXvu2P>iVZJJU5roqm;d4V`ov~&0^+{crz;TA4xg0YM6zOM#OL(hJ;vfGW-IM z#$f*^kB!K3+Dv{oh&x*t29Mtv=Yx!*p;5ARO zE51(nu|4l|nk*{9C&f4y^dfZhSFfjZJEwf#c3drUa9jJerlwuK>Rs08(%EGGJMm8E zXU`S3LVOeoTQUl_06dV2I&}#st^mkdYZ^jrr7Tq5%9E9gIy(^_mUd;`S;hQ^(uos4 zb_R+0JinW_7?k(xUC6XdIOr&Qn`x=0S5?JUjE6!kJ4jHY@V)CcY$7HD!#qElYy2r- zF-mA9S6EnlcbzqV%CPi6*eT-+=be1%Pl40Rr$}dX4V?6Km6S)1K2J@6MeQl=T$|aY zPGml~VDe?+9igB6!eWTXp|n3|7AvimtJ^41d9GnOS%T@L>hX|F3!QsjOB7j+CamSV zOz=qW{yyf7-U^;)pNSw(*jADwcA5wmthhaUkf565^O0p`f~$XRpqalf{0X~Ixc%d5 zf4bhHS9En@>#aF(H%6jaQA8um0?iQ*B`+>$N9w2-g#EIJR-Ixg+x|J}K_|*_t&;6a zF+@@5Y6ovv#c{5LojFq@W&l6zC4(Zt7A@#=w7A^X78ET?w{%G9pN>upeEO`wWa+** zFYh&8&*7O&l^pwGrfG_-x&AKIN4K(_f*9e$wf-m?ZyS;KY#a<+`)kY%4ULyia&hR{ zSK5!>y)34k;>Wx8<7wwk8+nui-<5v#SI0=Zu&-y$Z$<3D;+Y)Wgs<>^a1*%zV}`e$ z?l-m9zS^(#XqR8BQi;+@;0%^GN&ScQiVm}TrSf5Pk>X`P-T|fZTs3~ur9sV3qxi2* zd+-g*ba;lSimLRb@;~>?7Eh~~Kd^S$w^nIOO2FK)dYUHeHUEp(Agk+>8(9gcA@3>1 z?+Bw=ZEbDUE>%|H<=%VFJ*WGe?%(PD_0vA~K*l`%Qpr;$2M|3! zca^GQLBqb&j^|g~&l0WJ43(S81+H<|ua~o<)#z*rzEAO0465H_=j2sg^LETh63Q=F z)ZBme{1I7bGPTT#h=0}{-JdaM>EWxuo=LkleyRF7_j?6m0>+ELSXVr)!P4?o=|26L zQyK8|dw(2S)5){SX9VUOrOXW9%yDb-j{QbMrfX^kRj8?viIA7S$@ARwe5YG`rZtK& zlli*c4?KNh2_3)1-f39&<{GrhG}A)gPesD4ttAw<}zY1V`@64dpKM=mS z1mVP$#%wRyt#%%)E_Mq)7hYTTY^XnPG@Kn2KIFs&kTX-f{_WD6N=XfE0(|BgGna2V z1SFh3ol%aX9cc9Vm3YY~*5Ps#BLP&*&Ja}W+CL+`ej2(=h^o;|l+fEGz5iMA)gZU+ zXfEk0kC=%+ZPx4~DMz#y@r*T_%6(nlD>r=1yRRM;`jGdv=r1{0_+sCeFyw!f<k-92t_Wl=8&t(7EDJ584aQYK*x{fh1qaVC);i{c_Ln2hG1L>-j$@#Y$*te>5ljEgO};Ke48vZl`?X^=!_?ndOYUEaGUPlul+ z{fPgU*_sM8{q;~jXz}z(7_RKKyTOmek)0psen# z?&r%u{Cy4T~AnveK>!qyLc3++} z)7QJIiM{#Z4AW;WSTI98LSZ((OP6u21%qmL3lkdWnyV{jP5%n>a`SHD|kcOU)^xf$mbmi@Bm={b}*Lga{;f~tJzzCiz74bT#ajdk=fA1toDv@rxBA+4ePGC}wY06TvHQeRP zazHpF22YL=b9`MU??a2_`p|rn$X3ThTsqTxnpt&!B3~be6^2?_>GfoIRM1}4H(M@A z?%SdZ4F=X16Q+*Ahekhwu`FcY%3Lse1#4jIm1ylV%vmpsw5U}y{!FV{%S7n8;IXu; zeD`f&Tr}VPg*y1EL?n}bLHXDhl_$~eUAKGqGUqk8HyTcGTjPx)JAc?@KQHNar?Y_D zQ5=U32>&(R*AZ(I`8rx}Do)pxZ>w1IS_&M2?zZS_opQi8K@HL9O7@`#E6BwaS@t$>50x^H)KV!eF{&C z9r0E=mKv>BD`l zY1l~<3wGLF4PYWiVgbvdy%1RUVY`@TF(u*qJcP9jnv2Vb3BNovweTu&1E` zpYuLJN~!3RLZ}zse8z5?gXT0H{XhFLDw!SW!&lY#xO%}rnQPL~n0#UG?8^R?&A5WB z_I#(nl`)$-VcP;StMp8e!^j!k)%(~lA9ODa?HjLgm%BXVdElzpXsF<-Ah8t^2*x#5?r$ymeeP>g_4n`i1-8aU1 z>37v_rq&7GJMSK{Y@uB+q4mZM&8C?cr~TEU%}A#sev}%5 zJZ{>L*vzBVSB&;m_>@Tw%Y4E18dj8byDWl1kvcXIckM}}&4dmWZFe}yky!6Sqnqye z@ShENRFSgrs#1I`&(3y4*{D77{=B9Q8fP>kXT+<2Yj7|^Zp%K8v(xB(%2s4mo~NUU zVWi2B0S#~bpMCoc#c}k2u%;Gl$+I>prED?e{1yT1cl8;x*$2M|!`pY8SY^7_B1v1r zx`}!Mj&vqoPMY7DZoyuTdVL#dw`_SWnNpvrp+(?D0f$$xmV>(kxjkXshk|21T`XVt zc1JC>Qhi~s3KUk#>)og8E0vwAVmaEficgjs(C~u$7X!2pD~G;+lEG#cUB8$8+D$T> zpZkV`gyzhZ>%6+xhzW+9U6o8L*o|4Q(cAl5G8S4l8{z$r(Hn9q0(EXNYtD(-pWD4% z-2H&1dg4!D2CHR;@*mhvM1%0@wlPqZYzAp3l>EUb z`_;Ya6x2qr{3(V6U&Ne!B224!j?DlKTQV|XnK@J(26Z^0t-JFZL* z(J}Ju&k_;c%)&?|fi0Df7nFbc7<6@-6xcURkg4N^=nIe3Na*YxbKv2>^rj23A-FG5 zSiG%b9^w-SFf!VW8@HNx{YX(IxY~TiH}bTZ@>ZnP^u!^@Rq|SrrSkLml9}j-)5}WBacCAbu4`kP=|*b4KJb&chWaU?XH_7$`~mRMjM+|mV&9Dvfy~iq(fsM z^N;AMvJ1plIOQbJE-ypv@?71BF4!PZ+!rYu8>?SciE(}G?aSQvq-C3xY5a#)U+6iH zVBJLZh+C`v!@3S}k=;)TYM%DX|CqWcMXJ#Zt8w zPIf<1$bhXu@yqn$cc{y0QDC+;iMYF$K2rbd?$!-64)O2HX(tPX#i)~&^=aFJj(a-ajFLfZ_ zNerN-d%hBjN-{yQyB^hI<-snC#)T1{q~Hu0o54|^o%t}v^-huD^~qB{i%k0BS}}#r zx!C#Yr=y6NEK;P+9w3z3Mt*t8@E*X-T?&qOC+1?!Kr6- zTr)uI&<{1b=~+`{M%;n(0m*Cj>^JqvHN|;vB3VfX4jvvDtqI=S{k%S}`HnOq*b%I} zIib*VC|Uc=Np>$*K~v$|)ZyO4{+FkVs{K4gG5SF_&!IVj z<@t*jJxdd9&W)IhoYS(N)2|TVl!>3|tjYZcn3d_f{x6}Vx>Z|+Gd>HPe|w-J#}G5) zod#hHbAfEf5irjh@{l9_sq5cPeT!g?u219N5jJdTmgBT%wu?@in%xp9S?QEu zT3Om&m420KpGSE}sXxVB`vm!={zOR>ArRT)Q2|0I;9V>FxIhemsGpj-k~XLo|Gm!N z=W}!O>{z6{_YvS2kzi+6fYiE5Tq<#cMa1eU>5y5iZ?Ry_^gE9g7tMURIUx?$m3$Yl zu=h^5WBk>y3m;ReBhfQ_tLNBtoz6GAiIMtA81G33XEk*X{py@+iZWf5O1&jhqv1#& zjy^>V&}HfS0G#ZA7w0;8$1LltFU;ONiJng{M<*Ashzz9%n8IeNke!EAK{0y%gxM`4 zTl@ZnYHM9%W!YvWFQJMgd1v)L?H+ym&vB=HVh_ivI0EYNBl8Z&mIAWTg+w+W$4^kj6;EW17R0k*E*@k47I;v zV`HuNeve;gxyAYVo;V)u9)W<%?44c76X zsZWsCqsNq66Smi&5Y+MA&{+mM+eNMi_to0CKUK8~9ULtyOHR+>Y?MuHS(^J`$?CHs zt6LX?)I(eW_MX(m;vYYBNW(b&&mYCe5X?95t13M`Xd~*(GipOaYQ7sgbKmS(90KEM z%d1SOUvxhpDPe2})dRQNT&%4oE>%&Vpwimw)Ae-3Nya`uddESzWSf2;(mPgY`!?lc z8s#Un02*EXl{^t|%gxK%3LjhBEaN_YyIy({%eAWhcRQ1~Qb`2xtwUg_Gnq(D&zn=l zSV#OQt|GhP_+E%Q{n2fk$s1p|9lxzT=cmhl1?EkeQ{Ha5MOgHSsohOazZa6S1Mky6 zG^f^vuhR`7AAi=Q>#9tcJk>)-BUM$^C{mkH*DJ^M5=U-Nv#fS8T74`w7iaO2V(Wzx zpqqtLdU<-J46JswyS2Ye6oCEye1e?X<@Sr8HxlKt|MGATYt_-Ut7c40Dl*mxPI)UI zLtD+}XpBp~Y1*e#;P8d_+qX_=u3;2&c!**9S%Z1cr{{}-8`db3I*gYtq%H}@cwQ+z zd_PaG;3s}^7ihh6VR1q`5B)H$w`w`HHg@!ijp2Lzh`~ERNog&yrWcIZF%o(U%fD~m zKLi4`{?=k6*RinrCe)A6zIRXkBD*D_*3Ss%?OcDiP2a@r(T?KB_9?H+bsqs_{6Lcd z6($Ylnj<_e&E_=gR?f-H(FV2MeC(hz!kM^pm21`BEcTz(>yF&u!EN9mEEht|&(HW}sEA`(h?UE~%7|Tj>DLHT-K_Fq>o?Zyv!`*y&E`4$F{wfKtAH%7} z`)YLqVQ#N>pICtsu|!y@?m!WRRY<#WYz#T@d6%I1utX$d!d2;5T2wcgekRvOZvCad zkXC?+q1-8GwNYc;3RP?0!x=dP#5$@#_a^OJH#%w|3nXjg!}6n&-H8m{$<3K{QnMmV zh8Lo!Tcm&g5@aUH>Rg$XMBFHDRyhU~`_+H}b7k`V0r%>f?vTig{{l6G^PA6+OjqKx zDhgKZe3DXlTa}jsI)&l6kZ1sPIO6x06}g`q%OAV3Yze#gWCUedme26^QA+={DTPac zIv=IYLh|V6euxtjB7Xt(ICx+!yUbOgb7xd@A5QtD<>`mZ_-=fxe|BP{x+z`bbN(5V zV$X*|eLOxckqq$I)#8h&$7zy%v-oupnV*LAGkCvR^W73Cs%`S#naBRoP>%qM10Vn2 zuKHBSH&L8AAiS+$m*LrCtCi9)&@qujwx3&}+(~@%yYQ5GW*LIU%9%vxY~=aiQwf%L zODBfrhpI{r`{XV>l0fY9Q4?q{m|MU3a6{4>Yj>%rzT=k#nc)+<{49kHYjzp4Lw%Zn zNlG{C_vHcpGyFLz)>BwkqwXkv*)h}{6O6oLPXTqj;T6~mMEkszw9iSeqhfooOeY!h zWrPazE|@arc;0Z)miS02a-ng4iwn>$(dvod<>dX@xxulBD9ZNP1H#IJT==mMNo3aU zB)ogPYRv~PFWDb?QQ-8atVnSVkTe@U8M1N0&8U&9sF%@PGR8(5_Ta%>UqLaQ{lSC1 z6OX?0g0XmN5ry<<{UU|MYyPCODhTrEUvGwOYdbhJ-970>O)WyqN8WN?9_~2qFLB%B zmI{@5^^20Q>!;_e{Ayn;WqzUxLf(;l`hf8B&L=yW<3IhXvULgz#YWkA1PnKALd#aX zcx1*5@?O4{rtKk=%k%o-Y@6On$mqU~^%ZG&>hR6QmJ{t0ir6pKd^wzjb|L%() z%RIRlCfo*T=u&u6ed~MELoCKk{rr{)=!4>dVPE(vE&j7QATYQ2T&|lr5BF_HAC_-b zM5;|2=jdjf$VQqgQ8Ni0u>ULe5y$^ zqoV;DpN6R`h z^QF~>w{fh~tXO61iy#06`e$9f0b0gKw5ahv`>%WNYH(XP?Gn5xMEfEPkF_sh%J7R# z6BX_EvwRf}p8$hT#r$nbfGt@TV^8;4pJz-^^nWilqkwvy4t#8T;?lfK{*m1U{Wb5g zDiQHT(rI&IM%U$!E>AY;pU)wF35xOzg@x}UhRr#~FWZ`3zNYw!tn2Lq`(~^p_$QP zWLfo1L*9SC;%LZ0)0144?uRO6Bh@9H>vHe>QrxWB{~Ir5Be(ap=4kT->zBxdw^hPN z&VBBT@>F>;l>ZB0D%4wplc@J!VQxF7*A>G}@TN@qeWQY_Qp?Eg&*?!9lgDoNr zdUUoq$q%rbVTS|c_OTMwa~6+~o!Iyi8Kx}tO3qmH?#!f7J&$3o{VjSrdY7r~$B!11 zkTy^Y=TT&Rv-bJ9)VI_xS2oZrMwIMSlYcyqnnKyBg^RJ*jA8k$^I%ubG}?I)s||0Hrir;xF{$NAbT?E{CV(w zkze3K5gWJw(KjPmo%bl9MUnrhMXQU)#QwSc+d*XFP)CtNDfkHqxr+MVUy$R6>^h{Z zH@IV2IXT?rt|Mj;mGOssH=WY3!YKg?YOx|lNTzbE7UZ{h4tw?6lZMI<&2V12l;g8N z;5Dr&YmFDeg3V~Cq@;9c#@g0)7ARS@Ar+gRfgu;nEjuXS!W9sxu|~Bg3S@_e4jm%a zE_d=R4nVVSUkKLR208-73k1T0JTT!>d(oXefuGiPwwJqRAl0TW>rEHFtQfMBrt%b+ zng)$3T~Z)m1PjTx1KxdAZkFK;qBozMV9P2<|JL4c%cezZIpwPfuDv000h*zj#Vl_b zcwZnBdzjbrcXzgAfb^hK;e_mXEqIOUz^FP$h9HmHKs)XWh1HXcT!Mm~4B}32mcKB$ zN?JBYctP0C@7KJ#ts9WFHoOX@no^$A^GQR7rH@&_A4OY8byWvLFBym>q=`i023hLf z-$$EGq~~j91*f21ybsVm<^(pBRYiovIo1d0}QpnXi? z(aw^D^h{3(j!6dAnY2IXLgB54t{^LMbgZoN5C=u@+ufKVp{IX6Ve@``f^EJK8IGY6 z>lbuPOtU`_=1A@Ms!jgsWhT`}I1UkfBmN`xeBOFo`XDh*I9vU5mq412SVG#KnYT>zy zyAtLElSFMJoGmBWg5nE|E2Zz=z1s;%-^12W53Td_S@Sta_-<-xZ|7f;`xRW+u#3qC zZUc2lZaqfX7`VCO2H{jQ8Ch91ZS9ewS*CABCshmGQs?RFI|Aw_kJRQB*0i>?wo2Q} z4xQ_aqx!3T)pDXWcB9p`dg6?6z3YhF5F_=(*C_VR2o{;S9RM^^#8BkPwc<~6J^ip& zaW6ai+`fIgUMS$p`kyi9F!2U63NG+VnEX9*O{z;gNag)!a?Y}`EqKoMb=2)ZMjf8K z3Is^wd22APLrb-?9?+NF2@vSw{;ZLpt%9p4r$YU#BNDEzDR+Z1ctGGq?~gWKHy@)e z)mRtr!MVz90g=)m31s)o(TDby+|)KY59}QgZD1szykIPXlO*nuBu*7L2>2)>G%d+$9rkPb`68E&6g=aKs1W48{OL)I(Xz_H&T z^b0O3Us{HG>I1i&L@w$N^Xh&W7^i9OZ^O?cLl%kfu_Q^j_CfJ1jrDcnkRo9=F1x?# z(;QuW+Uu{|18$$`^?{++Y!gU^y_#8k2E2W?NR@c$vdgCr#qfVMX;$s713wT?8O?bi zZsWniqqAmj3w|XplGln^Sm%4#9%8mo_iehnyH7)~{@b5cP9Czf%&w4G$0+TYBkei; z7D$%R=EhQ{{vwh7L;HPtQs=)m1JOMFmXWeqz|EFY)Vbd;y*uUT!biKYioI5&ELVJs zWM-Fv9HIc=ycyuMEM>sJbn^m42Rs`oo*n4^oa>LM6M^In!PH9IlX_w3xg7|*a&c#_ z79ToL6e$AXVmU`T(8t@a(2kcwJR{;W0@>Uq;2ft}o6UfgSa_<<}8Qh}GAJO?2g!B^(CFt%esj2A#E#2$r z=ywUCwv&!*h3NuZjvAafZaWw4W)iOswX@6V;`rL-ez7TNn+NZB$w+h_j{^RMn7V{u zF;Nkbxj@nO8Bfyhb#G$JKTDQJV4TfUGc%}8UlAM=69YqZ3R}DMoMm&4I>@wrv&ZIi zXu`3U)#LjT^#Sv*M5(%;U2YqP6?!=qsE_{Mk+gVoejL=Zl4K37Il#YqI&Hu!WURb4 zmL?9V4**iRT+ZP!vOVT{Mo0diK5n%qyZ4CRqZqC6nyqn##l_opKIvEPREkgPbp?fE zWyeGx_FhVqsxROmW1&F~nS2xHrRP%wC9Do!RJny6l;@7-*CG3R0bG8$0+P=s?`7{|NsJtCjg- zeBmH2crR#ec_d(24KE0^3$vm%U;Jt`)+>OwcQ7amX8o&vP!o;Bfa6bC73RcY=4VUV z1U)`AHKo8#J*lu_F1EadbME^^ z`4adUy39re8@Ao2VEg5}?{WF;XTY~4k^K#5u$}si1oR7&d!QaDljpegP}1NO2w1WN z!MBNsufz`TLY2*>USuHCBFv8rAo==`tbH^a0!7Jegedk~(#Y-xlm}hwjQVc^KUEI9 zHM5X09$-ZbqWRRAF5@GwEIq~1Iv-aoPpvkT_kuuUKqZJh%@yS`3$-y7k42ZT!8>gX zGT!;3K<$ffmDv)TLbt1-NOuwj1rfD`&`P+&5hhAgIw6Hl#!31i&+eQemH~Xn2)`nu1MU{@1L3jRvJU z%8B2o?CarD&f5iGa{)D>>jEjkWbDc?R{;L|`&%i%r}oJ#SXJW@!%5%`7doAD3o%Yg zte(+eI#!#@%GcL@_pO7QHxE10*#2!&sZI`b8v7Cs{Wj18d!#M2J-Al(IMcq3<`I6$ z;Qwr_{omXXa$>eS^F?3cz{q+z#XSl9xZ`EPU@SJEL`@X&Jz1HS{oh{Yer zs!Jdi+TRSx?@v)d3`vCRV+YE!POW&MP=s4xdmiPs{POa<|3Y0h*f@3rMRzOa01MLx z{*qO^YeR|~Y8zHR3HhziU6mTi!D#`)#Dn1>y;eW0#`7kWUZYQ`dD z%6t~gd{{(p_`rz+IS9<#VTF7N=OL>$g!>B@ENU)(@#1y0B=PdPuGE2Qk8GMBjz4nl zrWr#STT|H4<^$90Xz#<3%M#6Mr@t{&tHluz{q@fUj+tQ}0Qpw>j9vXaO%RYWFa=8g zrY-&fGQ}QR0U_NFuUTwdFvBd(#gPdOlhu=f%nM)vJ%9G>`^YX?!apDEh0=*h<|;xM zL+gAAK(?!}lE`rZF+XIc_klf-=9*?>ha>)yz}geCH<;mIB^{O%DRWtE@9A$BIub;i z-+O?ksg_QV10homMa+2wUu97bfb*Y05xV0E7M+w9oa;NV{;k05;v3|5*Wc58Mf9=2 z6sM=1t=@Y~sP-)w$3s(k04eXHKNeC6sx7$N+2ugAF5fU9w5^?;ePAeR_^I}rc!UQE zi0a@e?`OpiG53J^JV$=Ey_~kk|Lui+MB8!pLe2EhVM4iMykPC(b^qa4-clQ`(qu=Wt}^;<1{nY10L05Wm^*@+&6fa;UbgEwuC{#)s^^wXeb?<5ZZ-ufjO<&Htn(tvK|m%n<9iVX4Jd{pZ+RU+ z)jzxN4TWO1j9Y9;f(i&nCs|T)wq30FQhR3khh(dzd3H3qcfRR(FIu+EW=p3_)Wg3+ zb98)sTy*m#n4{KDq>_Gpd4Dt9{lqnKhDaz`;O;-d964+ASRlz#y4PQ{u42*;Onw=A zmLB}f?-^@3%t}s*qw^cWFi=WQ8DDRi>tDG(;yV^jmdd_|DeW&X-anXRHSPbCbfFzI zvj_6`9sLKw2L=pebcQbdkY-sCgYbD~?q3I!UKCq&Ix2W`{JuciC#sHaE|-fglmE8=R`yeE1E z2MYuS_&0{HWh$9jm*^&?|C}^fBD8C|HXSdQW9d&Oj3uOhwdwRU;~YgVb(+>s#2L?3 zUtTT@-`ibl5XY4t~`zh5LjuAPqgVFT_16IwDVS z`D3kT5nA)y683OY(W#;9k(3W+l$-kzo3EJSQbj<`FKq-q;SfEgs zaN)0JkdFzgN6ODYi8-)345r(uy@)h%V)u#XKT z`8m@qCagLv+vLd+M7yq7hS|`KCydGn^{6;ts?|z(dqhnQIHTgFvS0*K#U#U=6PA&EFF-h%xS&J-_% z5?87Lr{B3m1QoJ(@2D8+{AdDeZ?R?b(60^}HkS|*95BQ>pv zBsqP~_E=xME3>e^-q=Nn<;;;|5bf$~Ut^JS&nT>2YNd!wvJ@H2?6_hfDz@%x^K^v> z{HE7{MpK?RhSa&;s`p#4k>TfWCqJIDek_yZ*P8WYm^q$EPadyLZ10*hQB9Wo^Kh12 zLkOc+u`iLJ50#{wOGs}6g84Fq)Q-T?iUO)Wf-kHM z4@m>XW3QX-F=}d!c8?bmIWVeSc?@41BR1BrUdA%HRDC2bC8pOluboONcj*YY*Q4Ns zNmskbTRI*y*pRT`1h6n_=%+k=j85Cin{K!1{EA-AGKYE-OzTM@19Lswns+BR6Q|yAWVQdaUfy_99^SDf zl9oaYl%VQpXKW4LnKkbP(jgiCq1pzJJ{_&_-s@JH=yMA|l;_f0pM;yQG2hu1_gm&Hb{<>4XV?$cvamu%r4Q*n&tUH?xfn z^DOvZ*{uL!_NjxQioup$Zb76%S^a@2BRywT3+@Fh0BxFNgnG8K4VOGkI8V zUY(p#$o7*21J}C{H!p1q=d$x-%uuwx2ZktHH9>?t(7vN@=9k$x`^Lk+M@=GyTz3!^ zVEk$$vNG&GK-R|XuiQjmFi#^8M%&L$9vh93%w+5i0V-yzcf hhME4qzi|5KE?Y|JN_XFS;|9_nB}Mfch1V@Y{|6#V{Qo-=J|(n#P}WjX*~%JOlVk~%eJsho48mAu7_?9+`;zQg!`KL6Q&2}0BfiS2(dhiqi zp{|EOP8j?{3;qWk6-otOq}`Pb+@CpHyL+0uT0tJ0ySq3#yF1#wxa?u&>SpKcBr0_0 zw$NRH%eLH|d` zuY|=BI za0w6yR|meI`RH#c5@-D>HwQ5dfSjScuADykobu|ge;Gne`Af|Ss*9A@apr&ODX)+M z1qfwSAYL>lZc|?C`Tu`9gaTUa@#EipzVve`iT=KuJQ8z>ernkub z`!hK?{exauY(i90a;stpW8dG>=eN5_Vr)gTnwgo|b)^KXFO5J=y{DOP-n=Q5ff(@| z^F7bZ%VIwRJ*%$k34pGz!z)m`o0u4RNk^Bh1&DF;G?dt zZZ%X66Y*R!HpC*zeAe0}R|jp9b?4=34-b%WlFmsQaU#n1m6WuImGf>=vk7kLcDxXj<57yiu7 z@{tH-k>lgfZ{E1!qQ*HPC3m>zw)RXOY9EZspFfow#D!?`sh!)s1i7UI<_A+`Y%HJW z@XMh2_v9U7!F0`9$Gr)O9p$1YX%Dm9>vnj1YlGG%g1BQ!I;2~D=1ppSD$iWJJ)XXm zD*K!8+GhlgZ=V0~?%i!xn~Rc838(6WYq!4+!|^7K8&Bo8hTTNGS1r9sW%!>ab}62L z6AeM?1*X`kkD?v71C)jWk~F9m=WP^Yg-p`nL|hr-`NL2ym|UoJXVPN`t;^Fh0kjZ0 z_lt$JP3%q;-}iQNa`Qz3o*-)x>vQG^ZPL6o6i@* zEJ=w(LRoIj-fHVpJv}{hPWREpXnoV0ckbM|t{?<0&-;NVZH@WGrm2LgWoagI1e#@F zuMy&*oSgSOO526|O?xA|rG0nivu29Gz`p#k0mV2)7g;oZF|}hb3=a?QsdTfcB$W?c zyLxppU8x&s7RyygqL4>_r|mlT}RdOXEAUD0{Fy`Lw`P*86aO zOY7n-)1+D!BW{K_h$27IMp;P~cDf;uLA3L65R~uQwWgo%FFa1n&B@Mgl1X+NsZs^M zd(7T5n<6`)9wQ(%&oSzY*$3>aLJcF*3Ml|PhPDp!vc5{D_9L4CRHu%%ccaVFb_a3JNk-mTJu zMS8joyAM<+E#43i5X0<(70~{-XSdJdo^{*jNrEXkb&b$LD7CXNRp-3v(yh!IXI`JB zHYUGwfRo7G%1C1mJadVM+i&mhDUwEV>-?GT_;6N)W0?ujt$MMz)pBj7ojK_N5)ABg zn`oyPhKZhDluu!OK=;Ay_=2*EtxgvDTSE|2yh40bl%-PvU(I@n##lkf9C4t|&u@+V zHCYs*eF@=Dm2#fV7O}Z#S39*3Yrg*?)9g3e+@dQ*amItqT}=C6tL{)7KhLVd@6aV6 zBqXus48Qx0_Jc!yU47V;5o>Dy>LX(r&f=?L+AXE< zjRQI+E`hkXxS8~~2l+~6@a@ga$MG6WrO{lT8H!3;w+85$m}2F8cRmXbJK*xZtvqlB6A>$$q-FOc*(N22-|{jpZ@aF6$JWsmO>0O!;Y|;`Ir+hn{Vvz<$sVI z^XV<6M;FlAa=yqko^$UEO6Zc^jdM@mKcTq7bgO6A)8P`O~d_98N>!?Rp2DV4+kHS%i#jTY{Ll zQO4vU=Q>!+M%GnI+^;<7xVKyy6%{qmvN0w(;vQMK6f9ipVh|L>jjCwr%*xAabHy3j z#MKddGJ>b4W6jF<)_b*Le*E~Mc9?I~8Z+a({xbLJ!R~S$^#1+(ZE$|Qyt{T-F2vjw zw;?V0{q;9QQ=h-eZX;`*@_s+yQc_YeH8nMnTs97}yX*57AUGFB+gMr}P!>}@6hu|D z&yP2!G972y;uwj@Mo!PqM4Qee-=0}(UmxtPZ!^hg~nNWsd=NCUm z{CJO^R3*CLf`S6?J#hbn`TT-{WoNi#2KGh*8Q2}CcM>KiCj}K16&puPNrNSgJ$Z(r z>XFwUhd8`uCQpXS3mhCA#DI5x*?Q((?LjKuN6z&+|)iw4mvsrHT9`Uvda;?Ot+DU2OPGl(|-CMUl*hBktC*T7ZxEzLY3s;`gE3@uB(A#}$XE2qdH57z3 zsrHEDa!|q6W%c0J?-CIwq)$9RPLk&5{vn?ABw>ZLuJX z*apz7oJQXoXtb<~*i0@N+O2fmM$_}yDRfCy>6$01e_LZ}?M+Pv6HUbJrFhMpDlKPE zwwsKWRq!o8Kfj>haf8|K3x%5cT~|tQm!BqaF)`3dyFUxsSRk65D8*a%)WM`5r2w1O8yxEMRJLrY9W~Yp1ca03kw%FJ>+Z)R|a{DJei_N>FYeuV@ z3?93#8xd!}Fye8y3zq3+2eTU5;n7h2pAA+q9gy2us%gR?k7Fwr)gXMYv_-MDUjK}L`0b6>VQWfy7R zX`*YZm6~>e1!rMfHxMOmpj!%wE~}{uemgj(uZ$hTt>&yt5INjQ?|YL(iA@kvVz2Ti z>y8Awhi7z@l`(GadG@bEK6WLUkTQ}bU|%Zdb~TjJL&6H31~aZ`XkD{Kc6)abUgx?! zD%&!c-_89x>Y!q7#64+=H+-GEk2IX+)&Jd%tdt=VVGIQEjGTh9jY_+-`HpuARy!Y$ z6(G#2Dw0LH%(Mve89AW^?qVNun%@#2UbKM<)Cz)ys7f5ydD6F>xvy7BWK?8RsuVQH zb%J$&3a?7<;i|e~7=7~|SItG{*y@@vEU+!DBS=L!NIKsocdA^>C?Z!aG!-jPc&(cR zFEiW?voP6KL7wF-+MJsIW6^KrJN!Wp+y5)61z*6kLu01(uPqi{k;Q1(pCq&Y?Mg)s zBgftG!r|_s90tUn`>bbs%?phrIcIW~V?pTX5kOfolvQ;l1e(E?>-IO}YySRbx4u}( z6$y35mi;E$$qE^Twv4vw#+5&pt$g|8zYDtQRQ%Mn# zPSY*X)+axtnUk~Dwh7f{gOfvAR)xi=e1oIq26{r5^A4S9X^_nC&*~Nz!c=xgujzM@ zGjsOJ6~I*1fFe`*)38p`92==YT*a{Jr~OIx40KgFFmD_zZE^OBk^Ty<->!9Qh8SjK zqH7SutlyVAJ-6YxP8gEUPb1}uRm|no5P}`Xpk~YjrF^9z_&~*G*up{;bK>(GT0u!M zS+Xy)psY4MXVduki4qEgq1*;{I8rz|CdL}Iu%YX%*Y@dNmaoI`q{hh z;Z!^-!G*Tjy~=K-Sz1ABMnS~EULr_U1|)>7aPiUw;v9WZpeaf4S(URjthl40tOHq! zLG2@gHp(_R5?l84M&$cY|KxRG%R8#em-_SEsVhwS zbsbOK*9i;8cAQ^x-Hg#x9cru!J<84N64SGY*sQGrY|^xy3EUvNyrjOq{#L)f%897t z3utWijQp9)%Cw+ydEZNloM&(!TTpBzy!()!XTHX@`t z6jB~XUYosF^GWkg7uH?tAx6Fjzu3%|?7lsUNk-=Jb-OcGY|0QNRP_j>ni9$iD#)m@ zYU3>~`~`Xh&!eo%23j(6rrjBTMm#RH zQJ+1SkCozd%B50h_$G8hhjS<6X%K__N|hicXyNxUcW+h_j^Z|sS;Bg zLf~-Y{TDEKef_%2#DgU1DE)@Fn;!G5Fj>u==>e4UNXwkD5yP_`gQ~(9+8ZY4pjtv7 z*(I0WbQJ^#%zrgxyIg8YxR9|Mv2a$4bH`EEP@B0*zpx{|Z=!1Fu934zml`X&rz?|m zpOxIhTnP{7OT^^JTCl~44bRn#Ms}wb6QFp|tM#Vk%ht0ci4V`YJoV+maUDc#rQxtjmpet{s$k;P>a}`$n`2jHHX{NJD=Nyz5IUV}&9Q z#lz-}UnbJ!&~wc@*pYbqCck0g#T{Z!DIsLm(<8a4O`0n+^{H?dF0pmFr%L$Bz~l+U z>}6k4V!uSn@*S8P-@TV<%W&B1s;~q(CI)4tg`-jp0x3`Q4?uehBssl>1h<^{yNA2n)!Ltpf~!kFl$Qeqi;ezbFk z{B_wEk{tz8x&~Q!8cm|kL%xvyiqw_f`NyR2dBAjnTSrk}u70OS-RAD>!f3`ab}MNR z`E2W;Z~qQ_Onao-qb2HQ45)haDjAu(_f_NpZ78X8#OIp`f^OTo;K>Me8R(v4nj`t3 zJ-xlTSf-Wv!X;U0zk|KW7JQze1*MM`ut|6sC?!;d&sw^PXkd^uK<$z+lTOe*=A9AKBak;SvdrdGS2`sG_o0n~JD zqd0&X#CFYz$XWo2V$_APeXF3CNbcck9`ifIPDiK<6+KWG4?h;xfXaIY zt9Rg=5t;_4_K*DAeW=3~P6cscB%%AbOiALssR(i4aa7i+Wjr5)F?c(^)WU@3*{S#+TSgCl1Y?t(x`zoLMHvhmN!%S{~W|ln+a$jJ5 zVKS&cyZ=LU{o;E|2Ui8UpRYYfvw8A+k;tUqKrKx`!vWADSGpN^g&_xC!0E3!sNNS zFhpCojp{!pN;wkv^FL5iy@31^Bl${_2BDumMW>{seDTwzd;;>&+&p!WP^M0M=Hg`r zHnFgU%Mks5z%c;KbcqT_2h|({jqw%m^HO{%0AkEbSaXma2hTa0@D#LO5^#RR(45gA@x14u<=v{xf>#%%3LAkvD0rv{LntotqW#u|vPgSB7 zeK2%sOJ7Il8t6^`5L+ux_X*gPOLB8_mz-4s?KY*=++zgCt6-xVct2r2+mRTNoGgq& zp=O?r2=DJ~1q1}Vq3b(sQzjYwizg!^a?9b@3!j4uO@hR@-IX4}R;Pd(J;`06Fu~ywjhrd+T+ru)Bd6>$DT!kwfz{4aLZop^5K^dnD`uMBgzkh#Phw`28 z%?hPJTI=2HRVv~yRh$O6=1vg{>S8EBR?uvEX{5Tf z;^ky|{;7Zd3EN$&*2>g~d$G9#uErn9FC-Y*4;8VTSl(^Z+8=pV#N@)6^=Y}0GtRX% zzY@4wgZCZ37z z3w^3!l}%MI*GAHDc_{!q$>crxNwN**=H_NK)f8UrLw2nke?_mcoV}!44QO*ExTI+S zNWuzgcUn#^MaJE+2uuK=y{8-oeJKg3d?W+AMAHQ=nJe(_Pm-fIF7RnaG0E>~J5|kJ z*Vm^5W11BwZfa7lJPO5{Fi!tF*pk-p%2J~s#&x%TTRK`c0j!fC_Q}NzyVZjQPS+cl zC5hjyLe&~<;`WvYzC$ofGZ?p9$-bL$d4?qq5gQA~}?pHMQ8d_u! z8KD!f)z#G;cb=5%AXO*;iuvLp-H}={Eb9Ex*EvyO#9h0^c?xkOOWRsdGdkJRs)cA# zg?~RhA&|7DAyarq4r5tjIq=qO_qP{umq?uII_dDdcRV-Ad*)K_y*(V%nUfWTF7@=- z+x|N<2BZlIOz&Z+=DCgem!dWQ2=Lb+A}my+gS%g2te4X350Wtd_StC+g|$Bf`0!!S7a za8?pR&8XDY{C=(+6N#LkcYufw3p=~ETOUCExRVUnPKMv%!HnGX$6qY-`2_@`8o7{d z9O@)1Jh_rdZad|sFh%U>DY4O7+XBy5Y%4={YXN97QJbWpdwHQrZCw`6mqCJ+#BKw^ zmcQZ+o^y&50zSxc0TrDw49AVtJywmy$H2~M-G}7A98ROczfqZ>;$o4?xv#;NfW=*}x9_aP zt$`^L$q(jGMIC-t*1GMYC}0?R#AUXaG8OKPARW~E{u>(;XWluDM78!3$Dr6WO^=#Hp+E)v#BT$+J!$)om`bl3rDa>4(sTy; zv`)hnMe9U-r$AtaY#AkmL@zl^{{A$R75MXmK|#rAIS*){`33GR81_H6OLSX&xB1B7 z2JUjUY>pahT2Imo6K!>*7s;**H|vzRmY1r-`nRQ}CF0$?e|p*TWGAFCh7Cm<9&EKh z_CWlYEHJL@;kbvzV)u8q;;)QUeg5nlnjdJzDUrWX(lh#kGa`RNM@w!_+l>Khv<0YU zUt4Z@&)M8{c+c!Es3cl}f(5HK^}|a$D3oVi8Qn3O^MQdWP!R+l3gwWT#qjJ1{(Y{Q zTIpM`ZNX{0)Pbfh6skziW%OJec!E0I_k>n5vi2)zk9MUhX%XD!97Fv!f*gmDe{!0b zrM{T?sD1kTHMTZ#=L(f>?IC0PLaPO<$G3$sJb5APCCrLp=-*nQtn&U-i(`{+PF zQb2!FuV}~JhLbub>*~l4Bxlb~*{!>0>epsFCHd`RnO4{|;eT%;lYLg-1MO1v#fz^T z((ZF_Qs*c_3Y7sXQ}6S9+3w8=eM4e8zZ=o5Z?})j%7F~vGk5RRd_J1R`Lp&`hZSI4 zvUf$+G?OG3t)`O+B%%n0p`I;YOlGc2N5wsVx>rly*VwScx;?$zZhPMx+TI?nF>2<0 zHqXv&wnO~8YEb{eozT!wj7iqC?y20Y^G;~|ub)2?)(`Sz<2S_y?6qv}-+wjF%PHab z`4UT>qOP6Rw}V7ReVn>7y(3`hA6`v_UsY+-V)&8cGmevLzzxMLXW%B!KJw}JvkDj_>9+Z+`RE?0v=Bs!``r9ociON1(#8!PTc(w7ZwTqvC$fgA7d5Kh zMZlToR>dGhRl40#vKn#I=I-tW-mG0lUu9i-cLKxQZQhK77}eIYEgbBQ9ey!yJ>0?9 zX*i=91u6e_La3ri>PRKdn{{YVkC;VMZ#U0z7<1O5ht#8OOwP6@;V@vlL>zDeL0egF zK3Z=Xt#G4AP)JZ2_}RPQo*O4^Z0oJ>P;O#rAU;l5lob}yDWOyQIZu`}WBV_QW%-MZ zf1NJ*>*pDm&)iv%`zD=N%2Q?VR8cWtFbk)v39l&Xpjz5kmy8I1=H4S!Pqcy-GS-nQZ`Yo5UHw<3~UApW8IIpg`>!2*Ce{_od>% z7bYC))P>>(4xt`o=5(!C_!S`%x{PT_TC&3D5gy2g-WKx77!kr`KE2C4sxf-w=K@Jg zfao*wK~v}k=aW>oQ252tKzq)EJf$kmPf3OO>u9Ay;1bZ5oc=fF^DnnC<4WDr>LKvW zliTD+voq&bdpp|H4)xZW;8-Kve9g<8;iWj+(1Jiy27bbtZg^jx&YG2JP``v-&(AY9 z{rzyFG|U*kVXteq4bS?WJ@j{um{NcT?TcoGDbm8sYl3FYne)Cckh0^YN>&p}H@n(TtyPUB1N^*eR>bH^YjBY)jI-bk`!Trbeut1r-E$f4I-N_SGNkt3WFd0pv3)30$rX{d zDfVgV_D)r!c2~Y)r1Um0V0Ge;`!J!d%yGc`XZg)CUzwr&ua*S zR}^uYE4TeH# zJ$)GoLZz(GhRhI|?751&xA27^v~IPQ+VyHI=j7i7=~&##!v#vtx75=ck)= zuko9qfGqz-0?jW+Y!0C4l93M(XUbUhLsOT=a%DTKoC|B2N>%jrU*nX^+%p_VBV|Ir zGvM7j^Y5>6(&o#qBA_Z8-4?l_S&c=-c%|iM!b>hEPM4{u%-KTwlOZIAq&JB?w!p~59!kA#mT ze9LftMV^jvbKKa~ky{XlpJU*zlFzwX zg?>!tdcbcotsgXFPn{=3>h+yo5L*5H0VZNY%0JDXR$!2@>cwZl?ST%pVUXF`ZC*%8 z)q0)D_^tnJF5ew7AG`WKQa~vlkKhJn{Pog#nB4X_b?@th*jO7R=Z1J+Qd^{KCat>3 zxSCSRXk9ez$l?C7U$NKU7rn$>dV_f)nyMd>Tvc2aXu=R&^|h>ah9H^;y>0idbhM-U zWs$tZ=Ct%rqoE+2-(ay7rJxcWHbh!)pw>MQPgRKNvh~x+$>I;B5u;HvfsjA@VUQt!()fd*sWcBMgq5szW~&X{j^Xy5v5%5`dB|> zU*WkseUUVLNWpc~#{QFTB;Ba$p$a;fV7HqMsFMFCt!Mo#yYb*?IY&!utlmSA3Mksj` z(jA<4K}fkwj)PbN@%<}t2VBLvQt2)82h>|1FNwC*SgQoPMJMy;af{+AyZiywDz}j4 zONM;>@(`&6`-=U}OhStlCe;-CRQnX8LZkNMmKJEp&9Hr=Rt79o&BcFG89MTIrY_&4 z`b(Ss6RzA_7%5V|St7yt(KWGba75b z6MOf?2()aEE4M#Y_FcdM%2hM|M%HLSbvG6X)~7x%E=iS?h*taDliERu&uPfvY!62} ztUvYz=84M1vU0{r{pfzhG3P4R@}x&Ow(KHEL^9&r9F}@HLupZbuSbH?=ufOMlx3t; z=!`;>h1_tQVZ&c7(pG(ZALK7x;@di-88)|aIn?XUiG*$09@vS(4s4(B97PMPjLMQN zm~0I7tSAgC77ElE?6T`KsR}bB)1Y(izb>gROwKjN%lmsQ4bLywgTU#9E*1&)`MbvD zZEgNxQ6AxVM_;_qw^V~I{MxBc4JJl)Rc){nE}(Lp0;0BjsxdOveYl#jxsMzoZLBvN zyYNdb$ZWw!Q@49G9~=#$jYkiDx$H)vtSM(o^!$$)XRoYJI6FoSJqRZ@bw79s!uf2|J zy4axr@rd~SiCrBasX?2&{QRwphk7Gt^KAU`WLr+!_lW^IgJl{i)}Sst&A`A*L0&p9 z@DnoL*4@|13$fVp;=oiYYvD16j*v)*yje(c zwBwzmEsK5^1__Ce1i*&lRlEdjp>(%bm2~OSCE(Qi#i7=BmjH6M0_nz0!N^eDQq*jW zV@yM(a``HKhwUvU2KA_cCT-IXZ1<0>jQ&P!FSlT7RT_!O0#L>oLQC~;@i3K#9$`y@ zhLRbX$G9gYaKA{hRlsFqKjsY7(9!bU{9n$&%A3!A+n+i%NZL0Aq|u1Dfe~2G8hKH~ z!B5Y$8C%@}5^PQ z;sYH0)aPo*@i7z9OWSzd@XIlAX3i1oi}#`A@$}!TEAJk>4`rM*s6PAOyT+^AgDhM2 zELBH6`}A-{hQ4t!BC3c+$v+qIRL6GC?7-4>$2e*EUwJEz{pqMencJnmw=KZ$XO)#;ZD>==u9yvt&vsG}P@aWNHdgFfa|K3MK^DAR@Gl#U= z(j(SqX~2XD{%F&%1S{9>Sry2XxI`{Cw_&2U9Pp2> ze|i*=p1C0v0_Qlse$5vnn+>Z|HI`&6{Y-S8iN#4DzmB@;`Q_G7p4@ z^Y^l5HtmgV4z;korD?&=@-;=vzW6oP8EY~7@V`@P>X{bRtdp$0JvTgV3dxq&>xR`8 z>|xCuN}6=NTp*2Y49CxNTuYhPO2np}(fjXEdqkYR<2|9Y4#(?EXVjx+81CQIbNYC6 z+Ir&r34JqXnaf(8S}~+c-sO|sCA#SvTyfV-Ua))Z-&s9*JSL_j{7BqtUyY?m2#!I5-L>7Imj06)|5G#iiJw4Q1Gs2o4F#(;FRI(LOizO8qR0vrXhsT-1b~Y1MJ@jEx&1!*`XEFM=ez@VluE0920og0s>8DzZpKn#_yEIj6;APcTVWo9z1?$HCSyL+(JukE9Q~ulW#ZI);7X(k-uAH zUtdUnVi1;_`wuJ65iEB>T3NA_B!)XVlpfj!p!bGU8Wwc5%qX zST;qG*{8Q;RbW={AODyR59dsGu6`(lW?x`A9uG|E#`6#v>}6#ZXPM{x!KauaPAL&u zGeEpd?ev%Z?>(+}!S(D}m$Vs{D5)J7Pu#j&um5{9G#0vx2}daYuNEk=h~Q3{#5>MeZTG-_N&LETluF)gwnQnqnfQtT1xugntW+~tu&JjG>;|uGV6GDz}QjgSmD~uAXD&eCER*#EflGR z=ccbasFib7TGlK66QJm-ekk$AtnUVfL^X;LQR+n6<;fVO6aWFPB%^k|$pE+rOmgdUPXL82 z`p6|qU_tc*mouNax%nypVR%;<#hkxfLRKgr-rh92w1zW+Zo}Bl36$i|@tBQv$F9)F zx>R#LC;i0&L^-wWcUbMdG)#U&^xGv#0{412mn?!qpX=hq8#YPanT`X6sVokZ!ow?8 zN$TzD@E;xWR%mrwmkl%99N#4E@78wTp`%Fu9X>1ssoNwt6k9Yh8Wvl=Zy;`whHOw0 zFamHOmO28rNc5;5K;9gHDpwSjmWr*FR8$NY+XvHnGwkhLNWp%OTp`mE*kz(6{c4&2 zjcvI%wj74nbBY}P@$}gY@v5u$){Mx(aQS&ou4_D2Kq#46$U&TOwsZca+4kIt*~%1 z`BK7}?9kFe76#qz_sS6 zxPY_u!Gi~nbaZsk61F2Vs>vmMlD2(7KJStv6} zg9B%}gK>B;nQK0}N@h8CZlZM8H9jpJdJ#*p@J!?aftZWczD(T*2q4zo{KPIBqP8v4 z2nRF@HEzD^*MA#x06FJ&EMaPP)`rauCNETTfpjF=$&D!>-SSC6u2zIs{~B&LqM(Lp zg$f`sZ@Manviw<|jd37V@j7q&(7XI`bBl-6*mQE;B>JJ_#N@A%*=870i>g-sAFPn8eX#w`%;5JRR0^x1s%WDG^Xz~kALXIeo@$5 z(dmNlc*bz%TMwWFQFaIfHGG8+@6rp`Tn0|kOr#I+gNoR6aER*P1v=pH(*D+1Y(hf9 zg+NJ4L7r{=L^ZCa&N>JXKQxf4r$DeOp^erOJ-KiibE^Imo4ClDOKZsz zjicX4)Xitm&+8$V?s?=bj$)xnzMF=ZL@eK(VVB6$BQk*FR`8n`+jVnO3S~+L zUrj<^1<6Cz^Ydd4&Q|!zLqe?Pwjuy{i|Q@LTVfbMS`Y%cQ>Pf{@0K21s{TVmh*|4 zSqo@{3!@GkCI&$_N=f*xq(MR6u4J10@!DazqY#~4y9lB=P&d4Z)v%`qPpw-{?D&24cBO| ztahzDs9gD&Dd0jAs(h5(Y98!#pYYx!>X0q>g>IHmirUrKm#+yepL~r}UHp?l7Vo=p zl)J_!RzIjswKES*Z7@Tx6=e5Ck;ywv;z=fyIm#m|+92VR9UHjf zDs3Yd<&B>6%M0Im2%3)@FpD21M)E1;$2Y;Wz8|9`Vr5#qSG1Ll7Wii8TT-u^T>i<} zNU~n{sND0X8+5&`l9ZGzpdQf+v$`{(C}M7lq-1H)^-C*yN6E6DnxjK7f;A?+g-(7k zDneer;`FJNNGM%tc+vjQBiqYn`&6S8an_%m|AtVsXWf{Pu<+x^#aHK_%}ic(HN>!F z;xRAxpM%mSTlDy(?8OEGt952u&FgP(7Vkc)Mb~Hz-G~$8QI(bmcCp*{uX=Zs3@hR` z?u9f(d9zPvCB~H(m)|iLv3v0Kj6L^NIRed@@#Dg={_&!80$(pnW>byX)?f<{@wlw* zxB2y-fB6rc{L*1?Ap020X=EDN~a3xOAN`sC{?((P5*y&z(K9+ zvt*ozlXguX6QheciE2yn=t&x1^fCK?(MeagQ0VDMcr~T$cfD3H;IXd^>I3TI`XJbz z@yHbis-dqd_cpQcV)tIfoAMT0+M219q+B34#^bG=QNGG0$lgL}J;n3Q(RkLC|89+@ zbXLEiK)T#v*(|RP+Td(#nJptD^CS>%|Ko(dg81>aG1m2ig+d!{x(Q4TLJ=k6=VNw? z{za0owu!(6I`CBbL`+uHX7`c=_Hsb#Aj7u0jk1}?$wv=DL9n+!$zgR9!f{;clsT$A z9KAVWig|cK+xOU!VXwLn;7BRDVzRiPdkdECAuef!mrI0i`!5`SMtt$PN2(0wn(hJC zBP(iO>aS#dr^*L){$!dwyeU36i-oCSHJi3F-yM3bLxHe6AK9p)4C+(ajps6XJ z&$o4Oxgee^)iN)~PgZ&*rt@XS`Q2 zO?q<0ZqK}J4Zi+Ve(Tx>kvwkJ7g;Kd%I8xw;*tgI=B3If!4waW5fM?X!hD=Ep!%;# zeAo0Ft75gVXGs39dM}xPb=B>;NATxS(XB8b`W^CWG=i@s?D4A?q=y+nTn4ixB z;X9hX^|?{ehL%fO)mAh3_^JBtBS3I5?yig~;rAPm4j}f7M-kU_a<^28(wz=gEN7$h zlzMlp19C@U?3JZXkpG%QE-ig`6arQ36B*&e?_ezd==vEu;aGPE^FTT36`$Ha4=H92 zO4UOluoO2A$ioo_`@60BX1?%Yl2gS5ZHby0Ssmz@tqY7GoDyQgpWO&W{jEOZi+U@# z7kF~J8Tv&ZJj%JPAHp_k?o<1FTd5S?R$7n4~aDk0R~YO+|4{<3)3!%_U&im>(3drK}vM_Mjcqj^j#W{Y9f+%+2$ucFk zl|8tdLH7n5Izkjc7+(7WF>OPiD7*^nN$1(w`2ob6JcS3IV>KtI{Jw%tI!hMl_k)Ntj@+=!pHwSOK=2dqo0*+e*VBvfAy3CrHbYgew(y5me_{;9 zjpxdRjo){h?sI4)3YL@u^9Mb6VdvmABab+mf2abkLO?ZQ+}2?cbZW3W`( zuZKk-z|OaC-BGZ*u@S8(|`RC6Iw{L>Hyu6vLP`?wv^>v<7K)x2`XcvwdY{j%79X!-t ze)|DF50?kgvkQuyRHzF+TawMNt3`O+cGd;)90{jgX4aCw$sjF9&?1LpN zfmS|StiwW}BCroLBs-^IQ;m|ZWU!DIF|Su~U$7CnEBY0jJ#tT-mU}h6;Fu!54hu9l zq4y`-W`W_YBTK5y&`01){_t?v6{TyUqR&v<6G5kEJ?6sfI1hY)6Dg@s+FcjnukwkF z7Yuz^2eW;Apl?Y#>RU8}P_X^$(=8k3Nq zaor>x<-+>gJSxC`m1v5wlHlETwTih+avL~uqJiFNH&%;n7<%*O4QLFaPDMq(fB*gt zs|whq+?G)eJjJ791l0e~}?jqq*d`o>rgQ zn1)WZM?--+&=y6rO>X+^X4E_~TNX{58o;3gN#gW}e_rcOQ=!;=dTPAg2J8Ild{(~G zMMOmKbjt1K#Z6X&t!1Ke#u!;O4Gl3rjBPhhoV;J{sXAaiDauWzG|9KLjjY2%@uUcw zI?ZU%j+U>QbH+FQoOs`p^F%g;6SDkIeHDHgnBaJUH!R2SlOfU@ID4Enx3IuO(*|P` zv%Sn}>=GbgT4ONkyJb>x-yK-DtQPvdiJ1R5Spqu`PO*?Q{f*9Q0fasG%R_pZ^w7s# zgNlgq5O=!~u)PCwy1vTyi52vsA@vH_Z)fHJ2Vg*9Bb}=$=H^<&V@SC@%Q*oiM)j!R zDuBVps!Hma!Del}qkx(;3Cada33Nz)3Cf1bJ2nPkb;EMEO`Vp8j9yXi8Jj3WxQ>9H zzmcxC@vTFnN?nRg%{5r4>Q2(xrsU-4lv6JP`YnN5?Gtn%Bl-wpXKKEkL-o zTYTDantDj3HT|4wMA!DVi43HE@F+QCzm#`u56e2zKZ+eGB+P2H>DoMA=!-r?0e#da zr2KZg7sXE@mIabrh0*h8XHO}epDJD|`qOwqA7X#*=yaN%*8m9H{=b7ThpQOIcd-aX z9|juj-R&tbBm8^+jfra6&Gl>w9&?OIqv6eLYgCzv$QQKy(RI>}?c9%U+HsMi8bT)? z>|Lj+TaLA(e`+~9Ap`X;ka%L98Hfbd&}aDDw6LN-G7w7jm5LnL-~$d{@2m zC(WcDqJ8X-b1?$3IMRm2DMHw9(1G9KBHQ!LRqV{--BT-T(@iI`pB)XwUEcpiAfT|) z^|fgB-O>oqqNqK11X1}{A@L}WD?~>{#Wbrpc(%ByOSDc5^FYZoHe%61fxK#tmN!(+ zDDP7$HmJdP>HF3PPot?-=^*4Xqt%C!9&C7 z7<2yMPiOAP)?U3QX%)Z^ae7NBRQxY++%>vPv4Cj#5d>LUi;7pC`&AN$%Uyk!_0CT% zH$I^r_c*$P!sh=)3IJ?mmUuO-GbHlw>kHS4O)sm^`wtyaQU$eE0g`vFYCi54RZjU29aRHfmAZC8Q{TLsBWfsF-lAkj#M?4rJ;Zscr;6&o&ag(u z2vKf0NFIuEhZ;uid|$2a+FZrtxBtT98$oLbu{l0c9EA_a5?@@QUIiejxu%YsYy*u z(Uc5%;Jgd7`t;*CL$+`g0l-1**`e}3{z?j&NB^T1;7_?cAHRQag!;VlmUy&435qy^PK-mkj% zEa^+EfCGlJJi6?|>FDUSnLajvwvD#=#1+{_`qY|-q6K)aDf~{xYf?m@ z6Z?kary(3yC}^PKeZr6P-Y`H0+@|$z3fvU6qC&~JniS}{;wxbpinb|~TY$4s1|=ng zpQ3f)Nil}O&!$0xhW7Ewy1v>~_`t3|JBe~}ORp$%Q#(j-C`#zrET8&900%Tq$Z?~o z>6%ooZaRRIkfo!LrA_xgivf_~qX?41sM;wMHp`OL;)fdMwTiK@GFLpHG@iqKS!E~b zwkxYXK*r0D9xGe{_2k>0!?d0^jLgz3cuU+01u!nW(*WS@S7N8>UE$1B^`xV&-#9z3 z?M1oh7xKpS!B|~@1|%tHAn68)Eof~A;t!NW5R!~7+i_>S?MEMyeLJ5(4PQjMcw1W1 z%@5_DE1-wmy>v7lF)*O+Y6(9I|HaNU(DLHPYs(*Do33_SEY@?Pkow~evTW*+Q+Ulv zyLDWNbx_n^gp@nGEAKj_=&lg1$g{rmmZF4cv1+W26pD2o4#2K&bvPhM}a&(jS z^;-8r0UBs7Mm3&;8ph8dMC`mG5@P>7LIaR&-T#kz`v)vCGSX_G(EL0L%XRS05hB1m zD&@73qP_rlS50GngSYE!kbE<5Ngd|xSQ8>(_2(~6t8UqSE0>_(Z_FSr=P(OYqeT`$ zmNqu6z$GW#{zW{prbZ?XY~V0m{)y?XiJ!5a!(cXf58m{(W9 ze)ncVnFH_b+g<%y0G)V!PNO-d5J(Dz0JHS}p+=m96wK;TdHsBMZsx@@*dZT9@udTt z=}2XuKkn$N-wdtO)!*-)UF}eiX3Dcokj)Uwr{Eu?A(CYZ{I(fWQZI zP{VSLwz6o?U=ZDnyA-Q_iBH|2_RpdlZ)?*agAFrQz#8icYAn%4<=KVnz?})cUL@VT zVd1b-0qME6w#LiPuU@;is%{AOG8ubMN6%ErA~zoa9=<-;J^7}t*K{0gxYOVLO9k=w z+_i9y0q5Nnyi{I1&~!HLu7K)8cc&j5pfsC;7=w)x+^Fr;OQw6^Yi3jp2aCLgr^!1z zYRPiGQ@`1rqjC#sjb8n4jJOi1Q1puo&Sp)6*!Z@Jiprpli9JWDiZUqHS5?6l!jT;dRtRYs znOb>J>BxT`JJyq3j2BZoS;ohniwzTptO@`;CuID2+EheN@Bk}-8uhj$VaG1&MAzW zYg4dU{n&}9g7IK_2{*Ug6Di(;-pfQbfm^g6V8#)TCGwisfqJsk4d<&IA`Ft|qJ;@p z9{-Y&Yui_8W!*dI`fKalpLQTIJkjP;!mb01Z?rTuZ9Dhj9a?2(`-(>p%>-Rw)fSepW-@LsEjORxlr0 z-YVhJ_;}`oTI!p0ms7j>_qktk@?Zj0%}i4tY}fOhp2hPUd`A8egm$|ZpPn_&4?w-t z8?Qy#a%ARZJun1eY45@&{IMcPsZrRBybkslSfakbV$@7 zIBW73f6n5?+nKZr6AfgEReyIJdrW2;qCL(vm)o!O+UbFXFUJw(6vcV{0u5_Q+XC!! z5fiXs374Kx5>+d#-s7Si{m_-m{7z9%PwuP7+t<)W;$Cpr9k2qE!$oSD`ma_s$JUWr zKf`IoJoDZH;uk1rI9`K>G-BRm>bya5DIgOlhC**^lQ0jl1lOdcp9_PiAJ$8Kb3UV{ zGpoY^^19%W;DQ*X%F0T=qulz}z>8F?p$C0K(xV@@S4)+;bwPXLuV8N)Ylt5%o=;ZE zUjc!`F0q`aj93{#Km?n*cx{13||i<;`rUdQfmL6Dg_bH><5uEC z7EH3-PuNY_{o*jYU`jb`ml61Kyw^y=mf36V2V2?Ml9z|hBe;4;j$P4_KVO9ptc-hP zb2#L(tw*FogdOI!smEtI9UL6$TvcEd4(LMS3y?}Z>i2QM-9jZ-$wGJaArZBwrRFmf z*qn+SHEP$UJ2PuViv`ZRwqOOz%su6M%1G*b)H@k1UOyDU6nTI73!I&>sQ8#0eXFisMH^;skF&F7 z2X29qB{St#=8jXxd9k_Ea45(X2Mc2*h?vfvK7Cm&+gPtq&P%iumd&PE85#pIHuzGn zpj)}>cHGwpNN=a_+6rmV8orj2WUM^OPHUNkl~J@-*hjj%V_v6lIJ2A+RIs-Wn3m4e zz5cL?O1l#|f!{9f^aswka*q4$Ganynz=MhuU&-1x(hq<@w+ad4RXgTwcn#tE8#Jc8 z{LKaRK|iyX_M{z^DTBn2MC|n&JcBe?QCKtS9Hf-#!VZ%00I%lt2{#dfLq)cwC#nH$ zRo_DWbn)*R(1ln7;?MAiLt2!F2PJ0dij^$2sgHnYG64K0T0l=TfwyM(JUm_>P-(c8 z+I$byrV)di^&*iCK{dvK3&!NZXcWOA5GI~?`*4A}|9z?jO_ zf28x{);acuEY&gV`7kpHX3T_vb+saS6N<_K({t-SZwCthn@FnpNrttUV>caPus;Xj}U-cA0U~;EhR++M^*1ea)!l!QmZhC(J zBKfGxz=mPFtO@rUXNIGU=Z%okTdw^;;0Cp1m8cFR%6B8-3077N%K-I}^JSfOyP)za z3-S<{U)(sT>hD~peE0zUnFF3V!7_!}=OrRZuy_SjmkucYf6!4l467Sd?-e=%(OStW zAAe+dN>BB}VazH*1!|Gpahg=0Ezk}(dw#GT+VJ@qcHK@=(vgTyyP&XhS5R7iZS3q^ z6y~(%to&_E4-Y~UgbCxaN$21ZA9+Yl?@Oa)58-JLBfyg+EF~!^ z4bNxo)-Xij-Q!rZU`OHsJ#eKp71)}L34`Wf;4tW3PAiO>y^egK-&OVF{S*=_a>cv6 zT%{tx#AU6jVrVHd>czH-YQh8*lv6d%CE?P7UcWwASy6GmUFzyp}E#g(7a1VQ}fD4>kSqZ-6u_FWyLtNSQ zV~y5ZMvJsAj;pbHqwd=Q+LU!stIoUh^S0QVfFA%{f5~_bP38m;Zb0%ps9KP@J#tO! zW6H)mj@sde(fG3$xn94g!s3a<+yGBOU%CIVjf3N*43LwWu+BDSM2C!Z^QNAXI)?qm zMFtL*&Q|&ZrlhyjreoqBpI31cAo^RLc8CYVuwc}3yBl{#DxKs$j9eqrMCA+tAcJ+# zhsEKD%9)*{*yMJ!9`Lj0KRFA;0Q>y+s+8L|olPIIx@n&{;5aLq8_ttVQ{hL3*+0NI zSXlha#5cXj0ib4K&#d?`Wmj1Px-EdMQk<`Oeb>*s|6AySxvNo>fv&|5*&@HcJjwu7 z$o=JBST$(W@>iom#zHg1x|Q4V9Uemw8+P$l(M7lwcbCz+!fwe5%K0ELs#k$4hZwUM z6LZEu>>x1tXG5uVt6u}PY}$NDT@}?2mMTv9c``)7VK&fu4kdLZU-! z-IGAn{X|Pb!0HOx(aEWfTP{m%gWk&;{E>`qo1uH0?#8ljv{5W_JFRkrpTD`;mQ4n0 z=Rh%u3fcDU75$sbd@*>Sa2>_8&F94$N-Q%N` zXBnOU*vkvGMFmTT z)p=>%bIrOLPdLv#%#VqSlLlzG2Odsq2s;c3e3xzT3we5B-*|fmR#XiGe9jjxJ?L=t z?1EB~U4|@y``&tNs6~spci(r!>MAOHw;*{BsVP<=NbyEPG5BhSLkuGPAP(_G>6SJ% zvN(pGYLplL`8YEPs(?hpbsz(CKpnUFv0u53neE!l3ICJ0#ixhF4(Dyd>~}){11SX3 zz`CL54B`^maasNYt_wL;b(}YdXa({@!)%hQM;HiC!zpY_>LGKeuiM34W zMe8Yd`&|@?KSLluwT0!wR-{=|%yoV00ieNHdbOOqmf$oQOCga5s7H{BM0bRyyNYw7 zttWY=hv)R;;BDA|Ul_f+?Il(KDppiLwX<06%H8AOBpH#iG2P}jUr|BTlz;UxDuLX) z%{&%C@uUvaljrWVQjpFd&fx*75!|JbUL)1nT)I(Y)Kz59p8V#^q*15uFebd`qZ?Wd{!T&=uO1nok*FPb}21H2go8x4y zn`QZw?2Bi}HyWi*2&~_Qb}t;H93jP~FN&6WFLICJ$ktY?C|%Sl>3-vp5C7h7tU@U-#EUpETbSTEN^vaHGqc2IUq_b4J|ht;j<F#i`$AB}Bv>f9UYxDoB-6nb>Ot*Tj)2D%ebr8GxPY(Z#UR&C=uT;`B#D&h)BF zTC0#?T2QaMG0KH8mu_tqLPW(i6am-?TKIg#OL18ah@&vI8Z)_aU}Tt4)M=+s9{7Gy zhUw`34{>qyc0!tutINyB9wUk`AmS|O$ED^=-gAwnWLpmjiFJLpc;R_!zNuAnB(vM; z0O-@>6X*xvUaUqCKG+3)TuRq)jv&Xh^IjEXzv@-^o?_e{$w8-_A`y@GQr3p{9R+WOK(JH| zRPxF*zv;o$QEn3O@*#Yd4`&+Cjx+TudiNWjZI7TcP`2~_4O?Mz5m@qMdm3l3mScj# zY$m9Ym|ka_wAbx<2H9Dng9T8%RMyt=+LB;py@7$Mh@{c|{_dcFWmbc-DE~Q0Mk;xK z(1w5#2~v2Exo2i(>OrHU-)ca&si6h!OZYs$V?V5g=TCKLX=z35Dp|_}vc?)>?Ltqr z+`a2805DQi!HoD6gE*G%Z5tnj#*%q=MXW6;R%SwKDJkix8gC55Y8-hR?QPqA zEbDISX-TQz#TJLon*l8mDajBFJ3rt-{Wky8{~zv9zPBXdVy-32xpNoFum8mzCYo1& z(s0nfmFQeJk+#LhOGWMPM4lUX%itonL}aIy@3Los2eI+357~-@RjgzrNWEsV9=S@8 zIeD?94U!WN<_~!b#o*GkP#SJ`6>JU@L*{m^O1SIbM7>H8cAliWVyl`vYF+POc9t=WELH9hB2tlPFibwT36ge`I?Zzn9BL*KSa^68p?f*Y z>#{>USG}sH=5-(|E`nzx5&ZVgotSsTZ%;0 z>uPYn#V=G)8nkC?!45)JNHtcO_2eAaY`aTNM!e%g>)F*^)~%|4!Ti{O5o{Kqku+If z`SIP+LpgMmRI8RBl*`S}(mNBPccef9`hh7Co1`v7!S>c&-2p_;l* zvNSuMlP9(G*g-k`h=Sw%;5wjpyq5~0?c}nZRD@{fN59srFVbNHwBKU&=0ClqoBzxg zI&!T~TU}7Y88HinPDYLAUk5`IW4F6(xqF{L=**xK7p*%weA*<`vq?*dvHzhOQV`W( zkZsHyAoai(nlQ_ou)31*7Ub5IxUARYT<#)O2Y~XeGc%m_nEn;r5VF)ZQ-TT2qo7;S zTvjUY_Dr=r2GRzLzsk!+uR;^ww3^GVmUaGxCSmRib({w7Zrf^pfixtYM3`zTm-MXs zthXMl?(h6;apjsj61yDk7ZUfhGnf8F25T5;dR=Ytu)jAC!Ch#zYs6SmB1&AL z;|DQe!-kWYTQedMC;HhI?N=zGcDk7Yb1xKpqsa`oYM@(M?>Rj;4%>Z)hdFbpUj~P+ z=lropz}b<+BDnOPgRWcvCBat0y=tzUrvaH#&XB93KaA-d#`Fv##hEcBEe`^J=AkbwAp*Oe*;2BB-ed2LMivBI`FfR)U? zytVCSpe%E=ih;21`6d}ofgz{~;R8EJi>qaLN}Y!D>XkH0#c7^?d7g2TF)JC zik;I0gygnugq2)DMCNPk`2PL(IE+CHpASqS&r*-o-=Tu#5$#UL5l{V$4~NP=QL zM*EThd=gyeK!@uOhLLe7L^u8_M1|ic+<@ocqhDAST#aKb6)X(}l>T)KgozK4XMhT+ zs`3uk%RNC=3<17x?V*4+wK1-10_4cn^?6Jz$dAELcb-DS)}qt*JsIXsV+ECLYm^t| zF-AbBUV}%W0z8SsJ@@MaA3fTJa_nuO+bFP`C0_jj{$nfjf#(+ZsuHt)JMV;f*ltNa zFt0+*v;8UPTHH2`G6#@jYfA8LtAi>I+%C@ry zjtPOQ?!l-(?}>a6s?`sMN3#)+0NUy=4ExWD3f3S-9-}|*4p);ELPv7g9|XR6!;Cg* z4JUjyva~orhjjqKnPn6%kq@pR()rj5U3Q?YsWRaIH~jm4BDpl&Wn@J5ZQgBb#cduE zr$hS&P#TnZ(N9Sf2b8acb8DM|E=057-9qz1z)0xpQpqE{2`AX7_n2|IO?7EFySVV@ z0nI!L>;EjBm}}9mRXTOuVPFdRwjzKxTor&!{`^7DW5g|h`lf~&<5bQGzvPY6&vx#5 zO`k#wy;B-~?Pb_yWJFrE#LN9JT>&P}zT-~#!m&e#Y&ALoRj9o>GCEoXasnrtD;H!g$UH*MaiZ$nYs8%g#u_0J{(mYI+8teB(^yYj0tVe(1jUXe zfqA9<`&uFIM$U^}0oNGsJ)V+pYnU$w65r;RdkXCUA6}i8SlbVWpT~5ix(kAZ6n{2N@pH?kBkI z03UxrItQEZ?8`zD%$`}ZY%*JqC<-&X+uq+U^*!tWScb9#y+$_~`{QCF(`mDoR_-6r z8P0k5lOstCmZCk=XJIwDa25)np9Q^KCRTrTZ~R^cx7nlY2H*LD0bF-*xnXy}7xIfF zsJeRPyhKdu(>%2u-C%FCMN~QOJ%>Lw2D%DhwT$+iLWFIdDLn^xeRHfSbM3<0>$dko zFwmRU2-{Dr;R`ZzP+8O=%O!tn9HEm-&ov|YnusB*N#DsU^x(YV5Pl!>Yi;eC)yE;c z56|@SbDtlulVZF`9bx$#Flh&KtHh15a?RVzV^{jpPr4oDW7aaCY(}y!{w4qhV}a;* zH?HJl3Cu0&W=Z4dKAnFxHm;_=T?&lztYDl!zhI9F;BA1`4P=2pclbr*N(J~nb+wW9 z`{ueKD#5#Wsm3axuoV23a#4{urv%aBNRSBmif6znotpP!_jOrWk-;3`r%(yKi-IBm z+6vg+Umh3!)$Ys#7^Qk9uLOsyULe$LoH=u$9cMH~dz^EMTy*5ot{5MHB(`gd6B)*> zEJ(XM0wXefq1vjh<}76cCwu^;9$W+GeGMY|*-;q=iB2Jcwu!^T!xhjC6WIi4W~Ct{ zJ}GiHmKU2seqR@?MXQcOBY0~1r_kG^u0ykKEQV$E(55>qlAX4-+ccA`| zM!V>Z(2KGl9MGxaSsaDO8K?Ocx9bF}OHA*_!?zc_* z61^H!bAcZTLnCdQW-(g6>V(NjmmH z-XO8fR)Ls#Daa0tg(Nhl9%ZM8WA%}HC+VSv@bl-(yLMX_v3q%r&A-rtV8f8eZ{NO+ z-d2~EmX68FYT4LsXc5njr0@V|>k&XqtQsmAjVNP*T$e0B&=l7*eIfgV@wcxHjAP2v zU-yi*k?@~Advzvnh-#uWDOkgeuoTB8Cf2`UbI{Vm!^12$ff)lyg*rXNzInAne|sHj z?3Tl36%eTy$MhYna@s6;ptW7rKU9^Jv|RC{g(1hI@#I(SO;jqp%-lRvZRX>jiiubcU(0M-fW?UgG}3XxXU=@xXwmAM2Ysn`;VTB%;<%G; z1kVzEat_HvvV2F12z$Y+fIl|5*+9*kY-uSSjI+so=RkxN#|Hij^YPZ(<|i7|K6{Xc zZNAC+&o6y=-(XP!Zga+Q$DLnugZ?2Q=U8#6uc7wuOwFWn$)S3Z^FgnRpJkGu^q*}p z<#N}XKV5NOEI6ouW>$z$&rqcrJKR~tIo))F{&<(xJq8Jr#h*rh8u5XIqQM3BvS;#kAnsT|hwtqLk9KfAB{9(vJY;ICjvO0R~z*|Vh?NdwT#aigx zrfZ29&pNwXioxDvM^7K{I$Qa)PPXPe3%sfPh%(79kggD;!GVsx%yxgYMqp+QRJx%k z#@=6EboI&(O4>81PXK={N?HW3s4A)eXjr|f0PADIA?joUP=0i7Y)mGl)x-)zl%7`qNOf?v%Sta33TK3IO__JvP_ZRX2fmG%yT#(*s)CxLEl&y4$}v?9v_PSxs#%7&UbT^9lZj1S zFKRSPyBF8u47RdaHo+27{pHJnSXrAl2mr|A zAXb16-Hl#}_%zV3vevWpoN?k>FdHEpK$O6h>!!E+iKSh966_@dl5J*UZ1Qz7LD~=W zx~lfmdR2nxmn+@nC6eSp-U;l3Wt8Bd2}H752>kdhdHkDyC)&i|Y*4{_-SpBMIRuV% z^B_B%MKDB5P-u{?t`m(sW~4)4^0U`|=_X1QCNyu+QI8AKNg3q5*<9wU+C3UJsL3Rz!>mtTn(04il;ei|iw1l?M)mxY%Z zV{j>q8xfIh>zV=T?vH`tN4v||EL-0zok@d>FHQ*xTXFVlooOJ^ zCsP$9ARt*UkYsRJ?zFEXG*4!h$OR(VIv0}lqUs<%1r?tlc(mGpZJ!tiV*Iz>(H8WM ztbg>5vi1DP&i`yT#g9Cw>sz>>K;XZn8uHE5Af}rZG+F;LLJIW3!E>NGhDo*ftVCQ* zKXd74qC_Pht6MNBWyYAEJW(AfSBh0);j7DwT|DHJOtw49c@wcNMgl*YaRdb zK@OmOwFOzr;vYpmp!Y-UC%}a{8NWd52&&}2Y>@B`1Yf~*4D7JwmyhGT;kQL7s8>F$ z%6W5!u179)@+cFDYsqnRH}WALBY6gFp3C5OBq|M2?!mwOjstmc1@exJDb);gJT zG)HG2%~2NQ{hgDORRNtYRwe=EzI_Tom5g{>n|?9>sNx;iin3qoO_+2XvtOTdL%A66 z4dmc?8nCsd0DA?rjnF#AME&a6hJ!={#>GAeNib63Yyg)mx+6ixKSzsjFB<{}vfqNz z7I3eLhK@aU<_G9T5gCs~>BBd$e**XGTZfW!>zQVH;h|C$K&qpxD2VoePt1nwiL&=* zqQ2~i7iy9vH`9}4cr^0qE`H<($KRT7$jJe<@!T~?f2q}iI0h@U`c0CpRpwnX8yPK0 zIm_>k&_k>UR#JB<yx=3gXG1H==qNrF6vn)h|<1}!a{%_ul`#X}x(?jV<;nvS2 z5uwf@ziIKFeIue*@ODW-W?D_bj~l2G$Apu}e?c7S{MQ5W*EBT3Y$lqn0^p)NXy)TfH6C>u`BtV^8BfdC~gm|>>|MAF!Qi;Y&o+T~J3K7gGyzZE+S@6tj7duKKd_r*f# zZ$F!MspJ${nFIJIM_QrP1L*O0{tN&{Q%&f7IPJei7y(F{3^NvT;>` zS+9Xo74oEMxGhw?q;O|ML^M(4u!ict#H?Qz?@h^R-O{ z^#Y5QxfNy2Z1!rOMD5TYg5x*4b4ci?Q0iqkNKMhoJ*Fjta69lT^H^#1MPj`&` zohRWBspx+aC3fu$eDa`7v%7oL!(qOusyE|-K@N~*1o5NokZdPs$Sf)vo4pnxfk$y_ zztx!ka7n@|%z^izgsXxqJybg;@L)d2_~c*~+x!8d4NXtk&-?jv|1Q&pg3l@DtHYI) zw6+pvIk^z_eC*B zNTCB-)F(DgSPw}7TVM0d4?67o39?X|GrnwD9{McQYU6~`r~aWdn{<38rWk1D7k_%;yID4s}AXxEoQ`~8n9j|enG)5n6g)ho+w0sHUEx9ENIEv~s-)lg8ro~cmgxbi zGE~z>Om%VhMQbo-K_#P!(np|OMdiKI$_#I*8?c>7>$xynI8z{l&}mRK@pjXnWn_Fi zfAz)T%8k_p*P$UA_ zbZ+(jlO$hEEZa>@VPm~mB`?HnrU$^?FtKdR>ckyEmw*)(SGoU%!}V(~jM@FCZt7ni z)0rIjV{uK`ZSN@DHueh+Hus}$oB16t^#^Rzxc?xm=;OVlqCb4u)HZ?(+9>pT%ItSh zKj>o|fwyqagzc%r(dEPji)=~1t6~+khUjYr=1ka+Wxz-FLk#yonI^LH2K|vPEj6A! zBg{}RMAd;7>b#cr$J)o*OSrFrL$0}={h4aKuPYgZDndR|@;kyCTONa|B5q~H``Y(CC+v6os@d!Mju$K@?aIWKg)P z;`13TplJt=ar>RJ>cAk?8rPB!mmxR+y@C>^NO0zyUW$T-fekj+Bpau2h8||NifIZ^ z=3sfpww)h%avKSpz`!BA6qSNfu%HuQAqa&tIBTW_?H?!~KpTGE33%mIDt#Joo!uVk zH?ezeE2K?Xf*7GBC!T;p(T(fMX4Qgsc@3v##~8m?K#8uYgrY;D)OMD+(-6&7u+wG+ z$6Yr^30h10@)HfhdW87VP8*Y#rxK^Vmow5_*f{5k;2Qy%6pZ zdYCtOdW)dvQ=zgeczmsTnq+&juySt!2MRU9{ju&{^UWHFU~QikSTya701uj4o()NYq29tRl{z zxx_I=&+00;d=y?YcNtE#gzo5}N(#9AE4bPJz;}o-1F>3rEdX}J?DkuQY$ zqo}Uq?EE>e{J?N?R#Uy=arCYxp3`56g%VK`HxLJaDBFfh=?(Qar-iuYO-IJEo`H_{ zfv;RG!|zTeDisPG^YJmw5Tc~YY8{zwB$tK<;ei1OhBHKP!3URF!C5~BM7ccDU8CH( zl;pdH?mgW6mr@0Uyi-tP=PnJU2A?m07MXxTLmi|)x{)X@rkx)x&zi4uQysu=OT^4U zS?h!CX}OEg&qlNneoOH8Q`coZ;UK917LZ#2HbBw|`q1#b?hgeE%3A*?U(!Hqv51DN zc%6$gA`sDL@mk3UtR#miC1An5auhNMDKt=B@ZlMJ-ac~g!xfp3za`%``*;49Kzxcu zeVfex-D2u4jyJ+iHJOjTYh@T4RS6~Fu?%a=234m=AVy@#D>;t^#9$1*Se@zW4kUP2b zos`S$(sOY3g2=R!IABRc?U*R~ecbi? z2C+RtawPr{>c3G)CB*Njs{+5@rQ%6`)Qq5B$6T zULyA2%CwJnSZ}~9F}^|NUS$~bf>Z#N>36>n1GD&CKn8HU@1lS}XAcKVCh2)l^X3AI z98gQ+?oj}ZoAa+P|06=%N2}rC9JFQ7y@5AP)Mnfl&7B7I8Ixv#jUVue0!6*x8AFEi z{rmQvQurXp`^n*7W;9wCJT^Y0^*(oP)*_VBTBtO*yw!Q|L&>c5mc$f<)KKi<9yzNTGe{Bn*D9wLll zb7AOrkP=jM-Q*~8O{CFU?F%9HK^VCx?d!2z@m|DYhAECP)4GLugVn2^|g z%{-~7!1TrN;lQ_CU`l~xK!iK}u~5QW@cWgM-Jv^eM#rHU5kv>M2D>RJWGylnXd|jQ zgNW1e4%5(t%9x>WI8df79QY8ImvzInE96{=!?&iBJmTPm^TkSaOiGYetr|j(GGFjj zZ@zz$Q+m|5;Tk>d+mrZvpS^pf*h|`MN&X2P^Y}0yRG)i~$(3^@4-1Qov~U&Nod=QE zIo*l}-C^V``|qHKjEoHMD@Z`n!|?R9=|>f|AG5PooJy~l&t+FQO)Xb{D2=HeEGiY< z`R+1dq>1A~Q@)Xi!$_fszkh^5AxFurr#-!CPr`aLN}e8+mi(?A-4XilnMHp^xH>Ry+-o4F_h z4lQja0*Qa$>deWLWg5l-V0hS7noY=?8E-ulD*H>xEmdy>GD&@iUI%=?oshAy$?9ZG5bh=Y1>;0)t{2~2C@!5%=`(k9Wd-^W z%)>K+xhZCHpbiId_JH560T2%a5|hMD+BwuaL7>8rkdVN%$HLP7*f*b!~;QrP(P+ReRE;+p4z~=w1un)NF=;-KyBFq{jtd%g394w?aCB2WIgUkri z*af%22qfpX!)>)PCZ0ZhCjI*)+7+VAtqZXt@Hnybra~S}hGFA7+B9m7F~dtA5d_<( zm8}U)!FbFlG}z1k-qdy%cOtN@C@n`k^Q&hVx?Xwoq6s?_)zfd`Z7QF(JV3*%yD^D`Sj5 zhTiYP4KH2j9YJJjajVcU%rU{|2u`ayx$`y$!E_j3Mc-qPrhyyx zlaG!^;x(S`55EmP`R!$cxuumQzs9kw*9fNaTVm1vruxM^?N|KUBw_UDxe}OXwISkS z&+%!uZ`zssq6=$LK^bj78}DYTqc|*#9?+%WC5Z0=MoURx|Gxbv)4XTC@6|{D*7`Z- zTHfQj`qtkJH*0A}4?X&QBKn(#ZwbZ_+XX*2A)z)q6*{9Jg1|~{qRm+Y^xJrLZgJExKz6!YFOvyXU2m}b8%{RLvoQ9%9+>IHq zp{(2sO@Se{RxII>NfNI~H#XnijtIoDak>_En%XLAII?x^0C2s3Jv*qIJSQ+cN=J6~ zzc1~qZAa$vhVifLQf+kD{F*QU%=-UaTQE9i6Sdzz_(E%!uPP(K1tU-twZ|SGw{xR4 zpA}3C-&GJuW{ln=o@3j2xpN!dzvo9a?75X=_h)_-Am-OytwK_Y45qGuA>Kc%@!h4^ zm6W@=IOl_DJK#^tY(J}v7i8sQ*^X1eB@X2&_0A^`(Q6wR{p-ShliOK zW@ea{Hp9ly7LD1G1hCyY3-|i(V74#_X0x?BEQQJy@$kzubctC7nVYUGa!bFjaWh zHr47c;*5&S7J=<|I1Ne*7Amhi{#9MJ+&J1lVqx*uMJsBa0{<1+R63_Hr_~?IX78rLn+PL^gDNz~vbis{--;rh zDkznwV_&G#t=+duf(G+Lc0s0Ruh!37a>?xIlUmrer3Z7E>k$Zsm#zoSyl4$a@0lm` zJ=rl{LA9r_xYwdu4E#D|O~bDxcLmJVD!Cwh{X0-&j1woyI5Y*47h#IhD3$ zEZyNq5<*MfoXYk))SA5lId?10^=j)DpFHXy$*pXMj%(oK&N6!R^#Zkfp8xeWqZoP{ zrP$okRGiE*5i~EpHdnbdPK)l1U@GW5mXSp zrCBF1c3c3I&a#~_oQ?rZVf@R4&*f4`)(*Ly)-(BINR?nrh~iMsxe>&vZN4tT&yOOL zP#Bo?a;E_Re;ro2ZlGhRtuH0uEv&yEH8^h9n^wBXg49Z@D>^o;%uuD-Mf=^aWGMJ~~V7dy+$(W%xQ39dkO z+De`$n>n1^L_Ab8z8f3P2YyW(Me)NtxR~VR8z97F>UUjFS-tH7mY)3K_$iv7h<$aV zIe74mAQ*dygU0f~7>C46FwUN|XBIsDm$5dk;?($xpLU$ZTA;SP{`|!Y*{5@gNR8p| zzu$@v5!|HYR267a-KkTjP#o?gOY1I}BNYrECyR`pNX&%3(xup~*Qtw@5=A()**^iygudvRf{D(4HDznP3NxX}U z?6(@BWm}ZVf&<~cI|uf_3&j?LgM-BokORRELy-c7Kz@+NIojos zZ8ao$U}h7x*b{YbT(2*OOA>gxPpl; z+K$`G`uhcbRt7TNKqr8@#Jg!6CLX2;pF3B%I1usj{Ys(d9T)lWcxsmuhGigp%gnOq z*P5i=mLA%e;w?9}{QJrbfdo|l$OQaX-mx3pzoC(k4xEE+fZ(M9&eX`jC!MJ`sQ9lF z+j3U7NcOCNP%L=}0}$=*F9QE;oYw?#ihW2cBrh0mOIj8W-%W6GDFUlR*>)V|H{~@w ztw?oi>kO0_``YMao8!2xHwXkgO;nCtxc4|AcX>x78;0Y_!g&RHdV0R4=UE^8zIMEH zbIqhVG_`yR)Z+Xzvp}*qDfqm6x#vI)&p0KWV9Q};TmHOdXQcj)GpLjPvIa`tGj_eU z!TI<~tz%LWQFJJUd6$Tqwn$%>LcBzHHMJ0~O9EO8vA2D;bPtls8`o%s-jzFomnM!z z+vym?>C-o6V{MsB7}^H$ZEjQjpso}dwG%OCRZc!%E+-Kh(b0IfsOZ`}R8~A7)q6 z?J8~3(chwFaj63j+{Kmm(W>3<^qeN@4R>oCdzSKGVobXQl-g82g-trC#kt<8xfV=H zt!Un+!qkWI+uiRXEE~>2R;XfVY8$|7H@U2zvxJjsxY|My;6B;V5U*XbRJ~MbIG0^V zoz=uyF31E;rlqL_&$Z;^30OzYZ8S&DzEl~(=^QC-a)ElXP3=i`#zwBBA`0<${LGBK44%e(Zz-BMqt6YCmRl8AJhKpB+s;k*2owV&dh z>K0`_a=eZ$Htv#%X*aTO(7HfbNGr@6V?59>pif!0rf@>rqimuf;vD4-+JdU)@|H6F zVmS}5<*ySuK_5OzN>mJd@~EBds?OD~rET`mP&E`iM5~KNeS*^^gDw;K9plPxOXNZX z`y2eS<1}vtc!ir6&l~48x63#U@y@A{rh9S}YmF@`FJ&hr!d%f`d25C{9bx~fxnSCv z5sMcT$+v2RP1KrlO~FDN#W5|I_SRileeRjx>Jev z!IJLNWq+2b%DwnctwZky8xo(FG(^WZhy_bB&#Y7?sV__B|n&y(t za5T@8s;(cOTGyQVu#mh|Y~t3lxViY)x8ysswkn=(`eM z-ZRi{L;$(cJu7%HcjKlJC0_x5&<-j5h0G>#gV=>#*>-ib;!Adva&4z7)Z*?&2^K3I zse5YorQ<94C(DyvN-36n zx9%3!)<{mOy-)B1ev{$aNjJdGU##4X1h>_e}f9ULEX;SWY*2D%$D1 zGQZ%ta)6N=h}_H>gIHZcYvdO?3Q%G*4YRQ!F7AFvH;$a+-nGEv_oq%y@U4nHRJtBA2K-uJ*XC~U^vy$93A z_taL_{m7HxoP&X@)h5+B>FC~$Kh$+!rSYA}nx2}I#L`8PYobvgh+E*UvOhx6Z}pu7V%OM<{Mhcrm-d z{rx9}$jBXs!>OHE(rPOW->k2cZkcsUmKTr(QBiWZiH*p|7#22(C%=djc=sh?i5EE- zzf3K?>0S|4mYkK5xVy?;kZksO^U9;dDrGIl$PwIOyO<3Zqhh-3tHt5Azp|FknB=vP zjc2(`ST(Iyt@SmznaG#cF|^%GWZ=xoRrfNT@-?C?goo&dmBhz#pA#0LZ=;y}7azaU zTKr|~*>p06Vf&(O^3x?k>Pi~EqQFu^51-BPbDaK;NK*8|>1og?TdwSd$XX~Za>j#u zo_`Ma+!KqRuIXud`ApL2;uBgTsxRn#?{MS{bm5H7pfYQt=Or8?_@{_GTDz+4 zl#n$hm#ZS6NxLmY;yzvD$taSj4a>gyq}{XqrTrUDAZ=yRNE0z!UNFO};`X+!rY`eb z!L<}>?Za2LMt{X=+6JcZDMhNUVjo1B*SZW1+uJ3-ydrG7r{rP=VQaafUf_DKX**yT zer%HYd{^^W^nGR4$xE#{AMVO{Jr&ohcZIE>87 zd`Yt%yx^q9x9&KeZc%KQze7{xRLr1K{|U#)HnO6{yh+1dB7@OP+j(|Q(U&aa*^3_O znD&-j>n_dtS=CY6&w5Yf!Z7pk!nac7cj#EtEH2A`C!VT{0H5n~c*i*!?Vf2#O=w3DPc$qSF!)?^`nisqVLznNZHqPAXoFmYzzfm(iBM ze@mqj(OTnQ6YR8mJ@HYfcXdQf%w*Q>>U)agjeSm<9WqXqDPN+NbRW~ZN!?H59XE+@ z4WRUXlo?^#)MrPx->kT=;B;Xz!XX_4Pv}K0*tRAJdp$Q?ZyZvk$*rFs$C7QBpSZpe zG^yu+mc}CHlY*01vXhIlq(=l*Z3|v~@kP;co^i)25+jzpUpuSqr7k%6s;Rv3P$2KP z%9rq5MxSdHY@*EP7+964}}1w|oNIWX5s@-)@j6dHoHBVwk*j3OoGlWrm2gQJR|f&Rl<(B|%q*7Ir-MEe z7YJ&K=Z-c7NYWm$y~T;Y)i#!toTM=IPE#%QJ+;l_$F?LFHR-wqtCaeK1*;< z0`zwTO$Ns+b^9$dPW2nAx3m{$4Av{@h1Y9#wkfCnXiT`tWH}XbMC4fPD=Wx<$oUR@ zjeBA<=KyVs&3KBdmFQ6u`PZJR1o}AjQbYb0hj+BPyoQs(ThF(p6W(11`Dfzt<|K`C zxKrX{b+KqfYD+R}kMajQnbH;$&X67P&pmINylJMF6VdY4aGZ$McTM3~i@7V~@qF1n zk_F${e7B4CO_tP6w|1Rm*7cwd4{tbKq+4Q}{24!qPV1?t`m1A!lh3Fr+qz^n0ltm2 zRHqDID;T$Gh`6KK+Tm)eD`m5fQzRj3C51$DON%tfb4wxiuBJ9Q{!n{hDlh*sOoaK& z`&dqLOUuh(YA5NGvu#RJ2|3GqI-3HT^vzfF6e7{lc*zxyoQQ*sTKCLObV;P()y8Ix z*PC;a7x|~wuXekOrrJ6sR9!ZO265MD0TvX|(74_@kW_vZ_vwM8Ve5*xlJffpWG7^< z$_(aT5LpLJJ==n0Be$gB*Gs{V+qr`rHT5hGijXS0UVG@;Fm-#dpuDZ}BEKD@+1IsG zNt7YNxIK^hgNr?9T4YTdaRkck;DDjkieSOL>o>p@ExQ32_9@BbYa#E7{@mRH}p&zzy zDhwiB^tE0-zi5wa(MNauh$mO^@@W|rRql#P2`HbE_V65gR}5Zi`EO&P3*##%=@JwB zWhT4&B5cXvt$X@_q*X1FqfyH=&mP%RSH#(VB33Qt{t26ihg45e4IdSz3daXOXPm}m zZE4CjMy0;W|0mrH+|hOKDOTLUKK?${rDSQgzkgz7qGn9_=YD(oYb!p@*L&+!(7-o< zJ+y?mFrh9QnPA5D)>Z@_Of;>af57U8{UoAn^)71)YS4Uc8muYUot1he&dC4}jM~;# zgt}mP?ovDMXr@c^y>3hKwc)ntWtjGt;qXJ#%h@~;sDjOjf^G?b2=n_0?ZL{PSAyRa ze$tR?6@Ki=e2#C!n?8B+WYj=SO)W*#+{)^suAW}VtH`OU60LtuK9bi|sf+eEZPwgv z(@>_{KETqEZ4zu|MFf}JO5jaH7IV!1VkD3RfPBx9la#bP@og@Rq#9(7zOakmvpUpUkN{0Nhm*5C%|GLD zcF2!F(splR=Yq+%(<%BN*^CLL~^*Azk&qegB8&SE9ZXP&GY+Z z4WvZ;aBlbZJLnhgIAR_#pwYiaj$i|aK$L=h;Dn`mpw%hbi{2mP`yj=78s@UxiNrTJ z9EEKI+`q&a3S1`%@)6APJxL5@q4ssMiR zb>ko4yY!4&;{DEwiuTQarr=aT)3l6Wwi8&WIlyP~d1&T7gvuQz80JB|0-HtAPfxw! z3ct}6AJMh(yzcNSm(Scr$97Uu^5RqAZYbBx1*lBM(lR|3(oljRjlPu&tb8)C+M$He z4}=gq7C0a25aBHYHlUH|%=#P%(yw-A6oGj;LFDxIWev8k&^N*>LPDxAu-OfAF>3K5SUkdV1vGg8J4IxAympx<9tQ?h5hcD>K( zmwcb)+MtuU`+V1O*1h0=SjJs+1T5sghH6A-b9_Ym1He?%Z~O$!sayb?)7> zf&A1GS3-f#QS+uK*OT#;wY>H1T$QwQB14{9a60O0Y8DIVrf5gVw(rObf{|JcMyrTt zTZO0xm40TNd2d0if`Y=xDiCtTAgg0zL_UCoJ?@36`leqpm z06?$mFE>k^9RLor$i=^V_s#~8w&Q8gr)wq{!2eoznZx~-(bIE!%p^ot7BHt`jU<@M zIdB*oT6=O><320hfW9o?LADU|(%&xZR&~ZioK0G>Q*w40fCADtqw2P88AZu^Q} zL=F7HH(JxQ`^^Y&_r%S>8CMp&eEG5>bkjYPVVu7YwgbSy777gu$bx4ew9h%h%|8j~ zV+JLh;y`$MD*L~Fy^=o@CTJ_|0*JLSq(N}CVVf4ZF7G$?kM|p|JF_*j9KmSL182%| z`t)bB{EyR+dPdU0S`eA6^6@fv?16V)>F|-yo>9s02I>lQb$yF&xx_>YZjAbH<@VK5IpQ zB%CU9A(~%C{IMR8HA-}X7M>tMQOpz`24qFCQ>Ov9npR?~A}A?Yrs30{3kUR|%tyD@ zZM~Z9DiNEMRKLpgNcPL@k@EVw)era2TsUVj{vHT>pVX}Ro|aJ? zpbcDN4+M4bq6TJ>?n9Sf^`O%W`55>5G`0q?dgH^_-G%zXXk&FWR;V)$pDuU*9S!O^ ztj)~g>H@!KeyQ@jk2|K?Wm`{E*>32?Q_rS2m zBYsOE{pYl>BH5;-DwbS z#zl`9uZ~|f%?&RxT0d84jb>AJMyKyw&?_t`&_a#Y5{lf8CGEeN2*=r^;e6Be2C{8= zb~h6!ohH`9mH#9T-W>!4fP3_s@at5fN%wz`EuwM4gU^7?p&^9W#>wDh?EaLLip&Oi zY|QyNGor_uSNWUWRA}uavd|}?BwU>Fv2!{$%6kv&c0pdryX?^8a#Aw)xb~dbM4J9@ z8}D(qj8y(b&8l|qy^;wh!gG5VGU#WMBFsu{#$eF-* z^8>g-16Mea+1&E?nrP-5U{YX4Z=jvhR7VfV7W>i259(X%vkWh~wZcGTz# zzVR=llc;c}w1L&PdH)e;xa``wv-^=Yv7NDXbVZ|fNhtK?KuJ$VkpOX9IYdMj`=f~Q z%K?6b&Ma-;FGq?m0qGDs3NzQr#H@{fe?Hm^++D=}V2eO{YC>HSu8@j*nrN*X=l=W} z$b2zC>n<0f^8Y!$3g)0t)A!51>EV11(W_%$$G^J-{undh*%u>(B7<|M0IJLV^hjsQ z2IRvE9i*V6wL(w}f4`DbN%0RjIE425K6d1sfy_Jzqf zWdSPQWv4tI>0fLHgEm~_1_%5pVal8*#2dNB{YHfP>Rndh1iM zjl22JbM8BNZ`|E_?wybb+n@I&q0nrye;%}VW;6Tq;GY*x>ru-bb%KA5`VGCvgL797 zx08R*t@hw7ib3wD;yaQd#zY`F zet@bh7BK&7m48C5KNj$xHLL_KP!)oD*7=4!Jd!INU}h)k7eV8gcev58EnH*t;uh(=N%47k#b&rR*&w|w;mnLH&$Sy>F9_|db7Cx}0A z{6ZL%yn6xEoCW7fh7+j(WQbu4__gCp;dWp=>cI0BbVd0qA>xUoz`guQ4Op*zyXOXzRP^A64?4cOv&fHVu>?o4SN;PwoX07kAU!wuJL zIb1?z?Z%!hv_DXsg{0(_df_SVoJ5ADrDX*R@#f$Ut>=0v_$;IgEdr-)>{hbiCNm+d z?9lID=>ilXGGMNXVesu%Ab>3{=chL|`4&`Baphl8_hqX$^g9!{89Kr2}q+72# zhye#8o>2jxKR;jPJ7^<0QhEWJMj>%&xATA{L6!4!nzCcS7s%!}2JF)PUU?8|0fiN; zj1whvdVPoC3O7-SNtFD)1*^e86X8V<~2NW)RG{ZMTi`HORjXGS>J%brR! z>KraDcYIm%@RXZ<^L5Y@a|EGE>NDQ9`za};Fn)lZfWJe(q((=VM#_ISG;}vjf8C}l zdc=#)GJ+Swo=W14xmD_+k0 z;k21u2n?#&O>Kn9E2~N?5@PKPVFE78t;Ky5$U$XY3M9f+$C~WQSPX0%1J}R z)z^qs@Zl+LN&nI&o)W+RFoyYFTFQuwW^SAad{wd^>jgX3e`a^AGcR6>rd_1=*@+1C zumbzOt_)Ur%6PU+3(xN)3CJANQB%W)K^v@uT!Bbimntt(fSXh2Zc+#*mO^l)&k%20 zxzjT=PB!nHZ0rC%vt&Z#^}ZiSso!*$vC$`rX|3@HYJyEbN zQ}U!vSH@@U9!Zcd8q0zyz7q!K{av7WjvmSYN3pAZh~dVB+wum`o>jD=Ghc|J z;s&$==hLf<0g>A_Y)obe+{&|Fg9K^H^;)e55sfcAir?nqL@1)1#0Kb;*7aKux90v= zWKbTB04AI4{ysTjqV=Er92AGK1@wR#t9GCd7~M-BwDIJe+W2!(E>b8> z20NdysGi^gjdPb9uHIa1U*AOyzY4`6T}@((uj04Gt;gxTxp=e?R3t{b{rUN+tUHJk z8Q3++%}rt#d-WL+TKI>69gZ!|pbq3P4@ExU zM~wZpOxPdWP-H+D$s=*jyin$+DO-Hxjs2P*`~JWsZlsQFHXZ3ue^FR9n)LYmOtQQ6;D} znJB7YgB|Vfs`jCndmrBxp?nsJ-htE03#A9Oj@fR{UDDMNvD%56>_0^?RT=x`GAl!} zeH{955iXO)nU$*QDeS1`^h_RBI8`)u#WhMwm{lmObWSSbIEQP>T`|Gwx!5)57sn-OyuZWx!e?dz`v>%$Wl;LaL)w9RQjazw#W#v|`)AoE1zNQL&t&n?(LI1>Hq`l& zmzt||1r=>l&(IWH?d>N}Wnm;AGOahya&O*el-^hb*NM7w&s>)`0Knh#jIYSz zejgfFmI(Dm+BG`ioAoJ9wE=h}V4)=}p?&2u^hxMkau{h0vrhy5X~FalZB}7HZ zfJ4c91qA4DT*QBBL3ixor!FTQ0ap!Z>gH%(${w5=8-f4>y3I{aT6#|YRyc>mE$}p! zuWqOKlL8()RV2+m5);`zhqQyHQm7na+tY1$SU0I03%+Mj($W>mTL3ZzMIyM>$;4gs zrDv@QGlyK==gS;lGJ90Co1_ZFBZDXx8nm5%>KhtHv~0oAWj>56#%TxyMfX!OQRRk) z`;5i8VgVPx7Y>*bRqlpNogn4zguBuI$?fO(ALJSQe}Sk7nEijny#Lz^v4KAhJni<- U_xnmm_%v)LM&^cPC!BBo7cy5;!~g&Q literal 0 HcmV?d00001 diff --git a/tests/pe2pe_latency_plots/overview.png b/tests/pe2pe_latency_plots/overview.png new file mode 100644 index 0000000000000000000000000000000000000000..1b29591450d985317095c10c76a6f2baafc183b5 GIT binary patch literal 132398 zcmd?RcUaQz`#wxI&1_g|Wtt7LRJ7?{^=>JprQ!fbIa5U3ixk_LsildPtD%_#6%lZ2 zL(N>NDGG|^Oa;kQP!V}#qB&{0>u5ftPXsHdrk`JY#4U;{igKcIr!z`IELU9=B`KxBf%zpGdt zd&3~BAQ02Dr>(=%*aPdstmgTRGZv`xeK>CQgAE%W4mmwk9?ltJy#YT%XVTPF{^@_e z5W4Dincu4Y3g>v|d92jJ<;+=_X;xRy4Y)eovB6up#j^y$+ zMKkkjvRY28M#aU|>o$EGYfZJP7IAAug-qYd%M>)-=I6(Ii1%0ab>|`AwElqDsKwC~ zt0>`@-A&cbA3uFUl-{_CD0Ju(#z)R|TsRfEG-tiH(dg4k!m)_CU)J%= znyu;lFoV3SZ|`#}uYbBP{UV}TycQD98EGu>9f*Cij5Q+PCRmgZAK$~Epic#kT?$?N zac7G|;%k@sN4YG`d^;D+&vqZ_scZVm{NEDP?cdbL%1;UTgY?kB z$Q&t+GUaYT_GcNKZaQRTB*~&*l&jtr0Yg!PVw}m?K_j9)`TSs%fLPfNR(H3Sk6nr6 z2a%AAf2ki@Sn2f2WK~KSdCfGB!<=v2i!Y0XP7mIky*vQURm^lPUKBOp_epx`=Yzfd z!SEI25Iyk`Z#gq+DYw!AEY8wUtfqBU*i6^&ul{-5l(!cWy!q1u)1j{%o$$io^zgA4 zOAEsZUCY%&LSguDoc6o0N<;JWy|^}3>LCq{Hp7*`cEgm{jp8NQy64}6vTuyX#D>N| z@ve>W!H7HgHbl$z48v2`Ki&-*(6mnTZ`h@R_<}_InWsA!jW(y`Ur12WAlVdO`*4!` zpno(KTjQ^CG)&PT>>DDG5wrT!gDs)mRdk2II4-X{-!}hpsuo!86tJ>yZJi?#wvNHc znn!N1*Q|jvP-pyl3hZNK>Mq3ZxhmjsDAztnBx^V#|GB@ZBbe?uUWvE1epa(IsYa7F z7A=$8^tlG10S}-l+rqf=gV#kpq?FCvoL^qQfroXEsI`aL0u@kCd}jd_Ut zkWM|GQE8+4)i-xhco6?yzRU}IBS)ebkv^&FtCrd1c8|PDagvFyJ1=zu+$zieVo>rG zerbdEtX5cV=M?PkV=mDXRceJilsQ)Bb~I%Remp(&dzrs$sF2)lG&>-tppfr7P*FaD zjg^C)^laP1@0+z)iOA<F0NYYd86|?{A76k+I4Bg%Nro9_1v3YQW)^yHXp!;|srL z5g)-it`mJU%SU9ARS{pIDn8Sf@>_)CnRs(%2=aIXW9p@>n$2MqqC*Ne#LOMF2@QUWj!6ZRTs zO!mJUE2>?we6U%u|5ypN0mMKs>CDn>X{pRnG9{1X3fGICO*X}!Ygme-ld}l_v6-j85k|kIzNoMvAZgK zwnFY#PX>b!PBW~onoVHF>_pLggSnS+Si3V_qR_igb0T6!cRX!4O0$={9=F9Q?B~5{ z!)N^hZhv5VZ~~_B;1T#&CMNvPh=0sge2>=H-a50k%{`U}(&-sye{zR|vWF#EOryxe>I6z9rnmTYz7fsa4(;XB z$WoQZu-xGR;R7I*OpllO4_g*op}9?!dUZJrb>Ie3*y>Y#NgK^+BP?x}_qEhinp1Ve zuBa9e5R6DAcA0>i`m9%vS~$=+ovLJG=p&fo58~+r7%I_m9BgQf){OSxO)|E;b)Tf%#i&Fq^cAuhM82RVVhTs2&KuV>v!om^}lk)Ff&cjh`!=CM|yBoJj2U!8=CIcTbCWyDnl3anf23 zDiOC;4DH<-9`Bl-^$FaZ^FX@;-8eXwNNtbf&k{~bZWd>Ug{KfP>c(+duX4XUd> z+cVNfnO;p9AX8R~PzWFMlFyH;&%-fNP|o?PmgFg{j1|`(!e^n$?kk5 z-l3Yn+tn)7-JBJ!0+ZXIYIWih4v&^f&!E;2)=)P3bB~#CfvY2f3!rDL81209(luD& z()@trP8NL`RKp4p>fBOWy8eIx!)B(+vt5aA6tO(hn7qrT$p_ZQA=mo-JYzdEWo%I{ zR4V4@S7SNhY{SyD@BIacPoy3z>h~bN?LrH^ zh+#=)j59hD*@5G2_BD=#oAZZGW#U)D>F0ZzWv&tYO5Kv7nFVovHYI1D&^ERu=JrJC z9fAMJrdo7*&!lc6d@prNr45v%Kz~*xXCG-@|B|4R5%v)ggM8DP7bDD9gWdAtCY-sq zvAoeDS9PvI0UIRgg2uAlWt(j}&@rQXqZamcEZtcr9T4M`e^)ruxYzMbTPCGE>gPRq z8Q84ND*VFF2P%fOl(Bj0W9p+TMTt;&o@KU~s@1#4C3g^}e0ERzhKL?6zy3?Il7+z*=Z)T{mz*dC(7%IjDhFHX4PlL{cVD7{Ez1AMR$4axv zl+U~pxnZXs#X9}*5@UV;>z^NPYl_lhlzI&-eKI#FcJuFCQxtiK9r$Fs6#rp2rL7N3Cl!1O$BSe2=w|KTI<<84J_?C43%D}X+uza=ebYKb@C zbo;tlVseSLmj~=@D2Fi$m$R4pF=8im9gTY_gKmD=U65V`H7Q8!Nc3(BXOkNHBX}L$|JRD|cDbX!K^ zSJq_foG+I`cbZ~cMImw#;Y&0UHKd%1R}T-Fsh1ZJn38K&k~{2)IR12vw*xvEUDOpH zOZpnbHI-V4G2m8p?i$5>NPjB8(J#ZEKJQ1D94tiKM@s#cgCP&Te9(*BjLL!JoAFD$ zujWiaC@)PnK?ewK35zu_8;pK!)zvA z>_PAIL6r41$-HDyOOHUSt0e8~hW2j+SLyZG!I1SLZ4PhyE&kLmaZ zL&t)z?J@=|v)U26R;(@4v zV0!uBHo_GuKjOTR>#k9ey{Xy^rgppfDj!THN3;tgGVmWdYg>(x^aoL&*_!P`q!ATv zr|Y;W%8LX3?z+ECsL8_#deNYl#fUGH+KS+0YbAJ{m)VyKO;~1rTv9QwlC5rnS|%Ae zfr>zeJx$$3=%t1f5^k0}GDc^kVZkt6x8zDK=X~0H36yl)h0Cg*&M^#$7>h9s7`a%| zY-M&dB8jw;{B@=K{Vq%r2J;GhmDxn3dlBNaZ*TGG+Lfhz=K7E~XF`@hkL6Hu)UXK! zFJPc)d4iVWyZMNcL&SIHajp42>bWnr0bnJ0joA*+_6#M6N4;l`giT_$V^!e2Go6&8b3h`VOg&?l5TbKWBO}-q>Z@6r6{8+VY0^y2zQx6ekfgH@5TW0a9K75w( zC%mHQM#J`{lzu!_KG`t$=g{+lY8p+IA2eHZe}IN{eq+`-XMHCluuXS*0U7I*n$wqP zM_5CnR_Bn9&sz7HO77C%y9$m&l^Jw!yX6$Ms*M`TNY>^77vkddX;&wU! z?Q9+qx|66n$U31V^06fRqHOf3v_s@#awwZbllessu_5p@4TrL$@PwzKzRvnT-Fl0! zs|;i?Jm0!E6Q)D&r<+_eozIeVO5ILREM|?e&d#ircX-v+g!EC!&oJMT&!a3-iMQ!2 z`H+%}ox0DHh7GB#?XHP!n$zu!YoLkb$BbQHFJ73ck|L}exD);4y6jV%nHT-_&fb#i zT@i(>M`h0#EM)R)kgSDj$E+e&=B&}{cIO|TKLklaV-3(f1v|K@Jw`n0H)?nSF)}Cw z95ud9*!E|;h!R>oOFc5REGq3t>-9Z{)sK0qPmE!(86ZS3F^2gJYEO$7DOml3FW;2G z(uUa>GT&aEb$Bbe&+vA8fw|uyo`Y(P4-P9^*4GORn`1D5U z^7{h^MAd<-1S-+QY+AZcu}AA}?e&GN_t2R+T`wS1x@(M$E2gaL6XOk&yB0g@7r`_} z{V~we>OssSyZy}Mxg?&Al(UjR-@E`1r@@sO*Kgw@IaqyLt zR+?64oPu^p6Q}FCXhm4qU214i|46ng^2{BCH3}7mCS$k>rDKAB$etE-_kG#T zBH^HD(cIx8QQ>dD`r}`Yr_Rf&G6ds{M!-!DxhH$FY|07IyNsi%xYYOW52vglhveE2 z7XUN!fc>;Y_fabV*26N0l|Us_;uqxXJ4ym3{tDBxiS)S$@ek;;^CQMyc$%ACLhk3} zWJa0!JB_#e>dHxgm%^ND`k}r_ZD=&-J*H-I#EwD>-HgQTag8Y&VX%yNy{;Pmlj-zR zDt&_QNDiP&EJ4W9+KdD~;Cr@FIP;#Smilr8pVHy6c9}84S*oiWqR6Ix0*}{k0LiY} z(?<~(fBMckcW)fb3mwQ~%+RQ9l_8vfn2{0HYk*vu>>=saBt;Q0Q6AV}3}7gN^o$e^ zoPX>mTd@L*_?ttaf?ksAcE@%zn+{CO3SgZo+e@GnaThOp z_=@sC!ga0`nw-v3b<{Ukvn{-2TVLF&;**JhU&5h$|Av`w%im_Yj`aC9bf=|jcZg@2 z|M?33bHr&zRXSk@`Ew$4Qa#2q<_TESE~0CUBYM_Ha%U>O#4K4=)w!k$?qpY=Mlqs{ zBtR=ln9GZ^j>!SuzO}-TP+eKTgHYOxMK>?MI9}gc@68E<#oRz-5YiM*d0Rh1ydbP0 zXB8r}84i`fli&Se&X~OsYI?93-r{&>CFdsK$4>eEFagv`JHi(k;LTxB9>vGo*r=kY z1@MYsc5g>3$(!k(0!Xd$tO39=4MYe9d<)(RV6JGm1Ut*G`h1@NbuX``5fd+=BhA+_ zWrR#d?oxQoB6;O?1wt_<;l>Bq_zRH%DG4$x z+SW&9T^MThmc2&(w$RjFyqX9=&^gK$)8c{yF!it*pV|X#mv&DTrQSXDgceqbdu&m* z|9RBaoKeuQbpozy+(?S2U&s1~njoj?#E#PLow6V%_C(QpJ)4*-241)6dBYq-uUd3s zrQzFxhyndja%2cc=q1Z$@fHZmw6FbhHZvXs?W;buMVP%=4N)pgT$7%3FEw1PS)3r& zX#PtI?}2~KMqD1hoR~$o_e>wni*N=!nNYy3eW@EbX4-v+aI^R;9dHI85l!};-8~eo z0-F~eO-JCJBX?J?-(05kIk$XaDAr;zT>a_%aDwsVJ$a{ZU;{_TrYO2ki85WP*I>6& zEhTzo#sCc&3uhzmWkGLa_S)v#aI$!xLChaq$udoH=%h2w%WFFIL$eF&sjU+)laW-P zi7^|BRvTbY(rt*yQI=~@TVIA6<D^@`m5AfW?sw2DckV&a9J^jLb-MyP5<5#n zuFZoUfHj5nxu=w8rE+4k*w5|GQ4u{zN)cx@Gjs)0!>!~Rr7RmDLK5#om(@FbEh94R zU6@9hHWLC+$;yUr#N1%o2sZT!*`&nOPfONzCG@yB~w7y2=Ssw{4d6;hC z0voY%ZSv7C|ENkLo?)V{vPT^~8db}gC%joz;WgtF3~i(Y5y15PV7~4~*Sk1#nz*AK z%so`ClG7VOfKV6HIH4J>abn(HIqY6|RnBV(a2K-Gq`<6C^#d_cH(w2YryH;cIr7do zJA{L(uEaCq+6IB(|4s6cRgGhDR5SbhHMB>+ZZ7^AojbI4Q>rEt>4~CnJToKTDH%qL z%pLkmdrNG9i8~MoWYs9>Wg{kYbNWR%9^3Sf_KP*el+RQxR*y^{as^p=UHl@*CfPdi zO?33pYjqH9`9FU~n<;_g=77v@YTf5E`~L5hM$buFj7NxH2T8LbETn5;UIMWr2w?e1 zK!_b!loCHzn+2sC@RxUjpIZ=c2d%o5cU?rDxViUi+`R z;O76>ANF|+R0MC7lInW0@1HY6;Z+%+CFb9J{VHO9vSPjm)kT?Zh*OZ=wJUd`D<_l3 zIdl8huN#P5%X1+6UZX)Ex6MNuy>vN2jWKdG`(=WXzrVkCe;LUMP}N;j!;4NpCzuC> zG#Lkh^fe46tXB$CcFSmdy!+Hw!_4}m57U5=3Qd{Q3HtTqD*=`d;?v+@yzAknCLs?n z36p@KZF@R?{x|4f+zw!09mle&HVyK>JU!qG@%sAgNRB&m>vGic%muzulZIy1@7q!* z+W>Rdwc>EXqvZ-HAlAj#PA6+RJ8dyqcqJ9x1#D?-8gxt0^{zrYDt^%O$o zUkvFj56m%I9N8{b7jlH<>fyMKbMocwbyG#Ph5FnoD{eJEL+XBK5`-Elvq|y?Ab@ZD zsJrD`S8AGcD7O&D#L&Fxg^o+LB0;SW(+FbHc0g%U&9Ka2|2Mk;ORJ!xZd1_f6{)0e z+HQU$RWCR%BVzIh4LjDJSp-TC8qg5?#PH5Xw&vbOSuZLf7@gGt76F6>Ps+8+mLdDa?(qwhp4z@Z&^GLw1PiWPEm`idmzhFJZz7~VRx)H% zPsc0jXYj^LZhex0nw6bKz;(n-G!SQ=N3AS+3jZ`~Zj|-R2!E%r!?8RdJOB6PI7F92 z#6|fbOQd8oA{<0#}7G{8mu4A zq0o0cQa7S}O#>vD3Jw<*RtD6tcNWG%Yo!DgCT$C3>&}O*=9pT0iSI*sS6$Wg->{5^BFOgTR7T|$^H`nW$a0EbUqH7?k_qeO4vHdGo zd2FRK*R=rXRJKmx*$Ov{HLXuz7$=>X8w8!j<^N!|9y*Y`f$Z5Hl7KeV(a*2;>UuZL zCYO#8FJjC~v{_-F(n+>J$Fh|!4x1TD>anl6S*~#ShGJUkx<||@eVjKSrkmOZsX-H#^S?Siaiq|uY<#L{il_88OI{?` zsvpAsrWo4)I$-o`Ih|f$f5H}#+G!A;TP=q(N2_@*XSO#_4^lBGv68_Fgli!o1bdt0 z>zvFaY8jb-s};rvyHYt$9v5qZ=i~Q;ce?H|j&cAzr4>L-k=)A)2TMnt)^FbP4e-)= z3fQU+#O1Joo3pLc<)De4+Cl4(X`p6S$&y)-LzyRqW2xBwnqrQ+V?`-WNud6Ymi!%X zhq<`v@Rxiux8o$3w173I*ODGo!os|<0xEP)Y_na&zK zr_8)UnDs94gqhFk<#;-BXwQR(W-^DHkwV6+qA><#HO= zVo&zSUR)BoP8O`_e@-0WJ@3gqL{XKF9RQ;6-W};)5M^ukb1lg%t|YhY7Bp}gzzyvO z=+UpqRs%*{KFP2)(n5?*p&gyOJ>f@KN9Aa}!@VJl(6Tt!gYJT1vDi3lB^PR!HrsJw z?~%8p`*G{TxmXpBN^%Bw<~tA7sT*Bgq+cG3U%p1Ff16-5>0$s@c(2^{gN8?%6{fOz zNVcwEZen-^JM73BpY`nmB5Hw@X4N+gZJ-v2zlGUYk3MSeF`C`c=Pb=66^oE_n?p7U z2S86U9k%@Y)0QJOW2HR*OP3zU##Xy#@pco#4tlXO5=~gxhN16s86$pT3UDO^l9=?z zSp`xOxAsMfW5^5mdwa+qCbqVmJj{tL04)BrRMYLX0?{eD!&?o-trG~GZ4W*q1Z%bA@nO|<;N3Nu+%YroZ}dz?Ndz71LT(y@J$ z{_xa~4|k^FgX;+DFMK|9fYQ>R@`^O_ycLGZwS;PG=0V$h>b^+K0m7t0_(Tq!fNpn{ z)DsNtIeFs=Gc?5JS?gPGA7|8WuzQ#J=X_)QnZ~?+5h$;w&I^P~G+niVQ;ueyT;^gK`N+9_5{_C zP*)|Gt{k|j9I}l0-J*J}8YA*~QBC6{9KrMKKp_pq8)SV}>KZ!|1rkGlpq)gIoeM+o z;Ewbr=8uv5qMAGolU6A_8Mze1FAF(tf@JshMetZ8xi+3I<(47b2zTd{zLMBA08X8P zyug4F!Lz4~n@${zDYY~4;+{swx@KO5nD`w~YN-hO=5nAC(_iLaIGg`{POI zX3AW{!4;Lw3@y7&*HjYvByW1vPnh;yE2-ZsmtLL>x0Kdwjj8>|XXO++95aLUmh_DscwGNd+>5>h@MJ^FbG5gF+X)bIV<|W~s?i)lSIszE z&|0&agX`O9c*s2MSIwOhpKA8j0u`MeLYFb`$sPu!F4XmoocvA&DX)PFisqsh(_4jv z`f$5mk!P497yDLyx`ggMI3srb=krdnhB@^Qoo~+Et1PO&(}3%Yt`1cvdA570-0zzq zH<2@ZZm8hLhE{1zgk{wK)3dAIm$v`$NERglW>cE9mUD0uoQ>LpIaUy7 zix+Tcxit+YgVmMRi|NbZy(_=XN z_=JJDpmYCfQ4t{X>rePsC(Hm`nGwW%df*=R>OkudH#GcMN)( z129ttFi}7w+Nc<21VC{~lOedw9P3=m3{U|U2o@lL!!mXJ-(c-$$65^mH8{^^RWoTm zA8xPB`2E|j9WXR(l!sto8Yi5mXU^SZF)d5HyHzbnF7*Z}4goRDoH6i{ApS1Hh*E4d z;CL)jwJ-+vq~v*fbo`V*6^#NrfQ7$)V$BwI`EG4rb~#vz?J(M~dn4>rzHL!R`-z}m z-;#VmfgAuDVbLN%(KxD~mdOck1>MvbZw6?%G6VRLFHfgex^gT+>9vbv3ZX(VDxW9^ zAaweObIr{>rg!G4%GyX?VoelNiMbxwLFQp1@WBI1?S_1Z3ZrJ;uKAinCxF+8)*qjs z8}|EE4gd)mmD3e!9YPw0ImX&iB@<|6Hl>|{_ z(tgd@y@~M(*?gP8AZ6pHhJiV|-FX#(Q0nmPx?QqTNXEz4KeiYJG5yza1 z1}Ghf!cY5GD%d5>GWD6caoJ0;@$n(dga|w{m=WK_ z^ibA|8;h<9hGPT~;5~DVd|z>Ca}D(?8r5@_7C^+bbX;F94|{bBay>A0iA;WaoKb6B z{^%0g{inNUOWz&|8_c!AtGNh^-Ic;x(Mq7_J}B|NLGq#&yWpa}RcCYCZ`ui=xN!>| zKr)cYcM$TuyOyY}A*7ytA%u4nd$>g^3td#*L-{`Y$0j<0pWphA2duYXvZr>wFumIg z#;9T@G5pP9If43uF6yT?2lArXV?!#!3U#j_B|Xx^Ggc9-NxC87DLqk6#J`0IWDnL3 z8s0~Mw5_;)xYlrmz3D>!MP5msT%|9ph;!+ZYj>N?byp6gx{teJ`UhpCm_^Qa*+9rnxF)HU-oPRQcNBivBuXo{X9x)*mf zt{vy>=@G`SHB^EqpWM2|!_nZzv3m%q-oAyEV^1QrQ4XWYtmmJbk?T-uwJjx&T=F3# zZ@K)ai$`jB2?JF{gD%=r2VF2z$G`GWW~5Y8tGL=l8?u4*T};(Sthpj2}zyBpRKy~{y5n-;AM&hR39 z*oO^=&-bituRTYK%eT)i3eEHw!xP~6YkKZPzc8F=}Og5B-24L&_km5G^?xpCub zKSecf8iHrtm-}V{Db_T?DoBZ(Sxv3bmojiYsCLRj%3;!~L#eR`Cx*jUZxM7}-hH?C zT0EuhC@VzPzJ6UyVjhZCSmgeaa*nEb7JbY!WyJ1J8~*npUDMi@>Qzah#&-Emu7M{H zy05;)JBN{Uz<#??fCxNqSLZG0KvKh)tguWb@1M?F#yBSt2F^vB#!@1pCbCl;J~Hv< zkF6yAEWK}G0=pNvC%7}Gw45JM3`oY03Qoa0`PHJC`7LQlsg0i)yv6lByPh&gv{lyx z!v{`q-O(L4@O5G1P!ip%>dqI_#ddUBpAfIwxD~Qh=iz#?mQrbNFJr#%y!)DBdJ{18{mOxzt2!QUR(dB}36<~at;@mW;4iuI zEi~e_S=)y?9}O(in>HvElSe|${41e37!4P6`Ey7713UN`g)%aMHQ}CcnY|A3K_Srn zkkL$nB70;Xd~%VDnK>j+MlZM4Sb@#2nc`&4^I5od$Ik6iU~8TuIwN1c;Lbd5aA1`+ z$waS6Iw*)p{&`tl7FnUounF-p4RPp2nI3Iv6HbAhJKK=F4DU_yo4E3^e6}zn%}TMI z%(=)|Vm6S7VMiurHc^FyU7u4fN=sf-hPaJ9ratR^Wz*^QCf(gFxj@drXy)^F4U&6| zuD(J?o)fI@xXrHXfv?|%Mjt++@cE)|ByOeUw=Z3sq1x`6nRjX~J!aD%S5dQ$%e?AM zbFrD%kC?lm-S{O}Cz*a6G`8COhpp`%vsdhHcdnZ-T3K+_KK$}3>ukt*^D7spcWMLI zD`*2FN@%vZmi59?%)AX+#l2bm;TAU*zogaE^TUmRJ6$hE2Slv$D-g(sxUi#B!>3cn z>0<=)*UkAlq=T9DpR};p^R6;QEt_rJ?@DjA&wiMG*duTaQ~8~=4az;bevTEH)Ug0N zKtgpM%r?w{kt1L9RWjs}t;&deaY*5}XR!e>gAfQCH9;-ZIb@+0tUcsh4 zI#VpN05gfZt*2@ zm+im340af}u=<3g8!LPHKY1Q4%S>P>w`$xgIW$$(Xy7O_H(60$CF!YvRK@9zF~ z(9os@rBZsxn(bN11rzS3wt_o#49`K}f^9P5f4nEx;6fx=_&iP)Y*AyX^itoCG2oS&z@<0b9w>;?#PMtS1qfiO1iiyf z{l(UGnQXU4pmvt$JptO7UWXn)Bqft&y|ebqw4jO39Tr>DfK^&yC;5>(PWr_zW%IA= z_FGlf)}LHS*0TBO#+=w&*;kiC9OkeS_r#)MuYE}hr|Xy7XP|(t#g%sVf|g!vE$s}*kfI) z&rC4}?bBH1)`vM}0s48+IXNU!H3HPM}V=vI;XDM2mb z-4glMF@eON+UFo_%09$`24XgAd>(&E>b$yN302NX>xl=(BGGmAzLmf?EiXjSD6S5+%9U+FhK!|HkwQ(`mxiJ;a+BMO;M{PrJ)fw0`vfp6?Q8J2MKG z8MjCG_|@1m`Q9Y0CtC7;5q48@Xz0W|@F|zkxsjU8CRv;6S-=V(L~5$Bnzb@Z6m3({ zYambb0U%)Oe_yw~GI(li-LQH{G53au*S;&}Z$$mb!lWR0hlmn04fLk^-*OiADk&`` zVIN%jN028{e|~zPQsH|ncc$T_V?~fZ)14EaWK-8047bDe8D;8+`o6L2Sa%b)D$|BN z7B`p}>!}G4o0vGF6Bzovo{AXtY4i5)yY1&g9}+!hr4Cj1#@q@S$`;mQ2WwR7ecyrg z^YT@JD0^nl4MgP)BM5e8dMjfXQ;bTa*n#h>O8ee0SRi#zc1KuWNH5VMPY z(N_cK=y%tkI4)Kmc0Wx5Oi2a1@y&VMnJgcNUoX*x{xBK_c#pGQ$JO?Q0e8eF85r%6 z18PuVwOjWBs?*h@QH{KICu^t1!~*JQm2*MwN7d(;w3bXqTDvWB*!Kv>m1{?gLkMO= zW=%Q%cdpmEKf~l8GPXPKhgw5cpZ=(-fhjx+-^sA&^Pt|{Pjg#Q*F2Y)DFnnDhRK7q zRy_A4R?j{y9e3vzEz@eK8S!!{^fIv4&L-NQ%Pkl3m;>@eXr&l~(^;Qn&|0AvI(3_? zIDYD7Q+?zdg}Wu17&M#@dQFwxcT0i`Zr6==e>~!c{ixDxk;T!5>Z9X47#^_GHM-q;(TL4fRN_ z-4!esfon%n3Zd}o*-ryvN4fNHHJ>%rcGqA$EzrTlmkUFIUwG$B@bP_Xj}vy#gdU9| z;Cu_bWsM|8vW3{d=w3kwFL&(|&;nBRNgt>ktS(-eSn|c;`y?vQMb zx!q~hD)w4U=G9OL%m!XubIlN!M65iOvyScu0{s$y+?GWyeWR=p7@^ zczQ}Rg~D-Q?76Eo^x<*i9l~!)Z`+s)x$L;ty!&~V!~z`+IlTQQci2X81DRq+*$g8b zrR<#Swsj8nPmtb_cwp)zaS9j6m_6#(lHGfVv_1SfY=J(G)7D9g#1o z{;ou)KJlg8u>F3fi&|x-^nLrs9{9kW=vW`g;Mmic7xj3#Sc00Zd4kc>jS3fJ{&$j~ z*N9ZsI;4$@ip8t+;CBu1!UVs}vl;3fu!8NIh6ix~XO$Z>ElE_bJbRq=$f`h?f9+pWjET{lzXRwNH= zGMyCmmIT9CzcVh48RLb~t5!Q~avP-ZBG|!9>i}LDFETBtZK&nzBXDZi!FIN?3Yw(5 zsm8I6J_YR!Cpl|iv9&&Uq>t;lz0{gu&TOWp&f8%u?|H~2^&ZkVX=gLih$-Thk1M6T zqCWp(zUSif-CJ`Fesb%P=W_A#1QUEMaLBr}gXA`t4!Mzl9*}`Gl=>S9F1Z7#WQM%6 zuVH6(*E>75y9&f^Ik~hx!tz$l;N$eFNui-j{XwmeDMiiFuz^~~(gFI)`C`806ZI|8 zKC_@dWWJB{obE5LaTjxOIagkvQ6VymoQ-LPwYyGugtZyWUK01u{TQmbcfxf7uycqd zbwe?2@l3;!5lD9o4VP25`vHndk`i7xpE8~Z*O=J>`fNjsu6LIWK_(tybA)vKA}Li-zMFxI*T;EHGg*T)sG# zY6zUv{E^mFx)q>P+rb>lD7dyudCV!1f$1Vwy9mtdv;w2pc-Y1rhkqPFmcGvct&eXl zG}Ituy8p!($$PM-x-z4`UQ|xQ4o;VIsLXzUlCTF{M^e1$c_%oalXGl~oHCBPe+>ha zk_@H`2z9@5t#aa-gY#4L(DtN$TuXe4BCWKSI^LAjINRr$2}SxARReV^11OK-Vh?W2 zx<0+dNlFJ)RllA9Mh{vI#x_O<+ApZYi&ip#l|uy?3SOE47^aFwGCdSfQn<}~ zbbgp7NNztA2K207RP71D3SdwFh(~v(7vTi;iSnQK6$}7XWXAUl2WKY(=xR(%Wn=?; z1(=|Wyo60jDmaZw_Hi-M)Q^6T$R~{Vps>M$CTBBlYF48cpunaLXMv443%wUiRjvO^ z(l`OFcUqUN>kL#fH@YeIl1sw%V;2J~A9W?g(ptoWHnFGKi|Y56z~E3M%_7ripsOMn zEuU#qVAnAVGHK-kL#cUaV^P*jh`0Lv+TnP8;Dh$ftgiurbl^-4rhWAmgCDwJ&dW66 zSP0wB0`MaJgKI)aWu3gHN3v=%M4JEbd48B23ia5n(FfR4CKzpClX2oXAwC1cTz2ik zuPip!Tl1c;m6Drt@cXdVcQ6N9xw6@Gf?LwtYxkFJX$R3+!CM7U_H!+qi?TS#U-q)E z3L}k!k~Omf7&hV*zXLI27AVn&kmDeU&Ybk^@5Q7H_zwFwVQRH~NzCfu({i|l#%(LE z2GqhxW5yJT9t=d*a4-c@eUhe|y>PgECVTE?LJoDXiq^-kAT?TeZ31z$MakgT#6Tr2 zHkUo$w^IDPZs>DM4MA*$P~`vq{rfC)ZXk59{CRV{^ZaDD<6|%XOp#uLi*aSvD456d z?f;gcxpPpH+LA%f7;N~+3LB0~;^E9J8I2ts9UA6EK=#5#G2?3@1rb2`BosDE&j|?( zf!;*fjM(?=5~vKl&a?QF3+xb<9)xb)7>%bzi~P5B4yrjUU_9{!S?z%<^1Zk$^;RB71!;NDu1t8hcV{ z@BfhUMrASf`_c7BA<9-hkQw0pVpsck%x2h)g1HTo^LHOScyKd?VB$V|2KYMM&I4_p z;@Y@5L`jAee(zT4mH+f_=>9br{%gfhKKuWA^8f$b>6fG~g{|H|1Q25<7bl;&}|d08 z{$5~U?}MdaY;aQg>3TY&c%nRY=!C)R$ni2vhzp`+lLlA4|# zQo!fhg7f@L8_QB>oblUpTRtr{=c3Hde|6#Fq-_F#vw!Tz_S+g6(=mA9f?J|qtJ6bT=-Dcw{2fC2m0^-$8%f9-Gwy=+oTk4E%&uzz~6vB z-3i{|fZpffs^98;GXHCdF^NC$pBwd`doc!S^8j}J;3Tug`ugnhLgIE=*=$fcju;s5 z$0j)x=D~ib*|RSbmq9dM+~)7p@OPcBnWUxoe-4L0M$~2M`u3=cZQE;2z;M@9J3G6) zDJBQFj^KgSSH@<-f|eKjX@i?guK^3w!-uoSqI3JfB(d@a@k&AN9vU(LW7$@R6{Qoe z%}iU2Ps}^pdefZ$(Aj!H{jl0`a_vBbJqIX`^b_p{!z<3!5y9uqpU?CA`4Pl;8CaBT zP@xVY@t}H5_LAP3rDzcMpL_HkB%BJM5&|kfbx;osX?7X%``?0@;e3-@64O9tH3UaB zUVShM)Sb9U=XM7&%2<;%8I=*w#je>RzN9nj{go1H_U>#4n{ZJ$7~J`r+!aa+UcFWF zhw{;YN#tcGQkQTrX+(=VZ%p8R`*H+rE}(8w(7FW16FY%LqdOZeA3W95n$j->7at6$ zzR3b|Tj%YyQbE6eoNj%7>>ugfC%=hJ9`F?gM?u^7JMh*|D@`RBuY6mYpXvrhjb8@V zXA<&_SzBb8YKy1ObK5(s--`T=nKerfQ0Dt}LidY9WMSL*zQ6mvhEy#w)lbRcx=gK8 zmZ>}a`@&~Wa*vvN+&r6S;aS*D{V)s$74ra|coY-U0Vt5*h2Pghg``HME--YO50Xjw zyx1?rs>W5uhKt41$VQMH0K0MoOnZYb(+&J-`NhRY4S@pOS0V&qL?DZ{m5FzLL)7Q+ zixZI_!o=He+OjI`(~^b5n{3qPtT4gKfvYiN%a>yi5?q5I2iq+|_&KSO%fSQpWn=T4 z8_(;>f={6X4V;r$E|zbTYrui)2INoLq_99{0Vw;n0O!fT+B1!7fy+}blGo?C+vw)P z5eyhZxiyx41l>8%`j&n!xFk~G7qNA`UVL!w9v`aekI~Uo6364M*foBe$s=60i09Tf z3}c2|$?3YY#pqYwP1vm|Vm}ce6QBo;`qCC}TDih9s=Gg!_C*3f7KNlL07z~i5Ouwn za-hX$H4Tnbg!kj3V54!bOyP%>+u$Z?>meJ?eGV^|_ji&I$Bo2x$sc<>y32A&8-I*4 zw`2=uc0bchEZq2`r6g|Eys!IN1I<<{>m?ZU9Cbo-d>8en#4o}+@J z_Hc~IOnvREM2$*CW|z1#{UWxFL&d55?tbvCVs$iE{ry%k;9J3ovVjf`Y4PXIO;zo~ zS1d|&ejfBcb`GU$S}$5mhvq_{Q7h^@;+E0W8( z))yx(0Dr_c@r1;eFBi2_eghCAHUR**54+$Da-zLg4`U$0_v26y5j{BJzH!{Pc@nC# zp?rgQu|LG){$|$&qLzyAAL{FK}N zIWNxLThCHkQfkT(jMR{0Zk7bH)Jd>ENBuUHk~frm6d&KNR0yQ*h_0Xd`8y4;p0Y*M z&1NKBJ$IGk%e;t*GZod2aeF4lZvFWC4X^EQ`;_}PokfQmbh7zb&KU%k;qB#DpJr2L zE;`k}b3HULpAk@a?ZmggZdaXiwHgDjJyp~@rVkvOj`+D8J~tve-#uKAw{goBsYS8~ z)Rr@{;+-@3wNXFn%C_O9i_NwAB;_*|3*nf;z=;#9%_sS7D_~Y;15{jLA^Uu%B$9XI@;`3zd0gvM zTJoK9;If|G<;e3bmrg9AeWa(@@(=43|GIRKe;J5w;T#D!rJnOBznz~o#T~4iI!5{&{hgD{swm1A$76En89n}EQao%J3M{cvoyP7AmRskEwb1@6GgnZVzB!=F;~Oa&ip`5K}XIB zI(q!|aLoe}wf!#wF)3I%_4g}v+Drdwt-2gB^B`L2HA6q zVB7!H_Ynz{{6*)%{TyMt+1)d|389Ag;>ZoY zs+jUC{Xg(UO!VdDh`$5U7e6%^UYPq%i#>_y))*`?Z&ec)4^{ianQz_>Gflt&RxT4K z3&_ZALi?;yV$`%+ea8DCVq{Fb(<1f$GS%LBdA11Kjbd1LSt;&5jL&#@cFXl9mKMeA z$nz(V&3@aQ2VWIOPIb`&Vs=|5Xj<@r1^fy6bA9;92wsHrf>(L`+4>6i(MMzS=JeDu zxubQt;*_jBzIFU((BH^?f;2Kd2-_u(H&j1U@yj0L9hRcBFyt((^shxZ=-`#4*$ivN zmo``4E3ew~<0G%os<%*9w;IgskLaO8l{%AL<-OV}?)J3NsRcuA66!X}*mz%sGpqmR z`t9S6^t?w)PNr!O3jQ7#NN>fJr7;_?_LmD&=TyxGj5@Io(32gnPn3#o+`LeGU-r?B z&(faYpe+#EU+*tgus+b34jNbSf1R>XUZX&4G6oz$1h6jzMvx&89gK_1@Z9wGQx!u* zubR^z%<83nk@ed;>wGVpuIzUcFKj^S$WYZ+=*Am!ik@f_+aZIyn?b=dDICKr{y%Je zby!qe+c$P_P!xe9Es7{OV9_avf=G7@s5D4RVYt?amb2GO{ ziic#CL2)OF#b?{T66CS|0RbH!ubDc5IWp6GXA>|GF%OWhs%lz`WYpDNX??D+G-uS9 zW0RHD@`$K@Ny3;$>Ld&T8@ATX*qFbL(Vj($9{IJFu(xv5MtwHGd;h1b%2a8wv-U32Ec#@ zgw!DNbBHHs2My1F4Ww>3bbW_b&HkCUrxIlAxH{|Bgl8aMyAiyfg6*zMP4!gH zu;vsxvBUGlbH01@?fCWLwiPV_c2Yp-U8vjj3igHyBNf(WrqUo3>HwA7d~LY3r#T#g zf8=fffRP1F71G8+>otCy+8eyu@4JhnUV&*T^G*_shp0eJC6&j*koUQM-8lK8wZP z>s5(v994TAbGu=lC(V@qzMmN%KmJYs5}cs@9JUIv!p^IR261emJypIdQ;iePvk5S% z1_);K6U5z?AHpuG0>5yW*#mWp`()x9kn~*4(Jqhz`H>&!@>_YPnZ{pb^$p$R5 z6aM@6l=9}R%prQb#zVijeSX$bG34=3sdjs23d(PHu&1kIEHwamyRVjZU(TfxdVy)g zP!2SH ztKE>X`C>`hZsBZKQj)z^Hxk)ZrrZ{L$FhD^%-wZbbQmpAl8ZJIzUgG@-PX2blORod z>{ra=AHzf+4i7c$JFMKBvi>2?T(4n22DK-N%MDb#ll$!*K~7HUE+RdH?%X>FB;Opq zK^(5A-&V&SY>|M4nJnqI?N}PEgE)-Sk-V&ZW;)OUb`(r%R}#0lD%T0RHMMR7h3@12 z=E~SKOU+a`m9t1e`-aTlyVQh3amQ)7%%L~n;r|G_9r>QL4-_T+h{Eo4DH5Qgm3l9H z^#^DC#_2E70(RY?UYV#(v~K)4;6{ke)%^_c*Yr?jIXk=J=#Q9x2El@~?PX`tCa{G6 z{wChlWsI_FCDG=I!T8|8sINF8B= zvlt99mf^X$O-livMbM6?!hcj) z`4v>r)+&--u&*UX2vJ{mSV+gXZmyvyD5fwr1*=V{_W7{z(#X3i@fJ-fsx+Fmu>>}=vfi!UTqana*1-3ZS<4RDf2}5r`5c35Q^?GkkapHwH zAqY#trk|2RQuS_<$<3$j$Ah8@nw{TVQ{bX?)TpBSYrl@aV2HpO3buY~!mHQtr;R|J zZy)}pTcKH3vVU)VVR#{pW+h6(2M3d6EIO&Np%z_%jqg5q)qZHIA8axyS>r3|?Mfk> z#h$rt&yqx{vhZmOUG$&U3hL>iHM<#OFG7_L`Wz5bdPpdp2mJXMsxY&aH?Q_oIRAvS&Qnd z6e7=F^+>at^FYi`g%R<5%D3QK89?z}Z1L)JsyTQ&kl`Ar9`>D9`d zEOtNyXbDCzJ2A#8a8>Fj-7~h!vM2(Xe#a9Id1@oK^bam`co?O{~pzik>8D`aLC9g9$LELx| z=M{Z>f>>fxkOz8wvS!ocySPyUfnJ19y)KQ8vHG&GFwdo68BK4q!v_0%o=Z}SqBV1- z!^)7dw<7M6_UknjqiV$t_%2-bH6hN7iL(X#*SmRYpO=GJk0-$B)?$&Hk4>u(GX!EPz|v@PfJ(0pP9*G5Tk_q(A69a1b)RO}J_P=KO^R#)<Vo1b~Y;)y|l5M%@&vcTLNT3xek1pfIgH*)Bq+^wP1}!d`zGe*MhjB&Poqg zSAKoPr4Jdl??0w2WPd%)SGY}jFQ4DPt6jjJh$2E>*{4ZxWAvhP=SCjgN@|+gPw{1H zt!{bF-EzRhMud9!M4IH#Q88~fvB80~GWKsB9*W|Hl=g;P2zVlUquFERb_~5@41KXR zQ}f{moUj4tb;Cvsn{gfO6GSO*`>E-Ob$EuHPJ{Wv+~oqd7jtf5niP7@RshE8KeBG; z;nTbjmbmmajBo6il38Tp>8>KrS^MR&ADpNnf;P_6&41Jls)j<<0XfCIi)w5)G zz((eL8u*nji-%wYO5`1~&A;;Oep3qk;pUT8qcIfscZ>XjmlUy6U4-97u1u*YfcXGp zYfB~ppla%+QUuTb%TM@<*PdVTVgn83x0IDF%ezHKR)1+x@|g{?V2dB%j#fG-&^U`H zt17bwROozWz7U{mI}H5we9As!k@u}2dE)3=YZq~y7tMSW zC~#FlSf?m@Y@wd-S-bIp{fYPX}E!^x$zWJ=)l`Q`>@`?#hBE83#& z2@)c<4(hUjAhD*s8KVSan?%3@=O$K&ic^oT)qq74x^xckJ@VHX!eP9A|H@r?3DJwO z=A>)}!sWCT4|mgUZ>o6FI&7bF4mtxlABOT0(j2JN&qY(PK&T}mFM|}Vlrp588I*rb zVLyM~3!7g3yb+v^>4GYb?LShJladB1=zqli_{c=5UpX_e=FibjU$UnfoxkODtorR2 zNA6&mU%#{u9uAfk-2!lTS_FW)7JEbU8n=iHjL^f%8an=#JPy|&TKf-|)$RbuTAnpqIhhpD z2^jMF-~*80iQ{1(9)>^;eI3|*^P`iyPme${9+IJHkhHPVGTP63p1@(#Mnxf6rYo*D z;`()ugz@xN?T=np&EuuFZ1y>ZiZ{Zg732yfUl-v!bdD5Be0Jc7zH(2x5-T#MUCxwe zE+vfCg~S(c1JQ-+S2I~T42|DT%JE;wmiRVGKAbCjvIH?>-x~@%ocNb-^^w4c3?*1O z(rk(cy+F(dhT=&aI_M(ecL5a=A#lWrfY1eAaN z;8$ViY4g>|wrO~+5w=(_iMB*`M{A}J3(hbgbJ{#!jseAvrLZrr6V2|QC$b1jmn%Wj zq{Rab(p=%I-qOsYKdQ1(3B{HwR(rEHJF{ZRPvCH5s{;`l27I{~cSOuDXO^O4Wo|l? zipT=z!`g2*$#GhhpiLNyi;L)NhJF`6)w{!J_3XW#&d9+2IXGcY^xPhJ#((OmZEe9( zCZ>Qdp?V=NyzG3gnI#+U*nc{~5@JVhd2BdRSfG78Xf)lvey)yPx#WD-DZ(qd5z&Lo z3vB~|z*{+Z#H{}eX>jrrI zKWb8*S@1M3F|@Ub9I-iOeybA6O5>juPvWdYbq4Ys>)7vPp&|zffyyCDC~q2ejW zf?DNc8M9_S6?-;!9s6~J)w302yoLqV6^RW*oaM;rwJSsAI|{o8HsSszP7}v>PhWh1 zLp>6EW(iDCgiR!Nq$jLn>eG=P#w)3uI!tH~%6xj>-ChScG~2p=(8}cdvolD)&KwlH z$C9IbMK#aKB8hUEWBA>H#5aPxPDpvK@LQp-|GT9@5b2{f^~8s{=Je@&DwWS>Hf%-F z;k7H@G_~eR!$Z$}KxLm2C{~Vjkm)H%jH4*IJqO5hF_^|(y+*3v;^kZx~ath-w4xZfp1sPMB7}aBTvWbVJn0PB%NKz@Ytmi5YxH+oApk zHVX$RBsH}wM?VgMyfaq2%Fc`w?6`i!qfORr&rm4B77^HsHNIC6>qk7zf*e#p?y*iN~ z-m~r%`wkrbe7pl}<66mgf>Z%XxCt6*FyEdBAOKD%M)$2_hN4R}?RHDle&=qBa6>u*|Mg(CcZ)=>;5^a>F)bxn%wU? zqG40=y)Vo{ll9vtyW8)w74lC~IJ`e(1Y4A+;I2Ey@l5~t0jgLJS-Tzae*AK&Rlra8 zf*Yv#qWuW`OnsHkdVqlT*0PqE%)JW-<)Jmcu9dL!`3<1ScEBN zqxTc%+FAX)+LDf}7=k#O8RaqaJCEL~HtHpSU@n%~^Qf$`$%)se$&X*h91z^aSe4tk z)zLkDyDg7F{Sx}?U=-Ru)kLTgLAC{72`&HyJAD8lvwR00;kl-)tVk6XcHO_K=8muY z#fN_(O#@pDq3V=COs4yIz}W2C>%YmLeYc5Z7ZUe(x$@qezums~0_^us8fxENk28{Y zJO52c7(V=#Klzy>bvJ@;E+xYAY4n#xw0xgnwnxQR9%3_S&Pbsb5ztKBPT?+M@Hhj= zsNeTG)0>lo@y&-5?!$$THT=ub!)4=wqsUj+W)?n0@VW=Jgd&tuPh8^M&WhZ(LYEM8 zv#h$#t>~IfDa?7e9=q zUscF-(C}lDuDGkMp$e~22MkHCFQP!GrvrW?7a;u(ztwl3 zQ$C0yzaRa9WfB3`KFrE_#R{)i-aI|3E3Tv$-nvWzIDWM%Lc^RCqd-;%bXcw@j!sM1 zXX5noYp}Be!l^{d$ct$GBsLEaU;RT7jG2_gW{ z^YC)%twXxvW}L{&{#CsARCLq(w3;3NO@oyX}y zfYH60IPMr;M2jDn4*KYGKW{Ipb-A?TZA8nfmG{AowzKx|3ddcTfW)ZdbpgK=kA=1( zud{8ogUtEf(f>{y`T+5Z3e((8TbGP`g-%+m>x9hwz9#R9ieDK&rnQ&FI8~+zJHuu2 zOODWd5lHfQZ@BH9d4egxzTqC-Pr`m&R+MJK^nW>#F^BGDQnX%*%}_)OhkgU0*G+f& z>+hoC9Z7(cjm2~`jAeAi2^YxITi&|Q6B5L23N=0pl?30@!rM#Uosk)@m zfkI#hKGX3Mx=`O){`<+TVRoZ>;;a(XRX4b>s`~hl)%oYu6u3VxePMrh z=J`Pe@?c79+Daf`e`girIw=Cq#8E6&6}aOB&SDtEqX6h4W2xV0ZxIIHQ^Hs$`bcrQ zf)Re%?WaGi5u}@dwV+{aY%GMWls%OUe~Zl^$#nFl!%qgP9aBt_$*3pF@UV*wy2vWR zgcn&bmyrcSQH}M)DfDgH!Ru{aFgJW?1s^%H3mi#T_PApRouxj^$!CGc3Y6^_Y1%UA zT4>K%vVqX}6p@x3GNAp;^VIAuD2>$qEAxed3t?scjq>CY#C;`}P2njUyyDaww0NRv zCHB&t7n~f$p7X6K&ksALjyql@zj{@tE5e%6d)le*)bN}8E6c`@TPb57TNtmGax_5zGhq_<_cqvAST_=wLR>4S2*!I(|Htsv>C;h2hGZFsIpkmJx4CEA9L@EY!ls=t8melV*FuNQ-rv~pol^jqP{$l2n}kRd<1 z-YiLp!7;k{k@q&S-UJHM@S#2^%zD5>=IRzE+!>H;AUu#psKyHpH@P&Wy>${p()Ku& zJYfUTxPojTnZ`9qvw*$&vN>Pix+8rtr?c+H>5+=saDPi>po-uJ`j2{VTWs&NFYPSh zxl5Fh`SCSOkZRK{%|y{@e?_638`Wf=y3F~NiP<&w??}y}h(BxPGWDY%pxC(Ol#xf| z8=l)>`E~UbNT%$ z=p?)+(1*)1o%vq9dNn?<#@<2xcxF+$oP81~JfTQnW9?1=x`r=9Ppykb@1+=&Z0c(J zp)B~}UhEkHpBkJI9G&`M3`2v~a^K?$B3kyUjauxWIhcu;n(MUMV6qu< z6;xB;q90v6cnz89V-D}NW?MT(=|~eqzedJf@yISbP+Q#WF*mm1^PUSedsq&z+lZYa z(AG01!cRNkfDAt}aSAmLe2~F>>+k8-P_ke^v^bsy%XhQ6{+d8|+lwA}c~jf>{Cly;=5V!%*E5&p?`r}o zP>JzaD2pyicCyTUYi}7<`bmf4pgYO8g!x&yx93N$b1qjmF0sn#=UI`iUK;qmeWC)P86g zw+!1Pv9Zz(1Z5dmG``eX#|vD1jelJ5d0*(_%N(t70g<6nA0&5&p=dA06ua#4m5PlS zQouc}lU-FZE%=@D6C1kXT0AO}-`$Iq9d*Uu6fcr5od|UXanQ`fb9ru(l?!XI!wkGk zwnZ|*&nCm|9d;)!I&?dy^?qD=`tyBerO;6NSUfn;q*UV(o$7n><%lr%-y|kG+ z>g$O{8S-0X@17S;!FwCL%XPL1{?-0!CF_y%emFh)N@5=q&QXzGA>AScXZD5;gHN8* zYW1q^cyxWo4vkl#s6OxB@Lw?Rm8f0qUpO$dS7!RtryRY2MK&zS(15o=9dB-QPeLQh z#dVR#V7-8Pae}|=g8=(>u^sd#6xUe^URS+>hBgqP5d{V8{=Bj`h7^04Q46iRYdgg1 zjqpvkAN+6-;>^p)6Y1+x*8Uj&obAuYQ|ndEWE}P`x);FD`UH=PE1#OR)U6`;r9of7 zLTi@0dDj9^&mlbJdTqJU#hQg=`g9Bwz-E$X_;(qkXVWDt53BpzF8C~}f{eXylZTyH#&!zXhW*`gZ-?Iu~Xh|QgQP?fL4 zU*aYoePj#A7MjP;mWNK z(pi#9Ud+2c{phsrhFM*#aX#}&;2WxF%r-Az`t$9D3TF?@p7{rV+IqsoHpdb&%bDyA zZ$JGwFP@jiQs(#Pg%(#B9BKBsrKG5x$x06!r1!}3X4#6quK0Nt+ApwAy)|tsa9_b{ zxG%Ku39I~-q?<}<{sib#l}e|=^@4|Xh$_xi8cIg!Z^4!clGk1f1}B(T60j0A6*&E) z&f!l1RetBM>sh-}W>+n0)8kl;LTg`9mG&rZ{nT}DY_ZPdfo!InAb++)zf zcq%Q9(51d!E2Dw4E{GXI8it4M1I`|+x7!8tycC@69@-nKtZ~C{d#=^Upd0+og3y4z zn>PzzCZP6Kiqs=7`x5CL_RTIX{Y@2DEEV6V&)M?UGBhnbptRK6Dx50;G|hz7i%@6T z0!Atx^E6wfMWwR8MUIJ2!kCYQl#k^p&@OL0B0Awq`DkrdzVDNJ$?XSO46<7p38L9?5s_-a(>V z@aq%IQ3`oSDSSUD7*)zgR+7^1H2JZfX^iC5M-CUG?j;&K%jz%Kipgq^_f?u4!7Iyz zV_JYCSXsA}ptW$az+S_X?$>^0@@{i8uDdMV3l&y%H0avC0?-N9 zH55&0fcB>6nQ5E5!>rWc;#X^%K95e6l}^q}Z}&<4!G2uC^6i6Nc!5x|C}Q9YVQ|A( zDh5KhJ!8xcJSD$>*&tfK?Tufh!bQ4rE@!0D4>>^$MzQmZW;jImK~Rbsgsds*azge< zl(<(J2qkCqT);Dw336ASW7}Y7nt@AkTpB=RfCg`_E<``Hf@sBaMwfOefESkm&#uRD z@2Ukq1>4p(&bmBq)8!qgu;z2=8|f1{dGhk2b+twV#b4fp%|bE*k)%?5kuxzJ6Dn4l zvKe8bC#d|cPq;UC?#)4sV=CY*GFTSii=bG8OI{2doA~C_HBNdc#EJGcWjaEXCx`Aj zu%LLbX%c~aeb`$9#A=k-o8;BS$Q9>0&K1ue!!8(ktM>1Nsfdy;5bTU08^Ry`8%3D& zgRIr5uHzzQB7-8AE;c8-&8!tlpVB?{ORWHq^z|Ze8si=TQQ<0~2SA_sAPBA1e*gZB z>)%HqXkcymoR!YDiz82|Yr_Zo`H>9!iunWl#m(8^BK6dVw_Lzwu6 zLyLzZ7CWnd4ZH5OWporO97UC;DGu!a2Eb~Wn{Oo;H6YCo^vWKpv;~JE^-8KwR;NFN ziEo>0?1RM8NF*mG500x>S65$xoVuOc&A$Z^{t%%1he5GNLb8UdA8k7Ko)|8qoC#Nf z!()bLTm4O+Jx8)lAwVri`uQ)dWhTd`?>N6m-CaLc;wP#V=ZT~_z7|qfMsPMY&iN(;NOWO zH34v+0MnOL;21-3Bm6B?2u|M~JU z3|p1E9fe}f42PagZ7&~F?nDtPFPG03&RCF!e z^I~k<3*j%BU|Y%hN3z1b2^BDbsR!+M4V$(2`s@;Zh3ZY$sUG;V%z));pA zlaV|zMmNxr^$|@nPbdTHi8monI*%Mi87wld3^IP2!N)calaj)C!zEm1KbDK}@w?_9 z`XI;c3;b0!l2*($qPBDXd$VqFx8SqoyLW7>?a5I5*Mj;A)K>5`@D$T68pk+~8T5XR ziJMV2N2p-IY_pE*8^fZ9H{@^b0C%a2NfjS{-|I&?9f%b-fRxAqg9m>d6Z5u<^ zq8X!-p_~W`F1SPGWl4b$uZSZ5nwiFz8)nTwq0bd=J0pj5tKHDrq146mE!&bUD^=hd531)YDjzv>@XnZf)HVd50-?)!V`dW}NuGS1t zxfAQgg`GrkUizQdNko(M+Oi7!z60mLyF+gt|5ma$xC45w#LeEOCbDVf-L-1BMBY|$ znrDT~I&)B%qi&c5%TJ3FJJlG3oid_DdL}k7nk{=ab&3f*OzwIX?@7}7IWdHTi07vG}UH5kpB&rwMWg%)sjcOm}dnqgJGx6Yu4 zcMg;Lxug8R*Fm~fiHKf42t9JW?mL)S@Y@Xy>=Xmv4EarVr3TodzbdgH9Ovp@5YOhU zMJNJ5J<4KrbXr`@GfWOiJ1!m;j73`PXU_#s)(b<m$_jDc~AwVi+Lsau6t7MFOJP{aZIp~(S1Fd+RI zo&zUr)v8~5oWXgQl~4cBQ*Mi_K$nvGGl!2*VrVJiUCaUbDlY-35IRh%xXWMTj@yCLl3{ zm_?9$xt`|mopXoWjzLqHN;(DhEMB5J5`eM13YMuWeMB1|Gab&O;N)F7CL&8A%Z!N3 zs9`hLX+e7hIgdy4Sw%EMe7frnEFu?;FJR&iwD%*^QGQ>iifaL#&PGrgcsttn_LGpoho1Gzt^$ z9$A~~a#rxq)canmn?D|Uf+<9$ZQHFg+r)VM?NLYU`C{se50XR}8iz{Cxqr$ zgBtrx)l@0l|20AiBPO)FctPc@(>1<|qjmfJ&D27(jhDf0BNJWbA5HX8h36KpU5)`3>OWEPJcFMdQE zm@f;G96b+HY!H`)f@rH(i;YW#KSC%T55soy*IAaM!W_}ar4QmO|RMAZ8w~T zSD)Beg?Dz)YibUnof2xMXuYFYS>YxOSJ8`_c{_ztv9A@@Iee@lQP~Az{nMYa7{a!Z z1J#J2U46=iU`zBiNAm&2cqCWMc@5F@dNqLe3^AomLO<-JR`m(Ym8HkeMz`Rr*d9U% z9$Gy!47$w*s7%R+NdzX)7DvYBryB&s7kPv}mkE zy`|v<@!WsIrLo?w`vqz3V`wPhU{_A5RFoYM`Dm<$^a3} z<=~0ZWPtFuG==Ci=xGKpjt2qr7b!lEn_jQV^akL|T!xh8JnXS&-UNu-BmXhH9-dDN zBs+uabfL`1@jmp}-DDFY05hwJHgD#Yd+YSi2UV}8?Wcjte?JC5%&*CwAt#YZB(KfUKVlfyXrVyI0h{>hH zfBl^R?xsm_Gy~_Gte&pOj5UOYUGNEoZwDL_ z{$Z$M?XSp#hYR68DgXn_5#tXWG;;dAstsBIRz1Rt&hhBOs}3D~tOe(tqZ5J)Zwn|f zaj=g#AVwa%J1Cb|IbN%o&L!lS^zgt0vuYq%K#rpA0_XMpf-NHv0268f|KX8BZ2KW(~ zUtg3OZn}3L9==Y-n=YJSaJ@G=AJ(lHTouQuTIP_isX3dyH58rK#hK>E4W6%|l86?J ze9?h-rsUy2p{6z8sWwVyv4TsUcL(-V%*8@%&_$7|c?7{8O#YmbI(#|+am7=P2PhA7GiKE3XwWtf0Fg{_%c?!h#{D%JK(N4g z?ylKdG_fw>&o9esooGkjGjQ5FvVw6a$BsLSS2_=#6@C-Za+Hny#3l&wwLW;-tLjOX zU9X#S!(361EQ}%0A!SkJ?BUH9#7UWv1!fc0MAM0)jtsRJiSNISGudUyPgSfglC48E8 zc$qZIz(HIinq@Gd;!piT=A1*0f=5Wk!e^PN63a+Co%9LXt~}H8;a5KJg6b4L>=V|$ z<&+o^g z)_UiW5m5#)k4j|8yitm&)GCqnuJlx(F=)@%{{u@XUIUb^!@(&0PH7T}=s>tw_L2M* zc26us;41ZWck}@HZ7}MZM(=eTU~R-N+dv5rCpzW4GT~TPaW{ zLudxlRSo(J{o|%vB>`A(YO{fbBRP>X=q9TaY;YUFlzoeBK5}?DMms%`-zJ9f88i@% z^~-1F0dQCZyS}qohG&878rSpVNHd&E%}8i_Z`!@Y3wlTQKDJZdwwP7h^EU^d%S3zxZDW!*{dxJ%5jM8&h>KEfER`A_4+E7x`#Q_wD6Pt`G5fQt*%uFed%C5cLP0b>D)Xi&g*hw4;vL zpR(feFl2R3tQ~DMl6QB^5fzVDFV|e>1Q$Uqrl~6qKHntJ{Q!lOrV|J`J{8_Uh^tBM z5Is$xwt+V2#Ml82C;7zR|82<1YXvf_DJg9I5d}c7aK6y4`&$MWWY-UEYTwgl7GbBz zK}WXs&e-Ek$ zPg;gQH48Jo(wNw8x3dGhd3yo(P&;LnP5WMxqB&_`Wn0&MHLUC>Oq>%kt;obVdbuvi zl(@E#wK^YfHCR!VW?0IO*xaHtF30^5Y^eFI3~hRa50OC{$uiLLaOXsQ01mxStGHy- zxoj`l$LrO3j^h(uGkAXdA>z+Mqf^((4_-SwvrblAB@~3UgaG=X0T4-D&I^M%Rs;9}Fm?#E|z7^rus8_*cW?r8XzWKD) zXStew2Mq?f+-dBsS4scMGwc>qXc_oSk?tNA(c>2{ZoH8L!ltICn%C+HCfI;fVz_Pd zUOZlG7&{Ga*{L@987^K}q0f;=e%=?@RlYj*S*9%NDW{ z_cvCVah=H-PlhBzA2$$|*5$Z;{Hs{v@EA`+t)e&cTjsckICGMI#RJ32rK*Xt1abKA zGV+JFBZwUwF*i+`4-XgK$O?a=QHA+=rum+@U z4)x77V96+HA}t3Xq4E(lg6+^IYhcvBG7TaZPCgtO`mW->c} zJ+c_L76g4RNw<&#s;<>w^iF9uPpYb7`<-O!I-!{)#KeO(1>r|uES0b0_4pK*n1>9vRY(WLhg?44QB7cpbWn= zH!6=Hi14dICC?;3_8*l)y%W^AlVGS_w<2vPb>nez>mgBjHPOKT({oe9&M@*ChIk&? z#;Bi^%uApVZz{wjETYPR=OtE^75qH&BR;twbQ8X60V{C~SXrR*R#AUeU=;rjln;$Q z*Q9aB0<`M7%BF>#jMzM=rI02Gaf|Y(gvR>oBW)C00{Rv%rd%a&JHL^>I2_<2kUXVu zN2%9OH6f7eHZVWnCKobC@UzXU z{pA*vBf>kL`8+CTyN(0#jrea0TZ1D>@7!*tc-%1P%McY|5PXI_@?G$Rt^NpfW)QV_ z6?~_z>=CU$oZGFUCZBIU`X4eWiccjZ)+t61Uy1L!7jUU!Lx?N8Kc{cZ@&a)^ESCQX z>={aAC`aY5v&xj$r;+V2~RQ^87M?^P+Cgj zFIwtl-MkA8>OYDhwvOPr$cv(EsIBI_@s*W6?FAQTJ-)(3m4UVr7Z}kZ>5ojF|9b%xVb!cS?gV618aDf30wa}ZW!+H*t^X$5}{Zw5K;hU1w zAfDZfJn>Wy*w8eP6a4I2`x=VqUl3k1Sdmf_;N!_~jHJai<$CIfRbG zXZ;bIQKWY+yUibIPf1Vd$=G=0%%i4WcZ%Vv^BeJ~U94SKe{*IoPV1&JPW1Qe6E-rX zoj&+HXiL9q!GG?^AklB}>Y$^cg4k0PW|@hgUq|6{|51{}s5TH5SUyAqhg7l9oii9v zVw@RHJR+|5%R~VLXCR4~TCN@M?UfWphBJmA*@SBIxQV;P7-5ywtj+O&&qBfsT3oep z&_(?7ZUi~>cE#G3NmXF!<(3;1@8&&{HB|uaPE>rfZUbRPFT*nPIXvb8WJDDMg!bmz zXiVv+s|?-@5-Uy_Pdghk12sZtqYF>@{BQF9P*^g)lIlOb5qx;JRGM`cQHFJwbak!& z-255;=EQT!JLH$0`M*_m;QuqsL0EQ%qFRU}-(en=xnSEDJ4uLG3#VFq?!w?*XT>e<@YDwlt9+e+Fa zfK0LZyNSk6$$&SIy1hVw&If2dn3oM8Cq4Y){f`MqoZ{Fr{6=I@-U*859sgSjh>q+8 z7d1!$6Om2j>kH`Y_9K2~3JS$iVEsc<;SD10@Sbis4Lb`p1tn*5 z$p$kvfs4M}>KO?+dRR0(1h_!JDSELk4EN?FYxl6v-dtGC1QITTTnoeXdI7g(i?s%Z z%N_0va)Kl`tN#mtXJ?<}JxOtyIZ{l{`W`K)EPYnuvCrdKP3HV{2_C0>RqqTjz?*k^Z} zhZG$Fmy1lJvvQX?e44<@oDJ6&O~XY|Yp5d2VYv1S4)0#LN1CL5xRg>$MilV{EpkDs z&725B@{kd4r$K!43WrZij+*X!7I7s3Or|2d_}9=%NIvNCxX?#WaC=|%XPXPnp-f$G zR+8O?wF1`Yg;cxNa62UcZx}(NwBUh(tJTKVj{jQCM-PF&I0JxX&cVkTU*OKCaqHeS;B%ox9^j03TZXO8f4c9~BD$$8$@jAV+w+~RH zQ^Ko^84_H0Lt`HoJ8Sl*jD1Z|-P|&rO6NrOnX-C}C(AP4wsHoVowV+*Ri`(HK{Q6M z$(Hr%;r<@o+aCQg5DX34`eZO*lylMOVIic0ljBOo`e5NBdH)tuxrta2*NeI(?nKM= z4z&NA1DA=3$r(n*8ECT15eI5McyAEb;hpU><;q`E41RT2Abak9Jyo znysgK)8{jbSXCiUj*+f$+Z&9>`fsLzZv$`tJe+ZX>?L+!rF{OdQZ;TN#d+Bc4Ag}2 zGr&`vrw)0bw(GtN-vC9|5^OAJwL5P>9Fr4*Hjj*X%S>UW8){%G)7ML~l-|wvG zR!Z#FN{+6YHC!=Y*WBqVLoOyVbJ)Z_TN}bcN}C?_2b5m7LD+i%J406?jZ>#i&7Ta+ zetP8zlhnTWx3e_#gf@aBzxfximk4s<7*Y_vBGb{-KpFdC#^K9CdQ2ViWPJrkKg`uz zf^m!3Vhd)L`d-1j#JaRGkoyMP=Iq zUykKLuk5{(p+xlRxt)DQ+Rkox-7?b4Q3z!vq(QB34cNr|LdvAh5E$qw_{ui|zE{CS7r# z0!c?aBI`+&r*XD4d^<=v7Mj4+#`=FCyc7_PF9VkyA~z%^0mY#T!FXywb*>`!$V}`J z8LmF?z4zf#;{V|<={I7ec!-4rrb-d#prKtaMDsgPIGuXj@&P_gxcu?u6Gwfm5qYZ) zBOxdT0WM^j2#CZq2ZkT+eKdZpQ2Mx|Xl}4vi`8elz!m~N&McU|Vt{7Av7@Bdi`8Sc z;5HUg|4Mt7fV^&lYr-|)URxp{=-^lO;;&$*sDD+$8;+O+FxPk8e>pR1VY{j!yTsA(^I1KRq#M-Ec-h9DE%D8}_}IfMIHm^%!7;ov`tn+#||crr!c zuI!r&a1W0%uSbif1-t()B@9?zuC~<-X zZ1;t$@=EwTBu{!5C_8q~*~?SHes2|(v2wQ9^YDH|3Sa-|Umn>b3`{tjJiJ!y3Lzi*= z`gFq#4f$m{B|8+M+;iF&y=(vq05VCv8*tYfX^HM9qZ0=K?Z$J{gHggoM_2s7GeiqE zb{b(p`gnl_S>4ko&~;>(s8G#!!v;jx^zRXsET|5vcGD#GXP8`D*$vQuh-6#M*; zXV`xOKimC&l+JQz{`|Z<&hLqslRfjGm!ZOV(9st1Q%GKH(k_w*R5OLj16r7a5+QZT zhL!G9unskVk1dAFe;(qCT-qU{PUP|}>zuTv2$Y_x4R0mT z*u>OyP-%>byel5;E$|c0_LEb(t9(~u?Uu6B7jm@Sn3&|vNBD;Skg1(+Hmp<1v zqq&Lup1+!tlfFx3U;?u3R3H51x|UgcZWm5Fl1D|JUeSdNwA>amyG4|h3g&ax;Y@=P zSx88NM!Jx{StQxgo(kYc>S|bAsWJg{7L6aTW#+oBPO9KFg)<@YZFuhT*=r^*H`f>9 zXKjFd#>3=t=CYyV`nAj3NF)mIjw9uX9Ew1IJ4I@v$G$9B2gnrOdjQ2jG9tRrWn22&xqJ z-rkUFfNNtX%EdVN?VdmfrG%z{Oza{^Doz7G z3f6#(^X(yCDL!}Owa?$T-23bjyA;Z@?Vk8JXK*xv4n*-_kk!QB;3f>zzM)21JoYcR zq9O-SIKZ?Zxh?UNZS*XG5;SE`0B4*2dAKZBgZ7mgnGfx>AG$G0Z-qYxKuw|r=nQz; z`hhBZZ|eb^=fES7@xZmyrRAQBUymSHjQ&rT>j?_k@6ELBc&w~QWQ`H8w(j&MZr9%m z{f6x9RI#;>EqsLp$)MGOr^b9ANCDU-)EFqAECwOoHvbEeAV<2C5hdezGmysRHk{t@toR5tTmDq!M))lZ8v9 z<=`HLrgwONHcY=p!p%UbG^luuoLH0ciahKDQ+un#V=!`x7Zn;#cFG=Fd3SIBbEDVrDc6$VGwQ* z=#rg-ahz#iK6}&>iYnXDtXsG^tP1Z={{15%HJ=})QW82SV;N?CUZiz!U!k}_^ufz{ z?8y&%UsjQxUgFrIrf{&2S??MMa_=3f7zHl-3uGEl+ws}mQO`3R+_Al{2zT{vuFcKx zQ25@wvaRcOQ9L_;^7|4#D>k`@ht+&?K-zs~9pDrLUG;XbH+R5;>_Z;J&w9Y|wpSgh z-6+eI6rqzvAmmzRoPM=DK3TF)_8EtdE05Va(#I<4Qm)!T(U~qmV(doIn)|@ zUA2uH5j_@rC}-RejG+F$%HPu&DE6y^kr;vyB`SAk?lFhFb!^~@yp#ac^K?vKsw2D> z&`%$?A3DN0QgP`ICi|#?5Fh_xmnA$ud+>Z;@ANgXRiYGZa&@Sm@tpd+PL?TqnCztd zt9Fj&6p6@AeK29X{{)%MdC~#i;gNhu3e<{kn6|$ISdAq09|^BTffWYv3a{0GSNOvR z@CtwWjap3rzAq}3(y}_p4DC%yVmiw95*cg?6I!Bsv%WwTK#NR;3(vvC18J zMG1c1{enA40rb`WY!RQeX@EnC>zrY^2zxq8%+nshDiHuY^iG0coU$1{rF|vu~g0egEsMbeeElh@9*zs zj&%j|cW&{Oar`MmyJ5x;V{Qz%IMYy|C{7ZG0fKnY`ocn=VHek;+| z#p#*E(y!sLEl`gk0#^sUyNI&?E17grT3T9Jf=O{5nSn@+{ttWK>H)Q8aa$9JEJO(c z=FcBc9(*?a8K3HiF2n6KcG9Rk+iID3&m7Gw@s)VB&_I@mz{ zB^zHH=|Yu-GqVvDO45-m|DZsRd)Zev4$LftrEwn3jgn)HwP9wnG57n994-rp9Vj~Z-jeUu*+S9#uhp;ajR@5}TCj6hSsbH5g!7H!y;w$MZ??eB8%!)!fCX5Z$&`p@XQ2OHj7Mk85L> zcE)PJ6ZeNMyn99D=sFn5J)X7%$`JZ*=K0-dI9l-4G!L#$#KLO;Q_`O>_tfFK((0;% za+U*@NO+Swi)=cvS>#uzdKo#!bnsJ-+3euWNvLkIL5kylRc!ZOC69Ql<-c|m&{nAH zFK^w)`06YiP;{_z8ZL&43m>rn`LzU*?AUy;O{SEZJF{Gi`y zKBS^Ak*z`yIsP~`RD}ln7CuaG$hUGrs-c-&?OL3XXF4>Q9d$Z{h3$dFf_5 zF>*u*oGXdXMPtgeL*B0=?RiFodZwP z_6hHFs-F0-Up}s~?ievuBeE-}CS4|S-)s0fn#6|h+fYfHo0vEQS+n0Q-;kPx@ZHh> zsRZE3XQwe>j?x2*NWKfsR>!+JhqP8~$%B}uW()l{m8{9f{>`06PyO#4?PehXZ7wWQ zD#c0&ch*r+wl-Jdb58sX(DAZhh+)j;PxLEyZPq{sjY(C$Kn0@0Nb}$7Vx?i4Oo7BV z9RKk@!r{5?(((muZ`Z*qyM?~WfZS&@PdE1vrmq~~Fh#yCPwt4H0n+<@wDs7Iag!-7 zN?Q1Nr-^#%5tcHDLtI+^kL~M`jsV`eT$_PS@y<1Al@rfzq5?r73*#r7o_@KyN2bO) z?#~<$hZlVc3U*@Yd!r3x;(D;Gb`Im{5LvbZTDHorBfF-{EHEEzhxwqcdULt21Nvi3 zCkh|-OB3~-!?yB@O|vw}rcC~c%tM+ktf|HFNMp?m*Lja00TR#NoF<|9aZn!7r;SX@!z09wMiYN-%&Q?vdv9Rb}t zaGdCZ=(`@i8z09h{;gsKD_6lxf8Ib;|#gzO=x?_0Ywtm$5tn z_fU)sE;B`0BsYVSeBpP1qNbF;%GSm{rjIjC&UVM)NaU<3Q}Sl+u<+gu@VJy7uNg2+ z&`0LE#4F(skX@c)Nv6kdCgCr`JXCaIX1!3}VE$KqCvcg}hcANhQX!=mD0(Rl%I&36 z1)gFFdreqY(6jv(C056g#$@a5kuPRuxI&h){#!j`FLZcr`n1-}pZvX^L5;(v+{wumDP@Ze z+N%D(;jD_nh~B@?V9hZ{?A*h-6iHi|`Vp-g{rZGgwpn~!;f7enIu}Vy0Haj9Y`j*7 zbON`u(23|Ag{1CjcfOJ%;6_q0E$R4Vo1fXq&F#e@c%fv3xjmX2x+kE4Rqn4ItYk&s ztRl1K@^@=Cwurby`wBDu5hM>5$Z{uBc;2J@{pZOvfNJ{JuRleC03h*!*c)~zkmZfm z?O*3y%BOe9`_n%j9w+dbev4Z(&bO1aI{DqP^(g*je!}aKUE3>5*{*5DKV077A`}?s zhrj_pFyot7eka*jd$0db2+1Z^IJNMbSK#(o%~~;ro8cA74ng9De@(Gt@(*Xk`U($y z=O@cP`nY45dfKcgj{}g#>luXhcyEQlqgxLl#ng%<%0>-qCJ^1B3<;+}MwVFC>%a zf@de&NODUAb!{ zVXCHj+fhUZZ6mK};~l2+Me^C$E%+p|ayVO09$YrmDib1OvIB5u1-84omR}ubv+gW{ zCucg+Gkbycs@)D+zm-^|)VR91ppi2dh6>kTd8jr3ZmuxI7VBNlF)T(X&~kg5<5dvN zb@k!*;{dE`d07Kxc@`p}V5E@&Df3_Sa*YrJX4ly$7fW+yQSH7cjCe~Fzpferz>bY2 z*j}Sp_78A)-Q(uCGgEc(Eb~NuMpbvukMs7Bl0@bfYpTp!3YJid%!|?sh)CKI8oE>U zC}MR~I&=3kSAadti~}<^$8#h_xPCGbJDBk=Cq%-{Uy)=(SfTG&HVD|~(y)t%A0sG+ zUL&nyf4`iSa!L^(``9N&Z2j32P~D?k{=rlq6cp5Bgnh|JwzJ${pX==`MGPvXeK!kM z+5opBq$<(82oAR0T>b+t+1(%sT!kzx8*ppenu>SK83#Zz*EX;67C1!q0EC(+=d(Ty z0ae8jEimnUkhDf0xXmgPjoJS({AEU9y`tYpFSJ`gj`<6^@TtSXxlvI~_E|OeaGS1 z-_f13@ALP2M6A^04{vSH6wcXZ1`M>Vj7uLzX=$K(!DkggOc23fe%+SZ<;$06@o8^t z_W{#Ks0Wj$wT-qQnGQjJbztU@Z4b-{H4P0y3wuBgM2sojygB`vH>sd5UQ6T*1lmdG z0T#$C`Q(#7d6Lm~$O1J?jHNxi+T9CzAJ0kj15X<$ymwyq&km$M-Pu*WO5wHmT>&4_ zikom8d%e0I{v^{{VUC_#N#`Ml9T+qP4vp9FV$JfWk2wuLkm&ANfI?=E14nwi7)nCb zkFyMLYDjP=$4Zw!qfs{vhZ3%guJ6U(rjaL{%h?n)u{Fg7sU?5drYUt zJ2+Fl&^K{y?YR5pA9mNHUSXVc=%np{25Hg+eb#s8yXsVE+h8DVDo6&YToEu z^sB^=JQ)j6hzJ8i>?dN~z?Y?-d6&}C?7Jo+ZuyQ>7O0i*#`6maB0@~Jf3^xCH4mb-CNEG|lsX3Xa^gtL|Gv^^JF?-{ ztURB5Po-&A9gCa-UO9eOY^(T%nwpc@#<(gFD zp+V=g1|n!1K+?CsjNEiVOP-9`BPH(}?2ljru(o>3eYXdII3cp>0$=%| zT-jS>IO?aRrdCuZ9ISdL1A{Rb`6K`KnN?U*!+6Hpphx^w4;QfI>hI@X9n>h*O?`4C zKi`*yX7jgXf+WX&H2e2}N#zxp=sL|0oR@Sm*L?U&$sC!ULRJsdLP+h;`kVxXCFrEs z$AEU{c)z7LFTbi=a;a}ge5Uu9lUa*V)0%Iu^fxcE?3v|4Ck~v8jN?04v7Bo1ozo%< zX7ht|!dyeE={>hxOVs3-8JVNF|?no&(KOPvmDm^c%{imWWwYJ zyQo)F&ZMpU$KRio>1_`c@M%9d`4ueL@ymZ2PqQ!WJYqR{GGekUB_$mg~)DcQ?Z1LeyRN@?IaI>E1Wh zHS5(03pck&u&@|g$s`U3k7%vmYjHaA)-3<2tpa*_oqaMk&i_7tn&Q#KERSGK!Xlrt z0jBuxl@Z>BZ=nzFTfDDP1b=;^#{6dgnl9rxq96A1El0~&q>wnt{2N|w5Ev1g{D5MF z`S6(R_S+W{EncX5#>W0q+AHK&F4Y)5@=l8U@X0T~l10!KYFPwdx7?G=y~QaPsL?A- zfj*O}6VfnO^aJr-)ntsZE8ylvj~=WbaBm)nx2-{~$giK5K!6BikF@l31bRipdSAaL z%=z(faXmb@oW6klIX(~DK8C3t{ARTQ4vqG#8&ufb+1WY8#AF?>aK-n;_`Q)r6*W~t zTR_&<<_n&&bd#b@*FX95a_yFW!GRi(sSI9j*zP;hj7JUmVi ziwy|hFKS)U+CF91pLazgs^6l3rPKlaSTX$iWTKtu8Kw^gTq4JbCx~7QGIj2L1fa!g z`Pbg1Da&Z_lIRghgWC;#%E>J0EtRh?%PZ2n=oxt^+yjNuxRT-FjI5TWZ%l9Mip&-| zmQ4q{;UYRI_WYR%mFb5{axVk~C~T}TqHy0Mzq^6)0dflSXvA@OToQGGP_KElz4Xg- zQ6Ch0a+c!twxn`Tx!y|8z5VeDsiDRGEHUpZS)@-SmjgInI2-&%fAP5u>n^XX?YKGE}w$?Vxx!%A%i{Z>lRE;sA@EZa{!0 zDDutn9-L%gCdW484}JvlW=(`e&A_t!T$ zS(llE%hl9*)Up*KBQ(>?gU>|A4RMOGbG)$HJAS4HBHB?MHNKnx}@bFQq92WB=H$`LOE)08*aAao02_2(iM9%w`TSZIRV{Q z9-?uOS(F1@#5Pk{!}mK@#JE3+Zb4Nsv9y$bh?d!4(plPl{)=^2y5Za`<|9NXjg5^J zMY$ikN6#*zaL@GARTiRDo^m9FJ@gzhId#zaP2+j{ZQU(Q#;T^Mb>H?(>xhL|+PQrJ zxf0dcO_o-35#)BF1DC0CacGrSuHs~(&*OZaNp>n%$RLkC$~S4dW>qz8b;7Z$+HEJ4 zU2KQQ;Jp=3tGCh{h194XRt3UTSudCp-K#4#znF0tPP=?3r zj%}Prv8$tCnG9_?SpI=Ccru|S4TG6z3e$(1wFG(v$nbON@vet*DGMA@qnDBFaMPBL zMdDMD@4ycQkN87_f)@nL=14$!(ke~;q#=3fE~`|uZ^QU)XGv+{YwaG*S#E@jnleu^ z=LQ9Rw2c0yxX@Nyy+(z(<(C%oEX@M9;j;<$yC|<9N&14j3B6I+1(OvBb& zW^XKHP{3inb#QcrMQ+lhMJ6M(iPyO;=uN3rWr=4^$sgO+_kX@>dU|CxDQ2oF@CiO8 z%{D@>IY9-zJo|BC1LDW|M7@>hC8A1dN$X{?!)x*8ZH2MzJ5<-1R}*Zma3}BQYtzy? z=|3p|hQogS#vw!Riyv_EtNSU$q9ZWx zMpWMLs`$iO$*21YSbZcKNvKhHofNNcgdO$W9;!b&NEk$VsAZ{^4Rz6N_3AU2Sl_z8 zwDuQ=4I6p#x^c(2lSgK|421Z#;l?12stKb8j0*+y!f*zk7k=@&xYm%5nH63?Z=?6x zFl6}}57}qksFoNJccCM|)MzWo)xzAnIv`vpzZ#m&J|3?gFvZZDmrhl-$^j5{g$s9% zSI93JI?KR$yM2u~sXNkczbj2sLv>fkT>;nEb~azA-FA=hbue#?@^$#~<@)&qWfa>B z0CNVUqd(;I`VXhlpIHnazfBcmLG{dabAqgXE&j%KY2KGlsQsOpi=&wqWvW>DQ*?i{QRrbNc)5Nf$WQY7nMxCKaRP2Q5sR7MbW6UXiiG|4Pxk0su0rSflLNVVnL zq)m7Sro|mLS9Fu$9ca*6Yau=EYxo4lMimPMZ1JU<`)p1zMn~yZdw2D93Gc+HXDX$t z#T?u3+omslywnj<=7(ImgDF`9TXdeGqWParx+OkJnj7J#dQn-ejY1)3#ROd60EtUF zDaJ`D_DhXavg#<#u2hM~Oj|_z4m|K)TvZ~S(jl_;r~E8ycU&4l8U z^O+kN=t=j8WbzSEtdQA>wfN6L{I_6LR3bjEfj`Rjg*%upCcbrdV9d9V_T95nrjV2H z4}zmLn($`k-2k&;FB3(5B#grDox?iHV|eR~GIm=ujR)>uqwp?q(O9!JRfVfmP0cyR zU%YkbM6XWy$y(T;vj)DYUmKt1iUp|dP%@scNzh4?%Q%J#C&HWXMTmWh-mOFhv-f+R zVzt+AeU{0I=+wgPDUaj~FY=Qinndhs$qg}bJS}SZ2|R*|p6g_?){^*e;TE#HG6YGxVtoESmF)HL;2 zesOU`3MwiStX(GvWN6R%ccetayJuIR`5r^SYJ7=Z(rbS)3tKEhY zbuU9Q|BlM1B)Cz8Ap*9h9`OtUA^I2KVA=dGNC8Lh*vSvTxSIja!CmM&u0k$M^u@c^ z!36`4q=14tTo<4i<8<4DkoZ&-I``{yFq`-E`Hp0T5j9l&Hj|i*j=aKkRM~2$taUmc z+4p;;X-y1Ex&J2-_tW^|CE+`i2>2ug$o=4jt(#AicHL|J4Ls@z?#K%FQ|iN`&5AE;*)XWOu$bR>RzMdQdV4(Sh|lN9C#V8NTW(>5akNIVI%?AsLr<%VZBd& z7#+O_2dN??1UQw_vPj+mu8cExkc|8MuE3oXz5b83Pj74l0j zu(O{>4ZtFG$+@~T2~VDOd-h>V>{>Uy%qk(vO)oNYMYiYxEp2U9T`EylL8YsaL*X2j~*?Iz!D#vtY?bET02xuo)Ms^fgmk?%1s2N z1LhRs&^7ZLNFOsuh6I$%ZY``H6DyxlqnEjpt!TsDcRs?Y(=KT*>=*e`(=0O}HIX~{ zO?*UW?YZI-7F7N%%Cm}feF1`ITK=VGSbNRnOwSv;Xzw~(Ie}%$CqY^T4&*+=De{kg zG3#V4x2PNuY)>P`dniqH0mcBR!IMO}%eIOB`!H#QT{dwXd=@kh(@AElo)XaeL9pyO zB97?pXMTezK-l4~Dbv%d^ny$S zW%k8&yxiP|=CPboQigndd_5i&^y8y99=wmcuuqlW9g zd3P9PcL;LIk7Z>s_t%BMZRBh|m-MRlh1?~&_4js-8}oxZLy*s?nAGn#5e1ik9!*(O zMSqn9U$&J)&gWDr99ItNq1(gY64#;<=d38t3$=2XSKXN8Zi`Q7>S$f`?YE@-4_EyZ zh<22yl_uNBpgnFB+zh9h>iL+Sm`1L4d`hhqi%vj4@$gs zc>ejzmqy#2ErTNv(UiPU2VqHulW8Ksm9Koqz8#&rfes2X@pfZuZjfmHy5D{O#s1c- zr|ZHcWvmqErTr&Gjo96uC3!l&b8kv2>*u67IQwEwAls09L7Lg;W?jhtd`mlqHxp-k zWG|r1c*O`QVP_V)vlVu8H!-KOb6q{Z0N`S-PiWiWGeucRvfy!8OcMhJ8*qtsCWEIa zq}%yb_m{9!=-+))&yw}1P!;AOuSsVXyMHIco?!tTRJaW+UQ#lWyw%_&=nX%A`9b9!}ityD+y>i1l~19k`^fYYs?0FO_#y)uLs?C&9?)T%wHS4?A!ba|>E5Rk^^36*W9t83w5l1DUGi3;y zRy~F|0K;`SzWVulAFD}O2_CSI_-eWC03>;w&;FFSRcx5%f7(T1?bLn~72LaR%JETJ z=QXkSar_2%wdx$UWusks){0qj;Po^73Ln0R z51-k{G@N)N?NBXD2O``gfwp4&%`1|)|9KxbG#f%{Q+_!Uy-3@g&J1gk3ihKaa&;Oz zR4O6*s#tUXj|+AQz-}`fi4`%=JLgc*KyWD2*48%NrtnOucx>IHIFmfmm7hF#Nzb^= zwd-eVb`HG&a}zbyT*vS`H!3H76gzUh<^3+%uV70o)SFvpbMb3iOcIY?TXqxE;rL)K zrpU9crw;AnoTW-8Q=25Cun_c$VztWro?eeyK(5&?xwI%Az53lv3?BXbn5;ITNyh`m z)543pmR&ryJ&s7+-tNXoa&Z(10ub$^Z4xfszn*@upidZ#>)hB;HQ|O=Y;OhdEe5*C zWW{xpI6HnD>u6!Cf0iCJo#VgjUF^XbeevY%@E&Dg{QGE%Cx$5N!?D7*^t{q zbf^y4;Wk56rE39^XZ=A>hd9I73Yoi9lSxD*Py+E%iDo%8sssQbwpkTx1=Az#4C!|S zQH9-XCV`#`dCcQBx%i^aDBnXUxDkaLNm>$(r3Kju^Ql~ivx zKjX79@%UE!uYj)3*XDsb8QG$Ljq@r=BBxO(J7C}2=r>h;f~zIrG*RfIAS-Ne91&po zF2KD_28t~^it66VELJpbK?1nL-1dVoxtPgyk0G~M0SdcgtkT^^oQ{JPP6!mK3xQUM zBaAnspqxEYADDvE}!1#3y^4ILXct2{C`W$$oc*t9mFq~m-ptuB_uiR~V;bo!xJ7V&)B=rr|?H~0`8%VR%^Wpwo!HPOXr&3O+8 zWxZ%`Kg>rT&Q+b45uHK;%Couh?{p&~I>8?Y=Dm!M`f!{*cHykSiAQrkp%k)f+D6xP zPqR#S_C0qLWfa`|NE9U1tPy`~hY-U5A=@!eX{xe=!GEL+&#HXYh6gs=zbt^2{0Y)i z3CzeXbvmmE{Wb54dytJ~QT0Vu(*&|@|^XBMteC5ZZUyd4=68|u4( zLg8%pdLGM(yCkl&L05R?UlzCiL0_-xR60lfdy0WB{fm`ci4mGCQRtHi1MhV)N$fM( z2i|+H3{go(Pbbh0raEJW)1jy~IS$XA=qf0$`oPi=&)Du!-EX85(k)OferM7ms^A6v zK=E}WS+oAl(x|wEVKYpEi~R`CE{5{`;yfJbjBiP|I)}fA#4fd-BGwLmuFEbcdm{JFkl_qjKs+{v_nxi*BtW`c^4;uwdq zi#S`iwt0S6!#GZB==2e~pX0r~_yr+>wvm0=l&m0ChZq1ub!s%j6^ z=v}Dw3M5(RI?T$=JN=8VUFK!TE&G}hgw!pweI*Gyxbjai!FJ7u2$=#(yX+gCWNXM#>n^9+$Z!XT}n)oiXRNZD(XicZ+NOImYdR2|+vi&KO z4g2lIk3G-klv!n0o(&U}kd@td)2_H8RJ#l>u;53FKoYV&m z0q5x!{Ie(w!#-dMZf@FzGYPCuH!VrbZq7XHjbrX~%gv5wj3t?BQ;`H^l&o5D$O-Ri#|P1L#KsNO6DfFl z@-|DqJmutV6ZZyBF4$CO-e;2Y&}LOSP3>em66ovVT3#|QXWbNxpLu|6l(c3K6``fb z)T}EUC{$P&$-(YUzuMjzPTVt*CNFhfbpZt=f297#bE?DB#n*CA-2{B1!VY?4_Q<%| zpS+OAEib`oXDSdZk4|RnzS;8D~(M#~htudH`h(ULMO7e3^891^0r@wkI7EHJ$w< z^6Y+HdN*TczF>RG!($_`#%-mbWbA#rgh{P&kwPfp>@!WezmWWoKjhq@SEn z7_KdT&I7Yb-R>_i>AiCVOF7y^=kNr#Zn~Wo6%jscR!{-3Qun-B<`Y$q_2a0(_Uj3U zlM!)Rpr5*YfSgYM%4e4W1r=Tzef;omZK*1Haus8cRQI&y?p3_*tzqZiY0@{fEE*@DgUn zOh$Th_NT1&5>TjmmlMPW;=j{kKcaK$fRRg*stDO+?pEUBO4+UbDlKis{Pw;fmD%2^ zRA6+F%CM+WPFVhCT<4{f9QUg<81{ZUK;N*V!ZaY54ZjibaHt8MX;1bP;6G<#Th3n5en3IF<8b- z$m;bBl@q|scvxK|n_R0}yU`(!z74OlEYifELy<)W!T>cas^w2QK{!U%E>}}U$ zv=Aco$o}x*&AFgZg4h?+)0DiPVHG!!P67Ib)@j&d$1|^q5Vz{M=conE9e``8}P6}bBw8Z+mPJuxU? z@LNo1H4AT_6f~MdfiCvJJZ+NvgF@va8xV1o3?%mXq)(83iS}|fwyOhv5mxwU?QwHN z=j5B&M5xr{ivoSNX;AVwb2B@D_+~*U4E_|lpA;#Ov|Pv9HNEr)XM|0@z~tL#TOF*e z!8zRA$q6T>Lm?Blv2osXqd7Tm!trr978%T29&@;{!k8o?rqsWhxY|IA$GGF;w7Md( zkC@emMk3ivcuNDGPl$|;0|55UpBMK`0%~Mb{WEoWt*CU9*rc6YuV*I@{pfNLXuLWR z84dsOep$5GZe0%-RJMm|+z%~-{b_2vLzU{ga}qr;6v_qM&w6`(p}*KFZ0-YmMx!SlaG5W4!Ydv{ME;wLhe#Y-CwrL z2vf~YS5@ap-@kl+6DTp&((SUbj(lWtWpOOZ4m@^;!JW^HotT@zFO-OwqXlNXR^a!O z86@A|Es5x4P42~tE&f^#)3aVkdXN{<`M^iK+s#eA5=a%OB~28&g1-rP+-v_Az9Vm2 zDf}V>%jFKZd;@BkaX~4>z#iZ}JlGKD(!2q_LK`vZK;O3YE`{7~hqqF)Nusa-n8gN{G+_vR2%Y3-e z8J(KE7%)N#h;7tp<`NOEcLfE$G#;q|8&|zCjd8K5jRRXx{;2h)Y?$0t4Kp`4ZU{1~ z#dD!Nx$sSs+m60|*RS_IB3+KwHKB zLr!rv-lqs|OmXa;?}D=N&OD#hr_*d_FbI&fsL|FIcBNwZrs`jO)eMg2X|OmHJ!{NX zAFW8cEV}1V^-!W_z$fo*_Oivg3KQRR z3*$7C-%-AGr766ar(*I<}IcqF~ZaM>>l}qjQ#?B=4{VA865< z`{*bEmZtR8{du{j*E>gajGJhJH&;nPz0ZR~n_lm(nEwsh(f7ZI-Q>)(RKE8CJ-30j zAzefNjl(rZogy+i2e6E~JaDRXdSwbzGKmw!zF^jXuq`m!@EH}m&+g7bgOE@v`sxVy z)oRS|MBKuKNoY-`iQ}hNzYhe=Y{I&tZF@0i3T(r`1+PbxlET888JdZBP^ChirK6!e zBu404Sfm200K;hJdF}7tzj{6@Dk?Dp@l0Q>w>zzNHvf9>k%`4a9`nC1H+}nN(ldT3 zz$8J^>1!PK@w3y>HzrT4*s|pGah$VQ?Mbe7yK-55~@uzY&Ie|OTGZ@B*1)&-;81XeoNt{ z!dDXD#o=%PS4=On$F`;`6-w&y$NUWNmsU>b)eil6#EKJm74HuCdI;8t;SP+#x!OJ) z>+gSEP1Utb7mI^&%?f+)DwayXBzSlzJ%SCJ5_6sMz*%8bft1h9yviRr8@7<@%&YAK z0gt%{mx1V~14nPR(E0P{+ZVt~exWLi!~|C4-s|%p9|1u}hLw#i@5`4j?R%V!QCsic zzAfosXR5oX(0t!xo=ZpToL4 zY*VSQCKDEocEx;WnREO6uHI-R9-1`~u@%!m1?7tk+RB({b_Qal56h^Y`#GBG)dPVNuqk19{AW-Y ztyi@cur+y;TW)8a5?HBQk6;oZa8rs`hXN)047MwX#(gK7*Ruh! z1=%1g*INdiurqK&+TGsrF+lz)FhUf~HhHBrKU?MziV_R+%3#1X2S>Sp>|2GY(ereU z(Rwu^x#Zhw($T|Uw*{CUkZ7qz=5TD3$hp0I5dKjAJHH)UiIduxWVX&bE0vJ|$`cem zukD$`lzz#^^e&9fG@$ocRy6wv5cvRrl7`5b4zRujn*gv%%EdT>`$Uej6b$XU5qFH$ zF0Je*f4=ryhLKrmPmD};iDKNUGZ`=Y9)p%);ilB7`l@TNYQ9!%@qnjz8(xglFHV|{+?AX0bl3mgRpzMGPHWf z!xR?zmt-M$wbZ(+xnBX??HBrrl_5wOK6PSurHhq^!ZFX3j>9m`W3nxE@4Rd~(Anu5 zkr%;MnU_xe(sQ!?#4y)iOv#jsbt@MY+nx;RoXXl9M(lwC6&z#jg<58HQg`O<Q@4vIU4R{eP52<%@0u#qjuRncU4V!AJ3a# zj@uzR_onOuRsu`!>czk=IuskumZARIwQJt%eO9^oBEqwx z2&ffCC$@QjMD6sIIAwa^hV%o11!`30q^8P<98~f!=p)Z&l#~zqG0WSR>g~?$pbS!A zQ2^rPU^kkRa1^!dYZi|>G`Qf34%w6O$mZFvG|j}RVzYF!3J{Q)IZ9x5agm}=T{S}7 zfBg2&qUn1t^B3Z{E1hE17sUwYm2V%jI)NIEEP6w-iE(ZAqHSj&Hl#-|bdA^e35YKJ zt2?(@40!#l)#M#L92kX>3ICdo?(WC{jq7Su@q|kvUg_$dJ92L!xmXiHlQLlj#n<+v zeDVEs)XQB3*;&?)gKenkR*4CX{+i8_?G!>j=F)`z+w&E(eXeG(sg5+oCpf$ymnya;DbPdp)ij3QcjT;g; zEj$Sa2kPE{WWK*40C&~k!C;3#cPMrt^3JCc|CcTUo#s`ustef)H#y}EKcB9)$eluH z)S1c$-2O=zmi4#-gG`F<4cvbhSNRXkv={B#05Iw?G*Z;Z?)8Y+af#{ni?e@<_phqD zWeFYQHY~@s|868%(93^M!9?i@?MvKh8DoGVEXOkX!l_fE`QsUpS1s3h{Oat==YCrP z(W4EB9;Ke=aU%1a=QWLXGfN&?Y;B30QOKO4#eH*3D~m`@J|}Y&rML&RS5Yz7jNq8yum|nDDC;RGU-;(DC*s;iMmHw*2RE;h{px5f14tsfwoNa*TU6xq-U2& zJ98lIJO95%knIFf&f64Wgn-Os{X{ho;LX-y)QPBZ{ym*_`XE0Aw9&>RSOHp(1D>V8 z=`zWrCLaa}kAwvO9E@C0E3`-NjZ!jF1^ZSR1=va1O{rL(WR3llufODCAOGe#azrB# zXGTFwhQhw-1OV$^WfLkIBaC-d0q?PKtv=Nj_X33)f#xL)0cTKepPj>qXtWY@aiqIn zFx?MA{Izm2gNKbi{RS)-(!A`Vee!zIV+=p8YH2B@7F5$9^9O};D5 zxEO;p=92(A?#KPu<~QX-#yl08EA&tPEd$_pdDMgN(|Ykwd49y`@H>n4sC>M1Y{cw{#9s=_A~% z!()TO2G^_HLZ-NT@HdtOyWdB?hPH5Nc=)C+(6LeSFs67y2Wy

Ny&bmaY=8KMluN zLb8|n%u6`N+#KIi-jHksmtK%qmxYl4N_O9k_F@N8D5}nuaMgOf5$#;#Qtj-+?GcZW zIK$pmjRjHC;!sUZQf+45*QbVCG$>!zqxU$@WoFU|4R}qY;xs%BE)h?9&8<3F)jOWV zDtn}r$2%*OI=J%q3zS3{ykSNKx?I3L6GG1Fz;;0lJf~L zmNDT@RvtlXm0uNZ@j8eyfbC+{ciIIV)?t#NwEt~ldhmm8z?;+5cL7yNP@j1BVFB40 zSz4HH3^NPo|De14(WD^sO(mQ>%o_lt*lzaf!hEY(bw^gllgE*(X+TT%01gz}(oE+> z6*GDLdK1z!6=UF3E$xXx^(a%!ot-1b;qA`hB=>gIM5y=x+fy zZs)MZKY~kkZTlau1ont7y!~Q>Zf`(0%A=1o$ie>tFv&oZm&_hq5XSy(EJP(eV0!+$ z{(C>FqKfxLY61Hfi1uyw@pfr-f{`U!AmNgOt)5w@TN&1t0YSQ+`8 zM{@FMr{2P9imm=+%>EAp&he$XXx>7$ZS>DkI$f!-@2sjBu!w;FMxWPNli#Kb@0uX3 zw&yzvZovqVW?@V=a#OD4JV_pT9^rZ`{jsiK-E5})W{idE`vLP zdtJFn-dF#97$2^{KV1=Mv>3TFV0CIRSM9bFZY%e=p(28E^yq%hS@`RBZU(F1*q!4R z>?VmbG*Ytq9}v!@jNvfm(UN+*LbxWYrX&5aXy$cy+@{docm`S&!jWtMgSUN*_T`V` zHHXTj#%m(n24QgZ-R1vEBwG}0ap*5mut z-!|^j{io|oBl*l?Hq(Dw*!7d;{m$O?OurGIHshiCD?V|6>J5NLT|3?0-j|@inB}In z-dWJlseO2V10oLY*}}Ij7N3`~?ARJASgI&pAo33RC_RE{chKl+>`T?f;enzOwwk=q zp80oOg_}14cQ&@&i`Z;>G*I3qMe}f1kWY-Sw)TlNf}FGtp|25xPkILw0_^YT%PY&j}rlD~_dX|Cjm!#1? zLyn)bta69D%iS|0uv1k<^H((pH8;Hm;Ou*wlofsPVaJxe(dDs(a?#e|62pf2N2;nZ z;sHx=ewZbAnfF=3Y-V;)km{gQDh!&AK+)lm(A!;^fH2D0b*fygZDSlD-=_q+6oLEk ztdXm7UMm>A9E1DZZ{D2|GMWZkEJ855{}h0r827O0JCTQ7_ZjC(HrcIOi9b04VD92K zqz3JYBHeq`OD#i0H#+C>|LI1b4e0-Rm7Ohc^_9Z0@RqR$Y0=tgX_09Us=EeuDKS+; zn3x-wmA?HG$6!;XDdel4;nPrVOUcY`lXJYBaj|3@gBwqy*WL+Wb zh<|AZawV%y)?1c2qR|n+L7SDv{n%jzyFM`*&tIuZHb9SJlVj$Hy}2*+uNriAV7$n) z=BY))Lc3Zo^Tth5xB(iip@H}>hk*NsVg#3K-|M~>A;TZ4m6kg9m92Pov)pGcAmA)P z;N0TkV#5II@T}l|`Bv8|TK?AKyP17*2s-O2h2ZxnRHRZ|Lrl%r23i0Z`V)(dc9|xHB+~)YuL!>)pB!oAi#ykzkDyk z%e*iS4jx*E$fq=y;QlhXFeY085A#t{c}FV`?wp|5v<8$2jIB|xGzA#_#Jk)lzMtUc z;xZ_H-BAe6pe2^ONqz~1jw5w0dn}O;LqkJx-GC8`&sBfawW||Wc6KiM4-UmX5PAd8 zN42w4vD52oVJ|(A(JgRm_TKp6)c|uld@6#ARTq|dU*)r9b*t=D_b6I0*yL#b%69hf zwo2KbrHsKHKj7h+2?(Dz%-^Xn)Mi|AE)^3r?~YqjZ#^|J(=TL;eZu4aS;A^qf5FIV ztbCS`E`ItMjAppuA_M7eXBu}TR9GDJ-&$IXM>L*p*dcPJ2S4^omWVQoCe2~&`5^U? zAMgXyK5gJA3jdctCdEQWb;x;!U^*{JM^QMS>xz4}qEOV-uSxsv=P%o4n-u2RkAKx& zC!$0t?q0s2^Po!SF2N!tcGtJ$fK2F%d<(((Ag6+`hv)YEuN0~{6t-|uI`<_Tr><@0 zxb^$2{$QsM+Vh^MimM`qwDnYB74u}u^o`b&O2%#wnV(ocrB->jr6zP(y(!CO40iBs z*ugNi`^VKkbORuzf-MSPn2qglgbIYE0xBLc<;sZe*Uv#d-6VW z2Afy@=SA@Tmj}lY%kqCwmL^zD)D5+RP#QyPt{xh-y1u-EOs!ycWpL1n4Vq-AJIlX$ z0hjk27S7Z_-*COU|0sq!OcFHW*K9*~ft!@eB*WCMm@!laDk9?lK}B@k* zER9`RRX{<_v3h0yRM-6e>gcMQQGrminAc=e{9LA0v9qCCyw3sSw^V0o&iw(bl0tlY zH!6M?hza?B+g~2=o}F8hcKu2|`V(n<=3n+#)hbbuMduhR`M6uX&i~BWF7xo3@|!dU z`Fd~FUFuPNL5M8})dU$y=^0FiL@|D|nu-_^g}Eg=RrOe5UC?Nl3{34WVfX7G>=gq- zlZyUWLBp|r`ih}Hx%gNQ)nIYS^2Q5ki%Zri0i1HnxC=_jl`joTJ+IaJ_%IOob-y7J z3(wO<49lLEosN1hR=?YF=#bYpu4Zl$n~L$~XS`dV>-Q{H%I&7n-=LCJznPm`B#pgm z=-Nft%a7tKkTH}ebY2w-IGU*0H88~q^u>d=4^fhUiCuYHtcYXjE{sO{iypnX70NOr zy$E{Zva$~EI0O!?TYFy>kT`w;`^T~}r@3#>cb(T1o_tS`PXr#AVU~Fxq zQavh8Z>91s6VM6j^rL|~_4~k*;IaWv!M?+Szud;cAy%o6k4sMJV^5>-S?P!Xe6TQ=qxmN|ZyDGQ%l-YvfP~v3x?8#B`U4?v-gJRFQ5Wm)Hw4o4 zylq6d$L70y&DIdG+ciMm2I3?uRS@6XV3~BP5PSJ@1=I8(H6J}NXr7j3M$+KKK{7nv)kr%$|AVo zFAN!xxnN)4a zSgj`SVQ+BjK~=B*dE|;h2AiI5Dli>|BBOeW3NxFfLL@t`1%X?VPfcFK%4jirLcZvl@+%`d_@gbzGEv z_cc1A$c=@KK^TOHf-rQd7)YsfgT#z5(%qP-ASm4!gtT;rlFAIDbT>27!q9p4HTrlz zzxO@o{Bb_#9R3hdVCMSf-fOS5Hd9lDFT~-(Uc92p%}Ynpe@0JrFFSGxLx5`hh#vCEK3{xcSOOZ#Al!cs+vCS8CyU^qgMxC-5k;YWysBdiB2 zKjkqa+z`J!?P3aWLo{-1U9*83;zL`MXZ6eQ>kGt$f^o-EW@Bllkq&l6T4lOZx>66} zV@v?_J~LFR)igv;eb||_I4%#IoK&2(Wf<;V3(HpXlUDi@OY)E(MV$!!A&Mx0nzu_ElYOfErztPP=(iR zN@2>;qfUsNfUqVHq^MmX_1(x24@rz%i7rsmmbk0!;BRHsZPat~VpX6Kus%*l?d(P*wohET7Z$B_LV|~^X%&#vCsgfy zPp@Q$x51C;^qQ0xn#GqKyD*dbItSeseA@2KrwKog5{$Rd{Ebvcs2P>^pn{RQs zPPC^-&Xc7xZhvb%r-cwn?!5ZOXlidgrW_RAFY{7XarM^4opJ|4L_WY^9)eK@ZWd&g ztp4l6Kr8i9gr#J8C|4pkhuEUfqEicMZ^h(fv@wwkbD%RqfyA9!8+ zn1TStsg}XQYZ`8|S5J@kzAsg(=A8IYBR*~?|6G6S#~p`nhwoi`Eq*2yf+iaw zI4n%7U982aPZ`D@=jEcUEyh)rzF=LG@2Sf`==s>c)p%!arM9d1gWC0#Ec`K49oZjK_RZX0_fg-bMHEh4uuEk_HO=RRMNsjzCY=P=JEK%b+hJcHKfyHLJiQbzA?9i3C<*9cVB+x3ZGqkRDM1d<|4=B_{?o z1BDvUZ`_59CTCKo%r!5gh;*VgLr({R0URcg3lZ9WjKlR|FYhJU2}>-ZZCx_%XW_Mp zWq>T^N)3LUn!TBzrUGGng7Fr(mC)87P`&K=g0rVn9EETkM!_#ZR|uJEL(VMmgs~;r zHFdE985l38y!V%NUO79xSOndGt`xt*%%TM}v3iM=Y*4y8;$%_Mpk{+oWC)}x_TaUm zuomk)L=W~O_aVPOuN?opRXtgm9noPyUu9p2=SC9s-4cN^9`6JUnI(4dnw}Ne3bRFmnDXTXt8=3Zv#kn*t zcob{`K9F^S3WD`1f3jOFKl>io+B;?vMu`N{w7GMkIla>g?Zb=szi{946rl*-#fI2IqAA=G?dnz_L zReEnrF{tni-2jsw6-WvZg;lboh=}H^6N1@+we_XbQCu5Xj92(>SHk)0=gw6Y`Q`pm zrGZDt$j{)2Psy6^_D@I+Jcfur&p?FtpBq-+N;9=@Cb#ZS{?;1kMKb-S;_C4}Jp9=8 z>({x?J-@9_U;O@Y-~l+4}xY=H=f^*A0To1qV?D z+b-Q6f&N~PE7nbM;`3hvd&S)O%S`ODu6~A$!lk$8Q?7n^nHDAAgeTKOD)ITZsf!Kr z$y{=Bif>{%O_@r+%pxQV>6Oe?S;upy|LLbSFh%sfA$Y*`ZFBL*Ve97Jj@MMPj}!XyCt~^w zxNDA|<$8blEsME<~4WAn@Y3SE0jWpTja zRpRYAc^#da5$D|@ZOO$26RK0Ow&8*UeiRALW4qT3sYx{h* zDt(k-4_$AnU0D9;(~xH;!L#39Q;Pp7or7qgq&+<>dhKWt1gGya%Nrbv^LTO+_;W;< z_V)XI`SK-ghMt~YYcWR3qbqMq7hs|kaK^_(Z0kwa5e6?N9aD4OrGPy-wNG4_rdQ8a zu{kNuX<*rH(UwWkRlFPm|ZmqkTHuw?N!3R^?y~Wvq zsqVSGo%fjFs101-+|=Kc=WOtr$yO*)Zpgc1?z=YfvGe-7&4;@PgL?c&7e8xuY#%m6 z7&eD|owho+AebuTem~U>L%MgBB`nUR!GhAhF?9QEm_Z3gLXx%fnnl=QpC&cZr>CR!>xj zpln7%=V48QPQHmCQtgR^ZQHiBu^yY&oM{Q(v2HRpeIds==MWI2vdT^r1r{fkFzD;3 zRApp%Haa|(d?8-b_)up4jUg0fUMTcY}P3;${W4ql9nI@|& zjqindjtKpJy8iZz^aEtj(lahrigft&)_&pHK$U*ZbC4SsRGBM6Wx|c*gfP+g;sNOPlvBIYc?I(L*FtY9;KbL4gs_fFfKAQGGohE$5S6P&_+7w^tn?M!MLpT zd_;4W@l9y#Owi^oM7S0wDcM%$f2Wf%eJXIlfsDk8ngMC~UfS3b6}aitU}GPqM!3XzFi<%-di+z{7A>l>+u4++5W4rY ziIrl}?C)Orts&mvfI@r(E$9h>`>&DiOE$x`;O3?@4hH+~5nP?oVRcoH*<*v-+&M1B zo~wC4D9yZqMNU;)w->kX(4cIOQ+HUEC{hhV-JV~%-K4Sfm3PJ7-^wVkqEk%(l9iM2 zy30laW=+?iQ3BGWS^%uvaYwBYYp5o9-ml#edHs!fQdUN`DMufOM}Ju3i+jVZey+M$ zvb5(%FO-EE1wC)G%3CpATJ}JEdXe|4`v%{Cnr3$GH4qY@~0raX$8Bf5pIPcr!S>btIj_f6>#fEc@MuA*U@M>qV{3FT4Q2i z>GL7cV(Fah8<3*teKmF-?BXg36KRmJT2-=*kDuYzzG7|@hh90U-V#%`1GOwNB*6&- zt{p9`-!(5u9rg=#i?Yo#Zx$~&Skf`7>%M#03>Q@DTh+^y>}DDU>Ud|<#Op3EC9rN|-`GZH}q1u=}te7pV*tOW2CwJeP4&&h(Gjh#r zxE)x9YwD(b8ne3qB8e21-P}giSJp%NBMLz?C=q%?4dTJ)WfmJ)mN4F6GvTvp6jY%f zUB*>+WG|!gkNv2D1XKKly_6nd!Pj<>&P^BdHA=`U~1Z2XAr zj|alUbtRV2P_I+KT6ih`x{qc51t{N}3u>P4{fGE-*0A-m0O=^;fZ&c8;(= z^7?Tye_mgObX=dqF)7z1JJ&oV*jj=rvtCw$au!#1Hlip(@xVG_JVK^r42_(pVi~dI zWhp4icrhj*Mkf{8tgW}e=;V7wIMn^CWELFbYR%QT_#5=@APXy17UedUwqIpYloPjs zshd#{J)Bd^Tj~wgblL;D{Yx{fY(6<`{_O9w?T*TRC|8!f=d^eb5>1p13(xsRoM^{! z^3$V()o_LovmG+#TThLt`q`CS(}Q$6*W$D5tS{*In9Yy2Pn4bD%06{S3xurCcYF%F z#JHUhS(f;K($}%oGW`B(HUe%0qVRjfdy^OnXIT z=Xd;aS#*5n8zJN6acy>iLYY?GiL-NBJ*Uk&51XwV9*fV}Q^E&5i7vp>C)1bkPo81wtqB`L_mouY%0 z{dvOrrV_{fZwBJJrcu1D-rU?1wL491vwZ3qfpO2BBqz^#>n0p5OO!BkCkGDChJx4Y zn%iM$Z(oV_iLL=o+uTK@p_q4Aush4CsnrI=7p54@c`kT9ex|6M3^1EEf!+7X&nYRz zmiJ&21j#?w!Ah1#f&+#xI(aTeu%&Nalk=08=6VOrgOUW&_JsGNqOi!Ep-+JBrAC}> zSj(4cmm?zZPnF_S1D;EOLd2K*CnX9Nu^hz3vt2lta#;5LE3`8Grl+_YBh9v}>_bJLMw z^VLq>3saF(>OmE8^Dt=UvTg|GVa)|&=6%a+x^ObjGj3X0$Mo!%!z@Sf+7+>9xb(Hx z5)g01`^F%}&$J2MLicZM^dcCubp+&VhpAW9b3JrVe;mw*jnD0Ar)%m27?nv6t|=q=RhQ=;_s#OhtBD+Slji!xwIYqwK}4 zxWis-Ws;W^%sX@t)!5wz>g7-bIU*hPaxhpRO2AnXD@=dmAbAKfZn1-vLIoIu=zVbtr6b)@@iuTB-`aG2RK^Xrg0MS#0!LB-BiDp3 zg^;$PeyZvB>pT}B`cPM$0nf^MU1}3+X8dg{Gy4)HeM(?#^hQ9r{zd?tBr@%7-@or` z9kCLEX*4~(?SWn0A$~R*-m6`HgMX+Oc4Y?j>|9@)NHZYt@0I7D;cov@RBknup?rCN z5)*{TGSTEw>Wz>oZgVG6@N(BI*43eeXE?WLUh#yOOTy+0uwmk{l#^PrOlzZZcrIHa zuXOz?kHzz}Y+^dM_E!Tr>F)2zXPdqSBqYq-s#}ULSfi73C^e&y)T$RIV9L%jvq__0!gDZ!(;>ABiZ|X7ABI^B8`>vU;M@Az)ia*g ziLnhm4DKv}IU|%Kt?%K`W#8pvyAuut88~UZwW^$&ViW~!`W*kGLtE3F5N7yaAQ=&- zY@t7hb-KowRquXIurqVfGOwui}}h|6PAKq41+5UH=X zC%721`Jlh1?kpHnP10DHXDAV{8`Vzz`b3*SUqz-W6JeU6Rvzy7M5o8ZWTWT+iafP{ zZK1R#gn4VGU%waD$w_-`Yr8(3@Rw=p>gG(FJbEg5Hbz zx4SL9k-ND%!OJXad+o@1)jPm9S@>1Okb3#yd_oQ)~_=QQR^CrWA)VlKS;NF0+wGp0}yJpU1EwN9XJQdbw>yr&n?*h}+thI(DUk|CLAq zw9bh|e8s)p`5eYonI&CYA~(QF<^S4sm>4BYjNHHhW_oKo-M$t?aR!a6_>5e*1l3k? z(erL_goAY}_z%p_2Z#$A*PMWI;QFH^~rUbct-|#sB%7) zw^f3Oq!fHZVCsjKXNTLC0@=|98eDqCx$7GnN0^u%Fr%@JOs|+kn}B2qmMPf0-|oP? zHA!VL@+KoDW&O*VV=aRay|h=Pq?=m(__U;M*6xj_|80KVt{CEzR-cNssTi?DH`79_d2zOEKCaa@TB3^ejsI{a{-4-e^^x_R&P%Lx&6UVP_= zyI} zmGa1t7~(J&`yHpclELx3ZO;Jsx9ZRjg3+`YV!9m=P~g9tp8l(C_xJC2+BYf3r9Ddp zt3`^WGlk7YtOu&d?teBejCiA`7oY ztcOj`Raj7l1_*lW{DdgIrTcj2-X=ubmZ2+}nhx|V#5)^u@0O(7tWTdl)tW+pEK9G| zc{Ajl|5XqDp@mqo$MP;2Wyi(EfzZ>!j&B77Ni??Z52C#e^sd$PgP8=Fq`X&tqCcZ$ zz;2;F*ZF_*HrYk5XiGOlEK7b8qLja-QEuXLS^$C;Dh%lggbFaikc2FIIzrYJo5465 zvDgJ=j#)z7Z{g3kU@p7QaVqbx(NA!Tg94$geRS79|9s+MBiDM2`ub{iO%BX9gBfU# ziKdUa>nCFexQ`nAB`ldrkNutF1BN+EFMB3^B>Q6?mL6riNN~IE`XP3HVE|l3FF$Wt z-e>lU2IP>nFcFo_$gB^%*~cPrKfTH+BkvdfLJU;XwHVF7uqSpbyt?{Yx_+59tov^T zo2%JSAz%F!d(?HgI5J-m*w+IS;H=W0?UfD@7F^Wo<1L_;u=9)zFUF z9L#E5q4hfA?>P|;D9w2u9v*o!VAMdFZNqvihIG=JO59w)RMJ(&ao}3qDnRAlCHm1VcvKBh}gsl zIOsny!@JQ>3Xo4t6g@vR!0ZNZ!1 zGYi+y19o>-kNLapHj0q~REIC~mUGAf7)jex;pJ5}-z0B2Rbk=&$I#O^IAneMh!ek9 zol{)k_;)B3nd=FTH?2X=HwQ_La~zdt46g4+x~^`rg)O<@G`4?Y4b&ITKyHJ>R~t+K z=c^c`b$=BCRm~jEyp<--0Au8IvvYia7vd6JdGA%7wY;Yx1=foWxM0i-Sjz%AxN%W% zG!n_?Icxc6Crf5CXGa>HrmJpaIo3TndYEsto|QLpRP<4@L_Ypm!OZ%)yw zyO4J?r9(WP`$>7nS%?G)z?sB~*<99MEYDrvj@$!_m3NZwS&{wv59U!FWKgt3&+LB;A3CacX$2R4c9rS{%ApOD0rstfT8rtnVBH`sFQ+JH#jAV6obL`e0IB{7 zxGNKo<$|i$pu2r*$t(X`p5Ezf?@dYDZ;@kBe9Y1Raq>L>VF${a?$@^f9Q0FEsPbVz z1h;A+wuLV9S3vQGoKM+IC1C&OFx{gCF@~~C|v2~R3Y~utDF(-Un5;f7jh0EM3$$zFs z5an*`@>hzNOc^FXy#xg9%@XuFu>}${CRKLJPpUn$ud!L z9cQd<#u)Bk1-3uKl@rLE-_!yPlw>sEWpK|abJUa6+e7+E*kRrp=0F2mcmEkN(bjt* zu9$pY6soTdd$2OjeeOlbya)9ENSpdwz#G;44}J9<8{0_qlG(xfA3uIXK+~ANcK&|} ztFdRk57y5n?P0d@i5DKPC#G!+YdflXIeD)ucWbbVf6DX&d&=-qwaqVezo#CTj#4WX z%ymPy!~1VvjSd6<@c~@LO%I4d82lc4bl6;Q=W48CcmL(H*JuH#-xX}0cUcb1Wn(W{H*-6rurig4f$ z$dlSn3h;$CrkXk0G}|SOKfYI1J{(+SyfG9|xEZJX(NC$ZL}oV6D&#C%Pp5MPnYX}s zNW_`@-^vSOtbf4ZGPOkgzrJPm#;SzQACp{q3mO)7qZe=1c^y59PlnTMHzMhkq1(rF z2W$)wis^AQ=G>`MmF5h)cjuHxX_aHawa`A%xY6|I_jj-d|5)PZc zqyXLPZ){FK#5P(fC4^cfw2&T;d~|vIWqrHDCVHABR%Bn_%m1!;f*iRUY9P=$X1QzT zu0hS;x)^j_v3~JVy=8T-py77vNMYqW4oO|G+>BIvIbgpXHSl!uKoMz>^9)c8Tp{jP zMY>Fb*`V%Plbm!?$fL&k+=$9e_Z+WRze`>8yLLfehp=0kQB?WyTun_{t4{9w^|dYc zheiU612)40HUAbNOI|(ITYaMes~_-2DMV8Yq1@lHmG=gd*i_Pixb$y7vN*2vWI9}@ zrFH%i0y(2~R;kdo2bkGD`({Oig^7qlfmvYEWsv_s>jU()Ion50K|TgO*X~0tROg@j20dJ!rT@#PwT|l>Ojql-hZ9 zS+EZTSu!Si@82Wa+!BmmQ5~;Ay{rO!hi;1kGhn|{8_MK)|gJ|5BL1 znH~l&zBRM8dAr|pEnRT?GFY0!`KO(@flwhAHoy<#`}|n5L#vv`*h4y&JG#2jwf@Yh zkPS_MpRbL|jAZbNz)(^|y9_|5h<7(N_eBjHxcZnz0Bk~b?X!o91fY=Ll?MSG|qT#2A&ORhAVMyhfOTN8*r*QKN$&DU5PkBJRWXh1&8ePI3!xuhYtGKEvwA!u8)G;4m4TRcw-qa20puTlJMJJqZZj2 zPnslh7*xl^CG$2fQGBP5!kXX#=T!K9qOA1}^RN#lp^nX%wiQ5CPi^y?jOpNwk!tLO z-}g%h3C>U~1U6T3c7FoD;0NGZTueJWnC}VyyLM{Zq&z!{7jyAVbDeFTJbY(8E%gWL zpUEf#cz5LR0C5GrkkK~7ER0|D ztj~HQn^$Ir+SSM6s)U6#h#1U)vf_0;U(FQFc z(>Ma&AZXom5vEZVAhGUmTcd4B^on!B?`<0cDiF(Dl(i-Gtx55IK5##MA&R+K3jB`q zJ~Aa!Q8K9bTz~?Z>q-S>Y|W*wPa0k*8-XZLzg#%Jc5~T0$Y+lur1d}5;2VY;Gx{Vz zqYXqs8Thu>K;nT<)>(Mh3V?1#W4ECyS6-v?i`I3~P$omIApHnYDA7?TaDE3D=r&h~ zMo?s=&*|@v2f1xCofe6cIT0(kzzX~(OatRpnvQnb9rAC~vcdM(@un4g=WFQd0G}ir z(+!5lc=FVQ&L|At`wWGcN66}}=Q~(g4rAwY(Z&hBM7{2&es@n*i+MTTme}UkFBBrX z3Xds2ki29)2R7HNaGkl|6H4r{($v7sol#GCM8LGNZw(>NWC+&_;J2JFB;uQn1G zAJwnYzm=|m|60A9hmMKmM7)!0n~Lh^{lFN!G6cVQWEVWf9h%qtMEIFl@MM6uVZ7u2 z1ZXs!OMoD-(g_wgM=%P;`Oh0+8U5eDLI5D89T&!w#YaND*y3i{n3?WJaTwMygP z`;|B6*-X56)V~K4d*NbM8#1b(96(PvXFc&s*Z=-^rc3^xL!vdA5^V>uY!aj0Jr1E(OEBf4?lhD)5UZgGY-;e+2KX~nJiTHrU!Gj0WW&l!10g_+u06F+#6INp8I^N-ryu3 zA@(-l&LjgZRDg6;Z;D-299RKU>s0ML^JqQcdrXs$|3@rvdsn1k7H}HQYv+C}DH%Qj z-ChEi4NA)YN5lZ6K+sOk7$Yr|K!^jsfv)zmRKAN#blsi-UChoA5Ir=ut_j>Og`l4_ z?(xXxmq{tdf4*;0=qP@j0Q9lG21^)$+J8sD;sT5SBaA?HH?AGI@BeUgT1y2QDZ~)B zf9Dfb2*TUH6NviXCp$k2yh0{Av2l6jk8Mzy^x}g{L6Tss{aMqS?1vr7!vTo(C%mLH z-WH3FebJtQeEsJYYsw_($Yg5~rs-+q2>SCeFvqw3|CMzED>dqttn7CHl~fZIjsvKa zY}yctcsZApjM_kImk7T5sg}LP=QTgQMKqB>I7K=oY5Di&ngt=K9~fb9@$)M?^|>U0 zMNtk@81Quv&+-s%4fXr?KO(sqfWQ~J8N^mL}eRl7}QUs0A}hXA@g?fLsI< zD+wzHu@`tNlryBxG zC#QA^IZ&!F!CSWVJI42Aw$E)wRNsB}`pvI_?99*>%{~pJp$mUF?8{fSzJL%co|QlYZsaEhK;h=NgN{yI zJO9C$^TtAZI(ZJJmMK7D?)k*A+S4-|K&A2r^C7YG>S;fn5%VeXuU@Bqiw&i*t~_oS zLdVIDdojb%y;1~lWW$ZE#|%>Sw$Ua1Cv9Eheo6eMBbGxf>?=ZKflmPcP2Y$P6NhF~ z@GoWX>7fWw@;QYEcEw4pY?Bub55dg|Y;cyBohOX4ZdsltBc>yxk5*xArB(Ms=fG+6 zlc3N%d*K2;3)jx0(H$*nmu7Q`K0*LAZZwi>uZTWhp>*76DY0%rdqT?W-)$RtJw${PV zelnYvaxw^-*8pobTUuHwsC|}IuS1qcl~BqCjiwL9J{94e`Mn$5!0ik6#u^AxDj?aA zr0xbg$ivp4`JD7nsc+SZN}+7?*7E>9%Rn=NuPuGhw{l_)wsCI@dd5)dm-VlKD@UNY zLRVjjQzrD#i${6_inc}Dp;^rETLkSd(7>|MR<~=@7p5X8Fz`JHyYBxllwsRYJ4TR1 z0e)(FJRrJM9d@n9XJ`kIZik6Yf(|9QZKnmhWuEQ%0TYyNe9UM4$2%Fi2{))Oq?0FL zw=L8#8r-KgCu}7x?KK``nfA1*AM^M^fxQmS(y+ndS&&D{fhQX|GE`c6J(>)r5z{xL zvA}&_ydE6}9m9pPy|z3- zwd*;>U>c*7!3C-PM3mcfQJvT`n|jt5ai@I!-OxGmE;t^ky}L@gFx}g|`nvk0Rq1EV z!Z-hJLYLorttWuG;$Y`7xUBRHx$5_wZbW8n=`7fo!IPe8Y|tMN?Hb$(R%_6+<7*Sk zi4)^p0rEL66wKa}LJIJP+Vq@yL&n_oe?~`bh%!g{7Tq?0)@C2Du`V}|5+fqtpW^%d z7)63C<%^Ms^bSyKq}xgv*t)6fEKT=@gol5Gg+2C^QQweh?k*gREg5>^3qOCz+`W4@ zQqnEI*6;X-KLr=Rr%{D#We+tg-T3ldV8{G9GW20bfnmy@$ADD_kKqP0#R#9^F<9U< zp$Ah!N5}ixX6iYtj5A=Kh_o6-pgri3Lc3#!iCCPdDEZGb%(bZ8hFhsAve%ghdG|ye z%U3>`uda6uPl3-=;v&qeHvPbL-=oQwAJV9w9DZFO1zFtQ69Te2`48?E*^cUdT?W$v zq(X4wtp1_t!Re))M%!j;I!Jqe4=>%n3u)BOcj9spOvT3U(+|!7m=RvLVDJ0`Dm)w( zDXurnEWjMiMkZ6D8$vRBIF=`nrl_#X`D3bb=OoBtWR80gi}Xr%Y4j3=;;1G&fgN zvryUtyTTK;1F(?)YgaUVyn7ZW)B(R0oyV({U7g1&iaqEj+-o1?pj5H7>DHR8!r8o; zZQ7tc`W&gUjOGKOo?u^2*iux+03b>Jy}0hR=?UeWP^2k@V?2Y`ZW`Yaz7^F}1%+W1 zLqo$*JM6bZnfhg74bCGYdA58@W4i$~7(Wr@*VJ}ckf>LC+KWlT`3|%-(dr`joY|A3 zj{cw9oagtdK^FhN+Z-MU%kbY1-MrpbR0N(l!P?6(X#*wY+mg>IBGKT!PHRv(W6I9RnPX? zv5e9=xtpEYrs;7`SxaNw5EC&Qcr2)eWzK#tBZ!~014=-4AJMfoKW1E}zBt{Bvq0~2nW;T#WsltP zn^4bHm;yB3Zh37DeRRbTUbSsv5N_;Gt!`B{J)9EY1U`NG_gMhL0iyyZgN!FgCM5qI zjw{sJX7m9X$oynyvs^V&KJtg{EDDt>V~Z^)Bu!68-gJQm1!=zH$b=h@w zh3)MRm1D6!*NKaDV2r_Z;J^WYz;JZvYy9xx;cHC5M;a(*SYpUtm90|J3&+G)V z+JN-wV}FR&&N6y>mW{3Y2Ux;!pPqyN7rQDW!wiq4xc>F& zww39=vXVTDa!5kVeV3j^_i;)v{EqzKMp%Nef&IJ$)@tIvDcEag8|`4U-~h5?9V(Rv z90D^mJWP!RKR_2J^`;c)`|BU)x%#!Ycdp*BTK9r0YydIST5H4-^B3zHTnCXa-QLy97-dI6ml2E?J%qF|u(~+gfW$325LboF3li_4kAkbIwI7RQ*PGzrYR!?; zlpg7Jw<;(zKA8O*vmmhWm|H^bO zPa|#M|9Ti-P&bhr>!#%C=?Oiw!Qu!~f8XD! zKQOsbeg5#CI_lwqN<-O$v}<~L7rYDG15}922~Z%zn~;oGVzvzfGXmTu;HMk@{b|Sl zJ&Uhr$Lt+|oF`fK&6$@kUp8%Lka!C>h|U_U;7kbCFm5FvbQ&+7$Y_T48EU1@HmL+W zjnKrdC|;F=Vg#^*ahOOiI1dRDXl$Su5>dXf*sZV>1{SWpc*~ zMF26BwIqXg*jX6sqG~oT#V<=>9@w;3xaTe8K=Qx{$X-NzZnaAs)7vr);>Ls^9YYLo z?V-h%=2wL1p*dC1W9yr!6l3n;Fw@s--u>y`W5}`-K$+47ZM&dkRU=wWss#!iq$^29l?K{j)5gNun2QB>(&nGH2}vj)IwCt zI~kv}cpF*S=dBper%|0{P^nQr(|Nz;;~S*GJCv-Y`Ws>Sc?4?NnI! z6RR80Ddto87I2;rQy!$_DdbIfIcV0(#kC5(p3{z(0!SwXA^i_9*ToR{r9jCPa!$wq znr^DE{DjcQ92`B{vLFV?!|aX%G9ik(5WFW`Q0}`SrH7d(^!lZ!r=R!o^1@jdd;oFV zDxCg;UYqVXx9OguHoSof%j#96w8V~_1!lNs*0sE7osLU6k6$4Mw?H>hg9rjC{~-=K z>MLgd{UW6X0NDUm{f$WEZO)HKhE077CP)!32Pm*)e^1P%JdICG)b5AM*}VzRY?X9v z!HJTh8Ax?>Mn8H%gY+_J#E1A!3fK%?gEpwAG+0i;Xn`W`KVV)dE%iAPN8qvzK@++J zUv$fboY(3Gjn8;@L8jFDFPXBrZ``YJZVFltTu$B4y@H86ua=_O|M<}(+u%$7(2*Wm zl^T0M$Bq89-O+d7U45F?`57oJVGGOf zGVWj(4bOw@+JSUnWT1*nfRuyymLsqO%$pW_EOb?YO$er&J%w42j3hy3kP6|qIV9|f zYya%ttpZocJfsDhxaG)*Qj#;pl%@$LOnYKAGNKBj{z*%wV?7Pbo$iA(Pn$=0ca(_@ z#473CyawgEi0~5HV;}#Y+tPUFCDh2lpxnLm^goOPBonD@qINEoL=({rSRommm7RRJ zMc9t&;D)6N4p(U-7TQMbY<4B~V@4rwScD#g=Ycy#MMW$$S8bnyRqi>}Q=|fIUIQ1l z5PWP4JiQ>r7paAl7z$1>5W2+e1EcFuTCM7h0X4!LUan6|CRdZDZqCBKfpZye?nO=XZ)g2nqeh)3_U=);I<9-f-OdD&lWh3V0*ok zdabMWBHgm*w>@V_5Q_{WEJ%$E4a}7d|vqh zl@nan@+Kbu{Q+Sb2>_YKCGzQR#uT_o&O?7M*yMlQ`)wFYdm-0JYj1$vG1`D&ut*8C z!U=;9e>3{U^tT=NNdD$FZ_c@D=V>UQHUTD^332>+0fClP)OSVU-gw9a=Sx}J9*@EYXG*HLH@V0dHOPiMFiY>k+LQrU@dAIdI=D~l78k7*99!qvrR%i z{0=%|$p9~-ptiyN`<_@b03JcG50DUvbLsXTAork7f$wGIPCRWDz*w<6KKZbDgISGI zOxc=vvw~pMxKQ(Q(qV#w{HYI3SiBgP}&_deh-KFU$)pwWNwvI;= zHOai<9NVlR+twnt4O)-5^#i52=xl5hSjm9;HwirN$D#Q69XYz#>5Ywz7XZo|{VBCN zKlTAah;a~4#)17xDwHr4p*!lgA8TnZWDxA}*RNl`;{{{g5Vfbv$2jyrC6W8H#X(|b z`DzM)A13VA0I@Ug-tpW1}&C&vDAACCMnM=(&kpnM)*Rtn-&* zXEUBaMlR)Qb9BNfMJ^orLlKDnrl;ShryErC74Lr#SV`g*2Z~NM&r7%}W{LqRqm%_e zwIYCw_ZtSx^ghI#yY}sCJjgk64KRGTjU%};3a^53O?Sicpa-5bwAGu0*`J7gEJebF+0xKBT_VsDFuU=xcfg}0~ zo;EAj*W1iuYh%VMeND)NPkN$!Z8`^2ZDPXG58RoLabBC9Vwog~aNiixY{c#iV6(l! zDd1N``cG6MJtvTG5a4W`TS&-Ju(~?H?I2aR7V! z?xyFYa>6iLx6!?NY?;g8awoUsxG9&3&h9iKOAf)nwlw*v~wQb2PTa4^;9^Q+~ zPjl%PunAfD-rPxVc&Hr-KU*=4WiQMKZhb|4;(IA*;RhXtG5xuG-!$b`U{te=1kpDz zFLt31bye$#-ZO&!uh)UBkWPO7!iPZD*XZeY+&DCs9J*43fMy{-c~uhq^qmKvUN|D5 z@W3#zqUdX|n6PwvwY-_lx6ZG(&>S58FJ8XP_UD_e>6E{1a)Hls=o01K4!Z|nOOR*T zD~79hk*OGM9J@w}j$@WTE+2Z~F1ax#{rD(pJ!)3CA!g*s3M$E^EP{b1Jnk;|Cr*eO z>7OP0wl)?B*(uesCwbW&Bk6_*j$wAX)k;Oo^^uBBU3hTq8F_&>F*~1W$q;n+qZwuK#i~$I zDUYu+=Shs%eGGF^!|pRNxC70|70RPG9+_+?cR145%#87cf`Q^tuGiM4y3u#tOA=w- zmL-JZPsVNdZ<<1cG!N`Iny7C<>4xHRNjK%n;J-|mS{ALy<6jUh0SdQjj0&x25 zL}?6Qn0B)Si3$QyR^B^uchHTl@F?FwYJlaAwB1PO6JEmAj_OW&_BDl*UmkaBCQkCi zVoX?Mlz5|QP!hbcXue9g2+hlG>-~J}B^nZX3C&l#625fiP=AbMl+&+)&+3o9SG#Z= zI0oF?vbu<+ih%x6-O>5%Cm)~IjH9F794yUj8 z*xJhI$8fXhy?F6rb)7;?XIp{nWk${fv;OJBizxi^agL*Ca*g{(!n&SeY&(Y#e?W8f zmBb$B6BMtU(7apvk#$zJO9+@$+uxIUyq^*yL$Sl-KCep}N}a>T-sIr2lDceNer(gW zZq#U#bScM+KzF9m{~@7YpJep`7)@HkMzKkx?Xih_+_cr+`$|ezd&3QY!gFeF8+pVa zwOr}W)RXm~lV777Flf^}q>LBgZvlb)2eanHjH#bL?@ts`@0JaHJAxnrD~T&XpA2dx z2q2W&yKu8zkgkB3$A4sGWcOkLTwDHd28%-i5R%;6<5at;k*3MlV4)}-(;CwEmm>eRw=oBoV`#jgC6sBZ+ z_BkAedW%Ch^c&Tw^MK1G!ha0_-0a+_I&2rdJm<&-&F^A#Sb6bwFwgju4+TQ=7)Z=@ z!~i%Vx=7`?JwR4q6_V_Um^gXn7}tsoQ_d04LD2ulKx z=M{9p#Y;AqmzA}K7_a^=5a@40#MUYV@)jQmoq$Cb3H1htH3+#hy8)Ic$Orol;)RU~ zAjKj;71^VQB#5!JVv)I#$eJjP^r;Zo2SH1jL#Ze)*?5T(y2z9QS;R1ae8hP>f+(R8 zSg1_*?%ji*1iINPGB`vSF|#r;O%{%)q%t8Tfdx-MpaVxW?RtR62rh_a_*}#^M7^JZ zNn{{g*eZ6RP+<)pfhMlyG=y-I0qDLN>UfA~x-Qx&DqgEF;p;*~bU&#cP%Two16mlm z1`8mcRp?qY#BZX;#eU;$>A13+aZ{h^SaU7oW;d2We&G+0fH1i6fW~_;~8y6mc0G`th*b}BH)x2 z)%l!s52GBebq-jjQrul_c*C;qtGRF9yb+4*>~XOgdfqIqk!yzu4;Qx6a6M1yg68vC zv)@QOu67pncv~~DN7`^2U*lt-cmisD+m}uv=!HEReT{HoSe4{JNZUh+Om?b|Iv&Vz zf>6CTaq9%B1MkO>!(r~qG2Q6CA#aLd4BzC-;cV3HzPPcXP?7N|f?(|b6)(U?9&*po zC)T*LhCA33O&V<=E9Z|+woTrcn3=J{ip2AyH5I$@%9jq*C6jyc`Vec6n~^02<@gs$ zlWyoob@E~P$ur7lvlRW_iL#(e*gT}eJGn^VJckE=j*$t+K==Y!>22R&30BI+y~d;n z!VXlu{;+73-zXk`?NBlf(^(D^x>yJc$OQWn^DIK~KIUPh{Sk^7X6G**t1<`e>bV*} z8N7n>AvIi+7Efrz0SnBnB>tQegftx5jz46j%rS%S+BhZbi~C;6f`Xsjd9MWXS&m0tY;L+2&^lsj=5qcK7C1~KHl)Q^2<<}X7}9MDFd$6oq4kCPjgP*U(y?OJ$UKRLZa zJR7Vd$J2K^a2#UBzI+Tk`P=}%@TTcN7S8lunM`e?Qwe>19_MHiUPmR}QGtyav9722J_xQV^cb)1e#HnOC-dTm7r&%}xH2Ml50i&sh9|cg#b*E*yu0{*sK(t( zx3T6nD9`-K%Dbx*pFd#1l$u)d@C$#7SRg5~WoS7qU&U>UqDgu&FE}iqa#)~2%S6?X zFey@9Jt_s}p^gM?m4DFkr^9J9R^~=|T`rgnWvfKkd?~8kpG-6u7dex6DI&J$7Wcx6 z-Kzz>$b1e_DyP9G{3MOy-NwV;6;IDxomh+{6D5Sl>UL?>q_N^^B{2l^oXIC#n^82S zT>ObMUMiIL888?05O3$ITYh6I+2sg4XC{06! zmK2RvCDc5eZ!(zYM@xh2sb?1jqnCmg)A&)3FD{E-Y6g_kPQOxCk9$TJPb-vDn^82} zm&W*j=buPlS z3^Ib1((4~uhJv)L=H*_&mc-iafhe&V0dcML`Oz;4UD=qu%?+lt2goO6j!hrC8NSJ% zbBW-0J4nO`V;Xg}^cLk3dBC>ZE8AAVSlJ#-&f_D{*e;rch`W|;`9j@z0tREDm9uFD zZMr8Zl_OIx0nwqGADQ zBGQ`;5CrMcK?OmCP^E`5Hby!YdJ*Y0(n2RF(xgc*0YVSGg@B>{`{2y;KJWis-^X>$ zj1F*e&VBB(_gZVOedxoRihC8k;Vjb;`e*LMmhA1VC1lGVAOG5pP)}G@5*!P09MpY6 z^J>!Nom+%n2#|mXEX}WrlIhXC>X}QRuTp;4PG8ebTs3=?+8iO|6gHV0z}e(FqHNCS zG(#qt2Gwlwiym{->l%PL2J|u}_~`YA?QZQH>yf6fvdr4=G*zz#bI(9*rwwpS zc5JhCZKU~H8TZjt4y)+>OCR1#gdL@$t4NAJPNt^ps=P0xikF=*EpA%9YrZ>q<&}-2 zrccR{^FqXRb8n%^yA^_K|JfWg51%ZI@8WkiWev0>bl%68^gbB z%~=h_b6ex7lhHXpzX-Kj%ryC~l6tl_Aq4+1kyT<%<7JT}`=lk8o6EdYHQhv(a`SCu z_S^3<`Hpgq(PZ<=V;xLZDg=x`a?Yl8OIc*w7KEp96sozjjOOpcO-+Z%6=DD@moYxd zfaFF$H#b-0^$JGAKiy(2u%s95Wv)E;c;oMzLYob@c`XViqeNpxPvV~h@ojTbJhnV6csmB`W`4UUR6 zs1?UY4NcnsxSJ^u%#Dmh@0f&cczSdHyS&X&2iU6y1a0^)N9tuy@{^aA>?H5DOEtO2 z16NacJQt}Yh?RT9?;h!|iO6CPX5L)}(5t^kSmcF9N6N3%`5%88Iwh~)eP zR^&bu>(BQ)K&fRT@{Ugd>cyhtr(f$X$QFBc-tss*@ zlVGGC>*UvDaRugVI*Wx`QLEI*$P=LZDS$ut7pB-ETfJ8^FSFxFEo*+sXG@tn`mX}Q zU;C~wg*GYcI|ig2)076fZtZI*cTyCWELo<>P1x#K^k`b7qFML4P`|EF{zK7<20-LQ?{-ELjWjih_X?-v;Gmyf>`ZJU_^^NODd}Md{^CRz!R)D+#gMs96mbuZ5b8`brx>Y35t~ zrfnTZaKN*WJdIRkZ6`?-<@9{d=JnXfBk^&1huc|AVRLQStOVyj$vC0iU{U<8@<_*) z*R_Lph4`<8R!+LS=!?^C>JfQ`g+QgWTUb~w>+OZR{q|wh3d={9&C3z{BdF5eXD=$& z#H1pC2IE;onQ>YeZSzd&u`ywbUj)C{lWkxzmeU;3v9+KqJ1NCP-W&|DXb#k#oQ>RH zsCZP+YTXN92Hcc+ZC=W5)2WuGq-&-)a`wdLOeVJf>nG;u$eW4WYmuf`N#_!Y#OcUK zm62>uKb1DS)(#Y#*N%Z`Vbt>Y*GY<|e|XBU#YTVm;p%~2OZIf-w(fve017#_V6BFt z#pQ)sM2V6qi%rc>%mbeKjl6b~HD|T1H8;mt4TV#UMM!+xbf3Z-V+`_N=ZUYIXFcBN z=Jj}3+hlHS7Sw=IjrUjV5tQppjdTCbxUBM<+f3{8$X7O%I?Z%{n+J$K`u4krSCfax z?CDgK)b&T37xE!AX_X|Z{5I*)jERp}NAKVtR4z7)i|k^H-~W@G_)MVeKWWd5P0)T#OKuiW9 z+DJsb8X@Jj;)dUO1z<+4J+LK`D-(^R-;W-3hP<{$&~CV@V~q;xQC374Sob)NL)6Cb zb)9WL0(ZCSWN0-Ur>7rJ1D`%qFvPR)9E7;H*AvNDR((b6FyW zuOoiCl>$J4OaBg%RwsgN#(5Xu1qJ93z)HlB181qgvWwf4OfV|MNx88i>R_q0Ueh4$ z%=>*kSFw?o6UiR@Fa|i%f-<6}0ogHOk)gu{X}nSA4YhS0mDr}`h)Tqxb_|HjXIlW| zuUVxo7M->!{sJfqU0r+fT{bwnaYUZUa;T|Z$-+j5gbcd^KtH!L=>&>p+sy}nSp`i^ zO?9lrLV_-BGD!h}uNnRl2t~ru*QG%~rvOm}+s@98MJyfyyB4p-NGu0C`@$5kt){^6 zM7kT0vM3KeiXG-xg5i6@oc8E0eIYlk~>%MR!xg_ z`wkq6p-2ilWrckYFm1vCrbv2QRtblAkOI5gx2~YzU>7OaVuFB+=*pDCE%s4TWs$ye5A(^<0aO zt_%hsev##LbnXBMx9z_4AbbHU%St71Um!?&?xhqFda9r|Wpri3XFiL(T;B zT17LT{6Z%4;MM zZ77jW1h{HVDmwQ*Kt*%JTj3o7k<{o!@CgV4H_|wYTRQ2>7VG*Vk+}Ak8y$JO1oEQ% zwbnW6!(RyVlHhIv<5AR5L)Kpwk1jM@w*l!_vS~MbwkZpI>b^CZyN`l%vZomM-+kvL z{s0S@vZOm3!cziair=pYMG`?l;+XR;iVeZ@MLf?Z>Jslh9>s(D(bD2WG&9LgKq#>% z>kZocbZSf1y~pNHL~Vx#S{PfDCDhHY>`^%(e!`%n@sIpl@}%fGu>WP7YQr~R>!Lk< zcLFcl@~l7n!iNI4M4QK%700I&{(%KQkW3mr7#%Z^<#c!1F6Qv1db zVUFSN2Zwo@=)IxD#v|DTs_%y1D#yzh!TcJTGujt`RJ>ezi2S^dV*(2EDl!tE{$dHp z9OG`Q3l}e5mXOc~Xbr3{if=0XzVXFlS!hIjinjH-tm{$LIe&n&d!ySm>YyekfSkvn zy4Ba54&S|D;(BP~i=*o!lPid@qw19!s`9IbX}rpE5h$g@w-w~IwBFOua}5i6n~mRI zeL?ytAa&Stgn8<4>qvv=m$&pfJBC+V8fB!Y7NV&M|Lc2u>H^ZJM~lV(j3mnV)&Cx? z+t*DVLrUHOZNT5h#9+R7f|~7pNXWTNty_2yqCkPKst@2@yd_dsvs`HQJfrq?+AWFkL)4!JJO z6>YN5t8*DHQO>qEY2fz_kI?&6Og$ft5I3N7eVvz}kH#_DBuL#T#o9AVdzl`j`2s&= z{P#bfhRQjg66D?>_hrF^ud57itD#joinZqw8M0Yird%x}esG5DY6e7MdAs}uxGX4T z{cuT@9qOu7;b`gvdB8n_H%J8#yK@>w-ZVJOGJrmx0R^Op?a*Am1qkM6+7f-0!g$j| zLjK%b2JpA%%ZtOV=9){ixotqfu5-+?;nU4ly2F&Vm~1^SUPSl;`X4Zzae}=N@ukffT>v8_Cn!Wt zha(H5Xdj@ky#PW1I0jX~n*BxQPpdd0Bu_ig9%WM>Fo0C3LrDONvAdEVZsB|AZc;s6 zq(_8jXd?1~-yaj*RU@e~O?!`p5rS2QwmNK5|AbfMlNq@Gv#*f%c}&F< zUkv}}c(7or$0DiU$IbAsT9pwL~ULRmtZ=pQGvGO725V zwj_z%cIm`D1M<3Ilk#wVuWKRua?#CO`&-IvDWeJQCE9dGK~NNfc;(mvVXUI?6kWAq0(3BSuREKWQ@jf8%2Xap=KqXVe@fW3$pQ!XuZTJ; zgu;a?i;N8PkO2tw^?}?-uZpK~Wb>zomXfdLdjUP(mXC{0vp|A}46W$_mjcGiT6dtL zr(sE)TmmH|CF7>B$i+LLwjm+h*j*8XtUn;CG9=iRFUvQ_O0H*Z1LWhpz0xS4=Vcf` z-dojX3U`Y*O42$-^1a7s4(5D^_9Un?7Kx}ibCUm~dy0zchBrS&(QP*7a5^TGDbh|J zXN>TK`jTBF zuC~%M`u@TE32IN`9Ve%uV#BQ;2MMgn2hFB`M!gJ{dr0yovQLHk4KN?G@GDt2GMFr{ zF{zgF_8z-xaHGVl*WE(%|1p z2LQ9j&BLZD=>Z;Z);e9yN!6E%xmn z>W`Y{%-?Ah%Z?+HuwDuFnyOtJE^Ks$1ZP-l48!|=k=E!!vw?J=k2gTwgZO`SW$9^x zhPjZ*3<`@N2iGq#AK*1E*9HBiCV8?MaVhILA>+Q92A*BmtB=1IQ=o~aogCZH#k#in z$e}^r?FZd&Z%uB&<)WZMVOBohQBg@LPc+I6_D$G5Q$5=*Q5F`XuNGoUoHe;rLs;H7 z$4}HDHMgg3U-#H2Bso5|IWwEMw;{4Q4@PKRT; z-cUIuCodm|Ljzs7W(xeCXOcx&;T6+UWWjva)X^{7m?Yz7o-~hq2YuYw-$8MAv?>ju z)xt$|jEf+4Rxu8gr*QfDAuV0dMg39d1|pTZNYd)lEBV#U&A&}@4)|9tv97+d_{brZ zFYs2Al||emQ@(j{Qh#D>XyZb`u5QduKP!~urkHGT7J8aaJcn*|?K*QVv65aE;Cxh7 z27_^R^4tShaqkBQAlX@v0VxkZF?7DYKq1+aCw6}LO3gTbqGzajT2>^q$B%Vjnjt^Uidk@G&hT)nM{JBX^4V7$T zihEJH^alh$lvk1Sl0Vmt^hHiB-mAAIKfzzyPOOPsj(N#mvv2 zuP|`gZP2-y2R_uSr;y2IX=4dfQ@lRWqg3Qsj5g?=21>tf1W zWAEX?qt(r_gjPy!CJeB&r3YPRXc_BY>?@<0X&`78U`XmZQ3|)GF?w(N&1=uW-B(ff zg5P3R#pRXl`3n;!Z~0fK{c#fQWEms#~h5cu;*9sX<45tQ9T6gKtx^P_;8KPXh zxJKQneQdof%5!diel#3vi02z~?agQkRp#gL0YnoD0kx)@T8L-T)!A~SYIThWriq&j z()=eMTAQEcko7Wz?WOV)Ha0er{FsIWsiVVs0t`~#(;jsSE8fr}D6U}s?ZX=^eaUe% zVI>=l3~<+|@V!K*s^*STh!@BCZK2vi?vjVcwsk1p?z45bHXKcp1{tSFnfv%M`bKSL zctiiQy>V@rJ^y-hf7eHAFB&{k!h<88C=>$Vbg4IlgYI%ptoUwH5Bn{|h>iLB^(gi8``Jk*E|)n^>g^~CF? zZwnrAc1&OTGjQfaLjMJFEailGnC%!%6MMr`D6DIP?bO!45-Hi0tA#Cp8Z>fwkf=4& zd-^l*q(C^zB`z-BQPbK)@1M^@u54~1Zc)huBwLfLsl7B!<=&mC^Iq@6;jzIRL~WII z;mZji20+Ab_5zYTW%j~4~Wx<5n9o!nfc!K zFiXZ{_Q#L-@Zxjvi)kYPn4`2u>=u_Nub9^^Mq2HIZi~wq?6;sI-qTDTHhK8c`gncc z!QYlDz-B@+o9LokQ7h1cyH$rS)7AYf@BBt>`zm#Q(Hd@|iU3=%os0smk@Q2p$a5QF zCUsgy-p~10o0=j)M4S%u9*O7)L2zH0>{O{)2Ftdz0(77|SLyT_X=(He^K97=k-Ot9 zm)(mksjQNTCy|RP80D zAP3Dv?t?5wtMI8dk{!oLqpq(xKTEwfeb%y7!$Oj)Q(gvJ-=SQgAkZC`cxis}E%iBN zhV8MFXJ9+MH@xBUs)mG6;g5J!$fvk-&f@k!CVDe z5G+)67MeAjC`14Fcms*MS03seb8R%;#1xZ|rYj4GIh_oQGx7??1|cS^8^M zxLF^A=%S;CU=t_hj$E2fOtGvXK5`nLlF^Ch$jSDQHJ-Y>Gi03jxB04d){LB^qr~2g zb=T_-O1oEP{xrCv8d59m9_UWgdNV2jx0QDgdl?n|$rOY^(DRdSq9xV<%FA&F8vy)| zEnEaik`t6SaH+;g;U2gVJ=dY+bR}!MDXSY+Ga=_BQq2r%HKZYQiPBETL%7 zxk5s-SQxYjNuXJsh5|%H#JvgyNweTim){DS+r}I#QI9oi!Vb*r`5pZBS~MDN!Qiy0 zO=ot|&`d3OmsByoJ(+BB_zuzep21>~x{I94j-s@eR926dZt6EP-~C&dYiTh0o!ON) z^%fC>6rLu-LY-`dt!%nYQ|rwrhmnnRTTS6~wI74N2--5<^!pT2UxZj^fsWle!5Pv- z7IB9pkSinE0tAd5+Pc*sqs#aw_9NSV-ES9Iqo%`!Ni8v? z&dBl<4*dcM%Bv?@J->JHeF)xxM_t;# ztk~c_R!7-*I&!oJhXhwdz7G?NByBQW3app3QC`q7Xzq{B)q?{7k@lba#624IHSwWe zKwU6L4`}1(cpoAPH{2<4=Q&+O<7z_yNfX!}+xUm2R9Q*^n(T}wfOxH&F=~5jD{oCD za&$2WFNB%-q!XhkW#7_M%GxSL4lp_(cJZP-5)8dE=wJf)bpr}O=Me>j^J_cUBw{Ji zGdO}xzR>gLtdZtu(M$l7owtXf-qryADf5JQKlt-9lcoMK?uE2`qXHZ&TkVWLrPAH; z>wZug78kl7r?WCqcv!N3z@r=pk z@;V?0MfpBVU^@*NviW@U)qMNbFAt$7oDqNgZIX2&ElvFehT!5XtecE^ED=Vo@23U1 zjlN6ed=dBW(Pa8R|NIEczLl}7BYqtWDomi7Dn0fC+HW1!QCXm$NLw4|o$*Ov{xs|- zFS9GCtAFJj+Mrs2VQ`K?TGTVq%gCe3W@VkyM(c9Fi&LesZy5qtloT<`>F{djw+|AG z;bw%3Uuw>mMBIj@fI3sQlCj@T9x*Fq6?@=cm7ec@j9n`25FJZQA(mTrXSG8$XANMx zIsLEcvwbN<0Sc8@02P19uP^lNx%jpoC0`Nqg~F8&VeA{~dfZ%GcMz-~|2bj=CV8t= zE#W5aXBkKhdz5FiE)I!1y>_1I2mdi_px69CSK+}dj00C=yI)nfHrN`Pc6U9LSn?@<9F zDx-YQjz!x~Ma@|cgiiNboqfC?FKdDDscSA$N+JB`U{K2i0#BtI5 zaLhgST(m-{zEb(7re}q?+AX}IKc+HW>1>6Qs>*2w*Bs)lxL&4(pRq?EDmb#HP?z2+ z+E{2-<`@%xsouo42%BB@G}bd4sTQdZDlbKqKde4f=4A_p2}oC!*tMG5+9?m7M?iN;#mEw_gL`$ewHR?ROG>p`uNKe!9?rMFOMc&Ouo za8#eJ0g#bv6#RXF%BDY&=ve*WIM$R`!6`={;>^eZ1-1FcU z5$SG0-IMNCJ|b|**Y;xKo0ag2;-0m0ljV`W(vT}ml;)me$BwN>_-}|ac>V)V8$LJn z7+&i&q$Jzh4{QHv=`TXe}RnEgBdy8$n+F2{g@0Y!;K?*I2;&WYC~9QU^A zKJ0BRvR-Ep%M#YklWoN%cE-b)2PQYFrA8=6&G>6TnB-!)CQPv|z$vxLU6=Dmqcsyh zb_juDsIOBGZ%%{?J3^ntwCP7pS<&rT^CUp%)5oBe`uIt&0EaKFmWn5Zx zUu%Q4VL_4LwkbREdTLhxD*3pWgFUwK_2jZ6K;pjspQlA(x11h-Xi;{DFTI*6>a+ND ztg3z%w9$S0o2U+7*2sFddZpoC#)C|84yM0Sxn zRH)na?)QSMI2fu;QNt5(loL(DE=B6$r#Vx@sZgIz1-85JKDrqxM^s0?oeizLgQ-3%(k=R^5+LCbN1P#qM2t*h;vb?@Ge6QL7i5$1U2dgxa|v!5RkV`v`&4SYmp;Oi#_q$w4h5v;LIJ7FY1Uj8 zcq4z@^?`CXN2Jxa^ZX#7W(ojjwBI@=J>HKuYj}%PCC@v8mi=k(=Y$m1cpKB?x?mT1 zfoh=`<__rMb`TwRL1mUd_HPHAf9LzeZ6=nY3u;);vML7ZKsoF#9=1jkt<72BG>5YN z)AO9Vs;Yjn-t4hn=a2E&LxmYRIX&+u`;mD$j6OIFrEC4cV4GVIER@XX1FUf}#F-Eh z#I@53lz*(Mx?cFC?IxrMF4?=$Pl2TU9xscR+4*T2$R>IJ!)5KfR}&ybHe4PPJ=g>S zAD*33@xSzr^<`!L4)=NCl43qFWXDSsZSd`YpXE-eaYTun>`qy$&DGG>)*3jKcXx=p~QSvE;|}uFt0IkmSr%x^67^^9M=<&8)dJ~y!;f*Vj5N}5%3i8J_W4E z)3Xcj?Y&w5H04ip_Z1nhtzrkr%_d9)%C3+a>02BpzE3RN+J|y2HT6ht2)-l9Bu3a* zl6-&BO64y?*Jk45es-s?HvB9sS)oQV={Nf9*4dFj_-gDQA~tPDE7q#rb>22+clkfj z-ISndWT?_Zs=CSxQFHSMqdb=8vM^xj|Aoo#nuzy6k~{~g^QS3!=Ok>l2}3cmu;?ut zc`cuo)|0+=O-x<6KUQ>Tw(AY;`;hT+HP^B9dXn8a#Qd`SrZwj6hN@9^Wae5wl9d@3 z=V!26>hsqbL$_79itqjEzJFD`aZZ3%_p&MrbS5Lu=xjPJn4_n zNjg=+{Y9CYfz{U=tpgbxJAl;v>-cLE$1UqH7LsSeJ6EK$`JSb^dzatbWm76s z6Z>>mTKGKl4?Q~b@WLdrC|(x9{vr^2O=H@KXsL-rHt zLg3UYsyYe+_@N6I^rFZqt36lpA3S$7sIc*?psG}eIc8Rx6n5EMWjY*RnVq-Oll2@^ zq6UZOFoW{*#<8(5%j%s|1pbIiY8=lpQfDtSKKnJdj9(xC$P&BYW-@oM5`mN~CsX9A zGwWZVh7At0BEbEgOSr+(CVn&U`>V2bS9mEQmN17^TUDt#xyy>U!8Ge)quRtfPp()X zh+6UQzaF)BBUNaH>Y9{ql$L>ns)YFx%J(#?pQ@6<>4gdyoRGp1`0?`RdZniIsbTRo*7VLB^ib&k%Q>3JHuWgAaYS|Q%or69m!kxL} zqOBc*k2eTLPWk$yzpmhq5wUN*xF#;VQgY9N4L`wGvD)Dsg?m)Uvr+=tN>`?MXe<2q z(CBck7-h%&72~c;FV6As#xx*OU3t#-E*wZ+9fIBi1LHU+eXdc|r}20QF^6=s3f;Z( zlnqqnWSC&jiJeKeKlp3i)ja3(?OZ1?073bHpzS}|H3b2P30Ls1ajL)n>()M_bD+bL z&bZ@acrr_!v_pX#2KH~bogF*;4pNNkN^!pf1&3-4e>?i4zRzHFCrd?1oMFkq_QhM4 zfzp(l``;k#&`>$oXsX~{9yk~8tLW&fbkrhLr%-a{8`^d@IUZ*R4F6m?Kk4#&;_}&+g_3bu0 z;kI8SmkqV0jH0{9?-=?Wu5{b*N7UVx>Ct}YcW@dA1e8Fob=^Zs+~=E{pT?}qFkc2( z2KjDk`@b&z=YoNI7YyE=RMcb-eRNEWaPYF?x|bzq{NbReML&#SzS2Q_@*lj_BpKE=#cf&@v$>o2cLmfpOmQX>O- z8FL>9KTu~Hspi|^@CUIAA{s0`_oB8-^M6{Mi#PC0Ywn@biB`RD`F&+Dr=DaVY?ye- zHeGp{iD?z8XL@PBLxd|eTLOBdG^n4^{T_#Lx9r>>tE`NR zJ{>Ob@tDL(YCuz8g-6lrf9N#I0DP7c$m0;(Pj{dM<|~2F>42hH3IHIEe)~|x&qG^J zGA?!wN6x~zpzKBjO5#C>EfRHWw7R+wcI1 z&JIqD;LKuM3V!`!&45Fvj4dm=+xI_h)-CD5HH$5j5Hf*+S!vop_S}J&zdwPO=@i8A zwzlZqjueE&Oy>(RCI&g)s%RO5WW`1e&iDfqN_Edvy1^Ta{3OVi_IR=(pilDSkoL-6 zAR2>gzFB)q7?HnCG`v%Q%z9i4pwdVYj=$BT)yYORMA&6FCUdR2#$MCxp=c=4y^*hH zA&~AO6LL+QFv5`Jf$!|Bpb9@QgL6Z8;w$AL$sJH~Wz{nsO#wt1&yA@z1rBIXTiD|6 z1u`#ihSh+C^&Wx!)TuNmUwI10Xbc({o$AhsGT{gPEIko9mNn1a@tQ^qO((y(?LBY+ zvJQ$@LR-niyU`S@PV3ZnMfgk|ufg=iuoQocjj_6?ZO(ab*_(=X_WwnFeP5z_ZpMhR z)AQV)%OW-5fO3pory$Ap|74-c%E|@7jSu}gQvOEEeDws~3P@fM3dGex_S=Pvvy^y| zsj_5`_S$En_tjcYHxho58n@Y|Ev0e=@(ALvl~jFDKxTwtUp*;(Fge>>jBs&<+LF+( zk@3Ra6L<6Uv2VT22OSR2zyZ^h<#4t|hF>2fGmz~k{dM3ll)nYweUXxT*+U0orD+i* z3T3MVJeBmp9-w8Z1nLky{s^x&ydCuBO=$H<2wwJY zi9Q#LS0KOoX|=>Q@k}LBjZNA?w=eY4+AC&%m@_ES7&E61ES_y=-uD+}d27Uad^BC% z(yPOxD)BzXtimRjPQ)zxz=3M@TWD+XA4s_%;GpQ=R!d&KeAyce9)1?mOiWB9_Z>s< zj!cKS93y<77|I`Mz~=<=yJsa#?>sS>xy_~b{te>Cw}+A2L)1g6bG|0s>}tD~rx{K! z#vC!gKa;5-=HmR!$&aOA5Sw(77*33%^;8K28v?-?uU)P2{QUY%78jm{mi22ti;OnR zmz8v+9$-)N%rqGMjj2s0{BQ1P(NfOnq;D~lkH32Ty7W{0uLKUv1HJxbj_zE)?&E35 zFDonSah9r7&N$^e=M#VA*X>RFzD%O8ppxA^1-;9x41&!kC{6R)^dYyxmY3dF-kIR8 zLxR3mkl?^eE*(>EFJNyEBgUff*QbL-3k#JMPE*St;)Pbkw*XV2yDc+zb-piO0epZE zlN-;Nbi)z{L=0z*$uCg@7Z!~{kmco&ASf*Wrlc#9#gG{E8_sB=H|C;^RB$*W7u`BswT1@VhuHS7IQ&STNiouShhqgYh-dl7mVHIQh z?47``Koe?K8m}<+XSJ?F8Dkn!%)zo8W?%zOXJd2vUl8hj(-U?Dzra9go*{@9V{F!H zU(BozDzQn2J|Pq;y|jGR^ZN&y)|&J^D2w&r131{0LtANO-tV{y^R1M)8`KO^Di7`A z2nvlV=RZAoI{4`fBJ8`3(|MmoE%`n?(ogULgD{IM!J~S0H4k zLoB0y7{O+GhFe^2vAI7nw) zA}2$XxlQ=)tbuLSdAeO`>g>2upn?Peo2NfVddxgb$@3>KBdsrJuz;-?^nemAlPnB&u(E$S*vW2Vn`R_`}3`8RzZjiJkw zLd#jYgl{s?l12uQ_h|fjZx^#0Cw~oX=XjC){yYiyG@HSt$JZU*Z4F&Nk~~ z>RyDh1XfZ<10&0{tGx+n^uCS;Wq-eQuRyE3`t1aAIHO!SkvkpU3T^G+2p8FY%Sgo# zPH$i_Oq2~ggMK)$u7e)48E)GDgjS(rM`lFrlP9eM3g*vvn^bhCq%5FyzyCtthp+C% zY0QMe+fl0@pIH~>$6^BlF>!8bX@QuaK$n(7IVKnJ^3QToN2z}!;nNahqYJzG;&Nl5 zs6-2{k)bJD-RPWFg=^ZcP_63mC*+mg1LJ7Uc#8_4fJ;6EV!XD4rCEx&VDi+_!5Twr z(+`sxkqmBWKWOuIMZL?0wk#{&-g_)ll%}nGi_oPpG>mfLKvX3@JU+SoS@?BQ{yPb~jcDe+t)(Or&@xg}% zv{jB>23d3Oc8@%N7?ayt`Lv}p;~!Z9WL2R&Wkvru^`WU)Eqy;De< zu1E@$MW*{&l(SZOD{x$WV|&crkENqd&+a+1M= zCST;@jKpk1WabQ2d%^^U7j7Z6bV$wKbH*x9ooAyie%*`}<7ErJmf+Lk{DBcxUvuB4 zu=5Rw0Ze(bdLisnpLxYZsh^uM&Q%mAFcgH5ca0y;7C^``?-&XeP7{3ejIun z>^+Gl&?43NnefC5t8?{uhLfZKOpfN|czLJv)VEZ}lFi@YKJ4U|i#B!c3VWC)wHSU` zSFd#HjFkoQVo^&~REz(cIC6kFoI;l4xEeRLak^{bY^t1$Y=1#aT-l4g6j0R+ z8X=Ej+Zk8v6p8%oj9CrAqUy_-vpRcLV<^`{zkazaxYlYeZhnoJ@MQ-^6vrYr=&1`A z7pt2yIk`Fa?#A-E@{tDataa!_fEs^LxgZ1o9cH(G)39b5`}W~R?jmI`PLt|wpI4ZR z!ZTgoVKJA@2jm0bU1)!S{L(QKoqGZUzmmaJ|NqFy>ScbtT(OvZcOgz&J0C!$;*x#g zz5DQR@}9qPcO8lNLp=Z7M+eHhT$fj@zOhyt=Cutk&zFTENTrlXfXOF}%T`1rm= zwYW1NMcvI{MFzLEQVGx%gZKz7ef+V3W06#25z^g>6J%LkA1F7YGsD|B(Bfx!Q z3Tj`ZtnlyO(^o)Ld|4+a2HV z_$cECZ8)w%=ECc58kmgt_0HLY8jfa(TzVH7Dpby&*iEZp;0fI+T{?wc+wR~SON!YH zJSBJ&=}iR(moT{d(6NfC0Z{+6FE1Hf4Bh)H5pogfWeK&~U0%i@Do2{PAeKNnBW%zK za~d;hIxae|KAmcjH2#~%m&He)MPNvLNJ@(KPgZ02W>%)p$-z`a%iVf0S0_Z;pNg~1 z(AV89%l)b?qk-I4+_%|oSSDE!Yx9Iu@JD|Np8-hY!`GlR&2h7VgT^`R^D@$5_4b<+ z8z4$Vq^-SZ5Hz-dGZ-Mg0!TYM8;{jCg?Z}{VE*nysu2<&Pt?Zv!jacrseSp%#91mk zVcOa^Oifu$eO~sntY&;=wff6F$U{nNwc&ilQU^_Q-?Mt$fo)IWVkf#nf3AdJl1;~+ zvZPy&UW8`yNS=_l%5pf;1`Tz+WfI;hh}R9aDnfuXOh-I*N3q9QSTdk?1{z>}D@23y zvXZj07BoULA~cbt004GoTta;J!9j!9^%4YB^5f+8)`{J_-qiD##EP`bwcns?r(TF3 zrciTeu?OZHXU>i6?|u!_a7irFSs`=%C8eKZjCJ+{cgWquGWj(5O)-gM= z)rsfx?qjKx9E#UsmY$YvAvXKRuusRDaLrIH15NSt9pv11&9gQ@?ZC^McmIM2VUJa3 z9o~W&o@PH*o3pJP^9)F`d(qr6EW+ry!Ls!jld<71FZ==mq|gL#@R(B&%IuZmSJ2RS z3%>L73dP6%4XukCcDh#LH$G#6wk)E9q-vg}Q3?8^CaT-ATZG!*Si1Zt)ZqZ#CKHca zgo+K`O~Tn`8L9;v>TKkB>wIzazBpw7Sl3-;!%xN$dHS+BLly+D%63{8t+vD-9kJOc zWC&5?_51ChWLhg(iQxmUo(2>NXelcPfKQop+1esPndCl_DtaOBb{bX@7Th-1^A1+gh{oe;Le0tlcVGpPfe;oEV zz4mw>pJPPm;ZCaT34f0b4zAQ^`NW-h^zzJYef6tS;rRY8?ySwz^j*1$3OQ?%4LGS~ zi?0E4u;g5Hi`FCDgG^H9)h}5iN*3d?!~mN#z1Mq!3LpPTW*x5l>!2{0JJ<_#*`>Hb z%MN+K%-enT9ax1<1bt|8>EWM0f9A^&Z_B63c=MYNJ|H`_#Oxb@P7z3Z3NY*r_Y~|K zm^cmfNrFu89M3^@#1BOLSL_G7z8mt2Hm>1?*+8~b^bT<8P z(|t3JMM<1_Y@r%Ci-(gDHjV+zBt;O7@&EDgtkAFO@I+|EkwT$#py55=_RWpe$%0YaSJCf(_8QU|G3EHy^4l|bFQyyac~>g> z{qs-c9BeI^c#zc(c-Z9~#-@`=%fZH(psD!YqxBqFe8X4G8ux$JBlf^otyFYmMY{9i z5V{9i2VsXSbAOn>4$x~A{XmTYz3v^v929)$ayFn6!Qu1IQ`k6L?{6> z7?*ZiN!nOnTy)QdipCje1keeDrK!bX@G(- znBf6LZ?2%{G?<|v;8w8gjxL-D+MwY?+(ezG+b1sLg@7b9Yrh=kePMem<~==W;C^Mv z+kUUC5!#?9O)(dMBQ)03KVWcQ$Id6d!X6lSRGh6vCjy-tX0G2RID_!m9cyYNjMeD< zmA9NZz4Cqk5}cU=#lc`m1m1{f4yH$=pHxD{wwoRxLjs+weZAUe-n8J}U@Dj8<}*7q zJuhXozlHEdB+j$@w3#yeWWFWW_2$YKwa-nfJDhh@?5+QhHrb-8mOt$A37&ZD~hJlR$Ft(WpK$0#WmtH1M4bO{NKib(^u7#K1*l|z2g&tJTkNA~!T|ZjImkLMfd_Boh zI%#n;=JL))Z#`){`(j$7=&ohwT()zO;a^@GA2p3C+*JAe@Yf|klCKS$p;jfv4Lo}9 z0v@Xcit%ee>vgnrK;=Id2S|IA2xM4+#WNIV?yK zon0ZT?j;rX>kIGMOE1F)Qyb3EhvxR6~K#93URIyxq`dXUwI_A@11n)TR zE$ySoXEsu7bfj%ny< zVE~Xo514;?=3E*cFYi-Z6Kl7Rhl}lv|TX~g7*FGr)9mgu#-#0+Za#e33b>G zK7hJh)dT?&C|-`WLgQeqTmg$P3#VJ@iWhgTm4{RC(iiD#)0BHP_KiSMTPMy z8pui_$ZrsbYz|bYweXj9G*%-hli2~&uvrrFuA82<~LfyAp z(Oxbh8C$H&&r?PwJyjuFti;ox?A$1cmUa&syu)C zL!;fS&yUJi$2x!ve2mpuk&d5!A=kztC!-7{Y0KZBwpK_OfkR1QdS_8wNq@?qbl6{z$ zn;^T0@KSVIczIiC_MD-icj zsEO^T%|CLaMUPUuS75UPrcfHN2L3T~?ZdU!(ffmQIB0gvyX}##qE0a-f3u!E$?02d z|K-uOyrch#VtPxr>nNkagaX-Gsz>T=-H$_0)Ng3h`c5r9BRN}Xml+v6#htsQDRM8$2i_2vHp zjmrnW+a__uzdfOv1YpE=x{NMs;&JbtF+a?L8a~Mwt@*CrVwgrK|1Xc#sRR(GrbAgP z^8!Gek7$b`BV&zGf}jKoXwyzQ_@l$B^av>10xK6hK@K=>>K>K4sSD$2^8&~xmu#n1a# zV&@^ z`A&Bgv(+`XJ{!UsC3Is@L$4xA=RFp&iHDZkV^0CPVPd0h#T1OrA_F}ef8Xpy>gsq> zR}{X6naavKoY~XgspWepSqxvr(3xwh;JHI3u|T&e5SP#K5<#8}CICYk;CwnSgCzG* zU_=3VK)v?{KQw`JV$AUqjZzkklk+yDt)13Jiz;sl2E*|KZbws zo4ic0q5D^Pnba6ROy#9dFO6*tV3Nbn3Y>_4pC#&Lh{ZB4*r8|LOb<#sSv{t1hO#2B z5h+(X1SLEtRF!091^9Naq76Dy>HC(LDbWS;-nQc7ApYnA23UZbg9Fw#d^97-Yt$Bx zG!{N}DM0(a`fUn$qGy_2=N4oT=nPeS9=SEK@LSQzipP`=cZ(6uj=+ZTG{IJyqQXQq zOi;54T+lbs_M4o5V+`dQsyBOdD*X+Q6EA-QZZ_Fefv4zRq9TA8Ual7E||!>13O6BL)L_9CPK4gk^1XGOgVR~_Ml z8z=W5=&CaNLKc*d5NyA0H}pkB;90#SI;Zr2m$%IaLZqGuPx_;RPU#n&EcYKd<>qlh z%gJ$U5uvBssL<~hdk)%K1n0k=am(PIoD3FXpUO>Bz7;ICl9O>}7$hGnA}ituH}0?i zH&$Lxj6OE~##V=G#`QT`hllZLozn!(r1LLCwu<2v!q%8J(@$?!!eN%2qyAkw-m2-l zE8Q+19A+wmqwZr1`pzkcjGnpcuaj4mW?5*CE;+7`?7dWm znl3BAJHk#~+U_^e-|)61;iZitjb z&i#oDzG=f+^^DNNS8E*p`SUc++`$_e8rQJ@Uh9v&YZaK!z}TF!C^O?sE)WWBJp$EE zav~RhJTXcwem!vO*FD*bv2HvY5~-jx)^^l7*$!#mEz$dqq>V0A!&R?^Xk4N~I5A6%PtIHX;={AuU`FQ@32+I{fD?Ne{ zppl7zD)o;}?85ofUUboYflm+TXSsNp#w3udiPIwYwiZS&u>JI0ysQeLySV76=mIu1 zHLGJT5GKkC{rfsPpZ38^FIW0+5m-DT0!z$buc&0*BLq+m=aKuGn_UvI7$;Y1!>^+2 zo>(pw!j5E80M&BVe;Km$UAQTH_fI-R?xZ5J5S$y@ib%Yi+kQMKd#~^!Z{(jPX?J?> zQkH{%SjyXS??mJqeX7*x_e@Z|e`z|_qyyv>o%|^YaNNM^j%{dko=u+4WC))Mz*JUh z+(6C{n(-r0o`puwNJZ@ZY*F zPfXG!+nlT+QSE|dgz^ABWA9oVzPs-(%ATJ$8nHg?3l#U`vntl(rKb3!KtWmAm;u{N3Ko z9fcR^<8l|NG~?PPtM}uqJZ7ex4y>-er)+RS(0rFKbGp*1vA%BnH`o=cc+Q_se)4~p zbfK1RBirK8Y`wGP+cy~F1?$5==BVq(m8EY4=x0eQsP;D}R|BR~sPwvIPlsiv?#v;c zV0`laldhaZ92?__k1mVZiP4!1Bg%W>v^es_uBjB+J3{VC_UWOml<_CKuVf6yei)bl zH$c?OPaAr=r=<5OqB>UZqiouI0JTlOGr;)B#7X`N{KF6AQL7S>_uy(WPRVUg7 za=l?XBxWwJ3uS8`_f3*+Y(E!I2d9Q6x&T@o5PFKNlsGqF7Nm{g#|_^fs2lAh zMKkDc5g!s-*rqHx4E4MDTOtwC!$%q6`Ie5J_IjTp3mc(fRt}=8BNrZ}V+#jD(j)Mk zdzmL&nG8Y@l-K<~AW#UI-4^V1&ICxGUn;IJ% zs~iJpvPw=7!1eJtK6mf#i?OAts_P0kao!rnS8s;zwk9+P8o3`E)j1O!At8Z4wF zB&Ai9?rz4wKmn0%1qP%$hcb|6q=liwA*6GLnD5zx=e+Ox`@ZY?=D%~)nZ4IuYwc&< z&mEZ-oEP3vb}CfKJ>-$bO;0FM9_f@Nm9KoJjOpVE|0zNDT%fT%+Wy=B_wkQqn4OL$ z+uhs+=#YkP_ntJvf8JH;o(YkkrYe6rq$mS~+f~hPwW%GoDn*gIWCSqI)J~DRHcTg; z?~}jdtVCU!>3*yNo`S>9`%W=zMmWP@RLhi{D~#tcgniHDjY?<2$3N?S-kfrQtRiZLrfU!jl*)N3CK+ra0KP&XDdn>*Hcbcn^?xV)X=1z;Ihcl8RZ#{W}cyA?^QM$)N zR)45ndO|DvNJR7djpkF%R&>Pm^^zUF^ch{`WjueF!6ztr1&*FPItl^6u=>5<@Q55O z(Nm%D9DUcvqQ&upj&q3EWhfzIfGIQXM3`Ck1A?L#>(Wb8KtVcrA_Msm7zd^GH}Y($ z;MsC=uV1#(eI|3#>+5|9DX(B}ZS3HGYiIbxU}9A_o{O&~=c{G6=%qX#JBghMGxrrN zzp3v#e$aO3m3*xTdBYD$wqh~$)C$;bP;ppqJ=tz{$#?hH9*JUlcrISXF*W5?8*ztc zXD==($E&29Nyi1S8|>zB*b2WgAugOE<#_*2+H?HzLkQpiD0Ldjbro0FlC5WUkQ_@l z8x3ipd`90tL0$xeSl&gLF71j!;8v_*GJ_Zor31eMLM$}FN_Pcvp!6^tPapyeUpz*Kyw>_t zz#gZC4W+kFEqqQhI%ug-aIwTnDD$3*)M|wRkck|&k@wP>H*WfS9RVKziL@jQw~ji5 zGim^|$lqr(^6fR!&k_Vr@qYL|f@cMihXe!>IJ<=34q!AZmH;_h+3*X7<=^?Z-a~Hz zThU(iMxBv)J>bB(=oXaE6d_~2@}%qeU|L*axH)0?1Vtp^KXLpc=`k!G+p_p~*@w?vPojUEWxPyezG=k|c#R z@^)U9=nTStdST$~p#{NPc{PS77Ca&32y~kp8Cwu}^YPoaTPqN9SlIkc9#T90s~5(# zEr~i)+p~!kD8xE0=H%-qCBsH)-uDYtu{uN1(xsXsG(;JqgIdfk+am02S)*jzbU(IO z(UWhqs$+K!2Zk zz?UZU>u`?6I%#8L8s>75^bk1rUqhf8P%`UNw_LVs16z&Ud~e*_sH=eMc(i02bsd*< zU@ArItOAWSbKNKi6DvDAKG2qh(yB4|Nn5*GZ$mQL(G%5yp6G>z;=0w8*!NqK@dfxd zFZNG93vfDlS2X^8aI=M>zsvB}dgMGK=)%IqjxIPFJ7>$ez77cJ0;~LNFbvj)`Q^yH z@Zh@{1h@)MFEuH8Lts%bL%?ZNUdsO`wQMMydrpK3xzE6G?nBka{zB(DIpx9LuT8L9 z&j@d9g~XFi!in7ll#aePPjGo94-MV#ULsrpJPo2ig})M-YGjvIcwd&jvg|71ud!6C zd*QKzpJi44)kh3p+#<$!jt2a6e(3s`sdU9lv6n7wjh&nb(%k-mB+E|*l@&2xZoKE+ zAV-TFkvb9g^~47B&+_s?A=8^hgz+X##d*xOf+3K;&^o5-Bd`=U90Xuj>0Tu{CZYw=1ueTK~q$_TL&uwkM^w zN{mzbjnBo$mthi^E3z^?y_A(7RMSjQT})X6X5=FiWl3TZxc1q!>)c7oFTD)rg|@v% zJZa17=REh_w_a|f6JPk{ALCa!Us-u?-mt)cxFW^$#^ID(`l%MoS?-2(*9aD&75y6T zYc0Ru{Ps>{fqUeMH+id^_qoVN{k-PzprdJbBqS0u)ujYJQHm9L zPtu{|%YMvEci^wTass(>lVgc{M*rm}QqR3H+DPI6nanS-KQbAw&-l*irSbnOlM!O_ zTK$ZBPM9yKoDUhT;{=?rka`rn8oME*+}LJ$13*JPp?Uo&MeqGWr18UXu1mL-!0JQU z@B(Yf#51Ylsl+O1PfYiI3Ly<@OJCo0~|w{%&pfLo{FlRkOoj&azlNMewX zjR8JOw>S&XdVWZKG5{um%Zv#RbFw5gs_r?rkE|M2f&Him-Z#Aw917Sh4|NT-9{NqP z{eC3$&?EpIG;w0@+7Ax-@%;-OmI8g#Wx^ZPs;80&%^R^TAsKo7Tp~o;*gB=CCU9M$}9}N z?VzE;G9wX}%aA19W0m~LVk90cp++cOz+S;IFtTLY(1SOqAUK49GFur0%Ec~jyHPD? zjpGGI?aXQiTb!@)q}E_{v`T#4y$bZmOro=Xp4&MN5`vsEWBlkw0OLRBhYejeDgpQ5 zhVP;&Y-JIAL*a(rW;TCag62j4Do_-D(tQDWcp?MpOfd8h=p{_v3~YG?t1`A&&76~; zS}78wIbJu|2&0V}dR?A}5(ndBa2@*E87JzL=5-o+EBQ4B`P*|Ky30f|y&;P$uHy2~ z5<4Rh-zhmwb%@NYyg15~27VaR;FQ?~W&~h&#)>tB+9iwRu?J;yti+;n(?lx#>U6P+ zAOmr;*{5{5VS)(f6k}jn4~TNUBW&8Gqu$Z6{UXA@Mj}pQC$To zd+qERWO5?0jOGL7rE#t!2Wq~5?`7Bqw+;;0`@RZ3f{L^qbA3uu)Jqj%IB$i|SlG~s zjw&nuxP;^&!elb}(`e)`Gz2J9-*99FAlq)X&*hLvbMWwCb$BmW2Cd(iChtZi(TD|3)xRd2+c?HZFah4x1qzuo%}XKe z2$+LnZlQE2g<=g)+D>KyJSo#VC|TPlK6J4i*$ZV}wel0A2o9jvB7 zaUWB3-SDX~{hrq894+VOJ=N7P zi55IPs}qnuQlwEZ}xJ!>AHjwtkuBq4LKIipJPA%9@!}rb#rTrKoi+9 z_sg#=#ob`MvBsU!FdfQ7&fqNpp4-z*W-TgOWBKMTZ40`CZPkeO$PZ*Wl|mZo@zGrP zH@-09^UTrI-#!u6$9p|5cZE(|NpO&m4mqd+DuO?l+m7z5?HjXW3u(*78oJ02dhZn= zGAljZ^MUwg-^IOCq4>tBqO!*v+XzY=Imxy9iQLgC8W~}U@7B2VVNI+n|1}TjTW2MK zeE}!1$H>XvmNds}vLLjI&ezY$>ljv0>cN+4j zp@WHVjUw8XNgysW!!w%TrS6qYGg)yCXi7+Ff8OyupU&u^no;Ie(h`s56HExIxEERk^`5UK0bo71XzK*slV%>N;Z%!3Xy(d#99f z#t8k~>F&RI|1Kn<*t_Qgj=YU4oXMSToGcYf+IGZGS9qwQtJ`qWn(~H4pFX18M3S~Ben`W4FienogQE8fgIFPw6uT2;@(TqvWnYx zTQ0z#q8>TGtUdz(lJYc<)mD4Y>Y?|u?z+(meTi}LSwDI?$;o_PSO@nMdx8yl{dGPBzi#pM zqNu3uj5%DSpq>L4KvchGV$}w^x-nbfVyBAag8fAqSwkqP9Zoe!vk*Rm$k|2WoC~JM z2D(<=mf69@)ZL9$vp>FJ()EIHUe;+z>^q=_D3#I3@;4!_LTKDs5e_c5N3V6LMwhYn zd4aqMHr;eY`0&W2mRe2?_!cYxvbt1axG}w{1QV`;Ni@K$*JiI(45nsfWvkcyc_2lm zx)cU}5Yk;Qm1XvyrT^&XyJUZrat@_JW_3?zz&^mf09pOY1^fuJjjw|DK{Y08dt1^_ zjYp5gIV%O}?!ht%4LSMpdsBbfaFvyM1HkMa=j12gr5DQePHK(veJLZnH^2x2(Io|M z3k2a>&SjhTB?h~cBiba)T${AynzcdeZOM%dV%b^*{1e-|0gTE&)J|xbuYQ-sA6;JS zOwY9VWb{>ak#CO#a?{rWkg1;+jOa{e+rqSwn=Vh~#>{DC<1|f2pPbejTk>F5Cm399L9jh8w}i*R30=0 z?FdCdsLrEz{?F3@h{=f7vin_p7Z+boB+=8PIl(>Mi-O7SfI=u{#Nq4F%R0h77I~lY zC;Xmd(#OAh`on?74?B?F>x%2aMnZ8(Aa+Tm8s` z&-6WlH;!SJusZ-Liun~>m8-+p(%4Ikkw?tT<~ShKZ=d-tkJJ%G-Ch)m&l~4+XXQX>otWAfE3`o*$tn+ON(Tns5RT;=WbuL|<&0VxbFKQP5;@HU{oIRW$o4G}FQx7+QH72nJ*r%6(al}itR2@F&hvu8%G7NyLAqCS238e%}UZ?NN#S8=~{^!DbG^2QuE z(N6>KOa%;P^F|u?TwBetcr8FY%i*pCPwizc>1^63gVQ30xeF~l)hhtZflM(Dx$Zb$ zzOyL3pV<~`(~)xNCr=O<@twf_N-Vo|xoBsbykhwH31n=40_&ixRj^I9`n(3G^KS5X z{{VKMh##-^0%q44k6V(wr#ZarWONpa%@t}SuE^{O-vj>8_Mrb<(k^Wfp8VpOWkRJMW%_@SA&j3gxvNS2rpYRz5^hyygDXAjW zrYGQhQLIp%;hf{AOfmCQqZEM|N<1I+8=}y?eDc){}@RDK~e$kXed z#k5@jLQ*@(WOU4>G^Ln%vIy9HTc6zqW0zT;TkF)whp@$>Ujg&J26HwS*Dz(8yA<2`~Jpd*&s z7A*U?B+>Y!7pZTacMveue&?=uZ zQJI*@U^XZ!lO3^*-EGN1)mXT{foE`k!a(GouAkF1-445mKYC!k{hf#T)T}$Jh&1wR za2QlLSPiv&dKj-^7I-Quf?J^$P_y)Lk=mb|qXgA}4Us>hum`>Nv*J$F<_E{+j*P*a zHr1EB%S%DW-L1cQ)*x)nVs%MGW5l{dum^m-TKXZ}X4?q)DDdCMMNg0Fv86s77N>6) zyb@3YoC{__?o9A1g@_swAfE-pap_%K}umQ05an+IhDi(ielQWQc-H2ikKPuvu2X zjxQbI`EN0M&R@q4My9E!CV=g?-gmLx=qBjMOa!~(ms_$KtTyvo|Fzp}$djts*=nM8 z+k(p{SRrNLq{w|)WDg!NYI59#ju{`jYj!)k{d~L)T}EsuOI{ETVSF}&4hH%R0oLhv zJCLo6`6`07rnij_7tb8>PN zJcUs2-2S!OeDSQv%KDcFM&pQ+wYt2dq-2adGIr=S8Z@l8R3zaWGGn@6aoZSu*mb5B zpRX77=v=&uu(I?$j?^t$5^Gsf922ql;Rw)8oS-m*J%mOHcCEQE8lx`|W+D$kUMlzR zf3S$wwoU?HV|w7jA}N}^vvYIV&_d8(?cR%ilWPw?n)H8sG_UNlH&YM)tMk%l=*%G> zULKTktf&T(?E{p^(F|8N)I1N{tm6WETlO9(8o35j*EP@MfJu^MCL#e%M6~5OuJ6ym za7V;K7YMiN;1vj9jO5pz8ZeC0GBur`5!;Wdd-b}6432XZ+oPhaY+^9d*>`WjHjwyZ z2&F_hb0x( zh2NhiPuLGt@6z3?GzTG>Me`Pt;Fb(F`9;UtfO=KGXteuX{p*A z%s}lW32Z*~M~}wL@I{tA52e`H*m`TnWx+K%Ke%~ERZ(8bd-ZqV-FO=Y@w#VuC{!$<63?>qmkvZT)rA&%r#U4nNJXoV2ZNRYN#^R9>T=<7g(!eoY) znK_QekQvp-LM$KSpX{c^jO`^9$rp2d>@+!AW_$4HCrmswn3zoDu2p(=YLfEJZk z*LnJc_0OE^U_Pk&$5O1M2#MrMndyduI>d2nBT^*f4Yc8TCl{=XKhsIlGBIU-`gBqM zsKYT4Hn#6A29+v&^x7}I=NSijY5BXE+j68_IJZHYT=@9LN(0k)2=4`A9$9Lb2mZL{ z2(TFcBf^fqL{}Q+^z$tUV)Ky+1gl3mws~!gyH$p{crsmClM9yDNJ+5*rANL$om22T1d_A`wMUNDx=-p{~jYLOSdD&e#tDU`>W1yz>yAUz#d<~U`Pjf?k zw?KJB@rtywG>{pUe;?vMh3qUX>r-6#jp#zYcjT$;!Us?qinpTz|T8ibwCK2afB7Eq2O?lo}4%mSj?K~C&^SY_QTa{XprJCsE*aXv!CCV_l!}mkxoKCVgvZ+`*Uo|0#%V7vBD+ zN6l;6)h0!HVG7$}&#+-m>hEMJ48n1#osWOEx#GOhTb8fMhuAB*ikzVB2lgJfUWp37 zaZ`>3*;xII5~#Ky#6cOq4c-+!D;u*VqXFrz-%xqa){`DpY=3q4f@lK^-Rxg99djV7 zTw8LQM%?h>fCKLTV7I%PX%9Fla0XiwzT41&?w z4{FpEtM1_w2mrL*&t!!s+V7jFK=jU?Z;eKFE<^~q5RM?60$G`asS077>(g8~#acv^ zwIS1_DigS!W=PjYuej$*3&Kfi=%99~J!VVT;n$rF;b0CF0pcv6h13DKaTb!U+d`jp zFE;_P5kYXw%F3p$J?})Svc*26uxEATmRtZ791)KCtGxC+8*>902y`uS)E)!jU@>n?{oO`qOhm7~_z(%hQMNWSJ{eU5T#u2_5}AvaQ#cfKsZBOG!$afc~2%I62|Q>ZL;{lb4s(DHmX=em0L1~z`3o-bt;X8B*03sk3tP;lw0qg2Y&7{ z#FM1~dJe)8rR0YwB)b6KBymeb2yrq6lQZ|hQ=)B*PepnuF)w8YfM*uNCtGqgX?n|gkoLCNp567_xy~M)b(o)+{L)hFLbY;sab~LXiozcT6{?Qz*bgXdiq@mGdCTXY zB4rm;6OY%+BWEnmCBQpyve(#n8z~oh!R`k3E?4OQ1~e^SyJVPus3cYdc|L5c&SV9f zEb8vBM&V_CRsC7qnW+*xbL6%{5lc}JF12Rxps&5f?YZec)pL1NcQdN;^cz~6ZYfKL(WYxQz#>k7J{+oqs>xZ(A1fpDc)2o}FLJBa% zV8mjkKaU>;fM>=$-HB-jx$yrw{Da-csvZ37fpT^`x~xWUY*wd%DI}A8XFu{J#!%Zm zL~0Tuj{+%?IYhG;*$l=Fd$TE($p)P>p?Rg)QIP90H?Z_wL1rhx;1t2~`u|HU`R*BM zq*{ll45zac<1JBpTFu4&cvB@$8VRvK+NeTP1OEwi-N%Qjc7jv`IcV~D(~X>|=(q(8ne@sjZeEr=nn-qD;G z%&un_8L;-_ZM}83d9X`{>%?+r8%>t}T$YB4@_>r`bw4$A^%#3jZyxbI|9N}cmif4_ zXyAa?zVT{lt{k!JYcH%c5BqCWow8@-9l@2{aPx&;^&NOUcSEXhI#_qdx(q@FPfe}Z zA<0Rw?<|dzqRqFq1>Q+Z)PE};%lbe@aC8|`1_DbXVotPD_muMlFjl)tFYUw@TJ zvQoZuTZHKou_P`kPgB8#(FyokUCCuSozBU7#vC{G{>hMv$OR9=`o0hR|HIPM;7xE5 z?YMhS7L`IlP2Xj@ey3^R0{_zo^0Kly3%Jx)9FlIy638g>u$YF|Ko3Y6SEt+{T5t8~ zHBt%hi6d4KTP+xhHD?eSjoK*DgDPzG#$u=|_Ydlx&oo<+!Z}L7xpg!R&W}xb<=N|% z>~=t7rK48CaozPPhPj24aWLlzFq>xZXf5RIt2# z+8S_Phb|g2OV8*oYFsUV*lFE~%)5y%z+cLQ1zIT;Ue*h>)FiH>|X9_fEM%}k$3;iTalld!@PMea~)rL*GzHFiHTx&#ar-z%vZ=v z1dfERfWW;$=PJ!W1H(9qpcQon-w?)+-dLTnFp6jwbDjU-4hjq^7Ecu zRXR%yLVQ-Q)&FU8x>2L@WWU%=)}~-I24i}M&iDT`+?Zb09JJZ)9GQ7J(*{HY`4D^Qk@^cA$*_Hfp)LemF?TdVTcah+z<;iwIn*niu7O8>nBD?F@j%J0k zMb#1fK_T-+6^j!PN-ZP#>)FDK^pBJbcFpeB3U|7|r&Pc$b;;&dew#94P3W@Zx45FH zyGnV-p?^0F>UOU~ee*J10yst+m%(x>84iYT+$-Rv!|AiViI`psf|0gHnz|em-D*hh zaXojBZ7|JfEWb~%k|-XuP;LG3Q#-PmSGHCSx0VdyMj2eXJNj4T%T{b*3EP_eFC(@T7_oX3Ml1%IhG@nbr1|%b zgGxv?nEBl~Az^&!A>iw})eA0ArU7(&2P z_s6To|^ZfQ^EjYP;^p-nft#-3?H*pYn z9_SQ#!0_5;fXjI0`h&Ai%vG*df$_c5(7hPaoqHc^@Uf{ph)h@$+iQLo3y3@&<*Ng) z@7sH=C?upfX?DXp<&^cCyqO`CA^7@+^-^RNL#@7pd_GoPT8E0UZMtu7xIJ~e8G0kC zVi=te0LS+9Q_U7?`VF)Vquw<^fJ@M&{VWlp(jHlsv+?3*%v~&18j{QQQmyN+j8ahLYJ~9pj+-?_m_Hsb9nxW8 zwex5l4Y~Vm-c)^0?G(G>DC3Xx1ZL8m^(gn^ig4HSSivbV7JMH+Ugw}>@S(08+Y)!{ zye_u1=2>HC1el|WbxjEvp=c8Y zagJus8&RZBo>v6fzj1&qNE4!^;0@x{s+OK%IdweZaV-THL>C(!xexr{AEyvK(G$U< z$dOSlLz!PDD_8hoJgS#O7>`3{RF1T&+_Nn@o$f^S= zJp04SG-XbBI++dz-0>nEl{seo0{KfN|MBn>Qrn0YkJw-czl&yhph@|T7(|N@$I7Qf zDy%A4Cbt#ouO%H7bl3E%)Xnrg@RDDG|Ise~oA6h~yOQ_txqJ3qvGNzU#_w|=rmH{c z)5+!P4Is4fZU^;N0yS`J?)yP&F=NUXmm|IExbx=e0E-JYABuHD%Ymg(E zyx#cRkn-&v{023qf%urSG?0ytKif?&m3&jfho$ngYj-W76?=avI$u1bsL* zDG%tK2s9^MuR$5v)`n{@5}Zu`WD(a5iW~ERUpGO^PzA=xpVFcm_j6tH5vGh(c@yXm z(xFeTQ#BW1MO(-8X-%xN6P#~3`1lqIynvQr=eyfll;XI8DrbOUngx@qi!O_i%sXJyEnn?SrcLP0$au$eB4ZCuwYcvZ&%CI5X>G3o_tO_Q6FvG zwMWL(!9oh5rGkNQpT_2l-Ay+|*WWrjvTW3&W1!0}AqC;8DlTvn1wh;*3F4l8f5bhG zP@}b_y$}`RWM#=028RCo0rzR{=6ESX@QzUdI&&e=Xh7MkdhFOSaC{E}ZjBkP9g;L5 zi-R9=0f71j{NpDJ4f_ADyL=}?Qh{NRfjB@YAaTK<7mO^PEE=D`1; z(6Z->n8Hufj!!|>6)T#E4>s7$5t?>uo36fihWMTZ#Mx%e=wcs5=(i;zZnU}GYPtR#Ft!kJ(PAXjS!d2uu+>#-09P$96ukCS5`5fn z5`MG|7~M#?G6KvY_L*b5wJ(5`oeeqfI<>$4$j%vxpLc=B-cW+o{{o~)=0aQn3qR-lekv;Ls)*q(*X4;;dU03V z7dUAd87@xFsXX^aihpKqe)!fF-FxhzEs(=A9`)BRH;m`*O;`IWR`|)_8ty7@=KVoo zX=xFg^+eusDk<8yCjg=X?brAcvLVF;0;_Y^qihgYQOS`#LyBg44Mf|#f#20%t7WmoGh6eSW*u{YWjLDzXts8AOszU$)1qKfxu!nmFgdSB-ye$1uJLBi(xnzLgn)<;2y5P? zWb#GPZ^h8>i;e3s<{65!SP zopP_wt_KF{KTmk)@Pst{kkx*r3m1~S_I^ZJ`Yui2yTmOr6#E?R8{xk4qM-*|wK5av zd$WpeAoYgcIsP}rKwpK-vS0{b#DEMSe%15!aaKgX&8=UyoPpCXcg=+u%EnSEo}ky) zwl?R;0?ULWSqn@G?vzzMq>cQfxZD9ifoqeju)pk>tVr+UBFhZ&yMQ`FZF*O6O$cPd zVB7_cN}c};eI`L{G$Keqa+tvvsKI&zh>4c1C2)*#++}+ppoVp-RE|6qUbtZ;R*jS4 zE&SB74(>Pbp@#aS8Y7l>GirHg67+z#&E4XrJ54$sBGe3PMAidO6+$(E~-q$a+# z+)e_5?#$sKaPqh4E3r$F7zBHj4d{p(c0kB^$DcF;WQzr$IuS78$&W9Y6KK(I3XGKt zz~d+@_NDSqX8;@#mq{lDzDmlXuWpBO(AMng=0!yxJwFA1&n$MC4c_G*`j-Rrh$d^N zg0u4V&AELHHME$iSK8(s1N2j`7>+`eC53#br7W=$V&FQwZ{Pm?X#nKY10cSyo4n7~ z{XaapcOegp`}GQQUJUBW0QhR3Mj3&rBN55*r!#?&u0Rjz?R6MN<>tJT+<)54hW`^G21+coxIpyu;MkHPN zbAM{crsgK&A`j$;)k{uA&u+ke<|p3V;j#Q4I6X4X0V+)AC=$-LUr6Bu$1;)A7Wn@n zKK|j4p-NCt#$7S_s@%3r289`Ix&>gFhU`Z`SN)H4Z3n9AD4@ZvjC2V8OP2$EquOWj zZz+@!rzq-#tHy4D6!c4w8J^xr%dtItr3qwQUiv^i_-`H8?Hw6OEXYXOi<&u^DQqa~ ztVg4Wzc}oNE+D%?JUxS1!kl^SiuNqYTirH&Z0fK=U-1)8aOVtPAt1B<&SkX)d>Vzq z&^{CI(p2=-0hAp(7Q_GEAHsorWI4(UmbI#VcTKRSRwANrJ87rAR(??=YtY%&sd)7Q zw2peaV&vfWd6yfbyvTzCUT7H&j1MCj!~XYQauZA(ZDO38cAu5*rk!c#$!P1)*FMC# z`{}-8p=?=MB?s^Q%@roS@7A@Dqkg;PCvKqs{ws;F9q)1D#q+&?B{juH&Jo;<*$FN6 zE59lun}^FC1`_YGSavLo3A9^loL6n%U!a0{b=d`22FR!6uM6m1V?4yonR{k69qqNf zeTnN_@ok?1eY(j?p`O5)YERUspWus9%9eOI3b<$lZe9=Kl}UNcvJiCFHTVJs%BS2p?B%CB7M zt8rFW)_Hb)*7%g8rXRyX5PsmiEL9-8*;u&~X#saWS^u2yHQcg!!fbPT$wnLH+pe8G zzw7XNS|(XcV^PH6xC%{F-4wqrxu5>ifw?RddG{A0o{C$GQGLa9tjPQo?`V)ZYB7eL zKItLeQ!uUZSNGc|nd&K?C0Jl|AfJ=Fj#s0V!#urpbhg_jjWTCDasx(}>r(K`HOWoy zal5v?-Amdr^q%9aJJ)xOjxNlYXX|D#c@29dqsgd3N3*qEf- zw>b%oMPe-@YrK$*e#%Gw?h<)Pt$@D-S>ts(U)j&CAhmnKw^-R$sR6_6nyT6;XW0)` zAcRk<%uHVxmZV%;IU|gmmgUB6lIbhQMO$O+4I^!#s#KREDhtn|_c$#)Yy5_Q+N1jW zYX+d+1EOY`z8$@!OYADMqQFd4E9;$l!i!J^2N}v#ncoG|&L%vLjXUnl*8B)^t3TjY zS0+;Mg|_Y9@ML}Z-)S%Q3=aPDTpwzO4d^i^npE~BbSyVT;q;@_I~*#a)6`A>cA=ze zqFAo)K0R+-yDGOd7v`Ky#a*|TnML7u!DrL~?PV|qi+ueS@{R}-!9hU} z0>B?$5g>lG`uD7zK-rgoHx`(;H!PJyM)nH`g#G}IMvy9`1q~bSl2jC5K}QD=?WgkE{zPM))JB9J@J z5h?s2H1*=Ay+}I%w{UswUEGH*lY1)pzcB%w`7}*(PeI zxUoo-At;uBpyhvO1Tv?JknBMCAEggTspxYTVLK6?j2%c>+pw}r4;Unc-o7OIkzI1Y za&@CnK~kzOwQ}3RgF!lX5D{k9=8~c1Tjugl$Pd+DMe7H(4XOkP$eS{0_{UxGlEt=Qj_uBhG`q39br}dluJZOHYRGK zUOs;wF*aBF^T5#W`oT+}trWnmP7Pl|Iyzt!18%237`xSovK@}v|;ArBw^L6{K`G`EW{Sy zT}H;=^4~ViS8cnZAW2Sd$G9&AT=hFjZMUWY+vU(X&phw!GDY32OseB|u=+EmUVMx4 z`gU>xYbPi_>uPXd;;Ae2=QPS3&GM;jPhn#m!S%f%oHyQr#t!-}U=!!k;=nBK`s24? zOh5crvxB*Ln%l`+IyzBp?d{F{eYLH2!rS4yC5hNg^H_`mHcnc&yM@8TZe3(;P=6)o}ZqWaN?c(TJc!m z@#jE!rQ)UqF7uGC2nKV`yj!=Q_^|gkr{>N}fBQoB>Y0Nu->KDmd%;D{X+7yhi+*CW zM_{D$qt|B?OEIOQ22o4TGAILyx@yv-a_S?jGi6{?mdsXeSc5U9mx#e3F#3lLAZ{=` zB;=8S6s^bH5cKB8bawS6%1{FVD?;PjzSujfOH0t73Nc~}_6iyuc^AY(evE4*zoZ>c zX}Vx@yM0@JV!hzISD{+GRg)ggL*Bh^Ls6onjnKk!V_xCfnlCSp9Wps{v}O3)y`PXu z7dJO;xZQS>#q!5OQq#db-09)11-rO4N}Ec_naG(8h4KvNH@^6$4m@)m@m9r1#yn!} z>ri0;Yf~+&m1jJr;&4Ii$s#Rz%`81)457G+(6rd94X4?r#1FrZcdp*De-LxX;P02C zK5{Gr=W8xCT2j4`(`TPv^Aj@r>C-iZyUE@(yokB6EKfdVP)ZwP^l;b1;lIn-W4@Z@ z+BP_$N`zA<>D*@<2bW3IVtTc+)`kj!j#)?zV$DUl!ug85^T0yt$Tv|gwC>jdMuB%+ zx?Plzjdh$>wm~LDb(I9*XWqU&+&zsxzgc>VWSiqSa^D#H8hci#DriiyXH9t= z@l~sf+d_VK*b!>GKd-dkVo{%l9lFhDvJ#W^IWMRLlLXXKzSEQ@QhvBv=tQ+{ktJWc zw?$V*DiH2AGcYl5zBgA(vjfV3$nk1tEZ7PEVnpK~Cn*dnzYi1Visd9`7;ia^^b(fW zX~mXX%M^dT(;p|Yba%G@2yiM-ra;Qs+GT>8)a6(uJ9afi?A`IUD83ww`K|DO3MCZv zu-$Oe!@`q@7nijTTztn`J z^5$-ktZuF^&|kHT=xOZUu7oXQGS+3F_4$DlckEBwrjJr3?OT%-tHfz9mZ}OJ@v`#Y ze${-5sMi9uUAAv;*J|Z^9Nc~78HulLjf0k*9X0sJv81L!bYuE-Jp%)$z{TqR@SW8t z{;HN0Z3xGlnZDBYPJ^8LPuzY&EXSib=qX#pvAB%|=?xAW?MDSh~rKx`%`V9sTNE2+TOX-{{CIrk~6Fe}TjEa<$-!z~+?b!4H&2BcroIc;FvVtOS)^ zv~&OBaPpW#|3OTjm)Xvgxap<`RfPEgDt@i4*?UnvM-PXV-D#T(bvONKFYqHaDKo@7BM z!I7!5okCG%+J&VvN5rCV%{0Lb$nPH~_vobAh5q%=sbc;()MGC4uR>294%^oAECb>u zp)gZk8Rk!H(PJ*+rhU~flGIMsbfGbCxy$dg;`+lks_pOyUCh<*;?~U4+CE;Nt)z&f zP(#w2{a(A!I6vZb_rk5oF&jsw$v7K9!|qS`Wg4h!@CpelHCr=sKtZ;Zzj5O!*kC6D zTZMy@vmvA@R>H$MYr_GuFCw~IJUg-t<2_zKbQ0&#_)5rXSBu{=e_!8T44=XY6s#Jp`1`>eD?C z%=D*%(f~g?sG!;bU2buAxN+kKlBZ1&K6UJRs{YA%!!@S%oKlOz(H{revrZmMGlN0X z@R$8Ud8#NsI7)mFjuj5kUL*$2UBT}HZn|)k$YCI0z zuojj7cQuqhkO*moAd7$H@mH}cnb7Y(65K4W)VTS>uvVdQvZk_`M&nAvE6VSo&)wX8 z`XUcsBL-$sz#Ps}rZbFGiP^VtPSBlnkTp3u`m2`Saf}wJP=(m`@!NhBIzMBoFt~~s z8W)GSh<*a@P@nS2H{U`WgV$rLj04T^HG122`VvQG?#XPcJ5%a%l=R!ZmsQ}L5Uw0l z=^?6HPZ*FdAC~qfx~B{n#%7K!X*dZiMwJ~reBZ+wg*x~Z>Q2RxZtsA%Z`Gk)yMnk| zii^iEygio-OXWqgcKRSSqtHy=@L6|^k3(U);^Up!t0FFo+9PeS==N&4wzx-LQYw9> zlN9kDr+wmCE9`yJa1q4YEX71cnKSPT3JWvVWW(cZ;0f=1+YwT! zs8Ojd`^3kjoN4X=;mkkv$&k%K80eOlFaYY#Ss}j$S(ygIdjiUCO)Z5rY-3)A16#t~f`eQ~In3z5UPOXqJ32{yq;DWOVSjOE20COflVpsFtk&-eS7l+U zT-*I4LySsqeI<5ioHdY9R6Q*(S>>2E=3x9@%iogE6X0GpHxD3$ zIjnLSR+hVsv0l7bCw`Fg%$e#t7ihni4#f#yBCVjeiQDc>3JsSI^_J_HM`|rnw(#4hb?ARMKwHJVATgJIF|ya%c2Kbon6nm zyVUNZPCSFdJO->=G0DlmMN<_C2n627?_q?cyc_*yQOooF?Izvyc%zX!SasPCaaEs747hack-Vf!xxk$2 zdno+B+=;%bh)_x@y&^+}5T^miSE}`tc=+uvpe&^VK8Z+UKtpX4-~*9HBv5+aSp-9u z**<%{oX7ZwPGsz~)7ULPGoerFI{Z{c>dkqqrO}iNspf-q>dTs!++k8ADRR#s5RMlo zQsgCzQ|ZhALGZiJD-63pBa*rbT*R_o5FK5n#zPYZsoeWrNBxn$7}7Pvq@*AYJyF7T z3C!*jXNenX{(FewaStX#ZHgyD=ZYe~@D^={YqUp1({l)1MC(#$PAEoSSc|8hDsW6@ zvC^+KGdJrym5nWVF?8-Urur zMg7RnbuY|l=>IdSw_v91G&r0Xw z;S@+k+%UUSe4F0Y&51~i?b$i#Rl6Y%?M(HcGPyLdFe}UO$p#GP&@N*h;@1m4Rw<{5 zzb3;P)69O*2>Q*GQGOS7(C@Kdbx#u8uZ@9_qem!M!_f6~A2Rj|TX(}Ce^0hg1ra?- zP5H}19Ps@nd5t33F+9@~EuMqXqjITt4#RQ7^;IXIooL8A`-nSbum^m6Kuj1qJ90wJuRx0O_t0XwRF~g9#?enc6H8jx zPmW~%JE0;K6Ph%%G>{mpxevon`6tKDeR=xk-+vN>+7GafR7=Py3694}#sh&0SaXfw zT>ANzF3-VuH_DX>8$6UR`<2}jn_cNF9RcqnbAA52x@-!hg8BfFqc3do6(oJG=#gfY znu>frIQ9$AWO!iNTJ*!S)h<(hly3X2;*TF97Atte+NI9Hfj#R*MS>?!R=0@k+@b?~ z$y~2T+SpPn>;-iOpPxO8JVvWGalka^@Q?b713 zJ+I|!WjHxir0Xkg9gF^e!5`fj&L{8N+XU@~PgNA!r%eCcSu34t^5$s*8DB)u~SK~&$oB3a77e_4rgO|vXiK+O+Ov+ zIB_yQBH>le{e01gZ+{RF^$X}>vDGXDlmz^*?% zc%w5xKB7p1SW6i>6QXnDuC39nBYw(voctG(sZBqo1w|T_|NgyTfbVU!E|I6)3i^x8 z?$ecb7l|p|N!c>-JP_a%tZE(g(IjjWBNU!(=TtFGHlGY?S)pN^h@TeNnI48Z?l0K3 z=3JU}NHA(lGv-sdJVzE8M|X-MR|a?n)^ZDN>;Um7^W(jDwG}FxxolwtHZxbU?9rGT zdjuzc8BcYTB>XAhXR32A_(x!sq-q%XX6D~rljz2#mR-&KroXclNj}?qxxBm5DUvmQ z^q~@L?nEgP$@PeTRGD5afcVxrf;ZZ!3LHZzB6R}s0sd@1c~%q%Ko5IYxWd}rKH+wf zE4BTnc)yklxcl5C;^xwHTX&$`WaJ5SnnwlPb1I=y>XVSSFktU3zk-`H zM|yKMOySL{*qO>Vj)Jce?;L*qNMe4#og435S8x-w6OMswWu+P#|6Cp#4|8knXYn@d zcubKqZ5n_COCKm)#=*Bns{;_PClN(Clg61lH61$=k5%$vQn)gs&=A_u^d!^KtVVUV zl4A7>Ddjsisz(sTI7X)usscNwr81nIDiZY-C3<~#zN8`VQbncZ%ebv6A+_xuXSMtW z_hhXTzAxu-I~@;{vFuRK`vAFk{}6BD1e6RGaX;c-JX5SEtZ1{w-`u^@*R0ryIj{rR zYj{3PV!;;$ zfDg-Sg=JhSSJU2)nRcOVaLDwZct2ZVfGp?&MUN3d$65Lr$@iwc8t1GiIjGWIU0%6GT$7-KagI)vlVa?$7=#J!>4B$r&#>6z`_I!<`S2b$ zm(hz^h~G*JSw8IWyX*zc@|Wi3lXuU(65HA1Z1=+yE`N`UmpWs$Jr8%C&eA>b-KYDN zOP9q=7Hn9n+cvlr>$EII3iv&gs&pY`vUOkd^5hGzWTv6Hl$T=qX`i(WZcw0A*vInW z{E5r;8HK))&!Zv*jVrA2RTA2|dKKA8?|`SRa064Chbr3BM`# za*Lb3`;qrPyidGJj011`l*`Gb!WzoX(ADJaZ_{fXKKt)fsfEsriGn1LmvOjfTzt>! zQg{}9rkCPu`zsNK0%Mby^sy!Wil~WXi0bF=Y2oV`+4V|!pt?-a(>V6xg6(lOv-tkfa~puWxmrx3?N6Rrl!KEYl=MyhJNCMK7aoFoC4hC8J(S-=1gg6>6wM;mQ27Mt>3uO z03cZaR4%oib%=T!V)c}$fYn?4$0*8$aWP!9H(LTP=6e9M^WvebmQw}7NK<3r4YY_Z zl1xM`>PfASLasB5K3#w685qslnNZ~gY_lLpwnNq>83t~$0rTJh4Hth}50uLmX~h+Y zoC2h`NA3>tS^B8~d3!5Vpq>IBoDm7qv2hTL=>Qgb=soNV{82Bw14tk>CFmfgvmK+b zOJc6{oAYS+c}PKhFPhR#uDcJPZ!-3P^2bs`hEt<1%Xn=_OrPURewdq)Se>Jj&kgn+ z2|TWC5Ps-qpK{7iFb~laNjL zrjT##2f(nA&i*nqqPqo|tPb2UnRkdz1TwS>9hwWNDuFzkHl2%5eZ(CbU^&a}Fo;g) zn$;B8)nV22k5hH&#(DV>Si^VA5?`RF54n^fs7v$Gf|Ttw^zRehbJ1)WyRjax8zh&&M{$8BO+`U?x5aamc`l%O>+uC>^w3NqM z1%G*6{>XOp-b{OhL6~-9@)5j%KnACUQ>NWTw-CzZ%Tv{IexlZ&`G0GlRGabAVt0$| zp!o=Lmls=V7uyA0l0H&L+8@Ly%B~e>6_!O#G{-*@vw>Q`NSEa>`uWqRPx%8U$O|(K z;bpFFVEi6gsBa&i+&*}8yMTbjK)nsx)`QhDX%RlWdr4FtSC@EQxv1POs6sc^N#hK! z^2cZ8PYiGU*V_eEiZ2ZkHrkualiO$h%8ITD_>XR22(mdY} zizAg2D89q#qWya41vUa$6~IOGwuSCI|XqeaR&NV;p39s&kOXA zrV@^1r=>%<_VUB=cMpYpt>=8KG{ll`8q2M9cjFSSt#ZJe1uGa(vP?i_Uw9UV%-qm! zDT2HO^C?KV6S`?ce8u8x81sG%9B{8A@ur3EsS07IAV>1gHrit@^GDIelpoJtb)Zmb zoyE&1H6$+H*IJ>{lg%sj&THh|BG-YZUxz7+ZiQ=^%$ei2GsgM~k}v30k56&RM{aE> zW*qw6Ec#13kO#m1HdKo=fCwBa0$IfcKq+gG8C%lQSxgGbgateXO3Yr=@%}P`Lr+Y= zvQL~)W5VdVF? z_YiF+*cx>JuO&6i@4f~X5#YO#o3njdR(6mEsd2FjXEa~Yd>vtCIyu!R>0t#~Yq1*& z`yB<>A2^-8B#S9%N^ zp7&(8L5%R(=A&J7;CDDAEqwvBs#-zk&HyCj$^gpJ zKWK4r@j57KHm&VyoD{B^tRsnY{u#^V8fSHVQHaCY;qPro8LV;=IqYvqJ}N+NO@y_z zFy;z|kmj1(utqRfYc$7TzBJI+l=ne1lIyum$L_96y^}Mrcar6JgR21C5t^=EP*jkD zlh`n=+9i8``J98r)!c&aWj-*xnpP3rD&5@G($Dqun%^B$V#H7ps{{IK4d*4E$h5=H zxJ{l*VziAz63P&fr!_mh(mqj#*DLy#xB2EgDvtllP(k+tZPh=Rh?q^Ap9Rw53Ui>i%@dfv>F+Yz)htsz>4ys6X z1f;bHw%OJ@T3J+-ew#Gz(N$&DwNPhJPtHv!cwA_p+X`VM51O5@)eap?7dRb{oR*v4 z7vGU+)fv)5DcF3zC|F7;sjrp5XV1pGOf35`<2b$tLr~{7H#2e->v^=4-TM;iEJP=t zE_?JaK4rm{%F3~W8BwTHkIppInJ<0J*Wgv|dy)(0M$Jgjv9X4MkII+zq&-U(SqRvN zd(zeyN@tQ7LQ{u?z>XJu^GDjK_YNh}?l_Gls#CfQH?rJeWgwjQ2PGomE-XVK)r!W0 z>PS%+mE2%C=Om2rK6Q{R)5EJ3dUY{y@}hW#dZda^Ua|A!SL;`-i2{`QpIa*BL`B8r ziH=eEoKtjte5?TkePXN}+>?s8pv^S~224l0m_W(aRL6)Fc?aLvyJkXrxez;qcfIt2 z$M!w`5(a;eHL4drA&aWJ>DIGa#@Tw5y3tMwLZ7h@^k<}8>=HT_FS z9MtUlXz*CAKk{%vJrC0G=0k5K&oSEed7U6j&K0+1q(PAT8 zKl{0+KlR4~Grjs6%m7-#EENrH_~-UjjixiK_rHMhAnYm+5?zL!l8K4#EFetqyD48f zM`c2*mQmZlS*~Q+Ij8*ejjm2+C)L(0fZh^HuCLp|eM~BF&OfH&*O}est?a+*Qqjl^ zYVjIs2}rdz>eURako*)Nu#G3Jy4@?EZ9n74Wkbf;{IIv{yY5i;VYnUR)?dj@xC$a7-egPUuxJ4*lxSje>;}jGS#J$+^rrYQ6n}W$7E%&`0 z(n8{lh=4PcZeGbI_U;eNC^1m#Rx2#J* z?~D|;+3=lnNY!6F<82kn`R-i7v_ELU+zl*`F0 z5R@9@H4`sKXbrvNvXZA4#imBvq{Z~VCGaBY2sWQcnd=n2d1Y(#->ZfuwWSjK9x*h- zfwui-A>9rJb>6)yvDo;fdUg27D-52r5N5x6^ujYJhMeL@bm04^N>)jH+sr43a0S6t zUE_4~y+6-dd`o3rjiu&=V@m3fBzyS6arleoi4u$n-+$|^R?WBnKKo&hT;Z)OV_NJL zfVZvNA7}&~Jg*5oxJB}63rR+5^)UqP4;IL7jH4f#s#d9|L%ECR|zfy9P zn3;xC8K~M);ZtIdu5ne1F8^td0)!BHbY8Ka5JF}+GH`$5!O9NSBu zFVwj8hri&6bGevh5j8r=O$U)}idZ=aFP z-C9OW*Lm;Wh&>Y_@i)%b#VPyN(2->i$#3(CuBh|Fh%c9fxB9e>(cNLA&ALF;s~on@ zQQQr{QA|2!1onA^dTYQJim*G3#*W~+C%dtOC%Q$zGJ%ds- zccf#SDlx~#r~Kcqolh~{nD-^4dw&o(G^OMD?>`?hla?b5mOhG@hVO${6!*lM3Ad0n zLC~uxoc^}az9MM#nv~dA4TXneOQqld1(W$Kb3D#B3so0A*6?yV-s8IGY>Xj8vs zZfyem7q_;+XtBHAim(el z?}1<*k-3RMV_?YVcTZYfZ)rLIqG+3FLj$Z0Z!BK!R}Ux}k;<04Es8I_09kAP70TwH zXDb9}TZ`R&%}lYoFAgqz;5;H@nUiyv;|~Sj*@hJpMumnXzJYI_a`f%@PuGf*$bw|d z!n?x&AwwWYu0#YP(#;lZa10dBaW}Ud5NbtmPcN=@<;?@v7PV@FWPJ1oQA6B0AcAY2 zFGHA`u3ftpd8Mb=Rkr2j%ayyi@^?aIHmxJOS&OY#;DQ4O z)1e>+$H%v4TPRM~wZbSxKA#&z+0?I3?gO<*xxzTT8K^^mNup`G5XcDyR03WdC)%Ce z+hhAuyuriE#L@LMKaykoZ=2F^c7X#;K>I>Ok zL5ni%&Yg2!US1)>G0cSp9$wzz_<9>F_5brx<1c0!>VjUTg8P?ST|4C@ha2K#@0YT3 za3q{o>#Da$?=3mp%<*Ml<8STqpS|H>%D3h4HLMME2wuW{hq)oom7@NDH?*-}`w>OZ z0}4f#-~JH@qMff7=f{UBE$6nw1;MNT_LdLu&y-eiuSa-QRTXmc^qc1({OxeUmm$i6 zUm6}+*$#sSpewxIRn%w_q)=Y?*UM9(}rKDi5#QM?wA|ML}Y@r zZ7-l8L)@`+_b+Io(dOUYbqR4r!PA#H-1g)P8v|E`pqTz&aLhivu#a4QciKh~9B1jp@OGjR!I zOWOd$-6(TsEm#TX($WxuVz|RGoAOXFA+II#8y^b z$U#?j9OO5atY^ORM?cR0%h?Th$(9k*$sz8R-&xyH@|zn^K$x`!nA-~w zC;&h&O%PzCF1jnv7K(fKTVcvK6ZnNb-Pybkhgo8fKFxj~%v#TT$oPPEYyogv4UHjc zG@0NV5lx{i;N9th;ny1orz0?DHo~Z7vwQPtLI3JJlJw1W+(nk?$)lNodws49RcU@E zoLzZcxhiOxAI^n=*z=LZPg!R6q5u42DsEbkW7nMQa8FRV8>EbKK_t`bBjw=+`EqBI>bCr~~Zso1!b z?lu1Do-xnAz$+7vHZQyGoe2(hWE{2<86#ESCFeSd{Ad5|WL~aX|K=LGma^?+`L%;e z^yT$}8d7KLRD-Izt&pFvZsL$aY<&Dxq43F}Z9iOrWWPkHz1XGCaSH}CZoLFRv6+E` zy~l~%oRWP7wh3wXoUPI(Kml`wgM-5aq!2s>8tUqDvP*wxWdg6ip{Z#%M{1iM*i$hT8KUBeqw-CuRs^yg1kah*F9nt|UeDiE-#Orb3#@&XNF1^J;G($fIB;$a1>_cd@vF0T$zq+n;8<}NpLDXH|Y*Kj*er}RV!Faszqmw~j@@#EuAr1b;dCxKg2CqX*Y_|?CJ zrDH?%U|2WZv7XBrPp~AX7oB6E0H#SoZ`~SteE@u8HqqTZh%qUP zv|L~UrUMAuu!BKZ3bqGNmOaMjp=aeWJ9SwZRIsmqxhs4z+q^`Hkxc2gU1Cb&{ARn+ z;4Rf)mb$%+-k)h?>0iS?4ia1!E?hX`^hpf#IwIwGo`4S6m@9^ngamM3zg|Ts1HqOr z0#ET#P};EmEc9)$r_#6*y}9S{+n=l5{&F%|XE~T1(1ytRjIpsXHuGe@R(>~runG`c zR%6|TnLrSP(7JN4vk$#Wohu>F-D?U>Zi`cbZ5jG=(wRG3Mgr&(j6hL1Ra3FNpnf2J zCCjN?szk-0EP=XD>w(DS$j!GOQ-QzL5gJh4ue~#&h&iTJYj0!o6&f(dq`oMB7W{R7 zZ{%7KYXEOVzLZRc{TMd50d0u1cl-Fi!$qri*$RNPTi(v>_xTW=WP;yNxIXiue10sG zpME$qd8F%GNlH$mX_hU$P(e<6IHy0~F63{GK%{O; z(!ooWAc*=wD#+5udsJr{;hU*ts>~VvNQN`US=bgz?Ji zhy!>B9E=c|0PokQs?ZHB-4s~tg%Gg9w(e6B893b}E5s#Z-|QuTM1j0KJV@WM(OYca zzPGP|ojVJ;?4|xthy$u?YfX0r&YaIa4SO37K&?r5S(o0c^FCwk^?+oI_MYgJBGM}$ zOdjbEoEwhgqgvKeQvoS+TG;FmQ3LpBo(5^CyeP;7)ypstvCo?1Nx=;9L~xRgF`pOo66CinC^7BEFN%FKu&&O2I7kAdAbPB|%2`bOo~0kAHY{Qr zJG(KmX92abz4b?!!P^=Rvv#+Qc^&~1j|sxvjR;Wv+br0!Wc;8Y|p9*@Pi3} z4Wq$^{{XlAcG-sI?m>>eUr5N5TX`nRAlF(WrU1xK?!hdNRS6?c$)mL%E2i4Bj{sZ+ zNj8^&4*(}^``#FAtpFYs-khuhx#3pYQOEYfqV$QOVVIbYVa15H{p4Ajzcjsg_zru#_hnt zibP-!6BD(>!lIZ2Oi{%~SZHq5q<=QZ3oC6HEUkiPItLpjvbTUY5nT2r!EFl@OYXjZ zJFbMz@Xzr#b9_}SKppFsTmXgr^=D*y_t#I$LkmBDtkedK;m@B?l2Ebz_0#|KgX_P( zOvfUi2Vml@E`y@{)ZUe91NIJNcye_Bd~Z@8geG%u;6eBr5%rZn*8pS{C3nr*4H~S= zsa@$`ta`z5_dWkDY2ev{<{p5~IzsCi27-C8LhukdO`8J2U^~tvU#Wru+j<8w3j}0{ z4@Hfd`SXp|^f1=#Uk|SNKFFhcX)Q}$bbN399n!$?&XL#WkS+$G;qQRXgbTb ziJPk9Ae~vMcOa9zD3Sd>PZLLK5XfXZx91_b+2$D<*KH|CXuvlR(YRV%h*4E@(`JbpM8xu|EfEvl1~G;u0o`(Tx0HB2sL5whcNAfb2_&Vqn05oDXviF>*l=kuj z>^V3FaJRuHtmDkHp-d17uJ%h2U~`@eY}%BDFw#QeaUDK21C=@_nDQN&?GoCWZ|+fl zU_@R-M8t}75JnFA{K+XJ|3*b!imsvw`YbP(RTJHLAPpXZPO6IXY4lk8%MsvwYRLivMwUgQvMo#eGz?A(UKX$Nd#|f zl%Jp!$JD@RuQaIwG*b}*DX*SS03|L@T$Sq zHkgrG2~GiEQm+Z;^Q3?;DP5`B2J7dnJB;GF31RM6@IFU1NkGhvEZ@%v9f{wX6?;s- z%mMFOOX&548-Yv*AcaAwP7M6#yZ+NhR+0LkLG<$_!oO@HD?k5#_4hx& IPCQ asymmetry on h3/h4 plots. + +Single-shot run at h3 (sip0.cube0.pe0 -> sip0.cube1.pe0), nbytes=4096. + +Captures per-PE pe_exec_ns and the actual path / drain / per-node overhead +breakdown for the RAW sub-txn (PE_DMA -> remote HBM_CTRL) vs the IPCQ +outbound sub-txn (PE_DMA -> peer PE_DMA), so we can localize the gap to +one of: + (a) drain at HBM-BW (RAW) vs fabric-BW (IPCQ) + (b) path-length / per-node overhead asymmetry + (c) RAW SRC paying tl.load (local HBM read) on top of remote tl.store + while IPCQ DST only pays inbound traversal+drain. + +Phase 1 / test-only. No production code is modified. +""" +from __future__ import annotations + +from pathlib import Path + +import numpy as np +import pytest + +from kernbench.ccl.install import load_ccl_config, resolve_algorithm_config +from kernbench.ccl.sfr_config import configure_sfr_intercube_multisip +from kernbench.policy.placement.dp import DPPolicy +from kernbench.runtime_api.context import RuntimeContext +from kernbench.runtime_api.types import DeviceSelector +from kernbench.sim_engine.engine import GraphEngine +from kernbench.topology.builder import resolve_topology + +TOPOLOGY_PATH = Path(__file__).parent.parent / "topology.yaml" + +import os + +# Allow the test to be re-run for h4 (inter-cube vertical) at multiple sizes +# to investigate why IPCQ slope flattens past 8192 B (path may differ). +NBYTES = int(os.environ.get("DIAG_NBYTES", "4096")) +ELEM_BYTES = 2 +N_ELEM = NBYTES // ELEM_BYTES +N_CUBES = 16 +N_PES = 8 +HOP = os.environ.get("DIAG_HOP", "h3") +if HOP == "h4": + SRC = (0, 0, 0) + DST = (0, 4, 0) # h4 inter-cube vertical +else: + SRC = (0, 0, 0) + DST = (0, 1, 0) # h3 inter-cube horizontal + + +# ── Per-PE pe_exec_ns capture via monkey-patch ─────────────────────── + + +def _install_barrier_capture(): + """Wrap PeCpuComponent._execute_kernel to log, for every PE that + enters: env.now at entry, target_start_ns the request carried, + whether the barrier yield fired (i.e. env.now < target_start_ns), + and env.now at pe_exec_start. + """ + import kernbench.components.builtin.pe_cpu as pe_cpu_mod + + log: list[dict] = [] + original = pe_cpu_mod.PeCpuComponent._execute_kernel + + def patched(self, env, txn): + request = txn.request + target_start = getattr(request, "target_start_ns", None) + entry_now = float(env.now) + log_entry = { + "node_id": self.node.id, + "entry_now": entry_now, + "target_start_ns": ( + float(target_start) if target_start is not None else None + ), + "barrier_skipped": ( + target_start is None + or float(target_start) <= entry_now + ), + "delta_late_ns": ( + None if target_start is None + else max(0.0, entry_now - float(target_start)) + ), + } + log.append(log_entry) + yield from original(self, env, txn) + + pe_cpu_mod.PeCpuComponent._execute_kernel = patched + + def restore(): + pe_cpu_mod.PeCpuComponent._execute_kernel = original + + return log, restore + + +def _install_per_pe_capture(): + """Wrap PeCpuComponent._execute_kernel so we record (node_id -> + pe_exec_ns) for every PE that executes a kernel during the run. + + Returns (capture_dict, restore_callable). + """ + import kernbench.components.builtin.pe_cpu as pe_cpu_mod + + captured: dict[str, float] = {} + original = pe_cpu_mod.PeCpuComponent._execute_kernel + + def patched(self, env, txn): + gen = original(self, env, txn) + try: + value = yield from gen + finally: + v = txn.result_data.get("pe_exec_ns") + if v is not None: + captured[self.node.id] = float(v) + return value + + pe_cpu_mod.PeCpuComponent._execute_kernel = patched + + def restore(): + pe_cpu_mod.PeCpuComponent._execute_kernel = original + + return captured, restore + + +def _install_recv_capture(target_node_id: str): + """Wrap PeIpcqComponent._handle_recv to log entry/exit times and the + peer_head_cache/my_tail values seen at the start. + + This pins down whether recv ever blocked on a wait_event, or whether + it consumed without waiting (i.e. peer_head_cache > my_tail at entry). + """ + import kernbench.components.builtin.pe_ipcq as pe_ipcq_mod + + log: list[dict] = [] + original = pe_ipcq_mod.PeIpcqComponent._handle_recv + + def patched(self, env, req, cmd): + if self.node.id != target_node_id: + yield from original(self, env, req, cmd) + return + # Snapshot state before dispatch + d = cmd.direction + qp = self._queue_pairs.get(d, {}) + log.append({ + "phase": "enter", + "t": float(env.now), + "direction": d, + "peer_head_cache": qp.get("peer_head_cache"), + "my_tail": qp.get("my_tail"), + }) + yield from original(self, env, req, cmd) + qp = self._queue_pairs.get(d, {}) + log.append({ + "phase": "exit", + "t": float(env.now), + "direction": d, + "peer_head_cache": qp.get("peer_head_cache"), + "my_tail": qp.get("my_tail"), + }) + + pe_ipcq_mod.PeIpcqComponent._handle_recv = patched + + def restore(): + pe_ipcq_mod.PeIpcqComponent._handle_recv = original + + return log, restore + + +def _install_meta_arrival_capture(target_node_id: str): + """Log every IpcqMetaArrival that lands on ``target_node_id`` PE_IPCQ. + + Records (env_now, sender_seq, dst_addr, matched_direction, + peer_head_cache_before, my_tail_before). + """ + import kernbench.components.builtin.pe_ipcq as pe_ipcq_mod + + log: list[dict] = [] + original = pe_ipcq_mod.PeIpcqComponent._handle_meta_arrival + + def patched(self, msg): + if self.node.id == target_node_id: + token = msg.token + now = float(self._env.now) if hasattr(self, "_env") else 0.0 + # _env is not stored on the component; use ctx? Fall back to + # introspection via self._inbox._env (SimPy stores reference). + try: + now = float(self._inbox._env.now) + except Exception: + pass + entry = { + "t": now, + "sender_seq": getattr(token, "sender_seq", None), + "dst_addr": getattr(token, "dst_addr", None), + "src_sip": getattr(token, "src_sip", None), + "src_cube": getattr(token, "src_cube", None), + "src_pe": getattr(token, "src_pe", None), + "src_direction": getattr(token, "src_direction", None), + "nbytes": getattr(token, "nbytes", None), + "matched_direction": None, + "peer_head_cache_before": {}, + "my_tail_before": {}, + } + for d, qp in self._queue_pairs.items(): + entry["peer_head_cache_before"][d] = qp["peer_head_cache"] + entry["my_tail_before"][d] = qp["my_tail"] + base = qp["my_rx_base_pa"] + size = qp["n_slots"] * qp["slot_size"] + if base <= entry["dst_addr"] < base + size: + entry["matched_direction"] = d + log.append(entry) + return original(self, msg) + + pe_ipcq_mod.PeIpcqComponent._handle_meta_arrival = patched + + def restore(): + pe_ipcq_mod.PeIpcqComponent._handle_meta_arrival = original + + return log, restore + + +def _snapshot_qp_state(engine, target_node_id: str) -> dict: + """Snapshot every direction's qp state on the target PE_IPCQ now. + + Captures peer_head_cache, my_tail, my_rx_base_pa, n_slots, slot_size + for each installed direction. + """ + comp = engine._components.get(target_node_id) + if comp is None: + return {} + return { + d: { + "peer_head_cache": qp["peer_head_cache"], + "my_tail": qp["my_tail"], + "my_rx_base_pa": qp["my_rx_base_pa"], + "n_slots": qp["n_slots"], + "slot_size": qp["slot_size"], + "rx_range": ( + qp["my_rx_base_pa"], + qp["my_rx_base_pa"] + qp["n_slots"] * qp["slot_size"], + ), + } + for d, qp in comp.queue_pairs.items() + } + + +# ── Path / drain breakdown using engine ctx ────────────────────────── + + +def _path_breakdown(ctx, path: list[str], nbytes: int) -> dict: + edge_total_ns = 0.0 + edge_details = [] + min_bw = float("inf") + for i in range(len(path) - 1): + edge = ctx.edge_map.get((path[i], path[i + 1])) + if edge is None: + edge_details.append((path[i], path[i + 1], None, None, None)) + continue + prop_ns = edge.distance_mm * ctx.ns_per_mm + edge_total_ns += prop_ns + bw = getattr(edge, "bw_gbs", None) or 0.0 + if bw > 0 and bw < min_bw: + min_bw = bw + edge_details.append( + (path[i], path[i + 1], edge.distance_mm, prop_ns, bw), + ) + + overhead_total_ns = 0.0 + overhead_details = [] + for nid in path: + oh = float(ctx.node_overhead_ns.get(nid, 0.0)) + overhead_total_ns += oh + overhead_details.append((nid, oh)) + + drain_ns = ctx.compute_drain_ns(path, nbytes) + bottleneck_bw = None if min_bw == float("inf") else min_bw + + return { + "path": path, + "edges": edge_details, + "edge_total_ns": edge_total_ns, + "overheads": overhead_details, + "overhead_total_ns": overhead_total_ns, + "drain_ns": drain_ns, + "bottleneck_bw_gbs": bottleneck_bw, + "expected_total_ns": edge_total_ns + overhead_total_ns + drain_ns, + } + + +def _print_breakdown(label: str, br: dict) -> None: + print(f"\n {label}") + print(f" path ({len(br['path'])} nodes):") + for nid in br["path"]: + print(f" - {nid}") + print(f" edges (prop. delay):") + for src, dst, dist_mm, prop_ns, bw in br["edges"]: + if dist_mm is None: + print(f" ! {src} -> {dst} EDGE NOT FOUND IN edge_map") + continue + print( + f" {src} -> {dst} " + f"dist={dist_mm:.3f}mm prop={prop_ns:.2f}ns " + f"bw={bw or 0:.2f}GB/s" + ) + print(f" per-node overhead_ns:") + for nid, oh in br["overheads"]: + if oh > 0: + print(f" {nid:<60s} overhead_ns={oh:.2f}") + print(f" edge_total_ns = {br['edge_total_ns']:.2f}") + print(f" overhead_total_ns = {br['overhead_total_ns']:.2f}") + print(f" bottleneck_bw_gbs = {br['bottleneck_bw_gbs']}") + print(f" drain_ns (nbytes={NBYTES}) = {br['drain_ns']:.2f}") + print(f" expected_total_ns = {br['expected_total_ns']:.2f}") + + +# ── RAW path scenario ──────────────────────────────────────────────── + + +def _dump_src_op_records(engine, src_sip, src_cube, src_pe, label) -> None: + """Print op_logger records for ops on the SRC PE. + + The op log captures t_start/t_end for memory/math/gemm/copy ops on + every component, so we can see how long tl.load vs tl.store vs + tl.send actually took at the engine level. + """ + op_logger = getattr(engine, "_op_logger", None) + if op_logger is None: + print(f" ({label}) op_logger not available") + return + src_prefix = f"sip{src_sip}.cube{src_cube}.pe{src_pe}." + recs = [r for r in op_logger.records if r.component_id.startswith(src_prefix)] + print(f" ({label}) op_logger records on SRC PE ({src_prefix}*):") + for r in recs[:40]: + dur = r.t_end - r.t_start + comp_short = r.component_id.replace(src_prefix, "") + params_short = "" + if "nbytes" in r.params: + params_short = f" nbytes={r.params['nbytes']}" + if "src_addr" in r.params: + params_short += f" src_addr={r.params['src_addr']}" + if "dst_addr" in r.params: + params_short += f" dst_addr={r.params['dst_addr']}" + print( + f" t=[{r.t_start:7.2f}..{r.t_end:7.2f}] dur={dur:6.2f}ns " + f"{comp_short:<25s} {r.op_kind:<8s} {r.op_name:<12s}{params_short}" + ) + + +def _run_raw(): + captured, restore = _install_per_pe_capture() + try: + topo = resolve_topology(str(TOPOLOGY_PATH)) + engine = GraphEngine(topo.topology_obj, enable_data=True) + spec = topo.topology_obj.spec + + src_sip, src_cube, src_pe = SRC + dst_sip, dst_cube, dst_pe = DST + assert src_sip == dst_sip + + src_off = (src_cube * N_PES + src_pe) * N_ELEM * ELEM_BYTES + dst_off = (dst_cube * N_PES + dst_pe) * N_ELEM * ELEM_BYTES + + with RuntimeContext( + engine=engine, + target_device=DeviceSelector("all"), + correlation_id="diag_raw", + spec=spec, + ) as rt: + dp = DPPolicy( + cube="row_wise", pe="column_wise", + num_cubes=N_CUBES, num_pes=N_PES, + ) + rt.ahbm.set_device(src_sip) + t = rt.zeros( + (N_CUBES, N_PES * N_ELEM), dtype="f16", + dp=dp, name="raw_tensor", + ) + t.copy_(rt.from_numpy( + np.full((N_CUBES, N_PES * N_ELEM), 1.0, dtype=np.float16), + )) + + def kernel(t_ptr, n_elem, tl): + pe_id = tl.program_id(axis=0) + cube_id = tl.program_id(axis=1) + if cube_id == src_cube and pe_id == src_pe: + data = tl.load( + t_ptr + src_off, shape=(n_elem,), dtype="f16", + ) + tl.store(t_ptr + dst_off, data) + + pending = rt.launch( + "diag_raw_kernel", kernel, t, N_ELEM, _defer_wait=True, + ) + for h, _sip, meta in pending: + rt.wait(h, _meta=meta) + + # Compute the RAW sub-txn path: src PE_DMA -> dst HBM_CTRL + from kernbench.policy.address.phyaddr import PhysAddr + ctx = next(iter(engine._components.values())).ctx + src_pe_prefix = f"sip{src_sip}.cube{src_cube}.pe{src_pe}" + # Resolve dst PA to HBM controller node + # The raw store kernel issues DmaWriteCmd on dst VA; in the engine + # this is translated via PE_MMU. For diagnostic we approximate + # the destination as the dst cube's HBM controller for slice + # belonging to dst_pe. + # Use the resolver on a constructed PA matching the same memory + # slice the kernel writes to. + # The tensor is "row_wise" sharded across cubes, so each cube + # owns row[cube_id, :], with each PE owning a column slice. + # The actual dst PA depends on the AHBM allocator; we read it + # via the tensor's shard map. + shard_map = getattr(t, "_shard_map", None) or getattr(t, "shard_map", None) + # Fallback: query the resolver directly by constructing a PA in + # the dst cube's HBM region. If shard_map is unavailable, still + # show the breakdown for src-PE-DMA -> first reachable HBM_CTRL + # in dst cube. + dst_hbm_id = f"sip{dst_sip}.cube{dst_cube}.hbm_ctrl" + if dst_hbm_id not in engine._components: + # try alternate naming + for nid in engine._components.keys(): + if ( + nid.startswith(f"sip{dst_sip}.cube{dst_cube}.") + and "hbm" in nid + ): + dst_hbm_id = nid + break + + # find_path() prepends ".pe_dma" to src_pe automatically + try: + raw_path = ctx.router.find_path(src_pe_prefix, dst_hbm_id) + except Exception as e: + raw_path = [] + print(f" WARN: find_path raw failed: {e}") + if not raw_path: + # Try other HBM-related node names in dst cube + for nid in engine._components.keys(): + if not nid.startswith(f"sip{dst_sip}.cube{dst_cube}."): + continue + if "hbm" not in nid: + continue + try: + p = ctx.router.find_path(src_pe_prefix, nid) + except Exception: + p = [] + if p: + raw_path = p + print(f" (fallback raw dst node: {nid})") + break + + return captured, ctx, raw_path, engine + finally: + restore() + + +# ── IPCQ path scenario ─────────────────────────────────────────────── + + +def _run_ipcq(): + captured, restore = _install_per_pe_capture() + dst_pe_ipcq_id = ( + f"sip{DST[0]}.cube{DST[1]}.pe{DST[2]}.pe_ipcq" + ) + arrival_log, restore_arrival = _install_meta_arrival_capture( + dst_pe_ipcq_id, + ) + recv_log, restore_recv = _install_recv_capture(dst_pe_ipcq_id) + barrier_log, restore_barrier = _install_barrier_capture() + try: + topo = resolve_topology(str(TOPOLOGY_PATH)) + engine = GraphEngine(topo.topology_obj, enable_data=True) + spec = topo.topology_obj.spec + + src_sip, src_cube, src_pe = SRC + dst_sip, dst_cube, dst_pe = DST + + cfg = load_ccl_config() + merged = resolve_algorithm_config(cfg, name="intercube_allreduce") + merged["slot_size"] = max(int(merged.get("slot_size", 4096)), NBYTES) + + with RuntimeContext( + engine=engine, + target_device=DeviceSelector("all"), + correlation_id="diag_ipcq", + spec=spec, + ) as rt: + configure_sfr_intercube_multisip(engine, spec, merged) + dp = DPPolicy( + cube="row_wise", pe="column_wise", + num_cubes=N_CUBES, num_pes=N_PES, + ) + + def kernel(t_ptr, n_elem, tl): + pe_id = tl.program_id(axis=0) + cube_id = tl.program_id(axis=1) + if cube_id == src_cube and pe_id == src_pe: + data = tl.load(t_ptr, shape=(n_elem,), dtype="f16") + tl.send(dir=("E" if HOP == "h3" else "S"), src=data) + elif cube_id == dst_cube and pe_id == dst_pe: + tl.recv( + dir=("W" if HOP == "h3" else "N"), + shape=(n_elem,), dtype="f16", + ) + + tensors = [] + for s in sorted({src_sip, dst_sip}): + rt.ahbm.set_device(s) + t = rt.zeros( + (N_CUBES, N_PES * N_ELEM), dtype="f16", + dp=dp, name=f"sip{s}", + ) + t.copy_(rt.from_numpy( + np.full((N_CUBES, N_PES * N_ELEM), 1.0, dtype=np.float16), + )) + tensors.append(t) + + all_pending = [] + for tt in tensors: + pending = rt.launch( + "diag_ipcq_kernel", kernel, tt, N_ELEM, _defer_wait=True, + ) + all_pending.extend(pending) + for h, _sip, meta in all_pending: + rt.wait(h, _meta=meta) + + ctx = next(iter(engine._components.values())).ctx + src_pe_prefix = f"sip{src_sip}.cube{src_cube}.pe{src_pe}" + dst_pe_dma = f"sip{dst_sip}.cube{dst_cube}.pe{dst_pe}.pe_dma" + try: + ipcq_path = ctx.router.find_path(src_pe_prefix, dst_pe_dma) + except Exception as e: + ipcq_path = [] + print(f" WARN: find_path ipcq failed: {e}") + # Snapshot DST PE_IPCQ qp state at end-of-run so we can see what + # peer_head_cache/my_tail looked like (and at which directions). + qp_state = _snapshot_qp_state(engine, dst_pe_ipcq_id) + return (captured, ctx, ipcq_path, engine, + arrival_log, qp_state, recv_log, barrier_log) + finally: + restore_barrier() + restore_recv() + restore_arrival() + restore() + + +# ── Test entry ─────────────────────────────────────────────────────── + + +@pytest.mark.diagnostic +def test_pe_to_pe_diagnostic_h3(): + print("\n" + "=" * 78) + print(f" Diagnostic: h3 inter-cube horizontal, nbytes={NBYTES}") + print(f" src={SRC} dst={DST}") + print("=" * 78) + + # ── RAW scenario + print("\n[RAW] tl.load + tl.store (sender pays both legs)") + raw_per_pe, raw_ctx, raw_path, raw_engine = _run_raw() + print(f" per-PE pe_exec_ns ({len(raw_per_pe)} entries):") + src_id = f"sip{SRC[0]}.cube{SRC[1]}.pe{SRC[2]}.pe_cpu" + dst_id = f"sip{DST[0]}.cube{DST[1]}.pe{DST[2]}.pe_cpu" + for nid in (src_id, dst_id): + if nid in raw_per_pe: + print(f" {nid:<60s} {raw_per_pe[nid]:.2f} ns <-- key PE") + nonzero = {k: v for k, v in raw_per_pe.items() if v > 0.5} + if nonzero: + print(f" other PEs with pe_exec_ns > 0.5 ns:") + for nid, v in sorted(nonzero.items(), key=lambda kv: -kv[1])[:6]: + if nid not in (src_id, dst_id): + print(f" {nid:<60s} {v:.2f} ns") + print(f" max(pe_exec_ns) = " + f"{max(raw_per_pe.values()) if raw_per_pe else 0:.2f} ns") + + if raw_path: + br = _path_breakdown(raw_ctx, raw_path, NBYTES) + _print_breakdown("RAW sub-txn path (src.pe_dma -> dst.hbm_ctrl)", br) + _dump_src_op_records(raw_engine, *SRC, "RAW") + + # ── IPCQ scenario + print("\n[IPCQ] tl.send + tl.recv (recv pays inbound traversal+drain)") + (ipcq_per_pe, ipcq_ctx, ipcq_path, ipcq_engine, + arrival_log, qp_state, recv_log, barrier_log) = _run_ipcq() + print(f"\n [BARRIER LOG] {len(barrier_log)} _execute_kernel entries:") + src_id = f"sip{SRC[0]}.cube{SRC[1]}.pe{SRC[2]}.pe_cpu" + dst_id = f"sip{DST[0]}.cube{DST[1]}.pe{DST[2]}.pe_cpu" + n_skipped = 0 + src_entry = None + dst_entry = None + for e in barrier_log: + if e["barrier_skipped"]: + n_skipped += 1 + if e["node_id"] == src_id: + src_entry = e + if e["node_id"] == dst_id: + dst_entry = e + print(f" PEs entering _execute_kernel: {len(barrier_log)}") + print(f" PEs that SKIPPED barrier (env.now > target_start): {n_skipped}") + if src_entry: + print( + f" SRC pe ({src_id}): entry_now={src_entry['entry_now']:.2f} " + f"target_start={src_entry['target_start_ns']:.2f} " + f"skipped={src_entry['barrier_skipped']} " + f"late_ns={src_entry['delta_late_ns']:.2f}" + ) + if dst_entry: + print( + f" DST pe ({dst_id}): entry_now={dst_entry['entry_now']:.2f} " + f"target_start={dst_entry['target_start_ns']:.2f} " + f"skipped={dst_entry['barrier_skipped']} " + f"late_ns={dst_entry['delta_late_ns']:.2f}" + ) + # Top 5 latest arrivals + sorted_late = sorted( + [e for e in barrier_log if e["delta_late_ns"] is not None], + key=lambda e: -e["delta_late_ns"], + )[:5] + print(f" Top 5 latest PE arrivals (positive = barrier missed):") + for e in sorted_late: + if e["delta_late_ns"] > 0: + print( + f" {e['node_id']}: late by {e['delta_late_ns']:.2f} ns " + f"(entry={e['entry_now']:.2f}, target={e['target_start_ns']:.2f})" + ) + print(f"\n [RECV LOG on dst pe_ipcq] {len(recv_log)} entries:") + for e in recv_log: + print( + f" {e['phase']:5s} t={e['t']:8.2f} ns " + f"dir={e['direction']} " + f"peer_head_cache={e['peer_head_cache']} " + f"my_tail={e['my_tail']}" + ) + print(f"\n [META-ARRIVAL LOG on dst pe_ipcq] {len(arrival_log)} arrivals:") + for i, e in enumerate(arrival_log): + print( + f" #{i:2d} t={e['t']:8.2f} ns " + f"src=(sip{e['src_sip']},cube{e['src_cube']},pe{e['src_pe']}) " + f"dir={e['src_direction']} " + f"sender_seq={e['sender_seq']} " + f"matched_dir={e['matched_direction']} " + f"nbytes={e['nbytes']}" + ) + for d, ph in e["peer_head_cache_before"].items(): + mt = e["my_tail_before"][d] + if ph != 0 or mt != 0 or d == e["matched_direction"]: + print( + f" before: dir={d} peer_head_cache={ph} my_tail={mt}" + ) + print(f"\n [QP STATE END-OF-RUN on dst pe_ipcq]:") + for d, st in qp_state.items(): + print( + f" dir={d} peer_head_cache={st['peer_head_cache']} " + f"my_tail={st['my_tail']} rx_range=[{st['rx_range'][0]}..." + f"{st['rx_range'][1]}) n_slots={st['n_slots']} " + f"slot_size={st['slot_size']}" + ) + print(f" per-PE pe_exec_ns ({len(ipcq_per_pe)} entries):") + for nid in (src_id, dst_id): + if nid in ipcq_per_pe: + print(f" {nid:<60s} {ipcq_per_pe[nid]:.2f} ns <-- key PE") + nonzero = {k: v for k, v in ipcq_per_pe.items() if v > 0.5} + if nonzero: + print(f" other PEs with pe_exec_ns > 0.5 ns:") + for nid, v in sorted(nonzero.items(), key=lambda kv: -kv[1])[:6]: + if nid not in (src_id, dst_id): + print(f" {nid:<60s} {v:.2f} ns") + print(f" max(pe_exec_ns) = " + f"{max(ipcq_per_pe.values()) if ipcq_per_pe else 0:.2f} ns") + + if ipcq_path: + br = _path_breakdown(ipcq_ctx, ipcq_path, NBYTES) + _print_breakdown("IPCQ sub-txn path (src.pe_dma -> peer.pe_dma)", br) + _dump_src_op_records(ipcq_engine, *SRC, "IPCQ") + _dump_src_op_records(ipcq_engine, *DST, "IPCQ DST") + + # ── Credit-return path analysis (where the missing IPCQ "ack" lives) + print("\n" + "-" * 78) + print("Credit-return path (current modeling)") + print("-" * 78) + src_pe_prefix = f"sip{SRC[0]}.cube{SRC[1]}.pe{SRC[2]}" + dst_pe_prefix = f"sip{DST[0]}.cube{DST[1]}.pe{DST[2]}" + # PE_IPCQ._credit_latency_ns calls + # ctx.router.find_path(self._pe_prefix, peer_pe_prefix) + # where the *destination* lacks the ".pe_dma" suffix. find_path() + # only auto-appends to the source, so this raises -> the except + # clause silently returns 0.0. Effectively credit latency = 0. + try: + ipcq_ctx.router.find_path(dst_pe_prefix, src_pe_prefix) + bug_caught = False + except Exception as e: + bug_caught = True + print(f" CONFIRMED BUG in _credit_latency_ns: dest lacks '.pe_dma' " + f"-> find_path raises -> caught exception -> returns 0.0") + print(f" Error: {e}") + # The intended credit path is recv -> sender (reverse data direction) + try: + credit_path = ipcq_ctx.router.find_path( + dst_pe_prefix, f"{src_pe_prefix}.pe_dma", + ) + except Exception as e: + credit_path = [] + print(f" WARN: corrected find_path credit failed: {e}") + if credit_path: + credit_size = 16 # PE_IPCQ default _credit_size_bytes + # Today's modeling: drain only, 16 bytes -> ~0.125 ns + cur = ipcq_ctx.compute_drain_ns(credit_path, credit_size) + # Proposed modeling: full path latency (edges + node overhead + drain) + proposed = ipcq_ctx.compute_path_latency_ns(credit_path, credit_size) + print(f" credit path nodes = {len(credit_path)} (recv -> sender)") + for nid in credit_path[:6]: + print(f" {nid}") + if len(credit_path) > 6: + print(f" ... {len(credit_path) - 6} more nodes") + br = _path_breakdown(ipcq_ctx, credit_path, credit_size) + print(f" edge_total_ns = {br['edge_total_ns']:.2f}") + print(f" overhead_total_ns = {br['overhead_total_ns']:.2f}") + print(f" drain_ns(16 bytes) = {br['drain_ns']:.2f}") + print(f" CURRENT _credit_latency_ns (drain only) = {cur:.3f} ns") + print(f" PROPOSED (compute_path_latency_ns) = {proposed:.2f} ns") + print(f" delta = {proposed - cur:+.2f} ns") + + # ── Comparison summary + print("\n" + "-" * 78) + print("Summary") + print("-" * 78) + raw_max = max(raw_per_pe.values()) if raw_per_pe else 0.0 + ipcq_max = max(ipcq_per_pe.values()) if ipcq_per_pe else 0.0 + print(f" RAW max(pe_exec_ns) = {raw_max:.2f} ns") + print(f" IPCQ max(pe_exec_ns) (current) = {ipcq_max:.2f} ns") + print(f" delta (RAW - IPCQ current) = {raw_max - ipcq_max:+.2f} ns") + if credit_path: + ipcq_with_credit = ipcq_max + (proposed - cur) + print( + f" IPCQ projected w/ blocking credit + full path overhead " + f"= {ipcq_with_credit:.2f} ns" + ) + print( + f" delta (RAW - IPCQ projected) = " + f"{raw_max - ipcq_with_credit:+.2f} ns " + f"(<= 0 means IPCQ >= RAW)" + ) + + # No assertions — this is observational. + assert raw_per_pe, "no RAW pe_exec_ns recorded" + assert ipcq_per_pe, "no IPCQ pe_exec_ns recorded"