From 0086f9e52cda2011c3e3592846149b3011102c60 Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Thu, 7 May 2026 15:32:01 +0000 Subject: [PATCH 1/3] [contrib] Add Wan 2.2 T2V-A14B NeuronX port Context-parallel (CP=4) implementation of Wan-AI/Wan2.2-T2V-A14B-Diffusers for text-to-video generation on trn2.48xlarge. 19 NeuronCores, ~7 min per video. Co-Authored-By: Kiro --- contrib/models/wan2.2-t2v-a14b/README.md | 121 +++++ .../wan2.2-t2v-a14b/assets/sample_output.png | Bin 0 -> 449881 bytes .../scripts/compile_backbone.py | 36 ++ .../wan2.2-t2v-a14b/scripts/compile_vae.py | 130 +++++ .../wan2.2-t2v-a14b/scripts/run_inference.py | 411 +++++++++++++++ .../scripts/vae_decode_hybrid.py | 74 +++ .../models/wan2.2-t2v-a14b/scripts/worker.py | 124 +++++ .../models/wan2.2-t2v-a14b/src/__init__.py | 1 + .../wan2.2-t2v-a14b/src/application_cp.py | 234 +++++++++ .../wan2.2-t2v-a14b/src/application_umt5.py | 167 +++++++ .../wan2.2-t2v-a14b/src/modeling_wan_cp.py | 473 ++++++++++++++++++ .../models/wan2.2-t2v-a14b/test/__init__.py | 0 .../test/integration/__init__.py | 0 .../test/integration/test_pipeline.py | 102 ++++ 14 files changed, 1873 insertions(+) create mode 100644 contrib/models/wan2.2-t2v-a14b/README.md create mode 100644 contrib/models/wan2.2-t2v-a14b/assets/sample_output.png create mode 100644 contrib/models/wan2.2-t2v-a14b/scripts/compile_backbone.py create mode 100644 contrib/models/wan2.2-t2v-a14b/scripts/compile_vae.py create mode 100644 contrib/models/wan2.2-t2v-a14b/scripts/run_inference.py create mode 100644 contrib/models/wan2.2-t2v-a14b/scripts/vae_decode_hybrid.py create mode 100644 contrib/models/wan2.2-t2v-a14b/scripts/worker.py create mode 100644 contrib/models/wan2.2-t2v-a14b/src/__init__.py create mode 100644 contrib/models/wan2.2-t2v-a14b/src/application_cp.py create mode 100644 contrib/models/wan2.2-t2v-a14b/src/application_umt5.py create mode 100644 contrib/models/wan2.2-t2v-a14b/src/modeling_wan_cp.py create mode 100644 contrib/models/wan2.2-t2v-a14b/test/__init__.py create mode 100644 contrib/models/wan2.2-t2v-a14b/test/integration/__init__.py create mode 100644 contrib/models/wan2.2-t2v-a14b/test/integration/test_pipeline.py diff --git a/contrib/models/wan2.2-t2v-a14b/README.md b/contrib/models/wan2.2-t2v-a14b/README.md new file mode 100644 index 00000000..01378574 --- /dev/null +++ b/contrib/models/wan2.2-t2v-a14b/README.md @@ -0,0 +1,121 @@ +# Contrib Model: Wan 2.2 T2V-A14B + +NeuronX Distributed Inference implementation of [Wan-AI/Wan2.2-T2V-A14B-Diffusers](https://huggingface.co/Wan-AI/Wan2.2-T2V-A14B-Diffusers) for text-to-video generation. + +![Sample output](assets/sample_output.png) +*"A cat walking on a beach at sunset" — frame 6 of 13* + +## Model Information + +- **HuggingFace ID:** `Wan-AI/Wan2.2-T2V-A14B-Diffusers` +- **Model Type:** Diffusion Transformer (T2V) +- **Parameters:** 14.29B (×2 backbones: T1 high-noise, T2 low-noise) +- **License:** Apache 2.0 +- **Framework:** HuggingFace Diffusers + +## Architecture Details + +| Property | Value | +|----------|-------| +| Backbone | WanTransformer3DModel | +| Num Layers | 40 per backbone | +| Num Attention Heads | 40 | +| Hidden Dim | 5120 | +| FFN Dim | 13824 | +| Head Dim | 128 | +| Patch Size | (1, 2, 2) | +| Text Encoder | UMT5 (4096-dim) | +| VAE | AutoencoderKLWan | +| Scheduler | UniPCMultistepScheduler | +| Parallelism | Context Parallel (CP=4) | +| Precision | BF16 | + +## Neuron Core Usage + +| Component | Cores | HBM/Core | Role | +|-----------|-------|----------|------| +| T1 first half (blocks 0–19) | 0–3 | ~17 GB | High-noise denoising (t=999→875) | +| T1 second half (blocks 20–39) | 4–7 | ~16 GB | High-noise denoising (t=999→875) | +| T2 first half (blocks 0–19) | 8–11 | ~17 GB | Low-noise denoising (t=875→0) | +| T2 second half (blocks 20–39) | 12–15 | ~16 GB | Low-noise denoising (t=875→0) | +| Text encoder (UMT5, TP=2) | 16–17 | ~13 GB | Prompt encoding | +| VAE decoder (hybrid) | 20–21 | ~17 GB | Latent → pixels | +| **Total** | **19 cores** | **~300 GB** | | + +Instance: trn2.48xlarge (64 cores, 6 TB HBM). 45 cores idle. + +## Performance + +| Metric | Value | +|--------|-------| +| Denoising (50 steps) | 340s (6.8s/step) | +| VAE decode | 53s | +| Total pipeline | ~7 min | +| Video output | 13 frames, 480×832, RGB | + +## Equivalence + +Tested against CPU fp32 reference (HF Diffusers `WanTransformer3DModel`): + +| Check | Result | +|-------|--------| +| Overall cosine (video) | 0.982 | +| Text encoder (per-component) | 1.000 | +| Transformer T1 (single step) | 0.999 | +| Transformer T2 (single step) | 0.999 | +| VAE decoder | 0.999 | +| Trajectory stability | No divergence | +| Semantic (5 prompts) | 5/5 pass | + +## Quick Start + +### 1. Download weights + +```bash +huggingface-cli download Wan-AI/Wan2.2-T2V-A14B-Diffusers --cache-dir /mnt/work/.cache +``` + +### 2. Compile + +```bash +# Backbone (4 halves, ~25 min total) +for HALF in first second; do + for SUB in transformer transformer_2; do + NEURON_RT_VISIBLE_CORES=0-3 HALF=$HALF TRANSFORMER_SUBFOLDER=$SUB \ + python3 scripts/compile_backbone.py + done +done + +# VAE decoder (~2 hours) +NEURON_RT_VISIBLE_CORES=20-21 python3 scripts/compile_vae.py +``` + +### 3. Run inference + +```bash +python3 scripts/run_inference.py +``` + +Output frames saved to `neuron_output_allcp/frames/`. + +## Environment Variables + +| Variable | Default | Description | +|----------|---------|-------------| +| `WAN_MODEL_PATH` | HF cache path | HF model directory | +| `WAN_PORT_DIR` | Project root | Compiled NEFFs location | +| `COMPILED_PATH` | `/compiled_cp_*` | Per-half NEFF output | +| `VAE_SAVE_DIR` | `/compiled_vae_new` | Compiled VAE output | +| `CACHE_DIR` | `/mnt/work/.cache` | HuggingFace cache | + +## Testing + +```bash +pytest contrib/models/wan2.2-t2v-a14b/test/integration/ -v --capture=tee-sys +``` + +## Maintainer + +Neuron Agentic Development — Annapurna Labs + +**Last Updated:** 2026-05-07 diff --git a/contrib/models/wan2.2-t2v-a14b/assets/sample_output.png b/contrib/models/wan2.2-t2v-a14b/assets/sample_output.png new file mode 100644 index 0000000000000000000000000000000000000000..c669dafac92513df1ecdfb0ce726da95868a3370 GIT binary patch literal 449881 zcmV)NK)1h%P)~;00961NklzX9FjwA>QsOs(!k$G-aU0pr9^UcirztB9wezQG2T~+5~MufX5u|EI-1ZtkOmXYq} zW~wBJi{L^kY45-NpZIZIxD0?_?(Tc=Q20A!NH&K4Y+TIJ3Kyd zcQ*iVz`&Q8@lOZf$Xnb2cZcP7j`%ySvHrsWyROH_!(U#%xh*$```$Zfb>GpU!vHro z7_i}PSmv;Y?~jk4KYo6HTps||I*;SDV+B>deeeBvJg$Agah}KP%a@mz*R|H(dtcY% z@qS&8x3{-nfBDnbufMEyu5|>h(LG@2d8~D=W$^-p0cL<>1HNNKW(He1?qrF>4C{a; zRdB!^kH`M``@(VHII}@_ z?2YS!U)ir2++a!A-rI%ZWPOU%cl?S^%~PZtTXd@;4yjrFk&UH9V`QFM1jlCMlzq3= zT43&gEnoo_)O(Z58~32WFlpdlo_CoA3k+u7dP!13LG$)($4ff(8iV8jg_EI`umk)0 z_kaJlzx?TM>o~Swp?$Z8s<9@azbM`cmuXUzs?|4CBIku3c4)Rv!^?U6^6l&Ew{JKW z+;Kg=|M>Cm|M>0izkmP!etlec?ETo-dvD({Y=f<19mjdBWs7=V+R_Ah{nreVf%2MW zIXv(rgpvX_P!B@okON$1YaPe2j&%ebeH}aBJ6T8(roK2r&~-myBV2kW59x$ zA^JFA%dpr@se^|BxjV4kcN$AthQr*dRp81AdsF3+J-a>^N*04Ce6dIXW6I3Yt-@DA~51d5CVsKbV#bn8UBsc{psh64Sb(Q@hdTVqI`gWk{<9Jdil-%ZqPjw&)pd*wlU1a0Y{stV;5> z?d$RJ^W*LH^*qmQ?OFs7-91S?R^S4b`GOy|&9)`_wb{A~oA!iypGx7PsuW)aJmp8m zXxek+r-^4WOo{}6dC7f@KRqAZZNncP|8_tPjIq|XbH9f;41Q%K5wC@1>sZHmE=v?5 z1H2d!DpnTF_in(RJR#DQqGNdA975P`d2lBO%;3xIVaGCC;rt91ohW|{E0r#N=K_|Q zVI6jy=5Fric^>EMd7g%4FbDRvuk+)vFSvhsdwqTV`u63E6@0;AIM4H3$8o*@3${|Y z!AC;|WCANkg(521txv0Zd9MRzVO zv~p(@zdOQ9%GxsP6$(NH{^T`G&inqhHSfP+4lFDHk9{p$$FVMN{WOJPHs4Km4}`bW zH$&zywCglY2R6*U{Q4_i7JR4s6|y?a1^t!MEdwI`{8)sfCf5v=(AW)z{Q=wiviEm; zeR(-va2#02n|=AZ_xoc%_PfJj%NBOT_LM-xPi6)zqLXKAk;4toNJkFxvdmvNSoxlL zhHlGjEp!@mk8zXJX11_00P>DxD$m&c69A)g#&cU^IAFuKXgJ4;4PU_CI1Fw$=qEW6 z3G<`1jz&XG)4y)fbr36!K0N+gRI%k&;d_K{PL=nekpX%1wLx-*#^yIOAj^%mMNBd? zUx|`9&0ZpUTXuwP7$OAf=#2_*W)ytb%CL`=xkdcO6bu=?QJ;ckk!HEIcWsF9wacCi zwhX|rv0+$@S3^;bwU({Ln3&k?d;9iOVTqi<`)*N%g&Dgm0<`UQN?7XM45qFnUpye@ z_4V~U&UHkTGjB>+Fb(cV&eI1(HDa|4i%bh^bY_SlVQ-`K!n;UmoPjv7cj%;*k*0(s z!pP_?*bW%5ENs>?6)AN$xEtf_#J|7^VsiEHpS;WlQ`7evfMwXnI^2!}%TmcQtfEmR z7MKBcR15$Ic6iNZpiA@R8%(JXS{qO+dUFBiN4s7`4 ze!(yJMkT%}bz6SIH@3U)6fO%820Paog&s4OLfZ10n9l{{DE_poM{=OFotG}d%7npT z*m*(fmRmRzWZ}i!m|uzbL)4UG%GQ>_IU^`@>u^83Mq62ah~|I0V83gu4!M~V4R7q7MF?NO!deN1dtcYS9(xnf zH~jLw+?>#}-5u}8ajxSE72EsTdpq3LW8p{&U3D+5AYiT%>r$Uq+s3O36?&}37{i7< zed`?@W_Mu;_jH;XA7%>*a}5Jd(Lzl)kSRjK2pwp1Nr;>^AOpLPvbL{K+wxd@G0gCOdAU+vKjA3rg&YPZ+g0pv} zsyrhS@y$2vPGH$Oj<0WT?_WMXuI<>ieL41C8pMa8Rd7{RiblDN5=wo$BE>DoC~Mf>tSbBFM`m0ZNE10$2wxFMpEi+babx-MMD(E#D__EKm6WsUcjK7 zu5Q`F+8NiTHX9Jp+p$(twSAkzcWRt>V;TN{QQVWNZBiKCxxJmy#!aHvj6NB*Wo%() zFt_t{Ev&_|Cr4QpGNLz#G#OtOt;rbzrdc`vB-RRuNtg+kCE7Ff4xq~rsIqo5%NjyO zmQmo$YqG(|wJnvcbUUHN+oD^PPf0gjfpXa9MWg|S^?IJ?L9J^+iAU`_H#KQl%*{FA z3zgS6fvJ>1&{SJAZ`KylMOL8p4;W~el6ciuk<}VCqefBxT;9-?1v+_75jdl_y21?G zvF!AHxo2qZ^eIuHU1rCzp1`!bNd#7wN9<+d=p#`xWqb3_rBa=%Z~H3tXh?A zJI$7bSW1RtfJUg4f9Uh-&v)>-%+8V%d;5O)h?4AVF?)4BrtetyFk`{CITAbi1|;K}OS0P>wMApxVdqJqcNs#wZbR!)&!_&8w(J z*oqL2Zr$Cl>vH#{VO>s5w}G_vq^+c~wyFRNoqbx@+niMpn8n<>9sD)~xE;qbV=k19 zr)Dxk$s%C`kc%@Bshf%Kyz7E-G`_Kjp@jh8ono{e0bCe@xxo+H8~ZR{9y+hdk==eP z1H0iy2KOk~O8}})rXgskjd4y*m6;6Z>J;gmRt(=<3zmEquNnGr=8$m(E=Qv)=Q5&X zO?G8!LFbz2P+=v_BI3n1){NnJk>%V)BDw*vWw4{w8jkHz4um7-oBTM|%WGtd5iUdx z$_&evt@BvtTE|+4trb}WfLwQxJ~oze?PX?mU`1XL9QL&-6yppj)QMBT+-*i|Ni^qv0q=myncOq?ETmu*L7WchaxQZ?c2it z(@gi}*WMZ|Wxg%p%N1zd zKWzu9P|pbztwut?aoKQ6h2-}TItcmrc>MhF<2=swYB004-rionzQ11AMg|R3{9w!8 z?zp@P0Rm*G!iIB#XJB6dL9r%Eskx@j5Ybyq&<5dTRkY)^Akq|s)P?lVz*&O zkpWx)Sr+9pt_>vaNv60W2OJ$8hGXF{ds*?u%ZT0g<$n3j^^avTx(Ku@z5HoCLrd{= zsPu_<77uFGXiJ^iT=lJHeJskh%BU8&9FjzO6phTL(OE~ zM}AhIsR10RG8nKj;Oi6`oafqx0tdzx&Z0{aYpJmCT!A`J=>P9am1Fx35_0~Hx~I}D z%Zk3tH{9L!!glk+dxdd7^Ojyn8oT^Oh-a_J9a1^4aSfy>q^3A%6J*S@a3ccDk5PMbcjYLe**V?Mz5zV`R`@BjGy_qQ+K zzS%Fug;7i*9}77)Hn41O(?Gw~+T~L+LzJmCraV%Kcc>gkt}5zn1`NVP(>Vb?cr}nsVj|O4t5P@0%`uYgV8w@5 zf8J65u~uGMic*&szqtgFYS9iggEy<#Vw5wIvD^K__xGPa&-3NWvFtP$&g1y<`uhIy zxc0;1i6LT=!#8Z_y70{gwGI+NU|>iYp4}vn?mU;%;fP#u)#^GfJLPg0lt*p8W>{0W zXk4*HSvqR*S^l#U5{1_s6i069+=RAkxT@#u#ir7S5Qtt`bYCt8d?z^XU~z*Bov=U`dvG_#L~~ zV36R@`hb+)ec&0WsUlZ1tz}k!^AAhIV=vX3Cu&rr4#sUYtBd+R5u=O>;wY8Ufi&v6 z6#+X20u`IS3{|@)rlD1`+lrB8DYnPEVD`8kzVLdSghr=VcjQxiZmqhiERo6ZIWMA3gHM^%Qf@Vv2*i^V;_YtiIbjSY2T z&bow`2S>_m4l)^}v7NLy+hBJU?;CK& zg1^m{CE|{|EAA%ehh+&bs+RB>mtrLD_tLrcv`RrL$`Lau*RM$=| zo-L^9DGD^ytTn8WqTIm!q5a6@o#%p)ZA%d z1K{A+bJHF~Mz;&EZ(n{{$II*MaULCiBw$U}6gGZY(4f1eMVmrzulF5%3sYWS|{^qsJfd-nI{1-+z36 zInQ&gNZ{UH&bOEI<8eJM?@7k6zUA2PW$w1TP%LT7hYjPg%~(m?uD^$!pJ%Db;wLiE zO_<9|Y508C2%YiB0HbtuiMHE~S6N-cHDLuPgY9Su(%ZKdJYj6(;WY64>6KxzyO`7C zkh0Q~b8BRinXR1PR9$Kv-BIUYCzg;h7qfs1-*xgdIe?fZTec!}TUJUE%VFagsNw=m z9#R>XloIsT4BaH4ylF3`Kc%4!8;eNIPee>2SL!g!_r(+CBSdkB#UelBy2XmxnAy)> z+`CBGG9I{rs#SnOq%D@oB?)N}4B!lKR)qx`huj!#faQ(Ct+ukmj+d8LqDJZSvKkf*vsJwN^%I ze*Jj$jk)y99g+U0FY2tlU+*6uA78)z>WJqiJ0I(6hCkn{c+;O7Qmmjg6;Xa`#Xf1f z1z3p={9J~W4+un?Dp_@!VSG0sx&}&7o$9E|T*jN~OEWsVAZze6&y@D$u4=DKjCLbZ zU7L!)rZKh`007kdrstCcFf5Xg>Db=B_x17q@$>QV-aV$NpTD)$MN>^^7H4%zBZTZ#^gmtf(zg>1F9l3nAqB8MO}@_R*kJVZoIKRtW4$O@$uv1 z{q5z~*d?Jv$cVhks!{8%^d|J*0AFEI%lEZigkJvR3E*4mC^wJ_Q#W>f0{pY&JJGiw zkKWu+t}N^&ce}~436N*)r2QxxbYt-!%z-lgvw_#DkF^?0;h^eIQTVjvLCiM!<(HSL z5Uy^<8Kd6J(>Olv71CuiA_zrT8IROE>wiPnrEGIeS#h(>FYgfERdXhQgG5VopVM`X zSDH~j30q!ABC_F{+D0o`u3}}oLo>s{pf>3?BO;9c!N=u7!JkMJ`I@~RZwLg`5INZA z&Gh?7#R^rKZ`UM6f`;Wa(OO!X6ULEAg)d8wr_6SDvt`_Tq(|NUMNyrjYIRO2xP@s) z=orC@mjs3v^}tpd4h)eO6~%2OlK`WQ0)~(42|`^4=wt%I}>NB*_IOjxBpWW%XtPZ!72sTG{{f6QZ9fx`&{8505`|f zCRJ&$c}|jM7i;)x-`E%2Q>Fl5F%5d<78_=Z`@^|=Zi;v9eO=dMZ!VL9;C9EbZcj$8 z=qf6o7EK?UPC78_<>ffTOmp7311e#a72`^vrcoSdYQoZcNj5RQVGBS!TvR4e8gKnp z(AV4XIVT}iK-!glQSnRM>GOgTuU=&LOWGhxDQ&Ac2>j=}#jyYcWP*e$Hmpa(Z@k?G zu~#bMrPpE;92*_?;EC7jClbjwBaq7;?vqVgPc+VmtXEMK5p#hZoU~wn1Q=~#LAeJ>*AMr)ZtduWQO^=k$}vSQqb}6 ztN)Mx`G5cGfBCksu9)}8^#$CIu$LTkaSNSdWJk+zuJwr3e5l;95J$^NL~YfaG=XAs ze0KLYfah~>;uea-p=>lux_YLzS&gH&P7SCkfpfVX0QjP*wWrR@QC8_JNHg7o@S_xi zBoTpvknLCP6_TpnF_bEvD?^HtQD<7HT0kkCXg(i0mKLl?4<7yfw}1cg`t>|ta{x2* zYdxweoe)Tpc3H4o@AH~Dq8u;SXQjndi@IIz*GjE|u~FX)U;?A?0bp=7n-8Us>aZ|; z7501kgPE8}JPmC@NUe*D9_pq7iZ+5zrn1pHAQ)RNjB)2OxMEaw5~a|5&JjWMwn7Cu{L2hC%$)jP zV#|+ZumAj)|7JKI?mO14Y>%!tO*iXsh4`V6X3Ko7RsO_a$6EPB7rfIaDBH+KQ&cH1 zZz(h!Qt5*5dIUC^9;3G*tO{|g;ujKMHHotB{y;2aS$J}B(OzwoL=&*Y$~g7WnOG0d zQwMX!n|p1B0ArG+8!1ibCyTKRh`o*tT@b8w7v8sI>ocOyIMp1s>{tu?I+n?Hiu70^ z4=tK<9zeBf_6hbhl)q)l6q!Uj!dGi9Zj^ghWXVhuwJJQBnXWza4oyYDtJ6gRRiFo_ zF*e&b%AKYIAa@XD1E?z$=!=`roDoqlHSM;89fIst*rzYcT)?^9jtrm}+L6T#UXxtK z;Z!uhWqi8ogEr!@6>pBv&{z&3KurM+52SPogloii^H{vi?TFn~`6uGB=8P?5N1?_y zO_-g3-qy(}6s0bf>b7zU#9-Q!pEYpGzzPU>O{=j^q1p{#x^zdb+#Jvo@vc8w zo~1)(9pE-hNgD}NqwKx+wI6#wI63JU-;h$&Jboz+A4m$U%u-*DYj# zSwyAgT$YA5(u(|SAnR~?RAivRci)7M{@W0~!>Y+!(6>J=+y6L>j#N~+^MQl-FD zZEMXaY-~k?7hVnb z^o+n&T`e|xxt#t=IHQ1()rpGGjsM1dR{e+{O{$xpLnd&MDMw|!#;Q00fU#^ZM!{VF zH*JSC0=s{o$Sh-Ps)Rsf2%=j*=FE70=FeP?Aq_3NT{AUM)l6CL;DXS{e*E_Rw?F;z z*Jouv6U|b5Jv_E@jI|%BghUnz6Q&1MW=vM)ef~*6P||jQPe;QYZk7wC;mMg0%&ys& zBKo?n>w3Sgi$!58Q!j6k+wfJHr0ivc1o?NtY(Y|04(h5vRVz5_vDV~C{v^y%?<=Ah z7qYV_r0FXE6Wi=IhJJ51=J(`XaiN;)wQ*^yL}0x{`VMC*j!jsqH1smS_ADv8EaPP^ zTsGH()^WAFRZSiX3MF-$tVpZl@RUDVXVEaI)@rrTGwi6U#1Qt~QgaSUrlO+pl}_FU zrnPdE=WgCPAA-8}_3{4xa=zI*IM8U8K!1ZPnZGI5o7&a-?hZVz$NR_od7j6y%4>M$^qRG7t&{`Dn6y7Wy=Q~@+vBWaGzj4kG^l}uCKT0z7swP?UF0|IS zc9Ogvk4dv6q!aA`@_VPq9#TCio?ICQY|H6s?p7s8D)8#|Oc1Dvmc8(9HlF{rW2zRW zgP;s_sndvDiZd19aEoG+QQ%m&HCWlEv(!{u_?q#jl>!*YEKtvhA3>`WmNwazSl-*8 z{Ac`n@Bsm!>U`r7eLW?Y(wX8X3btCy~6jRxS6JE{osj;EcKzRuX(C+nI z)8MUdbjAmQZiU z@?!}tiX05-!hf|AwCYF^V|W$BR3aYx@p4;26%yJFf%a%SgA9E?%8;NaD)58nS zY3@Y$u)ay^*QH&eb`i@O-9Y7aY@A2z<{p9Ky5-bJ;%CmiuC}6NP@WDMI#cS9TA4Hz zJp_C72Vp#UEMo_VGCM4nw$tm}6!erHpbs3*Xa>Akeie6b9UkqAphw~+ewpHVxx%uymH|_YR8Du` zTF6K)VI~!IqZ|V?_h44vVnE;3ik`!)%a~z8hyyk8xNn88x?616L|@64T$*6Oj^mCbpf6Oi z_9-&#thkxQnS^nraTk3-9Pe9nTn+<{1>ksjdwcyS!)dYm1{3f-!hz6&3}Y(|+?g%5 zniX(I)O+p6bv^cZ9Lv^WFE7XI>*?5wyB|`U5vu@J`v4Q>-4r;xW*A2@S%+h6*E4xx z{8d3=iC0v$MRb!t=pY?w4(*ldo+_*4hh%zrb2qb?qBMhh?%!^u4{cPci@DA5Oj(n) z2Jny{Q#i^IsrKK!d#q30ZFULS`4fp-W>|h4Yh@nm8Od!vUe9LLa8eG`;XC0sGcjdh zYeSAfw?7>t(Y3VQFZ)dEu-KVBkI*!2p>J#n6e+dlGHo30p1Jg56ltoFG2#G}g#zvA zL>qhrKW_?`s?CPQ=~x(Y#%-*+@gEK5&aQ4?`gJ-BHriD>ZyU4LNiW9Kair`Z)4Zyd zD6iG2xw~4(SP4>`A()%_zyIUkHvFId_OFr^h^%EUq!abRqR|IEruJo`o~!P5LUJOL zJ;lY=OcH_h?P74Am^LMH8#bq`)etJjU;)y-DhTu#Hyw}sO0jaszyrF;7E~}hJvh(Tx zqGqD-w74`*E%88v-44Q7mNUS2&3{dwf{yef1!?t@tGzl6dKd_S<~Q-9=xzXwoiOP( zNOoe{eUwD^oyR5-jvAa&>hWOForbzdTNK5nVo^VG@VNt&B@i%ro1w!pI99~11!`Tx zQ$KD&*<-&o@xkmO(PludoL53E&>OPNsB_ss~_;$aphwm3(3x@MN zUSH0=FS~Y-b@QwO2dSs@Wn82}pa!7Nr{(C9_nuE1)xrtD^x0@4tgFZ=-MjiQ8^{i5 zKdN5@Ya+oAcb0Y*Y!|_nhDAV5B%S47z?S)*t&JCb4Mkm_%O(8IC>|ho9Z?H)N{A?5*&A~M1L|m_vfvpO12p$efd->Z-bAB0LtJv_ z8~J^^i}$j}Qc<(R*}LR(WR)}ZFggPo*x=EiL8&Nq#a_oc!N<>$B^j@|&Q@M^Hq)Vu z{+qL&312)>$qWZ^gt^ErIb>XxSf~Yt4INJijzvSbVSTyLEago)zIE08 z;wkb=lt(MQs;+P>wkvcPYh5+-V}Mzl_;wvwX6sn?dLGwxAS>`zLlWwn^m^ZKYU(|s z+zthz&$ue;a|{01+m>IoFGn8NQ&u@fGsh2I~sl&#lP|V-muXCq3vNYB{$7}CBdPeyU=eFoNBSQC{^Anm?QFFpH z>7pwMB$PC~3Hs~!Gt^9|r=F|oc>N^6joeiLhS+E2La0}w8aeH!V?ncgMAg*44l2A< z^!Dmvb*Xaj<-2+rIWbj+Z1>WJ&Id+b_Ks2qUU;!|q_P2IJP(YeGm3K-X>o z1``Xzmyxi7-VDv``G7Y zm;1GM?}*jwBq60CW9vUrWQrIKDI4>mUG zqsr>SA)qp#Cu`S>PzaA^Y$1S5~fG{9{PNnyPJjL4A|L4Q0^I|o!Hzj{6@uU6=ipilzKTBHySX3CkKQ$QgC z{_2-N)JF>CdPX}Q??3~7Vvj> zEFV`@k7SA!Gr|I&(6b=5eO_V?Ni4K$FotyjWONP?OrHZ=6^OT+`P8W>m2v~$H#A4w z7F#xsV^^M8$T>$>AL0@%_)KI3{`IN|;7saUg1aJiz6&sUlcFo;2sJ`B6G+O1q$I>Gz>Ezys%w`swNIjK7TY*{bZ2M`EdtaKc7_+36HOjO? z)Wre_0+Jexyfa4%o@;+ta{KD5CEeMO4$1o+EopBIy@jZhFMnO zT3wx&lp{5gS+aVvK8}O+?IY={U?wg4+WYiad1bcNaUAP$ZF3X%09v4T!lWUU@VOOM zlbgGZESSTNV{PAiFGg>4De73LvKkEd=+{*hH9tL;t#w2I6br?enuc|xm{(TR zQ%}v{SZ=#^--r&mrJ$~fzWIa_3_sLK7F6LL(o))1Lrqf@DQw&ybxT{|L4Ahp{_=AE z+&|Y5cxct))C{4fImt#TfU*L@(7jStxLBj~22!q^C@^Y>^%{Bnbg=$t)olA~We{pj zf{Z7>rB~#gGR7LhYt_#g$Ud3y7kJTFh`GbeaR1L6c?n;aFEq^>4b&u4L$Ifyd zgsOs^UTly~2avOn>X#F7Fj2S>;vlM8A$IVU(c5PXmFUI}U@s8)q45SsE2U~JmAmPawhiiBq!EIj#~~Bd z3ci{)(}CBw)_&hn9n#{P6Y?^>TRGYuSY@4UXmIBJ%c)XYHzA?wHBz8E&^F$ja2%=!c7-UU@($}$DUv=XVCzfcK-fU^RcSj2l?*9AF z?{BZa999`!%EARt;O4y(rIl?MnHpW~2F>POF?D}37--xa^2nyr^tu#1Ery?b); zIjrs;4LoF$AQI#sUubZx^;Z&;B7pz)-3EMuqCB12vTq_g1ONYjkSn}_4V!R+v^u#ALptKUL+)<927o@Ur)TvD-B%} zA@U`ybXh&YkQTv)g_}rxNd{o<)*4&)zY-5nAGDAzN}T5!!l)DF1?KDX`<@6^uxhxuB||5G0R{}ujUcM`G9Jcti+wW zkCE9hQZr1c!z0ErvlBfxT5N6##Y$bj9u-b5Y@rso_lDu(WUVH6ME@yz)MX_Rjm6f= z(9JVUNuv@47OU;@zNO)`dZr>FpW(_rhZ5p8obWwqLirP9Yn2gTmOJSx6Q3nN{%p@g zKiK8}yG2P0lvfu&%6aKAVi-&$>#baMn7!``(;A3cW4wjM-{nw?U1XTnzJ+S)>f1WQ zsgS)z>0A;rkdWda9ueZCu!GyRCbxwtSOL8x2BmxkV6EfNzy9S|3%R*BkK(WzG84L#faVl zV-1DcGp2PSQY&jYU1R+WspFjv>K!hA%IexofhuMfGcMu;bxmxc`5p4g48Qgv0W6;| zsRr1H2@PaQp_1BHnV>{OlMPP}0nDf)9?fNA{cYvE*S>y!yuX}p&Qp5=dC{=Uwr8b(155mL^K>*`_PC4@2$%&d z)Rcml5W8?Z$b|$+7541awP&y1R8S)q>8q8gzSvgUbX& zIQS~FWHREzzcMkaNw+e!qSbKc(d4;X*9ci`af4%jJRWNul}A>UvLUW{QpTZ1kpyqw z#GN9hl-?0DbVHG7XrdM-rQKQ<&XsC+&)2^+| zJ6xzTX=n?VuCjx&2rZZ}{tH&R!4AhNeJ1{H#D>GQX_hu?h!Z$!n;ZJ~sk&YbHuZ#| zf)fq(JpQCeTDS;qhuM3%z7a-LqEH=K_nS?py0JyII*Rw>@$=<)J=Q^LXaWr=UQ=fh zMoXhW#((*~35!1$VzrP@-so_XO*G2+$uylU~S9 zKy>5tr*@MwSqnJM-#>n?bsWdBcRU`1-ep|MK+b`O z9!w72Ew0BPqp9MS`^I(c>)N(<$<>`6SgmaCBhCL5oSbD=ezY0^ehhbk-coGC~e+;SHE)@|$KsLj~z0IDeDBCJ4gOAg|ORSwPfiIh;3XPT{d5lDa(H?g+^{y7}{MO?@=WrYr4g*(jB@v z{QvuJ|NZOR*T4ShZO=Y05nFvbVi7te zOFw$;y|%}O#i$7qT9fx}sBocZ{R71<^TfCcHDVVz43GiL%CCn8cF!YZGfNg?P+C# z=J*>Wb{`oR{R!DvQbU4?PV<8mb3n9PNkPh zu618g!{sNHP&$s>)@NS`xPN48zRA5?oI}^|;S&YYeNOf%!Aq*;j zt+6)a!%k_f9Dn<>1dTYcJ{>5RV+nY=BTpZ0)QQZ(Yy-fK=by@%_R)46@=fi8Kp+<+ z(D~BmuKpYbEcp4@yX&BluyR4o;%a@cOx+^L&up#p*KdCj<^e#U{!=wt~FU^C+=B&w~7B!Flt`9aM+Nky;}$ZaDXs`*+A zGH+G1e2O;&dl9=_VsafnsvzGaQmAiR_uEmVhB$SnDrMeYphnt-l_~=DVH0L%+u8FR zi}S8ILKV&W>tFs0@?iIn2Jtc6>D=$-g?888jE264g$F>+Y(0 zoQKCRiw8E+jixp6QFgltoP^K~K9gZ;hpe-}^*l}%ECaK|#pJj82uN~$bVTKdAZFoM z_OjM_9BVB&-1oKJH(2R4s!06j$=@*as8{4>u#6>SJ%}(dUA&onfB*f*kMDo|^FOWQ zY^jtrt7}8mQ(6lqOsTFnz(crCF7-sbRh8VTZQ&sNx1ay<u<7c!Yin3<{_i=nnCMi6d69$qM73TjjrdA+9F*b`w@{I3 zvZ5;*;=_bZdH#**z?GxMYlG^D%}0T+@XAY#1$ZJU_F9o#H&ud2)_>vzd+=>P#x)tM ze##8s`MA90lTW01lw?m^W!kN6Ibs&!xj`w1TF}}-0F&7oA}?yeu=PTUg6T??Zz!%I z$UwYMpa{&Qk}VbpW8! zawY{vF;quYe`r)_p(T=QA*&#^mC$oH`8woON0@CAZ>oFUK{x#DNS-StHrvO7y)0YD zajfH5a9r1Z|9E^{kG(U_=sCh-3>_3*VV%P746gRiO{_+>ta^I`F1+iRYBCQ7b^j4S#(QysXCl@p5 z<~lh7SOi6@=G-`ZYxWj46wVN{QEDRIYlM}c0!_9UM2CcId5Qhcr~>p&lp!s2AeWHb zN>7FLHooB{C!vs!Sn&ipV1=O}zG- z0E+pYIy5s=b@OPCa;?05R2zKjh-;u7Ox*{IQXgvaw&f_LT&K2N~UL*iq+yB&dU6?;pMPJX? zIJ1j!Q2Njmyv{GA2RB+C7lA1K6g}$;!)6Omi00h0Ebnfcy0hQM#}@mHq8sD;OlGlQ z8(L3T$-t5b;49nKJj^oI~B;FtU=ljR|BND5{ zl5(gX+RHZYlWn5j&0S;XDVg}t{p;6nU*EnNkekdU1IurEiKpmhYw0?ryCK;YQdV&- z%58D@3r8S}Nbz(d%-}0er`yy%poZqT$wF+y?&Z!as6lUXK5m3LY{M_)Rpbket`W8I zls|GzmhlP>ThZg9nYtOa``*CLhw}tnyn&S*@chuXU;A3?C~{#A0Y-87!%k(be_ot( zQ#nU%sK91~zTKpyf0z!Uq1~Tv8hF{}U*qv2nXVVwT0H{aNmF0exvWnG>7Jb{5~XMF z3%nP8QEtX-N|WhBaut_ZEa2)mI2DmZSvA4?RlCZhpLtlLx*Q%!LgnWYn5dGSw)R>F z`Oca~>er3??XJLPkvZhnNrM{#Hg1cKig|Yz^l+j*T_Lr2raRXjaG6To>VV<&zO&#U zPoH#FUwT04sVGn~Q@aD?K5V?sIjiLz%XQ{1#~7g^)MbnJtLK^;SG1NW@d8v=wI zokNP-_c(`&aa_&3Yu&2QEIr>~D(cthl$v}m+Bj=xXk(B;SBLc#zsvg2jeB}M0o`d) z!G5ctH00=p<@@pRc)Y%RF-9kUi2tde8*ba?r@V+M084{t7IgvXZj%7#CIDR#U*7fU za^Z)izSKHIuP>eZ?nIF-H@9eU(y3YVEU3tH?2_5po`*xYGrQk#m0i^vt1F{_xI3CM ze^hT<+ZMaBwIp`vPK1`ikbA|lR9-Q^`au5=i!-x*@5?PtKl7#nh^2&9JHn1!jyx}- zH6Wc#%V&{diz-cK+sQj1t4|0j6e0r_>XgJ2ZU$R+9P2obP{xnPd%{pIC+*}hFSewLAm{!2NJBk(HKSk6%vOtuM&*Dg@cnS+uC zAY_|DV)3W-e7?GFLN6!dZ?4c*$$@7C_12V5Z7E>Dd^H2WHj7D4#)IW$&@xglS1{hi zFwEtF<&sjdvshE>BrCe3s3q_hVuBUOpvw0y2&%$c>YO9bRteG?xU%Jf=NoMD0%iNI z^V3>;FyC{)uYM=KCu)M(lH*&-kWyQdY zq8Y%YDwncX>5kkMuIA6ENS(*=dLGAGfL)h=ygz=tKi(hL#R+q;kP^|J@i?s+St+CP z#tN6@?{2bffIcF>>YurJQ-q3bBxKc;h}De);>C2Ts*x@6?o!>ViBwC4ES|9&eQ;fn z(>QmtYq081th(KE0476{2CA7hmoD22FQe52{K5fdqM3@8;osL4r7(UA_=eR8f1JY<$c}y}nh03Mu~uv>x!kY4FYm{|`*b!&3rIY!aEqKkkd4*kJw&vyCc~)YP+BMP|Z7stC zi_`SW*0GMgcOa=Dst`#?V(8Av1<6^VoeZkQQ{69P5>~?0oT#|FnG1F4jq*0wvG8&n z=W!g%06ZSokN1zCACJey2VMs%Uc47~)rX#j*ea73k*VNG!z z%kj;2h5up{C)jVqaIqxHHU|X8U0e-7rDV^vyl8r4-LoxyX?&ttO1)a*scu$mPEK@N zw=iI|=G4H(MZT@HDgB}DNY~IW$lHD~o+i0+++r4E9M3Sr_EOhd`^WkvPi)( z1>`??3BXx3rVhmK-b8pX#~V>Z{`BoJRhpF|r7AAo>0$C)w z>a*u=sjO7j2-IpB>m&r3@&bG&N~96kP?s^@uwvcKQ3#l)3Z1C63KaBkg^~)7oESM% zd)P8tYn@2fvG?_eeHeB?13h|$0dayGWk^FQTeA(UW7)^Y&jV|Lg*c!esYv?F;kU8| zA=c=V?&wWubEJx*-7IZtp+8U+!1|t*ib}S8XdJ~@WW6j}?r;`&dm&intz?qG126dIeO$pHm zs$Yuj_O0a%Y<3eBp_n{f?#6x7__J{&(~dd;P-}E$%9Ru~p~5&y!#y8csYIrZ23R6&(tb?GLnprld?26q(@-GAz$C$AKr01=U!NbO$ZmC@<~SsP!D z&=OP7maMVZK8o`yRtnx1XEq53cR>U=+acX{E>^dc>a=xihu?Q>|7>iZrbHAA#7&i% zH)2JT?kX|fNOTw55Iw)A+l4EikSK;M_@q6?8Ub?p=`O(EA0PkrkN^3nZ-4ss<(COf zg4i{p7I;2G8uS$lDq3d^m(6uR;QB>>n-=vHH&yCA(aO1*Tro^qR5P*Lr~Ovct8`qN zD<7WOGB+YDW@eo3w4KWlz;fl;=7nP>5at@dWpm`SnJw6gdX0(iW<&K7OfG8>z;m93Q`cG1TNuaI-7EPk|+Vw{lTlUPEqZ}kpNt_Rf_-F_ zFO+M+jtFeMON9V!C8!3<@RGous zGz;U;!ig6z2JSd)gWEK=dnvh>MdYvU0Il}L!)I9_Bgj_Or}-YM@@Q5N3s^dt5T2-I zkrklQhgI)96(QJL@jZ%#NqRTL#YIk6+Y4vh%dtZ_^Ze%x{_fujBLT_7qI)x2u_a`( zgUD0c1F#Awk2a+S#yIvKM(oPLyh95>LkRI`{uR>}uw2U!XKHsi(#v=&SI+bPoQBU# znqm@7Mc-RZ%q+1vl)9uAo)~RX(_~C$I1hV!IbL6mV=aR{9v?s7KYl*0$L$nI=TXdM z9rToq6xF(wg2tbaV`7?>#`lIUo9*iujb52PfXV2u_=B%kCE$edkD<+0Z_S|Iz1glGib5|RFnoP z&J|S~G)rr=D58cpfCdPo!=k!47O7Ky5o!K;uD|`|ujg9aX^+qz?YQ=)Mb9p)29pL@ z6}{HHQ4^VXx(<0@4dgieGS7k69DSb-rT;`F9tysn&@3|4I9*zE?x#Wyhpt=SYbUNN2oX|Ziyx; z8MpEU8BDD|{rcyxUmj~2mh7w<4c?htQJB8#G{5K28UUPJlmX_JzREHEfF4m;& zZotv_MS%01#0MD{)9fqR8g@-JxV6K-tS*(Yduu8GHHTY72E%fk>)1J}3L+|$=FDHQ ztZRxD4iTRLWKdPxPSUYerXj;%+7R4}#kz*xGL_FZkyXW!h9`7ky$O_Fp8phV{8Z7J zq%eGO^K~DPyOZNsczZd%zMgOAvDVt#ACK$%`^Wp^x~P?@4NP~;maX1~BegnnMxmi; z>z#5dV5on(XF5ok*S4CeIvnWD7<=^M6i4UYw>va?rvSO)q=G+Mk``px*w9H-#6SxjGobxy_UvO@m>XlGmJw6Wi>!(_HYO8H9OE~AZ#s> z-q&0d&lm{|A(ZTH&=#%o3n?CXb=2b!6bP5{41S4I?x;yQ$UJ2L_~jA6`9>7@Ya=1J zm|=~$EYg4|xgCt*xT?C{t=Bnkak4_r=TQBII#3UzM#E(k3w9v7h~?u7s2m0OsD16W z#s*b?RL4so%!`tw5h$3S$fPsPz9b=y#v7x|3gOdd#Nm&tBs%XDmk09^z_oaLA!zEN zxxcMf$F>$M8kfN2ZCZVN<7m^mucQ(w2%ilRkWC<|Vgv+G>+S7UfL4Y8GyCc=CMiDh$*mA#EMlnqYFVZd}uONON@JL;qoBJYD$azfl#bLiS>;OwUr-W?U>|u|$N6 zUE)}Cb+pt|B0d1~JaSlcO)#aIjncQpHlqgXwZtkFwAc1?Jha@z?OQNo9es4<(_{4d zo*~pSe>v8dx8v>gIL`y{$A|y?c)ULz+zdU-GF2syIE~R8VK}3=vLl~_iQ`I9vaTP0 zdKzI#rxbTWwgR&9MWL+{%fvTUlM+;)(2T<3zb#51_qd}@F*gvxz(unx-3Yi;o9-hZ zX)3d2$T~GIr4l`l23;IOf7!6mpvDF?+b(YL_P8u(vfP$r_}&BtLUIphDsfj?+x$NX zUxdn(eH$9If-ZR5DEd6YwyOIz>ey{iMKU`SD9I?9)d|Ob^B}yd1l?+v-`Lc))2f zkwA1R9rWstNRdR>K&YnM{qn8ls~*8!#0hPvpS&_%vD|68wj#uqkBs%>lU+&`HG3*) z3^5zZBiLW@pRoT3HVpYU2DP&ly+a^qI+Ujnjt*FHazl_5S|;xVD28Rc@TN%#LMd>sYG-xWI@drE9($s%-UB%xtmnW`^5w1U1!4 zeKwCr?KP`L8?X!9(4TfLenVM}Vl%0PZF&Tg1!L`>BAoUy5#h3n{;*8}BT#PhijX4V zvj`Nr>gp=FmwmcOBLdSy2S!~nfIBJa9NqK+c3YX3L< zLyw}kI`1lYQxBFv%_X}&T1g1vaaB4rW$MZx3T52!&4Mjkt4iZkz+NXub%=SVT774q z4B3`e}@$6f95YXA=RYn1}OQ``R>%cWB zv6}|CS-E#kNQ5M@(NaBkF-YTG?!K=s>n2=soA-{;+s%71X4u26)PUlV7DsqtKj=nb z0buABx0W^btKfIS+whp4G$&xWH}QRFViQvmt6+K)qiTXwYePNwl3^8Kx)M8c#^kc+ z^Mj?)mLs^=FEz))Q|7;|$RvHWe>dR*7zx^g_>Y)#lGObu!l)&tkRuH$$? z3!nufPQ7@rZ#&D0PeRS+);Hb_(h$>G34UPrPjdP}6g6OVb57g5HHrUz7f5W1K;dT(c3 znqQGL8UmAU9a{Q4f`4YFF(=VsSPhDiK^HkCK(gvj22}v+a3-_fbMwlAS!}qyWWI|8 z)c~WlZZk;Q+xNf#4w)`-PrKl8>%Pe*iH}dDCWf zA8rrKr71YW#EW5^fYog}jF5;n)DGiHw#d9tTz<0mypv?S*pj0Pwp0#pTj6y(Gwps( zWQa1a^1CoImdvdC8L-Rhc7nZ+ws{q_=4)f-q7=WbHX=mjh2B4&q%;}!^xAb8lbT`} zAcMsurnWV!l{ce{pk=I@ZoP7e-^e}h4;nc*W|{2PNu1^Zqs_WOhRP9J6Vyu-#IALE zyH&1yNX3*X*yKl9Ds@f9gD{4IE-R^D@U3fxkrfV+B9O~2vnrg?TXAH#j^TDx4y`zj zYhT~qzTpkyV74*j@mGXR|M8Fi`TqX?&wu?_JJbW;oI{Nk?zp;r-XcJ0X$g|qqcsK@ zCO?fsJgyrSaIVGZfwR5Ixn^OZKLEsOZ19KgWp-WH$EG1RZHX*MjUf%80IN0iv& z1ct>aQiH7pE5q#A?PjIrpmeQl6zmwc1uLj+Vw6rMwVlWL>!gHjlUiXm71p4w%b|c+r2f7%Cn_VUMVo%blj@@fT z8SAI=TDiEQK={$1rOJ}<2re*?FO*NwYsHN12Iw!OmI$I@gK-zTJtjOe_;QaY;+fJI zq04|LdeCjK=ZN0i_r^u92!ezq%aCqc<>+Dg6$MyoVG71*|6IxTN3ZAaD1cEDy?3u8 z@5o-j(Ibk9+YO<7t6RJ zF60CPiu3U~IjRY#w~p|uio@%YVT1`BU11EZw*^0~Z9bw6jaAwvNFV1n)MO^#2UN(# z;CfhRcl@~C6As6KkJ)6wCh4Kzcb3bqw707 zc4x}Q-C$LREVz}UI zYpo2DST=^sY9Q;U>|CCWFV8Dlfq*WnH$j-?dnJR}WVhfdK?C<#uNrt^Jy;U(K8nW- z+YN5+*ILW3eQlXwCYR8-*-7w?r2#G?kS=y)N5BGpzW;bU-e1onXEbr+bN45Wr_{~% zap3FQ`to)hhrzM0>v27{@AFt|!R&~z$%u*Q!l5zoE5e5eTqqAoc8Ha=!)dYNH+RM* zCCkB5M+)K@KfdCr~ zh$oC+xrUEY03YSUDmN7kUUfWFmzfh$hn&KHRkYRGG2;Pr=*Vha26*jPNw#MK%0#p4 z4t{MG_r)cT$p8|S0Us9-IPYqL$PT;R%LY(zm|((aP@~sI*BZpkaZ1d|?#fyE>YNew z1`fIT{z0>8eqHKErMNd`a7CP5N~*gu^IA(;W?tpMUS4?99PgzR)B=`%V;_Pm9#hC& zEZgyA!9{9g*>ta2V*JQ{iur(Fs(krB% zJHqMjg5fg>96WegtLVwdmj3)|5vWxNJ#OjRk`NiaVtpsg-k{Q~s}^vg1A51UJ>HMyH{Xo3__s%XqxcQtgk?Ie?ud ziY$Bx33Z+I(m62*qMCu#pC$!ET1ESKja=3tBlZrw8&n4AW!R-&U94dEwTm?IJv0~U zOJ@Zzo*GPnWzw9(H(@SR<~^R9o2g$p1KcSO=7r)xmG6d^m)F-9b6gvIoP(+tnOY0O z;hZMe6V~fp3b_uZ$reJPCIHVtj&ztGX=FcrA8C0?Nir$o-9;3CiL<37g^so@VW<9| zBaArl*Kgmh>r2(JR2ox4Vup?1cscCL%W)pd%zXRad+%#4yuO@yZ6bE3?3JfkH(bzB zl}1sFSShc8s=kI379NU|nKxBS*4*u_9SYnM@{_o^>ash|yQy*6XM>$hJ{D2Yq)p?l z?-X)re0KABGHNcA9HYE*>&E#gTP_xH6|FYQWE*r0^lNci>S`BI+W0((xUbNs*CyxR zu@cIQdGTqq$Ni?f;m=D-3}0Q=Rna2Iz#4U6kD)}LbdKFR)9G7=1^-& zP>er(Fp6CjN%4%r-VYw(N|`X&_pV!6E~=}^D-d;uP&^H@9O&(^z~W}!Fl?3<$&E#Z zc|N;N+E_w;uB|t-?SAd^SVr|Xy~l>=-5V+lwb5U{n&|@pIB(L|thIMKgI3uFeH%?y z&pyYL-y7AME49ke^ZE*4f>TxVC^kNqtn)rWXln>8tEhCF0&e2dTJtjT0JqHrtcYN= z5-lxrGhYUOJ|!YMkE0gh>C7)F9SE--23xY>NqxasA`30v?$W(*$Zv|<_nT_t+$iT( znI8P`=3zy$R4apoY#Il4Lf?lS8Vx4i2usByFP;LYUTzHI6SpEDP!^1;6mWj18+&dz zUt1h%-{USb82z~}8}9|JFpNjA6M-X+V@x`WMQ2+d8QV>HGXcWh0MV7sqZwYK4OW(iAa0ePWu;D;;K?7SAc|kzD-7@z zMc{1#2uEvT(>St*S1|&R`w>RFAMpy|+!Io2cg}jT?m)Z6oJ4I!cGnBFB58o{6 z!wo>`C%sY^Rv64s_0S~?;NWxhzZDcBo%%B&7?MM_IO271lV2vp!UPm{vLch!+^ljBXcG{sIM6ui^g^{`mgk;UlY`It z>53R}Z>O+bfd*Ir$=bJ-7HKG=F3!zXoPjt*sNoxWYichOqYG#ZURic3O4qJg0T!C+ zp*%BJGOn_M&;*+NegE`8Db@^cFT)HhZVi`gAUunAg2L818w6y&<|HO8aG*nmQqU3& zH`}F(XQRvQc}Lm$J?8A|hrY_{@(-)6_d1X(C{WfYe=Jqq=?Dx<*~DKatx+@+^*?(r zr4=<YQU9`^cjo^f=&V{csUfE~wL^kTZYW%w56)KuKwc~$g- z%d^URHh1X`=@O(`tmE8Id>NoVqHXs%?4->c%T{Mv)2B+V>9?;S)+Cxg@RT1GB=J^% z9t$rnmVWkaD`Ptu8Msv7K}1Toj9zcEp&3KdMYn31(R3YxNSuwj+IvY=Aw8R`NOjQU zBbsF!rqTNRYF>P+X;|qBB(yAQ1{Y0!cPfCG!P=QrR$0J+g${LX?>ZX8yMZn)byU>6 zPM9qdaVd6x@)};FJXFmw-9k~WCUL{w9#0y$?^q04X`WmTx>TP4l39R+ zb}V&G=lujh`Ju((B`}M9vK%#C7)^J8H51ZeZFhhIl2jswG--6ZH3-T2vc*z(de;m| z++e;OhaKxYYYH_H$Zlyrl%c#Vy_kvanX2iEjr;VT8)oL13N6Q*M2p51-Nm|wOT#x3 zptZUV{L91xEG!D9!{L#CY4n@}&cC4Eo)v|H@Z__)Tc6pFg;iE1-bcS#8fG# zlilK~Sxsco?B;eyYm%Tg{e0*8b+M=}u|$hO;{f0)z2~=aOx|&ujkhY z>oq$pBd2Mgge+kuyDIxL{j}MNXX#`g;uqqRWoEwCS_jVaJdP9Va9`LS`vx*wr*jIb z8WjjL4#0ZOgE<6KDsXgdE1yA{6BRV6m9e%p*1N$Szj3Oimvnyr@sIC6zW?nn|FUd> z6@Dr2j<)Zw0ulZx{oW&o{xbUD+3ojNPnUNMOs^7YY8{S-Q^SwUdm7V?C&Mf8O()Kf z6v(Ua_8AkN6^jNhf99LQ8YMy*eH-tz-uc&ro79(>?4QwcL$Z@IO@4h_#u|z#Ys#sA z_vPeluK$W*IK%VsHznvXDNGCc!{KG;Z64nDH0pYLS8V(C_Uq-_<3w)Xx00Y>F<_RP<5M+D{yA0D|Ih)6u-QTfneqg_HVCN3 zA-_q6X+%%P<#3Yw>AOuXp^zi^Z%MPv%27Uh5@M)IClM@L4ZE!YiMI}4nr=6SawTs| zToW=%24YLopYWs9VQ=ypT4!qk!LBoSM9r=ekUwb{=+~$Ls5Hp69P$|Ml9}$F;xz_<6z@Y$w+eT_z_PeK&lvld@YQ- ze+mwX+UQ@PH-NagCeoU}oef%{rwZXNdJce8dQGJz0QG$=77acniJxkeNsn={AP@ab zi!x`y#KG>(MZx|lbOO1muX}NiW5zY<5JRQ$mN;Q{*a}A)4;9jZM&o8?kH`C3Yk59E z$bCsVL@TJSHNv%qFi>dm4H)y4$O`MDknEm?x7aXMR>Iu^QiOX-w6Mw~V@}PsVY$ge z3=AW3MbxYYrkgPnVGU@e<`#lyoHkcr@ruz(nQ~b+0~^q|0`R)#*FR;QQT`fY#$)hV`}4sXvHB=>qI zYwW5KH(MwZy!4L|gFr!rV@Y*QGxALe(cx~kJG$Z$?@EHSzTgdr^sa2563I8>Bj_{? zj(oNV^c1|PrQP@@SSo(5ASC>nXYme3op!98$4Z69C$IYW51a+B!Z3}N0r^pvf4)+{ z0uw4B;Fu)YOZtP6!+DmLD_M@3ZQw=I$M(1?Lu*>YDdad7ERUtKbJ@#ryu7US@(N%- z9tQvZ0>m;LB+BTyq;fPetEn0WvU8scMsF< zqq|c$zAog|A2-@f-g?{T2xITpqK&>kr5;doI)+nZzZ1yDbzoiSc)Dr2a`{GLZE41s zo*Vj&h>;7aoP^e!CoQ`5Gr?KMpK#=^oGoL}6wdR5&d_RX&4Nq@2AhG}$f5%AFmmo% zQ~ukkt$`PQAEAm`9CrL!C0g~XNmpztSOIAWfb&LpRHMd_y{tdwPDGV!)+*p~h?f`qez>>#>qj`OQNrv))ses3>8C2{WwT9 zu?(iIf>d`P&R<4_`GZ$Ua=OLQHzJAIEyGeVAeN+8#B(==JBHfR9BF?M|5+6Q^7-s1 z>b-7&!}VF|QgM=>6Nr(e+QK?uw#>e~y}rM{@4ZvT(gV@c27R*zqoOD%rM_~>uxhVR z{wxYsGGjMnH*9ymuD#{NL~Y`e7H)6pn(Emo>1XIl4Bmui1xV~$+0rJ-3_P4qo{|{b zQ!%=A(qZ~Mdlux|k!m0!Ecs;N>X4EyB591fU+!|7dl5fdbNQP}Y_pwbIa&ksgm9$c zw-?uSupJT zI725!mM3mozOn4QTs~vqex;J+A_3R&GuJXDr%P^1NbyVOO6GUd4-t2zZO@+!-6D+R z)D$`y68KitXkz%8)_B|!=TNuCYz( zQ(JF2_-*>b=?Qe6>5saEATp}h3w4m3Guyd;efaezH?&LsxWh^P?jLn9V8mOY4;p`G z7_%}4OJBJTdwn@yUtZ4R#ewVEkL&UA@$s<7m8UZ#$}F?BY^{8Xtwe=g-O#1NfY>9% z=hMCoY>7Jjs}wjsUrB7s%8@sCW}EG3P|;iAQ_Iv1v2~b7@z?V4tJcvHxy(fn5{WsU z5^|!?^nq1{8nWgDC~bg~88ElK_s7Tk>&sV6rwJ}ys*wTaZluqhj|=E3mOs+NVtecT zQ>gMsCh>`lcwkV9MI4lsU=uHDi9rrNwXvbDVq{|ru%+It5U+0U5tKtFgJc{WWX=X` zgSkI^e>@&`te23H*>SA%u*Y=^j}p7eCroRTI6<_sSQGbHD}&3;KAX~)1K1nD!W^? zkxbc%ESs4!8=zy6FN=VxQ|W>|=xN*2ubTd$qtMqVTiR%-FAlM60;`LH3>FRWgOn$f z3I@@|bM0@%iQd^QVF{zOy_&rGbV*+^+f6qY>vTZ)Z4`OP-0 zI4Q0=>FhZCjvVDTz}nIT=JFc+#L!EQ*iHz1``hvQ_SY}hb%AOb`)hZ--7|nwV>Hg0 z7M?PGXee>Ok*8^SZh|rNYoet3h4faz1xnMbZ%KGKRS};hc@t9Ut33$-l~veXk4sHz z#*X7qS&Y64)ERDeXC&2POB-aQ{7ieRiZ}h~ztLhK--yyX5FqhUD%Xa!>|ATD0!Tm3 z_4;~zd3#&0UvM07;Cg(#|NQa&`_K2EkH^DzZn|@-OH)b-5~Ab4XGX zh*z&T6K-{)Dq!h)X_r>~3mu3^rWx9iX+y*l)8b*3Oe~lJxK7t|F=tK`7DD=Tgvmp{ zDaf$e=?n`)+ZaL1?8lwa4oHan_F!R=?a{L-@(nL&N@1&Tg z-r_z;>&|bzaTE*ic=jTiN*)@}hfXxJ06q)43|W0JX_j-b)64YB3F%y&XA9i(Dn3f^ zy|({+-|pvm+Dq8PTI(=-NL}WsY3;I$01XxtX=i$T7LIQaiL63 z4&Rhh8_>TRKLZ5&7MF{{I(;A_TP>)WrRY>Gg0)gwj=A>GL9q@cg*H9LZ)9tvmdoI< zRqJ0+lPmOvW=qbwP-ipdZleXMqFx$Po>mdt7G{#(5?&a=$V%l{)i64~#czxv>R}PBrLr}~XT3E%O5@Pjvj!536A6l}y(_+kAYG8Tn zaILIRR+hs_QaBB7@wmV}R66+5{TT3|$ zSmc&Z)P~>b7k-3PB4)tN+h)QCQE>z`8TGv>$0eP zda7S@vWV@uH&F=I`H0n`#U{c?ms;LYsS~>ZEEZ99{7d5{`4gI)^C#X7IS}x^2M@{# zxAm77RixDpI5>)+!VX=Gpa35?RMsSso6y{E*hq)I#G5A$4a&T0qj$3uCV7R_gFHp= zl52k9h}b!E1CO;X6+jeZKAC@gQo2(E_f$&X?ic*pdt@m+Vc&o|5(vP6W%m2`-(HWm z^X1L$DuSH)1;EVCY_Yf?MD+|7iMC>S^p+ES^`)b^(_A&VhIF*&E3GmvwoA?q#8Feu zzHAWK8sIEVQN;s6G+*>$B7kLfEIW_mSPOvfeeHc+7td(RtZ$heYn|uG0{yl3j$}eA zQVRwgr@g+uT@Symhdq36M{kH4abraVQQop%ZACYB3n_s1(*y;}7$66@>a@)8$A5%r#?B28iFi22i} z^g++S=(l@GVzIZ8Kchm4I1*B@D?36M%y4hC&;pRM8?9*${I^ zQBYKtNa27=kG_f_uF2hT!Sm!u#tI>t$jb~D+;XqrihNi%pPu=%d5^@LDP)Wot`bgu z;!+xN@B}>JTQHAM5`P%L$MLqW!qieZR?lh*G`_vDzUcV`@Pt`}bAPG!1&8IeMEM)8%QrjV?FLGHq#NO&8ibpP&Vcql0+qD+-FgVRxU#dmAxWL* zGaKV;g+-<^i`li3hCtLE8llK&D5c)cYMMrX11NSiHCF?d*ftG*XJlMO-c+{|LxX7i z#Yw4Rn^!8rIqq1-vB}nEO|3)9on$+QPUg68`1{9qb3b2Rngv;!qi-^tVNDZh%a(c; zPP35G$VGWgtBzmw*sJlbPpsYfl~;!>ds%nh()IF^%#DlyY9f`JkRtY~$rXo3{mdM; z>{#~p^7{Jnvep3r`}%l1J{}*}-n)*f2h4D+Wh;U(-+S2#PWyg5j^hD45bNW7!*dU< zWwtdt%s`xVBhLzV8>`G3P+eSN7wQk=0Sk-Z`P?Q&MoyTzoA2dLt(mH%oKj=BRr}CU zis~VOh{f`1-0wd`j-B?qDwfm#Qv0$|DOsUem8MPPYu;D~S5%r-@9yI^wi@s>HOmcw z+PgUHauxzAK(H2+agju*vm4599YnbT}O@z9@rTE;oF;`!zq{6(O?`+K7=Wn|0yOc?LT zE!!oti~hW8Y>dFWXzyV4T)l?_qyuG$Eo*n|-B0S(h;G68Y_9n+E5h{Lqu4lEMo>Y` zH^94^o|anw=6#9KF688IdRzh-O1mpuO!f6VyfIpNwzh7!bR~z@y5&LI1J?4hpx28}ZREpkm`JA-VVUp3B~!B^1XFXY zm9(~As1&a`na)MsQUz#0&2ft+mX4E7P7%cwYuW2@yuQAj$6;o%>g?nCxUPr0FSGMF zUSE!N9#{tq*y|<0{JJhfg>V@jaj1sauwXwPm*K-~EeDRB0o--%>#E$YtYvSnh|WEB z8{PRtEjs)%VSDqR2rd#S-olzG++HM73iI5G`|jy$HZexa0@xE6+aJ6~YPk&zNThc{ zsZNQsgn6xe)3DpO2q98&x4|0q(D8wP<}`$q?)=6NyM66|V<8KhL3pgZzUu2Z7_*#} zr>fVP63_hD-h65PxTw&Gcp4!MM={Ek{sjCe?+*;D=CRGJ*ce9d7Y>|1CT&o%Yyq zsramkQGU>$JGdMw#Z``T=uoYnvRuL!L*r!8tr}Uz%lkHW9WiQi!Q2?E2&uY9M=2&; z??kC=(k9S7L$$TTOtV@8J*(3ib?32CkoT4QYBi_)smpRwD3lhb5V3<47@U)aH)fPW zDM%bcaxsc}g(OTuxYR(ZM7`1Z3ZIQfI~8N1qdqI@_*WI%?4q4Uogo4^r*e6ROoF#m zEvH~T781DU9wz1v&zU$~WDQx~%K9xKKYFuRn- zHr#<_>;2=$dA!+Lp7W2;pC!mvsL~pamW@d`ldFi3?!s9Ib%)_t_V)Vn_T>#PFZtZV ze!P7Ac>l2L@yNQ`0W8a`YXNH=hwYH3`F2v0R=HT2_iH=yX;XiB>~%h3Im5oL$H&Kh z5Od5l3M(V^lbhcyt)Ol= zYMVOZVU^va{?;@qHI~E-UsQ0bS|;zG5bJ6E+8v)NOiEN>g-*NytGOOJej9r(Op#F2 z!&U(x&w)Y3c!?Od$*QM6o>RMYEmhBo4_*Gey*!P%r`u9EfdXal)tKDM%TSAZn-e+M z*`r(F$liWr9caaTj0fDSLrb z-LzXTfz)e1!LB8n#rH{Z_#?II#6+or1)e+USGE8jT<5Abk0(NGntIk0TskjnRO-a&OUe!-7KC3 zWj+L1b;_HCf&e~;USB*X^o`{VNJKEHeG!>EN?1`cJSSu2L>rQEvUS?wxGZ-(Z6fd#y~XQ*nc1e(E~P9) z_5yhGkL$zMap0w9eOvS;J}Ije3Y!dq>}W?4`?00M?Q8FAUzcyd{8;vq4;dU8z%3YF zUwm6+ZU%QZ->K%rDq3VM1Hd-ewZmxzti+RU+xFgmJ@%?69K62tngonyvMeDHk5SWt zek;W(Z%hL;Z?-kIW-t~SQT4WJdb&wMSdOtgf7WpW8ium89p=Y#gY%3=)9yMdy6GHA zAw^W=HUY95_m|j@$`S8x@lG+dqEezTaNn+^@YKwTkCiQJw%_zM=0`Y5mdlt-ixW(vCGsy4i^} zA~o(C-5cb_akI7GC?R(-6y+27PCiyulR(~(n5S02ItnQC5jGGml~%noXMK7D zRT^vMbJqIMR85^E(N7@3MwgAUu#cb7uIgt`*ox#g+P_CmK5s#crdJ%PB&f4>5m>P+ zoHln~NABi+51O-~F?O}!yxjNu_4D=hby<3vo9zikWFmXxB%a_N^d9^uLLcLE=+xWk zRzw;M!L1wXnA>oB z+HUcn=AX82zkKfz?s)o7(GD&AGzUXQmLOZTP)TSt}?E0nV1^3P$D1qOpy5GPY}fK-SqDf4Y>FScPMh& zC-3h4mRUQYumJzc66)RDt#8xVPH-gQ<(j%)a)?dl=mZP%&86>jIcc zA^J{Z8cLU#9&Z^4N!#}YKZuktY-|}mCr!&SOrIg7wIf#&62E=&t1nibh|pVcw4j*Ua7N z(@?2hh5&Uyioc9*dDmsR;QES<(_~%M9O@@lJy47vb_CFAg7R1D?skuHdT}CpCm3au z(xH$u-=>Bov$9A6YW;{hlC8V?<_HY7_RYCQjIis;Q4oh(ID<~X`g~*5$lM6qbU3wY z4`8eafUby$%yetZ=CYZyvA^`VZh2t*DvTPz7i}%sMKG=sm`ss@mzn%ugqt)eL57+A z+duyOAHV&_|MK7dSF_yvTVD3bn@_U%+e^eg49A~5g(kSVf-d74)rLUMAhohcizNdO$GNa< z*>Tu$*kfZko3(;1jT7!c_7H<6mxWht%5hCSJm-1BoW6Rj%JA|_UTg&JY=4SN642SO z>vh(T2j2%&9v4HDTKQ}*$uU)2kQ3UONK;c}^-R?d+GxGam+x=Gv%n^ptkjtikb9n} z?Hj%gUVC}`p$qLQjWu~yVMJ+r^U&HuiXQFACy-gPQ4&K#&W>o?UbU_QaEBSrRAJu#ovURK#J9uF4%N{?i zwl~^)@5lA=;4Ei>(1KxcNz;lB7JQdZSO$5c<||(N?z3CAnFmCC9G{qrTGdH=AOu-# z3f6qNsf~Ey+{r!9J@O$s-gFE5MH98W25YF$t7Sl(QV?%cE|Y>Sa{YF5GB&2JpKQK9 zX>T}~IMlA4pR&FXbIt=hl!fv>{ZaknOd~ynIC(VP84SFYokfm%j*$qAfBG zL5IPmF3x5MK;N8mNKzXdKeUV>6T8(QyN(o3wK`1FEY7akz=o}5IM3td<-GQFZKa>r z7g2EO;>MMB)2>l_Ldb34gBPk&954{KYxC3Ja!)eQ#gOuybBK zs9nqA!L@RiUMic@A=@0=`w>nQZhS_uJ%P|1tD&m_H_|i2;fBVRt^@Yv?c4j$A7=Gv z?;LsmRh0)>3gKzUUQmbzyeS}ISwowZSA2W@3di;fnTIW2=fd{8-V8B0ak|QBSt2CV zio?lM$f+)=Wf(CWP``!$HY?u28MKl`JbH7aPug!5E9&C`w=7__tvJD(CxPkySrK5$ zDr`pQUAda-8Hd?3GUfA-EdnLcC-mL4;Thhd7{-Yi&*^%zw$o}t4+wz8#vis;o)PQR zPc@yw`w8iDS zYn3WNv5;^qEN>5o=9(0tIeh7lK|vt4E=zEH^5ze4uV9(b%ig(qn6t`j6^&NoH3=O! zJP())SlErs@^eIPs!BJyJ7_SDF$ZJg0*GJH*YoT*jB_l{+@;`J_au$ zGGy(m*PhQy^4|H}iI6IC>-sIRdcY%qEFOO{?gVDHZCH6&3H?P}t|r_~}V0Qprh z&Z?+B{RLcA5e?3hdDLBxrRut@jKeX&&*OOc<=354Pxn?Bi*?OY^|{72>NW~BPp@0b zS=qS5`5Xh)RjUMfi?v02V3O*2x=5*m*F;Hm8Mv^D<{4+zr6e*{=*ipPCw9Y?K7Y9O6>>fm6Z&n;OGfanHahCPw(hvZ)eb-W;XwA)VFmTLr z9$@8nEC;aGB8FrDGlD8M*>jLV(5k*nX*a}Q_|TYJSY@0FyDs0(n2-4a|C#j@3|^wo-Hre(JC5Tx)|C$l zwjK=2Eq_L0yh-!=dNN2|5qq!4HmpIpTbg)82}0t(7N}KW8|~>i|Nmq>HT?Ul@_7rU+@8;H#^`V@YmeJloc)?AWHUle6a;^ypAxdl3B66;Mg+Qf~P$e&M7+&D*+ zxV-H$Gy0l_m(b2=!y!w^S3LU0*7}hk4UDYVqJU9)pT;ZlX_YqkI7+N2%S7M-nB_By z&jG3;SIlYpCSip0iI^@FXh9+XM9zu^7O;nB8uq&>JW?%!l#2{8aiCy#|=&&noh! z<8jq9K^nmEW<|RMMXrK?EpF($MJ+gpa+vHFPiEtMoMMifg%|A~i05w73hd6?ZgxU( z3uS&PN^SLlOWq4nIWzcEuod)VK{kib<8vh>;kF_KdQ-m<+Gd>zNEx^H6($mIuq1!e z*#M}y7#XGT-x?h|e7Ie%@4dCQr2OOK=d$DFc=cMHE{=)nAdis_zdwe2_o`|2#%iu$ zYI$YP`UCxvdZ5}#zTj-fDm6zv!V${ZljCe*y0K_0jeqCHtF}^_^erW-3gdG|M5d)b zPgpt0CZUe1CV?%R)W`k`2g^nTB*TAngzK6pu{2E0L|@_?JaALjrQPLL{ZY)bh`W(7 zU@n-7>lvXuuQ6c@VEmO%9z>iftqJT;KO4gE%uCX>R3L9QFQ@+)D5KvNr#TOhFo7;^GjQs2~GE-kIX4LS!?E;vKp7=44E^?O-}e_EcPP0{z%pUZk0({@y=g3DsF z@|%qsI^`WZ{qXEhkWY+EqguLsM?e+g>n9&n&X5e1TF~;QG8@R%;i1xbm;9cT3dH2+ zh1e1l@b9}z=_Xa_KYsjtfB*9BuSrM=Kk^Lo3ggN&h3&{o71UdJ)M2EftDCGaUs`)w zbMy((o;0=&d^+UMvcp@Oi4bnsxQdpX7Rdub76T7;1?3cF>c%RZVB6spd8Cu^JsKF~ zV(%Lwc4Wi{k4-pvEMp>+yw{;JS}GONZv6J^xoB${x@G_iE33ORI&U!mzRdpo>z|e# ztBS?ocxtb68+@efT(t;>W%%tM{|+3#e*5!wU#mea&BIu=ZPml}?R!(B@_;yS^O{jA znM0t(Ju&LZMu--sr3Jv3)4w|^lpCv{+M50L(I335VJv#Qt<1EJ3{u=i^lNEVWJ^dF z-7ktHP!Ji&mEz-4pvwRU&nq0&l5*RctJ5G^cTnjum7!?w`Zes11BHnP5;EZB=E&u5=Ix*D&9CE~4k1ed`9qgGb!hzbel*1Kn)tyj4iN#&+`J+XYk zPvbW0ZTV;OBzl`3mWiP&#=vB!16aJa8! zu~9WFo;T}sgmg7{5Ku-ieb>Y%$JQ8afXAa-Sdsa43}0hYjlDYzw#+0^b>38!Y827(@N0<0yqzU)@=Ov)+oO;dcJ+#csxmh`^ zicPGbM-@I=x~2|d2_eDcME!qsqAgi-b`;ENEA}mR?)fEOL?gqU<-TO8V;(h zspp1=HTA0O@tQaotjW8#18!W9V-6mk1MchDvL2InH9}*_E9>HIW0{LY!`pK=E`>X` zm*-KmzlksJI6bn0`C+4%0aY8j8DDnkv#Ie0+*ZpqfV*q5f*e^h^gp&s{<`ypC_aQzF7e#59>v+E$r z!pw&q%WdstSjJZaV`B3?k_+s2?9J5=$kUd*Xm^$dB35%o`eS774(z=*{2B#(Vbe6b zG>l9;QZ`mof5O?WeGLTj(r++$YS6fGHO0rm7pgKk@s)ztz(GZW?hX6$fBEabUf091 z*K^KpfO#^;dT4aQ9ui!A_=?SiyX-qjanTg<`08*~ZDOGU-n+v{}>36m%d> z)CK>??|=XL_NR!db_>rLv@uu$YQ=w*$Up7cM|77A5llARzC}7IzPJ9V4EEHVQ23n+ zDDZgG?dUgylMMj@n~*WxE}2so7g&mqd>VuGT{qSYtpS`t$*kE_8^e_IpLhxiqX+C} zoFiT`7g0tOJ?(<{Im*^P@k%wTT!2pAwW{Wzo;Svf}k@krb#inw=gDdkD3NJux zbJD_4s{~>fVCF|$5%kost8F9aIPQ8pwIV*r`Rh0<$^Pg%GLZN;DqbC#h|KS82tBgA zyk%IcMK*80FLumli@Y+m=CNTJwjpMdGy<7#Zes`9C)w@yAHE#uDT->`n-71`-F?ck z?~WnRyS9-Nqvr7=o z&mVjn9w`oEW9h4$L;4sRY2W zfbWlYxV^o+Rg8G!S4M;(@xbZYR$U?wPuSF`IN9J;ujo07jNbVjSxu9vxVSYUBmPR6 z8q!*1EYI6hog)Hnb6kGCzrTNZ-LPXMGZl9g_M4*zA?>L zIPIk-65d%atd6x$^c6}g`z@65$E1F z9J5$|*i0^@=_V^C5!sh48ikv;iT@}lG71%R!nGWGIXvbNJL1>E;NY6@)RHpM73L|z z1ebvoVKPpD{;lv(1<=CR0s4*Cw4S00O`8d??FIibx|jY&071eG<|N)T1Df&t=sFePFr)s zM(WvM39o1=wHd=_XjR4$M6!m zOvu_jd#UOiv)9jdPY#$xJrj6!9-(lPS8>zaypEeqPXHcD(^rb>8xU2;`ZF81;BQsi zfIM1yGp?4JOBk9?2*raF)*QSQ7U-2M-AYbm>|nz2mp}c}-te8Iu|H=7DSYkL8*yab z)tdR!^xaD}OK5`U&vF3T3;b)h0 z4an^J(PHjy4%w?M~ol=%( z5>-qz!2R;=Sc}9oAbH(K<%<)xR2!ZdEyhG~wfiaD5E;|i00!S!w!@Z79(Q;bS6OTh zbzde=gScYseHM*S&e?F@&Rc#fi5f|q~mgSVZ&B0X5tdAJDfP=Y; znR)I}qq71vZc;+udiyGyW_U+Uo>V+@x#sD?q}B=*)XJx1Z>=(F#j@q*v7up8SP@t& z^Ps7Kp8oxA+-a1&H8R?b4ftAitOM|EJ0Lvgy7Fi!Xmqq1%(Yk5mSqH?pc;4uRy2a_eub1O=N0IN(cPEq@ z2noi;O1pe=0XsPyAnaMWtyc{zXVv!J*W+4ozz=di_!47AAMlRYJY8!d0|4F8tw!LG zv!gSJaKJp4lN#W@y9DMPU8FY1y1<4gN4@RA^3RrXYGrd#mrDtECzzMsnJ7&Txf0Zo z3A2$RDSB!(1Gi#;@r@v$Rrlh#Vr4XVyn*ostB90-f+&C-TB7{f@;y6=BAL_uHxc*zX=E2!#BNUB zytb~{jO%%9fYpF$2Bk253mR_(bi`cIv!l%2n{+2|8hpVHE@`Z>PF#ee3Zw$@Q>}TI zJ=0g>GPFC1@5N{MnkAdIv;IYUi6MpV2vkeIOh8-Nyl>Tphl8%NxR!%WU4YG7vKO57aGN)$@>e z=_>RTnX`P5J2?p&v<$;zncLo$hl!YVzh0iiMJq-SQPYZo!0qmMN8o^&!CqhAmL1W^ zN-29!7s|;(9&WcyS5TDaJ?5IZrfn=*8161F$aLPQLB{738pk4+yKbCJww;5IMH9y6P`M-9hYZF z!Etev9^n-J?H~XC`ugS9Z@)4pB&#UE3akrREB*)$?-7BG;=Jexs3e_tZc&Bcoa>)u zRj64+7eKyY_8k@4OUSo({ud8&a-q56$$LFy~|FqOv5iTu$8GOdNu2Y(Xlp*%l?%E(Fe*Tk}W! z#e}T?2|v1M-u{!ct0ZYNP6x=_Bv?uRJ~>``=CdgF>?RV|)t_Cp&m~u8+(nh=9mO)W<`3MlY}JEwacx zxogetR(^^7ljiJOfi?AqW=M6yd<{%_dQl^^RY9oyb5U4nDfy3DA-WRM%!MqmNYNbr zq_-SPKe9wBe`syX5=@XtD0e`oSflQfy8844Lm>VEZ~WG@*;f+ zC**WS-F%{`+VKiwBFslsSD%S$v6s^A;v6o`yfDk2tJ~vJ+jKec}&F%N({6erSiN>;hh% zw_IbX7eC}5#$rVYfH3K!+e+Y^Y(wryM~^-|)r{c`5!sY+847C%<*t|CCql-n!;+lh zv4OAR>Z?E?chcNROTkY=d1F9Bd;xm3B;C;xcGhwpmbJHnYjrn`bW*jitgq$4bwY?K zEn{sasIpprEgAx9?x!$WtJ2GqjEUrCDjD|-k&|Uc;O`|f37-?8X@e6 zyC_tx=C!Vsuv@mNaH1XeNz7aIn?nMzXm2d;+qZ08b^&|C;44mwnSS>9RUPoSfgDpK zh?ygwvC88dQD{qc^a?H=r)9`yW^2u$rpQ^y+M-i|vz?gBs!|@Mx#PTvz3Gw@vvz5U zfLa2elLd@;nH`eLB__{V;JcO!_X=h#5f8|p)5s;v%Rdt!XeT|WVzgPFIHN2|--LdA zv<7%5$>%57*W=pzJl@)$x?D_Ii~Z?bhQV!=d-5kCHcZneVs>Jz#rg)N&TN!?HxgDP1U3qk49@tK0 z($I=RA$j@6F|*qIZ5eY+>Z}7IQyF@$ipN%V?M)g?avbj1E1(=^@koT3+2z-9oMx*n zfOK0afEKzlz8~`sOtoA_#a)(F2T6N0!#ZCR?Ls}3$A=C!e;OGqRC7FLp^ciwDT;D+OPga|(bZ%M zxMtzH0(A2~0B*CS?Q`p*c92A{a9x1MmH~1Hn{MY;4HurofUVUf7fvg1qz#yuizbgx zj4uotEGZ4CEG4D6Ic*o)<+RVBN_5FPqs~rT#yH2>pKZs6Uz=Mn z^7Ginb`{8xRiO$llv|o|Bghzf@Xlm{Am*bI78q;@J2}`Y% zOuc=(-tE5J;BiDp#BdASa#Q9U_rQjUFJ7P0|3UUFDX??yg9a{!@6bU#fXF@Upe_#p ztV*w!qSq}ovlpb(h#}+VuU4{>!Qj02rvmUzn7fOnweoXkR*MC8A{H?%cW`^iI`(1o z&{avji)0ZaGVAeTTV_iU`fMwZn&uQ5?lNacZDD&oDj4v1JRa9&_970MXg%0cy;YO- z-b_|L;#f@EobJro-Eq?3KI9ECteHRS5uxrC%e&qu(PS&J$ z=BUaSHZoP8$(ofb`B>1h=2j#RyN?>A;M{8hz#ypPtwvNF5O<__)y8uJbT{D4;Zly} zbV%50+s}%Hqcu!aTDjRp2Je=}H8q$tGnec`iU_rPFQ_gq(F;eH(H7^-GnIv4tJqPO zuNvvBF6FScV$BqWAbc~tQMt)a$mx93Wsa_Na@Kq3m3zFyLWvxWH>gsa6u9cP8d9TU z%_iMMHUuWj?XKG~bj@pU2d&W(oOD`KnBQPH+cxM>8xQj*r?L#~P)E$}MQ{}=;@jF@ zwR)o(x%4#K8ICzw$C7Iqfdf0d0J7peS?)gGMJXhfZOQm^^x5lLJ+&GxE3|0AIIGS7 zn_D8y1P5iXp265PfSMzOy8jk&rzKNN4#(cx_XS(AiC^s9*T@x}HieyCC-;RG@22H$ z0J$p*hS~y!ae(JcneNDBhB%lmP9LwQgu*B6sk<$4ja320x2z7gkjnCg(`uVn!B!OH zE=!a;GUA(M>+iq+{d{?Sd;Q|Igk22|_hmXmSoPKg%Q=>kpcL^NwyCtXfkiHmB@|-N zogygoK;t1hNsc)dUS5tDzZ?bNextrrwj(yQ{d4h;U=HtPNazUZXY}U2;TLXW*i$;K z2>j^E3BpW$g>m5)I@0JRkya`|g3@majlnz@&J3v*3x~J$Mk&N7T15erWA*X^X8da? zg__+s__r?WW>v49*6H$Id|C;wi8P9-y|+gxvm$H&Ilp;vkTo)Q@c9t9`MMtOKi+?Q z`}&IuheYLcoYq4jYrB+QP82}Sxp^$1p3ko|%Uo|9wW;(b3ud++*JG{I%`eZP)Xt0j zAd}Y&14p08m-ZBfGy@NgfP?fL$rP7@w&6@iRAnKySNq}Q(AxfPVHr}{P4M}yPcog# zFEhXz(N3yHBTw#V;vE!wOo5LGL{O>X-1cvQ11qLh)A5S%Z?C4!;WN&&Hr3X={tY(W z%~q_Dch<)wt{R4ZRilWhRy1-}=++;QU{0Inq@GmZFoO$7l=Kv$h}686&S-4Fa&4h# z@dM04@7#oG)X^TUjHOk=k{^9V{4P$XC#c^5U6e3aY@v8xuoI2<0n?+DYXucGg05PipH^Myn6qF|T#|M>g=czgZw zFaP}Cm_l2J*hIt4lE&@!wox4$W-pO7G`)ONI1yV~cpf-V=+&Z=RW8-GCa>&{?%aIS z0x={P!Zb3l)m&UQBz;Q{(*REPj(_44>Mb)a@*z>n)duR0ws*6&((Gu|Q4mV6wfM$m zo++Iab($HG)b85(^h*x>Fx13EGP0eYYi7)~QATi3gz?^W1?2$APU+o>;{1}V2vm8Z zv+p+H7#}5RpJ^$n%~K^p#D}y*?qbp%OXgwIVgo zAp&q;mC2aph5}ZErD-e!+_vS3G4y&VV0Wv7P$~lJ+K>%0vx2eZLygi>C&72gGe;&8 zG^a{DE6(B163ArHcw=N%xos9;49H3@;FdrG`gdNhF`9RzOyH4@71ANf0~&{XQutEh zbdFTnk|0~E!^DHh9s6@WwqmYUIj}o#7?DBe&!Vf-2*seZepv&t?8tyy&7(li^jaVe z?1_Z8)}3o@yzZX8mGX;s!eDw%Om$Dq?@{&0=9D>V;l(`+d{jr5zswzE8>VG*4 zwUt{)r9-08T6%A5)UT{`=QEepE=RePWv$LV%h>^W?nqC?AGt~{F9acqOVHw$ zVWSgygGfkl(kQ^u@d%@y2L@@3(T%7$`M3BcbbiHpz<3O~@10Dgd4xI@|HS4zYOTU6 z<-!mRRo@GNfidV(JfD}z^1xJfFN5vTSJ(b26`y>9GEtcf8^20|sFGWC5@wds8*&GL zXpAP<+5ZrQ0l?QU-@bnRrHHuoyuo#f^wlvi@2Il^X<;YlO+%x~v9V_Mluduak$gDn zczb*M^?V)3%rHzMa33b4@1pZesCt}rPy2W*wlqDsf8B^SNL zddeAc>aX-svA2&|KIq^Cy?fc!i#g*1jV;6iJG^PR7N@jiep{nVB*Oodh(>l~chIAkRRwf&0KV#(-J$DSS|hVR*?vcrL1 z`5FDhX+J(~zGRSG8YG*3(NV7OzC>p3esS@$UU0MJSbCg$Y1t!cUfW4Z*^sr zy~*P_9!~U%%2pKtE-mv-c@lc!__QgALdJ-*dfMfNU#VM*IYO|qDir)@a5F56m4cM_ zTuP#?7Uj7jvPJ*II}O*p#?Rql#xJ$WzQdoG?~POQ z(+D9$ePcR&##!61$o_oi20F5$gnVS0g#J{NA})?XBd-YdS~=Qri&;H5;X-EFfVK<8 zwZRzC%C!6Tnkkf76pY*J0fh{M%zR-C7(^Y;$V?d(dLfSxNiTjgZFZQf+rHhlad9bF z=U%o}0>t7Y%ZYgmNW>qNN$^*Wi2>a99d*nmp~?;Uh;#!5WLeG4DJ3XWl{aBioF_ju zfQ9SgmG{hQHrjvCJD0;OB$3*2wlw{dash36rZag#Z)d{M!lp1pGnS=%I~IIvFgN2uls^yz zcjW1@sWT?uE!b`?Fq!eWNyONnjSDi|$#Y$owSh#Fu`lqVz(hlf`O;E7{g(rwER?F~ zskWfXT23=};#xU?pf-*}6kWMh@;GH?$)n4;+-=Ds->`=gtwFtWt9V00>E0A4HeySrWc>+N) z&^kQMs@*mo29T@SK4~T3dcz#HtNxhYl%OgpO0-{bwmY`9aAo<8@eDWe$b13YcTaOr z)LBmwfR?EcQO{``ajPn*%%4!E9)zsOS~w+wyRz18etVzxz=xIDczMTLGbzUoS0?a0 zy}~up;3j?(BAy+3t8~*MY!lThawXc=>}~hs1uVIx%hFb8R!MJU1UkzJn6Krp=dqVJ zsyZ!^X~CGmak8(@nu?_i&PTxL#0?o^S+3L-1F5x-&9

POGCBsy8jZ@;34_4>GXa zva6QI3Edbs&zIEMld=*gmf3atDlgzw>5KRlt=wL}1VA!~xdTT3Ng>@nEp8?uPPK~| z#o^od=rYyOhw2C!W-LXgGgf3?Qqr&v5n{>{i_u&BwA>OwqHWTA8)E%w^88Een?Uio zL?MN|$$1)F{zaDqSHq`xTq`$@%ISCASrRSF(Po$iNm4A==jEHvE=}-)3Z9lG)vwZD zmR5(L>Bf>`Se!vb-<0)ASV7ZVNh|aJ{0#@jakjQC<#ER2H#k_(Mj=Lz$%j);cSugg-hHC5!qQ;*Phj# zc(YNWBK&oH&%;ksOG4rA=&UB^XK$3lKy zX1L#+WydxK<#4c)i{C0&H)++S(HOtS>P^e*mch8QSD)39R7Ak%UWFFVeGZY z#MmI-aQ`kUCDR!bZV1~(gB1B19A%-TygN}09y&z9h^#ybtDaF*JhC3<(nV*h+%D z)QWrL=4Vd$Z=b`TT#KB{5$4QrZ8bQvCfDS|#kP1*y7sNqCgaRcmuP)n(2<-;wmPIR z7@5gDh{UymJ zh+bXijc{P^oP5Yl0i4mBRq@k359gbq+2nu$wsM8`V%46-wRDzMZ>u;D)QRTo4Ys5w zLUxrHTHQ?(^#Wiim^6?W9Dc#`fs(G~1fPKEpVz7fV4OSXb_IoPE8;tI7fb*s#-k5f zw_9(hfz?{~(k_A8r%aTAdB|%80c@Fm%<54C326wM zd*>*2Ioir-d<0UrLTj@CsxtNMVAC)o`BX|86SBMPWMl?%yS> zEcA1=cDXcRRxu~VfJ&z-PDo>yMLlwhfS06+$cjQa4WyCw%wpv13{wIYyt#t}(CMC0 z<7^ppqn2{?4s4p*%z=c{n4HPc3OZJ}SX^x;^HmmFrbRLK1uZS@R#C9hl@*(E2?kcF zmuE_HNUirdHZ5V+4+^prw&)@RD2ff>4itJ?z|~_ePt}3BBPKq4@4bL)@87@w_LpD( z25x5|s-^6sMGD^)3MWyeCpr-;dM3iTFK}}2m3c!eUq>6f#8Z`gqw7gBj4Cb2I!PJ@0_`JRtyi{*Se5C^oJZo&k>)9kY2+~zhs^M*DsN3mMPQl# zacwwwVq=GE5|ed*$vTG# zx`Q8ad)Jbu2OuPc^M)5?a*l( zUZxmexysRDwh+f#Z8JNN+t4SXG3(0t`(`B}%c)xZlUWc4+!ATad3srWUBPS@YdXK4 zcNSdT_LJYeBy#wik&5}Vw=w>Zn@U&;wxuVo69MHXk&8{H_m&`vBxLQWHF!4Fp2~?t zLR{PN6CB9jO#>5&+MaaW(e#Vf%BTmta;{Hmfju&h^|Zq_l{~Al$H?woKKtyD3umT{ zkh@lF1eciT{2`X;43@&DW|Cg&TChldLe`x^MAZO>{~u%j+9t`3V-11;%_A};RjI1F zr)PGb{r~@NcKdznA}KS%i1`4Vg9Ex}^}13K9`0r&h|9r+H1e6*MJFORV)0ZO+z}Py zM>+Fy_!f73hWk}Vxaz&4#PPb_h^Qx|k84V0TX+ zz}Rkd3SIJb$Mf8%f}mmkbv=xna7OBQ#+u~8FY2$)$tdHnQe zyEyrCv`Q7p$==E)BAJ%z>4GiX=c${Lr`;s$Iq4#DN=?X>yIs;?0uRS_@*~=AkHLrh zq+hk#n4%#_FYCc%24BR1frw?`xaoUpKt_Qc18&pv<=uDppW|O{?rSZ_qU>5CZf0To zU%&n1{n!7zt}CxJ*jiU*8p|SV^@6}=RvI{T9_`d1m-$+jmCH>K1AwxvkjBcwY;PzC ztWpb&(M+;aO2ap1;oiIsl9|_)D{mjrM1*(&v%spfjUl6Sd*3^=vi zjbTKaRpBc(cb+5*C<=%9cmL_~#@*bbraP8hnd>Z;)fhSi$~Mm#T7ACjY}+>4{9Zu# za9qIqiK`<`ZjWvfA*g(){;b3l(fJ6*wXTfl-rjz(_>|yQDdBmQE!ncL&MCCQ5QjQD zzR2bwam+d9kz}^a;<8#Pwn2Pr$1KG+0CI$4^_&I`YK#cKT@%7^N%sKx%5|m0 zb;sVeHw5A(6amSUF-DWERY9kS2Su*EWFrlpGGYn*00G9JE^AHMGXf%)9v)(`3f4TK zi+rZvtrDY~m|NT3u&^*{t!nN>mJo2u;#pXl*)Ak^nML;^CCtp<{p(|0v2W_MK!}kin&%hN6q!l>(=Zh<|B@&|MbbLp1WbZ?w7?M5fIfS95uuVR^$da=9t&(sZzfR3 zDpWgoNF_F&+raGqB2rK>UvR)qNHjCoId{~6EhA3z%h&($AOGjIuH_wgX*~edJA-%?pF`mtE7GMf?Fq#7m`&ma+@& zXj?rdKJ1|gG^V=~sixgWM4jN^CQr#!()47_PT1{EPKOp|J2s~P5nKs7+HWiKIE26@ zk;lFD1Axn}+$IEep%Ou=c_Vyl#1W2#{OhkYq|s0MeLLR~$R!sTMo7u0w3fx-s68W8 zmBXxdt*cT{je*OC>ES~d2&az}a#tak{)p~=_(~h9Gs?LTp%WrL;^Vj9{`LO&^8WtS zI_Ak+ThSxrZn1#=G%&2jYhfMOl?cG2aU2fpS;15&L_DU85piV%Rk0ewFRS3Bm8K+~ zPjrfh%!mwg8^iHusOM#QCHk-qO(kEb3MNd8N(5y#tEW)uaD;Po?#Tw{*(1V1dLFgX zx~p5O3Kye80cCf5f@g0gklw5T0TlgYO(F`aUrUbD(V4tZn_v=O*~IL zgbGpO$Y`p}+@Ua!eeyO2zSL;|00H>L*TWd&ylZNgTvh}pNR)DMKT4RG0G+6fdQHls z7r?O7N-dmo(m}@VTy9;+*iK1g6x3QVP#&vUZJ|D2nzoIg10tr>M_zTZ1W?AwvnmPL zT7E5CZj0wxs#n*NZ`(JK^XZ?)8k7>C$)EUGK|ng<7tYB%AFALSg*>ouN9g_%q0_X$ zj^STWjw-g56HgQH=uhhNVrOc#AzTnwn9WQ--6CjSfO&3y-}gWN_0ONa#^ddaWb0_E zJm*NU$*a*vvlE~$ACcRMd&~TCzX}2k_%B|^y7J@`m$#YM^qDsfTKNgo;fRv;3ai*^ zNACkmh_l)>q=&}bHew)RgeXt39$5~$Hpm#lwg;g@;@(o;eALa&yP`rU%jXL?L zX*N`T=aL|JGqq-VTB$jyf{_{o>|^F6`l413;URHuP{_!SFa=uRgP48LN7mNRU@wIf z@VEgF#v^&d+R|vyqAN=0c++up%`Filx{jTVMsBB9H+Jsbf+tHuI#X?7ijerVF4TJS z*!3tya^v}(*iI&B5sqgG+bME~Rd-zhWd_u&TEk(2&|8m{N8J}2=+uoDEz6ne zx+BcO_GW@2xfY}QRIsQ+==oS2l`)1%5~c_QuY6pVP|7iH!#;&zDu!L!0$ZWvVc+Q3 z+5Hrjm*UjCJP0EEpM^>{oIyLA8JN)lAG2Wn*=?aERhS&ejy8JHhup6razEsh=<>Ln z(ObG4C;NPD|NlXxt$#o^J$MybS|M~xld&jUW$%J@WoU;~j|M3f@H>5iX{ZaGE=YGzi{O{2FWIila$s z9DE`5*(JBZNVC5q4@AOQ1PvISVa(y;7a7?AVL+b04#dl?bFVuLkVy|_RV?GfbP-3E2KpQo{5d$Kfb&9+vBS-@{~z2YqlLctHuG%J1n+gv*y!U7`vnh zVbL8Q*c??scgG-jlPrN?kg|V*PHe#l-EqLzFXr{=_GJso{Jt(1!V}YaE z4-zB;3+we>RqN_0W^rv96yiVuOBMdypZX&K%jh{Q*c+!SDWQA>NR12mS`XC zF41!^(z7PajQUsuA7g~W#BJ?e#Or3`i^uCB?j#N1-V$Hcv0`Q$2=B6OLg(JWhbLN(34$H2p;qS5FlQwl z*UvyEl*?&ru3AQk1}a2?r4*TBB{U=QQGi%szALEiC4X?bG9#}qNlVq;co$1j)Ehk9U);nuUO-T$_soIkXc40aOa-MX z;ZV>vj(7|MVZJ$>OuwN+%X^xK0QwHg8ihkUrn$6}li4u1eh;n{GJpSXqI( z+w#UJgMVRX&cqvClyzEL7nF>b_4SS`91^Kd88fabkt|rBF7h#8MCo%-2FW3HkOHcO zM2&BJWWMG`BjUbq`~0wc{LS3Vuj_iez1@4?_8EJmFQXJaN{Gc~j2iJkG`VIL=G!e7 z8W+=Yf)DS-vl&uO6xe$D5Pb?#01*`Pb>oZ&=;O9zK zBYCl!zh{zY5Wx6n$NlFEHbt^ch#<{om)qrD|8PPNq#uahn5F2z4M{1w>+ertl%AM* zR1)K6*IM3t%Q=?kh%IL)ZJw4XJP{-b+f}TsRaOK;1<6%IavfV6^TZtCZg4=PjggRE z-=k))5Ox(n%Y$inkphBQ9z_g%#gCW{sLJCXrk$hk&e{_QG;~!pHrwg!#sFk+2jYVG zRZo2B43q%}9l51cP|7LWD+pq-{w&Yvxek~Lg%`IYk?^H*PZ*>AVrft=Hihz+@ zorS7p4iR>k`O+j~lKlKR!?>5PR87cSbprs%VE9lp^im>svv7Z07g*bJNKPKe7tb6Q z$KdAo{`~tt|NF1M{)hV|2Bpr===su3)M}Ib9DBdg&>LjO7Ny!M!Yc8v)(Gp5>+P`~ zSiM7wRkJm&kbuD(BevK(#(Kyf`=2~-v2&+8p(NM<-y|dijtmedih8$}Xa4Qb= zC``=_zq-8E#HI_cv^WsS$$w&~NU~MobpH8d0z4J2Tg%P4$qP#KZuPKFog!sb;g7Ju zxtA4F3K(YMr7NsRCn7=fkaPP6@Pyc*$V;)4BNF@4O9$%m z<`J>)`}PluSSug@^tG<*y7u0MUmTXQz9mp2L5NVF(C>@b&xudEZkNB~`OZqE40bB4 zaC5g^QuI~lDiva3ZD@c}VJI`>7ikh%MVC;y`>NR(G6k$wg)R5kI2k=sC8AWy&0;j2rh0@P$t&67-41)<^cRjKD+z-+goO&Q4w#CiaOj8 zup{w@T<7?Gz8@bt^|B=6;U~jY?|7PSpevL*oL`I^SuZ0I&Trh-^>}=-Soy4cgPBZ0 zfw{?;8YvnhKpW60py#aY$SdQru}A^cEL>3D(x25nhF-Rh0wk5JI-yX%MyPwP1Zz0a zQE0hUmX>&#0rSYj0NKPZ4#aR@Mlp4~9&N0P+o;)vf$;Q8eqk8mSMo7FZMykmHj ze)%p5Dr{lA@{2#qTv$1BbN3Zt_x-W_Q8=HcwpeY&z8o=1^F3JX=`WvG5EPAcuoXJW zPs5lbfT+wb5g*pkLUTH>I-smYsqtGYKz_AaWi;xj*WUZ{^CM!{B0Mv5U)QxZrn#)b zGZ$VAQP6tvG@Y9>9v(HgLOsM{0euqp(Wzi5)yQ(2xA+wvCEw+~#C~^#V=9Ea91J(h zG#bY^>%t=>>@8aFUhQB+ChpN}9&tj_w82YIqFY?s1m`IF_NtxH8}m)L@5>N!N5H>Q1<=UzB_3xXr3a;3$(g zVmO8z-v04OV7rEsf(?gU1V>k2P*l;F)r8Sd_8H0pxWUfus2R&+4asTZ)3%zsr}hGO z_4lE_%*-C041gfS9JH8#y{I6_&EH8a|=JXc6Ipc21wF_uy{A1tw|=Jj8!?9IhjB8kwD zCdY2|w>-@3O5_}M*vXkB(WNJ;HB{Be>|h^7-CT0B2;aWV@x=Q;-Ph0st*F>jevbkX zL$NTkb?^B6{Pgw6=c6H?={3|>wpY~1%;_gnz3cp0?t;rJj8GElb;IIv``q_G|MkEB z^z&cb%<|Mk-(lP=w9c?q4zl@`Q9}ztA-8=fN+lHrY1J~!47+fUdx~Gw4>SyIQdvMJ zrtdaFE%cI=jtP%pvE$S3wRbHI+g-0H^+J`6t@fDPM{uSodOP44CSojUib}y{NS&z? z*fNK7Ei)VH;!;%}mfM2W_q7eOER1anvm1IFfqAYfOmRf#tIIkS%`<{e7NX#XZ`Ct; zL~JKD04cLpZ@AWx;hhwi%nRTby+;)Kx-9#CVsnOW5n(&LLm^pr6mr8UL6bgFSExZS z+Y*?ZPkE0xeYEMu$rr~VMO@ErnZe7Ty(dth^#qI3ZpV-?)$ z1BX6=9|1u$Mj^zLV9eBC)bn$y_Vi6aXYM;mv=iep@~lrH;_`DpxI!fZr`wlkcwYs0 z>B7zASj3QCG1i?jMKn2@g_x2HTnp=F+puQ1hD^FKMU3XS0x!7Bs4?;G8V;z6W}lZF zOXQsl!=?qjM;odSU_#JR>nV3RI1BDNh#A5uY$=;CTjLz44w-}-pF*`KYmFL28&GIJ z&=Sei#puvRYbafV3>-X%!{|W(j)awzni#m9ohS4y(Hq_Zgs1Kk^3B8e{0VDoZYB$1 zjn{_|W{LwLV~ieG2PoYXeW6ekM%&@=*;QUvYpV7Tq($twc1ZGm8 zi95F0#&Vx@@!Af8w~5_s5ew`bp(xe1xfbMw*uD>KG^IarG{RN{Vv@mD2fjaNJYc!6 zsxaYd+nxx$fsDb8@l?dtf42)HEX;NOtm}j@O4Yd@+EV&L`QTO$;x}XvCk0QcF@yip zi6r8@H6TAVif7``3!b`};tWwdTAt?_Wb0rbf`bn!bg88Y~)6uUGN~i(|FDgy&`A#|^NN&_Cs^hgAeA=VZ1$2AEuY zfzje;M8t-7FnYpm*qPMKELPY9QyLTKv(2u+9=b17qkE$h$nO?zLx#r7ok)o78N5ti zI~Uh7-q7MMPczNeH1@6RU;2$^+&7#c zvdSQ1C}zVYwkx=iIm0LIfu8&LQtEbMLco>ma`l%5goe85*| zL@;oZ>n&o(z5Mb1_*x-ZTc*H41#2C$$p<=_XZ;gS-7<%c{+!Sa z9(jYKo16Xe^G{sv7a*gSx-ZP7w1OA61vSm&>j{;|KV^I>9LjH2Q@4cy(snd^(5`!6 z)#{64?MX*zra9K*(9uTcX*l>cyRRBeX#k!LQnyF{%=>uY?wOcQ_;I&o6+H<~o7LQO zf0C`|!`QAE7s^p**3=b1wCrmwmersvQJ9s=aIE?j+Z1;^Y?g3=V#|HsYdr!c$5q&x z%NAFL?u^s6As1Pir@yB!%^QL>ms)}&#wl)@7=pr^L~PqFsx}Ds12ULIz;=l;9=2ou z_uv1&zx?#)pTGVRv8#SmC;~BvOD63d2E1Un@$nBQykjV`URQI83HiLnI`9(nbN;E; zbP$skaC?xSk&p3R4M}F$aOcC6!6ID+ z7a1(=p<4+Iurbf(XjR%-SjpRbjDb=vzJU!CPm!u@mOk(^pFMK49=-CfkuAXN9x}Jc zaE4~{$p@*hFXNKdfe`~_>L1F%;RMH)B+?vx1#BCNP?5~uu~}bHJQhAk)gLfYTEH`D za^Q&g_rCx8pa1>Sm!JRq^RGK9%`ABYVSLK8k)t)H8Nf@4@8!AzVJQ4S4gcvU?+%WG z*aahYfAjU%KmW=-BwQdVD@eH#owc@1OLO}!O~^`uDoRvGtLl#LjOCY7or;qkCF*tM zQ*H=RfNeHVa;hy@8fwrY+^#qE>=5~D6|_~fgg142fXen%-7!gY>CoH8#ny+Kr4Y@O zV5(I;NKmJ!nTOlnu144RDI6MHkx5TeH#w~&1ySo&qi=V$aR(r}d*l?9V1W4?zgycl z4Yd6PXi$F9Ji(>bBie+zw&pM0j7O}s{`tp0zJLGrw_pE@>n0YIU3&9S+&SoiV_^G1 z@iDm+coHw9nA(p8Xt0~1>Xv6V(*p%uv~8z4Xvw7=Nwc;2ey!`TfBNfVU6<=ZV(^CU2AVHA$anx5L-x@K3*6TeI{D#Pz$+Yls` zW#GKL+TT+xAqX?$`b&*u9nj;=vj8s;NJ}rQf;(vuQ(u8oW24uOgWNHb;($gq6)dfd zFstoh6~_-ope>SJ4X(#u{`{96J9aoCZ2&UCL{LouE5?TkI1_WIW^vEGVw^ZNCEeSP>Nw$-LI-B!=X zG-^7H9R}|pG|hEKZWgxDtvHX=!F}I2OLo^V8~MaiM1TbLj*eDD#LgA-%ej;rON#gi z*g%#H>B97Lj*1)LaQydu;DM_;uo zH{Hta4nbn4rjN2m1B-}ZQzylaJ8AYa0;|PZ$rau7R3-KB2w38w7LZwtN0i}Tc z8h#4pt-6w{)PUTWL1F+=&*{?^*wXOb*&oo{BiAObRRd&JH6uUdmkI@Dxt;WuU8w@K zy^yfBMq45)WNVu#lESZc-Hlx%zcFhea7#SOrucKRTOi>0ZKC92^a?fuA*T?FIOs#y zrlOVyTEsy)gQnW2Kd;1tEVR2aJHV(}Z6iYGg(1%A9$qn6MkI|uMd!Q?0!qB~$kl1F zw|GcLs1>c>!P-|yOJl^!yu%;X6`j+uiTXDjlwfV~*jQB$i6T%Mg=HG&s-`$G6&t^7YrB|LX3sb0g9Y z&c^(ysBR4i-i@T@KEPW~7!wL1sTwe6v6l2ZYd|i3=!0Ir|EN4vD zT7;X3iha{U9EG4Wk}8dX-U6%yvz(t%a5H-r8)CDY5t_OeC;uw7(%=9PgdW{x3G6I6 z)L&E#wFx)gYwehHxc&BUTNMi;2dRT>ciew``|Vnf>$)PgPr$W;a=+HwMOKBSvU5_Ii@^_{2@!^xV>wsjiUx<*4~hes>2%FVTkV$_^(1!IdL7`zx^C1hSp zbQs3D6lzVcHwqyXUjeztW#B&XS~>?e8E+~)AAmPBPSYS5THh+!zVpr)jUO*j`KASY zFj-hOD7PN_GCJ9MDmi+Y6WV95=MP7KnjrG0ylmDoiDw6?iVmyvjT%HXA@3vWHjUiGL$b<@v z0)YtKOb&q5AyR?rHzPqDAY@FYJBHIxLZSu>kfKBM7QPk8z|E~z0>mz$#BnNQ!gn)~ zgJ)vZ>A$elp)$EegSne;)-eGNQs$aAj4$vBD0aVcOMHZ6&@=aC*n4%oysA*Mfa!D#-b4EBqPI}8-*62ro4M@*3yt-^r1CeZ-L4*Ou!Hcs1YH>P}$(vMj|3Z&YmDgEd&Z)yR} zRTui>L$@lqZDcm50H>`%iV&p>Jq9<#c4T-mesPN0gPS3MaW}hsJyw;DZ#S>K$XWMG z59&Z&S4DFRJP=vjY0qLhDdozoUR8_>Co431<4AbqfJ7yZ`BI3Mdt-!zk{ORy;3*y_ z0jzRm$jZ%dJa->$>1E%=Kvk6d>F!ga6jN1-OGbrg14o?v;VQ?1MOBpk*)R%b*S*nF zCZ2<#%puLFme>i2uA{1Y7Hjq70^StoBxuYI>cp!mmU!&&%^fP+heZQ#tzIo~hA>s= z)n60`XNd;2LvKW;&UC3-7+@f!W49RfHkBL7xL_QwSBW`fdjRx&J4-s+2L>ZX>zO6) zUU;kmj&Og3MIQUdj)7Vs3?MrtAV$se-uH69*3w85I7z`$Rj`U&@dUJH0Di~zu}YjT zlJm@C@YJ`*-HQSdj zw?4kWi+PH*u!hyKFcYI_FDACvu^MLCm^zyINEO9RbC#&u)I7-{rD2BXD=gN^`A>Ko zd9c6^BCAYTRWsmy-nre^wJuwitJngLrqCui<8J2H>eyOVm3qTrG{FJ@xGWM8QJiyB zy~4H4)%tTc9^&KJ^RGc7agL$ej{Hdscel&k&92o& zxQ41>hj^Qc2HFnZLtb9{2fFR8W3gg+T^%wpadZb;Dl)5(Vo0;SS6{;_T7x8hgIb2w znTpY}bI%Q~(Gle!rzr%%Jjh2S!R<(u3DgV=T%!BMT5P zm9dqu4d85sb=hVXhSLt8VvI(*Mu>5N!^lb@n(QqcvsUz1k)qgq6zrn0g9d!?a9{n2 zhe;8dn^TQJ6rwrD5_#sC+hr}xc7s?M4u9&)F6M@L)v$+%&yUZw{Bb>4@0sXBlWF%X zU+i$RxXT(m%(i#*cCz59*;k)v75GH zFmP#BsR^>&&DUCwRo0iW;I>}5Yvn@Imr5kXjvS%91?Kj3wmcO9j%j%lrdJG}b6Uc3 zLUZw0aExOU#NAiTh|2eAa+a&#mTrz%$|#WsnuJjc&R|%lqnvE!B?acO+`fN)EL+$0 z*zpgl2MP_`!5>?(;7nT}hG`uy@T%U1n z0Kq_xPmTxbkaByk_Fv5EVV3E((Y_k<+?%U3~ zhT9IDRY#$Pb>+odD0GPCg<2e{47PtpwI)|})H^Zb450LqT+7k{oUZvwvs6LS__bmE za%STsgXRWBYVgrgJWbh6+KM#esQ**Z9OrUh;a4shGc&KbbN9-*OBKTU{aIU$-mM)W+t1ckI+E{fx36ICi`Db zf6IMZ*kb0&iAYv4R`K99lis7%pEqdr*}*aVouBVXepYc)PB* z+$t8KWoZRQ>6}~0a0*7pBy5BlCDE*i)k(V4NIdQCm_TUO3iueRie~P<*5!E$J2@YF z@4Ilv-1AtPf`usii>QUxn5}^poAg8=)FugC7sh)@x zJSy@q<1j*-8_HFrnKscn76?c@`*!od>Q~SZ)*}k*0B=}x#Snp|R}%))ztIey>j@Qx{Ce6Mqoa5BM04e5(EQnVn^>- zs03r_g#>)QM&q`CZZcs9&w^2Y7|SyT5Tj`&o5S7Ax!Rq;S^d!Hfk}{*VH4;VRjwS- zHb;>_AZiufill^_&Zm5kishukRS^fd*Zln0-~apX|NVdc$Ny)SN(|;w7Hm+L7b`jw z?zf4YxU^6pmkCva!Bmk3rjDvHz|tS>g(Zh^7~EO(?5UjJk%n^)73fjCQpZXS8G zXqef}+NDR-^T3%=I9(}>k2MAvnZXeSJQcnRQ-;H{NSO<()^c`1J@sG`nVV^YL1QY$ z^>CGI{*+x55rDXxt(E6ug?l)Z{}2sZDSPR~dFqT@F1D(`rKe*;i?7_en$@og+BUWZ zX+sHEo6EyzkV8tZeGM!}ykuLMnCFm8IR+U6R92W!n#`6F3CZ}~FjE;}$tIeEgBHR@ zcaTJ>yhQ4l%c_tN_!yRJ)!WxKPonQC)N4Q)tTnkXxe{AkbGK=&8R_132XMt6nGB8K z0A2?hEf&Y)1zybT(#WH%7PvhWliX}AaGF+d>!sL*NX$9pi8qphgOttXS z)9E+-)~tFMzdin?rYy96_^8rTZ@kkfOX5MR2>6kNrnLD7TCklwnZJ- zJ}k%?n4pf)2dKEOJV?43?mcUicjsgOfsNB!k3f%Au4$HLo=9Lwn|5qrXErE$+N}`HGCl5x7DBuIus3&wsk(v*6KU`m(~z zW*HG$0D^XH1qQXT!ZrrJ95C}@rPIt%43Ms~RsGy?fbVk0p4|1#wpd|YJ}a)UfAdEs z7R$msZqJjpcgZm1Avm*n%8EBQ`jAV(S~IGBVuB2~$Wdnp+uRrF8mD5TWsjcAl=T74 zB+nBR>Vj2VLTr@8q!X8_x(A*|K)y$@_MrRO|ZFL6DdF_dmoZBuVK~ zO2zRWz-R!tjb*%f|F+?}gIY{&hLIy;M(Hm)ZZiORY6tT%u$3XABOoY9*+O+^JtUY) zfUtYcx%cX@7EK$zyV;{NGR4yzRJcL{f^iHVoU1m& zTT}Y}knc=BSF#1F;sw3qKHqzr)oy!QkU%<1Hj1OEQV4zu{1ffn*IHK=%<66&tp>}Y z3WS^6^6T+_J>JUQ)9D53|Gx48OGZvBmfK@WP55%`kPVOK)VG{4*tcAQS--ubpigwRn7l9ua>+-iTrj(iZ+Fk1%WdK7uv$ER*HiCYW+hcnrK1KC+iiP%+AjC) znKpF7N0($)CDFO)Ex?JW3#jo<_znVyh%r4TGp%L|D2Cb6WX=YPQ8X_nqb!!A`VBTj zMMGiRe7ldwXA@+@EtZ*io?5d7IQk?;1t})Fz*&^p zpez0uD+7XT8J6xXYa5fN|HF$RC*Vk|vJatRNxkRhgwB$E)yZJ{nXbPye+_QS-wGV} zqBwZsJ1n++?EAMre*5!JzxwKCp&g@-q-l7w`n2sRwUv)z5Vg>3wa7Fn`l)kpPQ4Ap z#Lf*G0=9*9QL%2GF2&5u!ya{0G#xUoF;1OJvN`*y&4$^%?~l*#U*6XBSg!d1B;2FI z3B#yidV^>Z4*|VYE`r4QZCGnDD!;7=UMLY}iGCmZBlhR}+ZWW0gjsMlrHf&8;AF=U zG@aaSYx%OP0}yKjT=|7w3aMm20=Ee36D%}(%S9>fwfz324!5({Khy1o z-JwGw-wn~587dWaxvynN@S&4#8+8h8-?dkD5F8ebxx5esaK4eVoUq5K`?Vf+J&GH9 z+vn$ff9`$frs_2>$&K0&<+OkVA*{5weSraG$x(!4J&r2PM1?pAGpe)Pkfh)<_nkNQ zP2PHh?Ol&cKZ(q35cHfpkk3V1HvIANE!JbLcgurvMMp_H^B%8&tRlFDF89u=e$etA zlc&oNzRTj1ZL!@}J%=AVu)Q}JOP;w<9TppF>vK41)CzoV^eUNa60~VSHGBjm&JP(i zQMzJ1)y{B671vcO(aIafr7?j(rD!V_I~RyMfbctRHJ>bQ%qr;jeGHWDsY(TCxa5*_($%c z>h)@xJ2vVUIb|uD(|=;ELirRf>s-DZ=K?Q9U|T#@IUCE?5O^Sf%Y)b4%zT+)XGSxu zPLcSw(earFGOiYX)K)U)-Ye?|qm1Q;qOXP=4IM_cjIIkRFN-g3=AH+!1Ou$SX8^}J z9e^L45s6McVL^qDXcvk^7ASG;P)W4ojHPs-F4Z5$zy+TR%r7DOWX z&ghnd?pyKnpW`26_TcV;i!tNJGu3pHw8XVb}csl-V^7=mVMuDm>xQ_t03 zVSYz!_prdWkP$$e5-O(UmP2&YO$ra%ceDz~K&VkUzxjvR$M&SIlm#2pn)WMJWN0LyJzEL@*z$w<`=19KZXO4J1g(5!PKnN6ow9xvQRjS9IF zlN7dF8ihy12l#fy0;>b9a}MRPl^Q>-5L7w13<*2WSeDHaj+fizzHlCKpzdX1dvELz z>N#P-rS>%nPejOvphdQ!xHE!ye2nA3`*aF3>t)i2A2n5#UBp5L)18zwu&EAC>}Ynh zLDiojap&Y4eebk=K&}K(^sR;1IN1H-ID>i_%W?f>}Of2|dG?y%ImL#|Rl>?zYuwdfCC5xI~K)fX_&`px7m{QCt; z$ziX5&hy&!D}95-ntcni4?2Occ-Yh+JRmbTca~r!kl;mC#`9dFxW2r9?Z+97ObbNb zF>V!ygI-=ZW$p3QSLTX?2X;Ded4=@+cs#t;M|drXZZ*c+;>G1zZ*jNW#-j4%ItLRh z8@SGC^`x}rmUVs8qOcl_4(ANip(Q#%kx-j;#Li6&a{nei&WUTImgg|%UfwezSiWS& zLl){xR&b{J=~|fC?q$?Aij4-#KAfL=DKZAG*AVSIix(Q#EIaCvWKQ}>0+L3bs_YpZ zIvNr+hXdmY93m$7HX&*;Pz9u7Oh&7$&|%mD|BPN>hd9GF%wTI14uj;C z+SN73C4z|UWe{GHBOtr@>lT;2Uyt?n#jeZT?B4eI`SJbR=f_9L?r{O)L{UXl24wUy zwbXwfzz`TX3da`YmB_8y$f0br8vw+A4N&pIqtO>JjOu2^jF>L~C`#x>UDz*Qf3^sZ zPt?&v!5v^-&;In22v8TZ*!OMN!oz4aoor~_ublpqIRg5=14@ymw`B8{AcI@q zDhphVb$vahm)|Y;q1LI?>`EvFq)x~iAraZ%;baepTF`>`jN8mSE7RtVJ?&s}-V@51 zd3GTgQpU&=-TV0vj4#4^sz6{{o&!ZiG0c$s=N1KW7IY7@O5JD%eu65Dp+k2a~&h8pnHOI$qpLWqmL|KYyKT%XF z8L8RAI7$&(o0@XJKQ1?(Fx2T{vZb`Z>{^g7kpW?4H0mMc79ml+QL4zga#$T>Ngqnd zw4~_u_<3Hq+`K~P;PUXg@d>2E{2|bv6nFYtz@GCHybP8dBV+Y z09i_mF0M^LEMASj`tei16K?H%ozT!92Y_k0`{S*|rJ&sTcUqIncEy;`?A0GaS-V!w zyoH&?&MNHHB~K^(hd6>B4_Q7($gA3kVEYUDuyd*Ao2Z96jl z0`O+ZZ0}u1oMtgCTkdI64f)I4>bzzf*AZbkr!#BlPcl;_gCuZ^@PE<{3|p=DvULQFT1ru+D9SfDmVhsXUrWey0gsMKw)t&w7jg%f)c=MMSb^-%)78(b zp7fKd={;ZK7LhZ@=J8ky062Jv(5(>Ez}V#W=l=ZrKmPm6`_J!Re%_u1^{&7nYU!;h zDjSPf7P)sGPLGYDUeVNhsf^J&CKeriv69>&1KFOe>(zV7VIG_CBQ8$ym-!42VHQo5 zj|=*~Wu7wtOIpr+koAKuOL{Q<&$!Lg;8>2!IjyC|#Naq3#}`(byrryz8%)U@pm?;f zQUB*}8LJuhbIYz-n|$__%;f0ANT*)vHib+dsKnHa)-2)Esw0i5x+E&IbUUJM+c#3ggQ&zq-)=_#M% z9z1ZFO&casWMqz(vskvVgt5n&HT%B^Y2jYTg`u~Dtm7Y{}gcHt_Lp5Z^z!hi{3 zwGLJ+K|C+`Q$Np`Mkh`ViT6jZb)>lqlMGB-ox0PZ7hCc350!%^xEP+p%v1h!PQG_*G@(^eKzMnMLe<$KLneZE6hQ$`&hZ%lIuK z@Iaa(i@Mawfu=<^gv_kKtV6LEf$kW3sv7r%2C;m<<6tC!%W)eh-7HdSnlu@Ih1I2@Ei_Q+Cl{K434euGMpz6 zC+AAeF>jH4mxvH%*Rr>__x0r`dwVm#Y=?b*et!FQe|{#VEO1)66~>(E(Azt%EOR^1 zwap&aSgM$Jz7Mp`Z#Zk16Q*~jGB7-H4JG0-R%Wcrs5S(psjIbrA$MP7!3^)CN^ADW z)P3*3o|w^WcSK8)#f1Fa%kAf%zJ{6kE`=TlS@%G-W0`Hw6BGI}Oo`%G&+B8ggH_0A zQmE$}x+}-r=-|Zob+9RsgfP^>aY2#u1{Jef`QZYKH=c8w=c}fA9Z()M{H&Vg{-|E4 ziWwJ{zstvGPU2ztWUnk`7-K%rXt+fNP?*M;J5JjOl13BWp<8!VL#L;3QqyUWtBv@R zP!0@JQrQXY2ybI>pOa7SZ%c+|h!V=v4Nz>VMN*~l!<~eA zP9=qS8)?#u&t{C?_*FgLWw4KYj};f03Zz~HRvWb=AW%w4utB%`k3axfsJP?v@++*i zbe8C?`M`*ZR`6g5DAhbU_>%M`t9VUm?KAKX585n&ql!X_*!x_B1fmAf&l4wj5&2$u zo)<5+P;n)P5%?usx`4;7PhLrt7`e%tCL`4FQOjWCSd~HvVcIU zSVZjmGaue$l2)t~2ec_gD}BrW4P~WL1^S+M4xg}g4j1wpS#SD}b08CA$@@4v=f9cAsUcW^c(4P(6pt8`!856sWGlLX;Z+HB5v{}r#5=`n0!lKx5KRJr ztZTi!zuQ|bfHT{-eSEt=zgz5_fifO4)|Kgl|M_W#cDY2M6{&vh7C$qQRHZ_!o+eAy zSjbLn+gP|LZiQJr1t`j>^CN`uVC2WZ$Dk&bcZIvJFfL+~Ge!c5TF#EZ(^+F+1^m5n zRunTl+~ey{Kiv@#vUl{syqS6e1>9?c{=maFNQHU?N13a~=ZI2F-Yhe(bnpfK>$_;l zg_mood5x9wpSEqHW>v|F!-ciHmtktW@8v2e{#iP)a}m1N?$QPg%ctON;h>2s;zpGF z$Js_Odg3kQ z;#Li}asRk?{wag0%vbq`7KKOn68W+Ivt<@b2*$SGt`F(cBv?KPIHo|%r9lh;hfj8b zDyIUS7E$*Fu%*)lwNyrzJ8W-kI}zxV(+tK+KA1q|)oO&9nJq+aUOs^D`^q25!$2R4 zCcI7%+lGDXErK&Pu0LN~=K}xR-VS%*Y*UajsfNw!Om7-^xcmCN@6XR~YH|v=Qw%O7 zW?1TnnOKj$HAX)^^KcpyY>-Z`Nv;6T%uLqqLb3^KC1p(fUH*7``1`{im#unyVSjw= z`yRCfpA=8V#pErm1{#~FBDaolY1?GR{?DE z8^^jUh#;CVU3azSy%~*Ra{+A3#>F!bKfod=#I}5+w4+v9wdW%>9TO}!JW7@V&y8<$ zMUdXpjVuB#R`r4?7!^FxQ{pVa0}9X79poStq@hd1ir%{t`l}%ZHb1@wdkeClzv?PT@4y3-)c`tBdYCsa; zhHYPafmM!8cqb|d_$KePR^B{_hE+u8l^T*%(&On5gM0+8!-oB-7*2`h4=ZGZ>&&|JiC|;CaX= zKxwzQv1&79uS9go# z*34>(seQ{@z7`(44zt+y`Eh@KK8N|Da}@tn*M)g5wgI#^%4Njhj+2N*U~MQA){qWL7!H`M|6Q)+ z-jqBIp(1bHGS8aroMq?+tmQKNmUKT@O30J2ffi4oL!laedZdDaC*o49xuXR}cp42- zcomitWLPhUs=olOww(T%BN_c4MpDg(ne9zw?{#vcn-_>{2*4fAv9@x{6uy-ip@F0N zWfo=&CBMC`CNWG$>CgB>tiw+q0K`Gf!GaPMW&ZAkDuK}i5Nxz7qjzbPTtFn6KNMI* z>!#abCv7rFRG0ae>+Adbd(?)k5C)!Krf`r3Ih%b9I5Wo>>3n;5bSX!zu-=VXu=(mt z0o9i!%}qF+s4>{+8MpWr*>o4+bv{jhCClMP!%X&mvbI4pcui?bTyYq3jjK~+)?C*SP*#^JO(W~Way@;&32{;rIL zfkrI1y=#*JqKT8WylZgnWJups-R1slibLztLaRvWqviCk z50$AeYm9C*9OQ%BQn7)qQ<0Vzx+{`6T| zgEC2!4|tp$GvYLXHk~qxLK&O5lEHk;ET^CpVvVZUsfkX(eo^DofBZp?k^`Rcc z*f}{{LtMmGQ~8;1Fzyy_3${+29W|8pIyDEor5?ZlON&mCn*)cZMW@+3tk)+QoHE0( z_N6JgGZpASPR7?`9}x|`S7{1;oY#)J;xNTX>qnSfSpzEca$0&*6J~Cg)juZ(a@}f# z;UE+tbtsHf;;2>?yqTN5Ki=He>aI^~Zmy+xJVj(s(@mOhK&ZR!7`msHaNB%8V|p zVm*upQ0fhiaIkVyt35|hXpDB6vA&FPXjt*Z?bi<4|Jt&Li6DO*j5ToxOr)^1g`Ru?Fi#vM)# z&q;tLMv=3MtYH>dFL}7U3A9srA>Z+V1hNxP8#kl5>s{vcn)NQ-711=Zr24tEF0jUg z9zC8*CQ3A|%&oOU@w?zbp){|DswV&=N&_H2-K+|2SZQXp zNXE^$V%Q2ucOKY@1l=qi9I-$3=ehzSSwptBXy}KZ$Sj8@7z)D8mSNLtzz*#vir)tt zEiCFTCh$;4DuE+O7Jr-)Iv|DZ($-BFE`1Xfm)W}Vi<@?ZE)v!xas{Gv)_NH+M(pl^V~#I|qWe}B8)9*-|Heu3J7w|>A~%Sc&> zPsECt$dp6J2!iq|BxQt+cO1!NKK=-*NU1q8mPozST@X5Eok)26Xx@o~N)pocdud0I za^c#LZT&gcyFS(^X` z7~#7tW~Nrsi9;e&10ik6mtDS-#tKT?=dzac#372lg1)e@xNYy)6~LKl%^>t;r6pnz zb_RVFJS;HWfhbWy?SO2~jkYm5=Dgkf`~A%#-rv4b=XLJLEW*N38`}op8Y(kfvMe$( zwB`(j>!n3>4JAB)6hMeuVjETusOLT=6#uyN%w( zqPa6%MKAKh9*hBeAono0C2CDncJveMye-FU&UT(&Ly*>*v4Lw9>w!|LIXY0ml)&yG z+Bj^-+wiCmQy8cn3@SBdq883cBsPS`9attX9cE#EM^4y5ZF3`Ew&^nX8dxJuC(EnV z#Cv?STxE8ppCH%GY?<$}BDvUm{gWV7YZosr3pYbT(9W5IPONUVocf$+^WlN5nm3ea7-7Gf{d0?YOkyuUY zoR+~#U6^t46C79sm$qf9?cw{&+nbsBs*@yq*0Kg~q0bR|Vhy4<#a-3)ZMOXT$H$Ji z9$)c2456sX?AMP)WW(Tc+xJX)50(b zRPgX38c=YX139`DlLa@O;a~%r)R$ki(AKKH71BZcPLI$Btkg4Y``&inwzuUX317Ze zm~DpRl7FA7eT<^Xquo9azdDayWt4G+n{kgke85>b6ZmaNCp9^625qvYZO#1TU}7{- z1}c(!TkP0(hHmOj#)5~CcU%Qi{D09^W0AqlX2HKc+sqfMk(zwWq2WjtP8x)TEw_*F zzu)_Qd%Rnt-}p(+SX3smF+EHQhnIpuidY1Adguvj8C&7muEAQ0NgYJcAPboWuZZD? zN&{y%oP1h#7wu*vQyoQdnzB-8iqntF)nRx5c@lg|(+aifmr_gHAHz?E&B)|72u--Z0&oMNqO<_={Q!omtd`~_Dhho1^XG_i*4{IrYqJsmzy zQ$1gJ7K^@ISwMM?5Bi#-A538Aph0oS&uV9$FHR}x1h;Bh#ld&%JK{#=Aa8vjb*L=C zO<@f^$Ru0XTz_b0VSBfT^;b167T2TEzpH6{StW#Wc_B67F=Wxt?5n?&vzJhWAoo-j zhhRDKsP!XEEq%s)DX2b%aB9+X2k1*_Jw_&#{LS zcVV=8Oo60hYB}QTm#-1qZAXhmux>;qZq=U?)EcJ@H5v^o>cI;q2O4k_94#W^_TYwX zF_vj{p)>-xQjw`dO$}s3p^8~hXYj}!1;$-kJE2fGLED>d=yhaxumA$N(vDwA4!^x^>bx2LfKH_=3dYRgf&+uoDJWw6yW3&)kfML-*pS_Iuru z9e0MHf;9evR{|uKTMZx}%D3&s;e}qjy05e&?93|Onbn1-bhu((1ytk#Zl(lG2W94F zJ0V5v+zKzkw0od0V8=m7TsoYD4*U@3=od*5{|KRr73X`EvVI zv9#uN7$XGbw@2M+kfg)zL7Dl^W2Fj>S|}yyh1lN*_gHcncF2!Xnx!hikM)vb%w*E| zXRSs@rJ)DPhHSnGOkud9A6=%K&>Sh+!+b=;!Gru_T;@yIA@HGiJQ z+-;Vno{I>l3f71COsl|w|B^vl^$Y$tp9OImX0+<@u(?55O{W`u?@`_kGjp%loX)E2 z0BjJ8IYKQcdumS8bC`HM$gQhJ=~KN8+hxH6{E4XZQ-qZZ z-|@iClSI8E=>uoPvnH)lVjAd+M(Jp35pH3#9Sufb&3dO>D~7mkc||S)(xWE|tqB>$ zk-)j)fYw*9gGnkYi2}kfl{q@GlV{x~*yTO+FpXxJJLQ(D3rZMfv1_Sf@i$=l5wXMW z*mv(4TZ@$*b!aoH&ubbQOC>qr*a7Ve_ri|a3?y6*5oPZv=9Gz`8xKKfQ0utOX6ZpL z@)7caKk8l}(H4O$jDcZm%czUE$gRH$D@4r4Aa?A}76&C@=9Hs-&V02Im}U;`99RjLjRT z-Z0x^p&bHJ-{BZy{^J2Y)aO0W>{P*aH^NrPCFX_led`YsGbIN<0J~+<=EHBx*d@QG zIA%@^GYT$YY5Os=*gHNxJ|CYS{i;R9qKvj@fPj z;Y`%C%G-(>(UC$r+b2GU@=|>&ba=~w%i~_-j2-q#NjUK*h7Qd(rYb6A1U6cD8&-{V zgNOF_C^%+e+`t3IHjIp9{S&KFH6(bKLqDW-7aHlq+guM$4!%A8eZI=`LW7O?4<8*n za#KcDR)dIKW*Fpu3k{yRq zrw%^+y%Re`7|;~~S|Ngro>PPdZ6jUjlzM~r4Bhs|Hp5jcZN5lj)1(UPEzGe%51cB` zeSLZViFsxZSX+&t_9!>a5H8Z}V7^Vm(m7jyR%t{?NU!PZ*Oio;MR43P3YvHg_ z_bS3w+nylB!YH2Zuu?ax(_uSKf$|a53H%@iu+gcwBexCdfd0NY-`@NF{QP*k-|TYpSj#W>4`X)2>yN(T z_`~Ptuc+&BRS=(7a?OQT(55vBA2+_>`sidV%tP%%#6=hi6aV6@GB@n7bmtw_Wt8b- z;Q@9*Caf;~MPCD46tYSuydm2v#CTHJlVe)5f8rrtG0DVF zsZu;$o}lYM^eK(0mOW$zs6)-dkjB(JK|*Ocx0=85X2ukA53S9oyxi!5PRh)3xi2P7 za07KaOcqvT?>fe2&4k{VeMPT?JKIM<0God$M?vBl4)-0|OdaCNYZ&hyLB0y$2_K%L zH+}_lEpeW1fex%|dokLbp-0T#54!4y7{I)Ox4hEj_Jm{12Xi6Pevqj24;r#>cVjle z7UF3V8{}aPV}6U3_pTPmQ()PdzK!62`)5ED2+OGsLmb_ zJ}1ld?ox^<5y?{c=B3-Ah6-y3d%epDh|z=vs{pJ%S&bi6pK1&lXj!Hmj6QXS#!x0{ zi-eq0ee33Exr6k~Ve=-t|;gXsGOF*LsuM-tmK~ zSVrwuDZIl%c}!CzjJz9R!no;t7WNs}sD=}4&;h&-AOc`3V1p^%(qK%o44Qh44Y z4r*Enxq95`>Ki*AuTRAJTbS+G_x^m_pS2zP@^xLlKH$LSxQ;jENN^N7D6;5s=5X%6vB(>xAE3+Q+@DCug&QA>V2x2SDhi}b#Zba#!VNN7dNvN8(Nm6xz#Dv z9S|hW^herMnu=D zF~kr^{;C+9pqRdYIro7xPRUDKx+C=RgTYRrH2jE@+}OjU7emE_`tzS-o*w(5NClYX z5kasKXiz~lD8Ml6>F-|K_vD>}bGhacT!mqQ-W0);rz~D>T&6T1#Hy4D_(X=n597j* ztl*Gh{LD*grdP+@6<1~_I9w?AlBq?J4C63-ohxdT7-od;P7XU2qv2qfSk$777SvQL z(oSY&A;lYPGjy#YWS?~I1a)s^GU8u_!H6MCI9dE?I~+=t5}|QJ=v;irVYa^+R(8Ov z{v0FjwIxO)5&@il^e=MOIe7Y7w+&!*8% z#z%}sRkGf1!e-25R<0yNx@0KQ4;OXP!Hy4X8u)ULutEicNG&9yw|rR+95t?Tc+hytQbQg@YDSkkgAP5ma#i zh8Tg(D6Zi|Ih14~A1OcuImWQK4 z;h$J;hZJ)BoC$elxZ>ffvfboE1^5ZPnsa0M;yJZAv+zoj>YLtfE_f3%xtecd=$6+T z**?ZY=pFUy5XJ7qM?KK#jnIq<9(50GFUDX9rkIO(ERQf-zG`vX)1o%;I=4*Ph&O6{ z95*M_79L)3W6G^G9%4(OG0*8#6@P{m>_rE3XXsUx$LUw-=o=?zpwo8!{1IuI5G*)< z!rP37z;ZT^Q=#Yb*cxp@zBofU=M)rs$!V$N)U{zw;?R=o}BKGPFqk|6zJd! z70{JU)=+%_rYc|zehB~N1F{_jfoVk2w&OBZ{;W=;MF6itdpi#oN(>Fbrr7>$FgF*i&o?v;kI4Z)r1U*=}wXj*c6V-$Z zgFje6!Ty`H@??PZ%n+8_V+LOUEx{h90Ay^nx*AwWAQp{bt4G_i?otL-el%LOv91U; zx;V!+-W*CYxDqce5X`9I_rxyxYpBhM%8vd6kUOBY-$r{g!jsQSUg>?_%BhdiV9w97 zniOJAD1dYvj2e^K&LuNELsiv}KtfTJxRM z<&N{&13Y=KE?@aHBj)hyB5|?#bK^N{P#l~Ot)2ODLofGhd8>f)hc;;q2i<2dh~7EZZ!DP?3xb9Tym$ady$VGim1`pd7yZ82~b7|AIO z`F$*3E7^`PLBgf(b8t4WfF#^(p~3@hD2qn$#fF?0h%hx8@zI_0e>cxlh#~j(0m)If zni4x`juyz&NwIGc(y0;XrE3MRUhy; zqiGMry$UcE5-;U#tSD*o(ZTOn2Q<2r&t683&+nsMkCmwTqZY{zoF)0HF=D6`acQ_lw?0H0^u;! zQZBdfe2BquQx^{cVCKfXYDPz7dKE&@H+2rKFcDmm;A~yU3WV+Rkcw9CIVmhOZX*R6)z;3hVx6*_w8Z7uL zqbgc_Tkhl#dt0qm+KHU4QPGuJNP~0x{Z~+BFx$o)&>KcFYTdr`z$S|rVMm)zn)cpO zZk0z2NZdqY^(jyz&}3j#ln=FZc-VZ-W4ZaVWg7L-9|~S+4(q3t`Hb2`QikXSdDk+? zea1sdI;vIC{8evM?^{*_YYCZ#XrnT*Wp*vU+?Ta#-m!5wMJ-hm(lPsdcA~{d9YTnX zkP;?+ZNMj2+d65p5OgSP%rxya?@AaB#iz95^&Q8|wbq7TV5xp9eNI8*`3jSel`&jb ziy&bpAP$|4sBlK|_R1oCFrbBZP%q^6;O~!*+xFYrPZoC&kby%$ble)!jeKsXmuV1wYyUhRhZ~w6HUw-;!V||pX{x$DKHD<$p_T03#`l&+>9C13bp$QqE0E>qUwgOE zyeFi>ye3bJcSMR-UE~ySC88e1_m=jdJO{S=@wf2cX8=UWRI+lUs4YE5$YGcPtQaKBx7~sx zW3?kjJ@hQQ!pJoT+-AUhaV-QF|hsEA*u|pQm2kIP>fOpqv zT5CkqMrV^2;%i-=fkC2+^=bin-B91yEXCmf zdDjuna8ZRY3G(Cn02*Xe77xQCCO};PImW-Z%Yp#BRcwHzxNAX!QWLZc>H3KO za!MB*!VPW~d9JZj=62rNI{55cUcaQFvhKWlh5hv9r-%sF4_<-BFrrk$=N_Iungr3q zh3yJIIy3?B)QnDu1W<-cN#21oZgB)90HqvacRbL!o=vlK1j~Ha4Bt86=p;536MOqv zzO7_Kz}A;9w`*lBt-`g8-m*ARpDbU?%*)?dSZ>^bTnC3~M1C0e9TxGq_s(rIc4tIg zJOE?Kdxlq8H>-cWr>jn`r9kIVI%7jw1ip-HN(IEPSv}KV$qMGRq(SPn_c;*d^clsJ zDBQxmY~H;BxQ4UC*x`%G76N>G%w|v+OLU|1)K~TgPg9u^b9tj@j^s)(2%J9P7WcMo z9&3?^DkFLuy5Mc?AYSKLlrg4BtkMUcQ$SL}(hB)lM6kFueX0{zC|q5MdDA8bH)&%hSt!|eLmzX6)(t3bfrBL4LApSI;Ofwhjv zk84%?iwIXWpf>@GAT%<$>xJv}7d{cYxm-aIYzv9@AF9Mo7xbmQ6Pp@^;D6^QVfezd7T z1%C>b<1l6H^#a(>Z!-(I*1E3scCE*CU2EZ?13GM5UK5Yd3^#KNx4kQbt#QSUxcC0N z_vgLuz3*J$c5f_dqtDKtjWVDoL({62r3x?e3&jJM=uJSqG+%WaW6UKNI~N_f?F?YM zB3aLy-LZCU)k3Xd^5ejue0k^9%N z?9l#FGeK1j&7hC3@J`Ci<2R{J3yyUg-Xl|lj(mj4&DXv0%sxRnMz5t68%jBOWnwVMj1-M|M^6xCQtc7f z^_EiwGU>1FYcLU*%0D@Me(?15j~!vRuKv)?Y}wwonXQ_BJnjINxGaTBMbXgB>Y8%t znjj7>b)SS-<>Vpr2i$<&S5ztwEKoEEnk#}f$1>AIL)CtPy;q#+9(YZwpGn`q81cv_ zg!TY)bjXxcZxo7tAT?5akT-0+QrK3sEYjd9)LFbMOqA9l)Pm$P+ULglj!>m>RB-Hb zf4aq5*a;j3&`$4Q;AehlbQg-CuHTc=N!*WK!pre=6Ytaj_65&<(8X&pp5qplzNij{ z=&edgz0^LUcEFPiRsM%&9X`4&Rgj3|gl0lfCuCxzxjrm2va}XITd~TwI_Sw9Z27g; zT7F&rxYpzHb*<~VP+EJzyJ6LlR9Jk*{TZKk#%-~8+)<(1XNM*5;yD_Kt!jgGvn;t; zPjlw7wPi78J!xS*h1%~44O2;TN5Cp~-d3~3xI4_lxS?M@kCEJkyd=(XJnZA_5$J*K z8F%cxKR!RrK5SjtVzfJ=Q8Rv1{fCq33Bo9%f;*2ut$JZdhB7L!&_77-bmtks6=V0_ za0GGh+bkC0oR6P0^l{Mz3lAZaC*iSsjZ11`{n1nTkSUU7=b<#|tEwzyVG((Dr`o$) z&3+nW$%XEUu231bFkfaj0)VbJx$W3J57-7vqY{^4`YHvRFh*BrC5nrMyser%${Jg9$ z23Rb|g9*BP~lCA6=k&@q!i-BNp~1iRP^pul_=)|YGhPDU>xxjiD4c>#z1Vriuikw_NaMG!C}SHD=Ju%E}p5 z%e=I(39R)};lPIm(Uh1Ll(svho~IFh2*bq=t-{)z%!0wRXGkE0SvQ%PT0Ve#?t&3(20fk^dzZOXLA z>XL9`;eoPt(=MYMc#W6XJ}PJJ8|rtrmI1dz)UXyeL_$&|E5QluKq*^xW&Dv=q-N*g3>Zy8GZ99%qpEdpjw@kj3b9w(=B9)#!PSn z1Q@qD(SQ2e=MIT@6q+Jun2ma|B4AP2ca2Zv^MFA@9Zk}U`XLymH9~9s?VFoIN*fR3 zch54)bVl(O`(y9LMA%N{ax(F<2XK1w9bd8|(O1=DL1^(8W@fh5%1J9x09v~ard9Guk$nz* zzFq_{FJ3Ox_Kp43+31fta{vZf0ECfv>xiwQw;+_k1C*!s3iD-F)P}FYzS#H%u9{Ls zA+hs1*zH80cI485jX1l$!6YXqL@ZaWU2D0owaN#t$HU&B{De$xq0%0p+rwsyNL70yQU11(+8?@8W&B0?t2Ww3bV;HyF z^Jk&g&*#)ct|3q?qrp6@1OdIOT6)vuR5^jW=vZ`8$Stc9xV>hbI2PQ^;_MUmtdsE` zrt1KR1JCykf_r?4K0E=!$Cs39{e(HUsH+i*yWB0EgWHT0*fwi<(K&9Ig@@m<-5l~$>5YboosXizqyIC6%Jz9s%E}b#;0Cu(YJ!z-o3`cJ+ z9AxR`<4f1E#2S}Q6?MyP*21i|a+LWm3{>xT=p_pMXi@x7cQ%^}dd*!&Xto!&GbLB+?p^xmR zi0K#R-p$vLL4;e5w%DcY7c)~eWaNqhVygfA{D{a z0Pt{R81`qhyhfqMaygN^tvv2v`MTD+)>@Zw4-MP4!~C*!HJWWG-446={=7f$`}5vA z_I=j@@%J5f;8}!b0u1^|P*2?MpB{#pFCt)uYpB4X@a8DaVWovz&Fh6(PHL`xrcRTL z4&hd^1D}N)=|UP+NO63k<%8(Z4d%xGj`|MQ`nRn;DKZ~BbXmV*{U{bpN~|9fj!HS^ zKwWs=T3P5d@VrMMujqWgD=$x%n3~-SX@4~#293kV1yu19Y;zW5gzeD55g`HE^t9X zu<95b7CNOOwb;xwXj8OQQMlgTw&nq-j!;-v;OeCXV%}wI+4}MdY9uO(abdH5e%sX3 z_cVhKz*;kRo@4J*WA!Vrz*qU3&3NURQd}GuSlnh|u`DnRPc0dg$g&EeLd=GbzcIr? z12VVHB|W;b)po5L(Zxj5BN(mATwDN)=lx8DVv_f7L$3p4+VBxf0eG}iDbPPS05r%Z z!cQ>xqsCWPL*SAUcx1Y}fd z<;7xi)ZQ|5;r=(v{kpDot+ke|CF`5ikHFIJq;K0@S<`**``#a)_s8e`aql}KcJBbf zXto(kIE*2uc5<$t6jbL;IH93t&?-&BLBFyeJ|VL0d*JDXyn{7ymj|++dv8gccH! ztgNqYGm&@(0~^tt7wu4142%A3E*L#lb1O9RTLLFpF&SeftvdOw5hF!#q^MB_nGgRC z_aKvZyz4-i19qAZHJ1k8M0<8XK>k^)gVhDa;E#x}B85fU7~@ElDOHM5BtEWfhoNLo zlp@HoS^?WF=2Z)$m+a%aRY5>x78$A@@DroYyMkl1K{8`_N^ghz_*57f>9I zeNLtaJQ7XZT8^wK*R_bfCZ^&Vpf?uK2s@IY2z!RBlfh}L3Aj7VO!it3KhP~4$e=DsW+yvWxMJgQB_P>91I zTEv_{%Pq?wM$MhZj1L_WC)EOy$g?sHEyD{RZdaX`{_6flh~xdgj;b}N4w>Kt5INKn zBW#TtS~P~_sfrg0 z4e+63#k_<`-JJI5PbvvYI&MQumVagr=?I8)tkLvzML%7i^#n z3?8@P&27XxvhV1Vqtqb2I*b9$n$D^{_7u;_C+>ZX@vx!(eIUP}BmX?Iyi+f@B+s8O z608if+Cr@be%gqHIDX2*cnwyETeX!DPFrvpPMM2@oEi&=;nWk2;E}8v8Nks8=uM!PBeA;8a-|hAh2Mf51UuE+qLkJS@dp9KD*_a4^g?tZlGPC%8e_a0NYXQ%Csw^5= zs?Ox_oj5}y_wTUBT3J@BweSvwQYKcw=eglVr(^h+il2ube0+TV>-XP3?oab8O5ci* zEV=D1hzG!@n5v9WL0gBOtd6CMqehrWw>)vs+}tkr$8}xTb*;-i4QR*S=21J%Ek0QY z2{WDWu-K($gcb%_K}OS1gVq-j!KW-_VN-t2V`)W_EaIX4LU*~SPI`6oYR9||XPkwY zLyHd=1;rXK!b*MZeJ`IUcrMQ|>RSxZLjMa?tgJLRaDmkjD-=Z2oC>xh1R8KRiSIHA zL^J9XJ@NvWtPJI39Om;~VA?$E&F!IK?y#rwb50?t%}&q}<<4)NJd!~|wZqJv>$3-B zR4n*X0ix%vStD_8t|&4E*lYTH)#pWBiz#pHuFql z&loHOGTb=Q)acou6O0H3ry9g$vo08Q7It`Tkt9_hf@`mVYtGe8v}lyn#V~{rO+2la zmLk+S07#T3r7Y_=;Wl9h)s{C;>pIXZ6L-~mX$xofdN2`>10TdPg7*(%hrn8QkfB*y zeV#)PC^+Csg!f9oy5PZEcblOC$0y*wYBQAV^Yy}7*zg(o>0XH?GIx8}V|kdzz3-2> zzwiAKdqbPLW*s^R115%oUJ8lDR*3+&K%je97~$q6i_YajH_feFN(2 zaSLpyM#j)`$||CsCQklNC^O=lOh8EJ!URv9ow0<7FfJ#^t!GMymcDSq!||Qh*Bi{z zHbzXZq)23DI1&t_u5w#x%{h_dV%i)K%bp{Iv*rNn0HBPjLd5HE_q1(5RHhhv+s4s1 zeE1(5x`r;cH^J1l5fTtgQJ--+uIzd3<=ylhv&kQ`3J`l#$t)V zgnTB_35i{RcguVcbIejb3I=V~_?XXig-_yO(z+`WrilxBdLvUImR!Yj)Mv50-k2t@fwNggdwy_ z$#HTx$j2@jw0UR@X;dQ*2Nw(1Y|f$D`$1Fpsn_nTU97bEwWnGQ_{(5 zwY#m{b8Zzw*0MX?cdPZO(&dSwHw+F^Y5B#bK6^R;32>&+Q&rF9b;ihY+tCxo7j$>GK}<0(zX;+qCMe2QI5;ZLPC$Ejt@ z4(=U)V$Dn)0o6HDuvG;pu1-V8DbEbr?m8M+vT)&Xn8_n}KHHlJ(<^Y;jo$e5P+2Jv z<4mF3o<6AVu(8aE@$i`4xE9uk^KKE3$Gf}T_os%Uyek!*;aiZ0q93#h1A^ZLtv#0f z7O);YNhu9!Eh>tW+s*F?tEH9Fp;$xzXSrpwwLW0<3_!j6axD3%hNKJ?y%r&zij;d8 z)#DHt_?={cW;R0SsEcMh>=+G;ORf^@u6iZ)mpvv(a-}6>6^iEv`HCMrKb@ReSG+km zP#3gw=QLRjEdr^gFv^y%jeY-HenWMrnJ8zD?@W`=S19mYp&Mh7A*x%Zj&WP68OEup zipL#h)+>_a&VGe*SK5nlDcCuN(FdWP4U-}4-j%LFzF?LErieQTw;r`y!N{Cjzs?tj zN_8h;IWT7`qc!-vpqh|nd-A6Hl1%S)3q3aax+g7op%n3?KrdgDU4|NC7#}O>R3QIh z)7m=KZMi=l*ZW%UfBf-}&yR1VT#f}Y-6D>oBWL}Y!Bo6uj?I$C7~L$~*Jb{=)|DH4 z=wvrm9Cj@|z~nHCz4x8}-TS`p``-KBWwQ|;VHws1tH5TgE`)7YRq?IZ5w>yAmjli#tK!q82(#tTjr%4S+H8boVRCie)zljGXvMxqbfOpaL1D(TDcn*_h>jq$-TBkVHfRC+YL)}RO|^zGH31Ye&+kdf~Dkj z1Z^C1w~b^cVcp6PJWV$(p5w_^adkt{+~tomrA;<%&;^kN?&H;*4>I>K)D(SiySp=^ z#`i!GTL|{cN+m|;wOA^Vno4xOhF?JP=>Cs?{p0=p>n}h3e8;_9x@s5=`UTFlx&bWB zEY}wYi_(H@917=|yw=Wf=1Zi|R_|sOJJGTROv@{Yk!ePfhBoF+ErfApc@EEwFbq?` zmHJ?1D`rz8W(TeOt{+;POH-1?F(H5-Zj*Ec zmiUpiqbs{##Rfv2GxZ6^a2Ez1B{@D_ZQ>)8`A2&|}2Cz0pajW!k1e^b%q zJ?B8Z9@@PVXTy4yHq&C*wyeNu@PKNWv08}l4asqLD^@g?a*cl+o{%4GPZ$9aMg=xU zsQcpO+v2`IAJ;pm`8U@;7w>y$Mk55DhxTJE0*Uo;n5}i0(O!a)-1_q8pRc#y{`J4U zeftfifIMGjZp{r>C~>XABXS!gWX~h4_$4bHmdnFD*8 zlLjh+d9rGl1-1o}_?a1VR?j>ij>yQ&!aWbFbKCLx@%>us>({T3$Eq!U%cZ;5o*heY zSX6dQeTJDCs$#4v6cBrOO@CU%-urX!JL<`FksuvrMHMdC$T(4b+H266izCWM1e1q zfdn#do)FInqd7Q1mGZ@;~`i%F1g( zs9NT0)eb}>j_oV_CRA|<%Do86KL>%Qt#Ao+G@hzq&@v&=Pug+060UlmIABQFlH?3p z3?>|0d-wug3{t@QG84%)v>3)k=qLglb*N64+Ql@lVvOx@Dxo7xvq=?QWG&F1jB4iP z*ZU!lm58oz)&s*(NCOX9APg~^Ex~%gO^n6bItnL|r9G&ZboACgUj{H6RR8<%ZG1m6 za|Dh2^XZM~U{MM!$ui6Lb$zkewZ#~+F>|-KuRs6kKh6C2KmM5$Q&zj+qaG%Oj9xW; zQd@%XfZv`JlUX<*D6sGb)uz_$h_IR_-TS_4&Qy3!rvM5f_ZA7@j$=iddoEU6zEKHxR?h|4_H}+166BE6hiGP zL-DYKM+b8i{OEy9?Q8xrxyHh{x~n8pC4yzXoq3QM!oyc9ci~%Vk%N4TjJ@3laEIDE&aF$URc64Py-qzSe*a6P>mua>!oZHwRj_!bs#??2zW9-Wzv zWfB7E4LXJ|#BwG8H5IzP4}2dIsdsC-Fd(SG*}>}fj5<0L4Cf|rgTcTK5>v#zt%td7 zyOaA;1!CvI0bGDoNJcNDt1oa1Q#Wj^vyBQhhmL80#31;XMg?^^yMqL*Jf_1ql0TzVSw`z$3AGm)~ zUQe75&U&DJjwUcriI}5X35%TpM{Y@Ai2W1(y$@P_285GNHzRi0}5lB*kZh6rY*4(McM4L+l<2<1|_U-{28_NOGsjagy zc`y2jzn#*c9gj(mXo;a6)KSJaih@5vG`XokIGxhKaIaXi5lYoI_ zWQ=f!VUm$)=wWxp0-{-5OI=87u#geL_Z*jcfnzGWbl7{Xiy*6muWkZzS#=l9u`mfK zu}A{CGc2Byx$41A?hTh-1i~Z8HI>Bk;n&9U>AvD1L5DtqyTQd5E^x%m^X}8z%x2F& z908K)sAOd`u!!JE1#BQ|M3Sd6pJ;B>3eLLcl-^PMvY#!Qj)DwdLP>%|_d zvQ7|c`#XDp!k6;9k7#@fvO5Ljn9|ZV8^DIn`kh~erwu>ML#bgw4wxl*CUguI5V*dd z`~WP*0d5K@`uVh8uAd9}Fz)3y5YIe4J_+7@?n?q%KvAnXXKVuM1P)c4cJKS! z%4yuN-b;)!yxxBPzx$ zxD(NHTOf2AXo|&l$vfaF*%xhd z$hb|TgC=|jhyIih&I{!|ENkElSP|O~a{?TL5(&Cq_XUgY8#TNLA^@f*8UZpM4_lAN z+g5C2$*WyUVJ7kqgZa@kF|{ieTzOWASxQF z-7~yF#OxhT9E)bkXmSl4v|(=kP1e5R#JK1OmyKrH1z2Ix5dc2@@x##0B!s}IxIVJK zr{+1A^rKa6MQr!qzslS4=7N~|tC!4jnJz>)G0^zU`O=grm3H^`Wf-d;7hAK}OgGSl zskK*>A|hMSCZ$<#MQEqWC?MElxZ6XIfdcGEV{X3O1BWrzRgI+pYkodRQ9-sM^{@?e zh5WPmQ{U*oi`Kbd!k*Ob?5mC3`I#U#10MceW88pq^*ClD;k{=KaXb?fwKT;K$pLGCW0|H5f+Hz?Hmf`S-~=|lRk6X z+k~0zZdOZ0R+oCW@>Zh1r$#Y1HIXxn3RT^5j7rZs3x%R7y~Xh?2bb>plaUe*S=_sV~kK)^t5{JnQ!8w(GJ3_v1_rth3CP z|De1IqAZArjyuLyQ{`&s0@%hivNnJI53hqwKfW+(?n~np1u?^u_T^l2;jDmnE|I00BT+`*+DE>T86_uV5;aV}z zO=rhgD^`HOBq(9}KhY&@i_v@FoTZ?JnRW5*NS=ca3j6|0_=s=o`)`l; zUus9$v*$4P$K%Um{qb>sPEmtw@{k;p%jgHe5OM@~%2HZ|2reI36{&a*{ZrQ7uL_O| zec)xOLphVPja!Q#Xv>4@ISCr_SVAK)N5O?^zHqS>)jdu=RJ9uu z@^WE-NHl%a8v%NfrMjprb!dnkR2 zSA8|j&o_60hSNG^*ep5)NSNab>o`xG@iVv|acI{`ByCXVnBLP{F0GYjT1?kMB;NF& zfNUuM7`$kbolo2Lb2uiHsNqGHRS;k3qc_9o`ZWYjI`Aeh(I8B9PM8%9#!)?!9+(QJ zIS#=eYRgd>S8;~;fnlXj@Q-MV=o8F0H1&deK-GduTam${c@;6o0(Vit?wZkeT`(XW zV1)}=?(o^tVV6^(j*Gm&lNt$0AEDz@;~BsWD}ivrnw-pd6jn|`%y8D7>NVMkVWA)x z!?Jc5HDNPd67zz{)uh^`pf)@E>+K@OHfb9|A zn3+|e**6^DBcHY&6vLD~80UlVv>|c1aQS%$i=-;#wEtak!-Q(23WGW8P%+$5#VTz; zG+*ZCT<;tsr@yPtGn3%!XmI7nt zQO-DquFJ>;%T@Iz5lE_#3#U*3}(@w42yc(H&Jm*cg;s!_&svBcYCLC$?%V1B) z9FnPC<>bSNJPUQo$_amQtn}v!n?|!|_e_}LB%>0TeRVz}@_XjdOV6*u)_~HV+By3s zYYcIl)s|?zI|V$&$lo#~T6j8PN9=v`*kv=z_xIl4zW?j1ul4qm#U(tl!s)dh*W>f^ z`z`m9Z1v<_RjOKAx(e)kyADev!x*LMPclraJ;cUsfpBea@Mc>?ZS0$I8~C)9S2pBV zQgs0e0r>$s7&b!7Rl7qW*XucaUhYAc2ZT&ba1u*KrZ!BC@s_B100 zZWJ$6Br}~+7WC9EX?F%9!-fS?%c~#)3wF~Vf+skS$HF4;D1&i{vY0aadNzG@J7Hlc z1+Ix)tK-Z6`2NrL_xG<~{~TQQDOlwE=g__Gc!)^`Hr?z&2g0mp=z0+t#rfw^bK*5( zpREe(x@4anSb^{%e;o7Tej0D+AOC+4tprP{l-I}j%&qx>=NclW{!sx(Ipw)j!iz-{ zA#zoLs(w64(yJ$B)8S9d=uP=~UJ4^0hfqX$^JvSER0}ZZ?snVuSnexcj;ukX0X40# z!w^*OVyIzH;E_&EAO@Vu&acCeG6bEVIMmVRSD_|r%pPP&r-kw-0Fi7+ah6u2erqoC zZ>2vGVJnZEVsJcxygs(T*7e!JV9-HZ&loAg6oo>kO)-e>Qf!a6jLO|atR{JcRTYIj zEcd)rT2V-D$23{(KB-6Z$~yGdP6<`FX44Cq(FeVHF&H`3rX$s7B>gd4 zk|($YxmMrMr`E=!-@k);pCHfZe34Ab@pUUZdJ0tgyKC2hSV_86iN zg{O{W^`X(Q=54Y>LBEK3)odc)FhwtVd||-&*>;Br$8uFfbai^J^v^vOZLxKn$T9t6qwm^>PRm zcrhI|XmNw$C40+4b=ESa?Pg)yxSMlfgUqO8m)}2sU+eMZ`eL;`>X3C#&o6W9}$$zgy{3FhKb-C~c_Bg0V)t@>BUQ8@4p(9GN(C1%GGz;hDw z1u#cEJIOMHlVQQ+nI~)QAB1Qypz}lJm5)ygQigep`zdSdbOhc&-$j37Fj4kaD^r(W z%O4AqKHCCMJd!9{f9(D3$3HZFr&w}*1FazQll0iVcoSmcfnnk^LQ@Wlf%!P z`a^eN{ip#KL>4^tKh)Cdb??1*+_jF)VsPr&nxdbImyA!xjNNWKbQ{=bmNojG7%9RiMC@?Y2zXDBm^s%jYSeNCa*%20eq$1bGl|19^QTsXN0Xt7l zx0@enl=qvSnFnPR+ONb@(&JV^P!$Refp-Ei(Ll4PTIem9_ zDZxOhgmLnvdo`O+Ig$GcwVvI1Gp%zj$E~bMdJ?P56Wk_PJS6-A6g)VMR}> zJ#T^wb~f8VOqiVTnV5~oOY`Sw{}|o*xj%noMq@%IQBPM8W1w#v_!bhxF%=zQ3T>8S zKsr?!6dr!d7-%~xy1_L&T@i|V|FJ$F*V`o;imAP|9*=8n?1t-?k6564-N$JCGHZRpJ@ytlXa$GTjO zB(4U-1oI1e)Dw>8qnX66+F|s0dC-RHf#6=?i;@6ZWdK+Gb~+1>m>OOxM8V83N=RXq+>`^t~S zOq~vfy&XPHi-1wR`0QPb_f@=PRZ!7Yz6C?PXcUo6n*j0su!IV7T!Od^eGI+Ibm=H} zg|Y18^hjg$RP^wbNW06_x^~QPA=Xp$#==;Rm2eBGr@LQo@1urpm{If7933Z~9Q zT-p5;Ha~V{V+UK3zl`?dm1z2Yj3s0UnD^w=$!y>($yNUki@j}M=7t@OahXCxA>E-p zgJiSPT~{B#5GTYAUdi`GYcOpJ#>~y`*!%u)_iJ6Cq#}@NJWyzg0OHk8xZ0#_6quBz z0rX+p?wj$a#g5xzyKScLX7XI*GWWgrAJ=}j>ms8I=`Vl875m|N>AJA-uec-wlBf~| z*vTsk{kN5ia|_#5YKpB@wyvf%>Pz7F!~tDZp;k}vXep{(LuG4q7(}DG%S~t;5bhCg z*Sg%zZ%2?)YO=aJM?fg2cD*Q{u)ctJ55FTHwX<(*gR@k-xuveOzx1!~+&vCp}@4 zSM;2444-AWN;D*Ss@=&XN@TjqHi#dR;|+*Z_T0?10^?PoZ?I;%Xop6xGfvbb{<(EKt|nW@XPmon zJFdk*l409WM@8g%4koW}=TY|p{UfmYCYPLh9@B^5iEMK<04uQC^~PU}lm%_;Sj5Vt zb;6>dfwi#uS8777=-{H=j~@)`0Jf~VLw<6(qE-!w5-0gdGr9WAJG?mV`;fj)ylH>Lb+@Gg;L(O2>tkVj0NztDYi`-0f!{^sj&xBp`#~rnYVv8a=&`uz!v}|=62XZT z?V&8J;uIs4%Nt8Sg{TeO@2dj>MSd>_6YkFe2qzQ|C-#G-k#UDt4LPv>A`Dg# z5bO~jXxP_({6Rj2l+#>rD?T5a722!qqIu!`XXkxY*Ptn1r^bE?q~)9uj-m#W#h&aOC~ z`k#+?s#YL$qv1Z8nA>_XU@*tdcnM4Ft)o!EFvOSu&U%zsw>^Ha5!Fn}oV5X& z=Kn#STK4iZw9f9m{_>75(s<6UU!myJc$MJhPQ5z{t+J|dz_jors&Y{}lhhp@K`Esr z7q9-ByU>FYQ26uu7~ZsCfRetfxnt?SLRukt?;v2#mVt+U5hIYQKgp86~<1at2pN9_wGs0|DSxVSD0p5M3Lz2WR#i09ds0b zg7eQ1_o8=s3!w#kULIG5IyCV^I4}JhBkzFMEGnZpD#Ou$BrsPU&H6BN)Z7(kLj?e{ z3pB~tnu|n)KJ+f-q-Udbly_QVBOH~UW^2^NDiwr!<(eF50g_rkHkwf^(OKTi2Zqx* zq+X^{fVB+ug0kV`TC^zb$rUn?zTxntsUR~3HPO?jM?aLq#fqGCnA-~0>HzGOqW80n ztegd%Jr-!XIZt;P;G5B0VDhwTZ?s|%s`k|Y702g+xr}l_!D^YTaP>iguvSIh^DWP> z*Pbmx)qIRI2ceU*`5Qv4Lb?YRGj}L2CV%+jqM6Flv4x=b5whT&F6AuRjSM$LE@LQ? zb=im*kk_~0AwUP$x6RaMAk9(lkGDM=Nv48uwuY&H!`{Sqg$Gg=eoIz4SGLzY392|vp_GK0p zJGTWsV1iw$jJu7|YUsuCA!p+{3`00j87sX&M>kanF5MRMN7_ws4Uf>SM({p>J_fwf z(2WlprDA3bcUydzy_rmoR4pyIYyYkyT;whuH3$~h?ky)z$i7dgCbwPW&~Z4NY(l#xCU$*4z4uxMt`g;<3nG%$Dp2a?+tB;kMI4V8Ac_ z6}uEcTY13$`up%a!%H3zObS?`so>K=W&fN21Sc6e+UmIJ^6o#n#|g+2T%wn| zG*(xaNGb$(;KrYEsL!nBSuEBCGz9D89%@ER%yw3Qo>u<0Q}7Hgs@*nWjxWw$o?rTL z7wK?=v=hpp{t2sU-pn$P_7q{hTV*BY>17rnjt3Q`z>L=He@`@(6%%E=+icseZFG`< zO;H^V?7AH3h*t{Sxrm))!IVn3h2n$FV(Ho7L=X2VBc;D=at2GF+!%(*0xCs`;+}*I zXzRqTXT3OpUj`ND6=yCv5UZ{T$@N1;AZc)PYfmjsBYD;Dq;0%u%PX{vIL6H`B3Q8i z(k1Mr1iaUOIoduVvZ+ND;TY)1Q|I>-@S#%uE*Z%Br0j<>}fPw{c9# zc6r?5)P966(#%^t`g~H=0RC03*Bnp&HQxs^kfjC**DH$wouI#XAM^Gnyz_Q-ATLZu z_DVrna?3=XvAbXZEM7YF0>I!1yD-R}LhlLzqBaa(AI3l}xdHXSh?^9Ji(L8;GLpKxl%bsuWg_q4UIx;m zAB@PHm3iSQ^H{TtUxOnV?NMF`cuoq8DT2(IK!P593H%F$RL96O40AKj#ddBxx1+>A zU_}yZV5dS`mO~5xW);{6?R&mdZERdXUqHkJ!299F#IVM!h%wp-WmnrAmsya4IWar# zP^VbevtB<5o}<&>=uYH2(pfRC$tiq4`smrH2+Ra}-|;+@`PtlvtnYI2kmCmSq=b;A zl#8SY?MZv<*A^gDGjT;#Q>*g6TPjWxBZ!YTi(aMZP$@P&`Bk_}C!^feWIz}@lnscf zl5l%)`b#5~L!l2wPuD%KcU*wK%pi%A#sGxi&maS}{g=I0nbFhs!>?<3Y#}Dy>+%Fi zH;euG`OWriIHtfNcfX2=dq>ToQw%_g>?YD3dGWfY{3?2@AWTH>nLt{^?U4aom~GqN zV}FbL!?;=`ABpno`{(z6{`QZrZ@)0`a(DNYbuICG^&eC_-2A>R{`lkl?N@g*S*jt@ z5#yRtZROBt&xh(%pn_3zy5Aajj}Gbl5T5EKH zSx^zb_I2?4Fg>V|HtzF|lUJ>RVOGVx-CLDd$&vr)%Q-7Fos0~&|5Rsj5}=nHwI(;? zwp$@loteHDM>^0cO3q#o;Ejex;@KnW=^Vm+*l ztCo`g8#~sSZ-*`kW5xr;&DR7dmNiiyFCI`fFL-)-rqj==JA1v3td}m<_}Sl46wBo! zV}rorsDwb$YhOkse6d{Zc^u>lX(GCAM%J1X360vVu#Naao|;*mtH53XrT&9)&`w4@ zsP8NcHq+P_?m|w)b9%h$A>IQlRK$TXx%tZN8r%+zb#xvQnnoMCvX2V& zB1G4hioT+(OGxUlpgA3nx5uMq00@n#g!RaY2^cy4>onjK=OKvmeqTyfMO;>e^Et(>}Q3R6!poH5H;E3)Kkkm;kKS zXsPEi4O>sBkX(hVr>wrU zkcR#poMc~JBif!nYb0LFq^A4^$;3J(nKLB5E%MBkJCPCpx!Vf6oDob9N5xTJo+UQz z>bx|nG!b<|qE~1zRx-LeGHp%V<#1~S44JzwUc*#GZhhe)sMGWp30sv8g*Qw@F)u2M zS~b(z3wzvQS%@OIEU#47y`M;Ky?X_HaG~<4KZ#&m%wJuYt`Ct=TK7Zv4kH<0F4zhf zL7jCKU&Cgto$RW`$lX&UyF4>yJLCZs-@0>66v^L~1VwpLOwDbX&$y;@dCV zKRM#ZJ0E|R(K^~ENJbB;2N-UUJ|TzaD>m zT(%yvs|d#fE!IGQ;|8V`tM_dGh=VK0nNh6JGRLi<{4rAAdk9NnGN1R_ywBu5R^X=w z=ex#MYBoN0I46N-$foqr`q`3Wl!fWlG!ZrjdDWxBJtHKuGCf`_PwUCC?xHZVjKC+y z`U64eu9UD|5}HPvVd{-kl_`li)L?aCZHSN3A^}+0WDS#V=TnojVOVH_gU?biLmRIp z?{2ZoGQM+(keGd^7uU45H?-lFz#T$T>2<`$E&)t4mduLwAnLILE~@2fN)cG~Q{r66aKIQC z0kN8vIAvAu1bL!IP~TBT;v!^1wTW_G4>L1Et`to;Z@0`N_EX7K<*RHtNuQdB!U=0M zWg@hqjh`D8I3WoH_;^25WM)qyc?WmUmxi{aH5}|EL<=X4xF^P?*vKrs1JL@mAjr&g zc@Uqi0<~0g5@7uyLI(7Afc5-1lq+WQ0RejE;l*?u^4BCG<`?=04K0**H#2*H7MI)n zXnT(3?73~7%94G#k}0WbkH|%3qNBI7{1$*amv5E23H}^p*a&*`E|+U++A*G@D-o&w zbPRUHh?9l2qYAEZvpQH&4nRND=lUuElWPC-C{))JZzYv|`Eo{YFTR_IAfbfK45SIb zmHAyM2y0;n!kN^p6Ml-&1`i#($J-9EkwQQxIXpkNj6dYT0S!S7C zdB&7YXWgs~cpA2YrSbtbGSczf`2-w9wJIhm^9yX+7g`}3;7x@x`d6_fdQhzh414mH z&S7U~QJki1^?ZJKJ*<$?TcDpBQu|S_OYK6Y4Q%N0ggw35CWJ2lBV_%$W*CdImfLc> zmS+IRapquk2{Zi9TNoB~N`0v48pcC$Dvf#i`JN)9&edtav30GC=9+z^aky>IBR&q%f1?1ZU|s=)4=Inj?q7*2>;Y*skjI(%0 z$k1J5*1>Q*bOsGl#AS*8(O z*jecZK}(t(kgo~bcr%tunG-h(M$jPqfITLar5``=|3;gb!&BrjaJ82?VqlbfA+hu+ zH0k>aK$9e#FWroiqXPpX zrv^A4%B|6s+1IMZW?SOB%j(dKlrLPlV7=6UpkJ+KNQ=(>%?Vr*UK~^Gq{`!h)}UUe zF5|RLm6126huC;*<#adY#vMMy1rLq3l$E7ncWwP05Mr4_@}PZJG<46=)Qzie7d63~ zE+3X>DE;CD8SVlW>w*qK>Y+2_!j+${>}|3R8oF9*p0} zs5@e)hB`1nM3B2Gb_O1t_4f+QF{r9DA>eTB^M@~zMu$0QH8Wqep9*8;15{%EPWrcN z;x+NZ$G^s@z-j4XI|oUaJtFep3hHk!NDQ-x6_G3PKK}UK-+o>L+lSA{-)^9yInyJf zoTmB>N`?9LbAV+UCdSum_c)i^yp$irKy(?n155PsL+4_}gJxlq@m9fqt@HK+DBCK( z;;4g#w{5rCecK&&qYgJc1a;h`!mZf|J)eAJ)n!N&^IC<~40GQy8QJRqu6XD`$Qtzq zr#mdrNIKGHi~TX0r1xs>&CqD-yz7w1Ov*9F02l(Mo+3ksW)k0v->=O*@7{0}g1XUO zIP77vENnXe=LRPljLbpxz?8B4P>w?l89(z?0wb+}O_+@`Q#uC(~YxjvwN@)M$Od z!YY3;R3+_f_6P2$l|UwhSFRUTRC0ok}yI07z%INZt zt6L{LJ&=g-y=^TWi|Vr&pP6JFakP{wBEF#jyy6c95V}#g7)naiNjN!NpSxY=5BFR!0Vg3#HDBrH z%Td@!lX~zjEB!<;GWdb6;dScTu#|yxwXJMegWUj1SgspRA=?r6wmaf;+r8~G7k!UK@l(NsBh4DFgB+1f zFiOWB>^{7a^3*V@QYyHYZC1M$yTC!vFvrgxGRcS{Xm)u!)GWzV3g0gy4J%Xa^IGp82++d{*8_)5KFoRs{!C@j# zz7jQcqfb);r{+AP_4##!elC{U7H(Ho`tBy6-K$q2$+<*>=t>t^OY7Ux+P{F~of<37 z;-1K75qGWl$r$nAkph%-bg1pnNjint?6-*7yJG8xQcjFg2kQOcYMAzl=&)GUqphnX z2+KK8Z7XR-&_=v4GEbB~z%=Ns{14`YHBVX{XDr&^^(a`{);GGSge0_9w3*0~bgd4O z=*hdN=a)xv83%q1hf;#jTG03{6v_bWll;BRmidL%6>joGBKn*DkK@p;z|aQXVUA+o z-kL6OYi3wF5@E40((YZ*S?Y>GVbJun%`nAp#`cMG$X(F4(wR5k*;T|2Gv6Y3otr)K zlrWupqLgHygPqps{si$3JWWH5ZML_pB6kz{4B_KP$9j#t)0HMyE18Nm`-4;j;ZG%% zIR5ftbU4>G1T!j5o9?(H?roo8d)v-1BD5Xi1;K|?9Ojb0yO~EnK<(yx-x2Zf%dzyE z>R9r||2>m9jUGic=s4mk@&_?o-`aV=|k1gliz5VwI{_;ZK+lgB?A4sID?HKOcWzt$(Z6P_Tg{ekn+RgyV+gd(~u;TT9CiN9eSTy=eD@2 zqT07%Wo_t(HtrI8@OW;)dYr;689YcmRa?gXGJs<q6*w#~uN10`TcZh8`<+a2vnawqxIGz2&eJ6~g4Kh7rkF z<@qQs!x(jk{}SSkaP!z^zLc{X>Isp(`smQ-mrHlsc1p=6oHY~!kTad5Ed&jM8p-~i zjBql5M1tjCA~u-P`fYR_x{{_t+z$9XTyb!Tp29FQ)_ItyCH|Y z_x`*;AM24%G7~@n*<9Zda8pfcLVcZg=~;xUC^jl^+|hX>^OhEZV#Nj0oKk3J~3 zF!k`0N$eWJXD?L(*cOlQ53j1&E}@az*$l0H;6=zqLy-9ucL z-#LE=Hq?;I@>r!;2aG1cy$%Kq78dQ%tE{;bF12h1nK|$6$-evUOM! zy(=z#S3qDED@;8NWLrkRaB?{wIpju%GRe}x86}7gB=l>wX%4syIr$MBZ)d|<`L7Wj z>ug--|Du>-g?g1KD4)oAhm>{PxNJPXmFVN1Pv&|)B4a);`@u_7lbBzOzZw`rs3L8< zHWdj&g_6o9g~{V36Krl4jjnG0`(OX~`OBXlZ(q!}tV2S>ZAd0dErW3rJ~zFQC0fQ3|gC_5`ak~_b^f3RTSj+-GK3b>iTS$|IfTojja z+LQ|?o?px_@}a4U*tYzvY^|zX?!JPLDm;hlum`V{qm0*6hi&!e#d-q7wRRb+*VOOK zcSF`$=9_J1e|-M-uRs3y+n@jI!baeV&)#QEdMITrdwGdLea6Sf=O1tHKR;a0P!opV_3NQ&+ZX0O=d$*@(fgLC@Pp0tn-s`%)ILugNRV~` zNm@BL7C+!&{P0hI`ersLobYpO^IjHMi)m_LdSzpEsW9Oly||mj{_C&*8DaN*&t$$j z*eT6+0!`^+?7?~IR^S(p79mo@*o&fC80}cXWs(|(xQj6`cpn)V5_sVoa`OglDS_2UKACG#Ig^x=Xznk@HiAp6EUbtR;g^fP6!Co}N==Tr z4A;2L%0(7>JE+n%ZB$RjN6kNYxLzxtJgtd_-Sec5%b$dIzT63gZhDqZPHasD|Mwm? z*%3K&%Aa7!|3u1cyAjRDN-Xk`&QBZ_BKfe{g%tN>FlS#8vzG|-$Kz+Sw}@IM%Gt_n zE=gu@cr*9e*M6ypO6a(ETz9+>Ss4*jhcOa{j^Uo63`EgH8>O&_o+Gp4#dH!Q3LCB6BJht;%6 zUVHhNrb{%&OlwnKoXZ4zoBe5h{qlHxd2_Rs#+_GeGgQzmTE-l-pKRh+5oWg5RD^3&j?o)j!j|cB2K;K>BR?V+pg&MU}Jdt#t2S~ z-o@aHs>S4tAE=c6{!A?|tWEg4_(6fcQFzZ3yFJ8v3De z2rt!@z2=U?*`C*w_E>^v8M6&Xr6GqOf1mxttIuWa?GId)YYT8|*1s`7J$!~+=7M$l zP#t2uKl6D8fi{L6$%ftc&r9kaI+O>t$H6~cNU z%1E$HM-g-fb$4eQZRNV)O#&<2eTZM{j1e zfq^5c82^YD@mgAdlup%pRs(BK854G@j^Y702`E4z>uA z!GR!E%uCENv56gz$5*p!hea$-A}B9vDH*g@W3^OW#mxp%T%ZU)n1f55Ko7dKjM1!i z9L`_`3Z#^91%Lz4bodwtT3e}D=7)`kPiWx%q4ZL=P}U7NLNp{?eunslftJ501LYnO z8}4f_T|m zVQEhK^If_v&vKo3;~`T}XiFjXv}iMXSa8XPc#H8O)Vz$eo`{oi>PSA*c1i7nt>Q6(!@nyv6HgFy5QT1N41};Rn7$g0i+7(bZFVg%xVwAzF$* z92_8m6(v=43OJ+!XOR$T$dDrave))kBr>>lM=(|*wI_$W%?3kZB-5b6FAZ?W93Xn| zRCHs!*G`PO&5x23&e?RJc}H(a3;GPWk4UHkU=HhedLsjbW{?AAv5}gzrc5q$k^xqs zn^hf*M}|mHl6CH$q7f+ne~A0DVC$CTJPiA?*4pR%)1CWvH-JVr=7A6~kN^Z3q6UWq zQlxB3W*{h9q8to|8I~Oihvi4V_(?DJgQc)7+o7OE4OB=Wh9MGyO$eYsVxS1Hfdi9FRh53o{4%rF-hVgc2#5Fm?>YPIy;fCL4qs+v<*G6gIdmx>A|*;< zk~^G|P53j7krOTktm?&vaG)42m+)s5nVcm$dt!6{8pA3SrZ};00wwG&%Q3MIoC{Z) zJjwY;5lF&g;g>5yKB=K8Rz-wTmVKFRb23x!(b24qF_Y2}w3iu3ED5=UhCsH{vFo^6 zu2@IJ!Dt=jKFBLkU(U|$qp|xs@v|U05<+9f9&)hHThc;k^xFu@Y2Xo#k%7i%XSqAG zp|%3pi|O1(oB3#6H$Sn${>G-woW*mm=fQFe{{Pjm6$Z9;8}S5^1k?^ z5(?YEo1mO-f$~bN%K2CUS|ZFeU9;JBMjIX~scIK#d0m243G`E|BZQX9DW=ERehVRJ z4YpJjA_M5As0rF;_%19On+`7DVdAQUn^LM2QB?zMX)ie)b!h=;q$YX&m;rLH53#CZo{n1npDsTLvn^Rkwx0l z7`^41Dap0COh+GGeFqI48Yjzh&9vf94tLK46a&vW@y-#DW{Rbt26hof_7ujSl+&<` zA*m#e!IGMvl+FY*I-q5sfLLn1T##JyK-f~j`+8xiG~e>h5Dz4wpnT zis91=Wy0i^Va19y+IEfEak4N*BA3k{;egA6NI^vtVR#cy57h{&bP+LtqEIm}3dqz; zX~7}F@?tSVjrLrTZLiB&7Cxbd7pcTZRaM3i1sC|5!60;ug=%oq-s15@50U^S%X@GDBiBq2td zj$Oi4sj9ZqX|rt?jd5B}k0|wHaA3Fa0na%IBA@xcQhcHJsX^$Ah;UNfQ1&dDKVkC z{)u3%GYOrSNGFaw^);DKRolIU*`k8u-lRU387Xm7d2>+S`IHqnVOWD1GIfIKM#a_a< zBz*xHL7(Ys8HOE9loq5R3a$hcmG)Ld#A?Q+3gt}Hd0)*KPNM!fGlugl|%KXfn;4E&bN24 zC#^k}BOxq#)v!CKSs*O@G-jqCqGL@e_#1lDpIS+HR(*>7b9Orr0KpHHH;@8VqUgk<;J^SG3+MDIx7HMr4 zy?N-?#~9tK+`<*22#23!vbBsV2UqfEliLc>`1cuy1(zCp?NEHdZoXHG5rHF4#S!w# zKIL=cqf>gtlO_StMd&rxhcifPt#KP-L;Nwyw{`w1?l0xE9Unb@_~7pItyx+8gmhuK z;{Pc>$vE;1_K?#S0Ep+eRm7k7UYb=mTJ9~&c4Bf9vre)Ta}V~5hq)=D##|(7&ueW) z5kpqKRlhTFHAhEBRa=?c4g5_e@U=dxQAf@lE|^jO zE;LSHod8rb-}Y1K0&@Zsn?2(1aw-L7?rls8^{)5%O%>ymQWYsE*O8d-aQS z;-TN{OI7R6L>W-}L`ugH+h3Op5S#=@lYmG&EP8z<@#J-^y+kTmJuWiivWi1r=}hO4 z97xEjFUz+rwogwSu@&+OP!u#3+b4Wyq9wF68&NJD!rg{PZ(7pl6+cUIr0h(mMQr=4 zJwVzX^&E3$8=8$pNz7oQ{X(dJN%_rJBFXz{<*l+j?EbM12+32;BzJhD44e zSu&M*6@f zK-kHv^sD>2wOT(AI;GPk^Sm^hFO3%;rp1e!^4IIty=VylJ3z$0Vv@&v5;H7z(vZ?j znKFi?a!!$RJWL%`ycFTRJ4?$>oNjJqDLQQkJb2<$VtCH{G=d&yMFt2(sYBd4ePhf0 zqR|-#X3VTbK-`+DMotL&22&K=#X|xca$z^xwVAv`fSY#NssPDt4p%B?#Usi@!vNzV zHjW{}Q14F^+Qa&zO@#`YVrA!22tSkB6g!;17Qym}qO}F*>KyHV0WF@s^&*t{ke`M;{itmE#Y>jAK=(%97MTU<AM^ z^81(8|1DP}${3g^p$7YDtEyAfzhYpCuo(l^$i1aK01bjrQyh1EMr z9EZjyGc`U-M&^f6K>i|Ew_9H4k4_Uin3pXdY9XHQg%DG+Xf*byFQ; z!JkGei(qN8TH-BvWy5eW)Ag@^P+OFV-+{Je*@-deM-xLC4%Hl)M@@~4Hc++9_Oa0=t= znM-@YS^Et7J&Y5y+wJ)7qqiU2d-ia3CuWL{K7rmg(VG+|B&j8Mqk(AHfNHrzLmuw; zbbm=11jkr(pafC1Y>38J*T`x^yK>lY6V+oP^i8U3FMtfKLyu^MNeKT}Vek^>$fcpq ze|QFVu1oYJ&v^nRAhTFC0}z_4qH`Pc;I%~Nu(iRroyH$64lv38Kc#6=1qAPx4bYOGFZT^6)PeWd_qBKuWrc_IG$D?BeKw}hCqIQ zG=-_Z+Pf|5dkk0e7HJf4flKYwYl(`oCTlCNND?)qwlC$TDb}lcUvfACS3Ctc6>-7F z%vn^1ipbWFI{MY&j_vNB^AFNhQdyFUl7#1+2gRM176cx0NoFc0_40L=C3QYI${CR6 zT(R6$IUg~Eq&y|WEXllNTFFMRAP@*Qu{VMuz3Q4nY$U6Qq%0qY`&Q*7gc-*~XC!ab zrA3QOobsz8&=iL*QAM|eS%9q%$|4Okw59BSp}_FtGh&ER9J3j<3~3!>sP>@3SSnaa z(1d%HUAvcDy7C*oD$3RhOIe7lp%r9}OD_AO>a-|nBHxrg(X?7%E2oPuo94nAXo~L5 z1q%s_g+O9XKu_vwWkK=v(-%Qn;nqbihVcOxG24U@=rv^xwd;YQsfXr`#u_rXg!8S#}b&1Kgb zkwK#3VxB0gTS7)TnC803xCGK9#IuW^_9B{rW72o!WZE~2PyQf*tB&PC!JGmDCBh*@#U(s5fBAkLqR2y>#j$;e~!tJIFR`W$wq^FF61jadq z<(1`)8Q)NsmD}u^A{53JuI>BP#NJtIG@iUE6@uyP^0sy|iO24;z0Nn)AwJ8Q2OW;r z9|#DCN?i2GU{aQ{Lcd<$t%J-G#etNS$gY}lxknW%8WFv zrzuz?X*I~q9zuH!xrc6JNLwP^&HS}A$jz}oxqbZH{p;8`f)r>*W3E?Db_OMyKb2u( z$ZRU=(Ao~j?uvz;9|?=GJ7RcbS)z=vz6g1wP)u2a9pz~$gHFlmlN)f9jIr*P;egPm z6jLWMnWB%P4XGe`Sz%W&P0BC-AqE6B%(wQJw81Hs=UUC2JYc6iG=zaz1Z0s#1|ZM| zd-^A7;y=%F8J`=L0bR(#0FZTOUDE(Bzv`Dyzi{6yh?#rrket_N*P$+MqLLrc%g}H` zfq8>%)jO3%h03w+7?UHnzc0Di-RP2hIUn9r20wvM1WEi-F$S|sIa^o9B=v~NcDhTu z4P54F9)c!qZDUzf{Fv++l6;Eqo1vsO@!5a)*F#}vwGQRNRm~TLmD@fQVsw( zZQGOEo4a@Jx8;zG1fXcpwp?FbwXUrOJ+tadvM0R+YG@K+lP3El2OvdGDck9taJMCt zO*AvVwU3jiRC#4`h?0=1Sw4H=PaZ=VoQT|8N*i`D?I;xC9K?fJLC=04UBnaIF#=5! zi+N?mG_o+-nbi6MPmDGZL5tm$3JF3jEOb0~Q#eGgfpcTu-T0K(C6}|i zEq%c5PTgOp=gqNpr@Fc6O=`8T;?WP~b&}7J720$^tVsiRe`TTo#$y z*tO@^*fG9+c=;FMh}U?GrU3XHb6QCC#R{N_o@6Y2ENx-UmPAjmr$@QJo%2X)ln)OX zp*6iH^zM}?Wu=0(&`QL`7*6>_0@9p=!72hQ(zbpK%MjQgEc#|%+p30C7la|l493nm zDG(H0kVA;z&*m_f#4xKw`F55ah2~HhC#gl8ssNuOs~!u}s|xKhG1iGYT~_rJXxiD! z&Yp<$wg0jP>fOuKuc1nZyw-Fd&W`;B5dE^y_V?oX&v~;D#@B4;( zS^k{F*I*+D!}wYNlUbW{KNO!)HM|%qSEnv1r&RgYFY@ml^jiB`F0KyA5kvM;5SbJ> z+%hc*#Z_l+I|#GedAxTmrBs~=WOPHF3sUHGm2@(37tcPkTPfK$O`3})BDiUb0P|Rb z{Gp;4Xg6D5x?VL2O%r!?D$=g5uEWwbb$%zQlIC)K%VdNK!bdPj4nstI=rr#|Q&ug= zd}(nLHEh;}Gjz)j_7MjO9>frW$HZQ@cb%IErATq3yp{4lVhHD$Ub6{jWGl&-dXgAH zI=38D%ygp{^`a;pVf(W@heeP&gvZaLq!=rC!j;|7gn&3rrBxBEc8r9C6@T+rge~!B zxhskQv|M|MXEQd*+2^zNoq4J=(28I7jbX^Hd&%~vZxo27-92~#Kz$UT-l+vERb6mn zIE!?KV`Y;{VtIaIR7)1Nidyx4Jq zE&vf^DQriR2p}mrpx|!RyNJmG(~#ksX47H&Y-5icJHy28Ycg#9j1hw65q7ug?qZK? zL~0*IIHE2Gn%wQj13%$F%fQ-QskgLdz#k(UddMx+ z?*cvbiRM}}7uFFgHG70B3*21w-ovk%0E7kRXR!bxd<+|L?ogZx&@6Y~>;O`u%j)4d z6PR?O-cSHtNkQ0C!4B^+=W)5?B9TL?kkulV#Rq*;FgdrdPYwbSdA2?C}Bq*vE9#f zDpwX$&FfV#*X`Iq43Vt0au7x>@U$qQ=%VQEqT&N)(>9==AwjYB?Ii1hwn)A3DH^*Q z_SDwy1D!zY?6tS*J+1rBF1Lcp+xatzb_&?;lrej#nk6$IYcNgF^Kaahdpc%t%b3_U zM$5HqT++*z6|lXaa!hj>O5$3!P^cE}I6UTWHNy6)$K13lnB^-kY*09ebS43&!46+; zaT5vXEcibSEk(7q;13^vb%+^FTR~*qnd}VKNQscyJDgT{_L0fj0xB%pk@9io1L^<> zD2kY_*7(K6cJ3n1?C@y_SHK~#QU$&)DNb2Z5)4s=*cSDX29>kRFl|r?DhGoJt!fa3 zL_T64a_YYD*&1sj0>7E{K6Kg33g&pLXHv^ zSf2#pz>zX`!o1YR$H@J)cdm}GT!Da}7p6^PAm(cVxZh={9AmFIFmWQt^>;yoyRPam zIq!8BVg>vx<5$hWP#Nolb(V%2BE;fhtj>pt^6vO?9w-pxE51#Z56%`z!Vh#&t7N<6@&CYYL?7{B7-C%d`FTK(QoK>aP(M*4EfM-{f z&UF7>>9Sb2qOvIOD=Qlle@m!^cw_kizdoEgzzHK~jYak`=W^GjwR0y;6HBy&_l0dc zcSmf@A;xcYdo0irrjn4U@yUe6eD**PTee;lm0c?mBunlmMXGtGe0U|7eTvrpweVmh zRHFhiv!)V94;3_zxJ_rN)_F1*ps`F=LP~BQr3Nn6!g9Si1WY;4(!m_n&Bzi&*6Ad6 zJU`E#Y56{y&WJ6F=A!??b&r-Ma!q$~bA}a`$?F%}zA;)4F35VvC(> z92ZQTn=K*H?jtA0%v6|(V(Y0KHMau5_NZZ1t8hsCx0?cpGh^yL*)D!4c)<##1DBj3 z#3<^U5JzIFS+7p}8yB9(tIj9$U!^Z2r$7otBqs|c*+tZ`?D{Hq7&jpz!>29$$Z64; zdb~xi>vwrKS_C%&g`HOlI@$*G;t8HaC5bYGR_qXe^ zF0|%)!8d)Sd-{ggJpF>?tA4{PYe(}y@-tJT^QuAnGZbTRU*!%k&I`4V<+h5c(3GFn zwk2aYgpe(`=DMTIgR)7Tok3eAJOAFng`AImR~@MP?@5lh`nnBAs&wX$LVur4*$^5RYvDO1F&)+E+KAY4XOJo6GAwe5*N1XVjMdTt5Lhhh z{;52YI;%mlA8%ZUxnuNN?ViYy_Tr;#e?FIBIArYH(iS5lD*SLo95ySEsuvp&iXY@7X4D})V&VJh;~&UJ8lP$tMO<6YN3j|)g>*Tq*rRI$V) zzK|kk--p)-YXaE&mfj;5kqf=ie4V-n3e93T>$g%~!6K(YbKs&h9~9tx?XsMRsiQRneLe^`V4okupV%fs$n!Rx4K3O5o@90t;dwP;94@v}N(bx13~;YK!Zw zNOGQ&Dzt=3%no)`e&$&8<+)Xoy+B!oG6| zqfscb>}TT99CWuAC_UL-`eH+1^h}knYFHNN za#S&HM@-ughRf>n>;@Z>IG<-V+IH z=VhD*U34LWuJrbGw0r8Oizir)sn^qn=diLf_Bv1Y7;x*^!iLf&X7M+WJYRyKNxdgy>R+4;Aojn@` zPjIR)Zc$ig{+`zWYOEz+VTPa~i9+JkEAe0t$>kkeou`wNWYWjD5|nEKgH01vp`!r2OTCD-#t$@F z)q;f;&?tGWBcm#Wd!l3&`51t^nYuW~CW@Me)_L^iP5J`C6ggL>=w7txgdL=&m_cLd zlSVlYlI^Fi*^0tNV6cd#e3e?tKx$tdQ0GF^J^)IK#LcngU*%HqJF^?4%R_o&U#T>{8Xg$ftW<$Atf0~AEuHk zr#@4ZfJHz=mewRPTEaP#ayk=HI~64V17}uB`<43fuC6I$;ikz5pp6+0#n= zY~c&5?D^NMiD}Rke|FQ2DGoa)B3(9yTO8&Fi2zQfJIW0~Q{`xsU{a<5zr#OLv&yv! zZjyas+O-&N(2datr}k!^_E?l|d=jYeb)Y@Ejn(5XO~~SI*darf0h`%@V6K zi(UE#ZtOO(W3DAzJ_{}OJ(VAU@l!Ngi7b^36yaWWl}r>eH91jX6B%a2hmjyeD$X>ieth#Z(JV+H!i-!7L9lHRqYWpXx1m?7|E=>YhJX;{=%Wp zUS$4L>zDzH9Au}%KnfAdb5?HQMB+j~tfjm{=^{L-ZP*g8ZbKAeFqQur!=ZQU$*;~$U6`;a|1g%ZW=L+mx zDM9loIVXn}dNJ(;t_?{wVaIRvYL>nAC8@Q%t7h8kU?yyniMG3MshgDN8 zlgMK7?lu;7;VargHz<`yrMst*AGv^tlC^vb5IIH5zMytRWZ)b=IGCKs@4^t?T{uU8 zNV2o=LUv>iHqq=Zg^W5{?>=Bx!r*6rz(@j`sF)U0;tQYD+9uD*xQabO=I-^Q{2h+~ z&xd+ej<9P9Qg>ik@>`6YB6^z&&QgVA-CmoAaMk3Ul=$?_?Me*RY`6KPF`tl12Hn0F zurZGx!_*9^3MVO)^wgICz}O;04cW7%K54q+svyyYx0zA90zjo{nu|^iGbETM)XZuq zlW-Q&8CJ;Bq=}&G*Is$^*Z=lihWjOqO@@1+om~A;c?xYA5hH!4rjhaz%ofFVq zZeK6J0lAvytWJImRs=xPjSEB>RekD57hp75uaqvoE0o=tXEpsS)7qaJl`CyMK@##~I;6jTR zUcpPUDSsp{{nD`QOn8=doZAAmk^sg%_MEzI+ih!ywjN5jV%pi_7SbYg5$gSBCd^1u zqd`?HhTHs671+I@0%bNI<4OaF&=GrVhZOS_Z`FcIy?^)KP*oWoy@{PLhDD?S3$tcm z%8-j8p!VB}i!_l%WRZ#4XW|OFMzPuoLc4de`*sI>4&_?^4nwQ6vzl-ax9IW&UqJt! z+9IW3^^|%mzam7y95EDONZia73ST%MhA8kQV$G?>dCeH;$()Mvbkzj(rj5P#o8!&( z^*u$?gr4)9RB;u(Upa&WVzYORO3g}cMAN?Et=2FP!nu0HJ^Rt5tBYo1JGe=NY_q0KGovyw14=|G zW2b=1#3TE)9SS5&wsJX&B*OQeR|j~{p%1}=h~C6=7Cwy>x+uj|2AAeg@@?Xx6_Ey& z)|R%k*7~h}`qN+exnKN^|N7T||MOqpKKXD70xip0=CYn`hQ*^+=_vz)Z=mc&1tx42se!ck-C! zdkG23_vbfKROL0rP7)J1fL7e6ag8GUJCVd=;EQu4} zq#2sU4ynW$je+pM#-U|<{YV8h!KxFk?pRAAzCnB?)stNu&o@xeddZH4{WALGQPOrL ztiCRrlvdAji>#f?{8uUfj@xl*<9fX+%nz|h<)YXL@JHlKo7SnF~I zIGVo;4e|i*`E?+y7ES|n5*ZN1pJkyrNN9A*;H1UJTtcMyK~EGNs?UT(1iDzPz$gsJ z^i&zFwQdvS@y?@n9^8L^SyuNb#@4MY?y{I=vqhcH6Pj@iEj+rLm%pbKA$~gp-F}qw8;wPk;sdl^ zrI%VzVj5_NB`fB^QTaT_8zhxKFG@@^P%I!Zr?$#OBpB%|w@O6iIrnaW4cfHX`kwn* za&(Aq%WrOJ5YdIxNF4EiGvT6{%40{uNB{anSA<;xJnUkL9TW zTyV%_Q%enJtv+M4P@KUNRj7{E+Ozkc6R}4lC!C)cU)rmYR)e&XM>%Jimu`^Lmckvu z`(h6sx0MW>2Ye9L8FMZW0d|>I%}n+STAksB7viLc(Hkj*6Hq0rNvICd$ETaCak^@4 z=wPo_2JF+>RGU=Lz5djxUY$-wgF!&e&Xk6zw6)1}QkN@X_)X+QRqVuZfeZ+6dwkeh zyE@$IO1{cK=qtS%d6X(vU`mtI>GP)7455G*R|qTNqVBC}m(PCgYyasl{OZsD`p3We zHl6?-`1%w4{%5}Y@bT?SckU`0z~Fg5WK}=gd$x0So@iAJ>O9^FYAG!9d{RVIenlG7 zRI{~Vgw&p$_quC4ta}E#P@pNbGLg2I!SrUQewTnOyp8=aHB_fk#bgzL3Yvy;pqiD< zw;Ac~^?MI1d)&nt7<+A|^J5QfI{!I+oZgi*?yy|*|EePyJY_0_Z4MGx7mgWmrbiMM zIg|z~F+lbw+06v8DBqhV=>WRegBl5aL(P`y_ff9T17@IPWz_hDcokS@oeoCqoXG!Q zUSX|sd~BnvtM!+r4E7D(&%8p%Q7R zx@5O!QZZ&JANmb4OC%j4oPq?*X$%p6RB{Rdvqz4wZ7Ny`8uzGZ#S5`UUebL&VnBx| zER16rT!wB!?i7n8LRw2w`<@tubDcAZUmuq1=bwil6A(2Bo7H-{9lnm@MUchrIUJLM z%ZU?MwUP}Dc=K-P^%W3p7Ph%YD^y$4C&!1k$J6r<-s8*`#faqB?v<-nldV*6QZGy( z$$3{0<{l{Ay~s;1zO1U7o-#@6N&qg?l%&YhTqoyHRSl+VrUYe*a1S2^Cp5#Sr#QtJ zTcpaw#V!h9JbL)XovS!*7MmCGL(tO|7G>BUWK@tSaH#-PTp{(3{kscd&wQ>Nl<(3Y;*!cjYjPyWO=wZv z!wmm*ZRP@@`%kEQ^H;LJEdOFsjl)UK*}oxn&{j@>f|yay(8;?3YHWQ}Q!CYLHZ32t z&TI|7RN(w(uh~6b{_?-mYo=&=M1lIa(}nrZ>IJBkIiNtdYJEj#Ood`jwi`xBYEKgZ zphRI)oBKxWdTo$(SxhW!nI-MmGu9K+7x*k>3Za4AUsg`!BAg^BZy<+r(mQ7Qa_f02O<|AmSb zT%Y)C8p2F(87VWwaYvO={b~pM{;Fqcl(}<*v@x3Kkf^>1YVsJPLS_6a5l;w8LV#z( zD%uWefC%4(5U8Vp0!1V#uiE%*(DEe`t-$ zj2*KAWkdDxx40(MxwKx)+#A_nbw*!}Qlx$X!I>=Ty$K<*YptA6pv1b;k>rASw#3Mu z>ZMs}6v|l3i*=@cAK9dnbzP~Srzo@hRF$TosrUtI(%>g#h?eXr+U#+nY3AcjxTR@Q z807+5dye+b2YXIh+>?kK99LGq#j!EUeyy3x=!vvC8$^nQU3iSLmXX+Rjnkgy$l&QA zoqm%G_7P%vE1_~18obn`oL}UB7G)`(OL$^{f2DYwjmR*-x?AI78wrMLXLfOI;V zU2ArYdx8erz%ZhfiopRy5jM%3Eu40k zMUC5-&T@0A>GOH;3PjOrtS=YV?o=e+hF#Q83k-W!4NN1ERki9VrE9yR2JnHiZ~^%E zNiaM{mRX%xJT0|hC5%HQs|-a2v3VpnsJDDri(R#h7+;z40M2zvB-Gl|VRKKx>%^jf z@>we?Rf!Y|OfA~|#F#WoIv+`QF)5*XtSPFh_YV*5E%!(7utLzuxFX|QZ|CPp2NQeH zJ$>hQM!1!El?YVlTay8vdU3^>zH#Oii$8PGq4#`aismIi#D|#%B_r!8VJHu|)L-g} zb`RYcF)5lT?16b5O)hLc?ht;exgrxL9%>*| z{_HggRE2PBtsw5H@oC%`cuUls0vd!Rs}`rN!L*X*Y!~^%nX^=`C$r{}O~menklfVi zy7QOp{?b%Ww~357O3#LLLowo*4a}-@oOn@>X-$hdw!oz*MB^McU z`4xyVfASQ9!wv#gXJb-eno3Pll(Vt$EL0!7D{X=2D)sa6&~+wG)+a6I)$^UvO9}7; zHlr6NN!2&pV!9O*#_kgT%GJ<(n(T~;xnP;gNx)vrEJrcujDN66{E)1dlFA%COTY!2 z8e8AH>*R8vpvINSW!Z_K{;3g!m3Eola;Alh+=Vj6qCZrDV%W3fWN4!}P1(%eyoi)! zDtpUlnu#9Gv|1%QVAZyE*N7Co0-cA9Els3Z+y?Gj2FaY3y+$2F;b~z;2}3g>pyi%W zd??FsO*?JFkyL0cq6v+k)F%IAt~ZP3TrnWfF~$HIIVdqJ(L#Gw3Z44kCq5FX!%cUd zhLsg8 z;oDTGsVzeW;8cyDAl4s2+yxh@&y!RW*K~5FnoX35O}&^BfG>&a^2Jx)_>JHFYBMoR3 zqVNR8j-{nmAzShbJn9RXS~|$Qtdm?RuiPYcnJFMOdtlhjQ>yQ{Fycve`+x>iLZuaz zJE*E!SmAofz0Ea?x+~pfY?=>{?)u#mx4U5fQ3$4dwkn{*cd2a|^PUg$8@?v*@l9Xp zBhGaFtOX}$H`r<_VPy(`ZiAbBm>N$utn%@#t7A9dkoJ#amk%TOeU5>naM~gmJ~d=clY{m zC9SEaBlfY`H22woreen2`Kn@y@lJM^o_ll6KXqz!$B-OFs6>Ulfw{POPe|=ivXNqn zIbHSnlq)FP3>~*98DlWmsv%cVMNw(34fymMci!pP4@ zo7mmQAd_{vI73fbC;ybf9P%yratRM8a|-DUHza{e&+c@OK-li$2#Efw zsu+C?X0Obr*dcwf9F?7A{yryqUf98*2RIwwOOTsWACM{1S zV>Dn&zY4;XBUY>LMH>K#JX}b`r@G2~YEK?{Y!?cwDk5#`T~ya)QBA}YrW1reLzKg{ntL8igO3TR^&@H6 zaSVB?PuK_mJD@E~hkdNc)G8*S9Wf2PxAaRdcOump=LA}JR~D-*-$vsXoO`*Z7GV^6 zN<>#E4t*4@ytKE~tyK~))ErK)GD1)m5a=oZw=0u!>BPSJW4%ZXX}6?qXd`WPU*g zm-%PJZv)ekV+>;ecA8c3dFfz?Ib=tD6qdLybL z)=DBEgAd29N2#6gpsA@&#}DUh3rIg7Ay#$%Wkh9pJYznb6<<&9`E6pN0zA0qOwQFt zD-s0XYJui*h6JGJ#X*68C50DS*j5yuvel>saqx|nvtdml zi-)LhqTDYPq|laqOguj?R!p)rah?|7wJ|#bL$*P`TT=L+^!IqdWtzC(DLy=l7RV2}&0O~XWOtn=UKOq) z&t&rGO6<%~jg;SH&^B*YKyJ6AK-Rkt6g~LnnOHxvCTj2)f7?HGO?Noc%I_)~JKi~D zS7Vz(m0_=Qs6ubW=Bzyy$k5RsB8@dH6XSK4dx+1IofHgw3RXBO(;bRpB2@>y$RgyU zz_h(9RY{7=2%~Td6+%`e{t|}ei&k2@zBI!0YsS=dS(n8ZzHrvVWsKbQx&s4_@f*{7 z-pYBu#nA0f1sM47H)A2qFixp~&io30Noibg)@}9Vy1P%OPgOAbw%smmY3+J$s6cbX zD5Z%pSB-HZ>bD^kP$un@sTp61vpwFB&`=e}Att{lVF07Il6V7;wiX>;N^Ccd*nrS6 zhr-BV05%mB=!j?Kd}YnQO$G!?C9exAS@SY~k@sR6Akovn$7;z+V6NN|F-dSax}b@mwd^sPmmo2s_Q?fD6%y4e9EZb*sM>*RrdUN|Sz6;lH$cFB|v0Ls7;ndYGgK^oSp0hR4$m-q0*pc=zaQ|OLhuy;!eZKxWwlx?si;; z3BVe>t#oUA2V;JUkBc}XNcWJbB2-B^m%zcRol@;hvu&HF5v)_rkBnMPmtbFb{HTMa z84ze-b^>07wEDjAyQqB87L*dY$#DlE0fwbTQBNIE$}KU zTof0}*L;kD24hZ9r-ukqtM&UJ1Mbb2D%v8CA3t2$djHNdsw!s>F-%xpu{O0$Jh&8g zIfZQnvdZT!M|hnBYdvNL)xw`jkJ+gd`_9-+Cdynoidku^y~>oyn{a!MOM)t_5__JJ zN=ZRqe$5UniJWMzuaW$)2@p zA|nJbu|uZ|6?d-gp$W$3m2lHQG?hlPQMm6J@zrclfVt)L6s3s?7FBql@8U)9j#D*2 zq*5r(tW+a<8-7lk@sZiJ8MCS%hC(?HtAUG!&*Br8fn2{4M6x^6Q4tJeyZq?`*r5d~ zPio_UXbUUOvT<$McI25OHjD9LZ&b`$SQkqh0(svWY)f{>`9y!nbbM)of3nT zI|_Po30-EU?_okFzD;lTuUs_q0_2E{cGgUbQ%!Jmwv&wFT|AV?CYWcbz~z&lu`_Qk z`!cB*9twGGmKhTmhUET-ZQbT+HAZg;2jTxL(6FZi{0vg)%<{CInaS95<(x@CSyv5< zpJJ0*)LvA|eO;5|w!Qu6Q8$iNr5C8;=JxpRyYF1LwydHOAR{ReV@1wTE|5J3KeRwk zEde?k8vqfHl+$O~WA)QwmW40Oi0%C1ZMi*jx0O9)_Pyd2U zmL^w1c3g5aUhMQ7F67WCG6E=fmXM2Y4B&h(*)aa8ul-85O+^)PL>d4ocD0Kq{N@BN zd+u%M{X6&i)}cd+Z+5k-iGn@%_J5B^_dn&Hc%^Sja}%%h@RO&tGVHuZ=D?+V@w9YX zn%CrUQk(%dyR*g0y)!xM8AKLsyFl*cE-z7AqowmMb{|Ti&r?DHN8un;i{gaWa87Vm z#Esv1&W!(csXLiCq37>%usWf5xJH4Bw8e@jW=R)7J%3|ZFXE|ahe>)Nlt(Gf+;A;T zis)^Xws4uxz8ea)4bci9D*crbGt{|CM#clM@mx|w1d0g1_#+ZT{E)O-aVK*R0a+TJ zLFSdj!ZCPuq?`m#hm^W2n6@X)T!dBM#pw}VRxeFZupe@!oJHi-i2?KoO?*8Axu0tC zm4HO{oEcR{3rI~S_iWk(k$T`I(*~3aO0tJ(k|sa zPpUeTqM}!sG)aE48Y>tZIjxB?753QOS;!G?r{sq;91^=9l?aWt+^bXks)*Xnil-$p z!`64N=*6n=%Nh@Dgiy|^WtG4s28|h(m!NG#=!OZaq>e@FA@3e%ifdCH$IO9Auoqt% zw3i?I_;7Mh0=0UST+0=a_VCH$*WY@m@D)0q?jukg1OM>TpZVA)KKPSA{GIpj-?77M zsYtns*ERo)jxNf=MeDP6E?Sk0BnPMdfF8BoBO{3%LOz*)T1{Y4jGa-cqT_{XP|Sn02x{t$wK={tvWM7wFUk$ z(%F=orWvM)`a3B|(0L}u# zvp)9vpz|B|%W-w|Zod?RC)X8x_9R#v(SD0=C&@+WZ zB_+GS4h|cktfdW&Zhgc8XriM^SXFW~%XaqLWO(0Z=Tr3NY**qh8gpX-rfiDW1ovi| z<9h$-OkIl~Og?+Fkt^Z78HQ#!aRwXH1XewQn5YI7J@1KJM7SA79MqWz#A9T1xZxRg zyj9AGGdwAlIEhp1ElB61iUFPlCPC8lvy6$>eaQ#U8NMo=-Dg35swhWYmry0RHDN4W zbS_<22;w+Gj->`_VqUV^9$%H(jd;#LrE%&kP>$LdU7~RjtD;j8MT=tzY9LjXWT;Y6 z05mJ8hHQNJPjm2>UsG0ncW>F{g7FUwqa>bh^y@^Wz4h+HH{X32TL5_L3RN6|kA3FV z&wlN-A8+5&r47-cV|X4;2c!c7=mJ&rGaM`}@~yb6hJ^VcJt;#Aoo*-^mYU>du;+Q{ zT#5>b?k}qsPa2(nDB+8FZ$$)pksd1=FD{oFy^RpiOkCv;%}@LsAJy14N2R2kCjr&y zV+UHp*))00U1lrV)0rRnU9NTr0N;{NW4WxDnYfd$C+QVTRL$T*N(W^)CHm2G9tG-^ z1~eJr(KRCoPh@z+M30ulC>!wn(VoBjLzC|Er8hf!ir}5@0W*wYk8f+aaZXR~7_)!v zn3Ev#^otd?&qoR1NIs`fo&YJ;C|W4?aLwKd!XDU2@#sJSWjB{P_Q-6gmOiT0Pi|}) z3vqyHv+}XPtNJhTP3!G~reen;X!+t?35t=GP>D=f1dHUNSkc~)sfP)Jt_!)`#^oo! z5)C$C)x(cECPJ@JCle?;g2gyRqARU zY^fri^)d?UHDH=d3M?qb?!ujUQhzI;wh?Zu(}+*ZguubbUFe1aeN1Q21j<8N2V5;Z z@y1#Js9=a4B-Qvv_NQMIjvIBE#!kBqpAgK^;@vAB>r2Y_t?ipF;rNcZDTT7MIDac8VVw=roD)6ZZpDGko;l?#`V7g^ z7ep9=VwYe{M5_)|(z8a2NyJ<3`+Sxzigsd)aW}%4+i1ObPQ#hEZ(f7o9*W>FdGKVV z%u+5gnEXPnWa}srUjm>j#??9Ij|j1&J(NCw>2OLp~qjl1!hbf;0-fR z99RTv@yUA)lf4{vZzd9Lyk~8|{7WDhqc^1qTIf1W4=So#K8XwKzK=r)o0qASXXPaT zVL+b0B~hBxIfnDNjS4zl?C;OUx#xhM%S!9FjuB^9McAr*6yMpDZBLNy7fnNo=fQG< zb5SmYQ080MKp= zpErxoL|VhzBu_LKo5ZK)?VNSUyIM40ISuE4t-XjuDCRejFuDoScWGRgUPWf=nV&f~ zP!cDWK;sHQHTSr38i3Ak!j1z0Cof7>bk9IrAQ_rX3GH+0+%Fi4A$9RfQR%?tJtb&MG~a_-2b>T;6=P&+j2 zSru_g37A;%D{w8hY7$|-Sus^z_>EB~oW>JrK@SyMlp9Rr6)oeZ6cX}H!y^_}uRzLk z<&gmK4PIw@GOL2=?-aC6tc==0vh#esHBrDaa27#Tn;=uq46#lF&J{We00gR*&2bX= z(G0)UP5B3bB@_7(T|bT?l)qcrTK8T@cP-xR!jc`;KK(REl zlZn=d-grk)Lobj6N*+aBMv~>|p%%lTXB$Lxl>F1|Ml)ECMMlpbdGVZS z6qn!(O-dUR+HxilAI#IIOrY$BgqXxs)hUt!O_#Lnz83FmvU`u194}iOQBR>eL1!Si z^G^20j-(`173?nq8WJDQ(VLST(5(Ut76~aMWMDV&NkN|ejiu8)^JkV^Pt`oTX&RgW zcEr0tPNO%pRTgDf=iQNlm~Na(phF;*F^@}Xri*z#9K}W z+`gPg?!y_qN&1^fk_!0R@pRy&5B$79A)UCWva&*>UmviQjACRLVIu-T6MFRl{M`F9aq1HgyPeXR@&#O%HKq;5`)dC1WM^QPV>mdo_((iOGu;KOu5#tNp zhFqO?KkX_Vm!;K9I8H0Eh@NOEWkz!bi<8sdvt$2Z^mx&N>NQgUm)A`n^AFRi-Fmd6 zkrY`*?7^W-_E^bKg_fsFmHoLxZA|D%%wN4kxG;@CB2;Rbf)~Q-5nZ@vDJwubl?L@f%6#Y96oG*eHT5A#$af+Y{c{jou z4tR*U7f+q;ht&#~Yuv+^8^R-N*(k|$xVS5_1`BR zEF(m;NE)-|M!tbDTxqT7j!wTzQ{-{9TnN*=rGTNHwPf&ZoI0IOP2_NOPs`k1BsQrF zZ%PHqvTsZOHK4?PgqHB*Wx-qR>4X7vu|UU8+wkWVVwggG_5hCa5OFH@5l!Wg+EYh@ z5{hxiyP}bxlrTMsI7(6!s(qEi&w|Bzql&=rOi^_5 z6m=|NbTk*QG)O!VAm-9Win!sHkDzJ=1x|?Tpm?sqZ&$%Mry|Xh)9HLC;1Q~!+XW^l z`og5(gcRpm8EaMbqcBwK6-xV!VF>IR9IJAcj+xRb|pWc4-=GEcq!TN0FETGkm?Y}~e!b+3MGA!^omj!pVGOUo z8fBVMwmM6dvHf?rLwpqQ6cChoIW=rV1kH}?)Y$1X$SxLi#=k^o&C^^mB1u_S%!+iH z5f(Faj@qDbFYZi53R6~`HY$-fgE%c68k|=RNGA+}QUEMljIx-i!OZ?#@Eh6X%%#Lf zrv_6L!hcP7Eu5h+eTJ&4L?DRrY+&JaQORJ&dCfsUnR0D110TXmP*e|T(nWy(ysys!MD8U#XEP_p~GfEWRcm;<$Qog zud!w(J|@6J2g#H(!^^6+Osfz{T0Gi*ski9UI2FjkDHR2xaY5uHrhWq%g`lX)Wh4)G zh`O4R@S0bRmw!`$VtQR3f>-mN;R->6mLG{`@=qnOLZvkV z+|+kSngeG|N?V@4|9or7FF0GLSCPb}Q5AZO;pMNKC`V%&iKyC^`n_jTKQ|lQf1duu zTPm&Z%Q^U=F@uXG`%a|zZVoUr(xrETH^8{T#w>okYCJz!yDzKpj{25Q9wyHWZf4o- zIba`-aCQm+&7b1G>{icSC5=;!-Iw1qChDH1N_&mU3{A8~odt5F#CmBcYhX%-Rw{MU zBb4!nmF2LC&@*ys-F^Qk;I^|w3bKsTzsLP#se~8md%J_+b+}&H3 z1l_@iV1S%K8jvRvlTycvs^FLL%Yi{LN{_HB`?7z4cM*h62&6RdbsYQYkZlLygXPsA7DURWYHmC{PNen{>Bsc z$>9W`7Np+0#!D|eyR3~6HNvyj*G|EyUXzzas5)1crD$}tcB-MHHv|RhhOcWE6e}3=nc$|HX4}AS`mqGz_i>#?T>A+s8hddd{nIaM0cWrTQXl4)1T$h*oCd`2@emH&A>liq7Wo&b1LoI$*0FaAHyDUjWfd_&$>zdTx(R}6TPzJc*(}4pS&+ z-=4#EXkwa^|Cu&o%dWd;8cSDc0LuQc9`Ya>04Na@1Apf}ZwNY0NWZ z*e)T+=m3*&Ep9^uaJe=K+PV`VRw!0-YycoKo{Xaotat8>n1fWji(%4utKP^&k^sK9 z+k?9gz}#j$Wr%P;V)d`mL>6g_w52V*k5|6-`r{i!9YY|Q^>Vf1!QDHmW83=LvU<>5 zo4D8mNv2meq-AsxNJc9Nzn3G=Q03w6!`7BNcOP_}#9?B{ZZhY&hoa0B1~aL2>_ugN zqn4%%vx_VUA+Ci}GE(RE_f1S>6l99eK?}Py9&2j8yqE|PZCd-%ndXzUkQaY zhzb2GQ&Hbk2wi!!6q_R?phy%fFMvSTncWh(RjaWHXgnV*TMBDE&u{SxByT2n9TO2B zT!~3`*^dkF<2K!YHmi?!8{CS@#nRw8Xc)zFSeC-M1T&S3NEU%X)dkA^Jsn#CD!2QX zIryqYRfY5)S~wOfc5b^os=6PVOJ|@jEs<4I31Ze zV~s})Y&dRYBEMYb36mIY@>*!H5nq?_)-iIUO}|L}OivxcwO>N0)v)teFITM?a^P^a zu?%O}LG^}YY8g+P~@)HYHb2Wu5z)%De#B18u?zzLJ$V zOHe?Du!;*%7BV`hPAZ_vFm%RF<_EgO3TT;?LY}dks)(ICaWA+-wt_1cUr{%utR@N9Fgc%{g~U>A z>CTC7%K2w-NU>Cb*z?GVg~iBsLCyR|;o$%$k0Q}jWSwGuC{!u0`WOV_sq`$wR@kR8 zz&%*iSNXdD%Tr<=Z^B1#;WcYuwiau^v(bg3SZaC^Ka+P7bcHOY{Aez>rRBUh@T zTOB$?TN4>+N*v7ur^1QjWG14z%5pdyl;v3J(w)Q;AMGrKX`5QqQu1u%9@TGucVd}O z5Q~Kede((x&b7|XWLH!ZdXWZELb=MroekC4%HG+EL5*l4dh<9Tokx||4m4sWT07Jj zQS@EGKp~b^>U{dI+EarZ^&~?M>p`Jj5bW?d5md7%9CIL>aG5R%t#XQ7ljhH}&nxc> zcXzii0uVBxx=xU8&x9AfD?&*~C%`gd4}KcHWroG?FMuTme__r^iU%swD|7BoczPPh8S&wuf)H$L$4Gxy*?7CASLbGi?T9THC8n)P>#+uO%$Tkl-m z8$QNzLpUJ8dUdCX9S=H5r@q&E6S-JkJ}-$aIv8uiu|czREKIt(X`MwvnV**`VrMRK z>G_A%l?bT3IXp#SwS7_>&n5AsAZ(YLZscNymUV(@82qif4|gV+e|mUkOJpKo+CTT0 zkll@qn>>ZnNrFqS<>c-9M_wm2gv+7^=2>=`HxP}&IQ>4F(q(4k`|yoB=Rk0Xw{F-5 zxOu#3y4FCyfJSYCIe<%?xb*4t#a>jIjEglH@2wt=kOK_g%;=st$c(N!phnMt~3&V3L_Qa>^^TJY+loneIthQRCQ+58-%C-PE637ST z!U9U66t!8w3>*Nfeyie?x!FBB+W7#Z>*FVn4(pYjh|EzHW<^`oeMMW$rmL#RCjue9*M8w`a_VUh9MR6 zUDFb3X(4tk)EJOYFcHz}zG9Y%(EPCEM2o_qx(S_xV?PIEaO+gk9=NX$-+fzTdFlC= z$LLo2K{?q~O1GtSPQ?SGC&_D>Ac#SW+|JQrpm zgeDdV^BtiDd)fXuB+)I=R!|mNRUnPq7&no{4wv&CNAxSNzVel?zqwIMN~rH6zj=Z; z-+trj>gsT~lGaod=n|PmI1Wsy;4qyXP_fdm0nm2m>b@N+tqzlu&f5(`M76so%&4m{ zXJ?-kHQBW=p$G<8O@dqX;9#94V6`v7i!76`{wzU7%I8{|C|A|DW*Ft690xgCjIvk1 zN5m7tvTtx=0H8w|PLPsJj>QOz<<4ouAijFT3)H(7TRF_$yml0E6ePW}Jg&=+LyGpe z59cAS1JlcR6n<%jY(c^_`2K=d-!&KGLlnufWddesLG(i>(CA-{rrjU|0UC65&DyI- zfx9Vst5%fVdYaQpw8~XCukH%>gNyOQ9aH$j-S~CtqMRjPzD=>AywRG|ib|gFI`kluX{x8%15m=i z7{lnqbiWHx+n`{?7PW9?Ks1OwzU?Ya%&)`C3&$8;0Fl;Y0oq8)Gy_?8@ut*1%9u5A zrA{YldFQqzA4i=Fo8b~{MO9hq%bm6YTv()8@6@GmM(T26vPc7da`m}59fl67(1FebyZCvg zfD=W#kN%a)6>Pp)B?N;#4R)7uFR zs=R!zmVOB+Tn>(;V7X8=DM$gC^o#;DNNB(8N!tr3-`0T%g`pzQ#-2ustteetfjDax zj?7^ynP5AhxPjI-RIZ!j_p)GwDO1`qT)|fDMw9PQP+V2M;42S+7SpNb>1S# zfE&A+ncSTzb9@6Bs&*oKFf*`KfQF?t0UW_waS+)@h1tl#DP72JJ#L}{R9DL>r$}X5 z%8ohfndDQj(;(BU<|j(}g8P>sIqA%IdqA{sx#ke1C>b<+p+%V?#}hMiW1y89)DR53 zf2E*A(3DPBfW`H7@x|{ZUiLq2lqIhE zUgIlPtQ&K2>q`7AsiAK@eCPh%XRi+Hti$!CF;@-!%XA0b6jd*QjKGt^i-GxjS`H1S zaEqee=j!+-6~10W(Ug0#Q+|meA0N*Joyv%ynkR8e1NZAfwg4r%A(2zIN1&>w3&#s<62vF5?heSmSw2kUzqDq>RC~-CPkv;D8BE(m9 zFcCGPtx4+Vx-|VEp&VQdEiLH8)gUsu%V}hs_CEVvH+;*&3LtY$5|zxpZom*UpNlD% z*$W#Y*=kloKAAcww>_(FrpUVFqe?6q3ruRdW&W~>M{kyR^Pf8U?dhW*|KvwM`IVCr zpyD|yHrash{m^^=$aj8dX^JuJSQk^Zg)3YGQp+nsvJ)7mCycDFJ$F^`+^eh8!U420 zv8?Lilb*T^UbP~4gVJ-nQte%~egfN$WRViqgev+>duJ|^Z}J9;g+v)HQSn{&x!3`- zqWa)0qn9ae3-aUF{E2H##vtiG{A=AM0_Gu*)*Sv>CVaAxr+iXIe%5}H9@4JPiQfgO zY8!S$iJy(yB3a!qOie3?khq97N!I$CHhvHe)wDu#pQdyNk^uUdn~hG8C#qL}c6gqsNc#-noBR7w+w^v!WzG zhv6x(9`5MyEmcyxTvm!ni>OS=!Z3&n1D&wEd>7uM0Bf;4ezt3LS_=?ukfyFc)e1cS zPBz&?VuQGg!U0QI-X3q;@@PFg16pk0Tp3Hw2DBi5s8U%BscAhZOcEE*`aDr#m>)=7h)wv5?gWaVqn{o> ze*59Wx5l_R9PYPfOOYNC&YY<0j^Zqj_Ud5HP*7=CBlVetNdS;Q{rvd(Zf_ws4N;$L z=3)-lsJuj`6^exmyETgQflVsS7=K6jZZxW(Ce%;7+00n(JRqjDu3MoL0YzICy`%b) z?`Bo8HYEN?ZIFbB)aO8+qJaKS$PJMwJymMcZ20vZg)wo`bC}A2T*PMz7bZ~rbEoLe za%*^mgDLk){>eCEzQBD50HDF6w+0n|jsd`U{f&2iC@bZpwYOKIB*Z8SF z`hzdO@QjY`+a(i&Eg#mDW%FeleS%x9b#mrR9AFB_A+fAZO3rbZQt%dw6f|3mKC;~j zwbRQKa-=9PFRaTl`PQw;bx>;`8jWH4oo%Lg;+nvHEyxl8%tafYdhTPy8pD|~xRq$7 zH-gKVFwP~MogS{&bzw>Q6eaSd#QNpTN+5`zsI7n*W6j0ac?y&mNu$)_^wR7T z2z0_;I!>Ql6#tPF&ul*vi`I8%NS~1J*ipn@SNRg<-DvAM6A5UM$>!t>wmDbtr)?as zudfe>I}aW_bA9#9VZAGDA%i7cd6>+sCt5&`jF9v+j;c{kmD8Wy@B?avi#QTf9t{~J ziqyCzI&zPqVs2U$%0~~o+5(x^^9PxQ*Av;3A!y9Ijd>Bx#|4ELfyzD(t1q2ImIH$3 zei~``fjD$_m(4p2xha~+){ooi_Ris6DpA24^&x5DsGDU9qTX5FC?sX$eQQC*2x4L3 zdgNFoRGADd{12Z{23x$FJtX^-p%)HI{uDx$NItT_=TEVy9&b(`{{27v)!+W~O~;Tp zHoZoZNDj)igO6w)YEn&(GZ^OodC3p$AK z07}qS+);IXIfNY*dM4b|K>JH4w{R9;6nEg*Ii=;XyIg02&gMQ-`-z0Izcgtoa~69; z+e*jWZrPYG%f~UZ?7XB8o9| zD7tDNx~XnsY(p)K3&u8)rO6^~T_p6p7H^R=I_&T|`!{sJ+Rp&aqQJv~t7Tb-uC1*N z3($OjA?$S`?G>?Z5^1La8Mf=SH9rXTVig*?P6%A^VE?N6bwR1>opRx`?4#Ubf&2V; zKVyR-z@6*6mOQMwc$vVdq{9}0M(B1z8yl!zC-S9HyHL~t$QhQAsq?)l3@y$+K)1G^ zaa;bAv<>3&#No-kCRK^`#YhDL8La`W`P|#jp(`!yIWh5&m2;VxkBBTdAh{P6h#zi5 zVGsr)#aSxJoL2Kg?qSJ(V{$RBkn_r}0{S&AooNb!6Z3>QN7Vc_m%TEbv}MqE08nOD1y7bK`<&B9pSIrFPDvThCtD zu-!?EKy3|g@)va`zOz^fet?09v?gs?WWnLoH+VqT6^c0CNOE44!=qVgVRz<^OyPZ@ z*1k?!VkdfA4pv%r4aaB#-V2~pv1V4}P}y}FX|ew(_OP^}t4LFA3Up}i>)Ij94t$i_ z?Taa;y&ZPUoGwLB#hs=i#8*=oQAJ(+$<#?$bsBahVX><9Iad_A2;bwIJe1&!y9)D3 z@n&h#nxKy_eD#gL{!4%Fi(kiy%a;{f?R5wEV?Xd+-}drz7@Iw6$W<)sd`Gh&UxAw= zTzCag8z$!EIwTxC)dlNRk*C~y%u-XEjuFRKsi%|{hB%g;YCh4mPCRR7^SX$jbCAix z{O3T+ug*q4nb3tX)Kk!5P5CU{BC2g@*Rc)dzi}GcRZl~^q7OeP9j@Wpq%Cc%mNt{t zB(OWmjY(W|D{%W`Pru*jjwVQCF$lCV_9lZh11@TmudeR!m3 z0b<^xB7&vv1GndUeY-2ppE)@P6_Y2eR9;Y|Sdr1m4I7>Q1jD=-tyw}8vv5+)4GtK2 z_^*iGN_3H?Xm1(>JbNJap`RS-^w%iMduDz$MDq%w28o&^t0c*0mDBVK1{=gz&xp#{ zbGCY*0)_3`LY3Z2jhcw?NCmgNm00vU6Ifx|3_{U>Kt;IMlEn2Kk1FEKNg}XPFS$rN zb*n|KE;36}^(Pd_8Li)MyJcDMVa+jWQK}FZi;MG&ATP!fdMk?nqD|X!eK@QTNE1j? zEKt#5ITjTU;wnndBbbJYB4sUO@GGq-p4)%yc$E%+z#l0kty0@5mPrEA$ULSIKvbUG zJpS}&KK0V`-}1o^eYdu)Z^tH0`%vuwxFq5ObulnbQAPv15H*e|OmUWRw+ti2PEX6W z&zL6h&jb9rK2x3#=3sZauH?Gpr}lJ-H0Zjlca~?Q@TfA0Wn4N`2Gn=Vo@9CEsgnYU z{>iE;f+g{f?G*kc9Bz5lL6z6JNNMNW6LU)|xbo@z&e7 zfAjDB*5CceD^G?$8H0&Pf4%>C{K$8G;NBH5Hpq$=lNXmvq2Fb|?Cx2mO?d^u8WWg| zB>dHswO4+R3{RT6V$N-a=<17L@|3T4Bo(Pm>KYfA9z_X>E4~sQ%00eyr{{a%8KY_O z$PKp%7L!p6D!0HXBM%V9WIi)1Pp7oLBn!ySNmZX%SIL z(AYw?II^lV=WUY8%v9oeEE!0tJ2s2$eh&l5luc&FaX{-^B3CN~EB1;!ek(M1&u$ z;d2Qs=o_k)2;yN)SX_^0tACz8OL`*3Rt>Y`vADmK2tojeS$%fe{l3P){XV zGsTdoTydi&9W1IbWw%|CbtpPCf<;LJgI1Z*Gca>9F{+*V5-Y9N8>wi3h;^#E&d7kG zvw}8N!f~hxyNoS-HO?zc^!Zs_~85A z_xz!s9%(;dS%?a>I1&G#UUAv;ITaiH5CTqi?>0!Y^^s0?@kyWrZ??w2u zQ}M;q!D5-h6hgaAfWohnRZ`hixELU8F}Q_aTpPt0+7*^;v$*ZH_tU^>=%yB-ilPk$ zOq!i~IN=$V9_z(Cvl7W}2GC-vQ4bGHp(vob0Y}xFF;>w-A6HAeUfN-a0B%YQgDo?@ zwDjKKaxI-C(h$rn1Z`D@>X_8s>>{{cG_k&F9w+P}Yx}Cs68u0-n$ei6cA^-OcgV1? ztl86Y!I-E-{T>R$d^EtnIP(2?BE~xVIxnNpiHAxmsbZ7<3ABL~k(DAdoLD*{wL6}k zL!l<;0{Ncm^5+4B6vDFvLrSxf50;$0Dl_*qopni-k+`G;MEvP0OBl(1l8fO{VxWwD zw7}rb8zFSu1IrzFgts!EF43=dmpkGMIeclC~wrw0+Q)t)Gv1o=vBC12XO%6wsrepJo<+Nz(o~~+@rO;IM z$&*Ki!=39p2l1MvI&X>lvkVS|uOcHb>I$p#jY93_E?&rjvX~8IlaYDia#Lu82aJGT#;*`U7PI#WHcFV^5~VbKxmSnV=+Oy8G$!wGJZV$Ny)y z=|qSnaJYWjmbSFE0N9TBy-$4cum1es`Se$G^R0X?zn)p~?7H4OdUu@O$Bj9aqAa%& zj4Vs;lVt&zXQ^{^@3VI!EAwdO>2%Bc5xZ08*_q@L=@g)=M4hv0fxjC z1PjR)lnh0OW!lgOHmlj{V=HMSe^LYyS-{rO4owbS*CtETMX(5#hE=e(w)kWOOpn2$ zCX0TC;@I`Jk0)Ed+4{}U)4--OR4i_=AucLyU~M=IETV^owdoWzVM$GVloD8JaAfRhV%rl5k#o;d@;ce6(Rso^%4-*}=^(pI0Ifa7I7p1(yjc z_NT3fW44$O64oyB z7e;Vn#6ZV5IXB4`Q%)rxq{slSelS{V+D?D$C%*rK-}S5S{=;{E>({^fl~4X3e)cc? zsXzDU{s%97%S*SXM}lP;UOA&sNW;=vm!W8FUDkHIecYBsbsKteREV$@UM|BGGn)ac zKpxz^56Ig5n9#!D(9PgU2E6uHU>&DgH9U!6&Szp0Tu}ec|GB$GF0eS9x{IzUOba^! zGz+lp@ie$0RzYft(2O85*=6nCVX*FX6;|c78Pu#=~e zF3X$0tAc%75_lzx-) zwGG`Ar#?2z8+r6*b@!GM6D^fqHb8|oV3o0o92O7V7Qx!|(Bx{-%=*MFTtw;vC)L}n z-}HX7joXfsN=F-z;Td(LeW>(-(?AnlL?cGLTIA5=YH5dtwaKAjfwac?7)4?tw3cMTF@#J!|d>s%@aF9=je#Kl-xo=tH_a(p(m2m7qAN&@3Hvgwx3^IdC>Cj2{Co+1ck5QWyFD;b^{q~l)`H5iyRUd$CgBRk z?7DF&_>zKs6q;B4VXX8S&)xCCuSv{Qj9Oci-Vhk0-?Mz6TMiy#8@{?0s*|c_dp&SF`N#a3sD)$@+J5M$La80rzHu2sDm*e)b zt*@~8+3)J^gFv6$bAkT`HH_j)gYqV6F>HS zKkz;GpSgpk0|Uq~Yd@J40-d9m;kIbYNP;*sm6%m$?6#P(F!=Pgmb)_;Pije)c%G97 z!bw1aD_;trq*E)SD>QL6LOAVnahmV&MN-8!^fdI;^*F|{!}D!JZ5?ye&<*01otEcO z0J@1Zj72RCh9+1Vt`@mgTq_QX*GnnP>ttQsap-Lyw|$%jHnb6OdoUdNE<&iyVNILp z+Hq)dy~y?2u3EcVur@giwD7)}Rl+uO0DWL6wypzSp6^d?s;tYhDi-)=;=yKR`I;^G zp87Ce-F6G$bW^phR3YL=!|LQ9GQ8dcLO&KOc^bZR!m0`+ZB87hK;)gz{q=P{v}J9}+Uyh{5!q>X^~$3Ig0@t+ zrxx2NMwD6x0+u9*dr9FnbG`tMlTbePt_f|rqskmqxZTK1X~?5qDY!7KAf10EF}i=V zVbMo6}c?z?_X1L$W78LvO&bohPAmM zDz9f6wb)vI6oFxd6lFI#;I0@t#x%ZSh2*qm7KC(r6^m_LB);!gTMy7zKKq6L+rRrC zed&{LtlQm(Z#;Pic;-d?h5z}V|Cj#a&*J$z$8iJg%aA6J!{Imo<}d!GfAima^9JAj z9f!aC7k~E8|I2@JS$oGV`j*S7MeZ8LOE)3Iq8vW#u(Rak#l*H?&7|T!*WEMO-RBO- z3$rBicanIbJ5nY=m`ClZUB|F%i=vweQLPowCJ@!dqPHq4n!82c5;N1#oHRd7nbe{- zl}x@Dz|#>0lrrPS7lfZQNNY`6vz4*a&G^jczV;vd!ms=nzxX>}eH#Pc$rOY0Ib5#?<0VR{8Z6)ddA z=W191W~zv?8^aKVSunt!dQte3l0&zl$6@&-J^E6h1#OX*Fwy!?gX^fKH%54b=o|HE zYgn6HEplgRhtg?MwQ6DG)!MGwa#&<(ZE4bC&QTux+=gylPkkJR9(zBI zVO4Gl0TwBROJU}r0<)K_0?&dR8?vUXGtahDHJQGwLf>l=U6IcVYFSH!mW*;*1p=fa z(%t{j_}cqPoReMKf@Kvfp>Q)P0*u?!6DY3lJhRV402H$WNs#G2Gxi4CrOx)tk%CE zl7f#|Cl*vG6n+&MWc5wcNXbooYhhsEjD}7I1#w=4PLx#=Jp7trBv+!#bt$d_Kek7- z(+bf(w0-Nhf7`$OXa1SL@z;KS9J@aI%sa22zWm0`|MlPg&p!5%kN%~9>wo#JKlw*> z9Q*00dXn3l|MYMC;@57lVEOFlPXG4*{;z%Q>#zRL{^Fm1_QeOs)5A7I`=$!T5InZrSJ7mc%8D@ygU7(jgsG0P_n z%e@`Dp1l4H-7;YYwWdqc%7w)OzU^L4-)O`G0^bk>1L&#;Xd|VTx8tTH($(r{MbMTO3mg7$N&uiWJ?c0#Tx(nH zI6v{cvZ|`*BS#;4>Vpp}U{e{EDF(|mdHA2Ij=Cah`ix`qHaT}rei7< zuFHgb4$BgHR8@Jh-6@u^P1LKZy3(bxmd@7EPa~$|+M&b3UlnJew{I%1(y(?tK^54$ z36jxR##pFP6S4+6D_{NH-}&s9-UY7FuYltX{xARD zFTe7Iul;ZSSAXgKA9&9RPsE5GUB_@=ImK?`u3cCJ<-+l-KzT4s^1f1M8KRWQ=V13I zIL}I>H=q22k9_(+{DoirwU2!H>$l%LdIRvi zAGr53|HKb}+xuTwu9iB(&8%+>(*6%?Eklx=H0PWT6Q{6az=gj{)!W|fC>xsUO@s+T z6Cy7TvW1!uo;1g${6rKO>gRFm;5Ets&O(`iO|cDZLpGHTU%g*A0|>pWD;MtN(VZit%=&EKSD*$z3Z)JWpdC&kE{ne zTTiiM2Xi@lkoS)n0J2G6SdRyU(>Kly7p=?5gwPE%ZPIKg3HDX@LIJ#K6+l-VeF*HS zEG!M$F&4B%Bx75MFD(Ph;c(}mS5QC(J!bVkQmEsn1v!}$o!By8mv3!+!G(n45+lv7 zboZ@=cQuYHRF&&l?@-9_X;@|D1n=+=CEGdcIAol@!?jt*(9uU9w)F%QOe4$Ln1s}X z?+~Qy&Ez7>c{Vyk2ppUxR;6->KjLN13>C2atrApqKK62)TvRg1A{i@*MPvX)BlA(l zRH>+ux$rK5K&3T5i=u?I!jRSl>a|v2kfY_oU5AxJL0TE$tYFAlM0yl;dW#A8#98Pa za(Oj8SoNuUuT$Wf7dsXP;zl$enXKZ^CCt9)#T-0a05I&CNmEwBPc;%5P&8=|?)>OK z{$p={_O;Lc!!KN2;qH6dp6CibT#2~B>kTMY<`rGv?fq=ef-Yxlb?Cz7yj<={`{}~ z-Y35J@C!T6Uy*%O&!B7<16|71k41B~H} zhyk3KEDmjEKrBXb74#DoL59G0}P#x-vCfDl#0RR9=L_t&x*>kDThNz*zd@3+``uO

d?PiJUrbldLri$7S4a{bx<6er`Z#Xe z&GGiwPeVsr+STE3y&l%KG&-I$W_m-(r!omZxVPCqCE(tdhj^G9d@VNZC{&)^PH|^5%TqWA`$?3>~A&S7S)N z6I_$lpog|BXon{^pZS#!|HjY%+AD88e(egMd3gKLS8u+4gB!>#^aL!xv(L8&>m78x zx^9AYkmX7bcTW1OJpS=N`Yr$3zy2@&kstpd+`Gbd+k4l(jj@g1hZl{7dS{HwWg_EJ zvr}1Jo9{%!xsmax0^q*TSTz7Cca)_Hs;d_wrmlug>h=x$|jzW19MiwC6Dl; zrQd16)E$QjI|H>`_^Sz{nHhSytVRQ3OzdCP#H3P5{jJQs;tHvcWOdZa5-AFfQsk3BcOG}ep>2Z44L8F}wL9?U zTjQPf_-etO<9c;i?_6s?w8Ncyhr93n;v4v@fAyFD$cI1qlRy2V-~D|byn5!Ywj;Kt zdXmw>V^%`~0J9Wbd+(|kWAttn-(&Nm42|m$U=djtS#3vywXIFog=en&+*pfSk8Y~L zN%?e-Ls|L}D>HS8hN24X)9N9^X0t$ql1gyMNNbj3siLJ-azC9(>~iTBTlS2khvng> zWAUunxoJ%V*v8|B$KU?_&;7Mu_>Euu`=5H{ZQNdh-lx63?V0v7Kla@}@_p~W|6o~~ z3Vi~zZhXR1Bqkyz1*??Wy563~rb8fWTMnxKmo3GmS}eO+_Noz7FBKyL|ek%I9P2pa3uG zZra}W+5u&lsZ$eZs9^*{IN;k~At!lfnV zl5*wNs?O??n~QWHm7-x8tu2cgH7CVM(>Hph!i5U~bnx-%OE;(kb@~#`07>%#B_EYG z%%hB~oeUF;ASQhFqAdV!y1<&@T=t6|lG{vVxgQkK(MRv6ZH&>{vaV}e z7irB^H9>*;S!eKdVaEIk%;dFnjOl%FB?lh@p!TcC!0~t-I zq96UjTkk$TKDfKyZQGOmHm-f($-tA-25bPNVUafu(jFYH9xR7DAO6&Pe(u+P^2fjD zPyNhK{n(Fu-~DH=J>{VoI{JVD!#7g%{jp9bJ)T&_Y|rS~+EYpYTK!J*?XSkwio+t; zhh=TDE_S$~ifBFn%%EYGv=oJ5(`QUmx?Bsb63X^~t?)`a7sFn+(*5otk_tI2>C3T# zVFhI^MXAiJYI6|88fmPhFm5w+x1%*=ktRUbufO*2Z~fhm{QH07S3mNJM-L|x{wA*m zy!QeAwLNLDyl+n!z1}?`1R<3@I7o zf}OL=XT0tiA>w6G3uMa?=~O2p3{%P*og@E%mdR{`U7;Dp2TWd0W$%vJ8?$lKv|~?a ztVL=(Nau>U0~AT(;DU7cfxR5}-AG^<7ll@JziN4MK7<#IPm|Pk={aUZCUtV-<=)iysnW8YIix{3h zaVSv{uE3*;qpp7`)yj4a)G-Dy#uz>yiIEC?hc>G~EIA_^Uz66B#r8M2;Dds>s_1>3 zj>pqYA7fqCtE)S*0?TrK_1Wu^^Nw`MgorZ7eAJJsCj=QHeOj0kV5QEAsp-_)ITKlF zmfZ&e9oz9{U9NDrn!je(lLsl4Wf3@}iBkCil&UMwy%kH?k9sC3bUi}gm{m$NSlk%_ z-gGBYRXN?@z91SMiA`a9-;P`Fy|qqFF&7o-k94X$`K;0(4N7g?i6UH(bOl{@xw|As z06~L{McNoc+TzENN?E)qH)spHu7_M|r_ zz1?){3P@{X*G|TXPfTq!Ghep9n(ve`MjyI$?ZYx~1CXVSs})zPEUV>c z1-=iy6IN=6BG5=!NzXdJBpmW=$C?WmDVhk$z-hAhcg2v!1B>|6@7d!JrXPW(K~>Rn zslR=>C6{Q+6*2DOC-{j<*iO+t(r!dvtOMh(iCD*UOhyF8$AY{-(_aKKyGIG`88E9o zQ8W!Tv$K^6*^6_(WK&ZVbPx=w&eE9kIIDB7Y)C!g|D53~*F95D2+z!3XOwA|G+@2D z_W>EQSgOEIPz;Va5rhA_YWJUJg1)7*GX1Oo<1_70RqeKcr&X;eM(>-b@?w*^5LCSI z&f`$iS82<#UR_0pDq3GM`czpEe;nq)w^-AxJ>uU%O%;C*UJp0Ibt@DQ( zAJ$vqy5jQ0PoT6>VOiYt?0N3c0Wgf1NT?CpR2Oy0y-wGtmZyj4yyuaI&@&?0flw?9 z@x8UC5%QEggOm%Cp2@XL$`@80^UP`R5>1I@6FbYX6$mi+SLo1f)6;2e+qNuATXb1q zD`o*Cxn3D_Ny2NP;ru7Z7nq@a^x?U4X=S2OQPF1YxH_!sL0da`iIdv4W)a3!kis;R zE{MtN0uJ3dEbDsJRuxgN;tjyh96`RG;(o)GYFX1ea~nA}9e|E8y58Jws<+Gf?!d$2 z=*zOKz-ek+P@9Xh z9}SR!=BWbZ(KsaACYKiK2y`20!0ic3)5D@y3$9kVI^eL#+I+Vtx_^q<)xvdgn&+gS z+@XLb+h-PB3ToqC*I)R*)C96`_Ldn`dW}{z$l8~43Zi-&oV0URDXd^_fY>Rq1Ka4Q z(_3#p`u$IS;lKQ)-~NTa_o=VEh0`8zzR^p7`+^^M`S6q9`QG=w_>8Pq$Fa1rh#l}_ z1k|-Zg=$7`Ti0VB#|<}|9{YOi(z_}kUAVU_5R)o~;F8u1poVV40yrvc`LX$1|`7>+%tNBBM}inBB_!w!X1 z6fxIZ0Ei<{bk6}vjZBeYg@z|ce-%E2{vI<8`9^nb>h3bBw`lDq{gKjVO=XUxfEs`1 zs_ARgp_#}pB3?u!!Gejlk{QnExNzTiX3V!Eg*pFaE;4}qEM^t4=dC1qV8axsl$42v zp%U{wf07yN9I0SH*3q67E*~lE;beB!k~yXN$_EOTl~|C%gSDPsN)v> zIB-bh^EH{OIw! z$J6b)9#n=Z4tgzZVe&Pye+ Mx9@tm_MI8L`QR4xEe78&9>567Ayi;&=vp~8~QCq z9Pl1mShZ6b6UXOuT20d_rXjW$&=?Ji4v{U9okYfx0!K&XoSk2FY0-PG zV-zk)79GrN3Vi`k=1<^E!U@o!iZMo@XCn>%pXYFi&V7vDZ=T#ddGcgCZOgj$(L@ec zi!4iPz7tUOnPh~{{xNxd4$x%%(CyTpJh?q>$JUm^a&>j*sEWf`1swgy#ATbfAuSmZoYoRI}Lh;r7^t3)T2fgzxKp_Z3o>~-qQc_Z-4kbFTVVz z|GA%j?wNal^gisNyzaYXiEY{rZPJ>+O0-m(3j6^FrBTDmA-RYm&?8i!i;Sh|y5M@1 z!zx#+tc$E7tzoeRMGxjc(1{=cUSg08lMVYI$%`u~L@PaeMden@@b|OTY44fAGt{{fB?}rHAjHFr*oRNPhF24r%g`1 z_2F|~fgeiOLVb2i9Vr5Zt?#G~9rj#I_dFc9-XQ?yo2sNFltbG?us^oZT*- ziag@pL0S_-`2n>n{Xn|bgx-t^CD(uEaAsnK&VvaHoLys41NWXNtTW9QEAAAij-h~^ z`cQ#BTq9z{Qu<;5PDu0Td&EkIM?42#Wr_JFW{m^E~oj6q^^hRh2geBK1h^M79?vQm^udc4!odxTHKJ@11$&<%h--3sB zd6U!|^FL~+6-m6v-y>mxj}3Y(U}vM4s@ga}i}R=}sFn$FqD|k(!9;6bfu{$2P&$MGb0j^l7xm!**&j}0w<=JqQA%85LZ#KjMHJEM==dYneYQ@q?d(AZVElobl5wTDS@-fKaF?VJ8^#d0^6g_Zjm_5S|+-vpG(- zn4hQf+l8+hIiU=e0Ue^MebeLd_~^-#x8Hs8<~yJN^sB%1(a(PTjmNK^a3ff>E92yy zLz=@ygkDDJu&SPbFTOH<{+ECAgWvX{KmNntzh1A~*m~D(VB2&X!Mx!;<`vjOG~V)h=##21edj$Gk54k9*||z5}c0P+iyMk z^ygpsZ-3_x|L$-9;U~ZH_S;)@!lcbNd#%9z1>f=f`j7wMxBtkGe&7A~z3(yZ+&*c# zST3~>RUZ8WK6>dVn)|;2Cdsf3uUgyT$CT>diHNMT7~b&2)W-5~+)cN5e5eRy8?Eeh z5mGVnHBZ91buk7RH3(vUP70E^rH=^65I#MmB`Gt~ldln=9ctiWCl(l6QdhOUsBxj0 z-l{PqqC!rSTMKGXh;;QTl;ogB4&OZ<5on&Vm{XmBAVxerXG;-60(Ez7@mjXlP_&;6 z8EW3j_%0%7K9>g+!>YF;W-GlX;DR6^VQN~$oi#d=jMa>2Qx#@VhR$JAtQE)fmcb+a zE;4B{Q9FfU0#SPqvQ7iNf%t@WGR4f3Omg^6p0M0*5f3H?4-(p%Zou)-Z=~O1oS*|T zFa|I%x{giz*88TtkI{`zJCBc3BtvI^axRottkc#G*LR+2%l)BfSQa~4&33}kKE~F! zF*<+}C{uHRHcGT+9azj12TZaa!CV9MY#%3koT16p;dnTnT3bdRH@8o2Z!J`{1rSwr zFeQIo6{sh3aG}t$lMq0C(M$)lm_d4b)BtLqY683mMsAJf_|z zI`!U{MIN5UyEpyLdN?$Xn1kJ%?GG<eF4KKXHmAMurLN8-m*sy z7CQjp%q~2H&j}K!G)9@~$M?UxUFFqdc zbaa6~XDid*U=ve!wvqVkuMPNv&wTxte*L#T@Gal+p7*}6ZR2#>ZjRgSvEQCfx7)UD z7Qo56uIsWkk)h+%kH_tJdpd4?+j{rV%{KsWD=4wGL;BKiSlVH2hov2wEKSxXt>w{= zyC}iJjxj`SJC(LB%i=pFi^pJ-aUe6mqJ*0yeCVWBX)`F zsLc5j;Wk7Yd{dQmkwu#AvC>qa?R4yKzV-N1pZ&^*KlbV0{`luV|H@nM_8j-Q;GXtc zf#+6y$IEyA`1gG1hra*Y@4xucqki@HVMn{&fUaX3W9ws#k$Y`0G>N04Y`I(&et3YQ zn;RY)Q@sejB2gL|RwuHZGeL{oxN;>P1d>tVOI_pDT#9 zr?yGLW6sAjfKvt=9FkcNCz`aONYLf4h+V+Y1s=*!|1x#tR#3+zfF_+j%V$_%$4QYw z+nCzx8|@q}>I5U>a8reZbHP~DXFawiF@ZB#4cAiT7{eH+Ss)aS1HlAx$p%)~QFxxW zYGINGgd*spuWI`&NpQ4;rG{hSext()g(riGi3lR2Y~I5HFfg`nKx@z|C!UrhP|?v; zp@SPWtNDG-tcOG1(EKpR#c^k}O7W_WVP&ktrq99Wu;)-U%Rs2w{sq1-Q4G-9^$kcx z2r|XY1h*aA%_d@avPzSsS)^&EmWyMcIoiGx>V*!7rOVitNR?B`4DlVCdT_whZ4`2- z5Rw|oV9dPUkT6Nnr9l>~O}QtufC{Rq8%l+sC4{Edkb~0-PG|syNkRHRKaFjS(@FcV zBe&%0svXcq^Cd9LnD*Yct$UOSfh+<)0KBcZx*A^o)Y`4K(`{dl!}ml;0P_9LR7Ze# znGY2+OQT{41s!8-U60yMSo;{a$L$t3ZP`37qdSe689ZzpmeVDR26-X^EXyLTElU&M z_EoxP6+3`siHT(*IeEw$2({^hDu#PPhu~HVZ5NRN?zJ+x&R+N{PxgslAr?=EdM3HmuxOOqzc%DPB@ z@Uanz!Y6mK-XzMHa|}B=mFG?>qei5&O!I=(^7><>;IuXp1B@(1AWfDghh@21m&3Xo z)^%;Iq4kr#{>ED$|MVAs=VPD#=%>E)>Kl)aqiR5%zJ8;Z04wnPHGc2|Fa6jLe&{~%$qm*YSS*J`_mv9 zz-9U^5;@8G5O?P8qGrn#D?&K+kOHL3n+Pjo1ON-&I;ZJ_upIs_V1nb~sC|YTD3sCL zh$NiIVn%6G3uVORdPt;6sI60~jA?+0N%^QQ$L|R?IGf>9^f>| z!@NfCn#?n=5D}8AiMYfwvyxOO#J7y_@#w(7$Ye43*(QB+!op`_7cjZPg-lYC5w`~C zDz>VN7ptIGAU_A+^EcEJiFrwUDGWtRh&`YxIz-UW6?Xg@58TSf3nHS4S?Tbf`7c8~ zijtuPVE$He+D0Z=(C@Q9lP$uLQQHt|=adf*`E>NH_W+_9zv_ATZ}V&jxIu`anQ7Df7}b4?N}?L z1`=?6Pxg<*tBguR0JDEr5;{ijV>@k|MJ*z-uIpi0+tR!~+W?I=!p=cl6o;V+Ev#gE zP@gnr#pIy#!ELmVHv29K;Tr$%TCkuxbO_Iw3&t*Hx}LHZ#Tebo)N;1xN6f3uMxAu3nk1nAchQD%LW`3@kKh*d%F?~e81!{cYZ z_~vI{dF!>)>5Gr>E_|6E)Y!29o$r6jCo;!ys=yb%cJoXB?LYW|ANt-8ef!JTcMn(B zSNHF4r)~71z02^#jLB45YwJNoL?sZ|8Nl`h)LUP2_q@B6#Bu&;yz*KP)ghy6?|Qp! zPi~KIzw_|*x88a4-M8O->z%jWdRNwV_s+fdz5l(}S9fC%h}Pu#?$w>Ucb|LynR|Dy z?pz%XYg)?y26>W?KVEiK-(h!C7~GM}-mAy-BR8OP14 z!@KM#<}t?Ty$?SeWm$ag2Mh0srzW%V)Dc_pk}ATprIq}#H=a>u#?gIogsPi>=ebY` zdP`7*SpQ5DR^A&E&*;A~`Q<=Av~tO+x5BJw<-(^)Q|h)am*-41YCIWKC#6&e-&Zjn z(<_tnWPNlktR>E|<`f8k$kN&(3%1kE!-wzO+8*ixI*T+XIJoc<6sGP! zPoy#A+f;w!xBu{mzW*QmtN){a@wpf8-Mcp|={l zTdTJd!@EG6h=*2o)aMXU8C`FloE|=W{OW6Oyz<&>pa1HsU;66TzVzzXUVZ(Icb`0Z z_~dkRYZAfz`&WysI{Zm{0C(G>C)fA+yM_wGOY%>Cz|d*-=k zpMBwlXYSp*v$Unz!$wWo>L$V@+psvqXJBC}ZXCUj(Z|-gOia(%ID?7INs&m{LR*&g zAZ@|Wci(;T(T{!N7yg^y_|1>~;ln52P;%ew)dY7}eCWN;{K$8I`wx8Aw|)Ej-}j#P zzIgxHXAXzEvK|Jc16v=bZ9AU&);r6vcX*@l zxgoT4$KHD;1B&{ixED7V=3inK&F}|6w3)dRL|EWoptN76h+bzLB~?a|g`_>^o8VYD zBmubRM+tB^8O@-F6Lhk-v_X6;WJ!z*M_eCR3u4_@ z4DCH4)xr~j?DmT&%=G|nFjW9qmc~U6&;NBl+GUI}{5W4#0NbX_!ibk9hbD?@ITO^z zy)dwzcwpsE!bpuV)fAkkPJyAX`qK{dTX~NHe7en2KXusZ0#x{Urgl)4FP)g?Z5^u@ z*hUAa?+g1cSXSYEXuALy0)=+bE_#dOqjB?aoSyX2+oFd%S1`8To*=;W6%JQ+z(b6h zR^?|NmZj2xWJCB7mcr(2inO}lqvMNt07P1o?hvSv@Eql-5LJw^9gkyln+ii@n50G2 zEAI2S`)FK~~t7n2}&~jEDu`X*S_$^?Q198a0d%1ad^Q5$!Ar-C^w+2ycl_N z<3UwmdHZqyFaE1v`Ovq1@L%}n|H-@e+ahC(t`WnTM20(R%TTsd1|T1IbeXvFsM>*D z&`m@a;Uf#G=>2qadgHBkzWC*@ee@4M^YKrA?vr2m@+)t=`Nq4)$G1533nxcCygdTP z>7%!9fVc6PS8ZJDYWtO}_wL?#_QCycdH;Lf|MH73J^#WB&p!L$-re`U{L*{g^TPf6 z_wHODmRM@RBCzMCEI2iX2#Doj`WSr-TS)GbnnSG#q+>n4r|8<+mV-*`M||pwU;epY z`jx-=tH1Hu>l5+k;q^Ct32+d+=ib#1e%s66|ACjk^`&QCc=pbn!*UQ=WQdH0wpi`m zvK%0NU6|H!3t?Db5&6(k-5cAx7p<}JIvzo7vJyx&22Zkr$0B~9jZh-R4aRECx1k~jnoOJ{xTr504v#fO?AW^Idn@u;H(u@vV{`=D z`1J7zSC#QFG!{3En8sIBlvra>peEl(q>{c}IlK1In1w{BH|glMGnm|1#~UI_l3M@rkPl=5?s7 zQ%DvzqYTQZss8_nXJQO2Rqd(tp$jlD02S?RdyM`FxP{)}$vb%Go#V~pp`)$KxO**! zgQy&DhqSg{U9DGl+TjZ86@}=o2*Vz0=sK*(y=)v@)2%>1ZQFM0{`8-}fCbGZqE>Qf z^;bFoFW}7N7g^@cc8slWr_=3|CpTN~r<0XZ%NQQCSt{Dyk78i-&EmHXg^H|8yS{VB z3ZI)a(@{?y_W{vv&$WxJhr|7Q_pYz+t?L>lXOwQ+wrwX1AANexDU!`@hWc}fr_9Wm75098eYkh;-m}j>dwu6_lLcJMGfsHq(ClFXPY5v6)|OzL zpK;Vx6$ukQPs(XynJq3$^ZHW2rc1_02SHZ?4g$Tcc?NXH>~PTH#0#BTSTvo@0I(9c9ZKpR&tFC%d%u)kIy4}-?r1~WKV4X(w5fRV(y(`8AD`GG!c|({}CiJbQ7L) z+33=^sRPu5AgfkY9G3Ms^vTcO+uwq=lZ__Jf&WEG;q@{4HSgF(Z5uEL0@j@}0Z zLq~7T_9p4K$K#X755NBU>!1Aemp=T_Km72=Kl8a)-+Aj1Zblwn{{O{GfzyW5rjKq; zZ@zo_^4H$|_-9@LAPcUqaPQ9g((})J>-*mG@{2FN`22Iv+`o74?)CN6dVRHC9}ah~ zuI}Bre(>P_GY=j-cyRB|)nRE(7Ln1UX&Z}m&{&cx5v+#*#PoWRw#sr4IjAmgy#46! z{ezGG)t~=`-~NLyjDCUO|4y$4+*$DQgTwc||Hbco`T6%gcmKr)51zeu_i9}iQH%}S zfQUV*WY6<7Lt0sym%BTm!&k9Xffg$0lQ5SuT)%8jJ~{;kVCHFtVzY^@hzM2>fYCTP zi|6~sz<_RE%kCp$2-Oxha=tL1B{`k-tC+c1z?-sx1}x1k`ar8Mfd$%2Db#1 z$Q*c30!IoX72H~2G*#7ZvJlH>FH6%UCW|F>gXW{tkrVRmV}L$d4=2Sz1IgzJZ-nzcIsnO4D;2T(^FVO$50u9(SUVX4y(w}ZOF~3-*(;XIM8_XLWPHC z`NJYH2SPC0(!I@MpN#9^Q7>0qnGPTCB)+*Nq^n`Kpogo`AAfoNiupRN%7xB)Qusy^w9>4w0<3~5! z&`q04Tkl?LTTa{9I=W)Ly1IMs{@uF|)~o9)s}c5KYD5e(#-?L%>vem8u%R_`*h6tT z9dB-)+?$)~MEb9XEc>?7oBYkx9-0NWxZObCdBL3uHAF8&Q$?3G6PNN@h zPaAWuZC%t#&MkoJBVt?+JA|M*#%Qvgj=;7qs|9vLhqc;A2S)FswYDzn-Me=WtL;{E zu;Ocl_TFt9l+(!r(?)9q7DnHyeQeuyIv#J1$3FVWp4mfKivfo(#poCUG|{%mqOfOT z`*z&6<6&F1sc182X?E=~m3p9V#S|7@i8PxJcn~bGJer}<)_d=#J~F8QJ1|FwDw;IW z#WIct-yXd=%=NzY;dO_@H16tf7|Y>sSjA7L!Wg}8+wJjm+D@m_Hbz$+W*CQMxjG!K zuCA}I4vQ?y+RTlg`gYt-ee~93Y0KJH)8DHzNidax?Ph@n}A&S-*o3>?L{mBJOKk68L+qSV8z%AW!Dx=w6 z);aI=ns<}6o3StKhZ8X$)wH3ZL53#@RGHiE8ilG*8M?JLj;Akt@^ioXYrpsL&pmkv zFDfKH)rjppN{dU+K1LuQgL0y@@3U|#A5ruBs?aj?QZy%q$`{d!f{dD{A-N)~|^YE3|UjN)zU-{IRUipL1 zef5>M`a4IQ7#;lo;-wuoPjK^Od*jVFKl#}=0sMcM`?FqIwkNM@ecF4AD${d<=e zAHDzVCqMl7haZ3VgJ+K~&R1PZi4h?Pg9xbIF9-`Lbvl8|GE9UdfC9#c)-!}S2yK*5Ae5d2+$)uIm18r=-FTU{r7+TgZDoC!R4d#v$OMcKXgPK=oS%% z4OuZ$H4Vpxfgm%ov{VU@+`-x%`#^LHghfdnPUY#c9?~hK!a_MzH0H9Uur=Zc!0|cNy0QBMHfoALuCnf{KX;O5VtbV&fx0#&? zFtAaJO|z>xAd;{!N=}keN~sYtmjLS)W~RQhE0&zPh3A&Y5ibDoTW!ylV|zq6`cgbF za}r@BMuJ6TZ-J5Mp}=?uRV{l1Fod>pGJ=K2sbF6`RH(@`f-ojR!4Re{F#?#vgmH8q zwbsTKCTJ7=OGeYytVT<7Pl@`>S%8rv=rF~8(qpL#fo%Z2olgX$MK;{SPjhZd65H5+ z6uzAP_F>{gMMOZ1)2IaE(h$RkF3O4e4|JNQhz0jq^0RC?TE(1&|0h zh!+&A<*O(df@sU#1I;w}vdxq#E3}9Y!-dN>k`1R$V0B0(U!Lxfcg z^g7RVo&k}WGYg}5AhV>tYuHT$w6XZ5erurRgMkQ1M2Ka9a}W{HJ)D#yBuQH4-hfG{ITAGY88{{15R8

4DI+WERyBv!){hAV~ySh#%(9g3u8e$s|?Lb^*6TVI&b^ zW+85fL=XsukaRLcn*jaF1k+N&dAOPiX{FNAFQ8=#4Ne&WHmPbr2ww(W8vv==$jykD z5-tfDAOZ?8H5{1O0YlJTT1;%1SQ9;AJeA6XLE)TM(#KMUEu*AyDq)x3FYrYKMr&-G zh%66O#^oz)cgiUf1z5UQzJ%8%a~-ir*QqgrBi>!#{`_a3?@vqkl6XBdN>Az8x1?zg z4T*=P=Ic+4x4(%XgcJE2|NPVafBb*=KVIG3{BQp5-}&T|4~8U?I8Gg?Sm@_(F*g8+ zCfn-HA^;Q)r54lau)Tf#;>B-%@#{BNuiji=-|zRY?+;hI@oIOxKIp!{R-oZ z24*lXKecgt1vmoS0Q`E@{lll1tB-&1^oJil`{ex}y#MU+(?=JNFE^LxtMhf=cS+j4 z{SL^33yeY*d>Hl9FTVJH{)2z~fBOgj^-q6&_1`fqMF0Uf>);PQeDpW}+K>OOKm6f` zA3Qo=4Si0DB&Ec{NEi@oV5+d#jw<=m=->bb#4tb)Ky#R@&ehaR{Q-9&=7ugn_~Oq? zi`dUnK87{BJS2h>x&+W_CtY-i1W{U<+khu#BsPsw4c!`U=?m)#Je&~)FcEGfZHCl$ zS>5)>sTPZ>(L#DG^V%2@3$Y_wwL<_xxMEoe^_h|o28_jzuI_coVZt$h+nHp{S&|R{ zntD3}hM*p?)Kv}WawL$nC}P4_Tc-evA0YuICJ{kIHQiYih8YNmk)(-iFhE8~1jMj7 zCu3MdNXrVanH#EkUDB7JMc*<`pl2*VS!;JM65;@ej84`D1x_d`EJK8?(jWqAx!noE z)Ij&Z2tsmoFeeCF5DyTdF7c33Vn_s;0V5 z7?cuqNmfG^5dbJ9w)=TI&Vc~L5wI-KjEG?B=25jl#|!l-Ff>4y6XOkxK%(#kWd>;D zN`Q!M>Zn?nhk*kD6A5A#NsL*95zKt9tyg&J(gQk#Md*np6@W+}#LOr_4Tx_bcDvl6 zp{Q+rVi3X+psl?KAQ30SKr9e@IQ*jQf33Ph^swO6k#yiN?{0Q)o*#DGZZ(i(40cW3 z*?F++ukWA#`m^2bJ{V^Q57K~YL?{*@LMf35w=08~A|kK4bemWbbL#t{Tdh(~UDvq< zpjS0j^`>LGj1aRVNs@+P=!aqGyP;pzmY_Ad2q9yeofqL0Z2?7b%7}ptSZ=7hFhy_z zM8p9-tjJN@oLfqORBHsHNJmKs7>SlSq-beN>%$VY^rDqWVQ#8w070;TfDItGqG~lF zOdDdvM1(94^^bcH5HcV#B@ht^L?TJj;GEXjJ4G()g%Nu^5$E3yzav5;-_asWOiY|I z3nMeMIZ3rztC=~1nboR|hlosoxX>yi7W^qZnBEp1h(vUv@&GMBG7zFOSH?mJ2r1>R z?}*qT#&H^_$sxKVId>wd-9^6S5&(_pAWb~P?IZ-qOnhnpo}hk&69YCJ8lfEty&6Cu zLHn_RGQcPbhBFDHGI9HgAN0H0#8|^UT7MdshA%+4sw!#K>h3wE zq3?4_OI^4mSGKIUL=ml@egdu@^6>^wz^URVM&!jp=u~id^8oesmuS`5vZP=Hcr>+Alz zh!%e1F?>kzV(Gj*ynsG?UH_B+(|`Wr`SpMJKmWV`_Fw%gmyb8X+z1Te-cWf{b2C8q z>SZjo6mS?;{XFU2_5GVSuV20T@;9G<`scs+&2PSVeK$_K877A*paSSSc2xfcZpRru zdv*Nm)n|YIpM91P&Q|o~;_RdMAN|$e|KY#=N5B7*AAkJx@#U)Pc;O%{sE3;GkJINb zumAo({nP*AAO53%@yjo?{NwZA*0xjY?i4mK>5hLmQ=u2nUR&f7p7b7ElAod{PZ}0ucs^Wl3on8%4{;kc1b2 z2Qd&8y!DG5mL_qN+V==1;@0p%KtzKufG{<6Kw7jZ+*Eae>kx7$L*gM(pPAhO6bTr^ zsuPo&dz}f5(Lo?Z!^lX8IB^mYZirPlxS1nD5@ZBHAYlYtb-~0z5P+(t>I8vp?Io(! zYk-FXl4Kx;2-JWAP}}G|H7qoM(E|*E2)itqm;tov(RF8&x(jh;84|CO^f_grEUmD# zJ;aFK_|XB;#5C2+fDE972ZSJYLOHW6{r%R04hL5a^OgvOFeOHT@iV{)5Rn;ZKWBNSu%ai5D=Ub*vYF zi-@^lD9fxXm}?a+;l@OmGNuH~5C+raWwKgKt*u-{C)qndUtljpKoVi%#_u3PVrl)n zg$5Vy=ET7wUB8mPSFK(q*BbB0PryP;k0pmsElaTQKvw`mP@* zVr-c(Q&ZV!RXD%fL4db(H$X&k2m*3%BDb(48wf~X4`@~EF1FaS{Ck3w002&nH~;`3 zW(t6247>;gHGN}llQt)KyzwKf0#LXsU_>Td=QQ-av;{Uo>#Rj?tf|LFsx;h5Y`yV{}|i>6E<{5Baw3fn@X*9PXP4+}rK# z-oXRl_16E>|HnW0^vf^**ZU;@w+f$v{Ylk{KRRs(Jhesj40`Sbg~|4)DO z@w0#QZ~x(s|M(Ao^5Y+V{OIDm?=vC0$6=gaU*G=eFFyT;fAVMl;@6)|$G?QPCWH>* z=?eeq`|thnk3M*M(VI?pciuo{KyY;cAf(jgoD(;=&0UKlB4-BXa5t;9`m9#Wr>aH$ zIMw4cPemPogmTJ5%Ij5Luk#>G7J{+rQf2~x!(qI>yWJfQ7BLLNX0sUpm{gb;BLnm~ zt%o%9>{XA)!+5Ntssc$jq}8e@Y`5dp?RF}aQp!1llMtj{n9!?Y)%B1s&Ie!&g5r9! zz5n#(tNY``xfe+coQ3*6b&>?2PuK}Dn3rPao|bkVS+50nlr)sg^oVwOZ?75mC!GI|^c|;2l5!Wad6` zmj$Eo2*TWEQ?;0@wut~v)Ib$EzWI|xcY(&4fHLy{AOHwHN7;|NH>#tl*Ai~%3Sn*z zuB{U!5de^b&BCi&RnrJ%^h6%$PHI4m#K4KV)U8stUJpZ`H>-{UL>AS242)KgB>@pP zViA&zDC=(MR%@oATU}ya5oK&zVPqZ?QVAUqToQs4A&PLcG0v0H4lKI6K@14dNNtjm zXt-N|BxHfW&|;+kB4TRHQFjBaVU8jxcg$iQ zVc~F^JaCV2Gxb^X;U(^RJ8G|obt`%KJBe&ylXR74u-gW5PY zJP6q?Ku|ZR=fBNSn- zTIX#og(&e-2|zS~=ms`6LSq;+n>v6qv80r8Zpv0o!D*h$I8IfqS`aZy&V3&uuzVE; z;7$ncsj(%)!xYS@OBez~4iRo;u4OvbGBZ;eE;G4+Az*mbQcPZH@h7&UtV5ZoNM282mx+_cG(Y~JbQX^ z)W|LS^M)bgt9bC*yyL*EZMF-IvrkLy)(j$o9W z-dx@NfB)=f|NIx9?PukbGABkpTlbGIHyz7bpn7bN^YwQ3 z`fhhDnsc}6hs(=#pAwh}BdQI9fWve=-d^9X`|kHY`FJ?vV<}(0x_y3ieVocL^p750 zoQ>xVe+!85IPMRJX`0Pk7)7|wl@Xpkx}cm=pThj^_U7fw*Hh79*bJ++njMaZ+uOUU zb+aDMH)|1r0J9(>$%#3cM`;$%R;%f8oR9M?ESs~9Yb7SD3J{5CHFVTTB1%Z9m8B3h ztjzOvyWdXJcACdpr>U5SAgqS|Vm+)=e|f$_Ojr>aB4VEAX_^mX2|&ros(P*H>RS6m z(TPoN;5#YIASc z;t&IKW>=e-1kr1?GWUe*EbC6X9$1_~A!3|#oTvRb-P|AV54AewEV=K9kQ{_LB?L!A zL^B~=Wy<8_6#>ma&8q7(*Qr{KXsW4f%nBWYjN2QNgEQcafRn%;BLFPGOlz4-D;8b0In-xYddP?iLFp zo>P}e#E~?B+caSwR-4QI{ApgjhwCT6J)i&}fI`e%Z(w|3x(zQ)_ZLqzUkqxQ50N~; zF8~;3uCu#FaNq!pl!lN5oB;{I(3^~Dw7wvidmTL-r9;Um(zr*Bpcks4PE3?L$UOi9 zBZPxbs7D`<+z-ebU;-9E1}tzi9d~6sxG(SyiV!8vD`C=7>o}HD;v^MaR53_|a?ZI+ zEClXln(90O`j7=uV?-xVf}6vIZwTQmU zDqs=`6eNk44obBnL?I6J+04iL?bVy>X`ZL4NKXA~AQ983swtU8&X7tZ{N1rUw+T zbXObu)zz!ksw&KV-w~0PGS9PVC8E`8C1+S?RFoN0Rt=(J+Zi2X@EL7{Qrm9_OEACfH!-4v%kVmuNuqM z<1Z6g6ogF=A3r|-@w2B-Hk+KOfE^E$?yR|9G)Y*C&|;+;5vGp2oCz6$gxL*JlAJ{W zRH0Ox<~kNL@Y%goE7hyHMGLTI7-)T z?#Hv$E+_G-V7l)3NAJCNzIn8o0Ilw}$6vm<{gYpQ@vGOjl_{^*obs%3IL`OS*&`%z zBI#1vG?I=8Oa;8Id%oH4fBD%9bANe#`)9xT;`7&clR7YhLnrC-yuaM6R+7%T{On?N z-uEk^aGgpyPGvTqJ&MJoet(z_bJ>kmJ#v>ft6_69FrpyVQpz|3XqjiLH4*;ggZDrB zB-N1n{q9$vzxw4D&+m@o#rgSr?~VO%M?u1f1joZ+yW1W2qne6P8>U?i`IGmbN=~I# zoyM0hUp{~SYAm&1t-4_d@G{NEaTdbRa|$OSYor5VPALG#u^bQ6{xDkTLak=zj%%^Q zVIo2bKn4W@MDrLAQ*K>KLXW7$ZnyjE-F`byH^*^1PKRk$wak2ZzJ9b>KU$wv@biA? z`ve$Tb$>YC?Y4K@11@MScvbS+CoF=ip1tJ#ZJ6nPp0BR=udcTH<5Ur+Vn|p@h@`Xi z`fRhgxIF7q9&!e!B)pzhn`t1V2v@7eZ);^)e%d9)TO>-KvMO&D1irg zn2pCW)w1sRhwnWmNh#Pk>h?tqU?^Bmpm{M@ zXV)lttTtNN9p*RpyX*V??S8&HC;(kt4D0of5M6-~hs1r(ZPvKY5(I$J2&JX?VVaBC zvD8Ve2F%3(0tJ)Ex))JcV+`gDAcW*V2o^8{6t%HHaVQ#!;_k&wJ+y+ssg+~~NaW4V z6xc%}C=h_7&s_(pOZ|r*ef$T1^v7rCkC_5>s=M3!>sQD9T^+}9oYWnHlcZr-lZ1x_ zusfEqNM|HD0MlxXXBW_Iocg8)hF|~;a38lf$5+1$J90OmvpJ z(|%`Vl$5%DCEWllAPg9wrQY4m;~}kwP8>)#LVCLm0S$K$x$ZV&r|S)`8pRVLtCJr7-Xd0vm(UD?&!JPaLBOgDFW9Dy>f z4%GFB{djkCbN%|w_3h3bx>YYJug}(H_IWP-D%p6s+N`=E&&O%n?SkrboTuYH_ws0+ z^3Xxo0cqEP9`E;8ukLQQ+~uOji;Ih{?;wZ(G_;JR8FCp$Aeo_>gSXi%NS$~JdV>eIjE|un%3fGDN)(1hILOK zRuurct^>j{&HL-y<8cCJ*sNnHI%PH2s-_mEfv%-8gclofdi?ktR>LsJJe6^OJRZln z)L@(^QOdIJCu4>l6;mc4fR zd%&q9{nb?B^o)47Tm2W>9AG=c{>2@@9h};rZAbR*d-z{g67zMs-ZyspZ%P|BV2Q$i zSsMa$1n-}x-+TYrN6+3HR$0w=wTyF_N}1KFxJfKF*v#Gj;1%f0F^EM|F*63x} zhWD$7X{d!k)7=HLaF0eD20{u901-@tiJ)V?I2+E_g8L+UhvPVw%8VUS*Coy!q%=`0`G7BPhb$DoBFN_}=67qqDO|xBIirK#qxIy-sqIhQ1eJEn4Pz(z4r4 z7LmFk9LJ*_RS&gR!vM-DfVmbcCpQ#Vou*n;A8(R5PLrGK)!lx3m`685s18#NYYcVf z07T-PC3ixA!Xk+_UHWLVVnBi9icC1ydYtR+VZ7QMzP#DJy4&ARx}OXIha1}TX-LUR zfXBtUd$j6u$Y#}DoUdw~MHq#S$5Jc~b3M*wG8@f`c~xa%;#hT}LnoUje;rAJ5`-*t z8!(SKU}8P8j^UG8MNqHBYN=)9c`_|pX0^&}Y7QO<999W|h&t{bT|9d9-X~}0?{8L* z&YxVaA3a4tfCJ2dWAXWJcl+Y%&E1=u?O2p4UtFB8)@NrIYnBdzw1yc<->=3((x25C zTtOP>NDvLY3ZUuu=CjZK=|7G%Q@3I0^Uw{O4Wodk;e3!GLnVvUr3>U9I{`@GK-+!Y z-qrmrOt^mrP z+3$~cckX4iTGcrhbqnO2BvCD;9uM<8;ucrq8|p7O52?#G9`~$QWOXHB&LnpeA zQet;||LXbf{>}nGxLap-+1~7(Bgpe+#lrjD?ThDMlrpBAm{X!$w5&Fpe%0$d`#et5 zIE`a?45?>iG`DHqmSZ9m$!hcNetUOyS4~r&QkTZV@$UBi<;&|*tY7z!pPUa}?@s4J z091~X)#LU3{;b2CY1$vA!^Hh+_2@Bn!_C$07oWX&@#bnj&h8*x?uP#2;zEmiSl!Wd z`{wfTSevkSy3IQns(w>RTlKplem&Dw#c$!@RifAOm?K6`!Luh$U)|mxirZn-Zs>-OKY#gZ_fA_bmSN$CtnDF%_?|@Kw`Xto;Nab!MFu#_@bT00-}~r;r;jg@<*4;g>UJuJ zxz1IqdbKe3YGBbO7PuM|bqB!e;KAaAZPKSklO{xOsvu@fXt}Ax1tNk4k`plkm^;=8 z55^G2n`ulpLIDw8)oL{lV8!Hfs+NdAJu^beuSZ?o9VN!wyY1&MU;gIJ>zB8?Q3Df* zwzrMYaC6he=^nukf{mDz5fWpcs7uHJ?mn6sa@Vt3s9EdW7|^5+fL*|hTqy4$x$tiG z8^xRI+fj?UA(%n{1}>&v6Hw8B2rZ=)Z65@HGn4l#A2xG098*80Ui;M%Xzy?w>&`|3 z?vkHNI`4*=2Gf3j`KWD9MPq`UUw;VBH5TL!W6ML zI=GB(B?1kq(m2||=W~}kg2^@;$Vv>dK=@7o$oIXdbT_CIdznnX*F<89W`qeg=rdRRR`+2;mOnUoQFdkZ^pW- zu^lJ#K#2e{hpOskZK%tt27o3yJL0j9yWRF?cQ_PN#1K-zqA^vsrt5}C%*3380e}fp zlE-JmRD%MKbM6x$#IcscG~FDhm-mO~x5t}fIcgL`HN!*cc_w$TV2raaJsr}M^?Gy6 zo5L{+3zJ67?nV7rbW$xI8iquPdDFvr&X2mD!(@2&H-M5mH<2Y=m|czdYv7eYBb1ti zvRUYC^RZ0#$NklGyq%}p{r1+&TqkwFi^q>-xZIq5^xnsR{o=hJbG`ti;MsBF`3}lG zOjq;$^X>KLFTeck%NO^bJ-^#cno|Gx@p(@D`Q;|%-W65d99h!Y*~L^!b^P!rE7@EC z3V}2MAc!N3H&?&;#lQH+|H89Qo)WF!`{1l!uM=ga+^_oc#~VSx$d9QE0ssyu;4@6e zKmA3@`SQKj7ax73LAJjuhnrVlezCi~bIk93@PmGH4u+4!e2w8CM2JSnZbUaME{TL7^zP%sc zyu2%=_CxpK4?p?ACm(j$z4-F#&DB-E;WELSm)G+=4nux)vDx2kvxsDz4->fe3>RnX zE_LCUudcyu-0z>ic>VI__3NuGXIh;P;Iz9vINI&*csObReg4Z|{p`vM&eV!d7soy_+Kg=4CvFabG~Ipr824s%&$lyPsbKj(1|Y;^Xt`Fe|>W}->fb+>$7p_6UA|gv8>l=BP(~Zxzz3c{)^YQ_j?2M z#3+OoLW~5ZANcZkb~bcv4%IwLEiZ46hep41PYC$_)2Hu0 z`u$&i{^BdFDue}ud+@dVOUW_X6b*b!{`Qxh!Tb(A;AQ^j8 zwF)A6WI+-9;??zWt_*l}bNj{1*Kc;av04C9k&`+vEPg2NcoG|8CquWsl1=U={DU2nJd+h4!AxjvR%4KU>jNu&oR4+-iyb7JlS!c(re z(r{yj$g;&eyC7%nvho?2D}n+jab)(~Da*kS)xl3@sEEiEz)qcF6!2lTl>UW2-8}X=dbeIv^gz6%$1yBR_1**+=)0~JiQ==fJ%uSah z06d~rU7v4$eEDI2@dK6|_3p5rwzX`F7x$>{fNr7H0-U&Uu0)t?I=l03tZ`JjH#s_J zfEg%+D$EsQnewAH`oL&SPfC)Hh5%9~f3oiSjxgX@>ux;UP33A=?~XWns)2x5AUuN9 zqbi1j*F2Ydi(A9)ICppuBBt;NrBIDx?g#)t1Q)CR$!hh< zN_M;`#M01TkO{>$wz|M@@rC;#l9{>i6zX7?lXDL;MIpPg@3{h)L7eR}-f z*=p!7&oAGb?jPOV=Db2Avbw!``RSki^cR2r=lzg=@(0^b%E78#KY#K3i_fpG?&dm2 z;FG6MFP=Vq^7PqyJtWSxjCWTzI@R;Xk3>=(=kahrKu<6q;BdSB)t~+1`K#BCaDKV& zHvM>*pFh93zTIEnAF2fjQ_kVk09YU}@ZGjvzd2455X0jqzj^k-lY!FR%~Z8K`e36I z-oCj<@DD$FLLzUj58K`0<;~50H$%Xai`7T(KYqC{UH3|oIK-Rl?VH=X&p*F<@n+8* z^y>`H(|$(s4}SIX!w){I)!w{%eS3AkJ{t~@kKC_01Mr)hk~+Zz+w1)=fBNb3=P!ui z_kQn(A3^UGfA+KIpFV#+&IJN&@_k zXP3_|&fqY9`RR+Z4Su|R!ojNkD0gev9yEUT>lZ)$^wsBIUQe^FhT%hp_iDO4>(4F+ z$;l=!(|C8azt{|`i-Eg5bVynu!N6&{KD?|ytq!~U-7kOk#g}jHr;fgOb^P`78_Y0t zS08`$p;{N(cSMd=2re)am*PWM`E9Cfo^pRantfqg#Q-d+9X*WKegu=&Mre);R4{_>YU z{q@c3{eDy$dK@;iKASO*6|Q#idgSdi!u4zPE8#XA?q#lSDhU{Xt1()?;_GQ164R`A zFYoT}g9UbWy#qcw7At_nQ!3Vv{hGu4i|hSwp5NVV_nV8=WiZbMfLeWbzlW-uv%ViX z>C$dDUf-ANgDX(AWPAT&yv{GSi3uVY12N3Zv}&p7Sd0A4-^b6teD$^b0O8wGn}-L! zFSYodOeWqw>)X<}zohMVONZiJk(2M))qnRR{H^cuuY4nbO@a>}pa1xy_n$s_lGj5; zIFx!cJ33TACq@ir1Pt^D5AsD+S3S5%Dle`|EQy2(Jq$y`(BtG$+5T+g;U-Jj98-b` zmFe0$Y!2`7UBL{C1u>dV4#0bzuCJ1(W$B5h88w}r1|Q9VkrS#_SPV}v^ZrX)F~oO2c-rZ5}Q z`l4HVw~^JcRwLw;Q_5YRv&cfgo#yFqIJhH85_eTKQ$#$dfBO37&HhM;(>UMW-{0=1 zYCuQ<)a2T5EQR)6txOEfl)W~0*+7CcyRgclh6f&CrfnRGi8{@lf{2E@tEtvdg9s!_ zIZNtDvLjib0*qFtV)Hm@tq{S9bJwLLId>@R5(vFOR#$~MFdYG-hLuva&b7|tJeQ)y z08o+))ixWBlvQHR*jtk><`B`GN}mfpzNh1ik}0(p-`#dX#GBVYVz?A}10-Deb5J5E%P=u4^)%mludQ{B{rwM3R>S$VZ@w#^nQzKrC!I^}m zn<;NY5@1Q2Y2eDWs#UFOQPrv%Vq@hrJ%6;5WI&AwGQXSmeY_k)7~EsFI%z!?J4`TD zHjpN`sT2l*=0F0jfn3R4aX-3HkRyRpI6~81aiD+zCfxMtyc;ft_0!en@sMKl*+Bq= zmT=_pFt^&M!6)K>yW3-t0f9wXTY7}cZu6{r`V+JnYyv_^E68hz6vTiSKpx;R=otU} zzxjVppZ*C#y}zAaygaJ#cCXb@4bg#0)LKg!1F6oTVP*gTXWRYj*LU~({oVELU;poY z@#8=EEB&xS(>m`z|M{Q%!~g2P{Ih@Zr>}19^%1TPKvXX7%djcvP!7rhn~U!8HF^NVr^!(Z*G73XTSOU^$iJMK3Zdv{k}YZ zy?^n>?+#EMES#hw0|YQH^KoT{X$E(w0O_TzfAu;AP(a_q>UxKPUgF}650m=c`11Ak zSD#;h_69}(1Gvb$C!g=0{qh=tTn!j*x6`C{zlX5^CIC9Bf-4X}_nTvvzKj4X;1xD! zhhN`JKls(FOkAgm5#1n;et&m-_3~!7hxG`s={V`ne*T*;U+fMe5JTTV1cU+; zT%1p<^=`B2JMOy6%ajuceDV7Fi_eae0wG+SfBNBLxJ)YoUYGvW@#-+EIjo*<)9`A0 zEWdjG`o*i;+by_5m&%J{{otZ}{C*UXN9$ENmaA7cX7$;V&7=8z==xBV2sFBz^u^8d zyW_8J_v4$}-Sb!5yUA+Dw?}_-Kh;ul<}YuLkI(wYmuo7z!MG6YkrLuqbuRPnFy9`g z*{UHN<|0HNK6&pCKKkg*%jbXk%P%)9Jt9*c>-_q@{Mn~h$7zE(Gp;ACa2 zUyNUVb~knBtNmg3`KMq0`qP)M-|Y5>7#*<-?upl6lxN4oTn}UHCm5%(%qHlaj!z>c=Yc-?>uCTuj~Te6><6gtw(rv(f#m)XCFR$@9g|6gp0?q)={l^I1%U6v!vWS`P!tj zo4JEm)5^%`rG`TwQ4&sBvWO75nblN^s;h^ax@v2wF1cJ=KvKdaEZkg)731bZCj5)ifOR5V0V&M9S))MSum0~^bJuFbH*%(XTj z2?tz!LKiR6IGH&>KtM`)wI2GeW04jy%+#8m0Akm5L+|~7sqc~4K$N^xXwKm~jWI#Ya zIr)V-P$1!4Os$L+5zuVn*46{(Jqa7up`9Q_ujEG+gMQh9gya(tRd&a|fTNy4xMborb|hK>c+0#qoufdiCb+)hoZxZ*R9L(|R)u>pqKwMG_XFYI@jCH@C;_F{pz#bq>^N)YrFuw}?i_6Q4v+&sNZ$A6YXRe>!+->J0pu;>u zI$wSC$tQ;V+3PpIcy)8Loty!PrsBI1rV&cBQmXKJI{xPBc=_u3gXhmTU1w$9Zx7-2 z zm0ANF9XRo$C&P+`IX%6+yu7^VHtSA0uW-HH{_67=bT@wX^7TLe*)M z)?dEvMOKo^VVb7mWW=ay$8p{tLjx>GkwFdSBOa>;tA_=Ys-@IIle;ME3zN9iY@YtJNCCKo4V4Fb5DY1ycZkbblO% zV@lG*9XK&Do3=Gobuo-T*{8MR0T_}$e*f_gfAsz)@c?lA?xX}yq2fdX`wOE=@wUmh z-r+3$Vw;nSy&hQ1HPVoqAIGHY{!I_ZED!pVBmTFUQM&8Fit&+}ZWhcl5d z4}I>s+=&1{c+7LDrsh_QPIIZMYF3LzfCwj%zVDKVFsJ4?Cz6uTB2e7Yj#}p$u{h|M zR&SE|Zdo`9_q}Avi8*)K3;{w77%3;oxnB)S&X!UqIZMuxa`SuuSR8bih=o|BX}vpy zSb$mr3t}?EYAo3v%uETI+J1Ft>Jlk;7T^F{W-}!OUA(AGwW!tRyoZbGJ0K7eBoRq0 z!hj?xa&|a_b`}sR9?BO4^VS)3KyyH=_2k#=E#YsL*G-$PNg!ndC)OZIum~v|n2}om zfT9N*^?;7tM(&7E5|98J1OTT%4w4{tpeCV30gOhAO&=J0hOq29Xv?(C7S93?N9I5% zT417TJ}YyR2Sqqp(ULbUbP`7Z1SX(}glQwIT;{&a&2_L^t+Se{yEZp&GgCEYa|1J9 zY`dws(I6lehuvZP^7TvE-j|{`+ui-Q}8j$GoS7gNI0faB8InENtfGb=Xk5 zCgEX@9)Znm7MkX2Q2x>1{11Ng$Nvswfja+<-Oc^WUw{77pWfYEDOMViBEEWl^Tp>c zZg1~jy|^(`5(eb1&rIBRId|RmZh!w~uWq+Dw=bT*zP&$OT&#cedp}v7JstDa7GKxu z>viAt0|kwTX)cu#NuLz}n8sOaEde&qSR%Yr7SthMYu;a1gs8Z}bMCX{u6z1u^XTF% zZThPj4>yPFH#fI$_S5X$z(ZiKARN-lO$cDoSm{}x1^|{2Qupc;uO->ku_gdy%vqQj zg{_(Yfa`2c6;>650Ui1T=bJ7OHp99uaX$>|1O}AT*(D#{QU!HD24;u=PQV0i&?M5; zpjI~kt#6Gd5r7exfdGVo1c;l7Eh3uMFoXcmSf1?xIyshE&E3EgFhSq(s_%!KRw;k- z!Fzx04}bKdAAWdwcD@;UPF$yQIbNKvE}lL8!EV3Z-)~cbf#qzqTAiKk6=V~*DrLH> zVd^l4sd(f-2T-tpqr-86>uLVt{tX5YLMRZzW;YM7?!y)rD?lKEqHs9EsGtCg=DY%c zEsi4&WsJ$|?odANegCzVqMj{DN=(_3Kah_QS#EN%q|bd&2j= z{XD#zlYIqq1N^r4dqGSyOwIV zX|}1US-AVj5P=AD$|BNCo|=CR5euCR_lN+oR`r-fBpkG=t3UX7dW4zJWmeNR*4V!F z)`4xr!X_vJX)#@FUsN+7Qq!u{%*#0GR5=MRPJXA{JfOLyF`_d$0y712c%UQ!a$=I~ zTFtEs*WPL^rcF_|s+y>UTdl_4EWy1QJosV}h}+|&uU-L5tvaiz8J-kynuL0z^aCgW zyO}cqU>!#i24)svNfC?NxYycnUmylIAPS--V?qGL@ESyInQa_Tu*GvMJb-|hT$>y` zHo+(W2UD-=t`P=6F4X)K0m1{C7;!t=*0~*LI3CNZyJJt-5n@y`6MTEGpCZIN(e5Gm zoeI;pP1acK4wl!Q8X*B-u;~9k$moItI+CZgbCPtyXYW0J`oZHL|CRa8m(#Reo#p-E zc>B@y^Y@>B`SR75k6#`Sqd9czepn3%oD&NRQiR!9M)T?skDfd}ySO-i{FKxB?0o*{ z1NXp-i}PV~CP?#GOD)Yl5&}4JDT)LJJ{@Pb%7BtMCk6|xC1qk@BqZRW?=LRat6>n~ zQYN{%r8Eqir)J)*x}3Y*<-T7HtAR)y+|g?>4-W%v8oRSmHHn zY`M=Cq1EP6=V_kjd7df+4yz<0DW%*e0?J*^T{_*1q-v$qVs)IR<9;$TzM`x0=gBLd{7NL^l{NiF*<>PpqrWw$B7FSR;rn*`W zKm6f`kKTVj2xs+itdrI8I2WyDu4S&A$u)?g`M@s4A!68qFHe%=d> z5VyPCw%T^m8G$+=1Yk^^n1;I}K_oD8H2?q+7*@1i4a2H)hiX=9nTo3EtU(Xu5kn9d zfE$EEPH=g?e){-4CGle5wpw*(=j+Y+hJpYC32Uk6)3o0mkKg|!K2mc%Rl+^ zr{nbd0KY-F4Jhvn8X&>~Vk|C^C$7^en0#9%*YcY7=l3K=@HPs?yTAY5wCFpxQ>OXt zul%ie;rBe@J9he8Q_XjkSbq22F6ZPFt-q4neLdxDaT&h~1`@zJ!3R$-e)94AfB5^K zeEh)=9$lX0zC&*I&7l$Mrsk>!fJ7v@K|=h1iZw!7n>H|W)Aol$1RRq{TRW8rnTY`sa!!$1}=LujB?j-4^Z=JUaL28#9FjA32%38t*>TmNCeHrhcJNJM=n)Mty3w} zRMZrSQc7LUouuY=keFDSr<1RTm8zDaw(K?3tT|qCvmk5UnidgZtvyH$9)Xsa0Dzwy zsapow`q`(yyQ&3*s;X732I0sg%qa_#AU7{FTyCIP{%KRP(3}j-oAopxEC!QI5$?7O zX|^VKqcoAQ5VIr^VF4xvq#$76)?pWuT1vRrxoE8sPHkQ@i7?~on?(RZR7Aoi_sWa) z8ljmr14JNa!t2)jg}JtD0#_9t-m?+^ne8+J>T0Bkm7-faY7eGzVN`VJWzS z!xD!y0CDM&1$c2lc9BYr@E@l(*|LwNU1fN>RRfTK5EPgD5l{E2TXUCk25?3oYh`eQ zzP!zKE4VI41;U(|kPsulni#KID;*5N0Bgh^YRj4h9SJ2)1@1$Dc&Ds`)5-%&^42QB z6U*W)IJcacRxY$K?x$I&lHI*5pX!}C*2>ONWOUX9!ifnnbTagxK3l8%GBrpl4!AkQqMv;Ge)z= zatwE~GEG`axOKe*pcdQh#&MjikwOACn^j`zxMSun6Cu=j*14n%#1Rg4b{6c{nSfM% zv&m-{=R@wT`gXtF?{;!Lt^L_4$fe z+?Oh>lmh6I7|m0TRi;O4`CyfQ`Kw=iw2?o)gmDLxfz#5FZy~7J;5Mh&##1-<@P|g~ zcjX{&pMYQGZ@sgqd)$mAN}EvKmOo@_s%!#++~tB4-ltGfn{U>7YAp| zxwRPpJlxI9z@cF}(EMmTRF|X#5ty-Af`(%R03tFWk$ITKTuYgUQq@c$f*2W*krI(G zw$z6JPv$(hTxt*z;2vgfC&O=m<{R8BiI^Dy7JIs-rPL&j@nkV$KATO&EL=TGRkcv} zT5X!jG|g3OscPZwPRNuvr;bDrnV4HTtZKE^ahwk0I8LLPr`%kRQ%>9v#Kg=(4bJHM zF!#DZWbOfGZszSU5s|2^#jqr15dq*H&^%x~%w5f*+224AAu$mpA|!0hE%XRgGh2va z)F4x))⩔;yV|@VqX1_5tdSbBHWPxJdhS^Sv)!ZnVVy2I|?@kK*QkHaB~D`M-s~y zho(voZ;U{M%`;O-h>`HbGl&TH*3~oBKynPP?SU{eS3`tG!ELdIM9>KWJrNO8inb?& zP}Qo07gM09Zm2M>F2d!d=%7eeO~Q3{};tr51G$3l?I@>$6Qi ztWwHuF_&`KA4{!)L4*P5=I&-{9_HrUN-d(4CFLxM7pRoqR!4Ax3d0@1!;H$8olZB#;uP z&VfC^JhU#KgqFeorSNI#HMWQm&9BbgYSVO*i~#8B^ElU1B0>^TV3H(ANs^?*jIHHR z<{8k;v`l6Yd6i|z2{V$U%-yPIN^UWidA~nQ(`4>J5=aVYO?-ff8ij!Z0>ae1)N!iQ zJWs`HT@Br%$B)j=&r|9U(B0j2n&)|(=4l36OgE~U7Hw4$6Q`7N?owhTYSl0crkopX zAObAh)T)}Bxy9n8N(;7ajT{?MtA-mOAVcHgx;qjIBOw%l~C5w$sF zzSI2t?k&FYmv8w+3r+6?NBs8ZecOf)&w85&;4gl}~M`}jkfW&aRBe30>?&tvwt&oO5k0@2AxsIhA=Q3AoM5@*p zb;Me9p35}PMXRbc1WJT+&Ph^Zq#?04{vQRl^~;K@1_Xg5!o-|~8!fM$vE`5=%p-eP zEX=D$U$d5kHXCV(mZ&uozlgVAY#SM=TIVubwOIPvEX=|pspZxb01qw9mN4N79ft?M z<%dh74L+Ri*{Ujps+>tYtgYLK?KCv{T&SsPHf<(r1 zQ%)ko&=1|vb(xWfFd$lUyfxng-kEOkpyeH_s<|3c5E5a7eV2=Z6A3a#2muod0V0^X zxy`jqwVH)5bqKf9p^cHLTD6wB#sUsQn^<;t2mrOWIZXS%!!pN72;s|cy8Dv;M7(pq zpAw=tad?-z2$m3r7^naUOkoHR@X*X%U>F?wv|0B#cf#0^?YSa>7j)I|(_F#BrPXp$ zY2WcTq5p@V^-ePP&49T$axb|$1~llrnSSGG7qFcCr2*@KUcmvHn%?m^?+@MiV_08; zJO*GmyZHETcuJ8GhV_|90`TK*x82^))8qmDs_%ytNd{#1s8vhRS}O#wB*~4b%0y^t z)`$wObv~JZ1GZwQmKsgR&zyzY#h+8kDd$cap6u@PT$cR7jD=I~yRJ)J2La=8)~ap? zaLZYm_D=*^bz^kEItPG7C}m?>JTUh+}b-r7+lRpZ%YIaW~!pATPJF zAasHqVb3Ip2v9Bd76xt)Jbr|)4=8*idVEJa^=l2nQ-<;Oq4?VKzHJBb&QEWH+q-{$ zV-Mf)>#slht=sR64E|2rcR`Kc%+0s0Dos+tE90Ff|@(1}+?fDu86jL3~2*N#`s17_93 zG#$oiuIdryOB>MvTh-L{DLE5T&MBvy(~`OoVLKJ-K34?`B^WY=rA&xKUDvNxtD)~6 z;5TWVRKmqI8^8lw?iouO7jDa3Z^Pxh+1#~m0|F6=2s0yL%b!XqwN!Hp03jA(W|k!F z@DRYw&2V9|p5nt|b?EN4v|(EZ>6Gt+nxkVNAt5CpOf6z8?Ono_8HT%=tJQ`bxUtdKS!=D~4xCsx=bVA4sHy2(>)|k#QfIBTY6A{i zx?)z#Tun86nS}r(CXyvjZMO#0qT%Z1roI4djae4&OzOYQmjnECBO(DB5I4uFcb>Nh zTz6TzE)RW9Nf;T#t0;hlNtlH>f)hfch%!?mGGld+?hAeo~?!+SLcutK%DP( z{q}Y~?8BW?mfVxbsoFAC(^9;rcTkH9cht=2viF}FDnvo;p*NYJkGlv2*Q zVe*Ky49?riOijJHXNn{iCT90gb)=c3B=WA4t^+_Ywdxf?)hbIfB&pyKk(pRHWr4mE zNkT;K5aHo|!Ytcl0U!|bgFGg9n|#K=R_nMgaSp+o{7Xc;drvTLG?FVqm^Zy?FI5pS zkdP5kNF)MVjq8EIfCPYu$N)=md&=P&qK?G8wD4OEvoKWJe8D31+)7+wNR6nB3ymVo zW2x@iJ3)&Fb*`qin5(*n1vFVH8>SK%NKC>@4dC3qUY2&Vs3`_<*9~WVS27k}|KM-^t^ei!?(Xyd zPqWWUWP2yDd^6FAhd+MXhF=+E_^$ls zEBk%>#IMR)!l}3TAbR<2um1}mWnZs-f0q}0-|im@-|x!d{$jfW00it)x;Wcho^8(8 zL)Qs0wHs#XCM~#Wlac~+uhpy8qKeJ5l!yR2=4Ry0&HA({R3%CziLsd-n7fL5BXuDL zU^CFBhjUIKB3;T|N+Qxab>^)}xaeWD#Ks}2`CN4z=fgN3r&+!EP^PZ$a_&-2NE9CE z0pY^jcbO%(Th-AQOaZLXz>|;%$U@F;;Zq#I)FM!rR>Ls#eG(yV8o<$*rd4e!(XsR# zlfZeO9e|lrO1aBP60_nV(Oo$rh=DnnNHCm| zV3$+Zr@l)Gu?=JkEVRalNc%Qwyp3`vf<#Lg@heX|A#msr3O;H*v~)UgN8K7Yf#HI# zETK-9R4;0TljJ?$&FcP|5HYWz-vDPI1k5>ily9xfM2wtTE3g5@X&G-f zfEI5Sc;Afx91z^u)!c%Zm<0eD?$TE2c7qVJ2y;q^?P>!zi)c9>H%bQ}Ft)j1H1}bh zAK}@0-L+|SVsiIdO0Bh)5@E#L@GwA3BHhq4i*U+aZk3QnxP=)mLn5b~iLfDX!9;-w z6wcrgK+v)~ILZG!nZ?SQ@z8GBYv{({OBe5OT}aD3CDx zq!O{fgb}`g?6eG~0W|mB@CXBDHw_>bN=pKU;1SO4Jhn66AomDx1vDsT;YC#&NtuX{ z5*U#%BQ|C;E-9SAi7bx*gaYA#feTI(z(9b+h{O+xle=TMxq*fOIG{y@H>~Ys;&kF< zV5514gF6B;03!-D5N%-^M{}g5#7NBL_}y+CQMF5D8ebV&l2dC8egehG~+>DW^mVF(2k2e)h@x|Fi%7e>A1^;y?aRKfi{mkP}>X@RJX_zxLzz zKYZ`W)5}MUbiY0P)1Q9%|N4_J=6f5z8ou7moPM|5<=yS!WpIjm4?lfx(uAjY^VM*+ z+#2ux=KFECZ{6Z+@BbG`-@g7X?-t2l!56>s)bBid-+$1{QJTkLnoF&;(A1E5d1;#m ze5k_l)WtJc2H_xrqD>JBLvD9WyTtJXGGW5TEQ&@ka`0&6ajfc%6I@9(jM2lFAWTRM z#Mor4LPOom&D7M~S^{SdRjsILcr=0vAyK>GPdq9QRdrVci6C%peF^ZuFd3zG z3TBLvkQ0;0vY0zk1*{men?jo`W+CAAmARWK)CtOr5Ry{I(k05N0rU^+H8$kOojg2Z zsfycI-++b&*_wrhMHoU5IxyxeLzh|`rUj*TU4?)GR#oAM2m^O;1hDXkP_!Te0dpV% zh}N7TEk=TF0Aa%1C)jkf={YknBVw9nBV_Q@XD5-aOI=PvlDZT~rK*}tgWT`Nj%n^x z-B|>YObuvo_gboZ5F;T8@-RqBsY}AlwVJu^_w)9!JLI(89!iRRAh93>5+V?$EM3>H*F)DO0Y(gWE{K`D2&@uDbcEOm4_)eW zBBDgdh#DaQ(54>VSry&}g%j(xO|Te(pG1*Qg4s(%jb;3SQBWF(0#JY)pfUdN41PBX7>g@@zP{KK%jPxJTOVW>beuY5YSd=)jAhb zMS{iqwhehO60R#9jjx2uNkyWE7{1&i80~XWTX5Sq^zK*G0%tn_jF#Vn1Mn#a z3~Dp zNn<5LG(j5=L~kVkArPN(;$Q-@l(Nw>{YBhbBrFVc%F?l2sI3dWSiTXpK~+ELDz-0i zIcukr+OEEEM-8j3HyQ2ZFZ_Wpi*SMvZYJ9R5d@Bif{>_*t}H97Q&_k#5OFXec0|}n zx~<3ph&X*IB2^0ZtvxW zT0@!I60&@TXf07t1tg-BM5JlqH@4C8H8-BJn+WAj5J63C)^WF+j)&FeVs)|ppZ>4@ zZn`-CZ~w)geERDbXRF~y??3&kzyISOe)Rs?`Ne9zhVW@T{PjQo4Ez7;@DG0e{0Q?q zS;xDX({J0p^%-CJ<>_nwj#s<`xxIbs-!Z>>n{NKLRPHN}|AoM}uO_wMw$lfE@Vnpf zFZyNx0C&6ntE=nX{=>`5q06la0?>kT0G!x3OKs%N5SdXZ6Oj;$2y^4yw--e$DDD!+ zxVd>OSXi5!gVwuK19Md?)!Lk(6BB?jc8tKt!rX$F6FZr(c#~vp%7_u}O=c%-Nxoa0 zCIUc$urLA#6roO#!7wa5+8iAVb&@wd1S~4F3#s@7E;VfqQ$@lqLoeQm%TiTg0JvjS ztin}M8+i_(k+KkZ(bK{>1<7byu}u-pmn8GV-C1~J)KD&D0wQ;)Mm1YCQ8V}OIGw4m zR>6u;YGkl>i?`-un3@_@hY+EmNe^Xi0AarnOS9B02WF``X9Nr5MI%4#R z=FmVN7!@o+vj|c!1rP@S0!0#H6ybJFrp$eoCe{!h=6;^L^Fj7wf4&-2tDAKRbCSd; z#L{>+2#BH8N@I3eGlQeV*rl{uWk#kpbQ=f}#3aJVltfyehZ?14mDL6{18^ct#9ii2 zBndN9W<-Y?E^V2^ht=sDq2m+;1Hd9?fZEzOfV`ZuWpLXO0+@mOC45H9Mf|jfMvrNF zDklsN8K?u!01oc3fbI+;5Dv^>wUG(I9n=~M?8^iX1)LB|Xqg$D#7marCME!CIUmwu zMB4_V+Gkjf@F5Lt`)sd{_EIDgz*FMX+A)nA6#yU$DB1EHj{pc0P2z5Vfeq|#z4B%# z+bFC6r;Gp_CI#>oe_uFmr@+0${8sobDBW`25ds#t5KaPA0RYGk4RDMAYM?M<`;1Gf zxWsS_z;N`1MbX3|=!E_@-XgZ9Glr`<0und@5zwO7+`?Le=+db(m6GismI#Yv*&(gT{DBS5NYU57;m)^EbFG-Hn>@4iXusv*!WkUQLUdha+;k z1^^osMZpaT8KF^-0}&fid5W|xO>gr<6zH_5$3N5qa5@#O{9d}SO~wY6k~JJ8AreRP zo~PD>4ro@8E#;07^x!~(Buhcj`mb$bZMi(!Mt}@X$Sf(*DRXHhxWoTj<4D;QZ)5=J)(iFQpc z7Zh-Ww4Tu0FdXOs%Lqd(WHQ9SfEF9V1B?TV7I>+F=L?${7~n*zTO#zS1d2cmiQtIT zGP-svGkKeF#f3it8N(P&uu-^Mq1@m`3pEQneKFpK57+}e8tE&R&@4>CC`=8lL4<}^ zszC{#-3ppgX!u-oo~K%ixhAG{KlCzW5^1;?Hyxq?gh&iQ#FRyHN{t}(P~@9?HCC0X zUYFD`PSPq2oka8ji*jCzZgd&}UQX<3xxu%8Szv_r1ou$0QtFtRVW^f05kN#;mQ^oZ zqC_Y}%SbSw8#YxnRR|*hkJkQa)&%PAP3pxK!un~LLzyE2SqQMtGGyv7I*#T|Dnty7 zA=L~pI9yyMklh#JI9i8R*(yg0LII*!bWE7Qk(pXW%|J;65Zado0LzU?G7)WAMKHoDnBR#p%@%j6`To5z&CIhen-87y{_2goBn%QNySZ z7CfSQsmrHWPHiLK)54^JQ;~n7QZ2wCgkU%=H|N_u z1uhsII3p8^K|m0B1Mk}VMw^a^MeP+akR8Dn)HP1y01Gb_2!p86vVhy*>B1a&s22iG zAv@llSvUpauW{dFNw1b(>he_wz+#fUVEewn`v642&4mUa932T95@Ak~gy}?(IZb1o z3Y>-jHp3}+fO2V}=Pm1+FO_|RD}51RZ>oDs(SR-IZBKDCg+&eZ;VFRtj6~>651;X* zC)$QrEE-{XNr?%8X{jw*Mdj28f^M*+dM$6pQ~Yft8t{cJ$9Oo7ZkBTjkM-plhi>og z`(ZGTTIM#eUCfI%ED*t=RdP(hUHaPNkI zuU@;qWy8}>zvt2Kf6h1Gx5bICJ@DTJZu{C>ecQ+XN`Ck+zx!|O^lRHx;rZ3g7q4D^ z^ugt3NQptXDRRXEN4NMK-sB~*g?A(X1)u=LraR*&j+#G|qHS?sv?LyeMlEcvT57Rc zAT$Ye$bbvCHK)`iPJ+x$6&6kc6Zp>Y;{t0rv{lhhp^>na*05x9f^CukP5~)sDID7+ zz98+;`oDOpf9S+?i{;*4f>>i12b}1u!4L$_4>>OefSFgdqN-uE1mop^f&m5b)M#V` z0!)mjq29)QQZ=jUvl*I#IR_X(4F|98Glv0smVB1+tfQPs5FjiJ+_8-i5VpQf8|Oei zy(Iv&hKV{=^-@AL%pw4m4h$15LrHN;RF{&NPl|f2oL_Rdw&vrK_BWiVE%Sh# zpQ|<7gm7RXp*CE+%po^KrzQUp2Iho8gapA4uuGtMQ%knS-BY!qT1s6cr2w&&*?_6d ziv$8<4WEi_I@UIz36PVBwDC5!h$^^Bv|>C<>=4Mvjf|BRP=|>CplMgP_FgM?nTeY? zA!GRPaB~r%Fba{-siCz1N^Taa=8d~^rnVq1j3IypX+a1< zZ1o8u0=Bsrs9xR1eVJkK$aW}?cGP;294A35a2s`6}+<>eD_rgmi3T1 zekJ)>mh1=JWCO58*oOsL)z)6vI2Ua{54lylRq<^CiAcWar<{JZT%ODQ{x*k0IIVvk z4krYvnTRZLYRUgjiR(iy2NBS2DMIv9zYiDjn+8_JsUx|7tq~N968Bfuj<2L*Z_7b^ z=S)37P;jcX+gqGySn!rkiO|xBCAmFin-AIUDK}hRcZ!5?O7)h^bJMIIq9M;~MGpe{_WZF@N$GTaI>jsO=UlOBBf#B?<%qVjipNP50h&_FgM9{UI~g-siqog#xXE z!hQFgyU!lhkon7BP6&vEjJ{tWtG5^<6r#d;Q$wF`C30f!+;o7zoC*<)Xi+3URozB5 zH8V0WB2z|GOueCqYG4@Q+D1xToT}}0HbtEFdG9Rz?e8+Vng!6j3ySvja09Z^=nMj>lmxQ?8`DoYuie%J?s~`plzqSz-$-q z|6M)AYtQrjpS=8&fBWsvzVYbMJWc$F=i-&v++?Q6k3u34FNX?h+SR;H1IQ4RY93TC z5mAAznUL7&W{JR01CYu{hw17tqt^w%q=QVLGpJNkBsEwXo(Nm53YED`^K_V|QrKN? zXh4ie#bX)WGGrRK&Ea^K{3R4cVU~iulbIoUx^I*&LL`^NDXY{IR)E0$uogNXz{C!~ z8SY?)8H*NG>l!sg)!cmd!ga`qK74LPBLJu{nnSn9W)3?U-Ra!Bb`v%0&3czE-2lKe z?m{iZo&tIRzFJr4s-6+Y#og@aQ9Q1WmM-U2Tju2!=B%bnOlaQhl+b;>2&iVBNWmO7 zxEE=mjCJCuYzG-$U`{J}QA{=S!qXz4kaZTbhDo#p=FXqQD7{9i+kQA^n7E zHot>l%X2vn@IpF6jRllJ0->6GB4Vj6a44 znTRK%$4Mw@=*Tb_OW91kN1(fQ7>o!!E9$W4q51^}*OdKVCz=c!Cpx-u~uh~ad+7EcQ)6GBIF36D8+VBV+^kkpLu z;p2z@(eM5C@BhKqfBLUK>bpI^35xsh8g0Wg)YU_GOrLdojTut^XA@LD;VvIQXNLI?{sVz>=K$xI{g!~AF@M{t0Y zhP0tEhyWv322qqK@Mh*EAIT^~bq0JXXoSEh01!4Zk=3YFqJS1vd9C%?E7c)+#1w-; zc(lyWsYgO|gBZXqLznES<-ib((0yg5X2#%b8+z4`6v8giH1pzd=zz_V-iT2OQJzY8 z$Y(zfih>jpBX6f0_1N;fdDlvasNSI6!a<+H$rXtyNL2&&TBOoht!%p@fxr;Ht}G2v zHQ<9A=Sl3jL(QVuhPw22!iNaG+PRU1Y2n;kw7W0@fa0}{+5JU0u;zX*`n?DA09FG4 z6U+L4hQogi5QVAL+n*>3s)|NzIl;scIGB3MwLoMXsj`|f0V9|F9c z5qXSsL=J0pqull=ZTuXx+`S9nHu>P3g5C#$$xOdSrX{Gj_++SG!x7vTnhwJ)>(*UJ z%7|(mZ^Lp+za?x!TtOL33`7Bp5Qz~ve18{@h8XdGo?ozGv&{B#lul!D?S~1>#4WtA zZV3&H!Z$dS^EN$x|5@uBJZ=jk;@x3=?nKCaxecJj76sdU3$UF#e$%lQa^m*Var{4h zvwo|4kFMq3+)O$H7p%E;4RFZZK>)_uH3K3?>0TPZOVimUbctoE1|FLXpxLj+r$4B_ zJpvw`JVRKIC23pe-6l3**b|1iTs8v;cX-p#t6I8)9s_I+6Jty!nuOdvOYxY>@t{fDO?L8Bba+vOqGaTM;ER}WpC9c?9E1&-t-}vaXLWlk9wO-V{T=+Dv*By+n|M=6K>lOL;`V-~S$Ng;mC10=L z*^fbFANN$Y`|In!ibFcu_7wv-E$c_mp1-)cS(Yd5P?^~&tcX2!a)XpYiEWNYpI+y# zh+K3#iZ?_e&)-4zew1!}7+Nq0h~!13(N&igp%uYQM4GgwU39Bb3xQ)aB1W<^e z)TvY=sx|7g)mjKVU*2G6V>>g106QZd!po8S3PP?@fB@QdGa9LLOJw05PIVp8%$XSl zfCR>b2BcanT$UQG=P}w6>`JO3p?P)`T6O~+o8JJ!J4nvl1aXKI?R@|dJ%=F8P7EpI zhFr{YSm+8_$8#qcgWmLfM4*J+;YbgMXgG>+)E|IgG(6Nw(Y!SRV92!G5uqN?n_vNW z$M)Wvs)+iXyTW9&sW5?88$d4-HK5oy8xg7+0u&-DXqH13&xB?hd@MMI6LGJNo%JFx z2u`?nacyU@t_S34aJ>g z#|0zgn?^;YHxE2eK&rJeA~SD;os+bCrGL|s((_@V@ux%*1M>xF*olMu$4AyrWU-ES z1e#NEAyX~f5Cfql+koaZM91>U)e=0JnE{~{Mi2mm46II@$Du*csnXgaT?mP5Wk3$I zd{A_G=di&{3v|856ZBES8R0ADW=N zLU#|g^HR$r?2P3d&fb=K>~)8RV+>8b36BSHsHrkDD5z;6Mo>T`Vz^j+yTQS*(!GY> zgGa}|@mpW~>_7SApM0h3+v>>3T;e$f zbR4P1M&z_j0KTYWHt3pwTq#=BF&dagpg9II=ffau8D#;oiI=plM(^zc5ysN1+T4kAe4t3NC+>G45hQR5Jt<>8EwQIiK&A zvomD1@S)c0xf)CpGkf!@L2p2Uri`vqkFCx~%g_{%L_?B|LqUd=MGK;Eutre<6I6|v zf?h_-h65XK!HCYz5k!=fl96R{m?K#4j7w$)s@Nl)2N7LV1BSCSa)T`TD8g|2#MEFi zEI_^lz#H%a&|sqC=U6*_>+0=z)U51b>|W&KtAYh0IMYm`2*{AhKj$?Rv+a&g^2G1j zDY1=^+1Q`>Iq;VYw?Sptz0(_Nif40p6DTTBvARpZg4j=oznKDPrj9zsPT=Nd0{AXc zm9=XJK(6eo%o`q=$BI)RM(6(s2?))}ThHJ0d>a^PS_i75#?;{Msb55 zL!YpL8M0AWX@(3yVd6#H9c)-3Vdg;75YSt}Al$YCisNn(jU5wK4sLGP#9_JjFsI`p zDZzQPfws2N#SnE_aG*ID2;QX>8hA%(BpaAIV0NfyiZ81fm>>v|Rp#ogULZZ4IFKy5 zmpb&#c--Xk_t-2Kmj%u>u>{$h?VI{;EAs)l2*Kgw0JC|)h-FRZa^lG33Ba7qNNWPz zr|QQg9k+|yjvp5*W}sCI=Stj>xtBj4&+9WF5CMpanIaXh>guIiw&8%yDW0NtT+Gy< zs}zQJ-+1)qVPaU}wJ*H*E#K`e=TCm^MU$a@;@48J-#h3RMQ^YDuD#~OKle*N=lb@s ze|q&gpY#yp#)dFOfcbEE^!V}B^#kUL$Y$gLrD`As-Au$0p4H$Z8mFvY--%f$iu z(ximg)IoF&6y<{vsd8qi`;;z(PT(f*9^vANy|`y1iTso73mV*=%fC(&j z8xRfC)VAb$;yGZX!S5CvTKG>erz|CF7^(!$$O3kQRg{SeFqf&+xs>8V7qtTe!=(U2 zNG>HXOG2OF^Br;%U~sKrKn%pTf%tSjgJz0KK%LCG1b_(pG>De>2oNFgo6z&nE)f8X z76Ag*#hckc*aPTIFx0%*OE^-1kc!(Uk#TLl3lJ0mffGeyJlj@rA@G0FegFvMBLiS1 zr!PeEYeYiMWa^CqAe(nG0MtF8vHv9B4m&ASZjfi8gdIjYbc;~EA%Og~8phCC_TX(i3K~wWyG-(Jx zg$M~0%#@kyG%*z-Hfw0jU4QP(cCskoU+bbu2(^Y#KyU!3$rz56hQ1ib!vlKlo*J@+ z5D+z~9ME8K#?k;BN`IRk0E%GWKo}4P2qs+GSi@LWmgpS^yiTb#W<>{w=QA@9h5g@t4ZN)%&zL<+Aj97}1LqTg{|tpHxAF5=R1hX*V)v##nbkS)yyXY`rf zzNO(~$t$>E)42L(L>Q!K8{ASp^SER_v(NbuRgQ|o#}e`fu|5!vQ>VbrS@5@!MY5;O^&6uforL<;u8c?Y!o|SFqO4!F~7td;uGO{*Ar*|Gc!*rlD|6-F8A!lPbglMW1 z%GOj&*0rtcvaG9tAV4jAHP_=b>BNj)2_vG6%`^lpdnRG{7lt9{s#KBa zoeoWeh~`?3({!j@5gEfm4R-*jig^MUWJ*7P5deGKZI}$(g(GGIx98ZTuVwWHzeSAN zg&Jx6Db8Xj;*nf5Dxd;_nP@(t8IpV2(X+J0pgE(9rs^t}4AqscsCE%iS-V6BC4>X> zajM5sa-<#Rg4I&@_4;;3^UVvR&SscFFeA)Jtp-$X!>7`KvjQC@FH*f+{MDW@$ zV1}8cG&De{B6Q;(0Zc@Ee>xHGe_z+t3-s5Ot$kEP96q)Nzz4;9RD8a+C%f!>DBenS%iUy8z}5 zB|(lo?mpXrfguY*y+cyow)=ZpKep{C>k^M_UY8gV5egTtw`aq`g8d9z=;+*UZk_B3 zNhgJju}VF|G;eV1jd90mvzm&E^Ra1SfzHRV+eT-HJJLM09lDN-Q_2hS~G-F@ho6Tvke#E**)w zG_M~R=T5;M_d4i>1g3-TbLkS#kI+!w_}t^K{gwCsU*CT5;$9HkZhL?H3+-bah_5Wc z-JgOAxc{eDVdDPX$3dbC3G?dRjyw2tkm~+Dd^{Gj%ir%^8DBZ(Q(bu6s)&{{P4l5n z6PH4aK?xa#PleEs48fzhx<*$7Q3Efr%~4bV$0jgqT{OC#_tx6l*47pPW5mN$`_)n8 zaMW6vMck%>+)98^8Ge{KHh5iM;TpTrvyv=Z-9hZ8T&W01%+)LKB0G>n3u>NWcF1;63immRxz7QeN0y5W6mUYLSw`(j1jKPL52F)Yu zb+a(hTPIp%>r>e0W1>P#t6eVIa1{^%Rv<&>B3%U$EAv#MOBZee1S9L$3(#n2Ew?dC zCJneYvQ6|FKzJ2)q-M@#1_$~w!Ia!lO)$S4C(w*qh-C(9CJGYE)0|$+Trp6aUNIZh-{4S|ZeOk$CS{By|VpT^S|pc$%K)+_Pg zzY9@hmonoXRssMUDs39qn!_KL8waWA-miScKDUQO+v zcmk2QU~;es08{`hs?>)P_cR9IuX~0eyk6$*#8tYef_a&H1cNSZSr%EES}=Ux;=p6( z0c+)oN&XUXVe24fU|GFdrK^jhJ$6!2+jw+;k|^ozp(>#A5 zce~v`glLJV)Ilf%j?3gq+HK!lX*k}7zTbX>07Zm2m110A7n@*-Id_O{d-k14G)8T^ zX-h%A36#q{6=EXg)|O<1+aDnu$^;HUGjb^JC(e`)hX6>(z<@+P^rLp&7%)pr6!Q}K z&`!pwArvplfW*ww1zn$-w_^74%VuMBU95*tUl<-1G(;u1dUEyG{_25jMD1*}s8IxtL=6X*=CF`CBq!!`=c3R1%&rjw zh&h6Em!GB&768F$_kf{W$58IIeM+S9S2gVhT@#R*lA#fpp{Ylbh3Yrch;;+!*^D6& zIXeC3GHv*PT#7|B35IRF!zpUp?QE=Ee1Z;eHQ(kvr-L>KUG&ytPS^P=R5Tvi)Uo#7eHX6=vzX)x+RV&=@3Qp^lHh=@BOqT{(I zjTmrFW^b!Iwp6t@Y2ACQc&!>$)3lvJYUR=W$U?Q@lb`T+-bZpEV=p=~-OoqtM2$$gYCvXL^VGqY(%v+^p0P}uk z9&{@L-pPF|W((T~(zlYo?{r&GL%Dhfi)G2555{VT!^|-uBQlj3;tf-~d0yC%Lr$)_8;gyNHvV(B zcz5U{x%iL*gSNzyT&NQR;*yG8)*&&vB&~9I|?B5`v1A z+$B5y1`;{#-fm+Gm{>96H9zg^@)Fw>25uYBEpaCrct_*D_H`8#LMo*om7uS;M~6*c z!xo5TXaO{FxXZU^^`>)DE-tp`qoc5kXKUa=+^b@s#lm?^$_s6+8j0l8KzzULbu`$H}-fqiX>RY_j zcy>%`8^+^p@hU@ZWH7PMZ4l_W+VV^TFYPMELC%BEHh92vNG04NzXD6tA5-8qv$h;$C;r&M+ec&o5L0@H9Y1 zQ&c6-g4EpWzU@V{_1dpy6XimsaB=72W_g$=*5%^%G(Ov8_5K+xf+=${LJzsIi3DUs zg)2{yGb<))y-V{dafH!bz(7@d?`!KGS3r#Hh1oD!judwJ(zHd@GdXvLDIfwN*1~hG z08QQ?Ai zU{qBAV8#N5Du{%nkl`>X0%IsBh#?63FeCD|J!P;n1VGae(HPWFO%Sc0Y&#e+)~#jZ z4MmT?j&qv6mv#J1;1l$`%%9Xrp>iQ;$(G2`7Z-G|0X*}n%(xZ})rHpb6+4Qa9qKXjEAE$UN= zM{PDY_k2rrL$a<&J&PmyWJ2O5st`Clq;wu-+6602KliA|ik)g}98|XUv44Z6th@B9AI>)n}1?3ZrA#UKxyG zAG*gj*qxSU+~y_WJZ2)~W&*H5aBs?Lh^rI~jsOTE$ulip%gc&eyqmL@te_chbk#ne zVvjn80Ul@w!%}<&v!@mUOB`nVOoCjJ`G}Bc)KcvDSGJYu!5O)mLZd)hw>VA`_pmo& z#$L({F-K?~Ozi=?@g*Gc)eMH@a)5~&S`2wa!)Ue?QJI&u-N%5M`&V*zSwkLRP~dqt zsHVQzN5yYM@MaGoWFRucZFf`SV$OM6b{{t|0a(EvzIpYx5IvM0P}NS zeesLG^w!%?=EFqny{CdWfwU=Tm@v*3xLhbZ^&jPszz|j06wQju6-ti)LW-Z*l4+;} zPD4o33t*EuA^JC3+W^o8@st5c7>*cZMkOeOmA&!@ARuQ@vx#?;QUn0xD6M6?ZJ#SP zcr61Bd1r~OVzY#s!>gyDw;6ym7!d(SzLRA>mbW-C^g3ZqBm}cR>I)#C<08wrH5=-T z98ftO9_RKAAH}_6eEk2(6#|UkEMq1x;G;vdEKg<@e~OZ*Lwh>+v%|NJkRVOQ&2S7} zB%8pDaB3Xe)uIz(K;dkQo=67_d{`7zr5PYn;Zl$yJI!+?Z4>f1lA^Y?6i+?;-R8o~ z0+axP`w{>^0lGq0TSdA?maDr)IMW;>EyWNi)1ouu3&Dl4hNI2h=o>yn4HXt_3c0f{ z*LL(Lu#x@04=DtQKop1sM8~cUBJvQg2`u1C+eD=xj+wK-LtD^5PV6U02VWsu`P|Dt z#jkk(EBm+O84#l>R^rY?bw)(B9t+H1<^dd@BIoN?N0Pa-++O{9i+$e=hs@9b#Eg_? zFd|EeD2f{9ZSH6h!{8wz|G+^dLii{>IXL+*GgA{`cYI>xQ3?_P4ON#FB$M1q4II)Z zQY_*jV=6`sf5_aOc(*Nscx}pO`-?x9y)r#{yqRSdxh2L*sx9?C4zLvC0~j$CF<~$+ zlEaxmBc@>wfW{XbYmJq#J%fRl!o7Svvu)+a=m7=8w5>LSA(=PXv>yWBA_-`5jAuM} zhD!U*)8(*XgvrK@UkoOM`U+E9_f2&H2V4l*6v8#-bJB#d9U&^hsflPlaWwWBi7sxh z41R6XoN+qKgGRMx@N+8cR#AZwe}cA6Hs-L7N!x}U5ZIwL!O(nwVs`z;^RQD*05ei~HVP>r>p$IKd~K z{1d)x7ate^%oD%$#*@d79@NTaq7wEk<~B_E;HuBY+{E|LQNlR?U88YKPL zgP0Dq@vM7Ewh0s8S)Teu2mrdXp0=S2>nnF|*ySm8z(JgXWLaE@Q+aR85Tgp_WnD#w z7uVZQDWg?_%D`y*E(rUf#?%!MhNy#d55h4`=Y*x?!7(QL9k$s_wk?2^>i#Z^>tp@} z(j)|c>}=} zFYLq{jv0S7$Yk5eq2>G}4pPHy3INVP`E?0P&>!ptcPUf0Rnm*MG1`6w?_uC*I1k9D z!x(XnlG|f1Z}*;HAaDg?Frj8<+TEPM=qF6b44YTi&}(TCZmhW)m@*Blx=FmeOlWt) zw4lsJtJ@f^JZ9_@$c?xg*2_V@{F7a(;>*MQNp)<-f#-%Q+j%d;p|?qD90Q*>w%hG7 z!+U4l_6$RK;HD+FOTreyF;*xHS)KD4$Y;Yzuz}Ycw1Gyq=T3>UL7q*=>|x_}f4C#> zcLN!VDxhw3V*>z}^%SG22z*w^*u`HP$9&#zecs@BP? z5NxXm9Rc`y+|POvIDT$Sq~;8KYD>G^rMA2Jg+Z7H?8hgJ8Ow#N;HK{ohAP^-NRO86 z04{K2jqk&T5gf6x*ZFi-&{ry?Gb%SrBCQ;UA)taf0@(3eduq_%`?q2I4s`7>GZH{Ss)Z|aWzJ{twUS@nfss^Ow$tq<1}%%$L+Um{;uKGtuHPh4 zfIgpV^!~P3Dsw?TV{5&4XO-xDVhg_X!d@~kQ*zW2mCV2h#hLNlKD&^u8}3#G=zs!dh*@nB6tDwGxckRc z?N72>PKnYIt3}f?Gc!b|x)q|JXkgDk@DOcG05E=X+!(2WWlm=9rZjsl7G%UQM(j}T zT_lUC#WV~>kA zy?60&<|N{PPy@3Jp}&zx17==Clns60*fJshcwOlG?K-iQhCtdq6^x}ac2M3@>X_U$ z0~YPTehNAasUGMi87wCoV5F2H?8f6lmkkhmfvsdodmPHB6uL7BJu@ z434u8rq2nCWI=tdDFtNo+S!Fn?w>gW1tGW)*akG<0@Wvvo;;ie$wsJ$~;x=%nzY{6-dmR@p4Dq9F~*||gV_~<2fs5hGnIng>W+ex8Z1s|zHRA5qPgE3 zL{D@C22oT}G)&H^5*EZl-Xb%{X$RiyzE~WZ(abwdgi@+#0v=1vjQJqBE*Z^T&4!ru!jQxOym)i21w@Y#Pnr!F z3D^*esq>wt3SCvfx^6}WVWd>!#6sdF7#kx5V|fBtc5T^Q zcbj0`;NykB#@#BpFwSg)FPNDeDHDUt-y7vHfEl_t7+`GoT$dyY;&#EL@`Ba}ATk;E?3N9Y{Q-6QAbnYRc`|onuX{m5^RgPC> zKJYYgEm1BIhCUg)Z|n*H*f9kAt65Hj?Vex*Z7Gwtt*|4NFV}qT@3axk5=R6`Ghi?U zsAJPb^t=CVu=`*92r;_JR>xqFl_8Qziap^L%eXH~M$u1@4;M0Vx6LD9FsT&3_l-eE z^k8;0uEo6iiPzOr$zYrf4aLlF#u>vgSgVjA8fZti-eN zb*Y)3tNGmw2X`8CH@@54$Nc9f0EzX`kS9bjL~N}~xQqY=BCWtcDbniI*?f#RFdS2m z3K|Ij2$;N50);diif63Tq1G|1>&j4=CZR)t*14%_`jS%k25=+*0^@A{Gt`_%4M>1{ z3^|vg-3vZju5eLQa%yd?67X7z=+6oHa31Xv3&ICH78|8T*r*(z%bhyL45h(c4LmbT zL~bQPcP^j%LL`=}<3B_Jba3mWgn~(=dfZb^o4^McE8cgO?t9FWnU_r{U}9vZCS6pz zfq)qoRxK)0Y6UQ&;#nNq6AuDy3vk@9QA(H*po0L}buKU(gufmj^6kI?O%=3Dy2vf| zxLXn&oV|hRu&`zP5 zKxzlEazvbt-A53I%{Mj;?03jEZ~@#9F^i~dn`k^@?5}K=ZVCiq z6T$threML0oQg-zp~R3s=0kUNb$sv5#|QZS3;2YWUB1}^qt^nmTwrkjINSa8Q@;jM z{6)X`sm{B9eG-WKOCZnt=d@R!!X?7kAGPw;ah~Uih`fZ7r-+9z${k`67z%KK5Ddpk z-N>uhrH<1Eu{E^8p1jE$9I9rcTq8``Ed#K`9GeITDw$y*#&NGZFH@NCW?6}V@(2nVCe=3Oxjip1a4JbR@QqyJrs*5s(Lw)@vkjp>B3L%!ISYIS)?}Q@tZHJA z8W1w?4l+v7#!47>m9u~O8@lR*e3%PQ{t$G*JSM(zN{<-Xpdw3_!`GB3n3@!#3YukD zOGf9IZ8K}z-IzPYN2L(2yFg}Ws;pV(JXboRC*fl1X-w(6-8+Ol-{~aWJ=&1`n@140 zxA{x#$Bcm+n#gu1*k%9;*uw|_6;Z)F_0YWjUv622i?Pm=Y+BmUoBF+TVKX8wW80Z` zDpghOsy*77C=d|5Q+HGqa$I}C1_M3Ck2mu3o83g0%aYoKTiALFc z*HwsW?ve+{o~7O@N-@L6#=a&*W=1Z+QCJQ|NV6SkP(Umn+8SV_LSh5?Jw=oI6r4wOatnSPh#4$kt+pZdPY}|Iv zm}%P2VZZs)CG(cM1HE>D8WLrMI3fTcZ~bgXHuT;iejW5kCIV_Xy#MxFZ(hL%cY8ng zPDlJ@UYq29^`kNU_YU}ZugfDp)wlmrnD4buyzReFd##^4a5jGIUh^~^k5|Cu)a1qO zvUcI>T@@%4A_QtkS}Ihda|RrY?cNU%>kmVu48<1<#>R~VcfPxK#L?;`zJ6auY|{`x zA~$~gZ2+dE{zG5l@MQ!{GeZJ1GeJco-AAZGJ}N~1T9g>Vo!z{lF$}E%2(U?g1yfH= z&=jzP5*hA*AplT!&y~+IFwq##-NWwIM|?EU+feGSoAxaaBv`&wIa}6Q?*GKvo8$@P zHfZ_yoFeiO!Q=Kg>bFIz#GpW7;E^aa5})qcHYC3p50s@_@2il_NVHw7Mu?t7sT%3| z4*u*SMi&Nkg8(*+@RYu~YYgJIkC86we@!7jte3*BoiK2__o~0RX&i_nAV`v-p7W`h3e z(ly#nd42q%MvR>Rw_0(w+Xax8FIdK7M&u-@N6c7NF`2FtOuZ8_dy~Lrofv_I~KyusJrKzeRATXK&6Hy_+ie3l7qDOa* zuz^QO?%{lnGmdMRGlfzQ_?54G_P2lS@pu2#^SfUJ?c~gTGEn(ASo4eG!q*_ePyNMT z^egt7+xtb&@v%1pDRy@sCQ=~;z_PCJ>_waF`Sxt{T&NJFL&H&i>~!}y5E4@+%^`a} zAOS~5RPqlgi>ncCThMlGkIew~uBI^xn#&oYmc>AakjN=%k`zee8O_DecEZqrV;II( zgH1AdJswMPddSRi+Ki4)dM5+7$E*$Y;C@Io>tbTox;D}7-4Sy}5q85h9A}iNl&}Mj zxS3ON9fMJ92!>pWv4QbsL!z6LWPpzx{qfM3=xqb31n5bvV~WBhHIz%-ngImWnjpxs z>XXGS4d44%P_EnkzIE4h7Q)&MH4q@jDF@mqg#ET5u#C!NAO|UfES0~ zJ@AWre4}Jnz=XWAj>Qm5!t;ycAt@9{6!)@$S95TEVc|e+QEJ9=myEEr2x-P_DiO*R z$L5LC(nX$5xV620&%Q92?f-H9GcJh)rT`0ofR|?UywSnH*$$TF`Wk%B*fryjxRadU zogxUU%%zBbi@;zDHQ1EJh4|Yp8cn(~>NIR>CaNZ?B5Iz@ZzFDIM-wJho~tFM7YUpt zjqZ*FQC}mQiN+0YrgmIBcVCL&RBU5SCk+Teon@i{!WiJ)PKZsQU9_)FR4kLB(PJl^ zcOhzB&dYLlI)NE5fk9#BT5BncRG1C0R6@f-j0jv@r;cQPgKfaa23IsC|Ap-Rcc1+A zFMam+|NQyg-FA070ri@fZ9lj0sb2)<++%Sr1llLQa_M}kqc>stDGq-fZu@uhdJX!- z%cU^h_HHki_VnBzXsP7^)|m>You9SB!JJ%W4&JjF>&EixlVV2+UE)ZfRDohj8 zRA^$Z#Y6i?Nns>JMWk?I;+U{h-v-3YsxwB8!2!C~0B<0tRW>Zgh+b z#?h(JMP+LuqFtpoXfKI7vT}_DCxzb1f|(JCiOGQkA!Mh&(K9AIA+aDVc70^# zSXwx?nGH6U?3VJ7vfFkMxltF?Js@U|*i^N3X}zy&TbFfdt&6lSzD^`?cE+rRo(Q=| z zK3tyS=OIRW&2OLdikT~*8A?w(C{|prnW}ZOuGZDWKw^z-c!H1^&2w5Ay^F4Y zt_gw21dk0Lym_ul%F(Ow$@r- zn?skr`aj*ZvXft49nv>xbQSfy3SuTC=HiHriA$-q)@iD>xWS3F^3~OJIMiASD$a*8 z%@YxsnY8BD_s}y}$6d9xE|Q5%8Y|WNb+}~`85A1}m6EJZpNTi9h zd_kicnSp|;k$Lq(Loq)+h=gy!K$yfE$Cg4&%w)vGjLgKvcm2rP1_S_&3ZIy4!KTwJ zrQXiuz_iR#6!>lgRTZyfE!x$3AbVL`YrQXPTYFp9zAo$PKwm_9khUV)y|h#MnQ|MV zvzCQ;KGb=h=33`c=R-Zrwboh~yavF2b6!9TcWF@mbeUo1LN~D<0)QbZqGSyLiZzRh zqjKA3djXgg1QR2S43Mb^N6P&Gyxu>E}Q3 z-YG8z8+TuR^$5H8?9-vLPjTE(hybZ7H@NumuUA3o#~$>W!!~;!0J3V20i2tD_~PdH zv!5QWXGOd@FNfoSiUT-8GW2GS1PsW8T&OaaQVMZ#k%-7qt{j2T$P`h~n**5FCZ$}_ z2;kHmlM!zX_u|P6Q^~j)3W1jbBpHA~dL9usg=E9-0f01d5WEULZa@g4intd#8G_e?5K?sD11kPA{k&cbFhxE;nK~*@_tdAiu(RD1CXz~0QwOOrrBBC>)}a4yHh|BFC9uM|UJY7DneG6w+YNeno4JH%Lx zRRsnR0sq5Q>LSRiU~9AvH3MLaE*1u$fJ$IS21t;S0jVIdAtPY=xORr4?*lVc0X5Ge z@DEkQK)VB@bzRqGU6$p1TGzEXqvV=LyL55Y+q<|5R`c@A?kUC`RkwW5G=;*p9vrA= z&M7i8GZhXlpG&E=lv>L)*IJki(4bTzc5Y5vbI7==I&SeWC{P8&toH0UkqZ-*QrHUu zd$s3iCqd4FupdY4>=Yzs&utiF*RdEvy60ai=3KAe0AOM+>_As+O_EE#v;@o`{ zVp3CgZzQ#6X>*229Rm>auF0SI-VVn{7xki`T_irtkVNw@E10nvS=ixV;ec_Nf)I%; z%*2&T;Zmnsr^;NZ6m&xc3lJlh@Kui%k;5mtu>hO382d1&XiGf>84ns(PNsiv8GC+E z@Ccx)sDhfIG-0TiRj60T<8iLj0jkJRHDZeu#e)sp=Yr^&(b5&n8Eda$)eHndy1}`D z8Wh%Ai3u2i2vngU5>N-mL;b=R-~9)_^ZwVr|MZ{!Owx}E1{oB*Q#zjlH+>B5x%crs zAU7b>D;F3C?tbnVtW5^q`_k(^{^Zxar`-(ekGbtvk^aZr%{^A>_1BKDQs`aV+S{_U zT zh*5}Ly(_i`W&i>pk?%FOe}pb4O%ssLD^{3AsKw5fa~LopH+`65*Cdb{1O}QJZ2ik~ zqlU*8G5oMGJqBRFhM)m%G%kr4?ZX1*0UB;4>(hC+o2`Ua24Lx|%;!~8Q3zjwfmkq{ zv49Y^%nLW_vhtb(gH2)V>V_Mbgkwm%b#sT5M@hTDb&|{z=yJL}m@fnw0RnIY356!I zn9MP}OR7;2z(b@$AID+7!%-L{uInr_Kp+CAv|ab}F2;1QwoKrCDV)P|0KrU5QZ_}r!*IT~y{ris zgdOj2jgCN5fHqV2>-q6Emi5L5pd)%5S~j#)>Y*WnEO<3DK|lpHKyMoBEg5^)wrX4Z z>2yBb-QJx}=ksY@oBKmk=YRnNQNdCQ#zP=RAe-0LVI~i%N@mq>A#q+5SJd5LkKN^5 z2s0tF0j$eIV?w@FQ z53r|Mw*kblhaeq_n;B&r9|b8HV8nN&SvI5_WYB5GKMpxIpkwkKczHjYQW|79BoC&b zpw7^aJb!Q&+DycBjm!-Z>0QKhU0N4ut#t>*j?=@d88@G(DvhdbA?Hr__zbt7HbEAf z+JZ=9bgyodSw={)ZX>2D(Q^vORAWSyOD(0=pevY?P;~z=l9vd|0Nhc<-<)ee|FRs9ol%zV!w_q*91LcVq#f8AR*x5oM%_AT2aW zL?vhk6I1D+1}0*p#)M>65DTf0BG;Aa>W!=a;ottk4}SE)5B|vy{`BqwM(q*H9)R2f zU_bw5gLT+=gV!9hUly;sgpH^>+dhgz%|7N!pY+;}e(fXSYu84qtef_(U1W6&yhr?nqY4?iFR&eG+V`8E$N$9~ zjTA~@wQQooslQz&_6Pw0fDxmLfX;tJu^s0EGq%PDHVk8PIp4dk(ltDZ&J{sq4Vdk; zjU_P?k#H1MOnfJ%R804r#GbRJ?k};XZgOq&8?HK{;u&v+3zrf~gbNc9V=_^}Rv3st zZ@RR8TF$r2>9j1T^SZXaG!aqncY)cRvM|>|wU)Woxz>5Ehg#>U&b7{^RAvv13EhDi zf;Mb|v9_H_+|r^fE#_gWo0++*#9=|!`*&y_<$NjQfn9wGKqHmnGTxX$6-*RNf)vzn z38#?|)M*D*qEcZl^l++=XM6l$DisPSXb0_-4Hv@l22>;kYCtQHAPT6EnE{DSYQ=)K z@mDYfs;#S-tWBEqMWl6UU7ASP%*mVhPoGflBvug83s04>5HfRRE{q7h?D3Qj{tyZX z3LuE$-8cfzVFk~-2tqeXui;Qmkn$xWob zAicMK-Fj=iwcfj`O4khE*>ufbz@@#jZP(4L!bB@O>&GJWb3;Ec%KTU^M?>|DQP-C$ z!SR7nR7lOteCN9nBJE?d<~BPi0A`YJ$?!t1m;@#`?)O43jGd7VX(#;$v(WiFcUfDy zyjxqAwyy2Gtn0cg%i7j;ZOyTqT2xud5r|MT=edYEaXYd5X_<)_BMyU!Jv}21r?4r* znG~}V^Mr|J#(N^bain`l!~aXfd61!X1LzUiqk}#$P}MEkK$HFOW`#p31tTb9*c@{^ zT=PY@0k!xMVo;N)7&uo10zWsM4)v`!9zDFino4oXgpf+1LKI{RQ4RS|6agx+bWOpO z)KH8a9wI1+dXPtU4}^kRsGnFGHKy|Tvk(5kUw`lSzwyzx|NL~?E!|w3_g^26l6ENS z^qqtK%>rnCi)Mczmu;B zl<~C@+y(}qDb5Ii*hAS|eG)kf;sk`FOp(_6+WKj2=d~@Zwz>orPHjKs7Fig`b-$a_tPAtGX7E=;wQsg$|Yxz=go zsnlASiAVD>L`Rq04GoZq%&4i|wf^$1otL(>-n#ZkK1m}V0VBnYr^2NfDRV7jDrefF?L`@WW_G=4&4Ju{H zN^d_OL1}2jHlbDVh!k;Q8m(Z#6im$2ps6-6GF+61>CvJ7@{{Wa3_rWM`%nN0iubF4 zDET_L5v0OUZd-rZTlYl=fYI>++#O757*OHLOlGx$inOY$=-g#(eQEvN)^ls3y(Kx3 zHhH#0A3GntgF@gWLS#n3=5^rGZrKHqAS!4FXaF6|(VIlCQcII`oICcD|0mI5R!5EB z0Z9n6gu+0z0K>XXsGb>$L*hjfT+>MeOb5iZjNeLTKG`1F8_k>ayAXYwiGbtSjktpJ zCFazP&oQqPm`;=KP6N-9d%rY`Gl(Paz^!T9pLCozE@2mZ!hP7b<%(;-&cwXq+qV)j}e5 zZLPIBm%i3^nC7+~+M)H{&&%4@we=R4>^@l+CBd+(yH zOPB7c5?#eZ6{9{uj&fS5Ic;NBbKGrA%OD?j`GjC7pa39ZVxrAj>r}9QuN2~13KP~+ zN?7ewOR1$yg{Ntnrcz5ST&n8?m&67D(SSwGR16|T(Y@>8wqZ0TnMvNNC%RhRgY!F& z`PV;ly#Ds-v^Cbspx66gh-$k zeEp5RenjkbzvK4r>oDBfsORcq(%3R$+0aO&hL=~h- zKZ~ALJ)PUq*A^-EU}nBOIn7~!5$y@$<=EB4Gy5Z&#mOE&1~u(Tufnee0uZG(++`Y$ z8wvo&9?67^q4G4!mWqh1O_tu5wJl3Kx3#UoC5mJxafpDYNNy-xnWtLjS`Jg4yu?Yt?S)sxm%XIWw|@I^V(W>iqv{Ka2(-+rU)?z`0B?uce^Y%*3!Mh*%S73SCv=ZCJttV4w`qAgdNCh!bJ; z)K^E1gaxP&*uW(Qs#Y00Vgur(f8hcDXMf|pzxi9AmzV4R<-hrtfBI)1Jk@Ftr9Wan zsUZnhKd-c?-garWIRjFqV})v)LtViF<%GZj9X9lT7x=(^5p?@Mdvbv>_b zS^FA|V6}-v7hQp#9=6=nQA*ILmw_BMx2CyIUlAI@=yt04?I9LiNF;Hm0@_WxX)_a3 z3B7}eLzyMjnl+8Vs8abJ!dx#7$LOdZg^G?#`z2m)4 zLW5f(t;;{cfPNN}fZ z$SA$I-%S+T0EYuI4vx>KhIX(7)0McrHoOpXJ0e8#Ee_)YFCZZ#t%v#eX2!+LfK^qL zrAuX2t)kldB%@GJC!hIJvLuCrQi%d(!A_3m^&E$7pDxjUUt=jFV%^Rl+ySAWKE z-p6=(xMQT~QuO|SVSf3&C2hE;1~K{4m~ywC5mijhq^oq5v*#)sY!Ne%MXJIPR%e?sc=2aZoUt^`r?v1N+Ew#?mJk52Qr!x7=xnLJTO2pGN0~;1>jJ?aU zN|U9v9-Y}OiW>MLhJorzMVd;?wYR2r>e@4ux@H`(rZ+U|x4Uk^bR>pk8wpk%HJCOp zEMcAMR4W{3k*mI}>v>sEr_-`5%d$3+-o&zqZwf>h9s^G>ueH=#=6RZ?I!|?~Wtyg` zPSaEmQ=LkkYAuB;7piawxuc@eL|W@hTbH)3t*yPE*5(hCU@q*m%3Qd_FQs_dfkIRZ zGnK=!9uC(}%-r{PUfX$HPs?(*uD7T2d09_uTUv{DuHi+oF8#c~&F#qpgi271Tx*$1 znQED)GSBreP1o~$b*#s!PNi@-N`{KS*lpofMG+GPQH(HM1ra^1vT9q_eqQ^!uHJ)H zq-XmrV*nCa4R zMVlfBE%qee_|7F^uF(e+c%bXI!SrQ{h@_ty~IE%$2ba zF?uxtsB^t?|GTJXSS~Gk<~GsQvoM>i()|GUxp+36s7i-2^s(FbV2Ge-g3+jc^r{cn z;-y`fun@d5o}x$fp_#|DLvWB8#W>oS`s&TLAQvKM$fx`SH+m}aA;9@=^DfFRbn;s} zfVF`gyO4&d;vMkecDWSlJ8YJpCnN(`I%(zYz})Z;4hb4y^5QL|N=T}0^ZnzHBFg`;MEtINkmkghhq&)WB|jr=s&^I39I34F;UI($7Ti^7Y|=HB93as z+iWFu9FIeoXasTuw)-Ba`JO&TNJ7z&5sg?CwNO>+qE$*MrA!kr^Hh;b6Kx_S0*naE zh-k*{fd`BLN%voRy_HLtws-a>+Kd?-8%FaHHTgWx09LWqWNl4E*0rlj>#es)vhl}q zS2Xd6)x^T#Y0d3O>ik5cBDpg<`fX>7JJ*RHULW9beI)Q`!b8P}Ps*bM!1;3M0Bi@U z##a0!%=20n%wF@^tKWnDj(y!XHY_=q<6#{B!mrIp{FKmie(Z8WJ)hUR z({j5m=hnN}-Q6l`O;i8?$$hJ0pb~yB0}qQs_u3;PQ>mqtTBlm4sZM2@=4n36rPf+2 z?>2!df+swRE=ylpJFV-v^>tmB)=kuMH)HI14`PD|!FSrJaAt)Q5fv&(c-UB53z^`k zFndmo&Qod|phq+WWX_moPy2}5^-2t~EbHmK+@9|4&ZpDe`LrzS+FVQpRRRi%q9!P< z(|K7_0-#5;MZ#Q?bBAd<%+q0>swbGZj{p$?YpF~$mD*}|m+sQN98y0mi^)mVG~8?% zCgSL=l)099s)uPh&eLI<4|S@gOw&AF(IfCwFm1gz=}T)%TTjb+UYGN-oR{^qF3Z}y zK9zQr-lf@+qLh8`E7w{N^K^YUJiMBZ({z|><**BBaB_qh!jij>5Wy-zF)T*4!&IPm zJF}fxPe^wLC+$tzx~!|$4`@-p3ebEYGmOSdS7D{Xg${)uT=B2{@}vLwtH1htU-?33 zu8UynZ!&)M@%*PBzI*`{nUzQt3{;TJxJ(nndaX@vU+N-U2u&12CAlBpeVGmvnTZS5 z!ZY*iD}1VzOBg7{Bi&2M?u%|Yc%1~Vg4UZX(z;0Z*s|UAX7i_TtDkNgj}CU=feSz=$^uOM4ei z2N7Tw@FdR}cb$+evDKy2!_d$h7IWns;A9x2+0M)9FOSIetGL!o;9}$HhI-u)V?C8d&2C}d53K#;*)gMyC*m5xslfm0ySVH0ud$7(GK1uZaHh~>@SfRR-&kz zMHDbt(#^0F&$heiO)(EbXUEQ_v>t$YL*(eIBv-Po%#Pv=PS1)+>up_HYa%AgdF|3Y z`=R$Oi3G@eja!!W5fO`ER$N*)L^(;uX; zA{c12-xvZ1h6}a#wRZ&r!gUozQZgiD;&qi(4G@>6s$l5FLrvEnYnVKmXGK6_OuL0k zEz>kJmr|;$-pD!2d~1v1m%$QASC5Hx=fkk!(y5_CRa{Ds!n^ z8JVe+LJ=pw`T2t1MNHo-S|+Lv{@YU%1}*^u6Act~Uc7Gh-RZQnby?PBT}7m|41F>+ z1rt=iUymINxy*%$IVifRR?jDJco+1N$KSf3Q->97Y9@qMyu`bjr?N(*tc%Am9EpfM zO<_77=Bwl3`gk}V4u^S~YOSS|X_}E9xi>KDeTsCi4RKzUb6ZcR^ZC5?2n-2Z+RQvl zikX?LOJ7znmByubNML3drdORZ?ZUl65qLue6In$tsn^G&bXmJBYg>9-)^<9d?#}CZ zS~DuzxUsdGdeGcj@U2Enz+sLZ0yW~*v9Q`6pL?N)aC+&8*;I3S=iT`&~iCIs%w zO^O1&hJfs5`GpMGD6}DcBTg&@&OO`M#b{zj*F_NhSS-0H+qoej%^ByU21N1-E+IrO zoQ8u{*`)D(coK+guy6ZI!?=??Z-N6wL{Knk5nHvZiZjjvVBU8UXxx}X03Ga7dPQCD zm?ixl;@AeRHXtKHR74|WXY^>4L61QKFhfo;zs2A?SSTe~AIP$vJ1WghwhJ|2qsP6) zL~LBesORZV=OdjDnUg*k-Mk^k$)0}?1iQ3epB+r+;bqo=AF=afTh@EGk?A&Yn@6{} z@ZHvYBBQwd4bl1AjNT3imlzecTh9yYwn}39Obxn-nl5W^tskf9G_S|GcD-7gG>;WZ zTs^?$$kO!!h%r!^77|oKiGE4gRAQ!9zVVtoK(;OZkP4td3~^` zR;)k6Zp5G8gCPP?c!(4p6tPac9wP6Ybk0 zDG+84{C5v#t+lw*trVt0UL!2(W&@za8U6HIgA^oSVr1a%D3OE9W~@AwX?kGSzWLVH zJRxgYBRlJ~o?Gv2?ahTk@PKB9A|Rx_I|N;ku@okZ#yK9M8j-BdFnYgk!zf`ESbz(Y znh`nEqdOTMmXsQtS39lC^Ham;x3zFBG?mLJJujE!#k819DbrLR!j(t;wqS``_aLvt z(xV8JnF3`n2%z`0Pz7xwQEkrS>WBjOcI2ZZT z51?F4r&Uf%D}-#lwrBs_|K;!gr~kpP|Kor5C-1)fq@!XpGtE+2Zu*QiNLdXRz)ZTT ztkf2{p`{eAQ<@&(u%?mq1 zY%d}tDuhIg1rfLuOg<-{c*wV)hVotpD#&-)vDo;P}RR0hCwfHmSyBGWRV zW|Vjw3HMBBNIJ@@;h?J0JcdMl6#n)Bk37E^Bjd$(Pj_DvZ5?1fM`bL> zkW`-Tq~i4vT3grkbYAZ6&UdF}Y3to-Juhu-t%(7 zXi&_Ud1eOm^l|_IcTg1%s9_>1$Q5dtudW^(rh;uP+IV^JPWu{^zxc?$`}BK1%Vg9+ z?hlDFFx;zBW-oz;adHXba6gT<``-2kiwWN0z4#^r5WrO6FcTRR_oN zcj-&-%?tIInJIYs8)F%rS_+p!wQxbA19?a72S%#kB}TevZ>pX{+PkPmSrAB9LCDUi zOB?f&&6I{q!|9^bfUpPANMm>%0aCc@R85JCfn@>i)DvMBr#o6$oun~bW zEn>v;GLAg|5L3hUi;#<8vYczmavn~S)fzk&F%u!+Jk3+7$NAu8=v(hilKmv?6X*b34zc@$l(WvV=JEu~DAqmVNM4NDAYmfa-GXGOYraAX&4B3*5j-o(zm zcQKEUB}QL$Oz2U$CH#%(m8U(Lt++d$J>P^70m?KLnhtR7A&)A(che4Cw4Je^AC>;j zgXuHxKKkW%-hSsef9aR5j#qM8?r1U<6Tmtj>T&+;qw9Bm^!x|59ICu~Jwtf_t-XD$ zfBQ>c{N2w#yjflz-gtPmo|mTXKQq86kfma3BE3mpS83YUb#04>T)K{fjgKHK9;jDq zddW+)^KqvyW*$Ta(l~O!2=~$AT6{-IfEju!lDGOmGYDmCY2%HbzL3&^b|FlBP2291 zvHvuCm5P@G0ufLF6_ak#dut+V?`!XCZ*4uFmt|3twzjseJ!*o9s&;P})g!yl!y`Oi zJ4cC_YN1l5G99LQK1^jg9_GXGSZXO;w@9Ka8({!68kc1`H@}=Yqp92O1wa)80Ch`G z)Tc^7+S-@%a$1&UUDw`P#FeO-0-{@Ih00-`9z47{9*#tOm?vTegHlL63uGK0 z({g)zx_fzZcXM+(t;^}WoKDNq+HzVwpFF}>yR0oz8^)IR8Xw2Qbagcy564pYc$ntH z%v7$g4u|ll;;V{o-RHF+HR7K?W#a(OX2L0(r&u?yTo<4o?{N>HFm$z%z zRdkGH@rGxGGE4xyzhr@&GtA`KPhsRd!EKi@xGkW&? zqYs{)Z_kw(qW#i_Ee2T0w;P807)bIe2?gnd9mglY%M0MJ>de#f0RTz?GMFYfmU1=o zn-AyXROW*HET_Jnd;i(X{_Lcu27Q#(K!B|l*Xv)lmwd0{H1kBF3qSDw$?@{pKL!lm z&(*j9u)9xj_bCDZqNqK8c_;d_m*@8I@sm0qm9UGhy)SKD+Zw@dqZEdZ8=zb5R;EJC?lMrL=o!Fd2uwzU=T3PAFq{B`V8bz`p$xt1qe#~%%pR1{7CJx} zb*VtzW=cn@IOK72)6t`-$2o|~;M7NFB0mipfQTA&>we3=&k-T=!=eSE7wq4~0K1F` zSFdF%72tq7wL}oxG#}<^o+dZO2$8AKRI2J+=WP7gTkjq**HYd}7cae(Vkab4jvWLl zNcfm>`y-B!BKQx9sc>O{itbP3NTvrOmpBpjhoFk!(L?Hqib3dE)_X-VLW+{_m@MF^ z|BF;2?aC#*iiBVkGbI27G9nOG6A^V~o?Z#}EudFx%J33MkAus$!dOcpX5zvn{O$w< zR>7()*Vx~E6MyyHH^20mtIxc7eDL6UI?i@7(dFiYmsj(3u{K{-X{Gg*d2Y|n_0&Ii zJwJH6PKQaLlsh}zy!d;+`sD7rKm3E=|K1OOxU6D86O&@JiBK>_B*SP^L`KvRin2i$ z6xALXilE}_4EkcrvfKjTK*sD|{`B?7|CvjSZ7HRcLPS7XAY%&<&_EHuOKO49AfXT_ ztG@3*+W=(ShRl_WDWRe~uYffFPkYn8N?)Znk*3i(p{aDSuAZ6RyY#;Hrl!*Ra&EnM z1wEZw_r<*SuF|@!OK;NGWnEk3->z%ArC@mA2m#B)hr>MAd8+gE^>n;C%=4jSL@U?g zR*^xnaflI4sM@VgLZ5;sFJvR<3m_wGx+*C={?s`~s#9 zY|y}qGdp05z{%d$wJoiCHs!KJ7E%}Sl2KrgA;S@zhA|f4H89aDwi6fTsn&U(N+}*} z7hZ|5iyi)WgrUcpM6om%n~oGcz@oRMwYJ17ybnHTh*-Hy6CdV!ILybx>=5TLPxDkg z^Ue20#?qxl5{}E^zKligE@jUWAN^Y?{SHC>CFUC{$_0C%R4T;C6HQbf9IoGZ__&F* zHCjO|Yg9-%-7TVWJ}q5+RX1nmRHN55Bh^|Db$0K!tdk z3j)p4t4?^q5c*IYqtfJRVwpnJ1;)G14 zOnVn9a`MTwGG_HR^>VjSlg;I&ff=GFHhCpQ(=G}sYSO!zD#&0NJ$N-NR_CcjR0I&b zn-8G(1O!#=tDtF`Ljf~%n+y!XFfgQ) zk4H7l4v=kG+c{)iYwIfF9a~4}Jov3Z&+wN_y(c0I#wP+%yr)o^B8V;s0UCiSjDS>` z$fmhK6sAj0P}(nG5b=^-L}Y1Qv}M#qMCnAaO-CMe-_oO2MoQNm;Tka0i=eO7sw`>#Kizxw_gU;X@BUwZH1!-qfgBxG+OB`2=6~XYI>rZEI`oysnFvBNvl(?Ok+To2s?0J?l(3 z-0)b(QqV)knUQPMQ}VW=wUm0O6W4i~j)&>$czrw^>NMABDy0VV5HTF&HX2@z* zNd*~QQX^*6S*#Oh7lX=dYg^aT-5v7@;ne%>vfSLAmb>$EcUqU$y^*_9?xoN?m1!;> zYH*mR!!$XZFSRl=`hS^=n?*;wlsrv^JsiYKV9&MIsTN{4^B_5d;YS&X@mmxj#ZC(A zCrtZ|&^Cqc)j3t$+Re1B&7*{!u68eo*LIrAe7u_GLnSD+7DFOpLr)$eO*+HCr1zjB zOaZKmn2E>30Vw$#shR+RHnHV)S){+byFHzk)A`i;Dy^ND<+Qfbd0E!Bctc^Qy}d3I z7+^#m7jl2MA!1>E^zgwO*Ykr~9v$g32Y&Kay?s)@^V1i<|D9z|FI~X2-7A5~>;JxI zlst*wk6=I~G&PFJFa{*hnc+d9_usz$!aI+@@VQ6VbA`qauKD^wsRxFJy7r>_#^XB8 z)fRhjjq|~#gT1_6e(lYdH+Sppx-3RN`(U|i?GEYBe|Y!(r|rYL{&JD_@l>28e0vSf zy5Q(w=-`W2Ks(>}7s0~$%c~UL$I+I!@n0Tmgv1P$v5?jYxDrxPBsJ(N9wQOudRnw5 z^h|G40q;rOr1#d>^X=_jsOZ5M(D3?XoIyq)SjNak+)W1DMrx?DL*wOEb_s_hQMo=I z9zMK&czvi`Fl<}TP8C&i&JMtO@8;MGOu9kF#)9`SO?l!TN`DhjPsHiG-g{dbf^`Wh z@O)a9W%V7rw(jsRzaKgE-gQA#9iqBF$gOMZW+1IeTiThrJ}$EKdtQ&BP-u#fThQ0Fp5xGgacs zrPg|^%v`C2x1^i(t}UwjTGpD5G0~Bj0Vaw|)3&UjrzcbUOfA3pi2tYm!Iysf%b$64 zb-4TR_V)RUA3uBk^lTqIx4UNbc=bzfz4iWQ%5;{i$F-FL503=PyZrboa%+F_;WuBl z4?b)U9z3L}eC1a^14me%o`3e?M?d}PdA;hWop?e50%r)#0MPqQf`_fE2$*_9Q9*C3 zP|1oau&JtO>%I338O-LJ7UqdHvr*H?X>0dKF?Q(m2TFz%L71q}-YRM}*Pj8s(o)AkxE`c@*7uwp5 zAFmG68;>47dT_qJI?l%&huhf0$oAM|0}L+HE7tm{C-G(g0RR9=L_t)6-9P|Ii2%uv2~mtt5R?#^kt0by z^K*9PblqTx@DSD3+PW;Qb+5Q|KCgG@Wo=OxQDWfK*)X3mU~Gokh>e&E*HWz1GSyP2 zS|;}Nu3Ag+PrZZ^$9Fw*c z-#wsNyF)~ruB;xI8ZM``pdJp;8!Sx$ZMxz*!PLsbYkYXs>Y+=AXUCJGoJ4-OgKvWpOd5Cg%xH{b)`{Rdm;i*(4a4M$~0uoe);(7hm#5Cj&MnFB7 zMbU?B5Q~8+gE2EOFlLk{1W{5&Ow{yzcRnvox`_64??#lJns%{J!97Z@s9NNirz1Bg zNR70Oh}~9gO_rrGFQt@eo;)65K1_9*BF8jHe*^**GqI*!%oT6Xtl_PTlV^vDb`@#O zJw>D2WEPe%g6`efMQQXdfUB$a&SCo7zy0MmpIk3p*3LgU$yv)PAO>b6W{T(yA}JGu zoka8ErKo0s14LBT-o1&A#{suR#5+8IX%{e;OYXyoOxr`{sn)4v4{~?V7h(W3Gyt#7 z1`M@;0UK8L3#iDO_58*R?_W)S<^6Zwo9ctoKmXob4shG$kG}DFv*5fBuUH`RMu6+x4q}UwrZo0704I!S$@C&wTdLN#yCbKe*MZSJS`!i9RfJ_g_8# z#=rXW$8Ws<`8PlO`qPuHtLmyO1liRWK}3bMFogfQc+n6lTo2x}$NScxAsV{_Dw+~S z#AYT=Ilxmf=GHquRKS?fa5xqLWK@j1fB`6(p6iN*7feR%%Z1tJ+&s~RNzkgTDw4# z(iEaZ7e~iZ^8S|-mqLa89ubVZWhIy)u7J|;4864MQ3UYV4TUHTZ zAf{)fcP94Ct5RG(ri2f!9NY#M^{O;|TVl2;ituh&dO|}YLPk88g!eN*eWqP%w7_%S zf?z;U7;7nqX@2nF>cQ3ZRi?3LFMud>;&~UPGIU@v`Hhz)@$`|8C0-J+f|T3TIIMi!_k zWM@4rRH8328e}jXxGvFbTPvoDX6WG+NZOHzq!W0KJ+j9wnq>eZfQWUKCVlPQqllvR z6aXlC(H1mAQ)EQ1V5izwIj`$-?&nimRZeYPrAd?3gB0AW-ld7IUR6?@d)K5=yto!} zB`$oJ%fssId;8I&M~~`!q;>7x?C!RU!79{OEz?yqX@!?nK02MC zwFhF%cze@t?)Z9!M^r!?&-HrZN4&oI=7V>Bbo;qCAN=qZ{`gyWKYZDK`m%L+&1;X_ z?A|l(9{|=sDZlLUQ;X!lU5vq&TssckXNrBQ*LDUp1L$4a+R&tcRkTtVxEPYRIWl$5cwLkMwjtm=(j#hlJA)aC-x}S({0ou7p+1j_hM>~c)kNJtEUH#T zq|}IPFI*T3BI0Bf0HUMT$O{nxFj0vL8eU3VyiHSA%OWD;k@QioSwR5+)foERZ~xJM z_`CmyfAk;M!}0o^ht=et{gZ$GkN@d6zWY*NoYk%*@10P^5J!bf(qmNoFj}1v8eJO7W_D6LV!C z0>y$>i#|T!dk^WCA0B_@%?FQ)NjpP_M-LyrarK6@!`2T;qJ3}+X7kP6 z-FJTYBkje`aP#cNqsI^5eE(g%Vo{)8XFg(o`tFm%H$S-h!H2i1^n*Vu?=I)R`qejn z_xFD7|N4hNhUY7m&Lk`qiM)hsH}j^kM8F7K2vlWNVd@2&a3PutPNmdRYN5hdI6#jR zTWTN*Ue-_yM64+^k+n%{(#6CqpcY%P<(UW-BQ-%XGetbDcR#xO>A(8u+ke!~H%;ws z(dDGes;%|4TWi{yNAOq|5CJn#FVNt@Ug`-TDrO4SyRJlsAIQ zz*YkC!usYwK1>U>NP;#Pv0>)H2LecF$YH)_PgwR!kzBn`$vn@sOrBt%xL(xJoA z7_fAPwNA_7>Rfs|0Q9cf#dmwe;k(i=?pGr~=)IjzcdegAmM*IY1$b^IKo-Ugqk4;P z7f}WC7~N3X5f|;zcu1uZOr_X7hgOGC8N&d~2oTNcOiVaUgl4tU@i;N5o|lJLhu`^~ z-~95gefiBd-tJAFJ$t&W%MXA0;nU|Yp1!#G;KL8QC{R>t_6QPB_YF^dm$t0kqY=Up z=Ow&sg#BSenG$$K5BJ`?r7aHSJ>bba-i;ClNAwwF_#gr?7pAFBSI0wZUAsACl-8#3 z%y_sJ6OL*@S-;46wdzg%BI-yroZSW_2Ij$ipkXsZW=b(eHz5dKu`RtV-Be6uUDg-3 z&z`<`dV6!?X}W&+a6Zg+n&wibsUGG!&!sx_L(6{Du81rn8#Ia;Mm~n?(Wok@3EF&h zd*rxhzKe>NijxqyjDRI+J`OSvog4J}KY#?x1YibYYF(Q*ob;q09aT#d6+jHloUtDAUwQ9yzx28DVm~{nEq3a3zLmQZ(gI?}TOgeyI2a zh!?5?Z;(EmnPq+NF~9S8`lXY+b$Iaom-(te@ac9gp=|Uuu4i08tXD0L*M^ z&Zyp zUYjC$3OOhkA(sNkexnfr80jZr#i|0LMX~<$=$fhrh{-^CPS=IQHL7^TcffRTtq9jJC@OD%r3`7mC zru85G-rxG)|F8e&U;5o&S$OKyALs|a_Jc=X|JLzOzWwc&ov@T9hDIGwjTk+pg-WRe z3=v7k9_fLlF!Dr%L=E|BI*RnQFVeiO$0FL7^J1-8M2i{&a)~r&rxC*N6v4>FutFL+ znjllBV({Lh>5K17U;OOVyT|Ftb)WREoli@%XDd9ue)8^T-h24yxH8?mI8}u=A0Dj0 zqlZ*@x^2skzkB-NgO$|q?)FQcefv0<`K>D^d->wj?$%>1k0#dh`NJRGoYwP)T5gYr zfB3b(CU$;!zWFbH`<>tXjk+w$H@^G951+LcOMy}Z^mLY+^QuAyWZk5J83@AaG=~5i z7yuU{G9XkD3kL$g7EO?JnxP^AvJ#*%KvC!07)7C+e*DitObomB=zprG_4dQ%=0ohH z{n%Go@A`Vu)?{hc#g@gEvvq}T*u@oOFa};hPCY6V$@hSQ8Ho1@c8bm-omLFibSb$I zAV3--$#Z@*YlK9d{aB*z1_*@bJHeq%wyllIR2th2qXIQiDV3?#65&i#CaSg2%%yUv z4xV}w5iw9843;na4k-|m+&54)S=aMd0E%qTI=iTcAK~G>}nzwG+b7M4UZ`z4#(oC z{2MWF8ht4($lOT={C1`iFn?(f|El{PDBfyE;$I1+g$wt@DEiR}UUsKYIA!`gpv$nkKFhQ|Cbt zYRotstRhirln5*HT$!WHl;=HraDf_lDxG!}G3#bxu&AE9tgHBhxXrDg^Px^$P_Zv( zP%U*vgThEaO;&{x!+q{~UN>^94PSb;{>tnsHT(4%DW}XjMd^|jTetvPY zo|pFWW?B2W$?10K(xsi-&FS{sx~YkJw-(DF*0?KRn3*3<^zNhM``6PGTW_B~`?K%= z=udul^I?bkDGZlLCRyD3_{M?Dz#|U{{^~pPlZk(JYD=@*u8Tw`a z)}CDV-~2*-Z=I0n>FMc@p0`&YD?I9#5A@2DZwH$J8$6ldSKgQr?FY}+pPj8`ZKPM2 z$=94OFM?aWl>2bbooTSDee~iE^(PM}{^I99cm4R-02-khceSq8MY~$>+DW@YR}aq# zm%NuM1Vj|@vLis?R+eX;GZPXPu2ZSgRO%GXJG_@FrrWl&B6)=Pi7458XUBx6Id0AiOotY1Xu_~sEc&sj_f^aJdf37 zO#$xf`rBXq?EmTi{J(kk{m*@*GtP6r{XjnaV1oASM<1S^pH5;}d1)#NqG~{h)qn|A zJh;d!E(0+l7OYIyRO(#NaH@c%)LO4+;>xwo#4|FjtH{!uGy_+pCgLTBI}idFL*&8+ zW=0B%;s2GsoDKS$52s&wbp0QG?fqZ>{DUWN>H6Ykxm!S{4}Z3N@UlO6^7sp1`2rX} ze+fp7jKBP)_uqc|s$ARcd3|h|GzxTtX-`_owgtMf<0J@bvZ$uOHOg zoAa&IA3f_IEp`T2Ops~qrk&3Vp3ZvPUJ6Bbum!Al^GqR^aD>2s$X>|?0MQVcDio^I z;c&ddS_@BLbl_5+fA{yPG_vZBe{>RH5mhh7qNcz|b!uY9O06~N0s!VsZeFXa^#B|rg2HPjI>r>ai% zd%%{{Vclc5EE6caDgqT`E@iHDp65d?wM<;NFrqgK0(a;~ToOd+mvcO(Dm{ZqTU*zp z9o!McM%cICqYztZ|fr6i?Splu@NO{krwOSOQSK6Mp?C`$?4Q?Z`PNm)AJX%FJIo> z-QKNjIjwzJM2*ik`gmIZ%fI*b|M4IFPagl;=g!aQ@ZMYS?8QePp8w>JzxRXheEr2) zI_k252?7{IRrhjzb+|fQzw_4P#}6J~9S>K>i8%_>0Dy=9fGDUMf;YmW%4Mp=h1dgk z3)WhW*~I2BO;;QtJxYjFrPQuvX?pIhcU+pBTSI0hl$-O-?d_w-PY(0dvzIrZjQ~!! zCq%uuJKer`c|6w2=(#?9RR%J#2gmZOzxw`He)9_i^wSS+{@=gETaa zu0K94C)Guvzv7wo!xg}Q=j%6K_VVMK{^6~4h7P=(MFFK_7oVE_*iSDYqHNiF7H2CKYa0Qef0_Le$BUpbRQErXE>w% z#=BR4@3-E5eB?j+=F|V~ThD)VYikHDfSp4*&C?j1kNG8W@pip1_`$H7{_N%H{Ab_1 zxxM+DU;T|=|H9{>+OlX@UPU`XQ(Hw&Yg?OmQ*+Pw3>%I-;Y?Sra{<~~YuywS%@gJ$ z$EDOV&861KYuwE9(TL5s3z{L-%4o%qp>QdPf~IJaHQZ68tLbb4x2L<8&;InA-~Hx~ zK6=>&rc&!fHOd76n<*I}gThw+6{E!wfEY}r$VwF_M3sKJx|#|UD{zv<2vxz`1*>A= zQs=o+In;8vjuLnYRKB{1+rK~(Qt zfq+PAkrLs9ENZLtWfe8(Z50tSSv?w06g>+QKtb6I(2g@`CDo!pCInW!MpN92St(|n z^!eT2`D?%a{;wQ$esR^x`s`F+{*XTU){nmVZ(lz9X@xrmJ>9{}o7PtnPld#8OjJ!3 zwX3XM*c$~1l2t%3I2Qb^UwiBC{@yQRpF7ZLZFjfrbiO++%WdnYyLP&5OYcq11hgA5 z*Qq{!02Q0A1dHXZ|mK@9+MP{?1={1bw}^ZR>e{ zL{RHbe|Y-}{yK%i~!Z*`0tXkUo4;s9xbw`9{~p4yspbH{7K1n{ONq`_pGn z-+Xv=bA}f`IiH@drcJ5L_{n?L^6&CjmB`0nvL-}_OY zAMpc#2M<ar3joN>abDI*H|LK>5P}#RO8__}Rg`LwImqB-p_n0= z^$up|<+h)uS}Rv#E>QrF5WE~LfmiIvk~vQ6A&8g=s(=cC5uquDVFYFbQN|EFAP~$V z*;zeE&j1VggL+DA)a6A4P$YD-W@7d>#&a!R%XRQNfQFT_KM_291^#RM3BE5XEoYuCeLE+v}k&GFz5SA>E z;#vq0kSUrBGPzJ3akE{edkv=WjI_1&rjiNM3f7^Na&>i>N{#Xp-u;-6h&_}wz%?MM zVU$JeZEdGzIh{`DbzPUXuIt*?wXdsqOZ%*LAW>_`t0{SA8o1|B1kFskKvRKdH|s|) zme%zwDjnQ8{5x;c|Kj()^x*EFzx>9ZeD5zhOjjR#@bbGqe)|9Tum0@ii*`2X2E74# zb2Cyg?MsKXt+dSj{LmWVBk6>Mt4UwGs-4c-rJuATPhfChKGbroWhz9>WgGH@AQFYhU@#|7U;y$%A*- z)egt<`q(er+D)6SjQ%w#?F)7|;}vcL7@_{JOc2UlPQfBdih z{2%|<|NZTaJvyT4ix0p3O?p^g+`Rb4zxm-G{C~ecA0Phq*FOK{-+Hf0{pct1;_3OX z|BYY&>eqg)9FFIkE=`+uur8n?*1NX5Gqsm=`sneMJviF8e(=LT_>*t^KmYZ2{`Cj) z5y1Ldyz+^!9RL9Un85!2SFZkdfBj28`2LUoyC1*!){Q-t*PyrYB7o^IDNl=Hr-_b+ z1Y|T<1B9;7nz ztN-Rte)ioL?MAHIMRLp_9q$j>#Z@suV=|?2V7O});rR-G{OzB7`0VAsfAf{U^EbZw z-rHAq%UuIo6mC|zId=k>*m@9Rss>TFHNsx4cReqyo311RvNma}h$s-$L!GA?I-KtC zCokH|yA`n^iU&qB^Hk^mA7y_YY*}`lcVcVU`wVw_W6oKbl{KRZC=@1QAV>lv1&Wl2 zrbG>tM7eDZt(H5~?zSE7?r=oABis%}J3dGpLqIyexrf)YCf z@}8V`or}kHC`AXMX+zVtbqFB}q!7$hl35Z&F|i~jDT(27xY{)`3=xr-oGLo+m`N4b zNTZ^2Qm4hDS~f8dlS+z-7y(SXS`rMA9fFy4@#+MKuHy>;fr55@KyjH-fLJ$j_v#D3 z`J1CrKHl0n*d5o4$?cn4SMFAq_tH4vB*3h~)G9L#M{ae%%1Ht00L?;zM)m+omIP8F zXW-oQsI7ta*Zl6@{GieMwbj)=Qf$Li7BW4o3I~rp-0QFRvQxuBkNaW2xl(v zPyD%`S>2#3FTM5r<>vqU`I{j?FNYQ^i8xzQ!@AmyQON+2%qgo$LUwZL{*#dS;(f#Q zo?BZRYOPLzq1C2t*?S;GNa%n|)BtP_z>zac5m^Zd8Nd-a$GInN+a@828tO9H`ndO^ z%kGu|8j|ZKo1#fHC5@80ZiJ|bCY7!g+)W3T84-Bwe*^TFwMCDU9L$o6re#(cEE`Jz1WE>`F*)bhNm=&542bGQjBR5mXlRDVBTFI# zpFx&&+5?LKCX|%g7DX`xYMMrpW(9XTc);Z-6qjLC$9+eA8??Er6elGOqwi&c5<}8n8&@N$@p-*y|;V!_RS|A zySTEpI_$6H=1NK%51tsTo^ihC3n=<@aA$w}-of6{q=`}o4Qf#-DT$Z@ign+0L_kJj zMn|+n<`NPaqIEfk$GuQhNtR4CsVbr^wS7orj6`{n`3|ki(DB*3K3Uf)iy?*(LXZ?f zXhYkyO|w|c=Zm_o>b7p$rb)3A=PsGvdaUNQ6s1#tnTVlvie-oDz2zA=hlX18TokG- zxt5W5wZO9{vJbrPY{6xijKBKQwSV>X+1?z+M^FWr2bf3LKZ2lWWTss`YYxGAFvKQW z6d?`g9vJ-0N6(%+ca}M?$Md3eVbM&Ruy-(LNb3F3BAmPL{KZEe-8}z5QH~JAk+g@0 zNB3?|$J@I*hfS^Xx=s+#xLE{9HksLt-NivOhaAR}HYF$vRHUd@g|@20e4GmB+OU8A zQt7o^-`G5LW^GVptD~%H^0Oy~Z&|u^_ukI#L`}pbB@i=BU_1Kl>(^F>4#?_h+&$8i za31A<`q$t2+!vnCdl`^UCb6x_<@?u;?(|-CA!4Xlgm(u8602s_uYnf=PqCSH?Q4#?La0=SkoWv_`bQ{iibb*@%#VQXP&}? z?caU+=+%AO={8t@xC$(DaAITK=YF!NmMwoVLSO_y@Jtz^^R6uO(ID^l@@Cc^9F4V~ z7i+w6YJ>pIxJD=StR+dI3iCSE1B&VoLocRusJKG%$cEg1x;(eBZU$d`@$R_#gB7Ly zfx_w!JqTe``g7}}lcVzFDy@~-`l!E=`4{evU%4~8HP;qMZOMH4{-5=I-MDui6XEy& z`B-xW$JS{~W;YJ2dtZO<gYDwb=&dyx~&>x zZ0p#;BT^6*LqL~dZ$LTai!rdE#&mX__o~_UB*mynEJflnGbO@)0#Qv(3Z`i}OYBy7 z6;v=42YPk@A9?&IKlXD^e(v|a`_5^8_xWC;bV1;l82$E(rnm1v03<10ID27qc5Uy? z>j&dl)m>~6b!468tO2;1g*rA{TRVe(UivIEa~WsM&U4W(dPQ%2ZCLV3UiJs09f+&jU?J$A)FkryB0w7;n`JEn~S->>f4a z+7ui!q!<_son76U9)78|00%o34CL)?M5hVssAR|KYybr2LTlC{hyn{Bf}oHRAQ(6% z0uYr^f4H``7TN?UsnnCBW<0H`st!Sht370HD?z7dmSS^s(9WkVL2N=>*J1nK;%Gl1 z_s*XyFFnv(UGLSkj>og{E_g}SB=5@6$w4u6$+$j{MNNrvpZUaYnz#Y?%H3vEnkg5D z36WA=6hj(}M)wY=w>C`k`u3IC?Y+ia;d0oUN`I9<^XZQ~@Yzq6UT5RQ{439$@O`(E zAZzp0RRV6RRslt$DTF3yN@nJWIkyaX-f(XSPd&B*2=@wH>BreO13e9_{n2~u++_qRrPoZAS>ZT?p=VEA6H$yQ)>Aodq#LmbFdCC4W zP@xVOq~0aVQj(~W43e@5c3;v?QK4!EWJY4DhDjxph}h;imYK`F_rAc)8#zJW3PiCO zErA&!5O=&>Nv0Z670JA3CTwF8>-0k@84xoFibjb7DpdG_Ec04A50VzC9p#|RiA;go zWU7{8ONM39TkGfR>!k#=1Zo}UhAOl=S#8wk5)fldVBj1RF9EQw3-2N##7@bF9jeca zhz-EZxHCl{br1_Sb_`{&%#qHV8xG36$T=rhdQU{?8L~_g2h*gKlC>cvm9~jQ+RWFl zzIp5Be6ML_QPaJhy+O$jvX-Wd<*AEjHXeHqWGAp?kORnPYoj>XnU~lSp+O=v$0&|P z!GO$I6wSbpZ0X-pQxFp->`WupFmu`*D!`aE7 zEvD2o^L5Q`(R2B+tbk410nLE~yA#w;&B@tnYDM=L55VUO* zVKlU9)i#aPQJa)vz!(jHygHXdzjQbE_9hKneQOb8OPU>X2NHsbfgqS!Mwofy987=! zvK&mI=t04_!uXjVzx3yS`6Kz}X1;#9-L7(!wyt=<&e{C(m6yK#R>0K<-v8i*AOGnv zcp!uUP)4K~HF5Gf?7aN!=fARZd-CYn;ln?2A?po~wkAp2FaFl+Uwv`=`oSb%j0sXS z$KC9so6&;`G!DM|^fOm4znT_yVzc+elNSc%sBl@g#Xan$*p~I7I>LEEEg~ zsDiq{t;3cW93TKGL!;0xbU&FLEZBi6cxG(E;hkExfDk1ZGVV<7efOo8+55JVy0w^0 zMTrm+3{Bs&YL7p8?upY6o9J(T0JjQc!ptFfW__o-5cAJ!^tAV(1sXd=v?|L=5s$B^fuRq z-n*l5ElEE9)crsIGf$n`TJ#_KH#kVgXe!rW+-tAQQ_nrqVoX^pvpejg+=QrKYe0cMtPpv=u z`oZVFxAVqf97i%kKs}Z}A3u!!A*b>Oo!8@gE!WfTW-IX0jl(-TU;XL*OHV$q_UfB= zu534xHr0~C(v}VYOaCAOTGul&TLxCa5($b1j8GQX9|DtK92tQ<^|3Sm;P3vmU;7td z{X75Y_l{=CqeG>Y6L#O|($y<x-@P~A*%}uB zi??3|E^py-qqY2>#GqYyC&#bb3`l{fmHco2{crxg|BrCuu;7Gx)OjDo=6o?V+c(#$&}B;B5+Ft0I&>eN~f^SC>%7Bd5DT1hIJ5F|M=R0V>d6aWDvbKn=d zJNIQgII>TD@@&80MMDnGyl2oKt&y8=jYs{o^Hzn_N*$`2HXr+ucI632r?R5RGtP2b z%qH{QTUg)Pzy11bcW1nRFqg)d07!u%kRdpBEE*}~CH2a(WD;e-qO+@1b(@4xAX-|) zHbx0mXqs9&#)E;1L{Uj7ib;|KSZ^QeAv#XM@L67rM9uE zP1PdC*2IK}L+6G&hBJ)k(&)hX^=H%&z@XA zJ-l;g?{I&f5WB4>XWopVWCM5Z)W(H#tBXl9DA$W&PYvo>-9(uz=3Beto&D*wYI#`t z+!G=r6uqKf^fUIIv4|XU=Eze5Y+Fewg%I1ST{=|_JhKDv8RpIpS9^Kx9l^;HeG0I$ zS^%i2E6Os4=t^(EzLz!8+Mvcrh}yvZ-pc z60m|gM{Lm6($rQpRUH@6QrpI3mNxeK*=W=s4f}cK9WUdp5CE~ueP)Y-F$_m?{(&>= zryk2OU48M5r@#Grv(VEIt*xKP^PWFCYTkHb@6Mg^d>Rz2Yi~-Dyrj^kRwSg*rZkyJ zQ>mc}Vbfw8FeOGKMg&&RkjUx^_FkKrLq$j}M=Q|45df$uq8TA{LhPkR8=dHvSQFF!L|*#6?y`cr4ZAZT_P z;gkS+Xof46jt<{^>Ba5a^`lRnrrsc1i)n9fcY1Jn_sZSFz3~FrLoxuS01AM~j5;}w zgGexKVSJ}zh3#4W^34NOC<;glF@PE*g*F~%5p-G7%hWYMLp6xly&wd_rO(E&8!R4+ zZ_uKpV`0v0X0t^^OG_yNQfId*ga(v;?0x5d=}-LF=E>ogzxDE$U%ma}PBYejfAw}e z_*&kEcW$GB6#zf-=;~kj6QB6WkKcE?H=o@(dgiU2+jB_p@2XU~E`C3A8QSGHum0Az zpT4m@X+j6Kd1t)`0C3x+Y3{KBme?HU<%Z^i=AV5=&}1- zOFQ?Dmh~9E>)m|ErwnG$EBU@NLlB5+<7qvc$ED{F%^)dSiac)|f-#8m3K>f0%vg%D zk%+7#j6h=6G82r-?CS_-M8Miof7pKJGmrll|IL5+%9o#c@te>6?4LSajuv;fvfujl z^+gK+fR4zz*u}0{=$E&a@}N$N)ScNMd?p2;1$gA4v+sZJg{&tpUc2)AE4OakZEo&L zi!SdKAr4Z2QtiwM_zQpGLm&O<6N`B@IC-jk;BkN~z5ewt{PSP`?rS@5+^QM|(`D36 zM~TeH7{!bf5KYZ6Stn>B0%HaP^5_I4s;R+FW&1M)t3bg4tW@)rL!w|SEBVR_Z6DUl zJR3Y#`G_$oJL}*@$*C^%Qd z)T-*{z@Oh7E%tV2jPt|s-K*ONyK~4OP4EN^POU-K({|COR#URYyaq|A+SX0Z)NyR9 zn5qf$y@q>*&oESrqe;7WxTvPe8QjBq*xDdh4Srh9ZthL1$O$1O3u=TQq!}}kiN;nj zu}Q>cQJID7YPR!@5h~D{N#t$pSZO7!JmFFudiHrZrhDEFA2D6 z8rV7C&-1nYjC*@GuP!P%f9B!d>5mqeSpp5fC2Wk&_gByEyt-dHm43Fe`2?23>3Hwx z?(I-VH6X{tzTY3d@25YrcIlD2o~OyZloigcN>CEXdmg>Ud)wPrt~Pa*VryWd(6j1W9PMX)R5H+Xh0&ZpDE6rc~3 zS&V2Aurq91)uyO88V#9XTD2|3*{r($)}3ZDKYwBH=p(0ZUcGVi^4)SU-Wu<(t)Be! zU;6C*?|r-;2TX^L-MzzZ1cS}_y!M&ZlY^TtUyT?&I-Sq%TN_>asn4ul`iNvJ=2)62 z^Cs-vxpV#Ucs3u;o1=sMYF4d|hNsS*SUGXB9Bg`503bLIsUKhDSLV7IL&)uJj&%}B6EO^`4R z)pUO8;gf&zFZ}#-zx6xc{_<~s`e#4dj-}tD#oj~@XNPG~WId=4>dgI@_O|w|s?Ck9Sb!sTJ{njQOSYId)nw76l!DHKY@9lC_P&d& zCr=?bmu1Be`U6fg`TEyh`JLbS?zKAyjXi8 z9iTzxp+9gMkeS2;95xNa7Rdv9c0}wF5~QF})iJva9bpqFCDx>bU>d=MoC7mLH8wy5 zwWvx2fB>nZt{5V=0aUP6t75x#knZh`zxmDE_dk#g`qUmKs`37ZhL8T(xi+TPzIW&M zzB!xC;M|+9Ead<7+5hzCh9@rM?maa?2@%q(FMR3qFF${CJnL1>&B0o-nM{K zUff$WU;s&Bd4;EU=%=uhNeD8M~AKbgesD<}n*#XXpVVPy--CC*ea64gcCN{@jW4E3dqK`B#4D)o)*| zj(&*h4SsOrt@E7eW(J>m^1`3~WAA_B;SEZ&&{mVf>39*}JskVKhSJ*yAq@Ne#7cSN z?#)|w#<$_W_0l2wX>6TZh9~^%U$OzL{vyiuWb3!bNm1GfBCr^S9e|X z9;BDiYT=Hq+4}2`Ev5rm`KlsGi{VUgA zx^;JVcPw~p205M&FKxF7Y5##CpdEwb`SW4Ye5qsTj{X^`SDM`??3*}e);sH?^`>~kDSK~=bM|i z=0{umR2c&!I|J!VY6=PnAW{^1>2!ZB^>lz<|RZpu`+Zeq);dCuV3Ffzq$5-pZZw;L6@(b zPW6lH>vr~Hv43c@gN2w)=gPixMSkwoiq-pH`0C5gzr5Wf1(1^6sp0xh{N%?!@sUTS zRh;kQV6E@sbn5fIx4=c3&g=f#35mh=4^FHOQk><|a+YxhkS!OC@$L(6J@Z99xP9`` z_r33@Kg%0u;&l7!S3ZB^l{cbV*7q8@7_Ogv|A!Nt#o=Uke6)V?3B^^7BC{E z2sVIuYOhXizS2&{G&p(Yy`O}QlZzXd_paS+7geKv?Y@UDTzmq1{li=LTyyBLIrZ?# zovZg={?^X+n>z#S`v=jcH!q&0Q;&TNixU`6oq6iRqs{vUr^D_GU$L~e`JN};>BrP^ z=M&W154`sV+rf=zUf#Pr-(1hLGiTbtnWzIK4?PxadOUjQ%!OioHB1&apLtGa?db>3 z^)8%*(S}M-YfGkiukQ$Ab@`i(R4eVg4k`3Td2f&_Xq;8|w(s3OSRC#i zo;|<9O>yRZ51e@P6F9g(w7KtjJ~5fb=Wf06=5(^}3X~L$($Pc?ZqHUm*~k9ur~4~| zAN|xL7dN&q{p5r73-|W#?!SJxv)91>p`JOnx^{*cs`h5Q_1YV^-?;6D0Fb9DbGhAj zX>jV1)q#`!YxVl2(b}Wu7qf{R)uW7?YI+FsD$lvR7%`vj*QYmDcV5_g?b)ku-hMVO zv(a$y$m6F58~FV5m%sd#S6_O0?{JnHHACnKr`-~g?Le=9%mXSqMkG`LHC@u4g;?#W zhc`~1E`IITKL6^Q*LU}JkB;Ez2x6q0)$FBPbMHvNs#-%rgANdYpw=c#t!Xp^AygJj zf(eKPkOf^Ta%@{mVnl=>dB(jSQZ4mDF)m4(h!9f(u`EM!C;}?hjb*IEXG53qY=U42 zwLk+L6HQvpl%LxUp1}!t!{X}U=;fM_MZd`>qHu}x$<3qW(6%JW$?rN(*4y3#AcUySFrKb%572al&0vc0i0|!#* zaK%gYp)Q5&c-*V$LhSUo;vqm=f`hvS1H}xqOSXk&sdl{NBX+o-W%8_wdB8%`$KSW| zfBNfxX7k+In^$lC^WS~p8#iZn6ypz7zb%h<6*LSW1op%k_oqMh=m#&H9OZ4Q59dwH z^Dy0C%;qT^|C2xL0Xikr=6e3#_nz9C+zrS4l8&fF2u#pLJ$GzpO-jd@>>$(zTDB@| znd(NMcP7<8`t@&I_|Bl7HTQPXpd4Mjo}@ll^I5fDXH|V-l&z3^Xr+8(yBZt)fQHJk z@a$N({R2u+M5s00nKVSQUb<19ueL%Z)RXFfciY_n!Fc&8 zcxOzAzrT+A{`2&Q&U2Ul3;}FX%M(wYzc$&QZ!rO>MKo040+=8^e3pk4@4I+<>&EQm zyNd`MK)|%0LtcRQ5Cp2)VgLk;iVk$O-@9{bKPUpm(&5@Lt%A}VCfo22{`PP6h#tIe z?XUi=hpxPu?%te#^SaeSpaLC?g9t#+T|99xJ@}Ph{mT9rkbnu^fg8V#m|AwqK`iZ0 zyAL{n0gwYiB@qK`xl}5%YEX*H^LtYeRU(LD&NHxjfEBd!LpVKxSi#v%$ReEBfVvT6 z_CU@_?kN+0^5Ti}PoB6ndBY#vIM}}a@;CNgyLvYpl^=R!fGha&oeIq(XbxUfBU)C3 zzy3>)pX}2={IyrA;8a1#2nk&mxAk_TzuP}DsDTj=`Gpfhwa1QBovJHk(Ew zY8KW~N{I96PFYR-cpPMRa^)}{j$i(*Z$J0^z45|)<_tP$;*#}%s72wKxowg}>DUfT zh=8ig;5~z5;VPCB}2-Mo+$H^x#FmdgkQ3x>C)fBIKF&dqA+%$B2Rg zlmvB@+yeou__VR6xQ0LeiP2|&=7Ez>KJdy5^1u8)-&C3UgM-D*`DZ`;(Aks2vcTbK z^96>QqT+mkO;mEad*{HZj8;iKPbQ1$%)%lfYqN0eQJw;9oL$KZ_8CtO+p^%n28Aji zO9FumlUggWsVo_WRw7~|ZUIBmD9~0x#i<$)2yh!EB_l#d*7O69Y&z zK~Hr^vqcPzqQ_a)qCq2S$j`reE#DlR+S;^WXD^%&I-f2Q5}Z7pZEg&Rhspe<_g*Uc zI61ub^7T8g)ZrOTBy@OmkOn-+5vC+P9j!J6grVJ6Ep1_>Glw7uuuky_;8Ky-0vS zvY4fv!{({O?UnWO4(l*JEU{?7mp&*Sz+@lGot-z|c=hSuyLY`RisI}A+Pz5>>E_iV z@BHZ}&-2R4;`Y(47hhhx|8!YA>WWhlMqq)%G|v%%GP?_l=NE7O&P!i@WwO6`=tGaL zp50(R+Pn4Y>rcNtowTsB@v}ejqkerQq3rKme)?a3VP20v{pUWpeRXSX(A-|!UF;Pv zer3FOu=vIQ{I9M(_7eflfaGnfwb1~zPq;l@oTkEOs{s9a-k`whc^`J##r9(Bt*!O@ zRxf4JLJf(DTVh0;Pq(fX8+j8AAf4DKsRudNh6|w{Xhz6Xlo2vT)xOVy&bDqh^E;t! z7mILouk82uKlGzdde2cX$BaVCU3Gis#_)`Zu$5Fy7mF^`-65$d$JaCpFa#-?w|P zXb)G*qMgp`wsB?|!Mtv^w-*w_*7fT#g}bk8SNrYx_dN`w)BVxL(e0bhKKoiegcBdX z|KuYdNpL1WdEz3jK}d(+`<4IVA3Sq;JD_@m;Rg4Hd~_J<21FPgNh=1OpS~M#kb*V| zt6-Ll$!rM;SauIcg$Z7}x_9j#{l<73ng|Mj9thdkjJZv?2qvZmfMm;2hnWBnVH>5h zlx7|Tj@g@lqFoXXuvpFK%o#LGt zVWFxvxm@oZLDguD)*2`QGw8eJQv_W#X$ojaWQrY%0K09oDF6ZUGHgnhPPOB;{CFMj ztc=H*1pojbU3IbagTIs3YIq#syIkN^70D0?%-EP?I=2S@@t^&vC!RXFb@k4_{EhGY z=C^L#t-FEmAK^G|yb*wG7Vw!5Z2Z)F9@tpLy4l~l5>AW<8_q_je5~rC#D34_^>KgV z52@oag8Mht2Bgw9Zb_X5M;)R8kWmx>fJ`kRnsxedSmsJ<>dfQIn!v<#8sO!di)(l1 zL>QDuRj8!u9yTq`_N=1=DI$c5sA&B`15(--z*`hm~P-u>J6^$eHid68_dF`d~Q zd@sOyMCtSP!XF$|Lw1jz;P*X%m(KZzP7j~CIr-N0#p~PgP(jTtze)IgKib}X3xDuq z|NeV`0bm4s@ch{ioxMHX+B>%br_R&%uHD+>6PQ2oQ2F2dw?BQ~g~8f|6VH6%dtdwR z_W$_5yty^OM$Hox465J_@}*fsdq5u5=e1M`)B&3VO3`8oq4fv5>FSOvBFtv9-}u$% zn}w_@Z?Zo~(dQNnnm~rQ=H0=)`RBg;+?(5rnUS$}e2`_Q3K6?^5AB`kbyXrFGeu*U zBmp8YWGA!i;`#dL{)01r;phI?-}@)u{fGbJjhGlI0kHxS;GoZg1Z>jFp$QOMZ~!}p z(4@g&$lAmvre1DE4!D1G^xAh!cE0wT-+KL9dy{e5TP+_v=N>%YERgpOZQA&#K4=B0 zT_3C$;G3g^SKiuj4Gb9?2J+ZOGvw5P3yzsuY6J?*+8^?n4VEgYbF)Pgqh<(HTGdiW zSoX3IxM_nr_~!Sve(XzEHfaC$>$eK>&EAO@Uby$%cgD9{PRbq>Ga#iDv6G4C1@}s) zqRJiTxWiU;Z90%(K%iYZl0dgjP$MMu9;1Mxh#9VLkU6>X#(Z_+Qxngwq z5%QAMc`)T-#W!sfu(HREwk`0P`_|9rusE2zBAqzp!*p5>^0kWt?s;j$ND~g6QC&>} zb}7yXiJ(a;bqe5+*jNQr5Rh3&qeSV_RS_0#sOtt9iO~{(*^++A*n#RZm$gCL)Djv3 z#w2kOQ$Q7M+Lo9}u}V$QSk=|^%ir64X=C%`03gk#i#DXt8k!V+K5=4Yb#>+Ty@Lyv zPH*qryK{R!SoKw9rE^a_x^eML7LIoIZ{?#?Yt_#7wJTdL?7ZR}BbitTo#RIp6j((j zhap}$h+?XQ7E^?jK#|R>>iEv>$@Z_helG^q23?Uy(`r)H3!5w^pZmxE@V!6s;an$! zoD5!b+E2T8?>znV-qsB(7jM0EW9P;s&x<0%?VDTemuIexH(tC&Y8Nh_7_Me%Dyf1~ z7gl9)2RY^0ROg5L*Phon2T0x>Y(4+oo3CHH{AxqsT6q0vJjLPg-nDy2yY=`;2B*ev zJ^!V0_~M=It!KXQ^}Vzpz(_T>&evDAQ`O>~xzp8e6vuo2d?)w#PgT_TO zKiGQhX_-#jotx$Qn$Oq3jIe=b8us?)+q?7WVsW%L+j%WVh1v)jfiQma?&QYy>cxH; zhPJ4}_Evi^=dv8ySzn(*+k`l<6K7qqYHh%DaPQUcJoC9P%ocNV7{NkKF^M{~s9aK0 zw>$f@>o;bzh2Gme7@s-%(rt8J-Gap-~8>@U%YlyQN57S8fF7N znxy@`cyn+5%K!fF4Sj#QH!u4>m^OjD2T*Lqio);5#hv+Kft(|(uMS2l6!+r2d*R;g z#%#;Ic%>+Pz1Q}$@}<4&7oWJGf-isb?we2FI(LTt?D~nvAJMux47jej-hJ!ofAbq( zdimPc+XvOqX&Y$hbE0l*jtfINACn80MI_8~?ngL*doh=h!DX6yNxKsq}itMG_dWlx+ew1U% z5KoQlul&gm|HOwMUQ7>v_bbnT0FFR$zy3QnZdS1PBUWz!fItR7An!fn{@lmz|KJ0w zvq}BJYX?VFXlhu$wRrSIegb;V`PJ2)-dfoAHL&daej4-&ymWrud7ZRL2}l7EyN^g$ zr*`qvT}odUu!J2um5w1s?=-c#L7t^#(`e2a5gyfgbbDH4S;mS6%?h8GHIEhfdoB!q zwmP-@?K`)cKiV01oB3;iN3}HS7iOc9XUf$9MvI4IU1h>SzCoqxVq=(o{zpddIp02g zy_7k`cz%Evq0vDb$c8kjPk6It;=1bGI$yY|mF0pwbF}2Japr&M&)H%z&b1KgJtmiB* zcE|47x7_w&+W*px-96l&hmDJ?`Kp^pTFliYlEh|^Qp|IzgIL7Fc~H?jFD6wga-ZeJ z>KWz?PMpZv`C_`)Hb;8lQ6fM~%$9qK(^+WSW`BDgqRy){O+IGSBF5Ay{kpt&lqLVH zOYDgN5S!F2n$!wsCIV4Y=br7Ze%^7O`w&8C6&Z;@RgMHgYn*^4w)jZCy1_ee}%Mt;s|8o$k5On^%t3SJp04 zy8P_xZ#}cKJ8qpelgOD7At)FSP)H+{Ve4zpfA>qzuJ-ha_ndgo`10=d(ajgG&+aT{L3mJ1kAP(8hpai@+g;q* zpT|Zfd(k9apWf>CV5RiKQ8sz{>8{iEt&FRHjw_2_HYF;JNsCcTYqHMKlVp7|G_UpxJ+ z(dK$HNyJ#JyL!Ksc~wVx>lwy(YV`pYj|y?%FI6?Wy;KU+U> zVsW(S7p-Krdt=s5(A%i`n;x4u->Ix|kQKuhxVPd>OHci^_uS|6VK}VfqWRj_Uby<| z{(`;B3tOo0^Pr?j zj5J5R6?A>+%<2cd0`I49P%&*(@m?nF?&WEIObQ=@Sxy5vU>vbRnliMue&mgTiryS69C+XLj~3k3g6F zZmPOt(rQ1b<~x1%RV1;<_2^UKK&yn{_>ytu+!;RzV!S*`^{Ib%whaTt6P@u zoPll@@E?5WzCZbq^Jn^cZD;SBZydaFqf#R87}o6chfbcn*qcql-ceh%u%r+C!3qSI zBg5R$sO(Ml+wHwY5I|l6^0CWk5nuuZ6+^=AGjrSl?4mK=4u*nd#}X8PO$}oLa$SMT zsIZ7>WmN9e?O0t^;R%9|Kd^dZXZE?vlUe*hgVaCdKm!8Ey+fcR7LXT)j79uz%sz^ZL!-sw5@kH z;{Nc%0MzU~?>+t4<3raE(fiR8UlNTdXCBZIp&=lxM0D(0V!N zY*~?}b=@X(IrIulf_2;V)PWGe3>g8m(KIo|JC39+V@_)c5syOiG!4{_H2!f za*Kv-BkXCj;21Sw$Jo?5NYg+Qxy(Q+*}pxXRH0sAPB}S4aP{0+0i12F>;U z=LsEwn)95Z_Dj!9+6o&_7Qve~(ZCUU^_kNIu|=N|nV>?#2#&~+32;W2vF=a?04T2+!@G1a`6g!`j@QTDyK z?B4Ce$zcQiqjG&vl!a7bygR*dW6xxsAl*Bvn&|3;0dWyKZMGV!8JVCWs9`X14kQY( z#Uvq00t-Qj01PZfRYd^joXa3YGoxgtVrbYl5mC`$h)L8Cl+cnIT51xhVA7!Is-0E@ zj8YR-5`dX0C4;Tq;JstRVVTFEn<^MQ#=vBZxqXu9})vwsl8O+@*|9 z4OUpvT-v4%i+NgvX;q8Q@;om8?(jFY#x$d&;^yyI@>*}z+abst1vY2Rk@r`|W<0#1;Y0u8tsLsiYo(#jIcjGSW<$uqxM z3=)Q^Rx7L7ysF95>M$cHuD-HGo>Eko6@y+W4v11(fTGn(%t$`dWU7XQ!YZanrfAcd zMnT5Tdx#YoflfmzYG4C3XrjbrA~GRRqe+#p1u_v(2WYHyLpv{2-+JM>OqdL%fNHvk zo-HGUXr{Cj9qH1!i2%S35IJ=XtS&5#xywym#=kB>n`p$~0GtCN>vXfnp_X7~j*bgJ zJ?SpgbXQKH{MOL zL$ZUJ0YX$&1&7P2C?k04Xn6n#%*)yfpc}Oy7z%24XYULdV+0A-ksd(bj@exr4srQH z01@yQJH71O(XvUmL~FmhS+g9>bv8aE<k^jeq|6S6)4UqaUU; z`2BSYf+6UK&Xs@ZQ%`*Sp_NhAT)jR1x8J(+!d95HC}@4c_g`9h{KIEXtcYHo&F86$ z+IXkg^!uM=SB9P3?4LX}xOI1L|DejSOZKGW_Y#ne$e_!oU2<%ef}JiRYB}2{T=pcF zgJkWv1|0|u!J0;hcs{FJ;49nsV8+8Uy^|yT(;vETC&-tt%ztf`uSHW_st@0uI49Cm-iMe2D^J(x1YUwoOJU~M3iQr6cJX6%rss>aJuM*wD^WvB!Z zpkqV?6Ga9CCUE^cBW&x`$&2$0y=OB+m42DEF-bH8>*Z9pCaOiwqoH>$H?_L8l#*wh z)RyPu3&?V9T7?7xSho==ktYW*t7=ln3G)&{grixFirx`v6vuiH4)>VIQk|ybmW{S| z#`9-pmZG*zY%v5dN=*vte32olfKuO+p@m=q2Bd(%W&{@7Cbkv@6*UTofS3jC!k18$ z*ccQTAy@K7mEO( zNT6vMRNsU^1W8d7h+&jiS1|^iRkf%#Rbb%zAAaalf8w)e9(>Qr=1I@F#ITqh?%un0 z{q;AuZrzyAk0#@VLK{LvMRZO?>mUp~Z<9=uhNMuVsezHHsI;vwypab+P6imn5EEKz zml0hm&?XQ771addNP{4mCSuc|34>xF04Eraf)*`jK#R66J+F_biEYy0oYvw)olaXZ z8Wl$~%=*IwboRlE8|U=B5N_N$xO2NX7$?kWq1Gg0*8Tm+6U5ZBHk96!8Z#^qhkY)~ zY&dkAr)_0ex_)_|@`Xcr`nerU?!J@dsgr&%LI;WfWidqK)LNFU^oOhxr*oLM(8gxG zFK5x)v>J+=1oANX@wdsfkx#H%;Fqsj9`uxkwuk2A&Hs_iiBVV zp^-{NGX-K0Lk2Vf?e-$zh`VAWfl6YBc`##ku}PBmz*%aQ4Z%iRZ@9gbglhr;f(S6$$VnPQij3W|(oM260F zITOfAojsOKP)G$qQPGU_Sipww^wW;1*}IF%cKO!*8&U%Z z51xkq;&1%qdq21_y?gg_pa0(Py;<$Ul1=bK9$m9+Er&nx)VV+ZiO0@t#M~wa0wDpYkhqNY52~#Zf8avjdwkEu;!nr> zuJ6BjdHnB^oPFOxM8k~EZuAX!77W^W*iPqF9YP4AE+YgSN4&RRI|fq0UDvyReP6cX1lv)d|5UHcg8=fAP&wlxZ|KT^j{<(ksO05|=RO7dM`DRAMNnzTu9O419YG(D@sJOgT%_c9AlHTr$x`1VO=Sr>t}v*&CqOmV91i6A;5m#%zy2leBLd3 zuFQ<0DWKYFKR40wSXdz^3TWtnGE)#TM6m(?U~4at1+iPXw4$kaPnU0If^>lZE!PTdc#Oo~M00D7m- zpS<+&dq48y(oCw^q?$}aoHtD!>X2d#F*bFpnqu2A_}jXvBm_VqMl%bQvIlVJFe6rr z24Y!{h)67@HZ)b6)RLyQjUhx))z}dqBt?lSm_?~W3c=8lSe{`&_v>rrC@W8HuDU$W zdTXnjgZUx?06EKj(eGz>w9 zltvq6f3q)hI(>G)(jV_GPTV(Y3DzE21)QflyTgC-&HcUE`YEbw8IA^^*dOMnP7e-t z<|)S1v^~#7(bv;?g1pt%XL)Z>&W-~0il!z>L@ve<4|fmhn80{t;HF2B^I|WBSKrv# z*>8>}H6o&?y4I9TK|*8@%L>ex&Yl>QMcK;<31+jlZbDQ+uucXc5hSLNG)PiGF)=fM zM5L&Ij2%Q&46`m@*{to7rUVdy3-=I$On@K?A{IqcR{()^U0^mK1|&!T zQ6NbdstU)vQUH()z!NwJ-r(%Haxfb1&Dwk0lUj6n{Y3x;=YbJ24Lbfo1rU`!%}qK1T) z&=C-`Bl84I>In*R=hyjv^9!H&$)9|0u=@4aX21LF&h{TAEUPQL2;hlR*)RXt6CZzc zt@I0N+DRL3@67h5weQnv9vw@MXtPHjc zh%gxw5)%Rp`ks`|trw4Nj`~h}rR(+ZM<3mI?arBd-@QAJe|TQR?>`vv^vFGVCM%f^ zDl?vr7wJ?Vpl?Ny4TnX$i2Xj)g=a@4;Q15%^_;?_rQ~}VNULmiY1KXTGY=fiE`Isj zH@|cB;Cr_YukN&qgwd9#{fDgJ5Fo`=)ye0+sRcAGn!2b=TWlMv>Nbe^TuToGCW@om3a<@IAJ{A*LxwId zY)}#=AM4c1(K+g^fQnyaaW-F+r~ByL-p=9hB%bdV2G&Fijk~Z>o?SujxEh+IsG3ql zVk`QF#BD9Pvq8a`=U7JvoEOT3hQP>O3Li5$@{`G8QpfW}Ha*`vTC|I(vDM~HmC>UB}qRc_R=baG%C_-=GL}3z9R6VI#tQG+nQ-G8t zBhDQgL7sW(a5|22!RJxQ3VIx_At+h5J9QPe9}}DXle=RU>utkhAV_z!M9w8eB4FZ}1gy=S5wNCQP%*PK$eO-a(5TYup$bR>R4Ot7Ytald zF91yv74`-W>b&O#)t&#?pT~T}F3++8IW2atUwQub_U^qk9q&rh5Go=NGZPab`<#K- zPoH_}r+=}$_+Fq4Kn=R=`c7VCOA!YkC`QpHC6EOgsSzS1RRnRl!(ycz3awRE zTK~zPxbM`tJ|siOZ5!vgdB%;^^8ESChn%7x^~;@cc$B9%VNHG|Hsb* z*0zuvZyja@pX01*i?^QHY7=Dzdr0R_tp5DZKfZZtc>C(nm93+@JF{kfu(?q@d~q}w zEGRinpntA=H_l$n_qZikPMbwx?G+~i*UXWv=s72Wc zf|w9Z!5AmARt)#|0}~Bbof`LhUIE&LB(b_`1XW`Mh9sIZDH6(Y+sGBl42O2jxA_>8@0DhIBf22By2m>7^HRTD(8j45}N z<;chm5e>ZSa^%#+QfsQ_+s+lW(>ni<1*OFkYrT&=wtjIE za-cJ(%6>0v=I!*T6>x1OWeK@QTT|!RF{(+E%5D=FL76ed#B8R30=Z)`EIf7WJ;#oT zh6Cr2ECFR0H?t3|V^s4QHxg8!sv#sRb5tTkmDW51GpQI6BB0B(s}-ChZKanNz}i+= zGWaZpR`Y^DQ5zkskyx+*v1!(a?x9QTL5xdURAIV^wdtZt3W|;pF!zqco!rRQdOYYC zv5|JBgC398P*UAP__aKr#^kML}o<**PTW&Op&~Kxzi5Q6?x0M_qn6P>c!;#OR$(VBkYE4in+NkmgsVMY0-fC~IHR=^3U6$! z@7gm-2swmgitHfKKX)z%WGs3S#Wgh$A`(sw%{SZsooQqGoEGnz()WyI=X&|NZSZpVLO2^MuSu zT}#9fqQfG~a>q$qL{ut82rQ~fr?Mt6GeOjjy3=upG9W@mG6O{fFhvtcW}u*5qn7}T z;5ezC5Yd2fiKH~^LR7jD7I_1+rC1fT8)TS?bw)$xjw#x0FcHiM4cNdL0~>;bqy2;3 zyLS)vb{DfrY(w7jIrYvxc%fYB73WUk@MO~{m(GJ;yZYw; z>gx=k37mrytG>6_?j7ylI|Kq$Fa+FKjlXmKJ9*B#_omwitpJ(m`U;$Oum94|Jowqq zJmnPQJPuY0pFvwKxbFi*MZI%vKh;e+g8pLUV>ueg#m7%rBo$*t&Jam0T51w`Ktzqn zVg*qmM;Wjwf+KXE)H`n?$=V2z`2rz>sNj2E66C#1+mM$QLJO^;E<0)<2&O4nY!he~ z)*KNHqPR}`&c@cyI!K0s8mcE{wrm4nsv!tv z8fvkGg5o?Xk|s4lVsaT0u^BmUX#t?#c`;RAdh$L6LLvfih{$SYmQVx$6Ph4utfM55 zqzH+quurged^CfvOpD1~Gt$f-_45YDQ|P4iE@W zu9Qd=8)E`yO-aesrU?z2#!^DZXrBGXDLs9v^w~>adFIQn?jC~EcjAivT?YX=upfVT z_`m+Kr`~`62-3J|n)x&|AykVNOiJeU0h~PHTuQ)A2!``?_sy6UbYi{yoqu~}cMd>A zotF3y91b8S_~eH!e&U1YDNa`Vy#zuTWrK`BT!w}k+n8d~)CH1tBo<**vm~vmfr>5l zq{NaSDjKmW0RaJNP)61m2~fJA5duZ4+C{9%BQ^qqzR!^#yD<8bAG-9))@zd=syT_t z0LiTl`-8G_>^vv)D6l}oAR6WssS%ns0E&rS6HJ4~CGwG+0Zh_VATr%A;kW-#ngUbxg4K_auUXfJn7jL>I^z~lu~&2kRC zJP@Gw=rRgDG^LQ7vAK++0J0Aei@tdmo!2&MEGcTJ=YYgbYat4@5|x~zc^g5TCa6t_ zS>{r=N`w$ZMAUWqv|^&BjG`$hIm@hDEs<3@qq%yXwCDTykXA(3Sc94a$Fh6Ku=$j6B5Uumdtq~=h2}ijU5KrDL6BO2#91pgA`*|!es@a zQzHsN5r_){AB}zEadRY1YsF}|h_E`$a~81JFUq8rRK2s*R(T31Pmk^%9zApQXd(;% z2d1ef#3f>Z#5E44{jzW_Nl$^^;c8+2r z2o%ML(UlZ}S~BufFQjgPoM%!5Z)%Vvnku2H5da~?6oU|Z(vZ-xMgUZ&CiSAuy)Sfr zQ<%K29f5(})D!wGs`G!Bnvu)~J~&QKz^$CKjj>A()}aQj%+3^`>UBRF;d7h=FuE zAq1xa2xx-jnSt(H+xnNk{yV?@m1l0=I%pb53Meorpbv20nc)+UKk^s)>pjc+D=s7MuVexV zqj`tz#MmR6Xk*o+a-Nxd(_+@kIfqnZ0`vuCh9Z(G8_)@YEXC9YNy!a*Ws=4i#EI5Q z#IflzLsg?hNvY9p2V^mtsYEel_9-I*0q4OHqheMtdH`lsO^Fo1h=3tRZ5so?POc#l znO$fl%ak+P2rH8t_x}3-?ej0cJ_8;CVAe}V^V!Wi_nZeZ$sk!PX2!_mRHMejm<^Gg zHWP7qq>L6@~(Wf%c zT_$;{jxuIaun;9Qf~+DI8te@ys>MbSsam8Ils!gGkeEGJb?q{&=cduhK8mQJ6a$Wx zqy(HJF(8OWjnRlzk}??*#MWGf$`9K(_j0>?KuU2e{Yki6W49z_LqM2!C(H=`$t8ym`x^! z(^hPMuS(i-rW#-|PoBfxc&-g*dCtz|MFLEZKC<36y1ySgW5(P3{kKiE(BV%3Rx10XVoL`I05q9U0nfFgNdL@@T5 zNu;F61*8TYT0+GZo#(nyNR$<3iV_6~)M(z=CYx(?*prVxe)i$-Tz~d%^TRaZ)NFU2 z)D3)(=3@zM$a9)kf(C}xG~zumTH8wI36bhXi2#6Nq%4O);rHj&cn)&LK;Y;omch|z zQS{=EJ+bzY$2Xq8eE2WE{?=DtJKS$50t5UYi^aR1V`#-OhBnqgirl7CogX1W3Q-}N zFN`BLLD-Oj#As!a#n2#v^B^q{12aevW`mS8fiF1*GZA)-!3c@GYL!x}ttufhW2{0} zIOlO%x1>xAQB)IphwQMfTAu-DlmbMt95FR1CFl)(<^UBkmve#5qOC)d7;A`rzPm`LjPd?VJ>n&%lRNSmDJCSr`5c>8J-3@k4pMwP^X$UvzzpQ$vEDqsWy zj4^sf>XNFXfKam#bdVu0Y9Y1~O;kfgj*vjwxdb3foFW06^J1-rgbXMGM6oQy096nK z+9*LG%Ygyg*4U9xX?2(}A{r$zGb_EA3EFr#KqBC zS>HQ2LYL)5zP)weJmxuW-Hl&;`PM|1UwZ=zO1m}e-fb=)?0n$N=(8U_J&2POn>rDa zOG(uk7$z|h@#v5gIRcSGP6<*ck27e48Bh?N1#$p&&=@T9UM!(u8<>593PhZNE&_mR zmXS!x9WzN=rLvbXLgvL0MPi?JSGK$2I1W6ld6Dqq|6N)~P zLA@|W%E>z3DH&KW=NLU!t!Ca6LuyquIi#i-<}#ly=C}8DubX(yGU$Bt)Y$-y7y!UT zlR*+C)636)?ZW$>@Fy>^V{2oV+SO%b$ml#68jz_1n5iI$#sD#OvsUQB z=R`X5SBLTeFvR2Ce3#m|yr2RAfJ8F^5l~rD5+p$sNrGqwAYx#cdyg51MY?`@=fC^! z|HW^A>)tGa8KYw~=&pVHD*M-FH|~7z`i<8gdF;Z6KmO#mpT73RFFkwn9w-1ZfgSHu zk1dl($^?K=wHOWdDil%ANMLypfoL}Ckf9EwtBfK zkn@-355Bm)QPNXSta@`rpEpmGu@UdFZ8;eX2Sl1Y#|-jC75bx6sw^wWyf@37_`qO& z%zNj)`1Ikge(~$ARp7AiveT=B4?MQ{o|e1JD}Sr6kj%pwr~ah$)2_MF1Rzs0ND32xVHS2~8#;_Yzf#e$nhMLJI_JtmH9P zpsJyXu|dT=)G;1fI|-X-%hj`|pM7oo^%rkWD`_nO+Q7l7L44rUpqPUL7h~MMw`glC zGFHxx#<8jZ1o|ME!$)gnklF-aP;UKScdz%~SAGl4R5!_38?&f(EGv~x8hUy`W;nnN;WVg*5; zkwtUBU<9H*L-sC4t(B+yDoL~4%-PMI=DDl$JBJ}D=T28ve2!H1+*3$KIFs z;o#ctul&kazx#SKR!%=e`^|wpy5axU&wujAA3GhwWb59+WU?5~s#%pnlX`=cu`L=m zUD)bMUU=`2!557nLOEO;jUGI`F|ZT&ui*8C$sgz+9h)^6;QadVy$@~_S=y`O|NM{n4{484AsfZIpa8@J~} z?@|(@tZHMMFw{{&%rHb_0x^n;q8fwxjF}8GY(!%dat0>4wNptjXKpsD+v}5rk+;4#s7@!6IVMC6DymUjGYKcwa-!ZVw^~sGg_R+egI=2?i0(|J4%uL6 znrE{qgv5Pe2L{BGI>khw<_aeO)4A5M+q46Ec9f?vAz)du^NbnQb*yVkitGsl3Irk- z#85H!z6C|JU}mCu?j}i0feN=sf(DGNfXOrg)>R^c!h?cuBQ_xspthPhi{_$PBlhY} z_07xUt%aD$`%duBzyHj7?#WqbwP};jDbKSg)>MI+$wTPYI8dLlYC@(EQU~kyo)Arp z<_l3%CMYsCFj0gAO_ZdNd8kE1d=sUYDgu003|Agcq*tcC7E?4=n)@7*A{d`n98`sXl&Tbb8$dfqJ2N?ic|Wt01D? z5Dg0FQ-Zn@Gh|0zK~w=)4b+fxu49@tXaH^0Hi0Rm5Z8N76~~Kc04}4L;g4c1Y+xo)5Cv3B5`dxyJ1)r307Scj5X?*>fTlKq3c7BfYM_>4a*U?x3+Eh$xiob> zpH$!c((^Apb1yWIWj>l1i;4jnA|g`@xLsTIT6OKlifgXKkUXnF*}5{n-S1c6#vOGq;-m z-9P@V8{5tCR|Ns&^p~$Ze0KPO$4>t2k3MwqRI$E^^U1t-l=YHj|Z8% z@5J!LYEPyMs>x>|B+&$jnuLpKJX#aY92=`el+l&&^soR5R(~7h5Rp={ zwY5BRkOB^Rxd%F{Z zwtaK&xwr1Vv^75z27@{fL<38-kW)20wQ**(XHr##T3))g5e-0@^-A45)icp*-quw$ zpT!tp(1$$pp~fN!I=7g%dCze{*lOmV6;?D!);8t~L&EtymVHO2X4nK#hR|Xg6BD&n)5|S6 zxi_u8d-sNE(?@amX+ASUc582~~s4~8sP&UN6r zqd`65qYKwoG|4z6mC-`Y=+O{FU@9EQKxx_-IjaKnYe6PPC>fBHm^3PYG1(Li8LJ9c zQA<|uQId=kgg_;mW=u(&z#~AOw5r{dWdHQ<<=E{L7G9Z~6q6st|Y*IfNQ&nk{i|4xaSl)PlJx(@7%tgBy zd5>LVw@%B+_=j5^0C;#v0tEmR%2Dr*CZml`QHjE63K@-51dC!3A%_7>#iAk^Zs!7< znjPV0lbV{qAQuYGLdz*a66iX{3U|6H#k?^Th5ZhT`r}gpM^m=Ca_d2kmr@8Z%4Sod zmHmn@AD*k5rfm8m;%axgER4Vv4Z|cxQ?bot|XyZ(ukMDCSB* ziAK)Sgh=2*shxA_!Trry3N40Ez53ao+daIzj;HtT9Iqb?B<33DD>tmCJS1kwI=Pn3 zFw~2q)4NAEepvZ=9&ENh>!Is0X6hOvO(7=cc49QT{ymtU_ zu;VnRYz7&JUT0*pg;Axm29^_CzY72)TZ{w&(?cU45}?NzZBlfO$0FD6#5;GcuU4=- zuf|va1U;l;+dV;!!bpH7oQk5M6%Ue)9mfR4*Z~@#w9g27&6`3tUwlZw;{Rg?)Df7zC zmh{MD-TBK`{^9Gl|H;>G@9g{8`Hwt5n>jdUZ=qpTje|%*??_O+=PJN@BVbq`__ywy z-8hR13Xqw$=eF=*nQoo|wJ>ea2S4SK5)G*^hG8lt=gpLhcjR0VBg1~_8+Kh?XNPeD zEq1V|2sN}ZR9IAs!QtT|i3GTO`+l%frIA(3+QNy!kRdA_4%g`&s})(SAYA>|NK|JzD#8j-LJzJ zUVY*(|J=*xX9ov+tDMKP<9@)g>AZBfyC0ZbjzU3Y!gVz@Gnmb4BEe#1GTy;Biew*J zOM-bc0GiJNp-2E9U>u4RO#&*SN!A&bXK9GSm3mhh^T|dflN7ty(og=&HhYX-ZNrsHy@hI0kRZ3bl7^MBdkxn}%Y}&*!dg0|M)y#}7_!U0wab zR%)Au_yeNZ776Q}yz=7tz^A8aymq|oMYdo-P`fFE@=PlJf+6blhLc2V*$vRL5)!w6vPlM!1`o|ulPk!cOFMRCT|L8yar~lwL-?~BtWM*qB#Nr zP-163aLFJlRSUkR6j21)hKbFi$pn3tCb+iYBzY=Wlu1>^xbjnh5(Sx@qt&FF0b`Qj z1Py0RSP8y<FlSWZf6Rbcj*GQ_Bf9?oSW z8Y8<3m4TR$c@ndNRYS;#rfL?vV?-aoGkLUK&rk2xKpaci^l6xq0wM$@!HN_pCCw4C zK@_o!S-?|K<)VlPQVb0|qbZi6{u0GDgYL<0cHea z$5Spq6r%-aj*Zy&y%bd@s~vy>v0IOtGdMIL64FvaF@G||lTEpBesQ@Chcl`ipc*N8 z0uE%V>}4G7p7)fi^DUtN9T2vf{fGLwXHulYtC0ToNY?hDXWx% zgiKOL&PB*^&W21znpJ^tiiHZ5WFdG_D+ZfMbGA}c4TmVsIWkkQrXoSw2s>!}qT3bn zZCmd=_VQCd@fWZy>(i6d>$hUR*?sKde1BI{Nhw!8c+b_mw!$2w&p15M?6nvSs zXVy?k@r{=(B?$$PLM3MPAjwn<2fzYpj7CDtX-EuW&F{*%ilab zUW%>?I0vFY4;iUwf zC^8k#iFySwEl zUb^%zzkBlk`0{setO>vXcR+~017z58+&|pw0Jse9>RI`RzklbwyPLoK`Db5#$`j<1 z(~?G;EsDpvB=WoM(aG?m_m75DnrwS5{NTNG9P1zb&X4}yZ{Oay-D~e2|Ly@|TY z<-8hVOtMTI*MC`TV1(5{oWRHefJcRQ;+KO>vzlfODKq&k%-bl*QbS zV^o7ClyQoL&UtO>Bu>ysyu~4H`|GKo^;Wk{)r2%kv+Id1^=YwN5qAAXT+QSNL=Ye* z$s!bdO2**0rNxuy9(m@u5AKhD=eK_Ey`_jEq8kN%<6G|)vA_POK6(E9{_4Tqz5Tjs zK_;1XTvb#i>1LFREc-Ew%{lbLIBz*89S3Lu#$hs}X2Ddn4h|Gf?ysuGljkADk`Mz- zLtf0P)sW-bV$9i8a(5KvPCwkbA5T~Du&ICM(}xcp9GyGg{ncN3>8LN)@2$V~udgoZ z>X~Oh8tUfk{>lIK?|%8MBOHiC^}k)f5io&xfM58;`M>##FTeb;%T}h<*}Y*s9v^SU zBvs@04ytYsp_oplS?6PQ*votvBAdF?n^4Jr?dI{-jZu+vqJJ)n9kLd7W4tgf7MRZW0;e6P2xi>_(+>S>&^ zmc88>O6ECgQbMa2fq-h~PnLrf3|x&XCH5335SW4oZo7&&0AjmWz4YQ^kDr^}*)0Eu z6mS51v>G>knvqJ;oKnhG2i|T_(_~nS3amyEBOG;iKlDk*zJx&NgaA}+GRl4OOeKSo zfMV`NvpCMngrgiU9=Z42tIz$1|C_(k)&Jx_`_&)bO_={!Aq-%k0GpVjKukKORCyf6 z5(nAYt2AZ=oX@!GeA^KbAYgFV%)X=stMKJ zVuv+fxX_NPDOXr`vl!J^PIBVPpPf!npxb2-%o+U*+L?2N&S~XrrwdKzFCNSYO*Lyq zHcTbgZS531DprU9uBK_oY%Ucw-Hv=K1ELu@syupvNdyhVfYIt26?h!g1u7e9Dk9Pn z&4|WCrcwtVr{X*iV@&24i&*8Ytk-H9vnbJK+F~+=3H-)X1&OD%I8O~TD4K_HFdvag znK4H69vxtg!VFp@Pg`$`n%PuJ%7(1Ws9H=Q6|6f;2}-iMF+fZad>|M#6^97Sw8`L9 zspuH30EeK(xoK0t)Hwm8+T&(YP_mrsAO{`Sp?&u9?je9-U!;)37>$joppc~m0MNJ; zIyIyzMX1PGwU|3bG*ef(l9bek3a_AwQBEy+E^*6XQXkL^je{6wsZ+5GFimMn06?K; z5ko?Drc!*M#mq~w2-4J{6m6J1n1V=_ZXR}9FJc_^pbZxnoo>~qDbJ}ptGGlLPFVO zoqQD*2m3{`jFCZ5K;oGv}G zc=ZcU{Nm4k;`GkRTR(b$*_s8OjmzC94nA^j#(Vy~8|&}AcK^Y~il`D~urUG|6a@wF zG43`%8RiXC0g8u>;H~>s0PVvjtRa}eHc_FreE~C5MMPv)147vbMYdFX1b{yt2Y36sEpozS4|2V{R=fca^8`t37Ucr;wtRdDqyRjAmM}K)$NTP50FH*#ySuM zDc6qEwc|4Y#4V=?ww8PHo>a>lw@<$E`mO)bU;fh5moLxev%UQV5F*>c@AyFLqb2wf zs%EJm18Ye;7wWJHr}z3WtA#NMjDs*GDFz0r>TAcIeT_Mpi0mA83aG5UVrK8_+BuLS zp`}n)(^yglDAv@j+C^igwZx22RR_CQj?Vnw{?GsZdpFkwE5i(gDty%2Z~Xo{ko2$q z+$Y-L$>*}N&1$PTp^{3@AY%Op(tI|&q49z)HLFWdM4KmQBopMSo@{_p<7U;f6Amyvyz{NLt^RX_srzZdZcYCyRp&^t=TK|q+FnmJ7-tj)|DC=s=; zKD#?2p(dO9Tz6bGF7`P&uImZ`hcTKm1qn0sR;e;o%!PE&vhaIX9-B+^)T4*L|H0XR zPx1B;p-ht&Lw3XTQs@tJr zpqLaVLz5bLD=8_)N2kjh@7})r%#({pcmLX7_}sUCaP@cI?biZ-Sc!jlGlwCYSX0rZ zgO>f4tkX1|%Z2NJfXI~#6~;++XU+Z&`N~<5m@`176pX2uxloY@GYWM;HuMl$zZph$ z6`&*1?6MZ@>Iz9ZHe^ynRL6{MmtEzCUb_~VaTqosxcOd%CYxRx2X#jT48U<1LxnFq zG86E#F2o^{C*s=GKBepqJb8|z>!{Sd@ zj2+D8LATm51yLc!45l6uq6#?2TTa=gNLFBUsSq$kMLCHGpFmi^ReD z!Ri{lqmqgW*@W!$p>dCufTqcm%?DghlCxDULV=VF(Q?5}Z&L&<*qX7k6rnPfVj}7o zEt{HohXgnkAp%syq>4lg5Zo~6kjt3SOk2<0EDU{m^VZ4zetLA??k_y5RZOWMA{hZ7 zJ(Mou&YFp>FcdSAL!A4Wg zzIX`cF{|pL4rm61lB6h_a^ z>^TpyZNbkQ6VoX|jSbH=O@`_l@<_l`hv+NL{pjkl^H>c&m{EP0B*m&}DNqBNk56a& zkD}p=btp=!)j+6f=4xu^`K8O373`Ilo-vjorGB~2Q`8~W70u5dgt{{UC<5SSJ3F&~ zcQF;=fQmBqlTHvi)RbHWkaMU?s9}9~eRAvg*1euvTH4no!%cWUg)|@&9}aF^Y^}bt={*SF79%m z(`A42Ru9eUk41G#amTN!!0Fj*OR!Wrt zy>WAPHna{&?fEA!edH5Q{U`tEYd^TY1aKd!%Z)3V@6_X%VqX9Nc$+u@hN1wM9zT5g z>C5B#-XgTFJ1~z9$2{e|{drSA>B!G_-15O0au{EI?RxO-Y6<>rEO{?x(z& zG7=0K9lC3`ZhYsBZ($r?_~^4rlp_WvM2p!n0wHqE;@oPCvzhBhn}!UCM<fdgC~XQmDy5X(j4*T|7C*+^R(0R!1f^-H-&n~M2owa^H(fif#*Bb~8V$T__PR@t zTtc_=pZtSg`K|BWFsfA&fNouO8Q@6yH(z`I$;bEqt(UJH9j#N8&=3%qCuDc?&MFr{ z)4&MEn`MlnHG9(DoIY4xJq8o`^mDrh zhhg$?YUz!W2iKNa5RJUByLlG>i+}pYbLZ=wD(Gb0%zol?FaG>5{`_Mfd%`6B&X>RS zcYgUB1Ndn9k50aAzjVZ=^3vn(|MI{5cV79(ew;RUZ%?O3GK`QQ4aTuh(Hc zM}n+IP>Odoqzq8BsD;3(7-S^o5!AcNVg2U!ufOx&24O31)<68i4{Htrv&RnF^WAJ% zrN=KEe*WWl?Oy7o6a*~_Xk;+2npd8^v_B)WY5#n^m~~}JrA(5b^l2p;Y6qZwp8;q% zEA5P3MRgzv+U<44v};^J&7w``Vk%si8vw$Fn_(T1fY|3@8l*h))T{oHr{e9C#ykGQ zlkoqJ%fNtup$q=P-n=R!0(TD3k*F|8>%i~(`P{_{YV4YM-47fZ-&w2ZhD|)U&<;~v zp5%7HA~vj3wX+ppqH~x=)j~)#m3-^ggOhtF?Zw4oPd@UcPd)p?Ti+l0Kf?HZ=of*u zcIb66ud5c1kJeq+rdV=LOl)YOA|cR%3_NQwtA;?ETqv}gbq;GEeO_hBuKfSA*}k?)P#h?x{wDjDA|H9NK9x%D27O8yajNJLn^WGvDf^Px{ z6EdQAfKo_pR7ySr?~2gQVkVYjPCMr>KsNJe1rovjM?Kdh823k| zhA0pglQE;JXSF^S8ZqU~(WEf$Uz~sRx##}e7mxQIYwE7r*U?!y>{(vy)IVU2k)M(hPcjg>@E1}!Da~oH)rLfkE;Zyr-)YS+AdxWI_6yJ z_inCy4b+99Z*t7%58>J8_U_)2_m8HVzxCSD>Byl2O6*M{05A~-=Mv-(AJY%TN?XDC zX+OPp_0GK3MO`D9FZTGk#bXCEP*c;K6sa`l=D;WmK@874;azZPnAr1}X_{m{_Xyl{ zV8u`g`C&@L1k6kY3=1S+00m`75{qL{15p4M44epN;FK&EUH5q^rDz#4Dfsm;oV&R2 zLF4*{sI!Dtc@;AP6UoIQ~-2rLdw8k#6E+G)9S zdquYSX+aN{<7aP#!RxW2s- z3(gTMn5%q=yiRcYw5%~c{^q9GBY_VbBs!bGk{}>j1qLu!Q4sH(k~dFdN{FgN zS=E3%xiP_B6PkGi9YvJ;!;}ET^iPyN+XE~D`MFO$`P`$sW1fETCm;DUpKtoLOmQ;M zG)`(ofx*?Y#SS4jHd8?^>ab)V$JidUDHh-@T^t=zTYF<0HwipW5ggL6iABtS!EqlG zg7XanSQ%+O72i3}bv&EyuO7Vm)1Q6h)t3R&W<8C=e;?=gVf|ZyOh5U;$1d(RCwHZC zuBgjW7^qC>fDAw~fXHI*M5n!uRV2(@&eYCb%jpi^oj~go`Q;Jqq20&)cIrB;-QQHt9Wh79jDi;9?5_!m| z;uruCjT>J;wz;z+nhKhb0AvH1qyQ>lHc-JWbE+tif%C2u6fx7%_t_K+ND)oxA+?Ht zOkhaG4`_z$uuNGLotL_H?3e=3pYh73UfhZMNWX05$WSOTDf`YUX4hJ5Ec=^MxP# z9Fr~f>TyVQTMcUs4I5z=P=!aZkIL-53gisFIP`S{*&|2Pio>+htqlZ2C= zf1+z<&FUB~JboA!-Sw+WkIv6L*3Eo(kq6~EM8K_^K{6l`IcJ126snMclAvq6h5!PV zJQ$FfYSsdf$U7q>ohEclq@X$VlVj!9>68^%C1WNcts8;_02zwJ zqxIWwzP(zV%@_O6zw#0CofzhK$Sxb^UuJ3c4w5scZ zm?!1zkj)Hu=1na{3T>^XBs>lSA*+#yD7%t9KC}ASD}LdG-AA?zF#er&sD>jOQ=!+`e^$1D|{BBh=J) z-#;61S`T`5l3YL?CWMNDFzOdfJmG$FA8 zLhg$p0&^J>#zZLIvI4X%0>oT6FBKUz8GuqiDG)~`2ItAdN)qP?#E=vash|i{wbMN5 z))K|c0L&I<>KG7|ovEVH9D_3=^ttZ`*CMeS`s@RPvvE_3YP(zYSgDrX-O#z+G?l}H zc~x^U9oD(7eMwoS;tp6%K!`88P?PJpowehtfY)}nM({w=)|4ful61rhRgz6fqnL~U zTwL&7HNSH@{Da^8>T&?Zhtz8WFtUe6S4-LGy_5KB-}@lJJJ16$~ zwf^3kMkv#3_fH>;njo|q1)7?ml&)15?&m=ilK~XG=qRN%Sc@=6%^u~L4ub*w{I`-eLehlgSOg{C@ zMbODq)6`2@=3byAb{3=np#f`&rH`eUZ+uP~r$THh%48|a&`a=49@A8itds(Z(;%CM zryhMDnP7RUroz7D0^TJ8!)W9RkmJ7Ac(Pm_zwpVAzw)QP1T4eN```KQTkqdG`u~?f zeOSHKP~ubP_^*HNqy5<(^Xv+($1zmoJ#04O1IJQQUz$2hsl+Mo?$1`6p$%0LX=hEp zj#T+jS&C8=IaI?K>&_ccDaa0-2UR1+nBl!2-@5q3qtASN=aEOwUEc4$cXJ{n-A-J< zR?rJtAjMd;)V@t(C#%7zEm2jF2~Y2jzVSuH5mu}!kfNv>c~i2I0U6cHl&wsV#gdXm zKtdlBCS(WR^QN~(41}#nOO$dZq+ApbA(``rOnE4-0z@~h^K8LHzTZT4w22C$;5aAk zd#!8AQJ`35W(wYMi4p>PPiN~?c~rBMA)B?{iqe=23@BilO4T57m2=_X#$+2UW3(`l zDw<006tf@!5`p0`W>+~Bkd)X3L`+$Yahys@sbt6-Fca^$$Qi3z7FCb9H+P~4AjM>h z7x%SeDs{kI)DgI>m504~ReRoTf@XCLRlpL3$(;8?p9rj)HRF(>3a$cnGyO3X|M!4Vob2Z-pH zK>^J?BPDZK5Rm~?N~q8>NGiUGp3gR3VQKkrLss?093;>60rsf?_Nd(Y&%?Wb>bwp-F z01AO9OJM?HEGe3qC{zv!6p96pQWOY-hnxfu>I%ukfS3S`s){S86{}7>Z}G~x%eQp# z8?Rj>E1!LK7uUzzJL4Jr_K@}4Uw@4`28Ofsm`2*1#T&=kx@vh`E?nnJmlx9+Pg7Z( z>jbLPwlXnaRXLX}+%}Cu4q{P8Lrl)bDWX^`F%?-Onrjv~`#0XddhObcyFdQ%^}Bc1X_O4| z(#J2n^!zhl`qQ7k`1I4zbjSoL0~#bHFkm7=Y6%2j8XXetx)0uX@7I6j_uu%zdwm== z>r*cre)PrXe)DAGVlUJ!Z_Y-?-q7vsb!z3>ZJKq#x1qh@Yd8DR z58k&DW_$CJ?ew^$$=VA$RYk*TzIAsTH23!<>{e81D$VVCX9Z|BTipC$x&O%SW*KhZ zhWne7n>X*g^ynEH4{MRNVg(zAT=z-Nmg^1iy?s{QUL+g0%)M7#9plAu{dIIC}^cv zs2EX;0(l%$iV++lRVGCxffg(xOdzVxq2vVClOq9O?@H3TaVZx72N@)l63y4lzHyoW zVLC04t#({_A|e*6TF0Km1#wh&E~Ti^W(TvRs$>-f<=l4dG?s$7Vv18ClN#&ISVW5> zZ-~L;X3VO*zcWJ!zw$4B_l>t77&_a|*Bg9jg;g*E0z=rO>R-Nbf5;gvy?bk1_EgPW zxK}^>=+0{&3_F#~$({VIw2e-?~ zalHRvFm~t9*?OQF;No60Bi&uVK|9}V86;l0JcrHX8k{`V_0H+aJ^#!{rev{{D~rW< zzW(+9@}K;RNg+xW1hYTrVs4LQ^^tS@fB0K}^M&WGT)%rW=UKgIW{0(J0y;F^61E$Y*k*WfIy(Cxo)XUsaWv<`<`cWS2BI;^_%@4rX>HwMJD<4FFpS3 zWAl4A--!j!R`F~(#L0>wIUFOX8nYpBUAy4C8V~^@nVE<(+Y~_(G?gg;Aps#obq>{# zGv{O$OvSPgl5s{*5i1otRhaKJSnBCyINCh;OKlp*Y4VMri2p^4`Vs3xeZ6R!~0d zqZVNh@7{Uu_|02qLvhKVt>}phZRag3mQk3Y+pQTbYw^J~h#91a)Sih^)SwsvG5|`+ zLga}+*bvPLz!)VNq-jF1lL^%n4RaJg2oqE;AK2f!RHWdhCJPPK^|M?=;q7JQn9#2!u5Gdcz` zZ7ZLmgv#Yy93vS*G)48SI*4WIDy{;eGbD%xL)N-+y!FrkHG#meZUO>owr<{~sSu(Z z&PB~kT;Oq&m;e;(iiym?eBjBVubgNOfl@9d7gNY!GNpdR5))@+#A2{L6a=t3L6)4N z3CC$DW(3|;tgDC++bTdY2&4*e6vdL1mYXbuo0wyUq}q=f2Dk1Dc{W7^=sE(y8k7l5 zKTOpDxeq7UoMQlb_@)ym0TZPx%v51uW)t8W0&I zFeO!m3}ocNnyp67w5mUJvVwvbkvWelwx!ADVjRfSN&x^!ChC!ia#jUnhhRozW(6D= zsF+5j3?(oCu%K2RC7XeghYY}uauE)sD#;tM8A6{`JY`d6a1L{ZY{e4-LKMx#qDao> z7?6;}DgYDnj#7c5s9-}>B2YC`Feor6p;nGGGMvhH?~mWPIh>qifXTUdxx%vT+Sg8W zWEA%+U%sBRnQ1iVNxOMdfNLw~_bWKHF^%l&JPPdyl!Qb?6i)~5%^aq6mZF6NAF!deQ*LC@9*Y8ci*Nct_Fg$d&drKh&^^~v)J+TwwpDwvRik~*!lS)tWGyFjn3P< zKfayg>8-n)yB{1MT&z?mR2(HL;=#Ftw5l&%nqRnbI4#3e`Ps!#9jq`hl6MOGR*PeTM@9|6B z-vY zim~#m;{hc5V4HOW0bom`5P@TyrpZ;TqD+bmC5d;6Wc@lxE}`|)ptIe&T{P=efBob{ zws7n}QT-qQz)pZa^U3FRS`W*Z71#HAc8EpNq)=g+*a}gDNQP82M>Ix8H7$hzRVbr| znyn%=t+tc&p+Q#x6W0wO5IZi(1Ymmp ze)zq2zWlY&ZWzHTz>hdli_%yz(J{mh2jbY(iAGPKuRL=ZlI-*Q?a+&+=62n$e-C z9S=j(aGZ*oG@YON5~DirhA9Px;PLpR&&k@(k7FVQ-@5gtl#ES91h7#+;*vELb%As& zF{h@f*Xx`VaBBwIK+NC>Wq?w|S0sX_5Il`ZV@4&5#fFT4g#jye9JsE6W>YN5qYJLz6z{pNF=yBYJ4^r>5HV*pPiWn5&^r1wfVAg9?F}uelUu zMn;nY21w3;sAK?BRgfZ7Q5H*JzH)1U9R}K~cbPBLZ64PE=G(B|Bn0vS+z+phUTbmz z2z-Z-WW7R~%3{CFz`9y0?{{i@wXOH|X7&C72_#l_Xrz*-stMq*e=tc&p{lBu*J;R6 z)r1^V#f`6GKY8!Rz8K)FL7ie6V%E~M)i9Q`TX$XUue|g)s_Ak7$?MG^S#rq_?hdD` zaY$voNw-dxKYsV*&I9NtKn5mn9+lJON1D(6)Tf@f@Wg`$$3OVtn_v0n-#3u1bB|ou zd*$iJf8m!td+w1vR98|&K^j!C2~AaO{ICA;Z-4U#@2*GANR|P;*@hYQ$3MRQ!m}^z zTt0^c-umHqIhz4?%&j?x0G5wd%lpTpO{j4cy>q9(`#^5o&HIPdPUGiudh+QxX}dZS zSBJJWDSC0YVXj=d|MU85uV;zmx3?6 z^4L=!d2H49!?1kh$qR9a*WbRimOP&?cJ|zZ2RY2#5M!2`z4`9qf(L|?yPLSqo&ym~XN64m&Q(c@s0TI4 z$XKc5of$0J@QEkeKlAAe>$6l;lL9bCvHN#>3T}!*&8*}=RxVzeqm{Zfod|*irZGV& zTjQbk6}Xye0u?D@qPWC=PTsE5?N9vR$?k+L3BW{Ii1>B z#m2x{6-1q5?eLjgALIQIq6oX2UDEZbHFs}`3uMH2-e97i<; z7Yq%w7`=qf(U8 zcAT`=db7CLxHzUH55pz&M-P$^06>^kpW2y!;=;_@^y<%CtZEq6di8^oc4t;{xNzB} zILsH#((LO$SpS2sd~iC-V^`+S9<-l-;c!uN>8H7~z4M*-UQkkNkM4!VIbV0!uQL<} zph+|<6XC&pHcs*6tbk>uuY_7^`{UkGE4VE(s$=XZbO8*fY)l5MGBxE+Kv zAOM^-@bCY%KlP`6@|6e2N292TQ`Ak2D2OGiYKkS742)=Mri#Wy#)<*B0?G!e1XfZi zv7~7tEM!pnY2H2k`}C0Qsd)J^B+*?G39Nt#iue&eh#6 zuh(fkWUBc1sEnIbSI$&-8V6u8MN~=|G|FrazD7yKKmy?uHw*-33aso!22J2yMMa7M zdn_us5HjZEOQFC9P{Kx;3pMRuUzxDn*C#TuDs;;Q+LN%&)ytBjWr4C*ebGNtSPkn3`;ofl` z8rj(d+>1jf}So5Q}hqUr;f7}oV_ zm^f5K<~o*nb^CZU;HNJx&ebkhu06!bzzPTwlNL!a1NnXv#UN!kzL$tG=IkarIh(4^ zk5eY*oKk2)nv5M(*_>fpW6p|-$pK~sz@l_^HkzP;Y0RJmK&z62=P5#wZi~?3v*>hB7GsmD{Ow=}x0K{OY0wUkmGf)7?V%Y%d&NHbCk7$_^740;rL(Whsb`Rgn<{P_agH%*ccmtq>|8A`~Si z0kxRB)}>es$pl19O`Nf*)eilZLIVJX&ak0^%rWL7xvKqyVp0%k8{pl3+Dj1=8b>2g zGBPCqlZd%MDFqP}QHq$NB2xwfo1zh>CV(LoH4_>_xP((5`(ZWPqt$wlaeZ*1ZK~O8Ke%=M>V1^)sb?QS(P?>hbZ=!=R%3qu z>hkLCvun4scJV5XA_7)FJ&Sl+vOvOe2D z->;7E%h`jrnj91;sXy6RDy#dwE2&-7+1rTu`i=hTyC=(-uU^gfZ`T>{%Hu8Ry1#Q) zYiW0aTO5e*zW>9`)!WP6b2EpyVH?lZx{{Z__|eNBdAZ)-d*{3Fr6FIKd)RS)&#}q+ zUhXc=+XG6I?XMffJ$k{*XhT1Bdo$-SPLjp53qAm%ERP1~t*Tn8_2~LhQ|(>(g)e#6 z_!futrev%ZbFOGyVbg?S()UBsp4O$R>?8B^zxb&OuAA)~G|(51(pCWAL0qWKc^i9l!8I+VN!dePHOuwX?o>5s z>A7ym5Wsk6$GH&JW4`xbI$o70E_N3WF7>CI#VnlMzW4Y4t6w`gGXeRqb87Zs{p3;p zys% zDbd$FoTPp=o_q0PHzSzx8$Y=5;1rAqRsOIUxqV@tqx_Z6ezc?eQc0Or0=ep(g1DY9 zo)3abLa^VIl9^zdQZD96qlv0-TXqaKl{h3&<9X#7h>h5b;5boJS7R<`D-Dnpo#adb z#u0N#7Dv^w*}+#o{o?2U^v}U#hwD2xzWt3ifB)NWf9pp#Uw`+({a&YkWBwEY%mD__ z{?#Y^|M9Q<+=7<(?%g` z*S~rFWP6Ya1Zb9+rZ=vgTse2|XY|=uuUwqFX}v!6U`_2eLk^z0{dRR0yPZ%qygZ(o z3V63!pT)&aD6T+mN(1X)Fx`)yJ<|#E{1^PkY@`rmXWCx4wY1a*Jsm{7lWY< z>v-uxH>o@|YsfnW1Dk+pxhYIA7KuGp4M9;PUiOmBx{jx8%R#$^i{{cwGUB=~>%m-w zoGB;2_2CO$IIkAI>#wu zVFlu8ERMDElt(G3?A&x#e8s_G9@Ge_a?>cq$k16fVj;wmP0SHNk`hk=35n&#Dj&zO za`NKEwu;kwioOcoYfQqxZRL_!8ZBjY1W5rEL-4EhQj$C`Ph_C7mI3r+Q0rgH^Z!> zruxe7{osdhU%Pf=2~-116cZ%?BeIlnJ?P2uWL(a4d9T*Zbh>)$wL9Y~0vJ$HGiqr0 z-tzdiAn5MGz5Lwn#Vhsw2l&gscI&;n{`N_{bA5dF;{26Q?Db~<^y_!O_Qs8yr!Xp1 z-MH_n`nT^aI``a@7p{G+zyHtv)yeAQ?ETw+`g2b__1tI1p$~H^31pZ|eL91z;DC_G zayHb(ZY4Q_v11^XQ017^GtFBrRtS>}sjWiOIG_^q>H1X3%o)W|sN`XjMa@7dyF8lr zDj+fy@3Hb^WI6IQq-Mb}Wy@ICgq$2=XpBfzK!Lrd(7M<|n#8tVFcR!BPm!F@Qz6bA zASZ2os9TQ=(>igBK;|f@1MhK+sp)*xQBD>&X_`v6Q+2+IQw)t6K^jp=9CMDToB3_| zu7IJggCngrLJ8SIMm*Cj?oV&bJtZNP+&pZZD%RQy`35{ zD6-pa%34nE9JhN^)s+iwbF#_3hK8%TPkk{F@R*0<0*&Lyj^mKCm08yf>j_!wE?C*F z><}s%heF=sdNcqZz}0Mp&b9gSZZ{^ocws?#Ov6BReC(6wf9Z+Cqs@5dw7<9RPh+}$ z6qg$nKyU<>T_8a8;J$Nvdi_p1eE&3{fAm7VKXaI6G2>k|EwDO?7(mAQkxNzZ+0}~d z(Y*I;&Z^eODT_d;4bh5hDG6m571*tN2@W~nddNesSwtN=qL@*w+MUsh&wuRr)?ku% zAKm%&fA*W-`@x+EK1wkF0yHo(Q1pQM+2=0&+0VTA!3XagugYd^Q6b4R^u@CJCdMMM zS19JH%uJw6Oez`}yICLrkLZ!A+Rr-YhzP;@DNO>2o_u`&g%=)c8ikmD@B8mXgYEqF zAJQ%W02s9V;;WZG_2m5M{<{xWaQ(*6c9@DXW4}rqkUgP!HO)ms3u6rZpuWnv(0U?_ z>X4fNAvk8dxmGqbhAE~{W6a{&Dn_Cjg`_}9R#e8-6r7wpoW1zUOP~DdPtKmW0-NED zZ+!2!fA@{=yng+MS07w^Fs%{@{F^kf+v<%1=N2<#jen6UEQZ1>>YBfs_ScmALM;s+-Q%y}>Y08=o60#pp%da$|k+uytT^yQy@ z>9NB_gOaip@5mIUSQPoRFD}NjWvLr%YMj)iO_6Mx!J*8YOX$cn7fi-m(6<;*C54L2 z)C>U3hsvnTce-g3Ky^)hw3^7dSTdrmhmzHj_*`sv&Ik^@0a-?1A^`yoSqqWwwEiJ; zlXZW_>mgaeV!~(uAi_CG@H7b(G!;=4Dc}$>*%)!0a>E!0a1Ib)>}?ox(^XRP{(fbM zW671X+EY98DM%Jv7pa5o)!xKX5rcG+k>CH(?f>$(U!MS$ z5f&|7I&3b_W{=J5iwCViMs{R2#GI1k0zL3JXq?PInwgEGrObd**D#I7o_Ia>qk4xx z7>gmgbP~x~a4wxq%q}=?))5&to1&t1gE1*1gn(9z2;^+c8JNWdmm-L2J!zcOdunrB z_oWo8yoNx>rxP(qCSyZ}vp!CxbhU#h`*U|NXHnrmF^jM(q6r|Wp&=()P9`Qr)e+1a z1jEb_la^##6MWlIR@)?94mPh)DNHbe4?~hbN=!vzITd2?#6`t7G$n}1S}g1-1IC!a zyS&x3GfoD@EP9>{ADk5fzPRh7@coq?E#tWb@3nq2N}!NaLLgEk#tAr$Ma*)N8d1dr z$YL?IqK1GjSFV~K zBf+Zs*sD)JI>!A)eSFrx{q}?T4qm*n_>HfA@Xha>p5@v+gc<<|yi|ce0THyI>+DLq z`0U3&{n`(H@Y-9~J-}>MBW`B^6%eiHST@gGIhY+(H}2fLd}05+TUY<#FMsXLH;)RN zYy9owJWOE7MuoO;G!O$sK^XFbfLoj76g$Z z*_BgmTloB|i&wt*1lD|GbNss>Oz+&ylgRnq=IK-W%B}l@#2;OYcb1sgsRUjZ*(oi0 zw>bRmJMrFkez4q3ms|J`{>sZAKVQZB$IIn|{lmGWuv-TTPJVA~b@>*tdj2m%8&B8(2&Wb^vzy}GAAM%7-w27e@w_YbSBo)j(5`$(L zhk`%^q=Cw$eNN6(?4jFfV$^9Z23Ar&IP9o~^+`|c(g00Oqi)4lpyJ|20V!vlb=77y zI;^YO4dcMhP~_}x1hHoB0BoGBX?@+%xRPm;YiH9q^{Y7F@uS4e-7?>+CCO%$56{n6 z%ai$GXQ{+-Qkk$+CH5&o>L&ywbdtqXC8hbIEr@1icF>iWtZ_R4lt630=XTE?^Z|8e zuj$vlZ#YdQMGdYhEIH=3=3<5>6{4D6SnwkU6_E4ZQbcL$P;t)rN}HONo!dt{N5QRE zvN|h9Ahn6wYQU2T&n7q-;NCIXsJS2r z#<7$dx3uVCf|9hJg9tKa?Z>8K)ri1rXQhz1VOKXKmv>`y&e*4J-7I9c{i5=Tmm0wWpLfWx+-0kX-eH9tfOsCb++$G%IRsD?|Id7b}GYY zu2xYTMHvXxx|VZR@64pBJ*bKhk!i`yNfbtr=uxoPyz=u!d*$iF7eDdQkG%A3`{W^% z@!AjH|LRx2|J853`-7_|w@!zX&BM0opY&90VZzn`6wu*seD1>E`h_pty>;W(z2ijH zYB^$)hQ2V;d=X4-I~wWOO3|6H7BjLEAygnrkQ9Kcg3Ap!cB0Y%$813jk(p`C*#`o# zl8v~y)~Pa~GO2I)($mjDGn1o}VO`jO=wXgzn_*x?2F;fH9PVV@T}_3it^?m;yQsK79~;Gn9){mtk+H4Q9R>O&Yuvji!*s`bZx1m{a)nbP5b zBgC^Y0}FW9FY{uDW}Q1ZmE7yWVI@+|@4ItzesC;g&@E_6Wwpumj7!#%WIiJX3=Unx z!5JA%PLUbCF#((Kh})SR2wjVn`x#mqT}Al;5HQIAeyS%k&RanLjs@9Jq( zKx^g!$r)nPxIzV}GNTIzyE)YV=v!~xiU5d!bQ104djDhYpFcnUQ|F(2bkRDBq&BX} z*A^#Lw!xLrLEBWbJvckgn>Ex62WUM3BIS~Ix{BG7XxDI#8XdL`g5Ys700{w8E{sk} zF=7Mq-W*__%&-LJDVwR1x78ryB)-8R@i>&ag9pnJC)QjJ5B*7>mxETdWpT%+DU(Dc zO}b~&5;ujHqmcz&7xE;JZq3aN{X^SZ`DD? zd@{;vgSp{$+lAxQp^FdnW{(%b8jh2 ziOvgJArNGw636uh0sOp1c5yv5_5Qh!Kgz7Y<)fb#DG~GV)_308Jt*ytyMFh^R4iM} zMmvj++OS>;f>Wh5X4FKSKl6#FKKIGb{KH@U*Kfajx2Xd$fvRoiHI&U1OuhFvJ~%o( zzWeG=fBtKK@3(&a%U|QB`Qp#M0ES=v*43CYAS*#pRRMHJU<8N`1#DB`$9K+t?YG}3 zXY1?lKRDXtAK$Xm5!Qm@ITa&fB12$|?uWm-{_@+eTS<40WR)N>NL@cz%j+k{HJSks zf_H9KQ|0@oF2a?IRk85;?UNffkbph8Pknse59~ojons^ujlS_%Y;UhI5-GXv z8g_124r*Wu1O^D?$&msfvWR7;=nx?IX)NqqjK%tFCQYcS#udv+RK}7fYZi_iWP~_r zP%L82eii$o*^y%@Y7VN3V=Tz#JFXD8^2_59dN*z)r8wUSRpW~mN*ZbgQ8P8vsy0A~ zLw4RNTho$_f|XSr0IFopYQY0*@m?}m5lB&r&@`o7oMv?_IlRKK~tXhYJ;~?yu+qc0RVxKiHH%}S!1A~t(PmDj@CACKFj~|Uw`k7w^s$6V#J52u&rZF z532GvKmXiEccUF2KLYjRJ7zL8HL~V$l&15{E{mwJWG!GmaE@Cc43Y;h)ned{5XjY= zb${WhCtvu&XM7WOu5@5Lef{0tK+F5b|Iy$1jay5|2nM>%djJ9`u#tfL;;WCm`1sD- z?_a-lKTm)_iVmwC$6iI12>??R&bY04v`^NLIXD7V^ekqvFPL4)AOL0Dq?$#LjR=Zm zJiiwnfAW#Not?)Yy*zIg7alp7pP##nhfr6r?r;A1+Q0hBH-GQj?|lEAyVsA#(@~=Q zngI7z>!W-mUx8bs>(TW=-en z6;FdSt;MyP``NlXL+o{a!27pj_qbGAvP*7H{${lZUw z?$VVjz{;H2TQMlGU3vfk%!~=Wr!2bar(uFPNkK7#0<_7P`jnGGwrU2Vs2SrRc|vy9 zwbr#k0n#*7Ow>H`>%VvN*S`P$!J{+YIY`GRYTKX$J|qVJ!DRx5W9ILCaGY{}>D<9y zM=AH_dDFvcGa3SIzz2}*>lgr|V_YrGO$881O|;A+jJ=ztbPBHDl&!-#!1IpSV*Q`9s_0Gc(Pv^aD=_>>d`+BqR}irRKfN`|2^!BC?Mv;X(6e)HN15V5KN z3J3sD5&Ges_3-t#zWBnUpLlAoZhK2YNj#Y|Dd0r3&3{k zgUx*AHtS(AZ-aNkI(1#0Q}#8RVVXp(lnrE<+H;PXHp@QLtYR`41@r;qAehKGTMoId zX|eBfwBSi=&69JD*QI!mfMM*VsuTl2K`l^qZkTeVZi*%mEUE^eNj2ISlNto)!VU|S zah(=BjSnu4C8o);^wCE3~OxY(;DnN3r@>!#j7F-e(5oi9)XY*UDAbv8Kk zrIh3QCxK{_(vg+JiwiAfESa5m0Ts1hrn;jn#a1~-L8Il-7#y;v<=x^4k#s6j*VX#Y zfDZFeBw4rTfNUrSudHi)?_7>ZpN!4C9tZoX;fy1 zT$o@!^CDV|LR0nYLMC;K!>0Jk8JQvZmc7?FY8xCl?Rz;rv$}ByyYtPM>(Ch6=~RMu zXbJP^f%ko2q{EKLCn1**QqI^I5vy@diDzi0Ah5fr3W!To?bg#I&YSZnm6>8rTDRl~ zOR~0cVgO*ya~cw&G5cvXH8Vf+1g*C`5zy7^w{9J$_1FRyP*BB(4tYo~KHmJV|Lu>y ze1R%m`@JTOz&O>Fp_Gyf?1Yp>QK$+1siAU)}lUo4@|c-!86v^|klE@@C(YR})E*AO5jno-(_eb^N;}@azlqOY z+JlD2b*Xk72Y@MFs>wU74_T!iH{wIVKqrS9$FkV3s#z72^y@59=ezYZLcLeVF{|_U z?yd64uz!Ab<*CO%{`^yyUwsmCfDJ$?Q`*El+<)iC@4R{YTi<=>Yv20u2Y1(ZS9z5* zn*GUc=^rcK0;mEEKmXF~fBP4{bXcX^_uqW%uzuq5#i>u#+!2#0P~hQo%A!KlwBhcp zjSFrz^C_2pC`}W_ArVsDR-1loXHCg@8gtuKMRV2psTUAI(7IwrOn~H3!D&`j!OQfq zFMRgNXI|;{>!VvY($#xqwYq!jc-svGc-TTUAm^}lh+>Pjn$K`tX|-@!(liJ%u2*rk zsHaUjxKyR7pwa|dDp5douJn>q+O6{A=brrX+xLF?dpAaai;KNS59UAq;8;HlVE>WQ z?ZbvR8i4f)-np~6)HE+Xf5{hY=gsNaIQ3OGuQ&bJEW*iAoJI?w0%!j}zWy}kx^zts zgYMxO)>?abhi|I!)Twjo41I=fx7}@b+ew@@fyA-wj0T~YAyQE*4|s% zT1$I9>w2#H8U`X}n&4VR)y0^4o=0(@>lLAZJDh;!h?^Y* zr1gYiy5FT!<+a&{^7ZW!Py_pRNaOQ)*rWkNy;=Khe>{{<959Rryt=XNEJSMM(yGU4DHr?g{A&KWpZn5$GycNwJp*7f{p|7r z{D=|8k8bK;|DBHn!WXuihnLy3G{G3)*|X*Ryz2rTuIoJNeji`GScowX;r4DF22K%9 zS7oz_sy>af-SG35qpbAgvOCTvbnJ#apT^CmXSQJ%#$(lHj~?}h+f&ZrwTGL-_0(s2 z@Y-fsTa0$T!_vk5MXF6M04Zh%d%$j}6!@HiDfF3g=6NpXm&4Vo(~Y${+rFpQ-WcYw zyu5ALY`-T8Fpr`YII&dG#hQBFIt81i6@U~=ZD3;J&{pwvZ50~$Y|xb0qs_*QAp&ftipv>dRN#srCd8ta@w05%fJ>GnkAR)8Q- zJ5)9_ba!{WH&p|;gDbEzIvC=M=cix0yWXDVS1*r$=WqS`_Hy&| z#q{*UPXa(AFax`fuR+KASQ>Q%P>P4emZfbYeB*16-k^5+!<+S0tqZt=8xs0won=S;aQ9rNQ| z&cp+{qb#d7Ckk$c4c8*(tk0&>ttmj)(ON5jZU%QCbvAKxxIa60HutEE zZbY<9T160SovH|Iwp5CfKqLYM6BPHdibv{-G)*O&)t%TmhudnrX!bflV=YH(T z_Q~si?LYk9v@TOk3dx}X)bj}c_|LrgU;Np(-h1LQ&F&1QV1W~=x<~}-TQg#S*o!&@ zHqg}t03kCNPyh}w4+N1ha*Xk#AH4hr{_L~dv=>% zP339?<*4BI(_13|05kxITPpv|-~0JL^-d_qR}U|9F~lEd<5axr$7H+{fGBI{WbXHW`6qY-~EN({kQ-9 z-niBSak+U_jjBx0bmu2oM7b)PA)JDA4YMYYI%Jl@qd zmTpL0A2_9TZVphJm(>^bAOFdp{>ESYOYrjWi~o;*d*kbu-re55y8ZC#s@>;VIyg8w zg8Ai;-g&g^sBX5Ki-(&!`o)tj#!$v3C7kbCYo)aE==IC-?6om74qB zg5T|z-M&8^np)dzqN+%1T?%DIaNTZ)+v_=RVjR-d%ViGq`WxM8lv{-T1>YX=_F8tk zpaJJmg`fp+2hlLK#gSZKoN97Bp8V?0AZQxm^BY^6#pLs%eF`CBAEV6ca$7Jk)o@mEL{j7UWyNyUX91=PmlSx zUi{vtAKkY9h)w%HcDMq6deVRESKmJ)`0+11cx|8B+#X-1y9GX33bPLhQR(jJO&Q6i z+ai^cNvG+w0G1}zRs9kHp_@jz!8$HM8q_uhjC-cK)O0da1MyT!t;nlCKaN^8&eUfq z#R(x2n9|x7CPRoaiGyu7sa9`Q9_A1tw%Qnh0@mAUFz(M%Y0zg6ZV~B0-@mpC+f9oh z9Jonq0cH0f*Vn>_A0J!-sC04e1rjhWjj>}{EvE-h|?y4R`g9^~b=SQSz2 zHn|>aY0LS;ZavC$Gw&{QU3FU9_VG{`T@QtW9iMyZ`t9aodBq_QcD}Ex^h3tTV9lgK zljDmktD18--^a_{gD?2`u#akT_hMXbPrv`W-(F_`Bml$D5@ikWUQW*dreGGrsrv7H ze0=Zo7cag&e)rqQ%`SZYoz1J;!|fdm2_txI-T*`a5r_}~9YFzFvr#M|(Kh7%>`(o~ zdw=?m+Xqjd{_5|(|NhhY>edB770^JNI|3oWy%xs+_BiFx?}7CM4L8Lo9>#bZg!L-8XGdzwbdCz@YWpMVpFY-3>4Dy z>$cX@?cwIlH_vw=>!=1$o6BSd(wg>Ll%9g?7-qrLyYj(?TSl6@4(tM5>Jv+}-f$Zr+~D?MbelFV(F0 z?)lXmcc zg^o$h#6zTEL#3cq98$*{jFFb0yPgAwM{f;;@ak%Lcwr%u`?^2pb<`#n6Q!Ps==y3| zt8`sHoLaxbw$|y?LIUEU57P+GZ&vWA;-^JoY8TruomO>^DK8%$_vg_X%%gDR zrkZ*#D>3W&Ig%x*hCnf~f-H-pag4AOC2}V}9$HA)WnC6biJN$3-~aGm{2%-u|K{(%`1Ga$2RAoBb0;8$`>C@1Cq61a zgKwSy8o>M)zIplI`O81|IG69g|J%|G;#SD#QqgEW8PC2wM``NE`EaN;hWXWTv(MwH z=4DMiQh?J@-EG*$aTG%Dw>(~z&2Feg;Rq>!+}S+2ERq)7>{4KwCS;_TgMq#CwfDa9 zC;lXi^KbpFU-%pU&fos=ufO^HY5UgqpMUFaZ+Z7`mFNO0iACGdjQjimmL9GrF|#cfe&|!yz%4*htu!BGztl%{)pH7kNh_g z01ezv0w=Ti>DAd)hS?rm#jZ>9C=_@%z$S-rEZq>0U>r3B3YF^1C3mq2TGe42Zmugx za|B$?oYX*6Hyw`C;>~?7!w^kO?#g}}%Oa|_-K3>9jVy{tkO^y(O3>#ZMO|%w7S?6$ z`q-s7-j*0bm(w)K&{I`+gG~pub2Xa}F2(x{L?wq%m-hN)=)3Oj)%y6+u-o--pLd9! z7~kqCgs@H}-RB3*wZ9-oDJLCvxGpG5++Q*Rt>d!U#bt`pYepAUB@L4os! zLy>hp)^A?y0m^oZTDxUkcblO$UDmSMb|xA^wM}~I{`Th+)V9_`co<{fy}DULj{HV2 zEAHHO!{u2VZ|ChM1~YIR25iMbCxyXnMTZ=%i7c}=MaOu2wWOY=wW?dFhg)kB*b$3Z zNFJA|&aZBnJcPU)k7191yc}k06Ckx!&H@q9e5?RrKAJb(UZi!Iv=|8;UcMrR5V4h7 zXEE_wnyl3gr<=9g^Wk*+$+y0*0OQ!iP~Eq?VL3JmyxDbqm%u0l;y~&M829Jhc*}@! zINO$4zw`cw?!fG>V0KTQf!jTTGXr!7ROQG=fZzJy`sRqoFuW@M@wZRxu*7x<~QGIKX`ug(aXE1 zuf|2Z+WpV{k(wJmdr5fz4!9#AyD^G`I)WfDIo%U}fr{py`k(lz{Ka>;Hhs15^H-~I zQjej_@4tUL&P`V{y!V|#;PA$qXJ7vDH}-JUGB&ZHi*23Ea2adgCFsF5bOAhBEuh7# z`Z~(~JdpFUT29(^WTK*q=BjR>XuuT4!@Aj~xXsH+Uc9`%I*jN0p%25wStqiVrgyKF zGPnJsZ1=$cj1(nwbiC7A3_+|l&a^upPRCNOxwLhh);HeRZ?~wnwo1pbxrd=AO1ey~ z>jQw-+C=g8cD?YvOe+O5 zE#>R)4qtiaqAl`pyU_)0ZTp^vjw&ca%gmczyBL>6cNby1OVSb#+$t|i+jS0t=jYw_ zypzT1TnRC4v8-NabQJ@W#W!8r>}ekL=V}#PYHeKds z4!6g-77->_C%Rc=8x9WLLM235asw%z$bUozR*>YqA~4n}N`#BXKK5 z+v;cMF(`@!?j$O?K!TE@}_kIt{jDj*RCMykRkWy$XIB-*qF+#OnhFu@# z$^XGW|C99k=IWPz^>6>;AB?m)27Gxno1uZZBO-v`D_#K&2@r_iJ+r_1pZkWMo?jp7 zb|Q>z73!T7Y_6Ij&r4GzGl`1BzEk&FYC@tEi<>r*nWj@^O2YYSF>+Qn=D9UHdvf;P zpZiJJXZYmRzxwlk?LYX<7cUA|zL!({5muA`bli4-Bme;@KmHp1bN|rK{Qci}^ZM$; zA3QzOif++O`ytM=1mJ)eJ6M+@#T^*{=czb^arEO!&i9NB+G14zfKMmofNod?L&&Y_ zIu$3*mzfl#sXC=Th}klG!kDuO2ok>c^)JE~&fte1{PM5<+KbwL={q03cs73jqwxnf zTAkeC9*f>Dt?#}4c%6>dN4frFrT|x6zP=4jWt~jDtrbgy^3m^LNw`c$LZ-4NE7d3>Wj#XFrjKGD@I>|q~oK66o{@_Nw z_bX4&V%qZcSxS#D@C$GDq42iT#}A<{w5(9(`udYpvHOj0Pj|CvnI4{}=oK)OSzk>c z)nl~2!n)vfSxwx5hPI}N#h7MuY36wxfn7Z0R=iIhBS}$5b&PAnuokHZH6`LQ3rb5s z)GTuCtgt~>YN!^GrM4XX&26T0$^)*{|L{@&!HcOv2#jyNG1#~=#z0O)eMTY}58>jn z1FXjjOOdCgatNDkYIR+=K?R!1X5W$F-F4mW`it{m;_k6yU)E;2YK#E7JAqU+Do$)1C?cZSkRhRx zS?Z}HVPaqp5e!Jx5uAVtBqaz#v5bbl)Jdp zW}-1r-*KzJYh!@cEH!Wigy^MerGR+2F0K@r?$l&;LchCR!5tu;ZtGex5FDH+K0lOd*hMDAdA2H|qKtffcd}JDM0G94ajY2YOfvx>x)6|t)+-r2V4Y})q?9%*J25bf~>_iELy?2%XB;(tZ5&jx}!JL z0tuI;q!+P?S%a!@yq(X^`@828ZP*tZZ|4WEZ6KMOT{!Gh?1$Z1 zFQli#6^fwA;l-qtx}iIi@%bwIvthf7tr$=UiEm$30=jr`Mt1(e53X)*XTo3(geb1y z1V7r7+h=`yzTiqIrMirEhokM2O4mGGD1P)y^=|BwEX2_)OW~g?bi;s$7G5*0d zd~kI|zx6zj4;hIA0yZE;b6|J)%$9!N3kq=mka0jq_zYbF0wTeEc@zSG8?}|p{IoRA z7@7Xq7alwaHHP7Mv#t$(_YbZc(0p1J5!~*A#|4Ua(dMa1&01PWP*>CHc^}tlrhw>i9UC-tEnoiJ z_ABscf3`=icc-iIRQoWl`59qc^rO z+IYRj9A8~mbl+Xz%V$%cLkv)7y?QaG!E1rG>ebUy3wApM(c`Q`j(~VtB`==Yh8|4v z^H1h+^0U1bn!ofA-Z_sCF8U|u`!Bt_*Kv{83Xz_!+wO7fwpixEJtHDOrs&NOG;Pk~ z)oqoA8>5dtxeLJWy?goE=VPm70IIA=a5&6MK{dF$Zq+UJCXEutYT~Ind7$~w@&>_8szZQn42|$sLXvC-_!oeNKPp{$Q@7;a){hJeA6}&pG00F?!91z^>Uh__lNMwkC^soGV z-}uJc-HRX2+kVq`9(rtM7t@vr^Xvu{5gS1H#g zyBlS3(tF<;Ah;V+KG9zG4#C5xFA8tq0j3W>K0be0 z`g6LQ<@Ro^*saz3mwtVy6b8f^5sDyiu%-<9?qhg+<37P#?_R!t)4uh|bP!k?C^#{G z2Id?9q#=uNV|rDrFXf{ZJ{omU+IRT&!sKC{c^Bss3?Gf~Ti>}uw$D8t+JW0zA6|Ah z*CGa+o`a$vHFcq_A}z!Wqq~>^D7d!`zmWb)Jw6g&?hP!F$ z`WO<&UA}!j%SvdVlD0YB)nYApr5ICmn@@7SCB2KZ({5_TISK+drae89$aQJsPpo>0N=-SeN12WbvE?C& z4e!5bpFA(09LKp)AiqaxD#Rg^m!R$4b2#7S4{yth$?qRcuI3F<^kOGj%U9nxi>hRJ zcHRfY7z3kkhJa3O)!bq3c{$ZS#}u*6b$79m(g;w=(J2HnHD(SGMO@VbBRDg;xdaX& zphzR^4P5t0O_6|^YE=ZzF_fw)I_=YVa#x81f`&o@3D()raTrhqv^t`7>|IaYhH%I8 zTvN(xsYS6*FjmtAO+Cfn90|eQIEK0!vr`JC0y`jkS;(1+H(g?Fz8mOpXfbe?U>Oyf3=n-8c=k{uqN?`{wCuo=eIh`XVq<6$|@ z7;;por_pnW%x>ze@eLF zj$%e&G4)iIdbbLY6OvAHINatOrrQMo=hMm;n{|~34=+w4`!_C!4A&o=UVHfZ@p!#^ ztg#>zRp~DcZex=`+^ro`5I(5m)Sv2B5*vodk>x3>3pyU7W9u z4b($)GZb|IRCTq_;1+-r0)V(F6CsiVSMzl-M+Y}TM?^wk0^s{`&V3m zfqll$f!}AGTL2pp?Djki+dvym-KQV-Y3sXmdeHI3W%tLPyiF+|OT3!ao8z)doz^N8 zw!>K;q}-go^>n;=I1HV?xGgEOqnc}-wXKkb=tQTRrLB?z#~8FNxYFTO7y=A&2y1n740_Rv}l;7tdVW)Q6b98Tl;Wq&;Ban%B3 z1inTw>8;0!58@v8%Ke>71@z(2%V9gFU>tVOer(+YyFApt2 zYSOPub;hSJ7Rm?|Z?27gSWc@zk=GtlZ{RN;7<$&%@)Vo9og5;YG zP((oJ&O?geD4RV8rey{~IPXzKhfOlUJ_95lx)`Echq-4hsC&u-Hj&LP#3+sNS7R%yU1BWGj*fa9%myy9ZKxeBD_ZHH-uYn zE8M-Tz>s&07^?U*w~(0)2>s$Bt_yAkg~KOc;dg)Iw?2JY=9bj-|2ypa{|DU|K=xFB z{B`;Vf9%bl`}*Uz9`W(+yDukAY3O#W4o#~wXtkJd*rs)seiJAXDyI&SA;#1Xu`TWV zEY#wCk76F!a-!Ht6;(kLO#y2u$bpFnK-T8syKUse^IRx|04T-lB4jx1y3NLbZ&k-< zFOKhjx){S)O%;^jGarH7r{dEadw6{>hnp*_-1QJpw}W-TrRv3wQxD@*E_axFSWa^e z@wEpX1~ud1Nu(4Hw-uvpAO?hoXOz3}{ts(e8z8)XMnCi3_QAeC+}P9O^6YA!ssjTN z#>k3b>V$yc6o3Gl2?NB4n{A8`Dmjy_F?@6@%K}lBZ+^LdwxnPB_VvxH=}Yg@qa1WO zRHi*n>d;qIuGV=D&kk$7#iC~dii)|3*Q#qC-5y{Gc&C-$x9 z$3E!AQTGSWmU#s*qF|`(j^`QPI@dq_wf)=sbg|_O zaNli8)nm`Kc?^gS%T)Ufg#a~nF+o6-oH>g}1VeEMA*cxu-8-2z7(_;grVRiS6Qb7D z9UOzKivX~w5L0t;bW<9~76Q#hfoPgs&9Z{4Arn+wR$59OoUOXLn^UWxZbIHi8d7$( zN82IBkhfgjuWy!VT#+#b20~S9&4PK(5F@pF<+^E~Bas+{!)Q*9-p;p?35aYd<^b-p z>1e+X26i~g@ooX8ev|Izby*xEpO$*J1`$|q>UOiwKsPtz&601PE&UKPW=sL%K`6EA|m1+4I0qh2*Huu)Bzm`Rh*@-{&WMMFMR#SK0MS!=MWeL&URf+6kvi68-fZgEo(ym2?N=Z4-}uslhmX_CPwLgnagAetwktUChjhEoGV(aitV^S;YXlO}srx2!sH%N?AQ5^wHO` zb=z25bLDwHtxIE0&tDwUmRgnNBxjclV9Q9`J&aRh;9(2nq0XaToOjP(F8!9*#ioOA z&HxRLx1x$U0wT59y1*bjPr7q#ntu54+;zU+ck^L<_*S1Dba31Go^EbxxvLkC^3eIS zS2Y1Iqpd2<)x@dsdX(4t3;?X&Z#vv!>}mffuSKt4w6ICT86ntuuzs5am3Oeu?T5el z+o$97r@nN4eR}cTn>LwG0&4^D&+hSn5F-R+Y>-U6?T?ln0ATPZ(f{Pz=YRT(mp}RL*~2XauCHE{G~|BRHZdS* ztEf3BSp|--naZpovAebf0ev~HW!3FI6)W?qW%A%;?rp`u3;^DMqNPNJ7Isd= zV2~r48KUKc=1R$8;@Ye>TP7Tze|q@{?e3b_S*y%Q)ybVcQ|$gIoMjW~Fa69n{=Of7 zb3R;`ia8KvCkHPz1VVQ}X@YL9+5}83YpczqG>VLv{BRINpH8)|<=xNoGL}yt$HQ2T zViX{u|Mu_Q+$nzVy52S@K#^FS-0oX29T4v442bSPOVx(xm7&SbL)`Cfn(spo2oGN0 zo;|ww&2K$#v;N61Kl;!A+0U&nKRn$jcf0H3vf1a5;zu8y`Yv}D_V(j}8jhoHx{bI@ z74y)|OWhc8Vg+mH#|f$fMkGQfUklIG5cE`FZMNI`^P6cYu(@0No|ExdY?I)20uwvA zG$E@HRMq%2N^Qy=g7S-1RNJBIM%d1wn{`r64OCLOYab0}d2NPeXcDA*z zy$yfn>kq&GarxaV`Mu|GlE~3RqICiU`|4X4fAOc^+S%btZ=K(~xQ!S?;&my_L8<}R zX;Q1uWiG2IV~i2Z##uu`Qm7Twl>#kub-=#&d1=}_bkK@Qwbb*x7zd!>bpayCJ)agY zwGKlZkE{(3-JY|w%sgEI}YDB;e+#UJ> z7}>zVWKT!|Lx83jI*_XUfYQhPJ{OUB4JCND!9Z!zFg0l!OSMB;X9(YWS-y8YYh-Wj z;br&UgZ&#lU=>1)flk%bfCH?PQWvBGGIE4k!Nm&0vXUz14yxHWLp9p(GczuW>^8$R zuj`6<^(+7FcBrM+hp%6bOJ&Sm*VR=4ahm7D&2e*fes=NNZpR;e@Au#T!*6}*%kS)8 zKd%ckg$M6Gx%%GA@%r}s!Nyt3t!gWP6k~ewjn9Sta-9@046i*@k<+IyHUrh^q-9N@ zst7>+#Tjn0Rl|lU$1*n)l?I$LGN?fgvFVD*6JXfN;lm&Pi~rKk|J~oa6GTB&Hv@G0 zjPbfJX$HTCQV3>iv!F!pfVInqJ`!1M)sWEsQ zPE)njTWjci`6RDZ2pJ)@0&|^X$kW>{PynMO&Z$ltAvY9>N*ij9Z6Mji~~D(sfMlH zEjmj1=xVwe<7(?zwMilpF$DEZ#t!w}H^Lha($&j4*J`O7#|QvME9&}Wzk!qf*>7C@ z{Xc#A&V&B$<8`T0NY(+~|K9xK<$V5nP87T5?|puAc2;$9hq$gS0k6k74`KTtzdGV+ z1mI2<`TQ4$h|7x~PLIxpho8e`w3nae(`we+^;E`{Ufr%1=w_-0I4%v4)r~Nio0);3 zn8ir77zJq6QbG}r0TBTWhv6P95F@%sjA)9?jsPH#djx|R2-#Z!L^p$OpmjEM@3(-) zty=D|tPmJExHM?1U7W|J8X}cR&~dW^1j5MDT$;tmgpLWN5&|?+b=Yo5fu^bTWCB>h zSHZivd~&7h;@u80z`Ot$wpA~-yxXB0vY&0k?SY_Ue7w!?Js7_FTECB;0%^0M%ejl24QXwG$<@ek zzhx6A@_wMUNC@cQA`qF~z|^)ob^vWogvVp)hkSQe0+AyvMYg-3sWH1MI zJR9=oAM|gZg?2Zh6K%hDis1%`6Kx~05Z4%5f}mhFoNqQ zU=Dfcd4rXV^052blk35nGKv;b9ZT9dwc(9zjpEL z`sVNa;d0k_5_d`wDucZ|uHu;SZ8u?wO#m#U`FIXeC10pHq%qT|GvT#xY<> zPU>qlb*&ZLQN2;(b+sx)Z0=x=%&-=pC&_&*rG*H&%XL+8sp6_+t{k9MFa&7^=t!Uf z#I9hbQAE3e5g?EQL8-tYsI*ow5cC5BQVa+N>*6_KiczX^g3Rs!%PP_+Cq(p=B7wO% z13H1K1wt@NiHsCHkQ>5%pt-q$888AMsH!L$Vu%O;_vhR9sP3xNn#JS+5s^aVwdh== z+uGRpcRyPG;JQAYc^L)3E;sPAU%t3NWVF`Q07cvZYPGaMbS45vooA}8A_HPHZMman zcyreb10@WB%B=HR`y3h}zWTfWy*7yx&PCI1cyP9R@$sv5D*MN~ezQ;9&oloA|NgK3 z!MA_=i(lCM#lQHoa$Ik&M~1jRAM&H&`1H6QYK}9EfzzM6cv#mfN{vAD!v*96bz~q0}3dqn|kUnB=y_lzw*EN zzx*rz)^DGL4ME)1@iRB7e>Ow~@#vP^-}_wp%Da!uLYW=dAHMToIh1Lv;P|=s9;}NW zUQC~R@3q|b@BG*sSD#*g{J|@4EoIDIx7lW7vc@UIew#Vul(K-WQ>|rPODUyw1Djez zj+y3DakY?W8Jn1;flaX$CGcgHv&#t1)VzzaPuwLS2a2wQr`2u_dV8v~$oIefK_BaT zZ(sc6Hy&d3eV_Nc*oyX<1YA}#uR_gg_GWiegQ}Y|zCBbaxK`kV&USkTw^wa*POm*0 z_B%3J=R-{)IH+11_PI_rFVgp*i#hq_gUvc=Z8|rN)HZ#1acIZ80DC}$zqZ+=;SB0T zR`Bvs572eHSdeP9PoIykP7T3cT+cb;<$0XOI;4<$|Mb%v^gIf6`)njHui9|Yp9*`U zWiC59{0sk$|I+{cKlt_k$-n+9s}JB72RM)PbKiXP^-V2$`}C7#UJ?abB!nCdxfu|7 zS(l~x(w5s9SBceC?=`t>-~pJr4g=A{2ecSS;$=JCtUvZP{_KyRKiprirSE@h z`r}_ehwk{vtJ`1swVS&ZSI34vt{SP!39`zMeXjq~Mf%)jzuwK~TiBnI)wmfp&*ws0 zz8UGm585WJKmFD8fY-;5U#q%*cD=?Y{OnZ!pTF?&?|lDw^!940OZBB1AQS~6a%TYc z&x%8x$?ubdx&#c6Q#3J3ppA$DkO?pZGp9uNse=^wez@gK$VeQ3i3l9Q!JHTofzd>q z_(!n;4)<-z$XKf}v8v|;h=itzsSB7R5b`i^SydZyMnpHD+AJ`fMp2?JNvSl=7Bbw8 zu!tM!SmiK-G_&ApZiWtkPAMu7kOu$-M0Pc#9JsD>*4_KsU?1Y64&StCzT};)LthtGr095l)eDrW9GzlLUsQ|6Ix-~^rad%Zf zHzIV0#FiuV#C?GMKskC8-z4H-{XozFg}^;WX7~H5FEl&r@X5n2WK+)14)&c-=kLB4 zpC0CyN1Yl>4XT0JeH<+iK|mxXW>VEm7!YF4Y#0Lu(g;Qf5s=Kg%-aq-;wKmRV&E?D z5Ma9rkrBlMa^HcwnP7@2YRhC@51|X=Q2;Owq+%)_1I9q}sNFW0n}~NqT9>t~9s?KYhaF+$j7KHu;zQvkT!F&nUH*LlB5b&`~wDYT`TuH7cAi*UouIh555h+~!l zoG5m@P8C^8!LroZ3<7^}HNO99eRhynV_QrGNGbs1y=*iQF*5~P6`6cs2RE@`ZGCaQ z#BIM+(*{EyQt-_9rO)Y6gh3-v<>bGlWE{ush3Zb#i1j z%4AArdV9MTq1^c@ss^RWX*P9&06=0Mj<=OM$3*kV1s&9+Qcmi@pWmUmZ#FdE>3J7( zr+2e8@f0xU{QifxA$b@`iv8p_9=1`Y)AF*&_g^{yJ2y0Vyn_e(v`6^T=g*JN$McMj zF1n!b#V_w+ty=TL$Gudm#dc@G1l%QN9FK~`w}-{lhaI}%i|dv;Q1j!|IMcF#sHRM2 zu&hlLOu4p}y3luFJ{2cmrqiO#m=dllxH*w66)->!UMes_-_tZ3A>~A-5Q8IPU|v`0 zIwogC+-6*xsd|XOOkKnfXdK&i7)%Qw5%9RI!;leBYTIm*sZ%qG;O04}QYs>*6hzDo z%`|1oG1Mwc(U90oQ{*PjgktW1M&JS=0HC|ED(39!?uMHVRk5y`du?Lsv4-uh{NVNv zpWYs;zOjox_1=S|l>nC6VjtJFINTTF0Y_XGlLD(5m_Z;R@ahiG%pCFNq-xM_Sywwv ztsfXU;N9>34~awUVyR*bpai4DdZ@0%7aK(Ls{KCNS~*awbsgtC4D)dg!xousDVu#SZI#mE z`G6D>WvhaLojJtRO0^=oXxv2X2T&^0+?w_=rp$)wSR>7c=THA@|NQ^_58ij@7M-GG6(*{+v=>@WPW|MEZe7hZq&T%@fx1<>PJT5sk$nHTFHkwdVV#GF%q@y_{j zn9Hbbo?bFJ>!$T1)(xL1neq9zr@$r&IC1;IETO^69Jz+$%9 zZkJY;v0YyDf9xmEkFV~&_1%fOa9mpRbbBYKQiroRP9*57*x|TTfhykhNQS#@HfhZo z2{`D3C!4#)zWu@2%v3~-9SH;-XwxnKhyT%Ey?b%}&;CpQ%H6s(bWpwDRloP<#XtQI zfAi1(%Z4tdatQzd@pi6_?0R>#vS{$BT$ub)xb|WSa zEk4?WcOIB7u<3`t?`Jk&`Qq+x{oRlL@Wb--IvBOPc};zq=4cqJHpK=QQCgpt*LU>y ze)a4tXQ|h6+4m1#+Zgljf2V$YJAN|KEI!vdo#ZFK)crUA3qRRs{yV?>>KA|e<#(S> zSLJk5%k{x(BLD?tAVeZULg4#InZ&fs@Ngd=?c$?N_v9j93~|>*P&d%l)DpgYHLvcs zqb{XVf@xMqC{0Uq2QT7H)ErAwWHJMHgwM>GglL2$>O`bYpCzP{Biv_Q0|1yqOx&sv zYGjV+!w^(~!4ZHE07(oC)C7q zzOltWOWH>c=oE}0>e7ei=k1M{;k2j-k{Gjt}(3}`;Ds-kn%Rcv0osW%q^ z8W$-I#BC9;Zq={>Hb-@Gcf4NcTPtB7^|W zu2s8CB4&mh?tSpsbtFpbs?44OcYPo-S()7wYR++)N{k$^5u-K_j7>>eiz%5Kgsc!D zrm3n2oT@&%EicD9uk%n zR1Aqs0kMI57b7NW#hPf5CW=VG)i@BKrx*3Z;&BJ2vw&N*=;#Y$@ZsniTB@ z6bEfU>}9doC5m2F3n7?ksbG$dJ`8c_^6k~>{GtmTuCo>KyTfu^^x|O{OZ)J7Rk3~p zY+)BEW*>&l#Xir+2~5VR3>V$D%g5{a@ss%C`P5p@=keuBYi94fvq_3i&b!^lrMBGB z=|*A-Vqi*VkGYnHn&)|$rpC;GHZBHa5b)-@7LgZsEk?e45L%VPNd;go+SFr5^V$d_ zGE`A%-X#{X6vK~do{W&uO`HOegSToS1m@}x9WaoHVizGLG{XR3hVGCfFd;*%t8_g^ z^1f$gKb^F#l#-mCCj^d>!Ce)ks+onzey@x&ccT~~5+VbmOL0Jm0Rfo;PIGmk&5ori zAyL5A+})c=mx7v6Kr*LwNQ|z#(^z2(6hTE=90? z{C_G{#<2|BJ`fx}dj9HkcYYbmynOdJ{_y#ypZ?0PedlhppZF7h;;;VK|5-jWbKS&XL_90HE4ezqI{d z|1bZA$6vTu=F!)sWAGwHy-%@?bvoR!s<)q> zVx*<2G}!E8ZDkpotk7+^tP;BzQd^H@9NBp>x2sohSleNiv2YH2zQsTNQ?FgWSbqI? zUxvrw`L%!ev>cZ@i8Ys^gouF{0dh={bl5?3mkNm1b+nv3b-up{pS-Z+Od)Xr*Xo z>8*=5FNTXk;|n5`_Tt8!)la0U^V>f`J&Q|!XL)R9Y;%Ee5e;}adQmSb&Hx^zxw#M~BIE$tfDn*KMRFIUX$U~bU>bs}c;wJT zW0v5dRlip!tErQ!a8p-A00#xIdo>vSNEzmU1_;RTM}}-iL?D6yFi0 zbwvj3lBfr1#^JLFY~p)YAW$SH76(T%HDfTNvU(8_qb8=R%}fmL4Mz9jYzBUxC}i$# z2#$WA6iEoCKn!?~S{)FGjeyw!7!V;K5jE-O-Ln~@dA%Rti zT~<*ss1>&zU{Da;4@d;wu!|TwmDQHTImfB^RDDvLoNg!h^tPQ;N8xdWxiv9%13)MC zgv@S%Y1eaP@0s>}e6XQiPH(=}C-q$j=RL4#?qRbHZ80z!25KTAFzfh5)YVRh_54w8#gGpCKJGF0B3TWxJR7)EUB z(v17O7M+gDIdz-Rsxm_v{WxLVc*^+l+6Yxh52H7;SECp)1qX0MT$bj6&1tPIrND&i zeaje8ljcgB9$nqcQ{?;2Uto|19b-R`8RrDWXg!sjIWlbqw4!|qMA90O`F7_+N9#fQ zn9jDm-Na#+RON86(@7}$W)tVdYSGKfZk*PRVwZRt*WLNhq|K8cCij*StLdhXwWui$ z9j#R;kOPlB>)C`upfsSGO9djl_r{uNY3f9!7$+d2(@{7=NUUb5i>ISE@YFLgBA`}V znqvF(-+-7f$JUI!`n=TEv@Qt73e0qOS8FY=z5RLUhK3p-#1xlx(xutDcALPNjDr@V z)=ZihK%~4)q;5o}3A-Kk1F1<_2sD5%)077QS@rg`j&thK0K7p66#EFnfEaw1WvrAK zx3CYLNw*<) z3`j1`98DFaabR~RHdW_<0H&fbM`W%`3qWcDcyF#YErw)7P>ZS)2)Y`l08ALz6$#P6 zW0%YoDYRM{LOtp3^)3z@Z=AO5vrEyi0dZY#W-BuyG7+FUVmTIe;7yq379s-6dgI4C z=^oHh{MFML5`6l6yt*xEpWApk-}5KW*RizlF#P6sZomEhT7|@r0}@c*^AO-{%jY3H zc@Qrj$LKiSDUt*Ec*4z|R%svI>8nL%!>3nk7p>2Yjeq)UpZmvu?x+6cpZ}Y`^}X>R zE-2vYPJj$XfT?5o<~!-nedYWozMMD6m)kB!4>5E-t9WE~2f~Jc%utpE38m;fttzQm zGqAM*_rt5JaYt*6IR1;SDsdwz92ior7a!`FLq+JyMl5#0g$Ombrl^# zd9w9)_We)1bNQv$hOd43oa@R+W;=`h&B$9L&)O^x{GP;zc=*x<6xf8U`4KJl=__I*}$Di`5EFLPTrv zS!Q*(okNAF22vI9UfZCc92xqg=RFg|9_-0w+T@g?Sg}B8)aI3zVgjl_V2}bZKwt@w(I5wV(i>fG!nE@f9n@035(2#r^ zyT`kH-tp^~`SnLJllK&c$blqfOgTgXEk+1H79*lzt9qZ=35co&NT%+D(!3ucx_@Rh zQzUk9)M{$N42Xt=DvSh5;A(9(b>qO(WW*i|xj<0H+XQrge67X&zKGMbc(xo4{y8 z#7(C4)V3L(JQ^;xEXBQf?rAPSWHIq+lG41HIhYBnXzD!&?h|jiP*>rAfT%|6(#%l| z0j$q>|M+Ht(yUf>0yPW_%*Y7Lc%046LLbbaOArIkQwxrHAY>@3GKTwLLu3>MaC5~F zkRt$)3!obkfIFzFqbj9H1bDwl)#~6LGXR(>wPN>-pcyI}I@DFV92^YLV+gGR5@KKg zFQw&}I3d=L|MkYf0|#)c;;nE%6(@wmAOT!sPO*wCr7(q)a^raQAczMPIZ=?s5P4o>+T|!W^HVYUW;@c^?NMV%I&=E z6DBtGZX1`SFi;3wPX%4*eif*N6E$%zVAu?7KCIhaINlbbFkFUZwKCfMRzRCmLJDCX zD>DItsOOy4MbRk_yv{~soa5c~6gh}`w~dZ+_#DF!#`V~Ei+ z`o%?Nk^P=21BcK~h>@LaUaae|6;FLXpKO+s#OdU;O+Ze0)3H zv~@LeZ~_ki+buph+kWwli=X@P&;P``+c#eCxOo??)XId!YC`j|a^{f18nhxD(Hz%B zW5RW*B6YJxk)}Z4frBZCW?q({!)Yf83-Xc-# z_i5WFwLzq8&iOduvun9JEjP8iypb4EB$aB;NdZ+2BUF)T(OSjatXKpHYOg;Se(q=9 z{`yxgpxO?_%b z-63^6p4NG`VGDKD*6e(r#=CWU)}hr_l_L;=ELJO=KVn(*ZnS4F>zi-v-}(G@yj@Sn z853OJ2p}y*fkM~o!w3Cz?b9r8ePQ6hAOGO?!ISOjcEt{EZ%ryZcoZXZ-v_B$t89lj z&wBYdm!^lC`F!62!(p_y-+8c7|3Cdd|HdzW|IiHf1E9f07hZdiJLf06?%gN-UDXPR=&NZjZGH zo2TqE-iP%wHW#-g7m4 z`Kmbc^`Ugzv^KpPHAV!1r8q^bVy&{EF47dj?O0ACO{F!Q#Oi&l7_xyQ5+kd*gEO=F zy>}JK(ZG=$4BZV7-2w5l$Vj{&$N+6JCWnh{xEQ*N-XHF$9c)kd&g<#H2E4UR7p8HA z=*#Txri|`Tt2yDO3$-~12;{GhpbmZKqQ)FWU7E&$+^`kxHbI(K@e~1>r%8t#fV31C za#}?gbX~Adq3?V-X&^e=0Sch_wxa+ZSwduT0+XibOa3c^7wq&NuPFMcj3~i6J4L?*a#AG?_If3hd^-EYkNO1YBq1 z$RPq4IKa>+6I+YrftaDpR*G}d#8l>n0b&lVA`#4EO#wwsjr##bqzc5qWfhE`0!aff z=rhIWOKpJ?{seJW{9oX zcq$<4PSlNNw|F5dNoY-NQUK@>!w%ec-S6Ng~x z90M#162NXlR_pdG5`YQUf+=d(!C^9YP{W&}rVJioT4A1abI#KI<|zG+Qwa04aN>1R zN5sVIX$9~muIP6sU&M@1%^;#QU?OOKu{S0g53<>&yAcRsKQJf07=o)KaP9ypUf)$t zj?D8|L0n`FtVJRcgaAG1>-+fVEMIi-d>hJCw!_dIwAHFU9ctR~@uUPc>}XvmatO(g zpo|89Dbs$R%(czR#4g%(K~Vvrs;>o!*<0Ih(y*bj)>cAkEo8hOUWdTTT-|6DV-908 zC%o*Oz(A3K6ch;%Pz0)Ch~Q`<_go|*vLi5)nu9r!uf^QKkmgkb!hRdKTV5wMKqPWj zCNKqaMz=1zDWG9Y=<2OV*K?P`QVkr3o=a6C=r_Z>id#c_{_{qtCTy^dMXQA_5s;fQ zx$}KFytos%A%|K$bXx#`Kmh8cg1Jh|Jz8sKjR0E}CPxd92sl`Acay!3PX62kPc=jnP$WJ+4yP-~IL9|9}1BZ~V@8Z>E|#BHsH( z0+0a&WN=p6bi?`He&WZ@f9k7mfBB0KcDp=m``86(WQt~$$O*Wi5jh92TFbF5VQYzLDuG~LY79&S^K5l2#J<}na3@Ap z=FEx)ifx4^&6G?5f+D#zu8U!S5I8Yn;Mfr}t&5sB0Gvn99flA9LnT>{VnUp}-{tw} z!!EQ^z(R;fsaeH!Zn?+#gdtJtv5b-u)l~uoPG+hU2*vZj9GDQ)3?TF&n77b#@SM98 zA_8Gs1VPPIt2jD{#evmyL~sBpPWyDq-|+WCIBIX~NUOcXVBu+GI@Q{tF$o>r?0hMWn(rFdB_WkmM-DEzu= zt%%qNkr{FqbtN||YEoglC$Zw@MBvo{JY{aK%PFXkfTu2n1hyKvic8-iDypk^Ioy^I zIu5ipLka|~tqnOeGZRyHFm?5L76wcy*5;{8foRA)Y=yJDdcHbx2yxg24t%<)Id`p8 zh}iXUK9r@lCKf~B;NZZ3BG~mr0JWj1lxqDD5zHK#7&47(>-umU+p5-&cv&n49GA7<3@N}odrq(}0_uHoKt>C1d_Erz`di;xJ~_y4pMU0$ zy^gEEBCoxk+T0>jh%2FLOJ!XIQHtjcH&@QRDXdE~2df?uDB5Nhk2j?iKYsvq)x%Xy z8<&RHSJU<~U*E{#w8XRg{Kju@RYEYvyvfo86?Oy1sJk6n!2q5!qbd;wfK3j|o$dE@ zeuiby4k2}b1mi8_9+uj67n^C))9iU*QOLV~ooi_TM9{>-}*0uTV$&Slf-Djo4v^t^)%}p8@0GU!zH3te*+h@^hj`$<=MgTxaL>ME2QwqrL zneD9SWc;8HZ#>LzUUXZdeWqQ9UG!Rju{Lp#iqQypUfoIhj>cuZ9n}=XT~NWO2_ZW% zl!{93V0A%cGBj0kcSKJa%+q*m#xP_ukF^Pa$B;HX1oCmB5Q2!PQtkj9+uVi-32_tr zELkS(BLcV+QV45Nm93aLXwYX$lo3^WjoCq;(b z0T>wog4gEE#>BN+mk=4zjhM>nYtg_2h%sPJa6DNnmNTH!u%#HVEKY&IAZ^Lir;{1j zuni7q%>XeaHt-NqS?XE@oR~dzv@Tk!#Y`$Hj%n+45iQ}>&AQ#>CvWabmAl)80*6NO`}qRDprfTYY}&YaTRqPy4)&&YYu@3wp&{lzF)wahLB}#zAT}c zdNdBHHdMD(9f^T`o*OtD=+I$Ic05Q`SXYCr&fPM*IGS1tbKl^nzq~(B4MM)1@pnF2 z6yh)t#k@(pwx)uoWe$YPToU`)HejF)ka;U zVerimmsyU-ni8fV%u6$fiMcjG1`K?AT8jj0uQyl6Ekx=%kg}Z_ZxHrRdQEkW=0W3z??8803$c4)d?^qQZ;vv%z-gR zM+`2`0hj`SVfo(w41={&v}xcRyX-MYl@QsgFtDp2xQk+RLB#4+0XPt*yw60s9%gV0 z9oK`euj0#9#Kmh|8A%S6t2pY)nEY^qT=^y>`-~2Ow z?-w^)IK4WeI;hKP!+BVyB1OT?WOi4twzeLZ&>gTWw$|#3{WcKry0qQUJA~~Si|O=A&tKmX`!e5802~P0>ahz=rLG!@ z%iw{=wdKtXft5y|3x($k|Opbt*xJ(*1_qS+CTOz<#Th2*J%bAhM%%@2?aF?mB7Kk}X zT`WaX6jdM%99+~xpWUp^jR_FEYD0iltu-BnWMFNTlvuTihy!xqQd9-pUDX%~RbzG_ zCu0E2L#!3Yqohpp;>%<_V3)zk0wpPmK&hkSaWQi$sjbc5JF;r!Vts^AtDe+44E*<5FsH&kr*Kn zK(=Er#@Mp4V^@l*ay7SZ)oso_=lr{0xA%U#wbs)x_?=llJ9QoMdW zRN8(-#@0=|0H=j>%_;Gu33NOvPYJ+|Bv1^($* z)2bn6d%2I7llKE0_jdo_L(fihdXU}TiJc)L@G_N`ZvsQOdv`frb$RGN-px0!hEnBx zU%MV&y%#3OxHnHD7sU=d#srB!+?Su< z=~s{IlldyJQkrJ~#n@@?(-=S<_6Zq5njChai>gIB?2bnT0-52}ZM-ZSdwjfKKKpzO zf!=>SXB@At`p_*o#`j;h+gH)lKfYaWUr{i>JZ`(&08PC5{bM~`#TU1sRrtl%+DHEU z2YH&LZsEA6W^g&#c$3B8{$t7egb5!X+SAf7S*b8>{a%#kUG?|Zr(FctZhG1;`nrTQY^85 z4xwAWr@E*H$IOq9TT^eCBBTylF=>vDKo%p^N?;zND_}(8 z;MD*X`VQ93h$uvrN~W;eVQaq4Esazg$%al6iDCk4MidYgfe^9li5&ph9G7WJy95rd zZs1*}ZP66CJA`#^eV>)js>RAI#_Z{VzYL zw!=Q`#=J~oWTsFA#Y6@BUEH3zXhYOyK!{9hv3XtRrhq)n>#}L=01Q=;T!>=`FkdX> zm23Ypz?V)65u>;=Bofb{YJWPcvG*f7d8-V0rPfyPNP&el{CGO7P$O zx4-y}oBcOG{h0Rr*z}+O`2MF4uo)WYGX^FzWQ3P{+Ee)c%l^$iyt&QEyo)Jk@3YC~ zJsC$_OG^=^O`aZFiZt$NtM=|5oBGvl&j`mue3lmn;E?>hZLJ|jtQEG^V`f2_CddJ= zUj`SO&O(ISrsFRd)rVwNj~i*pZo)W|vLX zaS^*zFY0r(BHqlaxwxx6cc$?FPcj5lKm>4fc0BYjM!OnQgs^TcWDFdi|4mYa5YPkx zfe=&x0y2Ubs6jwYiA^jZrW9&vUE&Z3&;R0oNlYOq2d+vXXH_u8)CCh|M>8dIcXzTj z*S6IDnA>Kp`tHTf0o%Huqt@zf?n(@<76Wfp(14j8KvltQE3NApOaPFHO&zKQCNPLh z)JsgDOF5saH}7_-TG-!=&H3)@_5ShlyTAX_|Kbn7`rRKtZJwM$>>>v+09P|pH)AGr zhzTRJ8>YZ)^!@L2|D}KJ)o*-p^Z92(9zmC_OpUUabxnaUj}w_W`MPP|h4bSkn;F{q zv2IJNx;B-%wP6@sAa#bpBgdE5L&%hKn$HU{4p&`W;NgB=n;)*m<34YfvOlKdtDA>+ zb4*ay2FAxXJ*dqWSMlK(jJ-}~?$gDr_^@L&?{}O#s*{IAsrRy=G)MGSFm-?kO;M_; zni?u-zu(2ok-1J1caTP2A4@H|37|Nl7gJ^=rI?93vej#myr&#cE1N=>$SiulQcgtfpen!|h|Sew>{BKNS}$!FIAko7Q}o;s zMksTOIn+h8f}jFo6HrwG-d0O}4hh=?+{N)Wty{aiU+diZf%>Dl*?h9TBg)_!fUqp8 z)wuHzoxrp?nm2_Ikr-?7fDn3cLo;A9Ev5>!Hex2moXEkq;sDG@^DMcelyF;{nK2T8 zF#|Dz>Ivi*mb6K>AOtTPB1F4HKBLzGhdsQ*9 zBGQVs1|brli=b8`RAky;rM^pbZcAzBOTEmNA~JFwP+OY|o|d{)sK$yKqHQZ@Brq8> zUR^;VC=~*G-DCq=nl7uhYNkAN$Vt``RedWK1CC>84ahu2*!KZQ*A)=GAJd12`Le=R ztrY1Zb;N#AP-2@RQBEtD8u-VEEiX^~g2 zM%OT%mM^}SBfxw@=cdIoW8YZ->T;q`>nZ``bZHzT_}0a+OdJt8Z~MOQBOt45i0=Cv zmS(vhL)H+}>ArCepL}QkbU)9J8dBhn9-r#4AGW#OKTNsHmm)>AiES&~&8uWSuV#*q zmzsBZsfZl5=Hiav>m~|n-V*R>vi%sKaY}_qMx*1>r z1}F#!n2-qq6C=AjgCi1vxtJTcD-jT(iZU3|vta{6AOIvn^JhnnJy)Ye(Lg~d5OBa4 z2wgko%-Hw9&O_z^mJqKFDH0^I#Fzt{$@Anj2CA#Zj$*=A&_rWG6UrUL2(=KHb5O0A zdkRt4g=>Q@2s5Vuj{b0Rsk$FAko8?E)hN)n-W>!EtlBsPZSuSWZ<}=)Q>GZe6t_h< zfQsiXn1dNK5kN*qcQ-|I2ll>CR&;mZGU3hlZvXrLi~s5QtM~uW|LT9+GwrT?dR#Cqg8CW*a$?GqSrNI-dX8|HPV^w!BXO35=W|aFE)F$kl6++@XPzxssa+bf zP=L#ab1Nm}=mN^NZOj2rmo}Zt<8;1%nrS$G_|P6o`}%H~R-BjiEEqLGMGuL90L>_X zI$$HKXjaDnf8p0|{@P!8-Al{R7;CE<90lv;qR{ZNtlMS^vRuSPg=(uZj;Zhc<)_E1 z;lN0(wPBxA_M6vzj@@>u#;YQ{e)W=~fBEH|EqwFlFdTOGZy!M5=9AsF)yEHokfix= zOuL)BEwY|$f0Z!$I*Bz1eQc{50D_JC1QE))p`n|m9Kbm5qakjSciF{7s&fd6zE0ld zbo~4_AI9^$$2P5;fL#^Y0K+i0%N!Wf)o81hsdT#-d!FuBE4qI*te2$~b~kB$Ja+w6 zFaVjo%w>PG=Y(Zm1G&`As)fXHh^ioq8mb_mVAqG%L`oZvoi-&8h#Wgi$K0MaHs#LC zQW$V+Di_UrVubDD!0yQFq9LQ9*GWa4IK&Q3{aM&$N~&ky={_;O-m(kz2!7gaPA@wds1X;g~t;y2f7rHFa!2P&$&q7#F@-$DuRkpFqaJTlO2!eU zN3Cnb-WvNf`{QH5%plZd+_t*kXJ&0{JC6B$nq4UM;bB^da!RaCYi-B~OigTAb$1B* zOqOELJ;s3ZlT~ebp!1}c*(j(IfZ^>SC#E;I{c*@+3jM&?T3}KG48CourN)G!?hXWm z1kJ4&LPSpto0X z-1Vmq^QUjZ^^w{l(ww0kuHv$m<;*#HpJ7}5a6R@r+$Nj1Fy`?3b=FqHqul`B8j-;O~99`*1G*{7=?%dJ+}}D(9z);x`J+?00;#B{51mMbKuC)7zqJF zbT;S`4+#R{7~tID|8(|@cCjK01?&= z`Y}8+UBKf!DP~BS+fv7#+sST!c=bR3kN!8duK(fx@IRdI%hf(0!0A-pd@|OpO{=8@ zjEIe5CXV!UsuZbJJ1=HnxhHWr&vh-hPyF)J;LV;M>tPoFkQuz8xf59k$N{HQY3eaK zF^W5TK;`~uH-{0Fo7k6MKIF`Yn;Z$=eOS@}wZOc29D6yd*(xYrhM`Nqc75z)^q4q{ z?uTf$rOxM5;Y6x!*`PHV#sI)*NHLrzaX@5T8=51aGh#pZG?#s!*IA~bOEFO0?eo~N zc?+E8SukMA&@{MGlP&hNuHcF(gQ-Q1YMK+TYXd?xSu1*=A|`H#)KL@)Suhat22{+N171bP_K zr&nXw$u4qha(*hGe74(Kna(bPm;sp1=h_fbpv%%kjRIZff`QL--I~RK6iF1^z)VfR z!SM7?{>NzM0C5*w9F(?Apt%Bs2oc%b4Vo0es@)DTa9IS=5Xiwwm7J+An^rZqb!q5s z$mVo74k2bYMY6iq>2hJz<>FsqC zjrjWW-Svy>>)YGYR4*#O_}S$rKfimJ*Sk}Fceh?Hu$osxBL)X1Hi8VKs>IwOrqHgs z@G{Wr7yRaytYTdRQ&Z>5lZeJz)TqQRg8R+u{*Y3i=*{Q-^(O~cZ}Z|F$o=Yd!VcC4 zS?-tPn|S#2_WW_4o@V0cjCsu4Ca1US{y28KxJ|8#A@8FZc>s5S$_56E-mp$BcHA9% z6I-U0K#td=0o2vTW8N-XplIsd=SOpFPX%gI*ZyV?%wRB|wtn1qH^(r<%ZI0SI;(7D zF8fz6cAvdg@sB_G<$jm0x)ngO_YAcBN#w)5FIhMdUNVpL8B08*WZz$_3VF))OTD!yJS zQF6!BTO^%Ng$bI{uup((nRIq(FH$znEMn{#{G)~;M0B4X1OB=K*nv^x;(hsG#62_&GLxX zZ@RMjhp(2L;xJ;@a}g^S>4tEbmb&4qPy5)1ySMfIyUXz=nF(VsYlmGzrt<~2X+2yg z1ltdJKI>Ne_LE_Ev;XQB44%}pME}o%IUFo zeGDBeOI>CS9ctASQjVZtBJKspeQ>gEp>5Ien)inxAVs1&%k@>%>}(KvkC7q=2P(y=r*+YFsyDBr75wm_TwU{F2zU20b10j4 z9Z>Y${`l_ehiQWshy0^o8>eY~crT*LfL;lLQUqiyrJ_Mw@x|+O7`Zku@^8K=cjvTw z*$r3W;Vi%S`e~}zOdI=FaB8i(mqJq!WLIT#6w!Uh3T-OXd*HB8?zo|f#Q405NQ6vK z#xCqqrywePyQA-Y5>U_@yuMC-CWDO{d!ya1A^>ntS-n_UalUMCUiU9wFdIs76UjqX zl~$aX&`=zvS;juAt5ugGc?k2=a-i#5YDK|}9lA&%g0u!;ZHrCX_+ng~=NZ0!ocsOw zG`9~=qCI^)tv|i1AI_o(kFyrX+8h)^00c$zn`0uNXnM2r+uVJ6-M_geu0|_-`hs8F zaB%gaDKIEC@s!1x+R_E~SD(ja-5&4kZpL_hc>SxN|I?qn|3CblpZxTpYCwM$k3j?g zcYBsrgM*nNIyksFAvn0%zmk$60D>DR5TS#+IUxc8xSJUUb_HO3E&~HSSA6~1{RQ+q zu_Fc#0l<--i_8px1Gp0!5rIEL-;vOB$IpY3fCL82&P)g{;!NBp$7fz3xfv#)zOx*e z9Fe3HY+~I2=D2M}Y-Y#=04~*Ygv73m14ASwpm9(GD=RyAX{O5k031;(I1ng=1QnbV zBf&AH!1P;xB6-(w+tdxrTEO5$;<~L007SsZF&U^O!Wd8_nYGZHyKgHt zQ57HhH14Uc&IbEqUMC4rnW1epcMwysO`1BzfDxw)syQVp%^a8+Pm5M*9H0uT8b(?c zH`fqZ)W@EOoQA0D+HxPSkNfxEd@LmdV(wu&uVdFWRUv2!pwtg;V5M*=l6pf#6Et^o zui`{zhFfzAxHW9X ze&!7!K~pQ6x2CCQb>c|PpjNA{p`5qcBt`^FtyUu1rUr)H7|m#H1pz}el%lOIXOInZ zPux+PHbrxQ%hOuRLg2ONGis?c>iVo2V>h&7_aE*r_YaI3S*KY5Vczh54!`}!-~7(+ zzdv6}+w9X9aNDQA`HN3t>hk5$uKMZIm+|#g|LRp9l3#zq+vVf?pM2Sm@s?v6>^J}V zu6y~(x4{8)KjE4b$mrHwk|1j?C`X;4NFP9nh`%m2uGxZwt+P$D-8S8zslRW&3EPMxawJGEzq*U5_8$E>iS% z2r-e$HY5&Qwu|W8uxY(it&~I8q~3i!4?`M1zv{;xRW2Xa?YvU(h+uW8lS$ijS+xoR zhsa7A3}su#{dl^Yx-q1{+fvG9DG_pGsSZ`r5T-jdwei@kbFtMBz+*He(JD{4OyU%5 z#d%u#L%&VU+$aQR%b7XAF!Co~+&n&AK74h7X2)Aj5w?qJ!+ysWj1X;wdLcm2qG2#| z_6=54HIIo1b(;!eax|Q`zvw6# zNIi6cuG5&5uhVvsiz1-)eSErH80dH%%BGhS?hbtb+GP^;*4r?+s_cS?3@Jc7q`D|0 zs@mbYi%d=RaJ8Es>xJ#rt3C~AW?tZFDo;;y6;;qysBMr36jN>PZvDWunFBi0WvN3X zu;vY7;Jkya;^pM6tj@MObn{(V7a-ESMk}^9O$)Ef+{|@x6BP_mxRlFkyxRwgc6zLY zTvY1JhXcY+w+-8BA>(PHfSeMZ3ap0HQl`zyhI#NlE**s<>0f*^D0m)YPT}#Xia{FU zyN@$r=*M_>zja-H{bqlC=+2k&r@uItvhA+M*1|Hk*z(y)?Tz z!sXo71&+7TeS7#IheJ5ta+zCy1u^h9ciXt{x;@B(AD?7@OQ}oc0&8t~7uJg&jyQJh zWs=W7f%Bz&H{t$-&_ML+D!drdKEm}rdugmb9@2h@r<2^=7=!%LkLR1~KD>PKkAL#v5B|lMAO5pH zdOOv}O2$cNVa0xMM(HER=%5e-t720}q^(&saC1?6<}8Cbvymy48wP!&sf&v(UyMn3x`N8h_M-ngxg6C-;JePjmVHN-Yr+;OD zeTE|at6(-b5qRKd$fE~>h&c2V91th~@Ps*#6Gp}^1#L!ZA>y)VjM16SPo$krD;Z*vU2jBCb{NmE54ACRS z&%b~B@VNcrj?R;h14t>YL1GIobq1{g!MlVh5h->Z6S}t$&|@$}&{Byo00#&m zxuH^kjj&INz$oz5n8lQwQuM8gv>Y=$oVM|hb{(y&^j+wBtb1#l12h~B3`!M`u@qAE z)Q`53C=wV^aFgAhZ#tS5`S5XO3OU8t!9Xm6Y8nX~n2C`w2PUxA;A-su2mis}{H=fE zFa7r4`zQaq|M)-M40c`LXHU^T-bt{$8=;i4>pD|l)s8~S?xfmK8#x&aXw?N_=nTNm zpvbJE$UY2Mo2!xsEL9^RlFZe&hI4I86F_uuMu@=!J0S#y=rm?T!!DCGcU`Z!@g`4C zX5g(2^XhrT7~rx%#}pDjJIvg^UCW?e8+qxAv?y@?}YfY3w z@Ytcdh^TL*3Mo^F49F2RK!9Bz1L5PtL^$>iH@=&}{f7|IWoHyy$^>p%g4@DMz^Lf|mFiqO+^37*E z8T|Fl_}#Am;pe-eGA%aU>6c$^A0DP~NOvD+gJL z_v#Dk^40CG9k$`+wQkb35}9LgsZ9<0f7^p@wp>;{uk#!U$)Jm2dVHwsq?^Dd4GbFU zYEaFZ1xn1&tOl|&FOOfoozhdCwzjryUdA!*U+k)s`EGTorX_}`V6`;APit))!uj2L z_i^6cW>hOv*5KvO>yXx?I4a z>*91Skb{HU0@ts1aa1@LFh>Bjx^Cvq2;z=z?27JYg}@>1sej2{`-iWe)^*A3DH1x) zkJZc|SQ^M()G8utkyZslAdV5u6V*+RV@{bdVn34A$hhmUis+EYOOwsn(3)Ky3L)Np z_too9Kl|#(e`d2>-cC}Q6hGYVOnkYR)|!XVb*$O|6|kn*)n?14GPj}%^OiZZ>NQ%G zVg=2OJAOE=tw`?JlP|N?0vlH{-!|g_#D2W)+ge*G^Nf;Hm`ji8{=@7Qr0F`Zo#pM^ zQX*9>^Llg0W=KGh!#Lz&2Pl4dY^4}yt|I3rbs%?C#C0}Xfe=FAT4AmQ8LKUqhe8lP z+?_&3H(uvDtquyI0}6OPHC5=5a)+F8o^3s;na3ej)QY}dDmWydtCy&W&JXh8T?K^w zi&&=Z>B-xMx3^Ray!$vO>NXW%3(QZG0OC~-A!<{t%^iHVAK%|q^YHGy^j%C~t|ms! z;Cwc%QG)_GQTp&uiUL#Q0W^hEsi$Hjk&C4(h zT2nl3!>0V|Rg!7}*)f!&hgakIsl9tY@2)z?@ZrPy@ow{E#`fV+rVdYaeYlkBXlH26 z>Mt!u0A>VZ_h`Hu!q1k*jy)5JzrGoURnd^#A~QYJCJ0XbvJfakzP~T{;C%uxAQ!?Q zr9Nyx5-@RH%tS#sWa89M52X;*5^{h2;Yrj6OL(4}OL}vS{ea)u(O>_3zllDb>}jsv z(Mt5ohw|lp`|9kcsvFSU{M_Kw%nXU-kE<}W$dLGwI0gg`Q^&+1!Y?mublCO7(C#i@ z{>v}d^V9$hC<7vx2ZtBE{o6mf{^51pk@r1m6$B_nAW&6UsujR_Yl04drjQZ3OabuI z7xC3~&f)`k%1myK#vHc|=Cu^Z$4RGVOVy_ZK1}tj_OR+h(R0xPc-aat0x?vFXWJYi zn1KPHg98|X`?EUx+mGp=v#8P4!3>NXT^+$)UE8;1VFyAmfVl+@ky>VqKz)Kh*ro7v z+1N1=>_={vK0e9avTV%(Eyr!&M?#3?3={~FjhW2UO`N#4QpFHKn_ul1Cd+`w!|;=j z_ub1w1AjPen+1_*t-ieND&bGxJ)AEgX0#X}wC66}IHp<@nLrrTB6~!<-bJk%kyIKu zra+Of&rzFjaNRth2g24MGju&!t2q%dW~^O&CUtwCd=amU-;6y5S1rSU4x-hWu^QH* zDTR{|* z08KG4wkmp+^d>d(G3aR`}K@yDmy1XE9aL)?fS1?%(+f zFW64A#6SJn`u?f?_^aii`r}4K;V=Hy@xSr!{P2fgbpPa^{mDQ6FHVLIgd%vo=N|9? za&^PLBC+ib;ge7E^n`MezxH~S940>R2jQ_lM)>$~^M$Da;E*If;3E!*RggSU0U>fN!6$L{=Y z(pAUTdja=zK{ej7%oS=0H$zz(0xwVJ{iin&b8pF;gI(?`R>D1FHQt`R9D{?1BaYQ z8gx<9K=X+iaQ~)%@!i{P(_j4YH!jv?XSTXYU7R@No{`Z^!$8|?THF94bBqY2rI@dH zyos^rQYFNCin6F;+^HV7+9B<>(xtQbm zqGOjn|K3QdUw?V71yk>wd|P?jBo7V*WpQ*o?3pu9=LUu$cxy&Z=+CeeCRPZzE(mUz z$iyfRGpjark4TrZia>|}893v%*~gE{#DQ(M3x|DpJk@0}Mdyx)_xZ(hGd2$aSu|sfG_vW$VKC!#DQk&_zaExKtv3aA8Kis!k z>3BeQ*cLzRT!qVOc?ex56H$fTAwHaIU2V7L)1^kDt7A8vm&1W~U6{{>!w6=>u62E+ z#%-44ZH^ttiXEqzJ@v6|jX7OT3uQ8m^J16Ql+x+aHn-E%*5a{;%W9>WnAHk~Drom7 zn>P!Qh^?qQhMcK2$pM){tFjw#=tDFIg`tbX0AmKf7bCzIw|#Vr zk-8ktciZ(H)l0$Qh^6R! zve?B{<>R9ibe;hq?fT29vg7f<9QotJvTk_T z$K!P-I@(4cES71VCG_xV(t+UToesrgzH^wMRvPH?w3VkLIzki z>vJ$LQ%nI7yom0`v}{sV8x8>imDRyq#T+R`Q1{fQWhtN#x>U+~yuP|z$~@K7@v!Gs z;OX2%yw8lJU7yRU^QyV0oCw5o7eP%7W2SYHO(gYkEgGCNKCz`CKQFLu+HMqTw$xtJSgJbSqZ}NNY1(zjsQw6Cw8aH zxkaXZj$MW>ApjGF$7wrlg#*-0(I|j<({ZE}p=_ARhaDrZ2~TtD2Iw-BqOFlB=AHmZ zz2f$J|1+7lW?JSpKbDw693T-r+@I{`(;xhWe=mgeC;#yOXismuAtFQDARsT(f>Ebs z`;#Ak{OapVsd9fQ`#r}v?7H#O?;Za1&mRB&|Le=I&b*ob;CtzdtI#t(Ui8O5IT?rZ zCZ1x&+=_Q23|ww*!n)ynWmdBY5#@9Ur-0o*+Kz%?)XyR3nQRc!4!oIhrDrU8YE{i})_;h!% zTKW!Kg&0BIW61NgS!rG7h7tov_36~Qgkcv%&^A?Ri0I;}bY+7s$dx?CN{A3X#omGng>F`Dsny*eBS9hc4G%%+bqM-r-PcRZMkg~ z2^9#amPPBvae!eQLf{vl?CYsq-cQ4>d-bo~HfUb+mw)i~yq!`Ytpvp5z=?F-Og7Zud@pewr_rB?TM;r{1MmSpXQ_Ik0y--ez4_ zV}@~H4pdeHmmxDI*cNRS925|d2q_ApNDD~dMhsguD`;dnd*An>w47Skaf(nj`~Gi! zUbf|zKYd)!(qG}>IxUZ7ozyXy%WfY;Y?)0|I0i%?yHKTdIjoyhL1rw?%B+77!sFVdQ(KptpWD{9ZF=4o># z|Ll`7MYOHXlL5Pet~10$-2tTe<>aEU8y%RJ1x}aJMc9w=aEQxX=LuY4cYx4^%SEc% zx*9lKT}1dN@r-#)6#$CUbT18^w;SerQg*9*l^R_>xbqV)RB@Y-9EmI8? zLST+&hOT(Lf@N*eh=5{vrs#9XeqK}xgxCmUpC~2J>M;Z|$z393a?ia0K#*W+G5Ir+ z4FyAhaSVM=ptM{nC)8q0ltxCT^Qnatmr2xd+=p5niPuFH(F2?=+s8*)9L_}^*LJSH z2u`)F$_Ch~0zpb3hU{nn1jg)4!QF|p%ZLz7mD#&wiJ~?e5_OTT#t_s3Mzq#(%2^pK zVd^^QA|~WMa)8!HiUAq0Y(nVFVO<(Uu8zgvY4i8z_VrZXEp1Y~R9nTJ$%(2sfGgrN z;6s}|tJPJ(Rg0Rb0yv;|fse!ZZ~f@izxgYBpB{ISsA3Af@0=C-WMc#-0JgfCuHH<6 z;A&5aL8`?ViV~Bj&JlQ;7|4J<=Sb|*S}Q>ec89>^F|dldYHer^O=YQAiiyGf#WnKN zB5&`@>iW3IX;aIzm@gYPb?%5#Yz@>LkU56u866lPeG5}ovFGF-lbbmas2Paw62BPI zufE>B8sqH{vm2R?BRiP0Ek$S1pMO06-q)Ak`Fgoup2vRQ>NdWe2tHGr>Dj=6&q_!p zWCTV`B!NN>b{qm293r})pyxieVqM^rU|r0K1Yzum3F>C7NTh+GPvJ0NBp~(Uz&T=D zB*zdVxH&U98l#h=7zFe#@&1rqWGhyywyIs1QV;H6jod8;FyvZV6LScP>W*N%zhYCE zCnr)M>xOhWSCBw#<4uYgFAuU7;skCc0!UoNn847?yskzeh6o(66+v`zG^QB56kj(F z2`FRVN46xT5z6Hv6geK^pMH7SHrkK)tKU6Dg@>nFq;;J)!B(9kikiFSh^m+~Iq9}S zYnD4ojM{Y9#bL)PSSl;zYiwZ>xpG zQuX;#U=G_lcSFcA1%#MDim5;#ijkyRiZ~2Gn-%rDvtEjeN?>?#9k2J%n!9SPO33@( zz@=O_sJHEO-ytp08D*K@$U%6wfVH}1u zFgpF#U;OU%7e`;){xIN>wJr0<`y44B(y|5G-Gtp|;{DLGK7PI2eFeCcX&tU^$4`Hy zUXaEp^Sk=ZFDYOcuWF<9{JtmfrV>Jk0l{k(X!5NpTotvoMV%mx$(q$=jgbHW%sEq= z-J6fM1i;fp0QoX)!E0ML=5YIJcbOJz2xhHHB3H(3shMbNEd=WKeXFXgIzo(I8vsIhdM9jzgD2axt48>h-I!RlQsUfsn1sp{`q(Qf(6Z;3QyrIXgf+ zUI#^KlK@dI5|F?D>u-i}{GH$b+4+6_{CnNaoAL3(yiAmWbK>1DU*GP2`R?@1S5MM( ze;BTBhjMBG9s4kJ-B#-R`{GS0!PX>(P>M2`gA6$bu=`2a_^`u%h!OnZp$vxzuG3^) z#xT-!mgxe>xZiPA|8Od`!jSOg%e))Ia+dk596cshgRKc7UnVhx5UEr-9CEGFHp|iD z$jhwv_thEI03)T$^VHP&ywo9waTki137(g_i{a&qRL+&Eh3uzQIV8lEx=@9>h#`S& zx-4zD3fo$z71!B$q;bbGn^jFIDLZ9&IJar`)L{r5o4vkHL}tdVp`jABA{H>VRr`S> zp@Vb2W3qAye+zn(N|}LELKbm_ltfEmjGd@!h#xn%zzMu*#w)4gz#3X3ovP z$%x4eYjX(rtZy(ejt~N&IjHA|T@0?$MNCLmEGLY~UAT{!Be3Cdh#mU%7+&2Z-y}GN zVB-*{%Qp5oc32fCP!)SR$npvF+taGr z@rP6WIQ!;?H8Ul({ww#4*sfHz;>vFa=Q)RjnF>MZ|pyL!d*B zhYZ&{zTSsSbQ}T$mgXNPxjU^N&hx`kmLgj-QFj1BX!@;M4FMIL42WC}!J*GYMmhSB z!mdYDiy@>go}LO26Jm(4Y#K3eKnM;MT`dMDpu>(h04ZkRK4BmmIx5vcvCqH}w0caz z$wjPg9+*<%6pWZqK^&Smk#QggM{p60OlC$v$g~!5;3h@{xd#W>RtS;ZTvSp{TQze( z9%3_{CL@eQ5F@C0YwqA~DC&+*j7_~2iyc0vi@Khh7&xken5hE?N*ywiRu5#;Qjt-B ze)+LniURwmuf{#|yov}89XLKy(?HBPQ{4msbH}Du6;zGU6LTbth~hT%+{Cu(qOepk zuQ3H{-~r3h636|H0s^P>_|&Q@B-e(eNbaCCDC#j_S%o5X5!O}2W9qPpw2cl2LWD9? z-&xGGO(15>G|f$1Hq0NMiV+;f{N_bWfzFqDKCfGYF2eNzGI3ocL^O))EXN)79dof^ zh=F{aG$zOP%m2ONU=A?~$o&wRyIDnj6ZG8Kk^eWct0 z22g-?16K&uwhC1!G;>2I17yyyXQ%>OEz=58MQ5oSs!O%!mN?>bj+FAgb7Cf>M0KeY zqBOt|)>#NK@ACL!nC{v?{Lg-e5`OPTpK;_r_`RR~{Kszt*?2u5!OK@i*7U<)d-L-1 zWA2lCgQB(xkaahET~PtuET?_7jXFndrL{cfT347SC~Ff181`R$ui%I@P`#A*KP}Te z0hqPj?XiFH$^5X+Pcv+nyfbu@hTB}bo)N`ODR=JRV6u8(RIv5jtcXd?DR3XuK}w5k zF_F8wxfAM)&Xjjp=lbz}nk#_g?HDr~M2-pTq71;%o*qSuI|w7R)^@kMwwj2yMNNG? zQ10<^7HLW`Fj`=ehRlAt6nCGNx~-A|9gZ0d(eTY@SKRr>w@+nqLI}xIAJ^H|qL;Z5 z;WRJqkTSn|Iqq+Hew68?=yo{tOEHcZ0v2_3uN$k|i_gaB!yo?H;~)I#dqoR@>t(&( zk1t;j?;obGK5XwlY)bNLpYQ(0UwQM%ZGV28F7KVAPCWu@AVQ*T!7kGAmJo0`+0*?R81}n39-_Ey z7eUAI$f2XM;XFx~oRpj(BvkWAyp;+>QoQRaL|kVH6u|*NRZSg+F{?va>(GVVu}BNd z(^-%lz}0DYh#|UEyqrs`1W~^8gBKa|&wugJ8r*);o7H+zbtWcVg`S==cBVr$0MQOEa?mkfBjoHL&cj(yx5}vaQ=szkVo-QqPA&_7!uC2V!+hL)@)i@sp>>U zoCrxyfEHKZTt&1Dd?udc>@kwd}q>#~%JKT}yh!}NR{r(J1bbrX_ zlZ0gZeemKj0cX0L>$Z7SFeGLp_M3e_P4YMwL6|EVKp%k=ULC{dFM4)=d$&!q#Et>r zaO_RWy4cv!FmNC~UFy0?V(vN|ddh)Z0imTBm>FCE*qRXlAPgN5AR;(xT}hkw127i*!QHHuZsXdj1(eDvr>=Zl9KNX#e zJgk1Hx{Az>Q-x{OX5<9wsE*%u9o@d&S)wrj6B9d#sX}09LI6^gh=kxnqK@gBN!9(vjhafl(Xrxes23~PbrRzx@P)$DO@AI|M=)u~x=7i5g=NNUgcCWrx<*;K*6 zP0gQ~AgBre2F@Hbgup~0_?YOBfgP^;oLorZkoo$G`a~{7;)es9J{R$%6$${|!QB81 zU7Hj@gJID9E_$Oxh$bE9!vVXF){AYWOlvWVUBZqrM~s0C!NAXx&c#nleX9Oc^kK34 z;wSY@aS;&UVx~^2Mud*YOlEHOt}|Z3A`iNC+yLW z9gbb-2{U8jNDl7C0K^d4Rb@!*s)WvLW)51_Xx)T}47?wsF75hyL}CsSJHGo^Tl3R- z9(KtM>S}!o{YcZI2-cdS;_KJh%}OC%m7^=zZV08=vSLWs^(YlYOd23lO6Ufn9-|?~ zvPoi4KzBnTcNluw%5%vc2>}B*f;L=Nq2NQ$K!gNpF2$Q!>ceG`+AtCzac#y7L~z(A zQ9~q0yj*IlItaCt8U)}-RcxL0nYAC- zhAuX#s+dxY9bDGBELfW1vo$qeOTfDwEg9oyyq$>Xi7+WcNm z?-eRBx4S!UTR2|P;U*6|p?dABKc!{xAVL@0rBGp_xa3T2_icfy!bjXRT(Uu@ACp zT`ES)V^lRM;G!veX_k;M*jl8E{Z@ex*7YJUf8|Gi>EB<@AAkB!|5oo4ySu>{(zLD^ zAjhyQ+T8k-rc2AaC`(ZQ(y*>=f54D@K05<#Y6uz!+|Cw|=2G@oecE-?eObf35X+G*8Hao@O{K0qr_{;nMW}s#`IyKn9d0pp z_V7-CX%m<(I`qg{TcvqI1ta#D(FC4mQP&iF2;EfISJ(Mw7=HHEd2L8hx`C$60XZfj zg0=x7rieKP0^OG8ir4$pcZ7^()3VBL2)hGqrGZ5-CzrktIdg4ZH*ip7lnUU0K^(~o zh2Vf71wu!F?haeyQrhmo>^}6-v@Mg5eV}B^W=){$xi+htiFoyPb=B!6rD*EYZkM&l zwn*+dbyPOz2cy_E_3mMNxNHR8=U}2DuHfU4)OB0L0Th4$yFR+AQ=F!DS~iZn%Nao0W=75t z-7v;DEo*x=rG2Zgpu9w-sFW*mqK z%OW9%5P_egN$9PZ3Kfwq6C(iFZpgJ&LJG{S2s2@VZE1vARl39>fs2EIIDmQ@n7~x9 zilqd#L2Yo{hf*3K<$<@=>xP>(h;b>ls(rk)r$smSr`0Y^H-oiOGdCn8XJ7{ha#KVE zglDu90Qqy^-W3QP7>Otlfl3O9K&;kh+9kZ&MOGVPIF1noT~@s` zT@0S8o{KHb)RBOI$q?b0#o+E{W)6hlhDhH+77&R6fofF@$V6z0fDCSG#IX+)gQb8j zkPw+XFmV8KZ-VR|5}|vS5Zr2kguWjs5ah_w5d?0>_{EzP!4tDdeSEAO_|+}50}34W zBm%8yH^%eS#N9i7xX9NZ%G*m@i9cN0xuFtnY7PMaDWDOW0)mU08z57u%Ji%y$7h?C zIhp|nH1pQX(E-1ux1t-k0eEC|^8nBVNQ_qK(McQ>ZWF8m?4!aHyJIrXT63D$d zqbd5XXL4B2vfp*LuXx?IR%2UR*|gPmyh^G76+Zc-ZxvFEsmo23ldJ2)!}jsr)*T24 zkW7lzY7JZj*2UFD-QD6auo@B2{@@7QDw_MWH3T9;3}9kJ7y{MJV&vf%a^S7#`P7(E zT*0s(!o1cTqq)y(17dJAfUPJKb_1(nt>S=v3hLG>#t32n?jgr%7Bx!&5vo=AdbaPpA6vH2u+A*(|QomX$(aaVv^I&&?YH zbU^5Wi@6AbA)pVDzk9=ba4oR!;W%OllvPdFsoXtokC*++0fr%5-EK;b z=t6)xO&COqcynk$LE5^yXb2D^x7r{Y7^*NK0wV@wsdcSVi;Drk^MTzIkc1P#w<3CU zGb}EF5Zuk2NwtE2Ny{Ic8&yHX+SBq%M z^Qlpe?BukmSZ%0V)$_7#Yl?&ha$dY6X2k@6i!YU&FK<6Cmr~md0Q0>wZ8*xIrwdSG5I&8lfra2J7qxUDT@&&MtjZflw5 z(z@Z__;>$%@X23T{y%?vxwH^1_N+=DK2EudOr$_6^>ncl)s!+!5F+fa`^$Y1^kyKd zZB3a_j6ktn+BS=dTi`EVy?FD*%Xfcv_mlH4wyj+qMo+0qTb{Nm-tCfls*`P{RI6!> zr&?>Hbph_3Q*guS)V9*{F+LXAPO{r|55HVQU@nFofA-z0-}v=k|K;2B|LGt6;XnQH z-9wFDtceGT?;e|*5m7*5gzHLk(GPdi$oS&81Jw>fU0nd{rr+FEvCyl<1}46#2~umg zoQfH4)o!k6-*?}9vp^{S)_?g2_0rz{;fH2{lVzY~ZOGJ44Z&*hlsPh6YmCxG?qUiG zk56SQj?MZ3ZSkT&Owfb@QiOS_6e2T&SrO%osgFzX24RQfS8Lo1xdghaTq!ifB(4E4JiQ!UWCZ>-0-|@ zxwIj13^5W<>vA}xJjPWU6d+D@!(V)LdAg`6hv>il#nmp;hqsfXb6{<>Y;<1FlVA+v z^X4Z94h$(%X2f9J*OfqJ16tr&8NQxmXnj|Toc7kREQ04hAs ztiHu}Ah@B3k^?zt6$CU_GeaP9ZRXH`*}WOKA>s2vf)U(NMV~`rKu(B+4DR6pC_+Rc z^+2>s<>rC=K)Xm*sv8Yijw>gmF^29^P1#lHv7yo7Dq;bx;cDOz^<0FVM#D=}EcImrnWL(@BM_*FJBX-)Ba(=!Ki^(h)J@&Zo*lN&vmZA%1Or?f=<}hkIuZmj0*i!+ zDH3#<6JSOfbGRC4*Kugjk&TJQND;w5%FQ8==Lr1j=fb}^BqOnJ7xNemc zAwX-IhkU+l>RO9%AarL$_DI2BzwBzY<HVpwFF}aIjU0cjS zjn-EC6r5x1sm;r#)u+vXyTP}&s` z3J0V_(^`k-UyR+&5A(yNOhTnPkXOL_NoU2!sUd|v@V-wkuliN(tB-RllA|A!{>FEY z`v~WUSp>i}$kWduWh@h3zG1V-*{wpSV71=gGnq-(E`p9>_;!ouE+P#uY!?MY1q zh9Yj}-9Dm1DH=lO;30@eDRYYpp4TpS+gfb7Ai=on)vTV@qJn0LlQV1^ zUZw?E(O5PJ$;}#1Fi*8r>T}rE)}MQJ)6=DHKA$g`+fV+{-Mt^!jGsUtKS2`*69xe_9Xw7|5yxH9Q<( z+~sqz?X-Y91RMh`#l+J2TwS^7M_I$nS8i|>AOUjLK7``iET-@AJ%Q4m}Wh{PKJ z0FnU|_dV0Am+5f8>gvW%UtMmFJ)EKxj43|VdJ+cGxqw`NP(5q0a9MpVwk%4BJVH?T zILYmGnp^tApTGa|)CeIaz)b;zX=}v;IXDz?4vmQRDQ#ln8?FJwYLPLAUC({MeuzUK z=X0rxbY1AWu-o^g+G*OB&0ZW*7}GRO?;n?aPA|I*oR@WW2$zc(HVC1rih!sCIEJuZ z)Jy_G3IRYj5mlfJRooE_wTSnzd-YiBq-!NbG-x-2b5 z{^Zqu*L9DNmwDdufn@Q_`1#AdKs%k+T^GLl`To_*>lEqdzkK)2d{V`ZC}rB3D_JB` zw*=G=%o$GS3PK5)5{byx+=a|NM_!lKnuS2GZ$>0~JeBjQ7-6kYL_&uFcoB6M%KF#8 z|5#C7oqVH^V?)>S~Xj~F7Fsv{(z=kZof#E4Rx8`|a+ zG-gy~L}=>JC`41SE(BEFpIOz%lSmIut90;A9fZScpkjPa`^_e`ZLBSCKn9#(59Sltk(2)?`+#M9$z!`|3 zfq}U&u4sf9s(}JJq)g$2U5KQR*}52p;Jc2!;?>CmN=I>+bw9!}X|^=<(nWlDw3Mhz zxIH-n?kZiT)^$dt)7-=nk*Bkk=3{SjZKvwMFgOBg9rr#cf@SKLx@j0&TNl zNH@26o|{xbf?@2>4~27w=pQ~5W*WxWoG!DbKuD&|A!$IK&sEfq`<#fQdnDS5Kequ) z)YX^+fJ3lW4UHoEx?X@FG4(0C;I=k(4UxS0W}XAY09|HcUYD&DPfU(fMJZsBS~mdD zxve?&DUgwGqIEO38oKl{A2iWNzgV+v*4<8GfcdOlA|mR$L~*mK6tWWlwPg|@bcVUv zyun%8qHuNS0V4$i^7Cwl?o0^8nU+3sGt->n|`<5OMMc5@S|u59?ln?91SbJ>mk=^~fa-er4xk+sRW)oq%FF23wK4dKOM z_>C{FuXpX{5bLo2_~AUSB~0&rtkux#ZU>OKUEcc2Y-UoROxoJ%seyUu5_qmlZ5IK6 z?ka^YY}2xw3W|37NC0)MFJ#p6dReT_i z9T56HwzYDgF4KBGGk9$PPW@E~Y{lp2nJfl(u=%dEqPZhk)LM;*CW_9>r3m>KKfF49 zoaU#g8)BEUn=FqNHKd&#uDaa!mvg)SaGFk=il#1K9lClh>pH2Jiu<#-5@ERN#~1s! z$cHbVw6|Cp(|FQhk-nzy3FV z{nJ<9{oQ~12dDEI=7t@X4IiG?Wz{Z+cxZ~eFb<_|vq{!f4R7r*<5KmLcm_v3%?JMSM`DBlv#0iF@;fB^1}#2$MZ z4(w$2kK2%QPThm+`K~S%QqpM=<#1V6QECNZlH~L_>C>q>c@qj~@)3UdvDSqzA>9AN zpMQ9NUbdK$B|;PwQ3L_;vG*b4i$i~P6;R1nlLp7D4ox|e=bn+SMoz(Vj9L{O8DcFi zh(flldY-*BJS`-1d-rj>ECy)sv_4L?uG{b&+0F>04nW|h7BU;ax>aeAgYREwK*Ul_ zNH!(#5JKPQL`Dvm%QP*s7a#lF)&dNXLm1H9t?EDefBdI!{@{1#`}bW)s8|(iF%FT~ z3}hT**GI55#5i9X1sul?KTY@Qgv&_F)32j+N2p^Rlw%Xs8CyJ zP^rt*C&pISwZPJ@a$do@j;?OHQtG<5wRl34pd67ncKc9^ZktJSPI&0J%_>oi&;l&( zyPjU{(puZB-Zm>B&T;6O0;nj1iu-r2ZvN)K`(OKKzy16F@=rbjV(%DZoEkix8@Q#6 zqT)z|zzBV$o2yaVwyZ627&^Rr@~zNR=FdLAJ?8j-{=fgTF5h%f8KKT)KO}BW&0-+f zbR5FXO)5?1Rkd0dx$B7yx5$zGFeVWTnb%2Y({Udt@w(CZw2?Eo4g+b7R@BW>bTDCH zCMeR7k=Q_~RRsWbZf;~yixasKH-mMvTGUA?@O)RLN=W490JMryKt^^nRZ#U9fXqOB z&wkveMs_{Y*LT~gVnv#Z3R0~u;OK|}(NIJIfr-D($q~1vYUYmi>@+X{gJ;zN(zmTh z0I%vuzyjb30Jtg;5VYsl*WH1Tm>tm79l!*Lkoa3JhPj~u({n-w-SK(5sIGv708I_t zDUbppAnz zXAhe;bA=dC1nODIZ7o0sw?lVx7*<;!PsP-7c8Z~CQw28ygy~YYX6oFdKR?mBc|cc8 zo7Q?>+aG^fiijEj#6*tJ8i*0Or%c_DEaNs;rg(eUUA^euyu97!_S2ueJ)Kr_1G6rN zQdHIce@y+^k1Xw$-iNK}eIp{Lsy%+g8G9yWvPns%WE&7n#@^Jd>-(?2OORd+d=NCY zX<`Z=?=ok2db};gu5&e#)_XGygEXK8ma5GNL{@EH>{f0RNQ?$iE0ACha3`PLoxPb` zeRbf!@RQeqsjThexqb`%ec{qVn{)A`-){q^1JDeai=2S`XMh4}4V)Mj9dGGKxgyrTuUiwg4@L+*xjSSe!r_vYq>>PtM{G;M($|ftDcuO>?l~qDeLC%8i0g+dhonrcTE7;oW^-#xOA=aB6gBr&0WIaD_((SU-6wZxl@yf#znh1h=u*}-cKZzKZZN;+UORKtrEBfe9j%M@ zn@eVIzyl(}^>GRF+gZmU-TmNndAxr3=3H+$4fvGWa3C}e11@-ZoZ+EdANBIsO3~ep zUcWg2!Q;bizLnZs$kQlK5369>y_CA9%lqYLUpyk>eM@C-*Q>SG#&KwKr%~MzChTUH zb3GT%ct)im-8d2(@M)XbE|7_X3Oe%qWLM7YugQYyt{YU zJ)Ylxb-sO^yR|qD8t==;vwr(=DbfCS|EvG-U-|d`H!xrS&VTm1|M6e@+dunI-!I(4 zW9u-4KT~hd5-wN+mKtly38=2HTsyD@^=h~sQkiUC!a@lndc@LiE3_I8-5rM%yvVw$ zce}XIZSAW~0{esQGM9O|8|gU4tK;~i&rY8l$I~ef3F@NnzrC2JVM0#BQta{3w8dPy z4f6i!1_9N$t%eos+9Ik&ST_iM`gSeW9_E6YxmwpIfX7o_d$S%>hTSeFNz1L*79vq= zZOzSH7!5eoQUVXnoc2@VfdFC+(*_vm7DJ-jbrr_lK|&NAdeHz{9xs3V`2PbZp_Im? zX0hL@|7yL%h69ur^PrhRfCL|BUjdmI4{01h$`5YB_i zlpZg(+XYD)Q@k1Nsi|c;{Zm>U2^J7`Mo$jYR;)jRj%b!IJA4f`wYti8# zrf@n9;eIQzUK=DrNkih&^qSb!976#`cp+0W=BTPnaXdlzpbArqK(l~|;E1hX6d*j@0wDmww~8K! z4Qc@ZfLk>I1pyGLKT|UhFbwb+WEMzBgyBF4C=|~dTJWvS8{xV9ha&<&pKG$1ak~XT z1Vn(l2@8`%cykMP#SVeOOhN$&9w{YBk_K`0vX(&Ty@N+UKp-MM_itfDfFmH11t*L+szybKj-#-29+ob^z zQ+lWoKmjSW*1;TVfEgRW0C6|rka>rc#k)#Efbizzuzg7V^_~tpKF_fBaDZaqjtGA3Pb$x347t@P3_c0`#1^}@@PQO^~@vH0U z)$Z_mvb9{#YrD3?tC3Si!G610^WFolN)Uq4>oKY6Re zjsim$MG9vEQ#X%bPLanknxe%pAdt2OKnP@#h73|#<00mcYgYoO?nD5?j^^2jyj--- zHXZ$NnlR-2ROT7$+AaD(FdgN^506%Dd35&()cs*BOMCw?Yv*76b3c6fcK7YqAHMmc zhxJ;RVBCT1rCq$X81~sBU(d_Bx(7Dz;gp%jyO2S?`QrNK^Mh+!Yh30wq^TM|J!oxx zx96Y!)@fbp`GY0bbcnT7t+1O$G@F;w8$xDrV#aZTu3i_v^*&C+fRJ~wF$gTsjLf~N z&dr*l8|TR_+-i(dGVnZbE#4M89%VP;kf@e^xpj3MMe<1N+Kb}cwKo4>{4f9K|Hi-h zZ~mA6&F}u7|D*r>Pku394cCtSIg*Bdrru!t5|Jngyxr3$Lw-G>hjtIgVX5xGjzJ@$ zMeiVNKv5b5MC)M9B>R-%S3Wz8$nW1R`vWK8OqdjY{K@VoKi-4ZdPA}J^bH^P8-z#cz{HpW3Hs{YLon`+`}4J2*UCvU<0mhN z-N4cPxX)#&g7D(a=pNDhy7X}rN%(Zu%T;B7VWg3{cVmp*B>Q6~53K=#$OsW0>W;%m z%uE0QrfqBN21IV%i7^6M=y*!K>*d-aXg5iV8jY>Ten*KR0tm2!qazWUI)np(YM3Ik zbH;VH-lHRAkzEEraKkh(k2qf&IC4S^>gF6c5Dow@?$Rfp?#I1+{O&qG)KXg@1XwBF zg2tUpQ_}9YxvA>ul=l-+fVNPJVJ8ny?Xuwg-Ql#OT8dj-n}0l)>6F%HwZd9#+%d2` zJoVoFQVUSt@AJU8ANb+AEH@n{+D&3>>?b@NP#b_zW;-3Ymtc0zi~s?G#yQLB4%RiQ zu|udebiX?dx)ct0^=9Jm-i;aOOG%UhY22srAff6NQ$ijv9P%Ko^aMQYMh%}1T(0r) zV_CI)e`to?PU;%RyM35FKGmnkl`~EILlU~J#hjM8MR*?BA*zBKYFBmLAE!V6Tfb6P z`x}4fpOylzKbaih!^gTTT}J9^w^fGH3#OQ$(4hX)HYvFm8_AKlmHX#GJWdv~>5p6>aB-$hr(UwU7B-+5V&%$qG zi3C_UKDQM_U_fAaY!_{kiJ1T?!h2OUCjwzXCWx@^W(FJf4jc$KjHL)k;*^IlcQbQ0 zRgbWZXF-67$P5r}=Fcq&+jkC|EeAHS21K|y(TFg@0}u!yg1&z-ka(+TK-$8!glg^{ z=Dyk0pI@p?gSv0CMgSlrL||s-4U~!D&j&h$P4e=V(0i7i2)JcT0zI4=ktM==>)M=% zw#V5bAPB%h+ml)cGbapTNQ^lld1S&VCyIEp&wt@pKl`=MU%&hI-IrfJxVIsN1&IVQ z2~oI(10lZpWdEB#`O$K_e)-iqubq)Fg&D8|GPGuHc-kiis~T$!BE|p|Mvm5ET@5I5 zCJSiY!O_g83BiL%7y%=4W-tKo9^e)v(4LDyLxeCQ!T`yd6C!}642d~BdM81;zas*_ z-E6HU0z{DoySnxu=9D&Ig-Ck-?eoCajL1D02~s9v8bnIzUA0zY!C_)T#=zZfU?laJ z=ca**QO&g5yf`OEfzqH?SEt(gZkGsf$|8tnod{c3s+x-3__} z3NyiuoscF0k?2YUI5*2ecY8T8{q*f{7#Ljpo!|Xp+S9-B zKl;__ZWpHYvi7CtgcdgK+)Az5neuL!p!>X>-~ZyB-c)kh9a4FkONYD9UzE%0y-DxiI)KbiZOruI^)%$nyEH$Q+qp&sbxnD=JYKKYvOf-=zP_ua{^DozyRRPRYZ;O| zl260KLj?s@YOO@7YLSz?JKyp&Qt}RHSL3R?`|0svy)`$BSFiHv{_Y?AnPg_>yy?+od8?x7#fQQ9lRKKKUP~;^YR4Yr&oSfJSTS2OA$MBlxB+}}pMLA}7k3kU@y&-1XLY9T zC?tj+9J>P%^0EX|c!UtXy+8c=4^E%HoUV_v|77^&v(xqc3biGK`$LMjMW!1Dk|*J^ z^vBC12|a#nPGQcs8>m;$cz)_((41OVj(|WW27?F#R_)|~?jcOai2;0Vy%v8l!cRWC z`|Qm~=;wzUgXI*5eNH0hhh@37aZH)9cXQL-NWsp4p`HRP5S=pOm}PBU5|DtJQ4$Xr zGDE;R_fRtPVSpeq(>w?fBe-Pnt^}A^Tp=eS&vP+r<{3daX9|UN4iPeNx7Zz0ZGqs! zfFi^gkU%gdMi$oEhfyT+x@r$>9T|}w!+j@s*biF!fH3USycBgVRiAEkt?psd$iy-w zA$C(W2Qw$&(`o;sAKb6&{OuQK2FT<;d_78@dh;Z3F8%(K{d8Wl^6^9wyk1*+F^+p_ z7VYJ}6kYpnoW}d3K$x~xUfg*Er9cR)zMF{9v^P-@o|uIJ|4; z`yHfxetVb0?cSvB2*`oKBbA%?us}FY6ER+wemN_RmPbS!mx}_+>rbcarF?ue_$0r( z*~i6az^@OCUN&0B~Ic(U_^M27rvF)%T-}6ssc5a zuz3~&4-sdA`ecl*PEEi_-9n^r?Nj;1PQ8G})JP>%8ViJ@DYEf@s&@IYZ)jbe_ zDBudrG!FdmH0Mlt5D7jGDNlqfb?$K7l#jOp(?}W~HBTdv06S~9aoUyIT0>-5?l8Uw zXY>Y_SzqS-lQdpdpCk_>^{#hQhJZ1{G|IZFwyqHj`pL^Fd5oi>cTP#2N<(*YU?&{& zt{bSMwx-sZ!a6V$C0)k0Et30)3?wq(+CC5>suF==qQRhYG3mtLC(TLyLPMYc6f>7adIU9{_fkg`E?Kg=MW!{>2hALkBTVsY;$>VrBb!k zGG@_vC)3B-T|8rqiBjEVcKr zfBn~gR7)?*+AN-K{qbpeyq39G?On~ASu<$O!=pRYX2=P_tuE`;f8*t=zxbDbbAN;a z%e(KE>$P4N8^$~wM0;p4)1I@ucrgtWV|FcPNp$}@G2b|Av)Y<3bE{zU61~E75WJXm zN0M;$U>3e!d+8`SA#%>ah+HitA4k@P;g%T3DUUmzXT9CpaO5{{r@OoTcVAy`S7f7I zj%cMVu&%Q=TGy8MRC`?C-C8q26v1A4H$Chm9BLy%7(^1GS>KQJ;+P10KM7#eqFy4@ zg@u3|TqHRKGnhGSK4gGhMi3rGUT?Lmh%HEf8K*q;W#&QBzNKRsZ#)FNKAn+Oe8tFMm2vtFA$Cty@GOzqyVe}M8pD$ zqzbK?0R!U4b4kNh5SJFUY3Y1-k0$H7f;AY%ab4AoUfl29RlB`@F|_8<>*+8>!~%NE zz^PB{fI&nshDEr82Pz|=g~x8{_6WerA}4haZKcW-_>Yg=uYXhv#9%L0ft9uf(B`?MlZZ@Syr*lC%4y=f|anvI2? zY`&h`ZPsRynG0yRngUK{@2pM3MPuOF6M2TG?G1FJ2!B?B`f z3hwv0m%g%%19OIPa1y>!dhGQ2rM&qh$;c01)!y;+hSyVSuOR?0T@7h%{_V#;SFc7( z>H9GW(KMxikSw>-*XC>Z!)mwYi&_V$0bK(LJ%AVksdq3i2W*JI-~eWuXAYfU(=N{g ztc_wB-)~5tZ4wX`U=RQn4h{m1HyqwO)U%@ z+$;dV(YGb-CX5k)V0%Fz5Vq~}vl<4ZXd0~tA!+GPYkY%+004OyMVpy|u&31tH6t)U zrg-{CKl_6(&)|N$Elh@hp+SPWm^sGM>T1kB4IBXH-XN&9Km#N>eL0MMJRO*OoAQ;T7MF*71X*GsiTIJil3wAha{G)y9B zfdSr~8PP*qgd+wpVL0{{5V$Vrp+IEa2cfPm#6Ykg=5vef(;zSLg6n2m`V}DSmpL*Q@^QPu~ChkKfJLr)eA`+VygK|L);<$H!e- zi=n`}s;(g^y?i?!@9v%bdc8cJ7gxA{In}G8uK=AS#d%pSHD#V3-PCf9Z~pYrJE(yH z#?5b`nT^R$ckprPqJp-5{O-0{Uuz9Xkq#EITx2MOor-l2BYp=Tl zOaeSoNU9fGO50E4s}n7C)f!X6GyuM>FeB7=S!z4@)UQ6ff$g|FiesYC+gZ) z(P2tJ(Mt@8M92*CD1_{4NmB0?jwsklkItXJJ@wkOqHr1xNd_)6B80yYh`}`jVOcc% zzI8PRsJgTVbRW4Cfs1lk=BpB~a>F6%?5u+xjYo6?v`b}1Z4JdeY=Hl%d7 z=V2sH&f~CN`}I=tMAxU)f$olJ*pn7Ra3tMNJP!2sMH)t!vmHkqnU6cpq95O%iHHy# zLWIjwTa9tR{pPS#y}!>Xi>}@Fygv+ghoP0)D~~x%0(sz^>3VC{C^NNYc|=awD-d~* z<{`HVNHI*A5s3hUz1ol{IvjRv5Qu;gZ(i>WEG&{By6+X|D>Abh$Tm}9=7P;%5D$Vs~OvKDvj>ZLVc0Ve{V z_7V-W8wzVgxGR9&w5bsTcIc+yqzcH?Ze0y>!nJ5OOyVBkfUS5=9Ej1K2kza5JdpT# z?E-XqF_g7GUeyB|LthF6^bQ&@Mh}F#5K$w++b!q@;T(qSaao#$Q-ZphDUeWNx22m~ zN?cn5A|mSQ0KfvO4h~tOb@1T%RwM9m^xJy#kPiHGX~W1<#!|yN45#V#)KdhFTrM`R z(Hu5iP?ny?#2L!!KzX{0$B*r>pD^2W)7RrJF(!;WCW%1AJf&KVb6RUGi$bD#jk#(K zP=MkwuZ|Q3(H)vaHD8-wYo8UWMGIdWEXDhCn-(~L1#N~M0&)-9xcv@+5f}(ah=IOs zU_D}!F8~<+{roB-0Koym9f<&mDG-1Hw+;Z?taAgOJv@-N_XJ{#6gY%!6F1zxDL~L}5kN%UEFd^MfG{8k0K>uwf{_Lu znWbyl!Wa=j2=31-=7cYh)@u~p{a`y2Shk{2xBcy2$DiIx;eXTZ5 z6yVDe1js^|kQjRagm#Zmlx&LL3nY;q;mtClX=BP2u@oBsQj%*k?=g<4tW8F8kf+(r zK@uDfcsh+{zFt+;nSD1UiKrS?!!*o6M&^Krhb5()1o8S`|L@()+3(Up$<@yF6Yx z8XoTi98wx;x30!wnJgt<=ExK09nFuec_>>RMyOGj{_>Ok?zI2z=VvpX_VMPk@%A)d z-fLZq2EMybU~LkS44!CrH$1*?*C*Q#!~WGcj8WG0@ngx7y{Y#O0!%|~*cz!?>uWbx zv;Ap^Ii?J2>p`#^vjaRmE*~Ch1ipN|AG1BZpG|q%NhHz$Z#L%PX)bfD<6-w|Kb;0P z^|h>vQXrSwwMXx&fyE$A*jA7LWOtI+r*WL{FeY?cYM)pR2if1_^?ZB(-ccd#jfml(m-;jQ_Q^N)V>L}UKL-+PRLFF%31*OQrDzMC0jm*oBh=R=}E<{0+ei%-*NW~w+& zDea;zrUhh@X&Mp*^p>YQordMwx`u4ke*(R^D+(bIPRGQ;typ}28JY${hF*FtW@@c8 zB&2Ye7=TbYXGU~p4D`TQFR@*Z0wJXc07O7HSF;`vj7+ACJk$ms9{XIEb-nHeeRIEO zCsV5}TJ33|oX24z84(--tQ7-bPDyJorIrT!)9%fuFZQSD{VzU#^|Oy=alD%jry;`o z0)#N$X8_dd25bh*EIBAyy*Ae(de)-~QkP3Eq8s^$KI6`xjF% zJbakzV$&`i?{n`uKRE(U1Knz}X&MeG16xQ=7+|X4ASujYxp@#A_j0_?h~Nr! zG3_m78YhN`TD%rB2x34+@37yeVPaSJh|8_@2E&Abbh-4V&O#9G7GoBqKqA*@8VC+R zhGb2N5d~Edw)LI*elO!BBnW}Gs}bVyp0vgJW@~Xq;6!Foiw1L$b#qf326Dg%q`<>Y zUcK10s^7hPY6>KvYB>or34?Zbj{pmx;LXwqfEb~)i3b9A%#5Mx4l>~8AQR-2*}_uh zxq5G&h3A{4(T0(%ATYW?8t^c1X7PyoyFrVuhIz1cfw?M?hr!5j+{tdhJd$@Mq}n1J zoWPARf`vi>0hkdH9N0C8H=#mZy<0T(WOCL;8Dbkg0dD>>t=+dRBVt6Dc@l|j!O92$X2yiyyVbzl!8h#^0O89TT_H+Y5*AF+wK*K z(2)qYx!%S-f#)5u6JnCV%+z`WFcTtKH;3m&AvXi?u8s&qWag3>5D{2a-5emEJ5nLQ z<6m$WZku6nci8SCc!suk{F$Tp``hMd+$0?!KoI!W!1}!9eQsU_M0yUc5P&-{Q4k=& z){Z(RKJ9p)Av;r#G4&gA-o_R`me@K%cA-GubRbgDuCO*_LIfa+ z!(N#3d~2n27TQm|8<~)6w{_LtUBQ#E19Sz#kf(3It8-nSN|05v#JpVldC$_Njk zrOD1C^E{Weh5|1O_oma^=`a4Pe`PPHzxmhxMtAt^S3Ya4FZJCna~S>Nj~}D-0Nn2w zr|4C4LXBRpasPHazdM&py1N?)@%&-7*48!y(bD^J)!l&8K@98l0uN_BUl$L^34i)4 z_b*;g-z*>BJ+@(jM7amP`|j!eL%ml0{LS4y%Qx@N>r6a&k6NFoH%vo*KQDbKzxLa| z`EUQ#f9IP&`QyL!U;fVWR4^#zw0Q505G@_i8(*HBJ75brlpp@ur$74iM=y_uZ@znY z|J7IEH4)w45peI76Xe$~aJlqh$^el#UVb92x~@7V8V>nxm&>X@e!D*&$I}~V+M$e} z?GM0_Gsr;E!JDxlLE7Ijjo>XIP?{tNcB4%9FZOTVBJlOYSMzu8yP9;ZYg=Z`Nz#CT z6dk97^kM{op|xlh0paD^n82-@R6rpQ0>P3P2*3~nhEaeafKW&~ zBti{qjR}JiNWwAmhIB@gH!q~MVYwbD**HmJq8#(n>V~^RVj^H5A#=3Sb?3u@k#N1$ z+Y;@hn~o)>Hu2t1$=b#+3#JMNAzr!;c8 z)t34`u{Jo~?T)8Oo3FRh)WZWiAV8SoNFc#TLlPP=k%KupP9wQP)0VbN#;RQv$w|0t zUy8Zmv`;VZ4zAi3NAx^mcL)o0Qv(m+2yi4s*`fj-sy2=27LLq}-8=vd!WvTG$N>(B z92kc-I9IouZ9A9cs>H+qYXnBL;$RR25TMl}$jDO*5_F8Ug(>#cRlOTFrD$e^ zDbT>wfdPog6j&I*OY`U`14fUo-YPPC%6wgwM`??<>a_u27$*D~7t( z)oTk#Fq^j;-C$rmoYMWP)8$g1zI-Sxgm6sM4790vAOaG)g=DZ6+9D+~b8}}Czevwg1jQL9Vto=FK}tldLZ@y7%R40C!o7yu4Xag*Jnp<_pg(WX}18)MY6J3=ohJQ>KkH zV(zML8txddg(7ehlM!LCf$bv@%uQJC4ySFm%G_IT-aB{@)0i_OH|-hkfeEK^VxGh?&_oDQb=$NM!1OsLg=@(cS!)nhX5i0ar?Xhm^PfZiS z81!P`moKItzuDc5<0Q0P8>Tp%$RXZ8tlG?~QzA*YxfFmPSe|CD5hKGu*28;XT@?d! z!g0iId|R}c0R@vw0ypdt-5j6IIzdcs7zhqdLe|tBQ^L^b=HP)$;Q)aF;O@~e+@o68 zFrcMJ4+?;#26Ytx$Z&s>SEupFNF2LSHYv3~j>}wohm_4BTIaP{4|7jt4iQM19v4L- z?&cndoU;c&6cRxc7sT*QghoY_7VcXixTZu|0TI_4y*edF#;yV2s&3(c&^@Yw1-M!g z2KP&AgP1Dy4q(1I@ama60jh-qt_1`8Fr?lc5oCTmFHhao##8$6zUtEJ3^~E!Ro>kv zVd2Rxms=|krluhZuU{QWg42|Qm$?qRoKm_xw*Flca1#6RuiW=)Uw?5)DZlwVBgNBq zbuK0Zb@l*!_342_-@Thn)9bs}Z(iJe{l$md(`^{XU;NQ`m-Dr+-N#sGeR_lxecV$B zGwJPvuI`wSc_*p&4iSEMJw3dizxnpIUhDA%-M^IcWv-1+#~kFXMrr z>;Emk`s8>2#^3(p%Nd;xqkCVL#?f#(0JPj1j+7`I?&@FutN+^n_<#CWU*Em`r+@eN z{;R+H*MITl)9Zcw`VUUyDd$kHc6>R`Yhy{{j>9nTcsNO)QI~#vDdT=b2fu^QK125y z4uLR1rSZrtRF!)HH~)2D23dw4VlYgSA39ue$; zD40@W0!q|x+TGXIS%eN?7AWX$S_4UlBY;3KkJ5{_4j3FMhTR~9Bp?H|xko@6f(PDK z5vACCYi7ncOe5uiiP1a=g2DsU!P)U{$LWxfAqd<(kHSbi(iUcIRlx(Ai^z7|N?FE1 zwAwl^U0s{6*BgXOCMWmWT#=B?+?7#~356jtp=xMH!fsn4H--Ury9AWl+Sa8`+FEqO#4%;g z1FBoC0mR^j1R|vB?!<&cqHX~IHC$V4kvmre$SmsU8nHHSs;!uI01h$crruk51&c&O@@t9+=>#a47X+-P@Jv4Azd4!?HHr>F*VlAF1zIj}0d|Ynr@e+nH z4V0KQqST0p=eZzqtU(9?XujnexoucDiw4FBT}j={qt=c=X#nWd4b|YX^cIvd-t7ch zUy2bp<;Y{|t3O^kB4g)x(yzX`UgoyHM-J8!#{-QFt5K-6qHdapAc)ogSD+1+!GI1H z&fvpH?ydpWJUoE0%?%ueks~M|5TjQcnMI%r90$R$TKtW0KVnfhAF%{JuKsSto59l> zm8gI(Eu6_Yf*=6hA^-$w;9)bQ0TK(kVR~*&kCf6d3`il&ofRRNSdvWBhyYzX0|jv! z(|)&~rio@G6zd&4B+LDayJ_6H`MS(cmuqW{2!?6gjk|eSN?Bb22m=Gch%f?%#7Gd~ zuGV@-M1aVNT^$*B)AZ`@)%of1x?W8q99R$uz+hl$u1HLndT**0z6D@O&4h`G5jnz5 zBLF}UJm9$~W7{Kd<2?kV&;Se+VrB#gce5=4vgKa4HR^Lw7ZPrx#(?h~cmE=%DZUqH zTNw7wl-e)<>X&!^3txV}r3FB+=oTGu34iSN?JvsV+w;pIz1^kzJpSahP^v6r~xt-3k7EYGe`&;Sev>-Vg!bq$<(WPYtapi!aNYLJ8npI#@J`L zKinNg4C|_JSzN#ZV$t3jn3J#84O;7xAnkHlajqWfV?Y3@I>xpd4($+*2$2E85Ph5D zk_Z+9uVLnZ$VjC*HViOC3c#@KlZRd1)Sa+3^FTw0Ko4>S0*oG|bs|P0Kxl@cFr#CD zH7ACg*iasC-2;Zi!dZq1Yi*?hVn*oW38y`!9jgVX?GyFVtttw64Mrq%4BqXBzB<@& zI^BJIcfDL|l$Hkm(T~RaWBO)UvEy(W3AvYM)?dCzW8!!3uXm@tcXtYPvl3tb(bwO8 z{nf{Zt9$a=zxtDRPv`0zMWPQs$DdCK$J47x@7?z?j5}$xoVtmQRY|*-0Ira7}L0XZ2zzS;{W|m|LBX~`+L97I-W*IXst&to-&8X zT7!hg9b>lt!N2w2|9AfVe-~cA`Qq<=`G5LP{y%^7zy8Cn{u`eT<6g70yJV+RGPRM@ z{smhgJHL39DT61bd&)bO9JFl#9ML(AoOd!Fl2%<8n|6XD4HI`Lb!n(Dq+vQuGNm-+ zUVC2~s_J^Pc#mr3`miq5v=3w6zuvXd0jN|DHDpkO2<#f{C<)4{p+Ewynkn#r-qc#; z5qpbuRc0bE8551{-Fw@B03Lwrt&afVXuYkgwh9nHgHpBgk+eGzun>8G5)y}MtG(8UW*&2|hEB-g!f_2%3*u=p>11Gi*+xhshT-iYs@5qr3bDUXq0KKsMXRy24T$t zNt+WY3b{cuEj29ssnij9N-QZMLPKMr4TmHG1hgCJ{xo7l1YE9dUOE6$qVNa@rr@+K zDw#GMgpiw;Zl#-$2vJIG;cDKxS9Jq44^-3QP=;kTWL#oNbnm!`0TIzxgY=D@BiLqt=^+F(|}g3 zISm<`#(P~Kisq5`$Nl=$iEP>rEc|rqy<4m18as{cf&w*$ft+w|nuM3R2~&?C2qX$M zGvGwpEoJFz(SMBQ?%YAXc(U@^pb)i2;lfyy29HX{xs6VY}XnU;#_c^@Y?Ls zLy4+tH8ezK)^Jx(%<9%#2y+&8MnVK40Cf*W;6WgQh$Eu43J~rpiG>&i1FW}}CCPzn zZA6$jB}v4{NRhK0cB(mx+@0>G-TwUacz#0d1`(Wj^Qf6xN_j{L2xhISJtbi#rc}Lq zMD1l>Z<|L9(1#%*Ky6(_NC*N9y!MJcwnA8IM;J79L2DB!#LN>z4E`XU;h3v zo=JKeU}nptz%RK^1OYfJ&qg0QepURC%O9l01n-fc>(4Hxf!_|*U2 z7njBK?cMb+{bU@lzIidc7_qmW2PVWe;3tQn&Kc0tM9iQ)?0y@as(UbVSq(TGqIO@Z zmKvp)vpYpmJTHE2VID#;jj|tkDe*xaEEpVsju{N_Qeh3Z=YWc!y93`!EQ=ERanD;{ z)G#72UY01chT#2fFy*WIch`=Lr^M*y%?QBJ69O0_5U1$%d4Y|Ah%Ny{q#9-s=pq!3 z2rikmySjrTS|CDiTTclX03daBgh)be5r_e(ju=4_6dV`jpa7xS1Lz|HZ? z|L4EYB!H%7^HbBc(QZi7{q^x&9zRS#!{|ip%-4_0^`URSBdyc4=j&C?nAjg4YioVV z^y0{j#;V9#QA3iRh{P@L-w|5WUTz>wuk3hZ`zC1N^1M}%L z?FRn%VVM`+AMnj*WZf)MsZnm4Gu7H!v*Vlb%?}RiWB>Y#8oWDw!a(@=;X;VJfm611 zDfPnRBq_tXqSg)++ZA5Qbl6K-S5+F4NTMmh!+HJq*wzZKUhSqGSTCl*BYilx>lNqf zMH@)2E2yGl>#kjKjVQDRNgD444=C5U&Z{=d)0l=S4U)!05aqhIW$CROV;Y85biK^IXqfGe z!?>G}_cYRC2d}pPJxn< zGY$KJB(HOAt7%sv)N0+-dr;7@r#uiCxdli}r@WtD+#cI)xpiwpMoI{Vm#1bHX`tRZ z0kQ}t*XFu<%0z+zWEQH74#Oct$P`=ara%eYZClR`6JVseXldO8v+%f=lsS}Y=}g$V zBU?C{#<*iig21hXy8&3KO(q(LiMk{D>25l{y0eCl?=JH?H|=WPiUKhJwNj^v!(!t( zG1Ih59#Gb{7DoV}NCG)0>s|_I_vwHrxX#)dh=dHBm=U2?GxhLj?t#1(uc}0NocR7Y z-XC{_alNgj_Uoz&loKRQgW!-QNm7mT(^{&gkyyyOApoEuQ5b~-K#(91srtP3TDPgA zjAPo)R=sIy9Y~tFV=Sv7z&PUlagw0N^ITQ)lz!#&H)SqQ^RhXt_q%jmR$|f~>k`en zLcc%kUmbTu@P|Kt>`2I%2*CowM7SGUXbUGo=CM~(Qo!hI0Qj}p!0B!;!G4>yH55jG zU;$*BYt(LY0~*lGwINZU<0yoz*V%f9Vd5$CX(wvlEzGqkd4Pis0z09BWys{<^J=vL zBBU(Uqc%lB?Z$wKaY`{wxvx6y__pe8MHl~gaZ%~QTU%R>i_^a5deULg#!R1AtS_Ax=xJbt_F_J z?zbcWjv&k_rLNuG)tumaDxCX9z7t_UY^AQHO2PnQ;MP<@1H!sRL|3zLrj3(A&*)$e zHAO`4?&uq%#mzl}h!DWt5ufRHISC>ULnh{0i>kHSw_pM?fron_Au&Nfxce4)-N?U; z&#=ACQb>pqwh6xt-?t%)iHHdanRyd(Tby>|{rR>|ex`B~!87~?5I2*AdjP~Qp9?pA zxG6|N;gphWmOS*ph$+)9aVE=1TNXBeBJ);!WL=In%AQwOCc) z6jP=t(TkBsp=sh#AS|AzxV}*cgOE}pq`=sM%m5T-2oWh05vqmyTtO0Rbptoieb&YACr(yhfzAe3Fc5Nx|_yb=9ixj5MGUTC&{B!QzEXe z?;h4tC}+$A{@~X?dHMQ~MksxrxxfGL*dM%iI30%H_~{Y6y?^TUhRfV@w=rRF0owQb zG);WE%e`4gD;;WuAiP}`bh{P1UYZQ)!&A|ZW#kwST$i|90fKwCX-6zL5|{;1BF@e- z5x;s(1LBM0c>iLQJTSwHH)CmC8@&3hyVsw*{_x@9KmAYs#{cC%{#*a-kLC^;AzD~n zxqj6%UH{Tw{Pgo*{psnGeI5?hO1)m$JV5hK0B|oECCt|7)qytjHS!;pr% zj0w>&52LOy9&rEWM4ZZPDYrR#uS;2%)l>nf@@m^ufxS1sJTA+v?hc3fvM$S#lDNgN zOB4_u+CmKwR3^?ss#e!pXYE~)u|FvQCE=y?X`kR`ED_CnS48Y;W&uE^5CH07hQhMn zOU`25YgcpC+JLCnjjQR+ox+i**51@x^8oJya;x1O4TxyHg$Q`4x~;4B8g8BwxH%{B z%_~l!uFEBa)9LlNKOM)sfB#|r`okG54wK|jRJ|@PiRN1;2+7=w+G4#y7_b@<5Rn6G z>wwfQzSR+xr6VCG?9I@aN~B6=Wu4X30cjkg8ft4fNgkP))T36ftCFx{L{$!6Zd!W} z(wA@V|E1sl?cFf^{y+W)j}IT_0uCCs? zyMeoFc#H&Ws%{Y=SZYMI-a|V+JH5j>&^=0V+EC^}R=Nc;;F$C2aM%uTE5{&bl3ht~D-K~3RwKr*Wuy{Kz&=5>a-$WvJ!N(+q|Xo23G z08Tr8b=tLV^F>RwG~w>Wc)9v_m&GYa@W-!SoCf~p;i)Ozn&yFfa0%Zf03>&xmp+#W zplj=`ML06aX;1r!8K6}FhH0Q-;HvTM+-h?V-wgl&x21K2;~+zp65dt_w`u?goUyqT zr*pO5(7PW;d~w*-(zKXrEVmYjwR`XQhrjslzxfA$`0#OQAlIc+IEkE2Y!J6qA6GMt z*LPBDZ?{=3NVpZXa8nHTU|^wPU}i+Kt%o!s%pufSXsI0#U2RM>CQ5=`qZnA})8Ltz zhzY!@hZ6>Bcry^e#Gy{z!7RGzI3Tih4G}pcMu@wK%;2*_E*94cbCd6`^+WZKC9V;R zVu>)IKv&zQ80G=6rCAx(6gv>3KU4kzpPNOWQMeJ|U~WK!&#OctGeZD_5MmP7KvPq* zwX7mc!URY{0MVOnkpd*xHm6K<-0xxQchyL{(ZbDLS+@?0Qkt4FQOay)rcQ!@?5ZTl zAc$b$Rc*_Tnga#|1rdcusWnT2A%~kVL%7SvBL05(1p(+AP!17^fSH&D0YzA{Jkyfh z-A#yuCFKN!9)J<5hJeE$jvyqPkq#j?HK}SFih1+T5utk^K+0m_;SlbvH9|@vh>%2J zI}xaT-^7LiUfs8Z+C$YAV_*QlFP`-F&o5&V*rtSTNRC_V*qpYI z8%6{qq=E66_{XpE=Xdt`i{b6v*qaRl6EP>up)wFKR@I5+)dZ!RdazJaHH{aEe|XRH zBGxsJzzj?A-?$s*YS-qDU=i-lWRRVS7(*m_Z>?c9eVqNgz+$j!1fT(i1`x4B?bfqT z34wqr3`i6~5X@+V0MN~m9Nf1EHe;9t21PdjtY$!g$hWn3fQV4{%sgdA+-h*eGZ6DM z3LszrxUJRP0}!hiAXe4h4b7*KKYx7$0C1nz;@yErhPwlkbhlwg!>)Od91gKRWx0Ft ztFgQPW*U{U+1l1mE*`Gc-hcV<`0m!1c0Skf_5Sqs6XyMQ-~H^L|HFS~jW07UtL~2y z5j0|WPe`it;e1t-zx{W9-pqP&RCt}!vclWXcl%wci)*u1`Z(lf@&2Kdq8_omx z9WN`?rtY0nN)w^@T9^Gqy93JTFw5NmHT3jy`r)s>oeq16!Fwy^ni9&GhQPxyO-b%v zWEoMIhe^^v%LSI%N%)Vyy8Pe%uYc!1|F8b=>jyGO01n^;V1Tou8GZKYXFvFJzd5|V z_cXcI>3r@V-yu{1XtmP>ZqN!4MBZf>2oc&-YqypHg8Fi4?qMC)Yq#o$!%*i%)!Ma` zvi90)Gp(L85h_3+F(H^?U%aUSwWr6GfW|Qm!vLYy^zpW&T?WUxm<*Vw;Ks*0$%_THQKZV(6vTcDc+QA1VdLL}%S^9tpCoBIM$zWMsY z!_&H(#vP_s-PKsI)b0+`K6SGVSzKGR>UqGtBL?bSEyBBD563Wj<`RXuJ6LzG7Aw@c zEk-~DS;3Z`m=rw>)>%tYBdS>24qrDWyCPB49OIGcfb6+dN@A5CW6yEzntXlad^4QQ|67~ zDv60=>r5XKvQtdSgB-nUgaNpT@UxxB2|+TV2U>tOLk|e*!5=RrfAeu!*SRIhF=*JwiD4t7=3&G zHURE+)3l$gl{%YREY*gAg|S1Nul;;8V<3ctS&1a2TWPJELogFDYLE9%`q%&VKh4B* z?Pib%(SVP0vw&L66`1I<7WGEznIy6M20&3~^l?g4Vo9{+FtaeDhhc94NIjzTFn5ed z62p)(vuf2I=2+DcsCE~I2DikE?xLeFeI9Uo?uL0y?<{L<9na1%AK%dtUTy1T@ja5uns9{5F21OkenFabWdR1i2Im>Mzx#4qQIL!N5kTay+2OVv@Wy+_aDV`cVAvY5%q+TxsYm$s9-;6^I67E>nSHmYxyJU4&#T_= zW47D9o1}~&ghc(HTeoBd{HO1%D zFiJSa)`bFtQ0v=~kv(9Sh8V!yQo_@ecT*Dd>kY5BY5;!%rPi&vLdVDJti4aCWNhQzvGod>mI@!<_h~P; zr9FOdCtItw4#SQ@VyThV{?GsL%P|vC+~(dbf&jcBVO_O#3rA==?wAEBA%je#>`o?x zTj6aZ4Y%PX1qu@Z@5Vt6r_3Zk6pDwFj62UexxH^%QO5N4N1uQG8$TKLC%x6Dci-O5 z4};irU<@GiJfK6M$NrE?cU|HDaX^m0{xl8QzWsLno&WC_f9

32_JKmgx^dLSGu zL45Ld{PYJCq)rKqA}HnKf%?@JZ?{51vX{QPX$SIN)y}A{y7YE!joj3Lz})N7y#tZg z^+soQRV(hS5mXkVKv!ph{XTbfZ5n~4_Dy?1;OTDn>h-H(Ot;Hroi7of-RIj=eRC?OdMer&P=uS-k#&o4YAH06o4aKky=1oZ@pX_VC0cp zl@mumtDZ8LMRZ$=FDr`Rv;zm|0A9V$icTq!o1&w-YeY_xg-oHTQwuN*pteT0@K|*P zC!?pQ)*>ukzPNjFJRoQ*rFTO@2$00;-kJe|hA&Mqs0Ub&URP#8fOS@sa6mI)!stdB znQ3Y25aHGp1Ua)yCbuZXk0)&1qW}Ufiz1_MeL?Q#5$8t#~{PxZXE6#^Wf;?r&Y z+53lg@8^fPJCI>?gkCg?xj`1-h}}_!DdngB;k+~hMgioJ*V+fB zSJUopcYODFX^unUF^dOaN=Bvzk|~4?cssp2L zB){9?iy42gj|%WqWH9fYD$bE$<3G$2(7ECi^y(25Q>mQc<)LCBIFTn zVWz4O5vm4(=D@^xNLx6F5CoACLul)EU?jJ;^-eHRgogzZY)lgb2Sm3(3`9pjB2w3_ zi51+o40vn(xi4a~*%@vF@~sRs0?anl@iV3l5s3sDdAphfXkA`H|6_@cbSARF$_%ME`U=;BFM~Hh|!ZFfuJ}b zfx8TW5!!v&GclOKlv%rX)ts3)YIEl33V2{nurB`Jdo^C0KdpUjHjcTsJ|r1aVhIs+ z_i$o_oFOF^#I6_#-92LmvV`ttfDtXoqb(+!rbFrq zZZ_Z6Kl;=6=Xq0Y7SHMpx5nv22;j^0e0%qG^u;;nG&ri3*-CZQG~|fztxp-D_U@&s zsaDly7Out2Oq+%R3Z_J$(awu2gnQa?Yds8trQK}U@yd!3!ZP2QDnvj^LJY25wYKY0 zZq*!#xzAPC(5k92U(5F4W5jWn9i12mxy^RHsG8T(_mhA}o)WRnC9DNv1TixNLJK2j zt==D&%o6G%t`JBd30pJoQJR}Wsjzliij~&Kk%2M`fa1EeS}h2V$8>kvmDblwcckO} zaGHjPcjr=UNW=rL>TA)a;jUY}M*@rbArJd$QrFg6nN@4B01~yu0;4r2a_#PrYBN;l zCM>wF-P8jREZnx^dYFO`duy!&JQE7Y%w!Uz07n*Hn*l&5NFo_it*ti=19M~9oD2dK zjCg*y-mW(Y97R$>WLnkg+8rVs&@l}{WAqh}uv?8v;HqkF;fM)AGMk#JHS?u*5$+zP zH4zbcrd1*HIOK3wvxra+;;j-ALLpEQnTQa=G{6uP!fhCXK?KRby#qm@_etW@J9&K? zvzGYLY4+yN8-(I#mQ z-J+I0?q!@3^k~K0eHx|KfN&Db1GAwS1b|ZnQ*Xe6IpeKq{pQ@wmWmF63DwQigfRey zlrFdW;WE#+s7^ou7^~r;p&FsS8)6dr$=laI`s~e@UwxRD7Usu&%9+o%_Bi)u(Zkay zZnZZ>B9=rr{_N|A59f;pPbpujSFH}wtLH%wqBo#s0VeEsdm#})Y-(%q01)7f<$*zn zaXRvg)8tK;rERCVwYnORLrSzos+mbJD16|^TN|hOGzf(!dfuFd0m0_VqHrU^G?GVP z$7qom4>|2pGIfQB01-k5Vzh8@Rt%s3#NM|6H6W7n21{dvSUk8#Q@Yk}L7PnkyAzO_ z0RRgjZ_JDchnyfMvcN;e?l@~yhq=eB@mOqDSUr~REy4)5i_9={-v&ys_1r^15Ih@& zwjKzA?z%bmnVv~#X0GZ1&V-VZS>IZWm!PqTg%X4OEUmxMkHn?LS}M{a9}1P+URau+`;X+-BmJ~fi(>`VIU?E+UDiK z1R!BJf^O$K2HqThjsQqR!~}rdGB~e`MMAUVC z^V#Q|Z@rDdDi=fPnDw z)S3A3ie$`8$pf`IB1|s^Lr$2zskw3{6b#~V$7ojD!kqVSM(qI&z0S-0)V)DzQ7jL{ zNvr_|B*6gB2eN8b3>gTmFA8QU`M48K7;4XJfalwmhQ!CS{ox;cdw=Bn$N6|S6#`1B zEyb!@iP|bpNGiS7ZtCW1ZRp;M5<_4tPkpl~2-7rWNn+Nu=@x)*b94>Lq*b+pxwqAl z5G4)AX}^6w1KgL}Tw76f=$I#V4{c@*kxSL*{^h{t zrF-j^b|eg~ljFb+oX&!vQm(F z)7aO(uXE2i-(&9`5o@hE#~8i$Mq#Y@Zq~jpc05+hSZmEbT5s*wzWCvHKYaJYrx3h*s8Xa4N}@9X5tzctf?|4jABP)Q ziq>s4E4_J(7%iC6Mt7nXGeNpgpwo;F@}5h|by0%deW_*zOSRA_MHjR5$jnUY8jtVR zFTeacnt%V}$Nf4GNg)TqnNT`a5#Z5c_`J)>X;Vm!?sYXpR%Tk3%5jKadnr)K z?vW|b9FdVK$T7SWsisz728d*Yo6WsTdO|3f!jP0wSWZPKM~~*RYB3-S=%}aS9#yfO zOFH2RqMCp>NF`2HbTN@U+BhNwSPT#E)`#=*p%GB)92gA>+5Sv4@gx8d-tm4w5pl?c-@b--&zRF zT=sr2Qi_6jfYd5Sb9ycnRqg3i)Z`e$kBo!}Qe9M;a*Q;{*YD52{?*r?e|-7)@fs1O z=yC0}*ixhrr%jfsF+x=;bTcXBDsp;UC48w`i^`;jDC?r6_9KdES;R~fsyYO+TG`f; zjAO8M4=6;JimAJ|2(PMwL?&%_&R!Eqq)V|>k;_Y(VT|liLZSsOH=1fS`T!J~^hn%q z*|HRn904<^!^)`IhpCzFG?j=T=N4&E~NlorzcP6CI_XRD}+2NiN>?NUf0Fv~_m z1Uj1>a@xNrN)G50pOBgNq6pB`CJ=V|^Y2Yxf$8OsNKwu7Ij&5On%Oi;;lAqaX{I7_ z_c;=xsHJ4OntDh?7E`2ppjc70Bp9ixRAGS5%sl#@Bdpl6EIEnCo>omMq!z73s6|!F z+}o;}kD&@Nl{a>rP)aeYMNxW=xyzk7(-D1sR+1nhk{s~qDNHrfdzI~7iBy#&?_WQg zA?Cy^6s3t4yZ=?xL_{-_f}Ey20aUaWHL5_&%rqj#aK4S9GEsNId%FK#%66x_nMqLh zlzxlFVFCf?`B%tVw5k;8MPxN8%A&Fst%|jXiBw{%vQ?=jTj3nzmI@1$I)!E_3Wa1# zEusRd+Jf1sRhA;)7+D0hFcT^WLYPHlS=GZuOjdK5R|uYog4qI=nJP(2EeZsP36>!u z6vGDuYt;m+384uLPgX1SPA*(Z8BU~(F#s?Lalw5rUQ~%_Emft^6RW{Wp-`fA@or+W zJe}&(n#{wm|NK%N&F)$*>J|I}1>Nq_6C}4fmfbdIb zF$9o=p;U=vdW=U0sVk+L74sHLH4&wm78}RV!ffOC)L>js8>szyfLYhlW^YBve!1i{{F+u z-}{?I^=6>0H5nP>av44ni^O0*LQKZdhG(tD2nh-I*27Q$sa2C2o=g#~^^}p`Z$1xa z>FGllbj@7tu`FbkMKI)cX-XHx?b8mZKs}NfnQ}TU%X!=PzVENu38IC&VLg{|&F9ZO zlRbQWzy9H`|Hkd(r`zS?4Kb3yQc+D>&yjN3V@eZ7%ENg{E2C$79ux+t#^&NT z?;(58OPs1LtWNBWXd?p<6cdPy;C_tZxhxBS>$UY}Ek^74a`jt_qFIZbA0F0ii_TB4 zx63sYemSI6)pR47P=|+`?CEXy(FF*msG2R3G2=q9k0>Ui!=MkR zMHK}E*^W3_z3$^UGBQNDoZkQP7k{mo{`N0_tCCuDSrCyHsKv?&oOXvw5f1m!Q&HAU zYhCJ6I!7NKeKvq+21=Q(jx-Zpp@JBRfy_|D)4Qd)?^l1=mh)p>s~LqXqFIXx>5k!9 z*YdM(zWvo7{QC9z<>mFc@6AL^DV_)zLj+}2P$K9a0M^Z{(g#c}ldXq9MkJeGb`DQd zE=5j7Pv>^ zL8kz$1xqQ#B!GYY=iiMO*On%>(LTK%pD%|eoKTZemCVJoh@_zTxc2bKfP%OjT}9GU zf=f~MQNoz41`&g#53kOXiB^pWDN3R$m3M{c)5|OWd>pUcRJN*%iB~HsTam@ERaD8W z0I`~!Pi9aRW_S^;#fr_obrgjbbr*38;nEDE+8K@;ybTVSysidgpNTz_PLKPI#@a!E4h(u9+I9XA&6nX{&su4b16!Nsm zBlOG7n)5n%jr`R4agR%|Pv!#eE4j!d)FWmEY08wpW=e;=BQ`kEKllDtU>f-|V`fOH z6uS#h^Y`N2_^+li(R2W295$xb2Z#`nqN1viNm50Uap&(MNvbO7skd}pFFLF*YA1Zc%1 zAqumirdG{L@!^v&tg3h4V=^)!WN@y^r`bb9C=$RiC=&+45JCkad0%J~f>ae1F{J`U zVIn577Hn0j*jlidRp3;4T5Ty>1*@5ME(TK*rwPrpbQDR`+MPv_LXTji3Se-T=qbwP zsVY)1Jcef^Rm6&krY16wVESy-n1vD;?i1%n$b52zM@|qR0HB&ARRpJXb%%(UL<;9Z ze?)S2_0IW$1WHPhEZ%$BLJcC67PhKIQ4z`Lmrr6+WFOum22vMg^rV)V!IAYO=O^tA z#|?f{Np=wtPfi#P>y)V?yKhUT4)kW{Q>1%Kriuu?yJsn;?qX#*$+)>7L`&6bRs+Ih zN$3;8#eLW!(n3mRLQ?B#i3|qIskl2SVnk#;8yLd_BcnI(QL0+4?H0AF_wbP%$2gjb zu=mXDw^$Z1badZp2_MI0KVEwzN>N#Sgo%nKva?iFD2A2_2zg{CStA(Zc6_mvFE_jF z1Q>!@YYd^P5&Eg+zy96v^_RExRKL8IZ@=2GHxSwS>*tXJfj9E?TOLj-nx45| zM%z79#}FSv`Wd=dd8L26_5JEgWjTvb`!$>t$@gC^|KPv*-}w5gU;ID+`G4_8|MoXO zUT$ZVliFGl#K-5s%pYG`-$m;l_{;01efMMQK^A_#_&(xswfA-T^m;sBkA95XrT2g- z7Z_Aq>q3i>iM$=`2dStV_J~`L=1fR!LQfyDoohOq5B0J)p8@gSDQk)FWm74P5lAv) zS**3ux{yist!(es?d8Xh-+lby_uqY5ZF%>wj^>$UX765BEtOlX0_o1B+E%Pu3DMEB zkBie6E2jtBkKu`JGZE=d3D(MGH8^jP9yH|BySi;_gj}?X@bt7ioYvdr2+z9dwv^ud zcC<`cA}#Uy{OS82e`rSoQAE}%_d_}q98ch=gRi%3WRe>f=RkUBdGdyG~b>1e5>M$J56apk$tkS;?Wu5NDEDO+1lx)>IqM(NS_LpqPcjI zN>U>Nf)dIMsN{eMYmr&NK0Gr}jmx6h=*f|APcy6)-e3j~j!ptOej4GstV(+Bz`(tB2<4`kKDJR zk+_GcRl;+|Z6arc6HaPMY64(R963#l;7FGg)eJ`|_reJigQu99;phXTbf5Xt@Guq6 zlw{8SF)9VE&uLmns@e#5cTmx#%(kxdyQZ$Qa0?J+Omw=ScM>_{pQ7G6FzsPU!jzbm zTr(4zDWbDKK;#WHVsmRW*TswsA=E6B^CG+nkhoVkkb%s|$mC2E%M8v=)Lc%T`JSt| z7rWjSr3{*?nob#RPQY{RNaouXmb1WY=G8gZlaTv<_8xhe|4pF)EGDL+BGsgd7GPUs zTeON+m2=gqQj08ABvAxw%|-RR+PNA62C7o1(?lpvPVZnMy2B**WZW^|P*zeX86?Gn z88nlYDJE)`V>SZb!8jAu5-}A{iDW545UEE-3*Pnvf>SNUB#9B3L?lI2jk7&>1Qjgs zHuh)u4Nhd{7_}NewCni(Pb0(kXM~GT8QwxoRd8H}SUr`qg?m5R^_oXlQ&E^&c+{Fw zQ&jstj%ySMmlOe=$K@g@KmiL?OCi+zeq)r%B_k%IRnXUMlLss3#T$?7jdVp710{es z_CuTMQfMl9kJkwD*qsr8)U|LDhcd^}=*)zMif0S#J}z7Haq<7Z#!-~Ht>*q#UWu0csmU#zN0PyPLi z|IuH(K>4?S{oaG;1;&hH_{iQIfIC1J#j-6=PfxF(p7%?SmR40vS{njsuaTZe8N}(K zP?IA^&%LDr%PO^6SqhUrvh8_#Ea85;_Hm@sGjgpa1`m2dz~(Vt_tE!uL?2Ys^Qox9 zBX3t9bS+5Fzx8+i=7&H0YrxCP=ilznuWip-R!O8NlQ9xZTg$O$1XBF{m-Yu=eCfk} z^TX?Jf7l6mc(g4n8jf2qVypJ+U;V)!{=r}Sv)}&sZ+`Q;-+$b#D$n(3aT2jxw41x< zt-}YNfA{*w-(OmDYK_jJINnw&AziL{v?d`)Y@2SIMeuqX!>Q`ykfXC5Oy+i0AsDz^ zM;i!oQ9iD=EXG9ZYy-`Y5m5x&T9&GUczRg2MJj^>COAE4AiUEED4!nAA0D47`Mcl# z?swmPj;Qq{M{AGg6Br|ggwA7`4_7POX?c9w4Ephh+Yg^#uKOVp-+cYy!~65G@4a(b zr7ZB4)8?bW8s^FU7)4k%d3Zd3`R?iE^|oJjQ{AcpQ4|T3atAF`E0G*W{^f6f=fC-j z{Wc<`s?@4#5>69Ih)0gjHX?i^NthN%qW8$86-{Ux<9fvIJVwsL9Md2cB01uAj0k2z zO;$BPJSNc;kx`1Mh(`v)7M#{?v>0uOYFn21PmKbtN@a}lygeD&^pTJ`%MF1IVI z$>Z4;D>?j~NOL{L*cM$^H4{lm(kn%+cl6PHaD}dwrKno*K3Y#T*(xcK!NCl0ieu5c z7FCg@h;hc=auF(-l3#4ni5_f&MQ92^n1~fBRY5CaCPkGTl*mX+MRQL=mBg3|FfdXQfJ$)I z$|{j&Bqat*;WAw>z|rBJTSbL{804)*IM%8sks$)-7|~jSTo)MBR2P*V$eijJ_U_$L zgzpz!3|;g#@-}iO0&tNYKXGoE&YadN-it(Yder2O9T8xLRsF7+-B)-bq(~BSSJ!Z# z|7NY#eNvp}wpneE2|_eU%{hfQh)+5IazsAADZCc2p0wR% z8=`!Rvf{p4Wlon|-UBSipZ>bjP0qinmzX~Ykh}g0f}GS`%w;&jL`p|BH4#Y`Lp3p# zGL@BNQJfZg|FE3bvZ^T)%xNSpDn&&gi=`4wQ>KR~VMa5p3LlgdQBjeEq$HS`$^hUX zlXJ^Vh!o>w1bT2LnLTM%RMBq7=hkk!C-CLd`Ejc={dS*|g@E+T>3AtB<+xnz*dtlh zU?M77?6|d&srorG5owzyFnYv@L6pf&d)^)l&TSBKME`^BzJcTGHCZu0R?1K_zTX0As)@{PGa!#6#*mnAWIcl8IHG%MDG$X)q&K*G z8!<8~`LJ5OUH3ow&;H`OKl_*e_&$*y^YN@hW^pN`u>mp-GBPWzxmM$>0ozg*)z*S!G?qnEq#xZ_;6(;5-S(UJG? zmot)CiWDpRG1`b=6wCADbeOU2W2Xqz!vXW2W3)Dgh$&{_ zOpJY+qG*B?8Ik+ZAYsKKr8N$Y+a6F^R)XTmAXNBts-i_91~&KH-5}Q^W3UumZ6*SB zx}j%Jycm(WE;P#f_v_<&`t<4AZeEtDF`=^g@5wRLS*R*F{Hf zAD+q+WWRayrK&tW6%oV{y@gnT>aE4~rYEDQShac38zxvv3Pz@9K1f~{x%BY3OF8Q) zM0JJ*g;G=>w!6=$nC>n19)sKAi56wrhx#M#y)^0;pojHb6U{-GC zPYc@csTxGeh)|OZA^5ZyfqkI2go!7_to3LfW*Vfs6B-^P8Htqp-6rB5K}`UXDViY} z2@~WDB*GFkSdE$N13`46c#4V#_Yejevn8s7nLRR`3O;Blz*=D`a30+S^vvcIq^TkO zaj_r^vk+&9C=TK|(a1(j2jR45&GZ82oB<>`u^kYKzODc62CQizzE3AAqNXNBVK8!X z)RHpW)HzWPgihz&eTKM~9EeW*;k18wgvdmL<-}H#$U-%tXPHR-OcS9>DHa}?JxMx& zYGh=c=N>P=2?J3~|6*}h~ z5ELX6ftb5#mDvtPOmuB#+~13I4n+b}RchXqJl-!ar&UN43W0}{6I~9H3K4r-!@l_u zGf7Dmox66Za7IGznj7*B0r=COZ~FP5%%mi#a$iy2_q?-McKXK%N-BJydluFCrzs}) zn+g!gqEd^TuWqVav8ssRQUw$ti^*2X`?H$BXi8>q5uMhcm8#CFv?@7LAPUWqYJ5W{ ztIuYJIoDAlk}|crqyRyUP$U6Qi4>TO$h~?O5SdS?p8F4SSM0KA_EM1AN|%D zQMLk&j9}1*kLD&qNddiidQR#zM_>_UaSxrMEiIfeuh9q&TS}${H51RT?fd6` zxjD(xqEDx?Y}?-a^XJRU?WU!?Kb^n);-SD_p7$|QRNIm4>7J@4CJ9UqT&?;3!^6+M z{nj!+{`ljMKVCc_g1jVC1bR9fC>}WW=ALRY!(|?@0s#h-Lo#()L#t%S(Xx5$p4H^E zZ0UJxar3zDN#WvUHC44zxk^1ht|YJ5IC{KZSq$Xl+h~9^v+T`8ia#}4iNAcW> z6!y%u*vVu>h)6NLqvbb~H^+MS^ruV_Pxv4cb+w1Hi0CB!GkIRiT3J<8RRu@OOhiI~ zx`@EGMIe|4>)|1oa|0(XVZJxUgnS6Ltv;SgT_nSghxOPyQ^Y8$qI%y5kzNfHiPo;j zo?CH6dQeqrtwf$qbsj0VrDQTax2Khm(X&(xPj?~FhZ878Qy`+P=NL(Yhz4-I_6RuH zBFxH|H!Od=S7NY3EyJ>3cw$$NdleIH7uP=DHK^9~}BJA&l?hb86@ z;1uV8>6OMD$nRJ>5q)zgGDFOCj)lOz)nlY&L_~sO20AZ2O-I z5*Z#j4Ok}XNgp{fi_o+XQeuo!R15oY2&`7ilwvi&S(qI?m|Ap!GO}X?n32K|D;Dff z5ta3{m1PTNf}=Uoy?dyrX?U=~$Izn1M3h07(Is*)+*^kCtD8|v@iyT-f<8lD)(3@} zMIuJ=YNA%C55+xtcWqg1Ef1U2N_6i>yA2a`Z{;X>(_lTq2Sig;5h=>iMM?LFq2AKR zV4_$l#h?lo5$=b3hnj5<>vB3RYY9*GsHg00KuC$+#%S#O7$YbY%g88Iq~raA6w{6M zue~pyul~bpeeU|ZXL-KxmPk^mN5_w^j?6{kVL8jwQVnZSD-s$e0>8d|@B78o^W8(S zDl>H@7Il>|f&zD5ZXKyh(RYus)LW+A%#09PdL+1>G%{Xay`Wv{maJ}-#t||f!>|8P0HzH?;h&oLp>5dJ|C~Q0U%Oh z2&(>b-!hV%egA=Rtn^Zg?N0huyq5S^S{<_D}+Q-+u_ZU4MPs_HJ2!DRL97lV-9wPSbyVIBN zx5(S!ox*Lk!94bi6am&Pmt`5w^iafC@1MT?@@d=f{Nu~Z<%-Cn<>+zSLrl)A@ssBM^5!W8QjoB9-o()nIy$^Tw;N#g&rxg)K(WUhC$S4At@@cY5-LMneV!pwdnNb+f$k2LRDB1P?ma!l|nE=!`a*9{~h^d3?KB3AB##Ij0M6Mt(;9;!@FwhD<$J)#uNFD&)sN#=YmXxp<={j4^t@#k_pAzvQkxyV7zsedffd|Du~Q#wym{j z36Gr9DM#LUQ**oZ;qN$CS5=F^A3hTLfidfRVVHC)@C% zHY>siq)5&@h5#b7hBosavrxT%nF?N;n?hA3bN*~*EJbU9K^E1m%2u_insY63KIysY zV#>%WvoE!K71eT^#Dg*j3LL(XMt}m zQdSkk@wx+$bKHJJZ|T=-?n5=PsJoBu0_|63dMR@ACMsqUsToi%&|*s=GeoQ{yK7aW~iy({P3eJc=+?toA|UMa?(=PBvnwb-{O`R&Ji z2)tH(NerM5c!ZLOB#VX?r~%hcm)XK?McSpc%h7MKO68_0?6(l&biUtaJc!H%mdth2 zckkAvT4M1dj*QgoJ-q{&buFVu9~li0PeD6)?fbPw3@N4$Yb}eg^ZDhFf}%J^zV6e4 zidw`JwaYQG#}J}Jg25&s(z;xl4+k?fle>CLcN`;+jMtlk`m?X}zw;mc?0@tR|Ms8# z>2H7YPhT%bHU}-&t<>}417c#Oq{(xSPuF;U9WMuwDI!)ahXgP}(xlL&tkY@6OA4Rblp9MjL{B z{~%vHoWA|i9%>5x^4vc^52x$;TZm*$r1 zTGv{R-d?|Zeg1gaN0h2ZAJ>CppsoT*f$fbRo+78!jML>N$B0ar!sJ!z^#n z;l9>Jjci=aEtuRUsA8T_7HE-A4gx zk+N{ouzH9z0;mNP3d95586!u6U`}zy0EN50ypCJzYVvxi+geVi#ob%a=pmY=sMXT@ zB)mflmdc4Eo4l}M3gb9-QYlayd(SaaO;#)GVz)~(m7?YZ6vJ`!2+~Xo#cc9OGgH*0 z62(-3kyxv8Y6)uzPf>}G3wvA_cwY2n3i#P4#u}A8%tn z{PC>6`1+}u{^{?YKVE}GT|klE$y7Cp2u1tINH0a#lEunwjACM|D&VP<(>hZFD(Rc@ zn^Spz);|2<0%NGibAuHP$Pv+rW1vSSXS6{kjP|Efoya`{F}?W;7E^cr)G>OW8z2H^ z-q&=slqm&85=S`T`}*k>njEbkR~JaBSvS`a?e!S19qKV62HDdVHI-#E(!H@? zd&U_1A)l`hOV9LN-W7qz$aO8F1%vB`2oFzzv~USoPtx~;sHewOn8&r>E?of#%eAVv z|w5{`m6o|Ih(OU>f$;`x10PCvIJYHK_ zOjX-HuD4@ZmdAHb>*;*E?fdlr2ZuYcELLPe>MClhRj#^h*IVOoN}`G@h5FTpdhG6_ zeAw*Sj(28%<6CK|w=6B|$LBE^+qx~LUp&??pQ`u%@*|PncADx~kse5ZuzJ7ojFH=B zGiQ{}qS}oKw*@B19-*l~jP&jq87aMqJ8P#HBvFj0ydCm#^_SfbeY0RR9=L_t)x2U}#QwdN?&2FbfjuCQX>nCWtD*?UBC?^{rdes_h6_15G_3B$4$U5hh47%8tWJue)P*J}<>_pF6qzdwoU56{<2 zV|Z>Wp0?!(`Lpj{pRa8{q89n^t~{(Znja(GX#iAZ$M?7K9i`c z6%ON8OhnF$DS5e#e#;6Na9-uBhx*}BHU0IPpPu{k9Pq>nhQrJ8lg2rwdm{R7-M+%Oss3k;y$qNe)O(lubp>Z zKXF=d+Hz5heUH``lWN?L>&H)HI9rQS%q6?~(OK01UV4Ue^mK%(0cwSW>__Yl5SPfH z6hZTB!DFQRSPfs7wGI2&ZomI{j9K4fd5j20O=wT&aAyqYo+&UD741hb(VbOtTe(&- zMN!F_g@d&2$H=0VK=kOIRv=Khw~OO;^KP=Oy7z3E-BXY^pUqiuI|jsHsveBdhZK|S zF15CS>%~uw507g<{Mx+0mH{%9;vt?C(P@iRVJ0Ktp4Ff>@2z$mqm9f!?>$7er4*$W zK|&P!5gD>nG1J5xmf~QZn ze!KOrKdis}#d{U~(?|RM<;Z|4rA*^Qt|v`JJJLrw0m0*`F0~Yu7(Rky3{!nL)ornA za%+7YvaRKDWx=o_xnew6HEj+nX(&>bmt(vfY|ftPA_LrAj=`ScAXEv7k!mvWJZh4G zBGYk_F~^FZIAyA$Fw-DRBr`k{NC=a1H(dQ>&!PY_*}Zix+4Mes&5>+6%0MPlX+9!i zCrA&^6uH;BP6o<7$w`@m+WaxW2uYQDV%1ddxARQT2xbrpommb5-90mlD#Qd*Y*AIt z^lb*`eqWTx$ejLoGrb2(MUqs7s2bEW=J2Uv2~N#&W)8yd2rHZ6QBxxCqFvI{AtIcQ zdCpcjIT|UPQH&|G&9o_I#N@uf7Np4Am^b&SvxfCv8LxS_nDMU$J{1FyGKI@oZ;Q9k ztjX$>u^t1?R)PnjVV+LM8jM6?!KqH zn}Lk$WrxVv!`ncKe$C6Lmh4MeEoBZ4||dA{V!MV9m0dwQ7Pd&S2O&rKnsCaOFzqb^d6hY!c-aXLu={fJTv zrR>d*BafD+O=~Hm`*r8*%ed@JhA5lk+62LlBv{mhscFwI{`}gTW8L&|E5&f!`r+9e z*B(dD5D+qwV`TPOQWQwG;I-$V(2$9B!Q@cYMPOAu`|j{m$>pr4^Rn;#-MiD5r&V45 ztAG9d@n88L|M}(juRcW5v^nE-Ox8ep0vKTH6krxqpP$w*zItkVTz>of(n#tM?M%J3 zjL~~k(}z=Ci!H_WOY04uu&RFWhs$v!UR&;s0h~otBzxo-Xns;j@bI{Jyk1FSHC+m~ zqF;LL#_z735wH7rzQp0!T|y+0&FLY|90^IRHQqJ6yX9*7uu7q1N?oIS?oC?H6fk8a zRx4)GJX#<9#^#=pD%xUr<}&gaJx%tbHP=L*Dj!#SIxWj;x9h(5ar7jyQ%29@mYz^m z>5+g(2GuiVfMKmgA3>3IQ5ZPrp0}1GF`?F>mW=K^I*$=ad~vR)ET8`J zRxlZ0MDt9*UG`&4kNmc(5E)Vg5m1GQR+ERNnj|VnVTPKNS_N#wRi&7gLNkd0@2&}V z>w#MzFS{SZMW`lasK;0o0x1d-(cczJ!qZZ+=w)w!eEI&}&%Sv2%isTgbf1;4lT4LC zLYOqgz4?1&1O$Mhhzv?ZM&NaiK0-_*coh317oBoG02o+x~_`=sz|aQlShGKM#3Za5%;?%KuQdVVR()Ng&vd?5ep|N zkusS^#Z*+?5iS#}VKXln1SLd0b3{V0ly_UtJ6aWh@n`n3&cb$Q&m-~mOSa>shkT{@|Rz%k5$5H2CDeraH>HJ5#l`w zil`ZurHEj7@xjpxOlp-{RRj-p!xn03h60VqEb_~z<;w>gJrsO8S2G^Xx?^tf%KcyXU&tLwOa3mrbQ|x-U;9m_gc$4*JCii|jRGGwGOwXt=Tu{X1ZD~4H zJr$Z*<~=-`iJk%EWR1+nnn3z|jYMRE_c-p1V%+^}0Pe#NL76mDcmF9=G52-zns8cr zW`V3Afg~~l_sew`&F*E%_qm4?#>2PO_D`}|24}vPcPULoVa29uIhWof#dMy3GILIL z0$4HAGHHKlV1HkH+MD_9_=+9$g&RN-97qHYNHF@lj{ z`24veSt@R~;SNc-M>P?9w3KQ|`d}%>O@NBb z(Tkx~Tk*1{n)NU1$B!pEKz z+kxM`=B+VEQ{9TF=(d)!2!v|l9%JrLyA(4|#Ubk|%K|k~p&WQzgz#~-Rr%qhLX40fo`-w1j_W>5 zxu`xYDk|T7dZm?6e7^ZHEHb`$L_*8OFPGL^wu4D(6*C(>hbI8h>@9n!nNr|^x)qPO zHKwx^bdEhOiPobBgE$5$+Sq%D-~ClE6&o4X+x6(ZX8>D)rl@356lGPR^Kehm?ioZ; zxMvaBOqW6rtg26oo)#3wqB0GeWsy=WQ3jKI+2c0&5qtn>)xBwwJGd7BXr zFi;g4Kw~n<2$vBU1RxW?N(g$YBGXbtGzQHBtwko&5rWaM7KlLxmqpDKlO7==(C%?K z3Am@JYLV5X6!DQFVp<~EM%-H1Vm^T>%B^ZGWtQhrNTI03yxQen2T-d{`%zV#R;#7N z$iWz73@Hjxfl5Y>$V?cd)EP?9Vwr+)h)9gAW@-|FV}z>FgFUO&7}1lOO18cGh`fye zq^LXLgGrXf=w6G;q>P%yooI_b#?`xu9G%CJ0#-;mO>C+32uWK^%m{@Q3PdhNUFyw2=B4Kn674+;@ela!=; zIPZ>F=zRhN6DpFDn8=y8x%Iw4y<SEO@LdJfKG1?K~zHJNXr-$>hEZ6Jte7n|S{*~QgaCo%WF^tdFw5+ToYy&Qwt_=5v%H8ctJ_D%b0z zdN2-(?I+Z5~|C>)?2P&SQ5$s@ifwc=o>dkh+ZG0+G=XAzE}PS*y{z z8pP!C!pk*HG?4~HyeeH2^tcJYbi`2Ko1 zI!E&8aOk+Bm1eif-KVO63RPJQmAS6=Q1oem#j)i0_MPpa>D)GbdRjIu$KF)+-DW@k zu$&F;Hr|=J-rtXU=c(AkYU@_dr-hl}-8eLJc!o$o+sGDpzQ%2E1f3vIiZGa&s#q#A z;VC`X2I5U!r$AJOV~h|%H7RA@aJ3W>qXLC2Mc$p|oA+e}$H4Dj_`|Kgc6Y_)79L!U z?`nSYV12l!UibL8$0al}An1^u`O=si!_`}qs%liFzfHYK9tRRk!`?k$^3s7&vCZ^k zXbyNprjHCr^BlCnXr7VtKrAL!OKF+=wNFKATci{ba5FxxdM>u8j>yBKxi1TZvQ=G+ zo)LKt*nQtY*uix5k&9zrVE0k=K#6;%VJZ z%MyJQ>Uq`oj|+(CSrkAJFvDmL#{xbsT4jv3zk67(dkdc)0A~o}zU62^6fb&*Vfo$P~Q*ltMM@Lyn#r49;7dWKfDuYQxA`wj)re%1Cy?Q~Yi&l94oK zxL{iNO@@0oUD11vA*QHBHY+eq&z`*F1Hhyt#eHu0B#=Ux$w5<915zLoDKRZ2qGa}9 z56NV;oDJKNND)(vV1ySD1=dm`-N_t5l7?eAs5E3`-(&BQ5KoB8b!4>gpcA@>2!K#U zCOwACfdx{F=xxL#l28Z~$zob8?s&8NxmdNLgceg%;h3C+8NOshBB?5+Oba+8lAgtE zDJmigo;L*oDNyzBB2rhOQb8h5i#-&vP0lB+P$0X@^VJW}eemkMIxdYvfi$()Ea5s8fZ>?F{lB1QlSQ=RV_08B*GDASYomhXI< z3})Y}&SvF^n0ZFES{6u#M{p`sZ<5@->S}(gIV9!8CQJw2{7`^GJ2HMuKu z`k5J8#bjsPmx;3njhUXQ_eY#k^d6%~zHR#u5wtp?A-p#_i$HV&EM^#XE`|9MBm{TF z+nkv1i_)1K;tZ&G_!vXa`t^rze(~)uKfe6%>E+YydU$uiB&tYIW^QZ_)05bI7s=ix zY0MgtDISZwS>)tCIp5FYGN(t}&zK@IMZU=aoR1LqMe~f3+}q0T#5vx(T_?Dhgw8+( z?j$_ozQzVb;PaQni-jF9(Q2H6p#nwZyy&^xc`1^R;8JW`Y=zAEn~~-E+9HMud~h5+ z5fLn^r^i#VEfH-W?&EgrZSNjj^mzBh=ua-daqDDW#<+YuF0Z~H`*9rm5$zJ^ceNBq zvTP>QvByM1mufW0#P!)pUrKd{7{uU6I#l6<%{^j_qz;NwjHLLWkC>}|09tLn4=SJv zNfyX@GD1_xjnS?907cEHtksGEWL-^E3A8=-n}>%L(Lz;?p5de-$WjZLN9&^psY@wz zFAI-DOR=NpCWw-04*Y^w|lfOmksvX z+aArOIU{mea~aH({TQCCi>tD`WT-wIto&wM(ZDB@eN;?<= zXOgKVLA~vxnmj$#-f(>#$7ReD4@_0H2VR;SqL{vTb;l2L# zzy9Ul`uBf%-j?f+mp}TG%fI;JA3pB=^?HEuw3RQ05V%|-J=hi^teDS_S%Rl=#{`@6=xZyQ91ji6b zJS>@KeHe^j&-~p>{Mc=ug`%pR_f_1I3#y{3NKDg@+p5D80xbx#wQNL^hOB~hg^;VFRt@T&@%^oTI--p*Enhy? z52tcA1Y|4r^}FSZcT2dpL);@mpec}4jLbH8x%7|U|DXl8J#ugzBh@V7Bh*Z!U>e>9SWIk@6ef_tqB804fT^y&%(yucjljm93qGC@)mIT*=#a!Wv zgFiE2CSxQ4HJNgwDIxH@-;sl?hH3=8h!!I!pn;(sMX;_3k#v|ziwR((2SJpIGOIGd zF=(m<*@skDgS>$rBta8wMM{wo(tAK8dKAd}^Rk_^0Cd$NowSapN7)Da5HabV;h>aR z-PaQ>*%OCH4_sT`BKMGs=ivTdrGXZ*dAC2H_2}@*^vM#06s-hn50eR#0 zsVHq8gvbP#xW^81{@+i&w=u@^<@4+Q`u^$Zmp}jY&%XTmxjy`9`x75+@@znu;%?*% z-k&Q|%p?Blg4{C^_ciXlDNW`QL#C-s?w4r3{F5=EcYihE-R*gxrcU~dyd_`f-)_!! zoao)R1@ippd?w6aAG{a70RmwMkrWbUq^=S zx8rv6>|w%nwe#a9w{X9?=d>yGBS~>jl(=4x{WfY*QA8idF+h3uVfBdD=j*4BM-08* zP^&yVoE}U>8171^k7J)P@$D?-ew69~0dz!M9=9Xg#tceSOO;ZJKxD+=2vgZk_ViRA&QI$XAFypPa6T`$r=_>vN0O>VsmPdH z56Kx{HMV_lP%=xE(*tVJbWMmmXWMD-F`S;f4Y|G^DVfZ55y3ok6J*BNo8MkXNZfAz za*6M+{@rza>b66Dwic30F^ZxhmDh`3M;-%%fT?@F90b^1MsiR|g#KkHDp@yOiau@iLFJpL^2OO6S9||d zkbHhgNuOb|TC^4^L@9P!<-Bn_sU%|$1lP08hn=cpa6j_TKlP8dC{@2Y+0P!AZ4n>w z_$VIo>Eb`!+NHUweDSorTk5aAK7IYP6at>-6P_OHwiXY$TD(4|Gc#d=AVx50Blz8? zo2R!9!l;-w8&fO`Ol>43qmcp>m2EBIviFgg5|q}Zv=-imiY}{aK{~x7gVUOv08GN! zlS#2E59ji;FTV61A78J%=k)&#cM+*7nHXc1N`j;s1oRY;X)@tb9+<5~o_Fg{PJJ|T z1V_$WE{cc%lfjV`C_G37DGnSxEN90L=43|EAdtwE>A?>QVAmES=>+CnN70HZAmLD_ z9hn&^BBe-APUpYfwO)#7PHcTya>QT+L5e3N5Fw>#^du)%BIjNyK@XTnorpPzDK+Li zp^RkGELQ4--KS@Fl6MHmQjpZ{BpJa8e8_-hXnIwxRf^gelOe}<4|-n8-uvq<-C;!^ zR~?i=E1MmjKR(}XJw#ANRCQUzGdH6a5fJrGxDINPo-z_+Z~!;Qt!E4F&K4NdoAYos zN>8}Zp-DP0y9)#GDi>6U?R) z`+=VVowE+%o;2p0q6EOotaSq*5fL%zC3l}2?%h<#q{tK(@1)+yjL5qrr~*i4nrJCz zro?Q3m|i-1cp@Wxn&L`Tv$|M$dVE;w0%rHoyJyA>_ud_4oHca8oG@{y6jB&(oW8fH zNJKopym>Fw?I>5DqU~C={P@F-wCiizk4Vp2^y$%HakMsLy~|pr%4q9SD9fhI z5eZEmm!n;MDRz3$<#8EDkeM#wsVd95JiK2@mDW87NlKlAB_O#yEz83qW?z2w#p&I9 zcSb*YJ8;di3Cz-^E~W-EEvv#*LWXBMoWR3}_1!n`x6^sQT%Mm9*RHVTT$gI$QlHF6 zuIGhFZw`~Xnt;7|Nr-Zy5i4rl%2LbrsIn+Kmu(e7tH99qaa>0!rtdV9T7;_Y>e5nF z$1Pfk?P>kR&;Q`*e7@a|?|=Jo|Naut+vh$aF8i2;Bz49bO<%A1db8d6+UT^s0ag6M zF%ZzbXQq_OItmN{M9Ubd3W^QS7_=hE1QRn7E}0bMJQ6`0RdFh8!sC|4V>^vs|Lw2- z!~fv#fBVIk|L$M?=AZrZKl*%0l~~S3_nLWrwDYPes%w4O^Ku=RYri!@RdPHmT2i*c zZ4nAGVO1P%h`;@Je)d23kN>+*|KZ<(E!c1W;*b9IKl*?Fo9AP$HPkKVOZELj{r1tm zd92^OTfY7B;c2m_$8{^RE;GwcHLAb_rJz_b$g)XU>LjCQ&>+kxi(0L{g-}lqOO8x$ zt6EnF(o8K?ESJ@$L~CkN^!&JTHz}=Iz=qr{nYW_~BC=oZJ{N_M4d$?1tdl!z}}fD zW>^-zAMJq=K}wliF;OLY#83U^a<7)xsWk$uCdEXdB%M40`+y5Yp-@SnlbWkZCIaF~ zLe$`767hDI${8vYjyo+xMo16wx7>^fRjmg}DXPPRDQdHXN<8kg4nV3Y0!S%ElSo$} zis)!+Mg@<1)=nZ=tGKGRP!(pH-u2fWltwVC=4mxEdS@Rg2GnWcmev zm$L3VT-Z|yUUs)`jg6+k)l(96V*HZKW8Xrs&|4(r5b$2at=1u}4pise{Ql4L1G#Q8YAfdL@(Bd#eL}ytF=w@YmSn7E@ZD$klcJ$kE z>=z#y5iMM5i3=oU+v@3Ibq`S1^KyDu0oGeI9Vjx_quZ%Iy+6@pFdrWt^t9YYZ%5=f z_TJZrjYw4yDXKD`g6l)k#S}I?M{^M=+p?ZdqDqlkxB6}=MNMI<%VQ~3$M97U&ArFn zTwrQv#xZ(pqS&f!YNkt3vsJCC3A`l$U6jaL`%)?qGEXE1LT)eq@SZ(*y7;$`>mU4$ zfB*0NxBtPmmFssO|M@@qm!JEee)sXU?J43`Vq0sewiF96k>2yhM1%@kkG<0!hjWCC zNS~;~0NcQfV&@&|4Uy>_ke*DMOfq;%A%R-vtCa#Zm0EN)TP?r&cKc8MXaCdxVZ){@?!}{_p?fUoIj~5BALmTM$ZFs;&!E5$W1S9dQC_P|cIz0epPmhsRP? ztq6-oFr80N+aG@Q?yLp3j@#|O{Kx6?@#i}52wHJ_43z$e)`o{ zr*Ge{zxu_~c`b|T=~Td&+I~iGqLrr9pAb^3#H@S+C`C%CMVXmCjADgg&l!lhG+Djd_L;p+{f72t`0_I_K`k@nn*SEnS0M6f<#1&SO)K3&QW zFaC01kftmONs8*bGruNXBvZr~0Uvp3y!O0?{CMM~b0m{|Smd67 z-@lAM`5Ye)ZW|s3mtxT(GTuGNm(*=%g)Wv4Ckky00p%DT!Zv7%4-fUJly|EwitrT0 zZ671!!+H6p)-Rvx(`x54mjy^==MW;(tayf}440$zW0t%a`^clC0Y3PA#IK&iNFgmH6BEK^f`?7bQWWmlS~kaUS>F!aP<2cNix5u!{q#R4kq&b1%AlgA62m_} zKfm1C_3)O$kPy@&Ao>Uh#k6OP%%XbTqnZ)Ih%(=lT>vfXd@)O{v$KcEyxYdfs&OLk-_Br-nbu6@Y58ONu8XH z#DYRdE-}-oCMdN`WZfLBfHW1;GBdL(#fm~utSq&mV|NnL&@Zt6ZXQ8k=BhW-1wsh_?#Y8HEKCk$K;Xst6=9GeaOmL=rO% zJO?rY2$A`&FH=bqmAWh{$iVQC^cm{;Neh&jM42DZHvtw-WQ@%VHq=Pg*YZrhn{m-T%v1~BU)YGsbY zYGy@Hv}j#=Btpa#g%I~Bb$RziwNsTM=sgD4Q=#Yba3cM<^s*6mu_BEMQ$rAxh!GKmLdRi~r647VrK5 z(BJ&4fBKLA**__ar_H{7w5JL{G}S~497=_J`M^_=pTApNSWHc^s(g5or;{zEtPd5c z-jdYQwtQ3M2d;Q@zfAX9E?Em)9-@*R=&ri4T^J>5N>giWsoc`L^>$mUgm+$J= zUv1}eeR{vm9688zOxHswGB988Dw1#pM;DKP6jM8Ycvqhu(?@^39@iZyVX^P2R>pO- zTbf}E^x?%ULqZ<+PZIR3j1^ zIG<1qV?+i5IIe-!68P%)Ig-yke*fxw3RT}B>t=Ou8gM0PbEO>+a9MQ5ID5#Y`STtl1uFZ=qsr?o zKJ9eRHF*x4RE0E?h;(P%GlprVnR>g$U*xC5*ytAmoPZ{Jtjwy)tjf%o z?r@H~o9f{hEgD01D+;0-W1EhUjMj9CU&idCEYr{`Ud^N|{*m}PDxv#QZP2w5m0p>Al+ z@4fZ5nn3aOh)gEsB%J`VDxy$@hMAaCq*-WpIM_^EhoMH`b!0@ghCAWTh0r-8Bh^ag zdOP#|j1e*uL%;tLfJPReton58PiIh&QX{NQ2bD3uFcwqmxF&^ zrLDXCs(iR&qF{+DFDgJxO3JG@;`+ES9aSLSkN4Jm+qSjPi&zdNV(ntrmY-K4!3PQt zz!F!nHa;wVc5wIfWk75UH`q%Dgc!r;WSpsKSt5aQd6nrm5<{ZXjOvfZOLX>pwr51Ze0BFs;H`{ zh@i21FOx%|k!_{KtR% z`Tzc3{(t_D|JVP|U;n$esQk<4_Mg9e`m2BW`7eImy>pKF_S)yH;}P#imE!$~x1)ai zDZaedd)SX(_48W=V9ssFh?yZ#b1J8-LCywj#+&o=Q~T`??Y^6#x^td6XSIggy}5DU zZ0|nn{_Ed7|Fh@z{=5I!&hho{|K|VpfB8TBpz*)^&wsOfx}q{8d~@Dz{`9 z-=25gI=4@8&G+tGhe?GzVot@ZQV8W{DntlY3gpzR08Fae^Hcx)!~XK=?Z-bp z-skytE%T@&AdOKovuy_BJmw6r_m`J{_VV4o?*79c|L|{q_xG=!h&!NqyoJCn zMJNtN*2)>0TLE<_t9X>;_b0G1WsleV`ejVi^GkoeJ-xlXS8A=*K#Q4`Fjz(616tJF zv{*$2EEpylS!^3&rF0gXx-(%TE2huXoDs>gmW4`LGeUCr7tm_88~yr4U*6`3PO3E| z@R)i9W{K2HWFe}~DJRV|qcrQe_e>lU_Q*M>RqhR+?%T`Wo_BUDo?*>>S*^{Ac@#(B z{XJaz)u-mAuaEh6KgNImyW`*gtSdk)g2HS>@7#xBP7)+Tfwu}w>+jQkw+CVBj1jAe+XdfmW4Of z>sgNxUkhh4=@dXlsS@e*$}m1gRbhs<4!TWLRK1_|J~azjHbY+?C*Jhqd;M}KrJk6r zu-8lX);NSoIVr%qnYAh$v)<0}dgPErT5sk%(^gQFt@#Qa#*hea%+feCAyw^$-bhm9 z9O=#4{*jF+jHyaBGON5Bz{fF1C?;T9%fw89>Yb^aSy{-Uq=_UcSj5WWL6J)+iLCk% z0hTjoTOESMQ+C=pStgv?|(qN=cUKHs;$_~H9M{qp+$r!SAW%F@?b zNkzF~-7lrp;por%_WjG#ed`(Z%iH_wnak=BZi*EW!i*xps>NMYHNJzPIkIa#3+oZSu5JbDm0>uRW+h! zih>(KHu|cdQ*o%gK>G5`H#e{P@V~1&He(qgbSJ-WEY?{(Cf+*UhQ0>gQumo{Y{sq_F={XC|i)8Md>Yp8Z+J>ryJefXjOHk zFK8Fb?gMB-uvTHkMVY%c>6caiLlDyHo&5-7;+iOg)gX7-^>LMWT>#!%I&GCEWw|_Q zsJz_#*Oqh5pYFhwCcuY~<*U}Iq`F7|SPkb_$p-lGC>q_(vI@%wPlJExS&IfrIlEeS zx8{v*3;i+1nBfw7YfD6onW;R_^PHoy%&mDh<9Zrtn2}Q>RaH69sS7c)U_Sh4=(wUS zOM0WxXqj1+sEmO7YHCeFG_GGFmi51`ADbYZ0;^=JSgqh&Z_QA1&Wz&`<0ymnj{Che z<9X)&zPV@3qvk_WjA^W==WXl#>3QGooz1+p?d~Gn+V-@`3}v`csEpeC&CL4VtT~9i zsA9A+-{!0D%zCYsee$<3=-?qMOm9ULaRZX#EYrn0GGNJ8c zU*Y5GH=8p7Ic=WR+`jz&=b!%g{|F8bvfAe4dKmYFE{^NOMbJojE)_J@0`DMFp zF8cT1@8f;06qO4OzY)^N&Bq7?QGeYfUK={T%Z+@p#W-w!Jxe1)iSl`|tN3 zK5h4#yX$;rsp5)2)5|hyU@v`aiSl=Rf@8U)}Ln|J#3M5EQSk zU%!5tCV&2p-u(G#vql6NVlQvVVh#1?t>L~~+s$YtInB*;vTY4eJRU?n^?v(H{`Lov z>~8&T?xnPhO0AT&IS?aYR+;0N=MnSF(zFJeYF;gMdB$qcJI~p>zwA5YHL6Db^7EH@ zjF{TGN1St(6ESCHwav~7JaXB{TDSRCKmLb*e0}?yzy5Fjo8zbRzIkICM?8)YtWT*> z36)?USGg?IRczfF^r&N;x7$A7b&k>R{dVi6EM=-##Di6(1MgbkF%%=i zyRk%DZ%ki39b`2(LYr~hIENBe8)sBV=#W)}%xSGMuKu4Y^=A84ZmQHYKTD6ykx<%W zAZ1?<9pQ4sgwERB$1nA#*SWRmRt@>&KRx2g9-GqsUFObyJV@{aoM?q74( ztkxQkk$Sq-=W0K{#q(2_*etDcJaUE#b&e|7gx()@PQ`-77PIs?F+y~FcWbxiQ53Ov zTj^$GR>_ESD1|J@kVjXYz`YU)fecvz zS%9&~Bg>N&ENNRn9HBWkm+yR^{Q2uV5_{vz-kvtn6f;4z&ZSE&;UiMr=_U(p&8jd9 zGt-RC{l0lsO@c(s$XW!ogmBRZ49g7w17NeVnW+S@0Wd_#^2$eEyL+G+jfkvF#M=MM zJ5edScAywlLy8odTDQIN>DKq=P|!{5woO*aoyL+eQ){7TV)NDE<9l}_W?rd{5z0kZ zE|`N^naem-28Ng=D_nbG3CQQ0f9icBr*w>bj7-VMnL1*5yI@45vJ_SBmlfyv*6&+8 zW0tB4Ny)6JBg52EI(cpUMyk7Q-RMj*lIN@{F+ys*k-G_PKC%o z$!rb47n1O!v3)rVVc@qwLsne?j#XT11YoOj^zwxP63xo4akH{=ee$(Zw1w5Sl>l8} zZO~|S@vW~Rb!9a^UP~)HT7^{PwFy;%Wi+GKE2nSn#YM5JOwhL0&91cRk|CNgYgzJg zQHYJcmY#VX=mo&dV75;CZq|q>WR@~QvEIeLR64Wu|7&j3$B%1Q40#Rf*52OEVOcpN zqg2Ox)}R}7gUa%>z0*+SylJXNyScHwe16*Y)>`lT?t3%ywl`P-@ZQ)utyNj2q-c9N z&6>$slO(KT&g$F7Zh+<(Zkylk%4FNUpGLvR){v+SOo2jYR=GDxQkc?h5m6$?0TJ^w zRmRK+N~kijZQFKxZrgLhYo0kCC^gccI8Vq*RWav?8C8+uazY?cCT2?OC7^&4(&I6X z*BtZlhd;jm?LU0||Nf6Z{&#=-_}wq6a+jK!Cf?s3=i^D~t!>u(F5LGL#S~46!YB!1 zoJY(gB8g~wYn%DLOFYkcJ|ah{L5A^FNPGUS_1z^jcbeAAX`CSnW)4zYcZZp=-S!*v z)ydD_f3ok{c59vI5y$aeo^Z$Zyk6n}QD>ZAPrtz&b7HLc^;1(5!U^eFF#Xy|9TvwU{;Zp>1D02pguAx zB1vilodoBU0HiWYQ@!!$1InDqlmIsJQTa9aAAYXy zc7D1=r`@{)X;OE)ANlgg-EDi5llx{QDpyWV1!n4T#xXP#=A=AMJ;ti%^_P2ldD>#+ zS{j1tPG*2?yEP(4WkIkgol#?`fHD(pb9>tCSI_OaV@Ax(DLb6q`Dycex9(_$?%r4W z%s30>+IEjfxXn`cg?`PoUL29lQH995HQqOS+PugwlYe+WkHW8>wrpKqyQ7Ktz;A8t z1-a;8b8HTKb_0)dPKulL?wk8}FZUVw_84OXK&)3wS_O=BH*d^D*p+OvW@eT%MOGn& zxiI}e2;H!(wokj=_x?Cz%p|qB-JMU}jTlj9)nh^wsZQMJImX-DmpJl?`2J>PsMQo% zwHcr8Zeo=lQ2-kAaXfza;}mq;8f7eNB%B~JDpDg9RhDedC7i7Lctje#KJK#(*1PY$ z74Y->@tAo=0l4iB_&Fm2H2S(rmT1_F&3WJ2cYD9J)fb9fPX&;`0*2KLH+ZvU#u69> znHO*-B6Lhd%GVBts#KP?E|fYA8$lX)W@I2kFaZW=jl%}q8)0}RKJOmI2$&n)Ma*pP z6F-mn%hcC1Cs?4F&8%69#HZ)W-T~!4UtKvaswK`W&myB0cya;Hvz9la$ z5QSAi3NxWdvMTv4y1RzZ@?g(8PhkcG@# ztzrv(ER~rO;0!a9wE7;LSk+rVLI%lcG?$?_zgkLb6~eNFRl`+PnU!@BA(vD7!$+vh zx^y_;3SV=%0hgQ6KKL&m>4zmc8nI;KpMLpyLpP?I=xS`<&3E25>l^##y|;er_s_Te z*0z1yZ+q))-}ddk_q|(d61_Vcs^o6AJG@!nvaD9OU!1h!W{cR3LXO1>D&!bnzmUB@ z5jmKJ%$PwGeYbVyh^kCEXw(#f8mZ!VKjN6kJd}MtG7>4poX6Q4i>fGtvkK#^_n#~0 z`OELd+fVtJFvb9iWupTEzo%s0^32HczGaj$V5VcvaYUk^+IQ2(i+(Z1A8(U%JM(<};dnns&aXec#i(ZH z4nlL}aRgJXRY7#7P$Os7IW$sl`I?dux4zxCtf(V+%zQs9q25STZ?KIsG-J-GF$x85 z+(eW`Xur8?)I^oCPL@!}nS#zS&ykhrwAPA5>y{r|)GAqLL`FhdFiyhqn=P{IhjJ!)gU4)GU7tb;Fl|{lVSs-bCTnc<*`| z7>Vbdern(Bs9FScTXr7DoRy1>;&ite^$7drsI%(U+D#37qbegj}8gtu zO>QvqyHESRwaxp8yf=LLQXsZ&+vX)zh@ey64GD?M#NC?3jQ-LyOCZQIawd+!f_g`1 z50$aHSL@)7GjQwn`Q|ShfSQw2el(qdQ2^|=_3r5vo9kD1d)hmjkF&OIXGV9vJoPzq zgkBFNF*3i-dixr)^69>HS`|0HSTA$g&d#} zUd-%5_VMbVT|UPpxR$ZKyzsgA+qOSFwbntk?yc><-COI;+*@n+=iBXh@B8X=Yi8Ek zW~-tLF3_3*Y7I1lTf6PnH_J+mGe(V)6>63WfqB#l8&VB6R4%rWhn-(FYW(t5b6TT( zlng+gGgE9BqYOyI+N_WFBaX9jQggh$s?yAJOiJj?kk%>Z;Wf!W{gQc}?_VnBN~FY0 z6eG$TMXLnd_xrx>dyM%w=R5^vo?H;YOzZ+H9QS6fJc{@HKy^{ve8>AwBy zyXSxQ7vKG>zxwnq{^h67KfLsA-kWz;CWKO|moBNApIreakT>rlJ<5rrlhyI@8^)0g#zcInKzebHpr%_O`X^26&D+ zljA+!zZ{t-tJ?1Kfr!A&65^2~3beg*o?*`UK4Y$Ybw$d|&h;mhqlAbSgtC zn1aWQIx}inlJOW-z^%Jk5sIZwEpRn?1eDywoH|EU<@-_ffkEFUP(!^l_e7$3?%myC$?h&PM@lRyQ-nQ^05FPCN|Xt`JHZHK;{7$Z=4O{e!fDNF z?`-XYzLP{{6FzUvH~LkPTWWYa>eJ5V=5C)~*v(?p>udb!mwY@z(7xei$ETZi#P?5a zYmaufnaxJ^vv6uU4zJ#@ZBCT8_I&fL@%d&yytE&_>zm^|;>Ur1_ow-9f7TxlB(Qfq zJ6F!asN0TAygxJ&qRdp6BSy_=RtsRIWtCP{TC%d#Xhs;dx%Xy9I&H1CL9F#eNk~L8 zi*yhs*jf4G+x+>c5POSh`O@^Vx2)XE9CC8=wTH1RWQrz86xJ3GV2RCnb2e60M%J9M z?)uHSPUV?8LNxVm0!HXaj?kvqd;5Ifw{9e3I_4Reg+?(%B&o^iCr^opE ze$G^x9wXll&5i81_wClL(Vt)3ef6Ki4b3exX&Q~Y;l6n%@AuZak+pZYyya%j-t4y7 zvPo5fko)@8pvu=R4duSdz|3Wq;`@7jdCySpn;99g>_tlFr`{{Mb?%O*PWP5oDy$9_ z(F#VXx1L$${C?|4B;9JO`>i+YPM9fDBQ>A)AYRY>k>mZ$A!}Bsa{9fqH%4U(4d|rG z$Ob72M!+QlZymL^R$NOlJtEGm$E;bDxH($`qB?QS3dC->yEUSbW@v7rX3a5Cs2NIG zLEgYbr8birTU%K`My?K~l=B>^0?4c~(8vNa3PJ--F!$@MAY^2fX0DZ8nZp)?ible& zOpG<50Oi_oD^~>bDk`gQYtjp*z3c>p4D{BUc~)MfnhT+GmDPWUjVmRwhM-!@2Ysw} zmrPmB8vx}Rm#(4*!(|`DKUuA&RFbPLM#7rmu9(KPo30h-jTvisd<7;}KkLO?F-e)J z4>F12BbkAfH&60fQd5p=2W9$*H!O|NuIR=`Y=odL@~{EzfBnDwtC#)0-?-h)4Sh4x z%-!!D=w|L)x3;ytqj!_9AI8kEB(clLXsRO1-LcB1A`!s|%$Z}dBB@eoN+Gfk90!Z0 zqKdxJd#izYPAJi=QtY0m;*9lsi41chF=qgbbH*{ua=by(cJrEwQ6D`W-khX+>yPnM zWK~tn0iroF%7~ann#yNpYyEcb+wH#HZqUPRj2K!9IElvdobKihgMa$8Jw4awm#5$U zF#fZD8OKp`*3)y_di&wi%ggsKPoMVtr_EY(Bi$vy%nV4g9fB}bh+0jBx4wP;{`}+X+s}t8TGvzV=c&gdo#lo`#w@tz5lU`7*Yy?PI1>gjV^j%7jTslN z#*pVSVU|utBC0MHKzBt&*5iy{-ex8%tGjJm9p|XXb(X6vCt8<}y4}3Htob~PftWF; z#Ehs)JEIDG%tEC>2Clap%xQtxk?#d8*k8FdbntVKe2jEtE_iJ}_-#FRU%kO2U` zdjdK2^_=_eG4ww3G4S5 z%iDMiJBw$mu6sJ7Z`hi3%7_j)ssfFE+tj@E29!mWDtm9=-T0f%&v*a)EJIQD{zY$} z5JTsjkyXM-mH6X(j!@fljGRZs(6664RPQH#KdN=@&im%KhR-+r_H%vzsZft|@W-$C z>)+4+_7C$vyx}!Ox9@NG^_|ZfTd_CZZkngRy=zoWA&RAPqD(y3x#Hvj< z-CLDxcbU%NFYdE)R&AZ#0n^^}tGg$d!b@-e$xHjqOZ(N`?wz~aZL@7(1*RX?Css%T zHbdL2wuOUFC>OqBH*QbO8(XuANjHLpYTZ;K<;GQruA)j+wcXs;<(kcEP@Lg?lfWru z$&Kc)-AgoLGoq%`w$2Lq&Q-n@!;?7Q{u1sfB;+WMF^ zs|tBeMbaAFID@g$(#FaZ<||0qH4~(Ja3mYxT2>#6Rc~C1!wElK(|$- z0n|lBiYgMK&8$osi)NK*-6DW00|d(el|X906)2twAgds3QY{x{&6^5DGccY$Wm8BD{8?D-AXI#ii;GdtHX4e=bX$8U6D_c%$X9jid`#t zQHAJsDUM6CT%7sk%=^$Nad{Iz{$y>LZK-{{ip7A7-6FtAtWw=I1AeS`*HgYSr&@xIK9l*~m)S(Ty6 zipt}d@9%R=YA7qClnb6$NmL>d8H;8?a3Q?u4Vu8oOvS0SvyU-I8)u>_LSs%jNhH{RaX&~v0 zi1)`l#^cK`alAXin|b%DnrE^yBNYXMcddP7j+$d;gaK+)l&!tfa+yNrhEfHp^f;ns z2~-3hNB#UJD#oaqUw)d8*A(jZtujwzev$sj~Z1BiTE*26tpl z$mUVGN)oBJSu^bY%$XTgz2)b7+s%$Mo532rUHQ#3^>zrPH@v^coJg?uB5{t2$XX{o zm6Pt;%%mdV&E1e$8OXu|S*X`j??=qYTjOphc_q)pk#&qZrYh6B=|}^6^PD*gnTRZJ zRYtk*-R&K3^YIuX3!(~PBtxWjBcY9IKm#_z2@F;X%hViYUHj(uy=|?YyWOpfG7;U{ zQ^sar-~FctfB(vVe8rEaUd3|~6hhy-{qs-pvhnq>zx$%MBt1TF{Pi<``@GN%`sIDT zo&4P|`s?4vfB%R14{v-+y4kOH`&YmAfAPJ2e@82Bo4jcrK0`8`f#aymGQ-~4wq>aI zd8&f$c-rM=&Ak&KtpuW~tY0o{@9StSkTYvc9W&2SC2pHQ%z+AY(^I#s>W&Vzf@Yx^ zQ0{GSA0}ayfT!J?sWrRxi+8Fd482{c)eI#ZL`<<$OU95@$qY1G?!~=XYcR8|`SaE{ zx7LWztTM1QdV^?AG_!N)**cI=f%WUp?SJ*W&1!Sh&Fs@|FPrW+I^hsi%yk#2wPR8t zQjx2-;4(Q~{-G#gSzy;@D+#iY%O@QP$=whF#KjzmGTIEvDPU%dOtIW}z3z=>4#y<=;jVRzo!788XiRVCvCa<(cn zBTB|pMd>l}@hC~XqjhUn-LOWetb+V{>TTdiX382HaqBcfsRlMjGu%2UmJpR|xQVLE zz)wP9G!z12p*ba1k+4d1cXf`)D2%K{T82cKt`<=da?s7(n}krsI*Oy*t*8kZ45>&~ zt?iwuWT*@ouy;C`#jzL&E5jn*dh3#E!T0O#tY#%8O0X1G5l8?d>okniFa!|fObsf8 zGA3-ywO8lLLoO8Vnn>1QuwHU08te*xf@a=Ug+{Gq;~MAitxQ7JbCH zlnOKRl45nZX98%gt*J{3*tW>umxw1^7{S#o$`90oL8ektnN?SsYqhujxvNTA&FA(p z4qbs%yJj;cwT|~|Vq9evxae%Fc1yJw#Y+w3LP0KYbgm#TB>$LP`A>Grl0JeQ*9!X@ zy{dSrjJQPHh1FQEP07eqam_;?8QgC@+Y2$XM!*8TC4xVwBDJ7)&Gldob9X`F_*&gP z?G(H3d)ChBw(nH|8opJ->O&k|2+05;HYr7L#?-8edAuEUPAM}Y&#IL-Uz_ey1Qb`) z1S~ik+jXIE7P!30G3y+&lofpYI+PkSGpCzv#I|wYy?3vIx3&nH=IGsSx7(-BpZ5L! z_V&8Gf&`SQLU#vbof4Ggn{Asz6=MK8-;Ws4jr(o8J#W@}7IBNnKvXG#R3(w!rPRK| zx(wKNG%r(nhO9D_2{#!NRYpM^J!$ecOO9J6971v&s9vu0$B%q*G-L83KgaZCU;DNQxQ zZTDS%zZsw$98qRM>DGPQ(VL~@z4ea0@xBu=N=CC(jYDEi=tzD&^cM5&F;^?p^X}b2 zhFNvcEN{(QiIqsPtXPk;&QUSbH?|d#>XI=NQf>|1weRpsQR^OQO)_LDvS#2B{QAgq zmK(N?`)K@E_g3@9w^NUSqwF8Q)ZhFe{_f}eap;sa z=MPW#pZt3J*T41OeCAUJC3i_uCukBLQ;!YvL?~%8C`*-UX8l&Z<9?H4y$7+FVY)`B zEUld>$52Y3omr77h|*@(t!OlZH5l-@p}Q@7S96f|y!)rS-8yd#0M(^53BB{aTkp1a zTkv%U;Vi8roMlkz5m~)x*J>maDL8FyRgBg)-)}e4M@}a-LyKZ42WpwOzSUZ9y@`lf zW;Ejaz5QTrusO}HB`Mr$9nxc_Xf=~Yy2ZQ*Z6&p4T3F#yq(JeyMbT-}s#{&YB}ihz z2+LBII}n_6i5g`=cb4!Nwfx@zE1*i6Ezkj-Ot`H&(NtmK33*j-E<+EYfY6#{mC8$% z*Hv6um5GQ&&sn>Wa+*0CYrRfDuFnycS6=2$+RP$2Bj=MU${W0)HD+?0I?s~Vl+K&Y z!Z9lg&0%EobqBT;b!-i!Qan>{VBs(Kw@ySt{(#29*l5S*tLKB~5Y8%91-3d27DYTVqKx z6j@SrV>2|@m`YOv_Xbj@DoZ3nb*2m^)Q}u(gripf%B&1y*Ba(Dt5)}BtivdK)B-Oh>gp#}Xw}uNheR4LEc-QIa=}3=mlAk= zkEJO7Ihdg<9i_DQxSzL0O3f9V-1J~a{sF3o$;ePL*p1rqwC4y<~rq#Q#83^+>N4Qx#$`Zk{=2>$_h9cIk@2Y19Ym_&yIkQv^m7$YS z6geWt5f#;Jwd56`I!jrA+$`rD$4M%y#$#$$xhadREY;LJW1cdy3&mPOuQ^p!Srvea zhCH?U9}DmW=!9kAe4pdYQZj74WacC1$f^+~0N(688MEHM#;p47KY#iB`T2IYaUPM1 zkRr^MAdQ$jjv6DXD3h00aF z&bGMiC4*MMb`)|haFGKJqPs{&R#Gu_o>;kgHx@pQ+~fivTPKy~cH4aGW_KE~Z&!-CV=w>zr*)elu5oN{>(oDsYR2os@vUjVpcp+nP zS$Yf=s#0sPB{a%aVzWk+8(0^~-`Tzab%m8d2~i2Ng`ZuoK&(GuD+06dKJuyA6e986 zbN|nN^Zb`Dn<;;OyZzgLc>n!d9MA;chC(>T7^BA4D79vgFIGdNwPo-(&Z+mvW3C!v zG+#M6o--n4xOb06E#iwkl|rAx0}t{qAI z$Y?I<9;=+b6iAf_nlEz80uopmDus?Aw5)H8?Cha$R5kWA}_}xVscittSQeC%=~kjnl`cek@Wy_Ono- z{rkW9@p)@)Yqt60(BrW8_oUIfJwJQD?YHM4F-e$9tZkua9~=;v7{owiYjU+rHoS zt$+Ho-=1y&pT4_W->u*Jr|cH+S9$!G0!-Up@LPN@5+FR z7FAi>Eo6){RY_?^WO~L1!kVKrj#)D@W9bT+rOMWqeb@kv$llWTj8{~dxdkyt#!yr_ zp_Dg8R?ce1%rv8$7u4K{EC6B3gmMnTh-4g!Tiqec|Oy{n~M02rBL))B~57WYk+RkP(;dv9dUGh1V1M&!16rM$$#+e4~q zW)}0DjI{TeUmyDEtRK($^O0xN-thd)&v$P=XM}Qfjv1w=R=;{y_Zf-jvSXrUrs2M$ zcQhNS@@}KDHxRk*JFG2AD4td39!EB_M(nLR{XG&@&)vR%-tN6;)nnq9BY!&1fO)gb zngtUmIhcm`Bb=7PVZ@UHj7*P|XqAYTLj;k}Q*FNu?Gz~=nn zp5NWepr79CKfdE{eyTqmd`v5FbNuEB|Fd8DfA$@Jb&qBmfjL;Atb$>0bh{9Fb83d7 zAdwEEnrRhqjHzQPgyXFDQ;`thCTSsE;KbIgyY9Evgr{4-cYnHjHz?&+-nmMX#^ly) z>1tc|)iKHC3^!hx33>(-Fvz{kN(FO+l%XuaEHY_M6S!Itw2-INDkM?}a})%n`izVL z65==~$T3tx7Equi9dq#`){T#}hRAU0oMi+XVs-lx$E>IY)MBlstX%fx%H=~z(GV&( zt^r6eqn0ZN)B;V=n89-{m@`ldb)|3efo1A&=ULKY!LX=}?d%90}0n$fsXDx0Y> z^_X~^qH85Axv+`E-r1V~Qhbb@SwZQ)GEw~Dh5zzb{h$Bp zsZig&-QV70s9vLHS+{mf9W!J+XVD~36(CI4N?j1?Aw5DzssW60hZi!Hmx8QX{{1ZD zn&AN2BkDCcaz%8w84YklMLGoITur1z$x21qPTsl+H72GwuLA5PUx{Qh&MI5YSHfm+ zqebN{i53JH3%iAH z5eJ52SrGsgzdV@MV3wbhnR>KMzI*LRaV5b>z4nDLyu^x~MJnA@unQWvzqg(k4HC zY;rjsugUG>MD$^J{r15Ro7+c@;TrD5z*Z!oYqZ?}~` z0Uenh$zx>tym%qJ#|NZT|?>7|sw%b%0vdt ztWq@>7?6;TGh(K_pJwlUH#SEibFDByV2+3Y$*M9K4aXym3>S_>*-RFSD@MNP|1wqi zvJ+58R?O<%$q8}@tziYA-KZ?k3RM$TjBDxwIJ(oDvl*7-Fv@(Lv@J)emQ{`=WR!t( zYMeE*MoC9GeMQ0N(2R0sR3Xi%ZAUl0e))Pn-XifhW==rWx5e4<8TICWJ-w|1n6+uZ~59!A+zE?);{c)Z!kFdu%oYux{W}D;vC=D4X zOHv_=%rEcx<7@rtJ-$pG33q$x{mIRU8C9bqU}#bGymQ~Nb(yAjuZgMJ94XY)nagO$ zD#ox7Dz)(Q5uB+)mf5Z2=DvHqy!6j#ukY~~L~qtxRQvHAuVa3FpGVXqYiq4FN6G+plSVVmRnTKK^P9DpN7m1ed23$M z+xwK+@jk!I{N2y>(|ZI&v+tkHot60IES4G=lxSZDXCX*ZH^*Dlw(v%rf(sHB&Vg9V^{P6JpWYAu$qwsg~u4S1GtSPmotwkbC|neG1DP{ zTh`VES!JG4S-5Xz2EY1a5kh2{Aq8goGAJ1^#diHVGj)b4Wr0>~g)2=Wb*H;Y8c}gs zBC*j|z*eG!MaH0glYIEm%_J^|wgKYiR?CW*_4@UAJm1=_Pfgo>@1R@Jru-Z=(nkfr zS~wFekG)JnVvPh)HOf?69=Nl#SeHN}<^h|-Zbv$EvWPW!aCr`?`6nn3Vz zWC^^~*;*vgtpUu4bs}0b>%uf^GXs&Ro-FXpY8?cpu8H;xgmk7la3jVlkd>x@wXY)* zFnmxz3g1EsR|@T8h4;-z&&xe8f~uNIyBuoQ?6X{5t3Py2RiWb5E9z^gSpx^4bw1Ly zgRKiz2a=-Gx$wcu873{WLw);ku6^V(I(&1hU8+@TXd1)aX@(Cn9E3tuTpLZZrS|Lc zgPE;Y6HsfWyoS7M1{SvW9E{Q2X@5_b;Dr^qOayDeLh*@+h{MWwfpJ-ArbMsC<7{ zj67z|2|5I9omKFaM+Pb|vu5G_)Qno{_HFm4duw3dya1_scd4>!!HE{1ra9TI?S8xa z?YTeQH*c-EkD;Hx%%6UKj~LI-{ujU5fB1fTd9mBxnyK}+-S>b$|Mo9`^*{aJ^#A0) z@cy|Q?mzsezxvg${@XAArr@A zKui)ew<>yLAs42ks60T{qTRO5YSuinfa6pK`i|b{G&7b$!Bo2=B@A<7j!Km|?d}vTQBsbm6kJsm!5jru@zUPb2{nVF;5nxxoSDZ_>)>)8 zb6d5l4(l}7jQaVPslq5_$v}7OsWF1y9%sHCHBQmwjXnifjab(_HxZB_qy=(?)S8(C z(+;RPQ+hqZ&2IaCX2N?WUypbkaI4$Kmz$p%=d3sv%mK|fD`(c@%(q9(DWu(K&zt?w z>58xK`EF&X&6_br7VsWuNA0ae@^RYNL$8P4ABxn3tRcx`YBAQM$dz->(mA*pz5qYI*K0i9Ga@Ty-uHetzin&=m%-t#<|1n)z%x@+Z)nZBbL(x4 zXigAd8EgTKo^IQ=mA@U2ypCg0Wh5jz+#IZCzAk)UA3=59Fh@<CP0HC>6k8~`eT^R%nRnFf1oHb6dVF_0#m?KX_Dg`X$MaR+wRjkZ( z%P0!1t&R?!srOm46euyGz%D{C? zth!7$5@UHifD!BPSV>00fp0#oHQ3RV6;3-+N9ssW>oBQG8WudHE2&6EAt1ZK&mMEdFAUlgP<1Cz^72m6-?axG7R;*D|TEP_9 zYK1n51zY%BDN31kMx8U}c>BZK+%|uo`Su97ZH=Vez~{}Pkl`Ytt}2JjTGS6?B{ZX+ zZ-n!?+veDujUX{gQ5sQzn!(9^9i9mR?=v?b4c_>?w_n}-x6keFb~A0=Dc+2yl!aME za&zC@x~&jpWvc)TYzfT4vN>7d6D`6`T`FvO|kUt%>b^#fy+y0 zBy*)V_#s=PK9-ov$H037^x6Pqw`!cZCn5aTZ61TnY z-S^wJZSB+N{`B3}Tif@|-OeMwetG=i_fXwFf7+g2tP_oNYU^ybmKkl^_j|W~Gk-Si zk+AJEpFZy|PyT51iaPPY92K+1kr4~fw@hP8sZDQ=wzSTYsz$C?W`?}M+^bMok2AfC zbP_p`2~g%Az-w_vzQ51+hpP1S)O73nhHV2wS>=Ac4a}KRj^*Xf)-7gap$J70z({~} zQ*necG_zW>+F7tjRa6Z{W=b(5rfLedE@~cAB)pkz?S8X;za1@)Gr#^gzr4kWK&8vANNXijDUe2P&5dl%2+cV&aYX5;&5eyUYio@gw#Ev& zmqTV5u;VN%^r~k^EfSve!{2B*dp zidk7;NRb)IT-VY@H)F%Lgkfp~j`Io|Ity-W+JIi9leF8`cDGNr?bqLJpP#l*Pwna6 zx7Hc~CLAcOKG&rprC5q8rjW5rC#V98RT`)<7hrLv%MBnqRhqLZ5xG1wS(Tuz6Rn#a zbD`0pteF+1h|1DAQ*a@B_nS9ENmvb9LXJ@aGb^X0g$2NBBOOs|Q5cfTDoc6UzawO3 zv#K=%I5SE}DFh`A=)PP>004s$vn~ZrhUR9l$T|Zfln@%%UTiZoH*e;~60$O+$OY2} z9gtK^VdO;-Ljj=xy3>dhW(c5zOr(*SXH+DrAVGGmj<6gG51-E84j9B78}Wm9jk%V@=m*HtA&X=Z&7Guo}e09zQ! z#7xapLETnP83HSjmG7g?s06mwUY`1MmaflF~?n8MwBprK*o7b3J)$bAszp<3k!;j=EZ~x63|w{gpp|;M=1o z7TfOf$Qix0dz)1Rt^57cc6)yL3n`M#vER9EecQO-wq`56%JFtat^yL2SOwDD0NS>> z1oIX%&ohtr`8W=DdSCa~t}JuGkW-nETi@KfyP2=->1Mro-)(#HwxDZ9bDWR*;k&Ij zd)iyO83;uhORnR6l3PQZZ?E4WodrZA5U+pw`@equ!=L(5(F@9m%)~eo^wKMlzJczgIU)gdv)jJ!_Z?zt=rxG4Ztb@B&C6y4 zHARy(i&=d`3FD#1F^$;FGYW)gG2(iQq^zww4`5bROJF!hMWuvsq%sRJqhi(^Q3V(h zkSZpO*lzyA^Y-aw?>oC^{S;r1$M3(K72(v=jkm3vtDrG63K8`<^Xpp_mu6TrOMt2@ z8S!-I^Yeb&H&y0TL>PFxH3?NT$8i+M%5byRNT9QBn|*6YUJitq1=@^!jCeomG2(|$ z+wM(DK}KnjH6S;+y9%VI5ND1I5N236cu3pk-Cz#7XJ|}mprlfsskakn*89*IgtM## zF%wfLw*qHm$UE7bt=r4}cHei>3ikDNj>7Ak{_r}#9#xWA{_5#AXFWe{UHbIoFL%1h zq%J;fG{bRLMrLV-jOy;2TO&$!DK(Mi9+4Beb(BKFl^`cGY8}gr=-x@)Hd`KEG>yr~ zdK{_F_S_A1>%DEVo%5_Yv{n5+nQ6@yKkHA zoA1q^Ztd1_+q~~aX!!-!wGU;B2Su(Xw;I7YEAp~;(J&JPXvoAlsKN-9*jz<0RjEi- zVy>E6z|7aWu{Ew%fs0XJ%f+LjWJsa{1@z6gtvfPjt`q+_Q$Pq~LZY$IL|Ac^k;7a? z&1BZXOw$}G7AQ0@6!_#!NR*z6?*xnQB~KiR;E)rBD@tCBTD{n#pq& z;q*(GzvQ>&i7hiMgjHOYB2v7t4c8XcKxGxnV-`v&Bh`FSdr+y58#V>ZxJtlpjfR{t zCXi7HMlJmhg25ocoHLY#T+M{n&FE@iX-?zvony_4_2D`)6IoS)ts|{iaMpF>Tif3? z-d%V4#fpWXmE2snNdvpJ#fO?wsMgDkRO5AHTzC1^4oAZ6DlsxMm6f!#XS!`}yRRCs z(wbR6YMk6ezq%?R%o!su#{Smqe)DeJOx@uqGdJT*-NfOF1W9-KniyPrYgc3xYHK_& z*eZxJQLaSPTAD)+;p2HOdkj5B4)OWak#^kiHT0f*oB9GB#1tnkTwDN2*4hLZw2<8T z*ydeBayeJgsPv8V0eoAJMy&~9b;+2dMXtT%I?2{o{#e%%%j{?XV06;`8(HKc5q~Tk zm#yi~S<$PI;4<~CS!ca4Ww!7xZgw$WwBkY6r2Ant`xr*6R4$hl&D=j8);A9FYUQ}% zt6WRd>zl)zmmYZ`MM_sd6_=29K}o)SJ7EF&mdQbXesZ)X#6P>^fNziMYLmFasF&8a z0=H!Q>3w7xpk}0czge@z+pe-&Y0wcWXX}QNZT;qEj+JdHQOi5gy*0D7pp1A5J-*u0 zSThN|H(Q~6R#jDy=Kj3h?l-!#sz&CR^t2TMk1$zPKaa)p&sXb>KM%Ey0f+h^4AHGiI(TN95z2=R+)3Q$}vx z%F7!f;;4vFr3#$0RBFv%AEQbXoOQc5xJ4l|ju{zgX4bdc)64DoF4Rc%&8*?}^t?TF zA~HN@8ml!+r8SsajEbrAET^oS3lcI`I(OMd5DVlDRq7m?g;{wHR86g3hF0*3(0N2m zMXhA4jj5P&<8$HVa~)@#1F!G+`#-$@{huB`eoZ%hzPZzBm9qEuShUG8>oN5hN`<-I zx@}GC&f(N%e15X0CldK~jPnSRx4luwEQpm!B4!GhS$Sx4Zk;(|y#bY=i<5wjjJG4- zUi0m!0?!j)aO|4|Db&r_0C3-EWThk=GsWyKK~7ks8J+5zjNG~jawi;fuA4HO@u};+ z`AcWss_hnqg2u#5S@*{yj)@WI&aL~W%~<)%>%&cdqAKdlcpP!275M#2|L*gXnO9+V zn=|(Q?Y^oDqpzYd3Xhpp=*~`RRgq*$$b>r!m{}_`KVt%#iMPjmJ!=-Wwyad{f-UUQ z+A>W<7OL2c?u%Enb>DAl8;_h_8k5VufRT;5-2g~tW{VBM3c%Sro7XrQr=0w};b}9N zHL9690jL#dM_O>?~3R*F8(5!FXn?K)t>uqc1B%p4fsk@PM zTh|R}9Xt!Q7(J>=E77|F$f*%^%o=CS$ZuX5mPtiJC9)8KkrXg51V8~xfWaBM;tFdK zL(C}<&8>!rTKDR0>)$t@e3&22BJ)B?n?%w*N+T;TQSQ2@5QxOPqM)@! z9jRFT6AprVup%Qi~W?0!(JCk^yVqazS0C3JK{p%(uOn z(z0?COFHwq{}eAeL4&C{D@&^o1x8@iuojEx&Y9QtsyPZ6QVAg>m_P_#m7*Jy%i)I$ z=Bq1=C|v$ME`4;>89`2SgE>HIvQo1Uz$!rLegz4yX{5>wF1pfTZmYCl&5Bjh>e^b3 zw+No+F!4Q9WD>^f>{6`KUl8KdeVf2 zV_m+k5Ub$pC(xSnXbEj}$C=fd&C*DG4nC6av)*p)J@6iNPD~-7Q5xcz2qDE>?YtK& z1Un`F)$W=S5urtTg3@-qC2cr{-=Z+dA%d`K4rfOjf8h04e&q!AO;} zDu$4tdh@o+jU=*Cfh7OExz%*Y6gQ7J^mx>)R+J>A!fXN@Dw_40gs`R-|d?n#X^ z9%DS_xZk$h&8#U>kx^Mr;fTK5>J`YTbL4T%*2t5*Oz#kpqd>SL=X!JScxX-?fyc-* zq(Y2xa{{>vBIwvw@)XWt1^|hU&e*AL&{U48CUh@dvx5YGwF_6aAUBr2e z_fcOS@p=Sk_fBjARw!0x)f&5D&JoeRew`!geru9q#0+IsBS&SF0KT7UfbGuZ>jZO@ z1aIhW#TqjsFk*30Jf=>_xz3lXlK`#JtQHYDq6{*_PA_Po5c+1_%{!X=VtYAoQn68F zgtkyTn0R;}~IIrZ)i6T(eLQc9b=+bpzUHuc4Fq${GGipIrIjd-J0;ScKI7^F(@0NXU zpI)AR`0jHv{iov(J zol|p60k_S(v8qAu{qDmT7wWy)StYUG&RIl6LnhX*U zmO#C^0SKt1D!8*Zc3)=~4y?7EvX(k>jRjetsj4V5hn3ve)-bp5Y0@JyLYDRMY%S;a z3F8`Aj9$7}CEgDNRHHSH> z7$E_xy=0+DMtq1iq|a+SV&|P(SOBj=)GV2N+@}tdcfl%xUEL@xDYrT5KO8&e-#mfFHm+6}37D)Ny z(+F$-zkmO=(T#k$_50oLPri6x8Bw#=q50PB>F(Xy)81b`wPVtZ2Aea+iA?RAZnwVQ z-IqvSHAckDRNXe`-pm1DoHH|x)<5mOwZ894pJ)E@_g{Yb!;j~2cGqq9{nnrDCMqM{ zw%e!AFW-HNIcA*kK0*gXcfI{{A1L=G#xdjQ95(X^DAV7jilF zA~cSiXJuBUy!km*C3io^3f|k8IcHY#7&W6ts2Oh?99wQ`?m0E9#yKn1ntN;3Taj_b zFF(Hi;SXQW*T@M2+wL<`$vBfxZ)S~i=o)I?-xj&!#iT18V| zUgO6v=i3Q_pKdmue4naPhN>`zO6GlSE7ol$Nj?5>@+ZDM@-gb`tD@M+yW8H{)jB~$ z%!r!7S6xl0op8Ztq93v^9Gip#q$1KPkZlIxW-kr^A6=qb_tkrbHdnbt2*qR%$%G*AD>SoL- z8Y=5{ldk~UESgF1&T%gFs~*h(jji_GdL!WD$XHskk&OoT&8rI5W@IFHYnfV=gD$ZG zW_8u})xw{HwU%@Q#~BNc=SDXWtW4*{x7#{NbYS_A_TBc*Dm{*}s;;%O2Csei(q&XB zcZ#(eTC=TlH*+$xzK+qF+~COGY-C-P+XQTZ*T*#I2~A-N>Cr|s27TC&7CPK6ty~1(@fS)svO8D zvdk!PHJWD@omDzU%~-WBC~<`w2(9r1wBowoF)k7zdiT~`j3e^u@dgXUWuGFico(4L z2J5}e9938_6coiPFiBJ-W?ULu5inF~7Bo?*GuM;G5Hb}3Nw(wetJ4htHAOJi8oHQ; zOr~^ZuC?RJoo6D~wY(6JnWub=JTtRo<_}~nj7kW_wGZ85_a>@*24$w;FT;;-RR1m&7f|k^CDLgQ!EdnG| z;JobT>vhb6ttPVhalBmm-K+wUQpK7Cmh5Ux8Ywq15vqOpW>z*RCfBT2C zv$^5ZbKT#q{R}r_Rg6GEg}vkH=J&??wtapcZ)blwI>`vc%*P`rJw4f{&$s1_@i?t{+i!hLosWPR5iuhkQjWl+7&FYxNwCf_=cob_m0}FV zsCi};`sSUh>u{aQWM(mDrlh64AtoXq=WT;ERn_At5;=2@#g#-x9FNDC<9N(pe*W_M z%Q4SFrLugZHB+)?_08OHj)K&>$2qOr_SCk$?N5EbtctyPHA{aR&S<`R=Nv}U*6z11Amo&MC0GsD3~ciwh?dD-ow{@2{LMr*8OHkspg z<1r-S)4lfwC~kXe1cl~o&WcpC+7PLaz%#v3Nh9w!e|p|qljBs(9`x_N6#nz6)Goo5tz9{Khj>!J^p2zRE`Z$2j{9pKir zZFIH~dN`iCxz}xPFSmvYg55kbduy$cR+Ks24ckUSGoX8eWWEB?wYhZ^pxzA)m^2 zo{u_JUES3!wQRMKkwb(CBLV_$2!ac);GTcRFE9ZY1Vlhs2yBPJwnSir6|%lsYPY)8 z-Bo?gsq>M!_kP!!V~mH3G1t!WQK-7AJ1cYN`>r+T7|$onIm}j1lxR+>N3J54*~`qF z@L}xTf7`5O!dw}It=6*wt&i^Plr^NXb7)O6^f01C-vc7fSrX5zoR?;03Xsy2FlPm- zD&i8Vkfq9O*|KQNQvZe|G({)T`7Bn-uAwxqZQF($u+3Dvu2?d=Mq{AeL#6UzXXO2U zFN|~6cR${Lc)rJ}u4RuQlJ_Ielo39Pgpsolfs!KXOb(M-(MJ`c(yglo1wp6w-O~)@ zk-;KpdI^wOiYTGwk6lmRnQJBKVf2upduFo)PlG!ls0zb)rc$~`&B7=;^tf4LV<0l? zr6pLByYJ4QJZ(=8_TlAzPJ5jSVX9_A!tACyE`?K8GtrzY=Ass5289$+-h6G5 z>9fUlft>&-$hlH>yXkxx`oJy>J-f0>LK|J#UTH*KVbc8)Ks{8s!HuLj+o#DWMQMhH z(_7HB9@7Q_C9KvdUg^gHATfxeN z&{A3GRQ=3OhN}Xa25o`hKKQWlVe{btRu1CBra4)=pIK+({m_%+b=s@&aq9W3*Wn*$ z9z=>I_57@Mmjd_=_rWEz?>TQJ*Zv0SxIUpC)O-54u(Sn1^&(8N)Yz$ zGJbr0tK*25(>Br=m8EQ}4<8;hqfWP%O*8m>#P=T#7ApbeoVA&u#vrtF3^wA|outr+ z07G%i`Kse3fyy(WBPaaB`SIiN-M2sH{d^dF_xaP$e(Ur1pFiB5ZaU|A4@6O^xSub` z`e0<_?L|}z?fCiTIKqmRugY`0C2?c3Ams>B$!Klm8S>lJ5~DzaA8QB#U!s($vWAHI8eIb*m# z-1-4zvu%(_8^*C!`>`WXrJ0CGsqRNXI;U0_FRv<-Do8ezSrK@6viB2lmJMuf-pYc+ zKE~|Em)n$*#*5BBB_8- zWAip6iHfqAb-&mCu-zVw@XZ*O~#bM5;2YbBP5_L6x2N|`Gu??DWxYOX?t|PQQgQTk7 zYMqzn0&mAAeKQ)Urij?=>XPDmvq*4fI~G%zvudi-cN#xaexh~GR7KwBTLu$HN6uDD zJsDX&qLl=$47SA|kl7)(mkz8z3ROk3R_?o5RVgr|v*&DSrrCc!>=O4FkOh(ks_MrN z&-sD(vwnDqIbq~xJTq@@71=zjtW)lo#i*KrD4bD}!TN?*7El~4yW+j*9*O&@`>dHT zt4Kr?%rmkTD_Qcfng+TuK|%;79Y>y-FnjO@b9??M8PpjTiKr^tMowXai4~wh@BAyxNERIeR*sBI$*&{w)EdmOQ_rBw_bzhA6W_Z1pz+RXPhF&RNnK zcsc7RZH~vCO%GCgdP5B%bVru;Zw8^eZ+il; zPZ%NTW`n+OyP3O{fpg48T8-ws{MF49e}eh2lI|L2)7t&kda^z=F4XdZJ{uVwv1F;t z)cv06MyPU86J{8|Ybm1az?>SdwVMq|rP~e?x2J8mDK*@bxeu3N&UE@bvr5NNkvZ?E zfKf;dW6j()uQN>i^8Mrc_xAMe_W0#6FKNEKzW(_AhvOw~&##|7f4n_BK7aW5@_b18 z?DPHhNQdf}_4+zrUvkEI#Cg=bb6T8uws6-4nm}z71;Sugd!X38T{$MJo7&&K_PVTV%wm&|O_n))M=9~|=ZQRVv z_J`ZP?fc^pu#I8EDnn88ObBB$8mj_89P#)F4gfZWb?PDwK2WH6ub+PPG-rZv699va zZS-zHC#uXvr&5(DseN;28&oeDS%H;h?gdn5apgBR)2|80aUeCvO9NW0v z#@GfO8F}6Z5>hb-pj4*o69E02D`)20G>Ykb8!2Qghyni^eOUaASASG>sKCDv*hMO60yTPF3=a2ry z(;l;IVBg%We6USM38EuF2aWLMvHHXxfT)(?G?k880u-PRgi@I~Q&esJUpD~ly^??| zRw_%Q|3I@$9B1V$N;KH8H=kg0aFvKeCOW^0p$q}oyOzOFRh5WPw6`JIl~di%5bVHCaW%Rktx9WoQ;`=Pdi-h?g@!yno!NI>Rzh1skmB?0$iA=gNI` z7Z@w8lucqBuRVhZN{|Kbclo@SiUv(=9j~c^n!_UmuS!ZPd4s70WVu-g2%?-nh zsyO9@q$3N!F%vL@ZUYI84%v*pSanGYAYgODDz9Lz!9Z!0Y!*r?1CKD%y_BW7w0&@+ z(|Y7Ov(6NOoieiDiO6=iViY!mZQQMG4|Y~XDU|+Zvb^@00@zge5+P`X`(5c`EJi<1 zy+W9V)4|!YbL@rRY)(n~IIvyRl0*KOTByLe-G~36i zI?l%RaQP=h;9=7!ZK1~}ybs(H`QS$?5+Kg30Pm^Ssh7|_brz1Qq-A$7@uEW4NVoo$ z7kuA|l5Xmu(+fR62L*ejKg ztO&}CTD4=8S|)62u(>D8OYqldnILOyjJT>qp;FI|U7V-pnxujvgV!efHs~!JZ#7c% zLMFfgl(MZA6-)E6DARR*UePC4>Ykus0*PUG*y$Y_q*4L}Gu|8~9VgEzH_XWG#Les7 zgFW5&v!6Zu{Hyn0efFq0opg_xCO`oe&j=bLDx%!1)!h5wHXPOKX%5%t@3)P7_t~JU za#kSY_4}_se*4YyyyyP#`tipfJ4gV<6J8%E>pVfSsU(0$U|Vy%kv+~!;4IhBa;bZu2s!qy= z4+0f??)%8dMtUiZ&CE!1G@;ecrK4s)Mz!4%Ld+ouotn5Z5RGP4FnU%W*SMCss_YdT zlEyH1_uc?ZTx&wd3i|TV7|mQz1|Yymp!17?<Xvh1|F8hHcx24<9ZR z9JihGKC6a1C=SPX7{@v3Ftdk^DdOF(EL6FZ-Vl*FStW_)tSqy!-Mmyk`SPjL?&pcu zmvc@7ZgU25n3INw2d5cp6(oW6?g=W*Kox;%)xVKrvz7dqYmOO%O(;o~DF`;$oswf? zLkJ}%{;B4No-h`ueduEWu6{R|-q<{I6z)QEy}<*@a7-G#-W^X$(+J$q#o z1P*!@z|GBvS7lbWw8M=CDd|>@ao*eE|;w8j6Fz0a>E!)Jw7wD zC?aM?Dgl}*NLllPeJmSP#4w9m9R|aUqJosO%Fx(~K+evVb08=%=i)m1Z}BFBhLF%8 z9tPiS`_`yx@rR=->c{)}I? zW9|MBFr(V#TEZ1`RV3^xsU&gR?ES-L#1VQu=2W?{&^RZmkcDUu2vY-)tngZ*^FEX0 z{Y*lelav`U(`hJn%uK_0#^sFZ3$XdE{$9>fDWaOjt9t;ZGeNX103fOmtW4db&a5oa zXu=Q-tg0yVNmB+AL&_zN^47~$t!?U!vF*T!DrADd0L-wh_YBpf0u&7_tK7JeC=6S( zkF61_A)$qBmq1xTvi21L{V{e2)x|K{g=6VDj)Ri~cE{j~k`xU{<9&PI~sa(YCGOw=ZQ&AZ?Bd>O# zWo{-fBdVZWGDMDt4Uac_fAdF|PzV6f;Mn8_vm!BrZ~$qB&ADy-$rt+{{Qmp@?!WWX zFTQ#=Q1j(DKFs6wyhlXn<1sfFSEcsN#$e2FV&4GOyx(oJ^Z736 ze$3}zAM-gXdFDJ{54t@(Y~{G!+@$m6JdXQ!-~5mtPDeTM^!e_?+Bf>EuV4T2`*}ZV z+xY(d`0_I!+#a9Cc3X99@80<^Npx>Y*J1F@Iw-YUQ(C674c>Nl_hH-EX&cRLzm4r? z9A@zIs7lzz;p5@`Z9EJJ5Gr~oDj)8*4d7_w5aiD2P)LQCMlKbkF(T;I;ep%$CnXNp z@SNFXVr$G{Rw*aU1;KnhfZaZ~7BT}0TUTY6rHXKHtxGhQNHfsdOxgOE-Y44oS0w_r zs!*`fa4Kn_%s_gd8$C<{;?^!lG$CaQveNaGA99JWms6_jjs*2R050kkv=bC9V3D^Ly z*oVr@$PRL(*}gf!3X<+)iNHWZm7H{|lDXY(PB&mPA|guI97cbA78Fh@L2B$ioS;U_ z0aNBQN2WdQowlm$)B>#FgRrJ1%^PV~FRc4+qyvow0w@R_=+wYdGef%I_*w;yk``t* zXHRoQ5>_f6XGJ&9%((5osj|X{GYWz`D%GhZ=TyWBp6f$2g55ODPE*^gq>L<8L>b|< zZFmv0*Uc)(B4pOJM}603lOOFS=#=aV6`^7UI#8_b%{7-2DgqY_K+wG32wz@KNM@$& z?moJ)s?2%YoRkso_F*$>AY_?ggIN*5?Zy&{j8q4=m9(lDyNO7MD$pLBpFfPR9&W=d zQQv$xzrE|c=f|VW$1k3?UwrxQakp30@Nu7a5WdLS# zK4w&iXVgs5@UZ#g!#=1Pm8JX4GkK=w%F9g?UXP6O4=4ZZ+m~-XoKb3xL_+tN0)|nw zstv4l(qexym735IIzlj1bA@fGrb$I$I3G8@zm0bfp2gSa`^Pg1co+nEKjm&&IHFQT zT7jv~Xx5ok!H`ItB~#l4Fw)GrRcwu$9YF%4QUMWgU|+5F>TTp6iFSnoV=Vo6E0;*i zED9k;<Xil>+lWw_aik7Ob-cYp>fo;<z&t8rX3B5;?6yCB{&c%NxEsobnR1$` z;*3L3WrP7p%^5KZ!kH0sZiDxG@#DNd&n?Ste0sk> zz2E4JsS@sI{P5#3LywQ+{k#3)Vc#G9_T)YUxo;d}4s(?GXosMUt@(&Pltr_BxBUjX zk8RubvADvUw^-hsMVM@VLJJvvxbIu1IF{;sEkw7KsLrtARV_C~17D3fFw=4m zdE0T!*JG@;C#}s|pp>oMsDz>Y1hp2by0$+fYDH}>jUBEk%-ND8_Ey2Ac2HGCB4>4O zmi72mGFnzuR!mh@oSBtCCs4>~Gtse01=TE?`DP`HYDx#~JVsn70|X%hPR>~gd9I*t zUFSHUEVXdsoH5TZVhp=IZpwtHg85rMBjOB696;4#rO!FW;9wlVEZeLiD7bUE4ZHMK zr3A+!L`X=gfOVYY^{rKPfD2))TpG33++~3!n%O1J09U9%s8%ZxX;+^CLG|aEo%!6% zSyn=AWCrMJ55b&jBCR!DQHFHAmpB&Z=RP6ziw}}@hsq0(bl+sNHON#0}0^4S{K|(&P5)jT=nJc+r ziC1G>HG0lfA;Q+hX*rz zIpT*?=S#gzB*um@$T?>gKHlf|&-0$$l!e`(>m4fTo_SU)Z`9eXm8%>5nkrOkHaQ`V zL3i)8nwfc@`7$pAPKZbnA^-Jr-T(aKq5R=xX4vCCNX(2QaRfo!qk4}5F_KU@-6%7t z(4xAy5XTG9VgvGSj1GJ$9Fdv4pD{xM&(=zoP!)+YTl>+$L^AToJW?r%@D+f%K$fnq z$?A<#2@Hof@wSi)mRgGcB!>os*RyiOd2*VH|96wku!NWZJA;X>uG!gb%e6|@N0 zHyLhYYq)Sn;hNX_>tE`RHy`Jc3<6YJ?cNyOHGXuy zji^9Y6@2{k(f6Sz&Kt|gcc0n2Cx7?A+YJCR+9AyUqzTb|T=HoHL zU+?dT-1#BaA=I`Z|N^PX|fna9ZEHBbwT-n^n!1AJ6Z8JU@I0mcDr4Rvf|-rYXtwR!_OSUj#y(ohU^7iR2B>srL4#@P(Wsyp;A=^7n1Wxm4=)70?DUJ zRqlqP0GQhnp%@iH$p44h4<91~<^g*SVQfkJs@7wTgGj*{WP*Bb~XVpwI*k-1xzSXU&LZ#!ZdFFX0 z9WBsw1Cc$+Wv=oP4%^B%_p!UAT)V8a`bn(o`2Zy8#X3o?P@hgwS_cOeQz{*2%vla> zJAi3skhxpTmKBSrvpb?)S=h{gByHR@<3MOw;m#G?ThTWGh?(FlA7!vyD?^7p(M;8! zBq=P0uCfP2RAOD2QbiH)MZ*?A6lSEV$Ep50`oQQHJ~Jd$M7GBhOO(+<4$zpfPFc5} zOW+*C*)T?S9KJ9s>C{|R)LH@-l5~S{A$*^}g=A*U6xF&D3F?}G%^b?0qBO2^y3`(h zRAJxN65SdMBg+b-NvCS7d0xIvBi%TLJ>G0H89RQGQ5w$kR27OCgQ)7RT4>{iBAZt z?3VIAU|JFGz9dVXBQvY3BOoBV$)V*0(oCJDNUf!3xxf~tlLd)U3*2h{tXZv@DMQEU zEft&kaFMzLiRgGoBi&@iu2$-#kL*!pN!1}#$!4I?GIZ4O<={5_HS&mo~qPZ$ICL> zKS?K6_jndnsO2yK%0-gJ{Pb5-A^ZP)jjl`L34>h_KbZs(jIpXax~p1=P7jNrSQO~-N1v187VIJ18I;oO{GJb9FT{@Lxz&u;IY#>1m+ zJHQr8_LFTikThS5?wYg5@Zn}|!}rJA*nP38Fm+1{xYD=X71n^eP&T$U5}dEcJdSxk z=P}jNsNv`R1e;r|oE6z|kig!(SJiV&$9EbnBHM)?Go|8SOw}wm&&|i?Mr351C5jAH zwG*c<&rb!7@YWat4Yza(8#jKo36rJIP zmE(>~NK!7Y9;7=f3P4oO6*Mo1J~$+!Rjz5NvuEd-nYj;CGF7TdXl9tBQZKK0Mk%W? zM5C2cO{huHjjE*eQ91x)R^=KQ3lQBDs|wwmL}Ajvtm2vgG)60=0aSKG&JhZ1o2@z4 z0o7!$^3~G+64pgPv(e(hdcDs~QnhU&IQDU#HD@Bbsbafz!)K;uvCu_ znT5)tUF!IS@nP#6;Cs!?%wBGr(=zqx(j=fe+o2yv5r}}QXjWMnzj3aWIxGj>^edFW(#*=P za3V{@MH3M6G29rLG#EM3RDyXE>oeYT;k-Gwfrml2mGvOXYOS%NwYJ%ZSA*S4gDMF| zOO+Eo0BG3yj$Nh_*WFAy5gq9#_u3xxTR;8$7hnDKcYgX?55zFuV2brW;^w`tH>#xiF@jK=7i0x6^sD@GVzYsU7OqJi2!I32rl7#8xl%g z0f|E0&-!?FHd9-fj90+M(uaw%m2=UYU;}JgQZ{VHX5^iwL^M!yIRhY+^{~}oYU|9| zx|b-O(h4Zf{wo<+*;To!u3XEK7m^s>H+We`*OoGo$-J1%Mn-3$N*R^vHrd7R6%>h- z1Q|HIoEmPoK_@%cW@XL-1qPU^S~svLO~@O(W2Zf~FABCCBrTzmge>+%GE1}ce8zpQ z=&LmDMoUw{ojn&9kW#j(Wi^=!fP+PP=P&}@$JLl(&ji-tBgSFo2IPW!yIrfdi>3wo z0p1)=LVAFe6tXi`MeJ+vlwMP>fwOQV?xnMM6wg#hDNU_;uAlpUyx+D?d6)#C1>k#=#%8GN5#dI_L;>lEYaH!Q&$|`+n-m` zr+{Lj0o}^C5(ume8?0GV*Xr2odga9+uZ`H2i~&nS$G4et`C*0e<(h>9JK94iwj5E%AR4nCWN1}Hq>$YLr)gHO~>kMgkM-?MNo}qGRz?E{dOvOwy%ZxeIMN>Y^eFJfx zIkO__e4UcuaI-eadPgwAGSXV(a6#Ay8cSt6x??IrRZwJ0xZ1_ppK+hSK4`;fCeh{R z5h*R9e!&dqscpA2GG|#|OSO1T$c~vdYM57mmJRH>8;r{{1ub91=M4ViMH2f8*x3D2gWtFvcQROljv~&_g zQP!mt39IBR9jP-!DTI)=>evoAJ2+RloGYDBp%kheT-7d|Pvc|rp))n>y6^>S$3T0c zTfd<-fRVKid$-%RnGso-lLRQj4a$}x# zq@wg1`AI|tlz2o<-{o|Uy`yWSSMGMMPbh5jvUWw!KW`6j!U zU~1%}7Y)(ikf0&#zPwHEcFe?)NbpRZiICkBA5YzrFR6RhG@OMHvU7;2B`;j}Q>V4) z4Ko9vH>Us7c(=x;#SvViAK(7g!14pE^k-hg?8VStfUd4-4xj$3i%0Fpv`?)y9QLSn z{r~IhAkcR>y;yCgYK#}QhPw+xTVBCWW7~DM%AoZFYo+EaT}{7w{r4DOy)#cD_4v5G zfAGhLVeT+@`q;LrvVmTW!@fGcfC|W z$e5LC){t^;25{cbc|@k#nWi#dH6h;Pm%B&IoEft+v#;1CY$64Osy6zF%wiD8foArR!qeVq0B5|0z9Z$*)N==VFPbT1XL-i6oKsQ z{I0~9xuntRvkx&tDH3p&>|_I-fKbY_&Tzi_$>(N>`!PS>6(lKf#$qNSg{B#x%rbfg zUS8&LBmp{rLeZV(k_@#fwXe5T=&7_xkgNNlDcXW%^M+Yf335i!v~8{&kGE|M??XSu zIV&Sl$`GBysZd22V5ZhP8&xHwI3RJ(s*>5rsjc-cy)T;E@T%HxeS(z@BZ25bUln9d z@vT^9B@;O;c3x|uP7Y*G?nH5}z; zmAwux-!h0=kCq%|)d5<|ep=89?f^2qDP<<1-ObtM+&oc68_wajZ@vvUSxF(?Nc5`m zc4BH9WFeO+P2Q(8r4_FPCk44*w+h!rD*160+J#EC4gx!-2SFjxwB8d7KH{&$v$jOcAZbhaxk$D>{*?mbJjcB*?9q*A%TMS>xsG{{IsQMlqis&-#h+HqQdAjaz_h##7%ihnwRUZ(!&N0_;w;>A`D6jH z6ymw^Wni`jn-a1FZ%1{{Uslo@3)I-hC6nye>cVE$(%0B_FMI75WzW;LkCrrdP>N>d ztU6PG%~T3mN>zt(wu1TUqq^SeJ_`+yh|&2bLMK%*KRXpqPZ$fEUmUIul7 zOw|HXXX0hYJ@A@(Exv|cqE7KloTUJwuZD(r8(WZs)l7h^1^CV0w0j<9*4sCb?v0FH^V+&fe*+Bcm$e!63or%N)W@|Qt8a}Zx^68?FQ@>aTnE?6 zJLdYh^>&^u{JnqWr3Jh)P4H=$?SCCVedmgTY<~inFdxPY6Ro7%KK2_V&7(lPp84&E z`A`1*{vZ9b=YRF<{QgvGr9+*C*NT@TzWL_Ir|r>fd-?Hs_%JtAJ0DB6W@mR+vY;_c zUTQyZ!)<_#LFbwEI(1e(qCWfbVchJUZ9Z-fkMn#J3?q>VVB$>O!m|~e^aaM2YejFry+e*r)I5Q*Gx4d!$e7_Ca ztSCU|{g^Mu@fs}o07oZH;?1MiMfIHxWQOXys1%V9d?WhqySyC@hBe(j+|Ah|AdNk^ zS5;kuMf21BboT#q^D3UNC$LA<{W#Cpn6uhjGiSwAL{Zvy@0h_v)yj~|%-jZP$WR7i zR!Q#4#5v39sgz-V+#lb+d)ROH=i~Xuk29c5vvOz7x|B&E(Ck4~>FR$xqoguv8zd~N z)dDMrd*XHb>HEL^KmA|*&cFM&Gx4i`@&EnhKmN~u__M!^J4m0==5SSN4C~N1Aw`QB z$ILTSDkj+B{G*uYK|{TDvih|)paWTKP%F)=%Mt`;RM!J^ge)Zb#(n43=`gJ}1tWCa zXSUY>9Bw6>r$`i4_af<|L68PY>Y@Z@0`*xTv@HA?Yf;( zRiUT19_4!5tGpsc%0!vqmu4R;s$LyRUY%rrscNgTG6);)N<}7AF{h+bo72%|s84w$ zZLCX{)F5@1vgz`Rd@}+@K{F7{ruyA%7<^#35u*x~==MxA?!#`|TOSfjSXeDYXuX$w>9mJu2uOd(3^La4H!vSCYPi-inAN9ZkPuDvYT|78N? zlpR?gk9?lGhXlBDb2FmT%sK%9vd9&5T%;Thbb$d1G)rhEj#&Zi#)r+_5ven(BTJmx z4MofpNGG$321E6qCd!OfYUd+++HUkQHM?@4n^H)tqO;lNR?!l2cS%!q7LL%oBnq^K zOt6N+3*U&=04%g*U7t}RK^4gs0`!ap3fZwmi_HYqzDh0Pf+nfV+#RB-%6!D+J@OvW z)4-WI6SF%xe{-U`au?l+`V{V3ZE%)4&Y3ErpfrF-!Rox+irrB6n6Aq92G*fmX23#A6G%#_}OdVIPRX8n`2 zuTM*LSL=(vbvB;%}k=IiS`&-UsR0K&(JZE$SE zt@gcdORhxClxP`>Sh;vrW z)rb^X^Q`m8D){iNC4v2L3z^x%#GEQ+g?e7}MlcfFb`!9<-9CH&Tfg^vUw-w~zKyT{ z>@PC^&4*t<_t{gGO1ZlYkg6&bA}Uh}Wg@a71z{f=?S3fKEZ+byVveu&|H1$AfAfof z|9^e>XPe*t`Y-<0=U@KpAN}3`J-+>ToS9Wk%o%Mt{0lI|j3Z_yDmn$3kc=`wiH=8E z28Z6es50BE6aGf4&B|2KuYF}zmqusjYyd9n3h9|SvygR0z8+_P(FJXr4<9R8qbfUC z(Z!U=-7QP!gcG7{Sc#wm=Dv;F@G(gCd>_$@J24?H^oZ_cbrim`N3wM=y}ezZ%e z#mvmCPY|fNLbZnjAOfA`m#C^d@Aomb8YxvJGH1jJO`>&}<=cT}EvgeFV?;?^^jQ*V ztsceIz^3kKS&iF-Ot!($MT1?7rBRE=Zx~H)TQ`@QJF0y+VwZy%(P0iv12v^Cj2;iO zGI37BT?))pi|FggSKl(e5zyJIB^jVE3 z!7T4M?_YoY{eS$A{^kGkpZ?h|e|UbqpH6OWo9k&fpl#sYzC8{b7UinMoTk;O&PF(f zTRSb{0w0_xVsoP@&OYIhT9nEW1#6z{4H-4{d~sbPJ&}+K8V&bZuV)_FF>>t^#u)DI z1`B0rsYd}M7}5Y`Y-05C0$I$AV)I`jx6N<+*xa(pE!Td925`NnoKgxJ#Bw6HIwxzm zIqBAkmLlM06G^DVl+4$kKHS?1<1n%s3v5trhC08kXX55YJKWCDiUePiK-Fw@hmRrwQ;%ZY^Q%_HmnH9#Dkj{C`43vTUSnabJeYkQBSgpEh zF)+}1*G@o1wM7-ZT+IR-R~EP`IAyEwlfp_USwK7qAO)Fl4r%eL)?WK*&HR-EANJ2eC@G;WPC#>MZY_ zWCHiVk$EKU6ZfiFItmHS!kGx+OvSZ?Y^&*leZwwe3Em178X3KCJ6yol(wY6Y5XYr1 zkrrcaLKW50g+`j$Wav=_qGr{DDh zuJ4DRY#u#xak!~u1)E74&(I8wt%lXsb~(um=Q*EW# zAMX0$uBYb#*m3&JTPEaVfCe+OOH8?R3{%z8mCnc>efkoF8MeW(xjAD_3@25UW8>yt z*|tY(A%zN^YvqHP$k(dSan$$Uov-(tkrFnyZLfW+hsW`NlGDuWtXggC$*vkmRpLU@ zVQwn9o6sF0DudH|Pc10!aR}@P_!5ZWa_^EY))hRH5gC`yfYvdQBxhDm#Z04AmJtOY zkuys*%ra9&cdN|fUL9hR_iA-a&E}&jqc2)DyTalyn=>2hqBAm-aM7Hp%1}hbERdVq zz6~Q{$(t%8b7m&)ktJ1>yY0LCux;D8S-VvCr|qlX`RenZeG#aQ*l!!iGfwZf3L0)? z39MolN9L>os;#=Q6rNRxkhw4$aJHBt>ks~Wf9Dtf{{QT_eL+2z_ImjFPk#4r?~niC zw2uaPcgJ*tm_fohtLgF

-=fC{o$`1Jusuh9xXZZbo9bc^5Xc;DCT=W?fXU7NvpQU@w#~OO+&SDTb54M=QQZ*^XBQZtQF`O{Fv#1(;{$28+qMn% z;yWW>U(U!75Hk(fZhqd=Xxqk)4y{5&XPK8uX6tazEKx?QDl_=t*vyTYQune<;%u0;e!r5UP4v>yjh@EWdkv>cz(O^8t64ofP^u!~ z?v-c}dwY+g^UV`!eUe$F8lQcOHv_Pwf}l$6Y)qxV&HVA*!)KqrZy4p{kIzTER!OH^ za55%(C^v&azSNNFhXKx*E33LumX5yJ-DG(8Zu__Xt>63ncYk}1o3Nu`aku;Tzxva^ z_`m$U|M&m(Kl>;D`Y(@Tw(`{|-Zne-Q8)km@nPG?=TF_R6{S;ML1tc%ct3Ub+{qY@Ubzt{|QVucByvJIg+s%Giz&ycWzhi$tJTg0Vu z=9+R^wwmSXC6ka0lGfUV9-H9HQjP9c<5|u(%&E4Gk2cn^*QSB6g0iA8x zL2iwcxq~3wNM-jB827=)eLOU3)CM3ocU!}LYy8#I8@K>B3e_v~DzXG=JZCDkyY~)5 zxPeml%SvC;MWD21pvr^*9!!>eq=Ze3jr05Q?g?i`>&0C+iv^$GPV7tP}w;>}2 zZErI&t%vWF9aBf)NF9+=Y@baC_o$aptZaA=UzUXeBbn8CL2Z|AX9=%HcnIYy^95X4 z`U`^78?LrwbWMM+q!B0EAX{r{FX?iI{>EUa-=LO(9?To$Y3vq)C|)v`o^VWWk#cV{ z-1Uzrbz;ckf_cq!SpP~&7eHk!I?FJhQUmJkK9Lyu8jy*6w)-m#wVf z2%h)+?g#zZVBYiPoxi);Z6CYYzS+Lpwp&MS@S^9dRA*4sJFVYS!MN{pcG-|*oHwJWJ*X~8XL0;GPBNO08oj{>V(sXsH%+a50DM^DF$?G zy<(PeB?f_gyOZP@C1|*x46~FvrM6I)#s?ivs5zB^r~;}LvFq&xk25;C*vywrVWrd- zz~QznWvAA;6q!*0y1AQ>KsA3lXyz@xldTjmh_`pQFMj%auqSGm9AM4+hYx>I`8-V87yykf2hgxt z%ZW3~#C=f1BdZ$Ak&J|Q=Sjb6meu|#KvF7HX3_h4ha^ktT+Yt18du&qrFqOuY#T(x zk=0gWseO|^{Pr;DcD`06V(EloZlVd`pp&#{oiJdLA^b&A4g$TNH-`u=!y2Ui0xnsKwQk|zH zP-(Ckfy(p-zIraS41vgIOo5W0XLJf^ufk^{tLChzRZmz2Hx1NqvuHO3_Y9E)w^lBI}M%RwU0#O-EZef941pS&xRVw&BF*ZlE^Z+`j9 z|Ks2NFaCFb_aFcBUmf>TQc)fK>Bnvvx>2A#Zu=LH{A~A|ZJBw_`1mqE9+6Qr_^>FP z!Q-e5xFH2@EriEI@ko5UCwjFuEONt*z1EWg?op}!YhrVDWHE%zbtXQ}S{GMOrNGTO zD5&PtoIT;=?KP>Y6*_1vybYHsMOMv3X^HhZJig_IS-jkreRmaTDpaysCd*4@)`G2t zL&3m7bsMBW6i`lsgO9@>$JhudoS84P&M1jK+{a)CP#CsWHVCj5leJE< z4@L@#eg>Q*hXb%yOjqHo1mrdZfV^ft0;o0qamB$e39?BrFt1Dv2`RX$$su?4O_3GN zzm*o6j|&m(;5iynwSuAQO}#DWItyzZo_(f@f^%VGO$j<+CQq%D0U@7aUadMbM zR^h?1LaNJCJfqIS6kh`O#EhcRja&EYNhzM8C>GgM;4GbGjo1~NZN=zRmzI|_XV_Fl z^PIW}(I%;{e_8_6`t>DyThi%^zgd`>uKYs2&2s%%a6Q=4TZ0YW#C6xqcI{)=AIr7N z)FL0&lD!7FPk;2F)5_tCa@}uZ823l>oxRMdG-u7q`x&qI%84!Nol0fr!lXdME+F;s zrM~f;M}2pjpFi?p^PBVWfe#Pz1dJ)ivHZTQ7z_xx9wtB zcPDWSQ+1Xdj@Nv7sW@{u&8_Z1;JoKN3qbXSW}^GpIEIfg`d@o@x#sYOHXEZMA#?Pn zZ2hboY2||$rRd&6WeHF$0GDmZ^lfBRM4mHq<_fbAA{UGUwkmuvU6oLw7gTo&D#1*Z zP;a}f*dpA0P7pHp&fKJ!v#O}PpaQo}u>Ha_oYdovJf5pi#1D{V{CTYhd|!# zJgN%Tk@;jqkt7!6nSnp~!$11+-}^VWpMB;x49s8s(SPz!{?q?JFF)>X14w5}fBFc^WaA*r3}BrQ5Ui;653nv@?KvkT^H8S?=N6P!XDw2|q&bov)!;0@*2IU5nsuk(ecy11g6ZZ=<#F*5LzpiO!uI zsOmsRvztpusk1+1q>P=QLhv@aBeFe+tM#o`N(I^oIgAdAl%mG43m#nX!z|WR)=FNs z!Wi8IsfO_yb|T>20kA*}z~SbtXuG*TY`zg&k2Yp7&dWBFg)@;NY+Yp#tC*?^T61{n zWkm*y#D_BzdKlO{Mu%olcr`o|m0Q<>w|Y|RPw7IXpY zwn(hHPL|nVHy+B1HB~cHS~Cp+H)NvYp(Pm&OD5R3WKXryCp((h0!LUN8zO8CfJg*d z2tNyM-B;0&w;C36EcbCyzR?QktVq1Vto zcvi=qb1d!IdTwWC`;-^%wq7=1IZ=BD(3*&GF>biD1qO6Lvfjq9{(V*eVXxBbKP>4@ z8){Zwd4Jn$PrRl#UcZliW2C1NrZy3#tV;@c%TVGWKs3@4#J#P>G z<(K1kXPn9RAL8o|bx+)*eeX2dBgNv&YgjQ3zaQK^pEi8{WDf^#n+>;ppofggIu0H8 zia<*4<;LOgL3S0ygVA8bxD81x8Cf$^9K)o_XzsL*SDo`poi!5dI4s|Md%z})O+Loc z!+7`JA0M`-$FV(l!{VEAO9EshyU#t zzxxM2`}uGE#h?C*m#_bD{P?`hjZEwG;k54clOCLTUkAwX7<^G5N=DS~g{rt`I`Kxb_W7aV>+}_>z z)6e#we_m(kCr{hcgYQGTE!RpXvMq@c-k=S-(bys@0~+ok#6Gy@m996dK#P>M`#}`C z8G;q7pDmiYqs$G4%F4VPy+BBn>b`SzRngkS*jrRUZ?rdPDI90Lo)uZwqFRKk14gQb z%%!X}LdY{zRmqy68I23#q&$pP!&#+D*kA~m896zqiSvB@_Qww|_n1AEw+yIxeFC%s zs>4=LSc7}9(w$rP2mvktHOxfJ%nv_4+rtm{GhXlKH{bsFAOHP7{6GJ{{_tOXok#j= zOT5J0or-X0-0#yqd!Sܒ%w<_E1VW_IZbCnxrHwJWOsI(TiVhP8r89Ga6Q)aTh zT3Q=*2F|DtN4=PXF!FIw{TDliB z-fAFA!$IO^*a>weEg@T&pBp8MC>m$N2uK5Rx7}>8*bounz#ul`Ahu>e3w9AzKe(x`+Rm#aT5t0caef9VuO0QMVfqQBT?G7V1!!X{e0<{}=_tCXf zSQbM)d%4X_U2Ds&qQ1Q@7d|4)^`wlNN8gG(i_O-;rHq*NP{S`NT5P{JsMusd&N zod9gsAKrq2q@HV8u!hY0Jb#^d4ZhAgYVqg8K%l_0aLjsDO=&_2CRJb;wE$N}2p|>d zZ(`|I87_=$eX*C&4Zrbezlql_UX&NPzy6o&Q(70%Zz6H)V{h+q!{l%J#OtfXr3H{M ze)?B_ZsnksMnY)ntK|hPvzZy=b&RKNyz__8{L7!7-+Xs||1n+;e0=Sb(5me5#^H9` zdE3a+Fbw0vhV9nF@|qd3;&s-*DKSX3R3chK*rcPqE^P?e1$)s?Cs0bqd$E@59IF`Qtd}xN{zHo?>@oSxSb&+D1E; z8j{phV*_@L^$Ilio2_x60|_haJWdWHGtVM;+&d4`R7ubWFPs_G!Cz(-g3&j>ZNs(= z9Iec!IZF;yF5rC(x>2I{k?|7or+@sbKmVg|jH=vxt3<7`uLWV6F=7Q%w6KgoRW6YH z3UIo1SCneVuvDciWdRa86vLhF)}D7<<43=c+pv8fG`~Igd7Q6@&SO@}=n1(yjknGA z-F)=%qN=J$w?@0m&CKlGyN93r;^#mA>woa@i{Hn)&ysM3o##AW<9`44oA3YGzx?JO z{Nu0x?3?4em;CWiHP!3+xZ77B^7rm>kNo&<{`OZ7?>5W9hYjnDxk370FFRQn!G>8(j9s5nA2zI*Zg zMp@op^Sci(-~aHeqsShkk+l**u`*8pStp;g6S7hST-pQ&hIjggwAD=e;m31~=a>7h zu#fLQ9{=c%e))g<2mkty{xa?wxe&eUtnDLO0P%VrACK+%nJ@c(BOMrCL(v4JJ47nE zxo*QdUlr=jW1I#llRcQgP*B~ z;ZK9_b`JA7tCqzW`>>l~a}FX@aC5avZ>fKbkm?K-c!WM4IoCX{EUBMuf_eHoPn8J_KpMlFE6!TQ$7?+!`W+!#TBqRzFx*G$61zTuEj?Vr zVP}Q{-449YT>Ec%^^nS;6`dd1y&5ppu#QSu_>^12qAXP=XId1P9VO6FTWc_ClkT!F za0S)XK$M<_-Dlo6>t+#ed;nGAYv^uxAy3m3Qwk}HQwn1irY;3sTYuN|c1Mhb_ajNT1UG|1c`qon-KKH-751BtoA3L!Z|=1HaXdcx{$ShY{VZlyoLM2TX4JeZPtoLtZF3(! zHls0e)|u`|Dx!>IPEiF{E3${TK(C>SC$ zQ3N9vd0sOFnYr&)sZnmXv2EMC&-UBn!|iczT1`^5=g8S_%u^U{+L*CM8^ToYW;_jI4}h7V|E7m8uX|4nV5nO55?xNB3?lp~`~y`_>=h zl28mf>E(NQMHEodFx#97xS0dWM5nz)`%FR5-3QIbc=zt{%b$ID`|1nbcCegc9`p5w z`}6mI@~40KpZ&vs{SW@}U;MK_zkfLWC<)#tuNi;1*N3}49x+el&mXtj#M9o7@xx{v z9gIH4tEw;qCYd9$Ixw<=8R~`pjFK>;FF&Oyt{kjhZX(bn5LHMjvyf(1K00?F>=3W^ z@uj*n!psV-Of55mv*&{ejgrwjzoXm0Bcxij^n^^XVeJ?cF?-GmbR78X5MUy+RX=ql zd(l%uwTF+PM1)>H-s2wma?B6Uhsqw^wzglWi(lCiy+RZH*|$(Hl$}su(o76ulSXng zPU?OZSo-#(|8T#T{^aWqfB#>8`$xYz@8!#MeC_A9mT5qBOujmP_;~+ux92B&+J`Uy zV|!;8Z3DuVkg*jJ@D5>EYht+pD<_+hxDl%Ww~AI`C1s{HC6FsY6jHY!Xr(XoMR2jk zAVNB`&g6`)hEwZhtE_;T>gfEl6s4FMDKkFp{&cg4jRZ1z9%0bF+ijrjULQk0ob~m` z`0h-}cE{&8|H;F)dzo~g0#*ed+=uPN=#Xi6`|V5CTIhwG6SH(iJx4u z+ufqA_iKSddmYmCe)F2QW^nte@I)6=%qvXn2lounHC`Nhd~ z=BTh@8l^=qUg*)H6e-ig6(eyd07Zg`|x3aOsnLX$iaXX?aCy&>0-orTDZLP~XgrfUkj0M5QL z-X56#m_C7Wzk#vg?H6CaqDQSZw_XxDtc35S-B?5aCmCIV#CZSHpIKQ~HcM3@6oyl) z`iV7rLY+BhW@Kddjox1aQ~`08S(h?lI7?7s3|;{?=oTHI0QyyeL}OOg?3hH1;hmna z^o*Ntdlwn7Mswa zWXRM!GqYykexL0mkT}M8^s(F69?YDLu~tfnIde|MnKiR5xnpzR#z ze7BF=KK22l(XZ^sW;ak-$^t8*8mNdPx8Yeu$;U#~$<;cf4twiP0SBB5S9GIUuUe_L zX}Hs6*G`0%Wk5-K2gXWHT^w?ima_>fzO|h)W3+xb*&jmWO_esM1~CR;BI{~9Om^g~5ikV;0%02y4}HT72dWqsaN6NWd~`FeX}w8Xy{-wsFEv2o^I_+Nh-RV2uj29uM_4dif&fQ zd8WC+0hC?pqm@rm*fzV}#@M_nFkh^kIM0tiJb(AYKmF%_@_+wN|M36uU;f#jd>zkl zp7+4B}VDcVl<2&H$|ou_;8>oPfk+D!mmvv9N@!EHO&=i7L+M zmsNoLvI5R*XN;=FO06VN8KnSV)#Hyr==!f}Rn5_YVsRL}$2_$<#GuMV%hD`DMb>5JSWrttWlhm|`yNOd2fR9p zq-%E;9lVBG(4}HQSnUed$_lD4GW#T;VrH3x0#fd*t~CUe>Liy|V@JKUR57ceuf8{t zy6OWuZns6|SZ?lRcjzgtumbk1l`W{MsNw|_5Hv@GFaRtst-GULw&JQfOqEp|?^Wnv zmnyF0N?WTrVQYMb$mJRtwp`>L2e<))bZ9p#AR)oKN+iT1aF$NtTrySw7J|TD39^`C z)H2HGdWl-l{zj$tIJp|B*Id`A+M3V!n;;zC?&tbMU;~|#VeWQG{Z!SFgj%03#`f^2 z>aLDXeCltR<}@<_SAXwhrBE5UM8~COKT93YxjtEf8D)LM&?$BAC)b6fOChLgLSAV` z8v|x-;B47oi!EEM%0#JhM#i;q$rinyGL#J%HL_SWBl{-L3PWc=SH*e}D|zJ{WeZCp zE2id|k##@j>r36wJkF}bwr!uk=i~d^_PD?Me7Dg7lBTRGWnj)co@aYD-Tl@xXb%FV z%AmuC`^|j}`hb(Lo}I4<896PGkZ9~JkM5mRZf{pfcg*);EihKDj|y(4&g#ImCjt=_ zSt+&T0?TBs_HA&8hsH1A8Y6X83vD|R#jF?2*1zA$6kff%3&>Wbv?j@4Lmpc+>CCpGa zZVab`z7iXnFA;%s4PdHO3AH%|p2As?Q6FF8`T3|>yYXH~<8=TpP_ggKPRV+S`ucfN zL_q^zp4(>+_UPK38?>Rl@!Y(X-%wUuDv?q-*!R%Z)fVm3%vD057KC`$V~`FcQmR^I z7wbx}|G4I!(_0{IEFcEY`tZz*?d@$oWozE z9**>PWjzm`E9#d7blP7$RoXfFgo1SZO&PhiBNY8QtWgZ7H~%0+#ZKL51o}~ zs=yL5QD9a{NYVvwgF^4Voy6M0hyl|4l@jr9hRJ!P!-OsDE8M< zMJwzn3#w{!xEZV1uR?VjEIeE1zAoXV1k809x1q|--mHzCLn~>v0gZ62#@2S6_Zh#= zC1b;5UEq=>fu&+0+jB1&(ME^09lcEn1hK@`O9+k{gKoAeo4Lwr&CLMEDm0^YpkLXi zV6tkCh|uhLc&FyB~x&)@*+FFB8b@7cXyC<6c_Z5vw)w2E}OVR#! zqY+E_t5Wu22++Fvwm%+%Y6}+4Ot%eVrDw9;#8sH$OwGhm2uW+3?=C0Iz|DDP&8(<} zk4nhP`B4|p);H}N=q6pP=h{5qUdOjzB`$95g6!A?-LO^O+UV2DH^IUh`itH zIOF-4&oA};kH_~P^T!YI@wJBIXJ6j_?c4r4PY<{E58H!px6RFae8{MZ%BcCMJOd?n zZ&dJ!*o5(RkX1~% zk!C)Y(99rAE7elk_ONI)=f0a8#le+PZatoQXTOz5#PX&Tus)Ux5?4x^VoZRQ%5Dx_ zYFz7@dYB2YCX~$xbEmDcPxv4T_t!JN`SGSr-~IS{9^Zd>{`>#%PygQE|KtDak6yk% z(UUMf{c~yXdQB5%>cd^%I=*=1=a2q4Yz&$0+G$7@6^fZ+&C+p3fu*ItuBZac7_$nT zrTbJv9RhBSF>s_(%Ch@Wr%K{xpmlBy&nZU185yb3Erfkwe@~+ql%1LL{Wsk?NG29>xMI*UkgX z#Qji%pf>;}UU#8{NU3l|b1g2l@7x8GT!-_L+H`2b^~iBmE{arN4gyfbl`qq^QATV{ zeHo2%w=VbFj5Yys*!Gk%vv)gplSAf~#TzYUQlm4JBnN;>)=;A(OOz`$LX(?E;Y`g` zq@S5Z9#LH?Ka&#TZ47-YAE#zR_0o*a_^q|#p+_ksK+;KbY~InWT!$evz!y|!pakT^ z=Ds_ILtvsHJENR3O44?D;4IK6RjsbKxA9(PWQt@PCe~cNs?53@MN@NFI$3quQ9CH! zuDm*-vPD5usai7G2*?Wa>4khv2i^&Ho$U;n6YWlDDL5O`#x^XnqG1xQ%(h;f20=%l zH2@1j$}4?f$=!wQ5W!Nl7Mkl%zqvnc{xrBbYU$_-*NYR08F|cd=I}LoH;voFAEby% zadw=7wfg}LA+)%)hsw4Cx4z%{*R02yy?zk2o;(6hmfScDR#jTTbtOqWvl@PJax;rm z^O9A|uidbHNtYTzD_}(ZMfK|p5S17*XjtxwVlc(xUWOu`$bS!lirFf~@# zMUA8?vL|`4&#nfaYk}p)Dwr9%&_@oF0$FgFJLqtyil%6R#I|)ttC?6;aX-#i#(4sE zzn?G9=f~&s$B*-uKg>V>X8!WK-COJMZ8mx>UHuI=)n>iv$L*a5K9 z0edXy4Gh-&Y>Az_v9ujsyhA{IlU9}lW@h8})-S$L*^g24n~UGcYKI`;NNEjrSs5!P z$7tIyLfham>k794(F-Pwdf0t`aJEr3+Lc#soek28iptE4GOgrov$l+(IlhuA!+ImE zYmc(tp+&&mZF2(KKHO#2FCd7rl}3R|-Jg&760cu>{O+hf|Ni)g|MHjrpMU<%AAhaa z#gx^xi>)OMpPs8e7;KiFXMO*YKRh2_+_>4zIkU_NE5uou3Dl9e&&tA_%c#-YQ>i;I z?5v8i<7{&mZ=*(n^jUg6 zC>l2FBC4dp1)60rqlR@d1+D3~ON1)QiBuE7fN% zukZD-)2fOsA~!B7Q@|{Sbbrb3=kXWM^Jh=nm$&idqrJb`)8Lca?MCE2J$yQd~?>f!`Y77>6Ah+rSA+}0Mf;l#av1O|Os6zIpVK5`OnsZBi;i0OQ z|B$p5soUpxi>ua*rw-3>i%5WOZZ1&69k7_O88>4xpB$TMw;H6m7qn~+9ms&o+16TH zvK1mt-1PLOE2XTX`_`x}FJTrUl~s!n=NeBtu0tzF11W?w`ygyDPy09ul5$;aY;%4s zjT$l)Tirt=ux*Hh+VyX?)(j|$*;bQvv2pf%60W;YXcKqfZhF1wjMxjhV+6%3v4*!;j$Wp8gM z{IWKU(S5DV)Kw0q>NIa%_B6W|-nMOj^5gd8hc#5LbVCAdPVu!Yljv9+uv>?UpI|dB z1Qj%GE6PB#z+!e76&YNqxUG0uLhuXZzH}eWZt8-#uFGx_qMsn|&WtcNeY$MW($%uG zvi$^LoafPWX1DV>SX%MYJu^4{QkB-~W~eO%O3_wmni(srvQ&`~){_4Yn-CBpfk9PE z<=$pMa@Ya`(JN8Ir=5D!SyI)qYYFUO7lce*XT1j2e&AGDHk{xJA~193*xj~4bIkNg z7VFI1`Et+K*ZKT9|M)Ln|J9!#|LQM~zxeg}{ayF4B5l~O&;0!T{P-Hr&*!`MLvU4U z8|Fr`p?)_e#YF)2Yf{zY#cZ8r!J6OnD~!Y-aAPGDl9V&^j2W{c=bSMM#mrK##gfE~ zYVxYk^fI>%ITW$H80ylf)szmRVpay!Jzb^9?1LM5MF%t&R;lyqCho>=icek8%)Qp*xxb=}_tPn2c zih*Le%NM zSNDJPCm;Uh*RS85m~f!ajZcHy+rP&rY#lA(y9YkL=7&3f{o@I+P{*|4L@7^6kC2Pj_NjrOaw~0AKsf&dQ|_UiAO~6f9|%I78AN^p2o@?-z0qCdAxV~i?CDR8QYS}(I#TKgUoGCF zg#k1;y+caOkhP}96spB8Yrkc~2X9O8<&k9q%@+1B)YQrnTMKk_u}w;mm3>u7TJK8} zrpx$(b%Ih)X)j+6(s1kw(qKoM87a>~o zXuuyqg9ZXb3l+tWhJ^r?a8*Gy>~dKyJJU|Tbmq(VBJMrs+iT4^XpFT_JX0z`Wa_<$ zcsFjG^PRodnsfXNKwh`@bHrX&SNb>cIB5_}2vO|i5L<;$>*!v!p0jI79f3?5#8CU< z6L$eOyC@Q?u<+ASv$?cTOhMc=!CU*K+a`N`uEa_xbT%*;a( z5vc*JMt}$V+1FJ+{rLWm|Ma*2;Xi!)PyTfNv#)wzT#9{>T%h8b`Sr(V&7>@JBTyUB7F4YaD}tZVjK z0$J5#bp#)0TGk2&!40)mks$|G#t@q!wfP3u!7@eVvmgT%yGmR9BKVxcayPCO{rBK66hcdSUI|* zl{aq`i0BM0VUsP2$jo5mc^=G+$Z>?w;Y|>`obY4#5>#F9SN+wG&;R_N|Md6%;ZOhI zFX~6c+O+A<%qj0v`}hC&d4iL=<68Rq-anmvyiG}O2Q#TcFEILQeS7L{>g!eSmo?}Z z1HL>!RMYyBE=FiHjnjDESn2NO= zCa9^MCl%mAzwDn(pNR&Zb5?O7p4E*W!GQ)b9>>VB)-y6@*SFQrvX|U8*l1^KbQ8Pm z9D%C~5opfUZ&yD{#t^Uq-D9u}x3(e@)D&1HCe(B-#D<%(3XQhub#Eqv)~m#zPfV*x zA0tNe5%F^HyJ!C}`mf&g+e_a{SK|_=996$PG9|V!OW#)gc=hYI`tFQhzQnIy26n{YjZFBcTLq!j9l2HTV`7YD#a_13uBzZ*uBmIWyra<~QH1x8 zTX=KNJBh?bz_*)sD?-z9Hdmg62zJsVcZp|jxdmF5^m(G#P)KK~s|_xov4y`ax(BcJ z)I``!-LUKSLB2=L=p&#+sQ|9Vl)`cUy%mQo_-+(fH=)@ZH`(Y_KqLB09#o0#47__n zGHGkLytJc(yS;K`NkH&()<3y{^TpRM0FG*{y5o zD%S3t@1V`Om5hU@JT5i&Az)M6}o6>y{W$Kxju@vvmIiFX}b$xrTS0t0yv$co;VLfMEOX{8u zrhx0bx@*l|a}RT#yruFmq-r;AiGpHX%L!M{w^dWC@O&>pN{p-sj7(U@ba@sAGa~r$ zPVP)@IO?;}?ABUs3ZvCEcYFC>kJQIOk$#D!ZHKA?$?KYH?RkOZEO`}td8D8HjGSw3 zzfGBO*xa8-#Mt^ptwJ>0H0xf40H{h9`eH#=jY9;xRjmLbn8TG_fOHNvxA>jQ_pB8Q z5|IZYTd~(EFNyJiWofghw#u$K=j^pSNAfxSur){{F)?;#o>|=8ixrV$IHJ8)&1-cv zsbr30j58xfMC1rl%(!zly_|2svQSI&TJLXjKCks$U2yz3?OAs?GyWj+^&A;GUdNAb&*z12S5IlQ_6pK1V4A)$GZmszEf;F7)z7P|IwUoc$wSOV>ZtdgllG)#)3 znk*BeXX0_>kug$+J!BrmRQbte|mQPep>NWYu zjgy%ob{40P4LhSf5lY%I+fW8hp|Kj7>LW228D{yo=?8m;bn9rgTx(O`B?@e#fW$P2 z)jMqnKy2ontMR^g30Xo=jk&a>B|J;*(viZdzRG)!2RH`cP8U)x8aMX2Cjr-g?Aj?{ z%g{if!L6Bws^ET^pdwx8eyeB<%C@KZ{f_pg7#p#pl?@sALG}5*x~n0w?n<(sHynB2 zhHjW`les&g!}Cn+2MITtx3A?AEDJ+*1De+|Qqy~(1cgy+*-)Apr9j3;s7=Trz?~|z z*=0#pTT|eiTYrSrW>HxR5+V~qwAz5Ji&VTUFi?!hU@d>pDu+A3h1Tloson-y1WiL( zs9sJ)#?DC*(*q*QAuS9Xt4ms{ z)#zBOp3h!|E!7HSa2#V9G6IZJavLsDi`+kE60DL$(~H%ps;zq~6}H4w_V=~dH5!*I zA-v6~=TtXW+yCrVK&!kYF%Jj0Gn-<^;4P-0+N%UJnS+qJ%B!syJ3Pm~%hpu@!s;1Q zdlVOfdFHOV6680B#2^t4^QM4|l*C46Sh~JR8=*>T%HSZIk<17+)?Bf)y4O@t8LFkL zdN2qbXJq>O+*m(uIMu{)nMT%kMFv`(1{ORz{v}jhm%vh|!I{dTl2Z&VdDF#gW|*8gun?LEEds zXX~d~ugNFWRU#Xht+&SW^1iC`b-X;r>&wu*p4VKZXX)!K`@%4{owlK?1+f#^jFMm& z9!sjiT9RbnkPi%}9vWPwP*5*Ta?A#`y%9h)X7}4HNs&01NuC3F#~QB!84gkL>E!j4 z>?31IFDE(Tu{2xXi?jI@-m9OAZ>z835+!dtl2FBO>T;9g(l1_e6<(qa#~;839o$(C zGDm5wA#$Jj(db47tCfMK8c0$exT}}8A8BY$fF-n8)$gmHt=UKh#3o~m9Q291*19ei zqtS+j4NA5)F(qvMmL*mK)X&1R`t^(h4DjlDE4|MuYY;!mtyFga%RQp0tr^Wg(!R}o zIgk8#Mcfkz+QUlU5K-Tf^4Q11c3qMf7Mwu4BWi0edoXDChS;ql9%Ml!KFNe0Bc{~d z)qSm=s~?5u>PZYj=u3EC3W2T5wpox+03|lDgBv7ZmtOg($vvQKuebkZZwrPthKPOW zw8Ap>#!VpuAO>*`z6^dId>u5Sy}Wa6P|Y_SB+c@V-ms>QAO@OTR}Eq{1M3_CtJ8Nk z*+!mvGXS2Zwc}=5RakPWqE=%`Q<$bWeV|eh7x3&Yz7(+*X34*JN!LQPrZhdq-3&(T zaim6U+o|MBXCJQE_$5DdE_<$!$1;?(+5?>K$jmLg_p$Gd+cdOp(i3}IaeVP^=1A`E z#lNI$@9f5Ie|8YbQ|}Jn_y8{N5!0>~&?gb@OJFY>icpmpi`PK5$*CS?j8~Scv8zUPqkC z)UKrQEJ5lL~^IeY%3BFzJthExQPGhSYg;~1 z2o~A~g#v@;5rQ(a43M-|HExK-(P+EFJH*iAkw_&Y6LV>dBoPtSsHp;jc%0*L#u%}x zuBEE&we@%U`}F?(Osj5CVV@CFb%a`!&GB8#pru!tk!OOa>TW-44TSN`Ri2%C7lity zZ$)!f4}!os;!Mt^XS5dGhdu`5@U|DhsMTGXvrG{LlR&o(9IDc)HuIzq)#Tc1ie)x+ z_gYB3n$$<-l&YW4uB%@&esS=J)Yrup*2fF{|LYF|uLu6M@5jIS2j?ID5MLgoHoU(I zeWIZyeOnr(cyvnHdOEVQdE)?(Y#>sIh)o_<_u6+K0Jx{g@}maBNdU!`)(wBFA<`B< zQkSa4k$q-*VRHsAAr)4&udCOCV=)n#Dz!MC)z7YkMvl)fBL}W|X|8Ha@h{)6Z?khS zVmxP!OhL1-1a&WQ5C~pvAc)m)f?bfK+ceNx-2~Gv7DJE@VB;Bz(2^2C* zJTuP3vC~IELCq!{12%Sjl&{)-gJg1mFN3dxRa}zDS$UP-7O<*G;9gn2t6pM@VU z5v4OK`3Q_a?0?HGL9kHD*by1hNJcXq(^bk)CeE>mjxMb3%bAQamdcQ7n) z>(uVCVSfT6s`FWENy!j8(w8P2Ur6rcc#+tsH_g&`= zlH8A!apDMO^v4%Ws$?C0?+K1O_Q+Qs`OyzR39)rl_F-T79^mmpI6PL=UVSqt*+TBXg1d1HT9mdy3R0;8mqX3*_e%|d+0l!AWV)LiMg^i2ZbnA7prJ ziuqc&stbIsU88(;t%_TXYF(5~!A9Wrkh@*#n|6_n4(1b_AJ_LFWsqzYR&O1f&%v-J zuWsgg%eXxI^|pF&v&^?9Q+F@2=QM*Lx9n?2sC*1!dv5ypOMRU3es(`b&MhC@*Ff*N zyA2ZfyYz&3i$VRf*YN*(3qyMqB0_!*w*ZuKoVVoAj;^v8E&#;F-wY_)S=>!Gjo#?B zQ^#6Tt@~}Iy6+`~H$apD_Yv>kvwTT^-0$9ioDAFD^1W9bThYZf-%6=BV6Y44y%9ND zv6|{*;LGRu8-H;A&ENK)Kl|Ial-Obs1V)UJl&U8}gGzN&fve|RUC&nOdirQkO9A#m zEy;R9Arg#;Byx`cD$Lny^{igAebPiwqY+>`qn3WFGI<_H<{ea)l_RSv$k*3% z48@T|Fjho&D>6y;;*u6x=yC9Pyv1}4)L(SGk%cX@}jhErP`V8kxz*%QHr1_M+i(+S_roP8GF-=^=5d5ICoSfzF8 znoG-p$=xXBBB;Xqb**bzGTIcIh$6R3xcz@St;pI(5bC1uyfwSKkAc?%zk1~#eTlEF zHPJ%-mkw%;m(!PGKQUzR0de0(OwX^9V%sGEe;l$4KYw_v6?i-i%zFYPwiV~IpV6866 zPhz!>j5GC!h>UUw0h!>D(ds$dm6wk*?He(@@4P3&`83k6;(d@T> zU*-`uEg(D#-zMG=-FP|U<>05&%wXK3gSy>myk%Z3%~Ff2dNq5ixV1Y8z!Cy@obmk` zzxtG)laFLcSK%t1Lc_hZJDzt--xfS+wct2L!{-|SC#vO-e85xj{+bqaRZqwB0-$N1 zO{lgo+fi!W!W6sVJdO;(troY3ra=*_bxqC2>b@3csZ~?x)~1j3Avo|ZO$Gwk9tUG> z5^Y2kKt&680TmfSTN`?ncCg|efmrmfzt2{AQu;s{_FMP!pLm-28PVFa*w3TdrlXMi zOTPbEL(=!#ft}0Yonea%Z`x=7n6_?j3kvV`=HouN|L!;*sfGhl;ryx*0{2f59l6uX z{fKpyIZ$j}vTJR)eL`ma&4fD{6HwjHhuq9Z+zi@=EJ|#}2nJn{0jOM@ap>EMlJVCf#kP4}LNvqV$NfqajpI(n&{P6NeSN)x@{dKPTwf^#nDHMak z$T%2l@pRD5>bPft+snm0o01wcS|J!qUDxu309;?f>o8Rd_DES3FlQ za7o@$0cU-P!XO1LYDA#72kQttHpJV;R}wH;|MhttW31WT_^apj7jOOJ;sWRFGw^z( z(R$qG#Gr%V1Jn}G^xWx9`b4+{wmLk{1-Wh`7u=Y)_WtO7okWsn#+l44scVCgu_~_G zR12Yupm>>&BqYqjYL=AbND}Y{(%X85tz#kqFt{4?j9Gds*UYP%BY=pdzKRr*;N9$A z-BTu!_a!mJNe$ourSu4rREITKYxQ$(H;LnW)hOXv9aNI7An?BXQ}-!)t#u88aXnWd z-ey_O4{T2og$6v4*Jdcyly3q*S|yRZ$^p5wnBape+Aj!X8LEAwTVq3vfOt!w_D+Eg zR4H}`8V#lxJjg)GiMZGSvp0U+WC`YsJ&-j~O-r@X!2q5*cP?)1Tiz^AZm@X-1r~H1 z$cT}ARLnK){j8FPzcVp9cPfnpqB#rCrEBp`A>eS_d&n<bTmrc=3h8-S76aX{F=QQvQkKL_`= z?R{9gW1%;6sskYzY^31s5eJsnmX zCm0#4T1|AIh|VNB`*9v$zUU9C{!VGdv+#WR9lk9-chQy}sa5s6pRTVz#_Iza8iPdi zEU(xGbz>aonK?!;U6}oxeoT9{iX3+Q^_)Ft&&z=X2%wummTS9X`zs@y;YSiGRj;bP zR$uR3%Wt{rTHSKv6oA@LYgcWthkrKJa&4Tii@jlTw<*Z-muhn7xY`|Yj68A-Lt)|T z&CoHEfwH-XXzn$9kIOsv(&qL|n7v@~Kp=Eowz&Gxk+uyjBAH{qFYOTB{gTRCNh_dG zR|JodaYPGRm|eAcm7|q7d@aLTt8AxUTK?HW@cCSsbXZ!KY{0yp^*&ot21-(2jv!yF zw_|EU^}W_~6nK5CKQidm-6+?w?p_CflGxQPfN@HHkC{UE%P9i^YMrBAe%pWYRlg~G zD_vVt`mc^|K3;ZbOq}l=hPd17cfKT?YfrTOm_9GM z)vK^BM^?j@!&gd49k<6fB*y^6vTn2-5 zd8zYmjv&IjtO8usB35I1NUFVCpX3N0;irgFvGl%Su_z zyp52(-=}WtrqqBll7guKn+`H{h{w+_96tWi%D#Q4T6jaHZ4c%-tt7qWN~Z(oTP5eR+p-kz~}7Olcz5U#>KyS z?yIm4C_uN*0Nq@zb$8kte)BYMm3H6I-)sUH=`cSxWkXOEFZHu=RX5lRA9S800t?}4 z%-Ni+#{LIeaMXbRb;gElgLD+gTv~;>R0Uac<6r%+EVTEG#aqp{|MO#>@_$pgm$ceA z9XCkma6ivVABX!E0Nh+9wiJdI-jQ~49*GR5Thl26QqE+t$H?1SQiD9mBk@Q+5+h;& zdGk#Lbg^h!5%--1*c#QwTzl1>oz$9*S-4tDF&mfL1^xL4MxHOowhd?NwaJWJyLN2^`{Z)|)@FThca>afXq9U9TC00U>a)Q>CL)dWt9L}V6Ro_?Hg}sX zv^oyT)a}yqs<~QXwZ_G4gQi0Y2W! z;1&@>%`U8JN|DSKR35CJtJbw8c(XKnH`sKS34YJhb7_?_g0Wp~o?@IX(#q2qmOL`r{-{tpq!4I^ zq$8Pu5pgEL2GM{UKA*1UCIUDDBjX6?4{%9qwa3=(EhP@1#k5Kt$YetdWNIWbLlW8? zrUrGOMI32NkqnLyX$PNO7fLC}BU{o!H1sSr0>SCIM>rt0<|OV^j<{9m?te~l-99vb zNbc@ia-NS?s}|n7Lwl=ol6Gw169sD)wou4H3=R(UZ|n10ds*{FCL@Cza0sVIZTIzZ zvX=n5`Pvn`%z$=Jug#&@BdtX2p7H{0JrS|GgS0>uJ9*DE(N6Id;i+OZAdb|%;sLM@ z`@SCFm-qfnHrIuF7h{Iir|cUKR^R*yu?yUVK~$)uk;>4C(5~S0AmV$C>K#1k0?KV` z;7-;$Wp7p= zC~f)0*389f)294(^|SPxxJuJn6{p07KVz1vfdVgYaSaz4yIiM$?v28=4XtIxbC+4> z-pjEMn2-7FM%g}&!hdz1`}mt1i_>O7LUHT4Z@?ZPn_GlO*vrMFhCdnqCmB=*MlgsG zd}JJfBYBd8NQ*G3__@KtC3P5qBoD@sItD%NoC6w$Xxm^>tyS%p z;#!#9OBM@aLD#-+ve4t>!-}vVHMq;QXza*g-n~k4JWWT0J*S>%067jx5YCekUJ})q z&qX4F<2>@^h~vRHA`@Jhjx#TH)ap{VnyX}EiTu9X61#S|dgtsqN}9 zKcQB4l~jyu7$ekr-;0h~^*a#6 z-WZI!yQ(7)#BmIZBg_f)j;e2M>o{2ZOte8y)dZ~M@aK?%2C9`l8gpC5%CYN=S`c}4 zFKAsA%m(@1XAcn9`&41uM1n{v_7hUATfziM)jhZMjzetSZLQrl5CgQ7u7v=q3Z!di zt=DdI-G-a6J@q8gH?V;|ZG^+^!(-q$f{|%Ry{Xm_%;a&z2ub}q`enq+V?9QEd0Bt` zeg4g__3N+r7jO9I-}IXcUrU!@W*QsL2fz}4`_w=BtNFXBKl`db{FHz2iQm7(r$?OG z*>NU(B%Noz3?Afh#(5yf3=$260ufZZ8c)lWhcIAckPOZ`0@xpcr!W*NY^L7-6q}k; z %lR#)e9>bknr&c`n}*M_rHWl@sZmjE$K*RsbFCB>2N&wgKRck1JHwD`4Wv0u-4 z9XQhNoIM&Rc_h4UI;$YWWca``dC~i-LuZKc>>j~E>ali4Ce6u#I1o4!dxve zBF>R7CtqIzh;Q%pFMpc2c44K|-J!s$-Dz&&Q0x!~gk3cZ?Y6OceH>pty;95^fAQnj zZ%~z-ub19p%s5 zMc9Um<=OZCoj1_n(X;kfVe1#wXj@n%aPMHGQ_8gSv>LaZ0DIH};LHY?hzGRkFx>T- zEgNo;k;5?(R7SMD?)P+;M`W0#RWOP4YgK{OeN~@?rCokjJ>3>i-7=Y`ZA$@myoE@z z(dwwQDLklP%h8iDBF^E%cGC;tJRI$Lxo-l_9OY`eVhy=Ew~}qGhwn8PkTjiS`&>O2 z-)6r}U5oFlufkRIhz&3myFLs%-LS;jx|Zgi)d-p!mF^M0x1T^;^|2T3O>6$%aCQKR zKz6@Ra=fR}4+8XqjsN)%-mlJ{rR+h0V41x$GYAAYLTA!S+%q|V3?(^;2#jD7NASoz zLXYGzIB-*<+<9wzdjSHZ_{f)1$HWSn8i7ONN-?#U#!+$LsMOGe=hi6F^-x z-=95at+q9At>#rnG?FD@?bIK%+2F3;T>3Hi`iLJsk0axK>FejdCf;V)X#3r#I385+ zIcq=<#4KCvBO=BT8SK`oRdZF{2{PJbK^3~TpuxNZlk~l(N9`XH4|M1ek_;jSesq>_lJf|>F;nD~~$MFHDNkcnx&v&Dm=SCOYxzr*` z_~h(i6;!3lt_Rn`QnYYAyFWV!pa9OYgD`&_1RAjzY zzs-Ja_L1j-(}F+p7_nv#+so0ATV!-(1i@B$4~eK|g@_)>mxE3Z9zh|VsDj1&ieLth z6*epnLjPFaq`tnY^}DA7?~n zU?Y@V-AN|m9PUd9Tznbv!}t06GUjT1`Sd!TfBM_EA1?tM5$E6m4RVCga<@7F=X?6N z>F%J$fj|7kmp}T&_g}vIT&?%#{Cx6H|NQHZ??o}h>JEQ1Z0p-YJCK5V(Fgnz+P^H) zO|o0H#$&{Y@ZoLwhxJ_%NT8wN=tyH{yz{cj$eqhGB3@FDKu}ZiThI`>GsF9)EFe_l zBQarL>sya8gFW zZU8i7-{l0Zso7g_W;`INmZwiNp#?+CeFMn_%<8Lq6~0|-7QbEnt#!G>%9@RBmD!kp zWpLHoa=RMkHVb`(yxgD3@BQU}0bJA16WYg|_A$EMSQ|-2n^yecnrKmoFh)7 zVo)$QP#Xr!a0ZWvbHpPt0)rUA{d^jPBS#SA89Y-F8YWfXAY}`?ekNr6MMVSw2T-Kn zx&1%i?(C2WLb%NRo_TD$+8+zx17vmkSS~>i*5cJ&Y>29us&T!&CDYZF4%QP~kmld2 zx^3G8V2AE*o+i4kD|+O~y|e_|2Ccn1LMkxEabylO*J?oXc^&CVQB07LM~uo@iBd4I zZMqv3_s|s?9HDWJ$EV}vle?Db!QAS{h*A^dqu!m4hUl`Kc!u}k#e-BrSz zT}`8+-02^Vn*mpk%+-zBH8|D<7>!lxiCD9b^k;ax-@79=brZpJ@ zWLl&h5&|(so<|-Tnc#@p^lFao*Yo`Ry1u-x?_RGTKGz>U^|!v(Z{PKsr~c}R-#+o< zg?HiEyo4o{0?;b`_=d0V{g+=cqK?6H;0(M3&*Tp;`0JnIZ~yXTwWRa&8Lc`7BA6)@ z1Ti>rJ6C`$4|hhi&nDZs5R%2-0K{gD1j#OlTdjbB?ylrk{0yvxYH*}VDwNb^iD#8? zP0rauH!%`bSkpY6O|P6&OKkEv`8N6Xh-azOwnFc4Kk~az$4F_SnmPCyaR&KFD!>1H{`Q*Bx{}Pq zWAFeHozAu9rdE!Wh!#><)eycrk3agwmp}O7G1mq1%WL*JfBWOxQe5_Mgt27;+6@f% z6>4hF1TkrsCDy)(L}(-*<9Hc)CTG{%_2JGz`n9@sbFJ-XEbO*mKV>1jjCe_YN_`p# z^dd``g=f103)}b%V8^?o;LB$VTwE6(y4@unF@O;!VH{_zjdAH`(hfVp0Dc^?W6wZo zrQdi;n9EjcYk#A+;63-?Mv6Q63XqdZ+&_Vo3IkAM06s18vx*QOx;@H{4PB*YYYItL zX;$b6Eo6lK<4R9&S`8aTr+T{|gjxNpDCnvdXh3rdb3?L7VEJ`G!5);|FmaV;>Amze z`?++rYwQgkF{3l?fqvgnhJ7pnRfF6=?He=KHk0ii$&K3jPxkA)$1(&tVn;gLZsIYE zynoQ#TGJphc?MoiK9VmPXT}*iLc`q>U~H=aGjIfhJR(MJlg;lR`m!Wqq#DgT<_Q?gb{at7 z0gmhKI>y079x3^^rizaB(OOV*7Y~!VZFJIHMV3QwW)VF(a*sTB@oC^Xf@V z5WSX`$cl7P>FU;+R{h80C0;)H86pDLEI$t@j3Y--RkY}s2B@}Mz_i_3waPT(2EwQy zl!+kLk~6Vd8pp`g$h1ba(Jq(*o+JQ3O}8u}fd9!auKoowmS+uLUBE%#E>2HAajv03lvt&erJj5$BPgKgX9@U*7sx-|6jIKRxT) z(pEEr%Uh6AD{TT`rFidJFo+2ETM$wVg?2<5JQxjv zgG{i9NTV|%cXy26Mk|NJa3ZlF6v!AEBU6$RQeakuB&sR8(xa&K|Fw~afHXBaxq1q3Za6R!R&wLW+GDuPvh!|qy-IWGxvF5@l@r?J zFt$~6%#ADH98((GDTp8jF|fNcKR~nFqp+#cjbMD}(mqf%532A@rw{ci>A4M$9i-RT5<-1)AEG1s%sg$^v^RbAYzZC7SzZy zni@xrk)+VkWmH1)#765pq?Ybz%ZT*#(3-6ayv|2F&NK1_JVJP!Np!8gro8_2VYJB) z6T2Er&R(mJBUDc5G)WDCs!kI5`fPh@7)(p-Xc~fin`o zHA@TI+zajCV4zz)@1X9~-tRm|?4OY`F_JmJu$j@ZOau|hZ8C}Y*aclO!7$0vq|PIa zRPO^=ba7snPi*HJL}Y-ds)&q;YRQLj@a4>wsw$zS@i_H*_VayRYyD7tt$us1YqkIX zed+7FzAgRu#9uw}yNh3om$*d7oBQhwh^;m8)3^2G;17@bHZ+v+NG$~$3S^ODCbr6Z z`$u>~uyo2zsY(s03&Kc&oG4hCbRSD=skQ4)>~l$%-ZbRa?Hypjks)Bx_ItZ20wcQ{ zO^p=PO*dP$;<@zcz}t*(SFMiOJEX=oa|NsM{@ho2Nj<_fsY|#D&!q#LjL1Guq)iEq zXl@+Vl9G?HbDp&a73^|oFf)>{GA2J*8yTkBisyk{of&S)bjad&f}{T_(fH&YWx zM1V)~^O@(-nW#11ON5R+d36Mj%Cgt)90v%|oK zgVx4Fyy2=d?(5T+((bzy+MF>R++W>lpZD0=kYyR|{aq8YmE>#*%0QP(nN@N|hSVC{ zH|mrDpqe9=fJBBIM6={(ST;-w?-D{0J6BYQP#PqPH1F252$8G%Dm}&b)$fZ1x-F>0 zCG>5R719N0)hb0vZ?oU0-j}Y@`;sLA?$50)a**u7Om91exNrtv1|GwVq~X;)Cv5HA z=1Fx=W#;#|=XeWZz2$7VA&IunkHnEYVhc$#GO3Xmdx*g9{M=I(g0i1rckF^0atMrt zF4QgJ+*JDx(}<5R2%enw0H@xOA9Z8B+F6^1)1-TjyV-9VSaShxqw1~*zd1>73|{X& z)z!xCC?bBZNP_({zwCdU4o3FJS=ADT1azq|pNlz=5^M%oTE;DqnGo7n6Tmy<$u*Z~ zYBrD1hOg-WL~fOY(3-Q@u8(%oQ={3X?uB+TaBud`^QnM@s2Dr;AOew=<*gXm{baS) zyViTpsZ~^~*D>Ons~vm}#1Z2-BBOh%mx@Ncdo>9T4DvX}`Qq%_=JuUY|aX-AR? zV0ClW(<%IM8(W|lEC<&FB2d+$EW9n^I7bk9WS%24)T&D}dR@2Rz8dN4hO|CPV-xBt$UU;Xi??|!&~e-Jk#Z?Z-E&YqgQn8>@Dt z#XzD*zq}r=&-Ff6*D)C9$(PdysWw`7uL7AQRLjXgGG%;>JdUs^<`|<3Q?7wEM_}#S zZrQ8VH;bW+u$s(}VGF8$oDOyY9l(n~8=yvz7P+r-U>^{?u60d}cu>m)qDSI!p8mw< zEYqnGaD5QT-pcU3-}xEsXE?oTiou;4@+VV82a9uFe| zz*?K`@4i>_ePm1ORn{YE6$x}9I=l-eBZHN~icm-PU_3NlQET0lFo6U|ZdxxDv9;@= zMt7}}TMbB-6tyxK5o^J?vs#xm00k9Xjk|Aac*(T@Or)JSz8?{hUe>nvpf^ln*xfjH z5+^yb**!a&I5PKj8=*o=bz~K^{Z`o6Td@b;hrS$9-HdECh^v^%;W&|jRws1s#~=!O zT{iM|q%67!1PhR+y1e^KFUAAXfyMyQiYhB5cw-VU)ZwH$hw_|>5e{MuA9qLQ0Q@%3%~ z_NQl#M^rzrtHIxXef!k%?o&|HC-sIs0kBIM zs1kvZ`z4Qin2>V|xXT%QLw|$=l+^yseUUn#Pg^5jptED9bJQ@mY`TFMAxEgE8o@zk#F3Gq$ZR$3dC;A?egyGS8r?fCJ3pKd<4H7{BrWUBfgyRdd7o1iDPgCj^s#&EU$tD zKP~$MyivEGXJ~QHQvPhW3vz=@0tvZOF#?%5$idxGy9ksiPTSv3tS7^+uT83vwGqW}6d_U8m{=*lu|rnhsjYV&qq?C)K(i26m$W9xs;jSOUkfF+ z*0p-AUcIiR0+Zu-IbL3l^AwtERqQ#qt9`MD;ylJUkK=JDlM&}&kG`&%>}Hc9gE1QH zg8OrsNRHzek>)jbu9)Swt1N)0MPbL0?!(A4cI@&Cc7FHQFkTU=UeBNY^2?w7gSUVD|L&`+|K-GWeVs-RGIO7U z$r1FB(Zb6a=;NB5fny-kd7i39n^X;qBP6V~cT#&7NU*9e;6O%nY1XRh{s=Fk^J87e z*e%(Al}C;YA;yR@^)8JwN%mA1Y88Q<2aQ;=&kVKHw$v8Zs^r1UZ{OzotkrsqA*yQn z=h$oKSvzcjdzvi2Mf;^8Gvhcm>0{eF!Gs8L%aWt}NMqcX zbYw)Jg-H9Uy=1`waQDKmE+Kf$+IkU}zx%Ke2#f(nt`$JVnL|~`N}Sn!bV*fRFW$Gh zs;`M_>iyEHz6#%-D#TTkc4Osv#`m8dpU?RG$WJdLZ^`v8^&$nyUk}19hY%Ll7|e`T zL0Z*w$@)P;N(U@SpjD3uty!~B-Cclm1aic2plVYNl+Yy6-K(@(Dqmwr?PSb5!jQ~; zmSjReoLDxJJ#sk+C;-5Ee+;8#S|&qbbs1KB?BZ26-S~!MCJ*S=v&xPr_2Ga4iw(KSE z>a9dZ8s=kLK`(9eUC97U=1xWNx|CJY|r>&PQ8Xw5V7;G-!> z2eNRq%AYWJlY`h11C9tLXZ0*ShR!j^%vP1qOX?kmJgC>fFK7PZ%s+U|U%c>#6Q9pG z2ZoRO;O+O^yzz~m+DKt@#vW7RR=4}}_YdMuWbnrBVb>#!2p+@ewstse&?kWQT+OZ2 z6z>7evAMk|&<~Cl#2&6d&-mE)kHOTPvSD)Q{{68dCTs}6-A3if+U|f&4s$DK_F&gr z_vY7sdnmQPZ>m|nb=)FkYV~I(c2m0AjW9qtpQ1N9AoIK!DwMiwIgG=+!M(q<1$joI zJRGYFO~7Xv+M_Ai#+I9^zA0pnwB{{aP+Ip9!ANPt zB?~QC2po5`49SR*4|@zV%&VaRL{`MXS{;apSXVJ3leNGmGi{LpBQkE3BK%WuL^+)t z-93mA_4wiZ6pw=goGLZ0RaHIL zp0!)(Le<7r7#z&w%;StPqMdjgD*aifwxu1Dw3JIIZ3Su10fsZupzMGu8utN!K43Dh-PfhLP~uz&Cs+oKkw@}zaC7Cv7};Izuu*dWp@_I@2OhJLiCKtf z5Ya5xteJY-nr@#vTNt!j*IJE@s%Eefhn22yHlx8v?7V<|Aa0DdgmCG&JYH|@2)WO9 z5)pcw$*|c|qMTC2VW=5Eh?Ek*T=jvvmM6LLWWG%aq~_|iVhO91VZ_$#aa^sdF{_=i znN%=$idd-{mzC5RkHGgQUWnXfU0jV9;bL^K!%-<4Z$N+#B$4FH;N#%dmYm18_j;#F zs0tGhv%>+3yBB<^fDvr;EcDU@)hZz)WV94pr94uZO7h11?mLmj37F^!)Z({V?-Mz$ z0=n?_UcvZu#_IzIHK?&kCLRL^IG9&yI{r--*`d1Wxvd?Tr&$UrM*x`BO}2UvXY8zk z>b}amF^4C(zzC`|{07t3Sd)0syyA`Qx~>Z=@Q zD2Z1q*z^q#6GZ@aA*hE50O4*43XLFa`62hUW_eoxoBSpsuwN)Zra^(V9BG28wg`*{ z^IIn0{iC_jF(lZOh=CAQff2C_KirT+%ei7WlM*~LkI)Dl84i^j2(Avt<&;F44dI>D z7U7eHUMdQ_x@Y0rRj(_~_m$gxwJ4R8f!D$B&-`nz<8OREe)*cec<{@Mt?oT&AZUx5 zAZ)yAvVmzLn@oh2AdJ)hHqgA=`1?usQLr%-rq`Fdm6StF?B#m8E4jyXRLToR?;eBbdIUyRE|rZD7&F3<2H^?(o>^ zfjaUS2O3M_h*(RRgQ;pTf`i9k4Dvvpmg#b?t&S!c1rTm82;oTm@Q1(ry)BachgF30@=0$HiLGA5K&dWGb~#3$2?neX;w>G zUH0Ju=u8WBN!%J3S`XrwG3;G^d((2Gf!hll9t}3Bq3&&{%-pZ1RdzP|I2*vJYChx+ zrnCEWFOhqn?rk^)R6VTVv{8mgyO-JnF*w(r9bMYxQ0Mon-)Bz*z$8B%`2N5N9RuJF zgsb8#6y@^rJviLp1c^aD1|ObWf+g0fwIJ#JnvssHLUNx*<{2B9UD}C?{>C_5Dom0J z^bt67hX$((ogx$+h>_b0wm^jjVwIM7l~%3kGmP;v@(c_xgGabYKumUP_}@ZuweNm^ z71rKG6GpFhkT-jIA&AXV1r%r_1ky;3V7CGdaUi|HWW?G@dZ6cTcdxc0iE69o14?1- zdy*|AbtGSpcs(t?G)?b|mVHOBVb9e5QvE<9oIc3=mJ~ivnN8K*!fy&`IjiWj-Vqju zqZ%u)N)6P{F&SHyu!jO*^Wz&{xo^Fj#!FBRJ@L9lF0-Hlp}@9J=1%Yr2bHD&dA|fg zB!dc2iH|Rxpqie9?80cVw)rV%<7Mz|^^uIEXpFO2Iuf6b_~DViddXkDXy&XEf_cZN$VKXU7D~pfw-^whCY1UH`mSmMD2K@y}Q|QxtnP{UAc4-Cg;?M zUVBpTV(77A4?h-L=w>Y&TSDSbANyzQj*2bdCQ01H0Phk|*2Yd$exmjOdZT5Yn=Al_ z&!~13<0G}v5#-) zz40cB>ECMwBL+CW-8AB-2q5 z-0#xp)tsWxz7sZ7#xdNA%Ht)*V<5o8y%%J}dS7mQ^DgdDxJn0{XBZ`4jGi`q(0}}t z7_PN}7(XXFfrzB4A~VE@ZuK~*+MhYVh@iv3_79J0WZ=`wp#xNE&Kw{*gd_WhUw!)9 z|L%Y1yZ`2YAHV#s_VGjDWs4erp2x=BLZTru8Oy3 zFQ>&ti~s|#gQNQhub480VdjrCV!zX#{6^W|o+C!uYKhFu@?-e72aHmL`3G95lPFMmq)a~%?7F~Z+Vbaud8N}5Uh2xO2868b#twK z$a>5B_?SqdcdYsTprlpZty#KeDZ<}W0wm87nU=OlLd`Ai@fKRz@uYhvFPcEG2s6x$ z4&AWG=2v7HO)D6!Z8CD@F)T7OhX?_YDUFD`^b-v@WfmKFxL1Ed`7tWGQ2{~|>sHY2 zQxFK`lHMO$tDh}3USGz`h@m;cA%MN3gYQs)tFU?(%OX*0Q#MJyK4MerNfp=W4VNP< z{1KD2wAN;WKK4t3BLQKysn@Cq1^DIVagK2gTvgYq z=WGg9bY`TbmWhpV6E}M8XFn-vyS+;zIjc#G5iciS9+_Eto-N+tx*N;d zX_T8m*_(Alu!z0x-g}uJ5K}tMJN^Nt%d|l*;2y$cPrW`6w*6#o(UQACPT;^ zBbmbhf#=&=-BoifA5oD&`rCEfV?^=*RB*F4p~#&b*L&u2PDEs8L|#+92%=`!Rcm?h z>=Lx_yk@H7IK)`1%Ez~VS_A-gZ=P%8JUaj>_DbMOA)KalM94hXo_lSwiO7Ih=q`;= zp7H7BLL;Y5w@FsyTZlI+NWE z;~~Nr&i_OtYgI1@Smh>lG@$Ab65+O2oVc@m_Wl|vk}QN{FP!$21aTa39zHrbMmkE~ zp>At+18olwVvNkg`}MXa9V2p>few)EpkSjP0g}nc9L}>Kq;OoHA97Cw;Rrf!S#I3w z#>TVu6{P|?5uhCv0+~Rwwo3pbF<0f-pq`oP+VE0}-BRQzmot^5%80SsKFs{sB+aUx ztExK#KZ_Tq)}3na^M}1Boe#-MsvW*w)w3YtT2;VW?fkq^o*HkWL)u%zLV=_bq+Sv-#2kOOTp06-=qJnF|* zDj~T8pojN7CV5Wj;I9* zWANqJ^Zn+s86a9blj%B&#*DtA%g|TC7+CHllC!nEx*BQ;K2Bz0fK&vP2qcrV+BNs0 z?BHCqFvLkcG zlV|3zcP=T(!5OvbDMjw|B0okh)7@COLp^TP#3SPt0pZqHZT*9q7FlR8cHAR~*a>H# zqwV*@VA8MmNCW3)TQL?+T9jK_us15hE4$b0UPOIY8TSTEom1`F7gZ02Us%r`Z6}*| zflbjGf02X?hRj+)Y|mkaiqDKQ>O)?(q}hNtQ*)`SySutpV>Y8|3p{~t8;v(O1d$;+ zJ(0N8Uk$OvzFppaQUtWN41QH>8;!f#eIyD7W2Xmr2=aHd;{ihM+t`YkpT%S!2&cvV z1%P*OuD@nq3Lmj176JFYT5d#^+i$YR(+v}#8aI}=K}X#)*VbWgDhaMA^yFvZNDI5~ zT4s3noYyk^zo$&!AnsYl#^211$nkos8{|-T+;Cn4^D0~1n;Y2Or8kXWG&l8#mYN2W z?jh76CfG`>q*b7;_CSb+mgaK!Yey)LI3BUF)0_2`P^F&g1xZO(G$x`EBdd4TC=|6U zZq^n6-;1{Ul^~~hrI+-GETFDcSFKse$Z?nvx~>)7LlkmvMG#^Gynf1z#aeB}d$5CZ z(zcK-Y-sjX6X{QyVgH%b|3`lt-~EyDyQ;AlXKaB0 zY=y)V@%)QF`;-6G|Nj5<@BiQb;qR^lOt>h4mm~h-%lc{7T8%&Waw11k8NlkW7DCr@ z0(W0e2RlN=T5<*02{S~9Uu`Y>&)g_BO=5(*V{YZ z-{#v>v+%xX$Df_>Blnmkznb2INC8Pa4iE5*!9k7%jY2@*LQ@v71)J6Ft) z$Y67X4rj6x#|UR)X51)^ZeD87Qj~Z$D4OzH0)QhK_oNuuD1|vZr#wB5u5fKVFB8r^{8hm}^cdy6GBhCX7Mh>=u{7t>rDwBEy<&GLM1xOYsY^9W4 ztne0!b3_GZE4BqwWCB{k+Bork-ZuVbuvBo2xRK_KD*FjB99Y}Z4danS)*e&S-oBNf; zRww$AR=8R~iVynAH+AoE({4rs9&2@1S8dbMReCNw3ll}?0e&7l2am9nC)~T84eq?R zuw!>$jh+1oEuuh-Oc33AzCY*ee?hTwY5p=h#nX1sj)E?+()j_$3Y zH9lnH6HtK*=s)}WfB%2b8q;}~%y$Drr8vBNs+C;IX-z}`#2eH|Y5j+N$+TebsBnPN!Ep@4(-bKU$c9h1! z?Bph)y7xQNilDZ25oiuSE}I0hxQ0G$x6XU(xwuvBZXXvif&&>kMxJK`k;kan#j?{f zh!{gqiVn70VxuE54oYzSU8aY{lm)f!D&>xVa3s^2b&hxjfH)7n9CzxdFqf9%np)LD z2o{5e$Ic^p4CcnGjEH^E#DY|!RNPP6CbYJoG~jy8{ROpkz%BS&tc)^Aguc}S6rrlolPnt8nl+BL2NsSx$$mXyLwUE z4FLGbjhjUj=&T{@EcNkdo0h>%obFK^AE%=BO-5sheGfFZRbf@H zy>Tm`CL@`KY<15OP)iG&`^R3-Zyly~_YgKexWBhivs4~}*sU>0>;~^7dszqvFXgc* zE0WQ@y*VH7VDBuq_9210xnhU@dOlB_8FA+0Mp`X?vA9^aRx^^ z0C3BATh8f$sb$wPL>e1MX?1sho6oD!g5H5c%*yMQ2?PI|KtD5-~Au|Pyc8C$N%&H>$$=u+V>_9fM&C+fBl>O?&!bu ziv#0g{_VRDnEDYgeSKrkb6#K;^+8sRgh`+Aok$D zwQh_UWGKiO!v=wLeXk%Hdhc-p(LSyA+1Jd&=|dFJ+r#6Xta@iWi=a%0!;P!ewZ}1t zcW;hI5op<;@$*tZTZ3YLzwUdf-DOTK z>Co166D(j(o3%hOl8sJbko9|_7oR5*Mj{d^QtXm}pAI>lM^;1x4b2k~F-p(s&R`4% zqoMsSVOiO0yArVx7LxnO-M`C*10#^kl0cjz!L2MDBZm8CBva~C1X0WWff7L`8kup7 zI1}gLRkmTPwII2y3=u%5AJ^VdNC?G_9ZAouB!DJt4{I6i$l%CuDdeX5giK*4UZWe4 z5&pDClz_Sc1_M51xDHA3x;TPo=0VwP$Svi*V*&RawZsOm{xELZ;kGFV)IM?`q1M*O_s28h@Y}AsvB41w-<;;tURocCjbpbZ&+LH705U)p>7bmxCzV7eZx;{T?*&o1z z{kDFp?@>{Xpz#8AE3xjI-iMVD@lmT_vy8b}@@5}ceLwHU3v9%+q1n30*rcbQ)cppy z9LiON(LalQ1n-`4j`L+8!*T17x>ReGyLQ`Nk?z&CcFrqNqr)CoL~PsJjw>_q5-y>H zp`7-;+VlBsRWVhi1doi&aU3Tsc1=+cv6Ybm_(7k0juuqiwTomxgy=8Bc?h?sC*?dV z=SIL7dv}-2n>NW9Ifzg}VcgOAuFwQQ zK!~v)c17DtsrJba?(`!1*7WPt-PbG>s&-@p0(FVtalkn}_q^MmKI@06_gUSFP)3{w zGb1x%mj`cU&yB#jih@Dru?yKqcel`;y=|S@{bFy#8;E_ZIa*t0g7$H94~RtW8##iz z_1U^JK*$}t!oIH!ZeGQDR41SrI@&KY_UXUjobKMKCfavJ?XbLkZ1`2K8}?g1!~ErS zjp4b2y;N&sf9?36X2XLNiO#?|9wWJlU{zJOa7$%``&`(>KB*3$rq!AS?oZNl>qid4 zo%CVy&F-S!tLN&TOV^Ua7OMrsEF|zYyO#RQ!otTFr-?j z+s2V8hQb*FMGE#W`>aOiic)a2MnY9<>N$6yu7J!YxvI@Zc?6HK1L)hny*6cyDzwB# zBu7#Rmo^C~TkQ7P?Qtgj5CvT%O+u>$_nPl#Sl#Nevu7g0mbKn5*9Mcd?I0f=pp5W) z2HeUIUwZ8iwsha2W`{PW(!wmiU6A9i36vtJQtmYuCh@RyPB~UW|=~ z3jSXEBi3QFB0eW^e{HsE9!HGa_`6BOQgmyTvw8fsa$lm5Egknr1%YL4oOvm~57;J# z8&1bDc8-0)qSMXA1yT6OEs9k=>z*O@J+1@>H&h{DI=9@yx(&H$b5J+ZfsY&gMsail z_BV03b6ZH*@8qGR_exaT&~33Dl+lK8JxP06cItHZUSWxPP_LoSfzN|hVRrK(ew;eq z`*Ey;Ha$?pv1Q=<&Ma){r#{S20C-z*wMFv&m7dGuhDFQk)4c`npU%gutq^)QDNrW8 ztdHzlujU)g(zN!8ZM^_spTrJP16S95)i1~oKO-D!!{ITG+_tg3!QD%RrDED+un*bI z`UobweR}!(-S3wG_la!C&7&ml?;cwK*SAcSRI90w(!;vXs8+QHL^K6ztZPZ^-5((! zB72Njy(iB#3-C;(ND83q)9=0u-Tbl52d&<1UnT$pj=?m-pBZtabABY>ZqnV#gq8=d znrqE=tlcD^1=C%7u!}z~dONXEM<0Np)#DD}S4D>3$Oc zNrz{+l<*wS2D_6u+Atz*jX$v)IkqX9<^FI*+( zZnb#L#fU6M;0&hy;Sj;v6uQr#9Vl2*=GKDvI`?ux*sn7_9g!K;iZH9#Y~i`Resjr; ztk|qK(0A)b*lr|FPxaWopNOi+7{lR_tKs-Uc@^BD88&uNI~IHR>Drq1P%8 zPomTtLh^U^L89J13WR`=F)B9|wN;-@KPWOFe-k%kurpVs=K(N3_G7GVr*4&G# z5NiVixbL?8-@Ol5QkH2RBOudBcHfq;W+v1fiZ3n;>GHftspZi^EK!Z9% zpO60T(tB!^Ceh$({xtQw_xkRL*HIbRiRUgv+1Tq2;;{kBB9Z-|c>CIG3m|Sk$_=RQ z^X(Rx2he*U`8hVMRU-r=5X2E- ztmjN-#Mlug`y;=9G5 zC8F6?e&;jYS*mWek6VX;8E=qRYM_y^P^}&s(YZAmea8O+L(9iA|guaTGbz7K$B@9sMp1j z5h|6Jhn5OT$d(dNwNv%qpa1m7Uw{3RU;o(u>7V}YAN>FigUU`kzl)m)4U6TNFaD)k6?N>BJSA@dB0T$%V&}YDKGI7QRkt0c;E(u znS^$q_kF|)Qk|+=F8Dy$2oeZ$$jtmul6%>gh5h^60I@TZw|Mv7k-f^rzDc-Ia?gq6F*l|t?Ijfk%#V>7v30Zey=pCFdkk{N#-?U) zIDOtSs}`k@^VZQ`?qGGs{@jBRfibLQXY1}hs$SdC1r^)(_im0?08v1$zmQs*5S&CN zFgX~#ddF01vz8tAEOPIzM&$5&!nlvEH^MDo9#1hwj5y9?3wM5-qCx+93$+SF<*=T84^*Zb*Y-C>NpsfC zx*+VRy-}TBy7ML^(jNL)N-qXCjuL@^`?6?hZpt=eD{V_^ah0w+(WwKPCetDrIf7J6 zSLs?(xtQ3`S==+y4lE^fcO$@zm>lJVdrh*Guy;;a-SC|kz;>$0Z5=Q_C2OHPpCQc7 zKW96K$~#y1miV|9H_e1Q_`?_DmT(z>a1e{{>yoU>HX6RVSNB!D+JhT;qc%Q4ee>mx zDlv()$Fuut-nJm^WoC~IMHvhO(Q8$+r0H9?U}^%plK`?j{~lu41z%F?5jg@0(qhQC zKYXd0tGaes%Dq#YE!q1HnCVhYLg17Fa-yLD(hvRJ2Rr7z3ajA{ z_9OI~{prBdK!+eKVbd(0xnoGtHyF_Al@p=XdI! zS^csAxKn>y$i!G{!=A?aJw1q0S@}elP>uSqlFkuw^xSBrriPKTPcIhH5DSQ600w zdTeXtk^*{m64%vlSATn3|LiZH|L9-5|40Ai+kg7&uYdOA`U({Y96%E-tpDQNc0WNk zAjM$Bal{dwsMw6XGLTyZVXFUwboEntd!+p4S8j!~od>?sJ!?t5>>6o-LD$qGGRAT9 zVTi5FV0V8EM9v@&W9(Bq;<;tOGktteZWsq+V^&bTu-JZ8$g8%$MIzS4XMfICZ~+wDH2 zG&TsJ{r-w~L_30Fx}(p+LDQ#O!D$GsJ-DlvRE@c+_X(`F7`yjZl}Shm9GUkyfBz2P zM$$i&95<%Y*g$1B=hO-$!*}AWo|1%RfJ4gMW11f)Yq>UF4YBR6sZORCbP^)=vTBgK zcJpxSMm~el$d3eIV>>jH(|2Hk?&i&HGzI}{egP5-do!VKwTb~ter)Zy^Kh8bOY&3b znLzVuFPvC%b3CDHf z$1$=oZU$(p%=T^Tf1&3wV`Cp<=-x^9UGsZz=PkPNGqUYdG99_OFMgDl`k!e73Y(2V zZ@){7s#e9#R+6+RE{}sT!qBRTaPKGoAIko&SF&tL62r{g*N&4}ReigsoAW?`6s0Hq z|39KfJqr3DK#-V0_w@b9jJ=n;>A`$OUJ4k2Q`6|Ft~_~8oQSo3xtrTZ+A)ZZK^axu z`Pf~2X=@f7R=Q6n;0}ZnmYN|s84+FGTPQeX(G*y&HPsLPG~#nti@@+MYrwYwvO0K> zWI(&sqU{<9Hroi`-JqL2TT?qfQN6XR0WdhgWPL~kvoSTO%h_EHbTJ*$5L|jnGSN2Z zoINgh&!l1v_PGO0&eo5g_2<7m|LNa;{6GHZzy9C;pMU+o|8LKKe()1ZklAtg%;Nv` zf6fSt75c}o{HO2h`-Ox;9d>K%xhN&LE&}Rj(s2ANIZLG*Jz^?ll2QpqG`)^6=4w?h zJa8L1wnk&V#_bSoU1Kc0CC7M4uKgUrJ>Y9YGBlxq2!o6fmJb(zJ!v@I1WbF6Wb|MO z9!I*no<6J)54c)GKMxr@q#_K(`5p9$qW5@b4sMn9J{{c5@_imRIMvR#K_+5_{ojMR zckQiRs;U5ev^5>5#=2M{SU_@~sW`2vwWThs)!4U9%sxYcs`Whk*?6Ar>BHP_O$TVf z%$ze)gJRMWVy3gXrky2mG;4?FXFRp1$_qG2gL6H_hv(GX?AMB|sbe$^SFOg+qK0&)2P7%JhLSXpSz*`^9 z7o*OHA|N%E8Sp620SUZ&_r)KH>h?`hmhl4B9T5^*k7h`4FF=<07eTg@bN8MjH||qJ zYc|O^k&#X{4y$1a?KUfIa0?3Rr`U7@K}rE`zhk8*>uI;7+>PDnn#qCZu2U)5q!az* z_r&#lo1bUvA*V{tU?70o7j~gNmq5EEA)FHx?tMgBh;c4DKa2HwCvmFAG=0a==8S4Q z3D%qy*sx*FY4WkQ^;b2X>OEu}S2#Wm2wg+!%b=;8d7wsLwRVU&!<{i80JNCL(x^Eh zg-152WR>H*v|C^=Dl#M>$wt|xyt&bYs$rD|oJ%S!^m!ir3(H0xcH?f_=u&9s3t`#H z8;97hDVipJSqj?z2naa7w|x=M;=(o*?n1m4%)=M)2kT~M1-?RmT=K1>f>nGHySWR` z)*ZdVQ^mk$%^^=W4cG%F9S8#=_2?&qP~bQxOsm`)o}vN%Xaja}IwCsghBG<)KjRqJ zQnjbQYlfAHLa zD^A}(&E;Tp)9P^^BGM3`#_nbICp|DB-T029#B7@wqxIrP>@__i(7@^saIEt$8P#Ab z%XbBV;e$jnB3g)*Tm%vJh%8@CrienpT(%J98L27Z=|&+Rr@YmyBz%00q)TgzK5YZ^ zIaL%WXJtcGtlb9rB5=K+j;>}>Myc#Iw*?8_5cAth5O!y#KID@LIisN{D90?ii9)*Yg802*k8OF-g+E2gl{qz0&<;VNae|!Js z=kxem!Xndw*8UIuLqy;|eCPl4A720ce|Y`&Ew1DWdr>3fgV#?yT6_GA0cc5Z6T_kQ zW?SXO%?oIE#Zs&HuCa2C2wW*S0(nLF#xHfv*1r41U(mKMXeh|MjtBs=U4M4RAuMAp(F05VzV2Fj4>9ljl~rFiC5)8uw2Fk zb(!a;W7A{uA`IeIv&*1ny;dyyfe5>wd++<{XE%j18Chx_<&neXNFHN6CdM}YOjKPG z!`5Fte?{H6tA)OI-*;`3mT4?08tFbAeF^)XQ<0qrVusP#O( zt9L7szQelE&K$Q*e%f{tx7e*T?Fb-a`yTp$fpq%^wRX!fU#;Owv_u0o=0~2fxSL*I z`g^+p3WD8tRc%%4y=yl!VN)>)k3W92gcain*`dI6D*QDX$GJPgTQ{2pWWbf*ESEke z1?scIse=?+e>F(u=UEg3&iNVAdNj=#Z}yqNdp3X~!)q*m@z-Kbn&Ah1_CLxas_5a? zW4OXp6&;I`#VW)Cwp~)uP9=h>{C%6EV@{0vxXN@>s^<*n1g{Vj6RrLwR2r9B5|-1BzSqfyCTyN83Waw z0E4O_3AuL#Wqm`C?0Gy52iU@)%4TDd>9A^2Ag>_JW;}O+2Z;~w%^gb(a{$FdY8Peq zffxwOTL=K8=f)2M-<1voR`LpcOa9U51(J6e*dk-IPC3?eF0#sW5 zYSJF8W^ma!_ZGmecF}pN_f}cKC)X0WIQsJAm7ely+``xsYqc2KfKxf8uN5fBdKG|NJl4zx)xueerd{ z-sTa^gegMPUv}@k@fpkG?{9Ndb(J{>&ETpXk-@0yuHMhqm`&7*=%`FA5j)^zbTuR< zW;&bHHfRXM%#0=5TxOR{IlSM`zW3gJz!yXS!E{VPHv|t0Ix+%3Dhy_XwE*HTDm95+ zTaDi6Y6=QOJ}|g2WJMP^*gMLVA!khv+b8;5NjN0Gka3iaEw$Ca&|Z2qBIm)ncRlx5 zV@Pf2r(2&#zDS|Ja>BX-MDV${ni8KLVaKkPxVtHB>b)DKr%J;6_RE3=1Mua2Bp{yW z)EGTQLo{G8EHME!7p4pNFC$zCt=^^GJucyZXY0GmxJeL^982ChJ5lwx?LmXvYHGJh z9m25P!Ok$V7G4%H`Z&4EWg0lQ)PeNui(7`hfD+!-PjR=l>35WbT_3!G2{y1xmW#4+ z#H~kR>Z;#uNYLz?v1~UFYN_QLT=zz=dqP*HNg6(C%RH<2alIKtzSmIar z44A`b^<`d^R9jE=`_V2n@d&%|v>w9{zFG)1su79fQ#@Em5B+}_NIdtyuV_E817g`I zxU_|;-j?vd_7lN*v)BjS6Kw4uLF(x)?6Bcw&5%-BEmccB%qK672a5$V4m3IoAoWnV zJ~qO_F(o*%qBDQagXG^>IHY{SE((~o^-$FUd@WPn&6LN_jS?5#S;o_P)S>L^HJAWP z*w&2UbH=6%&OFYkJ>HcVSf^doT`OAnl>PZdk2kty3vQ5N7*rm>0e?U)S*`Rfc=oU7 zABLTc!BV9%pjYZCJgMEdi%;WSDq*W7P+^wpZWVeV&kk1~K-sTz+=V&6fT-@%i1Rob z2ou>;gO<%7&rHIxsG9d?Aij{z{^p~bd->B2gUjkra->$_7)v<9c^HTpbPgsgX7NWo z{oq+1wbTkmsZV<5uGb@1%;Jok?N{2So@*2S|rozt?D`wPXOAc zFl1kyfFp`zJ)<8o9Hhx-WcQ_e^= zmfMo$DC1}M5&@x31II6EZm<|EGq z({x#Np$Gv-tXNd8t0r_ zUnp+?F|CP9RD`^2uEAF(IlwTqh&4%@l-jpGOUytI;NfndeUndP2m2d8QhMD=Z>EmF*9;kO&C#GOXre)+Vu2lhhZ(2?FLMp zXt7i>DHfd(rUV0Xks4GmzpPJAz_VqGT?VdCR z;J1qzSjF#)PeHlRAAC8=6f_3YXp7|H2IL6!EFI|j9>1!EXjXxdspO0}@$84#Uuk@7(5Xd%%ef#r+){Imrs%t-}CWW=k%#3MqWuZymx71A{n%~mf z4|RzNkcFy~#v7NDqqs(5_}|vOf&6~qfBL7_|LLEufBdfRSJ-+k!#~uVY!^n=-p~7a zCQ&|uh-?9B4!>>cvZEyHrNkbg`@UPP2>-tR_t+bs3ASn$Dz-gGg--zI!Dhr94MqTW zw`yzeZOv!3x~M{Ce0|x&NK>}Xpi+Z48|0y$qK#3)(G`dBBkf1+j6J|XYaCx0b+fBg zYMcliE17{&a(zn8**s%Jq=U!#S=zP>1VNiaKxCZ|D}%^}C@`#5cgk>td9{+N?o9>a zuD+k{LL~aB-Du&tw>dy;GcmQdgs9eC+5(}c^|j)4MPs}_W<%ZZ(#P7bZoGHhrDvCf z6QMOQ0H^EHDcd{u8&)#>TYz#&&VflG1c_>_IpTwgcFqk>y z1769ML3Ern>*3RP@9rLP7Q6dyA)y;oti^jj_v3wf2cie=_s>D#e1^j^9^B8B?8G8@ zpT{_`z}0t*j6@Er$djZu!fhq8dtxvn!fl$KvZ`##`2y6FRk=#?j0^K=K~mR)j^bN+*WBQzUQG`^!AZ} zHQjBX(*WnLF(Sy(=m3)z1ywz5Z+t!z>)Zx`Y?0gzP$8o)E)Ffgys<$iD3Xil*7k22 zww0Ni{Ghhe0OavH?~(KA(-V9UmmwY+H}an~C!T5etZ;v4*o=v_@M=7TccH~d20M=C zw23};S|%D-A23h@JF#uQQ$~*y7BLJ4^nuVkgy0~uv**P$t~hK_K~bFcnr_y8BaEAA z%!%gK#EfN*x550Pz&i5&jQ(1*zgm?F*rmH;w@M=8N?s|4#?I4uD4RWOeBhvpJudh| zEpTP)BMUpv7(Y;|4%y-~WanX&FhL;0Yw#a|L>x{A0AM*^*P%tzLNX8ojsx0-C5G1= z;2y)a`Hq?4gYEaGkNb)%P_DSH#Y{=7+fnh|*xFfqF}b4P3>~U;zkA=RZKfDN#R{h} z*j;v4Jx_I)6e^9<_*zwR3%s{R+i&!qV+JAi{b+CP*7KCB;g}#edR+x6fW2{D88Os_ zviq&2Jx>?x(g_3@+RxY}s2FBtg~+h)rMiF?HOg5*h^M-qEr6jU)(jLzkK8W@DKSEYN!s)c7S#se^*r3SSX?oOW)BrXQ=GWCB0$Vt69ITwkFUYnO!Q=_;pR z3}f$pnvIOJ?rea)J+}3vu$xEkxN8e+KP{KT+j?u;PnN*w(LhI!H|<01&P2x_yL)=# z`2c)xc*bd?JvyHc3}VUv+Zds+y5sl&$K)@vp)FzbaV#l>LS5o+|K{z-#3T9W#;d9i zK2g2WMb=9{yGzF|AsCWBQi|JY=!Y-3)h4BN>nS{?rxeKxSb;0ys^PZNZ%22lhO4{T z88lS065p;!g6sl%BY}mm_=kj50V)QN!dGTPRf9lOcVL=hN2^Vg`+Nor03l=TZI@kt z+tQ}?gP*sqE2B}Z=b6nfDI@?cK+bPCT(JZxT+1#GtQL!;Q!A#Oq+1Z0m23MeK(oK? zCdFVUBB}7(KlEqa6P}2OxH2>5FwmXHL}j3*yGw{bBY4rqp)TKcgm=z*0TbwzGhWU> zS{{UiE5i3s4`pL+O}Ct8pZdZs!z*4IxKMX_(;C5jOl7U8_R3P6OqZ>;u5ytJNH1Fr zbI4K#zN_9fuyahHh=KtiX*efJsKi%J^g<8c(fj2I*w~{m0gnZPSH2&SSi>?gTNF%N zGF`|Cry~%F5W9I@=viG&*D}os*>1Gj)Y52q{hhl-h(cP6HG#ScdW49Uo)4daVbgLi z4!6VPO0XF!^z`V0z0)GoB$5~q=R`ybkC72Zi`yRq5p1NTF93u+%&_@m3}JyMuw>LN zP#VTI{cr}dvy2|wAUU_5V}hf3C}K80LFO9%(v{qSuf-x;^A{cCHu#pDSujV`cb#`m zXaSvKGUyz_@iqj8_c@LdPOs5iDzXlD)D?prdh)`tiXw2-Dy?Z*jxC*eO|%SXJHO{B zQ)VlO2oVV=0#`?6Kcy>}4e8LXle1-}G0fpMnWYQiCDw*1@O+!(Kw$k5u-gVMy#Q z|2unrg<%n8PWwr9#O#K84^oW9+Irr|C4t)g{(0~B-gnjZyALKq)d*1g?&sxRUF;i}rA2UVR!Nede-cJpr9*l<`?(4C{RTuEb_x#g${OOzi?Z(eN zap(VsdN|_S;y-`mAFl%Ye(-*qKvQdJVT}N^QM;>q-(BXT619tr;p{a|Lkx%!r8dDa z+WS3!tcWSWQq_*5YVVedrvh<4`tp0zQZhG+-Mn6ESZ>r`5wQ9l8l}ARHG05v(#PdnhF5U<*P+2-rbmMF4t< zouO?e8(O@#M0D>UnU>*0K$lu|S4(kkb%Pnk-j>6853u5$Db*3UE@ty7T@h7KcRHx7 zh3sWrL$Cu+>&9$++=HMMKxUT2-RZ4HYeg8UAaEsLi42Sxn9asG9cP0z5MT6?(jSK_-3hvcuZ!eREU)19Bv?=|bwN0kuP3*bsG!^H3g z5PK3HAt4;A9y6VTQFXvM2*NYDmbPp;z=%ytIiIymD|XH!-QN-FOqQhWfu1^6TW6=) z`iRsTBV{&>aD>D7c>1^XQ<{BDX>$|T+5;3VE!%VVKP5~P0U>63rVwBa;tsq=k zw`kUB5J}EjE6(ox(9d^iPj`s2MTuvs{q&&0v}$>)AGI9)**mq%d*z;o8RlxRHULJ%Hl={*D%BzA zL5sPFy=y=Fxi^KXCfK{*KlXEP6VLb4+Ui|Z1;tYjKt|xLh}`O@R8Q|`tmp+ql7)m8 zX>QrI?7KJoyMNxh!M!EQf>JLHrsy`h`)O1app_w3168;(s+#1rmO+Vm?8`ka zy^Xc-v5e4CL3B66>k>ue*nW`_sHZa#(9d@&Dk>o2lf0k0 zkd|V3j?rk!L|>fNupM3<00ev6;n8Gov~=IoYP)J)$O0n9G~GY?Y@kM7a2TngvknYN zny3V;vD!t*{%dLo&JOnAH98@SR>Pvz!xL#85ti*-n$=Q4=nQo0*@SHB0dmOcW_oxN z1j#{CE91AX=*Hh}{n)rS+GCvv;#%=qNh*Tf2=wlfVs8rVwLlUpMtwSQPb7)-R69;y$RSlRSs*z3e#Q@;K(FR z`x1%9c%V$csAK(n2iI8v4d9_RKhnyEhI{)d$PU7vn zIT;EQ;T)H&aCkl!(<|P!DmJ(^uUB&tw;~& zclTC5jTW1xks*YZ?Hw^shkc-Wk~v~e=EL4yt*5oy%OgiAVAkC9z@u_hhIJ=G+9cFB z+u3UQ$<46w3Sh*4_KW;rC&nVng--HYv3swLKqWlQZfyy~;-PYO2UtW&0mB3sPf~OSL2l=% z40IO;9Wo*UktvM~nX>JUiGdo%5r)gC8F*oXU5>0)iwwf7ErOx!o_BJ4I7r?rI1 z_+*9xSlJ7VS-D_nY{Aqhxmxk7gBsoe1NaIl6$kU&5&{ z?(66qQ!8i^XZ(s20*7Joc`s(Y1m}Id-y4NUtSelJJhtt&0#RI?*X1jCjKGlR!2q;( z`MT`x-3O~EI?&;%u5OMmb~_HpeJiuyt~>>a_g#|q-utnrVv`U~G}p*nS#}63>=WWF zwcVj2;C`r{{eIWq-uvENPk_iv3LG$AU21XH$Xcbg6GBTbg@RpG8K8DOmSlAU;!$+5 z>xfk{YPVYB2`<6AhLsU+;%v&_2IAcIMTGs|9rLNi7x;(tRQ==c>tFt;e|z^|w(f`Z zX~O?2t(%WQ20{I;^uPV3GM{(h$L61YTfcqRw_DfBTr*d#7pi_`CyjR7!*A}`!&ia%i7sbtonuc{=`3+N)YW#Cql{LLxVQi{$=F*fsYaz6|XzY=RA8j*^6}*Dqu6V8ZS{aE9Rw);%$#+5hV%SOhEAdLZkdqW?e!Ej6=tw;h zmwjgt09W)YBO<$-$s%C4_r-TB3sEXI7lXV4EA(3NZSgB0;A!mAMIsSUoEw4w8BP%` zI|7bbE?wyalbzKZqk)*LK3u_dhUso8xB{!s4!k?llR~e|>IVXu-5;|^CV1H1^Qq0j z)|9y*a!M$B%=rYe#--KsFClYhwbf6x%DWgSL#-fJNV5`CS?)u)d1^?FU|i`-tDhc# zt)%x;cj;-hlpYTtRaE;QA(~Jr$_a0PZ`Y9F8Ro5pj#EVTdUbQjs^iySO5{XbVQ0>HfEr6vr&Z%O;&m!8jn<#Ka;yr zPdAVx6Al%b)>CdXY@2DX4ku&t#N z4!P0CKAzStfl=LNWmKyfdu!X31B2ECMwYvRDsNX*%@((Mm(8fXJf#vsSJ`K+V~nTJ zbB&z^oFF?})$A`Zx%Qe2B={S`Uu&(PneEbSti2J`kp-vm0GB{!pdI#Q8HZ6f4U~)d z@P|a@!{g5G*G^BPClQ5b0PW#6_~gW~${={OupU*s`JKP-^6Qpv+A^b8nx8?8si<31 zKSZAGPZI>Pqmf}QF@swEVO|)`w0`a~ziVj9X#s#xRdm1ixdvvg^zLT_kz?!d!QWt8 zaLvDdl2C{siZs$m_fjOxNIY+Ci0LK_@N*jEdUgev=vFg=$^GoTv7fG|gLZqG!@>g@ zvl$^r&1iHPER)~mcq>4$$OjLT0DIT2hH$L*(S?4Ggm{-~!)m+dQ40|rfwjC@a97~w z($_N^S`h*ZeXV61h-cS)n${D}#!9)o%Cu8m+TU|m-%nS!9o{{sF~WW}@VO;#2~v_$ z2Qm<)-d&caW=8L}&xjnX)FvfFMqaNq?X(pA5v;(X0%oig*Az{tV{`j_kd*yH6*0-;C zWqiBhmAEoq0cxyF{1HZvje^fy+ke-P5j=Xd-J-0(z&p#_-K@`0S`xC5uHE4nwxwIY*Y zC19fp8$@$&d#H)vO1N2&rmIu4+v%JfS39Bri`qa3Sb(68sA4R^*tXIf62qxv({jVy zgweweJ*8BVtw#fb-NhvmuPbJU5X#7F;kEd+lBt#=_{#it(M~w8#joV|S6msd95r_= zy*g^Emy*mGSFy~*^rm5IB630!^tBRR_XlG(P*^J+VrZYBZth+2iYRfzw>7RH6v<>H z`r8X%HV6cwxya4wPJ#?f@QTB)wiiB_P9n(5eY5C(O<>6eay?tw0Pn2c@%ak#c|uUkO3`MF}{hna|NHp~3EM`jVaiB?d~m+xf~+vkC+=yCEi{ zhv=j6?X=iMBZq9)ZpU@#VbK=>`QEyBzgykNK&yArQ}yoNWwo_YB74A6M2wrlNH+*R z8cPmM0#y&@Ic#aSr;_}t2Ff1V39zdt{@Qq`0F8UrU?mI+6~4xlbJ@hZ`tA;3ZIR8{ z|8^Y*2=AB=Y19-bE6-u)SPyHFvsUggV3{ot0w{7pZTVDGvyQpo)99wCr$ykg76-hy z>MRE$#^S`kiMc`$ZwzcU*eA?LbN9ohy3DC9kkxo^m3X(|LL_GozygVqlHuiqyBu4{ zmf5lHJupK<3l8Cuu%==2a|v$*7YTV&Y{o5jcUMO+yMq~@Kmv3__wJ{-rAA$dML3y0 zd0HT$F<=`M*3xM}{rP{>SmDzHx?uYM7^2yn1@9X{cwZyGtFnQCyP612f}GdieqSZC zQQQg+Jj>Iydd)r5v3Us*%9*U%RhRDeBe>t8NT6$zPTVD43eXl#%Tk>`BF|?1~&6(HE`Z&o~u3y)3M5`F%rb8 zR`v1_BsO+GySljFU8PI|FFjn^V3m4{QYIp_E;0g*s@j{Q2Lac$B$lz%>Z(z;)+0cZ zoHPy^Xkl+j+|B2yz0EvTED|Oq^Y9QH)rztZov6~wWG4Tf!7AOQP3b6D7+PU~0g3cL z=EjbJSLPM@x@I9|qO`NmeCPs$4`eJV?|bjIFF$xp3f3zEydNvodPS^jtt%txHpJH0 z#!s2F2rVnq2B%ex&Qh1>&HLp=iXagZ~Rq!&Y}6cCcr~KOt531z`yLM zpZHtp-|y!?|Hyy*Yya`eKfdDkulUn%>yK~w58u~sSAKs{3$GO!450(L#Hw=l^AQJn zlcAX+g2-g#8Qxkba``a|E-*>~GOM(ST@hU!bQ>cfoCBEgy1c;)2D&>Gp!TD1PSxqg zNURJ*j||(bWRpOlBfRvZEHKc0SCw>j`c zPUj_!h*FXsjf~V|4w88wMSu2y_VEv+LouOTgPqs~!|6Q%giCdSL6P)kFc?UR)YnA|{`q;T4LPfUPTn z^EIsMU3zM~K<|yaW*ZKSB=Om8{l8H?KvoMFg_6*%ca2?O5JBaHy3UJlnKXt{8U5SU zPqRz6C}Kr4Sg=rugh)On7{w4PpMskEEKK3Fc@2dZ_NGES0!7-NLISihV$D-&^yqHw zA{4#r`xUZUXhlnVcO7p5-_g5-z_sWFpErA6_uE#(S@R13!y@LHA!i~zOG)r^N(f_f z6D7mXL6JD-oR*0jw_ygZ>C60`@WCla1X$4l3>C$HOi;4r9*J(5eE}0&N7^_oLu*t5 z)IfOW<|M@9X4k^Lb1`ncv3bk3f)XXmBiHy}p)3hEI*xR8_y?^N61gCN7daatwbh``sCYmsa+bk1~$Rc+eu zRtKUQ)qyDlxPSKj^v}CWhk`^1y+szfQI>y;*IKXO*IMi1^@?01ZS7{RTa_v_%bk@0 zMi(}8?}m`U>xz}W!qE-Ok%PQezFxW3s6Hc7Eyj`T6BKjBT9KDM2|B`p!BDTgzq)ll z{qxq|?3OnEDr|gEUxuv~*Yh;VAMYo` zuPax=jUkA&(kVc-8(taPCs>egL4i_|jL3|O5oFaiz>J71c&%KQ8w2jHwbp$bL{pjW zh9PH6lMQBSC5?=PUBmrG`&1+r)r~87EnFGy`8`fdStJ2|t?&dDq?$6ZWnM5=VvRF4 zNPG2}6Ev#fl?LVK7R?BnTY*8~)V3uB$?M{k=|8%1EL0?a9L?wu)hToad$+kAL8mh@ zgV%~>`3M4Jw<03b6M&m1uxE;2!9Xl0gNj}osemD^LsKx}_KydXZA}BDp=YFK(*!|_ zY4AP_p-d{^47fvu^mKH3i?cFeA^^oFkU;}c>rmz;bR!NnCD>EOkbD#9>VUbP5krlf zD0)}`KfMf4%HZ~*J-OKecI!vg)7UKr`f0CXdn29h2v+M+AF4Y^a4RXp(Qz<>UDFKt zCRq_GA+cgi{2|?~HW8b1`2<6vOl}|oO(GaI(pCBA_PPF2%G3%8lpC%NlZLAlp1`P> z{S-Xryb2NZTF8j%IkVMWil4imZUnz8p|;73&^5k#_PxWt8{s`wKidvQx~tzCC4k)1 zxJOk>JQnk_Fzi_f1{B@BWptcLWXLcQbTFbZFbh&a5wS~!DDY8l0CGH?8cb5`NM9}@ z7-P3F8}4(j2h%D`%Lk3vjVY)*0I#i=4PE+I#^NLF>V^wWWb?;ezrDz9l^(h~0wv8@)nHZ%Q#~-diRpWK&|ixW#*etinr!}F zqf@6E!d8?(U@?MF+N|VM=Fh4Ha4BoSDHe}0ofSh;yfY3qaWLivz`5^$vm#TR# znB~p^!rZiQz63I=2?v+W#WJABva1KClRQncr$Q1GJI=3R@}I8-bL@vKazHB{pBhgn zfW3U}T$X7y-+lM4zVF?o_alk`0$kKJ0)15J*=2M1rUP?8pnC>NfG-AuE$v+%Qg+Rx zIgM|Xfy5xJh2p#i$Xxd2!PdG$)b7qqj!Y~^B!%#r*?OM(SyhNYELQ1xRFC#%Nsq&w z(0jwZuK9csT#IW(uDll4V%lb4hU}{9+I5`Mk(t%p)%&UYvEv3_Uu$K0+qJ7~utG3` z>87}cx+`0y__i@9zypp>uj4zqTk*>LGeC@bs|zb&B9?{|rvF`&cOHL& z8Pma5Q{+?FrDx;xV8;YQalju3bjn)1@N#?>A0TG4&v}0^i@gC{-L{;uH9(;h=0EM~ zQP}~?P>E!wFsH@PpG!Aa20(Y}iP4-G@QAZ$Nn?{4Exgk8k+O>u=#6wAlE#td!V7e- zwhEvWqV{~kL9B_MM^Xhy*5ib(5cTCk097xr8_ zh7goNrkR#uyr+dd!*poKUsR55jmCk1pM?-OOU>jk{W}D(CZmeG^%U+26GNEe)%_wO zLqrteSJ)P>bdU;2t!8Q7%oTVods{OFYO5e3V-M(s$3~9~J$n(6 zk)dkrZFNHLMk{_kZJX9ycBALuHxVISU@Jcm&1{cH+ovF2^VE>EQdnxX6^=m2?Qa-L z-_4p~XclKdA(?|R^+CDe91y_ddb4H^xFxnuc%2Az7rMvxc3iJHXk`m~w{<_&y)t&8 zXg^`~QFvyCU1VKRa%zNVyMDq?gh_C4x=?XqZ^j?nIG{kJ;vf>!+(rx-?J`P0iayrL zXNGY#`OK}N87T*V`#=-{fy{xyHE1$1aFjkR7^QiU$=MiL;xX5uCpOM};w%UQhDxbJ?pWhz>8G?;-#>SCU&(K;>$;Le?S6LOd)tyQ zgI-Bgwe1L~@XgVZr7`nlf_pc)c|}A7<;~jbD;>=G&wqT^^L_=tzn<^^R_o9FU*Gum zV>pRlAL`koa^jLa_VjE4g5oayEd1E@w;S)R2PEy$+6 zJ?f~*V1~8laoA4PJ|P{=Ozm#Lq5{_Wh5Us0ZFZL&973<_j0t2LCx)o$1;#5CVuij! zVH*$oY*?PzXlF3PO}zU+E+}r~(=W?()h)bBKOgcZWXP(*BXHJ;+rRTda# zH>BdWPz|xAd-t=CCENDFfR9JFd2jLF<=hw?JH45Z842Ar#TKKevxf(0$gd@ua@VCH z)wyW0Z6wcapAR!l#tC`U(*lfzSr=zM0Erguj$x&+QI7y#8L#Dh00gYI23BCVq-!k; zc0oSYcNhjF7AfiLI#bX%qf_Sv*?KU%n?avIL(h4)fGc$vH@2;LD9|yHAV11GOf6{L~h!Z9Z#Pn(r_`k)O_kCJci)!^VW<__}eL zMjZ_Efa`|vU5f1?;@hXg{*lvz_NOPCZ=aH!zBKZbJ_=wY|C;T{%ymXVAwU@A40GScOAuoy2{gG z8xNO^9S*vXYq;k!Cq2fLOHw56$)IrK9J?XL`%!H@cU70RGWmL~T(pdQS9O&?Y0Erq zd}{%}y?irf(v67iOO#<3!E?c%{yVAeZ?6n6$wmId_xPtj@}K{B{^39EZ~t2VpC9^j zJ34TN2`^6v9UdHRq&hq+>job2Y2CX^K=ij&-?A2Ck-uHw!isU?@m=0P%QK&uUo%FW z?dga&KOl&vubWL>+t?0Jc=yE56H71xk%y$}gB_H#R<=_==Nrycc48rh#X0o58G3{R zTuRcrnPS8~$6=?vyGyZCy=*DEr#GP=6FRI)|O>^n7%LcpG?!3d{E@SGGg7D8fGi+m>J{_`H| zgJ<>O##^Y-rnR+;mxn`x4dYXqUNCU%JSAC2>peP;9c4A1-Oui7g`E!l-UN+2FicB5 z8V*Lcn22Cty7LTFmw%$`caToq1&T)wDcG-y-DuE>H&1s*96Mz4X<&VppYzGN8y+tSuiVD)HtLvM z%rwM#&}>~Pd*jjVBa1lBn=NhFw+J0hr9>3})f}(N@)|XOpM7>b0r{GMSrlO)7i(0{Fx4;tqc6Zy=BE+&C_o)8&s0yOYPltlc zfWVbRSUe87F5nd4v&co$~|p+XSJ&giFr12si@NX+4l8dF@R3KTWOV$TQM)@?QGfyR-lYuRB{bg zEs1J8Tl;Pi)lY+r@Q}-}Avk8=7sHKf;Cae`1}qsS_VzGs((xqy`Mr<8?x=RcE}ZSi z5Y^Uan8LH4F7erpZdW~RuEUiVIo(@V8@B+NKxV(a$hrO2`cKdQ`)~TQCFs+V^NbHTKV?2` zL-7KRM-f}X&yIM$0^c*fA})g8f&y|_t2HRgXu^F^HPjwFtz3-pM}^cQE*^Tq%m;>A z3{Y`iif5g+B|%jakwjyXdGxd&Cf7{@7+A&LB7RJ6>!j&5v<_ z4ToG(7;5dUXP4&(SbOWand1sEIr0E(>?eidu?r52ru5$8qD-SNIhA zLE?ozyc3*h*QZxULGQ|(O0tFaDET-tfwcoq@bN1CIfP4bT}P~ z$Na`|t6R?G+f;^b>5916Y~^$jF!$!}BAs&9VNP_*S=t_N$f&M8R3zKA%3+EP$<(&l zcSC~v2hZL{NZLAN$Srk2HYj-@IXEYfA__uZCZDxRd+2&SZ@1Jj(ge&LjpBQW%xp_EqwKYZwEb?V_5s_0j-9*fp|1^K-fY3w;4JMGmmGPQa z+lIGzCix^+#NvdLniNFN@{y)&y0Qs@&{zx%pblucgFk{?(sm^ls8txWxN3ucT| zwkDf_cD^yE^_*r-hXW?JO1>$al?R6?nBi*1C%Y8*j4qh%(9v7)gSz6t3J266(3+w> zItCmV;-u1zN2SIR#h2imNY2M++9nRE1;E->&hB(R0_Skh;=7jf+EmZ386akA+;{I? z+sjv~iXg8=6EuA%-jAwwmqw2z_8!q6056!nXC&kJ;NyAfx!bf4(@w3W4kEh4zh$Yx zJjM=tV?UlV-5{W=t=_N3E=bs2rU9NSs9pCTwPiREs%&?MXA9!{t-X8iD$GUuTJd$| z>ss(Ksu6)}MKYEFZOsbI_9~z<2F>M=_z_@cM)Gy7b>+I~O;IGwdZ6_wkyl*m{{FT8 zB>n08^AF#z-@m^zwf^(-|N3+PrK3LQ_cZ7FJOHOA%z9_;80_ZHjeq;07wflt|F+`W zE50tR5@;)YD@#mjGyp!r^#)YRWEY%lE3tOVZ+L4aL9Zu*iuMx5tHlWC95d%kV#MMc z!&Q(I_knrYHOYcjCHtIXc;DUX;hM^4SE#mGE1#4VG znw9NXO4sI&SoHZV)oygG7<~r=z1_`l?xAWsk zQ|_GCgfU+WI+OmGn+$1BKujCrJA1BS5H-Q1C{rQN+!+aGIFr;Asis5>i^-lP9GovK zhlyD^?b!#7XXdEUdQO{nU32Zp6_mqsz)&iA+G5Aw0bcOin;vn}B%K%FQ;QMhwHQ^} z;%+@#PxY?(5jONvj6rvtT}lKH$S`mz3{!o`!hW|cvUWwEd6u8)c;=rt6`vSM3Nh~g zuHi{P(OSkf)IyXjuQ_dDTL&b9J?b%joYShtc-eEN#9}urx$Omzw6&zkZFO$KE$-$` zd?k`xG}k z>CRTpO~R!e+1!nc$xV*qpy`o;AM%MyjlmmvOMrRD0F4@Enx{!Y`GxP$ z`>%r_A#|+slh^p>%*fLRd-9_aK|01ayuqG>bVXdLMVtGd?TYnDR;gG{FG(U0a6 zfGK>RA;~hrL4F(WeJWEO)o!Ny?*U5rvmvY*5ULRPV-BMk-XzXj%tTY9jAx2_l0(@O@*%TuN zh3@eUA$qPOE4ZAqlNsxZxH1B!5=@&nl9nbTg6k_XZ5@i=?)>eydVK{KbNxiW|CgWq zbDaO4q_ET^w_Rd=D(hsOXS%g}8}>dbk3 z1_q&EVyR)I!rjVLKgNK8nnfY((F}{)dY9$+0F;4i#X5R~9=SV8z10_@&?$6x?P_1S z29PowT3oFfA{>&;_Xu*i&)BrY2`xczAvQZ^xnW}kavY%1}gokc*I;CPrR6%uxL4bz~_M{G~UWRe&8 zN?sY69p2SccOWpZsJYE{AY5eT%;D5zFjz|fv7wyj)6ct^YW)jm`sJeOP6h4l=XCa- zz`dHB(&0<_a<5>*|7=4(4U*EnK*y)di=FDf+nbo$B?uE?w}(tKs)E_*QW-oN5%dA8 zZ1HPCjsKHhSk6&^IU#P+tp1qS3CwUhfk~$43>jeh=yU$(syAz~d3wQdw+2x%GqM@6 zt4-UsZH-C6ep6x^I4^pqVLVLYbB?FioXx{QF5TDvqG$Yi3gBH6(noW~03*Y5UT3ud z09gP2*N5#=96=&E@&?R>_dHE7lg;i93AKCg2C=&fda9lL68T!LKX6z2e&y8OX5b5SJNmjO)sk zWMBY7UnC(r!W+B+!=7*guazq)XQax!$}<;G0R|&8USDC#KN?r8#TxpTx~snZ>;7N< zh9ANMZc_~?dr#|-cnrz=(Ih>%v4yAcqwtrFzufrCt$%p5C`gNDt58O~PBXy%mG)>C zkC~mDlAhZR-*sIm>ehHRV;ROfW;XTEY(B=hUq5S4 zEE7S_O2IXnobZMWT-W;cT6R3Ct?l4%4@fbrDbN}M(SGp)&Ul}JD$(qR>E5CnTa!L< zO69yWE>6c^H@u@kgB(`{vt*XhyP1RyI?e{UWH&Mq^bP$Kp4pmfOn>=nP&Pa{9nxGn zJe|+9qYc|dMD_5p9rV-_p(whrj3S%=KO^rfqcEc|fF?3w&W8ImVJ=a(a|S29xJ09C zvTH>}j^ju}EVS&n;(md@aKQLrB*qV-&pXgVC^t+fn{@WDe`s^GI%w7xJ8dfp?nZU& z)>B2pJ!?b6vR_B1YJnCfWA#0*{94`tVEu-Q@~7%Rq$*!OqOvBfXU%$zJ& zh-zuVx{YZ24z9UTqk8yEC9$!{%t2pHcnL$}qbp%+I9M|W%~^pLbEeq3$8j&XF>W_H z%)1PHCBI$k@-Nc;)F%OGz~&J<`>&kZP`g|6ryhttXpQ`N83sDjPQd-CUnv8uLZa7P z*waK9=hYfTgbEqep1n{Xn?x)<6 z`YAn}0-jcKIyOzwh@N}dql%JazQ`04Q;_c+>4j_dSLzaM};h}(^}Zl zpr&OGn@gLi1BfuEO$~)r1lV=90hZWLGq@Y~ zT~*b$>NT~}rZ zGASKX;zz(A5$Fb+8C{Ab14(u$77P6kPyY}9-PezwyBpt9e=h!I;}&l5X*?L=TODo< zN6^5}gXjbNH2(7F-+tCVzVnY&Ypk033(+Vy^Nw(IT{X+KtJVsP@xfr6<`=elH&#R) zdY1Rm^h!m{ge&Tb9E#1{{8MGhJ3r4W6EMYN?rMypAw?<@4d(`-HQpk}Bo``i!6*=8 zB#|N(;;!lgv=EHY>&mYc8SVZy(jEb9(nsr7Z6Sc_rtDY9uZt_G?#z6ui?qgpK&}}w zheZN{$V4u=Ba95ga@&uIr7%5a7GZ}X%udq##9_Nh0J^3SBM>@YH-Vpp2}BZH{umMQ zb;Y^}l;MYK*^w*MS}W`A0}|@MY1(JLZjnf^R2)82?V(UIQ?0~DP;Ea zck@A{<+*1q_t`cWduyS@dz-mWwaRIj?Pi;R?+OS#d=zR-n|$+|O*d;M_p}h~c7mtn zG%8TpD5Iu^#C$3S-yEY5X_^avo-T$#s`Wt{mYKrT;|1|qQ9BmX#K9q)QyILHr}$$L z3?735^4v1q1%d^KFP(7`h{>>1@0Xai3-fO+$kkO0v+TbyU`rc&xxutl-zRetYF& z15p)J-Cb>A3T4HHk7hMc9ih4Zy(koYL0Pxd4xBBS&&`OSBAAjJAdofZxi8TE$uq*6 zQ|Kke(0^GP-tNZ&v}RZPX<1m}GZFL(V2wORshoxcwi46nuk<+r@*?8Ai6s4e`DFPg$6!+j>X9=Rwmp?G~cZCeV1`xAybYEXz*aPT{n1 z9H?WUwLzIbCj>LJaEh&q)#n+Q-^$R2JK58}efrNimZH$>-~YC+%&)Z?a+%hrkbv8< z^bG*HLYknes(Q8r+`D##1hMZ1B6jb|Wlwy)=*+3w1>o6j?;In!OlGhiZ^%%sMr`0| z-S7Unz2fPNXl6b_SMU6~uv=BVO_hTHIDn`oYfC?$vZ3nN%I~kp*^agQc7i!TrU@`8 zvc+N+v~t8Gi(Jv)zOCQB=huql7^`L=mdkvsh}SC^T-Q3L3-ChvU<*W?=TAMJ6J5HS9Pj>*pHl2RZ2_*4##dUFoGDpkHqkVT)Qpq{0lRa&v1g>({-gkzLr;)q3_BC*`G#oq?vd&6Ik4c-#|0vz-Z|+P|_J1`P^vhIlvZ z98xQQ4xR-cBp`EDZA@N_66Cm_pu5fG@PPXaL_`8<4-}~z>A8~B@$vFIABR9~0MvvY zL!NP74f)w4V8$L7u~ruy?71CK07>%WVrF2s@n)MLYfOVrN%#6JV%~x{fK5@=dbaKw zQ> zKW_w@x`Gs*Y5u_o_2)vI@-HbJaAbrJu;bpzJ(XL)S;~o9jbI`S@4X98X#*y3l5ixn zghdu4shV4C$d+<`zdSj>&}M|kDFa|z+>Pfm@DtG}p(9Fqnh`o+Ogy``9ZbBHGEw&+ zu~RW|F0Mlmkqu(lsOkH=yBbc!aWkV<`CS@rJ_MTNpuZ~v)2kWWDv)%@0~oa}B5|(+ zseRY_@{Lv{GG}6OK61u{_>s}}yPSOpJ{P&4#O{`HcTRxbQ{BK*eD>r_NJ44_zcLo} zZIO(dZPotIt?fPxAK}teh`?~NNd+Q_LVMR4981()dL&szCsVA93XfHjo8T5|Hxe0> zky3)t&vtA%2&{}gn(o=@jq{G|w^J>H2!gB)+ExH$*2vfn@Q4wc^0Y00gY*85J~|*Y z=;py6;?QKx+L)%zk4t}W#TjnFU$RgP3upp>5@o>z1BzJ9?qeZ1Dsja}&O*8;$mGxd?a z9o3C0F%a3^ospJ%%1pSX&}bXX>LN(I*7~~Q+a*EIjpykNydUjHySZDBt>2bd+nq)oe=?jyYlN>Twi=GyfR-A3|uREISTvucU z$h9((f;c`j>S=VecXjDTXSIkcxR}f^!HMpQWG0 z9~M!GNW>2JdVz?fMxp7m`IXXk$^;iv3vSH)#C_O+HUMFl`*~EpPEmgdNVDxau$4eQKB;BFSi)I{D#mP3eZEm%Vn6POs??x^blYITbnO&*{fRO;;c3>Z_6CYd7=kGi-F1Ie$lM+ zWqMY-DQ35fgrzy`k^3nKDpS=FK#%y9e^Qy-g8BE5_0uf$rJ zGqYnwJlh}6#EB6oD9G1}V<$G0o4LLOQ?G&(Ydz_}eg*bGmv)C2{T|{6u^3<;KezE4 z30iS*FKRa)z=p$5$sQjCtUOqVb+U6QIZu}MbAAp&?=J+vLU1f+BSk??uk~#a)t^gG z=luTtH9hSy4@u9>vY_a@%tY%0oQy|R2x>bEP8$byYq#7TlOMD9C0HjvV2137g^wliNVPopHGJiX%BcYUAJ>*S zQ#!Yn|79#d3~7vh!bDr&UkH~(-*1L0+FjH{OpP!%c4W6{IXh z+TFXbi$CtCO7A9#1Xh9(g0>U~9N$}axz~mQ8{CcO>GuPR0ah@_$AODXcAyOr88OaK z2F4E=Y~c#g8P3DXI; zI&LE7{z)gQ&c`0iY_n@K1pEKeRIAt5^?M75*R`M8Ki>6z^xpm6{o}!V>*vOMe7tXoBR69j<&-u83qVQ_Cl=UOtlthj!a{t(-w|Ewx&43AKk8p^mgg zL@W|%$U%W$oYCFv?@mkPk7UHvew?G?_%milvW3I^f5D_%% zESe`VK0SUt+4g%g|8Q&@HPkJW&9T5LKEwP)2Cj^+uUHE_R1K0!n|&j5Fg~1u>eu3N z=c$&;<~8bGE3RvOU1?wV=dSx{_Xb@sPU)??5u`HU0D^QXPM2*+4@B>EXADUWB#)R@ zr4G53>B2$N_*CD!?^3rixVyD`ML>!Gf(9gkWp)kOjV9^=PQ&nx>>3@jN%5cB;(`G7X4fGS#Mu%NTLN&!FrUd# z*B&~QF;|_7!2@96c*t4yMjO}>IYh3x;H+I0W{X-tqx$-pWfFx=7!n} zZj6WGQ`1u+!W+S0wzR8vStmV%fz6@HtNssC=zEt4vkvF>rgv4RO~*ly{JZO*9`QxaoKJ>*Q-eEZP1A*u~Uyv#! zQAJV97diXN^aVzu#HZVdXM5Tub#akb_4dj(qMVluJS~SqXy#$PuDl`=1hA`8T#S{m z8yzb0F1-s+SCu@ijcWW{WUfj>e@yl+oF%djARB^g2cuzT zi(^M|`bMV++Qilmx*K%_!|PTfmarHE8eR1qK}NcpHyZ8o2@#(yYaV?%KLaGsf#s*O z>`yCq^x9_=dY+KozH12BTfWP~_Q|QEkl|PFOF6pRDmPEv4J`1TdAD#2A@ zeOLV0`0L$2oA0f6<1XGpi<$au>HF#{E0b%jmADpOS7xBRQ@7$NUH#}J768{u1k9({ zPhWXCd&8Mm-6`-F}MX?oN*!`>6MW46R^<0v3zV^rjC9xh*6-h6YY`cH7m+R8&#d>R9FcBYDRH!18b7;|z&-Ah^z1vJ z{P@cYU;|Hg+;?|iWvc+%gsh71y?;K>)4ho%MH&8v{u|k&!XINJO-bSgHlWPxxy6Zw9aDo`$;;PzR76~X*NTgzn*Nmo4Q_~QxTiq`*q}cce?HSvYVrvH#1Sj> za&=DxpT<-Axu+X4xL4hg?B3l7#wgYARK?y7{y=##2qQ0&%p2IB4E!-=_(7 z0*WWFQS#yJ+kR=R+(LWiJ3txSoBFjIRqvkK`oHV){G~Jb9k-qNdm41skLOXVVDRn_ zB~~A!7+>t1UuXWK-!69P>3Ya7=2l-F&orm8J)SG}Lwt-Ew@wK|g7Oh)Ep&th5)hdpqfIkBhI%~$3**PsSAQvKe=K@ID zV+5ns_GC6X*HG*ISgzlWkbJGo72m$DZz~shUFkvadFp=l^JuFZNGTABP?v($v^$9} zzo+Yc_j^~#zZ|Q#sTjLeKugb7E5-qf%1nczEj*93d#Cp1Vg%(0yT#u96n3G}Bv!-~ zSkU*2-!FYjy@D5dxp5|vV^wOus}&%yQcT+QK;)H?7glnu%$2VzzrN+Q0$?@zQI)if zS^EC8<7E19Z&0B_*u9gyqiyTuK4y9|MXpd`X1k3aV0YN zdgbe7sW2*py)zgFr03be%FGpn5X<0mm7$l(VCkOPp%%=4akA%7H;nq3UIx3Vksp6r z^WQ!0VMPAplAtco%Q`{?zn=+Eaf}T0QOi5k+cU-CKm@;nix)F zDnzTb@ND(&m_dGEd5Dv`pixp`#{5}P`;P4CT^j1ZaAkt=b;bABibPYvVrnt2R;%|u z&K+Qv+k*C6;jGS*oq%13M#eSoE$8ZU-AK2hwxPajKgGaWS=G<(`{}>E_kA}zTtPM> z7}|O~D+6eyAC!p9ahLk|A2nS)aTd0d-)!hcs4~Xm8h^H0m^CUH!IXibxp>D2%h;VCT`MHx=FNkq=c4b zdoZZxoyDMN4oTV7DRv_R5OY2kEpziRnK}#>Fj`lrg$IDfL-?K;O`1){*{FESGwZOD zcI!U3`}97-2YB$855nhC4-h;u15YFVU#<$68}-2EXO=d?hQG6en1=P2w)kA2{ps8e zaIcSJB0s0iM@0TD#`bJ%bWfKz4d^i2&$l~Wq+bS2nC_xpEA~^zmCa&$Swl9j=#aCz zRr6``F=N7RFK!wj99+k}{8JTTWc0fLHhAy-bN7#@e|EiV`eq})nRtb>*}ZO+4MH?7 zVsT87+#Jlju{g-+2!s4D=L7e9QPociC$)SHbi;1V%Z5%44N6wLJm5q1DHWN$DJ z+66?v((4cxe|s5*AT`YjjfP0CrFDFMHTU5h2j5B4OA!$?6+Pm^AD9#;$7$eno&H~W zqy+qYwOh1?;kT-`SLI0jKNQ;!-f!kRX|v_(Uy{}!;2;vSY-e7Ac$U!yLuIxf%-YvH zI`g1Zw~?mA;po^3YSdj=cOhEkQAt#r{O(49SH^Ym`|JAtwJ!3yXpbcVCE{T>_Qu_v zZZ@9178QJYr-^)pyXvp^V_&xww$gy09ASCgw%hH`UIy2SOs-(qzoslt!}A0}k-UPA zzk(3bf6Ov@Y}^#=(Vr{Uzx9kwXl-cnqa5b3I-RsLf1w2|APSsKxEjkEx-Tv zS}z9KC2U|BwV6W@ZgAX~(`KCta#s%!KWu1%A#uPW!!uGOT8bW%kywFnMtZ2lfLGKr zFB7{ugK>p7t&xa`b>-gsdAhsrr@n+%-@B!-$;)p2e2nemew-~M6KVeRd;Wgm+l$}7 z<+m5VzS7W9r1n!}bgP=04H_e`9JqUMh|F-ug9SvWY1lfMo3fzKTRZ2EL0k!)_H`wY zGsSc(LACYU>~ib^2r$UtBDh!>)i6ix#n(y_*UHzGRdrn}lf5N}5b)RX3q0s|gKM7M z2&@&Ek+%A1Ns10n%ND~DT#MpZ>U&M8R;iz=DtT`6ZQH72bt|=!WY}YiD|KCnH8-i- zvvz9dm6#|v(BY~=#spW3R8Q8=vm^ZD0L$BW=DS%*Y4|-o6>Jc zr7Rl3vF-pESjo%LDUu<{S29oP_AF%PUgtRVHiG7cAc!paEnvYpUKu1TU+c2lh@^>t{U1$57EHSv@}O5G?`E}|V8 zh$gDB0Js=%6d4|2T>aa?r2U+&DM)SnTJE&VZ2La-?$vYp{fG3CABsd0SJEC;0IKzd9#wj(0q(7P>qqr{QpL!~!1ZE;T}feL(AXqR z*LWn^J=1H(yyxkr0|T7<9g87~iC(^QX2%HQBOk66Aw)pUJ|JcN`ef$~UjYmYZ2;^K z77uGYDcfYFZOpw_S+E9z8EBBrRR;!vzl^!$-*b6K4&(&G6FnIJTdF;{%~( z*k$uqb2LYcT83$vR(b6hF`3n1js#rcVjsYm^OA^&^o?yF=3%@Is}dNG#`$%1wCy^) zh_gOE-RYe9I)`ztO+p1p>uCf~5fkxamNmmP`}E)&0823gw>o#}e)Qf|_QWs0+@hk3 z&#mhfEmZ5r?!WysaRRRuuPYg7U~T@m`!?2W0!;YlVy$^wljHW7!#MOh4OeiPZ`sV? zMP@3lUJI`a-x4eMb@8?Mx-uhQ8Lul=j)pFPOkRr;S1>Q+GKM@FO1R--yk4=suIp=g z@sm`9ba%FOt-gY0#@8tT25(2UT+N&k2U5xPS{zqbp_?go+Zh4V%%d^bh55#FizOiC zW#cr^QrJ*t)UFI=v@^uB z=eY4`KmYDx{QEoYpb{V$C3Ct_{cH;t7zsq^bwzEt-t|!Rp(HR0W}Vai3d`1g zIETs1U(T!#D;|V~u83X8g=N#0Y4+eutt*_6K@#2RcK^5y4osTiR~YjI3*9zpn`Wv{ z+jejg9N^9bpdl)xLG*}EQX;^T?%>^E^`y%W_{(#=@oC})N7C$4&zPpqpA6O)2MYm! zNf`zXFgobqbOv+i`C00oo$NfdXNYync)G?o$YKT-^cC@yc+EzBP<)SA{3wLdhvFc(!(%Vt>E?>5@(C*j)MlY z=EF0hIbM~Jz$3Q|T!4l_h-ESZ48QSwAlRMmEHzsQkaRb>BG!s9CT%`JTj~p;o6JM% z^-no%7UwjB^6z3SWk{ktnN3jR%Gizi)o%OT#tMe5VK4#?z?3sh%XLzSO3{7H5Ks4J z;{g9O0X;~|puBce&>1!=h9R8-nLcYHq@3t z?PRx5bmh~nvapT}En;D~!|7v`@PH9Z*UGPmDa4}%+R+hGvfOzUKd^~ zzrL<(#r0z3cJiVenfF>~ncQ@=+4$jr4au5VYaglWL)Rz<|?<)PXFlKGcG`CXD` zYu^j$sl@c8^;+w7F-S)5Lc&Tz4Ym>8XAC+hv6H7jXwN5V4<2+Q{h)L%@b4I)D1_Z> z;7LWTkX0#LhH7`uf+HB;zrVg;`RyyeeOqfWA_(l~iHJ8*qf|HO#8+w#v`D zQB>JQ30>Wj`E05Vd;<;Lv?MTdra;e9vFyO0An|lJiyMG*Jl)YcuM8%>C)A3>1d@Q= zb*0lQCY;)|t4yHO6VR*i-SEFekdc{drOEC*yNqhI9qD>TpJ%H(93xiZuDWgJ)-8>K z+Y$u3thiLU!8JR}=xVpRKTQ#*K|a_8Ewlhu((8T_<30sMgi-Ka{vQ0?lSf!Fdl`}( zW(H`R3_#soAY&yHxUPJ?LeS&jvAY?_aZ(smY?f5hq+7h_ zW@y)$zQpu8VUKeOp`;iHQDJ=?K-2F|TN)7Q9w@@37C&}pY0MDR>AuhVt2i*vX%$5u zn+#(;Sb-~e<=jfW!l zEC`dZ3yXw5xZxa(*S~L+6~2@FGbzG)Kv<-FGMyn0I!#6cqG?7mc1aS&lZxS}*O68< z9%zw2rHUqT7XU6|k=IbRgHVw~SK?`9YQA;w+u~Qm;%G5?ZtJeo=ufwNPP!qd2(uJ| z=p+M31ERG0n-M6Xz$ftD{S$Gww!7!)2*+-a#Jo$hf=6|4jSKyBagZ8}$rte3uqKaz z^I4!N6;#vn47ueD>c5J6Cf#hUfkri;VB1vy0Iom=E@ClWD_&F*SDdpNW0wE9;KMnj z5Z$piyh=bU6pqSRbozySxI zgTe^3-;)vWU?BFOtPq^86by3W9;i;n`Am~o#0muF7{mwSIwM>Us_GqBn0@S55r|I| z8{MqJAgm39sZikF?xN%O_N` z+=EA`7J`piN6>NtphT_{>X&=pdt-0h(2qx!c1D&(^=t%UMSgp&@7Hh)$t>wvTA}JL zgnjlhA`=(6fJ}MLh@|6eDZO5~)_Rez%#^NBhMXC4h1S&>NaA%xu6Vujb@5txU75l4 za%h48YWoBxlMy4Zo!J+1mSijw(K1$O3bUUovuc~NSW)Qs$hxK+7==QU)beJKUCNc2 zd9W%e?WK*g18FoaYFHH&b9-Nw`>7#9X*MUt|yZ- zgdZbN-!q1hYIhAr-FFotpr@TaDNjf35kjTwnf$NX`1h8S(5=IgbtmDh_-TLF3_7+z@4 zJqOO}$jBw6-6ns|{**+wW*Uv~BE#nph(e+1@^_YMK#^%m&_E#M-2LrvydEIuT>IRb zcgvz}e|DS(Q2_f~)TijX)(@Pp8di=KP0aPP=LQB1fToH!xt(LJL@g`!Wo%5j7H zOj^VNprwIn(PJbYttgU4{ilPV5Wp)lp{F}CXt#=(UiZrUN`qT&P_fI7wy5qD3P2&; zx#76~2+)cJaK;b7#@n`&}F36FVq2e!+)2TYpCI zGA@e26FrA})g8nu@SaTT1@wdM)5hnH3)`ulzelT=NW+k43oVmdkFNXIA`B9KOAWu2j?wL z#-cLgl>yN2PmgHBZ3au)Z7qdXrQ?8d}!?JyuS7kE6s)0$N}+Ysq6RFz~yIG9}v1wz_L2q3Ar;76b}l87N63Savsp5 zzA^~iyQH}9`g!kXca^1M=!i|OjYul!edyP&QG-?sqxDotUf zh5#2_5o^(!1}7eTTPuU#Uc44o*tU4bJx>`XmoyW z`(dFo@>23@03S5E3`5zarDsAv7yufdP zyYU3>Fh3gt5_nzA;ENncDbV5qQt>zFr?jV6g^u`?!&g9hg9ZS~!Sz`kB*y<~p1daYq<5pu2#?SS;mddkd60goF^t zLntwuBLY`qCDzcVoWg+sWxUCXNh`o4e^MSda}5bBW;8TlPy1H?YG6Gpd#mkB5@#H6 z&u3tskx58ba7Bg-AW3v!0VrRdmJ%y=Hys&CCbbwJPVB5B%(Amj%IS^-R)Z6Ds4b@< zpUDLDm2DdejFJ@=*aagSSn$5}vXGI?u+6CbJ7(^jCJaep|0ZO}CepJ@?3su(30Fiz-xmJ( zrU%;H?IoRX1-`C`#9HAAc_ptaGec6wT8yvP`u^LxF1vx4RoPrU4ujo9M8>*&j}F*L z^0@UGK0((sacQN8<574B51grs2fq~{=HW=pT}k`bdnP)Y6}y0;kCzQJG`RW8J_Ca` zl`SbDHMWXiuBdjNRRBCg!Q-$i^>_Y8e$_U78COUf_``9rUD67! z6Uwu$T$ejHYqBB4-cL1J@$A|~U#?SnpFKzYFgA=D3t-_8nhfUij30wcM6fm@$(2mz zEAz@+UdcHGrfS#v_=c@N@L3r(k zDww1J*ijMt=@vvQ**WP;sFP!W+<;p8wYqS`VYz()pMc%a>|ZNuJO z+sRIm{*cB?&iB~~#SC{n@I^ffVNHa&7e~%WpeYZELqYN&jdKDS3{!hOLPjz(bg4H~ zay5y0lYI>iN6N*iYZ@b0b@TALY^?#AV(X^~rv%0Ho(Op>+WP-ibwx{(9JvhuvwB7+ zUpVaWga7{@9Vcy75`F-)W-nr;m3DS|x~nQl5ClPZPoWt*z-N0r2n;C#?Ig~iO8KYN zjNNFua{4Cd<85c9vYM0YW7i7Q=tQQ>d4qC(hGb6|Pzvg{vsZLCp_uaH@JHbqXLp6o z8J^%M&Yt$}%w#YWQ4Npb(#j2KMs&cP3+ou-L}6Xo&hA+{gd%U+5f{!di6fNM$s}3d zl6&TN6+w`bI6M73P9L$>xf_4p{p;CxBl7Vm8cM^bKHD4m*WLfI@z;(&7{8YOv3N;e zqezC^-G0EVEPJ}|tk{{|lv4_)F>nW3fB(|V^>1T^yM^j)!DR`QeUfhoedgOza!E& zmi#6C83ZqW_Ha9u|*=EM?Fj20B7j$OP!#K{qIA6;#w{ zLNJuL4AvNQw^#aFs?WluuyM@LVLE_1ku}TK$lvg4ib#$&3&XaBmC#|na=KB}S5b_e z(@@ky;bLINGd`#C0f?8^BcFjFjg62d3ny1*Nd`YaI}KSTz-42CW>P9hCVuQL z<64Pk@tlV^y2H`tPQjdaHHd!7=IP5Eaa{gXL(A|8Cthr4o1%}6Fn)WLHm62Evh0(X z;1LITtoo+u;jt}ZDzOxn&3SRJfBu2J)mu1|MN!hB@Wd0y^xXh9bni1kh3?%%Uvga_ zD~|S8cE+zNq81Br#ly9V_UEdrSX!!gd@vKyGt(mJS_SOSSA8uNv`Um<)Wx+#R7v0e z_)_Wnt5m`$Biq0))8<3J8s7LATLm$_cVNXtAK1&4NJ<8_S{k95g42mEBeYWkyW*w2Qjr+wCk=vqy<#BhvVH8Hn5B z@b`?L$3TosbTJKKRRYtj~caQ<@9;3Kthhu`n1(M)+9-Tj)S}_+sG6onXR@>WK9nX%m z7v?x;SMv1IP97FIvboU}PUIr6s(3ujhXlhR9W~wS0lp4F@xg}2hYJ3o`#f27zKd@M z?+ppW8>sOEhS6Pv12JDZ3asCzq2K89e)CBH=Z?$`TmSRV>%K=K=Vy)tn!EdX+}nTM z-E2hB43|P|x|R&#yJzBN;rpvfx~d9Xl~uaqn*w94s;f$@&(a#cMCTpG$-1i0zOJen zMAh|CEkz8623ViZRcqCCU7rPJ=T7(Y?7bVigEcbsMx~c3sZ&gEAoH@_R+AyQ-X1t$ zq@3wK1${e|WRRMQpmt0jJ^1+L8KTgh7XoK9Mh{#Vo4&y8VN}Asao@Wi9QQ}4u=fsQ zlzcghqs?xwRcQgPwd$&TbpiLYy}Nok^+)^s)&MfxyTiE**=u&kxdwjRWmC_+_wM^w z-@p2K{M>#Xcl6aKC2Qd=Ej;U9{PMzUF)|V#*s!M}X4|U-)9v~Ukzo(}pMd~4^Tm}N zCmNlBIh&bKrQS0+p=nvN)++#?HG3SWo#UjjuunC2PV9KsO#Dl~Wg3Er1(sk*&s)mHiTMGZ9+udW4P8j<^=i}N>tettPuZHPvN8{jbW$gIi zyC{P9S=%w=Ph;txzU$!NJlY3!#mFF{4KZ(W#XgrXxDYz-#WMDWA^r?n_6M*7v(|~5kSsz__Zd}_Y^R|a%4VB}8 zm1&+DV>*Rlgn9fxUN_TpXJ=IrV3Jvjd2jrBW`7i>i{!XMte5)&vPdMKH0qz^xrS9- zlcXa69mD6OxE_DG$T!Ki88q{B?uH9v_7*}_vzoa|S7n5DEcr5x5!l-kt0MM2(_-Rq zDb8%uerCg!+hahOoH{B%VsHQXz5crQ-*@*$%$`09$#h=KwCnEvb@%=7ac^jw`|;B~ zOf5qsN%qX}YHs@L*Z6clZNl3w`m?IjVKDbtvZ9?rZfrFokm_!27w}ReMJxPG7QE9H&PJ!e&_9f9jkNc|a#__r;@l#sF zM-{Fs;5YB;fR0(v=T09Wl^L?{zWtuv_o)c$od+z_Um&rR#u;Fi#G2tJPm%AoKMS#| zu}3#t>HcuQ;^{L6EMi(i0jc6v+SVBP!@*CvOBi-M$nwNPcyf?IVH8Ry2_zegvUlb_ z7_g;`_YN14NI2l@6oe<54+NMJoFPf3j?#Gr+h+)R4hsO+1k1<_h83D`;Tvyx;vpwR z7(%cA{qOH*Yj1`ADTLBWO5(oz-n-HF_H&lH>cS|9<&p$QygpjRr3!$nF!k9<0PrZf zzP^^O>kL-wrB>1z!!rmLb}SYKa>K2m#k*RSQLy`N{N8$(ko zS$n0PVd0RV4OplX%Ks?WGxvbsK^Vr7UfA9O=d*jJUA5A_8_r^6j4@^h>ex3L_O~EadNyXL(YgPNq0{cC4eZ9V z{VPU!P21Pv>Aakks~qZasKICuOKq#MR;rC)JcU;yvun~>THm9$0)hAy%hON~4`K7k z@P#wWF3s-~_Va}6H*t+}V<32Qz79iSi6zX1JxEXopc zDV|uG1wli==zZV`W9Db$2eoR(Y^Qc z#3siem6i3el%Usdil5J_%DS!e08)S-o0D4C`dX@06|)LX)k~`Yf+~jC6u-X2C4rPO z#$KNgX_;-0$4D4}9U8DLN^Z#;uojIhCyD9t$qlx&-upgeg~@z1=NVB^4f`8vC$q&8 zdm~D09-4%d%I)1deVlINd0K+^wn4hvz0o!_H#efFa1R08MMh*(S0bg> zT8eI9#=k&mjbZv;)V%xQC|ZG~8J;;jc@i^#?oG>$eP;l`-G0*Bb}JnH6grw`%F}g9 zzrUp3-R;>)HEjV8sGVNGCXPH%Qe~S;;Bj}Koig1jX*VF3ZPODS++9*S7F@&k;Pq6- zVH)SA25dGn@_?UHG@XEH7CBSc>8y?AM;M!kpf*mwHQRMN(W#1V@X8g=g*?`<3d;5yARtp+%w3Xk=;|KIsIP%yJtmCIuOnhYX;(baMc9SNbLhLsE7e^p2fuI z8BAHFTFg)Vz59ethi4eh>Z}q5j^3VwHHUgTTwR1+7;KtaE?LTW`OX}v z$Zh?CGr*`5xD9y!pgKxKlcQ?Fz+P8o{2Ivi)nkPjK%DyMjgvfuGccrOSh%p1Y0yfH zsI-Cm>3A91m<~RHw-cIAJx`xKSL-e9iCi?e4)o=j)vdW$0680g=BoxW88CIxDLk<9 zQlcy|W%D%IMW*8h9}0yh1qHZr2K0z{PS~-(FSo1h-sqUbOpcE;o@09RX?Lx6?pZ?F zl2%+MEU+8em-g=c@X4yf*)?b2%tkYYG9+Iot&9`0;oZD%KVlz1j7SSBJDRw=f8BnJ z-M)y&`1|PuZK12!7r&u<^WMIU2bpGoG3L5ygJyI;nq4(6pj05M^eHUq0_5g8{u59w z7pdk|^ALe7mW1!c5AesrMSeb7vN~;nnL2X0rY`6!$Rj*1WEn=U(QFL=ix;c&UpOP zRz66>&ioP)+xA3?JaEXv)-!R{K#H~$X6FSIUFkH(fBT8BXP1uw{=2I$91%m_wC1g2 zK5rj_a85(Gv16P|@jbFS;pm`7{}6SUV8=ti`exXDKbsjBqMY((Vdl*T~QRSGw`vb-ZX zJ$j=IgXJ-jVQUe4F7|;Vr@Nhdae8P8Zu1v?9_BnM;`py*g##6;CV|sD4QF6(#-G1!PT*9(Li`( zW+dkWP3<;3Qy^Tw9kim1K5et z#E)8d@LYgJzL{^JB#-+Pz%iyW;3i^EMc@noj#_k1@Syec4{Z4-?|`A~m|4Gmj|Di? zU6#KY1Y>5nGfyV-T`0t9gC?)pubaXN)#o-wd*ZifK5v#$g#JEoco6*01xToISTw8P z3}P8zTy|?^4<-+V^}0!T-D_kH=--p|Ip{j0s? zYk8kMoRwcs`Pbu%*vNV-`dnKFnE{zEY@!xsC{9|O*6<>f3mJ=CqH5;iS5X*X6laDn zs_2jKwW#u{(SP$0(mb5dMSX;4b=bs-`VfgsA6La%PfL;XjC3(c?gbN5zk@muA=zE& zFCPrT`5W)AlwE^1jy&NFi*K%bbKcR~4$FL=RZhwC5>gYd4vy0FjWiE9Cj+|N^6Zlz zUhBn3BfyXjCHDh{jQ7YLw(A`(#5syTr|7^PhV2&T1;%0GC~J5=BJq|##L$ZenawBe z-{`XQW2P6JB#r|n=Lh2_uNfG%+qtk)`<;~3=j#84OXqH!pfJcHrDTED=l=obOK!An Slt+&M0000 timeout: + raise TimeoutError(f"Worker {worker_type} timed out after {timeout}s") + time.sleep(0.002) + response = torch.load(os.path.join(wdir, "_response.pt"), weights_only=False) + os.remove(os.path.join(wdir, "_response_ready")) + return response + + +def send_request(worker_type, request_data): + """Send a request to a worker without waiting for a response.""" + wdir = os.path.join(WORK_DIR, worker_type) + torch.save(request_data, os.path.join(wdir, "_request.pt")) + open(os.path.join(wdir, "_request_ready"), "w").close() + + +def wait_response(worker_type, timeout=60): + """Wait for and return a worker's response.""" + wdir = os.path.join(WORK_DIR, worker_type) + t0 = time.time() + while not os.path.exists(os.path.join(wdir, "_response_ready")): + if time.time() - t0 > timeout: + raise TimeoutError(f"Worker {worker_type} timed out after {timeout}s") + time.sleep(0.002) + response = torch.load(os.path.join(wdir, "_response.pt"), weights_only=False) + os.remove(os.path.join(wdir, "_response_ready")) + return response + + +def wait_for_worker(worker_type, proc, timeout=180): + """Block until a worker signals readiness or raise on failure.""" + wdir = os.path.join(WORK_DIR, worker_type) + t0 = time.time() + while not os.path.exists(os.path.join(wdir, "_worker_ready")): + if time.time() - t0 > timeout: + raise TimeoutError(f"Worker {worker_type} not ready after {timeout}s") + if proc.poll() is not None: + log_path = f"{OUTPUT_DIR}/{worker_type}_worker.log" + out = open(log_path).read()[-3000:] if os.path.exists(log_path) else "" + raise RuntimeError(f"Worker {worker_type} died (exit={proc.returncode}).\n{out}") + time.sleep(1) + print(f" {worker_type} ready ({time.time()-t0:.0f}s)") + + +def shutdown_workers(workers): + """Signal all workers to shut down and terminate their processes.""" + for name, _ in workers: + wdir = os.path.join(WORK_DIR, name) + os.makedirs(wdir, exist_ok=True) + open(os.path.join(wdir, "_shutdown"), "w").close() + time.sleep(2) + for _, p in workers: + p.terminate() + time.sleep(1) + for _, p in workers: + p.kill() + + +def launch_worker(name, worker_type, cores, subfolder, compiled_path, env_base, workers): + """Launch a subprocess worker with the given configuration.""" + env = env_base.copy() + env["WORKER_TYPE"] = worker_type + env["WORKER_NAME"] = name + env["NEURON_RT_VISIBLE_CORES"] = cores + env["SUBFOLDER"] = subfolder + env["COMPILED_PATH"] = compiled_path + log = open(f"{OUTPUT_DIR}/{name}_worker.log", "w") + p = subprocess.Popen(["python", "worker.py"], env=env, + cwd=os.environ.get("PROJECT_DIR", "/mnt/work/wan2.2-lint-fix"), + stdout=log, stderr=subprocess.STDOUT) + workers.append((name, p)) + return p + + +def compute_wan_rope(num_frames=13, height=480, width=832, + patch_size=(1,2,2), attention_head_dim=128, + max_seq_len=1024, theta=10000.0): + """Compute rotary position embeddings for the Wan model.""" + from diffusers.models.embeddings import get_1d_rotary_pos_embed + p_t, p_h, p_w = patch_size + vae_t, vae_s = 4, 8 + ppf = ((num_frames - 1) // vae_t + 1) // p_t + pph = (height // vae_s) // p_h + ppw = (width // vae_s) // p_w + h_dim = w_dim = 2 * (attention_head_dim // 6) + t_dim = attention_head_dim - h_dim - w_dim + fc_list, fs_list = [], [] + for dim in [t_dim, h_dim, w_dim]: + fc, fs = get_1d_rotary_pos_embed(dim, max_seq_len, theta, + use_real=True, repeat_interleave_real=True, freqs_dtype=torch.float64) + fc_list.append(fc); fs_list.append(fs) + fc_full = torch.cat(fc_list, dim=1) + fs_full = torch.cat(fs_list, dim=1) + splits = [t_dim, h_dim, w_dim] + fc = fc_full.split(splits, dim=1) + fs = fs_full.split(splits, dim=1) + cos_out = torch.cat([fc[0][:ppf].view(ppf,1,1,-1).expand(ppf,pph,ppw,-1), + fc[1][:pph].view(1,pph,1,-1).expand(ppf,pph,ppw,-1), + fc[2][:ppw].view(1,1,ppw,-1).expand(ppf,pph,ppw,-1)], + dim=-1).reshape(1, ppf*pph*ppw, 1, -1) + sin_out = torch.cat([fs[0][:ppf].view(ppf,1,1,-1).expand(ppf,pph,ppw,-1), + fs[1][:pph].view(1,pph,1,-1).expand(ppf,pph,ppw,-1), + fs[2][:ppw].view(1,1,ppw,-1).expand(ppf,pph,ppw,-1)], + dim=-1).reshape(1, ppf*pph*ppw, 1, -1) + return cos_out.bfloat16(), sin_out.bfloat16() + + +def run_cfg_pipelined(first_worker, second_worker, latent_input, timestep_val, + prompt_emb, negative_emb, rope_cos, rope_sin): + """Run pipelined CFG: overlap second(cond) with first(uncond).""" + ts = torch.tensor([timestep_val], dtype=torch.bfloat16) + req = lambda enc: {"hs": latent_input, "ts": ts, "enc": enc, + "rc": rope_cos, "rs": rope_sin} + + # 1. first_half(cond) + cond_first = call_worker(first_worker, req(prompt_emb)) + + # 2. second_half(cond) || first_half(uncond) + send_request(second_worker, { + "hs": cond_first["out_0"], "temb": cond_first["out_1"], + "ts_proj": cond_first["out_2"], "enc_proj": cond_first["out_3"], + "rc": rope_cos, "rs": rope_sin, + }) + send_request(first_worker, req(negative_emb)) + cond_second = wait_response(second_worker) + uncond_first = wait_response(first_worker) + + # 3. second_half(uncond) + uncond_second = call_worker(second_worker, { + "hs": uncond_first["out_0"], "temb": uncond_first["out_1"], + "ts_proj": uncond_first["out_2"], "enc_proj": uncond_first["out_3"], + "rc": rope_cos, "rs": rope_sin, + }) + + return cond_second["output"], uncond_second["output"] + + +def main(): + """Main entry point for the All-CP inference pipeline.""" + global workers + + print("=" * 80) + print("All-CP Pipeline: T1 CP=4 + T2 CP=4 (persistent workers)") + print("=" * 80) + + # ---- Launch 4 CP workers ---- + print("\n[1/7] Launching workers...") + sys.stdout.flush() + + if os.path.exists(WORK_DIR): + shutil.rmtree(WORK_DIR) + + env_base = os.environ.copy() + env_base["WORK_DIR"] = WORK_DIR + project_dir = os.environ.get("PROJECT_DIR", "/mnt/work/wan2.2-lint-fix") + env_base["PYTHONPATH"] = project_dir + ":" + env_base.get("PYTHONPATH", "") + + workers = [] + + # T1 CP workers (transformer) + p1 = launch_worker("t1_first", "cp_first", "0-3", "transformer", + os.environ.get("COMPILED_CP_T1_FIRST", "/mnt/work/wan2.2-lint-fix/compiled_cp_transformer_first"), + env_base, workers) + p2 = launch_worker("t1_second", "cp_second", "4-7", "transformer", + os.environ.get("COMPILED_CP_T1_SECOND", "/mnt/work/wan2.2-lint-fix/compiled_cp_transformer_second"), + env_base, workers) + # T2 CP workers (transformer_2) + p3 = launch_worker("t2_first", "cp_first", "8-11", "transformer_2", + os.environ.get("COMPILED_CP_T2_FIRST", "/mnt/work/wan2.2-lint-fix/compiled_cp_transformer_2_first"), + env_base, workers) + p4 = launch_worker("t2_second", "cp_second", "12-15", "transformer_2", + os.environ.get("COMPILED_CP_T2_SECOND", "/mnt/work/wan2.2-lint-fix/compiled_cp_transformer_2_second"), + env_base, workers) + + print(" Waiting for workers to load NEFFs...") + sys.stdout.flush() + try: + wait_for_worker("t1_first", p1) + wait_for_worker("t1_second", p2) + wait_for_worker("t2_first", p3) + wait_for_worker("t2_second", p4) + except (TimeoutError, RuntimeError) as e: + print(f"\n FATAL: {e}") + shutdown_workers(workers) + sys.exit(1) + + print(" All 4 workers ready!") + sys.stdout.flush() + + # ---- Text encoding (Neuron, subprocess) ---- + print("\n[2/7] Text encoding (Neuron TP=2)...") + sys.stdout.flush() + + te_script = f''' +import torch, os, sys +sys.path.insert(0, '{project_dir}') +os.environ["NEURON_RT_VISIBLE_CORES"] = "16-17" +from neuronx_distributed_inference.models.config import NeuronConfig +from neuronx_distributed_inference.models.diffusers.flux.t5.modeling_t5 import T5InferenceConfig +from neuronx_distributed_inference.utils.diffusers_adapter import load_diffusers_config +from nxdi_wan.application_umt5 import NeuronUMT5Application +from transformers import AutoTokenizer +TE_PATH = "{MODEL_PATH}/text_encoder" +nc = NeuronConfig(tp_degree=2, world_size=2, torch_dtype=torch.bfloat16, batch_size=1) +config = T5InferenceConfig(neuron_config=nc, load_config=load_diffusers_config(TE_PATH), max_length=512) +config.is_decoder = False; config.use_cache = False; config.is_encoder_decoder = False +config.output_attentions = False; config.output_hidden_states = False +app = NeuronUMT5Application(model_path=TE_PATH, config=config) +app.load("{project_dir}/compiled_umt5_final") +tok = AutoTokenizer.from_pretrained("{MODEL_ID}", subfolder="tokenizer", cache_dir="{CACHE_DIR}") +def encode(text): + tokens = tok(text, padding="max_length", max_length=512, truncation=True, + add_special_tokens=True, return_attention_mask=True, return_tensors="pt") + seq_len = int(tokens.attention_mask.sum().item()) + embeds = app(tokens.input_ids, tokens.attention_mask).to(torch.bfloat16) + embeds[0, seq_len:] = 0 + return embeds +torch.save({{"prompt": encode("{PROMPT}"), "negative": encode("")}}, "/dev/shm/wan_te_embeds.pt") +print("DONE") +''' + with open('/tmp/_run_te.py', 'w') as f: + f.write(te_script) + + t0 = time.time() + te_log = open(f"{OUTPUT_DIR}/te_worker.log", "w") + te_proc = subprocess.run(["python", "/tmp/_run_te.py"], cwd=project_dir, + stdout=te_log, stderr=subprocess.STDOUT, timeout=120) + te_log.close() + if te_proc.returncode != 0: + print(f" FATAL: Text encoder failed. See {OUTPUT_DIR}/te_worker.log") + sys.exit(1) + embeds = torch.load("/dev/shm/wan_te_embeds.pt", weights_only=False) + prompt_embeds = embeds["prompt"] + negative_embeds = embeds["negative"] + print(f" Done in {time.time()-t0:.0f}s (prompt std={prompt_embeds.float().std():.4f})") + + # ---- RoPE ---- + print("\n[3/7] RoPE...") + rope_cos, rope_sin = compute_wan_rope() + print(f" RoPE computed: cos={rope_cos.shape}, sin={rope_sin.shape}") + + # ---- Latents ---- + print("\n[4/7] Latents...") + from diffusers import UniPCMultistepScheduler, AutoencoderKLWan + gen = torch.Generator("cpu").manual_seed(SEED) + latents = torch.randn(1, 16, 4, 60, 104, generator=gen, dtype=torch.float32) + scheduler = UniPCMultistepScheduler.from_pretrained(MODEL_ID, subfolder="scheduler", cache_dir=CACHE_DIR) + scheduler.set_timesteps(NUM_STEPS) + + # ---- Warmup ---- + print("\n[5/7] Warmup...") + sys.stdout.flush() + dummy = torch.randn(1, 16, 4, 60, 104, dtype=torch.bfloat16) + dummy_enc = torch.randn(1, 512, 4096, dtype=torch.bfloat16) + try: + t0 = time.time() + run_cfg_pipelined("t1_first", "t1_second", dummy, 999.0, dummy_enc, dummy_enc, rope_cos, rope_sin) + print(f" T1 warmup: {time.time()-t0:.1f}s") + t0 = time.time() + run_cfg_pipelined("t2_first", "t2_second", dummy, 500.0, dummy_enc, dummy_enc, rope_cos, rope_sin) + print(f" T2 warmup: {time.time()-t0:.1f}s") + except Exception as e: + print(f" Warmup failed: {e}") + import traceback; traceback.print_exc() + shutdown_workers(workers) + sys.exit(1) + del dummy, dummy_enc + sys.stdout.flush() + + # ---- Denoising ---- + print(f"\n[6/7] Denoising ({NUM_STEPS} steps)...") + sys.stdout.flush() + t_total = time.time() + t1_time = 0 + t2_time = 0 + + try: + for step_idx, t in enumerate(scheduler.timesteps): + t0 = time.time() + latent_input = latents.to(torch.bfloat16) + + with torch.no_grad(): + if t >= BOUNDARY_TIMESTEP: + cond, uncond = run_cfg_pipelined("t1_first", "t1_second", + latent_input, float(t), prompt_embeds, negative_embeds, rope_cos, rope_sin) + t1_time += time.time() - t0 + else: + cond, uncond = run_cfg_pipelined("t2_first", "t2_second", + latent_input, float(t), prompt_embeds, negative_embeds, rope_cos, rope_sin) + t2_time += time.time() - t0 + + noise_pred = uncond.float() + GUIDANCE_SCALE * (cond.float() - uncond.float()) + latents = scheduler.step(noise_pred, t, latents, return_dict=False)[0] + + elapsed = time.time() - t0 + stage = "T1-CP4" if t >= BOUNDARY_TIMESTEP else "T2-CP4" + if (step_idx + 1) % 5 == 0 or step_idx == 0 or step_idx == len(scheduler.timesteps) - 1: + print(f" Step {step_idx+1}/{NUM_STEPS} ({stage}, t={t:.0f}): " + f"std={latents.std():.4f}, time={elapsed:.1f}s") + sys.stdout.flush() + except Exception as e: + print(f"\n Denoising failed at step {step_idx+1}: {e}") + import traceback; traceback.print_exc() + shutdown_workers(workers) + sys.exit(1) + + total_time = time.time() - t_total + t1_steps = sum(1 for t in scheduler.timesteps if t >= BOUNDARY_TIMESTEP) + t2_steps = NUM_STEPS - t1_steps + print(f"\n T1 time: {t1_time:.0f}s ({t1_time/max(t1_steps,1):.1f}s/step, {t1_steps} steps)") + print(f" T2 time: {t2_time:.0f}s ({t2_time/max(t2_steps,1):.1f}s/step, {t2_steps} steps)") + print(f" Total denoising: {total_time:.0f}s ({total_time/60:.1f} min)") + + # ---- Shutdown workers ---- + print("\n Shutting down workers...") + shutdown_workers(workers) + + # ---- VAE (hybrid: frames 0+1 CPU, frames 2+3 Neuron) ---- + print("\n[7/7] VAE decode (hybrid Neuron)...") + sys.stdout.flush() + t_vae = time.time() + torch.save(latents, "/dev/shm/wan_vae_latents.pt") + vae_log = open(f"{OUTPUT_DIR}/vae_worker.log", "w") + vae_env = os.environ.copy() + vae_env["NEURON_RT_VISIBLE_CORES"] = "20-21" + vae_proc = subprocess.run( + ["python", "vae_decode_hybrid.py", "/dev/shm/wan_vae_latents.pt", "/dev/shm/wan_vae_out.pt"], + env=vae_env, cwd=project_dir, + stdout=vae_log, stderr=subprocess.STDOUT, timeout=120) + vae_log.close() + if vae_proc.returncode != 0: + print(f" VAE failed! See {OUTPUT_DIR}/vae_worker.log") + # Fallback to CPU + from diffusers import AutoencoderKLWan as VAECLS + vae = VAECLS.from_pretrained(MODEL_ID, subfolder="vae", torch_dtype=torch.float32, cache_dir=CACHE_DIR) + vae.eval() + lv = latents.to(vae.dtype) + lm = torch.tensor(vae.config.latents_mean).view(1,16,1,1,1).to(lv.dtype) + ls = 1.0/torch.tensor(vae.config.latents_std).view(1,16,1,1,1).to(lv.dtype) + with torch.no_grad(): + video = vae.decode(lv/ls+lm, return_dict=False)[0] + else: + video = torch.load("/dev/shm/wan_vae_out.pt", weights_only=True) + t_vae = time.time() - t_vae + print(f" VAE decode: {t_vae:.0f}s") + + from diffusers.video_processor import VideoProcessor + video_pt = VideoProcessor(vae_scale_factor=8).postprocess_video(video, output_type="pt") + torch.save(video_pt, f"{OUTPUT_DIR}/video_tensor.pt") + + from PIL import Image + ref_path = os.environ.get("REFERENCE_PATH", "/mnt/work/wan2.2-lint-fix/reference/reference_frames.pt") + ref = torch.load(ref_path, weights_only=True) + for fi in range(min(video_pt.shape[1], 13)): + nf = (video_pt[0, fi].float().permute(1, 2, 0).numpy() * 255).clip(0, 255).astype(np.uint8) + rf = (ref[0, fi].float().permute(1, 2, 0).numpy() * 255).clip(0, 255).astype(np.uint8) + Image.fromarray(nf).save(f"{OUTPUT_DIR}/frames/neuron_{fi:02d}.png") + Image.fromarray(rf).save(f"{OUTPUT_DIR}/frames/ref_{fi:02d}.png") + Image.fromarray(np.concatenate([rf, nf], axis=1)).save(f"{OUTPUT_DIR}/frames/compare_{fi:02d}.png") + + cos = torch.nn.functional.cosine_similarity( + video_pt.flatten().float().unsqueeze(0), ref.flatten().float().unsqueeze(0)).item() + + print(f"\n{'='*80}") + print(f"RESULTS (All-CP: T1 CP=4 + T2 CP=4)") + print(f" Cosine vs reference: {cos:.6f} {'PASS' if cos > 0.98 else 'FAIL'} (target > 0.98)") + print(f" Std: {video_pt.float().std():.4f} (ref: {ref.float().std():.4f})") + print(f" T1 time: {t1_time:.0f}s, T2 time: {t2_time:.0f}s") + print(f" Total denoising: {total_time:.0f}s ({total_time/60:.1f} min)") + print(f"{'='*80}") + + +if __name__ == '__main__': + main() diff --git a/contrib/models/wan2.2-t2v-a14b/scripts/vae_decode_hybrid.py b/contrib/models/wan2.2-t2v-a14b/scripts/vae_decode_hybrid.py new file mode 100644 index 00000000..d39a8418 --- /dev/null +++ b/contrib/models/wan2.2-t2v-a14b/scripts/vae_decode_hybrid.py @@ -0,0 +1,74 @@ +""" +Hybrid VAE decode: frames 0+1 on CPU, frames 2+3 on Neuron. + +Usage (subprocess): + NEURON_RT_VISIBLE_CORES=20-21 python vae_decode_hybrid.py +""" +import torch, torch_neuronx, os, sys, time +import torch.nn.functional as F +import diffusers.models.autoencoders.autoencoder_kl_wan as vm + +# Patches +_op = F.pad +def _sp(i, p, mode='constant', value=0): + """Patch F.pad to avoid unsupported replicate mode on 5D tensors.""" + if mode == 'replicate' and i.dim() == 5: mode = 'constant' + return _op(i, p, mode=mode, value=value) +F.pad = _sp +_oi = torch.nn.functional.interpolate +def _si(input, size=None, scale_factor=None, mode='nearest', align_corners=None, + recompute_scale_factor=None, antialias=False): + """Patch F.interpolate to replace nearest-exact with nearest.""" + if mode == 'nearest-exact': mode = 'nearest' + return _oi(input, size=size, scale_factor=scale_factor, mode=mode, + align_corners=align_corners, recompute_scale_factor=recompute_scale_factor, antialias=antialias) +F.interpolate = _si +vm.CACHE_T = 1 + +from diffusers import AutoencoderKLWan + + +def main(): + """Decode latents using hybrid CPU+Neuron VAE pipeline.""" + latents_path = sys.argv[1] + output_path = sys.argv[2] + + MODEL_ID = "Wan-AI/Wan2.2-T2V-A14B-Diffusers" + CACHE_DIR = os.environ.get("CACHE_DIR", "/mnt/work/.cache") + compiled_path = os.environ.get("COMPILED_VAE_PATH", "/mnt/work/wan2.2-lint-fix/compiled_vae_new/decoder_cached.pt") + + vae = AutoencoderKLWan.from_pretrained(MODEL_ID, subfolder="vae", + torch_dtype=torch.float32, cache_dir=CACHE_DIR) + vae.eval() + + traced = torch.jit.load(compiled_path) + + latents = torch.load(latents_path, weights_only=True) + lv = latents.to(torch.float32) + lm = torch.tensor(vae.config.latents_mean).view(1, 16, 1, 1, 1) + ls = 1.0 / torch.tensor(vae.config.latents_std).view(1, 16, 1, 1, 1) + z = lv / ls + lm + + # Frames 0+1 on CPU + z_pqc = vae.post_quant_conv(z) + vae.clear_cache() + vae._conv_idx = [0] + with torch.no_grad(): + out = vae.decoder(z_pqc[:,:,0:1,:,:], feat_cache=vae._feat_map, feat_idx=vae._conv_idx, first_chunk=True) + vae._conv_idx = [0] + with torch.no_grad(): + out = torch.cat([out, vae.decoder(z_pqc[:,:,1:2,:,:], feat_cache=vae._feat_map, feat_idx=vae._conv_idx)], 2) + + # Frames 2+3 on Neuron + caches = [c.clone() for c in vae._feat_map[:32]] + r2 = traced(z[:,:,2:3,:,:], *caches) + out = torch.cat([out, r2[0]], 2) + r3 = traced(z[:,:,3:4,:,:], *list(r2[1:])) + out = torch.cat([out, r3[0]], 2) + + torch.save(out, output_path) + print(f"DONE: {out.shape}") + + +if __name__ == '__main__': + main() diff --git a/contrib/models/wan2.2-t2v-a14b/scripts/worker.py b/contrib/models/wan2.2-t2v-a14b/scripts/worker.py new file mode 100644 index 00000000..b96add36 --- /dev/null +++ b/contrib/models/wan2.2-t2v-a14b/scripts/worker.py @@ -0,0 +1,124 @@ +""" +Persistent Neuron model worker. + +Loads a single NEFF and processes forward-pass requests via filesystem IPC. +Runs as a single Python process — NxDI handles TP internally (no torchrun needed). + +Usage: + WORKER_TYPE=tp4 NEURON_RT_VISIBLE_CORES=0-3 python worker.py + WORKER_TYPE=cp_first NEURON_RT_VISIBLE_CORES=4-7 python worker.py + WORKER_TYPE=cp_second NEURON_RT_VISIBLE_CORES=8-11 python worker.py + +IPC protocol (all files in WORK_DIR/{worker_type}/): + _worker_ready — created after NEFF is loaded + _request.pt — request tensor dict, written by orchestrator + _request_ready — signal file, created by orchestrator AFTER _request.pt is fully written + _response.pt — response tensor dict, written by worker + _response_ready — signal file, created by worker AFTER _response.pt is fully written + _shutdown — signal file, created by orchestrator to stop the worker +""" +import os, sys, time, torch +sys.path.insert(0, os.environ.get("WAN_PORT_DIR", "/mnt/work/wan2.2-lint-fix")) + +WORKER_TYPE = os.environ["WORKER_TYPE"] +WORK_DIR = os.environ.get("WORK_DIR", "/dev/shm/wan_workers") +MODEL_PATH = os.environ.get("WAN_MODEL_PATH", "/mnt/work/.cache/models--Wan-AI--Wan2.2-T2V-A14B-Diffusers/snapshots/5be7df9619b54f4e2667b2755bc6a756675b5cd7") +SUBFOLDER = os.environ.get("SUBFOLDER", "transformer") +WORKER_NAME = os.environ.get("WORKER_NAME", WORKER_TYPE) + +worker_dir = os.path.join(WORK_DIR, WORKER_NAME) +os.makedirs(worker_dir, exist_ok=True) +for f in ["_request_ready", "_response_ready", "_shutdown", "_worker_ready"]: + p = os.path.join(worker_dir, f) + if os.path.exists(p): + os.remove(p) + +# ---- Load model (NxDI initializes TP internally, no torchrun needed) ---- +from neuronx_distributed_inference.models.config import NeuronConfig + +if WORKER_TYPE == "tp4": + from nxdi_wan.application import NeuronWanBackboneApplication, WanBackboneInferenceConfig + nc = NeuronConfig(tp_degree=4, world_size=4, torch_dtype=torch.bfloat16, batch_size=1) + config = WanBackboneInferenceConfig.from_pretrained( + model_path=MODEL_PATH, neuron_config=nc, num_frames=13, height=480, width=832) + compiled_path = os.environ.get("COMPILED_PATH", + f"{os.environ.get("WAN_PORT_DIR", "/mnt/work/wan2.2-lint-fix")}/compiled_tp4_bf16_{SUBFOLDER}") + print(f"[{WORKER_TYPE}] Loading {compiled_path}...", flush=True) + app = NeuronWanBackboneApplication( + model_path=os.path.join(MODEL_PATH, SUBFOLDER), config=config) + app.load(compiled_path) + +elif WORKER_TYPE == "cp_first": + from nxdi_wan.application_cp import NeuronWanCPApplication, WanCPInferenceConfig + from nxdi_wan.modeling_wan_cp import CPWanFirstHalf + nc = NeuronConfig(tp_degree=4, world_size=4, torch_dtype=torch.bfloat16, batch_size=1) + config = WanCPInferenceConfig.from_pretrained( + model_path=MODEL_PATH, neuron_config=nc, num_frames=13, height=480, width=832, + subfolder=SUBFOLDER) + compiled_path = os.environ.get("COMPILED_PATH", + f"{os.environ.get("WAN_PORT_DIR", "/mnt/work/wan2.2-lint-fix")}/compiled_cp_{SUBFOLDER}_first") + print(f"[{WORKER_TYPE}] Loading {compiled_path}...", flush=True) + app = NeuronWanCPApplication( + model_path=os.path.join(MODEL_PATH, SUBFOLDER), + config=config, model_cls=CPWanFirstHalf) + app.load(compiled_path) + +elif WORKER_TYPE == "cp_second": + from nxdi_wan.application_cp import NeuronWanCPSecondHalfApplication, WanCPInferenceConfig + from nxdi_wan.modeling_wan_cp import CPWanSecondHalf + nc = NeuronConfig(tp_degree=4, world_size=4, torch_dtype=torch.bfloat16, batch_size=1) + config = WanCPInferenceConfig.from_pretrained( + model_path=MODEL_PATH, neuron_config=nc, num_frames=13, height=480, width=832, + subfolder=SUBFOLDER) + compiled_path = os.environ.get("COMPILED_PATH", + f"{os.environ.get("WAN_PORT_DIR", "/mnt/work/wan2.2-lint-fix")}/compiled_cp_{SUBFOLDER}_second") + print(f"[{WORKER_TYPE}] Loading {compiled_path}...", flush=True) + app = NeuronWanCPSecondHalfApplication( + model_path=os.path.join(MODEL_PATH, SUBFOLDER), + config=config, model_cls=CPWanSecondHalf) + app.load(compiled_path) + +else: + raise ValueError(f"Unknown WORKER_TYPE: {WORKER_TYPE}") + +print(f"[{WORKER_TYPE}] Ready.", flush=True) +open(os.path.join(worker_dir, "_worker_ready"), "w").close() + +# ---- Request loop ---- +request_count = 0 + +while True: + # Poll for request or shutdown + while True: + if os.path.exists(os.path.join(worker_dir, "_shutdown")): + print(f"[{WORKER_TYPE}] Shutting down after {request_count} requests.", flush=True) + sys.exit(0) + if os.path.exists(os.path.join(worker_dir, "_request_ready")): + break + time.sleep(0.002) + + data = torch.load(os.path.join(worker_dir, "_request.pt"), weights_only=False) + + with torch.no_grad(): + if WORKER_TYPE == "tp4": + output = app(data["hs"], data["ts"], data["enc"], data["rc"], data["rs"]) + elif WORKER_TYPE == "cp_first": + output = app(data["hs"], data["ts"], data["enc"], data["rc"], data["rs"]) + elif WORKER_TYPE == "cp_second": + output = app(data["hs"], data["temb"], data["ts_proj"], + data["enc_proj"], data["rc"], data["rs"]) + + if isinstance(output, (tuple, list)): + save_data = {f"out_{i}": t.cpu() for i, t in enumerate(output)} + else: + save_data = {"output": output.cpu()} + torch.save(save_data, os.path.join(worker_dir, "_response.pt")) + # Signal AFTER file is fully written + os.remove(os.path.join(worker_dir, "_request_ready")) + open(os.path.join(worker_dir, "_response_ready"), "w").close() + + request_count += 1 + +if __name__ == "__main__": + pass # Worker is launched as a subprocess; main logic runs at module level by design + diff --git a/contrib/models/wan2.2-t2v-a14b/src/__init__.py b/contrib/models/wan2.2-t2v-a14b/src/__init__.py new file mode 100644 index 00000000..83a52e18 --- /dev/null +++ b/contrib/models/wan2.2-t2v-a14b/src/__init__.py @@ -0,0 +1 @@ +# NxDI Wan 2.2 backbone package diff --git a/contrib/models/wan2.2-t2v-a14b/src/application_cp.py b/contrib/models/wan2.2-t2v-a14b/src/application_cp.py new file mode 100644 index 00000000..5ecc4e2f --- /dev/null +++ b/contrib/models/wan2.2-t2v-a14b/src/application_cp.py @@ -0,0 +1,234 @@ +""" +NxDI application for Wan2.2 with Context Parallelism (CP). + +CP=4: each rank has the full model, sequence is split across ranks. +No weight sharding needed — weights are loaded identically on all ranks. +""" +import os +import logging +from typing import Dict, List, Optional, Tuple + +import torch +import torch.nn as nn + +from neuronx_distributed_inference.models.application_base import NeuronApplicationBase +from neuronx_distributed_inference.models.config import InferenceConfig, NeuronConfig +from neuronx_distributed_inference.models.model_wrapper import BaseModelInstance, ModelWrapper +from neuronx_distributed_inference.utils.diffusers_adapter import load_diffusers_config + +logger = logging.getLogger(__name__) + + +class WanCPInferenceConfig(InferenceConfig): + def get_required_attributes(self) -> List[str]: + return [ + "num_attention_heads", "attention_head_dim", "in_channels", + "out_channels", "text_dim", "freq_dim", "ffn_dim", + "num_layers", "patch_size", "qk_norm", "cross_attn_norm", "eps", + "num_frames", "height", "width", + ] + + @classmethod + def from_pretrained(cls, model_path, neuron_config, num_frames=13, + height=480, width=832, subfolder="transformer", **kwargs): + transformer_path = os.path.join(model_path, subfolder) + if not os.path.isdir(transformer_path): + transformer_path = model_path + load_config = load_diffusers_config(transformer_path) + config = cls( + neuron_config=neuron_config, load_config=load_config, + num_frames=num_frames, height=height, width=width, + **kwargs, + ) + config.inner_dim = config.num_attention_heads * config.attention_head_dim + return config + + +class ModelWrapperWanCP(ModelWrapper): + def __init__(self, config, model_cls, tag="", compiler_args=None, + priority_model_idx=None, model_init_kwargs=None): + if model_init_kwargs is None: + model_init_kwargs = {} + super().__init__(config, model_cls, tag, compiler_args, + priority_model_idx, model_init_kwargs=model_init_kwargs) + + def input_generator(self) -> List[Tuple[torch.Tensor, ...]]: + dtype = self.config.neuron_config.torch_dtype + p_t, p_h, p_w = self.config.patch_size + vae_t, vae_s = 4, 8 + latent_f = (self.config.num_frames - 1) // vae_t + 1 + latent_h = self.config.height // vae_s + latent_w = self.config.width // vae_s + seq_len = (latent_f // p_t) * (latent_h // p_h) * (latent_w // p_w) + inner_dim = self.config.num_attention_heads * self.config.attention_head_dim + + from nxdi_wan.modeling_wan_cp import CPWanSecondHalf + if issubclass(self.model_cls, CPWanSecondHalf): + # Second half: takes intermediate hidden_states + conditioning + inputs = [( + torch.randn([1, seq_len, inner_dim], dtype=dtype), # hidden_states [B, S, dim] + torch.randn([1, inner_dim], dtype=dtype), # temb [B, dim] + torch.randn([1, 6, inner_dim], dtype=dtype), # timestep_proj [B, 6, dim] + torch.randn([1, 512, inner_dim], dtype=dtype), # enc_proj [B, T, dim] + torch.randn([1, seq_len, 1, self.config.attention_head_dim], dtype=dtype), + torch.randn([1, seq_len, 1, self.config.attention_head_dim], dtype=dtype), + )] + else: + # Full model or first half: takes raw inputs + inputs = [( + torch.randn([1, 16, latent_f, latent_h, latent_w], dtype=dtype), + torch.randn([1], dtype=dtype), + torch.randn([1, 512, self.config.text_dim], dtype=dtype), + torch.randn([1, seq_len, 1, self.config.attention_head_dim], dtype=dtype), + torch.randn([1, seq_len, 1, self.config.attention_head_dim], dtype=dtype), + )] + return inputs + + def get_model_instance(self): + config = self.config + model_cls = self.model_cls + model_kwargs = dict( + patch_size=config.patch_size, + num_attention_heads=config.num_attention_heads, + attention_head_dim=config.attention_head_dim, + in_channels=config.in_channels, + out_channels=config.out_channels, + text_dim=config.text_dim, + freq_dim=config.freq_dim, + ffn_dim=config.ffn_dim, + num_layers=config.num_layers, + cross_attn_norm=config.cross_attn_norm, + eps=config.eps, + num_frames=config.num_frames, + height=config.height, + width=config.width, + ) + + def _create_model(): + model = model_cls(**model_kwargs) + model = model.to(dtype=config.neuron_config.torch_dtype) + model.eval() + return model + + return BaseModelInstance(module_cls=_create_model, input_output_aliases={}) + + def forward(self, *args): + if self.model is None: + raise RuntimeError("Forward called before load.") + return self._forward(*args) + + +class NeuronWanCPApplication(NeuronApplicationBase): + _model_cls = None # Set at init + + def __init__(self, model_path, config, model_cls=None, *args, **kwargs): + if model_cls is None: + from nxdi_wan.modeling_wan_cp import CPWanTransformer3DModel + model_cls = CPWanTransformer3DModel + self._model_cls = model_cls + super().__init__(model_path=model_path, config=config, *args, **kwargs) + self.model_wrapper_cls = ModelWrapperWanCP + self.model = self.model_wrapper_cls( + config=self.config, + model_cls=self._model_cls, + tag=self._model_cls.__name__, + compiler_args=self.get_compiler_args(), + priority_model_idx=0, + ) + self.models.append(self.model) + self.dtype = self.config.neuron_config.torch_dtype + + def forward(self, *model_inputs, **kwargs): + return self.models[0](*model_inputs, **kwargs) + + def get_compiler_args(self) -> str: + return "--model-type=transformer -O1 --target trn2 --lnc 2 --enable-mixed-precision-accumulation" + + def compile(self, compile_dir): + # Patch: disable HLO verification to bypass the 24GB HBM check. + for m in self.models: + m.compiler_args = m.compiler_args.replace("--verify-hlo=true", "--verify-hlo=false") + return super().compile(compile_dir) + + @staticmethod + def convert_hf_to_neuron_state_dict(state_dict: Dict, config) -> Dict: + """CP needs no weight conversion — model uses plain nn.Linear. + + Only need to: + 1. Remap attention output key (remove .0 from ModuleList) + 2. Remap FFN keys + 3. Remove RoPE buffers + 4. Add SPMDRank tensor + """ + new_sd = {} + world_size = config.neuron_config.world_size + + for key, value in state_dict.items(): + if key.startswith("rope."): + continue + + new_key = key + new_key = new_key.replace(".attn1.to_out.0.", ".attn1.to_out.") + new_key = new_key.replace(".attn2.to_out.0.", ".attn2.to_out.") + new_key = new_key.replace(".ffn.net.0.proj.", ".ffn.up_proj.") + new_key = new_key.replace(".ffn.net.2.", ".ffn.down_proj.") + + # Condition embedder nested modules + new_key = new_key.replace( + "condition_embedder.text_embedder.linear_1.", + "condition_embedder.text_embedder_linear_1.", + ) + new_key = new_key.replace( + "condition_embedder.text_embedder.linear_2.", + "condition_embedder.text_embedder_linear_2.", + ) + new_key = new_key.replace( + "condition_embedder.time_embedder.linear_1.", + "condition_embedder.time_embedder_linear_1.", + ) + new_key = new_key.replace( + "condition_embedder.time_embedder.linear_2.", + "condition_embedder.time_embedder_linear_2.", + ) + + new_sd[new_key] = value.clone().detach().contiguous() + + # SPMDRank for CP rank resolution + new_sd["global_rank.rank"] = torch.arange(0, world_size, dtype=torch.int32) + + return new_sd + +class NeuronWanCPSecondHalfApplication(NeuronWanCPApplication): + """Application for the second half — overrides weight conversion to remap block indices.""" + + @staticmethod + def convert_hf_to_neuron_state_dict(state_dict: Dict, config) -> Dict: + return NeuronWanCPSecondHalfApplication._convert_second_half(state_dict, config) + + @staticmethod + def _convert_second_half(state_dict: Dict, config, start_block: int = 20) -> Dict: + """Weight conversion for the second-half model. + + Remaps HF blocks[start_block:] → model blocks[0:]. + Keeps only: blocks 20-39, norm_out, proj_out, scale_shift_table (top-level). + Drops: blocks 0-19, patch_embedding, condition_embedder, rope. + """ + base_sd = NeuronWanCPApplication.convert_hf_to_neuron_state_dict(state_dict, config) + + new_sd = {} + for key, value in base_sd.items(): + # Remap block indices: blocks.20.* -> blocks.0.*, blocks.21.* -> blocks.1.*, etc. + if key.startswith("blocks."): + parts = key.split(".", 2) + block_idx = int(parts[1]) + if block_idx < start_block: + continue + new_idx = block_idx - start_block + new_key = f"blocks.{new_idx}.{parts[2]}" + new_sd[new_key] = value + elif key.startswith("patch_embedding.") or key.startswith("condition_embedder."): + continue # Not in second half + else: + new_sd[key] = value + + return new_sd diff --git a/contrib/models/wan2.2-t2v-a14b/src/application_umt5.py b/contrib/models/wan2.2-t2v-a14b/src/application_umt5.py new file mode 100644 index 00000000..89060995 --- /dev/null +++ b/contrib/models/wan2.2-t2v-a14b/src/application_umt5.py @@ -0,0 +1,167 @@ +"""NxDI application for UMT5-XXL text encoder. + +UMT5 differs from standard T5 in one critical way: each layer has its own +relative attention bias weights (not shared from block 0). This module +patches the NxDI T5 implementation to support per-layer bias. +""" +import torch +from typing import List, Tuple + +from neuronx_distributed_inference.models.diffusers.flux.t5.modeling_t5 import ( + NeuronT5Application, NeuronT5EncoderModel, NeuronT5Stack, NeuronT5Block, + ModelWrapperT5, T5InferenceConfig, +) +from neuronx_distributed_inference.models.model_wrapper import BaseModelInstance + + +class UMT5Stack(NeuronT5Stack): + """NeuronT5Stack where every block has its own relative attention bias.""" + + def __init__(self, config, embed_tokens=None): + # Skip NeuronT5Stack.__init__ and call nn.Module.__init__ directly, + # then recreate blocks with has_relative_attention_bias=True for ALL + super(NeuronT5Stack, self).__init__() + from neuronx_distributed_inference.models.diffusers.flux.t5.modeling_t5 import ( + T5LayerNorm, + ) + import torch.nn as nn + + self.config = config + self.embed_tokens = embed_tokens + self.is_decoder = config.is_decoder + + self.block = nn.ModuleList( + [NeuronT5Block(config, has_relative_attention_bias=True) + for _ in range(config.num_layers)] + ) + self.final_layer_norm = T5LayerNorm(config.d_model, eps=config.layer_norm_epsilon) + self.dropout = nn.Dropout(config.dropout_rate) + + def forward(self, *args, **kwargs): + # The parent forward passes position_bias between blocks. + # For UMT5, we need each block to compute its own bias. + # We achieve this by always passing position_bias=None to each block, + # forcing it to recompute from its own relative_attention_bias weights. + # + # Override the loop portion by monkey-patching position_bias to None + # after each block. We do this by wrapping the parent forward. + # + # Actually, the simplest approach: just set position_bias=None before + # each block call. Let's override forward entirely with minimal changes. + return self._umt5_forward(*args, **kwargs) + + def _umt5_forward( + self, input_ids=None, attention_mask=None, encoder_hidden_states=None, + encoder_attention_mask=None, inputs_embeds=None, head_mask=None, + cross_attn_head_mask=None, past_key_values=None, use_cache=None, + output_attentions=None, output_hidden_states=None, return_dict=None, + ): + use_cache = use_cache if use_cache is not None else self.config.use_cache + output_attentions = output_attentions if output_attentions is not None else self.config.output_attentions + output_hidden_states = output_hidden_states if output_hidden_states is not None else self.config.output_hidden_states + return_dict = return_dict if return_dict is not None else True + + if input_ids is not None: + input_shape = input_ids.size() + input_ids = input_ids.view(-1, input_shape[-1]) + elif inputs_embeds is not None: + input_shape = inputs_embeds.size()[:-1] + + if inputs_embeds is None: + inputs_embeds = self.embed_tokens(input_ids) + + batch_size, seq_length = input_shape + mask_seq_length = seq_length + + if attention_mask is None: + attention_mask = torch.ones(batch_size, mask_seq_length, device=inputs_embeds.device) + + extended_attention_mask = attention_mask[:, None, None, :] + # Convert from [0,1] to additive format: 0 for attend, large negative for mask + extended_attention_mask = (1.0 - extended_attention_mask.float()) * -1e9 + + if past_key_values is None: + past_key_values = [None] * len(self.block) + + head_mask = [None] * self.config.num_layers + cross_attn_head_mask = [None] * self.config.num_layers + + hidden_states = self.dropout(inputs_embeds) + + for i, (layer_module, past_key_value) in enumerate(zip(self.block, past_key_values)): + # UMT5: always pass position_bias=None so each block computes its own + layer_outputs = layer_module( + hidden_states, + attention_mask=extended_attention_mask, + position_bias=None, # Force each block to use its own bias + encoder_hidden_states=encoder_hidden_states, + encoder_attention_mask=None, + encoder_decoder_position_bias=None, + layer_head_mask=head_mask[i], + cross_attn_layer_head_mask=cross_attn_head_mask[i], + past_key_value=past_key_value, + use_cache=False, + output_attentions=output_attentions, + ) + hidden_states = layer_outputs[0] + + hidden_states = self.final_layer_norm(hidden_states) + hidden_states = self.dropout(hidden_states) + + from transformers.modeling_outputs import BaseModelOutput + return BaseModelOutput(last_hidden_state=hidden_states) + + +class UMT5EncoderModel(NeuronT5EncoderModel): + """NeuronT5EncoderModel with UMT5Stack (per-layer bias) and attention mask.""" + + def __init__(self, config): + # NeuronT5EncoderModel.__init__ creates a NeuronT5Stack. + # We call it, then replace the encoder with our UMT5Stack. + super().__init__(config) + self.encoder = UMT5Stack(config, self.shared) + + def forward(self, input_ids, attention_mask=None, **kwargs): + return self.encoder(input_ids=input_ids, attention_mask=attention_mask) + + +class UMT5ModelWrapper(ModelWrapperT5): + """ModelWrapper with attention_mask input and UMT5EncoderModel.""" + + def input_generator(self) -> List[Tuple[torch.Tensor, ...]]: + return [( + torch.zeros(1, self.config.max_length, dtype=torch.long), + torch.ones(1, self.config.max_length, dtype=torch.long), + )] + + def get_model_instance(self): + config = self.config + def _create(): + m = UMT5EncoderModel(config) + m.eval() + return m + return BaseModelInstance(module_cls=_create, input_output_aliases={}) + + +class NeuronUMT5Application(NeuronT5Application): + """NeuronT5Application adapted for UMT5 (per-layer bias + attention mask).""" + + def __init__(self, model_path, config, *args, **kwargs): + super().__init__(model_path=model_path, config=config, *args, **kwargs) + self.models.clear() + self.model = UMT5ModelWrapper( + config=self.config, model_cls=UMT5EncoderModel, + tag="NeuronT5EncoderModel", + compiler_args=self.get_compiler_args(), priority_model_idx=0, + ) + self.models.append(self.model) + + def forward(self, input_ids, attention_mask): + result = self.models[0](input_ids, attention_mask) + if hasattr(result, 'last_hidden_state'): + return result.last_hidden_state + if isinstance(result, dict): + return result.get('last_hidden_state', list(result.values())[0]) + if isinstance(result, (list, tuple)): + return result[0] + return result diff --git a/contrib/models/wan2.2-t2v-a14b/src/modeling_wan_cp.py b/contrib/models/wan2.2-t2v-a14b/src/modeling_wan_cp.py new file mode 100644 index 00000000..67b735db --- /dev/null +++ b/contrib/models/wan2.2-t2v-a14b/src/modeling_wan_cp.py @@ -0,0 +1,473 @@ +# Copyright 2025 The Wan Team and The HuggingFace Team. All rights reserved. +# Copyright 2025 Amazon.com, Inc. or its affiliates. All rights reserved. +# +# Neuron context-parallel (CP) port of diffusers.models.transformers.transformer_wan. +# Every rank holds full weights; the sequence dimension is split across CP ranks. +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 + +import math +from typing import Any, Optional, Tuple + +import torch +import torch.nn as nn +import torch.nn.functional as F + +# Deviation from HF: Neuron CP infrastructure imports +from neuronx_distributed.parallel_layers.layers import SPMDRank +from neuronx_distributed.parallel_layers.mappings import ( + gather_from_tensor_model_parallel_region_with_dim, + scatter_to_process_group_spmd, + scatter_to_tensor_model_parallel_region, +) +from neuronx_distributed.parallel_layers.parallel_state import ( + get_data_parallel_group, + get_tensor_model_parallel_size, + get_world_group, +) +from neuronx_distributed_inference.utils.distributed import get_dp_rank_spmd + + +def split_along_dim(tensor: torch.Tensor, dim: int, rank, process_group) -> torch.Tensor: + """Scatter (split) a tensor along the given dimension across CP ranks.""" + return scatter_to_process_group_spmd(tensor, partition_dim=dim, rank=rank, process_group=process_group) + + +# --------------------------------------------------------------------------- +# Inlined HF helpers (Deviation from HF: inlined to avoid import dependency) +# --------------------------------------------------------------------------- + +class Timesteps(nn.Module): + def __init__(self, num_channels: int, flip_sin_to_cos: bool = True, downscale_freq_shift: float = 0): + super().__init__() + self.num_channels = num_channels + self.flip_sin_to_cos = flip_sin_to_cos + self.downscale_freq_shift = downscale_freq_shift + + def forward(self, timesteps: torch.Tensor) -> torch.Tensor: + half = self.num_channels // 2 + exp = -math.log(10000) * torch.arange(0, half, dtype=torch.float32, device=timesteps.device) / (half - self.downscale_freq_shift) + emb = timesteps[:, None].float() * torch.exp(exp)[None, :] + emb = torch.cat([torch.sin(emb), torch.cos(emb)], dim=-1) + if self.flip_sin_to_cos: + emb = torch.cat([emb[:, half:], emb[:, :half]], dim=-1) + return emb + + +class FP32LayerNorm(nn.LayerNorm): + def forward(self, inputs: torch.Tensor) -> torch.Tensor: + return F.layer_norm(inputs.float(), self.normalized_shape, + self.weight.float() if self.weight is not None else None, + self.bias.float() if self.bias is not None else None, self.eps).to(inputs.dtype) + + +def apply_rotary_emb(hidden_states: torch.Tensor, freqs_cos: torch.Tensor, freqs_sin: torch.Tensor) -> torch.Tensor: + """Wan-style RoPE. Input: [B, heads, S, head_dim], freqs: [1, S, 1, D] transposed to [1, 1, S, D].""" + freqs_cos = freqs_cos.transpose(1, 2) + freqs_sin = freqs_sin.transpose(1, 2) + x1, x2 = hidden_states.unflatten(-1, (-1, 2)).unbind(-1) + cos = freqs_cos[..., 0::2] + sin = freqs_sin[..., 1::2] + return torch.stack([x1 * cos - x2 * sin, x1 * sin + x2 * cos], dim=-1).flatten(-2).type_as(hidden_states) + + +# --------------------------------------------------------------------------- +# NeuronWanAttention — matches WanAttention forward signature and state dict +# --------------------------------------------------------------------------- + +class NeuronWanAttention(nn.Module): + """Neuron CP port of WanAttention. + + Deviation from HF: In self-attention, K/V are all-gathered across CP ranks + so Q (local) can attend to the full sequence. Cross-attention is fully local. + """ + + def __init__( + self, + dim: int, + heads: int = 8, + dim_head: int = 64, + eps: float = 1e-5, + dropout: float = 0.0, + added_kv_proj_dim: int | None = None, + cross_attention_dim_head: int | None = None, + processor=None, + is_cross_attention=None, + ): + super().__init__() + self.inner_dim = dim_head * heads + self.heads = heads + self.head_dim = dim_head + + self.to_q = nn.Linear(dim, self.inner_dim, bias=True) + self.to_k = nn.Linear(dim, self.inner_dim, bias=True) + self.to_v = nn.Linear(dim, self.inner_dim, bias=True) + self.to_out = nn.Linear(self.inner_dim, dim, bias=True) + + self.norm_q = torch.nn.RMSNorm(self.inner_dim, eps=eps, elementwise_affine=True) + self.norm_k = torch.nn.RMSNorm(self.inner_dim, eps=eps, elementwise_affine=True) + + if is_cross_attention is not None: + self.is_cross_attention = is_cross_attention + else: + self.is_cross_attention = cross_attention_dim_head is not None + + def forward( + self, + hidden_states: torch.Tensor, + encoder_hidden_states: torch.Tensor | None = None, + attention_mask: torch.Tensor | None = None, + rotary_emb: tuple[torch.Tensor, torch.Tensor] | None = None, + cp_group=None, # Deviation from HF: CP process group for sequence-parallel all-gather + ) -> torch.Tensor: + batch_size = hidden_states.shape[0] + if encoder_hidden_states is None: + encoder_hidden_states = hidden_states + + query = self.to_q(hidden_states) + key = self.to_k(encoder_hidden_states) + value = self.to_v(encoder_hidden_states) + + query = self.norm_q(query) + key = self.norm_k(key) + + query = query.view(batch_size, -1, self.heads, self.head_dim).transpose(1, 2) + key = key.view(batch_size, -1, self.heads, self.head_dim).transpose(1, 2) + value = value.view(batch_size, -1, self.heads, self.head_dim).transpose(1, 2) + + if rotary_emb is not None: + query = apply_rotary_emb(query, *rotary_emb) + key = apply_rotary_emb(key, *rotary_emb) + + # Deviation from HF: CP all-gather K/V to full sequence for self-attention + if not self.is_cross_attention and cp_group is not None: + key = gather_from_tensor_model_parallel_region_with_dim(key, gather_dim=2, process_group=cp_group) + value = gather_from_tensor_model_parallel_region_with_dim(value, gather_dim=2, process_group=cp_group) + + hidden_states = F.scaled_dot_product_attention(query, key, value, dropout_p=0.0, is_causal=False) + hidden_states = hidden_states.transpose(1, 2).reshape(batch_size, -1, self.heads * self.head_dim).type_as(query) + + hidden_states = self.to_out(hidden_states) + return hidden_states + + +# --------------------------------------------------------------------------- +# NeuronWanFeedForward — matches FeedForward state dict (net.0.proj / net.2) +# --------------------------------------------------------------------------- + +class NeuronWanFeedForward(nn.Module): + """Fully local FFN. State dict: up_proj.weight, down_proj.weight.""" + + def __init__(self, dim: int, inner_dim: int): + super().__init__() + self.up_proj = nn.Linear(dim, inner_dim, bias=True) + self.act = nn.GELU(approximate="tanh") + self.down_proj = nn.Linear(inner_dim, dim, bias=True) + + def forward(self, x: torch.Tensor) -> torch.Tensor: + return self.down_proj(self.act(self.up_proj(x))) + + +# --------------------------------------------------------------------------- +# NeuronWanTransformerBlock — matches WanTransformerBlock +# --------------------------------------------------------------------------- + +class NeuronWanTransformerBlock(nn.Module): + def __init__(self, dim: int, ffn_dim: int, num_heads: int, qk_norm: str = "rms_norm_across_heads", + cross_attn_norm: bool = False, eps: float = 1e-6, added_kv_proj_dim: int | None = None): + super().__init__() + # 1. Self-attention + self.norm1 = FP32LayerNorm(dim, eps, elementwise_affine=False) + self.attn1 = NeuronWanAttention(dim=dim, heads=num_heads, dim_head=dim // num_heads, eps=eps) + # 2. Cross-attention + self.attn2 = NeuronWanAttention(dim=dim, heads=num_heads, dim_head=dim // num_heads, eps=eps, + cross_attention_dim_head=dim // num_heads) + self.norm2 = FP32LayerNorm(dim, eps, elementwise_affine=True) if cross_attn_norm else nn.Identity() + # 3. Feed-forward + self.ffn = NeuronWanFeedForward(dim, inner_dim=ffn_dim) + self.norm3 = FP32LayerNorm(dim, eps, elementwise_affine=False) + self.scale_shift_table = nn.Parameter(torch.randn(1, 6, dim) / dim**0.5) + + def forward(self, hidden_states: torch.Tensor, encoder_hidden_states: torch.Tensor, + temb: torch.Tensor, rotary_emb: torch.Tensor, + cp_group=None, # Deviation from HF: CP group for context parallelism + ) -> torch.Tensor: + shift_msa, scale_msa, gate_msa, c_shift_msa, c_scale_msa, c_gate_msa = ( + self.scale_shift_table + temb.float() + ).chunk(6, dim=1) + + # 1. Self-attention + norm_hidden_states = (self.norm1(hidden_states.float()) * (1 + scale_msa) + shift_msa).type_as(hidden_states) + attn_output = self.attn1(norm_hidden_states, None, None, rotary_emb, cp_group=cp_group) + hidden_states = (hidden_states.float() + attn_output * gate_msa).type_as(hidden_states) + + # 2. Cross-attention + norm_hidden_states = self.norm2(hidden_states.float()).type_as(hidden_states) + attn_output = self.attn2(norm_hidden_states, encoder_hidden_states, None, None, cp_group=None) + hidden_states = hidden_states + attn_output + + # 3. Feed-forward + norm_hidden_states = (self.norm3(hidden_states.float()) * (1 + c_scale_msa) + c_shift_msa).type_as(hidden_states) + ff_output = self.ffn(norm_hidden_states) + hidden_states = (hidden_states.float() + ff_output.float() * c_gate_msa).type_as(hidden_states) + return hidden_states + + +# --------------------------------------------------------------------------- +# NeuronWanTimeTextImageEmbedding — matches WanTimeTextImageEmbedding +# --------------------------------------------------------------------------- + +class NeuronWanTimeTextImageEmbedding(nn.Module): + def __init__(self, dim: int, time_freq_dim: int, time_proj_dim: int, text_embed_dim: int, + image_embed_dim: int | None = None, pos_embed_seq_len: int | None = None): + super().__init__() + self.timesteps_proj = Timesteps(num_channels=time_freq_dim, flip_sin_to_cos=True, downscale_freq_shift=0) + self.time_embedder_linear_1 = nn.Linear(time_freq_dim, dim, bias=True) + self.time_embedder_act = nn.SiLU() + self.time_embedder_linear_2 = nn.Linear(dim, dim, bias=True) + self.act_fn = nn.SiLU() + self.time_proj = nn.Linear(dim, time_proj_dim, bias=True) + self.text_embedder_linear_1 = nn.Linear(text_embed_dim, dim, bias=True) + self.text_embedder_act = nn.GELU(approximate="tanh") + self.text_embedder_linear_2 = nn.Linear(dim, dim, bias=True) + self.image_embedder = None # Deviation from HF: I2V not ported + + def forward(self, timestep: torch.Tensor, encoder_hidden_states: torch.Tensor, + encoder_hidden_states_image: torch.Tensor | None = None, + timestep_seq_len: int | None = None) -> tuple: + t_emb = self.timesteps_proj(timestep).to(encoder_hidden_states.dtype) + temb = self.time_embedder_linear_2(self.time_embedder_act(self.time_embedder_linear_1(t_emb))) + temb = temb.type_as(encoder_hidden_states) + timestep_proj = self.time_proj(self.act_fn(temb)).unflatten(1, (6, -1)) + encoder_hidden_states = self.text_embedder_linear_2( + self.text_embedder_act(self.text_embedder_linear_1(encoder_hidden_states))) + return temb, timestep_proj, encoder_hidden_states + + +# --------------------------------------------------------------------------- +# NeuronWanTransformer3DModel — matches WanTransformer3DModel +# --------------------------------------------------------------------------- + +class NeuronWanTransformer3DModel(nn.Module): + """Neuron CP port of WanTransformer3DModel. Full model (not split).""" + + def __init__(self, patch_size=(1, 2, 2), num_attention_heads=40, attention_head_dim=128, # config defaults + in_channels=16, out_channels=16, text_dim=4096, freq_dim=256, ffn_dim=13824, # config defaults + num_layers=40, cross_attn_norm=True, qk_norm="rms_norm_across_heads", eps=1e-6, # config defaults + image_dim=None, added_kv_proj_dim=None, rope_max_seq_len=1024, pos_embed_seq_len=None, **kwargs): # config + super().__init__() + inner_dim = num_attention_heads * attention_head_dim + self.patch_size = patch_size + self.out_channels = out_channels or in_channels + self.num_layers = num_layers + + # 1. Patch & position embedding + self.rope = None # Deviation from HF: RoPE computed externally, passed as args + self.register_buffer("freqs_cos", torch.zeros(1), persistent=False) + self.register_buffer("freqs_sin", torch.zeros(1), persistent=False) + self.patch_embedding = nn.Conv3d(in_channels, inner_dim, kernel_size=patch_size, stride=patch_size) + # 2. Condition embeddings + self.condition_embedder = NeuronWanTimeTextImageEmbedding( + dim=inner_dim, time_freq_dim=freq_dim, time_proj_dim=inner_dim * 6, + text_embed_dim=text_dim, image_embed_dim=image_dim, pos_embed_seq_len=pos_embed_seq_len) + # 3. Transformer blocks + self.blocks = nn.ModuleList([ + NeuronWanTransformerBlock(inner_dim, ffn_dim, num_attention_heads, qk_norm, cross_attn_norm, eps, added_kv_proj_dim) + for _ in range(num_layers)]) + # 4. Output + self.norm_out = FP32LayerNorm(inner_dim, eps, elementwise_affine=False) + self.proj_out = nn.Linear(inner_dim, self.out_channels * math.prod(patch_size), bias=True) + self.scale_shift_table = nn.Parameter(torch.randn(1, 2, inner_dim) / inner_dim**0.5) + # Deviation from HF: CP infrastructure + self._dp_group = None + self.global_rank = SPMDRank(world_size=get_world_group().size()) + + def forward(self, hidden_states: torch.Tensor, timestep: torch.LongTensor, + encoder_hidden_states: torch.Tensor, freqs_cos: torch.Tensor, freqs_sin: torch.Tensor, + encoder_hidden_states_image: torch.Tensor | None = None, return_dict: bool = True, + attention_kwargs: dict[str, Any] | None = None, **kwargs) -> torch.Tensor: + batch_size, num_channels, num_frames, height, width = hidden_states.shape + p_t, p_h, p_w = self.patch_size + post_patch_num_frames = num_frames // p_t + post_patch_height = height // p_h + post_patch_width = width // p_w + + hidden_states = self.patch_embedding(hidden_states).flatten(2).transpose(1, 2) + temb, timestep_proj, encoder_hidden_states = self.condition_embedder( + timestep, encoder_hidden_states, encoder_hidden_states_image) + + # Deviation from HF: CP scatter sequence and RoPE + if self._dp_group is None: + self._dp_group = get_data_parallel_group() + cp_group = self._dp_group + cp_rank = get_dp_rank_spmd(self.global_rank.get_rank(), get_tensor_model_parallel_size()) + hidden_states = split_along_dim(hidden_states, 1, cp_rank, cp_group) + freqs_cos = split_along_dim(freqs_cos, 1, cp_rank, cp_group) + freqs_sin = split_along_dim(freqs_sin, 1, cp_rank, cp_group) + rotary_emb = (freqs_cos, freqs_sin) + + for block in self.blocks: + hidden_states = block(hidden_states, encoder_hidden_states, timestep_proj, rotary_emb, cp_group=cp_group) + + # Output + shift, scale = (self.scale_shift_table.to(temb.device) + temb.unsqueeze(1)).chunk(2, dim=1) + hidden_states = (self.norm_out(hidden_states.float()) * (1 + scale) + shift).type_as(hidden_states) + hidden_states = self.proj_out(hidden_states) + + # Deviation from HF: CP all-gather before unpatchify + hidden_states = gather_from_tensor_model_parallel_region_with_dim(hidden_states, gather_dim=1, process_group=cp_group) + + # Deviation from HF: decomposed unpatchify (XLA-safe, avoids 8D reshape) + output = self._unpatchify(hidden_states, batch_size, post_patch_num_frames, post_patch_height, post_patch_width, p_t, p_h, p_w) + if not return_dict: + return (output,) + return output + + def _unpatchify(self, hidden_states, batch_size, ppf, pph, ppw, p_t, p_h, p_w): + D = self.out_channels * p_t * p_h * p_w + hidden_states = hidden_states.reshape(batch_size, ppf, pph * ppw, D) + hidden_states = hidden_states.reshape(batch_size * ppf, pph * ppw, p_t, p_h, p_w, self.out_channels) + hidden_states = hidden_states.permute(0, 1, 5, 2, 3, 4) + hidden_states = hidden_states.reshape(batch_size * ppf, pph * ppw, D).permute(0, 2, 1) + hidden_states = hidden_states.reshape(batch_size * ppf, D, pph, ppw) + hidden_states = F.pixel_shuffle(hidden_states, p_h) + hidden_states = hidden_states.reshape(batch_size, ppf, self.out_channels * p_t, pph * p_h, ppw * p_w) + return hidden_states.permute(0, 2, 1, 3, 4).reshape(batch_size, self.out_channels, p_t * ppf, pph * p_h, ppw * p_w) + + +# --------------------------------------------------------------------------- +# Split-model halves (port-specific, not in HF reference) +# --------------------------------------------------------------------------- + +class CPWanFirstHalf(nn.Module): + """First half: patch_embedding + condition_embedder + blocks[0:20] + CP scatter.""" + + def __init__(self, *, patch_size, num_attention_heads, attention_head_dim, + in_channels, out_channels, text_dim, freq_dim, ffn_dim, + num_layers, cross_attn_norm, eps, num_first_half_layers=20, **kwargs): + super().__init__() + inner_dim = num_attention_heads * attention_head_dim + self.patch_size = patch_size + self.patch_embedding = nn.Conv3d(in_channels, inner_dim, kernel_size=patch_size, stride=patch_size) + self.condition_embedder = NeuronWanTimeTextImageEmbedding( + dim=inner_dim, time_freq_dim=freq_dim, time_proj_dim=inner_dim * 6, text_embed_dim=text_dim) + self.blocks = nn.ModuleList([ + NeuronWanTransformerBlock(inner_dim, ffn_dim, num_attention_heads, "rms_norm_across_heads", cross_attn_norm, eps) + for _ in range(num_first_half_layers)]) + self._dp_group = None + self.global_rank = SPMDRank(world_size=get_world_group().size()) + + def forward(self, hidden_states, timestep, encoder_hidden_states, freqs_cos, freqs_sin): + hidden_states = self.patch_embedding(hidden_states).flatten(2).transpose(1, 2) + temb, timestep_proj, encoder_hidden_states = self.condition_embedder(timestep, encoder_hidden_states) + + # Deviation from HF: CP scatter + if self._dp_group is None: + self._dp_group = get_data_parallel_group() + cp_group = self._dp_group + cp_rank = get_dp_rank_spmd(self.global_rank.get_rank(), get_tensor_model_parallel_size()) + hidden_states = split_along_dim(hidden_states, 1, cp_rank, cp_group) + freqs_cos = split_along_dim(freqs_cos, 1, cp_rank, cp_group) + freqs_sin = split_along_dim(freqs_sin, 1, cp_rank, cp_group) + rotary_emb = (freqs_cos, freqs_sin) + + for block in self.blocks: + hidden_states = block(hidden_states, encoder_hidden_states, timestep_proj, rotary_emb, cp_group=cp_group) + + # Deviation from HF: gather back to full sequence for inter-NEFF transfer + hidden_states = gather_from_tensor_model_parallel_region_with_dim(hidden_states, gather_dim=1, process_group=cp_group) + return hidden_states, temb, timestep_proj, encoder_hidden_states + + +class CPWanSecondHalf(nn.Module): + """Second half: blocks[20:40] + norm_out + proj_out + gather + unpatchify.""" + + def __init__(self, *, patch_size, num_attention_heads, attention_head_dim, + in_channels, out_channels, text_dim, freq_dim, ffn_dim, + num_layers, cross_attn_norm, eps, num_second_half_layers=20, + num_frames=13, height=480, width=832, **kwargs): + super().__init__() + inner_dim = num_attention_heads * attention_head_dim + self.patch_size = patch_size + self.out_channels = out_channels + p_t, p_h, p_w = patch_size + latent_f = (num_frames - 1) // 4 + 1 + self.post_patch_num_frames = latent_f // p_t + self.post_patch_height = (height // 8) // p_h + self.post_patch_width = (width // 8) // p_w + + self.blocks = nn.ModuleList([ + NeuronWanTransformerBlock(inner_dim, ffn_dim, num_attention_heads, "rms_norm_across_heads", cross_attn_norm, eps) + for _ in range(num_second_half_layers)]) + self.norm_out = FP32LayerNorm(inner_dim, eps, elementwise_affine=False) + self.proj_out = nn.Linear(inner_dim, out_channels * math.prod(patch_size), bias=True) + self.scale_shift_table = nn.Parameter(torch.randn(1, 2, inner_dim) / inner_dim**0.5) + self._dp_group = None + self.global_rank = SPMDRank(world_size=get_world_group().size()) + + def forward(self, hidden_states, temb, timestep_proj, encoder_hidden_states_proj, freqs_cos, freqs_sin): + # Deviation from HF: CP scatter for second half + if self._dp_group is None: + self._dp_group = get_data_parallel_group() + cp_group = self._dp_group + cp_rank = get_dp_rank_spmd(self.global_rank.get_rank(), get_tensor_model_parallel_size()) + hidden_states = split_along_dim(hidden_states, 1, cp_rank, cp_group) + freqs_cos = split_along_dim(freqs_cos, 1, cp_rank, cp_group) + freqs_sin = split_along_dim(freqs_sin, 1, cp_rank, cp_group) + rotary_emb = (freqs_cos, freqs_sin) + + for block in self.blocks: + hidden_states = block(hidden_states, encoder_hidden_states_proj, timestep_proj, rotary_emb, cp_group=cp_group) + + # Output + shift, scale = (self.scale_shift_table.to(temb.device) + temb.unsqueeze(1)).chunk(2, dim=1) + hidden_states = (self.norm_out(hidden_states.float()) * (1 + scale) + shift).type_as(hidden_states) + hidden_states = self.proj_out(hidden_states) + + # Deviation from HF: CP gather before unpatchify + hidden_states = gather_from_tensor_model_parallel_region_with_dim(hidden_states, gather_dim=1, process_group=cp_group) + + # Unpatchify + p_t, p_h, p_w = self.patch_size + batch_size = hidden_states.shape[0] + ppf, pph, ppw = self.post_patch_num_frames, self.post_patch_height, self.post_patch_width + D = self.out_channels * p_t * p_h * p_w + hidden_states = hidden_states.reshape(batch_size, ppf, pph * ppw, D) + hidden_states = hidden_states.reshape(batch_size * ppf, pph * ppw, p_t, p_h, p_w, self.out_channels) + hidden_states = hidden_states.permute(0, 1, 5, 2, 3, 4) + hidden_states = hidden_states.reshape(batch_size * ppf, pph * ppw, D).permute(0, 2, 1) + hidden_states = hidden_states.reshape(batch_size * ppf, D, pph, ppw) + hidden_states = F.pixel_shuffle(hidden_states, p_h) + hidden_states = hidden_states.reshape(batch_size, ppf, self.out_channels * p_t, pph * p_h, ppw * p_w) + return hidden_states.permute(0, 2, 1, 3, 4).reshape(batch_size, self.out_channels, p_t * ppf, pph * p_h, ppw * p_w) + + +# --- Backward-compatible aliases --- +CPWanAttention = NeuronWanAttention +CPWanFeedForward = NeuronWanFeedForward +CPWanTransformerBlock = NeuronWanTransformerBlock +CPWanTimeTextImageEmbedding = NeuronWanTimeTextImageEmbedding +CPWanTransformer3DModel = NeuronWanTransformer3DModel + + +def convert_hf_to_neuron_state_dict(state_dict: dict, config=None) -> dict: + """Convert HF diffusers state dict to Neuron CP port state dict.""" + new_sd = {} + for key, value in state_dict.items(): + if key.startswith("rope."): + continue + new_key = key + new_key = new_key.replace(".attn1.to_out.0.", ".attn1.to_out.0.") # preserved + new_key = new_key.replace(".attn2.to_out.0.", ".attn2.to_out.0.") # preserved + new_key = new_key.replace(".ffn.net.0.proj.", ".ffn.up_proj.") + new_key = new_key.replace(".ffn.net.2.", ".ffn.down_proj.") + new_key = new_key.replace("condition_embedder.text_embedder.linear_1.", "condition_embedder.text_embedder_linear_1.") + new_key = new_key.replace("condition_embedder.text_embedder.linear_2.", "condition_embedder.text_embedder_linear_2.") + new_key = new_key.replace("condition_embedder.time_embedder.linear_1.", "condition_embedder.time_embedder_linear_1.") + new_key = new_key.replace("condition_embedder.time_embedder.linear_2.", "condition_embedder.time_embedder_linear_2.") + new_sd[new_key] = value + return new_sd diff --git a/contrib/models/wan2.2-t2v-a14b/test/__init__.py b/contrib/models/wan2.2-t2v-a14b/test/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/contrib/models/wan2.2-t2v-a14b/test/integration/__init__.py b/contrib/models/wan2.2-t2v-a14b/test/integration/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/contrib/models/wan2.2-t2v-a14b/test/integration/test_pipeline.py b/contrib/models/wan2.2-t2v-a14b/test/integration/test_pipeline.py new file mode 100644 index 00000000..9cc7e3ea --- /dev/null +++ b/contrib/models/wan2.2-t2v-a14b/test/integration/test_pipeline.py @@ -0,0 +1,102 @@ +#!/usr/bin/env python3 +"""Integration tests for Wan 2.2 T2V-A14B NeuronX pipeline.""" + +import pytest +import torch +import os +import sys +from pathlib import Path + +sys.path.insert(0, str(Path(__file__).parent.parent.parent / "src")) + +MODEL_PATH = os.environ.get( + "WAN_MODEL_PATH", + "/mnt/work/.cache/models--Wan-AI--Wan2.2-T2V-A14B-Diffusers/snapshots/5be7df9619b54f4e2667b2755bc6a756675b5cd7", +) +PORT_DIR = os.environ.get("WAN_PORT_DIR", "/mnt/work/wan2.2-lint-fix") + + +def test_modeling_imports(): + """Test that modeling code imports without errors.""" + from modeling_wan_cp import NeuronWanTransformer3DModel, CPWanFirstHalf, CPWanSecondHalf + assert NeuronWanTransformer3DModel is not None + assert CPWanFirstHalf is not None + assert CPWanSecondHalf is not None + + +def test_application_imports(): + """Test that application wrapper imports.""" + from application_cp import NeuronWanCPApplication, WanCPInferenceConfig + assert NeuronWanCPApplication is not None + assert WanCPInferenceConfig is not None + + +def test_model_config(model_path=MODEL_PATH): + """Test model config loads correctly from HF weights.""" + if not os.path.exists(model_path): + pytest.skip(f"Model not found at {model_path}") + from application_cp import WanCPInferenceConfig + from neuronx_distributed_inference.models.config import NeuronConfig + nc = NeuronConfig(tp_degree=4, world_size=4, torch_dtype=torch.bfloat16, batch_size=1) + config = WanCPInferenceConfig.from_pretrained(model_path, neuron_config=nc, + num_frames=13, height=480, width=832) + assert config.num_attention_heads == 40 + assert config.num_layers == 40 + assert config.ffn_dim == 13824 + + +def test_compiled_neffs_exist(port_dir=PORT_DIR): + """Test that compiled NEFFs are present.""" + required = [ + "compiled_cp_transformer_first/model.pt", + "compiled_cp_transformer_second/model.pt", + "compiled_cp_transformer_2_first/model.pt", + "compiled_cp_transformer_2_second/model.pt", + ] + missing = [f for f in required if not os.path.exists(os.path.join(port_dir, f))] + if missing: + pytest.skip(f"Missing NEFFs (run compile first): {missing}") + for f in required: + assert os.path.exists(os.path.join(port_dir, f)) + + +def test_pipeline_output_valid(port_dir=PORT_DIR): + """Test that pipeline output is a valid video tensor.""" + output_path = os.path.join(port_dir, "neuron_output_allcp", "video_tensor.pt") + if not os.path.exists(output_path): + pytest.skip("No pipeline output — run run_inference.py first") + video = torch.load(output_path, weights_only=True) + # Shape: [1, 13, 3, 480, 832] + assert video.dim() == 5 + assert video.shape[1] == 13 or video.shape[2] == 3 + assert not torch.isnan(video).any(), "Output contains NaN" + assert not torch.isinf(video).any(), "Output contains Inf" + assert video.float().std() > 0.1, "Output is degenerate (near-zero std)" + + +def test_output_equivalence(port_dir=PORT_DIR): + """Test output is equivalent to CPU reference (cosine > 0.95).""" + output_path = os.path.join(port_dir, "neuron_output_allcp", "video_tensor.pt") + ref_path = os.path.join(port_dir, "reference", "reference_frames.pt") + if not os.path.exists(output_path) or not os.path.exists(ref_path): + pytest.skip("Missing output or reference tensors") + video = torch.load(output_path, weights_only=True) + ref = torch.load(ref_path, weights_only=True) + cos = torch.nn.functional.cosine_similarity( + video.float().flatten().unsqueeze(0), + ref.float().flatten().unsqueeze(0), + ).item() + assert cos > 0.95, f"Cosine similarity {cos:.4f} below 0.95 threshold" + + +def test_frames_exist(port_dir=PORT_DIR): + """Test that output frames were saved as PNGs.""" + frames_dir = os.path.join(port_dir, "neuron_output_allcp", "frames") + if not os.path.exists(frames_dir): + pytest.skip("No frames directory") + pngs = [f for f in os.listdir(frames_dir) if f.endswith(".png")] + assert len(pngs) >= 13, f"Expected 13+ frames, got {len(pngs)}" + + +if __name__ == "__main__": + pytest.main([__file__, "-v", "--capture=tee-sys"]) From 4108455d1e2b16dec6cc8f1503cf4db4ad300f3d Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Thu, 7 May 2026 15:37:22 +0000 Subject: [PATCH 2/3] Fix hardcoded paths: all scripts now use os.environ.get() --- contrib/models/wan2.2-t2v-a14b/scripts/compile_backbone.py | 2 +- contrib/models/wan2.2-t2v-a14b/scripts/run_inference.py | 5 +++-- 2 files changed, 4 insertions(+), 3 deletions(-) diff --git a/contrib/models/wan2.2-t2v-a14b/scripts/compile_backbone.py b/contrib/models/wan2.2-t2v-a14b/scripts/compile_backbone.py index 6830a502..c8c63300 100644 --- a/contrib/models/wan2.2-t2v-a14b/scripts/compile_backbone.py +++ b/contrib/models/wan2.2-t2v-a14b/scripts/compile_backbone.py @@ -5,7 +5,7 @@ from neuronx_distributed_inference.models.config import NeuronConfig from nxdi_wan.application_cp import NeuronWanCPApplication, NeuronWanCPSecondHalfApplication, WanCPInferenceConfig -MODEL_PATH = "/mnt/work/.cache/models--Wan-AI--Wan2.2-T2V-A14B-Diffusers/snapshots/5be7df9619b54f4e2667b2755bc6a756675b5cd7" +MODEL_PATH = os.environ.get("WAN_MODEL_PATH", "/mnt/work/.cache/models--Wan-AI--Wan2.2-T2V-A14B-Diffusers/snapshots/5be7df9619b54f4e2667b2755bc6a756675b5cd7") SUBFOLDER = os.environ.get("TRANSFORMER_SUBFOLDER", "transformer") HALF = os.environ.get("HALF", "first") # "first" or "second" diff --git a/contrib/models/wan2.2-t2v-a14b/scripts/run_inference.py b/contrib/models/wan2.2-t2v-a14b/scripts/run_inference.py index 7ade7886..9295990b 100644 --- a/contrib/models/wan2.2-t2v-a14b/scripts/run_inference.py +++ b/contrib/models/wan2.2-t2v-a14b/scripts/run_inference.py @@ -255,12 +255,13 @@ def encode(text): torch.save({{"prompt": encode("{PROMPT}"), "negative": encode("")}}, "/dev/shm/wan_te_embeds.pt") print("DONE") ''' - with open('/tmp/_run_te.py', 'w') as f: + te_script_path = os.path.join(os.environ.get('TMPDIR', '/tmp'), '_run_te.py') + with open(te_script_path, 'w') as f: f.write(te_script) t0 = time.time() te_log = open(f"{OUTPUT_DIR}/te_worker.log", "w") - te_proc = subprocess.run(["python", "/tmp/_run_te.py"], cwd=project_dir, + te_proc = subprocess.run(["python", te_script_path], cwd=project_dir, stdout=te_log, stderr=subprocess.STDOUT, timeout=120) te_log.close() if te_proc.returncode != 0: From c6ec087982ad1fd8f015db495d80737cc43cf1c2 Mon Sep 17 00:00:00 2001 From: Ubuntu Date: Thu, 7 May 2026 15:38:41 +0000 Subject: [PATCH 3/3] Use detailed README from wan2.2-pr --- contrib/models/wan2.2-t2v-a14b/README.md | 104 +++++++++++------------ 1 file changed, 49 insertions(+), 55 deletions(-) diff --git a/contrib/models/wan2.2-t2v-a14b/README.md b/contrib/models/wan2.2-t2v-a14b/README.md index 01378574..fd001750 100644 --- a/contrib/models/wan2.2-t2v-a14b/README.md +++ b/contrib/models/wan2.2-t2v-a14b/README.md @@ -1,48 +1,36 @@ -# Contrib Model: Wan 2.2 T2V-A14B +# Wan 2.2 T2V-A14B — Neuron Port -NeuronX Distributed Inference implementation of [Wan-AI/Wan2.2-T2V-A14B-Diffusers](https://huggingface.co/Wan-AI/Wan2.2-T2V-A14B-Diffusers) for text-to-video generation. +Context-parallel (CP=4) port of [Wan-AI/Wan2.2-T2V-A14B-Diffusers](https://huggingface.co/Wan-AI/Wan2.2-T2V-A14B-Diffusers) for AWS Trainium2. + +Generates 13-frame 480×832 videos from text prompts on a single trn2.48xlarge instance. ![Sample output](assets/sample_output.png) *"A cat walking on a beach at sunset" — frame 6 of 13* -## Model Information - -- **HuggingFace ID:** `Wan-AI/Wan2.2-T2V-A14B-Diffusers` -- **Model Type:** Diffusion Transformer (T2V) -- **Parameters:** 14.29B (×2 backbones: T1 high-noise, T2 low-noise) -- **License:** Apache 2.0 -- **Framework:** HuggingFace Diffusers - -## Architecture Details +## Model | Property | Value | |----------|-------| -| Backbone | WanTransformer3DModel | -| Num Layers | 40 per backbone | -| Num Attention Heads | 40 | -| Hidden Dim | 5120 | -| FFN Dim | 13824 | -| Head Dim | 128 | -| Patch Size | (1, 2, 2) | -| Text Encoder | UMT5 (4096-dim) | -| VAE | AutoencoderKLWan | -| Scheduler | UniPCMultistepScheduler | -| Parallelism | Context Parallel (CP=4) | +| Architecture | WanTransformer3DModel (diffusion transformer) | +| Parameters | 14.29B (×2 models: T1 for high-noise, T2 for low-noise timesteps) | +| HF Model ID | `Wan-AI/Wan2.2-T2V-A14B-Diffusers` | +| Framework | HuggingFace Diffusers | | Precision | BF16 | +| Parallelism | Context Parallel (CP=4), sequence split across ranks | ## Neuron Core Usage | Component | Cores | HBM/Core | Role | |-----------|-------|----------|------| -| T1 first half (blocks 0–19) | 0–3 | ~17 GB | High-noise denoising (t=999→875) | -| T1 second half (blocks 20–39) | 4–7 | ~16 GB | High-noise denoising (t=999→875) | -| T2 first half (blocks 0–19) | 8–11 | ~17 GB | Low-noise denoising (t=875→0) | -| T2 second half (blocks 20–39) | 12–15 | ~16 GB | Low-noise denoising (t=875→0) | +| T1 first half (blocks 0–19) | 0–3 | ~17 GB | High-noise denoising | +| T1 second half (blocks 20–39) | 4–7 | ~16 GB | High-noise denoising | +| T2 first half (blocks 0–19) | 8–11 | ~17 GB | Low-noise denoising | +| T2 second half (blocks 20–39) | 12–15 | ~16 GB | Low-noise denoising | | Text encoder (UMT5, TP=2) | 16–17 | ~13 GB | Prompt encoding | -| VAE decoder (hybrid) | 20–21 | ~17 GB | Latent → pixels | +| VAE decoder | 20–21 | ~17 GB | Latent → pixels | | **Total** | **19 cores** | **~300 GB** | | -Instance: trn2.48xlarge (64 cores, 6 TB HBM). 45 cores idle. +Instance: trn2.48xlarge (64 cores, 6 TB HBM total). 45 cores idle. ## Performance @@ -53,20 +41,6 @@ Instance: trn2.48xlarge (64 cores, 6 TB HBM). 45 cores idle. | Total pipeline | ~7 min | | Video output | 13 frames, 480×832, RGB | -## Equivalence - -Tested against CPU fp32 reference (HF Diffusers `WanTransformer3DModel`): - -| Check | Result | -|-------|--------| -| Overall cosine (video) | 0.982 | -| Text encoder (per-component) | 1.000 | -| Transformer T1 (single step) | 0.999 | -| Transformer T2 (single step) | 0.999 | -| VAE decoder | 0.999 | -| Trajectory stability | No divergence | -| Semantic (5 prompts) | 5/5 pass | - ## Quick Start ### 1. Download weights @@ -82,40 +56,60 @@ huggingface-cli download Wan-AI/Wan2.2-T2V-A14B-Diffusers --cache-dir /mnt/work/ for HALF in first second; do for SUB in transformer transformer_2; do NEURON_RT_VISIBLE_CORES=0-3 HALF=$HALF TRANSFORMER_SUBFOLDER=$SUB \ - python3 scripts/compile_backbone.py + python3 compile_backbone.py done done # VAE decoder (~2 hours) -NEURON_RT_VISIBLE_CORES=20-21 python3 scripts/compile_vae.py +NEURON_RT_VISIBLE_CORES=20-21 python3 compile_vae.py ``` ### 3. Run inference ```bash -python3 scripts/run_inference.py +python3 run_inference.py ``` Output frames saved to `neuron_output_allcp/frames/`. ## Environment Variables +All paths are configurable via environment variables: + | Variable | Default | Description | |----------|---------|-------------| -| `WAN_MODEL_PATH` | HF cache path | HF model directory | -| `WAN_PORT_DIR` | Project root | Compiled NEFFs location | -| `COMPILED_PATH` | `/compiled_cp_*` | Per-half NEFF output | -| `VAE_SAVE_DIR` | `/compiled_vae_new` | Compiled VAE output | +| `WAN_MODEL_PATH` | `/mnt/work/.cache/models--Wan-AI--Wan2.2-T2V-A14B-Diffusers/snapshots/...` | HF model directory | +| `WAN_PORT_DIR` | `/mnt/work/wan2.2-pr` | Project root (compiled NEFFs, scripts) | +| `COMPILED_PATH` | `/compiled_cp__` | Compiled NEFF output | +| `VAE_SAVE_DIR` | `/compiled_vae_new` | Compiled VAE output | | `CACHE_DIR` | `/mnt/work/.cache` | HuggingFace cache | -## Testing +## File Structure -```bash -pytest contrib/models/wan2.2-t2v-a14b/test/integration/ -v --capture=tee-sys +``` +├── nxdi_wan/ +│ ├── modeling_wan_cp.py # Neuron CP transformer (475 lines) +│ ├── application_cp.py # NxDI compile/load/forward wrapper +│ └── application_umt5.py # Text encoder wrapper +├── compile_backbone.py # Compile T1/T2 halves +├── compile_vae.py # Compile VAE decoder +├── worker.py # CP worker subprocess +├── vae_decode_hybrid.py # Hybrid CPU+Neuron VAE decode +├── run_inference.py # Full pipeline orchestrator +└── assets/ + └── sample_output.png # Example generated frame ``` -## Maintainer +## Equivalence -Neuron Agentic Development — Annapurna Labs +Tested against CPU fp32 reference (HF Diffusers `WanTransformer3DModel`): -**Last Updated:** 2026-05-07 +| Check | Result | +|-------|--------| +| Overall cosine (video) | 0.982 | +| Text encoder (per-component) | 1.000 | +| Transformer T1 (single step) | 0.999 | +| Transformer T2 (single step) | 0.999 | +| VAE decoder | 0.999 | +| Trajectory stability | No divergence | +| Semantic (5 prompts) | 5/5 pass |